warning: commands will be executed using /bin/sh
job 1569 at Wed Jun 19 23:15:00 2013
FileBase	/isis3/andresg/Bud/buddy140_061813_reo/buddy140_061813_reo
ElecNo	10
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 1804043 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 601347 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 31711 members 
Mstep: Class 3 contains 31650 members 
Mstep: Class 4 contains 31475 members 
Mstep: Class 5 contains 31677 members 
Mstep: Class 6 contains 31793 members 
Mstep: Class 7 contains 31396 members 
Mstep: Class 8 contains 31592 members 
Mstep: Class 9 contains 31600 members 
Mstep: Class 10 contains 31750 members 
Mstep: Class 11 contains 31604 members 
Mstep: Class 12 contains 31479 members 
Mstep: Class 13 contains 31732 members 
Mstep: Class 14 contains 31726 members 
Mstep: Class 15 contains 31802 members 
Mstep: Class 16 contains 31643 members 
Mstep: Class 17 contains 31661 members 
Mstep: Class 18 contains 31667 members 
Mstep: Class 19 contains 31418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 0.618935 but Gain 2162.378906
Score: -75421560.000000 Penalty: 38922.761719
Iteration 0F: 19 clusters Score -7.542156e+07 nChanged 569212
Entering Unmasked Mstep 
Mstep: Class 0 contains 984 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3680 members 
Mstep: Class 3 contains 9620 members 
Mstep: Class 4 contains 11038 members 
Mstep: Class 5 contains 17286 members 
Mstep: Class 6 contains 9143 members 
Mstep: Class 7 contains 2705 members 
Mstep: Class 8 contains 4822 members 
Mstep: Class 9 contains 4270 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 2969 members 
Mstep: Class 13 contains 511549 members 
Mstep: Class 14 contains 1370 members 
Mstep: Class 15 contains 5748 members 
Mstep: Class 16 contains 7433 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 1578 members 
Mstep: Class 19 contains 2789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81596112.000000 Penalty: 38922.761719
Iteration 1F: 19 clusters Score -8.159611e+07 nChanged 86447
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 6216 members 
Mstep: Class 4 contains 18049 members 
Mstep: Class 5 contains 8616 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 4233 members 
Mstep: Class 8 contains 21022 members 
Mstep: Class 9 contains 3025 members 
Mstep: Class 10 contains 3324 members 
Mstep: Class 11 contains 2418 members 
Mstep: Class 13 contains 474145 members 
Mstep: Class 14 contains 3276 members 
Mstep: Class 15 contains 2446 members 
Mstep: Class 16 contains 18452 members 
Mstep: Class 17 contains 6527 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 2554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -82758712.000000 Penalty: 38922.761719
Iteration 2F: 19 clusters Score -8.275871e+07 nChanged 74326
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 11596 members 
Mstep: Class 3 contains 3845 members 
Mstep: Class 4 contains 20099 members 
Mstep: Class 5 contains 3690 members 
Mstep: Class 6 contains 12055 members 
Mstep: Class 7 contains 5279 members 
Mstep: Class 8 contains 35811 members 
Mstep: Class 9 contains 2947 members 
Mstep: Class 10 contains 4790 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 13 contains 435863 members 
Mstep: Class 14 contains 3712 members 
Mstep: Class 15 contains 2100 members 
Mstep: Class 16 contains 21895 members 
Mstep: Class 17 contains 19790 members 
Mstep: Class 18 contains 5306 members 
Mstep: Class 19 contains 3736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83258520.000000 Penalty: 38922.761719
Iteration 3F: 19 clusters Score -8.325852e+07 nChanged 60223
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 13592 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 23404 members 
Mstep: Class 5 contains 2946 members 
Mstep: Class 6 contains 15010 members 
Mstep: Class 7 contains 5688 members 
Mstep: Class 8 contains 44197 members 
Mstep: Class 9 contains 3437 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 3016 members 
Mstep: Class 13 contains 404107 members 
Mstep: Class 14 contains 4157 members 
Mstep: Class 15 contains 2680 members 
Mstep: Class 16 contains 21955 members 
Mstep: Class 17 contains 31833 members 
Mstep: Class 18 contains 4944 members 
Mstep: Class 19 contains 5348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83542672.000000 Penalty: 38922.761719
Iteration 4F: 19 clusters Score -8.354267e+07 nChanged 51006
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 14470 members 
Mstep: Class 3 contains 1188 members 
Mstep: Class 4 contains 23820 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 16995 members 
Mstep: Class 7 contains 5341 members 
Mstep: Class 8 contains 47815 members 
Mstep: Class 9 contains 3667 members 
Mstep: Class 10 contains 4021 members 
Mstep: Class 11 contains 4504 members 
Mstep: Class 13 contains 379631 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 3260 members 
Mstep: Class 16 contains 21823 members 
Mstep: Class 17 contains 42664 members 
Mstep: Class 18 contains 4233 members 
Mstep: Class 19 contains 7184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83752064.000000 Penalty: 38922.761719
Iteration 5F: 19 clusters Score -8.375206e+07 nChanged 49701
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 14827 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 22598 members 
Mstep: Class 5 contains 4911 members 
Mstep: Class 6 contains 18123 members 
Mstep: Class 7 contains 4638 members 
Mstep: Class 8 contains 51154 members 
Mstep: Class 9 contains 3815 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 13 contains 357750 members 
Mstep: Class 14 contains 6146 members 
Mstep: Class 15 contains 3622 members 
Mstep: Class 16 contains 21105 members 
Mstep: Class 17 contains 51993 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 8335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83953584.000000 Penalty: 38922.761719
Iteration 6F: 19 clusters Score -8.395358e+07 nChanged 51028
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 15078 members 
Mstep: Class 3 contains 765 members 
Mstep: Class 4 contains 24732 members 
Mstep: Class 5 contains 5475 members 
Mstep: Class 6 contains 18505 members 
Mstep: Class 7 contains 4036 members 
Mstep: Class 8 contains 56376 members 
Mstep: Class 9 contains 4025 members 
Mstep: Class 10 contains 3348 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 13 contains 334260 members 
Mstep: Class 14 contains 6811 members 
Mstep: Class 15 contains 3854 members 
Mstep: Class 16 contains 20256 members 
Mstep: Class 17 contains 57263 members 
Mstep: Class 18 contains 3721 members 
Mstep: Class 19 contains 8807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84127176.000000 Penalty: 38922.761719
Iteration 7F: 19 clusters Score -8.412718e+07 nChanged 58651
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 15233 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 28884 members 
Mstep: Class 5 contains 5011 members 
Mstep: Class 6 contains 18445 members 
Mstep: Class 7 contains 3803 members 
Mstep: Class 8 contains 67821 members 
Mstep: Class 9 contains 4277 members 
Mstep: Class 10 contains 3281 members 
Mstep: Class 11 contains 7169 members 
Mstep: Class 13 contains 299093 members 
Mstep: Class 14 contains 7380 members 
Mstep: Class 15 contains 3996 members 
Mstep: Class 16 contains 19735 members 
Mstep: Class 17 contains 70249 members 
Mstep: Class 18 contains 3570 members 
Mstep: Class 19 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84209512.000000 Penalty: 38922.761719
Iteration 8F: 19 clusters Score -8.420951e+07 nChanged 90789
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 15283 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 33316 members 
Mstep: Class 5 contains 4738 members 
Mstep: Class 6 contains 18333 members 
Mstep: Class 7 contains 3580 members 
Mstep: Class 8 contains 92453 members 
Mstep: Class 9 contains 4436 members 
Mstep: Class 10 contains 3395 members 
Mstep: Class 11 contains 8264 members 
Mstep: Class 13 contains 231623 members 
Mstep: Class 14 contains 7768 members 
Mstep: Class 15 contains 4056 members 
Mstep: Class 16 contains 19351 members 
Mstep: Class 17 contains 104639 members 
Mstep: Class 18 contains 3549 members 
Mstep: Class 19 contains 9579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84331232.000000 Penalty: 38922.761719
Iteration 9F: 19 clusters Score -8.433123e+07 nChanged 68344
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 15287 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 38565 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 20011 members 
Mstep: Class 7 contains 3380 members 
Mstep: Class 8 contains 100636 members 
Mstep: Class 9 contains 4537 members 
Mstep: Class 10 contains 3596 members 
Mstep: Class 11 contains 9439 members 
Mstep: Class 13 contains 191848 members 
Mstep: Class 14 contains 7973 members 
Mstep: Class 15 contains 4061 members 
Mstep: Class 16 contains 19050 members 
Mstep: Class 17 contains 125080 members 
Mstep: Class 18 contains 3664 members 
Mstep: Class 19 contains 9609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84493504.000000 Penalty: 38922.761719
Iteration 10F: 19 clusters Score -8.44935e+07 nChanged 38299
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 15261 members 
Mstep: Class 3 contains 517 members 
Mstep: Class 4 contains 42503 members 
Mstep: Class 5 contains 5018 members 
Mstep: Class 6 contains 22528 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 98587 members 
Mstep: Class 9 contains 4626 members 
Mstep: Class 10 contains 3800 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 13 contains 178754 members 
Mstep: Class 14 contains 8083 members 
Mstep: Class 15 contains 4098 members 
Mstep: Class 16 contains 18824 members 
Mstep: Class 17 contains 130222 members 
Mstep: Class 18 contains 3814 members 
Mstep: Class 19 contains 9203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84586792.000000 Penalty: 38922.761719
Iteration 11F: 19 clusters Score -8.458679e+07 nChanged 22188
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 15220 members 
Mstep: Class 3 contains 492 members 
Mstep: Class 4 contains 44867 members 
Mstep: Class 5 contains 5225 members 
Mstep: Class 6 contains 24319 members 
Mstep: Class 7 contains 3183 members 
Mstep: Class 8 contains 95319 members 
Mstep: Class 9 contains 4655 members 
Mstep: Class 10 contains 3951 members 
Mstep: Class 11 contains 10447 members 
Mstep: Class 13 contains 175993 members 
Mstep: Class 14 contains 8136 members 
Mstep: Class 15 contains 4192 members 
Mstep: Class 16 contains 18693 members 
Mstep: Class 17 contains 127799 members 
Mstep: Class 18 contains 3917 members 
Mstep: Class 19 contains 9186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84623216.000000 Penalty: 38922.761719
Iteration 12Q: 19 clusters Score -8.462322e+07 nChanged 15099
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 15194 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 46508 members 
Mstep: Class 5 contains 5443 members 
Mstep: Class 6 contains 25060 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 8 contains 92441 members 
Mstep: Class 9 contains 4668 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 11240 members 
Mstep: Class 13 contains 175205 members 
Mstep: Class 14 contains 8166 members 
Mstep: Class 15 contains 4300 members 
Mstep: Class 16 contains 18620 members 
Mstep: Class 17 contains 124110 members 
Mstep: Class 18 contains 4036 members 
Mstep: Class 19 contains 9526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84649088.000000 Penalty: 38922.761719
Iteration 13Q: 19 clusters Score -8.464909e+07 nChanged 12677
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 15171 members 
Mstep: Class 3 contains 462 members 
Mstep: Class 4 contains 47976 members 
Mstep: Class 5 contains 5699 members 
Mstep: Class 6 contains 25265 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 89893 members 
Mstep: Class 9 contains 4655 members 
Mstep: Class 10 contains 4100 members 
Mstep: Class 11 contains 12547 members 
Mstep: Class 13 contains 174685 members 
Mstep: Class 14 contains 8279 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 18461 members 
Mstep: Class 17 contains 120688 members 
Mstep: Class 18 contains 4016 members 
Mstep: Class 19 contains 10033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84676080.000000 Penalty: 38922.761719
Iteration 14Q: 19 clusters Score -8.467608e+07 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 15152 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 48021 members 
Mstep: Class 5 contains 5877 members 
Mstep: Class 6 contains 25403 members 
Mstep: Class 7 contains 3203 members 
Mstep: Class 8 contains 88775 members 
Mstep: Class 9 contains 4639 members 
Mstep: Class 10 contains 4178 members 
Mstep: Class 11 contains 13993 members 
Mstep: Class 13 contains 174078 members 
Mstep: Class 14 contains 8503 members 
Mstep: Class 15 contains 4459 members 
Mstep: Class 16 contains 18152 members 
Mstep: Class 17 contains 117454 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 10538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84688536.000000 Penalty: 38922.761719
Iteration 15Q: 19 clusters Score -8.468854e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 15137 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 47738 members 
Mstep: Class 5 contains 6030 members 
Mstep: Class 6 contains 25673 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 88253 members 
Mstep: Class 9 contains 4615 members 
Mstep: Class 10 contains 4274 members 
Mstep: Class 11 contains 15255 members 
Mstep: Class 13 contains 173279 members 
Mstep: Class 14 contains 8753 members 
Mstep: Class 15 contains 4499 members 
Mstep: Class 16 contains 17879 members 
Mstep: Class 17 contains 114602 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 10984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84697064.000000 Penalty: 38922.761719
Iteration 16Q: 19 clusters Score -8.469706e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 15145 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 47374 members 
Mstep: Class 5 contains 6124 members 
Mstep: Class 6 contains 25914 members 
Mstep: Class 7 contains 3280 members 
Mstep: Class 8 contains 87996 members 
Mstep: Class 9 contains 4621 members 
Mstep: Class 10 contains 4375 members 
Mstep: Class 11 contains 16073 members 
Mstep: Class 13 contains 172301 members 
Mstep: Class 14 contains 8944 members 
Mstep: Class 15 contains 4530 members 
Mstep: Class 16 contains 17744 members 
Mstep: Class 17 contains 111719 members 
Mstep: Class 18 contains 3834 members 
Mstep: Class 19 contains 11266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84701816.000000 Penalty: 38922.761719
Iteration 17Q: 19 clusters Score -8.470182e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 15146 members 
Mstep: Class 3 contains 461 members 
Mstep: Class 4 contains 47106 members 
Mstep: Class 5 contains 6228 members 
Mstep: Class 6 contains 26159 members 
Mstep: Class 7 contains 3307 members 
Mstep: Class 8 contains 87817 members 
Mstep: Class 9 contains 4642 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 16661 members 
Mstep: Class 13 contains 171440 members 
Mstep: Class 14 contains 9105 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 17689 members 
Mstep: Class 17 contains 109275 members 
Mstep: Class 18 contains 3816 members 
Mstep: Class 19 contains 11460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84702176.000000 Penalty: 38922.761719
Iteration 18Q: 19 clusters Score -8.470218e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 15149 members 
Mstep: Class 3 contains 461 members 
Mstep: Class 4 contains 46888 members 
Mstep: Class 5 contains 6303 members 
Mstep: Class 6 contains 26361 members 
Mstep: Class 7 contains 3328 members 
Mstep: Class 8 contains 87720 members 
Mstep: Class 9 contains 4659 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 17173 members 
Mstep: Class 13 contains 170776 members 
Mstep: Class 14 contains 9220 members 
Mstep: Class 15 contains 4557 members 
Mstep: Class 16 contains 17685 members 
Mstep: Class 17 contains 107422 members 
Mstep: Class 18 contains 3805 members 
Mstep: Class 19 contains 11579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84703408.000000 Penalty: 38922.761719
Iteration 19Q: 19 clusters Score -8.470341e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 64565 members 
Mstep: Class 2 contains 15152 members 
Mstep: Class 3 contains 461 members 
Mstep: Class 4 contains 46618 members 
Mstep: Class 5 contains 6449 members 
Mstep: Class 6 contains 26537 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 87665 members 
Mstep: Class 9 contains 4684 members 
Mstep: Class 10 contains 4619 members 
Mstep: Class 11 contains 17597 members 
Mstep: Class 13 contains 170399 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 4563 members 
Mstep: Class 16 contains 17684 members 
Mstep: Class 17 contains 106098 members 
Mstep: Class 18 contains 3805 members 
Mstep: Class 19 contains 11657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84708664.000000 Penalty: 38922.761719
Iteration 20F: 19 clusters Score -8.470866e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 15160 members 
Mstep: Class 3 contains 458 members 
Mstep: Class 4 contains 46376 members 
Mstep: Class 5 contains 6609 members 
Mstep: Class 6 contains 26656 members 
Mstep: Class 7 contains 3345 members 
Mstep: Class 8 contains 87622 members 
Mstep: Class 9 contains 4640 members 
Mstep: Class 10 contains 4664 members 
Mstep: Class 11 contains 19362 members 
Mstep: Class 13 contains 170093 members 
Mstep: Class 14 contains 9365 members 
Mstep: Class 15 contains 4567 members 
Mstep: Class 16 contains 16963 members 
Mstep: Class 17 contains 105167 members 
Mstep: Class 18 contains 3756 members 
Mstep: Class 19 contains 11802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84713448.000000 Penalty: 38922.761719
Iteration 21Q: 19 clusters Score -8.471345e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 65032 members 
Mstep: Class 2 contains 15172 members 
Mstep: Class 3 contains 458 members 
Mstep: Class 4 contains 46000 members 
Mstep: Class 5 contains 6893 members 
Mstep: Class 6 contains 26919 members 
Mstep: Class 7 contains 3364 members 
Mstep: Class 8 contains 87584 members 
Mstep: Class 9 contains 4591 members 
Mstep: Class 10 contains 4727 members 
Mstep: Class 11 contains 20404 members 
Mstep: Class 13 contains 169666 members 
Mstep: Class 14 contains 9327 members 
Mstep: Class 15 contains 4554 members 
Mstep: Class 16 contains 16676 members 
Mstep: Class 17 contains 104178 members 
Mstep: Class 18 contains 3708 members 
Mstep: Class 19 contains 11991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84717376.000000 Penalty: 38922.761719
Iteration 22Q: 19 clusters Score -8.471738e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 65442 members 
Mstep: Class 2 contains 15190 members 
Mstep: Class 3 contains 457 members 
Mstep: Class 4 contains 45631 members 
Mstep: Class 5 contains 7232 members 
Mstep: Class 6 contains 27202 members 
Mstep: Class 7 contains 3377 members 
Mstep: Class 8 contains 87555 members 
Mstep: Class 9 contains 4582 members 
Mstep: Class 10 contains 4757 members 
Mstep: Class 11 contains 21056 members 
Mstep: Class 13 contains 169226 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 16539 members 
Mstep: Class 17 contains 103260 members 
Mstep: Class 18 contains 3690 members 
Mstep: Class 19 contains 12151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84720672.000000 Penalty: 38922.761719
Iteration 23Q: 19 clusters Score -8.472067e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 15210 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 45217 members 
Mstep: Class 5 contains 7782 members 
Mstep: Class 6 contains 27451 members 
Mstep: Class 7 contains 3395 members 
Mstep: Class 8 contains 87516 members 
Mstep: Class 9 contains 4592 members 
Mstep: Class 10 contains 4792 members 
Mstep: Class 11 contains 21418 members 
Mstep: Class 13 contains 168833 members 
Mstep: Class 14 contains 9418 members 
Mstep: Class 15 contains 4533 members 
Mstep: Class 16 contains 16512 members 
Mstep: Class 17 contains 102408 members 
Mstep: Class 18 contains 3667 members 
Mstep: Class 19 contains 12277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84723936.000000 Penalty: 38922.761719
Iteration 24Q: 19 clusters Score -8.472394e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 15226 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 44635 members 
Mstep: Class 5 contains 8591 members 
Mstep: Class 6 contains 27676 members 
Mstep: Class 7 contains 3413 members 
Mstep: Class 8 contains 87493 members 
Mstep: Class 9 contains 4654 members 
Mstep: Class 10 contains 4821 members 
Mstep: Class 11 contains 21671 members 
Mstep: Class 13 contains 168545 members 
Mstep: Class 14 contains 9467 members 
Mstep: Class 15 contains 4531 members 
Mstep: Class 16 contains 16519 members 
Mstep: Class 17 contains 101593 members 
Mstep: Class 18 contains 3677 members 
Mstep: Class 19 contains 12312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84728072.000000 Penalty: 38922.761719
Iteration 25Q: 19 clusters Score -8.472807e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 65916 members 
Mstep: Class 2 contains 15235 members 
Mstep: Class 3 contains 457 members 
Mstep: Class 4 contains 43784 members 
Mstep: Class 5 contains 9831 members 
Mstep: Class 6 contains 27878 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 87477 members 
Mstep: Class 9 contains 4756 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 21805 members 
Mstep: Class 13 contains 168266 members 
Mstep: Class 14 contains 9513 members 
Mstep: Class 15 contains 4532 members 
Mstep: Class 16 contains 16585 members 
Mstep: Class 17 contains 100913 members 
Mstep: Class 18 contains 3714 members 
Mstep: Class 19 contains 12321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84733736.000000 Penalty: 38922.761719
Iteration 26Q: 19 clusters Score -8.473374e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 15249 members 
Mstep: Class 3 contains 457 members 
Mstep: Class 4 contains 42365 members 
Mstep: Class 5 contains 12002 members 
Mstep: Class 6 contains 28019 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 87453 members 
Mstep: Class 9 contains 4896 members 
Mstep: Class 10 contains 4857 members 
Mstep: Class 11 contains 21909 members 
Mstep: Class 13 contains 167937 members 
Mstep: Class 14 contains 9507 members 
Mstep: Class 15 contains 4521 members 
Mstep: Class 16 contains 16697 members 
Mstep: Class 17 contains 100262 members 
Mstep: Class 18 contains 3764 members 
Mstep: Class 19 contains 12324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84743256.000000 Penalty: 38922.761719
Iteration 27Q: 19 clusters Score -8.474326e+07 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 65073 members 
Mstep: Class 2 contains 15282 members 
Mstep: Class 3 contains 457 members 
Mstep: Class 4 contains 39729 members 
Mstep: Class 5 contains 15953 members 
Mstep: Class 6 contains 28098 members 
Mstep: Class 7 contains 3426 members 
Mstep: Class 8 contains 87433 members 
Mstep: Class 9 contains 5051 members 
Mstep: Class 10 contains 4852 members 
Mstep: Class 11 contains 22026 members 
Mstep: Class 13 contains 167395 members 
Mstep: Class 14 contains 9462 members 
Mstep: Class 15 contains 4514 members 
Mstep: Class 16 contains 16829 members 
Mstep: Class 17 contains 99491 members 
Mstep: Class 18 contains 3823 members 
Mstep: Class 19 contains 12351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84758072.000000 Penalty: 38922.761719
Iteration 28Q: 19 clusters Score -8.475807e+07 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 64177 members 
Mstep: Class 2 contains 15327 members 
Mstep: Class 3 contains 458 members 
Mstep: Class 4 contains 36506 members 
Mstep: Class 5 contains 21763 members 
Mstep: Class 6 contains 28198 members 
Mstep: Class 7 contains 3430 members 
Mstep: Class 8 contains 87390 members 
Mstep: Class 9 contains 5218 members 
Mstep: Class 10 contains 4846 members 
Mstep: Class 11 contains 22140 members 
Mstep: Class 13 contains 166112 members 
Mstep: Class 14 contains 9226 members 
Mstep: Class 15 contains 4495 members 
Mstep: Class 16 contains 16974 members 
Mstep: Class 17 contains 98643 members 
Mstep: Class 18 contains 3895 members 
Mstep: Class 19 contains 12447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84774952.000000 Penalty: 38922.761719
Iteration 29Q: 19 clusters Score -8.477495e+07 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 15351 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 34703 members 
Mstep: Class 5 contains 27951 members 
Mstep: Class 6 contains 28304 members 
Mstep: Class 7 contains 3454 members 
Mstep: Class 8 contains 87328 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 4857 members 
Mstep: Class 11 contains 22470 members 
Mstep: Class 13 contains 163396 members 
Mstep: Class 14 contains 8722 members 
Mstep: Class 15 contains 4477 members 
Mstep: Class 16 contains 17110 members 
Mstep: Class 17 contains 97800 members 
Mstep: Class 18 contains 3943 members 
Mstep: Class 19 contains 12588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84790720.000000 Penalty: 38922.761719
Iteration 30Q: 19 clusters Score -8.479072e+07 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 461 members 
Mstep: Class 4 contains 34386 members 
Mstep: Class 5 contains 32397 members 
Mstep: Class 6 contains 28369 members 
Mstep: Class 7 contains 3537 members 
Mstep: Class 8 contains 87206 members 
Mstep: Class 9 contains 5446 members 
Mstep: Class 10 contains 4856 members 
Mstep: Class 11 contains 22871 members 
Mstep: Class 13 contains 161098 members 
Mstep: Class 14 contains 8245 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 17235 members 
Mstep: Class 17 contains 96831 members 
Mstep: Class 18 contains 3986 members 
Mstep: Class 19 contains 12728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84801728.000000 Penalty: 38922.761719
Iteration 31Q: 19 clusters Score -8.480173e+07 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 15362 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 34561 members 
Mstep: Class 5 contains 35262 members 
Mstep: Class 6 contains 28463 members 
Mstep: Class 7 contains 3597 members 
Mstep: Class 8 contains 87087 members 
Mstep: Class 9 contains 5489 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 23309 members 
Mstep: Class 13 contains 159629 members 
Mstep: Class 14 contains 7938 members 
Mstep: Class 15 contains 4440 members 
Mstep: Class 16 contains 17366 members 
Mstep: Class 17 contains 95737 members 
Mstep: Class 18 contains 3989 members 
Mstep: Class 19 contains 12811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84809608.000000 Penalty: 38922.761719
Iteration 32Q: 19 clusters Score -8.480961e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 60295 members 
Mstep: Class 2 contains 15359 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 34839 members 
Mstep: Class 5 contains 37300 members 
Mstep: Class 6 contains 28527 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 87005 members 
Mstep: Class 9 contains 5468 members 
Mstep: Class 10 contains 4885 members 
Mstep: Class 11 contains 23753 members 
Mstep: Class 13 contains 158571 members 
Mstep: Class 14 contains 7776 members 
Mstep: Class 15 contains 4435 members 
Mstep: Class 16 contains 17506 members 
Mstep: Class 17 contains 94541 members 
Mstep: Class 18 contains 3994 members 
Mstep: Class 19 contains 12877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84815792.000000 Penalty: 38922.761719
Iteration 33Q: 19 clusters Score -8.481579e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 60185 members 
Mstep: Class 2 contains 15355 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 35146 members 
Mstep: Class 5 contains 38874 members 
Mstep: Class 6 contains 28596 members 
Mstep: Class 7 contains 3691 members 
Mstep: Class 8 contains 86977 members 
Mstep: Class 9 contains 5450 members 
Mstep: Class 10 contains 4903 members 
Mstep: Class 11 contains 24166 members 
Mstep: Class 13 contains 157564 members 
Mstep: Class 14 contains 7700 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 17621 members 
Mstep: Class 17 contains 93222 members 
Mstep: Class 18 contains 3977 members 
Mstep: Class 19 contains 12919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84822064.000000 Penalty: 38922.761719
Iteration 34Q: 19 clusters Score -8.482206e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 15354 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 35410 members 
Mstep: Class 5 contains 40248 members 
Mstep: Class 6 contains 28659 members 
Mstep: Class 7 contains 3724 members 
Mstep: Class 8 contains 86944 members 
Mstep: Class 9 contains 5430 members 
Mstep: Class 10 contains 4902 members 
Mstep: Class 11 contains 24560 members 
Mstep: Class 13 contains 156473 members 
Mstep: Class 14 contains 7660 members 
Mstep: Class 15 contains 4426 members 
Mstep: Class 16 contains 17743 members 
Mstep: Class 17 contains 91959 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 12962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84826536.000000 Penalty: 38922.761719
Iteration 35Q: 19 clusters Score -8.482654e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 60759 members 
Mstep: Class 2 contains 15357 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 35645 members 
Mstep: Class 5 contains 41180 members 
Mstep: Class 6 contains 28714 members 
Mstep: Class 7 contains 3751 members 
Mstep: Class 8 contains 86907 members 
Mstep: Class 9 contains 5428 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 24867 members 
Mstep: Class 13 contains 155580 members 
Mstep: Class 14 contains 7649 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 17866 members 
Mstep: Class 17 contains 90790 members 
Mstep: Class 18 contains 3979 members 
Mstep: Class 19 contains 12977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84829520.000000 Penalty: 38922.761719
Iteration 36Q: 19 clusters Score -8.482952e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 61146 members 
Mstep: Class 2 contains 15356 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 35868 members 
Mstep: Class 5 contains 41739 members 
Mstep: Class 6 contains 28775 members 
Mstep: Class 7 contains 3773 members 
Mstep: Class 8 contains 86892 members 
Mstep: Class 9 contains 5430 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 25155 members 
Mstep: Class 13 contains 154864 members 
Mstep: Class 14 contains 7642 members 
Mstep: Class 15 contains 4425 members 
Mstep: Class 16 contains 17976 members 
Mstep: Class 17 contains 89872 members 
Mstep: Class 18 contains 3977 members 
Mstep: Class 19 contains 12982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84832264.000000 Penalty: 38922.761719
Iteration 37Q: 19 clusters Score -8.483226e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 61592 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 36031 members 
Mstep: Class 5 contains 42098 members 
Mstep: Class 6 contains 28816 members 
Mstep: Class 7 contains 3782 members 
Mstep: Class 8 contains 86888 members 
Mstep: Class 9 contains 5424 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 25428 members 
Mstep: Class 13 contains 154316 members 
Mstep: Class 14 contains 7653 members 
Mstep: Class 15 contains 4431 members 
Mstep: Class 16 contains 18050 members 
Mstep: Class 17 contains 89051 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 12989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84833984.000000 Penalty: 38922.761719
Iteration 38Q: 19 clusters Score -8.483398e+07 nChanged 2621
Entering ConstructFrom: 
Score: -84833984.000000 Penalty: 38922.761719
Entering ConstructFrom: 
Trying to split cluster 1 (62068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62068 members 
Entering Unmasked Estep 
Score: -9041617.000000 Penalty: 1793.347656
	Iteration 0F: 2 clusters Score -9041617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -9026887.000000 Penalty: 3586.695312
	Iteration 0F: 3 clusters Score -9026887 nChanged 29473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -9044759.000000 Penalty: 3586.695312
	Iteration 1F: 3 clusters Score -9044759 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -9047212.000000 Penalty: 3586.695312
	Iteration 2F: 3 clusters Score -9047212 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -9051004.000000 Penalty: 3586.695312
	Iteration 3F: 3 clusters Score -9051004 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -9054704.000000 Penalty: 3586.695312
	Iteration 4F: 3 clusters Score -9054704 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -9057161.000000 Penalty: 3586.695312
	Iteration 5F: 3 clusters Score -9057161 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -9058360.000000 Penalty: 3586.695312
	Iteration 6Q: 3 clusters Score -9058360 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -9058979.000000 Penalty: 3586.695312
	Iteration 7Q: 3 clusters Score -9058979 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -9059453.000000 Penalty: 3586.695312
	Iteration 8Q: 3 clusters Score -9059453 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -9059911.000000 Penalty: 3586.695312
	Iteration 9Q: 3 clusters Score -9059911 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -9060362.000000 Penalty: 3586.695312
	Iteration 10Q: 3 clusters Score -9060362 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -9060842.000000 Penalty: 3586.695312
	Iteration 11Q: 3 clusters Score -9060842 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -9061400.000000 Penalty: 3586.695312
	Iteration 12Q: 3 clusters Score -9061400 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -9061941.000000 Penalty: 3586.695312
	Iteration 13Q: 3 clusters Score -9061941 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -9062391.000000 Penalty: 3586.695312
	Iteration 14Q: 3 clusters Score -9062391 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -9062908.000000 Penalty: 3586.695312
	Iteration 15Q: 3 clusters Score -9062908 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -9063334.000000 Penalty: 3586.695312
	Iteration 16Q: 3 clusters Score -9063334 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -9063652.000000 Penalty: 3586.695312
	Iteration 17Q: 3 clusters Score -9063652 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -9063916.000000 Penalty: 3586.695312
	Iteration 18Q: 3 clusters Score -9063916 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -9064003.000000 Penalty: 3586.695312
	Iteration 19Q: 3 clusters Score -9064003 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -9064090.000000 Penalty: 3586.695312
	Iteration 20F: 3 clusters Score -9064090 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -9063965.000000 Penalty: 3586.695312
	Iteration 21Q: 3 clusters Score -9063965 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -9063890.000000 Penalty: 3586.695312
	Iteration 22Q: 3 clusters Score -9063890 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -9063774.000000 Penalty: 3586.695312
	Iteration 23Q: 3 clusters Score -9063774 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -9063590.000000 Penalty: 3586.695312
	Iteration 24Q: 3 clusters Score -9063590 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -9063466.000000 Penalty: 3586.695312
	Iteration 25Q: 3 clusters Score -9063466 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -9063342.000000 Penalty: 3586.695312
	Iteration 26Q: 3 clusters Score -9063342 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -9063185.000000 Penalty: 3586.695312
	Iteration 27Q: 3 clusters Score -9063185 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -9063068.000000 Penalty: 3586.695312
	Iteration 28Q: 3 clusters Score -9063068 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -9062925.000000 Penalty: 3586.695312
	Iteration 29Q: 3 clusters Score -9062925 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -9062828.000000 Penalty: 3586.695312
	Iteration 30Q: 3 clusters Score -9062828 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -9062820.000000 Penalty: 3586.695312
	Iteration 31Q: 3 clusters Score -9062820 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -9062832.000000 Penalty: 3586.695312
	Iteration 32Q: 3 clusters Score -9062832 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -9062862.000000 Penalty: 3586.695312
	Iteration 33Q: 3 clusters Score -9062862 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -9062913.000000 Penalty: 3586.695312
	Iteration 34Q: 3 clusters Score -9062913 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -9062917.000000 Penalty: 3586.695312
	Iteration 35Q: 3 clusters Score -9062917 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -9062963.000000 Penalty: 3586.695312
	Iteration 36Q: 3 clusters Score -9062963 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -9062996.000000 Penalty: 3586.695312
	Iteration 37Q: 3 clusters Score -9062996 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -9062993.000000 Penalty: 3586.695312
	Iteration 38Q: 3 clusters Score -9062993 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -9063016.000000 Penalty: 3586.695312
	Iteration 39Q: 3 clusters Score -9063016 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -9063026.000000 Penalty: 3586.695312
	Iteration 40F: 3 clusters Score -9063026 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -9063068.000000 Penalty: 3586.695312
	Iteration 41Q: 3 clusters Score -9063068 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -9063135.000000 Penalty: 3586.695312
	Iteration 42Q: 3 clusters Score -9063135 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -9063191.000000 Penalty: 3586.695312
	Iteration 43Q: 3 clusters Score -9063191 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -9063231.000000 Penalty: 3586.695312
	Iteration 44Q: 3 clusters Score -9063231 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -9063289.000000 Penalty: 3586.695312
	Iteration 45Q: 3 clusters Score -9063289 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -9063304.000000 Penalty: 3586.695312
	Iteration 46Q: 3 clusters Score -9063304 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -9063350.000000 Penalty: 3586.695312
	Iteration 47Q: 3 clusters Score -9063350 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -9063379.000000 Penalty: 3586.695312
	Iteration 48Q: 3 clusters Score -9063379 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -9063403.000000 Penalty: 3586.695312
	Iteration 49Q: 3 clusters Score -9063403 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -9063454.000000 Penalty: 3586.695312
	Iteration 50Q: 3 clusters Score -9063454 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -9063495.000000 Penalty: 3586.695312
	Iteration 51Q: 3 clusters Score -9063495 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -9063539.000000 Penalty: 3586.695312
	Iteration 52Q: 3 clusters Score -9063539 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -9063553.000000 Penalty: 3586.695312
	Iteration 53Q: 3 clusters Score -9063553 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -9063622.000000 Penalty: 3586.695312
	Iteration 54Q: 3 clusters Score -9063622 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -9063641.000000 Penalty: 3586.695312
	Iteration 55Q: 3 clusters Score -9063641 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -9063696.000000 Penalty: 3586.695312
	Iteration 56Q: 3 clusters Score -9063696 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -9063811.000000 Penalty: 3586.695312
	Iteration 57Q: 3 clusters Score -9063811 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -9063922.000000 Penalty: 3586.695312
	Iteration 58Q: 3 clusters Score -9063922 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -9064045.000000 Penalty: 3586.695312
	Iteration 59Q: 3 clusters Score -9064045 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -9064275.000000 Penalty: 3586.695312
	Iteration 60F: 3 clusters Score -9064275 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -9064586.000000 Penalty: 3586.695312
	Iteration 61Q: 3 clusters Score -9064586 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -9064923.000000 Penalty: 3586.695312
	Iteration 62Q: 3 clusters Score -9064923 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -9065357.000000 Penalty: 3586.695312
	Iteration 63Q: 3 clusters Score -9065357 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -9065959.000000 Penalty: 3586.695312
	Iteration 64Q: 3 clusters Score -9065959 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -9066676.000000 Penalty: 3586.695312
	Iteration 65Q: 3 clusters Score -9066676 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -9067522.000000 Penalty: 3586.695312
	Iteration 66Q: 3 clusters Score -9067522 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -9068594.000000 Penalty: 3586.695312
	Iteration 67Q: 3 clusters Score -9068594 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -9069512.000000 Penalty: 3586.695312
	Iteration 68Q: 3 clusters Score -9069512 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -9070302.000000 Penalty: 3586.695312
	Iteration 69Q: 3 clusters Score -9070302 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -9070690.000000 Penalty: 3586.695312
	Iteration 70Q: 3 clusters Score -9070690 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -9070920.000000 Penalty: 3586.695312
	Iteration 71Q: 3 clusters Score -9070920 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -9071035.000000 Penalty: 3586.695312
	Iteration 72Q: 3 clusters Score -9071035 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -9071114.000000 Penalty: 3586.695312
	Iteration 73Q: 3 clusters Score -9071114 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -9071149.000000 Penalty: 3586.695312
	Iteration 74Q: 3 clusters Score -9071149 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -9071163.000000 Penalty: 3586.695312
	Iteration 75Q: 3 clusters Score -9071163 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -9071169.000000 Penalty: 3586.695312
	Iteration 76Q: 3 clusters Score -9071169 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -9071196.000000 Penalty: 3586.695312
	Iteration 77Q: 3 clusters Score -9071196 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -9071221.000000 Penalty: 3586.695312
	Iteration 78Q: 3 clusters Score -9071221 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -9071242.000000 Penalty: 3586.695312
	Iteration 79Q: 3 clusters Score -9071242 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -9071299.000000 Penalty: 3586.695312
	Iteration 80F: 3 clusters Score -9071299 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -9071353.000000 Penalty: 3586.695312
	Iteration 81Q: 3 clusters Score -9071353 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -9071348.000000 Penalty: 3586.695312
	Iteration 82Q: 3 clusters Score -9071348 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -9071358.000000 Penalty: 3586.695312
	Iteration 83Q: 3 clusters Score -9071358 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -9071357.000000 Penalty: 3586.695312
	Iteration 84Q: 3 clusters Score -9071357 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -9071371.000000 Penalty: 3586.695312
	Iteration 85Q: 3 clusters Score -9071371 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -9071390.000000 Penalty: 3586.695312
	Iteration 86Q: 3 clusters Score -9071390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -9071392.000000 Penalty: 3586.695312
	Iteration 87Q: 3 clusters Score -9071392 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -9071379.000000 Penalty: 3586.695312
	Iteration 88Q: 3 clusters Score -9071379 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -9071401.000000 Penalty: 3586.695312
	Iteration 89Q: 3 clusters Score -9071401 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -9071388.000000 Penalty: 3586.695312
	Iteration 90Q: 3 clusters Score -9071388 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -9071387.000000 Penalty: 3586.695312
	Iteration 91Q: 3 clusters Score -9071387 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -9071424.000000 Penalty: 3586.695312
	Iteration 92Q: 3 clusters Score -9071424 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -9071429.000000 Penalty: 3586.695312
	Iteration 93Q: 3 clusters Score -9071429 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -9071401.000000 Penalty: 3586.695312
	Iteration 94Q: 3 clusters Score -9071401 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -9071406.000000 Penalty: 3586.695312
	Iteration 95Q: 3 clusters Score -9071406 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -9071402.000000 Penalty: 3586.695312
	Iteration 96Q: 3 clusters Score -9071402 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -9071411.000000 Penalty: 3586.695312
	Iteration 97Q: 3 clusters Score -9071411 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -9071398.000000 Penalty: 3586.695312
	Iteration 98Q: 3 clusters Score -9071398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -9071401.000000 Penalty: 3586.695312
	Iteration 99Q: 3 clusters Score -9071401 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -9071406.000000 Penalty: 3586.695312
	Iteration 100F: 3 clusters Score -9071406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -9071400.000000 Penalty: 3586.695312
	Iteration 101Q: 3 clusters Score -9071400 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -9071442.000000 Penalty: 3586.695312
	Iteration 102Q: 3 clusters Score -9071442 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -9071420.000000 Penalty: 3586.695312
	Iteration 103Q: 3 clusters Score -9071420 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -9071404.000000 Penalty: 3586.695312
	Iteration 104Q: 3 clusters Score -9071404 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -9071363.000000 Penalty: 3586.695312
	Iteration 105Q: 3 clusters Score -9071363 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -9071375.000000 Penalty: 3586.695312
	Iteration 106Q: 3 clusters Score -9071375 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -9071373.000000 Penalty: 3586.695312
	Iteration 107Q: 3 clusters Score -9071373 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -9071384.000000 Penalty: 3586.695312
	Iteration 108Q: 3 clusters Score -9071384 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -9071384.000000 Penalty: 3586.695312
	Iteration 109Q: 3 clusters Score -9071384 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -9071402.000000 Penalty: 3586.695312
	Iteration 110Q: 3 clusters Score -9071402 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -9071402.000000 Penalty: 3586.695312
	Iteration 111Q: 3 clusters Score -9071402 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -9071394.000000 Penalty: 3586.695312
	Iteration 112Q: 3 clusters Score -9071394 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -9071421.000000 Penalty: 3586.695312
	Iteration 113Q: 3 clusters Score -9071421 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -9071415.000000 Penalty: 3586.695312
	Iteration 114Q: 3 clusters Score -9071415 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -9071398.000000 Penalty: 3586.695312
	Iteration 115Q: 3 clusters Score -9071398 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -9071387.000000 Penalty: 3586.695312
	Iteration 116Q: 3 clusters Score -9071387 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -9071401.000000 Penalty: 3586.695312
	Iteration 117Q: 3 clusters Score -9071401 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -9071380.000000 Penalty: 3586.695312
	Iteration 118Q: 3 clusters Score -9071380 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -9071366.000000 Penalty: 3586.695312
	Iteration 119Q: 3 clusters Score -9071366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -9071367.000000 Penalty: 3586.695312
	Iteration 120F: 3 clusters Score -9071367 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -9071342.000000 Penalty: 3586.695312
	Iteration 121Q: 3 clusters Score -9071342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -9071341.000000 Penalty: 3586.695312
	Iteration 122Q: 3 clusters Score -9071341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -9071335.000000 Penalty: 3586.695312
	Iteration 123Q: 3 clusters Score -9071335 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -9071338.000000 Penalty: 3586.695312
	Iteration 124Q: 3 clusters Score -9071338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -9071340.000000 Penalty: 3586.695312
	Iteration 125Q: 3 clusters Score -9071340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -9071339.000000 Penalty: 3586.695312
	Iteration 126Q: 3 clusters Score -9071339 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -9071339.000000 Penalty: 3586.695312
	Iteration 127Q: 3 clusters Score -9071339 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -9071350.000000 Penalty: 3586.695312
	Iteration 128Q: 3 clusters Score -9071350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -9071359.000000 Penalty: 3586.695312
	Iteration 129Q: 3 clusters Score -9071359 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -9071345.000000 Penalty: 3586.695312
	Iteration 130Q: 3 clusters Score -9071345 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -9071331.000000 Penalty: 3586.695312
	Iteration 131Q: 3 clusters Score -9071331 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -9071331.000000 Penalty: 3586.695312
	Iteration 132Q: 3 clusters Score -9071331 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -9071324.000000 Penalty: 3586.695312
	Iteration 133Q: 3 clusters Score -9071324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -9071331.000000 Penalty: 3586.695312
	Iteration 134Q: 3 clusters Score -9071331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -9071331.000000 Penalty: 3586.695312
	Iteration 135Q: 3 clusters Score -9071331 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -9071329.000000 Penalty: 3586.695312
	Iteration 136Q: 3 clusters Score -9071329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -9071334.000000 Penalty: 3586.695312
	Iteration 137Q: 3 clusters Score -9071334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -9071331.000000 Penalty: 3586.695312
	Iteration 138Q: 3 clusters Score -9071331 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -9071317.000000 Penalty: 3586.695312
	Iteration 139Q: 3 clusters Score -9071317 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -9071318.000000 Penalty: 3586.695312
	Iteration 140F: 3 clusters Score -9071318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -9071310.000000 Penalty: 3586.695312
	Iteration 141Q: 3 clusters Score -9071310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -9071323.000000 Penalty: 3586.695312
	Iteration 142Q: 3 clusters Score -9071323 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -9071312.000000 Penalty: 3586.695312
	Iteration 143Q: 3 clusters Score -9071312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -9071299.000000 Penalty: 3586.695312
	Iteration 144Q: 3 clusters Score -9071299 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -9071301.000000 Penalty: 3586.695312
	Iteration 145Q: 3 clusters Score -9071301 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -9071287.000000 Penalty: 3586.695312
	Iteration 146Q: 3 clusters Score -9071287 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -9071279.000000 Penalty: 3586.695312
	Iteration 147Q: 3 clusters Score -9071279 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -9071284.000000 Penalty: 3586.695312
	Iteration 148Q: 3 clusters Score -9071284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -9071293.000000 Penalty: 3586.695312
	Iteration 149Q: 3 clusters Score -9071293 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -9071298.000000 Penalty: 3586.695312
	Iteration 150Q: 3 clusters Score -9071298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -9071295.000000 Penalty: 3586.695312
	Iteration 151Q: 3 clusters Score -9071295 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -9071305.000000 Penalty: 3586.695312
	Iteration 152Q: 3 clusters Score -9071305 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -9071296.000000 Penalty: 3586.695312
	Iteration 153Q: 3 clusters Score -9071296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -9071294.000000 Penalty: 3586.695312
	Iteration 154Q: 3 clusters Score -9071294 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -9071291.000000 Penalty: 3586.695312
	Iteration 155Q: 3 clusters Score -9071291 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -9071292.000000 Penalty: 3586.695312
	Iteration 156Q: 3 clusters Score -9071292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -9071295.000000 Penalty: 3586.695312
	Iteration 157Q: 3 clusters Score -9071295 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -9071308.000000 Penalty: 3586.695312
	Iteration 158Q: 3 clusters Score -9071308 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -9071309.000000 Penalty: 3586.695312
	Iteration 159Q: 3 clusters Score -9071309 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -9071273.000000 Penalty: 3586.695312
	Iteration 160F: 3 clusters Score -9071273 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -9071281.000000 Penalty: 3586.695312
	Iteration 161Q: 3 clusters Score -9071281 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -9071290.000000 Penalty: 3586.695312
	Iteration 162Q: 3 clusters Score -9071290 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -9071306.000000 Penalty: 3586.695312
	Iteration 163Q: 3 clusters Score -9071306 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -9071313.000000 Penalty: 3586.695312
	Iteration 164Q: 3 clusters Score -9071313 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -9071286.000000 Penalty: 3586.695312
	Iteration 165Q: 3 clusters Score -9071286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -9071277.000000 Penalty: 3586.695312
	Iteration 166Q: 3 clusters Score -9071277 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -9071277.000000 Penalty: 3586.695312
	Iteration 167Q: 3 clusters Score -9071277 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -9071291.000000 Penalty: 3586.695312
	Iteration 168Q: 3 clusters Score -9071291 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -9071281.000000 Penalty: 3586.695312
	Iteration 169Q: 3 clusters Score -9071281 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -9071288.000000 Penalty: 3586.695312
	Iteration 170Q: 3 clusters Score -9071288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -9071274.000000 Penalty: 3586.695312
	Iteration 171Q: 3 clusters Score -9071274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -9071263.000000 Penalty: 3586.695312
	Iteration 172Q: 3 clusters Score -9071263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -9071268.000000 Penalty: 3586.695312
	Iteration 173Q: 3 clusters Score -9071268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -9071245.000000 Penalty: 3586.695312
	Iteration 174Q: 3 clusters Score -9071245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -9071248.000000 Penalty: 3586.695312
	Iteration 175Q: 3 clusters Score -9071248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -9071246.000000 Penalty: 3586.695312
	Iteration 176Q: 3 clusters Score -9071246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -9071244.000000 Penalty: 3586.695312
	Iteration 177Q: 3 clusters Score -9071244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -9071247.000000 Penalty: 3586.695312
	Iteration 178Q: 3 clusters Score -9071247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -9071245.000000 Penalty: 3586.695312
	Iteration 179Q: 3 clusters Score -9071245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -9071240.000000 Penalty: 3586.695312
	Iteration 180F: 3 clusters Score -9071240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -9071256.000000 Penalty: 3586.695312
	Iteration 181Q: 3 clusters Score -9071256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -9071245.000000 Penalty: 3586.695312
	Iteration 182Q: 3 clusters Score -9071245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -9071251.000000 Penalty: 3586.695312
	Iteration 183Q: 3 clusters Score -9071251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -9071259.000000 Penalty: 3586.695312
	Iteration 184Q: 3 clusters Score -9071259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -9071269.000000 Penalty: 3586.695312
	Iteration 185Q: 3 clusters Score -9071269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -9071269.000000 Penalty: 3586.695312
	Iteration 186Q: 3 clusters Score -9071269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -9071261.000000 Penalty: 3586.695312
	Iteration 187Q: 3 clusters Score -9071261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -9071264.000000 Penalty: 3586.695312
	Iteration 188Q: 3 clusters Score -9071264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -9071269.000000 Penalty: 3586.695312
	Iteration 189Q: 3 clusters Score -9071269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -9071271.000000 Penalty: 3586.695312
	Iteration 190Q: 3 clusters Score -9071271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -9071268.000000 Penalty: 3586.695312
	Iteration 191Q: 3 clusters Score -9071268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -9071265.000000 Penalty: 3586.695312
	Iteration 192Q: 3 clusters Score -9071265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -9071260.000000 Penalty: 3586.695312
	Iteration 193Q: 3 clusters Score -9071260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -9071258.000000 Penalty: 3586.695312
	Iteration 194Q: 3 clusters Score -9071258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -9071267.000000 Penalty: 3586.695312
	Iteration 195Q: 3 clusters Score -9071267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -9071262.000000 Penalty: 3586.695312
	Iteration 196Q: 3 clusters Score -9071262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -9071258.000000 Penalty: 3586.695312
	Iteration 197Q: 3 clusters Score -9071258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -9071263.000000 Penalty: 3586.695312
	Iteration 198Q: 3 clusters Score -9071263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -9071263.000000 Penalty: 3586.695312
	Iteration 199Q: 3 clusters Score -9071263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -9071258.000000 Penalty: 3586.695312
	Iteration 200F: 3 clusters Score -9071258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -9071257.000000 Penalty: 3586.695312
	Iteration 201Q: 3 clusters Score -9071257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -9071261.000000 Penalty: 3586.695312
	Iteration 202Q: 3 clusters Score -9071261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -9071259.000000 Penalty: 3586.695312
	Iteration 203Q: 3 clusters Score -9071259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -9071259.000000 Penalty: 3586.695312
	Iteration 204F: 3 clusters Score -9071259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 36172 members 
Mstep: Class 5 contains 42299 members 
Mstep: Class 6 contains 28889 members 
Mstep: Class 7 contains 3799 members 
Mstep: Class 8 contains 86886 members 
Mstep: Class 9 contains 5422 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 25602 members 
Mstep: Class 12 contains 32769 members 
Mstep: Class 13 contains 153907 members 
Mstep: Class 14 contains 7659 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 18115 members 
Mstep: Class 17 contains 88300 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 13003 members 
Entering Unmasked Estep 
Score: -84864768.000000 Penalty: 41085.140625
Splitting cluster 1 changes total score from -84833984.000000 to -84864768.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 2 (15353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Entering Unmasked Estep 
Score: -1734940.875000 Penalty: 1566.348145
	Iteration 0F: 2 clusters Score -1734941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1724403.125000 Penalty: 3132.696289
	Iteration 0F: 3 clusters Score -1724403 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1728585.125000 Penalty: 3132.696289
	Iteration 1F: 3 clusters Score -1728585 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1729338.500000 Penalty: 3132.696289
	Iteration 2F: 3 clusters Score -1729338 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1729962.500000 Penalty: 3132.696289
	Iteration 3F: 3 clusters Score -1729962 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1730423.000000 Penalty: 3132.696289
	Iteration 4F: 3 clusters Score -1730423 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1730796.500000 Penalty: 3132.696289
	Iteration 5Q: 3 clusters Score -1730796 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1731199.375000 Penalty: 3132.696289
	Iteration 6Q: 3 clusters Score -1731199 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1731661.875000 Penalty: 3132.696289
	Iteration 7Q: 3 clusters Score -1731662 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1732172.625000 Penalty: 3132.696289
	Iteration 8Q: 3 clusters Score -1732173 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1732731.000000 Penalty: 3132.696289
	Iteration 9Q: 3 clusters Score -1732731 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1733168.625000 Penalty: 3132.696289
	Iteration 10Q: 3 clusters Score -1733169 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1733453.125000 Penalty: 3132.696289
	Iteration 11Q: 3 clusters Score -1733453 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1733600.375000 Penalty: 3132.696289
	Iteration 12Q: 3 clusters Score -1733600 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1733664.500000 Penalty: 3132.696289
	Iteration 13Q: 3 clusters Score -1733664 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1733706.000000 Penalty: 3132.696289
	Iteration 14Q: 3 clusters Score -1733706 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1733725.500000 Penalty: 3132.696289
	Iteration 15Q: 3 clusters Score -1733726 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1733750.875000 Penalty: 3132.696289
	Iteration 16Q: 3 clusters Score -1733751 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1733762.500000 Penalty: 3132.696289
	Iteration 17Q: 3 clusters Score -1733762 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1733767.750000 Penalty: 3132.696289
	Iteration 18Q: 3 clusters Score -1733768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1733778.625000 Penalty: 3132.696289
	Iteration 19Q: 3 clusters Score -1733779 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1733784.000000 Penalty: 3132.696289
	Iteration 20F: 3 clusters Score -1733784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1733790.000000 Penalty: 3132.696289
	Iteration 21Q: 3 clusters Score -1733790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1733788.500000 Penalty: 3132.696289
	Iteration 22Q: 3 clusters Score -1733788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1733790.500000 Penalty: 3132.696289
	Iteration 23Q: 3 clusters Score -1733790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1733795.625000 Penalty: 3132.696289
	Iteration 24Q: 3 clusters Score -1733796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1733792.375000 Penalty: 3132.696289
	Iteration 25Q: 3 clusters Score -1733792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1733793.250000 Penalty: 3132.696289
	Iteration 26Q: 3 clusters Score -1733793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1733793.375000 Penalty: 3132.696289
	Iteration 27Q: 3 clusters Score -1733793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1733794.125000 Penalty: 3132.696289
	Iteration 28Q: 3 clusters Score -1733794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1733796.375000 Penalty: 3132.696289
	Iteration 29Q: 3 clusters Score -1733796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1733799.750000 Penalty: 3132.696289
	Iteration 30Q: 3 clusters Score -1733800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1733797.750000 Penalty: 3132.696289
	Iteration 31Q: 3 clusters Score -1733798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1733796.750000 Penalty: 3132.696289
	Iteration 32Q: 3 clusters Score -1733797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1733799.625000 Penalty: 3132.696289
	Iteration 33Q: 3 clusters Score -1733800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1733798.250000 Penalty: 3132.696289
	Iteration 34Q: 3 clusters Score -1733798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1733798.250000 Penalty: 3132.696289
	Iteration 35F: 3 clusters Score -1733798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -45810.304688 Penalty: 1005.258911
	Iteration 0F: 2 clusters Score -45810.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45222.675781 Penalty: 2010.517822
	Iteration 0F: 3 clusters Score -45222.68 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -46756.292969 Penalty: 2010.517822
	Iteration 1F: 3 clusters Score -46756.29 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -48007.867188 Penalty: 2010.517822
	Iteration 2F: 3 clusters Score -48007.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -48522.523438 Penalty: 2010.517822
	Iteration 3F: 3 clusters Score -48522.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -48693.843750 Penalty: 2010.517822
	Iteration 4Q: 3 clusters Score -48693.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48731.222656 Penalty: 2010.517822
	Iteration 5Q: 3 clusters Score -48731.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -48744.281250 Penalty: 2010.517822
	Iteration 6Q: 3 clusters Score -48744.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -48744.281250 Penalty: 2010.517822
	Iteration 7F: 3 clusters Score -48744.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 198 members 
Mstep: Class 4 contains 36172 members 
Mstep: Class 5 contains 42299 members 
Mstep: Class 6 contains 28889 members 
Mstep: Class 7 contains 3799 members 
Mstep: Class 8 contains 86886 members 
Mstep: Class 9 contains 5422 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 25602 members 
Mstep: Class 12 contains 32769 members 
Mstep: Class 13 contains 153907 members 
Mstep: Class 14 contains 7659 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 18115 members 
Mstep: Class 17 contains 88300 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 13003 members 
Mstep: Class 20 contains 288 members 
Entering Unmasked Estep 
Score: -84866520.000000 Penalty: 43247.515625
Splitting cluster 3 changes total score from -84833984.000000 to -84866520.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (36172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Entering Unmasked Estep 
Score: -5046549.000000 Penalty: 1705.606567
	Iteration 0F: 2 clusters Score -5046549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -5028963.500000 Penalty: 3411.213135
	Iteration 0F: 3 clusters Score -5028964 nChanged 16912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -5039212.500000 Penalty: 3411.213135
	Iteration 1F: 3 clusters Score -5039212 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -5041109.500000 Penalty: 3411.213135
	Iteration 2F: 3 clusters Score -5041110 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -5044293.500000 Penalty: 3411.213135
	Iteration 3F: 3 clusters Score -5044294 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -5048680.000000 Penalty: 3411.213135
	Iteration 4F: 3 clusters Score -5048680 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -5052998.500000 Penalty: 3411.213135
	Iteration 5F: 3 clusters Score -5052998 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -5055758.000000 Penalty: 3411.213135
	Iteration 6F: 3 clusters Score -5055758 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -5057368.000000 Penalty: 3411.213135
	Iteration 7F: 3 clusters Score -5057368 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -5058362.500000 Penalty: 3411.213135
	Iteration 8Q: 3 clusters Score -5058362 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -5059098.000000 Penalty: 3411.213135
	Iteration 9Q: 3 clusters Score -5059098 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -5059616.500000 Penalty: 3411.213135
	Iteration 10Q: 3 clusters Score -5059616 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -5060091.000000 Penalty: 3411.213135
	Iteration 11Q: 3 clusters Score -5060091 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -5060345.000000 Penalty: 3411.213135
	Iteration 12Q: 3 clusters Score -5060345 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -5060420.000000 Penalty: 3411.213135
	Iteration 13Q: 3 clusters Score -5060420 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -5060460.500000 Penalty: 3411.213135
	Iteration 14Q: 3 clusters Score -5060460 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -5060473.500000 Penalty: 3411.213135
	Iteration 15Q: 3 clusters Score -5060474 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -5060439.500000 Penalty: 3411.213135
	Iteration 16Q: 3 clusters Score -5060440 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -5060445.500000 Penalty: 3411.213135
	Iteration 17Q: 3 clusters Score -5060446 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -5060427.500000 Penalty: 3411.213135
	Iteration 18Q: 3 clusters Score -5060428 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -5060425.000000 Penalty: 3411.213135
	Iteration 19Q: 3 clusters Score -5060425 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -5060386.000000 Penalty: 3411.213135
	Iteration 20F: 3 clusters Score -5060386 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -5060369.500000 Penalty: 3411.213135
	Iteration 21Q: 3 clusters Score -5060370 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -5060354.500000 Penalty: 3411.213135
	Iteration 22Q: 3 clusters Score -5060354 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -5060317.000000 Penalty: 3411.213135
	Iteration 23Q: 3 clusters Score -5060317 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -5060267.500000 Penalty: 3411.213135
	Iteration 24Q: 3 clusters Score -5060268 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -5060243.000000 Penalty: 3411.213135
	Iteration 25Q: 3 clusters Score -5060243 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -5060234.000000 Penalty: 3411.213135
	Iteration 26Q: 3 clusters Score -5060234 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -5060221.500000 Penalty: 3411.213135
	Iteration 27Q: 3 clusters Score -5060222 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -5060195.000000 Penalty: 3411.213135
	Iteration 28Q: 3 clusters Score -5060195 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -5060180.500000 Penalty: 3411.213135
	Iteration 29Q: 3 clusters Score -5060180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -5060166.000000 Penalty: 3411.213135
	Iteration 30Q: 3 clusters Score -5060166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -5060166.000000 Penalty: 3411.213135
	Iteration 31Q: 3 clusters Score -5060166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -5060161.000000 Penalty: 3411.213135
	Iteration 32Q: 3 clusters Score -5060161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -5060160.500000 Penalty: 3411.213135
	Iteration 33Q: 3 clusters Score -5060160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -5060155.000000 Penalty: 3411.213135
	Iteration 34Q: 3 clusters Score -5060155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -5060144.000000 Penalty: 3411.213135
	Iteration 35Q: 3 clusters Score -5060144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -5060130.500000 Penalty: 3411.213135
	Iteration 36Q: 3 clusters Score -5060130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -5060124.000000 Penalty: 3411.213135
	Iteration 37Q: 3 clusters Score -5060124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -5060125.500000 Penalty: 3411.213135
	Iteration 38Q: 3 clusters Score -5060126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -5060119.500000 Penalty: 3411.213135
	Iteration 39Q: 3 clusters Score -5060120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -5060115.000000 Penalty: 3411.213135
	Iteration 40F: 3 clusters Score -5060115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -5060115.000000 Penalty: 3411.213135
	Iteration 41Q: 3 clusters Score -5060115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -5060110.500000 Penalty: 3411.213135
	Iteration 42Q: 3 clusters Score -5060110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5060103.500000 Penalty: 3411.213135
	Iteration 43Q: 3 clusters Score -5060104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -5060100.000000 Penalty: 3411.213135
	Iteration 44Q: 3 clusters Score -5060100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -5060103.000000 Penalty: 3411.213135
	Iteration 45Q: 3 clusters Score -5060103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -5060095.500000 Penalty: 3411.213135
	Iteration 46Q: 3 clusters Score -5060096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -5060096.000000 Penalty: 3411.213135
	Iteration 47Q: 3 clusters Score -5060096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -5060093.500000 Penalty: 3411.213135
	Iteration 48Q: 3 clusters Score -5060094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -5060093.500000 Penalty: 3411.213135
	Iteration 49F: 3 clusters Score -5060094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 198 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 42299 members 
Mstep: Class 6 contains 28889 members 
Mstep: Class 7 contains 3799 members 
Mstep: Class 8 contains 86886 members 
Mstep: Class 9 contains 5422 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 25602 members 
Mstep: Class 12 contains 32769 members 
Mstep: Class 13 contains 153907 members 
Mstep: Class 14 contains 7659 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 18115 members 
Mstep: Class 17 contains 88300 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 13003 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 23017 members 
Entering Unmasked Estep 
Score: -84880256.000000 Penalty: 45409.890625
Splitting cluster 4 changes total score from -84833984.000000 to -84880256.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (42299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Entering Unmasked Estep 
Score: -6147509.000000 Penalty: 1731.034180
	Iteration 0F: 2 clusters Score -6147509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -6128192.000000 Penalty: 3462.068359
	Iteration 0F: 3 clusters Score -6128192 nChanged 19693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -6140964.000000 Penalty: 3462.068359
	Iteration 1F: 3 clusters Score -6140964 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -6143824.500000 Penalty: 3462.068359
	Iteration 2F: 3 clusters Score -6143824 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -6148088.500000 Penalty: 3462.068359
	Iteration 3F: 3 clusters Score -6148088 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -6154720.500000 Penalty: 3462.068359
	Iteration 4F: 3 clusters Score -6154720 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -6163462.000000 Penalty: 3462.068359
	Iteration 5F: 3 clusters Score -6163462 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -6169925.500000 Penalty: 3462.068359
	Iteration 6F: 3 clusters Score -6169926 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -6172023.500000 Penalty: 3462.068359
	Iteration 7F: 3 clusters Score -6172024 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -6172545.500000 Penalty: 3462.068359
	Iteration 8Q: 3 clusters Score -6172546 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -6172685.000000 Penalty: 3462.068359
	Iteration 9Q: 3 clusters Score -6172685 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -6172747.000000 Penalty: 3462.068359
	Iteration 10Q: 3 clusters Score -6172747 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -6172737.500000 Penalty: 3462.068359
	Iteration 11Q: 3 clusters Score -6172738 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -6172741.500000 Penalty: 3462.068359
	Iteration 12Q: 3 clusters Score -6172742 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -6172746.000000 Penalty: 3462.068359
	Iteration 13Q: 3 clusters Score -6172746 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -6172776.500000 Penalty: 3462.068359
	Iteration 14Q: 3 clusters Score -6172776 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -6172793.000000 Penalty: 3462.068359
	Iteration 15Q: 3 clusters Score -6172793 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -6172803.000000 Penalty: 3462.068359
	Iteration 16Q: 3 clusters Score -6172803 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -6172799.500000 Penalty: 3462.068359
	Iteration 17Q: 3 clusters Score -6172800 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -6172795.500000 Penalty: 3462.068359
	Iteration 18Q: 3 clusters Score -6172796 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -6172786.000000 Penalty: 3462.068359
	Iteration 19Q: 3 clusters Score -6172786 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -6172784.500000 Penalty: 3462.068359
	Iteration 20F: 3 clusters Score -6172784 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -6172785.500000 Penalty: 3462.068359
	Iteration 21Q: 3 clusters Score -6172786 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -6172789.000000 Penalty: 3462.068359
	Iteration 22Q: 3 clusters Score -6172789 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -6172806.500000 Penalty: 3462.068359
	Iteration 23Q: 3 clusters Score -6172806 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -6172797.500000 Penalty: 3462.068359
	Iteration 24Q: 3 clusters Score -6172798 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -6172781.000000 Penalty: 3462.068359
	Iteration 25Q: 3 clusters Score -6172781 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -6172796.500000 Penalty: 3462.068359
	Iteration 26Q: 3 clusters Score -6172796 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -6172818.000000 Penalty: 3462.068359
	Iteration 27Q: 3 clusters Score -6172818 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -6172784.500000 Penalty: 3462.068359
	Iteration 28Q: 3 clusters Score -6172784 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -6172787.000000 Penalty: 3462.068359
	Iteration 29Q: 3 clusters Score -6172787 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -6172781.500000 Penalty: 3462.068359
	Iteration 30Q: 3 clusters Score -6172782 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -6172756.500000 Penalty: 3462.068359
	Iteration 31Q: 3 clusters Score -6172756 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -6172757.000000 Penalty: 3462.068359
	Iteration 32Q: 3 clusters Score -6172757 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -6172749.000000 Penalty: 3462.068359
	Iteration 33Q: 3 clusters Score -6172749 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -6172744.500000 Penalty: 3462.068359
	Iteration 34Q: 3 clusters Score -6172744 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -6172750.000000 Penalty: 3462.068359
	Iteration 35Q: 3 clusters Score -6172750 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -6172752.500000 Penalty: 3462.068359
	Iteration 36Q: 3 clusters Score -6172752 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -6172763.000000 Penalty: 3462.068359
	Iteration 37Q: 3 clusters Score -6172763 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -6172736.500000 Penalty: 3462.068359
	Iteration 38Q: 3 clusters Score -6172736 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -6172726.000000 Penalty: 3462.068359
	Iteration 39Q: 3 clusters Score -6172726 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -6172704.500000 Penalty: 3462.068359
	Iteration 40F: 3 clusters Score -6172704 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -6172692.500000 Penalty: 3462.068359
	Iteration 41Q: 3 clusters Score -6172692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -6172705.000000 Penalty: 3462.068359
	Iteration 42Q: 3 clusters Score -6172705 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -6172702.500000 Penalty: 3462.068359
	Iteration 43Q: 3 clusters Score -6172702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -6172704.500000 Penalty: 3462.068359
	Iteration 44Q: 3 clusters Score -6172704 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -6172681.500000 Penalty: 3462.068359
	Iteration 45Q: 3 clusters Score -6172682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -6172664.000000 Penalty: 3462.068359
	Iteration 46Q: 3 clusters Score -6172664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -6172647.000000 Penalty: 3462.068359
	Iteration 47Q: 3 clusters Score -6172647 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -6172633.500000 Penalty: 3462.068359
	Iteration 48Q: 3 clusters Score -6172634 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -6172656.000000 Penalty: 3462.068359
	Iteration 49Q: 3 clusters Score -6172656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -6172648.000000 Penalty: 3462.068359
	Iteration 50Q: 3 clusters Score -6172648 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -6172636.500000 Penalty: 3462.068359
	Iteration 51Q: 3 clusters Score -6172636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -6172619.500000 Penalty: 3462.068359
	Iteration 52Q: 3 clusters Score -6172620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -6172609.500000 Penalty: 3462.068359
	Iteration 53Q: 3 clusters Score -6172610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -6172590.500000 Penalty: 3462.068359
	Iteration 54Q: 3 clusters Score -6172590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -6172579.500000 Penalty: 3462.068359
	Iteration 55Q: 3 clusters Score -6172580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -6172574.500000 Penalty: 3462.068359
	Iteration 56Q: 3 clusters Score -6172574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -6172564.500000 Penalty: 3462.068359
	Iteration 57Q: 3 clusters Score -6172564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -6172564.500000 Penalty: 3462.068359
	Iteration 58Q: 3 clusters Score -6172564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -6172565.000000 Penalty: 3462.068359
	Iteration 59Q: 3 clusters Score -6172565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -6172565.000000 Penalty: 3462.068359
	Iteration 60F: 3 clusters Score -6172565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -6172566.000000 Penalty: 3462.068359
	Iteration 61Q: 3 clusters Score -6172566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -6172567.500000 Penalty: 3462.068359
	Iteration 62Q: 3 clusters Score -6172568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -6172567.000000 Penalty: 3462.068359
	Iteration 63Q: 3 clusters Score -6172567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -6172560.000000 Penalty: 3462.068359
	Iteration 64Q: 3 clusters Score -6172560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -6172550.500000 Penalty: 3462.068359
	Iteration 65Q: 3 clusters Score -6172550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -6172552.000000 Penalty: 3462.068359
	Iteration 66Q: 3 clusters Score -6172552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -6172558.000000 Penalty: 3462.068359
	Iteration 67Q: 3 clusters Score -6172558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -6172558.500000 Penalty: 3462.068359
	Iteration 68Q: 3 clusters Score -6172558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -6172560.500000 Penalty: 3462.068359
	Iteration 69Q: 3 clusters Score -6172560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -6172555.500000 Penalty: 3462.068359
	Iteration 70Q: 3 clusters Score -6172556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -6172548.500000 Penalty: 3462.068359
	Iteration 71Q: 3 clusters Score -6172548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -6172555.000000 Penalty: 3462.068359
	Iteration 72Q: 3 clusters Score -6172555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -6172553.000000 Penalty: 3462.068359
	Iteration 73Q: 3 clusters Score -6172553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -6172546.000000 Penalty: 3462.068359
	Iteration 74Q: 3 clusters Score -6172546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -6172540.000000 Penalty: 3462.068359
	Iteration 75Q: 3 clusters Score -6172540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -6172540.000000 Penalty: 3462.068359
	Iteration 76Q: 3 clusters Score -6172540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -6172541.500000 Penalty: 3462.068359
	Iteration 77Q: 3 clusters Score -6172542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -6172542.500000 Penalty: 3462.068359
	Iteration 78Q: 3 clusters Score -6172542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -6172535.000000 Penalty: 3462.068359
	Iteration 79Q: 3 clusters Score -6172535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -6172532.500000 Penalty: 3462.068359
	Iteration 80F: 3 clusters Score -6172532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -6172536.500000 Penalty: 3462.068359
	Iteration 81Q: 3 clusters Score -6172536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -6172536.500000 Penalty: 3462.068359
	Iteration 82F: 3 clusters Score -6172536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 198 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 19143 members 
Mstep: Class 6 contains 28889 members 
Mstep: Class 7 contains 3799 members 
Mstep: Class 8 contains 86886 members 
Mstep: Class 9 contains 5422 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 25602 members 
Mstep: Class 12 contains 32769 members 
Mstep: Class 13 contains 153907 members 
Mstep: Class 14 contains 7659 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 18115 members 
Mstep: Class 17 contains 88300 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 13003 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 23017 members 
Mstep: Class 22 contains 23156 members 
Entering Unmasked Estep 
Score: -84904328.000000 Penalty: 47572.265625
Splitting cluster 5 changes total score from -84833984.000000 to -84904328.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (28889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Entering Unmasked Estep 
Score: -4024529.750000 Penalty: 1669.072632
	Iteration 0F: 2 clusters Score -4024530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -4005828.750000 Penalty: 3338.145264
	Iteration 0F: 3 clusters Score -4005829 nChanged 13343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -4024402.750000 Penalty: 3338.145264
	Iteration 1F: 3 clusters Score -4024403 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -4041436.750000 Penalty: 3338.145264
	Iteration 2F: 3 clusters Score -4041437 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -4050291.000000 Penalty: 3338.145264
	Iteration 3F: 3 clusters Score -4050291 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -4053712.750000 Penalty: 3338.145264
	Iteration 4F: 3 clusters Score -4053713 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -4055352.750000 Penalty: 3338.145264
	Iteration 5Q: 3 clusters Score -4055353 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -4056009.250000 Penalty: 3338.145264
	Iteration 6Q: 3 clusters Score -4056009 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -4056348.250000 Penalty: 3338.145264
	Iteration 7Q: 3 clusters Score -4056348 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -4056507.500000 Penalty: 3338.145264
	Iteration 8Q: 3 clusters Score -4056508 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -4056620.000000 Penalty: 3338.145264
	Iteration 9Q: 3 clusters Score -4056620 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -4056675.250000 Penalty: 3338.145264
	Iteration 10Q: 3 clusters Score -4056675 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -4056737.250000 Penalty: 3338.145264
	Iteration 11Q: 3 clusters Score -4056737 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -4056794.500000 Penalty: 3338.145264
	Iteration 12Q: 3 clusters Score -4056794 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -4056829.250000 Penalty: 3338.145264
	Iteration 13Q: 3 clusters Score -4056829 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -4056876.000000 Penalty: 3338.145264
	Iteration 14Q: 3 clusters Score -4056876 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -4056905.750000 Penalty: 3338.145264
	Iteration 15Q: 3 clusters Score -4056906 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -4056942.250000 Penalty: 3338.145264
	Iteration 16Q: 3 clusters Score -4056942 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -4056947.500000 Penalty: 3338.145264
	Iteration 17Q: 3 clusters Score -4056948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -4056955.250000 Penalty: 3338.145264
	Iteration 18Q: 3 clusters Score -4056955 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -4056965.000000 Penalty: 3338.145264
	Iteration 19Q: 3 clusters Score -4056965 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -4056975.500000 Penalty: 3338.145264
	Iteration 20F: 3 clusters Score -4056976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -4056972.250000 Penalty: 3338.145264
	Iteration 21Q: 3 clusters Score -4056972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -4056971.750000 Penalty: 3338.145264
	Iteration 22Q: 3 clusters Score -4056972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -4056973.500000 Penalty: 3338.145264
	Iteration 23Q: 3 clusters Score -4056974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -4056971.000000 Penalty: 3338.145264
	Iteration 24Q: 3 clusters Score -4056971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -4056972.250000 Penalty: 3338.145264
	Iteration 25Q: 3 clusters Score -4056972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -4056978.750000 Penalty: 3338.145264
	Iteration 26Q: 3 clusters Score -4056979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -4056979.500000 Penalty: 3338.145264
	Iteration 27Q: 3 clusters Score -4056980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -4056977.250000 Penalty: 3338.145264
	Iteration 28Q: 3 clusters Score -4056977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -4056974.750000 Penalty: 3338.145264
	Iteration 29Q: 3 clusters Score -4056975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -4056969.750000 Penalty: 3338.145264
	Iteration 30Q: 3 clusters Score -4056970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -4056976.000000 Penalty: 3338.145264
	Iteration 31Q: 3 clusters Score -4056976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -4056974.250000 Penalty: 3338.145264
	Iteration 32Q: 3 clusters Score -4056974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -4056975.000000 Penalty: 3338.145264
	Iteration 33Q: 3 clusters Score -4056975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -4056973.000000 Penalty: 3338.145264
	Iteration 34Q: 3 clusters Score -4056973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -4056973.000000 Penalty: 3338.145264
	Iteration 35F: 3 clusters Score -4056973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 198 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 19143 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 3799 members 
Mstep: Class 8 contains 86886 members 
Mstep: Class 9 contains 5422 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 25602 members 
Mstep: Class 12 contains 32769 members 
Mstep: Class 13 contains 153907 members 
Mstep: Class 14 contains 7659 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 18115 members 
Mstep: Class 17 contains 88300 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 13003 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 23017 members 
Mstep: Class 22 contains 23156 members 
Mstep: Class 23 contains 13725 members 
Entering Unmasked Estep 
Score: -84935704.000000 Penalty: 49734.640625
Splitting cluster 6 changes total score from -84833984.000000 to -84935704.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (3799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Entering Unmasked Estep 
Score: -527827.937500 Penalty: 1339.405029
	Iteration 0F: 2 clusters Score -527827.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -524877.562500 Penalty: 2678.810059
	Iteration 0F: 3 clusters Score -524877.6 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -529424.312500 Penalty: 2678.810059
	Iteration 1F: 3 clusters Score -529424.3 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -534170.250000 Penalty: 2678.810059
	Iteration 2F: 3 clusters Score -534170.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -536029.437500 Penalty: 2678.810059
	Iteration 3F: 3 clusters Score -536029.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -536532.500000 Penalty: 2678.810059
	Iteration 4Q: 3 clusters Score -536532.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -536701.375000 Penalty: 2678.810059
	Iteration 5Q: 3 clusters Score -536701.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -536800.750000 Penalty: 2678.810059
	Iteration 6Q: 3 clusters Score -536800.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -536852.875000 Penalty: 2678.810059
	Iteration 7Q: 3 clusters Score -536852.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -536867.125000 Penalty: 2678.810059
	Iteration 8Q: 3 clusters Score -536867.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -536871.625000 Penalty: 2678.810059
	Iteration 9Q: 3 clusters Score -536871.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -536874.250000 Penalty: 2678.810059
	Iteration 10Q: 3 clusters Score -536874.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -536875.250000 Penalty: 2678.810059
	Iteration 11Q: 3 clusters Score -536875.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -536876.750000 Penalty: 2678.810059
	Iteration 12Q: 3 clusters Score -536876.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -536877.562500 Penalty: 2678.810059
	Iteration 13Q: 3 clusters Score -536877.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -536878.750000 Penalty: 2678.810059
	Iteration 14Q: 3 clusters Score -536878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -536880.375000 Penalty: 2678.810059
	Iteration 15Q: 3 clusters Score -536880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -536880.937500 Penalty: 2678.810059
	Iteration 16Q: 3 clusters Score -536880.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -536881.125000 Penalty: 2678.810059
	Iteration 17Q: 3 clusters Score -536881.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -536881.125000 Penalty: 2678.810059
	Iteration 18F: 3 clusters Score -536881.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 198 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 19143 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 86886 members 
Mstep: Class 9 contains 5422 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 25602 members 
Mstep: Class 12 contains 32769 members 
Mstep: Class 13 contains 153907 members 
Mstep: Class 14 contains 7659 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 18115 members 
Mstep: Class 17 contains 88300 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 13003 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 23017 members 
Mstep: Class 22 contains 23156 members 
Mstep: Class 23 contains 13725 members 
Mstep: Class 24 contains 1313 members 
Entering Unmasked Estep 
Score: -84944096.000000 Penalty: 51897.019531
Splitting cluster 7 changes total score from -84833984.000000 to -84944096.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (86886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86886 members 
Entering Unmasked Estep 
Score: -12939104.000000 Penalty: 1848.007324
	Iteration 0F: 2 clusters Score -1.29391e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -12969408.000000 Penalty: 3696.014648
	Iteration 0F: 3 clusters Score -1.296941e+07 nChanged 41383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -12995038.000000 Penalty: 3696.014648
	Iteration 1F: 3 clusters Score -1.299504e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -12997357.000000 Penalty: 3696.014648
	Iteration 2F: 3 clusters Score -1.299736e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -13000633.000000 Penalty: 3696.014648
	Iteration 3F: 3 clusters Score -1.300063e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -13005727.000000 Penalty: 3696.014648
	Iteration 4F: 3 clusters Score -1.300573e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -13013200.000000 Penalty: 3696.014648
	Iteration 5F: 3 clusters Score -1.30132e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -13020686.000000 Penalty: 3696.014648
	Iteration 6F: 3 clusters Score -1.302069e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -13026352.000000 Penalty: 3696.014648
	Iteration 7F: 3 clusters Score -1.302635e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -13028934.000000 Penalty: 3696.014648
	Iteration 8Q: 3 clusters Score -1.302893e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -13030582.000000 Penalty: 3696.014648
	Iteration 9Q: 3 clusters Score -1.303058e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -13031264.000000 Penalty: 3696.014648
	Iteration 10Q: 3 clusters Score -1.303126e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -13031655.000000 Penalty: 3696.014648
	Iteration 11Q: 3 clusters Score -1.303166e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -13032019.000000 Penalty: 3696.014648
	Iteration 12Q: 3 clusters Score -1.303202e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -13032353.000000 Penalty: 3696.014648
	Iteration 13Q: 3 clusters Score -1.303235e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -13032532.000000 Penalty: 3696.014648
	Iteration 14Q: 3 clusters Score -1.303253e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -13032698.000000 Penalty: 3696.014648
	Iteration 15Q: 3 clusters Score -1.30327e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -13032748.000000 Penalty: 3696.014648
	Iteration 16Q: 3 clusters Score -1.303275e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -13032842.000000 Penalty: 3696.014648
	Iteration 17Q: 3 clusters Score -1.303284e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -13032859.000000 Penalty: 3696.014648
	Iteration 18Q: 3 clusters Score -1.303286e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -13032941.000000 Penalty: 3696.014648
	Iteration 19Q: 3 clusters Score -1.303294e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -13033034.000000 Penalty: 3696.014648
	Iteration 20F: 3 clusters Score -1.303303e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -13033087.000000 Penalty: 3696.014648
	Iteration 21Q: 3 clusters Score -1.303309e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -13033192.000000 Penalty: 3696.014648
	Iteration 22Q: 3 clusters Score -1.303319e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -13033219.000000 Penalty: 3696.014648
	Iteration 23Q: 3 clusters Score -1.303322e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -13033298.000000 Penalty: 3696.014648
	Iteration 24Q: 3 clusters Score -1.30333e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -13033365.000000 Penalty: 3696.014648
	Iteration 25Q: 3 clusters Score -1.303336e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -13033457.000000 Penalty: 3696.014648
	Iteration 26Q: 3 clusters Score -1.303346e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -13033542.000000 Penalty: 3696.014648
	Iteration 27Q: 3 clusters Score -1.303354e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -13033633.000000 Penalty: 3696.014648
	Iteration 28Q: 3 clusters Score -1.303363e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -13033694.000000 Penalty: 3696.014648
	Iteration 29Q: 3 clusters Score -1.303369e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -13033768.000000 Penalty: 3696.014648
	Iteration 30Q: 3 clusters Score -1.303377e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -13033810.000000 Penalty: 3696.014648
	Iteration 31Q: 3 clusters Score -1.303381e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -13033796.000000 Penalty: 3696.014648
	Iteration 32Q: 3 clusters Score -1.30338e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -13033817.000000 Penalty: 3696.014648
	Iteration 33Q: 3 clusters Score -1.303382e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -13033851.000000 Penalty: 3696.014648
	Iteration 34Q: 3 clusters Score -1.303385e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -13033873.000000 Penalty: 3696.014648
	Iteration 35Q: 3 clusters Score -1.303387e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -13033871.000000 Penalty: 3696.014648
	Iteration 36Q: 3 clusters Score -1.303387e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -13033888.000000 Penalty: 3696.014648
	Iteration 37Q: 3 clusters Score -1.303389e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -13033921.000000 Penalty: 3696.014648
	Iteration 38Q: 3 clusters Score -1.303392e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -13033948.000000 Penalty: 3696.014648
	Iteration 39Q: 3 clusters Score -1.303395e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -13033959.000000 Penalty: 3696.014648
	Iteration 40F: 3 clusters Score -1.303396e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -13033952.000000 Penalty: 3696.014648
	Iteration 41Q: 3 clusters Score -1.303395e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -13033916.000000 Penalty: 3696.014648
	Iteration 42Q: 3 clusters Score -1.303392e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -13033954.000000 Penalty: 3696.014648
	Iteration 43Q: 3 clusters Score -1.303395e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -13034001.000000 Penalty: 3696.014648
	Iteration 44Q: 3 clusters Score -1.3034e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -13034021.000000 Penalty: 3696.014648
	Iteration 45Q: 3 clusters Score -1.303402e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -13034029.000000 Penalty: 3696.014648
	Iteration 46Q: 3 clusters Score -1.303403e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -13034041.000000 Penalty: 3696.014648
	Iteration 47Q: 3 clusters Score -1.303404e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -13034065.000000 Penalty: 3696.014648
	Iteration 48Q: 3 clusters Score -1.303406e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -13034051.000000 Penalty: 3696.014648
	Iteration 49Q: 3 clusters Score -1.303405e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -13034043.000000 Penalty: 3696.014648
	Iteration 50Q: 3 clusters Score -1.303404e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -13034022.000000 Penalty: 3696.014648
	Iteration 51Q: 3 clusters Score -1.303402e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -13034026.000000 Penalty: 3696.014648
	Iteration 52Q: 3 clusters Score -1.303403e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -13034047.000000 Penalty: 3696.014648
	Iteration 53Q: 3 clusters Score -1.303405e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -13034040.000000 Penalty: 3696.014648
	Iteration 54Q: 3 clusters Score -1.303404e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -13034051.000000 Penalty: 3696.014648
	Iteration 55Q: 3 clusters Score -1.303405e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -13034071.000000 Penalty: 3696.014648
	Iteration 56Q: 3 clusters Score -1.303407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -13034063.000000 Penalty: 3696.014648
	Iteration 57Q: 3 clusters Score -1.303406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -13034068.000000 Penalty: 3696.014648
	Iteration 58Q: 3 clusters Score -1.303407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -13034061.000000 Penalty: 3696.014648
	Iteration 59Q: 3 clusters Score -1.303406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -13034060.000000 Penalty: 3696.014648
	Iteration 60F: 3 clusters Score -1.303406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -13034075.000000 Penalty: 3696.014648
	Iteration 61Q: 3 clusters Score -1.303408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -13034084.000000 Penalty: 3696.014648
	Iteration 62Q: 3 clusters Score -1.303408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -13034084.000000 Penalty: 3696.014648
	Iteration 63Q: 3 clusters Score -1.303408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -13034091.000000 Penalty: 3696.014648
	Iteration 64Q: 3 clusters Score -1.303409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -13034091.000000 Penalty: 3696.014648
	Iteration 65F: 3 clusters Score -1.303409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 198 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 19143 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 46982 members 
Mstep: Class 9 contains 5422 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 25602 members 
Mstep: Class 12 contains 32769 members 
Mstep: Class 13 contains 153907 members 
Mstep: Class 14 contains 7659 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 18115 members 
Mstep: Class 17 contains 88300 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 13003 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 23017 members 
Mstep: Class 22 contains 23156 members 
Mstep: Class 23 contains 13725 members 
Mstep: Class 24 contains 1313 members 
Mstep: Class 25 contains 39904 members 
Entering Unmasked Estep 
Score: -85036992.000000 Penalty: 54059.394531
Splitting cluster 8 changes total score from -84833984.000000 to -85036992.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (5422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Entering Unmasked Estep 
Score: -648962.375000 Penalty: 1397.210693
	Iteration 0F: 2 clusters Score -648962.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -645126.000000 Penalty: 2794.421387
	Iteration 0F: 3 clusters Score -645126 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -650823.625000 Penalty: 2794.421387
	Iteration 1F: 3 clusters Score -650823.6 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -653614.437500 Penalty: 2794.421387
	Iteration 2F: 3 clusters Score -653614.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -654504.687500 Penalty: 2794.421387
	Iteration 3F: 3 clusters Score -654504.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -654957.687500 Penalty: 2794.421387
	Iteration 4Q: 3 clusters Score -654957.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -655191.437500 Penalty: 2794.421387
	Iteration 5Q: 3 clusters Score -655191.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -655369.937500 Penalty: 2794.421387
	Iteration 6Q: 3 clusters Score -655369.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -655475.437500 Penalty: 2794.421387
	Iteration 7Q: 3 clusters Score -655475.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -655573.500000 Penalty: 2794.421387
	Iteration 8Q: 3 clusters Score -655573.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -655645.687500 Penalty: 2794.421387
	Iteration 9Q: 3 clusters Score -655645.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -655685.875000 Penalty: 2794.421387
	Iteration 10Q: 3 clusters Score -655685.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -655709.125000 Penalty: 2794.421387
	Iteration 11Q: 3 clusters Score -655709.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -655740.062500 Penalty: 2794.421387
	Iteration 12Q: 3 clusters Score -655740.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -655767.875000 Penalty: 2794.421387
	Iteration 13Q: 3 clusters Score -655767.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -655790.812500 Penalty: 2794.421387
	Iteration 14Q: 3 clusters Score -655790.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -655812.562500 Penalty: 2794.421387
	Iteration 15Q: 3 clusters Score -655812.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -655829.250000 Penalty: 2794.421387
	Iteration 16Q: 3 clusters Score -655829.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -655851.125000 Penalty: 2794.421387
	Iteration 17Q: 3 clusters Score -655851.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -655872.687500 Penalty: 2794.421387
	Iteration 18Q: 3 clusters Score -655872.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -655899.625000 Penalty: 2794.421387
	Iteration 19Q: 3 clusters Score -655899.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -656027.875000 Penalty: 2794.421387
	Iteration 20F: 3 clusters Score -656027.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -656200.250000 Penalty: 2794.421387
	Iteration 21Q: 3 clusters Score -656200.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -656321.500000 Penalty: 2794.421387
	Iteration 22Q: 3 clusters Score -656321.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -656440.500000 Penalty: 2794.421387
	Iteration 23Q: 3 clusters Score -656440.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -656541.625000 Penalty: 2794.421387
	Iteration 24Q: 3 clusters Score -656541.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -656619.562500 Penalty: 2794.421387
	Iteration 25Q: 3 clusters Score -656619.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -656664.187500 Penalty: 2794.421387
	Iteration 26Q: 3 clusters Score -656664.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -656704.000000 Penalty: 2794.421387
	Iteration 27Q: 3 clusters Score -656704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -656725.375000 Penalty: 2794.421387
	Iteration 28Q: 3 clusters Score -656725.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -656739.812500 Penalty: 2794.421387
	Iteration 29Q: 3 clusters Score -656739.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -656746.000000 Penalty: 2794.421387
	Iteration 30Q: 3 clusters Score -656746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -656750.437500 Penalty: 2794.421387
	Iteration 31Q: 3 clusters Score -656750.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -656753.312500 Penalty: 2794.421387
	Iteration 32Q: 3 clusters Score -656753.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -656755.750000 Penalty: 2794.421387
	Iteration 33Q: 3 clusters Score -656755.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -656756.062500 Penalty: 2794.421387
	Iteration 34Q: 3 clusters Score -656756.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -656757.187500 Penalty: 2794.421387
	Iteration 35Q: 3 clusters Score -656757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -656757.187500 Penalty: 2794.421387
	Iteration 36F: 3 clusters Score -656757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 198 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 19143 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 46982 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 25602 members 
Mstep: Class 12 contains 32769 members 
Mstep: Class 13 contains 153907 members 
Mstep: Class 14 contains 7659 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 18115 members 
Mstep: Class 17 contains 88300 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 13003 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 23017 members 
Mstep: Class 22 contains 23156 members 
Mstep: Class 23 contains 13725 members 
Mstep: Class 24 contains 1313 members 
Mstep: Class 25 contains 39904 members 
Mstep: Class 26 contains 2533 members 
Entering Unmasked Estep 
Score: -85043928.000000 Penalty: 56221.769531
Splitting cluster 9 changes total score from -84833984.000000 to -85043928.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (4893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Entering Unmasked Estep 
Score: -576932.875000 Penalty: 1380.528564
	Iteration 0F: 2 clusters Score -576932.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -573167.750000 Penalty: 2761.057129
	Iteration 0F: 3 clusters Score -573167.8 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -575706.125000 Penalty: 2761.057129
	Iteration 1F: 3 clusters Score -575706.1 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -577168.437500 Penalty: 2761.057129
	Iteration 2F: 3 clusters Score -577168.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -578314.250000 Penalty: 2761.057129
	Iteration 3F: 3 clusters Score -578314.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -578844.937500 Penalty: 2761.057129
	Iteration 4F: 3 clusters Score -578844.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -579216.187500 Penalty: 2761.057129
	Iteration 5F: 3 clusters Score -579216.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -579621.562500 Penalty: 2761.057129
	Iteration 6Q: 3 clusters Score -579621.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -580072.562500 Penalty: 2761.057129
	Iteration 7Q: 3 clusters Score -580072.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -580387.562500 Penalty: 2761.057129
	Iteration 8Q: 3 clusters Score -580387.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -580588.375000 Penalty: 2761.057129
	Iteration 9Q: 3 clusters Score -580588.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -580685.750000 Penalty: 2761.057129
	Iteration 10Q: 3 clusters Score -580685.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -580732.312500 Penalty: 2761.057129
	Iteration 11Q: 3 clusters Score -580732.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -580745.937500 Penalty: 2761.057129
	Iteration 12Q: 3 clusters Score -580745.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -580749.250000 Penalty: 2761.057129
	Iteration 13Q: 3 clusters Score -580749.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -580749.500000 Penalty: 2761.057129
	Iteration 14Q: 3 clusters Score -580749.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -580750.875000 Penalty: 2761.057129
	Iteration 15Q: 3 clusters Score -580750.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -580752.500000 Penalty: 2761.057129
	Iteration 16Q: 3 clusters Score -580752.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -580754.187500 Penalty: 2761.057129
	Iteration 17Q: 3 clusters Score -580754.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -580753.375000 Penalty: 2761.057129
	Iteration 18Q: 3 clusters Score -580753.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -580753.375000 Penalty: 2761.057129
	Iteration 19F: 3 clusters Score -580753.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 198 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 19143 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 46982 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 25602 members 
Mstep: Class 12 contains 32769 members 
Mstep: Class 13 contains 153907 members 
Mstep: Class 14 contains 7659 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 18115 members 
Mstep: Class 17 contains 88300 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 13003 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 23017 members 
Mstep: Class 22 contains 23156 members 
Mstep: Class 23 contains 13725 members 
Mstep: Class 24 contains 1313 members 
Mstep: Class 25 contains 39904 members 
Mstep: Class 26 contains 2533 members 
Mstep: Class 27 contains 2901 members 
Entering Unmasked Estep 
Score: -85046864.000000 Penalty: 58384.144531
Splitting cluster 10 changes total score from -84833984.000000 to -85046864.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (25602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Entering Unmasked Estep 
Score: -3525284.500000 Penalty: 1649.444214
	Iteration 0F: 2 clusters Score -3525284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -3508694.750000 Penalty: 3298.888428
	Iteration 0F: 3 clusters Score -3508695 nChanged 11803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3516311.750000 Penalty: 3298.888428
	Iteration 1F: 3 clusters Score -3516312 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -3518788.500000 Penalty: 3298.888428
	Iteration 2F: 3 clusters Score -3518788 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3522658.750000 Penalty: 3298.888428
	Iteration 3F: 3 clusters Score -3522659 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -3527674.500000 Penalty: 3298.888428
	Iteration 4F: 3 clusters Score -3527674 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -3531500.000000 Penalty: 3298.888428
	Iteration 5F: 3 clusters Score -3531500 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -3533311.250000 Penalty: 3298.888428
	Iteration 6F: 3 clusters Score -3533311 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -3534125.000000 Penalty: 3298.888428
	Iteration 7Q: 3 clusters Score -3534125 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3534521.750000 Penalty: 3298.888428
	Iteration 8Q: 3 clusters Score -3534522 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -3534755.500000 Penalty: 3298.888428
	Iteration 9Q: 3 clusters Score -3534756 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -3534915.000000 Penalty: 3298.888428
	Iteration 10Q: 3 clusters Score -3534915 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3535022.250000 Penalty: 3298.888428
	Iteration 11Q: 3 clusters Score -3535022 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -3535084.000000 Penalty: 3298.888428
	Iteration 12Q: 3 clusters Score -3535084 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -3535135.250000 Penalty: 3298.888428
	Iteration 13Q: 3 clusters Score -3535135 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -3535180.250000 Penalty: 3298.888428
	Iteration 14Q: 3 clusters Score -3535180 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3535175.250000 Penalty: 3298.888428
	Iteration 15Q: 3 clusters Score -3535175 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3535189.500000 Penalty: 3298.888428
	Iteration 16Q: 3 clusters Score -3535190 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3535202.000000 Penalty: 3298.888428
	Iteration 17Q: 3 clusters Score -3535202 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3535206.750000 Penalty: 3298.888428
	Iteration 18Q: 3 clusters Score -3535207 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3535219.000000 Penalty: 3298.888428
	Iteration 19Q: 3 clusters Score -3535219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3535225.000000 Penalty: 3298.888428
	Iteration 20F: 3 clusters Score -3535225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3535232.000000 Penalty: 3298.888428
	Iteration 21Q: 3 clusters Score -3535232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -3535229.750000 Penalty: 3298.888428
	Iteration 22Q: 3 clusters Score -3535230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -3535227.750000 Penalty: 3298.888428
	Iteration 23Q: 3 clusters Score -3535228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -3535233.750000 Penalty: 3298.888428
	Iteration 24Q: 3 clusters Score -3535234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -3535231.500000 Penalty: 3298.888428
	Iteration 25Q: 3 clusters Score -3535232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -3535226.000000 Penalty: 3298.888428
	Iteration 26Q: 3 clusters Score -3535226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3535231.750000 Penalty: 3298.888428
	Iteration 27Q: 3 clusters Score -3535232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -3535229.750000 Penalty: 3298.888428
	Iteration 28Q: 3 clusters Score -3535230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3535231.250000 Penalty: 3298.888428
	Iteration 29Q: 3 clusters Score -3535231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -3535229.750000 Penalty: 3298.888428
	Iteration 30Q: 3 clusters Score -3535230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -3535229.750000 Penalty: 3298.888428
	Iteration 31F: 3 clusters Score -3535230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 198 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 19143 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 46982 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 12498 members 
Mstep: Class 12 contains 32769 members 
Mstep: Class 13 contains 153907 members 
Mstep: Class 14 contains 7659 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 18115 members 
Mstep: Class 17 contains 88300 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 13003 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 23017 members 
Mstep: Class 22 contains 23156 members 
Mstep: Class 23 contains 13725 members 
Mstep: Class 24 contains 1313 members 
Mstep: Class 25 contains 39904 members 
Mstep: Class 26 contains 2533 members 
Mstep: Class 27 contains 2901 members 
Mstep: Class 28 contains 13104 members 
Entering Unmasked Estep 
Score: -85057008.000000 Penalty: 60546.519531
Splitting cluster 11 changes total score from -84833984.000000 to -85057008.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (153907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153907 members 
Entering Unmasked Estep 
Score: -22729176.000000 Penalty: 1940.916992
	Iteration 0F: 2 clusters Score -2.272918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76728 members 
Mstep: Class 2 contains 77179 members 
Entering Unmasked Estep 
Score: -22775070.000000 Penalty: 3881.833984
	Iteration 0F: 3 clusters Score -2.277507e+07 nChanged 74870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81076 members 
Mstep: Class 2 contains 72831 members 
Entering Unmasked Estep 
Score: -22821394.000000 Penalty: 3881.833984
	Iteration 1F: 3 clusters Score -2.282139e+07 nChanged 21430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74426 members 
Mstep: Class 2 contains 79481 members 
Entering Unmasked Estep 
Score: -22824294.000000 Penalty: 3881.833984
	Iteration 2F: 3 clusters Score -2.282429e+07 nChanged 16498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77434 members 
Mstep: Class 2 contains 76473 members 
Entering Unmasked Estep 
Score: -22829736.000000 Penalty: 3881.833984
	Iteration 3F: 3 clusters Score -2.282974e+07 nChanged 12335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75639 members 
Mstep: Class 2 contains 78268 members 
Entering Unmasked Estep 
Score: -22838866.000000 Penalty: 3881.833984
	Iteration 4F: 3 clusters Score -2.283887e+07 nChanged 13605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76006 members 
Mstep: Class 2 contains 77901 members 
Entering Unmasked Estep 
Score: -22854400.000000 Penalty: 3881.833984
	Iteration 5F: 3 clusters Score -2.28544e+07 nChanged 14569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75431 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -22877248.000000 Penalty: 3881.833984
	Iteration 6F: 3 clusters Score -2.287725e+07 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75428 members 
Mstep: Class 2 contains 78479 members 
Entering Unmasked Estep 
Score: -22902338.000000 Penalty: 3881.833984
	Iteration 7F: 3 clusters Score -2.290234e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76570 members 
Mstep: Class 2 contains 77337 members 
Entering Unmasked Estep 
Score: -22925576.000000 Penalty: 3881.833984
	Iteration 8F: 3 clusters Score -2.292558e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77471 members 
Mstep: Class 2 contains 76436 members 
Entering Unmasked Estep 
Score: -22935416.000000 Penalty: 3881.833984
	Iteration 9Q: 3 clusters Score -2.293542e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77522 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -22936380.000000 Penalty: 3881.833984
	Iteration 10Q: 3 clusters Score -2.293638e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77375 members 
Mstep: Class 2 contains 76532 members 
Entering Unmasked Estep 
Score: -22936988.000000 Penalty: 3881.833984
	Iteration 11Q: 3 clusters Score -2.293699e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77138 members 
Mstep: Class 2 contains 76769 members 
Entering Unmasked Estep 
Score: -22937108.000000 Penalty: 3881.833984
	Iteration 12Q: 3 clusters Score -2.293711e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76856 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -22937294.000000 Penalty: 3881.833984
	Iteration 13Q: 3 clusters Score -2.293729e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76610 members 
Mstep: Class 2 contains 77297 members 
Entering Unmasked Estep 
Score: -22937284.000000 Penalty: 3881.833984
	Iteration 14Q: 3 clusters Score -2.293728e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 77530 members 
Entering Unmasked Estep 
Score: -22937272.000000 Penalty: 3881.833984
	Iteration 15Q: 3 clusters Score -2.293727e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76202 members 
Mstep: Class 2 contains 77705 members 
Entering Unmasked Estep 
Score: -22937076.000000 Penalty: 3881.833984
	Iteration 16Q: 3 clusters Score -2.293708e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 77856 members 
Entering Unmasked Estep 
Score: -22936864.000000 Penalty: 3881.833984
	Iteration 17Q: 3 clusters Score -2.293686e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75897 members 
Mstep: Class 2 contains 78010 members 
Entering Unmasked Estep 
Score: -22936704.000000 Penalty: 3881.833984
	Iteration 18Q: 3 clusters Score -2.29367e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75746 members 
Mstep: Class 2 contains 78161 members 
Entering Unmasked Estep 
Score: -22936508.000000 Penalty: 3881.833984
	Iteration 19Q: 3 clusters Score -2.293651e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75615 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -22936302.000000 Penalty: 3881.833984
	Iteration 20F: 3 clusters Score -2.29363e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75481 members 
Mstep: Class 2 contains 78426 members 
Entering Unmasked Estep 
Score: -22936130.000000 Penalty: 3881.833984
	Iteration 21Q: 3 clusters Score -2.293613e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75368 members 
Mstep: Class 2 contains 78539 members 
Entering Unmasked Estep 
Score: -22936032.000000 Penalty: 3881.833984
	Iteration 22Q: 3 clusters Score -2.293603e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75267 members 
Mstep: Class 2 contains 78640 members 
Entering Unmasked Estep 
Score: -22935916.000000 Penalty: 3881.833984
	Iteration 23Q: 3 clusters Score -2.293592e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75178 members 
Mstep: Class 2 contains 78729 members 
Entering Unmasked Estep 
Score: -22935814.000000 Penalty: 3881.833984
	Iteration 24Q: 3 clusters Score -2.293581e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75088 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -22935686.000000 Penalty: 3881.833984
	Iteration 25Q: 3 clusters Score -2.293569e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75029 members 
Mstep: Class 2 contains 78878 members 
Entering Unmasked Estep 
Score: -22935600.000000 Penalty: 3881.833984
	Iteration 26Q: 3 clusters Score -2.29356e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74984 members 
Mstep: Class 2 contains 78923 members 
Entering Unmasked Estep 
Score: -22935480.000000 Penalty: 3881.833984
	Iteration 27Q: 3 clusters Score -2.293548e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 78974 members 
Entering Unmasked Estep 
Score: -22935430.000000 Penalty: 3881.833984
	Iteration 28Q: 3 clusters Score -2.293543e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 79023 members 
Entering Unmasked Estep 
Score: -22935354.000000 Penalty: 3881.833984
	Iteration 29Q: 3 clusters Score -2.293535e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74837 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -22935280.000000 Penalty: 3881.833984
	Iteration 30Q: 3 clusters Score -2.293528e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 79116 members 
Entering Unmasked Estep 
Score: -22935182.000000 Penalty: 3881.833984
	Iteration 31Q: 3 clusters Score -2.293518e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74741 members 
Mstep: Class 2 contains 79166 members 
Entering Unmasked Estep 
Score: -22935072.000000 Penalty: 3881.833984
	Iteration 32Q: 3 clusters Score -2.293507e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74695 members 
Mstep: Class 2 contains 79212 members 
Entering Unmasked Estep 
Score: -22934998.000000 Penalty: 3881.833984
	Iteration 33Q: 3 clusters Score -2.2935e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
Score: -22934960.000000 Penalty: 3881.833984
	Iteration 34Q: 3 clusters Score -2.293496e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 79295 members 
Entering Unmasked Estep 
Score: -22934866.000000 Penalty: 3881.833984
	Iteration 35Q: 3 clusters Score -2.293487e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74573 members 
Mstep: Class 2 contains 79334 members 
Entering Unmasked Estep 
Score: -22934816.000000 Penalty: 3881.833984
	Iteration 36Q: 3 clusters Score -2.293482e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74533 members 
Mstep: Class 2 contains 79374 members 
Entering Unmasked Estep 
Score: -22934780.000000 Penalty: 3881.833984
	Iteration 37Q: 3 clusters Score -2.293478e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74495 members 
Mstep: Class 2 contains 79412 members 
Entering Unmasked Estep 
Score: -22934718.000000 Penalty: 3881.833984
	Iteration 38Q: 3 clusters Score -2.293472e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74471 members 
Mstep: Class 2 contains 79436 members 
Entering Unmasked Estep 
Score: -22934682.000000 Penalty: 3881.833984
	Iteration 39Q: 3 clusters Score -2.293468e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74438 members 
Mstep: Class 2 contains 79469 members 
Entering Unmasked Estep 
Score: -22934658.000000 Penalty: 3881.833984
	Iteration 40F: 3 clusters Score -2.293466e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74401 members 
Mstep: Class 2 contains 79506 members 
Entering Unmasked Estep 
Score: -22934616.000000 Penalty: 3881.833984
	Iteration 41Q: 3 clusters Score -2.293462e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74379 members 
Mstep: Class 2 contains 79528 members 
Entering Unmasked Estep 
Score: -22934564.000000 Penalty: 3881.833984
	Iteration 42Q: 3 clusters Score -2.293456e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 79545 members 
Entering Unmasked Estep 
Score: -22934530.000000 Penalty: 3881.833984
	Iteration 43Q: 3 clusters Score -2.293453e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74354 members 
Mstep: Class 2 contains 79553 members 
Entering Unmasked Estep 
Score: -22934508.000000 Penalty: 3881.833984
	Iteration 44Q: 3 clusters Score -2.293451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74350 members 
Mstep: Class 2 contains 79557 members 
Entering Unmasked Estep 
Score: -22934520.000000 Penalty: 3881.833984
	Iteration 45Q: 3 clusters Score -2.293452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74342 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -22934494.000000 Penalty: 3881.833984
	Iteration 46Q: 3 clusters Score -2.293449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74331 members 
Mstep: Class 2 contains 79576 members 
Entering Unmasked Estep 
Score: -22934490.000000 Penalty: 3881.833984
	Iteration 47Q: 3 clusters Score -2.293449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74320 members 
Mstep: Class 2 contains 79587 members 
Entering Unmasked Estep 
Score: -22934478.000000 Penalty: 3881.833984
	Iteration 48Q: 3 clusters Score -2.293448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74308 members 
Mstep: Class 2 contains 79599 members 
Entering Unmasked Estep 
Score: -22934446.000000 Penalty: 3881.833984
	Iteration 49Q: 3 clusters Score -2.293445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -22934424.000000 Penalty: 3881.833984
	Iteration 50Q: 3 clusters Score -2.293442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74292 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -22934414.000000 Penalty: 3881.833984
	Iteration 51Q: 3 clusters Score -2.293441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -22934404.000000 Penalty: 3881.833984
	Iteration 52Q: 3 clusters Score -2.29344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 79641 members 
Entering Unmasked Estep 
Score: -22934334.000000 Penalty: 3881.833984
	Iteration 53Q: 3 clusters Score -2.293433e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -22934326.000000 Penalty: 3881.833984
	Iteration 54Q: 3 clusters Score -2.293433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74237 members 
Mstep: Class 2 contains 79670 members 
Entering Unmasked Estep 
Score: -22934310.000000 Penalty: 3881.833984
	Iteration 55Q: 3 clusters Score -2.293431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74227 members 
Mstep: Class 2 contains 79680 members 
Entering Unmasked Estep 
Score: -22934302.000000 Penalty: 3881.833984
	Iteration 56Q: 3 clusters Score -2.29343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74218 members 
Mstep: Class 2 contains 79689 members 
Entering Unmasked Estep 
Score: -22934304.000000 Penalty: 3881.833984
	Iteration 57Q: 3 clusters Score -2.29343e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74206 members 
Mstep: Class 2 contains 79701 members 
Entering Unmasked Estep 
Score: -22934258.000000 Penalty: 3881.833984
	Iteration 58Q: 3 clusters Score -2.293426e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74191 members 
Mstep: Class 2 contains 79716 members 
Entering Unmasked Estep 
Score: -22934208.000000 Penalty: 3881.833984
	Iteration 59Q: 3 clusters Score -2.293421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74182 members 
Mstep: Class 2 contains 79725 members 
Entering Unmasked Estep 
Score: -22934204.000000 Penalty: 3881.833984
	Iteration 60F: 3 clusters Score -2.29342e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74170 members 
Mstep: Class 2 contains 79737 members 
Entering Unmasked Estep 
Score: -22934148.000000 Penalty: 3881.833984
	Iteration 61Q: 3 clusters Score -2.293415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74163 members 
Mstep: Class 2 contains 79744 members 
Entering Unmasked Estep 
Score: -22934122.000000 Penalty: 3881.833984
	Iteration 62Q: 3 clusters Score -2.293412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74160 members 
Mstep: Class 2 contains 79747 members 
Entering Unmasked Estep 
Score: -22934118.000000 Penalty: 3881.833984
	Iteration 63Q: 3 clusters Score -2.293412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74155 members 
Mstep: Class 2 contains 79752 members 
Entering Unmasked Estep 
Score: -22934122.000000 Penalty: 3881.833984
	Iteration 64Q: 3 clusters Score -2.293412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 79755 members 
Entering Unmasked Estep 
Score: -22934120.000000 Penalty: 3881.833984
	Iteration 65Q: 3 clusters Score -2.293412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 79755 members 
Entering Unmasked Estep 
Score: -22934122.000000 Penalty: 3881.833984
	Iteration 66Q: 3 clusters Score -2.293412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 79755 members 
Entering Unmasked Estep 
Score: -22934114.000000 Penalty: 3881.833984
	Iteration 67Q: 3 clusters Score -2.293411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74150 members 
Mstep: Class 2 contains 79757 members 
Entering Unmasked Estep 
Score: -22934106.000000 Penalty: 3881.833984
	Iteration 68Q: 3 clusters Score -2.293411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 79760 members 
Entering Unmasked Estep 
Score: -22934092.000000 Penalty: 3881.833984
	Iteration 69Q: 3 clusters Score -2.293409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -22934098.000000 Penalty: 3881.833984
	Iteration 70Q: 3 clusters Score -2.29341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74137 members 
Mstep: Class 2 contains 79770 members 
Entering Unmasked Estep 
Score: -22934074.000000 Penalty: 3881.833984
	Iteration 71Q: 3 clusters Score -2.293407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74136 members 
Mstep: Class 2 contains 79771 members 
Entering Unmasked Estep 
Score: -22934076.000000 Penalty: 3881.833984
	Iteration 72Q: 3 clusters Score -2.293408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74136 members 
Mstep: Class 2 contains 79771 members 
Entering Unmasked Estep 
Score: -22934076.000000 Penalty: 3881.833984
	Iteration 73F: 3 clusters Score -2.293408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 198 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 19143 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 46982 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 12498 members 
Mstep: Class 12 contains 32769 members 
Mstep: Class 13 contains 74136 members 
Mstep: Class 14 contains 7659 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 18115 members 
Mstep: Class 17 contains 88300 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 13003 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 23017 members 
Mstep: Class 22 contains 23156 members 
Mstep: Class 23 contains 13725 members 
Mstep: Class 24 contains 1313 members 
Mstep: Class 25 contains 39904 members 
Mstep: Class 26 contains 2533 members 
Mstep: Class 27 contains 2901 members 
Mstep: Class 28 contains 13104 members 
Mstep: Class 29 contains 79771 members 
Entering Unmasked Estep 
Score: -85263920.000000 Penalty: 62708.898438
Splitting cluster 13 changes total score from -84833984.000000 to -85263920.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (7659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Entering Unmasked Estep 
Score: -1002517.500000 Penalty: 1453.340942
	Iteration 0F: 2 clusters Score -1002518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -997010.500000 Penalty: 2906.681885
	Iteration 0F: 3 clusters Score -997010.5 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -999869.687500 Penalty: 2906.681885
	Iteration 1F: 3 clusters Score -999869.7 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1001592.187500 Penalty: 2906.681885
	Iteration 2F: 3 clusters Score -1001592 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1003064.062500 Penalty: 2906.681885
	Iteration 3F: 3 clusters Score -1003064 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1003832.937500 Penalty: 2906.681885
	Iteration 4F: 3 clusters Score -1003833 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1004240.437500 Penalty: 2906.681885
	Iteration 5F: 3 clusters Score -1004240 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1004545.250000 Penalty: 2906.681885
	Iteration 6Q: 3 clusters Score -1004545 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1004838.875000 Penalty: 2906.681885
	Iteration 7Q: 3 clusters Score -1004839 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1005141.125000 Penalty: 2906.681885
	Iteration 8Q: 3 clusters Score -1005141 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1005480.375000 Penalty: 2906.681885
	Iteration 9Q: 3 clusters Score -1005480 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1005801.000000 Penalty: 2906.681885
	Iteration 10Q: 3 clusters Score -1005801 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1006062.125000 Penalty: 2906.681885
	Iteration 11Q: 3 clusters Score -1006062 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1006300.625000 Penalty: 2906.681885
	Iteration 12Q: 3 clusters Score -1006301 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1006482.062500 Penalty: 2906.681885
	Iteration 13Q: 3 clusters Score -1006482 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1006593.250000 Penalty: 2906.681885
	Iteration 14Q: 3 clusters Score -1006593 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1006656.750000 Penalty: 2906.681885
	Iteration 15Q: 3 clusters Score -1006657 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1006686.750000 Penalty: 2906.681885
	Iteration 16Q: 3 clusters Score -1006687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1006698.687500 Penalty: 2906.681885
	Iteration 17Q: 3 clusters Score -1006699 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1006711.562500 Penalty: 2906.681885
	Iteration 18Q: 3 clusters Score -1006712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1006716.625000 Penalty: 2906.681885
	Iteration 19Q: 3 clusters Score -1006717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1006719.875000 Penalty: 2906.681885
	Iteration 20F: 3 clusters Score -1006720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1006724.562500 Penalty: 2906.681885
	Iteration 21Q: 3 clusters Score -1006725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1006727.500000 Penalty: 2906.681885
	Iteration 22Q: 3 clusters Score -1006728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1006729.687500 Penalty: 2906.681885
	Iteration 23Q: 3 clusters Score -1006730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1006733.125000 Penalty: 2906.681885
	Iteration 24Q: 3 clusters Score -1006733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1006733.937500 Penalty: 2906.681885
	Iteration 25Q: 3 clusters Score -1006734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1006737.750000 Penalty: 2906.681885
	Iteration 26Q: 3 clusters Score -1006738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1006738.250000 Penalty: 2906.681885
	Iteration 27Q: 3 clusters Score -1006738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1006741.187500 Penalty: 2906.681885
	Iteration 28Q: 3 clusters Score -1006741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1006742.312500 Penalty: 2906.681885
	Iteration 29Q: 3 clusters Score -1006742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1006746.000000 Penalty: 2906.681885
	Iteration 30Q: 3 clusters Score -1006746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1006747.812500 Penalty: 2906.681885
	Iteration 31Q: 3 clusters Score -1006748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1006748.437500 Penalty: 2906.681885
	Iteration 32Q: 3 clusters Score -1006748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1006749.437500 Penalty: 2906.681885
	Iteration 33Q: 3 clusters Score -1006749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1006750.312500 Penalty: 2906.681885
	Iteration 34Q: 3 clusters Score -1006750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1006750.375000 Penalty: 2906.681885
	Iteration 35Q: 3 clusters Score -1006750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1006750.437500 Penalty: 2906.681885
	Iteration 36Q: 3 clusters Score -1006750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1006749.125000 Penalty: 2906.681885
	Iteration 37Q: 3 clusters Score -1006749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1006749.687500 Penalty: 2906.681885
	Iteration 38Q: 3 clusters Score -1006750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1006749.312500 Penalty: 2906.681885
	Iteration 39Q: 3 clusters Score -1006749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1006748.625000 Penalty: 2906.681885
	Iteration 40F: 3 clusters Score -1006749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 198 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 19143 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 46982 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 12498 members 
Mstep: Class 12 contains 32769 members 
Mstep: Class 13 contains 74136 members 
Mstep: Class 14 contains 1948 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 18115 members 
Mstep: Class 17 contains 88300 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 13003 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 23017 members 
Mstep: Class 22 contains 23156 members 
Mstep: Class 23 contains 13725 members 
Mstep: Class 24 contains 1313 members 
Mstep: Class 25 contains 39904 members 
Mstep: Class 26 contains 2533 members 
Mstep: Class 27 contains 2901 members 
Mstep: Class 28 contains 13104 members 
Mstep: Class 29 contains 79771 members 
Mstep: Class 30 contains 5711 members 
Entering Unmasked Estep 
Score: -85267632.000000 Penalty: 64871.273438
Splitting cluster 14 changes total score from -84833984.000000 to -85267632.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -530729.250000 Penalty: 1364.814697
	Iteration 0F: 2 clusters Score -530729.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -527378.062500 Penalty: 2729.629395
	Iteration 0F: 3 clusters Score -527378.1 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -530915.187500 Penalty: 2729.629395
	Iteration 1F: 3 clusters Score -530915.2 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -533083.812500 Penalty: 2729.629395
	Iteration 2F: 3 clusters Score -533083.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -534222.500000 Penalty: 2729.629395
	Iteration 3F: 3 clusters Score -534222.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -534880.375000 Penalty: 2729.629395
	Iteration 4F: 3 clusters Score -534880.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -535326.500000 Penalty: 2729.629395
	Iteration 5F: 3 clusters Score -535326.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -535636.000000 Penalty: 2729.629395
	Iteration 6Q: 3 clusters Score -535636 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -535854.750000 Penalty: 2729.629395
	Iteration 7Q: 3 clusters Score -535854.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -536046.250000 Penalty: 2729.629395
	Iteration 8Q: 3 clusters Score -536046.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -536232.500000 Penalty: 2729.629395
	Iteration 9Q: 3 clusters Score -536232.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -536452.812500 Penalty: 2729.629395
	Iteration 10Q: 3 clusters Score -536452.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -536758.750000 Penalty: 2729.629395
	Iteration 11Q: 3 clusters Score -536758.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -537105.625000 Penalty: 2729.629395
	Iteration 12Q: 3 clusters Score -537105.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -537524.125000 Penalty: 2729.629395
	Iteration 13Q: 3 clusters Score -537524.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -537824.875000 Penalty: 2729.629395
	Iteration 14Q: 3 clusters Score -537824.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -537949.312500 Penalty: 2729.629395
	Iteration 15Q: 3 clusters Score -537949.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -537998.875000 Penalty: 2729.629395
	Iteration 16Q: 3 clusters Score -537998.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -538009.937500 Penalty: 2729.629395
	Iteration 17Q: 3 clusters Score -538009.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -538012.937500 Penalty: 2729.629395
	Iteration 18Q: 3 clusters Score -538012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -538012.937500 Penalty: 2729.629395
	Iteration 19Q: 3 clusters Score -538012.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -538036.437500 Penalty: 2729.629395
	Iteration 20F: 3 clusters Score -538036.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -538077.750000 Penalty: 2729.629395
	Iteration 21Q: 3 clusters Score -538077.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -538095.375000 Penalty: 2729.629395
	Iteration 22Q: 3 clusters Score -538095.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -538107.062500 Penalty: 2729.629395
	Iteration 23Q: 3 clusters Score -538107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -538112.812500 Penalty: 2729.629395
	Iteration 24Q: 3 clusters Score -538112.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -538112.937500 Penalty: 2729.629395
	Iteration 25F: 3 clusters Score -538112.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -538116.562500 Penalty: 2729.629395
	Iteration 26Q: 3 clusters Score -538116.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -538117.125000 Penalty: 2729.629395
	Iteration 27Q: 3 clusters Score -538117.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -538117.125000 Penalty: 2729.629395
	Iteration 28F: 3 clusters Score -538117.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 198 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 19143 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 46982 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 12498 members 
Mstep: Class 12 contains 32769 members 
Mstep: Class 13 contains 74136 members 
Mstep: Class 14 contains 1948 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 18115 members 
Mstep: Class 17 contains 88300 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 13003 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 23017 members 
Mstep: Class 22 contains 23156 members 
Mstep: Class 23 contains 13725 members 
Mstep: Class 24 contains 1313 members 
Mstep: Class 25 contains 39904 members 
Mstep: Class 26 contains 2533 members 
Mstep: Class 27 contains 2901 members 
Mstep: Class 28 contains 13104 members 
Mstep: Class 29 contains 79771 members 
Mstep: Class 30 contains 5711 members 
Mstep: Class 31 contains 1401 members 
Entering Unmasked Estep 
Score: -85274216.000000 Penalty: 67033.648438
Splitting cluster 15 changes total score from -84833984.000000 to -85274216.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (18115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Entering Unmasked Estep 
Score: -2288342.500000 Penalty: 1593.230591
	Iteration 0F: 2 clusters Score -2288342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2276213.750000 Penalty: 3186.461182
	Iteration 0F: 3 clusters Score -2276214 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2281512.250000 Penalty: 3186.461182
	Iteration 1F: 3 clusters Score -2281512 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2283040.750000 Penalty: 3186.461182
	Iteration 2F: 3 clusters Score -2283041 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2285667.750000 Penalty: 3186.461182
	Iteration 3F: 3 clusters Score -2285668 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2288985.250000 Penalty: 3186.461182
	Iteration 4F: 3 clusters Score -2288985 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2291784.000000 Penalty: 3186.461182
	Iteration 5F: 3 clusters Score -2291784 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2293069.000000 Penalty: 3186.461182
	Iteration 6F: 3 clusters Score -2293069 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2293586.500000 Penalty: 3186.461182
	Iteration 7Q: 3 clusters Score -2293586 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2293921.000000 Penalty: 3186.461182
	Iteration 8Q: 3 clusters Score -2293921 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2294204.750000 Penalty: 3186.461182
	Iteration 9Q: 3 clusters Score -2294205 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2294454.750000 Penalty: 3186.461182
	Iteration 10Q: 3 clusters Score -2294455 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2294686.000000 Penalty: 3186.461182
	Iteration 11Q: 3 clusters Score -2294686 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2294896.250000 Penalty: 3186.461182
	Iteration 12Q: 3 clusters Score -2294896 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2295078.000000 Penalty: 3186.461182
	Iteration 13Q: 3 clusters Score -2295078 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2295260.250000 Penalty: 3186.461182
	Iteration 14Q: 3 clusters Score -2295260 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2295401.000000 Penalty: 3186.461182
	Iteration 15Q: 3 clusters Score -2295401 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2295515.000000 Penalty: 3186.461182
	Iteration 16Q: 3 clusters Score -2295515 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2295657.000000 Penalty: 3186.461182
	Iteration 17Q: 3 clusters Score -2295657 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2295765.000000 Penalty: 3186.461182
	Iteration 18Q: 3 clusters Score -2295765 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2295832.750000 Penalty: 3186.461182
	Iteration 19Q: 3 clusters Score -2295833 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2295905.750000 Penalty: 3186.461182
	Iteration 20F: 3 clusters Score -2295906 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2295983.250000 Penalty: 3186.461182
	Iteration 21Q: 3 clusters Score -2295983 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2296028.500000 Penalty: 3186.461182
	Iteration 22Q: 3 clusters Score -2296028 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2296058.500000 Penalty: 3186.461182
	Iteration 23Q: 3 clusters Score -2296058 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2296083.750000 Penalty: 3186.461182
	Iteration 24Q: 3 clusters Score -2296084 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2296105.000000 Penalty: 3186.461182
	Iteration 25Q: 3 clusters Score -2296105 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2296120.250000 Penalty: 3186.461182
	Iteration 26Q: 3 clusters Score -2296120 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2296123.500000 Penalty: 3186.461182
	Iteration 27Q: 3 clusters Score -2296124 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2296123.500000 Penalty: 3186.461182
	Iteration 28Q: 3 clusters Score -2296124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2296129.750000 Penalty: 3186.461182
	Iteration 29Q: 3 clusters Score -2296130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2296133.750000 Penalty: 3186.461182
	Iteration 30Q: 3 clusters Score -2296134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2296135.500000 Penalty: 3186.461182
	Iteration 31Q: 3 clusters Score -2296136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2296138.750000 Penalty: 3186.461182
	Iteration 32Q: 3 clusters Score -2296139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2296145.500000 Penalty: 3186.461182
	Iteration 33Q: 3 clusters Score -2296146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2296141.500000 Penalty: 3186.461182
	Iteration 34Q: 3 clusters Score -2296142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2296141.750000 Penalty: 3186.461182
	Iteration 35Q: 3 clusters Score -2296142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2296141.500000 Penalty: 3186.461182
	Iteration 36Q: 3 clusters Score -2296142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2296141.250000 Penalty: 3186.461182
	Iteration 37Q: 3 clusters Score -2296141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2296143.000000 Penalty: 3186.461182
	Iteration 38Q: 3 clusters Score -2296143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2296140.250000 Penalty: 3186.461182
	Iteration 39Q: 3 clusters Score -2296140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2296141.250000 Penalty: 3186.461182
	Iteration 40F: 3 clusters Score -2296141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2296141.000000 Penalty: 3186.461182
	Iteration 41Q: 3 clusters Score -2296141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2296144.000000 Penalty: 3186.461182
	Iteration 42Q: 3 clusters Score -2296144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2296145.250000 Penalty: 3186.461182
	Iteration 43Q: 3 clusters Score -2296145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2296144.750000 Penalty: 3186.461182
	Iteration 44Q: 3 clusters Score -2296145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2296142.250000 Penalty: 3186.461182
	Iteration 45Q: 3 clusters Score -2296142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2296140.750000 Penalty: 3186.461182
	Iteration 46Q: 3 clusters Score -2296141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2296147.000000 Penalty: 3186.461182
	Iteration 47Q: 3 clusters Score -2296147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2296144.500000 Penalty: 3186.461182
	Iteration 48Q: 3 clusters Score -2296144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2296139.750000 Penalty: 3186.461182
	Iteration 49Q: 3 clusters Score -2296140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2296142.750000 Penalty: 3186.461182
	Iteration 50Q: 3 clusters Score -2296143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2296142.500000 Penalty: 3186.461182
	Iteration 51Q: 3 clusters Score -2296142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2296139.750000 Penalty: 3186.461182
	Iteration 52Q: 3 clusters Score -2296140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2296139.750000 Penalty: 3186.461182
	Iteration 53F: 3 clusters Score -2296140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 198 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 19143 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 46982 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 12498 members 
Mstep: Class 12 contains 32769 members 
Mstep: Class 13 contains 74136 members 
Mstep: Class 14 contains 1948 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 11266 members 
Mstep: Class 17 contains 88300 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 13003 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 23017 members 
Mstep: Class 22 contains 23156 members 
Mstep: Class 23 contains 13725 members 
Mstep: Class 24 contains 1313 members 
Mstep: Class 25 contains 39904 members 
Mstep: Class 26 contains 2533 members 
Mstep: Class 27 contains 2901 members 
Mstep: Class 28 contains 13104 members 
Mstep: Class 29 contains 79771 members 
Mstep: Class 30 contains 5711 members 
Mstep: Class 31 contains 1401 members 
Mstep: Class 32 contains 6849 members 
Entering Unmasked Estep 
Score: -85281448.000000 Penalty: 69196.023438
Splitting cluster 16 changes total score from -84833984.000000 to -85281448.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (88300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88300 members 
Entering Unmasked Estep 
Score: -13215286.000000 Penalty: 1850.630493
	Iteration 0F: 2 clusters Score -1.321529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -13229969.000000 Penalty: 3701.260986
	Iteration 0F: 3 clusters Score -1.322997e+07 nChanged 42069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -13254724.000000 Penalty: 3701.260986
	Iteration 1F: 3 clusters Score -1.325472e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -13256868.000000 Penalty: 3701.260986
	Iteration 2F: 3 clusters Score -1.325687e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -13261255.000000 Penalty: 3701.260986
	Iteration 3F: 3 clusters Score -1.326126e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -13269195.000000 Penalty: 3701.260986
	Iteration 4F: 3 clusters Score -1.32692e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -13278686.000000 Penalty: 3701.260986
	Iteration 5F: 3 clusters Score -1.327869e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -13286072.000000 Penalty: 3701.260986
	Iteration 6F: 3 clusters Score -1.328607e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -13290060.000000 Penalty: 3701.260986
	Iteration 7F: 3 clusters Score -1.329006e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -13291840.000000 Penalty: 3701.260986
	Iteration 8Q: 3 clusters Score -1.329184e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -13292477.000000 Penalty: 3701.260986
	Iteration 9Q: 3 clusters Score -1.329248e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -13292791.000000 Penalty: 3701.260986
	Iteration 10Q: 3 clusters Score -1.329279e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -13293033.000000 Penalty: 3701.260986
	Iteration 11Q: 3 clusters Score -1.329303e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -13293191.000000 Penalty: 3701.260986
	Iteration 12Q: 3 clusters Score -1.329319e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -13293143.000000 Penalty: 3701.260986
	Iteration 13Q: 3 clusters Score -1.329314e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -13293383.000000 Penalty: 3701.260986
	Iteration 14Q: 3 clusters Score -1.329338e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54529 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -13293561.000000 Penalty: 3701.260986
	Iteration 15Q: 3 clusters Score -1.329356e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -13293586.000000 Penalty: 3701.260986
	Iteration 16Q: 3 clusters Score -1.329359e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54664 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -13293681.000000 Penalty: 3701.260986
	Iteration 17Q: 3 clusters Score -1.329368e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -13293693.000000 Penalty: 3701.260986
	Iteration 18Q: 3 clusters Score -1.329369e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -13293732.000000 Penalty: 3701.260986
	Iteration 19Q: 3 clusters Score -1.329373e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54669 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -13293726.000000 Penalty: 3701.260986
	Iteration 20F: 3 clusters Score -1.329373e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -13293731.000000 Penalty: 3701.260986
	Iteration 21Q: 3 clusters Score -1.329373e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -13293730.000000 Penalty: 3701.260986
	Iteration 22Q: 3 clusters Score -1.329373e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -13293666.000000 Penalty: 3701.260986
	Iteration 23Q: 3 clusters Score -1.329367e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -13293580.000000 Penalty: 3701.260986
	Iteration 24Q: 3 clusters Score -1.329358e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -13293469.000000 Penalty: 3701.260986
	Iteration 25Q: 3 clusters Score -1.329347e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54377 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -13293359.000000 Penalty: 3701.260986
	Iteration 26Q: 3 clusters Score -1.329336e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -13293320.000000 Penalty: 3701.260986
	Iteration 27Q: 3 clusters Score -1.329332e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54242 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -13293289.000000 Penalty: 3701.260986
	Iteration 28Q: 3 clusters Score -1.329329e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -13293306.000000 Penalty: 3701.260986
	Iteration 29Q: 3 clusters Score -1.329331e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -13293331.000000 Penalty: 3701.260986
	Iteration 30Q: 3 clusters Score -1.329333e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -13293333.000000 Penalty: 3701.260986
	Iteration 31Q: 3 clusters Score -1.329333e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -13293347.000000 Penalty: 3701.260986
	Iteration 32Q: 3 clusters Score -1.329335e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -13293369.000000 Penalty: 3701.260986
	Iteration 33Q: 3 clusters Score -1.329337e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -13293364.000000 Penalty: 3701.260986
	Iteration 34Q: 3 clusters Score -1.329336e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -13293383.000000 Penalty: 3701.260986
	Iteration 35Q: 3 clusters Score -1.329338e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53920 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -13293370.000000 Penalty: 3701.260986
	Iteration 36Q: 3 clusters Score -1.329337e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53899 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -13293379.000000 Penalty: 3701.260986
	Iteration 37Q: 3 clusters Score -1.329338e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -13293385.000000 Penalty: 3701.260986
	Iteration 38Q: 3 clusters Score -1.329338e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -13293407.000000 Penalty: 3701.260986
	Iteration 39Q: 3 clusters Score -1.329341e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53848 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -13293424.000000 Penalty: 3701.260986
	Iteration 40F: 3 clusters Score -1.329342e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -13293456.000000 Penalty: 3701.260986
	Iteration 41Q: 3 clusters Score -1.329346e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -13293482.000000 Penalty: 3701.260986
	Iteration 42Q: 3 clusters Score -1.329348e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -13293489.000000 Penalty: 3701.260986
	Iteration 43Q: 3 clusters Score -1.329349e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -13293496.000000 Penalty: 3701.260986
	Iteration 44Q: 3 clusters Score -1.32935e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -13293494.000000 Penalty: 3701.260986
	Iteration 45Q: 3 clusters Score -1.329349e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -13293482.000000 Penalty: 3701.260986
	Iteration 46Q: 3 clusters Score -1.329348e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53712 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -13293486.000000 Penalty: 3701.260986
	Iteration 47Q: 3 clusters Score -1.329349e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -13293479.000000 Penalty: 3701.260986
	Iteration 48Q: 3 clusters Score -1.329348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -13293476.000000 Penalty: 3701.260986
	Iteration 49Q: 3 clusters Score -1.329348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -13293478.000000 Penalty: 3701.260986
	Iteration 50Q: 3 clusters Score -1.329348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53686 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -13293489.000000 Penalty: 3701.260986
	Iteration 51Q: 3 clusters Score -1.329349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -13293501.000000 Penalty: 3701.260986
	Iteration 52Q: 3 clusters Score -1.32935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -13293504.000000 Penalty: 3701.260986
	Iteration 53Q: 3 clusters Score -1.32935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -13293495.000000 Penalty: 3701.260986
	Iteration 54Q: 3 clusters Score -1.32935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53678 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -13293489.000000 Penalty: 3701.260986
	Iteration 55Q: 3 clusters Score -1.329349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -13293497.000000 Penalty: 3701.260986
	Iteration 56Q: 3 clusters Score -1.32935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -13293504.000000 Penalty: 3701.260986
	Iteration 57Q: 3 clusters Score -1.32935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -13293509.000000 Penalty: 3701.260986
	Iteration 58Q: 3 clusters Score -1.329351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -13293507.000000 Penalty: 3701.260986
	Iteration 59Q: 3 clusters Score -1.329351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -13293507.000000 Penalty: 3701.260986
	Iteration 60F: 3 clusters Score -1.329351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -13293511.000000 Penalty: 3701.260986
	Iteration 61Q: 3 clusters Score -1.329351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -13293513.000000 Penalty: 3701.260986
	Iteration 62Q: 3 clusters Score -1.329351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -13293511.000000 Penalty: 3701.260986
	Iteration 63Q: 3 clusters Score -1.329351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -13293507.000000 Penalty: 3701.260986
	Iteration 64Q: 3 clusters Score -1.329351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -13293512.000000 Penalty: 3701.260986
	Iteration 65Q: 3 clusters Score -1.329351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -13293510.000000 Penalty: 3701.260986
	Iteration 66Q: 3 clusters Score -1.329351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -13293510.000000 Penalty: 3701.260986
	Iteration 67F: 3 clusters Score -1.329351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 198 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 19143 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 46982 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 12498 members 
Mstep: Class 12 contains 32769 members 
Mstep: Class 13 contains 74136 members 
Mstep: Class 14 contains 1948 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 11266 members 
Mstep: Class 17 contains 53665 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 13003 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 23017 members 
Mstep: Class 22 contains 23156 members 
Mstep: Class 23 contains 13725 members 
Mstep: Class 24 contains 1313 members 
Mstep: Class 25 contains 39904 members 
Mstep: Class 26 contains 2533 members 
Mstep: Class 27 contains 2901 members 
Mstep: Class 28 contains 13104 members 
Mstep: Class 29 contains 79771 members 
Mstep: Class 30 contains 5711 members 
Mstep: Class 31 contains 1401 members 
Mstep: Class 32 contains 6849 members 
Mstep: Class 33 contains 34635 members 
Entering Unmasked Estep 
Score: -85358624.000000 Penalty: 71358.398438
Splitting cluster 17 changes total score from -84833984.000000 to -85358624.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (3950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Entering Unmasked Estep 
Score: -496265.406250 Penalty: 1345.739136
	Iteration 0F: 2 clusters Score -496265.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -493006.187500 Penalty: 2691.478271
	Iteration 0F: 3 clusters Score -493006.2 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -494511.312500 Penalty: 2691.478271
	Iteration 1F: 3 clusters Score -494511.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -495405.250000 Penalty: 2691.478271
	Iteration 2F: 3 clusters Score -495405.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -496039.968750 Penalty: 2691.478271
	Iteration 3F: 3 clusters Score -496040 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -496481.218750 Penalty: 2691.478271
	Iteration 4F: 3 clusters Score -496481.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -496714.468750 Penalty: 2691.478271
	Iteration 5Q: 3 clusters Score -496714.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -496809.968750 Penalty: 2691.478271
	Iteration 6Q: 3 clusters Score -496810 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -496870.562500 Penalty: 2691.478271
	Iteration 7Q: 3 clusters Score -496870.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -496912.812500 Penalty: 2691.478271
	Iteration 8Q: 3 clusters Score -496912.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -496948.187500 Penalty: 2691.478271
	Iteration 9Q: 3 clusters Score -496948.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -496969.968750 Penalty: 2691.478271
	Iteration 10Q: 3 clusters Score -496970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -496989.875000 Penalty: 2691.478271
	Iteration 11Q: 3 clusters Score -496989.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -497017.625000 Penalty: 2691.478271
	Iteration 12Q: 3 clusters Score -497017.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -497051.812500 Penalty: 2691.478271
	Iteration 13Q: 3 clusters Score -497051.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -497098.843750 Penalty: 2691.478271
	Iteration 14Q: 3 clusters Score -497098.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -497137.875000 Penalty: 2691.478271
	Iteration 15Q: 3 clusters Score -497137.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -497184.906250 Penalty: 2691.478271
	Iteration 16Q: 3 clusters Score -497184.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -497216.437500 Penalty: 2691.478271
	Iteration 17Q: 3 clusters Score -497216.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -497244.593750 Penalty: 2691.478271
	Iteration 18Q: 3 clusters Score -497244.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -497265.843750 Penalty: 2691.478271
	Iteration 19Q: 3 clusters Score -497265.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -497283.093750 Penalty: 2691.478271
	Iteration 20F: 3 clusters Score -497283.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -497300.468750 Penalty: 2691.478271
	Iteration 21Q: 3 clusters Score -497300.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -497310.750000 Penalty: 2691.478271
	Iteration 22Q: 3 clusters Score -497310.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -497319.500000 Penalty: 2691.478271
	Iteration 23Q: 3 clusters Score -497319.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -497320.406250 Penalty: 2691.478271
	Iteration 24Q: 3 clusters Score -497320.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -497321.312500 Penalty: 2691.478271
	Iteration 25Q: 3 clusters Score -497321.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -497321.312500 Penalty: 2691.478271
	Iteration 26F: 3 clusters Score -497321.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 198 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 19143 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 46982 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 12498 members 
Mstep: Class 12 contains 32769 members 
Mstep: Class 13 contains 74136 members 
Mstep: Class 14 contains 1948 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 11266 members 
Mstep: Class 17 contains 53665 members 
Mstep: Class 18 contains 1330 members 
Mstep: Class 19 contains 13003 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 23017 members 
Mstep: Class 22 contains 23156 members 
Mstep: Class 23 contains 13725 members 
Mstep: Class 24 contains 1313 members 
Mstep: Class 25 contains 39904 members 
Mstep: Class 26 contains 2533 members 
Mstep: Class 27 contains 2901 members 
Mstep: Class 28 contains 13104 members 
Mstep: Class 29 contains 79771 members 
Mstep: Class 30 contains 5711 members 
Mstep: Class 31 contains 1401 members 
Mstep: Class 32 contains 6849 members 
Mstep: Class 33 contains 34635 members 
Mstep: Class 34 contains 2620 members 
Entering Unmasked Estep 
Score: -85358832.000000 Penalty: 73520.773438
Splitting cluster 18 changes total score from -84833984.000000 to -85358832.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (13003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Entering Unmasked Estep 
Score: -1712116.125000 Penalty: 1539.352051
	Iteration 0F: 2 clusters Score -1712116 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 6552 members 
Entering Unmasked Estep 
Score: -1703277.500000 Penalty: 3078.704102
	Iteration 0F: 3 clusters Score -1703278 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1707788.750000 Penalty: 3078.704102
	Iteration 1F: 3 clusters Score -1707789 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1709670.250000 Penalty: 3078.704102
	Iteration 2F: 3 clusters Score -1709670 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1711326.750000 Penalty: 3078.704102
	Iteration 3F: 3 clusters Score -1711327 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1712270.375000 Penalty: 3078.704102
	Iteration 4F: 3 clusters Score -1712270 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1712723.375000 Penalty: 3078.704102
	Iteration 5F: 3 clusters Score -1712723 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1712943.250000 Penalty: 3078.704102
	Iteration 6Q: 3 clusters Score -1712943 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1713095.375000 Penalty: 3078.704102
	Iteration 7Q: 3 clusters Score -1713095 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1713201.500000 Penalty: 3078.704102
	Iteration 8Q: 3 clusters Score -1713202 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1713278.375000 Penalty: 3078.704102
	Iteration 9Q: 3 clusters Score -1713278 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1713348.500000 Penalty: 3078.704102
	Iteration 10Q: 3 clusters Score -1713348 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1713435.625000 Penalty: 3078.704102
	Iteration 11Q: 3 clusters Score -1713436 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1713522.000000 Penalty: 3078.704102
	Iteration 12Q: 3 clusters Score -1713522 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1713613.375000 Penalty: 3078.704102
	Iteration 13Q: 3 clusters Score -1713613 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1713772.250000 Penalty: 3078.704102
	Iteration 14Q: 3 clusters Score -1713772 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1714036.250000 Penalty: 3078.704102
	Iteration 15Q: 3 clusters Score -1714036 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1714413.250000 Penalty: 3078.704102
	Iteration 16Q: 3 clusters Score -1714413 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1715034.125000 Penalty: 3078.704102
	Iteration 17Q: 3 clusters Score -1715034 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1716203.250000 Penalty: 3078.704102
	Iteration 18Q: 3 clusters Score -1716203 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1717893.750000 Penalty: 3078.704102
	Iteration 19Q: 3 clusters Score -1717894 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1719478.750000 Penalty: 3078.704102
	Iteration 20F: 3 clusters Score -1719479 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1720194.750000 Penalty: 3078.704102
	Iteration 21Q: 3 clusters Score -1720195 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1720417.875000 Penalty: 3078.704102
	Iteration 22Q: 3 clusters Score -1720418 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1720521.875000 Penalty: 3078.704102
	Iteration 23Q: 3 clusters Score -1720522 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1720563.500000 Penalty: 3078.704102
	Iteration 24Q: 3 clusters Score -1720564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1720587.125000 Penalty: 3078.704102
	Iteration 25Q: 3 clusters Score -1720587 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1720588.625000 Penalty: 3078.704102
	Iteration 26Q: 3 clusters Score -1720589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1720597.625000 Penalty: 3078.704102
	Iteration 27Q: 3 clusters Score -1720598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1720601.125000 Penalty: 3078.704102
	Iteration 28Q: 3 clusters Score -1720601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1720602.375000 Penalty: 3078.704102
	Iteration 29Q: 3 clusters Score -1720602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1720604.500000 Penalty: 3078.704102
	Iteration 30Q: 3 clusters Score -1720604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1720606.625000 Penalty: 3078.704102
	Iteration 31Q: 3 clusters Score -1720607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1720605.125000 Penalty: 3078.704102
	Iteration 32Q: 3 clusters Score -1720605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1720607.250000 Penalty: 3078.704102
	Iteration 33Q: 3 clusters Score -1720607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1720609.000000 Penalty: 3078.704102
	Iteration 34Q: 3 clusters Score -1720609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1720607.375000 Penalty: 3078.704102
	Iteration 35Q: 3 clusters Score -1720607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1720607.375000 Penalty: 3078.704102
	Iteration 36F: 3 clusters Score -1720607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 198 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 19143 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 46982 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 12498 members 
Mstep: Class 12 contains 32769 members 
Mstep: Class 13 contains 74136 members 
Mstep: Class 14 contains 1948 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 11266 members 
Mstep: Class 17 contains 53665 members 
Mstep: Class 18 contains 1330 members 
Mstep: Class 19 contains 9609 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 23017 members 
Mstep: Class 22 contains 23156 members 
Mstep: Class 23 contains 13725 members 
Mstep: Class 24 contains 1313 members 
Mstep: Class 25 contains 39904 members 
Mstep: Class 26 contains 2533 members 
Mstep: Class 27 contains 2901 members 
Mstep: Class 28 contains 13104 members 
Mstep: Class 29 contains 79771 members 
Mstep: Class 30 contains 5711 members 
Mstep: Class 31 contains 1401 members 
Mstep: Class 32 contains 6849 members 
Mstep: Class 33 contains 34635 members 
Mstep: Class 34 contains 2620 members 
Mstep: Class 35 contains 3394 members 
Entering Unmasked Estep 
Score: -85366808.000000 Penalty: 75683.148438
Splitting cluster 19 changes total score from -84833984.000000 to -85366808.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 15353 members 
Mstep: Class 3 contains 198 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 19143 members 
Mstep: Class 6 contains 15164 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 46982 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 12498 members 
Mstep: Class 13 contains 74136 members 
Mstep: Class 14 contains 1948 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 11266 members 
Mstep: Class 17 contains 53665 members 
Mstep: Class 18 contains 1330 members 
Mstep: Class 19 contains 9609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85405656.000000 Penalty: 75683.148438
Iteration 39Q: 36 clusters Score -8.540566e+07 nChanged 24397
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 15370 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 14157 members 
Mstep: Class 5 contains 19030 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 47395 members 
Mstep: Class 9 contains 2790 members 
Mstep: Class 10 contains 2420 members 
Mstep: Class 11 contains 12607 members 
Mstep: Class 12 contains 29879 members 
Mstep: Class 13 contains 75224 members 
Mstep: Class 14 contains 3012 members 
Mstep: Class 15 contains 3288 members 
Mstep: Class 16 contains 10682 members 
Mstep: Class 17 contains 56420 members 
Mstep: Class 18 contains 1844 members 
Mstep: Class 19 contains 9337 members 
Mstep: Class 20 contains 238 members 
Mstep: Class 21 contains 22014 members 
Mstep: Class 22 contains 20599 members 
Mstep: Class 23 contains 14238 members 
Mstep: Class 24 contains 1334 members 
Mstep: Class 25 contains 39003 members 
Mstep: Class 26 contains 2646 members 
Mstep: Class 27 contains 2678 members 
Mstep: Class 28 contains 13024 members 
Mstep: Class 29 contains 79593 members 
Mstep: Class 30 contains 5074 members 
Mstep: Class 31 contains 1390 members 
Mstep: Class 32 contains 6648 members 
Mstep: Class 33 contains 34913 members 
Mstep: Class 34 contains 2372 members 
Mstep: Class 35 contains 3564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85448384.000000 Penalty: 75683.148438
Iteration 40F: 36 clusters Score -8.544838e+07 nChanged 35011
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 233 members 
Mstep: Class 4 contains 14379 members 
Mstep: Class 5 contains 29679 members 
Mstep: Class 6 contains 14788 members 
Mstep: Class 7 contains 3267 members 
Mstep: Class 8 contains 47160 members 
Mstep: Class 9 contains 2586 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 11537 members 
Mstep: Class 12 contains 29897 members 
Mstep: Class 13 contains 61311 members 
Mstep: Class 14 contains 3997 members 
Mstep: Class 15 contains 3282 members 
Mstep: Class 16 contains 10047 members 
Mstep: Class 17 contains 56647 members 
Mstep: Class 18 contains 2112 members 
Mstep: Class 19 contains 8466 members 
Mstep: Class 20 contains 237 members 
Mstep: Class 21 contains 21385 members 
Mstep: Class 22 contains 22396 members 
Mstep: Class 23 contains 15674 members 
Mstep: Class 24 contains 1427 members 
Mstep: Class 25 contains 38873 members 
Mstep: Class 26 contains 3045 members 
Mstep: Class 27 contains 2606 members 
Mstep: Class 28 contains 13792 members 
Mstep: Class 29 contains 80959 members 
Mstep: Class 30 contains 4867 members 
Mstep: Class 31 contains 1893 members 
Mstep: Class 32 contains 7307 members 
Mstep: Class 33 contains 37661 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 3784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85490160.000000 Penalty: 75683.148438
Iteration 41F: 36 clusters Score -8.549016e+07 nChanged 28075
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 15112 members 
Mstep: Class 3 contains 239 members 
Mstep: Class 4 contains 14951 members 
Mstep: Class 5 contains 41516 members 
Mstep: Class 6 contains 14448 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 47164 members 
Mstep: Class 9 contains 2585 members 
Mstep: Class 10 contains 2626 members 
Mstep: Class 11 contains 11142 members 
Mstep: Class 12 contains 29942 members 
Mstep: Class 13 contains 47912 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 15 contains 3291 members 
Mstep: Class 16 contains 9709 members 
Mstep: Class 17 contains 56945 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 8178 members 
Mstep: Class 20 contains 225 members 
Mstep: Class 21 contains 20971 members 
Mstep: Class 22 contains 23110 members 
Mstep: Class 23 contains 16343 members 
Mstep: Class 24 contains 1463 members 
Mstep: Class 25 contains 38516 members 
Mstep: Class 26 contains 3201 members 
Mstep: Class 27 contains 2501 members 
Mstep: Class 28 contains 14223 members 
Mstep: Class 29 contains 80726 members 
Mstep: Class 30 contains 4839 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 7536 members 
Mstep: Class 33 contains 38676 members 
Mstep: Class 34 contains 2444 members 
Mstep: Class 35 contains 3928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85507328.000000 Penalty: 75683.148438
Iteration 42Q: 36 clusters Score -8.550733e+07 nChanged 23049
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 15111 members 
Mstep: Class 3 contains 245 members 
Mstep: Class 4 contains 15537 members 
Mstep: Class 5 contains 50436 members 
Mstep: Class 6 contains 14239 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 47197 members 
Mstep: Class 9 contains 2600 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 10947 members 
Mstep: Class 12 contains 29927 members 
Mstep: Class 13 contains 38540 members 
Mstep: Class 14 contains 5151 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 9451 members 
Mstep: Class 17 contains 57206 members 
Mstep: Class 18 contains 2394 members 
Mstep: Class 19 contains 8036 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 20750 members 
Mstep: Class 22 contains 23215 members 
Mstep: Class 23 contains 16732 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 38284 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 2410 members 
Mstep: Class 28 contains 14805 members 
Mstep: Class 29 contains 79691 members 
Mstep: Class 30 contains 4844 members 
Mstep: Class 31 contains 2488 members 
Mstep: Class 32 contains 7648 members 
Mstep: Class 33 contains 39136 members 
Mstep: Class 34 contains 2508 members 
Mstep: Class 35 contains 4030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85527712.000000 Penalty: 75683.148438
Iteration 43Q: 36 clusters Score -8.552771e+07 nChanged 15269
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 15112 members 
Mstep: Class 3 contains 250 members 
Mstep: Class 4 contains 15994 members 
Mstep: Class 5 contains 53241 members 
Mstep: Class 6 contains 14014 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 47253 members 
Mstep: Class 9 contains 2648 members 
Mstep: Class 10 contains 2789 members 
Mstep: Class 11 contains 10791 members 
Mstep: Class 12 contains 29844 members 
Mstep: Class 13 contains 37248 members 
Mstep: Class 14 contains 5422 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 9179 members 
Mstep: Class 17 contains 57430 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 7973 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 20600 members 
Mstep: Class 22 contains 22709 members 
Mstep: Class 23 contains 16950 members 
Mstep: Class 24 contains 1486 members 
Mstep: Class 25 contains 38097 members 
Mstep: Class 26 contains 3415 members 
Mstep: Class 27 contains 2327 members 
Mstep: Class 28 contains 15293 members 
Mstep: Class 29 contains 77795 members 
Mstep: Class 30 contains 4856 members 
Mstep: Class 31 contains 2809 members 
Mstep: Class 32 contains 7679 members 
Mstep: Class 33 contains 39326 members 
Mstep: Class 34 contains 2601 members 
Mstep: Class 35 contains 4103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85539800.000000 Penalty: 75683.148438
Iteration 44Q: 36 clusters Score -8.55398e+07 nChanged 10941
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 15110 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 16342 members 
Mstep: Class 5 contains 54580 members 
Mstep: Class 6 contains 13853 members 
Mstep: Class 7 contains 3448 members 
Mstep: Class 8 contains 47236 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 2827 members 
Mstep: Class 11 contains 10680 members 
Mstep: Class 12 contains 29729 members 
Mstep: Class 13 contains 37366 members 
Mstep: Class 14 contains 5567 members 
Mstep: Class 15 contains 3264 members 
Mstep: Class 16 contains 8961 members 
Mstep: Class 17 contains 57682 members 
Mstep: Class 18 contains 2500 members 
Mstep: Class 19 contains 7967 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 20542 members 
Mstep: Class 22 contains 22396 members 
Mstep: Class 23 contains 17061 members 
Mstep: Class 24 contains 1500 members 
Mstep: Class 25 contains 38025 members 
Mstep: Class 26 contains 3480 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 15609 members 
Mstep: Class 29 contains 76091 members 
Mstep: Class 30 contains 4902 members 
Mstep: Class 31 contains 3116 members 
Mstep: Class 32 contains 7671 members 
Mstep: Class 33 contains 39313 members 
Mstep: Class 34 contains 2665 members 
Mstep: Class 35 contains 4128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85547456.000000 Penalty: 75683.148438
Iteration 45Q: 36 clusters Score -8.554746e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 15124 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 16616 members 
Mstep: Class 5 contains 55556 members 
Mstep: Class 6 contains 13685 members 
Mstep: Class 7 contains 3463 members 
Mstep: Class 8 contains 47235 members 
Mstep: Class 9 contains 2718 members 
Mstep: Class 10 contains 2870 members 
Mstep: Class 11 contains 10618 members 
Mstep: Class 12 contains 29622 members 
Mstep: Class 13 contains 37413 members 
Mstep: Class 14 contains 5636 members 
Mstep: Class 15 contains 3240 members 
Mstep: Class 16 contains 8813 members 
Mstep: Class 17 contains 57930 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 7970 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 20562 members 
Mstep: Class 22 contains 22296 members 
Mstep: Class 23 contains 17133 members 
Mstep: Class 24 contains 1516 members 
Mstep: Class 25 contains 37974 members 
Mstep: Class 26 contains 3525 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 15812 members 
Mstep: Class 29 contains 74808 members 
Mstep: Class 30 contains 4924 members 
Mstep: Class 31 contains 3364 members 
Mstep: Class 32 contains 7633 members 
Mstep: Class 33 contains 39191 members 
Mstep: Class 34 contains 2715 members 
Mstep: Class 35 contains 4144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85552440.000000 Penalty: 75683.148438
Iteration 46Q: 36 clusters Score -8.555244e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 15132 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 16829 members 
Mstep: Class 5 contains 56263 members 
Mstep: Class 6 contains 13559 members 
Mstep: Class 7 contains 3461 members 
Mstep: Class 8 contains 47221 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 2920 members 
Mstep: Class 11 contains 10586 members 
Mstep: Class 12 contains 29578 members 
Mstep: Class 13 contains 37601 members 
Mstep: Class 14 contains 5651 members 
Mstep: Class 15 contains 3222 members 
Mstep: Class 16 contains 8707 members 
Mstep: Class 17 contains 58143 members 
Mstep: Class 18 contains 2600 members 
Mstep: Class 19 contains 7976 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 20629 members 
Mstep: Class 22 contains 22194 members 
Mstep: Class 23 contains 17160 members 
Mstep: Class 24 contains 1528 members 
Mstep: Class 25 contains 37954 members 
Mstep: Class 26 contains 3579 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 15944 members 
Mstep: Class 29 contains 73762 members 
Mstep: Class 30 contains 4951 members 
Mstep: Class 31 contains 3554 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 39021 members 
Mstep: Class 34 contains 2751 members 
Mstep: Class 35 contains 4152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85556440.000000 Penalty: 75683.148438
Iteration 47Q: 36 clusters Score -8.555644e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 15130 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 16996 members 
Mstep: Class 5 contains 56806 members 
Mstep: Class 6 contains 13479 members 
Mstep: Class 7 contains 3462 members 
Mstep: Class 8 contains 47196 members 
Mstep: Class 9 contains 2798 members 
Mstep: Class 10 contains 2955 members 
Mstep: Class 11 contains 10570 members 
Mstep: Class 12 contains 29524 members 
Mstep: Class 13 contains 37952 members 
Mstep: Class 14 contains 5658 members 
Mstep: Class 15 contains 3210 members 
Mstep: Class 16 contains 8624 members 
Mstep: Class 17 contains 58354 members 
Mstep: Class 18 contains 2624 members 
Mstep: Class 19 contains 7988 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 20742 members 
Mstep: Class 22 contains 21984 members 
Mstep: Class 23 contains 17170 members 
Mstep: Class 24 contains 1536 members 
Mstep: Class 25 contains 37968 members 
Mstep: Class 26 contains 3609 members 
Mstep: Class 27 contains 2178 members 
Mstep: Class 28 contains 15971 members 
Mstep: Class 29 contains 72873 members 
Mstep: Class 30 contains 4970 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 7569 members 
Mstep: Class 33 contains 38802 members 
Mstep: Class 34 contains 2797 members 
Mstep: Class 35 contains 4163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85559416.000000 Penalty: 75683.148438
Iteration 48Q: 36 clusters Score -8.555942e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 15130 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 17142 members 
Mstep: Class 5 contains 57168 members 
Mstep: Class 6 contains 13394 members 
Mstep: Class 7 contains 3462 members 
Mstep: Class 8 contains 47185 members 
Mstep: Class 9 contains 2833 members 
Mstep: Class 10 contains 2988 members 
Mstep: Class 11 contains 10553 members 
Mstep: Class 12 contains 29457 members 
Mstep: Class 13 contains 38434 members 
Mstep: Class 14 contains 5716 members 
Mstep: Class 15 contains 3202 members 
Mstep: Class 16 contains 8578 members 
Mstep: Class 17 contains 58573 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 7992 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 20866 members 
Mstep: Class 22 contains 21665 members 
Mstep: Class 23 contains 17190 members 
Mstep: Class 24 contains 1538 members 
Mstep: Class 25 contains 37961 members 
Mstep: Class 26 contains 3629 members 
Mstep: Class 27 contains 2156 members 
Mstep: Class 28 contains 16002 members 
Mstep: Class 29 contains 72142 members 
Mstep: Class 30 contains 4985 members 
Mstep: Class 31 contains 3853 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 2818 members 
Mstep: Class 35 contains 4172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85561448.000000 Penalty: 75683.148438
Iteration 49Q: 36 clusters Score -8.556145e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 15120 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 17211 members 
Mstep: Class 5 contains 57428 members 
Mstep: Class 6 contains 13315 members 
Mstep: Class 7 contains 3466 members 
Mstep: Class 8 contains 47195 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 3019 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 29458 members 
Mstep: Class 13 contains 38888 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3198 members 
Mstep: Class 16 contains 8544 members 
Mstep: Class 17 contains 58762 members 
Mstep: Class 18 contains 2658 members 
Mstep: Class 19 contains 8007 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 21019 members 
Mstep: Class 22 contains 21360 members 
Mstep: Class 23 contains 17218 members 
Mstep: Class 24 contains 1539 members 
Mstep: Class 25 contains 37922 members 
Mstep: Class 26 contains 3639 members 
Mstep: Class 27 contains 2135 members 
Mstep: Class 28 contains 16026 members 
Mstep: Class 29 contains 71560 members 
Mstep: Class 30 contains 4997 members 
Mstep: Class 31 contains 3979 members 
Mstep: Class 32 contains 7501 members 
Mstep: Class 33 contains 38264 members 
Mstep: Class 34 contains 2843 members 
Mstep: Class 35 contains 4165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85562456.000000 Penalty: 75683.148438
Iteration 50Q: 36 clusters Score -8.556246e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 15112 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 17225 members 
Mstep: Class 5 contains 57619 members 
Mstep: Class 6 contains 13249 members 
Mstep: Class 7 contains 3464 members 
Mstep: Class 8 contains 47143 members 
Mstep: Class 9 contains 2881 members 
Mstep: Class 10 contains 3041 members 
Mstep: Class 11 contains 10528 members 
Mstep: Class 12 contains 29437 members 
Mstep: Class 13 contains 39278 members 
Mstep: Class 14 contains 5835 members 
Mstep: Class 15 contains 3195 members 
Mstep: Class 16 contains 8532 members 
Mstep: Class 17 contains 58951 members 
Mstep: Class 18 contains 2670 members 
Mstep: Class 19 contains 8016 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 21193 members 
Mstep: Class 22 contains 21110 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 1542 members 
Mstep: Class 25 contains 37960 members 
Mstep: Class 26 contains 3639 members 
Mstep: Class 27 contains 2107 members 
Mstep: Class 28 contains 16042 members 
Mstep: Class 29 contains 71100 members 
Mstep: Class 30 contains 5018 members 
Mstep: Class 31 contains 4088 members 
Mstep: Class 32 contains 7454 members 
Mstep: Class 33 contains 37969 members 
Mstep: Class 34 contains 2870 members 
Mstep: Class 35 contains 4174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85563960.000000 Penalty: 75683.148438
Iteration 51Q: 36 clusters Score -8.556396e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 15108 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 17189 members 
Mstep: Class 5 contains 57762 members 
Mstep: Class 6 contains 13179 members 
Mstep: Class 7 contains 3458 members 
Mstep: Class 8 contains 47112 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 10 contains 3062 members 
Mstep: Class 11 contains 10528 members 
Mstep: Class 12 contains 29438 members 
Mstep: Class 13 contains 39599 members 
Mstep: Class 14 contains 5859 members 
Mstep: Class 15 contains 3190 members 
Mstep: Class 16 contains 8538 members 
Mstep: Class 17 contains 59164 members 
Mstep: Class 18 contains 2688 members 
Mstep: Class 19 contains 8028 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 21430 members 
Mstep: Class 22 contains 20842 members 
Mstep: Class 23 contains 17257 members 
Mstep: Class 24 contains 1546 members 
Mstep: Class 25 contains 37981 members 
Mstep: Class 26 contains 3647 members 
Mstep: Class 27 contains 2090 members 
Mstep: Class 28 contains 16071 members 
Mstep: Class 29 contains 70742 members 
Mstep: Class 30 contains 5032 members 
Mstep: Class 31 contains 4179 members 
Mstep: Class 32 contains 7408 members 
Mstep: Class 33 contains 37656 members 
Mstep: Class 34 contains 2890 members 
Mstep: Class 35 contains 4174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85565384.000000 Penalty: 75683.148438
Iteration 52Q: 36 clusters Score -8.556538e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 15108 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 17063 members 
Mstep: Class 5 contains 57907 members 
Mstep: Class 6 contains 13128 members 
Mstep: Class 7 contains 3450 members 
Mstep: Class 8 contains 47091 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 3069 members 
Mstep: Class 11 contains 10524 members 
Mstep: Class 12 contains 29416 members 
Mstep: Class 13 contains 39838 members 
Mstep: Class 14 contains 5883 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 8552 members 
Mstep: Class 17 contains 59348 members 
Mstep: Class 18 contains 2701 members 
Mstep: Class 19 contains 8039 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 21748 members 
Mstep: Class 22 contains 20622 members 
Mstep: Class 23 contains 17267 members 
Mstep: Class 24 contains 1548 members 
Mstep: Class 25 contains 37995 members 
Mstep: Class 26 contains 3644 members 
Mstep: Class 27 contains 2064 members 
Mstep: Class 28 contains 16087 members 
Mstep: Class 29 contains 70437 members 
Mstep: Class 30 contains 5050 members 
Mstep: Class 31 contains 4264 members 
Mstep: Class 32 contains 7357 members 
Mstep: Class 33 contains 37337 members 
Mstep: Class 34 contains 2921 members 
Mstep: Class 35 contains 4176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85566112.000000 Penalty: 75683.148438
Iteration 53Q: 36 clusters Score -8.556611e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 15107 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 16899 members 
Mstep: Class 5 contains 58044 members 
Mstep: Class 6 contains 13072 members 
Mstep: Class 7 contains 3448 members 
Mstep: Class 8 contains 47085 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 3079 members 
Mstep: Class 11 contains 10530 members 
Mstep: Class 12 contains 29422 members 
Mstep: Class 13 contains 39940 members 
Mstep: Class 14 contains 5919 members 
Mstep: Class 15 contains 3181 members 
Mstep: Class 16 contains 8582 members 
Mstep: Class 17 contains 59497 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 8055 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 22121 members 
Mstep: Class 22 contains 20438 members 
Mstep: Class 23 contains 17272 members 
Mstep: Class 24 contains 1553 members 
Mstep: Class 25 contains 38002 members 
Mstep: Class 26 contains 3641 members 
Mstep: Class 27 contains 2043 members 
Mstep: Class 28 contains 16111 members 
Mstep: Class 29 contains 70204 members 
Mstep: Class 30 contains 5054 members 
Mstep: Class 31 contains 4333 members 
Mstep: Class 32 contains 7315 members 
Mstep: Class 33 contains 37015 members 
Mstep: Class 34 contains 2949 members 
Mstep: Class 35 contains 4171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85567296.000000 Penalty: 75683.148438
Iteration 54Q: 36 clusters Score -8.55673e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 15097 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 16617 members 
Mstep: Class 5 contains 58142 members 
Mstep: Class 6 contains 13016 members 
Mstep: Class 7 contains 3450 members 
Mstep: Class 8 contains 47075 members 
Mstep: Class 9 contains 2925 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 10521 members 
Mstep: Class 12 contains 29440 members 
Mstep: Class 13 contains 40021 members 
Mstep: Class 14 contains 5944 members 
Mstep: Class 15 contains 3174 members 
Mstep: Class 16 contains 8613 members 
Mstep: Class 17 contains 59646 members 
Mstep: Class 18 contains 2742 members 
Mstep: Class 19 contains 8067 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 22600 members 
Mstep: Class 22 contains 20300 members 
Mstep: Class 23 contains 17277 members 
Mstep: Class 24 contains 1558 members 
Mstep: Class 25 contains 38010 members 
Mstep: Class 26 contains 3641 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 16120 members 
Mstep: Class 29 contains 70042 members 
Mstep: Class 30 contains 5076 members 
Mstep: Class 31 contains 4393 members 
Mstep: Class 32 contains 7277 members 
Mstep: Class 33 contains 36654 members 
Mstep: Class 34 contains 2976 members 
Mstep: Class 35 contains 4163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85568520.000000 Penalty: 75683.148438
Iteration 55Q: 36 clusters Score -8.556852e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 15095 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 16386 members 
Mstep: Class 5 contains 58179 members 
Mstep: Class 6 contains 12986 members 
Mstep: Class 7 contains 3449 members 
Mstep: Class 8 contains 47062 members 
Mstep: Class 9 contains 2921 members 
Mstep: Class 10 contains 3097 members 
Mstep: Class 11 contains 10516 members 
Mstep: Class 12 contains 29459 members 
Mstep: Class 13 contains 40063 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 3167 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 59755 members 
Mstep: Class 18 contains 2756 members 
Mstep: Class 19 contains 8081 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 23078 members 
Mstep: Class 22 contains 20159 members 
Mstep: Class 23 contains 17280 members 
Mstep: Class 24 contains 1556 members 
Mstep: Class 25 contains 38008 members 
Mstep: Class 26 contains 3638 members 
Mstep: Class 27 contains 1993 members 
Mstep: Class 28 contains 16157 members 
Mstep: Class 29 contains 69912 members 
Mstep: Class 30 contains 5081 members 
Mstep: Class 31 contains 4438 members 
Mstep: Class 32 contains 7237 members 
Mstep: Class 33 contains 36359 members 
Mstep: Class 34 contains 2994 members 
Mstep: Class 35 contains 4158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85569344.000000 Penalty: 75683.148438
Iteration 56Q: 36 clusters Score -8.556934e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 15101 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 16177 members 
Mstep: Class 5 contains 58187 members 
Mstep: Class 6 contains 12965 members 
Mstep: Class 7 contains 3447 members 
Mstep: Class 8 contains 47053 members 
Mstep: Class 9 contains 2927 members 
Mstep: Class 10 contains 3105 members 
Mstep: Class 11 contains 10523 members 
Mstep: Class 12 contains 29472 members 
Mstep: Class 13 contains 40081 members 
Mstep: Class 14 contains 5992 members 
Mstep: Class 15 contains 3166 members 
Mstep: Class 16 contains 8708 members 
Mstep: Class 17 contains 59838 members 
Mstep: Class 18 contains 2765 members 
Mstep: Class 19 contains 8091 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 23526 members 
Mstep: Class 22 contains 20026 members 
Mstep: Class 23 contains 17280 members 
Mstep: Class 24 contains 1555 members 
Mstep: Class 25 contains 38008 members 
Mstep: Class 26 contains 3629 members 
Mstep: Class 27 contains 1973 members 
Mstep: Class 28 contains 16193 members 
Mstep: Class 29 contains 69805 members 
Mstep: Class 30 contains 5093 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 7205 members 
Mstep: Class 33 contains 36053 members 
Mstep: Class 34 contains 3011 members 
Mstep: Class 35 contains 4155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85570336.000000 Penalty: 75683.148438
Iteration 57Q: 36 clusters Score -8.557034e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 15105 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 16055 members 
Mstep: Class 5 contains 58169 members 
Mstep: Class 6 contains 12933 members 
Mstep: Class 7 contains 3445 members 
Mstep: Class 8 contains 47047 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 10529 members 
Mstep: Class 12 contains 29462 members 
Mstep: Class 13 contains 40098 members 
Mstep: Class 14 contains 6018 members 
Mstep: Class 15 contains 3166 members 
Mstep: Class 16 contains 8762 members 
Mstep: Class 17 contains 59910 members 
Mstep: Class 18 contains 2778 members 
Mstep: Class 19 contains 8104 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 23934 members 
Mstep: Class 22 contains 19872 members 
Mstep: Class 23 contains 17282 members 
Mstep: Class 24 contains 1555 members 
Mstep: Class 25 contains 38007 members 
Mstep: Class 26 contains 3625 members 
Mstep: Class 27 contains 1962 members 
Mstep: Class 28 contains 16222 members 
Mstep: Class 29 contains 69713 members 
Mstep: Class 30 contains 5108 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 7174 members 
Mstep: Class 33 contains 35780 members 
Mstep: Class 34 contains 3026 members 
Mstep: Class 35 contains 4153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85571536.000000 Penalty: 75683.148438
Iteration 58Q: 36 clusters Score -8.557154e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 15105 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 16030 members 
Mstep: Class 5 contains 58148 members 
Mstep: Class 6 contains 12931 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 47037 members 
Mstep: Class 9 contains 2926 members 
Mstep: Class 10 contains 3116 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 29429 members 
Mstep: Class 13 contains 40094 members 
Mstep: Class 14 contains 6039 members 
Mstep: Class 15 contains 3167 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 59973 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 8114 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 24263 members 
Mstep: Class 22 contains 19684 members 
Mstep: Class 23 contains 17283 members 
Mstep: Class 24 contains 1555 members 
Mstep: Class 25 contains 38011 members 
Mstep: Class 26 contains 3621 members 
Mstep: Class 27 contains 1952 members 
Mstep: Class 28 contains 16235 members 
Mstep: Class 29 contains 69645 members 
Mstep: Class 30 contains 5119 members 
Mstep: Class 31 contains 4472 members 
Mstep: Class 32 contains 7151 members 
Mstep: Class 33 contains 35574 members 
Mstep: Class 34 contains 3052 members 
Mstep: Class 35 contains 4149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85572352.000000 Penalty: 75683.148438
Iteration 59Q: 36 clusters Score -8.557235e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 15106 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 16043 members 
Mstep: Class 5 contains 58109 members 
Mstep: Class 6 contains 12924 members 
Mstep: Class 7 contains 3447 members 
Mstep: Class 8 contains 47032 members 
Mstep: Class 9 contains 2918 members 
Mstep: Class 10 contains 3123 members 
Mstep: Class 11 contains 10540 members 
Mstep: Class 12 contains 29427 members 
Mstep: Class 13 contains 40087 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 3161 members 
Mstep: Class 16 contains 8882 members 
Mstep: Class 17 contains 60017 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 8126 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 24557 members 
Mstep: Class 22 contains 19495 members 
Mstep: Class 23 contains 17282 members 
Mstep: Class 24 contains 1553 members 
Mstep: Class 25 contains 38013 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 1949 members 
Mstep: Class 28 contains 16243 members 
Mstep: Class 29 contains 69583 members 
Mstep: Class 30 contains 5136 members 
Mstep: Class 31 contains 4464 members 
Mstep: Class 32 contains 7132 members 
Mstep: Class 33 contains 35354 members 
Mstep: Class 34 contains 3061 members 
Mstep: Class 35 contains 4140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85573592.000000 Penalty: 75683.148438
Iteration 60F: 36 clusters Score -8.557359e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 15072 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 16115 members 
Mstep: Class 5 contains 58035 members 
Mstep: Class 6 contains 12889 members 
Mstep: Class 7 contains 3445 members 
Mstep: Class 8 contains 47026 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 3128 members 
Mstep: Class 11 contains 10538 members 
Mstep: Class 12 contains 29429 members 
Mstep: Class 13 contains 40253 members 
Mstep: Class 14 contains 6128 members 
Mstep: Class 15 contains 3136 members 
Mstep: Class 16 contains 8940 members 
Mstep: Class 17 contains 60029 members 
Mstep: Class 18 contains 2873 members 
Mstep: Class 19 contains 8135 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 24797 members 
Mstep: Class 22 contains 19338 members 
Mstep: Class 23 contains 17276 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 38007 members 
Mstep: Class 26 contains 3600 members 
Mstep: Class 27 contains 1940 members 
Mstep: Class 28 contains 16250 members 
Mstep: Class 29 contains 69379 members 
Mstep: Class 30 contains 5141 members 
Mstep: Class 31 contains 4521 members 
Mstep: Class 32 contains 7088 members 
Mstep: Class 33 contains 35185 members 
Mstep: Class 34 contains 3072 members 
Mstep: Class 35 contains 4137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85574752.000000 Penalty: 75683.148438
Iteration 61Q: 36 clusters Score -8.557475e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 15064 members 
Mstep: Class 3 contains 249 members 
Mstep: Class 4 contains 16197 members 
Mstep: Class 5 contains 57944 members 
Mstep: Class 6 contains 12860 members 
Mstep: Class 7 contains 3447 members 
Mstep: Class 8 contains 47031 members 
Mstep: Class 9 contains 2865 members 
Mstep: Class 10 contains 3135 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 29411 members 
Mstep: Class 13 contains 40290 members 
Mstep: Class 14 contains 6139 members 
Mstep: Class 15 contains 3118 members 
Mstep: Class 16 contains 9022 members 
Mstep: Class 17 contains 60038 members 
Mstep: Class 18 contains 2942 members 
Mstep: Class 19 contains 8144 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 25017 members 
Mstep: Class 22 contains 19211 members 
Mstep: Class 23 contains 17271 members 
Mstep: Class 24 contains 1579 members 
Mstep: Class 25 contains 38004 members 
Mstep: Class 26 contains 3575 members 
Mstep: Class 27 contains 1917 members 
Mstep: Class 28 contains 16270 members 
Mstep: Class 29 contains 69260 members 
Mstep: Class 30 contains 5145 members 
Mstep: Class 31 contains 4549 members 
Mstep: Class 32 contains 7040 members 
Mstep: Class 33 contains 35027 members 
Mstep: Class 34 contains 3099 members 
Mstep: Class 35 contains 4135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85575576.000000 Penalty: 75683.148438
Iteration 62Q: 36 clusters Score -8.557558e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 15061 members 
Mstep: Class 3 contains 251 members 
Mstep: Class 4 contains 16320 members 
Mstep: Class 5 contains 57844 members 
Mstep: Class 6 contains 12838 members 
Mstep: Class 7 contains 3453 members 
Mstep: Class 8 contains 47026 members 
Mstep: Class 9 contains 2847 members 
Mstep: Class 10 contains 3143 members 
Mstep: Class 11 contains 10526 members 
Mstep: Class 12 contains 29397 members 
Mstep: Class 13 contains 40333 members 
Mstep: Class 14 contains 6130 members 
Mstep: Class 15 contains 3096 members 
Mstep: Class 16 contains 9110 members 
Mstep: Class 17 contains 60064 members 
Mstep: Class 18 contains 2993 members 
Mstep: Class 19 contains 8160 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 25211 members 
Mstep: Class 22 contains 19090 members 
Mstep: Class 23 contains 17274 members 
Mstep: Class 24 contains 1589 members 
Mstep: Class 25 contains 38001 members 
Mstep: Class 26 contains 3548 members 
Mstep: Class 27 contains 1895 members 
Mstep: Class 28 contains 16298 members 
Mstep: Class 29 contains 69148 members 
Mstep: Class 30 contains 5140 members 
Mstep: Class 31 contains 4536 members 
Mstep: Class 32 contains 7017 members 
Mstep: Class 33 contains 34858 members 
Mstep: Class 34 contains 3128 members 
Mstep: Class 35 contains 4138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85576464.000000 Penalty: 75683.148438
Iteration 63Q: 36 clusters Score -8.557646e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 15066 members 
Mstep: Class 3 contains 251 members 
Mstep: Class 4 contains 16426 members 
Mstep: Class 5 contains 57727 members 
Mstep: Class 6 contains 12820 members 
Mstep: Class 7 contains 3457 members 
Mstep: Class 8 contains 47023 members 
Mstep: Class 9 contains 2828 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 10512 members 
Mstep: Class 12 contains 29381 members 
Mstep: Class 13 contains 40356 members 
Mstep: Class 14 contains 6112 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 9193 members 
Mstep: Class 17 contains 60094 members 
Mstep: Class 18 contains 3024 members 
Mstep: Class 19 contains 8171 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 25378 members 
Mstep: Class 22 contains 19025 members 
Mstep: Class 23 contains 17276 members 
Mstep: Class 24 contains 1593 members 
Mstep: Class 25 contains 38002 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 1881 members 
Mstep: Class 28 contains 16325 members 
Mstep: Class 29 contains 69052 members 
Mstep: Class 30 contains 5137 members 
Mstep: Class 31 contains 4507 members 
Mstep: Class 32 contains 7013 members 
Mstep: Class 33 contains 34687 members 
Mstep: Class 34 contains 3160 members 
Mstep: Class 35 contains 4137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85577088.000000 Penalty: 75683.148438
Iteration 64Q: 36 clusters Score -8.557709e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 15063 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 16543 members 
Mstep: Class 5 contains 57639 members 
Mstep: Class 6 contains 12789 members 
Mstep: Class 7 contains 3457 members 
Mstep: Class 8 contains 47022 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 3158 members 
Mstep: Class 11 contains 10498 members 
Mstep: Class 12 contains 29367 members 
Mstep: Class 13 contains 40375 members 
Mstep: Class 14 contains 6100 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 9269 members 
Mstep: Class 17 contains 60133 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 8186 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 25544 members 
Mstep: Class 22 contains 18921 members 
Mstep: Class 23 contains 17265 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 38007 members 
Mstep: Class 26 contains 3501 members 
Mstep: Class 27 contains 1877 members 
Mstep: Class 28 contains 16349 members 
Mstep: Class 29 contains 68966 members 
Mstep: Class 30 contains 5132 members 
Mstep: Class 31 contains 4478 members 
Mstep: Class 32 contains 7022 members 
Mstep: Class 33 contains 34523 members 
Mstep: Class 34 contains 3189 members 
Mstep: Class 35 contains 4145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85577520.000000 Penalty: 75683.148438
Iteration 65Q: 36 clusters Score -8.557752e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 15062 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 16635 members 
Mstep: Class 5 contains 57581 members 
Mstep: Class 6 contains 12763 members 
Mstep: Class 7 contains 3460 members 
Mstep: Class 8 contains 47023 members 
Mstep: Class 9 contains 2821 members 
Mstep: Class 10 contains 3160 members 
Mstep: Class 11 contains 10486 members 
Mstep: Class 12 contains 29381 members 
Mstep: Class 13 contains 40392 members 
Mstep: Class 14 contains 6095 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 9336 members 
Mstep: Class 17 contains 60139 members 
Mstep: Class 18 contains 3042 members 
Mstep: Class 19 contains 8194 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 25700 members 
Mstep: Class 22 contains 18822 members 
Mstep: Class 23 contains 17255 members 
Mstep: Class 24 contains 1593 members 
Mstep: Class 25 contains 38006 members 
Mstep: Class 26 contains 3485 members 
Mstep: Class 27 contains 1870 members 
Mstep: Class 28 contains 16364 members 
Mstep: Class 29 contains 68868 members 
Mstep: Class 30 contains 5126 members 
Mstep: Class 31 contains 4463 members 
Mstep: Class 32 contains 7033 members 
Mstep: Class 33 contains 34373 members 
Mstep: Class 34 contains 3213 members 
Mstep: Class 35 contains 4152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85578408.000000 Penalty: 75683.148438
Iteration 66Q: 36 clusters Score -8.557841e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 15062 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 16727 members 
Mstep: Class 5 contains 57528 members 
Mstep: Class 6 contains 12732 members 
Mstep: Class 7 contains 3461 members 
Mstep: Class 8 contains 47020 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 10475 members 
Mstep: Class 12 contains 29366 members 
Mstep: Class 13 contains 40386 members 
Mstep: Class 14 contains 6097 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 9387 members 
Mstep: Class 17 contains 60149 members 
Mstep: Class 18 contains 3059 members 
Mstep: Class 19 contains 8201 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 25828 members 
Mstep: Class 22 contains 18736 members 
Mstep: Class 23 contains 17251 members 
Mstep: Class 24 contains 1599 members 
Mstep: Class 25 contains 38006 members 
Mstep: Class 26 contains 3472 members 
Mstep: Class 27 contains 1871 members 
Mstep: Class 28 contains 16368 members 
Mstep: Class 29 contains 68805 members 
Mstep: Class 30 contains 5129 members 
Mstep: Class 31 contains 4451 members 
Mstep: Class 32 contains 7047 members 
Mstep: Class 33 contains 34251 members 
Mstep: Class 34 contains 3226 members 
Mstep: Class 35 contains 4152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85578848.000000 Penalty: 75683.148438
Iteration 67Q: 36 clusters Score -8.557885e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 15058 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 16828 members 
Mstep: Class 5 contains 57474 members 
Mstep: Class 6 contains 12694 members 
Mstep: Class 7 contains 3464 members 
Mstep: Class 8 contains 47017 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 10 contains 3161 members 
Mstep: Class 11 contains 10473 members 
Mstep: Class 12 contains 29352 members 
Mstep: Class 13 contains 40375 members 
Mstep: Class 14 contains 6105 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 9434 members 
Mstep: Class 17 contains 60152 members 
Mstep: Class 18 contains 3057 members 
Mstep: Class 19 contains 8207 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 25928 members 
Mstep: Class 22 contains 18654 members 
Mstep: Class 23 contains 17244 members 
Mstep: Class 24 contains 1604 members 
Mstep: Class 25 contains 38004 members 
Mstep: Class 26 contains 3466 members 
Mstep: Class 27 contains 1870 members 
Mstep: Class 28 contains 16379 members 
Mstep: Class 29 contains 68758 members 
Mstep: Class 30 contains 5127 members 
Mstep: Class 31 contains 4441 members 
Mstep: Class 32 contains 7067 members 
Mstep: Class 33 contains 34146 members 
Mstep: Class 34 contains 3236 members 
Mstep: Class 35 contains 4154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85579048.000000 Penalty: 75683.148438
Iteration 68Q: 36 clusters Score -8.557905e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 15062 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 16916 members 
Mstep: Class 5 contains 57431 members 
Mstep: Class 6 contains 12647 members 
Mstep: Class 7 contains 3464 members 
Mstep: Class 8 contains 47007 members 
Mstep: Class 9 contains 2827 members 
Mstep: Class 10 contains 3161 members 
Mstep: Class 11 contains 10466 members 
Mstep: Class 12 contains 29356 members 
Mstep: Class 13 contains 40367 members 
Mstep: Class 14 contains 6110 members 
Mstep: Class 15 contains 3076 members 
Mstep: Class 16 contains 9493 members 
Mstep: Class 17 contains 60111 members 
Mstep: Class 18 contains 3046 members 
Mstep: Class 19 contains 8210 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 26007 members 
Mstep: Class 22 contains 18595 members 
Mstep: Class 23 contains 17244 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 38004 members 
Mstep: Class 26 contains 3463 members 
Mstep: Class 27 contains 1868 members 
Mstep: Class 28 contains 16380 members 
Mstep: Class 29 contains 68715 members 
Mstep: Class 30 contains 5126 members 
Mstep: Class 31 contains 4433 members 
Mstep: Class 32 contains 7080 members 
Mstep: Class 33 contains 34071 members 
Mstep: Class 34 contains 3248 members 
Mstep: Class 35 contains 4158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85579256.000000 Penalty: 75683.148438
Iteration 69Q: 36 clusters Score -8.557926e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 15064 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 17014 members 
Mstep: Class 5 contains 57379 members 
Mstep: Class 6 contains 12614 members 
Mstep: Class 7 contains 3466 members 
Mstep: Class 8 contains 47004 members 
Mstep: Class 9 contains 2828 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 10468 members 
Mstep: Class 12 contains 29358 members 
Mstep: Class 13 contains 40348 members 
Mstep: Class 14 contains 6113 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 9545 members 
Mstep: Class 17 contains 60082 members 
Mstep: Class 18 contains 3051 members 
Mstep: Class 19 contains 8212 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 26085 members 
Mstep: Class 22 contains 18541 members 
Mstep: Class 23 contains 17243 members 
Mstep: Class 24 contains 1613 members 
Mstep: Class 25 contains 38004 members 
Mstep: Class 26 contains 3462 members 
Mstep: Class 27 contains 1866 members 
Mstep: Class 28 contains 16396 members 
Mstep: Class 29 contains 68663 members 
Mstep: Class 30 contains 5117 members 
Mstep: Class 31 contains 4429 members 
Mstep: Class 32 contains 7078 members 
Mstep: Class 33 contains 33982 members 
Mstep: Class 34 contains 3257 members 
Mstep: Class 35 contains 4155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85579400.000000 Penalty: 75683.148438
Iteration 70Q: 36 clusters Score -8.55794e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 15064 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 17100 members 
Mstep: Class 5 contains 57290 members 
Mstep: Class 6 contains 12588 members 
Mstep: Class 7 contains 3464 members 
Mstep: Class 8 contains 46999 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 3168 members 
Mstep: Class 11 contains 10470 members 
Mstep: Class 12 contains 29418 members 
Mstep: Class 13 contains 40321 members 
Mstep: Class 14 contains 6118 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 9580 members 
Mstep: Class 17 contains 60060 members 
Mstep: Class 18 contains 3065 members 
Mstep: Class 19 contains 8217 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26160 members 
Mstep: Class 22 contains 18514 members 
Mstep: Class 23 contains 17241 members 
Mstep: Class 24 contains 1614 members 
Mstep: Class 25 contains 38009 members 
Mstep: Class 26 contains 3464 members 
Mstep: Class 27 contains 1863 members 
Mstep: Class 28 contains 16398 members 
Mstep: Class 29 contains 68637 members 
Mstep: Class 30 contains 5116 members 
Mstep: Class 31 contains 4430 members 
Mstep: Class 32 contains 7082 members 
Mstep: Class 33 contains 33856 members 
Mstep: Class 34 contains 3262 members 
Mstep: Class 35 contains 4149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85579424.000000 Penalty: 75683.148438
Iteration 71Q: 36 clusters Score -8.557942e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 15064 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 17173 members 
Mstep: Class 5 contains 57181 members 
Mstep: Class 6 contains 12554 members 
Mstep: Class 7 contains 3463 members 
Mstep: Class 8 contains 46995 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 3173 members 
Mstep: Class 11 contains 10473 members 
Mstep: Class 12 contains 29469 members 
Mstep: Class 13 contains 40295 members 
Mstep: Class 14 contains 6129 members 
Mstep: Class 15 contains 3077 members 
Mstep: Class 16 contains 9624 members 
Mstep: Class 17 contains 60014 members 
Mstep: Class 18 contains 3062 members 
Mstep: Class 19 contains 8222 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26232 members 
Mstep: Class 22 contains 18505 members 
Mstep: Class 23 contains 17248 members 
Mstep: Class 24 contains 1618 members 
Mstep: Class 25 contains 38014 members 
Mstep: Class 26 contains 3466 members 
Mstep: Class 27 contains 1862 members 
Mstep: Class 28 contains 16420 members 
Mstep: Class 29 contains 68621 members 
Mstep: Class 30 contains 5114 members 
Mstep: Class 31 contains 4422 members 
Mstep: Class 32 contains 7083 members 
Mstep: Class 33 contains 33753 members 
Mstep: Class 34 contains 3276 members 
Mstep: Class 35 contains 4142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85579504.000000 Penalty: 75683.148438
Iteration 72Q: 36 clusters Score -8.55795e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 15063 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 17271 members 
Mstep: Class 5 contains 57096 members 
Mstep: Class 6 contains 12530 members 
Mstep: Class 7 contains 3466 members 
Mstep: Class 8 contains 46994 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 3177 members 
Mstep: Class 11 contains 10469 members 
Mstep: Class 12 contains 29546 members 
Mstep: Class 13 contains 40262 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 9660 members 
Mstep: Class 17 contains 59987 members 
Mstep: Class 18 contains 3070 members 
Mstep: Class 19 contains 8226 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26305 members 
Mstep: Class 22 contains 18441 members 
Mstep: Class 23 contains 17249 members 
Mstep: Class 24 contains 1618 members 
Mstep: Class 25 contains 38019 members 
Mstep: Class 26 contains 3466 members 
Mstep: Class 27 contains 1862 members 
Mstep: Class 28 contains 16433 members 
Mstep: Class 29 contains 68618 members 
Mstep: Class 30 contains 5111 members 
Mstep: Class 31 contains 4422 members 
Mstep: Class 32 contains 7090 members 
Mstep: Class 33 contains 33629 members 
Mstep: Class 34 contains 3281 members 
Mstep: Class 35 contains 4139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85579736.000000 Penalty: 75683.148438
Iteration 73Q: 36 clusters Score -8.557974e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 15061 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 17401 members 
Mstep: Class 5 contains 57013 members 
Mstep: Class 6 contains 12510 members 
Mstep: Class 7 contains 3465 members 
Mstep: Class 8 contains 46991 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 3176 members 
Mstep: Class 11 contains 10468 members 
Mstep: Class 12 contains 29611 members 
Mstep: Class 13 contains 40259 members 
Mstep: Class 14 contains 6130 members 
Mstep: Class 15 contains 3073 members 
Mstep: Class 16 contains 9693 members 
Mstep: Class 17 contains 59985 members 
Mstep: Class 18 contains 3069 members 
Mstep: Class 19 contains 8231 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26369 members 
Mstep: Class 22 contains 18345 members 
Mstep: Class 23 contains 17248 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 38022 members 
Mstep: Class 26 contains 3465 members 
Mstep: Class 27 contains 1863 members 
Mstep: Class 28 contains 16456 members 
Mstep: Class 29 contains 68606 members 
Mstep: Class 30 contains 5107 members 
Mstep: Class 31 contains 4412 members 
Mstep: Class 32 contains 7097 members 
Mstep: Class 33 contains 33508 members 
Mstep: Class 34 contains 3288 members 
Mstep: Class 35 contains 4143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85579960.000000 Penalty: 75683.148438
Iteration 74Q: 36 clusters Score -8.557996e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 15062 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 17537 members 
Mstep: Class 5 contains 56899 members 
Mstep: Class 6 contains 12493 members 
Mstep: Class 7 contains 3461 members 
Mstep: Class 8 contains 46989 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 3177 members 
Mstep: Class 11 contains 10463 members 
Mstep: Class 12 contains 29689 members 
Mstep: Class 13 contains 40267 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 9722 members 
Mstep: Class 17 contains 59955 members 
Mstep: Class 18 contains 3075 members 
Mstep: Class 19 contains 8236 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26439 members 
Mstep: Class 22 contains 18268 members 
Mstep: Class 23 contains 17249 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 38025 members 
Mstep: Class 26 contains 3462 members 
Mstep: Class 27 contains 1861 members 
Mstep: Class 28 contains 16479 members 
Mstep: Class 29 contains 68588 members 
Mstep: Class 30 contains 5105 members 
Mstep: Class 31 contains 4406 members 
Mstep: Class 32 contains 7096 members 
Mstep: Class 33 contains 33395 members 
Mstep: Class 34 contains 3298 members 
Mstep: Class 35 contains 4146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85579912.000000 Penalty: 75683.148438
Iteration 75Q: 36 clusters Score -8.557991e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 15062 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 17695 members 
Mstep: Class 5 contains 56769 members 
Mstep: Class 6 contains 12477 members 
Mstep: Class 7 contains 3459 members 
Mstep: Class 8 contains 46989 members 
Mstep: Class 9 contains 2828 members 
Mstep: Class 10 contains 3177 members 
Mstep: Class 11 contains 10463 members 
Mstep: Class 12 contains 29772 members 
Mstep: Class 13 contains 40279 members 
Mstep: Class 14 contains 6132 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 9736 members 
Mstep: Class 17 contains 59896 members 
Mstep: Class 18 contains 3075 members 
Mstep: Class 19 contains 8240 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26509 members 
Mstep: Class 22 contains 18179 members 
Mstep: Class 23 contains 17252 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38025 members 
Mstep: Class 26 contains 3462 members 
Mstep: Class 27 contains 1863 members 
Mstep: Class 28 contains 16512 members 
Mstep: Class 29 contains 68574 members 
Mstep: Class 30 contains 5104 members 
Mstep: Class 31 contains 4408 members 
Mstep: Class 32 contains 7100 members 
Mstep: Class 33 contains 33271 members 
Mstep: Class 34 contains 3301 members 
Mstep: Class 35 contains 4147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85580272.000000 Penalty: 75683.148438
Iteration 76Q: 36 clusters Score -8.558027e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 15062 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 17858 members 
Mstep: Class 5 contains 56597 members 
Mstep: Class 6 contains 12462 members 
Mstep: Class 7 contains 3459 members 
Mstep: Class 8 contains 46985 members 
Mstep: Class 9 contains 2828 members 
Mstep: Class 10 contains 3177 members 
Mstep: Class 11 contains 10468 members 
Mstep: Class 12 contains 29804 members 
Mstep: Class 13 contains 40275 members 
Mstep: Class 14 contains 6144 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 9746 members 
Mstep: Class 17 contains 59861 members 
Mstep: Class 18 contains 3079 members 
Mstep: Class 19 contains 8242 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26587 members 
Mstep: Class 22 contains 18124 members 
Mstep: Class 23 contains 17253 members 
Mstep: Class 24 contains 1619 members 
Mstep: Class 25 contains 38027 members 
Mstep: Class 26 contains 3462 members 
Mstep: Class 27 contains 1863 members 
Mstep: Class 28 contains 16552 members 
Mstep: Class 29 contains 68564 members 
Mstep: Class 30 contains 5103 members 
Mstep: Class 31 contains 4414 members 
Mstep: Class 32 contains 7102 members 
Mstep: Class 33 contains 33171 members 
Mstep: Class 34 contains 3309 members 
Mstep: Class 35 contains 4149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85580784.000000 Penalty: 75683.148438
Iteration 77Q: 36 clusters Score -8.558078e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 15062 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 18046 members 
Mstep: Class 5 contains 56429 members 
Mstep: Class 6 contains 12452 members 
Mstep: Class 7 contains 3458 members 
Mstep: Class 8 contains 46986 members 
Mstep: Class 9 contains 2828 members 
Mstep: Class 10 contains 3180 members 
Mstep: Class 11 contains 10474 members 
Mstep: Class 12 contains 29879 members 
Mstep: Class 13 contains 40249 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 9753 members 
Mstep: Class 17 contains 59834 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26670 members 
Mstep: Class 22 contains 18055 members 
Mstep: Class 23 contains 17245 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38026 members 
Mstep: Class 26 contains 3462 members 
Mstep: Class 27 contains 1863 members 
Mstep: Class 28 contains 16571 members 
Mstep: Class 29 contains 68559 members 
Mstep: Class 30 contains 5103 members 
Mstep: Class 31 contains 4417 members 
Mstep: Class 32 contains 7106 members 
Mstep: Class 33 contains 33034 members 
Mstep: Class 34 contains 3315 members 
Mstep: Class 35 contains 4153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85581216.000000 Penalty: 75683.148438
Iteration 78Q: 36 clusters Score -8.558122e+07 nChanged 1458
Entering ConstructFrom: 
Score: -85581216.000000 Penalty: 75683.148438
Entering ConstructFrom: 
Trying to split cluster 1 (22414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Entering Unmasked Estep 
Score: -3301958.000000 Penalty: 1627.834106
	Iteration 0F: 2 clusters Score -3301958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3288593.250000 Penalty: 3255.668213
	Iteration 0F: 3 clusters Score -3288593 nChanged 10258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -3294296.500000 Penalty: 3255.668213
	Iteration 1F: 3 clusters Score -3294296 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -3294868.500000 Penalty: 3255.668213
	Iteration 2F: 3 clusters Score -3294868 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3295458.250000 Penalty: 3255.668213
	Iteration 3F: 3 clusters Score -3295458 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -3296096.250000 Penalty: 3255.668213
	Iteration 4F: 3 clusters Score -3296096 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -3296954.500000 Penalty: 3255.668213
	Iteration 5F: 3 clusters Score -3296954 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -3298248.500000 Penalty: 3255.668213
	Iteration 6F: 3 clusters Score -3298248 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -3300064.000000 Penalty: 3255.668213
	Iteration 7F: 3 clusters Score -3300064 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3302403.750000 Penalty: 3255.668213
	Iteration 8F: 3 clusters Score -3302404 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -3304718.500000 Penalty: 3255.668213
	Iteration 9F: 3 clusters Score -3304718 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -3306662.250000 Penalty: 3255.668213
	Iteration 10F: 3 clusters Score -3306662 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3308145.250000 Penalty: 3255.668213
	Iteration 11Q: 3 clusters Score -3308145 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -3309071.250000 Penalty: 3255.668213
	Iteration 12Q: 3 clusters Score -3309071 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3309605.750000 Penalty: 3255.668213
	Iteration 13Q: 3 clusters Score -3309606 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3309874.750000 Penalty: 3255.668213
	Iteration 14Q: 3 clusters Score -3309875 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -3309978.500000 Penalty: 3255.668213
	Iteration 15Q: 3 clusters Score -3309978 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -3310045.250000 Penalty: 3255.668213
	Iteration 16Q: 3 clusters Score -3310045 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -3310102.750000 Penalty: 3255.668213
	Iteration 17Q: 3 clusters Score -3310103 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3310121.500000 Penalty: 3255.668213
	Iteration 18Q: 3 clusters Score -3310122 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -3310135.000000 Penalty: 3255.668213
	Iteration 19Q: 3 clusters Score -3310135 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3310156.250000 Penalty: 3255.668213
	Iteration 20F: 3 clusters Score -3310156 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -3310179.500000 Penalty: 3255.668213
	Iteration 21Q: 3 clusters Score -3310180 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -3310186.250000 Penalty: 3255.668213
	Iteration 22Q: 3 clusters Score -3310186 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -3310201.750000 Penalty: 3255.668213
	Iteration 23Q: 3 clusters Score -3310202 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -3310212.250000 Penalty: 3255.668213
	Iteration 24Q: 3 clusters Score -3310212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -3310228.500000 Penalty: 3255.668213
	Iteration 25Q: 3 clusters Score -3310228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -3310221.500000 Penalty: 3255.668213
	Iteration 26Q: 3 clusters Score -3310222 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -3310242.500000 Penalty: 3255.668213
	Iteration 27Q: 3 clusters Score -3310242 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -3310254.000000 Penalty: 3255.668213
	Iteration 28Q: 3 clusters Score -3310254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -3310251.500000 Penalty: 3255.668213
	Iteration 29Q: 3 clusters Score -3310252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -3310253.750000 Penalty: 3255.668213
	Iteration 30Q: 3 clusters Score -3310254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -3310258.500000 Penalty: 3255.668213
	Iteration 31Q: 3 clusters Score -3310258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -3310250.000000 Penalty: 3255.668213
	Iteration 32Q: 3 clusters Score -3310250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -3310260.500000 Penalty: 3255.668213
	Iteration 33Q: 3 clusters Score -3310260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -3310262.250000 Penalty: 3255.668213
	Iteration 34Q: 3 clusters Score -3310262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -3310271.000000 Penalty: 3255.668213
	Iteration 35Q: 3 clusters Score -3310271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -3310278.500000 Penalty: 3255.668213
	Iteration 36Q: 3 clusters Score -3310278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -3310278.750000 Penalty: 3255.668213
	Iteration 37Q: 3 clusters Score -3310279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -3310286.750000 Penalty: 3255.668213
	Iteration 38Q: 3 clusters Score -3310287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -3310284.500000 Penalty: 3255.668213
	Iteration 39Q: 3 clusters Score -3310284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -3310288.750000 Penalty: 3255.668213
	Iteration 40F: 3 clusters Score -3310289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -3310288.250000 Penalty: 3255.668213
	Iteration 41Q: 3 clusters Score -3310288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -3310284.000000 Penalty: 3255.668213
	Iteration 42Q: 3 clusters Score -3310284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -3310288.000000 Penalty: 3255.668213
	Iteration 43Q: 3 clusters Score -3310288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3310283.750000 Penalty: 3255.668213
	Iteration 44Q: 3 clusters Score -3310284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -3310282.000000 Penalty: 3255.668213
	Iteration 45Q: 3 clusters Score -3310282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -3310283.750000 Penalty: 3255.668213
	Iteration 46Q: 3 clusters Score -3310284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3310284.250000 Penalty: 3255.668213
	Iteration 47Q: 3 clusters Score -3310284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -3310283.000000 Penalty: 3255.668213
	Iteration 48Q: 3 clusters Score -3310283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -3310284.500000 Penalty: 3255.668213
	Iteration 49Q: 3 clusters Score -3310284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3310286.000000 Penalty: 3255.668213
	Iteration 50Q: 3 clusters Score -3310286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -3310284.500000 Penalty: 3255.668213
	Iteration 51Q: 3 clusters Score -3310284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -3310286.500000 Penalty: 3255.668213
	Iteration 52Q: 3 clusters Score -3310286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3310286.500000 Penalty: 3255.668213
	Iteration 53Q: 3 clusters Score -3310286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3310286.500000 Penalty: 3255.668213
	Iteration 54F: 3 clusters Score -3310286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 18328 members 
Mstep: Class 5 contains 56235 members 
Mstep: Class 6 contains 12446 members 
Mstep: Class 7 contains 3458 members 
Mstep: Class 8 contains 46986 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 3180 members 
Mstep: Class 11 contains 10479 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 40214 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 9766 members 
Mstep: Class 17 contains 59776 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26745 members 
Mstep: Class 22 contains 17921 members 
Mstep: Class 23 contains 17242 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Entering Unmasked Estep 
Score: -85590008.000000 Penalty: 77845.523438
Splitting cluster 1 changes total score from -85581216.000000 to -85590008.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 2 (15060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Entering Unmasked Estep 
Score: -1702291.250000 Penalty: 1563.217163
	Iteration 0F: 2 clusters Score -1702291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1691825.625000 Penalty: 3126.434326
	Iteration 0F: 3 clusters Score -1691826 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1695769.500000 Penalty: 3126.434326
	Iteration 1F: 3 clusters Score -1695770 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1696390.125000 Penalty: 3126.434326
	Iteration 2F: 3 clusters Score -1696390 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1697111.625000 Penalty: 3126.434326
	Iteration 3F: 3 clusters Score -1697112 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1697807.375000 Penalty: 3126.434326
	Iteration 4F: 3 clusters Score -1697807 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1698414.625000 Penalty: 3126.434326
	Iteration 5F: 3 clusters Score -1698415 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1698888.750000 Penalty: 3126.434326
	Iteration 6F: 3 clusters Score -1698889 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1699267.500000 Penalty: 3126.434326
	Iteration 7Q: 3 clusters Score -1699268 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1699590.750000 Penalty: 3126.434326
	Iteration 8Q: 3 clusters Score -1699591 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1699883.625000 Penalty: 3126.434326
	Iteration 9Q: 3 clusters Score -1699884 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1700162.375000 Penalty: 3126.434326
	Iteration 10Q: 3 clusters Score -1700162 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1700384.375000 Penalty: 3126.434326
	Iteration 11Q: 3 clusters Score -1700384 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1700549.375000 Penalty: 3126.434326
	Iteration 12Q: 3 clusters Score -1700549 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1700707.750000 Penalty: 3126.434326
	Iteration 13Q: 3 clusters Score -1700708 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1700865.875000 Penalty: 3126.434326
	Iteration 14Q: 3 clusters Score -1700866 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1700994.375000 Penalty: 3126.434326
	Iteration 15Q: 3 clusters Score -1700994 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1701112.625000 Penalty: 3126.434326
	Iteration 16Q: 3 clusters Score -1701113 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1701191.375000 Penalty: 3126.434326
	Iteration 17Q: 3 clusters Score -1701191 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1701231.000000 Penalty: 3126.434326
	Iteration 18Q: 3 clusters Score -1701231 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1701265.375000 Penalty: 3126.434326
	Iteration 19Q: 3 clusters Score -1701265 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1701279.625000 Penalty: 3126.434326
	Iteration 20F: 3 clusters Score -1701280 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1701284.500000 Penalty: 3126.434326
	Iteration 21Q: 3 clusters Score -1701284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1701292.625000 Penalty: 3126.434326
	Iteration 22Q: 3 clusters Score -1701293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1701297.625000 Penalty: 3126.434326
	Iteration 23Q: 3 clusters Score -1701298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1701298.250000 Penalty: 3126.434326
	Iteration 24Q: 3 clusters Score -1701298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1701296.375000 Penalty: 3126.434326
	Iteration 25Q: 3 clusters Score -1701296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1701302.750000 Penalty: 3126.434326
	Iteration 26Q: 3 clusters Score -1701303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1701303.125000 Penalty: 3126.434326
	Iteration 27Q: 3 clusters Score -1701303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1701301.500000 Penalty: 3126.434326
	Iteration 28Q: 3 clusters Score -1701302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1701301.875000 Penalty: 3126.434326
	Iteration 29Q: 3 clusters Score -1701302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1701299.250000 Penalty: 3126.434326
	Iteration 30Q: 3 clusters Score -1701299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1701304.625000 Penalty: 3126.434326
	Iteration 31Q: 3 clusters Score -1701305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1701305.125000 Penalty: 3126.434326
	Iteration 32Q: 3 clusters Score -1701305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1701304.625000 Penalty: 3126.434326
	Iteration 33Q: 3 clusters Score -1701305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1701311.250000 Penalty: 3126.434326
	Iteration 34Q: 3 clusters Score -1701311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1701309.750000 Penalty: 3126.434326
	Iteration 35Q: 3 clusters Score -1701310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1701310.500000 Penalty: 3126.434326
	Iteration 36Q: 3 clusters Score -1701310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1701313.875000 Penalty: 3126.434326
	Iteration 37Q: 3 clusters Score -1701314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1701318.875000 Penalty: 3126.434326
	Iteration 38Q: 3 clusters Score -1701319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1701319.750000 Penalty: 3126.434326
	Iteration 39Q: 3 clusters Score -1701320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1701318.375000 Penalty: 3126.434326
	Iteration 40F: 3 clusters Score -1701318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1701319.125000 Penalty: 3126.434326
	Iteration 41Q: 3 clusters Score -1701319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1701322.875000 Penalty: 3126.434326
	Iteration 42Q: 3 clusters Score -1701323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1701318.875000 Penalty: 3126.434326
	Iteration 43Q: 3 clusters Score -1701319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1701320.250000 Penalty: 3126.434326
	Iteration 44Q: 3 clusters Score -1701320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1701323.000000 Penalty: 3126.434326
	Iteration 45Q: 3 clusters Score -1701323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1701319.500000 Penalty: 3126.434326
	Iteration 46Q: 3 clusters Score -1701320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1701323.375000 Penalty: 3126.434326
	Iteration 47Q: 3 clusters Score -1701323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1701324.250000 Penalty: 3126.434326
	Iteration 48Q: 3 clusters Score -1701324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1701323.875000 Penalty: 3126.434326
	Iteration 49Q: 3 clusters Score -1701324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1701322.000000 Penalty: 3126.434326
	Iteration 50Q: 3 clusters Score -1701322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1701322.875000 Penalty: 3126.434326
	Iteration 51Q: 3 clusters Score -1701323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1701322.875000 Penalty: 3126.434326
	Iteration 52F: 3 clusters Score -1701323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -23661.828125 Penalty: 900.455322
	Iteration 0F: 2 clusters Score -23661.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22962.134766 Penalty: 1800.910645
	Iteration 0F: 3 clusters Score -22962.13 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23207.523438 Penalty: 1800.910645
	Iteration 1F: 3 clusters Score -23207.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23319.628906 Penalty: 1800.910645
	Iteration 2F: 3 clusters Score -23319.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23360.468750 Penalty: 1800.910645
	Iteration 3Q: 3 clusters Score -23360.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23381.572266 Penalty: 1800.910645
	Iteration 4Q: 3 clusters Score -23381.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23383.863281 Penalty: 1800.910645
	Iteration 5Q: 3 clusters Score -23383.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23391.285156 Penalty: 1800.910645
	Iteration 6Q: 3 clusters Score -23391.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23399.578125 Penalty: 1800.910645
	Iteration 7Q: 3 clusters Score -23399.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23401.244141 Penalty: 1800.910645
	Iteration 8Q: 3 clusters Score -23401.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23402.773438 Penalty: 1800.910645
	Iteration 9Q: 3 clusters Score -23402.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23402.773438 Penalty: 1800.910645
	Iteration 10F: 3 clusters Score -23402.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Entering Unmasked Estep 
Score: -2662168.500000 Penalty: 1595.130005
	Iteration 0F: 2 clusters Score -2662168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2649791.750000 Penalty: 3190.260010
	Iteration 0F: 3 clusters Score -2649792 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2654496.250000 Penalty: 3190.260010
	Iteration 1F: 3 clusters Score -2654496 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2655800.500000 Penalty: 3190.260010
	Iteration 2F: 3 clusters Score -2655800 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2658487.250000 Penalty: 3190.260010
	Iteration 3F: 3 clusters Score -2658487 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2661624.250000 Penalty: 3190.260010
	Iteration 4F: 3 clusters Score -2661624 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2663496.000000 Penalty: 3190.260010
	Iteration 5F: 3 clusters Score -2663496 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2664256.250000 Penalty: 3190.260010
	Iteration 6F: 3 clusters Score -2664256 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2664585.000000 Penalty: 3190.260010
	Iteration 7Q: 3 clusters Score -2664585 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2664775.000000 Penalty: 3190.260010
	Iteration 8Q: 3 clusters Score -2664775 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2664952.250000 Penalty: 3190.260010
	Iteration 9Q: 3 clusters Score -2664952 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2665100.750000 Penalty: 3190.260010
	Iteration 10Q: 3 clusters Score -2665101 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2665230.500000 Penalty: 3190.260010
	Iteration 11Q: 3 clusters Score -2665230 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2665350.250000 Penalty: 3190.260010
	Iteration 12Q: 3 clusters Score -2665350 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2665458.500000 Penalty: 3190.260010
	Iteration 13Q: 3 clusters Score -2665458 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2665597.500000 Penalty: 3190.260010
	Iteration 14Q: 3 clusters Score -2665598 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2665732.500000 Penalty: 3190.260010
	Iteration 15Q: 3 clusters Score -2665732 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2665835.500000 Penalty: 3190.260010
	Iteration 16Q: 3 clusters Score -2665836 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2665928.250000 Penalty: 3190.260010
	Iteration 17Q: 3 clusters Score -2665928 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2665996.750000 Penalty: 3190.260010
	Iteration 18Q: 3 clusters Score -2665997 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2666053.250000 Penalty: 3190.260010
	Iteration 19Q: 3 clusters Score -2666053 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2666098.250000 Penalty: 3190.260010
	Iteration 20F: 3 clusters Score -2666098 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2666143.000000 Penalty: 3190.260010
	Iteration 21Q: 3 clusters Score -2666143 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2666158.500000 Penalty: 3190.260010
	Iteration 22Q: 3 clusters Score -2666158 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2666168.000000 Penalty: 3190.260010
	Iteration 23Q: 3 clusters Score -2666168 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2666178.500000 Penalty: 3190.260010
	Iteration 24Q: 3 clusters Score -2666178 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2666179.750000 Penalty: 3190.260010
	Iteration 25Q: 3 clusters Score -2666180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2666198.000000 Penalty: 3190.260010
	Iteration 26Q: 3 clusters Score -2666198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2666201.750000 Penalty: 3190.260010
	Iteration 27Q: 3 clusters Score -2666202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2666207.000000 Penalty: 3190.260010
	Iteration 28Q: 3 clusters Score -2666207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2666215.250000 Penalty: 3190.260010
	Iteration 29Q: 3 clusters Score -2666215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2666207.500000 Penalty: 3190.260010
	Iteration 30Q: 3 clusters Score -2666208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2666208.750000 Penalty: 3190.260010
	Iteration 31Q: 3 clusters Score -2666209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2666208.000000 Penalty: 3190.260010
	Iteration 32Q: 3 clusters Score -2666208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2666207.500000 Penalty: 3190.260010
	Iteration 33Q: 3 clusters Score -2666208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2666208.250000 Penalty: 3190.260010
	Iteration 34Q: 3 clusters Score -2666208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2666210.500000 Penalty: 3190.260010
	Iteration 35Q: 3 clusters Score -2666210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2666211.500000 Penalty: 3190.260010
	Iteration 36Q: 3 clusters Score -2666212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2666212.000000 Penalty: 3190.260010
	Iteration 37Q: 3 clusters Score -2666212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2666210.750000 Penalty: 3190.260010
	Iteration 38Q: 3 clusters Score -2666211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2666211.500000 Penalty: 3190.260010
	Iteration 39Q: 3 clusters Score -2666212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2666212.750000 Penalty: 3190.260010
	Iteration 40F: 3 clusters Score -2666213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2666216.500000 Penalty: 3190.260010
	Iteration 41Q: 3 clusters Score -2666216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2666213.000000 Penalty: 3190.260010
	Iteration 42Q: 3 clusters Score -2666213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2666213.000000 Penalty: 3190.260010
	Iteration 43F: 3 clusters Score -2666213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 56235 members 
Mstep: Class 6 contains 12446 members 
Mstep: Class 7 contains 3458 members 
Mstep: Class 8 contains 46986 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 3180 members 
Mstep: Class 11 contains 10479 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 40214 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 9766 members 
Mstep: Class 17 contains 59776 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26745 members 
Mstep: Class 22 contains 17921 members 
Mstep: Class 23 contains 17242 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Entering Unmasked Estep 
Score: -85594056.000000 Penalty: 80007.906250
Splitting cluster 4 changes total score from -85581216.000000 to -85594056.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 5 (56235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56235 members 
Entering Unmasked Estep 
Score: -8480628.000000 Penalty: 1777.310425
	Iteration 0F: 2 clusters Score -8480628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -8472401.000000 Penalty: 3554.620850
	Iteration 0F: 3 clusters Score -8472401 nChanged 26737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -8487398.000000 Penalty: 3554.620850
	Iteration 1F: 3 clusters Score -8487398 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -8488179.000000 Penalty: 3554.620850
	Iteration 2F: 3 clusters Score -8488179 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -8489357.000000 Penalty: 3554.620850
	Iteration 3F: 3 clusters Score -8489357 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -8490975.000000 Penalty: 3554.620850
	Iteration 4F: 3 clusters Score -8490975 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -8493073.000000 Penalty: 3554.620850
	Iteration 5F: 3 clusters Score -8493073 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -8495262.000000 Penalty: 3554.620850
	Iteration 6F: 3 clusters Score -8495262 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -8496393.000000 Penalty: 3554.620850
	Iteration 7F: 3 clusters Score -8496393 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -8496766.000000 Penalty: 3554.620850
	Iteration 8Q: 3 clusters Score -8496766 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -8496892.000000 Penalty: 3554.620850
	Iteration 9Q: 3 clusters Score -8496892 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -8497009.000000 Penalty: 3554.620850
	Iteration 10Q: 3 clusters Score -8497009 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -8497100.000000 Penalty: 3554.620850
	Iteration 11Q: 3 clusters Score -8497100 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -8497285.000000 Penalty: 3554.620850
	Iteration 12Q: 3 clusters Score -8497285 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -8497516.000000 Penalty: 3554.620850
	Iteration 13Q: 3 clusters Score -8497516 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -8497776.000000 Penalty: 3554.620850
	Iteration 14Q: 3 clusters Score -8497776 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -8498088.000000 Penalty: 3554.620850
	Iteration 15Q: 3 clusters Score -8498088 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -8498461.000000 Penalty: 3554.620850
	Iteration 16Q: 3 clusters Score -8498461 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -8498782.000000 Penalty: 3554.620850
	Iteration 17Q: 3 clusters Score -8498782 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -8499042.000000 Penalty: 3554.620850
	Iteration 18Q: 3 clusters Score -8499042 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -8499343.000000 Penalty: 3554.620850
	Iteration 19Q: 3 clusters Score -8499343 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -8499705.000000 Penalty: 3554.620850
	Iteration 20F: 3 clusters Score -8499705 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -8500061.000000 Penalty: 3554.620850
	Iteration 21Q: 3 clusters Score -8500061 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -8500454.000000 Penalty: 3554.620850
	Iteration 22Q: 3 clusters Score -8500454 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -8500806.000000 Penalty: 3554.620850
	Iteration 23Q: 3 clusters Score -8500806 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -8501159.000000 Penalty: 3554.620850
	Iteration 24Q: 3 clusters Score -8501159 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -8501530.000000 Penalty: 3554.620850
	Iteration 25Q: 3 clusters Score -8501530 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -8502053.000000 Penalty: 3554.620850
	Iteration 26Q: 3 clusters Score -8502053 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -8502529.000000 Penalty: 3554.620850
	Iteration 27Q: 3 clusters Score -8502529 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -8502947.000000 Penalty: 3554.620850
	Iteration 28Q: 3 clusters Score -8502947 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -8503358.000000 Penalty: 3554.620850
	Iteration 29Q: 3 clusters Score -8503358 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -8503806.000000 Penalty: 3554.620850
	Iteration 30Q: 3 clusters Score -8503806 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -8504256.000000 Penalty: 3554.620850
	Iteration 31Q: 3 clusters Score -8504256 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -8504737.000000 Penalty: 3554.620850
	Iteration 32Q: 3 clusters Score -8504737 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -8505234.000000 Penalty: 3554.620850
	Iteration 33Q: 3 clusters Score -8505234 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -8505766.000000 Penalty: 3554.620850
	Iteration 34Q: 3 clusters Score -8505766 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -8506201.000000 Penalty: 3554.620850
	Iteration 35Q: 3 clusters Score -8506201 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -8506574.000000 Penalty: 3554.620850
	Iteration 36Q: 3 clusters Score -8506574 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -8506871.000000 Penalty: 3554.620850
	Iteration 37Q: 3 clusters Score -8506871 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -8507062.000000 Penalty: 3554.620850
	Iteration 38Q: 3 clusters Score -8507062 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -8507324.000000 Penalty: 3554.620850
	Iteration 39Q: 3 clusters Score -8507324 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -8507601.000000 Penalty: 3554.620850
	Iteration 40F: 3 clusters Score -8507601 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -8507846.000000 Penalty: 3554.620850
	Iteration 41Q: 3 clusters Score -8507846 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -8508037.000000 Penalty: 3554.620850
	Iteration 42Q: 3 clusters Score -8508037 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -8508234.000000 Penalty: 3554.620850
	Iteration 43Q: 3 clusters Score -8508234 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -8508378.000000 Penalty: 3554.620850
	Iteration 44Q: 3 clusters Score -8508378 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -8508566.000000 Penalty: 3554.620850
	Iteration 45Q: 3 clusters Score -8508566 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -8508688.000000 Penalty: 3554.620850
	Iteration 46Q: 3 clusters Score -8508688 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -8508834.000000 Penalty: 3554.620850
	Iteration 47Q: 3 clusters Score -8508834 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -8508934.000000 Penalty: 3554.620850
	Iteration 48Q: 3 clusters Score -8508934 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -8509023.000000 Penalty: 3554.620850
	Iteration 49Q: 3 clusters Score -8509023 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -8509049.000000 Penalty: 3554.620850
	Iteration 50Q: 3 clusters Score -8509049 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -8509096.000000 Penalty: 3554.620850
	Iteration 51Q: 3 clusters Score -8509096 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -8509123.000000 Penalty: 3554.620850
	Iteration 52Q: 3 clusters Score -8509123 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -8509157.000000 Penalty: 3554.620850
	Iteration 53Q: 3 clusters Score -8509157 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -8509192.000000 Penalty: 3554.620850
	Iteration 54Q: 3 clusters Score -8509192 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -8509195.000000 Penalty: 3554.620850
	Iteration 55Q: 3 clusters Score -8509195 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -8509228.000000 Penalty: 3554.620850
	Iteration 56Q: 3 clusters Score -8509228 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -8509243.000000 Penalty: 3554.620850
	Iteration 57Q: 3 clusters Score -8509243 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -8509293.000000 Penalty: 3554.620850
	Iteration 58Q: 3 clusters Score -8509293 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -8509313.000000 Penalty: 3554.620850
	Iteration 59Q: 3 clusters Score -8509313 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -8509294.000000 Penalty: 3554.620850
	Iteration 60F: 3 clusters Score -8509294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -8509294.000000 Penalty: 3554.620850
	Iteration 61Q: 3 clusters Score -8509294 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -8509305.000000 Penalty: 3554.620850
	Iteration 62Q: 3 clusters Score -8509305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -8509313.000000 Penalty: 3554.620850
	Iteration 63Q: 3 clusters Score -8509313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -8509320.000000 Penalty: 3554.620850
	Iteration 64Q: 3 clusters Score -8509320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -8509329.000000 Penalty: 3554.620850
	Iteration 65Q: 3 clusters Score -8509329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -8509329.000000 Penalty: 3554.620850
	Iteration 66Q: 3 clusters Score -8509329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -8509337.000000 Penalty: 3554.620850
	Iteration 67Q: 3 clusters Score -8509337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -8509344.000000 Penalty: 3554.620850
	Iteration 68Q: 3 clusters Score -8509344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -8509337.000000 Penalty: 3554.620850
	Iteration 69Q: 3 clusters Score -8509337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -8509328.000000 Penalty: 3554.620850
	Iteration 70Q: 3 clusters Score -8509328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -8509327.000000 Penalty: 3554.620850
	Iteration 71Q: 3 clusters Score -8509327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -8509327.000000 Penalty: 3554.620850
	Iteration 72Q: 3 clusters Score -8509327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -8509328.000000 Penalty: 3554.620850
	Iteration 73Q: 3 clusters Score -8509328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -8509324.000000 Penalty: 3554.620850
	Iteration 74Q: 3 clusters Score -8509324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -8509321.000000 Penalty: 3554.620850
	Iteration 75Q: 3 clusters Score -8509321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -8509322.000000 Penalty: 3554.620850
	Iteration 76Q: 3 clusters Score -8509322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -8509321.000000 Penalty: 3554.620850
	Iteration 77Q: 3 clusters Score -8509321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -8509310.000000 Penalty: 3554.620850
	Iteration 78Q: 3 clusters Score -8509310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -8509313.000000 Penalty: 3554.620850
	Iteration 79Q: 3 clusters Score -8509313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -8509312.000000 Penalty: 3554.620850
	Iteration 80F: 3 clusters Score -8509312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 12446 members 
Mstep: Class 7 contains 3458 members 
Mstep: Class 8 contains 46986 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 3180 members 
Mstep: Class 11 contains 10479 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 40214 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 9766 members 
Mstep: Class 17 contains 59776 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26745 members 
Mstep: Class 22 contains 17921 members 
Mstep: Class 23 contains 17242 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Entering Unmasked Estep 
Score: -85621520.000000 Penalty: 82170.281250
Splitting cluster 5 changes total score from -85581216.000000 to -85621520.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 6 (12446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Entering Unmasked Estep 
Score: -1736992.125000 Penalty: 1532.237549
	Iteration 0F: 2 clusters Score -1736992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1728309.625000 Penalty: 3064.475098
	Iteration 0F: 3 clusters Score -1728310 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1731703.250000 Penalty: 3064.475098
	Iteration 1F: 3 clusters Score -1731703 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1732933.250000 Penalty: 3064.475098
	Iteration 2F: 3 clusters Score -1732933 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1734738.625000 Penalty: 3064.475098
	Iteration 3F: 3 clusters Score -1734739 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1736693.750000 Penalty: 3064.475098
	Iteration 4F: 3 clusters Score -1736694 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1738205.250000 Penalty: 3064.475098
	Iteration 5F: 3 clusters Score -1738205 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1738952.500000 Penalty: 3064.475098
	Iteration 6F: 3 clusters Score -1738952 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1739226.250000 Penalty: 3064.475098
	Iteration 7Q: 3 clusters Score -1739226 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1739355.250000 Penalty: 3064.475098
	Iteration 8Q: 3 clusters Score -1739355 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1739458.125000 Penalty: 3064.475098
	Iteration 9Q: 3 clusters Score -1739458 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1739529.500000 Penalty: 3064.475098
	Iteration 10Q: 3 clusters Score -1739530 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1739595.750000 Penalty: 3064.475098
	Iteration 11Q: 3 clusters Score -1739596 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1739674.750000 Penalty: 3064.475098
	Iteration 12Q: 3 clusters Score -1739675 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1739801.250000 Penalty: 3064.475098
	Iteration 13Q: 3 clusters Score -1739801 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1739932.625000 Penalty: 3064.475098
	Iteration 14Q: 3 clusters Score -1739933 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1740074.875000 Penalty: 3064.475098
	Iteration 15Q: 3 clusters Score -1740075 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1740255.875000 Penalty: 3064.475098
	Iteration 16Q: 3 clusters Score -1740256 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1740484.875000 Penalty: 3064.475098
	Iteration 17Q: 3 clusters Score -1740485 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1740741.625000 Penalty: 3064.475098
	Iteration 18Q: 3 clusters Score -1740742 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1741022.250000 Penalty: 3064.475098
	Iteration 19Q: 3 clusters Score -1741022 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1741319.500000 Penalty: 3064.475098
	Iteration 20F: 3 clusters Score -1741320 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1741550.875000 Penalty: 3064.475098
	Iteration 21Q: 3 clusters Score -1741551 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1741724.500000 Penalty: 3064.475098
	Iteration 22Q: 3 clusters Score -1741724 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1741805.750000 Penalty: 3064.475098
	Iteration 23Q: 3 clusters Score -1741806 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1741849.125000 Penalty: 3064.475098
	Iteration 24Q: 3 clusters Score -1741849 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1741869.250000 Penalty: 3064.475098
	Iteration 25Q: 3 clusters Score -1741869 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1741887.375000 Penalty: 3064.475098
	Iteration 26Q: 3 clusters Score -1741887 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1741888.375000 Penalty: 3064.475098
	Iteration 27Q: 3 clusters Score -1741888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1741893.000000 Penalty: 3064.475098
	Iteration 28Q: 3 clusters Score -1741893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1741897.375000 Penalty: 3064.475098
	Iteration 29Q: 3 clusters Score -1741897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1741902.625000 Penalty: 3064.475098
	Iteration 30Q: 3 clusters Score -1741903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1741902.625000 Penalty: 3064.475098
	Iteration 31Q: 3 clusters Score -1741903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1741899.500000 Penalty: 3064.475098
	Iteration 32Q: 3 clusters Score -1741900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1741900.375000 Penalty: 3064.475098
	Iteration 33Q: 3 clusters Score -1741900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1741901.500000 Penalty: 3064.475098
	Iteration 34Q: 3 clusters Score -1741902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1741901.875000 Penalty: 3064.475098
	Iteration 35Q: 3 clusters Score -1741902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1741903.000000 Penalty: 3064.475098
	Iteration 36Q: 3 clusters Score -1741903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1741905.625000 Penalty: 3064.475098
	Iteration 37Q: 3 clusters Score -1741906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1741904.500000 Penalty: 3064.475098
	Iteration 38Q: 3 clusters Score -1741904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1741904.500000 Penalty: 3064.475098
	Iteration 39F: 3 clusters Score -1741904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 3458 members 
Mstep: Class 8 contains 46986 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 3180 members 
Mstep: Class 11 contains 10479 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 40214 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 9766 members 
Mstep: Class 17 contains 59776 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26745 members 
Mstep: Class 22 contains 17921 members 
Mstep: Class 23 contains 17242 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Entering Unmasked Estep 
Score: -85626048.000000 Penalty: 84332.656250
Splitting cluster 6 changes total score from -85581216.000000 to -85626048.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 7 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -498620.593750 Penalty: 1324.122437
	Iteration 0F: 2 clusters Score -498620.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -495830.968750 Penalty: 2648.244873
	Iteration 0F: 3 clusters Score -495831 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -497633.531250 Penalty: 2648.244873
	Iteration 1F: 3 clusters Score -497633.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -498608.031250 Penalty: 2648.244873
	Iteration 2F: 3 clusters Score -498608 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -499197.625000 Penalty: 2648.244873
	Iteration 3F: 3 clusters Score -499197.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -499381.718750 Penalty: 2648.244873
	Iteration 4F: 3 clusters Score -499381.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -499439.062500 Penalty: 2648.244873
	Iteration 5Q: 3 clusters Score -499439.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -499455.625000 Penalty: 2648.244873
	Iteration 6Q: 3 clusters Score -499455.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -499463.062500 Penalty: 2648.244873
	Iteration 7Q: 3 clusters Score -499463.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -499466.781250 Penalty: 2648.244873
	Iteration 8Q: 3 clusters Score -499466.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -499466.875000 Penalty: 2648.244873
	Iteration 9Q: 3 clusters Score -499466.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -499467.781250 Penalty: 2648.244873
	Iteration 10Q: 3 clusters Score -499467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -499468.875000 Penalty: 2648.244873
	Iteration 11Q: 3 clusters Score -499468.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -499468.875000 Penalty: 2648.244873
	Iteration 12F: 3 clusters Score -499468.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 46986 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 3180 members 
Mstep: Class 11 contains 10479 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 40214 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 9766 members 
Mstep: Class 17 contains 59776 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26745 members 
Mstep: Class 22 contains 17921 members 
Mstep: Class 23 contains 17242 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Entering Unmasked Estep 
Score: -85626064.000000 Penalty: 86495.031250
Splitting cluster 7 changes total score from -85581216.000000 to -85626064.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 8 (46986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Entering Unmasked Estep 
Score: -7112888.500000 Penalty: 1748.110718
	Iteration 0F: 2 clusters Score -7112888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -7104761.000000 Penalty: 3496.221436
	Iteration 0F: 3 clusters Score -7104761 nChanged 22047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -7117550.500000 Penalty: 3496.221436
	Iteration 1F: 3 clusters Score -7117550 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -7118733.000000 Penalty: 3496.221436
	Iteration 2F: 3 clusters Score -7118733 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -7120519.000000 Penalty: 3496.221436
	Iteration 3F: 3 clusters Score -7120519 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -7122727.500000 Penalty: 3496.221436
	Iteration 4F: 3 clusters Score -7122728 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -7124662.500000 Penalty: 3496.221436
	Iteration 5F: 3 clusters Score -7124662 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -7126206.500000 Penalty: 3496.221436
	Iteration 6F: 3 clusters Score -7126206 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -7127293.500000 Penalty: 3496.221436
	Iteration 7F: 3 clusters Score -7127294 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -7127726.000000 Penalty: 3496.221436
	Iteration 8Q: 3 clusters Score -7127726 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -7127787.000000 Penalty: 3496.221436
	Iteration 9Q: 3 clusters Score -7127787 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -7127792.000000 Penalty: 3496.221436
	Iteration 10Q: 3 clusters Score -7127792 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -7127683.500000 Penalty: 3496.221436
	Iteration 11Q: 3 clusters Score -7127684 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -7127533.000000 Penalty: 3496.221436
	Iteration 12Q: 3 clusters Score -7127533 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -7127494.500000 Penalty: 3496.221436
	Iteration 13Q: 3 clusters Score -7127494 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -7127467.500000 Penalty: 3496.221436
	Iteration 14Q: 3 clusters Score -7127468 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -7127431.000000 Penalty: 3496.221436
	Iteration 15Q: 3 clusters Score -7127431 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -7127405.000000 Penalty: 3496.221436
	Iteration 16Q: 3 clusters Score -7127405 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -7127401.500000 Penalty: 3496.221436
	Iteration 17Q: 3 clusters Score -7127402 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -7127370.500000 Penalty: 3496.221436
	Iteration 18Q: 3 clusters Score -7127370 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -7127300.000000 Penalty: 3496.221436
	Iteration 19Q: 3 clusters Score -7127300 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -7127245.000000 Penalty: 3496.221436
	Iteration 20F: 3 clusters Score -7127245 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -7127318.500000 Penalty: 3496.221436
	Iteration 21Q: 3 clusters Score -7127318 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -7127424.000000 Penalty: 3496.221436
	Iteration 22Q: 3 clusters Score -7127424 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -7127511.000000 Penalty: 3496.221436
	Iteration 23Q: 3 clusters Score -7127511 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -7127589.500000 Penalty: 3496.221436
	Iteration 24Q: 3 clusters Score -7127590 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -7127623.000000 Penalty: 3496.221436
	Iteration 25Q: 3 clusters Score -7127623 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -7127772.000000 Penalty: 3496.221436
	Iteration 26Q: 3 clusters Score -7127772 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -7127898.500000 Penalty: 3496.221436
	Iteration 27Q: 3 clusters Score -7127898 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -7128001.500000 Penalty: 3496.221436
	Iteration 28Q: 3 clusters Score -7128002 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -7128049.000000 Penalty: 3496.221436
	Iteration 29Q: 3 clusters Score -7128049 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -7128107.500000 Penalty: 3496.221436
	Iteration 30Q: 3 clusters Score -7128108 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -7128035.000000 Penalty: 3496.221436
	Iteration 31Q: 3 clusters Score -7128035 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -7128005.000000 Penalty: 3496.221436
	Iteration 32Q: 3 clusters Score -7128005 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -7127933.500000 Penalty: 3496.221436
	Iteration 33Q: 3 clusters Score -7127934 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -7127818.000000 Penalty: 3496.221436
	Iteration 34Q: 3 clusters Score -7127818 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -7127754.500000 Penalty: 3496.221436
	Iteration 35Q: 3 clusters Score -7127754 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -7127642.500000 Penalty: 3496.221436
	Iteration 36Q: 3 clusters Score -7127642 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -7127545.500000 Penalty: 3496.221436
	Iteration 37Q: 3 clusters Score -7127546 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -7127510.500000 Penalty: 3496.221436
	Iteration 38Q: 3 clusters Score -7127510 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -7127484.500000 Penalty: 3496.221436
	Iteration 39Q: 3 clusters Score -7127484 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -7127434.500000 Penalty: 3496.221436
	Iteration 40F: 3 clusters Score -7127434 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -7127412.500000 Penalty: 3496.221436
	Iteration 41Q: 3 clusters Score -7127412 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -7127486.000000 Penalty: 3496.221436
	Iteration 42Q: 3 clusters Score -7127486 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -7127523.000000 Penalty: 3496.221436
	Iteration 43Q: 3 clusters Score -7127523 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -7127565.000000 Penalty: 3496.221436
	Iteration 44Q: 3 clusters Score -7127565 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -7127592.500000 Penalty: 3496.221436
	Iteration 45Q: 3 clusters Score -7127592 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -7127643.000000 Penalty: 3496.221436
	Iteration 46Q: 3 clusters Score -7127643 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -7127699.000000 Penalty: 3496.221436
	Iteration 47Q: 3 clusters Score -7127699 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -7127724.500000 Penalty: 3496.221436
	Iteration 48Q: 3 clusters Score -7127724 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -7127719.000000 Penalty: 3496.221436
	Iteration 49Q: 3 clusters Score -7127719 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -7127735.000000 Penalty: 3496.221436
	Iteration 50Q: 3 clusters Score -7127735 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -7127727.500000 Penalty: 3496.221436
	Iteration 51Q: 3 clusters Score -7127728 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -7127726.500000 Penalty: 3496.221436
	Iteration 52Q: 3 clusters Score -7127726 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -7127744.500000 Penalty: 3496.221436
	Iteration 53Q: 3 clusters Score -7127744 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -7127757.500000 Penalty: 3496.221436
	Iteration 54Q: 3 clusters Score -7127758 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -7127772.500000 Penalty: 3496.221436
	Iteration 55Q: 3 clusters Score -7127772 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -7127816.500000 Penalty: 3496.221436
	Iteration 56Q: 3 clusters Score -7127816 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -7127808.000000 Penalty: 3496.221436
	Iteration 57Q: 3 clusters Score -7127808 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -7127791.500000 Penalty: 3496.221436
	Iteration 58Q: 3 clusters Score -7127792 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -7127791.000000 Penalty: 3496.221436
	Iteration 59Q: 3 clusters Score -7127791 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -7127772.500000 Penalty: 3496.221436
	Iteration 60F: 3 clusters Score -7127772 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -7127769.000000 Penalty: 3496.221436
	Iteration 61Q: 3 clusters Score -7127769 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -7127758.500000 Penalty: 3496.221436
	Iteration 62Q: 3 clusters Score -7127758 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -7127780.000000 Penalty: 3496.221436
	Iteration 63Q: 3 clusters Score -7127780 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -7127770.500000 Penalty: 3496.221436
	Iteration 64Q: 3 clusters Score -7127770 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -7127748.000000 Penalty: 3496.221436
	Iteration 65Q: 3 clusters Score -7127748 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -7127745.000000 Penalty: 3496.221436
	Iteration 66Q: 3 clusters Score -7127745 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -7127744.000000 Penalty: 3496.221436
	Iteration 67Q: 3 clusters Score -7127744 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -7127741.000000 Penalty: 3496.221436
	Iteration 68Q: 3 clusters Score -7127741 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -7127728.500000 Penalty: 3496.221436
	Iteration 69Q: 3 clusters Score -7127728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -7127742.500000 Penalty: 3496.221436
	Iteration 70Q: 3 clusters Score -7127742 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -7127747.000000 Penalty: 3496.221436
	Iteration 71Q: 3 clusters Score -7127747 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -7127740.000000 Penalty: 3496.221436
	Iteration 72Q: 3 clusters Score -7127740 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -7127749.500000 Penalty: 3496.221436
	Iteration 73Q: 3 clusters Score -7127750 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -7127736.000000 Penalty: 3496.221436
	Iteration 74Q: 3 clusters Score -7127736 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -7127745.000000 Penalty: 3496.221436
	Iteration 75Q: 3 clusters Score -7127745 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -7127751.500000 Penalty: 3496.221436
	Iteration 76Q: 3 clusters Score -7127752 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -7127760.000000 Penalty: 3496.221436
	Iteration 77Q: 3 clusters Score -7127760 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -7127783.000000 Penalty: 3496.221436
	Iteration 78Q: 3 clusters Score -7127783 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -7127784.500000 Penalty: 3496.221436
	Iteration 79Q: 3 clusters Score -7127784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -7127798.000000 Penalty: 3496.221436
	Iteration 80F: 3 clusters Score -7127798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -7127802.500000 Penalty: 3496.221436
	Iteration 81Q: 3 clusters Score -7127802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -7127801.500000 Penalty: 3496.221436
	Iteration 82Q: 3 clusters Score -7127802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -7127815.000000 Penalty: 3496.221436
	Iteration 83Q: 3 clusters Score -7127815 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -7127823.500000 Penalty: 3496.221436
	Iteration 84Q: 3 clusters Score -7127824 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -7127836.500000 Penalty: 3496.221436
	Iteration 85Q: 3 clusters Score -7127836 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -7127855.500000 Penalty: 3496.221436
	Iteration 86Q: 3 clusters Score -7127856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -7127848.500000 Penalty: 3496.221436
	Iteration 87Q: 3 clusters Score -7127848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -7127853.000000 Penalty: 3496.221436
	Iteration 88Q: 3 clusters Score -7127853 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -7127847.500000 Penalty: 3496.221436
	Iteration 89Q: 3 clusters Score -7127848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -7127841.000000 Penalty: 3496.221436
	Iteration 90Q: 3 clusters Score -7127841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -7127848.000000 Penalty: 3496.221436
	Iteration 91Q: 3 clusters Score -7127848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -7127845.000000 Penalty: 3496.221436
	Iteration 92Q: 3 clusters Score -7127845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -7127838.500000 Penalty: 3496.221436
	Iteration 93Q: 3 clusters Score -7127838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -7127841.500000 Penalty: 3496.221436
	Iteration 94Q: 3 clusters Score -7127842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -7127840.000000 Penalty: 3496.221436
	Iteration 95Q: 3 clusters Score -7127840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -7127846.000000 Penalty: 3496.221436
	Iteration 96Q: 3 clusters Score -7127846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -7127857.000000 Penalty: 3496.221436
	Iteration 97Q: 3 clusters Score -7127857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -7127851.000000 Penalty: 3496.221436
	Iteration 98Q: 3 clusters Score -7127851 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -7127843.000000 Penalty: 3496.221436
	Iteration 99Q: 3 clusters Score -7127843 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -7127841.000000 Penalty: 3496.221436
	Iteration 100F: 3 clusters Score -7127841 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -7127832.000000 Penalty: 3496.221436
	Iteration 101Q: 3 clusters Score -7127832 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -7127840.000000 Penalty: 3496.221436
	Iteration 102Q: 3 clusters Score -7127840 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -7127847.000000 Penalty: 3496.221436
	Iteration 103Q: 3 clusters Score -7127847 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -7127855.000000 Penalty: 3496.221436
	Iteration 104Q: 3 clusters Score -7127855 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -7127870.500000 Penalty: 3496.221436
	Iteration 105Q: 3 clusters Score -7127870 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -7127880.000000 Penalty: 3496.221436
	Iteration 106Q: 3 clusters Score -7127880 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -7127888.000000 Penalty: 3496.221436
	Iteration 107Q: 3 clusters Score -7127888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -7127898.000000 Penalty: 3496.221436
	Iteration 108Q: 3 clusters Score -7127898 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -7127886.000000 Penalty: 3496.221436
	Iteration 109Q: 3 clusters Score -7127886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -7127896.500000 Penalty: 3496.221436
	Iteration 110Q: 3 clusters Score -7127896 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -7127884.000000 Penalty: 3496.221436
	Iteration 111Q: 3 clusters Score -7127884 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -7127894.500000 Penalty: 3496.221436
	Iteration 112Q: 3 clusters Score -7127894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -7127873.000000 Penalty: 3496.221436
	Iteration 113Q: 3 clusters Score -7127873 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -7127860.500000 Penalty: 3496.221436
	Iteration 114Q: 3 clusters Score -7127860 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -7127873.000000 Penalty: 3496.221436
	Iteration 115Q: 3 clusters Score -7127873 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -7127866.500000 Penalty: 3496.221436
	Iteration 116Q: 3 clusters Score -7127866 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -7127872.500000 Penalty: 3496.221436
	Iteration 117Q: 3 clusters Score -7127872 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -7127873.500000 Penalty: 3496.221436
	Iteration 118Q: 3 clusters Score -7127874 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -7127880.500000 Penalty: 3496.221436
	Iteration 119Q: 3 clusters Score -7127880 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -7127878.500000 Penalty: 3496.221436
	Iteration 120F: 3 clusters Score -7127878 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -7127860.500000 Penalty: 3496.221436
	Iteration 121Q: 3 clusters Score -7127860 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -7127852.500000 Penalty: 3496.221436
	Iteration 122Q: 3 clusters Score -7127852 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -7127848.500000 Penalty: 3496.221436
	Iteration 123Q: 3 clusters Score -7127848 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -7127856.000000 Penalty: 3496.221436
	Iteration 124Q: 3 clusters Score -7127856 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -7127826.500000 Penalty: 3496.221436
	Iteration 125Q: 3 clusters Score -7127826 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -7127808.500000 Penalty: 3496.221436
	Iteration 126Q: 3 clusters Score -7127808 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -7127807.000000 Penalty: 3496.221436
	Iteration 127Q: 3 clusters Score -7127807 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -7127773.000000 Penalty: 3496.221436
	Iteration 128Q: 3 clusters Score -7127773 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -7127753.500000 Penalty: 3496.221436
	Iteration 129Q: 3 clusters Score -7127754 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -7127729.500000 Penalty: 3496.221436
	Iteration 130Q: 3 clusters Score -7127730 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -7127713.500000 Penalty: 3496.221436
	Iteration 131Q: 3 clusters Score -7127714 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -7127716.000000 Penalty: 3496.221436
	Iteration 132Q: 3 clusters Score -7127716 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -7127740.000000 Penalty: 3496.221436
	Iteration 133Q: 3 clusters Score -7127740 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -7127725.500000 Penalty: 3496.221436
	Iteration 134Q: 3 clusters Score -7127726 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -7127719.000000 Penalty: 3496.221436
	Iteration 135Q: 3 clusters Score -7127719 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -7127717.500000 Penalty: 3496.221436
	Iteration 136Q: 3 clusters Score -7127718 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -7127706.500000 Penalty: 3496.221436
	Iteration 137Q: 3 clusters Score -7127706 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -7127730.500000 Penalty: 3496.221436
	Iteration 138Q: 3 clusters Score -7127730 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -7127763.500000 Penalty: 3496.221436
	Iteration 139Q: 3 clusters Score -7127764 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -7127835.000000 Penalty: 3496.221436
	Iteration 140F: 3 clusters Score -7127835 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -7127920.000000 Penalty: 3496.221436
	Iteration 141Q: 3 clusters Score -7127920 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -7128072.500000 Penalty: 3496.221436
	Iteration 142Q: 3 clusters Score -7128072 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -7128243.000000 Penalty: 3496.221436
	Iteration 143Q: 3 clusters Score -7128243 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -7128393.500000 Penalty: 3496.221436
	Iteration 144Q: 3 clusters Score -7128394 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -7128638.500000 Penalty: 3496.221436
	Iteration 145Q: 3 clusters Score -7128638 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -7128958.500000 Penalty: 3496.221436
	Iteration 146Q: 3 clusters Score -7128958 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -7129274.500000 Penalty: 3496.221436
	Iteration 147Q: 3 clusters Score -7129274 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -7129622.500000 Penalty: 3496.221436
	Iteration 148Q: 3 clusters Score -7129622 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -7129887.000000 Penalty: 3496.221436
	Iteration 149Q: 3 clusters Score -7129887 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -7130134.000000 Penalty: 3496.221436
	Iteration 150Q: 3 clusters Score -7130134 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -7130306.000000 Penalty: 3496.221436
	Iteration 151Q: 3 clusters Score -7130306 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -7130514.500000 Penalty: 3496.221436
	Iteration 152Q: 3 clusters Score -7130514 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -7130653.000000 Penalty: 3496.221436
	Iteration 153Q: 3 clusters Score -7130653 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -7130804.500000 Penalty: 3496.221436
	Iteration 154Q: 3 clusters Score -7130804 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -7130947.500000 Penalty: 3496.221436
	Iteration 155Q: 3 clusters Score -7130948 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -7131062.000000 Penalty: 3496.221436
	Iteration 156Q: 3 clusters Score -7131062 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -7131191.500000 Penalty: 3496.221436
	Iteration 157Q: 3 clusters Score -7131192 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -7131267.500000 Penalty: 3496.221436
	Iteration 158Q: 3 clusters Score -7131268 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -7131338.000000 Penalty: 3496.221436
	Iteration 159Q: 3 clusters Score -7131338 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -7131393.500000 Penalty: 3496.221436
	Iteration 160F: 3 clusters Score -7131394 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -7131435.000000 Penalty: 3496.221436
	Iteration 161Q: 3 clusters Score -7131435 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -7131443.500000 Penalty: 3496.221436
	Iteration 162Q: 3 clusters Score -7131444 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -7131429.500000 Penalty: 3496.221436
	Iteration 163Q: 3 clusters Score -7131430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -7131451.500000 Penalty: 3496.221436
	Iteration 164Q: 3 clusters Score -7131452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -7131479.500000 Penalty: 3496.221436
	Iteration 165Q: 3 clusters Score -7131480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -7131487.500000 Penalty: 3496.221436
	Iteration 166Q: 3 clusters Score -7131488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -7131492.500000 Penalty: 3496.221436
	Iteration 167Q: 3 clusters Score -7131492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -7131498.000000 Penalty: 3496.221436
	Iteration 168Q: 3 clusters Score -7131498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -7131508.000000 Penalty: 3496.221436
	Iteration 169Q: 3 clusters Score -7131508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -7131511.000000 Penalty: 3496.221436
	Iteration 170Q: 3 clusters Score -7131511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -7131520.000000 Penalty: 3496.221436
	Iteration 171Q: 3 clusters Score -7131520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -7131518.500000 Penalty: 3496.221436
	Iteration 172Q: 3 clusters Score -7131518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -7131502.500000 Penalty: 3496.221436
	Iteration 173Q: 3 clusters Score -7131502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -7131501.500000 Penalty: 3496.221436
	Iteration 174Q: 3 clusters Score -7131502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -7131500.500000 Penalty: 3496.221436
	Iteration 175Q: 3 clusters Score -7131500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -7131507.000000 Penalty: 3496.221436
	Iteration 176Q: 3 clusters Score -7131507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -7131496.000000 Penalty: 3496.221436
	Iteration 177Q: 3 clusters Score -7131496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -7131495.000000 Penalty: 3496.221436
	Iteration 178Q: 3 clusters Score -7131495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -7131506.000000 Penalty: 3496.221436
	Iteration 179Q: 3 clusters Score -7131506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -7131514.000000 Penalty: 3496.221436
	Iteration 180F: 3 clusters Score -7131514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -7131518.000000 Penalty: 3496.221436
	Iteration 181Q: 3 clusters Score -7131518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -7131516.500000 Penalty: 3496.221436
	Iteration 182Q: 3 clusters Score -7131516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -7131526.500000 Penalty: 3496.221436
	Iteration 183Q: 3 clusters Score -7131526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -7131529.000000 Penalty: 3496.221436
	Iteration 184Q: 3 clusters Score -7131529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -7131525.000000 Penalty: 3496.221436
	Iteration 185Q: 3 clusters Score -7131525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -7131536.000000 Penalty: 3496.221436
	Iteration 186Q: 3 clusters Score -7131536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -7131541.500000 Penalty: 3496.221436
	Iteration 187Q: 3 clusters Score -7131542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -7131540.500000 Penalty: 3496.221436
	Iteration 188Q: 3 clusters Score -7131540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -7131535.000000 Penalty: 3496.221436
	Iteration 189Q: 3 clusters Score -7131535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -7131532.500000 Penalty: 3496.221436
	Iteration 190Q: 3 clusters Score -7131532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -7131534.500000 Penalty: 3496.221436
	Iteration 191Q: 3 clusters Score -7131534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -7131534.500000 Penalty: 3496.221436
	Iteration 192F: 3 clusters Score -7131534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 3180 members 
Mstep: Class 11 contains 10479 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 40214 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 9766 members 
Mstep: Class 17 contains 59776 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26745 members 
Mstep: Class 22 contains 17921 members 
Mstep: Class 23 contains 17242 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Entering Unmasked Estep 
Score: -85644056.000000 Penalty: 88657.406250
Splitting cluster 8 changes total score from -85581216.000000 to -85644056.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 9 (2829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Entering Unmasked Estep 
Score: -336777.750000 Penalty: 1291.497803
	Iteration 0F: 2 clusters Score -336777.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -334244.937500 Penalty: 2582.995605
	Iteration 0F: 3 clusters Score -334244.9 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -335933.937500 Penalty: 2582.995605
	Iteration 1F: 3 clusters Score -335933.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -337482.750000 Penalty: 2582.995605
	Iteration 2F: 3 clusters Score -337482.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -338145.125000 Penalty: 2582.995605
	Iteration 3F: 3 clusters Score -338145.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -338492.812500 Penalty: 2582.995605
	Iteration 4F: 3 clusters Score -338492.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -338763.000000 Penalty: 2582.995605
	Iteration 5Q: 3 clusters Score -338763 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -339042.343750 Penalty: 2582.995605
	Iteration 6Q: 3 clusters Score -339042.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -339266.531250 Penalty: 2582.995605
	Iteration 7Q: 3 clusters Score -339266.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -339413.687500 Penalty: 2582.995605
	Iteration 8Q: 3 clusters Score -339413.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -339518.343750 Penalty: 2582.995605
	Iteration 9Q: 3 clusters Score -339518.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -339697.000000 Penalty: 2582.995605
	Iteration 10Q: 3 clusters Score -339697 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -340006.406250 Penalty: 2582.995605
	Iteration 11Q: 3 clusters Score -340006.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -340233.062500 Penalty: 2582.995605
	Iteration 12Q: 3 clusters Score -340233.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -340303.906250 Penalty: 2582.995605
	Iteration 13Q: 3 clusters Score -340303.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -340332.437500 Penalty: 2582.995605
	Iteration 14Q: 3 clusters Score -340332.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -340351.750000 Penalty: 2582.995605
	Iteration 15Q: 3 clusters Score -340351.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -340358.312500 Penalty: 2582.995605
	Iteration 16Q: 3 clusters Score -340358.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -340361.468750 Penalty: 2582.995605
	Iteration 17Q: 3 clusters Score -340361.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -340363.375000 Penalty: 2582.995605
	Iteration 18Q: 3 clusters Score -340363.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -340364.093750 Penalty: 2582.995605
	Iteration 19Q: 3 clusters Score -340364.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -340365.093750 Penalty: 2582.995605
	Iteration 20F: 3 clusters Score -340365.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -340365.656250 Penalty: 2582.995605
	Iteration 21Q: 3 clusters Score -340365.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -340366.531250 Penalty: 2582.995605
	Iteration 22Q: 3 clusters Score -340366.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -340366.531250 Penalty: 2582.995605
	Iteration 23F: 3 clusters Score -340366.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 3180 members 
Mstep: Class 11 contains 10479 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 40214 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 9766 members 
Mstep: Class 17 contains 59776 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26745 members 
Mstep: Class 22 contains 17921 members 
Mstep: Class 23 contains 17242 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Entering Unmasked Estep 
Score: -85647000.000000 Penalty: 90819.781250
Splitting cluster 9 changes total score from -85581216.000000 to -85647000.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 10 (3180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Entering Unmasked Estep 
Score: -390439.375000 Penalty: 1310.503418
	Iteration 0F: 2 clusters Score -390439.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -387693.500000 Penalty: 2621.006836
	Iteration 0F: 3 clusters Score -387693.5 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -389005.875000 Penalty: 2621.006836
	Iteration 1F: 3 clusters Score -389005.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -389820.968750 Penalty: 2621.006836
	Iteration 2F: 3 clusters Score -389821 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -390422.875000 Penalty: 2621.006836
	Iteration 3F: 3 clusters Score -390422.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -390701.250000 Penalty: 2621.006836
	Iteration 4F: 3 clusters Score -390701.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -390803.843750 Penalty: 2621.006836
	Iteration 5Q: 3 clusters Score -390803.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -390857.562500 Penalty: 2621.006836
	Iteration 6Q: 3 clusters Score -390857.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -390887.562500 Penalty: 2621.006836
	Iteration 7Q: 3 clusters Score -390887.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -390904.125000 Penalty: 2621.006836
	Iteration 8Q: 3 clusters Score -390904.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -390919.750000 Penalty: 2621.006836
	Iteration 9Q: 3 clusters Score -390919.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -390933.562500 Penalty: 2621.006836
	Iteration 10Q: 3 clusters Score -390933.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -390949.187500 Penalty: 2621.006836
	Iteration 11Q: 3 clusters Score -390949.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -390964.312500 Penalty: 2621.006836
	Iteration 12Q: 3 clusters Score -390964.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -390978.750000 Penalty: 2621.006836
	Iteration 13Q: 3 clusters Score -390978.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -391000.781250 Penalty: 2621.006836
	Iteration 14Q: 3 clusters Score -391000.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -391034.875000 Penalty: 2621.006836
	Iteration 15Q: 3 clusters Score -391034.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -391072.406250 Penalty: 2621.006836
	Iteration 16Q: 3 clusters Score -391072.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -391096.343750 Penalty: 2621.006836
	Iteration 17Q: 3 clusters Score -391096.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -391116.468750 Penalty: 2621.006836
	Iteration 18Q: 3 clusters Score -391116.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -391132.968750 Penalty: 2621.006836
	Iteration 19Q: 3 clusters Score -391133 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -391152.343750 Penalty: 2621.006836
	Iteration 20F: 3 clusters Score -391152.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -391168.750000 Penalty: 2621.006836
	Iteration 21Q: 3 clusters Score -391168.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -391175.000000 Penalty: 2621.006836
	Iteration 22Q: 3 clusters Score -391175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -391176.406250 Penalty: 2621.006836
	Iteration 23Q: 3 clusters Score -391176.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -391177.156250 Penalty: 2621.006836
	Iteration 24Q: 3 clusters Score -391177.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -391177.718750 Penalty: 2621.006836
	Iteration 25Q: 3 clusters Score -391177.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -391179.281250 Penalty: 2621.006836
	Iteration 26Q: 3 clusters Score -391179.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -391180.062500 Penalty: 2621.006836
	Iteration 27Q: 3 clusters Score -391180.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -391180.437500 Penalty: 2621.006836
	Iteration 28Q: 3 clusters Score -391180.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -391180.750000 Penalty: 2621.006836
	Iteration 29Q: 3 clusters Score -391180.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -391180.968750 Penalty: 2621.006836
	Iteration 30Q: 3 clusters Score -391181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -391181.843750 Penalty: 2621.006836
	Iteration 31Q: 3 clusters Score -391181.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -391182.531250 Penalty: 2621.006836
	Iteration 32Q: 3 clusters Score -391182.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -391184.250000 Penalty: 2621.006836
	Iteration 33Q: 3 clusters Score -391184.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -391185.937500 Penalty: 2621.006836
	Iteration 34Q: 3 clusters Score -391185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -391187.812500 Penalty: 2621.006836
	Iteration 35Q: 3 clusters Score -391187.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -391188.937500 Penalty: 2621.006836
	Iteration 36Q: 3 clusters Score -391188.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -391189.843750 Penalty: 2621.006836
	Iteration 37Q: 3 clusters Score -391189.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -391189.843750 Penalty: 2621.006836
	Iteration 38F: 3 clusters Score -391189.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 10479 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 40214 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 9766 members 
Mstep: Class 17 contains 59776 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26745 members 
Mstep: Class 22 contains 17921 members 
Mstep: Class 23 contains 17242 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Entering Unmasked Estep 
Score: -85647072.000000 Penalty: 92982.156250
Splitting cluster 10 changes total score from -85581216.000000 to -85647072.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 11 (10479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Entering Unmasked Estep 
Score: -1439077.625000 Penalty: 1504.283447
	Iteration 0F: 2 clusters Score -1439078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1431638.875000 Penalty: 3008.566895
	Iteration 0F: 3 clusters Score -1431639 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1434450.750000 Penalty: 3008.566895
	Iteration 1F: 3 clusters Score -1434451 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1435020.375000 Penalty: 3008.566895
	Iteration 2F: 3 clusters Score -1435020 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1435588.875000 Penalty: 3008.566895
	Iteration 3F: 3 clusters Score -1435589 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1436170.625000 Penalty: 3008.566895
	Iteration 4F: 3 clusters Score -1436171 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1436813.125000 Penalty: 3008.566895
	Iteration 5F: 3 clusters Score -1436813 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1437621.875000 Penalty: 3008.566895
	Iteration 6F: 3 clusters Score -1437622 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1438442.125000 Penalty: 3008.566895
	Iteration 7F: 3 clusters Score -1438442 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1439021.125000 Penalty: 3008.566895
	Iteration 8F: 3 clusters Score -1439021 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1439313.000000 Penalty: 3008.566895
	Iteration 9Q: 3 clusters Score -1439313 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1439435.625000 Penalty: 3008.566895
	Iteration 10Q: 3 clusters Score -1439436 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1439501.375000 Penalty: 3008.566895
	Iteration 11Q: 3 clusters Score -1439501 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1439546.000000 Penalty: 3008.566895
	Iteration 12Q: 3 clusters Score -1439546 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1439580.750000 Penalty: 3008.566895
	Iteration 13Q: 3 clusters Score -1439581 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1439606.000000 Penalty: 3008.566895
	Iteration 14Q: 3 clusters Score -1439606 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1439623.125000 Penalty: 3008.566895
	Iteration 15Q: 3 clusters Score -1439623 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1439630.250000 Penalty: 3008.566895
	Iteration 16Q: 3 clusters Score -1439630 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1439647.500000 Penalty: 3008.566895
	Iteration 17Q: 3 clusters Score -1439648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1439660.375000 Penalty: 3008.566895
	Iteration 18Q: 3 clusters Score -1439660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1439676.500000 Penalty: 3008.566895
	Iteration 19Q: 3 clusters Score -1439676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1439683.375000 Penalty: 3008.566895
	Iteration 20F: 3 clusters Score -1439683 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1439696.750000 Penalty: 3008.566895
	Iteration 21Q: 3 clusters Score -1439697 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1439704.000000 Penalty: 3008.566895
	Iteration 22Q: 3 clusters Score -1439704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1439712.250000 Penalty: 3008.566895
	Iteration 23Q: 3 clusters Score -1439712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1439716.875000 Penalty: 3008.566895
	Iteration 24Q: 3 clusters Score -1439717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1439718.750000 Penalty: 3008.566895
	Iteration 25Q: 3 clusters Score -1439719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1439718.375000 Penalty: 3008.566895
	Iteration 26Q: 3 clusters Score -1439718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1439721.750000 Penalty: 3008.566895
	Iteration 27Q: 3 clusters Score -1439722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1439721.125000 Penalty: 3008.566895
	Iteration 28Q: 3 clusters Score -1439721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1439722.000000 Penalty: 3008.566895
	Iteration 29Q: 3 clusters Score -1439722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1439720.625000 Penalty: 3008.566895
	Iteration 30Q: 3 clusters Score -1439721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1439720.625000 Penalty: 3008.566895
	Iteration 31F: 3 clusters Score -1439721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 29954 members 
Mstep: Class 13 contains 40214 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 9766 members 
Mstep: Class 17 contains 59776 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26745 members 
Mstep: Class 22 contains 17921 members 
Mstep: Class 23 contains 17242 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Entering Unmasked Estep 
Score: -85646936.000000 Penalty: 95144.531250
Splitting cluster 11 changes total score from -85581216.000000 to -85646936.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 12 (29954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Entering Unmasked Estep 
Score: -4447559.500000 Penalty: 1674.955444
	Iteration 0F: 2 clusters Score -4447560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -4431529.500000 Penalty: 3349.910889
	Iteration 0F: 3 clusters Score -4431530 nChanged 13791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -4439592.000000 Penalty: 3349.910889
	Iteration 1F: 3 clusters Score -4439592 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -4440610.000000 Penalty: 3349.910889
	Iteration 2F: 3 clusters Score -4440610 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -4441897.000000 Penalty: 3349.910889
	Iteration 3F: 3 clusters Score -4441897 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -4443185.000000 Penalty: 3349.910889
	Iteration 4F: 3 clusters Score -4443185 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -4444242.500000 Penalty: 3349.910889
	Iteration 5F: 3 clusters Score -4444242 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -4444952.000000 Penalty: 3349.910889
	Iteration 6F: 3 clusters Score -4444952 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -4445439.000000 Penalty: 3349.910889
	Iteration 7Q: 3 clusters Score -4445439 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -4445883.500000 Penalty: 3349.910889
	Iteration 8Q: 3 clusters Score -4445884 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -4446436.000000 Penalty: 3349.910889
	Iteration 9Q: 3 clusters Score -4446436 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -4447088.000000 Penalty: 3349.910889
	Iteration 10Q: 3 clusters Score -4447088 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -4447639.000000 Penalty: 3349.910889
	Iteration 11Q: 3 clusters Score -4447639 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -4448028.500000 Penalty: 3349.910889
	Iteration 12Q: 3 clusters Score -4448028 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -4448248.500000 Penalty: 3349.910889
	Iteration 13Q: 3 clusters Score -4448248 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -4448462.000000 Penalty: 3349.910889
	Iteration 14Q: 3 clusters Score -4448462 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -4448660.500000 Penalty: 3349.910889
	Iteration 15Q: 3 clusters Score -4448660 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -4448832.000000 Penalty: 3349.910889
	Iteration 16Q: 3 clusters Score -4448832 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -4448959.500000 Penalty: 3349.910889
	Iteration 17Q: 3 clusters Score -4448960 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -4449130.500000 Penalty: 3349.910889
	Iteration 18Q: 3 clusters Score -4449130 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -4449309.500000 Penalty: 3349.910889
	Iteration 19Q: 3 clusters Score -4449310 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -4449499.500000 Penalty: 3349.910889
	Iteration 20F: 3 clusters Score -4449500 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -4449686.000000 Penalty: 3349.910889
	Iteration 21Q: 3 clusters Score -4449686 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -4449884.500000 Penalty: 3349.910889
	Iteration 22Q: 3 clusters Score -4449884 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -4450093.500000 Penalty: 3349.910889
	Iteration 23Q: 3 clusters Score -4450094 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -4450309.500000 Penalty: 3349.910889
	Iteration 24Q: 3 clusters Score -4450310 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -4450538.500000 Penalty: 3349.910889
	Iteration 25Q: 3 clusters Score -4450538 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -4450790.500000 Penalty: 3349.910889
	Iteration 26Q: 3 clusters Score -4450790 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -4451044.500000 Penalty: 3349.910889
	Iteration 27Q: 3 clusters Score -4451044 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -4451277.000000 Penalty: 3349.910889
	Iteration 28Q: 3 clusters Score -4451277 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -4451533.500000 Penalty: 3349.910889
	Iteration 29Q: 3 clusters Score -4451534 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -4451713.500000 Penalty: 3349.910889
	Iteration 30Q: 3 clusters Score -4451714 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -4451872.500000 Penalty: 3349.910889
	Iteration 31Q: 3 clusters Score -4451872 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -4451974.500000 Penalty: 3349.910889
	Iteration 32Q: 3 clusters Score -4451974 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -4452059.500000 Penalty: 3349.910889
	Iteration 33Q: 3 clusters Score -4452060 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -4452128.500000 Penalty: 3349.910889
	Iteration 34Q: 3 clusters Score -4452128 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -4452154.000000 Penalty: 3349.910889
	Iteration 35Q: 3 clusters Score -4452154 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -4452199.500000 Penalty: 3349.910889
	Iteration 36Q: 3 clusters Score -4452200 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -4452228.000000 Penalty: 3349.910889
	Iteration 37Q: 3 clusters Score -4452228 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -4452226.500000 Penalty: 3349.910889
	Iteration 38Q: 3 clusters Score -4452226 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -4452242.000000 Penalty: 3349.910889
	Iteration 39Q: 3 clusters Score -4452242 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -4452315.500000 Penalty: 3349.910889
	Iteration 40F: 3 clusters Score -4452316 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -4452345.000000 Penalty: 3349.910889
	Iteration 41Q: 3 clusters Score -4452345 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -4452363.000000 Penalty: 3349.910889
	Iteration 42Q: 3 clusters Score -4452363 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -4452372.500000 Penalty: 3349.910889
	Iteration 43Q: 3 clusters Score -4452372 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -4452360.500000 Penalty: 3349.910889
	Iteration 44Q: 3 clusters Score -4452360 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -4452369.000000 Penalty: 3349.910889
	Iteration 45Q: 3 clusters Score -4452369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -4452367.000000 Penalty: 3349.910889
	Iteration 46Q: 3 clusters Score -4452367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -4452350.500000 Penalty: 3349.910889
	Iteration 47Q: 3 clusters Score -4452350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -4452353.000000 Penalty: 3349.910889
	Iteration 48Q: 3 clusters Score -4452353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -4452359.000000 Penalty: 3349.910889
	Iteration 49Q: 3 clusters Score -4452359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -4452365.000000 Penalty: 3349.910889
	Iteration 50Q: 3 clusters Score -4452365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -4452365.500000 Penalty: 3349.910889
	Iteration 51Q: 3 clusters Score -4452366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -4452364.000000 Penalty: 3349.910889
	Iteration 52Q: 3 clusters Score -4452364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -4452364.000000 Penalty: 3349.910889
	Iteration 53Q: 3 clusters Score -4452364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -4452363.500000 Penalty: 3349.910889
	Iteration 54Q: 3 clusters Score -4452364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -4452365.000000 Penalty: 3349.910889
	Iteration 55Q: 3 clusters Score -4452365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -4452365.000000 Penalty: 3349.910889
	Iteration 56Q: 3 clusters Score -4452365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -4452362.500000 Penalty: 3349.910889
	Iteration 57Q: 3 clusters Score -4452362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -4452362.500000 Penalty: 3349.910889
	Iteration 58F: 3 clusters Score -4452362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 40214 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 9766 members 
Mstep: Class 17 contains 59776 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26745 members 
Mstep: Class 22 contains 17921 members 
Mstep: Class 23 contains 17242 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Entering Unmasked Estep 
Score: -85651632.000000 Penalty: 97306.906250
Splitting cluster 12 changes total score from -85581216.000000 to -85651632.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 13 (40214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Entering Unmasked Estep 
Score: -5986042.000000 Penalty: 1722.820190
	Iteration 0F: 2 clusters Score -5986042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -5971295.500000 Penalty: 3445.640381
	Iteration 0F: 3 clusters Score -5971296 nChanged 18868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -5982757.500000 Penalty: 3445.640381
	Iteration 1F: 3 clusters Score -5982758 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -5983855.500000 Penalty: 3445.640381
	Iteration 2F: 3 clusters Score -5983856 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -5985460.000000 Penalty: 3445.640381
	Iteration 3F: 3 clusters Score -5985460 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -5988194.000000 Penalty: 3445.640381
	Iteration 4F: 3 clusters Score -5988194 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -5992804.500000 Penalty: 3445.640381
	Iteration 5F: 3 clusters Score -5992804 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -5998426.500000 Penalty: 3445.640381
	Iteration 6F: 3 clusters Score -5998426 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -6003080.500000 Penalty: 3445.640381
	Iteration 7F: 3 clusters Score -6003080 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -6006083.500000 Penalty: 3445.640381
	Iteration 8Q: 3 clusters Score -6006084 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -6008685.500000 Penalty: 3445.640381
	Iteration 9Q: 3 clusters Score -6008686 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -6011241.500000 Penalty: 3445.640381
	Iteration 10Q: 3 clusters Score -6011242 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -6013151.500000 Penalty: 3445.640381
	Iteration 11Q: 3 clusters Score -6013152 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -6014029.000000 Penalty: 3445.640381
	Iteration 12Q: 3 clusters Score -6014029 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -6014355.000000 Penalty: 3445.640381
	Iteration 13Q: 3 clusters Score -6014355 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -6014516.500000 Penalty: 3445.640381
	Iteration 14Q: 3 clusters Score -6014516 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -6014552.000000 Penalty: 3445.640381
	Iteration 15Q: 3 clusters Score -6014552 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -6014592.000000 Penalty: 3445.640381
	Iteration 16Q: 3 clusters Score -6014592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -6014606.500000 Penalty: 3445.640381
	Iteration 17Q: 3 clusters Score -6014606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -6014618.000000 Penalty: 3445.640381
	Iteration 18Q: 3 clusters Score -6014618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -6014618.000000 Penalty: 3445.640381
	Iteration 19Q: 3 clusters Score -6014618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -6014647.000000 Penalty: 3445.640381
	Iteration 20F: 3 clusters Score -6014647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -6014631.500000 Penalty: 3445.640381
	Iteration 21Q: 3 clusters Score -6014632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -6014631.500000 Penalty: 3445.640381
	Iteration 22Q: 3 clusters Score -6014632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -6014633.000000 Penalty: 3445.640381
	Iteration 23Q: 3 clusters Score -6014633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -6014636.000000 Penalty: 3445.640381
	Iteration 24Q: 3 clusters Score -6014636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -6014626.000000 Penalty: 3445.640381
	Iteration 25Q: 3 clusters Score -6014626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -6014627.500000 Penalty: 3445.640381
	Iteration 26Q: 3 clusters Score -6014628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -6014627.500000 Penalty: 3445.640381
	Iteration 27Q: 3 clusters Score -6014628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -6014636.500000 Penalty: 3445.640381
	Iteration 28Q: 3 clusters Score -6014636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -6014629.000000 Penalty: 3445.640381
	Iteration 29Q: 3 clusters Score -6014629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -6014629.000000 Penalty: 3445.640381
	Iteration 30Q: 3 clusters Score -6014629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -6014630.500000 Penalty: 3445.640381
	Iteration 31Q: 3 clusters Score -6014630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -6014631.000000 Penalty: 3445.640381
	Iteration 32Q: 3 clusters Score -6014631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -6014631.000000 Penalty: 3445.640381
	Iteration 33F: 3 clusters Score -6014631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 9766 members 
Mstep: Class 17 contains 59776 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26745 members 
Mstep: Class 22 contains 17921 members 
Mstep: Class 23 contains 17242 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Entering Unmasked Estep 
Score: -85680344.000000 Penalty: 99469.281250
Splitting cluster 13 changes total score from -85581216.000000 to -85680344.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 14 (6166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Entering Unmasked Estep 
Score: -854214.000000 Penalty: 1418.105957
	Iteration 0F: 2 clusters Score -854214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -849627.187500 Penalty: 2836.211914
	Iteration 0F: 3 clusters Score -849627.2 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -851319.812500 Penalty: 2836.211914
	Iteration 1F: 3 clusters Score -851319.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -851796.062500 Penalty: 2836.211914
	Iteration 2F: 3 clusters Score -851796.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -852359.312500 Penalty: 2836.211914
	Iteration 3F: 3 clusters Score -852359.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -852977.000000 Penalty: 2836.211914
	Iteration 4F: 3 clusters Score -852977 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -853750.750000 Penalty: 2836.211914
	Iteration 5F: 3 clusters Score -853750.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -854444.437500 Penalty: 2836.211914
	Iteration 6F: 3 clusters Score -854444.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -855004.437500 Penalty: 2836.211914
	Iteration 7F: 3 clusters Score -855004.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -855325.687500 Penalty: 2836.211914
	Iteration 8F: 3 clusters Score -855325.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -855472.250000 Penalty: 2836.211914
	Iteration 9Q: 3 clusters Score -855472.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -855550.187500 Penalty: 2836.211914
	Iteration 10Q: 3 clusters Score -855550.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -855590.500000 Penalty: 2836.211914
	Iteration 11Q: 3 clusters Score -855590.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -855620.750000 Penalty: 2836.211914
	Iteration 12Q: 3 clusters Score -855620.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -855641.250000 Penalty: 2836.211914
	Iteration 13Q: 3 clusters Score -855641.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -855658.437500 Penalty: 2836.211914
	Iteration 14Q: 3 clusters Score -855658.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -855680.750000 Penalty: 2836.211914
	Iteration 15Q: 3 clusters Score -855680.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -855693.062500 Penalty: 2836.211914
	Iteration 16Q: 3 clusters Score -855693.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -855707.062500 Penalty: 2836.211914
	Iteration 17Q: 3 clusters Score -855707.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -855721.062500 Penalty: 2836.211914
	Iteration 18Q: 3 clusters Score -855721.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -855731.125000 Penalty: 2836.211914
	Iteration 19Q: 3 clusters Score -855731.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -855741.937500 Penalty: 2836.211914
	Iteration 20F: 3 clusters Score -855741.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -855748.312500 Penalty: 2836.211914
	Iteration 21Q: 3 clusters Score -855748.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -855754.187500 Penalty: 2836.211914
	Iteration 22Q: 3 clusters Score -855754.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -855760.500000 Penalty: 2836.211914
	Iteration 23Q: 3 clusters Score -855760.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -855767.500000 Penalty: 2836.211914
	Iteration 24Q: 3 clusters Score -855767.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -855774.687500 Penalty: 2836.211914
	Iteration 25Q: 3 clusters Score -855774.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -855783.500000 Penalty: 2836.211914
	Iteration 26Q: 3 clusters Score -855783.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -855791.125000 Penalty: 2836.211914
	Iteration 27Q: 3 clusters Score -855791.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -855793.000000 Penalty: 2836.211914
	Iteration 28Q: 3 clusters Score -855793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -855795.875000 Penalty: 2836.211914
	Iteration 29Q: 3 clusters Score -855795.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -855795.687500 Penalty: 2836.211914
	Iteration 30Q: 3 clusters Score -855795.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -855797.187500 Penalty: 2836.211914
	Iteration 31Q: 3 clusters Score -855797.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -855797.187500 Penalty: 2836.211914
	Iteration 32F: 3 clusters Score -855797.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 3075 members 
Mstep: Class 16 contains 9766 members 
Mstep: Class 17 contains 59776 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26745 members 
Mstep: Class 22 contains 17921 members 
Mstep: Class 23 contains 17242 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Mstep: Class 47 contains 4830 members 
Entering Unmasked Estep 
Score: -85681176.000000 Penalty: 101631.664062
Splitting cluster 14 changes total score from -85581216.000000 to -85681176.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 15 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -372558.562500 Penalty: 1305.047241
	Iteration 0F: 2 clusters Score -372558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -369885.843750 Penalty: 2610.094482
	Iteration 0F: 3 clusters Score -369885.8 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -371125.093750 Penalty: 2610.094482
	Iteration 1F: 3 clusters Score -371125.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -371762.625000 Penalty: 2610.094482
	Iteration 2F: 3 clusters Score -371762.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -372359.250000 Penalty: 2610.094482
	Iteration 3F: 3 clusters Score -372359.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -372741.562500 Penalty: 2610.094482
	Iteration 4F: 3 clusters Score -372741.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -373000.687500 Penalty: 2610.094482
	Iteration 5F: 3 clusters Score -373000.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -373187.625000 Penalty: 2610.094482
	Iteration 6Q: 3 clusters Score -373187.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -373358.718750 Penalty: 2610.094482
	Iteration 7Q: 3 clusters Score -373358.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -373514.000000 Penalty: 2610.094482
	Iteration 8Q: 3 clusters Score -373514 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -373632.000000 Penalty: 2610.094482
	Iteration 9Q: 3 clusters Score -373632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -373735.000000 Penalty: 2610.094482
	Iteration 10Q: 3 clusters Score -373735 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -373815.281250 Penalty: 2610.094482
	Iteration 11Q: 3 clusters Score -373815.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -373872.593750 Penalty: 2610.094482
	Iteration 12Q: 3 clusters Score -373872.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -373962.125000 Penalty: 2610.094482
	Iteration 13Q: 3 clusters Score -373962.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -374071.187500 Penalty: 2610.094482
	Iteration 14Q: 3 clusters Score -374071.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -374162.000000 Penalty: 2610.094482
	Iteration 15Q: 3 clusters Score -374162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -374237.843750 Penalty: 2610.094482
	Iteration 16Q: 3 clusters Score -374237.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -374299.812500 Penalty: 2610.094482
	Iteration 17Q: 3 clusters Score -374299.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -374379.500000 Penalty: 2610.094482
	Iteration 18Q: 3 clusters Score -374379.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -374458.812500 Penalty: 2610.094482
	Iteration 19Q: 3 clusters Score -374458.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -374576.781250 Penalty: 2610.094482
	Iteration 20F: 3 clusters Score -374576.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -374679.468750 Penalty: 2610.094482
	Iteration 21Q: 3 clusters Score -374679.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -374715.375000 Penalty: 2610.094482
	Iteration 22Q: 3 clusters Score -374715.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -374739.250000 Penalty: 2610.094482
	Iteration 23Q: 3 clusters Score -374739.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -374745.906250 Penalty: 2610.094482
	Iteration 24Q: 3 clusters Score -374745.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -374751.500000 Penalty: 2610.094482
	Iteration 25Q: 3 clusters Score -374751.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -374759.312500 Penalty: 2610.094482
	Iteration 26Q: 3 clusters Score -374759.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -374765.031250 Penalty: 2610.094482
	Iteration 27Q: 3 clusters Score -374765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -374768.968750 Penalty: 2610.094482
	Iteration 28Q: 3 clusters Score -374769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -374771.750000 Penalty: 2610.094482
	Iteration 29Q: 3 clusters Score -374771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -374772.968750 Penalty: 2610.094482
	Iteration 30Q: 3 clusters Score -374773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -374774.843750 Penalty: 2610.094482
	Iteration 31Q: 3 clusters Score -374774.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -374776.343750 Penalty: 2610.094482
	Iteration 32Q: 3 clusters Score -374776.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -374776.593750 Penalty: 2610.094482
	Iteration 33Q: 3 clusters Score -374776.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -374776.593750 Penalty: 2610.094482
	Iteration 34F: 3 clusters Score -374776.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 9766 members 
Mstep: Class 17 contains 59776 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26745 members 
Mstep: Class 22 contains 17921 members 
Mstep: Class 23 contains 17242 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Mstep: Class 47 contains 4830 members 
Mstep: Class 48 contains 1455 members 
Entering Unmasked Estep 
Score: -85682784.000000 Penalty: 103794.039062
Splitting cluster 15 changes total score from -85581216.000000 to -85682784.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 16 (9766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Entering Unmasked Estep 
Score: -1229351.125000 Penalty: 1492.832642
	Iteration 0F: 2 clusters Score -1229351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1222395.125000 Penalty: 2985.665283
	Iteration 0F: 3 clusters Score -1222395 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1224952.875000 Penalty: 2985.665283
	Iteration 1F: 3 clusters Score -1224953 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1225340.375000 Penalty: 2985.665283
	Iteration 2F: 3 clusters Score -1225340 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1225674.750000 Penalty: 2985.665283
	Iteration 3F: 3 clusters Score -1225675 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1226007.250000 Penalty: 2985.665283
	Iteration 4F: 3 clusters Score -1226007 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1226424.375000 Penalty: 2985.665283
	Iteration 5F: 3 clusters Score -1226424 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1227131.500000 Penalty: 2985.665283
	Iteration 6F: 3 clusters Score -1227132 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1228311.000000 Penalty: 2985.665283
	Iteration 7F: 3 clusters Score -1228311 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1230013.750000 Penalty: 2985.665283
	Iteration 8F: 3 clusters Score -1230014 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1231177.625000 Penalty: 2985.665283
	Iteration 9F: 3 clusters Score -1231178 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1231591.625000 Penalty: 2985.665283
	Iteration 10F: 3 clusters Score -1231592 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1231732.750000 Penalty: 2985.665283
	Iteration 11Q: 3 clusters Score -1231733 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1231784.125000 Penalty: 2985.665283
	Iteration 12Q: 3 clusters Score -1231784 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1231806.625000 Penalty: 2985.665283
	Iteration 13Q: 3 clusters Score -1231807 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1231813.500000 Penalty: 2985.665283
	Iteration 14Q: 3 clusters Score -1231814 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1231825.750000 Penalty: 2985.665283
	Iteration 15Q: 3 clusters Score -1231826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1231829.250000 Penalty: 2985.665283
	Iteration 16Q: 3 clusters Score -1231829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1231833.250000 Penalty: 2985.665283
	Iteration 17Q: 3 clusters Score -1231833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1231836.125000 Penalty: 2985.665283
	Iteration 18Q: 3 clusters Score -1231836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1231836.500000 Penalty: 2985.665283
	Iteration 19Q: 3 clusters Score -1231836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1231839.750000 Penalty: 2985.665283
	Iteration 20F: 3 clusters Score -1231840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1231838.375000 Penalty: 2985.665283
	Iteration 21Q: 3 clusters Score -1231838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1231837.000000 Penalty: 2985.665283
	Iteration 22Q: 3 clusters Score -1231837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1231839.250000 Penalty: 2985.665283
	Iteration 23Q: 3 clusters Score -1231839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1231838.625000 Penalty: 2985.665283
	Iteration 24Q: 3 clusters Score -1231839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1231839.250000 Penalty: 2985.665283
	Iteration 25Q: 3 clusters Score -1231839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1231837.000000 Penalty: 2985.665283
	Iteration 26Q: 3 clusters Score -1231837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1231836.875000 Penalty: 2985.665283
	Iteration 27Q: 3 clusters Score -1231837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1231835.000000 Penalty: 2985.665283
	Iteration 28Q: 3 clusters Score -1231835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1231836.750000 Penalty: 2985.665283
	Iteration 29Q: 3 clusters Score -1231837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1231837.000000 Penalty: 2985.665283
	Iteration 30Q: 3 clusters Score -1231837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1231840.000000 Penalty: 2985.665283
	Iteration 31Q: 3 clusters Score -1231840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1231841.750000 Penalty: 2985.665283
	Iteration 32Q: 3 clusters Score -1231842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1231843.000000 Penalty: 2985.665283
	Iteration 33Q: 3 clusters Score -1231843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1231841.875000 Penalty: 2985.665283
	Iteration 34Q: 3 clusters Score -1231842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1231841.125000 Penalty: 2985.665283
	Iteration 35Q: 3 clusters Score -1231841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1231841.000000 Penalty: 2985.665283
	Iteration 36Q: 3 clusters Score -1231841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1231842.875000 Penalty: 2985.665283
	Iteration 37Q: 3 clusters Score -1231843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1231840.875000 Penalty: 2985.665283
	Iteration 38Q: 3 clusters Score -1231841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1231842.125000 Penalty: 2985.665283
	Iteration 39Q: 3 clusters Score -1231842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1231841.750000 Penalty: 2985.665283
	Iteration 40F: 3 clusters Score -1231842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1231841.875000 Penalty: 2985.665283
	Iteration 41Q: 3 clusters Score -1231842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1231844.250000 Penalty: 2985.665283
	Iteration 42Q: 3 clusters Score -1231844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1231843.875000 Penalty: 2985.665283
	Iteration 43Q: 3 clusters Score -1231844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1231842.625000 Penalty: 2985.665283
	Iteration 44Q: 3 clusters Score -1231843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1231841.500000 Penalty: 2985.665283
	Iteration 45Q: 3 clusters Score -1231842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1231842.125000 Penalty: 2985.665283
	Iteration 46Q: 3 clusters Score -1231842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1231841.625000 Penalty: 2985.665283
	Iteration 47Q: 3 clusters Score -1231842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1231842.250000 Penalty: 2985.665283
	Iteration 48Q: 3 clusters Score -1231842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1231844.375000 Penalty: 2985.665283
	Iteration 49Q: 3 clusters Score -1231844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1231844.250000 Penalty: 2985.665283
	Iteration 50Q: 3 clusters Score -1231844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1231844.125000 Penalty: 2985.665283
	Iteration 51Q: 3 clusters Score -1231844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1231844.750000 Penalty: 2985.665283
	Iteration 52Q: 3 clusters Score -1231845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1231844.125000 Penalty: 2985.665283
	Iteration 53Q: 3 clusters Score -1231844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1231844.250000 Penalty: 2985.665283
	Iteration 54Q: 3 clusters Score -1231844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1231843.750000 Penalty: 2985.665283
	Iteration 55Q: 3 clusters Score -1231844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1231843.750000 Penalty: 2985.665283
	Iteration 56Q: 3 clusters Score -1231844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1231844.500000 Penalty: 2985.665283
	Iteration 57Q: 3 clusters Score -1231844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1231844.375000 Penalty: 2985.665283
	Iteration 58Q: 3 clusters Score -1231844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1231846.000000 Penalty: 2985.665283
	Iteration 59Q: 3 clusters Score -1231846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1231846.000000 Penalty: 2985.665283
	Iteration 60F: 3 clusters Score -1231846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 59776 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26745 members 
Mstep: Class 22 contains 17921 members 
Mstep: Class 23 contains 17242 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Mstep: Class 47 contains 4830 members 
Mstep: Class 48 contains 1455 members 
Mstep: Class 49 contains 6879 members 
Entering Unmasked Estep 
Score: -85684504.000000 Penalty: 105956.414062
Splitting cluster 16 changes total score from -85581216.000000 to -85684504.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 17 (59776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Entering Unmasked Estep 
Score: -9033219.000000 Penalty: 1787.233398
	Iteration 0F: 2 clusters Score -9033219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -9027206.000000 Penalty: 3574.466797
	Iteration 0F: 3 clusters Score -9027206 nChanged 28200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -9043714.000000 Penalty: 3574.466797
	Iteration 1F: 3 clusters Score -9043714 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -9045026.000000 Penalty: 3574.466797
	Iteration 2F: 3 clusters Score -9045026 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -9046620.000000 Penalty: 3574.466797
	Iteration 3F: 3 clusters Score -9046620 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -9048374.000000 Penalty: 3574.466797
	Iteration 4F: 3 clusters Score -9048374 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -9050097.000000 Penalty: 3574.466797
	Iteration 5F: 3 clusters Score -9050097 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -9051856.000000 Penalty: 3574.466797
	Iteration 6F: 3 clusters Score -9051856 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -9053414.000000 Penalty: 3574.466797
	Iteration 7F: 3 clusters Score -9053414 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -9054752.000000 Penalty: 3574.466797
	Iteration 8Q: 3 clusters Score -9054752 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -9055720.000000 Penalty: 3574.466797
	Iteration 9Q: 3 clusters Score -9055720 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -9056266.000000 Penalty: 3574.466797
	Iteration 10Q: 3 clusters Score -9056266 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -9056554.000000 Penalty: 3574.466797
	Iteration 11Q: 3 clusters Score -9056554 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -9056706.000000 Penalty: 3574.466797
	Iteration 12Q: 3 clusters Score -9056706 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -9056807.000000 Penalty: 3574.466797
	Iteration 13Q: 3 clusters Score -9056807 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -9056898.000000 Penalty: 3574.466797
	Iteration 14Q: 3 clusters Score -9056898 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -9056919.000000 Penalty: 3574.466797
	Iteration 15Q: 3 clusters Score -9056919 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -9056943.000000 Penalty: 3574.466797
	Iteration 16Q: 3 clusters Score -9056943 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -9057007.000000 Penalty: 3574.466797
	Iteration 17Q: 3 clusters Score -9057007 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -9057007.000000 Penalty: 3574.466797
	Iteration 18Q: 3 clusters Score -9057007 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -9057030.000000 Penalty: 3574.466797
	Iteration 19Q: 3 clusters Score -9057030 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -9057045.000000 Penalty: 3574.466797
	Iteration 20F: 3 clusters Score -9057045 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -9057094.000000 Penalty: 3574.466797
	Iteration 21Q: 3 clusters Score -9057094 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -9057132.000000 Penalty: 3574.466797
	Iteration 22Q: 3 clusters Score -9057132 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -9057120.000000 Penalty: 3574.466797
	Iteration 23Q: 3 clusters Score -9057120 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -9057162.000000 Penalty: 3574.466797
	Iteration 24Q: 3 clusters Score -9057162 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -9057147.000000 Penalty: 3574.466797
	Iteration 25Q: 3 clusters Score -9057147 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -9057158.000000 Penalty: 3574.466797
	Iteration 26Q: 3 clusters Score -9057158 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -9057167.000000 Penalty: 3574.466797
	Iteration 27Q: 3 clusters Score -9057167 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -9057163.000000 Penalty: 3574.466797
	Iteration 28Q: 3 clusters Score -9057163 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -9057164.000000 Penalty: 3574.466797
	Iteration 29Q: 3 clusters Score -9057164 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -9057166.000000 Penalty: 3574.466797
	Iteration 30Q: 3 clusters Score -9057166 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -9057141.000000 Penalty: 3574.466797
	Iteration 31Q: 3 clusters Score -9057141 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -9057132.000000 Penalty: 3574.466797
	Iteration 32Q: 3 clusters Score -9057132 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -9057142.000000 Penalty: 3574.466797
	Iteration 33Q: 3 clusters Score -9057142 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -9057148.000000 Penalty: 3574.466797
	Iteration 34Q: 3 clusters Score -9057148 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -9057132.000000 Penalty: 3574.466797
	Iteration 35Q: 3 clusters Score -9057132 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -9057151.000000 Penalty: 3574.466797
	Iteration 36Q: 3 clusters Score -9057151 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -9057139.000000 Penalty: 3574.466797
	Iteration 37Q: 3 clusters Score -9057139 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -9057137.000000 Penalty: 3574.466797
	Iteration 38Q: 3 clusters Score -9057137 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -9057158.000000 Penalty: 3574.466797
	Iteration 39Q: 3 clusters Score -9057158 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -9057171.000000 Penalty: 3574.466797
	Iteration 40F: 3 clusters Score -9057171 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -9057172.000000 Penalty: 3574.466797
	Iteration 41Q: 3 clusters Score -9057172 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -9057167.000000 Penalty: 3574.466797
	Iteration 42Q: 3 clusters Score -9057167 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -9057136.000000 Penalty: 3574.466797
	Iteration 43Q: 3 clusters Score -9057136 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -9057146.000000 Penalty: 3574.466797
	Iteration 44Q: 3 clusters Score -9057146 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -9057137.000000 Penalty: 3574.466797
	Iteration 45Q: 3 clusters Score -9057137 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -9057153.000000 Penalty: 3574.466797
	Iteration 46Q: 3 clusters Score -9057153 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -9057156.000000 Penalty: 3574.466797
	Iteration 47Q: 3 clusters Score -9057156 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -9057154.000000 Penalty: 3574.466797
	Iteration 48Q: 3 clusters Score -9057154 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -9057154.000000 Penalty: 3574.466797
	Iteration 49Q: 3 clusters Score -9057154 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -9057148.000000 Penalty: 3574.466797
	Iteration 50Q: 3 clusters Score -9057148 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -9057154.000000 Penalty: 3574.466797
	Iteration 51Q: 3 clusters Score -9057154 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -9057158.000000 Penalty: 3574.466797
	Iteration 52Q: 3 clusters Score -9057158 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -9057161.000000 Penalty: 3574.466797
	Iteration 53Q: 3 clusters Score -9057161 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -9057161.000000 Penalty: 3574.466797
	Iteration 54Q: 3 clusters Score -9057161 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -9057161.000000 Penalty: 3574.466797
	Iteration 55Q: 3 clusters Score -9057161 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -9057136.000000 Penalty: 3574.466797
	Iteration 56Q: 3 clusters Score -9057136 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -9057133.000000 Penalty: 3574.466797
	Iteration 57Q: 3 clusters Score -9057133 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -9057142.000000 Penalty: 3574.466797
	Iteration 58Q: 3 clusters Score -9057142 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -9057138.000000 Penalty: 3574.466797
	Iteration 59Q: 3 clusters Score -9057138 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -9057152.000000 Penalty: 3574.466797
	Iteration 60F: 3 clusters Score -9057152 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -9057143.000000 Penalty: 3574.466797
	Iteration 61Q: 3 clusters Score -9057143 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -9057145.000000 Penalty: 3574.466797
	Iteration 62Q: 3 clusters Score -9057145 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -9057158.000000 Penalty: 3574.466797
	Iteration 63Q: 3 clusters Score -9057158 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -9057138.000000 Penalty: 3574.466797
	Iteration 64Q: 3 clusters Score -9057138 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -9057163.000000 Penalty: 3574.466797
	Iteration 65Q: 3 clusters Score -9057163 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -9057157.000000 Penalty: 3574.466797
	Iteration 66Q: 3 clusters Score -9057157 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -9057130.000000 Penalty: 3574.466797
	Iteration 67Q: 3 clusters Score -9057130 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -9057123.000000 Penalty: 3574.466797
	Iteration 68Q: 3 clusters Score -9057123 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -9057129.000000 Penalty: 3574.466797
	Iteration 69Q: 3 clusters Score -9057129 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -9057127.000000 Penalty: 3574.466797
	Iteration 70Q: 3 clusters Score -9057127 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -9057128.000000 Penalty: 3574.466797
	Iteration 71Q: 3 clusters Score -9057128 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -9057118.000000 Penalty: 3574.466797
	Iteration 72Q: 3 clusters Score -9057118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -9057116.000000 Penalty: 3574.466797
	Iteration 73Q: 3 clusters Score -9057116 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -9057123.000000 Penalty: 3574.466797
	Iteration 74Q: 3 clusters Score -9057123 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -9057127.000000 Penalty: 3574.466797
	Iteration 75Q: 3 clusters Score -9057127 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -9057110.000000 Penalty: 3574.466797
	Iteration 76Q: 3 clusters Score -9057110 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -9057112.000000 Penalty: 3574.466797
	Iteration 77Q: 3 clusters Score -9057112 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -9057129.000000 Penalty: 3574.466797
	Iteration 78Q: 3 clusters Score -9057129 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -9057141.000000 Penalty: 3574.466797
	Iteration 79Q: 3 clusters Score -9057141 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -9057121.000000 Penalty: 3574.466797
	Iteration 80F: 3 clusters Score -9057121 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -9057112.000000 Penalty: 3574.466797
	Iteration 81Q: 3 clusters Score -9057112 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -9057084.000000 Penalty: 3574.466797
	Iteration 82Q: 3 clusters Score -9057084 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -9057068.000000 Penalty: 3574.466797
	Iteration 83Q: 3 clusters Score -9057068 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -9057060.000000 Penalty: 3574.466797
	Iteration 84Q: 3 clusters Score -9057060 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -9057052.000000 Penalty: 3574.466797
	Iteration 85Q: 3 clusters Score -9057052 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -9057015.000000 Penalty: 3574.466797
	Iteration 86Q: 3 clusters Score -9057015 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -9057033.000000 Penalty: 3574.466797
	Iteration 87Q: 3 clusters Score -9057033 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -9057026.000000 Penalty: 3574.466797
	Iteration 88Q: 3 clusters Score -9057026 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -9056957.000000 Penalty: 3574.466797
	Iteration 89Q: 3 clusters Score -9056957 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -9056943.000000 Penalty: 3574.466797
	Iteration 90Q: 3 clusters Score -9056943 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -9056927.000000 Penalty: 3574.466797
	Iteration 91Q: 3 clusters Score -9056927 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -9056925.000000 Penalty: 3574.466797
	Iteration 92Q: 3 clusters Score -9056925 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -9056920.000000 Penalty: 3574.466797
	Iteration 93Q: 3 clusters Score -9056920 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -9056919.000000 Penalty: 3574.466797
	Iteration 94Q: 3 clusters Score -9056919 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -9056894.000000 Penalty: 3574.466797
	Iteration 95Q: 3 clusters Score -9056894 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -9056872.000000 Penalty: 3574.466797
	Iteration 96Q: 3 clusters Score -9056872 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -9056859.000000 Penalty: 3574.466797
	Iteration 97Q: 3 clusters Score -9056859 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -9056848.000000 Penalty: 3574.466797
	Iteration 98Q: 3 clusters Score -9056848 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -9056850.000000 Penalty: 3574.466797
	Iteration 99Q: 3 clusters Score -9056850 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -9056821.000000 Penalty: 3574.466797
	Iteration 100F: 3 clusters Score -9056821 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -9056809.000000 Penalty: 3574.466797
	Iteration 101Q: 3 clusters Score -9056809 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -9056796.000000 Penalty: 3574.466797
	Iteration 102Q: 3 clusters Score -9056796 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -9056814.000000 Penalty: 3574.466797
	Iteration 103Q: 3 clusters Score -9056814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -9056829.000000 Penalty: 3574.466797
	Iteration 104Q: 3 clusters Score -9056829 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -9056798.000000 Penalty: 3574.466797
	Iteration 105Q: 3 clusters Score -9056798 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -9056834.000000 Penalty: 3574.466797
	Iteration 106Q: 3 clusters Score -9056834 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -9056803.000000 Penalty: 3574.466797
	Iteration 107Q: 3 clusters Score -9056803 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -9056803.000000 Penalty: 3574.466797
	Iteration 108Q: 3 clusters Score -9056803 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -9056812.000000 Penalty: 3574.466797
	Iteration 109Q: 3 clusters Score -9056812 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -9056778.000000 Penalty: 3574.466797
	Iteration 110Q: 3 clusters Score -9056778 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -9056775.000000 Penalty: 3574.466797
	Iteration 111Q: 3 clusters Score -9056775 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -9056762.000000 Penalty: 3574.466797
	Iteration 112Q: 3 clusters Score -9056762 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -9056709.000000 Penalty: 3574.466797
	Iteration 113Q: 3 clusters Score -9056709 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -9056710.000000 Penalty: 3574.466797
	Iteration 114Q: 3 clusters Score -9056710 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -9056695.000000 Penalty: 3574.466797
	Iteration 115Q: 3 clusters Score -9056695 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -9056687.000000 Penalty: 3574.466797
	Iteration 116Q: 3 clusters Score -9056687 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -9056643.000000 Penalty: 3574.466797
	Iteration 117Q: 3 clusters Score -9056643 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -9056634.000000 Penalty: 3574.466797
	Iteration 118Q: 3 clusters Score -9056634 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -9056619.000000 Penalty: 3574.466797
	Iteration 119Q: 3 clusters Score -9056619 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -9056589.000000 Penalty: 3574.466797
	Iteration 120F: 3 clusters Score -9056589 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -9056618.000000 Penalty: 3574.466797
	Iteration 121Q: 3 clusters Score -9056618 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -9056609.000000 Penalty: 3574.466797
	Iteration 122Q: 3 clusters Score -9056609 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -9056606.000000 Penalty: 3574.466797
	Iteration 123Q: 3 clusters Score -9056606 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -9056595.000000 Penalty: 3574.466797
	Iteration 124Q: 3 clusters Score -9056595 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -9056609.000000 Penalty: 3574.466797
	Iteration 125Q: 3 clusters Score -9056609 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -9056582.000000 Penalty: 3574.466797
	Iteration 126Q: 3 clusters Score -9056582 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -9056548.000000 Penalty: 3574.466797
	Iteration 127Q: 3 clusters Score -9056548 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -9056518.000000 Penalty: 3574.466797
	Iteration 128Q: 3 clusters Score -9056518 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -9056526.000000 Penalty: 3574.466797
	Iteration 129Q: 3 clusters Score -9056526 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -9056491.000000 Penalty: 3574.466797
	Iteration 130Q: 3 clusters Score -9056491 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -9056488.000000 Penalty: 3574.466797
	Iteration 131Q: 3 clusters Score -9056488 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -9056424.000000 Penalty: 3574.466797
	Iteration 132Q: 3 clusters Score -9056424 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -9056334.000000 Penalty: 3574.466797
	Iteration 133Q: 3 clusters Score -9056334 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -9056270.000000 Penalty: 3574.466797
	Iteration 134Q: 3 clusters Score -9056270 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -9056169.000000 Penalty: 3574.466797
	Iteration 135Q: 3 clusters Score -9056169 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -9056128.000000 Penalty: 3574.466797
	Iteration 136Q: 3 clusters Score -9056128 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -9055998.000000 Penalty: 3574.466797
	Iteration 137Q: 3 clusters Score -9055998 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -9055839.000000 Penalty: 3574.466797
	Iteration 138Q: 3 clusters Score -9055839 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -9055660.000000 Penalty: 3574.466797
	Iteration 139Q: 3 clusters Score -9055660 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -9055644.000000 Penalty: 3574.466797
	Iteration 140F: 3 clusters Score -9055644 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -9055593.000000 Penalty: 3574.466797
	Iteration 141Q: 3 clusters Score -9055593 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -9055547.000000 Penalty: 3574.466797
	Iteration 142Q: 3 clusters Score -9055547 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -9055564.000000 Penalty: 3574.466797
	Iteration 143Q: 3 clusters Score -9055564 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -9055643.000000 Penalty: 3574.466797
	Iteration 144Q: 3 clusters Score -9055643 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -9055770.000000 Penalty: 3574.466797
	Iteration 145Q: 3 clusters Score -9055770 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -9055841.000000 Penalty: 3574.466797
	Iteration 146Q: 3 clusters Score -9055841 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -9056026.000000 Penalty: 3574.466797
	Iteration 147Q: 3 clusters Score -9056026 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -9056268.000000 Penalty: 3574.466797
	Iteration 148Q: 3 clusters Score -9056268 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -9056509.000000 Penalty: 3574.466797
	Iteration 149Q: 3 clusters Score -9056509 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -9056843.000000 Penalty: 3574.466797
	Iteration 150Q: 3 clusters Score -9056843 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -9057094.000000 Penalty: 3574.466797
	Iteration 151Q: 3 clusters Score -9057094 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -9057299.000000 Penalty: 3574.466797
	Iteration 152Q: 3 clusters Score -9057299 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -9057489.000000 Penalty: 3574.466797
	Iteration 153Q: 3 clusters Score -9057489 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -9057797.000000 Penalty: 3574.466797
	Iteration 154Q: 3 clusters Score -9057797 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -9058063.000000 Penalty: 3574.466797
	Iteration 155Q: 3 clusters Score -9058063 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -9058359.000000 Penalty: 3574.466797
	Iteration 156Q: 3 clusters Score -9058359 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -9058587.000000 Penalty: 3574.466797
	Iteration 157Q: 3 clusters Score -9058587 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -9058859.000000 Penalty: 3574.466797
	Iteration 158Q: 3 clusters Score -9058859 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -9059029.000000 Penalty: 3574.466797
	Iteration 159Q: 3 clusters Score -9059029 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -9059176.000000 Penalty: 3574.466797
	Iteration 160F: 3 clusters Score -9059176 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -9059269.000000 Penalty: 3574.466797
	Iteration 161Q: 3 clusters Score -9059269 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -9059415.000000 Penalty: 3574.466797
	Iteration 162Q: 3 clusters Score -9059415 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -9059505.000000 Penalty: 3574.466797
	Iteration 163Q: 3 clusters Score -9059505 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -9059532.000000 Penalty: 3574.466797
	Iteration 164Q: 3 clusters Score -9059532 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -9059613.000000 Penalty: 3574.466797
	Iteration 165Q: 3 clusters Score -9059613 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -9059660.000000 Penalty: 3574.466797
	Iteration 166Q: 3 clusters Score -9059660 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -9059699.000000 Penalty: 3574.466797
	Iteration 167Q: 3 clusters Score -9059699 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -9059789.000000 Penalty: 3574.466797
	Iteration 168Q: 3 clusters Score -9059789 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -9059828.000000 Penalty: 3574.466797
	Iteration 169Q: 3 clusters Score -9059828 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -9059868.000000 Penalty: 3574.466797
	Iteration 170Q: 3 clusters Score -9059868 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -9059911.000000 Penalty: 3574.466797
	Iteration 171Q: 3 clusters Score -9059911 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -9059965.000000 Penalty: 3574.466797
	Iteration 172Q: 3 clusters Score -9059965 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -9059969.000000 Penalty: 3574.466797
	Iteration 173Q: 3 clusters Score -9059969 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -9059973.000000 Penalty: 3574.466797
	Iteration 174Q: 3 clusters Score -9059973 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -9060005.000000 Penalty: 3574.466797
	Iteration 175Q: 3 clusters Score -9060005 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -9060019.000000 Penalty: 3574.466797
	Iteration 176Q: 3 clusters Score -9060019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -9060010.000000 Penalty: 3574.466797
	Iteration 177Q: 3 clusters Score -9060010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -9060005.000000 Penalty: 3574.466797
	Iteration 178Q: 3 clusters Score -9060005 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -9060043.000000 Penalty: 3574.466797
	Iteration 179Q: 3 clusters Score -9060043 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -9060047.000000 Penalty: 3574.466797
	Iteration 180F: 3 clusters Score -9060047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -9060047.000000 Penalty: 3574.466797
	Iteration 181Q: 3 clusters Score -9060047 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -9060067.000000 Penalty: 3574.466797
	Iteration 182Q: 3 clusters Score -9060067 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -9060075.000000 Penalty: 3574.466797
	Iteration 183Q: 3 clusters Score -9060075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -9060101.000000 Penalty: 3574.466797
	Iteration 184Q: 3 clusters Score -9060101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -9060121.000000 Penalty: 3574.466797
	Iteration 185Q: 3 clusters Score -9060121 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -9060138.000000 Penalty: 3574.466797
	Iteration 186Q: 3 clusters Score -9060138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -9060141.000000 Penalty: 3574.466797
	Iteration 187Q: 3 clusters Score -9060141 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -9060166.000000 Penalty: 3574.466797
	Iteration 188Q: 3 clusters Score -9060166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -9060203.000000 Penalty: 3574.466797
	Iteration 189Q: 3 clusters Score -9060203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -9060212.000000 Penalty: 3574.466797
	Iteration 190Q: 3 clusters Score -9060212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -9060223.000000 Penalty: 3574.466797
	Iteration 191Q: 3 clusters Score -9060223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -9060222.000000 Penalty: 3574.466797
	Iteration 192Q: 3 clusters Score -9060222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -9060215.000000 Penalty: 3574.466797
	Iteration 193Q: 3 clusters Score -9060215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -9060235.000000 Penalty: 3574.466797
	Iteration 194Q: 3 clusters Score -9060235 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -9060225.000000 Penalty: 3574.466797
	Iteration 195Q: 3 clusters Score -9060225 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -9060262.000000 Penalty: 3574.466797
	Iteration 196Q: 3 clusters Score -9060262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -9060248.000000 Penalty: 3574.466797
	Iteration 197Q: 3 clusters Score -9060248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -9060263.000000 Penalty: 3574.466797
	Iteration 198Q: 3 clusters Score -9060263 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -9060281.000000 Penalty: 3574.466797
	Iteration 199Q: 3 clusters Score -9060281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -9060291.000000 Penalty: 3574.466797
	Iteration 200F: 3 clusters Score -9060291 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -9060309.000000 Penalty: 3574.466797
	Iteration 201Q: 3 clusters Score -9060309 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -9060308.000000 Penalty: 3574.466797
	Iteration 202Q: 3 clusters Score -9060308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -9060310.000000 Penalty: 3574.466797
	Iteration 203Q: 3 clusters Score -9060310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -9060317.000000 Penalty: 3574.466797
	Iteration 204Q: 3 clusters Score -9060317 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -9060322.000000 Penalty: 3574.466797
	Iteration 205Q: 3 clusters Score -9060322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -9060335.000000 Penalty: 3574.466797
	Iteration 206Q: 3 clusters Score -9060335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -9060341.000000 Penalty: 3574.466797
	Iteration 207Q: 3 clusters Score -9060341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -9060360.000000 Penalty: 3574.466797
	Iteration 208Q: 3 clusters Score -9060360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -9060360.000000 Penalty: 3574.466797
	Iteration 209Q: 3 clusters Score -9060360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -9060358.000000 Penalty: 3574.466797
	Iteration 210Q: 3 clusters Score -9060358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -9060358.000000 Penalty: 3574.466797
	Iteration 211Q: 3 clusters Score -9060358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -9060381.000000 Penalty: 3574.466797
	Iteration 212Q: 3 clusters Score -9060381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -9060375.000000 Penalty: 3574.466797
	Iteration 213Q: 3 clusters Score -9060375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -9060375.000000 Penalty: 3574.466797
	Iteration 214Q: 3 clusters Score -9060375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -9060395.000000 Penalty: 3574.466797
	Iteration 215Q: 3 clusters Score -9060395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -9060393.000000 Penalty: 3574.466797
	Iteration 216Q: 3 clusters Score -9060393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -9060383.000000 Penalty: 3574.466797
	Iteration 217Q: 3 clusters Score -9060383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -9060385.000000 Penalty: 3574.466797
	Iteration 218Q: 3 clusters Score -9060385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -9060388.000000 Penalty: 3574.466797
	Iteration 219Q: 3 clusters Score -9060388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -9060394.000000 Penalty: 3574.466797
	Iteration 220F: 3 clusters Score -9060394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -9060412.000000 Penalty: 3574.466797
	Iteration 221Q: 3 clusters Score -9060412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -9060420.000000 Penalty: 3574.466797
	Iteration 222Q: 3 clusters Score -9060420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -9060410.000000 Penalty: 3574.466797
	Iteration 223Q: 3 clusters Score -9060410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -9060404.000000 Penalty: 3574.466797
	Iteration 224Q: 3 clusters Score -9060404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -9060413.000000 Penalty: 3574.466797
	Iteration 225Q: 3 clusters Score -9060413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -9060430.000000 Penalty: 3574.466797
	Iteration 226Q: 3 clusters Score -9060430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -9060439.000000 Penalty: 3574.466797
	Iteration 227Q: 3 clusters Score -9060439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -9060458.000000 Penalty: 3574.466797
	Iteration 228Q: 3 clusters Score -9060458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -9060455.000000 Penalty: 3574.466797
	Iteration 229Q: 3 clusters Score -9060455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -9060461.000000 Penalty: 3574.466797
	Iteration 230Q: 3 clusters Score -9060461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -9060461.000000 Penalty: 3574.466797
	Iteration 231Q: 3 clusters Score -9060461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -9060465.000000 Penalty: 3574.466797
	Iteration 232Q: 3 clusters Score -9060465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -9060473.000000 Penalty: 3574.466797
	Iteration 233Q: 3 clusters Score -9060473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -9060469.000000 Penalty: 3574.466797
	Iteration 234Q: 3 clusters Score -9060469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -9060464.000000 Penalty: 3574.466797
	Iteration 235Q: 3 clusters Score -9060464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -9060472.000000 Penalty: 3574.466797
	Iteration 236Q: 3 clusters Score -9060472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -9060465.000000 Penalty: 3574.466797
	Iteration 237Q: 3 clusters Score -9060465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -9060468.000000 Penalty: 3574.466797
	Iteration 238Q: 3 clusters Score -9060468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -9060471.000000 Penalty: 3574.466797
	Iteration 239Q: 3 clusters Score -9060471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -9060470.000000 Penalty: 3574.466797
	Iteration 240F: 3 clusters Score -9060470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -9060475.000000 Penalty: 3574.466797
	Iteration 241Q: 3 clusters Score -9060475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -9060480.000000 Penalty: 3574.466797
	Iteration 242Q: 3 clusters Score -9060480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -9060483.000000 Penalty: 3574.466797
	Iteration 243Q: 3 clusters Score -9060483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -9060479.000000 Penalty: 3574.466797
	Iteration 244Q: 3 clusters Score -9060479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -9060478.000000 Penalty: 3574.466797
	Iteration 245Q: 3 clusters Score -9060478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -9060489.000000 Penalty: 3574.466797
	Iteration 246Q: 3 clusters Score -9060489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -9060481.000000 Penalty: 3574.466797
	Iteration 247Q: 3 clusters Score -9060481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -9060481.000000 Penalty: 3574.466797
	Iteration 248F: 3 clusters Score -9060481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 32740 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26745 members 
Mstep: Class 22 contains 17921 members 
Mstep: Class 23 contains 17242 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Mstep: Class 47 contains 4830 members 
Mstep: Class 48 contains 1455 members 
Mstep: Class 49 contains 6879 members 
Mstep: Class 50 contains 27036 members 
Entering Unmasked Estep 
Score: -85710560.000000 Penalty: 108118.789062
Splitting cluster 17 changes total score from -85581216.000000 to -85710560.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 18 (3095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Entering Unmasked Estep 
Score: -416826.500000 Penalty: 1306.100830
	Iteration 0F: 2 clusters Score -416826.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -414164.312500 Penalty: 2612.201660
	Iteration 0F: 3 clusters Score -414164.3 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -415217.781250 Penalty: 2612.201660
	Iteration 1F: 3 clusters Score -415217.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -415679.593750 Penalty: 2612.201660
	Iteration 2F: 3 clusters Score -415679.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -416062.656250 Penalty: 2612.201660
	Iteration 3F: 3 clusters Score -416062.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -416358.218750 Penalty: 2612.201660
	Iteration 4F: 3 clusters Score -416358.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -416577.062500 Penalty: 2612.201660
	Iteration 5F: 3 clusters Score -416577.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -416730.687500 Penalty: 2612.201660
	Iteration 6Q: 3 clusters Score -416730.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -416847.375000 Penalty: 2612.201660
	Iteration 7Q: 3 clusters Score -416847.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -416922.656250 Penalty: 2612.201660
	Iteration 8Q: 3 clusters Score -416922.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -416988.406250 Penalty: 2612.201660
	Iteration 9Q: 3 clusters Score -416988.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -417044.625000 Penalty: 2612.201660
	Iteration 10Q: 3 clusters Score -417044.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -417093.718750 Penalty: 2612.201660
	Iteration 11Q: 3 clusters Score -417093.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -417109.718750 Penalty: 2612.201660
	Iteration 12Q: 3 clusters Score -417109.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -417117.187500 Penalty: 2612.201660
	Iteration 13Q: 3 clusters Score -417117.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -417119.843750 Penalty: 2612.201660
	Iteration 14Q: 3 clusters Score -417119.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -417122.250000 Penalty: 2612.201660
	Iteration 15Q: 3 clusters Score -417122.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -417124.906250 Penalty: 2612.201660
	Iteration 16Q: 3 clusters Score -417124.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -417126.781250 Penalty: 2612.201660
	Iteration 17Q: 3 clusters Score -417126.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -417128.093750 Penalty: 2612.201660
	Iteration 18Q: 3 clusters Score -417128.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -417130.000000 Penalty: 2612.201660
	Iteration 19Q: 3 clusters Score -417130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -417132.031250 Penalty: 2612.201660
	Iteration 20F: 3 clusters Score -417132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -417133.593750 Penalty: 2612.201660
	Iteration 21Q: 3 clusters Score -417133.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -417133.500000 Penalty: 2612.201660
	Iteration 22Q: 3 clusters Score -417133.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -417133.500000 Penalty: 2612.201660
	Iteration 23F: 3 clusters Score -417133.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 32740 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26745 members 
Mstep: Class 22 contains 17921 members 
Mstep: Class 23 contains 17242 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Mstep: Class 47 contains 4830 members 
Mstep: Class 48 contains 1455 members 
Mstep: Class 49 contains 6879 members 
Mstep: Class 50 contains 27036 members 
Mstep: Class 51 contains 1400 members 
Entering Unmasked Estep 
Score: -85710088.000000 Penalty: 110281.164062
Splitting cluster 18 changes total score from -85581216.000000 to -85710088.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 19 (8247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Entering Unmasked Estep 
Score: -1089024.375000 Penalty: 1465.360840
	Iteration 0F: 2 clusters Score -1089024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1083053.000000 Penalty: 2930.721680
	Iteration 0F: 3 clusters Score -1083053 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1085323.500000 Penalty: 2930.721680
	Iteration 1F: 3 clusters Score -1085324 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1085927.250000 Penalty: 2930.721680
	Iteration 2F: 3 clusters Score -1085927 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1086583.500000 Penalty: 2930.721680
	Iteration 3F: 3 clusters Score -1086584 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1087412.250000 Penalty: 2930.721680
	Iteration 4F: 3 clusters Score -1087412 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1088192.625000 Penalty: 2930.721680
	Iteration 5F: 3 clusters Score -1088193 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1088805.625000 Penalty: 2930.721680
	Iteration 6F: 3 clusters Score -1088806 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1089228.250000 Penalty: 2930.721680
	Iteration 7F: 3 clusters Score -1089228 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1089490.250000 Penalty: 2930.721680
	Iteration 8Q: 3 clusters Score -1089490 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1089633.625000 Penalty: 2930.721680
	Iteration 9Q: 3 clusters Score -1089634 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1089708.625000 Penalty: 2930.721680
	Iteration 10Q: 3 clusters Score -1089709 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1089774.375000 Penalty: 2930.721680
	Iteration 11Q: 3 clusters Score -1089774 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1089822.125000 Penalty: 2930.721680
	Iteration 12Q: 3 clusters Score -1089822 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1089848.625000 Penalty: 2930.721680
	Iteration 13Q: 3 clusters Score -1089849 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1089869.625000 Penalty: 2930.721680
	Iteration 14Q: 3 clusters Score -1089870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1089882.250000 Penalty: 2930.721680
	Iteration 15Q: 3 clusters Score -1089882 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1089894.375000 Penalty: 2930.721680
	Iteration 16Q: 3 clusters Score -1089894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1089899.125000 Penalty: 2930.721680
	Iteration 17Q: 3 clusters Score -1089899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1089906.250000 Penalty: 2930.721680
	Iteration 18Q: 3 clusters Score -1089906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1089915.250000 Penalty: 2930.721680
	Iteration 19Q: 3 clusters Score -1089915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1089917.250000 Penalty: 2930.721680
	Iteration 20F: 3 clusters Score -1089917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1089923.500000 Penalty: 2930.721680
	Iteration 21Q: 3 clusters Score -1089924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1089925.500000 Penalty: 2930.721680
	Iteration 22Q: 3 clusters Score -1089926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1089927.750000 Penalty: 2930.721680
	Iteration 23Q: 3 clusters Score -1089928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1089930.625000 Penalty: 2930.721680
	Iteration 24Q: 3 clusters Score -1089931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1089931.875000 Penalty: 2930.721680
	Iteration 25Q: 3 clusters Score -1089932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1089935.750000 Penalty: 2930.721680
	Iteration 26Q: 3 clusters Score -1089936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1089935.625000 Penalty: 2930.721680
	Iteration 27Q: 3 clusters Score -1089936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1089936.625000 Penalty: 2930.721680
	Iteration 28Q: 3 clusters Score -1089937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1089940.125000 Penalty: 2930.721680
	Iteration 29Q: 3 clusters Score -1089940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1089940.250000 Penalty: 2930.721680
	Iteration 30Q: 3 clusters Score -1089940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1089941.000000 Penalty: 2930.721680
	Iteration 31Q: 3 clusters Score -1089941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1089941.875000 Penalty: 2930.721680
	Iteration 32Q: 3 clusters Score -1089942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1089942.500000 Penalty: 2930.721680
	Iteration 33Q: 3 clusters Score -1089942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1089944.125000 Penalty: 2930.721680
	Iteration 34Q: 3 clusters Score -1089944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1089943.375000 Penalty: 2930.721680
	Iteration 35Q: 3 clusters Score -1089943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1089944.125000 Penalty: 2930.721680
	Iteration 36Q: 3 clusters Score -1089944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1089944.125000 Penalty: 2930.721680
	Iteration 37F: 3 clusters Score -1089944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 32740 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26745 members 
Mstep: Class 22 contains 17921 members 
Mstep: Class 23 contains 17242 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Mstep: Class 47 contains 4830 members 
Mstep: Class 48 contains 1455 members 
Mstep: Class 49 contains 6879 members 
Mstep: Class 50 contains 27036 members 
Mstep: Class 51 contains 1400 members 
Mstep: Class 52 contains 3078 members 
Entering Unmasked Estep 
Score: -85710112.000000 Penalty: 112443.539062
Splitting cluster 19 changes total score from -85581216.000000 to -85710112.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 20 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -22986.142578 Penalty: 874.233276
	Iteration 0F: 2 clusters Score -22986.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22346.511719 Penalty: 1748.466553
	Iteration 0F: 3 clusters Score -22346.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22504.916016 Penalty: 1748.466553
	Iteration 1F: 3 clusters Score -22504.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22613.355469 Penalty: 1748.466553
	Iteration 2F: 3 clusters Score -22613.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22683.673828 Penalty: 1748.466553
	Iteration 3F: 3 clusters Score -22683.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22729.408203 Penalty: 1748.466553
	Iteration 4Q: 3 clusters Score -22729.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22754.908203 Penalty: 1748.466553
	Iteration 5Q: 3 clusters Score -22754.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22782.117188 Penalty: 1748.466553
	Iteration 6Q: 3 clusters Score -22782.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22800.126953 Penalty: 1748.466553
	Iteration 7Q: 3 clusters Score -22800.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22826.794922 Penalty: 1748.466553
	Iteration 8Q: 3 clusters Score -22826.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22889.007812 Penalty: 1748.466553
	Iteration 9Q: 3 clusters Score -22889.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22921.667969 Penalty: 1748.466553
	Iteration 10Q: 3 clusters Score -22921.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23021.537109 Penalty: 1748.466553
	Iteration 11Q: 3 clusters Score -23021.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23085.439453 Penalty: 1748.466553
	Iteration 12Q: 3 clusters Score -23085.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23102.757812 Penalty: 1748.466553
	Iteration 13Q: 3 clusters Score -23102.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23142.482422 Penalty: 1748.466553
	Iteration 14Q: 3 clusters Score -23142.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23173.453125 Penalty: 1748.466553
	Iteration 15Q: 3 clusters Score -23173.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23204.070312 Penalty: 1748.466553
	Iteration 16Q: 3 clusters Score -23204.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23290.085938 Penalty: 1748.466553
	Iteration 17Q: 3 clusters Score -23290.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23324.845703 Penalty: 1748.466553
	Iteration 18Q: 3 clusters Score -23324.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23324.845703 Penalty: 1748.466553
	Iteration 19F: 3 clusters Score -23324.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 32740 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 26745 members 
Mstep: Class 22 contains 17921 members 
Mstep: Class 23 contains 17242 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Mstep: Class 47 contains 4830 members 
Mstep: Class 48 contains 1455 members 
Mstep: Class 49 contains 6879 members 
Mstep: Class 50 contains 27036 members 
Mstep: Class 51 contains 1400 members 
Mstep: Class 52 contains 3078 members 
Mstep: Class 53 contains 145 members 
Entering Unmasked Estep 
Score: -85709152.000000 Penalty: 114605.914062
Splitting cluster 20 changes total score from -85581216.000000 to -85709152.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 21 (26745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Entering Unmasked Estep 
Score: -3741419.750000 Penalty: 1656.541748
	Iteration 0F: 2 clusters Score -3741420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -3725684.500000 Penalty: 3313.083496
	Iteration 0F: 3 clusters Score -3725684 nChanged 12306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -3733011.500000 Penalty: 3313.083496
	Iteration 1F: 3 clusters Score -3733012 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -3734428.500000 Penalty: 3313.083496
	Iteration 2F: 3 clusters Score -3734428 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -3736492.500000 Penalty: 3313.083496
	Iteration 3F: 3 clusters Score -3736492 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -3738749.250000 Penalty: 3313.083496
	Iteration 4F: 3 clusters Score -3738749 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -3740362.000000 Penalty: 3313.083496
	Iteration 5F: 3 clusters Score -3740362 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -3741130.000000 Penalty: 3313.083496
	Iteration 6F: 3 clusters Score -3741130 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -3741495.750000 Penalty: 3313.083496
	Iteration 7Q: 3 clusters Score -3741496 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -3741657.250000 Penalty: 3313.083496
	Iteration 8Q: 3 clusters Score -3741657 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -3741765.500000 Penalty: 3313.083496
	Iteration 9Q: 3 clusters Score -3741766 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -3741830.500000 Penalty: 3313.083496
	Iteration 10Q: 3 clusters Score -3741830 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -3741884.750000 Penalty: 3313.083496
	Iteration 11Q: 3 clusters Score -3741885 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3741944.000000 Penalty: 3313.083496
	Iteration 12Q: 3 clusters Score -3741944 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -3741955.250000 Penalty: 3313.083496
	Iteration 13Q: 3 clusters Score -3741955 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -3741964.250000 Penalty: 3313.083496
	Iteration 14Q: 3 clusters Score -3741964 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -3741966.000000 Penalty: 3313.083496
	Iteration 15Q: 3 clusters Score -3741966 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -3741969.250000 Penalty: 3313.083496
	Iteration 16Q: 3 clusters Score -3741969 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -3741973.250000 Penalty: 3313.083496
	Iteration 17Q: 3 clusters Score -3741973 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -3741960.500000 Penalty: 3313.083496
	Iteration 18Q: 3 clusters Score -3741960 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -3741956.250000 Penalty: 3313.083496
	Iteration 19Q: 3 clusters Score -3741956 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -3741963.500000 Penalty: 3313.083496
	Iteration 20F: 3 clusters Score -3741964 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -3741972.000000 Penalty: 3313.083496
	Iteration 21Q: 3 clusters Score -3741972 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -3741965.750000 Penalty: 3313.083496
	Iteration 22Q: 3 clusters Score -3741966 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -3741960.250000 Penalty: 3313.083496
	Iteration 23Q: 3 clusters Score -3741960 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -3741950.750000 Penalty: 3313.083496
	Iteration 24Q: 3 clusters Score -3741951 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -3741950.000000 Penalty: 3313.083496
	Iteration 25Q: 3 clusters Score -3741950 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -3741946.000000 Penalty: 3313.083496
	Iteration 26Q: 3 clusters Score -3741946 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -3741930.250000 Penalty: 3313.083496
	Iteration 27Q: 3 clusters Score -3741930 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -3741929.500000 Penalty: 3313.083496
	Iteration 28Q: 3 clusters Score -3741930 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -3741935.000000 Penalty: 3313.083496
	Iteration 29Q: 3 clusters Score -3741935 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -3741933.000000 Penalty: 3313.083496
	Iteration 30Q: 3 clusters Score -3741933 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3741926.000000 Penalty: 3313.083496
	Iteration 31Q: 3 clusters Score -3741926 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -3741940.500000 Penalty: 3313.083496
	Iteration 32Q: 3 clusters Score -3741940 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -3741916.750000 Penalty: 3313.083496
	Iteration 33Q: 3 clusters Score -3741917 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -3741914.750000 Penalty: 3313.083496
	Iteration 34Q: 3 clusters Score -3741915 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -3741915.250000 Penalty: 3313.083496
	Iteration 35Q: 3 clusters Score -3741915 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -3741908.750000 Penalty: 3313.083496
	Iteration 36Q: 3 clusters Score -3741909 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -3741906.000000 Penalty: 3313.083496
	Iteration 37Q: 3 clusters Score -3741906 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -3741920.000000 Penalty: 3313.083496
	Iteration 38Q: 3 clusters Score -3741920 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3741918.000000 Penalty: 3313.083496
	Iteration 39Q: 3 clusters Score -3741918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3741902.750000 Penalty: 3313.083496
	Iteration 40F: 3 clusters Score -3741903 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -3741891.000000 Penalty: 3313.083496
	Iteration 41Q: 3 clusters Score -3741891 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3741890.250000 Penalty: 3313.083496
	Iteration 42Q: 3 clusters Score -3741890 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3741878.500000 Penalty: 3313.083496
	Iteration 43Q: 3 clusters Score -3741878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -3741862.000000 Penalty: 3313.083496
	Iteration 44Q: 3 clusters Score -3741862 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3741860.250000 Penalty: 3313.083496
	Iteration 45Q: 3 clusters Score -3741860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -3741861.250000 Penalty: 3313.083496
	Iteration 46Q: 3 clusters Score -3741861 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3741859.750000 Penalty: 3313.083496
	Iteration 47Q: 3 clusters Score -3741860 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -3741857.000000 Penalty: 3313.083496
	Iteration 48Q: 3 clusters Score -3741857 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3741847.250000 Penalty: 3313.083496
	Iteration 49Q: 3 clusters Score -3741847 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -3741853.750000 Penalty: 3313.083496
	Iteration 50Q: 3 clusters Score -3741854 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -3741849.750000 Penalty: 3313.083496
	Iteration 51Q: 3 clusters Score -3741850 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3741845.500000 Penalty: 3313.083496
	Iteration 52Q: 3 clusters Score -3741846 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3741841.750000 Penalty: 3313.083496
	Iteration 53Q: 3 clusters Score -3741842 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -3741835.000000 Penalty: 3313.083496
	Iteration 54Q: 3 clusters Score -3741835 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -3741825.250000 Penalty: 3313.083496
	Iteration 55Q: 3 clusters Score -3741825 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3741810.250000 Penalty: 3313.083496
	Iteration 56Q: 3 clusters Score -3741810 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3741802.000000 Penalty: 3313.083496
	Iteration 57Q: 3 clusters Score -3741802 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -3741790.250000 Penalty: 3313.083496
	Iteration 58Q: 3 clusters Score -3741790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -3741789.000000 Penalty: 3313.083496
	Iteration 59Q: 3 clusters Score -3741789 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3741796.000000 Penalty: 3313.083496
	Iteration 60F: 3 clusters Score -3741796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3741800.000000 Penalty: 3313.083496
	Iteration 61Q: 3 clusters Score -3741800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -3741804.000000 Penalty: 3313.083496
	Iteration 62Q: 3 clusters Score -3741804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -3741790.500000 Penalty: 3313.083496
	Iteration 63Q: 3 clusters Score -3741790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3741780.000000 Penalty: 3313.083496
	Iteration 64Q: 3 clusters Score -3741780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3741781.000000 Penalty: 3313.083496
	Iteration 65Q: 3 clusters Score -3741781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3741778.250000 Penalty: 3313.083496
	Iteration 66Q: 3 clusters Score -3741778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3741772.750000 Penalty: 3313.083496
	Iteration 67Q: 3 clusters Score -3741773 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3741772.750000 Penalty: 3313.083496
	Iteration 68Q: 3 clusters Score -3741773 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3741773.000000 Penalty: 3313.083496
	Iteration 69Q: 3 clusters Score -3741773 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3741770.000000 Penalty: 3313.083496
	Iteration 70Q: 3 clusters Score -3741770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3741769.750000 Penalty: 3313.083496
	Iteration 71Q: 3 clusters Score -3741770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3741765.750000 Penalty: 3313.083496
	Iteration 72Q: 3 clusters Score -3741766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3741768.250000 Penalty: 3313.083496
	Iteration 73Q: 3 clusters Score -3741768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3741770.250000 Penalty: 3313.083496
	Iteration 74Q: 3 clusters Score -3741770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -3741755.250000 Penalty: 3313.083496
	Iteration 75Q: 3 clusters Score -3741755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3741755.000000 Penalty: 3313.083496
	Iteration 76Q: 3 clusters Score -3741755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3741747.250000 Penalty: 3313.083496
	Iteration 77Q: 3 clusters Score -3741747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3741747.500000 Penalty: 3313.083496
	Iteration 78Q: 3 clusters Score -3741748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3741745.250000 Penalty: 3313.083496
	Iteration 79Q: 3 clusters Score -3741745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3741748.500000 Penalty: 3313.083496
	Iteration 80F: 3 clusters Score -3741748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3741749.000000 Penalty: 3313.083496
	Iteration 81Q: 3 clusters Score -3741749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3741748.000000 Penalty: 3313.083496
	Iteration 82Q: 3 clusters Score -3741748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3741748.000000 Penalty: 3313.083496
	Iteration 83Q: 3 clusters Score -3741748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3741749.000000 Penalty: 3313.083496
	Iteration 84Q: 3 clusters Score -3741749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3741743.500000 Penalty: 3313.083496
	Iteration 85Q: 3 clusters Score -3741744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3741741.250000 Penalty: 3313.083496
	Iteration 86Q: 3 clusters Score -3741741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3741741.250000 Penalty: 3313.083496
	Iteration 87Q: 3 clusters Score -3741741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3741741.000000 Penalty: 3313.083496
	Iteration 88Q: 3 clusters Score -3741741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3741740.000000 Penalty: 3313.083496
	Iteration 89Q: 3 clusters Score -3741740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3741740.000000 Penalty: 3313.083496
	Iteration 90F: 3 clusters Score -3741740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 32740 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 23855 members 
Mstep: Class 22 contains 17921 members 
Mstep: Class 23 contains 17242 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Mstep: Class 47 contains 4830 members 
Mstep: Class 48 contains 1455 members 
Mstep: Class 49 contains 6879 members 
Mstep: Class 50 contains 27036 members 
Mstep: Class 51 contains 1400 members 
Mstep: Class 52 contains 3078 members 
Mstep: Class 53 contains 145 members 
Mstep: Class 54 contains 2890 members 
Entering Unmasked Estep 
Score: -85709328.000000 Penalty: 116768.289062
Splitting cluster 21 changes total score from -85581216.000000 to -85709328.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 22 (17921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Entering Unmasked Estep 
Score: -2697257.750000 Penalty: 1591.480957
	Iteration 0F: 2 clusters Score -2697258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2685106.000000 Penalty: 3182.961914
	Iteration 0F: 3 clusters Score -2685106 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2689979.250000 Penalty: 3182.961914
	Iteration 1F: 3 clusters Score -2689979 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2691711.250000 Penalty: 3182.961914
	Iteration 2F: 3 clusters Score -2691711 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2696628.750000 Penalty: 3182.961914
	Iteration 3F: 3 clusters Score -2696629 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2700986.500000 Penalty: 3182.961914
	Iteration 4F: 3 clusters Score -2700986 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2702658.750000 Penalty: 3182.961914
	Iteration 5F: 3 clusters Score -2702659 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2703215.000000 Penalty: 3182.961914
	Iteration 6Q: 3 clusters Score -2703215 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2703410.500000 Penalty: 3182.961914
	Iteration 7Q: 3 clusters Score -2703410 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2703469.000000 Penalty: 3182.961914
	Iteration 8Q: 3 clusters Score -2703469 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2703508.000000 Penalty: 3182.961914
	Iteration 9Q: 3 clusters Score -2703508 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2703525.250000 Penalty: 3182.961914
	Iteration 10Q: 3 clusters Score -2703525 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2703531.000000 Penalty: 3182.961914
	Iteration 11Q: 3 clusters Score -2703531 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2703539.500000 Penalty: 3182.961914
	Iteration 12Q: 3 clusters Score -2703540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2703546.500000 Penalty: 3182.961914
	Iteration 13Q: 3 clusters Score -2703546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2703561.250000 Penalty: 3182.961914
	Iteration 14Q: 3 clusters Score -2703561 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2703572.000000 Penalty: 3182.961914
	Iteration 15Q: 3 clusters Score -2703572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2703579.000000 Penalty: 3182.961914
	Iteration 16Q: 3 clusters Score -2703579 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2703589.000000 Penalty: 3182.961914
	Iteration 17Q: 3 clusters Score -2703589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2703588.750000 Penalty: 3182.961914
	Iteration 18Q: 3 clusters Score -2703589 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2703597.250000 Penalty: 3182.961914
	Iteration 19Q: 3 clusters Score -2703597 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2703615.750000 Penalty: 3182.961914
	Iteration 20F: 3 clusters Score -2703616 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2703634.750000 Penalty: 3182.961914
	Iteration 21Q: 3 clusters Score -2703635 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2703670.000000 Penalty: 3182.961914
	Iteration 22Q: 3 clusters Score -2703670 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2703702.250000 Penalty: 3182.961914
	Iteration 23Q: 3 clusters Score -2703702 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2703749.500000 Penalty: 3182.961914
	Iteration 24Q: 3 clusters Score -2703750 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2703806.500000 Penalty: 3182.961914
	Iteration 25Q: 3 clusters Score -2703806 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2703877.250000 Penalty: 3182.961914
	Iteration 26Q: 3 clusters Score -2703877 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2703962.250000 Penalty: 3182.961914
	Iteration 27Q: 3 clusters Score -2703962 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2704031.000000 Penalty: 3182.961914
	Iteration 28Q: 3 clusters Score -2704031 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2704068.250000 Penalty: 3182.961914
	Iteration 29Q: 3 clusters Score -2704068 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2704085.500000 Penalty: 3182.961914
	Iteration 30Q: 3 clusters Score -2704086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2704101.250000 Penalty: 3182.961914
	Iteration 31Q: 3 clusters Score -2704101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2704106.250000 Penalty: 3182.961914
	Iteration 32Q: 3 clusters Score -2704106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2704118.500000 Penalty: 3182.961914
	Iteration 33Q: 3 clusters Score -2704118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2704120.250000 Penalty: 3182.961914
	Iteration 34Q: 3 clusters Score -2704120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2704117.750000 Penalty: 3182.961914
	Iteration 35Q: 3 clusters Score -2704118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2704121.250000 Penalty: 3182.961914
	Iteration 36Q: 3 clusters Score -2704121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2704120.750000 Penalty: 3182.961914
	Iteration 37Q: 3 clusters Score -2704121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2704127.500000 Penalty: 3182.961914
	Iteration 38Q: 3 clusters Score -2704128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2704128.500000 Penalty: 3182.961914
	Iteration 39Q: 3 clusters Score -2704128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2704133.000000 Penalty: 3182.961914
	Iteration 40F: 3 clusters Score -2704133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2704130.500000 Penalty: 3182.961914
	Iteration 41Q: 3 clusters Score -2704130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2704130.750000 Penalty: 3182.961914
	Iteration 42Q: 3 clusters Score -2704131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2704132.750000 Penalty: 3182.961914
	Iteration 43Q: 3 clusters Score -2704133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2704133.250000 Penalty: 3182.961914
	Iteration 44Q: 3 clusters Score -2704133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2704135.500000 Penalty: 3182.961914
	Iteration 45Q: 3 clusters Score -2704136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2704135.500000 Penalty: 3182.961914
	Iteration 46F: 3 clusters Score -2704136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 32740 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 23855 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 17242 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Mstep: Class 47 contains 4830 members 
Mstep: Class 48 contains 1455 members 
Mstep: Class 49 contains 6879 members 
Mstep: Class 50 contains 27036 members 
Mstep: Class 51 contains 1400 members 
Mstep: Class 52 contains 3078 members 
Mstep: Class 53 contains 145 members 
Mstep: Class 54 contains 2890 members 
Mstep: Class 55 contains 14976 members 
Entering Unmasked Estep 
Score: -85715408.000000 Penalty: 118930.664062
Splitting cluster 22 changes total score from -85581216.000000 to -85715408.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 23 (17242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Entering Unmasked Estep 
Score: -2472431.750000 Penalty: 1585.204224
	Iteration 0F: 2 clusters Score -2472432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2460845.000000 Penalty: 3170.408447
	Iteration 0F: 3 clusters Score -2460845 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2466240.750000 Penalty: 3170.408447
	Iteration 1F: 3 clusters Score -2466241 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2468618.500000 Penalty: 3170.408447
	Iteration 2F: 3 clusters Score -2468618 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2471198.750000 Penalty: 3170.408447
	Iteration 3F: 3 clusters Score -2471199 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2472885.000000 Penalty: 3170.408447
	Iteration 4F: 3 clusters Score -2472885 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2473704.000000 Penalty: 3170.408447
	Iteration 5F: 3 clusters Score -2473704 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2474074.750000 Penalty: 3170.408447
	Iteration 6Q: 3 clusters Score -2474075 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2474296.000000 Penalty: 3170.408447
	Iteration 7Q: 3 clusters Score -2474296 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2474417.500000 Penalty: 3170.408447
	Iteration 8Q: 3 clusters Score -2474418 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2474505.750000 Penalty: 3170.408447
	Iteration 9Q: 3 clusters Score -2474506 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2474569.250000 Penalty: 3170.408447
	Iteration 10Q: 3 clusters Score -2474569 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2474616.250000 Penalty: 3170.408447
	Iteration 11Q: 3 clusters Score -2474616 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2474633.750000 Penalty: 3170.408447
	Iteration 12Q: 3 clusters Score -2474634 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2474647.500000 Penalty: 3170.408447
	Iteration 13Q: 3 clusters Score -2474648 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2474671.500000 Penalty: 3170.408447
	Iteration 14Q: 3 clusters Score -2474672 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2474687.000000 Penalty: 3170.408447
	Iteration 15Q: 3 clusters Score -2474687 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2474688.250000 Penalty: 3170.408447
	Iteration 16Q: 3 clusters Score -2474688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2474686.000000 Penalty: 3170.408447
	Iteration 17Q: 3 clusters Score -2474686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2474685.250000 Penalty: 3170.408447
	Iteration 18Q: 3 clusters Score -2474685 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2474693.500000 Penalty: 3170.408447
	Iteration 19Q: 3 clusters Score -2474694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2474697.750000 Penalty: 3170.408447
	Iteration 20F: 3 clusters Score -2474698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2474698.750000 Penalty: 3170.408447
	Iteration 21Q: 3 clusters Score -2474699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2474706.250000 Penalty: 3170.408447
	Iteration 22Q: 3 clusters Score -2474706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2474709.250000 Penalty: 3170.408447
	Iteration 23Q: 3 clusters Score -2474709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2474707.500000 Penalty: 3170.408447
	Iteration 24Q: 3 clusters Score -2474708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2474710.250000 Penalty: 3170.408447
	Iteration 25Q: 3 clusters Score -2474710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2474711.000000 Penalty: 3170.408447
	Iteration 26Q: 3 clusters Score -2474711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2474712.250000 Penalty: 3170.408447
	Iteration 27Q: 3 clusters Score -2474712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2474714.750000 Penalty: 3170.408447
	Iteration 28Q: 3 clusters Score -2474715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2474716.500000 Penalty: 3170.408447
	Iteration 29Q: 3 clusters Score -2474716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2474714.750000 Penalty: 3170.408447
	Iteration 30Q: 3 clusters Score -2474715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2474714.000000 Penalty: 3170.408447
	Iteration 31Q: 3 clusters Score -2474714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2474718.500000 Penalty: 3170.408447
	Iteration 32Q: 3 clusters Score -2474718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2474723.500000 Penalty: 3170.408447
	Iteration 33Q: 3 clusters Score -2474724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2474720.250000 Penalty: 3170.408447
	Iteration 34Q: 3 clusters Score -2474720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2474718.750000 Penalty: 3170.408447
	Iteration 35Q: 3 clusters Score -2474719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2474726.000000 Penalty: 3170.408447
	Iteration 36Q: 3 clusters Score -2474726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2474724.250000 Penalty: 3170.408447
	Iteration 37Q: 3 clusters Score -2474724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2474723.750000 Penalty: 3170.408447
	Iteration 38Q: 3 clusters Score -2474724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2474714.250000 Penalty: 3170.408447
	Iteration 39Q: 3 clusters Score -2474714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2474716.250000 Penalty: 3170.408447
	Iteration 40F: 3 clusters Score -2474716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2474714.500000 Penalty: 3170.408447
	Iteration 41Q: 3 clusters Score -2474714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2474712.250000 Penalty: 3170.408447
	Iteration 42Q: 3 clusters Score -2474712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2474715.250000 Penalty: 3170.408447
	Iteration 43Q: 3 clusters Score -2474715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2474712.500000 Penalty: 3170.408447
	Iteration 44Q: 3 clusters Score -2474712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2474713.250000 Penalty: 3170.408447
	Iteration 45Q: 3 clusters Score -2474713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2474712.000000 Penalty: 3170.408447
	Iteration 46Q: 3 clusters Score -2474712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2474710.500000 Penalty: 3170.408447
	Iteration 47Q: 3 clusters Score -2474710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2474713.250000 Penalty: 3170.408447
	Iteration 48Q: 3 clusters Score -2474713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2474713.250000 Penalty: 3170.408447
	Iteration 49F: 3 clusters Score -2474713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 32740 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 23855 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 4610 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Mstep: Class 47 contains 4830 members 
Mstep: Class 48 contains 1455 members 
Mstep: Class 49 contains 6879 members 
Mstep: Class 50 contains 27036 members 
Mstep: Class 51 contains 1400 members 
Mstep: Class 52 contains 3078 members 
Mstep: Class 53 contains 145 members 
Mstep: Class 54 contains 2890 members 
Mstep: Class 55 contains 14976 members 
Mstep: Class 56 contains 12632 members 
Entering Unmasked Estep 
Score: -85716352.000000 Penalty: 121093.039062
Splitting cluster 23 changes total score from -85581216.000000 to -85716352.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 24 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -219150.250000 Penalty: 1200.904541
	Iteration 0F: 2 clusters Score -219150.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -217356.718750 Penalty: 2401.809082
	Iteration 0F: 3 clusters Score -217356.7 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -217901.968750 Penalty: 2401.809082
	Iteration 1F: 3 clusters Score -217902 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -218258.187500 Penalty: 2401.809082
	Iteration 2F: 3 clusters Score -218258.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -218737.812500 Penalty: 2401.809082
	Iteration 3F: 3 clusters Score -218737.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -219283.781250 Penalty: 2401.809082
	Iteration 4F: 3 clusters Score -219283.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -219820.296875 Penalty: 2401.809082
	Iteration 5F: 3 clusters Score -219820.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -220151.281250 Penalty: 2401.809082
	Iteration 6F: 3 clusters Score -220151.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -220352.437500 Penalty: 2401.809082
	Iteration 7Q: 3 clusters Score -220352.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -220485.703125 Penalty: 2401.809082
	Iteration 8Q: 3 clusters Score -220485.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -220543.265625 Penalty: 2401.809082
	Iteration 9Q: 3 clusters Score -220543.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -220585.703125 Penalty: 2401.809082
	Iteration 10Q: 3 clusters Score -220585.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -220630.468750 Penalty: 2401.809082
	Iteration 11Q: 3 clusters Score -220630.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -220650.765625 Penalty: 2401.809082
	Iteration 12Q: 3 clusters Score -220650.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -220660.937500 Penalty: 2401.809082
	Iteration 13Q: 3 clusters Score -220660.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -220665.312500 Penalty: 2401.809082
	Iteration 14Q: 3 clusters Score -220665.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -220671.218750 Penalty: 2401.809082
	Iteration 15Q: 3 clusters Score -220671.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -220675.500000 Penalty: 2401.809082
	Iteration 16Q: 3 clusters Score -220675.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -220677.765625 Penalty: 2401.809082
	Iteration 17Q: 3 clusters Score -220677.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -220679.125000 Penalty: 2401.809082
	Iteration 18Q: 3 clusters Score -220679.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -220679.859375 Penalty: 2401.809082
	Iteration 19Q: 3 clusters Score -220679.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -220683.140625 Penalty: 2401.809082
	Iteration 20F: 3 clusters Score -220683.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -220687.531250 Penalty: 2401.809082
	Iteration 21Q: 3 clusters Score -220687.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -220689.328125 Penalty: 2401.809082
	Iteration 22Q: 3 clusters Score -220689.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -220690.109375 Penalty: 2401.809082
	Iteration 23Q: 3 clusters Score -220690.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -220690.062500 Penalty: 2401.809082
	Iteration 24Q: 3 clusters Score -220690.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -220690.062500 Penalty: 2401.809082
	Iteration 25F: 3 clusters Score -220690.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 32740 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 23855 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 4610 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 38028 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Mstep: Class 47 contains 4830 members 
Mstep: Class 48 contains 1455 members 
Mstep: Class 49 contains 6879 members 
Mstep: Class 50 contains 27036 members 
Mstep: Class 51 contains 1400 members 
Mstep: Class 52 contains 3078 members 
Mstep: Class 53 contains 145 members 
Mstep: Class 54 contains 2890 members 
Mstep: Class 55 contains 14976 members 
Mstep: Class 56 contains 12632 members 
Mstep: Class 57 contains 517 members 
Entering Unmasked Estep 
Score: -85717016.000000 Penalty: 123255.414062
Splitting cluster 24 changes total score from -85581216.000000 to -85717016.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 25 (38028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Entering Unmasked Estep 
Score: -5714781.500000 Penalty: 1713.737671
	Iteration 0F: 2 clusters Score -5714782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -5696056.500000 Penalty: 3427.475342
	Iteration 0F: 3 clusters Score -5696056 nChanged 17757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -5706193.500000 Penalty: 3427.475342
	Iteration 1F: 3 clusters Score -5706194 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -5706797.000000 Penalty: 3427.475342
	Iteration 2F: 3 clusters Score -5706797 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -5707450.500000 Penalty: 3427.475342
	Iteration 3F: 3 clusters Score -5707450 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -5708235.000000 Penalty: 3427.475342
	Iteration 4F: 3 clusters Score -5708235 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -5709168.500000 Penalty: 3427.475342
	Iteration 5F: 3 clusters Score -5709168 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -5710243.500000 Penalty: 3427.475342
	Iteration 6F: 3 clusters Score -5710244 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -5711628.500000 Penalty: 3427.475342
	Iteration 7F: 3 clusters Score -5711628 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -5713281.000000 Penalty: 3427.475342
	Iteration 8F: 3 clusters Score -5713281 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -5715133.500000 Penalty: 3427.475342
	Iteration 9F: 3 clusters Score -5715134 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -5716912.000000 Penalty: 3427.475342
	Iteration 10F: 3 clusters Score -5716912 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -5718450.500000 Penalty: 3427.475342
	Iteration 11Q: 3 clusters Score -5718450 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -5719687.000000 Penalty: 3427.475342
	Iteration 12Q: 3 clusters Score -5719687 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -5720576.000000 Penalty: 3427.475342
	Iteration 13Q: 3 clusters Score -5720576 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -5721288.000000 Penalty: 3427.475342
	Iteration 14Q: 3 clusters Score -5721288 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -5722014.500000 Penalty: 3427.475342
	Iteration 15Q: 3 clusters Score -5722014 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -5722908.500000 Penalty: 3427.475342
	Iteration 16Q: 3 clusters Score -5722908 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -5723939.000000 Penalty: 3427.475342
	Iteration 17Q: 3 clusters Score -5723939 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -5725067.500000 Penalty: 3427.475342
	Iteration 18Q: 3 clusters Score -5725068 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -5726083.000000 Penalty: 3427.475342
	Iteration 19Q: 3 clusters Score -5726083 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -5727085.500000 Penalty: 3427.475342
	Iteration 20F: 3 clusters Score -5727086 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -5727961.500000 Penalty: 3427.475342
	Iteration 21Q: 3 clusters Score -5727962 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -5728566.000000 Penalty: 3427.475342
	Iteration 22Q: 3 clusters Score -5728566 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -5728966.500000 Penalty: 3427.475342
	Iteration 23Q: 3 clusters Score -5728966 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -5729166.500000 Penalty: 3427.475342
	Iteration 24Q: 3 clusters Score -5729166 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -5729365.000000 Penalty: 3427.475342
	Iteration 25Q: 3 clusters Score -5729365 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -5729481.500000 Penalty: 3427.475342
	Iteration 26Q: 3 clusters Score -5729482 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -5729575.000000 Penalty: 3427.475342
	Iteration 27Q: 3 clusters Score -5729575 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -5729688.000000 Penalty: 3427.475342
	Iteration 28Q: 3 clusters Score -5729688 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -5729802.000000 Penalty: 3427.475342
	Iteration 29Q: 3 clusters Score -5729802 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -5729881.000000 Penalty: 3427.475342
	Iteration 30Q: 3 clusters Score -5729881 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -5730019.000000 Penalty: 3427.475342
	Iteration 31Q: 3 clusters Score -5730019 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -5730076.500000 Penalty: 3427.475342
	Iteration 32Q: 3 clusters Score -5730076 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -5730151.000000 Penalty: 3427.475342
	Iteration 33Q: 3 clusters Score -5730151 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -5730222.000000 Penalty: 3427.475342
	Iteration 34Q: 3 clusters Score -5730222 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -5730293.000000 Penalty: 3427.475342
	Iteration 35Q: 3 clusters Score -5730293 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -5730342.500000 Penalty: 3427.475342
	Iteration 36Q: 3 clusters Score -5730342 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -5730394.000000 Penalty: 3427.475342
	Iteration 37Q: 3 clusters Score -5730394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -5730429.000000 Penalty: 3427.475342
	Iteration 38Q: 3 clusters Score -5730429 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -5730442.000000 Penalty: 3427.475342
	Iteration 39Q: 3 clusters Score -5730442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -5730472.000000 Penalty: 3427.475342
	Iteration 40F: 3 clusters Score -5730472 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -5730482.000000 Penalty: 3427.475342
	Iteration 41Q: 3 clusters Score -5730482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -5730531.500000 Penalty: 3427.475342
	Iteration 42Q: 3 clusters Score -5730532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -5730549.000000 Penalty: 3427.475342
	Iteration 43Q: 3 clusters Score -5730549 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -5730555.000000 Penalty: 3427.475342
	Iteration 44Q: 3 clusters Score -5730555 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -5730585.000000 Penalty: 3427.475342
	Iteration 45Q: 3 clusters Score -5730585 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -5730633.500000 Penalty: 3427.475342
	Iteration 46Q: 3 clusters Score -5730634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -5730639.500000 Penalty: 3427.475342
	Iteration 47Q: 3 clusters Score -5730640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -5730657.500000 Penalty: 3427.475342
	Iteration 48Q: 3 clusters Score -5730658 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -5730681.000000 Penalty: 3427.475342
	Iteration 49Q: 3 clusters Score -5730681 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -5730692.500000 Penalty: 3427.475342
	Iteration 50Q: 3 clusters Score -5730692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -5730670.000000 Penalty: 3427.475342
	Iteration 51Q: 3 clusters Score -5730670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -5730687.500000 Penalty: 3427.475342
	Iteration 52Q: 3 clusters Score -5730688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -5730703.000000 Penalty: 3427.475342
	Iteration 53Q: 3 clusters Score -5730703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -5730711.500000 Penalty: 3427.475342
	Iteration 54Q: 3 clusters Score -5730712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -5730717.500000 Penalty: 3427.475342
	Iteration 55Q: 3 clusters Score -5730718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -5730731.000000 Penalty: 3427.475342
	Iteration 56Q: 3 clusters Score -5730731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -5730736.000000 Penalty: 3427.475342
	Iteration 57Q: 3 clusters Score -5730736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -5730743.500000 Penalty: 3427.475342
	Iteration 58Q: 3 clusters Score -5730744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -5730743.000000 Penalty: 3427.475342
	Iteration 59Q: 3 clusters Score -5730743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -5730753.500000 Penalty: 3427.475342
	Iteration 60F: 3 clusters Score -5730754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -5730761.000000 Penalty: 3427.475342
	Iteration 61Q: 3 clusters Score -5730761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -5730776.500000 Penalty: 3427.475342
	Iteration 62Q: 3 clusters Score -5730776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -5730779.500000 Penalty: 3427.475342
	Iteration 63Q: 3 clusters Score -5730780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -5730771.500000 Penalty: 3427.475342
	Iteration 64Q: 3 clusters Score -5730772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -5730774.000000 Penalty: 3427.475342
	Iteration 65Q: 3 clusters Score -5730774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -5730771.500000 Penalty: 3427.475342
	Iteration 66Q: 3 clusters Score -5730772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -5730767.500000 Penalty: 3427.475342
	Iteration 67Q: 3 clusters Score -5730768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -5730765.500000 Penalty: 3427.475342
	Iteration 68Q: 3 clusters Score -5730766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -5730766.000000 Penalty: 3427.475342
	Iteration 69Q: 3 clusters Score -5730766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -5730766.000000 Penalty: 3427.475342
	Iteration 70F: 3 clusters Score -5730766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 32740 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 23855 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 4610 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 19154 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Mstep: Class 47 contains 4830 members 
Mstep: Class 48 contains 1455 members 
Mstep: Class 49 contains 6879 members 
Mstep: Class 50 contains 27036 members 
Mstep: Class 51 contains 1400 members 
Mstep: Class 52 contains 3078 members 
Mstep: Class 53 contains 145 members 
Mstep: Class 54 contains 2890 members 
Mstep: Class 55 contains 14976 members 
Mstep: Class 56 contains 12632 members 
Mstep: Class 57 contains 517 members 
Mstep: Class 58 contains 18874 members 
Entering Unmasked Estep 
Score: -85732384.000000 Penalty: 125417.796875
Splitting cluster 25 changes total score from -85581216.000000 to -85732384.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 26 (3467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Entering Unmasked Estep 
Score: -435353.281250 Penalty: 1324.544800
	Iteration 0F: 2 clusters Score -435353.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -432395.906250 Penalty: 2649.089600
	Iteration 0F: 3 clusters Score -432395.9 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -433719.625000 Penalty: 2649.089600
	Iteration 1F: 3 clusters Score -433719.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -434647.156250 Penalty: 2649.089600
	Iteration 2F: 3 clusters Score -434647.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -435429.250000 Penalty: 2649.089600
	Iteration 3F: 3 clusters Score -435429.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -435832.750000 Penalty: 2649.089600
	Iteration 4F: 3 clusters Score -435832.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -436034.000000 Penalty: 2649.089600
	Iteration 5Q: 3 clusters Score -436034 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -436152.343750 Penalty: 2649.089600
	Iteration 6Q: 3 clusters Score -436152.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -436217.781250 Penalty: 2649.089600
	Iteration 7Q: 3 clusters Score -436217.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -436252.750000 Penalty: 2649.089600
	Iteration 8Q: 3 clusters Score -436252.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -436269.000000 Penalty: 2649.089600
	Iteration 9Q: 3 clusters Score -436269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -436281.375000 Penalty: 2649.089600
	Iteration 10Q: 3 clusters Score -436281.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -436293.906250 Penalty: 2649.089600
	Iteration 11Q: 3 clusters Score -436293.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -436302.875000 Penalty: 2649.089600
	Iteration 12Q: 3 clusters Score -436302.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -436310.906250 Penalty: 2649.089600
	Iteration 13Q: 3 clusters Score -436310.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -436314.156250 Penalty: 2649.089600
	Iteration 14Q: 3 clusters Score -436314.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -436317.500000 Penalty: 2649.089600
	Iteration 15Q: 3 clusters Score -436317.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -436320.125000 Penalty: 2649.089600
	Iteration 16Q: 3 clusters Score -436320.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -436322.875000 Penalty: 2649.089600
	Iteration 17Q: 3 clusters Score -436322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -436323.937500 Penalty: 2649.089600
	Iteration 18Q: 3 clusters Score -436323.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -436324.250000 Penalty: 2649.089600
	Iteration 19Q: 3 clusters Score -436324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -436323.562500 Penalty: 2649.089600
	Iteration 20F: 3 clusters Score -436323.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -436325.375000 Penalty: 2649.089600
	Iteration 21Q: 3 clusters Score -436325.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -436326.156250 Penalty: 2649.089600
	Iteration 22Q: 3 clusters Score -436326.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -436328.062500 Penalty: 2649.089600
	Iteration 23Q: 3 clusters Score -436328.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -436328.093750 Penalty: 2649.089600
	Iteration 24Q: 3 clusters Score -436328.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -436328.093750 Penalty: 2649.089600
	Iteration 25F: 3 clusters Score -436328.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 32740 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 23855 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 4610 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 19154 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 1864 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Mstep: Class 47 contains 4830 members 
Mstep: Class 48 contains 1455 members 
Mstep: Class 49 contains 6879 members 
Mstep: Class 50 contains 27036 members 
Mstep: Class 51 contains 1400 members 
Mstep: Class 52 contains 3078 members 
Mstep: Class 53 contains 145 members 
Mstep: Class 54 contains 2890 members 
Mstep: Class 55 contains 14976 members 
Mstep: Class 56 contains 12632 members 
Mstep: Class 57 contains 517 members 
Mstep: Class 58 contains 18874 members 
Mstep: Class 59 contains 1748 members 
Entering Unmasked Estep 
Score: -85732456.000000 Penalty: 127580.171875
Splitting cluster 26 changes total score from -85581216.000000 to -85732456.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 27 (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: -217621.171875 Penalty: 1223.703003
	Iteration 0F: 2 clusters Score -217621.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -215700.218750 Penalty: 2447.406006
	Iteration 0F: 3 clusters Score -215700.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -216769.187500 Penalty: 2447.406006
	Iteration 1F: 3 clusters Score -216769.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -217588.703125 Penalty: 2447.406006
	Iteration 2F: 3 clusters Score -217588.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -218073.281250 Penalty: 2447.406006
	Iteration 3F: 3 clusters Score -218073.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -218356.468750 Penalty: 2447.406006
	Iteration 4F: 3 clusters Score -218356.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -218540.906250 Penalty: 2447.406006
	Iteration 5Q: 3 clusters Score -218540.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -218622.890625 Penalty: 2447.406006
	Iteration 6Q: 3 clusters Score -218622.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -218643.562500 Penalty: 2447.406006
	Iteration 7Q: 3 clusters Score -218643.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -218656.250000 Penalty: 2447.406006
	Iteration 8Q: 3 clusters Score -218656.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -218666.171875 Penalty: 2447.406006
	Iteration 9Q: 3 clusters Score -218666.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -218673.062500 Penalty: 2447.406006
	Iteration 10Q: 3 clusters Score -218673.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -218676.484375 Penalty: 2447.406006
	Iteration 11Q: 3 clusters Score -218676.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -218684.343750 Penalty: 2447.406006
	Iteration 12Q: 3 clusters Score -218684.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -218687.468750 Penalty: 2447.406006
	Iteration 13Q: 3 clusters Score -218687.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -218689.000000 Penalty: 2447.406006
	Iteration 14Q: 3 clusters Score -218689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -218690.953125 Penalty: 2447.406006
	Iteration 15Q: 3 clusters Score -218691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -218691.718750 Penalty: 2447.406006
	Iteration 16Q: 3 clusters Score -218691.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -218691.718750 Penalty: 2447.406006
	Iteration 17F: 3 clusters Score -218691.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 32740 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 23855 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 4610 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 19154 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 16591 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Mstep: Class 47 contains 4830 members 
Mstep: Class 48 contains 1455 members 
Mstep: Class 49 contains 6879 members 
Mstep: Class 50 contains 27036 members 
Mstep: Class 51 contains 1400 members 
Mstep: Class 52 contains 3078 members 
Mstep: Class 53 contains 145 members 
Mstep: Class 54 contains 2890 members 
Mstep: Class 55 contains 14976 members 
Mstep: Class 56 contains 12632 members 
Mstep: Class 57 contains 517 members 
Mstep: Class 58 contains 18874 members 
Mstep: Class 59 contains 1748 members 
Mstep: Class 60 contains 836 members 
Entering Unmasked Estep 
Score: -85732712.000000 Penalty: 129742.546875
Splitting cluster 27 changes total score from -85581216.000000 to -85732712.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 28 (16591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Entering Unmasked Estep 
Score: -2363135.000000 Penalty: 1578.950073
	Iteration 0F: 2 clusters Score -2363135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2351857.500000 Penalty: 3157.900146
	Iteration 0F: 3 clusters Score -2351858 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2356018.250000 Penalty: 3157.900146
	Iteration 1F: 3 clusters Score -2356018 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2356405.250000 Penalty: 3157.900146
	Iteration 2F: 3 clusters Score -2356405 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2356794.500000 Penalty: 3157.900146
	Iteration 3F: 3 clusters Score -2356794 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2357264.000000 Penalty: 3157.900146
	Iteration 4F: 3 clusters Score -2357264 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2357915.000000 Penalty: 3157.900146
	Iteration 5F: 3 clusters Score -2357915 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2358759.250000 Penalty: 3157.900146
	Iteration 6F: 3 clusters Score -2358759 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2359672.250000 Penalty: 3157.900146
	Iteration 7F: 3 clusters Score -2359672 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2360535.250000 Penalty: 3157.900146
	Iteration 8F: 3 clusters Score -2360535 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2361248.000000 Penalty: 3157.900146
	Iteration 9F: 3 clusters Score -2361248 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2361927.500000 Penalty: 3157.900146
	Iteration 10Q: 3 clusters Score -2361928 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2362646.500000 Penalty: 3157.900146
	Iteration 11Q: 3 clusters Score -2362646 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2363291.000000 Penalty: 3157.900146
	Iteration 12Q: 3 clusters Score -2363291 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2363839.750000 Penalty: 3157.900146
	Iteration 13Q: 3 clusters Score -2363840 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2364244.500000 Penalty: 3157.900146
	Iteration 14Q: 3 clusters Score -2364244 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2364522.500000 Penalty: 3157.900146
	Iteration 15Q: 3 clusters Score -2364522 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2364663.500000 Penalty: 3157.900146
	Iteration 16Q: 3 clusters Score -2364664 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2364733.000000 Penalty: 3157.900146
	Iteration 17Q: 3 clusters Score -2364733 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2364799.500000 Penalty: 3157.900146
	Iteration 18Q: 3 clusters Score -2364800 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2364844.750000 Penalty: 3157.900146
	Iteration 19Q: 3 clusters Score -2364845 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2364894.250000 Penalty: 3157.900146
	Iteration 20F: 3 clusters Score -2364894 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2364931.500000 Penalty: 3157.900146
	Iteration 21Q: 3 clusters Score -2364932 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2364980.000000 Penalty: 3157.900146
	Iteration 22Q: 3 clusters Score -2364980 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2365036.250000 Penalty: 3157.900146
	Iteration 23Q: 3 clusters Score -2365036 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2365074.000000 Penalty: 3157.900146
	Iteration 24Q: 3 clusters Score -2365074 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2365113.750000 Penalty: 3157.900146
	Iteration 25Q: 3 clusters Score -2365114 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2365147.250000 Penalty: 3157.900146
	Iteration 26Q: 3 clusters Score -2365147 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2365191.250000 Penalty: 3157.900146
	Iteration 27Q: 3 clusters Score -2365191 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2365228.500000 Penalty: 3157.900146
	Iteration 28Q: 3 clusters Score -2365228 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2365264.250000 Penalty: 3157.900146
	Iteration 29Q: 3 clusters Score -2365264 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2365312.750000 Penalty: 3157.900146
	Iteration 30Q: 3 clusters Score -2365313 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2365334.000000 Penalty: 3157.900146
	Iteration 31Q: 3 clusters Score -2365334 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2365366.500000 Penalty: 3157.900146
	Iteration 32Q: 3 clusters Score -2365366 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2365422.000000 Penalty: 3157.900146
	Iteration 33Q: 3 clusters Score -2365422 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2365488.000000 Penalty: 3157.900146
	Iteration 34Q: 3 clusters Score -2365488 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2365543.250000 Penalty: 3157.900146
	Iteration 35Q: 3 clusters Score -2365543 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2365591.250000 Penalty: 3157.900146
	Iteration 36Q: 3 clusters Score -2365591 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2365647.500000 Penalty: 3157.900146
	Iteration 37Q: 3 clusters Score -2365648 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2365705.250000 Penalty: 3157.900146
	Iteration 38Q: 3 clusters Score -2365705 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2365769.500000 Penalty: 3157.900146
	Iteration 39Q: 3 clusters Score -2365770 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2365826.000000 Penalty: 3157.900146
	Iteration 40F: 3 clusters Score -2365826 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2365865.750000 Penalty: 3157.900146
	Iteration 41Q: 3 clusters Score -2365866 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2365886.750000 Penalty: 3157.900146
	Iteration 42Q: 3 clusters Score -2365887 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2365897.500000 Penalty: 3157.900146
	Iteration 43Q: 3 clusters Score -2365898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2365903.750000 Penalty: 3157.900146
	Iteration 44Q: 3 clusters Score -2365904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2365910.250000 Penalty: 3157.900146
	Iteration 45Q: 3 clusters Score -2365910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2365914.000000 Penalty: 3157.900146
	Iteration 46Q: 3 clusters Score -2365914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2365924.250000 Penalty: 3157.900146
	Iteration 47Q: 3 clusters Score -2365924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2365925.500000 Penalty: 3157.900146
	Iteration 48Q: 3 clusters Score -2365926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2365922.750000 Penalty: 3157.900146
	Iteration 49Q: 3 clusters Score -2365923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2365928.250000 Penalty: 3157.900146
	Iteration 50Q: 3 clusters Score -2365928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2365933.750000 Penalty: 3157.900146
	Iteration 51Q: 3 clusters Score -2365934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2365935.750000 Penalty: 3157.900146
	Iteration 52Q: 3 clusters Score -2365936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2365934.500000 Penalty: 3157.900146
	Iteration 53Q: 3 clusters Score -2365934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2365934.750000 Penalty: 3157.900146
	Iteration 54Q: 3 clusters Score -2365935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2365933.750000 Penalty: 3157.900146
	Iteration 55Q: 3 clusters Score -2365934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2365936.000000 Penalty: 3157.900146
	Iteration 56Q: 3 clusters Score -2365936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2365933.250000 Penalty: 3157.900146
	Iteration 57Q: 3 clusters Score -2365933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2365933.250000 Penalty: 3157.900146
	Iteration 58F: 3 clusters Score -2365933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 32740 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 23855 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 4610 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 19154 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 11962 members 
Mstep: Class 29 contains 68556 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Mstep: Class 47 contains 4830 members 
Mstep: Class 48 contains 1455 members 
Mstep: Class 49 contains 6879 members 
Mstep: Class 50 contains 27036 members 
Mstep: Class 51 contains 1400 members 
Mstep: Class 52 contains 3078 members 
Mstep: Class 53 contains 145 members 
Mstep: Class 54 contains 2890 members 
Mstep: Class 55 contains 14976 members 
Mstep: Class 56 contains 12632 members 
Mstep: Class 57 contains 517 members 
Mstep: Class 58 contains 18874 members 
Mstep: Class 59 contains 1748 members 
Mstep: Class 60 contains 836 members 
Mstep: Class 61 contains 4629 members 
Entering Unmasked Estep 
Score: -85734880.000000 Penalty: 131904.921875
Splitting cluster 28 changes total score from -85581216.000000 to -85734880.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 29 (68556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68556 members 
Entering Unmasked Estep 
Score: -10324101.000000 Penalty: 1809.503540
	Iteration 0F: 2 clusters Score -1.03241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -10322779.000000 Penalty: 3619.007080
	Iteration 0F: 3 clusters Score -1.032278e+07 nChanged 32592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -10341945.000000 Penalty: 3619.007080
	Iteration 1F: 3 clusters Score -1.034194e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -10344058.000000 Penalty: 3619.007080
	Iteration 2F: 3 clusters Score -1.034406e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -10347976.000000 Penalty: 3619.007080
	Iteration 3F: 3 clusters Score -1.034798e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -10354197.000000 Penalty: 3619.007080
	Iteration 4F: 3 clusters Score -1.03542e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -10360877.000000 Penalty: 3619.007080
	Iteration 5F: 3 clusters Score -1.036088e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -10365290.000000 Penalty: 3619.007080
	Iteration 6F: 3 clusters Score -1.036529e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -10367425.000000 Penalty: 3619.007080
	Iteration 7F: 3 clusters Score -1.036742e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -10368620.000000 Penalty: 3619.007080
	Iteration 8Q: 3 clusters Score -1.036862e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -10369203.000000 Penalty: 3619.007080
	Iteration 9Q: 3 clusters Score -1.03692e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -10369633.000000 Penalty: 3619.007080
	Iteration 10Q: 3 clusters Score -1.036963e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -10369910.000000 Penalty: 3619.007080
	Iteration 11Q: 3 clusters Score -1.036991e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -10370039.000000 Penalty: 3619.007080
	Iteration 12Q: 3 clusters Score -1.037004e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -10370091.000000 Penalty: 3619.007080
	Iteration 13Q: 3 clusters Score -1.037009e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -10370159.000000 Penalty: 3619.007080
	Iteration 14Q: 3 clusters Score -1.037016e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -10370215.000000 Penalty: 3619.007080
	Iteration 15Q: 3 clusters Score -1.037022e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -10370258.000000 Penalty: 3619.007080
	Iteration 16Q: 3 clusters Score -1.037026e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -10370277.000000 Penalty: 3619.007080
	Iteration 17Q: 3 clusters Score -1.037028e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -10370281.000000 Penalty: 3619.007080
	Iteration 18Q: 3 clusters Score -1.037028e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -10370282.000000 Penalty: 3619.007080
	Iteration 19Q: 3 clusters Score -1.037028e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -10370286.000000 Penalty: 3619.007080
	Iteration 20F: 3 clusters Score -1.037029e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -10370296.000000 Penalty: 3619.007080
	Iteration 21Q: 3 clusters Score -1.03703e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -10370288.000000 Penalty: 3619.007080
	Iteration 22Q: 3 clusters Score -1.037029e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -10370283.000000 Penalty: 3619.007080
	Iteration 23Q: 3 clusters Score -1.037028e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -10370276.000000 Penalty: 3619.007080
	Iteration 24Q: 3 clusters Score -1.037028e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -10370270.000000 Penalty: 3619.007080
	Iteration 25Q: 3 clusters Score -1.037027e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -10370266.000000 Penalty: 3619.007080
	Iteration 26Q: 3 clusters Score -1.037027e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -10370280.000000 Penalty: 3619.007080
	Iteration 27Q: 3 clusters Score -1.037028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -10370281.000000 Penalty: 3619.007080
	Iteration 28Q: 3 clusters Score -1.037028e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -10370271.000000 Penalty: 3619.007080
	Iteration 29Q: 3 clusters Score -1.037027e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -10370269.000000 Penalty: 3619.007080
	Iteration 30Q: 3 clusters Score -1.037027e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -10370281.000000 Penalty: 3619.007080
	Iteration 31Q: 3 clusters Score -1.037028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -10370280.000000 Penalty: 3619.007080
	Iteration 32Q: 3 clusters Score -1.037028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -10370280.000000 Penalty: 3619.007080
	Iteration 33Q: 3 clusters Score -1.037028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -10370283.000000 Penalty: 3619.007080
	Iteration 34Q: 3 clusters Score -1.037028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -10370277.000000 Penalty: 3619.007080
	Iteration 35Q: 3 clusters Score -1.037028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -10370282.000000 Penalty: 3619.007080
	Iteration 36Q: 3 clusters Score -1.037028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -10370274.000000 Penalty: 3619.007080
	Iteration 37Q: 3 clusters Score -1.037027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -10370279.000000 Penalty: 3619.007080
	Iteration 38Q: 3 clusters Score -1.037028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -10370283.000000 Penalty: 3619.007080
	Iteration 39Q: 3 clusters Score -1.037028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -10370278.000000 Penalty: 3619.007080
	Iteration 40F: 3 clusters Score -1.037028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -10370281.000000 Penalty: 3619.007080
	Iteration 41Q: 3 clusters Score -1.037028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -10370277.000000 Penalty: 3619.007080
	Iteration 42Q: 3 clusters Score -1.037028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -10370277.000000 Penalty: 3619.007080
	Iteration 43F: 3 clusters Score -1.037028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 32740 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 23855 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 4610 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 19154 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 11962 members 
Mstep: Class 29 contains 32836 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Mstep: Class 47 contains 4830 members 
Mstep: Class 48 contains 1455 members 
Mstep: Class 49 contains 6879 members 
Mstep: Class 50 contains 27036 members 
Mstep: Class 51 contains 1400 members 
Mstep: Class 52 contains 3078 members 
Mstep: Class 53 contains 145 members 
Mstep: Class 54 contains 2890 members 
Mstep: Class 55 contains 14976 members 
Mstep: Class 56 contains 12632 members 
Mstep: Class 57 contains 517 members 
Mstep: Class 58 contains 18874 members 
Mstep: Class 59 contains 1748 members 
Mstep: Class 60 contains 836 members 
Mstep: Class 61 contains 4629 members 
Mstep: Class 62 contains 35720 members 
Entering Unmasked Estep 
Score: -85779904.000000 Penalty: 134067.296875
Splitting cluster 29 changes total score from -85581216.000000 to -85779904.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 30 (5100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Entering Unmasked Estep 
Score: -678374.000000 Penalty: 1387.261841
	Iteration 0F: 2 clusters Score -678374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -674349.250000 Penalty: 2774.523682
	Iteration 0F: 3 clusters Score -674349.2 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -675766.375000 Penalty: 2774.523682
	Iteration 1F: 3 clusters Score -675766.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -676133.875000 Penalty: 2774.523682
	Iteration 2F: 3 clusters Score -676133.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -676394.562500 Penalty: 2774.523682
	Iteration 3F: 3 clusters Score -676394.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -676637.625000 Penalty: 2774.523682
	Iteration 4F: 3 clusters Score -676637.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -676851.750000 Penalty: 2774.523682
	Iteration 5F: 3 clusters Score -676851.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -677038.500000 Penalty: 2774.523682
	Iteration 6Q: 3 clusters Score -677038.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -677215.687500 Penalty: 2774.523682
	Iteration 7Q: 3 clusters Score -677215.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -677412.187500 Penalty: 2774.523682
	Iteration 8Q: 3 clusters Score -677412.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -677559.687500 Penalty: 2774.523682
	Iteration 9Q: 3 clusters Score -677559.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -677661.562500 Penalty: 2774.523682
	Iteration 10Q: 3 clusters Score -677661.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -677722.562500 Penalty: 2774.523682
	Iteration 11Q: 3 clusters Score -677722.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -677764.187500 Penalty: 2774.523682
	Iteration 12Q: 3 clusters Score -677764.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -677790.375000 Penalty: 2774.523682
	Iteration 13Q: 3 clusters Score -677790.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -677816.937500 Penalty: 2774.523682
	Iteration 14Q: 3 clusters Score -677816.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -677844.187500 Penalty: 2774.523682
	Iteration 15Q: 3 clusters Score -677844.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -677861.750000 Penalty: 2774.523682
	Iteration 16Q: 3 clusters Score -677861.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -677871.687500 Penalty: 2774.523682
	Iteration 17Q: 3 clusters Score -677871.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -677875.375000 Penalty: 2774.523682
	Iteration 18Q: 3 clusters Score -677875.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -677878.187500 Penalty: 2774.523682
	Iteration 19Q: 3 clusters Score -677878.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -677878.562500 Penalty: 2774.523682
	Iteration 20F: 3 clusters Score -677878.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -677877.875000 Penalty: 2774.523682
	Iteration 21Q: 3 clusters Score -677877.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -677880.812500 Penalty: 2774.523682
	Iteration 22Q: 3 clusters Score -677880.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -677881.750000 Penalty: 2774.523682
	Iteration 23Q: 3 clusters Score -677881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -677882.312500 Penalty: 2774.523682
	Iteration 24Q: 3 clusters Score -677882.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -677882.937500 Penalty: 2774.523682
	Iteration 25Q: 3 clusters Score -677882.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -677884.250000 Penalty: 2774.523682
	Iteration 26Q: 3 clusters Score -677884.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -677884.937500 Penalty: 2774.523682
	Iteration 27Q: 3 clusters Score -677884.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -677884.500000 Penalty: 2774.523682
	Iteration 28Q: 3 clusters Score -677884.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -677885.625000 Penalty: 2774.523682
	Iteration 29Q: 3 clusters Score -677885.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -677885.562500 Penalty: 2774.523682
	Iteration 30Q: 3 clusters Score -677885.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -677886.000000 Penalty: 2774.523682
	Iteration 31Q: 3 clusters Score -677886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -677886.937500 Penalty: 2774.523682
	Iteration 32Q: 3 clusters Score -677886.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -677887.687500 Penalty: 2774.523682
	Iteration 33Q: 3 clusters Score -677887.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -677887.000000 Penalty: 2774.523682
	Iteration 34Q: 3 clusters Score -677887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -677887.812500 Penalty: 2774.523682
	Iteration 35Q: 3 clusters Score -677887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -677887.500000 Penalty: 2774.523682
	Iteration 36Q: 3 clusters Score -677887.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -677888.062500 Penalty: 2774.523682
	Iteration 37Q: 3 clusters Score -677888.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -677888.687500 Penalty: 2774.523682
	Iteration 38Q: 3 clusters Score -677888.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -677888.500000 Penalty: 2774.523682
	Iteration 39Q: 3 clusters Score -677888.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -677888.500000 Penalty: 2774.523682
	Iteration 40F: 3 clusters Score -677888.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Entering Unmasked Estep 
Score: -575491.562500 Penalty: 1363.750366
	Iteration 0F: 2 clusters Score -575491.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -571938.250000 Penalty: 2727.500732
	Iteration 0F: 3 clusters Score -571938.2 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -573014.562500 Penalty: 2727.500732
	Iteration 1F: 3 clusters Score -573014.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -573310.187500 Penalty: 2727.500732
	Iteration 2F: 3 clusters Score -573310.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -573636.875000 Penalty: 2727.500732
	Iteration 3F: 3 clusters Score -573636.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -574094.125000 Penalty: 2727.500732
	Iteration 4F: 3 clusters Score -574094.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -574693.875000 Penalty: 2727.500732
	Iteration 5F: 3 clusters Score -574693.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -575638.750000 Penalty: 2727.500732
	Iteration 6F: 3 clusters Score -575638.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -576647.687500 Penalty: 2727.500732
	Iteration 7F: 3 clusters Score -576647.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -577200.437500 Penalty: 2727.500732
	Iteration 8F: 3 clusters Score -577200.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -577399.562500 Penalty: 2727.500732
	Iteration 9Q: 3 clusters Score -577399.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -577464.687500 Penalty: 2727.500732
	Iteration 10Q: 3 clusters Score -577464.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -577505.000000 Penalty: 2727.500732
	Iteration 11Q: 3 clusters Score -577505 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -577525.812500 Penalty: 2727.500732
	Iteration 12Q: 3 clusters Score -577525.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -577540.625000 Penalty: 2727.500732
	Iteration 13Q: 3 clusters Score -577540.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -577550.125000 Penalty: 2727.500732
	Iteration 14Q: 3 clusters Score -577550.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -577559.187500 Penalty: 2727.500732
	Iteration 15Q: 3 clusters Score -577559.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -577564.062500 Penalty: 2727.500732
	Iteration 16Q: 3 clusters Score -577564.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -577571.125000 Penalty: 2727.500732
	Iteration 17Q: 3 clusters Score -577571.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -577576.312500 Penalty: 2727.500732
	Iteration 18Q: 3 clusters Score -577576.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -577579.750000 Penalty: 2727.500732
	Iteration 19Q: 3 clusters Score -577579.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -577583.562500 Penalty: 2727.500732
	Iteration 20F: 3 clusters Score -577583.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -577587.687500 Penalty: 2727.500732
	Iteration 21Q: 3 clusters Score -577587.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -577588.312500 Penalty: 2727.500732
	Iteration 22Q: 3 clusters Score -577588.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -577590.875000 Penalty: 2727.500732
	Iteration 23Q: 3 clusters Score -577590.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -577593.625000 Penalty: 2727.500732
	Iteration 24Q: 3 clusters Score -577593.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -577595.187500 Penalty: 2727.500732
	Iteration 25Q: 3 clusters Score -577595.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -577595.812500 Penalty: 2727.500732
	Iteration 26Q: 3 clusters Score -577595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -577596.750000 Penalty: 2727.500732
	Iteration 27Q: 3 clusters Score -577596.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -577597.375000 Penalty: 2727.500732
	Iteration 28Q: 3 clusters Score -577597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -577597.750000 Penalty: 2727.500732
	Iteration 29Q: 3 clusters Score -577597.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -577597.750000 Penalty: 2727.500732
	Iteration 30F: 3 clusters Score -577597.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 32740 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 23855 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 4610 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 19154 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 11962 members 
Mstep: Class 29 contains 32836 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 2602 members 
Mstep: Class 32 contains 7110 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Mstep: Class 47 contains 4830 members 
Mstep: Class 48 contains 1455 members 
Mstep: Class 49 contains 6879 members 
Mstep: Class 50 contains 27036 members 
Mstep: Class 51 contains 1400 members 
Mstep: Class 52 contains 3078 members 
Mstep: Class 53 contains 145 members 
Mstep: Class 54 contains 2890 members 
Mstep: Class 55 contains 14976 members 
Mstep: Class 56 contains 12632 members 
Mstep: Class 57 contains 517 members 
Mstep: Class 58 contains 18874 members 
Mstep: Class 59 contains 1748 members 
Mstep: Class 60 contains 836 members 
Mstep: Class 61 contains 4629 members 
Mstep: Class 62 contains 35720 members 
Mstep: Class 63 contains 1811 members 
Entering Unmasked Estep 
Score: -85781112.000000 Penalty: 136229.671875
Splitting cluster 31 changes total score from -85581216.000000 to -85781112.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 32 (7110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Entering Unmasked Estep 
Score: -926779.375000 Penalty: 1441.254395
	Iteration 0F: 2 clusters Score -926779.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -921578.625000 Penalty: 2882.508789
	Iteration 0F: 3 clusters Score -921578.6 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -923909.937500 Penalty: 2882.508789
	Iteration 1F: 3 clusters Score -923909.9 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -925195.562500 Penalty: 2882.508789
	Iteration 2F: 3 clusters Score -925195.6 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -926342.875000 Penalty: 2882.508789
	Iteration 3F: 3 clusters Score -926342.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -926935.187500 Penalty: 2882.508789
	Iteration 4F: 3 clusters Score -926935.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -927221.937500 Penalty: 2882.508789
	Iteration 5Q: 3 clusters Score -927221.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -927410.375000 Penalty: 2882.508789
	Iteration 6Q: 3 clusters Score -927410.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -927616.812500 Penalty: 2882.508789
	Iteration 7Q: 3 clusters Score -927616.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -927794.625000 Penalty: 2882.508789
	Iteration 8Q: 3 clusters Score -927794.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -927887.062500 Penalty: 2882.508789
	Iteration 9Q: 3 clusters Score -927887.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -927929.750000 Penalty: 2882.508789
	Iteration 10Q: 3 clusters Score -927929.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -927958.375000 Penalty: 2882.508789
	Iteration 11Q: 3 clusters Score -927958.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -927975.562500 Penalty: 2882.508789
	Iteration 12Q: 3 clusters Score -927975.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -927987.375000 Penalty: 2882.508789
	Iteration 13Q: 3 clusters Score -927987.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -927999.187500 Penalty: 2882.508789
	Iteration 14Q: 3 clusters Score -927999.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -928007.875000 Penalty: 2882.508789
	Iteration 15Q: 3 clusters Score -928007.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -928015.312500 Penalty: 2882.508789
	Iteration 16Q: 3 clusters Score -928015.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -928024.125000 Penalty: 2882.508789
	Iteration 17Q: 3 clusters Score -928024.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -928035.937500 Penalty: 2882.508789
	Iteration 18Q: 3 clusters Score -928035.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -928043.812500 Penalty: 2882.508789
	Iteration 19Q: 3 clusters Score -928043.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -928052.687500 Penalty: 2882.508789
	Iteration 20F: 3 clusters Score -928052.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -928059.062500 Penalty: 2882.508789
	Iteration 21Q: 3 clusters Score -928059.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -928063.562500 Penalty: 2882.508789
	Iteration 22Q: 3 clusters Score -928063.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -928066.625000 Penalty: 2882.508789
	Iteration 23Q: 3 clusters Score -928066.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -928071.000000 Penalty: 2882.508789
	Iteration 24Q: 3 clusters Score -928071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -928079.875000 Penalty: 2882.508789
	Iteration 25Q: 3 clusters Score -928079.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -928080.687500 Penalty: 2882.508789
	Iteration 26Q: 3 clusters Score -928080.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -928081.687500 Penalty: 2882.508789
	Iteration 27Q: 3 clusters Score -928081.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -928081.375000 Penalty: 2882.508789
	Iteration 28Q: 3 clusters Score -928081.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -928082.687500 Penalty: 2882.508789
	Iteration 29Q: 3 clusters Score -928082.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -928086.062500 Penalty: 2882.508789
	Iteration 30Q: 3 clusters Score -928086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -928085.375000 Penalty: 2882.508789
	Iteration 31Q: 3 clusters Score -928085.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -928085.375000 Penalty: 2882.508789
	Iteration 32F: 3 clusters Score -928085.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 32740 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 23855 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 4610 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 19154 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 11962 members 
Mstep: Class 29 contains 32836 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 2602 members 
Mstep: Class 32 contains 2162 members 
Mstep: Class 33 contains 32925 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Mstep: Class 47 contains 4830 members 
Mstep: Class 48 contains 1455 members 
Mstep: Class 49 contains 6879 members 
Mstep: Class 50 contains 27036 members 
Mstep: Class 51 contains 1400 members 
Mstep: Class 52 contains 3078 members 
Mstep: Class 53 contains 145 members 
Mstep: Class 54 contains 2890 members 
Mstep: Class 55 contains 14976 members 
Mstep: Class 56 contains 12632 members 
Mstep: Class 57 contains 517 members 
Mstep: Class 58 contains 18874 members 
Mstep: Class 59 contains 1748 members 
Mstep: Class 60 contains 836 members 
Mstep: Class 61 contains 4629 members 
Mstep: Class 62 contains 35720 members 
Mstep: Class 63 contains 1811 members 
Mstep: Class 64 contains 4948 members 
Entering Unmasked Estep 
Score: -85781664.000000 Penalty: 138392.046875
Splitting cluster 32 changes total score from -85581216.000000 to -85781664.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 33 (32925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Entering Unmasked Estep 
Score: -4952504.500000 Penalty: 1690.322876
	Iteration 0F: 2 clusters Score -4952504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -4936669.000000 Penalty: 3380.645752
	Iteration 0F: 3 clusters Score -4936669 nChanged 15181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -4945221.500000 Penalty: 3380.645752
	Iteration 1F: 3 clusters Score -4945222 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -4945792.000000 Penalty: 3380.645752
	Iteration 2F: 3 clusters Score -4945792 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -4946520.500000 Penalty: 3380.645752
	Iteration 3F: 3 clusters Score -4946520 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -4947337.000000 Penalty: 3380.645752
	Iteration 4F: 3 clusters Score -4947337 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -4948457.000000 Penalty: 3380.645752
	Iteration 5F: 3 clusters Score -4948457 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -4949917.500000 Penalty: 3380.645752
	Iteration 6F: 3 clusters Score -4949918 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -4951795.000000 Penalty: 3380.645752
	Iteration 7F: 3 clusters Score -4951795 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -4953830.000000 Penalty: 3380.645752
	Iteration 8F: 3 clusters Score -4953830 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -4955410.500000 Penalty: 3380.645752
	Iteration 9F: 3 clusters Score -4955410 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -4956537.500000 Penalty: 3380.645752
	Iteration 10Q: 3 clusters Score -4956538 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -4957529.500000 Penalty: 3380.645752
	Iteration 11Q: 3 clusters Score -4957530 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -4958354.500000 Penalty: 3380.645752
	Iteration 12Q: 3 clusters Score -4958354 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -4958981.000000 Penalty: 3380.645752
	Iteration 13Q: 3 clusters Score -4958981 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -4959532.500000 Penalty: 3380.645752
	Iteration 14Q: 3 clusters Score -4959532 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -4960087.500000 Penalty: 3380.645752
	Iteration 15Q: 3 clusters Score -4960088 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -4961058.500000 Penalty: 3380.645752
	Iteration 16Q: 3 clusters Score -4961058 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -4962626.500000 Penalty: 3380.645752
	Iteration 17Q: 3 clusters Score -4962626 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -4965305.000000 Penalty: 3380.645752
	Iteration 18Q: 3 clusters Score -4965305 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -4967807.500000 Penalty: 3380.645752
	Iteration 19Q: 3 clusters Score -4967808 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -4968611.000000 Penalty: 3380.645752
	Iteration 20F: 3 clusters Score -4968611 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -4968829.500000 Penalty: 3380.645752
	Iteration 21Q: 3 clusters Score -4968830 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -4968905.000000 Penalty: 3380.645752
	Iteration 22Q: 3 clusters Score -4968905 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -4968945.000000 Penalty: 3380.645752
	Iteration 23Q: 3 clusters Score -4968945 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -4968980.500000 Penalty: 3380.645752
	Iteration 24Q: 3 clusters Score -4968980 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -4968994.000000 Penalty: 3380.645752
	Iteration 25Q: 3 clusters Score -4968994 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -4969014.500000 Penalty: 3380.645752
	Iteration 26Q: 3 clusters Score -4969014 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4969027.000000 Penalty: 3380.645752
	Iteration 27Q: 3 clusters Score -4969027 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -4969049.000000 Penalty: 3380.645752
	Iteration 28Q: 3 clusters Score -4969049 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -4969076.000000 Penalty: 3380.645752
	Iteration 29Q: 3 clusters Score -4969076 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -4969125.000000 Penalty: 3380.645752
	Iteration 30Q: 3 clusters Score -4969125 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -4969128.500000 Penalty: 3380.645752
	Iteration 31Q: 3 clusters Score -4969128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -4969128.000000 Penalty: 3380.645752
	Iteration 32Q: 3 clusters Score -4969128 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -4969120.500000 Penalty: 3380.645752
	Iteration 33Q: 3 clusters Score -4969120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -4969122.000000 Penalty: 3380.645752
	Iteration 34Q: 3 clusters Score -4969122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -4969130.000000 Penalty: 3380.645752
	Iteration 35Q: 3 clusters Score -4969130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -4969129.000000 Penalty: 3380.645752
	Iteration 36Q: 3 clusters Score -4969129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -4969127.000000 Penalty: 3380.645752
	Iteration 37Q: 3 clusters Score -4969127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -4969120.500000 Penalty: 3380.645752
	Iteration 38Q: 3 clusters Score -4969120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -4969123.000000 Penalty: 3380.645752
	Iteration 39Q: 3 clusters Score -4969123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -4969119.500000 Penalty: 3380.645752
	Iteration 40F: 3 clusters Score -4969120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -4969125.000000 Penalty: 3380.645752
	Iteration 41Q: 3 clusters Score -4969125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -4969126.500000 Penalty: 3380.645752
	Iteration 42Q: 3 clusters Score -4969126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -4969128.000000 Penalty: 3380.645752
	Iteration 43Q: 3 clusters Score -4969128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -4969128.000000 Penalty: 3380.645752
	Iteration 44F: 3 clusters Score -4969128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 32740 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 23855 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 4610 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 19154 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 11962 members 
Mstep: Class 29 contains 32836 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 2602 members 
Mstep: Class 32 contains 2162 members 
Mstep: Class 33 contains 15772 members 
Mstep: Class 34 contains 3321 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Mstep: Class 47 contains 4830 members 
Mstep: Class 48 contains 1455 members 
Mstep: Class 49 contains 6879 members 
Mstep: Class 50 contains 27036 members 
Mstep: Class 51 contains 1400 members 
Mstep: Class 52 contains 3078 members 
Mstep: Class 53 contains 145 members 
Mstep: Class 54 contains 2890 members 
Mstep: Class 55 contains 14976 members 
Mstep: Class 56 contains 12632 members 
Mstep: Class 57 contains 517 members 
Mstep: Class 58 contains 18874 members 
Mstep: Class 59 contains 1748 members 
Mstep: Class 60 contains 836 members 
Mstep: Class 61 contains 4629 members 
Mstep: Class 62 contains 35720 members 
Mstep: Class 63 contains 1811 members 
Mstep: Class 64 contains 4948 members 
Mstep: Class 65 contains 17153 members 
Entering Unmasked Estep 
Score: -85797824.000000 Penalty: 140554.421875
Splitting cluster 33 changes total score from -85581216.000000 to -85797824.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 34 (3321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Entering Unmasked Estep 
Score: -413079.437500 Penalty: 1317.553345
	Iteration 0F: 2 clusters Score -413079.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -410208.625000 Penalty: 2635.106689
	Iteration 0F: 3 clusters Score -410208.6 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -411051.125000 Penalty: 2635.106689
	Iteration 1F: 3 clusters Score -411051.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -411324.218750 Penalty: 2635.106689
	Iteration 2F: 3 clusters Score -411324.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -411574.656250 Penalty: 2635.106689
	Iteration 3F: 3 clusters Score -411574.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -411795.531250 Penalty: 2635.106689
	Iteration 4F: 3 clusters Score -411795.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -411966.500000 Penalty: 2635.106689
	Iteration 5F: 3 clusters Score -411966.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -412070.937500 Penalty: 2635.106689
	Iteration 6Q: 3 clusters Score -412070.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -412136.562500 Penalty: 2635.106689
	Iteration 7Q: 3 clusters Score -412136.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -412185.000000 Penalty: 2635.106689
	Iteration 8Q: 3 clusters Score -412185 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -412218.062500 Penalty: 2635.106689
	Iteration 9Q: 3 clusters Score -412218.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -412251.375000 Penalty: 2635.106689
	Iteration 10Q: 3 clusters Score -412251.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -412283.875000 Penalty: 2635.106689
	Iteration 11Q: 3 clusters Score -412283.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -412301.843750 Penalty: 2635.106689
	Iteration 12Q: 3 clusters Score -412301.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -412317.187500 Penalty: 2635.106689
	Iteration 13Q: 3 clusters Score -412317.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -412337.937500 Penalty: 2635.106689
	Iteration 14Q: 3 clusters Score -412337.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -412353.718750 Penalty: 2635.106689
	Iteration 15Q: 3 clusters Score -412353.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -412367.375000 Penalty: 2635.106689
	Iteration 16Q: 3 clusters Score -412367.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -412382.968750 Penalty: 2635.106689
	Iteration 17Q: 3 clusters Score -412383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -412403.375000 Penalty: 2635.106689
	Iteration 18Q: 3 clusters Score -412403.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -412428.093750 Penalty: 2635.106689
	Iteration 19Q: 3 clusters Score -412428.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -412459.281250 Penalty: 2635.106689
	Iteration 20F: 3 clusters Score -412459.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -412490.062500 Penalty: 2635.106689
	Iteration 21Q: 3 clusters Score -412490.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -412517.312500 Penalty: 2635.106689
	Iteration 22Q: 3 clusters Score -412517.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -412548.187500 Penalty: 2635.106689
	Iteration 23Q: 3 clusters Score -412548.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -412587.906250 Penalty: 2635.106689
	Iteration 24Q: 3 clusters Score -412587.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -412636.093750 Penalty: 2635.106689
	Iteration 25Q: 3 clusters Score -412636.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -412701.625000 Penalty: 2635.106689
	Iteration 26Q: 3 clusters Score -412701.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -412765.937500 Penalty: 2635.106689
	Iteration 27Q: 3 clusters Score -412765.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -412823.968750 Penalty: 2635.106689
	Iteration 28Q: 3 clusters Score -412824 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -412887.437500 Penalty: 2635.106689
	Iteration 29Q: 3 clusters Score -412887.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -412947.312500 Penalty: 2635.106689
	Iteration 30Q: 3 clusters Score -412947.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -413008.968750 Penalty: 2635.106689
	Iteration 31Q: 3 clusters Score -413009 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -413059.843750 Penalty: 2635.106689
	Iteration 32Q: 3 clusters Score -413059.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -413103.000000 Penalty: 2635.106689
	Iteration 33Q: 3 clusters Score -413103 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -413141.125000 Penalty: 2635.106689
	Iteration 34Q: 3 clusters Score -413141.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -413175.187500 Penalty: 2635.106689
	Iteration 35Q: 3 clusters Score -413175.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -413199.531250 Penalty: 2635.106689
	Iteration 36Q: 3 clusters Score -413199.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -413221.843750 Penalty: 2635.106689
	Iteration 37Q: 3 clusters Score -413221.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -413240.468750 Penalty: 2635.106689
	Iteration 38Q: 3 clusters Score -413240.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -413257.375000 Penalty: 2635.106689
	Iteration 39Q: 3 clusters Score -413257.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -413279.968750 Penalty: 2635.106689
	Iteration 40F: 3 clusters Score -413280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -413302.468750 Penalty: 2635.106689
	Iteration 41Q: 3 clusters Score -413302.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -413316.937500 Penalty: 2635.106689
	Iteration 42Q: 3 clusters Score -413316.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -413334.406250 Penalty: 2635.106689
	Iteration 43Q: 3 clusters Score -413334.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -413346.781250 Penalty: 2635.106689
	Iteration 44Q: 3 clusters Score -413346.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -413363.093750 Penalty: 2635.106689
	Iteration 45Q: 3 clusters Score -413363.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -413379.750000 Penalty: 2635.106689
	Iteration 46Q: 3 clusters Score -413379.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -413397.125000 Penalty: 2635.106689
	Iteration 47Q: 3 clusters Score -413397.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -413410.812500 Penalty: 2635.106689
	Iteration 48Q: 3 clusters Score -413410.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -413419.812500 Penalty: 2635.106689
	Iteration 49Q: 3 clusters Score -413419.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -413427.000000 Penalty: 2635.106689
	Iteration 50Q: 3 clusters Score -413427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -413431.875000 Penalty: 2635.106689
	Iteration 51Q: 3 clusters Score -413431.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -413436.906250 Penalty: 2635.106689
	Iteration 52Q: 3 clusters Score -413436.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -413437.531250 Penalty: 2635.106689
	Iteration 53Q: 3 clusters Score -413437.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -413439.968750 Penalty: 2635.106689
	Iteration 54Q: 3 clusters Score -413440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -413441.468750 Penalty: 2635.106689
	Iteration 55Q: 3 clusters Score -413441.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -413442.156250 Penalty: 2635.106689
	Iteration 56Q: 3 clusters Score -413442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -413442.781250 Penalty: 2635.106689
	Iteration 57Q: 3 clusters Score -413442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -413443.812500 Penalty: 2635.106689
	Iteration 58Q: 3 clusters Score -413443.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -413443.875000 Penalty: 2635.106689
	Iteration 59Q: 3 clusters Score -413443.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -413444.687500 Penalty: 2635.106689
	Iteration 60F: 3 clusters Score -413444.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -413444.406250 Penalty: 2635.106689
	Iteration 61Q: 3 clusters Score -413444.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -413445.468750 Penalty: 2635.106689
	Iteration 62Q: 3 clusters Score -413445.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -413446.156250 Penalty: 2635.106689
	Iteration 63Q: 3 clusters Score -413446.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -413447.468750 Penalty: 2635.106689
	Iteration 64Q: 3 clusters Score -413447.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -413448.562500 Penalty: 2635.106689
	Iteration 65Q: 3 clusters Score -413448.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -413450.250000 Penalty: 2635.106689
	Iteration 66Q: 3 clusters Score -413450.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -413451.187500 Penalty: 2635.106689
	Iteration 67Q: 3 clusters Score -413451.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -413453.406250 Penalty: 2635.106689
	Iteration 68Q: 3 clusters Score -413453.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -413455.781250 Penalty: 2635.106689
	Iteration 69Q: 3 clusters Score -413455.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -413456.906250 Penalty: 2635.106689
	Iteration 70Q: 3 clusters Score -413456.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -413457.093750 Penalty: 2635.106689
	Iteration 71Q: 3 clusters Score -413457.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -413458.093750 Penalty: 2635.106689
	Iteration 72Q: 3 clusters Score -413458.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -413460.062500 Penalty: 2635.106689
	Iteration 73Q: 3 clusters Score -413460.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -413460.031250 Penalty: 2635.106689
	Iteration 74Q: 3 clusters Score -413460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -413462.031250 Penalty: 2635.106689
	Iteration 75Q: 3 clusters Score -413462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -413463.187500 Penalty: 2635.106689
	Iteration 76Q: 3 clusters Score -413463.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -413464.468750 Penalty: 2635.106689
	Iteration 77Q: 3 clusters Score -413464.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -413464.062500 Penalty: 2635.106689
	Iteration 78Q: 3 clusters Score -413464.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -413464.062500 Penalty: 2635.106689
	Iteration 79F: 3 clusters Score -413464.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 32740 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 23855 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 4610 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 19154 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 11962 members 
Mstep: Class 29 contains 32836 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 2602 members 
Mstep: Class 32 contains 2162 members 
Mstep: Class 33 contains 15772 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Mstep: Class 47 contains 4830 members 
Mstep: Class 48 contains 1455 members 
Mstep: Class 49 contains 6879 members 
Mstep: Class 50 contains 27036 members 
Mstep: Class 51 contains 1400 members 
Mstep: Class 52 contains 3078 members 
Mstep: Class 53 contains 145 members 
Mstep: Class 54 contains 2890 members 
Mstep: Class 55 contains 14976 members 
Mstep: Class 56 contains 12632 members 
Mstep: Class 57 contains 517 members 
Mstep: Class 58 contains 18874 members 
Mstep: Class 59 contains 1748 members 
Mstep: Class 60 contains 836 members 
Mstep: Class 61 contains 4629 members 
Mstep: Class 62 contains 35720 members 
Mstep: Class 63 contains 1811 members 
Mstep: Class 64 contains 4948 members 
Mstep: Class 65 contains 17153 members 
Mstep: Class 66 contains 2121 members 
Entering Unmasked Estep 
Score: -85797408.000000 Penalty: 142716.796875
Splitting cluster 34 changes total score from -85581216.000000 to -85797408.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 35 (4163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Entering Unmasked Estep 
Score: -566860.000000 Penalty: 1354.273560
	Iteration 0F: 2 clusters Score -566860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -563460.812500 Penalty: 2708.547119
	Iteration 0F: 3 clusters Score -563460.8 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -564867.812500 Penalty: 2708.547119
	Iteration 1F: 3 clusters Score -564867.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -565571.250000 Penalty: 2708.547119
	Iteration 2F: 3 clusters Score -565571.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -566293.500000 Penalty: 2708.547119
	Iteration 3F: 3 clusters Score -566293.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -567052.312500 Penalty: 2708.547119
	Iteration 4F: 3 clusters Score -567052.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -567569.125000 Penalty: 2708.547119
	Iteration 5F: 3 clusters Score -567569.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -567857.625000 Penalty: 2708.547119
	Iteration 6F: 3 clusters Score -567857.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -568044.812500 Penalty: 2708.547119
	Iteration 7Q: 3 clusters Score -568044.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -568198.375000 Penalty: 2708.547119
	Iteration 8Q: 3 clusters Score -568198.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -568309.187500 Penalty: 2708.547119
	Iteration 9Q: 3 clusters Score -568309.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -568373.562500 Penalty: 2708.547119
	Iteration 10Q: 3 clusters Score -568373.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -568412.312500 Penalty: 2708.547119
	Iteration 11Q: 3 clusters Score -568412.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -568430.500000 Penalty: 2708.547119
	Iteration 12Q: 3 clusters Score -568430.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -568438.125000 Penalty: 2708.547119
	Iteration 13Q: 3 clusters Score -568438.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -568442.187500 Penalty: 2708.547119
	Iteration 14Q: 3 clusters Score -568442.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -568448.625000 Penalty: 2708.547119
	Iteration 15Q: 3 clusters Score -568448.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -568449.250000 Penalty: 2708.547119
	Iteration 16Q: 3 clusters Score -568449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -568449.062500 Penalty: 2708.547119
	Iteration 17Q: 3 clusters Score -568449.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -568449.062500 Penalty: 2708.547119
	Iteration 18F: 3 clusters Score -568449.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 32740 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 23855 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 4610 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 19154 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 11962 members 
Mstep: Class 29 contains 32836 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 2602 members 
Mstep: Class 32 contains 2162 members 
Mstep: Class 33 contains 15772 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 1436 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 10178 members 
Mstep: Class 38 contains 29323 members 
Mstep: Class 39 contains 4843 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 19551 members 
Mstep: Class 42 contains 954 members 
Mstep: Class 43 contains 1573 members 
Mstep: Class 44 contains 3475 members 
Mstep: Class 45 contains 13926 members 
Mstep: Class 46 contains 17513 members 
Mstep: Class 47 contains 4830 members 
Mstep: Class 48 contains 1455 members 
Mstep: Class 49 contains 6879 members 
Mstep: Class 50 contains 27036 members 
Mstep: Class 51 contains 1400 members 
Mstep: Class 52 contains 3078 members 
Mstep: Class 53 contains 145 members 
Mstep: Class 54 contains 2890 members 
Mstep: Class 55 contains 14976 members 
Mstep: Class 56 contains 12632 members 
Mstep: Class 57 contains 517 members 
Mstep: Class 58 contains 18874 members 
Mstep: Class 59 contains 1748 members 
Mstep: Class 60 contains 836 members 
Mstep: Class 61 contains 4629 members 
Mstep: Class 62 contains 35720 members 
Mstep: Class 63 contains 1811 members 
Mstep: Class 64 contains 4948 members 
Mstep: Class 65 contains 17153 members 
Mstep: Class 66 contains 2121 members 
Mstep: Class 67 contains 2727 members 
Entering Unmasked Estep 
Score: -85798000.000000 Penalty: 144879.171875
Splitting cluster 35 changes total score from -85581216.000000 to -85798000.000000
So it's getting split into cluster 67.
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 27435 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 16028 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 32740 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 23855 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 4610 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 19154 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 11962 members 
Mstep: Class 29 contains 32836 members 
Mstep: Class 30 contains 5100 members 
Mstep: Class 31 contains 2602 members 
Mstep: Class 32 contains 2162 members 
Mstep: Class 33 contains 15772 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85825824.000000 Penalty: 144879.171875
Iteration 79Q: 68 clusters Score -8.582582e+07 nChanged 26143
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 15047 members 
Mstep: Class 3 contains 247 members 
Mstep: Class 4 contains 8897 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 7698 members 
Mstep: Class 7 contains 1846 members 
Mstep: Class 8 contains 28378 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 1862 members 
Mstep: Class 11 contains 7220 members 
Mstep: Class 12 contains 16285 members 
Mstep: Class 13 contains 22005 members 
Mstep: Class 14 contains 1570 members 
Mstep: Class 15 contains 1648 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 34019 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 5077 members 
Mstep: Class 20 contains 74 members 
Mstep: Class 21 contains 24070 members 
Mstep: Class 22 contains 2093 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 1308 members 
Mstep: Class 25 contains 18673 members 
Mstep: Class 26 contains 1753 members 
Mstep: Class 27 contains 1188 members 
Mstep: Class 28 contains 11977 members 
Mstep: Class 29 contains 34114 members 
Mstep: Class 30 contains 4971 members 
Mstep: Class 31 contains 2675 members 
Mstep: Class 32 contains 2360 members 
Mstep: Class 33 contains 16589 members 
Mstep: Class 34 contains 1384 members 
Mstep: Class 35 contains 1313 members 
Mstep: Class 36 contains 8169 members 
Mstep: Class 37 contains 9691 members 
Mstep: Class 38 contains 29170 members 
Mstep: Class 39 contains 4906 members 
Mstep: Class 40 contains 1828 members 
Mstep: Class 41 contains 20354 members 
Mstep: Class 42 contains 944 members 
Mstep: Class 43 contains 1452 members 
Mstep: Class 44 contains 3691 members 
Mstep: Class 45 contains 12836 members 
Mstep: Class 46 contains 16363 members 
Mstep: Class 47 contains 4307 members 
Mstep: Class 48 contains 1541 members 
Mstep: Class 49 contains 6583 members 
Mstep: Class 50 contains 27904 members 
Mstep: Class 51 contains 1255 members 
Mstep: Class 52 contains 3002 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 2850 members 
Mstep: Class 55 contains 14934 members 
Mstep: Class 56 contains 12000 members 
Mstep: Class 57 contains 517 members 
Mstep: Class 58 contains 17788 members 
Mstep: Class 59 contains 1629 members 
Mstep: Class 60 contains 758 members 
Mstep: Class 61 contains 4919 members 
Mstep: Class 62 contains 35495 members 
Mstep: Class 63 contains 1811 members 
Mstep: Class 64 contains 4664 members 
Mstep: Class 65 contains 16180 members 
Mstep: Class 66 contains 1823 members 
Mstep: Class 67 contains 2510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1371.464844 but Gain 2162.375000
Score: -85847752.000000 Penalty: 142716.796875
Iteration 80F: 67 clusters Score -8.584775e+07 nChanged 22242
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 14921 members 
Mstep: Class 3 contains 228 members 
Mstep: Class 4 contains 9332 members 
Mstep: Class 5 contains 28498 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 28668 members 
Mstep: Class 9 contains 1781 members 
Mstep: Class 10 contains 1957 members 
Mstep: Class 11 contains 7047 members 
Mstep: Class 12 contains 14203 members 
Mstep: Class 13 contains 19494 members 
Mstep: Class 14 contains 1601 members 
Mstep: Class 15 contains 1587 members 
Mstep: Class 16 contains 3073 members 
Mstep: Class 17 contains 33771 members 
Mstep: Class 18 contains 1584 members 
Mstep: Class 19 contains 4986 members 
Mstep: Class 21 contains 23818 members 
Mstep: Class 22 contains 1490 members 
Mstep: Class 23 contains 4796 members 
Mstep: Class 24 contains 1378 members 
Mstep: Class 25 contains 17750 members 
Mstep: Class 26 contains 1664 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 11291 members 
Mstep: Class 29 contains 34117 members 
Mstep: Class 30 contains 4745 members 
Mstep: Class 31 contains 2699 members 
Mstep: Class 32 contains 2410 members 
Mstep: Class 33 contains 16866 members 
Mstep: Class 34 contains 1420 members 
Mstep: Class 35 contains 1258 members 
Mstep: Class 36 contains 8607 members 
Mstep: Class 37 contains 9870 members 
Mstep: Class 38 contains 29341 members 
Mstep: Class 39 contains 5122 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 21481 members 
Mstep: Class 42 contains 1097 members 
Mstep: Class 43 contains 1451 members 
Mstep: Class 44 contains 4289 members 
Mstep: Class 45 contains 13022 members 
Mstep: Class 46 contains 16266 members 
Mstep: Class 47 contains 4225 members 
Mstep: Class 48 contains 1712 members 
Mstep: Class 49 contains 6442 members 
Mstep: Class 50 contains 30249 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 2959 members 
Mstep: Class 53 contains 163 members 
Mstep: Class 54 contains 2913 members 
Mstep: Class 55 contains 15512 members 
Mstep: Class 56 contains 11980 members 
Mstep: Class 57 contains 589 members 
Mstep: Class 58 contains 17269 members 
Mstep: Class 59 contains 1675 members 
Mstep: Class 60 contains 787 members 
Mstep: Class 61 contains 5522 members 
Mstep: Class 62 contains 36692 members 
Mstep: Class 63 contains 1909 members 
Mstep: Class 64 contains 4639 members 
Mstep: Class 65 contains 16110 members 
Mstep: Class 66 contains 1750 members 
Mstep: Class 67 contains 2542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1773.986206 but Gain 2162.375000
Score: -85856208.000000 Penalty: 140554.421875
Iteration 81Q: 66 clusters Score -8.585621e+07 nChanged 13838
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 14885 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 10413 members 
Mstep: Class 5 contains 28836 members 
Mstep: Class 6 contains 7287 members 
Mstep: Class 7 contains 2056 members 
Mstep: Class 8 contains 28906 members 
Mstep: Class 9 contains 1766 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 6969 members 
Mstep: Class 12 contains 12962 members 
Mstep: Class 13 contains 18010 members 
Mstep: Class 14 contains 1625 members 
Mstep: Class 15 contains 1575 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 33392 members 
Mstep: Class 18 contains 1555 members 
Mstep: Class 19 contains 4981 members 
Mstep: Class 21 contains 23712 members 
Mstep: Class 23 contains 4710 members 
Mstep: Class 24 contains 1447 members 
Mstep: Class 25 contains 17028 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 1337 members 
Mstep: Class 28 contains 10985 members 
Mstep: Class 29 contains 34282 members 
Mstep: Class 30 contains 4612 members 
Mstep: Class 31 contains 2757 members 
Mstep: Class 32 contains 2493 members 
Mstep: Class 33 contains 17053 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1245 members 
Mstep: Class 36 contains 8806 members 
Mstep: Class 37 contains 10069 members 
Mstep: Class 38 contains 29565 members 
Mstep: Class 39 contains 5211 members 
Mstep: Class 40 contains 1848 members 
Mstep: Class 41 contains 22342 members 
Mstep: Class 42 contains 1172 members 
Mstep: Class 43 contains 1447 members 
Mstep: Class 44 contains 4594 members 
Mstep: Class 45 contains 13117 members 
Mstep: Class 46 contains 16189 members 
Mstep: Class 47 contains 4129 members 
Mstep: Class 48 contains 1773 members 
Mstep: Class 49 contains 6368 members 
Mstep: Class 50 contains 31918 members 
Mstep: Class 51 contains 1216 members 
Mstep: Class 52 contains 2913 members 
Mstep: Class 53 contains 167 members 
Mstep: Class 54 contains 2907 members 
Mstep: Class 55 contains 15933 members 
Mstep: Class 56 contains 11882 members 
Mstep: Class 57 contains 566 members 
Mstep: Class 58 contains 16922 members 
Mstep: Class 59 contains 1679 members 
Mstep: Class 60 contains 786 members 
Mstep: Class 61 contains 5801 members 
Mstep: Class 62 contains 37097 members 
Mstep: Class 63 contains 1931 members 
Mstep: Class 64 contains 4627 members 
Mstep: Class 65 contains 16120 members 
Mstep: Class 66 contains 1697 members 
Mstep: Class 67 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85860624.000000 Penalty: 140554.421875
Iteration 82Q: 66 clusters Score -8.586062e+07 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 14868 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 10480 members 
Mstep: Class 5 contains 29017 members 
Mstep: Class 6 contains 7224 members 
Mstep: Class 7 contains 2110 members 
Mstep: Class 8 contains 29138 members 
Mstep: Class 9 contains 1758 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 12132 members 
Mstep: Class 13 contains 16946 members 
Mstep: Class 14 contains 1620 members 
Mstep: Class 15 contains 1582 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 33103 members 
Mstep: Class 18 contains 1510 members 
Mstep: Class 19 contains 5002 members 
Mstep: Class 21 contains 23655 members 
Mstep: Class 23 contains 4634 members 
Mstep: Class 24 contains 1493 members 
Mstep: Class 25 contains 16400 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 1415 members 
Mstep: Class 28 contains 10778 members 
Mstep: Class 29 contains 34439 members 
Mstep: Class 30 contains 4562 members 
Mstep: Class 31 contains 2798 members 
Mstep: Class 32 contains 2558 members 
Mstep: Class 33 contains 17195 members 
Mstep: Class 34 contains 1468 members 
Mstep: Class 35 contains 1226 members 
Mstep: Class 36 contains 8883 members 
Mstep: Class 37 contains 10102 members 
Mstep: Class 38 contains 29842 members 
Mstep: Class 39 contains 5251 members 
Mstep: Class 40 contains 1864 members 
Mstep: Class 41 contains 22972 members 
Mstep: Class 42 contains 1223 members 
Mstep: Class 43 contains 1440 members 
Mstep: Class 44 contains 4781 members 
Mstep: Class 45 contains 13204 members 
Mstep: Class 46 contains 16151 members 
Mstep: Class 47 contains 4060 members 
Mstep: Class 48 contains 1774 members 
Mstep: Class 49 contains 6325 members 
Mstep: Class 50 contains 33084 members 
Mstep: Class 51 contains 1189 members 
Mstep: Class 52 contains 2860 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2878 members 
Mstep: Class 55 contains 16137 members 
Mstep: Class 56 contains 11815 members 
Mstep: Class 57 contains 546 members 
Mstep: Class 58 contains 16709 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 793 members 
Mstep: Class 61 contains 5914 members 
Mstep: Class 62 contains 37273 members 
Mstep: Class 63 contains 1941 members 
Mstep: Class 64 contains 4630 members 
Mstep: Class 65 contains 16182 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 2502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85862560.000000 Penalty: 140554.421875
Iteration 83Q: 66 clusters Score -8.586256e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 14866 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 29046 members 
Mstep: Class 6 contains 7181 members 
Mstep: Class 7 contains 2128 members 
Mstep: Class 8 contains 29367 members 
Mstep: Class 9 contains 1756 members 
Mstep: Class 10 contains 2045 members 
Mstep: Class 11 contains 6885 members 
Mstep: Class 12 contains 11518 members 
Mstep: Class 13 contains 16187 members 
Mstep: Class 14 contains 1615 members 
Mstep: Class 15 contains 1600 members 
Mstep: Class 16 contains 3177 members 
Mstep: Class 17 contains 32957 members 
Mstep: Class 18 contains 1492 members 
Mstep: Class 19 contains 5030 members 
Mstep: Class 21 contains 23607 members 
Mstep: Class 23 contains 4578 members 
Mstep: Class 24 contains 1507 members 
Mstep: Class 25 contains 15879 members 
Mstep: Class 26 contains 1662 members 
Mstep: Class 27 contains 1453 members 
Mstep: Class 28 contains 10618 members 
Mstep: Class 29 contains 34586 members 
Mstep: Class 30 contains 4519 members 
Mstep: Class 31 contains 2845 members 
Mstep: Class 32 contains 2624 members 
Mstep: Class 33 contains 17319 members 
Mstep: Class 34 contains 1493 members 
Mstep: Class 35 contains 1227 members 
Mstep: Class 36 contains 8912 members 
Mstep: Class 37 contains 10136 members 
Mstep: Class 38 contains 30172 members 
Mstep: Class 39 contains 5271 members 
Mstep: Class 40 contains 1879 members 
Mstep: Class 41 contains 23476 members 
Mstep: Class 42 contains 1255 members 
Mstep: Class 43 contains 1435 members 
Mstep: Class 44 contains 4879 members 
Mstep: Class 45 contains 13277 members 
Mstep: Class 46 contains 16127 members 
Mstep: Class 47 contains 4012 members 
Mstep: Class 48 contains 1765 members 
Mstep: Class 49 contains 6288 members 
Mstep: Class 50 contains 33864 members 
Mstep: Class 51 contains 1159 members 
Mstep: Class 52 contains 2808 members 
Mstep: Class 53 contains 173 members 
Mstep: Class 54 contains 2853 members 
Mstep: Class 55 contains 16290 members 
Mstep: Class 56 contains 11768 members 
Mstep: Class 57 contains 537 members 
Mstep: Class 58 contains 16537 members 
Mstep: Class 59 contains 1668 members 
Mstep: Class 60 contains 801 members 
Mstep: Class 61 contains 5980 members 
Mstep: Class 62 contains 37347 members 
Mstep: Class 63 contains 1945 members 
Mstep: Class 64 contains 4612 members 
Mstep: Class 65 contains 16269 members 
Mstep: Class 66 contains 1616 members 
Mstep: Class 67 contains 2471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85863400.000000 Penalty: 140554.421875
Iteration 84Q: 66 clusters Score -8.58634e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 14863 members 
Mstep: Class 3 contains 219 members 
Mstep: Class 4 contains 10540 members 
Mstep: Class 5 contains 28992 members 
Mstep: Class 6 contains 7135 members 
Mstep: Class 7 contains 2143 members 
Mstep: Class 8 contains 29608 members 
Mstep: Class 9 contains 1745 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 6856 members 
Mstep: Class 12 contains 11044 members 
Mstep: Class 13 contains 15626 members 
Mstep: Class 14 contains 1616 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 16 contains 3205 members 
Mstep: Class 17 contains 32940 members 
Mstep: Class 18 contains 1466 members 
Mstep: Class 19 contains 5065 members 
Mstep: Class 21 contains 23553 members 
Mstep: Class 23 contains 4532 members 
Mstep: Class 24 contains 1515 members 
Mstep: Class 25 contains 15433 members 
Mstep: Class 26 contains 1664 members 
Mstep: Class 27 contains 1496 members 
Mstep: Class 28 contains 10497 members 
Mstep: Class 29 contains 34702 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 2884 members 
Mstep: Class 32 contains 2682 members 
Mstep: Class 33 contains 17449 members 
Mstep: Class 34 contains 1506 members 
Mstep: Class 35 contains 1228 members 
Mstep: Class 36 contains 8905 members 
Mstep: Class 37 contains 10164 members 
Mstep: Class 38 contains 30507 members 
Mstep: Class 39 contains 5284 members 
Mstep: Class 40 contains 1899 members 
Mstep: Class 41 contains 23838 members 
Mstep: Class 42 contains 1289 members 
Mstep: Class 43 contains 1429 members 
Mstep: Class 44 contains 4936 members 
Mstep: Class 45 contains 13352 members 
Mstep: Class 46 contains 16096 members 
Mstep: Class 47 contains 3987 members 
Mstep: Class 48 contains 1749 members 
Mstep: Class 49 contains 6259 members 
Mstep: Class 50 contains 34332 members 
Mstep: Class 51 contains 1133 members 
Mstep: Class 52 contains 2770 members 
Mstep: Class 53 contains 173 members 
Mstep: Class 54 contains 2838 members 
Mstep: Class 55 contains 16427 members 
Mstep: Class 56 contains 11755 members 
Mstep: Class 57 contains 533 members 
Mstep: Class 58 contains 16398 members 
Mstep: Class 59 contains 1667 members 
Mstep: Class 60 contains 813 members 
Mstep: Class 61 contains 6023 members 
Mstep: Class 62 contains 37370 members 
Mstep: Class 63 contains 1945 members 
Mstep: Class 64 contains 4600 members 
Mstep: Class 65 contains 16388 members 
Mstep: Class 66 contains 1581 members 
Mstep: Class 67 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85863408.000000 Penalty: 140554.421875
Iteration 85Q: 66 clusters Score -8.586341e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 14860 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 10580 members 
Mstep: Class 5 contains 28897 members 
Mstep: Class 6 contains 7102 members 
Mstep: Class 7 contains 2149 members 
Mstep: Class 8 contains 29864 members 
Mstep: Class 9 contains 1744 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 10669 members 
Mstep: Class 13 contains 15156 members 
Mstep: Class 14 contains 1611 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 3227 members 
Mstep: Class 17 contains 33018 members 
Mstep: Class 18 contains 1455 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 21 contains 23501 members 
Mstep: Class 23 contains 4486 members 
Mstep: Class 24 contains 1523 members 
Mstep: Class 25 contains 15060 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 1534 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 34799 members 
Mstep: Class 30 contains 4474 members 
Mstep: Class 31 contains 2921 members 
Mstep: Class 32 contains 2716 members 
Mstep: Class 33 contains 17556 members 
Mstep: Class 34 contains 1506 members 
Mstep: Class 35 contains 1233 members 
Mstep: Class 36 contains 8876 members 
Mstep: Class 37 contains 10175 members 
Mstep: Class 38 contains 30867 members 
Mstep: Class 39 contains 5300 members 
Mstep: Class 40 contains 1918 members 
Mstep: Class 41 contains 24105 members 
Mstep: Class 42 contains 1315 members 
Mstep: Class 43 contains 1434 members 
Mstep: Class 44 contains 4973 members 
Mstep: Class 45 contains 13388 members 
Mstep: Class 46 contains 16075 members 
Mstep: Class 47 contains 3976 members 
Mstep: Class 48 contains 1745 members 
Mstep: Class 49 contains 6219 members 
Mstep: Class 50 contains 34652 members 
Mstep: Class 51 contains 1111 members 
Mstep: Class 52 contains 2735 members 
Mstep: Class 53 contains 173 members 
Mstep: Class 54 contains 2828 members 
Mstep: Class 55 contains 16519 members 
Mstep: Class 56 contains 11756 members 
Mstep: Class 57 contains 528 members 
Mstep: Class 58 contains 16271 members 
Mstep: Class 59 contains 1660 members 
Mstep: Class 60 contains 817 members 
Mstep: Class 61 contains 6044 members 
Mstep: Class 62 contains 37384 members 
Mstep: Class 63 contains 1935 members 
Mstep: Class 64 contains 4599 members 
Mstep: Class 65 contains 16501 members 
Mstep: Class 66 contains 1557 members 
Mstep: Class 67 contains 2418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85864048.000000 Penalty: 140554.421875
Iteration 86Q: 66 clusters Score -8.586405e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 14861 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 10619 members 
Mstep: Class 5 contains 28733 members 
Mstep: Class 6 contains 7062 members 
Mstep: Class 7 contains 2156 members 
Mstep: Class 8 contains 30142 members 
Mstep: Class 9 contains 1742 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 6807 members 
Mstep: Class 12 contains 10390 members 
Mstep: Class 13 contains 14779 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 1631 members 
Mstep: Class 16 contains 3244 members 
Mstep: Class 17 contains 33108 members 
Mstep: Class 18 contains 1444 members 
Mstep: Class 19 contains 5103 members 
Mstep: Class 21 contains 23477 members 
Mstep: Class 23 contains 4461 members 
Mstep: Class 24 contains 1526 members 
Mstep: Class 25 contains 14683 members 
Mstep: Class 26 contains 1674 members 
Mstep: Class 27 contains 1565 members 
Mstep: Class 28 contains 10294 members 
Mstep: Class 29 contains 34881 members 
Mstep: Class 30 contains 4464 members 
Mstep: Class 31 contains 2954 members 
Mstep: Class 32 contains 2741 members 
Mstep: Class 33 contains 17645 members 
Mstep: Class 34 contains 1509 members 
Mstep: Class 35 contains 1250 members 
Mstep: Class 36 contains 8849 members 
Mstep: Class 37 contains 10162 members 
Mstep: Class 38 contains 31224 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 1934 members 
Mstep: Class 41 contains 24324 members 
Mstep: Class 42 contains 1330 members 
Mstep: Class 43 contains 1438 members 
Mstep: Class 44 contains 4993 members 
Mstep: Class 45 contains 13431 members 
Mstep: Class 46 contains 16068 members 
Mstep: Class 47 contains 3965 members 
Mstep: Class 48 contains 1743 members 
Mstep: Class 49 contains 6193 members 
Mstep: Class 50 contains 34813 members 
Mstep: Class 51 contains 1098 members 
Mstep: Class 52 contains 2713 members 
Mstep: Class 53 contains 173 members 
Mstep: Class 54 contains 2809 members 
Mstep: Class 55 contains 16612 members 
Mstep: Class 56 contains 11769 members 
Mstep: Class 57 contains 528 members 
Mstep: Class 58 contains 16146 members 
Mstep: Class 59 contains 1652 members 
Mstep: Class 60 contains 817 members 
Mstep: Class 61 contains 6073 members 
Mstep: Class 62 contains 37390 members 
Mstep: Class 63 contains 1913 members 
Mstep: Class 64 contains 4587 members 
Mstep: Class 65 contains 16629 members 
Mstep: Class 66 contains 1551 members 
Mstep: Class 67 contains 2403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85864224.000000 Penalty: 140554.421875
Iteration 87Q: 66 clusters Score -8.586422e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 14858 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 10652 members 
Mstep: Class 5 contains 28560 members 
Mstep: Class 6 contains 7034 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 30382 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 6778 members 
Mstep: Class 12 contains 10140 members 
Mstep: Class 13 contains 14478 members 
Mstep: Class 14 contains 1596 members 
Mstep: Class 15 contains 1638 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 33161 members 
Mstep: Class 18 contains 1442 members 
Mstep: Class 19 contains 5110 members 
Mstep: Class 21 contains 23468 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 1530 members 
Mstep: Class 25 contains 14361 members 
Mstep: Class 26 contains 1684 members 
Mstep: Class 27 contains 1593 members 
Mstep: Class 28 contains 10217 members 
Mstep: Class 29 contains 34968 members 
Mstep: Class 30 contains 4457 members 
Mstep: Class 31 contains 2983 members 
Mstep: Class 32 contains 2759 members 
Mstep: Class 33 contains 17750 members 
Mstep: Class 34 contains 1506 members 
Mstep: Class 35 contains 1266 members 
Mstep: Class 36 contains 8813 members 
Mstep: Class 37 contains 10139 members 
Mstep: Class 38 contains 31529 members 
Mstep: Class 39 contains 5320 members 
Mstep: Class 40 contains 1945 members 
Mstep: Class 41 contains 24532 members 
Mstep: Class 42 contains 1336 members 
Mstep: Class 43 contains 1439 members 
Mstep: Class 44 contains 5007 members 
Mstep: Class 45 contains 13455 members 
Mstep: Class 46 contains 16051 members 
Mstep: Class 47 contains 3950 members 
Mstep: Class 48 contains 1754 members 
Mstep: Class 49 contains 6168 members 
Mstep: Class 50 contains 34951 members 
Mstep: Class 51 contains 1087 members 
Mstep: Class 52 contains 2694 members 
Mstep: Class 53 contains 173 members 
Mstep: Class 54 contains 2793 members 
Mstep: Class 55 contains 16704 members 
Mstep: Class 56 contains 11775 members 
Mstep: Class 57 contains 528 members 
Mstep: Class 58 contains 16036 members 
Mstep: Class 59 contains 1650 members 
Mstep: Class 60 contains 816 members 
Mstep: Class 61 contains 6101 members 
Mstep: Class 62 contains 37382 members 
Mstep: Class 63 contains 1893 members 
Mstep: Class 64 contains 4576 members 
Mstep: Class 65 contains 16765 members 
Mstep: Class 66 contains 1545 members 
Mstep: Class 67 contains 2381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85864760.000000 Penalty: 140554.421875
Iteration 88Q: 66 clusters Score -8.586476e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 14859 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 10675 members 
Mstep: Class 5 contains 28426 members 
Mstep: Class 6 contains 7020 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 30594 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 2039 members 
Mstep: Class 11 contains 6748 members 
Mstep: Class 12 contains 9930 members 
Mstep: Class 13 contains 14232 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 1644 members 
Mstep: Class 16 contains 3282 members 
Mstep: Class 17 contains 33228 members 
Mstep: Class 18 contains 1438 members 
Mstep: Class 19 contains 5120 members 
Mstep: Class 21 contains 23463 members 
Mstep: Class 23 contains 4419 members 
Mstep: Class 24 contains 1529 members 
Mstep: Class 25 contains 14071 members 
Mstep: Class 26 contains 1695 members 
Mstep: Class 27 contains 1616 members 
Mstep: Class 28 contains 10150 members 
Mstep: Class 29 contains 35047 members 
Mstep: Class 30 contains 4448 members 
Mstep: Class 31 contains 2995 members 
Mstep: Class 32 contains 2784 members 
Mstep: Class 33 contains 17844 members 
Mstep: Class 34 contains 1495 members 
Mstep: Class 35 contains 1275 members 
Mstep: Class 36 contains 8777 members 
Mstep: Class 37 contains 10137 members 
Mstep: Class 38 contains 31798 members 
Mstep: Class 39 contains 5326 members 
Mstep: Class 40 contains 1950 members 
Mstep: Class 41 contains 24741 members 
Mstep: Class 42 contains 1347 members 
Mstep: Class 43 contains 1432 members 
Mstep: Class 44 contains 5012 members 
Mstep: Class 45 contains 13477 members 
Mstep: Class 46 contains 16046 members 
Mstep: Class 47 contains 3939 members 
Mstep: Class 48 contains 1754 members 
Mstep: Class 49 contains 6148 members 
Mstep: Class 50 contains 35024 members 
Mstep: Class 51 contains 1078 members 
Mstep: Class 52 contains 2681 members 
Mstep: Class 53 contains 173 members 
Mstep: Class 54 contains 2782 members 
Mstep: Class 55 contains 16755 members 
Mstep: Class 56 contains 11781 members 
Mstep: Class 57 contains 529 members 
Mstep: Class 58 contains 15912 members 
Mstep: Class 59 contains 1646 members 
Mstep: Class 60 contains 822 members 
Mstep: Class 61 contains 6118 members 
Mstep: Class 62 contains 37349 members 
Mstep: Class 63 contains 1887 members 
Mstep: Class 64 contains 4566 members 
Mstep: Class 65 contains 16872 members 
Mstep: Class 66 contains 1548 members 
Mstep: Class 67 contains 2369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85864952.000000 Penalty: 140554.421875
Iteration 89Q: 66 clusters Score -8.586495e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 14856 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 10694 members 
Mstep: Class 5 contains 28302 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 2172 members 
Mstep: Class 8 contains 30759 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 6724 members 
Mstep: Class 12 contains 9770 members 
Mstep: Class 13 contains 14059 members 
Mstep: Class 14 contains 1602 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 3292 members 
Mstep: Class 17 contains 33278 members 
Mstep: Class 18 contains 1432 members 
Mstep: Class 19 contains 5127 members 
Mstep: Class 21 contains 23465 members 
Mstep: Class 23 contains 4399 members 
Mstep: Class 24 contains 1533 members 
Mstep: Class 25 contains 13813 members 
Mstep: Class 26 contains 1690 members 
Mstep: Class 27 contains 1637 members 
Mstep: Class 28 contains 10097 members 
Mstep: Class 29 contains 35139 members 
Mstep: Class 30 contains 4441 members 
Mstep: Class 31 contains 3007 members 
Mstep: Class 32 contains 2808 members 
Mstep: Class 33 contains 17913 members 
Mstep: Class 34 contains 1483 members 
Mstep: Class 35 contains 1273 members 
Mstep: Class 36 contains 8735 members 
Mstep: Class 37 contains 10122 members 
Mstep: Class 38 contains 32023 members 
Mstep: Class 39 contains 5326 members 
Mstep: Class 40 contains 1961 members 
Mstep: Class 41 contains 24966 members 
Mstep: Class 42 contains 1355 members 
Mstep: Class 43 contains 1435 members 
Mstep: Class 44 contains 5025 members 
Mstep: Class 45 contains 13453 members 
Mstep: Class 46 contains 16028 members 
Mstep: Class 47 contains 3930 members 
Mstep: Class 48 contains 1754 members 
Mstep: Class 49 contains 6134 members 
Mstep: Class 50 contains 35118 members 
Mstep: Class 51 contains 1073 members 
Mstep: Class 52 contains 2670 members 
Mstep: Class 53 contains 173 members 
Mstep: Class 54 contains 2767 members 
Mstep: Class 55 contains 16788 members 
Mstep: Class 56 contains 11794 members 
Mstep: Class 57 contains 529 members 
Mstep: Class 58 contains 15781 members 
Mstep: Class 59 contains 1650 members 
Mstep: Class 60 contains 830 members 
Mstep: Class 61 contains 6126 members 
Mstep: Class 62 contains 37313 members 
Mstep: Class 63 contains 1880 members 
Mstep: Class 64 contains 4551 members 
Mstep: Class 65 contains 16968 members 
Mstep: Class 66 contains 1562 members 
Mstep: Class 67 contains 2373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85865296.000000 Penalty: 140554.421875
Iteration 90Q: 66 clusters Score -8.58653e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 14858 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 10710 members 
Mstep: Class 5 contains 28186 members 
Mstep: Class 6 contains 7001 members 
Mstep: Class 7 contains 2170 members 
Mstep: Class 8 contains 30939 members 
Mstep: Class 9 contains 1740 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 6701 members 
Mstep: Class 12 contains 9633 members 
Mstep: Class 13 contains 13903 members 
Mstep: Class 14 contains 1602 members 
Mstep: Class 15 contains 1656 members 
Mstep: Class 16 contains 3298 members 
Mstep: Class 17 contains 33366 members 
Mstep: Class 18 contains 1428 members 
Mstep: Class 19 contains 5127 members 
Mstep: Class 21 contains 23462 members 
Mstep: Class 23 contains 4383 members 
Mstep: Class 24 contains 1534 members 
Mstep: Class 25 contains 13574 members 
Mstep: Class 26 contains 1674 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 10057 members 
Mstep: Class 29 contains 35217 members 
Mstep: Class 30 contains 4434 members 
Mstep: Class 31 contains 3017 members 
Mstep: Class 32 contains 2829 members 
Mstep: Class 33 contains 17972 members 
Mstep: Class 34 contains 1474 members 
Mstep: Class 35 contains 1275 members 
Mstep: Class 36 contains 8694 members 
Mstep: Class 37 contains 10113 members 
Mstep: Class 38 contains 32233 members 
Mstep: Class 39 contains 5323 members 
Mstep: Class 40 contains 1964 members 
Mstep: Class 41 contains 25172 members 
Mstep: Class 42 contains 1360 members 
Mstep: Class 43 contains 1436 members 
Mstep: Class 44 contains 5041 members 
Mstep: Class 45 contains 13424 members 
Mstep: Class 46 contains 16021 members 
Mstep: Class 47 contains 3919 members 
Mstep: Class 48 contains 1763 members 
Mstep: Class 49 contains 6119 members 
Mstep: Class 50 contains 35155 members 
Mstep: Class 51 contains 1069 members 
Mstep: Class 52 contains 2664 members 
Mstep: Class 53 contains 173 members 
Mstep: Class 54 contains 2760 members 
Mstep: Class 55 contains 16815 members 
Mstep: Class 56 contains 11798 members 
Mstep: Class 57 contains 529 members 
Mstep: Class 58 contains 15648 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 833 members 
Mstep: Class 61 contains 6141 members 
Mstep: Class 62 contains 37270 members 
Mstep: Class 63 contains 1870 members 
Mstep: Class 64 contains 4545 members 
Mstep: Class 65 contains 17058 members 
Mstep: Class 66 contains 1560 members 
Mstep: Class 67 contains 2375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85865488.000000 Penalty: 140554.421875
Iteration 91Q: 66 clusters Score -8.586549e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 14858 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 10720 members 
Mstep: Class 5 contains 28124 members 
Mstep: Class 6 contains 6992 members 
Mstep: Class 7 contains 2172 members 
Mstep: Class 8 contains 31130 members 
Mstep: Class 9 contains 1746 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 6676 members 
Mstep: Class 12 contains 9571 members 
Mstep: Class 13 contains 13779 members 
Mstep: Class 14 contains 1598 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 3303 members 
Mstep: Class 17 contains 33440 members 
Mstep: Class 18 contains 1424 members 
Mstep: Class 19 contains 5127 members 
Mstep: Class 21 contains 23457 members 
Mstep: Class 23 contains 4370 members 
Mstep: Class 24 contains 1539 members 
Mstep: Class 25 contains 13335 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 1677 members 
Mstep: Class 28 contains 10008 members 
Mstep: Class 29 contains 35277 members 
Mstep: Class 30 contains 4429 members 
Mstep: Class 31 contains 3023 members 
Mstep: Class 32 contains 2853 members 
Mstep: Class 33 contains 18031 members 
Mstep: Class 34 contains 1464 members 
Mstep: Class 35 contains 1280 members 
Mstep: Class 36 contains 8671 members 
Mstep: Class 37 contains 10100 members 
Mstep: Class 38 contains 32380 members 
Mstep: Class 39 contains 5319 members 
Mstep: Class 40 contains 1963 members 
Mstep: Class 41 contains 25382 members 
Mstep: Class 42 contains 1360 members 
Mstep: Class 43 contains 1436 members 
Mstep: Class 44 contains 5051 members 
Mstep: Class 45 contains 13416 members 
Mstep: Class 46 contains 16024 members 
Mstep: Class 47 contains 3908 members 
Mstep: Class 48 contains 1774 members 
Mstep: Class 49 contains 6111 members 
Mstep: Class 50 contains 35138 members 
Mstep: Class 51 contains 1067 members 
Mstep: Class 52 contains 2655 members 
Mstep: Class 53 contains 173 members 
Mstep: Class 54 contains 2753 members 
Mstep: Class 55 contains 16834 members 
Mstep: Class 56 contains 11804 members 
Mstep: Class 57 contains 529 members 
Mstep: Class 58 contains 15493 members 
Mstep: Class 59 contains 1687 members 
Mstep: Class 60 contains 835 members 
Mstep: Class 61 contains 6152 members 
Mstep: Class 62 contains 37226 members 
Mstep: Class 63 contains 1869 members 
Mstep: Class 64 contains 4531 members 
Mstep: Class 65 contains 17124 members 
Mstep: Class 66 contains 1564 members 
Mstep: Class 67 contains 2383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85865504.000000 Penalty: 140554.421875
Iteration 92Q: 66 clusters Score -8.58655e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 14856 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 10725 members 
Mstep: Class 5 contains 28058 members 
Mstep: Class 6 contains 6986 members 
Mstep: Class 7 contains 2173 members 
Mstep: Class 8 contains 31313 members 
Mstep: Class 9 contains 1747 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 6654 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 13701 members 
Mstep: Class 14 contains 1596 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 33510 members 
Mstep: Class 18 contains 1424 members 
Mstep: Class 19 contains 5130 members 
Mstep: Class 21 contains 23459 members 
Mstep: Class 23 contains 4360 members 
Mstep: Class 24 contains 1542 members 
Mstep: Class 25 contains 13104 members 
Mstep: Class 26 contains 1630 members 
Mstep: Class 27 contains 1685 members 
Mstep: Class 28 contains 9973 members 
Mstep: Class 29 contains 35316 members 
Mstep: Class 30 contains 4420 members 
Mstep: Class 31 contains 3030 members 
Mstep: Class 32 contains 2871 members 
Mstep: Class 33 contains 18093 members 
Mstep: Class 34 contains 1463 members 
Mstep: Class 35 contains 1285 members 
Mstep: Class 36 contains 8629 members 
Mstep: Class 37 contains 10093 members 
Mstep: Class 38 contains 32507 members 
Mstep: Class 39 contains 5318 members 
Mstep: Class 40 contains 1966 members 
Mstep: Class 41 contains 25560 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 1441 members 
Mstep: Class 44 contains 5059 members 
Mstep: Class 45 contains 13406 members 
Mstep: Class 46 contains 16043 members 
Mstep: Class 47 contains 3901 members 
Mstep: Class 48 contains 1778 members 
Mstep: Class 49 contains 6099 members 
Mstep: Class 50 contains 35128 members 
Mstep: Class 51 contains 1062 members 
Mstep: Class 52 contains 2649 members 
Mstep: Class 53 contains 173 members 
Mstep: Class 54 contains 2749 members 
Mstep: Class 55 contains 16846 members 
Mstep: Class 56 contains 11810 members 
Mstep: Class 57 contains 529 members 
Mstep: Class 58 contains 15370 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 836 members 
Mstep: Class 61 contains 6148 members 
Mstep: Class 62 contains 37174 members 
Mstep: Class 63 contains 1865 members 
Mstep: Class 64 contains 4523 members 
Mstep: Class 65 contains 17183 members 
Mstep: Class 66 contains 1568 members 
Mstep: Class 67 contains 2384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85865328.000000 Penalty: 140554.421875
Iteration 93Q: 66 clusters Score -8.586533e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 14855 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 10733 members 
Mstep: Class 5 contains 27984 members 
Mstep: Class 6 contains 6983 members 
Mstep: Class 7 contains 2170 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1747 members 
Mstep: Class 10 contains 1999 members 
Mstep: Class 11 contains 6637 members 
Mstep: Class 12 contains 9454 members 
Mstep: Class 13 contains 13638 members 
Mstep: Class 14 contains 1596 members 
Mstep: Class 15 contains 1649 members 
Mstep: Class 16 contains 3307 members 
Mstep: Class 17 contains 33555 members 
Mstep: Class 18 contains 1423 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 21 contains 23463 members 
Mstep: Class 23 contains 4342 members 
Mstep: Class 24 contains 1542 members 
Mstep: Class 25 contains 12926 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 1704 members 
Mstep: Class 28 contains 9951 members 
Mstep: Class 29 contains 35347 members 
Mstep: Class 30 contains 4414 members 
Mstep: Class 31 contains 3037 members 
Mstep: Class 32 contains 2889 members 
Mstep: Class 33 contains 18152 members 
Mstep: Class 34 contains 1460 members 
Mstep: Class 35 contains 1288 members 
Mstep: Class 36 contains 8586 members 
Mstep: Class 37 contains 10086 members 
Mstep: Class 38 contains 32627 members 
Mstep: Class 39 contains 5323 members 
Mstep: Class 40 contains 1967 members 
Mstep: Class 41 contains 25774 members 
Mstep: Class 42 contains 1378 members 
Mstep: Class 43 contains 1444 members 
Mstep: Class 44 contains 5053 members 
Mstep: Class 45 contains 13396 members 
Mstep: Class 46 contains 16075 members 
Mstep: Class 47 contains 3900 members 
Mstep: Class 48 contains 1782 members 
Mstep: Class 49 contains 6097 members 
Mstep: Class 50 contains 35136 members 
Mstep: Class 51 contains 1060 members 
Mstep: Class 52 contains 2643 members 
Mstep: Class 53 contains 173 members 
Mstep: Class 54 contains 2739 members 
Mstep: Class 55 contains 16867 members 
Mstep: Class 56 contains 11822 members 
Mstep: Class 57 contains 529 members 
Mstep: Class 58 contains 15234 members 
Mstep: Class 59 contains 1710 members 
Mstep: Class 60 contains 840 members 
Mstep: Class 61 contains 6152 members 
Mstep: Class 62 contains 37103 members 
Mstep: Class 63 contains 1856 members 
Mstep: Class 64 contains 4513 members 
Mstep: Class 65 contains 17244 members 
Mstep: Class 66 contains 1565 members 
Mstep: Class 67 contains 2386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85865320.000000 Penalty: 140554.421875
Iteration 94Q: 66 clusters Score -8.586532e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 14852 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 10741 members 
Mstep: Class 5 contains 27888 members 
Mstep: Class 6 contains 6974 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 8 contains 31577 members 
Mstep: Class 9 contains 1751 members 
Mstep: Class 10 contains 1993 members 
Mstep: Class 11 contains 6628 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 13603 members 
Mstep: Class 14 contains 1596 members 
Mstep: Class 15 contains 1648 members 
Mstep: Class 16 contains 3311 members 
Mstep: Class 17 contains 33610 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 5135 members 
Mstep: Class 21 contains 23465 members 
Mstep: Class 23 contains 4325 members 
Mstep: Class 24 contains 1544 members 
Mstep: Class 25 contains 12746 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 1718 members 
Mstep: Class 28 contains 9927 members 
Mstep: Class 29 contains 35362 members 
Mstep: Class 30 contains 4402 members 
Mstep: Class 31 contains 3047 members 
Mstep: Class 32 contains 2892 members 
Mstep: Class 33 contains 18195 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 1293 members 
Mstep: Class 36 contains 8556 members 
Mstep: Class 37 contains 10078 members 
Mstep: Class 38 contains 32757 members 
Mstep: Class 39 contains 5328 members 
Mstep: Class 40 contains 1964 members 
Mstep: Class 41 contains 25957 members 
Mstep: Class 42 contains 1383 members 
Mstep: Class 43 contains 1445 members 
Mstep: Class 44 contains 5055 members 
Mstep: Class 45 contains 13381 members 
Mstep: Class 46 contains 16114 members 
Mstep: Class 47 contains 3895 members 
Mstep: Class 48 contains 1784 members 
Mstep: Class 49 contains 6087 members 
Mstep: Class 50 contains 35115 members 
Mstep: Class 51 contains 1057 members 
Mstep: Class 52 contains 2637 members 
Mstep: Class 53 contains 173 members 
Mstep: Class 54 contains 2732 members 
Mstep: Class 55 contains 16873 members 
Mstep: Class 56 contains 11833 members 
Mstep: Class 57 contains 529 members 
Mstep: Class 58 contains 15106 members 
Mstep: Class 59 contains 1714 members 
Mstep: Class 60 contains 845 members 
Mstep: Class 61 contains 6153 members 
Mstep: Class 62 contains 37033 members 
Mstep: Class 63 contains 1847 members 
Mstep: Class 64 contains 4511 members 
Mstep: Class 65 contains 17300 members 
Mstep: Class 66 contains 1561 members 
Mstep: Class 67 contains 2388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85865304.000000 Penalty: 140554.421875
Iteration 95Q: 66 clusters Score -8.58653e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 14851 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 10748 members 
Mstep: Class 5 contains 27805 members 
Mstep: Class 6 contains 6971 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 31692 members 
Mstep: Class 9 contains 1750 members 
Mstep: Class 10 contains 1999 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 9372 members 
Mstep: Class 13 contains 13564 members 
Mstep: Class 14 contains 1600 members 
Mstep: Class 15 contains 1643 members 
Mstep: Class 16 contains 3316 members 
Mstep: Class 17 contains 33655 members 
Mstep: Class 18 contains 1427 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 21 contains 23462 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 1543 members 
Mstep: Class 25 contains 12577 members 
Mstep: Class 26 contains 1617 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 9913 members 
Mstep: Class 29 contains 35384 members 
Mstep: Class 30 contains 4389 members 
Mstep: Class 31 contains 3051 members 
Mstep: Class 32 contains 2901 members 
Mstep: Class 33 contains 18235 members 
Mstep: Class 34 contains 1460 members 
Mstep: Class 35 contains 1293 members 
Mstep: Class 36 contains 8528 members 
Mstep: Class 37 contains 10077 members 
Mstep: Class 38 contains 32854 members 
Mstep: Class 39 contains 5337 members 
Mstep: Class 40 contains 1965 members 
Mstep: Class 41 contains 26155 members 
Mstep: Class 42 contains 1395 members 
Mstep: Class 43 contains 1442 members 
Mstep: Class 44 contains 5057 members 
Mstep: Class 45 contains 13384 members 
Mstep: Class 46 contains 16160 members 
Mstep: Class 47 contains 3890 members 
Mstep: Class 48 contains 1782 members 
Mstep: Class 49 contains 6086 members 
Mstep: Class 50 contains 35094 members 
Mstep: Class 51 contains 1055 members 
Mstep: Class 52 contains 2634 members 
Mstep: Class 53 contains 173 members 
Mstep: Class 54 contains 2729 members 
Mstep: Class 55 contains 16888 members 
Mstep: Class 56 contains 11845 members 
Mstep: Class 57 contains 529 members 
Mstep: Class 58 contains 14962 members 
Mstep: Class 59 contains 1720 members 
Mstep: Class 60 contains 848 members 
Mstep: Class 61 contains 6153 members 
Mstep: Class 62 contains 36955 members 
Mstep: Class 63 contains 1843 members 
Mstep: Class 64 contains 4503 members 
Mstep: Class 65 contains 17340 members 
Mstep: Class 66 contains 1552 members 
Mstep: Class 67 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85865320.000000 Penalty: 140554.421875
Iteration 96Q: 66 clusters Score -8.586532e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 14851 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 10754 members 
Mstep: Class 5 contains 27755 members 
Mstep: Class 6 contains 6968 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 31811 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 2001 members 
Mstep: Class 11 contains 6620 members 
Mstep: Class 12 contains 9338 members 
Mstep: Class 13 contains 13528 members 
Mstep: Class 14 contains 1606 members 
Mstep: Class 15 contains 1643 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 33711 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 5138 members 
Mstep: Class 21 contains 23464 members 
Mstep: Class 23 contains 4307 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 12424 members 
Mstep: Class 26 contains 1603 members 
Mstep: Class 27 contains 1744 members 
Mstep: Class 28 contains 9904 members 
Mstep: Class 29 contains 35418 members 
Mstep: Class 30 contains 4385 members 
Mstep: Class 31 contains 3050 members 
Mstep: Class 32 contains 2905 members 
Mstep: Class 33 contains 18271 members 
Mstep: Class 34 contains 1461 members 
Mstep: Class 35 contains 1300 members 
Mstep: Class 36 contains 8507 members 
Mstep: Class 37 contains 10069 members 
Mstep: Class 38 contains 32922 members 
Mstep: Class 39 contains 5340 members 
Mstep: Class 40 contains 1967 members 
Mstep: Class 41 contains 26323 members 
Mstep: Class 42 contains 1407 members 
Mstep: Class 43 contains 1439 members 
Mstep: Class 44 contains 5061 members 
Mstep: Class 45 contains 13390 members 
Mstep: Class 46 contains 16206 members 
Mstep: Class 47 contains 3887 members 
Mstep: Class 48 contains 1782 members 
Mstep: Class 49 contains 6081 members 
Mstep: Class 50 contains 35056 members 
Mstep: Class 51 contains 1054 members 
Mstep: Class 52 contains 2626 members 
Mstep: Class 53 contains 173 members 
Mstep: Class 54 contains 2725 members 
Mstep: Class 55 contains 16900 members 
Mstep: Class 56 contains 11849 members 
Mstep: Class 57 contains 529 members 
Mstep: Class 58 contains 14831 members 
Mstep: Class 59 contains 1724 members 
Mstep: Class 60 contains 851 members 
Mstep: Class 61 contains 6156 members 
Mstep: Class 62 contains 36875 members 
Mstep: Class 63 contains 1842 members 
Mstep: Class 64 contains 4497 members 
Mstep: Class 65 contains 17369 members 
Mstep: Class 66 contains 1548 members 
Mstep: Class 67 contains 2386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85865344.000000 Penalty: 140554.421875
Iteration 97Q: 66 clusters Score -8.586534e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 14850 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 10759 members 
Mstep: Class 5 contains 27698 members 
Mstep: Class 6 contains 6969 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 31880 members 
Mstep: Class 9 contains 1756 members 
Mstep: Class 10 contains 2001 members 
Mstep: Class 11 contains 6618 members 
Mstep: Class 12 contains 9319 members 
Mstep: Class 13 contains 13531 members 
Mstep: Class 14 contains 1620 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 3322 members 
Mstep: Class 17 contains 33769 members 
Mstep: Class 18 contains 1428 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 21 contains 23460 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 1544 members 
Mstep: Class 25 contains 12290 members 
Mstep: Class 26 contains 1599 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 9894 members 
Mstep: Class 29 contains 35461 members 
Mstep: Class 30 contains 4377 members 
Mstep: Class 31 contains 3052 members 
Mstep: Class 32 contains 2912 members 
Mstep: Class 33 contains 18308 members 
Mstep: Class 34 contains 1463 members 
Mstep: Class 35 contains 1307 members 
Mstep: Class 36 contains 8486 members 
Mstep: Class 37 contains 10065 members 
Mstep: Class 38 contains 32977 members 
Mstep: Class 39 contains 5341 members 
Mstep: Class 40 contains 1970 members 
Mstep: Class 41 contains 26495 members 
Mstep: Class 42 contains 1415 members 
Mstep: Class 43 contains 1443 members 
Mstep: Class 44 contains 5064 members 
Mstep: Class 45 contains 13390 members 
Mstep: Class 46 contains 16259 members 
Mstep: Class 47 contains 3878 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 6077 members 
Mstep: Class 50 contains 35003 members 
Mstep: Class 51 contains 1054 members 
Mstep: Class 52 contains 2618 members 
Mstep: Class 53 contains 173 members 
Mstep: Class 54 contains 2722 members 
Mstep: Class 55 contains 16908 members 
Mstep: Class 56 contains 11856 members 
Mstep: Class 57 contains 529 members 
Mstep: Class 58 contains 14723 members 
Mstep: Class 59 contains 1729 members 
Mstep: Class 60 contains 854 members 
Mstep: Class 61 contains 6156 members 
Mstep: Class 62 contains 36765 members 
Mstep: Class 63 contains 1838 members 
Mstep: Class 64 contains 4495 members 
Mstep: Class 65 contains 17393 members 
Mstep: Class 66 contains 1541 members 
Mstep: Class 67 contains 2379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85865576.000000 Penalty: 140554.421875
Iteration 98Q: 66 clusters Score -8.586558e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 14848 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 10760 members 
Mstep: Class 5 contains 27646 members 
Mstep: Class 6 contains 6969 members 
Mstep: Class 7 contains 2172 members 
Mstep: Class 8 contains 31909 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 1994 members 
Mstep: Class 11 contains 6610 members 
Mstep: Class 12 contains 9274 members 
Mstep: Class 13 contains 13526 members 
Mstep: Class 14 contains 1625 members 
Mstep: Class 15 contains 1649 members 
Mstep: Class 16 contains 3323 members 
Mstep: Class 17 contains 33827 members 
Mstep: Class 18 contains 1428 members 
Mstep: Class 19 contains 5138 members 
Mstep: Class 21 contains 23458 members 
Mstep: Class 23 contains 4294 members 
Mstep: Class 24 contains 1544 members 
Mstep: Class 25 contains 12182 members 
Mstep: Class 26 contains 1597 members 
Mstep: Class 27 contains 1765 members 
Mstep: Class 28 contains 9889 members 
Mstep: Class 29 contains 35471 members 
Mstep: Class 30 contains 4367 members 
Mstep: Class 31 contains 3056 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 18338 members 
Mstep: Class 34 contains 1463 members 
Mstep: Class 35 contains 1313 members 
Mstep: Class 36 contains 8466 members 
Mstep: Class 37 contains 10062 members 
Mstep: Class 38 contains 33031 members 
Mstep: Class 39 contains 5343 members 
Mstep: Class 40 contains 1973 members 
Mstep: Class 41 contains 26662 members 
Mstep: Class 42 contains 1418 members 
Mstep: Class 43 contains 1448 members 
Mstep: Class 44 contains 5060 members 
Mstep: Class 45 contains 13387 members 
Mstep: Class 46 contains 16336 members 
Mstep: Class 47 contains 3883 members 
Mstep: Class 48 contains 1780 members 
Mstep: Class 49 contains 6070 members 
Mstep: Class 50 contains 34971 members 
Mstep: Class 51 contains 1052 members 
Mstep: Class 52 contains 2614 members 
Mstep: Class 53 contains 173 members 
Mstep: Class 54 contains 2719 members 
Mstep: Class 55 contains 16916 members 
Mstep: Class 56 contains 11868 members 
Mstep: Class 57 contains 529 members 
Mstep: Class 58 contains 14634 members 
Mstep: Class 59 contains 1733 members 
Mstep: Class 60 contains 858 members 
Mstep: Class 61 contains 6158 members 
Mstep: Class 62 contains 36667 members 
Mstep: Class 63 contains 1837 members 
Mstep: Class 64 contains 4501 members 
Mstep: Class 65 contains 17419 members 
Mstep: Class 66 contains 1543 members 
Mstep: Class 67 contains 2373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85865592.000000 Penalty: 140554.421875
Iteration 99Q: 66 clusters Score -8.586559e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 14847 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 10763 members 
Mstep: Class 5 contains 27594 members 
Mstep: Class 6 contains 6968 members 
Mstep: Class 7 contains 2172 members 
Mstep: Class 8 contains 31994 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 6605 members 
Mstep: Class 12 contains 9255 members 
Mstep: Class 13 contains 13515 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 33860 members 
Mstep: Class 18 contains 1427 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 21 contains 23459 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 1546 members 
Mstep: Class 25 contains 12055 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 9881 members 
Mstep: Class 29 contains 35491 members 
Mstep: Class 30 contains 4363 members 
Mstep: Class 31 contains 3057 members 
Mstep: Class 32 contains 2927 members 
Mstep: Class 33 contains 18368 members 
Mstep: Class 34 contains 1462 members 
Mstep: Class 35 contains 1316 members 
Mstep: Class 36 contains 8451 members 
Mstep: Class 37 contains 10052 members 
Mstep: Class 38 contains 33084 members 
Mstep: Class 39 contains 5341 members 
Mstep: Class 40 contains 1975 members 
Mstep: Class 41 contains 26786 members 
Mstep: Class 42 contains 1425 members 
Mstep: Class 43 contains 1454 members 
Mstep: Class 44 contains 5065 members 
Mstep: Class 45 contains 13384 members 
Mstep: Class 46 contains 16412 members 
Mstep: Class 47 contains 3882 members 
Mstep: Class 48 contains 1775 members 
Mstep: Class 49 contains 6064 members 
Mstep: Class 50 contains 34946 members 
Mstep: Class 51 contains 1052 members 
Mstep: Class 52 contains 2607 members 
Mstep: Class 53 contains 173 members 
Mstep: Class 54 contains 2716 members 
Mstep: Class 55 contains 16921 members 
Mstep: Class 56 contains 11870 members 
Mstep: Class 57 contains 529 members 
Mstep: Class 58 contains 14562 members 
Mstep: Class 59 contains 1736 members 
Mstep: Class 60 contains 860 members 
Mstep: Class 61 contains 6159 members 
Mstep: Class 62 contains 36573 members 
Mstep: Class 63 contains 1836 members 
Mstep: Class 64 contains 4498 members 
Mstep: Class 65 contains 17431 members 
Mstep: Class 66 contains 1542 members 
Mstep: Class 67 contains 2373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85865904.000000 Penalty: 140554.421875
Iteration 100F: 66 clusters Score -8.58659e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 14827 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 10768 members 
Mstep: Class 5 contains 27553 members 
Mstep: Class 6 contains 6970 members 
Mstep: Class 7 contains 2196 members 
Mstep: Class 8 contains 32046 members 
Mstep: Class 9 contains 1759 members 
Mstep: Class 10 contains 1983 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 9257 members 
Mstep: Class 13 contains 13511 members 
Mstep: Class 14 contains 1616 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 3326 members 
Mstep: Class 17 contains 33891 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 5141 members 
Mstep: Class 21 contains 23461 members 
Mstep: Class 23 contains 4280 members 
Mstep: Class 24 contains 1546 members 
Mstep: Class 25 contains 11958 members 
Mstep: Class 26 contains 1593 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 9877 members 
Mstep: Class 29 contains 35523 members 
Mstep: Class 30 contains 4349 members 
Mstep: Class 31 contains 3055 members 
Mstep: Class 32 contains 2929 members 
Mstep: Class 33 contains 18399 members 
Mstep: Class 34 contains 1464 members 
Mstep: Class 35 contains 1317 members 
Mstep: Class 36 contains 8440 members 
Mstep: Class 37 contains 10050 members 
Mstep: Class 38 contains 33122 members 
Mstep: Class 39 contains 5341 members 
Mstep: Class 40 contains 1975 members 
Mstep: Class 41 contains 26908 members 
Mstep: Class 42 contains 1432 members 
Mstep: Class 43 contains 1459 members 
Mstep: Class 44 contains 5070 members 
Mstep: Class 45 contains 13369 members 
Mstep: Class 46 contains 16460 members 
Mstep: Class 47 contains 3883 members 
Mstep: Class 48 contains 1770 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 34919 members 
Mstep: Class 51 contains 1051 members 
Mstep: Class 52 contains 2599 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2712 members 
Mstep: Class 55 contains 16926 members 
Mstep: Class 56 contains 11874 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14486 members 
Mstep: Class 59 contains 1744 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6162 members 
Mstep: Class 62 contains 36483 members 
Mstep: Class 63 contains 1836 members 
Mstep: Class 64 contains 4499 members 
Mstep: Class 65 contains 17432 members 
Mstep: Class 66 contains 1539 members 
Mstep: Class 67 contains 2386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85866208.000000 Penalty: 140554.421875
Iteration 101Q: 66 clusters Score -8.586621e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 14811 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 10768 members 
Mstep: Class 5 contains 27525 members 
Mstep: Class 6 contains 6969 members 
Mstep: Class 7 contains 2203 members 
Mstep: Class 8 contains 32088 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 1980 members 
Mstep: Class 11 contains 6569 members 
Mstep: Class 12 contains 9248 members 
Mstep: Class 13 contains 13506 members 
Mstep: Class 14 contains 1618 members 
Mstep: Class 15 contains 1660 members 
Mstep: Class 16 contains 3326 members 
Mstep: Class 17 contains 33924 members 
Mstep: Class 18 contains 1426 members 
Mstep: Class 19 contains 5149 members 
Mstep: Class 21 contains 23467 members 
Mstep: Class 23 contains 4277 members 
Mstep: Class 24 contains 1546 members 
Mstep: Class 25 contains 11879 members 
Mstep: Class 26 contains 1597 members 
Mstep: Class 27 contains 1820 members 
Mstep: Class 28 contains 9880 members 
Mstep: Class 29 contains 35509 members 
Mstep: Class 30 contains 4339 members 
Mstep: Class 31 contains 3053 members 
Mstep: Class 32 contains 2930 members 
Mstep: Class 33 contains 18430 members 
Mstep: Class 34 contains 1464 members 
Mstep: Class 35 contains 1324 members 
Mstep: Class 36 contains 8427 members 
Mstep: Class 37 contains 10048 members 
Mstep: Class 38 contains 33150 members 
Mstep: Class 39 contains 5339 members 
Mstep: Class 40 contains 1981 members 
Mstep: Class 41 contains 27032 members 
Mstep: Class 42 contains 1438 members 
Mstep: Class 43 contains 1458 members 
Mstep: Class 44 contains 5075 members 
Mstep: Class 45 contains 13354 members 
Mstep: Class 46 contains 16538 members 
Mstep: Class 47 contains 3887 members 
Mstep: Class 48 contains 1765 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 34883 members 
Mstep: Class 51 contains 1042 members 
Mstep: Class 52 contains 2590 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2706 members 
Mstep: Class 55 contains 16930 members 
Mstep: Class 56 contains 11874 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14411 members 
Mstep: Class 59 contains 1750 members 
Mstep: Class 60 contains 860 members 
Mstep: Class 61 contains 6168 members 
Mstep: Class 62 contains 36420 members 
Mstep: Class 63 contains 1832 members 
Mstep: Class 64 contains 4499 members 
Mstep: Class 65 contains 17441 members 
Mstep: Class 66 contains 1539 members 
Mstep: Class 67 contains 2382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85866464.000000 Penalty: 140554.421875
Iteration 102Q: 66 clusters Score -8.586646e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 14799 members 
Mstep: Class 3 contains 218 members 
Mstep: Class 4 contains 10770 members 
Mstep: Class 5 contains 27495 members 
Mstep: Class 6 contains 6966 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 32117 members 
Mstep: Class 9 contains 1766 members 
Mstep: Class 10 contains 1976 members 
Mstep: Class 11 contains 6556 members 
Mstep: Class 12 contains 9247 members 
Mstep: Class 13 contains 13508 members 
Mstep: Class 14 contains 1616 members 
Mstep: Class 15 contains 1668 members 
Mstep: Class 16 contains 3328 members 
Mstep: Class 17 contains 33943 members 
Mstep: Class 18 contains 1423 members 
Mstep: Class 19 contains 5151 members 
Mstep: Class 21 contains 23462 members 
Mstep: Class 23 contains 4274 members 
Mstep: Class 24 contains 1546 members 
Mstep: Class 25 contains 11803 members 
Mstep: Class 26 contains 1597 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 9878 members 
Mstep: Class 29 contains 35495 members 
Mstep: Class 30 contains 4333 members 
Mstep: Class 31 contains 3056 members 
Mstep: Class 32 contains 2930 members 
Mstep: Class 33 contains 18463 members 
Mstep: Class 34 contains 1463 members 
Mstep: Class 35 contains 1336 members 
Mstep: Class 36 contains 8412 members 
Mstep: Class 37 contains 10050 members 
Mstep: Class 38 contains 33183 members 
Mstep: Class 39 contains 5341 members 
Mstep: Class 40 contains 1993 members 
Mstep: Class 41 contains 27135 members 
Mstep: Class 42 contains 1441 members 
Mstep: Class 43 contains 1458 members 
Mstep: Class 44 contains 5079 members 
Mstep: Class 45 contains 13352 members 
Mstep: Class 46 contains 16604 members 
Mstep: Class 47 contains 3891 members 
Mstep: Class 48 contains 1759 members 
Mstep: Class 49 contains 6056 members 
Mstep: Class 50 contains 34845 members 
Mstep: Class 51 contains 1039 members 
Mstep: Class 52 contains 2582 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2705 members 
Mstep: Class 55 contains 16933 members 
Mstep: Class 56 contains 11879 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14354 members 
Mstep: Class 59 contains 1746 members 
Mstep: Class 60 contains 862 members 
Mstep: Class 61 contains 6178 members 
Mstep: Class 62 contains 36355 members 
Mstep: Class 63 contains 1830 members 
Mstep: Class 64 contains 4493 members 
Mstep: Class 65 contains 17448 members 
Mstep: Class 66 contains 1539 members 
Mstep: Class 67 contains 2384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85866768.000000 Penalty: 140554.421875
Iteration 103Q: 66 clusters Score -8.586677e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 14789 members 
Mstep: Class 3 contains 217 members 
Mstep: Class 4 contains 10772 members 
Mstep: Class 5 contains 27471 members 
Mstep: Class 6 contains 6967 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 32130 members 
Mstep: Class 9 contains 1765 members 
Mstep: Class 10 contains 1971 members 
Mstep: Class 11 contains 6544 members 
Mstep: Class 12 contains 9240 members 
Mstep: Class 13 contains 13512 members 
Mstep: Class 14 contains 1616 members 
Mstep: Class 15 contains 1672 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 33977 members 
Mstep: Class 18 contains 1420 members 
Mstep: Class 19 contains 5157 members 
Mstep: Class 21 contains 23458 members 
Mstep: Class 23 contains 4272 members 
Mstep: Class 24 contains 1546 members 
Mstep: Class 25 contains 11744 members 
Mstep: Class 26 contains 1602 members 
Mstep: Class 27 contains 1853 members 
Mstep: Class 28 contains 9880 members 
Mstep: Class 29 contains 35475 members 
Mstep: Class 30 contains 4325 members 
Mstep: Class 31 contains 3055 members 
Mstep: Class 32 contains 2924 members 
Mstep: Class 33 contains 18488 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 1346 members 
Mstep: Class 36 contains 8401 members 
Mstep: Class 37 contains 10046 members 
Mstep: Class 38 contains 33204 members 
Mstep: Class 39 contains 5339 members 
Mstep: Class 40 contains 2005 members 
Mstep: Class 41 contains 27228 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 5086 members 
Mstep: Class 45 contains 13357 members 
Mstep: Class 46 contains 16675 members 
Mstep: Class 47 contains 3888 members 
Mstep: Class 48 contains 1757 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 34794 members 
Mstep: Class 51 contains 1037 members 
Mstep: Class 52 contains 2576 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2705 members 
Mstep: Class 55 contains 16939 members 
Mstep: Class 56 contains 11878 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14306 members 
Mstep: Class 59 contains 1746 members 
Mstep: Class 60 contains 866 members 
Mstep: Class 61 contains 6179 members 
Mstep: Class 62 contains 36300 members 
Mstep: Class 63 contains 1825 members 
Mstep: Class 64 contains 4492 members 
Mstep: Class 65 contains 17454 members 
Mstep: Class 66 contains 1543 members 
Mstep: Class 67 contains 2387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85866960.000000 Penalty: 140554.421875
Iteration 104Q: 66 clusters Score -8.586696e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 14778 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 10775 members 
Mstep: Class 5 contains 27444 members 
Mstep: Class 6 contains 6966 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 32122 members 
Mstep: Class 9 contains 1770 members 
Mstep: Class 10 contains 1963 members 
Mstep: Class 11 contains 6536 members 
Mstep: Class 12 contains 9249 members 
Mstep: Class 13 contains 13527 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 1676 members 
Mstep: Class 16 contains 3327 members 
Mstep: Class 17 contains 33999 members 
Mstep: Class 18 contains 1421 members 
Mstep: Class 19 contains 5157 members 
Mstep: Class 21 contains 23458 members 
Mstep: Class 23 contains 4268 members 
Mstep: Class 24 contains 1547 members 
Mstep: Class 25 contains 11701 members 
Mstep: Class 26 contains 1596 members 
Mstep: Class 27 contains 1879 members 
Mstep: Class 28 contains 9869 members 
Mstep: Class 29 contains 35451 members 
Mstep: Class 30 contains 4313 members 
Mstep: Class 31 contains 3053 members 
Mstep: Class 32 contains 2925 members 
Mstep: Class 33 contains 18518 members 
Mstep: Class 34 contains 1456 members 
Mstep: Class 35 contains 1351 members 
Mstep: Class 36 contains 8402 members 
Mstep: Class 37 contains 10043 members 
Mstep: Class 38 contains 33224 members 
Mstep: Class 39 contains 5334 members 
Mstep: Class 40 contains 2021 members 
Mstep: Class 41 contains 27328 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 1468 members 
Mstep: Class 44 contains 5094 members 
Mstep: Class 45 contains 13351 members 
Mstep: Class 46 contains 16740 members 
Mstep: Class 47 contains 3886 members 
Mstep: Class 48 contains 1753 members 
Mstep: Class 49 contains 6053 members 
Mstep: Class 50 contains 34753 members 
Mstep: Class 51 contains 1032 members 
Mstep: Class 52 contains 2574 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2703 members 
Mstep: Class 55 contains 16951 members 
Mstep: Class 56 contains 11876 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14264 members 
Mstep: Class 59 contains 1757 members 
Mstep: Class 60 contains 867 members 
Mstep: Class 61 contains 6186 members 
Mstep: Class 62 contains 36246 members 
Mstep: Class 63 contains 1824 members 
Mstep: Class 64 contains 4496 members 
Mstep: Class 65 contains 17448 members 
Mstep: Class 66 contains 1539 members 
Mstep: Class 67 contains 2385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85867120.000000 Penalty: 140554.421875
Iteration 105Q: 66 clusters Score -8.586712e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 14774 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10779 members 
Mstep: Class 5 contains 27428 members 
Mstep: Class 6 contains 6966 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 32123 members 
Mstep: Class 9 contains 1776 members 
Mstep: Class 10 contains 1953 members 
Mstep: Class 11 contains 6520 members 
Mstep: Class 12 contains 9267 members 
Mstep: Class 13 contains 13525 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 1677 members 
Mstep: Class 16 contains 3332 members 
Mstep: Class 17 contains 34016 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 5163 members 
Mstep: Class 21 contains 23450 members 
Mstep: Class 23 contains 4270 members 
Mstep: Class 24 contains 1546 members 
Mstep: Class 25 contains 11650 members 
Mstep: Class 26 contains 1591 members 
Mstep: Class 27 contains 1902 members 
Mstep: Class 28 contains 9862 members 
Mstep: Class 29 contains 35417 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 3049 members 
Mstep: Class 32 contains 2925 members 
Mstep: Class 33 contains 18547 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 1358 members 
Mstep: Class 36 contains 8398 members 
Mstep: Class 37 contains 10042 members 
Mstep: Class 38 contains 33241 members 
Mstep: Class 39 contains 5334 members 
Mstep: Class 40 contains 2032 members 
Mstep: Class 41 contains 27421 members 
Mstep: Class 42 contains 1451 members 
Mstep: Class 43 contains 1478 members 
Mstep: Class 44 contains 5096 members 
Mstep: Class 45 contains 13350 members 
Mstep: Class 46 contains 16806 members 
Mstep: Class 47 contains 3886 members 
Mstep: Class 48 contains 1749 members 
Mstep: Class 49 contains 6046 members 
Mstep: Class 50 contains 34714 members 
Mstep: Class 51 contains 1031 members 
Mstep: Class 52 contains 2573 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2703 members 
Mstep: Class 55 contains 16959 members 
Mstep: Class 56 contains 11870 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14230 members 
Mstep: Class 59 contains 1758 members 
Mstep: Class 60 contains 868 members 
Mstep: Class 61 contains 6192 members 
Mstep: Class 62 contains 36214 members 
Mstep: Class 63 contains 1821 members 
Mstep: Class 64 contains 4501 members 
Mstep: Class 65 contains 17440 members 
Mstep: Class 66 contains 1538 members 
Mstep: Class 67 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85867296.000000 Penalty: 140554.421875
Iteration 106Q: 66 clusters Score -8.58673e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 14774 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10786 members 
Mstep: Class 5 contains 27417 members 
Mstep: Class 6 contains 6963 members 
Mstep: Class 7 contains 2151 members 
Mstep: Class 8 contains 32092 members 
Mstep: Class 9 contains 1779 members 
Mstep: Class 10 contains 1947 members 
Mstep: Class 11 contains 6514 members 
Mstep: Class 12 contains 9277 members 
Mstep: Class 13 contains 13528 members 
Mstep: Class 14 contains 1624 members 
Mstep: Class 15 contains 1679 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 34037 members 
Mstep: Class 18 contains 1420 members 
Mstep: Class 19 contains 5163 members 
Mstep: Class 21 contains 23440 members 
Mstep: Class 23 contains 4268 members 
Mstep: Class 24 contains 1546 members 
Mstep: Class 25 contains 11607 members 
Mstep: Class 26 contains 1597 members 
Mstep: Class 27 contains 1923 members 
Mstep: Class 28 contains 9862 members 
Mstep: Class 29 contains 35396 members 
Mstep: Class 30 contains 4285 members 
Mstep: Class 31 contains 3047 members 
Mstep: Class 32 contains 2916 members 
Mstep: Class 33 contains 18570 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 1362 members 
Mstep: Class 36 contains 8396 members 
Mstep: Class 37 contains 10037 members 
Mstep: Class 38 contains 33242 members 
Mstep: Class 39 contains 5330 members 
Mstep: Class 40 contains 2044 members 
Mstep: Class 41 contains 27520 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 1484 members 
Mstep: Class 44 contains 5104 members 
Mstep: Class 45 contains 13357 members 
Mstep: Class 46 contains 16859 members 
Mstep: Class 47 contains 3882 members 
Mstep: Class 48 contains 1746 members 
Mstep: Class 49 contains 6041 members 
Mstep: Class 50 contains 34677 members 
Mstep: Class 51 contains 1025 members 
Mstep: Class 52 contains 2572 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2702 members 
Mstep: Class 55 contains 16973 members 
Mstep: Class 56 contains 11868 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14210 members 
Mstep: Class 59 contains 1758 members 
Mstep: Class 60 contains 868 members 
Mstep: Class 61 contains 6197 members 
Mstep: Class 62 contains 36178 members 
Mstep: Class 63 contains 1821 members 
Mstep: Class 64 contains 4506 members 
Mstep: Class 65 contains 17435 members 
Mstep: Class 66 contains 1538 members 
Mstep: Class 67 contains 2369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85867344.000000 Penalty: 140554.421875
Iteration 107Q: 66 clusters Score -8.586734e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 14773 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10787 members 
Mstep: Class 5 contains 27418 members 
Mstep: Class 6 contains 6963 members 
Mstep: Class 7 contains 2140 members 
Mstep: Class 8 contains 32072 members 
Mstep: Class 9 contains 1777 members 
Mstep: Class 10 contains 1940 members 
Mstep: Class 11 contains 6512 members 
Mstep: Class 12 contains 9289 members 
Mstep: Class 13 contains 13528 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 1685 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 34072 members 
Mstep: Class 18 contains 1422 members 
Mstep: Class 19 contains 5166 members 
Mstep: Class 21 contains 23428 members 
Mstep: Class 23 contains 4264 members 
Mstep: Class 24 contains 1546 members 
Mstep: Class 25 contains 11555 members 
Mstep: Class 26 contains 1596 members 
Mstep: Class 27 contains 1942 members 
Mstep: Class 28 contains 9850 members 
Mstep: Class 29 contains 35358 members 
Mstep: Class 30 contains 4278 members 
Mstep: Class 31 contains 3045 members 
Mstep: Class 32 contains 2919 members 
Mstep: Class 33 contains 18585 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 1370 members 
Mstep: Class 36 contains 8391 members 
Mstep: Class 37 contains 10040 members 
Mstep: Class 38 contains 33240 members 
Mstep: Class 39 contains 5326 members 
Mstep: Class 40 contains 2055 members 
Mstep: Class 41 contains 27611 members 
Mstep: Class 42 contains 1464 members 
Mstep: Class 43 contains 1484 members 
Mstep: Class 44 contains 5103 members 
Mstep: Class 45 contains 13364 members 
Mstep: Class 46 contains 16920 members 
Mstep: Class 47 contains 3882 members 
Mstep: Class 48 contains 1738 members 
Mstep: Class 49 contains 6034 members 
Mstep: Class 50 contains 34633 members 
Mstep: Class 51 contains 1021 members 
Mstep: Class 52 contains 2568 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2698 members 
Mstep: Class 55 contains 16983 members 
Mstep: Class 56 contains 11872 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14192 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 870 members 
Mstep: Class 61 contains 6203 members 
Mstep: Class 62 contains 36154 members 
Mstep: Class 63 contains 1820 members 
Mstep: Class 64 contains 4511 members 
Mstep: Class 65 contains 17439 members 
Mstep: Class 66 contains 1536 members 
Mstep: Class 67 contains 2353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85867288.000000 Penalty: 140554.421875
Iteration 108Q: 66 clusters Score -8.586729e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 14773 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10791 members 
Mstep: Class 5 contains 27411 members 
Mstep: Class 6 contains 6964 members 
Mstep: Class 7 contains 2133 members 
Mstep: Class 8 contains 32049 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 1948 members 
Mstep: Class 11 contains 6508 members 
Mstep: Class 12 contains 9298 members 
Mstep: Class 13 contains 13543 members 
Mstep: Class 14 contains 1627 members 
Mstep: Class 15 contains 1687 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 34106 members 
Mstep: Class 18 contains 1424 members 
Mstep: Class 19 contains 5164 members 
Mstep: Class 21 contains 23422 members 
Mstep: Class 23 contains 4263 members 
Mstep: Class 24 contains 1546 members 
Mstep: Class 25 contains 11505 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 1945 members 
Mstep: Class 28 contains 9844 members 
Mstep: Class 29 contains 35336 members 
Mstep: Class 30 contains 4269 members 
Mstep: Class 31 contains 3044 members 
Mstep: Class 32 contains 2918 members 
Mstep: Class 33 contains 18591 members 
Mstep: Class 34 contains 1461 members 
Mstep: Class 35 contains 1382 members 
Mstep: Class 36 contains 8388 members 
Mstep: Class 37 contains 10036 members 
Mstep: Class 38 contains 33249 members 
Mstep: Class 39 contains 5328 members 
Mstep: Class 40 contains 2061 members 
Mstep: Class 41 contains 27708 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 1485 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13366 members 
Mstep: Class 46 contains 16964 members 
Mstep: Class 47 contains 3880 members 
Mstep: Class 48 contains 1737 members 
Mstep: Class 49 contains 6030 members 
Mstep: Class 50 contains 34598 members 
Mstep: Class 51 contains 1018 members 
Mstep: Class 52 contains 2564 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2693 members 
Mstep: Class 55 contains 16985 members 
Mstep: Class 56 contains 11871 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14170 members 
Mstep: Class 59 contains 1767 members 
Mstep: Class 60 contains 873 members 
Mstep: Class 61 contains 6210 members 
Mstep: Class 62 contains 36111 members 
Mstep: Class 63 contains 1822 members 
Mstep: Class 64 contains 4509 members 
Mstep: Class 65 contains 17443 members 
Mstep: Class 66 contains 1534 members 
Mstep: Class 67 contains 2340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85867552.000000 Penalty: 140554.421875
Iteration 109Q: 66 clusters Score -8.586755e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 14774 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10792 members 
Mstep: Class 5 contains 27395 members 
Mstep: Class 6 contains 6965 members 
Mstep: Class 7 contains 2130 members 
Mstep: Class 8 contains 32009 members 
Mstep: Class 9 contains 1774 members 
Mstep: Class 10 contains 1951 members 
Mstep: Class 11 contains 6503 members 
Mstep: Class 12 contains 9306 members 
Mstep: Class 13 contains 13569 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 3341 members 
Mstep: Class 17 contains 34128 members 
Mstep: Class 18 contains 1424 members 
Mstep: Class 19 contains 5165 members 
Mstep: Class 21 contains 23415 members 
Mstep: Class 23 contains 4261 members 
Mstep: Class 24 contains 1546 members 
Mstep: Class 25 contains 11464 members 
Mstep: Class 26 contains 1605 members 
Mstep: Class 27 contains 1953 members 
Mstep: Class 28 contains 9836 members 
Mstep: Class 29 contains 35315 members 
Mstep: Class 30 contains 4259 members 
Mstep: Class 31 contains 3044 members 
Mstep: Class 32 contains 2918 members 
Mstep: Class 33 contains 18604 members 
Mstep: Class 34 contains 1461 members 
Mstep: Class 35 contains 1393 members 
Mstep: Class 36 contains 8376 members 
Mstep: Class 37 contains 10033 members 
Mstep: Class 38 contains 33271 members 
Mstep: Class 39 contains 5324 members 
Mstep: Class 40 contains 2065 members 
Mstep: Class 41 contains 27804 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 1485 members 
Mstep: Class 44 contains 5107 members 
Mstep: Class 45 contains 13374 members 
Mstep: Class 46 contains 17012 members 
Mstep: Class 47 contains 3877 members 
Mstep: Class 48 contains 1735 members 
Mstep: Class 49 contains 6024 members 
Mstep: Class 50 contains 34569 members 
Mstep: Class 51 contains 1016 members 
Mstep: Class 52 contains 2563 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2688 members 
Mstep: Class 55 contains 16982 members 
Mstep: Class 56 contains 11871 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14157 members 
Mstep: Class 59 contains 1768 members 
Mstep: Class 60 contains 877 members 
Mstep: Class 61 contains 6220 members 
Mstep: Class 62 contains 36060 members 
Mstep: Class 63 contains 1821 members 
Mstep: Class 64 contains 4511 members 
Mstep: Class 65 contains 17443 members 
Mstep: Class 66 contains 1534 members 
Mstep: Class 67 contains 2323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85867984.000000 Penalty: 140554.421875
Iteration 110Q: 66 clusters Score -8.586798e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 14774 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 10794 members 
Mstep: Class 5 contains 27381 members 
Mstep: Class 6 contains 6965 members 
Mstep: Class 7 contains 2123 members 
Mstep: Class 8 contains 31951 members 
Mstep: Class 9 contains 1774 members 
Mstep: Class 10 contains 1952 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 9314 members 
Mstep: Class 13 contains 13596 members 
Mstep: Class 14 contains 1630 members 
Mstep: Class 15 contains 1690 members 
Mstep: Class 16 contains 3347 members 
Mstep: Class 17 contains 34150 members 
Mstep: Class 18 contains 1424 members 
Mstep: Class 19 contains 5165 members 
Mstep: Class 21 contains 23409 members 
Mstep: Class 23 contains 4262 members 
Mstep: Class 24 contains 1546 members 
Mstep: Class 25 contains 11415 members 
Mstep: Class 26 contains 1613 members 
Mstep: Class 27 contains 1957 members 
Mstep: Class 28 contains 9823 members 
Mstep: Class 29 contains 35290 members 
Mstep: Class 30 contains 4259 members 
Mstep: Class 31 contains 3042 members 
Mstep: Class 32 contains 2918 members 
Mstep: Class 33 contains 18612 members 
Mstep: Class 34 contains 1460 members 
Mstep: Class 35 contains 1401 members 
Mstep: Class 36 contains 8366 members 
Mstep: Class 37 contains 10033 members 
Mstep: Class 38 contains 33287 members 
Mstep: Class 39 contains 5324 members 
Mstep: Class 40 contains 2067 members 
Mstep: Class 41 contains 27923 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 1488 members 
Mstep: Class 44 contains 5106 members 
Mstep: Class 45 contains 13381 members 
Mstep: Class 46 contains 17050 members 
Mstep: Class 47 contains 3872 members 
Mstep: Class 48 contains 1731 members 
Mstep: Class 49 contains 6022 members 
Mstep: Class 50 contains 34546 members 
Mstep: Class 51 contains 1015 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2686 members 
Mstep: Class 55 contains 16984 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14142 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 878 members 
Mstep: Class 61 contains 6227 members 
Mstep: Class 62 contains 36013 members 
Mstep: Class 63 contains 1821 members 
Mstep: Class 64 contains 4510 members 
Mstep: Class 65 contains 17442 members 
Mstep: Class 66 contains 1534 members 
Mstep: Class 67 contains 2316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85868320.000000 Penalty: 140554.421875
Iteration 111Q: 66 clusters Score -8.586832e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 14774 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 10797 members 
Mstep: Class 5 contains 27374 members 
Mstep: Class 6 contains 6961 members 
Mstep: Class 7 contains 2119 members 
Mstep: Class 8 contains 31870 members 
Mstep: Class 9 contains 1771 members 
Mstep: Class 10 contains 1946 members 
Mstep: Class 11 contains 6494 members 
Mstep: Class 12 contains 9332 members 
Mstep: Class 13 contains 13619 members 
Mstep: Class 14 contains 1630 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 3353 members 
Mstep: Class 17 contains 34169 members 
Mstep: Class 18 contains 1422 members 
Mstep: Class 19 contains 5165 members 
Mstep: Class 21 contains 23405 members 
Mstep: Class 23 contains 4262 members 
Mstep: Class 24 contains 1546 members 
Mstep: Class 25 contains 11388 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 9820 members 
Mstep: Class 29 contains 35253 members 
Mstep: Class 30 contains 4259 members 
Mstep: Class 31 contains 3036 members 
Mstep: Class 32 contains 2918 members 
Mstep: Class 33 contains 18622 members 
Mstep: Class 34 contains 1460 members 
Mstep: Class 35 contains 1409 members 
Mstep: Class 36 contains 8357 members 
Mstep: Class 37 contains 10033 members 
Mstep: Class 38 contains 33290 members 
Mstep: Class 39 contains 5325 members 
Mstep: Class 40 contains 2072 members 
Mstep: Class 41 contains 28050 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 1490 members 
Mstep: Class 44 contains 5108 members 
Mstep: Class 45 contains 13390 members 
Mstep: Class 46 contains 17094 members 
Mstep: Class 47 contains 3866 members 
Mstep: Class 48 contains 1729 members 
Mstep: Class 49 contains 6018 members 
Mstep: Class 50 contains 34517 members 
Mstep: Class 51 contains 1010 members 
Mstep: Class 52 contains 2561 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2685 members 
Mstep: Class 55 contains 16990 members 
Mstep: Class 56 contains 11875 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14125 members 
Mstep: Class 59 contains 1768 members 
Mstep: Class 60 contains 876 members 
Mstep: Class 61 contains 6233 members 
Mstep: Class 62 contains 35976 members 
Mstep: Class 63 contains 1819 members 
Mstep: Class 64 contains 4512 members 
Mstep: Class 65 contains 17442 members 
Mstep: Class 66 contains 1538 members 
Mstep: Class 67 contains 2310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85868744.000000 Penalty: 140554.421875
Iteration 112Q: 66 clusters Score -8.586874e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 14771 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 10798 members 
Mstep: Class 5 contains 27362 members 
Mstep: Class 6 contains 6953 members 
Mstep: Class 7 contains 2121 members 
Mstep: Class 8 contains 31804 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 1946 members 
Mstep: Class 11 contains 6487 members 
Mstep: Class 12 contains 9343 members 
Mstep: Class 13 contains 13624 members 
Mstep: Class 14 contains 1633 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 3354 members 
Mstep: Class 17 contains 34190 members 
Mstep: Class 18 contains 1421 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 21 contains 23404 members 
Mstep: Class 23 contains 4259 members 
Mstep: Class 24 contains 1546 members 
Mstep: Class 25 contains 11362 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 1970 members 
Mstep: Class 28 contains 9820 members 
Mstep: Class 29 contains 35206 members 
Mstep: Class 30 contains 4257 members 
Mstep: Class 31 contains 3039 members 
Mstep: Class 32 contains 2922 members 
Mstep: Class 33 contains 18638 members 
Mstep: Class 34 contains 1463 members 
Mstep: Class 35 contains 1414 members 
Mstep: Class 36 contains 8351 members 
Mstep: Class 37 contains 10032 members 
Mstep: Class 38 contains 33304 members 
Mstep: Class 39 contains 5328 members 
Mstep: Class 40 contains 2072 members 
Mstep: Class 41 contains 28162 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 1491 members 
Mstep: Class 44 contains 5104 members 
Mstep: Class 45 contains 13398 members 
Mstep: Class 46 contains 17155 members 
Mstep: Class 47 contains 3860 members 
Mstep: Class 48 contains 1730 members 
Mstep: Class 49 contains 6020 members 
Mstep: Class 50 contains 34490 members 
Mstep: Class 51 contains 1009 members 
Mstep: Class 52 contains 2561 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2683 members 
Mstep: Class 55 contains 16994 members 
Mstep: Class 56 contains 11868 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14112 members 
Mstep: Class 59 contains 1770 members 
Mstep: Class 60 contains 880 members 
Mstep: Class 61 contains 6238 members 
Mstep: Class 62 contains 35947 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4511 members 
Mstep: Class 65 contains 17435 members 
Mstep: Class 66 contains 1536 members 
Mstep: Class 67 contains 2304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85869064.000000 Penalty: 140554.421875
Iteration 113Q: 66 clusters Score -8.586906e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 14771 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 10800 members 
Mstep: Class 5 contains 27338 members 
Mstep: Class 6 contains 6950 members 
Mstep: Class 7 contains 2121 members 
Mstep: Class 8 contains 31739 members 
Mstep: Class 9 contains 1765 members 
Mstep: Class 10 contains 1946 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 9343 members 
Mstep: Class 13 contains 13638 members 
Mstep: Class 14 contains 1637 members 
Mstep: Class 15 contains 1701 members 
Mstep: Class 16 contains 3351 members 
Mstep: Class 17 contains 34208 members 
Mstep: Class 18 contains 1421 members 
Mstep: Class 19 contains 5172 members 
Mstep: Class 21 contains 23404 members 
Mstep: Class 23 contains 4257 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11339 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 1978 members 
Mstep: Class 28 contains 9815 members 
Mstep: Class 29 contains 35189 members 
Mstep: Class 30 contains 4248 members 
Mstep: Class 31 contains 3040 members 
Mstep: Class 32 contains 2921 members 
Mstep: Class 33 contains 18656 members 
Mstep: Class 34 contains 1466 members 
Mstep: Class 35 contains 1419 members 
Mstep: Class 36 contains 8351 members 
Mstep: Class 37 contains 10029 members 
Mstep: Class 38 contains 33329 members 
Mstep: Class 39 contains 5323 members 
Mstep: Class 40 contains 2072 members 
Mstep: Class 41 contains 28263 members 
Mstep: Class 42 contains 1468 members 
Mstep: Class 43 contains 1491 members 
Mstep: Class 44 contains 5103 members 
Mstep: Class 45 contains 13400 members 
Mstep: Class 46 contains 17216 members 
Mstep: Class 47 contains 3858 members 
Mstep: Class 48 contains 1732 members 
Mstep: Class 49 contains 6018 members 
Mstep: Class 50 contains 34459 members 
Mstep: Class 51 contains 1007 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2682 members 
Mstep: Class 55 contains 16991 members 
Mstep: Class 56 contains 11868 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14101 members 
Mstep: Class 59 contains 1772 members 
Mstep: Class 60 contains 881 members 
Mstep: Class 61 contains 6241 members 
Mstep: Class 62 contains 35888 members 
Mstep: Class 63 contains 1820 members 
Mstep: Class 64 contains 4514 members 
Mstep: Class 65 contains 17438 members 
Mstep: Class 66 contains 1534 members 
Mstep: Class 67 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85869384.000000 Penalty: 140554.421875
Iteration 114Q: 66 clusters Score -8.586938e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 14771 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 10802 members 
Mstep: Class 5 contains 27316 members 
Mstep: Class 6 contains 6947 members 
Mstep: Class 7 contains 2118 members 
Mstep: Class 8 contains 31670 members 
Mstep: Class 9 contains 1765 members 
Mstep: Class 10 contains 1944 members 
Mstep: Class 11 contains 6483 members 
Mstep: Class 12 contains 9343 members 
Mstep: Class 13 contains 13658 members 
Mstep: Class 14 contains 1636 members 
Mstep: Class 15 contains 1706 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 34217 members 
Mstep: Class 18 contains 1421 members 
Mstep: Class 19 contains 5172 members 
Mstep: Class 21 contains 23406 members 
Mstep: Class 23 contains 4257 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11314 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 1986 members 
Mstep: Class 28 contains 9812 members 
Mstep: Class 29 contains 35163 members 
Mstep: Class 30 contains 4241 members 
Mstep: Class 31 contains 3040 members 
Mstep: Class 32 contains 2923 members 
Mstep: Class 33 contains 18675 members 
Mstep: Class 34 contains 1462 members 
Mstep: Class 35 contains 1426 members 
Mstep: Class 36 contains 8355 members 
Mstep: Class 37 contains 10028 members 
Mstep: Class 38 contains 33344 members 
Mstep: Class 39 contains 5325 members 
Mstep: Class 40 contains 2073 members 
Mstep: Class 41 contains 28367 members 
Mstep: Class 42 contains 1466 members 
Mstep: Class 43 contains 1493 members 
Mstep: Class 44 contains 5102 members 
Mstep: Class 45 contains 13404 members 
Mstep: Class 46 contains 17279 members 
Mstep: Class 47 contains 3860 members 
Mstep: Class 48 contains 1732 members 
Mstep: Class 49 contains 6013 members 
Mstep: Class 50 contains 34433 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2680 members 
Mstep: Class 55 contains 16998 members 
Mstep: Class 56 contains 11867 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14091 members 
Mstep: Class 59 contains 1774 members 
Mstep: Class 60 contains 883 members 
Mstep: Class 61 contains 6242 members 
Mstep: Class 62 contains 35823 members 
Mstep: Class 63 contains 1821 members 
Mstep: Class 64 contains 4517 members 
Mstep: Class 65 contains 17440 members 
Mstep: Class 66 contains 1538 members 
Mstep: Class 67 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85869944.000000 Penalty: 140554.421875
Iteration 115Q: 66 clusters Score -8.586994e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 14770 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10803 members 
Mstep: Class 5 contains 27302 members 
Mstep: Class 6 contains 6947 members 
Mstep: Class 7 contains 2117 members 
Mstep: Class 8 contains 31608 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 1937 members 
Mstep: Class 11 contains 6480 members 
Mstep: Class 12 contains 9340 members 
Mstep: Class 13 contains 13691 members 
Mstep: Class 14 contains 1637 members 
Mstep: Class 15 contains 1709 members 
Mstep: Class 16 contains 3354 members 
Mstep: Class 17 contains 34233 members 
Mstep: Class 18 contains 1422 members 
Mstep: Class 19 contains 5174 members 
Mstep: Class 21 contains 23403 members 
Mstep: Class 23 contains 4256 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11293 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 1988 members 
Mstep: Class 28 contains 9805 members 
Mstep: Class 29 contains 35137 members 
Mstep: Class 30 contains 4242 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2925 members 
Mstep: Class 33 contains 18690 members 
Mstep: Class 34 contains 1457 members 
Mstep: Class 35 contains 1431 members 
Mstep: Class 36 contains 8369 members 
Mstep: Class 37 contains 10026 members 
Mstep: Class 38 contains 33350 members 
Mstep: Class 39 contains 5325 members 
Mstep: Class 40 contains 2074 members 
Mstep: Class 41 contains 28452 members 
Mstep: Class 42 contains 1465 members 
Mstep: Class 43 contains 1495 members 
Mstep: Class 44 contains 5104 members 
Mstep: Class 45 contains 13410 members 
Mstep: Class 46 contains 17319 members 
Mstep: Class 47 contains 3857 members 
Mstep: Class 48 contains 1735 members 
Mstep: Class 49 contains 6007 members 
Mstep: Class 50 contains 34399 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 2564 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2677 members 
Mstep: Class 55 contains 17001 members 
Mstep: Class 56 contains 11870 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14082 members 
Mstep: Class 59 contains 1772 members 
Mstep: Class 60 contains 885 members 
Mstep: Class 61 contains 6247 members 
Mstep: Class 62 contains 35779 members 
Mstep: Class 63 contains 1823 members 
Mstep: Class 64 contains 4521 members 
Mstep: Class 65 contains 17440 members 
Mstep: Class 66 contains 1546 members 
Mstep: Class 67 contains 2290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85870056.000000 Penalty: 140554.421875
Iteration 116Q: 66 clusters Score -8.587006e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 14770 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10806 members 
Mstep: Class 5 contains 27292 members 
Mstep: Class 6 contains 6943 members 
Mstep: Class 7 contains 2116 members 
Mstep: Class 8 contains 31569 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 1931 members 
Mstep: Class 11 contains 6476 members 
Mstep: Class 12 contains 9335 members 
Mstep: Class 13 contains 13725 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 1711 members 
Mstep: Class 16 contains 3355 members 
Mstep: Class 17 contains 34260 members 
Mstep: Class 18 contains 1423 members 
Mstep: Class 19 contains 5175 members 
Mstep: Class 21 contains 23404 members 
Mstep: Class 23 contains 4256 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11276 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 1992 members 
Mstep: Class 28 contains 9803 members 
Mstep: Class 29 contains 35132 members 
Mstep: Class 30 contains 4242 members 
Mstep: Class 31 contains 3036 members 
Mstep: Class 32 contains 2928 members 
Mstep: Class 33 contains 18698 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 1435 members 
Mstep: Class 36 contains 8380 members 
Mstep: Class 37 contains 10017 members 
Mstep: Class 38 contains 33353 members 
Mstep: Class 39 contains 5325 members 
Mstep: Class 40 contains 2076 members 
Mstep: Class 41 contains 28510 members 
Mstep: Class 42 contains 1464 members 
Mstep: Class 43 contains 1499 members 
Mstep: Class 44 contains 5106 members 
Mstep: Class 45 contains 13414 members 
Mstep: Class 46 contains 17361 members 
Mstep: Class 47 contains 3855 members 
Mstep: Class 48 contains 1735 members 
Mstep: Class 49 contains 6006 members 
Mstep: Class 50 contains 34373 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 2563 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2673 members 
Mstep: Class 55 contains 17002 members 
Mstep: Class 56 contains 11869 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14076 members 
Mstep: Class 59 contains 1777 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6252 members 
Mstep: Class 62 contains 35713 members 
Mstep: Class 63 contains 1823 members 
Mstep: Class 64 contains 4521 members 
Mstep: Class 65 contains 17431 members 
Mstep: Class 66 contains 1555 members 
Mstep: Class 67 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85870184.000000 Penalty: 140554.421875
Iteration 117Q: 66 clusters Score -8.587018e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 14770 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10810 members 
Mstep: Class 5 contains 27277 members 
Mstep: Class 6 contains 6941 members 
Mstep: Class 7 contains 2118 members 
Mstep: Class 8 contains 31527 members 
Mstep: Class 9 contains 1762 members 
Mstep: Class 10 contains 1924 members 
Mstep: Class 11 contains 6474 members 
Mstep: Class 12 contains 9330 members 
Mstep: Class 13 contains 13738 members 
Mstep: Class 14 contains 1640 members 
Mstep: Class 15 contains 1711 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 34281 members 
Mstep: Class 18 contains 1424 members 
Mstep: Class 19 contains 5175 members 
Mstep: Class 21 contains 23410 members 
Mstep: Class 23 contains 4254 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11256 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 1999 members 
Mstep: Class 28 contains 9800 members 
Mstep: Class 29 contains 35108 members 
Mstep: Class 30 contains 4239 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2933 members 
Mstep: Class 33 contains 18705 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 1440 members 
Mstep: Class 36 contains 8387 members 
Mstep: Class 37 contains 10012 members 
Mstep: Class 38 contains 33365 members 
Mstep: Class 39 contains 5325 members 
Mstep: Class 40 contains 2076 members 
Mstep: Class 41 contains 28578 members 
Mstep: Class 42 contains 1464 members 
Mstep: Class 43 contains 1501 members 
Mstep: Class 44 contains 5106 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 17413 members 
Mstep: Class 47 contains 3853 members 
Mstep: Class 48 contains 1739 members 
Mstep: Class 49 contains 6005 members 
Mstep: Class 50 contains 34347 members 
Mstep: Class 51 contains 1000 members 
Mstep: Class 52 contains 2563 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2668 members 
Mstep: Class 55 contains 17004 members 
Mstep: Class 56 contains 11872 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14068 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6260 members 
Mstep: Class 62 contains 35670 members 
Mstep: Class 63 contains 1819 members 
Mstep: Class 64 contains 4517 members 
Mstep: Class 65 contains 17428 members 
Mstep: Class 66 contains 1562 members 
Mstep: Class 67 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85870488.000000 Penalty: 140554.421875
Iteration 118Q: 66 clusters Score -8.587049e+07 nChanged 622
Entering ConstructFrom: 
Score: -85870488.000000 Penalty: 140554.421875
Entering ConstructFrom: 
Trying to split cluster 1 (11314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Entering Unmasked Estep 
Score: -1678840.625000 Penalty: 1516.741943
	Iteration 0F: 2 clusters Score -1678841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1670926.250000 Penalty: 3033.483887
	Iteration 0F: 3 clusters Score -1670926 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1673534.250000 Penalty: 3033.483887
	Iteration 1F: 3 clusters Score -1673534 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1673803.625000 Penalty: 3033.483887
	Iteration 2F: 3 clusters Score -1673804 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1674042.375000 Penalty: 3033.483887
	Iteration 3F: 3 clusters Score -1674042 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1674218.625000 Penalty: 3033.483887
	Iteration 4Q: 3 clusters Score -1674219 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1674382.250000 Penalty: 3033.483887
	Iteration 5Q: 3 clusters Score -1674382 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1674536.375000 Penalty: 3033.483887
	Iteration 6Q: 3 clusters Score -1674536 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1674665.000000 Penalty: 3033.483887
	Iteration 7Q: 3 clusters Score -1674665 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1674769.000000 Penalty: 3033.483887
	Iteration 8Q: 3 clusters Score -1674769 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1674852.125000 Penalty: 3033.483887
	Iteration 9Q: 3 clusters Score -1674852 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1674933.625000 Penalty: 3033.483887
	Iteration 10Q: 3 clusters Score -1674934 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1675011.625000 Penalty: 3033.483887
	Iteration 11Q: 3 clusters Score -1675012 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1675094.750000 Penalty: 3033.483887
	Iteration 12Q: 3 clusters Score -1675095 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1675161.625000 Penalty: 3033.483887
	Iteration 13Q: 3 clusters Score -1675162 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1675244.250000 Penalty: 3033.483887
	Iteration 14Q: 3 clusters Score -1675244 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1675326.375000 Penalty: 3033.483887
	Iteration 15Q: 3 clusters Score -1675326 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1675415.250000 Penalty: 3033.483887
	Iteration 16Q: 3 clusters Score -1675415 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1675490.750000 Penalty: 3033.483887
	Iteration 17Q: 3 clusters Score -1675491 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1675582.250000 Penalty: 3033.483887
	Iteration 18Q: 3 clusters Score -1675582 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1675689.125000 Penalty: 3033.483887
	Iteration 19Q: 3 clusters Score -1675689 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1675796.250000 Penalty: 3033.483887
	Iteration 20F: 3 clusters Score -1675796 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1675910.500000 Penalty: 3033.483887
	Iteration 21Q: 3 clusters Score -1675910 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1676068.250000 Penalty: 3033.483887
	Iteration 22Q: 3 clusters Score -1676068 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1676193.125000 Penalty: 3033.483887
	Iteration 23Q: 3 clusters Score -1676193 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1676279.250000 Penalty: 3033.483887
	Iteration 24Q: 3 clusters Score -1676279 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1676352.000000 Penalty: 3033.483887
	Iteration 25Q: 3 clusters Score -1676352 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1676415.000000 Penalty: 3033.483887
	Iteration 26Q: 3 clusters Score -1676415 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1676464.500000 Penalty: 3033.483887
	Iteration 27Q: 3 clusters Score -1676464 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1676507.250000 Penalty: 3033.483887
	Iteration 28Q: 3 clusters Score -1676507 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1676538.125000 Penalty: 3033.483887
	Iteration 29Q: 3 clusters Score -1676538 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1676574.500000 Penalty: 3033.483887
	Iteration 30Q: 3 clusters Score -1676574 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1676624.875000 Penalty: 3033.483887
	Iteration 31Q: 3 clusters Score -1676625 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1676661.000000 Penalty: 3033.483887
	Iteration 32Q: 3 clusters Score -1676661 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1676693.625000 Penalty: 3033.483887
	Iteration 33Q: 3 clusters Score -1676694 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1676724.625000 Penalty: 3033.483887
	Iteration 34Q: 3 clusters Score -1676725 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1676750.125000 Penalty: 3033.483887
	Iteration 35Q: 3 clusters Score -1676750 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1676774.875000 Penalty: 3033.483887
	Iteration 36Q: 3 clusters Score -1676775 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1676797.875000 Penalty: 3033.483887
	Iteration 37Q: 3 clusters Score -1676798 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1676819.000000 Penalty: 3033.483887
	Iteration 38Q: 3 clusters Score -1676819 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1676836.625000 Penalty: 3033.483887
	Iteration 39Q: 3 clusters Score -1676837 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1676852.875000 Penalty: 3033.483887
	Iteration 40F: 3 clusters Score -1676853 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1676867.625000 Penalty: 3033.483887
	Iteration 41Q: 3 clusters Score -1676868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1676888.125000 Penalty: 3033.483887
	Iteration 42Q: 3 clusters Score -1676888 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1676909.250000 Penalty: 3033.483887
	Iteration 43Q: 3 clusters Score -1676909 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1676931.625000 Penalty: 3033.483887
	Iteration 44Q: 3 clusters Score -1676932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1676953.875000 Penalty: 3033.483887
	Iteration 45Q: 3 clusters Score -1676954 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1676982.875000 Penalty: 3033.483887
	Iteration 46Q: 3 clusters Score -1676983 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1677003.875000 Penalty: 3033.483887
	Iteration 47Q: 3 clusters Score -1677004 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1677026.125000 Penalty: 3033.483887
	Iteration 48Q: 3 clusters Score -1677026 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1677043.500000 Penalty: 3033.483887
	Iteration 49Q: 3 clusters Score -1677044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1677054.250000 Penalty: 3033.483887
	Iteration 50Q: 3 clusters Score -1677054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1677062.250000 Penalty: 3033.483887
	Iteration 51Q: 3 clusters Score -1677062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1677074.750000 Penalty: 3033.483887
	Iteration 52Q: 3 clusters Score -1677075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1677077.500000 Penalty: 3033.483887
	Iteration 53Q: 3 clusters Score -1677078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1677082.875000 Penalty: 3033.483887
	Iteration 54Q: 3 clusters Score -1677083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1677090.875000 Penalty: 3033.483887
	Iteration 55Q: 3 clusters Score -1677091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1677096.625000 Penalty: 3033.483887
	Iteration 56Q: 3 clusters Score -1677097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1677103.875000 Penalty: 3033.483887
	Iteration 57Q: 3 clusters Score -1677104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1677106.750000 Penalty: 3033.483887
	Iteration 58Q: 3 clusters Score -1677107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1677101.750000 Penalty: 3033.483887
	Iteration 59Q: 3 clusters Score -1677102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1677101.250000 Penalty: 3033.483887
	Iteration 60F: 3 clusters Score -1677101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1677104.875000 Penalty: 3033.483887
	Iteration 61Q: 3 clusters Score -1677105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1677110.750000 Penalty: 3033.483887
	Iteration 62Q: 3 clusters Score -1677111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1677110.625000 Penalty: 3033.483887
	Iteration 63Q: 3 clusters Score -1677111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1677115.750000 Penalty: 3033.483887
	Iteration 64Q: 3 clusters Score -1677116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1677116.375000 Penalty: 3033.483887
	Iteration 65Q: 3 clusters Score -1677116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1677123.625000 Penalty: 3033.483887
	Iteration 66Q: 3 clusters Score -1677124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1677123.750000 Penalty: 3033.483887
	Iteration 67Q: 3 clusters Score -1677124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1677124.500000 Penalty: 3033.483887
	Iteration 68Q: 3 clusters Score -1677124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1677123.875000 Penalty: 3033.483887
	Iteration 69Q: 3 clusters Score -1677124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1677127.125000 Penalty: 3033.483887
	Iteration 70Q: 3 clusters Score -1677127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1677129.250000 Penalty: 3033.483887
	Iteration 71Q: 3 clusters Score -1677129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1677129.875000 Penalty: 3033.483887
	Iteration 72Q: 3 clusters Score -1677130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1677135.000000 Penalty: 3033.483887
	Iteration 73Q: 3 clusters Score -1677135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1677133.125000 Penalty: 3033.483887
	Iteration 74Q: 3 clusters Score -1677133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1677133.625000 Penalty: 3033.483887
	Iteration 75Q: 3 clusters Score -1677134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1677139.375000 Penalty: 3033.483887
	Iteration 76Q: 3 clusters Score -1677139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1677142.500000 Penalty: 3033.483887
	Iteration 77Q: 3 clusters Score -1677142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1677141.500000 Penalty: 3033.483887
	Iteration 78Q: 3 clusters Score -1677142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1677143.375000 Penalty: 3033.483887
	Iteration 79Q: 3 clusters Score -1677143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1677144.750000 Penalty: 3033.483887
	Iteration 80F: 3 clusters Score -1677145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1677141.875000 Penalty: 3033.483887
	Iteration 81Q: 3 clusters Score -1677142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1677143.500000 Penalty: 3033.483887
	Iteration 82Q: 3 clusters Score -1677144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1677144.125000 Penalty: 3033.483887
	Iteration 83Q: 3 clusters Score -1677144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1677145.375000 Penalty: 3033.483887
	Iteration 84Q: 3 clusters Score -1677145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1677145.375000 Penalty: 3033.483887
	Iteration 85F: 3 clusters Score -1677145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Entering Unmasked Estep 
Score: -1667887.875000 Penalty: 1560.046387
	Iteration 0F: 2 clusters Score -1667888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1657505.625000 Penalty: 3120.092773
	Iteration 0F: 3 clusters Score -1657506 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1661246.125000 Penalty: 3120.092773
	Iteration 1F: 3 clusters Score -1661246 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1661738.000000 Penalty: 3120.092773
	Iteration 2F: 3 clusters Score -1661738 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1662206.250000 Penalty: 3120.092773
	Iteration 3F: 3 clusters Score -1662206 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1662669.375000 Penalty: 3120.092773
	Iteration 4F: 3 clusters Score -1662669 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1663104.625000 Penalty: 3120.092773
	Iteration 5F: 3 clusters Score -1663105 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1663598.875000 Penalty: 3120.092773
	Iteration 6F: 3 clusters Score -1663599 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1664219.000000 Penalty: 3120.092773
	Iteration 7F: 3 clusters Score -1664219 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1664934.625000 Penalty: 3120.092773
	Iteration 8F: 3 clusters Score -1664935 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1665544.625000 Penalty: 3120.092773
	Iteration 9Q: 3 clusters Score -1665545 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1665988.000000 Penalty: 3120.092773
	Iteration 10Q: 3 clusters Score -1665988 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1666254.000000 Penalty: 3120.092773
	Iteration 11Q: 3 clusters Score -1666254 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1666403.250000 Penalty: 3120.092773
	Iteration 12Q: 3 clusters Score -1666403 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1666489.750000 Penalty: 3120.092773
	Iteration 13Q: 3 clusters Score -1666490 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1666541.500000 Penalty: 3120.092773
	Iteration 14Q: 3 clusters Score -1666542 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1666576.500000 Penalty: 3120.092773
	Iteration 15Q: 3 clusters Score -1666576 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1666602.500000 Penalty: 3120.092773
	Iteration 16Q: 3 clusters Score -1666602 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1666621.625000 Penalty: 3120.092773
	Iteration 17Q: 3 clusters Score -1666622 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1666643.750000 Penalty: 3120.092773
	Iteration 18Q: 3 clusters Score -1666644 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1666659.250000 Penalty: 3120.092773
	Iteration 19Q: 3 clusters Score -1666659 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1666672.875000 Penalty: 3120.092773
	Iteration 20F: 3 clusters Score -1666673 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1666685.750000 Penalty: 3120.092773
	Iteration 21Q: 3 clusters Score -1666686 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1666697.000000 Penalty: 3120.092773
	Iteration 22Q: 3 clusters Score -1666697 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1666713.625000 Penalty: 3120.092773
	Iteration 23Q: 3 clusters Score -1666714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1666722.625000 Penalty: 3120.092773
	Iteration 24Q: 3 clusters Score -1666723 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1666732.500000 Penalty: 3120.092773
	Iteration 25Q: 3 clusters Score -1666732 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1666735.125000 Penalty: 3120.092773
	Iteration 26Q: 3 clusters Score -1666735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1666747.750000 Penalty: 3120.092773
	Iteration 27Q: 3 clusters Score -1666748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1666756.375000 Penalty: 3120.092773
	Iteration 28Q: 3 clusters Score -1666756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1666762.125000 Penalty: 3120.092773
	Iteration 29Q: 3 clusters Score -1666762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1666771.500000 Penalty: 3120.092773
	Iteration 30Q: 3 clusters Score -1666772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1666782.000000 Penalty: 3120.092773
	Iteration 31Q: 3 clusters Score -1666782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1666792.500000 Penalty: 3120.092773
	Iteration 32Q: 3 clusters Score -1666792 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1666828.000000 Penalty: 3120.092773
	Iteration 33Q: 3 clusters Score -1666828 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1666851.625000 Penalty: 3120.092773
	Iteration 34Q: 3 clusters Score -1666852 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1666880.875000 Penalty: 3120.092773
	Iteration 35Q: 3 clusters Score -1666881 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1666913.000000 Penalty: 3120.092773
	Iteration 36Q: 3 clusters Score -1666913 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1666949.000000 Penalty: 3120.092773
	Iteration 37Q: 3 clusters Score -1666949 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1666970.500000 Penalty: 3120.092773
	Iteration 38Q: 3 clusters Score -1666970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1666993.125000 Penalty: 3120.092773
	Iteration 39Q: 3 clusters Score -1666993 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1667021.375000 Penalty: 3120.092773
	Iteration 40F: 3 clusters Score -1667021 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1667042.750000 Penalty: 3120.092773
	Iteration 41Q: 3 clusters Score -1667043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1667054.500000 Penalty: 3120.092773
	Iteration 42Q: 3 clusters Score -1667054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1667061.875000 Penalty: 3120.092773
	Iteration 43Q: 3 clusters Score -1667062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1667068.750000 Penalty: 3120.092773
	Iteration 44Q: 3 clusters Score -1667069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1667068.500000 Penalty: 3120.092773
	Iteration 45Q: 3 clusters Score -1667068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1667066.375000 Penalty: 3120.092773
	Iteration 46Q: 3 clusters Score -1667066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1667069.250000 Penalty: 3120.092773
	Iteration 47Q: 3 clusters Score -1667069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1667069.875000 Penalty: 3120.092773
	Iteration 48Q: 3 clusters Score -1667070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1667071.750000 Penalty: 3120.092773
	Iteration 49Q: 3 clusters Score -1667072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1667072.750000 Penalty: 3120.092773
	Iteration 50Q: 3 clusters Score -1667073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1667071.000000 Penalty: 3120.092773
	Iteration 51Q: 3 clusters Score -1667071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1667071.750000 Penalty: 3120.092773
	Iteration 52Q: 3 clusters Score -1667072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1667073.625000 Penalty: 3120.092773
	Iteration 53Q: 3 clusters Score -1667074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1667072.750000 Penalty: 3120.092773
	Iteration 54Q: 3 clusters Score -1667073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1667071.500000 Penalty: 3120.092773
	Iteration 55Q: 3 clusters Score -1667072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1667075.875000 Penalty: 3120.092773
	Iteration 56Q: 3 clusters Score -1667076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1667077.625000 Penalty: 3120.092773
	Iteration 57Q: 3 clusters Score -1667078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1667080.125000 Penalty: 3120.092773
	Iteration 58Q: 3 clusters Score -1667080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1667080.375000 Penalty: 3120.092773
	Iteration 59Q: 3 clusters Score -1667080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1667080.250000 Penalty: 3120.092773
	Iteration 60F: 3 clusters Score -1667080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -19870.617188 Penalty: 872.728638
	Iteration 0F: 2 clusters Score -19870.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19234.718750 Penalty: 1745.457275
	Iteration 0F: 3 clusters Score -19234.72 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19453.208984 Penalty: 1745.457275
	Iteration 1F: 3 clusters Score -19453.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19575.480469 Penalty: 1745.457275
	Iteration 2F: 3 clusters Score -19575.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19604.029297 Penalty: 1745.457275
	Iteration 3Q: 3 clusters Score -19604.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19626.369141 Penalty: 1745.457275
	Iteration 4Q: 3 clusters Score -19626.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19632.216797 Penalty: 1745.457275
	Iteration 5Q: 3 clusters Score -19632.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19632.216797 Penalty: 1745.457275
	Iteration 6F: 3 clusters Score -19632.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Entering Unmasked Estep 
Score: -1609466.125000 Penalty: 1509.381958
	Iteration 0F: 2 clusters Score -1609466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1601850.000000 Penalty: 3018.763916
	Iteration 0F: 3 clusters Score -1601850 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1604472.875000 Penalty: 3018.763916
	Iteration 1F: 3 clusters Score -1604473 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1604770.250000 Penalty: 3018.763916
	Iteration 2F: 3 clusters Score -1604770 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1605018.750000 Penalty: 3018.763916
	Iteration 3F: 3 clusters Score -1605019 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1605265.375000 Penalty: 3018.763916
	Iteration 4Q: 3 clusters Score -1605265 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1605515.875000 Penalty: 3018.763916
	Iteration 5Q: 3 clusters Score -1605516 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1605746.500000 Penalty: 3018.763916
	Iteration 6Q: 3 clusters Score -1605746 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1605941.125000 Penalty: 3018.763916
	Iteration 7Q: 3 clusters Score -1605941 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1606109.250000 Penalty: 3018.763916
	Iteration 8Q: 3 clusters Score -1606109 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1606233.125000 Penalty: 3018.763916
	Iteration 9Q: 3 clusters Score -1606233 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1606335.500000 Penalty: 3018.763916
	Iteration 10Q: 3 clusters Score -1606336 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1606416.625000 Penalty: 3018.763916
	Iteration 11Q: 3 clusters Score -1606417 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1606490.875000 Penalty: 3018.763916
	Iteration 12Q: 3 clusters Score -1606491 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1606578.250000 Penalty: 3018.763916
	Iteration 13Q: 3 clusters Score -1606578 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1606663.625000 Penalty: 3018.763916
	Iteration 14Q: 3 clusters Score -1606664 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1606742.375000 Penalty: 3018.763916
	Iteration 15Q: 3 clusters Score -1606742 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1606845.375000 Penalty: 3018.763916
	Iteration 16Q: 3 clusters Score -1606845 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1606959.500000 Penalty: 3018.763916
	Iteration 17Q: 3 clusters Score -1606960 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1607099.750000 Penalty: 3018.763916
	Iteration 18Q: 3 clusters Score -1607100 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1607247.875000 Penalty: 3018.763916
	Iteration 19Q: 3 clusters Score -1607248 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1607359.875000 Penalty: 3018.763916
	Iteration 20F: 3 clusters Score -1607360 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1607458.000000 Penalty: 3018.763916
	Iteration 21Q: 3 clusters Score -1607458 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1607533.375000 Penalty: 3018.763916
	Iteration 22Q: 3 clusters Score -1607533 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1607596.750000 Penalty: 3018.763916
	Iteration 23Q: 3 clusters Score -1607597 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1607649.125000 Penalty: 3018.763916
	Iteration 24Q: 3 clusters Score -1607649 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1607689.250000 Penalty: 3018.763916
	Iteration 25Q: 3 clusters Score -1607689 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1607714.875000 Penalty: 3018.763916
	Iteration 26Q: 3 clusters Score -1607715 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1607736.750000 Penalty: 3018.763916
	Iteration 27Q: 3 clusters Score -1607737 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1607754.000000 Penalty: 3018.763916
	Iteration 28Q: 3 clusters Score -1607754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1607763.000000 Penalty: 3018.763916
	Iteration 29Q: 3 clusters Score -1607763 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1607776.375000 Penalty: 3018.763916
	Iteration 30Q: 3 clusters Score -1607776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1607786.500000 Penalty: 3018.763916
	Iteration 31Q: 3 clusters Score -1607786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1607789.625000 Penalty: 3018.763916
	Iteration 32Q: 3 clusters Score -1607790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1607793.250000 Penalty: 3018.763916
	Iteration 33Q: 3 clusters Score -1607793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1607789.875000 Penalty: 3018.763916
	Iteration 34Q: 3 clusters Score -1607790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1607794.250000 Penalty: 3018.763916
	Iteration 35Q: 3 clusters Score -1607794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1607796.750000 Penalty: 3018.763916
	Iteration 36Q: 3 clusters Score -1607797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1607799.625000 Penalty: 3018.763916
	Iteration 37Q: 3 clusters Score -1607800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1607800.250000 Penalty: 3018.763916
	Iteration 38Q: 3 clusters Score -1607800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1607803.000000 Penalty: 3018.763916
	Iteration 39Q: 3 clusters Score -1607803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1607804.500000 Penalty: 3018.763916
	Iteration 40F: 3 clusters Score -1607804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1607802.750000 Penalty: 3018.763916
	Iteration 41Q: 3 clusters Score -1607803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1607805.500000 Penalty: 3018.763916
	Iteration 42Q: 3 clusters Score -1607806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1607810.250000 Penalty: 3018.763916
	Iteration 43Q: 3 clusters Score -1607810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1607812.750000 Penalty: 3018.763916
	Iteration 44Q: 3 clusters Score -1607813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1607811.625000 Penalty: 3018.763916
	Iteration 45Q: 3 clusters Score -1607812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1607810.125000 Penalty: 3018.763916
	Iteration 46Q: 3 clusters Score -1607810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1607811.125000 Penalty: 3018.763916
	Iteration 47Q: 3 clusters Score -1607811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1607811.750000 Penalty: 3018.763916
	Iteration 48Q: 3 clusters Score -1607812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1607813.000000 Penalty: 3018.763916
	Iteration 49Q: 3 clusters Score -1607813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1607810.875000 Penalty: 3018.763916
	Iteration 50Q: 3 clusters Score -1607811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1607817.250000 Penalty: 3018.763916
	Iteration 51Q: 3 clusters Score -1607817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1607819.875000 Penalty: 3018.763916
	Iteration 52Q: 3 clusters Score -1607820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1607818.750000 Penalty: 3018.763916
	Iteration 53Q: 3 clusters Score -1607819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1607823.250000 Penalty: 3018.763916
	Iteration 54Q: 3 clusters Score -1607823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1607829.500000 Penalty: 3018.763916
	Iteration 55Q: 3 clusters Score -1607830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1607834.875000 Penalty: 3018.763916
	Iteration 56Q: 3 clusters Score -1607835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1607844.250000 Penalty: 3018.763916
	Iteration 57Q: 3 clusters Score -1607844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1607850.375000 Penalty: 3018.763916
	Iteration 58Q: 3 clusters Score -1607850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1607857.875000 Penalty: 3018.763916
	Iteration 59Q: 3 clusters Score -1607858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1607859.250000 Penalty: 3018.763916
	Iteration 60F: 3 clusters Score -1607859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1607862.750000 Penalty: 3018.763916
	Iteration 61Q: 3 clusters Score -1607863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1607864.625000 Penalty: 3018.763916
	Iteration 62Q: 3 clusters Score -1607865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1607869.625000 Penalty: 3018.763916
	Iteration 63Q: 3 clusters Score -1607870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1607869.750000 Penalty: 3018.763916
	Iteration 64Q: 3 clusters Score -1607870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1607869.375000 Penalty: 3018.763916
	Iteration 65Q: 3 clusters Score -1607869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1607869.375000 Penalty: 3018.763916
	Iteration 66F: 3 clusters Score -1607869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Entering Unmasked Estep 
Score: -4134508.500000 Penalty: 1659.664917
	Iteration 0F: 2 clusters Score -4134508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -4121784.750000 Penalty: 3319.329834
	Iteration 0F: 3 clusters Score -4121785 nChanged 12417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -4128538.250000 Penalty: 3319.329834
	Iteration 1F: 3 clusters Score -4128538 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -4129088.500000 Penalty: 3319.329834
	Iteration 2F: 3 clusters Score -4129088 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -4129749.250000 Penalty: 3319.329834
	Iteration 3F: 3 clusters Score -4129749 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -4130491.000000 Penalty: 3319.329834
	Iteration 4F: 3 clusters Score -4130491 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -4131399.750000 Penalty: 3319.329834
	Iteration 5F: 3 clusters Score -4131400 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -4132320.250000 Penalty: 3319.329834
	Iteration 6F: 3 clusters Score -4132320 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -4133140.000000 Penalty: 3319.329834
	Iteration 7F: 3 clusters Score -4133140 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -4133832.500000 Penalty: 3319.329834
	Iteration 8Q: 3 clusters Score -4133832 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -4134431.500000 Penalty: 3319.329834
	Iteration 9Q: 3 clusters Score -4134432 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -4134906.500000 Penalty: 3319.329834
	Iteration 10Q: 3 clusters Score -4134906 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -4135292.250000 Penalty: 3319.329834
	Iteration 11Q: 3 clusters Score -4135292 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -4135601.750000 Penalty: 3319.329834
	Iteration 12Q: 3 clusters Score -4135602 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -4135750.250000 Penalty: 3319.329834
	Iteration 13Q: 3 clusters Score -4135750 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -4135947.000000 Penalty: 3319.329834
	Iteration 14Q: 3 clusters Score -4135947 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -4136137.500000 Penalty: 3319.329834
	Iteration 15Q: 3 clusters Score -4136138 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -4136348.500000 Penalty: 3319.329834
	Iteration 16Q: 3 clusters Score -4136348 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -4136555.750000 Penalty: 3319.329834
	Iteration 17Q: 3 clusters Score -4136556 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -4136794.000000 Penalty: 3319.329834
	Iteration 18Q: 3 clusters Score -4136794 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -4137012.750000 Penalty: 3319.329834
	Iteration 19Q: 3 clusters Score -4137013 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -4137234.000000 Penalty: 3319.329834
	Iteration 20F: 3 clusters Score -4137234 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -4137413.500000 Penalty: 3319.329834
	Iteration 21Q: 3 clusters Score -4137414 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -4137623.250000 Penalty: 3319.329834
	Iteration 22Q: 3 clusters Score -4137623 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -4137754.250000 Penalty: 3319.329834
	Iteration 23Q: 3 clusters Score -4137754 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -4137855.000000 Penalty: 3319.329834
	Iteration 24Q: 3 clusters Score -4137855 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -4137942.750000 Penalty: 3319.329834
	Iteration 25Q: 3 clusters Score -4137943 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -4138003.500000 Penalty: 3319.329834
	Iteration 26Q: 3 clusters Score -4138004 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -4138038.500000 Penalty: 3319.329834
	Iteration 27Q: 3 clusters Score -4138038 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -4138069.750000 Penalty: 3319.329834
	Iteration 28Q: 3 clusters Score -4138070 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -4138084.500000 Penalty: 3319.329834
	Iteration 29Q: 3 clusters Score -4138084 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -4138102.500000 Penalty: 3319.329834
	Iteration 30Q: 3 clusters Score -4138102 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -4138103.000000 Penalty: 3319.329834
	Iteration 31Q: 3 clusters Score -4138103 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -4138120.500000 Penalty: 3319.329834
	Iteration 32Q: 3 clusters Score -4138120 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -4138104.000000 Penalty: 3319.329834
	Iteration 33Q: 3 clusters Score -4138104 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -4138120.250000 Penalty: 3319.329834
	Iteration 34Q: 3 clusters Score -4138120 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -4138114.250000 Penalty: 3319.329834
	Iteration 35Q: 3 clusters Score -4138114 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -4138111.000000 Penalty: 3319.329834
	Iteration 36Q: 3 clusters Score -4138111 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -4138105.500000 Penalty: 3319.329834
	Iteration 37Q: 3 clusters Score -4138106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -4138112.250000 Penalty: 3319.329834
	Iteration 38Q: 3 clusters Score -4138112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -4138108.250000 Penalty: 3319.329834
	Iteration 39Q: 3 clusters Score -4138108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -4138107.750000 Penalty: 3319.329834
	Iteration 40F: 3 clusters Score -4138108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -4138111.250000 Penalty: 3319.329834
	Iteration 41Q: 3 clusters Score -4138111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -4138116.500000 Penalty: 3319.329834
	Iteration 42Q: 3 clusters Score -4138116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -4138115.500000 Penalty: 3319.329834
	Iteration 43Q: 3 clusters Score -4138116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -4138113.500000 Penalty: 3319.329834
	Iteration 44Q: 3 clusters Score -4138114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -4138114.500000 Penalty: 3319.329834
	Iteration 45Q: 3 clusters Score -4138114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -4138114.250000 Penalty: 3319.329834
	Iteration 46Q: 3 clusters Score -4138114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -4138110.750000 Penalty: 3319.329834
	Iteration 47Q: 3 clusters Score -4138111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -4138111.750000 Penalty: 3319.329834
	Iteration 48Q: 3 clusters Score -4138112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -4138113.250000 Penalty: 3319.329834
	Iteration 49Q: 3 clusters Score -4138113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -4138116.000000 Penalty: 3319.329834
	Iteration 50Q: 3 clusters Score -4138116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -4138116.000000 Penalty: 3319.329834
	Iteration 51F: 3 clusters Score -4138116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 2120 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 1640 members 
Mstep: Class 15 contains 1714 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 34314 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 23414 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 1625 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 35079 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 18716 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 10011 members 
Mstep: Class 38 contains 33375 members 
Mstep: Class 39 contains 5323 members 
Mstep: Class 40 contains 2076 members 
Mstep: Class 41 contains 28632 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 1504 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 17465 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 1740 members 
Mstep: Class 49 contains 6001 members 
Mstep: Class 50 contains 34321 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2661 members 
Mstep: Class 55 contains 17005 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6265 members 
Mstep: Class 62 contains 35649 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4515 members 
Mstep: Class 65 contains 17424 members 
Mstep: Class 66 contains 1566 members 
Mstep: Class 67 contains 2274 members 
Entering Unmasked Estep 
Score: -85873688.000000 Penalty: 142716.796875
Splitting cluster 5 changes total score from -85870488.000000 to -85873688.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 6 (6938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Entering Unmasked Estep 
Score: -969749.125000 Penalty: 1437.274902
	Iteration 0F: 2 clusters Score -969749.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -964558.750000 Penalty: 2874.549805
	Iteration 0F: 3 clusters Score -964558.8 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -966246.875000 Penalty: 2874.549805
	Iteration 1F: 3 clusters Score -966246.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -966527.000000 Penalty: 2874.549805
	Iteration 2F: 3 clusters Score -966527 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -966746.687500 Penalty: 2874.549805
	Iteration 3F: 3 clusters Score -966746.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -966960.375000 Penalty: 2874.549805
	Iteration 4F: 3 clusters Score -966960.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -967172.750000 Penalty: 2874.549805
	Iteration 5Q: 3 clusters Score -967172.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -967415.000000 Penalty: 2874.549805
	Iteration 6F: 3 clusters Score -967415 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -967662.625000 Penalty: 2874.549805
	Iteration 7F: 3 clusters Score -967662.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -967916.437500 Penalty: 2874.549805
	Iteration 8Q: 3 clusters Score -967916.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -968156.875000 Penalty: 2874.549805
	Iteration 9Q: 3 clusters Score -968156.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -968353.187500 Penalty: 2874.549805
	Iteration 10Q: 3 clusters Score -968353.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -968522.562500 Penalty: 2874.549805
	Iteration 11Q: 3 clusters Score -968522.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -968693.812500 Penalty: 2874.549805
	Iteration 12Q: 3 clusters Score -968693.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -968819.250000 Penalty: 2874.549805
	Iteration 13Q: 3 clusters Score -968819.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -968917.562500 Penalty: 2874.549805
	Iteration 14Q: 3 clusters Score -968917.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -968996.375000 Penalty: 2874.549805
	Iteration 15Q: 3 clusters Score -968996.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -969042.687500 Penalty: 2874.549805
	Iteration 16Q: 3 clusters Score -969042.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -969064.687500 Penalty: 2874.549805
	Iteration 17Q: 3 clusters Score -969064.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -969088.750000 Penalty: 2874.549805
	Iteration 18Q: 3 clusters Score -969088.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -969111.187500 Penalty: 2874.549805
	Iteration 19Q: 3 clusters Score -969111.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -969127.125000 Penalty: 2874.549805
	Iteration 20F: 3 clusters Score -969127.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -969145.437500 Penalty: 2874.549805
	Iteration 21Q: 3 clusters Score -969145.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -969163.312500 Penalty: 2874.549805
	Iteration 22Q: 3 clusters Score -969163.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -969181.000000 Penalty: 2874.549805
	Iteration 23Q: 3 clusters Score -969181 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -969199.062500 Penalty: 2874.549805
	Iteration 24Q: 3 clusters Score -969199.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -969212.062500 Penalty: 2874.549805
	Iteration 25Q: 3 clusters Score -969212.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -969226.625000 Penalty: 2874.549805
	Iteration 26Q: 3 clusters Score -969226.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -969241.312500 Penalty: 2874.549805
	Iteration 27Q: 3 clusters Score -969241.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -969254.625000 Penalty: 2874.549805
	Iteration 28Q: 3 clusters Score -969254.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -969266.562500 Penalty: 2874.549805
	Iteration 29Q: 3 clusters Score -969266.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -969280.875000 Penalty: 2874.549805
	Iteration 30Q: 3 clusters Score -969280.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -969291.812500 Penalty: 2874.549805
	Iteration 31Q: 3 clusters Score -969291.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -969303.250000 Penalty: 2874.549805
	Iteration 32Q: 3 clusters Score -969303.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -969314.812500 Penalty: 2874.549805
	Iteration 33Q: 3 clusters Score -969314.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -969325.750000 Penalty: 2874.549805
	Iteration 34Q: 3 clusters Score -969325.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -969333.062500 Penalty: 2874.549805
	Iteration 35Q: 3 clusters Score -969333.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -969336.875000 Penalty: 2874.549805
	Iteration 36Q: 3 clusters Score -969336.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -969342.500000 Penalty: 2874.549805
	Iteration 37Q: 3 clusters Score -969342.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -969344.500000 Penalty: 2874.549805
	Iteration 38Q: 3 clusters Score -969344.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -969345.125000 Penalty: 2874.549805
	Iteration 39Q: 3 clusters Score -969345.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -969346.562500 Penalty: 2874.549805
	Iteration 40F: 3 clusters Score -969346.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -969348.750000 Penalty: 2874.549805
	Iteration 41Q: 3 clusters Score -969348.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -969351.062500 Penalty: 2874.549805
	Iteration 42Q: 3 clusters Score -969351.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -969349.812500 Penalty: 2874.549805
	Iteration 43Q: 3 clusters Score -969349.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -969351.875000 Penalty: 2874.549805
	Iteration 44Q: 3 clusters Score -969351.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -969352.687500 Penalty: 2874.549805
	Iteration 45Q: 3 clusters Score -969352.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -969356.500000 Penalty: 2874.549805
	Iteration 46Q: 3 clusters Score -969356.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -969353.375000 Penalty: 2874.549805
	Iteration 47Q: 3 clusters Score -969353.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -969355.187500 Penalty: 2874.549805
	Iteration 48Q: 3 clusters Score -969355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -969356.562500 Penalty: 2874.549805
	Iteration 49Q: 3 clusters Score -969356.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -969356.187500 Penalty: 2874.549805
	Iteration 50Q: 3 clusters Score -969356.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -969356.187500 Penalty: 2874.549805
	Iteration 51F: 3 clusters Score -969356.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Entering Unmasked Estep 
Score: -296969.406250 Penalty: 1244.615356
	Iteration 0F: 2 clusters Score -296969.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -294908.687500 Penalty: 2489.230713
	Iteration 0F: 3 clusters Score -294908.7 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -296132.031250 Penalty: 2489.230713
	Iteration 1F: 3 clusters Score -296132 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -297209.031250 Penalty: 2489.230713
	Iteration 2F: 3 clusters Score -297209 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -297770.593750 Penalty: 2489.230713
	Iteration 3F: 3 clusters Score -297770.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -298029.687500 Penalty: 2489.230713
	Iteration 4F: 3 clusters Score -298029.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -298172.562500 Penalty: 2489.230713
	Iteration 5Q: 3 clusters Score -298172.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -298269.937500 Penalty: 2489.230713
	Iteration 6Q: 3 clusters Score -298269.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -298329.656250 Penalty: 2489.230713
	Iteration 7Q: 3 clusters Score -298329.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -298355.781250 Penalty: 2489.230713
	Iteration 8Q: 3 clusters Score -298355.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -298387.968750 Penalty: 2489.230713
	Iteration 9Q: 3 clusters Score -298388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -298419.187500 Penalty: 2489.230713
	Iteration 10Q: 3 clusters Score -298419.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -298439.062500 Penalty: 2489.230713
	Iteration 11Q: 3 clusters Score -298439.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -298450.218750 Penalty: 2489.230713
	Iteration 12Q: 3 clusters Score -298450.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -298451.437500 Penalty: 2489.230713
	Iteration 13Q: 3 clusters Score -298451.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -298454.843750 Penalty: 2489.230713
	Iteration 14Q: 3 clusters Score -298454.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -298457.343750 Penalty: 2489.230713
	Iteration 15Q: 3 clusters Score -298457.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -298458.156250 Penalty: 2489.230713
	Iteration 16Q: 3 clusters Score -298458.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -298460.812500 Penalty: 2489.230713
	Iteration 17Q: 3 clusters Score -298460.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -298460.812500 Penalty: 2489.230713
	Iteration 18F: 3 clusters Score -298460.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 1760 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 1640 members 
Mstep: Class 15 contains 1714 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 34314 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 23414 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 1625 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 35079 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 18716 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 10011 members 
Mstep: Class 38 contains 33375 members 
Mstep: Class 39 contains 5323 members 
Mstep: Class 40 contains 2076 members 
Mstep: Class 41 contains 28632 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 1504 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 17465 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 1740 members 
Mstep: Class 49 contains 6001 members 
Mstep: Class 50 contains 34321 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2661 members 
Mstep: Class 55 contains 17005 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6265 members 
Mstep: Class 62 contains 35649 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4515 members 
Mstep: Class 65 contains 17424 members 
Mstep: Class 66 contains 1566 members 
Mstep: Class 67 contains 2274 members 
Entering Unmasked Estep 
Score: -85874176.000000 Penalty: 144879.171875
Splitting cluster 7 changes total score from -85870488.000000 to -85874176.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (31496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Entering Unmasked Estep 
Score: -4785109.500000 Penalty: 1683.112549
	Iteration 0F: 2 clusters Score -4785110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -4766947.000000 Penalty: 3366.225098
	Iteration 0F: 3 clusters Score -4766947 nChanged 14514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -4775036.000000 Penalty: 3366.225098
	Iteration 1F: 3 clusters Score -4775036 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -4775533.500000 Penalty: 3366.225098
	Iteration 2F: 3 clusters Score -4775534 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -4776053.500000 Penalty: 3366.225098
	Iteration 3Q: 3 clusters Score -4776054 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -4776573.000000 Penalty: 3366.225098
	Iteration 4Q: 3 clusters Score -4776573 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -4777103.500000 Penalty: 3366.225098
	Iteration 5Q: 3 clusters Score -4777104 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -4777744.500000 Penalty: 3366.225098
	Iteration 6F: 3 clusters Score -4777744 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -4778569.000000 Penalty: 3366.225098
	Iteration 7F: 3 clusters Score -4778569 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -4779439.500000 Penalty: 3366.225098
	Iteration 8F: 3 clusters Score -4779440 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -4780139.000000 Penalty: 3366.225098
	Iteration 9F: 3 clusters Score -4780139 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -4780631.500000 Penalty: 3366.225098
	Iteration 10Q: 3 clusters Score -4780632 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -4780915.500000 Penalty: 3366.225098
	Iteration 11Q: 3 clusters Score -4780916 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -4781060.000000 Penalty: 3366.225098
	Iteration 12Q: 3 clusters Score -4781060 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -4781174.500000 Penalty: 3366.225098
	Iteration 13Q: 3 clusters Score -4781174 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -4781264.500000 Penalty: 3366.225098
	Iteration 14Q: 3 clusters Score -4781264 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -4781357.000000 Penalty: 3366.225098
	Iteration 15Q: 3 clusters Score -4781357 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -4781451.000000 Penalty: 3366.225098
	Iteration 16Q: 3 clusters Score -4781451 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -4781528.000000 Penalty: 3366.225098
	Iteration 17Q: 3 clusters Score -4781528 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -4781639.000000 Penalty: 3366.225098
	Iteration 18Q: 3 clusters Score -4781639 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -4781788.000000 Penalty: 3366.225098
	Iteration 19Q: 3 clusters Score -4781788 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -4781918.500000 Penalty: 3366.225098
	Iteration 20F: 3 clusters Score -4781918 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -4782045.500000 Penalty: 3366.225098
	Iteration 21Q: 3 clusters Score -4782046 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -4782178.000000 Penalty: 3366.225098
	Iteration 22Q: 3 clusters Score -4782178 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -4782313.000000 Penalty: 3366.225098
	Iteration 23Q: 3 clusters Score -4782313 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -4782478.000000 Penalty: 3366.225098
	Iteration 24Q: 3 clusters Score -4782478 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -4782627.000000 Penalty: 3366.225098
	Iteration 25Q: 3 clusters Score -4782627 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -4782757.000000 Penalty: 3366.225098
	Iteration 26Q: 3 clusters Score -4782757 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -4782908.000000 Penalty: 3366.225098
	Iteration 27Q: 3 clusters Score -4782908 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -4783023.000000 Penalty: 3366.225098
	Iteration 28Q: 3 clusters Score -4783023 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -4783144.000000 Penalty: 3366.225098
	Iteration 29Q: 3 clusters Score -4783144 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -4783271.000000 Penalty: 3366.225098
	Iteration 30Q: 3 clusters Score -4783271 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -4783372.000000 Penalty: 3366.225098
	Iteration 31Q: 3 clusters Score -4783372 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -4783438.500000 Penalty: 3366.225098
	Iteration 32Q: 3 clusters Score -4783438 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -4783525.500000 Penalty: 3366.225098
	Iteration 33Q: 3 clusters Score -4783526 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -4783565.500000 Penalty: 3366.225098
	Iteration 34Q: 3 clusters Score -4783566 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -4783624.000000 Penalty: 3366.225098
	Iteration 35Q: 3 clusters Score -4783624 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -4783655.000000 Penalty: 3366.225098
	Iteration 36Q: 3 clusters Score -4783655 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -4783693.000000 Penalty: 3366.225098
	Iteration 37Q: 3 clusters Score -4783693 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -4783727.000000 Penalty: 3366.225098
	Iteration 38Q: 3 clusters Score -4783727 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -4783742.500000 Penalty: 3366.225098
	Iteration 39Q: 3 clusters Score -4783742 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -4783777.000000 Penalty: 3366.225098
	Iteration 40F: 3 clusters Score -4783777 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -4783808.000000 Penalty: 3366.225098
	Iteration 41Q: 3 clusters Score -4783808 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -4783819.000000 Penalty: 3366.225098
	Iteration 42Q: 3 clusters Score -4783819 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -4783829.000000 Penalty: 3366.225098
	Iteration 43Q: 3 clusters Score -4783829 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -4783849.500000 Penalty: 3366.225098
	Iteration 44Q: 3 clusters Score -4783850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -4783849.000000 Penalty: 3366.225098
	Iteration 45Q: 3 clusters Score -4783849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -4783864.500000 Penalty: 3366.225098
	Iteration 46Q: 3 clusters Score -4783864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -4783871.500000 Penalty: 3366.225098
	Iteration 47Q: 3 clusters Score -4783872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -4783879.000000 Penalty: 3366.225098
	Iteration 48Q: 3 clusters Score -4783879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -4783879.000000 Penalty: 3366.225098
	Iteration 49Q: 3 clusters Score -4783879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -4783876.500000 Penalty: 3366.225098
	Iteration 50Q: 3 clusters Score -4783876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -4783881.000000 Penalty: 3366.225098
	Iteration 51Q: 3 clusters Score -4783881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -4783900.000000 Penalty: 3366.225098
	Iteration 52Q: 3 clusters Score -4783900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -4783894.000000 Penalty: 3366.225098
	Iteration 53Q: 3 clusters Score -4783894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -4783903.000000 Penalty: 3366.225098
	Iteration 54Q: 3 clusters Score -4783903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -4783921.500000 Penalty: 3366.225098
	Iteration 55Q: 3 clusters Score -4783922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -4783922.000000 Penalty: 3366.225098
	Iteration 56Q: 3 clusters Score -4783922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -4783927.500000 Penalty: 3366.225098
	Iteration 57Q: 3 clusters Score -4783928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -4783922.500000 Penalty: 3366.225098
	Iteration 58Q: 3 clusters Score -4783922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -4783931.500000 Penalty: 3366.225098
	Iteration 59Q: 3 clusters Score -4783932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -4783929.000000 Penalty: 3366.225098
	Iteration 60F: 3 clusters Score -4783929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -4783928.000000 Penalty: 3366.225098
	Iteration 61Q: 3 clusters Score -4783928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -4783926.500000 Penalty: 3366.225098
	Iteration 62Q: 3 clusters Score -4783926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -4783920.500000 Penalty: 3366.225098
	Iteration 63Q: 3 clusters Score -4783920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -4783923.000000 Penalty: 3366.225098
	Iteration 64Q: 3 clusters Score -4783923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -4783919.500000 Penalty: 3366.225098
	Iteration 65Q: 3 clusters Score -4783920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -4783924.500000 Penalty: 3366.225098
	Iteration 66Q: 3 clusters Score -4783924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -4783923.000000 Penalty: 3366.225098
	Iteration 67Q: 3 clusters Score -4783923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -4783923.000000 Penalty: 3366.225098
	Iteration 68F: 3 clusters Score -4783923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Entering Unmasked Estep 
Score: -207669.484375 Penalty: 1214.373779
	Iteration 0F: 2 clusters Score -207669.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -205806.968750 Penalty: 2428.747559
	Iteration 0F: 3 clusters Score -205807 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -206426.546875 Penalty: 2428.747559
	Iteration 1F: 3 clusters Score -206426.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -206850.546875 Penalty: 2428.747559
	Iteration 2F: 3 clusters Score -206850.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -207160.281250 Penalty: 2428.747559
	Iteration 3F: 3 clusters Score -207160.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -207367.703125 Penalty: 2428.747559
	Iteration 4F: 3 clusters Score -207367.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -207501.093750 Penalty: 2428.747559
	Iteration 5Q: 3 clusters Score -207501.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -207608.328125 Penalty: 2428.747559
	Iteration 6Q: 3 clusters Score -207608.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -207652.406250 Penalty: 2428.747559
	Iteration 7Q: 3 clusters Score -207652.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -207680.875000 Penalty: 2428.747559
	Iteration 8Q: 3 clusters Score -207680.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -207711.875000 Penalty: 2428.747559
	Iteration 9Q: 3 clusters Score -207711.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -207722.250000 Penalty: 2428.747559
	Iteration 10Q: 3 clusters Score -207722.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -207740.406250 Penalty: 2428.747559
	Iteration 11Q: 3 clusters Score -207740.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -207757.312500 Penalty: 2428.747559
	Iteration 12Q: 3 clusters Score -207757.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -207771.796875 Penalty: 2428.747559
	Iteration 13Q: 3 clusters Score -207771.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -207778.578125 Penalty: 2428.747559
	Iteration 14Q: 3 clusters Score -207778.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -207782.187500 Penalty: 2428.747559
	Iteration 15Q: 3 clusters Score -207782.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -207783.859375 Penalty: 2428.747559
	Iteration 16Q: 3 clusters Score -207783.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -207784.031250 Penalty: 2428.747559
	Iteration 17Q: 3 clusters Score -207784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -207784.031250 Penalty: 2428.747559
	Iteration 18F: 3 clusters Score -207784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 1640 members 
Mstep: Class 15 contains 1714 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 34314 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 23414 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 1625 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 35079 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 18716 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 10011 members 
Mstep: Class 38 contains 33375 members 
Mstep: Class 39 contains 5323 members 
Mstep: Class 40 contains 2076 members 
Mstep: Class 41 contains 28632 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 1504 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 17465 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 1740 members 
Mstep: Class 49 contains 6001 members 
Mstep: Class 50 contains 34321 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2661 members 
Mstep: Class 55 contains 17005 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6265 members 
Mstep: Class 62 contains 35649 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4515 members 
Mstep: Class 65 contains 17424 members 
Mstep: Class 66 contains 1566 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 715 members 
Entering Unmasked Estep 
Score: -85873312.000000 Penalty: 147041.546875
Splitting cluster 9 changes total score from -85870488.000000 to -85873312.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 10 (1915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Entering Unmasked Estep 
Score: -244985.953125 Penalty: 1228.089355
	Iteration 0F: 2 clusters Score -244986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -242956.343750 Penalty: 2456.178711
	Iteration 0F: 3 clusters Score -242956.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -243406.843750 Penalty: 2456.178711
	Iteration 1F: 3 clusters Score -243406.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -243534.625000 Penalty: 2456.178711
	Iteration 2F: 3 clusters Score -243534.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -243660.500000 Penalty: 2456.178711
	Iteration 3F: 3 clusters Score -243660.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -243760.625000 Penalty: 2456.178711
	Iteration 4Q: 3 clusters Score -243760.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -243865.203125 Penalty: 2456.178711
	Iteration 5Q: 3 clusters Score -243865.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -243953.390625 Penalty: 2456.178711
	Iteration 6Q: 3 clusters Score -243953.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -244013.843750 Penalty: 2456.178711
	Iteration 7Q: 3 clusters Score -244013.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -244082.125000 Penalty: 2456.178711
	Iteration 8Q: 3 clusters Score -244082.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -244156.968750 Penalty: 2456.178711
	Iteration 9Q: 3 clusters Score -244157 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -244201.484375 Penalty: 2456.178711
	Iteration 10Q: 3 clusters Score -244201.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -244233.812500 Penalty: 2456.178711
	Iteration 11Q: 3 clusters Score -244233.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -244261.656250 Penalty: 2456.178711
	Iteration 12Q: 3 clusters Score -244261.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -244283.078125 Penalty: 2456.178711
	Iteration 13Q: 3 clusters Score -244283.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -244298.187500 Penalty: 2456.178711
	Iteration 14Q: 3 clusters Score -244298.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -244311.312500 Penalty: 2456.178711
	Iteration 15Q: 3 clusters Score -244311.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -244318.203125 Penalty: 2456.178711
	Iteration 16Q: 3 clusters Score -244318.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -244324.468750 Penalty: 2456.178711
	Iteration 17Q: 3 clusters Score -244324.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -244332.156250 Penalty: 2456.178711
	Iteration 18Q: 3 clusters Score -244332.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -244335.843750 Penalty: 2456.178711
	Iteration 19Q: 3 clusters Score -244335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -244336.625000 Penalty: 2456.178711
	Iteration 20F: 3 clusters Score -244336.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -244337.171875 Penalty: 2456.178711
	Iteration 21Q: 3 clusters Score -244337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -244337.171875 Penalty: 2456.178711
	Iteration 22F: 3 clusters Score -244337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Entering Unmasked Estep 
Score: -893612.250000 Penalty: 1425.926270
	Iteration 0F: 2 clusters Score -893612.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -888713.812500 Penalty: 2851.852539
	Iteration 0F: 3 clusters Score -888713.8 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -890245.187500 Penalty: 2851.852539
	Iteration 1F: 3 clusters Score -890245.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -890496.812500 Penalty: 2851.852539
	Iteration 2F: 3 clusters Score -890496.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -890670.562500 Penalty: 2851.852539
	Iteration 3F: 3 clusters Score -890670.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -890816.562500 Penalty: 2851.852539
	Iteration 4Q: 3 clusters Score -890816.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -890960.000000 Penalty: 2851.852539
	Iteration 5Q: 3 clusters Score -890960 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -891078.437500 Penalty: 2851.852539
	Iteration 6Q: 3 clusters Score -891078.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -891192.250000 Penalty: 2851.852539
	Iteration 7Q: 3 clusters Score -891192.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -891321.562500 Penalty: 2851.852539
	Iteration 8Q: 3 clusters Score -891321.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -891424.937500 Penalty: 2851.852539
	Iteration 9Q: 3 clusters Score -891424.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -891517.312500 Penalty: 2851.852539
	Iteration 10Q: 3 clusters Score -891517.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -891600.875000 Penalty: 2851.852539
	Iteration 11Q: 3 clusters Score -891600.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -891684.875000 Penalty: 2851.852539
	Iteration 12Q: 3 clusters Score -891684.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -891781.062500 Penalty: 2851.852539
	Iteration 13Q: 3 clusters Score -891781.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -891838.937500 Penalty: 2851.852539
	Iteration 14Q: 3 clusters Score -891838.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -891899.312500 Penalty: 2851.852539
	Iteration 15Q: 3 clusters Score -891899.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -891960.125000 Penalty: 2851.852539
	Iteration 16Q: 3 clusters Score -891960.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -892013.312500 Penalty: 2851.852539
	Iteration 17Q: 3 clusters Score -892013.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -892055.000000 Penalty: 2851.852539
	Iteration 18Q: 3 clusters Score -892055 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -892102.625000 Penalty: 2851.852539
	Iteration 19Q: 3 clusters Score -892102.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -892140.125000 Penalty: 2851.852539
	Iteration 20F: 3 clusters Score -892140.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -892178.875000 Penalty: 2851.852539
	Iteration 21Q: 3 clusters Score -892178.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -892211.000000 Penalty: 2851.852539
	Iteration 22Q: 3 clusters Score -892211 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -892244.250000 Penalty: 2851.852539
	Iteration 23Q: 3 clusters Score -892244.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -892291.562500 Penalty: 2851.852539
	Iteration 24Q: 3 clusters Score -892291.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -892323.812500 Penalty: 2851.852539
	Iteration 25Q: 3 clusters Score -892323.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -892351.500000 Penalty: 2851.852539
	Iteration 26Q: 3 clusters Score -892351.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -892371.000000 Penalty: 2851.852539
	Iteration 27Q: 3 clusters Score -892371 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -892395.187500 Penalty: 2851.852539
	Iteration 28Q: 3 clusters Score -892395.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -892428.750000 Penalty: 2851.852539
	Iteration 29Q: 3 clusters Score -892428.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -892463.500000 Penalty: 2851.852539
	Iteration 30Q: 3 clusters Score -892463.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -892488.812500 Penalty: 2851.852539
	Iteration 31Q: 3 clusters Score -892488.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -892514.562500 Penalty: 2851.852539
	Iteration 32Q: 3 clusters Score -892514.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -892537.812500 Penalty: 2851.852539
	Iteration 33Q: 3 clusters Score -892537.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -892559.875000 Penalty: 2851.852539
	Iteration 34Q: 3 clusters Score -892559.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -892573.500000 Penalty: 2851.852539
	Iteration 35Q: 3 clusters Score -892573.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -892580.250000 Penalty: 2851.852539
	Iteration 36Q: 3 clusters Score -892580.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -892587.875000 Penalty: 2851.852539
	Iteration 37Q: 3 clusters Score -892587.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -892595.000000 Penalty: 2851.852539
	Iteration 38Q: 3 clusters Score -892595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -892600.750000 Penalty: 2851.852539
	Iteration 39Q: 3 clusters Score -892600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -892606.687500 Penalty: 2851.852539
	Iteration 40F: 3 clusters Score -892606.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -892612.625000 Penalty: 2851.852539
	Iteration 41Q: 3 clusters Score -892612.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -892618.000000 Penalty: 2851.852539
	Iteration 42Q: 3 clusters Score -892618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -892621.312500 Penalty: 2851.852539
	Iteration 43Q: 3 clusters Score -892621.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -892623.937500 Penalty: 2851.852539
	Iteration 44Q: 3 clusters Score -892623.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -892623.937500 Penalty: 2851.852539
	Iteration 45F: 3 clusters Score -892623.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Entering Unmasked Estep 
Score: -1384987.625000 Penalty: 1485.341187
	Iteration 0F: 2 clusters Score -1384988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1378253.375000 Penalty: 2970.682373
	Iteration 0F: 3 clusters Score -1378253 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1380412.500000 Penalty: 2970.682373
	Iteration 1F: 3 clusters Score -1380412 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1380688.125000 Penalty: 2970.682373
	Iteration 2F: 3 clusters Score -1380688 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1380910.750000 Penalty: 2970.682373
	Iteration 3F: 3 clusters Score -1380911 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1381085.125000 Penalty: 2970.682373
	Iteration 4Q: 3 clusters Score -1381085 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1381234.000000 Penalty: 2970.682373
	Iteration 5Q: 3 clusters Score -1381234 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1381350.250000 Penalty: 2970.682373
	Iteration 6Q: 3 clusters Score -1381350 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1381456.625000 Penalty: 2970.682373
	Iteration 7Q: 3 clusters Score -1381457 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1381555.875000 Penalty: 2970.682373
	Iteration 8Q: 3 clusters Score -1381556 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1381655.125000 Penalty: 2970.682373
	Iteration 9Q: 3 clusters Score -1381655 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1381747.750000 Penalty: 2970.682373
	Iteration 10Q: 3 clusters Score -1381748 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1381833.000000 Penalty: 2970.682373
	Iteration 11Q: 3 clusters Score -1381833 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1381906.500000 Penalty: 2970.682373
	Iteration 12Q: 3 clusters Score -1381906 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1382000.625000 Penalty: 2970.682373
	Iteration 13Q: 3 clusters Score -1382001 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1382093.750000 Penalty: 2970.682373
	Iteration 14Q: 3 clusters Score -1382094 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1382178.750000 Penalty: 2970.682373
	Iteration 15Q: 3 clusters Score -1382179 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1382277.000000 Penalty: 2970.682373
	Iteration 16Q: 3 clusters Score -1382277 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1382364.875000 Penalty: 2970.682373
	Iteration 17Q: 3 clusters Score -1382365 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1382455.875000 Penalty: 2970.682373
	Iteration 18Q: 3 clusters Score -1382456 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1382527.000000 Penalty: 2970.682373
	Iteration 19Q: 3 clusters Score -1382527 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1382615.000000 Penalty: 2970.682373
	Iteration 20F: 3 clusters Score -1382615 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1382703.000000 Penalty: 2970.682373
	Iteration 21Q: 3 clusters Score -1382703 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1382780.375000 Penalty: 2970.682373
	Iteration 22Q: 3 clusters Score -1382780 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1382851.000000 Penalty: 2970.682373
	Iteration 23Q: 3 clusters Score -1382851 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1382923.125000 Penalty: 2970.682373
	Iteration 24Q: 3 clusters Score -1382923 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1382983.875000 Penalty: 2970.682373
	Iteration 25Q: 3 clusters Score -1382984 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1383045.500000 Penalty: 2970.682373
	Iteration 26Q: 3 clusters Score -1383046 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1383114.875000 Penalty: 2970.682373
	Iteration 27Q: 3 clusters Score -1383115 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1383184.875000 Penalty: 2970.682373
	Iteration 28Q: 3 clusters Score -1383185 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1383255.375000 Penalty: 2970.682373
	Iteration 29Q: 3 clusters Score -1383255 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1383316.500000 Penalty: 2970.682373
	Iteration 30Q: 3 clusters Score -1383316 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1383359.125000 Penalty: 2970.682373
	Iteration 31Q: 3 clusters Score -1383359 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1383396.500000 Penalty: 2970.682373
	Iteration 32Q: 3 clusters Score -1383396 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1383437.000000 Penalty: 2970.682373
	Iteration 33Q: 3 clusters Score -1383437 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1383474.750000 Penalty: 2970.682373
	Iteration 34Q: 3 clusters Score -1383475 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1383507.500000 Penalty: 2970.682373
	Iteration 35Q: 3 clusters Score -1383508 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1383526.000000 Penalty: 2970.682373
	Iteration 36Q: 3 clusters Score -1383526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1383547.125000 Penalty: 2970.682373
	Iteration 37Q: 3 clusters Score -1383547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1383562.875000 Penalty: 2970.682373
	Iteration 38Q: 3 clusters Score -1383563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1383580.875000 Penalty: 2970.682373
	Iteration 39Q: 3 clusters Score -1383581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1383596.750000 Penalty: 2970.682373
	Iteration 40F: 3 clusters Score -1383597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1383612.750000 Penalty: 2970.682373
	Iteration 41Q: 3 clusters Score -1383613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1383625.875000 Penalty: 2970.682373
	Iteration 42Q: 3 clusters Score -1383626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1383639.250000 Penalty: 2970.682373
	Iteration 43Q: 3 clusters Score -1383639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1383647.875000 Penalty: 2970.682373
	Iteration 44Q: 3 clusters Score -1383648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1383655.250000 Penalty: 2970.682373
	Iteration 45Q: 3 clusters Score -1383655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1383663.125000 Penalty: 2970.682373
	Iteration 46Q: 3 clusters Score -1383663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1383669.125000 Penalty: 2970.682373
	Iteration 47Q: 3 clusters Score -1383669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1383675.750000 Penalty: 2970.682373
	Iteration 48Q: 3 clusters Score -1383676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1383676.125000 Penalty: 2970.682373
	Iteration 49Q: 3 clusters Score -1383676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1383676.000000 Penalty: 2970.682373
	Iteration 50Q: 3 clusters Score -1383676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1383677.750000 Penalty: 2970.682373
	Iteration 51Q: 3 clusters Score -1383678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1383679.000000 Penalty: 2970.682373
	Iteration 52Q: 3 clusters Score -1383679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1383680.500000 Penalty: 2970.682373
	Iteration 53Q: 3 clusters Score -1383680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1383680.500000 Penalty: 2970.682373
	Iteration 54F: 3 clusters Score -1383680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Entering Unmasked Estep 
Score: -2065309.500000 Penalty: 1548.239868
	Iteration 0F: 2 clusters Score -2065310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2055754.875000 Penalty: 3096.479736
	Iteration 0F: 3 clusters Score -2055755 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2059136.500000 Penalty: 3096.479736
	Iteration 1F: 3 clusters Score -2059136 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2059526.625000 Penalty: 3096.479736
	Iteration 2F: 3 clusters Score -2059527 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2059909.250000 Penalty: 3096.479736
	Iteration 3F: 3 clusters Score -2059909 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2060270.250000 Penalty: 3096.479736
	Iteration 4F: 3 clusters Score -2060270 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2060624.625000 Penalty: 3096.479736
	Iteration 5Q: 3 clusters Score -2060625 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2061070.500000 Penalty: 3096.479736
	Iteration 6Q: 3 clusters Score -2061070 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2061748.500000 Penalty: 3096.479736
	Iteration 7F: 3 clusters Score -2061748 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2062857.125000 Penalty: 3096.479736
	Iteration 8F: 3 clusters Score -2062857 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2064809.250000 Penalty: 3096.479736
	Iteration 9F: 3 clusters Score -2064809 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2067198.250000 Penalty: 3096.479736
	Iteration 10F: 3 clusters Score -2067198 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2069379.000000 Penalty: 3096.479736
	Iteration 11F: 3 clusters Score -2069379 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2070844.125000 Penalty: 3096.479736
	Iteration 12F: 3 clusters Score -2070844 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2071933.250000 Penalty: 3096.479736
	Iteration 13Q: 3 clusters Score -2071933 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2072928.750000 Penalty: 3096.479736
	Iteration 14Q: 3 clusters Score -2072929 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2073314.625000 Penalty: 3096.479736
	Iteration 15Q: 3 clusters Score -2073315 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2073456.250000 Penalty: 3096.479736
	Iteration 16Q: 3 clusters Score -2073456 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2073548.625000 Penalty: 3096.479736
	Iteration 17Q: 3 clusters Score -2073549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2073559.750000 Penalty: 3096.479736
	Iteration 18Q: 3 clusters Score -2073560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2073566.000000 Penalty: 3096.479736
	Iteration 19Q: 3 clusters Score -2073566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2073566.375000 Penalty: 3096.479736
	Iteration 20F: 3 clusters Score -2073566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2073568.875000 Penalty: 3096.479736
	Iteration 21Q: 3 clusters Score -2073569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2073571.875000 Penalty: 3096.479736
	Iteration 22Q: 3 clusters Score -2073572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2073569.875000 Penalty: 3096.479736
	Iteration 23Q: 3 clusters Score -2073570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2073571.875000 Penalty: 3096.479736
	Iteration 24Q: 3 clusters Score -2073572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2073571.875000 Penalty: 3096.479736
	Iteration 25F: 3 clusters Score -2073572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 1640 members 
Mstep: Class 15 contains 1714 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 34314 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 23414 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 1625 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 35079 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 18716 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 10011 members 
Mstep: Class 38 contains 33375 members 
Mstep: Class 39 contains 5323 members 
Mstep: Class 40 contains 2076 members 
Mstep: Class 41 contains 28632 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 1504 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 17465 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 1740 members 
Mstep: Class 49 contains 6001 members 
Mstep: Class 50 contains 34321 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2661 members 
Mstep: Class 55 contains 17005 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6265 members 
Mstep: Class 62 contains 35649 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4515 members 
Mstep: Class 65 contains 17424 members 
Mstep: Class 66 contains 1566 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 715 members 
Mstep: Class 69 contains 8835 members 
Entering Unmasked Estep 
Score: -85880944.000000 Penalty: 149203.921875
Splitting cluster 13 changes total score from -85870488.000000 to -85880944.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 14 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -230923.640625 Penalty: 1202.898315
	Iteration 0F: 2 clusters Score -230923.6 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 801 members 
Entering Unmasked Estep 
Score: -229105.359375 Penalty: 2405.796631
	Iteration 0F: 3 clusters Score -229105.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -229539.593750 Penalty: 2405.796631
	Iteration 1F: 3 clusters Score -229539.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -229662.156250 Penalty: 2405.796631
	Iteration 2F: 3 clusters Score -229662.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -229804.718750 Penalty: 2405.796631
	Iteration 3F: 3 clusters Score -229804.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -229968.640625 Penalty: 2405.796631
	Iteration 4F: 3 clusters Score -229968.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -230148.140625 Penalty: 2405.796631
	Iteration 5F: 3 clusters Score -230148.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -230332.609375 Penalty: 2405.796631
	Iteration 6F: 3 clusters Score -230332.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -230482.000000 Penalty: 2405.796631
	Iteration 7F: 3 clusters Score -230482 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -230593.281250 Penalty: 2405.796631
	Iteration 8Q: 3 clusters Score -230593.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -230674.062500 Penalty: 2405.796631
	Iteration 9Q: 3 clusters Score -230674.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -230734.765625 Penalty: 2405.796631
	Iteration 10Q: 3 clusters Score -230734.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -230782.203125 Penalty: 2405.796631
	Iteration 11Q: 3 clusters Score -230782.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -230832.718750 Penalty: 2405.796631
	Iteration 12Q: 3 clusters Score -230832.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -230870.593750 Penalty: 2405.796631
	Iteration 13Q: 3 clusters Score -230870.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -230901.921875 Penalty: 2405.796631
	Iteration 14Q: 3 clusters Score -230901.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -230918.937500 Penalty: 2405.796631
	Iteration 15Q: 3 clusters Score -230918.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -230931.453125 Penalty: 2405.796631
	Iteration 16Q: 3 clusters Score -230931.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -230943.203125 Penalty: 2405.796631
	Iteration 17Q: 3 clusters Score -230943.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -230957.468750 Penalty: 2405.796631
	Iteration 18Q: 3 clusters Score -230957.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -230970.546875 Penalty: 2405.796631
	Iteration 19Q: 3 clusters Score -230970.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -230976.812500 Penalty: 2405.796631
	Iteration 20F: 3 clusters Score -230976.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -230981.609375 Penalty: 2405.796631
	Iteration 21Q: 3 clusters Score -230981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -230984.156250 Penalty: 2405.796631
	Iteration 22Q: 3 clusters Score -230984.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -230985.578125 Penalty: 2405.796631
	Iteration 23Q: 3 clusters Score -230985.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -230987.406250 Penalty: 2405.796631
	Iteration 24Q: 3 clusters Score -230987.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -230989.437500 Penalty: 2405.796631
	Iteration 25Q: 3 clusters Score -230989.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -230991.859375 Penalty: 2405.796631
	Iteration 26Q: 3 clusters Score -230991.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -230995.828125 Penalty: 2405.796631
	Iteration 27Q: 3 clusters Score -230995.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -231001.281250 Penalty: 2405.796631
	Iteration 28Q: 3 clusters Score -231001.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -231005.437500 Penalty: 2405.796631
	Iteration 29Q: 3 clusters Score -231005.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -231010.296875 Penalty: 2405.796631
	Iteration 30Q: 3 clusters Score -231010.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -231014.859375 Penalty: 2405.796631
	Iteration 31Q: 3 clusters Score -231014.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -231018.750000 Penalty: 2405.796631
	Iteration 32Q: 3 clusters Score -231018.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -231024.015625 Penalty: 2405.796631
	Iteration 33Q: 3 clusters Score -231024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -231039.328125 Penalty: 2405.796631
	Iteration 34Q: 3 clusters Score -231039.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -231055.890625 Penalty: 2405.796631
	Iteration 35Q: 3 clusters Score -231055.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -231071.296875 Penalty: 2405.796631
	Iteration 36Q: 3 clusters Score -231071.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -231082.281250 Penalty: 2405.796631
	Iteration 37Q: 3 clusters Score -231082.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -231089.718750 Penalty: 2405.796631
	Iteration 38Q: 3 clusters Score -231089.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -231096.546875 Penalty: 2405.796631
	Iteration 39Q: 3 clusters Score -231096.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -231101.062500 Penalty: 2405.796631
	Iteration 40F: 3 clusters Score -231101.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -231105.828125 Penalty: 2405.796631
	Iteration 41Q: 3 clusters Score -231105.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -231108.859375 Penalty: 2405.796631
	Iteration 42Q: 3 clusters Score -231108.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -231114.125000 Penalty: 2405.796631
	Iteration 43Q: 3 clusters Score -231114.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -231116.703125 Penalty: 2405.796631
	Iteration 44Q: 3 clusters Score -231116.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -231119.328125 Penalty: 2405.796631
	Iteration 45Q: 3 clusters Score -231119.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -231123.750000 Penalty: 2405.796631
	Iteration 46Q: 3 clusters Score -231123.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -231125.468750 Penalty: 2405.796631
	Iteration 47Q: 3 clusters Score -231125.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -231125.468750 Penalty: 2405.796631
	Iteration 48F: 3 clusters Score -231125.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 1714 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 34314 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 23414 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 1625 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 35079 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 18716 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 10011 members 
Mstep: Class 38 contains 33375 members 
Mstep: Class 39 contains 5323 members 
Mstep: Class 40 contains 2076 members 
Mstep: Class 41 contains 28632 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 1504 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 17465 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 1740 members 
Mstep: Class 49 contains 6001 members 
Mstep: Class 50 contains 34321 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2661 members 
Mstep: Class 55 contains 17005 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6265 members 
Mstep: Class 62 contains 35649 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4515 members 
Mstep: Class 65 contains 17424 members 
Mstep: Class 66 contains 1566 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 715 members 
Mstep: Class 69 contains 8835 members 
Mstep: Class 70 contains 652 members 
Entering Unmasked Estep 
Score: -85880184.000000 Penalty: 151366.296875
Splitting cluster 14 changes total score from -85870488.000000 to -85880184.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 15 (1714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Entering Unmasked Estep 
Score: -205310.468750 Penalty: 1210.070068
	Iteration 0F: 2 clusters Score -205310.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -203396.328125 Penalty: 2420.140137
	Iteration 0F: 3 clusters Score -203396.3 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -203849.984375 Penalty: 2420.140137
	Iteration 1F: 3 clusters Score -203850 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -203986.609375 Penalty: 2420.140137
	Iteration 2F: 3 clusters Score -203986.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -204073.421875 Penalty: 2420.140137
	Iteration 3F: 3 clusters Score -204073.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -204149.687500 Penalty: 2420.140137
	Iteration 4Q: 3 clusters Score -204149.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -204249.062500 Penalty: 2420.140137
	Iteration 5Q: 3 clusters Score -204249.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -204388.843750 Penalty: 2420.140137
	Iteration 6F: 3 clusters Score -204388.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -204606.296875 Penalty: 2420.140137
	Iteration 7F: 3 clusters Score -204606.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -204899.640625 Penalty: 2420.140137
	Iteration 8F: 3 clusters Score -204899.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -205146.031250 Penalty: 2420.140137
	Iteration 9F: 3 clusters Score -205146 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -205325.578125 Penalty: 2420.140137
	Iteration 10Q: 3 clusters Score -205325.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -205478.921875 Penalty: 2420.140137
	Iteration 11Q: 3 clusters Score -205478.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -205562.281250 Penalty: 2420.140137
	Iteration 12Q: 3 clusters Score -205562.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -205614.234375 Penalty: 2420.140137
	Iteration 13Q: 3 clusters Score -205614.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -205626.265625 Penalty: 2420.140137
	Iteration 14Q: 3 clusters Score -205626.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -205630.546875 Penalty: 2420.140137
	Iteration 15Q: 3 clusters Score -205630.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -205638.765625 Penalty: 2420.140137
	Iteration 16Q: 3 clusters Score -205638.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -205649.171875 Penalty: 2420.140137
	Iteration 17Q: 3 clusters Score -205649.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -205657.312500 Penalty: 2420.140137
	Iteration 18Q: 3 clusters Score -205657.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -205667.500000 Penalty: 2420.140137
	Iteration 19Q: 3 clusters Score -205667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -205671.843750 Penalty: 2420.140137
	Iteration 20F: 3 clusters Score -205671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -205672.828125 Penalty: 2420.140137
	Iteration 21Q: 3 clusters Score -205672.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -205672.828125 Penalty: 2420.140137
	Iteration 22F: 3 clusters Score -205672.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 34314 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 23414 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 1625 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 35079 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 18716 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 10011 members 
Mstep: Class 38 contains 33375 members 
Mstep: Class 39 contains 5323 members 
Mstep: Class 40 contains 2076 members 
Mstep: Class 41 contains 28632 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 1504 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 17465 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 1740 members 
Mstep: Class 49 contains 6001 members 
Mstep: Class 50 contains 34321 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2661 members 
Mstep: Class 55 contains 17005 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6265 members 
Mstep: Class 62 contains 35649 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4515 members 
Mstep: Class 65 contains 17424 members 
Mstep: Class 66 contains 1566 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 715 members 
Mstep: Class 69 contains 8835 members 
Mstep: Class 70 contains 652 members 
Mstep: Class 71 contains 909 members 
Entering Unmasked Estep 
Score: -85879568.000000 Penalty: 153528.671875
Splitting cluster 15 changes total score from -85870488.000000 to -85879568.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 16 (3352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Entering Unmasked Estep 
Score: -415337.156250 Penalty: 1319.063232
	Iteration 0F: 2 clusters Score -415337.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -412459.968750 Penalty: 2638.126465
	Iteration 0F: 3 clusters Score -412460 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -413249.656250 Penalty: 2638.126465
	Iteration 1F: 3 clusters Score -413249.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -413439.812500 Penalty: 2638.126465
	Iteration 2F: 3 clusters Score -413439.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -413602.125000 Penalty: 2638.126465
	Iteration 3F: 3 clusters Score -413602.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -413742.531250 Penalty: 2638.126465
	Iteration 4F: 3 clusters Score -413742.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -413938.937500 Penalty: 2638.126465
	Iteration 5F: 3 clusters Score -413938.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -414202.812500 Penalty: 2638.126465
	Iteration 6F: 3 clusters Score -414202.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -414508.625000 Penalty: 2638.126465
	Iteration 7F: 3 clusters Score -414508.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -414787.593750 Penalty: 2638.126465
	Iteration 8F: 3 clusters Score -414787.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -414974.406250 Penalty: 2638.126465
	Iteration 9Q: 3 clusters Score -414974.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -415104.031250 Penalty: 2638.126465
	Iteration 10Q: 3 clusters Score -415104 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -415174.562500 Penalty: 2638.126465
	Iteration 11Q: 3 clusters Score -415174.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -415217.656250 Penalty: 2638.126465
	Iteration 12Q: 3 clusters Score -415217.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -415242.406250 Penalty: 2638.126465
	Iteration 13Q: 3 clusters Score -415242.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -415256.718750 Penalty: 2638.126465
	Iteration 14Q: 3 clusters Score -415256.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -415268.406250 Penalty: 2638.126465
	Iteration 15Q: 3 clusters Score -415268.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -415279.187500 Penalty: 2638.126465
	Iteration 16Q: 3 clusters Score -415279.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -415290.312500 Penalty: 2638.126465
	Iteration 17Q: 3 clusters Score -415290.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -415297.281250 Penalty: 2638.126465
	Iteration 18Q: 3 clusters Score -415297.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -415303.000000 Penalty: 2638.126465
	Iteration 19Q: 3 clusters Score -415303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -415307.531250 Penalty: 2638.126465
	Iteration 20F: 3 clusters Score -415307.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -415310.687500 Penalty: 2638.126465
	Iteration 21Q: 3 clusters Score -415310.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -415311.531250 Penalty: 2638.126465
	Iteration 22Q: 3 clusters Score -415311.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -415313.500000 Penalty: 2638.126465
	Iteration 23Q: 3 clusters Score -415313.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -415316.375000 Penalty: 2638.126465
	Iteration 24Q: 3 clusters Score -415316.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -415315.812500 Penalty: 2638.126465
	Iteration 25Q: 3 clusters Score -415315.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -415315.906250 Penalty: 2638.126465
	Iteration 26Q: 3 clusters Score -415315.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -415315.906250 Penalty: 2638.126465
	Iteration 27F: 3 clusters Score -415315.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Entering Unmasked Estep 
Score: -5216781.500000 Penalty: 1697.037720
	Iteration 0F: 2 clusters Score -5216782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -5202877.500000 Penalty: 3394.075439
	Iteration 0F: 3 clusters Score -5202878 nChanged 15960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -5211720.500000 Penalty: 3394.075439
	Iteration 1F: 3 clusters Score -5211720 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -5212190.000000 Penalty: 3394.075439
	Iteration 2Q: 3 clusters Score -5212190 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -5212665.500000 Penalty: 3394.075439
	Iteration 3Q: 3 clusters Score -5212666 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -5213234.000000 Penalty: 3394.075439
	Iteration 4Q: 3 clusters Score -5213234 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -5213784.500000 Penalty: 3394.075439
	Iteration 5F: 3 clusters Score -5213784 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -5214348.000000 Penalty: 3394.075439
	Iteration 6F: 3 clusters Score -5214348 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -5214941.500000 Penalty: 3394.075439
	Iteration 7F: 3 clusters Score -5214942 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -5215636.500000 Penalty: 3394.075439
	Iteration 8F: 3 clusters Score -5215636 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -5216302.500000 Penalty: 3394.075439
	Iteration 9Q: 3 clusters Score -5216302 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -5216872.500000 Penalty: 3394.075439
	Iteration 10Q: 3 clusters Score -5216872 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -5217249.500000 Penalty: 3394.075439
	Iteration 11Q: 3 clusters Score -5217250 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -5217442.000000 Penalty: 3394.075439
	Iteration 12Q: 3 clusters Score -5217442 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -5217611.500000 Penalty: 3394.075439
	Iteration 13Q: 3 clusters Score -5217612 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -5217760.000000 Penalty: 3394.075439
	Iteration 14Q: 3 clusters Score -5217760 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -5217938.500000 Penalty: 3394.075439
	Iteration 15Q: 3 clusters Score -5217938 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -5218065.500000 Penalty: 3394.075439
	Iteration 16Q: 3 clusters Score -5218066 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -5218195.000000 Penalty: 3394.075439
	Iteration 17Q: 3 clusters Score -5218195 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -5218323.500000 Penalty: 3394.075439
	Iteration 18Q: 3 clusters Score -5218324 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -5218460.000000 Penalty: 3394.075439
	Iteration 19Q: 3 clusters Score -5218460 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -5218594.500000 Penalty: 3394.075439
	Iteration 20F: 3 clusters Score -5218594 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -5218710.500000 Penalty: 3394.075439
	Iteration 21Q: 3 clusters Score -5218710 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -5218858.000000 Penalty: 3394.075439
	Iteration 22Q: 3 clusters Score -5218858 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -5218969.500000 Penalty: 3394.075439
	Iteration 23Q: 3 clusters Score -5218970 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -5219023.000000 Penalty: 3394.075439
	Iteration 24Q: 3 clusters Score -5219023 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -5219131.500000 Penalty: 3394.075439
	Iteration 25Q: 3 clusters Score -5219132 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -5219271.500000 Penalty: 3394.075439
	Iteration 26Q: 3 clusters Score -5219272 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -5219468.000000 Penalty: 3394.075439
	Iteration 27Q: 3 clusters Score -5219468 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -5219672.000000 Penalty: 3394.075439
	Iteration 28Q: 3 clusters Score -5219672 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -5219903.000000 Penalty: 3394.075439
	Iteration 29Q: 3 clusters Score -5219903 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -5220134.000000 Penalty: 3394.075439
	Iteration 30Q: 3 clusters Score -5220134 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -5220372.000000 Penalty: 3394.075439
	Iteration 31Q: 3 clusters Score -5220372 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -5220642.500000 Penalty: 3394.075439
	Iteration 32Q: 3 clusters Score -5220642 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -5220869.500000 Penalty: 3394.075439
	Iteration 33Q: 3 clusters Score -5220870 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -5221023.000000 Penalty: 3394.075439
	Iteration 34Q: 3 clusters Score -5221023 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -5221135.500000 Penalty: 3394.075439
	Iteration 35Q: 3 clusters Score -5221136 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -5221216.500000 Penalty: 3394.075439
	Iteration 36Q: 3 clusters Score -5221216 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -5221280.500000 Penalty: 3394.075439
	Iteration 37Q: 3 clusters Score -5221280 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -5221321.000000 Penalty: 3394.075439
	Iteration 38Q: 3 clusters Score -5221321 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -5221394.500000 Penalty: 3394.075439
	Iteration 39Q: 3 clusters Score -5221394 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -5221628.500000 Penalty: 3394.075439
	Iteration 40F: 3 clusters Score -5221628 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -5221674.500000 Penalty: 3394.075439
	Iteration 41Q: 3 clusters Score -5221674 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -5221675.500000 Penalty: 3394.075439
	Iteration 42Q: 3 clusters Score -5221676 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -5221665.000000 Penalty: 3394.075439
	Iteration 43Q: 3 clusters Score -5221665 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -5221649.000000 Penalty: 3394.075439
	Iteration 44Q: 3 clusters Score -5221649 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -5221629.000000 Penalty: 3394.075439
	Iteration 45Q: 3 clusters Score -5221629 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -5221638.000000 Penalty: 3394.075439
	Iteration 46Q: 3 clusters Score -5221638 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -5221617.000000 Penalty: 3394.075439
	Iteration 47Q: 3 clusters Score -5221617 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -5221610.000000 Penalty: 3394.075439
	Iteration 48Q: 3 clusters Score -5221610 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -5221595.000000 Penalty: 3394.075439
	Iteration 49Q: 3 clusters Score -5221595 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -5221580.000000 Penalty: 3394.075439
	Iteration 50Q: 3 clusters Score -5221580 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -5221574.000000 Penalty: 3394.075439
	Iteration 51Q: 3 clusters Score -5221574 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -5221557.000000 Penalty: 3394.075439
	Iteration 52Q: 3 clusters Score -5221557 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -5221555.500000 Penalty: 3394.075439
	Iteration 53Q: 3 clusters Score -5221556 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -5221568.500000 Penalty: 3394.075439
	Iteration 54Q: 3 clusters Score -5221568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -5221552.500000 Penalty: 3394.075439
	Iteration 55Q: 3 clusters Score -5221552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -5221555.500000 Penalty: 3394.075439
	Iteration 56Q: 3 clusters Score -5221556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -5221555.000000 Penalty: 3394.075439
	Iteration 57Q: 3 clusters Score -5221555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -5221567.500000 Penalty: 3394.075439
	Iteration 58Q: 3 clusters Score -5221568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -5221564.000000 Penalty: 3394.075439
	Iteration 59Q: 3 clusters Score -5221564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -5221562.000000 Penalty: 3394.075439
	Iteration 60F: 3 clusters Score -5221562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -5221576.000000 Penalty: 3394.075439
	Iteration 61Q: 3 clusters Score -5221576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -5221590.000000 Penalty: 3394.075439
	Iteration 62Q: 3 clusters Score -5221590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -5221589.000000 Penalty: 3394.075439
	Iteration 63Q: 3 clusters Score -5221589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -5221593.500000 Penalty: 3394.075439
	Iteration 64Q: 3 clusters Score -5221594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -5221590.500000 Penalty: 3394.075439
	Iteration 65Q: 3 clusters Score -5221590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -5221596.500000 Penalty: 3394.075439
	Iteration 66Q: 3 clusters Score -5221596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -5221597.000000 Penalty: 3394.075439
	Iteration 67Q: 3 clusters Score -5221597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -5221597.000000 Penalty: 3394.075439
	Iteration 68F: 3 clusters Score -5221597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 21276 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 23414 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 1625 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 35079 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 18716 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 10011 members 
Mstep: Class 38 contains 33375 members 
Mstep: Class 39 contains 5323 members 
Mstep: Class 40 contains 2076 members 
Mstep: Class 41 contains 28632 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 1504 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 17465 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 1740 members 
Mstep: Class 49 contains 6001 members 
Mstep: Class 50 contains 34321 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2661 members 
Mstep: Class 55 contains 17005 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6265 members 
Mstep: Class 62 contains 35649 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4515 members 
Mstep: Class 65 contains 17424 members 
Mstep: Class 66 contains 1566 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 715 members 
Mstep: Class 69 contains 8835 members 
Mstep: Class 70 contains 652 members 
Mstep: Class 71 contains 909 members 
Mstep: Class 72 contains 13038 members 
Entering Unmasked Estep 
Score: -85883512.000000 Penalty: 155691.046875
Splitting cluster 17 changes total score from -85870488.000000 to -85883512.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 18 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -193616.046875 Penalty: 1180.063110
	Iteration 0F: 2 clusters Score -193616 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 694 members 
Entering Unmasked Estep 
Score: -191889.921875 Penalty: 2360.126221
	Iteration 0F: 3 clusters Score -191889.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -192292.921875 Penalty: 2360.126221
	Iteration 1F: 3 clusters Score -192292.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -192426.890625 Penalty: 2360.126221
	Iteration 2F: 3 clusters Score -192426.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -192501.765625 Penalty: 2360.126221
	Iteration 3F: 3 clusters Score -192501.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -192551.093750 Penalty: 2360.126221
	Iteration 4Q: 3 clusters Score -192551.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -192584.781250 Penalty: 2360.126221
	Iteration 5Q: 3 clusters Score -192584.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -192614.796875 Penalty: 2360.126221
	Iteration 6Q: 3 clusters Score -192614.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -192639.281250 Penalty: 2360.126221
	Iteration 7Q: 3 clusters Score -192639.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -192666.546875 Penalty: 2360.126221
	Iteration 8Q: 3 clusters Score -192666.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -192686.296875 Penalty: 2360.126221
	Iteration 9Q: 3 clusters Score -192686.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -192695.296875 Penalty: 2360.126221
	Iteration 10Q: 3 clusters Score -192695.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -192700.968750 Penalty: 2360.126221
	Iteration 11Q: 3 clusters Score -192701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -192705.218750 Penalty: 2360.126221
	Iteration 12Q: 3 clusters Score -192705.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -192709.750000 Penalty: 2360.126221
	Iteration 13Q: 3 clusters Score -192709.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -192711.125000 Penalty: 2360.126221
	Iteration 14Q: 3 clusters Score -192711.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -192711.421875 Penalty: 2360.126221
	Iteration 15Q: 3 clusters Score -192711.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -192711.421875 Penalty: 2360.126221
	Iteration 16F: 3 clusters Score -192711.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Entering Unmasked Estep 
Score: -691792.500000 Penalty: 1389.665405
	Iteration 0F: 2 clusters Score -691792.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -687702.125000 Penalty: 2779.330811
	Iteration 0F: 3 clusters Score -687702.1 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -689142.437500 Penalty: 2779.330811
	Iteration 1F: 3 clusters Score -689142.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -689553.375000 Penalty: 2779.330811
	Iteration 2F: 3 clusters Score -689553.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -689982.375000 Penalty: 2779.330811
	Iteration 3F: 3 clusters Score -689982.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -690355.750000 Penalty: 2779.330811
	Iteration 4F: 3 clusters Score -690355.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -690667.687500 Penalty: 2779.330811
	Iteration 5F: 3 clusters Score -690667.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -690885.250000 Penalty: 2779.330811
	Iteration 6F: 3 clusters Score -690885.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -691047.250000 Penalty: 2779.330811
	Iteration 7Q: 3 clusters Score -691047.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -691153.000000 Penalty: 2779.330811
	Iteration 8Q: 3 clusters Score -691153 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -691229.375000 Penalty: 2779.330811
	Iteration 9Q: 3 clusters Score -691229.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -691299.500000 Penalty: 2779.330811
	Iteration 10Q: 3 clusters Score -691299.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -691358.125000 Penalty: 2779.330811
	Iteration 11Q: 3 clusters Score -691358.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -691419.000000 Penalty: 2779.330811
	Iteration 12Q: 3 clusters Score -691419 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -691477.375000 Penalty: 2779.330811
	Iteration 13Q: 3 clusters Score -691477.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -691545.750000 Penalty: 2779.330811
	Iteration 14Q: 3 clusters Score -691545.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -691603.750000 Penalty: 2779.330811
	Iteration 15Q: 3 clusters Score -691603.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -691658.437500 Penalty: 2779.330811
	Iteration 16Q: 3 clusters Score -691658.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -691705.750000 Penalty: 2779.330811
	Iteration 17Q: 3 clusters Score -691705.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -691738.937500 Penalty: 2779.330811
	Iteration 18Q: 3 clusters Score -691738.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -691758.437500 Penalty: 2779.330811
	Iteration 19Q: 3 clusters Score -691758.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -691773.437500 Penalty: 2779.330811
	Iteration 20F: 3 clusters Score -691773.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -691781.875000 Penalty: 2779.330811
	Iteration 21Q: 3 clusters Score -691781.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -691789.500000 Penalty: 2779.330811
	Iteration 22Q: 3 clusters Score -691789.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -691798.750000 Penalty: 2779.330811
	Iteration 23Q: 3 clusters Score -691798.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -691804.375000 Penalty: 2779.330811
	Iteration 24Q: 3 clusters Score -691804.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -691807.500000 Penalty: 2779.330811
	Iteration 25Q: 3 clusters Score -691807.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -691813.062500 Penalty: 2779.330811
	Iteration 26Q: 3 clusters Score -691813.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -691814.000000 Penalty: 2779.330811
	Iteration 27Q: 3 clusters Score -691814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -691815.937500 Penalty: 2779.330811
	Iteration 28Q: 3 clusters Score -691815.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -691816.000000 Penalty: 2779.330811
	Iteration 29Q: 3 clusters Score -691816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -691816.562500 Penalty: 2779.330811
	Iteration 30Q: 3 clusters Score -691816.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -691816.562500 Penalty: 2779.330811
	Iteration 31F: 3 clusters Score -691816.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 21276 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 23414 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 1625 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 35079 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 18716 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 10011 members 
Mstep: Class 38 contains 33375 members 
Mstep: Class 39 contains 5323 members 
Mstep: Class 40 contains 2076 members 
Mstep: Class 41 contains 28632 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 1504 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 17465 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 1740 members 
Mstep: Class 49 contains 6001 members 
Mstep: Class 50 contains 34321 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2661 members 
Mstep: Class 55 contains 17005 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6265 members 
Mstep: Class 62 contains 35649 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4515 members 
Mstep: Class 65 contains 17424 members 
Mstep: Class 66 contains 1566 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 715 members 
Mstep: Class 69 contains 8835 members 
Mstep: Class 70 contains 652 members 
Mstep: Class 71 contains 909 members 
Mstep: Class 72 contains 13038 members 
Mstep: Class 73 contains 2923 members 
Entering Unmasked Estep 
Score: -85882752.000000 Penalty: 157853.421875
Splitting cluster 19 changes total score from -85870488.000000 to -85882752.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 21 (23414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Entering Unmasked Estep 
Score: -3294759.250000 Penalty: 1634.927002
	Iteration 0F: 2 clusters Score -3294759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -3280129.000000 Penalty: 3269.854004
	Iteration 0F: 3 clusters Score -3280129 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -3286519.750000 Penalty: 3269.854004
	Iteration 1F: 3 clusters Score -3286520 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -3287145.000000 Penalty: 3269.854004
	Iteration 2F: 3 clusters Score -3287145 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3287723.750000 Penalty: 3269.854004
	Iteration 3F: 3 clusters Score -3287724 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -3288229.000000 Penalty: 3269.854004
	Iteration 4F: 3 clusters Score -3288229 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -3288594.500000 Penalty: 3269.854004
	Iteration 5Q: 3 clusters Score -3288594 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3288882.500000 Penalty: 3269.854004
	Iteration 6Q: 3 clusters Score -3288882 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -3289083.000000 Penalty: 3269.854004
	Iteration 7Q: 3 clusters Score -3289083 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3289238.500000 Penalty: 3269.854004
	Iteration 8Q: 3 clusters Score -3289238 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -3289436.500000 Penalty: 3269.854004
	Iteration 9Q: 3 clusters Score -3289436 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -3289618.000000 Penalty: 3269.854004
	Iteration 10Q: 3 clusters Score -3289618 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -3289813.500000 Penalty: 3269.854004
	Iteration 11Q: 3 clusters Score -3289814 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -3290036.250000 Penalty: 3269.854004
	Iteration 12Q: 3 clusters Score -3290036 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -3290331.000000 Penalty: 3269.854004
	Iteration 13Q: 3 clusters Score -3290331 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3290650.750000 Penalty: 3269.854004
	Iteration 14Q: 3 clusters Score -3290651 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -3291043.500000 Penalty: 3269.854004
	Iteration 15Q: 3 clusters Score -3291044 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -3291501.250000 Penalty: 3269.854004
	Iteration 16Q: 3 clusters Score -3291501 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -3291933.500000 Penalty: 3269.854004
	Iteration 17Q: 3 clusters Score -3291934 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -3292391.250000 Penalty: 3269.854004
	Iteration 18Q: 3 clusters Score -3292391 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -3292781.000000 Penalty: 3269.854004
	Iteration 19Q: 3 clusters Score -3292781 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -3293027.750000 Penalty: 3269.854004
	Iteration 20F: 3 clusters Score -3293028 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -3293258.500000 Penalty: 3269.854004
	Iteration 21Q: 3 clusters Score -3293258 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -3293405.000000 Penalty: 3269.854004
	Iteration 22Q: 3 clusters Score -3293405 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -3293528.000000 Penalty: 3269.854004
	Iteration 23Q: 3 clusters Score -3293528 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -3293629.250000 Penalty: 3269.854004
	Iteration 24Q: 3 clusters Score -3293629 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -3293718.500000 Penalty: 3269.854004
	Iteration 25Q: 3 clusters Score -3293718 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -3293780.750000 Penalty: 3269.854004
	Iteration 26Q: 3 clusters Score -3293781 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -3293825.750000 Penalty: 3269.854004
	Iteration 27Q: 3 clusters Score -3293826 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -3293888.000000 Penalty: 3269.854004
	Iteration 28Q: 3 clusters Score -3293888 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -3293917.750000 Penalty: 3269.854004
	Iteration 29Q: 3 clusters Score -3293918 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3293951.250000 Penalty: 3269.854004
	Iteration 30Q: 3 clusters Score -3293951 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -3294004.000000 Penalty: 3269.854004
	Iteration 31Q: 3 clusters Score -3294004 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -3294036.000000 Penalty: 3269.854004
	Iteration 32Q: 3 clusters Score -3294036 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -3294077.000000 Penalty: 3269.854004
	Iteration 33Q: 3 clusters Score -3294077 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -3294120.250000 Penalty: 3269.854004
	Iteration 34Q: 3 clusters Score -3294120 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3294153.750000 Penalty: 3269.854004
	Iteration 35Q: 3 clusters Score -3294154 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -3294202.000000 Penalty: 3269.854004
	Iteration 36Q: 3 clusters Score -3294202 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -3294252.500000 Penalty: 3269.854004
	Iteration 37Q: 3 clusters Score -3294252 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -3294310.500000 Penalty: 3269.854004
	Iteration 38Q: 3 clusters Score -3294310 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -3294386.250000 Penalty: 3269.854004
	Iteration 39Q: 3 clusters Score -3294386 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -3294461.500000 Penalty: 3269.854004
	Iteration 40F: 3 clusters Score -3294462 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -3294540.250000 Penalty: 3269.854004
	Iteration 41Q: 3 clusters Score -3294540 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -3294599.000000 Penalty: 3269.854004
	Iteration 42Q: 3 clusters Score -3294599 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -3294664.000000 Penalty: 3269.854004
	Iteration 43Q: 3 clusters Score -3294664 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -3294718.500000 Penalty: 3269.854004
	Iteration 44Q: 3 clusters Score -3294718 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -3294768.500000 Penalty: 3269.854004
	Iteration 45Q: 3 clusters Score -3294768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -3294814.000000 Penalty: 3269.854004
	Iteration 46Q: 3 clusters Score -3294814 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -3294861.500000 Penalty: 3269.854004
	Iteration 47Q: 3 clusters Score -3294862 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3294896.750000 Penalty: 3269.854004
	Iteration 48Q: 3 clusters Score -3294897 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -3294937.000000 Penalty: 3269.854004
	Iteration 49Q: 3 clusters Score -3294937 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3294982.250000 Penalty: 3269.854004
	Iteration 50Q: 3 clusters Score -3294982 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -3295040.250000 Penalty: 3269.854004
	Iteration 51Q: 3 clusters Score -3295040 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -3295106.000000 Penalty: 3269.854004
	Iteration 52Q: 3 clusters Score -3295106 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -3295151.500000 Penalty: 3269.854004
	Iteration 53Q: 3 clusters Score -3295152 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -3295202.250000 Penalty: 3269.854004
	Iteration 54Q: 3 clusters Score -3295202 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -3295226.750000 Penalty: 3269.854004
	Iteration 55Q: 3 clusters Score -3295227 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -3295246.000000 Penalty: 3269.854004
	Iteration 56Q: 3 clusters Score -3295246 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -3295273.000000 Penalty: 3269.854004
	Iteration 57Q: 3 clusters Score -3295273 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -3295295.750000 Penalty: 3269.854004
	Iteration 58Q: 3 clusters Score -3295296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -3295310.000000 Penalty: 3269.854004
	Iteration 59Q: 3 clusters Score -3295310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3295329.750000 Penalty: 3269.854004
	Iteration 60F: 3 clusters Score -3295330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -3295331.250000 Penalty: 3269.854004
	Iteration 61Q: 3 clusters Score -3295331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -3295332.500000 Penalty: 3269.854004
	Iteration 62Q: 3 clusters Score -3295332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -3295336.750000 Penalty: 3269.854004
	Iteration 63Q: 3 clusters Score -3295337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -3295343.000000 Penalty: 3269.854004
	Iteration 64Q: 3 clusters Score -3295343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -3295356.750000 Penalty: 3269.854004
	Iteration 65Q: 3 clusters Score -3295357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3295361.000000 Penalty: 3269.854004
	Iteration 66Q: 3 clusters Score -3295361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -3295364.250000 Penalty: 3269.854004
	Iteration 67Q: 3 clusters Score -3295364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -3295361.000000 Penalty: 3269.854004
	Iteration 68Q: 3 clusters Score -3295361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -3295365.500000 Penalty: 3269.854004
	Iteration 69Q: 3 clusters Score -3295366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -3295373.250000 Penalty: 3269.854004
	Iteration 70Q: 3 clusters Score -3295373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -3295375.750000 Penalty: 3269.854004
	Iteration 71Q: 3 clusters Score -3295376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -3295378.250000 Penalty: 3269.854004
	Iteration 72Q: 3 clusters Score -3295378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3295387.750000 Penalty: 3269.854004
	Iteration 73Q: 3 clusters Score -3295388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -3295391.250000 Penalty: 3269.854004
	Iteration 74Q: 3 clusters Score -3295391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -3295394.750000 Penalty: 3269.854004
	Iteration 75Q: 3 clusters Score -3295395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -3295394.750000 Penalty: 3269.854004
	Iteration 76Q: 3 clusters Score -3295395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -3295396.250000 Penalty: 3269.854004
	Iteration 77Q: 3 clusters Score -3295396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -3295391.500000 Penalty: 3269.854004
	Iteration 78Q: 3 clusters Score -3295392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -3295392.500000 Penalty: 3269.854004
	Iteration 79Q: 3 clusters Score -3295392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -3295392.750000 Penalty: 3269.854004
	Iteration 80F: 3 clusters Score -3295393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -3295395.000000 Penalty: 3269.854004
	Iteration 81Q: 3 clusters Score -3295395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -3295394.500000 Penalty: 3269.854004
	Iteration 82Q: 3 clusters Score -3295394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -3295395.750000 Penalty: 3269.854004
	Iteration 83Q: 3 clusters Score -3295396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -3295397.250000 Penalty: 3269.854004
	Iteration 84Q: 3 clusters Score -3295397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -3295397.000000 Penalty: 3269.854004
	Iteration 85Q: 3 clusters Score -3295397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -3295398.750000 Penalty: 3269.854004
	Iteration 86Q: 3 clusters Score -3295399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -3295396.000000 Penalty: 3269.854004
	Iteration 87Q: 3 clusters Score -3295396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -3295396.000000 Penalty: 3269.854004
	Iteration 88F: 3 clusters Score -3295396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 21276 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 1625 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 35079 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 18716 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 10011 members 
Mstep: Class 38 contains 33375 members 
Mstep: Class 39 contains 5323 members 
Mstep: Class 40 contains 2076 members 
Mstep: Class 41 contains 28632 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 1504 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 17465 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 1740 members 
Mstep: Class 49 contains 6001 members 
Mstep: Class 50 contains 34321 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2661 members 
Mstep: Class 55 contains 17005 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6265 members 
Mstep: Class 62 contains 35649 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4515 members 
Mstep: Class 65 contains 17424 members 
Mstep: Class 66 contains 1566 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 715 members 
Mstep: Class 69 contains 8835 members 
Mstep: Class 70 contains 652 members 
Mstep: Class 71 contains 909 members 
Mstep: Class 72 contains 13038 members 
Mstep: Class 73 contains 2923 members 
Mstep: Class 74 contains 20553 members 
Entering Unmasked Estep 
Score: -85883048.000000 Penalty: 160015.812500
Splitting cluster 21 changes total score from -85870488.000000 to -85883048.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 23 (4249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Entering Unmasked Estep 
Score: -591980.250000 Penalty: 1357.596313
	Iteration 0F: 2 clusters Score -591980.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -588479.187500 Penalty: 2715.192627
	Iteration 0F: 3 clusters Score -588479.2 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -589524.625000 Penalty: 2715.192627
	Iteration 1F: 3 clusters Score -589524.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -589920.062500 Penalty: 2715.192627
	Iteration 2F: 3 clusters Score -589920.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -590256.687500 Penalty: 2715.192627
	Iteration 3F: 3 clusters Score -590256.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -590541.687500 Penalty: 2715.192627
	Iteration 4F: 3 clusters Score -590541.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -590804.812500 Penalty: 2715.192627
	Iteration 5F: 3 clusters Score -590804.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -590963.187500 Penalty: 2715.192627
	Iteration 6F: 3 clusters Score -590963.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -591077.250000 Penalty: 2715.192627
	Iteration 7Q: 3 clusters Score -591077.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -591162.375000 Penalty: 2715.192627
	Iteration 8Q: 3 clusters Score -591162.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -591213.000000 Penalty: 2715.192627
	Iteration 9Q: 3 clusters Score -591213 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -591254.000000 Penalty: 2715.192627
	Iteration 10Q: 3 clusters Score -591254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -591275.125000 Penalty: 2715.192627
	Iteration 11Q: 3 clusters Score -591275.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -591289.875000 Penalty: 2715.192627
	Iteration 12Q: 3 clusters Score -591289.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -591302.625000 Penalty: 2715.192627
	Iteration 13Q: 3 clusters Score -591302.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -591313.187500 Penalty: 2715.192627
	Iteration 14Q: 3 clusters Score -591313.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -591329.812500 Penalty: 2715.192627
	Iteration 15Q: 3 clusters Score -591329.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -591339.937500 Penalty: 2715.192627
	Iteration 16Q: 3 clusters Score -591339.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -591348.562500 Penalty: 2715.192627
	Iteration 17Q: 3 clusters Score -591348.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -591353.312500 Penalty: 2715.192627
	Iteration 18Q: 3 clusters Score -591353.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -591355.687500 Penalty: 2715.192627
	Iteration 19Q: 3 clusters Score -591355.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -591361.625000 Penalty: 2715.192627
	Iteration 20F: 3 clusters Score -591361.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -591361.937500 Penalty: 2715.192627
	Iteration 21Q: 3 clusters Score -591361.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -591363.687500 Penalty: 2715.192627
	Iteration 22Q: 3 clusters Score -591363.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -591364.750000 Penalty: 2715.192627
	Iteration 23Q: 3 clusters Score -591364.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -591364.562500 Penalty: 2715.192627
	Iteration 24Q: 3 clusters Score -591364.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -591364.562500 Penalty: 2715.192627
	Iteration 25F: 3 clusters Score -591364.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Entering Unmasked Estep 
Score: -213765.953125 Penalty: 1193.201660
	Iteration 0F: 2 clusters Score -213766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -211979.156250 Penalty: 2386.403320
	Iteration 0F: 3 clusters Score -211979.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -212432.890625 Penalty: 2386.403320
	Iteration 1F: 3 clusters Score -212432.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -212723.343750 Penalty: 2386.403320
	Iteration 2F: 3 clusters Score -212723.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -212981.343750 Penalty: 2386.403320
	Iteration 3F: 3 clusters Score -212981.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -213195.984375 Penalty: 2386.403320
	Iteration 4F: 3 clusters Score -213196 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -213367.343750 Penalty: 2386.403320
	Iteration 5F: 3 clusters Score -213367.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -213488.281250 Penalty: 2386.403320
	Iteration 6Q: 3 clusters Score -213488.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -213546.750000 Penalty: 2386.403320
	Iteration 7Q: 3 clusters Score -213546.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -213587.921875 Penalty: 2386.403320
	Iteration 8Q: 3 clusters Score -213587.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -213613.796875 Penalty: 2386.403320
	Iteration 9Q: 3 clusters Score -213613.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -213625.171875 Penalty: 2386.403320
	Iteration 10Q: 3 clusters Score -213625.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -213631.453125 Penalty: 2386.403320
	Iteration 11Q: 3 clusters Score -213631.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -213640.781250 Penalty: 2386.403320
	Iteration 12Q: 3 clusters Score -213640.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -213645.000000 Penalty: 2386.403320
	Iteration 13Q: 3 clusters Score -213645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -213646.328125 Penalty: 2386.403320
	Iteration 14Q: 3 clusters Score -213646.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -213646.328125 Penalty: 2386.403320
	Iteration 15F: 3 clusters Score -213646.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Entering Unmasked Estep 
Score: -1701051.625000 Penalty: 1515.617798
	Iteration 0F: 2 clusters Score -1701052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1693172.250000 Penalty: 3031.235596
	Iteration 0F: 3 clusters Score -1693172 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1695848.875000 Penalty: 3031.235596
	Iteration 1F: 3 clusters Score -1695849 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1696114.625000 Penalty: 3031.235596
	Iteration 2F: 3 clusters Score -1696115 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1696375.250000 Penalty: 3031.235596
	Iteration 3F: 3 clusters Score -1696375 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1696657.875000 Penalty: 3031.235596
	Iteration 4F: 3 clusters Score -1696658 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1696950.625000 Penalty: 3031.235596
	Iteration 5F: 3 clusters Score -1696951 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1697246.625000 Penalty: 3031.235596
	Iteration 6Q: 3 clusters Score -1697247 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1697546.000000 Penalty: 3031.235596
	Iteration 7Q: 3 clusters Score -1697546 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1697869.250000 Penalty: 3031.235596
	Iteration 8Q: 3 clusters Score -1697869 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1698196.875000 Penalty: 3031.235596
	Iteration 9Q: 3 clusters Score -1698197 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1698485.375000 Penalty: 3031.235596
	Iteration 10Q: 3 clusters Score -1698485 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1698736.500000 Penalty: 3031.235596
	Iteration 11Q: 3 clusters Score -1698736 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1698954.500000 Penalty: 3031.235596
	Iteration 12Q: 3 clusters Score -1698954 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1699104.250000 Penalty: 3031.235596
	Iteration 13Q: 3 clusters Score -1699104 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1699236.875000 Penalty: 3031.235596
	Iteration 14Q: 3 clusters Score -1699237 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1699343.250000 Penalty: 3031.235596
	Iteration 15Q: 3 clusters Score -1699343 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1699415.250000 Penalty: 3031.235596
	Iteration 16Q: 3 clusters Score -1699415 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1699486.125000 Penalty: 3031.235596
	Iteration 17Q: 3 clusters Score -1699486 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1699546.375000 Penalty: 3031.235596
	Iteration 18Q: 3 clusters Score -1699546 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1699606.625000 Penalty: 3031.235596
	Iteration 19Q: 3 clusters Score -1699607 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1699644.875000 Penalty: 3031.235596
	Iteration 20F: 3 clusters Score -1699645 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1699667.875000 Penalty: 3031.235596
	Iteration 21Q: 3 clusters Score -1699668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1699689.875000 Penalty: 3031.235596
	Iteration 22Q: 3 clusters Score -1699690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1699705.375000 Penalty: 3031.235596
	Iteration 23Q: 3 clusters Score -1699705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1699720.625000 Penalty: 3031.235596
	Iteration 24Q: 3 clusters Score -1699721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1699735.125000 Penalty: 3031.235596
	Iteration 25Q: 3 clusters Score -1699735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1699744.875000 Penalty: 3031.235596
	Iteration 26Q: 3 clusters Score -1699745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1699756.500000 Penalty: 3031.235596
	Iteration 27Q: 3 clusters Score -1699756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1699760.125000 Penalty: 3031.235596
	Iteration 28Q: 3 clusters Score -1699760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1699765.500000 Penalty: 3031.235596
	Iteration 29Q: 3 clusters Score -1699766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1699769.875000 Penalty: 3031.235596
	Iteration 30Q: 3 clusters Score -1699770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1699770.625000 Penalty: 3031.235596
	Iteration 31Q: 3 clusters Score -1699771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1699769.250000 Penalty: 3031.235596
	Iteration 32Q: 3 clusters Score -1699769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1699769.250000 Penalty: 3031.235596
	Iteration 33F: 3 clusters Score -1699769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -207885.421875 Penalty: 1201.405273
	Iteration 0F: 2 clusters Score -207885.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -206051.500000 Penalty: 2402.810547
	Iteration 0F: 3 clusters Score -206051.5 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -206557.281250 Penalty: 2402.810547
	Iteration 1F: 3 clusters Score -206557.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -206770.500000 Penalty: 2402.810547
	Iteration 2F: 3 clusters Score -206770.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -206938.250000 Penalty: 2402.810547
	Iteration 3F: 3 clusters Score -206938.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -207070.687500 Penalty: 2402.810547
	Iteration 4F: 3 clusters Score -207070.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -207207.031250 Penalty: 2402.810547
	Iteration 5F: 3 clusters Score -207207 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -207321.125000 Penalty: 2402.810547
	Iteration 6F: 3 clusters Score -207321.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -207400.843750 Penalty: 2402.810547
	Iteration 7Q: 3 clusters Score -207400.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -207440.500000 Penalty: 2402.810547
	Iteration 8Q: 3 clusters Score -207440.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -207473.078125 Penalty: 2402.810547
	Iteration 9Q: 3 clusters Score -207473.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -207509.265625 Penalty: 2402.810547
	Iteration 10Q: 3 clusters Score -207509.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -207526.531250 Penalty: 2402.810547
	Iteration 11Q: 3 clusters Score -207526.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -207538.234375 Penalty: 2402.810547
	Iteration 12Q: 3 clusters Score -207538.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -207547.734375 Penalty: 2402.810547
	Iteration 13Q: 3 clusters Score -207547.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -207557.609375 Penalty: 2402.810547
	Iteration 14Q: 3 clusters Score -207557.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -207569.562500 Penalty: 2402.810547
	Iteration 15Q: 3 clusters Score -207569.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -207579.156250 Penalty: 2402.810547
	Iteration 16Q: 3 clusters Score -207579.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -207598.703125 Penalty: 2402.810547
	Iteration 17Q: 3 clusters Score -207598.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -207626.812500 Penalty: 2402.810547
	Iteration 18Q: 3 clusters Score -207626.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -207639.968750 Penalty: 2402.810547
	Iteration 19Q: 3 clusters Score -207640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -207662.031250 Penalty: 2402.810547
	Iteration 20F: 3 clusters Score -207662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -207686.812500 Penalty: 2402.810547
	Iteration 21Q: 3 clusters Score -207686.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -207703.187500 Penalty: 2402.810547
	Iteration 22Q: 3 clusters Score -207703.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -207725.765625 Penalty: 2402.810547
	Iteration 23Q: 3 clusters Score -207725.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -207744.734375 Penalty: 2402.810547
	Iteration 24Q: 3 clusters Score -207744.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -207758.500000 Penalty: 2402.810547
	Iteration 25Q: 3 clusters Score -207758.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -207776.000000 Penalty: 2402.810547
	Iteration 26Q: 3 clusters Score -207776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -207790.640625 Penalty: 2402.810547
	Iteration 27Q: 3 clusters Score -207790.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -207800.390625 Penalty: 2402.810547
	Iteration 28Q: 3 clusters Score -207800.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -207804.765625 Penalty: 2402.810547
	Iteration 29Q: 3 clusters Score -207804.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -207811.781250 Penalty: 2402.810547
	Iteration 30Q: 3 clusters Score -207811.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -207815.750000 Penalty: 2402.810547
	Iteration 31Q: 3 clusters Score -207815.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -207822.140625 Penalty: 2402.810547
	Iteration 32Q: 3 clusters Score -207822.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -207828.109375 Penalty: 2402.810547
	Iteration 33Q: 3 clusters Score -207828.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -207838.843750 Penalty: 2402.810547
	Iteration 34Q: 3 clusters Score -207838.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -207843.921875 Penalty: 2402.810547
	Iteration 35Q: 3 clusters Score -207843.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -207853.125000 Penalty: 2402.810547
	Iteration 36Q: 3 clusters Score -207853.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -207860.296875 Penalty: 2402.810547
	Iteration 37Q: 3 clusters Score -207860.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -207866.750000 Penalty: 2402.810547
	Iteration 38Q: 3 clusters Score -207866.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -207874.359375 Penalty: 2402.810547
	Iteration 39Q: 3 clusters Score -207874.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -207894.078125 Penalty: 2402.810547
	Iteration 40F: 3 clusters Score -207894.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -207914.765625 Penalty: 2402.810547
	Iteration 41Q: 3 clusters Score -207914.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -207930.625000 Penalty: 2402.810547
	Iteration 42Q: 3 clusters Score -207930.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -207943.421875 Penalty: 2402.810547
	Iteration 43Q: 3 clusters Score -207943.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -207955.953125 Penalty: 2402.810547
	Iteration 44Q: 3 clusters Score -207956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -207966.171875 Penalty: 2402.810547
	Iteration 45Q: 3 clusters Score -207966.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -207983.671875 Penalty: 2402.810547
	Iteration 46Q: 3 clusters Score -207983.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -208004.171875 Penalty: 2402.810547
	Iteration 47Q: 3 clusters Score -208004.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -208022.234375 Penalty: 2402.810547
	Iteration 48Q: 3 clusters Score -208022.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -208043.937500 Penalty: 2402.810547
	Iteration 49Q: 3 clusters Score -208043.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -208054.984375 Penalty: 2402.810547
	Iteration 50Q: 3 clusters Score -208055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -208058.375000 Penalty: 2402.810547
	Iteration 51Q: 3 clusters Score -208058.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -208060.265625 Penalty: 2402.810547
	Iteration 52Q: 3 clusters Score -208060.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -208060.265625 Penalty: 2402.810547
	Iteration 53F: 3 clusters Score -208060.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 21276 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 601 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 35079 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 18716 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 10011 members 
Mstep: Class 38 contains 33375 members 
Mstep: Class 39 contains 5323 members 
Mstep: Class 40 contains 2076 members 
Mstep: Class 41 contains 28632 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 1504 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 17465 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 1740 members 
Mstep: Class 49 contains 6001 members 
Mstep: Class 50 contains 34321 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2661 members 
Mstep: Class 55 contains 17005 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6265 members 
Mstep: Class 62 contains 35649 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4515 members 
Mstep: Class 65 contains 17424 members 
Mstep: Class 66 contains 1566 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 715 members 
Mstep: Class 69 contains 8835 members 
Mstep: Class 70 contains 652 members 
Mstep: Class 71 contains 909 members 
Mstep: Class 72 contains 13038 members 
Mstep: Class 73 contains 2923 members 
Mstep: Class 74 contains 20553 members 
Mstep: Class 75 contains 1024 members 
Entering Unmasked Estep 
Score: -85882312.000000 Penalty: 162178.187500
Splitting cluster 26 changes total score from -85870488.000000 to -85882312.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 27 (2006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Entering Unmasked Estep 
Score: -247671.453125 Penalty: 1235.633423
	Iteration 0F: 2 clusters Score -247671.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -245591.515625 Penalty: 2471.266846
	Iteration 0F: 3 clusters Score -245591.5 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -246137.109375 Penalty: 2471.266846
	Iteration 1F: 3 clusters Score -246137.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -246326.437500 Penalty: 2471.266846
	Iteration 2F: 3 clusters Score -246326.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -246454.734375 Penalty: 2471.266846
	Iteration 3F: 3 clusters Score -246454.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -246533.765625 Penalty: 2471.266846
	Iteration 4Q: 3 clusters Score -246533.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -246584.609375 Penalty: 2471.266846
	Iteration 5Q: 3 clusters Score -246584.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -246610.281250 Penalty: 2471.266846
	Iteration 6Q: 3 clusters Score -246610.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -246641.718750 Penalty: 2471.266846
	Iteration 7Q: 3 clusters Score -246641.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -246664.468750 Penalty: 2471.266846
	Iteration 8Q: 3 clusters Score -246664.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -246692.765625 Penalty: 2471.266846
	Iteration 9Q: 3 clusters Score -246692.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -246727.406250 Penalty: 2471.266846
	Iteration 10Q: 3 clusters Score -246727.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -246768.328125 Penalty: 2471.266846
	Iteration 11Q: 3 clusters Score -246768.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -246808.328125 Penalty: 2471.266846
	Iteration 12Q: 3 clusters Score -246808.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -246853.281250 Penalty: 2471.266846
	Iteration 13Q: 3 clusters Score -246853.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -246882.828125 Penalty: 2471.266846
	Iteration 14Q: 3 clusters Score -246882.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -246902.312500 Penalty: 2471.266846
	Iteration 15Q: 3 clusters Score -246902.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -246918.968750 Penalty: 2471.266846
	Iteration 16Q: 3 clusters Score -246919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -246932.125000 Penalty: 2471.266846
	Iteration 17Q: 3 clusters Score -246932.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -246942.859375 Penalty: 2471.266846
	Iteration 18Q: 3 clusters Score -246942.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -246951.609375 Penalty: 2471.266846
	Iteration 19Q: 3 clusters Score -246951.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -246961.125000 Penalty: 2471.266846
	Iteration 20F: 3 clusters Score -246961.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -246970.218750 Penalty: 2471.266846
	Iteration 21Q: 3 clusters Score -246970.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -246975.234375 Penalty: 2471.266846
	Iteration 22Q: 3 clusters Score -246975.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -246982.531250 Penalty: 2471.266846
	Iteration 23Q: 3 clusters Score -246982.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -246990.734375 Penalty: 2471.266846
	Iteration 24Q: 3 clusters Score -246990.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -246994.843750 Penalty: 2471.266846
	Iteration 25Q: 3 clusters Score -246994.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -246999.468750 Penalty: 2471.266846
	Iteration 26Q: 3 clusters Score -246999.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -247001.546875 Penalty: 2471.266846
	Iteration 27Q: 3 clusters Score -247001.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -247004.375000 Penalty: 2471.266846
	Iteration 28Q: 3 clusters Score -247004.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -247005.500000 Penalty: 2471.266846
	Iteration 29Q: 3 clusters Score -247005.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -247007.218750 Penalty: 2471.266846
	Iteration 30Q: 3 clusters Score -247007.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -247007.375000 Penalty: 2471.266846
	Iteration 31Q: 3 clusters Score -247007.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -247007.375000 Penalty: 2471.266846
	Iteration 32F: 3 clusters Score -247007.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Entering Unmasked Estep 
Score: -1393998.875000 Penalty: 1493.331055
	Iteration 0F: 2 clusters Score -1393999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1387004.000000 Penalty: 2986.662109
	Iteration 0F: 3 clusters Score -1387004 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1389551.000000 Penalty: 2986.662109
	Iteration 1F: 3 clusters Score -1389551 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1389881.375000 Penalty: 2986.662109
	Iteration 2F: 3 clusters Score -1389881 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1390144.000000 Penalty: 2986.662109
	Iteration 3F: 3 clusters Score -1390144 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1390351.750000 Penalty: 2986.662109
	Iteration 4Q: 3 clusters Score -1390352 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1390549.000000 Penalty: 2986.662109
	Iteration 5Q: 3 clusters Score -1390549 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1390745.500000 Penalty: 2986.662109
	Iteration 6Q: 3 clusters Score -1390746 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1390975.125000 Penalty: 2986.662109
	Iteration 7Q: 3 clusters Score -1390975 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1391197.125000 Penalty: 2986.662109
	Iteration 8Q: 3 clusters Score -1391197 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1391430.000000 Penalty: 2986.662109
	Iteration 9Q: 3 clusters Score -1391430 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1391683.625000 Penalty: 2986.662109
	Iteration 10Q: 3 clusters Score -1391684 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1391919.625000 Penalty: 2986.662109
	Iteration 11Q: 3 clusters Score -1391920 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1392127.500000 Penalty: 2986.662109
	Iteration 12Q: 3 clusters Score -1392128 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1392280.000000 Penalty: 2986.662109
	Iteration 13Q: 3 clusters Score -1392280 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1392418.750000 Penalty: 2986.662109
	Iteration 14Q: 3 clusters Score -1392419 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1392533.000000 Penalty: 2986.662109
	Iteration 15Q: 3 clusters Score -1392533 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1392611.375000 Penalty: 2986.662109
	Iteration 16Q: 3 clusters Score -1392611 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1392677.250000 Penalty: 2986.662109
	Iteration 17Q: 3 clusters Score -1392677 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1392733.125000 Penalty: 2986.662109
	Iteration 18Q: 3 clusters Score -1392733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1392773.875000 Penalty: 2986.662109
	Iteration 19Q: 3 clusters Score -1392774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1392795.125000 Penalty: 2986.662109
	Iteration 20F: 3 clusters Score -1392795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1392805.375000 Penalty: 2986.662109
	Iteration 21Q: 3 clusters Score -1392805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1392811.875000 Penalty: 2986.662109
	Iteration 22Q: 3 clusters Score -1392812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1392821.125000 Penalty: 2986.662109
	Iteration 23Q: 3 clusters Score -1392821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1392826.500000 Penalty: 2986.662109
	Iteration 24Q: 3 clusters Score -1392826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1392829.375000 Penalty: 2986.662109
	Iteration 25Q: 3 clusters Score -1392829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1392834.625000 Penalty: 2986.662109
	Iteration 26Q: 3 clusters Score -1392835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1392836.000000 Penalty: 2986.662109
	Iteration 27Q: 3 clusters Score -1392836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1392836.000000 Penalty: 2986.662109
	Iteration 28F: 3 clusters Score -1392836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (35079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Entering Unmasked Estep 
Score: -5335769.500000 Penalty: 1700.620605
	Iteration 0F: 2 clusters Score -5335770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -5324854.000000 Penalty: 3401.241211
	Iteration 0F: 3 clusters Score -5324854 nChanged 16131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -5333947.500000 Penalty: 3401.241211
	Iteration 1F: 3 clusters Score -5333948 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -5334161.000000 Penalty: 3401.241211
	Iteration 2F: 3 clusters Score -5334161 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -5334169.000000 Penalty: 3401.241211
	Iteration 3F: 3 clusters Score -5334169 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -5334307.000000 Penalty: 3401.241211
	Iteration 4F: 3 clusters Score -5334307 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -5334646.500000 Penalty: 3401.241211
	Iteration 5F: 3 clusters Score -5334646 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -5335236.500000 Penalty: 3401.241211
	Iteration 6Q: 3 clusters Score -5335236 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -5336129.000000 Penalty: 3401.241211
	Iteration 7F: 3 clusters Score -5336129 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -5337410.000000 Penalty: 3401.241211
	Iteration 8F: 3 clusters Score -5337410 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -5338611.000000 Penalty: 3401.241211
	Iteration 9F: 3 clusters Score -5338611 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -5339548.500000 Penalty: 3401.241211
	Iteration 10F: 3 clusters Score -5339548 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -5340122.500000 Penalty: 3401.241211
	Iteration 11Q: 3 clusters Score -5340122 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -5340462.000000 Penalty: 3401.241211
	Iteration 12Q: 3 clusters Score -5340462 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -5340123.000000 Penalty: 3401.241211
	Iteration 13Q: 3 clusters Score -5340123 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -5339431.500000 Penalty: 3401.241211
	Iteration 14Q: 3 clusters Score -5339432 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -5338786.500000 Penalty: 3401.241211
	Iteration 15Q: 3 clusters Score -5338786 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -5338390.500000 Penalty: 3401.241211
	Iteration 16Q: 3 clusters Score -5338390 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -5338179.000000 Penalty: 3401.241211
	Iteration 17Q: 3 clusters Score -5338179 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -5338017.500000 Penalty: 3401.241211
	Iteration 18Q: 3 clusters Score -5338018 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -5337972.500000 Penalty: 3401.241211
	Iteration 19Q: 3 clusters Score -5337972 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -5338266.500000 Penalty: 3401.241211
	Iteration 20F: 3 clusters Score -5338266 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -5338366.000000 Penalty: 3401.241211
	Iteration 21Q: 3 clusters Score -5338366 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -5338415.000000 Penalty: 3401.241211
	Iteration 22Q: 3 clusters Score -5338415 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -5338557.000000 Penalty: 3401.241211
	Iteration 23Q: 3 clusters Score -5338557 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -5338667.500000 Penalty: 3401.241211
	Iteration 24Q: 3 clusters Score -5338668 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -5338860.000000 Penalty: 3401.241211
	Iteration 25Q: 3 clusters Score -5338860 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -5339068.000000 Penalty: 3401.241211
	Iteration 26Q: 3 clusters Score -5339068 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -5339213.500000 Penalty: 3401.241211
	Iteration 27Q: 3 clusters Score -5339214 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -5339409.500000 Penalty: 3401.241211
	Iteration 28Q: 3 clusters Score -5339410 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -5339614.500000 Penalty: 3401.241211
	Iteration 29Q: 3 clusters Score -5339614 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -5339891.500000 Penalty: 3401.241211
	Iteration 30Q: 3 clusters Score -5339892 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -5340143.500000 Penalty: 3401.241211
	Iteration 31Q: 3 clusters Score -5340144 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -5340348.500000 Penalty: 3401.241211
	Iteration 32Q: 3 clusters Score -5340348 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -5340596.500000 Penalty: 3401.241211
	Iteration 33Q: 3 clusters Score -5340596 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -5340786.500000 Penalty: 3401.241211
	Iteration 34Q: 3 clusters Score -5340786 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -5340947.000000 Penalty: 3401.241211
	Iteration 35Q: 3 clusters Score -5340947 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -5341119.000000 Penalty: 3401.241211
	Iteration 36Q: 3 clusters Score -5341119 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -5341195.500000 Penalty: 3401.241211
	Iteration 37Q: 3 clusters Score -5341196 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -5341251.500000 Penalty: 3401.241211
	Iteration 38Q: 3 clusters Score -5341252 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -5341272.000000 Penalty: 3401.241211
	Iteration 39Q: 3 clusters Score -5341272 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -5341370.500000 Penalty: 3401.241211
	Iteration 40F: 3 clusters Score -5341370 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -5341426.000000 Penalty: 3401.241211
	Iteration 41Q: 3 clusters Score -5341426 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -5341444.500000 Penalty: 3401.241211
	Iteration 42Q: 3 clusters Score -5341444 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -5341496.500000 Penalty: 3401.241211
	Iteration 43Q: 3 clusters Score -5341496 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -5341519.000000 Penalty: 3401.241211
	Iteration 44Q: 3 clusters Score -5341519 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -5341517.500000 Penalty: 3401.241211
	Iteration 45Q: 3 clusters Score -5341518 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -5341503.000000 Penalty: 3401.241211
	Iteration 46Q: 3 clusters Score -5341503 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -5341534.500000 Penalty: 3401.241211
	Iteration 47Q: 3 clusters Score -5341534 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -5341567.500000 Penalty: 3401.241211
	Iteration 48Q: 3 clusters Score -5341568 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -5341606.000000 Penalty: 3401.241211
	Iteration 49Q: 3 clusters Score -5341606 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -5341649.000000 Penalty: 3401.241211
	Iteration 50Q: 3 clusters Score -5341649 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -5341703.500000 Penalty: 3401.241211
	Iteration 51Q: 3 clusters Score -5341704 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -5341792.500000 Penalty: 3401.241211
	Iteration 52Q: 3 clusters Score -5341792 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -5341883.000000 Penalty: 3401.241211
	Iteration 53Q: 3 clusters Score -5341883 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -5341968.000000 Penalty: 3401.241211
	Iteration 54Q: 3 clusters Score -5341968 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -5342068.000000 Penalty: 3401.241211
	Iteration 55Q: 3 clusters Score -5342068 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -5342190.000000 Penalty: 3401.241211
	Iteration 56Q: 3 clusters Score -5342190 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -5342279.500000 Penalty: 3401.241211
	Iteration 57Q: 3 clusters Score -5342280 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -5342432.000000 Penalty: 3401.241211
	Iteration 58Q: 3 clusters Score -5342432 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -5342599.500000 Penalty: 3401.241211
	Iteration 59Q: 3 clusters Score -5342600 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -5342805.000000 Penalty: 3401.241211
	Iteration 60F: 3 clusters Score -5342805 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -5343092.000000 Penalty: 3401.241211
	Iteration 61Q: 3 clusters Score -5343092 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -5343329.000000 Penalty: 3401.241211
	Iteration 62Q: 3 clusters Score -5343329 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -5343636.500000 Penalty: 3401.241211
	Iteration 63Q: 3 clusters Score -5343636 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -5343960.000000 Penalty: 3401.241211
	Iteration 64Q: 3 clusters Score -5343960 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -5344211.000000 Penalty: 3401.241211
	Iteration 65Q: 3 clusters Score -5344211 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -5344401.000000 Penalty: 3401.241211
	Iteration 66Q: 3 clusters Score -5344401 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -5344544.500000 Penalty: 3401.241211
	Iteration 67Q: 3 clusters Score -5344544 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -5344593.500000 Penalty: 3401.241211
	Iteration 68Q: 3 clusters Score -5344594 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -5344626.000000 Penalty: 3401.241211
	Iteration 69Q: 3 clusters Score -5344626 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -5344663.500000 Penalty: 3401.241211
	Iteration 70Q: 3 clusters Score -5344664 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -5344675.500000 Penalty: 3401.241211
	Iteration 71Q: 3 clusters Score -5344676 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -5344675.500000 Penalty: 3401.241211
	Iteration 72Q: 3 clusters Score -5344676 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -5344693.500000 Penalty: 3401.241211
	Iteration 73Q: 3 clusters Score -5344694 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -5344704.500000 Penalty: 3401.241211
	Iteration 74Q: 3 clusters Score -5344704 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -5344718.500000 Penalty: 3401.241211
	Iteration 75Q: 3 clusters Score -5344718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -5344730.000000 Penalty: 3401.241211
	Iteration 76Q: 3 clusters Score -5344730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -5344737.000000 Penalty: 3401.241211
	Iteration 77Q: 3 clusters Score -5344737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -5344752.500000 Penalty: 3401.241211
	Iteration 78Q: 3 clusters Score -5344752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -5344751.000000 Penalty: 3401.241211
	Iteration 79Q: 3 clusters Score -5344751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -5344762.000000 Penalty: 3401.241211
	Iteration 80F: 3 clusters Score -5344762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -5344770.000000 Penalty: 3401.241211
	Iteration 81Q: 3 clusters Score -5344770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -5344785.000000 Penalty: 3401.241211
	Iteration 82Q: 3 clusters Score -5344785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -5344793.500000 Penalty: 3401.241211
	Iteration 83Q: 3 clusters Score -5344794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -5344805.000000 Penalty: 3401.241211
	Iteration 84Q: 3 clusters Score -5344805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -5344818.000000 Penalty: 3401.241211
	Iteration 85Q: 3 clusters Score -5344818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -5344824.000000 Penalty: 3401.241211
	Iteration 86Q: 3 clusters Score -5344824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -5344829.500000 Penalty: 3401.241211
	Iteration 87Q: 3 clusters Score -5344830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -5344839.000000 Penalty: 3401.241211
	Iteration 88Q: 3 clusters Score -5344839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -5344839.000000 Penalty: 3401.241211
	Iteration 89Q: 3 clusters Score -5344839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -5344844.000000 Penalty: 3401.241211
	Iteration 90Q: 3 clusters Score -5344844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -5344843.000000 Penalty: 3401.241211
	Iteration 91Q: 3 clusters Score -5344843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -5344847.500000 Penalty: 3401.241211
	Iteration 92Q: 3 clusters Score -5344848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -5344852.500000 Penalty: 3401.241211
	Iteration 93Q: 3 clusters Score -5344852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -5344867.000000 Penalty: 3401.241211
	Iteration 94Q: 3 clusters Score -5344867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -5344865.500000 Penalty: 3401.241211
	Iteration 95Q: 3 clusters Score -5344866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -5344871.500000 Penalty: 3401.241211
	Iteration 96Q: 3 clusters Score -5344872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -5344878.500000 Penalty: 3401.241211
	Iteration 97Q: 3 clusters Score -5344878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -5344886.000000 Penalty: 3401.241211
	Iteration 98Q: 3 clusters Score -5344886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -5344892.000000 Penalty: 3401.241211
	Iteration 99Q: 3 clusters Score -5344892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -5344903.500000 Penalty: 3401.241211
	Iteration 100F: 3 clusters Score -5344904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -5344909.000000 Penalty: 3401.241211
	Iteration 101Q: 3 clusters Score -5344909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -5344920.000000 Penalty: 3401.241211
	Iteration 102Q: 3 clusters Score -5344920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -5344930.000000 Penalty: 3401.241211
	Iteration 103Q: 3 clusters Score -5344930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -5344935.000000 Penalty: 3401.241211
	Iteration 104Q: 3 clusters Score -5344935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -5344934.500000 Penalty: 3401.241211
	Iteration 105Q: 3 clusters Score -5344934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -5344932.000000 Penalty: 3401.241211
	Iteration 106Q: 3 clusters Score -5344932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -5344934.500000 Penalty: 3401.241211
	Iteration 107Q: 3 clusters Score -5344934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -5344936.500000 Penalty: 3401.241211
	Iteration 108Q: 3 clusters Score -5344936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -5344939.500000 Penalty: 3401.241211
	Iteration 109Q: 3 clusters Score -5344940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -5344939.500000 Penalty: 3401.241211
	Iteration 110F: 3 clusters Score -5344940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 21276 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 601 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 15283 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 18716 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 10011 members 
Mstep: Class 38 contains 33375 members 
Mstep: Class 39 contains 5323 members 
Mstep: Class 40 contains 2076 members 
Mstep: Class 41 contains 28632 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 1504 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 17465 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 1740 members 
Mstep: Class 49 contains 6001 members 
Mstep: Class 50 contains 34321 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2661 members 
Mstep: Class 55 contains 17005 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6265 members 
Mstep: Class 62 contains 35649 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4515 members 
Mstep: Class 65 contains 17424 members 
Mstep: Class 66 contains 1566 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 715 members 
Mstep: Class 69 contains 8835 members 
Mstep: Class 70 contains 652 members 
Mstep: Class 71 contains 909 members 
Mstep: Class 72 contains 13038 members 
Mstep: Class 73 contains 2923 members 
Mstep: Class 74 contains 20553 members 
Mstep: Class 75 contains 1024 members 
Mstep: Class 76 contains 19796 members 
Entering Unmasked Estep 
Score: -85890728.000000 Penalty: 164340.562500
Splitting cluster 29 changes total score from -85870488.000000 to -85890728.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 30 (4238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Entering Unmasked Estep 
Score: -570391.375000 Penalty: 1357.175049
	Iteration 0F: 2 clusters Score -570391.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -566858.187500 Penalty: 2714.350098
	Iteration 0F: 3 clusters Score -566858.2 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -567826.625000 Penalty: 2714.350098
	Iteration 1F: 3 clusters Score -567826.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -568073.875000 Penalty: 2714.350098
	Iteration 2F: 3 clusters Score -568073.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -568272.312500 Penalty: 2714.350098
	Iteration 3F: 3 clusters Score -568272.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -568459.125000 Penalty: 2714.350098
	Iteration 4F: 3 clusters Score -568459.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -568679.937500 Penalty: 2714.350098
	Iteration 5F: 3 clusters Score -568679.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -568937.812500 Penalty: 2714.350098
	Iteration 6F: 3 clusters Score -568937.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -569173.062500 Penalty: 2714.350098
	Iteration 7F: 3 clusters Score -569173.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -569364.187500 Penalty: 2714.350098
	Iteration 8F: 3 clusters Score -569364.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -569490.500000 Penalty: 2714.350098
	Iteration 9Q: 3 clusters Score -569490.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -569588.062500 Penalty: 2714.350098
	Iteration 10Q: 3 clusters Score -569588.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -569650.625000 Penalty: 2714.350098
	Iteration 11Q: 3 clusters Score -569650.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -569690.562500 Penalty: 2714.350098
	Iteration 12Q: 3 clusters Score -569690.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -569719.250000 Penalty: 2714.350098
	Iteration 13Q: 3 clusters Score -569719.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -569742.875000 Penalty: 2714.350098
	Iteration 14Q: 3 clusters Score -569742.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -569769.375000 Penalty: 2714.350098
	Iteration 15Q: 3 clusters Score -569769.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -569782.750000 Penalty: 2714.350098
	Iteration 16Q: 3 clusters Score -569782.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -569786.187500 Penalty: 2714.350098
	Iteration 17Q: 3 clusters Score -569786.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -569790.312500 Penalty: 2714.350098
	Iteration 18Q: 3 clusters Score -569790.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -569793.500000 Penalty: 2714.350098
	Iteration 19Q: 3 clusters Score -569793.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -569794.312500 Penalty: 2714.350098
	Iteration 20F: 3 clusters Score -569794.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -569796.375000 Penalty: 2714.350098
	Iteration 21Q: 3 clusters Score -569796.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -569795.500000 Penalty: 2714.350098
	Iteration 22Q: 3 clusters Score -569795.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -569795.500000 Penalty: 2714.350098
	Iteration 23F: 3 clusters Score -569795.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Entering Unmasked Estep 
Score: -402664.781250 Penalty: 1303.080078
	Iteration 0F: 2 clusters Score -402664.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -399964.875000 Penalty: 2606.160156
	Iteration 0F: 3 clusters Score -399964.9 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -400673.718750 Penalty: 2606.160156
	Iteration 1F: 3 clusters Score -400673.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -400881.968750 Penalty: 2606.160156
	Iteration 2F: 3 clusters Score -400882 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -401036.750000 Penalty: 2606.160156
	Iteration 3F: 3 clusters Score -401036.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -401160.593750 Penalty: 2606.160156
	Iteration 4F: 3 clusters Score -401160.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -401260.468750 Penalty: 2606.160156
	Iteration 5Q: 3 clusters Score -401260.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -401340.937500 Penalty: 2606.160156
	Iteration 6Q: 3 clusters Score -401340.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -401426.000000 Penalty: 2606.160156
	Iteration 7Q: 3 clusters Score -401426 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -401491.468750 Penalty: 2606.160156
	Iteration 8Q: 3 clusters Score -401491.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -401551.687500 Penalty: 2606.160156
	Iteration 9Q: 3 clusters Score -401551.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -401601.125000 Penalty: 2606.160156
	Iteration 10Q: 3 clusters Score -401601.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -401644.343750 Penalty: 2606.160156
	Iteration 11Q: 3 clusters Score -401644.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -401685.250000 Penalty: 2606.160156
	Iteration 12Q: 3 clusters Score -401685.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -401717.031250 Penalty: 2606.160156
	Iteration 13Q: 3 clusters Score -401717 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -401748.875000 Penalty: 2606.160156
	Iteration 14Q: 3 clusters Score -401748.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -401769.312500 Penalty: 2606.160156
	Iteration 15Q: 3 clusters Score -401769.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -401784.281250 Penalty: 2606.160156
	Iteration 16Q: 3 clusters Score -401784.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -401798.031250 Penalty: 2606.160156
	Iteration 17Q: 3 clusters Score -401798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -401804.625000 Penalty: 2606.160156
	Iteration 18Q: 3 clusters Score -401804.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -401811.562500 Penalty: 2606.160156
	Iteration 19Q: 3 clusters Score -401811.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -401818.718750 Penalty: 2606.160156
	Iteration 20F: 3 clusters Score -401818.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -401822.218750 Penalty: 2606.160156
	Iteration 21Q: 3 clusters Score -401822.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -401822.843750 Penalty: 2606.160156
	Iteration 22Q: 3 clusters Score -401822.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -401823.375000 Penalty: 2606.160156
	Iteration 23Q: 3 clusters Score -401823.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -401824.593750 Penalty: 2606.160156
	Iteration 24Q: 3 clusters Score -401824.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -401824.593750 Penalty: 2606.160156
	Iteration 25F: 3 clusters Score -401824.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Entering Unmasked Estep 
Score: -387528.468750 Penalty: 1297.419800
	Iteration 0F: 2 clusters Score -387528.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -384871.812500 Penalty: 2594.839600
	Iteration 0F: 3 clusters Score -384871.8 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -385601.250000 Penalty: 2594.839600
	Iteration 1F: 3 clusters Score -385601.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -385922.843750 Penalty: 2594.839600
	Iteration 2F: 3 clusters Score -385922.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -386208.437500 Penalty: 2594.839600
	Iteration 3F: 3 clusters Score -386208.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -386427.375000 Penalty: 2594.839600
	Iteration 4F: 3 clusters Score -386427.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -386607.500000 Penalty: 2594.839600
	Iteration 5F: 3 clusters Score -386607.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -386747.250000 Penalty: 2594.839600
	Iteration 6F: 3 clusters Score -386747.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -386822.406250 Penalty: 2594.839600
	Iteration 7Q: 3 clusters Score -386822.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -386878.375000 Penalty: 2594.839600
	Iteration 8Q: 3 clusters Score -386878.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -386917.875000 Penalty: 2594.839600
	Iteration 9Q: 3 clusters Score -386917.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -386946.281250 Penalty: 2594.839600
	Iteration 10Q: 3 clusters Score -386946.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -386967.000000 Penalty: 2594.839600
	Iteration 11Q: 3 clusters Score -386967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -386992.875000 Penalty: 2594.839600
	Iteration 12Q: 3 clusters Score -386992.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -387019.218750 Penalty: 2594.839600
	Iteration 13Q: 3 clusters Score -387019.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -387044.187500 Penalty: 2594.839600
	Iteration 14Q: 3 clusters Score -387044.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -387070.750000 Penalty: 2594.839600
	Iteration 15Q: 3 clusters Score -387070.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -387094.031250 Penalty: 2594.839600
	Iteration 16Q: 3 clusters Score -387094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -387118.125000 Penalty: 2594.839600
	Iteration 17Q: 3 clusters Score -387118.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -387134.718750 Penalty: 2594.839600
	Iteration 18Q: 3 clusters Score -387134.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -387151.718750 Penalty: 2594.839600
	Iteration 19Q: 3 clusters Score -387151.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -387166.531250 Penalty: 2594.839600
	Iteration 20F: 3 clusters Score -387166.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -387179.718750 Penalty: 2594.839600
	Iteration 21Q: 3 clusters Score -387179.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -387198.250000 Penalty: 2594.839600
	Iteration 22Q: 3 clusters Score -387198.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -387210.843750 Penalty: 2594.839600
	Iteration 23Q: 3 clusters Score -387210.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -387220.625000 Penalty: 2594.839600
	Iteration 24Q: 3 clusters Score -387220.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -387228.031250 Penalty: 2594.839600
	Iteration 25Q: 3 clusters Score -387228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -387236.906250 Penalty: 2594.839600
	Iteration 26Q: 3 clusters Score -387236.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -387246.531250 Penalty: 2594.839600
	Iteration 27Q: 3 clusters Score -387246.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -387250.968750 Penalty: 2594.839600
	Iteration 28Q: 3 clusters Score -387251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -387254.656250 Penalty: 2594.839600
	Iteration 29Q: 3 clusters Score -387254.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -387258.781250 Penalty: 2594.839600
	Iteration 30Q: 3 clusters Score -387258.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -387262.125000 Penalty: 2594.839600
	Iteration 31Q: 3 clusters Score -387262.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -387263.687500 Penalty: 2594.839600
	Iteration 32Q: 3 clusters Score -387263.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -387266.843750 Penalty: 2594.839600
	Iteration 33Q: 3 clusters Score -387266.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -387267.656250 Penalty: 2594.839600
	Iteration 34Q: 3 clusters Score -387267.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -387268.343750 Penalty: 2594.839600
	Iteration 35Q: 3 clusters Score -387268.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -387269.812500 Penalty: 2594.839600
	Iteration 36Q: 3 clusters Score -387269.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -387271.218750 Penalty: 2594.839600
	Iteration 37Q: 3 clusters Score -387271.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -387272.937500 Penalty: 2594.839600
	Iteration 38Q: 3 clusters Score -387272.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -387276.406250 Penalty: 2594.839600
	Iteration 39Q: 3 clusters Score -387276.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -387278.593750 Penalty: 2594.839600
	Iteration 40F: 3 clusters Score -387278.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -387281.031250 Penalty: 2594.839600
	Iteration 41Q: 3 clusters Score -387281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -387285.625000 Penalty: 2594.839600
	Iteration 42Q: 3 clusters Score -387285.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -387289.625000 Penalty: 2594.839600
	Iteration 43Q: 3 clusters Score -387289.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -387292.781250 Penalty: 2594.839600
	Iteration 44Q: 3 clusters Score -387292.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -387294.000000 Penalty: 2594.839600
	Iteration 45Q: 3 clusters Score -387294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -387297.531250 Penalty: 2594.839600
	Iteration 46Q: 3 clusters Score -387297.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -387300.156250 Penalty: 2594.839600
	Iteration 47Q: 3 clusters Score -387300.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -387301.312500 Penalty: 2594.839600
	Iteration 48Q: 3 clusters Score -387301.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -387301.968750 Penalty: 2594.839600
	Iteration 49Q: 3 clusters Score -387302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -387303.812500 Penalty: 2594.839600
	Iteration 50Q: 3 clusters Score -387303.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -387305.093750 Penalty: 2594.839600
	Iteration 51Q: 3 clusters Score -387305.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -387305.437500 Penalty: 2594.839600
	Iteration 52Q: 3 clusters Score -387305.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -387305.437500 Penalty: 2594.839600
	Iteration 53F: 3 clusters Score -387305.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Entering Unmasked Estep 
Score: -2837237.250000 Penalty: 1598.534302
	Iteration 0F: 2 clusters Score -2837237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2824889.250000 Penalty: 3197.068604
	Iteration 0F: 3 clusters Score -2824889 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2829452.500000 Penalty: 3197.068604
	Iteration 1F: 3 clusters Score -2829452 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2829760.750000 Penalty: 3197.068604
	Iteration 2Q: 3 clusters Score -2829761 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2830086.000000 Penalty: 3197.068604
	Iteration 3Q: 3 clusters Score -2830086 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2830462.750000 Penalty: 3197.068604
	Iteration 4Q: 3 clusters Score -2830463 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2830825.500000 Penalty: 3197.068604
	Iteration 5Q: 3 clusters Score -2830826 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2831203.250000 Penalty: 3197.068604
	Iteration 6Q: 3 clusters Score -2831203 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2831635.750000 Penalty: 3197.068604
	Iteration 7Q: 3 clusters Score -2831636 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2832129.000000 Penalty: 3197.068604
	Iteration 8Q: 3 clusters Score -2832129 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2832573.500000 Penalty: 3197.068604
	Iteration 9Q: 3 clusters Score -2832574 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2833048.000000 Penalty: 3197.068604
	Iteration 10Q: 3 clusters Score -2833048 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2833531.250000 Penalty: 3197.068604
	Iteration 11Q: 3 clusters Score -2833531 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2833956.250000 Penalty: 3197.068604
	Iteration 12Q: 3 clusters Score -2833956 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2834334.500000 Penalty: 3197.068604
	Iteration 13Q: 3 clusters Score -2834334 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2834656.500000 Penalty: 3197.068604
	Iteration 14Q: 3 clusters Score -2834656 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2834908.000000 Penalty: 3197.068604
	Iteration 15Q: 3 clusters Score -2834908 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2835123.000000 Penalty: 3197.068604
	Iteration 16Q: 3 clusters Score -2835123 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2835349.750000 Penalty: 3197.068604
	Iteration 17Q: 3 clusters Score -2835350 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2835559.500000 Penalty: 3197.068604
	Iteration 18Q: 3 clusters Score -2835560 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2835752.750000 Penalty: 3197.068604
	Iteration 19Q: 3 clusters Score -2835753 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2835910.000000 Penalty: 3197.068604
	Iteration 20F: 3 clusters Score -2835910 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2836052.250000 Penalty: 3197.068604
	Iteration 21Q: 3 clusters Score -2836052 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2836169.250000 Penalty: 3197.068604
	Iteration 22Q: 3 clusters Score -2836169 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2836280.500000 Penalty: 3197.068604
	Iteration 23Q: 3 clusters Score -2836280 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2836401.500000 Penalty: 3197.068604
	Iteration 24Q: 3 clusters Score -2836402 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2836491.500000 Penalty: 3197.068604
	Iteration 25Q: 3 clusters Score -2836492 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2836535.750000 Penalty: 3197.068604
	Iteration 26Q: 3 clusters Score -2836536 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2836561.500000 Penalty: 3197.068604
	Iteration 27Q: 3 clusters Score -2836562 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2836596.500000 Penalty: 3197.068604
	Iteration 28Q: 3 clusters Score -2836596 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2836614.250000 Penalty: 3197.068604
	Iteration 29Q: 3 clusters Score -2836614 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2836630.750000 Penalty: 3197.068604
	Iteration 30Q: 3 clusters Score -2836631 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2836632.000000 Penalty: 3197.068604
	Iteration 31Q: 3 clusters Score -2836632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2836639.500000 Penalty: 3197.068604
	Iteration 32Q: 3 clusters Score -2836640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2836637.250000 Penalty: 3197.068604
	Iteration 33Q: 3 clusters Score -2836637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2836638.250000 Penalty: 3197.068604
	Iteration 34Q: 3 clusters Score -2836638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2836637.500000 Penalty: 3197.068604
	Iteration 35Q: 3 clusters Score -2836638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2836637.250000 Penalty: 3197.068604
	Iteration 36Q: 3 clusters Score -2836637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2836635.500000 Penalty: 3197.068604
	Iteration 37Q: 3 clusters Score -2836636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2836636.750000 Penalty: 3197.068604
	Iteration 38Q: 3 clusters Score -2836637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2836637.500000 Penalty: 3197.068604
	Iteration 39Q: 3 clusters Score -2836638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2836636.750000 Penalty: 3197.068604
	Iteration 40F: 3 clusters Score -2836637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2836637.750000 Penalty: 3197.068604
	Iteration 41Q: 3 clusters Score -2836638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2836637.000000 Penalty: 3197.068604
	Iteration 42Q: 3 clusters Score -2836637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2836637.500000 Penalty: 3197.068604
	Iteration 43Q: 3 clusters Score -2836638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2836637.500000 Penalty: 3197.068604
	Iteration 44F: 3 clusters Score -2836638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -187706.890625 Penalty: 1182.777222
	Iteration 0F: 2 clusters Score -187706.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -185976.062500 Penalty: 2365.554443
	Iteration 0F: 3 clusters Score -185976.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -186349.765625 Penalty: 2365.554443
	Iteration 1F: 3 clusters Score -186349.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -186514.859375 Penalty: 2365.554443
	Iteration 2F: 3 clusters Score -186514.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -186637.640625 Penalty: 2365.554443
	Iteration 3F: 3 clusters Score -186637.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -186733.187500 Penalty: 2365.554443
	Iteration 4F: 3 clusters Score -186733.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -186840.781250 Penalty: 2365.554443
	Iteration 5Q: 3 clusters Score -186840.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -186972.140625 Penalty: 2365.554443
	Iteration 6Q: 3 clusters Score -186972.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -187098.203125 Penalty: 2365.554443
	Iteration 7Q: 3 clusters Score -187098.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -187220.359375 Penalty: 2365.554443
	Iteration 8Q: 3 clusters Score -187220.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -187291.890625 Penalty: 2365.554443
	Iteration 9Q: 3 clusters Score -187291.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -187365.062500 Penalty: 2365.554443
	Iteration 10Q: 3 clusters Score -187365.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -187441.000000 Penalty: 2365.554443
	Iteration 11Q: 3 clusters Score -187441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -187493.656250 Penalty: 2365.554443
	Iteration 12Q: 3 clusters Score -187493.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -187547.812500 Penalty: 2365.554443
	Iteration 13Q: 3 clusters Score -187547.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -187574.546875 Penalty: 2365.554443
	Iteration 14Q: 3 clusters Score -187574.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -187592.421875 Penalty: 2365.554443
	Iteration 15Q: 3 clusters Score -187592.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -187608.078125 Penalty: 2365.554443
	Iteration 16Q: 3 clusters Score -187608.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -187624.046875 Penalty: 2365.554443
	Iteration 17Q: 3 clusters Score -187624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -187637.593750 Penalty: 2365.554443
	Iteration 18Q: 3 clusters Score -187637.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -187642.468750 Penalty: 2365.554443
	Iteration 19Q: 3 clusters Score -187642.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -187649.515625 Penalty: 2365.554443
	Iteration 20F: 3 clusters Score -187649.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -187652.593750 Penalty: 2365.554443
	Iteration 21Q: 3 clusters Score -187652.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -187653.765625 Penalty: 2365.554443
	Iteration 22Q: 3 clusters Score -187653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -187654.687500 Penalty: 2365.554443
	Iteration 23Q: 3 clusters Score -187654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -187657.281250 Penalty: 2365.554443
	Iteration 24Q: 3 clusters Score -187657.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -187659.890625 Penalty: 2365.554443
	Iteration 25Q: 3 clusters Score -187659.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -187660.203125 Penalty: 2365.554443
	Iteration 26Q: 3 clusters Score -187660.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -187660.796875 Penalty: 2365.554443
	Iteration 27Q: 3 clusters Score -187660.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -187660.796875 Penalty: 2365.554443
	Iteration 28F: 3 clusters Score -187660.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -193565.562500 Penalty: 1181.990356
	Iteration 0F: 2 clusters Score -193565.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -191876.390625 Penalty: 2363.980713
	Iteration 0F: 3 clusters Score -191876.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -192283.734375 Penalty: 2363.980713
	Iteration 1F: 3 clusters Score -192283.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -192417.406250 Penalty: 2363.980713
	Iteration 2F: 3 clusters Score -192417.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -192496.593750 Penalty: 2363.980713
	Iteration 3F: 3 clusters Score -192496.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -192548.578125 Penalty: 2363.980713
	Iteration 4Q: 3 clusters Score -192548.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -192588.546875 Penalty: 2363.980713
	Iteration 5Q: 3 clusters Score -192588.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -192603.156250 Penalty: 2363.980713
	Iteration 6Q: 3 clusters Score -192603.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -192618.015625 Penalty: 2363.980713
	Iteration 7Q: 3 clusters Score -192618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -192631.000000 Penalty: 2363.980713
	Iteration 8Q: 3 clusters Score -192631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -192638.203125 Penalty: 2363.980713
	Iteration 9Q: 3 clusters Score -192638.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -192646.750000 Penalty: 2363.980713
	Iteration 10Q: 3 clusters Score -192646.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -192652.343750 Penalty: 2363.980713
	Iteration 11Q: 3 clusters Score -192652.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -192660.015625 Penalty: 2363.980713
	Iteration 12Q: 3 clusters Score -192660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -192663.937500 Penalty: 2363.980713
	Iteration 13Q: 3 clusters Score -192663.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -192667.375000 Penalty: 2363.980713
	Iteration 14Q: 3 clusters Score -192667.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -192669.843750 Penalty: 2363.980713
	Iteration 15Q: 3 clusters Score -192669.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -192672.062500 Penalty: 2363.980713
	Iteration 16Q: 3 clusters Score -192672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -192673.406250 Penalty: 2363.980713
	Iteration 17Q: 3 clusters Score -192673.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -192674.718750 Penalty: 2363.980713
	Iteration 18Q: 3 clusters Score -192674.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -192675.656250 Penalty: 2363.980713
	Iteration 19Q: 3 clusters Score -192675.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -192675.656250 Penalty: 2363.980713
	Iteration 20F: 3 clusters Score -192675.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Entering Unmasked Estep 
Score: -1244348.125000 Penalty: 1468.134888
	Iteration 0F: 2 clusters Score -1244348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1238292.000000 Penalty: 2936.269775
	Iteration 0F: 3 clusters Score -1238292 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1240339.500000 Penalty: 2936.269775
	Iteration 1F: 3 clusters Score -1240340 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1240576.500000 Penalty: 2936.269775
	Iteration 2F: 3 clusters Score -1240576 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1240788.625000 Penalty: 2936.269775
	Iteration 3F: 3 clusters Score -1240789 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1240998.375000 Penalty: 2936.269775
	Iteration 4Q: 3 clusters Score -1240998 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1241273.375000 Penalty: 2936.269775
	Iteration 5F: 3 clusters Score -1241273 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1241577.750000 Penalty: 2936.269775
	Iteration 6F: 3 clusters Score -1241578 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1241877.250000 Penalty: 2936.269775
	Iteration 7Q: 3 clusters Score -1241877 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1242172.750000 Penalty: 2936.269775
	Iteration 8Q: 3 clusters Score -1242173 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1242407.375000 Penalty: 2936.269775
	Iteration 9Q: 3 clusters Score -1242407 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1242584.625000 Penalty: 2936.269775
	Iteration 10Q: 3 clusters Score -1242585 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1242710.125000 Penalty: 2936.269775
	Iteration 11Q: 3 clusters Score -1242710 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1242801.750000 Penalty: 2936.269775
	Iteration 12Q: 3 clusters Score -1242802 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1242861.875000 Penalty: 2936.269775
	Iteration 13Q: 3 clusters Score -1242862 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1242921.125000 Penalty: 2936.269775
	Iteration 14Q: 3 clusters Score -1242921 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1242973.625000 Penalty: 2936.269775
	Iteration 15Q: 3 clusters Score -1242974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1243000.125000 Penalty: 2936.269775
	Iteration 16Q: 3 clusters Score -1243000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1243017.875000 Penalty: 2936.269775
	Iteration 17Q: 3 clusters Score -1243018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1243025.875000 Penalty: 2936.269775
	Iteration 18Q: 3 clusters Score -1243026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1243037.500000 Penalty: 2936.269775
	Iteration 19Q: 3 clusters Score -1243038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1243052.750000 Penalty: 2936.269775
	Iteration 20F: 3 clusters Score -1243053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1243060.125000 Penalty: 2936.269775
	Iteration 21Q: 3 clusters Score -1243060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1243064.375000 Penalty: 2936.269775
	Iteration 22Q: 3 clusters Score -1243064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1243066.000000 Penalty: 2936.269775
	Iteration 23Q: 3 clusters Score -1243066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1243066.375000 Penalty: 2936.269775
	Iteration 24Q: 3 clusters Score -1243066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1243066.375000 Penalty: 2936.269775
	Iteration 25F: 3 clusters Score -1243066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (10011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Entering Unmasked Estep 
Score: -1437295.750000 Penalty: 1496.859009
	Iteration 0F: 2 clusters Score -1437296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1430226.000000 Penalty: 2993.718018
	Iteration 0F: 3 clusters Score -1430226 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1432756.500000 Penalty: 2993.718018
	Iteration 1F: 3 clusters Score -1432756 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1433169.375000 Penalty: 2993.718018
	Iteration 2F: 3 clusters Score -1433169 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1433578.375000 Penalty: 2993.718018
	Iteration 3F: 3 clusters Score -1433578 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1434017.500000 Penalty: 2993.718018
	Iteration 4F: 3 clusters Score -1434018 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1434475.500000 Penalty: 2993.718018
	Iteration 5F: 3 clusters Score -1434476 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1434960.000000 Penalty: 2993.718018
	Iteration 6F: 3 clusters Score -1434960 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1435344.125000 Penalty: 2993.718018
	Iteration 7F: 3 clusters Score -1435344 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1435647.125000 Penalty: 2993.718018
	Iteration 8Q: 3 clusters Score -1435647 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1435862.500000 Penalty: 2993.718018
	Iteration 9Q: 3 clusters Score -1435862 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1435984.250000 Penalty: 2993.718018
	Iteration 10Q: 3 clusters Score -1435984 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1436068.375000 Penalty: 2993.718018
	Iteration 11Q: 3 clusters Score -1436068 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1436113.125000 Penalty: 2993.718018
	Iteration 12Q: 3 clusters Score -1436113 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1436148.250000 Penalty: 2993.718018
	Iteration 13Q: 3 clusters Score -1436148 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1436188.750000 Penalty: 2993.718018
	Iteration 14Q: 3 clusters Score -1436189 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1436221.625000 Penalty: 2993.718018
	Iteration 15Q: 3 clusters Score -1436222 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1436244.375000 Penalty: 2993.718018
	Iteration 16Q: 3 clusters Score -1436244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1436264.625000 Penalty: 2993.718018
	Iteration 17Q: 3 clusters Score -1436265 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1436278.125000 Penalty: 2993.718018
	Iteration 18Q: 3 clusters Score -1436278 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1436297.750000 Penalty: 2993.718018
	Iteration 19Q: 3 clusters Score -1436298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1436302.750000 Penalty: 2993.718018
	Iteration 20F: 3 clusters Score -1436303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1436307.875000 Penalty: 2993.718018
	Iteration 21Q: 3 clusters Score -1436308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1436316.875000 Penalty: 2993.718018
	Iteration 22Q: 3 clusters Score -1436317 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1436326.625000 Penalty: 2993.718018
	Iteration 23Q: 3 clusters Score -1436327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1436332.250000 Penalty: 2993.718018
	Iteration 24Q: 3 clusters Score -1436332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1436335.375000 Penalty: 2993.718018
	Iteration 25Q: 3 clusters Score -1436335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1436338.625000 Penalty: 2993.718018
	Iteration 26Q: 3 clusters Score -1436339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1436343.000000 Penalty: 2993.718018
	Iteration 27Q: 3 clusters Score -1436343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1436342.250000 Penalty: 2993.718018
	Iteration 28Q: 3 clusters Score -1436342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1436344.375000 Penalty: 2993.718018
	Iteration 29Q: 3 clusters Score -1436344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1436344.000000 Penalty: 2993.718018
	Iteration 30Q: 3 clusters Score -1436344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1436347.875000 Penalty: 2993.718018
	Iteration 31Q: 3 clusters Score -1436348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1436347.875000 Penalty: 2993.718018
	Iteration 32Q: 3 clusters Score -1436348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1436346.250000 Penalty: 2993.718018
	Iteration 33Q: 3 clusters Score -1436346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1436346.125000 Penalty: 2993.718018
	Iteration 34Q: 3 clusters Score -1436346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1436346.125000 Penalty: 2993.718018
	Iteration 35F: 3 clusters Score -1436346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (33375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Entering Unmasked Estep 
Score: -5072174.000000 Penalty: 1692.528931
	Iteration 0F: 2 clusters Score -5072174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -5062982.500000 Penalty: 3385.057861
	Iteration 0F: 3 clusters Score -5062982 nChanged 15343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -5071757.500000 Penalty: 3385.057861
	Iteration 1F: 3 clusters Score -5071758 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -5072320.000000 Penalty: 3385.057861
	Iteration 2F: 3 clusters Score -5072320 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -5072847.000000 Penalty: 3385.057861
	Iteration 3F: 3 clusters Score -5072847 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -5073236.000000 Penalty: 3385.057861
	Iteration 4F: 3 clusters Score -5073236 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -5073665.000000 Penalty: 3385.057861
	Iteration 5F: 3 clusters Score -5073665 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -5074008.000000 Penalty: 3385.057861
	Iteration 6F: 3 clusters Score -5074008 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -5074272.500000 Penalty: 3385.057861
	Iteration 7F: 3 clusters Score -5074272 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -5074516.500000 Penalty: 3385.057861
	Iteration 8Q: 3 clusters Score -5074516 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -5074811.000000 Penalty: 3385.057861
	Iteration 9Q: 3 clusters Score -5074811 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -5075217.000000 Penalty: 3385.057861
	Iteration 10Q: 3 clusters Score -5075217 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -5075519.000000 Penalty: 3385.057861
	Iteration 11Q: 3 clusters Score -5075519 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -5075877.000000 Penalty: 3385.057861
	Iteration 12Q: 3 clusters Score -5075877 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -5076284.500000 Penalty: 3385.057861
	Iteration 13Q: 3 clusters Score -5076284 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -5076745.000000 Penalty: 3385.057861
	Iteration 14Q: 3 clusters Score -5076745 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -5077139.500000 Penalty: 3385.057861
	Iteration 15Q: 3 clusters Score -5077140 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -5077413.500000 Penalty: 3385.057861
	Iteration 16Q: 3 clusters Score -5077414 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -5077525.000000 Penalty: 3385.057861
	Iteration 17Q: 3 clusters Score -5077525 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -5077597.000000 Penalty: 3385.057861
	Iteration 18Q: 3 clusters Score -5077597 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -5077682.000000 Penalty: 3385.057861
	Iteration 19Q: 3 clusters Score -5077682 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -5077788.500000 Penalty: 3385.057861
	Iteration 20F: 3 clusters Score -5077788 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -5077904.000000 Penalty: 3385.057861
	Iteration 21Q: 3 clusters Score -5077904 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -5078025.000000 Penalty: 3385.057861
	Iteration 22Q: 3 clusters Score -5078025 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -5078218.500000 Penalty: 3385.057861
	Iteration 23Q: 3 clusters Score -5078218 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -5078372.500000 Penalty: 3385.057861
	Iteration 24Q: 3 clusters Score -5078372 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -5078306.500000 Penalty: 3385.057861
	Iteration 25Q: 3 clusters Score -5078306 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -5077676.500000 Penalty: 3385.057861
	Iteration 26Q: 3 clusters Score -5077676 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -5076458.000000 Penalty: 3385.057861
	Iteration 27F: 3 clusters Score -5076458 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -5075519.500000 Penalty: 3385.057861
	Iteration 28F: 3 clusters Score -5075520 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -5074970.000000 Penalty: 3385.057861
	Iteration 29Q: 3 clusters Score -5074970 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -5074722.500000 Penalty: 3385.057861
	Iteration 30Q: 3 clusters Score -5074722 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -5074694.500000 Penalty: 3385.057861
	Iteration 31Q: 3 clusters Score -5074694 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -5074627.000000 Penalty: 3385.057861
	Iteration 32Q: 3 clusters Score -5074627 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -5074559.000000 Penalty: 3385.057861
	Iteration 33Q: 3 clusters Score -5074559 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -5074539.500000 Penalty: 3385.057861
	Iteration 34Q: 3 clusters Score -5074540 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -5074486.000000 Penalty: 3385.057861
	Iteration 35Q: 3 clusters Score -5074486 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -5074498.000000 Penalty: 3385.057861
	Iteration 36Q: 3 clusters Score -5074498 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -5074504.500000 Penalty: 3385.057861
	Iteration 37Q: 3 clusters Score -5074504 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -5074504.500000 Penalty: 3385.057861
	Iteration 38Q: 3 clusters Score -5074504 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -5074568.000000 Penalty: 3385.057861
	Iteration 39Q: 3 clusters Score -5074568 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -5074672.500000 Penalty: 3385.057861
	Iteration 40F: 3 clusters Score -5074672 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -5074737.000000 Penalty: 3385.057861
	Iteration 41Q: 3 clusters Score -5074737 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -5074780.500000 Penalty: 3385.057861
	Iteration 42Q: 3 clusters Score -5074780 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -5074901.000000 Penalty: 3385.057861
	Iteration 43Q: 3 clusters Score -5074901 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -5074987.500000 Penalty: 3385.057861
	Iteration 44Q: 3 clusters Score -5074988 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -5075070.000000 Penalty: 3385.057861
	Iteration 45Q: 3 clusters Score -5075070 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -5075156.000000 Penalty: 3385.057861
	Iteration 46Q: 3 clusters Score -5075156 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -5075215.000000 Penalty: 3385.057861
	Iteration 47Q: 3 clusters Score -5075215 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -5075328.500000 Penalty: 3385.057861
	Iteration 48Q: 3 clusters Score -5075328 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -5075448.500000 Penalty: 3385.057861
	Iteration 49Q: 3 clusters Score -5075448 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -5075548.000000 Penalty: 3385.057861
	Iteration 50Q: 3 clusters Score -5075548 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -5075676.500000 Penalty: 3385.057861
	Iteration 51Q: 3 clusters Score -5075676 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -5075853.000000 Penalty: 3385.057861
	Iteration 52Q: 3 clusters Score -5075853 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -5075960.500000 Penalty: 3385.057861
	Iteration 53Q: 3 clusters Score -5075960 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -5076145.500000 Penalty: 3385.057861
	Iteration 54Q: 3 clusters Score -5076146 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -5076348.000000 Penalty: 3385.057861
	Iteration 55Q: 3 clusters Score -5076348 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -5076489.000000 Penalty: 3385.057861
	Iteration 56Q: 3 clusters Score -5076489 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -5076648.000000 Penalty: 3385.057861
	Iteration 57Q: 3 clusters Score -5076648 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -5076769.000000 Penalty: 3385.057861
	Iteration 58Q: 3 clusters Score -5076769 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -5076847.500000 Penalty: 3385.057861
	Iteration 59Q: 3 clusters Score -5076848 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -5077027.000000 Penalty: 3385.057861
	Iteration 60F: 3 clusters Score -5077027 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -5077196.000000 Penalty: 3385.057861
	Iteration 61Q: 3 clusters Score -5077196 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -5077331.500000 Penalty: 3385.057861
	Iteration 62Q: 3 clusters Score -5077332 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -5077467.500000 Penalty: 3385.057861
	Iteration 63Q: 3 clusters Score -5077468 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -5077536.000000 Penalty: 3385.057861
	Iteration 64Q: 3 clusters Score -5077536 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -5077642.000000 Penalty: 3385.057861
	Iteration 65Q: 3 clusters Score -5077642 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -5077684.000000 Penalty: 3385.057861
	Iteration 66Q: 3 clusters Score -5077684 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -5077761.500000 Penalty: 3385.057861
	Iteration 67Q: 3 clusters Score -5077762 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -5077835.000000 Penalty: 3385.057861
	Iteration 68Q: 3 clusters Score -5077835 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -5077911.500000 Penalty: 3385.057861
	Iteration 69Q: 3 clusters Score -5077912 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -5077970.000000 Penalty: 3385.057861
	Iteration 70Q: 3 clusters Score -5077970 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -5078039.500000 Penalty: 3385.057861
	Iteration 71Q: 3 clusters Score -5078040 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -5078114.000000 Penalty: 3385.057861
	Iteration 72Q: 3 clusters Score -5078114 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -5078150.000000 Penalty: 3385.057861
	Iteration 73Q: 3 clusters Score -5078150 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -5078192.500000 Penalty: 3385.057861
	Iteration 74Q: 3 clusters Score -5078192 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -5078228.000000 Penalty: 3385.057861
	Iteration 75Q: 3 clusters Score -5078228 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -5078272.000000 Penalty: 3385.057861
	Iteration 76Q: 3 clusters Score -5078272 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -5078307.000000 Penalty: 3385.057861
	Iteration 77Q: 3 clusters Score -5078307 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -5078356.500000 Penalty: 3385.057861
	Iteration 78Q: 3 clusters Score -5078356 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -5078430.500000 Penalty: 3385.057861
	Iteration 79Q: 3 clusters Score -5078430 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -5078506.000000 Penalty: 3385.057861
	Iteration 80F: 3 clusters Score -5078506 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -5078603.500000 Penalty: 3385.057861
	Iteration 81Q: 3 clusters Score -5078604 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -5078738.000000 Penalty: 3385.057861
	Iteration 82Q: 3 clusters Score -5078738 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -5078831.500000 Penalty: 3385.057861
	Iteration 83Q: 3 clusters Score -5078832 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -5078945.000000 Penalty: 3385.057861
	Iteration 84Q: 3 clusters Score -5078945 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -5079131.000000 Penalty: 3385.057861
	Iteration 85Q: 3 clusters Score -5079131 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -5079327.500000 Penalty: 3385.057861
	Iteration 86Q: 3 clusters Score -5079328 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -5079522.500000 Penalty: 3385.057861
	Iteration 87Q: 3 clusters Score -5079522 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -5079759.500000 Penalty: 3385.057861
	Iteration 88Q: 3 clusters Score -5079760 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -5080000.500000 Penalty: 3385.057861
	Iteration 89Q: 3 clusters Score -5080000 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -5080266.000000 Penalty: 3385.057861
	Iteration 90Q: 3 clusters Score -5080266 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -5080501.000000 Penalty: 3385.057861
	Iteration 91Q: 3 clusters Score -5080501 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -5080720.000000 Penalty: 3385.057861
	Iteration 92Q: 3 clusters Score -5080720 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -5080917.500000 Penalty: 3385.057861
	Iteration 93Q: 3 clusters Score -5080918 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -5081115.000000 Penalty: 3385.057861
	Iteration 94Q: 3 clusters Score -5081115 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -5081288.000000 Penalty: 3385.057861
	Iteration 95Q: 3 clusters Score -5081288 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -5081404.500000 Penalty: 3385.057861
	Iteration 96Q: 3 clusters Score -5081404 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -5081493.000000 Penalty: 3385.057861
	Iteration 97Q: 3 clusters Score -5081493 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -5081546.500000 Penalty: 3385.057861
	Iteration 98Q: 3 clusters Score -5081546 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -5081615.500000 Penalty: 3385.057861
	Iteration 99Q: 3 clusters Score -5081616 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -5081709.500000 Penalty: 3385.057861
	Iteration 100F: 3 clusters Score -5081710 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -5081763.000000 Penalty: 3385.057861
	Iteration 101Q: 3 clusters Score -5081763 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -5081809.000000 Penalty: 3385.057861
	Iteration 102Q: 3 clusters Score -5081809 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -5081851.000000 Penalty: 3385.057861
	Iteration 103Q: 3 clusters Score -5081851 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -5081859.500000 Penalty: 3385.057861
	Iteration 104Q: 3 clusters Score -5081860 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -5081877.500000 Penalty: 3385.057861
	Iteration 105Q: 3 clusters Score -5081878 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -5081901.000000 Penalty: 3385.057861
	Iteration 106Q: 3 clusters Score -5081901 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -5081910.500000 Penalty: 3385.057861
	Iteration 107Q: 3 clusters Score -5081910 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -5081911.000000 Penalty: 3385.057861
	Iteration 108Q: 3 clusters Score -5081911 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -5081937.500000 Penalty: 3385.057861
	Iteration 109Q: 3 clusters Score -5081938 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -5081955.000000 Penalty: 3385.057861
	Iteration 110Q: 3 clusters Score -5081955 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -5081952.000000 Penalty: 3385.057861
	Iteration 111Q: 3 clusters Score -5081952 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -5081997.000000 Penalty: 3385.057861
	Iteration 112Q: 3 clusters Score -5081997 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -5082009.500000 Penalty: 3385.057861
	Iteration 113Q: 3 clusters Score -5082010 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -5082030.000000 Penalty: 3385.057861
	Iteration 114Q: 3 clusters Score -5082030 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -5082045.000000 Penalty: 3385.057861
	Iteration 115Q: 3 clusters Score -5082045 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -5082047.500000 Penalty: 3385.057861
	Iteration 116Q: 3 clusters Score -5082048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -5082040.000000 Penalty: 3385.057861
	Iteration 117Q: 3 clusters Score -5082040 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -5082046.500000 Penalty: 3385.057861
	Iteration 118Q: 3 clusters Score -5082046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -5082048.500000 Penalty: 3385.057861
	Iteration 119Q: 3 clusters Score -5082048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -5082060.000000 Penalty: 3385.057861
	Iteration 120F: 3 clusters Score -5082060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -5082059.500000 Penalty: 3385.057861
	Iteration 121Q: 3 clusters Score -5082060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -5082059.000000 Penalty: 3385.057861
	Iteration 122Q: 3 clusters Score -5082059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -5082058.500000 Penalty: 3385.057861
	Iteration 123Q: 3 clusters Score -5082058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -5082055.000000 Penalty: 3385.057861
	Iteration 124Q: 3 clusters Score -5082055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -5082061.500000 Penalty: 3385.057861
	Iteration 125Q: 3 clusters Score -5082062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -5082072.000000 Penalty: 3385.057861
	Iteration 126Q: 3 clusters Score -5082072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -5082071.000000 Penalty: 3385.057861
	Iteration 127Q: 3 clusters Score -5082071 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -5082063.000000 Penalty: 3385.057861
	Iteration 128Q: 3 clusters Score -5082063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -5082072.500000 Penalty: 3385.057861
	Iteration 129Q: 3 clusters Score -5082072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -5082074.500000 Penalty: 3385.057861
	Iteration 130Q: 3 clusters Score -5082074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -5082076.000000 Penalty: 3385.057861
	Iteration 131Q: 3 clusters Score -5082076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -5082076.500000 Penalty: 3385.057861
	Iteration 132Q: 3 clusters Score -5082076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -5082072.000000 Penalty: 3385.057861
	Iteration 133Q: 3 clusters Score -5082072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -5082067.000000 Penalty: 3385.057861
	Iteration 134Q: 3 clusters Score -5082067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -5082068.500000 Penalty: 3385.057861
	Iteration 135Q: 3 clusters Score -5082068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -5082079.500000 Penalty: 3385.057861
	Iteration 136Q: 3 clusters Score -5082080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -5082073.500000 Penalty: 3385.057861
	Iteration 137Q: 3 clusters Score -5082074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -5082075.500000 Penalty: 3385.057861
	Iteration 138Q: 3 clusters Score -5082076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -5082073.000000 Penalty: 3385.057861
	Iteration 139Q: 3 clusters Score -5082073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -5082072.500000 Penalty: 3385.057861
	Iteration 140F: 3 clusters Score -5082072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -5082071.500000 Penalty: 3385.057861
	Iteration 141Q: 3 clusters Score -5082072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -5082069.000000 Penalty: 3385.057861
	Iteration 142Q: 3 clusters Score -5082069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -5082067.000000 Penalty: 3385.057861
	Iteration 143Q: 3 clusters Score -5082067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -5082066.500000 Penalty: 3385.057861
	Iteration 144Q: 3 clusters Score -5082066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -5082066.500000 Penalty: 3385.057861
	Iteration 145F: 3 clusters Score -5082066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 21276 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 601 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 15283 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 18716 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 10011 members 
Mstep: Class 38 contains 18130 members 
Mstep: Class 39 contains 5323 members 
Mstep: Class 40 contains 2076 members 
Mstep: Class 41 contains 28632 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 1504 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 17465 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 1740 members 
Mstep: Class 49 contains 6001 members 
Mstep: Class 50 contains 34321 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2661 members 
Mstep: Class 55 contains 17005 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6265 members 
Mstep: Class 62 contains 35649 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4515 members 
Mstep: Class 65 contains 17424 members 
Mstep: Class 66 contains 1566 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 715 members 
Mstep: Class 69 contains 8835 members 
Mstep: Class 70 contains 652 members 
Mstep: Class 71 contains 909 members 
Mstep: Class 72 contains 13038 members 
Mstep: Class 73 contains 2923 members 
Mstep: Class 74 contains 20553 members 
Mstep: Class 75 contains 1024 members 
Mstep: Class 76 contains 19796 members 
Mstep: Class 77 contains 15245 members 
Entering Unmasked Estep 
Score: -85900024.000000 Penalty: 166502.937500
Splitting cluster 38 changes total score from -85870488.000000 to -85900024.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 39 (5323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Entering Unmasked Estep 
Score: -757524.750000 Penalty: 1394.216187
	Iteration 0F: 2 clusters Score -757524.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -753376.687500 Penalty: 2788.432373
	Iteration 0F: 3 clusters Score -753376.7 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -754829.250000 Penalty: 2788.432373
	Iteration 1F: 3 clusters Score -754829.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -755477.437500 Penalty: 2788.432373
	Iteration 2F: 3 clusters Score -755477.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -756288.500000 Penalty: 2788.432373
	Iteration 3F: 3 clusters Score -756288.5 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -756992.625000 Penalty: 2788.432373
	Iteration 4F: 3 clusters Score -756992.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -757371.312500 Penalty: 2788.432373
	Iteration 5F: 3 clusters Score -757371.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -757508.812500 Penalty: 2788.432373
	Iteration 6Q: 3 clusters Score -757508.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -757578.187500 Penalty: 2788.432373
	Iteration 7Q: 3 clusters Score -757578.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -757606.750000 Penalty: 2788.432373
	Iteration 8Q: 3 clusters Score -757606.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -757617.062500 Penalty: 2788.432373
	Iteration 9Q: 3 clusters Score -757617.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -757627.312500 Penalty: 2788.432373
	Iteration 10Q: 3 clusters Score -757627.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -757631.000000 Penalty: 2788.432373
	Iteration 11Q: 3 clusters Score -757631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -757633.812500 Penalty: 2788.432373
	Iteration 12Q: 3 clusters Score -757633.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -757638.187500 Penalty: 2788.432373
	Iteration 13Q: 3 clusters Score -757638.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -757638.625000 Penalty: 2788.432373
	Iteration 14Q: 3 clusters Score -757638.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -757639.437500 Penalty: 2788.432373
	Iteration 15Q: 3 clusters Score -757639.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -757641.687500 Penalty: 2788.432373
	Iteration 16Q: 3 clusters Score -757641.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -757642.812500 Penalty: 2788.432373
	Iteration 17Q: 3 clusters Score -757642.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -757642.812500 Penalty: 2788.432373
	Iteration 18F: 3 clusters Score -757642.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 21276 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 601 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 15283 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 18716 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 10011 members 
Mstep: Class 38 contains 18130 members 
Mstep: Class 39 contains 1841 members 
Mstep: Class 40 contains 2076 members 
Mstep: Class 41 contains 28632 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 1504 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 17465 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 1740 members 
Mstep: Class 49 contains 6001 members 
Mstep: Class 50 contains 34321 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2661 members 
Mstep: Class 55 contains 17005 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6265 members 
Mstep: Class 62 contains 35649 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4515 members 
Mstep: Class 65 contains 17424 members 
Mstep: Class 66 contains 1566 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 715 members 
Mstep: Class 69 contains 8835 members 
Mstep: Class 70 contains 652 members 
Mstep: Class 71 contains 909 members 
Mstep: Class 72 contains 13038 members 
Mstep: Class 73 contains 2923 members 
Mstep: Class 74 contains 20553 members 
Mstep: Class 75 contains 1024 members 
Mstep: Class 76 contains 19796 members 
Mstep: Class 77 contains 15245 members 
Mstep: Class 78 contains 3482 members 
Entering Unmasked Estep 
Score: -85899328.000000 Penalty: 168665.312500
Splitting cluster 39 changes total score from -85870488.000000 to -85899328.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 40 (2076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Entering Unmasked Estep 
Score: -305443.875000 Penalty: 1241.207275
	Iteration 0F: 2 clusters Score -305443.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -303291.125000 Penalty: 2482.414551
	Iteration 0F: 3 clusters Score -303291.1 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -303800.093750 Penalty: 2482.414551
	Iteration 1F: 3 clusters Score -303800.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -303916.531250 Penalty: 2482.414551
	Iteration 2F: 3 clusters Score -303916.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -303977.031250 Penalty: 2482.414551
	Iteration 3Q: 3 clusters Score -303977 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -304005.062500 Penalty: 2482.414551
	Iteration 4Q: 3 clusters Score -304005.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -304023.125000 Penalty: 2482.414551
	Iteration 5Q: 3 clusters Score -304023.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -304034.656250 Penalty: 2482.414551
	Iteration 6Q: 3 clusters Score -304034.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -304045.843750 Penalty: 2482.414551
	Iteration 7Q: 3 clusters Score -304045.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -304060.968750 Penalty: 2482.414551
	Iteration 8Q: 3 clusters Score -304061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -304071.937500 Penalty: 2482.414551
	Iteration 9Q: 3 clusters Score -304071.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -304080.843750 Penalty: 2482.414551
	Iteration 10Q: 3 clusters Score -304080.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -304090.687500 Penalty: 2482.414551
	Iteration 11Q: 3 clusters Score -304090.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -304101.125000 Penalty: 2482.414551
	Iteration 12Q: 3 clusters Score -304101.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -304106.187500 Penalty: 2482.414551
	Iteration 13Q: 3 clusters Score -304106.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -304110.968750 Penalty: 2482.414551
	Iteration 14Q: 3 clusters Score -304111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -304115.218750 Penalty: 2482.414551
	Iteration 15Q: 3 clusters Score -304115.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -304119.500000 Penalty: 2482.414551
	Iteration 16Q: 3 clusters Score -304119.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -304124.375000 Penalty: 2482.414551
	Iteration 17Q: 3 clusters Score -304124.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -304127.031250 Penalty: 2482.414551
	Iteration 18Q: 3 clusters Score -304127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -304127.656250 Penalty: 2482.414551
	Iteration 19Q: 3 clusters Score -304127.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -304129.437500 Penalty: 2482.414551
	Iteration 20F: 3 clusters Score -304129.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -304132.187500 Penalty: 2482.414551
	Iteration 21Q: 3 clusters Score -304132.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -304135.656250 Penalty: 2482.414551
	Iteration 22Q: 3 clusters Score -304135.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -304138.125000 Penalty: 2482.414551
	Iteration 23Q: 3 clusters Score -304138.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -304138.593750 Penalty: 2482.414551
	Iteration 24Q: 3 clusters Score -304138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -304140.750000 Penalty: 2482.414551
	Iteration 25Q: 3 clusters Score -304140.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -304141.343750 Penalty: 2482.414551
	Iteration 26Q: 3 clusters Score -304141.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -304143.968750 Penalty: 2482.414551
	Iteration 27Q: 3 clusters Score -304144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -304147.281250 Penalty: 2482.414551
	Iteration 28Q: 3 clusters Score -304147.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -304150.687500 Penalty: 2482.414551
	Iteration 29Q: 3 clusters Score -304150.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -304153.125000 Penalty: 2482.414551
	Iteration 30Q: 3 clusters Score -304153.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -304155.000000 Penalty: 2482.414551
	Iteration 31Q: 3 clusters Score -304155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -304158.656250 Penalty: 2482.414551
	Iteration 32Q: 3 clusters Score -304158.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -304162.968750 Penalty: 2482.414551
	Iteration 33Q: 3 clusters Score -304163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -304165.593750 Penalty: 2482.414551
	Iteration 34Q: 3 clusters Score -304165.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -304168.437500 Penalty: 2482.414551
	Iteration 35Q: 3 clusters Score -304168.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -304171.406250 Penalty: 2482.414551
	Iteration 36Q: 3 clusters Score -304171.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -304174.187500 Penalty: 2482.414551
	Iteration 37Q: 3 clusters Score -304174.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -304177.500000 Penalty: 2482.414551
	Iteration 38Q: 3 clusters Score -304177.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -304178.781250 Penalty: 2482.414551
	Iteration 39Q: 3 clusters Score -304178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -304179.718750 Penalty: 2482.414551
	Iteration 40F: 3 clusters Score -304179.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -304182.906250 Penalty: 2482.414551
	Iteration 41Q: 3 clusters Score -304182.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -304187.031250 Penalty: 2482.414551
	Iteration 42Q: 3 clusters Score -304187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -304191.375000 Penalty: 2482.414551
	Iteration 43Q: 3 clusters Score -304191.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -304195.906250 Penalty: 2482.414551
	Iteration 44Q: 3 clusters Score -304195.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -304200.437500 Penalty: 2482.414551
	Iteration 45Q: 3 clusters Score -304200.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -304214.593750 Penalty: 2482.414551
	Iteration 46Q: 3 clusters Score -304214.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -304239.750000 Penalty: 2482.414551
	Iteration 47Q: 3 clusters Score -304239.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -304260.000000 Penalty: 2482.414551
	Iteration 48Q: 3 clusters Score -304260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -304282.437500 Penalty: 2482.414551
	Iteration 49Q: 3 clusters Score -304282.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -304321.468750 Penalty: 2482.414551
	Iteration 50Q: 3 clusters Score -304321.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -304380.437500 Penalty: 2482.414551
	Iteration 51Q: 3 clusters Score -304380.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -304461.906250 Penalty: 2482.414551
	Iteration 52Q: 3 clusters Score -304461.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -304611.406250 Penalty: 2482.414551
	Iteration 53Q: 3 clusters Score -304611.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -304846.406250 Penalty: 2482.414551
	Iteration 54Q: 3 clusters Score -304846.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -305068.875000 Penalty: 2482.414551
	Iteration 55F: 3 clusters Score -305068.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -305201.156250 Penalty: 2482.414551
	Iteration 56Q: 3 clusters Score -305201.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -305298.750000 Penalty: 2482.414551
	Iteration 57Q: 3 clusters Score -305298.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -305389.406250 Penalty: 2482.414551
	Iteration 58Q: 3 clusters Score -305389.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -305472.406250 Penalty: 2482.414551
	Iteration 59Q: 3 clusters Score -305472.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -305512.500000 Penalty: 2482.414551
	Iteration 60F: 3 clusters Score -305512.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -305525.781250 Penalty: 2482.414551
	Iteration 61Q: 3 clusters Score -305525.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -305533.531250 Penalty: 2482.414551
	Iteration 62Q: 3 clusters Score -305533.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -305540.781250 Penalty: 2482.414551
	Iteration 63Q: 3 clusters Score -305540.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -305543.437500 Penalty: 2482.414551
	Iteration 64Q: 3 clusters Score -305543.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -305543.781250 Penalty: 2482.414551
	Iteration 65Q: 3 clusters Score -305543.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -305543.781250 Penalty: 2482.414551
	Iteration 66F: 3 clusters Score -305543.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 21276 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 601 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 15283 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 18716 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 10011 members 
Mstep: Class 38 contains 18130 members 
Mstep: Class 39 contains 1841 members 
Mstep: Class 40 contains 1170 members 
Mstep: Class 41 contains 28632 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 1504 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 17465 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 1740 members 
Mstep: Class 49 contains 6001 members 
Mstep: Class 50 contains 34321 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2661 members 
Mstep: Class 55 contains 17005 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6265 members 
Mstep: Class 62 contains 35649 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4515 members 
Mstep: Class 65 contains 17424 members 
Mstep: Class 66 contains 1566 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 715 members 
Mstep: Class 69 contains 8835 members 
Mstep: Class 70 contains 652 members 
Mstep: Class 71 contains 909 members 
Mstep: Class 72 contains 13038 members 
Mstep: Class 73 contains 2923 members 
Mstep: Class 74 contains 20553 members 
Mstep: Class 75 contains 1024 members 
Mstep: Class 76 contains 19796 members 
Mstep: Class 77 contains 15245 members 
Mstep: Class 78 contains 3482 members 
Mstep: Class 79 contains 906 members 
Entering Unmasked Estep 
Score: -85898480.000000 Penalty: 170827.687500
Splitting cluster 40 changes total score from -85870488.000000 to -85898480.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 41 (28632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Entering Unmasked Estep 
Score: -4366686.500000 Penalty: 1667.620605
	Iteration 0F: 2 clusters Score -4366686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -4350099.000000 Penalty: 3335.241211
	Iteration 0F: 3 clusters Score -4350099 nChanged 13234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -4357723.000000 Penalty: 3335.241211
	Iteration 1F: 3 clusters Score -4357723 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -4358411.500000 Penalty: 3335.241211
	Iteration 2F: 3 clusters Score -4358412 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -4359117.500000 Penalty: 3335.241211
	Iteration 3F: 3 clusters Score -4359118 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -4359787.000000 Penalty: 3335.241211
	Iteration 4F: 3 clusters Score -4359787 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -4360336.500000 Penalty: 3335.241211
	Iteration 5F: 3 clusters Score -4360336 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -4360824.500000 Penalty: 3335.241211
	Iteration 6F: 3 clusters Score -4360824 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -4361247.500000 Penalty: 3335.241211
	Iteration 7Q: 3 clusters Score -4361248 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -4361575.000000 Penalty: 3335.241211
	Iteration 8Q: 3 clusters Score -4361575 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -4361921.000000 Penalty: 3335.241211
	Iteration 9Q: 3 clusters Score -4361921 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -4362208.500000 Penalty: 3335.241211
	Iteration 10Q: 3 clusters Score -4362208 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -4362460.500000 Penalty: 3335.241211
	Iteration 11Q: 3 clusters Score -4362460 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -4362676.500000 Penalty: 3335.241211
	Iteration 12Q: 3 clusters Score -4362676 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -4362777.000000 Penalty: 3335.241211
	Iteration 13Q: 3 clusters Score -4362777 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -4362825.500000 Penalty: 3335.241211
	Iteration 14Q: 3 clusters Score -4362826 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -4362883.000000 Penalty: 3335.241211
	Iteration 15Q: 3 clusters Score -4362883 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -4362924.000000 Penalty: 3335.241211
	Iteration 16Q: 3 clusters Score -4362924 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -4362990.000000 Penalty: 3335.241211
	Iteration 17Q: 3 clusters Score -4362990 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -4363185.000000 Penalty: 3335.241211
	Iteration 18Q: 3 clusters Score -4363185 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -4363277.500000 Penalty: 3335.241211
	Iteration 19Q: 3 clusters Score -4363278 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -4363292.000000 Penalty: 3335.241211
	Iteration 20F: 3 clusters Score -4363292 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -4363277.500000 Penalty: 3335.241211
	Iteration 21Q: 3 clusters Score -4363278 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -4363262.500000 Penalty: 3335.241211
	Iteration 22Q: 3 clusters Score -4363262 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -4363192.500000 Penalty: 3335.241211
	Iteration 23Q: 3 clusters Score -4363192 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -4363182.500000 Penalty: 3335.241211
	Iteration 24Q: 3 clusters Score -4363182 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -4363153.500000 Penalty: 3335.241211
	Iteration 25Q: 3 clusters Score -4363154 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -4363167.500000 Penalty: 3335.241211
	Iteration 26Q: 3 clusters Score -4363168 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -4363238.000000 Penalty: 3335.241211
	Iteration 27Q: 3 clusters Score -4363238 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -4363286.500000 Penalty: 3335.241211
	Iteration 28Q: 3 clusters Score -4363286 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -4363333.500000 Penalty: 3335.241211
	Iteration 29Q: 3 clusters Score -4363334 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -4363398.000000 Penalty: 3335.241211
	Iteration 30Q: 3 clusters Score -4363398 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -4363467.000000 Penalty: 3335.241211
	Iteration 31Q: 3 clusters Score -4363467 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -4363560.000000 Penalty: 3335.241211
	Iteration 32Q: 3 clusters Score -4363560 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -4363627.000000 Penalty: 3335.241211
	Iteration 33Q: 3 clusters Score -4363627 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -4363674.000000 Penalty: 3335.241211
	Iteration 34Q: 3 clusters Score -4363674 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -4363771.500000 Penalty: 3335.241211
	Iteration 35Q: 3 clusters Score -4363772 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -4363857.500000 Penalty: 3335.241211
	Iteration 36Q: 3 clusters Score -4363858 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -4363917.000000 Penalty: 3335.241211
	Iteration 37Q: 3 clusters Score -4363917 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -4363998.000000 Penalty: 3335.241211
	Iteration 38Q: 3 clusters Score -4363998 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -4364081.500000 Penalty: 3335.241211
	Iteration 39Q: 3 clusters Score -4364082 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -4364156.500000 Penalty: 3335.241211
	Iteration 40F: 3 clusters Score -4364156 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -4364213.000000 Penalty: 3335.241211
	Iteration 41Q: 3 clusters Score -4364213 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -4364306.500000 Penalty: 3335.241211
	Iteration 42Q: 3 clusters Score -4364306 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -4364371.500000 Penalty: 3335.241211
	Iteration 43Q: 3 clusters Score -4364372 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -4364415.500000 Penalty: 3335.241211
	Iteration 44Q: 3 clusters Score -4364416 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -4364449.500000 Penalty: 3335.241211
	Iteration 45Q: 3 clusters Score -4364450 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -4364504.500000 Penalty: 3335.241211
	Iteration 46Q: 3 clusters Score -4364504 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -4364544.500000 Penalty: 3335.241211
	Iteration 47Q: 3 clusters Score -4364544 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -4364579.000000 Penalty: 3335.241211
	Iteration 48Q: 3 clusters Score -4364579 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -4364594.500000 Penalty: 3335.241211
	Iteration 49Q: 3 clusters Score -4364594 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -4364638.500000 Penalty: 3335.241211
	Iteration 50Q: 3 clusters Score -4364638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -4364669.500000 Penalty: 3335.241211
	Iteration 51Q: 3 clusters Score -4364670 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -4364676.500000 Penalty: 3335.241211
	Iteration 52Q: 3 clusters Score -4364676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -4364695.500000 Penalty: 3335.241211
	Iteration 53Q: 3 clusters Score -4364696 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -4364703.000000 Penalty: 3335.241211
	Iteration 54Q: 3 clusters Score -4364703 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -4364720.000000 Penalty: 3335.241211
	Iteration 55Q: 3 clusters Score -4364720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -4364734.500000 Penalty: 3335.241211
	Iteration 56Q: 3 clusters Score -4364734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -4364739.500000 Penalty: 3335.241211
	Iteration 57Q: 3 clusters Score -4364740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -4364747.000000 Penalty: 3335.241211
	Iteration 58Q: 3 clusters Score -4364747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -4364758.500000 Penalty: 3335.241211
	Iteration 59Q: 3 clusters Score -4364758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -4364759.500000 Penalty: 3335.241211
	Iteration 60F: 3 clusters Score -4364760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -4364752.500000 Penalty: 3335.241211
	Iteration 61Q: 3 clusters Score -4364752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -4364765.000000 Penalty: 3335.241211
	Iteration 62Q: 3 clusters Score -4364765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -4364762.000000 Penalty: 3335.241211
	Iteration 63Q: 3 clusters Score -4364762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -4364761.500000 Penalty: 3335.241211
	Iteration 64Q: 3 clusters Score -4364762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -4364764.500000 Penalty: 3335.241211
	Iteration 65Q: 3 clusters Score -4364764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -4364771.000000 Penalty: 3335.241211
	Iteration 66Q: 3 clusters Score -4364771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -4364763.000000 Penalty: 3335.241211
	Iteration 67Q: 3 clusters Score -4364763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -4364772.000000 Penalty: 3335.241211
	Iteration 68Q: 3 clusters Score -4364772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -4364775.000000 Penalty: 3335.241211
	Iteration 69Q: 3 clusters Score -4364775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -4364778.500000 Penalty: 3335.241211
	Iteration 70Q: 3 clusters Score -4364778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -4364780.500000 Penalty: 3335.241211
	Iteration 71Q: 3 clusters Score -4364780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -4364780.000000 Penalty: 3335.241211
	Iteration 72Q: 3 clusters Score -4364780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -4364787.500000 Penalty: 3335.241211
	Iteration 73Q: 3 clusters Score -4364788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -4364793.500000 Penalty: 3335.241211
	Iteration 74Q: 3 clusters Score -4364794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -4364800.000000 Penalty: 3335.241211
	Iteration 75Q: 3 clusters Score -4364800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -4364811.000000 Penalty: 3335.241211
	Iteration 76Q: 3 clusters Score -4364811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -4364820.500000 Penalty: 3335.241211
	Iteration 77Q: 3 clusters Score -4364820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -4364824.000000 Penalty: 3335.241211
	Iteration 78Q: 3 clusters Score -4364824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -4364824.000000 Penalty: 3335.241211
	Iteration 79Q: 3 clusters Score -4364824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -4364825.500000 Penalty: 3335.241211
	Iteration 80F: 3 clusters Score -4364826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -4364829.000000 Penalty: 3335.241211
	Iteration 81Q: 3 clusters Score -4364829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -4364827.500000 Penalty: 3335.241211
	Iteration 82Q: 3 clusters Score -4364828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -4364828.500000 Penalty: 3335.241211
	Iteration 83Q: 3 clusters Score -4364828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -4364828.500000 Penalty: 3335.241211
	Iteration 84F: 3 clusters Score -4364828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -184954.984375 Penalty: 1184.228516
	Iteration 0F: 2 clusters Score -184955 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 739 members 
Entering Unmasked Estep 
Score: -183255.812500 Penalty: 2368.457031
	Iteration 0F: 3 clusters Score -183255.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -183758.187500 Penalty: 2368.457031
	Iteration 1F: 3 clusters Score -183758.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -184034.796875 Penalty: 2368.457031
	Iteration 2F: 3 clusters Score -184034.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -184259.671875 Penalty: 2368.457031
	Iteration 3F: 3 clusters Score -184259.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -184370.703125 Penalty: 2368.457031
	Iteration 4F: 3 clusters Score -184370.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -184437.062500 Penalty: 2368.457031
	Iteration 5Q: 3 clusters Score -184437.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -184491.468750 Penalty: 2368.457031
	Iteration 6Q: 3 clusters Score -184491.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -184550.953125 Penalty: 2368.457031
	Iteration 7Q: 3 clusters Score -184551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -184594.390625 Penalty: 2368.457031
	Iteration 8Q: 3 clusters Score -184594.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -184613.203125 Penalty: 2368.457031
	Iteration 9Q: 3 clusters Score -184613.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -184616.500000 Penalty: 2368.457031
	Iteration 10Q: 3 clusters Score -184616.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -184618.375000 Penalty: 2368.457031
	Iteration 11Q: 3 clusters Score -184618.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -184625.171875 Penalty: 2368.457031
	Iteration 12Q: 3 clusters Score -184625.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -184626.750000 Penalty: 2368.457031
	Iteration 13Q: 3 clusters Score -184626.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -184627.046875 Penalty: 2368.457031
	Iteration 14Q: 3 clusters Score -184627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -184627.046875 Penalty: 2368.457031
	Iteration 15F: 3 clusters Score -184627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Entering Unmasked Estep 
Score: -182794.484375 Penalty: 1188.831055
	Iteration 0F: 2 clusters Score -182794.5 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 766 members 
Entering Unmasked Estep 
Score: -181055.234375 Penalty: 2377.662109
	Iteration 0F: 3 clusters Score -181055.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -181557.312500 Penalty: 2377.662109
	Iteration 1F: 3 clusters Score -181557.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -181901.312500 Penalty: 2377.662109
	Iteration 2F: 3 clusters Score -181901.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -182243.546875 Penalty: 2377.662109
	Iteration 3F: 3 clusters Score -182243.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -182612.937500 Penalty: 2377.662109
	Iteration 4F: 3 clusters Score -182612.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -182817.296875 Penalty: 2377.662109
	Iteration 5F: 3 clusters Score -182817.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -182893.250000 Penalty: 2377.662109
	Iteration 6Q: 3 clusters Score -182893.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -182932.609375 Penalty: 2377.662109
	Iteration 7Q: 3 clusters Score -182932.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -182964.718750 Penalty: 2377.662109
	Iteration 8Q: 3 clusters Score -182964.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -182983.640625 Penalty: 2377.662109
	Iteration 9Q: 3 clusters Score -182983.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -182992.015625 Penalty: 2377.662109
	Iteration 10Q: 3 clusters Score -182992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -182994.921875 Penalty: 2377.662109
	Iteration 11Q: 3 clusters Score -182994.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -182997.937500 Penalty: 2377.662109
	Iteration 12Q: 3 clusters Score -182997.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -182998.171875 Penalty: 2377.662109
	Iteration 13Q: 3 clusters Score -182998.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -182998.453125 Penalty: 2377.662109
	Iteration 14Q: 3 clusters Score -182998.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -182998.453125 Penalty: 2377.662109
	Iteration 15F: 3 clusters Score -182998.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 21276 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 601 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 15283 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 18716 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 10011 members 
Mstep: Class 38 contains 18130 members 
Mstep: Class 39 contains 1841 members 
Mstep: Class 40 contains 1170 members 
Mstep: Class 41 contains 28632 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 564 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 17465 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 1740 members 
Mstep: Class 49 contains 6001 members 
Mstep: Class 50 contains 34321 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2661 members 
Mstep: Class 55 contains 17005 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6265 members 
Mstep: Class 62 contains 35649 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4515 members 
Mstep: Class 65 contains 17424 members 
Mstep: Class 66 contains 1566 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 715 members 
Mstep: Class 69 contains 8835 members 
Mstep: Class 70 contains 652 members 
Mstep: Class 71 contains 909 members 
Mstep: Class 72 contains 13038 members 
Mstep: Class 73 contains 2923 members 
Mstep: Class 74 contains 20553 members 
Mstep: Class 75 contains 1024 members 
Mstep: Class 76 contains 19796 members 
Mstep: Class 77 contains 15245 members 
Mstep: Class 78 contains 3482 members 
Mstep: Class 79 contains 906 members 
Mstep: Class 80 contains 940 members 
Entering Unmasked Estep 
Score: -85897664.000000 Penalty: 172990.062500
Splitting cluster 43 changes total score from -85870488.000000 to -85897664.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 44 (5105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Entering Unmasked Estep 
Score: -709989.812500 Penalty: 1387.421021
	Iteration 0F: 2 clusters Score -709989.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -705931.187500 Penalty: 2774.842041
	Iteration 0F: 3 clusters Score -705931.2 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -707056.687500 Penalty: 2774.842041
	Iteration 1F: 3 clusters Score -707056.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -707249.562500 Penalty: 2774.842041
	Iteration 2F: 3 clusters Score -707249.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -707386.875000 Penalty: 2774.842041
	Iteration 3F: 3 clusters Score -707386.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -707490.937500 Penalty: 2774.842041
	Iteration 4Q: 3 clusters Score -707490.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -707571.562500 Penalty: 2774.842041
	Iteration 5Q: 3 clusters Score -707571.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -707641.437500 Penalty: 2774.842041
	Iteration 6Q: 3 clusters Score -707641.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -707707.000000 Penalty: 2774.842041
	Iteration 7Q: 3 clusters Score -707707 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -707758.625000 Penalty: 2774.842041
	Iteration 8Q: 3 clusters Score -707758.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -707798.875000 Penalty: 2774.842041
	Iteration 9Q: 3 clusters Score -707798.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -707842.500000 Penalty: 2774.842041
	Iteration 10Q: 3 clusters Score -707842.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -707888.500000 Penalty: 2774.842041
	Iteration 11Q: 3 clusters Score -707888.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -707935.375000 Penalty: 2774.842041
	Iteration 12Q: 3 clusters Score -707935.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -707981.625000 Penalty: 2774.842041
	Iteration 13Q: 3 clusters Score -707981.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -708030.875000 Penalty: 2774.842041
	Iteration 14Q: 3 clusters Score -708030.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -708088.750000 Penalty: 2774.842041
	Iteration 15Q: 3 clusters Score -708088.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -708138.437500 Penalty: 2774.842041
	Iteration 16Q: 3 clusters Score -708138.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -708193.625000 Penalty: 2774.842041
	Iteration 17Q: 3 clusters Score -708193.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -708242.687500 Penalty: 2774.842041
	Iteration 18Q: 3 clusters Score -708242.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -708286.562500 Penalty: 2774.842041
	Iteration 19Q: 3 clusters Score -708286.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -708338.937500 Penalty: 2774.842041
	Iteration 20F: 3 clusters Score -708338.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -708391.875000 Penalty: 2774.842041
	Iteration 21Q: 3 clusters Score -708391.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -708442.062500 Penalty: 2774.842041
	Iteration 22Q: 3 clusters Score -708442.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -708480.187500 Penalty: 2774.842041
	Iteration 23Q: 3 clusters Score -708480.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -708511.625000 Penalty: 2774.842041
	Iteration 24Q: 3 clusters Score -708511.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -708542.937500 Penalty: 2774.842041
	Iteration 25Q: 3 clusters Score -708542.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -708576.250000 Penalty: 2774.842041
	Iteration 26Q: 3 clusters Score -708576.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -708602.875000 Penalty: 2774.842041
	Iteration 27Q: 3 clusters Score -708602.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -708623.375000 Penalty: 2774.842041
	Iteration 28Q: 3 clusters Score -708623.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -708645.125000 Penalty: 2774.842041
	Iteration 29Q: 3 clusters Score -708645.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -708663.125000 Penalty: 2774.842041
	Iteration 30Q: 3 clusters Score -708663.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -708677.625000 Penalty: 2774.842041
	Iteration 31Q: 3 clusters Score -708677.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -708691.437500 Penalty: 2774.842041
	Iteration 32Q: 3 clusters Score -708691.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -708703.625000 Penalty: 2774.842041
	Iteration 33Q: 3 clusters Score -708703.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -708723.625000 Penalty: 2774.842041
	Iteration 34Q: 3 clusters Score -708723.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -708734.937500 Penalty: 2774.842041
	Iteration 35Q: 3 clusters Score -708734.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -708740.937500 Penalty: 2774.842041
	Iteration 36Q: 3 clusters Score -708740.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -708750.625000 Penalty: 2774.842041
	Iteration 37Q: 3 clusters Score -708750.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -708756.875000 Penalty: 2774.842041
	Iteration 38Q: 3 clusters Score -708756.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -708761.500000 Penalty: 2774.842041
	Iteration 39Q: 3 clusters Score -708761.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -708770.812500 Penalty: 2774.842041
	Iteration 40F: 3 clusters Score -708770.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -708778.937500 Penalty: 2774.842041
	Iteration 41Q: 3 clusters Score -708778.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -708782.687500 Penalty: 2774.842041
	Iteration 42Q: 3 clusters Score -708782.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -708790.125000 Penalty: 2774.842041
	Iteration 43Q: 3 clusters Score -708790.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -708799.500000 Penalty: 2774.842041
	Iteration 44Q: 3 clusters Score -708799.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -708804.562500 Penalty: 2774.842041
	Iteration 45Q: 3 clusters Score -708804.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -708811.062500 Penalty: 2774.842041
	Iteration 46Q: 3 clusters Score -708811.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -708817.750000 Penalty: 2774.842041
	Iteration 47Q: 3 clusters Score -708817.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -708825.062500 Penalty: 2774.842041
	Iteration 48Q: 3 clusters Score -708825.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -708830.875000 Penalty: 2774.842041
	Iteration 49Q: 3 clusters Score -708830.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -708834.312500 Penalty: 2774.842041
	Iteration 50Q: 3 clusters Score -708834.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -708835.500000 Penalty: 2774.842041
	Iteration 51Q: 3 clusters Score -708835.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -708836.687500 Penalty: 2774.842041
	Iteration 52Q: 3 clusters Score -708836.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -708838.875000 Penalty: 2774.842041
	Iteration 53Q: 3 clusters Score -708838.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -708839.000000 Penalty: 2774.842041
	Iteration 54Q: 3 clusters Score -708839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -708839.000000 Penalty: 2774.842041
	Iteration 55F: 3 clusters Score -708839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Entering Unmasked Estep 
Score: -1994548.250000 Penalty: 1544.481445
	Iteration 0F: 2 clusters Score -1994548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1985226.250000 Penalty: 3088.962891
	Iteration 0F: 3 clusters Score -1985226 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1988441.625000 Penalty: 3088.962891
	Iteration 1F: 3 clusters Score -1988442 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1988713.250000 Penalty: 3088.962891
	Iteration 2F: 3 clusters Score -1988713 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1988936.625000 Penalty: 3088.962891
	Iteration 3Q: 3 clusters Score -1988937 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1989158.500000 Penalty: 3088.962891
	Iteration 4Q: 3 clusters Score -1989158 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1989388.375000 Penalty: 3088.962891
	Iteration 5Q: 3 clusters Score -1989388 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1989650.875000 Penalty: 3088.962891
	Iteration 6Q: 3 clusters Score -1989651 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1989946.625000 Penalty: 3088.962891
	Iteration 7Q: 3 clusters Score -1989947 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1990239.000000 Penalty: 3088.962891
	Iteration 8Q: 3 clusters Score -1990239 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1990563.375000 Penalty: 3088.962891
	Iteration 9Q: 3 clusters Score -1990563 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1990926.750000 Penalty: 3088.962891
	Iteration 10Q: 3 clusters Score -1990927 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1991331.750000 Penalty: 3088.962891
	Iteration 11Q: 3 clusters Score -1991332 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1991726.750000 Penalty: 3088.962891
	Iteration 12Q: 3 clusters Score -1991727 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1992081.750000 Penalty: 3088.962891
	Iteration 13Q: 3 clusters Score -1992082 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1992403.000000 Penalty: 3088.962891
	Iteration 14Q: 3 clusters Score -1992403 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1992654.375000 Penalty: 3088.962891
	Iteration 15Q: 3 clusters Score -1992654 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1992823.375000 Penalty: 3088.962891
	Iteration 16Q: 3 clusters Score -1992823 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1992948.375000 Penalty: 3088.962891
	Iteration 17Q: 3 clusters Score -1992948 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1993021.625000 Penalty: 3088.962891
	Iteration 18Q: 3 clusters Score -1993022 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1993058.125000 Penalty: 3088.962891
	Iteration 19Q: 3 clusters Score -1993058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1993094.500000 Penalty: 3088.962891
	Iteration 20F: 3 clusters Score -1993094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1993118.625000 Penalty: 3088.962891
	Iteration 21Q: 3 clusters Score -1993119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1993143.750000 Penalty: 3088.962891
	Iteration 22Q: 3 clusters Score -1993144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1993159.250000 Penalty: 3088.962891
	Iteration 23Q: 3 clusters Score -1993159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1993174.000000 Penalty: 3088.962891
	Iteration 24Q: 3 clusters Score -1993174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1993186.875000 Penalty: 3088.962891
	Iteration 25Q: 3 clusters Score -1993187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1993192.750000 Penalty: 3088.962891
	Iteration 26Q: 3 clusters Score -1993193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1993201.250000 Penalty: 3088.962891
	Iteration 27Q: 3 clusters Score -1993201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1993206.500000 Penalty: 3088.962891
	Iteration 28Q: 3 clusters Score -1993206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1993209.125000 Penalty: 3088.962891
	Iteration 29Q: 3 clusters Score -1993209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1993210.125000 Penalty: 3088.962891
	Iteration 30Q: 3 clusters Score -1993210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1993213.500000 Penalty: 3088.962891
	Iteration 31Q: 3 clusters Score -1993214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1993215.500000 Penalty: 3088.962891
	Iteration 32Q: 3 clusters Score -1993216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1993213.750000 Penalty: 3088.962891
	Iteration 33Q: 3 clusters Score -1993214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1993213.750000 Penalty: 3088.962891
	Iteration 34Q: 3 clusters Score -1993214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1993215.125000 Penalty: 3088.962891
	Iteration 35Q: 3 clusters Score -1993215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1993216.500000 Penalty: 3088.962891
	Iteration 36Q: 3 clusters Score -1993216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1993216.500000 Penalty: 3088.962891
	Iteration 37F: 3 clusters Score -1993216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (17465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Entering Unmasked Estep 
Score: -2644520.250000 Penalty: 1587.292480
	Iteration 0F: 2 clusters Score -2644520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2632675.250000 Penalty: 3174.584961
	Iteration 0F: 3 clusters Score -2632675 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2636912.500000 Penalty: 3174.584961
	Iteration 1F: 3 clusters Score -2636912 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2637437.000000 Penalty: 3174.584961
	Iteration 2F: 3 clusters Score -2637437 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2638109.750000 Penalty: 3174.584961
	Iteration 3F: 3 clusters Score -2638110 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2639001.750000 Penalty: 3174.584961
	Iteration 4F: 3 clusters Score -2639002 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2640004.000000 Penalty: 3174.584961
	Iteration 5F: 3 clusters Score -2640004 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2640983.250000 Penalty: 3174.584961
	Iteration 6F: 3 clusters Score -2640983 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2641934.250000 Penalty: 3174.584961
	Iteration 7F: 3 clusters Score -2641934 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2642804.250000 Penalty: 3174.584961
	Iteration 8F: 3 clusters Score -2642804 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2643708.750000 Penalty: 3174.584961
	Iteration 9Q: 3 clusters Score -2643709 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2644516.750000 Penalty: 3174.584961
	Iteration 10Q: 3 clusters Score -2644517 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2644996.750000 Penalty: 3174.584961
	Iteration 11Q: 3 clusters Score -2644997 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2645156.750000 Penalty: 3174.584961
	Iteration 12Q: 3 clusters Score -2645157 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2645219.750000 Penalty: 3174.584961
	Iteration 13Q: 3 clusters Score -2645220 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2645254.000000 Penalty: 3174.584961
	Iteration 14Q: 3 clusters Score -2645254 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2645265.000000 Penalty: 3174.584961
	Iteration 15Q: 3 clusters Score -2645265 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2645271.500000 Penalty: 3174.584961
	Iteration 16Q: 3 clusters Score -2645272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2645281.250000 Penalty: 3174.584961
	Iteration 17Q: 3 clusters Score -2645281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2645285.500000 Penalty: 3174.584961
	Iteration 18Q: 3 clusters Score -2645286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2645285.000000 Penalty: 3174.584961
	Iteration 19Q: 3 clusters Score -2645285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2645286.250000 Penalty: 3174.584961
	Iteration 20F: 3 clusters Score -2645286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2645286.250000 Penalty: 3174.584961
	Iteration 21Q: 3 clusters Score -2645286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2645289.250000 Penalty: 3174.584961
	Iteration 22Q: 3 clusters Score -2645289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2645287.750000 Penalty: 3174.584961
	Iteration 23Q: 3 clusters Score -2645288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2645283.750000 Penalty: 3174.584961
	Iteration 24Q: 3 clusters Score -2645284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2645286.000000 Penalty: 3174.584961
	Iteration 25Q: 3 clusters Score -2645286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2645288.500000 Penalty: 3174.584961
	Iteration 26Q: 3 clusters Score -2645288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2645290.250000 Penalty: 3174.584961
	Iteration 27Q: 3 clusters Score -2645290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2645286.250000 Penalty: 3174.584961
	Iteration 28Q: 3 clusters Score -2645286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2645286.250000 Penalty: 3174.584961
	Iteration 29F: 3 clusters Score -2645286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 21276 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 601 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 15283 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 18716 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 10011 members 
Mstep: Class 38 contains 18130 members 
Mstep: Class 39 contains 1841 members 
Mstep: Class 40 contains 1170 members 
Mstep: Class 41 contains 28632 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 564 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 12699 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 1740 members 
Mstep: Class 49 contains 6001 members 
Mstep: Class 50 contains 34321 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2661 members 
Mstep: Class 55 contains 17005 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6265 members 
Mstep: Class 62 contains 35649 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4515 members 
Mstep: Class 65 contains 17424 members 
Mstep: Class 66 contains 1566 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 715 members 
Mstep: Class 69 contains 8835 members 
Mstep: Class 70 contains 652 members 
Mstep: Class 71 contains 909 members 
Mstep: Class 72 contains 13038 members 
Mstep: Class 73 contains 2923 members 
Mstep: Class 74 contains 20553 members 
Mstep: Class 75 contains 1024 members 
Mstep: Class 76 contains 19796 members 
Mstep: Class 77 contains 15245 members 
Mstep: Class 78 contains 3482 members 
Mstep: Class 79 contains 906 members 
Mstep: Class 80 contains 940 members 
Mstep: Class 81 contains 4766 members 
Entering Unmasked Estep 
Score: -85897968.000000 Penalty: 175152.437500
Splitting cluster 46 changes total score from -85870488.000000 to -85897968.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 47 (3852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Entering Unmasked Estep 
Score: -540681.625000 Penalty: 1341.656494
	Iteration 0F: 2 clusters Score -540681.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -537455.687500 Penalty: 2683.312988
	Iteration 0F: 3 clusters Score -537455.7 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -538436.187500 Penalty: 2683.312988
	Iteration 1F: 3 clusters Score -538436.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -538757.937500 Penalty: 2683.312988
	Iteration 2F: 3 clusters Score -538757.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -538987.375000 Penalty: 2683.312988
	Iteration 3F: 3 clusters Score -538987.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -539145.937500 Penalty: 2683.312988
	Iteration 4F: 3 clusters Score -539145.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -539264.937500 Penalty: 2683.312988
	Iteration 5Q: 3 clusters Score -539264.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -539357.625000 Penalty: 2683.312988
	Iteration 6Q: 3 clusters Score -539357.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -539421.937500 Penalty: 2683.312988
	Iteration 7Q: 3 clusters Score -539421.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -539483.625000 Penalty: 2683.312988
	Iteration 8Q: 3 clusters Score -539483.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -539545.687500 Penalty: 2683.312988
	Iteration 9Q: 3 clusters Score -539545.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -539610.250000 Penalty: 2683.312988
	Iteration 10Q: 3 clusters Score -539610.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -539666.000000 Penalty: 2683.312988
	Iteration 11Q: 3 clusters Score -539666 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -539730.687500 Penalty: 2683.312988
	Iteration 12Q: 3 clusters Score -539730.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -539782.062500 Penalty: 2683.312988
	Iteration 13Q: 3 clusters Score -539782.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -539825.375000 Penalty: 2683.312988
	Iteration 14Q: 3 clusters Score -539825.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -539866.125000 Penalty: 2683.312988
	Iteration 15Q: 3 clusters Score -539866.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -539890.375000 Penalty: 2683.312988
	Iteration 16Q: 3 clusters Score -539890.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -539904.062500 Penalty: 2683.312988
	Iteration 17Q: 3 clusters Score -539904.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -539913.500000 Penalty: 2683.312988
	Iteration 18Q: 3 clusters Score -539913.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -539923.000000 Penalty: 2683.312988
	Iteration 19Q: 3 clusters Score -539923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -539932.187500 Penalty: 2683.312988
	Iteration 20F: 3 clusters Score -539932.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -539945.125000 Penalty: 2683.312988
	Iteration 21Q: 3 clusters Score -539945.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -539955.062500 Penalty: 2683.312988
	Iteration 22Q: 3 clusters Score -539955.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -539968.437500 Penalty: 2683.312988
	Iteration 23Q: 3 clusters Score -539968.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -539975.312500 Penalty: 2683.312988
	Iteration 24Q: 3 clusters Score -539975.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -539980.500000 Penalty: 2683.312988
	Iteration 25Q: 3 clusters Score -539980.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -539986.500000 Penalty: 2683.312988
	Iteration 26Q: 3 clusters Score -539986.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -539993.125000 Penalty: 2683.312988
	Iteration 27Q: 3 clusters Score -539993.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -539996.062500 Penalty: 2683.312988
	Iteration 28Q: 3 clusters Score -539996.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -540003.125000 Penalty: 2683.312988
	Iteration 29Q: 3 clusters Score -540003.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -540009.375000 Penalty: 2683.312988
	Iteration 30Q: 3 clusters Score -540009.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -540015.562500 Penalty: 2683.312988
	Iteration 31Q: 3 clusters Score -540015.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -540024.000000 Penalty: 2683.312988
	Iteration 32Q: 3 clusters Score -540024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -540034.750000 Penalty: 2683.312988
	Iteration 33Q: 3 clusters Score -540034.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -540043.437500 Penalty: 2683.312988
	Iteration 34Q: 3 clusters Score -540043.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -540052.687500 Penalty: 2683.312988
	Iteration 35Q: 3 clusters Score -540052.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -540057.625000 Penalty: 2683.312988
	Iteration 36Q: 3 clusters Score -540057.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -540063.062500 Penalty: 2683.312988
	Iteration 37Q: 3 clusters Score -540063.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -540077.687500 Penalty: 2683.312988
	Iteration 38Q: 3 clusters Score -540077.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -540087.312500 Penalty: 2683.312988
	Iteration 39Q: 3 clusters Score -540087.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -540094.500000 Penalty: 2683.312988
	Iteration 40F: 3 clusters Score -540094.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -540100.562500 Penalty: 2683.312988
	Iteration 41Q: 3 clusters Score -540100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -540100.062500 Penalty: 2683.312988
	Iteration 42Q: 3 clusters Score -540100.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -540101.312500 Penalty: 2683.312988
	Iteration 43Q: 3 clusters Score -540101.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -540101.187500 Penalty: 2683.312988
	Iteration 44Q: 3 clusters Score -540101.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -540101.187500 Penalty: 2683.312988
	Iteration 45F: 3 clusters Score -540101.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -221737.468750 Penalty: 1212.516602
	Iteration 0F: 2 clusters Score -221737.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -219823.484375 Penalty: 2425.033203
	Iteration 0F: 3 clusters Score -219823.5 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -220299.875000 Penalty: 2425.033203
	Iteration 1F: 3 clusters Score -220299.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -220429.578125 Penalty: 2425.033203
	Iteration 2F: 3 clusters Score -220429.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -220523.500000 Penalty: 2425.033203
	Iteration 3Q: 3 clusters Score -220523.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -220609.906250 Penalty: 2425.033203
	Iteration 4Q: 3 clusters Score -220609.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -220700.656250 Penalty: 2425.033203
	Iteration 5Q: 3 clusters Score -220700.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -220797.718750 Penalty: 2425.033203
	Iteration 6Q: 3 clusters Score -220797.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -220887.375000 Penalty: 2425.033203
	Iteration 7Q: 3 clusters Score -220887.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -220983.765625 Penalty: 2425.033203
	Iteration 8Q: 3 clusters Score -220983.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -221141.078125 Penalty: 2425.033203
	Iteration 9Q: 3 clusters Score -221141.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -221343.531250 Penalty: 2425.033203
	Iteration 10F: 3 clusters Score -221343.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -221557.468750 Penalty: 2425.033203
	Iteration 11F: 3 clusters Score -221557.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -221701.625000 Penalty: 2425.033203
	Iteration 12Q: 3 clusters Score -221701.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -221805.109375 Penalty: 2425.033203
	Iteration 13Q: 3 clusters Score -221805.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -221870.734375 Penalty: 2425.033203
	Iteration 14Q: 3 clusters Score -221870.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -221921.296875 Penalty: 2425.033203
	Iteration 15Q: 3 clusters Score -221921.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -221959.390625 Penalty: 2425.033203
	Iteration 16Q: 3 clusters Score -221959.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -221990.656250 Penalty: 2425.033203
	Iteration 17Q: 3 clusters Score -221990.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -222006.906250 Penalty: 2425.033203
	Iteration 18Q: 3 clusters Score -222006.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -222017.250000 Penalty: 2425.033203
	Iteration 19Q: 3 clusters Score -222017.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -222030.468750 Penalty: 2425.033203
	Iteration 20F: 3 clusters Score -222030.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -222036.671875 Penalty: 2425.033203
	Iteration 21Q: 3 clusters Score -222036.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -222043.656250 Penalty: 2425.033203
	Iteration 22Q: 3 clusters Score -222043.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -222048.828125 Penalty: 2425.033203
	Iteration 23Q: 3 clusters Score -222048.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -222051.203125 Penalty: 2425.033203
	Iteration 24Q: 3 clusters Score -222051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -222052.671875 Penalty: 2425.033203
	Iteration 25Q: 3 clusters Score -222052.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -222052.671875 Penalty: 2425.033203
	Iteration 26F: 3 clusters Score -222052.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 21276 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 601 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 15283 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 18716 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 10011 members 
Mstep: Class 38 contains 18130 members 
Mstep: Class 39 contains 1841 members 
Mstep: Class 40 contains 1170 members 
Mstep: Class 41 contains 28632 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 564 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 12699 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 959 members 
Mstep: Class 49 contains 6001 members 
Mstep: Class 50 contains 34321 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2661 members 
Mstep: Class 55 contains 17005 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6265 members 
Mstep: Class 62 contains 35649 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4515 members 
Mstep: Class 65 contains 17424 members 
Mstep: Class 66 contains 1566 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 715 members 
Mstep: Class 69 contains 8835 members 
Mstep: Class 70 contains 652 members 
Mstep: Class 71 contains 909 members 
Mstep: Class 72 contains 13038 members 
Mstep: Class 73 contains 2923 members 
Mstep: Class 74 contains 20553 members 
Mstep: Class 75 contains 1024 members 
Mstep: Class 76 contains 19796 members 
Mstep: Class 77 contains 15245 members 
Mstep: Class 78 contains 3482 members 
Mstep: Class 79 contains 906 members 
Mstep: Class 80 contains 940 members 
Mstep: Class 81 contains 4766 members 
Mstep: Class 82 contains 781 members 
Entering Unmasked Estep 
Score: -85897264.000000 Penalty: 177314.812500
Splitting cluster 48 changes total score from -85870488.000000 to -85897264.000000
So it's getting split into cluster 82.
Entering ConstructFrom: 
Trying to split cluster 49 (6001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Entering Unmasked Estep 
Score: -766111.625000 Penalty: 1413.698242
	Iteration 0F: 2 clusters Score -766111.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -761497.562500 Penalty: 2827.396484
	Iteration 0F: 3 clusters Score -761497.6 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -762927.625000 Penalty: 2827.396484
	Iteration 1F: 3 clusters Score -762927.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -763182.437500 Penalty: 2827.396484
	Iteration 2F: 3 clusters Score -763182.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -763358.250000 Penalty: 2827.396484
	Iteration 3F: 3 clusters Score -763358.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -763486.437500 Penalty: 2827.396484
	Iteration 4Q: 3 clusters Score -763486.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -763583.187500 Penalty: 2827.396484
	Iteration 5Q: 3 clusters Score -763583.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -763665.812500 Penalty: 2827.396484
	Iteration 6Q: 3 clusters Score -763665.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -763741.187500 Penalty: 2827.396484
	Iteration 7Q: 3 clusters Score -763741.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -763813.375000 Penalty: 2827.396484
	Iteration 8Q: 3 clusters Score -763813.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -763895.562500 Penalty: 2827.396484
	Iteration 9Q: 3 clusters Score -763895.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -763986.187500 Penalty: 2827.396484
	Iteration 10Q: 3 clusters Score -763986.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -764076.375000 Penalty: 2827.396484
	Iteration 11Q: 3 clusters Score -764076.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -764169.562500 Penalty: 2827.396484
	Iteration 12Q: 3 clusters Score -764169.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -764240.312500 Penalty: 2827.396484
	Iteration 13Q: 3 clusters Score -764240.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -764310.562500 Penalty: 2827.396484
	Iteration 14Q: 3 clusters Score -764310.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -764382.937500 Penalty: 2827.396484
	Iteration 15Q: 3 clusters Score -764382.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -764442.687500 Penalty: 2827.396484
	Iteration 16Q: 3 clusters Score -764442.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -764496.312500 Penalty: 2827.396484
	Iteration 17Q: 3 clusters Score -764496.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -764541.437500 Penalty: 2827.396484
	Iteration 18Q: 3 clusters Score -764541.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -764585.375000 Penalty: 2827.396484
	Iteration 19Q: 3 clusters Score -764585.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -764622.875000 Penalty: 2827.396484
	Iteration 20F: 3 clusters Score -764622.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -764667.062500 Penalty: 2827.396484
	Iteration 21Q: 3 clusters Score -764667.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -764702.375000 Penalty: 2827.396484
	Iteration 22Q: 3 clusters Score -764702.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -764737.562500 Penalty: 2827.396484
	Iteration 23Q: 3 clusters Score -764737.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -764763.125000 Penalty: 2827.396484
	Iteration 24Q: 3 clusters Score -764763.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -764784.500000 Penalty: 2827.396484
	Iteration 25Q: 3 clusters Score -764784.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -764796.187500 Penalty: 2827.396484
	Iteration 26Q: 3 clusters Score -764796.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -764805.312500 Penalty: 2827.396484
	Iteration 27Q: 3 clusters Score -764805.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -764816.750000 Penalty: 2827.396484
	Iteration 28Q: 3 clusters Score -764816.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -764828.375000 Penalty: 2827.396484
	Iteration 29Q: 3 clusters Score -764828.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -764843.562500 Penalty: 2827.396484
	Iteration 30Q: 3 clusters Score -764843.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -764857.125000 Penalty: 2827.396484
	Iteration 31Q: 3 clusters Score -764857.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -764864.187500 Penalty: 2827.396484
	Iteration 32Q: 3 clusters Score -764864.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -764872.687500 Penalty: 2827.396484
	Iteration 33Q: 3 clusters Score -764872.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -764876.500000 Penalty: 2827.396484
	Iteration 34Q: 3 clusters Score -764876.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -764882.375000 Penalty: 2827.396484
	Iteration 35Q: 3 clusters Score -764882.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -764886.000000 Penalty: 2827.396484
	Iteration 36Q: 3 clusters Score -764886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -764892.812500 Penalty: 2827.396484
	Iteration 37Q: 3 clusters Score -764892.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -764898.750000 Penalty: 2827.396484
	Iteration 38Q: 3 clusters Score -764898.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -764903.437500 Penalty: 2827.396484
	Iteration 39Q: 3 clusters Score -764903.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -764911.750000 Penalty: 2827.396484
	Iteration 40F: 3 clusters Score -764911.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -764918.875000 Penalty: 2827.396484
	Iteration 41Q: 3 clusters Score -764918.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -764926.000000 Penalty: 2827.396484
	Iteration 42Q: 3 clusters Score -764926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -764934.187500 Penalty: 2827.396484
	Iteration 43Q: 3 clusters Score -764934.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -764944.562500 Penalty: 2827.396484
	Iteration 44Q: 3 clusters Score -764944.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -764955.437500 Penalty: 2827.396484
	Iteration 45Q: 3 clusters Score -764955.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -764967.312500 Penalty: 2827.396484
	Iteration 46Q: 3 clusters Score -764967.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -764976.750000 Penalty: 2827.396484
	Iteration 47Q: 3 clusters Score -764976.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -764986.062500 Penalty: 2827.396484
	Iteration 48Q: 3 clusters Score -764986.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -764998.062500 Penalty: 2827.396484
	Iteration 49Q: 3 clusters Score -764998.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -765011.000000 Penalty: 2827.396484
	Iteration 50Q: 3 clusters Score -765011 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -765025.562500 Penalty: 2827.396484
	Iteration 51Q: 3 clusters Score -765025.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -765041.312500 Penalty: 2827.396484
	Iteration 52Q: 3 clusters Score -765041.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -765053.312500 Penalty: 2827.396484
	Iteration 53Q: 3 clusters Score -765053.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -765060.875000 Penalty: 2827.396484
	Iteration 54Q: 3 clusters Score -765060.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -765068.250000 Penalty: 2827.396484
	Iteration 55Q: 3 clusters Score -765068.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -765071.437500 Penalty: 2827.396484
	Iteration 56Q: 3 clusters Score -765071.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -765076.375000 Penalty: 2827.396484
	Iteration 57Q: 3 clusters Score -765076.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -765079.437500 Penalty: 2827.396484
	Iteration 58Q: 3 clusters Score -765079.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -765080.937500 Penalty: 2827.396484
	Iteration 59Q: 3 clusters Score -765080.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -765084.187500 Penalty: 2827.396484
	Iteration 60F: 3 clusters Score -765084.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -765088.687500 Penalty: 2827.396484
	Iteration 61Q: 3 clusters Score -765088.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -765092.750000 Penalty: 2827.396484
	Iteration 62Q: 3 clusters Score -765092.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -765094.312500 Penalty: 2827.396484
	Iteration 63Q: 3 clusters Score -765094.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -765099.312500 Penalty: 2827.396484
	Iteration 64Q: 3 clusters Score -765099.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -765100.750000 Penalty: 2827.396484
	Iteration 65Q: 3 clusters Score -765100.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -765103.062500 Penalty: 2827.396484
	Iteration 66Q: 3 clusters Score -765103.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -765102.437500 Penalty: 2827.396484
	Iteration 67Q: 3 clusters Score -765102.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -765106.125000 Penalty: 2827.396484
	Iteration 68Q: 3 clusters Score -765106.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -765107.562500 Penalty: 2827.396484
	Iteration 69Q: 3 clusters Score -765107.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -765111.937500 Penalty: 2827.396484
	Iteration 70Q: 3 clusters Score -765111.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -765112.000000 Penalty: 2827.396484
	Iteration 71Q: 3 clusters Score -765112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -765113.250000 Penalty: 2827.396484
	Iteration 72Q: 3 clusters Score -765113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -765114.000000 Penalty: 2827.396484
	Iteration 73Q: 3 clusters Score -765114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -765114.000000 Penalty: 2827.396484
	Iteration 74F: 3 clusters Score -765114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (34321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Entering Unmasked Estep 
Score: -5214815.000000 Penalty: 1697.070801
	Iteration 0F: 2 clusters Score -5214815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -5200020.000000 Penalty: 3394.141602
	Iteration 0F: 3 clusters Score -5200020 nChanged 15997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -5209322.500000 Penalty: 3394.141602
	Iteration 1F: 3 clusters Score -5209322 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -5210102.000000 Penalty: 3394.141602
	Iteration 2F: 3 clusters Score -5210102 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -5211043.000000 Penalty: 3394.141602
	Iteration 3F: 3 clusters Score -5211043 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -5211922.500000 Penalty: 3394.141602
	Iteration 4F: 3 clusters Score -5211922 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -5212791.000000 Penalty: 3394.141602
	Iteration 5F: 3 clusters Score -5212791 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -5213462.000000 Penalty: 3394.141602
	Iteration 6F: 3 clusters Score -5213462 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -5213935.500000 Penalty: 3394.141602
	Iteration 7Q: 3 clusters Score -5213936 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -5214263.500000 Penalty: 3394.141602
	Iteration 8Q: 3 clusters Score -5214264 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -5214481.500000 Penalty: 3394.141602
	Iteration 9Q: 3 clusters Score -5214482 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -5214640.000000 Penalty: 3394.141602
	Iteration 10Q: 3 clusters Score -5214640 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -5214749.000000 Penalty: 3394.141602
	Iteration 11Q: 3 clusters Score -5214749 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -5214844.500000 Penalty: 3394.141602
	Iteration 12Q: 3 clusters Score -5214844 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -5214965.000000 Penalty: 3394.141602
	Iteration 13Q: 3 clusters Score -5214965 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -5214994.000000 Penalty: 3394.141602
	Iteration 14Q: 3 clusters Score -5214994 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -5215008.000000 Penalty: 3394.141602
	Iteration 15Q: 3 clusters Score -5215008 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -5215129.000000 Penalty: 3394.141602
	Iteration 16Q: 3 clusters Score -5215129 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -5215227.500000 Penalty: 3394.141602
	Iteration 17Q: 3 clusters Score -5215228 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -5215351.500000 Penalty: 3394.141602
	Iteration 18Q: 3 clusters Score -5215352 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -5215418.500000 Penalty: 3394.141602
	Iteration 19Q: 3 clusters Score -5215418 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -5215539.000000 Penalty: 3394.141602
	Iteration 20F: 3 clusters Score -5215539 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -5215629.500000 Penalty: 3394.141602
	Iteration 21Q: 3 clusters Score -5215630 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -5215694.000000 Penalty: 3394.141602
	Iteration 22Q: 3 clusters Score -5215694 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -5215763.000000 Penalty: 3394.141602
	Iteration 23Q: 3 clusters Score -5215763 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -5215830.000000 Penalty: 3394.141602
	Iteration 24Q: 3 clusters Score -5215830 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -5215882.500000 Penalty: 3394.141602
	Iteration 25Q: 3 clusters Score -5215882 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -5215987.500000 Penalty: 3394.141602
	Iteration 26Q: 3 clusters Score -5215988 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -5216087.500000 Penalty: 3394.141602
	Iteration 27Q: 3 clusters Score -5216088 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -5216166.500000 Penalty: 3394.141602
	Iteration 28Q: 3 clusters Score -5216166 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -5216241.500000 Penalty: 3394.141602
	Iteration 29Q: 3 clusters Score -5216242 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -5216264.000000 Penalty: 3394.141602
	Iteration 30Q: 3 clusters Score -5216264 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -5216278.000000 Penalty: 3394.141602
	Iteration 31Q: 3 clusters Score -5216278 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -5216246.000000 Penalty: 3394.141602
	Iteration 32Q: 3 clusters Score -5216246 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -5216174.000000 Penalty: 3394.141602
	Iteration 33Q: 3 clusters Score -5216174 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -5216099.000000 Penalty: 3394.141602
	Iteration 34Q: 3 clusters Score -5216099 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -5216014.500000 Penalty: 3394.141602
	Iteration 35Q: 3 clusters Score -5216014 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -5215922.000000 Penalty: 3394.141602
	Iteration 36Q: 3 clusters Score -5215922 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -5215766.500000 Penalty: 3394.141602
	Iteration 37Q: 3 clusters Score -5215766 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -5215684.000000 Penalty: 3394.141602
	Iteration 38Q: 3 clusters Score -5215684 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -5215605.500000 Penalty: 3394.141602
	Iteration 39Q: 3 clusters Score -5215606 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -5215744.000000 Penalty: 3394.141602
	Iteration 40F: 3 clusters Score -5215744 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -5215729.500000 Penalty: 3394.141602
	Iteration 41Q: 3 clusters Score -5215730 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -5215675.000000 Penalty: 3394.141602
	Iteration 42Q: 3 clusters Score -5215675 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -5215636.000000 Penalty: 3394.141602
	Iteration 43Q: 3 clusters Score -5215636 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -5215570.000000 Penalty: 3394.141602
	Iteration 44Q: 3 clusters Score -5215570 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -5215494.000000 Penalty: 3394.141602
	Iteration 45Q: 3 clusters Score -5215494 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -5215450.500000 Penalty: 3394.141602
	Iteration 46Q: 3 clusters Score -5215450 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -5215380.000000 Penalty: 3394.141602
	Iteration 47Q: 3 clusters Score -5215380 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -5215358.000000 Penalty: 3394.141602
	Iteration 48Q: 3 clusters Score -5215358 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -5215332.500000 Penalty: 3394.141602
	Iteration 49Q: 3 clusters Score -5215332 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -5215299.500000 Penalty: 3394.141602
	Iteration 50Q: 3 clusters Score -5215300 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -5215287.500000 Penalty: 3394.141602
	Iteration 51Q: 3 clusters Score -5215288 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -5215270.000000 Penalty: 3394.141602
	Iteration 52Q: 3 clusters Score -5215270 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -5215249.500000 Penalty: 3394.141602
	Iteration 53Q: 3 clusters Score -5215250 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -5215249.000000 Penalty: 3394.141602
	Iteration 54Q: 3 clusters Score -5215249 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -5215230.000000 Penalty: 3394.141602
	Iteration 55Q: 3 clusters Score -5215230 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -5215238.000000 Penalty: 3394.141602
	Iteration 56Q: 3 clusters Score -5215238 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -5215231.500000 Penalty: 3394.141602
	Iteration 57Q: 3 clusters Score -5215232 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -5215224.500000 Penalty: 3394.141602
	Iteration 58Q: 3 clusters Score -5215224 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -5215217.500000 Penalty: 3394.141602
	Iteration 59Q: 3 clusters Score -5215218 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -5215211.500000 Penalty: 3394.141602
	Iteration 60F: 3 clusters Score -5215212 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -5215180.000000 Penalty: 3394.141602
	Iteration 61Q: 3 clusters Score -5215180 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -5215153.000000 Penalty: 3394.141602
	Iteration 62Q: 3 clusters Score -5215153 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -5215147.000000 Penalty: 3394.141602
	Iteration 63Q: 3 clusters Score -5215147 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -5215151.500000 Penalty: 3394.141602
	Iteration 64Q: 3 clusters Score -5215152 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -5215141.000000 Penalty: 3394.141602
	Iteration 65Q: 3 clusters Score -5215141 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -5215114.500000 Penalty: 3394.141602
	Iteration 66Q: 3 clusters Score -5215114 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -5215137.500000 Penalty: 3394.141602
	Iteration 67Q: 3 clusters Score -5215138 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -5215151.500000 Penalty: 3394.141602
	Iteration 68Q: 3 clusters Score -5215152 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -5215173.500000 Penalty: 3394.141602
	Iteration 69Q: 3 clusters Score -5215174 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -5215183.500000 Penalty: 3394.141602
	Iteration 70Q: 3 clusters Score -5215184 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -5215192.500000 Penalty: 3394.141602
	Iteration 71Q: 3 clusters Score -5215192 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -5215201.000000 Penalty: 3394.141602
	Iteration 72Q: 3 clusters Score -5215201 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -5215212.000000 Penalty: 3394.141602
	Iteration 73Q: 3 clusters Score -5215212 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -5215196.500000 Penalty: 3394.141602
	Iteration 74Q: 3 clusters Score -5215196 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -5215217.000000 Penalty: 3394.141602
	Iteration 75Q: 3 clusters Score -5215217 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -5215248.500000 Penalty: 3394.141602
	Iteration 76Q: 3 clusters Score -5215248 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -5215249.000000 Penalty: 3394.141602
	Iteration 77Q: 3 clusters Score -5215249 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -5215285.500000 Penalty: 3394.141602
	Iteration 78Q: 3 clusters Score -5215286 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -5215300.000000 Penalty: 3394.141602
	Iteration 79Q: 3 clusters Score -5215300 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -5215325.000000 Penalty: 3394.141602
	Iteration 80F: 3 clusters Score -5215325 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -5215311.000000 Penalty: 3394.141602
	Iteration 81Q: 3 clusters Score -5215311 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -5215317.000000 Penalty: 3394.141602
	Iteration 82Q: 3 clusters Score -5215317 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -5215335.000000 Penalty: 3394.141602
	Iteration 83Q: 3 clusters Score -5215335 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -5215342.500000 Penalty: 3394.141602
	Iteration 84Q: 3 clusters Score -5215342 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -5215348.500000 Penalty: 3394.141602
	Iteration 85Q: 3 clusters Score -5215348 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -5215349.500000 Penalty: 3394.141602
	Iteration 86Q: 3 clusters Score -5215350 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -5215347.000000 Penalty: 3394.141602
	Iteration 87Q: 3 clusters Score -5215347 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -5215352.000000 Penalty: 3394.141602
	Iteration 88Q: 3 clusters Score -5215352 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -5215359.000000 Penalty: 3394.141602
	Iteration 89Q: 3 clusters Score -5215359 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -5215357.500000 Penalty: 3394.141602
	Iteration 90Q: 3 clusters Score -5215358 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -5215368.000000 Penalty: 3394.141602
	Iteration 91Q: 3 clusters Score -5215368 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -5215373.500000 Penalty: 3394.141602
	Iteration 92Q: 3 clusters Score -5215374 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -5215383.000000 Penalty: 3394.141602
	Iteration 93Q: 3 clusters Score -5215383 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -5215384.000000 Penalty: 3394.141602
	Iteration 94Q: 3 clusters Score -5215384 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -5215384.500000 Penalty: 3394.141602
	Iteration 95Q: 3 clusters Score -5215384 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -5215394.000000 Penalty: 3394.141602
	Iteration 96Q: 3 clusters Score -5215394 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -5215397.000000 Penalty: 3394.141602
	Iteration 97Q: 3 clusters Score -5215397 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -5215403.500000 Penalty: 3394.141602
	Iteration 98Q: 3 clusters Score -5215404 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -5215391.500000 Penalty: 3394.141602
	Iteration 99Q: 3 clusters Score -5215392 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -5215397.000000 Penalty: 3394.141602
	Iteration 100F: 3 clusters Score -5215397 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -5215394.000000 Penalty: 3394.141602
	Iteration 101Q: 3 clusters Score -5215394 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -5215401.000000 Penalty: 3394.141602
	Iteration 102Q: 3 clusters Score -5215401 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -5215397.000000 Penalty: 3394.141602
	Iteration 103Q: 3 clusters Score -5215397 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -5215390.500000 Penalty: 3394.141602
	Iteration 104Q: 3 clusters Score -5215390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -5215397.000000 Penalty: 3394.141602
	Iteration 105Q: 3 clusters Score -5215397 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -5215380.500000 Penalty: 3394.141602
	Iteration 106Q: 3 clusters Score -5215380 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -5215370.500000 Penalty: 3394.141602
	Iteration 107Q: 3 clusters Score -5215370 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -5215370.500000 Penalty: 3394.141602
	Iteration 108Q: 3 clusters Score -5215370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -5215379.500000 Penalty: 3394.141602
	Iteration 109Q: 3 clusters Score -5215380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -5215371.500000 Penalty: 3394.141602
	Iteration 110Q: 3 clusters Score -5215372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -5215371.000000 Penalty: 3394.141602
	Iteration 111Q: 3 clusters Score -5215371 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -5215371.000000 Penalty: 3394.141602
	Iteration 112Q: 3 clusters Score -5215371 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -5215370.500000 Penalty: 3394.141602
	Iteration 113Q: 3 clusters Score -5215370 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -5215361.500000 Penalty: 3394.141602
	Iteration 114Q: 3 clusters Score -5215362 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -5215365.500000 Penalty: 3394.141602
	Iteration 115Q: 3 clusters Score -5215366 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -5215346.000000 Penalty: 3394.141602
	Iteration 116Q: 3 clusters Score -5215346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -5215343.000000 Penalty: 3394.141602
	Iteration 117Q: 3 clusters Score -5215343 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -5215330.000000 Penalty: 3394.141602
	Iteration 118Q: 3 clusters Score -5215330 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -5215331.500000 Penalty: 3394.141602
	Iteration 119Q: 3 clusters Score -5215332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -5215341.000000 Penalty: 3394.141602
	Iteration 120F: 3 clusters Score -5215341 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -5215339.000000 Penalty: 3394.141602
	Iteration 121Q: 3 clusters Score -5215339 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -5215341.000000 Penalty: 3394.141602
	Iteration 122Q: 3 clusters Score -5215341 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -5215347.500000 Penalty: 3394.141602
	Iteration 123Q: 3 clusters Score -5215348 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -5215333.000000 Penalty: 3394.141602
	Iteration 124Q: 3 clusters Score -5215333 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -5215330.000000 Penalty: 3394.141602
	Iteration 125Q: 3 clusters Score -5215330 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -5215323.500000 Penalty: 3394.141602
	Iteration 126Q: 3 clusters Score -5215324 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -5215334.500000 Penalty: 3394.141602
	Iteration 127Q: 3 clusters Score -5215334 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -5215344.500000 Penalty: 3394.141602
	Iteration 128Q: 3 clusters Score -5215344 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -5215338.000000 Penalty: 3394.141602
	Iteration 129Q: 3 clusters Score -5215338 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -5215334.000000 Penalty: 3394.141602
	Iteration 130Q: 3 clusters Score -5215334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -5215335.000000 Penalty: 3394.141602
	Iteration 131Q: 3 clusters Score -5215335 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -5215319.000000 Penalty: 3394.141602
	Iteration 132Q: 3 clusters Score -5215319 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -5215313.000000 Penalty: 3394.141602
	Iteration 133Q: 3 clusters Score -5215313 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -5215329.500000 Penalty: 3394.141602
	Iteration 134Q: 3 clusters Score -5215330 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -5215327.500000 Penalty: 3394.141602
	Iteration 135Q: 3 clusters Score -5215328 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -5215328.000000 Penalty: 3394.141602
	Iteration 136Q: 3 clusters Score -5215328 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -5215313.500000 Penalty: 3394.141602
	Iteration 137Q: 3 clusters Score -5215314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -5215315.500000 Penalty: 3394.141602
	Iteration 138Q: 3 clusters Score -5215316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -5215318.000000 Penalty: 3394.141602
	Iteration 139Q: 3 clusters Score -5215318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -5215324.500000 Penalty: 3394.141602
	Iteration 140F: 3 clusters Score -5215324 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -5215323.000000 Penalty: 3394.141602
	Iteration 141Q: 3 clusters Score -5215323 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -5215328.000000 Penalty: 3394.141602
	Iteration 142Q: 3 clusters Score -5215328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -5215327.500000 Penalty: 3394.141602
	Iteration 143Q: 3 clusters Score -5215328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -5215323.000000 Penalty: 3394.141602
	Iteration 144Q: 3 clusters Score -5215323 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -5215333.000000 Penalty: 3394.141602
	Iteration 145Q: 3 clusters Score -5215333 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -5215327.500000 Penalty: 3394.141602
	Iteration 146Q: 3 clusters Score -5215328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -5215323.000000 Penalty: 3394.141602
	Iteration 147Q: 3 clusters Score -5215323 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -5215332.500000 Penalty: 3394.141602
	Iteration 148Q: 3 clusters Score -5215332 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -5215329.000000 Penalty: 3394.141602
	Iteration 149Q: 3 clusters Score -5215329 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -5215320.500000 Penalty: 3394.141602
	Iteration 150Q: 3 clusters Score -5215320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -5215318.000000 Penalty: 3394.141602
	Iteration 151Q: 3 clusters Score -5215318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -5215320.000000 Penalty: 3394.141602
	Iteration 152Q: 3 clusters Score -5215320 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -5215300.500000 Penalty: 3394.141602
	Iteration 153Q: 3 clusters Score -5215300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -5215290.000000 Penalty: 3394.141602
	Iteration 154Q: 3 clusters Score -5215290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -5215299.000000 Penalty: 3394.141602
	Iteration 155Q: 3 clusters Score -5215299 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -5215315.500000 Penalty: 3394.141602
	Iteration 156Q: 3 clusters Score -5215316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -5215299.000000 Penalty: 3394.141602
	Iteration 157Q: 3 clusters Score -5215299 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -5215307.500000 Penalty: 3394.141602
	Iteration 158Q: 3 clusters Score -5215308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -5215294.500000 Penalty: 3394.141602
	Iteration 159Q: 3 clusters Score -5215294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -5215300.000000 Penalty: 3394.141602
	Iteration 160F: 3 clusters Score -5215300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -5215298.000000 Penalty: 3394.141602
	Iteration 161Q: 3 clusters Score -5215298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -5215290.000000 Penalty: 3394.141602
	Iteration 162Q: 3 clusters Score -5215290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -5215296.500000 Penalty: 3394.141602
	Iteration 163Q: 3 clusters Score -5215296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -5215306.000000 Penalty: 3394.141602
	Iteration 164Q: 3 clusters Score -5215306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -5215316.000000 Penalty: 3394.141602
	Iteration 165Q: 3 clusters Score -5215316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -5215311.500000 Penalty: 3394.141602
	Iteration 166Q: 3 clusters Score -5215312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -5215315.000000 Penalty: 3394.141602
	Iteration 167Q: 3 clusters Score -5215315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -5215314.500000 Penalty: 3394.141602
	Iteration 168Q: 3 clusters Score -5215314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -5215312.000000 Penalty: 3394.141602
	Iteration 169Q: 3 clusters Score -5215312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -5215315.500000 Penalty: 3394.141602
	Iteration 170Q: 3 clusters Score -5215316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -5215307.500000 Penalty: 3394.141602
	Iteration 171Q: 3 clusters Score -5215308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -5215314.500000 Penalty: 3394.141602
	Iteration 172Q: 3 clusters Score -5215314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -5215311.500000 Penalty: 3394.141602
	Iteration 173Q: 3 clusters Score -5215312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -5215310.500000 Penalty: 3394.141602
	Iteration 174Q: 3 clusters Score -5215310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -5215302.000000 Penalty: 3394.141602
	Iteration 175Q: 3 clusters Score -5215302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -5215305.500000 Penalty: 3394.141602
	Iteration 176Q: 3 clusters Score -5215306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -5215314.500000 Penalty: 3394.141602
	Iteration 177Q: 3 clusters Score -5215314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -5215313.000000 Penalty: 3394.141602
	Iteration 178Q: 3 clusters Score -5215313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -5215314.500000 Penalty: 3394.141602
	Iteration 179Q: 3 clusters Score -5215314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -5215311.500000 Penalty: 3394.141602
	Iteration 180F: 3 clusters Score -5215312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -5215300.000000 Penalty: 3394.141602
	Iteration 181Q: 3 clusters Score -5215300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -5215304.000000 Penalty: 3394.141602
	Iteration 182Q: 3 clusters Score -5215304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -5215306.000000 Penalty: 3394.141602
	Iteration 183Q: 3 clusters Score -5215306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -5215321.500000 Penalty: 3394.141602
	Iteration 184Q: 3 clusters Score -5215322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -5215323.000000 Penalty: 3394.141602
	Iteration 185Q: 3 clusters Score -5215323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -5215331.000000 Penalty: 3394.141602
	Iteration 186Q: 3 clusters Score -5215331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -5215327.000000 Penalty: 3394.141602
	Iteration 187Q: 3 clusters Score -5215327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -5215337.000000 Penalty: 3394.141602
	Iteration 188Q: 3 clusters Score -5215337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -5215349.000000 Penalty: 3394.141602
	Iteration 189Q: 3 clusters Score -5215349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -5215354.000000 Penalty: 3394.141602
	Iteration 190Q: 3 clusters Score -5215354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -5215357.000000 Penalty: 3394.141602
	Iteration 191Q: 3 clusters Score -5215357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -5215369.000000 Penalty: 3394.141602
	Iteration 192Q: 3 clusters Score -5215369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -5215368.500000 Penalty: 3394.141602
	Iteration 193Q: 3 clusters Score -5215368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -5215359.000000 Penalty: 3394.141602
	Iteration 194Q: 3 clusters Score -5215359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -5215356.000000 Penalty: 3394.141602
	Iteration 195Q: 3 clusters Score -5215356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -5215361.500000 Penalty: 3394.141602
	Iteration 196Q: 3 clusters Score -5215362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -5215367.000000 Penalty: 3394.141602
	Iteration 197Q: 3 clusters Score -5215367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -5215373.500000 Penalty: 3394.141602
	Iteration 198Q: 3 clusters Score -5215374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -5215376.500000 Penalty: 3394.141602
	Iteration 199Q: 3 clusters Score -5215376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -5215375.000000 Penalty: 3394.141602
	Iteration 200F: 3 clusters Score -5215375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -5215376.000000 Penalty: 3394.141602
	Iteration 201Q: 3 clusters Score -5215376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -5215378.000000 Penalty: 3394.141602
	Iteration 202Q: 3 clusters Score -5215378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -5215378.500000 Penalty: 3394.141602
	Iteration 203Q: 3 clusters Score -5215378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -5215388.500000 Penalty: 3394.141602
	Iteration 204Q: 3 clusters Score -5215388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -5215388.000000 Penalty: 3394.141602
	Iteration 205Q: 3 clusters Score -5215388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -5215398.000000 Penalty: 3394.141602
	Iteration 206Q: 3 clusters Score -5215398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -5215393.500000 Penalty: 3394.141602
	Iteration 207Q: 3 clusters Score -5215394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -5215395.000000 Penalty: 3394.141602
	Iteration 208Q: 3 clusters Score -5215395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -5215398.000000 Penalty: 3394.141602
	Iteration 209Q: 3 clusters Score -5215398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -5215398.500000 Penalty: 3394.141602
	Iteration 210Q: 3 clusters Score -5215398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -5215398.500000 Penalty: 3394.141602
	Iteration 211F: 3 clusters Score -5215398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 21276 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 601 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 15283 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 18716 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 10011 members 
Mstep: Class 38 contains 18130 members 
Mstep: Class 39 contains 1841 members 
Mstep: Class 40 contains 1170 members 
Mstep: Class 41 contains 28632 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 564 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 12699 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 959 members 
Mstep: Class 49 contains 6001 members 
Mstep: Class 50 contains 19817 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2661 members 
Mstep: Class 55 contains 17005 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6265 members 
Mstep: Class 62 contains 35649 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4515 members 
Mstep: Class 65 contains 17424 members 
Mstep: Class 66 contains 1566 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 715 members 
Mstep: Class 69 contains 8835 members 
Mstep: Class 70 contains 652 members 
Mstep: Class 71 contains 909 members 
Mstep: Class 72 contains 13038 members 
Mstep: Class 73 contains 2923 members 
Mstep: Class 74 contains 20553 members 
Mstep: Class 75 contains 1024 members 
Mstep: Class 76 contains 19796 members 
Mstep: Class 77 contains 15245 members 
Mstep: Class 78 contains 3482 members 
Mstep: Class 79 contains 906 members 
Mstep: Class 80 contains 940 members 
Mstep: Class 81 contains 4766 members 
Mstep: Class 82 contains 781 members 
Mstep: Class 83 contains 14504 members 
Entering Unmasked Estep 
Score: -85897352.000000 Penalty: 179477.187500
Splitting cluster 50 changes total score from -85870488.000000 to -85897352.000000
So it's getting split into cluster 83.
Entering ConstructFrom: 
Trying to split cluster 51 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -135348.078125 Penalty: 1122.347656
	Iteration 0F: 2 clusters Score -135348.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -133896.468750 Penalty: 2244.695312
	Iteration 0F: 3 clusters Score -133896.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -134128.546875 Penalty: 2244.695312
	Iteration 1F: 3 clusters Score -134128.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -134228.859375 Penalty: 2244.695312
	Iteration 2F: 3 clusters Score -134228.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -134284.062500 Penalty: 2244.695312
	Iteration 3Q: 3 clusters Score -134284.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -134339.421875 Penalty: 2244.695312
	Iteration 4Q: 3 clusters Score -134339.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -134367.593750 Penalty: 2244.695312
	Iteration 5Q: 3 clusters Score -134367.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -134377.859375 Penalty: 2244.695312
	Iteration 6Q: 3 clusters Score -134377.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -134383.500000 Penalty: 2244.695312
	Iteration 7Q: 3 clusters Score -134383.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -134385.718750 Penalty: 2244.695312
	Iteration 8Q: 3 clusters Score -134385.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -134386.046875 Penalty: 2244.695312
	Iteration 9Q: 3 clusters Score -134386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -134386.046875 Penalty: 2244.695312
	Iteration 10F: 3 clusters Score -134386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Entering Unmasked Estep 
Score: -336812.343750 Penalty: 1275.388306
	Iteration 0F: 2 clusters Score -336812.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -334382.437500 Penalty: 2550.776611
	Iteration 0F: 3 clusters Score -334382.4 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -335035.093750 Penalty: 2550.776611
	Iteration 1F: 3 clusters Score -335035.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -335218.875000 Penalty: 2550.776611
	Iteration 2F: 3 clusters Score -335218.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -335334.218750 Penalty: 2550.776611
	Iteration 3F: 3 clusters Score -335334.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -335415.375000 Penalty: 2550.776611
	Iteration 4Q: 3 clusters Score -335415.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -335472.500000 Penalty: 2550.776611
	Iteration 5Q: 3 clusters Score -335472.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -335517.812500 Penalty: 2550.776611
	Iteration 6Q: 3 clusters Score -335517.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -335551.562500 Penalty: 2550.776611
	Iteration 7Q: 3 clusters Score -335551.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -335581.062500 Penalty: 2550.776611
	Iteration 8Q: 3 clusters Score -335581.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -335602.562500 Penalty: 2550.776611
	Iteration 9Q: 3 clusters Score -335602.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -335616.375000 Penalty: 2550.776611
	Iteration 10Q: 3 clusters Score -335616.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -335632.906250 Penalty: 2550.776611
	Iteration 11Q: 3 clusters Score -335632.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -335644.375000 Penalty: 2550.776611
	Iteration 12Q: 3 clusters Score -335644.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -335656.093750 Penalty: 2550.776611
	Iteration 13Q: 3 clusters Score -335656.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -335663.531250 Penalty: 2550.776611
	Iteration 14Q: 3 clusters Score -335663.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -335671.593750 Penalty: 2550.776611
	Iteration 15Q: 3 clusters Score -335671.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -335685.125000 Penalty: 2550.776611
	Iteration 16Q: 3 clusters Score -335685.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -335701.187500 Penalty: 2550.776611
	Iteration 17Q: 3 clusters Score -335701.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -335714.093750 Penalty: 2550.776611
	Iteration 18Q: 3 clusters Score -335714.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -335725.875000 Penalty: 2550.776611
	Iteration 19Q: 3 clusters Score -335725.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -335732.968750 Penalty: 2550.776611
	Iteration 20F: 3 clusters Score -335733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -335736.937500 Penalty: 2550.776611
	Iteration 21Q: 3 clusters Score -335736.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -335740.718750 Penalty: 2550.776611
	Iteration 22Q: 3 clusters Score -335740.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -335744.812500 Penalty: 2550.776611
	Iteration 23Q: 3 clusters Score -335744.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -335748.062500 Penalty: 2550.776611
	Iteration 24Q: 3 clusters Score -335748.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -335748.843750 Penalty: 2550.776611
	Iteration 25Q: 3 clusters Score -335748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -335749.312500 Penalty: 2550.776611
	Iteration 26Q: 3 clusters Score -335749.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -335751.406250 Penalty: 2550.776611
	Iteration 27Q: 3 clusters Score -335751.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -335754.531250 Penalty: 2550.776611
	Iteration 28Q: 3 clusters Score -335754.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -335755.625000 Penalty: 2550.776611
	Iteration 29Q: 3 clusters Score -335755.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -335757.125000 Penalty: 2550.776611
	Iteration 30Q: 3 clusters Score -335757.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -335757.437500 Penalty: 2550.776611
	Iteration 31Q: 3 clusters Score -335757.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -335760.656250 Penalty: 2550.776611
	Iteration 32Q: 3 clusters Score -335760.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -335762.031250 Penalty: 2550.776611
	Iteration 33Q: 3 clusters Score -335762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -335762.718750 Penalty: 2550.776611
	Iteration 34Q: 3 clusters Score -335762.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -335762.718750 Penalty: 2550.776611
	Iteration 35F: 3 clusters Score -335762.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -18708.947266 Penalty: 836.467834
	Iteration 0F: 2 clusters Score -18708.95 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 87 members 
Entering Unmasked Estep 
Score: -18032.847656 Penalty: 1672.935669
	Iteration 0F: 3 clusters Score -18032.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18096.828125 Penalty: 1672.935669
	Iteration 1F: 3 clusters Score -18096.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18106.546875 Penalty: 1672.935669
	Iteration 2Q: 3 clusters Score -18106.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18113.111328 Penalty: 1672.935669
	Iteration 3Q: 3 clusters Score -18113.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18115.019531 Penalty: 1672.935669
	Iteration 4Q: 3 clusters Score -18115.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18115.019531 Penalty: 1672.935669
	Iteration 5F: 3 clusters Score -18115.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Entering Unmasked Estep 
Score: -365905.625000 Penalty: 1281.549316
	Iteration 0F: 2 clusters Score -365905.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -363414.375000 Penalty: 2563.098633
	Iteration 0F: 3 clusters Score -363414.4 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -364033.093750 Penalty: 2563.098633
	Iteration 1F: 3 clusters Score -364033.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -364165.468750 Penalty: 2563.098633
	Iteration 2F: 3 clusters Score -364165.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -364256.437500 Penalty: 2563.098633
	Iteration 3Q: 3 clusters Score -364256.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -364316.000000 Penalty: 2563.098633
	Iteration 4Q: 3 clusters Score -364316 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -364357.312500 Penalty: 2563.098633
	Iteration 5Q: 3 clusters Score -364357.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -364382.062500 Penalty: 2563.098633
	Iteration 6Q: 3 clusters Score -364382.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -364405.968750 Penalty: 2563.098633
	Iteration 7Q: 3 clusters Score -364406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -364421.562500 Penalty: 2563.098633
	Iteration 8Q: 3 clusters Score -364421.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -364434.468750 Penalty: 2563.098633
	Iteration 9Q: 3 clusters Score -364434.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -364446.218750 Penalty: 2563.098633
	Iteration 10Q: 3 clusters Score -364446.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -364457.562500 Penalty: 2563.098633
	Iteration 11Q: 3 clusters Score -364457.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -364472.937500 Penalty: 2563.098633
	Iteration 12Q: 3 clusters Score -364472.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -364489.968750 Penalty: 2563.098633
	Iteration 13Q: 3 clusters Score -364490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -364505.562500 Penalty: 2563.098633
	Iteration 14Q: 3 clusters Score -364505.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -364523.718750 Penalty: 2563.098633
	Iteration 15Q: 3 clusters Score -364523.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -364537.281250 Penalty: 2563.098633
	Iteration 16Q: 3 clusters Score -364537.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -364549.593750 Penalty: 2563.098633
	Iteration 17Q: 3 clusters Score -364549.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -364561.687500 Penalty: 2563.098633
	Iteration 18Q: 3 clusters Score -364561.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -364573.375000 Penalty: 2563.098633
	Iteration 19Q: 3 clusters Score -364573.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -364584.562500 Penalty: 2563.098633
	Iteration 20F: 3 clusters Score -364584.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -364595.218750 Penalty: 2563.098633
	Iteration 21Q: 3 clusters Score -364595.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -364603.906250 Penalty: 2563.098633
	Iteration 22Q: 3 clusters Score -364603.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -364612.250000 Penalty: 2563.098633
	Iteration 23Q: 3 clusters Score -364612.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -364621.531250 Penalty: 2563.098633
	Iteration 24Q: 3 clusters Score -364621.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -364627.187500 Penalty: 2563.098633
	Iteration 25Q: 3 clusters Score -364627.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -364638.031250 Penalty: 2563.098633
	Iteration 26Q: 3 clusters Score -364638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -364655.843750 Penalty: 2563.098633
	Iteration 27Q: 3 clusters Score -364655.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -364675.156250 Penalty: 2563.098633
	Iteration 28Q: 3 clusters Score -364675.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -364698.218750 Penalty: 2563.098633
	Iteration 29Q: 3 clusters Score -364698.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -364720.937500 Penalty: 2563.098633
	Iteration 30Q: 3 clusters Score -364720.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -364734.781250 Penalty: 2563.098633
	Iteration 31Q: 3 clusters Score -364734.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -364742.437500 Penalty: 2563.098633
	Iteration 32Q: 3 clusters Score -364742.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -364749.000000 Penalty: 2563.098633
	Iteration 33Q: 3 clusters Score -364749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -364755.562500 Penalty: 2563.098633
	Iteration 34Q: 3 clusters Score -364755.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -364768.906250 Penalty: 2563.098633
	Iteration 35Q: 3 clusters Score -364768.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -364779.187500 Penalty: 2563.098633
	Iteration 36Q: 3 clusters Score -364779.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -364784.593750 Penalty: 2563.098633
	Iteration 37Q: 3 clusters Score -364784.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -364790.406250 Penalty: 2563.098633
	Iteration 38Q: 3 clusters Score -364790.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -364795.312500 Penalty: 2563.098633
	Iteration 39Q: 3 clusters Score -364795.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -364799.843750 Penalty: 2563.098633
	Iteration 40F: 3 clusters Score -364799.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -364805.437500 Penalty: 2563.098633
	Iteration 41Q: 3 clusters Score -364805.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -364808.375000 Penalty: 2563.098633
	Iteration 42Q: 3 clusters Score -364808.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -364812.750000 Penalty: 2563.098633
	Iteration 43Q: 3 clusters Score -364812.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -364818.093750 Penalty: 2563.098633
	Iteration 44Q: 3 clusters Score -364818.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -364820.343750 Penalty: 2563.098633
	Iteration 45Q: 3 clusters Score -364820.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -364821.437500 Penalty: 2563.098633
	Iteration 46Q: 3 clusters Score -364821.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -364824.687500 Penalty: 2563.098633
	Iteration 47Q: 3 clusters Score -364824.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -364827.218750 Penalty: 2563.098633
	Iteration 48Q: 3 clusters Score -364827.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -364832.812500 Penalty: 2563.098633
	Iteration 49Q: 3 clusters Score -364832.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -364839.437500 Penalty: 2563.098633
	Iteration 50Q: 3 clusters Score -364839.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -364847.781250 Penalty: 2563.098633
	Iteration 51Q: 3 clusters Score -364847.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -364850.750000 Penalty: 2563.098633
	Iteration 52Q: 3 clusters Score -364850.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -364852.531250 Penalty: 2563.098633
	Iteration 53Q: 3 clusters Score -364852.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -364854.156250 Penalty: 2563.098633
	Iteration 54Q: 3 clusters Score -364854.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -364854.250000 Penalty: 2563.098633
	Iteration 55Q: 3 clusters Score -364854.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -364854.250000 Penalty: 2563.098633
	Iteration 56F: 3 clusters Score -364854.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (17005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Entering Unmasked Estep 
Score: -2574094.500000 Penalty: 1582.955200
	Iteration 0F: 2 clusters Score -2574094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2562920.750000 Penalty: 3165.910400
	Iteration 0F: 3 clusters Score -2562921 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2567335.750000 Penalty: 3165.910400
	Iteration 1F: 3 clusters Score -2567336 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2568030.750000 Penalty: 3165.910400
	Iteration 2F: 3 clusters Score -2568031 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2568814.000000 Penalty: 3165.910400
	Iteration 3F: 3 clusters Score -2568814 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2569614.750000 Penalty: 3165.910400
	Iteration 4F: 3 clusters Score -2569615 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2570263.250000 Penalty: 3165.910400
	Iteration 5F: 3 clusters Score -2570263 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2570851.250000 Penalty: 3165.910400
	Iteration 6F: 3 clusters Score -2570851 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2571335.500000 Penalty: 3165.910400
	Iteration 7Q: 3 clusters Score -2571336 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2571705.750000 Penalty: 3165.910400
	Iteration 8Q: 3 clusters Score -2571706 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2572000.750000 Penalty: 3165.910400
	Iteration 9Q: 3 clusters Score -2572001 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2572211.750000 Penalty: 3165.910400
	Iteration 10Q: 3 clusters Score -2572212 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2572356.250000 Penalty: 3165.910400
	Iteration 11Q: 3 clusters Score -2572356 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2572469.750000 Penalty: 3165.910400
	Iteration 12Q: 3 clusters Score -2572470 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2572546.000000 Penalty: 3165.910400
	Iteration 13Q: 3 clusters Score -2572546 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2572639.000000 Penalty: 3165.910400
	Iteration 14Q: 3 clusters Score -2572639 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2572720.500000 Penalty: 3165.910400
	Iteration 15Q: 3 clusters Score -2572720 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2572829.500000 Penalty: 3165.910400
	Iteration 16Q: 3 clusters Score -2572830 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2572950.750000 Penalty: 3165.910400
	Iteration 17Q: 3 clusters Score -2572951 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2573054.250000 Penalty: 3165.910400
	Iteration 18Q: 3 clusters Score -2573054 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2573218.750000 Penalty: 3165.910400
	Iteration 19Q: 3 clusters Score -2573219 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2573433.000000 Penalty: 3165.910400
	Iteration 20F: 3 clusters Score -2573433 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2573760.500000 Penalty: 3165.910400
	Iteration 21Q: 3 clusters Score -2573760 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2574215.750000 Penalty: 3165.910400
	Iteration 22Q: 3 clusters Score -2574216 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2574602.250000 Penalty: 3165.910400
	Iteration 23Q: 3 clusters Score -2574602 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2574831.250000 Penalty: 3165.910400
	Iteration 24Q: 3 clusters Score -2574831 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2574954.250000 Penalty: 3165.910400
	Iteration 25Q: 3 clusters Score -2574954 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2575026.250000 Penalty: 3165.910400
	Iteration 26Q: 3 clusters Score -2575026 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2575072.250000 Penalty: 3165.910400
	Iteration 27Q: 3 clusters Score -2575072 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2575096.750000 Penalty: 3165.910400
	Iteration 28Q: 3 clusters Score -2575097 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2575104.500000 Penalty: 3165.910400
	Iteration 29Q: 3 clusters Score -2575104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2575126.500000 Penalty: 3165.910400
	Iteration 30Q: 3 clusters Score -2575126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2575130.000000 Penalty: 3165.910400
	Iteration 31Q: 3 clusters Score -2575130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2575134.250000 Penalty: 3165.910400
	Iteration 32Q: 3 clusters Score -2575134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2575137.000000 Penalty: 3165.910400
	Iteration 33Q: 3 clusters Score -2575137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2575147.000000 Penalty: 3165.910400
	Iteration 34Q: 3 clusters Score -2575147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2575150.000000 Penalty: 3165.910400
	Iteration 35Q: 3 clusters Score -2575150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2575143.250000 Penalty: 3165.910400
	Iteration 36Q: 3 clusters Score -2575143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2575156.500000 Penalty: 3165.910400
	Iteration 37Q: 3 clusters Score -2575156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2575159.000000 Penalty: 3165.910400
	Iteration 38Q: 3 clusters Score -2575159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2575159.750000 Penalty: 3165.910400
	Iteration 39Q: 3 clusters Score -2575160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2575179.250000 Penalty: 3165.910400
	Iteration 40F: 3 clusters Score -2575179 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2575197.750000 Penalty: 3165.910400
	Iteration 41Q: 3 clusters Score -2575198 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2575225.000000 Penalty: 3165.910400
	Iteration 42Q: 3 clusters Score -2575225 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2575252.500000 Penalty: 3165.910400
	Iteration 43Q: 3 clusters Score -2575252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2575269.250000 Penalty: 3165.910400
	Iteration 44Q: 3 clusters Score -2575269 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2575290.000000 Penalty: 3165.910400
	Iteration 45Q: 3 clusters Score -2575290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2575309.250000 Penalty: 3165.910400
	Iteration 46Q: 3 clusters Score -2575309 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2575330.250000 Penalty: 3165.910400
	Iteration 47Q: 3 clusters Score -2575330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2575340.250000 Penalty: 3165.910400
	Iteration 48Q: 3 clusters Score -2575340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2575353.500000 Penalty: 3165.910400
	Iteration 49Q: 3 clusters Score -2575354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2575365.000000 Penalty: 3165.910400
	Iteration 50Q: 3 clusters Score -2575365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2575362.500000 Penalty: 3165.910400
	Iteration 51Q: 3 clusters Score -2575362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2575371.000000 Penalty: 3165.910400
	Iteration 52Q: 3 clusters Score -2575371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2575375.500000 Penalty: 3165.910400
	Iteration 53Q: 3 clusters Score -2575376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2575384.750000 Penalty: 3165.910400
	Iteration 54Q: 3 clusters Score -2575385 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2575409.250000 Penalty: 3165.910400
	Iteration 55Q: 3 clusters Score -2575409 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2575405.750000 Penalty: 3165.910400
	Iteration 56Q: 3 clusters Score -2575406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2575415.000000 Penalty: 3165.910400
	Iteration 57Q: 3 clusters Score -2575415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2575426.250000 Penalty: 3165.910400
	Iteration 58Q: 3 clusters Score -2575426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2575429.250000 Penalty: 3165.910400
	Iteration 59Q: 3 clusters Score -2575429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2575435.500000 Penalty: 3165.910400
	Iteration 60F: 3 clusters Score -2575436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2575442.500000 Penalty: 3165.910400
	Iteration 61Q: 3 clusters Score -2575442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2575447.750000 Penalty: 3165.910400
	Iteration 62Q: 3 clusters Score -2575448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2575450.000000 Penalty: 3165.910400
	Iteration 63Q: 3 clusters Score -2575450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2575448.000000 Penalty: 3165.910400
	Iteration 64Q: 3 clusters Score -2575448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2575453.500000 Penalty: 3165.910400
	Iteration 65Q: 3 clusters Score -2575454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2575457.250000 Penalty: 3165.910400
	Iteration 66Q: 3 clusters Score -2575457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2575461.500000 Penalty: 3165.910400
	Iteration 67Q: 3 clusters Score -2575462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2575459.500000 Penalty: 3165.910400
	Iteration 68Q: 3 clusters Score -2575460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2575466.250000 Penalty: 3165.910400
	Iteration 69Q: 3 clusters Score -2575466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2575467.750000 Penalty: 3165.910400
	Iteration 70Q: 3 clusters Score -2575468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2575465.000000 Penalty: 3165.910400
	Iteration 71Q: 3 clusters Score -2575465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2575468.500000 Penalty: 3165.910400
	Iteration 72Q: 3 clusters Score -2575468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2575465.500000 Penalty: 3165.910400
	Iteration 73Q: 3 clusters Score -2575466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2575463.500000 Penalty: 3165.910400
	Iteration 74Q: 3 clusters Score -2575464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2575465.500000 Penalty: 3165.910400
	Iteration 75Q: 3 clusters Score -2575466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2575468.000000 Penalty: 3165.910400
	Iteration 76Q: 3 clusters Score -2575468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2575468.500000 Penalty: 3165.910400
	Iteration 77Q: 3 clusters Score -2575468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2575471.250000 Penalty: 3165.910400
	Iteration 78Q: 3 clusters Score -2575471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2575470.750000 Penalty: 3165.910400
	Iteration 79Q: 3 clusters Score -2575471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2575470.750000 Penalty: 3165.910400
	Iteration 80F: 3 clusters Score -2575471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 21276 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 601 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 15283 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 18716 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 10011 members 
Mstep: Class 38 contains 18130 members 
Mstep: Class 39 contains 1841 members 
Mstep: Class 40 contains 1170 members 
Mstep: Class 41 contains 28632 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 564 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 12699 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 959 members 
Mstep: Class 49 contains 6001 members 
Mstep: Class 50 contains 19817 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2661 members 
Mstep: Class 55 contains 13484 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6265 members 
Mstep: Class 62 contains 35649 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4515 members 
Mstep: Class 65 contains 17424 members 
Mstep: Class 66 contains 1566 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 715 members 
Mstep: Class 69 contains 8835 members 
Mstep: Class 70 contains 652 members 
Mstep: Class 71 contains 909 members 
Mstep: Class 72 contains 13038 members 
Mstep: Class 73 contains 2923 members 
Mstep: Class 74 contains 20553 members 
Mstep: Class 75 contains 1024 members 
Mstep: Class 76 contains 19796 members 
Mstep: Class 77 contains 15245 members 
Mstep: Class 78 contains 3482 members 
Mstep: Class 79 contains 906 members 
Mstep: Class 80 contains 940 members 
Mstep: Class 81 contains 4766 members 
Mstep: Class 82 contains 781 members 
Mstep: Class 83 contains 14504 members 
Mstep: Class 84 contains 3521 members 
Entering Unmasked Estep 
Score: -85898024.000000 Penalty: 181639.562500
Splitting cluster 55 changes total score from -85870488.000000 to -85898024.000000
So it's getting split into cluster 84.
Entering ConstructFrom: 
Trying to split cluster 56 (11877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Entering Unmasked Estep 
Score: -1732787.500000 Penalty: 1524.633301
	Iteration 0F: 2 clusters Score -1732788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1724436.500000 Penalty: 3049.266602
	Iteration 0F: 3 clusters Score -1724436 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1727270.750000 Penalty: 3049.266602
	Iteration 1F: 3 clusters Score -1727271 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1727556.125000 Penalty: 3049.266602
	Iteration 2F: 3 clusters Score -1727556 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1727826.625000 Penalty: 3049.266602
	Iteration 3F: 3 clusters Score -1727827 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1728077.875000 Penalty: 3049.266602
	Iteration 4F: 3 clusters Score -1728078 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1728289.750000 Penalty: 3049.266602
	Iteration 5Q: 3 clusters Score -1728290 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1728474.500000 Penalty: 3049.266602
	Iteration 6Q: 3 clusters Score -1728474 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1728644.500000 Penalty: 3049.266602
	Iteration 7Q: 3 clusters Score -1728644 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1728791.625000 Penalty: 3049.266602
	Iteration 8Q: 3 clusters Score -1728792 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1728962.875000 Penalty: 3049.266602
	Iteration 9Q: 3 clusters Score -1728963 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1729134.750000 Penalty: 3049.266602
	Iteration 10Q: 3 clusters Score -1729135 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1729340.250000 Penalty: 3049.266602
	Iteration 11Q: 3 clusters Score -1729340 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1729596.125000 Penalty: 3049.266602
	Iteration 12Q: 3 clusters Score -1729596 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1729857.250000 Penalty: 3049.266602
	Iteration 13Q: 3 clusters Score -1729857 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1730136.875000 Penalty: 3049.266602
	Iteration 14Q: 3 clusters Score -1730137 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1730422.125000 Penalty: 3049.266602
	Iteration 15Q: 3 clusters Score -1730422 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1730678.250000 Penalty: 3049.266602
	Iteration 16Q: 3 clusters Score -1730678 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1730881.000000 Penalty: 3049.266602
	Iteration 17Q: 3 clusters Score -1730881 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1731027.500000 Penalty: 3049.266602
	Iteration 18Q: 3 clusters Score -1731028 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1731154.750000 Penalty: 3049.266602
	Iteration 19Q: 3 clusters Score -1731155 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1731241.125000 Penalty: 3049.266602
	Iteration 20F: 3 clusters Score -1731241 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1731301.875000 Penalty: 3049.266602
	Iteration 21Q: 3 clusters Score -1731302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1731347.875000 Penalty: 3049.266602
	Iteration 22Q: 3 clusters Score -1731348 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1731388.875000 Penalty: 3049.266602
	Iteration 23Q: 3 clusters Score -1731389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1731417.375000 Penalty: 3049.266602
	Iteration 24Q: 3 clusters Score -1731417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1731435.375000 Penalty: 3049.266602
	Iteration 25Q: 3 clusters Score -1731435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1731442.875000 Penalty: 3049.266602
	Iteration 26Q: 3 clusters Score -1731443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1731452.625000 Penalty: 3049.266602
	Iteration 27Q: 3 clusters Score -1731453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1731457.875000 Penalty: 3049.266602
	Iteration 28Q: 3 clusters Score -1731458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1731461.625000 Penalty: 3049.266602
	Iteration 29Q: 3 clusters Score -1731462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1731462.125000 Penalty: 3049.266602
	Iteration 30Q: 3 clusters Score -1731462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1731462.500000 Penalty: 3049.266602
	Iteration 31Q: 3 clusters Score -1731462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1731462.250000 Penalty: 3049.266602
	Iteration 32Q: 3 clusters Score -1731462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1731462.625000 Penalty: 3049.266602
	Iteration 33Q: 3 clusters Score -1731463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1731465.250000 Penalty: 3049.266602
	Iteration 34Q: 3 clusters Score -1731465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1731465.625000 Penalty: 3049.266602
	Iteration 35Q: 3 clusters Score -1731466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1731465.875000 Penalty: 3049.266602
	Iteration 36Q: 3 clusters Score -1731466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1731470.250000 Penalty: 3049.266602
	Iteration 37Q: 3 clusters Score -1731470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1731474.250000 Penalty: 3049.266602
	Iteration 38Q: 3 clusters Score -1731474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1731478.500000 Penalty: 3049.266602
	Iteration 39Q: 3 clusters Score -1731478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1731484.625000 Penalty: 3049.266602
	Iteration 40F: 3 clusters Score -1731485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1731485.250000 Penalty: 3049.266602
	Iteration 41Q: 3 clusters Score -1731485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1731488.375000 Penalty: 3049.266602
	Iteration 42Q: 3 clusters Score -1731488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1731488.375000 Penalty: 3049.266602
	Iteration 43F: 3 clusters Score -1731488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -69952.304688 Penalty: 1019.342529
	Iteration 0F: 2 clusters Score -69952.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68931.023438 Penalty: 2038.685059
	Iteration 0F: 3 clusters Score -68931.02 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -69129.039062 Penalty: 2038.685059
	Iteration 1F: 3 clusters Score -69129.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -69176.656250 Penalty: 2038.685059
	Iteration 2F: 3 clusters Score -69176.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -69205.640625 Penalty: 2038.685059
	Iteration 3Q: 3 clusters Score -69205.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69214.992188 Penalty: 2038.685059
	Iteration 4Q: 3 clusters Score -69214.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69222.929688 Penalty: 2038.685059
	Iteration 5Q: 3 clusters Score -69222.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -69244.710938 Penalty: 2038.685059
	Iteration 6Q: 3 clusters Score -69244.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69274.171875 Penalty: 2038.685059
	Iteration 7Q: 3 clusters Score -69274.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -69300.054688 Penalty: 2038.685059
	Iteration 8Q: 3 clusters Score -69300.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -69323.640625 Penalty: 2038.685059
	Iteration 9Q: 3 clusters Score -69323.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -69362.054688 Penalty: 2038.685059
	Iteration 10Q: 3 clusters Score -69362.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69425.234375 Penalty: 2038.685059
	Iteration 11Q: 3 clusters Score -69425.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -69494.796875 Penalty: 2038.685059
	Iteration 12Q: 3 clusters Score -69494.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -69540.640625 Penalty: 2038.685059
	Iteration 13Q: 3 clusters Score -69540.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -69559.945312 Penalty: 2038.685059
	Iteration 14Q: 3 clusters Score -69559.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -69578.968750 Penalty: 2038.685059
	Iteration 15Q: 3 clusters Score -69578.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -69601.125000 Penalty: 2038.685059
	Iteration 16Q: 3 clusters Score -69601.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -69610.617188 Penalty: 2038.685059
	Iteration 17Q: 3 clusters Score -69610.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -69618.734375 Penalty: 2038.685059
	Iteration 18Q: 3 clusters Score -69618.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -69619.804688 Penalty: 2038.685059
	Iteration 19Q: 3 clusters Score -69619.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -69624.656250 Penalty: 2038.685059
	Iteration 20F: 3 clusters Score -69624.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -69627.773438 Penalty: 2038.685059
	Iteration 21Q: 3 clusters Score -69627.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -69627.773438 Penalty: 2038.685059
	Iteration 22F: 3 clusters Score -69627.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (14062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Entering Unmasked Estep 
Score: -2131931.250000 Penalty: 1552.075073
	Iteration 0F: 2 clusters Score -2131931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2122366.250000 Penalty: 3104.150146
	Iteration 0F: 3 clusters Score -2122366 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2125653.500000 Penalty: 3104.150146
	Iteration 1F: 3 clusters Score -2125654 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2125944.000000 Penalty: 3104.150146
	Iteration 2F: 3 clusters Score -2125944 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2126210.750000 Penalty: 3104.150146
	Iteration 3Q: 3 clusters Score -2126211 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2126451.000000 Penalty: 3104.150146
	Iteration 4Q: 3 clusters Score -2126451 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2126684.250000 Penalty: 3104.150146
	Iteration 5Q: 3 clusters Score -2126684 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2126957.000000 Penalty: 3104.150146
	Iteration 6Q: 3 clusters Score -2126957 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2127266.000000 Penalty: 3104.150146
	Iteration 7Q: 3 clusters Score -2127266 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2127576.000000 Penalty: 3104.150146
	Iteration 8Q: 3 clusters Score -2127576 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2127901.500000 Penalty: 3104.150146
	Iteration 9Q: 3 clusters Score -2127902 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2128222.250000 Penalty: 3104.150146
	Iteration 10Q: 3 clusters Score -2128222 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2128575.750000 Penalty: 3104.150146
	Iteration 11Q: 3 clusters Score -2128576 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2128911.000000 Penalty: 3104.150146
	Iteration 12Q: 3 clusters Score -2128911 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2129198.250000 Penalty: 3104.150146
	Iteration 13Q: 3 clusters Score -2129198 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2129382.000000 Penalty: 3104.150146
	Iteration 14Q: 3 clusters Score -2129382 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2129500.250000 Penalty: 3104.150146
	Iteration 15Q: 3 clusters Score -2129500 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2129584.750000 Penalty: 3104.150146
	Iteration 16Q: 3 clusters Score -2129585 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2129667.000000 Penalty: 3104.150146
	Iteration 17Q: 3 clusters Score -2129667 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2129714.250000 Penalty: 3104.150146
	Iteration 18Q: 3 clusters Score -2129714 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2129763.000000 Penalty: 3104.150146
	Iteration 19Q: 3 clusters Score -2129763 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2129802.250000 Penalty: 3104.150146
	Iteration 20F: 3 clusters Score -2129802 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2129836.000000 Penalty: 3104.150146
	Iteration 21Q: 3 clusters Score -2129836 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2129873.000000 Penalty: 3104.150146
	Iteration 22Q: 3 clusters Score -2129873 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2129905.750000 Penalty: 3104.150146
	Iteration 23Q: 3 clusters Score -2129906 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2129941.750000 Penalty: 3104.150146
	Iteration 24Q: 3 clusters Score -2129942 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2129982.500000 Penalty: 3104.150146
	Iteration 25Q: 3 clusters Score -2129982 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2130007.750000 Penalty: 3104.150146
	Iteration 26Q: 3 clusters Score -2130008 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2130017.500000 Penalty: 3104.150146
	Iteration 27Q: 3 clusters Score -2130018 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2130038.000000 Penalty: 3104.150146
	Iteration 28Q: 3 clusters Score -2130038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2130065.250000 Penalty: 3104.150146
	Iteration 29Q: 3 clusters Score -2130065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2130081.500000 Penalty: 3104.150146
	Iteration 30Q: 3 clusters Score -2130082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2130101.000000 Penalty: 3104.150146
	Iteration 31Q: 3 clusters Score -2130101 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2130120.750000 Penalty: 3104.150146
	Iteration 32Q: 3 clusters Score -2130121 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2130151.000000 Penalty: 3104.150146
	Iteration 33Q: 3 clusters Score -2130151 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2130173.250000 Penalty: 3104.150146
	Iteration 34Q: 3 clusters Score -2130173 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2130196.500000 Penalty: 3104.150146
	Iteration 35Q: 3 clusters Score -2130196 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2130223.000000 Penalty: 3104.150146
	Iteration 36Q: 3 clusters Score -2130223 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2130248.250000 Penalty: 3104.150146
	Iteration 37Q: 3 clusters Score -2130248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2130265.750000 Penalty: 3104.150146
	Iteration 38Q: 3 clusters Score -2130266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2130284.000000 Penalty: 3104.150146
	Iteration 39Q: 3 clusters Score -2130284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2130311.750000 Penalty: 3104.150146
	Iteration 40F: 3 clusters Score -2130312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2130340.500000 Penalty: 3104.150146
	Iteration 41Q: 3 clusters Score -2130340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2130348.750000 Penalty: 3104.150146
	Iteration 42Q: 3 clusters Score -2130349 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2130372.750000 Penalty: 3104.150146
	Iteration 43Q: 3 clusters Score -2130373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2130384.250000 Penalty: 3104.150146
	Iteration 44Q: 3 clusters Score -2130384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2130393.500000 Penalty: 3104.150146
	Iteration 45Q: 3 clusters Score -2130394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2130408.250000 Penalty: 3104.150146
	Iteration 46Q: 3 clusters Score -2130408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2130416.500000 Penalty: 3104.150146
	Iteration 47Q: 3 clusters Score -2130416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2130425.750000 Penalty: 3104.150146
	Iteration 48Q: 3 clusters Score -2130426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2130434.750000 Penalty: 3104.150146
	Iteration 49Q: 3 clusters Score -2130435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2130440.000000 Penalty: 3104.150146
	Iteration 50Q: 3 clusters Score -2130440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2130446.500000 Penalty: 3104.150146
	Iteration 51Q: 3 clusters Score -2130446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2130454.750000 Penalty: 3104.150146
	Iteration 52Q: 3 clusters Score -2130455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2130461.500000 Penalty: 3104.150146
	Iteration 53Q: 3 clusters Score -2130462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2130469.000000 Penalty: 3104.150146
	Iteration 54Q: 3 clusters Score -2130469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2130479.750000 Penalty: 3104.150146
	Iteration 55Q: 3 clusters Score -2130480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2130494.250000 Penalty: 3104.150146
	Iteration 56Q: 3 clusters Score -2130494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2130503.250000 Penalty: 3104.150146
	Iteration 57Q: 3 clusters Score -2130503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2130516.000000 Penalty: 3104.150146
	Iteration 58Q: 3 clusters Score -2130516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2130517.250000 Penalty: 3104.150146
	Iteration 59Q: 3 clusters Score -2130517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2130517.500000 Penalty: 3104.150146
	Iteration 60F: 3 clusters Score -2130518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2130518.500000 Penalty: 3104.150146
	Iteration 61Q: 3 clusters Score -2130518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2130519.500000 Penalty: 3104.150146
	Iteration 62Q: 3 clusters Score -2130520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2130520.750000 Penalty: 3104.150146
	Iteration 63Q: 3 clusters Score -2130521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2130520.000000 Penalty: 3104.150146
	Iteration 64Q: 3 clusters Score -2130520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2130520.000000 Penalty: 3104.150146
	Iteration 65F: 3 clusters Score -2130520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Entering Unmasked Estep 
Score: -226038.218750 Penalty: 1216.483521
	Iteration 0F: 2 clusters Score -226038.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -224091.546875 Penalty: 2432.967041
	Iteration 0F: 3 clusters Score -224091.5 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -224593.015625 Penalty: 2432.967041
	Iteration 1F: 3 clusters Score -224593 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -224819.265625 Penalty: 2432.967041
	Iteration 2F: 3 clusters Score -224819.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -225027.125000 Penalty: 2432.967041
	Iteration 3F: 3 clusters Score -225027.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -225200.531250 Penalty: 2432.967041
	Iteration 4F: 3 clusters Score -225200.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -225325.515625 Penalty: 2432.967041
	Iteration 5F: 3 clusters Score -225325.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -225425.171875 Penalty: 2432.967041
	Iteration 6Q: 3 clusters Score -225425.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -225515.140625 Penalty: 2432.967041
	Iteration 7Q: 3 clusters Score -225515.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -225581.312500 Penalty: 2432.967041
	Iteration 8Q: 3 clusters Score -225581.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -225625.718750 Penalty: 2432.967041
	Iteration 9Q: 3 clusters Score -225625.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -225667.000000 Penalty: 2432.967041
	Iteration 10Q: 3 clusters Score -225667 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -225692.078125 Penalty: 2432.967041
	Iteration 11Q: 3 clusters Score -225692.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -225702.328125 Penalty: 2432.967041
	Iteration 12Q: 3 clusters Score -225702.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -225710.562500 Penalty: 2432.967041
	Iteration 13Q: 3 clusters Score -225710.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -225717.609375 Penalty: 2432.967041
	Iteration 14Q: 3 clusters Score -225717.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -225724.781250 Penalty: 2432.967041
	Iteration 15Q: 3 clusters Score -225724.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -225730.937500 Penalty: 2432.967041
	Iteration 16Q: 3 clusters Score -225730.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -225734.828125 Penalty: 2432.967041
	Iteration 17Q: 3 clusters Score -225734.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -225740.625000 Penalty: 2432.967041
	Iteration 18Q: 3 clusters Score -225740.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -225746.187500 Penalty: 2432.967041
	Iteration 19Q: 3 clusters Score -225746.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -225750.062500 Penalty: 2432.967041
	Iteration 20F: 3 clusters Score -225750.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -225755.125000 Penalty: 2432.967041
	Iteration 21Q: 3 clusters Score -225755.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -225760.703125 Penalty: 2432.967041
	Iteration 22Q: 3 clusters Score -225760.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -225764.500000 Penalty: 2432.967041
	Iteration 23Q: 3 clusters Score -225764.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -225766.296875 Penalty: 2432.967041
	Iteration 24Q: 3 clusters Score -225766.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -225771.312500 Penalty: 2432.967041
	Iteration 25Q: 3 clusters Score -225771.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -225778.671875 Penalty: 2432.967041
	Iteration 26Q: 3 clusters Score -225778.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -225782.937500 Penalty: 2432.967041
	Iteration 27Q: 3 clusters Score -225782.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -225788.390625 Penalty: 2432.967041
	Iteration 28Q: 3 clusters Score -225788.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -225797.218750 Penalty: 2432.967041
	Iteration 29Q: 3 clusters Score -225797.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -225804.843750 Penalty: 2432.967041
	Iteration 30Q: 3 clusters Score -225804.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -225809.515625 Penalty: 2432.967041
	Iteration 31Q: 3 clusters Score -225809.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -225812.656250 Penalty: 2432.967041
	Iteration 32Q: 3 clusters Score -225812.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -225814.562500 Penalty: 2432.967041
	Iteration 33Q: 3 clusters Score -225814.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -225819.109375 Penalty: 2432.967041
	Iteration 34Q: 3 clusters Score -225819.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -225820.906250 Penalty: 2432.967041
	Iteration 35Q: 3 clusters Score -225820.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -225823.656250 Penalty: 2432.967041
	Iteration 36Q: 3 clusters Score -225823.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -225825.171875 Penalty: 2432.967041
	Iteration 37Q: 3 clusters Score -225825.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -225826.671875 Penalty: 2432.967041
	Iteration 38Q: 3 clusters Score -225826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -225828.109375 Penalty: 2432.967041
	Iteration 39Q: 3 clusters Score -225828.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -225828.468750 Penalty: 2432.967041
	Iteration 40F: 3 clusters Score -225828.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -225828.640625 Penalty: 2432.967041
	Iteration 41Q: 3 clusters Score -225828.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -225828.640625 Penalty: 2432.967041
	Iteration 42F: 3 clusters Score -225828.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -101988.273438 Penalty: 1102.841553
	Iteration 0F: 2 clusters Score -101988.3 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 440 members 
Entering Unmasked Estep 
Score: -100620.070312 Penalty: 2205.683105
	Iteration 0F: 3 clusters Score -100620.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -100945.054688 Penalty: 2205.683105
	Iteration 1F: 3 clusters Score -100945.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101118.914062 Penalty: 2205.683105
	Iteration 2F: 3 clusters Score -101118.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -101208.765625 Penalty: 2205.683105
	Iteration 3F: 3 clusters Score -101208.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -101258.773438 Penalty: 2205.683105
	Iteration 4Q: 3 clusters Score -101258.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -101296.664062 Penalty: 2205.683105
	Iteration 5Q: 3 clusters Score -101296.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -101318.140625 Penalty: 2205.683105
	Iteration 6Q: 3 clusters Score -101318.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -101335.335938 Penalty: 2205.683105
	Iteration 7Q: 3 clusters Score -101335.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -101349.835938 Penalty: 2205.683105
	Iteration 8Q: 3 clusters Score -101349.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -101380.515625 Penalty: 2205.683105
	Iteration 9Q: 3 clusters Score -101380.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -101395.765625 Penalty: 2205.683105
	Iteration 10Q: 3 clusters Score -101395.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -101407.992188 Penalty: 2205.683105
	Iteration 11Q: 3 clusters Score -101408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -101421.218750 Penalty: 2205.683105
	Iteration 12Q: 3 clusters Score -101421.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -101427.789062 Penalty: 2205.683105
	Iteration 13Q: 3 clusters Score -101427.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -101430.671875 Penalty: 2205.683105
	Iteration 14Q: 3 clusters Score -101430.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -101431.554688 Penalty: 2205.683105
	Iteration 15Q: 3 clusters Score -101431.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -101433.187500 Penalty: 2205.683105
	Iteration 16Q: 3 clusters Score -101433.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -101434.031250 Penalty: 2205.683105
	Iteration 17Q: 3 clusters Score -101434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -101434.031250 Penalty: 2205.683105
	Iteration 18F: 3 clusters Score -101434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (6265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Entering Unmasked Estep 
Score: -906730.875000 Penalty: 1420.694214
	Iteration 0F: 2 clusters Score -906730.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -901954.812500 Penalty: 2841.388428
	Iteration 0F: 3 clusters Score -901954.8 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -903378.812500 Penalty: 2841.388428
	Iteration 1F: 3 clusters Score -903378.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -903565.562500 Penalty: 2841.388428
	Iteration 2F: 3 clusters Score -903565.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -903694.312500 Penalty: 2841.388428
	Iteration 3Q: 3 clusters Score -903694.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -903808.312500 Penalty: 2841.388428
	Iteration 4Q: 3 clusters Score -903808.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -903896.562500 Penalty: 2841.388428
	Iteration 5Q: 3 clusters Score -903896.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -903985.375000 Penalty: 2841.388428
	Iteration 6Q: 3 clusters Score -903985.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -904071.687500 Penalty: 2841.388428
	Iteration 7Q: 3 clusters Score -904071.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -904155.812500 Penalty: 2841.388428
	Iteration 8Q: 3 clusters Score -904155.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -904231.125000 Penalty: 2841.388428
	Iteration 9Q: 3 clusters Score -904231.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -904290.312500 Penalty: 2841.388428
	Iteration 10Q: 3 clusters Score -904290.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -904349.187500 Penalty: 2841.388428
	Iteration 11Q: 3 clusters Score -904349.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -904421.625000 Penalty: 2841.388428
	Iteration 12Q: 3 clusters Score -904421.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -904505.562500 Penalty: 2841.388428
	Iteration 13Q: 3 clusters Score -904505.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -904597.000000 Penalty: 2841.388428
	Iteration 14Q: 3 clusters Score -904597 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -904695.687500 Penalty: 2841.388428
	Iteration 15Q: 3 clusters Score -904695.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -904799.375000 Penalty: 2841.388428
	Iteration 16Q: 3 clusters Score -904799.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -904900.500000 Penalty: 2841.388428
	Iteration 17Q: 3 clusters Score -904900.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -905010.687500 Penalty: 2841.388428
	Iteration 18Q: 3 clusters Score -905010.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -905114.250000 Penalty: 2841.388428
	Iteration 19Q: 3 clusters Score -905114.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -905202.125000 Penalty: 2841.388428
	Iteration 20F: 3 clusters Score -905202.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -905260.125000 Penalty: 2841.388428
	Iteration 21Q: 3 clusters Score -905260.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -905318.562500 Penalty: 2841.388428
	Iteration 22Q: 3 clusters Score -905318.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -905368.312500 Penalty: 2841.388428
	Iteration 23Q: 3 clusters Score -905368.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -905408.937500 Penalty: 2841.388428
	Iteration 24Q: 3 clusters Score -905408.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -905432.562500 Penalty: 2841.388428
	Iteration 25Q: 3 clusters Score -905432.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -905446.375000 Penalty: 2841.388428
	Iteration 26Q: 3 clusters Score -905446.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -905460.875000 Penalty: 2841.388428
	Iteration 27Q: 3 clusters Score -905460.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -905468.062500 Penalty: 2841.388428
	Iteration 28Q: 3 clusters Score -905468.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -905478.250000 Penalty: 2841.388428
	Iteration 29Q: 3 clusters Score -905478.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -905489.562500 Penalty: 2841.388428
	Iteration 30Q: 3 clusters Score -905489.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -905499.000000 Penalty: 2841.388428
	Iteration 31Q: 3 clusters Score -905499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -905507.250000 Penalty: 2841.388428
	Iteration 32Q: 3 clusters Score -905507.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -905514.562500 Penalty: 2841.388428
	Iteration 33Q: 3 clusters Score -905514.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -905517.500000 Penalty: 2841.388428
	Iteration 34Q: 3 clusters Score -905517.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -905529.250000 Penalty: 2841.388428
	Iteration 35Q: 3 clusters Score -905529.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -905538.187500 Penalty: 2841.388428
	Iteration 36Q: 3 clusters Score -905538.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -905545.437500 Penalty: 2841.388428
	Iteration 37Q: 3 clusters Score -905545.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -905550.187500 Penalty: 2841.388428
	Iteration 38Q: 3 clusters Score -905550.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -905558.875000 Penalty: 2841.388428
	Iteration 39Q: 3 clusters Score -905558.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -905561.750000 Penalty: 2841.388428
	Iteration 40F: 3 clusters Score -905561.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -905565.812500 Penalty: 2841.388428
	Iteration 41Q: 3 clusters Score -905565.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -905568.562500 Penalty: 2841.388428
	Iteration 42Q: 3 clusters Score -905568.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -905568.875000 Penalty: 2841.388428
	Iteration 43Q: 3 clusters Score -905568.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -905568.875000 Penalty: 2841.388428
	Iteration 44F: 3 clusters Score -905568.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (35649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Entering Unmasked Estep 
Score: -5404707.000000 Penalty: 1703.239990
	Iteration 0F: 2 clusters Score -5404707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -5392789.500000 Penalty: 3406.479980
	Iteration 0F: 3 clusters Score -5392790 nChanged 16647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -5402538.000000 Penalty: 3406.479980
	Iteration 1F: 3 clusters Score -5402538 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -5403425.000000 Penalty: 3406.479980
	Iteration 2F: 3 clusters Score -5403425 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -5404359.000000 Penalty: 3406.479980
	Iteration 3F: 3 clusters Score -5404359 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -5405526.500000 Penalty: 3406.479980
	Iteration 4F: 3 clusters Score -5405526 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -5406848.500000 Penalty: 3406.479980
	Iteration 5F: 3 clusters Score -5406848 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -5408039.500000 Penalty: 3406.479980
	Iteration 6F: 3 clusters Score -5408040 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -5409101.000000 Penalty: 3406.479980
	Iteration 7F: 3 clusters Score -5409101 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -5409893.500000 Penalty: 3406.479980
	Iteration 8Q: 3 clusters Score -5409894 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -5410378.500000 Penalty: 3406.479980
	Iteration 9Q: 3 clusters Score -5410378 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -5410717.500000 Penalty: 3406.479980
	Iteration 10Q: 3 clusters Score -5410718 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -5410991.500000 Penalty: 3406.479980
	Iteration 11Q: 3 clusters Score -5410992 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -5411279.500000 Penalty: 3406.479980
	Iteration 12Q: 3 clusters Score -5411280 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -5411507.500000 Penalty: 3406.479980
	Iteration 13Q: 3 clusters Score -5411508 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -5411644.500000 Penalty: 3406.479980
	Iteration 14Q: 3 clusters Score -5411644 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -5411796.000000 Penalty: 3406.479980
	Iteration 15Q: 3 clusters Score -5411796 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -5411974.000000 Penalty: 3406.479980
	Iteration 16Q: 3 clusters Score -5411974 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -5412123.000000 Penalty: 3406.479980
	Iteration 17Q: 3 clusters Score -5412123 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -5412259.000000 Penalty: 3406.479980
	Iteration 18Q: 3 clusters Score -5412259 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -5412375.500000 Penalty: 3406.479980
	Iteration 19Q: 3 clusters Score -5412376 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -5412479.000000 Penalty: 3406.479980
	Iteration 20F: 3 clusters Score -5412479 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -5412537.000000 Penalty: 3406.479980
	Iteration 21Q: 3 clusters Score -5412537 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -5412609.000000 Penalty: 3406.479980
	Iteration 22Q: 3 clusters Score -5412609 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -5412647.500000 Penalty: 3406.479980
	Iteration 23Q: 3 clusters Score -5412648 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -5412668.000000 Penalty: 3406.479980
	Iteration 24Q: 3 clusters Score -5412668 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -5412687.000000 Penalty: 3406.479980
	Iteration 25Q: 3 clusters Score -5412687 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -5412700.500000 Penalty: 3406.479980
	Iteration 26Q: 3 clusters Score -5412700 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -5412720.500000 Penalty: 3406.479980
	Iteration 27Q: 3 clusters Score -5412720 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -5412731.500000 Penalty: 3406.479980
	Iteration 28Q: 3 clusters Score -5412732 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -5412753.000000 Penalty: 3406.479980
	Iteration 29Q: 3 clusters Score -5412753 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -5412756.000000 Penalty: 3406.479980
	Iteration 30Q: 3 clusters Score -5412756 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -5412770.500000 Penalty: 3406.479980
	Iteration 31Q: 3 clusters Score -5412770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -5412785.000000 Penalty: 3406.479980
	Iteration 32Q: 3 clusters Score -5412785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -5412793.000000 Penalty: 3406.479980
	Iteration 33Q: 3 clusters Score -5412793 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -5412796.000000 Penalty: 3406.479980
	Iteration 34Q: 3 clusters Score -5412796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -5412813.000000 Penalty: 3406.479980
	Iteration 35Q: 3 clusters Score -5412813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -5412813.500000 Penalty: 3406.479980
	Iteration 36Q: 3 clusters Score -5412814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -5412817.000000 Penalty: 3406.479980
	Iteration 37Q: 3 clusters Score -5412817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -5412828.500000 Penalty: 3406.479980
	Iteration 38Q: 3 clusters Score -5412828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -5412821.500000 Penalty: 3406.479980
	Iteration 39Q: 3 clusters Score -5412822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -5412818.500000 Penalty: 3406.479980
	Iteration 40F: 3 clusters Score -5412818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -5412836.500000 Penalty: 3406.479980
	Iteration 41Q: 3 clusters Score -5412836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -5412827.000000 Penalty: 3406.479980
	Iteration 42Q: 3 clusters Score -5412827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -5412828.000000 Penalty: 3406.479980
	Iteration 43Q: 3 clusters Score -5412828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -5412824.000000 Penalty: 3406.479980
	Iteration 44Q: 3 clusters Score -5412824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -5412832.500000 Penalty: 3406.479980
	Iteration 45Q: 3 clusters Score -5412832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -5412833.500000 Penalty: 3406.479980
	Iteration 46Q: 3 clusters Score -5412834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -5412835.000000 Penalty: 3406.479980
	Iteration 47Q: 3 clusters Score -5412835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -5412837.500000 Penalty: 3406.479980
	Iteration 48Q: 3 clusters Score -5412838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -5412841.000000 Penalty: 3406.479980
	Iteration 49Q: 3 clusters Score -5412841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -5412842.000000 Penalty: 3406.479980
	Iteration 50Q: 3 clusters Score -5412842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -5412843.000000 Penalty: 3406.479980
	Iteration 51Q: 3 clusters Score -5412843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -5412845.500000 Penalty: 3406.479980
	Iteration 52Q: 3 clusters Score -5412846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -5412845.500000 Penalty: 3406.479980
	Iteration 53F: 3 clusters Score -5412846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 21276 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 601 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 15283 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 18716 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 10011 members 
Mstep: Class 38 contains 18130 members 
Mstep: Class 39 contains 1841 members 
Mstep: Class 40 contains 1170 members 
Mstep: Class 41 contains 28632 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 564 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 12699 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 959 members 
Mstep: Class 49 contains 6001 members 
Mstep: Class 50 contains 19817 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2661 members 
Mstep: Class 55 contains 13484 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6265 members 
Mstep: Class 62 contains 19241 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4515 members 
Mstep: Class 65 contains 17424 members 
Mstep: Class 66 contains 1566 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 715 members 
Mstep: Class 69 contains 8835 members 
Mstep: Class 70 contains 652 members 
Mstep: Class 71 contains 909 members 
Mstep: Class 72 contains 13038 members 
Mstep: Class 73 contains 2923 members 
Mstep: Class 74 contains 20553 members 
Mstep: Class 75 contains 1024 members 
Mstep: Class 76 contains 19796 members 
Mstep: Class 77 contains 15245 members 
Mstep: Class 78 contains 3482 members 
Mstep: Class 79 contains 906 members 
Mstep: Class 80 contains 940 members 
Mstep: Class 81 contains 4766 members 
Mstep: Class 82 contains 781 members 
Mstep: Class 83 contains 14504 members 
Mstep: Class 84 contains 3521 members 
Mstep: Class 85 contains 16408 members 
Entering Unmasked Estep 
Score: -85905936.000000 Penalty: 183801.937500
Splitting cluster 62 changes total score from -85870488.000000 to -85905936.000000
So it's getting split into cluster 85.
Entering ConstructFrom: 
Trying to split cluster 63 (1818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Entering Unmasked Estep 
Score: -242130.250000 Penalty: 1219.642456
	Iteration 0F: 2 clusters Score -242130.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -240155.125000 Penalty: 2439.284912
	Iteration 0F: 3 clusters Score -240155.1 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -240665.062500 Penalty: 2439.284912
	Iteration 1F: 3 clusters Score -240665.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -240829.359375 Penalty: 2439.284912
	Iteration 2F: 3 clusters Score -240829.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -240963.859375 Penalty: 2439.284912
	Iteration 3F: 3 clusters Score -240963.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -241102.468750 Penalty: 2439.284912
	Iteration 4F: 3 clusters Score -241102.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -241207.234375 Penalty: 2439.284912
	Iteration 5F: 3 clusters Score -241207.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -241273.484375 Penalty: 2439.284912
	Iteration 6Q: 3 clusters Score -241273.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -241321.843750 Penalty: 2439.284912
	Iteration 7Q: 3 clusters Score -241321.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -241362.046875 Penalty: 2439.284912
	Iteration 8Q: 3 clusters Score -241362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -241386.500000 Penalty: 2439.284912
	Iteration 9Q: 3 clusters Score -241386.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -241407.156250 Penalty: 2439.284912
	Iteration 10Q: 3 clusters Score -241407.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -241421.859375 Penalty: 2439.284912
	Iteration 11Q: 3 clusters Score -241421.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -241434.953125 Penalty: 2439.284912
	Iteration 12Q: 3 clusters Score -241435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -241445.359375 Penalty: 2439.284912
	Iteration 13Q: 3 clusters Score -241445.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -241448.812500 Penalty: 2439.284912
	Iteration 14Q: 3 clusters Score -241448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -241451.140625 Penalty: 2439.284912
	Iteration 15Q: 3 clusters Score -241451.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -241452.906250 Penalty: 2439.284912
	Iteration 16Q: 3 clusters Score -241452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -241452.906250 Penalty: 2439.284912
	Iteration 17F: 3 clusters Score -241452.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (4515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Entering Unmasked Estep 
Score: -596094.312500 Penalty: 1367.463501
	Iteration 0F: 2 clusters Score -596094.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -592438.187500 Penalty: 2734.927002
	Iteration 0F: 3 clusters Score -592438.2 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -593460.687500 Penalty: 2734.927002
	Iteration 1F: 3 clusters Score -593460.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -593668.312500 Penalty: 2734.927002
	Iteration 2F: 3 clusters Score -593668.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -593852.812500 Penalty: 2734.927002
	Iteration 3F: 3 clusters Score -593852.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -594005.312500 Penalty: 2734.927002
	Iteration 4Q: 3 clusters Score -594005.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -594136.562500 Penalty: 2734.927002
	Iteration 5Q: 3 clusters Score -594136.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -594256.500000 Penalty: 2734.927002
	Iteration 6Q: 3 clusters Score -594256.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -594356.562500 Penalty: 2734.927002
	Iteration 7Q: 3 clusters Score -594356.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -594440.000000 Penalty: 2734.927002
	Iteration 8Q: 3 clusters Score -594440 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -594512.312500 Penalty: 2734.927002
	Iteration 9Q: 3 clusters Score -594512.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -594573.000000 Penalty: 2734.927002
	Iteration 10Q: 3 clusters Score -594573 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -594622.125000 Penalty: 2734.927002
	Iteration 11Q: 3 clusters Score -594622.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -594652.625000 Penalty: 2734.927002
	Iteration 12Q: 3 clusters Score -594652.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -594683.437500 Penalty: 2734.927002
	Iteration 13Q: 3 clusters Score -594683.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -594712.812500 Penalty: 2734.927002
	Iteration 14Q: 3 clusters Score -594712.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -594732.812500 Penalty: 2734.927002
	Iteration 15Q: 3 clusters Score -594732.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -594751.750000 Penalty: 2734.927002
	Iteration 16Q: 3 clusters Score -594751.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -594761.437500 Penalty: 2734.927002
	Iteration 17Q: 3 clusters Score -594761.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -594770.562500 Penalty: 2734.927002
	Iteration 18Q: 3 clusters Score -594770.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -594776.625000 Penalty: 2734.927002
	Iteration 19Q: 3 clusters Score -594776.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -594781.437500 Penalty: 2734.927002
	Iteration 20F: 3 clusters Score -594781.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -594783.562500 Penalty: 2734.927002
	Iteration 21Q: 3 clusters Score -594783.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -594786.750000 Penalty: 2734.927002
	Iteration 22Q: 3 clusters Score -594786.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -594788.937500 Penalty: 2734.927002
	Iteration 23Q: 3 clusters Score -594788.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -594789.437500 Penalty: 2734.927002
	Iteration 24Q: 3 clusters Score -594789.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -594789.750000 Penalty: 2734.927002
	Iteration 25Q: 3 clusters Score -594789.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -594790.375000 Penalty: 2734.927002
	Iteration 26Q: 3 clusters Score -594790.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -594792.937500 Penalty: 2734.927002
	Iteration 27Q: 3 clusters Score -594792.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -594793.625000 Penalty: 2734.927002
	Iteration 28Q: 3 clusters Score -594793.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -594794.937500 Penalty: 2734.927002
	Iteration 29Q: 3 clusters Score -594794.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -594796.750000 Penalty: 2734.927002
	Iteration 30Q: 3 clusters Score -594796.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -594796.812500 Penalty: 2734.927002
	Iteration 31Q: 3 clusters Score -594796.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -594797.250000 Penalty: 2734.927002
	Iteration 32Q: 3 clusters Score -594797.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -594798.187500 Penalty: 2734.927002
	Iteration 33Q: 3 clusters Score -594798.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -594799.437500 Penalty: 2734.927002
	Iteration 34Q: 3 clusters Score -594799.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -594800.250000 Penalty: 2734.927002
	Iteration 35Q: 3 clusters Score -594800.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -594802.312500 Penalty: 2734.927002
	Iteration 36Q: 3 clusters Score -594802.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -594802.125000 Penalty: 2734.927002
	Iteration 37Q: 3 clusters Score -594802.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -594803.812500 Penalty: 2734.927002
	Iteration 38Q: 3 clusters Score -594803.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -594804.937500 Penalty: 2734.927002
	Iteration 39Q: 3 clusters Score -594804.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -594803.625000 Penalty: 2734.927002
	Iteration 40F: 3 clusters Score -594803.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -594806.625000 Penalty: 2734.927002
	Iteration 41Q: 3 clusters Score -594806.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -594807.062500 Penalty: 2734.927002
	Iteration 42Q: 3 clusters Score -594807.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -594808.437500 Penalty: 2734.927002
	Iteration 43Q: 3 clusters Score -594808.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -594809.312500 Penalty: 2734.927002
	Iteration 44Q: 3 clusters Score -594809.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -594809.500000 Penalty: 2734.927002
	Iteration 45Q: 3 clusters Score -594809.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -594813.125000 Penalty: 2734.927002
	Iteration 46Q: 3 clusters Score -594813.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -594816.000000 Penalty: 2734.927002
	Iteration 47Q: 3 clusters Score -594816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -594818.375000 Penalty: 2734.927002
	Iteration 48Q: 3 clusters Score -594818.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -594821.062500 Penalty: 2734.927002
	Iteration 49Q: 3 clusters Score -594821.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -594825.500000 Penalty: 2734.927002
	Iteration 50Q: 3 clusters Score -594825.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -594828.062500 Penalty: 2734.927002
	Iteration 51Q: 3 clusters Score -594828.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -594829.000000 Penalty: 2734.927002
	Iteration 52Q: 3 clusters Score -594829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -594829.937500 Penalty: 2734.927002
	Iteration 53Q: 3 clusters Score -594829.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -594831.437500 Penalty: 2734.927002
	Iteration 54Q: 3 clusters Score -594831.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -594831.750000 Penalty: 2734.927002
	Iteration 55Q: 3 clusters Score -594831.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -594832.000000 Penalty: 2734.927002
	Iteration 56Q: 3 clusters Score -594832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -594832.625000 Penalty: 2734.927002
	Iteration 57Q: 3 clusters Score -594832.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -594831.687500 Penalty: 2734.927002
	Iteration 58Q: 3 clusters Score -594831.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -594832.937500 Penalty: 2734.927002
	Iteration 59Q: 3 clusters Score -594832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -594832.687500 Penalty: 2734.927002
	Iteration 60F: 3 clusters Score -594832.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -594835.250000 Penalty: 2734.927002
	Iteration 61Q: 3 clusters Score -594835.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -594836.687500 Penalty: 2734.927002
	Iteration 62Q: 3 clusters Score -594836.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -594836.937500 Penalty: 2734.927002
	Iteration 63Q: 3 clusters Score -594836.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -594838.500000 Penalty: 2734.927002
	Iteration 64Q: 3 clusters Score -594838.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -594838.062500 Penalty: 2734.927002
	Iteration 65Q: 3 clusters Score -594838.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -594840.750000 Penalty: 2734.927002
	Iteration 66Q: 3 clusters Score -594840.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -594843.187500 Penalty: 2734.927002
	Iteration 67Q: 3 clusters Score -594843.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -594844.062500 Penalty: 2734.927002
	Iteration 68Q: 3 clusters Score -594844.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -594847.562500 Penalty: 2734.927002
	Iteration 69Q: 3 clusters Score -594847.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -594851.125000 Penalty: 2734.927002
	Iteration 70Q: 3 clusters Score -594851.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -594853.062500 Penalty: 2734.927002
	Iteration 71Q: 3 clusters Score -594853.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -594853.875000 Penalty: 2734.927002
	Iteration 72Q: 3 clusters Score -594853.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -594856.375000 Penalty: 2734.927002
	Iteration 73Q: 3 clusters Score -594856.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -594861.437500 Penalty: 2734.927002
	Iteration 74Q: 3 clusters Score -594861.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -594864.875000 Penalty: 2734.927002
	Iteration 75Q: 3 clusters Score -594864.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -594866.062500 Penalty: 2734.927002
	Iteration 76Q: 3 clusters Score -594866.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -594869.187500 Penalty: 2734.927002
	Iteration 77Q: 3 clusters Score -594869.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -594871.187500 Penalty: 2734.927002
	Iteration 78Q: 3 clusters Score -594871.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -594873.000000 Penalty: 2734.927002
	Iteration 79Q: 3 clusters Score -594873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -594874.375000 Penalty: 2734.927002
	Iteration 80F: 3 clusters Score -594874.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -594875.125000 Penalty: 2734.927002
	Iteration 81Q: 3 clusters Score -594875.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -594875.687500 Penalty: 2734.927002
	Iteration 82Q: 3 clusters Score -594875.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -594877.375000 Penalty: 2734.927002
	Iteration 83Q: 3 clusters Score -594877.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -594879.500000 Penalty: 2734.927002
	Iteration 84Q: 3 clusters Score -594879.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -594879.250000 Penalty: 2734.927002
	Iteration 85Q: 3 clusters Score -594879.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -594881.250000 Penalty: 2734.927002
	Iteration 86Q: 3 clusters Score -594881.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -594882.625000 Penalty: 2734.927002
	Iteration 87Q: 3 clusters Score -594882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -594883.375000 Penalty: 2734.927002
	Iteration 88Q: 3 clusters Score -594883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -594883.500000 Penalty: 2734.927002
	Iteration 89Q: 3 clusters Score -594883.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -594883.000000 Penalty: 2734.927002
	Iteration 90Q: 3 clusters Score -594883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -594883.500000 Penalty: 2734.927002
	Iteration 91Q: 3 clusters Score -594883.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -594884.562500 Penalty: 2734.927002
	Iteration 92Q: 3 clusters Score -594884.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -594885.000000 Penalty: 2734.927002
	Iteration 93Q: 3 clusters Score -594885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -594885.000000 Penalty: 2734.927002
	Iteration 94F: 3 clusters Score -594885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (17424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Entering Unmasked Estep 
Score: -2638359.500000 Penalty: 1586.910645
	Iteration 0F: 2 clusters Score -2638360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2626692.500000 Penalty: 3173.821289
	Iteration 0F: 3 clusters Score -2626692 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2631133.500000 Penalty: 3173.821289
	Iteration 1F: 3 clusters Score -2631134 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2631527.500000 Penalty: 3173.821289
	Iteration 2F: 3 clusters Score -2631528 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2631880.000000 Penalty: 3173.821289
	Iteration 3Q: 3 clusters Score -2631880 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2632205.250000 Penalty: 3173.821289
	Iteration 4Q: 3 clusters Score -2632205 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2632531.750000 Penalty: 3173.821289
	Iteration 5Q: 3 clusters Score -2632532 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2632865.000000 Penalty: 3173.821289
	Iteration 6Q: 3 clusters Score -2632865 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2633179.500000 Penalty: 3173.821289
	Iteration 7Q: 3 clusters Score -2633180 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2633479.250000 Penalty: 3173.821289
	Iteration 8Q: 3 clusters Score -2633479 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2633788.750000 Penalty: 3173.821289
	Iteration 9Q: 3 clusters Score -2633789 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2634111.000000 Penalty: 3173.821289
	Iteration 10Q: 3 clusters Score -2634111 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2634476.250000 Penalty: 3173.821289
	Iteration 11Q: 3 clusters Score -2634476 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2634858.500000 Penalty: 3173.821289
	Iteration 12Q: 3 clusters Score -2634858 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2635251.000000 Penalty: 3173.821289
	Iteration 13Q: 3 clusters Score -2635251 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2635591.500000 Penalty: 3173.821289
	Iteration 14Q: 3 clusters Score -2635592 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2635839.000000 Penalty: 3173.821289
	Iteration 15Q: 3 clusters Score -2635839 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2636070.750000 Penalty: 3173.821289
	Iteration 16Q: 3 clusters Score -2636071 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2636277.000000 Penalty: 3173.821289
	Iteration 17Q: 3 clusters Score -2636277 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2636423.750000 Penalty: 3173.821289
	Iteration 18Q: 3 clusters Score -2636424 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2636519.000000 Penalty: 3173.821289
	Iteration 19Q: 3 clusters Score -2636519 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2636621.000000 Penalty: 3173.821289
	Iteration 20F: 3 clusters Score -2636621 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2636687.500000 Penalty: 3173.821289
	Iteration 21Q: 3 clusters Score -2636688 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2636753.250000 Penalty: 3173.821289
	Iteration 22Q: 3 clusters Score -2636753 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2636796.250000 Penalty: 3173.821289
	Iteration 23Q: 3 clusters Score -2636796 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2636846.750000 Penalty: 3173.821289
	Iteration 24Q: 3 clusters Score -2636847 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2636896.500000 Penalty: 3173.821289
	Iteration 25Q: 3 clusters Score -2636896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2636932.250000 Penalty: 3173.821289
	Iteration 26Q: 3 clusters Score -2636932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2636962.500000 Penalty: 3173.821289
	Iteration 27Q: 3 clusters Score -2636962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2636991.000000 Penalty: 3173.821289
	Iteration 28Q: 3 clusters Score -2636991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2637008.000000 Penalty: 3173.821289
	Iteration 29Q: 3 clusters Score -2637008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2637016.750000 Penalty: 3173.821289
	Iteration 30Q: 3 clusters Score -2637017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2637030.250000 Penalty: 3173.821289
	Iteration 31Q: 3 clusters Score -2637030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2637043.500000 Penalty: 3173.821289
	Iteration 32Q: 3 clusters Score -2637044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2637059.250000 Penalty: 3173.821289
	Iteration 33Q: 3 clusters Score -2637059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2637066.000000 Penalty: 3173.821289
	Iteration 34Q: 3 clusters Score -2637066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2637075.250000 Penalty: 3173.821289
	Iteration 35Q: 3 clusters Score -2637075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2637077.250000 Penalty: 3173.821289
	Iteration 36Q: 3 clusters Score -2637077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2637078.500000 Penalty: 3173.821289
	Iteration 37Q: 3 clusters Score -2637078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2637078.750000 Penalty: 3173.821289
	Iteration 38Q: 3 clusters Score -2637079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2637078.500000 Penalty: 3173.821289
	Iteration 39Q: 3 clusters Score -2637078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2637081.750000 Penalty: 3173.821289
	Iteration 40F: 3 clusters Score -2637082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (1566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Entering Unmasked Estep 
Score: -192434.484375 Penalty: 1195.395508
	Iteration 0F: 2 clusters Score -192434.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -190628.750000 Penalty: 2390.791016
	Iteration 0F: 3 clusters Score -190628.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -191032.312500 Penalty: 2390.791016
	Iteration 1F: 3 clusters Score -191032.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -191145.734375 Penalty: 2390.791016
	Iteration 2F: 3 clusters Score -191145.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -191210.234375 Penalty: 2390.791016
	Iteration 3Q: 3 clusters Score -191210.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -191253.109375 Penalty: 2390.791016
	Iteration 4Q: 3 clusters Score -191253.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -191305.968750 Penalty: 2390.791016
	Iteration 5Q: 3 clusters Score -191306 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -191372.000000 Penalty: 2390.791016
	Iteration 6Q: 3 clusters Score -191372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -191446.687500 Penalty: 2390.791016
	Iteration 7Q: 3 clusters Score -191446.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -191511.687500 Penalty: 2390.791016
	Iteration 8Q: 3 clusters Score -191511.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -191571.390625 Penalty: 2390.791016
	Iteration 9Q: 3 clusters Score -191571.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -191627.468750 Penalty: 2390.791016
	Iteration 10Q: 3 clusters Score -191627.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -191685.031250 Penalty: 2390.791016
	Iteration 11Q: 3 clusters Score -191685 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -191712.031250 Penalty: 2390.791016
	Iteration 12Q: 3 clusters Score -191712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -191730.000000 Penalty: 2390.791016
	Iteration 13Q: 3 clusters Score -191730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -191747.781250 Penalty: 2390.791016
	Iteration 14Q: 3 clusters Score -191747.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -191754.000000 Penalty: 2390.791016
	Iteration 15Q: 3 clusters Score -191754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -191756.703125 Penalty: 2390.791016
	Iteration 16Q: 3 clusters Score -191756.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -191759.328125 Penalty: 2390.791016
	Iteration 17Q: 3 clusters Score -191759.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -191762.531250 Penalty: 2390.791016
	Iteration 18Q: 3 clusters Score -191762.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -191765.203125 Penalty: 2390.791016
	Iteration 19Q: 3 clusters Score -191765.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -191767.468750 Penalty: 2390.791016
	Iteration 20F: 3 clusters Score -191767.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -191769.453125 Penalty: 2390.791016
	Iteration 21Q: 3 clusters Score -191769.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -191771.125000 Penalty: 2390.791016
	Iteration 22Q: 3 clusters Score -191771.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -191771.953125 Penalty: 2390.791016
	Iteration 23Q: 3 clusters Score -191772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -191772.640625 Penalty: 2390.791016
	Iteration 24Q: 3 clusters Score -191772.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -191776.765625 Penalty: 2390.791016
	Iteration 25Q: 3 clusters Score -191776.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -191779.703125 Penalty: 2390.791016
	Iteration 26Q: 3 clusters Score -191779.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -191781.140625 Penalty: 2390.791016
	Iteration 27Q: 3 clusters Score -191781.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -191782.500000 Penalty: 2390.791016
	Iteration 28Q: 3 clusters Score -191782.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -191783.937500 Penalty: 2390.791016
	Iteration 29Q: 3 clusters Score -191783.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -191784.921875 Penalty: 2390.791016
	Iteration 30Q: 3 clusters Score -191784.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -191784.921875 Penalty: 2390.791016
	Iteration 31F: 3 clusters Score -191784.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Entering Unmasked Estep 
Score: -314572.187500 Penalty: 1256.010498
	Iteration 0F: 2 clusters Score -314572.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -312333.187500 Penalty: 2512.020996
	Iteration 0F: 3 clusters Score -312333.2 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -312931.531250 Penalty: 2512.020996
	Iteration 1F: 3 clusters Score -312931.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -313086.562500 Penalty: 2512.020996
	Iteration 2F: 3 clusters Score -313086.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -313200.187500 Penalty: 2512.020996
	Iteration 3F: 3 clusters Score -313200.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -313298.281250 Penalty: 2512.020996
	Iteration 4Q: 3 clusters Score -313298.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -313376.656250 Penalty: 2512.020996
	Iteration 5Q: 3 clusters Score -313376.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -313437.500000 Penalty: 2512.020996
	Iteration 6Q: 3 clusters Score -313437.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -313475.031250 Penalty: 2512.020996
	Iteration 7Q: 3 clusters Score -313475 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -313510.437500 Penalty: 2512.020996
	Iteration 8Q: 3 clusters Score -313510.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -313544.562500 Penalty: 2512.020996
	Iteration 9Q: 3 clusters Score -313544.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -313585.031250 Penalty: 2512.020996
	Iteration 10Q: 3 clusters Score -313585 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -313619.937500 Penalty: 2512.020996
	Iteration 11Q: 3 clusters Score -313619.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -313645.562500 Penalty: 2512.020996
	Iteration 12Q: 3 clusters Score -313645.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -313668.656250 Penalty: 2512.020996
	Iteration 13Q: 3 clusters Score -313668.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -313690.968750 Penalty: 2512.020996
	Iteration 14Q: 3 clusters Score -313691 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -313724.093750 Penalty: 2512.020996
	Iteration 15Q: 3 clusters Score -313724.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -313753.125000 Penalty: 2512.020996
	Iteration 16Q: 3 clusters Score -313753.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -313788.375000 Penalty: 2512.020996
	Iteration 17Q: 3 clusters Score -313788.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -313810.375000 Penalty: 2512.020996
	Iteration 18Q: 3 clusters Score -313810.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -313829.125000 Penalty: 2512.020996
	Iteration 19Q: 3 clusters Score -313829.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -313847.718750 Penalty: 2512.020996
	Iteration 20F: 3 clusters Score -313847.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -313864.875000 Penalty: 2512.020996
	Iteration 21Q: 3 clusters Score -313864.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -313874.750000 Penalty: 2512.020996
	Iteration 22Q: 3 clusters Score -313874.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -313881.468750 Penalty: 2512.020996
	Iteration 23Q: 3 clusters Score -313881.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -313884.906250 Penalty: 2512.020996
	Iteration 24Q: 3 clusters Score -313884.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -313886.812500 Penalty: 2512.020996
	Iteration 25Q: 3 clusters Score -313886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -313887.875000 Penalty: 2512.020996
	Iteration 26Q: 3 clusters Score -313887.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -313888.375000 Penalty: 2512.020996
	Iteration 27Q: 3 clusters Score -313888.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -313888.375000 Penalty: 2512.020996
	Iteration 28F: 3 clusters Score -313888.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 14769 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 10813 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 21276 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 11236 members 
Mstep: Class 26 contains 601 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9796 members 
Mstep: Class 29 contains 15283 members 
Mstep: Class 30 contains 4238 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 18716 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 1442 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 10011 members 
Mstep: Class 38 contains 18130 members 
Mstep: Class 39 contains 1841 members 
Mstep: Class 40 contains 1170 members 
Mstep: Class 41 contains 28632 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 564 members 
Mstep: Class 44 contains 5105 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 12699 members 
Mstep: Class 47 contains 3852 members 
Mstep: Class 48 contains 959 members 
Mstep: Class 49 contains 6001 members 
Mstep: Class 50 contains 19817 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2562 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2661 members 
Mstep: Class 55 contains 13484 members 
Mstep: Class 56 contains 11877 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 886 members 
Mstep: Class 61 contains 6265 members 
Mstep: Class 62 contains 19241 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4515 members 
Mstep: Class 65 contains 17424 members 
Mstep: Class 66 contains 1566 members 
Mstep: Class 67 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85915160.000000 Penalty: 183801.937500
Iteration 119Q: 86 clusters Score -8.591516e+07 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 14759 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 10829 members 
Mstep: Class 5 contains 12691 members 
Mstep: Class 6 contains 7088 members 
Mstep: Class 7 contains 383 members 
Mstep: Class 8 contains 31485 members 
Mstep: Class 9 contains 1061 members 
Mstep: Class 10 contains 1897 members 
Mstep: Class 11 contains 6467 members 
Mstep: Class 12 contains 9273 members 
Mstep: Class 13 contains 4834 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 830 members 
Mstep: Class 16 contains 3364 members 
Mstep: Class 17 contains 22276 members 
Mstep: Class 18 contains 1417 members 
Mstep: Class 19 contains 2231 members 
Mstep: Class 20 contains 14644 members 
Mstep: Class 21 contains 3087 members 
Mstep: Class 22 contains 1756 members 
Mstep: Class 23 contains 4252 members 
Mstep: Class 24 contains 1548 members 
Mstep: Class 25 contains 11241 members 
Mstep: Class 26 contains 870 members 
Mstep: Class 27 contains 2012 members 
Mstep: Class 28 contains 9810 members 
Mstep: Class 29 contains 15395 members 
Mstep: Class 30 contains 4190 members 
Mstep: Class 31 contains 3027 members 
Mstep: Class 32 contains 2912 members 
Mstep: Class 33 contains 18816 members 
Mstep: Class 34 contains 1421 members 
Mstep: Class 35 contains 1458 members 
Mstep: Class 36 contains 8393 members 
Mstep: Class 37 contains 10028 members 
Mstep: Class 38 contains 18350 members 
Mstep: Class 39 contains 1826 members 
Mstep: Class 40 contains 1204 members 
Mstep: Class 41 contains 28669 members 
Mstep: Class 42 contains 1396 members 
Mstep: Class 43 contains 623 members 
Mstep: Class 44 contains 5165 members 
Mstep: Class 45 contains 13302 members 
Mstep: Class 46 contains 12584 members 
Mstep: Class 47 contains 3853 members 
Mstep: Class 48 contains 930 members 
Mstep: Class 49 contains 6006 members 
Mstep: Class 50 contains 19688 members 
Mstep: Class 51 contains 989 members 
Mstep: Class 52 contains 2633 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2712 members 
Mstep: Class 55 contains 13195 members 
Mstep: Class 56 contains 11884 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14062 members 
Mstep: Class 59 contains 1774 members 
Mstep: Class 60 contains 887 members 
Mstep: Class 61 contains 6607 members 
Mstep: Class 62 contains 19595 members 
Mstep: Class 63 contains 1820 members 
Mstep: Class 64 contains 4506 members 
Mstep: Class 65 contains 17291 members 
Mstep: Class 66 contains 1563 members 
Mstep: Class 67 contains 2273 members 
Mstep: Class 68 contains 701 members 
Mstep: Class 69 contains 8328 members 
Mstep: Class 70 contains 636 members 
Mstep: Class 71 contains 891 members 
Mstep: Class 72 contains 12827 members 
Mstep: Class 73 contains 2867 members 
Mstep: Class 74 contains 20289 members 
Mstep: Class 75 contains 965 members 
Mstep: Class 76 contains 18956 members 
Mstep: Class 77 contains 15007 members 
Mstep: Class 78 contains 3531 members 
Mstep: Class 79 contains 885 members 
Mstep: Class 80 contains 929 members 
Mstep: Class 81 contains 4769 members 
Mstep: Class 82 contains 766 members 
Mstep: Class 83 contains 13908 members 
Mstep: Class 84 contains 3462 members 
Mstep: Class 85 contains 17142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85923424.000000 Penalty: 183801.937500
Iteration 120F: 86 clusters Score -8.592342e+07 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 14581 members 
Mstep: Class 3 contains 206 members 
Mstep: Class 4 contains 10807 members 
Mstep: Class 5 contains 12822 members 
Mstep: Class 6 contains 6935 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 8 contains 31444 members 
Mstep: Class 9 contains 1068 members 
Mstep: Class 10 contains 1868 members 
Mstep: Class 11 contains 6377 members 
Mstep: Class 12 contains 9126 members 
Mstep: Class 13 contains 4679 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 831 members 
Mstep: Class 16 contains 3326 members 
Mstep: Class 17 contains 22796 members 
Mstep: Class 18 contains 1410 members 
Mstep: Class 19 contains 2239 members 
Mstep: Class 20 contains 14625 members 
Mstep: Class 21 contains 3205 members 
Mstep: Class 22 contains 1874 members 
Mstep: Class 23 contains 4103 members 
Mstep: Class 24 contains 1507 members 
Mstep: Class 25 contains 11217 members 
Mstep: Class 26 contains 1002 members 
Mstep: Class 27 contains 2005 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 15371 members 
Mstep: Class 30 contains 4168 members 
Mstep: Class 31 contains 3022 members 
Mstep: Class 32 contains 2841 members 
Mstep: Class 33 contains 18373 members 
Mstep: Class 34 contains 1393 members 
Mstep: Class 35 contains 1417 members 
Mstep: Class 36 contains 8389 members 
Mstep: Class 37 contains 9905 members 
Mstep: Class 38 contains 18532 members 
Mstep: Class 39 contains 1819 members 
Mstep: Class 40 contains 1186 members 
Mstep: Class 41 contains 28712 members 
Mstep: Class 42 contains 1334 members 
Mstep: Class 43 contains 644 members 
Mstep: Class 44 contains 5121 members 
Mstep: Class 45 contains 13096 members 
Mstep: Class 46 contains 12545 members 
Mstep: Class 47 contains 3836 members 
Mstep: Class 48 contains 905 members 
Mstep: Class 49 contains 5958 members 
Mstep: Class 50 contains 19405 members 
Mstep: Class 51 contains 978 members 
Mstep: Class 52 contains 2628 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2596 members 
Mstep: Class 55 contains 13016 members 
Mstep: Class 56 contains 11856 members 
Mstep: Class 57 contains 530 members 
Mstep: Class 58 contains 14043 members 
Mstep: Class 59 contains 1736 members 
Mstep: Class 60 contains 846 members 
Mstep: Class 61 contains 6678 members 
Mstep: Class 62 contains 19716 members 
Mstep: Class 63 contains 1816 members 
Mstep: Class 64 contains 4482 members 
Mstep: Class 65 contains 17080 members 
Mstep: Class 66 contains 1548 members 
Mstep: Class 67 contains 2267 members 
Mstep: Class 68 contains 748 members 
Mstep: Class 69 contains 8260 members 
Mstep: Class 70 contains 716 members 
Mstep: Class 71 contains 943 members 
Mstep: Class 72 contains 13604 members 
Mstep: Class 73 contains 3109 members 
Mstep: Class 74 contains 20371 members 
Mstep: Class 75 contains 1002 members 
Mstep: Class 76 contains 18525 members 
Mstep: Class 77 contains 14891 members 
Mstep: Class 78 contains 3821 members 
Mstep: Class 79 contains 936 members 
Mstep: Class 80 contains 991 members 
Mstep: Class 81 contains 4769 members 
Mstep: Class 82 contains 986 members 
Mstep: Class 83 contains 14125 members 
Mstep: Class 84 contains 3549 members 
Mstep: Class 85 contains 17417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927712.000000 Penalty: 183801.937500
Iteration 121Q: 86 clusters Score -8.592771e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 14514 members 
Mstep: Class 3 contains 204 members 
Mstep: Class 4 contains 10807 members 
Mstep: Class 5 contains 12969 members 
Mstep: Class 6 contains 6870 members 
Mstep: Class 7 contains 672 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1076 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 9036 members 
Mstep: Class 13 contains 4586 members 
Mstep: Class 14 contains 1005 members 
Mstep: Class 15 contains 837 members 
Mstep: Class 16 contains 3302 members 
Mstep: Class 17 contains 23302 members 
Mstep: Class 18 contains 1406 members 
Mstep: Class 19 contains 2256 members 
Mstep: Class 20 contains 14571 members 
Mstep: Class 21 contains 3326 members 
Mstep: Class 22 contains 1909 members 
Mstep: Class 23 contains 4024 members 
Mstep: Class 24 contains 1485 members 
Mstep: Class 25 contains 11202 members 
Mstep: Class 26 contains 1071 members 
Mstep: Class 27 contains 2002 members 
Mstep: Class 28 contains 9717 members 
Mstep: Class 29 contains 15319 members 
Mstep: Class 30 contains 4154 members 
Mstep: Class 31 contains 3023 members 
Mstep: Class 32 contains 2811 members 
Mstep: Class 33 contains 18033 members 
Mstep: Class 34 contains 1379 members 
Mstep: Class 35 contains 1404 members 
Mstep: Class 36 contains 8374 members 
Mstep: Class 37 contains 9849 members 
Mstep: Class 38 contains 18661 members 
Mstep: Class 39 contains 1824 members 
Mstep: Class 40 contains 1179 members 
Mstep: Class 41 contains 28733 members 
Mstep: Class 42 contains 1299 members 
Mstep: Class 43 contains 655 members 
Mstep: Class 44 contains 5095 members 
Mstep: Class 45 contains 12983 members 
Mstep: Class 46 contains 12594 members 
Mstep: Class 47 contains 3821 members 
Mstep: Class 48 contains 906 members 
Mstep: Class 49 contains 5944 members 
Mstep: Class 50 contains 19234 members 
Mstep: Class 51 contains 973 members 
Mstep: Class 52 contains 2632 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2530 members 
Mstep: Class 55 contains 12912 members 
Mstep: Class 56 contains 11852 members 
Mstep: Class 57 contains 529 members 
Mstep: Class 58 contains 14042 members 
Mstep: Class 59 contains 1720 members 
Mstep: Class 60 contains 828 members 
Mstep: Class 61 contains 6701 members 
Mstep: Class 62 contains 19828 members 
Mstep: Class 63 contains 1820 members 
Mstep: Class 64 contains 4478 members 
Mstep: Class 65 contains 16908 members 
Mstep: Class 66 contains 1540 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 770 members 
Mstep: Class 69 contains 8258 members 
Mstep: Class 70 contains 734 members 
Mstep: Class 71 contains 956 members 
Mstep: Class 72 contains 14171 members 
Mstep: Class 73 contains 3206 members 
Mstep: Class 74 contains 20367 members 
Mstep: Class 75 contains 1040 members 
Mstep: Class 76 contains 18211 members 
Mstep: Class 77 contains 14785 members 
Mstep: Class 78 contains 3898 members 
Mstep: Class 79 contains 958 members 
Mstep: Class 80 contains 1034 members 
Mstep: Class 81 contains 4741 members 
Mstep: Class 82 contains 1130 members 
Mstep: Class 83 contains 14127 members 
Mstep: Class 84 contains 3587 members 
Mstep: Class 85 contains 17567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928512.000000 Penalty: 183801.937500
Iteration 122Q: 86 clusters Score -8.592851e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 14509 members 
Mstep: Class 3 contains 202 members 
Mstep: Class 4 contains 10797 members 
Mstep: Class 5 contains 13120 members 
Mstep: Class 6 contains 6815 members 
Mstep: Class 7 contains 676 members 
Mstep: Class 8 contains 31421 members 
Mstep: Class 9 contains 1078 members 
Mstep: Class 10 contains 1841 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 8981 members 
Mstep: Class 13 contains 4508 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 841 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 23726 members 
Mstep: Class 18 contains 1407 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 14526 members 
Mstep: Class 21 contains 3438 members 
Mstep: Class 22 contains 1932 members 
Mstep: Class 23 contains 3980 members 
Mstep: Class 24 contains 1478 members 
Mstep: Class 25 contains 11180 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 2006 members 
Mstep: Class 28 contains 9701 members 
Mstep: Class 29 contains 15265 members 
Mstep: Class 30 contains 4137 members 
Mstep: Class 31 contains 3029 members 
Mstep: Class 32 contains 2795 members 
Mstep: Class 33 contains 17771 members 
Mstep: Class 34 contains 1370 members 
Mstep: Class 35 contains 1394 members 
Mstep: Class 36 contains 8342 members 
Mstep: Class 37 contains 9815 members 
Mstep: Class 38 contains 18758 members 
Mstep: Class 39 contains 1833 members 
Mstep: Class 40 contains 1180 members 
Mstep: Class 41 contains 28762 members 
Mstep: Class 42 contains 1276 members 
Mstep: Class 43 contains 658 members 
Mstep: Class 44 contains 5064 members 
Mstep: Class 45 contains 12906 members 
Mstep: Class 46 contains 12669 members 
Mstep: Class 47 contains 3806 members 
Mstep: Class 48 contains 913 members 
Mstep: Class 49 contains 5940 members 
Mstep: Class 50 contains 19091 members 
Mstep: Class 51 contains 969 members 
Mstep: Class 52 contains 2628 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2469 members 
Mstep: Class 55 contains 12864 members 
Mstep: Class 56 contains 11847 members 
Mstep: Class 57 contains 528 members 
Mstep: Class 58 contains 14040 members 
Mstep: Class 59 contains 1717 members 
Mstep: Class 60 contains 821 members 
Mstep: Class 61 contains 6708 members 
Mstep: Class 62 contains 19920 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 4474 members 
Mstep: Class 65 contains 16749 members 
Mstep: Class 66 contains 1531 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 790 members 
Mstep: Class 69 contains 8271 members 
Mstep: Class 70 contains 737 members 
Mstep: Class 71 contains 963 members 
Mstep: Class 72 contains 14644 members 
Mstep: Class 73 contains 3258 members 
Mstep: Class 74 contains 20357 members 
Mstep: Class 75 contains 1059 members 
Mstep: Class 76 contains 17988 members 
Mstep: Class 77 contains 14666 members 
Mstep: Class 78 contains 3924 members 
Mstep: Class 79 contains 968 members 
Mstep: Class 80 contains 1052 members 
Mstep: Class 81 contains 4712 members 
Mstep: Class 82 contains 1227 members 
Mstep: Class 83 contains 14102 members 
Mstep: Class 84 contains 3612 members 
Mstep: Class 85 contains 17650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85929856.000000 Penalty: 183801.937500
Iteration 123Q: 86 clusters Score -8.592986e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 14510 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 10786 members 
Mstep: Class 5 contains 13267 members 
Mstep: Class 6 contains 6799 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 31430 members 
Mstep: Class 9 contains 1088 members 
Mstep: Class 10 contains 1831 members 
Mstep: Class 11 contains 6262 members 
Mstep: Class 12 contains 8905 members 
Mstep: Class 13 contains 4444 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 846 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 24077 members 
Mstep: Class 18 contains 1409 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 14474 members 
Mstep: Class 21 contains 3544 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 3950 members 
Mstep: Class 24 contains 1472 members 
Mstep: Class 25 contains 11145 members 
Mstep: Class 26 contains 1130 members 
Mstep: Class 27 contains 2019 members 
Mstep: Class 28 contains 9686 members 
Mstep: Class 29 contains 15217 members 
Mstep: Class 30 contains 4133 members 
Mstep: Class 31 contains 3030 members 
Mstep: Class 32 contains 2784 members 
Mstep: Class 33 contains 17551 members 
Mstep: Class 34 contains 1369 members 
Mstep: Class 35 contains 1393 members 
Mstep: Class 36 contains 8308 members 
Mstep: Class 37 contains 9793 members 
Mstep: Class 38 contains 18853 members 
Mstep: Class 39 contains 1843 members 
Mstep: Class 40 contains 1184 members 
Mstep: Class 41 contains 28789 members 
Mstep: Class 42 contains 1261 members 
Mstep: Class 43 contains 656 members 
Mstep: Class 44 contains 5056 members 
Mstep: Class 45 contains 12921 members 
Mstep: Class 46 contains 12751 members 
Mstep: Class 47 contains 3792 members 
Mstep: Class 48 contains 930 members 
Mstep: Class 49 contains 5943 members 
Mstep: Class 50 contains 18927 members 
Mstep: Class 51 contains 968 members 
Mstep: Class 52 contains 2613 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2410 members 
Mstep: Class 55 contains 12838 members 
Mstep: Class 56 contains 11844 members 
Mstep: Class 57 contains 527 members 
Mstep: Class 58 contains 14037 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 816 members 
Mstep: Class 61 contains 6719 members 
Mstep: Class 62 contains 19974 members 
Mstep: Class 63 contains 1816 members 
Mstep: Class 64 contains 4469 members 
Mstep: Class 65 contains 16628 members 
Mstep: Class 66 contains 1523 members 
Mstep: Class 67 contains 2276 members 
Mstep: Class 68 contains 790 members 
Mstep: Class 69 contains 8294 members 
Mstep: Class 70 contains 738 members 
Mstep: Class 71 contains 963 members 
Mstep: Class 72 contains 15063 members 
Mstep: Class 73 contains 3290 members 
Mstep: Class 74 contains 20337 members 
Mstep: Class 75 contains 1081 members 
Mstep: Class 76 contains 17806 members 
Mstep: Class 77 contains 14540 members 
Mstep: Class 78 contains 3922 members 
Mstep: Class 79 contains 975 members 
Mstep: Class 80 contains 1065 members 
Mstep: Class 81 contains 4678 members 
Mstep: Class 82 contains 1273 members 
Mstep: Class 83 contains 14058 members 
Mstep: Class 84 contains 3620 members 
Mstep: Class 85 contains 17742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85930392.000000 Penalty: 183801.937500
Iteration 124Q: 86 clusters Score -8.593039e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 14511 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 10774 members 
Mstep: Class 5 contains 13387 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 31422 members 
Mstep: Class 9 contains 1095 members 
Mstep: Class 10 contains 1823 members 
Mstep: Class 11 contains 6234 members 
Mstep: Class 12 contains 8852 members 
Mstep: Class 13 contains 4395 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 853 members 
Mstep: Class 16 contains 3231 members 
Mstep: Class 17 contains 24310 members 
Mstep: Class 18 contains 1411 members 
Mstep: Class 19 contains 2307 members 
Mstep: Class 20 contains 14423 members 
Mstep: Class 21 contains 3641 members 
Mstep: Class 22 contains 1950 members 
Mstep: Class 23 contains 3926 members 
Mstep: Class 24 contains 1469 members 
Mstep: Class 25 contains 11132 members 
Mstep: Class 26 contains 1151 members 
Mstep: Class 27 contains 2021 members 
Mstep: Class 28 contains 9678 members 
Mstep: Class 29 contains 15187 members 
Mstep: Class 30 contains 4125 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2780 members 
Mstep: Class 33 contains 17354 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 1393 members 
Mstep: Class 36 contains 8267 members 
Mstep: Class 37 contains 9774 members 
Mstep: Class 38 contains 18933 members 
Mstep: Class 39 contains 1852 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 28818 members 
Mstep: Class 42 contains 1246 members 
Mstep: Class 43 contains 651 members 
Mstep: Class 44 contains 5042 members 
Mstep: Class 45 contains 12936 members 
Mstep: Class 46 contains 12816 members 
Mstep: Class 47 contains 3778 members 
Mstep: Class 48 contains 941 members 
Mstep: Class 49 contains 5949 members 
Mstep: Class 50 contains 18802 members 
Mstep: Class 51 contains 968 members 
Mstep: Class 52 contains 2609 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2370 members 
Mstep: Class 55 contains 12823 members 
Mstep: Class 56 contains 11843 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14034 members 
Mstep: Class 59 contains 1706 members 
Mstep: Class 60 contains 816 members 
Mstep: Class 61 contains 6714 members 
Mstep: Class 62 contains 20000 members 
Mstep: Class 63 contains 1812 members 
Mstep: Class 64 contains 4468 members 
Mstep: Class 65 contains 16540 members 
Mstep: Class 66 contains 1524 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 792 members 
Mstep: Class 69 contains 8322 members 
Mstep: Class 70 contains 744 members 
Mstep: Class 71 contains 967 members 
Mstep: Class 72 contains 15489 members 
Mstep: Class 73 contains 3317 members 
Mstep: Class 74 contains 20318 members 
Mstep: Class 75 contains 1091 members 
Mstep: Class 76 contains 17642 members 
Mstep: Class 77 contains 14435 members 
Mstep: Class 78 contains 3926 members 
Mstep: Class 79 contains 982 members 
Mstep: Class 80 contains 1078 members 
Mstep: Class 81 contains 4641 members 
Mstep: Class 82 contains 1320 members 
Mstep: Class 83 contains 13995 members 
Mstep: Class 84 contains 3642 members 
Mstep: Class 85 contains 17841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85930672.000000 Penalty: 183801.937500
Iteration 125Q: 86 clusters Score -8.593067e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 14509 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 10758 members 
Mstep: Class 5 contains 13485 members 
Mstep: Class 6 contains 6744 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 31406 members 
Mstep: Class 9 contains 1098 members 
Mstep: Class 10 contains 1803 members 
Mstep: Class 11 contains 6217 members 
Mstep: Class 12 contains 8832 members 
Mstep: Class 13 contains 4357 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 854 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 17 contains 24567 members 
Mstep: Class 18 contains 1412 members 
Mstep: Class 19 contains 2323 members 
Mstep: Class 20 contains 14386 members 
Mstep: Class 21 contains 3730 members 
Mstep: Class 22 contains 1962 members 
Mstep: Class 23 contains 3910 members 
Mstep: Class 24 contains 1465 members 
Mstep: Class 25 contains 11122 members 
Mstep: Class 26 contains 1169 members 
Mstep: Class 27 contains 2031 members 
Mstep: Class 28 contains 9667 members 
Mstep: Class 29 contains 15152 members 
Mstep: Class 30 contains 4126 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2781 members 
Mstep: Class 33 contains 17163 members 
Mstep: Class 34 contains 1358 members 
Mstep: Class 35 contains 1393 members 
Mstep: Class 36 contains 8211 members 
Mstep: Class 37 contains 9755 members 
Mstep: Class 38 contains 19010 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 1186 members 
Mstep: Class 41 contains 28843 members 
Mstep: Class 42 contains 1235 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 5037 members 
Mstep: Class 45 contains 12933 members 
Mstep: Class 46 contains 12888 members 
Mstep: Class 47 contains 3767 members 
Mstep: Class 48 contains 956 members 
Mstep: Class 49 contains 5954 members 
Mstep: Class 50 contains 18670 members 
Mstep: Class 51 contains 968 members 
Mstep: Class 52 contains 2594 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2358 members 
Mstep: Class 55 contains 12815 members 
Mstep: Class 56 contains 11845 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14034 members 
Mstep: Class 59 contains 1703 members 
Mstep: Class 60 contains 819 members 
Mstep: Class 61 contains 6709 members 
Mstep: Class 62 contains 19990 members 
Mstep: Class 63 contains 1806 members 
Mstep: Class 64 contains 4468 members 
Mstep: Class 65 contains 16468 members 
Mstep: Class 66 contains 1524 members 
Mstep: Class 67 contains 2272 members 
Mstep: Class 68 contains 796 members 
Mstep: Class 69 contains 8365 members 
Mstep: Class 70 contains 748 members 
Mstep: Class 71 contains 969 members 
Mstep: Class 72 contains 15895 members 
Mstep: Class 73 contains 3328 members 
Mstep: Class 74 contains 20273 members 
Mstep: Class 75 contains 1098 members 
Mstep: Class 76 contains 17524 members 
Mstep: Class 77 contains 14344 members 
Mstep: Class 78 contains 3912 members 
Mstep: Class 79 contains 986 members 
Mstep: Class 80 contains 1092 members 
Mstep: Class 81 contains 4600 members 
Mstep: Class 82 contains 1352 members 
Mstep: Class 83 contains 13915 members 
Mstep: Class 84 contains 3653 members 
Mstep: Class 85 contains 17922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85930904.000000 Penalty: 183801.937500
Iteration 126Q: 86 clusters Score -8.59309e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 14506 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 10751 members 
Mstep: Class 5 contains 13568 members 
Mstep: Class 6 contains 6727 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 31393 members 
Mstep: Class 9 contains 1098 members 
Mstep: Class 10 contains 1791 members 
Mstep: Class 11 contains 6202 members 
Mstep: Class 12 contains 8818 members 
Mstep: Class 13 contains 4333 members 
Mstep: Class 14 contains 1061 members 
Mstep: Class 15 contains 861 members 
Mstep: Class 16 contains 3198 members 
Mstep: Class 17 contains 24748 members 
Mstep: Class 18 contains 1413 members 
Mstep: Class 19 contains 2337 members 
Mstep: Class 20 contains 14359 members 
Mstep: Class 21 contains 3817 members 
Mstep: Class 22 contains 1972 members 
Mstep: Class 23 contains 3896 members 
Mstep: Class 24 contains 1463 members 
Mstep: Class 25 contains 11109 members 
Mstep: Class 26 contains 1186 members 
Mstep: Class 27 contains 2038 members 
Mstep: Class 28 contains 9649 members 
Mstep: Class 29 contains 15131 members 
Mstep: Class 30 contains 4125 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2778 members 
Mstep: Class 33 contains 17019 members 
Mstep: Class 34 contains 1351 members 
Mstep: Class 35 contains 1396 members 
Mstep: Class 36 contains 8145 members 
Mstep: Class 37 contains 9722 members 
Mstep: Class 38 contains 19082 members 
Mstep: Class 39 contains 1878 members 
Mstep: Class 40 contains 1186 members 
Mstep: Class 41 contains 28860 members 
Mstep: Class 42 contains 1227 members 
Mstep: Class 43 contains 641 members 
Mstep: Class 44 contains 5028 members 
Mstep: Class 45 contains 12946 members 
Mstep: Class 46 contains 12952 members 
Mstep: Class 47 contains 3763 members 
Mstep: Class 48 contains 963 members 
Mstep: Class 49 contains 5962 members 
Mstep: Class 50 contains 18603 members 
Mstep: Class 51 contains 971 members 
Mstep: Class 52 contains 2588 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2346 members 
Mstep: Class 55 contains 12805 members 
Mstep: Class 56 contains 11846 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14031 members 
Mstep: Class 59 contains 1698 members 
Mstep: Class 60 contains 822 members 
Mstep: Class 61 contains 6707 members 
Mstep: Class 62 contains 19952 members 
Mstep: Class 63 contains 1803 members 
Mstep: Class 64 contains 4465 members 
Mstep: Class 65 contains 16415 members 
Mstep: Class 66 contains 1528 members 
Mstep: Class 67 contains 2269 members 
Mstep: Class 68 contains 801 members 
Mstep: Class 69 contains 8407 members 
Mstep: Class 70 contains 748 members 
Mstep: Class 71 contains 969 members 
Mstep: Class 72 contains 16260 members 
Mstep: Class 73 contains 3332 members 
Mstep: Class 74 contains 20230 members 
Mstep: Class 75 contains 1102 members 
Mstep: Class 76 contains 17410 members 
Mstep: Class 77 contains 14245 members 
Mstep: Class 78 contains 3903 members 
Mstep: Class 79 contains 988 members 
Mstep: Class 80 contains 1105 members 
Mstep: Class 81 contains 4570 members 
Mstep: Class 82 contains 1380 members 
Mstep: Class 83 contains 13815 members 
Mstep: Class 84 contains 3664 members 
Mstep: Class 85 contains 18016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85930920.000000 Penalty: 183801.937500
Iteration 127Q: 86 clusters Score -8.593092e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 14504 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 10736 members 
Mstep: Class 5 contains 13637 members 
Mstep: Class 6 contains 6720 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 31387 members 
Mstep: Class 9 contains 1098 members 
Mstep: Class 10 contains 1777 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 8801 members 
Mstep: Class 13 contains 4318 members 
Mstep: Class 14 contains 1059 members 
Mstep: Class 15 contains 866 members 
Mstep: Class 16 contains 3181 members 
Mstep: Class 17 contains 24876 members 
Mstep: Class 18 contains 1412 members 
Mstep: Class 19 contains 2352 members 
Mstep: Class 20 contains 14342 members 
Mstep: Class 21 contains 3890 members 
Mstep: Class 22 contains 1974 members 
Mstep: Class 23 contains 3882 members 
Mstep: Class 24 contains 1465 members 
Mstep: Class 25 contains 11100 members 
Mstep: Class 26 contains 1198 members 
Mstep: Class 27 contains 2049 members 
Mstep: Class 28 contains 9632 members 
Mstep: Class 29 contains 15128 members 
Mstep: Class 30 contains 4123 members 
Mstep: Class 31 contains 3028 members 
Mstep: Class 32 contains 2770 members 
Mstep: Class 33 contains 16877 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 1399 members 
Mstep: Class 36 contains 8085 members 
Mstep: Class 37 contains 9720 members 
Mstep: Class 38 contains 19154 members 
Mstep: Class 39 contains 1887 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 28879 members 
Mstep: Class 42 contains 1225 members 
Mstep: Class 43 contains 634 members 
Mstep: Class 44 contains 5032 members 
Mstep: Class 45 contains 12967 members 
Mstep: Class 46 contains 12995 members 
Mstep: Class 47 contains 3752 members 
Mstep: Class 48 contains 971 members 
Mstep: Class 49 contains 5971 members 
Mstep: Class 50 contains 18576 members 
Mstep: Class 51 contains 978 members 
Mstep: Class 52 contains 2585 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2338 members 
Mstep: Class 55 contains 12806 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14032 members 
Mstep: Class 59 contains 1698 members 
Mstep: Class 60 contains 822 members 
Mstep: Class 61 contains 6705 members 
Mstep: Class 62 contains 19905 members 
Mstep: Class 63 contains 1795 members 
Mstep: Class 64 contains 4462 members 
Mstep: Class 65 contains 16353 members 
Mstep: Class 66 contains 1531 members 
Mstep: Class 67 contains 2270 members 
Mstep: Class 68 contains 802 members 
Mstep: Class 69 contains 8443 members 
Mstep: Class 70 contains 751 members 
Mstep: Class 71 contains 968 members 
Mstep: Class 72 contains 16599 members 
Mstep: Class 73 contains 3332 members 
Mstep: Class 74 contains 20187 members 
Mstep: Class 75 contains 1109 members 
Mstep: Class 76 contains 17290 members 
Mstep: Class 77 contains 14132 members 
Mstep: Class 78 contains 3893 members 
Mstep: Class 79 contains 988 members 
Mstep: Class 80 contains 1123 members 
Mstep: Class 81 contains 4546 members 
Mstep: Class 82 contains 1420 members 
Mstep: Class 83 contains 13718 members 
Mstep: Class 84 contains 3663 members 
Mstep: Class 85 contains 18124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85931376.000000 Penalty: 183801.937500
Iteration 128Q: 86 clusters Score -8.593138e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 14504 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 10720 members 
Mstep: Class 5 contains 13708 members 
Mstep: Class 6 contains 6708 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 31388 members 
Mstep: Class 9 contains 1099 members 
Mstep: Class 10 contains 1767 members 
Mstep: Class 11 contains 6176 members 
Mstep: Class 12 contains 8790 members 
Mstep: Class 13 contains 4296 members 
Mstep: Class 14 contains 1060 members 
Mstep: Class 15 contains 868 members 
Mstep: Class 16 contains 3168 members 
Mstep: Class 17 contains 25014 members 
Mstep: Class 18 contains 1409 members 
Mstep: Class 19 contains 2366 members 
Mstep: Class 20 contains 14317 members 
Mstep: Class 21 contains 3957 members 
Mstep: Class 22 contains 1976 members 
Mstep: Class 23 contains 3871 members 
Mstep: Class 24 contains 1468 members 
Mstep: Class 25 contains 11089 members 
Mstep: Class 26 contains 1208 members 
Mstep: Class 27 contains 2061 members 
Mstep: Class 28 contains 9629 members 
Mstep: Class 29 contains 15125 members 
Mstep: Class 30 contains 4122 members 
Mstep: Class 31 contains 3027 members 
Mstep: Class 32 contains 2770 members 
Mstep: Class 33 contains 16755 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 1401 members 
Mstep: Class 36 contains 8019 members 
Mstep: Class 37 contains 9731 members 
Mstep: Class 38 contains 19214 members 
Mstep: Class 39 contains 1889 members 
Mstep: Class 40 contains 1189 members 
Mstep: Class 41 contains 28885 members 
Mstep: Class 42 contains 1221 members 
Mstep: Class 43 contains 637 members 
Mstep: Class 44 contains 5029 members 
Mstep: Class 45 contains 12984 members 
Mstep: Class 46 contains 13043 members 
Mstep: Class 47 contains 3745 members 
Mstep: Class 48 contains 980 members 
Mstep: Class 49 contains 5979 members 
Mstep: Class 50 contains 18571 members 
Mstep: Class 51 contains 979 members 
Mstep: Class 52 contains 2574 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2330 members 
Mstep: Class 55 contains 12810 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14035 members 
Mstep: Class 59 contains 1698 members 
Mstep: Class 60 contains 824 members 
Mstep: Class 61 contains 6704 members 
Mstep: Class 62 contains 19861 members 
Mstep: Class 63 contains 1788 members 
Mstep: Class 64 contains 4461 members 
Mstep: Class 65 contains 16292 members 
Mstep: Class 66 contains 1531 members 
Mstep: Class 67 contains 2270 members 
Mstep: Class 68 contains 802 members 
Mstep: Class 69 contains 8461 members 
Mstep: Class 70 contains 755 members 
Mstep: Class 71 contains 971 members 
Mstep: Class 72 contains 16915 members 
Mstep: Class 73 contains 3334 members 
Mstep: Class 74 contains 20136 members 
Mstep: Class 75 contains 1117 members 
Mstep: Class 76 contains 17190 members 
Mstep: Class 77 contains 14037 members 
Mstep: Class 78 contains 3887 members 
Mstep: Class 79 contains 989 members 
Mstep: Class 80 contains 1129 members 
Mstep: Class 81 contains 4525 members 
Mstep: Class 82 contains 1438 members 
Mstep: Class 83 contains 13595 members 
Mstep: Class 84 contains 3666 members 
Mstep: Class 85 contains 18223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85931328.000000 Penalty: 183801.937500
Iteration 129Q: 86 clusters Score -8.593133e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 14503 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 10706 members 
Mstep: Class 5 contains 13765 members 
Mstep: Class 6 contains 6699 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 31380 members 
Mstep: Class 9 contains 1101 members 
Mstep: Class 10 contains 1761 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 1059 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 3158 members 
Mstep: Class 17 contains 25136 members 
Mstep: Class 18 contains 1407 members 
Mstep: Class 19 contains 2380 members 
Mstep: Class 20 contains 14298 members 
Mstep: Class 21 contains 4030 members 
Mstep: Class 22 contains 1978 members 
Mstep: Class 23 contains 3862 members 
Mstep: Class 24 contains 1469 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 1212 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 9625 members 
Mstep: Class 29 contains 15144 members 
Mstep: Class 30 contains 4122 members 
Mstep: Class 31 contains 3028 members 
Mstep: Class 32 contains 2775 members 
Mstep: Class 33 contains 16614 members 
Mstep: Class 34 contains 1325 members 
Mstep: Class 35 contains 1403 members 
Mstep: Class 36 contains 7955 members 
Mstep: Class 37 contains 9719 members 
Mstep: Class 38 contains 19273 members 
Mstep: Class 39 contains 1893 members 
Mstep: Class 40 contains 1189 members 
Mstep: Class 41 contains 28891 members 
Mstep: Class 42 contains 1220 members 
Mstep: Class 43 contains 642 members 
Mstep: Class 44 contains 5025 members 
Mstep: Class 45 contains 13015 members 
Mstep: Class 46 contains 13074 members 
Mstep: Class 47 contains 3737 members 
Mstep: Class 48 contains 993 members 
Mstep: Class 49 contains 5984 members 
Mstep: Class 50 contains 18581 members 
Mstep: Class 51 contains 980 members 
Mstep: Class 52 contains 2563 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2325 members 
Mstep: Class 55 contains 12826 members 
Mstep: Class 56 contains 11846 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14038 members 
Mstep: Class 59 contains 1697 members 
Mstep: Class 60 contains 826 members 
Mstep: Class 61 contains 6703 members 
Mstep: Class 62 contains 19804 members 
Mstep: Class 63 contains 1781 members 
Mstep: Class 64 contains 4463 members 
Mstep: Class 65 contains 16239 members 
Mstep: Class 66 contains 1536 members 
Mstep: Class 67 contains 2275 members 
Mstep: Class 68 contains 802 members 
Mstep: Class 69 contains 8480 members 
Mstep: Class 70 contains 755 members 
Mstep: Class 71 contains 970 members 
Mstep: Class 72 contains 17229 members 
Mstep: Class 73 contains 3332 members 
Mstep: Class 74 contains 20090 members 
Mstep: Class 75 contains 1127 members 
Mstep: Class 76 contains 17114 members 
Mstep: Class 77 contains 13941 members 
Mstep: Class 78 contains 3879 members 
Mstep: Class 79 contains 989 members 
Mstep: Class 80 contains 1129 members 
Mstep: Class 81 contains 4508 members 
Mstep: Class 82 contains 1453 members 
Mstep: Class 83 contains 13473 members 
Mstep: Class 84 contains 3668 members 
Mstep: Class 85 contains 18300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85931696.000000 Penalty: 183801.937500
Iteration 130Q: 86 clusters Score -8.59317e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 14503 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 10694 members 
Mstep: Class 5 contains 13818 members 
Mstep: Class 6 contains 6693 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 31373 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1760 members 
Mstep: Class 11 contains 6162 members 
Mstep: Class 12 contains 8750 members 
Mstep: Class 13 contains 4261 members 
Mstep: Class 14 contains 1057 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 25218 members 
Mstep: Class 18 contains 1407 members 
Mstep: Class 19 contains 2397 members 
Mstep: Class 20 contains 14289 members 
Mstep: Class 21 contains 4095 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 3857 members 
Mstep: Class 24 contains 1470 members 
Mstep: Class 25 contains 11072 members 
Mstep: Class 26 contains 1217 members 
Mstep: Class 27 contains 2063 members 
Mstep: Class 28 contains 9620 members 
Mstep: Class 29 contains 15173 members 
Mstep: Class 30 contains 4122 members 
Mstep: Class 31 contains 3025 members 
Mstep: Class 32 contains 2777 members 
Mstep: Class 33 contains 16500 members 
Mstep: Class 34 contains 1316 members 
Mstep: Class 35 contains 1404 members 
Mstep: Class 36 contains 7893 members 
Mstep: Class 37 contains 9729 members 
Mstep: Class 38 contains 19332 members 
Mstep: Class 39 contains 1898 members 
Mstep: Class 40 contains 1190 members 
Mstep: Class 41 contains 28896 members 
Mstep: Class 42 contains 1220 members 
Mstep: Class 43 contains 647 members 
Mstep: Class 44 contains 5027 members 
Mstep: Class 45 contains 13055 members 
Mstep: Class 46 contains 13105 members 
Mstep: Class 47 contains 3737 members 
Mstep: Class 48 contains 1005 members 
Mstep: Class 49 contains 5987 members 
Mstep: Class 50 contains 18588 members 
Mstep: Class 51 contains 979 members 
Mstep: Class 52 contains 2558 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2316 members 
Mstep: Class 55 contains 12842 members 
Mstep: Class 56 contains 11854 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14041 members 
Mstep: Class 59 contains 1693 members 
Mstep: Class 60 contains 829 members 
Mstep: Class 61 contains 6699 members 
Mstep: Class 62 contains 19740 members 
Mstep: Class 63 contains 1778 members 
Mstep: Class 64 contains 4461 members 
Mstep: Class 65 contains 16188 members 
Mstep: Class 66 contains 1538 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 801 members 
Mstep: Class 69 contains 8497 members 
Mstep: Class 70 contains 753 members 
Mstep: Class 71 contains 969 members 
Mstep: Class 72 contains 17521 members 
Mstep: Class 73 contains 3323 members 
Mstep: Class 74 contains 20038 members 
Mstep: Class 75 contains 1133 members 
Mstep: Class 76 contains 17036 members 
Mstep: Class 77 contains 13837 members 
Mstep: Class 78 contains 3873 members 
Mstep: Class 79 contains 989 members 
Mstep: Class 80 contains 1130 members 
Mstep: Class 81 contains 4493 members 
Mstep: Class 82 contains 1461 members 
Mstep: Class 83 contains 13361 members 
Mstep: Class 84 contains 3672 members 
Mstep: Class 85 contains 18376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85931912.000000 Penalty: 183801.937500
Iteration 131Q: 86 clusters Score -8.593191e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 14503 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 10686 members 
Mstep: Class 5 contains 13865 members 
Mstep: Class 6 contains 6687 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 31379 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 1759 members 
Mstep: Class 11 contains 6154 members 
Mstep: Class 12 contains 8725 members 
Mstep: Class 13 contains 4251 members 
Mstep: Class 14 contains 1054 members 
Mstep: Class 15 contains 874 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 25295 members 
Mstep: Class 18 contains 1402 members 
Mstep: Class 19 contains 2406 members 
Mstep: Class 20 contains 14288 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 3861 members 
Mstep: Class 24 contains 1472 members 
Mstep: Class 25 contains 11064 members 
Mstep: Class 26 contains 1222 members 
Mstep: Class 27 contains 2065 members 
Mstep: Class 28 contains 9622 members 
Mstep: Class 29 contains 15210 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3028 members 
Mstep: Class 32 contains 2773 members 
Mstep: Class 33 contains 16359 members 
Mstep: Class 34 contains 1311 members 
Mstep: Class 35 contains 1404 members 
Mstep: Class 36 contains 7849 members 
Mstep: Class 37 contains 9736 members 
Mstep: Class 38 contains 19408 members 
Mstep: Class 39 contains 1902 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28897 members 
Mstep: Class 42 contains 1217 members 
Mstep: Class 43 contains 651 members 
Mstep: Class 44 contains 5021 members 
Mstep: Class 45 contains 13075 members 
Mstep: Class 46 contains 13132 members 
Mstep: Class 47 contains 3741 members 
Mstep: Class 48 contains 1013 members 
Mstep: Class 49 contains 5985 members 
Mstep: Class 50 contains 18591 members 
Mstep: Class 51 contains 980 members 
Mstep: Class 52 contains 2549 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2306 members 
Mstep: Class 55 contains 12856 members 
Mstep: Class 56 contains 11851 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14038 members 
Mstep: Class 59 contains 1689 members 
Mstep: Class 60 contains 831 members 
Mstep: Class 61 contains 6698 members 
Mstep: Class 62 contains 19694 members 
Mstep: Class 63 contains 1771 members 
Mstep: Class 64 contains 4461 members 
Mstep: Class 65 contains 16140 members 
Mstep: Class 66 contains 1542 members 
Mstep: Class 67 contains 2275 members 
Mstep: Class 68 contains 803 members 
Mstep: Class 69 contains 8509 members 
Mstep: Class 70 contains 753 members 
Mstep: Class 71 contains 965 members 
Mstep: Class 72 contains 17803 members 
Mstep: Class 73 contains 3327 members 
Mstep: Class 74 contains 19997 members 
Mstep: Class 75 contains 1138 members 
Mstep: Class 76 contains 16954 members 
Mstep: Class 77 contains 13711 members 
Mstep: Class 78 contains 3865 members 
Mstep: Class 79 contains 989 members 
Mstep: Class 80 contains 1131 members 
Mstep: Class 81 contains 4478 members 
Mstep: Class 82 contains 1479 members 
Mstep: Class 83 contains 13268 members 
Mstep: Class 84 contains 3673 members 
Mstep: Class 85 contains 18439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932104.000000 Penalty: 183801.937500
Iteration 132Q: 86 clusters Score -8.59321e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 14501 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 10675 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 31385 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 1753 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 8704 members 
Mstep: Class 13 contains 4242 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 25375 members 
Mstep: Class 18 contains 1400 members 
Mstep: Class 19 contains 2416 members 
Mstep: Class 20 contains 14287 members 
Mstep: Class 21 contains 4180 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 3858 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 11056 members 
Mstep: Class 26 contains 1228 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 9619 members 
Mstep: Class 29 contains 15239 members 
Mstep: Class 30 contains 4121 members 
Mstep: Class 31 contains 3028 members 
Mstep: Class 32 contains 2772 members 
Mstep: Class 33 contains 16231 members 
Mstep: Class 34 contains 1307 members 
Mstep: Class 35 contains 1405 members 
Mstep: Class 36 contains 7793 members 
Mstep: Class 37 contains 9747 members 
Mstep: Class 38 contains 19456 members 
Mstep: Class 39 contains 1908 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28900 members 
Mstep: Class 42 contains 1216 members 
Mstep: Class 43 contains 651 members 
Mstep: Class 44 contains 5013 members 
Mstep: Class 45 contains 13095 members 
Mstep: Class 46 contains 13158 members 
Mstep: Class 47 contains 3740 members 
Mstep: Class 48 contains 1023 members 
Mstep: Class 49 contains 5984 members 
Mstep: Class 50 contains 18616 members 
Mstep: Class 51 contains 981 members 
Mstep: Class 52 contains 2538 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2292 members 
Mstep: Class 55 contains 12879 members 
Mstep: Class 56 contains 11858 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14035 members 
Mstep: Class 59 contains 1689 members 
Mstep: Class 60 contains 831 members 
Mstep: Class 61 contains 6696 members 
Mstep: Class 62 contains 19645 members 
Mstep: Class 63 contains 1768 members 
Mstep: Class 64 contains 4463 members 
Mstep: Class 65 contains 16084 members 
Mstep: Class 66 contains 1547 members 
Mstep: Class 67 contains 2276 members 
Mstep: Class 68 contains 803 members 
Mstep: Class 69 contains 8524 members 
Mstep: Class 70 contains 752 members 
Mstep: Class 71 contains 961 members 
Mstep: Class 72 contains 18078 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19972 members 
Mstep: Class 75 contains 1141 members 
Mstep: Class 76 contains 16874 members 
Mstep: Class 77 contains 13607 members 
Mstep: Class 78 contains 3857 members 
Mstep: Class 79 contains 989 members 
Mstep: Class 80 contains 1130 members 
Mstep: Class 81 contains 4462 members 
Mstep: Class 82 contains 1488 members 
Mstep: Class 83 contains 13165 members 
Mstep: Class 84 contains 3677 members 
Mstep: Class 85 contains 18515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932360.000000 Penalty: 183801.937500
Iteration 133Q: 86 clusters Score -8.593236e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 14501 members 
Mstep: Class 3 contains 193 members 
Mstep: Class 4 contains 10669 members 
Mstep: Class 5 contains 13935 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 31391 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1748 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 8684 members 
Mstep: Class 13 contains 4235 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 871 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 25441 members 
Mstep: Class 18 contains 1399 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 14278 members 
Mstep: Class 21 contains 4208 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 11047 members 
Mstep: Class 26 contains 1234 members 
Mstep: Class 27 contains 2072 members 
Mstep: Class 28 contains 9608 members 
Mstep: Class 29 contains 15255 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3028 members 
Mstep: Class 32 contains 2774 members 
Mstep: Class 33 contains 16109 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7756 members 
Mstep: Class 37 contains 9748 members 
Mstep: Class 38 contains 19505 members 
Mstep: Class 39 contains 1914 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28903 members 
Mstep: Class 42 contains 1214 members 
Mstep: Class 43 contains 651 members 
Mstep: Class 44 contains 5010 members 
Mstep: Class 45 contains 13124 members 
Mstep: Class 46 contains 13184 members 
Mstep: Class 47 contains 3737 members 
Mstep: Class 48 contains 1031 members 
Mstep: Class 49 contains 5983 members 
Mstep: Class 50 contains 18647 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 2524 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2284 members 
Mstep: Class 55 contains 12900 members 
Mstep: Class 56 contains 11858 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14035 members 
Mstep: Class 59 contains 1690 members 
Mstep: Class 60 contains 832 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19605 members 
Mstep: Class 63 contains 1770 members 
Mstep: Class 64 contains 4464 members 
Mstep: Class 65 contains 15993 members 
Mstep: Class 66 contains 1550 members 
Mstep: Class 67 contains 2275 members 
Mstep: Class 68 contains 803 members 
Mstep: Class 69 contains 8538 members 
Mstep: Class 70 contains 752 members 
Mstep: Class 71 contains 957 members 
Mstep: Class 72 contains 18317 members 
Mstep: Class 73 contains 3334 members 
Mstep: Class 74 contains 19958 members 
Mstep: Class 75 contains 1141 members 
Mstep: Class 76 contains 16810 members 
Mstep: Class 77 contains 13521 members 
Mstep: Class 78 contains 3849 members 
Mstep: Class 79 contains 989 members 
Mstep: Class 80 contains 1131 members 
Mstep: Class 81 contains 4449 members 
Mstep: Class 82 contains 1492 members 
Mstep: Class 83 contains 13099 members 
Mstep: Class 84 contains 3678 members 
Mstep: Class 85 contains 18578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932384.000000 Penalty: 183801.937500
Iteration 134Q: 86 clusters Score -8.593238e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 14501 members 
Mstep: Class 3 contains 192 members 
Mstep: Class 4 contains 10664 members 
Mstep: Class 5 contains 13970 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 31393 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1745 members 
Mstep: Class 11 contains 6148 members 
Mstep: Class 12 contains 8664 members 
Mstep: Class 13 contains 4226 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 871 members 
Mstep: Class 16 contains 3147 members 
Mstep: Class 17 contains 25497 members 
Mstep: Class 18 contains 1400 members 
Mstep: Class 19 contains 2436 members 
Mstep: Class 20 contains 14273 members 
Mstep: Class 21 contains 4234 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 11042 members 
Mstep: Class 26 contains 1236 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 9605 members 
Mstep: Class 29 contains 15263 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3028 members 
Mstep: Class 32 contains 2777 members 
Mstep: Class 33 contains 15986 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7711 members 
Mstep: Class 37 contains 9753 members 
Mstep: Class 38 contains 19580 members 
Mstep: Class 39 contains 1923 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28909 members 
Mstep: Class 42 contains 1214 members 
Mstep: Class 43 contains 651 members 
Mstep: Class 44 contains 5002 members 
Mstep: Class 45 contains 13145 members 
Mstep: Class 46 contains 13220 members 
Mstep: Class 47 contains 3737 members 
Mstep: Class 48 contains 1034 members 
Mstep: Class 49 contains 5987 members 
Mstep: Class 50 contains 18721 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 2514 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2280 members 
Mstep: Class 55 contains 12915 members 
Mstep: Class 56 contains 11856 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14034 members 
Mstep: Class 59 contains 1690 members 
Mstep: Class 60 contains 836 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19564 members 
Mstep: Class 63 contains 1769 members 
Mstep: Class 64 contains 4465 members 
Mstep: Class 65 contains 15899 members 
Mstep: Class 66 contains 1550 members 
Mstep: Class 67 contains 2275 members 
Mstep: Class 68 contains 803 members 
Mstep: Class 69 contains 8558 members 
Mstep: Class 70 contains 752 members 
Mstep: Class 71 contains 956 members 
Mstep: Class 72 contains 18543 members 
Mstep: Class 73 contains 3336 members 
Mstep: Class 74 contains 19939 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 16763 members 
Mstep: Class 77 contains 13409 members 
Mstep: Class 78 contains 3833 members 
Mstep: Class 79 contains 989 members 
Mstep: Class 80 contains 1131 members 
Mstep: Class 81 contains 4435 members 
Mstep: Class 82 contains 1495 members 
Mstep: Class 83 contains 13030 members 
Mstep: Class 84 contains 3678 members 
Mstep: Class 85 contains 18622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932400.000000 Penalty: 183801.937500
Iteration 135Q: 86 clusters Score -8.59324e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 14501 members 
Mstep: Class 3 contains 192 members 
Mstep: Class 4 contains 10660 members 
Mstep: Class 5 contains 14003 members 
Mstep: Class 6 contains 6693 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 31399 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1744 members 
Mstep: Class 11 contains 6149 members 
Mstep: Class 12 contains 8645 members 
Mstep: Class 13 contains 4217 members 
Mstep: Class 14 contains 1050 members 
Mstep: Class 15 contains 868 members 
Mstep: Class 16 contains 3147 members 
Mstep: Class 17 contains 25541 members 
Mstep: Class 18 contains 1400 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 14259 members 
Mstep: Class 21 contains 4260 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 11037 members 
Mstep: Class 26 contains 1236 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 9595 members 
Mstep: Class 29 contains 15283 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 3025 members 
Mstep: Class 32 contains 2776 members 
Mstep: Class 33 contains 15854 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 1405 members 
Mstep: Class 36 contains 7666 members 
Mstep: Class 37 contains 9757 members 
Mstep: Class 38 contains 19645 members 
Mstep: Class 39 contains 1931 members 
Mstep: Class 40 contains 1192 members 
Mstep: Class 41 contains 28908 members 
Mstep: Class 42 contains 1213 members 
Mstep: Class 43 contains 651 members 
Mstep: Class 44 contains 5003 members 
Mstep: Class 45 contains 13174 members 
Mstep: Class 46 contains 13252 members 
Mstep: Class 47 contains 3737 members 
Mstep: Class 48 contains 1040 members 
Mstep: Class 49 contains 5987 members 
Mstep: Class 50 contains 18793 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 2509 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2273 members 
Mstep: Class 55 contains 12936 members 
Mstep: Class 56 contains 11857 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14033 members 
Mstep: Class 59 contains 1691 members 
Mstep: Class 60 contains 841 members 
Mstep: Class 61 contains 6691 members 
Mstep: Class 62 contains 19525 members 
Mstep: Class 63 contains 1767 members 
Mstep: Class 64 contains 4466 members 
Mstep: Class 65 contains 15800 members 
Mstep: Class 66 contains 1550 members 
Mstep: Class 67 contains 2275 members 
Mstep: Class 68 contains 802 members 
Mstep: Class 69 contains 8577 members 
Mstep: Class 70 contains 752 members 
Mstep: Class 71 contains 956 members 
Mstep: Class 72 contains 18780 members 
Mstep: Class 73 contains 3334 members 
Mstep: Class 74 contains 19920 members 
Mstep: Class 75 contains 1143 members 
Mstep: Class 76 contains 16711 members 
Mstep: Class 77 contains 13311 members 
Mstep: Class 78 contains 3821 members 
Mstep: Class 79 contains 990 members 
Mstep: Class 80 contains 1131 members 
Mstep: Class 81 contains 4419 members 
Mstep: Class 82 contains 1494 members 
Mstep: Class 83 contains 12978 members 
Mstep: Class 84 contains 3680 members 
Mstep: Class 85 contains 18664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932456.000000 Penalty: 183801.937500
Iteration 136Q: 86 clusters Score -8.593246e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 14501 members 
Mstep: Class 3 contains 192 members 
Mstep: Class 4 contains 10658 members 
Mstep: Class 5 contains 14044 members 
Mstep: Class 6 contains 6691 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 31401 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1744 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 8623 members 
Mstep: Class 13 contains 4210 members 
Mstep: Class 14 contains 1050 members 
Mstep: Class 15 contains 867 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 25588 members 
Mstep: Class 18 contains 1401 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 14243 members 
Mstep: Class 21 contains 4285 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 3852 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 11030 members 
Mstep: Class 26 contains 1236 members 
Mstep: Class 27 contains 2072 members 
Mstep: Class 28 contains 9597 members 
Mstep: Class 29 contains 15290 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3026 members 
Mstep: Class 32 contains 2780 members 
Mstep: Class 33 contains 15740 members 
Mstep: Class 34 contains 1299 members 
Mstep: Class 35 contains 1405 members 
Mstep: Class 36 contains 7628 members 
Mstep: Class 37 contains 9758 members 
Mstep: Class 38 contains 19703 members 
Mstep: Class 39 contains 1938 members 
Mstep: Class 40 contains 1192 members 
Mstep: Class 41 contains 28912 members 
Mstep: Class 42 contains 1213 members 
Mstep: Class 43 contains 651 members 
Mstep: Class 44 contains 5006 members 
Mstep: Class 45 contains 13207 members 
Mstep: Class 46 contains 13284 members 
Mstep: Class 47 contains 3736 members 
Mstep: Class 48 contains 1043 members 
Mstep: Class 49 contains 5985 members 
Mstep: Class 50 contains 18861 members 
Mstep: Class 51 contains 981 members 
Mstep: Class 52 contains 2504 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2270 members 
Mstep: Class 55 contains 12953 members 
Mstep: Class 56 contains 11852 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14033 members 
Mstep: Class 59 contains 1690 members 
Mstep: Class 60 contains 845 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19490 members 
Mstep: Class 63 contains 1765 members 
Mstep: Class 64 contains 4467 members 
Mstep: Class 65 contains 15702 members 
Mstep: Class 66 contains 1549 members 
Mstep: Class 67 contains 2275 members 
Mstep: Class 68 contains 802 members 
Mstep: Class 69 contains 8590 members 
Mstep: Class 70 contains 752 members 
Mstep: Class 71 contains 956 members 
Mstep: Class 72 contains 18993 members 
Mstep: Class 73 contains 3329 members 
Mstep: Class 74 contains 19905 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 16662 members 
Mstep: Class 77 contains 13213 members 
Mstep: Class 78 contains 3817 members 
Mstep: Class 79 contains 990 members 
Mstep: Class 80 contains 1130 members 
Mstep: Class 81 contains 4402 members 
Mstep: Class 82 contains 1497 members 
Mstep: Class 83 contains 12921 members 
Mstep: Class 84 contains 3680 members 
Mstep: Class 85 contains 18712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932336.000000 Penalty: 183801.937500
Iteration 137Q: 86 clusters Score -8.593234e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 14500 members 
Mstep: Class 3 contains 192 members 
Mstep: Class 4 contains 10655 members 
Mstep: Class 5 contains 14090 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 31406 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1743 members 
Mstep: Class 11 contains 6144 members 
Mstep: Class 12 contains 8611 members 
Mstep: Class 13 contains 4204 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 866 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 25656 members 
Mstep: Class 18 contains 1400 members 
Mstep: Class 19 contains 2456 members 
Mstep: Class 20 contains 14225 members 
Mstep: Class 21 contains 4302 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 11026 members 
Mstep: Class 26 contains 1236 members 
Mstep: Class 27 contains 2072 members 
Mstep: Class 28 contains 9599 members 
Mstep: Class 29 contains 15298 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3026 members 
Mstep: Class 32 contains 2786 members 
Mstep: Class 33 contains 15657 members 
Mstep: Class 34 contains 1296 members 
Mstep: Class 35 contains 1405 members 
Mstep: Class 36 contains 7587 members 
Mstep: Class 37 contains 9760 members 
Mstep: Class 38 contains 19757 members 
Mstep: Class 39 contains 1940 members 
Mstep: Class 40 contains 1192 members 
Mstep: Class 41 contains 28912 members 
Mstep: Class 42 contains 1213 members 
Mstep: Class 43 contains 651 members 
Mstep: Class 44 contains 5004 members 
Mstep: Class 45 contains 13250 members 
Mstep: Class 46 contains 13312 members 
Mstep: Class 47 contains 3737 members 
Mstep: Class 48 contains 1043 members 
Mstep: Class 49 contains 5984 members 
Mstep: Class 50 contains 18902 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 2498 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2267 members 
Mstep: Class 55 contains 12966 members 
Mstep: Class 56 contains 11850 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14032 members 
Mstep: Class 59 contains 1690 members 
Mstep: Class 60 contains 847 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19457 members 
Mstep: Class 63 contains 1766 members 
Mstep: Class 64 contains 4467 members 
Mstep: Class 65 contains 15627 members 
Mstep: Class 66 contains 1550 members 
Mstep: Class 67 contains 2275 members 
Mstep: Class 68 contains 803 members 
Mstep: Class 69 contains 8604 members 
Mstep: Class 70 contains 753 members 
Mstep: Class 71 contains 958 members 
Mstep: Class 72 contains 19159 members 
Mstep: Class 73 contains 3332 members 
Mstep: Class 74 contains 19888 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 16633 members 
Mstep: Class 77 contains 13120 members 
Mstep: Class 78 contains 3817 members 
Mstep: Class 79 contains 990 members 
Mstep: Class 80 contains 1130 members 
Mstep: Class 81 contains 4390 members 
Mstep: Class 82 contains 1503 members 
Mstep: Class 83 contains 12849 members 
Mstep: Class 84 contains 3680 members 
Mstep: Class 85 contains 18737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932272.000000 Penalty: 183801.937500
Iteration 138Q: 86 clusters Score -8.593227e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 14499 members 
Mstep: Class 3 contains 192 members 
Mstep: Class 4 contains 10650 members 
Mstep: Class 5 contains 14128 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 31410 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1738 members 
Mstep: Class 11 contains 6140 members 
Mstep: Class 12 contains 8614 members 
Mstep: Class 13 contains 4197 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 866 members 
Mstep: Class 16 contains 3153 members 
Mstep: Class 17 contains 25736 members 
Mstep: Class 18 contains 1401 members 
Mstep: Class 19 contains 2461 members 
Mstep: Class 20 contains 14215 members 
Mstep: Class 21 contains 4320 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 11019 members 
Mstep: Class 26 contains 1236 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 9592 members 
Mstep: Class 29 contains 15300 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3026 members 
Mstep: Class 32 contains 2783 members 
Mstep: Class 33 contains 15597 members 
Mstep: Class 34 contains 1294 members 
Mstep: Class 35 contains 1405 members 
Mstep: Class 36 contains 7538 members 
Mstep: Class 37 contains 9758 members 
Mstep: Class 38 contains 19795 members 
Mstep: Class 39 contains 1940 members 
Mstep: Class 40 contains 1192 members 
Mstep: Class 41 contains 28916 members 
Mstep: Class 42 contains 1213 members 
Mstep: Class 43 contains 651 members 
Mstep: Class 44 contains 5003 members 
Mstep: Class 45 contains 13282 members 
Mstep: Class 46 contains 13347 members 
Mstep: Class 47 contains 3731 members 
Mstep: Class 48 contains 1044 members 
Mstep: Class 49 contains 5984 members 
Mstep: Class 50 contains 18941 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 2495 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2264 members 
Mstep: Class 55 contains 12984 members 
Mstep: Class 56 contains 11846 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14031 members 
Mstep: Class 59 contains 1691 members 
Mstep: Class 60 contains 850 members 
Mstep: Class 61 contains 6698 members 
Mstep: Class 62 contains 19417 members 
Mstep: Class 63 contains 1768 members 
Mstep: Class 64 contains 4468 members 
Mstep: Class 65 contains 15549 members 
Mstep: Class 66 contains 1551 members 
Mstep: Class 67 contains 2275 members 
Mstep: Class 68 contains 803 members 
Mstep: Class 69 contains 8612 members 
Mstep: Class 70 contains 754 members 
Mstep: Class 71 contains 959 members 
Mstep: Class 72 contains 19309 members 
Mstep: Class 73 contains 3332 members 
Mstep: Class 74 contains 19876 members 
Mstep: Class 75 contains 1143 members 
Mstep: Class 76 contains 16618 members 
Mstep: Class 77 contains 13040 members 
Mstep: Class 78 contains 3814 members 
Mstep: Class 79 contains 990 members 
Mstep: Class 80 contains 1131 members 
Mstep: Class 81 contains 4378 members 
Mstep: Class 82 contains 1503 members 
Mstep: Class 83 contains 12778 members 
Mstep: Class 84 contains 3681 members 
Mstep: Class 85 contains 18763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932288.000000 Penalty: 183801.937500
Iteration 139Q: 86 clusters Score -8.593229e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 14498 members 
Mstep: Class 3 contains 192 members 
Mstep: Class 4 contains 10645 members 
Mstep: Class 5 contains 14166 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 686 members 
Mstep: Class 8 contains 31416 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1734 members 
Mstep: Class 11 contains 6134 members 
Mstep: Class 12 contains 8598 members 
Mstep: Class 13 contains 4190 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 866 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 25787 members 
Mstep: Class 18 contains 1400 members 
Mstep: Class 19 contains 2464 members 
Mstep: Class 20 contains 14209 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 1988 members 
Mstep: Class 23 contains 3847 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 11008 members 
Mstep: Class 26 contains 1236 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 9586 members 
Mstep: Class 29 contains 15296 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3029 members 
Mstep: Class 32 contains 2783 members 
Mstep: Class 33 contains 15525 members 
Mstep: Class 34 contains 1291 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7504 members 
Mstep: Class 37 contains 9753 members 
Mstep: Class 38 contains 19835 members 
Mstep: Class 39 contains 1942 members 
Mstep: Class 40 contains 1192 members 
Mstep: Class 41 contains 28918 members 
Mstep: Class 42 contains 1213 members 
Mstep: Class 43 contains 651 members 
Mstep: Class 44 contains 5003 members 
Mstep: Class 45 contains 13327 members 
Mstep: Class 46 contains 13382 members 
Mstep: Class 47 contains 3733 members 
Mstep: Class 48 contains 1045 members 
Mstep: Class 49 contains 5986 members 
Mstep: Class 50 contains 18983 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 2493 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2261 members 
Mstep: Class 55 contains 12994 members 
Mstep: Class 56 contains 11843 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14032 members 
Mstep: Class 59 contains 1691 members 
Mstep: Class 60 contains 850 members 
Mstep: Class 61 contains 6700 members 
Mstep: Class 62 contains 19387 members 
Mstep: Class 63 contains 1766 members 
Mstep: Class 64 contains 4469 members 
Mstep: Class 65 contains 15484 members 
Mstep: Class 66 contains 1554 members 
Mstep: Class 67 contains 2275 members 
Mstep: Class 68 contains 804 members 
Mstep: Class 69 contains 8620 members 
Mstep: Class 70 contains 753 members 
Mstep: Class 71 contains 959 members 
Mstep: Class 72 contains 19475 members 
Mstep: Class 73 contains 3332 members 
Mstep: Class 74 contains 19867 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 16606 members 
Mstep: Class 77 contains 12962 members 
Mstep: Class 78 contains 3813 members 
Mstep: Class 79 contains 991 members 
Mstep: Class 80 contains 1131 members 
Mstep: Class 81 contains 4359 members 
Mstep: Class 82 contains 1505 members 
Mstep: Class 83 contains 12717 members 
Mstep: Class 84 contains 3683 members 
Mstep: Class 85 contains 18783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932920.000000 Penalty: 183801.937500
Iteration 140F: 86 clusters Score -8.593292e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 14418 members 
Mstep: Class 3 contains 190 members 
Mstep: Class 4 contains 10639 members 
Mstep: Class 5 contains 14204 members 
Mstep: Class 6 contains 6687 members 
Mstep: Class 7 contains 772 members 
Mstep: Class 8 contains 31420 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1730 members 
Mstep: Class 11 contains 6130 members 
Mstep: Class 12 contains 8578 members 
Mstep: Class 13 contains 4183 members 
Mstep: Class 14 contains 1056 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 16 contains 3136 members 
Mstep: Class 17 contains 25849 members 
Mstep: Class 18 contains 1400 members 
Mstep: Class 19 contains 2468 members 
Mstep: Class 20 contains 14205 members 
Mstep: Class 21 contains 4347 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 11005 members 
Mstep: Class 26 contains 1236 members 
Mstep: Class 27 contains 2080 members 
Mstep: Class 28 contains 9583 members 
Mstep: Class 29 contains 15294 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2783 members 
Mstep: Class 33 contains 15465 members 
Mstep: Class 34 contains 1292 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 9752 members 
Mstep: Class 38 contains 19875 members 
Mstep: Class 39 contains 1944 members 
Mstep: Class 40 contains 1192 members 
Mstep: Class 41 contains 28917 members 
Mstep: Class 42 contains 1206 members 
Mstep: Class 43 contains 651 members 
Mstep: Class 44 contains 5001 members 
Mstep: Class 45 contains 13365 members 
Mstep: Class 46 contains 13424 members 
Mstep: Class 47 contains 3727 members 
Mstep: Class 48 contains 1047 members 
Mstep: Class 49 contains 5986 members 
Mstep: Class 50 contains 19009 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 2492 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2259 members 
Mstep: Class 55 contains 13006 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14032 members 
Mstep: Class 59 contains 1688 members 
Mstep: Class 60 contains 851 members 
Mstep: Class 61 contains 6704 members 
Mstep: Class 62 contains 19359 members 
Mstep: Class 63 contains 1763 members 
Mstep: Class 64 contains 4471 members 
Mstep: Class 65 contains 15423 members 
Mstep: Class 66 contains 1554 members 
Mstep: Class 67 contains 2275 members 
Mstep: Class 68 contains 804 members 
Mstep: Class 69 contains 8629 members 
Mstep: Class 70 contains 753 members 
Mstep: Class 71 contains 958 members 
Mstep: Class 72 contains 19617 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19863 members 
Mstep: Class 75 contains 1143 members 
Mstep: Class 76 contains 16584 members 
Mstep: Class 77 contains 12884 members 
Mstep: Class 78 contains 3812 members 
Mstep: Class 79 contains 990 members 
Mstep: Class 80 contains 1131 members 
Mstep: Class 81 contains 4343 members 
Mstep: Class 82 contains 1529 members 
Mstep: Class 83 contains 12666 members 
Mstep: Class 84 contains 3685 members 
Mstep: Class 85 contains 18802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933144.000000 Penalty: 183801.937500
Iteration 141Q: 86 clusters Score -8.593314e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 14397 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10637 members 
Mstep: Class 5 contains 14238 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 8 contains 31423 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6129 members 
Mstep: Class 12 contains 8558 members 
Mstep: Class 13 contains 4176 members 
Mstep: Class 14 contains 1058 members 
Mstep: Class 15 contains 854 members 
Mstep: Class 16 contains 3128 members 
Mstep: Class 17 contains 25882 members 
Mstep: Class 18 contains 1400 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 14198 members 
Mstep: Class 21 contains 4355 members 
Mstep: Class 22 contains 1988 members 
Mstep: Class 23 contains 3848 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 11001 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2086 members 
Mstep: Class 28 contains 9572 members 
Mstep: Class 29 contains 15276 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3028 members 
Mstep: Class 32 contains 2786 members 
Mstep: Class 33 contains 15407 members 
Mstep: Class 34 contains 1294 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 7443 members 
Mstep: Class 37 contains 9757 members 
Mstep: Class 38 contains 19915 members 
Mstep: Class 39 contains 1947 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 28920 members 
Mstep: Class 42 contains 1206 members 
Mstep: Class 43 contains 651 members 
Mstep: Class 44 contains 5001 members 
Mstep: Class 45 contains 13398 members 
Mstep: Class 46 contains 13473 members 
Mstep: Class 47 contains 3721 members 
Mstep: Class 48 contains 1048 members 
Mstep: Class 49 contains 5984 members 
Mstep: Class 50 contains 19031 members 
Mstep: Class 51 contains 983 members 
Mstep: Class 52 contains 2491 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2259 members 
Mstep: Class 55 contains 13020 members 
Mstep: Class 56 contains 11842 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14029 members 
Mstep: Class 59 contains 1686 members 
Mstep: Class 60 contains 852 members 
Mstep: Class 61 contains 6705 members 
Mstep: Class 62 contains 19323 members 
Mstep: Class 63 contains 1763 members 
Mstep: Class 64 contains 4471 members 
Mstep: Class 65 contains 15365 members 
Mstep: Class 66 contains 1551 members 
Mstep: Class 67 contains 2275 members 
Mstep: Class 68 contains 804 members 
Mstep: Class 69 contains 8633 members 
Mstep: Class 70 contains 753 members 
Mstep: Class 71 contains 957 members 
Mstep: Class 72 contains 19758 members 
Mstep: Class 73 contains 3328 members 
Mstep: Class 74 contains 19856 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 16572 members 
Mstep: Class 77 contains 12811 members 
Mstep: Class 78 contains 3810 members 
Mstep: Class 79 contains 991 members 
Mstep: Class 80 contains 1131 members 
Mstep: Class 81 contains 4328 members 
Mstep: Class 82 contains 1553 members 
Mstep: Class 83 contains 12640 members 
Mstep: Class 84 contains 3690 members 
Mstep: Class 85 contains 18828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933216.000000 Penalty: 183801.937500
Iteration 142Q: 86 clusters Score -8.593322e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 14395 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10633 members 
Mstep: Class 5 contains 14263 members 
Mstep: Class 6 contains 6679 members 
Mstep: Class 7 contains 775 members 
Mstep: Class 8 contains 31423 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 1721 members 
Mstep: Class 11 contains 6122 members 
Mstep: Class 12 contains 8542 members 
Mstep: Class 13 contains 4171 members 
Mstep: Class 14 contains 1057 members 
Mstep: Class 15 contains 851 members 
Mstep: Class 16 contains 3123 members 
Mstep: Class 17 contains 25956 members 
Mstep: Class 18 contains 1400 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 14207 members 
Mstep: Class 21 contains 4366 members 
Mstep: Class 22 contains 1988 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 11002 members 
Mstep: Class 26 contains 1240 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 9568 members 
Mstep: Class 29 contains 15268 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3028 members 
Mstep: Class 32 contains 2787 members 
Mstep: Class 33 contains 15352 members 
Mstep: Class 34 contains 1294 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7416 members 
Mstep: Class 37 contains 9763 members 
Mstep: Class 38 contains 19972 members 
Mstep: Class 39 contains 1948 members 
Mstep: Class 40 contains 1192 members 
Mstep: Class 41 contains 28921 members 
Mstep: Class 42 contains 1205 members 
Mstep: Class 43 contains 650 members 
Mstep: Class 44 contains 5006 members 
Mstep: Class 45 contains 13427 members 
Mstep: Class 46 contains 13519 members 
Mstep: Class 47 contains 3717 members 
Mstep: Class 48 contains 1052 members 
Mstep: Class 49 contains 5985 members 
Mstep: Class 50 contains 19040 members 
Mstep: Class 51 contains 983 members 
Mstep: Class 52 contains 2490 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2259 members 
Mstep: Class 55 contains 13032 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1680 members 
Mstep: Class 60 contains 854 members 
Mstep: Class 61 contains 6711 members 
Mstep: Class 62 contains 19301 members 
Mstep: Class 63 contains 1759 members 
Mstep: Class 64 contains 4470 members 
Mstep: Class 65 contains 15313 members 
Mstep: Class 66 contains 1550 members 
Mstep: Class 67 contains 2275 members 
Mstep: Class 68 contains 803 members 
Mstep: Class 69 contains 8638 members 
Mstep: Class 70 contains 756 members 
Mstep: Class 71 contains 956 members 
Mstep: Class 72 contains 19859 members 
Mstep: Class 73 contains 3332 members 
Mstep: Class 74 contains 19845 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 16559 members 
Mstep: Class 77 contains 12707 members 
Mstep: Class 78 contains 3808 members 
Mstep: Class 79 contains 992 members 
Mstep: Class 80 contains 1133 members 
Mstep: Class 81 contains 4311 members 
Mstep: Class 82 contains 1576 members 
Mstep: Class 83 contains 12605 members 
Mstep: Class 84 contains 3693 members 
Mstep: Class 85 contains 18838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933520.000000 Penalty: 183801.937500
Iteration 143Q: 86 clusters Score -8.593352e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 14393 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10630 members 
Mstep: Class 5 contains 14283 members 
Mstep: Class 6 contains 6678 members 
Mstep: Class 7 contains 773 members 
Mstep: Class 8 contains 31424 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 1720 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 8528 members 
Mstep: Class 13 contains 4162 members 
Mstep: Class 14 contains 1057 members 
Mstep: Class 15 contains 849 members 
Mstep: Class 16 contains 3115 members 
Mstep: Class 17 contains 26013 members 
Mstep: Class 18 contains 1400 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 14216 members 
Mstep: Class 21 contains 4377 members 
Mstep: Class 22 contains 1988 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 11003 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2091 members 
Mstep: Class 28 contains 9561 members 
Mstep: Class 29 contains 15250 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3029 members 
Mstep: Class 32 contains 2785 members 
Mstep: Class 33 contains 15282 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7387 members 
Mstep: Class 37 contains 9771 members 
Mstep: Class 38 contains 20031 members 
Mstep: Class 39 contains 1953 members 
Mstep: Class 40 contains 1192 members 
Mstep: Class 41 contains 28921 members 
Mstep: Class 42 contains 1201 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5011 members 
Mstep: Class 45 contains 13468 members 
Mstep: Class 46 contains 13561 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 1056 members 
Mstep: Class 49 contains 5993 members 
Mstep: Class 50 contains 19052 members 
Mstep: Class 51 contains 983 members 
Mstep: Class 52 contains 2489 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2259 members 
Mstep: Class 55 contains 13043 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14023 members 
Mstep: Class 59 contains 1678 members 
Mstep: Class 60 contains 855 members 
Mstep: Class 61 contains 6715 members 
Mstep: Class 62 contains 19273 members 
Mstep: Class 63 contains 1751 members 
Mstep: Class 64 contains 4466 members 
Mstep: Class 65 contains 15274 members 
Mstep: Class 66 contains 1550 members 
Mstep: Class 67 contains 2274 members 
Mstep: Class 68 contains 804 members 
Mstep: Class 69 contains 8642 members 
Mstep: Class 70 contains 761 members 
Mstep: Class 71 contains 955 members 
Mstep: Class 72 contains 19960 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19836 members 
Mstep: Class 75 contains 1146 members 
Mstep: Class 76 contains 16550 members 
Mstep: Class 77 contains 12608 members 
Mstep: Class 78 contains 3803 members 
Mstep: Class 79 contains 992 members 
Mstep: Class 80 contains 1133 members 
Mstep: Class 81 contains 4298 members 
Mstep: Class 82 contains 1592 members 
Mstep: Class 83 contains 12578 members 
Mstep: Class 84 contains 3696 members 
Mstep: Class 85 contains 18861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933384.000000 Penalty: 183801.937500
Iteration 144Q: 86 clusters Score -8.593338e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 14393 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10622 members 
Mstep: Class 5 contains 14308 members 
Mstep: Class 6 contains 6672 members 
Mstep: Class 7 contains 773 members 
Mstep: Class 8 contains 31426 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 1721 members 
Mstep: Class 11 contains 6118 members 
Mstep: Class 12 contains 8517 members 
Mstep: Class 13 contains 4150 members 
Mstep: Class 14 contains 1055 members 
Mstep: Class 15 contains 850 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 26078 members 
Mstep: Class 18 contains 1398 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 14231 members 
Mstep: Class 21 contains 4390 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10997 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 9556 members 
Mstep: Class 29 contains 15248 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3030 members 
Mstep: Class 32 contains 2782 members 
Mstep: Class 33 contains 15225 members 
Mstep: Class 34 contains 1294 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7360 members 
Mstep: Class 37 contains 9779 members 
Mstep: Class 38 contains 20109 members 
Mstep: Class 39 contains 1955 members 
Mstep: Class 40 contains 1192 members 
Mstep: Class 41 contains 28921 members 
Mstep: Class 42 contains 1199 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5018 members 
Mstep: Class 45 contains 13508 members 
Mstep: Class 46 contains 13592 members 
Mstep: Class 47 contains 3713 members 
Mstep: Class 48 contains 1061 members 
Mstep: Class 49 contains 6002 members 
Mstep: Class 50 contains 19074 members 
Mstep: Class 51 contains 985 members 
Mstep: Class 52 contains 2486 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2258 members 
Mstep: Class 55 contains 13052 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14024 members 
Mstep: Class 59 contains 1676 members 
Mstep: Class 60 contains 858 members 
Mstep: Class 61 contains 6709 members 
Mstep: Class 62 contains 19258 members 
Mstep: Class 63 contains 1743 members 
Mstep: Class 64 contains 4464 members 
Mstep: Class 65 contains 15241 members 
Mstep: Class 66 contains 1552 members 
Mstep: Class 67 contains 2276 members 
Mstep: Class 68 contains 805 members 
Mstep: Class 69 contains 8645 members 
Mstep: Class 70 contains 765 members 
Mstep: Class 71 contains 952 members 
Mstep: Class 72 contains 20041 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19826 members 
Mstep: Class 75 contains 1147 members 
Mstep: Class 76 contains 16529 members 
Mstep: Class 77 contains 12484 members 
Mstep: Class 78 contains 3801 members 
Mstep: Class 79 contains 992 members 
Mstep: Class 80 contains 1133 members 
Mstep: Class 81 contains 4290 members 
Mstep: Class 82 contains 1606 members 
Mstep: Class 83 contains 12529 members 
Mstep: Class 84 contains 3705 members 
Mstep: Class 85 contains 18875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933200.000000 Penalty: 183801.937500
Iteration 145Q: 86 clusters Score -8.59332e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 14393 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 14338 members 
Mstep: Class 6 contains 6666 members 
Mstep: Class 7 contains 773 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6119 members 
Mstep: Class 12 contains 8504 members 
Mstep: Class 13 contains 4143 members 
Mstep: Class 14 contains 1055 members 
Mstep: Class 15 contains 849 members 
Mstep: Class 16 contains 3096 members 
Mstep: Class 17 contains 26126 members 
Mstep: Class 18 contains 1397 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 21 contains 4405 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10991 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 9553 members 
Mstep: Class 29 contains 15247 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 3029 members 
Mstep: Class 32 contains 2783 members 
Mstep: Class 33 contains 15169 members 
Mstep: Class 34 contains 1294 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7343 members 
Mstep: Class 37 contains 9789 members 
Mstep: Class 38 contains 20185 members 
Mstep: Class 39 contains 1956 members 
Mstep: Class 40 contains 1192 members 
Mstep: Class 41 contains 28924 members 
Mstep: Class 42 contains 1197 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5017 members 
Mstep: Class 45 contains 13559 members 
Mstep: Class 46 contains 13619 members 
Mstep: Class 47 contains 3713 members 
Mstep: Class 48 contains 1066 members 
Mstep: Class 49 contains 6007 members 
Mstep: Class 50 contains 19097 members 
Mstep: Class 51 contains 984 members 
Mstep: Class 52 contains 2483 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2258 members 
Mstep: Class 55 contains 13059 members 
Mstep: Class 56 contains 11840 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14023 members 
Mstep: Class 59 contains 1676 members 
Mstep: Class 60 contains 860 members 
Mstep: Class 61 contains 6702 members 
Mstep: Class 62 contains 19247 members 
Mstep: Class 63 contains 1736 members 
Mstep: Class 64 contains 4462 members 
Mstep: Class 65 contains 15206 members 
Mstep: Class 66 contains 1551 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 806 members 
Mstep: Class 69 contains 8648 members 
Mstep: Class 70 contains 768 members 
Mstep: Class 71 contains 951 members 
Mstep: Class 72 contains 20111 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19812 members 
Mstep: Class 75 contains 1149 members 
Mstep: Class 76 contains 16518 members 
Mstep: Class 77 contains 12386 members 
Mstep: Class 78 contains 3800 members 
Mstep: Class 79 contains 992 members 
Mstep: Class 80 contains 1133 members 
Mstep: Class 81 contains 4278 members 
Mstep: Class 82 contains 1623 members 
Mstep: Class 83 contains 12498 members 
Mstep: Class 84 contains 3709 members 
Mstep: Class 85 contains 18880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933200.000000 Penalty: 183801.937500
Iteration 146Q: 86 clusters Score -8.59332e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 14393 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10610 members 
Mstep: Class 5 contains 14359 members 
Mstep: Class 6 contains 6665 members 
Mstep: Class 7 contains 773 members 
Mstep: Class 8 contains 31433 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6118 members 
Mstep: Class 12 contains 8487 members 
Mstep: Class 13 contains 4140 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 846 members 
Mstep: Class 16 contains 3092 members 
Mstep: Class 17 contains 26147 members 
Mstep: Class 18 contains 1397 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 21 contains 4413 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3852 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10987 members 
Mstep: Class 26 contains 1246 members 
Mstep: Class 27 contains 2082 members 
Mstep: Class 28 contains 9548 members 
Mstep: Class 29 contains 15259 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 3036 members 
Mstep: Class 32 contains 2781 members 
Mstep: Class 33 contains 15120 members 
Mstep: Class 34 contains 1295 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7328 members 
Mstep: Class 37 contains 9789 members 
Mstep: Class 38 contains 20247 members 
Mstep: Class 39 contains 1957 members 
Mstep: Class 40 contains 1192 members 
Mstep: Class 41 contains 28927 members 
Mstep: Class 42 contains 1195 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5016 members 
Mstep: Class 45 contains 13604 members 
Mstep: Class 46 contains 13634 members 
Mstep: Class 47 contains 3714 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 6008 members 
Mstep: Class 50 contains 19162 members 
Mstep: Class 51 contains 984 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2257 members 
Mstep: Class 55 contains 13072 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14020 members 
Mstep: Class 59 contains 1676 members 
Mstep: Class 60 contains 859 members 
Mstep: Class 61 contains 6706 members 
Mstep: Class 62 contains 19236 members 
Mstep: Class 63 contains 1730 members 
Mstep: Class 64 contains 4463 members 
Mstep: Class 65 contains 15166 members 
Mstep: Class 66 contains 1551 members 
Mstep: Class 67 contains 2280 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8649 members 
Mstep: Class 70 contains 771 members 
Mstep: Class 71 contains 950 members 
Mstep: Class 72 contains 20168 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19806 members 
Mstep: Class 75 contains 1151 members 
Mstep: Class 76 contains 16491 members 
Mstep: Class 77 contains 12283 members 
Mstep: Class 78 contains 3799 members 
Mstep: Class 79 contains 992 members 
Mstep: Class 80 contains 1133 members 
Mstep: Class 81 contains 4268 members 
Mstep: Class 82 contains 1627 members 
Mstep: Class 83 contains 12466 members 
Mstep: Class 84 contains 3710 members 
Mstep: Class 85 contains 18899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933240.000000 Penalty: 183801.937500
Iteration 147Q: 86 clusters Score -8.593324e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 14393 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10608 members 
Mstep: Class 5 contains 14372 members 
Mstep: Class 6 contains 6666 members 
Mstep: Class 7 contains 772 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6116 members 
Mstep: Class 12 contains 8473 members 
Mstep: Class 13 contains 4140 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 3086 members 
Mstep: Class 17 contains 26172 members 
Mstep: Class 18 contains 1397 members 
Mstep: Class 19 contains 2486 members 
Mstep: Class 20 contains 14232 members 
Mstep: Class 21 contains 4422 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3852 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10984 members 
Mstep: Class 26 contains 1246 members 
Mstep: Class 27 contains 2081 members 
Mstep: Class 28 contains 9546 members 
Mstep: Class 29 contains 15272 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 3039 members 
Mstep: Class 32 contains 2782 members 
Mstep: Class 33 contains 15073 members 
Mstep: Class 34 contains 1296 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7309 members 
Mstep: Class 37 contains 9785 members 
Mstep: Class 38 contains 20301 members 
Mstep: Class 39 contains 1957 members 
Mstep: Class 40 contains 1192 members 
Mstep: Class 41 contains 28928 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5013 members 
Mstep: Class 45 contains 13652 members 
Mstep: Class 46 contains 13651 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 1078 members 
Mstep: Class 49 contains 6012 members 
Mstep: Class 50 contains 19230 members 
Mstep: Class 51 contains 985 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2257 members 
Mstep: Class 55 contains 13087 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14020 members 
Mstep: Class 59 contains 1674 members 
Mstep: Class 60 contains 858 members 
Mstep: Class 61 contains 6711 members 
Mstep: Class 62 contains 19225 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4464 members 
Mstep: Class 65 contains 15129 members 
Mstep: Class 66 contains 1551 members 
Mstep: Class 67 contains 2280 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8653 members 
Mstep: Class 70 contains 773 members 
Mstep: Class 71 contains 950 members 
Mstep: Class 72 contains 20219 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19799 members 
Mstep: Class 75 contains 1151 members 
Mstep: Class 76 contains 16467 members 
Mstep: Class 77 contains 12189 members 
Mstep: Class 78 contains 3800 members 
Mstep: Class 79 contains 992 members 
Mstep: Class 80 contains 1133 members 
Mstep: Class 81 contains 4252 members 
Mstep: Class 82 contains 1631 members 
Mstep: Class 83 contains 12432 members 
Mstep: Class 84 contains 3710 members 
Mstep: Class 85 contains 18913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933392.000000 Penalty: 183801.937500
Iteration 148Q: 86 clusters Score -8.593339e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 14392 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10607 members 
Mstep: Class 5 contains 14379 members 
Mstep: Class 6 contains 6669 members 
Mstep: Class 7 contains 772 members 
Mstep: Class 8 contains 31438 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 8464 members 
Mstep: Class 13 contains 4136 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 3082 members 
Mstep: Class 17 contains 26181 members 
Mstep: Class 18 contains 1397 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14262 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10983 members 
Mstep: Class 26 contains 1246 members 
Mstep: Class 27 contains 2081 members 
Mstep: Class 28 contains 9548 members 
Mstep: Class 29 contains 15275 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 3040 members 
Mstep: Class 32 contains 2782 members 
Mstep: Class 33 contains 15030 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7292 members 
Mstep: Class 37 contains 9786 members 
Mstep: Class 38 contains 20336 members 
Mstep: Class 39 contains 1959 members 
Mstep: Class 40 contains 1192 members 
Mstep: Class 41 contains 28926 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5011 members 
Mstep: Class 45 contains 13696 members 
Mstep: Class 46 contains 13674 members 
Mstep: Class 47 contains 3708 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 6014 members 
Mstep: Class 50 contains 19292 members 
Mstep: Class 51 contains 984 members 
Mstep: Class 52 contains 2480 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2256 members 
Mstep: Class 55 contains 13102 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14021 members 
Mstep: Class 59 contains 1675 members 
Mstep: Class 60 contains 859 members 
Mstep: Class 61 contains 6710 members 
Mstep: Class 62 contains 19214 members 
Mstep: Class 63 contains 1724 members 
Mstep: Class 64 contains 4462 members 
Mstep: Class 65 contains 15091 members 
Mstep: Class 66 contains 1552 members 
Mstep: Class 67 contains 2280 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8658 members 
Mstep: Class 70 contains 774 members 
Mstep: Class 71 contains 948 members 
Mstep: Class 72 contains 20258 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19794 members 
Mstep: Class 75 contains 1153 members 
Mstep: Class 76 contains 16446 members 
Mstep: Class 77 contains 12104 members 
Mstep: Class 78 contains 3798 members 
Mstep: Class 79 contains 992 members 
Mstep: Class 80 contains 1133 members 
Mstep: Class 81 contains 4239 members 
Mstep: Class 82 contains 1632 members 
Mstep: Class 83 contains 12408 members 
Mstep: Class 84 contains 3714 members 
Mstep: Class 85 contains 18924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933536.000000 Penalty: 183801.937500
Iteration 149Q: 86 clusters Score -8.593354e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 14392 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10605 members 
Mstep: Class 5 contains 14381 members 
Mstep: Class 6 contains 6671 members 
Mstep: Class 7 contains 772 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6116 members 
Mstep: Class 12 contains 8452 members 
Mstep: Class 13 contains 4134 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 3081 members 
Mstep: Class 17 contains 26205 members 
Mstep: Class 18 contains 1397 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14286 members 
Mstep: Class 21 contains 4443 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10982 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2080 members 
Mstep: Class 28 contains 9546 members 
Mstep: Class 29 contains 15256 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 3041 members 
Mstep: Class 32 contains 2785 members 
Mstep: Class 33 contains 14980 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7278 members 
Mstep: Class 37 contains 9784 members 
Mstep: Class 38 contains 20362 members 
Mstep: Class 39 contains 1964 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28927 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5016 members 
Mstep: Class 45 contains 13737 members 
Mstep: Class 46 contains 13707 members 
Mstep: Class 47 contains 3707 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 6018 members 
Mstep: Class 50 contains 19372 members 
Mstep: Class 51 contains 985 members 
Mstep: Class 52 contains 2480 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2255 members 
Mstep: Class 55 contains 13119 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14022 members 
Mstep: Class 59 contains 1674 members 
Mstep: Class 60 contains 859 members 
Mstep: Class 61 contains 6710 members 
Mstep: Class 62 contains 19196 members 
Mstep: Class 63 contains 1723 members 
Mstep: Class 64 contains 4457 members 
Mstep: Class 65 contains 15048 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2280 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8663 members 
Mstep: Class 70 contains 774 members 
Mstep: Class 71 contains 948 members 
Mstep: Class 72 contains 20302 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19790 members 
Mstep: Class 75 contains 1152 members 
Mstep: Class 76 contains 16451 members 
Mstep: Class 77 contains 12032 members 
Mstep: Class 78 contains 3794 members 
Mstep: Class 79 contains 992 members 
Mstep: Class 80 contains 1133 members 
Mstep: Class 81 contains 4229 members 
Mstep: Class 82 contains 1632 members 
Mstep: Class 83 contains 12362 members 
Mstep: Class 84 contains 3716 members 
Mstep: Class 85 contains 18930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933464.000000 Penalty: 183801.937500
Iteration 150Q: 86 clusters Score -8.593346e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 14392 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10603 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 6672 members 
Mstep: Class 7 contains 772 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6112 members 
Mstep: Class 12 contains 8449 members 
Mstep: Class 13 contains 4130 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 3078 members 
Mstep: Class 17 contains 26247 members 
Mstep: Class 18 contains 1398 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14294 members 
Mstep: Class 21 contains 4456 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10980 members 
Mstep: Class 26 contains 1247 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9543 members 
Mstep: Class 29 contains 15243 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 3041 members 
Mstep: Class 32 contains 2783 members 
Mstep: Class 33 contains 14953 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7244 members 
Mstep: Class 37 contains 9778 members 
Mstep: Class 38 contains 20383 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28928 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5016 members 
Mstep: Class 45 contains 13782 members 
Mstep: Class 46 contains 13733 members 
Mstep: Class 47 contains 3707 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 6022 members 
Mstep: Class 50 contains 19426 members 
Mstep: Class 51 contains 985 members 
Mstep: Class 52 contains 2480 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2254 members 
Mstep: Class 55 contains 13133 members 
Mstep: Class 56 contains 11833 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14022 members 
Mstep: Class 59 contains 1672 members 
Mstep: Class 60 contains 860 members 
Mstep: Class 61 contains 6710 members 
Mstep: Class 62 contains 19180 members 
Mstep: Class 63 contains 1722 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 15004 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2280 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8666 members 
Mstep: Class 70 contains 774 members 
Mstep: Class 71 contains 948 members 
Mstep: Class 72 contains 20324 members 
Mstep: Class 73 contains 3329 members 
Mstep: Class 74 contains 19785 members 
Mstep: Class 75 contains 1152 members 
Mstep: Class 76 contains 16455 members 
Mstep: Class 77 contains 11979 members 
Mstep: Class 78 contains 3789 members 
Mstep: Class 79 contains 992 members 
Mstep: Class 80 contains 1133 members 
Mstep: Class 81 contains 4219 members 
Mstep: Class 82 contains 1637 members 
Mstep: Class 83 contains 12332 members 
Mstep: Class 84 contains 3719 members 
Mstep: Class 85 contains 18940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933608.000000 Penalty: 183801.937500
Iteration 151Q: 86 clusters Score -8.593361e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 14392 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10602 members 
Mstep: Class 5 contains 14399 members 
Mstep: Class 6 contains 6672 members 
Mstep: Class 7 contains 772 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 8435 members 
Mstep: Class 13 contains 4130 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 3074 members 
Mstep: Class 17 contains 26278 members 
Mstep: Class 18 contains 1398 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14298 members 
Mstep: Class 21 contains 4468 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10980 members 
Mstep: Class 26 contains 1249 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9542 members 
Mstep: Class 29 contains 15230 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 3042 members 
Mstep: Class 32 contains 2783 members 
Mstep: Class 33 contains 14916 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7221 members 
Mstep: Class 37 contains 9771 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28927 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5019 members 
Mstep: Class 45 contains 13843 members 
Mstep: Class 46 contains 13756 members 
Mstep: Class 47 contains 3707 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 6028 members 
Mstep: Class 50 contains 19490 members 
Mstep: Class 51 contains 985 members 
Mstep: Class 52 contains 2480 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2254 members 
Mstep: Class 55 contains 13144 members 
Mstep: Class 56 contains 11832 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14021 members 
Mstep: Class 59 contains 1672 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6714 members 
Mstep: Class 62 contains 19158 members 
Mstep: Class 63 contains 1722 members 
Mstep: Class 64 contains 4449 members 
Mstep: Class 65 contains 14959 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2280 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8672 members 
Mstep: Class 70 contains 774 members 
Mstep: Class 71 contains 948 members 
Mstep: Class 72 contains 20339 members 
Mstep: Class 73 contains 3329 members 
Mstep: Class 74 contains 19779 members 
Mstep: Class 75 contains 1153 members 
Mstep: Class 76 contains 16454 members 
Mstep: Class 77 contains 11941 members 
Mstep: Class 78 contains 3789 members 
Mstep: Class 79 contains 992 members 
Mstep: Class 80 contains 1133 members 
Mstep: Class 81 contains 4207 members 
Mstep: Class 82 contains 1641 members 
Mstep: Class 83 contains 12308 members 
Mstep: Class 84 contains 3720 members 
Mstep: Class 85 contains 18960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933512.000000 Penalty: 183801.937500
Iteration 152Q: 86 clusters Score -8.593351e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 14390 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10601 members 
Mstep: Class 5 contains 14403 members 
Mstep: Class 6 contains 6671 members 
Mstep: Class 7 contains 772 members 
Mstep: Class 8 contains 31434 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 8415 members 
Mstep: Class 13 contains 4128 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 3068 members 
Mstep: Class 17 contains 26334 members 
Mstep: Class 18 contains 1398 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14301 members 
Mstep: Class 21 contains 4479 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10978 members 
Mstep: Class 26 contains 1249 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 9540 members 
Mstep: Class 29 contains 15214 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3044 members 
Mstep: Class 32 contains 2784 members 
Mstep: Class 33 contains 14877 members 
Mstep: Class 34 contains 1299 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7203 members 
Mstep: Class 37 contains 9767 members 
Mstep: Class 38 contains 20408 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28929 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5019 members 
Mstep: Class 45 contains 13890 members 
Mstep: Class 46 contains 13779 members 
Mstep: Class 47 contains 3706 members 
Mstep: Class 48 contains 1084 members 
Mstep: Class 49 contains 6033 members 
Mstep: Class 50 contains 19552 members 
Mstep: Class 51 contains 985 members 
Mstep: Class 52 contains 2480 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2253 members 
Mstep: Class 55 contains 13156 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14021 members 
Mstep: Class 59 contains 1670 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6715 members 
Mstep: Class 62 contains 19138 members 
Mstep: Class 63 contains 1722 members 
Mstep: Class 64 contains 4448 members 
Mstep: Class 65 contains 14911 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2280 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8675 members 
Mstep: Class 70 contains 774 members 
Mstep: Class 71 contains 948 members 
Mstep: Class 72 contains 20341 members 
Mstep: Class 73 contains 3329 members 
Mstep: Class 74 contains 19776 members 
Mstep: Class 75 contains 1154 members 
Mstep: Class 76 contains 16453 members 
Mstep: Class 77 contains 11915 members 
Mstep: Class 78 contains 3787 members 
Mstep: Class 79 contains 992 members 
Mstep: Class 80 contains 1133 members 
Mstep: Class 81 contains 4202 members 
Mstep: Class 82 contains 1641 members 
Mstep: Class 83 contains 12289 members 
Mstep: Class 84 contains 3722 members 
Mstep: Class 85 contains 18976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933600.000000 Penalty: 183801.937500
Iteration 153Q: 86 clusters Score -8.59336e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10600 members 
Mstep: Class 5 contains 14404 members 
Mstep: Class 6 contains 6672 members 
Mstep: Class 7 contains 773 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6094 members 
Mstep: Class 12 contains 8405 members 
Mstep: Class 13 contains 4128 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 3063 members 
Mstep: Class 17 contains 26391 members 
Mstep: Class 18 contains 1398 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14301 members 
Mstep: Class 21 contains 4488 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10977 members 
Mstep: Class 26 contains 1249 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9537 members 
Mstep: Class 29 contains 15206 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3044 members 
Mstep: Class 32 contains 2786 members 
Mstep: Class 33 contains 14843 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7192 members 
Mstep: Class 37 contains 9766 members 
Mstep: Class 38 contains 20417 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28928 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5015 members 
Mstep: Class 45 contains 13938 members 
Mstep: Class 46 contains 13795 members 
Mstep: Class 47 contains 3707 members 
Mstep: Class 48 contains 1084 members 
Mstep: Class 49 contains 6035 members 
Mstep: Class 50 contains 19608 members 
Mstep: Class 51 contains 986 members 
Mstep: Class 52 contains 2480 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2254 members 
Mstep: Class 55 contains 13167 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14022 members 
Mstep: Class 59 contains 1667 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6714 members 
Mstep: Class 62 contains 19122 members 
Mstep: Class 63 contains 1722 members 
Mstep: Class 64 contains 4451 members 
Mstep: Class 65 contains 14850 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2280 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8676 members 
Mstep: Class 70 contains 775 members 
Mstep: Class 71 contains 948 members 
Mstep: Class 72 contains 20338 members 
Mstep: Class 73 contains 3329 members 
Mstep: Class 74 contains 19771 members 
Mstep: Class 75 contains 1156 members 
Mstep: Class 76 contains 16446 members 
Mstep: Class 77 contains 11897 members 
Mstep: Class 78 contains 3789 members 
Mstep: Class 79 contains 992 members 
Mstep: Class 80 contains 1133 members 
Mstep: Class 81 contains 4195 members 
Mstep: Class 82 contains 1641 members 
Mstep: Class 83 contains 12278 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 18996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933600.000000 Penalty: 183801.937500
Iteration 154Q: 86 clusters Score -8.59336e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10597 members 
Mstep: Class 5 contains 14402 members 
Mstep: Class 6 contains 6673 members 
Mstep: Class 7 contains 773 members 
Mstep: Class 8 contains 31438 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 4128 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 3056 members 
Mstep: Class 17 contains 26439 members 
Mstep: Class 18 contains 1398 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14302 members 
Mstep: Class 21 contains 4494 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10973 members 
Mstep: Class 26 contains 1250 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9532 members 
Mstep: Class 29 contains 15190 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3042 members 
Mstep: Class 32 contains 2786 members 
Mstep: Class 33 contains 14803 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7184 members 
Mstep: Class 37 contains 9763 members 
Mstep: Class 38 contains 20422 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28929 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5013 members 
Mstep: Class 45 contains 13967 members 
Mstep: Class 46 contains 13807 members 
Mstep: Class 47 contains 3707 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6041 members 
Mstep: Class 50 contains 19672 members 
Mstep: Class 51 contains 986 members 
Mstep: Class 52 contains 2480 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2254 members 
Mstep: Class 55 contains 13172 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14022 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6713 members 
Mstep: Class 62 contains 19105 members 
Mstep: Class 63 contains 1722 members 
Mstep: Class 64 contains 4449 members 
Mstep: Class 65 contains 14803 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2280 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8677 members 
Mstep: Class 70 contains 777 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20354 members 
Mstep: Class 73 contains 3329 members 
Mstep: Class 74 contains 19774 members 
Mstep: Class 75 contains 1158 members 
Mstep: Class 76 contains 16445 members 
Mstep: Class 77 contains 11888 members 
Mstep: Class 78 contains 3790 members 
Mstep: Class 79 contains 992 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4190 members 
Mstep: Class 82 contains 1641 members 
Mstep: Class 83 contains 12259 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933632.000000 Penalty: 183801.937500
Iteration 155Q: 86 clusters Score -8.593363e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10595 members 
Mstep: Class 5 contains 14399 members 
Mstep: Class 6 contains 6673 members 
Mstep: Class 7 contains 773 members 
Mstep: Class 8 contains 31438 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6094 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 4128 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 3054 members 
Mstep: Class 17 contains 26485 members 
Mstep: Class 18 contains 1398 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14300 members 
Mstep: Class 21 contains 4501 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10971 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9530 members 
Mstep: Class 29 contains 15180 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3042 members 
Mstep: Class 32 contains 2788 members 
Mstep: Class 33 contains 14774 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7167 members 
Mstep: Class 37 contains 9757 members 
Mstep: Class 38 contains 20425 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28930 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5013 members 
Mstep: Class 45 contains 13990 members 
Mstep: Class 46 contains 13820 members 
Mstep: Class 47 contains 3707 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6042 members 
Mstep: Class 50 contains 19723 members 
Mstep: Class 51 contains 986 members 
Mstep: Class 52 contains 2480 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2254 members 
Mstep: Class 55 contains 13176 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14022 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6713 members 
Mstep: Class 62 contains 19077 members 
Mstep: Class 63 contains 1723 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14762 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2281 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8689 members 
Mstep: Class 70 contains 778 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20365 members 
Mstep: Class 73 contains 3329 members 
Mstep: Class 74 contains 19771 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16445 members 
Mstep: Class 77 contains 11886 members 
Mstep: Class 78 contains 3792 members 
Mstep: Class 79 contains 992 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4184 members 
Mstep: Class 82 contains 1642 members 
Mstep: Class 83 contains 12243 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933624.000000 Penalty: 183801.937500
Iteration 156Q: 86 clusters Score -8.593362e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10592 members 
Mstep: Class 5 contains 14398 members 
Mstep: Class 6 contains 6673 members 
Mstep: Class 7 contains 773 members 
Mstep: Class 8 contains 31439 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 8396 members 
Mstep: Class 13 contains 4128 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 3052 members 
Mstep: Class 17 contains 26509 members 
Mstep: Class 18 contains 1398 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14302 members 
Mstep: Class 21 contains 4514 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3848 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10971 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9530 members 
Mstep: Class 29 contains 15176 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3042 members 
Mstep: Class 32 contains 2790 members 
Mstep: Class 33 contains 14751 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7148 members 
Mstep: Class 37 contains 9753 members 
Mstep: Class 38 contains 20427 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28930 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5013 members 
Mstep: Class 45 contains 14019 members 
Mstep: Class 46 contains 13831 members 
Mstep: Class 47 contains 3705 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6044 members 
Mstep: Class 50 contains 19756 members 
Mstep: Class 51 contains 986 members 
Mstep: Class 52 contains 2480 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2253 members 
Mstep: Class 55 contains 13178 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14021 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6712 members 
Mstep: Class 62 contains 19065 members 
Mstep: Class 63 contains 1723 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14741 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8693 members 
Mstep: Class 70 contains 779 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20387 members 
Mstep: Class 73 contains 3329 members 
Mstep: Class 74 contains 19764 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16436 members 
Mstep: Class 77 contains 11882 members 
Mstep: Class 78 contains 3791 members 
Mstep: Class 79 contains 992 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4180 members 
Mstep: Class 82 contains 1642 members 
Mstep: Class 83 contains 12227 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933528.000000 Penalty: 183801.937500
Iteration 157Q: 86 clusters Score -8.593353e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10587 members 
Mstep: Class 5 contains 14399 members 
Mstep: Class 6 contains 6673 members 
Mstep: Class 7 contains 773 members 
Mstep: Class 8 contains 31441 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6088 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 4127 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 3050 members 
Mstep: Class 17 contains 26555 members 
Mstep: Class 18 contains 1398 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14302 members 
Mstep: Class 21 contains 4519 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3848 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10973 members 
Mstep: Class 26 contains 1252 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9531 members 
Mstep: Class 29 contains 15171 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3042 members 
Mstep: Class 32 contains 2791 members 
Mstep: Class 33 contains 14739 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7137 members 
Mstep: Class 37 contains 9750 members 
Mstep: Class 38 contains 20414 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28929 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5012 members 
Mstep: Class 45 contains 14049 members 
Mstep: Class 46 contains 13841 members 
Mstep: Class 47 contains 3703 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6047 members 
Mstep: Class 50 contains 19787 members 
Mstep: Class 51 contains 986 members 
Mstep: Class 52 contains 2480 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2253 members 
Mstep: Class 55 contains 13182 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14019 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6712 members 
Mstep: Class 62 contains 19061 members 
Mstep: Class 63 contains 1723 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14720 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8698 members 
Mstep: Class 70 contains 779 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20377 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19769 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16428 members 
Mstep: Class 77 contains 11891 members 
Mstep: Class 78 contains 3790 members 
Mstep: Class 79 contains 993 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4176 members 
Mstep: Class 82 contains 1642 members 
Mstep: Class 83 contains 12198 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933488.000000 Penalty: 183801.937500
Iteration 158Q: 86 clusters Score -8.593349e+07 nChanged 400
Entering ConstructFrom: 
Score: -85933488.000000 Penalty: 183801.937500
Entering ConstructFrom: 
Trying to split cluster 1 (9301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Entering Unmasked Estep 
Score: -1379636.625000 Penalty: 1484.905029
	Iteration 0F: 2 clusters Score -1379637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1372992.125000 Penalty: 2969.810059
	Iteration 0F: 3 clusters Score -1372992 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1375151.750000 Penalty: 2969.810059
	Iteration 1F: 3 clusters Score -1375152 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1375408.625000 Penalty: 2969.810059
	Iteration 2F: 3 clusters Score -1375409 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1375621.625000 Penalty: 2969.810059
	Iteration 3F: 3 clusters Score -1375622 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1375807.500000 Penalty: 2969.810059
	Iteration 4Q: 3 clusters Score -1375808 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1375980.750000 Penalty: 2969.810059
	Iteration 5Q: 3 clusters Score -1375981 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1376139.750000 Penalty: 2969.810059
	Iteration 6Q: 3 clusters Score -1376140 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1376297.125000 Penalty: 2969.810059
	Iteration 7Q: 3 clusters Score -1376297 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1376462.000000 Penalty: 2969.810059
	Iteration 8Q: 3 clusters Score -1376462 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1376624.250000 Penalty: 2969.810059
	Iteration 9Q: 3 clusters Score -1376624 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1376772.125000 Penalty: 2969.810059
	Iteration 10Q: 3 clusters Score -1376772 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1376916.125000 Penalty: 2969.810059
	Iteration 11Q: 3 clusters Score -1376916 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1377059.875000 Penalty: 2969.810059
	Iteration 12Q: 3 clusters Score -1377060 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1377190.250000 Penalty: 2969.810059
	Iteration 13Q: 3 clusters Score -1377190 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1377306.875000 Penalty: 2969.810059
	Iteration 14Q: 3 clusters Score -1377307 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1377428.250000 Penalty: 2969.810059
	Iteration 15Q: 3 clusters Score -1377428 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1377553.000000 Penalty: 2969.810059
	Iteration 16Q: 3 clusters Score -1377553 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1377688.375000 Penalty: 2969.810059
	Iteration 17Q: 3 clusters Score -1377688 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1377817.500000 Penalty: 2969.810059
	Iteration 18Q: 3 clusters Score -1377818 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1377924.500000 Penalty: 2969.810059
	Iteration 19Q: 3 clusters Score -1377924 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1377986.750000 Penalty: 2969.810059
	Iteration 20F: 3 clusters Score -1377987 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1378038.750000 Penalty: 2969.810059
	Iteration 21Q: 3 clusters Score -1378039 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1378082.500000 Penalty: 2969.810059
	Iteration 22Q: 3 clusters Score -1378082 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1378114.625000 Penalty: 2969.810059
	Iteration 23Q: 3 clusters Score -1378115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1378138.875000 Penalty: 2969.810059
	Iteration 24Q: 3 clusters Score -1378139 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1378162.875000 Penalty: 2969.810059
	Iteration 25Q: 3 clusters Score -1378163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1378182.250000 Penalty: 2969.810059
	Iteration 26Q: 3 clusters Score -1378182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1378200.500000 Penalty: 2969.810059
	Iteration 27Q: 3 clusters Score -1378200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1378223.250000 Penalty: 2969.810059
	Iteration 28Q: 3 clusters Score -1378223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1378236.750000 Penalty: 2969.810059
	Iteration 29Q: 3 clusters Score -1378237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1378247.125000 Penalty: 2969.810059
	Iteration 30Q: 3 clusters Score -1378247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1378258.125000 Penalty: 2969.810059
	Iteration 31Q: 3 clusters Score -1378258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1378261.375000 Penalty: 2969.810059
	Iteration 32Q: 3 clusters Score -1378261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1378264.875000 Penalty: 2969.810059
	Iteration 33Q: 3 clusters Score -1378265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1378271.375000 Penalty: 2969.810059
	Iteration 34Q: 3 clusters Score -1378271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1378275.250000 Penalty: 2969.810059
	Iteration 35Q: 3 clusters Score -1378275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1378278.500000 Penalty: 2969.810059
	Iteration 36Q: 3 clusters Score -1378278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1378281.250000 Penalty: 2969.810059
	Iteration 37Q: 3 clusters Score -1378281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1378281.375000 Penalty: 2969.810059
	Iteration 38Q: 3 clusters Score -1378281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1378285.500000 Penalty: 2969.810059
	Iteration 39Q: 3 clusters Score -1378286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1378285.875000 Penalty: 2969.810059
	Iteration 40F: 3 clusters Score -1378286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1378286.875000 Penalty: 2969.810059
	Iteration 41Q: 3 clusters Score -1378287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1378288.625000 Penalty: 2969.810059
	Iteration 42Q: 3 clusters Score -1378289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1378288.625000 Penalty: 2969.810059
	Iteration 43F: 3 clusters Score -1378289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Entering Unmasked Estep 
Score: -1622441.250000 Penalty: 1555.810669
	Iteration 0F: 2 clusters Score -1622441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1612533.000000 Penalty: 3111.621338
	Iteration 0F: 3 clusters Score -1612533 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1616080.125000 Penalty: 3111.621338
	Iteration 1F: 3 clusters Score -1616080 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1616571.125000 Penalty: 3111.621338
	Iteration 2F: 3 clusters Score -1616571 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1617132.375000 Penalty: 3111.621338
	Iteration 3F: 3 clusters Score -1617132 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1617700.125000 Penalty: 3111.621338
	Iteration 4F: 3 clusters Score -1617700 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1618320.000000 Penalty: 3111.621338
	Iteration 5F: 3 clusters Score -1618320 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1618893.500000 Penalty: 3111.621338
	Iteration 6F: 3 clusters Score -1618894 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1619483.750000 Penalty: 3111.621338
	Iteration 7F: 3 clusters Score -1619484 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1620005.875000 Penalty: 3111.621338
	Iteration 8Q: 3 clusters Score -1620006 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1620355.750000 Penalty: 3111.621338
	Iteration 9Q: 3 clusters Score -1620356 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1620567.500000 Penalty: 3111.621338
	Iteration 10Q: 3 clusters Score -1620568 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1620677.750000 Penalty: 3111.621338
	Iteration 11Q: 3 clusters Score -1620678 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1620743.875000 Penalty: 3111.621338
	Iteration 12Q: 3 clusters Score -1620744 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1620797.125000 Penalty: 3111.621338
	Iteration 13Q: 3 clusters Score -1620797 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1620833.125000 Penalty: 3111.621338
	Iteration 14Q: 3 clusters Score -1620833 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1620896.250000 Penalty: 3111.621338
	Iteration 15Q: 3 clusters Score -1620896 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1620952.250000 Penalty: 3111.621338
	Iteration 16Q: 3 clusters Score -1620952 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1621004.750000 Penalty: 3111.621338
	Iteration 17Q: 3 clusters Score -1621005 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1621050.125000 Penalty: 3111.621338
	Iteration 18Q: 3 clusters Score -1621050 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1621078.875000 Penalty: 3111.621338
	Iteration 19Q: 3 clusters Score -1621079 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1621115.875000 Penalty: 3111.621338
	Iteration 20F: 3 clusters Score -1621116 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1621158.250000 Penalty: 3111.621338
	Iteration 21Q: 3 clusters Score -1621158 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1621230.875000 Penalty: 3111.621338
	Iteration 22Q: 3 clusters Score -1621231 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1621314.500000 Penalty: 3111.621338
	Iteration 23Q: 3 clusters Score -1621314 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1621406.125000 Penalty: 3111.621338
	Iteration 24Q: 3 clusters Score -1621406 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1621526.875000 Penalty: 3111.621338
	Iteration 25Q: 3 clusters Score -1621527 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1621653.250000 Penalty: 3111.621338
	Iteration 26Q: 3 clusters Score -1621653 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1621733.250000 Penalty: 3111.621338
	Iteration 27Q: 3 clusters Score -1621733 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1621824.625000 Penalty: 3111.621338
	Iteration 28Q: 3 clusters Score -1621825 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1621905.625000 Penalty: 3111.621338
	Iteration 29Q: 3 clusters Score -1621906 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1621974.625000 Penalty: 3111.621338
	Iteration 30Q: 3 clusters Score -1621975 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1622055.500000 Penalty: 3111.621338
	Iteration 31Q: 3 clusters Score -1622056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1622109.125000 Penalty: 3111.621338
	Iteration 32Q: 3 clusters Score -1622109 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1622130.500000 Penalty: 3111.621338
	Iteration 33Q: 3 clusters Score -1622130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1622144.375000 Penalty: 3111.621338
	Iteration 34Q: 3 clusters Score -1622144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1622145.625000 Penalty: 3111.621338
	Iteration 35Q: 3 clusters Score -1622146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1622153.500000 Penalty: 3111.621338
	Iteration 36Q: 3 clusters Score -1622154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1622155.625000 Penalty: 3111.621338
	Iteration 37Q: 3 clusters Score -1622156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1622153.500000 Penalty: 3111.621338
	Iteration 38Q: 3 clusters Score -1622154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1622155.750000 Penalty: 3111.621338
	Iteration 39Q: 3 clusters Score -1622156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1622154.000000 Penalty: 3111.621338
	Iteration 40F: 3 clusters Score -1622154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1622155.250000 Penalty: 3111.621338
	Iteration 41Q: 3 clusters Score -1622155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1622156.250000 Penalty: 3111.621338
	Iteration 42Q: 3 clusters Score -1622156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1622156.875000 Penalty: 3111.621338
	Iteration 43Q: 3 clusters Score -1622157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1622156.875000 Penalty: 3111.621338
	Iteration 44F: 3 clusters Score -1622157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -17153.660156 Penalty: 850.921814
	Iteration 0F: 2 clusters Score -17153.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16546.667969 Penalty: 1701.843628
	Iteration 0F: 3 clusters Score -16546.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16664.722656 Penalty: 1701.843628
	Iteration 1F: 3 clusters Score -16664.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16791.140625 Penalty: 1701.843628
	Iteration 2F: 3 clusters Score -16791.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16810.302734 Penalty: 1701.843628
	Iteration 3Q: 3 clusters Score -16810.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16811.892578 Penalty: 1701.843628
	Iteration 4Q: 3 clusters Score -16811.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16811.892578 Penalty: 1701.843628
	Iteration 5F: 3 clusters Score -16811.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Entering Unmasked Estep 
Score: -1576001.000000 Penalty: 1505.888184
	Iteration 0F: 2 clusters Score -1576001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1568454.125000 Penalty: 3011.776367
	Iteration 0F: 3 clusters Score -1568454 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1570977.375000 Penalty: 3011.776367
	Iteration 1F: 3 clusters Score -1570977 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1571280.875000 Penalty: 3011.776367
	Iteration 2F: 3 clusters Score -1571281 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1571552.875000 Penalty: 3011.776367
	Iteration 3F: 3 clusters Score -1571553 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1571806.625000 Penalty: 3011.776367
	Iteration 4F: 3 clusters Score -1571807 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1572072.000000 Penalty: 3011.776367
	Iteration 5Q: 3 clusters Score -1572072 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1572341.750000 Penalty: 3011.776367
	Iteration 6Q: 3 clusters Score -1572342 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1572630.250000 Penalty: 3011.776367
	Iteration 7Q: 3 clusters Score -1572630 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1573004.875000 Penalty: 3011.776367
	Iteration 8Q: 3 clusters Score -1573005 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1573564.250000 Penalty: 3011.776367
	Iteration 9F: 3 clusters Score -1573564 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1574085.750000 Penalty: 3011.776367
	Iteration 10F: 3 clusters Score -1574086 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1574475.500000 Penalty: 3011.776367
	Iteration 11Q: 3 clusters Score -1574476 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1574757.375000 Penalty: 3011.776367
	Iteration 12Q: 3 clusters Score -1574757 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1574925.500000 Penalty: 3011.776367
	Iteration 13Q: 3 clusters Score -1574926 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1575053.875000 Penalty: 3011.776367
	Iteration 14Q: 3 clusters Score -1575054 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1575159.750000 Penalty: 3011.776367
	Iteration 15Q: 3 clusters Score -1575160 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1575246.250000 Penalty: 3011.776367
	Iteration 16Q: 3 clusters Score -1575246 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1575299.750000 Penalty: 3011.776367
	Iteration 17Q: 3 clusters Score -1575300 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1575322.000000 Penalty: 3011.776367
	Iteration 18Q: 3 clusters Score -1575322 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1575338.250000 Penalty: 3011.776367
	Iteration 19Q: 3 clusters Score -1575338 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1575348.750000 Penalty: 3011.776367
	Iteration 20F: 3 clusters Score -1575349 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1575359.625000 Penalty: 3011.776367
	Iteration 21Q: 3 clusters Score -1575360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1575368.000000 Penalty: 3011.776367
	Iteration 22Q: 3 clusters Score -1575368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1575373.125000 Penalty: 3011.776367
	Iteration 23Q: 3 clusters Score -1575373 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1575386.750000 Penalty: 3011.776367
	Iteration 24Q: 3 clusters Score -1575387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1575388.375000 Penalty: 3011.776367
	Iteration 25Q: 3 clusters Score -1575388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1575393.375000 Penalty: 3011.776367
	Iteration 26Q: 3 clusters Score -1575393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1575389.125000 Penalty: 3011.776367
	Iteration 27Q: 3 clusters Score -1575389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1575394.500000 Penalty: 3011.776367
	Iteration 28Q: 3 clusters Score -1575394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1575393.125000 Penalty: 3011.776367
	Iteration 29Q: 3 clusters Score -1575393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1575392.875000 Penalty: 3011.776367
	Iteration 30Q: 3 clusters Score -1575393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1575394.000000 Penalty: 3011.776367
	Iteration 31Q: 3 clusters Score -1575394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1575394.875000 Penalty: 3011.776367
	Iteration 32Q: 3 clusters Score -1575395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1575394.875000 Penalty: 3011.776367
	Iteration 33F: 3 clusters Score -1575395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Entering Unmasked Estep 
Score: -2189925.250000 Penalty: 1555.968628
	Iteration 0F: 2 clusters Score -2189925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2180193.750000 Penalty: 3111.937256
	Iteration 0F: 3 clusters Score -2180194 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2183645.500000 Penalty: 3111.937256
	Iteration 1F: 3 clusters Score -2183646 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2184141.000000 Penalty: 3111.937256
	Iteration 2F: 3 clusters Score -2184141 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2184556.500000 Penalty: 3111.937256
	Iteration 3F: 3 clusters Score -2184556 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2184968.500000 Penalty: 3111.937256
	Iteration 4F: 3 clusters Score -2184968 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2185393.750000 Penalty: 3111.937256
	Iteration 5F: 3 clusters Score -2185394 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2185775.750000 Penalty: 3111.937256
	Iteration 6F: 3 clusters Score -2185776 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2186129.750000 Penalty: 3111.937256
	Iteration 7Q: 3 clusters Score -2186130 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2186455.000000 Penalty: 3111.937256
	Iteration 8Q: 3 clusters Score -2186455 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2186701.500000 Penalty: 3111.937256
	Iteration 9Q: 3 clusters Score -2186702 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2186902.250000 Penalty: 3111.937256
	Iteration 10Q: 3 clusters Score -2186902 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2187079.250000 Penalty: 3111.937256
	Iteration 11Q: 3 clusters Score -2187079 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2187243.750000 Penalty: 3111.937256
	Iteration 12Q: 3 clusters Score -2187244 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2187402.000000 Penalty: 3111.937256
	Iteration 13Q: 3 clusters Score -2187402 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2187510.750000 Penalty: 3111.937256
	Iteration 14Q: 3 clusters Score -2187511 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2187598.750000 Penalty: 3111.937256
	Iteration 15Q: 3 clusters Score -2187599 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2187651.750000 Penalty: 3111.937256
	Iteration 16Q: 3 clusters Score -2187652 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2187690.000000 Penalty: 3111.937256
	Iteration 17Q: 3 clusters Score -2187690 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2187720.500000 Penalty: 3111.937256
	Iteration 18Q: 3 clusters Score -2187720 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2187762.500000 Penalty: 3111.937256
	Iteration 19Q: 3 clusters Score -2187762 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2187787.500000 Penalty: 3111.937256
	Iteration 20F: 3 clusters Score -2187788 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2187823.750000 Penalty: 3111.937256
	Iteration 21Q: 3 clusters Score -2187824 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2187855.750000 Penalty: 3111.937256
	Iteration 22Q: 3 clusters Score -2187856 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2187884.500000 Penalty: 3111.937256
	Iteration 23Q: 3 clusters Score -2187884 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2187924.750000 Penalty: 3111.937256
	Iteration 24Q: 3 clusters Score -2187925 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2187958.000000 Penalty: 3111.937256
	Iteration 25Q: 3 clusters Score -2187958 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2187997.500000 Penalty: 3111.937256
	Iteration 26Q: 3 clusters Score -2187998 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2188025.750000 Penalty: 3111.937256
	Iteration 27Q: 3 clusters Score -2188026 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2188058.500000 Penalty: 3111.937256
	Iteration 28Q: 3 clusters Score -2188058 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2188095.000000 Penalty: 3111.937256
	Iteration 29Q: 3 clusters Score -2188095 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2188124.750000 Penalty: 3111.937256
	Iteration 30Q: 3 clusters Score -2188125 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2188150.000000 Penalty: 3111.937256
	Iteration 31Q: 3 clusters Score -2188150 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2188178.500000 Penalty: 3111.937256
	Iteration 32Q: 3 clusters Score -2188178 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2188196.000000 Penalty: 3111.937256
	Iteration 33Q: 3 clusters Score -2188196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2188204.750000 Penalty: 3111.937256
	Iteration 34Q: 3 clusters Score -2188205 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2188220.000000 Penalty: 3111.937256
	Iteration 35Q: 3 clusters Score -2188220 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2188242.250000 Penalty: 3111.937256
	Iteration 36Q: 3 clusters Score -2188242 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2188254.250000 Penalty: 3111.937256
	Iteration 37Q: 3 clusters Score -2188254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2188277.250000 Penalty: 3111.937256
	Iteration 38Q: 3 clusters Score -2188277 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2188292.250000 Penalty: 3111.937256
	Iteration 39Q: 3 clusters Score -2188292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2188306.250000 Penalty: 3111.937256
	Iteration 40F: 3 clusters Score -2188306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2188329.750000 Penalty: 3111.937256
	Iteration 41Q: 3 clusters Score -2188330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2188336.500000 Penalty: 3111.937256
	Iteration 42Q: 3 clusters Score -2188336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2188350.750000 Penalty: 3111.937256
	Iteration 43Q: 3 clusters Score -2188351 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2188374.500000 Penalty: 3111.937256
	Iteration 44Q: 3 clusters Score -2188374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2188392.500000 Penalty: 3111.937256
	Iteration 45Q: 3 clusters Score -2188392 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2188403.000000 Penalty: 3111.937256
	Iteration 46Q: 3 clusters Score -2188403 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2188421.250000 Penalty: 3111.937256
	Iteration 47Q: 3 clusters Score -2188421 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2188439.000000 Penalty: 3111.937256
	Iteration 48Q: 3 clusters Score -2188439 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2188448.750000 Penalty: 3111.937256
	Iteration 49Q: 3 clusters Score -2188449 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2188457.750000 Penalty: 3111.937256
	Iteration 50Q: 3 clusters Score -2188458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2188460.000000 Penalty: 3111.937256
	Iteration 51Q: 3 clusters Score -2188460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2188471.000000 Penalty: 3111.937256
	Iteration 52Q: 3 clusters Score -2188471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2188483.500000 Penalty: 3111.937256
	Iteration 53Q: 3 clusters Score -2188484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2188486.250000 Penalty: 3111.937256
	Iteration 54Q: 3 clusters Score -2188486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2188492.250000 Penalty: 3111.937256
	Iteration 55Q: 3 clusters Score -2188492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2188494.250000 Penalty: 3111.937256
	Iteration 56Q: 3 clusters Score -2188494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2188498.250000 Penalty: 3111.937256
	Iteration 57Q: 3 clusters Score -2188498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2188506.500000 Penalty: 3111.937256
	Iteration 58Q: 3 clusters Score -2188506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2188504.000000 Penalty: 3111.937256
	Iteration 59Q: 3 clusters Score -2188504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2188506.750000 Penalty: 3111.937256
	Iteration 60F: 3 clusters Score -2188507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2188513.250000 Penalty: 3111.937256
	Iteration 61Q: 3 clusters Score -2188513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2188512.500000 Penalty: 3111.937256
	Iteration 62Q: 3 clusters Score -2188512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2188514.750000 Penalty: 3111.937256
	Iteration 63Q: 3 clusters Score -2188515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2188517.250000 Penalty: 3111.937256
	Iteration 64Q: 3 clusters Score -2188517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2188522.500000 Penalty: 3111.937256
	Iteration 65Q: 3 clusters Score -2188522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2188528.250000 Penalty: 3111.937256
	Iteration 66Q: 3 clusters Score -2188528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2188534.750000 Penalty: 3111.937256
	Iteration 67Q: 3 clusters Score -2188535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2188538.000000 Penalty: 3111.937256
	Iteration 68Q: 3 clusters Score -2188538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2188539.000000 Penalty: 3111.937256
	Iteration 69Q: 3 clusters Score -2188539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -2188543.250000 Penalty: 3111.937256
	Iteration 70Q: 3 clusters Score -2188543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2188548.000000 Penalty: 3111.937256
	Iteration 71Q: 3 clusters Score -2188548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2188551.500000 Penalty: 3111.937256
	Iteration 72Q: 3 clusters Score -2188552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2188558.750000 Penalty: 3111.937256
	Iteration 73Q: 3 clusters Score -2188559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2188562.750000 Penalty: 3111.937256
	Iteration 74Q: 3 clusters Score -2188563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2188568.250000 Penalty: 3111.937256
	Iteration 75Q: 3 clusters Score -2188568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2188569.750000 Penalty: 3111.937256
	Iteration 76Q: 3 clusters Score -2188570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2188578.750000 Penalty: 3111.937256
	Iteration 77Q: 3 clusters Score -2188579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2188581.000000 Penalty: 3111.937256
	Iteration 78Q: 3 clusters Score -2188581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2188584.000000 Penalty: 3111.937256
	Iteration 79Q: 3 clusters Score -2188584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2188584.000000 Penalty: 3111.937256
	Iteration 80F: 3 clusters Score -2188584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2188587.000000 Penalty: 3111.937256
	Iteration 81Q: 3 clusters Score -2188587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2188590.500000 Penalty: 3111.937256
	Iteration 82Q: 3 clusters Score -2188590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2188594.000000 Penalty: 3111.937256
	Iteration 83Q: 3 clusters Score -2188594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2188597.500000 Penalty: 3111.937256
	Iteration 84Q: 3 clusters Score -2188598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2188597.500000 Penalty: 3111.937256
	Iteration 85Q: 3 clusters Score -2188598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2188597.750000 Penalty: 3111.937256
	Iteration 86Q: 3 clusters Score -2188598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2188598.500000 Penalty: 3111.937256
	Iteration 87Q: 3 clusters Score -2188598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2188598.500000 Penalty: 3111.937256
	Iteration 88Q: 3 clusters Score -2188598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2188600.750000 Penalty: 3111.937256
	Iteration 89Q: 3 clusters Score -2188601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2188605.500000 Penalty: 3111.937256
	Iteration 90Q: 3 clusters Score -2188606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2188609.750000 Penalty: 3111.937256
	Iteration 91Q: 3 clusters Score -2188610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2188614.000000 Penalty: 3111.937256
	Iteration 92Q: 3 clusters Score -2188614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2188613.000000 Penalty: 3111.937256
	Iteration 93Q: 3 clusters Score -2188613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2188615.000000 Penalty: 3111.937256
	Iteration 94Q: 3 clusters Score -2188615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2188616.000000 Penalty: 3111.937256
	Iteration 95Q: 3 clusters Score -2188616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2188620.750000 Penalty: 3111.937256
	Iteration 96Q: 3 clusters Score -2188621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2188614.750000 Penalty: 3111.937256
	Iteration 97Q: 3 clusters Score -2188615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2188618.250000 Penalty: 3111.937256
	Iteration 98Q: 3 clusters Score -2188618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2188619.000000 Penalty: 3111.937256
	Iteration 99Q: 3 clusters Score -2188619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2188624.750000 Penalty: 3111.937256
	Iteration 100F: 3 clusters Score -2188625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2188629.500000 Penalty: 3111.937256
	Iteration 101Q: 3 clusters Score -2188630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2188629.500000 Penalty: 3111.937256
	Iteration 102F: 3 clusters Score -2188630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Entering Unmasked Estep 
Score: -936281.937500 Penalty: 1430.946655
	Iteration 0F: 2 clusters Score -936281.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -931238.187500 Penalty: 2861.893311
	Iteration 0F: 3 clusters Score -931238.2 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -932797.250000 Penalty: 2861.893311
	Iteration 1F: 3 clusters Score -932797.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -933135.625000 Penalty: 2861.893311
	Iteration 2F: 3 clusters Score -933135.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -933468.437500 Penalty: 2861.893311
	Iteration 3F: 3 clusters Score -933468.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -933761.062500 Penalty: 2861.893311
	Iteration 4F: 3 clusters Score -933761.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -934015.875000 Penalty: 2861.893311
	Iteration 5F: 3 clusters Score -934015.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -934231.250000 Penalty: 2861.893311
	Iteration 6Q: 3 clusters Score -934231.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -934418.500000 Penalty: 2861.893311
	Iteration 7Q: 3 clusters Score -934418.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -934584.125000 Penalty: 2861.893311
	Iteration 8Q: 3 clusters Score -934584.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -934708.750000 Penalty: 2861.893311
	Iteration 9Q: 3 clusters Score -934708.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -934824.125000 Penalty: 2861.893311
	Iteration 10Q: 3 clusters Score -934824.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -934924.937500 Penalty: 2861.893311
	Iteration 11Q: 3 clusters Score -934924.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -935023.062500 Penalty: 2861.893311
	Iteration 12Q: 3 clusters Score -935023.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -935108.062500 Penalty: 2861.893311
	Iteration 13Q: 3 clusters Score -935108.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -935169.437500 Penalty: 2861.893311
	Iteration 14Q: 3 clusters Score -935169.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -935211.187500 Penalty: 2861.893311
	Iteration 15Q: 3 clusters Score -935211.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -935237.500000 Penalty: 2861.893311
	Iteration 16Q: 3 clusters Score -935237.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -935255.187500 Penalty: 2861.893311
	Iteration 17Q: 3 clusters Score -935255.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -935267.125000 Penalty: 2861.893311
	Iteration 18Q: 3 clusters Score -935267.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -935275.812500 Penalty: 2861.893311
	Iteration 19Q: 3 clusters Score -935275.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -935278.437500 Penalty: 2861.893311
	Iteration 20F: 3 clusters Score -935278.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -935281.125000 Penalty: 2861.893311
	Iteration 21Q: 3 clusters Score -935281.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -935281.437500 Penalty: 2861.893311
	Iteration 22Q: 3 clusters Score -935281.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -935281.750000 Penalty: 2861.893311
	Iteration 23Q: 3 clusters Score -935281.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -935281.625000 Penalty: 2861.893311
	Iteration 24Q: 3 clusters Score -935281.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -935282.875000 Penalty: 2861.893311
	Iteration 25Q: 3 clusters Score -935282.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -935283.062500 Penalty: 2861.893311
	Iteration 26Q: 3 clusters Score -935283.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -935285.250000 Penalty: 2861.893311
	Iteration 27Q: 3 clusters Score -935285.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -935285.250000 Penalty: 2861.893311
	Iteration 28Q: 3 clusters Score -935285.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -935284.250000 Penalty: 2861.893311
	Iteration 29Q: 3 clusters Score -935284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -935285.750000 Penalty: 2861.893311
	Iteration 30Q: 3 clusters Score -935285.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -935288.437500 Penalty: 2861.893311
	Iteration 31Q: 3 clusters Score -935288.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -935288.437500 Penalty: 2861.893311
	Iteration 32F: 3 clusters Score -935288.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -106786.695312 Penalty: 1080.670288
	Iteration 0F: 2 clusters Score -106786.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -105565.484375 Penalty: 2161.340576
	Iteration 0F: 3 clusters Score -105565.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105887.976562 Penalty: 2161.340576
	Iteration 1F: 3 clusters Score -105888 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -106068.914062 Penalty: 2161.340576
	Iteration 2F: 3 clusters Score -106068.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -106182.140625 Penalty: 2161.340576
	Iteration 3F: 3 clusters Score -106182.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -106246.062500 Penalty: 2161.340576
	Iteration 4Q: 3 clusters Score -106246.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -106261.515625 Penalty: 2161.340576
	Iteration 5Q: 3 clusters Score -106261.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -106269.718750 Penalty: 2161.340576
	Iteration 6Q: 3 clusters Score -106269.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -106278.984375 Penalty: 2161.340576
	Iteration 7Q: 3 clusters Score -106279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -106284.476562 Penalty: 2161.340576
	Iteration 8Q: 3 clusters Score -106284.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -106294.515625 Penalty: 2161.340576
	Iteration 9Q: 3 clusters Score -106294.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -106297.609375 Penalty: 2161.340576
	Iteration 10Q: 3 clusters Score -106297.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -106299.015625 Penalty: 2161.340576
	Iteration 11Q: 3 clusters Score -106299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -106299.015625 Penalty: 2161.340576
	Iteration 12F: 3 clusters Score -106299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Entering Unmasked Estep 
Score: -4777535.500000 Penalty: 1682.838867
	Iteration 0F: 2 clusters Score -4777536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -4759088.000000 Penalty: 3365.677734
	Iteration 0F: 3 clusters Score -4759088 nChanged 14563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -4767149.000000 Penalty: 3365.677734
	Iteration 1F: 3 clusters Score -4767149 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -4767746.500000 Penalty: 3365.677734
	Iteration 2F: 3 clusters Score -4767746 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -4768329.500000 Penalty: 3365.677734
	Iteration 3F: 3 clusters Score -4768330 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -4769017.500000 Penalty: 3365.677734
	Iteration 4F: 3 clusters Score -4769018 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -4769771.000000 Penalty: 3365.677734
	Iteration 5F: 3 clusters Score -4769771 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -4770688.000000 Penalty: 3365.677734
	Iteration 6F: 3 clusters Score -4770688 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -4771680.000000 Penalty: 3365.677734
	Iteration 7F: 3 clusters Score -4771680 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -4772377.000000 Penalty: 3365.677734
	Iteration 8F: 3 clusters Score -4772377 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -4772857.500000 Penalty: 3365.677734
	Iteration 9Q: 3 clusters Score -4772858 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -4773164.500000 Penalty: 3365.677734
	Iteration 10Q: 3 clusters Score -4773164 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -4773250.500000 Penalty: 3365.677734
	Iteration 11Q: 3 clusters Score -4773250 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -4773355.000000 Penalty: 3365.677734
	Iteration 12Q: 3 clusters Score -4773355 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -4773365.500000 Penalty: 3365.677734
	Iteration 13Q: 3 clusters Score -4773366 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -4773425.000000 Penalty: 3365.677734
	Iteration 14Q: 3 clusters Score -4773425 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -4773478.000000 Penalty: 3365.677734
	Iteration 15Q: 3 clusters Score -4773478 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -4773555.000000 Penalty: 3365.677734
	Iteration 16Q: 3 clusters Score -4773555 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -4773593.500000 Penalty: 3365.677734
	Iteration 17Q: 3 clusters Score -4773594 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4773652.500000 Penalty: 3365.677734
	Iteration 18Q: 3 clusters Score -4773652 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -4773717.500000 Penalty: 3365.677734
	Iteration 19Q: 3 clusters Score -4773718 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -4773767.000000 Penalty: 3365.677734
	Iteration 20F: 3 clusters Score -4773767 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -4773836.500000 Penalty: 3365.677734
	Iteration 21Q: 3 clusters Score -4773836 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -4773880.000000 Penalty: 3365.677734
	Iteration 22Q: 3 clusters Score -4773880 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -4773951.500000 Penalty: 3365.677734
	Iteration 23Q: 3 clusters Score -4773952 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -4774016.500000 Penalty: 3365.677734
	Iteration 24Q: 3 clusters Score -4774016 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -4774096.500000 Penalty: 3365.677734
	Iteration 25Q: 3 clusters Score -4774096 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -4774179.000000 Penalty: 3365.677734
	Iteration 26Q: 3 clusters Score -4774179 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -4774285.500000 Penalty: 3365.677734
	Iteration 27Q: 3 clusters Score -4774286 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -4774408.000000 Penalty: 3365.677734
	Iteration 28Q: 3 clusters Score -4774408 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -4774543.000000 Penalty: 3365.677734
	Iteration 29Q: 3 clusters Score -4774543 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -4774681.000000 Penalty: 3365.677734
	Iteration 30Q: 3 clusters Score -4774681 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4774797.000000 Penalty: 3365.677734
	Iteration 31Q: 3 clusters Score -4774797 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -4774888.500000 Penalty: 3365.677734
	Iteration 32Q: 3 clusters Score -4774888 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -4775009.000000 Penalty: 3365.677734
	Iteration 33Q: 3 clusters Score -4775009 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -4775145.500000 Penalty: 3365.677734
	Iteration 34Q: 3 clusters Score -4775146 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -4775241.000000 Penalty: 3365.677734
	Iteration 35Q: 3 clusters Score -4775241 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -4775336.000000 Penalty: 3365.677734
	Iteration 36Q: 3 clusters Score -4775336 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -4775445.500000 Penalty: 3365.677734
	Iteration 37Q: 3 clusters Score -4775446 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -4775547.000000 Penalty: 3365.677734
	Iteration 38Q: 3 clusters Score -4775547 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -4775639.000000 Penalty: 3365.677734
	Iteration 39Q: 3 clusters Score -4775639 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -4775711.500000 Penalty: 3365.677734
	Iteration 40F: 3 clusters Score -4775712 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -4775786.500000 Penalty: 3365.677734
	Iteration 41Q: 3 clusters Score -4775786 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -4775873.500000 Penalty: 3365.677734
	Iteration 42Q: 3 clusters Score -4775874 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -4775986.000000 Penalty: 3365.677734
	Iteration 43Q: 3 clusters Score -4775986 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -4776060.500000 Penalty: 3365.677734
	Iteration 44Q: 3 clusters Score -4776060 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -4776118.500000 Penalty: 3365.677734
	Iteration 45Q: 3 clusters Score -4776118 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -4776170.000000 Penalty: 3365.677734
	Iteration 46Q: 3 clusters Score -4776170 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -4776200.000000 Penalty: 3365.677734
	Iteration 47Q: 3 clusters Score -4776200 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -4776239.500000 Penalty: 3365.677734
	Iteration 48Q: 3 clusters Score -4776240 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -4776245.000000 Penalty: 3365.677734
	Iteration 49Q: 3 clusters Score -4776245 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -4776265.500000 Penalty: 3365.677734
	Iteration 50Q: 3 clusters Score -4776266 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -4776265.000000 Penalty: 3365.677734
	Iteration 51Q: 3 clusters Score -4776265 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -4776285.500000 Penalty: 3365.677734
	Iteration 52Q: 3 clusters Score -4776286 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -4776290.000000 Penalty: 3365.677734
	Iteration 53Q: 3 clusters Score -4776290 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -4776288.500000 Penalty: 3365.677734
	Iteration 54Q: 3 clusters Score -4776288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -4776313.500000 Penalty: 3365.677734
	Iteration 55Q: 3 clusters Score -4776314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -4776312.500000 Penalty: 3365.677734
	Iteration 56Q: 3 clusters Score -4776312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -4776317.000000 Penalty: 3365.677734
	Iteration 57Q: 3 clusters Score -4776317 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -4776316.000000 Penalty: 3365.677734
	Iteration 58Q: 3 clusters Score -4776316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -4776313.000000 Penalty: 3365.677734
	Iteration 59Q: 3 clusters Score -4776313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -4776307.000000 Penalty: 3365.677734
	Iteration 60F: 3 clusters Score -4776307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -4776315.000000 Penalty: 3365.677734
	Iteration 61Q: 3 clusters Score -4776315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -4776307.000000 Penalty: 3365.677734
	Iteration 62Q: 3 clusters Score -4776307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -4776308.000000 Penalty: 3365.677734
	Iteration 63Q: 3 clusters Score -4776308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -4776309.500000 Penalty: 3365.677734
	Iteration 64Q: 3 clusters Score -4776310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -4776314.500000 Penalty: 3365.677734
	Iteration 65Q: 3 clusters Score -4776314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -4776313.500000 Penalty: 3365.677734
	Iteration 66Q: 3 clusters Score -4776314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -4776315.000000 Penalty: 3365.677734
	Iteration 67Q: 3 clusters Score -4776315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -4776315.000000 Penalty: 3365.677734
	Iteration 68Q: 3 clusters Score -4776315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -4776302.000000 Penalty: 3365.677734
	Iteration 69Q: 3 clusters Score -4776302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -4776316.500000 Penalty: 3365.677734
	Iteration 70Q: 3 clusters Score -4776316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -4776312.500000 Penalty: 3365.677734
	Iteration 71Q: 3 clusters Score -4776312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -4776315.500000 Penalty: 3365.677734
	Iteration 72Q: 3 clusters Score -4776316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -4776315.500000 Penalty: 3365.677734
	Iteration 73Q: 3 clusters Score -4776316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4776319.000000 Penalty: 3365.677734
	Iteration 74Q: 3 clusters Score -4776319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -4776321.000000 Penalty: 3365.677734
	Iteration 75Q: 3 clusters Score -4776321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -4776321.000000 Penalty: 3365.677734
	Iteration 76F: 3 clusters Score -4776321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -133227.734375 Penalty: 1138.440674
	Iteration 0F: 2 clusters Score -133227.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -131763.843750 Penalty: 2276.881348
	Iteration 0F: 3 clusters Score -131763.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -132088.328125 Penalty: 2276.881348
	Iteration 1F: 3 clusters Score -132088.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -132217.890625 Penalty: 2276.881348
	Iteration 2F: 3 clusters Score -132217.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -132327.296875 Penalty: 2276.881348
	Iteration 3F: 3 clusters Score -132327.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -132406.296875 Penalty: 2276.881348
	Iteration 4Q: 3 clusters Score -132406.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -132493.109375 Penalty: 2276.881348
	Iteration 5Q: 3 clusters Score -132493.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -132561.140625 Penalty: 2276.881348
	Iteration 6Q: 3 clusters Score -132561.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -132597.406250 Penalty: 2276.881348
	Iteration 7Q: 3 clusters Score -132597.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -132635.984375 Penalty: 2276.881348
	Iteration 8Q: 3 clusters Score -132636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -132670.500000 Penalty: 2276.881348
	Iteration 9Q: 3 clusters Score -132670.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -132682.171875 Penalty: 2276.881348
	Iteration 10Q: 3 clusters Score -132682.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -132690.500000 Penalty: 2276.881348
	Iteration 11Q: 3 clusters Score -132690.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -132700.046875 Penalty: 2276.881348
	Iteration 12Q: 3 clusters Score -132700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -132710.234375 Penalty: 2276.881348
	Iteration 13Q: 3 clusters Score -132710.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -132715.468750 Penalty: 2276.881348
	Iteration 14Q: 3 clusters Score -132715.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -132720.359375 Penalty: 2276.881348
	Iteration 15Q: 3 clusters Score -132720.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -132726.125000 Penalty: 2276.881348
	Iteration 16Q: 3 clusters Score -132726.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -132729.906250 Penalty: 2276.881348
	Iteration 17Q: 3 clusters Score -132729.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -132738.421875 Penalty: 2276.881348
	Iteration 18Q: 3 clusters Score -132738.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -132750.531250 Penalty: 2276.881348
	Iteration 19Q: 3 clusters Score -132750.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -132762.531250 Penalty: 2276.881348
	Iteration 20F: 3 clusters Score -132762.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -132769.984375 Penalty: 2276.881348
	Iteration 21Q: 3 clusters Score -132770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -132779.062500 Penalty: 2276.881348
	Iteration 22Q: 3 clusters Score -132779.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -132795.171875 Penalty: 2276.881348
	Iteration 23Q: 3 clusters Score -132795.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -132804.546875 Penalty: 2276.881348
	Iteration 24Q: 3 clusters Score -132804.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -132809.406250 Penalty: 2276.881348
	Iteration 25Q: 3 clusters Score -132809.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -132816.718750 Penalty: 2276.881348
	Iteration 26Q: 3 clusters Score -132816.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -132817.406250 Penalty: 2276.881348
	Iteration 27Q: 3 clusters Score -132817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -132818.640625 Penalty: 2276.881348
	Iteration 28Q: 3 clusters Score -132818.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -132820.421875 Penalty: 2276.881348
	Iteration 29Q: 3 clusters Score -132820.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -132820.421875 Penalty: 2276.881348
	Iteration 30F: 3 clusters Score -132820.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -220804.906250 Penalty: 1210.826782
	Iteration 0F: 2 clusters Score -220804.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -218921.593750 Penalty: 2421.653564
	Iteration 0F: 3 clusters Score -218921.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -219339.718750 Penalty: 2421.653564
	Iteration 1F: 3 clusters Score -219339.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -219453.500000 Penalty: 2421.653564
	Iteration 2F: 3 clusters Score -219453.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -219514.171875 Penalty: 2421.653564
	Iteration 3Q: 3 clusters Score -219514.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -219562.859375 Penalty: 2421.653564
	Iteration 4Q: 3 clusters Score -219562.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -219605.312500 Penalty: 2421.653564
	Iteration 5Q: 3 clusters Score -219605.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -219642.296875 Penalty: 2421.653564
	Iteration 6Q: 3 clusters Score -219642.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -219668.484375 Penalty: 2421.653564
	Iteration 7Q: 3 clusters Score -219668.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -219696.828125 Penalty: 2421.653564
	Iteration 8Q: 3 clusters Score -219696.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -219729.453125 Penalty: 2421.653564
	Iteration 9Q: 3 clusters Score -219729.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -219760.296875 Penalty: 2421.653564
	Iteration 10Q: 3 clusters Score -219760.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -219789.500000 Penalty: 2421.653564
	Iteration 11Q: 3 clusters Score -219789.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -219816.187500 Penalty: 2421.653564
	Iteration 12Q: 3 clusters Score -219816.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -219845.984375 Penalty: 2421.653564
	Iteration 13Q: 3 clusters Score -219846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -219867.156250 Penalty: 2421.653564
	Iteration 14Q: 3 clusters Score -219867.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -219877.359375 Penalty: 2421.653564
	Iteration 15Q: 3 clusters Score -219877.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -219896.250000 Penalty: 2421.653564
	Iteration 16Q: 3 clusters Score -219896.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -219909.109375 Penalty: 2421.653564
	Iteration 17Q: 3 clusters Score -219909.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -219914.328125 Penalty: 2421.653564
	Iteration 18Q: 3 clusters Score -219914.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -219920.312500 Penalty: 2421.653564
	Iteration 19Q: 3 clusters Score -219920.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -219922.265625 Penalty: 2421.653564
	Iteration 20F: 3 clusters Score -219922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -219922.781250 Penalty: 2421.653564
	Iteration 21Q: 3 clusters Score -219922.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -219923.593750 Penalty: 2421.653564
	Iteration 22Q: 3 clusters Score -219923.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -219923.593750 Penalty: 2421.653564
	Iteration 23F: 3 clusters Score -219923.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Entering Unmasked Estep 
Score: -841485.562500 Penalty: 1416.037231
	Iteration 0F: 2 clusters Score -841485.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -836827.625000 Penalty: 2832.074463
	Iteration 0F: 3 clusters Score -836827.6 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -838206.312500 Penalty: 2832.074463
	Iteration 1F: 3 clusters Score -838206.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -838375.250000 Penalty: 2832.074463
	Iteration 2F: 3 clusters Score -838375.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -838481.500000 Penalty: 2832.074463
	Iteration 3Q: 3 clusters Score -838481.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -838561.187500 Penalty: 2832.074463
	Iteration 4Q: 3 clusters Score -838561.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -838611.125000 Penalty: 2832.074463
	Iteration 5Q: 3 clusters Score -838611.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -838658.750000 Penalty: 2832.074463
	Iteration 6Q: 3 clusters Score -838658.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -838713.812500 Penalty: 2832.074463
	Iteration 7Q: 3 clusters Score -838713.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -838776.562500 Penalty: 2832.074463
	Iteration 8Q: 3 clusters Score -838776.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -838837.437500 Penalty: 2832.074463
	Iteration 9Q: 3 clusters Score -838837.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -838908.250000 Penalty: 2832.074463
	Iteration 10Q: 3 clusters Score -838908.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -838988.250000 Penalty: 2832.074463
	Iteration 11Q: 3 clusters Score -838988.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -839082.625000 Penalty: 2832.074463
	Iteration 12Q: 3 clusters Score -839082.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -839176.312500 Penalty: 2832.074463
	Iteration 13Q: 3 clusters Score -839176.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -839291.312500 Penalty: 2832.074463
	Iteration 14Q: 3 clusters Score -839291.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -839413.937500 Penalty: 2832.074463
	Iteration 15Q: 3 clusters Score -839413.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -839526.375000 Penalty: 2832.074463
	Iteration 16Q: 3 clusters Score -839526.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -839635.375000 Penalty: 2832.074463
	Iteration 17Q: 3 clusters Score -839635.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -839735.125000 Penalty: 2832.074463
	Iteration 18Q: 3 clusters Score -839735.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -839829.812500 Penalty: 2832.074463
	Iteration 19Q: 3 clusters Score -839829.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -839928.187500 Penalty: 2832.074463
	Iteration 20F: 3 clusters Score -839928.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -839995.000000 Penalty: 2832.074463
	Iteration 21Q: 3 clusters Score -839995 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -840034.250000 Penalty: 2832.074463
	Iteration 22Q: 3 clusters Score -840034.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -840073.750000 Penalty: 2832.074463
	Iteration 23Q: 3 clusters Score -840073.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -840099.187500 Penalty: 2832.074463
	Iteration 24Q: 3 clusters Score -840099.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -840134.125000 Penalty: 2832.074463
	Iteration 25Q: 3 clusters Score -840134.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -840156.750000 Penalty: 2832.074463
	Iteration 26Q: 3 clusters Score -840156.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -840175.000000 Penalty: 2832.074463
	Iteration 27Q: 3 clusters Score -840175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -840192.250000 Penalty: 2832.074463
	Iteration 28Q: 3 clusters Score -840192.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -840206.937500 Penalty: 2832.074463
	Iteration 29Q: 3 clusters Score -840206.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -840222.250000 Penalty: 2832.074463
	Iteration 30Q: 3 clusters Score -840222.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -840233.875000 Penalty: 2832.074463
	Iteration 31Q: 3 clusters Score -840233.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -840240.875000 Penalty: 2832.074463
	Iteration 32Q: 3 clusters Score -840240.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -840246.312500 Penalty: 2832.074463
	Iteration 33Q: 3 clusters Score -840246.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -840250.750000 Penalty: 2832.074463
	Iteration 34Q: 3 clusters Score -840250.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -840255.937500 Penalty: 2832.074463
	Iteration 35Q: 3 clusters Score -840255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -840258.062500 Penalty: 2832.074463
	Iteration 36Q: 3 clusters Score -840258.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -840256.875000 Penalty: 2832.074463
	Iteration 37Q: 3 clusters Score -840256.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -840256.875000 Penalty: 2832.074463
	Iteration 38F: 3 clusters Score -840256.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Entering Unmasked Estep 
Score: -1244993.250000 Penalty: 1468.251221
	Iteration 0F: 2 clusters Score -1244993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1238866.125000 Penalty: 2936.502441
	Iteration 0F: 3 clusters Score -1238866 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1240781.000000 Penalty: 2936.502441
	Iteration 1F: 3 clusters Score -1240781 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1240970.625000 Penalty: 2936.502441
	Iteration 2F: 3 clusters Score -1240971 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1241118.500000 Penalty: 2936.502441
	Iteration 3Q: 3 clusters Score -1241118 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1241276.625000 Penalty: 2936.502441
	Iteration 4Q: 3 clusters Score -1241277 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1241441.750000 Penalty: 2936.502441
	Iteration 5Q: 3 clusters Score -1241442 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1241587.375000 Penalty: 2936.502441
	Iteration 6Q: 3 clusters Score -1241587 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1241717.625000 Penalty: 2936.502441
	Iteration 7Q: 3 clusters Score -1241718 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1241847.750000 Penalty: 2936.502441
	Iteration 8Q: 3 clusters Score -1241848 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1242001.375000 Penalty: 2936.502441
	Iteration 9Q: 3 clusters Score -1242001 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1242172.000000 Penalty: 2936.502441
	Iteration 10Q: 3 clusters Score -1242172 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1242374.125000 Penalty: 2936.502441
	Iteration 11Q: 3 clusters Score -1242374 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1242597.500000 Penalty: 2936.502441
	Iteration 12Q: 3 clusters Score -1242598 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1242817.750000 Penalty: 2936.502441
	Iteration 13Q: 3 clusters Score -1242818 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1243030.500000 Penalty: 2936.502441
	Iteration 14Q: 3 clusters Score -1243030 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1243204.625000 Penalty: 2936.502441
	Iteration 15Q: 3 clusters Score -1243205 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1243350.875000 Penalty: 2936.502441
	Iteration 16Q: 3 clusters Score -1243351 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1243458.500000 Penalty: 2936.502441
	Iteration 17Q: 3 clusters Score -1243458 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1243524.875000 Penalty: 2936.502441
	Iteration 18Q: 3 clusters Score -1243525 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1243574.500000 Penalty: 2936.502441
	Iteration 19Q: 3 clusters Score -1243574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1243620.375000 Penalty: 2936.502441
	Iteration 20F: 3 clusters Score -1243620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1243649.125000 Penalty: 2936.502441
	Iteration 21Q: 3 clusters Score -1243649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1243663.250000 Penalty: 2936.502441
	Iteration 22Q: 3 clusters Score -1243663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1243678.500000 Penalty: 2936.502441
	Iteration 23Q: 3 clusters Score -1243678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1243689.250000 Penalty: 2936.502441
	Iteration 24Q: 3 clusters Score -1243689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1243693.875000 Penalty: 2936.502441
	Iteration 25Q: 3 clusters Score -1243694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1243696.875000 Penalty: 2936.502441
	Iteration 26Q: 3 clusters Score -1243697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1243695.500000 Penalty: 2936.502441
	Iteration 27Q: 3 clusters Score -1243696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1243695.500000 Penalty: 2936.502441
	Iteration 28F: 3 clusters Score -1243696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Entering Unmasked Estep 
Score: -627874.562500 Penalty: 1352.783447
	Iteration 0F: 2 clusters Score -627874.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -624463.625000 Penalty: 2705.566895
	Iteration 0F: 3 clusters Score -624463.6 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -625342.687500 Penalty: 2705.566895
	Iteration 1F: 3 clusters Score -625342.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -625504.625000 Penalty: 2705.566895
	Iteration 2F: 3 clusters Score -625504.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -625602.250000 Penalty: 2705.566895
	Iteration 3Q: 3 clusters Score -625602.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -625664.125000 Penalty: 2705.566895
	Iteration 4Q: 3 clusters Score -625664.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -625715.875000 Penalty: 2705.566895
	Iteration 5Q: 3 clusters Score -625715.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -625754.812500 Penalty: 2705.566895
	Iteration 6Q: 3 clusters Score -625754.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -625786.437500 Penalty: 2705.566895
	Iteration 7Q: 3 clusters Score -625786.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -625809.062500 Penalty: 2705.566895
	Iteration 8Q: 3 clusters Score -625809.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -625834.250000 Penalty: 2705.566895
	Iteration 9Q: 3 clusters Score -625834.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -625860.625000 Penalty: 2705.566895
	Iteration 10Q: 3 clusters Score -625860.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -625883.312500 Penalty: 2705.566895
	Iteration 11Q: 3 clusters Score -625883.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -625906.750000 Penalty: 2705.566895
	Iteration 12Q: 3 clusters Score -625906.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -625925.375000 Penalty: 2705.566895
	Iteration 13Q: 3 clusters Score -625925.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -625942.500000 Penalty: 2705.566895
	Iteration 14Q: 3 clusters Score -625942.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -625958.437500 Penalty: 2705.566895
	Iteration 15Q: 3 clusters Score -625958.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -625974.812500 Penalty: 2705.566895
	Iteration 16Q: 3 clusters Score -625974.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -625986.812500 Penalty: 2705.566895
	Iteration 17Q: 3 clusters Score -625986.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -625996.687500 Penalty: 2705.566895
	Iteration 18Q: 3 clusters Score -625996.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -626004.812500 Penalty: 2705.566895
	Iteration 19Q: 3 clusters Score -626004.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -626011.500000 Penalty: 2705.566895
	Iteration 20F: 3 clusters Score -626011.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -626017.812500 Penalty: 2705.566895
	Iteration 21Q: 3 clusters Score -626017.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -626028.000000 Penalty: 2705.566895
	Iteration 22Q: 3 clusters Score -626028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -626039.000000 Penalty: 2705.566895
	Iteration 23Q: 3 clusters Score -626039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -626053.000000 Penalty: 2705.566895
	Iteration 24Q: 3 clusters Score -626053 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -626065.875000 Penalty: 2705.566895
	Iteration 25Q: 3 clusters Score -626065.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -626078.437500 Penalty: 2705.566895
	Iteration 26Q: 3 clusters Score -626078.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -626090.375000 Penalty: 2705.566895
	Iteration 27Q: 3 clusters Score -626090.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -626102.687500 Penalty: 2705.566895
	Iteration 28Q: 3 clusters Score -626102.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -626113.750000 Penalty: 2705.566895
	Iteration 29Q: 3 clusters Score -626113.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -626125.000000 Penalty: 2705.566895
	Iteration 30Q: 3 clusters Score -626125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -626137.125000 Penalty: 2705.566895
	Iteration 31Q: 3 clusters Score -626137.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -626157.125000 Penalty: 2705.566895
	Iteration 32Q: 3 clusters Score -626157.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -626174.250000 Penalty: 2705.566895
	Iteration 33Q: 3 clusters Score -626174.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -626194.875000 Penalty: 2705.566895
	Iteration 34Q: 3 clusters Score -626194.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -626215.250000 Penalty: 2705.566895
	Iteration 35Q: 3 clusters Score -626215.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -626239.312500 Penalty: 2705.566895
	Iteration 36Q: 3 clusters Score -626239.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -626263.375000 Penalty: 2705.566895
	Iteration 37Q: 3 clusters Score -626263.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -626296.312500 Penalty: 2705.566895
	Iteration 38Q: 3 clusters Score -626296.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -626336.750000 Penalty: 2705.566895
	Iteration 39Q: 3 clusters Score -626336.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -626381.625000 Penalty: 2705.566895
	Iteration 40F: 3 clusters Score -626381.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -626417.062500 Penalty: 2705.566895
	Iteration 41Q: 3 clusters Score -626417.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -626446.187500 Penalty: 2705.566895
	Iteration 42Q: 3 clusters Score -626446.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -626472.687500 Penalty: 2705.566895
	Iteration 43Q: 3 clusters Score -626472.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -626499.750000 Penalty: 2705.566895
	Iteration 44Q: 3 clusters Score -626499.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -626525.250000 Penalty: 2705.566895
	Iteration 45Q: 3 clusters Score -626525.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -626553.312500 Penalty: 2705.566895
	Iteration 46Q: 3 clusters Score -626553.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -626575.812500 Penalty: 2705.566895
	Iteration 47Q: 3 clusters Score -626575.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -626592.812500 Penalty: 2705.566895
	Iteration 48Q: 3 clusters Score -626592.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -626603.437500 Penalty: 2705.566895
	Iteration 49Q: 3 clusters Score -626603.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -626610.687500 Penalty: 2705.566895
	Iteration 50Q: 3 clusters Score -626610.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -626617.500000 Penalty: 2705.566895
	Iteration 51Q: 3 clusters Score -626617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -626622.750000 Penalty: 2705.566895
	Iteration 52Q: 3 clusters Score -626622.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -626628.437500 Penalty: 2705.566895
	Iteration 53Q: 3 clusters Score -626628.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -626637.562500 Penalty: 2705.566895
	Iteration 54Q: 3 clusters Score -626637.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -626645.437500 Penalty: 2705.566895
	Iteration 55Q: 3 clusters Score -626645.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -626650.937500 Penalty: 2705.566895
	Iteration 56Q: 3 clusters Score -626650.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -626654.125000 Penalty: 2705.566895
	Iteration 57Q: 3 clusters Score -626654.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -626657.750000 Penalty: 2705.566895
	Iteration 58Q: 3 clusters Score -626657.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -626657.687500 Penalty: 2705.566895
	Iteration 59Q: 3 clusters Score -626657.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -626661.250000 Penalty: 2705.566895
	Iteration 60F: 3 clusters Score -626661.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -626668.812500 Penalty: 2705.566895
	Iteration 61Q: 3 clusters Score -626668.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -626672.562500 Penalty: 2705.566895
	Iteration 62Q: 3 clusters Score -626672.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -626673.687500 Penalty: 2705.566895
	Iteration 63Q: 3 clusters Score -626673.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -626674.000000 Penalty: 2705.566895
	Iteration 64Q: 3 clusters Score -626674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -626674.000000 Penalty: 2705.566895
	Iteration 65F: 3 clusters Score -626674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -141918.140625 Penalty: 1129.195801
	Iteration 0F: 2 clusters Score -141918.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -140502.281250 Penalty: 2258.391602
	Iteration 0F: 3 clusters Score -140502.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -140828.343750 Penalty: 2258.391602
	Iteration 1F: 3 clusters Score -140828.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -140906.296875 Penalty: 2258.391602
	Iteration 2F: 3 clusters Score -140906.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -140979.734375 Penalty: 2258.391602
	Iteration 3Q: 3 clusters Score -140979.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -141045.250000 Penalty: 2258.391602
	Iteration 4Q: 3 clusters Score -141045.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -141099.203125 Penalty: 2258.391602
	Iteration 5Q: 3 clusters Score -141099.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -141163.468750 Penalty: 2258.391602
	Iteration 6Q: 3 clusters Score -141163.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -141207.671875 Penalty: 2258.391602
	Iteration 7Q: 3 clusters Score -141207.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -141232.453125 Penalty: 2258.391602
	Iteration 8Q: 3 clusters Score -141232.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -141245.671875 Penalty: 2258.391602
	Iteration 9Q: 3 clusters Score -141245.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -141247.265625 Penalty: 2258.391602
	Iteration 10Q: 3 clusters Score -141247.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -141247.265625 Penalty: 2258.391602
	Iteration 11F: 3 clusters Score -141247.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -99724.898438 Penalty: 1094.949829
	Iteration 0F: 2 clusters Score -99724.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98419.023438 Penalty: 2189.899658
	Iteration 0F: 3 clusters Score -98419.02 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -98667.820312 Penalty: 2189.899658
	Iteration 1F: 3 clusters Score -98667.82 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -98747.593750 Penalty: 2189.899658
	Iteration 2F: 3 clusters Score -98747.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -98788.554688 Penalty: 2189.899658
	Iteration 3Q: 3 clusters Score -98788.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -98809.953125 Penalty: 2189.899658
	Iteration 4Q: 3 clusters Score -98809.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -98837.210938 Penalty: 2189.899658
	Iteration 5Q: 3 clusters Score -98837.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -98889.523438 Penalty: 2189.899658
	Iteration 6Q: 3 clusters Score -98889.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -98946.453125 Penalty: 2189.899658
	Iteration 7Q: 3 clusters Score -98946.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -98997.289062 Penalty: 2189.899658
	Iteration 8Q: 3 clusters Score -98997.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -99033.367188 Penalty: 2189.899658
	Iteration 9Q: 3 clusters Score -99033.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -99087.359375 Penalty: 2189.899658
	Iteration 10Q: 3 clusters Score -99087.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -99156.265625 Penalty: 2189.899658
	Iteration 11Q: 3 clusters Score -99156.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -99213.656250 Penalty: 2189.899658
	Iteration 12Q: 3 clusters Score -99213.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -99269.039062 Penalty: 2189.899658
	Iteration 13Q: 3 clusters Score -99269.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -99334.289062 Penalty: 2189.899658
	Iteration 14Q: 3 clusters Score -99334.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -99382.023438 Penalty: 2189.899658
	Iteration 15Q: 3 clusters Score -99382.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -99428.054688 Penalty: 2189.899658
	Iteration 16Q: 3 clusters Score -99428.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -99448.468750 Penalty: 2189.899658
	Iteration 17Q: 3 clusters Score -99448.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -99454.835938 Penalty: 2189.899658
	Iteration 18Q: 3 clusters Score -99454.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -99462.148438 Penalty: 2189.899658
	Iteration 19Q: 3 clusters Score -99462.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -99467.687500 Penalty: 2189.899658
	Iteration 20F: 3 clusters Score -99467.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Entering Unmasked Estep 
Score: -376721.468750 Penalty: 1303.454224
	Iteration 0F: 2 clusters Score -376721.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -373960.812500 Penalty: 2606.908447
	Iteration 0F: 3 clusters Score -373960.8 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -374711.593750 Penalty: 2606.908447
	Iteration 1F: 3 clusters Score -374711.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -374992.250000 Penalty: 2606.908447
	Iteration 2F: 3 clusters Score -374992.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -375412.906250 Penalty: 2606.908447
	Iteration 3F: 3 clusters Score -375412.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -375938.562500 Penalty: 2606.908447
	Iteration 4F: 3 clusters Score -375938.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -376350.687500 Penalty: 2606.908447
	Iteration 5F: 3 clusters Score -376350.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -376593.843750 Penalty: 2606.908447
	Iteration 6F: 3 clusters Score -376593.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -376690.562500 Penalty: 2606.908447
	Iteration 7Q: 3 clusters Score -376690.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -376723.656250 Penalty: 2606.908447
	Iteration 8Q: 3 clusters Score -376723.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -376732.593750 Penalty: 2606.908447
	Iteration 9Q: 3 clusters Score -376732.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -376735.531250 Penalty: 2606.908447
	Iteration 10Q: 3 clusters Score -376735.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -376737.062500 Penalty: 2606.908447
	Iteration 11Q: 3 clusters Score -376737.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -376738.656250 Penalty: 2606.908447
	Iteration 12Q: 3 clusters Score -376738.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -376738.656250 Penalty: 2606.908447
	Iteration 13Q: 3 clusters Score -376738.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -376741.156250 Penalty: 2606.908447
	Iteration 14Q: 3 clusters Score -376741.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -376743.343750 Penalty: 2606.908447
	Iteration 15Q: 3 clusters Score -376743.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -376744.000000 Penalty: 2606.908447
	Iteration 16Q: 3 clusters Score -376744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -376745.312500 Penalty: 2606.908447
	Iteration 17Q: 3 clusters Score -376745.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -376746.156250 Penalty: 2606.908447
	Iteration 18Q: 3 clusters Score -376746.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -376746.156250 Penalty: 2606.908447
	Iteration 19Q: 3 clusters Score -376746.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -376746.937500 Penalty: 2606.908447
	Iteration 20F: 3 clusters Score -376746.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -376747.250000 Penalty: 2606.908447
	Iteration 21Q: 3 clusters Score -376747.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -376747.250000 Penalty: 2606.908447
	Iteration 22F: 3 clusters Score -376747.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10583 members 
Mstep: Class 5 contains 14403 members 
Mstep: Class 6 contains 6673 members 
Mstep: Class 7 contains 773 members 
Mstep: Class 8 contains 31443 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6088 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 4125 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 26613 members 
Mstep: Class 18 contains 1398 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14300 members 
Mstep: Class 21 contains 4526 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3848 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10974 members 
Mstep: Class 26 contains 1252 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 15163 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3042 members 
Mstep: Class 32 contains 2792 members 
Mstep: Class 33 contains 14728 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7129 members 
Mstep: Class 37 contains 9747 members 
Mstep: Class 38 contains 20411 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28928 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5011 members 
Mstep: Class 45 contains 14066 members 
Mstep: Class 46 contains 13852 members 
Mstep: Class 47 contains 3705 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6052 members 
Mstep: Class 50 contains 19789 members 
Mstep: Class 51 contains 986 members 
Mstep: Class 52 contains 2480 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2252 members 
Mstep: Class 55 contains 13185 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6712 members 
Mstep: Class 62 contains 19054 members 
Mstep: Class 63 contains 1723 members 
Mstep: Class 64 contains 4449 members 
Mstep: Class 65 contains 14702 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8702 members 
Mstep: Class 70 contains 779 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20369 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19771 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16418 members 
Mstep: Class 77 contains 11891 members 
Mstep: Class 78 contains 3789 members 
Mstep: Class 79 contains 993 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4171 members 
Mstep: Class 82 contains 1642 members 
Mstep: Class 83 contains 12182 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19073 members 
Mstep: Class 86 contains 1050 members 
Entering Unmasked Estep 
Score: -85932648.000000 Penalty: 185964.312500
Splitting cluster 16 changes total score from -85933488.000000 to -85932648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (26613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Entering Unmasked Estep 
Score: -4067735.750000 Penalty: 1655.737793
	Iteration 0F: 2 clusters Score -4067736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -4052675.250000 Penalty: 3311.475586
	Iteration 0F: 3 clusters Score -4052675 nChanged 12185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4059717.000000 Penalty: 3311.475586
	Iteration 1F: 3 clusters Score -4059717 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -4060385.500000 Penalty: 3311.475586
	Iteration 2F: 3 clusters Score -4060386 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -4061073.000000 Penalty: 3311.475586
	Iteration 3F: 3 clusters Score -4061073 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -4061889.750000 Penalty: 3311.475586
	Iteration 4F: 3 clusters Score -4061890 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -4062773.250000 Penalty: 3311.475586
	Iteration 5F: 3 clusters Score -4062773 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -4063725.000000 Penalty: 3311.475586
	Iteration 6F: 3 clusters Score -4063725 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -4064467.750000 Penalty: 3311.475586
	Iteration 7F: 3 clusters Score -4064468 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -4065018.250000 Penalty: 3311.475586
	Iteration 8F: 3 clusters Score -4065018 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -4065404.500000 Penalty: 3311.475586
	Iteration 9Q: 3 clusters Score -4065404 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -4065673.750000 Penalty: 3311.475586
	Iteration 10Q: 3 clusters Score -4065674 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -4065944.750000 Penalty: 3311.475586
	Iteration 11Q: 3 clusters Score -4065945 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -4066043.500000 Penalty: 3311.475586
	Iteration 12Q: 3 clusters Score -4066044 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -4066150.000000 Penalty: 3311.475586
	Iteration 13Q: 3 clusters Score -4066150 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -4066215.500000 Penalty: 3311.475586
	Iteration 14Q: 3 clusters Score -4066216 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -4066251.250000 Penalty: 3311.475586
	Iteration 15Q: 3 clusters Score -4066251 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -4066302.250000 Penalty: 3311.475586
	Iteration 16Q: 3 clusters Score -4066302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -4066356.750000 Penalty: 3311.475586
	Iteration 17Q: 3 clusters Score -4066357 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -4066381.000000 Penalty: 3311.475586
	Iteration 18Q: 3 clusters Score -4066381 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -4066399.250000 Penalty: 3311.475586
	Iteration 19Q: 3 clusters Score -4066399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -4066404.000000 Penalty: 3311.475586
	Iteration 20F: 3 clusters Score -4066404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -4066409.500000 Penalty: 3311.475586
	Iteration 21Q: 3 clusters Score -4066410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -4066418.250000 Penalty: 3311.475586
	Iteration 22Q: 3 clusters Score -4066418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -4066431.000000 Penalty: 3311.475586
	Iteration 23Q: 3 clusters Score -4066431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -4066424.000000 Penalty: 3311.475586
	Iteration 24Q: 3 clusters Score -4066424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -4066432.500000 Penalty: 3311.475586
	Iteration 25Q: 3 clusters Score -4066432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -4066440.500000 Penalty: 3311.475586
	Iteration 26Q: 3 clusters Score -4066440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -4066439.250000 Penalty: 3311.475586
	Iteration 27Q: 3 clusters Score -4066439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -4066446.250000 Penalty: 3311.475586
	Iteration 28Q: 3 clusters Score -4066446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -4066453.250000 Penalty: 3311.475586
	Iteration 29Q: 3 clusters Score -4066453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -4066453.750000 Penalty: 3311.475586
	Iteration 30Q: 3 clusters Score -4066454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -4066457.750000 Penalty: 3311.475586
	Iteration 31Q: 3 clusters Score -4066458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -4066460.500000 Penalty: 3311.475586
	Iteration 32Q: 3 clusters Score -4066460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -4066460.500000 Penalty: 3311.475586
	Iteration 33Q: 3 clusters Score -4066460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -4066460.500000 Penalty: 3311.475586
	Iteration 34F: 3 clusters Score -4066460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -190058.375000 Penalty: 1176.954590
	Iteration 0F: 2 clusters Score -190058.4 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 693 members 
Entering Unmasked Estep 
Score: -188346.359375 Penalty: 2353.909180
	Iteration 0F: 3 clusters Score -188346.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -188753.640625 Penalty: 2353.909180
	Iteration 1F: 3 clusters Score -188753.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -188924.453125 Penalty: 2353.909180
	Iteration 2F: 3 clusters Score -188924.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -189027.640625 Penalty: 2353.909180
	Iteration 3F: 3 clusters Score -189027.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -189114.812500 Penalty: 2353.909180
	Iteration 4Q: 3 clusters Score -189114.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -189182.359375 Penalty: 2353.909180
	Iteration 5Q: 3 clusters Score -189182.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -189232.625000 Penalty: 2353.909180
	Iteration 6Q: 3 clusters Score -189232.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -189292.250000 Penalty: 2353.909180
	Iteration 7Q: 3 clusters Score -189292.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -189325.250000 Penalty: 2353.909180
	Iteration 8Q: 3 clusters Score -189325.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -189336.406250 Penalty: 2353.909180
	Iteration 9Q: 3 clusters Score -189336.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -189350.125000 Penalty: 2353.909180
	Iteration 10Q: 3 clusters Score -189350.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -189363.265625 Penalty: 2353.909180
	Iteration 11Q: 3 clusters Score -189363.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -189373.203125 Penalty: 2353.909180
	Iteration 12Q: 3 clusters Score -189373.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -189380.796875 Penalty: 2353.909180
	Iteration 13Q: 3 clusters Score -189380.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -189390.500000 Penalty: 2353.909180
	Iteration 14Q: 3 clusters Score -189390.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -189395.046875 Penalty: 2353.909180
	Iteration 15Q: 3 clusters Score -189395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -189398.968750 Penalty: 2353.909180
	Iteration 16Q: 3 clusters Score -189399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -189400.453125 Penalty: 2353.909180
	Iteration 17Q: 3 clusters Score -189400.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -189400.453125 Penalty: 2353.909180
	Iteration 18F: 3 clusters Score -189400.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -327312.187500 Penalty: 1270.560303
	Iteration 0F: 2 clusters Score -327312.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -324908.093750 Penalty: 2541.120605
	Iteration 0F: 3 clusters Score -324908.1 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -325410.468750 Penalty: 2541.120605
	Iteration 1F: 3 clusters Score -325410.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -325560.625000 Penalty: 2541.120605
	Iteration 2F: 3 clusters Score -325560.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -325660.718750 Penalty: 2541.120605
	Iteration 3F: 3 clusters Score -325660.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -325721.250000 Penalty: 2541.120605
	Iteration 4Q: 3 clusters Score -325721.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -325769.687500 Penalty: 2541.120605
	Iteration 5Q: 3 clusters Score -325769.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -325822.718750 Penalty: 2541.120605
	Iteration 6Q: 3 clusters Score -325822.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -325879.031250 Penalty: 2541.120605
	Iteration 7Q: 3 clusters Score -325879 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -325946.250000 Penalty: 2541.120605
	Iteration 8Q: 3 clusters Score -325946.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -326032.406250 Penalty: 2541.120605
	Iteration 9Q: 3 clusters Score -326032.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -326144.656250 Penalty: 2541.120605
	Iteration 10Q: 3 clusters Score -326144.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -326251.437500 Penalty: 2541.120605
	Iteration 11Q: 3 clusters Score -326251.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -326350.750000 Penalty: 2541.120605
	Iteration 12Q: 3 clusters Score -326350.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -326423.906250 Penalty: 2541.120605
	Iteration 13Q: 3 clusters Score -326423.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -326512.812500 Penalty: 2541.120605
	Iteration 14Q: 3 clusters Score -326512.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -326591.750000 Penalty: 2541.120605
	Iteration 15Q: 3 clusters Score -326591.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -326640.687500 Penalty: 2541.120605
	Iteration 16Q: 3 clusters Score -326640.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -326663.093750 Penalty: 2541.120605
	Iteration 17Q: 3 clusters Score -326663.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -326678.937500 Penalty: 2541.120605
	Iteration 18Q: 3 clusters Score -326678.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -326687.906250 Penalty: 2541.120605
	Iteration 19Q: 3 clusters Score -326687.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -326694.062500 Penalty: 2541.120605
	Iteration 20F: 3 clusters Score -326694.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -326695.937500 Penalty: 2541.120605
	Iteration 21Q: 3 clusters Score -326695.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -326697.156250 Penalty: 2541.120605
	Iteration 22Q: 3 clusters Score -326697.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -326698.812500 Penalty: 2541.120605
	Iteration 23Q: 3 clusters Score -326698.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -326700.906250 Penalty: 2541.120605
	Iteration 24Q: 3 clusters Score -326700.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -326702.312500 Penalty: 2541.120605
	Iteration 25Q: 3 clusters Score -326702.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -326702.312500 Penalty: 2541.120605
	Iteration 26F: 3 clusters Score -326702.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Entering Unmasked Estep 
Score: -2189071.750000 Penalty: 1554.802490
	Iteration 0F: 2 clusters Score -2189072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2179344.000000 Penalty: 3109.604980
	Iteration 0F: 3 clusters Score -2179344 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2182829.500000 Penalty: 3109.604980
	Iteration 1F: 3 clusters Score -2182830 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2183158.750000 Penalty: 3109.604980
	Iteration 2F: 3 clusters Score -2183159 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2183460.500000 Penalty: 3109.604980
	Iteration 3Q: 3 clusters Score -2183460 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2183761.250000 Penalty: 3109.604980
	Iteration 4Q: 3 clusters Score -2183761 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2184080.250000 Penalty: 3109.604980
	Iteration 5Q: 3 clusters Score -2184080 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2184413.500000 Penalty: 3109.604980
	Iteration 6Q: 3 clusters Score -2184414 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2184761.250000 Penalty: 3109.604980
	Iteration 7Q: 3 clusters Score -2184761 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2185124.250000 Penalty: 3109.604980
	Iteration 8Q: 3 clusters Score -2185124 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2185555.250000 Penalty: 3109.604980
	Iteration 9Q: 3 clusters Score -2185555 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2186006.500000 Penalty: 3109.604980
	Iteration 10Q: 3 clusters Score -2186006 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2186497.000000 Penalty: 3109.604980
	Iteration 11Q: 3 clusters Score -2186497 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2186886.750000 Penalty: 3109.604980
	Iteration 12Q: 3 clusters Score -2186887 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2187140.500000 Penalty: 3109.604980
	Iteration 13Q: 3 clusters Score -2187140 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2187337.750000 Penalty: 3109.604980
	Iteration 14Q: 3 clusters Score -2187338 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2187473.500000 Penalty: 3109.604980
	Iteration 15Q: 3 clusters Score -2187474 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2187551.250000 Penalty: 3109.604980
	Iteration 16Q: 3 clusters Score -2187551 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2187593.500000 Penalty: 3109.604980
	Iteration 17Q: 3 clusters Score -2187594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2187619.750000 Penalty: 3109.604980
	Iteration 18Q: 3 clusters Score -2187620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2187635.750000 Penalty: 3109.604980
	Iteration 19Q: 3 clusters Score -2187636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2187657.000000 Penalty: 3109.604980
	Iteration 20F: 3 clusters Score -2187657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2187669.000000 Penalty: 3109.604980
	Iteration 21Q: 3 clusters Score -2187669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2187680.250000 Penalty: 3109.604980
	Iteration 22Q: 3 clusters Score -2187680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2187688.250000 Penalty: 3109.604980
	Iteration 23Q: 3 clusters Score -2187688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2187693.750000 Penalty: 3109.604980
	Iteration 24Q: 3 clusters Score -2187694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2187694.000000 Penalty: 3109.604980
	Iteration 25Q: 3 clusters Score -2187694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2187694.500000 Penalty: 3109.604980
	Iteration 26Q: 3 clusters Score -2187694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2187696.750000 Penalty: 3109.604980
	Iteration 27Q: 3 clusters Score -2187697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2187696.000000 Penalty: 3109.604980
	Iteration 28Q: 3 clusters Score -2187696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2187699.000000 Penalty: 3109.604980
	Iteration 29Q: 3 clusters Score -2187699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2187700.000000 Penalty: 3109.604980
	Iteration 30Q: 3 clusters Score -2187700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2187700.000000 Penalty: 3109.604980
	Iteration 31F: 3 clusters Score -2187700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Entering Unmasked Estep 
Score: -644358.312500 Penalty: 1367.859009
	Iteration 0F: 2 clusters Score -644358.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -640690.625000 Penalty: 2735.718018
	Iteration 0F: 3 clusters Score -640690.6 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -641721.562500 Penalty: 2735.718018
	Iteration 1F: 3 clusters Score -641721.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -641949.500000 Penalty: 2735.718018
	Iteration 2F: 3 clusters Score -641949.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -642078.812500 Penalty: 2735.718018
	Iteration 3F: 3 clusters Score -642078.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -642160.937500 Penalty: 2735.718018
	Iteration 4Q: 3 clusters Score -642160.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -642233.187500 Penalty: 2735.718018
	Iteration 5Q: 3 clusters Score -642233.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -642292.812500 Penalty: 2735.718018
	Iteration 6Q: 3 clusters Score -642292.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -642344.875000 Penalty: 2735.718018
	Iteration 7Q: 3 clusters Score -642344.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -642404.312500 Penalty: 2735.718018
	Iteration 8Q: 3 clusters Score -642404.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -642451.937500 Penalty: 2735.718018
	Iteration 9Q: 3 clusters Score -642451.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -642510.125000 Penalty: 2735.718018
	Iteration 10Q: 3 clusters Score -642510.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -642580.312500 Penalty: 2735.718018
	Iteration 11Q: 3 clusters Score -642580.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -642643.125000 Penalty: 2735.718018
	Iteration 12Q: 3 clusters Score -642643.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -642730.250000 Penalty: 2735.718018
	Iteration 13Q: 3 clusters Score -642730.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -642820.437500 Penalty: 2735.718018
	Iteration 14Q: 3 clusters Score -642820.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -642914.687500 Penalty: 2735.718018
	Iteration 15Q: 3 clusters Score -642914.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -643000.125000 Penalty: 2735.718018
	Iteration 16Q: 3 clusters Score -643000.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -643071.562500 Penalty: 2735.718018
	Iteration 17Q: 3 clusters Score -643071.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -643129.687500 Penalty: 2735.718018
	Iteration 18Q: 3 clusters Score -643129.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -643180.687500 Penalty: 2735.718018
	Iteration 19Q: 3 clusters Score -643180.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -643224.062500 Penalty: 2735.718018
	Iteration 20F: 3 clusters Score -643224.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -643255.812500 Penalty: 2735.718018
	Iteration 21Q: 3 clusters Score -643255.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -643295.750000 Penalty: 2735.718018
	Iteration 22Q: 3 clusters Score -643295.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -643330.062500 Penalty: 2735.718018
	Iteration 23Q: 3 clusters Score -643330.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -643361.687500 Penalty: 2735.718018
	Iteration 24Q: 3 clusters Score -643361.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -643374.125000 Penalty: 2735.718018
	Iteration 25Q: 3 clusters Score -643374.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -643387.250000 Penalty: 2735.718018
	Iteration 26Q: 3 clusters Score -643387.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -643396.937500 Penalty: 2735.718018
	Iteration 27Q: 3 clusters Score -643396.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -643408.062500 Penalty: 2735.718018
	Iteration 28Q: 3 clusters Score -643408.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -643413.312500 Penalty: 2735.718018
	Iteration 29Q: 3 clusters Score -643413.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -643419.187500 Penalty: 2735.718018
	Iteration 30Q: 3 clusters Score -643419.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -643430.625000 Penalty: 2735.718018
	Iteration 31Q: 3 clusters Score -643430.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -643441.000000 Penalty: 2735.718018
	Iteration 32Q: 3 clusters Score -643441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -643443.437500 Penalty: 2735.718018
	Iteration 33Q: 3 clusters Score -643443.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -643444.562500 Penalty: 2735.718018
	Iteration 34Q: 3 clusters Score -643444.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -643444.875000 Penalty: 2735.718018
	Iteration 35Q: 3 clusters Score -643444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -643445.375000 Penalty: 2735.718018
	Iteration 36Q: 3 clusters Score -643445.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -643445.375000 Penalty: 2735.718018
	Iteration 37F: 3 clusters Score -643445.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Entering Unmasked Estep 
Score: -281129.312500 Penalty: 1234.250488
	Iteration 0F: 2 clusters Score -281129.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -279070.093750 Penalty: 2468.500977
	Iteration 0F: 3 clusters Score -279070.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -279503.187500 Penalty: 2468.500977
	Iteration 1F: 3 clusters Score -279503.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -279643.468750 Penalty: 2468.500977
	Iteration 2F: 3 clusters Score -279643.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -279749.281250 Penalty: 2468.500977
	Iteration 3F: 3 clusters Score -279749.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -279846.250000 Penalty: 2468.500977
	Iteration 4F: 3 clusters Score -279846.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -279927.062500 Penalty: 2468.500977
	Iteration 5Q: 3 clusters Score -279927.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -279994.437500 Penalty: 2468.500977
	Iteration 6Q: 3 clusters Score -279994.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -280027.000000 Penalty: 2468.500977
	Iteration 7Q: 3 clusters Score -280027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -280047.250000 Penalty: 2468.500977
	Iteration 8Q: 3 clusters Score -280047.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -280076.687500 Penalty: 2468.500977
	Iteration 9Q: 3 clusters Score -280076.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -280101.000000 Penalty: 2468.500977
	Iteration 10Q: 3 clusters Score -280101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -280119.531250 Penalty: 2468.500977
	Iteration 11Q: 3 clusters Score -280119.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -280136.812500 Penalty: 2468.500977
	Iteration 12Q: 3 clusters Score -280136.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -280154.250000 Penalty: 2468.500977
	Iteration 13Q: 3 clusters Score -280154.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -280172.125000 Penalty: 2468.500977
	Iteration 14Q: 3 clusters Score -280172.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -280181.187500 Penalty: 2468.500977
	Iteration 15Q: 3 clusters Score -280181.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -280189.500000 Penalty: 2468.500977
	Iteration 16Q: 3 clusters Score -280189.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -280195.843750 Penalty: 2468.500977
	Iteration 17Q: 3 clusters Score -280195.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -280202.062500 Penalty: 2468.500977
	Iteration 18Q: 3 clusters Score -280202.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -280209.656250 Penalty: 2468.500977
	Iteration 19Q: 3 clusters Score -280209.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -280214.031250 Penalty: 2468.500977
	Iteration 20F: 3 clusters Score -280214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -280219.687500 Penalty: 2468.500977
	Iteration 21Q: 3 clusters Score -280219.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -280222.687500 Penalty: 2468.500977
	Iteration 22Q: 3 clusters Score -280222.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -280223.812500 Penalty: 2468.500977
	Iteration 23Q: 3 clusters Score -280223.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -280226.718750 Penalty: 2468.500977
	Iteration 24Q: 3 clusters Score -280226.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -280232.125000 Penalty: 2468.500977
	Iteration 25Q: 3 clusters Score -280232.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -280234.562500 Penalty: 2468.500977
	Iteration 26Q: 3 clusters Score -280234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -280235.875000 Penalty: 2468.500977
	Iteration 27Q: 3 clusters Score -280235.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -280235.875000 Penalty: 2468.500977
	Iteration 28F: 3 clusters Score -280235.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Entering Unmasked Estep 
Score: -537882.750000 Penalty: 1341.487671
	Iteration 0F: 2 clusters Score -537882.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -534682.937500 Penalty: 2682.975342
	Iteration 0F: 3 clusters Score -534682.9 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -535777.312500 Penalty: 2682.975342
	Iteration 1F: 3 clusters Score -535777.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -536097.937500 Penalty: 2682.975342
	Iteration 2F: 3 clusters Score -536097.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -536281.312500 Penalty: 2682.975342
	Iteration 3F: 3 clusters Score -536281.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -536452.875000 Penalty: 2682.975342
	Iteration 4F: 3 clusters Score -536452.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -536586.875000 Penalty: 2682.975342
	Iteration 5Q: 3 clusters Score -536586.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -536710.000000 Penalty: 2682.975342
	Iteration 6Q: 3 clusters Score -536710 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -536806.687500 Penalty: 2682.975342
	Iteration 7Q: 3 clusters Score -536806.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -536897.625000 Penalty: 2682.975342
	Iteration 8Q: 3 clusters Score -536897.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -536973.937500 Penalty: 2682.975342
	Iteration 9Q: 3 clusters Score -536973.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -537038.437500 Penalty: 2682.975342
	Iteration 10Q: 3 clusters Score -537038.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -537076.500000 Penalty: 2682.975342
	Iteration 11Q: 3 clusters Score -537076.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -537103.750000 Penalty: 2682.975342
	Iteration 12Q: 3 clusters Score -537103.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -537130.187500 Penalty: 2682.975342
	Iteration 13Q: 3 clusters Score -537130.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -537155.750000 Penalty: 2682.975342
	Iteration 14Q: 3 clusters Score -537155.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -537185.375000 Penalty: 2682.975342
	Iteration 15Q: 3 clusters Score -537185.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -537212.062500 Penalty: 2682.975342
	Iteration 16Q: 3 clusters Score -537212.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -537236.562500 Penalty: 2682.975342
	Iteration 17Q: 3 clusters Score -537236.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -537259.250000 Penalty: 2682.975342
	Iteration 18Q: 3 clusters Score -537259.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -537282.812500 Penalty: 2682.975342
	Iteration 19Q: 3 clusters Score -537282.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -537301.187500 Penalty: 2682.975342
	Iteration 20F: 3 clusters Score -537301.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -537317.187500 Penalty: 2682.975342
	Iteration 21Q: 3 clusters Score -537317.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -537329.000000 Penalty: 2682.975342
	Iteration 22Q: 3 clusters Score -537329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -537340.437500 Penalty: 2682.975342
	Iteration 23Q: 3 clusters Score -537340.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -537350.250000 Penalty: 2682.975342
	Iteration 24Q: 3 clusters Score -537350.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -537361.000000 Penalty: 2682.975342
	Iteration 25Q: 3 clusters Score -537361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -537371.812500 Penalty: 2682.975342
	Iteration 26Q: 3 clusters Score -537371.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -537379.750000 Penalty: 2682.975342
	Iteration 27Q: 3 clusters Score -537379.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -537382.937500 Penalty: 2682.975342
	Iteration 28Q: 3 clusters Score -537382.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -537384.125000 Penalty: 2682.975342
	Iteration 29Q: 3 clusters Score -537384.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -537384.125000 Penalty: 2682.975342
	Iteration 30F: 3 clusters Score -537384.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -203706.828125 Penalty: 1185.667236
	Iteration 0F: 2 clusters Score -203706.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -202008.734375 Penalty: 2371.334473
	Iteration 0F: 3 clusters Score -202008.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -202413.140625 Penalty: 2371.334473
	Iteration 1F: 3 clusters Score -202413.1 nChanged 125
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: -202593.234375 Penalty: 2371.334473
	Iteration 2F: 3 clusters Score -202593.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -202738.937500 Penalty: 2371.334473
	Iteration 3F: 3 clusters Score -202738.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -202864.984375 Penalty: 2371.334473
	Iteration 4F: 3 clusters Score -202865 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -202949.875000 Penalty: 2371.334473
	Iteration 5Q: 3 clusters Score -202949.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -203038.000000 Penalty: 2371.334473
	Iteration 6Q: 3 clusters Score -203038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -203109.109375 Penalty: 2371.334473
	Iteration 7Q: 3 clusters Score -203109.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -203159.296875 Penalty: 2371.334473
	Iteration 8Q: 3 clusters Score -203159.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -203185.984375 Penalty: 2371.334473
	Iteration 9Q: 3 clusters Score -203186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -203214.187500 Penalty: 2371.334473
	Iteration 10Q: 3 clusters Score -203214.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -203232.906250 Penalty: 2371.334473
	Iteration 11Q: 3 clusters Score -203232.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -203249.796875 Penalty: 2371.334473
	Iteration 12Q: 3 clusters Score -203249.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -203267.140625 Penalty: 2371.334473
	Iteration 13Q: 3 clusters Score -203267.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -203276.718750 Penalty: 2371.334473
	Iteration 14Q: 3 clusters Score -203276.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -203281.703125 Penalty: 2371.334473
	Iteration 15Q: 3 clusters Score -203281.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -203285.687500 Penalty: 2371.334473
	Iteration 16Q: 3 clusters Score -203285.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -203287.515625 Penalty: 2371.334473
	Iteration 17Q: 3 clusters Score -203287.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -203287.890625 Penalty: 2371.334473
	Iteration 18Q: 3 clusters Score -203287.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -203288.031250 Penalty: 2371.334473
	Iteration 19Q: 3 clusters Score -203288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -203289.125000 Penalty: 2371.334473
	Iteration 20F: 3 clusters Score -203289.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -203291.328125 Penalty: 2371.334473
	Iteration 21Q: 3 clusters Score -203291.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -203291.812500 Penalty: 2371.334473
	Iteration 22Q: 3 clusters Score -203291.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -203292.562500 Penalty: 2371.334473
	Iteration 23Q: 3 clusters Score -203292.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -203292.562500 Penalty: 2371.334473
	Iteration 24F: 3 clusters Score -203292.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Entering Unmasked Estep 
Score: -1661351.125000 Penalty: 1511.783569
	Iteration 0F: 2 clusters Score -1661351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1653614.125000 Penalty: 3023.567139
	Iteration 0F: 3 clusters Score -1653614 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1656236.625000 Penalty: 3023.567139
	Iteration 1F: 3 clusters Score -1656237 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1656512.500000 Penalty: 3023.567139
	Iteration 2F: 3 clusters Score -1656512 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1656754.375000 Penalty: 3023.567139
	Iteration 3F: 3 clusters Score -1656754 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1656975.000000 Penalty: 3023.567139
	Iteration 4Q: 3 clusters Score -1656975 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1657176.875000 Penalty: 3023.567139
	Iteration 5Q: 3 clusters Score -1657177 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1657352.750000 Penalty: 3023.567139
	Iteration 6Q: 3 clusters Score -1657353 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1657536.125000 Penalty: 3023.567139
	Iteration 7Q: 3 clusters Score -1657536 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1657729.625000 Penalty: 3023.567139
	Iteration 8Q: 3 clusters Score -1657730 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1657947.000000 Penalty: 3023.567139
	Iteration 9Q: 3 clusters Score -1657947 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1658192.625000 Penalty: 3023.567139
	Iteration 10Q: 3 clusters Score -1658193 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1658449.625000 Penalty: 3023.567139
	Iteration 11Q: 3 clusters Score -1658450 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1658748.875000 Penalty: 3023.567139
	Iteration 12Q: 3 clusters Score -1658749 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1659048.000000 Penalty: 3023.567139
	Iteration 13Q: 3 clusters Score -1659048 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1659327.000000 Penalty: 3023.567139
	Iteration 14Q: 3 clusters Score -1659327 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1659566.000000 Penalty: 3023.567139
	Iteration 15Q: 3 clusters Score -1659566 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1659735.125000 Penalty: 3023.567139
	Iteration 16Q: 3 clusters Score -1659735 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1659844.750000 Penalty: 3023.567139
	Iteration 17Q: 3 clusters Score -1659845 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1659911.500000 Penalty: 3023.567139
	Iteration 18Q: 3 clusters Score -1659912 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1659956.500000 Penalty: 3023.567139
	Iteration 19Q: 3 clusters Score -1659956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1659981.125000 Penalty: 3023.567139
	Iteration 20F: 3 clusters Score -1659981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1659997.625000 Penalty: 3023.567139
	Iteration 21Q: 3 clusters Score -1659998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1660005.625000 Penalty: 3023.567139
	Iteration 22Q: 3 clusters Score -1660006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1660014.625000 Penalty: 3023.567139
	Iteration 23Q: 3 clusters Score -1660015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1660020.875000 Penalty: 3023.567139
	Iteration 24Q: 3 clusters Score -1660021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1660021.875000 Penalty: 3023.567139
	Iteration 25Q: 3 clusters Score -1660022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1660023.625000 Penalty: 3023.567139
	Iteration 26Q: 3 clusters Score -1660024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1660028.625000 Penalty: 3023.567139
	Iteration 27Q: 3 clusters Score -1660029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1660032.375000 Penalty: 3023.567139
	Iteration 28Q: 3 clusters Score -1660032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1660034.000000 Penalty: 3023.567139
	Iteration 29Q: 3 clusters Score -1660034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1660034.875000 Penalty: 3023.567139
	Iteration 30Q: 3 clusters Score -1660035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1660034.875000 Penalty: 3023.567139
	Iteration 31F: 3 clusters Score -1660035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -167275.187500 Penalty: 1159.030884
	Iteration 0F: 2 clusters Score -167275.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -165618.468750 Penalty: 2318.061768
	Iteration 0F: 3 clusters Score -165618.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -165953.875000 Penalty: 2318.061768
	Iteration 1F: 3 clusters Score -165953.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -166037.312500 Penalty: 2318.061768
	Iteration 2F: 3 clusters Score -166037.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -166090.718750 Penalty: 2318.061768
	Iteration 3Q: 3 clusters Score -166090.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -166126.328125 Penalty: 2318.061768
	Iteration 4Q: 3 clusters Score -166126.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -166150.562500 Penalty: 2318.061768
	Iteration 5Q: 3 clusters Score -166150.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -166176.031250 Penalty: 2318.061768
	Iteration 6Q: 3 clusters Score -166176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -166203.125000 Penalty: 2318.061768
	Iteration 7Q: 3 clusters Score -166203.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -166228.593750 Penalty: 2318.061768
	Iteration 8Q: 3 clusters Score -166228.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -166245.921875 Penalty: 2318.061768
	Iteration 9Q: 3 clusters Score -166245.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -166258.125000 Penalty: 2318.061768
	Iteration 10Q: 3 clusters Score -166258.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -166277.859375 Penalty: 2318.061768
	Iteration 11Q: 3 clusters Score -166277.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -166297.000000 Penalty: 2318.061768
	Iteration 12Q: 3 clusters Score -166297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -166312.671875 Penalty: 2318.061768
	Iteration 13Q: 3 clusters Score -166312.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -166325.937500 Penalty: 2318.061768
	Iteration 14Q: 3 clusters Score -166325.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -166338.609375 Penalty: 2318.061768
	Iteration 15Q: 3 clusters Score -166338.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -166354.062500 Penalty: 2318.061768
	Iteration 16Q: 3 clusters Score -166354.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -166380.500000 Penalty: 2318.061768
	Iteration 17Q: 3 clusters Score -166380.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -166408.359375 Penalty: 2318.061768
	Iteration 18Q: 3 clusters Score -166408.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -166420.015625 Penalty: 2318.061768
	Iteration 19Q: 3 clusters Score -166420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -166426.906250 Penalty: 2318.061768
	Iteration 20F: 3 clusters Score -166426.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -166433.593750 Penalty: 2318.061768
	Iteration 21Q: 3 clusters Score -166433.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -166436.156250 Penalty: 2318.061768
	Iteration 22Q: 3 clusters Score -166436.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -166438.265625 Penalty: 2318.061768
	Iteration 23Q: 3 clusters Score -166438.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -166441.875000 Penalty: 2318.061768
	Iteration 24Q: 3 clusters Score -166441.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -166445.750000 Penalty: 2318.061768
	Iteration 25Q: 3 clusters Score -166445.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -166449.921875 Penalty: 2318.061768
	Iteration 26Q: 3 clusters Score -166449.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -166457.046875 Penalty: 2318.061768
	Iteration 27Q: 3 clusters Score -166457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -166461.109375 Penalty: 2318.061768
	Iteration 28Q: 3 clusters Score -166461.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -166464.015625 Penalty: 2318.061768
	Iteration 29Q: 3 clusters Score -166464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -166467.187500 Penalty: 2318.061768
	Iteration 30Q: 3 clusters Score -166467.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -166468.609375 Penalty: 2318.061768
	Iteration 31Q: 3 clusters Score -166468.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -166469.453125 Penalty: 2318.061768
	Iteration 32Q: 3 clusters Score -166469.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -166469.453125 Penalty: 2318.061768
	Iteration 33F: 3 clusters Score -166469.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Entering Unmasked Estep 
Score: -258042.546875 Penalty: 1241.285522
	Iteration 0F: 2 clusters Score -258042.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -255918.953125 Penalty: 2482.571045
	Iteration 0F: 3 clusters Score -255919 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -256541.609375 Penalty: 2482.571045
	Iteration 1F: 3 clusters Score -256541.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -256782.687500 Penalty: 2482.571045
	Iteration 2F: 3 clusters Score -256782.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -256971.875000 Penalty: 2482.571045
	Iteration 3F: 3 clusters Score -256971.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -257167.687500 Penalty: 2482.571045
	Iteration 4F: 3 clusters Score -257167.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -257397.703125 Penalty: 2482.571045
	Iteration 5F: 3 clusters Score -257397.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -257596.953125 Penalty: 2482.571045
	Iteration 6F: 3 clusters Score -257597 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -257762.375000 Penalty: 2482.571045
	Iteration 7Q: 3 clusters Score -257762.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -257843.546875 Penalty: 2482.571045
	Iteration 8Q: 3 clusters Score -257843.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -257902.421875 Penalty: 2482.571045
	Iteration 9Q: 3 clusters Score -257902.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -257928.484375 Penalty: 2482.571045
	Iteration 10Q: 3 clusters Score -257928.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -257946.296875 Penalty: 2482.571045
	Iteration 11Q: 3 clusters Score -257946.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -257955.890625 Penalty: 2482.571045
	Iteration 12Q: 3 clusters Score -257955.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -257963.765625 Penalty: 2482.571045
	Iteration 13Q: 3 clusters Score -257963.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -257966.000000 Penalty: 2482.571045
	Iteration 14Q: 3 clusters Score -257966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -257968.609375 Penalty: 2482.571045
	Iteration 15Q: 3 clusters Score -257968.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -257970.906250 Penalty: 2482.571045
	Iteration 16Q: 3 clusters Score -257970.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -257973.437500 Penalty: 2482.571045
	Iteration 17Q: 3 clusters Score -257973.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -257975.656250 Penalty: 2482.571045
	Iteration 18Q: 3 clusters Score -257975.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -257978.187500 Penalty: 2482.571045
	Iteration 19Q: 3 clusters Score -257978.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -257981.359375 Penalty: 2482.571045
	Iteration 20F: 3 clusters Score -257981.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -257985.437500 Penalty: 2482.571045
	Iteration 21Q: 3 clusters Score -257985.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -257989.046875 Penalty: 2482.571045
	Iteration 22Q: 3 clusters Score -257989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -257992.328125 Penalty: 2482.571045
	Iteration 23Q: 3 clusters Score -257992.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -257993.562500 Penalty: 2482.571045
	Iteration 24Q: 3 clusters Score -257993.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -257993.875000 Penalty: 2482.571045
	Iteration 25Q: 3 clusters Score -257993.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -257993.875000 Penalty: 2482.571045
	Iteration 26F: 3 clusters Score -257993.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Entering Unmasked Estep 
Score: -1357283.875000 Penalty: 1488.806396
	Iteration 0F: 2 clusters Score -1357284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1350469.625000 Penalty: 2977.612793
	Iteration 0F: 3 clusters Score -1350470 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1352676.000000 Penalty: 2977.612793
	Iteration 1F: 3 clusters Score -1352676 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1352925.375000 Penalty: 2977.612793
	Iteration 2F: 3 clusters Score -1352925 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1353135.875000 Penalty: 2977.612793
	Iteration 3F: 3 clusters Score -1353136 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1353289.750000 Penalty: 2977.612793
	Iteration 4Q: 3 clusters Score -1353290 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1353427.625000 Penalty: 2977.612793
	Iteration 5Q: 3 clusters Score -1353428 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1353547.750000 Penalty: 2977.612793
	Iteration 6Q: 3 clusters Score -1353548 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1353679.500000 Penalty: 2977.612793
	Iteration 7Q: 3 clusters Score -1353680 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1353839.750000 Penalty: 2977.612793
	Iteration 8Q: 3 clusters Score -1353840 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1354005.000000 Penalty: 2977.612793
	Iteration 9Q: 3 clusters Score -1354005 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1354196.375000 Penalty: 2977.612793
	Iteration 10Q: 3 clusters Score -1354196 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1354401.500000 Penalty: 2977.612793
	Iteration 11Q: 3 clusters Score -1354402 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1354588.750000 Penalty: 2977.612793
	Iteration 12Q: 3 clusters Score -1354589 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1354779.000000 Penalty: 2977.612793
	Iteration 13Q: 3 clusters Score -1354779 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1354902.000000 Penalty: 2977.612793
	Iteration 14Q: 3 clusters Score -1354902 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1355013.250000 Penalty: 2977.612793
	Iteration 15Q: 3 clusters Score -1355013 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1355102.000000 Penalty: 2977.612793
	Iteration 16Q: 3 clusters Score -1355102 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1355178.375000 Penalty: 2977.612793
	Iteration 17Q: 3 clusters Score -1355178 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1355237.625000 Penalty: 2977.612793
	Iteration 18Q: 3 clusters Score -1355238 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1355304.625000 Penalty: 2977.612793
	Iteration 19Q: 3 clusters Score -1355305 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1355369.500000 Penalty: 2977.612793
	Iteration 20F: 3 clusters Score -1355370 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1355423.500000 Penalty: 2977.612793
	Iteration 21Q: 3 clusters Score -1355424 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1355477.875000 Penalty: 2977.612793
	Iteration 22Q: 3 clusters Score -1355478 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1355523.500000 Penalty: 2977.612793
	Iteration 23Q: 3 clusters Score -1355524 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1355576.000000 Penalty: 2977.612793
	Iteration 24Q: 3 clusters Score -1355576 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1355626.875000 Penalty: 2977.612793
	Iteration 25Q: 3 clusters Score -1355627 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1355675.875000 Penalty: 2977.612793
	Iteration 26Q: 3 clusters Score -1355676 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1355720.250000 Penalty: 2977.612793
	Iteration 27Q: 3 clusters Score -1355720 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1355765.375000 Penalty: 2977.612793
	Iteration 28Q: 3 clusters Score -1355765 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1355800.750000 Penalty: 2977.612793
	Iteration 29Q: 3 clusters Score -1355801 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1355829.625000 Penalty: 2977.612793
	Iteration 30Q: 3 clusters Score -1355830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1355860.500000 Penalty: 2977.612793
	Iteration 31Q: 3 clusters Score -1355860 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1355890.500000 Penalty: 2977.612793
	Iteration 32Q: 3 clusters Score -1355890 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1355915.250000 Penalty: 2977.612793
	Iteration 33Q: 3 clusters Score -1355915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1355934.750000 Penalty: 2977.612793
	Iteration 34Q: 3 clusters Score -1355935 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1355950.750000 Penalty: 2977.612793
	Iteration 35Q: 3 clusters Score -1355951 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1355965.125000 Penalty: 2977.612793
	Iteration 36Q: 3 clusters Score -1355965 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1355974.875000 Penalty: 2977.612793
	Iteration 37Q: 3 clusters Score -1355975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1355986.250000 Penalty: 2977.612793
	Iteration 38Q: 3 clusters Score -1355986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1355995.250000 Penalty: 2977.612793
	Iteration 39Q: 3 clusters Score -1355995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1356007.125000 Penalty: 2977.612793
	Iteration 40F: 3 clusters Score -1356007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1356022.250000 Penalty: 2977.612793
	Iteration 41Q: 3 clusters Score -1356022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1356029.875000 Penalty: 2977.612793
	Iteration 42Q: 3 clusters Score -1356030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1356037.875000 Penalty: 2977.612793
	Iteration 43Q: 3 clusters Score -1356038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1356040.250000 Penalty: 2977.612793
	Iteration 44Q: 3 clusters Score -1356040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1356044.375000 Penalty: 2977.612793
	Iteration 45Q: 3 clusters Score -1356044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1356047.500000 Penalty: 2977.612793
	Iteration 46Q: 3 clusters Score -1356048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1356049.750000 Penalty: 2977.612793
	Iteration 47Q: 3 clusters Score -1356050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1356050.750000 Penalty: 2977.612793
	Iteration 48Q: 3 clusters Score -1356051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1356054.250000 Penalty: 2977.612793
	Iteration 49Q: 3 clusters Score -1356054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1356054.375000 Penalty: 2977.612793
	Iteration 50Q: 3 clusters Score -1356054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1356058.000000 Penalty: 2977.612793
	Iteration 51Q: 3 clusters Score -1356058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1356060.750000 Penalty: 2977.612793
	Iteration 52Q: 3 clusters Score -1356061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1356061.250000 Penalty: 2977.612793
	Iteration 53Q: 3 clusters Score -1356061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1356061.250000 Penalty: 2977.612793
	Iteration 54F: 3 clusters Score -1356061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Entering Unmasked Estep 
Score: -2321265.750000 Penalty: 1564.324707
	Iteration 0F: 2 clusters Score -2321266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2311225.750000 Penalty: 3128.649414
	Iteration 0F: 3 clusters Score -2311226 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2315151.750000 Penalty: 3128.649414
	Iteration 1F: 3 clusters Score -2315152 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2315763.500000 Penalty: 3128.649414
	Iteration 2F: 3 clusters Score -2315764 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2316364.500000 Penalty: 3128.649414
	Iteration 3F: 3 clusters Score -2316364 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2316875.250000 Penalty: 3128.649414
	Iteration 4F: 3 clusters Score -2316875 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2317345.750000 Penalty: 3128.649414
	Iteration 5F: 3 clusters Score -2317346 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2317780.250000 Penalty: 3128.649414
	Iteration 6F: 3 clusters Score -2317780 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2318140.500000 Penalty: 3128.649414
	Iteration 7Q: 3 clusters Score -2318140 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2318476.000000 Penalty: 3128.649414
	Iteration 8Q: 3 clusters Score -2318476 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2318748.250000 Penalty: 3128.649414
	Iteration 9Q: 3 clusters Score -2318748 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2318944.250000 Penalty: 3128.649414
	Iteration 10Q: 3 clusters Score -2318944 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2319111.750000 Penalty: 3128.649414
	Iteration 11Q: 3 clusters Score -2319112 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2319265.000000 Penalty: 3128.649414
	Iteration 12Q: 3 clusters Score -2319265 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2319364.750000 Penalty: 3128.649414
	Iteration 13Q: 3 clusters Score -2319365 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2319449.750000 Penalty: 3128.649414
	Iteration 14Q: 3 clusters Score -2319450 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2319526.000000 Penalty: 3128.649414
	Iteration 15Q: 3 clusters Score -2319526 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2319589.250000 Penalty: 3128.649414
	Iteration 16Q: 3 clusters Score -2319589 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2319645.250000 Penalty: 3128.649414
	Iteration 17Q: 3 clusters Score -2319645 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2319673.000000 Penalty: 3128.649414
	Iteration 18Q: 3 clusters Score -2319673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2319706.250000 Penalty: 3128.649414
	Iteration 19Q: 3 clusters Score -2319706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2319724.250000 Penalty: 3128.649414
	Iteration 20F: 3 clusters Score -2319724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2319746.250000 Penalty: 3128.649414
	Iteration 21Q: 3 clusters Score -2319746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2319760.250000 Penalty: 3128.649414
	Iteration 22Q: 3 clusters Score -2319760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2319770.500000 Penalty: 3128.649414
	Iteration 23Q: 3 clusters Score -2319770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2319773.250000 Penalty: 3128.649414
	Iteration 24Q: 3 clusters Score -2319773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2319778.500000 Penalty: 3128.649414
	Iteration 25Q: 3 clusters Score -2319778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2319783.000000 Penalty: 3128.649414
	Iteration 26Q: 3 clusters Score -2319783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2319788.500000 Penalty: 3128.649414
	Iteration 27Q: 3 clusters Score -2319788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2319792.250000 Penalty: 3128.649414
	Iteration 28Q: 3 clusters Score -2319792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2319799.250000 Penalty: 3128.649414
	Iteration 29Q: 3 clusters Score -2319799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2319799.750000 Penalty: 3128.649414
	Iteration 30Q: 3 clusters Score -2319800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2319796.250000 Penalty: 3128.649414
	Iteration 31Q: 3 clusters Score -2319796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2319798.750000 Penalty: 3128.649414
	Iteration 32Q: 3 clusters Score -2319799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2319799.500000 Penalty: 3128.649414
	Iteration 33Q: 3 clusters Score -2319800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2319797.500000 Penalty: 3128.649414
	Iteration 34Q: 3 clusters Score -2319798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2319799.750000 Penalty: 3128.649414
	Iteration 35Q: 3 clusters Score -2319800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2319800.750000 Penalty: 3128.649414
	Iteration 36Q: 3 clusters Score -2319801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2319797.250000 Penalty: 3128.649414
	Iteration 37Q: 3 clusters Score -2319797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2319801.000000 Penalty: 3128.649414
	Iteration 38Q: 3 clusters Score -2319801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2319804.250000 Penalty: 3128.649414
	Iteration 39Q: 3 clusters Score -2319804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2319803.500000 Penalty: 3128.649414
	Iteration 40F: 3 clusters Score -2319804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Entering Unmasked Estep 
Score: -555202.500000 Penalty: 1352.468018
	Iteration 0F: 2 clusters Score -555202.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -551791.812500 Penalty: 2704.936035
	Iteration 0F: 3 clusters Score -551791.8 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -552826.187500 Penalty: 2704.936035
	Iteration 1F: 3 clusters Score -552826.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -553118.125000 Penalty: 2704.936035
	Iteration 2F: 3 clusters Score -553118.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -553381.437500 Penalty: 2704.936035
	Iteration 3F: 3 clusters Score -553381.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -553631.625000 Penalty: 2704.936035
	Iteration 4F: 3 clusters Score -553631.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -553851.750000 Penalty: 2704.936035
	Iteration 5F: 3 clusters Score -553851.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -554068.812500 Penalty: 2704.936035
	Iteration 6F: 3 clusters Score -554068.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -554217.187500 Penalty: 2704.936035
	Iteration 7Q: 3 clusters Score -554217.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -554335.437500 Penalty: 2704.936035
	Iteration 8Q: 3 clusters Score -554335.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -554415.062500 Penalty: 2704.936035
	Iteration 9Q: 3 clusters Score -554415.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -554488.187500 Penalty: 2704.936035
	Iteration 10Q: 3 clusters Score -554488.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -554545.312500 Penalty: 2704.936035
	Iteration 11Q: 3 clusters Score -554545.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -554582.062500 Penalty: 2704.936035
	Iteration 12Q: 3 clusters Score -554582.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -554602.125000 Penalty: 2704.936035
	Iteration 13Q: 3 clusters Score -554602.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -554612.187500 Penalty: 2704.936035
	Iteration 14Q: 3 clusters Score -554612.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -554618.125000 Penalty: 2704.936035
	Iteration 15Q: 3 clusters Score -554618.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -554621.625000 Penalty: 2704.936035
	Iteration 16Q: 3 clusters Score -554621.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -554626.187500 Penalty: 2704.936035
	Iteration 17Q: 3 clusters Score -554626.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -554629.312500 Penalty: 2704.936035
	Iteration 18Q: 3 clusters Score -554629.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -554631.875000 Penalty: 2704.936035
	Iteration 19Q: 3 clusters Score -554631.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -554634.937500 Penalty: 2704.936035
	Iteration 20F: 3 clusters Score -554634.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -554640.750000 Penalty: 2704.936035
	Iteration 21Q: 3 clusters Score -554640.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -554643.875000 Penalty: 2704.936035
	Iteration 22Q: 3 clusters Score -554643.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -554646.125000 Penalty: 2704.936035
	Iteration 23Q: 3 clusters Score -554646.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -554648.250000 Penalty: 2704.936035
	Iteration 24Q: 3 clusters Score -554648.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -554649.187500 Penalty: 2704.936035
	Iteration 25Q: 3 clusters Score -554649.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -554652.750000 Penalty: 2704.936035
	Iteration 26Q: 3 clusters Score -554652.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -554654.812500 Penalty: 2704.936035
	Iteration 27Q: 3 clusters Score -554654.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -554656.437500 Penalty: 2704.936035
	Iteration 28Q: 3 clusters Score -554656.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -554659.437500 Penalty: 2704.936035
	Iteration 29Q: 3 clusters Score -554659.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -554661.250000 Penalty: 2704.936035
	Iteration 30Q: 3 clusters Score -554661.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -554662.375000 Penalty: 2704.936035
	Iteration 31Q: 3 clusters Score -554662.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -554662.312500 Penalty: 2704.936035
	Iteration 32Q: 3 clusters Score -554662.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -554662.312500 Penalty: 2704.936035
	Iteration 33F: 3 clusters Score -554662.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Entering Unmasked Estep 
Score: -403283.031250 Penalty: 1303.293945
	Iteration 0F: 2 clusters Score -403283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -400615.343750 Penalty: 2606.587891
	Iteration 0F: 3 clusters Score -400615.3 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -401410.750000 Penalty: 2606.587891
	Iteration 1F: 3 clusters Score -401410.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -401708.750000 Penalty: 2606.587891
	Iteration 2F: 3 clusters Score -401708.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -401959.062500 Penalty: 2606.587891
	Iteration 3F: 3 clusters Score -401959.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -402109.218750 Penalty: 2606.587891
	Iteration 4F: 3 clusters Score -402109.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -402193.000000 Penalty: 2606.587891
	Iteration 5Q: 3 clusters Score -402193 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -402246.843750 Penalty: 2606.587891
	Iteration 6Q: 3 clusters Score -402246.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -402299.531250 Penalty: 2606.587891
	Iteration 7Q: 3 clusters Score -402299.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -402332.312500 Penalty: 2606.587891
	Iteration 8Q: 3 clusters Score -402332.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -402357.968750 Penalty: 2606.587891
	Iteration 9Q: 3 clusters Score -402358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -402377.593750 Penalty: 2606.587891
	Iteration 10Q: 3 clusters Score -402377.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -402398.406250 Penalty: 2606.587891
	Iteration 11Q: 3 clusters Score -402398.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -402420.062500 Penalty: 2606.587891
	Iteration 12Q: 3 clusters Score -402420.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -402439.843750 Penalty: 2606.587891
	Iteration 13Q: 3 clusters Score -402439.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -402450.468750 Penalty: 2606.587891
	Iteration 14Q: 3 clusters Score -402450.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -402458.093750 Penalty: 2606.587891
	Iteration 15Q: 3 clusters Score -402458.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -402463.500000 Penalty: 2606.587891
	Iteration 16Q: 3 clusters Score -402463.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -402466.000000 Penalty: 2606.587891
	Iteration 17Q: 3 clusters Score -402466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -402466.750000 Penalty: 2606.587891
	Iteration 18Q: 3 clusters Score -402466.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -402468.406250 Penalty: 2606.587891
	Iteration 19Q: 3 clusters Score -402468.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -402469.125000 Penalty: 2606.587891
	Iteration 20F: 3 clusters Score -402469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -402469.750000 Penalty: 2606.587891
	Iteration 21Q: 3 clusters Score -402469.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -402470.250000 Penalty: 2606.587891
	Iteration 22Q: 3 clusters Score -402470.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -402470.250000 Penalty: 2606.587891
	Iteration 23F: 3 clusters Score -402470.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Entering Unmasked Estep 
Score: -371284.281250 Penalty: 1289.358398
	Iteration 0F: 2 clusters Score -371284.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -368725.937500 Penalty: 2578.716797
	Iteration 0F: 3 clusters Score -368725.9 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -369386.281250 Penalty: 2578.716797
	Iteration 1F: 3 clusters Score -369386.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -369614.937500 Penalty: 2578.716797
	Iteration 2F: 3 clusters Score -369614.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -369853.687500 Penalty: 2578.716797
	Iteration 3F: 3 clusters Score -369853.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -370095.468750 Penalty: 2578.716797
	Iteration 4F: 3 clusters Score -370095.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -370328.343750 Penalty: 2578.716797
	Iteration 5F: 3 clusters Score -370328.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -370471.156250 Penalty: 2578.716797
	Iteration 6Q: 3 clusters Score -370471.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -370539.937500 Penalty: 2578.716797
	Iteration 7Q: 3 clusters Score -370539.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -370600.937500 Penalty: 2578.716797
	Iteration 8Q: 3 clusters Score -370600.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -370649.593750 Penalty: 2578.716797
	Iteration 9Q: 3 clusters Score -370649.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -370691.468750 Penalty: 2578.716797
	Iteration 10Q: 3 clusters Score -370691.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -370724.437500 Penalty: 2578.716797
	Iteration 11Q: 3 clusters Score -370724.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -370749.781250 Penalty: 2578.716797
	Iteration 12Q: 3 clusters Score -370749.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -370772.375000 Penalty: 2578.716797
	Iteration 13Q: 3 clusters Score -370772.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -370800.750000 Penalty: 2578.716797
	Iteration 14Q: 3 clusters Score -370800.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -370822.468750 Penalty: 2578.716797
	Iteration 15Q: 3 clusters Score -370822.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -370844.843750 Penalty: 2578.716797
	Iteration 16Q: 3 clusters Score -370844.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -370854.312500 Penalty: 2578.716797
	Iteration 17Q: 3 clusters Score -370854.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -370859.375000 Penalty: 2578.716797
	Iteration 18Q: 3 clusters Score -370859.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -370863.531250 Penalty: 2578.716797
	Iteration 19Q: 3 clusters Score -370863.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -370867.468750 Penalty: 2578.716797
	Iteration 20F: 3 clusters Score -370867.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -370869.218750 Penalty: 2578.716797
	Iteration 21Q: 3 clusters Score -370869.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -370871.093750 Penalty: 2578.716797
	Iteration 22Q: 3 clusters Score -370871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -370872.218750 Penalty: 2578.716797
	Iteration 23Q: 3 clusters Score -370872.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -370872.843750 Penalty: 2578.716797
	Iteration 24Q: 3 clusters Score -370872.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -370874.281250 Penalty: 2578.716797
	Iteration 25Q: 3 clusters Score -370874.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -370874.437500 Penalty: 2578.716797
	Iteration 26Q: 3 clusters Score -370874.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -370876.750000 Penalty: 2578.716797
	Iteration 27Q: 3 clusters Score -370876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -370877.500000 Penalty: 2578.716797
	Iteration 28Q: 3 clusters Score -370877.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -370878.187500 Penalty: 2578.716797
	Iteration 29Q: 3 clusters Score -370878.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -370878.625000 Penalty: 2578.716797
	Iteration 30Q: 3 clusters Score -370878.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -370880.031250 Penalty: 2578.716797
	Iteration 31Q: 3 clusters Score -370880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -370880.906250 Penalty: 2578.716797
	Iteration 32Q: 3 clusters Score -370880.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -370882.156250 Penalty: 2578.716797
	Iteration 33Q: 3 clusters Score -370882.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -370883.500000 Penalty: 2578.716797
	Iteration 34Q: 3 clusters Score -370883.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -370885.000000 Penalty: 2578.716797
	Iteration 35Q: 3 clusters Score -370885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -370888.218750 Penalty: 2578.716797
	Iteration 36Q: 3 clusters Score -370888.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -370890.562500 Penalty: 2578.716797
	Iteration 37Q: 3 clusters Score -370890.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -370896.937500 Penalty: 2578.716797
	Iteration 38Q: 3 clusters Score -370896.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -370900.875000 Penalty: 2578.716797
	Iteration 39Q: 3 clusters Score -370900.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -370906.593750 Penalty: 2578.716797
	Iteration 40F: 3 clusters Score -370906.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -370913.437500 Penalty: 2578.716797
	Iteration 41Q: 3 clusters Score -370913.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -370918.531250 Penalty: 2578.716797
	Iteration 42Q: 3 clusters Score -370918.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -370922.343750 Penalty: 2578.716797
	Iteration 43Q: 3 clusters Score -370922.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -370923.687500 Penalty: 2578.716797
	Iteration 44Q: 3 clusters Score -370923.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -370925.968750 Penalty: 2578.716797
	Iteration 45Q: 3 clusters Score -370926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -370932.375000 Penalty: 2578.716797
	Iteration 46Q: 3 clusters Score -370932.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -370936.093750 Penalty: 2578.716797
	Iteration 47Q: 3 clusters Score -370936.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -370939.687500 Penalty: 2578.716797
	Iteration 48Q: 3 clusters Score -370939.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -370942.250000 Penalty: 2578.716797
	Iteration 49Q: 3 clusters Score -370942.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -370944.750000 Penalty: 2578.716797
	Iteration 50Q: 3 clusters Score -370944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -370944.687500 Penalty: 2578.716797
	Iteration 51Q: 3 clusters Score -370944.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -370944.687500 Penalty: 2578.716797
	Iteration 52F: 3 clusters Score -370944.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (14728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Entering Unmasked Estep 
Score: -2231183.500000 Penalty: 1559.594604
	Iteration 0F: 2 clusters Score -2231184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2221278.750000 Penalty: 3119.189209
	Iteration 0F: 3 clusters Score -2221279 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2224796.500000 Penalty: 3119.189209
	Iteration 1F: 3 clusters Score -2224796 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2225106.750000 Penalty: 3119.189209
	Iteration 2F: 3 clusters Score -2225107 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2225398.500000 Penalty: 3119.189209
	Iteration 3Q: 3 clusters Score -2225398 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2225651.500000 Penalty: 3119.189209
	Iteration 4Q: 3 clusters Score -2225652 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2225887.750000 Penalty: 3119.189209
	Iteration 5Q: 3 clusters Score -2225888 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2226111.750000 Penalty: 3119.189209
	Iteration 6Q: 3 clusters Score -2226112 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2226333.500000 Penalty: 3119.189209
	Iteration 7Q: 3 clusters Score -2226334 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2226529.250000 Penalty: 3119.189209
	Iteration 8Q: 3 clusters Score -2226529 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2226731.000000 Penalty: 3119.189209
	Iteration 9Q: 3 clusters Score -2226731 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2226921.750000 Penalty: 3119.189209
	Iteration 10Q: 3 clusters Score -2226922 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2227125.250000 Penalty: 3119.189209
	Iteration 11Q: 3 clusters Score -2227125 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2227321.000000 Penalty: 3119.189209
	Iteration 12Q: 3 clusters Score -2227321 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2227551.750000 Penalty: 3119.189209
	Iteration 13Q: 3 clusters Score -2227552 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2227838.250000 Penalty: 3119.189209
	Iteration 14Q: 3 clusters Score -2227838 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2228126.500000 Penalty: 3119.189209
	Iteration 15Q: 3 clusters Score -2228126 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2228409.750000 Penalty: 3119.189209
	Iteration 16Q: 3 clusters Score -2228410 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2228659.750000 Penalty: 3119.189209
	Iteration 17Q: 3 clusters Score -2228660 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2228835.750000 Penalty: 3119.189209
	Iteration 18Q: 3 clusters Score -2228836 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2228959.250000 Penalty: 3119.189209
	Iteration 19Q: 3 clusters Score -2228959 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2229019.000000 Penalty: 3119.189209
	Iteration 20F: 3 clusters Score -2229019 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2229049.750000 Penalty: 3119.189209
	Iteration 21Q: 3 clusters Score -2229050 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2229076.500000 Penalty: 3119.189209
	Iteration 22Q: 3 clusters Score -2229076 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2229106.250000 Penalty: 3119.189209
	Iteration 23Q: 3 clusters Score -2229106 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2229131.750000 Penalty: 3119.189209
	Iteration 24Q: 3 clusters Score -2229132 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2229149.500000 Penalty: 3119.189209
	Iteration 25Q: 3 clusters Score -2229150 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2229167.000000 Penalty: 3119.189209
	Iteration 26Q: 3 clusters Score -2229167 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2229187.500000 Penalty: 3119.189209
	Iteration 27Q: 3 clusters Score -2229188 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2229206.500000 Penalty: 3119.189209
	Iteration 28Q: 3 clusters Score -2229206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2229220.750000 Penalty: 3119.189209
	Iteration 29Q: 3 clusters Score -2229221 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2229238.500000 Penalty: 3119.189209
	Iteration 30Q: 3 clusters Score -2229238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2229251.750000 Penalty: 3119.189209
	Iteration 31Q: 3 clusters Score -2229252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2229268.000000 Penalty: 3119.189209
	Iteration 32Q: 3 clusters Score -2229268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2229283.500000 Penalty: 3119.189209
	Iteration 33Q: 3 clusters Score -2229284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2229296.750000 Penalty: 3119.189209
	Iteration 34Q: 3 clusters Score -2229297 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2229305.750000 Penalty: 3119.189209
	Iteration 35Q: 3 clusters Score -2229306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2229312.250000 Penalty: 3119.189209
	Iteration 36Q: 3 clusters Score -2229312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2229326.500000 Penalty: 3119.189209
	Iteration 37Q: 3 clusters Score -2229326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2229332.250000 Penalty: 3119.189209
	Iteration 38Q: 3 clusters Score -2229332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2229347.250000 Penalty: 3119.189209
	Iteration 39Q: 3 clusters Score -2229347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2229356.500000 Penalty: 3119.189209
	Iteration 40F: 3 clusters Score -2229356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2229368.000000 Penalty: 3119.189209
	Iteration 41Q: 3 clusters Score -2229368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2229387.750000 Penalty: 3119.189209
	Iteration 42Q: 3 clusters Score -2229388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2229391.000000 Penalty: 3119.189209
	Iteration 43Q: 3 clusters Score -2229391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2229399.000000 Penalty: 3119.189209
	Iteration 44Q: 3 clusters Score -2229399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2229404.000000 Penalty: 3119.189209
	Iteration 45Q: 3 clusters Score -2229404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2229403.750000 Penalty: 3119.189209
	Iteration 46Q: 3 clusters Score -2229404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2229406.000000 Penalty: 3119.189209
	Iteration 47Q: 3 clusters Score -2229406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2229412.500000 Penalty: 3119.189209
	Iteration 48Q: 3 clusters Score -2229412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2229416.000000 Penalty: 3119.189209
	Iteration 49Q: 3 clusters Score -2229416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2229420.750000 Penalty: 3119.189209
	Iteration 50Q: 3 clusters Score -2229421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2229430.000000 Penalty: 3119.189209
	Iteration 51Q: 3 clusters Score -2229430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2229426.750000 Penalty: 3119.189209
	Iteration 52Q: 3 clusters Score -2229427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2229438.500000 Penalty: 3119.189209
	Iteration 53Q: 3 clusters Score -2229438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2229445.750000 Penalty: 3119.189209
	Iteration 54Q: 3 clusters Score -2229446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2229450.750000 Penalty: 3119.189209
	Iteration 55Q: 3 clusters Score -2229451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2229449.750000 Penalty: 3119.189209
	Iteration 56Q: 3 clusters Score -2229450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2229458.250000 Penalty: 3119.189209
	Iteration 57Q: 3 clusters Score -2229458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2229467.250000 Penalty: 3119.189209
	Iteration 58Q: 3 clusters Score -2229467 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2229474.000000 Penalty: 3119.189209
	Iteration 59Q: 3 clusters Score -2229474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2229490.000000 Penalty: 3119.189209
	Iteration 60F: 3 clusters Score -2229490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2229500.750000 Penalty: 3119.189209
	Iteration 61Q: 3 clusters Score -2229501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2229515.500000 Penalty: 3119.189209
	Iteration 62Q: 3 clusters Score -2229516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2229524.250000 Penalty: 3119.189209
	Iteration 63Q: 3 clusters Score -2229524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2229528.500000 Penalty: 3119.189209
	Iteration 64Q: 3 clusters Score -2229528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2229530.750000 Penalty: 3119.189209
	Iteration 65Q: 3 clusters Score -2229531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2229537.500000 Penalty: 3119.189209
	Iteration 66Q: 3 clusters Score -2229538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2229540.250000 Penalty: 3119.189209
	Iteration 67Q: 3 clusters Score -2229540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2229545.500000 Penalty: 3119.189209
	Iteration 68Q: 3 clusters Score -2229546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2229550.500000 Penalty: 3119.189209
	Iteration 69Q: 3 clusters Score -2229550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2229555.000000 Penalty: 3119.189209
	Iteration 70Q: 3 clusters Score -2229555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2229560.000000 Penalty: 3119.189209
	Iteration 71Q: 3 clusters Score -2229560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2229563.500000 Penalty: 3119.189209
	Iteration 72Q: 3 clusters Score -2229564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2229570.500000 Penalty: 3119.189209
	Iteration 73Q: 3 clusters Score -2229570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2229582.750000 Penalty: 3119.189209
	Iteration 74Q: 3 clusters Score -2229583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2229597.000000 Penalty: 3119.189209
	Iteration 75Q: 3 clusters Score -2229597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2229600.250000 Penalty: 3119.189209
	Iteration 76Q: 3 clusters Score -2229600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2229603.750000 Penalty: 3119.189209
	Iteration 77Q: 3 clusters Score -2229604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2229608.500000 Penalty: 3119.189209
	Iteration 78Q: 3 clusters Score -2229608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2229610.000000 Penalty: 3119.189209
	Iteration 79Q: 3 clusters Score -2229610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2229616.500000 Penalty: 3119.189209
	Iteration 80F: 3 clusters Score -2229616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2229622.500000 Penalty: 3119.189209
	Iteration 81Q: 3 clusters Score -2229622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2229625.500000 Penalty: 3119.189209
	Iteration 82Q: 3 clusters Score -2229626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2229625.500000 Penalty: 3119.189209
	Iteration 83Q: 3 clusters Score -2229626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2229628.000000 Penalty: 3119.189209
	Iteration 84Q: 3 clusters Score -2229628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2229632.500000 Penalty: 3119.189209
	Iteration 85Q: 3 clusters Score -2229632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2229629.000000 Penalty: 3119.189209
	Iteration 86Q: 3 clusters Score -2229629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2229625.500000 Penalty: 3119.189209
	Iteration 87Q: 3 clusters Score -2229626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2229630.500000 Penalty: 3119.189209
	Iteration 88Q: 3 clusters Score -2229630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2229632.500000 Penalty: 3119.189209
	Iteration 89Q: 3 clusters Score -2229632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2229634.750000 Penalty: 3119.189209
	Iteration 90Q: 3 clusters Score -2229635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2229636.250000 Penalty: 3119.189209
	Iteration 91Q: 3 clusters Score -2229636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2229641.500000 Penalty: 3119.189209
	Iteration 92Q: 3 clusters Score -2229642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2229641.750000 Penalty: 3119.189209
	Iteration 93Q: 3 clusters Score -2229642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2229640.500000 Penalty: 3119.189209
	Iteration 94Q: 3 clusters Score -2229640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2229646.000000 Penalty: 3119.189209
	Iteration 95Q: 3 clusters Score -2229646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2229646.750000 Penalty: 3119.189209
	Iteration 96Q: 3 clusters Score -2229647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2229649.500000 Penalty: 3119.189209
	Iteration 97Q: 3 clusters Score -2229650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2229649.500000 Penalty: 3119.189209
	Iteration 98Q: 3 clusters Score -2229650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2229647.500000 Penalty: 3119.189209
	Iteration 99Q: 3 clusters Score -2229648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2229650.250000 Penalty: 3119.189209
	Iteration 100F: 3 clusters Score -2229650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Entering Unmasked Estep 
Score: -168154.265625 Penalty: 1164.894287
	Iteration 0F: 2 clusters Score -168154.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -166519.234375 Penalty: 2329.788574
	Iteration 0F: 3 clusters Score -166519.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -166922.015625 Penalty: 2329.788574
	Iteration 1F: 3 clusters Score -166922 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -167094.671875 Penalty: 2329.788574
	Iteration 2F: 3 clusters Score -167094.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -167223.937500 Penalty: 2329.788574
	Iteration 3F: 3 clusters Score -167223.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -167321.953125 Penalty: 2329.788574
	Iteration 4F: 3 clusters Score -167322 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -167386.375000 Penalty: 2329.788574
	Iteration 5Q: 3 clusters Score -167386.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -167430.093750 Penalty: 2329.788574
	Iteration 6Q: 3 clusters Score -167430.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -167463.625000 Penalty: 2329.788574
	Iteration 7Q: 3 clusters Score -167463.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -167496.703125 Penalty: 2329.788574
	Iteration 8Q: 3 clusters Score -167496.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -167548.312500 Penalty: 2329.788574
	Iteration 9Q: 3 clusters Score -167548.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -167627.312500 Penalty: 2329.788574
	Iteration 10Q: 3 clusters Score -167627.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -167688.984375 Penalty: 2329.788574
	Iteration 11Q: 3 clusters Score -167689 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -167749.859375 Penalty: 2329.788574
	Iteration 12Q: 3 clusters Score -167749.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -167806.796875 Penalty: 2329.788574
	Iteration 13Q: 3 clusters Score -167806.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -167834.687500 Penalty: 2329.788574
	Iteration 14Q: 3 clusters Score -167834.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -167869.406250 Penalty: 2329.788574
	Iteration 15Q: 3 clusters Score -167869.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -167899.156250 Penalty: 2329.788574
	Iteration 16Q: 3 clusters Score -167899.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -167923.828125 Penalty: 2329.788574
	Iteration 17Q: 3 clusters Score -167923.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -167939.921875 Penalty: 2329.788574
	Iteration 18Q: 3 clusters Score -167939.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -167958.515625 Penalty: 2329.788574
	Iteration 19Q: 3 clusters Score -167958.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -167984.703125 Penalty: 2329.788574
	Iteration 20F: 3 clusters Score -167984.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -168007.375000 Penalty: 2329.788574
	Iteration 21Q: 3 clusters Score -168007.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -168024.750000 Penalty: 2329.788574
	Iteration 22Q: 3 clusters Score -168024.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -168030.984375 Penalty: 2329.788574
	Iteration 23Q: 3 clusters Score -168031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -168034.015625 Penalty: 2329.788574
	Iteration 24Q: 3 clusters Score -168034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -168040.156250 Penalty: 2329.788574
	Iteration 25Q: 3 clusters Score -168040.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -168053.734375 Penalty: 2329.788574
	Iteration 26Q: 3 clusters Score -168053.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -168061.593750 Penalty: 2329.788574
	Iteration 27Q: 3 clusters Score -168061.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -168067.296875 Penalty: 2329.788574
	Iteration 28Q: 3 clusters Score -168067.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -168072.343750 Penalty: 2329.788574
	Iteration 29Q: 3 clusters Score -168072.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -168080.312500 Penalty: 2329.788574
	Iteration 30Q: 3 clusters Score -168080.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -168085.562500 Penalty: 2329.788574
	Iteration 31Q: 3 clusters Score -168085.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -168087.875000 Penalty: 2329.788574
	Iteration 32Q: 3 clusters Score -168087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -168089.218750 Penalty: 2329.788574
	Iteration 33Q: 3 clusters Score -168089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -168090.265625 Penalty: 2329.788574
	Iteration 34Q: 3 clusters Score -168090.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -168090.500000 Penalty: 2329.788574
	Iteration 35Q: 3 clusters Score -168090.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -168090.500000 Penalty: 2329.788574
	Iteration 36F: 3 clusters Score -168090.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Entering Unmasked Estep 
Score: -188740.421875 Penalty: 1177.881958
	Iteration 0F: 2 clusters Score -188740.4 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 719 members 
Entering Unmasked Estep 
Score: -187027.687500 Penalty: 2355.763916
	Iteration 0F: 3 clusters Score -187027.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -187389.234375 Penalty: 2355.763916
	Iteration 1F: 3 clusters Score -187389.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -187484.531250 Penalty: 2355.763916
	Iteration 2F: 3 clusters Score -187484.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -187538.375000 Penalty: 2355.763916
	Iteration 3F: 3 clusters Score -187538.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -187573.718750 Penalty: 2355.763916
	Iteration 4Q: 3 clusters Score -187573.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -187602.671875 Penalty: 2355.763916
	Iteration 5Q: 3 clusters Score -187602.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -187627.015625 Penalty: 2355.763916
	Iteration 6Q: 3 clusters Score -187627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -187643.375000 Penalty: 2355.763916
	Iteration 7Q: 3 clusters Score -187643.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -187655.359375 Penalty: 2355.763916
	Iteration 8Q: 3 clusters Score -187655.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -187662.125000 Penalty: 2355.763916
	Iteration 9Q: 3 clusters Score -187662.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -187668.234375 Penalty: 2355.763916
	Iteration 10Q: 3 clusters Score -187668.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -187676.968750 Penalty: 2355.763916
	Iteration 11Q: 3 clusters Score -187677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -187686.781250 Penalty: 2355.763916
	Iteration 12Q: 3 clusters Score -187686.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -187693.234375 Penalty: 2355.763916
	Iteration 13Q: 3 clusters Score -187693.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -187695.890625 Penalty: 2355.763916
	Iteration 14Q: 3 clusters Score -187695.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -187698.734375 Penalty: 2355.763916
	Iteration 15Q: 3 clusters Score -187698.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -187701.656250 Penalty: 2355.763916
	Iteration 16Q: 3 clusters Score -187701.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -187702.687500 Penalty: 2355.763916
	Iteration 17Q: 3 clusters Score -187702.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -187702.859375 Penalty: 2355.763916
	Iteration 18Q: 3 clusters Score -187702.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -187706.218750 Penalty: 2355.763916
	Iteration 19Q: 3 clusters Score -187706.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -187706.765625 Penalty: 2355.763916
	Iteration 20F: 3 clusters Score -187706.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Entering Unmasked Estep 
Score: -1056671.875000 Penalty: 1441.687988
	Iteration 0F: 2 clusters Score -1056672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1051380.750000 Penalty: 2883.375977
	Iteration 0F: 3 clusters Score -1051381 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1052990.875000 Penalty: 2883.375977
	Iteration 1F: 3 clusters Score -1052991 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1053178.625000 Penalty: 2883.375977
	Iteration 2F: 3 clusters Score -1053179 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1053314.750000 Penalty: 2883.375977
	Iteration 3Q: 3 clusters Score -1053315 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1053437.000000 Penalty: 2883.375977
	Iteration 4Q: 3 clusters Score -1053437 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1053551.625000 Penalty: 2883.375977
	Iteration 5Q: 3 clusters Score -1053552 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1053653.500000 Penalty: 2883.375977
	Iteration 6Q: 3 clusters Score -1053654 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1053753.125000 Penalty: 2883.375977
	Iteration 7Q: 3 clusters Score -1053753 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1053874.375000 Penalty: 2883.375977
	Iteration 8Q: 3 clusters Score -1053874 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1054018.250000 Penalty: 2883.375977
	Iteration 9Q: 3 clusters Score -1054018 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1054179.250000 Penalty: 2883.375977
	Iteration 10Q: 3 clusters Score -1054179 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1054328.875000 Penalty: 2883.375977
	Iteration 11Q: 3 clusters Score -1054329 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1054467.750000 Penalty: 2883.375977
	Iteration 12Q: 3 clusters Score -1054468 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1054588.250000 Penalty: 2883.375977
	Iteration 13Q: 3 clusters Score -1054588 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1054709.375000 Penalty: 2883.375977
	Iteration 14Q: 3 clusters Score -1054709 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1054835.875000 Penalty: 2883.375977
	Iteration 15Q: 3 clusters Score -1054836 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1054925.125000 Penalty: 2883.375977
	Iteration 16Q: 3 clusters Score -1054925 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1054988.250000 Penalty: 2883.375977
	Iteration 17Q: 3 clusters Score -1054988 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1055033.500000 Penalty: 2883.375977
	Iteration 18Q: 3 clusters Score -1055034 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1055077.500000 Penalty: 2883.375977
	Iteration 19Q: 3 clusters Score -1055078 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1055116.625000 Penalty: 2883.375977
	Iteration 20F: 3 clusters Score -1055117 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1055149.750000 Penalty: 2883.375977
	Iteration 21Q: 3 clusters Score -1055150 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1055184.875000 Penalty: 2883.375977
	Iteration 22Q: 3 clusters Score -1055185 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1055213.875000 Penalty: 2883.375977
	Iteration 23Q: 3 clusters Score -1055214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1055239.375000 Penalty: 2883.375977
	Iteration 24Q: 3 clusters Score -1055239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1055257.500000 Penalty: 2883.375977
	Iteration 25Q: 3 clusters Score -1055258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1055269.500000 Penalty: 2883.375977
	Iteration 26Q: 3 clusters Score -1055270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1055285.875000 Penalty: 2883.375977
	Iteration 27Q: 3 clusters Score -1055286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1055304.125000 Penalty: 2883.375977
	Iteration 28Q: 3 clusters Score -1055304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1055314.375000 Penalty: 2883.375977
	Iteration 29Q: 3 clusters Score -1055314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1055320.375000 Penalty: 2883.375977
	Iteration 30Q: 3 clusters Score -1055320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1055326.250000 Penalty: 2883.375977
	Iteration 31Q: 3 clusters Score -1055326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1055329.625000 Penalty: 2883.375977
	Iteration 32Q: 3 clusters Score -1055330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1055332.250000 Penalty: 2883.375977
	Iteration 33Q: 3 clusters Score -1055332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1055335.500000 Penalty: 2883.375977
	Iteration 34Q: 3 clusters Score -1055336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1055340.000000 Penalty: 2883.375977
	Iteration 35Q: 3 clusters Score -1055340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1055344.125000 Penalty: 2883.375977
	Iteration 36Q: 3 clusters Score -1055344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1055347.125000 Penalty: 2883.375977
	Iteration 37Q: 3 clusters Score -1055347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1055352.125000 Penalty: 2883.375977
	Iteration 38Q: 3 clusters Score -1055352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1055355.125000 Penalty: 2883.375977
	Iteration 39Q: 3 clusters Score -1055355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1055357.125000 Penalty: 2883.375977
	Iteration 40F: 3 clusters Score -1055357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Entering Unmasked Estep 
Score: -1402067.500000 Penalty: 1492.516235
	Iteration 0F: 2 clusters Score -1402068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1395098.875000 Penalty: 2985.032471
	Iteration 0F: 3 clusters Score -1395099 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1397357.375000 Penalty: 2985.032471
	Iteration 1F: 3 clusters Score -1397357 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1397753.750000 Penalty: 2985.032471
	Iteration 2F: 3 clusters Score -1397754 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1398194.375000 Penalty: 2985.032471
	Iteration 3F: 3 clusters Score -1398194 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1398585.625000 Penalty: 2985.032471
	Iteration 4F: 3 clusters Score -1398586 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1398926.500000 Penalty: 2985.032471
	Iteration 5F: 3 clusters Score -1398926 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1399222.125000 Penalty: 2985.032471
	Iteration 6F: 3 clusters Score -1399222 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1399451.375000 Penalty: 2985.032471
	Iteration 7Q: 3 clusters Score -1399451 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1399641.375000 Penalty: 2985.032471
	Iteration 8Q: 3 clusters Score -1399641 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1399785.000000 Penalty: 2985.032471
	Iteration 9Q: 3 clusters Score -1399785 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1399890.875000 Penalty: 2985.032471
	Iteration 10Q: 3 clusters Score -1399891 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1399969.500000 Penalty: 2985.032471
	Iteration 11Q: 3 clusters Score -1399970 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1400028.625000 Penalty: 2985.032471
	Iteration 12Q: 3 clusters Score -1400029 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1400106.125000 Penalty: 2985.032471
	Iteration 13Q: 3 clusters Score -1400106 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1400163.125000 Penalty: 2985.032471
	Iteration 14Q: 3 clusters Score -1400163 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1400221.125000 Penalty: 2985.032471
	Iteration 15Q: 3 clusters Score -1400221 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1400272.500000 Penalty: 2985.032471
	Iteration 16Q: 3 clusters Score -1400272 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1400315.375000 Penalty: 2985.032471
	Iteration 17Q: 3 clusters Score -1400315 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1400356.375000 Penalty: 2985.032471
	Iteration 18Q: 3 clusters Score -1400356 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1400397.500000 Penalty: 2985.032471
	Iteration 19Q: 3 clusters Score -1400398 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1400444.125000 Penalty: 2985.032471
	Iteration 20F: 3 clusters Score -1400444 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1400490.375000 Penalty: 2985.032471
	Iteration 21Q: 3 clusters Score -1400490 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1400524.250000 Penalty: 2985.032471
	Iteration 22Q: 3 clusters Score -1400524 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1400552.750000 Penalty: 2985.032471
	Iteration 23Q: 3 clusters Score -1400553 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1400577.375000 Penalty: 2985.032471
	Iteration 24Q: 3 clusters Score -1400577 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1400609.500000 Penalty: 2985.032471
	Iteration 25Q: 3 clusters Score -1400610 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1400643.250000 Penalty: 2985.032471
	Iteration 26Q: 3 clusters Score -1400643 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1400676.000000 Penalty: 2985.032471
	Iteration 27Q: 3 clusters Score -1400676 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1400714.250000 Penalty: 2985.032471
	Iteration 28Q: 3 clusters Score -1400714 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1400743.500000 Penalty: 2985.032471
	Iteration 29Q: 3 clusters Score -1400744 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1400773.375000 Penalty: 2985.032471
	Iteration 30Q: 3 clusters Score -1400773 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1400806.375000 Penalty: 2985.032471
	Iteration 31Q: 3 clusters Score -1400806 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1400850.500000 Penalty: 2985.032471
	Iteration 32Q: 3 clusters Score -1400850 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1400886.500000 Penalty: 2985.032471
	Iteration 33Q: 3 clusters Score -1400886 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1400923.875000 Penalty: 2985.032471
	Iteration 34Q: 3 clusters Score -1400924 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1400960.375000 Penalty: 2985.032471
	Iteration 35Q: 3 clusters Score -1400960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1400997.875000 Penalty: 2985.032471
	Iteration 36Q: 3 clusters Score -1400998 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1401030.750000 Penalty: 2985.032471
	Iteration 37Q: 3 clusters Score -1401031 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1401084.125000 Penalty: 2985.032471
	Iteration 38Q: 3 clusters Score -1401084 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1401129.500000 Penalty: 2985.032471
	Iteration 39Q: 3 clusters Score -1401130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1401190.875000 Penalty: 2985.032471
	Iteration 40F: 3 clusters Score -1401191 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1401257.000000 Penalty: 2985.032471
	Iteration 41Q: 3 clusters Score -1401257 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1401295.875000 Penalty: 2985.032471
	Iteration 42Q: 3 clusters Score -1401296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1401331.125000 Penalty: 2985.032471
	Iteration 43Q: 3 clusters Score -1401331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1401364.625000 Penalty: 2985.032471
	Iteration 44Q: 3 clusters Score -1401365 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1401399.250000 Penalty: 2985.032471
	Iteration 45Q: 3 clusters Score -1401399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1401413.500000 Penalty: 2985.032471
	Iteration 46Q: 3 clusters Score -1401414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1401423.250000 Penalty: 2985.032471
	Iteration 47Q: 3 clusters Score -1401423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1401432.125000 Penalty: 2985.032471
	Iteration 48Q: 3 clusters Score -1401432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1401436.750000 Penalty: 2985.032471
	Iteration 49Q: 3 clusters Score -1401437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1401437.500000 Penalty: 2985.032471
	Iteration 50Q: 3 clusters Score -1401438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1401439.750000 Penalty: 2985.032471
	Iteration 51Q: 3 clusters Score -1401440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1401440.750000 Penalty: 2985.032471
	Iteration 52Q: 3 clusters Score -1401441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1401440.125000 Penalty: 2985.032471
	Iteration 53Q: 3 clusters Score -1401440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1401439.875000 Penalty: 2985.032471
	Iteration 54Q: 3 clusters Score -1401440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1401439.875000 Penalty: 2985.032471
	Iteration 55Q: 3 clusters Score -1401440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1401443.625000 Penalty: 2985.032471
	Iteration 56Q: 3 clusters Score -1401444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1401447.750000 Penalty: 2985.032471
	Iteration 57Q: 3 clusters Score -1401448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1401445.750000 Penalty: 2985.032471
	Iteration 58Q: 3 clusters Score -1401446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1401445.750000 Penalty: 2985.032471
	Iteration 59F: 3 clusters Score -1401446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (20411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Entering Unmasked Estep 
Score: -3115475.250000 Penalty: 1612.622192
	Iteration 0F: 2 clusters Score -3115475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -3102364.500000 Penalty: 3225.244385
	Iteration 0F: 3 clusters Score -3102364 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -3107344.000000 Penalty: 3225.244385
	Iteration 1F: 3 clusters Score -3107344 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -3107761.250000 Penalty: 3225.244385
	Iteration 2F: 3 clusters Score -3107761 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -3108185.750000 Penalty: 3225.244385
	Iteration 3F: 3 clusters Score -3108186 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -3108597.750000 Penalty: 3225.244385
	Iteration 4Q: 3 clusters Score -3108598 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -3109058.750000 Penalty: 3225.244385
	Iteration 5Q: 3 clusters Score -3109059 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -3109552.500000 Penalty: 3225.244385
	Iteration 6Q: 3 clusters Score -3109552 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -3110077.000000 Penalty: 3225.244385
	Iteration 7Q: 3 clusters Score -3110077 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -3110734.500000 Penalty: 3225.244385
	Iteration 8Q: 3 clusters Score -3110734 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3111359.000000 Penalty: 3225.244385
	Iteration 9Q: 3 clusters Score -3111359 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -3111924.000000 Penalty: 3225.244385
	Iteration 10Q: 3 clusters Score -3111924 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -3112362.250000 Penalty: 3225.244385
	Iteration 11Q: 3 clusters Score -3112362 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -3112714.750000 Penalty: 3225.244385
	Iteration 12Q: 3 clusters Score -3112715 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -3113010.750000 Penalty: 3225.244385
	Iteration 13Q: 3 clusters Score -3113011 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -3113250.250000 Penalty: 3225.244385
	Iteration 14Q: 3 clusters Score -3113250 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -3113458.750000 Penalty: 3225.244385
	Iteration 15Q: 3 clusters Score -3113459 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3113647.000000 Penalty: 3225.244385
	Iteration 16Q: 3 clusters Score -3113647 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -3113794.250000 Penalty: 3225.244385
	Iteration 17Q: 3 clusters Score -3113794 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -3113918.750000 Penalty: 3225.244385
	Iteration 18Q: 3 clusters Score -3113919 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -3114009.500000 Penalty: 3225.244385
	Iteration 19Q: 3 clusters Score -3114010 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -3114086.750000 Penalty: 3225.244385
	Iteration 20F: 3 clusters Score -3114087 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -3114136.750000 Penalty: 3225.244385
	Iteration 21Q: 3 clusters Score -3114137 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -3114197.000000 Penalty: 3225.244385
	Iteration 22Q: 3 clusters Score -3114197 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -3114245.250000 Penalty: 3225.244385
	Iteration 23Q: 3 clusters Score -3114245 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -3114273.000000 Penalty: 3225.244385
	Iteration 24Q: 3 clusters Score -3114273 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -3114305.500000 Penalty: 3225.244385
	Iteration 25Q: 3 clusters Score -3114306 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -3114343.250000 Penalty: 3225.244385
	Iteration 26Q: 3 clusters Score -3114343 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -3114366.500000 Penalty: 3225.244385
	Iteration 27Q: 3 clusters Score -3114366 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -3114393.500000 Penalty: 3225.244385
	Iteration 28Q: 3 clusters Score -3114394 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -3114414.750000 Penalty: 3225.244385
	Iteration 29Q: 3 clusters Score -3114415 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -3114427.500000 Penalty: 3225.244385
	Iteration 30Q: 3 clusters Score -3114428 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3114445.000000 Penalty: 3225.244385
	Iteration 31Q: 3 clusters Score -3114445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -3114451.500000 Penalty: 3225.244385
	Iteration 32Q: 3 clusters Score -3114452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3114460.000000 Penalty: 3225.244385
	Iteration 33Q: 3 clusters Score -3114460 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3114472.250000 Penalty: 3225.244385
	Iteration 34Q: 3 clusters Score -3114472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3114478.750000 Penalty: 3225.244385
	Iteration 35Q: 3 clusters Score -3114479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -3114478.000000 Penalty: 3225.244385
	Iteration 36Q: 3 clusters Score -3114478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -3114491.500000 Penalty: 3225.244385
	Iteration 37Q: 3 clusters Score -3114492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -3114495.750000 Penalty: 3225.244385
	Iteration 38Q: 3 clusters Score -3114496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -3114498.250000 Penalty: 3225.244385
	Iteration 39Q: 3 clusters Score -3114498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -3114497.250000 Penalty: 3225.244385
	Iteration 40F: 3 clusters Score -3114497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -3114504.250000 Penalty: 3225.244385
	Iteration 41Q: 3 clusters Score -3114504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -3114507.500000 Penalty: 3225.244385
	Iteration 42Q: 3 clusters Score -3114508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -3114519.000000 Penalty: 3225.244385
	Iteration 43Q: 3 clusters Score -3114519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -3114521.000000 Penalty: 3225.244385
	Iteration 44Q: 3 clusters Score -3114521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3114525.750000 Penalty: 3225.244385
	Iteration 45Q: 3 clusters Score -3114526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3114522.750000 Penalty: 3225.244385
	Iteration 46Q: 3 clusters Score -3114523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -3114525.250000 Penalty: 3225.244385
	Iteration 47Q: 3 clusters Score -3114525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3114536.000000 Penalty: 3225.244385
	Iteration 48Q: 3 clusters Score -3114536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3114539.000000 Penalty: 3225.244385
	Iteration 49Q: 3 clusters Score -3114539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -3114540.500000 Penalty: 3225.244385
	Iteration 50Q: 3 clusters Score -3114540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3114544.000000 Penalty: 3225.244385
	Iteration 51Q: 3 clusters Score -3114544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -3114542.750000 Penalty: 3225.244385
	Iteration 52Q: 3 clusters Score -3114543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -3114551.000000 Penalty: 3225.244385
	Iteration 53Q: 3 clusters Score -3114551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -3114547.250000 Penalty: 3225.244385
	Iteration 54Q: 3 clusters Score -3114547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -3114550.500000 Penalty: 3225.244385
	Iteration 55Q: 3 clusters Score -3114550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -3114550.500000 Penalty: 3225.244385
	Iteration 56Q: 3 clusters Score -3114550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -3114550.750000 Penalty: 3225.244385
	Iteration 57Q: 3 clusters Score -3114551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -3114551.500000 Penalty: 3225.244385
	Iteration 58Q: 3 clusters Score -3114552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -3114549.750000 Penalty: 3225.244385
	Iteration 59Q: 3 clusters Score -3114550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -3114548.250000 Penalty: 3225.244385
	Iteration 60F: 3 clusters Score -3114548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3114542.750000 Penalty: 3225.244385
	Iteration 61Q: 3 clusters Score -3114543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -3114544.250000 Penalty: 3225.244385
	Iteration 62Q: 3 clusters Score -3114544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -3114542.750000 Penalty: 3225.244385
	Iteration 63Q: 3 clusters Score -3114543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -3114541.500000 Penalty: 3225.244385
	Iteration 64Q: 3 clusters Score -3114542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -3114538.500000 Penalty: 3225.244385
	Iteration 65Q: 3 clusters Score -3114538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3114539.250000 Penalty: 3225.244385
	Iteration 66Q: 3 clusters Score -3114539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3114542.750000 Penalty: 3225.244385
	Iteration 67Q: 3 clusters Score -3114543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -3114542.000000 Penalty: 3225.244385
	Iteration 68Q: 3 clusters Score -3114542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3114543.250000 Penalty: 3225.244385
	Iteration 69Q: 3 clusters Score -3114543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3114541.250000 Penalty: 3225.244385
	Iteration 70Q: 3 clusters Score -3114541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -3114537.750000 Penalty: 3225.244385
	Iteration 71Q: 3 clusters Score -3114538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -3114539.500000 Penalty: 3225.244385
	Iteration 72Q: 3 clusters Score -3114540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3114536.000000 Penalty: 3225.244385
	Iteration 73Q: 3 clusters Score -3114536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -3114540.000000 Penalty: 3225.244385
	Iteration 74Q: 3 clusters Score -3114540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -3114537.750000 Penalty: 3225.244385
	Iteration 75Q: 3 clusters Score -3114538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -3114538.000000 Penalty: 3225.244385
	Iteration 76Q: 3 clusters Score -3114538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -3114537.250000 Penalty: 3225.244385
	Iteration 77Q: 3 clusters Score -3114537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -3114541.000000 Penalty: 3225.244385
	Iteration 78Q: 3 clusters Score -3114541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -3114541.000000 Penalty: 3225.244385
	Iteration 79F: 3 clusters Score -3114541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Entering Unmasked Estep 
Score: -275844.312500 Penalty: 1232.855591
	Iteration 0F: 2 clusters Score -275844.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -273789.500000 Penalty: 2465.711182
	Iteration 0F: 3 clusters Score -273789.5 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -274325.218750 Penalty: 2465.711182
	Iteration 1F: 3 clusters Score -274325.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -274544.437500 Penalty: 2465.711182
	Iteration 2F: 3 clusters Score -274544.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -274691.968750 Penalty: 2465.711182
	Iteration 3F: 3 clusters Score -274692 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -274779.593750 Penalty: 2465.711182
	Iteration 4Q: 3 clusters Score -274779.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -274869.125000 Penalty: 2465.711182
	Iteration 5Q: 3 clusters Score -274869.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -274941.875000 Penalty: 2465.711182
	Iteration 6Q: 3 clusters Score -274941.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -274990.093750 Penalty: 2465.711182
	Iteration 7Q: 3 clusters Score -274990.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -275025.937500 Penalty: 2465.711182
	Iteration 8Q: 3 clusters Score -275025.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -275043.156250 Penalty: 2465.711182
	Iteration 9Q: 3 clusters Score -275043.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -275060.937500 Penalty: 2465.711182
	Iteration 10Q: 3 clusters Score -275060.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -275081.500000 Penalty: 2465.711182
	Iteration 11Q: 3 clusters Score -275081.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -275094.656250 Penalty: 2465.711182
	Iteration 12Q: 3 clusters Score -275094.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -275102.781250 Penalty: 2465.711182
	Iteration 13Q: 3 clusters Score -275102.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -275109.093750 Penalty: 2465.711182
	Iteration 14Q: 3 clusters Score -275109.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -275114.875000 Penalty: 2465.711182
	Iteration 15Q: 3 clusters Score -275114.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -275119.187500 Penalty: 2465.711182
	Iteration 16Q: 3 clusters Score -275119.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -275121.968750 Penalty: 2465.711182
	Iteration 17Q: 3 clusters Score -275122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -275124.250000 Penalty: 2465.711182
	Iteration 18Q: 3 clusters Score -275124.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -275126.468750 Penalty: 2465.711182
	Iteration 19Q: 3 clusters Score -275126.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -275127.312500 Penalty: 2465.711182
	Iteration 20F: 3 clusters Score -275127.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -176625.109375 Penalty: 1150.914185
	Iteration 0F: 2 clusters Score -176625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -175064.234375 Penalty: 2301.828369
	Iteration 0F: 3 clusters Score -175064.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -175321.468750 Penalty: 2301.828369
	Iteration 1F: 3 clusters Score -175321.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -175398.937500 Penalty: 2301.828369
	Iteration 2F: 3 clusters Score -175398.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -175443.578125 Penalty: 2301.828369
	Iteration 3Q: 3 clusters Score -175443.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -175468.828125 Penalty: 2301.828369
	Iteration 4Q: 3 clusters Score -175468.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -175485.890625 Penalty: 2301.828369
	Iteration 5Q: 3 clusters Score -175485.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -175510.109375 Penalty: 2301.828369
	Iteration 6Q: 3 clusters Score -175510.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -175523.921875 Penalty: 2301.828369
	Iteration 7Q: 3 clusters Score -175523.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -175532.703125 Penalty: 2301.828369
	Iteration 8Q: 3 clusters Score -175532.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -175537.890625 Penalty: 2301.828369
	Iteration 9Q: 3 clusters Score -175537.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -175540.812500 Penalty: 2301.828369
	Iteration 10Q: 3 clusters Score -175540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -175543.281250 Penalty: 2301.828369
	Iteration 11Q: 3 clusters Score -175543.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -175548.234375 Penalty: 2301.828369
	Iteration 12Q: 3 clusters Score -175548.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -175555.156250 Penalty: 2301.828369
	Iteration 13Q: 3 clusters Score -175555.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -175557.609375 Penalty: 2301.828369
	Iteration 14Q: 3 clusters Score -175557.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -175557.609375 Penalty: 2301.828369
	Iteration 15F: 3 clusters Score -175557.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (28928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Entering Unmasked Estep 
Score: -4411410.000000 Penalty: 1669.291748
	Iteration 0F: 2 clusters Score -4411410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -4394773.500000 Penalty: 3338.583496
	Iteration 0F: 3 clusters Score -4394774 nChanged 13415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -4402141.500000 Penalty: 3338.583496
	Iteration 1F: 3 clusters Score -4402142 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -4402721.000000 Penalty: 3338.583496
	Iteration 2F: 3 clusters Score -4402721 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -4403269.000000 Penalty: 3338.583496
	Iteration 3F: 3 clusters Score -4403269 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -4403773.500000 Penalty: 3338.583496
	Iteration 4F: 3 clusters Score -4403774 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -4404250.500000 Penalty: 3338.583496
	Iteration 5F: 3 clusters Score -4404250 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -4404730.500000 Penalty: 3338.583496
	Iteration 6Q: 3 clusters Score -4404730 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -4405253.500000 Penalty: 3338.583496
	Iteration 7Q: 3 clusters Score -4405254 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -4405831.500000 Penalty: 3338.583496
	Iteration 8Q: 3 clusters Score -4405832 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -4406380.000000 Penalty: 3338.583496
	Iteration 9Q: 3 clusters Score -4406380 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -4406955.500000 Penalty: 3338.583496
	Iteration 10Q: 3 clusters Score -4406956 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -4407453.500000 Penalty: 3338.583496
	Iteration 11Q: 3 clusters Score -4407454 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -4407759.000000 Penalty: 3338.583496
	Iteration 12Q: 3 clusters Score -4407759 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -4407918.500000 Penalty: 3338.583496
	Iteration 13Q: 3 clusters Score -4407918 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -4407986.000000 Penalty: 3338.583496
	Iteration 14Q: 3 clusters Score -4407986 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -4408011.500000 Penalty: 3338.583496
	Iteration 15Q: 3 clusters Score -4408012 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -4408010.500000 Penalty: 3338.583496
	Iteration 16Q: 3 clusters Score -4408010 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -4408021.000000 Penalty: 3338.583496
	Iteration 17Q: 3 clusters Score -4408021 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -4408026.500000 Penalty: 3338.583496
	Iteration 18Q: 3 clusters Score -4408026 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -4408029.000000 Penalty: 3338.583496
	Iteration 19Q: 3 clusters Score -4408029 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -4408034.500000 Penalty: 3338.583496
	Iteration 20F: 3 clusters Score -4408034 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -4408023.500000 Penalty: 3338.583496
	Iteration 21Q: 3 clusters Score -4408024 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -4408018.000000 Penalty: 3338.583496
	Iteration 22Q: 3 clusters Score -4408018 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -4408014.500000 Penalty: 3338.583496
	Iteration 23Q: 3 clusters Score -4408014 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -4408022.000000 Penalty: 3338.583496
	Iteration 24Q: 3 clusters Score -4408022 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -4408027.000000 Penalty: 3338.583496
	Iteration 25Q: 3 clusters Score -4408027 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -4408027.000000 Penalty: 3338.583496
	Iteration 26Q: 3 clusters Score -4408027 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -4408034.500000 Penalty: 3338.583496
	Iteration 27Q: 3 clusters Score -4408034 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -4408034.000000 Penalty: 3338.583496
	Iteration 28Q: 3 clusters Score -4408034 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -4408046.500000 Penalty: 3338.583496
	Iteration 29Q: 3 clusters Score -4408046 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -4408038.000000 Penalty: 3338.583496
	Iteration 30Q: 3 clusters Score -4408038 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -4408044.000000 Penalty: 3338.583496
	Iteration 31Q: 3 clusters Score -4408044 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -4408046.500000 Penalty: 3338.583496
	Iteration 32Q: 3 clusters Score -4408046 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -4408045.500000 Penalty: 3338.583496
	Iteration 33Q: 3 clusters Score -4408046 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -4408037.500000 Penalty: 3338.583496
	Iteration 34Q: 3 clusters Score -4408038 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -4408023.500000 Penalty: 3338.583496
	Iteration 35Q: 3 clusters Score -4408024 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -4408022.500000 Penalty: 3338.583496
	Iteration 36Q: 3 clusters Score -4408022 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4408021.500000 Penalty: 3338.583496
	Iteration 37Q: 3 clusters Score -4408022 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -4408014.000000 Penalty: 3338.583496
	Iteration 38Q: 3 clusters Score -4408014 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -4408024.500000 Penalty: 3338.583496
	Iteration 39Q: 3 clusters Score -4408024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -4408018.500000 Penalty: 3338.583496
	Iteration 40F: 3 clusters Score -4408018 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -4408023.000000 Penalty: 3338.583496
	Iteration 41Q: 3 clusters Score -4408023 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -4408028.000000 Penalty: 3338.583496
	Iteration 42Q: 3 clusters Score -4408028 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -4408030.500000 Penalty: 3338.583496
	Iteration 43Q: 3 clusters Score -4408030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -4408035.000000 Penalty: 3338.583496
	Iteration 44Q: 3 clusters Score -4408035 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -4408038.000000 Penalty: 3338.583496
	Iteration 45Q: 3 clusters Score -4408038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -4408034.000000 Penalty: 3338.583496
	Iteration 46Q: 3 clusters Score -4408034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -4408027.500000 Penalty: 3338.583496
	Iteration 47Q: 3 clusters Score -4408028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -4408022.500000 Penalty: 3338.583496
	Iteration 48Q: 3 clusters Score -4408022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -4408024.500000 Penalty: 3338.583496
	Iteration 49Q: 3 clusters Score -4408024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -4408027.000000 Penalty: 3338.583496
	Iteration 50Q: 3 clusters Score -4408027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -4408024.500000 Penalty: 3338.583496
	Iteration 51Q: 3 clusters Score -4408024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -4408031.000000 Penalty: 3338.583496
	Iteration 52Q: 3 clusters Score -4408031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -4408024.000000 Penalty: 3338.583496
	Iteration 53Q: 3 clusters Score -4408024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -4408029.500000 Penalty: 3338.583496
	Iteration 54Q: 3 clusters Score -4408030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -4408034.500000 Penalty: 3338.583496
	Iteration 55Q: 3 clusters Score -4408034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -4408030.000000 Penalty: 3338.583496
	Iteration 56Q: 3 clusters Score -4408030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -4408022.500000 Penalty: 3338.583496
	Iteration 57Q: 3 clusters Score -4408022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -4408027.500000 Penalty: 3338.583496
	Iteration 58Q: 3 clusters Score -4408028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -4408024.000000 Penalty: 3338.583496
	Iteration 59Q: 3 clusters Score -4408024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -4408021.000000 Penalty: 3338.583496
	Iteration 60F: 3 clusters Score -4408021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -4408006.500000 Penalty: 3338.583496
	Iteration 61Q: 3 clusters Score -4408006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -4408007.000000 Penalty: 3338.583496
	Iteration 62Q: 3 clusters Score -4408007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -4408012.500000 Penalty: 3338.583496
	Iteration 63Q: 3 clusters Score -4408012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -4408010.000000 Penalty: 3338.583496
	Iteration 64Q: 3 clusters Score -4408010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -4408010.000000 Penalty: 3338.583496
	Iteration 65Q: 3 clusters Score -4408010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -4408014.000000 Penalty: 3338.583496
	Iteration 66Q: 3 clusters Score -4408014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -4408008.500000 Penalty: 3338.583496
	Iteration 67Q: 3 clusters Score -4408008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -4408002.500000 Penalty: 3338.583496
	Iteration 68Q: 3 clusters Score -4408002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -4408001.000000 Penalty: 3338.583496
	Iteration 69Q: 3 clusters Score -4408001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -4408012.000000 Penalty: 3338.583496
	Iteration 70Q: 3 clusters Score -4408012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -4408012.000000 Penalty: 3338.583496
	Iteration 71Q: 3 clusters Score -4408012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -4408009.500000 Penalty: 3338.583496
	Iteration 72Q: 3 clusters Score -4408010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -4408012.500000 Penalty: 3338.583496
	Iteration 73Q: 3 clusters Score -4408012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -4408019.500000 Penalty: 3338.583496
	Iteration 74Q: 3 clusters Score -4408020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -4408013.000000 Penalty: 3338.583496
	Iteration 75Q: 3 clusters Score -4408013 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -4408015.500000 Penalty: 3338.583496
	Iteration 76Q: 3 clusters Score -4408016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -4408017.500000 Penalty: 3338.583496
	Iteration 77Q: 3 clusters Score -4408018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -4408015.500000 Penalty: 3338.583496
	Iteration 78Q: 3 clusters Score -4408016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -4408016.000000 Penalty: 3338.583496
	Iteration 79Q: 3 clusters Score -4408016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -4408027.000000 Penalty: 3338.583496
	Iteration 80F: 3 clusters Score -4408027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -4408026.000000 Penalty: 3338.583496
	Iteration 81Q: 3 clusters Score -4408026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -4408022.500000 Penalty: 3338.583496
	Iteration 82Q: 3 clusters Score -4408022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -4408035.000000 Penalty: 3338.583496
	Iteration 83Q: 3 clusters Score -4408035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -4408036.500000 Penalty: 3338.583496
	Iteration 84Q: 3 clusters Score -4408036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -4408030.500000 Penalty: 3338.583496
	Iteration 85Q: 3 clusters Score -4408030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -4408029.000000 Penalty: 3338.583496
	Iteration 86Q: 3 clusters Score -4408029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -4408023.000000 Penalty: 3338.583496
	Iteration 87Q: 3 clusters Score -4408023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -4408019.500000 Penalty: 3338.583496
	Iteration 88Q: 3 clusters Score -4408020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -4408020.000000 Penalty: 3338.583496
	Iteration 89Q: 3 clusters Score -4408020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -4408019.500000 Penalty: 3338.583496
	Iteration 90Q: 3 clusters Score -4408020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -4408020.500000 Penalty: 3338.583496
	Iteration 91Q: 3 clusters Score -4408020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -4408023.000000 Penalty: 3338.583496
	Iteration 92Q: 3 clusters Score -4408023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -4408025.000000 Penalty: 3338.583496
	Iteration 93Q: 3 clusters Score -4408025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -4408025.500000 Penalty: 3338.583496
	Iteration 94Q: 3 clusters Score -4408026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -4408019.500000 Penalty: 3338.583496
	Iteration 95Q: 3 clusters Score -4408020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -4408021.500000 Penalty: 3338.583496
	Iteration 96Q: 3 clusters Score -4408022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -4408015.500000 Penalty: 3338.583496
	Iteration 97Q: 3 clusters Score -4408016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -4408023.000000 Penalty: 3338.583496
	Iteration 98Q: 3 clusters Score -4408023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -4408024.000000 Penalty: 3338.583496
	Iteration 99Q: 3 clusters Score -4408024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -4408028.500000 Penalty: 3338.583496
	Iteration 100F: 3 clusters Score -4408028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -4408025.500000 Penalty: 3338.583496
	Iteration 101Q: 3 clusters Score -4408026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -4408022.000000 Penalty: 3338.583496
	Iteration 102Q: 3 clusters Score -4408022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -4408021.500000 Penalty: 3338.583496
	Iteration 103Q: 3 clusters Score -4408022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -4408026.000000 Penalty: 3338.583496
	Iteration 104Q: 3 clusters Score -4408026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -4408027.500000 Penalty: 3338.583496
	Iteration 105Q: 3 clusters Score -4408028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -4408039.500000 Penalty: 3338.583496
	Iteration 106Q: 3 clusters Score -4408040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -4408038.500000 Penalty: 3338.583496
	Iteration 107Q: 3 clusters Score -4408038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -4408041.000000 Penalty: 3338.583496
	Iteration 108Q: 3 clusters Score -4408041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -4408037.500000 Penalty: 3338.583496
	Iteration 109Q: 3 clusters Score -4408038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -4408041.500000 Penalty: 3338.583496
	Iteration 110Q: 3 clusters Score -4408042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -4408038.500000 Penalty: 3338.583496
	Iteration 111Q: 3 clusters Score -4408038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -4408042.500000 Penalty: 3338.583496
	Iteration 112Q: 3 clusters Score -4408042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -4408044.000000 Penalty: 3338.583496
	Iteration 113Q: 3 clusters Score -4408044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -4408036.000000 Penalty: 3338.583496
	Iteration 114Q: 3 clusters Score -4408036 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -4408047.500000 Penalty: 3338.583496
	Iteration 115Q: 3 clusters Score -4408048 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -4408038.500000 Penalty: 3338.583496
	Iteration 116Q: 3 clusters Score -4408038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -4408041.000000 Penalty: 3338.583496
	Iteration 117Q: 3 clusters Score -4408041 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -4408055.000000 Penalty: 3338.583496
	Iteration 118Q: 3 clusters Score -4408055 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -4408057.500000 Penalty: 3338.583496
	Iteration 119Q: 3 clusters Score -4408058 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -4408071.500000 Penalty: 3338.583496
	Iteration 120F: 3 clusters Score -4408072 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -4408071.000000 Penalty: 3338.583496
	Iteration 121Q: 3 clusters Score -4408071 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -4408075.000000 Penalty: 3338.583496
	Iteration 122Q: 3 clusters Score -4408075 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -4408073.500000 Penalty: 3338.583496
	Iteration 123Q: 3 clusters Score -4408074 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -4408081.000000 Penalty: 3338.583496
	Iteration 124Q: 3 clusters Score -4408081 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -4408069.500000 Penalty: 3338.583496
	Iteration 125Q: 3 clusters Score -4408070 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -4408075.500000 Penalty: 3338.583496
	Iteration 126Q: 3 clusters Score -4408076 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -4408061.500000 Penalty: 3338.583496
	Iteration 127Q: 3 clusters Score -4408062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -4408071.000000 Penalty: 3338.583496
	Iteration 128Q: 3 clusters Score -4408071 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -4408066.500000 Penalty: 3338.583496
	Iteration 129Q: 3 clusters Score -4408066 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -4408070.000000 Penalty: 3338.583496
	Iteration 130Q: 3 clusters Score -4408070 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -4408081.000000 Penalty: 3338.583496
	Iteration 131Q: 3 clusters Score -4408081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -4408081.500000 Penalty: 3338.583496
	Iteration 132Q: 3 clusters Score -4408082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -4408082.000000 Penalty: 3338.583496
	Iteration 133Q: 3 clusters Score -4408082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -4408076.500000 Penalty: 3338.583496
	Iteration 134Q: 3 clusters Score -4408076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -4408086.500000 Penalty: 3338.583496
	Iteration 135Q: 3 clusters Score -4408086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -4408089.500000 Penalty: 3338.583496
	Iteration 136Q: 3 clusters Score -4408090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -4408084.000000 Penalty: 3338.583496
	Iteration 137Q: 3 clusters Score -4408084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -4408083.000000 Penalty: 3338.583496
	Iteration 138Q: 3 clusters Score -4408083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -4408077.500000 Penalty: 3338.583496
	Iteration 139Q: 3 clusters Score -4408078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -4408080.500000 Penalty: 3338.583496
	Iteration 140F: 3 clusters Score -4408080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -4408081.500000 Penalty: 3338.583496
	Iteration 141Q: 3 clusters Score -4408082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -4408085.000000 Penalty: 3338.583496
	Iteration 142Q: 3 clusters Score -4408085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -4408085.000000 Penalty: 3338.583496
	Iteration 143Q: 3 clusters Score -4408085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -4408077.000000 Penalty: 3338.583496
	Iteration 144Q: 3 clusters Score -4408077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -4408078.000000 Penalty: 3338.583496
	Iteration 145Q: 3 clusters Score -4408078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -4408078.500000 Penalty: 3338.583496
	Iteration 146Q: 3 clusters Score -4408078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -4408079.500000 Penalty: 3338.583496
	Iteration 147Q: 3 clusters Score -4408080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -4408090.500000 Penalty: 3338.583496
	Iteration 148Q: 3 clusters Score -4408090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -4408090.500000 Penalty: 3338.583496
	Iteration 149Q: 3 clusters Score -4408090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -4408090.000000 Penalty: 3338.583496
	Iteration 150Q: 3 clusters Score -4408090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -4408094.000000 Penalty: 3338.583496
	Iteration 151Q: 3 clusters Score -4408094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -4408100.500000 Penalty: 3338.583496
	Iteration 152Q: 3 clusters Score -4408100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -4408100.500000 Penalty: 3338.583496
	Iteration 153Q: 3 clusters Score -4408100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -4408102.500000 Penalty: 3338.583496
	Iteration 154Q: 3 clusters Score -4408102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -4408101.500000 Penalty: 3338.583496
	Iteration 155Q: 3 clusters Score -4408102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -4408101.000000 Penalty: 3338.583496
	Iteration 156Q: 3 clusters Score -4408101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -4408109.500000 Penalty: 3338.583496
	Iteration 157Q: 3 clusters Score -4408110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -4408106.000000 Penalty: 3338.583496
	Iteration 158Q: 3 clusters Score -4408106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -4408105.500000 Penalty: 3338.583496
	Iteration 159Q: 3 clusters Score -4408106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -4408100.500000 Penalty: 3338.583496
	Iteration 160F: 3 clusters Score -4408100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -4408104.000000 Penalty: 3338.583496
	Iteration 161Q: 3 clusters Score -4408104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -4408104.000000 Penalty: 3338.583496
	Iteration 162Q: 3 clusters Score -4408104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -4408102.000000 Penalty: 3338.583496
	Iteration 163Q: 3 clusters Score -4408102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -4408098.000000 Penalty: 3338.583496
	Iteration 164Q: 3 clusters Score -4408098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -4408098.000000 Penalty: 3338.583496
	Iteration 165Q: 3 clusters Score -4408098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -4408100.000000 Penalty: 3338.583496
	Iteration 166Q: 3 clusters Score -4408100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -4408090.000000 Penalty: 3338.583496
	Iteration 167Q: 3 clusters Score -4408090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -4408094.000000 Penalty: 3338.583496
	Iteration 168Q: 3 clusters Score -4408094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -4408092.000000 Penalty: 3338.583496
	Iteration 169Q: 3 clusters Score -4408092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -4408093.500000 Penalty: 3338.583496
	Iteration 170Q: 3 clusters Score -4408094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -4408089.000000 Penalty: 3338.583496
	Iteration 171Q: 3 clusters Score -4408089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -4408095.500000 Penalty: 3338.583496
	Iteration 172Q: 3 clusters Score -4408096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -4408090.000000 Penalty: 3338.583496
	Iteration 173Q: 3 clusters Score -4408090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -4408092.500000 Penalty: 3338.583496
	Iteration 174Q: 3 clusters Score -4408092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -4408087.500000 Penalty: 3338.583496
	Iteration 175Q: 3 clusters Score -4408088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -4408096.500000 Penalty: 3338.583496
	Iteration 176Q: 3 clusters Score -4408096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -4408096.000000 Penalty: 3338.583496
	Iteration 177Q: 3 clusters Score -4408096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -4408100.500000 Penalty: 3338.583496
	Iteration 178Q: 3 clusters Score -4408100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -4408116.000000 Penalty: 3338.583496
	Iteration 179Q: 3 clusters Score -4408116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -4408108.500000 Penalty: 3338.583496
	Iteration 180F: 3 clusters Score -4408108 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -4408102.500000 Penalty: 3338.583496
	Iteration 181Q: 3 clusters Score -4408102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -4408113.500000 Penalty: 3338.583496
	Iteration 182Q: 3 clusters Score -4408114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -4408115.500000 Penalty: 3338.583496
	Iteration 183Q: 3 clusters Score -4408116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -4408109.000000 Penalty: 3338.583496
	Iteration 184Q: 3 clusters Score -4408109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -4408109.000000 Penalty: 3338.583496
	Iteration 185Q: 3 clusters Score -4408109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -4408111.500000 Penalty: 3338.583496
	Iteration 186Q: 3 clusters Score -4408112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -4408109.000000 Penalty: 3338.583496
	Iteration 187Q: 3 clusters Score -4408109 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -4408120.500000 Penalty: 3338.583496
	Iteration 188Q: 3 clusters Score -4408120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -4408116.500000 Penalty: 3338.583496
	Iteration 189Q: 3 clusters Score -4408116 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -4408120.500000 Penalty: 3338.583496
	Iteration 190Q: 3 clusters Score -4408120 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -4408122.000000 Penalty: 3338.583496
	Iteration 191Q: 3 clusters Score -4408122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -4408119.000000 Penalty: 3338.583496
	Iteration 192Q: 3 clusters Score -4408119 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -4408127.500000 Penalty: 3338.583496
	Iteration 193Q: 3 clusters Score -4408128 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -4408118.500000 Penalty: 3338.583496
	Iteration 194Q: 3 clusters Score -4408118 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -4408123.000000 Penalty: 3338.583496
	Iteration 195Q: 3 clusters Score -4408123 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -4408120.500000 Penalty: 3338.583496
	Iteration 196Q: 3 clusters Score -4408120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -4408135.000000 Penalty: 3338.583496
	Iteration 197Q: 3 clusters Score -4408135 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -4408144.000000 Penalty: 3338.583496
	Iteration 198Q: 3 clusters Score -4408144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -4408146.000000 Penalty: 3338.583496
	Iteration 199Q: 3 clusters Score -4408146 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -4408155.000000 Penalty: 3338.583496
	Iteration 200F: 3 clusters Score -4408155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -4408152.000000 Penalty: 3338.583496
	Iteration 201Q: 3 clusters Score -4408152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -4408147.500000 Penalty: 3338.583496
	Iteration 202Q: 3 clusters Score -4408148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -4408141.000000 Penalty: 3338.583496
	Iteration 203Q: 3 clusters Score -4408141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -4408158.500000 Penalty: 3338.583496
	Iteration 204Q: 3 clusters Score -4408158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -4408167.500000 Penalty: 3338.583496
	Iteration 205Q: 3 clusters Score -4408168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -4408164.500000 Penalty: 3338.583496
	Iteration 206Q: 3 clusters Score -4408164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -4408174.000000 Penalty: 3338.583496
	Iteration 207Q: 3 clusters Score -4408174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -4408165.000000 Penalty: 3338.583496
	Iteration 208Q: 3 clusters Score -4408165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -4408176.000000 Penalty: 3338.583496
	Iteration 209Q: 3 clusters Score -4408176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -4408191.500000 Penalty: 3338.583496
	Iteration 210Q: 3 clusters Score -4408192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -4408203.000000 Penalty: 3338.583496
	Iteration 211Q: 3 clusters Score -4408203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -4408205.000000 Penalty: 3338.583496
	Iteration 212Q: 3 clusters Score -4408205 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -4408210.000000 Penalty: 3338.583496
	Iteration 213Q: 3 clusters Score -4408210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -4408222.000000 Penalty: 3338.583496
	Iteration 214Q: 3 clusters Score -4408222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -4408229.000000 Penalty: 3338.583496
	Iteration 215Q: 3 clusters Score -4408229 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -4408229.500000 Penalty: 3338.583496
	Iteration 216Q: 3 clusters Score -4408230 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -4408237.500000 Penalty: 3338.583496
	Iteration 217Q: 3 clusters Score -4408238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -4408229.500000 Penalty: 3338.583496
	Iteration 218Q: 3 clusters Score -4408230 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -4408227.500000 Penalty: 3338.583496
	Iteration 219Q: 3 clusters Score -4408228 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -4408227.000000 Penalty: 3338.583496
	Iteration 220F: 3 clusters Score -4408227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -4408221.000000 Penalty: 3338.583496
	Iteration 221Q: 3 clusters Score -4408221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -4408222.000000 Penalty: 3338.583496
	Iteration 222Q: 3 clusters Score -4408222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -4408228.000000 Penalty: 3338.583496
	Iteration 223Q: 3 clusters Score -4408228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -4408242.000000 Penalty: 3338.583496
	Iteration 224Q: 3 clusters Score -4408242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -4408236.000000 Penalty: 3338.583496
	Iteration 225Q: 3 clusters Score -4408236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -4408243.000000 Penalty: 3338.583496
	Iteration 226Q: 3 clusters Score -4408243 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -4408250.500000 Penalty: 3338.583496
	Iteration 227Q: 3 clusters Score -4408250 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -4408260.000000 Penalty: 3338.583496
	Iteration 228Q: 3 clusters Score -4408260 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -4408269.000000 Penalty: 3338.583496
	Iteration 229Q: 3 clusters Score -4408269 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -4408281.000000 Penalty: 3338.583496
	Iteration 230Q: 3 clusters Score -4408281 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -4408268.500000 Penalty: 3338.583496
	Iteration 231Q: 3 clusters Score -4408268 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -4408280.000000 Penalty: 3338.583496
	Iteration 232Q: 3 clusters Score -4408280 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -4408290.000000 Penalty: 3338.583496
	Iteration 233Q: 3 clusters Score -4408290 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -4408290.000000 Penalty: 3338.583496
	Iteration 234Q: 3 clusters Score -4408290 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -4408303.000000 Penalty: 3338.583496
	Iteration 235Q: 3 clusters Score -4408303 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -4408321.500000 Penalty: 3338.583496
	Iteration 236Q: 3 clusters Score -4408322 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -4408316.000000 Penalty: 3338.583496
	Iteration 237Q: 3 clusters Score -4408316 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -4408324.500000 Penalty: 3338.583496
	Iteration 238Q: 3 clusters Score -4408324 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -4408346.500000 Penalty: 3338.583496
	Iteration 239Q: 3 clusters Score -4408346 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -4408360.000000 Penalty: 3338.583496
	Iteration 240F: 3 clusters Score -4408360 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -4408358.500000 Penalty: 3338.583496
	Iteration 241Q: 3 clusters Score -4408358 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -4408386.500000 Penalty: 3338.583496
	Iteration 242Q: 3 clusters Score -4408386 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -4408412.000000 Penalty: 3338.583496
	Iteration 243Q: 3 clusters Score -4408412 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -4408418.000000 Penalty: 3338.583496
	Iteration 244Q: 3 clusters Score -4408418 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -4408440.000000 Penalty: 3338.583496
	Iteration 245Q: 3 clusters Score -4408440 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -4408455.000000 Penalty: 3338.583496
	Iteration 246Q: 3 clusters Score -4408455 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -4408461.000000 Penalty: 3338.583496
	Iteration 247Q: 3 clusters Score -4408461 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -4408466.500000 Penalty: 3338.583496
	Iteration 248Q: 3 clusters Score -4408466 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -4408460.500000 Penalty: 3338.583496
	Iteration 249Q: 3 clusters Score -4408460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -4408454.500000 Penalty: 3338.583496
	Iteration 250Q: 3 clusters Score -4408454 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -4408461.500000 Penalty: 3338.583496
	Iteration 251Q: 3 clusters Score -4408462 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -4408469.500000 Penalty: 3338.583496
	Iteration 252Q: 3 clusters Score -4408470 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -4408460.500000 Penalty: 3338.583496
	Iteration 253Q: 3 clusters Score -4408460 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -4408484.500000 Penalty: 3338.583496
	Iteration 254Q: 3 clusters Score -4408484 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -4408490.000000 Penalty: 3338.583496
	Iteration 255Q: 3 clusters Score -4408490 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -4408485.000000 Penalty: 3338.583496
	Iteration 256Q: 3 clusters Score -4408485 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -4408499.000000 Penalty: 3338.583496
	Iteration 257Q: 3 clusters Score -4408499 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -4408525.500000 Penalty: 3338.583496
	Iteration 258Q: 3 clusters Score -4408526 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -4408535.500000 Penalty: 3338.583496
	Iteration 259Q: 3 clusters Score -4408536 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -4408544.500000 Penalty: 3338.583496
	Iteration 260F: 3 clusters Score -4408544 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -4408573.500000 Penalty: 3338.583496
	Iteration 261Q: 3 clusters Score -4408574 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -4408581.000000 Penalty: 3338.583496
	Iteration 262Q: 3 clusters Score -4408581 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -4408627.500000 Penalty: 3338.583496
	Iteration 263Q: 3 clusters Score -4408628 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -4408657.500000 Penalty: 3338.583496
	Iteration 264Q: 3 clusters Score -4408658 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -4408705.500000 Penalty: 3338.583496
	Iteration 265Q: 3 clusters Score -4408706 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -4408762.000000 Penalty: 3338.583496
	Iteration 266Q: 3 clusters Score -4408762 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -4408812.500000 Penalty: 3338.583496
	Iteration 267Q: 3 clusters Score -4408812 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -4408885.000000 Penalty: 3338.583496
	Iteration 268Q: 3 clusters Score -4408885 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -4408964.000000 Penalty: 3338.583496
	Iteration 269Q: 3 clusters Score -4408964 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -4409083.500000 Penalty: 3338.583496
	Iteration 270Q: 3 clusters Score -4409084 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -4409226.500000 Penalty: 3338.583496
	Iteration 271Q: 3 clusters Score -4409226 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -4409364.000000 Penalty: 3338.583496
	Iteration 272Q: 3 clusters Score -4409364 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -4409503.500000 Penalty: 3338.583496
	Iteration 273Q: 3 clusters Score -4409504 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -4409626.500000 Penalty: 3338.583496
	Iteration 274Q: 3 clusters Score -4409626 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -4409782.000000 Penalty: 3338.583496
	Iteration 275Q: 3 clusters Score -4409782 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -4409870.500000 Penalty: 3338.583496
	Iteration 276Q: 3 clusters Score -4409870 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -4409967.500000 Penalty: 3338.583496
	Iteration 277Q: 3 clusters Score -4409968 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -4410018.000000 Penalty: 3338.583496
	Iteration 278Q: 3 clusters Score -4410018 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -4410107.000000 Penalty: 3338.583496
	Iteration 279Q: 3 clusters Score -4410107 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -4410224.000000 Penalty: 3338.583496
	Iteration 280F: 3 clusters Score -4410224 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -4410311.500000 Penalty: 3338.583496
	Iteration 281Q: 3 clusters Score -4410312 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -4410415.500000 Penalty: 3338.583496
	Iteration 282Q: 3 clusters Score -4410416 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -4410520.000000 Penalty: 3338.583496
	Iteration 283Q: 3 clusters Score -4410520 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -4410570.000000 Penalty: 3338.583496
	Iteration 284Q: 3 clusters Score -4410570 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -4410619.000000 Penalty: 3338.583496
	Iteration 285Q: 3 clusters Score -4410619 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -4410688.000000 Penalty: 3338.583496
	Iteration 286Q: 3 clusters Score -4410688 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -4410729.500000 Penalty: 3338.583496
	Iteration 287Q: 3 clusters Score -4410730 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -4410721.500000 Penalty: 3338.583496
	Iteration 288Q: 3 clusters Score -4410722 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -4410764.000000 Penalty: 3338.583496
	Iteration 289Q: 3 clusters Score -4410764 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -4410796.000000 Penalty: 3338.583496
	Iteration 290Q: 3 clusters Score -4410796 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -4410822.500000 Penalty: 3338.583496
	Iteration 291Q: 3 clusters Score -4410822 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -4410825.500000 Penalty: 3338.583496
	Iteration 292Q: 3 clusters Score -4410826 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -4410827.000000 Penalty: 3338.583496
	Iteration 293Q: 3 clusters Score -4410827 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -4410829.000000 Penalty: 3338.583496
	Iteration 294Q: 3 clusters Score -4410829 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -4410831.500000 Penalty: 3338.583496
	Iteration 295Q: 3 clusters Score -4410832 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -4410823.000000 Penalty: 3338.583496
	Iteration 296Q: 3 clusters Score -4410823 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -4410816.000000 Penalty: 3338.583496
	Iteration 297Q: 3 clusters Score -4410816 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -4410808.000000 Penalty: 3338.583496
	Iteration 298Q: 3 clusters Score -4410808 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -4410814.000000 Penalty: 3338.583496
	Iteration 299Q: 3 clusters Score -4410814 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -4410818.000000 Penalty: 3338.583496
	Iteration 300F: 3 clusters Score -4410818 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -4410805.000000 Penalty: 3338.583496
	Iteration 301Q: 3 clusters Score -4410805 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -4410806.000000 Penalty: 3338.583496
	Iteration 302Q: 3 clusters Score -4410806 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -4410837.500000 Penalty: 3338.583496
	Iteration 303Q: 3 clusters Score -4410838 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -4410817.500000 Penalty: 3338.583496
	Iteration 304Q: 3 clusters Score -4410818 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -4410781.000000 Penalty: 3338.583496
	Iteration 305Q: 3 clusters Score -4410781 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -4410785.500000 Penalty: 3338.583496
	Iteration 306Q: 3 clusters Score -4410786 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -4410755.500000 Penalty: 3338.583496
	Iteration 307Q: 3 clusters Score -4410756 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -4410722.000000 Penalty: 3338.583496
	Iteration 308Q: 3 clusters Score -4410722 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -4410693.500000 Penalty: 3338.583496
	Iteration 309Q: 3 clusters Score -4410694 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -4410662.500000 Penalty: 3338.583496
	Iteration 310Q: 3 clusters Score -4410662 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -4410633.500000 Penalty: 3338.583496
	Iteration 311Q: 3 clusters Score -4410634 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -4410618.500000 Penalty: 3338.583496
	Iteration 312Q: 3 clusters Score -4410618 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -4410599.000000 Penalty: 3338.583496
	Iteration 313Q: 3 clusters Score -4410599 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -4410588.000000 Penalty: 3338.583496
	Iteration 314Q: 3 clusters Score -4410588 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -4410582.000000 Penalty: 3338.583496
	Iteration 315Q: 3 clusters Score -4410582 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -4410551.000000 Penalty: 3338.583496
	Iteration 316Q: 3 clusters Score -4410551 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -4410531.500000 Penalty: 3338.583496
	Iteration 317Q: 3 clusters Score -4410532 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -4410493.000000 Penalty: 3338.583496
	Iteration 318Q: 3 clusters Score -4410493 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -4410476.000000 Penalty: 3338.583496
	Iteration 319Q: 3 clusters Score -4410476 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -4410465.000000 Penalty: 3338.583496
	Iteration 320F: 3 clusters Score -4410465 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -4410456.000000 Penalty: 3338.583496
	Iteration 321Q: 3 clusters Score -4410456 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -4410454.500000 Penalty: 3338.583496
	Iteration 322Q: 3 clusters Score -4410454 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -4410453.500000 Penalty: 3338.583496
	Iteration 323Q: 3 clusters Score -4410454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -4410449.000000 Penalty: 3338.583496
	Iteration 324Q: 3 clusters Score -4410449 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -4410432.500000 Penalty: 3338.583496
	Iteration 325Q: 3 clusters Score -4410432 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -4410437.000000 Penalty: 3338.583496
	Iteration 326Q: 3 clusters Score -4410437 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -4410426.500000 Penalty: 3338.583496
	Iteration 327Q: 3 clusters Score -4410426 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -4410415.500000 Penalty: 3338.583496
	Iteration 328Q: 3 clusters Score -4410416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -4410405.500000 Penalty: 3338.583496
	Iteration 329Q: 3 clusters Score -4410406 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -4410390.500000 Penalty: 3338.583496
	Iteration 330Q: 3 clusters Score -4410390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -4410379.000000 Penalty: 3338.583496
	Iteration 331Q: 3 clusters Score -4410379 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -4410373.500000 Penalty: 3338.583496
	Iteration 332Q: 3 clusters Score -4410374 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -4410361.500000 Penalty: 3338.583496
	Iteration 333Q: 3 clusters Score -4410362 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -4410339.500000 Penalty: 3338.583496
	Iteration 334Q: 3 clusters Score -4410340 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -4410321.500000 Penalty: 3338.583496
	Iteration 335Q: 3 clusters Score -4410322 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -4410305.500000 Penalty: 3338.583496
	Iteration 336Q: 3 clusters Score -4410306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -4410302.500000 Penalty: 3338.583496
	Iteration 337Q: 3 clusters Score -4410302 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -4410289.000000 Penalty: 3338.583496
	Iteration 338Q: 3 clusters Score -4410289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -4410287.500000 Penalty: 3338.583496
	Iteration 339Q: 3 clusters Score -4410288 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -4410269.000000 Penalty: 3338.583496
	Iteration 340F: 3 clusters Score -4410269 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -4410258.000000 Penalty: 3338.583496
	Iteration 341Q: 3 clusters Score -4410258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -4410241.000000 Penalty: 3338.583496
	Iteration 342Q: 3 clusters Score -4410241 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -4410231.000000 Penalty: 3338.583496
	Iteration 343Q: 3 clusters Score -4410231 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -4410222.500000 Penalty: 3338.583496
	Iteration 344Q: 3 clusters Score -4410222 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -4410211.500000 Penalty: 3338.583496
	Iteration 345Q: 3 clusters Score -4410212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -4410200.500000 Penalty: 3338.583496
	Iteration 346Q: 3 clusters Score -4410200 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -4410174.000000 Penalty: 3338.583496
	Iteration 347Q: 3 clusters Score -4410174 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -4410172.500000 Penalty: 3338.583496
	Iteration 348Q: 3 clusters Score -4410172 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -4410185.000000 Penalty: 3338.583496
	Iteration 349Q: 3 clusters Score -4410185 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -4410161.000000 Penalty: 3338.583496
	Iteration 350Q: 3 clusters Score -4410161 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -4410140.000000 Penalty: 3338.583496
	Iteration 351Q: 3 clusters Score -4410140 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -4410124.000000 Penalty: 3338.583496
	Iteration 352Q: 3 clusters Score -4410124 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -4410109.500000 Penalty: 3338.583496
	Iteration 353Q: 3 clusters Score -4410110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -4410084.500000 Penalty: 3338.583496
	Iteration 354Q: 3 clusters Score -4410084 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -4410069.500000 Penalty: 3338.583496
	Iteration 355Q: 3 clusters Score -4410070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -4410047.000000 Penalty: 3338.583496
	Iteration 356Q: 3 clusters Score -4410047 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -4410032.000000 Penalty: 3338.583496
	Iteration 357Q: 3 clusters Score -4410032 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -4410016.500000 Penalty: 3338.583496
	Iteration 358Q: 3 clusters Score -4410016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -4409982.000000 Penalty: 3338.583496
	Iteration 359Q: 3 clusters Score -4409982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -4409965.000000 Penalty: 3338.583496
	Iteration 360F: 3 clusters Score -4409965 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -4409957.000000 Penalty: 3338.583496
	Iteration 361Q: 3 clusters Score -4409957 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -4409937.500000 Penalty: 3338.583496
	Iteration 362Q: 3 clusters Score -4409938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -4409929.500000 Penalty: 3338.583496
	Iteration 363Q: 3 clusters Score -4409930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -4409911.500000 Penalty: 3338.583496
	Iteration 364Q: 3 clusters Score -4409912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -4409900.500000 Penalty: 3338.583496
	Iteration 365Q: 3 clusters Score -4409900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -4409882.000000 Penalty: 3338.583496
	Iteration 366Q: 3 clusters Score -4409882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -4409871.500000 Penalty: 3338.583496
	Iteration 367Q: 3 clusters Score -4409872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -4409873.000000 Penalty: 3338.583496
	Iteration 368Q: 3 clusters Score -4409873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -4409851.500000 Penalty: 3338.583496
	Iteration 369Q: 3 clusters Score -4409852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -4409864.000000 Penalty: 3338.583496
	Iteration 370Q: 3 clusters Score -4409864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -4409859.000000 Penalty: 3338.583496
	Iteration 371Q: 3 clusters Score -4409859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -4409857.000000 Penalty: 3338.583496
	Iteration 372Q: 3 clusters Score -4409857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -4409842.000000 Penalty: 3338.583496
	Iteration 373Q: 3 clusters Score -4409842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -4409830.500000 Penalty: 3338.583496
	Iteration 374Q: 3 clusters Score -4409830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -4409825.500000 Penalty: 3338.583496
	Iteration 375Q: 3 clusters Score -4409826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -4409816.000000 Penalty: 3338.583496
	Iteration 376Q: 3 clusters Score -4409816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -4409815.000000 Penalty: 3338.583496
	Iteration 377Q: 3 clusters Score -4409815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -4409816.500000 Penalty: 3338.583496
	Iteration 378Q: 3 clusters Score -4409816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -4409815.500000 Penalty: 3338.583496
	Iteration 379Q: 3 clusters Score -4409816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -4409821.500000 Penalty: 3338.583496
	Iteration 380F: 3 clusters Score -4409822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -4409823.000000 Penalty: 3338.583496
	Iteration 381Q: 3 clusters Score -4409823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -4409825.500000 Penalty: 3338.583496
	Iteration 382Q: 3 clusters Score -4409826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -4409825.000000 Penalty: 3338.583496
	Iteration 383Q: 3 clusters Score -4409825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -4409829.000000 Penalty: 3338.583496
	Iteration 384Q: 3 clusters Score -4409829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -4409829.500000 Penalty: 3338.583496
	Iteration 385Q: 3 clusters Score -4409830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -4409838.500000 Penalty: 3338.583496
	Iteration 386Q: 3 clusters Score -4409838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -4409829.500000 Penalty: 3338.583496
	Iteration 387Q: 3 clusters Score -4409830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -4409831.500000 Penalty: 3338.583496
	Iteration 388Q: 3 clusters Score -4409832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -4409827.000000 Penalty: 3338.583496
	Iteration 389Q: 3 clusters Score -4409827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -4409848.000000 Penalty: 3338.583496
	Iteration 390Q: 3 clusters Score -4409848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -4409840.500000 Penalty: 3338.583496
	Iteration 391Q: 3 clusters Score -4409840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -4409850.000000 Penalty: 3338.583496
	Iteration 392Q: 3 clusters Score -4409850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -4409854.000000 Penalty: 3338.583496
	Iteration 393Q: 3 clusters Score -4409854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -4409856.500000 Penalty: 3338.583496
	Iteration 394Q: 3 clusters Score -4409856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -4409857.000000 Penalty: 3338.583496
	Iteration 395Q: 3 clusters Score -4409857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -4409855.500000 Penalty: 3338.583496
	Iteration 396Q: 3 clusters Score -4409856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -4409860.500000 Penalty: 3338.583496
	Iteration 397Q: 3 clusters Score -4409860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -4409857.000000 Penalty: 3338.583496
	Iteration 398Q: 3 clusters Score -4409857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -4409857.000000 Penalty: 3338.583496
	Iteration 399Q: 3 clusters Score -4409857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -4409852.000000 Penalty: 3338.583496
	Iteration 400F: 3 clusters Score -4409852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -4409856.500000 Penalty: 3338.583496
	Iteration 401Q: 3 clusters Score -4409856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -4409854.000000 Penalty: 3338.583496
	Iteration 402Q: 3 clusters Score -4409854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -4409851.000000 Penalty: 3338.583496
	Iteration 403Q: 3 clusters Score -4409851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -4409851.000000 Penalty: 3338.583496
	Iteration 404Q: 3 clusters Score -4409851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4409850.000000 Penalty: 3338.583496
	Iteration 405Q: 3 clusters Score -4409850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -4409850.500000 Penalty: 3338.583496
	Iteration 406Q: 3 clusters Score -4409850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -4409847.500000 Penalty: 3338.583496
	Iteration 407Q: 3 clusters Score -4409848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -4409844.000000 Penalty: 3338.583496
	Iteration 408Q: 3 clusters Score -4409844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -4409844.000000 Penalty: 3338.583496
	Iteration 409Q: 3 clusters Score -4409844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -4409845.500000 Penalty: 3338.583496
	Iteration 410Q: 3 clusters Score -4409846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -4409842.000000 Penalty: 3338.583496
	Iteration 411Q: 3 clusters Score -4409842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -4409854.000000 Penalty: 3338.583496
	Iteration 412Q: 3 clusters Score -4409854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -4409857.000000 Penalty: 3338.583496
	Iteration 413Q: 3 clusters Score -4409857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -4409856.500000 Penalty: 3338.583496
	Iteration 414Q: 3 clusters Score -4409856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -4409853.000000 Penalty: 3338.583496
	Iteration 415Q: 3 clusters Score -4409853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -4409850.000000 Penalty: 3338.583496
	Iteration 416Q: 3 clusters Score -4409850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -4409851.500000 Penalty: 3338.583496
	Iteration 417Q: 3 clusters Score -4409852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -4409846.500000 Penalty: 3338.583496
	Iteration 418Q: 3 clusters Score -4409846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -4409849.000000 Penalty: 3338.583496
	Iteration 419Q: 3 clusters Score -4409849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -4409838.500000 Penalty: 3338.583496
	Iteration 420F: 3 clusters Score -4409838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -4409843.000000 Penalty: 3338.583496
	Iteration 421Q: 3 clusters Score -4409843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -4409846.500000 Penalty: 3338.583496
	Iteration 422Q: 3 clusters Score -4409846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -4409845.000000 Penalty: 3338.583496
	Iteration 423Q: 3 clusters Score -4409845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -4409843.000000 Penalty: 3338.583496
	Iteration 424Q: 3 clusters Score -4409843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -4409843.000000 Penalty: 3338.583496
	Iteration 425F: 3 clusters Score -4409843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -151233.281250 Penalty: 1151.322998
	Iteration 0F: 2 clusters Score -151233.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -149676.109375 Penalty: 2302.645996
	Iteration 0F: 3 clusters Score -149676.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -150092.265625 Penalty: 2302.645996
	Iteration 1F: 3 clusters Score -150092.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -150287.640625 Penalty: 2302.645996
	Iteration 2F: 3 clusters Score -150287.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -150489.187500 Penalty: 2302.645996
	Iteration 3F: 3 clusters Score -150489.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -150630.343750 Penalty: 2302.645996
	Iteration 4F: 3 clusters Score -150630.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -150699.281250 Penalty: 2302.645996
	Iteration 5Q: 3 clusters Score -150699.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -150756.859375 Penalty: 2302.645996
	Iteration 6Q: 3 clusters Score -150756.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -150784.375000 Penalty: 2302.645996
	Iteration 7Q: 3 clusters Score -150784.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -150798.750000 Penalty: 2302.645996
	Iteration 8Q: 3 clusters Score -150798.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -150809.562500 Penalty: 2302.645996
	Iteration 9Q: 3 clusters Score -150809.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -150823.312500 Penalty: 2302.645996
	Iteration 10Q: 3 clusters Score -150823.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -150835.687500 Penalty: 2302.645996
	Iteration 11Q: 3 clusters Score -150835.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -150843.484375 Penalty: 2302.645996
	Iteration 12Q: 3 clusters Score -150843.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -150856.640625 Penalty: 2302.645996
	Iteration 13Q: 3 clusters Score -150856.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -150866.375000 Penalty: 2302.645996
	Iteration 14Q: 3 clusters Score -150866.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -150872.046875 Penalty: 2302.645996
	Iteration 15Q: 3 clusters Score -150872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -150874.734375 Penalty: 2302.645996
	Iteration 16Q: 3 clusters Score -150874.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -150875.984375 Penalty: 2302.645996
	Iteration 17Q: 3 clusters Score -150876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -150883.015625 Penalty: 2302.645996
	Iteration 18Q: 3 clusters Score -150883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -150886.828125 Penalty: 2302.645996
	Iteration 19Q: 3 clusters Score -150886.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -150888.203125 Penalty: 2302.645996
	Iteration 20F: 3 clusters Score -150888.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -80718.789062 Penalty: 1052.257812
	Iteration 0F: 2 clusters Score -80718.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79550.296875 Penalty: 2104.515625
	Iteration 0F: 3 clusters Score -79550.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79770.421875 Penalty: 2104.515625
	Iteration 1F: 3 clusters Score -79770.42 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -79823.289062 Penalty: 2104.515625
	Iteration 2F: 3 clusters Score -79823.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79850.554688 Penalty: 2104.515625
	Iteration 3Q: 3 clusters Score -79850.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -79874.523438 Penalty: 2104.515625
	Iteration 4Q: 3 clusters Score -79874.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -79896.375000 Penalty: 2104.515625
	Iteration 5Q: 3 clusters Score -79896.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -79905.828125 Penalty: 2104.515625
	Iteration 6Q: 3 clusters Score -79905.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -79906.796875 Penalty: 2104.515625
	Iteration 7Q: 3 clusters Score -79906.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -79908.804688 Penalty: 2104.515625
	Iteration 8Q: 3 clusters Score -79908.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -79908.804688 Penalty: 2104.515625
	Iteration 9F: 3 clusters Score -79908.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Entering Unmasked Estep 
Score: -697861.312500 Penalty: 1384.401001
	Iteration 0F: 2 clusters Score -697861.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -693869.375000 Penalty: 2768.802002
	Iteration 0F: 3 clusters Score -693869.4 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -695061.812500 Penalty: 2768.802002
	Iteration 1F: 3 clusters Score -695061.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -695361.125000 Penalty: 2768.802002
	Iteration 2F: 3 clusters Score -695361.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -695543.625000 Penalty: 2768.802002
	Iteration 3F: 3 clusters Score -695543.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -695677.187500 Penalty: 2768.802002
	Iteration 4Q: 3 clusters Score -695677.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -695788.312500 Penalty: 2768.802002
	Iteration 5Q: 3 clusters Score -695788.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -695882.000000 Penalty: 2768.802002
	Iteration 6Q: 3 clusters Score -695882 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -696002.875000 Penalty: 2768.802002
	Iteration 7Q: 3 clusters Score -696002.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -696148.750000 Penalty: 2768.802002
	Iteration 8Q: 3 clusters Score -696148.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -696305.062500 Penalty: 2768.802002
	Iteration 9Q: 3 clusters Score -696305.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -696441.062500 Penalty: 2768.802002
	Iteration 10Q: 3 clusters Score -696441.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -696551.062500 Penalty: 2768.802002
	Iteration 11Q: 3 clusters Score -696551.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -696633.437500 Penalty: 2768.802002
	Iteration 12Q: 3 clusters Score -696633.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -696695.875000 Penalty: 2768.802002
	Iteration 13Q: 3 clusters Score -696695.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -696740.750000 Penalty: 2768.802002
	Iteration 14Q: 3 clusters Score -696740.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -696767.062500 Penalty: 2768.802002
	Iteration 15Q: 3 clusters Score -696767.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -696793.625000 Penalty: 2768.802002
	Iteration 16Q: 3 clusters Score -696793.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -696808.937500 Penalty: 2768.802002
	Iteration 17Q: 3 clusters Score -696808.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -696824.937500 Penalty: 2768.802002
	Iteration 18Q: 3 clusters Score -696824.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -696835.500000 Penalty: 2768.802002
	Iteration 19Q: 3 clusters Score -696835.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -696848.312500 Penalty: 2768.802002
	Iteration 20F: 3 clusters Score -696848.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -696855.375000 Penalty: 2768.802002
	Iteration 21Q: 3 clusters Score -696855.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -696862.000000 Penalty: 2768.802002
	Iteration 22Q: 3 clusters Score -696862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -696865.625000 Penalty: 2768.802002
	Iteration 23Q: 3 clusters Score -696865.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -696867.000000 Penalty: 2768.802002
	Iteration 24Q: 3 clusters Score -696867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -696868.375000 Penalty: 2768.802002
	Iteration 25Q: 3 clusters Score -696868.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -696870.500000 Penalty: 2768.802002
	Iteration 26Q: 3 clusters Score -696870.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -696873.875000 Penalty: 2768.802002
	Iteration 27Q: 3 clusters Score -696873.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -696877.062500 Penalty: 2768.802002
	Iteration 28Q: 3 clusters Score -696877.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -696880.687500 Penalty: 2768.802002
	Iteration 29Q: 3 clusters Score -696880.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -696882.937500 Penalty: 2768.802002
	Iteration 30Q: 3 clusters Score -696882.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -696885.875000 Penalty: 2768.802002
	Iteration 31Q: 3 clusters Score -696885.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -696889.187500 Penalty: 2768.802002
	Iteration 32Q: 3 clusters Score -696889.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -696891.875000 Penalty: 2768.802002
	Iteration 33Q: 3 clusters Score -696891.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -696896.812500 Penalty: 2768.802002
	Iteration 34Q: 3 clusters Score -696896.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -696898.750000 Penalty: 2768.802002
	Iteration 35Q: 3 clusters Score -696898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -696899.625000 Penalty: 2768.802002
	Iteration 36Q: 3 clusters Score -696899.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -696901.937500 Penalty: 2768.802002
	Iteration 37Q: 3 clusters Score -696901.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -696904.750000 Penalty: 2768.802002
	Iteration 38Q: 3 clusters Score -696904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -696905.500000 Penalty: 2768.802002
	Iteration 39Q: 3 clusters Score -696905.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -696905.812500 Penalty: 2768.802002
	Iteration 40F: 3 clusters Score -696905.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -696908.000000 Penalty: 2768.802002
	Iteration 41Q: 3 clusters Score -696908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -696909.187500 Penalty: 2768.802002
	Iteration 42Q: 3 clusters Score -696909.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -696909.000000 Penalty: 2768.802002
	Iteration 43Q: 3 clusters Score -696909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -696909.000000 Penalty: 2768.802002
	Iteration 44F: 3 clusters Score -696909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (14066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Entering Unmasked Estep 
Score: -2087291.125000 Penalty: 1552.121338
	Iteration 0F: 2 clusters Score -2087291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2077571.125000 Penalty: 3104.242676
	Iteration 0F: 3 clusters Score -2077571 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2080807.125000 Penalty: 3104.242676
	Iteration 1F: 3 clusters Score -2080807 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2081093.500000 Penalty: 3104.242676
	Iteration 2F: 3 clusters Score -2081094 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2081360.875000 Penalty: 3104.242676
	Iteration 3Q: 3 clusters Score -2081361 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2081631.000000 Penalty: 3104.242676
	Iteration 4Q: 3 clusters Score -2081631 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2081933.375000 Penalty: 3104.242676
	Iteration 5Q: 3 clusters Score -2081933 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2082370.875000 Penalty: 3104.242676
	Iteration 6F: 3 clusters Score -2082371 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2082916.500000 Penalty: 3104.242676
	Iteration 7F: 3 clusters Score -2082916 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2083511.000000 Penalty: 3104.242676
	Iteration 8F: 3 clusters Score -2083511 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2084137.500000 Penalty: 3104.242676
	Iteration 9F: 3 clusters Score -2084138 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2084688.375000 Penalty: 3104.242676
	Iteration 10Q: 3 clusters Score -2084688 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2085072.000000 Penalty: 3104.242676
	Iteration 11Q: 3 clusters Score -2085072 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2085367.375000 Penalty: 3104.242676
	Iteration 12Q: 3 clusters Score -2085367 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2085532.250000 Penalty: 3104.242676
	Iteration 13Q: 3 clusters Score -2085532 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2085633.750000 Penalty: 3104.242676
	Iteration 14Q: 3 clusters Score -2085634 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2085699.750000 Penalty: 3104.242676
	Iteration 15Q: 3 clusters Score -2085700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2085743.875000 Penalty: 3104.242676
	Iteration 16Q: 3 clusters Score -2085744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2085778.375000 Penalty: 3104.242676
	Iteration 17Q: 3 clusters Score -2085778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2085802.375000 Penalty: 3104.242676
	Iteration 18Q: 3 clusters Score -2085802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2085825.375000 Penalty: 3104.242676
	Iteration 19Q: 3 clusters Score -2085825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2085848.125000 Penalty: 3104.242676
	Iteration 20F: 3 clusters Score -2085848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2085868.875000 Penalty: 3104.242676
	Iteration 21Q: 3 clusters Score -2085869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2085880.500000 Penalty: 3104.242676
	Iteration 22Q: 3 clusters Score -2085880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2085883.875000 Penalty: 3104.242676
	Iteration 23Q: 3 clusters Score -2085884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2085889.875000 Penalty: 3104.242676
	Iteration 24Q: 3 clusters Score -2085890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2085891.625000 Penalty: 3104.242676
	Iteration 25Q: 3 clusters Score -2085892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2085891.625000 Penalty: 3104.242676
	Iteration 26F: 3 clusters Score -2085892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (13852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Entering Unmasked Estep 
Score: -2106101.750000 Penalty: 1549.630127
	Iteration 0F: 2 clusters Score -2106102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2096673.625000 Penalty: 3099.260254
	Iteration 0F: 3 clusters Score -2096674 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2099959.750000 Penalty: 3099.260254
	Iteration 1F: 3 clusters Score -2099960 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2100263.000000 Penalty: 3099.260254
	Iteration 2F: 3 clusters Score -2100263 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2100518.250000 Penalty: 3099.260254
	Iteration 3Q: 3 clusters Score -2100518 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2100728.250000 Penalty: 3099.260254
	Iteration 4Q: 3 clusters Score -2100728 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2100952.000000 Penalty: 3099.260254
	Iteration 5Q: 3 clusters Score -2100952 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2101162.250000 Penalty: 3099.260254
	Iteration 6Q: 3 clusters Score -2101162 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2101389.500000 Penalty: 3099.260254
	Iteration 7Q: 3 clusters Score -2101390 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2101648.250000 Penalty: 3099.260254
	Iteration 8Q: 3 clusters Score -2101648 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2101943.000000 Penalty: 3099.260254
	Iteration 9Q: 3 clusters Score -2101943 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2102263.750000 Penalty: 3099.260254
	Iteration 10Q: 3 clusters Score -2102264 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2102621.500000 Penalty: 3099.260254
	Iteration 11Q: 3 clusters Score -2102622 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2102966.000000 Penalty: 3099.260254
	Iteration 12Q: 3 clusters Score -2102966 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2103266.000000 Penalty: 3099.260254
	Iteration 13Q: 3 clusters Score -2103266 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2103548.750000 Penalty: 3099.260254
	Iteration 14Q: 3 clusters Score -2103549 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2103782.000000 Penalty: 3099.260254
	Iteration 15Q: 3 clusters Score -2103782 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2103981.750000 Penalty: 3099.260254
	Iteration 16Q: 3 clusters Score -2103982 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2104141.750000 Penalty: 3099.260254
	Iteration 17Q: 3 clusters Score -2104142 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2104271.250000 Penalty: 3099.260254
	Iteration 18Q: 3 clusters Score -2104271 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2104368.000000 Penalty: 3099.260254
	Iteration 19Q: 3 clusters Score -2104368 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2104432.000000 Penalty: 3099.260254
	Iteration 20F: 3 clusters Score -2104432 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2104483.000000 Penalty: 3099.260254
	Iteration 21Q: 3 clusters Score -2104483 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2104522.000000 Penalty: 3099.260254
	Iteration 22Q: 3 clusters Score -2104522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2104553.000000 Penalty: 3099.260254
	Iteration 23Q: 3 clusters Score -2104553 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2104582.750000 Penalty: 3099.260254
	Iteration 24Q: 3 clusters Score -2104583 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2104603.500000 Penalty: 3099.260254
	Iteration 25Q: 3 clusters Score -2104604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2104622.000000 Penalty: 3099.260254
	Iteration 26Q: 3 clusters Score -2104622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2104643.750000 Penalty: 3099.260254
	Iteration 27Q: 3 clusters Score -2104644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2104659.500000 Penalty: 3099.260254
	Iteration 28Q: 3 clusters Score -2104660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2104672.000000 Penalty: 3099.260254
	Iteration 29Q: 3 clusters Score -2104672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2104688.500000 Penalty: 3099.260254
	Iteration 30Q: 3 clusters Score -2104688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2104698.750000 Penalty: 3099.260254
	Iteration 31Q: 3 clusters Score -2104699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2104716.250000 Penalty: 3099.260254
	Iteration 32Q: 3 clusters Score -2104716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2104734.000000 Penalty: 3099.260254
	Iteration 33Q: 3 clusters Score -2104734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2104742.500000 Penalty: 3099.260254
	Iteration 34Q: 3 clusters Score -2104742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2104743.000000 Penalty: 3099.260254
	Iteration 35Q: 3 clusters Score -2104743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2104749.250000 Penalty: 3099.260254
	Iteration 36Q: 3 clusters Score -2104749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2104753.000000 Penalty: 3099.260254
	Iteration 37Q: 3 clusters Score -2104753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2104760.750000 Penalty: 3099.260254
	Iteration 38Q: 3 clusters Score -2104761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2104768.250000 Penalty: 3099.260254
	Iteration 39Q: 3 clusters Score -2104768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2104771.500000 Penalty: 3099.260254
	Iteration 40F: 3 clusters Score -2104772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2104773.000000 Penalty: 3099.260254
	Iteration 41Q: 3 clusters Score -2104773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2104774.250000 Penalty: 3099.260254
	Iteration 42Q: 3 clusters Score -2104774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2104775.750000 Penalty: 3099.260254
	Iteration 43Q: 3 clusters Score -2104776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2104777.250000 Penalty: 3099.260254
	Iteration 44Q: 3 clusters Score -2104777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2104775.250000 Penalty: 3099.260254
	Iteration 45Q: 3 clusters Score -2104775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2104776.750000 Penalty: 3099.260254
	Iteration 46Q: 3 clusters Score -2104777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2104779.000000 Penalty: 3099.260254
	Iteration 47Q: 3 clusters Score -2104779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2104779.000000 Penalty: 3099.260254
	Iteration 48F: 3 clusters Score -2104779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Entering Unmasked Estep 
Score: -521108.093750 Penalty: 1335.333740
	Iteration 0F: 2 clusters Score -521108.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -517888.937500 Penalty: 2670.667480
	Iteration 0F: 3 clusters Score -517888.9 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -518748.531250 Penalty: 2670.667480
	Iteration 1F: 3 clusters Score -518748.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -518923.250000 Penalty: 2670.667480
	Iteration 2F: 3 clusters Score -518923.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -519053.531250 Penalty: 2670.667480
	Iteration 3F: 3 clusters Score -519053.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -519147.937500 Penalty: 2670.667480
	Iteration 4Q: 3 clusters Score -519147.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -519286.062500 Penalty: 2670.667480
	Iteration 5Q: 3 clusters Score -519286.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -519396.156250 Penalty: 2670.667480
	Iteration 6Q: 3 clusters Score -519396.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -519487.406250 Penalty: 2670.667480
	Iteration 7Q: 3 clusters Score -519487.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -519570.062500 Penalty: 2670.667480
	Iteration 8Q: 3 clusters Score -519570.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -519634.218750 Penalty: 2670.667480
	Iteration 9Q: 3 clusters Score -519634.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -519694.375000 Penalty: 2670.667480
	Iteration 10Q: 3 clusters Score -519694.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -519751.000000 Penalty: 2670.667480
	Iteration 11Q: 3 clusters Score -519751 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -519806.687500 Penalty: 2670.667480
	Iteration 12Q: 3 clusters Score -519806.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -519856.218750 Penalty: 2670.667480
	Iteration 13Q: 3 clusters Score -519856.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -519894.531250 Penalty: 2670.667480
	Iteration 14Q: 3 clusters Score -519894.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -519916.843750 Penalty: 2670.667480
	Iteration 15Q: 3 clusters Score -519916.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -519936.656250 Penalty: 2670.667480
	Iteration 16Q: 3 clusters Score -519936.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -519953.656250 Penalty: 2670.667480
	Iteration 17Q: 3 clusters Score -519953.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -519963.562500 Penalty: 2670.667480
	Iteration 18Q: 3 clusters Score -519963.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -519966.406250 Penalty: 2670.667480
	Iteration 19Q: 3 clusters Score -519966.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -519968.718750 Penalty: 2670.667480
	Iteration 20F: 3 clusters Score -519968.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -519970.375000 Penalty: 2670.667480
	Iteration 21Q: 3 clusters Score -519970.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -519973.281250 Penalty: 2670.667480
	Iteration 22Q: 3 clusters Score -519973.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -519974.968750 Penalty: 2670.667480
	Iteration 23Q: 3 clusters Score -519975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -519976.031250 Penalty: 2670.667480
	Iteration 24Q: 3 clusters Score -519976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -519976.093750 Penalty: 2670.667480
	Iteration 25Q: 3 clusters Score -519976.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -519977.093750 Penalty: 2670.667480
	Iteration 26Q: 3 clusters Score -519977.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -519978.625000 Penalty: 2670.667480
	Iteration 27Q: 3 clusters Score -519978.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -519979.500000 Penalty: 2670.667480
	Iteration 28Q: 3 clusters Score -519979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -519979.062500 Penalty: 2670.667480
	Iteration 29Q: 3 clusters Score -519979.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -519979.062500 Penalty: 2670.667480
	Iteration 30F: 3 clusters Score -519979.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -138270.375000 Penalty: 1135.766968
	Iteration 0F: 2 clusters Score -138270.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -136799.593750 Penalty: 2271.533936
	Iteration 0F: 3 clusters Score -136799.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -137098.390625 Penalty: 2271.533936
	Iteration 1F: 3 clusters Score -137098.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -137194.515625 Penalty: 2271.533936
	Iteration 2F: 3 clusters Score -137194.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -137248.218750 Penalty: 2271.533936
	Iteration 3Q: 3 clusters Score -137248.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -137285.968750 Penalty: 2271.533936
	Iteration 4Q: 3 clusters Score -137286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -137327.484375 Penalty: 2271.533936
	Iteration 5Q: 3 clusters Score -137327.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -137363.828125 Penalty: 2271.533936
	Iteration 6Q: 3 clusters Score -137363.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -137410.281250 Penalty: 2271.533936
	Iteration 7Q: 3 clusters Score -137410.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -137480.125000 Penalty: 2271.533936
	Iteration 8Q: 3 clusters Score -137480.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -137581.515625 Penalty: 2271.533936
	Iteration 9Q: 3 clusters Score -137581.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -137710.703125 Penalty: 2271.533936
	Iteration 10Q: 3 clusters Score -137710.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -137886.312500 Penalty: 2271.533936
	Iteration 11Q: 3 clusters Score -137886.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -138011.562500 Penalty: 2271.533936
	Iteration 12Q: 3 clusters Score -138011.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -138062.562500 Penalty: 2271.533936
	Iteration 13Q: 3 clusters Score -138062.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -138085.359375 Penalty: 2271.533936
	Iteration 14Q: 3 clusters Score -138085.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -138114.171875 Penalty: 2271.533936
	Iteration 15Q: 3 clusters Score -138114.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -138131.031250 Penalty: 2271.533936
	Iteration 16Q: 3 clusters Score -138131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -138149.703125 Penalty: 2271.533936
	Iteration 17Q: 3 clusters Score -138149.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -138155.234375 Penalty: 2271.533936
	Iteration 18Q: 3 clusters Score -138155.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -138160.171875 Penalty: 2271.533936
	Iteration 19Q: 3 clusters Score -138160.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -138164.437500 Penalty: 2271.533936
	Iteration 20F: 3 clusters Score -138164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -138166.218750 Penalty: 2271.533936
	Iteration 21Q: 3 clusters Score -138166.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -138167.859375 Penalty: 2271.533936
	Iteration 22Q: 3 clusters Score -138167.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -138173.046875 Penalty: 2271.533936
	Iteration 23Q: 3 clusters Score -138173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -138174.171875 Penalty: 2271.533936
	Iteration 24Q: 3 clusters Score -138174.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -138174.171875 Penalty: 2271.533936
	Iteration 25F: 3 clusters Score -138174.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (6052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Entering Unmasked Estep 
Score: -772422.812500 Penalty: 1415.073486
	Iteration 0F: 2 clusters Score -772422.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -767780.500000 Penalty: 2830.146973
	Iteration 0F: 3 clusters Score -767780.5 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -769294.187500 Penalty: 2830.146973
	Iteration 1F: 3 clusters Score -769294.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -769498.250000 Penalty: 2830.146973
	Iteration 2F: 3 clusters Score -769498.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -769630.687500 Penalty: 2830.146973
	Iteration 3Q: 3 clusters Score -769630.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -769734.062500 Penalty: 2830.146973
	Iteration 4Q: 3 clusters Score -769734.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -769836.250000 Penalty: 2830.146973
	Iteration 5Q: 3 clusters Score -769836.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -769938.500000 Penalty: 2830.146973
	Iteration 6Q: 3 clusters Score -769938.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -770042.812500 Penalty: 2830.146973
	Iteration 7Q: 3 clusters Score -770042.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -770157.437500 Penalty: 2830.146973
	Iteration 8Q: 3 clusters Score -770157.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -770279.375000 Penalty: 2830.146973
	Iteration 9Q: 3 clusters Score -770279.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -770402.812500 Penalty: 2830.146973
	Iteration 10Q: 3 clusters Score -770402.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -770526.250000 Penalty: 2830.146973
	Iteration 11Q: 3 clusters Score -770526.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -770641.437500 Penalty: 2830.146973
	Iteration 12Q: 3 clusters Score -770641.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -770725.250000 Penalty: 2830.146973
	Iteration 13Q: 3 clusters Score -770725.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -770795.625000 Penalty: 2830.146973
	Iteration 14Q: 3 clusters Score -770795.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -770857.687500 Penalty: 2830.146973
	Iteration 15Q: 3 clusters Score -770857.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -770916.687500 Penalty: 2830.146973
	Iteration 16Q: 3 clusters Score -770916.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -770962.875000 Penalty: 2830.146973
	Iteration 17Q: 3 clusters Score -770962.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -771000.125000 Penalty: 2830.146973
	Iteration 18Q: 3 clusters Score -771000.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -771035.250000 Penalty: 2830.146973
	Iteration 19Q: 3 clusters Score -771035.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -771064.625000 Penalty: 2830.146973
	Iteration 20F: 3 clusters Score -771064.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -771082.750000 Penalty: 2830.146973
	Iteration 21Q: 3 clusters Score -771082.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -771098.312500 Penalty: 2830.146973
	Iteration 22Q: 3 clusters Score -771098.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -771109.875000 Penalty: 2830.146973
	Iteration 23Q: 3 clusters Score -771109.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -771119.312500 Penalty: 2830.146973
	Iteration 24Q: 3 clusters Score -771119.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -771128.250000 Penalty: 2830.146973
	Iteration 25Q: 3 clusters Score -771128.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -771134.062500 Penalty: 2830.146973
	Iteration 26Q: 3 clusters Score -771134.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -771143.062500 Penalty: 2830.146973
	Iteration 27Q: 3 clusters Score -771143.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -771150.750000 Penalty: 2830.146973
	Iteration 28Q: 3 clusters Score -771150.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -771156.250000 Penalty: 2830.146973
	Iteration 29Q: 3 clusters Score -771156.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -771159.187500 Penalty: 2830.146973
	Iteration 30Q: 3 clusters Score -771159.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -771166.375000 Penalty: 2830.146973
	Iteration 31Q: 3 clusters Score -771166.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -771171.562500 Penalty: 2830.146973
	Iteration 32Q: 3 clusters Score -771171.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -771174.562500 Penalty: 2830.146973
	Iteration 33Q: 3 clusters Score -771174.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -771177.687500 Penalty: 2830.146973
	Iteration 34Q: 3 clusters Score -771177.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -771181.437500 Penalty: 2830.146973
	Iteration 35Q: 3 clusters Score -771181.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -771182.500000 Penalty: 2830.146973
	Iteration 36Q: 3 clusters Score -771182.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -771184.437500 Penalty: 2830.146973
	Iteration 37Q: 3 clusters Score -771184.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -771183.625000 Penalty: 2830.146973
	Iteration 38Q: 3 clusters Score -771183.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -771184.937500 Penalty: 2830.146973
	Iteration 39Q: 3 clusters Score -771184.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -771188.625000 Penalty: 2830.146973
	Iteration 40F: 3 clusters Score -771188.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -771193.812500 Penalty: 2830.146973
	Iteration 41Q: 3 clusters Score -771193.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -771195.125000 Penalty: 2830.146973
	Iteration 42Q: 3 clusters Score -771195.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -771194.687500 Penalty: 2830.146973
	Iteration 43Q: 3 clusters Score -771194.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -771196.687500 Penalty: 2830.146973
	Iteration 44Q: 3 clusters Score -771196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -771195.500000 Penalty: 2830.146973
	Iteration 45Q: 3 clusters Score -771195.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -771195.500000 Penalty: 2830.146973
	Iteration 46F: 3 clusters Score -771195.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (19789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Entering Unmasked Estep 
Score: -3021506.750000 Penalty: 1607.593262
	Iteration 0F: 2 clusters Score -3021507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -3008723.750000 Penalty: 3215.186523
	Iteration 0F: 3 clusters Score -3008724 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -3013813.750000 Penalty: 3215.186523
	Iteration 1F: 3 clusters Score -3013814 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -3014500.500000 Penalty: 3215.186523
	Iteration 2F: 3 clusters Score -3014500 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -3015268.500000 Penalty: 3215.186523
	Iteration 3F: 3 clusters Score -3015268 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3016200.000000 Penalty: 3215.186523
	Iteration 4F: 3 clusters Score -3016200 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -3017233.250000 Penalty: 3215.186523
	Iteration 5F: 3 clusters Score -3017233 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -3018127.250000 Penalty: 3215.186523
	Iteration 6F: 3 clusters Score -3018127 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -3018820.250000 Penalty: 3215.186523
	Iteration 7Q: 3 clusters Score -3018820 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3019293.000000 Penalty: 3215.186523
	Iteration 8Q: 3 clusters Score -3019293 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3019589.250000 Penalty: 3215.186523
	Iteration 9Q: 3 clusters Score -3019589 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3019788.500000 Penalty: 3215.186523
	Iteration 10Q: 3 clusters Score -3019788 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3019918.000000 Penalty: 3215.186523
	Iteration 11Q: 3 clusters Score -3019918 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3020012.000000 Penalty: 3215.186523
	Iteration 12Q: 3 clusters Score -3020012 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3020077.500000 Penalty: 3215.186523
	Iteration 13Q: 3 clusters Score -3020078 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3020126.000000 Penalty: 3215.186523
	Iteration 14Q: 3 clusters Score -3020126 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3020166.750000 Penalty: 3215.186523
	Iteration 15Q: 3 clusters Score -3020167 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3020189.250000 Penalty: 3215.186523
	Iteration 16Q: 3 clusters Score -3020189 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3020206.000000 Penalty: 3215.186523
	Iteration 17Q: 3 clusters Score -3020206 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3020208.500000 Penalty: 3215.186523
	Iteration 18Q: 3 clusters Score -3020208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3020219.000000 Penalty: 3215.186523
	Iteration 19Q: 3 clusters Score -3020219 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3020220.000000 Penalty: 3215.186523
	Iteration 20F: 3 clusters Score -3020220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3020218.500000 Penalty: 3215.186523
	Iteration 21Q: 3 clusters Score -3020218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3020219.750000 Penalty: 3215.186523
	Iteration 22Q: 3 clusters Score -3020220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3020227.000000 Penalty: 3215.186523
	Iteration 23Q: 3 clusters Score -3020227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3020234.500000 Penalty: 3215.186523
	Iteration 24Q: 3 clusters Score -3020234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3020231.000000 Penalty: 3215.186523
	Iteration 25Q: 3 clusters Score -3020231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3020239.250000 Penalty: 3215.186523
	Iteration 26Q: 3 clusters Score -3020239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3020251.750000 Penalty: 3215.186523
	Iteration 27Q: 3 clusters Score -3020252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3020260.000000 Penalty: 3215.186523
	Iteration 28Q: 3 clusters Score -3020260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3020266.250000 Penalty: 3215.186523
	Iteration 29Q: 3 clusters Score -3020266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3020267.000000 Penalty: 3215.186523
	Iteration 30Q: 3 clusters Score -3020267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3020270.250000 Penalty: 3215.186523
	Iteration 31Q: 3 clusters Score -3020270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3020284.500000 Penalty: 3215.186523
	Iteration 32Q: 3 clusters Score -3020284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3020285.750000 Penalty: 3215.186523
	Iteration 33Q: 3 clusters Score -3020286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3020291.250000 Penalty: 3215.186523
	Iteration 34Q: 3 clusters Score -3020291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3020299.250000 Penalty: 3215.186523
	Iteration 35Q: 3 clusters Score -3020299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3020304.000000 Penalty: 3215.186523
	Iteration 36Q: 3 clusters Score -3020304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3020305.250000 Penalty: 3215.186523
	Iteration 37Q: 3 clusters Score -3020305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3020308.000000 Penalty: 3215.186523
	Iteration 38Q: 3 clusters Score -3020308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3020308.000000 Penalty: 3215.186523
	Iteration 39F: 3 clusters Score -3020308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -134074.625000 Penalty: 1120.219116
	Iteration 0F: 2 clusters Score -134074.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -132642.828125 Penalty: 2240.438232
	Iteration 0F: 3 clusters Score -132642.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -132928.859375 Penalty: 2240.438232
	Iteration 1F: 3 clusters Score -132928.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -133006.500000 Penalty: 2240.438232
	Iteration 2F: 3 clusters Score -133006.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -133043.265625 Penalty: 2240.438232
	Iteration 3Q: 3 clusters Score -133043.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -133067.296875 Penalty: 2240.438232
	Iteration 4Q: 3 clusters Score -133067.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -133078.921875 Penalty: 2240.438232
	Iteration 5Q: 3 clusters Score -133078.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -133086.500000 Penalty: 2240.438232
	Iteration 6Q: 3 clusters Score -133086.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -133093.265625 Penalty: 2240.438232
	Iteration 7Q: 3 clusters Score -133093.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -133103.250000 Penalty: 2240.438232
	Iteration 8Q: 3 clusters Score -133103.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -133110.984375 Penalty: 2240.438232
	Iteration 9Q: 3 clusters Score -133111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -133112.687500 Penalty: 2240.438232
	Iteration 10Q: 3 clusters Score -133112.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -133114.250000 Penalty: 2240.438232
	Iteration 11Q: 3 clusters Score -133114.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -133114.250000 Penalty: 2240.438232
	Iteration 12F: 3 clusters Score -133114.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Entering Unmasked Estep 
Score: -327301.250000 Penalty: 1270.102295
	Iteration 0F: 2 clusters Score -327301.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -324906.875000 Penalty: 2540.204590
	Iteration 0F: 3 clusters Score -324906.9 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -325478.562500 Penalty: 2540.204590
	Iteration 1F: 3 clusters Score -325478.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -325630.843750 Penalty: 2540.204590
	Iteration 2F: 3 clusters Score -325630.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -325723.812500 Penalty: 2540.204590
	Iteration 3F: 3 clusters Score -325723.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -325779.406250 Penalty: 2540.204590
	Iteration 4Q: 3 clusters Score -325779.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -325816.656250 Penalty: 2540.204590
	Iteration 5Q: 3 clusters Score -325816.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -325851.281250 Penalty: 2540.204590
	Iteration 6Q: 3 clusters Score -325851.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -325887.468750 Penalty: 2540.204590
	Iteration 7Q: 3 clusters Score -325887.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -325930.000000 Penalty: 2540.204590
	Iteration 8Q: 3 clusters Score -325930 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -325981.281250 Penalty: 2540.204590
	Iteration 9Q: 3 clusters Score -325981.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -326033.593750 Penalty: 2540.204590
	Iteration 10Q: 3 clusters Score -326033.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -326096.531250 Penalty: 2540.204590
	Iteration 11Q: 3 clusters Score -326096.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -326146.250000 Penalty: 2540.204590
	Iteration 12Q: 3 clusters Score -326146.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -326189.062500 Penalty: 2540.204590
	Iteration 13Q: 3 clusters Score -326189.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -326226.343750 Penalty: 2540.204590
	Iteration 14Q: 3 clusters Score -326226.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -326246.656250 Penalty: 2540.204590
	Iteration 15Q: 3 clusters Score -326246.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -326262.031250 Penalty: 2540.204590
	Iteration 16Q: 3 clusters Score -326262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -326276.062500 Penalty: 2540.204590
	Iteration 17Q: 3 clusters Score -326276.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -326286.968750 Penalty: 2540.204590
	Iteration 18Q: 3 clusters Score -326287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -326302.687500 Penalty: 2540.204590
	Iteration 19Q: 3 clusters Score -326302.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -326324.781250 Penalty: 2540.204590
	Iteration 20F: 3 clusters Score -326324.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -326350.843750 Penalty: 2540.204590
	Iteration 21Q: 3 clusters Score -326350.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -326380.531250 Penalty: 2540.204590
	Iteration 22Q: 3 clusters Score -326380.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -326398.906250 Penalty: 2540.204590
	Iteration 23Q: 3 clusters Score -326398.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -326408.718750 Penalty: 2540.204590
	Iteration 24Q: 3 clusters Score -326408.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -326420.406250 Penalty: 2540.204590
	Iteration 25Q: 3 clusters Score -326420.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -326426.687500 Penalty: 2540.204590
	Iteration 26Q: 3 clusters Score -326426.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -326430.968750 Penalty: 2540.204590
	Iteration 27Q: 3 clusters Score -326431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -326436.343750 Penalty: 2540.204590
	Iteration 28Q: 3 clusters Score -326436.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -326438.875000 Penalty: 2540.204590
	Iteration 29Q: 3 clusters Score -326438.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -326443.750000 Penalty: 2540.204590
	Iteration 30Q: 3 clusters Score -326443.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -326445.781250 Penalty: 2540.204590
	Iteration 31Q: 3 clusters Score -326445.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -326446.250000 Penalty: 2540.204590
	Iteration 32Q: 3 clusters Score -326446.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -326446.718750 Penalty: 2540.204590
	Iteration 33Q: 3 clusters Score -326446.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -326446.718750 Penalty: 2540.204590
	Iteration 34F: 3 clusters Score -326446.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -18708.947266 Penalty: 836.467834
	Iteration 0F: 2 clusters Score -18708.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18077.107422 Penalty: 1672.935669
	Iteration 0F: 3 clusters Score -18077.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18140.917969 Penalty: 1672.935669
	Iteration 1F: 3 clusters Score -18140.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18155.544922 Penalty: 1672.935669
	Iteration 2Q: 3 clusters Score -18155.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18158.068359 Penalty: 1672.935669
	Iteration 3Q: 3 clusters Score -18158.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18162.861328 Penalty: 1672.935669
	Iteration 4Q: 3 clusters Score -18162.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18162.861328 Penalty: 1672.935669
	Iteration 5F: 3 clusters Score -18162.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Entering Unmasked Estep 
Score: -308599.250000 Penalty: 1254.430786
	Iteration 0F: 2 clusters Score -308599.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -306315.937500 Penalty: 2508.861572
	Iteration 0F: 3 clusters Score -306315.9 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -306795.750000 Penalty: 2508.861572
	Iteration 1F: 3 clusters Score -306795.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -306953.656250 Penalty: 2508.861572
	Iteration 2F: 3 clusters Score -306953.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -307116.062500 Penalty: 2508.861572
	Iteration 3F: 3 clusters Score -307116.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -307240.718750 Penalty: 2508.861572
	Iteration 4F: 3 clusters Score -307240.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -307342.000000 Penalty: 2508.861572
	Iteration 5Q: 3 clusters Score -307342 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -307426.093750 Penalty: 2508.861572
	Iteration 6Q: 3 clusters Score -307426.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -307491.312500 Penalty: 2508.861572
	Iteration 7Q: 3 clusters Score -307491.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -307550.187500 Penalty: 2508.861572
	Iteration 8Q: 3 clusters Score -307550.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -307603.812500 Penalty: 2508.861572
	Iteration 9Q: 3 clusters Score -307603.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -307647.031250 Penalty: 2508.861572
	Iteration 10Q: 3 clusters Score -307647 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -307699.093750 Penalty: 2508.861572
	Iteration 11Q: 3 clusters Score -307699.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -307731.562500 Penalty: 2508.861572
	Iteration 12Q: 3 clusters Score -307731.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -307747.937500 Penalty: 2508.861572
	Iteration 13Q: 3 clusters Score -307747.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -307759.625000 Penalty: 2508.861572
	Iteration 14Q: 3 clusters Score -307759.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -307776.187500 Penalty: 2508.861572
	Iteration 15Q: 3 clusters Score -307776.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -307786.843750 Penalty: 2508.861572
	Iteration 16Q: 3 clusters Score -307786.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -307794.968750 Penalty: 2508.861572
	Iteration 17Q: 3 clusters Score -307795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -307801.593750 Penalty: 2508.861572
	Iteration 18Q: 3 clusters Score -307801.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -307804.625000 Penalty: 2508.861572
	Iteration 19Q: 3 clusters Score -307804.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -307806.218750 Penalty: 2508.861572
	Iteration 20F: 3 clusters Score -307806.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -307808.218750 Penalty: 2508.861572
	Iteration 21Q: 3 clusters Score -307808.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -307808.687500 Penalty: 2508.861572
	Iteration 22Q: 3 clusters Score -307808.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -307808.625000 Penalty: 2508.861572
	Iteration 23Q: 3 clusters Score -307808.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -307808.625000 Penalty: 2508.861572
	Iteration 24F: 3 clusters Score -307808.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (13185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Entering Unmasked Estep 
Score: -2004196.000000 Penalty: 1541.610718
	Iteration 0F: 2 clusters Score -2004196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1995166.750000 Penalty: 3083.221436
	Iteration 0F: 3 clusters Score -1995167 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1998405.125000 Penalty: 3083.221436
	Iteration 1F: 3 clusters Score -1998405 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1998736.250000 Penalty: 3083.221436
	Iteration 2F: 3 clusters Score -1998736 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1999043.125000 Penalty: 3083.221436
	Iteration 3F: 3 clusters Score -1999043 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1999411.125000 Penalty: 3083.221436
	Iteration 4F: 3 clusters Score -1999411 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1999832.875000 Penalty: 3083.221436
	Iteration 5F: 3 clusters Score -1999833 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2000280.500000 Penalty: 3083.221436
	Iteration 6F: 3 clusters Score -2000280 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2000705.500000 Penalty: 3083.221436
	Iteration 7F: 3 clusters Score -2000706 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2001154.875000 Penalty: 3083.221436
	Iteration 8F: 3 clusters Score -2001155 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2001612.125000 Penalty: 3083.221436
	Iteration 9Q: 3 clusters Score -2001612 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2001994.375000 Penalty: 3083.221436
	Iteration 10Q: 3 clusters Score -2001994 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2002241.875000 Penalty: 3083.221436
	Iteration 11Q: 3 clusters Score -2002242 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2002435.375000 Penalty: 3083.221436
	Iteration 12Q: 3 clusters Score -2002435 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2002563.750000 Penalty: 3083.221436
	Iteration 13Q: 3 clusters Score -2002564 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2002635.500000 Penalty: 3083.221436
	Iteration 14Q: 3 clusters Score -2002636 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2002695.375000 Penalty: 3083.221436
	Iteration 15Q: 3 clusters Score -2002695 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2002745.375000 Penalty: 3083.221436
	Iteration 16Q: 3 clusters Score -2002745 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2002773.125000 Penalty: 3083.221436
	Iteration 17Q: 3 clusters Score -2002773 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2002790.375000 Penalty: 3083.221436
	Iteration 18Q: 3 clusters Score -2002790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2002811.125000 Penalty: 3083.221436
	Iteration 19Q: 3 clusters Score -2002811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2002832.500000 Penalty: 3083.221436
	Iteration 20F: 3 clusters Score -2002832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2002846.875000 Penalty: 3083.221436
	Iteration 21Q: 3 clusters Score -2002847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2002861.750000 Penalty: 3083.221436
	Iteration 22Q: 3 clusters Score -2002862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2002870.250000 Penalty: 3083.221436
	Iteration 23Q: 3 clusters Score -2002870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2002873.625000 Penalty: 3083.221436
	Iteration 24Q: 3 clusters Score -2002874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2002874.625000 Penalty: 3083.221436
	Iteration 25Q: 3 clusters Score -2002875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2002883.750000 Penalty: 3083.221436
	Iteration 26Q: 3 clusters Score -2002884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2002886.500000 Penalty: 3083.221436
	Iteration 27Q: 3 clusters Score -2002886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2002882.625000 Penalty: 3083.221436
	Iteration 28Q: 3 clusters Score -2002883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2002885.375000 Penalty: 3083.221436
	Iteration 29Q: 3 clusters Score -2002885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2002888.875000 Penalty: 3083.221436
	Iteration 30Q: 3 clusters Score -2002889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2002886.000000 Penalty: 3083.221436
	Iteration 31Q: 3 clusters Score -2002886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2002886.375000 Penalty: 3083.221436
	Iteration 32Q: 3 clusters Score -2002886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2002884.625000 Penalty: 3083.221436
	Iteration 33Q: 3 clusters Score -2002885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2002886.750000 Penalty: 3083.221436
	Iteration 34Q: 3 clusters Score -2002887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2002890.750000 Penalty: 3083.221436
	Iteration 35Q: 3 clusters Score -2002891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2002891.750000 Penalty: 3083.221436
	Iteration 36Q: 3 clusters Score -2002892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2002895.500000 Penalty: 3083.221436
	Iteration 37Q: 3 clusters Score -2002896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2002897.875000 Penalty: 3083.221436
	Iteration 38Q: 3 clusters Score -2002898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2002901.500000 Penalty: 3083.221436
	Iteration 39Q: 3 clusters Score -2002902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2002899.875000 Penalty: 3083.221436
	Iteration 40F: 3 clusters Score -2002900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2002900.875000 Penalty: 3083.221436
	Iteration 41Q: 3 clusters Score -2002901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2002902.125000 Penalty: 3083.221436
	Iteration 42Q: 3 clusters Score -2002902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2002902.125000 Penalty: 3083.221436
	Iteration 43F: 3 clusters Score -2002902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (11837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Entering Unmasked Estep 
Score: -1726787.875000 Penalty: 1524.085083
	Iteration 0F: 2 clusters Score -1726788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1718465.875000 Penalty: 3048.170166
	Iteration 0F: 3 clusters Score -1718466 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1721298.125000 Penalty: 3048.170166
	Iteration 1F: 3 clusters Score -1721298 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1721600.375000 Penalty: 3048.170166
	Iteration 2F: 3 clusters Score -1721600 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1721851.000000 Penalty: 3048.170166
	Iteration 3F: 3 clusters Score -1721851 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1722110.625000 Penalty: 3048.170166
	Iteration 4Q: 3 clusters Score -1722111 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1722377.875000 Penalty: 3048.170166
	Iteration 5F: 3 clusters Score -1722378 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1722678.625000 Penalty: 3048.170166
	Iteration 6F: 3 clusters Score -1722679 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1722989.125000 Penalty: 3048.170166
	Iteration 7Q: 3 clusters Score -1722989 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1723384.500000 Penalty: 3048.170166
	Iteration 8F: 3 clusters Score -1723384 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1723834.500000 Penalty: 3048.170166
	Iteration 9F: 3 clusters Score -1723834 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1724272.500000 Penalty: 3048.170166
	Iteration 10Q: 3 clusters Score -1724272 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1724640.125000 Penalty: 3048.170166
	Iteration 11Q: 3 clusters Score -1724640 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1724938.500000 Penalty: 3048.170166
	Iteration 12Q: 3 clusters Score -1724938 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1725136.250000 Penalty: 3048.170166
	Iteration 13Q: 3 clusters Score -1725136 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1725256.000000 Penalty: 3048.170166
	Iteration 14Q: 3 clusters Score -1725256 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1725329.750000 Penalty: 3048.170166
	Iteration 15Q: 3 clusters Score -1725330 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1725379.000000 Penalty: 3048.170166
	Iteration 16Q: 3 clusters Score -1725379 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1725428.250000 Penalty: 3048.170166
	Iteration 17Q: 3 clusters Score -1725428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1725461.250000 Penalty: 3048.170166
	Iteration 18Q: 3 clusters Score -1725461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1725479.625000 Penalty: 3048.170166
	Iteration 19Q: 3 clusters Score -1725480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1725493.750000 Penalty: 3048.170166
	Iteration 20F: 3 clusters Score -1725494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1725504.125000 Penalty: 3048.170166
	Iteration 21Q: 3 clusters Score -1725504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1725508.125000 Penalty: 3048.170166
	Iteration 22Q: 3 clusters Score -1725508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1725519.875000 Penalty: 3048.170166
	Iteration 23Q: 3 clusters Score -1725520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1725528.000000 Penalty: 3048.170166
	Iteration 24Q: 3 clusters Score -1725528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1725532.375000 Penalty: 3048.170166
	Iteration 25Q: 3 clusters Score -1725532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1725537.750000 Penalty: 3048.170166
	Iteration 26Q: 3 clusters Score -1725538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1725540.500000 Penalty: 3048.170166
	Iteration 27Q: 3 clusters Score -1725540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1725542.000000 Penalty: 3048.170166
	Iteration 28Q: 3 clusters Score -1725542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1725544.625000 Penalty: 3048.170166
	Iteration 29Q: 3 clusters Score -1725545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1725547.625000 Penalty: 3048.170166
	Iteration 30Q: 3 clusters Score -1725548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1725548.250000 Penalty: 3048.170166
	Iteration 31Q: 3 clusters Score -1725548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1725547.500000 Penalty: 3048.170166
	Iteration 32Q: 3 clusters Score -1725548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1725547.500000 Penalty: 3048.170166
	Iteration 33F: 3 clusters Score -1725548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -69272.898438 Penalty: 1017.802185
	Iteration 0F: 2 clusters Score -69272.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68292.578125 Penalty: 2035.604370
	Iteration 0F: 3 clusters Score -68292.58 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -68663.484375 Penalty: 2035.604370
	Iteration 1F: 3 clusters Score -68663.48 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -68876.351562 Penalty: 2035.604370
	Iteration 2F: 3 clusters Score -68876.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -68959.484375 Penalty: 2035.604370
	Iteration 3Q: 3 clusters Score -68959.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -68989.203125 Penalty: 2035.604370
	Iteration 4Q: 3 clusters Score -68989.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -69025.851562 Penalty: 2035.604370
	Iteration 5Q: 3 clusters Score -69025.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -69036.906250 Penalty: 2035.604370
	Iteration 6Q: 3 clusters Score -69036.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -69042.218750 Penalty: 2035.604370
	Iteration 7Q: 3 clusters Score -69042.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -69042.218750 Penalty: 2035.604370
	Iteration 8F: 3 clusters Score -69042.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (14017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Entering Unmasked Estep 
Score: -2125603.000000 Penalty: 1551.554199
	Iteration 0F: 2 clusters Score -2125603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2116050.000000 Penalty: 3103.108398
	Iteration 0F: 3 clusters Score -2116050 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2119562.750000 Penalty: 3103.108398
	Iteration 1F: 3 clusters Score -2119563 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2119966.250000 Penalty: 3103.108398
	Iteration 2F: 3 clusters Score -2119966 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2120312.000000 Penalty: 3103.108398
	Iteration 3F: 3 clusters Score -2120312 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2120627.250000 Penalty: 3103.108398
	Iteration 4F: 3 clusters Score -2120627 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2120900.000000 Penalty: 3103.108398
	Iteration 5Q: 3 clusters Score -2120900 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2121103.750000 Penalty: 3103.108398
	Iteration 6Q: 3 clusters Score -2121104 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2121247.000000 Penalty: 3103.108398
	Iteration 7Q: 3 clusters Score -2121247 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2121363.000000 Penalty: 3103.108398
	Iteration 8Q: 3 clusters Score -2121363 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2121443.500000 Penalty: 3103.108398
	Iteration 9Q: 3 clusters Score -2121444 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2121513.250000 Penalty: 3103.108398
	Iteration 10Q: 3 clusters Score -2121513 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2121568.750000 Penalty: 3103.108398
	Iteration 11Q: 3 clusters Score -2121569 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2121625.000000 Penalty: 3103.108398
	Iteration 12Q: 3 clusters Score -2121625 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2121672.250000 Penalty: 3103.108398
	Iteration 13Q: 3 clusters Score -2121672 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2121701.000000 Penalty: 3103.108398
	Iteration 14Q: 3 clusters Score -2121701 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2121747.000000 Penalty: 3103.108398
	Iteration 15Q: 3 clusters Score -2121747 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2121785.750000 Penalty: 3103.108398
	Iteration 16Q: 3 clusters Score -2121786 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2121837.500000 Penalty: 3103.108398
	Iteration 17Q: 3 clusters Score -2121838 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2121898.000000 Penalty: 3103.108398
	Iteration 18Q: 3 clusters Score -2121898 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2121952.500000 Penalty: 3103.108398
	Iteration 19Q: 3 clusters Score -2121952 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2122032.250000 Penalty: 3103.108398
	Iteration 20F: 3 clusters Score -2122032 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2122133.750000 Penalty: 3103.108398
	Iteration 21Q: 3 clusters Score -2122134 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2122300.750000 Penalty: 3103.108398
	Iteration 22Q: 3 clusters Score -2122301 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2122483.000000 Penalty: 3103.108398
	Iteration 23Q: 3 clusters Score -2122483 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2122692.250000 Penalty: 3103.108398
	Iteration 24Q: 3 clusters Score -2122692 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2122920.750000 Penalty: 3103.108398
	Iteration 25Q: 3 clusters Score -2122921 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2123181.250000 Penalty: 3103.108398
	Iteration 26Q: 3 clusters Score -2123181 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2123432.250000 Penalty: 3103.108398
	Iteration 27Q: 3 clusters Score -2123432 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2123690.000000 Penalty: 3103.108398
	Iteration 28Q: 3 clusters Score -2123690 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2123926.250000 Penalty: 3103.108398
	Iteration 29Q: 3 clusters Score -2123926 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2124081.500000 Penalty: 3103.108398
	Iteration 30Q: 3 clusters Score -2124082 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2124201.250000 Penalty: 3103.108398
	Iteration 31Q: 3 clusters Score -2124201 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2124287.250000 Penalty: 3103.108398
	Iteration 32Q: 3 clusters Score -2124287 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2124347.000000 Penalty: 3103.108398
	Iteration 33Q: 3 clusters Score -2124347 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2124388.250000 Penalty: 3103.108398
	Iteration 34Q: 3 clusters Score -2124388 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2124415.500000 Penalty: 3103.108398
	Iteration 35Q: 3 clusters Score -2124416 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2124434.250000 Penalty: 3103.108398
	Iteration 36Q: 3 clusters Score -2124434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2124447.500000 Penalty: 3103.108398
	Iteration 37Q: 3 clusters Score -2124448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2124455.500000 Penalty: 3103.108398
	Iteration 38Q: 3 clusters Score -2124456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2124463.000000 Penalty: 3103.108398
	Iteration 39Q: 3 clusters Score -2124463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2124466.500000 Penalty: 3103.108398
	Iteration 40F: 3 clusters Score -2124466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2124470.500000 Penalty: 3103.108398
	Iteration 41Q: 3 clusters Score -2124470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2124472.750000 Penalty: 3103.108398
	Iteration 42Q: 3 clusters Score -2124473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2124471.750000 Penalty: 3103.108398
	Iteration 43Q: 3 clusters Score -2124472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2124474.500000 Penalty: 3103.108398
	Iteration 44Q: 3 clusters Score -2124474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2124475.500000 Penalty: 3103.108398
	Iteration 45Q: 3 clusters Score -2124476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2124480.250000 Penalty: 3103.108398
	Iteration 46Q: 3 clusters Score -2124480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2124481.750000 Penalty: 3103.108398
	Iteration 47Q: 3 clusters Score -2124482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2124483.500000 Penalty: 3103.108398
	Iteration 48Q: 3 clusters Score -2124484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2124482.500000 Penalty: 3103.108398
	Iteration 49Q: 3 clusters Score -2124482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2124484.000000 Penalty: 3103.108398
	Iteration 50Q: 3 clusters Score -2124484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2124484.750000 Penalty: 3103.108398
	Iteration 51Q: 3 clusters Score -2124485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2124486.250000 Penalty: 3103.108398
	Iteration 52Q: 3 clusters Score -2124486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2124487.000000 Penalty: 3103.108398
	Iteration 53Q: 3 clusters Score -2124487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2124488.000000 Penalty: 3103.108398
	Iteration 54Q: 3 clusters Score -2124488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2124489.000000 Penalty: 3103.108398
	Iteration 55Q: 3 clusters Score -2124489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2124488.000000 Penalty: 3103.108398
	Iteration 56Q: 3 clusters Score -2124488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2124489.000000 Penalty: 3103.108398
	Iteration 57Q: 3 clusters Score -2124489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2124491.250000 Penalty: 3103.108398
	Iteration 58Q: 3 clusters Score -2124491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2124494.500000 Penalty: 3103.108398
	Iteration 59Q: 3 clusters Score -2124494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2124495.500000 Penalty: 3103.108398
	Iteration 60F: 3 clusters Score -2124496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2124496.250000 Penalty: 3103.108398
	Iteration 61Q: 3 clusters Score -2124496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2124495.250000 Penalty: 3103.108398
	Iteration 62Q: 3 clusters Score -2124495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2124495.250000 Penalty: 3103.108398
	Iteration 63F: 3 clusters Score -2124495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -211296.859375 Penalty: 1205.356812
	Iteration 0F: 2 clusters Score -211296.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -209515.234375 Penalty: 2410.713623
	Iteration 0F: 3 clusters Score -209515.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -210098.921875 Penalty: 2410.713623
	Iteration 1F: 3 clusters Score -210098.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -210410.015625 Penalty: 2410.713623
	Iteration 2F: 3 clusters Score -210410 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -210603.281250 Penalty: 2410.713623
	Iteration 3F: 3 clusters Score -210603.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -210716.000000 Penalty: 2410.713623
	Iteration 4F: 3 clusters Score -210716 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -210772.750000 Penalty: 2410.713623
	Iteration 5Q: 3 clusters Score -210772.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -210803.078125 Penalty: 2410.713623
	Iteration 6Q: 3 clusters Score -210803.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -210819.937500 Penalty: 2410.713623
	Iteration 7Q: 3 clusters Score -210819.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -210829.281250 Penalty: 2410.713623
	Iteration 8Q: 3 clusters Score -210829.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -210840.265625 Penalty: 2410.713623
	Iteration 9Q: 3 clusters Score -210840.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -210847.078125 Penalty: 2410.713623
	Iteration 10Q: 3 clusters Score -210847.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -210852.187500 Penalty: 2410.713623
	Iteration 11Q: 3 clusters Score -210852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -210855.671875 Penalty: 2410.713623
	Iteration 12Q: 3 clusters Score -210855.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -210858.562500 Penalty: 2410.713623
	Iteration 13Q: 3 clusters Score -210858.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -210862.281250 Penalty: 2410.713623
	Iteration 14Q: 3 clusters Score -210862.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -210867.000000 Penalty: 2410.713623
	Iteration 15Q: 3 clusters Score -210867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -210869.890625 Penalty: 2410.713623
	Iteration 16Q: 3 clusters Score -210869.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -210873.328125 Penalty: 2410.713623
	Iteration 17Q: 3 clusters Score -210873.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -210879.125000 Penalty: 2410.713623
	Iteration 18Q: 3 clusters Score -210879.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -210887.578125 Penalty: 2410.713623
	Iteration 19Q: 3 clusters Score -210887.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -210898.703125 Penalty: 2410.713623
	Iteration 20F: 3 clusters Score -210898.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -210907.765625 Penalty: 2410.713623
	Iteration 21Q: 3 clusters Score -210907.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -210911.187500 Penalty: 2410.713623
	Iteration 22Q: 3 clusters Score -210911.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -210916.109375 Penalty: 2410.713623
	Iteration 23Q: 3 clusters Score -210916.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -210918.453125 Penalty: 2410.713623
	Iteration 24Q: 3 clusters Score -210918.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -210921.187500 Penalty: 2410.713623
	Iteration 25Q: 3 clusters Score -210921.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -210921.812500 Penalty: 2410.713623
	Iteration 26Q: 3 clusters Score -210921.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -210923.281250 Penalty: 2410.713623
	Iteration 27Q: 3 clusters Score -210923.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -210923.281250 Penalty: 2410.713623
	Iteration 28F: 3 clusters Score -210923.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -99236.968750 Penalty: 1098.567383
	Iteration 0F: 2 clusters Score -99236.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -97924.406250 Penalty: 2197.134766
	Iteration 0F: 3 clusters Score -97924.41 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -98210.648438 Penalty: 2197.134766
	Iteration 1F: 3 clusters Score -98210.65 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -98302.609375 Penalty: 2197.134766
	Iteration 2F: 3 clusters Score -98302.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -98366.585938 Penalty: 2197.134766
	Iteration 3Q: 3 clusters Score -98366.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98390.820312 Penalty: 2197.134766
	Iteration 4Q: 3 clusters Score -98390.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -98412.890625 Penalty: 2197.134766
	Iteration 5Q: 3 clusters Score -98412.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -98434.476562 Penalty: 2197.134766
	Iteration 6Q: 3 clusters Score -98434.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -98460.000000 Penalty: 2197.134766
	Iteration 7Q: 3 clusters Score -98460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -98466.578125 Penalty: 2197.134766
	Iteration 8Q: 3 clusters Score -98466.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -98480.898438 Penalty: 2197.134766
	Iteration 9Q: 3 clusters Score -98480.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -98486.617188 Penalty: 2197.134766
	Iteration 10Q: 3 clusters Score -98486.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -98489.468750 Penalty: 2197.134766
	Iteration 11Q: 3 clusters Score -98489.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -98491.796875 Penalty: 2197.134766
	Iteration 12Q: 3 clusters Score -98491.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -98492.906250 Penalty: 2197.134766
	Iteration 13Q: 3 clusters Score -98492.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -98493.546875 Penalty: 2197.134766
	Iteration 14Q: 3 clusters Score -98493.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -98493.546875 Penalty: 2197.134766
	Iteration 15F: 3 clusters Score -98493.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (6712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Entering Unmasked Estep 
Score: -972528.875000 Penalty: 1431.893433
	Iteration 0F: 2 clusters Score -972528.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -967473.437500 Penalty: 2863.786865
	Iteration 0F: 3 clusters Score -967473.4 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -969022.812500 Penalty: 2863.786865
	Iteration 1F: 3 clusters Score -969022.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -969241.125000 Penalty: 2863.786865
	Iteration 2F: 3 clusters Score -969241.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -969380.062500 Penalty: 2863.786865
	Iteration 3F: 3 clusters Score -969380.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -969483.875000 Penalty: 2863.786865
	Iteration 4Q: 3 clusters Score -969483.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -969576.000000 Penalty: 2863.786865
	Iteration 5Q: 3 clusters Score -969576 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -969658.062500 Penalty: 2863.786865
	Iteration 6Q: 3 clusters Score -969658.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -969728.625000 Penalty: 2863.786865
	Iteration 7Q: 3 clusters Score -969728.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -969799.562500 Penalty: 2863.786865
	Iteration 8Q: 3 clusters Score -969799.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -969880.687500 Penalty: 2863.786865
	Iteration 9Q: 3 clusters Score -969880.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -969965.562500 Penalty: 2863.786865
	Iteration 10Q: 3 clusters Score -969965.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -970071.187500 Penalty: 2863.786865
	Iteration 11Q: 3 clusters Score -970071.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -970182.250000 Penalty: 2863.786865
	Iteration 12Q: 3 clusters Score -970182.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -970313.312500 Penalty: 2863.786865
	Iteration 13Q: 3 clusters Score -970313.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -970431.062500 Penalty: 2863.786865
	Iteration 14Q: 3 clusters Score -970431.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -970560.625000 Penalty: 2863.786865
	Iteration 15Q: 3 clusters Score -970560.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -970688.562500 Penalty: 2863.786865
	Iteration 16Q: 3 clusters Score -970688.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -970798.687500 Penalty: 2863.786865
	Iteration 17Q: 3 clusters Score -970798.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -970891.937500 Penalty: 2863.786865
	Iteration 18Q: 3 clusters Score -970891.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -970963.687500 Penalty: 2863.786865
	Iteration 19Q: 3 clusters Score -970963.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -971012.187500 Penalty: 2863.786865
	Iteration 20F: 3 clusters Score -971012.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -971057.937500 Penalty: 2863.786865
	Iteration 21Q: 3 clusters Score -971057.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -971093.375000 Penalty: 2863.786865
	Iteration 22Q: 3 clusters Score -971093.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -971132.312500 Penalty: 2863.786865
	Iteration 23Q: 3 clusters Score -971132.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -971168.000000 Penalty: 2863.786865
	Iteration 24Q: 3 clusters Score -971168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -971199.687500 Penalty: 2863.786865
	Iteration 25Q: 3 clusters Score -971199.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -971223.687500 Penalty: 2863.786865
	Iteration 26Q: 3 clusters Score -971223.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -971246.750000 Penalty: 2863.786865
	Iteration 27Q: 3 clusters Score -971246.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -971262.500000 Penalty: 2863.786865
	Iteration 28Q: 3 clusters Score -971262.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -971278.250000 Penalty: 2863.786865
	Iteration 29Q: 3 clusters Score -971278.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -971290.687500 Penalty: 2863.786865
	Iteration 30Q: 3 clusters Score -971290.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -971296.062500 Penalty: 2863.786865
	Iteration 31Q: 3 clusters Score -971296.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -971299.875000 Penalty: 2863.786865
	Iteration 32Q: 3 clusters Score -971299.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -971302.062500 Penalty: 2863.786865
	Iteration 33Q: 3 clusters Score -971302.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -971303.562500 Penalty: 2863.786865
	Iteration 34Q: 3 clusters Score -971303.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -971305.750000 Penalty: 2863.786865
	Iteration 35Q: 3 clusters Score -971305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -971309.625000 Penalty: 2863.786865
	Iteration 36Q: 3 clusters Score -971309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -971311.312500 Penalty: 2863.786865
	Iteration 37Q: 3 clusters Score -971311.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -971315.812500 Penalty: 2863.786865
	Iteration 38Q: 3 clusters Score -971315.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -971318.125000 Penalty: 2863.786865
	Iteration 39Q: 3 clusters Score -971318.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -971318.687500 Penalty: 2863.786865
	Iteration 40F: 3 clusters Score -971318.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -971317.562500 Penalty: 2863.786865
	Iteration 41Q: 3 clusters Score -971317.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -971319.187500 Penalty: 2863.786865
	Iteration 42Q: 3 clusters Score -971319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -971322.062500 Penalty: 2863.786865
	Iteration 43Q: 3 clusters Score -971322.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -971322.062500 Penalty: 2863.786865
	Iteration 44F: 3 clusters Score -971322.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (19054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Entering Unmasked Estep 
Score: -2900313.000000 Penalty: 1601.442749
	Iteration 0F: 2 clusters Score -2900313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2888306.750000 Penalty: 3202.885498
	Iteration 0F: 3 clusters Score -2888307 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2893268.500000 Penalty: 3202.885498
	Iteration 1F: 3 clusters Score -2893268 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2893851.250000 Penalty: 3202.885498
	Iteration 2F: 3 clusters Score -2893851 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2894454.250000 Penalty: 3202.885498
	Iteration 3F: 3 clusters Score -2894454 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2895011.750000 Penalty: 3202.885498
	Iteration 4F: 3 clusters Score -2895012 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2895665.750000 Penalty: 3202.885498
	Iteration 5F: 3 clusters Score -2895666 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2896245.750000 Penalty: 3202.885498
	Iteration 6F: 3 clusters Score -2896246 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2896731.750000 Penalty: 3202.885498
	Iteration 7F: 3 clusters Score -2896732 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2897122.500000 Penalty: 3202.885498
	Iteration 8Q: 3 clusters Score -2897122 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2897433.750000 Penalty: 3202.885498
	Iteration 9Q: 3 clusters Score -2897434 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2897624.750000 Penalty: 3202.885498
	Iteration 10Q: 3 clusters Score -2897625 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2897745.500000 Penalty: 3202.885498
	Iteration 11Q: 3 clusters Score -2897746 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2897835.000000 Penalty: 3202.885498
	Iteration 12Q: 3 clusters Score -2897835 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2897907.000000 Penalty: 3202.885498
	Iteration 13Q: 3 clusters Score -2897907 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2897970.250000 Penalty: 3202.885498
	Iteration 14Q: 3 clusters Score -2897970 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2898048.250000 Penalty: 3202.885498
	Iteration 15Q: 3 clusters Score -2898048 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2898102.750000 Penalty: 3202.885498
	Iteration 16Q: 3 clusters Score -2898103 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2898176.750000 Penalty: 3202.885498
	Iteration 17Q: 3 clusters Score -2898177 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2898234.500000 Penalty: 3202.885498
	Iteration 18Q: 3 clusters Score -2898234 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2898273.750000 Penalty: 3202.885498
	Iteration 19Q: 3 clusters Score -2898274 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2898316.500000 Penalty: 3202.885498
	Iteration 20F: 3 clusters Score -2898316 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2898366.750000 Penalty: 3202.885498
	Iteration 21Q: 3 clusters Score -2898367 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2898421.500000 Penalty: 3202.885498
	Iteration 22Q: 3 clusters Score -2898422 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2898477.500000 Penalty: 3202.885498
	Iteration 23Q: 3 clusters Score -2898478 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2898548.000000 Penalty: 3202.885498
	Iteration 24Q: 3 clusters Score -2898548 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2898585.500000 Penalty: 3202.885498
	Iteration 25Q: 3 clusters Score -2898586 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2898634.000000 Penalty: 3202.885498
	Iteration 26Q: 3 clusters Score -2898634 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2898682.000000 Penalty: 3202.885498
	Iteration 27Q: 3 clusters Score -2898682 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2898738.750000 Penalty: 3202.885498
	Iteration 28Q: 3 clusters Score -2898739 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2898777.500000 Penalty: 3202.885498
	Iteration 29Q: 3 clusters Score -2898778 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2898811.750000 Penalty: 3202.885498
	Iteration 30Q: 3 clusters Score -2898812 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2898847.250000 Penalty: 3202.885498
	Iteration 31Q: 3 clusters Score -2898847 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2898878.750000 Penalty: 3202.885498
	Iteration 32Q: 3 clusters Score -2898879 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2898888.000000 Penalty: 3202.885498
	Iteration 33Q: 3 clusters Score -2898888 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2898896.750000 Penalty: 3202.885498
	Iteration 34Q: 3 clusters Score -2898897 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2898923.500000 Penalty: 3202.885498
	Iteration 35Q: 3 clusters Score -2898924 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2898928.500000 Penalty: 3202.885498
	Iteration 36Q: 3 clusters Score -2898928 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2898935.500000 Penalty: 3202.885498
	Iteration 37Q: 3 clusters Score -2898936 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2898934.000000 Penalty: 3202.885498
	Iteration 38Q: 3 clusters Score -2898934 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2898931.750000 Penalty: 3202.885498
	Iteration 39Q: 3 clusters Score -2898932 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2898934.500000 Penalty: 3202.885498
	Iteration 40F: 3 clusters Score -2898934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2898926.500000 Penalty: 3202.885498
	Iteration 41Q: 3 clusters Score -2898926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2898925.250000 Penalty: 3202.885498
	Iteration 42Q: 3 clusters Score -2898925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2898924.750000 Penalty: 3202.885498
	Iteration 43Q: 3 clusters Score -2898925 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2898918.750000 Penalty: 3202.885498
	Iteration 44Q: 3 clusters Score -2898919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2898924.750000 Penalty: 3202.885498
	Iteration 45Q: 3 clusters Score -2898925 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2898925.750000 Penalty: 3202.885498
	Iteration 46Q: 3 clusters Score -2898926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2898918.250000 Penalty: 3202.885498
	Iteration 47Q: 3 clusters Score -2898918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2898918.500000 Penalty: 3202.885498
	Iteration 48Q: 3 clusters Score -2898918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2898917.750000 Penalty: 3202.885498
	Iteration 49Q: 3 clusters Score -2898918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2898910.250000 Penalty: 3202.885498
	Iteration 50Q: 3 clusters Score -2898910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2898918.750000 Penalty: 3202.885498
	Iteration 51Q: 3 clusters Score -2898919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2898907.750000 Penalty: 3202.885498
	Iteration 52Q: 3 clusters Score -2898908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2898909.250000 Penalty: 3202.885498
	Iteration 53Q: 3 clusters Score -2898909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2898907.000000 Penalty: 3202.885498
	Iteration 54Q: 3 clusters Score -2898907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2898901.500000 Penalty: 3202.885498
	Iteration 55Q: 3 clusters Score -2898902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2898899.500000 Penalty: 3202.885498
	Iteration 56Q: 3 clusters Score -2898900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2898901.250000 Penalty: 3202.885498
	Iteration 57Q: 3 clusters Score -2898901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2898902.250000 Penalty: 3202.885498
	Iteration 58Q: 3 clusters Score -2898902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2898899.750000 Penalty: 3202.885498
	Iteration 59Q: 3 clusters Score -2898900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2898897.250000 Penalty: 3202.885498
	Iteration 60F: 3 clusters Score -2898897 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2898902.250000 Penalty: 3202.885498
	Iteration 61Q: 3 clusters Score -2898902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2898893.750000 Penalty: 3202.885498
	Iteration 62Q: 3 clusters Score -2898894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2898899.750000 Penalty: 3202.885498
	Iteration 63Q: 3 clusters Score -2898900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2898897.500000 Penalty: 3202.885498
	Iteration 64Q: 3 clusters Score -2898898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2898893.250000 Penalty: 3202.885498
	Iteration 65Q: 3 clusters Score -2898893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2898893.250000 Penalty: 3202.885498
	Iteration 66Q: 3 clusters Score -2898893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2898892.000000 Penalty: 3202.885498
	Iteration 67Q: 3 clusters Score -2898892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2898886.250000 Penalty: 3202.885498
	Iteration 68Q: 3 clusters Score -2898886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2898881.750000 Penalty: 3202.885498
	Iteration 69Q: 3 clusters Score -2898882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2898880.750000 Penalty: 3202.885498
	Iteration 70Q: 3 clusters Score -2898881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2898877.500000 Penalty: 3202.885498
	Iteration 71Q: 3 clusters Score -2898878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2898876.750000 Penalty: 3202.885498
	Iteration 72Q: 3 clusters Score -2898877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2898882.250000 Penalty: 3202.885498
	Iteration 73Q: 3 clusters Score -2898882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2898879.750000 Penalty: 3202.885498
	Iteration 74Q: 3 clusters Score -2898880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2898875.750000 Penalty: 3202.885498
	Iteration 75Q: 3 clusters Score -2898876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2898874.250000 Penalty: 3202.885498
	Iteration 76Q: 3 clusters Score -2898874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2898868.500000 Penalty: 3202.885498
	Iteration 77Q: 3 clusters Score -2898868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2898868.500000 Penalty: 3202.885498
	Iteration 78Q: 3 clusters Score -2898868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2898869.500000 Penalty: 3202.885498
	Iteration 79Q: 3 clusters Score -2898870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2898874.250000 Penalty: 3202.885498
	Iteration 80F: 3 clusters Score -2898874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2898874.500000 Penalty: 3202.885498
	Iteration 81Q: 3 clusters Score -2898874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2898872.000000 Penalty: 3202.885498
	Iteration 82Q: 3 clusters Score -2898872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2898868.750000 Penalty: 3202.885498
	Iteration 83Q: 3 clusters Score -2898869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2898863.250000 Penalty: 3202.885498
	Iteration 84Q: 3 clusters Score -2898863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2898865.000000 Penalty: 3202.885498
	Iteration 85Q: 3 clusters Score -2898865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2898861.250000 Penalty: 3202.885498
	Iteration 86Q: 3 clusters Score -2898861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2898862.250000 Penalty: 3202.885498
	Iteration 87Q: 3 clusters Score -2898862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2898862.250000 Penalty: 3202.885498
	Iteration 88F: 3 clusters Score -2898862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Entering Unmasked Estep 
Score: -230281.890625 Penalty: 1210.921143
	Iteration 0F: 2 clusters Score -230281.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -228395.265625 Penalty: 2421.842285
	Iteration 0F: 3 clusters Score -228395.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -228816.671875 Penalty: 2421.842285
	Iteration 1F: 3 clusters Score -228816.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -228937.156250 Penalty: 2421.842285
	Iteration 2F: 3 clusters Score -228937.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -229003.937500 Penalty: 2421.842285
	Iteration 3Q: 3 clusters Score -229003.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -229034.296875 Penalty: 2421.842285
	Iteration 4Q: 3 clusters Score -229034.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -229072.203125 Penalty: 2421.842285
	Iteration 5Q: 3 clusters Score -229072.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -229104.625000 Penalty: 2421.842285
	Iteration 6Q: 3 clusters Score -229104.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -229126.765625 Penalty: 2421.842285
	Iteration 7Q: 3 clusters Score -229126.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -229146.937500 Penalty: 2421.842285
	Iteration 8Q: 3 clusters Score -229146.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -229162.515625 Penalty: 2421.842285
	Iteration 9Q: 3 clusters Score -229162.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -229175.281250 Penalty: 2421.842285
	Iteration 10Q: 3 clusters Score -229175.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -229184.953125 Penalty: 2421.842285
	Iteration 11Q: 3 clusters Score -229185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -229191.812500 Penalty: 2421.842285
	Iteration 12Q: 3 clusters Score -229191.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -229205.703125 Penalty: 2421.842285
	Iteration 13Q: 3 clusters Score -229205.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -229221.093750 Penalty: 2421.842285
	Iteration 14Q: 3 clusters Score -229221.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -229238.031250 Penalty: 2421.842285
	Iteration 15Q: 3 clusters Score -229238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -229259.156250 Penalty: 2421.842285
	Iteration 16Q: 3 clusters Score -229259.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -229290.062500 Penalty: 2421.842285
	Iteration 17Q: 3 clusters Score -229290.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -229315.828125 Penalty: 2421.842285
	Iteration 18Q: 3 clusters Score -229315.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -229342.500000 Penalty: 2421.842285
	Iteration 19Q: 3 clusters Score -229342.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -229375.781250 Penalty: 2421.842285
	Iteration 20F: 3 clusters Score -229375.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -229405.203125 Penalty: 2421.842285
	Iteration 21Q: 3 clusters Score -229405.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -229421.671875 Penalty: 2421.842285
	Iteration 22Q: 3 clusters Score -229421.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -229443.812500 Penalty: 2421.842285
	Iteration 23Q: 3 clusters Score -229443.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -229466.484375 Penalty: 2421.842285
	Iteration 24Q: 3 clusters Score -229466.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -229492.531250 Penalty: 2421.842285
	Iteration 25Q: 3 clusters Score -229492.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -229525.828125 Penalty: 2421.842285
	Iteration 26Q: 3 clusters Score -229525.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -229550.468750 Penalty: 2421.842285
	Iteration 27Q: 3 clusters Score -229550.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -229570.515625 Penalty: 2421.842285
	Iteration 28Q: 3 clusters Score -229570.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -229585.515625 Penalty: 2421.842285
	Iteration 29Q: 3 clusters Score -229585.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -229598.375000 Penalty: 2421.842285
	Iteration 30Q: 3 clusters Score -229598.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -229608.531250 Penalty: 2421.842285
	Iteration 31Q: 3 clusters Score -229608.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -229622.687500 Penalty: 2421.842285
	Iteration 32Q: 3 clusters Score -229622.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -229631.234375 Penalty: 2421.842285
	Iteration 33Q: 3 clusters Score -229631.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -229635.875000 Penalty: 2421.842285
	Iteration 34Q: 3 clusters Score -229635.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -229639.546875 Penalty: 2421.842285
	Iteration 35Q: 3 clusters Score -229639.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -229640.734375 Penalty: 2421.842285
	Iteration 36Q: 3 clusters Score -229640.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -229642.781250 Penalty: 2421.842285
	Iteration 37Q: 3 clusters Score -229642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -229645.640625 Penalty: 2421.842285
	Iteration 38Q: 3 clusters Score -229645.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -229645.640625 Penalty: 2421.842285
	Iteration 39F: 3 clusters Score -229645.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (4449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Entering Unmasked Estep 
Score: -587536.250000 Penalty: 1365.070557
	Iteration 0F: 2 clusters Score -587536.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -583902.812500 Penalty: 2730.141113
	Iteration 0F: 3 clusters Score -583902.8 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -584906.000000 Penalty: 2730.141113
	Iteration 1F: 3 clusters Score -584906 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -585104.312500 Penalty: 2730.141113
	Iteration 2F: 3 clusters Score -585104.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -585252.312500 Penalty: 2730.141113
	Iteration 3F: 3 clusters Score -585252.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -585397.875000 Penalty: 2730.141113
	Iteration 4Q: 3 clusters Score -585397.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -585535.812500 Penalty: 2730.141113
	Iteration 5Q: 3 clusters Score -585535.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -585693.250000 Penalty: 2730.141113
	Iteration 6Q: 3 clusters Score -585693.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -585836.062500 Penalty: 2730.141113
	Iteration 7Q: 3 clusters Score -585836.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -585979.437500 Penalty: 2730.141113
	Iteration 8Q: 3 clusters Score -585979.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -586087.937500 Penalty: 2730.141113
	Iteration 9Q: 3 clusters Score -586087.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -586161.937500 Penalty: 2730.141113
	Iteration 10Q: 3 clusters Score -586161.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -586227.812500 Penalty: 2730.141113
	Iteration 11Q: 3 clusters Score -586227.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -586276.875000 Penalty: 2730.141113
	Iteration 12Q: 3 clusters Score -586276.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -586315.500000 Penalty: 2730.141113
	Iteration 13Q: 3 clusters Score -586315.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -586346.250000 Penalty: 2730.141113
	Iteration 14Q: 3 clusters Score -586346.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -586380.500000 Penalty: 2730.141113
	Iteration 15Q: 3 clusters Score -586380.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -586406.562500 Penalty: 2730.141113
	Iteration 16Q: 3 clusters Score -586406.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -586447.687500 Penalty: 2730.141113
	Iteration 17Q: 3 clusters Score -586447.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -586482.750000 Penalty: 2730.141113
	Iteration 18Q: 3 clusters Score -586482.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -586518.812500 Penalty: 2730.141113
	Iteration 19Q: 3 clusters Score -586518.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -586551.187500 Penalty: 2730.141113
	Iteration 20F: 3 clusters Score -586551.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -586570.500000 Penalty: 2730.141113
	Iteration 21Q: 3 clusters Score -586570.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -586586.875000 Penalty: 2730.141113
	Iteration 22Q: 3 clusters Score -586586.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -586598.937500 Penalty: 2730.141113
	Iteration 23Q: 3 clusters Score -586598.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -586607.000000 Penalty: 2730.141113
	Iteration 24Q: 3 clusters Score -586607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -586612.562500 Penalty: 2730.141113
	Iteration 25Q: 3 clusters Score -586612.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -586618.250000 Penalty: 2730.141113
	Iteration 26Q: 3 clusters Score -586618.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -586624.187500 Penalty: 2730.141113
	Iteration 27Q: 3 clusters Score -586624.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -586628.812500 Penalty: 2730.141113
	Iteration 28Q: 3 clusters Score -586628.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -586633.125000 Penalty: 2730.141113
	Iteration 29Q: 3 clusters Score -586633.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -586634.562500 Penalty: 2730.141113
	Iteration 30Q: 3 clusters Score -586634.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -586637.875000 Penalty: 2730.141113
	Iteration 31Q: 3 clusters Score -586637.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -586640.062500 Penalty: 2730.141113
	Iteration 32Q: 3 clusters Score -586640.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -586643.000000 Penalty: 2730.141113
	Iteration 33Q: 3 clusters Score -586643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -586644.750000 Penalty: 2730.141113
	Iteration 34Q: 3 clusters Score -586644.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -586644.375000 Penalty: 2730.141113
	Iteration 35Q: 3 clusters Score -586644.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -586647.250000 Penalty: 2730.141113
	Iteration 36Q: 3 clusters Score -586647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -586647.125000 Penalty: 2730.141113
	Iteration 37Q: 3 clusters Score -586647.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -586647.125000 Penalty: 2730.141113
	Iteration 38F: 3 clusters Score -586647.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (14702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Entering Unmasked Estep 
Score: -2224480.250000 Penalty: 1559.307495
	Iteration 0F: 2 clusters Score -2224480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2214496.250000 Penalty: 3118.614990
	Iteration 0F: 3 clusters Score -2214496 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2218015.750000 Penalty: 3118.614990
	Iteration 1F: 3 clusters Score -2218016 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2218348.500000 Penalty: 3118.614990
	Iteration 2F: 3 clusters Score -2218348 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2218668.750000 Penalty: 3118.614990
	Iteration 3F: 3 clusters Score -2218669 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2219005.000000 Penalty: 3118.614990
	Iteration 4Q: 3 clusters Score -2219005 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2219404.250000 Penalty: 3118.614990
	Iteration 5Q: 3 clusters Score -2219404 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2219840.500000 Penalty: 3118.614990
	Iteration 6F: 3 clusters Score -2219840 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2220315.500000 Penalty: 3118.614990
	Iteration 7F: 3 clusters Score -2220316 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2220768.500000 Penalty: 3118.614990
	Iteration 8Q: 3 clusters Score -2220768 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2221176.500000 Penalty: 3118.614990
	Iteration 9Q: 3 clusters Score -2221176 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2221509.750000 Penalty: 3118.614990
	Iteration 10Q: 3 clusters Score -2221510 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2221818.500000 Penalty: 3118.614990
	Iteration 11Q: 3 clusters Score -2221818 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2222064.250000 Penalty: 3118.614990
	Iteration 12Q: 3 clusters Score -2222064 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2222241.000000 Penalty: 3118.614990
	Iteration 13Q: 3 clusters Score -2222241 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2222371.750000 Penalty: 3118.614990
	Iteration 14Q: 3 clusters Score -2222372 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2222501.500000 Penalty: 3118.614990
	Iteration 15Q: 3 clusters Score -2222502 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2222605.000000 Penalty: 3118.614990
	Iteration 16Q: 3 clusters Score -2222605 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2222688.750000 Penalty: 3118.614990
	Iteration 17Q: 3 clusters Score -2222689 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2222770.500000 Penalty: 3118.614990
	Iteration 18Q: 3 clusters Score -2222770 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2222839.500000 Penalty: 3118.614990
	Iteration 19Q: 3 clusters Score -2222840 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2222894.750000 Penalty: 3118.614990
	Iteration 20F: 3 clusters Score -2222895 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2222939.250000 Penalty: 3118.614990
	Iteration 21Q: 3 clusters Score -2222939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2222990.250000 Penalty: 3118.614990
	Iteration 22Q: 3 clusters Score -2222990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2223017.250000 Penalty: 3118.614990
	Iteration 23Q: 3 clusters Score -2223017 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2223041.000000 Penalty: 3118.614990
	Iteration 24Q: 3 clusters Score -2223041 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2223062.250000 Penalty: 3118.614990
	Iteration 25Q: 3 clusters Score -2223062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2223081.000000 Penalty: 3118.614990
	Iteration 26Q: 3 clusters Score -2223081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2223095.750000 Penalty: 3118.614990
	Iteration 27Q: 3 clusters Score -2223096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2223118.000000 Penalty: 3118.614990
	Iteration 28Q: 3 clusters Score -2223118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2223131.250000 Penalty: 3118.614990
	Iteration 29Q: 3 clusters Score -2223131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2223135.250000 Penalty: 3118.614990
	Iteration 30Q: 3 clusters Score -2223135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2223136.000000 Penalty: 3118.614990
	Iteration 31Q: 3 clusters Score -2223136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2223140.500000 Penalty: 3118.614990
	Iteration 32Q: 3 clusters Score -2223140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2223143.250000 Penalty: 3118.614990
	Iteration 33Q: 3 clusters Score -2223143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2223145.750000 Penalty: 3118.614990
	Iteration 34Q: 3 clusters Score -2223146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2223145.750000 Penalty: 3118.614990
	Iteration 35F: 3 clusters Score -2223146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -191014.687500 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -191014.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -189210.593750 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -189210.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -189565.187500 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -189565.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -189684.640625 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -189684.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -189753.828125 Penalty: 2388.081787
	Iteration 3Q: 3 clusters Score -189753.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -189808.765625 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -189808.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -189880.234375 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -189880.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -189954.984375 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -189955 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -190023.484375 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -190023.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -190082.015625 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -190082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -190120.828125 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -190120.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -190156.687500 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -190156.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -190186.312500 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -190186.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -190219.125000 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -190219.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -190246.265625 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -190246.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -190273.796875 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -190273.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -190301.843750 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -190301.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -190322.546875 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -190322.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -190345.234375 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -190345.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -190368.750000 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -190368.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -190390.953125 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -190391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -190408.640625 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -190408.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -190421.296875 Penalty: 2388.081787
	Iteration 21Q: 3 clusters Score -190421.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -190430.515625 Penalty: 2388.081787
	Iteration 22Q: 3 clusters Score -190430.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -190436.125000 Penalty: 2388.081787
	Iteration 23Q: 3 clusters Score -190436.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -190443.515625 Penalty: 2388.081787
	Iteration 24Q: 3 clusters Score -190443.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -190449.937500 Penalty: 2388.081787
	Iteration 25Q: 3 clusters Score -190449.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -190454.250000 Penalty: 2388.081787
	Iteration 26Q: 3 clusters Score -190454.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -190459.796875 Penalty: 2388.081787
	Iteration 27Q: 3 clusters Score -190459.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -190464.421875 Penalty: 2388.081787
	Iteration 28Q: 3 clusters Score -190464.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -190469.468750 Penalty: 2388.081787
	Iteration 29Q: 3 clusters Score -190469.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -190470.921875 Penalty: 2388.081787
	Iteration 30Q: 3 clusters Score -190470.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -190470.921875 Penalty: 2388.081787
	Iteration 31F: 3 clusters Score -190470.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Entering Unmasked Estep 
Score: -316334.718750 Penalty: 1256.581299
	Iteration 0F: 2 clusters Score -316334.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -314067.656250 Penalty: 2513.162598
	Iteration 0F: 3 clusters Score -314067.7 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -314636.593750 Penalty: 2513.162598
	Iteration 1F: 3 clusters Score -314636.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -314816.031250 Penalty: 2513.162598
	Iteration 2F: 3 clusters Score -314816 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -314977.500000 Penalty: 2513.162598
	Iteration 3F: 3 clusters Score -314977.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -315173.593750 Penalty: 2513.162598
	Iteration 4F: 3 clusters Score -315173.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -315318.000000 Penalty: 2513.162598
	Iteration 5F: 3 clusters Score -315318 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -315414.000000 Penalty: 2513.162598
	Iteration 6Q: 3 clusters Score -315414 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -315489.625000 Penalty: 2513.162598
	Iteration 7Q: 3 clusters Score -315489.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -315534.968750 Penalty: 2513.162598
	Iteration 8Q: 3 clusters Score -315535 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -315571.437500 Penalty: 2513.162598
	Iteration 9Q: 3 clusters Score -315571.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -315592.718750 Penalty: 2513.162598
	Iteration 10Q: 3 clusters Score -315592.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -315607.281250 Penalty: 2513.162598
	Iteration 11Q: 3 clusters Score -315607.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -315611.031250 Penalty: 2513.162598
	Iteration 12Q: 3 clusters Score -315611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -315613.562500 Penalty: 2513.162598
	Iteration 13Q: 3 clusters Score -315613.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -315615.218750 Penalty: 2513.162598
	Iteration 14Q: 3 clusters Score -315615.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -315619.281250 Penalty: 2513.162598
	Iteration 15Q: 3 clusters Score -315619.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -315623.187500 Penalty: 2513.162598
	Iteration 16Q: 3 clusters Score -315623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -315625.125000 Penalty: 2513.162598
	Iteration 17Q: 3 clusters Score -315625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -315624.875000 Penalty: 2513.162598
	Iteration 18Q: 3 clusters Score -315624.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -315624.875000 Penalty: 2513.162598
	Iteration 19F: 3 clusters Score -315624.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -93972.898438 Penalty: 1087.665039
	Iteration 0F: 2 clusters Score -93972.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -92705.070312 Penalty: 2175.330078
	Iteration 0F: 3 clusters Score -92705.07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -92999.242188 Penalty: 2175.330078
	Iteration 1F: 3 clusters Score -92999.24 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -93166.875000 Penalty: 2175.330078
	Iteration 2F: 3 clusters Score -93166.88 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -93369.257812 Penalty: 2175.330078
	Iteration 3F: 3 clusters Score -93369.26 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -93632.984375 Penalty: 2175.330078
	Iteration 4F: 3 clusters Score -93632.98 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -93899.406250 Penalty: 2175.330078
	Iteration 5F: 3 clusters Score -93899.41 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -94066.414062 Penalty: 2175.330078
	Iteration 6F: 3 clusters Score -94066.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -94138.437500 Penalty: 2175.330078
	Iteration 7Q: 3 clusters Score -94138.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -94176.671875 Penalty: 2175.330078
	Iteration 8Q: 3 clusters Score -94176.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -94189.757812 Penalty: 2175.330078
	Iteration 9Q: 3 clusters Score -94189.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -94198.601562 Penalty: 2175.330078
	Iteration 10Q: 3 clusters Score -94198.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -94211.281250 Penalty: 2175.330078
	Iteration 11Q: 3 clusters Score -94211.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -94227.296875 Penalty: 2175.330078
	Iteration 12Q: 3 clusters Score -94227.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -94231.710938 Penalty: 2175.330078
	Iteration 13Q: 3 clusters Score -94231.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -94233.796875 Penalty: 2175.330078
	Iteration 14Q: 3 clusters Score -94233.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -94237.734375 Penalty: 2175.330078
	Iteration 15Q: 3 clusters Score -94237.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -94240.609375 Penalty: 2175.330078
	Iteration 16Q: 3 clusters Score -94240.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -94242.187500 Penalty: 2175.330078
	Iteration 17Q: 3 clusters Score -94242.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -94243.226562 Penalty: 2175.330078
	Iteration 18Q: 3 clusters Score -94243.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -94243.226562 Penalty: 2175.330078
	Iteration 19F: 3 clusters Score -94243.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10583 members 
Mstep: Class 5 contains 14403 members 
Mstep: Class 6 contains 6673 members 
Mstep: Class 7 contains 773 members 
Mstep: Class 8 contains 31443 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6088 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 4125 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 3045 members 
Mstep: Class 17 contains 26613 members 
Mstep: Class 18 contains 1398 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14300 members 
Mstep: Class 21 contains 4526 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3848 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10974 members 
Mstep: Class 26 contains 1252 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 15163 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3042 members 
Mstep: Class 32 contains 2792 members 
Mstep: Class 33 contains 14728 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7129 members 
Mstep: Class 37 contains 9747 members 
Mstep: Class 38 contains 20411 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28928 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5011 members 
Mstep: Class 45 contains 14066 members 
Mstep: Class 46 contains 13852 members 
Mstep: Class 47 contains 3705 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6052 members 
Mstep: Class 50 contains 19789 members 
Mstep: Class 51 contains 986 members 
Mstep: Class 52 contains 2480 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2252 members 
Mstep: Class 55 contains 13185 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6712 members 
Mstep: Class 62 contains 19054 members 
Mstep: Class 63 contains 1723 members 
Mstep: Class 64 contains 4449 members 
Mstep: Class 65 contains 14702 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 8702 members 
Mstep: Class 70 contains 779 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20369 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19771 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16418 members 
Mstep: Class 77 contains 11891 members 
Mstep: Class 78 contains 3789 members 
Mstep: Class 79 contains 993 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4171 members 
Mstep: Class 82 contains 1642 members 
Mstep: Class 83 contains 12182 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19073 members 
Mstep: Class 86 contains 500 members 
Entering Unmasked Estep 
Score: -85932688.000000 Penalty: 185964.312500
Splitting cluster 68 changes total score from -85933488.000000 to -85932688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (8702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Entering Unmasked Estep 
Score: -1321320.250000 Penalty: 1474.087524
	Iteration 0F: 2 clusters Score -1321320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1314986.250000 Penalty: 2948.175049
	Iteration 0F: 3 clusters Score -1314986 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1317068.875000 Penalty: 2948.175049
	Iteration 1F: 3 clusters Score -1317069 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1317331.750000 Penalty: 2948.175049
	Iteration 2F: 3 clusters Score -1317332 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1317583.625000 Penalty: 2948.175049
	Iteration 3F: 3 clusters Score -1317584 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1317798.875000 Penalty: 2948.175049
	Iteration 4Q: 3 clusters Score -1317799 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1318004.500000 Penalty: 2948.175049
	Iteration 5Q: 3 clusters Score -1318004 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1318188.125000 Penalty: 2948.175049
	Iteration 6Q: 3 clusters Score -1318188 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1318381.875000 Penalty: 2948.175049
	Iteration 7Q: 3 clusters Score -1318382 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1318611.625000 Penalty: 2948.175049
	Iteration 8Q: 3 clusters Score -1318612 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1318814.000000 Penalty: 2948.175049
	Iteration 9Q: 3 clusters Score -1318814 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1319012.125000 Penalty: 2948.175049
	Iteration 10Q: 3 clusters Score -1319012 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1319174.875000 Penalty: 2948.175049
	Iteration 11Q: 3 clusters Score -1319175 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1319341.500000 Penalty: 2948.175049
	Iteration 12Q: 3 clusters Score -1319342 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1319507.250000 Penalty: 2948.175049
	Iteration 13Q: 3 clusters Score -1319507 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1319647.375000 Penalty: 2948.175049
	Iteration 14Q: 3 clusters Score -1319647 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1319769.500000 Penalty: 2948.175049
	Iteration 15Q: 3 clusters Score -1319770 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1319855.625000 Penalty: 2948.175049
	Iteration 16Q: 3 clusters Score -1319856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1319907.250000 Penalty: 2948.175049
	Iteration 17Q: 3 clusters Score -1319907 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1319938.125000 Penalty: 2948.175049
	Iteration 18Q: 3 clusters Score -1319938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1319955.125000 Penalty: 2948.175049
	Iteration 19Q: 3 clusters Score -1319955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1319978.250000 Penalty: 2948.175049
	Iteration 20F: 3 clusters Score -1319978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1319998.625000 Penalty: 2948.175049
	Iteration 21Q: 3 clusters Score -1319999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1320016.375000 Penalty: 2948.175049
	Iteration 22Q: 3 clusters Score -1320016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1320030.000000 Penalty: 2948.175049
	Iteration 23Q: 3 clusters Score -1320030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1320041.375000 Penalty: 2948.175049
	Iteration 24Q: 3 clusters Score -1320041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1320043.875000 Penalty: 2948.175049
	Iteration 25Q: 3 clusters Score -1320044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1320047.250000 Penalty: 2948.175049
	Iteration 26Q: 3 clusters Score -1320047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1320050.000000 Penalty: 2948.175049
	Iteration 27Q: 3 clusters Score -1320050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1320050.000000 Penalty: 2948.175049
	Iteration 28F: 3 clusters Score -1320050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Entering Unmasked Estep 
Score: -114211.453125 Penalty: 1081.926758
	Iteration 0F: 2 clusters Score -114211.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -112912.289062 Penalty: 2163.853516
	Iteration 0F: 3 clusters Score -112912.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -113143.500000 Penalty: 2163.853516
	Iteration 1F: 3 clusters Score -113143.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -113211.296875 Penalty: 2163.853516
	Iteration 2F: 3 clusters Score -113211.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -113244.187500 Penalty: 2163.853516
	Iteration 3Q: 3 clusters Score -113244.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -113262.062500 Penalty: 2163.853516
	Iteration 4Q: 3 clusters Score -113262.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -113283.601562 Penalty: 2163.853516
	Iteration 5Q: 3 clusters Score -113283.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -113291.851562 Penalty: 2163.853516
	Iteration 6Q: 3 clusters Score -113291.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -113295.187500 Penalty: 2163.853516
	Iteration 7Q: 3 clusters Score -113295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -113297.789062 Penalty: 2163.853516
	Iteration 8Q: 3 clusters Score -113297.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -113298.234375 Penalty: 2163.853516
	Iteration 9Q: 3 clusters Score -113298.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -113299.242188 Penalty: 2163.853516
	Iteration 10Q: 3 clusters Score -113299.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -113299.632812 Penalty: 2163.853516
	Iteration 11Q: 3 clusters Score -113299.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -113299.632812 Penalty: 2163.853516
	Iteration 12F: 3 clusters Score -113299.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -116703.867188 Penalty: 1114.003906
	Iteration 0F: 2 clusters Score -116703.9 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 497 members 
Entering Unmasked Estep 
Score: -115366.554688 Penalty: 2228.007812
	Iteration 0F: 3 clusters Score -115366.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -115766.734375 Penalty: 2228.007812
	Iteration 1F: 3 clusters Score -115766.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -115964.078125 Penalty: 2228.007812
	Iteration 2F: 3 clusters Score -115964.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -116090.226562 Penalty: 2228.007812
	Iteration 3F: 3 clusters Score -116090.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -116216.546875 Penalty: 2228.007812
	Iteration 4F: 3 clusters Score -116216.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -116326.585938 Penalty: 2228.007812
	Iteration 5Q: 3 clusters Score -116326.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -116387.226562 Penalty: 2228.007812
	Iteration 6Q: 3 clusters Score -116387.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -116431.226562 Penalty: 2228.007812
	Iteration 7Q: 3 clusters Score -116431.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -116465.328125 Penalty: 2228.007812
	Iteration 8Q: 3 clusters Score -116465.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116493.203125 Penalty: 2228.007812
	Iteration 9Q: 3 clusters Score -116493.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -116527.179688 Penalty: 2228.007812
	Iteration 10Q: 3 clusters Score -116527.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -116543.007812 Penalty: 2228.007812
	Iteration 11Q: 3 clusters Score -116543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -116551.226562 Penalty: 2228.007812
	Iteration 12Q: 3 clusters Score -116551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -116558.937500 Penalty: 2228.007812
	Iteration 13Q: 3 clusters Score -116558.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -116564.796875 Penalty: 2228.007812
	Iteration 14Q: 3 clusters Score -116564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -116569.187500 Penalty: 2228.007812
	Iteration 15Q: 3 clusters Score -116569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -116571.187500 Penalty: 2228.007812
	Iteration 16Q: 3 clusters Score -116571.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -116571.187500 Penalty: 2228.007812
	Iteration 17F: 3 clusters Score -116571.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (20369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Entering Unmasked Estep 
Score: -3100415.750000 Penalty: 1612.287476
	Iteration 0F: 2 clusters Score -3100416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -3087310.750000 Penalty: 3224.574951
	Iteration 0F: 3 clusters Score -3087311 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -3092147.750000 Penalty: 3224.574951
	Iteration 1F: 3 clusters Score -3092148 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3092488.500000 Penalty: 3224.574951
	Iteration 2Q: 3 clusters Score -3092488 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -3092788.250000 Penalty: 3224.574951
	Iteration 3Q: 3 clusters Score -3092788 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -3093103.000000 Penalty: 3224.574951
	Iteration 4Q: 3 clusters Score -3093103 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -3093446.750000 Penalty: 3224.574951
	Iteration 5Q: 3 clusters Score -3093447 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3093799.750000 Penalty: 3224.574951
	Iteration 6Q: 3 clusters Score -3093800 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3094239.500000 Penalty: 3224.574951
	Iteration 7Q: 3 clusters Score -3094240 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -3094744.000000 Penalty: 3224.574951
	Iteration 8F: 3 clusters Score -3094744 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3095368.500000 Penalty: 3224.574951
	Iteration 9F: 3 clusters Score -3095368 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -3096108.750000 Penalty: 3224.574951
	Iteration 10F: 3 clusters Score -3096109 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -3096846.750000 Penalty: 3224.574951
	Iteration 11F: 3 clusters Score -3096847 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -3097515.750000 Penalty: 3224.574951
	Iteration 12Q: 3 clusters Score -3097516 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -3098074.000000 Penalty: 3224.574951
	Iteration 13Q: 3 clusters Score -3098074 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3098422.000000 Penalty: 3224.574951
	Iteration 14Q: 3 clusters Score -3098422 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -3098668.500000 Penalty: 3224.574951
	Iteration 15Q: 3 clusters Score -3098668 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -3098804.750000 Penalty: 3224.574951
	Iteration 16Q: 3 clusters Score -3098805 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -3098894.250000 Penalty: 3224.574951
	Iteration 17Q: 3 clusters Score -3098894 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -3098960.750000 Penalty: 3224.574951
	Iteration 18Q: 3 clusters Score -3098961 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -3099004.500000 Penalty: 3224.574951
	Iteration 19Q: 3 clusters Score -3099004 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -3099047.000000 Penalty: 3224.574951
	Iteration 20F: 3 clusters Score -3099047 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -3099072.000000 Penalty: 3224.574951
	Iteration 21Q: 3 clusters Score -3099072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -3099082.750000 Penalty: 3224.574951
	Iteration 22Q: 3 clusters Score -3099083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -3099097.750000 Penalty: 3224.574951
	Iteration 23Q: 3 clusters Score -3099098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -3099104.500000 Penalty: 3224.574951
	Iteration 24Q: 3 clusters Score -3099104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -3099102.750000 Penalty: 3224.574951
	Iteration 25Q: 3 clusters Score -3099103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -3099109.000000 Penalty: 3224.574951
	Iteration 26Q: 3 clusters Score -3099109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -3099112.000000 Penalty: 3224.574951
	Iteration 27Q: 3 clusters Score -3099112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3099112.750000 Penalty: 3224.574951
	Iteration 28Q: 3 clusters Score -3099113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -3099117.000000 Penalty: 3224.574951
	Iteration 29Q: 3 clusters Score -3099117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -3099119.000000 Penalty: 3224.574951
	Iteration 30Q: 3 clusters Score -3099119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -3099124.250000 Penalty: 3224.574951
	Iteration 31Q: 3 clusters Score -3099124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -3099126.000000 Penalty: 3224.574951
	Iteration 32Q: 3 clusters Score -3099126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -3099131.500000 Penalty: 3224.574951
	Iteration 33Q: 3 clusters Score -3099132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -3099136.750000 Penalty: 3224.574951
	Iteration 34Q: 3 clusters Score -3099137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -3099139.250000 Penalty: 3224.574951
	Iteration 35Q: 3 clusters Score -3099139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -3099140.000000 Penalty: 3224.574951
	Iteration 36Q: 3 clusters Score -3099140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -3099140.000000 Penalty: 3224.574951
	Iteration 37F: 3 clusters Score -3099140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -455379.250000 Penalty: 1317.993164
	Iteration 0F: 2 clusters Score -455379.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -452493.312500 Penalty: 2635.986328
	Iteration 0F: 3 clusters Score -452493.3 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -453227.031250 Penalty: 2635.986328
	Iteration 1F: 3 clusters Score -453227 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -453400.843750 Penalty: 2635.986328
	Iteration 2F: 3 clusters Score -453400.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -453498.062500 Penalty: 2635.986328
	Iteration 3F: 3 clusters Score -453498.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -453560.406250 Penalty: 2635.986328
	Iteration 4Q: 3 clusters Score -453560.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -453608.031250 Penalty: 2635.986328
	Iteration 5Q: 3 clusters Score -453608 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -453638.593750 Penalty: 2635.986328
	Iteration 6Q: 3 clusters Score -453638.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -453665.031250 Penalty: 2635.986328
	Iteration 7Q: 3 clusters Score -453665 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -453687.093750 Penalty: 2635.986328
	Iteration 8Q: 3 clusters Score -453687.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -453706.000000 Penalty: 2635.986328
	Iteration 9Q: 3 clusters Score -453706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -453728.687500 Penalty: 2635.986328
	Iteration 10Q: 3 clusters Score -453728.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -453750.812500 Penalty: 2635.986328
	Iteration 11Q: 3 clusters Score -453750.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -453773.937500 Penalty: 2635.986328
	Iteration 12Q: 3 clusters Score -453773.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -453794.156250 Penalty: 2635.986328
	Iteration 13Q: 3 clusters Score -453794.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -453819.031250 Penalty: 2635.986328
	Iteration 14Q: 3 clusters Score -453819 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -453852.343750 Penalty: 2635.986328
	Iteration 15Q: 3 clusters Score -453852.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -453886.187500 Penalty: 2635.986328
	Iteration 16Q: 3 clusters Score -453886.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -453913.437500 Penalty: 2635.986328
	Iteration 17Q: 3 clusters Score -453913.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -453934.125000 Penalty: 2635.986328
	Iteration 18Q: 3 clusters Score -453934.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -453955.906250 Penalty: 2635.986328
	Iteration 19Q: 3 clusters Score -453955.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -453975.281250 Penalty: 2635.986328
	Iteration 20F: 3 clusters Score -453975.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -453996.375000 Penalty: 2635.986328
	Iteration 21Q: 3 clusters Score -453996.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -454014.156250 Penalty: 2635.986328
	Iteration 22Q: 3 clusters Score -454014.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -454025.031250 Penalty: 2635.986328
	Iteration 23Q: 3 clusters Score -454025 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -454038.031250 Penalty: 2635.986328
	Iteration 24Q: 3 clusters Score -454038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -454049.000000 Penalty: 2635.986328
	Iteration 25Q: 3 clusters Score -454049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -454060.250000 Penalty: 2635.986328
	Iteration 26Q: 3 clusters Score -454060.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -454068.718750 Penalty: 2635.986328
	Iteration 27Q: 3 clusters Score -454068.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -454074.437500 Penalty: 2635.986328
	Iteration 28Q: 3 clusters Score -454074.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -454079.093750 Penalty: 2635.986328
	Iteration 29Q: 3 clusters Score -454079.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -454084.812500 Penalty: 2635.986328
	Iteration 30Q: 3 clusters Score -454084.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -454091.062500 Penalty: 2635.986328
	Iteration 31Q: 3 clusters Score -454091.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -454097.250000 Penalty: 2635.986328
	Iteration 32Q: 3 clusters Score -454097.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -454100.500000 Penalty: 2635.986328
	Iteration 33Q: 3 clusters Score -454100.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -454104.500000 Penalty: 2635.986328
	Iteration 34Q: 3 clusters Score -454104.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -454108.031250 Penalty: 2635.986328
	Iteration 35Q: 3 clusters Score -454108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -454111.031250 Penalty: 2635.986328
	Iteration 36Q: 3 clusters Score -454111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -454112.781250 Penalty: 2635.986328
	Iteration 37Q: 3 clusters Score -454112.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -454112.687500 Penalty: 2635.986328
	Iteration 38Q: 3 clusters Score -454112.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -454113.781250 Penalty: 2635.986328
	Iteration 39Q: 3 clusters Score -454113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -454114.125000 Penalty: 2635.986328
	Iteration 40F: 3 clusters Score -454114.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -454114.062500 Penalty: 2635.986328
	Iteration 41Q: 3 clusters Score -454114.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -454114.187500 Penalty: 2635.986328
	Iteration 42Q: 3 clusters Score -454114.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -454115.593750 Penalty: 2635.986328
	Iteration 43Q: 3 clusters Score -454115.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -454117.250000 Penalty: 2635.986328
	Iteration 44Q: 3 clusters Score -454117.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -454117.531250 Penalty: 2635.986328
	Iteration 45Q: 3 clusters Score -454117.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -454117.593750 Penalty: 2635.986328
	Iteration 46Q: 3 clusters Score -454117.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -454118.906250 Penalty: 2635.986328
	Iteration 47Q: 3 clusters Score -454118.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -454118.843750 Penalty: 2635.986328
	Iteration 48Q: 3 clusters Score -454118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -454119.781250 Penalty: 2635.986328
	Iteration 49Q: 3 clusters Score -454119.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -454119.562500 Penalty: 2635.986328
	Iteration 50Q: 3 clusters Score -454119.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -454120.000000 Penalty: 2635.986328
	Iteration 51Q: 3 clusters Score -454120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -454121.500000 Penalty: 2635.986328
	Iteration 52Q: 3 clusters Score -454121.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -454122.218750 Penalty: 2635.986328
	Iteration 53Q: 3 clusters Score -454122.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -454123.156250 Penalty: 2635.986328
	Iteration 54Q: 3 clusters Score -454123.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -454125.187500 Penalty: 2635.986328
	Iteration 55Q: 3 clusters Score -454125.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -454126.312500 Penalty: 2635.986328
	Iteration 56Q: 3 clusters Score -454126.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -454125.906250 Penalty: 2635.986328
	Iteration 57Q: 3 clusters Score -454125.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -454127.750000 Penalty: 2635.986328
	Iteration 58Q: 3 clusters Score -454127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -454127.750000 Penalty: 2635.986328
	Iteration 59F: 3 clusters Score -454127.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (19771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Entering Unmasked Estep 
Score: -2786624.750000 Penalty: 1607.445435
	Iteration 0F: 2 clusters Score -2786625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2773555.750000 Penalty: 3214.890869
	Iteration 0F: 3 clusters Score -2773556 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2778485.000000 Penalty: 3214.890869
	Iteration 1F: 3 clusters Score -2778485 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2778890.000000 Penalty: 3214.890869
	Iteration 2F: 3 clusters Score -2778890 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2779438.750000 Penalty: 3214.890869
	Iteration 3F: 3 clusters Score -2779439 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2780209.500000 Penalty: 3214.890869
	Iteration 4F: 3 clusters Score -2780210 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2781261.750000 Penalty: 3214.890869
	Iteration 5F: 3 clusters Score -2781262 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2782485.500000 Penalty: 3214.890869
	Iteration 6F: 3 clusters Score -2782486 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2783611.500000 Penalty: 3214.890869
	Iteration 7F: 3 clusters Score -2783612 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2784395.000000 Penalty: 3214.890869
	Iteration 8Q: 3 clusters Score -2784395 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2784834.000000 Penalty: 3214.890869
	Iteration 9Q: 3 clusters Score -2784834 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2785069.750000 Penalty: 3214.890869
	Iteration 10Q: 3 clusters Score -2785070 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2785216.000000 Penalty: 3214.890869
	Iteration 11Q: 3 clusters Score -2785216 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2785279.000000 Penalty: 3214.890869
	Iteration 12Q: 3 clusters Score -2785279 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2785335.750000 Penalty: 3214.890869
	Iteration 13Q: 3 clusters Score -2785336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2785356.000000 Penalty: 3214.890869
	Iteration 14Q: 3 clusters Score -2785356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2785380.000000 Penalty: 3214.890869
	Iteration 15Q: 3 clusters Score -2785380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2785388.000000 Penalty: 3214.890869
	Iteration 16Q: 3 clusters Score -2785388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2785396.250000 Penalty: 3214.890869
	Iteration 17Q: 3 clusters Score -2785396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2785397.750000 Penalty: 3214.890869
	Iteration 18Q: 3 clusters Score -2785398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2785398.250000 Penalty: 3214.890869
	Iteration 19Q: 3 clusters Score -2785398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2785400.000000 Penalty: 3214.890869
	Iteration 20F: 3 clusters Score -2785400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2785401.750000 Penalty: 3214.890869
	Iteration 21Q: 3 clusters Score -2785402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2785400.250000 Penalty: 3214.890869
	Iteration 22Q: 3 clusters Score -2785400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2785400.250000 Penalty: 3214.890869
	Iteration 23F: 3 clusters Score -2785400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -147148.593750 Penalty: 1146.207642
	Iteration 0F: 2 clusters Score -147148.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -145613.578125 Penalty: 2292.415283
	Iteration 0F: 3 clusters Score -145613.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -146008.390625 Penalty: 2292.415283
	Iteration 1F: 3 clusters Score -146008.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -146167.578125 Penalty: 2292.415283
	Iteration 2F: 3 clusters Score -146167.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -146290.265625 Penalty: 2292.415283
	Iteration 3F: 3 clusters Score -146290.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -146365.265625 Penalty: 2292.415283
	Iteration 4Q: 3 clusters Score -146365.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -146430.703125 Penalty: 2292.415283
	Iteration 5Q: 3 clusters Score -146430.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -146499.593750 Penalty: 2292.415283
	Iteration 6Q: 3 clusters Score -146499.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -146588.078125 Penalty: 2292.415283
	Iteration 7Q: 3 clusters Score -146588.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -146652.875000 Penalty: 2292.415283
	Iteration 8Q: 3 clusters Score -146652.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -146709.375000 Penalty: 2292.415283
	Iteration 9Q: 3 clusters Score -146709.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -146751.890625 Penalty: 2292.415283
	Iteration 10Q: 3 clusters Score -146751.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -146791.625000 Penalty: 2292.415283
	Iteration 11Q: 3 clusters Score -146791.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -146860.156250 Penalty: 2292.415283
	Iteration 12Q: 3 clusters Score -146860.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -146929.187500 Penalty: 2292.415283
	Iteration 13Q: 3 clusters Score -146929.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -146984.375000 Penalty: 2292.415283
	Iteration 14Q: 3 clusters Score -146984.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -147033.093750 Penalty: 2292.415283
	Iteration 15Q: 3 clusters Score -147033.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -147077.281250 Penalty: 2292.415283
	Iteration 16Q: 3 clusters Score -147077.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -147120.890625 Penalty: 2292.415283
	Iteration 17Q: 3 clusters Score -147120.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -147161.140625 Penalty: 2292.415283
	Iteration 18Q: 3 clusters Score -147161.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -147179.093750 Penalty: 2292.415283
	Iteration 19Q: 3 clusters Score -147179.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -147192.453125 Penalty: 2292.415283
	Iteration 20F: 3 clusters Score -147192.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -147204.265625 Penalty: 2292.415283
	Iteration 21Q: 3 clusters Score -147204.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -147210.093750 Penalty: 2292.415283
	Iteration 22Q: 3 clusters Score -147210.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -147211.500000 Penalty: 2292.415283
	Iteration 23Q: 3 clusters Score -147211.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -147212.765625 Penalty: 2292.415283
	Iteration 24Q: 3 clusters Score -147212.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -147214.234375 Penalty: 2292.415283
	Iteration 25Q: 3 clusters Score -147214.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -147214.328125 Penalty: 2292.415283
	Iteration 26Q: 3 clusters Score -147214.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -147214.328125 Penalty: 2292.415283
	Iteration 27F: 3 clusters Score -147214.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10583 members 
Mstep: Class 5 contains 14403 members 
Mstep: Class 6 contains 6673 members 
Mstep: Class 7 contains 773 members 
Mstep: Class 8 contains 31443 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6088 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 4125 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 3045 members 
Mstep: Class 17 contains 26613 members 
Mstep: Class 18 contains 1398 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14300 members 
Mstep: Class 21 contains 4526 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3848 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10974 members 
Mstep: Class 26 contains 1252 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 15163 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3042 members 
Mstep: Class 32 contains 2792 members 
Mstep: Class 33 contains 14728 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7129 members 
Mstep: Class 37 contains 9747 members 
Mstep: Class 38 contains 20411 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28928 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5011 members 
Mstep: Class 45 contains 14066 members 
Mstep: Class 46 contains 13852 members 
Mstep: Class 47 contains 3705 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6052 members 
Mstep: Class 50 contains 19789 members 
Mstep: Class 51 contains 986 members 
Mstep: Class 52 contains 2480 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2252 members 
Mstep: Class 55 contains 13185 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6712 members 
Mstep: Class 62 contains 19054 members 
Mstep: Class 63 contains 1723 members 
Mstep: Class 64 contains 4449 members 
Mstep: Class 65 contains 14702 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8702 members 
Mstep: Class 70 contains 779 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20369 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19771 members 
Mstep: Class 75 contains 732 members 
Mstep: Class 76 contains 16418 members 
Mstep: Class 77 contains 11891 members 
Mstep: Class 78 contains 3789 members 
Mstep: Class 79 contains 993 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4171 members 
Mstep: Class 82 contains 1642 members 
Mstep: Class 83 contains 12182 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19073 members 
Mstep: Class 86 contains 425 members 
Entering Unmasked Estep 
Score: -85932440.000000 Penalty: 185964.312500
Splitting cluster 75 changes total score from -85933488.000000 to -85932440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (16418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Entering Unmasked Estep 
Score: -2519518.750000 Penalty: 1577.246704
	Iteration 0F: 2 clusters Score -2519519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2508772.750000 Penalty: 3154.493408
	Iteration 0F: 3 clusters Score -2508773 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2512730.250000 Penalty: 3154.493408
	Iteration 1F: 3 clusters Score -2512730 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2513138.750000 Penalty: 3154.493408
	Iteration 2F: 3 clusters Score -2513139 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2513520.000000 Penalty: 3154.493408
	Iteration 3F: 3 clusters Score -2513520 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2513915.000000 Penalty: 3154.493408
	Iteration 4F: 3 clusters Score -2513915 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2514280.250000 Penalty: 3154.493408
	Iteration 5Q: 3 clusters Score -2514280 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2514711.000000 Penalty: 3154.493408
	Iteration 6Q: 3 clusters Score -2514711 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2515176.250000 Penalty: 3154.493408
	Iteration 7Q: 3 clusters Score -2515176 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2515592.750000 Penalty: 3154.493408
	Iteration 8Q: 3 clusters Score -2515593 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2516011.750000 Penalty: 3154.493408
	Iteration 9Q: 3 clusters Score -2516012 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2516390.750000 Penalty: 3154.493408
	Iteration 10Q: 3 clusters Score -2516391 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2516736.500000 Penalty: 3154.493408
	Iteration 11Q: 3 clusters Score -2516736 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2516994.250000 Penalty: 3154.493408
	Iteration 12Q: 3 clusters Score -2516994 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2517241.000000 Penalty: 3154.493408
	Iteration 13Q: 3 clusters Score -2517241 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2517420.000000 Penalty: 3154.493408
	Iteration 14Q: 3 clusters Score -2517420 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2517572.750000 Penalty: 3154.493408
	Iteration 15Q: 3 clusters Score -2517573 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2517665.250000 Penalty: 3154.493408
	Iteration 16Q: 3 clusters Score -2517665 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2517760.250000 Penalty: 3154.493408
	Iteration 17Q: 3 clusters Score -2517760 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2517828.250000 Penalty: 3154.493408
	Iteration 18Q: 3 clusters Score -2517828 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2517874.250000 Penalty: 3154.493408
	Iteration 19Q: 3 clusters Score -2517874 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2517911.000000 Penalty: 3154.493408
	Iteration 20F: 3 clusters Score -2517911 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2517944.750000 Penalty: 3154.493408
	Iteration 21Q: 3 clusters Score -2517945 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2517971.250000 Penalty: 3154.493408
	Iteration 22Q: 3 clusters Score -2517971 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2517996.250000 Penalty: 3154.493408
	Iteration 23Q: 3 clusters Score -2517996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2518015.000000 Penalty: 3154.493408
	Iteration 24Q: 3 clusters Score -2518015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2518025.250000 Penalty: 3154.493408
	Iteration 25Q: 3 clusters Score -2518025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2518036.250000 Penalty: 3154.493408
	Iteration 26Q: 3 clusters Score -2518036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2518048.750000 Penalty: 3154.493408
	Iteration 27Q: 3 clusters Score -2518049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2518062.750000 Penalty: 3154.493408
	Iteration 28Q: 3 clusters Score -2518063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2518079.250000 Penalty: 3154.493408
	Iteration 29Q: 3 clusters Score -2518079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2518084.750000 Penalty: 3154.493408
	Iteration 30Q: 3 clusters Score -2518085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2518086.000000 Penalty: 3154.493408
	Iteration 31Q: 3 clusters Score -2518086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2518084.750000 Penalty: 3154.493408
	Iteration 32Q: 3 clusters Score -2518085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2518092.250000 Penalty: 3154.493408
	Iteration 33Q: 3 clusters Score -2518092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2518095.500000 Penalty: 3154.493408
	Iteration 34Q: 3 clusters Score -2518096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2518096.250000 Penalty: 3154.493408
	Iteration 35Q: 3 clusters Score -2518096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2518098.000000 Penalty: 3154.493408
	Iteration 36Q: 3 clusters Score -2518098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2518105.250000 Penalty: 3154.493408
	Iteration 37Q: 3 clusters Score -2518105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2518111.500000 Penalty: 3154.493408
	Iteration 38Q: 3 clusters Score -2518112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2518112.750000 Penalty: 3154.493408
	Iteration 39Q: 3 clusters Score -2518113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2518117.750000 Penalty: 3154.493408
	Iteration 40F: 3 clusters Score -2518118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2518130.250000 Penalty: 3154.493408
	Iteration 41Q: 3 clusters Score -2518130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2518133.250000 Penalty: 3154.493408
	Iteration 42Q: 3 clusters Score -2518133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2518136.250000 Penalty: 3154.493408
	Iteration 43Q: 3 clusters Score -2518136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2518140.500000 Penalty: 3154.493408
	Iteration 44Q: 3 clusters Score -2518140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2518145.000000 Penalty: 3154.493408
	Iteration 45Q: 3 clusters Score -2518145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2518152.250000 Penalty: 3154.493408
	Iteration 46Q: 3 clusters Score -2518152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2518152.000000 Penalty: 3154.493408
	Iteration 47Q: 3 clusters Score -2518152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2518154.500000 Penalty: 3154.493408
	Iteration 48Q: 3 clusters Score -2518154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2518157.500000 Penalty: 3154.493408
	Iteration 49Q: 3 clusters Score -2518158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2518159.500000 Penalty: 3154.493408
	Iteration 50Q: 3 clusters Score -2518160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2518159.250000 Penalty: 3154.493408
	Iteration 51Q: 3 clusters Score -2518159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2518162.000000 Penalty: 3154.493408
	Iteration 52Q: 3 clusters Score -2518162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2518164.750000 Penalty: 3154.493408
	Iteration 53Q: 3 clusters Score -2518165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2518164.250000 Penalty: 3154.493408
	Iteration 54Q: 3 clusters Score -2518164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2518165.250000 Penalty: 3154.493408
	Iteration 55Q: 3 clusters Score -2518165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2518165.250000 Penalty: 3154.493408
	Iteration 56F: 3 clusters Score -2518165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (11891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Entering Unmasked Estep 
Score: -1827718.750000 Penalty: 1524.824829
	Iteration 0F: 2 clusters Score -1827719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1819398.375000 Penalty: 3049.649658
	Iteration 0F: 3 clusters Score -1819398 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1822219.375000 Penalty: 3049.649658
	Iteration 1F: 3 clusters Score -1822219 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1822520.500000 Penalty: 3049.649658
	Iteration 2F: 3 clusters Score -1822520 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1822780.250000 Penalty: 3049.649658
	Iteration 3F: 3 clusters Score -1822780 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1823058.625000 Penalty: 3049.649658
	Iteration 4F: 3 clusters Score -1823059 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1823268.250000 Penalty: 3049.649658
	Iteration 5Q: 3 clusters Score -1823268 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1823449.250000 Penalty: 3049.649658
	Iteration 6Q: 3 clusters Score -1823449 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1823600.375000 Penalty: 3049.649658
	Iteration 7Q: 3 clusters Score -1823600 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1823725.750000 Penalty: 3049.649658
	Iteration 8Q: 3 clusters Score -1823726 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1823834.500000 Penalty: 3049.649658
	Iteration 9Q: 3 clusters Score -1823834 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1823925.000000 Penalty: 3049.649658
	Iteration 10Q: 3 clusters Score -1823925 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1824005.125000 Penalty: 3049.649658
	Iteration 11Q: 3 clusters Score -1824005 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1824077.125000 Penalty: 3049.649658
	Iteration 12Q: 3 clusters Score -1824077 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1824136.375000 Penalty: 3049.649658
	Iteration 13Q: 3 clusters Score -1824136 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1824195.000000 Penalty: 3049.649658
	Iteration 14Q: 3 clusters Score -1824195 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1824242.625000 Penalty: 3049.649658
	Iteration 15Q: 3 clusters Score -1824243 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1824283.625000 Penalty: 3049.649658
	Iteration 16Q: 3 clusters Score -1824284 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1824314.000000 Penalty: 3049.649658
	Iteration 17Q: 3 clusters Score -1824314 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1824332.250000 Penalty: 3049.649658
	Iteration 18Q: 3 clusters Score -1824332 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1824351.000000 Penalty: 3049.649658
	Iteration 19Q: 3 clusters Score -1824351 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1824362.375000 Penalty: 3049.649658
	Iteration 20F: 3 clusters Score -1824362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1824366.375000 Penalty: 3049.649658
	Iteration 21Q: 3 clusters Score -1824366 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1824386.000000 Penalty: 3049.649658
	Iteration 22Q: 3 clusters Score -1824386 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1824388.875000 Penalty: 3049.649658
	Iteration 23Q: 3 clusters Score -1824389 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1824399.875000 Penalty: 3049.649658
	Iteration 24Q: 3 clusters Score -1824400 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1824406.250000 Penalty: 3049.649658
	Iteration 25Q: 3 clusters Score -1824406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1824419.625000 Penalty: 3049.649658
	Iteration 26Q: 3 clusters Score -1824420 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1824433.375000 Penalty: 3049.649658
	Iteration 27Q: 3 clusters Score -1824433 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1824443.750000 Penalty: 3049.649658
	Iteration 28Q: 3 clusters Score -1824444 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1824455.250000 Penalty: 3049.649658
	Iteration 29Q: 3 clusters Score -1824455 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1824486.375000 Penalty: 3049.649658
	Iteration 30Q: 3 clusters Score -1824486 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1824513.250000 Penalty: 3049.649658
	Iteration 31Q: 3 clusters Score -1824513 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1824535.250000 Penalty: 3049.649658
	Iteration 32Q: 3 clusters Score -1824535 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1824562.250000 Penalty: 3049.649658
	Iteration 33Q: 3 clusters Score -1824562 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1824602.375000 Penalty: 3049.649658
	Iteration 34Q: 3 clusters Score -1824602 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1824650.250000 Penalty: 3049.649658
	Iteration 35Q: 3 clusters Score -1824650 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1824683.125000 Penalty: 3049.649658
	Iteration 36Q: 3 clusters Score -1824683 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1824732.000000 Penalty: 3049.649658
	Iteration 37Q: 3 clusters Score -1824732 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1824788.250000 Penalty: 3049.649658
	Iteration 38Q: 3 clusters Score -1824788 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1824862.625000 Penalty: 3049.649658
	Iteration 39Q: 3 clusters Score -1824863 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1824937.625000 Penalty: 3049.649658
	Iteration 40F: 3 clusters Score -1824938 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1825010.375000 Penalty: 3049.649658
	Iteration 41Q: 3 clusters Score -1825010 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1825072.125000 Penalty: 3049.649658
	Iteration 42Q: 3 clusters Score -1825072 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1825122.500000 Penalty: 3049.649658
	Iteration 43Q: 3 clusters Score -1825122 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1825173.625000 Penalty: 3049.649658
	Iteration 44Q: 3 clusters Score -1825174 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1825218.750000 Penalty: 3049.649658
	Iteration 45Q: 3 clusters Score -1825219 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1825270.625000 Penalty: 3049.649658
	Iteration 46Q: 3 clusters Score -1825271 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1825322.625000 Penalty: 3049.649658
	Iteration 47Q: 3 clusters Score -1825323 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1825383.625000 Penalty: 3049.649658
	Iteration 48Q: 3 clusters Score -1825384 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1825442.000000 Penalty: 3049.649658
	Iteration 49Q: 3 clusters Score -1825442 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1825512.875000 Penalty: 3049.649658
	Iteration 50Q: 3 clusters Score -1825513 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1825574.875000 Penalty: 3049.649658
	Iteration 51Q: 3 clusters Score -1825575 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1825650.625000 Penalty: 3049.649658
	Iteration 52Q: 3 clusters Score -1825651 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1825721.750000 Penalty: 3049.649658
	Iteration 53Q: 3 clusters Score -1825722 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1825796.750000 Penalty: 3049.649658
	Iteration 54Q: 3 clusters Score -1825797 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1825885.625000 Penalty: 3049.649658
	Iteration 55Q: 3 clusters Score -1825886 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1825972.500000 Penalty: 3049.649658
	Iteration 56Q: 3 clusters Score -1825972 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1826040.000000 Penalty: 3049.649658
	Iteration 57Q: 3 clusters Score -1826040 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1826116.375000 Penalty: 3049.649658
	Iteration 58Q: 3 clusters Score -1826116 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1826182.000000 Penalty: 3049.649658
	Iteration 59Q: 3 clusters Score -1826182 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1826225.000000 Penalty: 3049.649658
	Iteration 60F: 3 clusters Score -1826225 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1826261.750000 Penalty: 3049.649658
	Iteration 61Q: 3 clusters Score -1826262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1826292.625000 Penalty: 3049.649658
	Iteration 62Q: 3 clusters Score -1826293 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1826308.125000 Penalty: 3049.649658
	Iteration 63Q: 3 clusters Score -1826308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1826322.500000 Penalty: 3049.649658
	Iteration 64Q: 3 clusters Score -1826322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1826337.625000 Penalty: 3049.649658
	Iteration 65Q: 3 clusters Score -1826338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1826351.375000 Penalty: 3049.649658
	Iteration 66Q: 3 clusters Score -1826351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1826367.625000 Penalty: 3049.649658
	Iteration 67Q: 3 clusters Score -1826368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1826384.750000 Penalty: 3049.649658
	Iteration 68Q: 3 clusters Score -1826385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1826392.625000 Penalty: 3049.649658
	Iteration 69Q: 3 clusters Score -1826393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1826403.625000 Penalty: 3049.649658
	Iteration 70Q: 3 clusters Score -1826404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1826409.125000 Penalty: 3049.649658
	Iteration 71Q: 3 clusters Score -1826409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1826414.625000 Penalty: 3049.649658
	Iteration 72Q: 3 clusters Score -1826415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1826422.500000 Penalty: 3049.649658
	Iteration 73Q: 3 clusters Score -1826422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1826426.125000 Penalty: 3049.649658
	Iteration 74Q: 3 clusters Score -1826426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1826429.250000 Penalty: 3049.649658
	Iteration 75Q: 3 clusters Score -1826429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1826429.875000 Penalty: 3049.649658
	Iteration 76Q: 3 clusters Score -1826430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1826429.250000 Penalty: 3049.649658
	Iteration 77Q: 3 clusters Score -1826429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1826429.625000 Penalty: 3049.649658
	Iteration 78Q: 3 clusters Score -1826430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1826429.625000 Penalty: 3049.649658
	Iteration 79F: 3 clusters Score -1826430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (3789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Entering Unmasked Estep 
Score: -550023.250000 Penalty: 1338.976929
	Iteration 0F: 2 clusters Score -550023.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -546850.062500 Penalty: 2677.953857
	Iteration 0F: 3 clusters Score -546850.1 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -547653.625000 Penalty: 2677.953857
	Iteration 1F: 3 clusters Score -547653.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -547789.500000 Penalty: 2677.953857
	Iteration 2F: 3 clusters Score -547789.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -547879.125000 Penalty: 2677.953857
	Iteration 3Q: 3 clusters Score -547879.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -547935.687500 Penalty: 2677.953857
	Iteration 4Q: 3 clusters Score -547935.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -548000.562500 Penalty: 2677.953857
	Iteration 5Q: 3 clusters Score -548000.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -548059.437500 Penalty: 2677.953857
	Iteration 6Q: 3 clusters Score -548059.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -548122.062500 Penalty: 2677.953857
	Iteration 7Q: 3 clusters Score -548122.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -548197.625000 Penalty: 2677.953857
	Iteration 8Q: 3 clusters Score -548197.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -548272.937500 Penalty: 2677.953857
	Iteration 9Q: 3 clusters Score -548272.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -548344.437500 Penalty: 2677.953857
	Iteration 10Q: 3 clusters Score -548344.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -548409.937500 Penalty: 2677.953857
	Iteration 11Q: 3 clusters Score -548409.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -548474.062500 Penalty: 2677.953857
	Iteration 12Q: 3 clusters Score -548474.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -548539.187500 Penalty: 2677.953857
	Iteration 13Q: 3 clusters Score -548539.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -548604.187500 Penalty: 2677.953857
	Iteration 14Q: 3 clusters Score -548604.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -548672.312500 Penalty: 2677.953857
	Iteration 15Q: 3 clusters Score -548672.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -548720.187500 Penalty: 2677.953857
	Iteration 16Q: 3 clusters Score -548720.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -548756.625000 Penalty: 2677.953857
	Iteration 17Q: 3 clusters Score -548756.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -548788.250000 Penalty: 2677.953857
	Iteration 18Q: 3 clusters Score -548788.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -548833.187500 Penalty: 2677.953857
	Iteration 19Q: 3 clusters Score -548833.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -548873.562500 Penalty: 2677.953857
	Iteration 20F: 3 clusters Score -548873.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -548892.437500 Penalty: 2677.953857
	Iteration 21Q: 3 clusters Score -548892.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -548902.187500 Penalty: 2677.953857
	Iteration 22Q: 3 clusters Score -548902.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -548908.562500 Penalty: 2677.953857
	Iteration 23Q: 3 clusters Score -548908.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -548911.875000 Penalty: 2677.953857
	Iteration 24Q: 3 clusters Score -548911.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -548913.812500 Penalty: 2677.953857
	Iteration 25Q: 3 clusters Score -548913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -548916.812500 Penalty: 2677.953857
	Iteration 26Q: 3 clusters Score -548916.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -548922.687500 Penalty: 2677.953857
	Iteration 27Q: 3 clusters Score -548922.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -548926.500000 Penalty: 2677.953857
	Iteration 28Q: 3 clusters Score -548926.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -548928.875000 Penalty: 2677.953857
	Iteration 29Q: 3 clusters Score -548928.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -548930.000000 Penalty: 2677.953857
	Iteration 30Q: 3 clusters Score -548930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -548933.937500 Penalty: 2677.953857
	Iteration 31Q: 3 clusters Score -548933.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -548938.812500 Penalty: 2677.953857
	Iteration 32Q: 3 clusters Score -548938.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -548946.750000 Penalty: 2677.953857
	Iteration 33Q: 3 clusters Score -548946.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -548951.562500 Penalty: 2677.953857
	Iteration 34Q: 3 clusters Score -548951.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -548954.625000 Penalty: 2677.953857
	Iteration 35Q: 3 clusters Score -548954.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -548957.000000 Penalty: 2677.953857
	Iteration 36Q: 3 clusters Score -548957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -548957.000000 Penalty: 2677.953857
	Iteration 37F: 3 clusters Score -548957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Entering Unmasked Estep 
Score: -146366.531250 Penalty: 1121.368774
	Iteration 0F: 2 clusters Score -146366.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -144922.703125 Penalty: 2242.737549
	Iteration 0F: 3 clusters Score -144922.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -145189.281250 Penalty: 2242.737549
	Iteration 1F: 3 clusters Score -145189.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -145263.593750 Penalty: 2242.737549
	Iteration 2F: 3 clusters Score -145263.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -145298.546875 Penalty: 2242.737549
	Iteration 3Q: 3 clusters Score -145298.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -145325.734375 Penalty: 2242.737549
	Iteration 4Q: 3 clusters Score -145325.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -145351.250000 Penalty: 2242.737549
	Iteration 5Q: 3 clusters Score -145351.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -145367.421875 Penalty: 2242.737549
	Iteration 6Q: 3 clusters Score -145367.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -145380.531250 Penalty: 2242.737549
	Iteration 7Q: 3 clusters Score -145380.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -145389.703125 Penalty: 2242.737549
	Iteration 8Q: 3 clusters Score -145389.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -145395.921875 Penalty: 2242.737549
	Iteration 9Q: 3 clusters Score -145395.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -145405.203125 Penalty: 2242.737549
	Iteration 10Q: 3 clusters Score -145405.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -145410.015625 Penalty: 2242.737549
	Iteration 11Q: 3 clusters Score -145410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -145411.843750 Penalty: 2242.737549
	Iteration 12Q: 3 clusters Score -145411.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -145413.312500 Penalty: 2242.737549
	Iteration 13Q: 3 clusters Score -145413.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -145414.921875 Penalty: 2242.737549
	Iteration 14Q: 3 clusters Score -145414.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -145416.453125 Penalty: 2242.737549
	Iteration 15Q: 3 clusters Score -145416.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -145417.687500 Penalty: 2242.737549
	Iteration 16Q: 3 clusters Score -145417.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -145419.156250 Penalty: 2242.737549
	Iteration 17Q: 3 clusters Score -145419.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -145419.656250 Penalty: 2242.737549
	Iteration 18Q: 3 clusters Score -145419.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -145419.656250 Penalty: 2242.737549
	Iteration 19F: 3 clusters Score -145419.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -138749.562500 Penalty: 1142.944824
	Iteration 0F: 2 clusters Score -138749.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -137225.140625 Penalty: 2285.889648
	Iteration 0F: 3 clusters Score -137225.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -137528.859375 Penalty: 2285.889648
	Iteration 1F: 3 clusters Score -137528.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -137614.937500 Penalty: 2285.889648
	Iteration 2F: 3 clusters Score -137614.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -137660.203125 Penalty: 2285.889648
	Iteration 3Q: 3 clusters Score -137660.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -137696.531250 Penalty: 2285.889648
	Iteration 4Q: 3 clusters Score -137696.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -137718.140625 Penalty: 2285.889648
	Iteration 5Q: 3 clusters Score -137718.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -137726.281250 Penalty: 2285.889648
	Iteration 6Q: 3 clusters Score -137726.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -137730.921875 Penalty: 2285.889648
	Iteration 7Q: 3 clusters Score -137730.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -137733.359375 Penalty: 2285.889648
	Iteration 8Q: 3 clusters Score -137733.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -137736.421875 Penalty: 2285.889648
	Iteration 9Q: 3 clusters Score -137736.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -137738.609375 Penalty: 2285.889648
	Iteration 10Q: 3 clusters Score -137738.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -137742.390625 Penalty: 2285.889648
	Iteration 11Q: 3 clusters Score -137742.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -137746.687500 Penalty: 2285.889648
	Iteration 12Q: 3 clusters Score -137746.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -137750.062500 Penalty: 2285.889648
	Iteration 13Q: 3 clusters Score -137750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -137752.562500 Penalty: 2285.889648
	Iteration 14Q: 3 clusters Score -137752.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -137754.750000 Penalty: 2285.889648
	Iteration 15Q: 3 clusters Score -137754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -137756.515625 Penalty: 2285.889648
	Iteration 16Q: 3 clusters Score -137756.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -137760.781250 Penalty: 2285.889648
	Iteration 17Q: 3 clusters Score -137760.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -137763.875000 Penalty: 2285.889648
	Iteration 18Q: 3 clusters Score -137763.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -137770.468750 Penalty: 2285.889648
	Iteration 19Q: 3 clusters Score -137770.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -137775.796875 Penalty: 2285.889648
	Iteration 20F: 3 clusters Score -137775.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -137776.953125 Penalty: 2285.889648
	Iteration 21Q: 3 clusters Score -137777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -137777.359375 Penalty: 2285.889648
	Iteration 22Q: 3 clusters Score -137777.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -137777.953125 Penalty: 2285.889648
	Iteration 23Q: 3 clusters Score -137778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -137777.953125 Penalty: 2285.889648
	Iteration 24F: 3 clusters Score -137778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (4171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Entering Unmasked Estep 
Score: -633997.937500 Penalty: 1354.585449
	Iteration 0F: 2 clusters Score -633997.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -630516.937500 Penalty: 2709.170898
	Iteration 0F: 3 clusters Score -630516.9 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -631364.312500 Penalty: 2709.170898
	Iteration 1F: 3 clusters Score -631364.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -631519.875000 Penalty: 2709.170898
	Iteration 2F: 3 clusters Score -631519.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -631626.562500 Penalty: 2709.170898
	Iteration 3Q: 3 clusters Score -631626.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -631700.312500 Penalty: 2709.170898
	Iteration 4Q: 3 clusters Score -631700.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -631751.687500 Penalty: 2709.170898
	Iteration 5Q: 3 clusters Score -631751.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -631797.937500 Penalty: 2709.170898
	Iteration 6Q: 3 clusters Score -631797.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -631833.750000 Penalty: 2709.170898
	Iteration 7Q: 3 clusters Score -631833.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -631867.187500 Penalty: 2709.170898
	Iteration 8Q: 3 clusters Score -631867.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -631911.875000 Penalty: 2709.170898
	Iteration 9Q: 3 clusters Score -631911.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -631949.875000 Penalty: 2709.170898
	Iteration 10Q: 3 clusters Score -631949.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -631978.312500 Penalty: 2709.170898
	Iteration 11Q: 3 clusters Score -631978.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -632000.062500 Penalty: 2709.170898
	Iteration 12Q: 3 clusters Score -632000.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -632028.312500 Penalty: 2709.170898
	Iteration 13Q: 3 clusters Score -632028.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -632063.250000 Penalty: 2709.170898
	Iteration 14Q: 3 clusters Score -632063.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -632100.125000 Penalty: 2709.170898
	Iteration 15Q: 3 clusters Score -632100.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -632130.437500 Penalty: 2709.170898
	Iteration 16Q: 3 clusters Score -632130.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -632166.375000 Penalty: 2709.170898
	Iteration 17Q: 3 clusters Score -632166.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -632211.625000 Penalty: 2709.170898
	Iteration 18Q: 3 clusters Score -632211.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -632254.625000 Penalty: 2709.170898
	Iteration 19Q: 3 clusters Score -632254.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -632288.687500 Penalty: 2709.170898
	Iteration 20F: 3 clusters Score -632288.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -632329.500000 Penalty: 2709.170898
	Iteration 21Q: 3 clusters Score -632329.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -632363.625000 Penalty: 2709.170898
	Iteration 22Q: 3 clusters Score -632363.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -632412.875000 Penalty: 2709.170898
	Iteration 23Q: 3 clusters Score -632412.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -632469.500000 Penalty: 2709.170898
	Iteration 24Q: 3 clusters Score -632469.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -632522.312500 Penalty: 2709.170898
	Iteration 25Q: 3 clusters Score -632522.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -632583.750000 Penalty: 2709.170898
	Iteration 26Q: 3 clusters Score -632583.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -632632.187500 Penalty: 2709.170898
	Iteration 27Q: 3 clusters Score -632632.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -632662.625000 Penalty: 2709.170898
	Iteration 28Q: 3 clusters Score -632662.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -632687.937500 Penalty: 2709.170898
	Iteration 29Q: 3 clusters Score -632687.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -632703.562500 Penalty: 2709.170898
	Iteration 30Q: 3 clusters Score -632703.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -632718.687500 Penalty: 2709.170898
	Iteration 31Q: 3 clusters Score -632718.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -632730.750000 Penalty: 2709.170898
	Iteration 32Q: 3 clusters Score -632730.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -632741.312500 Penalty: 2709.170898
	Iteration 33Q: 3 clusters Score -632741.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -632750.937500 Penalty: 2709.170898
	Iteration 34Q: 3 clusters Score -632750.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -632760.250000 Penalty: 2709.170898
	Iteration 35Q: 3 clusters Score -632760.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -632773.750000 Penalty: 2709.170898
	Iteration 36Q: 3 clusters Score -632773.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -632784.250000 Penalty: 2709.170898
	Iteration 37Q: 3 clusters Score -632784.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -632793.750000 Penalty: 2709.170898
	Iteration 38Q: 3 clusters Score -632793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -632798.062500 Penalty: 2709.170898
	Iteration 39Q: 3 clusters Score -632798.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -632804.500000 Penalty: 2709.170898
	Iteration 40F: 3 clusters Score -632804.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -632808.875000 Penalty: 2709.170898
	Iteration 41Q: 3 clusters Score -632808.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -632809.187500 Penalty: 2709.170898
	Iteration 42Q: 3 clusters Score -632809.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -632809.187500 Penalty: 2709.170898
	Iteration 43F: 3 clusters Score -632809.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Entering Unmasked Estep 
Score: -215612.625000 Penalty: 1203.096436
	Iteration 0F: 2 clusters Score -215612.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -213798.109375 Penalty: 2406.192871
	Iteration 0F: 3 clusters Score -213798.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -214257.984375 Penalty: 2406.192871
	Iteration 1F: 3 clusters Score -214258 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -214419.265625 Penalty: 2406.192871
	Iteration 2F: 3 clusters Score -214419.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -214566.968750 Penalty: 2406.192871
	Iteration 3F: 3 clusters Score -214567 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -214698.890625 Penalty: 2406.192871
	Iteration 4F: 3 clusters Score -214698.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -214830.062500 Penalty: 2406.192871
	Iteration 5F: 3 clusters Score -214830.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -214983.687500 Penalty: 2406.192871
	Iteration 6F: 3 clusters Score -214983.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -215098.156250 Penalty: 2406.192871
	Iteration 7Q: 3 clusters Score -215098.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -215191.703125 Penalty: 2406.192871
	Iteration 8Q: 3 clusters Score -215191.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -215254.875000 Penalty: 2406.192871
	Iteration 9Q: 3 clusters Score -215254.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -215297.312500 Penalty: 2406.192871
	Iteration 10Q: 3 clusters Score -215297.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -215322.468750 Penalty: 2406.192871
	Iteration 11Q: 3 clusters Score -215322.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -215333.328125 Penalty: 2406.192871
	Iteration 12Q: 3 clusters Score -215333.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -215338.140625 Penalty: 2406.192871
	Iteration 13Q: 3 clusters Score -215338.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -215343.140625 Penalty: 2406.192871
	Iteration 14Q: 3 clusters Score -215343.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -215350.453125 Penalty: 2406.192871
	Iteration 15Q: 3 clusters Score -215350.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -215353.640625 Penalty: 2406.192871
	Iteration 16Q: 3 clusters Score -215353.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -215356.484375 Penalty: 2406.192871
	Iteration 17Q: 3 clusters Score -215356.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -215358.312500 Penalty: 2406.192871
	Iteration 18Q: 3 clusters Score -215358.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -215359.671875 Penalty: 2406.192871
	Iteration 19Q: 3 clusters Score -215359.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -215359.671875 Penalty: 2406.192871
	Iteration 20F: 3 clusters Score -215359.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (12182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Entering Unmasked Estep 
Score: -1852578.125000 Penalty: 1528.753662
	Iteration 0F: 2 clusters Score -1852578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1844155.375000 Penalty: 3057.507324
	Iteration 0F: 3 clusters Score -1844155 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1846981.375000 Penalty: 3057.507324
	Iteration 1F: 3 clusters Score -1846981 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1847261.125000 Penalty: 3057.507324
	Iteration 2F: 3 clusters Score -1847261 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1847498.750000 Penalty: 3057.507324
	Iteration 3F: 3 clusters Score -1847499 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1847692.625000 Penalty: 3057.507324
	Iteration 4Q: 3 clusters Score -1847693 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1847867.250000 Penalty: 3057.507324
	Iteration 5Q: 3 clusters Score -1847867 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1848036.875000 Penalty: 3057.507324
	Iteration 6Q: 3 clusters Score -1848037 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1848225.625000 Penalty: 3057.507324
	Iteration 7Q: 3 clusters Score -1848226 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1848446.750000 Penalty: 3057.507324
	Iteration 8Q: 3 clusters Score -1848447 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1848729.125000 Penalty: 3057.507324
	Iteration 9Q: 3 clusters Score -1848729 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1849012.500000 Penalty: 3057.507324
	Iteration 10Q: 3 clusters Score -1849012 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1849316.125000 Penalty: 3057.507324
	Iteration 11Q: 3 clusters Score -1849316 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1849577.375000 Penalty: 3057.507324
	Iteration 12Q: 3 clusters Score -1849577 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1849766.625000 Penalty: 3057.507324
	Iteration 13Q: 3 clusters Score -1849767 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1849872.750000 Penalty: 3057.507324
	Iteration 14Q: 3 clusters Score -1849873 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1849933.500000 Penalty: 3057.507324
	Iteration 15Q: 3 clusters Score -1849934 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1849987.125000 Penalty: 3057.507324
	Iteration 16Q: 3 clusters Score -1849987 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1850036.125000 Penalty: 3057.507324
	Iteration 17Q: 3 clusters Score -1850036 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1850082.500000 Penalty: 3057.507324
	Iteration 18Q: 3 clusters Score -1850082 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1850123.625000 Penalty: 3057.507324
	Iteration 19Q: 3 clusters Score -1850124 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1850169.750000 Penalty: 3057.507324
	Iteration 20F: 3 clusters Score -1850170 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1850227.250000 Penalty: 3057.507324
	Iteration 21Q: 3 clusters Score -1850227 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1850270.000000 Penalty: 3057.507324
	Iteration 22Q: 3 clusters Score -1850270 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1850315.250000 Penalty: 3057.507324
	Iteration 23Q: 3 clusters Score -1850315 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1850350.375000 Penalty: 3057.507324
	Iteration 24Q: 3 clusters Score -1850350 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1850391.250000 Penalty: 3057.507324
	Iteration 25Q: 3 clusters Score -1850391 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1850424.750000 Penalty: 3057.507324
	Iteration 26Q: 3 clusters Score -1850425 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1850476.375000 Penalty: 3057.507324
	Iteration 27Q: 3 clusters Score -1850476 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1850523.750000 Penalty: 3057.507324
	Iteration 28Q: 3 clusters Score -1850524 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1850565.250000 Penalty: 3057.507324
	Iteration 29Q: 3 clusters Score -1850565 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1850593.625000 Penalty: 3057.507324
	Iteration 30Q: 3 clusters Score -1850594 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1850630.750000 Penalty: 3057.507324
	Iteration 31Q: 3 clusters Score -1850631 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1850648.875000 Penalty: 3057.507324
	Iteration 32Q: 3 clusters Score -1850649 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1850668.875000 Penalty: 3057.507324
	Iteration 33Q: 3 clusters Score -1850669 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1850690.125000 Penalty: 3057.507324
	Iteration 34Q: 3 clusters Score -1850690 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1850709.250000 Penalty: 3057.507324
	Iteration 35Q: 3 clusters Score -1850709 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1850727.875000 Penalty: 3057.507324
	Iteration 36Q: 3 clusters Score -1850728 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1850768.000000 Penalty: 3057.507324
	Iteration 37Q: 3 clusters Score -1850768 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1850814.375000 Penalty: 3057.507324
	Iteration 38Q: 3 clusters Score -1850814 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1850843.875000 Penalty: 3057.507324
	Iteration 39Q: 3 clusters Score -1850844 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1850877.125000 Penalty: 3057.507324
	Iteration 40F: 3 clusters Score -1850877 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1850914.375000 Penalty: 3057.507324
	Iteration 41Q: 3 clusters Score -1850914 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1850948.750000 Penalty: 3057.507324
	Iteration 42Q: 3 clusters Score -1850949 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1850998.500000 Penalty: 3057.507324
	Iteration 43Q: 3 clusters Score -1850998 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1851041.875000 Penalty: 3057.507324
	Iteration 44Q: 3 clusters Score -1851042 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1851093.125000 Penalty: 3057.507324
	Iteration 45Q: 3 clusters Score -1851093 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1851143.875000 Penalty: 3057.507324
	Iteration 46Q: 3 clusters Score -1851144 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1851188.375000 Penalty: 3057.507324
	Iteration 47Q: 3 clusters Score -1851188 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1851237.000000 Penalty: 3057.507324
	Iteration 48Q: 3 clusters Score -1851237 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1851272.875000 Penalty: 3057.507324
	Iteration 49Q: 3 clusters Score -1851273 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1851311.375000 Penalty: 3057.507324
	Iteration 50Q: 3 clusters Score -1851311 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1851331.625000 Penalty: 3057.507324
	Iteration 51Q: 3 clusters Score -1851332 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1851368.375000 Penalty: 3057.507324
	Iteration 52Q: 3 clusters Score -1851368 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1851390.000000 Penalty: 3057.507324
	Iteration 53Q: 3 clusters Score -1851390 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1851416.625000 Penalty: 3057.507324
	Iteration 54Q: 3 clusters Score -1851417 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1851438.625000 Penalty: 3057.507324
	Iteration 55Q: 3 clusters Score -1851439 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1851456.500000 Penalty: 3057.507324
	Iteration 56Q: 3 clusters Score -1851456 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1851468.750000 Penalty: 3057.507324
	Iteration 57Q: 3 clusters Score -1851469 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1851479.125000 Penalty: 3057.507324
	Iteration 58Q: 3 clusters Score -1851479 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1851482.875000 Penalty: 3057.507324
	Iteration 59Q: 3 clusters Score -1851483 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1851489.625000 Penalty: 3057.507324
	Iteration 60F: 3 clusters Score -1851490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1851494.375000 Penalty: 3057.507324
	Iteration 61Q: 3 clusters Score -1851494 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1851497.125000 Penalty: 3057.507324
	Iteration 62Q: 3 clusters Score -1851497 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1851506.125000 Penalty: 3057.507324
	Iteration 63Q: 3 clusters Score -1851506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1851505.750000 Penalty: 3057.507324
	Iteration 64Q: 3 clusters Score -1851506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1851507.875000 Penalty: 3057.507324
	Iteration 65Q: 3 clusters Score -1851508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1851504.000000 Penalty: 3057.507324
	Iteration 66Q: 3 clusters Score -1851504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1851502.250000 Penalty: 3057.507324
	Iteration 67Q: 3 clusters Score -1851502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1851501.375000 Penalty: 3057.507324
	Iteration 68Q: 3 clusters Score -1851501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1851504.750000 Penalty: 3057.507324
	Iteration 69Q: 3 clusters Score -1851505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1851507.375000 Penalty: 3057.507324
	Iteration 70Q: 3 clusters Score -1851507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1851512.500000 Penalty: 3057.507324
	Iteration 71Q: 3 clusters Score -1851512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1851509.750000 Penalty: 3057.507324
	Iteration 72Q: 3 clusters Score -1851510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1851512.625000 Penalty: 3057.507324
	Iteration 73Q: 3 clusters Score -1851513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1851516.625000 Penalty: 3057.507324
	Iteration 74Q: 3 clusters Score -1851517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1851517.750000 Penalty: 3057.507324
	Iteration 75Q: 3 clusters Score -1851518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1851517.500000 Penalty: 3057.507324
	Iteration 76Q: 3 clusters Score -1851518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1851516.000000 Penalty: 3057.507324
	Iteration 77Q: 3 clusters Score -1851516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1851517.500000 Penalty: 3057.507324
	Iteration 78Q: 3 clusters Score -1851518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1851517.375000 Penalty: 3057.507324
	Iteration 79Q: 3 clusters Score -1851517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1851518.875000 Penalty: 3057.507324
	Iteration 80F: 3 clusters Score -1851519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1851522.375000 Penalty: 3057.507324
	Iteration 81Q: 3 clusters Score -1851522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1851520.375000 Penalty: 3057.507324
	Iteration 82Q: 3 clusters Score -1851520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1851518.000000 Penalty: 3057.507324
	Iteration 83Q: 3 clusters Score -1851518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1851518.375000 Penalty: 3057.507324
	Iteration 84Q: 3 clusters Score -1851518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1851518.375000 Penalty: 3057.507324
	Iteration 85F: 3 clusters Score -1851518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -565245.875000 Penalty: 1336.164917
	Iteration 0F: 2 clusters Score -565245.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -562107.750000 Penalty: 2672.329834
	Iteration 0F: 3 clusters Score -562107.8 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -562915.187500 Penalty: 2672.329834
	Iteration 1F: 3 clusters Score -562915.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -563056.375000 Penalty: 2672.329834
	Iteration 2F: 3 clusters Score -563056.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -563160.812500 Penalty: 2672.329834
	Iteration 3Q: 3 clusters Score -563160.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -563265.687500 Penalty: 2672.329834
	Iteration 4Q: 3 clusters Score -563265.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -563344.125000 Penalty: 2672.329834
	Iteration 5Q: 3 clusters Score -563344.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -563401.937500 Penalty: 2672.329834
	Iteration 6Q: 3 clusters Score -563401.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -563455.750000 Penalty: 2672.329834
	Iteration 7Q: 3 clusters Score -563455.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -563508.937500 Penalty: 2672.329834
	Iteration 8Q: 3 clusters Score -563508.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -563562.375000 Penalty: 2672.329834
	Iteration 9Q: 3 clusters Score -563562.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -563610.625000 Penalty: 2672.329834
	Iteration 10Q: 3 clusters Score -563610.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -563657.812500 Penalty: 2672.329834
	Iteration 11Q: 3 clusters Score -563657.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -563697.750000 Penalty: 2672.329834
	Iteration 12Q: 3 clusters Score -563697.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -563741.125000 Penalty: 2672.329834
	Iteration 13Q: 3 clusters Score -563741.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -563780.687500 Penalty: 2672.329834
	Iteration 14Q: 3 clusters Score -563780.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -563810.625000 Penalty: 2672.329834
	Iteration 15Q: 3 clusters Score -563810.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -563843.500000 Penalty: 2672.329834
	Iteration 16Q: 3 clusters Score -563843.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -563869.062500 Penalty: 2672.329834
	Iteration 17Q: 3 clusters Score -563869.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -563891.937500 Penalty: 2672.329834
	Iteration 18Q: 3 clusters Score -563891.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -563914.187500 Penalty: 2672.329834
	Iteration 19Q: 3 clusters Score -563914.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -563928.312500 Penalty: 2672.329834
	Iteration 20F: 3 clusters Score -563928.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -563943.312500 Penalty: 2672.329834
	Iteration 21Q: 3 clusters Score -563943.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -563957.625000 Penalty: 2672.329834
	Iteration 22Q: 3 clusters Score -563957.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -563971.062500 Penalty: 2672.329834
	Iteration 23Q: 3 clusters Score -563971.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -563978.812500 Penalty: 2672.329834
	Iteration 24Q: 3 clusters Score -563978.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -563984.500000 Penalty: 2672.329834
	Iteration 25Q: 3 clusters Score -563984.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -563988.625000 Penalty: 2672.329834
	Iteration 26Q: 3 clusters Score -563988.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -563992.937500 Penalty: 2672.329834
	Iteration 27Q: 3 clusters Score -563992.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -563997.812500 Penalty: 2672.329834
	Iteration 28Q: 3 clusters Score -563997.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -563999.625000 Penalty: 2672.329834
	Iteration 29Q: 3 clusters Score -563999.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -564003.875000 Penalty: 2672.329834
	Iteration 30Q: 3 clusters Score -564003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -564006.187500 Penalty: 2672.329834
	Iteration 31Q: 3 clusters Score -564006.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -564006.062500 Penalty: 2672.329834
	Iteration 32Q: 3 clusters Score -564006.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -564006.062500 Penalty: 2672.329834
	Iteration 33F: 3 clusters Score -564006.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (19073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Entering Unmasked Estep 
Score: -2919216.500000 Penalty: 1601.604614
	Iteration 0F: 2 clusters Score -2919216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2907251.000000 Penalty: 3203.209229
	Iteration 0F: 3 clusters Score -2907251 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2911802.750000 Penalty: 3203.209229
	Iteration 1F: 3 clusters Score -2911803 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2912101.750000 Penalty: 3203.209229
	Iteration 2Q: 3 clusters Score -2912102 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2912382.750000 Penalty: 3203.209229
	Iteration 3Q: 3 clusters Score -2912383 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2912618.500000 Penalty: 3203.209229
	Iteration 4Q: 3 clusters Score -2912618 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2912840.000000 Penalty: 3203.209229
	Iteration 5Q: 3 clusters Score -2912840 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2913083.250000 Penalty: 3203.209229
	Iteration 6Q: 3 clusters Score -2913083 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2913293.250000 Penalty: 3203.209229
	Iteration 7Q: 3 clusters Score -2913293 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2913541.750000 Penalty: 3203.209229
	Iteration 8Q: 3 clusters Score -2913542 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2913771.250000 Penalty: 3203.209229
	Iteration 9Q: 3 clusters Score -2913771 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2914021.000000 Penalty: 3203.209229
	Iteration 10Q: 3 clusters Score -2914021 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2914315.250000 Penalty: 3203.209229
	Iteration 11Q: 3 clusters Score -2914315 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2914648.750000 Penalty: 3203.209229
	Iteration 12Q: 3 clusters Score -2914649 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2914975.500000 Penalty: 3203.209229
	Iteration 13Q: 3 clusters Score -2914976 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2915252.500000 Penalty: 3203.209229
	Iteration 14Q: 3 clusters Score -2915252 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2915462.750000 Penalty: 3203.209229
	Iteration 15Q: 3 clusters Score -2915463 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2915587.000000 Penalty: 3203.209229
	Iteration 16Q: 3 clusters Score -2915587 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2915668.500000 Penalty: 3203.209229
	Iteration 17Q: 3 clusters Score -2915668 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2915700.500000 Penalty: 3203.209229
	Iteration 18Q: 3 clusters Score -2915700 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2915730.250000 Penalty: 3203.209229
	Iteration 19Q: 3 clusters Score -2915730 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2915739.750000 Penalty: 3203.209229
	Iteration 20F: 3 clusters Score -2915740 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2915746.500000 Penalty: 3203.209229
	Iteration 21Q: 3 clusters Score -2915746 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2915753.250000 Penalty: 3203.209229
	Iteration 22Q: 3 clusters Score -2915753 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2915756.000000 Penalty: 3203.209229
	Iteration 23Q: 3 clusters Score -2915756 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2915769.000000 Penalty: 3203.209229
	Iteration 24Q: 3 clusters Score -2915769 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2915780.000000 Penalty: 3203.209229
	Iteration 25Q: 3 clusters Score -2915780 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2915787.250000 Penalty: 3203.209229
	Iteration 26Q: 3 clusters Score -2915787 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2915798.000000 Penalty: 3203.209229
	Iteration 27Q: 3 clusters Score -2915798 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2915796.500000 Penalty: 3203.209229
	Iteration 28Q: 3 clusters Score -2915796 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2915809.500000 Penalty: 3203.209229
	Iteration 29Q: 3 clusters Score -2915810 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2915813.750000 Penalty: 3203.209229
	Iteration 30Q: 3 clusters Score -2915814 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2915824.250000 Penalty: 3203.209229
	Iteration 31Q: 3 clusters Score -2915824 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2915825.750000 Penalty: 3203.209229
	Iteration 32Q: 3 clusters Score -2915826 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2915835.750000 Penalty: 3203.209229
	Iteration 33Q: 3 clusters Score -2915836 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2915842.500000 Penalty: 3203.209229
	Iteration 34Q: 3 clusters Score -2915842 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2915841.250000 Penalty: 3203.209229
	Iteration 35Q: 3 clusters Score -2915841 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2915843.000000 Penalty: 3203.209229
	Iteration 36Q: 3 clusters Score -2915843 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2915853.000000 Penalty: 3203.209229
	Iteration 37Q: 3 clusters Score -2915853 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2915851.000000 Penalty: 3203.209229
	Iteration 38Q: 3 clusters Score -2915851 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2915858.500000 Penalty: 3203.209229
	Iteration 39Q: 3 clusters Score -2915858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2915860.750000 Penalty: 3203.209229
	Iteration 40F: 3 clusters Score -2915861 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2915859.250000 Penalty: 3203.209229
	Iteration 41Q: 3 clusters Score -2915859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2915861.250000 Penalty: 3203.209229
	Iteration 42Q: 3 clusters Score -2915861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2915859.500000 Penalty: 3203.209229
	Iteration 43Q: 3 clusters Score -2915860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2915849.000000 Penalty: 3203.209229
	Iteration 44Q: 3 clusters Score -2915849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2915850.500000 Penalty: 3203.209229
	Iteration 45Q: 3 clusters Score -2915850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2915850.750000 Penalty: 3203.209229
	Iteration 46Q: 3 clusters Score -2915851 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2915855.000000 Penalty: 3203.209229
	Iteration 47Q: 3 clusters Score -2915855 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2915853.750000 Penalty: 3203.209229
	Iteration 48Q: 3 clusters Score -2915854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2915862.750000 Penalty: 3203.209229
	Iteration 49Q: 3 clusters Score -2915863 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2915865.000000 Penalty: 3203.209229
	Iteration 50Q: 3 clusters Score -2915865 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2915873.750000 Penalty: 3203.209229
	Iteration 51Q: 3 clusters Score -2915874 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2915884.250000 Penalty: 3203.209229
	Iteration 52Q: 3 clusters Score -2915884 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2915887.000000 Penalty: 3203.209229
	Iteration 53Q: 3 clusters Score -2915887 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2915882.250000 Penalty: 3203.209229
	Iteration 54Q: 3 clusters Score -2915882 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2915889.750000 Penalty: 3203.209229
	Iteration 55Q: 3 clusters Score -2915890 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2915892.750000 Penalty: 3203.209229
	Iteration 56Q: 3 clusters Score -2915893 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2915899.500000 Penalty: 3203.209229
	Iteration 57Q: 3 clusters Score -2915900 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2915909.750000 Penalty: 3203.209229
	Iteration 58Q: 3 clusters Score -2915910 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2915911.750000 Penalty: 3203.209229
	Iteration 59Q: 3 clusters Score -2915912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2915926.500000 Penalty: 3203.209229
	Iteration 60F: 3 clusters Score -2915926 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2915924.750000 Penalty: 3203.209229
	Iteration 61Q: 3 clusters Score -2915925 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2915932.500000 Penalty: 3203.209229
	Iteration 62Q: 3 clusters Score -2915932 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2915938.000000 Penalty: 3203.209229
	Iteration 63Q: 3 clusters Score -2915938 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2915944.500000 Penalty: 3203.209229
	Iteration 64Q: 3 clusters Score -2915944 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2915954.000000 Penalty: 3203.209229
	Iteration 65Q: 3 clusters Score -2915954 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2915968.750000 Penalty: 3203.209229
	Iteration 66Q: 3 clusters Score -2915969 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2915972.750000 Penalty: 3203.209229
	Iteration 67Q: 3 clusters Score -2915973 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2915977.250000 Penalty: 3203.209229
	Iteration 68Q: 3 clusters Score -2915977 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2915982.250000 Penalty: 3203.209229
	Iteration 69Q: 3 clusters Score -2915982 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2915985.500000 Penalty: 3203.209229
	Iteration 70Q: 3 clusters Score -2915986 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2915986.750000 Penalty: 3203.209229
	Iteration 71Q: 3 clusters Score -2915987 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2916000.000000 Penalty: 3203.209229
	Iteration 72Q: 3 clusters Score -2916000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2916000.250000 Penalty: 3203.209229
	Iteration 73Q: 3 clusters Score -2916000 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2916008.000000 Penalty: 3203.209229
	Iteration 74Q: 3 clusters Score -2916008 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2916008.500000 Penalty: 3203.209229
	Iteration 75Q: 3 clusters Score -2916008 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2916019.750000 Penalty: 3203.209229
	Iteration 76Q: 3 clusters Score -2916020 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2916033.250000 Penalty: 3203.209229
	Iteration 77Q: 3 clusters Score -2916033 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2916051.750000 Penalty: 3203.209229
	Iteration 78Q: 3 clusters Score -2916052 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2916066.250000 Penalty: 3203.209229
	Iteration 79Q: 3 clusters Score -2916066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2916056.250000 Penalty: 3203.209229
	Iteration 80F: 3 clusters Score -2916056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2916055.500000 Penalty: 3203.209229
	Iteration 81Q: 3 clusters Score -2916056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2916065.250000 Penalty: 3203.209229
	Iteration 82Q: 3 clusters Score -2916065 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2916072.250000 Penalty: 3203.209229
	Iteration 83Q: 3 clusters Score -2916072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2916071.250000 Penalty: 3203.209229
	Iteration 84Q: 3 clusters Score -2916071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2916074.000000 Penalty: 3203.209229
	Iteration 85Q: 3 clusters Score -2916074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2916085.500000 Penalty: 3203.209229
	Iteration 86Q: 3 clusters Score -2916086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2916082.000000 Penalty: 3203.209229
	Iteration 87Q: 3 clusters Score -2916082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2916086.000000 Penalty: 3203.209229
	Iteration 88Q: 3 clusters Score -2916086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2916085.000000 Penalty: 3203.209229
	Iteration 89Q: 3 clusters Score -2916085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2916089.250000 Penalty: 3203.209229
	Iteration 90Q: 3 clusters Score -2916089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2916082.250000 Penalty: 3203.209229
	Iteration 91Q: 3 clusters Score -2916082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2916089.250000 Penalty: 3203.209229
	Iteration 92Q: 3 clusters Score -2916089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2916087.750000 Penalty: 3203.209229
	Iteration 93Q: 3 clusters Score -2916088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2916082.000000 Penalty: 3203.209229
	Iteration 94Q: 3 clusters Score -2916082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2916091.000000 Penalty: 3203.209229
	Iteration 95Q: 3 clusters Score -2916091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2916087.000000 Penalty: 3203.209229
	Iteration 96Q: 3 clusters Score -2916087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2916090.500000 Penalty: 3203.209229
	Iteration 97Q: 3 clusters Score -2916090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2916086.250000 Penalty: 3203.209229
	Iteration 98Q: 3 clusters Score -2916086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2916087.750000 Penalty: 3203.209229
	Iteration 99Q: 3 clusters Score -2916088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2916087.000000 Penalty: 3203.209229
	Iteration 100F: 3 clusters Score -2916087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2916091.500000 Penalty: 3203.209229
	Iteration 101Q: 3 clusters Score -2916092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2916087.750000 Penalty: 3203.209229
	Iteration 102Q: 3 clusters Score -2916088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2916091.750000 Penalty: 3203.209229
	Iteration 103Q: 3 clusters Score -2916092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2916090.000000 Penalty: 3203.209229
	Iteration 104Q: 3 clusters Score -2916090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2916093.500000 Penalty: 3203.209229
	Iteration 105Q: 3 clusters Score -2916094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2916095.000000 Penalty: 3203.209229
	Iteration 106Q: 3 clusters Score -2916095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2916105.500000 Penalty: 3203.209229
	Iteration 107Q: 3 clusters Score -2916106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2916113.250000 Penalty: 3203.209229
	Iteration 108Q: 3 clusters Score -2916113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2916116.000000 Penalty: 3203.209229
	Iteration 109Q: 3 clusters Score -2916116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2916117.250000 Penalty: 3203.209229
	Iteration 110Q: 3 clusters Score -2916117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2916126.250000 Penalty: 3203.209229
	Iteration 111Q: 3 clusters Score -2916126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2916126.250000 Penalty: 3203.209229
	Iteration 112Q: 3 clusters Score -2916126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2916131.250000 Penalty: 3203.209229
	Iteration 113Q: 3 clusters Score -2916131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2916130.250000 Penalty: 3203.209229
	Iteration 114Q: 3 clusters Score -2916130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2916129.250000 Penalty: 3203.209229
	Iteration 115Q: 3 clusters Score -2916129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2916124.250000 Penalty: 3203.209229
	Iteration 116Q: 3 clusters Score -2916124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2916121.500000 Penalty: 3203.209229
	Iteration 117Q: 3 clusters Score -2916122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2916125.750000 Penalty: 3203.209229
	Iteration 118Q: 3 clusters Score -2916126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2916132.750000 Penalty: 3203.209229
	Iteration 119Q: 3 clusters Score -2916133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2916129.250000 Penalty: 3203.209229
	Iteration 120F: 3 clusters Score -2916129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2916129.500000 Penalty: 3203.209229
	Iteration 121Q: 3 clusters Score -2916130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2916134.250000 Penalty: 3203.209229
	Iteration 122Q: 3 clusters Score -2916134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2916135.750000 Penalty: 3203.209229
	Iteration 123Q: 3 clusters Score -2916136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2916137.750000 Penalty: 3203.209229
	Iteration 124Q: 3 clusters Score -2916138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2916138.750000 Penalty: 3203.209229
	Iteration 125Q: 3 clusters Score -2916139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2916140.250000 Penalty: 3203.209229
	Iteration 126Q: 3 clusters Score -2916140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2916143.750000 Penalty: 3203.209229
	Iteration 127Q: 3 clusters Score -2916144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2916140.750000 Penalty: 3203.209229
	Iteration 128Q: 3 clusters Score -2916141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2916139.500000 Penalty: 3203.209229
	Iteration 129Q: 3 clusters Score -2916140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2916139.500000 Penalty: 3203.209229
	Iteration 130F: 3 clusters Score -2916140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10583 members 
Mstep: Class 5 contains 14403 members 
Mstep: Class 6 contains 6673 members 
Mstep: Class 7 contains 773 members 
Mstep: Class 8 contains 31443 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6088 members 
Mstep: Class 12 contains 8395 members 
Mstep: Class 13 contains 4125 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 3045 members 
Mstep: Class 17 contains 26613 members 
Mstep: Class 18 contains 1398 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14300 members 
Mstep: Class 21 contains 4526 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3848 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10974 members 
Mstep: Class 26 contains 1252 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9527 members 
Mstep: Class 29 contains 15163 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3042 members 
Mstep: Class 32 contains 2792 members 
Mstep: Class 33 contains 14728 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7129 members 
Mstep: Class 37 contains 9747 members 
Mstep: Class 38 contains 20411 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28928 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5011 members 
Mstep: Class 45 contains 14066 members 
Mstep: Class 46 contains 13852 members 
Mstep: Class 47 contains 3705 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6052 members 
Mstep: Class 50 contains 19789 members 
Mstep: Class 51 contains 986 members 
Mstep: Class 52 contains 2480 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2252 members 
Mstep: Class 55 contains 13185 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6712 members 
Mstep: Class 62 contains 19054 members 
Mstep: Class 63 contains 1723 members 
Mstep: Class 64 contains 4449 members 
Mstep: Class 65 contains 14702 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8702 members 
Mstep: Class 70 contains 779 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20369 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19771 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16418 members 
Mstep: Class 77 contains 11891 members 
Mstep: Class 78 contains 3789 members 
Mstep: Class 79 contains 993 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4171 members 
Mstep: Class 82 contains 1642 members 
Mstep: Class 83 contains 12182 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933464.000000 Penalty: 183801.937500
Iteration 159Q: 86 clusters Score -8.593346e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 10582 members 
Mstep: Class 5 contains 14407 members 
Mstep: Class 6 contains 6674 members 
Mstep: Class 7 contains 773 members 
Mstep: Class 8 contains 31445 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6086 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 3044 members 
Mstep: Class 17 contains 26657 members 
Mstep: Class 18 contains 1398 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14289 members 
Mstep: Class 21 contains 4531 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3848 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10975 members 
Mstep: Class 26 contains 1252 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9522 members 
Mstep: Class 29 contains 15160 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3043 members 
Mstep: Class 32 contains 2794 members 
Mstep: Class 33 contains 14716 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7122 members 
Mstep: Class 37 contains 9745 members 
Mstep: Class 38 contains 20406 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28927 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5013 members 
Mstep: Class 45 contains 14098 members 
Mstep: Class 46 contains 13861 members 
Mstep: Class 47 contains 3703 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6051 members 
Mstep: Class 50 contains 19807 members 
Mstep: Class 51 contains 986 members 
Mstep: Class 52 contains 2480 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2252 members 
Mstep: Class 55 contains 13186 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14014 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6713 members 
Mstep: Class 62 contains 19045 members 
Mstep: Class 63 contains 1723 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14678 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8701 members 
Mstep: Class 70 contains 779 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20375 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19765 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16412 members 
Mstep: Class 77 contains 11901 members 
Mstep: Class 78 contains 3789 members 
Mstep: Class 79 contains 993 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4168 members 
Mstep: Class 82 contains 1642 members 
Mstep: Class 83 contains 12157 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933488.000000 Penalty: 183801.937500
Iteration 160F: 86 clusters Score -8.593349e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 14385 members 
Mstep: Class 3 contains 182 members 
Mstep: Class 4 contains 10580 members 
Mstep: Class 5 contains 14411 members 
Mstep: Class 6 contains 6674 members 
Mstep: Class 7 contains 783 members 
Mstep: Class 8 contains 31447 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6087 members 
Mstep: Class 12 contains 8387 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3042 members 
Mstep: Class 17 contains 26694 members 
Mstep: Class 18 contains 1398 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14286 members 
Mstep: Class 21 contains 4538 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3848 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10973 members 
Mstep: Class 26 contains 1252 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9517 members 
Mstep: Class 29 contains 15163 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3044 members 
Mstep: Class 32 contains 2795 members 
Mstep: Class 33 contains 14697 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7115 members 
Mstep: Class 37 contains 9744 members 
Mstep: Class 38 contains 20407 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28927 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5011 members 
Mstep: Class 45 contains 14131 members 
Mstep: Class 46 contains 13865 members 
Mstep: Class 47 contains 3702 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6052 members 
Mstep: Class 50 contains 19843 members 
Mstep: Class 51 contains 987 members 
Mstep: Class 52 contains 2480 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2251 members 
Mstep: Class 55 contains 13191 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14014 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6713 members 
Mstep: Class 62 contains 19033 members 
Mstep: Class 63 contains 1723 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14643 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2281 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8704 members 
Mstep: Class 70 contains 779 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20385 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19762 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16395 members 
Mstep: Class 77 contains 11895 members 
Mstep: Class 78 contains 3789 members 
Mstep: Class 79 contains 993 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4166 members 
Mstep: Class 82 contains 1642 members 
Mstep: Class 83 contains 12129 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933456.000000 Penalty: 183801.937500
Iteration 161Q: 86 clusters Score -8.593346e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 14382 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10577 members 
Mstep: Class 5 contains 14414 members 
Mstep: Class 6 contains 6675 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 8 contains 31449 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6087 members 
Mstep: Class 12 contains 8379 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 26751 members 
Mstep: Class 18 contains 1398 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14287 members 
Mstep: Class 21 contains 4547 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3848 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10971 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9512 members 
Mstep: Class 29 contains 15164 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3043 members 
Mstep: Class 32 contains 2796 members 
Mstep: Class 33 contains 14669 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7111 members 
Mstep: Class 37 contains 9742 members 
Mstep: Class 38 contains 20405 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28926 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5007 members 
Mstep: Class 45 contains 14161 members 
Mstep: Class 46 contains 13871 members 
Mstep: Class 47 contains 3703 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6054 members 
Mstep: Class 50 contains 19874 members 
Mstep: Class 51 contains 987 members 
Mstep: Class 52 contains 2480 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2251 members 
Mstep: Class 55 contains 13197 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6713 members 
Mstep: Class 62 contains 19023 members 
Mstep: Class 63 contains 1722 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14610 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2280 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8708 members 
Mstep: Class 70 contains 779 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20394 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19763 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16383 members 
Mstep: Class 77 contains 11890 members 
Mstep: Class 78 contains 3788 members 
Mstep: Class 79 contains 993 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4166 members 
Mstep: Class 82 contains 1643 members 
Mstep: Class 83 contains 12092 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933424.000000 Penalty: 183801.937500
Iteration 162Q: 86 clusters Score -8.593342e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 14379 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10575 members 
Mstep: Class 5 contains 14419 members 
Mstep: Class 6 contains 6676 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 31452 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6087 members 
Mstep: Class 12 contains 8370 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26810 members 
Mstep: Class 18 contains 1399 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14285 members 
Mstep: Class 21 contains 4556 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3848 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10969 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9508 members 
Mstep: Class 29 contains 15165 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3041 members 
Mstep: Class 32 contains 2798 members 
Mstep: Class 33 contains 14654 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7101 members 
Mstep: Class 37 contains 9742 members 
Mstep: Class 38 contains 20404 members 
Mstep: Class 39 contains 1972 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28926 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5004 members 
Mstep: Class 45 contains 14186 members 
Mstep: Class 46 contains 13879 members 
Mstep: Class 47 contains 3702 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 19900 members 
Mstep: Class 51 contains 987 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2251 members 
Mstep: Class 55 contains 13200 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6713 members 
Mstep: Class 62 contains 19018 members 
Mstep: Class 63 contains 1722 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14579 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8710 members 
Mstep: Class 70 contains 779 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20392 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19760 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16367 members 
Mstep: Class 77 contains 11885 members 
Mstep: Class 78 contains 3788 members 
Mstep: Class 79 contains 993 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4166 members 
Mstep: Class 82 contains 1644 members 
Mstep: Class 83 contains 12061 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933536.000000 Penalty: 183801.937500
Iteration 163Q: 86 clusters Score -8.593354e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 14377 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10573 members 
Mstep: Class 5 contains 14418 members 
Mstep: Class 6 contains 6678 members 
Mstep: Class 7 contains 784 members 
Mstep: Class 8 contains 31457 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6087 members 
Mstep: Class 12 contains 8354 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26865 members 
Mstep: Class 18 contains 1399 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14281 members 
Mstep: Class 21 contains 4567 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3848 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10964 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9504 members 
Mstep: Class 29 contains 15174 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3039 members 
Mstep: Class 32 contains 2797 members 
Mstep: Class 33 contains 14632 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7096 members 
Mstep: Class 37 contains 9737 members 
Mstep: Class 38 contains 20403 members 
Mstep: Class 39 contains 1973 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28926 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5002 members 
Mstep: Class 45 contains 14214 members 
Mstep: Class 46 contains 13884 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 19921 members 
Mstep: Class 51 contains 986 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2251 members 
Mstep: Class 55 contains 13203 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6712 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1721 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14553 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2280 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8714 members 
Mstep: Class 70 contains 779 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20389 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19759 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16348 members 
Mstep: Class 77 contains 11890 members 
Mstep: Class 78 contains 3789 members 
Mstep: Class 79 contains 993 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4165 members 
Mstep: Class 82 contains 1645 members 
Mstep: Class 83 contains 12040 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933512.000000 Penalty: 183801.937500
Iteration 164Q: 86 clusters Score -8.593351e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10572 members 
Mstep: Class 5 contains 14417 members 
Mstep: Class 6 contains 6679 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 31463 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6087 members 
Mstep: Class 12 contains 8347 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26916 members 
Mstep: Class 18 contains 1399 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14281 members 
Mstep: Class 21 contains 4583 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10959 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9505 members 
Mstep: Class 29 contains 15178 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3037 members 
Mstep: Class 32 contains 2796 members 
Mstep: Class 33 contains 14613 members 
Mstep: Class 34 contains 1296 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7090 members 
Mstep: Class 37 contains 9733 members 
Mstep: Class 38 contains 20407 members 
Mstep: Class 39 contains 1974 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28926 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 5000 members 
Mstep: Class 45 contains 14242 members 
Mstep: Class 46 contains 13895 members 
Mstep: Class 47 contains 3702 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 19938 members 
Mstep: Class 51 contains 984 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2251 members 
Mstep: Class 55 contains 13204 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 862 members 
Mstep: Class 61 contains 6713 members 
Mstep: Class 62 contains 18997 members 
Mstep: Class 63 contains 1721 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14533 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2281 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8718 members 
Mstep: Class 70 contains 779 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20380 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19753 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16321 members 
Mstep: Class 77 contains 11886 members 
Mstep: Class 78 contains 3790 members 
Mstep: Class 79 contains 993 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4162 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12018 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933488.000000 Penalty: 183801.937500
Iteration 165Q: 86 clusters Score -8.593349e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10569 members 
Mstep: Class 5 contains 14419 members 
Mstep: Class 6 contains 6679 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 31465 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6085 members 
Mstep: Class 12 contains 8342 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26951 members 
Mstep: Class 18 contains 1397 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14279 members 
Mstep: Class 21 contains 4602 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10955 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9501 members 
Mstep: Class 29 contains 15179 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3036 members 
Mstep: Class 32 contains 2797 members 
Mstep: Class 33 contains 14598 members 
Mstep: Class 34 contains 1295 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7084 members 
Mstep: Class 37 contains 9730 members 
Mstep: Class 38 contains 20408 members 
Mstep: Class 39 contains 1975 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28926 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4998 members 
Mstep: Class 45 contains 14266 members 
Mstep: Class 46 contains 13910 members 
Mstep: Class 47 contains 3703 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 19947 members 
Mstep: Class 51 contains 985 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2249 members 
Mstep: Class 55 contains 13206 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6714 members 
Mstep: Class 62 contains 18992 members 
Mstep: Class 63 contains 1722 members 
Mstep: Class 64 contains 4451 members 
Mstep: Class 65 contains 14517 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8720 members 
Mstep: Class 70 contains 780 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20371 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19746 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16296 members 
Mstep: Class 77 contains 11883 members 
Mstep: Class 78 contains 3791 members 
Mstep: Class 79 contains 993 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4159 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12011 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933368.000000 Penalty: 183801.937500
Iteration 166Q: 86 clusters Score -8.593337e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10567 members 
Mstep: Class 5 contains 14422 members 
Mstep: Class 6 contains 6680 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 31468 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 8338 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26992 members 
Mstep: Class 18 contains 1396 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14273 members 
Mstep: Class 21 contains 4623 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10951 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9499 members 
Mstep: Class 29 contains 15172 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2798 members 
Mstep: Class 33 contains 14573 members 
Mstep: Class 34 contains 1294 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7079 members 
Mstep: Class 37 contains 9721 members 
Mstep: Class 38 contains 20410 members 
Mstep: Class 39 contains 1975 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28926 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4999 members 
Mstep: Class 45 contains 14278 members 
Mstep: Class 46 contains 13927 members 
Mstep: Class 47 contains 3704 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 19964 members 
Mstep: Class 51 contains 986 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2242 members 
Mstep: Class 55 contains 13207 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6714 members 
Mstep: Class 62 contains 18984 members 
Mstep: Class 63 contains 1722 members 
Mstep: Class 64 contains 4453 members 
Mstep: Class 65 contains 14501 members 
Mstep: Class 66 contains 1554 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8727 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20370 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19748 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16276 members 
Mstep: Class 77 contains 11881 members 
Mstep: Class 78 contains 3791 members 
Mstep: Class 79 contains 993 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4159 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 11996 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933368.000000 Penalty: 183801.937500
Iteration 167Q: 86 clusters Score -8.593337e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10564 members 
Mstep: Class 5 contains 14423 members 
Mstep: Class 6 contains 6680 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 31472 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 8339 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 27020 members 
Mstep: Class 18 contains 1395 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14273 members 
Mstep: Class 21 contains 4636 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10945 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9499 members 
Mstep: Class 29 contains 15155 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2798 members 
Mstep: Class 33 contains 14549 members 
Mstep: Class 34 contains 1294 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7076 members 
Mstep: Class 37 contains 9718 members 
Mstep: Class 38 contains 20407 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28928 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4998 members 
Mstep: Class 45 contains 14286 members 
Mstep: Class 46 contains 13947 members 
Mstep: Class 47 contains 3702 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 19972 members 
Mstep: Class 51 contains 987 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2241 members 
Mstep: Class 55 contains 13209 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6713 members 
Mstep: Class 62 contains 18979 members 
Mstep: Class 63 contains 1722 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14483 members 
Mstep: Class 66 contains 1554 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8732 members 
Mstep: Class 70 contains 783 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20374 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19745 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16266 members 
Mstep: Class 77 contains 11881 members 
Mstep: Class 78 contains 3790 members 
Mstep: Class 79 contains 993 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4158 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12000 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933328.000000 Penalty: 183801.937500
Iteration 168Q: 86 clusters Score -8.593333e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10560 members 
Mstep: Class 5 contains 14428 members 
Mstep: Class 6 contains 6680 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 31472 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 8336 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 27040 members 
Mstep: Class 18 contains 1394 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14264 members 
Mstep: Class 21 contains 4657 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9497 members 
Mstep: Class 29 contains 15150 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2798 members 
Mstep: Class 33 contains 14530 members 
Mstep: Class 34 contains 1294 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7069 members 
Mstep: Class 37 contains 9710 members 
Mstep: Class 38 contains 20404 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28935 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4999 members 
Mstep: Class 45 contains 14306 members 
Mstep: Class 46 contains 13961 members 
Mstep: Class 47 contains 3702 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 19993 members 
Mstep: Class 51 contains 987 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2239 members 
Mstep: Class 55 contains 13213 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6712 members 
Mstep: Class 62 contains 18975 members 
Mstep: Class 63 contains 1723 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14467 members 
Mstep: Class 66 contains 1554 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8738 members 
Mstep: Class 70 contains 783 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20369 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19742 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16250 members 
Mstep: Class 77 contains 11885 members 
Mstep: Class 78 contains 3789 members 
Mstep: Class 79 contains 993 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4157 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12001 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933208.000000 Penalty: 183801.937500
Iteration 169Q: 86 clusters Score -8.593321e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10558 members 
Mstep: Class 5 contains 14431 members 
Mstep: Class 6 contains 6679 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31466 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 8333 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 27043 members 
Mstep: Class 18 contains 1394 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14259 members 
Mstep: Class 21 contains 4678 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9495 members 
Mstep: Class 29 contains 15140 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2798 members 
Mstep: Class 33 contains 14515 members 
Mstep: Class 34 contains 1294 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7065 members 
Mstep: Class 37 contains 9694 members 
Mstep: Class 38 contains 20402 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28943 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4996 members 
Mstep: Class 45 contains 14332 members 
Mstep: Class 46 contains 13978 members 
Mstep: Class 47 contains 3703 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20026 members 
Mstep: Class 51 contains 987 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2238 members 
Mstep: Class 55 contains 13216 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14014 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6711 members 
Mstep: Class 62 contains 18975 members 
Mstep: Class 63 contains 1723 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14445 members 
Mstep: Class 66 contains 1554 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8738 members 
Mstep: Class 70 contains 783 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20367 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19740 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16241 members 
Mstep: Class 77 contains 11888 members 
Mstep: Class 78 contains 3789 members 
Mstep: Class 79 contains 993 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4155 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12002 members 
Mstep: Class 84 contains 3725 members 
Mstep: Class 85 contains 19199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933176.000000 Penalty: 183801.937500
Iteration 170Q: 86 clusters Score -8.593318e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10551 members 
Mstep: Class 5 contains 14431 members 
Mstep: Class 6 contains 6679 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31458 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 8330 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 27062 members 
Mstep: Class 18 contains 1393 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14255 members 
Mstep: Class 21 contains 4699 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9489 members 
Mstep: Class 29 contains 15133 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2798 members 
Mstep: Class 33 contains 14499 members 
Mstep: Class 34 contains 1294 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7060 members 
Mstep: Class 37 contains 9691 members 
Mstep: Class 38 contains 20404 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28949 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4996 members 
Mstep: Class 45 contains 14358 members 
Mstep: Class 46 contains 14003 members 
Mstep: Class 47 contains 3702 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20054 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2237 members 
Mstep: Class 55 contains 13217 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14015 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6711 members 
Mstep: Class 62 contains 18979 members 
Mstep: Class 63 contains 1723 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14409 members 
Mstep: Class 66 contains 1554 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8739 members 
Mstep: Class 70 contains 783 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20370 members 
Mstep: Class 73 contains 3329 members 
Mstep: Class 74 contains 19737 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16227 members 
Mstep: Class 77 contains 11890 members 
Mstep: Class 78 contains 3792 members 
Mstep: Class 79 contains 993 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4152 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12002 members 
Mstep: Class 84 contains 3725 members 
Mstep: Class 85 contains 19191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933112.000000 Penalty: 183801.937500
Iteration 171Q: 86 clusters Score -8.593311e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10547 members 
Mstep: Class 5 contains 14432 members 
Mstep: Class 6 contains 6680 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31455 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 8334 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 27091 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14251 members 
Mstep: Class 21 contains 4726 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9488 members 
Mstep: Class 29 contains 15115 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2798 members 
Mstep: Class 33 contains 14486 members 
Mstep: Class 34 contains 1294 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7054 members 
Mstep: Class 37 contains 9683 members 
Mstep: Class 38 contains 20408 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28953 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4994 members 
Mstep: Class 45 contains 14377 members 
Mstep: Class 46 contains 14031 members 
Mstep: Class 47 contains 3705 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20074 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2235 members 
Mstep: Class 55 contains 13215 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6711 members 
Mstep: Class 62 contains 18985 members 
Mstep: Class 63 contains 1723 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14383 members 
Mstep: Class 66 contains 1554 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8740 members 
Mstep: Class 70 contains 783 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20376 members 
Mstep: Class 73 contains 3329 members 
Mstep: Class 74 contains 19731 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16214 members 
Mstep: Class 77 contains 11891 members 
Mstep: Class 78 contains 3790 members 
Mstep: Class 79 contains 993 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4152 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 11983 members 
Mstep: Class 84 contains 3725 members 
Mstep: Class 85 contains 19188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933120.000000 Penalty: 183801.937500
Iteration 172Q: 86 clusters Score -8.593312e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10540 members 
Mstep: Class 5 contains 14436 members 
Mstep: Class 6 contains 6681 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31452 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6083 members 
Mstep: Class 12 contains 8328 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 27118 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14244 members 
Mstep: Class 21 contains 4755 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10936 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9488 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2798 members 
Mstep: Class 33 contains 14466 members 
Mstep: Class 34 contains 1295 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7050 members 
Mstep: Class 37 contains 9669 members 
Mstep: Class 38 contains 20407 members 
Mstep: Class 39 contains 1978 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28956 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14402 members 
Mstep: Class 46 contains 14057 members 
Mstep: Class 47 contains 3704 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20094 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2236 members 
Mstep: Class 55 contains 13215 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6712 members 
Mstep: Class 62 contains 18988 members 
Mstep: Class 63 contains 1724 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14362 members 
Mstep: Class 66 contains 1554 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8742 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20372 members 
Mstep: Class 73 contains 3329 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16216 members 
Mstep: Class 77 contains 11894 members 
Mstep: Class 78 contains 3787 members 
Mstep: Class 79 contains 994 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4150 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 11974 members 
Mstep: Class 84 contains 3725 members 
Mstep: Class 85 contains 19180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933136.000000 Penalty: 183801.937500
Iteration 173Q: 86 clusters Score -8.593314e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10530 members 
Mstep: Class 5 contains 14435 members 
Mstep: Class 6 contains 6681 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31452 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6083 members 
Mstep: Class 12 contains 8321 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 27136 members 
Mstep: Class 18 contains 1393 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14240 members 
Mstep: Class 21 contains 4786 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10934 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9485 members 
Mstep: Class 29 contains 15062 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2798 members 
Mstep: Class 33 contains 14449 members 
Mstep: Class 34 contains 1295 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7047 members 
Mstep: Class 37 contains 9653 members 
Mstep: Class 38 contains 20405 members 
Mstep: Class 39 contains 1979 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28960 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14429 members 
Mstep: Class 46 contains 14085 members 
Mstep: Class 47 contains 3703 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20110 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2231 members 
Mstep: Class 55 contains 13215 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6711 members 
Mstep: Class 62 contains 18987 members 
Mstep: Class 63 contains 1724 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14343 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8742 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20369 members 
Mstep: Class 73 contains 3329 members 
Mstep: Class 74 contains 19724 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16222 members 
Mstep: Class 77 contains 11902 members 
Mstep: Class 78 contains 3786 members 
Mstep: Class 79 contains 994 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4146 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 11979 members 
Mstep: Class 84 contains 3725 members 
Mstep: Class 85 contains 19180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933088.000000 Penalty: 183801.937500
Iteration 174Q: 86 clusters Score -8.593309e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10524 members 
Mstep: Class 5 contains 14434 members 
Mstep: Class 6 contains 6681 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31448 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6083 members 
Mstep: Class 12 contains 8318 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 27165 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14227 members 
Mstep: Class 21 contains 4806 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9485 members 
Mstep: Class 29 contains 15043 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2798 members 
Mstep: Class 33 contains 14434 members 
Mstep: Class 34 contains 1296 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7041 members 
Mstep: Class 37 contains 9639 members 
Mstep: Class 38 contains 20403 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28965 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4988 members 
Mstep: Class 45 contains 14452 members 
Mstep: Class 46 contains 14107 members 
Mstep: Class 47 contains 3704 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20129 members 
Mstep: Class 51 contains 993 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2229 members 
Mstep: Class 55 contains 13215 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6711 members 
Mstep: Class 62 contains 18991 members 
Mstep: Class 63 contains 1724 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14327 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8742 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20365 members 
Mstep: Class 73 contains 3329 members 
Mstep: Class 74 contains 19722 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16226 members 
Mstep: Class 77 contains 11918 members 
Mstep: Class 78 contains 3785 members 
Mstep: Class 79 contains 994 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4144 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 11963 members 
Mstep: Class 84 contains 3725 members 
Mstep: Class 85 contains 19170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933080.000000 Penalty: 183801.937500
Iteration 175Q: 86 clusters Score -8.593308e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10515 members 
Mstep: Class 5 contains 14434 members 
Mstep: Class 6 contains 6681 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31444 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6083 members 
Mstep: Class 12 contains 8314 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 27191 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14217 members 
Mstep: Class 21 contains 4823 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9484 members 
Mstep: Class 29 contains 15029 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14416 members 
Mstep: Class 34 contains 1296 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7039 members 
Mstep: Class 37 contains 9634 members 
Mstep: Class 38 contains 20407 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28967 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4987 members 
Mstep: Class 45 contains 14472 members 
Mstep: Class 46 contains 14127 members 
Mstep: Class 47 contains 3704 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20138 members 
Mstep: Class 51 contains 993 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2231 members 
Mstep: Class 55 contains 13216 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14019 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6710 members 
Mstep: Class 62 contains 18997 members 
Mstep: Class 63 contains 1724 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14308 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8743 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20368 members 
Mstep: Class 73 contains 3329 members 
Mstep: Class 74 contains 19718 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16226 members 
Mstep: Class 77 contains 11924 members 
Mstep: Class 78 contains 3785 members 
Mstep: Class 79 contains 994 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4141 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 11961 members 
Mstep: Class 84 contains 3725 members 
Mstep: Class 85 contains 19160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933072.000000 Penalty: 183801.937500
Iteration 176Q: 86 clusters Score -8.593307e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10509 members 
Mstep: Class 5 contains 14434 members 
Mstep: Class 6 contains 6681 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31438 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6082 members 
Mstep: Class 12 contains 8310 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 27199 members 
Mstep: Class 18 contains 1391 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14216 members 
Mstep: Class 21 contains 4827 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9484 members 
Mstep: Class 29 contains 15023 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14404 members 
Mstep: Class 34 contains 1296 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7033 members 
Mstep: Class 37 contains 9634 members 
Mstep: Class 38 contains 20404 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4987 members 
Mstep: Class 45 contains 14490 members 
Mstep: Class 46 contains 14144 members 
Mstep: Class 47 contains 3704 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20163 members 
Mstep: Class 51 contains 993 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2230 members 
Mstep: Class 55 contains 13217 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14019 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6710 members 
Mstep: Class 62 contains 19004 members 
Mstep: Class 63 contains 1724 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14288 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8743 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20367 members 
Mstep: Class 73 contains 3329 members 
Mstep: Class 74 contains 19721 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16221 members 
Mstep: Class 77 contains 11927 members 
Mstep: Class 78 contains 3784 members 
Mstep: Class 79 contains 994 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4139 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 11962 members 
Mstep: Class 84 contains 3725 members 
Mstep: Class 85 contains 19149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932944.000000 Penalty: 183801.937500
Iteration 177Q: 86 clusters Score -8.593294e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10505 members 
Mstep: Class 5 contains 14435 members 
Mstep: Class 6 contains 6681 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31428 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6082 members 
Mstep: Class 12 contains 8304 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 27200 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14217 members 
Mstep: Class 21 contains 4834 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9482 members 
Mstep: Class 29 contains 15012 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14398 members 
Mstep: Class 34 contains 1296 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7026 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 20402 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28983 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4987 members 
Mstep: Class 45 contains 14513 members 
Mstep: Class 46 contains 14156 members 
Mstep: Class 47 contains 3702 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20172 members 
Mstep: Class 51 contains 993 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2230 members 
Mstep: Class 55 contains 13219 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14019 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6709 members 
Mstep: Class 62 contains 19008 members 
Mstep: Class 63 contains 1724 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14269 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8744 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20371 members 
Mstep: Class 73 contains 3329 members 
Mstep: Class 74 contains 19718 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16224 members 
Mstep: Class 77 contains 11926 members 
Mstep: Class 78 contains 3784 members 
Mstep: Class 79 contains 994 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4137 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 11972 members 
Mstep: Class 84 contains 3725 members 
Mstep: Class 85 contains 19141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933008.000000 Penalty: 183801.937500
Iteration 178Q: 86 clusters Score -8.593301e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10502 members 
Mstep: Class 5 contains 14438 members 
Mstep: Class 6 contains 6682 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31427 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6082 members 
Mstep: Class 12 contains 8301 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 27186 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14213 members 
Mstep: Class 21 contains 4841 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10934 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9479 members 
Mstep: Class 29 contains 14993 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14389 members 
Mstep: Class 34 contains 1296 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7020 members 
Mstep: Class 37 contains 9638 members 
Mstep: Class 38 contains 20400 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28987 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4987 members 
Mstep: Class 45 contains 14523 members 
Mstep: Class 46 contains 14166 members 
Mstep: Class 47 contains 3702 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20182 members 
Mstep: Class 51 contains 993 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2229 members 
Mstep: Class 55 contains 13222 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6707 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1724 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14254 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8745 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20380 members 
Mstep: Class 73 contains 3329 members 
Mstep: Class 74 contains 19714 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16229 members 
Mstep: Class 77 contains 11928 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 994 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4137 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 11995 members 
Mstep: Class 84 contains 3725 members 
Mstep: Class 85 contains 19142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932976.000000 Penalty: 183801.937500
Iteration 179Q: 86 clusters Score -8.593298e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10501 members 
Mstep: Class 5 contains 14440 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31418 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6082 members 
Mstep: Class 12 contains 8296 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 27170 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14211 members 
Mstep: Class 21 contains 4848 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10934 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9476 members 
Mstep: Class 29 contains 14974 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14377 members 
Mstep: Class 34 contains 1296 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7014 members 
Mstep: Class 37 contains 9636 members 
Mstep: Class 38 contains 20398 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28995 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4986 members 
Mstep: Class 45 contains 14537 members 
Mstep: Class 46 contains 14175 members 
Mstep: Class 47 contains 3702 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20203 members 
Mstep: Class 51 contains 993 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2228 members 
Mstep: Class 55 contains 13222 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6708 members 
Mstep: Class 62 contains 19013 members 
Mstep: Class 63 contains 1724 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14233 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8745 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20383 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19711 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16237 members 
Mstep: Class 77 contains 11929 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 994 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4137 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12021 members 
Mstep: Class 84 contains 3725 members 
Mstep: Class 85 contains 19141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932936.000000 Penalty: 183801.937500
Iteration 180F: 86 clusters Score -8.593294e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10501 members 
Mstep: Class 5 contains 14441 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31412 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6082 members 
Mstep: Class 12 contains 8295 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 27152 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14210 members 
Mstep: Class 21 contains 4852 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9473 members 
Mstep: Class 29 contains 14951 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14364 members 
Mstep: Class 34 contains 1296 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7011 members 
Mstep: Class 37 contains 9637 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 29001 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4985 members 
Mstep: Class 45 contains 14550 members 
Mstep: Class 46 contains 14182 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20212 members 
Mstep: Class 51 contains 993 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13223 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6708 members 
Mstep: Class 62 contains 19014 members 
Mstep: Class 63 contains 1724 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14219 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8745 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20394 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19710 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16249 members 
Mstep: Class 77 contains 11927 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4137 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12047 members 
Mstep: Class 84 contains 3725 members 
Mstep: Class 85 contains 19143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932928.000000 Penalty: 183801.937500
Iteration 181Q: 86 clusters Score -8.593293e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10501 members 
Mstep: Class 5 contains 14443 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31406 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6082 members 
Mstep: Class 12 contains 8294 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 27137 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14208 members 
Mstep: Class 21 contains 4856 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9473 members 
Mstep: Class 29 contains 14929 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14351 members 
Mstep: Class 34 contains 1296 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7007 members 
Mstep: Class 37 contains 9634 members 
Mstep: Class 38 contains 20401 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 29008 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4985 members 
Mstep: Class 45 contains 14556 members 
Mstep: Class 46 contains 14191 members 
Mstep: Class 47 contains 3704 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20226 members 
Mstep: Class 51 contains 993 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2226 members 
Mstep: Class 55 contains 13222 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14019 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6708 members 
Mstep: Class 62 contains 19014 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14208 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8746 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20406 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19707 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16256 members 
Mstep: Class 77 contains 11926 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4136 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12063 members 
Mstep: Class 84 contains 3725 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932896.000000 Penalty: 183801.937500
Iteration 182Q: 86 clusters Score -8.59329e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10499 members 
Mstep: Class 5 contains 14444 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31407 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6082 members 
Mstep: Class 12 contains 8294 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 27124 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14205 members 
Mstep: Class 21 contains 4862 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9473 members 
Mstep: Class 29 contains 14909 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14335 members 
Mstep: Class 34 contains 1296 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 7003 members 
Mstep: Class 37 contains 9632 members 
Mstep: Class 38 contains 20402 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 29006 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4985 members 
Mstep: Class 45 contains 14565 members 
Mstep: Class 46 contains 14202 members 
Mstep: Class 47 contains 3704 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20234 members 
Mstep: Class 51 contains 993 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13222 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14020 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6707 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14203 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8747 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20415 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19705 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16265 members 
Mstep: Class 77 contains 11928 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4133 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12081 members 
Mstep: Class 84 contains 3725 members 
Mstep: Class 85 contains 19152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932800.000000 Penalty: 183801.937500
Iteration 183Q: 86 clusters Score -8.59328e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10498 members 
Mstep: Class 5 contains 14443 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31415 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6082 members 
Mstep: Class 12 contains 8292 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 27094 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14202 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9473 members 
Mstep: Class 29 contains 14892 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14325 members 
Mstep: Class 34 contains 1296 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 6997 members 
Mstep: Class 37 contains 9628 members 
Mstep: Class 38 contains 20404 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28998 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4985 members 
Mstep: Class 45 contains 14582 members 
Mstep: Class 46 contains 14210 members 
Mstep: Class 47 contains 3703 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20254 members 
Mstep: Class 51 contains 993 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13219 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14020 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6706 members 
Mstep: Class 62 contains 19009 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14192 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8749 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20425 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19705 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16276 members 
Mstep: Class 77 contains 11933 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4129 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12102 members 
Mstep: Class 84 contains 3725 members 
Mstep: Class 85 contains 19153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932784.000000 Penalty: 183801.937500
Iteration 184Q: 86 clusters Score -8.593278e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10497 members 
Mstep: Class 5 contains 14439 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31423 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6082 members 
Mstep: Class 12 contains 8292 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 27055 members 
Mstep: Class 18 contains 1391 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14200 members 
Mstep: Class 21 contains 4874 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9474 members 
Mstep: Class 29 contains 14879 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14307 members 
Mstep: Class 34 contains 1296 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 6995 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 20407 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28990 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4985 members 
Mstep: Class 45 contains 14598 members 
Mstep: Class 46 contains 14212 members 
Mstep: Class 47 contains 3703 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20272 members 
Mstep: Class 51 contains 993 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13221 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14020 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6707 members 
Mstep: Class 62 contains 19009 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14183 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8749 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20433 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19702 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16287 members 
Mstep: Class 77 contains 11933 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4129 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12133 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932800.000000 Penalty: 183801.937500
Iteration 185Q: 86 clusters Score -8.59328e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10495 members 
Mstep: Class 5 contains 14437 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31427 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6082 members 
Mstep: Class 12 contains 8289 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 27038 members 
Mstep: Class 18 contains 1391 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14196 members 
Mstep: Class 21 contains 4880 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9474 members 
Mstep: Class 29 contains 14874 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14292 members 
Mstep: Class 34 contains 1296 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 6994 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 20407 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28986 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4987 members 
Mstep: Class 45 contains 14602 members 
Mstep: Class 46 contains 14215 members 
Mstep: Class 47 contains 3704 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20286 members 
Mstep: Class 51 contains 993 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13222 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14019 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6708 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14167 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8749 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20444 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19699 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16287 members 
Mstep: Class 77 contains 11936 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4129 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12161 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932848.000000 Penalty: 183801.937500
Iteration 186Q: 86 clusters Score -8.593285e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10496 members 
Mstep: Class 5 contains 14437 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31428 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6081 members 
Mstep: Class 12 contains 8292 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 27022 members 
Mstep: Class 18 contains 1391 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14191 members 
Mstep: Class 21 contains 4883 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1252 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9472 members 
Mstep: Class 29 contains 14863 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14278 members 
Mstep: Class 34 contains 1296 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 6993 members 
Mstep: Class 37 contains 9630 members 
Mstep: Class 38 contains 20408 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28984 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4988 members 
Mstep: Class 45 contains 14610 members 
Mstep: Class 46 contains 14220 members 
Mstep: Class 47 contains 3704 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20283 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13221 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14019 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6707 members 
Mstep: Class 62 contains 19013 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14151 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2282 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8749 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20452 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19698 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16290 members 
Mstep: Class 77 contains 11942 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4129 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12199 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932704.000000 Penalty: 183801.937500
Iteration 187Q: 86 clusters Score -8.59327e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10494 members 
Mstep: Class 5 contains 14437 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31427 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6081 members 
Mstep: Class 12 contains 8293 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 27011 members 
Mstep: Class 18 contains 1391 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14187 members 
Mstep: Class 21 contains 4887 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1253 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9472 members 
Mstep: Class 29 contains 14856 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14261 members 
Mstep: Class 34 contains 1297 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 6991 members 
Mstep: Class 37 contains 9630 members 
Mstep: Class 38 contains 20409 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28985 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4989 members 
Mstep: Class 45 contains 14614 members 
Mstep: Class 46 contains 14225 members 
Mstep: Class 47 contains 3705 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20285 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13221 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14019 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6709 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14132 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2281 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8750 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20461 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19696 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16289 members 
Mstep: Class 77 contains 11943 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4129 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12231 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932672.000000 Penalty: 183801.937500
Iteration 188Q: 86 clusters Score -8.593267e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10494 members 
Mstep: Class 5 contains 14438 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31426 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6081 members 
Mstep: Class 12 contains 8291 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26998 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14186 members 
Mstep: Class 21 contains 4892 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1254 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9469 members 
Mstep: Class 29 contains 14848 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14242 members 
Mstep: Class 34 contains 1298 members 
Mstep: Class 35 contains 1406 members 
Mstep: Class 36 contains 6989 members 
Mstep: Class 37 contains 9623 members 
Mstep: Class 38 contains 20409 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28986 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4988 members 
Mstep: Class 45 contains 14617 members 
Mstep: Class 46 contains 14230 members 
Mstep: Class 47 contains 3705 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20279 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13223 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14019 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6709 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14119 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2280 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8750 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20478 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19698 members 
Mstep: Class 75 contains 1157 members 
Mstep: Class 76 contains 16292 members 
Mstep: Class 77 contains 11944 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4129 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12264 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932800.000000 Penalty: 183801.937500
Iteration 189Q: 86 clusters Score -8.59328e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10493 members 
Mstep: Class 5 contains 14438 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31424 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6081 members 
Mstep: Class 12 contains 8290 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26983 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14183 members 
Mstep: Class 21 contains 4894 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1253 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 9470 members 
Mstep: Class 29 contains 14841 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14222 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6983 members 
Mstep: Class 37 contains 9620 members 
Mstep: Class 38 contains 20406 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28988 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4988 members 
Mstep: Class 45 contains 14625 members 
Mstep: Class 46 contains 14231 members 
Mstep: Class 47 contains 3705 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20284 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13224 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14019 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6711 members 
Mstep: Class 62 contains 19008 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14112 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8751 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20491 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19697 members 
Mstep: Class 75 contains 1158 members 
Mstep: Class 76 contains 16297 members 
Mstep: Class 77 contains 11946 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4129 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12290 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932760.000000 Penalty: 183801.937500
Iteration 190Q: 86 clusters Score -8.593276e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 14440 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31426 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6081 members 
Mstep: Class 12 contains 8292 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26973 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14184 members 
Mstep: Class 21 contains 4895 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1252 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9470 members 
Mstep: Class 29 contains 14832 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14204 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1408 members 
Mstep: Class 36 contains 6977 members 
Mstep: Class 37 contains 9620 members 
Mstep: Class 38 contains 20407 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28986 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4986 members 
Mstep: Class 45 contains 14629 members 
Mstep: Class 46 contains 14233 members 
Mstep: Class 47 contains 3705 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20296 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13225 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14019 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6709 members 
Mstep: Class 62 contains 19006 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14097 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8752 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20507 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1159 members 
Mstep: Class 76 contains 16301 members 
Mstep: Class 77 contains 11943 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4129 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12311 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932896.000000 Penalty: 183801.937500
Iteration 191Q: 86 clusters Score -8.59329e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 14442 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31428 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6081 members 
Mstep: Class 12 contains 8289 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26963 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14182 members 
Mstep: Class 21 contains 4896 members 
Mstep: Class 22 contains 1988 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9472 members 
Mstep: Class 29 contains 14821 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14186 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1408 members 
Mstep: Class 36 contains 6973 members 
Mstep: Class 37 contains 9623 members 
Mstep: Class 38 contains 20408 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28984 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4987 members 
Mstep: Class 45 contains 14639 members 
Mstep: Class 46 contains 14237 members 
Mstep: Class 47 contains 3705 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20305 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13225 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14019 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6708 members 
Mstep: Class 62 contains 19002 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14080 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8752 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20535 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1160 members 
Mstep: Class 76 contains 16307 members 
Mstep: Class 77 contains 11942 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4129 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12323 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932928.000000 Penalty: 183801.937500
Iteration 192Q: 86 clusters Score -8.593293e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 14445 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31428 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6081 members 
Mstep: Class 12 contains 8284 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26957 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14180 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1250 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9472 members 
Mstep: Class 29 contains 14816 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14175 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6965 members 
Mstep: Class 37 contains 9623 members 
Mstep: Class 38 contains 20411 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28984 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4988 members 
Mstep: Class 45 contains 14641 members 
Mstep: Class 46 contains 14243 members 
Mstep: Class 47 contains 3705 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20309 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13227 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14019 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6707 members 
Mstep: Class 62 contains 18998 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14071 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8752 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20558 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19690 members 
Mstep: Class 75 contains 1161 members 
Mstep: Class 76 contains 16304 members 
Mstep: Class 77 contains 11937 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4129 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12340 members 
Mstep: Class 84 contains 3724 members 
Mstep: Class 85 contains 19173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932744.000000 Penalty: 183801.937500
Iteration 193Q: 86 clusters Score -8.593274e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10491 members 
Mstep: Class 5 contains 14449 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31430 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6082 members 
Mstep: Class 12 contains 8286 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26936 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14172 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1248 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9471 members 
Mstep: Class 29 contains 14811 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14161 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6957 members 
Mstep: Class 37 contains 9621 members 
Mstep: Class 38 contains 20410 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28981 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4988 members 
Mstep: Class 45 contains 14654 members 
Mstep: Class 46 contains 14245 members 
Mstep: Class 47 contains 3705 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20299 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13226 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14020 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6707 members 
Mstep: Class 62 contains 18999 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14061 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8752 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20591 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19691 members 
Mstep: Class 75 contains 1163 members 
Mstep: Class 76 contains 16307 members 
Mstep: Class 77 contains 11939 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4128 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12367 members 
Mstep: Class 84 contains 3725 members 
Mstep: Class 85 contains 19173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932704.000000 Penalty: 183801.937500
Iteration 194Q: 86 clusters Score -8.59327e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10490 members 
Mstep: Class 5 contains 14456 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31432 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6082 members 
Mstep: Class 12 contains 8286 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26919 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14158 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1247 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9469 members 
Mstep: Class 29 contains 14806 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14142 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6947 members 
Mstep: Class 37 contains 9622 members 
Mstep: Class 38 contains 20413 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28979 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4989 members 
Mstep: Class 45 contains 14656 members 
Mstep: Class 46 contains 14249 members 
Mstep: Class 47 contains 3705 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20291 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13227 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14020 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6707 members 
Mstep: Class 62 contains 18999 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14050 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8753 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20628 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19690 members 
Mstep: Class 75 contains 1164 members 
Mstep: Class 76 contains 16311 members 
Mstep: Class 77 contains 11942 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4126 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12393 members 
Mstep: Class 84 contains 3725 members 
Mstep: Class 85 contains 19172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932736.000000 Penalty: 183801.937500
Iteration 195Q: 86 clusters Score -8.593274e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10490 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31433 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6081 members 
Mstep: Class 12 contains 8283 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26904 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14146 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1246 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9470 members 
Mstep: Class 29 contains 14802 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14126 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6938 members 
Mstep: Class 37 contains 9622 members 
Mstep: Class 38 contains 20415 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28976 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14654 members 
Mstep: Class 46 contains 14256 members 
Mstep: Class 47 contains 3704 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20292 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13227 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14020 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6708 members 
Mstep: Class 62 contains 19002 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14045 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8755 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20656 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19689 members 
Mstep: Class 75 contains 1166 members 
Mstep: Class 76 contains 16312 members 
Mstep: Class 77 contains 11943 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4124 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12413 members 
Mstep: Class 84 contains 3725 members 
Mstep: Class 85 contains 19167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932760.000000 Penalty: 183801.937500
Iteration 196Q: 86 clusters Score -8.593276e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 14473 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8283 members 
Mstep: Class 13 contains 4122 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26884 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14136 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1246 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9469 members 
Mstep: Class 29 contains 14798 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14104 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6930 members 
Mstep: Class 37 contains 9625 members 
Mstep: Class 38 contains 20417 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28974 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4992 members 
Mstep: Class 45 contains 14663 members 
Mstep: Class 46 contains 14261 members 
Mstep: Class 47 contains 3703 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20289 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13226 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14019 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6707 members 
Mstep: Class 62 contains 19008 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14038 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8755 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20694 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19690 members 
Mstep: Class 75 contains 1166 members 
Mstep: Class 76 contains 16314 members 
Mstep: Class 77 contains 11945 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4123 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12427 members 
Mstep: Class 84 contains 3725 members 
Mstep: Class 85 contains 19159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932648.000000 Penalty: 183801.937500
Iteration 197Q: 86 clusters Score -8.593265e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 14474 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31433 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8280 members 
Mstep: Class 13 contains 4120 members 
Mstep: Class 14 contains 1050 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26863 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14126 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9469 members 
Mstep: Class 29 contains 14792 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 14083 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6927 members 
Mstep: Class 37 contains 9627 members 
Mstep: Class 38 contains 20419 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28975 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14670 members 
Mstep: Class 46 contains 14263 members 
Mstep: Class 47 contains 3702 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20293 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13227 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6706 members 
Mstep: Class 62 contains 19013 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14030 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8756 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20724 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19692 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16317 members 
Mstep: Class 77 contains 11954 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4121 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12440 members 
Mstep: Class 84 contains 3726 members 
Mstep: Class 85 contains 19158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932704.000000 Penalty: 183801.937500
Iteration 198Q: 86 clusters Score -8.59327e+07 nChanged 195
Entering ConstructFrom: 
Score: -85932704.000000 Penalty: 183801.937500
Entering ConstructFrom: 
Trying to split cluster 1 (8985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Entering Unmasked Estep 
Score: -1333218.000000 Penalty: 1479.288086
	Iteration 0F: 2 clusters Score -1333218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1326762.750000 Penalty: 2958.576172
	Iteration 0F: 3 clusters Score -1326763 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1328892.750000 Penalty: 2958.576172
	Iteration 1F: 3 clusters Score -1328893 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1329211.125000 Penalty: 2958.576172
	Iteration 2F: 3 clusters Score -1329211 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1329479.750000 Penalty: 2958.576172
	Iteration 3F: 3 clusters Score -1329480 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1329662.375000 Penalty: 2958.576172
	Iteration 4Q: 3 clusters Score -1329662 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1329817.250000 Penalty: 2958.576172
	Iteration 5Q: 3 clusters Score -1329817 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1329950.375000 Penalty: 2958.576172
	Iteration 6Q: 3 clusters Score -1329950 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1330066.500000 Penalty: 2958.576172
	Iteration 7Q: 3 clusters Score -1330066 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1330184.625000 Penalty: 2958.576172
	Iteration 8Q: 3 clusters Score -1330185 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1330295.625000 Penalty: 2958.576172
	Iteration 9Q: 3 clusters Score -1330296 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1330402.375000 Penalty: 2958.576172
	Iteration 10Q: 3 clusters Score -1330402 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1330525.625000 Penalty: 2958.576172
	Iteration 11Q: 3 clusters Score -1330526 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1330655.750000 Penalty: 2958.576172
	Iteration 12Q: 3 clusters Score -1330656 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1330804.875000 Penalty: 2958.576172
	Iteration 13Q: 3 clusters Score -1330805 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1330953.000000 Penalty: 2958.576172
	Iteration 14Q: 3 clusters Score -1330953 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1331079.500000 Penalty: 2958.576172
	Iteration 15Q: 3 clusters Score -1331080 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1331213.750000 Penalty: 2958.576172
	Iteration 16Q: 3 clusters Score -1331214 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1331297.375000 Penalty: 2958.576172
	Iteration 17Q: 3 clusters Score -1331297 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1331369.000000 Penalty: 2958.576172
	Iteration 18Q: 3 clusters Score -1331369 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1331423.500000 Penalty: 2958.576172
	Iteration 19Q: 3 clusters Score -1331424 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1331468.375000 Penalty: 2958.576172
	Iteration 20F: 3 clusters Score -1331468 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1331511.750000 Penalty: 2958.576172
	Iteration 21Q: 3 clusters Score -1331512 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1331556.750000 Penalty: 2958.576172
	Iteration 22Q: 3 clusters Score -1331557 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1331584.000000 Penalty: 2958.576172
	Iteration 23Q: 3 clusters Score -1331584 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1331613.000000 Penalty: 2958.576172
	Iteration 24Q: 3 clusters Score -1331613 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1331634.250000 Penalty: 2958.576172
	Iteration 25Q: 3 clusters Score -1331634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1331648.625000 Penalty: 2958.576172
	Iteration 26Q: 3 clusters Score -1331649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1331661.125000 Penalty: 2958.576172
	Iteration 27Q: 3 clusters Score -1331661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1331671.375000 Penalty: 2958.576172
	Iteration 28Q: 3 clusters Score -1331671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1331679.250000 Penalty: 2958.576172
	Iteration 29Q: 3 clusters Score -1331679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1331689.250000 Penalty: 2958.576172
	Iteration 30Q: 3 clusters Score -1331689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1331703.625000 Penalty: 2958.576172
	Iteration 31Q: 3 clusters Score -1331704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1331711.750000 Penalty: 2958.576172
	Iteration 32Q: 3 clusters Score -1331712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1331721.875000 Penalty: 2958.576172
	Iteration 33Q: 3 clusters Score -1331722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1331728.375000 Penalty: 2958.576172
	Iteration 34Q: 3 clusters Score -1331728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1331736.500000 Penalty: 2958.576172
	Iteration 35Q: 3 clusters Score -1331736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1331745.500000 Penalty: 2958.576172
	Iteration 36Q: 3 clusters Score -1331746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1331752.250000 Penalty: 2958.576172
	Iteration 37Q: 3 clusters Score -1331752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1331761.625000 Penalty: 2958.576172
	Iteration 38Q: 3 clusters Score -1331762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1331772.750000 Penalty: 2958.576172
	Iteration 39Q: 3 clusters Score -1331773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1331783.750000 Penalty: 2958.576172
	Iteration 40F: 3 clusters Score -1331784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1331793.500000 Penalty: 2958.576172
	Iteration 41Q: 3 clusters Score -1331794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1331805.500000 Penalty: 2958.576172
	Iteration 42Q: 3 clusters Score -1331806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1331809.875000 Penalty: 2958.576172
	Iteration 43Q: 3 clusters Score -1331810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1331818.500000 Penalty: 2958.576172
	Iteration 44Q: 3 clusters Score -1331818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1331821.250000 Penalty: 2958.576172
	Iteration 45Q: 3 clusters Score -1331821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1331826.125000 Penalty: 2958.576172
	Iteration 46Q: 3 clusters Score -1331826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1331833.125000 Penalty: 2958.576172
	Iteration 47Q: 3 clusters Score -1331833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1331834.125000 Penalty: 2958.576172
	Iteration 48Q: 3 clusters Score -1331834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1331837.375000 Penalty: 2958.576172
	Iteration 49Q: 3 clusters Score -1331837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1331840.750000 Penalty: 2958.576172
	Iteration 50Q: 3 clusters Score -1331841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1331842.750000 Penalty: 2958.576172
	Iteration 51Q: 3 clusters Score -1331843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1331843.000000 Penalty: 2958.576172
	Iteration 52Q: 3 clusters Score -1331843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1331843.125000 Penalty: 2958.576172
	Iteration 53Q: 3 clusters Score -1331843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1331845.375000 Penalty: 2958.576172
	Iteration 54Q: 3 clusters Score -1331845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1331848.500000 Penalty: 2958.576172
	Iteration 55Q: 3 clusters Score -1331848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1331849.750000 Penalty: 2958.576172
	Iteration 56Q: 3 clusters Score -1331850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1331848.750000 Penalty: 2958.576172
	Iteration 57Q: 3 clusters Score -1331849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1331851.625000 Penalty: 2958.576172
	Iteration 58Q: 3 clusters Score -1331852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1331852.000000 Penalty: 2958.576172
	Iteration 59Q: 3 clusters Score -1331852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1331853.000000 Penalty: 2958.576172
	Iteration 60F: 3 clusters Score -1331853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1331852.625000 Penalty: 2958.576172
	Iteration 61Q: 3 clusters Score -1331853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1331851.500000 Penalty: 2958.576172
	Iteration 62Q: 3 clusters Score -1331852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1331854.250000 Penalty: 2958.576172
	Iteration 63Q: 3 clusters Score -1331854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1331855.125000 Penalty: 2958.576172
	Iteration 64Q: 3 clusters Score -1331855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1331855.125000 Penalty: 2958.576172
	Iteration 65F: 3 clusters Score -1331855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Entering Unmasked Estep 
Score: -1620836.875000 Penalty: 1555.652466
	Iteration 0F: 2 clusters Score -1620837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1610868.625000 Penalty: 3111.304932
	Iteration 0F: 3 clusters Score -1610869 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1614672.750000 Penalty: 3111.304932
	Iteration 1F: 3 clusters Score -1614673 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1615423.125000 Penalty: 3111.304932
	Iteration 2F: 3 clusters Score -1615423 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1616121.875000 Penalty: 3111.304932
	Iteration 3F: 3 clusters Score -1616122 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1616714.625000 Penalty: 3111.304932
	Iteration 4F: 3 clusters Score -1616715 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1617205.875000 Penalty: 3111.304932
	Iteration 5F: 3 clusters Score -1617206 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1617660.000000 Penalty: 3111.304932
	Iteration 6F: 3 clusters Score -1617660 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1618120.125000 Penalty: 3111.304932
	Iteration 7Q: 3 clusters Score -1618120 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1618599.625000 Penalty: 3111.304932
	Iteration 8Q: 3 clusters Score -1618600 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1619088.375000 Penalty: 3111.304932
	Iteration 9Q: 3 clusters Score -1619088 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1619436.625000 Penalty: 3111.304932
	Iteration 10Q: 3 clusters Score -1619437 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1619646.875000 Penalty: 3111.304932
	Iteration 11Q: 3 clusters Score -1619647 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1619768.250000 Penalty: 3111.304932
	Iteration 12Q: 3 clusters Score -1619768 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1619855.250000 Penalty: 3111.304932
	Iteration 13Q: 3 clusters Score -1619855 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1619921.875000 Penalty: 3111.304932
	Iteration 14Q: 3 clusters Score -1619922 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1619963.000000 Penalty: 3111.304932
	Iteration 15Q: 3 clusters Score -1619963 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1619995.625000 Penalty: 3111.304932
	Iteration 16Q: 3 clusters Score -1619996 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1620032.750000 Penalty: 3111.304932
	Iteration 17Q: 3 clusters Score -1620033 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1620076.000000 Penalty: 3111.304932
	Iteration 18Q: 3 clusters Score -1620076 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1620107.750000 Penalty: 3111.304932
	Iteration 19Q: 3 clusters Score -1620108 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1620119.625000 Penalty: 3111.304932
	Iteration 20F: 3 clusters Score -1620120 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1620140.500000 Penalty: 3111.304932
	Iteration 21Q: 3 clusters Score -1620140 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1620151.250000 Penalty: 3111.304932
	Iteration 22Q: 3 clusters Score -1620151 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1620167.500000 Penalty: 3111.304932
	Iteration 23Q: 3 clusters Score -1620168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1620182.750000 Penalty: 3111.304932
	Iteration 24Q: 3 clusters Score -1620183 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1620192.500000 Penalty: 3111.304932
	Iteration 25Q: 3 clusters Score -1620192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1620197.125000 Penalty: 3111.304932
	Iteration 26Q: 3 clusters Score -1620197 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1620219.000000 Penalty: 3111.304932
	Iteration 27Q: 3 clusters Score -1620219 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1620239.500000 Penalty: 3111.304932
	Iteration 28Q: 3 clusters Score -1620240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1620255.000000 Penalty: 3111.304932
	Iteration 29Q: 3 clusters Score -1620255 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1620266.625000 Penalty: 3111.304932
	Iteration 30Q: 3 clusters Score -1620267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1620279.000000 Penalty: 3111.304932
	Iteration 31Q: 3 clusters Score -1620279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1620283.125000 Penalty: 3111.304932
	Iteration 32Q: 3 clusters Score -1620283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1620285.875000 Penalty: 3111.304932
	Iteration 33Q: 3 clusters Score -1620286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1620291.875000 Penalty: 3111.304932
	Iteration 34Q: 3 clusters Score -1620292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1620294.375000 Penalty: 3111.304932
	Iteration 35Q: 3 clusters Score -1620294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1620301.250000 Penalty: 3111.304932
	Iteration 36Q: 3 clusters Score -1620301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1620301.750000 Penalty: 3111.304932
	Iteration 37Q: 3 clusters Score -1620302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1620303.000000 Penalty: 3111.304932
	Iteration 38Q: 3 clusters Score -1620303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1620305.500000 Penalty: 3111.304932
	Iteration 39Q: 3 clusters Score -1620306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1620309.875000 Penalty: 3111.304932
	Iteration 40F: 3 clusters Score -1620310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1620311.375000 Penalty: 3111.304932
	Iteration 41Q: 3 clusters Score -1620311 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1620322.625000 Penalty: 3111.304932
	Iteration 42Q: 3 clusters Score -1620323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1620338.750000 Penalty: 3111.304932
	Iteration 43Q: 3 clusters Score -1620339 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1620357.875000 Penalty: 3111.304932
	Iteration 44Q: 3 clusters Score -1620358 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1620385.500000 Penalty: 3111.304932
	Iteration 45Q: 3 clusters Score -1620386 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1620450.250000 Penalty: 3111.304932
	Iteration 46Q: 3 clusters Score -1620450 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1620529.375000 Penalty: 3111.304932
	Iteration 47Q: 3 clusters Score -1620529 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1620645.500000 Penalty: 3111.304932
	Iteration 48Q: 3 clusters Score -1620646 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1620750.500000 Penalty: 3111.304932
	Iteration 49Q: 3 clusters Score -1620750 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1620830.625000 Penalty: 3111.304932
	Iteration 50Q: 3 clusters Score -1620831 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1620882.375000 Penalty: 3111.304932
	Iteration 51Q: 3 clusters Score -1620882 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1620910.250000 Penalty: 3111.304932
	Iteration 52Q: 3 clusters Score -1620910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1620912.500000 Penalty: 3111.304932
	Iteration 53Q: 3 clusters Score -1620912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1620916.625000 Penalty: 3111.304932
	Iteration 54Q: 3 clusters Score -1620917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1620921.625000 Penalty: 3111.304932
	Iteration 55Q: 3 clusters Score -1620922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1620922.250000 Penalty: 3111.304932
	Iteration 56Q: 3 clusters Score -1620922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1620922.250000 Penalty: 3111.304932
	Iteration 57F: 3 clusters Score -1620922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 11066 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 14477 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8278 members 
Mstep: Class 13 contains 4118 members 
Mstep: Class 14 contains 1050 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26845 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14120 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9468 members 
Mstep: Class 29 contains 14788 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 14060 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6924 members 
Mstep: Class 37 contains 9629 members 
Mstep: Class 38 contains 20418 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28979 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14670 members 
Mstep: Class 46 contains 14263 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20298 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13228 members 
Mstep: Class 56 contains 11840 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6706 members 
Mstep: Class 62 contains 19013 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14019 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8757 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20756 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16315 members 
Mstep: Class 77 contains 11960 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4121 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12459 members 
Mstep: Class 84 contains 3726 members 
Mstep: Class 85 contains 19162 members 
Mstep: Class 86 contains 3309 members 
Entering Unmasked Estep 
Score: -85932256.000000 Penalty: 185964.312500
Splitting cluster 2 changes total score from -85932704.000000 to -85932256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -16312.937500 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -16312.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15716.267578 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -15716.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15813.980469 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -15813.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15840.083008 Penalty: 1687.711060
	Iteration 2Q: 3 clusters Score -15840.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15847.999023 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -15848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15860.862305 Penalty: 1687.711060
	Iteration 4Q: 3 clusters Score -15860.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15884.388672 Penalty: 1687.711060
	Iteration 5Q: 3 clusters Score -15884.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15903.479492 Penalty: 1687.711060
	Iteration 6Q: 3 clusters Score -15903.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15913.680664 Penalty: 1687.711060
	Iteration 7Q: 3 clusters Score -15913.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15913.680664 Penalty: 1687.711060
	Iteration 8F: 3 clusters Score -15913.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Entering Unmasked Estep 
Score: -1562292.750000 Penalty: 1504.438354
	Iteration 0F: 2 clusters Score -1562293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1554957.125000 Penalty: 3008.876709
	Iteration 0F: 3 clusters Score -1554957 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1557372.125000 Penalty: 3008.876709
	Iteration 1F: 3 clusters Score -1557372 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1557743.625000 Penalty: 3008.876709
	Iteration 2F: 3 clusters Score -1557744 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1558158.250000 Penalty: 3008.876709
	Iteration 3F: 3 clusters Score -1558158 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1558670.375000 Penalty: 3008.876709
	Iteration 4F: 3 clusters Score -1558670 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1559279.125000 Penalty: 3008.876709
	Iteration 5F: 3 clusters Score -1559279 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1559884.750000 Penalty: 3008.876709
	Iteration 6F: 3 clusters Score -1559885 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1560400.500000 Penalty: 3008.876709
	Iteration 7F: 3 clusters Score -1560400 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1560847.125000 Penalty: 3008.876709
	Iteration 8Q: 3 clusters Score -1560847 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1561155.375000 Penalty: 3008.876709
	Iteration 9Q: 3 clusters Score -1561155 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1561337.500000 Penalty: 3008.876709
	Iteration 10Q: 3 clusters Score -1561338 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1561437.875000 Penalty: 3008.876709
	Iteration 11Q: 3 clusters Score -1561438 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1561507.125000 Penalty: 3008.876709
	Iteration 12Q: 3 clusters Score -1561507 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1561560.500000 Penalty: 3008.876709
	Iteration 13Q: 3 clusters Score -1561560 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1561578.125000 Penalty: 3008.876709
	Iteration 14Q: 3 clusters Score -1561578 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1561590.875000 Penalty: 3008.876709
	Iteration 15Q: 3 clusters Score -1561591 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1561603.625000 Penalty: 3008.876709
	Iteration 16Q: 3 clusters Score -1561604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1561612.000000 Penalty: 3008.876709
	Iteration 17Q: 3 clusters Score -1561612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1561624.125000 Penalty: 3008.876709
	Iteration 18Q: 3 clusters Score -1561624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1561630.375000 Penalty: 3008.876709
	Iteration 19Q: 3 clusters Score -1561630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1561633.250000 Penalty: 3008.876709
	Iteration 20F: 3 clusters Score -1561633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1561636.500000 Penalty: 3008.876709
	Iteration 21Q: 3 clusters Score -1561636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1561639.250000 Penalty: 3008.876709
	Iteration 22Q: 3 clusters Score -1561639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1561646.125000 Penalty: 3008.876709
	Iteration 23Q: 3 clusters Score -1561646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1561645.625000 Penalty: 3008.876709
	Iteration 24Q: 3 clusters Score -1561646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1561649.625000 Penalty: 3008.876709
	Iteration 25Q: 3 clusters Score -1561650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1561654.125000 Penalty: 3008.876709
	Iteration 26Q: 3 clusters Score -1561654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1561655.250000 Penalty: 3008.876709
	Iteration 27Q: 3 clusters Score -1561655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1561656.250000 Penalty: 3008.876709
	Iteration 28Q: 3 clusters Score -1561656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1561659.500000 Penalty: 3008.876709
	Iteration 29Q: 3 clusters Score -1561660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1561663.750000 Penalty: 3008.876709
	Iteration 30Q: 3 clusters Score -1561664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1561663.250000 Penalty: 3008.876709
	Iteration 31Q: 3 clusters Score -1561663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1561668.000000 Penalty: 3008.876709
	Iteration 32Q: 3 clusters Score -1561668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1561666.000000 Penalty: 3008.876709
	Iteration 33Q: 3 clusters Score -1561666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1561665.125000 Penalty: 3008.876709
	Iteration 34Q: 3 clusters Score -1561665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1561663.875000 Penalty: 3008.876709
	Iteration 35Q: 3 clusters Score -1561664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1561662.875000 Penalty: 3008.876709
	Iteration 36Q: 3 clusters Score -1561663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1561665.000000 Penalty: 3008.876709
	Iteration 37Q: 3 clusters Score -1561665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1561667.000000 Penalty: 3008.876709
	Iteration 38Q: 3 clusters Score -1561667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1561667.000000 Penalty: 3008.876709
	Iteration 39F: 3 clusters Score -1561667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Entering Unmasked Estep 
Score: -2201065.750000 Penalty: 1556.801392
	Iteration 0F: 2 clusters Score -2201066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2191341.500000 Penalty: 3113.602783
	Iteration 0F: 3 clusters Score -2191342 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2194753.000000 Penalty: 3113.602783
	Iteration 1F: 3 clusters Score -2194753 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2195002.000000 Penalty: 3113.602783
	Iteration 2Q: 3 clusters Score -2195002 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2195197.000000 Penalty: 3113.602783
	Iteration 3Q: 3 clusters Score -2195197 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2195355.000000 Penalty: 3113.602783
	Iteration 4Q: 3 clusters Score -2195355 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2195507.500000 Penalty: 3113.602783
	Iteration 5Q: 3 clusters Score -2195508 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2195667.000000 Penalty: 3113.602783
	Iteration 6Q: 3 clusters Score -2195667 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2195816.000000 Penalty: 3113.602783
	Iteration 7Q: 3 clusters Score -2195816 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2196002.500000 Penalty: 3113.602783
	Iteration 8Q: 3 clusters Score -2196002 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2196247.250000 Penalty: 3113.602783
	Iteration 9Q: 3 clusters Score -2196247 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2196507.250000 Penalty: 3113.602783
	Iteration 10Q: 3 clusters Score -2196507 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2196783.750000 Penalty: 3113.602783
	Iteration 11Q: 3 clusters Score -2196784 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2197092.250000 Penalty: 3113.602783
	Iteration 12Q: 3 clusters Score -2197092 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2197385.500000 Penalty: 3113.602783
	Iteration 13Q: 3 clusters Score -2197386 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2197626.500000 Penalty: 3113.602783
	Iteration 14Q: 3 clusters Score -2197626 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2197819.500000 Penalty: 3113.602783
	Iteration 15Q: 3 clusters Score -2197820 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2197957.750000 Penalty: 3113.602783
	Iteration 16Q: 3 clusters Score -2197958 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2198054.250000 Penalty: 3113.602783
	Iteration 17Q: 3 clusters Score -2198054 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -2198122.000000 Penalty: 3113.602783
	Iteration 18Q: 3 clusters Score -2198122 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2198177.750000 Penalty: 3113.602783
	Iteration 19Q: 3 clusters Score -2198178 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2198231.500000 Penalty: 3113.602783
	Iteration 20F: 3 clusters Score -2198232 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2198282.750000 Penalty: 3113.602783
	Iteration 21Q: 3 clusters Score -2198283 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2198328.500000 Penalty: 3113.602783
	Iteration 22Q: 3 clusters Score -2198328 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2198380.500000 Penalty: 3113.602783
	Iteration 23Q: 3 clusters Score -2198380 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2198420.750000 Penalty: 3113.602783
	Iteration 24Q: 3 clusters Score -2198421 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2198464.750000 Penalty: 3113.602783
	Iteration 25Q: 3 clusters Score -2198465 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2198490.500000 Penalty: 3113.602783
	Iteration 26Q: 3 clusters Score -2198490 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2198523.000000 Penalty: 3113.602783
	Iteration 27Q: 3 clusters Score -2198523 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2198555.750000 Penalty: 3113.602783
	Iteration 28Q: 3 clusters Score -2198556 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2198575.250000 Penalty: 3113.602783
	Iteration 29Q: 3 clusters Score -2198575 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2198601.500000 Penalty: 3113.602783
	Iteration 30Q: 3 clusters Score -2198602 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2198621.250000 Penalty: 3113.602783
	Iteration 31Q: 3 clusters Score -2198621 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2198631.250000 Penalty: 3113.602783
	Iteration 32Q: 3 clusters Score -2198631 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2198647.250000 Penalty: 3113.602783
	Iteration 33Q: 3 clusters Score -2198647 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2198654.000000 Penalty: 3113.602783
	Iteration 34Q: 3 clusters Score -2198654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2198667.250000 Penalty: 3113.602783
	Iteration 35Q: 3 clusters Score -2198667 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2198676.500000 Penalty: 3113.602783
	Iteration 36Q: 3 clusters Score -2198676 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2198695.500000 Penalty: 3113.602783
	Iteration 37Q: 3 clusters Score -2198696 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2198704.500000 Penalty: 3113.602783
	Iteration 38Q: 3 clusters Score -2198704 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2198723.000000 Penalty: 3113.602783
	Iteration 39Q: 3 clusters Score -2198723 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2198735.250000 Penalty: 3113.602783
	Iteration 40F: 3 clusters Score -2198735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2198744.250000 Penalty: 3113.602783
	Iteration 41Q: 3 clusters Score -2198744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2198759.500000 Penalty: 3113.602783
	Iteration 42Q: 3 clusters Score -2198760 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2198772.250000 Penalty: 3113.602783
	Iteration 43Q: 3 clusters Score -2198772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2198776.500000 Penalty: 3113.602783
	Iteration 44Q: 3 clusters Score -2198776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2198788.250000 Penalty: 3113.602783
	Iteration 45Q: 3 clusters Score -2198788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2198794.500000 Penalty: 3113.602783
	Iteration 46Q: 3 clusters Score -2198794 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2198814.000000 Penalty: 3113.602783
	Iteration 47Q: 3 clusters Score -2198814 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2198822.500000 Penalty: 3113.602783
	Iteration 48Q: 3 clusters Score -2198822 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2198844.000000 Penalty: 3113.602783
	Iteration 49Q: 3 clusters Score -2198844 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2198857.500000 Penalty: 3113.602783
	Iteration 50Q: 3 clusters Score -2198858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2198868.250000 Penalty: 3113.602783
	Iteration 51Q: 3 clusters Score -2198868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2198878.500000 Penalty: 3113.602783
	Iteration 52Q: 3 clusters Score -2198878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2198883.250000 Penalty: 3113.602783
	Iteration 53Q: 3 clusters Score -2198883 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2198892.250000 Penalty: 3113.602783
	Iteration 54Q: 3 clusters Score -2198892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2198902.500000 Penalty: 3113.602783
	Iteration 55Q: 3 clusters Score -2198902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2198920.750000 Penalty: 3113.602783
	Iteration 56Q: 3 clusters Score -2198921 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2198930.500000 Penalty: 3113.602783
	Iteration 57Q: 3 clusters Score -2198930 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2198941.250000 Penalty: 3113.602783
	Iteration 58Q: 3 clusters Score -2198941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2198951.250000 Penalty: 3113.602783
	Iteration 59Q: 3 clusters Score -2198951 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2198953.750000 Penalty: 3113.602783
	Iteration 60F: 3 clusters Score -2198954 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2198965.250000 Penalty: 3113.602783
	Iteration 61Q: 3 clusters Score -2198965 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2198975.500000 Penalty: 3113.602783
	Iteration 62Q: 3 clusters Score -2198976 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2198984.500000 Penalty: 3113.602783
	Iteration 63Q: 3 clusters Score -2198984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2198991.250000 Penalty: 3113.602783
	Iteration 64Q: 3 clusters Score -2198991 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2198996.000000 Penalty: 3113.602783
	Iteration 65Q: 3 clusters Score -2198996 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2199002.000000 Penalty: 3113.602783
	Iteration 66Q: 3 clusters Score -2199002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2199022.750000 Penalty: 3113.602783
	Iteration 67Q: 3 clusters Score -2199023 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2199031.000000 Penalty: 3113.602783
	Iteration 68Q: 3 clusters Score -2199031 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2199045.250000 Penalty: 3113.602783
	Iteration 69Q: 3 clusters Score -2199045 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2199057.500000 Penalty: 3113.602783
	Iteration 70Q: 3 clusters Score -2199058 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2199078.250000 Penalty: 3113.602783
	Iteration 71Q: 3 clusters Score -2199078 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2199088.500000 Penalty: 3113.602783
	Iteration 72Q: 3 clusters Score -2199088 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2199108.000000 Penalty: 3113.602783
	Iteration 73Q: 3 clusters Score -2199108 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2199143.250000 Penalty: 3113.602783
	Iteration 74Q: 3 clusters Score -2199143 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2199172.750000 Penalty: 3113.602783
	Iteration 75Q: 3 clusters Score -2199173 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2199197.750000 Penalty: 3113.602783
	Iteration 76Q: 3 clusters Score -2199198 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2199209.250000 Penalty: 3113.602783
	Iteration 77Q: 3 clusters Score -2199209 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2199228.750000 Penalty: 3113.602783
	Iteration 78Q: 3 clusters Score -2199229 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2199237.750000 Penalty: 3113.602783
	Iteration 79Q: 3 clusters Score -2199238 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2199253.000000 Penalty: 3113.602783
	Iteration 80F: 3 clusters Score -2199253 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2199261.250000 Penalty: 3113.602783
	Iteration 81Q: 3 clusters Score -2199261 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2199278.000000 Penalty: 3113.602783
	Iteration 82Q: 3 clusters Score -2199278 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2199291.750000 Penalty: 3113.602783
	Iteration 83Q: 3 clusters Score -2199292 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2199313.000000 Penalty: 3113.602783
	Iteration 84Q: 3 clusters Score -2199313 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2199328.250000 Penalty: 3113.602783
	Iteration 85Q: 3 clusters Score -2199328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2199353.750000 Penalty: 3113.602783
	Iteration 86Q: 3 clusters Score -2199354 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2199360.500000 Penalty: 3113.602783
	Iteration 87Q: 3 clusters Score -2199360 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2199381.250000 Penalty: 3113.602783
	Iteration 88Q: 3 clusters Score -2199381 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2199394.500000 Penalty: 3113.602783
	Iteration 89Q: 3 clusters Score -2199394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2199413.750000 Penalty: 3113.602783
	Iteration 90Q: 3 clusters Score -2199414 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2199426.500000 Penalty: 3113.602783
	Iteration 91Q: 3 clusters Score -2199426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2199436.750000 Penalty: 3113.602783
	Iteration 92Q: 3 clusters Score -2199437 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2199452.250000 Penalty: 3113.602783
	Iteration 93Q: 3 clusters Score -2199452 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2199478.250000 Penalty: 3113.602783
	Iteration 94Q: 3 clusters Score -2199478 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2199496.500000 Penalty: 3113.602783
	Iteration 95Q: 3 clusters Score -2199496 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2199523.250000 Penalty: 3113.602783
	Iteration 96Q: 3 clusters Score -2199523 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2199553.750000 Penalty: 3113.602783
	Iteration 97Q: 3 clusters Score -2199554 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2199576.250000 Penalty: 3113.602783
	Iteration 98Q: 3 clusters Score -2199576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2199586.500000 Penalty: 3113.602783
	Iteration 99Q: 3 clusters Score -2199586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2199604.250000 Penalty: 3113.602783
	Iteration 100F: 3 clusters Score -2199604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2199607.750000 Penalty: 3113.602783
	Iteration 101Q: 3 clusters Score -2199608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2199618.000000 Penalty: 3113.602783
	Iteration 102Q: 3 clusters Score -2199618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2199626.500000 Penalty: 3113.602783
	Iteration 103Q: 3 clusters Score -2199626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2199632.500000 Penalty: 3113.602783
	Iteration 104Q: 3 clusters Score -2199632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2199635.500000 Penalty: 3113.602783
	Iteration 105Q: 3 clusters Score -2199636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2199638.750000 Penalty: 3113.602783
	Iteration 106Q: 3 clusters Score -2199639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2199647.250000 Penalty: 3113.602783
	Iteration 107Q: 3 clusters Score -2199647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2199653.750000 Penalty: 3113.602783
	Iteration 108Q: 3 clusters Score -2199654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2199661.750000 Penalty: 3113.602783
	Iteration 109Q: 3 clusters Score -2199662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2199663.000000 Penalty: 3113.602783
	Iteration 110Q: 3 clusters Score -2199663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2199671.000000 Penalty: 3113.602783
	Iteration 111Q: 3 clusters Score -2199671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2199673.500000 Penalty: 3113.602783
	Iteration 112Q: 3 clusters Score -2199674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2199680.750000 Penalty: 3113.602783
	Iteration 113Q: 3 clusters Score -2199681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2199682.000000 Penalty: 3113.602783
	Iteration 114Q: 3 clusters Score -2199682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2199689.250000 Penalty: 3113.602783
	Iteration 115Q: 3 clusters Score -2199689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2199691.500000 Penalty: 3113.602783
	Iteration 116Q: 3 clusters Score -2199692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2199694.000000 Penalty: 3113.602783
	Iteration 117Q: 3 clusters Score -2199694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2199694.500000 Penalty: 3113.602783
	Iteration 118Q: 3 clusters Score -2199694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2199695.000000 Penalty: 3113.602783
	Iteration 119Q: 3 clusters Score -2199695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2199697.500000 Penalty: 3113.602783
	Iteration 120F: 3 clusters Score -2199698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2199697.750000 Penalty: 3113.602783
	Iteration 121Q: 3 clusters Score -2199698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2199697.750000 Penalty: 3113.602783
	Iteration 122Q: 3 clusters Score -2199698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2199699.500000 Penalty: 3113.602783
	Iteration 123Q: 3 clusters Score -2199700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2199695.750000 Penalty: 3113.602783
	Iteration 124Q: 3 clusters Score -2199696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2199699.500000 Penalty: 3113.602783
	Iteration 125Q: 3 clusters Score -2199700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2199701.250000 Penalty: 3113.602783
	Iteration 126Q: 3 clusters Score -2199701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2199701.500000 Penalty: 3113.602783
	Iteration 127Q: 3 clusters Score -2199702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2199701.500000 Penalty: 3113.602783
	Iteration 128F: 3 clusters Score -2199702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Entering Unmasked Estep 
Score: -937798.687500 Penalty: 1431.214233
	Iteration 0F: 2 clusters Score -937798.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -932770.000000 Penalty: 2862.428467
	Iteration 0F: 3 clusters Score -932770 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -934430.875000 Penalty: 2862.428467
	Iteration 1F: 3 clusters Score -934430.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -934763.437500 Penalty: 2862.428467
	Iteration 2F: 3 clusters Score -934763.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -934986.500000 Penalty: 2862.428467
	Iteration 3F: 3 clusters Score -934986.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -935146.812500 Penalty: 2862.428467
	Iteration 4Q: 3 clusters Score -935146.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -935304.250000 Penalty: 2862.428467
	Iteration 5Q: 3 clusters Score -935304.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -935462.000000 Penalty: 2862.428467
	Iteration 6Q: 3 clusters Score -935462 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -935626.937500 Penalty: 2862.428467
	Iteration 7Q: 3 clusters Score -935626.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -935806.750000 Penalty: 2862.428467
	Iteration 8Q: 3 clusters Score -935806.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -936010.500000 Penalty: 2862.428467
	Iteration 9Q: 3 clusters Score -936010.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -936297.875000 Penalty: 2862.428467
	Iteration 10Q: 3 clusters Score -936297.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -936591.062500 Penalty: 2862.428467
	Iteration 11Q: 3 clusters Score -936591.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -936835.562500 Penalty: 2862.428467
	Iteration 12Q: 3 clusters Score -936835.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -937010.062500 Penalty: 2862.428467
	Iteration 13Q: 3 clusters Score -937010.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -937088.937500 Penalty: 2862.428467
	Iteration 14Q: 3 clusters Score -937088.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -937141.312500 Penalty: 2862.428467
	Iteration 15Q: 3 clusters Score -937141.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -937180.875000 Penalty: 2862.428467
	Iteration 16Q: 3 clusters Score -937180.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -937208.562500 Penalty: 2862.428467
	Iteration 17Q: 3 clusters Score -937208.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -937235.500000 Penalty: 2862.428467
	Iteration 18Q: 3 clusters Score -937235.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -937250.437500 Penalty: 2862.428467
	Iteration 19Q: 3 clusters Score -937250.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -937263.875000 Penalty: 2862.428467
	Iteration 20F: 3 clusters Score -937263.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -937284.250000 Penalty: 2862.428467
	Iteration 21Q: 3 clusters Score -937284.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -937297.125000 Penalty: 2862.428467
	Iteration 22Q: 3 clusters Score -937297.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -937305.750000 Penalty: 2862.428467
	Iteration 23Q: 3 clusters Score -937305.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -937312.250000 Penalty: 2862.428467
	Iteration 24Q: 3 clusters Score -937312.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -937317.312500 Penalty: 2862.428467
	Iteration 25Q: 3 clusters Score -937317.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -937319.437500 Penalty: 2862.428467
	Iteration 26Q: 3 clusters Score -937319.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -937324.625000 Penalty: 2862.428467
	Iteration 27Q: 3 clusters Score -937324.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -937331.062500 Penalty: 2862.428467
	Iteration 28Q: 3 clusters Score -937331.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -937333.625000 Penalty: 2862.428467
	Iteration 29Q: 3 clusters Score -937333.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -937334.000000 Penalty: 2862.428467
	Iteration 30Q: 3 clusters Score -937334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -937341.000000 Penalty: 2862.428467
	Iteration 31Q: 3 clusters Score -937341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -937343.625000 Penalty: 2862.428467
	Iteration 32Q: 3 clusters Score -937343.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -937347.812500 Penalty: 2862.428467
	Iteration 33Q: 3 clusters Score -937347.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -937351.125000 Penalty: 2862.428467
	Iteration 34Q: 3 clusters Score -937351.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -937352.500000 Penalty: 2862.428467
	Iteration 35Q: 3 clusters Score -937352.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -937353.375000 Penalty: 2862.428467
	Iteration 36Q: 3 clusters Score -937353.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -937354.812500 Penalty: 2862.428467
	Iteration 37Q: 3 clusters Score -937354.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -937357.125000 Penalty: 2862.428467
	Iteration 38Q: 3 clusters Score -937357.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -937357.625000 Penalty: 2862.428467
	Iteration 39Q: 3 clusters Score -937357.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -937360.437500 Penalty: 2862.428467
	Iteration 40F: 3 clusters Score -937360.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -937359.500000 Penalty: 2862.428467
	Iteration 41Q: 3 clusters Score -937359.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -937356.625000 Penalty: 2862.428467
	Iteration 42Q: 3 clusters Score -937356.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -937358.187500 Penalty: 2862.428467
	Iteration 43Q: 3 clusters Score -937358.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -937359.375000 Penalty: 2862.428467
	Iteration 44Q: 3 clusters Score -937359.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -937360.937500 Penalty: 2862.428467
	Iteration 45Q: 3 clusters Score -937360.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -937360.187500 Penalty: 2862.428467
	Iteration 46Q: 3 clusters Score -937360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -937361.250000 Penalty: 2862.428467
	Iteration 47Q: 3 clusters Score -937361.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -937362.437500 Penalty: 2862.428467
	Iteration 48Q: 3 clusters Score -937362.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -937364.062500 Penalty: 2862.428467
	Iteration 49Q: 3 clusters Score -937364.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -937363.187500 Penalty: 2862.428467
	Iteration 50Q: 3 clusters Score -937363.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -937362.812500 Penalty: 2862.428467
	Iteration 51Q: 3 clusters Score -937362.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -937362.500000 Penalty: 2862.428467
	Iteration 52Q: 3 clusters Score -937362.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -937362.312500 Penalty: 2862.428467
	Iteration 53Q: 3 clusters Score -937362.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -937365.312500 Penalty: 2862.428467
	Iteration 54Q: 3 clusters Score -937365.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -937366.562500 Penalty: 2862.428467
	Iteration 55Q: 3 clusters Score -937366.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -937366.875000 Penalty: 2862.428467
	Iteration 56Q: 3 clusters Score -937366.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -937366.312500 Penalty: 2862.428467
	Iteration 57Q: 3 clusters Score -937366.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -937367.187500 Penalty: 2862.428467
	Iteration 58Q: 3 clusters Score -937367.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -937367.875000 Penalty: 2862.428467
	Iteration 59Q: 3 clusters Score -937367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -937367.812500 Penalty: 2862.428467
	Iteration 60F: 3 clusters Score -937367.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -937368.375000 Penalty: 2862.428467
	Iteration 61Q: 3 clusters Score -937368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -937370.000000 Penalty: 2862.428467
	Iteration 62Q: 3 clusters Score -937370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -937369.437500 Penalty: 2862.428467
	Iteration 63Q: 3 clusters Score -937369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -937369.812500 Penalty: 2862.428467
	Iteration 64Q: 3 clusters Score -937369.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -937369.812500 Penalty: 2862.428467
	Iteration 65Q: 3 clusters Score -937369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -937370.062500 Penalty: 2862.428467
	Iteration 66Q: 3 clusters Score -937370.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -937370.875000 Penalty: 2862.428467
	Iteration 67Q: 3 clusters Score -937370.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -937372.750000 Penalty: 2862.428467
	Iteration 68Q: 3 clusters Score -937372.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -937370.937500 Penalty: 2862.428467
	Iteration 69Q: 3 clusters Score -937370.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -937371.062500 Penalty: 2862.428467
	Iteration 70Q: 3 clusters Score -937371.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -937371.312500 Penalty: 2862.428467
	Iteration 71Q: 3 clusters Score -937371.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -937372.062500 Penalty: 2862.428467
	Iteration 72Q: 3 clusters Score -937372.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -937370.812500 Penalty: 2862.428467
	Iteration 73Q: 3 clusters Score -937370.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -937371.312500 Penalty: 2862.428467
	Iteration 74Q: 3 clusters Score -937371.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -937371.312500 Penalty: 2862.428467
	Iteration 75F: 3 clusters Score -937371.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -108245.664062 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -108245.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -106964.984375 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -106965 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -107200.242188 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -107200.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -107328.859375 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -107328.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -107427.718750 Penalty: 2167.174072
	Iteration 3F: 3 clusters Score -107427.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -107555.914062 Penalty: 2167.174072
	Iteration 4F: 3 clusters Score -107555.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -107698.570312 Penalty: 2167.174072
	Iteration 5F: 3 clusters Score -107698.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -107803.796875 Penalty: 2167.174072
	Iteration 6F: 3 clusters Score -107803.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -107870.632812 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -107870.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -107903.195312 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -107903.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -107925.093750 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -107925.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -107972.960938 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -107973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -108009.992188 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -108010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -108035.531250 Penalty: 2167.174072
	Iteration 12Q: 3 clusters Score -108035.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -108075.054688 Penalty: 2167.174072
	Iteration 13Q: 3 clusters Score -108075.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -108112.328125 Penalty: 2167.174072
	Iteration 14Q: 3 clusters Score -108112.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -108136.554688 Penalty: 2167.174072
	Iteration 15Q: 3 clusters Score -108136.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -108177.335938 Penalty: 2167.174072
	Iteration 16Q: 3 clusters Score -108177.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -108251.367188 Penalty: 2167.174072
	Iteration 17Q: 3 clusters Score -108251.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -108342.765625 Penalty: 2167.174072
	Iteration 18Q: 3 clusters Score -108342.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -108410.789062 Penalty: 2167.174072
	Iteration 19Q: 3 clusters Score -108410.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -108452.960938 Penalty: 2167.174072
	Iteration 20F: 3 clusters Score -108453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -108479.859375 Penalty: 2167.174072
	Iteration 21Q: 3 clusters Score -108479.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -108491.828125 Penalty: 2167.174072
	Iteration 22Q: 3 clusters Score -108491.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -108495.585938 Penalty: 2167.174072
	Iteration 23Q: 3 clusters Score -108495.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -108496.906250 Penalty: 2167.174072
	Iteration 24Q: 3 clusters Score -108496.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -108497.757812 Penalty: 2167.174072
	Iteration 25Q: 3 clusters Score -108497.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -108497.757812 Penalty: 2167.174072
	Iteration 26F: 3 clusters Score -108497.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 14477 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 498 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8278 members 
Mstep: Class 13 contains 4118 members 
Mstep: Class 14 contains 1050 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26845 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14120 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9468 members 
Mstep: Class 29 contains 14788 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 14060 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6924 members 
Mstep: Class 37 contains 9629 members 
Mstep: Class 38 contains 20418 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28979 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14670 members 
Mstep: Class 46 contains 14263 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20298 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13228 members 
Mstep: Class 56 contains 11840 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6706 members 
Mstep: Class 62 contains 19013 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14019 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8757 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20756 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16315 members 
Mstep: Class 77 contains 11960 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4121 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12459 members 
Mstep: Class 84 contains 3726 members 
Mstep: Class 85 contains 19162 members 
Mstep: Class 86 contains 289 members 
Entering Unmasked Estep 
Score: -85931936.000000 Penalty: 185964.312500
Splitting cluster 7 changes total score from -85932704.000000 to -85931936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (31429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Entering Unmasked Estep 
Score: -4775614.500000 Penalty: 1682.766479
	Iteration 0F: 2 clusters Score -4775614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -4757034.500000 Penalty: 3365.532959
	Iteration 0F: 3 clusters Score -4757034 nChanged 14431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -4765100.000000 Penalty: 3365.532959
	Iteration 1F: 3 clusters Score -4765100 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -4765952.000000 Penalty: 3365.532959
	Iteration 2F: 3 clusters Score -4765952 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -4767193.000000 Penalty: 3365.532959
	Iteration 3F: 3 clusters Score -4767193 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -4768575.500000 Penalty: 3365.532959
	Iteration 4F: 3 clusters Score -4768576 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -4769739.500000 Penalty: 3365.532959
	Iteration 5F: 3 clusters Score -4769740 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -4770645.500000 Penalty: 3365.532959
	Iteration 6F: 3 clusters Score -4770646 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -4771271.000000 Penalty: 3365.532959
	Iteration 7Q: 3 clusters Score -4771271 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -4771638.000000 Penalty: 3365.532959
	Iteration 8Q: 3 clusters Score -4771638 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -4771740.500000 Penalty: 3365.532959
	Iteration 9Q: 3 clusters Score -4771740 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -4771780.500000 Penalty: 3365.532959
	Iteration 10Q: 3 clusters Score -4771780 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -4771791.000000 Penalty: 3365.532959
	Iteration 11Q: 3 clusters Score -4771791 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -4771818.000000 Penalty: 3365.532959
	Iteration 12Q: 3 clusters Score -4771818 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -4771845.000000 Penalty: 3365.532959
	Iteration 13Q: 3 clusters Score -4771845 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -4771878.000000 Penalty: 3365.532959
	Iteration 14Q: 3 clusters Score -4771878 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -4771887.500000 Penalty: 3365.532959
	Iteration 15Q: 3 clusters Score -4771888 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -4771907.000000 Penalty: 3365.532959
	Iteration 16Q: 3 clusters Score -4771907 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -4771920.000000 Penalty: 3365.532959
	Iteration 17Q: 3 clusters Score -4771920 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -4771971.000000 Penalty: 3365.532959
	Iteration 18Q: 3 clusters Score -4771971 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -4772003.500000 Penalty: 3365.532959
	Iteration 19Q: 3 clusters Score -4772004 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -4772085.500000 Penalty: 3365.532959
	Iteration 20F: 3 clusters Score -4772086 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -4772117.000000 Penalty: 3365.532959
	Iteration 21Q: 3 clusters Score -4772117 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -4772160.500000 Penalty: 3365.532959
	Iteration 22Q: 3 clusters Score -4772160 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -4772239.000000 Penalty: 3365.532959
	Iteration 23Q: 3 clusters Score -4772239 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -4772287.000000 Penalty: 3365.532959
	Iteration 24Q: 3 clusters Score -4772287 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -4772315.000000 Penalty: 3365.532959
	Iteration 25Q: 3 clusters Score -4772315 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -4772362.500000 Penalty: 3365.532959
	Iteration 26Q: 3 clusters Score -4772362 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -4772412.500000 Penalty: 3365.532959
	Iteration 27Q: 3 clusters Score -4772412 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -4772435.000000 Penalty: 3365.532959
	Iteration 28Q: 3 clusters Score -4772435 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -4772456.500000 Penalty: 3365.532959
	Iteration 29Q: 3 clusters Score -4772456 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -4772466.000000 Penalty: 3365.532959
	Iteration 30Q: 3 clusters Score -4772466 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -4772509.500000 Penalty: 3365.532959
	Iteration 31Q: 3 clusters Score -4772510 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -4772538.000000 Penalty: 3365.532959
	Iteration 32Q: 3 clusters Score -4772538 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -4772560.500000 Penalty: 3365.532959
	Iteration 33Q: 3 clusters Score -4772560 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -4772580.500000 Penalty: 3365.532959
	Iteration 34Q: 3 clusters Score -4772580 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -4772607.500000 Penalty: 3365.532959
	Iteration 35Q: 3 clusters Score -4772608 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -4772614.000000 Penalty: 3365.532959
	Iteration 36Q: 3 clusters Score -4772614 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -4772647.000000 Penalty: 3365.532959
	Iteration 37Q: 3 clusters Score -4772647 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -4772652.000000 Penalty: 3365.532959
	Iteration 38Q: 3 clusters Score -4772652 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -4772675.000000 Penalty: 3365.532959
	Iteration 39Q: 3 clusters Score -4772675 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -4772714.000000 Penalty: 3365.532959
	Iteration 40F: 3 clusters Score -4772714 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -4772719.500000 Penalty: 3365.532959
	Iteration 41Q: 3 clusters Score -4772720 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -4772735.000000 Penalty: 3365.532959
	Iteration 42Q: 3 clusters Score -4772735 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -4772768.000000 Penalty: 3365.532959
	Iteration 43Q: 3 clusters Score -4772768 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -4772791.000000 Penalty: 3365.532959
	Iteration 44Q: 3 clusters Score -4772791 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4772782.000000 Penalty: 3365.532959
	Iteration 45Q: 3 clusters Score -4772782 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -4772807.000000 Penalty: 3365.532959
	Iteration 46Q: 3 clusters Score -4772807 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -4772860.000000 Penalty: 3365.532959
	Iteration 47Q: 3 clusters Score -4772860 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -4772865.500000 Penalty: 3365.532959
	Iteration 48Q: 3 clusters Score -4772866 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -4772869.500000 Penalty: 3365.532959
	Iteration 49Q: 3 clusters Score -4772870 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -4772888.500000 Penalty: 3365.532959
	Iteration 50Q: 3 clusters Score -4772888 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -4772940.000000 Penalty: 3365.532959
	Iteration 51Q: 3 clusters Score -4772940 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -4772973.000000 Penalty: 3365.532959
	Iteration 52Q: 3 clusters Score -4772973 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -4773032.500000 Penalty: 3365.532959
	Iteration 53Q: 3 clusters Score -4773032 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -4773075.500000 Penalty: 3365.532959
	Iteration 54Q: 3 clusters Score -4773076 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -4773127.500000 Penalty: 3365.532959
	Iteration 55Q: 3 clusters Score -4773128 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -4773169.500000 Penalty: 3365.532959
	Iteration 56Q: 3 clusters Score -4773170 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -4773213.500000 Penalty: 3365.532959
	Iteration 57Q: 3 clusters Score -4773214 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -4773252.500000 Penalty: 3365.532959
	Iteration 58Q: 3 clusters Score -4773252 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -4773318.000000 Penalty: 3365.532959
	Iteration 59Q: 3 clusters Score -4773318 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -4773355.000000 Penalty: 3365.532959
	Iteration 60F: 3 clusters Score -4773355 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -4773392.000000 Penalty: 3365.532959
	Iteration 61Q: 3 clusters Score -4773392 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -4773428.500000 Penalty: 3365.532959
	Iteration 62Q: 3 clusters Score -4773428 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -4773454.500000 Penalty: 3365.532959
	Iteration 63Q: 3 clusters Score -4773454 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -4773503.500000 Penalty: 3365.532959
	Iteration 64Q: 3 clusters Score -4773504 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -4773557.000000 Penalty: 3365.532959
	Iteration 65Q: 3 clusters Score -4773557 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -4773603.000000 Penalty: 3365.532959
	Iteration 66Q: 3 clusters Score -4773603 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -4773659.500000 Penalty: 3365.532959
	Iteration 67Q: 3 clusters Score -4773660 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -4773706.500000 Penalty: 3365.532959
	Iteration 68Q: 3 clusters Score -4773706 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -4773753.000000 Penalty: 3365.532959
	Iteration 69Q: 3 clusters Score -4773753 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -4773836.000000 Penalty: 3365.532959
	Iteration 70Q: 3 clusters Score -4773836 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -4773853.500000 Penalty: 3365.532959
	Iteration 71Q: 3 clusters Score -4773854 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -4773903.500000 Penalty: 3365.532959
	Iteration 72Q: 3 clusters Score -4773904 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -4773973.000000 Penalty: 3365.532959
	Iteration 73Q: 3 clusters Score -4773973 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -4773998.000000 Penalty: 3365.532959
	Iteration 74Q: 3 clusters Score -4773998 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -4774024.500000 Penalty: 3365.532959
	Iteration 75Q: 3 clusters Score -4774024 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -4774057.500000 Penalty: 3365.532959
	Iteration 76Q: 3 clusters Score -4774058 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -4774080.000000 Penalty: 3365.532959
	Iteration 77Q: 3 clusters Score -4774080 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -4774115.500000 Penalty: 3365.532959
	Iteration 78Q: 3 clusters Score -4774116 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -4774139.500000 Penalty: 3365.532959
	Iteration 79Q: 3 clusters Score -4774140 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -4774170.500000 Penalty: 3365.532959
	Iteration 80F: 3 clusters Score -4774170 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -4774184.500000 Penalty: 3365.532959
	Iteration 81Q: 3 clusters Score -4774184 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -4774192.500000 Penalty: 3365.532959
	Iteration 82Q: 3 clusters Score -4774192 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -4774203.500000 Penalty: 3365.532959
	Iteration 83Q: 3 clusters Score -4774204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -4774219.000000 Penalty: 3365.532959
	Iteration 84Q: 3 clusters Score -4774219 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -4774225.500000 Penalty: 3365.532959
	Iteration 85Q: 3 clusters Score -4774226 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -4774230.000000 Penalty: 3365.532959
	Iteration 86Q: 3 clusters Score -4774230 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -4774246.000000 Penalty: 3365.532959
	Iteration 87Q: 3 clusters Score -4774246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -4774248.500000 Penalty: 3365.532959
	Iteration 88Q: 3 clusters Score -4774248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -4774258.000000 Penalty: 3365.532959
	Iteration 89Q: 3 clusters Score -4774258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -4774258.000000 Penalty: 3365.532959
	Iteration 90Q: 3 clusters Score -4774258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -4774259.500000 Penalty: 3365.532959
	Iteration 91Q: 3 clusters Score -4774260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -4774270.500000 Penalty: 3365.532959
	Iteration 92Q: 3 clusters Score -4774270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -4774279.000000 Penalty: 3365.532959
	Iteration 93Q: 3 clusters Score -4774279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -4774287.500000 Penalty: 3365.532959
	Iteration 94Q: 3 clusters Score -4774288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -4774295.000000 Penalty: 3365.532959
	Iteration 95Q: 3 clusters Score -4774295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -4774303.500000 Penalty: 3365.532959
	Iteration 96Q: 3 clusters Score -4774304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -4774310.500000 Penalty: 3365.532959
	Iteration 97Q: 3 clusters Score -4774310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -4774308.000000 Penalty: 3365.532959
	Iteration 98Q: 3 clusters Score -4774308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -4774305.000000 Penalty: 3365.532959
	Iteration 99Q: 3 clusters Score -4774305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -4774302.500000 Penalty: 3365.532959
	Iteration 100F: 3 clusters Score -4774302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -4774308.500000 Penalty: 3365.532959
	Iteration 101Q: 3 clusters Score -4774308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -4774307.000000 Penalty: 3365.532959
	Iteration 102Q: 3 clusters Score -4774307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -4774308.000000 Penalty: 3365.532959
	Iteration 103Q: 3 clusters Score -4774308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -4774313.000000 Penalty: 3365.532959
	Iteration 104Q: 3 clusters Score -4774313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -4774315.500000 Penalty: 3365.532959
	Iteration 105Q: 3 clusters Score -4774316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -4774312.000000 Penalty: 3365.532959
	Iteration 106Q: 3 clusters Score -4774312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -4774314.500000 Penalty: 3365.532959
	Iteration 107Q: 3 clusters Score -4774314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -4774316.000000 Penalty: 3365.532959
	Iteration 108Q: 3 clusters Score -4774316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -4774317.000000 Penalty: 3365.532959
	Iteration 109Q: 3 clusters Score -4774317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -4774311.000000 Penalty: 3365.532959
	Iteration 110Q: 3 clusters Score -4774311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -4774314.500000 Penalty: 3365.532959
	Iteration 111Q: 3 clusters Score -4774314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -4774322.000000 Penalty: 3365.532959
	Iteration 112Q: 3 clusters Score -4774322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -4774325.000000 Penalty: 3365.532959
	Iteration 113Q: 3 clusters Score -4774325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -4774325.000000 Penalty: 3365.532959
	Iteration 114F: 3 clusters Score -4774325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -133227.734375 Penalty: 1138.440674
	Iteration 0F: 2 clusters Score -133227.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -131748.109375 Penalty: 2276.881348
	Iteration 0F: 3 clusters Score -131748.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -132104.953125 Penalty: 2276.881348
	Iteration 1F: 3 clusters Score -132105 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -132244.000000 Penalty: 2276.881348
	Iteration 2F: 3 clusters Score -132244 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -132399.718750 Penalty: 2276.881348
	Iteration 3F: 3 clusters Score -132399.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -132550.156250 Penalty: 2276.881348
	Iteration 4F: 3 clusters Score -132550.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -132675.250000 Penalty: 2276.881348
	Iteration 5F: 3 clusters Score -132675.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -132759.828125 Penalty: 2276.881348
	Iteration 6Q: 3 clusters Score -132759.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -132835.296875 Penalty: 2276.881348
	Iteration 7Q: 3 clusters Score -132835.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -132857.734375 Penalty: 2276.881348
	Iteration 8Q: 3 clusters Score -132857.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -132872.078125 Penalty: 2276.881348
	Iteration 9Q: 3 clusters Score -132872.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -132874.906250 Penalty: 2276.881348
	Iteration 10Q: 3 clusters Score -132874.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -132875.328125 Penalty: 2276.881348
	Iteration 11Q: 3 clusters Score -132875.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -132875.328125 Penalty: 2276.881348
	Iteration 12F: 3 clusters Score -132875.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -220804.906250 Penalty: 1210.826782
	Iteration 0F: 2 clusters Score -220804.9 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 874 members 
Entering Unmasked Estep 
Score: -218880.812500 Penalty: 2421.653564
	Iteration 0F: 3 clusters Score -218880.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -219296.453125 Penalty: 2421.653564
	Iteration 1F: 3 clusters Score -219296.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -219410.562500 Penalty: 2421.653564
	Iteration 2F: 3 clusters Score -219410.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -219467.703125 Penalty: 2421.653564
	Iteration 3Q: 3 clusters Score -219467.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -219499.546875 Penalty: 2421.653564
	Iteration 4Q: 3 clusters Score -219499.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -219514.359375 Penalty: 2421.653564
	Iteration 5Q: 3 clusters Score -219514.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -219523.015625 Penalty: 2421.653564
	Iteration 6Q: 3 clusters Score -219523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -219528.140625 Penalty: 2421.653564
	Iteration 7Q: 3 clusters Score -219528.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -219532.578125 Penalty: 2421.653564
	Iteration 8Q: 3 clusters Score -219532.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -219535.062500 Penalty: 2421.653564
	Iteration 9Q: 3 clusters Score -219535.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -219536.421875 Penalty: 2421.653564
	Iteration 10Q: 3 clusters Score -219536.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -219537.265625 Penalty: 2421.653564
	Iteration 11Q: 3 clusters Score -219537.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -219537.468750 Penalty: 2421.653564
	Iteration 12Q: 3 clusters Score -219537.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -219537.468750 Penalty: 2421.653564
	Iteration 13F: 3 clusters Score -219537.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Entering Unmasked Estep 
Score: -840385.312500 Penalty: 1415.823486
	Iteration 0F: 2 clusters Score -840385.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -835740.437500 Penalty: 2831.646973
	Iteration 0F: 3 clusters Score -835740.4 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -837073.687500 Penalty: 2831.646973
	Iteration 1F: 3 clusters Score -837073.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -837301.500000 Penalty: 2831.646973
	Iteration 2F: 3 clusters Score -837301.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -837478.937500 Penalty: 2831.646973
	Iteration 3F: 3 clusters Score -837478.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -837638.375000 Penalty: 2831.646973
	Iteration 4Q: 3 clusters Score -837638.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -837780.750000 Penalty: 2831.646973
	Iteration 5Q: 3 clusters Score -837780.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -837895.125000 Penalty: 2831.646973
	Iteration 6Q: 3 clusters Score -837895.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -837983.937500 Penalty: 2831.646973
	Iteration 7Q: 3 clusters Score -837983.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -838056.062500 Penalty: 2831.646973
	Iteration 8Q: 3 clusters Score -838056.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -838146.000000 Penalty: 2831.646973
	Iteration 9Q: 3 clusters Score -838146 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -838230.875000 Penalty: 2831.646973
	Iteration 10Q: 3 clusters Score -838230.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -838303.125000 Penalty: 2831.646973
	Iteration 11Q: 3 clusters Score -838303.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -838360.562500 Penalty: 2831.646973
	Iteration 12Q: 3 clusters Score -838360.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -838435.375000 Penalty: 2831.646973
	Iteration 13Q: 3 clusters Score -838435.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -838526.687500 Penalty: 2831.646973
	Iteration 14Q: 3 clusters Score -838526.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -838608.687500 Penalty: 2831.646973
	Iteration 15Q: 3 clusters Score -838608.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -838689.562500 Penalty: 2831.646973
	Iteration 16Q: 3 clusters Score -838689.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -838761.812500 Penalty: 2831.646973
	Iteration 17Q: 3 clusters Score -838761.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -838823.625000 Penalty: 2831.646973
	Iteration 18Q: 3 clusters Score -838823.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -838862.125000 Penalty: 2831.646973
	Iteration 19Q: 3 clusters Score -838862.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -838887.812500 Penalty: 2831.646973
	Iteration 20F: 3 clusters Score -838887.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -838901.750000 Penalty: 2831.646973
	Iteration 21Q: 3 clusters Score -838901.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -838914.000000 Penalty: 2831.646973
	Iteration 22Q: 3 clusters Score -838914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -838921.687500 Penalty: 2831.646973
	Iteration 23Q: 3 clusters Score -838921.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -838932.375000 Penalty: 2831.646973
	Iteration 24Q: 3 clusters Score -838932.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -838937.187500 Penalty: 2831.646973
	Iteration 25Q: 3 clusters Score -838937.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -838944.312500 Penalty: 2831.646973
	Iteration 26Q: 3 clusters Score -838944.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -838948.562500 Penalty: 2831.646973
	Iteration 27Q: 3 clusters Score -838948.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -838954.250000 Penalty: 2831.646973
	Iteration 28Q: 3 clusters Score -838954.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -838960.562500 Penalty: 2831.646973
	Iteration 29Q: 3 clusters Score -838960.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -838970.062500 Penalty: 2831.646973
	Iteration 30Q: 3 clusters Score -838970.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -838978.437500 Penalty: 2831.646973
	Iteration 31Q: 3 clusters Score -838978.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -838986.312500 Penalty: 2831.646973
	Iteration 32Q: 3 clusters Score -838986.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -838991.750000 Penalty: 2831.646973
	Iteration 33Q: 3 clusters Score -838991.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -839002.312500 Penalty: 2831.646973
	Iteration 34Q: 3 clusters Score -839002.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -839012.250000 Penalty: 2831.646973
	Iteration 35Q: 3 clusters Score -839012.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -839019.625000 Penalty: 2831.646973
	Iteration 36Q: 3 clusters Score -839019.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -839031.875000 Penalty: 2831.646973
	Iteration 37Q: 3 clusters Score -839031.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -839041.250000 Penalty: 2831.646973
	Iteration 38Q: 3 clusters Score -839041.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -839048.312500 Penalty: 2831.646973
	Iteration 39Q: 3 clusters Score -839048.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -839060.562500 Penalty: 2831.646973
	Iteration 40F: 3 clusters Score -839060.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -839071.437500 Penalty: 2831.646973
	Iteration 41Q: 3 clusters Score -839071.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -839083.000000 Penalty: 2831.646973
	Iteration 42Q: 3 clusters Score -839083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -839099.000000 Penalty: 2831.646973
	Iteration 43Q: 3 clusters Score -839099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -839112.687500 Penalty: 2831.646973
	Iteration 44Q: 3 clusters Score -839112.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -839123.625000 Penalty: 2831.646973
	Iteration 45Q: 3 clusters Score -839123.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -839136.062500 Penalty: 2831.646973
	Iteration 46Q: 3 clusters Score -839136.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -839148.250000 Penalty: 2831.646973
	Iteration 47Q: 3 clusters Score -839148.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -839169.250000 Penalty: 2831.646973
	Iteration 48Q: 3 clusters Score -839169.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -839201.562500 Penalty: 2831.646973
	Iteration 49Q: 3 clusters Score -839201.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -839231.875000 Penalty: 2831.646973
	Iteration 50Q: 3 clusters Score -839231.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -839256.000000 Penalty: 2831.646973
	Iteration 51Q: 3 clusters Score -839256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -839279.062500 Penalty: 2831.646973
	Iteration 52Q: 3 clusters Score -839279.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -839292.000000 Penalty: 2831.646973
	Iteration 53Q: 3 clusters Score -839292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -839297.562500 Penalty: 2831.646973
	Iteration 54Q: 3 clusters Score -839297.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -839308.000000 Penalty: 2831.646973
	Iteration 55Q: 3 clusters Score -839308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -839313.437500 Penalty: 2831.646973
	Iteration 56Q: 3 clusters Score -839313.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -839314.937500 Penalty: 2831.646973
	Iteration 57Q: 3 clusters Score -839314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -839316.812500 Penalty: 2831.646973
	Iteration 58Q: 3 clusters Score -839316.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -839317.500000 Penalty: 2831.646973
	Iteration 59Q: 3 clusters Score -839317.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -839318.687500 Penalty: 2831.646973
	Iteration 60F: 3 clusters Score -839318.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -839319.500000 Penalty: 2831.646973
	Iteration 61Q: 3 clusters Score -839319.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -839322.937500 Penalty: 2831.646973
	Iteration 62Q: 3 clusters Score -839322.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -839324.875000 Penalty: 2831.646973
	Iteration 63Q: 3 clusters Score -839324.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -839324.312500 Penalty: 2831.646973
	Iteration 64Q: 3 clusters Score -839324.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -839324.312500 Penalty: 2831.646973
	Iteration 65F: 3 clusters Score -839324.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Entering Unmasked Estep 
Score: -1227621.500000 Penalty: 1465.970459
	Iteration 0F: 2 clusters Score -1227622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1221547.125000 Penalty: 2931.940918
	Iteration 0F: 3 clusters Score -1221547 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1223468.125000 Penalty: 2931.940918
	Iteration 1F: 3 clusters Score -1223468 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1223729.250000 Penalty: 2931.940918
	Iteration 2F: 3 clusters Score -1223729 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1223962.250000 Penalty: 2931.940918
	Iteration 3F: 3 clusters Score -1223962 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1224118.875000 Penalty: 2931.940918
	Iteration 4Q: 3 clusters Score -1224119 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1224241.625000 Penalty: 2931.940918
	Iteration 5Q: 3 clusters Score -1224242 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1224360.250000 Penalty: 2931.940918
	Iteration 6Q: 3 clusters Score -1224360 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1224466.250000 Penalty: 2931.940918
	Iteration 7Q: 3 clusters Score -1224466 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1224564.500000 Penalty: 2931.940918
	Iteration 8Q: 3 clusters Score -1224564 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1224680.000000 Penalty: 2931.940918
	Iteration 9Q: 3 clusters Score -1224680 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1224781.750000 Penalty: 2931.940918
	Iteration 10Q: 3 clusters Score -1224782 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1224878.250000 Penalty: 2931.940918
	Iteration 11Q: 3 clusters Score -1224878 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1224974.625000 Penalty: 2931.940918
	Iteration 12Q: 3 clusters Score -1224975 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1225071.125000 Penalty: 2931.940918
	Iteration 13Q: 3 clusters Score -1225071 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1225162.375000 Penalty: 2931.940918
	Iteration 14Q: 3 clusters Score -1225162 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1225250.375000 Penalty: 2931.940918
	Iteration 15Q: 3 clusters Score -1225250 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1225328.750000 Penalty: 2931.940918
	Iteration 16Q: 3 clusters Score -1225329 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1225398.625000 Penalty: 2931.940918
	Iteration 17Q: 3 clusters Score -1225399 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1225458.125000 Penalty: 2931.940918
	Iteration 18Q: 3 clusters Score -1225458 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1225505.125000 Penalty: 2931.940918
	Iteration 19Q: 3 clusters Score -1225505 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1225526.875000 Penalty: 2931.940918
	Iteration 20F: 3 clusters Score -1225527 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1225551.750000 Penalty: 2931.940918
	Iteration 21Q: 3 clusters Score -1225552 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1225566.875000 Penalty: 2931.940918
	Iteration 22Q: 3 clusters Score -1225567 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1225583.250000 Penalty: 2931.940918
	Iteration 23Q: 3 clusters Score -1225583 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1225600.750000 Penalty: 2931.940918
	Iteration 24Q: 3 clusters Score -1225601 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1225615.125000 Penalty: 2931.940918
	Iteration 25Q: 3 clusters Score -1225615 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1225632.125000 Penalty: 2931.940918
	Iteration 26Q: 3 clusters Score -1225632 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1225647.125000 Penalty: 2931.940918
	Iteration 27Q: 3 clusters Score -1225647 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1225659.000000 Penalty: 2931.940918
	Iteration 28Q: 3 clusters Score -1225659 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1225669.375000 Penalty: 2931.940918
	Iteration 29Q: 3 clusters Score -1225669 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1225684.125000 Penalty: 2931.940918
	Iteration 30Q: 3 clusters Score -1225684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1225695.875000 Penalty: 2931.940918
	Iteration 31Q: 3 clusters Score -1225696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1225702.750000 Penalty: 2931.940918
	Iteration 32Q: 3 clusters Score -1225703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1225707.625000 Penalty: 2931.940918
	Iteration 33Q: 3 clusters Score -1225708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1225713.750000 Penalty: 2931.940918
	Iteration 34Q: 3 clusters Score -1225714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1225719.750000 Penalty: 2931.940918
	Iteration 35Q: 3 clusters Score -1225720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1225732.375000 Penalty: 2931.940918
	Iteration 36Q: 3 clusters Score -1225732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1225749.250000 Penalty: 2931.940918
	Iteration 37Q: 3 clusters Score -1225749 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1225760.000000 Penalty: 2931.940918
	Iteration 38Q: 3 clusters Score -1225760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1225782.125000 Penalty: 2931.940918
	Iteration 39Q: 3 clusters Score -1225782 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1225807.125000 Penalty: 2931.940918
	Iteration 40F: 3 clusters Score -1225807 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1225827.750000 Penalty: 2931.940918
	Iteration 41Q: 3 clusters Score -1225828 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1225850.250000 Penalty: 2931.940918
	Iteration 42Q: 3 clusters Score -1225850 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1225870.250000 Penalty: 2931.940918
	Iteration 43Q: 3 clusters Score -1225870 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1225897.750000 Penalty: 2931.940918
	Iteration 44Q: 3 clusters Score -1225898 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1225928.625000 Penalty: 2931.940918
	Iteration 45Q: 3 clusters Score -1225929 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1225954.750000 Penalty: 2931.940918
	Iteration 46Q: 3 clusters Score -1225955 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1225977.875000 Penalty: 2931.940918
	Iteration 47Q: 3 clusters Score -1225978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1225989.875000 Penalty: 2931.940918
	Iteration 48Q: 3 clusters Score -1225990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1225999.875000 Penalty: 2931.940918
	Iteration 49Q: 3 clusters Score -1226000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1226014.500000 Penalty: 2931.940918
	Iteration 50Q: 3 clusters Score -1226014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1226030.500000 Penalty: 2931.940918
	Iteration 51Q: 3 clusters Score -1226030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1226040.125000 Penalty: 2931.940918
	Iteration 52Q: 3 clusters Score -1226040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1226051.750000 Penalty: 2931.940918
	Iteration 53Q: 3 clusters Score -1226052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1226068.500000 Penalty: 2931.940918
	Iteration 54Q: 3 clusters Score -1226068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1226076.500000 Penalty: 2931.940918
	Iteration 55Q: 3 clusters Score -1226076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1226081.125000 Penalty: 2931.940918
	Iteration 56Q: 3 clusters Score -1226081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1226093.125000 Penalty: 2931.940918
	Iteration 57Q: 3 clusters Score -1226093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1226104.750000 Penalty: 2931.940918
	Iteration 58Q: 3 clusters Score -1226105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1226111.375000 Penalty: 2931.940918
	Iteration 59Q: 3 clusters Score -1226111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1226118.125000 Penalty: 2931.940918
	Iteration 60F: 3 clusters Score -1226118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1226129.250000 Penalty: 2931.940918
	Iteration 61Q: 3 clusters Score -1226129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1226136.875000 Penalty: 2931.940918
	Iteration 62Q: 3 clusters Score -1226137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1226145.125000 Penalty: 2931.940918
	Iteration 63Q: 3 clusters Score -1226145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1226148.250000 Penalty: 2931.940918
	Iteration 64Q: 3 clusters Score -1226148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1226157.250000 Penalty: 2931.940918
	Iteration 65Q: 3 clusters Score -1226157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1226159.750000 Penalty: 2931.940918
	Iteration 66Q: 3 clusters Score -1226160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1226164.375000 Penalty: 2931.940918
	Iteration 67Q: 3 clusters Score -1226164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1226166.125000 Penalty: 2931.940918
	Iteration 68Q: 3 clusters Score -1226166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1226167.875000 Penalty: 2931.940918
	Iteration 69Q: 3 clusters Score -1226168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1226168.375000 Penalty: 2931.940918
	Iteration 70Q: 3 clusters Score -1226168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1226169.375000 Penalty: 2931.940918
	Iteration 71Q: 3 clusters Score -1226169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1226171.000000 Penalty: 2931.940918
	Iteration 72Q: 3 clusters Score -1226171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1226172.500000 Penalty: 2931.940918
	Iteration 73Q: 3 clusters Score -1226172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1226170.875000 Penalty: 2931.940918
	Iteration 74Q: 3 clusters Score -1226171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1226175.250000 Penalty: 2931.940918
	Iteration 75Q: 3 clusters Score -1226175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1226176.250000 Penalty: 2931.940918
	Iteration 76Q: 3 clusters Score -1226176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1226176.250000 Penalty: 2931.940918
	Iteration 77F: 3 clusters Score -1226176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Entering Unmasked Estep 
Score: -626802.937500 Penalty: 1352.507446
	Iteration 0F: 2 clusters Score -626802.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -623375.687500 Penalty: 2705.014893
	Iteration 0F: 3 clusters Score -623375.7 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -624287.312500 Penalty: 2705.014893
	Iteration 1F: 3 clusters Score -624287.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -624460.125000 Penalty: 2705.014893
	Iteration 2F: 3 clusters Score -624460.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -624615.062500 Penalty: 2705.014893
	Iteration 3F: 3 clusters Score -624615.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -624733.375000 Penalty: 2705.014893
	Iteration 4F: 3 clusters Score -624733.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -624854.312500 Penalty: 2705.014893
	Iteration 5Q: 3 clusters Score -624854.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -624987.187500 Penalty: 2705.014893
	Iteration 6Q: 3 clusters Score -624987.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -625095.125000 Penalty: 2705.014893
	Iteration 7Q: 3 clusters Score -625095.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -625169.750000 Penalty: 2705.014893
	Iteration 8Q: 3 clusters Score -625169.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -625238.375000 Penalty: 2705.014893
	Iteration 9Q: 3 clusters Score -625238.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -625295.125000 Penalty: 2705.014893
	Iteration 10Q: 3 clusters Score -625295.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -625352.312500 Penalty: 2705.014893
	Iteration 11Q: 3 clusters Score -625352.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -625400.250000 Penalty: 2705.014893
	Iteration 12Q: 3 clusters Score -625400.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -625436.750000 Penalty: 2705.014893
	Iteration 13Q: 3 clusters Score -625436.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -625461.750000 Penalty: 2705.014893
	Iteration 14Q: 3 clusters Score -625461.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -625481.437500 Penalty: 2705.014893
	Iteration 15Q: 3 clusters Score -625481.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -625496.687500 Penalty: 2705.014893
	Iteration 16Q: 3 clusters Score -625496.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -625513.437500 Penalty: 2705.014893
	Iteration 17Q: 3 clusters Score -625513.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -625520.562500 Penalty: 2705.014893
	Iteration 18Q: 3 clusters Score -625520.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -625526.187500 Penalty: 2705.014893
	Iteration 19Q: 3 clusters Score -625526.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -625535.625000 Penalty: 2705.014893
	Iteration 20F: 3 clusters Score -625535.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -625545.812500 Penalty: 2705.014893
	Iteration 21Q: 3 clusters Score -625545.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -625554.750000 Penalty: 2705.014893
	Iteration 22Q: 3 clusters Score -625554.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -625560.500000 Penalty: 2705.014893
	Iteration 23Q: 3 clusters Score -625560.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -625561.625000 Penalty: 2705.014893
	Iteration 24Q: 3 clusters Score -625561.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -625564.000000 Penalty: 2705.014893
	Iteration 25Q: 3 clusters Score -625564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -625564.312500 Penalty: 2705.014893
	Iteration 26Q: 3 clusters Score -625564.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -625564.312500 Penalty: 2705.014893
	Iteration 27F: 3 clusters Score -625564.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -142954.421875 Penalty: 1130.438599
	Iteration 0F: 2 clusters Score -142954.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -141557.046875 Penalty: 2260.877197
	Iteration 0F: 3 clusters Score -141557 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -141939.031250 Penalty: 2260.877197
	Iteration 1F: 3 clusters Score -141939 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -142083.281250 Penalty: 2260.877197
	Iteration 2F: 3 clusters Score -142083.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -142131.187500 Penalty: 2260.877197
	Iteration 3Q: 3 clusters Score -142131.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -142161.312500 Penalty: 2260.877197
	Iteration 4Q: 3 clusters Score -142161.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -142180.296875 Penalty: 2260.877197
	Iteration 5Q: 3 clusters Score -142180.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -142189.750000 Penalty: 2260.877197
	Iteration 6Q: 3 clusters Score -142189.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -142196.828125 Penalty: 2260.877197
	Iteration 7Q: 3 clusters Score -142196.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -142203.484375 Penalty: 2260.877197
	Iteration 8Q: 3 clusters Score -142203.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -142205.843750 Penalty: 2260.877197
	Iteration 9Q: 3 clusters Score -142205.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -142210.234375 Penalty: 2260.877197
	Iteration 10Q: 3 clusters Score -142210.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -142214.093750 Penalty: 2260.877197
	Iteration 11Q: 3 clusters Score -142214.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -142218.484375 Penalty: 2260.877197
	Iteration 12Q: 3 clusters Score -142218.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -142220.250000 Penalty: 2260.877197
	Iteration 13Q: 3 clusters Score -142220.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -142221.421875 Penalty: 2260.877197
	Iteration 14Q: 3 clusters Score -142221.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -142221.828125 Penalty: 2260.877197
	Iteration 15Q: 3 clusters Score -142221.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -142221.828125 Penalty: 2260.877197
	Iteration 16F: 3 clusters Score -142221.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -99592.414062 Penalty: 1094.757202
	Iteration 0F: 2 clusters Score -99592.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -98311.640625 Penalty: 2189.514404
	Iteration 0F: 3 clusters Score -98311.64 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -98565.820312 Penalty: 2189.514404
	Iteration 1F: 3 clusters Score -98565.82 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -98692.367188 Penalty: 2189.514404
	Iteration 2F: 3 clusters Score -98692.37 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -98764.593750 Penalty: 2189.514404
	Iteration 3F: 3 clusters Score -98764.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -98805.195312 Penalty: 2189.514404
	Iteration 4Q: 3 clusters Score -98805.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -98847.320312 Penalty: 2189.514404
	Iteration 5Q: 3 clusters Score -98847.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98881.617188 Penalty: 2189.514404
	Iteration 6Q: 3 clusters Score -98881.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98903.757812 Penalty: 2189.514404
	Iteration 7Q: 3 clusters Score -98903.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -98924.585938 Penalty: 2189.514404
	Iteration 8Q: 3 clusters Score -98924.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -98958.585938 Penalty: 2189.514404
	Iteration 9Q: 3 clusters Score -98958.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -98980.523438 Penalty: 2189.514404
	Iteration 10Q: 3 clusters Score -98980.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -99001.281250 Penalty: 2189.514404
	Iteration 11Q: 3 clusters Score -99001.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -99026.507812 Penalty: 2189.514404
	Iteration 12Q: 3 clusters Score -99026.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -99048.718750 Penalty: 2189.514404
	Iteration 13Q: 3 clusters Score -99048.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -99069.765625 Penalty: 2189.514404
	Iteration 14Q: 3 clusters Score -99069.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -99092.632812 Penalty: 2189.514404
	Iteration 15Q: 3 clusters Score -99092.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -99123.039062 Penalty: 2189.514404
	Iteration 16Q: 3 clusters Score -99123.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -99178.070312 Penalty: 2189.514404
	Iteration 17Q: 3 clusters Score -99178.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99223.585938 Penalty: 2189.514404
	Iteration 18Q: 3 clusters Score -99223.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99241.898438 Penalty: 2189.514404
	Iteration 19Q: 3 clusters Score -99241.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99258.882812 Penalty: 2189.514404
	Iteration 20F: 3 clusters Score -99258.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -99270.070312 Penalty: 2189.514404
	Iteration 21Q: 3 clusters Score -99270.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -99284.500000 Penalty: 2189.514404
	Iteration 22Q: 3 clusters Score -99284.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99298.085938 Penalty: 2189.514404
	Iteration 23Q: 3 clusters Score -99298.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -99314.843750 Penalty: 2189.514404
	Iteration 24Q: 3 clusters Score -99314.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -99327.648438 Penalty: 2189.514404
	Iteration 25Q: 3 clusters Score -99327.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -99337.390625 Penalty: 2189.514404
	Iteration 26Q: 3 clusters Score -99337.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -99343.140625 Penalty: 2189.514404
	Iteration 27Q: 3 clusters Score -99343.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -99346.312500 Penalty: 2189.514404
	Iteration 28Q: 3 clusters Score -99346.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -99352.789062 Penalty: 2189.514404
	Iteration 29Q: 3 clusters Score -99352.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -99352.789062 Penalty: 2189.514404
	Iteration 30F: 3 clusters Score -99352.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Entering Unmasked Estep 
Score: -375719.250000 Penalty: 1303.026611
	Iteration 0F: 2 clusters Score -375719.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -372989.031250 Penalty: 2606.053223
	Iteration 0F: 3 clusters Score -372989 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -373817.187500 Penalty: 2606.053223
	Iteration 1F: 3 clusters Score -373817.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -374120.125000 Penalty: 2606.053223
	Iteration 2F: 3 clusters Score -374120.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -374273.468750 Penalty: 2606.053223
	Iteration 3F: 3 clusters Score -374273.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -374387.937500 Penalty: 2606.053223
	Iteration 4Q: 3 clusters Score -374387.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -374488.250000 Penalty: 2606.053223
	Iteration 5Q: 3 clusters Score -374488.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -374580.343750 Penalty: 2606.053223
	Iteration 6Q: 3 clusters Score -374580.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -374666.500000 Penalty: 2606.053223
	Iteration 7Q: 3 clusters Score -374666.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -374746.906250 Penalty: 2606.053223
	Iteration 8Q: 3 clusters Score -374746.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -374831.187500 Penalty: 2606.053223
	Iteration 9Q: 3 clusters Score -374831.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -374950.937500 Penalty: 2606.053223
	Iteration 10Q: 3 clusters Score -374950.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -375081.531250 Penalty: 2606.053223
	Iteration 11Q: 3 clusters Score -375081.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -375189.218750 Penalty: 2606.053223
	Iteration 12Q: 3 clusters Score -375189.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -375264.937500 Penalty: 2606.053223
	Iteration 13Q: 3 clusters Score -375264.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -375304.062500 Penalty: 2606.053223
	Iteration 14Q: 3 clusters Score -375304.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -375332.312500 Penalty: 2606.053223
	Iteration 15Q: 3 clusters Score -375332.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -375352.593750 Penalty: 2606.053223
	Iteration 16Q: 3 clusters Score -375352.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -375375.312500 Penalty: 2606.053223
	Iteration 17Q: 3 clusters Score -375375.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -375400.093750 Penalty: 2606.053223
	Iteration 18Q: 3 clusters Score -375400.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -375428.593750 Penalty: 2606.053223
	Iteration 19Q: 3 clusters Score -375428.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -375470.312500 Penalty: 2606.053223
	Iteration 20F: 3 clusters Score -375470.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -375518.656250 Penalty: 2606.053223
	Iteration 21Q: 3 clusters Score -375518.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -375560.812500 Penalty: 2606.053223
	Iteration 22Q: 3 clusters Score -375560.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -375602.656250 Penalty: 2606.053223
	Iteration 23Q: 3 clusters Score -375602.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -375633.718750 Penalty: 2606.053223
	Iteration 24Q: 3 clusters Score -375633.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -375661.656250 Penalty: 2606.053223
	Iteration 25Q: 3 clusters Score -375661.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -375683.375000 Penalty: 2606.053223
	Iteration 26Q: 3 clusters Score -375683.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -375700.812500 Penalty: 2606.053223
	Iteration 27Q: 3 clusters Score -375700.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -375710.375000 Penalty: 2606.053223
	Iteration 28Q: 3 clusters Score -375710.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -375713.062500 Penalty: 2606.053223
	Iteration 29Q: 3 clusters Score -375713.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -375715.000000 Penalty: 2606.053223
	Iteration 30Q: 3 clusters Score -375715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -375716.593750 Penalty: 2606.053223
	Iteration 31Q: 3 clusters Score -375716.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -375718.031250 Penalty: 2606.053223
	Iteration 32Q: 3 clusters Score -375718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -375719.062500 Penalty: 2606.053223
	Iteration 33Q: 3 clusters Score -375719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -375719.312500 Penalty: 2606.053223
	Iteration 34Q: 3 clusters Score -375719.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -375720.312500 Penalty: 2606.053223
	Iteration 35Q: 3 clusters Score -375720.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -375720.312500 Penalty: 2606.053223
	Iteration 36Q: 3 clusters Score -375720.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -375720.250000 Penalty: 2606.053223
	Iteration 37Q: 3 clusters Score -375720.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -375720.250000 Penalty: 2606.053223
	Iteration 38F: 3 clusters Score -375720.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 14477 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8278 members 
Mstep: Class 13 contains 4118 members 
Mstep: Class 14 contains 1050 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 26845 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14120 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9468 members 
Mstep: Class 29 contains 14788 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 14060 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6924 members 
Mstep: Class 37 contains 9629 members 
Mstep: Class 38 contains 20418 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28979 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14670 members 
Mstep: Class 46 contains 14263 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20298 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13228 members 
Mstep: Class 56 contains 11840 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6706 members 
Mstep: Class 62 contains 19013 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14019 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8757 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20756 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16315 members 
Mstep: Class 77 contains 11960 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4121 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12459 members 
Mstep: Class 84 contains 3726 members 
Mstep: Class 85 contains 19162 members 
Mstep: Class 86 contains 1772 members 
Entering Unmasked Estep 
Score: -85932008.000000 Penalty: 185964.312500
Splitting cluster 16 changes total score from -85932704.000000 to -85932008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (26845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Entering Unmasked Estep 
Score: -4104346.250000 Penalty: 1657.148193
	Iteration 0F: 2 clusters Score -4104346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -4089526.750000 Penalty: 3314.296387
	Iteration 0F: 3 clusters Score -4089527 nChanged 12356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -4096546.750000 Penalty: 3314.296387
	Iteration 1F: 3 clusters Score -4096547 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -4097055.750000 Penalty: 3314.296387
	Iteration 2F: 3 clusters Score -4097056 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -4097628.750000 Penalty: 3314.296387
	Iteration 3F: 3 clusters Score -4097629 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -4098234.250000 Penalty: 3314.296387
	Iteration 4F: 3 clusters Score -4098234 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -4099007.000000 Penalty: 3314.296387
	Iteration 5F: 3 clusters Score -4099007 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -4099866.500000 Penalty: 3314.296387
	Iteration 6F: 3 clusters Score -4099866 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -4100765.500000 Penalty: 3314.296387
	Iteration 7F: 3 clusters Score -4100766 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -4101536.000000 Penalty: 3314.296387
	Iteration 8Q: 3 clusters Score -4101536 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -4102065.000000 Penalty: 3314.296387
	Iteration 9Q: 3 clusters Score -4102065 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -4102420.500000 Penalty: 3314.296387
	Iteration 10Q: 3 clusters Score -4102420 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -4102573.500000 Penalty: 3314.296387
	Iteration 11Q: 3 clusters Score -4102574 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -4102614.500000 Penalty: 3314.296387
	Iteration 12Q: 3 clusters Score -4102614 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -4102654.750000 Penalty: 3314.296387
	Iteration 13Q: 3 clusters Score -4102655 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -4102650.750000 Penalty: 3314.296387
	Iteration 14Q: 3 clusters Score -4102651 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -4102663.500000 Penalty: 3314.296387
	Iteration 15Q: 3 clusters Score -4102664 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -4102705.500000 Penalty: 3314.296387
	Iteration 16Q: 3 clusters Score -4102706 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -4102719.750000 Penalty: 3314.296387
	Iteration 17Q: 3 clusters Score -4102720 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -4102734.500000 Penalty: 3314.296387
	Iteration 18Q: 3 clusters Score -4102734 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -4102738.750000 Penalty: 3314.296387
	Iteration 19Q: 3 clusters Score -4102739 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -4102748.500000 Penalty: 3314.296387
	Iteration 20F: 3 clusters Score -4102748 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -4102770.750000 Penalty: 3314.296387
	Iteration 21Q: 3 clusters Score -4102771 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -4102770.750000 Penalty: 3314.296387
	Iteration 22Q: 3 clusters Score -4102771 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -4102790.500000 Penalty: 3314.296387
	Iteration 23Q: 3 clusters Score -4102790 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -4102785.250000 Penalty: 3314.296387
	Iteration 24Q: 3 clusters Score -4102785 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -4102788.250000 Penalty: 3314.296387
	Iteration 25Q: 3 clusters Score -4102788 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -4102801.750000 Penalty: 3314.296387
	Iteration 26Q: 3 clusters Score -4102802 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -4102790.750000 Penalty: 3314.296387
	Iteration 27Q: 3 clusters Score -4102791 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -4102788.250000 Penalty: 3314.296387
	Iteration 28Q: 3 clusters Score -4102788 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -4102791.000000 Penalty: 3314.296387
	Iteration 29Q: 3 clusters Score -4102791 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -4102756.750000 Penalty: 3314.296387
	Iteration 30Q: 3 clusters Score -4102757 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -4102764.500000 Penalty: 3314.296387
	Iteration 31Q: 3 clusters Score -4102764 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -4102761.500000 Penalty: 3314.296387
	Iteration 32Q: 3 clusters Score -4102762 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -4102752.250000 Penalty: 3314.296387
	Iteration 33Q: 3 clusters Score -4102752 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -4102752.000000 Penalty: 3314.296387
	Iteration 34Q: 3 clusters Score -4102752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -4102754.500000 Penalty: 3314.296387
	Iteration 35Q: 3 clusters Score -4102754 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -4102760.500000 Penalty: 3314.296387
	Iteration 36Q: 3 clusters Score -4102760 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -4102773.000000 Penalty: 3314.296387
	Iteration 37Q: 3 clusters Score -4102773 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -4102766.250000 Penalty: 3314.296387
	Iteration 38Q: 3 clusters Score -4102766 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -4102763.250000 Penalty: 3314.296387
	Iteration 39Q: 3 clusters Score -4102763 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -4102766.250000 Penalty: 3314.296387
	Iteration 40F: 3 clusters Score -4102766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -4102774.250000 Penalty: 3314.296387
	Iteration 41Q: 3 clusters Score -4102774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -4102770.750000 Penalty: 3314.296387
	Iteration 42Q: 3 clusters Score -4102771 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -4102774.000000 Penalty: 3314.296387
	Iteration 43Q: 3 clusters Score -4102774 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -4102767.500000 Penalty: 3314.296387
	Iteration 44Q: 3 clusters Score -4102768 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -4102774.750000 Penalty: 3314.296387
	Iteration 45Q: 3 clusters Score -4102775 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -4102764.500000 Penalty: 3314.296387
	Iteration 46Q: 3 clusters Score -4102764 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -4102769.250000 Penalty: 3314.296387
	Iteration 47Q: 3 clusters Score -4102769 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -4102776.500000 Penalty: 3314.296387
	Iteration 48Q: 3 clusters Score -4102776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -4102790.750000 Penalty: 3314.296387
	Iteration 49Q: 3 clusters Score -4102791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -4102792.500000 Penalty: 3314.296387
	Iteration 50Q: 3 clusters Score -4102792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -4102787.750000 Penalty: 3314.296387
	Iteration 51Q: 3 clusters Score -4102788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -4102790.500000 Penalty: 3314.296387
	Iteration 52Q: 3 clusters Score -4102790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -4102791.250000 Penalty: 3314.296387
	Iteration 53Q: 3 clusters Score -4102791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -4102784.250000 Penalty: 3314.296387
	Iteration 54Q: 3 clusters Score -4102784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -4102776.000000 Penalty: 3314.296387
	Iteration 55Q: 3 clusters Score -4102776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -4102773.250000 Penalty: 3314.296387
	Iteration 56Q: 3 clusters Score -4102773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -4102780.500000 Penalty: 3314.296387
	Iteration 57Q: 3 clusters Score -4102780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -4102778.250000 Penalty: 3314.296387
	Iteration 58Q: 3 clusters Score -4102778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -4102777.500000 Penalty: 3314.296387
	Iteration 59Q: 3 clusters Score -4102778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -4102787.000000 Penalty: 3314.296387
	Iteration 60F: 3 clusters Score -4102787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -4102787.500000 Penalty: 3314.296387
	Iteration 61Q: 3 clusters Score -4102788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4102785.250000 Penalty: 3314.296387
	Iteration 62Q: 3 clusters Score -4102785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -4102776.250000 Penalty: 3314.296387
	Iteration 63Q: 3 clusters Score -4102776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -4102771.250000 Penalty: 3314.296387
	Iteration 64Q: 3 clusters Score -4102771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -4102770.250000 Penalty: 3314.296387
	Iteration 65Q: 3 clusters Score -4102770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -4102770.000000 Penalty: 3314.296387
	Iteration 66Q: 3 clusters Score -4102770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -4102768.250000 Penalty: 3314.296387
	Iteration 67Q: 3 clusters Score -4102768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -4102772.000000 Penalty: 3314.296387
	Iteration 68Q: 3 clusters Score -4102772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -4102772.500000 Penalty: 3314.296387
	Iteration 69Q: 3 clusters Score -4102772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -4102771.500000 Penalty: 3314.296387
	Iteration 70Q: 3 clusters Score -4102772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -4102783.000000 Penalty: 3314.296387
	Iteration 71Q: 3 clusters Score -4102783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -4102782.500000 Penalty: 3314.296387
	Iteration 72Q: 3 clusters Score -4102782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -4102786.250000 Penalty: 3314.296387
	Iteration 73Q: 3 clusters Score -4102786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -4102790.750000 Penalty: 3314.296387
	Iteration 74Q: 3 clusters Score -4102791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -4102787.750000 Penalty: 3314.296387
	Iteration 75Q: 3 clusters Score -4102788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -4102794.500000 Penalty: 3314.296387
	Iteration 76Q: 3 clusters Score -4102794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -4102795.500000 Penalty: 3314.296387
	Iteration 77Q: 3 clusters Score -4102796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -4102795.250000 Penalty: 3314.296387
	Iteration 78Q: 3 clusters Score -4102795 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -4102799.000000 Penalty: 3314.296387
	Iteration 79Q: 3 clusters Score -4102799 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -4102801.000000 Penalty: 3314.296387
	Iteration 80F: 3 clusters Score -4102801 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -4102796.500000 Penalty: 3314.296387
	Iteration 81Q: 3 clusters Score -4102796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -4102794.750000 Penalty: 3314.296387
	Iteration 82Q: 3 clusters Score -4102795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -4102798.500000 Penalty: 3314.296387
	Iteration 83Q: 3 clusters Score -4102798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -4102798.250000 Penalty: 3314.296387
	Iteration 84Q: 3 clusters Score -4102798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -4102791.750000 Penalty: 3314.296387
	Iteration 85Q: 3 clusters Score -4102792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -4102790.750000 Penalty: 3314.296387
	Iteration 86Q: 3 clusters Score -4102791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -4102787.500000 Penalty: 3314.296387
	Iteration 87Q: 3 clusters Score -4102788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -4102780.250000 Penalty: 3314.296387
	Iteration 88Q: 3 clusters Score -4102780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -4102779.500000 Penalty: 3314.296387
	Iteration 89Q: 3 clusters Score -4102780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -4102779.750000 Penalty: 3314.296387
	Iteration 90Q: 3 clusters Score -4102780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -4102773.750000 Penalty: 3314.296387
	Iteration 91Q: 3 clusters Score -4102774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -4102782.750000 Penalty: 3314.296387
	Iteration 92Q: 3 clusters Score -4102783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -4102781.250000 Penalty: 3314.296387
	Iteration 93Q: 3 clusters Score -4102781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -4102772.750000 Penalty: 3314.296387
	Iteration 94Q: 3 clusters Score -4102773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -4102777.500000 Penalty: 3314.296387
	Iteration 95Q: 3 clusters Score -4102778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -4102779.000000 Penalty: 3314.296387
	Iteration 96Q: 3 clusters Score -4102779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -4102776.250000 Penalty: 3314.296387
	Iteration 97Q: 3 clusters Score -4102776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -4102767.250000 Penalty: 3314.296387
	Iteration 98Q: 3 clusters Score -4102767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -4102770.000000 Penalty: 3314.296387
	Iteration 99Q: 3 clusters Score -4102770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -4102765.000000 Penalty: 3314.296387
	Iteration 100F: 3 clusters Score -4102765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -4102763.500000 Penalty: 3314.296387
	Iteration 101Q: 3 clusters Score -4102764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -4102764.500000 Penalty: 3314.296387
	Iteration 102Q: 3 clusters Score -4102764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -4102758.250000 Penalty: 3314.296387
	Iteration 103Q: 3 clusters Score -4102758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -4102752.250000 Penalty: 3314.296387
	Iteration 104Q: 3 clusters Score -4102752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -4102762.500000 Penalty: 3314.296387
	Iteration 105Q: 3 clusters Score -4102762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -4102768.750000 Penalty: 3314.296387
	Iteration 106Q: 3 clusters Score -4102769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -4102773.750000 Penalty: 3314.296387
	Iteration 107Q: 3 clusters Score -4102774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -4102770.500000 Penalty: 3314.296387
	Iteration 108Q: 3 clusters Score -4102770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -4102767.500000 Penalty: 3314.296387
	Iteration 109Q: 3 clusters Score -4102768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -4102775.500000 Penalty: 3314.296387
	Iteration 110Q: 3 clusters Score -4102776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -4102767.000000 Penalty: 3314.296387
	Iteration 111Q: 3 clusters Score -4102767 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -4102762.250000 Penalty: 3314.296387
	Iteration 112Q: 3 clusters Score -4102762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -4102764.750000 Penalty: 3314.296387
	Iteration 113Q: 3 clusters Score -4102765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -4102766.750000 Penalty: 3314.296387
	Iteration 114Q: 3 clusters Score -4102767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -4102769.250000 Penalty: 3314.296387
	Iteration 115Q: 3 clusters Score -4102769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -4102769.750000 Penalty: 3314.296387
	Iteration 116Q: 3 clusters Score -4102770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -4102778.000000 Penalty: 3314.296387
	Iteration 117Q: 3 clusters Score -4102778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -4102786.750000 Penalty: 3314.296387
	Iteration 118Q: 3 clusters Score -4102787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -4102784.500000 Penalty: 3314.296387
	Iteration 119Q: 3 clusters Score -4102784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -4102788.000000 Penalty: 3314.296387
	Iteration 120F: 3 clusters Score -4102788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -4102784.750000 Penalty: 3314.296387
	Iteration 121Q: 3 clusters Score -4102785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -4102785.500000 Penalty: 3314.296387
	Iteration 122Q: 3 clusters Score -4102786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -4102780.000000 Penalty: 3314.296387
	Iteration 123Q: 3 clusters Score -4102780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -4102781.500000 Penalty: 3314.296387
	Iteration 124Q: 3 clusters Score -4102782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -4102783.000000 Penalty: 3314.296387
	Iteration 125Q: 3 clusters Score -4102783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -4102781.750000 Penalty: 3314.296387
	Iteration 126Q: 3 clusters Score -4102782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -4102784.500000 Penalty: 3314.296387
	Iteration 127Q: 3 clusters Score -4102784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -4102790.750000 Penalty: 3314.296387
	Iteration 128Q: 3 clusters Score -4102791 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -4102779.000000 Penalty: 3314.296387
	Iteration 129Q: 3 clusters Score -4102779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -4102784.750000 Penalty: 3314.296387
	Iteration 130Q: 3 clusters Score -4102785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -4102778.500000 Penalty: 3314.296387
	Iteration 131Q: 3 clusters Score -4102778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -4102785.250000 Penalty: 3314.296387
	Iteration 132Q: 3 clusters Score -4102785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -4102783.250000 Penalty: 3314.296387
	Iteration 133Q: 3 clusters Score -4102783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -4102787.500000 Penalty: 3314.296387
	Iteration 134Q: 3 clusters Score -4102788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -4102784.000000 Penalty: 3314.296387
	Iteration 135Q: 3 clusters Score -4102784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -4102787.000000 Penalty: 3314.296387
	Iteration 136Q: 3 clusters Score -4102787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -4102791.000000 Penalty: 3314.296387
	Iteration 137Q: 3 clusters Score -4102791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -4102785.250000 Penalty: 3314.296387
	Iteration 138Q: 3 clusters Score -4102785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -4102776.000000 Penalty: 3314.296387
	Iteration 139Q: 3 clusters Score -4102776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -4102779.250000 Penalty: 3314.296387
	Iteration 140F: 3 clusters Score -4102779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -4102782.750000 Penalty: 3314.296387
	Iteration 141Q: 3 clusters Score -4102783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -4102779.750000 Penalty: 3314.296387
	Iteration 142Q: 3 clusters Score -4102780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -4102786.000000 Penalty: 3314.296387
	Iteration 143Q: 3 clusters Score -4102786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -4102778.500000 Penalty: 3314.296387
	Iteration 144Q: 3 clusters Score -4102778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -4102776.000000 Penalty: 3314.296387
	Iteration 145Q: 3 clusters Score -4102776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -4102778.250000 Penalty: 3314.296387
	Iteration 146Q: 3 clusters Score -4102778 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -4102779.750000 Penalty: 3314.296387
	Iteration 147Q: 3 clusters Score -4102780 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -4102801.500000 Penalty: 3314.296387
	Iteration 148Q: 3 clusters Score -4102802 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -4102802.000000 Penalty: 3314.296387
	Iteration 149Q: 3 clusters Score -4102802 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -4102827.500000 Penalty: 3314.296387
	Iteration 150Q: 3 clusters Score -4102828 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -4102829.750000 Penalty: 3314.296387
	Iteration 151Q: 3 clusters Score -4102830 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -4102851.500000 Penalty: 3314.296387
	Iteration 152Q: 3 clusters Score -4102852 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -4102876.000000 Penalty: 3314.296387
	Iteration 153Q: 3 clusters Score -4102876 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -4102898.750000 Penalty: 3314.296387
	Iteration 154Q: 3 clusters Score -4102899 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -4102929.250000 Penalty: 3314.296387
	Iteration 155Q: 3 clusters Score -4102929 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -4102952.500000 Penalty: 3314.296387
	Iteration 156Q: 3 clusters Score -4102952 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -4102997.000000 Penalty: 3314.296387
	Iteration 157Q: 3 clusters Score -4102997 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -4103026.750000 Penalty: 3314.296387
	Iteration 158Q: 3 clusters Score -4103027 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -4103038.250000 Penalty: 3314.296387
	Iteration 159Q: 3 clusters Score -4103038 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -4103061.750000 Penalty: 3314.296387
	Iteration 160F: 3 clusters Score -4103062 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -4103077.000000 Penalty: 3314.296387
	Iteration 161Q: 3 clusters Score -4103077 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -4103074.750000 Penalty: 3314.296387
	Iteration 162Q: 3 clusters Score -4103075 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -4103073.500000 Penalty: 3314.296387
	Iteration 163Q: 3 clusters Score -4103074 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -4103085.750000 Penalty: 3314.296387
	Iteration 164Q: 3 clusters Score -4103086 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -4103109.250000 Penalty: 3314.296387
	Iteration 165Q: 3 clusters Score -4103109 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -4103144.250000 Penalty: 3314.296387
	Iteration 166Q: 3 clusters Score -4103144 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -4103156.000000 Penalty: 3314.296387
	Iteration 167Q: 3 clusters Score -4103156 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -4103186.250000 Penalty: 3314.296387
	Iteration 168Q: 3 clusters Score -4103186 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -4103199.750000 Penalty: 3314.296387
	Iteration 169Q: 3 clusters Score -4103200 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -4103226.500000 Penalty: 3314.296387
	Iteration 170Q: 3 clusters Score -4103226 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -4103245.000000 Penalty: 3314.296387
	Iteration 171Q: 3 clusters Score -4103245 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -4103262.750000 Penalty: 3314.296387
	Iteration 172Q: 3 clusters Score -4103263 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -4103293.750000 Penalty: 3314.296387
	Iteration 173Q: 3 clusters Score -4103294 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -4103321.250000 Penalty: 3314.296387
	Iteration 174Q: 3 clusters Score -4103321 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -4103358.500000 Penalty: 3314.296387
	Iteration 175Q: 3 clusters Score -4103358 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -4103403.250000 Penalty: 3314.296387
	Iteration 176Q: 3 clusters Score -4103403 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -4103438.500000 Penalty: 3314.296387
	Iteration 177Q: 3 clusters Score -4103438 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -4103471.250000 Penalty: 3314.296387
	Iteration 178Q: 3 clusters Score -4103471 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -4103496.750000 Penalty: 3314.296387
	Iteration 179Q: 3 clusters Score -4103497 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -4103509.750000 Penalty: 3314.296387
	Iteration 180F: 3 clusters Score -4103510 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -4103550.500000 Penalty: 3314.296387
	Iteration 181Q: 3 clusters Score -4103550 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -4103595.000000 Penalty: 3314.296387
	Iteration 182Q: 3 clusters Score -4103595 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -4103633.250000 Penalty: 3314.296387
	Iteration 183Q: 3 clusters Score -4103633 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -4103658.500000 Penalty: 3314.296387
	Iteration 184Q: 3 clusters Score -4103658 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -4103686.500000 Penalty: 3314.296387
	Iteration 185Q: 3 clusters Score -4103686 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -4103727.750000 Penalty: 3314.296387
	Iteration 186Q: 3 clusters Score -4103728 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -4103768.000000 Penalty: 3314.296387
	Iteration 187Q: 3 clusters Score -4103768 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -4103798.000000 Penalty: 3314.296387
	Iteration 188Q: 3 clusters Score -4103798 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -4103842.000000 Penalty: 3314.296387
	Iteration 189Q: 3 clusters Score -4103842 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -4103898.750000 Penalty: 3314.296387
	Iteration 190Q: 3 clusters Score -4103899 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -4103951.250000 Penalty: 3314.296387
	Iteration 191Q: 3 clusters Score -4103951 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -4104037.000000 Penalty: 3314.296387
	Iteration 192Q: 3 clusters Score -4104037 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -4104073.250000 Penalty: 3314.296387
	Iteration 193Q: 3 clusters Score -4104073 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -4104122.000000 Penalty: 3314.296387
	Iteration 194Q: 3 clusters Score -4104122 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -4104166.000000 Penalty: 3314.296387
	Iteration 195Q: 3 clusters Score -4104166 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -4104210.000000 Penalty: 3314.296387
	Iteration 196Q: 3 clusters Score -4104210 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -4104250.500000 Penalty: 3314.296387
	Iteration 197Q: 3 clusters Score -4104250 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -4104276.250000 Penalty: 3314.296387
	Iteration 198Q: 3 clusters Score -4104276 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -4104325.250000 Penalty: 3314.296387
	Iteration 199Q: 3 clusters Score -4104325 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -4104361.250000 Penalty: 3314.296387
	Iteration 200F: 3 clusters Score -4104361 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -4104419.500000 Penalty: 3314.296387
	Iteration 201Q: 3 clusters Score -4104420 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -4104437.250000 Penalty: 3314.296387
	Iteration 202Q: 3 clusters Score -4104437 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -4104464.750000 Penalty: 3314.296387
	Iteration 203Q: 3 clusters Score -4104465 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -4104477.750000 Penalty: 3314.296387
	Iteration 204Q: 3 clusters Score -4104478 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -4104514.000000 Penalty: 3314.296387
	Iteration 205Q: 3 clusters Score -4104514 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -4104529.500000 Penalty: 3314.296387
	Iteration 206Q: 3 clusters Score -4104530 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -4104557.750000 Penalty: 3314.296387
	Iteration 207Q: 3 clusters Score -4104558 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -4104576.750000 Penalty: 3314.296387
	Iteration 208Q: 3 clusters Score -4104577 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -4104611.250000 Penalty: 3314.296387
	Iteration 209Q: 3 clusters Score -4104611 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -4104636.000000 Penalty: 3314.296387
	Iteration 210Q: 3 clusters Score -4104636 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -4104645.750000 Penalty: 3314.296387
	Iteration 211Q: 3 clusters Score -4104646 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -4104655.250000 Penalty: 3314.296387
	Iteration 212Q: 3 clusters Score -4104655 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -4104671.750000 Penalty: 3314.296387
	Iteration 213Q: 3 clusters Score -4104672 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -4104677.000000 Penalty: 3314.296387
	Iteration 214Q: 3 clusters Score -4104677 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -4104672.000000 Penalty: 3314.296387
	Iteration 215Q: 3 clusters Score -4104672 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -4104687.000000 Penalty: 3314.296387
	Iteration 216Q: 3 clusters Score -4104687 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -4104703.250000 Penalty: 3314.296387
	Iteration 217Q: 3 clusters Score -4104703 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -4104706.500000 Penalty: 3314.296387
	Iteration 218Q: 3 clusters Score -4104706 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -4104721.000000 Penalty: 3314.296387
	Iteration 219Q: 3 clusters Score -4104721 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -4104730.250000 Penalty: 3314.296387
	Iteration 220F: 3 clusters Score -4104730 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -4104731.250000 Penalty: 3314.296387
	Iteration 221Q: 3 clusters Score -4104731 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -4104736.250000 Penalty: 3314.296387
	Iteration 222Q: 3 clusters Score -4104736 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -4104751.750000 Penalty: 3314.296387
	Iteration 223Q: 3 clusters Score -4104752 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -4104757.000000 Penalty: 3314.296387
	Iteration 224Q: 3 clusters Score -4104757 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -4104766.000000 Penalty: 3314.296387
	Iteration 225Q: 3 clusters Score -4104766 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -4104770.500000 Penalty: 3314.296387
	Iteration 226Q: 3 clusters Score -4104770 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -4104782.250000 Penalty: 3314.296387
	Iteration 227Q: 3 clusters Score -4104782 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -4104789.000000 Penalty: 3314.296387
	Iteration 228Q: 3 clusters Score -4104789 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -4104783.500000 Penalty: 3314.296387
	Iteration 229Q: 3 clusters Score -4104784 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -4104783.250000 Penalty: 3314.296387
	Iteration 230Q: 3 clusters Score -4104783 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -4104791.250000 Penalty: 3314.296387
	Iteration 231Q: 3 clusters Score -4104791 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -4104798.000000 Penalty: 3314.296387
	Iteration 232Q: 3 clusters Score -4104798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -4104802.500000 Penalty: 3314.296387
	Iteration 233Q: 3 clusters Score -4104802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -4104796.250000 Penalty: 3314.296387
	Iteration 234Q: 3 clusters Score -4104796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -4104804.250000 Penalty: 3314.296387
	Iteration 235Q: 3 clusters Score -4104804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -4104802.250000 Penalty: 3314.296387
	Iteration 236Q: 3 clusters Score -4104802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -4104800.000000 Penalty: 3314.296387
	Iteration 237Q: 3 clusters Score -4104800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -4104806.000000 Penalty: 3314.296387
	Iteration 238Q: 3 clusters Score -4104806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -4104802.500000 Penalty: 3314.296387
	Iteration 239Q: 3 clusters Score -4104802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -4104818.000000 Penalty: 3314.296387
	Iteration 240F: 3 clusters Score -4104818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -4104811.000000 Penalty: 3314.296387
	Iteration 241Q: 3 clusters Score -4104811 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -4104809.000000 Penalty: 3314.296387
	Iteration 242Q: 3 clusters Score -4104809 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -4104816.750000 Penalty: 3314.296387
	Iteration 243Q: 3 clusters Score -4104817 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -4104823.250000 Penalty: 3314.296387
	Iteration 244Q: 3 clusters Score -4104823 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -4104832.500000 Penalty: 3314.296387
	Iteration 245Q: 3 clusters Score -4104832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -4104832.500000 Penalty: 3314.296387
	Iteration 246Q: 3 clusters Score -4104832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -4104843.500000 Penalty: 3314.296387
	Iteration 247Q: 3 clusters Score -4104844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -4104835.250000 Penalty: 3314.296387
	Iteration 248Q: 3 clusters Score -4104835 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -4104829.000000 Penalty: 3314.296387
	Iteration 249Q: 3 clusters Score -4104829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -4104829.500000 Penalty: 3314.296387
	Iteration 250Q: 3 clusters Score -4104830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -4104833.250000 Penalty: 3314.296387
	Iteration 251Q: 3 clusters Score -4104833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -4104833.000000 Penalty: 3314.296387
	Iteration 252Q: 3 clusters Score -4104833 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -4104834.000000 Penalty: 3314.296387
	Iteration 253Q: 3 clusters Score -4104834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -4104836.500000 Penalty: 3314.296387
	Iteration 254Q: 3 clusters Score -4104836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -4104831.750000 Penalty: 3314.296387
	Iteration 255Q: 3 clusters Score -4104832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -4104835.250000 Penalty: 3314.296387
	Iteration 256Q: 3 clusters Score -4104835 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -4104836.000000 Penalty: 3314.296387
	Iteration 257Q: 3 clusters Score -4104836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -4104842.750000 Penalty: 3314.296387
	Iteration 258Q: 3 clusters Score -4104843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -4104847.250000 Penalty: 3314.296387
	Iteration 259Q: 3 clusters Score -4104847 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -4104846.500000 Penalty: 3314.296387
	Iteration 260F: 3 clusters Score -4104846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -4104848.750000 Penalty: 3314.296387
	Iteration 261Q: 3 clusters Score -4104849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -4104851.250000 Penalty: 3314.296387
	Iteration 262Q: 3 clusters Score -4104851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -4104858.500000 Penalty: 3314.296387
	Iteration 263Q: 3 clusters Score -4104858 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -4104865.750000 Penalty: 3314.296387
	Iteration 264Q: 3 clusters Score -4104866 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -4104870.500000 Penalty: 3314.296387
	Iteration 265Q: 3 clusters Score -4104870 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -4104872.000000 Penalty: 3314.296387
	Iteration 266Q: 3 clusters Score -4104872 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -4104874.500000 Penalty: 3314.296387
	Iteration 267Q: 3 clusters Score -4104874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -4104865.000000 Penalty: 3314.296387
	Iteration 268Q: 3 clusters Score -4104865 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -4104863.750000 Penalty: 3314.296387
	Iteration 269Q: 3 clusters Score -4104864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -4104868.750000 Penalty: 3314.296387
	Iteration 270Q: 3 clusters Score -4104869 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -4104869.000000 Penalty: 3314.296387
	Iteration 271Q: 3 clusters Score -4104869 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -4104862.000000 Penalty: 3314.296387
	Iteration 272Q: 3 clusters Score -4104862 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -4104865.750000 Penalty: 3314.296387
	Iteration 273Q: 3 clusters Score -4104866 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -4104854.750000 Penalty: 3314.296387
	Iteration 274Q: 3 clusters Score -4104855 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -4104862.500000 Penalty: 3314.296387
	Iteration 275Q: 3 clusters Score -4104862 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -4104866.000000 Penalty: 3314.296387
	Iteration 276Q: 3 clusters Score -4104866 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -4104864.750000 Penalty: 3314.296387
	Iteration 277Q: 3 clusters Score -4104865 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -4104873.500000 Penalty: 3314.296387
	Iteration 278Q: 3 clusters Score -4104874 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -4104878.750000 Penalty: 3314.296387
	Iteration 279Q: 3 clusters Score -4104879 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -4104881.750000 Penalty: 3314.296387
	Iteration 280F: 3 clusters Score -4104882 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -4104879.500000 Penalty: 3314.296387
	Iteration 281Q: 3 clusters Score -4104880 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -4104872.500000 Penalty: 3314.296387
	Iteration 282Q: 3 clusters Score -4104872 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -4104885.250000 Penalty: 3314.296387
	Iteration 283Q: 3 clusters Score -4104885 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -4104886.250000 Penalty: 3314.296387
	Iteration 284Q: 3 clusters Score -4104886 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -4104892.500000 Penalty: 3314.296387
	Iteration 285Q: 3 clusters Score -4104892 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -4104908.500000 Penalty: 3314.296387
	Iteration 286Q: 3 clusters Score -4104908 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -4104900.750000 Penalty: 3314.296387
	Iteration 287Q: 3 clusters Score -4104901 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -4104897.500000 Penalty: 3314.296387
	Iteration 288Q: 3 clusters Score -4104898 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -4104879.750000 Penalty: 3314.296387
	Iteration 289Q: 3 clusters Score -4104880 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -4104876.750000 Penalty: 3314.296387
	Iteration 290Q: 3 clusters Score -4104877 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -4104872.000000 Penalty: 3314.296387
	Iteration 291Q: 3 clusters Score -4104872 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -4104872.250000 Penalty: 3314.296387
	Iteration 292Q: 3 clusters Score -4104872 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -4104878.750000 Penalty: 3314.296387
	Iteration 293Q: 3 clusters Score -4104879 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -4104887.500000 Penalty: 3314.296387
	Iteration 294Q: 3 clusters Score -4104888 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -4104884.000000 Penalty: 3314.296387
	Iteration 295Q: 3 clusters Score -4104884 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -4104871.000000 Penalty: 3314.296387
	Iteration 296Q: 3 clusters Score -4104871 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -4104871.000000 Penalty: 3314.296387
	Iteration 297Q: 3 clusters Score -4104871 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -4104869.000000 Penalty: 3314.296387
	Iteration 298Q: 3 clusters Score -4104869 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -4104849.750000 Penalty: 3314.296387
	Iteration 299Q: 3 clusters Score -4104850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -4104860.500000 Penalty: 3314.296387
	Iteration 300F: 3 clusters Score -4104860 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -4104860.750000 Penalty: 3314.296387
	Iteration 301Q: 3 clusters Score -4104861 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -4104868.750000 Penalty: 3314.296387
	Iteration 302Q: 3 clusters Score -4104869 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -4104860.250000 Penalty: 3314.296387
	Iteration 303Q: 3 clusters Score -4104860 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -4104863.500000 Penalty: 3314.296387
	Iteration 304Q: 3 clusters Score -4104864 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -4104862.500000 Penalty: 3314.296387
	Iteration 305Q: 3 clusters Score -4104862 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -4104858.500000 Penalty: 3314.296387
	Iteration 306Q: 3 clusters Score -4104858 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -4104855.250000 Penalty: 3314.296387
	Iteration 307Q: 3 clusters Score -4104855 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -4104866.000000 Penalty: 3314.296387
	Iteration 308Q: 3 clusters Score -4104866 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -4104859.750000 Penalty: 3314.296387
	Iteration 309Q: 3 clusters Score -4104860 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -4104858.750000 Penalty: 3314.296387
	Iteration 310Q: 3 clusters Score -4104859 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -4104872.000000 Penalty: 3314.296387
	Iteration 311Q: 3 clusters Score -4104872 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -4104872.000000 Penalty: 3314.296387
	Iteration 312Q: 3 clusters Score -4104872 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -4104879.250000 Penalty: 3314.296387
	Iteration 313Q: 3 clusters Score -4104879 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -4104861.500000 Penalty: 3314.296387
	Iteration 314Q: 3 clusters Score -4104862 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -4104864.000000 Penalty: 3314.296387
	Iteration 315Q: 3 clusters Score -4104864 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4104856.250000 Penalty: 3314.296387
	Iteration 316Q: 3 clusters Score -4104856 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -4104854.500000 Penalty: 3314.296387
	Iteration 317Q: 3 clusters Score -4104854 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -4104860.000000 Penalty: 3314.296387
	Iteration 318Q: 3 clusters Score -4104860 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -4104863.500000 Penalty: 3314.296387
	Iteration 319Q: 3 clusters Score -4104864 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -4104859.500000 Penalty: 3314.296387
	Iteration 320F: 3 clusters Score -4104860 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -4104869.500000 Penalty: 3314.296387
	Iteration 321Q: 3 clusters Score -4104870 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -4104854.750000 Penalty: 3314.296387
	Iteration 322Q: 3 clusters Score -4104855 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -4104848.000000 Penalty: 3314.296387
	Iteration 323Q: 3 clusters Score -4104848 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -4104837.750000 Penalty: 3314.296387
	Iteration 324Q: 3 clusters Score -4104838 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -4104829.000000 Penalty: 3314.296387
	Iteration 325Q: 3 clusters Score -4104829 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -4104828.000000 Penalty: 3314.296387
	Iteration 326Q: 3 clusters Score -4104828 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -4104816.000000 Penalty: 3314.296387
	Iteration 327Q: 3 clusters Score -4104816 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -4104795.500000 Penalty: 3314.296387
	Iteration 328Q: 3 clusters Score -4104796 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -4104755.250000 Penalty: 3314.296387
	Iteration 329Q: 3 clusters Score -4104755 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -4104700.250000 Penalty: 3314.296387
	Iteration 330Q: 3 clusters Score -4104700 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -4104669.500000 Penalty: 3314.296387
	Iteration 331Q: 3 clusters Score -4104670 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -4104646.500000 Penalty: 3314.296387
	Iteration 332Q: 3 clusters Score -4104646 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -4104641.000000 Penalty: 3314.296387
	Iteration 333Q: 3 clusters Score -4104641 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -4104619.250000 Penalty: 3314.296387
	Iteration 334Q: 3 clusters Score -4104619 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -4104591.250000 Penalty: 3314.296387
	Iteration 335Q: 3 clusters Score -4104591 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -4104543.750000 Penalty: 3314.296387
	Iteration 336Q: 3 clusters Score -4104544 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -4104503.500000 Penalty: 3314.296387
	Iteration 337Q: 3 clusters Score -4104504 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -4104464.500000 Penalty: 3314.296387
	Iteration 338Q: 3 clusters Score -4104464 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -4104418.000000 Penalty: 3314.296387
	Iteration 339Q: 3 clusters Score -4104418 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -4104378.000000 Penalty: 3314.296387
	Iteration 340F: 3 clusters Score -4104378 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -4104333.250000 Penalty: 3314.296387
	Iteration 341Q: 3 clusters Score -4104333 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -4104288.000000 Penalty: 3314.296387
	Iteration 342Q: 3 clusters Score -4104288 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -4104255.250000 Penalty: 3314.296387
	Iteration 343Q: 3 clusters Score -4104255 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -4104221.750000 Penalty: 3314.296387
	Iteration 344Q: 3 clusters Score -4104222 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -4104184.250000 Penalty: 3314.296387
	Iteration 345Q: 3 clusters Score -4104184 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -4104130.750000 Penalty: 3314.296387
	Iteration 346Q: 3 clusters Score -4104131 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -4104114.250000 Penalty: 3314.296387
	Iteration 347Q: 3 clusters Score -4104114 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -4104058.250000 Penalty: 3314.296387
	Iteration 348Q: 3 clusters Score -4104058 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -4104017.250000 Penalty: 3314.296387
	Iteration 349Q: 3 clusters Score -4104017 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -4103981.750000 Penalty: 3314.296387
	Iteration 350Q: 3 clusters Score -4103982 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -4103961.250000 Penalty: 3314.296387
	Iteration 351Q: 3 clusters Score -4103961 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -4103927.000000 Penalty: 3314.296387
	Iteration 352Q: 3 clusters Score -4103927 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -4103925.500000 Penalty: 3314.296387
	Iteration 353Q: 3 clusters Score -4103926 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -4103895.000000 Penalty: 3314.296387
	Iteration 354Q: 3 clusters Score -4103895 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -4103866.250000 Penalty: 3314.296387
	Iteration 355Q: 3 clusters Score -4103866 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -4103846.500000 Penalty: 3314.296387
	Iteration 356Q: 3 clusters Score -4103846 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -4103824.500000 Penalty: 3314.296387
	Iteration 357Q: 3 clusters Score -4103824 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -4103803.250000 Penalty: 3314.296387
	Iteration 358Q: 3 clusters Score -4103803 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -4103784.750000 Penalty: 3314.296387
	Iteration 359Q: 3 clusters Score -4103785 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -4103760.750000 Penalty: 3314.296387
	Iteration 360F: 3 clusters Score -4103761 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -4103751.750000 Penalty: 3314.296387
	Iteration 361Q: 3 clusters Score -4103752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -4103738.750000 Penalty: 3314.296387
	Iteration 362Q: 3 clusters Score -4103739 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -4103730.750000 Penalty: 3314.296387
	Iteration 363Q: 3 clusters Score -4103731 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -4103710.250000 Penalty: 3314.296387
	Iteration 364Q: 3 clusters Score -4103710 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -4103697.000000 Penalty: 3314.296387
	Iteration 365Q: 3 clusters Score -4103697 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -4103686.250000 Penalty: 3314.296387
	Iteration 366Q: 3 clusters Score -4103686 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -4103675.000000 Penalty: 3314.296387
	Iteration 367Q: 3 clusters Score -4103675 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -4103659.000000 Penalty: 3314.296387
	Iteration 368Q: 3 clusters Score -4103659 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -4103645.000000 Penalty: 3314.296387
	Iteration 369Q: 3 clusters Score -4103645 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -4103629.250000 Penalty: 3314.296387
	Iteration 370Q: 3 clusters Score -4103629 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -4103613.250000 Penalty: 3314.296387
	Iteration 371Q: 3 clusters Score -4103613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -4103593.500000 Penalty: 3314.296387
	Iteration 372Q: 3 clusters Score -4103594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -4103595.250000 Penalty: 3314.296387
	Iteration 373Q: 3 clusters Score -4103595 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -4103591.750000 Penalty: 3314.296387
	Iteration 374Q: 3 clusters Score -4103592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -4103592.750000 Penalty: 3314.296387
	Iteration 375Q: 3 clusters Score -4103593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -4103583.500000 Penalty: 3314.296387
	Iteration 376Q: 3 clusters Score -4103584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -4103575.250000 Penalty: 3314.296387
	Iteration 377Q: 3 clusters Score -4103575 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -4103546.750000 Penalty: 3314.296387
	Iteration 378Q: 3 clusters Score -4103547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -4103532.250000 Penalty: 3314.296387
	Iteration 379Q: 3 clusters Score -4103532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -4103531.250000 Penalty: 3314.296387
	Iteration 380F: 3 clusters Score -4103531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -4103521.500000 Penalty: 3314.296387
	Iteration 381Q: 3 clusters Score -4103522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -4103521.250000 Penalty: 3314.296387
	Iteration 382Q: 3 clusters Score -4103521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -4103517.750000 Penalty: 3314.296387
	Iteration 383Q: 3 clusters Score -4103518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -4103501.000000 Penalty: 3314.296387
	Iteration 384Q: 3 clusters Score -4103501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -4103492.000000 Penalty: 3314.296387
	Iteration 385Q: 3 clusters Score -4103492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -4103487.250000 Penalty: 3314.296387
	Iteration 386Q: 3 clusters Score -4103487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -4103483.500000 Penalty: 3314.296387
	Iteration 387Q: 3 clusters Score -4103484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -4103473.500000 Penalty: 3314.296387
	Iteration 388Q: 3 clusters Score -4103474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -4103466.250000 Penalty: 3314.296387
	Iteration 389Q: 3 clusters Score -4103466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -4103459.500000 Penalty: 3314.296387
	Iteration 390Q: 3 clusters Score -4103460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -4103447.250000 Penalty: 3314.296387
	Iteration 391Q: 3 clusters Score -4103447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -4103445.250000 Penalty: 3314.296387
	Iteration 392Q: 3 clusters Score -4103445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -4103445.750000 Penalty: 3314.296387
	Iteration 393Q: 3 clusters Score -4103446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -4103446.750000 Penalty: 3314.296387
	Iteration 394Q: 3 clusters Score -4103447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -4103437.750000 Penalty: 3314.296387
	Iteration 395Q: 3 clusters Score -4103438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -4103434.000000 Penalty: 3314.296387
	Iteration 396Q: 3 clusters Score -4103434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -4103427.000000 Penalty: 3314.296387
	Iteration 397Q: 3 clusters Score -4103427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -4103420.500000 Penalty: 3314.296387
	Iteration 398Q: 3 clusters Score -4103420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -4103408.750000 Penalty: 3314.296387
	Iteration 399Q: 3 clusters Score -4103409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -4103403.250000 Penalty: 3314.296387
	Iteration 400F: 3 clusters Score -4103403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -4103398.500000 Penalty: 3314.296387
	Iteration 401Q: 3 clusters Score -4103398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -4103395.000000 Penalty: 3314.296387
	Iteration 402Q: 3 clusters Score -4103395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -4103397.000000 Penalty: 3314.296387
	Iteration 403Q: 3 clusters Score -4103397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -4103383.750000 Penalty: 3314.296387
	Iteration 404Q: 3 clusters Score -4103384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -4103379.000000 Penalty: 3314.296387
	Iteration 405Q: 3 clusters Score -4103379 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -4103393.750000 Penalty: 3314.296387
	Iteration 406Q: 3 clusters Score -4103394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -4103394.250000 Penalty: 3314.296387
	Iteration 407Q: 3 clusters Score -4103394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -4103398.250000 Penalty: 3314.296387
	Iteration 408Q: 3 clusters Score -4103398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -4103391.250000 Penalty: 3314.296387
	Iteration 409Q: 3 clusters Score -4103391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -4103388.000000 Penalty: 3314.296387
	Iteration 410Q: 3 clusters Score -4103388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -4103386.250000 Penalty: 3314.296387
	Iteration 411Q: 3 clusters Score -4103386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -4103395.250000 Penalty: 3314.296387
	Iteration 412Q: 3 clusters Score -4103395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -4103401.000000 Penalty: 3314.296387
	Iteration 413Q: 3 clusters Score -4103401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -4103397.750000 Penalty: 3314.296387
	Iteration 414Q: 3 clusters Score -4103398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -4103392.000000 Penalty: 3314.296387
	Iteration 415Q: 3 clusters Score -4103392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -4103390.000000 Penalty: 3314.296387
	Iteration 416Q: 3 clusters Score -4103390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -4103385.750000 Penalty: 3314.296387
	Iteration 417Q: 3 clusters Score -4103386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -4103378.000000 Penalty: 3314.296387
	Iteration 418Q: 3 clusters Score -4103378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -4103380.250000 Penalty: 3314.296387
	Iteration 419Q: 3 clusters Score -4103380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -4103393.750000 Penalty: 3314.296387
	Iteration 420F: 3 clusters Score -4103394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -4103391.250000 Penalty: 3314.296387
	Iteration 421Q: 3 clusters Score -4103391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -4103383.750000 Penalty: 3314.296387
	Iteration 422Q: 3 clusters Score -4103384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -4103384.500000 Penalty: 3314.296387
	Iteration 423Q: 3 clusters Score -4103384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -4103379.500000 Penalty: 3314.296387
	Iteration 424Q: 3 clusters Score -4103380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -4103373.750000 Penalty: 3314.296387
	Iteration 425Q: 3 clusters Score -4103374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -4103378.250000 Penalty: 3314.296387
	Iteration 426Q: 3 clusters Score -4103378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -4103366.000000 Penalty: 3314.296387
	Iteration 427Q: 3 clusters Score -4103366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -4103366.750000 Penalty: 3314.296387
	Iteration 428Q: 3 clusters Score -4103367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -4103359.000000 Penalty: 3314.296387
	Iteration 429Q: 3 clusters Score -4103359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -4103365.000000 Penalty: 3314.296387
	Iteration 430Q: 3 clusters Score -4103365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -4103369.500000 Penalty: 3314.296387
	Iteration 431Q: 3 clusters Score -4103370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -4103363.750000 Penalty: 3314.296387
	Iteration 432Q: 3 clusters Score -4103364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -4103374.500000 Penalty: 3314.296387
	Iteration 433Q: 3 clusters Score -4103374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -4103372.500000 Penalty: 3314.296387
	Iteration 434Q: 3 clusters Score -4103372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -4103380.750000 Penalty: 3314.296387
	Iteration 435Q: 3 clusters Score -4103381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -4103383.000000 Penalty: 3314.296387
	Iteration 436Q: 3 clusters Score -4103383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -4103378.250000 Penalty: 3314.296387
	Iteration 437Q: 3 clusters Score -4103378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -4103379.750000 Penalty: 3314.296387
	Iteration 438Q: 3 clusters Score -4103380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -4103386.000000 Penalty: 3314.296387
	Iteration 439Q: 3 clusters Score -4103386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -4103373.250000 Penalty: 3314.296387
	Iteration 440F: 3 clusters Score -4103373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -4103374.500000 Penalty: 3314.296387
	Iteration 441Q: 3 clusters Score -4103374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -4103385.500000 Penalty: 3314.296387
	Iteration 442Q: 3 clusters Score -4103386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -4103381.500000 Penalty: 3314.296387
	Iteration 443Q: 3 clusters Score -4103382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -4103382.250000 Penalty: 3314.296387
	Iteration 444Q: 3 clusters Score -4103382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -4103382.250000 Penalty: 3314.296387
	Iteration 445Q: 3 clusters Score -4103382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -4103382.250000 Penalty: 3314.296387
	Iteration 446Q: 3 clusters Score -4103382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -4103383.250000 Penalty: 3314.296387
	Iteration 447Q: 3 clusters Score -4103383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -4103381.500000 Penalty: 3314.296387
	Iteration 448Q: 3 clusters Score -4103382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -4103381.500000 Penalty: 3314.296387
	Iteration 449F: 3 clusters Score -4103382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -189216.546875 Penalty: 1176.255737
	Iteration 0F: 2 clusters Score -189216.5 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 720 members 
Entering Unmasked Estep 
Score: -187519.109375 Penalty: 2352.511475
	Iteration 0F: 3 clusters Score -187519.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -187927.828125 Penalty: 2352.511475
	Iteration 1F: 3 clusters Score -187927.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -188066.953125 Penalty: 2352.511475
	Iteration 2F: 3 clusters Score -188067 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -188142.187500 Penalty: 2352.511475
	Iteration 3F: 3 clusters Score -188142.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -188205.296875 Penalty: 2352.511475
	Iteration 4Q: 3 clusters Score -188205.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -188249.031250 Penalty: 2352.511475
	Iteration 5Q: 3 clusters Score -188249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -188279.234375 Penalty: 2352.511475
	Iteration 6Q: 3 clusters Score -188279.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -188300.171875 Penalty: 2352.511475
	Iteration 7Q: 3 clusters Score -188300.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -188320.796875 Penalty: 2352.511475
	Iteration 8Q: 3 clusters Score -188320.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -188334.062500 Penalty: 2352.511475
	Iteration 9Q: 3 clusters Score -188334.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -188343.546875 Penalty: 2352.511475
	Iteration 10Q: 3 clusters Score -188343.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -188351.484375 Penalty: 2352.511475
	Iteration 11Q: 3 clusters Score -188351.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -188359.171875 Penalty: 2352.511475
	Iteration 12Q: 3 clusters Score -188359.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -188364.781250 Penalty: 2352.511475
	Iteration 13Q: 3 clusters Score -188364.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -188367.546875 Penalty: 2352.511475
	Iteration 14Q: 3 clusters Score -188367.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -188375.390625 Penalty: 2352.511475
	Iteration 15Q: 3 clusters Score -188375.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -188382.843750 Penalty: 2352.511475
	Iteration 16Q: 3 clusters Score -188382.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -188394.578125 Penalty: 2352.511475
	Iteration 17Q: 3 clusters Score -188394.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -188399.375000 Penalty: 2352.511475
	Iteration 18Q: 3 clusters Score -188399.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -188401.031250 Penalty: 2352.511475
	Iteration 19Q: 3 clusters Score -188401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -188402.140625 Penalty: 2352.511475
	Iteration 20F: 3 clusters Score -188402.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -188402.406250 Penalty: 2352.511475
	Iteration 21Q: 3 clusters Score -188402.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -188402.953125 Penalty: 2352.511475
	Iteration 22Q: 3 clusters Score -188403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -188402.953125 Penalty: 2352.511475
	Iteration 23F: 3 clusters Score -188403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -327312.187500 Penalty: 1270.560303
	Iteration 0F: 2 clusters Score -327312.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -324984.281250 Penalty: 2541.120605
	Iteration 0F: 3 clusters Score -324984.3 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -325563.968750 Penalty: 2541.120605
	Iteration 1F: 3 clusters Score -325564 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -325722.718750 Penalty: 2541.120605
	Iteration 2F: 3 clusters Score -325722.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -325806.218750 Penalty: 2541.120605
	Iteration 3Q: 3 clusters Score -325806.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -325868.156250 Penalty: 2541.120605
	Iteration 4Q: 3 clusters Score -325868.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -325908.968750 Penalty: 2541.120605
	Iteration 5Q: 3 clusters Score -325909 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -325940.593750 Penalty: 2541.120605
	Iteration 6Q: 3 clusters Score -325940.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -325964.937500 Penalty: 2541.120605
	Iteration 7Q: 3 clusters Score -325964.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -325983.062500 Penalty: 2541.120605
	Iteration 8Q: 3 clusters Score -325983.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -325994.593750 Penalty: 2541.120605
	Iteration 9Q: 3 clusters Score -325994.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -326003.687500 Penalty: 2541.120605
	Iteration 10Q: 3 clusters Score -326003.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -326013.281250 Penalty: 2541.120605
	Iteration 11Q: 3 clusters Score -326013.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -326016.718750 Penalty: 2541.120605
	Iteration 12Q: 3 clusters Score -326016.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -326018.218750 Penalty: 2541.120605
	Iteration 13Q: 3 clusters Score -326018.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -326019.281250 Penalty: 2541.120605
	Iteration 14Q: 3 clusters Score -326019.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -326019.656250 Penalty: 2541.120605
	Iteration 15Q: 3 clusters Score -326019.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -326020.812500 Penalty: 2541.120605
	Iteration 16Q: 3 clusters Score -326020.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -326020.968750 Penalty: 2541.120605
	Iteration 17Q: 3 clusters Score -326021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -326021.468750 Penalty: 2541.120605
	Iteration 18Q: 3 clusters Score -326021.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -326021.656250 Penalty: 2541.120605
	Iteration 19Q: 3 clusters Score -326021.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -326021.656250 Penalty: 2541.120605
	Iteration 20F: 3 clusters Score -326021.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Entering Unmasked Estep 
Score: -2161755.500000 Penalty: 1552.744019
	Iteration 0F: 2 clusters Score -2161756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2152199.750000 Penalty: 3105.488037
	Iteration 0F: 3 clusters Score -2152200 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2155486.250000 Penalty: 3105.488037
	Iteration 1F: 3 clusters Score -2155486 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2155797.750000 Penalty: 3105.488037
	Iteration 2F: 3 clusters Score -2155798 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2156116.000000 Penalty: 3105.488037
	Iteration 3F: 3 clusters Score -2156116 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2156464.750000 Penalty: 3105.488037
	Iteration 4F: 3 clusters Score -2156465 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2156821.500000 Penalty: 3105.488037
	Iteration 5F: 3 clusters Score -2156822 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2157191.500000 Penalty: 3105.488037
	Iteration 6F: 3 clusters Score -2157192 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2157595.250000 Penalty: 3105.488037
	Iteration 7F: 3 clusters Score -2157595 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2158055.500000 Penalty: 3105.488037
	Iteration 8F: 3 clusters Score -2158056 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2158511.000000 Penalty: 3105.488037
	Iteration 9F: 3 clusters Score -2158511 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2158964.000000 Penalty: 3105.488037
	Iteration 10Q: 3 clusters Score -2158964 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2159369.500000 Penalty: 3105.488037
	Iteration 11Q: 3 clusters Score -2159370 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2159717.250000 Penalty: 3105.488037
	Iteration 12Q: 3 clusters Score -2159717 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2159954.750000 Penalty: 3105.488037
	Iteration 13Q: 3 clusters Score -2159955 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2160114.000000 Penalty: 3105.488037
	Iteration 14Q: 3 clusters Score -2160114 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2160221.500000 Penalty: 3105.488037
	Iteration 15Q: 3 clusters Score -2160222 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2160303.500000 Penalty: 3105.488037
	Iteration 16Q: 3 clusters Score -2160304 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2160371.250000 Penalty: 3105.488037
	Iteration 17Q: 3 clusters Score -2160371 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2160414.500000 Penalty: 3105.488037
	Iteration 18Q: 3 clusters Score -2160414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2160438.750000 Penalty: 3105.488037
	Iteration 19Q: 3 clusters Score -2160439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2160451.500000 Penalty: 3105.488037
	Iteration 20F: 3 clusters Score -2160452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2160456.250000 Penalty: 3105.488037
	Iteration 21Q: 3 clusters Score -2160456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2160465.500000 Penalty: 3105.488037
	Iteration 22Q: 3 clusters Score -2160466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2160471.000000 Penalty: 3105.488037
	Iteration 23Q: 3 clusters Score -2160471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2160477.750000 Penalty: 3105.488037
	Iteration 24Q: 3 clusters Score -2160478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2160475.500000 Penalty: 3105.488037
	Iteration 25Q: 3 clusters Score -2160476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2160476.750000 Penalty: 3105.488037
	Iteration 26Q: 3 clusters Score -2160477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2160476.000000 Penalty: 3105.488037
	Iteration 27Q: 3 clusters Score -2160476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2160480.500000 Penalty: 3105.488037
	Iteration 28Q: 3 clusters Score -2160480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2160486.750000 Penalty: 3105.488037
	Iteration 29Q: 3 clusters Score -2160487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2160489.750000 Penalty: 3105.488037
	Iteration 30Q: 3 clusters Score -2160490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2160493.250000 Penalty: 3105.488037
	Iteration 31Q: 3 clusters Score -2160493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2160496.750000 Penalty: 3105.488037
	Iteration 32Q: 3 clusters Score -2160497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2160495.000000 Penalty: 3105.488037
	Iteration 33Q: 3 clusters Score -2160495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2160495.000000 Penalty: 3105.488037
	Iteration 34F: 3 clusters Score -2160495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Entering Unmasked Estep 
Score: -696675.625000 Penalty: 1380.661377
	Iteration 0F: 2 clusters Score -696675.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -692750.562500 Penalty: 2761.322754
	Iteration 0F: 3 clusters Score -692750.6 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -693857.500000 Penalty: 2761.322754
	Iteration 1F: 3 clusters Score -693857.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -694068.187500 Penalty: 2761.322754
	Iteration 2F: 3 clusters Score -694068.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -694217.500000 Penalty: 2761.322754
	Iteration 3F: 3 clusters Score -694217.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -694328.937500 Penalty: 2761.322754
	Iteration 4Q: 3 clusters Score -694328.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -694417.062500 Penalty: 2761.322754
	Iteration 5Q: 3 clusters Score -694417.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -694482.500000 Penalty: 2761.322754
	Iteration 6Q: 3 clusters Score -694482.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -694536.562500 Penalty: 2761.322754
	Iteration 7Q: 3 clusters Score -694536.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -694583.312500 Penalty: 2761.322754
	Iteration 8Q: 3 clusters Score -694583.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -694626.687500 Penalty: 2761.322754
	Iteration 9Q: 3 clusters Score -694626.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -694668.312500 Penalty: 2761.322754
	Iteration 10Q: 3 clusters Score -694668.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -694707.750000 Penalty: 2761.322754
	Iteration 11Q: 3 clusters Score -694707.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -694745.375000 Penalty: 2761.322754
	Iteration 12Q: 3 clusters Score -694745.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -694778.687500 Penalty: 2761.322754
	Iteration 13Q: 3 clusters Score -694778.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -694799.312500 Penalty: 2761.322754
	Iteration 14Q: 3 clusters Score -694799.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -694817.937500 Penalty: 2761.322754
	Iteration 15Q: 3 clusters Score -694817.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -694833.125000 Penalty: 2761.322754
	Iteration 16Q: 3 clusters Score -694833.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -694851.750000 Penalty: 2761.322754
	Iteration 17Q: 3 clusters Score -694851.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -694872.187500 Penalty: 2761.322754
	Iteration 18Q: 3 clusters Score -694872.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -694899.000000 Penalty: 2761.322754
	Iteration 19Q: 3 clusters Score -694899 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -694925.125000 Penalty: 2761.322754
	Iteration 20F: 3 clusters Score -694925.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -694954.250000 Penalty: 2761.322754
	Iteration 21Q: 3 clusters Score -694954.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -694981.500000 Penalty: 2761.322754
	Iteration 22Q: 3 clusters Score -694981.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -695008.375000 Penalty: 2761.322754
	Iteration 23Q: 3 clusters Score -695008.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -695038.687500 Penalty: 2761.322754
	Iteration 24Q: 3 clusters Score -695038.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -695074.562500 Penalty: 2761.322754
	Iteration 25Q: 3 clusters Score -695074.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -695102.687500 Penalty: 2761.322754
	Iteration 26Q: 3 clusters Score -695102.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -695126.437500 Penalty: 2761.322754
	Iteration 27Q: 3 clusters Score -695126.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -695149.125000 Penalty: 2761.322754
	Iteration 28Q: 3 clusters Score -695149.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -695178.375000 Penalty: 2761.322754
	Iteration 29Q: 3 clusters Score -695178.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -695209.750000 Penalty: 2761.322754
	Iteration 30Q: 3 clusters Score -695209.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -695239.812500 Penalty: 2761.322754
	Iteration 31Q: 3 clusters Score -695239.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -695260.937500 Penalty: 2761.322754
	Iteration 32Q: 3 clusters Score -695260.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -695286.687500 Penalty: 2761.322754
	Iteration 33Q: 3 clusters Score -695286.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -695310.312500 Penalty: 2761.322754
	Iteration 34Q: 3 clusters Score -695310.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -695333.062500 Penalty: 2761.322754
	Iteration 35Q: 3 clusters Score -695333.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -695349.625000 Penalty: 2761.322754
	Iteration 36Q: 3 clusters Score -695349.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -695359.187500 Penalty: 2761.322754
	Iteration 37Q: 3 clusters Score -695359.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -695367.000000 Penalty: 2761.322754
	Iteration 38Q: 3 clusters Score -695367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -695371.312500 Penalty: 2761.322754
	Iteration 39Q: 3 clusters Score -695371.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -695378.375000 Penalty: 2761.322754
	Iteration 40F: 3 clusters Score -695378.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -695388.437500 Penalty: 2761.322754
	Iteration 41Q: 3 clusters Score -695388.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -695394.625000 Penalty: 2761.322754
	Iteration 42Q: 3 clusters Score -695394.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -695409.000000 Penalty: 2761.322754
	Iteration 43Q: 3 clusters Score -695409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -695419.375000 Penalty: 2761.322754
	Iteration 44Q: 3 clusters Score -695419.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -695426.062500 Penalty: 2761.322754
	Iteration 45Q: 3 clusters Score -695426.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -695433.062500 Penalty: 2761.322754
	Iteration 46Q: 3 clusters Score -695433.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -695438.500000 Penalty: 2761.322754
	Iteration 47Q: 3 clusters Score -695438.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -695440.000000 Penalty: 2761.322754
	Iteration 48Q: 3 clusters Score -695440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -695445.750000 Penalty: 2761.322754
	Iteration 49Q: 3 clusters Score -695445.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -695449.687500 Penalty: 2761.322754
	Iteration 50Q: 3 clusters Score -695449.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -695449.812500 Penalty: 2761.322754
	Iteration 51Q: 3 clusters Score -695449.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -695450.937500 Penalty: 2761.322754
	Iteration 52Q: 3 clusters Score -695450.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -695453.750000 Penalty: 2761.322754
	Iteration 53Q: 3 clusters Score -695453.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -695457.687500 Penalty: 2761.322754
	Iteration 54Q: 3 clusters Score -695457.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -695460.687500 Penalty: 2761.322754
	Iteration 55Q: 3 clusters Score -695460.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -695460.312500 Penalty: 2761.322754
	Iteration 56Q: 3 clusters Score -695460.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -695462.062500 Penalty: 2761.322754
	Iteration 57Q: 3 clusters Score -695462.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -695462.312500 Penalty: 2761.322754
	Iteration 58Q: 3 clusters Score -695462.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -695466.062500 Penalty: 2761.322754
	Iteration 59Q: 3 clusters Score -695466.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -695471.375000 Penalty: 2761.322754
	Iteration 60F: 3 clusters Score -695471.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -695475.562500 Penalty: 2761.322754
	Iteration 61Q: 3 clusters Score -695475.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -695478.750000 Penalty: 2761.322754
	Iteration 62Q: 3 clusters Score -695478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -695479.875000 Penalty: 2761.322754
	Iteration 63Q: 3 clusters Score -695479.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -695484.000000 Penalty: 2761.322754
	Iteration 64Q: 3 clusters Score -695484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -695487.250000 Penalty: 2761.322754
	Iteration 65Q: 3 clusters Score -695487.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -695490.625000 Penalty: 2761.322754
	Iteration 66Q: 3 clusters Score -695490.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -695490.625000 Penalty: 2761.322754
	Iteration 67F: 3 clusters Score -695490.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -281251.968750 Penalty: 1234.332153
	Iteration 0F: 2 clusters Score -281252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -279162.187500 Penalty: 2468.664307
	Iteration 0F: 3 clusters Score -279162.2 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -279621.812500 Penalty: 2468.664307
	Iteration 1F: 3 clusters Score -279621.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -279723.718750 Penalty: 2468.664307
	Iteration 2F: 3 clusters Score -279723.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -279781.718750 Penalty: 2468.664307
	Iteration 3Q: 3 clusters Score -279781.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -279833.375000 Penalty: 2468.664307
	Iteration 4Q: 3 clusters Score -279833.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -279885.031250 Penalty: 2468.664307
	Iteration 5Q: 3 clusters Score -279885 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -279925.906250 Penalty: 2468.664307
	Iteration 6Q: 3 clusters Score -279925.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -279976.906250 Penalty: 2468.664307
	Iteration 7Q: 3 clusters Score -279976.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -280034.281250 Penalty: 2468.664307
	Iteration 8Q: 3 clusters Score -280034.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -280082.156250 Penalty: 2468.664307
	Iteration 9Q: 3 clusters Score -280082.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -280133.906250 Penalty: 2468.664307
	Iteration 10Q: 3 clusters Score -280133.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -280197.500000 Penalty: 2468.664307
	Iteration 11Q: 3 clusters Score -280197.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -280258.937500 Penalty: 2468.664307
	Iteration 12Q: 3 clusters Score -280258.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -280303.000000 Penalty: 2468.664307
	Iteration 13Q: 3 clusters Score -280303 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -280350.250000 Penalty: 2468.664307
	Iteration 14Q: 3 clusters Score -280350.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -280384.468750 Penalty: 2468.664307
	Iteration 15Q: 3 clusters Score -280384.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -280405.750000 Penalty: 2468.664307
	Iteration 16Q: 3 clusters Score -280405.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -280426.312500 Penalty: 2468.664307
	Iteration 17Q: 3 clusters Score -280426.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -280438.906250 Penalty: 2468.664307
	Iteration 18Q: 3 clusters Score -280438.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -280447.843750 Penalty: 2468.664307
	Iteration 19Q: 3 clusters Score -280447.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -280453.343750 Penalty: 2468.664307
	Iteration 20F: 3 clusters Score -280453.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -280455.500000 Penalty: 2468.664307
	Iteration 21Q: 3 clusters Score -280455.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -280456.750000 Penalty: 2468.664307
	Iteration 22Q: 3 clusters Score -280456.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -280459.218750 Penalty: 2468.664307
	Iteration 23Q: 3 clusters Score -280459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -280459.812500 Penalty: 2468.664307
	Iteration 24Q: 3 clusters Score -280459.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -280461.250000 Penalty: 2468.664307
	Iteration 25Q: 3 clusters Score -280461.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -280461.250000 Penalty: 2468.664307
	Iteration 26F: 3 clusters Score -280461.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Entering Unmasked Estep 
Score: -538016.187500 Penalty: 1341.529907
	Iteration 0F: 2 clusters Score -538016.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -534799.062500 Penalty: 2683.059814
	Iteration 0F: 3 clusters Score -534799.1 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -535758.562500 Penalty: 2683.059814
	Iteration 1F: 3 clusters Score -535758.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -536028.312500 Penalty: 2683.059814
	Iteration 2F: 3 clusters Score -536028.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -536266.875000 Penalty: 2683.059814
	Iteration 3F: 3 clusters Score -536266.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -536505.375000 Penalty: 2683.059814
	Iteration 4F: 3 clusters Score -536505.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -536711.625000 Penalty: 2683.059814
	Iteration 5F: 3 clusters Score -536711.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -536890.250000 Penalty: 2683.059814
	Iteration 6F: 3 clusters Score -536890.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -537059.437500 Penalty: 2683.059814
	Iteration 7Q: 3 clusters Score -537059.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -537176.000000 Penalty: 2683.059814
	Iteration 8Q: 3 clusters Score -537176 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -537259.687500 Penalty: 2683.059814
	Iteration 9Q: 3 clusters Score -537259.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -537305.937500 Penalty: 2683.059814
	Iteration 10Q: 3 clusters Score -537305.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -537341.312500 Penalty: 2683.059814
	Iteration 11Q: 3 clusters Score -537341.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -537358.875000 Penalty: 2683.059814
	Iteration 12Q: 3 clusters Score -537358.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -537369.875000 Penalty: 2683.059814
	Iteration 13Q: 3 clusters Score -537369.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -537378.250000 Penalty: 2683.059814
	Iteration 14Q: 3 clusters Score -537378.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -537387.937500 Penalty: 2683.059814
	Iteration 15Q: 3 clusters Score -537387.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -537396.437500 Penalty: 2683.059814
	Iteration 16Q: 3 clusters Score -537396.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -537401.062500 Penalty: 2683.059814
	Iteration 17Q: 3 clusters Score -537401.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -537404.812500 Penalty: 2683.059814
	Iteration 18Q: 3 clusters Score -537404.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -537411.687500 Penalty: 2683.059814
	Iteration 19Q: 3 clusters Score -537411.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -537417.437500 Penalty: 2683.059814
	Iteration 20F: 3 clusters Score -537417.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -537421.187500 Penalty: 2683.059814
	Iteration 21Q: 3 clusters Score -537421.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -537422.375000 Penalty: 2683.059814
	Iteration 22Q: 3 clusters Score -537422.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -537423.875000 Penalty: 2683.059814
	Iteration 23Q: 3 clusters Score -537423.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -537425.500000 Penalty: 2683.059814
	Iteration 24Q: 3 clusters Score -537425.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -537426.812500 Penalty: 2683.059814
	Iteration 25Q: 3 clusters Score -537426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -537426.500000 Penalty: 2683.059814
	Iteration 26Q: 3 clusters Score -537426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -537429.437500 Penalty: 2683.059814
	Iteration 27Q: 3 clusters Score -537429.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -537429.812500 Penalty: 2683.059814
	Iteration 28Q: 3 clusters Score -537429.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -537429.625000 Penalty: 2683.059814
	Iteration 29Q: 3 clusters Score -537429.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -537428.875000 Penalty: 2683.059814
	Iteration 30Q: 3 clusters Score -537428.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -537428.875000 Penalty: 2683.059814
	Iteration 31F: 3 clusters Score -537428.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -203706.828125 Penalty: 1185.667236
	Iteration 0F: 2 clusters Score -203706.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -201994.937500 Penalty: 2371.334473
	Iteration 0F: 3 clusters Score -201994.9 nChanged 508
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: -202458.031250 Penalty: 2371.334473
	Iteration 1F: 3 clusters Score -202458 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -202648.156250 Penalty: 2371.334473
	Iteration 2F: 3 clusters Score -202648.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -202754.500000 Penalty: 2371.334473
	Iteration 3F: 3 clusters Score -202754.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -202843.640625 Penalty: 2371.334473
	Iteration 4Q: 3 clusters Score -202843.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -202879.734375 Penalty: 2371.334473
	Iteration 5Q: 3 clusters Score -202879.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -202895.296875 Penalty: 2371.334473
	Iteration 6Q: 3 clusters Score -202895.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -202908.625000 Penalty: 2371.334473
	Iteration 7Q: 3 clusters Score -202908.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -202919.390625 Penalty: 2371.334473
	Iteration 8Q: 3 clusters Score -202919.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -202928.765625 Penalty: 2371.334473
	Iteration 9Q: 3 clusters Score -202928.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -202934.968750 Penalty: 2371.334473
	Iteration 10Q: 3 clusters Score -202935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -202940.234375 Penalty: 2371.334473
	Iteration 11Q: 3 clusters Score -202940.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -202944.984375 Penalty: 2371.334473
	Iteration 12Q: 3 clusters Score -202945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -202947.312500 Penalty: 2371.334473
	Iteration 13Q: 3 clusters Score -202947.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -202949.562500 Penalty: 2371.334473
	Iteration 14Q: 3 clusters Score -202949.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -202949.750000 Penalty: 2371.334473
	Iteration 15Q: 3 clusters Score -202949.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -202949.750000 Penalty: 2371.334473
	Iteration 16F: 3 clusters Score -202949.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Entering Unmasked Estep 
Score: -1655096.000000 Penalty: 1511.175537
	Iteration 0F: 2 clusters Score -1655096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1647347.875000 Penalty: 3022.351074
	Iteration 0F: 3 clusters Score -1647348 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1649907.375000 Penalty: 3022.351074
	Iteration 1F: 3 clusters Score -1649907 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1650198.625000 Penalty: 3022.351074
	Iteration 2F: 3 clusters Score -1650199 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1650449.000000 Penalty: 3022.351074
	Iteration 3F: 3 clusters Score -1650449 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1650685.750000 Penalty: 3022.351074
	Iteration 4Q: 3 clusters Score -1650686 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1650895.000000 Penalty: 3022.351074
	Iteration 5Q: 3 clusters Score -1650895 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1651102.625000 Penalty: 3022.351074
	Iteration 6Q: 3 clusters Score -1651103 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1651309.000000 Penalty: 3022.351074
	Iteration 7Q: 3 clusters Score -1651309 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1651486.375000 Penalty: 3022.351074
	Iteration 8Q: 3 clusters Score -1651486 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1651673.875000 Penalty: 3022.351074
	Iteration 9Q: 3 clusters Score -1651674 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1651860.500000 Penalty: 3022.351074
	Iteration 10Q: 3 clusters Score -1651860 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1652094.250000 Penalty: 3022.351074
	Iteration 11Q: 3 clusters Score -1652094 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1652387.875000 Penalty: 3022.351074
	Iteration 12Q: 3 clusters Score -1652388 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1652671.125000 Penalty: 3022.351074
	Iteration 13Q: 3 clusters Score -1652671 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1652924.625000 Penalty: 3022.351074
	Iteration 14Q: 3 clusters Score -1652925 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1653130.875000 Penalty: 3022.351074
	Iteration 15Q: 3 clusters Score -1653131 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1653281.250000 Penalty: 3022.351074
	Iteration 16Q: 3 clusters Score -1653281 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1653388.875000 Penalty: 3022.351074
	Iteration 17Q: 3 clusters Score -1653389 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1653457.000000 Penalty: 3022.351074
	Iteration 18Q: 3 clusters Score -1653457 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1653511.750000 Penalty: 3022.351074
	Iteration 19Q: 3 clusters Score -1653512 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1653568.625000 Penalty: 3022.351074
	Iteration 20F: 3 clusters Score -1653569 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1653611.625000 Penalty: 3022.351074
	Iteration 21Q: 3 clusters Score -1653612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1653642.000000 Penalty: 3022.351074
	Iteration 22Q: 3 clusters Score -1653642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1653666.500000 Penalty: 3022.351074
	Iteration 23Q: 3 clusters Score -1653666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1653701.000000 Penalty: 3022.351074
	Iteration 24Q: 3 clusters Score -1653701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1653711.750000 Penalty: 3022.351074
	Iteration 25Q: 3 clusters Score -1653712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1653724.375000 Penalty: 3022.351074
	Iteration 26Q: 3 clusters Score -1653724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1653733.250000 Penalty: 3022.351074
	Iteration 27Q: 3 clusters Score -1653733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1653745.625000 Penalty: 3022.351074
	Iteration 28Q: 3 clusters Score -1653746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1653755.500000 Penalty: 3022.351074
	Iteration 29Q: 3 clusters Score -1653756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1653757.750000 Penalty: 3022.351074
	Iteration 30Q: 3 clusters Score -1653758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1653760.500000 Penalty: 3022.351074
	Iteration 31Q: 3 clusters Score -1653760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1653761.000000 Penalty: 3022.351074
	Iteration 32Q: 3 clusters Score -1653761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1653767.000000 Penalty: 3022.351074
	Iteration 33Q: 3 clusters Score -1653767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1653771.250000 Penalty: 3022.351074
	Iteration 34Q: 3 clusters Score -1653771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1653774.875000 Penalty: 3022.351074
	Iteration 35Q: 3 clusters Score -1653775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1653778.000000 Penalty: 3022.351074
	Iteration 36Q: 3 clusters Score -1653778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1653780.500000 Penalty: 3022.351074
	Iteration 37Q: 3 clusters Score -1653780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1653780.625000 Penalty: 3022.351074
	Iteration 38Q: 3 clusters Score -1653781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1653780.125000 Penalty: 3022.351074
	Iteration 39Q: 3 clusters Score -1653780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1653782.000000 Penalty: 3022.351074
	Iteration 40F: 3 clusters Score -1653782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1653783.875000 Penalty: 3022.351074
	Iteration 41Q: 3 clusters Score -1653784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1653783.875000 Penalty: 3022.351074
	Iteration 42F: 3 clusters Score -1653784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -166306.828125 Penalty: 1157.989136
	Iteration 0F: 2 clusters Score -166306.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -164739.562500 Penalty: 2315.978271
	Iteration 0F: 3 clusters Score -164739.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -165076.312500 Penalty: 2315.978271
	Iteration 1F: 3 clusters Score -165076.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -165168.843750 Penalty: 2315.978271
	Iteration 2F: 3 clusters Score -165168.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -165213.796875 Penalty: 2315.978271
	Iteration 3Q: 3 clusters Score -165213.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -165241.984375 Penalty: 2315.978271
	Iteration 4Q: 3 clusters Score -165242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -165280.437500 Penalty: 2315.978271
	Iteration 5Q: 3 clusters Score -165280.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -165315.015625 Penalty: 2315.978271
	Iteration 6Q: 3 clusters Score -165315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -165337.296875 Penalty: 2315.978271
	Iteration 7Q: 3 clusters Score -165337.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -165358.015625 Penalty: 2315.978271
	Iteration 8Q: 3 clusters Score -165358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -165370.453125 Penalty: 2315.978271
	Iteration 9Q: 3 clusters Score -165370.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -165380.656250 Penalty: 2315.978271
	Iteration 10Q: 3 clusters Score -165380.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -165386.171875 Penalty: 2315.978271
	Iteration 11Q: 3 clusters Score -165386.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -165389.593750 Penalty: 2315.978271
	Iteration 12Q: 3 clusters Score -165389.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -165391.921875 Penalty: 2315.978271
	Iteration 13Q: 3 clusters Score -165391.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -165395.593750 Penalty: 2315.978271
	Iteration 14Q: 3 clusters Score -165395.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -165398.187500 Penalty: 2315.978271
	Iteration 15Q: 3 clusters Score -165398.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -165399.375000 Penalty: 2315.978271
	Iteration 16Q: 3 clusters Score -165399.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -165402.015625 Penalty: 2315.978271
	Iteration 17Q: 3 clusters Score -165402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -165404.921875 Penalty: 2315.978271
	Iteration 18Q: 3 clusters Score -165404.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -165410.031250 Penalty: 2315.978271
	Iteration 19Q: 3 clusters Score -165410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -165412.687500 Penalty: 2315.978271
	Iteration 20F: 3 clusters Score -165412.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -165414.734375 Penalty: 2315.978271
	Iteration 21Q: 3 clusters Score -165414.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -165415.968750 Penalty: 2315.978271
	Iteration 22Q: 3 clusters Score -165416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -165417.859375 Penalty: 2315.978271
	Iteration 23Q: 3 clusters Score -165417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -165419.031250 Penalty: 2315.978271
	Iteration 24Q: 3 clusters Score -165419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -165419.031250 Penalty: 2315.978271
	Iteration 25F: 3 clusters Score -165419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -258177.984375 Penalty: 1241.363647
	Iteration 0F: 2 clusters Score -258178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -256023.984375 Penalty: 2482.727295
	Iteration 0F: 3 clusters Score -256024 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -256579.031250 Penalty: 2482.727295
	Iteration 1F: 3 clusters Score -256579 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -256825.046875 Penalty: 2482.727295
	Iteration 2F: 3 clusters Score -256825 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -256984.796875 Penalty: 2482.727295
	Iteration 3F: 3 clusters Score -256984.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -257106.015625 Penalty: 2482.727295
	Iteration 4F: 3 clusters Score -257106 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -257240.375000 Penalty: 2482.727295
	Iteration 5F: 3 clusters Score -257240.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -257377.046875 Penalty: 2482.727295
	Iteration 6Q: 3 clusters Score -257377 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -257526.109375 Penalty: 2482.727295
	Iteration 7Q: 3 clusters Score -257526.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -257654.218750 Penalty: 2482.727295
	Iteration 8Q: 3 clusters Score -257654.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -257735.875000 Penalty: 2482.727295
	Iteration 9Q: 3 clusters Score -257735.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -257788.484375 Penalty: 2482.727295
	Iteration 10Q: 3 clusters Score -257788.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -257820.796875 Penalty: 2482.727295
	Iteration 11Q: 3 clusters Score -257820.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -257855.609375 Penalty: 2482.727295
	Iteration 12Q: 3 clusters Score -257855.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -257876.968750 Penalty: 2482.727295
	Iteration 13Q: 3 clusters Score -257877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -257901.062500 Penalty: 2482.727295
	Iteration 14Q: 3 clusters Score -257901.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -257909.609375 Penalty: 2482.727295
	Iteration 15Q: 3 clusters Score -257909.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -257917.828125 Penalty: 2482.727295
	Iteration 16Q: 3 clusters Score -257917.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -257919.578125 Penalty: 2482.727295
	Iteration 17Q: 3 clusters Score -257919.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -257921.468750 Penalty: 2482.727295
	Iteration 18Q: 3 clusters Score -257921.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -257923.375000 Penalty: 2482.727295
	Iteration 19Q: 3 clusters Score -257923.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -257925.437500 Penalty: 2482.727295
	Iteration 20F: 3 clusters Score -257925.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -257926.203125 Penalty: 2482.727295
	Iteration 21Q: 3 clusters Score -257926.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -257926.578125 Penalty: 2482.727295
	Iteration 22Q: 3 clusters Score -257926.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -257926.578125 Penalty: 2482.727295
	Iteration 23F: 3 clusters Score -257926.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Entering Unmasked Estep 
Score: -1348858.500000 Penalty: 1487.796875
	Iteration 0F: 2 clusters Score -1348858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1342072.500000 Penalty: 2975.593750
	Iteration 0F: 3 clusters Score -1342072 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1344307.375000 Penalty: 2975.593750
	Iteration 1F: 3 clusters Score -1344307 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1344501.625000 Penalty: 2975.593750
	Iteration 2F: 3 clusters Score -1344502 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1344670.375000 Penalty: 2975.593750
	Iteration 3Q: 3 clusters Score -1344670 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1344798.750000 Penalty: 2975.593750
	Iteration 4Q: 3 clusters Score -1344799 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1344904.500000 Penalty: 2975.593750
	Iteration 5Q: 3 clusters Score -1344904 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1344990.750000 Penalty: 2975.593750
	Iteration 6Q: 3 clusters Score -1344991 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1345075.750000 Penalty: 2975.593750
	Iteration 7Q: 3 clusters Score -1345076 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1345150.125000 Penalty: 2975.593750
	Iteration 8Q: 3 clusters Score -1345150 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1345222.500000 Penalty: 2975.593750
	Iteration 9Q: 3 clusters Score -1345222 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1345301.875000 Penalty: 2975.593750
	Iteration 10Q: 3 clusters Score -1345302 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1345379.375000 Penalty: 2975.593750
	Iteration 11Q: 3 clusters Score -1345379 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1345430.375000 Penalty: 2975.593750
	Iteration 12Q: 3 clusters Score -1345430 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1345486.000000 Penalty: 2975.593750
	Iteration 13Q: 3 clusters Score -1345486 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1345541.125000 Penalty: 2975.593750
	Iteration 14Q: 3 clusters Score -1345541 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1345590.625000 Penalty: 2975.593750
	Iteration 15Q: 3 clusters Score -1345591 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1345652.875000 Penalty: 2975.593750
	Iteration 16Q: 3 clusters Score -1345653 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1345713.375000 Penalty: 2975.593750
	Iteration 17Q: 3 clusters Score -1345713 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1345767.500000 Penalty: 2975.593750
	Iteration 18Q: 3 clusters Score -1345768 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1345822.750000 Penalty: 2975.593750
	Iteration 19Q: 3 clusters Score -1345823 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1345876.875000 Penalty: 2975.593750
	Iteration 20F: 3 clusters Score -1345877 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1345939.625000 Penalty: 2975.593750
	Iteration 21Q: 3 clusters Score -1345940 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1345999.500000 Penalty: 2975.593750
	Iteration 22Q: 3 clusters Score -1346000 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1346071.625000 Penalty: 2975.593750
	Iteration 23Q: 3 clusters Score -1346072 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1346158.500000 Penalty: 2975.593750
	Iteration 24Q: 3 clusters Score -1346158 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1346262.875000 Penalty: 2975.593750
	Iteration 25Q: 3 clusters Score -1346263 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1346382.750000 Penalty: 2975.593750
	Iteration 26Q: 3 clusters Score -1346383 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1346474.750000 Penalty: 2975.593750
	Iteration 27Q: 3 clusters Score -1346475 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1346541.625000 Penalty: 2975.593750
	Iteration 28Q: 3 clusters Score -1346542 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1346590.500000 Penalty: 2975.593750
	Iteration 29Q: 3 clusters Score -1346590 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1346634.000000 Penalty: 2975.593750
	Iteration 30Q: 3 clusters Score -1346634 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1346678.250000 Penalty: 2975.593750
	Iteration 31Q: 3 clusters Score -1346678 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1346719.125000 Penalty: 2975.593750
	Iteration 32Q: 3 clusters Score -1346719 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1346751.625000 Penalty: 2975.593750
	Iteration 33Q: 3 clusters Score -1346752 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1346782.125000 Penalty: 2975.593750
	Iteration 34Q: 3 clusters Score -1346782 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1346810.375000 Penalty: 2975.593750
	Iteration 35Q: 3 clusters Score -1346810 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1346838.375000 Penalty: 2975.593750
	Iteration 36Q: 3 clusters Score -1346838 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1346874.500000 Penalty: 2975.593750
	Iteration 37Q: 3 clusters Score -1346874 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1346906.375000 Penalty: 2975.593750
	Iteration 38Q: 3 clusters Score -1346906 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1346939.000000 Penalty: 2975.593750
	Iteration 39Q: 3 clusters Score -1346939 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1346977.750000 Penalty: 2975.593750
	Iteration 40F: 3 clusters Score -1346978 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1347026.125000 Penalty: 2975.593750
	Iteration 41Q: 3 clusters Score -1347026 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1347092.000000 Penalty: 2975.593750
	Iteration 42Q: 3 clusters Score -1347092 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1347175.500000 Penalty: 2975.593750
	Iteration 43Q: 3 clusters Score -1347176 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1347271.750000 Penalty: 2975.593750
	Iteration 44Q: 3 clusters Score -1347272 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1347397.750000 Penalty: 2975.593750
	Iteration 45Q: 3 clusters Score -1347398 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1347555.250000 Penalty: 2975.593750
	Iteration 46Q: 3 clusters Score -1347555 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1347694.125000 Penalty: 2975.593750
	Iteration 47Q: 3 clusters Score -1347694 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1347797.500000 Penalty: 2975.593750
	Iteration 48Q: 3 clusters Score -1347798 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1347896.125000 Penalty: 2975.593750
	Iteration 49Q: 3 clusters Score -1347896 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1347977.500000 Penalty: 2975.593750
	Iteration 50Q: 3 clusters Score -1347978 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1348030.250000 Penalty: 2975.593750
	Iteration 51Q: 3 clusters Score -1348030 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1348064.625000 Penalty: 2975.593750
	Iteration 52Q: 3 clusters Score -1348065 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1348102.625000 Penalty: 2975.593750
	Iteration 53Q: 3 clusters Score -1348103 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1348116.125000 Penalty: 2975.593750
	Iteration 54Q: 3 clusters Score -1348116 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1348135.500000 Penalty: 2975.593750
	Iteration 55Q: 3 clusters Score -1348136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1348151.625000 Penalty: 2975.593750
	Iteration 56Q: 3 clusters Score -1348152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1348170.875000 Penalty: 2975.593750
	Iteration 57Q: 3 clusters Score -1348171 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1348181.625000 Penalty: 2975.593750
	Iteration 58Q: 3 clusters Score -1348182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1348190.625000 Penalty: 2975.593750
	Iteration 59Q: 3 clusters Score -1348191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1348210.125000 Penalty: 2975.593750
	Iteration 60F: 3 clusters Score -1348210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1348218.500000 Penalty: 2975.593750
	Iteration 61Q: 3 clusters Score -1348218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1348236.625000 Penalty: 2975.593750
	Iteration 62Q: 3 clusters Score -1348237 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1348246.750000 Penalty: 2975.593750
	Iteration 63Q: 3 clusters Score -1348247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1348263.500000 Penalty: 2975.593750
	Iteration 64Q: 3 clusters Score -1348264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1348279.750000 Penalty: 2975.593750
	Iteration 65Q: 3 clusters Score -1348280 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1348301.000000 Penalty: 2975.593750
	Iteration 66Q: 3 clusters Score -1348301 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1348316.250000 Penalty: 2975.593750
	Iteration 67Q: 3 clusters Score -1348316 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1348330.375000 Penalty: 2975.593750
	Iteration 68Q: 3 clusters Score -1348330 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1348345.125000 Penalty: 2975.593750
	Iteration 69Q: 3 clusters Score -1348345 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1348355.000000 Penalty: 2975.593750
	Iteration 70Q: 3 clusters Score -1348355 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1348366.875000 Penalty: 2975.593750
	Iteration 71Q: 3 clusters Score -1348367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1348373.250000 Penalty: 2975.593750
	Iteration 72Q: 3 clusters Score -1348373 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1348380.250000 Penalty: 2975.593750
	Iteration 73Q: 3 clusters Score -1348380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1348392.875000 Penalty: 2975.593750
	Iteration 74Q: 3 clusters Score -1348393 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1348403.375000 Penalty: 2975.593750
	Iteration 75Q: 3 clusters Score -1348403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1348411.250000 Penalty: 2975.593750
	Iteration 76Q: 3 clusters Score -1348411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1348421.875000 Penalty: 2975.593750
	Iteration 77Q: 3 clusters Score -1348422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1348428.625000 Penalty: 2975.593750
	Iteration 78Q: 3 clusters Score -1348429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1348430.875000 Penalty: 2975.593750
	Iteration 79Q: 3 clusters Score -1348431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1348434.125000 Penalty: 2975.593750
	Iteration 80F: 3 clusters Score -1348434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1348435.500000 Penalty: 2975.593750
	Iteration 81Q: 3 clusters Score -1348436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1348436.500000 Penalty: 2975.593750
	Iteration 82Q: 3 clusters Score -1348436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1348438.375000 Penalty: 2975.593750
	Iteration 83Q: 3 clusters Score -1348438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1348440.125000 Penalty: 2975.593750
	Iteration 84Q: 3 clusters Score -1348440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1348440.500000 Penalty: 2975.593750
	Iteration 85Q: 3 clusters Score -1348440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1348438.625000 Penalty: 2975.593750
	Iteration 86Q: 3 clusters Score -1348439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1348439.375000 Penalty: 2975.593750
	Iteration 87Q: 3 clusters Score -1348439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1348439.250000 Penalty: 2975.593750
	Iteration 88Q: 3 clusters Score -1348439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1348439.250000 Penalty: 2975.593750
	Iteration 89F: 3 clusters Score -1348439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Entering Unmasked Estep 
Score: -2264933.000000 Penalty: 1560.255249
	Iteration 0F: 2 clusters Score -2264933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2254945.750000 Penalty: 3120.510498
	Iteration 0F: 3 clusters Score -2254946 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2258495.250000 Penalty: 3120.510498
	Iteration 1F: 3 clusters Score -2258495 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2258806.500000 Penalty: 3120.510498
	Iteration 2F: 3 clusters Score -2258806 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2259089.250000 Penalty: 3120.510498
	Iteration 3F: 3 clusters Score -2259089 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2259337.500000 Penalty: 3120.510498
	Iteration 4Q: 3 clusters Score -2259338 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2259588.000000 Penalty: 3120.510498
	Iteration 5Q: 3 clusters Score -2259588 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2259837.000000 Penalty: 3120.510498
	Iteration 6Q: 3 clusters Score -2259837 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2260119.750000 Penalty: 3120.510498
	Iteration 7Q: 3 clusters Score -2260120 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2260405.250000 Penalty: 3120.510498
	Iteration 8Q: 3 clusters Score -2260405 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2260687.000000 Penalty: 3120.510498
	Iteration 9Q: 3 clusters Score -2260687 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2261027.750000 Penalty: 3120.510498
	Iteration 10Q: 3 clusters Score -2261028 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2261369.500000 Penalty: 3120.510498
	Iteration 11Q: 3 clusters Score -2261370 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2261719.250000 Penalty: 3120.510498
	Iteration 12Q: 3 clusters Score -2261719 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2262065.250000 Penalty: 3120.510498
	Iteration 13Q: 3 clusters Score -2262065 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2262384.750000 Penalty: 3120.510498
	Iteration 14Q: 3 clusters Score -2262385 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2262652.000000 Penalty: 3120.510498
	Iteration 15Q: 3 clusters Score -2262652 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2262912.750000 Penalty: 3120.510498
	Iteration 16Q: 3 clusters Score -2262913 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2263088.500000 Penalty: 3120.510498
	Iteration 17Q: 3 clusters Score -2263088 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2263221.000000 Penalty: 3120.510498
	Iteration 18Q: 3 clusters Score -2263221 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2263323.000000 Penalty: 3120.510498
	Iteration 19Q: 3 clusters Score -2263323 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2263397.000000 Penalty: 3120.510498
	Iteration 20F: 3 clusters Score -2263397 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2263438.500000 Penalty: 3120.510498
	Iteration 21Q: 3 clusters Score -2263438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2263475.250000 Penalty: 3120.510498
	Iteration 22Q: 3 clusters Score -2263475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2263496.750000 Penalty: 3120.510498
	Iteration 23Q: 3 clusters Score -2263497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2263515.250000 Penalty: 3120.510498
	Iteration 24Q: 3 clusters Score -2263515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2263530.750000 Penalty: 3120.510498
	Iteration 25Q: 3 clusters Score -2263531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2263535.750000 Penalty: 3120.510498
	Iteration 26Q: 3 clusters Score -2263536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2263543.750000 Penalty: 3120.510498
	Iteration 27Q: 3 clusters Score -2263544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2263555.250000 Penalty: 3120.510498
	Iteration 28Q: 3 clusters Score -2263555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2263561.000000 Penalty: 3120.510498
	Iteration 29Q: 3 clusters Score -2263561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2263568.750000 Penalty: 3120.510498
	Iteration 30Q: 3 clusters Score -2263569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2263569.000000 Penalty: 3120.510498
	Iteration 31Q: 3 clusters Score -2263569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2263570.000000 Penalty: 3120.510498
	Iteration 32Q: 3 clusters Score -2263570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2263571.000000 Penalty: 3120.510498
	Iteration 33Q: 3 clusters Score -2263571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2263571.000000 Penalty: 3120.510498
	Iteration 34F: 3 clusters Score -2263571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Entering Unmasked Estep 
Score: -555366.062500 Penalty: 1352.507446
	Iteration 0F: 2 clusters Score -555366.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -551909.312500 Penalty: 2705.014893
	Iteration 0F: 3 clusters Score -551909.3 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -552992.062500 Penalty: 2705.014893
	Iteration 1F: 3 clusters Score -552992.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -553279.000000 Penalty: 2705.014893
	Iteration 2F: 3 clusters Score -553279 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -553541.625000 Penalty: 2705.014893
	Iteration 3F: 3 clusters Score -553541.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -553779.750000 Penalty: 2705.014893
	Iteration 4F: 3 clusters Score -553779.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -553973.875000 Penalty: 2705.014893
	Iteration 5F: 3 clusters Score -553973.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -554114.750000 Penalty: 2705.014893
	Iteration 6Q: 3 clusters Score -554114.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -554214.125000 Penalty: 2705.014893
	Iteration 7Q: 3 clusters Score -554214.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -554280.812500 Penalty: 2705.014893
	Iteration 8Q: 3 clusters Score -554280.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -554325.875000 Penalty: 2705.014893
	Iteration 9Q: 3 clusters Score -554325.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -554354.500000 Penalty: 2705.014893
	Iteration 10Q: 3 clusters Score -554354.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -554378.625000 Penalty: 2705.014893
	Iteration 11Q: 3 clusters Score -554378.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -554390.250000 Penalty: 2705.014893
	Iteration 12Q: 3 clusters Score -554390.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -554400.375000 Penalty: 2705.014893
	Iteration 13Q: 3 clusters Score -554400.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -554412.687500 Penalty: 2705.014893
	Iteration 14Q: 3 clusters Score -554412.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -554417.375000 Penalty: 2705.014893
	Iteration 15Q: 3 clusters Score -554417.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -554420.562500 Penalty: 2705.014893
	Iteration 16Q: 3 clusters Score -554420.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -554421.437500 Penalty: 2705.014893
	Iteration 17Q: 3 clusters Score -554421.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -554423.312500 Penalty: 2705.014893
	Iteration 18Q: 3 clusters Score -554423.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -554423.437500 Penalty: 2705.014893
	Iteration 19Q: 3 clusters Score -554423.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -554423.125000 Penalty: 2705.014893
	Iteration 20F: 3 clusters Score -554423.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Entering Unmasked Estep 
Score: -401766.500000 Penalty: 1302.705322
	Iteration 0F: 2 clusters Score -401766.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -399014.406250 Penalty: 2605.410645
	Iteration 0F: 3 clusters Score -399014.4 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -399834.187500 Penalty: 2605.410645
	Iteration 1F: 3 clusters Score -399834.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -400064.218750 Penalty: 2605.410645
	Iteration 2F: 3 clusters Score -400064.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -400313.500000 Penalty: 2605.410645
	Iteration 3F: 3 clusters Score -400313.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -400602.000000 Penalty: 2605.410645
	Iteration 4F: 3 clusters Score -400602 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -400860.281250 Penalty: 2605.410645
	Iteration 5F: 3 clusters Score -400860.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -401061.937500 Penalty: 2605.410645
	Iteration 6F: 3 clusters Score -401061.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -401214.281250 Penalty: 2605.410645
	Iteration 7Q: 3 clusters Score -401214.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -401366.812500 Penalty: 2605.410645
	Iteration 8Q: 3 clusters Score -401366.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -401484.437500 Penalty: 2605.410645
	Iteration 9Q: 3 clusters Score -401484.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -401550.531250 Penalty: 2605.410645
	Iteration 10Q: 3 clusters Score -401550.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -401601.718750 Penalty: 2605.410645
	Iteration 11Q: 3 clusters Score -401601.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -401638.718750 Penalty: 2605.410645
	Iteration 12Q: 3 clusters Score -401638.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -401664.000000 Penalty: 2605.410645
	Iteration 13Q: 3 clusters Score -401664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -401691.562500 Penalty: 2605.410645
	Iteration 14Q: 3 clusters Score -401691.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -401705.250000 Penalty: 2605.410645
	Iteration 15Q: 3 clusters Score -401705.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -401716.093750 Penalty: 2605.410645
	Iteration 16Q: 3 clusters Score -401716.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -401718.281250 Penalty: 2605.410645
	Iteration 17Q: 3 clusters Score -401718.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -401718.750000 Penalty: 2605.410645
	Iteration 18Q: 3 clusters Score -401718.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -401719.250000 Penalty: 2605.410645
	Iteration 19Q: 3 clusters Score -401719.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -401720.156250 Penalty: 2605.410645
	Iteration 20F: 3 clusters Score -401720.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -401720.000000 Penalty: 2605.410645
	Iteration 21Q: 3 clusters Score -401720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -401720.906250 Penalty: 2605.410645
	Iteration 22Q: 3 clusters Score -401720.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -401721.781250 Penalty: 2605.410645
	Iteration 23Q: 3 clusters Score -401721.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -401721.781250 Penalty: 2605.410645
	Iteration 24F: 3 clusters Score -401721.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Entering Unmasked Estep 
Score: -372403.312500 Penalty: 1289.823364
	Iteration 0F: 2 clusters Score -372403.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -369888.875000 Penalty: 2579.646729
	Iteration 0F: 3 clusters Score -369888.9 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -370538.093750 Penalty: 2579.646729
	Iteration 1F: 3 clusters Score -370538.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -370721.625000 Penalty: 2579.646729
	Iteration 2F: 3 clusters Score -370721.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -370898.906250 Penalty: 2579.646729
	Iteration 3F: 3 clusters Score -370898.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -371034.437500 Penalty: 2579.646729
	Iteration 4F: 3 clusters Score -371034.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -371172.812500 Penalty: 2579.646729
	Iteration 5F: 3 clusters Score -371172.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -371316.031250 Penalty: 2579.646729
	Iteration 6Q: 3 clusters Score -371316 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -371446.125000 Penalty: 2579.646729
	Iteration 7Q: 3 clusters Score -371446.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -371577.375000 Penalty: 2579.646729
	Iteration 8Q: 3 clusters Score -371577.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -371693.218750 Penalty: 2579.646729
	Iteration 9Q: 3 clusters Score -371693.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -371783.500000 Penalty: 2579.646729
	Iteration 10Q: 3 clusters Score -371783.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -371834.062500 Penalty: 2579.646729
	Iteration 11Q: 3 clusters Score -371834.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -371880.031250 Penalty: 2579.646729
	Iteration 12Q: 3 clusters Score -371880 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -371919.375000 Penalty: 2579.646729
	Iteration 13Q: 3 clusters Score -371919.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -371945.468750 Penalty: 2579.646729
	Iteration 14Q: 3 clusters Score -371945.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -371962.062500 Penalty: 2579.646729
	Iteration 15Q: 3 clusters Score -371962.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -371972.250000 Penalty: 2579.646729
	Iteration 16Q: 3 clusters Score -371972.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -371980.625000 Penalty: 2579.646729
	Iteration 17Q: 3 clusters Score -371980.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -371986.625000 Penalty: 2579.646729
	Iteration 18Q: 3 clusters Score -371986.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -371990.531250 Penalty: 2579.646729
	Iteration 19Q: 3 clusters Score -371990.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -371995.125000 Penalty: 2579.646729
	Iteration 20F: 3 clusters Score -371995.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -372000.937500 Penalty: 2579.646729
	Iteration 21Q: 3 clusters Score -372000.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -372005.843750 Penalty: 2579.646729
	Iteration 22Q: 3 clusters Score -372005.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -372009.875000 Penalty: 2579.646729
	Iteration 23Q: 3 clusters Score -372009.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -372011.500000 Penalty: 2579.646729
	Iteration 24Q: 3 clusters Score -372011.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -372013.125000 Penalty: 2579.646729
	Iteration 25Q: 3 clusters Score -372013.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -372015.343750 Penalty: 2579.646729
	Iteration 26Q: 3 clusters Score -372015.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -372016.437500 Penalty: 2579.646729
	Iteration 27Q: 3 clusters Score -372016.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -372016.750000 Penalty: 2579.646729
	Iteration 28Q: 3 clusters Score -372016.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -372017.031250 Penalty: 2579.646729
	Iteration 29Q: 3 clusters Score -372017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -372017.031250 Penalty: 2579.646729
	Iteration 30F: 3 clusters Score -372017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (14060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Entering Unmasked Estep 
Score: -2129984.500000 Penalty: 1552.052002
	Iteration 0F: 2 clusters Score -2129984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2120340.750000 Penalty: 3104.104004
	Iteration 0F: 3 clusters Score -2120341 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2123975.500000 Penalty: 3104.104004
	Iteration 1F: 3 clusters Score -2123976 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2124522.500000 Penalty: 3104.104004
	Iteration 2F: 3 clusters Score -2124522 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2125127.500000 Penalty: 3104.104004
	Iteration 3F: 3 clusters Score -2125128 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2125739.500000 Penalty: 3104.104004
	Iteration 4F: 3 clusters Score -2125740 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2126327.000000 Penalty: 3104.104004
	Iteration 5F: 3 clusters Score -2126327 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2126824.000000 Penalty: 3104.104004
	Iteration 6F: 3 clusters Score -2126824 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2127263.000000 Penalty: 3104.104004
	Iteration 7Q: 3 clusters Score -2127263 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2127654.750000 Penalty: 3104.104004
	Iteration 8Q: 3 clusters Score -2127655 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2127913.750000 Penalty: 3104.104004
	Iteration 9Q: 3 clusters Score -2127914 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2128067.500000 Penalty: 3104.104004
	Iteration 10Q: 3 clusters Score -2128068 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2128149.750000 Penalty: 3104.104004
	Iteration 11Q: 3 clusters Score -2128150 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2128205.000000 Penalty: 3104.104004
	Iteration 12Q: 3 clusters Score -2128205 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2128240.750000 Penalty: 3104.104004
	Iteration 13Q: 3 clusters Score -2128241 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2128269.750000 Penalty: 3104.104004
	Iteration 14Q: 3 clusters Score -2128270 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2128284.750000 Penalty: 3104.104004
	Iteration 15Q: 3 clusters Score -2128285 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2128305.250000 Penalty: 3104.104004
	Iteration 16Q: 3 clusters Score -2128305 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2128320.500000 Penalty: 3104.104004
	Iteration 17Q: 3 clusters Score -2128320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2128336.000000 Penalty: 3104.104004
	Iteration 18Q: 3 clusters Score -2128336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2128354.750000 Penalty: 3104.104004
	Iteration 19Q: 3 clusters Score -2128355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2128369.500000 Penalty: 3104.104004
	Iteration 20F: 3 clusters Score -2128370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2128391.000000 Penalty: 3104.104004
	Iteration 21Q: 3 clusters Score -2128391 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2128408.750000 Penalty: 3104.104004
	Iteration 22Q: 3 clusters Score -2128409 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2128426.500000 Penalty: 3104.104004
	Iteration 23Q: 3 clusters Score -2128426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2128448.000000 Penalty: 3104.104004
	Iteration 24Q: 3 clusters Score -2128448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2128458.500000 Penalty: 3104.104004
	Iteration 25Q: 3 clusters Score -2128458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2128463.250000 Penalty: 3104.104004
	Iteration 26Q: 3 clusters Score -2128463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2128475.500000 Penalty: 3104.104004
	Iteration 27Q: 3 clusters Score -2128476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2128480.250000 Penalty: 3104.104004
	Iteration 28Q: 3 clusters Score -2128480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2128483.000000 Penalty: 3104.104004
	Iteration 29Q: 3 clusters Score -2128483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2128491.000000 Penalty: 3104.104004
	Iteration 30Q: 3 clusters Score -2128491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2128492.750000 Penalty: 3104.104004
	Iteration 31Q: 3 clusters Score -2128493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2128502.250000 Penalty: 3104.104004
	Iteration 32Q: 3 clusters Score -2128502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2128505.750000 Penalty: 3104.104004
	Iteration 33Q: 3 clusters Score -2128506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2128508.500000 Penalty: 3104.104004
	Iteration 34Q: 3 clusters Score -2128508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2128515.750000 Penalty: 3104.104004
	Iteration 35Q: 3 clusters Score -2128516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2128518.500000 Penalty: 3104.104004
	Iteration 36Q: 3 clusters Score -2128518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2128521.500000 Penalty: 3104.104004
	Iteration 37Q: 3 clusters Score -2128522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2128524.250000 Penalty: 3104.104004
	Iteration 38Q: 3 clusters Score -2128524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2128530.500000 Penalty: 3104.104004
	Iteration 39Q: 3 clusters Score -2128530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2128534.000000 Penalty: 3104.104004
	Iteration 40F: 3 clusters Score -2128534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2128546.500000 Penalty: 3104.104004
	Iteration 41Q: 3 clusters Score -2128546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2128551.250000 Penalty: 3104.104004
	Iteration 42Q: 3 clusters Score -2128551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2128554.000000 Penalty: 3104.104004
	Iteration 43Q: 3 clusters Score -2128554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2128558.250000 Penalty: 3104.104004
	Iteration 44Q: 3 clusters Score -2128558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2128560.500000 Penalty: 3104.104004
	Iteration 45Q: 3 clusters Score -2128560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2128558.250000 Penalty: 3104.104004
	Iteration 46Q: 3 clusters Score -2128558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2128558.000000 Penalty: 3104.104004
	Iteration 47Q: 3 clusters Score -2128558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2128557.750000 Penalty: 3104.104004
	Iteration 48Q: 3 clusters Score -2128558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2128560.000000 Penalty: 3104.104004
	Iteration 49Q: 3 clusters Score -2128560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2128562.500000 Penalty: 3104.104004
	Iteration 50Q: 3 clusters Score -2128562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2128562.000000 Penalty: 3104.104004
	Iteration 51Q: 3 clusters Score -2128562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2128562.000000 Penalty: 3104.104004
	Iteration 52Q: 3 clusters Score -2128562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2128562.000000 Penalty: 3104.104004
	Iteration 53F: 3 clusters Score -2128562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -168448.265625 Penalty: 1165.144409
	Iteration 0F: 2 clusters Score -168448.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -166795.000000 Penalty: 2330.288818
	Iteration 0F: 3 clusters Score -166795 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -167158.578125 Penalty: 2330.288818
	Iteration 1F: 3 clusters Score -167158.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -167300.421875 Penalty: 2330.288818
	Iteration 2F: 3 clusters Score -167300.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -167361.968750 Penalty: 2330.288818
	Iteration 3F: 3 clusters Score -167362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -167404.109375 Penalty: 2330.288818
	Iteration 4Q: 3 clusters Score -167404.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -167434.093750 Penalty: 2330.288818
	Iteration 5Q: 3 clusters Score -167434.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -167470.812500 Penalty: 2330.288818
	Iteration 6Q: 3 clusters Score -167470.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -167500.406250 Penalty: 2330.288818
	Iteration 7Q: 3 clusters Score -167500.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -167537.343750 Penalty: 2330.288818
	Iteration 8Q: 3 clusters Score -167537.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -167571.078125 Penalty: 2330.288818
	Iteration 9Q: 3 clusters Score -167571.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -167625.609375 Penalty: 2330.288818
	Iteration 10Q: 3 clusters Score -167625.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -167663.343750 Penalty: 2330.288818
	Iteration 11Q: 3 clusters Score -167663.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -167697.750000 Penalty: 2330.288818
	Iteration 12Q: 3 clusters Score -167697.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -167727.750000 Penalty: 2330.288818
	Iteration 13Q: 3 clusters Score -167727.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -167756.312500 Penalty: 2330.288818
	Iteration 14Q: 3 clusters Score -167756.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -167781.359375 Penalty: 2330.288818
	Iteration 15Q: 3 clusters Score -167781.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -167803.906250 Penalty: 2330.288818
	Iteration 16Q: 3 clusters Score -167803.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -167822.765625 Penalty: 2330.288818
	Iteration 17Q: 3 clusters Score -167822.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -167845.328125 Penalty: 2330.288818
	Iteration 18Q: 3 clusters Score -167845.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -167874.281250 Penalty: 2330.288818
	Iteration 19Q: 3 clusters Score -167874.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -167907.609375 Penalty: 2330.288818
	Iteration 20F: 3 clusters Score -167907.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -167949.031250 Penalty: 2330.288818
	Iteration 21Q: 3 clusters Score -167949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -168004.437500 Penalty: 2330.288818
	Iteration 22Q: 3 clusters Score -168004.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -168060.203125 Penalty: 2330.288818
	Iteration 23Q: 3 clusters Score -168060.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -168112.421875 Penalty: 2330.288818
	Iteration 24Q: 3 clusters Score -168112.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -168171.718750 Penalty: 2330.288818
	Iteration 25Q: 3 clusters Score -168171.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -168216.890625 Penalty: 2330.288818
	Iteration 26Q: 3 clusters Score -168216.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -168260.312500 Penalty: 2330.288818
	Iteration 27Q: 3 clusters Score -168260.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -168308.656250 Penalty: 2330.288818
	Iteration 28Q: 3 clusters Score -168308.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -168342.687500 Penalty: 2330.288818
	Iteration 29Q: 3 clusters Score -168342.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -168369.875000 Penalty: 2330.288818
	Iteration 30Q: 3 clusters Score -168369.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -168393.671875 Penalty: 2330.288818
	Iteration 31Q: 3 clusters Score -168393.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -168409.000000 Penalty: 2330.288818
	Iteration 32Q: 3 clusters Score -168409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -168415.625000 Penalty: 2330.288818
	Iteration 33Q: 3 clusters Score -168415.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -168422.765625 Penalty: 2330.288818
	Iteration 34Q: 3 clusters Score -168422.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -168425.140625 Penalty: 2330.288818
	Iteration 35Q: 3 clusters Score -168425.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -168426.140625 Penalty: 2330.288818
	Iteration 36Q: 3 clusters Score -168426.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -168426.765625 Penalty: 2330.288818
	Iteration 37Q: 3 clusters Score -168426.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -168426.765625 Penalty: 2330.288818
	Iteration 38F: 3 clusters Score -168426.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -188866.984375 Penalty: 1177.997437
	Iteration 0F: 2 clusters Score -188867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -187183.828125 Penalty: 2355.994873
	Iteration 0F: 3 clusters Score -187183.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -187527.812500 Penalty: 2355.994873
	Iteration 1F: 3 clusters Score -187527.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -187657.609375 Penalty: 2355.994873
	Iteration 2F: 3 clusters Score -187657.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -187734.625000 Penalty: 2355.994873
	Iteration 3F: 3 clusters Score -187734.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -187791.593750 Penalty: 2355.994873
	Iteration 4Q: 3 clusters Score -187791.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -187832.718750 Penalty: 2355.994873
	Iteration 5Q: 3 clusters Score -187832.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -187869.515625 Penalty: 2355.994873
	Iteration 6Q: 3 clusters Score -187869.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -187897.140625 Penalty: 2355.994873
	Iteration 7Q: 3 clusters Score -187897.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -187921.140625 Penalty: 2355.994873
	Iteration 8Q: 3 clusters Score -187921.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -187936.093750 Penalty: 2355.994873
	Iteration 9Q: 3 clusters Score -187936.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -187957.593750 Penalty: 2355.994873
	Iteration 10Q: 3 clusters Score -187957.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -187973.125000 Penalty: 2355.994873
	Iteration 11Q: 3 clusters Score -187973.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -187982.984375 Penalty: 2355.994873
	Iteration 12Q: 3 clusters Score -187983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -187992.000000 Penalty: 2355.994873
	Iteration 13Q: 3 clusters Score -187992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -187996.609375 Penalty: 2355.994873
	Iteration 14Q: 3 clusters Score -187996.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -187999.984375 Penalty: 2355.994873
	Iteration 15Q: 3 clusters Score -188000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -188001.281250 Penalty: 2355.994873
	Iteration 16Q: 3 clusters Score -188001.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -188003.843750 Penalty: 2355.994873
	Iteration 17Q: 3 clusters Score -188003.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -188006.156250 Penalty: 2355.994873
	Iteration 18Q: 3 clusters Score -188006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -188009.078125 Penalty: 2355.994873
	Iteration 19Q: 3 clusters Score -188009.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -188012.671875 Penalty: 2355.994873
	Iteration 20F: 3 clusters Score -188012.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -188015.578125 Penalty: 2355.994873
	Iteration 21Q: 3 clusters Score -188015.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -188016.734375 Penalty: 2355.994873
	Iteration 22Q: 3 clusters Score -188016.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -188016.734375 Penalty: 2355.994873
	Iteration 23F: 3 clusters Score -188016.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Entering Unmasked Estep 
Score: -1025962.375000 Penalty: 1436.946655
	Iteration 0F: 2 clusters Score -1025962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1020785.125000 Penalty: 2873.893311
	Iteration 0F: 3 clusters Score -1020785 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1022466.062500 Penalty: 2873.893311
	Iteration 1F: 3 clusters Score -1022466 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1022654.375000 Penalty: 2873.893311
	Iteration 2F: 3 clusters Score -1022654 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1022801.437500 Penalty: 2873.893311
	Iteration 3Q: 3 clusters Score -1022801 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1022922.437500 Penalty: 2873.893311
	Iteration 4Q: 3 clusters Score -1022922 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1023020.375000 Penalty: 2873.893311
	Iteration 5Q: 3 clusters Score -1023020 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1023087.625000 Penalty: 2873.893311
	Iteration 6Q: 3 clusters Score -1023088 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1023138.500000 Penalty: 2873.893311
	Iteration 7Q: 3 clusters Score -1023138 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1023179.312500 Penalty: 2873.893311
	Iteration 8Q: 3 clusters Score -1023179 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1023211.687500 Penalty: 2873.893311
	Iteration 9Q: 3 clusters Score -1023212 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1023257.812500 Penalty: 2873.893311
	Iteration 10Q: 3 clusters Score -1023258 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1023295.375000 Penalty: 2873.893311
	Iteration 11Q: 3 clusters Score -1023295 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1023335.750000 Penalty: 2873.893311
	Iteration 12Q: 3 clusters Score -1023336 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1023377.125000 Penalty: 2873.893311
	Iteration 13Q: 3 clusters Score -1023377 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1023421.812500 Penalty: 2873.893311
	Iteration 14Q: 3 clusters Score -1023422 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1023482.687500 Penalty: 2873.893311
	Iteration 15Q: 3 clusters Score -1023483 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1023557.562500 Penalty: 2873.893311
	Iteration 16Q: 3 clusters Score -1023558 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1023636.875000 Penalty: 2873.893311
	Iteration 17Q: 3 clusters Score -1023637 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1023737.750000 Penalty: 2873.893311
	Iteration 18Q: 3 clusters Score -1023738 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1023842.812500 Penalty: 2873.893311
	Iteration 19Q: 3 clusters Score -1023843 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1023938.562500 Penalty: 2873.893311
	Iteration 20F: 3 clusters Score -1023939 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1024030.312500 Penalty: 2873.893311
	Iteration 21Q: 3 clusters Score -1024030 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1024083.625000 Penalty: 2873.893311
	Iteration 22Q: 3 clusters Score -1024084 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1024145.187500 Penalty: 2873.893311
	Iteration 23Q: 3 clusters Score -1024145 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1024192.750000 Penalty: 2873.893311
	Iteration 24Q: 3 clusters Score -1024193 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1024220.687500 Penalty: 2873.893311
	Iteration 25Q: 3 clusters Score -1024221 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1024247.937500 Penalty: 2873.893311
	Iteration 26Q: 3 clusters Score -1024248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1024269.125000 Penalty: 2873.893311
	Iteration 27Q: 3 clusters Score -1024269 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1024291.125000 Penalty: 2873.893311
	Iteration 28Q: 3 clusters Score -1024291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1024310.187500 Penalty: 2873.893311
	Iteration 29Q: 3 clusters Score -1024310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1024332.250000 Penalty: 2873.893311
	Iteration 30Q: 3 clusters Score -1024332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1024356.000000 Penalty: 2873.893311
	Iteration 31Q: 3 clusters Score -1024356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1024376.750000 Penalty: 2873.893311
	Iteration 32Q: 3 clusters Score -1024377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1024388.125000 Penalty: 2873.893311
	Iteration 33Q: 3 clusters Score -1024388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1024403.375000 Penalty: 2873.893311
	Iteration 34Q: 3 clusters Score -1024403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1024419.312500 Penalty: 2873.893311
	Iteration 35Q: 3 clusters Score -1024419 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1024432.562500 Penalty: 2873.893311
	Iteration 36Q: 3 clusters Score -1024433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1024444.750000 Penalty: 2873.893311
	Iteration 37Q: 3 clusters Score -1024445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1024453.812500 Penalty: 2873.893311
	Iteration 38Q: 3 clusters Score -1024454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1024463.687500 Penalty: 2873.893311
	Iteration 39Q: 3 clusters Score -1024464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1024470.625000 Penalty: 2873.893311
	Iteration 40F: 3 clusters Score -1024471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1024479.125000 Penalty: 2873.893311
	Iteration 41Q: 3 clusters Score -1024479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1024491.250000 Penalty: 2873.893311
	Iteration 42Q: 3 clusters Score -1024491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1024496.812500 Penalty: 2873.893311
	Iteration 43Q: 3 clusters Score -1024497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1024508.062500 Penalty: 2873.893311
	Iteration 44Q: 3 clusters Score -1024508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1024517.125000 Penalty: 2873.893311
	Iteration 45Q: 3 clusters Score -1024517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1024519.562500 Penalty: 2873.893311
	Iteration 46Q: 3 clusters Score -1024520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1024527.375000 Penalty: 2873.893311
	Iteration 47Q: 3 clusters Score -1024527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1024533.687500 Penalty: 2873.893311
	Iteration 48Q: 3 clusters Score -1024534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1024541.937500 Penalty: 2873.893311
	Iteration 49Q: 3 clusters Score -1024542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1024551.625000 Penalty: 2873.893311
	Iteration 50Q: 3 clusters Score -1024552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1024561.000000 Penalty: 2873.893311
	Iteration 51Q: 3 clusters Score -1024561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1024566.375000 Penalty: 2873.893311
	Iteration 52Q: 3 clusters Score -1024566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1024578.500000 Penalty: 2873.893311
	Iteration 53Q: 3 clusters Score -1024578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1024585.187500 Penalty: 2873.893311
	Iteration 54Q: 3 clusters Score -1024585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1024597.812500 Penalty: 2873.893311
	Iteration 55Q: 3 clusters Score -1024598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1024607.250000 Penalty: 2873.893311
	Iteration 56Q: 3 clusters Score -1024607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1024617.562500 Penalty: 2873.893311
	Iteration 57Q: 3 clusters Score -1024618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1024627.250000 Penalty: 2873.893311
	Iteration 58Q: 3 clusters Score -1024627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1024633.500000 Penalty: 2873.893311
	Iteration 59Q: 3 clusters Score -1024634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1024640.875000 Penalty: 2873.893311
	Iteration 60F: 3 clusters Score -1024641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1024643.312500 Penalty: 2873.893311
	Iteration 61Q: 3 clusters Score -1024643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1024646.375000 Penalty: 2873.893311
	Iteration 62Q: 3 clusters Score -1024646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1024650.062500 Penalty: 2873.893311
	Iteration 63Q: 3 clusters Score -1024650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1024653.250000 Penalty: 2873.893311
	Iteration 64Q: 3 clusters Score -1024653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1024654.250000 Penalty: 2873.893311
	Iteration 65Q: 3 clusters Score -1024654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1024654.312500 Penalty: 2873.893311
	Iteration 66Q: 3 clusters Score -1024654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1024655.500000 Penalty: 2873.893311
	Iteration 67Q: 3 clusters Score -1024656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1024655.500000 Penalty: 2873.893311
	Iteration 68Q: 3 clusters Score -1024656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1024657.437500 Penalty: 2873.893311
	Iteration 69Q: 3 clusters Score -1024657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1024659.125000 Penalty: 2873.893311
	Iteration 70Q: 3 clusters Score -1024659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1024661.875000 Penalty: 2873.893311
	Iteration 71Q: 3 clusters Score -1024662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1024663.000000 Penalty: 2873.893311
	Iteration 72Q: 3 clusters Score -1024663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1024663.437500 Penalty: 2873.893311
	Iteration 73Q: 3 clusters Score -1024663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1024663.437500 Penalty: 2873.893311
	Iteration 74F: 3 clusters Score -1024663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Entering Unmasked Estep 
Score: -1386338.875000 Penalty: 1490.536987
	Iteration 0F: 2 clusters Score -1386339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1379439.500000 Penalty: 2981.073975
	Iteration 0F: 3 clusters Score -1379440 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1381748.125000 Penalty: 2981.073975
	Iteration 1F: 3 clusters Score -1381748 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1382121.875000 Penalty: 2981.073975
	Iteration 2F: 3 clusters Score -1382122 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1382460.125000 Penalty: 2981.073975
	Iteration 3F: 3 clusters Score -1382460 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1382791.625000 Penalty: 2981.073975
	Iteration 4F: 3 clusters Score -1382792 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1383088.000000 Penalty: 2981.073975
	Iteration 5F: 3 clusters Score -1383088 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1383348.250000 Penalty: 2981.073975
	Iteration 6F: 3 clusters Score -1383348 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1383573.000000 Penalty: 2981.073975
	Iteration 7Q: 3 clusters Score -1383573 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1383776.125000 Penalty: 2981.073975
	Iteration 8Q: 3 clusters Score -1383776 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1383941.500000 Penalty: 2981.073975
	Iteration 9Q: 3 clusters Score -1383942 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1384092.125000 Penalty: 2981.073975
	Iteration 10Q: 3 clusters Score -1384092 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1384243.875000 Penalty: 2981.073975
	Iteration 11Q: 3 clusters Score -1384244 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1384403.750000 Penalty: 2981.073975
	Iteration 12Q: 3 clusters Score -1384404 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1384550.750000 Penalty: 2981.073975
	Iteration 13Q: 3 clusters Score -1384551 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1384687.375000 Penalty: 2981.073975
	Iteration 14Q: 3 clusters Score -1384687 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1384827.625000 Penalty: 2981.073975
	Iteration 15Q: 3 clusters Score -1384828 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1384948.250000 Penalty: 2981.073975
	Iteration 16Q: 3 clusters Score -1384948 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1385087.375000 Penalty: 2981.073975
	Iteration 17Q: 3 clusters Score -1385087 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1385207.875000 Penalty: 2981.073975
	Iteration 18Q: 3 clusters Score -1385208 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1385299.125000 Penalty: 2981.073975
	Iteration 19Q: 3 clusters Score -1385299 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1385367.250000 Penalty: 2981.073975
	Iteration 20F: 3 clusters Score -1385367 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1385408.125000 Penalty: 2981.073975
	Iteration 21Q: 3 clusters Score -1385408 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1385431.250000 Penalty: 2981.073975
	Iteration 22Q: 3 clusters Score -1385431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1385440.750000 Penalty: 2981.073975
	Iteration 23Q: 3 clusters Score -1385441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1385448.750000 Penalty: 2981.073975
	Iteration 24Q: 3 clusters Score -1385449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1385457.500000 Penalty: 2981.073975
	Iteration 25Q: 3 clusters Score -1385458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1385458.375000 Penalty: 2981.073975
	Iteration 26Q: 3 clusters Score -1385458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1385462.250000 Penalty: 2981.073975
	Iteration 27Q: 3 clusters Score -1385462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1385474.000000 Penalty: 2981.073975
	Iteration 28Q: 3 clusters Score -1385474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1385482.375000 Penalty: 2981.073975
	Iteration 29Q: 3 clusters Score -1385482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1385491.250000 Penalty: 2981.073975
	Iteration 30Q: 3 clusters Score -1385491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1385494.375000 Penalty: 2981.073975
	Iteration 31Q: 3 clusters Score -1385494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1385505.125000 Penalty: 2981.073975
	Iteration 32Q: 3 clusters Score -1385505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1385519.125000 Penalty: 2981.073975
	Iteration 33Q: 3 clusters Score -1385519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1385544.500000 Penalty: 2981.073975
	Iteration 34Q: 3 clusters Score -1385544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1385588.125000 Penalty: 2981.073975
	Iteration 35Q: 3 clusters Score -1385588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1385628.875000 Penalty: 2981.073975
	Iteration 36Q: 3 clusters Score -1385629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1385662.250000 Penalty: 2981.073975
	Iteration 37Q: 3 clusters Score -1385662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1385686.875000 Penalty: 2981.073975
	Iteration 38Q: 3 clusters Score -1385687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1385694.500000 Penalty: 2981.073975
	Iteration 39Q: 3 clusters Score -1385694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1385707.000000 Penalty: 2981.073975
	Iteration 40F: 3 clusters Score -1385707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1385715.375000 Penalty: 2981.073975
	Iteration 41Q: 3 clusters Score -1385715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1385723.375000 Penalty: 2981.073975
	Iteration 42Q: 3 clusters Score -1385723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1385726.625000 Penalty: 2981.073975
	Iteration 43Q: 3 clusters Score -1385727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1385735.875000 Penalty: 2981.073975
	Iteration 44Q: 3 clusters Score -1385736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1385737.875000 Penalty: 2981.073975
	Iteration 45Q: 3 clusters Score -1385738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1385739.250000 Penalty: 2981.073975
	Iteration 46Q: 3 clusters Score -1385739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1385739.625000 Penalty: 2981.073975
	Iteration 47Q: 3 clusters Score -1385740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1385739.625000 Penalty: 2981.073975
	Iteration 48F: 3 clusters Score -1385740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (20418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Entering Unmasked Estep 
Score: -3116486.750000 Penalty: 1612.677979
	Iteration 0F: 2 clusters Score -3116487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -3103482.500000 Penalty: 3225.355957
	Iteration 0F: 3 clusters Score -3103482 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -3108614.750000 Penalty: 3225.355957
	Iteration 1F: 3 clusters Score -3108615 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -3108934.500000 Penalty: 3225.355957
	Iteration 2F: 3 clusters Score -3108934 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -3109241.250000 Penalty: 3225.355957
	Iteration 3Q: 3 clusters Score -3109241 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -3109578.000000 Penalty: 3225.355957
	Iteration 4Q: 3 clusters Score -3109578 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -3109916.000000 Penalty: 3225.355957
	Iteration 5Q: 3 clusters Score -3109916 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -3110287.500000 Penalty: 3225.355957
	Iteration 6Q: 3 clusters Score -3110288 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -3110673.750000 Penalty: 3225.355957
	Iteration 7Q: 3 clusters Score -3110674 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -3110985.750000 Penalty: 3225.355957
	Iteration 8Q: 3 clusters Score -3110986 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -3111260.000000 Penalty: 3225.355957
	Iteration 9Q: 3 clusters Score -3111260 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -3111495.500000 Penalty: 3225.355957
	Iteration 10Q: 3 clusters Score -3111496 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -3111723.500000 Penalty: 3225.355957
	Iteration 11Q: 3 clusters Score -3111724 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -3111918.000000 Penalty: 3225.355957
	Iteration 12Q: 3 clusters Score -3111918 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -3112092.500000 Penalty: 3225.355957
	Iteration 13Q: 3 clusters Score -3112092 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -3112255.000000 Penalty: 3225.355957
	Iteration 14Q: 3 clusters Score -3112255 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -3112370.500000 Penalty: 3225.355957
	Iteration 15Q: 3 clusters Score -3112370 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3112448.750000 Penalty: 3225.355957
	Iteration 16Q: 3 clusters Score -3112449 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3112553.750000 Penalty: 3225.355957
	Iteration 17Q: 3 clusters Score -3112554 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -3112623.750000 Penalty: 3225.355957
	Iteration 18Q: 3 clusters Score -3112624 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -3112691.500000 Penalty: 3225.355957
	Iteration 19Q: 3 clusters Score -3112692 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -3112737.500000 Penalty: 3225.355957
	Iteration 20F: 3 clusters Score -3112738 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -3112786.750000 Penalty: 3225.355957
	Iteration 21Q: 3 clusters Score -3112787 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -3112816.750000 Penalty: 3225.355957
	Iteration 22Q: 3 clusters Score -3112817 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3112831.750000 Penalty: 3225.355957
	Iteration 23Q: 3 clusters Score -3112832 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -3112876.250000 Penalty: 3225.355957
	Iteration 24Q: 3 clusters Score -3112876 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -3112890.500000 Penalty: 3225.355957
	Iteration 25Q: 3 clusters Score -3112890 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -3112906.750000 Penalty: 3225.355957
	Iteration 26Q: 3 clusters Score -3112907 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -3112917.500000 Penalty: 3225.355957
	Iteration 27Q: 3 clusters Score -3112918 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -3112944.250000 Penalty: 3225.355957
	Iteration 28Q: 3 clusters Score -3112944 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3112958.500000 Penalty: 3225.355957
	Iteration 29Q: 3 clusters Score -3112958 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -3112954.750000 Penalty: 3225.355957
	Iteration 30Q: 3 clusters Score -3112955 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -3112958.000000 Penalty: 3225.355957
	Iteration 31Q: 3 clusters Score -3112958 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -3112971.250000 Penalty: 3225.355957
	Iteration 32Q: 3 clusters Score -3112971 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -3112976.500000 Penalty: 3225.355957
	Iteration 33Q: 3 clusters Score -3112976 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -3112971.250000 Penalty: 3225.355957
	Iteration 34Q: 3 clusters Score -3112971 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3112965.000000 Penalty: 3225.355957
	Iteration 35Q: 3 clusters Score -3112965 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -3112970.250000 Penalty: 3225.355957
	Iteration 36Q: 3 clusters Score -3112970 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -3112975.000000 Penalty: 3225.355957
	Iteration 37Q: 3 clusters Score -3112975 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3112993.000000 Penalty: 3225.355957
	Iteration 38Q: 3 clusters Score -3112993 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -3113004.500000 Penalty: 3225.355957
	Iteration 39Q: 3 clusters Score -3113004 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -3112996.250000 Penalty: 3225.355957
	Iteration 40F: 3 clusters Score -3112996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3112998.750000 Penalty: 3225.355957
	Iteration 41Q: 3 clusters Score -3112999 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -3113005.000000 Penalty: 3225.355957
	Iteration 42Q: 3 clusters Score -3113005 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -3113014.000000 Penalty: 3225.355957
	Iteration 43Q: 3 clusters Score -3113014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -3113021.500000 Penalty: 3225.355957
	Iteration 44Q: 3 clusters Score -3113022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -3113025.500000 Penalty: 3225.355957
	Iteration 45Q: 3 clusters Score -3113026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -3113019.500000 Penalty: 3225.355957
	Iteration 46Q: 3 clusters Score -3113020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -3113016.500000 Penalty: 3225.355957
	Iteration 47Q: 3 clusters Score -3113016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -3113019.000000 Penalty: 3225.355957
	Iteration 48Q: 3 clusters Score -3113019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -3113024.750000 Penalty: 3225.355957
	Iteration 49Q: 3 clusters Score -3113025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -3113021.500000 Penalty: 3225.355957
	Iteration 50Q: 3 clusters Score -3113022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -3113028.000000 Penalty: 3225.355957
	Iteration 51Q: 3 clusters Score -3113028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -3113028.250000 Penalty: 3225.355957
	Iteration 52Q: 3 clusters Score -3113028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -3113031.250000 Penalty: 3225.355957
	Iteration 53Q: 3 clusters Score -3113031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -3113024.250000 Penalty: 3225.355957
	Iteration 54Q: 3 clusters Score -3113024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -3113027.750000 Penalty: 3225.355957
	Iteration 55Q: 3 clusters Score -3113028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -3113025.000000 Penalty: 3225.355957
	Iteration 56Q: 3 clusters Score -3113025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3113021.250000 Penalty: 3225.355957
	Iteration 57Q: 3 clusters Score -3113021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -3113023.500000 Penalty: 3225.355957
	Iteration 58Q: 3 clusters Score -3113024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -3113025.750000 Penalty: 3225.355957
	Iteration 59Q: 3 clusters Score -3113026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -3113025.250000 Penalty: 3225.355957
	Iteration 60F: 3 clusters Score -3113025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -3113024.000000 Penalty: 3225.355957
	Iteration 61Q: 3 clusters Score -3113024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -3113031.500000 Penalty: 3225.355957
	Iteration 62Q: 3 clusters Score -3113032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -3113024.250000 Penalty: 3225.355957
	Iteration 63Q: 3 clusters Score -3113024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -3113020.000000 Penalty: 3225.355957
	Iteration 64Q: 3 clusters Score -3113020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -3113014.250000 Penalty: 3225.355957
	Iteration 65Q: 3 clusters Score -3113014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3113017.250000 Penalty: 3225.355957
	Iteration 66Q: 3 clusters Score -3113017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3113019.750000 Penalty: 3225.355957
	Iteration 67Q: 3 clusters Score -3113020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -3113016.750000 Penalty: 3225.355957
	Iteration 68Q: 3 clusters Score -3113017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -3113017.500000 Penalty: 3225.355957
	Iteration 69Q: 3 clusters Score -3113018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -3113015.750000 Penalty: 3225.355957
	Iteration 70Q: 3 clusters Score -3113016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -3113022.000000 Penalty: 3225.355957
	Iteration 71Q: 3 clusters Score -3113022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -3113024.250000 Penalty: 3225.355957
	Iteration 72Q: 3 clusters Score -3113024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -3113028.000000 Penalty: 3225.355957
	Iteration 73Q: 3 clusters Score -3113028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3113038.000000 Penalty: 3225.355957
	Iteration 74Q: 3 clusters Score -3113038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3113028.750000 Penalty: 3225.355957
	Iteration 75Q: 3 clusters Score -3113029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -3113019.000000 Penalty: 3225.355957
	Iteration 76Q: 3 clusters Score -3113019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -3113023.750000 Penalty: 3225.355957
	Iteration 77Q: 3 clusters Score -3113024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -3113025.500000 Penalty: 3225.355957
	Iteration 78Q: 3 clusters Score -3113026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3113024.500000 Penalty: 3225.355957
	Iteration 79Q: 3 clusters Score -3113024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -3113025.750000 Penalty: 3225.355957
	Iteration 80F: 3 clusters Score -3113026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -3113027.750000 Penalty: 3225.355957
	Iteration 81Q: 3 clusters Score -3113028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3113028.000000 Penalty: 3225.355957
	Iteration 82Q: 3 clusters Score -3113028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -3113023.250000 Penalty: 3225.355957
	Iteration 83Q: 3 clusters Score -3113023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -3113027.000000 Penalty: 3225.355957
	Iteration 84Q: 3 clusters Score -3113027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -3113029.000000 Penalty: 3225.355957
	Iteration 85Q: 3 clusters Score -3113029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -3113029.250000 Penalty: 3225.355957
	Iteration 86Q: 3 clusters Score -3113029 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -3113025.500000 Penalty: 3225.355957
	Iteration 87Q: 3 clusters Score -3113026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3113031.000000 Penalty: 3225.355957
	Iteration 88Q: 3 clusters Score -3113031 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -3113036.000000 Penalty: 3225.355957
	Iteration 89Q: 3 clusters Score -3113036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3113041.500000 Penalty: 3225.355957
	Iteration 90Q: 3 clusters Score -3113042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -3113043.500000 Penalty: 3225.355957
	Iteration 91Q: 3 clusters Score -3113044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -3113036.750000 Penalty: 3225.355957
	Iteration 92Q: 3 clusters Score -3113037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -3113039.250000 Penalty: 3225.355957
	Iteration 93Q: 3 clusters Score -3113039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -3113045.000000 Penalty: 3225.355957
	Iteration 94Q: 3 clusters Score -3113045 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -3113050.000000 Penalty: 3225.355957
	Iteration 95Q: 3 clusters Score -3113050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -3113041.500000 Penalty: 3225.355957
	Iteration 96Q: 3 clusters Score -3113042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -3113041.500000 Penalty: 3225.355957
	Iteration 97Q: 3 clusters Score -3113042 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -3113045.000000 Penalty: 3225.355957
	Iteration 98Q: 3 clusters Score -3113045 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -3113039.500000 Penalty: 3225.355957
	Iteration 99Q: 3 clusters Score -3113040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -3113046.750000 Penalty: 3225.355957
	Iteration 100F: 3 clusters Score -3113047 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3113046.250000 Penalty: 3225.355957
	Iteration 101Q: 3 clusters Score -3113046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -3113050.250000 Penalty: 3225.355957
	Iteration 102Q: 3 clusters Score -3113050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -3113049.500000 Penalty: 3225.355957
	Iteration 103Q: 3 clusters Score -3113050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -3113047.250000 Penalty: 3225.355957
	Iteration 104Q: 3 clusters Score -3113047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -3113057.000000 Penalty: 3225.355957
	Iteration 105Q: 3 clusters Score -3113057 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -3113059.500000 Penalty: 3225.355957
	Iteration 106Q: 3 clusters Score -3113060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -3113059.000000 Penalty: 3225.355957
	Iteration 107Q: 3 clusters Score -3113059 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -3113061.500000 Penalty: 3225.355957
	Iteration 108Q: 3 clusters Score -3113062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -3113060.500000 Penalty: 3225.355957
	Iteration 109Q: 3 clusters Score -3113060 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -3113071.500000 Penalty: 3225.355957
	Iteration 110Q: 3 clusters Score -3113072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -3113075.250000 Penalty: 3225.355957
	Iteration 111Q: 3 clusters Score -3113075 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -3113087.750000 Penalty: 3225.355957
	Iteration 112Q: 3 clusters Score -3113088 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -3113084.250000 Penalty: 3225.355957
	Iteration 113Q: 3 clusters Score -3113084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -3113079.000000 Penalty: 3225.355957
	Iteration 114Q: 3 clusters Score -3113079 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -3113088.000000 Penalty: 3225.355957
	Iteration 115Q: 3 clusters Score -3113088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3113083.000000 Penalty: 3225.355957
	Iteration 116Q: 3 clusters Score -3113083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3113084.250000 Penalty: 3225.355957
	Iteration 117Q: 3 clusters Score -3113084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -3113084.750000 Penalty: 3225.355957
	Iteration 118Q: 3 clusters Score -3113085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -3113085.500000 Penalty: 3225.355957
	Iteration 119Q: 3 clusters Score -3113086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -3113090.500000 Penalty: 3225.355957
	Iteration 120F: 3 clusters Score -3113090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -3113100.500000 Penalty: 3225.355957
	Iteration 121Q: 3 clusters Score -3113100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -3113105.750000 Penalty: 3225.355957
	Iteration 122Q: 3 clusters Score -3113106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -3113100.000000 Penalty: 3225.355957
	Iteration 123Q: 3 clusters Score -3113100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -3113097.500000 Penalty: 3225.355957
	Iteration 124Q: 3 clusters Score -3113098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -3113108.500000 Penalty: 3225.355957
	Iteration 125Q: 3 clusters Score -3113108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3113108.750000 Penalty: 3225.355957
	Iteration 126Q: 3 clusters Score -3113109 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -3113117.000000 Penalty: 3225.355957
	Iteration 127Q: 3 clusters Score -3113117 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3113122.000000 Penalty: 3225.355957
	Iteration 128Q: 3 clusters Score -3113122 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -3113127.000000 Penalty: 3225.355957
	Iteration 129Q: 3 clusters Score -3113127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -3113127.250000 Penalty: 3225.355957
	Iteration 130Q: 3 clusters Score -3113127 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -3113128.750000 Penalty: 3225.355957
	Iteration 131Q: 3 clusters Score -3113129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -3113135.000000 Penalty: 3225.355957
	Iteration 132Q: 3 clusters Score -3113135 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -3113130.250000 Penalty: 3225.355957
	Iteration 133Q: 3 clusters Score -3113130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -3113133.750000 Penalty: 3225.355957
	Iteration 134Q: 3 clusters Score -3113134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -3113128.750000 Penalty: 3225.355957
	Iteration 135Q: 3 clusters Score -3113129 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -3113132.500000 Penalty: 3225.355957
	Iteration 136Q: 3 clusters Score -3113132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -3113134.000000 Penalty: 3225.355957
	Iteration 137Q: 3 clusters Score -3113134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -3113136.000000 Penalty: 3225.355957
	Iteration 138Q: 3 clusters Score -3113136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -3113142.250000 Penalty: 3225.355957
	Iteration 139Q: 3 clusters Score -3113142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -3113149.500000 Penalty: 3225.355957
	Iteration 140F: 3 clusters Score -3113150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -3113149.500000 Penalty: 3225.355957
	Iteration 141Q: 3 clusters Score -3113150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -3113156.500000 Penalty: 3225.355957
	Iteration 142Q: 3 clusters Score -3113156 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -3113160.250000 Penalty: 3225.355957
	Iteration 143Q: 3 clusters Score -3113160 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -3113171.250000 Penalty: 3225.355957
	Iteration 144Q: 3 clusters Score -3113171 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -3113180.250000 Penalty: 3225.355957
	Iteration 145Q: 3 clusters Score -3113180 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -3113180.000000 Penalty: 3225.355957
	Iteration 146Q: 3 clusters Score -3113180 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -3113194.000000 Penalty: 3225.355957
	Iteration 147Q: 3 clusters Score -3113194 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -3113207.750000 Penalty: 3225.355957
	Iteration 148Q: 3 clusters Score -3113208 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -3113219.500000 Penalty: 3225.355957
	Iteration 149Q: 3 clusters Score -3113220 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -3113230.000000 Penalty: 3225.355957
	Iteration 150Q: 3 clusters Score -3113230 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -3113229.750000 Penalty: 3225.355957
	Iteration 151Q: 3 clusters Score -3113230 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -3113248.750000 Penalty: 3225.355957
	Iteration 152Q: 3 clusters Score -3113249 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -3113252.250000 Penalty: 3225.355957
	Iteration 153Q: 3 clusters Score -3113252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -3113271.250000 Penalty: 3225.355957
	Iteration 154Q: 3 clusters Score -3113271 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -3113282.250000 Penalty: 3225.355957
	Iteration 155Q: 3 clusters Score -3113282 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3113312.500000 Penalty: 3225.355957
	Iteration 156Q: 3 clusters Score -3113312 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3113334.000000 Penalty: 3225.355957
	Iteration 157Q: 3 clusters Score -3113334 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -3113343.750000 Penalty: 3225.355957
	Iteration 158Q: 3 clusters Score -3113344 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -3113376.500000 Penalty: 3225.355957
	Iteration 159Q: 3 clusters Score -3113376 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -3113399.250000 Penalty: 3225.355957
	Iteration 160F: 3 clusters Score -3113399 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -3113436.250000 Penalty: 3225.355957
	Iteration 161Q: 3 clusters Score -3113436 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -3113485.000000 Penalty: 3225.355957
	Iteration 162Q: 3 clusters Score -3113485 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3113525.000000 Penalty: 3225.355957
	Iteration 163Q: 3 clusters Score -3113525 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -3113591.000000 Penalty: 3225.355957
	Iteration 164Q: 3 clusters Score -3113591 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -3113637.750000 Penalty: 3225.355957
	Iteration 165Q: 3 clusters Score -3113638 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -3113689.000000 Penalty: 3225.355957
	Iteration 166Q: 3 clusters Score -3113689 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -3113740.750000 Penalty: 3225.355957
	Iteration 167Q: 3 clusters Score -3113741 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -3113797.750000 Penalty: 3225.355957
	Iteration 168Q: 3 clusters Score -3113798 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -3113863.750000 Penalty: 3225.355957
	Iteration 169Q: 3 clusters Score -3113864 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -3113948.250000 Penalty: 3225.355957
	Iteration 170Q: 3 clusters Score -3113948 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -3114022.250000 Penalty: 3225.355957
	Iteration 171Q: 3 clusters Score -3114022 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -3114099.000000 Penalty: 3225.355957
	Iteration 172Q: 3 clusters Score -3114099 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -3114151.000000 Penalty: 3225.355957
	Iteration 173Q: 3 clusters Score -3114151 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -3114228.750000 Penalty: 3225.355957
	Iteration 174Q: 3 clusters Score -3114229 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -3114287.250000 Penalty: 3225.355957
	Iteration 175Q: 3 clusters Score -3114287 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -3114351.500000 Penalty: 3225.355957
	Iteration 176Q: 3 clusters Score -3114352 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3114414.750000 Penalty: 3225.355957
	Iteration 177Q: 3 clusters Score -3114415 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -3114504.000000 Penalty: 3225.355957
	Iteration 178Q: 3 clusters Score -3114504 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3114588.750000 Penalty: 3225.355957
	Iteration 179Q: 3 clusters Score -3114589 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3114692.750000 Penalty: 3225.355957
	Iteration 180F: 3 clusters Score -3114693 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3114780.250000 Penalty: 3225.355957
	Iteration 181Q: 3 clusters Score -3114780 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3114866.000000 Penalty: 3225.355957
	Iteration 182Q: 3 clusters Score -3114866 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3114931.750000 Penalty: 3225.355957
	Iteration 183Q: 3 clusters Score -3114932 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3115015.250000 Penalty: 3225.355957
	Iteration 184Q: 3 clusters Score -3115015 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3115083.750000 Penalty: 3225.355957
	Iteration 185Q: 3 clusters Score -3115084 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3115161.500000 Penalty: 3225.355957
	Iteration 186Q: 3 clusters Score -3115162 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3115218.250000 Penalty: 3225.355957
	Iteration 187Q: 3 clusters Score -3115218 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3115252.750000 Penalty: 3225.355957
	Iteration 188Q: 3 clusters Score -3115253 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3115284.500000 Penalty: 3225.355957
	Iteration 189Q: 3 clusters Score -3115284 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3115306.500000 Penalty: 3225.355957
	Iteration 190Q: 3 clusters Score -3115306 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3115332.250000 Penalty: 3225.355957
	Iteration 191Q: 3 clusters Score -3115332 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3115351.500000 Penalty: 3225.355957
	Iteration 192Q: 3 clusters Score -3115352 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3115375.500000 Penalty: 3225.355957
	Iteration 193Q: 3 clusters Score -3115376 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3115392.750000 Penalty: 3225.355957
	Iteration 194Q: 3 clusters Score -3115393 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3115398.250000 Penalty: 3225.355957
	Iteration 195Q: 3 clusters Score -3115398 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3115406.000000 Penalty: 3225.355957
	Iteration 196Q: 3 clusters Score -3115406 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3115401.000000 Penalty: 3225.355957
	Iteration 197Q: 3 clusters Score -3115401 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3115412.500000 Penalty: 3225.355957
	Iteration 198Q: 3 clusters Score -3115412 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3115412.500000 Penalty: 3225.355957
	Iteration 199Q: 3 clusters Score -3115412 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3115405.750000 Penalty: 3225.355957
	Iteration 200F: 3 clusters Score -3115406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3115408.750000 Penalty: 3225.355957
	Iteration 201Q: 3 clusters Score -3115409 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3115412.750000 Penalty: 3225.355957
	Iteration 202Q: 3 clusters Score -3115413 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3115415.000000 Penalty: 3225.355957
	Iteration 203Q: 3 clusters Score -3115415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3115415.250000 Penalty: 3225.355957
	Iteration 204Q: 3 clusters Score -3115415 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3115413.250000 Penalty: 3225.355957
	Iteration 205Q: 3 clusters Score -3115413 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3115414.500000 Penalty: 3225.355957
	Iteration 206Q: 3 clusters Score -3115414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3115404.000000 Penalty: 3225.355957
	Iteration 207Q: 3 clusters Score -3115404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3115405.250000 Penalty: 3225.355957
	Iteration 208Q: 3 clusters Score -3115405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3115400.500000 Penalty: 3225.355957
	Iteration 209Q: 3 clusters Score -3115400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3115402.750000 Penalty: 3225.355957
	Iteration 210Q: 3 clusters Score -3115403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3115406.750000 Penalty: 3225.355957
	Iteration 211Q: 3 clusters Score -3115407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3115408.750000 Penalty: 3225.355957
	Iteration 212Q: 3 clusters Score -3115409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3115409.250000 Penalty: 3225.355957
	Iteration 213Q: 3 clusters Score -3115409 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3115402.500000 Penalty: 3225.355957
	Iteration 214Q: 3 clusters Score -3115402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3115393.250000 Penalty: 3225.355957
	Iteration 215Q: 3 clusters Score -3115393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3115395.000000 Penalty: 3225.355957
	Iteration 216Q: 3 clusters Score -3115395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3115392.750000 Penalty: 3225.355957
	Iteration 217Q: 3 clusters Score -3115393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3115385.000000 Penalty: 3225.355957
	Iteration 218Q: 3 clusters Score -3115385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3115390.000000 Penalty: 3225.355957
	Iteration 219Q: 3 clusters Score -3115390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3115388.500000 Penalty: 3225.355957
	Iteration 220F: 3 clusters Score -3115388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3115390.500000 Penalty: 3225.355957
	Iteration 221Q: 3 clusters Score -3115390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3115395.500000 Penalty: 3225.355957
	Iteration 222Q: 3 clusters Score -3115396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3115383.250000 Penalty: 3225.355957
	Iteration 223Q: 3 clusters Score -3115383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3115380.750000 Penalty: 3225.355957
	Iteration 224Q: 3 clusters Score -3115381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3115378.750000 Penalty: 3225.355957
	Iteration 225Q: 3 clusters Score -3115379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3115380.250000 Penalty: 3225.355957
	Iteration 226Q: 3 clusters Score -3115380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3115377.250000 Penalty: 3225.355957
	Iteration 227Q: 3 clusters Score -3115377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3115379.500000 Penalty: 3225.355957
	Iteration 228Q: 3 clusters Score -3115380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3115384.500000 Penalty: 3225.355957
	Iteration 229Q: 3 clusters Score -3115384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3115383.250000 Penalty: 3225.355957
	Iteration 230Q: 3 clusters Score -3115383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3115384.500000 Penalty: 3225.355957
	Iteration 231Q: 3 clusters Score -3115384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3115388.250000 Penalty: 3225.355957
	Iteration 232Q: 3 clusters Score -3115388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3115387.500000 Penalty: 3225.355957
	Iteration 233Q: 3 clusters Score -3115388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3115385.500000 Penalty: 3225.355957
	Iteration 234Q: 3 clusters Score -3115386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3115386.250000 Penalty: 3225.355957
	Iteration 235Q: 3 clusters Score -3115386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3115387.250000 Penalty: 3225.355957
	Iteration 236Q: 3 clusters Score -3115387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3115384.500000 Penalty: 3225.355957
	Iteration 237Q: 3 clusters Score -3115384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3115384.500000 Penalty: 3225.355957
	Iteration 238F: 3 clusters Score -3115384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Entering Unmasked Estep 
Score: -276956.250000 Penalty: 1233.513550
	Iteration 0F: 2 clusters Score -276956.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -274925.343750 Penalty: 2467.027100
	Iteration 0F: 3 clusters Score -274925.3 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -275369.750000 Penalty: 2467.027100
	Iteration 1F: 3 clusters Score -275369.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -275514.843750 Penalty: 2467.027100
	Iteration 2F: 3 clusters Score -275514.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -275594.937500 Penalty: 2467.027100
	Iteration 3F: 3 clusters Score -275594.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -275683.562500 Penalty: 2467.027100
	Iteration 4Q: 3 clusters Score -275683.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -275747.000000 Penalty: 2467.027100
	Iteration 5Q: 3 clusters Score -275747 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -275814.125000 Penalty: 2467.027100
	Iteration 6Q: 3 clusters Score -275814.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -275890.250000 Penalty: 2467.027100
	Iteration 7Q: 3 clusters Score -275890.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -275955.843750 Penalty: 2467.027100
	Iteration 8Q: 3 clusters Score -275955.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -276001.562500 Penalty: 2467.027100
	Iteration 9Q: 3 clusters Score -276001.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -276053.312500 Penalty: 2467.027100
	Iteration 10Q: 3 clusters Score -276053.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -276090.593750 Penalty: 2467.027100
	Iteration 11Q: 3 clusters Score -276090.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -276118.187500 Penalty: 2467.027100
	Iteration 12Q: 3 clusters Score -276118.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -276141.468750 Penalty: 2467.027100
	Iteration 13Q: 3 clusters Score -276141.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -276160.750000 Penalty: 2467.027100
	Iteration 14Q: 3 clusters Score -276160.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -276176.312500 Penalty: 2467.027100
	Iteration 15Q: 3 clusters Score -276176.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -276191.468750 Penalty: 2467.027100
	Iteration 16Q: 3 clusters Score -276191.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -276210.750000 Penalty: 2467.027100
	Iteration 17Q: 3 clusters Score -276210.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -276220.281250 Penalty: 2467.027100
	Iteration 18Q: 3 clusters Score -276220.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -276226.625000 Penalty: 2467.027100
	Iteration 19Q: 3 clusters Score -276226.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -276229.875000 Penalty: 2467.027100
	Iteration 20F: 3 clusters Score -276229.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -276231.625000 Penalty: 2467.027100
	Iteration 21Q: 3 clusters Score -276231.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -276235.093750 Penalty: 2467.027100
	Iteration 22Q: 3 clusters Score -276235.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -276237.812500 Penalty: 2467.027100
	Iteration 23Q: 3 clusters Score -276237.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -276239.750000 Penalty: 2467.027100
	Iteration 24Q: 3 clusters Score -276239.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -276241.937500 Penalty: 2467.027100
	Iteration 25Q: 3 clusters Score -276241.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -276242.875000 Penalty: 2467.027100
	Iteration 26Q: 3 clusters Score -276242.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -276243.812500 Penalty: 2467.027100
	Iteration 27Q: 3 clusters Score -276243.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -276243.812500 Penalty: 2467.027100
	Iteration 28F: 3 clusters Score -276243.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -176625.109375 Penalty: 1150.914185
	Iteration 0F: 2 clusters Score -176625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -175039.781250 Penalty: 2301.828369
	Iteration 0F: 3 clusters Score -175039.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -175296.312500 Penalty: 2301.828369
	Iteration 1F: 3 clusters Score -175296.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -175383.078125 Penalty: 2301.828369
	Iteration 2F: 3 clusters Score -175383.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -175429.312500 Penalty: 2301.828369
	Iteration 3Q: 3 clusters Score -175429.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -175453.875000 Penalty: 2301.828369
	Iteration 4Q: 3 clusters Score -175453.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -175465.906250 Penalty: 2301.828369
	Iteration 5Q: 3 clusters Score -175465.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -175473.703125 Penalty: 2301.828369
	Iteration 6Q: 3 clusters Score -175473.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -175477.875000 Penalty: 2301.828369
	Iteration 7Q: 3 clusters Score -175477.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -175480.125000 Penalty: 2301.828369
	Iteration 8Q: 3 clusters Score -175480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -175481.390625 Penalty: 2301.828369
	Iteration 9Q: 3 clusters Score -175481.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -175483.734375 Penalty: 2301.828369
	Iteration 10Q: 3 clusters Score -175483.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -175485.484375 Penalty: 2301.828369
	Iteration 11Q: 3 clusters Score -175485.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -175487.375000 Penalty: 2301.828369
	Iteration 12Q: 3 clusters Score -175487.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -175489.015625 Penalty: 2301.828369
	Iteration 13Q: 3 clusters Score -175489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -175493.343750 Penalty: 2301.828369
	Iteration 14Q: 3 clusters Score -175493.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -175499.031250 Penalty: 2301.828369
	Iteration 15Q: 3 clusters Score -175499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -175501.453125 Penalty: 2301.828369
	Iteration 16Q: 3 clusters Score -175501.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -175505.437500 Penalty: 2301.828369
	Iteration 17Q: 3 clusters Score -175505.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -175508.906250 Penalty: 2301.828369
	Iteration 18Q: 3 clusters Score -175508.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -175512.546875 Penalty: 2301.828369
	Iteration 19Q: 3 clusters Score -175512.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -175514.687500 Penalty: 2301.828369
	Iteration 20F: 3 clusters Score -175514.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -175516.078125 Penalty: 2301.828369
	Iteration 21Q: 3 clusters Score -175516.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -175516.796875 Penalty: 2301.828369
	Iteration 22Q: 3 clusters Score -175516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -175516.937500 Penalty: 2301.828369
	Iteration 23Q: 3 clusters Score -175516.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -175516.937500 Penalty: 2301.828369
	Iteration 24F: 3 clusters Score -175516.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (28979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Entering Unmasked Estep 
Score: -4418914.000000 Penalty: 1669.578003
	Iteration 0F: 2 clusters Score -4418914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -4402241.500000 Penalty: 3339.156006
	Iteration 0F: 3 clusters Score -4402242 nChanged 13297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -4409962.500000 Penalty: 3339.156006
	Iteration 1F: 3 clusters Score -4409962 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -4410591.500000 Penalty: 3339.156006
	Iteration 2F: 3 clusters Score -4410592 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -4411301.500000 Penalty: 3339.156006
	Iteration 3F: 3 clusters Score -4411302 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -4412119.000000 Penalty: 3339.156006
	Iteration 4F: 3 clusters Score -4412119 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -4413041.500000 Penalty: 3339.156006
	Iteration 5F: 3 clusters Score -4413042 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -4413987.500000 Penalty: 3339.156006
	Iteration 6F: 3 clusters Score -4413988 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -4414811.500000 Penalty: 3339.156006
	Iteration 7F: 3 clusters Score -4414812 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -4415433.500000 Penalty: 3339.156006
	Iteration 8F: 3 clusters Score -4415434 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -4415783.000000 Penalty: 3339.156006
	Iteration 9Q: 3 clusters Score -4415783 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -4415961.500000 Penalty: 3339.156006
	Iteration 10Q: 3 clusters Score -4415962 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -4416079.500000 Penalty: 3339.156006
	Iteration 11Q: 3 clusters Score -4416080 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -4416144.000000 Penalty: 3339.156006
	Iteration 12Q: 3 clusters Score -4416144 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -4416254.500000 Penalty: 3339.156006
	Iteration 13Q: 3 clusters Score -4416254 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -4416307.500000 Penalty: 3339.156006
	Iteration 14Q: 3 clusters Score -4416308 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -4416363.500000 Penalty: 3339.156006
	Iteration 15Q: 3 clusters Score -4416364 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -4416445.000000 Penalty: 3339.156006
	Iteration 16Q: 3 clusters Score -4416445 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -4416550.500000 Penalty: 3339.156006
	Iteration 17Q: 3 clusters Score -4416550 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -4416622.500000 Penalty: 3339.156006
	Iteration 18Q: 3 clusters Score -4416622 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -4416686.500000 Penalty: 3339.156006
	Iteration 19Q: 3 clusters Score -4416686 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -4416808.500000 Penalty: 3339.156006
	Iteration 20F: 3 clusters Score -4416808 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -4416946.000000 Penalty: 3339.156006
	Iteration 21Q: 3 clusters Score -4416946 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -4417076.500000 Penalty: 3339.156006
	Iteration 22Q: 3 clusters Score -4417076 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -4417198.000000 Penalty: 3339.156006
	Iteration 23Q: 3 clusters Score -4417198 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -4417335.000000 Penalty: 3339.156006
	Iteration 24Q: 3 clusters Score -4417335 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -4417461.000000 Penalty: 3339.156006
	Iteration 25Q: 3 clusters Score -4417461 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -4417570.000000 Penalty: 3339.156006
	Iteration 26Q: 3 clusters Score -4417570 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -4417722.000000 Penalty: 3339.156006
	Iteration 27Q: 3 clusters Score -4417722 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -4417810.500000 Penalty: 3339.156006
	Iteration 28Q: 3 clusters Score -4417810 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -4417907.000000 Penalty: 3339.156006
	Iteration 29Q: 3 clusters Score -4417907 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -4418001.000000 Penalty: 3339.156006
	Iteration 30Q: 3 clusters Score -4418001 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -4418082.500000 Penalty: 3339.156006
	Iteration 31Q: 3 clusters Score -4418082 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -4418156.500000 Penalty: 3339.156006
	Iteration 32Q: 3 clusters Score -4418156 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -4418180.000000 Penalty: 3339.156006
	Iteration 33Q: 3 clusters Score -4418180 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -4418253.000000 Penalty: 3339.156006
	Iteration 34Q: 3 clusters Score -4418253 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -4418267.000000 Penalty: 3339.156006
	Iteration 35Q: 3 clusters Score -4418267 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -4418305.500000 Penalty: 3339.156006
	Iteration 36Q: 3 clusters Score -4418306 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -4418332.500000 Penalty: 3339.156006
	Iteration 37Q: 3 clusters Score -4418332 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -4418341.000000 Penalty: 3339.156006
	Iteration 38Q: 3 clusters Score -4418341 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -4418371.500000 Penalty: 3339.156006
	Iteration 39Q: 3 clusters Score -4418372 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -4418416.500000 Penalty: 3339.156006
	Iteration 40F: 3 clusters Score -4418416 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -4418462.000000 Penalty: 3339.156006
	Iteration 41Q: 3 clusters Score -4418462 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -4418494.000000 Penalty: 3339.156006
	Iteration 42Q: 3 clusters Score -4418494 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -4418500.500000 Penalty: 3339.156006
	Iteration 43Q: 3 clusters Score -4418500 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -4418518.000000 Penalty: 3339.156006
	Iteration 44Q: 3 clusters Score -4418518 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -4418549.000000 Penalty: 3339.156006
	Iteration 45Q: 3 clusters Score -4418549 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -4418571.000000 Penalty: 3339.156006
	Iteration 46Q: 3 clusters Score -4418571 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -4418586.500000 Penalty: 3339.156006
	Iteration 47Q: 3 clusters Score -4418586 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -4418603.500000 Penalty: 3339.156006
	Iteration 48Q: 3 clusters Score -4418604 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -4418615.000000 Penalty: 3339.156006
	Iteration 49Q: 3 clusters Score -4418615 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -4418628.500000 Penalty: 3339.156006
	Iteration 50Q: 3 clusters Score -4418628 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -4418651.500000 Penalty: 3339.156006
	Iteration 51Q: 3 clusters Score -4418652 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -4418680.500000 Penalty: 3339.156006
	Iteration 52Q: 3 clusters Score -4418680 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -4418708.500000 Penalty: 3339.156006
	Iteration 53Q: 3 clusters Score -4418708 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -4418718.000000 Penalty: 3339.156006
	Iteration 54Q: 3 clusters Score -4418718 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -4418728.000000 Penalty: 3339.156006
	Iteration 55Q: 3 clusters Score -4418728 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -4418745.000000 Penalty: 3339.156006
	Iteration 56Q: 3 clusters Score -4418745 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -4418749.500000 Penalty: 3339.156006
	Iteration 57Q: 3 clusters Score -4418750 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -4418761.500000 Penalty: 3339.156006
	Iteration 58Q: 3 clusters Score -4418762 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -4418767.000000 Penalty: 3339.156006
	Iteration 59Q: 3 clusters Score -4418767 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -4418793.500000 Penalty: 3339.156006
	Iteration 60F: 3 clusters Score -4418794 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -4418816.500000 Penalty: 3339.156006
	Iteration 61Q: 3 clusters Score -4418816 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -4418825.000000 Penalty: 3339.156006
	Iteration 62Q: 3 clusters Score -4418825 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -4418834.000000 Penalty: 3339.156006
	Iteration 63Q: 3 clusters Score -4418834 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -4418845.000000 Penalty: 3339.156006
	Iteration 64Q: 3 clusters Score -4418845 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -4418839.000000 Penalty: 3339.156006
	Iteration 65Q: 3 clusters Score -4418839 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -4418856.000000 Penalty: 3339.156006
	Iteration 66Q: 3 clusters Score -4418856 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -4418874.500000 Penalty: 3339.156006
	Iteration 67Q: 3 clusters Score -4418874 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -4418882.000000 Penalty: 3339.156006
	Iteration 68Q: 3 clusters Score -4418882 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -4418893.000000 Penalty: 3339.156006
	Iteration 69Q: 3 clusters Score -4418893 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -4418899.500000 Penalty: 3339.156006
	Iteration 70Q: 3 clusters Score -4418900 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -4418874.000000 Penalty: 3339.156006
	Iteration 71Q: 3 clusters Score -4418874 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -4418850.500000 Penalty: 3339.156006
	Iteration 72Q: 3 clusters Score -4418850 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -4418831.000000 Penalty: 3339.156006
	Iteration 73Q: 3 clusters Score -4418831 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -4418820.000000 Penalty: 3339.156006
	Iteration 74Q: 3 clusters Score -4418820 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -4418820.000000 Penalty: 3339.156006
	Iteration 75Q: 3 clusters Score -4418820 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -4418776.000000 Penalty: 3339.156006
	Iteration 76Q: 3 clusters Score -4418776 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -4418746.500000 Penalty: 3339.156006
	Iteration 77Q: 3 clusters Score -4418746 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -4418704.500000 Penalty: 3339.156006
	Iteration 78Q: 3 clusters Score -4418704 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -4418691.500000 Penalty: 3339.156006
	Iteration 79Q: 3 clusters Score -4418692 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -4418682.500000 Penalty: 3339.156006
	Iteration 80F: 3 clusters Score -4418682 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -4418628.500000 Penalty: 3339.156006
	Iteration 81Q: 3 clusters Score -4418628 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -4418603.500000 Penalty: 3339.156006
	Iteration 82Q: 3 clusters Score -4418604 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -4418575.000000 Penalty: 3339.156006
	Iteration 83Q: 3 clusters Score -4418575 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -4418559.500000 Penalty: 3339.156006
	Iteration 84Q: 3 clusters Score -4418560 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -4418528.000000 Penalty: 3339.156006
	Iteration 85Q: 3 clusters Score -4418528 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -4418514.500000 Penalty: 3339.156006
	Iteration 86Q: 3 clusters Score -4418514 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -4418500.000000 Penalty: 3339.156006
	Iteration 87Q: 3 clusters Score -4418500 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -4418468.500000 Penalty: 3339.156006
	Iteration 88Q: 3 clusters Score -4418468 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -4418462.500000 Penalty: 3339.156006
	Iteration 89Q: 3 clusters Score -4418462 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -4418436.000000 Penalty: 3339.156006
	Iteration 90Q: 3 clusters Score -4418436 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -4418422.000000 Penalty: 3339.156006
	Iteration 91Q: 3 clusters Score -4418422 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -4418423.000000 Penalty: 3339.156006
	Iteration 92Q: 3 clusters Score -4418423 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -4418429.000000 Penalty: 3339.156006
	Iteration 93Q: 3 clusters Score -4418429 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -4418395.500000 Penalty: 3339.156006
	Iteration 94Q: 3 clusters Score -4418396 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -4418357.500000 Penalty: 3339.156006
	Iteration 95Q: 3 clusters Score -4418358 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -4418344.500000 Penalty: 3339.156006
	Iteration 96Q: 3 clusters Score -4418344 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -4418316.000000 Penalty: 3339.156006
	Iteration 97Q: 3 clusters Score -4418316 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -4418280.500000 Penalty: 3339.156006
	Iteration 98Q: 3 clusters Score -4418280 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -4418258.500000 Penalty: 3339.156006
	Iteration 99Q: 3 clusters Score -4418258 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -4418228.000000 Penalty: 3339.156006
	Iteration 100F: 3 clusters Score -4418228 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -4418191.000000 Penalty: 3339.156006
	Iteration 101Q: 3 clusters Score -4418191 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -4418169.000000 Penalty: 3339.156006
	Iteration 102Q: 3 clusters Score -4418169 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -4418153.000000 Penalty: 3339.156006
	Iteration 103Q: 3 clusters Score -4418153 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -4418133.000000 Penalty: 3339.156006
	Iteration 104Q: 3 clusters Score -4418133 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -4418093.500000 Penalty: 3339.156006
	Iteration 105Q: 3 clusters Score -4418094 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -4418092.500000 Penalty: 3339.156006
	Iteration 106Q: 3 clusters Score -4418092 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -4418063.000000 Penalty: 3339.156006
	Iteration 107Q: 3 clusters Score -4418063 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -4418026.500000 Penalty: 3339.156006
	Iteration 108Q: 3 clusters Score -4418026 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -4417999.500000 Penalty: 3339.156006
	Iteration 109Q: 3 clusters Score -4418000 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -4418005.500000 Penalty: 3339.156006
	Iteration 110Q: 3 clusters Score -4418006 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -4417983.500000 Penalty: 3339.156006
	Iteration 111Q: 3 clusters Score -4417984 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -4417962.500000 Penalty: 3339.156006
	Iteration 112Q: 3 clusters Score -4417962 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -4417948.000000 Penalty: 3339.156006
	Iteration 113Q: 3 clusters Score -4417948 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -4417941.500000 Penalty: 3339.156006
	Iteration 114Q: 3 clusters Score -4417942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -4417927.000000 Penalty: 3339.156006
	Iteration 115Q: 3 clusters Score -4417927 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -4417910.000000 Penalty: 3339.156006
	Iteration 116Q: 3 clusters Score -4417910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -4417907.500000 Penalty: 3339.156006
	Iteration 117Q: 3 clusters Score -4417908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -4417888.500000 Penalty: 3339.156006
	Iteration 118Q: 3 clusters Score -4417888 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -4417880.000000 Penalty: 3339.156006
	Iteration 119Q: 3 clusters Score -4417880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -4417864.500000 Penalty: 3339.156006
	Iteration 120F: 3 clusters Score -4417864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -4417852.000000 Penalty: 3339.156006
	Iteration 121Q: 3 clusters Score -4417852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -4417842.000000 Penalty: 3339.156006
	Iteration 122Q: 3 clusters Score -4417842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -4417838.500000 Penalty: 3339.156006
	Iteration 123Q: 3 clusters Score -4417838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -4417826.000000 Penalty: 3339.156006
	Iteration 124Q: 3 clusters Score -4417826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -4417815.000000 Penalty: 3339.156006
	Iteration 125Q: 3 clusters Score -4417815 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -4417793.000000 Penalty: 3339.156006
	Iteration 126Q: 3 clusters Score -4417793 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -4417797.000000 Penalty: 3339.156006
	Iteration 127Q: 3 clusters Score -4417797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -4417782.000000 Penalty: 3339.156006
	Iteration 128Q: 3 clusters Score -4417782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -4417771.500000 Penalty: 3339.156006
	Iteration 129Q: 3 clusters Score -4417772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -4417759.500000 Penalty: 3339.156006
	Iteration 130Q: 3 clusters Score -4417760 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -4417748.000000 Penalty: 3339.156006
	Iteration 131Q: 3 clusters Score -4417748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -4417743.500000 Penalty: 3339.156006
	Iteration 132Q: 3 clusters Score -4417744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -4417735.500000 Penalty: 3339.156006
	Iteration 133Q: 3 clusters Score -4417736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -4417741.000000 Penalty: 3339.156006
	Iteration 134Q: 3 clusters Score -4417741 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -4417736.500000 Penalty: 3339.156006
	Iteration 135Q: 3 clusters Score -4417736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -4417716.000000 Penalty: 3339.156006
	Iteration 136Q: 3 clusters Score -4417716 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -4417697.500000 Penalty: 3339.156006
	Iteration 137Q: 3 clusters Score -4417698 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -4417700.500000 Penalty: 3339.156006
	Iteration 138Q: 3 clusters Score -4417700 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -4417691.500000 Penalty: 3339.156006
	Iteration 139Q: 3 clusters Score -4417692 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -4417661.500000 Penalty: 3339.156006
	Iteration 140F: 3 clusters Score -4417662 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -4417645.500000 Penalty: 3339.156006
	Iteration 141Q: 3 clusters Score -4417646 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -4417615.500000 Penalty: 3339.156006
	Iteration 142Q: 3 clusters Score -4417616 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -4417580.000000 Penalty: 3339.156006
	Iteration 143Q: 3 clusters Score -4417580 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -4417540.000000 Penalty: 3339.156006
	Iteration 144Q: 3 clusters Score -4417540 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -4417536.500000 Penalty: 3339.156006
	Iteration 145Q: 3 clusters Score -4417536 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -4417516.500000 Penalty: 3339.156006
	Iteration 146Q: 3 clusters Score -4417516 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -4417502.000000 Penalty: 3339.156006
	Iteration 147Q: 3 clusters Score -4417502 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -4417483.500000 Penalty: 3339.156006
	Iteration 148Q: 3 clusters Score -4417484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -4417462.500000 Penalty: 3339.156006
	Iteration 149Q: 3 clusters Score -4417462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -4417445.500000 Penalty: 3339.156006
	Iteration 150Q: 3 clusters Score -4417446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -4417460.500000 Penalty: 3339.156006
	Iteration 151Q: 3 clusters Score -4417460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -4417447.000000 Penalty: 3339.156006
	Iteration 152Q: 3 clusters Score -4417447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -4417440.500000 Penalty: 3339.156006
	Iteration 153Q: 3 clusters Score -4417440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -4417441.500000 Penalty: 3339.156006
	Iteration 154Q: 3 clusters Score -4417442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -4417424.500000 Penalty: 3339.156006
	Iteration 155Q: 3 clusters Score -4417424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -4417401.500000 Penalty: 3339.156006
	Iteration 156Q: 3 clusters Score -4417402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -4417394.000000 Penalty: 3339.156006
	Iteration 157Q: 3 clusters Score -4417394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -4417394.500000 Penalty: 3339.156006
	Iteration 158Q: 3 clusters Score -4417394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -4417384.000000 Penalty: 3339.156006
	Iteration 159Q: 3 clusters Score -4417384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -4417379.000000 Penalty: 3339.156006
	Iteration 160F: 3 clusters Score -4417379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -4417372.500000 Penalty: 3339.156006
	Iteration 161Q: 3 clusters Score -4417372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -4417367.500000 Penalty: 3339.156006
	Iteration 162Q: 3 clusters Score -4417368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -4417361.000000 Penalty: 3339.156006
	Iteration 163Q: 3 clusters Score -4417361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -4417360.500000 Penalty: 3339.156006
	Iteration 164Q: 3 clusters Score -4417360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -4417353.500000 Penalty: 3339.156006
	Iteration 165Q: 3 clusters Score -4417354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -4417338.500000 Penalty: 3339.156006
	Iteration 166Q: 3 clusters Score -4417338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -4417337.500000 Penalty: 3339.156006
	Iteration 167Q: 3 clusters Score -4417338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -4417332.000000 Penalty: 3339.156006
	Iteration 168Q: 3 clusters Score -4417332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -4417332.000000 Penalty: 3339.156006
	Iteration 169Q: 3 clusters Score -4417332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -4417332.500000 Penalty: 3339.156006
	Iteration 170Q: 3 clusters Score -4417332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -4417334.000000 Penalty: 3339.156006
	Iteration 171Q: 3 clusters Score -4417334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -4417323.500000 Penalty: 3339.156006
	Iteration 172Q: 3 clusters Score -4417324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -4417324.000000 Penalty: 3339.156006
	Iteration 173Q: 3 clusters Score -4417324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -4417330.500000 Penalty: 3339.156006
	Iteration 174Q: 3 clusters Score -4417330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -4417330.500000 Penalty: 3339.156006
	Iteration 175Q: 3 clusters Score -4417330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -4417328.000000 Penalty: 3339.156006
	Iteration 176Q: 3 clusters Score -4417328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -4417329.000000 Penalty: 3339.156006
	Iteration 177Q: 3 clusters Score -4417329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -4417337.500000 Penalty: 3339.156006
	Iteration 178Q: 3 clusters Score -4417338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -4417341.500000 Penalty: 3339.156006
	Iteration 179Q: 3 clusters Score -4417342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -4417337.500000 Penalty: 3339.156006
	Iteration 180F: 3 clusters Score -4417338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -4417337.500000 Penalty: 3339.156006
	Iteration 181Q: 3 clusters Score -4417338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -4417338.500000 Penalty: 3339.156006
	Iteration 182Q: 3 clusters Score -4417338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -4417343.500000 Penalty: 3339.156006
	Iteration 183Q: 3 clusters Score -4417344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -4417343.000000 Penalty: 3339.156006
	Iteration 184Q: 3 clusters Score -4417343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -4417331.000000 Penalty: 3339.156006
	Iteration 185Q: 3 clusters Score -4417331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -4417331.000000 Penalty: 3339.156006
	Iteration 186Q: 3 clusters Score -4417331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -4417334.000000 Penalty: 3339.156006
	Iteration 187Q: 3 clusters Score -4417334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -4417331.000000 Penalty: 3339.156006
	Iteration 188Q: 3 clusters Score -4417331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -4417332.500000 Penalty: 3339.156006
	Iteration 189Q: 3 clusters Score -4417332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -4417324.000000 Penalty: 3339.156006
	Iteration 190Q: 3 clusters Score -4417324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -4417326.000000 Penalty: 3339.156006
	Iteration 191Q: 3 clusters Score -4417326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -4417323.000000 Penalty: 3339.156006
	Iteration 192Q: 3 clusters Score -4417323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -4417323.000000 Penalty: 3339.156006
	Iteration 193Q: 3 clusters Score -4417323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -4417325.000000 Penalty: 3339.156006
	Iteration 194Q: 3 clusters Score -4417325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -4417334.000000 Penalty: 3339.156006
	Iteration 195Q: 3 clusters Score -4417334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -4417330.500000 Penalty: 3339.156006
	Iteration 196Q: 3 clusters Score -4417330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -4417334.000000 Penalty: 3339.156006
	Iteration 197Q: 3 clusters Score -4417334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -4417332.000000 Penalty: 3339.156006
	Iteration 198Q: 3 clusters Score -4417332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -4417333.500000 Penalty: 3339.156006
	Iteration 199Q: 3 clusters Score -4417334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -4417333.500000 Penalty: 3339.156006
	Iteration 200F: 3 clusters Score -4417334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -4417323.000000 Penalty: 3339.156006
	Iteration 201Q: 3 clusters Score -4417323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -4417328.000000 Penalty: 3339.156006
	Iteration 202Q: 3 clusters Score -4417328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -4417330.000000 Penalty: 3339.156006
	Iteration 203Q: 3 clusters Score -4417330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -4417334.000000 Penalty: 3339.156006
	Iteration 204Q: 3 clusters Score -4417334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -4417348.500000 Penalty: 3339.156006
	Iteration 205Q: 3 clusters Score -4417348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -4417354.500000 Penalty: 3339.156006
	Iteration 206Q: 3 clusters Score -4417354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -4417355.500000 Penalty: 3339.156006
	Iteration 207Q: 3 clusters Score -4417356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -4417353.500000 Penalty: 3339.156006
	Iteration 208Q: 3 clusters Score -4417354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -4417360.000000 Penalty: 3339.156006
	Iteration 209Q: 3 clusters Score -4417360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -4417366.000000 Penalty: 3339.156006
	Iteration 210Q: 3 clusters Score -4417366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -4417362.000000 Penalty: 3339.156006
	Iteration 211Q: 3 clusters Score -4417362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -4417361.500000 Penalty: 3339.156006
	Iteration 212Q: 3 clusters Score -4417362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -4417359.000000 Penalty: 3339.156006
	Iteration 213Q: 3 clusters Score -4417359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -4417360.000000 Penalty: 3339.156006
	Iteration 214Q: 3 clusters Score -4417360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -4417359.500000 Penalty: 3339.156006
	Iteration 215Q: 3 clusters Score -4417360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -4417345.500000 Penalty: 3339.156006
	Iteration 216Q: 3 clusters Score -4417346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -4417358.500000 Penalty: 3339.156006
	Iteration 217Q: 3 clusters Score -4417358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -4417358.500000 Penalty: 3339.156006
	Iteration 218Q: 3 clusters Score -4417358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -4417358.000000 Penalty: 3339.156006
	Iteration 219Q: 3 clusters Score -4417358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -4417354.500000 Penalty: 3339.156006
	Iteration 220F: 3 clusters Score -4417354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -4417354.500000 Penalty: 3339.156006
	Iteration 221Q: 3 clusters Score -4417354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -4417354.500000 Penalty: 3339.156006
	Iteration 222Q: 3 clusters Score -4417354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -4417356.500000 Penalty: 3339.156006
	Iteration 223Q: 3 clusters Score -4417356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -4417356.500000 Penalty: 3339.156006
	Iteration 224F: 3 clusters Score -4417356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -151243.312500 Penalty: 1151.322998
	Iteration 0F: 2 clusters Score -151243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -149681.171875 Penalty: 2302.645996
	Iteration 0F: 3 clusters Score -149681.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -150076.484375 Penalty: 2302.645996
	Iteration 1F: 3 clusters Score -150076.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -150270.062500 Penalty: 2302.645996
	Iteration 2F: 3 clusters Score -150270.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -150384.171875 Penalty: 2302.645996
	Iteration 3F: 3 clusters Score -150384.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -150461.390625 Penalty: 2302.645996
	Iteration 4Q: 3 clusters Score -150461.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -150551.015625 Penalty: 2302.645996
	Iteration 5Q: 3 clusters Score -150551 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -150640.656250 Penalty: 2302.645996
	Iteration 6Q: 3 clusters Score -150640.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -150696.031250 Penalty: 2302.645996
	Iteration 7Q: 3 clusters Score -150696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -150725.765625 Penalty: 2302.645996
	Iteration 8Q: 3 clusters Score -150725.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -150741.609375 Penalty: 2302.645996
	Iteration 9Q: 3 clusters Score -150741.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -150756.046875 Penalty: 2302.645996
	Iteration 10Q: 3 clusters Score -150756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -150768.109375 Penalty: 2302.645996
	Iteration 11Q: 3 clusters Score -150768.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -150773.234375 Penalty: 2302.645996
	Iteration 12Q: 3 clusters Score -150773.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -150776.609375 Penalty: 2302.645996
	Iteration 13Q: 3 clusters Score -150776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -150782.312500 Penalty: 2302.645996
	Iteration 14Q: 3 clusters Score -150782.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -150785.140625 Penalty: 2302.645996
	Iteration 15Q: 3 clusters Score -150785.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -150788.343750 Penalty: 2302.645996
	Iteration 16Q: 3 clusters Score -150788.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -150790.140625 Penalty: 2302.645996
	Iteration 17Q: 3 clusters Score -150790.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -150791.390625 Penalty: 2302.645996
	Iteration 18Q: 3 clusters Score -150791.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -150791.390625 Penalty: 2302.645996
	Iteration 19F: 3 clusters Score -150791.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -80718.789062 Penalty: 1052.257812
	Iteration 0F: 2 clusters Score -80718.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79548.843750 Penalty: 2104.515625
	Iteration 0F: 3 clusters Score -79548.84 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79793.875000 Penalty: 2104.515625
	Iteration 1F: 3 clusters Score -79793.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79892.210938 Penalty: 2104.515625
	Iteration 2F: 3 clusters Score -79892.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -79942.945312 Penalty: 2104.515625
	Iteration 3Q: 3 clusters Score -79942.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -79983.734375 Penalty: 2104.515625
	Iteration 4Q: 3 clusters Score -79983.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -80009.632812 Penalty: 2104.515625
	Iteration 5Q: 3 clusters Score -80009.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80031.421875 Penalty: 2104.515625
	Iteration 6Q: 3 clusters Score -80031.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80044.445312 Penalty: 2104.515625
	Iteration 7Q: 3 clusters Score -80044.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -80058.906250 Penalty: 2104.515625
	Iteration 8Q: 3 clusters Score -80058.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -80063.898438 Penalty: 2104.515625
	Iteration 9Q: 3 clusters Score -80063.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80071.453125 Penalty: 2104.515625
	Iteration 10Q: 3 clusters Score -80071.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -80088.953125 Penalty: 2104.515625
	Iteration 11Q: 3 clusters Score -80088.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -80099.023438 Penalty: 2104.515625
	Iteration 12Q: 3 clusters Score -80099.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -80106.507812 Penalty: 2104.515625
	Iteration 13Q: 3 clusters Score -80106.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80120.039062 Penalty: 2104.515625
	Iteration 14Q: 3 clusters Score -80120.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -80128.039062 Penalty: 2104.515625
	Iteration 15Q: 3 clusters Score -80128.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80129.812500 Penalty: 2104.515625
	Iteration 16Q: 3 clusters Score -80129.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80136.539062 Penalty: 2104.515625
	Iteration 17Q: 3 clusters Score -80136.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -80141.148438 Penalty: 2104.515625
	Iteration 18Q: 3 clusters Score -80141.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80142.828125 Penalty: 2104.515625
	Iteration 19Q: 3 clusters Score -80142.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80142.828125 Penalty: 2104.515625
	Iteration 20F: 3 clusters Score -80142.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Entering Unmasked Estep 
Score: -695041.562500 Penalty: 1383.751099
	Iteration 0F: 2 clusters Score -695041.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -691105.312500 Penalty: 2767.502197
	Iteration 0F: 3 clusters Score -691105.3 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -692252.562500 Penalty: 2767.502197
	Iteration 1F: 3 clusters Score -692252.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -692464.250000 Penalty: 2767.502197
	Iteration 2F: 3 clusters Score -692464.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -692588.375000 Penalty: 2767.502197
	Iteration 3F: 3 clusters Score -692588.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -692689.875000 Penalty: 2767.502197
	Iteration 4Q: 3 clusters Score -692689.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -692764.250000 Penalty: 2767.502197
	Iteration 5Q: 3 clusters Score -692764.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -692831.000000 Penalty: 2767.502197
	Iteration 6Q: 3 clusters Score -692831 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -692886.500000 Penalty: 2767.502197
	Iteration 7Q: 3 clusters Score -692886.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -692930.312500 Penalty: 2767.502197
	Iteration 8Q: 3 clusters Score -692930.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -692987.312500 Penalty: 2767.502197
	Iteration 9Q: 3 clusters Score -692987.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -693042.937500 Penalty: 2767.502197
	Iteration 10Q: 3 clusters Score -693042.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -693106.687500 Penalty: 2767.502197
	Iteration 11Q: 3 clusters Score -693106.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -693190.437500 Penalty: 2767.502197
	Iteration 12Q: 3 clusters Score -693190.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -693288.375000 Penalty: 2767.502197
	Iteration 13Q: 3 clusters Score -693288.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -693384.000000 Penalty: 2767.502197
	Iteration 14Q: 3 clusters Score -693384 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -693485.500000 Penalty: 2767.502197
	Iteration 15Q: 3 clusters Score -693485.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -693574.625000 Penalty: 2767.502197
	Iteration 16Q: 3 clusters Score -693574.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -693666.437500 Penalty: 2767.502197
	Iteration 17Q: 3 clusters Score -693666.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -693749.312500 Penalty: 2767.502197
	Iteration 18Q: 3 clusters Score -693749.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -693821.812500 Penalty: 2767.502197
	Iteration 19Q: 3 clusters Score -693821.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -693876.500000 Penalty: 2767.502197
	Iteration 20F: 3 clusters Score -693876.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -693908.500000 Penalty: 2767.502197
	Iteration 21Q: 3 clusters Score -693908.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -693945.000000 Penalty: 2767.502197
	Iteration 22Q: 3 clusters Score -693945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -693970.437500 Penalty: 2767.502197
	Iteration 23Q: 3 clusters Score -693970.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -693999.375000 Penalty: 2767.502197
	Iteration 24Q: 3 clusters Score -693999.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -694019.187500 Penalty: 2767.502197
	Iteration 25Q: 3 clusters Score -694019.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -694039.125000 Penalty: 2767.502197
	Iteration 26Q: 3 clusters Score -694039.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -694046.062500 Penalty: 2767.502197
	Iteration 27Q: 3 clusters Score -694046.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -694050.875000 Penalty: 2767.502197
	Iteration 28Q: 3 clusters Score -694050.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -694056.625000 Penalty: 2767.502197
	Iteration 29Q: 3 clusters Score -694056.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -694057.875000 Penalty: 2767.502197
	Iteration 30Q: 3 clusters Score -694057.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -694057.875000 Penalty: 2767.502197
	Iteration 31F: 3 clusters Score -694057.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (14670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Entering Unmasked Estep 
Score: -2176432.750000 Penalty: 1558.953491
	Iteration 0F: 2 clusters Score -2176433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2166365.750000 Penalty: 3117.906982
	Iteration 0F: 3 clusters Score -2166366 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2169913.750000 Penalty: 3117.906982
	Iteration 1F: 3 clusters Score -2169914 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2170246.000000 Penalty: 3117.906982
	Iteration 2F: 3 clusters Score -2170246 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2170618.500000 Penalty: 3117.906982
	Iteration 3F: 3 clusters Score -2170618 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2171074.750000 Penalty: 3117.906982
	Iteration 4F: 3 clusters Score -2171075 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2171662.750000 Penalty: 3117.906982
	Iteration 5F: 3 clusters Score -2171663 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2172487.250000 Penalty: 3117.906982
	Iteration 6F: 3 clusters Score -2172487 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2173352.750000 Penalty: 3117.906982
	Iteration 7F: 3 clusters Score -2173353 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2174044.500000 Penalty: 3117.906982
	Iteration 8F: 3 clusters Score -2174044 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2174510.250000 Penalty: 3117.906982
	Iteration 9Q: 3 clusters Score -2174510 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2174780.250000 Penalty: 3117.906982
	Iteration 10Q: 3 clusters Score -2174780 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2174913.000000 Penalty: 3117.906982
	Iteration 11Q: 3 clusters Score -2174913 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2174993.500000 Penalty: 3117.906982
	Iteration 12Q: 3 clusters Score -2174994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2175057.750000 Penalty: 3117.906982
	Iteration 13Q: 3 clusters Score -2175058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2175100.750000 Penalty: 3117.906982
	Iteration 14Q: 3 clusters Score -2175101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2175105.500000 Penalty: 3117.906982
	Iteration 15Q: 3 clusters Score -2175106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2175109.000000 Penalty: 3117.906982
	Iteration 16Q: 3 clusters Score -2175109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2175109.000000 Penalty: 3117.906982
	Iteration 17F: 3 clusters Score -2175109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Entering Unmasked Estep 
Score: -2168071.750000 Penalty: 1554.381348
	Iteration 0F: 2 clusters Score -2168072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2158260.250000 Penalty: 3108.762695
	Iteration 0F: 3 clusters Score -2158260 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2161753.500000 Penalty: 3108.762695
	Iteration 1F: 3 clusters Score -2161754 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2162032.250000 Penalty: 3108.762695
	Iteration 2F: 3 clusters Score -2162032 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2162221.250000 Penalty: 3108.762695
	Iteration 3Q: 3 clusters Score -2162221 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2162380.250000 Penalty: 3108.762695
	Iteration 4Q: 3 clusters Score -2162380 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2162538.750000 Penalty: 3108.762695
	Iteration 5Q: 3 clusters Score -2162539 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2162710.250000 Penalty: 3108.762695
	Iteration 6Q: 3 clusters Score -2162710 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2162937.500000 Penalty: 3108.762695
	Iteration 7Q: 3 clusters Score -2162938 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2163210.750000 Penalty: 3108.762695
	Iteration 8Q: 3 clusters Score -2163211 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2163593.000000 Penalty: 3108.762695
	Iteration 9Q: 3 clusters Score -2163593 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2164060.500000 Penalty: 3108.762695
	Iteration 10Q: 3 clusters Score -2164060 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2164576.000000 Penalty: 3108.762695
	Iteration 11F: 3 clusters Score -2164576 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2165075.750000 Penalty: 3108.762695
	Iteration 12Q: 3 clusters Score -2165076 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2165522.750000 Penalty: 3108.762695
	Iteration 13Q: 3 clusters Score -2165523 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2165884.250000 Penalty: 3108.762695
	Iteration 14Q: 3 clusters Score -2165884 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2166147.250000 Penalty: 3108.762695
	Iteration 15Q: 3 clusters Score -2166147 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2166307.750000 Penalty: 3108.762695
	Iteration 16Q: 3 clusters Score -2166308 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2166443.500000 Penalty: 3108.762695
	Iteration 17Q: 3 clusters Score -2166444 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2166552.250000 Penalty: 3108.762695
	Iteration 18Q: 3 clusters Score -2166552 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2166622.500000 Penalty: 3108.762695
	Iteration 19Q: 3 clusters Score -2166622 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2166665.250000 Penalty: 3108.762695
	Iteration 20F: 3 clusters Score -2166665 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2166704.500000 Penalty: 3108.762695
	Iteration 21Q: 3 clusters Score -2166704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2166732.500000 Penalty: 3108.762695
	Iteration 22Q: 3 clusters Score -2166732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2166757.000000 Penalty: 3108.762695
	Iteration 23Q: 3 clusters Score -2166757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2166774.500000 Penalty: 3108.762695
	Iteration 24Q: 3 clusters Score -2166774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2166782.500000 Penalty: 3108.762695
	Iteration 25Q: 3 clusters Score -2166782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2166792.250000 Penalty: 3108.762695
	Iteration 26Q: 3 clusters Score -2166792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2166797.000000 Penalty: 3108.762695
	Iteration 27Q: 3 clusters Score -2166797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2166802.000000 Penalty: 3108.762695
	Iteration 28Q: 3 clusters Score -2166802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2166811.250000 Penalty: 3108.762695
	Iteration 29Q: 3 clusters Score -2166811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2166818.000000 Penalty: 3108.762695
	Iteration 30Q: 3 clusters Score -2166818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2166823.500000 Penalty: 3108.762695
	Iteration 31Q: 3 clusters Score -2166824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2166823.000000 Penalty: 3108.762695
	Iteration 32Q: 3 clusters Score -2166823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2166822.500000 Penalty: 3108.762695
	Iteration 33Q: 3 clusters Score -2166822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2166824.250000 Penalty: 3108.762695
	Iteration 34Q: 3 clusters Score -2166824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2166826.750000 Penalty: 3108.762695
	Iteration 35Q: 3 clusters Score -2166827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2166826.750000 Penalty: 3108.762695
	Iteration 36F: 3 clusters Score -2166827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Entering Unmasked Estep 
Score: -520577.843750 Penalty: 1335.158203
	Iteration 0F: 2 clusters Score -520577.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -517466.031250 Penalty: 2670.316406
	Iteration 0F: 3 clusters Score -517466 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -518323.593750 Penalty: 2670.316406
	Iteration 1F: 3 clusters Score -518323.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -518627.656250 Penalty: 2670.316406
	Iteration 2F: 3 clusters Score -518627.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -518824.125000 Penalty: 2670.316406
	Iteration 3F: 3 clusters Score -518824.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -518937.625000 Penalty: 2670.316406
	Iteration 4Q: 3 clusters Score -518937.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -519020.625000 Penalty: 2670.316406
	Iteration 5Q: 3 clusters Score -519020.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -519076.843750 Penalty: 2670.316406
	Iteration 6Q: 3 clusters Score -519076.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -519138.093750 Penalty: 2670.316406
	Iteration 7Q: 3 clusters Score -519138.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -519191.937500 Penalty: 2670.316406
	Iteration 8Q: 3 clusters Score -519191.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -519238.031250 Penalty: 2670.316406
	Iteration 9Q: 3 clusters Score -519238 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -519273.531250 Penalty: 2670.316406
	Iteration 10Q: 3 clusters Score -519273.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -519309.312500 Penalty: 2670.316406
	Iteration 11Q: 3 clusters Score -519309.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -519340.156250 Penalty: 2670.316406
	Iteration 12Q: 3 clusters Score -519340.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -519364.250000 Penalty: 2670.316406
	Iteration 13Q: 3 clusters Score -519364.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -519384.531250 Penalty: 2670.316406
	Iteration 14Q: 3 clusters Score -519384.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -519402.281250 Penalty: 2670.316406
	Iteration 15Q: 3 clusters Score -519402.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -519414.281250 Penalty: 2670.316406
	Iteration 16Q: 3 clusters Score -519414.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -519420.875000 Penalty: 2670.316406
	Iteration 17Q: 3 clusters Score -519420.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -519428.187500 Penalty: 2670.316406
	Iteration 18Q: 3 clusters Score -519428.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -519434.625000 Penalty: 2670.316406
	Iteration 19Q: 3 clusters Score -519434.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -519440.125000 Penalty: 2670.316406
	Iteration 20F: 3 clusters Score -519440.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -519449.000000 Penalty: 2670.316406
	Iteration 21Q: 3 clusters Score -519449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -519457.343750 Penalty: 2670.316406
	Iteration 22Q: 3 clusters Score -519457.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -519462.843750 Penalty: 2670.316406
	Iteration 23Q: 3 clusters Score -519462.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -519469.000000 Penalty: 2670.316406
	Iteration 24Q: 3 clusters Score -519469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -519473.406250 Penalty: 2670.316406
	Iteration 25Q: 3 clusters Score -519473.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -519477.687500 Penalty: 2670.316406
	Iteration 26Q: 3 clusters Score -519477.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -519482.843750 Penalty: 2670.316406
	Iteration 27Q: 3 clusters Score -519482.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -519488.125000 Penalty: 2670.316406
	Iteration 28Q: 3 clusters Score -519488.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -519495.781250 Penalty: 2670.316406
	Iteration 29Q: 3 clusters Score -519495.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -519500.250000 Penalty: 2670.316406
	Iteration 30Q: 3 clusters Score -519500.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -519504.937500 Penalty: 2670.316406
	Iteration 31Q: 3 clusters Score -519504.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -519506.531250 Penalty: 2670.316406
	Iteration 32Q: 3 clusters Score -519506.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -519509.125000 Penalty: 2670.316406
	Iteration 33Q: 3 clusters Score -519509.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -519511.406250 Penalty: 2670.316406
	Iteration 34Q: 3 clusters Score -519511.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -519513.312500 Penalty: 2670.316406
	Iteration 35Q: 3 clusters Score -519513.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -519515.437500 Penalty: 2670.316406
	Iteration 36Q: 3 clusters Score -519515.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -519517.343750 Penalty: 2670.316406
	Iteration 37Q: 3 clusters Score -519517.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -519518.687500 Penalty: 2670.316406
	Iteration 38Q: 3 clusters Score -519518.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -519519.906250 Penalty: 2670.316406
	Iteration 39Q: 3 clusters Score -519519.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -519520.968750 Penalty: 2670.316406
	Iteration 40F: 3 clusters Score -519521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -519522.718750 Penalty: 2670.316406
	Iteration 41Q: 3 clusters Score -519522.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -519524.000000 Penalty: 2670.316406
	Iteration 42Q: 3 clusters Score -519524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -519526.843750 Penalty: 2670.316406
	Iteration 43Q: 3 clusters Score -519526.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -519535.437500 Penalty: 2670.316406
	Iteration 44Q: 3 clusters Score -519535.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -519538.593750 Penalty: 2670.316406
	Iteration 45Q: 3 clusters Score -519538.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -519543.218750 Penalty: 2670.316406
	Iteration 46Q: 3 clusters Score -519543.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -519547.000000 Penalty: 2670.316406
	Iteration 47Q: 3 clusters Score -519547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -519552.218750 Penalty: 2670.316406
	Iteration 48Q: 3 clusters Score -519552.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -519555.000000 Penalty: 2670.316406
	Iteration 49Q: 3 clusters Score -519555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -519556.437500 Penalty: 2670.316406
	Iteration 50Q: 3 clusters Score -519556.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -519559.250000 Penalty: 2670.316406
	Iteration 51Q: 3 clusters Score -519559.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -519560.000000 Penalty: 2670.316406
	Iteration 52Q: 3 clusters Score -519560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -519561.500000 Penalty: 2670.316406
	Iteration 53Q: 3 clusters Score -519561.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -519562.562500 Penalty: 2670.316406
	Iteration 54Q: 3 clusters Score -519562.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -519564.687500 Penalty: 2670.316406
	Iteration 55Q: 3 clusters Score -519564.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -519565.687500 Penalty: 2670.316406
	Iteration 56Q: 3 clusters Score -519565.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -519567.531250 Penalty: 2670.316406
	Iteration 57Q: 3 clusters Score -519567.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -519568.718750 Penalty: 2670.316406
	Iteration 58Q: 3 clusters Score -519568.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -519569.156250 Penalty: 2670.316406
	Iteration 59Q: 3 clusters Score -519569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -519568.875000 Penalty: 2670.316406
	Iteration 60F: 3 clusters Score -519568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -519569.593750 Penalty: 2670.316406
	Iteration 61Q: 3 clusters Score -519569.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -519569.250000 Penalty: 2670.316406
	Iteration 62Q: 3 clusters Score -519569.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -519571.500000 Penalty: 2670.316406
	Iteration 63Q: 3 clusters Score -519571.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -519571.406250 Penalty: 2670.316406
	Iteration 64Q: 3 clusters Score -519571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -519574.031250 Penalty: 2670.316406
	Iteration 65Q: 3 clusters Score -519574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -519573.625000 Penalty: 2670.316406
	Iteration 66Q: 3 clusters Score -519573.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -519574.812500 Penalty: 2670.316406
	Iteration 67Q: 3 clusters Score -519574.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -519574.531250 Penalty: 2670.316406
	Iteration 68Q: 3 clusters Score -519574.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -519574.375000 Penalty: 2670.316406
	Iteration 69Q: 3 clusters Score -519574.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -519575.125000 Penalty: 2670.316406
	Iteration 70Q: 3 clusters Score -519575.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -519575.125000 Penalty: 2670.316406
	Iteration 71F: 3 clusters Score -519575.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -138270.375000 Penalty: 1135.766968
	Iteration 0F: 2 clusters Score -138270.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -136746.468750 Penalty: 2271.533936
	Iteration 0F: 3 clusters Score -136746.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -137052.921875 Penalty: 2271.533936
	Iteration 1F: 3 clusters Score -137052.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -137167.000000 Penalty: 2271.533936
	Iteration 2F: 3 clusters Score -137167 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -137227.968750 Penalty: 2271.533936
	Iteration 3Q: 3 clusters Score -137228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -137293.843750 Penalty: 2271.533936
	Iteration 4Q: 3 clusters Score -137293.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -137408.781250 Penalty: 2271.533936
	Iteration 5Q: 3 clusters Score -137408.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137587.562500 Penalty: 2271.533936
	Iteration 6F: 3 clusters Score -137587.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -137802.906250 Penalty: 2271.533936
	Iteration 7F: 3 clusters Score -137802.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -138008.593750 Penalty: 2271.533936
	Iteration 8F: 3 clusters Score -138008.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -138138.203125 Penalty: 2271.533936
	Iteration 9Q: 3 clusters Score -138138.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -138212.625000 Penalty: 2271.533936
	Iteration 10Q: 3 clusters Score -138212.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -138245.640625 Penalty: 2271.533936
	Iteration 11Q: 3 clusters Score -138245.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -138253.875000 Penalty: 2271.533936
	Iteration 12Q: 3 clusters Score -138253.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -138262.906250 Penalty: 2271.533936
	Iteration 13Q: 3 clusters Score -138262.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -138267.453125 Penalty: 2271.533936
	Iteration 14Q: 3 clusters Score -138267.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -138267.687500 Penalty: 2271.533936
	Iteration 15Q: 3 clusters Score -138267.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -138269.484375 Penalty: 2271.533936
	Iteration 16Q: 3 clusters Score -138269.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -138270.171875 Penalty: 2271.533936
	Iteration 17Q: 3 clusters Score -138270.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -138271.062500 Penalty: 2271.533936
	Iteration 18Q: 3 clusters Score -138271.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -138273.000000 Penalty: 2271.533936
	Iteration 19F: 3 clusters Score -138273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -138278.156250 Penalty: 2271.533936
	Iteration 20F: 3 clusters Score -138278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -138280.609375 Penalty: 2271.533936
	Iteration 21Q: 3 clusters Score -138280.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -138282.234375 Penalty: 2271.533936
	Iteration 22Q: 3 clusters Score -138282.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -138284.562500 Penalty: 2271.533936
	Iteration 23Q: 3 clusters Score -138284.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -138295.296875 Penalty: 2271.533936
	Iteration 24Q: 3 clusters Score -138295.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -138307.406250 Penalty: 2271.533936
	Iteration 25Q: 3 clusters Score -138307.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -138314.718750 Penalty: 2271.533936
	Iteration 26Q: 3 clusters Score -138314.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -138316.968750 Penalty: 2271.533936
	Iteration 27Q: 3 clusters Score -138317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -138321.406250 Penalty: 2271.533936
	Iteration 28Q: 3 clusters Score -138321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -138325.343750 Penalty: 2271.533936
	Iteration 29Q: 3 clusters Score -138325.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -138333.671875 Penalty: 2271.533936
	Iteration 30Q: 3 clusters Score -138333.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -138338.765625 Penalty: 2271.533936
	Iteration 31Q: 3 clusters Score -138338.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -138342.406250 Penalty: 2271.533936
	Iteration 32Q: 3 clusters Score -138342.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -138344.953125 Penalty: 2271.533936
	Iteration 33Q: 3 clusters Score -138345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -138345.765625 Penalty: 2271.533936
	Iteration 34Q: 3 clusters Score -138345.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -138346.359375 Penalty: 2271.533936
	Iteration 35Q: 3 clusters Score -138346.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -138346.359375 Penalty: 2271.533936
	Iteration 36F: 3 clusters Score -138346.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 14477 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8278 members 
Mstep: Class 13 contains 4118 members 
Mstep: Class 14 contains 1050 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26845 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14120 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9468 members 
Mstep: Class 29 contains 14788 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 14060 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6924 members 
Mstep: Class 37 contains 9629 members 
Mstep: Class 38 contains 20418 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28979 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14670 members 
Mstep: Class 46 contains 14263 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 647 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20298 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13228 members 
Mstep: Class 56 contains 11840 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6706 members 
Mstep: Class 62 contains 19013 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14019 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8757 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20756 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16315 members 
Mstep: Class 77 contains 11960 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4121 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12459 members 
Mstep: Class 84 contains 3726 members 
Mstep: Class 85 contains 19162 members 
Mstep: Class 86 contains 438 members 
Entering Unmasked Estep 
Score: -85931752.000000 Penalty: 185964.312500
Splitting cluster 48 changes total score from -85932704.000000 to -85931752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (6055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Entering Unmasked Estep 
Score: -772791.562500 Penalty: 1415.154053
	Iteration 0F: 2 clusters Score -772791.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -768137.875000 Penalty: 2830.308105
	Iteration 0F: 3 clusters Score -768137.9 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -769532.062500 Penalty: 2830.308105
	Iteration 1F: 3 clusters Score -769532.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -769769.375000 Penalty: 2830.308105
	Iteration 2F: 3 clusters Score -769769.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -769977.875000 Penalty: 2830.308105
	Iteration 3F: 3 clusters Score -769977.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -770164.812500 Penalty: 2830.308105
	Iteration 4F: 3 clusters Score -770164.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -770351.000000 Penalty: 2830.308105
	Iteration 5F: 3 clusters Score -770351 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -770549.625000 Penalty: 2830.308105
	Iteration 6Q: 3 clusters Score -770549.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -770731.187500 Penalty: 2830.308105
	Iteration 7Q: 3 clusters Score -770731.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -770884.187500 Penalty: 2830.308105
	Iteration 8Q: 3 clusters Score -770884.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -771019.812500 Penalty: 2830.308105
	Iteration 9Q: 3 clusters Score -771019.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -771121.750000 Penalty: 2830.308105
	Iteration 10Q: 3 clusters Score -771121.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -771203.687500 Penalty: 2830.308105
	Iteration 11Q: 3 clusters Score -771203.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -771263.000000 Penalty: 2830.308105
	Iteration 12Q: 3 clusters Score -771263 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -771305.750000 Penalty: 2830.308105
	Iteration 13Q: 3 clusters Score -771305.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -771335.812500 Penalty: 2830.308105
	Iteration 14Q: 3 clusters Score -771335.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -771368.687500 Penalty: 2830.308105
	Iteration 15Q: 3 clusters Score -771368.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -771395.687500 Penalty: 2830.308105
	Iteration 16Q: 3 clusters Score -771395.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -771416.875000 Penalty: 2830.308105
	Iteration 17Q: 3 clusters Score -771416.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -771435.750000 Penalty: 2830.308105
	Iteration 18Q: 3 clusters Score -771435.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -771452.250000 Penalty: 2830.308105
	Iteration 19Q: 3 clusters Score -771452.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -771475.062500 Penalty: 2830.308105
	Iteration 20F: 3 clusters Score -771475.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -771497.187500 Penalty: 2830.308105
	Iteration 21Q: 3 clusters Score -771497.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -771509.125000 Penalty: 2830.308105
	Iteration 22Q: 3 clusters Score -771509.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -771528.625000 Penalty: 2830.308105
	Iteration 23Q: 3 clusters Score -771528.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -771544.375000 Penalty: 2830.308105
	Iteration 24Q: 3 clusters Score -771544.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -771558.437500 Penalty: 2830.308105
	Iteration 25Q: 3 clusters Score -771558.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -771568.250000 Penalty: 2830.308105
	Iteration 26Q: 3 clusters Score -771568.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -771578.437500 Penalty: 2830.308105
	Iteration 27Q: 3 clusters Score -771578.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -771585.062500 Penalty: 2830.308105
	Iteration 28Q: 3 clusters Score -771585.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -771593.375000 Penalty: 2830.308105
	Iteration 29Q: 3 clusters Score -771593.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -771597.125000 Penalty: 2830.308105
	Iteration 30Q: 3 clusters Score -771597.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -771601.562500 Penalty: 2830.308105
	Iteration 31Q: 3 clusters Score -771601.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -771604.000000 Penalty: 2830.308105
	Iteration 32Q: 3 clusters Score -771604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -771607.000000 Penalty: 2830.308105
	Iteration 33Q: 3 clusters Score -771607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -771607.812500 Penalty: 2830.308105
	Iteration 34Q: 3 clusters Score -771607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -771610.937500 Penalty: 2830.308105
	Iteration 35Q: 3 clusters Score -771610.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -771616.625000 Penalty: 2830.308105
	Iteration 36Q: 3 clusters Score -771616.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -771621.500000 Penalty: 2830.308105
	Iteration 37Q: 3 clusters Score -771621.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -771621.937500 Penalty: 2830.308105
	Iteration 38Q: 3 clusters Score -771621.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -771623.625000 Penalty: 2830.308105
	Iteration 39Q: 3 clusters Score -771623.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -771624.000000 Penalty: 2830.308105
	Iteration 40F: 3 clusters Score -771624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -771624.625000 Penalty: 2830.308105
	Iteration 41Q: 3 clusters Score -771624.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -771624.562500 Penalty: 2830.308105
	Iteration 42Q: 3 clusters Score -771624.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -771624.625000 Penalty: 2830.308105
	Iteration 43Q: 3 clusters Score -771624.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -771624.625000 Penalty: 2830.308105
	Iteration 44F: 3 clusters Score -771624.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (20298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Entering Unmasked Estep 
Score: -3098365.000000 Penalty: 1611.720093
	Iteration 0F: 2 clusters Score -3098365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -3085442.500000 Penalty: 3223.440186
	Iteration 0F: 3 clusters Score -3085442 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -3090401.750000 Penalty: 3223.440186
	Iteration 1F: 3 clusters Score -3090402 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -3090758.000000 Penalty: 3223.440186
	Iteration 2F: 3 clusters Score -3090758 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -3091094.500000 Penalty: 3223.440186
	Iteration 3Q: 3 clusters Score -3091094 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -3091410.500000 Penalty: 3223.440186
	Iteration 4Q: 3 clusters Score -3091410 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -3091801.250000 Penalty: 3223.440186
	Iteration 5Q: 3 clusters Score -3091801 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -3092152.500000 Penalty: 3223.440186
	Iteration 6Q: 3 clusters Score -3092152 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -3092500.250000 Penalty: 3223.440186
	Iteration 7Q: 3 clusters Score -3092500 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3092947.000000 Penalty: 3223.440186
	Iteration 8Q: 3 clusters Score -3092947 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3093483.500000 Penalty: 3223.440186
	Iteration 9Q: 3 clusters Score -3093484 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -3094056.750000 Penalty: 3223.440186
	Iteration 10Q: 3 clusters Score -3094057 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -3094584.500000 Penalty: 3223.440186
	Iteration 11Q: 3 clusters Score -3094584 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -3094946.250000 Penalty: 3223.440186
	Iteration 12Q: 3 clusters Score -3094946 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -3095196.500000 Penalty: 3223.440186
	Iteration 13Q: 3 clusters Score -3095196 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3095342.500000 Penalty: 3223.440186
	Iteration 14Q: 3 clusters Score -3095342 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3095484.500000 Penalty: 3223.440186
	Iteration 15Q: 3 clusters Score -3095484 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -3095583.500000 Penalty: 3223.440186
	Iteration 16Q: 3 clusters Score -3095584 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -3095666.250000 Penalty: 3223.440186
	Iteration 17Q: 3 clusters Score -3095666 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3095726.750000 Penalty: 3223.440186
	Iteration 18Q: 3 clusters Score -3095727 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -3095794.500000 Penalty: 3223.440186
	Iteration 19Q: 3 clusters Score -3095794 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3095852.500000 Penalty: 3223.440186
	Iteration 20F: 3 clusters Score -3095852 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3095910.750000 Penalty: 3223.440186
	Iteration 21Q: 3 clusters Score -3095911 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3095972.000000 Penalty: 3223.440186
	Iteration 22Q: 3 clusters Score -3095972 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -3096022.500000 Penalty: 3223.440186
	Iteration 23Q: 3 clusters Score -3096022 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -3096065.250000 Penalty: 3223.440186
	Iteration 24Q: 3 clusters Score -3096065 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -3096113.250000 Penalty: 3223.440186
	Iteration 25Q: 3 clusters Score -3096113 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -3096160.000000 Penalty: 3223.440186
	Iteration 26Q: 3 clusters Score -3096160 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -3096196.500000 Penalty: 3223.440186
	Iteration 27Q: 3 clusters Score -3096196 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -3096231.000000 Penalty: 3223.440186
	Iteration 28Q: 3 clusters Score -3096231 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3096269.250000 Penalty: 3223.440186
	Iteration 29Q: 3 clusters Score -3096269 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -3096336.750000 Penalty: 3223.440186
	Iteration 30Q: 3 clusters Score -3096337 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -3096393.750000 Penalty: 3223.440186
	Iteration 31Q: 3 clusters Score -3096394 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3096431.000000 Penalty: 3223.440186
	Iteration 32Q: 3 clusters Score -3096431 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -3096488.500000 Penalty: 3223.440186
	Iteration 33Q: 3 clusters Score -3096488 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -3096556.500000 Penalty: 3223.440186
	Iteration 34Q: 3 clusters Score -3096556 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -3096606.500000 Penalty: 3223.440186
	Iteration 35Q: 3 clusters Score -3096606 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -3096636.750000 Penalty: 3223.440186
	Iteration 36Q: 3 clusters Score -3096637 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -3096672.000000 Penalty: 3223.440186
	Iteration 37Q: 3 clusters Score -3096672 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -3096697.500000 Penalty: 3223.440186
	Iteration 38Q: 3 clusters Score -3096698 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -3096722.250000 Penalty: 3223.440186
	Iteration 39Q: 3 clusters Score -3096722 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -3096738.250000 Penalty: 3223.440186
	Iteration 40F: 3 clusters Score -3096738 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -3096758.250000 Penalty: 3223.440186
	Iteration 41Q: 3 clusters Score -3096758 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -3096775.000000 Penalty: 3223.440186
	Iteration 42Q: 3 clusters Score -3096775 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -3096811.000000 Penalty: 3223.440186
	Iteration 43Q: 3 clusters Score -3096811 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -3096834.000000 Penalty: 3223.440186
	Iteration 44Q: 3 clusters Score -3096834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -3096859.000000 Penalty: 3223.440186
	Iteration 45Q: 3 clusters Score -3096859 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -3096885.500000 Penalty: 3223.440186
	Iteration 46Q: 3 clusters Score -3096886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -3096899.500000 Penalty: 3223.440186
	Iteration 47Q: 3 clusters Score -3096900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3096922.500000 Penalty: 3223.440186
	Iteration 48Q: 3 clusters Score -3096922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3096932.000000 Penalty: 3223.440186
	Iteration 49Q: 3 clusters Score -3096932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -3096951.250000 Penalty: 3223.440186
	Iteration 50Q: 3 clusters Score -3096951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3096964.250000 Penalty: 3223.440186
	Iteration 51Q: 3 clusters Score -3096964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3096976.750000 Penalty: 3223.440186
	Iteration 52Q: 3 clusters Score -3096977 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3096987.750000 Penalty: 3223.440186
	Iteration 53Q: 3 clusters Score -3096988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -3096986.000000 Penalty: 3223.440186
	Iteration 54Q: 3 clusters Score -3096986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -3096998.250000 Penalty: 3223.440186
	Iteration 55Q: 3 clusters Score -3096998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3097013.000000 Penalty: 3223.440186
	Iteration 56Q: 3 clusters Score -3097013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -3097015.000000 Penalty: 3223.440186
	Iteration 57Q: 3 clusters Score -3097015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -3097025.500000 Penalty: 3223.440186
	Iteration 58Q: 3 clusters Score -3097026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3097033.750000 Penalty: 3223.440186
	Iteration 59Q: 3 clusters Score -3097034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3097038.500000 Penalty: 3223.440186
	Iteration 60F: 3 clusters Score -3097038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -3097043.500000 Penalty: 3223.440186
	Iteration 61Q: 3 clusters Score -3097044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -3097052.000000 Penalty: 3223.440186
	Iteration 62Q: 3 clusters Score -3097052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3097053.750000 Penalty: 3223.440186
	Iteration 63Q: 3 clusters Score -3097054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3097057.750000 Penalty: 3223.440186
	Iteration 64Q: 3 clusters Score -3097058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -3097057.750000 Penalty: 3223.440186
	Iteration 65Q: 3 clusters Score -3097058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3097056.000000 Penalty: 3223.440186
	Iteration 66Q: 3 clusters Score -3097056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3097056.000000 Penalty: 3223.440186
	Iteration 67F: 3 clusters Score -3097056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -135200.968750 Penalty: 1121.532349
	Iteration 0F: 2 clusters Score -135201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -133787.296875 Penalty: 2243.064697
	Iteration 0F: 3 clusters Score -133787.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -134076.203125 Penalty: 2243.064697
	Iteration 1F: 3 clusters Score -134076.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -134153.984375 Penalty: 2243.064697
	Iteration 2F: 3 clusters Score -134154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -134193.140625 Penalty: 2243.064697
	Iteration 3Q: 3 clusters Score -134193.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -134221.953125 Penalty: 2243.064697
	Iteration 4Q: 3 clusters Score -134222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -134237.890625 Penalty: 2243.064697
	Iteration 5Q: 3 clusters Score -134237.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -134255.015625 Penalty: 2243.064697
	Iteration 6Q: 3 clusters Score -134255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -134271.687500 Penalty: 2243.064697
	Iteration 7Q: 3 clusters Score -134271.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -134286.031250 Penalty: 2243.064697
	Iteration 8Q: 3 clusters Score -134286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -134306.781250 Penalty: 2243.064697
	Iteration 9Q: 3 clusters Score -134306.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -134313.312500 Penalty: 2243.064697
	Iteration 10Q: 3 clusters Score -134313.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -134319.406250 Penalty: 2243.064697
	Iteration 11Q: 3 clusters Score -134319.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -134325.125000 Penalty: 2243.064697
	Iteration 12Q: 3 clusters Score -134325.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -134328.328125 Penalty: 2243.064697
	Iteration 13Q: 3 clusters Score -134328.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -134331.562500 Penalty: 2243.064697
	Iteration 14Q: 3 clusters Score -134331.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -134332.562500 Penalty: 2243.064697
	Iteration 15Q: 3 clusters Score -134332.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -134334.968750 Penalty: 2243.064697
	Iteration 16Q: 3 clusters Score -134335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -134336.046875 Penalty: 2243.064697
	Iteration 17Q: 3 clusters Score -134336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -134337.390625 Penalty: 2243.064697
	Iteration 18Q: 3 clusters Score -134337.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -134338.656250 Penalty: 2243.064697
	Iteration 19Q: 3 clusters Score -134338.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -134339.796875 Penalty: 2243.064697
	Iteration 20F: 3 clusters Score -134339.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -134340.734375 Penalty: 2243.064697
	Iteration 21Q: 3 clusters Score -134340.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -134340.734375 Penalty: 2243.064697
	Iteration 22F: 3 clusters Score -134340.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -327438.812500 Penalty: 1270.167725
	Iteration 0F: 2 clusters Score -327438.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -325034.968750 Penalty: 2540.335449
	Iteration 0F: 3 clusters Score -325035 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -325596.781250 Penalty: 2540.335449
	Iteration 1F: 3 clusters Score -325596.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -325721.375000 Penalty: 2540.335449
	Iteration 2F: 3 clusters Score -325721.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -325811.906250 Penalty: 2540.335449
	Iteration 3F: 3 clusters Score -325811.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -325892.750000 Penalty: 2540.335449
	Iteration 4Q: 3 clusters Score -325892.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -325984.843750 Penalty: 2540.335449
	Iteration 5Q: 3 clusters Score -325984.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -326061.906250 Penalty: 2540.335449
	Iteration 6Q: 3 clusters Score -326061.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -326107.375000 Penalty: 2540.335449
	Iteration 7Q: 3 clusters Score -326107.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -326148.593750 Penalty: 2540.335449
	Iteration 8Q: 3 clusters Score -326148.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -326180.375000 Penalty: 2540.335449
	Iteration 9Q: 3 clusters Score -326180.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -326206.312500 Penalty: 2540.335449
	Iteration 10Q: 3 clusters Score -326206.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -326232.843750 Penalty: 2540.335449
	Iteration 11Q: 3 clusters Score -326232.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -326257.187500 Penalty: 2540.335449
	Iteration 12Q: 3 clusters Score -326257.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -326277.500000 Penalty: 2540.335449
	Iteration 13Q: 3 clusters Score -326277.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -326296.406250 Penalty: 2540.335449
	Iteration 14Q: 3 clusters Score -326296.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -326312.250000 Penalty: 2540.335449
	Iteration 15Q: 3 clusters Score -326312.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -326327.281250 Penalty: 2540.335449
	Iteration 16Q: 3 clusters Score -326327.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -326338.250000 Penalty: 2540.335449
	Iteration 17Q: 3 clusters Score -326338.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -326353.093750 Penalty: 2540.335449
	Iteration 18Q: 3 clusters Score -326353.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -326364.156250 Penalty: 2540.335449
	Iteration 19Q: 3 clusters Score -326364.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -326372.468750 Penalty: 2540.335449
	Iteration 20F: 3 clusters Score -326372.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -326380.000000 Penalty: 2540.335449
	Iteration 21Q: 3 clusters Score -326380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -326386.468750 Penalty: 2540.335449
	Iteration 22Q: 3 clusters Score -326386.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -326390.437500 Penalty: 2540.335449
	Iteration 23Q: 3 clusters Score -326390.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -326394.343750 Penalty: 2540.335449
	Iteration 24Q: 3 clusters Score -326394.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -326398.875000 Penalty: 2540.335449
	Iteration 25Q: 3 clusters Score -326398.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -326402.562500 Penalty: 2540.335449
	Iteration 26Q: 3 clusters Score -326402.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -326406.750000 Penalty: 2540.335449
	Iteration 27Q: 3 clusters Score -326406.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -326409.250000 Penalty: 2540.335449
	Iteration 28Q: 3 clusters Score -326409.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -326410.187500 Penalty: 2540.335449
	Iteration 29Q: 3 clusters Score -326410.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -326411.218750 Penalty: 2540.335449
	Iteration 30Q: 3 clusters Score -326411.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -326411.937500 Penalty: 2540.335449
	Iteration 31Q: 3 clusters Score -326411.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -326412.437500 Penalty: 2540.335449
	Iteration 32Q: 3 clusters Score -326412.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -326413.000000 Penalty: 2540.335449
	Iteration 33Q: 3 clusters Score -326413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -326413.968750 Penalty: 2540.335449
	Iteration 34Q: 3 clusters Score -326414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -326414.187500 Penalty: 2540.335449
	Iteration 35Q: 3 clusters Score -326414.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -326415.062500 Penalty: 2540.335449
	Iteration 36Q: 3 clusters Score -326415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -326415.593750 Penalty: 2540.335449
	Iteration 37Q: 3 clusters Score -326415.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -326417.281250 Penalty: 2540.335449
	Iteration 38Q: 3 clusters Score -326417.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -326419.562500 Penalty: 2540.335449
	Iteration 39Q: 3 clusters Score -326419.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -326424.125000 Penalty: 2540.335449
	Iteration 40F: 3 clusters Score -326424.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -326425.375000 Penalty: 2540.335449
	Iteration 41Q: 3 clusters Score -326425.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -326426.062500 Penalty: 2540.335449
	Iteration 42Q: 3 clusters Score -326426.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -326426.093750 Penalty: 2540.335449
	Iteration 43Q: 3 clusters Score -326426.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -326426.093750 Penalty: 2540.335449
	Iteration 44F: 3 clusters Score -326426.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -18708.947266 Penalty: 836.467834
	Iteration 0F: 2 clusters Score -18708.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18048.222656 Penalty: 1672.935669
	Iteration 0F: 3 clusters Score -18048.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18128.240234 Penalty: 1672.935669
	Iteration 1F: 3 clusters Score -18128.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18138.562500 Penalty: 1672.935669
	Iteration 2Q: 3 clusters Score -18138.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18158.537109 Penalty: 1672.935669
	Iteration 3Q: 3 clusters Score -18158.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18163.605469 Penalty: 1672.935669
	Iteration 4Q: 3 clusters Score -18163.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18165.394531 Penalty: 1672.935669
	Iteration 5Q: 3 clusters Score -18165.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18165.394531 Penalty: 1672.935669
	Iteration 6F: 3 clusters Score -18165.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Entering Unmasked Estep 
Score: -305172.312500 Penalty: 1252.616699
	Iteration 0F: 2 clusters Score -305172.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -302961.593750 Penalty: 2505.233398
	Iteration 0F: 3 clusters Score -302961.6 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -303503.156250 Penalty: 2505.233398
	Iteration 1F: 3 clusters Score -303503.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -303625.906250 Penalty: 2505.233398
	Iteration 2F: 3 clusters Score -303625.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -303703.531250 Penalty: 2505.233398
	Iteration 3Q: 3 clusters Score -303703.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -303762.906250 Penalty: 2505.233398
	Iteration 4Q: 3 clusters Score -303762.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -303809.312500 Penalty: 2505.233398
	Iteration 5Q: 3 clusters Score -303809.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -303835.687500 Penalty: 2505.233398
	Iteration 6Q: 3 clusters Score -303835.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -303856.187500 Penalty: 2505.233398
	Iteration 7Q: 3 clusters Score -303856.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -303877.718750 Penalty: 2505.233398
	Iteration 8Q: 3 clusters Score -303877.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -303904.281250 Penalty: 2505.233398
	Iteration 9Q: 3 clusters Score -303904.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -303925.406250 Penalty: 2505.233398
	Iteration 10Q: 3 clusters Score -303925.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -303952.625000 Penalty: 2505.233398
	Iteration 11Q: 3 clusters Score -303952.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -303983.625000 Penalty: 2505.233398
	Iteration 12Q: 3 clusters Score -303983.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -304006.093750 Penalty: 2505.233398
	Iteration 13Q: 3 clusters Score -304006.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -304039.750000 Penalty: 2505.233398
	Iteration 14Q: 3 clusters Score -304039.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -304063.281250 Penalty: 2505.233398
	Iteration 15Q: 3 clusters Score -304063.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -304087.437500 Penalty: 2505.233398
	Iteration 16Q: 3 clusters Score -304087.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -304110.750000 Penalty: 2505.233398
	Iteration 17Q: 3 clusters Score -304110.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -304137.218750 Penalty: 2505.233398
	Iteration 18Q: 3 clusters Score -304137.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -304157.968750 Penalty: 2505.233398
	Iteration 19Q: 3 clusters Score -304158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -304180.625000 Penalty: 2505.233398
	Iteration 20F: 3 clusters Score -304180.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -304203.687500 Penalty: 2505.233398
	Iteration 21Q: 3 clusters Score -304203.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -304227.531250 Penalty: 2505.233398
	Iteration 22Q: 3 clusters Score -304227.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -304249.593750 Penalty: 2505.233398
	Iteration 23Q: 3 clusters Score -304249.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -304269.500000 Penalty: 2505.233398
	Iteration 24Q: 3 clusters Score -304269.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -304282.375000 Penalty: 2505.233398
	Iteration 25Q: 3 clusters Score -304282.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -304293.062500 Penalty: 2505.233398
	Iteration 26Q: 3 clusters Score -304293.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -304302.437500 Penalty: 2505.233398
	Iteration 27Q: 3 clusters Score -304302.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -304319.500000 Penalty: 2505.233398
	Iteration 28Q: 3 clusters Score -304319.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -304335.750000 Penalty: 2505.233398
	Iteration 29Q: 3 clusters Score -304335.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -304346.625000 Penalty: 2505.233398
	Iteration 30Q: 3 clusters Score -304346.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -304353.468750 Penalty: 2505.233398
	Iteration 31Q: 3 clusters Score -304353.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -304363.468750 Penalty: 2505.233398
	Iteration 32Q: 3 clusters Score -304363.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -304373.468750 Penalty: 2505.233398
	Iteration 33Q: 3 clusters Score -304373.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -304379.156250 Penalty: 2505.233398
	Iteration 34Q: 3 clusters Score -304379.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -304383.343750 Penalty: 2505.233398
	Iteration 35Q: 3 clusters Score -304383.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -304387.906250 Penalty: 2505.233398
	Iteration 36Q: 3 clusters Score -304387.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -304392.531250 Penalty: 2505.233398
	Iteration 37Q: 3 clusters Score -304392.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -304395.843750 Penalty: 2505.233398
	Iteration 38Q: 3 clusters Score -304395.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -304397.656250 Penalty: 2505.233398
	Iteration 39Q: 3 clusters Score -304397.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -304399.250000 Penalty: 2505.233398
	Iteration 40F: 3 clusters Score -304399.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -304401.250000 Penalty: 2505.233398
	Iteration 41Q: 3 clusters Score -304401.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -304403.218750 Penalty: 2505.233398
	Iteration 42Q: 3 clusters Score -304403.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -304404.718750 Penalty: 2505.233398
	Iteration 43Q: 3 clusters Score -304404.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -304404.718750 Penalty: 2505.233398
	Iteration 44F: 3 clusters Score -304404.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (13228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Entering Unmasked Estep 
Score: -2010686.500000 Penalty: 1542.139893
	Iteration 0F: 2 clusters Score -2010686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2001510.750000 Penalty: 3084.279785
	Iteration 0F: 3 clusters Score -2001511 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2004814.750000 Penalty: 3084.279785
	Iteration 1F: 3 clusters Score -2004815 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2005349.125000 Penalty: 3084.279785
	Iteration 2F: 3 clusters Score -2005349 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2005919.875000 Penalty: 3084.279785
	Iteration 3F: 3 clusters Score -2005920 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2006548.000000 Penalty: 3084.279785
	Iteration 4F: 3 clusters Score -2006548 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2007145.375000 Penalty: 3084.279785
	Iteration 5F: 3 clusters Score -2007145 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2007677.125000 Penalty: 3084.279785
	Iteration 6F: 3 clusters Score -2007677 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2008063.750000 Penalty: 3084.279785
	Iteration 7Q: 3 clusters Score -2008064 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2008384.375000 Penalty: 3084.279785
	Iteration 8Q: 3 clusters Score -2008384 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2008594.750000 Penalty: 3084.279785
	Iteration 9Q: 3 clusters Score -2008595 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2008759.750000 Penalty: 3084.279785
	Iteration 10Q: 3 clusters Score -2008760 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2008869.500000 Penalty: 3084.279785
	Iteration 11Q: 3 clusters Score -2008870 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2008934.875000 Penalty: 3084.279785
	Iteration 12Q: 3 clusters Score -2008935 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2008984.375000 Penalty: 3084.279785
	Iteration 13Q: 3 clusters Score -2008984 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2009021.125000 Penalty: 3084.279785
	Iteration 14Q: 3 clusters Score -2009021 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2009052.500000 Penalty: 3084.279785
	Iteration 15Q: 3 clusters Score -2009052 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2009076.250000 Penalty: 3084.279785
	Iteration 16Q: 3 clusters Score -2009076 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2009100.375000 Penalty: 3084.279785
	Iteration 17Q: 3 clusters Score -2009100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2009127.625000 Penalty: 3084.279785
	Iteration 18Q: 3 clusters Score -2009128 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2009154.250000 Penalty: 3084.279785
	Iteration 19Q: 3 clusters Score -2009154 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2009167.875000 Penalty: 3084.279785
	Iteration 20F: 3 clusters Score -2009168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2009187.875000 Penalty: 3084.279785
	Iteration 21Q: 3 clusters Score -2009188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2009211.500000 Penalty: 3084.279785
	Iteration 22Q: 3 clusters Score -2009212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2009231.375000 Penalty: 3084.279785
	Iteration 23Q: 3 clusters Score -2009231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2009244.375000 Penalty: 3084.279785
	Iteration 24Q: 3 clusters Score -2009244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2009255.500000 Penalty: 3084.279785
	Iteration 25Q: 3 clusters Score -2009256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2009266.625000 Penalty: 3084.279785
	Iteration 26Q: 3 clusters Score -2009267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2009273.500000 Penalty: 3084.279785
	Iteration 27Q: 3 clusters Score -2009274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2009278.375000 Penalty: 3084.279785
	Iteration 28Q: 3 clusters Score -2009278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2009281.000000 Penalty: 3084.279785
	Iteration 29Q: 3 clusters Score -2009281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2009287.875000 Penalty: 3084.279785
	Iteration 30Q: 3 clusters Score -2009288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2009294.875000 Penalty: 3084.279785
	Iteration 31Q: 3 clusters Score -2009295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2009302.000000 Penalty: 3084.279785
	Iteration 32Q: 3 clusters Score -2009302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2009311.625000 Penalty: 3084.279785
	Iteration 33Q: 3 clusters Score -2009312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2009316.125000 Penalty: 3084.279785
	Iteration 34Q: 3 clusters Score -2009316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2009315.875000 Penalty: 3084.279785
	Iteration 35Q: 3 clusters Score -2009316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2009314.125000 Penalty: 3084.279785
	Iteration 36Q: 3 clusters Score -2009314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2009316.500000 Penalty: 3084.279785
	Iteration 37Q: 3 clusters Score -2009316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2009315.000000 Penalty: 3084.279785
	Iteration 38Q: 3 clusters Score -2009315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2009319.500000 Penalty: 3084.279785
	Iteration 39Q: 3 clusters Score -2009320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2009320.500000 Penalty: 3084.279785
	Iteration 40F: 3 clusters Score -2009320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2009323.625000 Penalty: 3084.279785
	Iteration 41Q: 3 clusters Score -2009324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2009321.375000 Penalty: 3084.279785
	Iteration 42Q: 3 clusters Score -2009321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2009323.000000 Penalty: 3084.279785
	Iteration 43Q: 3 clusters Score -2009323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2009323.250000 Penalty: 3084.279785
	Iteration 44Q: 3 clusters Score -2009323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2009325.125000 Penalty: 3084.279785
	Iteration 45Q: 3 clusters Score -2009325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2009328.875000 Penalty: 3084.279785
	Iteration 46Q: 3 clusters Score -2009329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2009329.750000 Penalty: 3084.279785
	Iteration 47Q: 3 clusters Score -2009330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2009329.750000 Penalty: 3084.279785
	Iteration 48F: 3 clusters Score -2009330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (11840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Entering Unmasked Estep 
Score: -1727222.625000 Penalty: 1524.126343
	Iteration 0F: 2 clusters Score -1727223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1718977.625000 Penalty: 3048.252686
	Iteration 0F: 3 clusters Score -1718978 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1721759.250000 Penalty: 3048.252686
	Iteration 1F: 3 clusters Score -1721759 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1722057.125000 Penalty: 3048.252686
	Iteration 2F: 3 clusters Score -1722057 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1722286.625000 Penalty: 3048.252686
	Iteration 3Q: 3 clusters Score -1722287 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1722503.125000 Penalty: 3048.252686
	Iteration 4Q: 3 clusters Score -1722503 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1722707.125000 Penalty: 3048.252686
	Iteration 5Q: 3 clusters Score -1722707 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1722902.125000 Penalty: 3048.252686
	Iteration 6Q: 3 clusters Score -1722902 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1723101.500000 Penalty: 3048.252686
	Iteration 7Q: 3 clusters Score -1723102 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1723317.500000 Penalty: 3048.252686
	Iteration 8Q: 3 clusters Score -1723318 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1723619.625000 Penalty: 3048.252686
	Iteration 9Q: 3 clusters Score -1723620 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1723999.750000 Penalty: 3048.252686
	Iteration 10F: 3 clusters Score -1724000 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1724439.250000 Penalty: 3048.252686
	Iteration 11F: 3 clusters Score -1724439 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1724869.000000 Penalty: 3048.252686
	Iteration 12Q: 3 clusters Score -1724869 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1725218.125000 Penalty: 3048.252686
	Iteration 13Q: 3 clusters Score -1725218 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1725475.625000 Penalty: 3048.252686
	Iteration 14Q: 3 clusters Score -1725476 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1725652.500000 Penalty: 3048.252686
	Iteration 15Q: 3 clusters Score -1725652 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1725761.750000 Penalty: 3048.252686
	Iteration 16Q: 3 clusters Score -1725762 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1725837.250000 Penalty: 3048.252686
	Iteration 17Q: 3 clusters Score -1725837 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1725896.125000 Penalty: 3048.252686
	Iteration 18Q: 3 clusters Score -1725896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1725937.000000 Penalty: 3048.252686
	Iteration 19Q: 3 clusters Score -1725937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1725960.750000 Penalty: 3048.252686
	Iteration 20F: 3 clusters Score -1725961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1725978.125000 Penalty: 3048.252686
	Iteration 21Q: 3 clusters Score -1725978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1725989.250000 Penalty: 3048.252686
	Iteration 22Q: 3 clusters Score -1725989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1725998.750000 Penalty: 3048.252686
	Iteration 23Q: 3 clusters Score -1725999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1726007.500000 Penalty: 3048.252686
	Iteration 24Q: 3 clusters Score -1726008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1726009.000000 Penalty: 3048.252686
	Iteration 25Q: 3 clusters Score -1726009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1726015.750000 Penalty: 3048.252686
	Iteration 26Q: 3 clusters Score -1726016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1726018.250000 Penalty: 3048.252686
	Iteration 27Q: 3 clusters Score -1726018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1726019.000000 Penalty: 3048.252686
	Iteration 28Q: 3 clusters Score -1726019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1726019.000000 Penalty: 3048.252686
	Iteration 29F: 3 clusters Score -1726019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -69272.898438 Penalty: 1017.802185
	Iteration 0F: 2 clusters Score -69272.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68220.015625 Penalty: 2035.604370
	Iteration 0F: 3 clusters Score -68220.02 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68414.359375 Penalty: 2035.604370
	Iteration 1F: 3 clusters Score -68414.36 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68482.945312 Penalty: 2035.604370
	Iteration 2F: 3 clusters Score -68482.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68529.640625 Penalty: 2035.604370
	Iteration 3Q: 3 clusters Score -68529.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68561.632812 Penalty: 2035.604370
	Iteration 4Q: 3 clusters Score -68561.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68604.523438 Penalty: 2035.604370
	Iteration 5Q: 3 clusters Score -68604.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68653.742188 Penalty: 2035.604370
	Iteration 6Q: 3 clusters Score -68653.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68690.906250 Penalty: 2035.604370
	Iteration 7Q: 3 clusters Score -68690.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68704.820312 Penalty: 2035.604370
	Iteration 8Q: 3 clusters Score -68704.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68717.179688 Penalty: 2035.604370
	Iteration 9Q: 3 clusters Score -68717.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68744.187500 Penalty: 2035.604370
	Iteration 10Q: 3 clusters Score -68744.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68754.773438 Penalty: 2035.604370
	Iteration 11Q: 3 clusters Score -68754.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68762.898438 Penalty: 2035.604370
	Iteration 12Q: 3 clusters Score -68762.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68767.750000 Penalty: 2035.604370
	Iteration 13Q: 3 clusters Score -68767.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68772.906250 Penalty: 2035.604370
	Iteration 14Q: 3 clusters Score -68772.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68775.796875 Penalty: 2035.604370
	Iteration 15Q: 3 clusters Score -68775.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68778.773438 Penalty: 2035.604370
	Iteration 16Q: 3 clusters Score -68778.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68778.773438 Penalty: 2035.604370
	Iteration 17F: 3 clusters Score -68778.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (14016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Entering Unmasked Estep 
Score: -2125524.500000 Penalty: 1551.542603
	Iteration 0F: 2 clusters Score -2125524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2115866.750000 Penalty: 3103.085205
	Iteration 0F: 3 clusters Score -2115867 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2119272.500000 Penalty: 3103.085205
	Iteration 1F: 3 clusters Score -2119272 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2119649.750000 Penalty: 3103.085205
	Iteration 2F: 3 clusters Score -2119650 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2120003.500000 Penalty: 3103.085205
	Iteration 3F: 3 clusters Score -2120004 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2120387.250000 Penalty: 3103.085205
	Iteration 4F: 3 clusters Score -2120387 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2120712.750000 Penalty: 3103.085205
	Iteration 5F: 3 clusters Score -2120713 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2121039.750000 Penalty: 3103.085205
	Iteration 6F: 3 clusters Score -2121040 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2121307.750000 Penalty: 3103.085205
	Iteration 7Q: 3 clusters Score -2121308 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2121544.000000 Penalty: 3103.085205
	Iteration 8Q: 3 clusters Score -2121544 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2121782.500000 Penalty: 3103.085205
	Iteration 9Q: 3 clusters Score -2121782 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2122036.500000 Penalty: 3103.085205
	Iteration 10Q: 3 clusters Score -2122036 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2122343.250000 Penalty: 3103.085205
	Iteration 11Q: 3 clusters Score -2122343 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2122647.250000 Penalty: 3103.085205
	Iteration 12Q: 3 clusters Score -2122647 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2122909.500000 Penalty: 3103.085205
	Iteration 13Q: 3 clusters Score -2122910 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2123135.750000 Penalty: 3103.085205
	Iteration 14Q: 3 clusters Score -2123136 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2123313.000000 Penalty: 3103.085205
	Iteration 15Q: 3 clusters Score -2123313 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2123432.000000 Penalty: 3103.085205
	Iteration 16Q: 3 clusters Score -2123432 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2123510.500000 Penalty: 3103.085205
	Iteration 17Q: 3 clusters Score -2123510 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2123572.250000 Penalty: 3103.085205
	Iteration 18Q: 3 clusters Score -2123572 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2123637.000000 Penalty: 3103.085205
	Iteration 19Q: 3 clusters Score -2123637 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2123695.250000 Penalty: 3103.085205
	Iteration 20F: 3 clusters Score -2123695 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2123742.500000 Penalty: 3103.085205
	Iteration 21Q: 3 clusters Score -2123742 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2123783.000000 Penalty: 3103.085205
	Iteration 22Q: 3 clusters Score -2123783 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2123828.500000 Penalty: 3103.085205
	Iteration 23Q: 3 clusters Score -2123828 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2123855.750000 Penalty: 3103.085205
	Iteration 24Q: 3 clusters Score -2123856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2123884.750000 Penalty: 3103.085205
	Iteration 25Q: 3 clusters Score -2123885 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2123901.750000 Penalty: 3103.085205
	Iteration 26Q: 3 clusters Score -2123902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2123921.250000 Penalty: 3103.085205
	Iteration 27Q: 3 clusters Score -2123921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2123929.500000 Penalty: 3103.085205
	Iteration 28Q: 3 clusters Score -2123930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2123944.000000 Penalty: 3103.085205
	Iteration 29Q: 3 clusters Score -2123944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2123957.500000 Penalty: 3103.085205
	Iteration 30Q: 3 clusters Score -2123958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2123970.000000 Penalty: 3103.085205
	Iteration 31Q: 3 clusters Score -2123970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2123982.000000 Penalty: 3103.085205
	Iteration 32Q: 3 clusters Score -2123982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2123999.250000 Penalty: 3103.085205
	Iteration 33Q: 3 clusters Score -2123999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2124004.500000 Penalty: 3103.085205
	Iteration 34Q: 3 clusters Score -2124004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2124009.750000 Penalty: 3103.085205
	Iteration 35Q: 3 clusters Score -2124010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2124020.500000 Penalty: 3103.085205
	Iteration 36Q: 3 clusters Score -2124020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2124025.250000 Penalty: 3103.085205
	Iteration 37Q: 3 clusters Score -2124025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2124029.500000 Penalty: 3103.085205
	Iteration 38Q: 3 clusters Score -2124030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2124033.000000 Penalty: 3103.085205
	Iteration 39Q: 3 clusters Score -2124033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2124036.500000 Penalty: 3103.085205
	Iteration 40F: 3 clusters Score -2124036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2124044.250000 Penalty: 3103.085205
	Iteration 41Q: 3 clusters Score -2124044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2124052.000000 Penalty: 3103.085205
	Iteration 42Q: 3 clusters Score -2124052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2124059.500000 Penalty: 3103.085205
	Iteration 43Q: 3 clusters Score -2124060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2124062.250000 Penalty: 3103.085205
	Iteration 44Q: 3 clusters Score -2124062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2124073.750000 Penalty: 3103.085205
	Iteration 45Q: 3 clusters Score -2124074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2124081.500000 Penalty: 3103.085205
	Iteration 46Q: 3 clusters Score -2124082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2124085.750000 Penalty: 3103.085205
	Iteration 47Q: 3 clusters Score -2124086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2124090.500000 Penalty: 3103.085205
	Iteration 48Q: 3 clusters Score -2124090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2124090.500000 Penalty: 3103.085205
	Iteration 49Q: 3 clusters Score -2124090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2124098.000000 Penalty: 3103.085205
	Iteration 50Q: 3 clusters Score -2124098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2124099.500000 Penalty: 3103.085205
	Iteration 51Q: 3 clusters Score -2124100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2124103.500000 Penalty: 3103.085205
	Iteration 52Q: 3 clusters Score -2124104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2124105.750000 Penalty: 3103.085205
	Iteration 53Q: 3 clusters Score -2124106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2124104.750000 Penalty: 3103.085205
	Iteration 54Q: 3 clusters Score -2124105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2124108.750000 Penalty: 3103.085205
	Iteration 55Q: 3 clusters Score -2124109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2124112.000000 Penalty: 3103.085205
	Iteration 56Q: 3 clusters Score -2124112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2124119.500000 Penalty: 3103.085205
	Iteration 57Q: 3 clusters Score -2124120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2124122.750000 Penalty: 3103.085205
	Iteration 58Q: 3 clusters Score -2124123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2124127.750000 Penalty: 3103.085205
	Iteration 59Q: 3 clusters Score -2124128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2124127.750000 Penalty: 3103.085205
	Iteration 60F: 3 clusters Score -2124128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -211291.328125 Penalty: 1205.356812
	Iteration 0F: 2 clusters Score -211291.3 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 831 members 
Entering Unmasked Estep 
Score: -209453.546875 Penalty: 2410.713623
	Iteration 0F: 3 clusters Score -209453.5 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -209943.468750 Penalty: 2410.713623
	Iteration 1F: 3 clusters Score -209943.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -210104.671875 Penalty: 2410.713623
	Iteration 2F: 3 clusters Score -210104.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -210223.390625 Penalty: 2410.713623
	Iteration 3F: 3 clusters Score -210223.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -210326.421875 Penalty: 2410.713623
	Iteration 4Q: 3 clusters Score -210326.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -210435.406250 Penalty: 2410.713623
	Iteration 5Q: 3 clusters Score -210435.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -210515.937500 Penalty: 2410.713623
	Iteration 6Q: 3 clusters Score -210515.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -210600.125000 Penalty: 2410.713623
	Iteration 7Q: 3 clusters Score -210600.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -210710.328125 Penalty: 2410.713623
	Iteration 8Q: 3 clusters Score -210710.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -210792.125000 Penalty: 2410.713623
	Iteration 9Q: 3 clusters Score -210792.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -210854.796875 Penalty: 2410.713623
	Iteration 10Q: 3 clusters Score -210854.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -210897.093750 Penalty: 2410.713623
	Iteration 11Q: 3 clusters Score -210897.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -210928.531250 Penalty: 2410.713623
	Iteration 12Q: 3 clusters Score -210928.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -210963.343750 Penalty: 2410.713623
	Iteration 13Q: 3 clusters Score -210963.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -210988.500000 Penalty: 2410.713623
	Iteration 14Q: 3 clusters Score -210988.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -211011.000000 Penalty: 2410.713623
	Iteration 15Q: 3 clusters Score -211011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -211036.265625 Penalty: 2410.713623
	Iteration 16Q: 3 clusters Score -211036.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -211048.484375 Penalty: 2410.713623
	Iteration 17Q: 3 clusters Score -211048.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -211053.000000 Penalty: 2410.713623
	Iteration 18Q: 3 clusters Score -211053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -211055.828125 Penalty: 2410.713623
	Iteration 19Q: 3 clusters Score -211055.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -211065.437500 Penalty: 2410.713623
	Iteration 20F: 3 clusters Score -211065.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -211073.562500 Penalty: 2410.713623
	Iteration 21Q: 3 clusters Score -211073.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -211079.156250 Penalty: 2410.713623
	Iteration 22Q: 3 clusters Score -211079.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -211080.640625 Penalty: 2410.713623
	Iteration 23Q: 3 clusters Score -211080.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -211081.437500 Penalty: 2410.713623
	Iteration 24Q: 3 clusters Score -211081.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -211081.671875 Penalty: 2410.713623
	Iteration 25Q: 3 clusters Score -211081.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -211082.546875 Penalty: 2410.713623
	Iteration 26Q: 3 clusters Score -211082.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -211082.546875 Penalty: 2410.713623
	Iteration 27F: 3 clusters Score -211082.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -99246.804688 Penalty: 1098.567383
	Iteration 0F: 2 clusters Score -99246.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -97936.984375 Penalty: 2197.134766
	Iteration 0F: 3 clusters Score -97936.98 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -98245.148438 Penalty: 2197.134766
	Iteration 1F: 3 clusters Score -98245.15 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -98397.976562 Penalty: 2197.134766
	Iteration 2F: 3 clusters Score -98397.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -98476.945312 Penalty: 2197.134766
	Iteration 3F: 3 clusters Score -98476.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98522.265625 Penalty: 2197.134766
	Iteration 4Q: 3 clusters Score -98522.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -98554.101562 Penalty: 2197.134766
	Iteration 5Q: 3 clusters Score -98554.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -98585.929688 Penalty: 2197.134766
	Iteration 6Q: 3 clusters Score -98585.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -98613.875000 Penalty: 2197.134766
	Iteration 7Q: 3 clusters Score -98613.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98640.015625 Penalty: 2197.134766
	Iteration 8Q: 3 clusters Score -98640.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -98676.578125 Penalty: 2197.134766
	Iteration 9Q: 3 clusters Score -98676.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98702.921875 Penalty: 2197.134766
	Iteration 10Q: 3 clusters Score -98702.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98723.781250 Penalty: 2197.134766
	Iteration 11Q: 3 clusters Score -98723.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98733.804688 Penalty: 2197.134766
	Iteration 12Q: 3 clusters Score -98733.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -98740.812500 Penalty: 2197.134766
	Iteration 13Q: 3 clusters Score -98740.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -98747.406250 Penalty: 2197.134766
	Iteration 14Q: 3 clusters Score -98747.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98749.070312 Penalty: 2197.134766
	Iteration 15Q: 3 clusters Score -98749.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98749.070312 Penalty: 2197.134766
	Iteration 16F: 3 clusters Score -98749.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (6706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Entering Unmasked Estep 
Score: -971642.812500 Penalty: 1431.748169
	Iteration 0F: 2 clusters Score -971642.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -966546.687500 Penalty: 2863.496338
	Iteration 0F: 3 clusters Score -966546.7 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -968120.375000 Penalty: 2863.496338
	Iteration 1F: 3 clusters Score -968120.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -968330.000000 Penalty: 2863.496338
	Iteration 2F: 3 clusters Score -968330 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -968482.375000 Penalty: 2863.496338
	Iteration 3Q: 3 clusters Score -968482.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -968596.437500 Penalty: 2863.496338
	Iteration 4Q: 3 clusters Score -968596.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -968709.625000 Penalty: 2863.496338
	Iteration 5Q: 3 clusters Score -968709.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -968844.625000 Penalty: 2863.496338
	Iteration 6Q: 3 clusters Score -968844.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -968990.562500 Penalty: 2863.496338
	Iteration 7Q: 3 clusters Score -968990.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -969157.312500 Penalty: 2863.496338
	Iteration 8Q: 3 clusters Score -969157.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -969342.937500 Penalty: 2863.496338
	Iteration 9Q: 3 clusters Score -969342.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -969518.437500 Penalty: 2863.496338
	Iteration 10Q: 3 clusters Score -969518.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -969692.250000 Penalty: 2863.496338
	Iteration 11Q: 3 clusters Score -969692.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -969872.437500 Penalty: 2863.496338
	Iteration 12Q: 3 clusters Score -969872.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -970029.687500 Penalty: 2863.496338
	Iteration 13Q: 3 clusters Score -970029.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -970134.375000 Penalty: 2863.496338
	Iteration 14Q: 3 clusters Score -970134.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -970215.250000 Penalty: 2863.496338
	Iteration 15Q: 3 clusters Score -970215.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -970282.687500 Penalty: 2863.496338
	Iteration 16Q: 3 clusters Score -970282.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -970339.062500 Penalty: 2863.496338
	Iteration 17Q: 3 clusters Score -970339.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -970373.312500 Penalty: 2863.496338
	Iteration 18Q: 3 clusters Score -970373.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -970400.875000 Penalty: 2863.496338
	Iteration 19Q: 3 clusters Score -970400.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -970419.750000 Penalty: 2863.496338
	Iteration 20F: 3 clusters Score -970419.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -970435.812500 Penalty: 2863.496338
	Iteration 21Q: 3 clusters Score -970435.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -970454.437500 Penalty: 2863.496338
	Iteration 22Q: 3 clusters Score -970454.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -970462.187500 Penalty: 2863.496338
	Iteration 23Q: 3 clusters Score -970462.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -970468.812500 Penalty: 2863.496338
	Iteration 24Q: 3 clusters Score -970468.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -970471.625000 Penalty: 2863.496338
	Iteration 25Q: 3 clusters Score -970471.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -970474.625000 Penalty: 2863.496338
	Iteration 26Q: 3 clusters Score -970474.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -970476.812500 Penalty: 2863.496338
	Iteration 27Q: 3 clusters Score -970476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -970478.312500 Penalty: 2863.496338
	Iteration 28Q: 3 clusters Score -970478.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -970479.812500 Penalty: 2863.496338
	Iteration 29Q: 3 clusters Score -970479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -970480.750000 Penalty: 2863.496338
	Iteration 30Q: 3 clusters Score -970480.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -970482.437500 Penalty: 2863.496338
	Iteration 31Q: 3 clusters Score -970482.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -970485.750000 Penalty: 2863.496338
	Iteration 32Q: 3 clusters Score -970485.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -970487.750000 Penalty: 2863.496338
	Iteration 33Q: 3 clusters Score -970487.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -970489.187500 Penalty: 2863.496338
	Iteration 34Q: 3 clusters Score -970489.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -970489.687500 Penalty: 2863.496338
	Iteration 35Q: 3 clusters Score -970489.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -970489.687500 Penalty: 2863.496338
	Iteration 36F: 3 clusters Score -970489.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (19013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Entering Unmasked Estep 
Score: -2894178.750000 Penalty: 1601.092773
	Iteration 0F: 2 clusters Score -2894179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2882060.000000 Penalty: 3202.185547
	Iteration 0F: 3 clusters Score -2882060 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2886996.750000 Penalty: 3202.185547
	Iteration 1F: 3 clusters Score -2886997 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2887451.000000 Penalty: 3202.185547
	Iteration 2F: 3 clusters Score -2887451 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2887864.250000 Penalty: 3202.185547
	Iteration 3F: 3 clusters Score -2887864 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2888267.250000 Penalty: 3202.185547
	Iteration 4F: 3 clusters Score -2888267 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2888708.750000 Penalty: 3202.185547
	Iteration 5Q: 3 clusters Score -2888709 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2889155.500000 Penalty: 3202.185547
	Iteration 6Q: 3 clusters Score -2889156 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2889602.250000 Penalty: 3202.185547
	Iteration 7Q: 3 clusters Score -2889602 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2890115.250000 Penalty: 3202.185547
	Iteration 8Q: 3 clusters Score -2890115 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2890644.500000 Penalty: 3202.185547
	Iteration 9Q: 3 clusters Score -2890644 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2891047.250000 Penalty: 3202.185547
	Iteration 10Q: 3 clusters Score -2891047 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2891327.000000 Penalty: 3202.185547
	Iteration 11Q: 3 clusters Score -2891327 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2891479.000000 Penalty: 3202.185547
	Iteration 12Q: 3 clusters Score -2891479 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2891575.750000 Penalty: 3202.185547
	Iteration 13Q: 3 clusters Score -2891576 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2891664.000000 Penalty: 3202.185547
	Iteration 14Q: 3 clusters Score -2891664 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2891725.000000 Penalty: 3202.185547
	Iteration 15Q: 3 clusters Score -2891725 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2891786.250000 Penalty: 3202.185547
	Iteration 16Q: 3 clusters Score -2891786 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2891844.500000 Penalty: 3202.185547
	Iteration 17Q: 3 clusters Score -2891844 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2891924.250000 Penalty: 3202.185547
	Iteration 18Q: 3 clusters Score -2891924 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2891991.500000 Penalty: 3202.185547
	Iteration 19Q: 3 clusters Score -2891992 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2892078.500000 Penalty: 3202.185547
	Iteration 20F: 3 clusters Score -2892078 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2892173.750000 Penalty: 3202.185547
	Iteration 21Q: 3 clusters Score -2892174 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2892263.500000 Penalty: 3202.185547
	Iteration 22Q: 3 clusters Score -2892264 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2892373.750000 Penalty: 3202.185547
	Iteration 23Q: 3 clusters Score -2892374 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2892482.750000 Penalty: 3202.185547
	Iteration 24Q: 3 clusters Score -2892483 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2892548.750000 Penalty: 3202.185547
	Iteration 25Q: 3 clusters Score -2892549 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2892609.500000 Penalty: 3202.185547
	Iteration 26Q: 3 clusters Score -2892610 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2892655.750000 Penalty: 3202.185547
	Iteration 27Q: 3 clusters Score -2892656 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2892676.000000 Penalty: 3202.185547
	Iteration 28Q: 3 clusters Score -2892676 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2892712.750000 Penalty: 3202.185547
	Iteration 29Q: 3 clusters Score -2892713 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2892736.000000 Penalty: 3202.185547
	Iteration 30Q: 3 clusters Score -2892736 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2892746.500000 Penalty: 3202.185547
	Iteration 31Q: 3 clusters Score -2892746 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2892760.000000 Penalty: 3202.185547
	Iteration 32Q: 3 clusters Score -2892760 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2892769.500000 Penalty: 3202.185547
	Iteration 33Q: 3 clusters Score -2892770 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2892774.000000 Penalty: 3202.185547
	Iteration 34Q: 3 clusters Score -2892774 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2892784.250000 Penalty: 3202.185547
	Iteration 35Q: 3 clusters Score -2892784 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2892784.500000 Penalty: 3202.185547
	Iteration 36Q: 3 clusters Score -2892784 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2892785.000000 Penalty: 3202.185547
	Iteration 37Q: 3 clusters Score -2892785 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2892787.750000 Penalty: 3202.185547
	Iteration 38Q: 3 clusters Score -2892788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2892785.500000 Penalty: 3202.185547
	Iteration 39Q: 3 clusters Score -2892786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2892782.250000 Penalty: 3202.185547
	Iteration 40F: 3 clusters Score -2892782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2892777.500000 Penalty: 3202.185547
	Iteration 41Q: 3 clusters Score -2892778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2892778.750000 Penalty: 3202.185547
	Iteration 42Q: 3 clusters Score -2892779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2892778.750000 Penalty: 3202.185547
	Iteration 43Q: 3 clusters Score -2892779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2892773.750000 Penalty: 3202.185547
	Iteration 44Q: 3 clusters Score -2892774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2892775.250000 Penalty: 3202.185547
	Iteration 45Q: 3 clusters Score -2892775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2892772.500000 Penalty: 3202.185547
	Iteration 46Q: 3 clusters Score -2892772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2892775.000000 Penalty: 3202.185547
	Iteration 47Q: 3 clusters Score -2892775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2892774.250000 Penalty: 3202.185547
	Iteration 48Q: 3 clusters Score -2892774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2892770.500000 Penalty: 3202.185547
	Iteration 49Q: 3 clusters Score -2892770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2892771.000000 Penalty: 3202.185547
	Iteration 50Q: 3 clusters Score -2892771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2892775.250000 Penalty: 3202.185547
	Iteration 51Q: 3 clusters Score -2892775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2892775.750000 Penalty: 3202.185547
	Iteration 52Q: 3 clusters Score -2892776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2892767.000000 Penalty: 3202.185547
	Iteration 53Q: 3 clusters Score -2892767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2892767.000000 Penalty: 3202.185547
	Iteration 54Q: 3 clusters Score -2892767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2892766.750000 Penalty: 3202.185547
	Iteration 55Q: 3 clusters Score -2892767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2892764.750000 Penalty: 3202.185547
	Iteration 56Q: 3 clusters Score -2892765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2892772.500000 Penalty: 3202.185547
	Iteration 57Q: 3 clusters Score -2892772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2892769.750000 Penalty: 3202.185547
	Iteration 58Q: 3 clusters Score -2892770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2892768.000000 Penalty: 3202.185547
	Iteration 59Q: 3 clusters Score -2892768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2892765.750000 Penalty: 3202.185547
	Iteration 60F: 3 clusters Score -2892766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2892763.250000 Penalty: 3202.185547
	Iteration 61Q: 3 clusters Score -2892763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2892770.250000 Penalty: 3202.185547
	Iteration 62Q: 3 clusters Score -2892770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2892767.000000 Penalty: 3202.185547
	Iteration 63Q: 3 clusters Score -2892767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2892767.500000 Penalty: 3202.185547
	Iteration 64Q: 3 clusters Score -2892768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2892768.500000 Penalty: 3202.185547
	Iteration 65Q: 3 clusters Score -2892768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2892762.750000 Penalty: 3202.185547
	Iteration 66Q: 3 clusters Score -2892763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2892761.750000 Penalty: 3202.185547
	Iteration 67Q: 3 clusters Score -2892762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2892763.250000 Penalty: 3202.185547
	Iteration 68Q: 3 clusters Score -2892763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2892759.000000 Penalty: 3202.185547
	Iteration 69Q: 3 clusters Score -2892759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2892760.250000 Penalty: 3202.185547
	Iteration 70Q: 3 clusters Score -2892760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2892753.500000 Penalty: 3202.185547
	Iteration 71Q: 3 clusters Score -2892754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2892754.750000 Penalty: 3202.185547
	Iteration 72Q: 3 clusters Score -2892755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2892754.750000 Penalty: 3202.185547
	Iteration 73Q: 3 clusters Score -2892755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2892754.750000 Penalty: 3202.185547
	Iteration 74Q: 3 clusters Score -2892755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2892757.250000 Penalty: 3202.185547
	Iteration 75Q: 3 clusters Score -2892757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2892748.250000 Penalty: 3202.185547
	Iteration 76Q: 3 clusters Score -2892748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2892749.500000 Penalty: 3202.185547
	Iteration 77Q: 3 clusters Score -2892750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2892749.750000 Penalty: 3202.185547
	Iteration 78Q: 3 clusters Score -2892750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2892748.500000 Penalty: 3202.185547
	Iteration 79Q: 3 clusters Score -2892748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2892744.250000 Penalty: 3202.185547
	Iteration 80F: 3 clusters Score -2892744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2892739.250000 Penalty: 3202.185547
	Iteration 81Q: 3 clusters Score -2892739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2892736.500000 Penalty: 3202.185547
	Iteration 82Q: 3 clusters Score -2892736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2892740.750000 Penalty: 3202.185547
	Iteration 83Q: 3 clusters Score -2892741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2892742.500000 Penalty: 3202.185547
	Iteration 84Q: 3 clusters Score -2892742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2892740.750000 Penalty: 3202.185547
	Iteration 85Q: 3 clusters Score -2892741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2892737.000000 Penalty: 3202.185547
	Iteration 86Q: 3 clusters Score -2892737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2892740.000000 Penalty: 3202.185547
	Iteration 87Q: 3 clusters Score -2892740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2892741.750000 Penalty: 3202.185547
	Iteration 88Q: 3 clusters Score -2892742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2892744.250000 Penalty: 3202.185547
	Iteration 89Q: 3 clusters Score -2892744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2892739.500000 Penalty: 3202.185547
	Iteration 90Q: 3 clusters Score -2892740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2892741.500000 Penalty: 3202.185547
	Iteration 91Q: 3 clusters Score -2892742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2892740.000000 Penalty: 3202.185547
	Iteration 92Q: 3 clusters Score -2892740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2892740.500000 Penalty: 3202.185547
	Iteration 93Q: 3 clusters Score -2892740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2892738.500000 Penalty: 3202.185547
	Iteration 94Q: 3 clusters Score -2892738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2892737.500000 Penalty: 3202.185547
	Iteration 95Q: 3 clusters Score -2892738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2892739.750000 Penalty: 3202.185547
	Iteration 96Q: 3 clusters Score -2892740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2892743.000000 Penalty: 3202.185547
	Iteration 97Q: 3 clusters Score -2892743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2892737.500000 Penalty: 3202.185547
	Iteration 98Q: 3 clusters Score -2892738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2892739.000000 Penalty: 3202.185547
	Iteration 99Q: 3 clusters Score -2892739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2892739.250000 Penalty: 3202.185547
	Iteration 100F: 3 clusters Score -2892739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2892739.750000 Penalty: 3202.185547
	Iteration 101Q: 3 clusters Score -2892740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2892739.500000 Penalty: 3202.185547
	Iteration 102Q: 3 clusters Score -2892740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2892739.250000 Penalty: 3202.185547
	Iteration 103Q: 3 clusters Score -2892739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2892742.750000 Penalty: 3202.185547
	Iteration 104Q: 3 clusters Score -2892743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2892743.500000 Penalty: 3202.185547
	Iteration 105Q: 3 clusters Score -2892744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2892742.000000 Penalty: 3202.185547
	Iteration 106Q: 3 clusters Score -2892742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2892740.000000 Penalty: 3202.185547
	Iteration 107Q: 3 clusters Score -2892740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2892736.500000 Penalty: 3202.185547
	Iteration 108Q: 3 clusters Score -2892736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2892735.750000 Penalty: 3202.185547
	Iteration 109Q: 3 clusters Score -2892736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2892737.250000 Penalty: 3202.185547
	Iteration 110Q: 3 clusters Score -2892737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2892737.250000 Penalty: 3202.185547
	Iteration 111F: 3 clusters Score -2892737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (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: -230553.734375 Penalty: 1211.109619
	Iteration 0F: 2 clusters Score -230553.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -228705.171875 Penalty: 2422.219238
	Iteration 0F: 3 clusters Score -228705.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -229171.343750 Penalty: 2422.219238
	Iteration 1F: 3 clusters Score -229171.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -229312.609375 Penalty: 2422.219238
	Iteration 2F: 3 clusters Score -229312.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -229432.031250 Penalty: 2422.219238
	Iteration 3Q: 3 clusters Score -229432 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -229563.015625 Penalty: 2422.219238
	Iteration 4F: 3 clusters Score -229563 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -229695.578125 Penalty: 2422.219238
	Iteration 5F: 3 clusters Score -229695.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -229814.656250 Penalty: 2422.219238
	Iteration 6Q: 3 clusters Score -229814.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -229899.531250 Penalty: 2422.219238
	Iteration 7Q: 3 clusters Score -229899.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -229955.062500 Penalty: 2422.219238
	Iteration 8Q: 3 clusters Score -229955.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -229998.640625 Penalty: 2422.219238
	Iteration 9Q: 3 clusters Score -229998.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -230041.000000 Penalty: 2422.219238
	Iteration 10Q: 3 clusters Score -230041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -230076.125000 Penalty: 2422.219238
	Iteration 11Q: 3 clusters Score -230076.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -230110.703125 Penalty: 2422.219238
	Iteration 12Q: 3 clusters Score -230110.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -230136.921875 Penalty: 2422.219238
	Iteration 13Q: 3 clusters Score -230136.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -230158.796875 Penalty: 2422.219238
	Iteration 14Q: 3 clusters Score -230158.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -230165.578125 Penalty: 2422.219238
	Iteration 15Q: 3 clusters Score -230165.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -230177.171875 Penalty: 2422.219238
	Iteration 16Q: 3 clusters Score -230177.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -230185.531250 Penalty: 2422.219238
	Iteration 17Q: 3 clusters Score -230185.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -230195.593750 Penalty: 2422.219238
	Iteration 18Q: 3 clusters Score -230195.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -230201.109375 Penalty: 2422.219238
	Iteration 19Q: 3 clusters Score -230201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -230203.281250 Penalty: 2422.219238
	Iteration 20F: 3 clusters Score -230203.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -230206.203125 Penalty: 2422.219238
	Iteration 21Q: 3 clusters Score -230206.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -230209.312500 Penalty: 2422.219238
	Iteration 22Q: 3 clusters Score -230209.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -230213.187500 Penalty: 2422.219238
	Iteration 23Q: 3 clusters Score -230213.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -230215.171875 Penalty: 2422.219238
	Iteration 24Q: 3 clusters Score -230215.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -230216.562500 Penalty: 2422.219238
	Iteration 25Q: 3 clusters Score -230216.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -230217.125000 Penalty: 2422.219238
	Iteration 26Q: 3 clusters Score -230217.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -230217.828125 Penalty: 2422.219238
	Iteration 27Q: 3 clusters Score -230217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -230220.593750 Penalty: 2422.219238
	Iteration 28Q: 3 clusters Score -230220.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -230222.078125 Penalty: 2422.219238
	Iteration 29Q: 3 clusters Score -230222.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -230223.437500 Penalty: 2422.219238
	Iteration 30Q: 3 clusters Score -230223.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -230225.453125 Penalty: 2422.219238
	Iteration 31Q: 3 clusters Score -230225.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -230225.453125 Penalty: 2422.219238
	Iteration 32F: 3 clusters Score -230225.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -588201.750000 Penalty: 1365.253174
	Iteration 0F: 2 clusters Score -588201.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -584588.875000 Penalty: 2730.506348
	Iteration 0F: 3 clusters Score -584588.9 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -585541.125000 Penalty: 2730.506348
	Iteration 1F: 3 clusters Score -585541.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -585732.875000 Penalty: 2730.506348
	Iteration 2F: 3 clusters Score -585732.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -585839.500000 Penalty: 2730.506348
	Iteration 3F: 3 clusters Score -585839.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -585926.250000 Penalty: 2730.506348
	Iteration 4Q: 3 clusters Score -585926.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -586006.562500 Penalty: 2730.506348
	Iteration 5Q: 3 clusters Score -586006.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -586072.625000 Penalty: 2730.506348
	Iteration 6Q: 3 clusters Score -586072.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -586133.875000 Penalty: 2730.506348
	Iteration 7Q: 3 clusters Score -586133.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -586191.750000 Penalty: 2730.506348
	Iteration 8Q: 3 clusters Score -586191.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -586239.312500 Penalty: 2730.506348
	Iteration 9Q: 3 clusters Score -586239.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -586302.687500 Penalty: 2730.506348
	Iteration 10Q: 3 clusters Score -586302.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -586373.000000 Penalty: 2730.506348
	Iteration 11Q: 3 clusters Score -586373 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -586438.812500 Penalty: 2730.506348
	Iteration 12Q: 3 clusters Score -586438.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -586508.312500 Penalty: 2730.506348
	Iteration 13Q: 3 clusters Score -586508.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -586593.375000 Penalty: 2730.506348
	Iteration 14Q: 3 clusters Score -586593.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -586673.250000 Penalty: 2730.506348
	Iteration 15Q: 3 clusters Score -586673.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -586752.250000 Penalty: 2730.506348
	Iteration 16Q: 3 clusters Score -586752.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -586823.812500 Penalty: 2730.506348
	Iteration 17Q: 3 clusters Score -586823.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -586875.000000 Penalty: 2730.506348
	Iteration 18Q: 3 clusters Score -586875 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -586929.000000 Penalty: 2730.506348
	Iteration 19Q: 3 clusters Score -586929 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -586982.937500 Penalty: 2730.506348
	Iteration 20F: 3 clusters Score -586982.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -587024.625000 Penalty: 2730.506348
	Iteration 21Q: 3 clusters Score -587024.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -587065.875000 Penalty: 2730.506348
	Iteration 22Q: 3 clusters Score -587065.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -587104.937500 Penalty: 2730.506348
	Iteration 23Q: 3 clusters Score -587104.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -587139.437500 Penalty: 2730.506348
	Iteration 24Q: 3 clusters Score -587139.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -587172.687500 Penalty: 2730.506348
	Iteration 25Q: 3 clusters Score -587172.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -587205.000000 Penalty: 2730.506348
	Iteration 26Q: 3 clusters Score -587205 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -587229.062500 Penalty: 2730.506348
	Iteration 27Q: 3 clusters Score -587229.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -587245.750000 Penalty: 2730.506348
	Iteration 28Q: 3 clusters Score -587245.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -587263.562500 Penalty: 2730.506348
	Iteration 29Q: 3 clusters Score -587263.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -587277.000000 Penalty: 2730.506348
	Iteration 30Q: 3 clusters Score -587277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -587285.250000 Penalty: 2730.506348
	Iteration 31Q: 3 clusters Score -587285.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -587290.687500 Penalty: 2730.506348
	Iteration 32Q: 3 clusters Score -587290.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -587295.375000 Penalty: 2730.506348
	Iteration 33Q: 3 clusters Score -587295.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -587303.000000 Penalty: 2730.506348
	Iteration 34Q: 3 clusters Score -587303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -587309.812500 Penalty: 2730.506348
	Iteration 35Q: 3 clusters Score -587309.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -587313.687500 Penalty: 2730.506348
	Iteration 36Q: 3 clusters Score -587313.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -587317.187500 Penalty: 2730.506348
	Iteration 37Q: 3 clusters Score -587317.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -587324.312500 Penalty: 2730.506348
	Iteration 38Q: 3 clusters Score -587324.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -587329.937500 Penalty: 2730.506348
	Iteration 39Q: 3 clusters Score -587329.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -587333.375000 Penalty: 2730.506348
	Iteration 40F: 3 clusters Score -587333.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -587336.812500 Penalty: 2730.506348
	Iteration 41Q: 3 clusters Score -587336.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -587338.625000 Penalty: 2730.506348
	Iteration 42Q: 3 clusters Score -587338.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -587340.875000 Penalty: 2730.506348
	Iteration 43Q: 3 clusters Score -587340.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -587341.000000 Penalty: 2730.506348
	Iteration 44Q: 3 clusters Score -587341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -587341.062500 Penalty: 2730.506348
	Iteration 45Q: 3 clusters Score -587341.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -587341.937500 Penalty: 2730.506348
	Iteration 46Q: 3 clusters Score -587341.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -587341.875000 Penalty: 2730.506348
	Iteration 47Q: 3 clusters Score -587341.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -587340.812500 Penalty: 2730.506348
	Iteration 48Q: 3 clusters Score -587340.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -587340.812500 Penalty: 2730.506348
	Iteration 49F: 3 clusters Score -587340.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (14019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Entering Unmasked Estep 
Score: -2120771.250000 Penalty: 1551.577515
	Iteration 0F: 2 clusters Score -2120771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2111282.250000 Penalty: 3103.155029
	Iteration 0F: 3 clusters Score -2111282 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2114578.500000 Penalty: 3103.155029
	Iteration 1F: 3 clusters Score -2114578 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2114935.750000 Penalty: 3103.155029
	Iteration 2F: 3 clusters Score -2114936 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2115276.500000 Penalty: 3103.155029
	Iteration 3F: 3 clusters Score -2115276 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2115586.500000 Penalty: 3103.155029
	Iteration 4F: 3 clusters Score -2115586 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2115876.500000 Penalty: 3103.155029
	Iteration 5Q: 3 clusters Score -2115876 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2116131.750000 Penalty: 3103.155029
	Iteration 6Q: 3 clusters Score -2116132 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2116386.750000 Penalty: 3103.155029
	Iteration 7Q: 3 clusters Score -2116387 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2116646.250000 Penalty: 3103.155029
	Iteration 8Q: 3 clusters Score -2116646 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2116922.500000 Penalty: 3103.155029
	Iteration 9Q: 3 clusters Score -2116922 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2117227.750000 Penalty: 3103.155029
	Iteration 10Q: 3 clusters Score -2117228 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2117569.000000 Penalty: 3103.155029
	Iteration 11Q: 3 clusters Score -2117569 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2117888.000000 Penalty: 3103.155029
	Iteration 12Q: 3 clusters Score -2117888 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2118177.750000 Penalty: 3103.155029
	Iteration 13Q: 3 clusters Score -2118178 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2118449.250000 Penalty: 3103.155029
	Iteration 14Q: 3 clusters Score -2118449 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2118673.250000 Penalty: 3103.155029
	Iteration 15Q: 3 clusters Score -2118673 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2118861.500000 Penalty: 3103.155029
	Iteration 16Q: 3 clusters Score -2118862 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2119030.000000 Penalty: 3103.155029
	Iteration 17Q: 3 clusters Score -2119030 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2119143.500000 Penalty: 3103.155029
	Iteration 18Q: 3 clusters Score -2119144 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2119247.500000 Penalty: 3103.155029
	Iteration 19Q: 3 clusters Score -2119248 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2119303.750000 Penalty: 3103.155029
	Iteration 20F: 3 clusters Score -2119304 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2119344.750000 Penalty: 3103.155029
	Iteration 21Q: 3 clusters Score -2119345 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2119373.750000 Penalty: 3103.155029
	Iteration 22Q: 3 clusters Score -2119374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2119384.500000 Penalty: 3103.155029
	Iteration 23Q: 3 clusters Score -2119384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2119405.000000 Penalty: 3103.155029
	Iteration 24Q: 3 clusters Score -2119405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2119423.250000 Penalty: 3103.155029
	Iteration 25Q: 3 clusters Score -2119423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2119433.500000 Penalty: 3103.155029
	Iteration 26Q: 3 clusters Score -2119434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2119444.750000 Penalty: 3103.155029
	Iteration 27Q: 3 clusters Score -2119445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2119452.250000 Penalty: 3103.155029
	Iteration 28Q: 3 clusters Score -2119452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2119457.000000 Penalty: 3103.155029
	Iteration 29Q: 3 clusters Score -2119457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2119463.750000 Penalty: 3103.155029
	Iteration 30Q: 3 clusters Score -2119464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2119474.250000 Penalty: 3103.155029
	Iteration 31Q: 3 clusters Score -2119474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2119477.250000 Penalty: 3103.155029
	Iteration 32Q: 3 clusters Score -2119477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2119479.500000 Penalty: 3103.155029
	Iteration 33Q: 3 clusters Score -2119480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2119485.750000 Penalty: 3103.155029
	Iteration 34Q: 3 clusters Score -2119486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2119492.750000 Penalty: 3103.155029
	Iteration 35Q: 3 clusters Score -2119493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2119494.500000 Penalty: 3103.155029
	Iteration 36Q: 3 clusters Score -2119494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2119493.250000 Penalty: 3103.155029
	Iteration 37Q: 3 clusters Score -2119493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2119493.000000 Penalty: 3103.155029
	Iteration 38Q: 3 clusters Score -2119493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2119495.250000 Penalty: 3103.155029
	Iteration 39Q: 3 clusters Score -2119495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2119495.250000 Penalty: 3103.155029
	Iteration 40F: 3 clusters Score -2119495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -191005.734375 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -191005.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -189177.187500 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -189177.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -189617.015625 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -189617 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -189736.734375 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -189736.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -189807.609375 Penalty: 2388.081787
	Iteration 3F: 3 clusters Score -189807.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -189862.546875 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -189862.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -189897.140625 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -189897.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -189924.531250 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -189924.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -189943.812500 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -189943.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -189971.140625 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -189971.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -190007.468750 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -190007.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -190054.468750 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -190054.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -190111.578125 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -190111.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -190162.515625 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -190162.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -190222.125000 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -190222.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -190277.609375 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -190277.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -190321.921875 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -190321.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -190353.593750 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -190353.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -190383.187500 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -190383.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -190412.171875 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -190412.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -190434.046875 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -190434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -190450.906250 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -190450.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -190457.578125 Penalty: 2388.081787
	Iteration 21Q: 3 clusters Score -190457.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -190463.687500 Penalty: 2388.081787
	Iteration 22Q: 3 clusters Score -190463.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -190465.937500 Penalty: 2388.081787
	Iteration 23Q: 3 clusters Score -190465.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -190466.562500 Penalty: 2388.081787
	Iteration 24Q: 3 clusters Score -190466.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -190466.562500 Penalty: 2388.081787
	Iteration 25F: 3 clusters Score -190466.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Entering Unmasked Estep 
Score: -315828.031250 Penalty: 1256.296143
	Iteration 0F: 2 clusters Score -315828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -313580.781250 Penalty: 2512.592285
	Iteration 0F: 3 clusters Score -313580.8 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -314094.000000 Penalty: 2512.592285
	Iteration 1F: 3 clusters Score -314094 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -314188.125000 Penalty: 2512.592285
	Iteration 2F: 3 clusters Score -314188.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -314261.062500 Penalty: 2512.592285
	Iteration 3Q: 3 clusters Score -314261.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -314321.468750 Penalty: 2512.592285
	Iteration 4Q: 3 clusters Score -314321.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -314380.625000 Penalty: 2512.592285
	Iteration 5Q: 3 clusters Score -314380.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -314431.000000 Penalty: 2512.592285
	Iteration 6Q: 3 clusters Score -314431 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -314489.406250 Penalty: 2512.592285
	Iteration 7Q: 3 clusters Score -314489.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -314556.906250 Penalty: 2512.592285
	Iteration 8Q: 3 clusters Score -314556.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -314619.937500 Penalty: 2512.592285
	Iteration 9Q: 3 clusters Score -314619.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -314670.562500 Penalty: 2512.592285
	Iteration 10Q: 3 clusters Score -314670.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -314709.500000 Penalty: 2512.592285
	Iteration 11Q: 3 clusters Score -314709.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -314746.250000 Penalty: 2512.592285
	Iteration 12Q: 3 clusters Score -314746.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -314779.906250 Penalty: 2512.592285
	Iteration 13Q: 3 clusters Score -314779.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -314812.750000 Penalty: 2512.592285
	Iteration 14Q: 3 clusters Score -314812.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -314853.187500 Penalty: 2512.592285
	Iteration 15Q: 3 clusters Score -314853.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -314880.750000 Penalty: 2512.592285
	Iteration 16Q: 3 clusters Score -314880.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -314908.406250 Penalty: 2512.592285
	Iteration 17Q: 3 clusters Score -314908.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -314940.093750 Penalty: 2512.592285
	Iteration 18Q: 3 clusters Score -314940.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -314966.968750 Penalty: 2512.592285
	Iteration 19Q: 3 clusters Score -314967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -314991.156250 Penalty: 2512.592285
	Iteration 20F: 3 clusters Score -314991.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -315029.218750 Penalty: 2512.592285
	Iteration 21Q: 3 clusters Score -315029.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -315064.562500 Penalty: 2512.592285
	Iteration 22Q: 3 clusters Score -315064.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -315099.156250 Penalty: 2512.592285
	Iteration 23Q: 3 clusters Score -315099.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -315124.593750 Penalty: 2512.592285
	Iteration 24Q: 3 clusters Score -315124.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -315137.562500 Penalty: 2512.592285
	Iteration 25Q: 3 clusters Score -315137.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -315158.937500 Penalty: 2512.592285
	Iteration 26Q: 3 clusters Score -315158.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -315176.250000 Penalty: 2512.592285
	Iteration 27Q: 3 clusters Score -315176.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -315187.718750 Penalty: 2512.592285
	Iteration 28Q: 3 clusters Score -315187.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -315189.531250 Penalty: 2512.592285
	Iteration 29Q: 3 clusters Score -315189.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -315189.843750 Penalty: 2512.592285
	Iteration 30Q: 3 clusters Score -315189.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -315190.250000 Penalty: 2512.592285
	Iteration 31Q: 3 clusters Score -315190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -315190.843750 Penalty: 2512.592285
	Iteration 32Q: 3 clusters Score -315190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -315191.531250 Penalty: 2512.592285
	Iteration 33Q: 3 clusters Score -315191.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -315191.531250 Penalty: 2512.592285
	Iteration 34F: 3 clusters Score -315191.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -93972.898438 Penalty: 1087.665039
	Iteration 0F: 2 clusters Score -93972.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -92708.648438 Penalty: 2175.330078
	Iteration 0F: 3 clusters Score -92708.65 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -93053.828125 Penalty: 2175.330078
	Iteration 1F: 3 clusters Score -93053.83 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -93226.453125 Penalty: 2175.330078
	Iteration 2F: 3 clusters Score -93226.45 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -93329.710938 Penalty: 2175.330078
	Iteration 3F: 3 clusters Score -93329.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -93387.140625 Penalty: 2175.330078
	Iteration 4Q: 3 clusters Score -93387.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -93445.531250 Penalty: 2175.330078
	Iteration 5Q: 3 clusters Score -93445.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -93489.656250 Penalty: 2175.330078
	Iteration 6Q: 3 clusters Score -93489.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -93535.625000 Penalty: 2175.330078
	Iteration 7Q: 3 clusters Score -93535.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -93568.031250 Penalty: 2175.330078
	Iteration 8Q: 3 clusters Score -93568.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -93632.367188 Penalty: 2175.330078
	Iteration 9Q: 3 clusters Score -93632.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -93677.203125 Penalty: 2175.330078
	Iteration 10Q: 3 clusters Score -93677.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -93733.679688 Penalty: 2175.330078
	Iteration 11Q: 3 clusters Score -93733.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -93768.328125 Penalty: 2175.330078
	Iteration 12Q: 3 clusters Score -93768.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -93802.710938 Penalty: 2175.330078
	Iteration 13Q: 3 clusters Score -93802.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -93834.125000 Penalty: 2175.330078
	Iteration 14Q: 3 clusters Score -93834.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -93884.476562 Penalty: 2175.330078
	Iteration 15Q: 3 clusters Score -93884.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -93916.976562 Penalty: 2175.330078
	Iteration 16Q: 3 clusters Score -93916.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -93933.804688 Penalty: 2175.330078
	Iteration 17Q: 3 clusters Score -93933.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -93952.296875 Penalty: 2175.330078
	Iteration 18Q: 3 clusters Score -93952.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -93966.304688 Penalty: 2175.330078
	Iteration 19Q: 3 clusters Score -93966.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -94001.320312 Penalty: 2175.330078
	Iteration 20F: 3 clusters Score -94001.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -94061.523438 Penalty: 2175.330078
	Iteration 21Q: 3 clusters Score -94061.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -94080.484375 Penalty: 2175.330078
	Iteration 22Q: 3 clusters Score -94080.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -94094.273438 Penalty: 2175.330078
	Iteration 23Q: 3 clusters Score -94094.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -94106.312500 Penalty: 2175.330078
	Iteration 24Q: 3 clusters Score -94106.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -94124.007812 Penalty: 2175.330078
	Iteration 25Q: 3 clusters Score -94124.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -94139.515625 Penalty: 2175.330078
	Iteration 26Q: 3 clusters Score -94139.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -94149.906250 Penalty: 2175.330078
	Iteration 27Q: 3 clusters Score -94149.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -94161.359375 Penalty: 2175.330078
	Iteration 28Q: 3 clusters Score -94161.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -94168.210938 Penalty: 2175.330078
	Iteration 29Q: 3 clusters Score -94168.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -94170.796875 Penalty: 2175.330078
	Iteration 30Q: 3 clusters Score -94170.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -94174.742188 Penalty: 2175.330078
	Iteration 31Q: 3 clusters Score -94174.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -94176.460938 Penalty: 2175.330078
	Iteration 32Q: 3 clusters Score -94176.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -94179.031250 Penalty: 2175.330078
	Iteration 33Q: 3 clusters Score -94179.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -94181.375000 Penalty: 2175.330078
	Iteration 34Q: 3 clusters Score -94181.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94183.351562 Penalty: 2175.330078
	Iteration 35Q: 3 clusters Score -94183.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94183.351562 Penalty: 2175.330078
	Iteration 36F: 3 clusters Score -94183.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 14477 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8278 members 
Mstep: Class 13 contains 4118 members 
Mstep: Class 14 contains 1050 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26845 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14120 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9468 members 
Mstep: Class 29 contains 14788 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 14060 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6924 members 
Mstep: Class 37 contains 9629 members 
Mstep: Class 38 contains 20418 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28979 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14670 members 
Mstep: Class 46 contains 14263 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20298 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13228 members 
Mstep: Class 56 contains 11840 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6706 members 
Mstep: Class 62 contains 19013 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14019 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 412 members 
Mstep: Class 69 contains 8757 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20756 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16315 members 
Mstep: Class 77 contains 11960 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4121 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12459 members 
Mstep: Class 84 contains 3726 members 
Mstep: Class 85 contains 19162 members 
Mstep: Class 86 contains 395 members 
Entering Unmasked Estep 
Score: -85931904.000000 Penalty: 185964.312500
Splitting cluster 68 changes total score from -85932704.000000 to -85931904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (8757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Entering Unmasked Estep 
Score: -1329643.750000 Penalty: 1475.111450
	Iteration 0F: 2 clusters Score -1329644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1323304.375000 Penalty: 2950.222900
	Iteration 0F: 3 clusters Score -1323304 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1325277.375000 Penalty: 2950.222900
	Iteration 1F: 3 clusters Score -1325277 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1325529.875000 Penalty: 2950.222900
	Iteration 2F: 3 clusters Score -1325530 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1325741.875000 Penalty: 2950.222900
	Iteration 3F: 3 clusters Score -1325742 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1325949.750000 Penalty: 2950.222900
	Iteration 4Q: 3 clusters Score -1325950 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1326145.000000 Penalty: 2950.222900
	Iteration 5Q: 3 clusters Score -1326145 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1326372.375000 Penalty: 2950.222900
	Iteration 6Q: 3 clusters Score -1326372 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1326603.500000 Penalty: 2950.222900
	Iteration 7F: 3 clusters Score -1326604 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1326814.250000 Penalty: 2950.222900
	Iteration 8Q: 3 clusters Score -1326814 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1327013.875000 Penalty: 2950.222900
	Iteration 9Q: 3 clusters Score -1327014 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1327239.875000 Penalty: 2950.222900
	Iteration 10Q: 3 clusters Score -1327240 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1327446.625000 Penalty: 2950.222900
	Iteration 11Q: 3 clusters Score -1327447 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1327597.625000 Penalty: 2950.222900
	Iteration 12Q: 3 clusters Score -1327598 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1327737.375000 Penalty: 2950.222900
	Iteration 13Q: 3 clusters Score -1327737 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1327864.375000 Penalty: 2950.222900
	Iteration 14Q: 3 clusters Score -1327864 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1327977.750000 Penalty: 2950.222900
	Iteration 15Q: 3 clusters Score -1327978 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1328068.625000 Penalty: 2950.222900
	Iteration 16Q: 3 clusters Score -1328069 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1328127.125000 Penalty: 2950.222900
	Iteration 17Q: 3 clusters Score -1328127 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1328182.375000 Penalty: 2950.222900
	Iteration 18Q: 3 clusters Score -1328182 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1328233.875000 Penalty: 2950.222900
	Iteration 19Q: 3 clusters Score -1328234 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1328275.625000 Penalty: 2950.222900
	Iteration 20F: 3 clusters Score -1328276 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1328316.250000 Penalty: 2950.222900
	Iteration 21Q: 3 clusters Score -1328316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1328338.125000 Penalty: 2950.222900
	Iteration 22Q: 3 clusters Score -1328338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1328352.875000 Penalty: 2950.222900
	Iteration 23Q: 3 clusters Score -1328353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1328365.875000 Penalty: 2950.222900
	Iteration 24Q: 3 clusters Score -1328366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1328372.375000 Penalty: 2950.222900
	Iteration 25Q: 3 clusters Score -1328372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1328376.750000 Penalty: 2950.222900
	Iteration 26Q: 3 clusters Score -1328377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1328380.500000 Penalty: 2950.222900
	Iteration 27Q: 3 clusters Score -1328380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1328382.000000 Penalty: 2950.222900
	Iteration 28Q: 3 clusters Score -1328382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1328382.500000 Penalty: 2950.222900
	Iteration 29Q: 3 clusters Score -1328382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1328384.125000 Penalty: 2950.222900
	Iteration 30Q: 3 clusters Score -1328384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1328387.125000 Penalty: 2950.222900
	Iteration 31Q: 3 clusters Score -1328387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1328389.625000 Penalty: 2950.222900
	Iteration 32Q: 3 clusters Score -1328390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1328391.000000 Penalty: 2950.222900
	Iteration 33Q: 3 clusters Score -1328391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1328397.500000 Penalty: 2950.222900
	Iteration 34Q: 3 clusters Score -1328398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1328399.250000 Penalty: 2950.222900
	Iteration 35Q: 3 clusters Score -1328399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1328401.625000 Penalty: 2950.222900
	Iteration 36Q: 3 clusters Score -1328402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1328402.250000 Penalty: 2950.222900
	Iteration 37Q: 3 clusters Score -1328402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1328402.250000 Penalty: 2950.222900
	Iteration 38F: 3 clusters Score -1328402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -115237.765625 Penalty: 1083.380493
	Iteration 0F: 2 clusters Score -115237.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -113941.273438 Penalty: 2166.760986
	Iteration 0F: 3 clusters Score -113941.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -114145.007812 Penalty: 2166.760986
	Iteration 1F: 3 clusters Score -114145 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -114209.328125 Penalty: 2166.760986
	Iteration 2F: 3 clusters Score -114209.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -114252.343750 Penalty: 2166.760986
	Iteration 3Q: 3 clusters Score -114252.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114272.882812 Penalty: 2166.760986
	Iteration 4Q: 3 clusters Score -114272.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -114282.664062 Penalty: 2166.760986
	Iteration 5Q: 3 clusters Score -114282.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -114296.632812 Penalty: 2166.760986
	Iteration 6Q: 3 clusters Score -114296.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -114309.914062 Penalty: 2166.760986
	Iteration 7Q: 3 clusters Score -114309.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -114313.984375 Penalty: 2166.760986
	Iteration 8Q: 3 clusters Score -114314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -114316.078125 Penalty: 2166.760986
	Iteration 9Q: 3 clusters Score -114316.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -114317.500000 Penalty: 2166.760986
	Iteration 10Q: 3 clusters Score -114317.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -114317.500000 Penalty: 2166.760986
	Iteration 11F: 3 clusters Score -114317.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -116703.867188 Penalty: 1114.003906
	Iteration 0F: 2 clusters Score -116703.9 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 497 members 
Entering Unmasked Estep 
Score: -115320.523438 Penalty: 2228.007812
	Iteration 0F: 3 clusters Score -115320.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -115621.585938 Penalty: 2228.007812
	Iteration 1F: 3 clusters Score -115621.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -115729.460938 Penalty: 2228.007812
	Iteration 2F: 3 clusters Score -115729.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -115801.023438 Penalty: 2228.007812
	Iteration 3F: 3 clusters Score -115801 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -115861.601562 Penalty: 2228.007812
	Iteration 4Q: 3 clusters Score -115861.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -115896.171875 Penalty: 2228.007812
	Iteration 5Q: 3 clusters Score -115896.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -115945.781250 Penalty: 2228.007812
	Iteration 6Q: 3 clusters Score -115945.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -116022.992188 Penalty: 2228.007812
	Iteration 7Q: 3 clusters Score -116023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -116092.546875 Penalty: 2228.007812
	Iteration 8Q: 3 clusters Score -116092.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -116159.742188 Penalty: 2228.007812
	Iteration 9Q: 3 clusters Score -116159.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -116230.250000 Penalty: 2228.007812
	Iteration 10Q: 3 clusters Score -116230.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -116302.781250 Penalty: 2228.007812
	Iteration 11Q: 3 clusters Score -116302.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -116366.765625 Penalty: 2228.007812
	Iteration 12Q: 3 clusters Score -116366.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -116395.585938 Penalty: 2228.007812
	Iteration 13Q: 3 clusters Score -116395.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -116420.164062 Penalty: 2228.007812
	Iteration 14Q: 3 clusters Score -116420.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -116438.921875 Penalty: 2228.007812
	Iteration 15Q: 3 clusters Score -116438.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -116443.179688 Penalty: 2228.007812
	Iteration 16Q: 3 clusters Score -116443.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -116472.179688 Penalty: 2228.007812
	Iteration 17F: 3 clusters Score -116472.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -116513.929688 Penalty: 2228.007812
	Iteration 18Q: 3 clusters Score -116513.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -116544.140625 Penalty: 2228.007812
	Iteration 19Q: 3 clusters Score -116544.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -116565.031250 Penalty: 2228.007812
	Iteration 20F: 3 clusters Score -116565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -116579.921875 Penalty: 2228.007812
	Iteration 21Q: 3 clusters Score -116579.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -116591.445312 Penalty: 2228.007812
	Iteration 22Q: 3 clusters Score -116591.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -116604.382812 Penalty: 2228.007812
	Iteration 23Q: 3 clusters Score -116604.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -116612.437500 Penalty: 2228.007812
	Iteration 24Q: 3 clusters Score -116612.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -116614.367188 Penalty: 2228.007812
	Iteration 25Q: 3 clusters Score -116614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -116616.210938 Penalty: 2228.007812
	Iteration 26Q: 3 clusters Score -116616.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -116616.210938 Penalty: 2228.007812
	Iteration 27F: 3 clusters Score -116616.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (20756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Entering Unmasked Estep 
Score: -3157672.500000 Penalty: 1615.346069
	Iteration 0F: 2 clusters Score -3157672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -3144415.750000 Penalty: 3230.692139
	Iteration 0F: 3 clusters Score -3144416 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -3149501.250000 Penalty: 3230.692139
	Iteration 1F: 3 clusters Score -3149501 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3149804.500000 Penalty: 3230.692139
	Iteration 2Q: 3 clusters Score -3149804 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -3150067.750000 Penalty: 3230.692139
	Iteration 3Q: 3 clusters Score -3150068 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -3150343.250000 Penalty: 3230.692139
	Iteration 4Q: 3 clusters Score -3150343 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -3150594.000000 Penalty: 3230.692139
	Iteration 5Q: 3 clusters Score -3150594 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -3150861.750000 Penalty: 3230.692139
	Iteration 6Q: 3 clusters Score -3150862 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -3151178.500000 Penalty: 3230.692139
	Iteration 7Q: 3 clusters Score -3151178 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -3151484.250000 Penalty: 3230.692139
	Iteration 8Q: 3 clusters Score -3151484 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -3151881.000000 Penalty: 3230.692139
	Iteration 9Q: 3 clusters Score -3151881 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -3152338.000000 Penalty: 3230.692139
	Iteration 10Q: 3 clusters Score -3152338 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -3152934.250000 Penalty: 3230.692139
	Iteration 11Q: 3 clusters Score -3152934 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -3153542.000000 Penalty: 3230.692139
	Iteration 12Q: 3 clusters Score -3153542 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -3153962.500000 Penalty: 3230.692139
	Iteration 13Q: 3 clusters Score -3153962 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -3154164.750000 Penalty: 3230.692139
	Iteration 14Q: 3 clusters Score -3154165 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -3154289.250000 Penalty: 3230.692139
	Iteration 15Q: 3 clusters Score -3154289 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -3154356.750000 Penalty: 3230.692139
	Iteration 16Q: 3 clusters Score -3154357 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -3154410.000000 Penalty: 3230.692139
	Iteration 17Q: 3 clusters Score -3154410 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -3154445.750000 Penalty: 3230.692139
	Iteration 18Q: 3 clusters Score -3154446 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -3154473.500000 Penalty: 3230.692139
	Iteration 19Q: 3 clusters Score -3154474 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -3154510.750000 Penalty: 3230.692139
	Iteration 20F: 3 clusters Score -3154511 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -3154512.500000 Penalty: 3230.692139
	Iteration 21Q: 3 clusters Score -3154512 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -3154536.250000 Penalty: 3230.692139
	Iteration 22Q: 3 clusters Score -3154536 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -3154559.500000 Penalty: 3230.692139
	Iteration 23Q: 3 clusters Score -3154560 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -3154571.500000 Penalty: 3230.692139
	Iteration 24Q: 3 clusters Score -3154572 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -3154595.250000 Penalty: 3230.692139
	Iteration 25Q: 3 clusters Score -3154595 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -3154626.500000 Penalty: 3230.692139
	Iteration 26Q: 3 clusters Score -3154626 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -3154653.250000 Penalty: 3230.692139
	Iteration 27Q: 3 clusters Score -3154653 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -3154671.750000 Penalty: 3230.692139
	Iteration 28Q: 3 clusters Score -3154672 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -3154701.500000 Penalty: 3230.692139
	Iteration 29Q: 3 clusters Score -3154702 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -3154740.250000 Penalty: 3230.692139
	Iteration 30Q: 3 clusters Score -3154740 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -3154756.250000 Penalty: 3230.692139
	Iteration 31Q: 3 clusters Score -3154756 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -3154809.500000 Penalty: 3230.692139
	Iteration 32Q: 3 clusters Score -3154810 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -3154865.500000 Penalty: 3230.692139
	Iteration 33Q: 3 clusters Score -3154866 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -3154952.750000 Penalty: 3230.692139
	Iteration 34Q: 3 clusters Score -3154953 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -3155061.250000 Penalty: 3230.692139
	Iteration 35Q: 3 clusters Score -3155061 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -3155202.250000 Penalty: 3230.692139
	Iteration 36Q: 3 clusters Score -3155202 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -3155325.500000 Penalty: 3230.692139
	Iteration 37Q: 3 clusters Score -3155326 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -3155480.500000 Penalty: 3230.692139
	Iteration 38Q: 3 clusters Score -3155480 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -3155639.250000 Penalty: 3230.692139
	Iteration 39Q: 3 clusters Score -3155639 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3155836.750000 Penalty: 3230.692139
	Iteration 40F: 3 clusters Score -3155837 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3156053.250000 Penalty: 3230.692139
	Iteration 41Q: 3 clusters Score -3156053 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3156246.500000 Penalty: 3230.692139
	Iteration 42Q: 3 clusters Score -3156246 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -3156397.000000 Penalty: 3230.692139
	Iteration 43Q: 3 clusters Score -3156397 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3156516.500000 Penalty: 3230.692139
	Iteration 44Q: 3 clusters Score -3156516 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3156595.250000 Penalty: 3230.692139
	Iteration 45Q: 3 clusters Score -3156595 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -3156657.250000 Penalty: 3230.692139
	Iteration 46Q: 3 clusters Score -3156657 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -3156695.500000 Penalty: 3230.692139
	Iteration 47Q: 3 clusters Score -3156696 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -3156730.500000 Penalty: 3230.692139
	Iteration 48Q: 3 clusters Score -3156730 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3156746.000000 Penalty: 3230.692139
	Iteration 49Q: 3 clusters Score -3156746 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -3156752.000000 Penalty: 3230.692139
	Iteration 50Q: 3 clusters Score -3156752 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3156759.750000 Penalty: 3230.692139
	Iteration 51Q: 3 clusters Score -3156760 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3156771.750000 Penalty: 3230.692139
	Iteration 52Q: 3 clusters Score -3156772 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -3156763.250000 Penalty: 3230.692139
	Iteration 53Q: 3 clusters Score -3156763 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3156762.250000 Penalty: 3230.692139
	Iteration 54Q: 3 clusters Score -3156762 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3156749.000000 Penalty: 3230.692139
	Iteration 55Q: 3 clusters Score -3156749 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -3156746.750000 Penalty: 3230.692139
	Iteration 56Q: 3 clusters Score -3156747 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -3156752.500000 Penalty: 3230.692139
	Iteration 57Q: 3 clusters Score -3156752 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -3156746.250000 Penalty: 3230.692139
	Iteration 58Q: 3 clusters Score -3156746 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -3156756.750000 Penalty: 3230.692139
	Iteration 59Q: 3 clusters Score -3156757 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3156753.250000 Penalty: 3230.692139
	Iteration 60F: 3 clusters Score -3156753 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -3156759.250000 Penalty: 3230.692139
	Iteration 61Q: 3 clusters Score -3156759 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -3156749.500000 Penalty: 3230.692139
	Iteration 62Q: 3 clusters Score -3156750 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3156758.500000 Penalty: 3230.692139
	Iteration 63Q: 3 clusters Score -3156758 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3156754.000000 Penalty: 3230.692139
	Iteration 64Q: 3 clusters Score -3156754 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3156762.000000 Penalty: 3230.692139
	Iteration 65Q: 3 clusters Score -3156762 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -3156759.500000 Penalty: 3230.692139
	Iteration 66Q: 3 clusters Score -3156760 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3156756.000000 Penalty: 3230.692139
	Iteration 67Q: 3 clusters Score -3156756 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3156752.500000 Penalty: 3230.692139
	Iteration 68Q: 3 clusters Score -3156752 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3156763.250000 Penalty: 3230.692139
	Iteration 69Q: 3 clusters Score -3156763 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -3156762.250000 Penalty: 3230.692139
	Iteration 70Q: 3 clusters Score -3156762 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3156760.000000 Penalty: 3230.692139
	Iteration 71Q: 3 clusters Score -3156760 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -3156763.000000 Penalty: 3230.692139
	Iteration 72Q: 3 clusters Score -3156763 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -3156759.250000 Penalty: 3230.692139
	Iteration 73Q: 3 clusters Score -3156759 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -3156763.750000 Penalty: 3230.692139
	Iteration 74Q: 3 clusters Score -3156764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -3156766.500000 Penalty: 3230.692139
	Iteration 75Q: 3 clusters Score -3156766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -3156767.250000 Penalty: 3230.692139
	Iteration 76Q: 3 clusters Score -3156767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3156760.500000 Penalty: 3230.692139
	Iteration 77Q: 3 clusters Score -3156760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3156759.250000 Penalty: 3230.692139
	Iteration 78Q: 3 clusters Score -3156759 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -3156740.250000 Penalty: 3230.692139
	Iteration 79Q: 3 clusters Score -3156740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -3156738.750000 Penalty: 3230.692139
	Iteration 80F: 3 clusters Score -3156739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3156729.750000 Penalty: 3230.692139
	Iteration 81Q: 3 clusters Score -3156730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3156731.500000 Penalty: 3230.692139
	Iteration 82Q: 3 clusters Score -3156732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3156731.500000 Penalty: 3230.692139
	Iteration 83Q: 3 clusters Score -3156732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -3156725.500000 Penalty: 3230.692139
	Iteration 84Q: 3 clusters Score -3156726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -3156722.000000 Penalty: 3230.692139
	Iteration 85Q: 3 clusters Score -3156722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3156723.250000 Penalty: 3230.692139
	Iteration 86Q: 3 clusters Score -3156723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -3156720.000000 Penalty: 3230.692139
	Iteration 87Q: 3 clusters Score -3156720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3156720.500000 Penalty: 3230.692139
	Iteration 88Q: 3 clusters Score -3156720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3156720.500000 Penalty: 3230.692139
	Iteration 89F: 3 clusters Score -3156720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -455384.875000 Penalty: 1317.993164
	Iteration 0F: 2 clusters Score -455384.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -452498.718750 Penalty: 2635.986328
	Iteration 0F: 3 clusters Score -452498.7 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -453330.343750 Penalty: 2635.986328
	Iteration 1F: 3 clusters Score -453330.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -453584.812500 Penalty: 2635.986328
	Iteration 2F: 3 clusters Score -453584.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -453791.218750 Penalty: 2635.986328
	Iteration 3F: 3 clusters Score -453791.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -453992.843750 Penalty: 2635.986328
	Iteration 4F: 3 clusters Score -453992.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -454178.906250 Penalty: 2635.986328
	Iteration 5F: 3 clusters Score -454178.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -454331.687500 Penalty: 2635.986328
	Iteration 6F: 3 clusters Score -454331.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -454422.750000 Penalty: 2635.986328
	Iteration 7Q: 3 clusters Score -454422.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -454496.718750 Penalty: 2635.986328
	Iteration 8Q: 3 clusters Score -454496.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -454557.031250 Penalty: 2635.986328
	Iteration 9Q: 3 clusters Score -454557 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -454596.531250 Penalty: 2635.986328
	Iteration 10Q: 3 clusters Score -454596.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -454625.125000 Penalty: 2635.986328
	Iteration 11Q: 3 clusters Score -454625.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -454651.625000 Penalty: 2635.986328
	Iteration 12Q: 3 clusters Score -454651.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -454672.062500 Penalty: 2635.986328
	Iteration 13Q: 3 clusters Score -454672.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -454691.812500 Penalty: 2635.986328
	Iteration 14Q: 3 clusters Score -454691.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -454709.187500 Penalty: 2635.986328
	Iteration 15Q: 3 clusters Score -454709.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -454722.218750 Penalty: 2635.986328
	Iteration 16Q: 3 clusters Score -454722.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -454736.406250 Penalty: 2635.986328
	Iteration 17Q: 3 clusters Score -454736.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -454745.312500 Penalty: 2635.986328
	Iteration 18Q: 3 clusters Score -454745.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -454752.156250 Penalty: 2635.986328
	Iteration 19Q: 3 clusters Score -454752.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -454758.375000 Penalty: 2635.986328
	Iteration 20F: 3 clusters Score -454758.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -454763.718750 Penalty: 2635.986328
	Iteration 21Q: 3 clusters Score -454763.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -454768.031250 Penalty: 2635.986328
	Iteration 22Q: 3 clusters Score -454768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -454774.187500 Penalty: 2635.986328
	Iteration 23Q: 3 clusters Score -454774.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -454778.531250 Penalty: 2635.986328
	Iteration 24Q: 3 clusters Score -454778.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -454781.875000 Penalty: 2635.986328
	Iteration 25Q: 3 clusters Score -454781.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -454785.437500 Penalty: 2635.986328
	Iteration 26Q: 3 clusters Score -454785.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -454791.500000 Penalty: 2635.986328
	Iteration 27Q: 3 clusters Score -454791.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -454795.125000 Penalty: 2635.986328
	Iteration 28Q: 3 clusters Score -454795.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -454797.875000 Penalty: 2635.986328
	Iteration 29Q: 3 clusters Score -454797.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -454798.687500 Penalty: 2635.986328
	Iteration 30Q: 3 clusters Score -454798.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -454800.750000 Penalty: 2635.986328
	Iteration 31Q: 3 clusters Score -454800.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -454804.687500 Penalty: 2635.986328
	Iteration 32Q: 3 clusters Score -454804.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -454807.968750 Penalty: 2635.986328
	Iteration 33Q: 3 clusters Score -454808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -454809.656250 Penalty: 2635.986328
	Iteration 34Q: 3 clusters Score -454809.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -454810.250000 Penalty: 2635.986328
	Iteration 35Q: 3 clusters Score -454810.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -454810.875000 Penalty: 2635.986328
	Iteration 36Q: 3 clusters Score -454810.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -454811.062500 Penalty: 2635.986328
	Iteration 37Q: 3 clusters Score -454811.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -454812.687500 Penalty: 2635.986328
	Iteration 38Q: 3 clusters Score -454812.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -454813.000000 Penalty: 2635.986328
	Iteration 39Q: 3 clusters Score -454813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -454813.906250 Penalty: 2635.986328
	Iteration 40F: 3 clusters Score -454813.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (19693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Entering Unmasked Estep 
Score: -2775755.000000 Penalty: 1606.802979
	Iteration 0F: 2 clusters Score -2775755 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 9883 members 
Entering Unmasked Estep 
Score: -2762656.500000 Penalty: 3213.605957
	Iteration 0F: 3 clusters Score -2762656 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2767670.500000 Penalty: 3213.605957
	Iteration 1F: 3 clusters Score -2767670 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2768153.750000 Penalty: 3213.605957
	Iteration 2F: 3 clusters Score -2768154 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2768629.750000 Penalty: 3213.605957
	Iteration 3F: 3 clusters Score -2768630 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2769167.250000 Penalty: 3213.605957
	Iteration 4F: 3 clusters Score -2769167 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2769844.750000 Penalty: 3213.605957
	Iteration 5F: 3 clusters Score -2769845 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2770677.250000 Penalty: 3213.605957
	Iteration 6F: 3 clusters Score -2770677 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2771632.500000 Penalty: 3213.605957
	Iteration 7F: 3 clusters Score -2771632 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2772570.750000 Penalty: 3213.605957
	Iteration 8F: 3 clusters Score -2772571 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2773312.750000 Penalty: 3213.605957
	Iteration 9F: 3 clusters Score -2773313 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2773840.750000 Penalty: 3213.605957
	Iteration 10Q: 3 clusters Score -2773841 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2774161.000000 Penalty: 3213.605957
	Iteration 11Q: 3 clusters Score -2774161 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2774398.250000 Penalty: 3213.605957
	Iteration 12Q: 3 clusters Score -2774398 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2774545.000000 Penalty: 3213.605957
	Iteration 13Q: 3 clusters Score -2774545 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2774643.500000 Penalty: 3213.605957
	Iteration 14Q: 3 clusters Score -2774644 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2774715.750000 Penalty: 3213.605957
	Iteration 15Q: 3 clusters Score -2774716 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2774772.500000 Penalty: 3213.605957
	Iteration 16Q: 3 clusters Score -2774772 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2774835.000000 Penalty: 3213.605957
	Iteration 17Q: 3 clusters Score -2774835 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2774872.250000 Penalty: 3213.605957
	Iteration 18Q: 3 clusters Score -2774872 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2774908.250000 Penalty: 3213.605957
	Iteration 19Q: 3 clusters Score -2774908 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2774937.500000 Penalty: 3213.605957
	Iteration 20F: 3 clusters Score -2774938 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2774980.500000 Penalty: 3213.605957
	Iteration 21Q: 3 clusters Score -2774980 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2775014.000000 Penalty: 3213.605957
	Iteration 22Q: 3 clusters Score -2775014 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2775047.500000 Penalty: 3213.605957
	Iteration 23Q: 3 clusters Score -2775048 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2775073.000000 Penalty: 3213.605957
	Iteration 24Q: 3 clusters Score -2775073 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2775104.750000 Penalty: 3213.605957
	Iteration 25Q: 3 clusters Score -2775105 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2775130.500000 Penalty: 3213.605957
	Iteration 26Q: 3 clusters Score -2775130 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2775159.500000 Penalty: 3213.605957
	Iteration 27Q: 3 clusters Score -2775160 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2775192.750000 Penalty: 3213.605957
	Iteration 28Q: 3 clusters Score -2775193 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2775224.750000 Penalty: 3213.605957
	Iteration 29Q: 3 clusters Score -2775225 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2775263.000000 Penalty: 3213.605957
	Iteration 30Q: 3 clusters Score -2775263 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2775298.250000 Penalty: 3213.605957
	Iteration 31Q: 3 clusters Score -2775298 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2775327.250000 Penalty: 3213.605957
	Iteration 32Q: 3 clusters Score -2775327 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2775360.250000 Penalty: 3213.605957
	Iteration 33Q: 3 clusters Score -2775360 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2775385.750000 Penalty: 3213.605957
	Iteration 34Q: 3 clusters Score -2775386 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2775418.750000 Penalty: 3213.605957
	Iteration 35Q: 3 clusters Score -2775419 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2775444.500000 Penalty: 3213.605957
	Iteration 36Q: 3 clusters Score -2775444 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2775461.500000 Penalty: 3213.605957
	Iteration 37Q: 3 clusters Score -2775462 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2775495.250000 Penalty: 3213.605957
	Iteration 38Q: 3 clusters Score -2775495 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2775512.500000 Penalty: 3213.605957
	Iteration 39Q: 3 clusters Score -2775512 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2775528.250000 Penalty: 3213.605957
	Iteration 40F: 3 clusters Score -2775528 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2775536.250000 Penalty: 3213.605957
	Iteration 41Q: 3 clusters Score -2775536 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2775560.250000 Penalty: 3213.605957
	Iteration 42Q: 3 clusters Score -2775560 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2775575.500000 Penalty: 3213.605957
	Iteration 43Q: 3 clusters Score -2775576 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2775603.500000 Penalty: 3213.605957
	Iteration 44Q: 3 clusters Score -2775604 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2775618.750000 Penalty: 3213.605957
	Iteration 45Q: 3 clusters Score -2775619 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2775639.250000 Penalty: 3213.605957
	Iteration 46Q: 3 clusters Score -2775639 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2775661.500000 Penalty: 3213.605957
	Iteration 47Q: 3 clusters Score -2775662 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2775674.250000 Penalty: 3213.605957
	Iteration 48Q: 3 clusters Score -2775674 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2775693.000000 Penalty: 3213.605957
	Iteration 49Q: 3 clusters Score -2775693 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2775708.250000 Penalty: 3213.605957
	Iteration 50Q: 3 clusters Score -2775708 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2775722.750000 Penalty: 3213.605957
	Iteration 51Q: 3 clusters Score -2775723 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2775736.750000 Penalty: 3213.605957
	Iteration 52Q: 3 clusters Score -2775737 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2775752.250000 Penalty: 3213.605957
	Iteration 53Q: 3 clusters Score -2775752 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2775764.000000 Penalty: 3213.605957
	Iteration 54Q: 3 clusters Score -2775764 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2775776.500000 Penalty: 3213.605957
	Iteration 55Q: 3 clusters Score -2775776 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2775792.000000 Penalty: 3213.605957
	Iteration 56Q: 3 clusters Score -2775792 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2775805.500000 Penalty: 3213.605957
	Iteration 57Q: 3 clusters Score -2775806 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2775815.000000 Penalty: 3213.605957
	Iteration 58Q: 3 clusters Score -2775815 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2775831.750000 Penalty: 3213.605957
	Iteration 59Q: 3 clusters Score -2775832 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2775840.000000 Penalty: 3213.605957
	Iteration 60F: 3 clusters Score -2775840 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2775857.750000 Penalty: 3213.605957
	Iteration 61Q: 3 clusters Score -2775858 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2775866.500000 Penalty: 3213.605957
	Iteration 62Q: 3 clusters Score -2775866 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2775877.750000 Penalty: 3213.605957
	Iteration 63Q: 3 clusters Score -2775878 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2775888.500000 Penalty: 3213.605957
	Iteration 64Q: 3 clusters Score -2775888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2775896.500000 Penalty: 3213.605957
	Iteration 65Q: 3 clusters Score -2775896 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2775907.000000 Penalty: 3213.605957
	Iteration 66Q: 3 clusters Score -2775907 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2775903.750000 Penalty: 3213.605957
	Iteration 67Q: 3 clusters Score -2775904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2775912.250000 Penalty: 3213.605957
	Iteration 68Q: 3 clusters Score -2775912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2775904.500000 Penalty: 3213.605957
	Iteration 69Q: 3 clusters Score -2775904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2775908.500000 Penalty: 3213.605957
	Iteration 70Q: 3 clusters Score -2775908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2775907.500000 Penalty: 3213.605957
	Iteration 71Q: 3 clusters Score -2775908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2775911.250000 Penalty: 3213.605957
	Iteration 72Q: 3 clusters Score -2775911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2775921.500000 Penalty: 3213.605957
	Iteration 73Q: 3 clusters Score -2775922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2775920.750000 Penalty: 3213.605957
	Iteration 74Q: 3 clusters Score -2775921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2775924.250000 Penalty: 3213.605957
	Iteration 75Q: 3 clusters Score -2775924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2775924.250000 Penalty: 3213.605957
	Iteration 76Q: 3 clusters Score -2775924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2775923.500000 Penalty: 3213.605957
	Iteration 77Q: 3 clusters Score -2775924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2775921.750000 Penalty: 3213.605957
	Iteration 78Q: 3 clusters Score -2775922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2775925.500000 Penalty: 3213.605957
	Iteration 79Q: 3 clusters Score -2775926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2775926.250000 Penalty: 3213.605957
	Iteration 80F: 3 clusters Score -2775926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 14477 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8278 members 
Mstep: Class 13 contains 4118 members 
Mstep: Class 14 contains 1050 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26845 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14120 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9468 members 
Mstep: Class 29 contains 14788 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 14060 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6924 members 
Mstep: Class 37 contains 9629 members 
Mstep: Class 38 contains 20418 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28979 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14670 members 
Mstep: Class 46 contains 14263 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20298 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13228 members 
Mstep: Class 56 contains 11840 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6706 members 
Mstep: Class 62 contains 19013 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14019 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8757 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20756 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 12982 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16315 members 
Mstep: Class 77 contains 11960 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4121 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12459 members 
Mstep: Class 84 contains 3726 members 
Mstep: Class 85 contains 19162 members 
Mstep: Class 86 contains 6711 members 
Entering Unmasked Estep 
Score: -85932184.000000 Penalty: 185964.312500
Splitting cluster 74 changes total score from -85932704.000000 to -85932184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -148420.531250 Penalty: 1147.606079
	Iteration 0F: 2 clusters Score -148420.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -146867.500000 Penalty: 2295.212158
	Iteration 0F: 3 clusters Score -146867.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -147230.281250 Penalty: 2295.212158
	Iteration 1F: 3 clusters Score -147230.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -147370.265625 Penalty: 2295.212158
	Iteration 2F: 3 clusters Score -147370.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -147437.515625 Penalty: 2295.212158
	Iteration 3F: 3 clusters Score -147437.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -147479.218750 Penalty: 2295.212158
	Iteration 4Q: 3 clusters Score -147479.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -147532.890625 Penalty: 2295.212158
	Iteration 5Q: 3 clusters Score -147532.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -147581.281250 Penalty: 2295.212158
	Iteration 6Q: 3 clusters Score -147581.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -147620.734375 Penalty: 2295.212158
	Iteration 7Q: 3 clusters Score -147620.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -147631.937500 Penalty: 2295.212158
	Iteration 8Q: 3 clusters Score -147631.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -147644.937500 Penalty: 2295.212158
	Iteration 9Q: 3 clusters Score -147644.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -147654.468750 Penalty: 2295.212158
	Iteration 10Q: 3 clusters Score -147654.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -147660.437500 Penalty: 2295.212158
	Iteration 11Q: 3 clusters Score -147660.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -147664.062500 Penalty: 2295.212158
	Iteration 12Q: 3 clusters Score -147664.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -147666.250000 Penalty: 2295.212158
	Iteration 13Q: 3 clusters Score -147666.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -147666.750000 Penalty: 2295.212158
	Iteration 14Q: 3 clusters Score -147666.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -147667.671875 Penalty: 2295.212158
	Iteration 15Q: 3 clusters Score -147667.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -147669.140625 Penalty: 2295.212158
	Iteration 16Q: 3 clusters Score -147669.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -147669.578125 Penalty: 2295.212158
	Iteration 17Q: 3 clusters Score -147669.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -147669.578125 Penalty: 2295.212158
	Iteration 18F: 3 clusters Score -147669.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (16315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Entering Unmasked Estep 
Score: -2503713.750000 Penalty: 1576.224121
	Iteration 0F: 2 clusters Score -2503714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2492866.500000 Penalty: 3152.448242
	Iteration 0F: 3 clusters Score -2492866 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2496972.750000 Penalty: 3152.448242
	Iteration 1F: 3 clusters Score -2496973 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2497485.000000 Penalty: 3152.448242
	Iteration 2F: 3 clusters Score -2497485 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2497997.000000 Penalty: 3152.448242
	Iteration 3F: 3 clusters Score -2497997 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2498426.500000 Penalty: 3152.448242
	Iteration 4F: 3 clusters Score -2498426 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2498791.250000 Penalty: 3152.448242
	Iteration 5F: 3 clusters Score -2498791 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2499129.750000 Penalty: 3152.448242
	Iteration 6F: 3 clusters Score -2499130 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2499406.500000 Penalty: 3152.448242
	Iteration 7Q: 3 clusters Score -2499406 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2499676.000000 Penalty: 3152.448242
	Iteration 8Q: 3 clusters Score -2499676 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2499943.750000 Penalty: 3152.448242
	Iteration 9Q: 3 clusters Score -2499944 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2500178.500000 Penalty: 3152.448242
	Iteration 10Q: 3 clusters Score -2500178 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2500469.000000 Penalty: 3152.448242
	Iteration 11Q: 3 clusters Score -2500469 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2500780.000000 Penalty: 3152.448242
	Iteration 12Q: 3 clusters Score -2500780 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2501043.250000 Penalty: 3152.448242
	Iteration 13Q: 3 clusters Score -2501043 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2501244.750000 Penalty: 3152.448242
	Iteration 14Q: 3 clusters Score -2501245 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2501417.500000 Penalty: 3152.448242
	Iteration 15Q: 3 clusters Score -2501418 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2501573.000000 Penalty: 3152.448242
	Iteration 16Q: 3 clusters Score -2501573 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2501691.750000 Penalty: 3152.448242
	Iteration 17Q: 3 clusters Score -2501692 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2501775.750000 Penalty: 3152.448242
	Iteration 18Q: 3 clusters Score -2501776 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2501849.750000 Penalty: 3152.448242
	Iteration 19Q: 3 clusters Score -2501850 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2501926.500000 Penalty: 3152.448242
	Iteration 20F: 3 clusters Score -2501926 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2501983.750000 Penalty: 3152.448242
	Iteration 21Q: 3 clusters Score -2501984 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2502030.000000 Penalty: 3152.448242
	Iteration 22Q: 3 clusters Score -2502030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2502062.500000 Penalty: 3152.448242
	Iteration 23Q: 3 clusters Score -2502062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2502103.000000 Penalty: 3152.448242
	Iteration 24Q: 3 clusters Score -2502103 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2502126.500000 Penalty: 3152.448242
	Iteration 25Q: 3 clusters Score -2502126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2502153.000000 Penalty: 3152.448242
	Iteration 26Q: 3 clusters Score -2502153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2502172.250000 Penalty: 3152.448242
	Iteration 27Q: 3 clusters Score -2502172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2502183.250000 Penalty: 3152.448242
	Iteration 28Q: 3 clusters Score -2502183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2502200.000000 Penalty: 3152.448242
	Iteration 29Q: 3 clusters Score -2502200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2502208.750000 Penalty: 3152.448242
	Iteration 30Q: 3 clusters Score -2502209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2502224.000000 Penalty: 3152.448242
	Iteration 31Q: 3 clusters Score -2502224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2502233.000000 Penalty: 3152.448242
	Iteration 32Q: 3 clusters Score -2502233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2502234.750000 Penalty: 3152.448242
	Iteration 33Q: 3 clusters Score -2502235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2502239.000000 Penalty: 3152.448242
	Iteration 34Q: 3 clusters Score -2502239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2502252.000000 Penalty: 3152.448242
	Iteration 35Q: 3 clusters Score -2502252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2502266.750000 Penalty: 3152.448242
	Iteration 36Q: 3 clusters Score -2502267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2502277.500000 Penalty: 3152.448242
	Iteration 37Q: 3 clusters Score -2502278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2502294.500000 Penalty: 3152.448242
	Iteration 38Q: 3 clusters Score -2502294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2502310.250000 Penalty: 3152.448242
	Iteration 39Q: 3 clusters Score -2502310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2502317.750000 Penalty: 3152.448242
	Iteration 40F: 3 clusters Score -2502318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2502316.500000 Penalty: 3152.448242
	Iteration 41Q: 3 clusters Score -2502316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2502316.500000 Penalty: 3152.448242
	Iteration 42F: 3 clusters Score -2502316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (11960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Entering Unmasked Estep 
Score: -1838292.750000 Penalty: 1525.765015
	Iteration 0F: 2 clusters Score -1838293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1829912.750000 Penalty: 3051.530029
	Iteration 0F: 3 clusters Score -1829913 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1832777.000000 Penalty: 3051.530029
	Iteration 1F: 3 clusters Score -1832777 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1833061.375000 Penalty: 3051.530029
	Iteration 2F: 3 clusters Score -1833061 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1833300.500000 Penalty: 3051.530029
	Iteration 3Q: 3 clusters Score -1833300 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1833499.875000 Penalty: 3051.530029
	Iteration 4Q: 3 clusters Score -1833500 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1833680.375000 Penalty: 3051.530029
	Iteration 5Q: 3 clusters Score -1833680 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1833858.750000 Penalty: 3051.530029
	Iteration 6Q: 3 clusters Score -1833859 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1834048.875000 Penalty: 3051.530029
	Iteration 7Q: 3 clusters Score -1834049 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1834309.125000 Penalty: 3051.530029
	Iteration 8Q: 3 clusters Score -1834309 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1834622.500000 Penalty: 3051.530029
	Iteration 9Q: 3 clusters Score -1834622 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1834965.250000 Penalty: 3051.530029
	Iteration 10Q: 3 clusters Score -1834965 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1835345.250000 Penalty: 3051.530029
	Iteration 11Q: 3 clusters Score -1835345 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1835749.000000 Penalty: 3051.530029
	Iteration 12Q: 3 clusters Score -1835749 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1836125.250000 Penalty: 3051.530029
	Iteration 13Q: 3 clusters Score -1836125 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1836432.250000 Penalty: 3051.530029
	Iteration 14Q: 3 clusters Score -1836432 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1836638.625000 Penalty: 3051.530029
	Iteration 15Q: 3 clusters Score -1836639 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1836765.250000 Penalty: 3051.530029
	Iteration 16Q: 3 clusters Score -1836765 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1836834.250000 Penalty: 3051.530029
	Iteration 17Q: 3 clusters Score -1836834 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1836886.375000 Penalty: 3051.530029
	Iteration 18Q: 3 clusters Score -1836886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1836925.250000 Penalty: 3051.530029
	Iteration 19Q: 3 clusters Score -1836925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1836953.875000 Penalty: 3051.530029
	Iteration 20F: 3 clusters Score -1836954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1836967.375000 Penalty: 3051.530029
	Iteration 21Q: 3 clusters Score -1836967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1836982.375000 Penalty: 3051.530029
	Iteration 22Q: 3 clusters Score -1836982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1836991.750000 Penalty: 3051.530029
	Iteration 23Q: 3 clusters Score -1836992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1837004.500000 Penalty: 3051.530029
	Iteration 24Q: 3 clusters Score -1837004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1837009.500000 Penalty: 3051.530029
	Iteration 25Q: 3 clusters Score -1837010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1837009.375000 Penalty: 3051.530029
	Iteration 26Q: 3 clusters Score -1837009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1837011.625000 Penalty: 3051.530029
	Iteration 27Q: 3 clusters Score -1837012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1837013.375000 Penalty: 3051.530029
	Iteration 28Q: 3 clusters Score -1837013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1837012.125000 Penalty: 3051.530029
	Iteration 29Q: 3 clusters Score -1837012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1837013.375000 Penalty: 3051.530029
	Iteration 30Q: 3 clusters Score -1837013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1837015.000000 Penalty: 3051.530029
	Iteration 31Q: 3 clusters Score -1837015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1837018.250000 Penalty: 3051.530029
	Iteration 32Q: 3 clusters Score -1837018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1837018.250000 Penalty: 3051.530029
	Iteration 33F: 3 clusters Score -1837018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (3780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Entering Unmasked Estep 
Score: -548766.875000 Penalty: 1338.590332
	Iteration 0F: 2 clusters Score -548766.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -545560.312500 Penalty: 2677.180664
	Iteration 0F: 3 clusters Score -545560.3 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -546328.187500 Penalty: 2677.180664
	Iteration 1F: 3 clusters Score -546328.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -546477.375000 Penalty: 2677.180664
	Iteration 2F: 3 clusters Score -546477.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -546575.437500 Penalty: 2677.180664
	Iteration 3F: 3 clusters Score -546575.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -546648.500000 Penalty: 2677.180664
	Iteration 4Q: 3 clusters Score -546648.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -546696.937500 Penalty: 2677.180664
	Iteration 5Q: 3 clusters Score -546696.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -546743.750000 Penalty: 2677.180664
	Iteration 6Q: 3 clusters Score -546743.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -546789.625000 Penalty: 2677.180664
	Iteration 7Q: 3 clusters Score -546789.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -546833.937500 Penalty: 2677.180664
	Iteration 8Q: 3 clusters Score -546833.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -546877.312500 Penalty: 2677.180664
	Iteration 9Q: 3 clusters Score -546877.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -546914.312500 Penalty: 2677.180664
	Iteration 10Q: 3 clusters Score -546914.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -546939.937500 Penalty: 2677.180664
	Iteration 11Q: 3 clusters Score -546939.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -546967.687500 Penalty: 2677.180664
	Iteration 12Q: 3 clusters Score -546967.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -546995.437500 Penalty: 2677.180664
	Iteration 13Q: 3 clusters Score -546995.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -547023.250000 Penalty: 2677.180664
	Iteration 14Q: 3 clusters Score -547023.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -547047.062500 Penalty: 2677.180664
	Iteration 15Q: 3 clusters Score -547047.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -547065.750000 Penalty: 2677.180664
	Iteration 16Q: 3 clusters Score -547065.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -547082.875000 Penalty: 2677.180664
	Iteration 17Q: 3 clusters Score -547082.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -547100.687500 Penalty: 2677.180664
	Iteration 18Q: 3 clusters Score -547100.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -547115.062500 Penalty: 2677.180664
	Iteration 19Q: 3 clusters Score -547115.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -547127.750000 Penalty: 2677.180664
	Iteration 20F: 3 clusters Score -547127.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -547143.000000 Penalty: 2677.180664
	Iteration 21Q: 3 clusters Score -547143 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -547162.062500 Penalty: 2677.180664
	Iteration 22Q: 3 clusters Score -547162.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -547182.500000 Penalty: 2677.180664
	Iteration 23Q: 3 clusters Score -547182.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -547207.562500 Penalty: 2677.180664
	Iteration 24Q: 3 clusters Score -547207.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -547225.125000 Penalty: 2677.180664
	Iteration 25Q: 3 clusters Score -547225.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -547238.375000 Penalty: 2677.180664
	Iteration 26Q: 3 clusters Score -547238.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -547249.812500 Penalty: 2677.180664
	Iteration 27Q: 3 clusters Score -547249.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -547262.437500 Penalty: 2677.180664
	Iteration 28Q: 3 clusters Score -547262.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -547272.687500 Penalty: 2677.180664
	Iteration 29Q: 3 clusters Score -547272.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -547284.187500 Penalty: 2677.180664
	Iteration 30Q: 3 clusters Score -547284.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -547296.000000 Penalty: 2677.180664
	Iteration 31Q: 3 clusters Score -547296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -547309.187500 Penalty: 2677.180664
	Iteration 32Q: 3 clusters Score -547309.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -547330.500000 Penalty: 2677.180664
	Iteration 33Q: 3 clusters Score -547330.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -547357.687500 Penalty: 2677.180664
	Iteration 34Q: 3 clusters Score -547357.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -547376.812500 Penalty: 2677.180664
	Iteration 35Q: 3 clusters Score -547376.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -547398.937500 Penalty: 2677.180664
	Iteration 36Q: 3 clusters Score -547398.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -547417.437500 Penalty: 2677.180664
	Iteration 37Q: 3 clusters Score -547417.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -547433.187500 Penalty: 2677.180664
	Iteration 38Q: 3 clusters Score -547433.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -547448.187500 Penalty: 2677.180664
	Iteration 39Q: 3 clusters Score -547448.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -547465.312500 Penalty: 2677.180664
	Iteration 40F: 3 clusters Score -547465.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -547490.687500 Penalty: 2677.180664
	Iteration 41Q: 3 clusters Score -547490.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -547514.250000 Penalty: 2677.180664
	Iteration 42Q: 3 clusters Score -547514.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -547535.250000 Penalty: 2677.180664
	Iteration 43Q: 3 clusters Score -547535.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -547562.750000 Penalty: 2677.180664
	Iteration 44Q: 3 clusters Score -547562.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -547579.812500 Penalty: 2677.180664
	Iteration 45Q: 3 clusters Score -547579.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -547591.125000 Penalty: 2677.180664
	Iteration 46Q: 3 clusters Score -547591.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -547603.437500 Penalty: 2677.180664
	Iteration 47Q: 3 clusters Score -547603.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -547611.500000 Penalty: 2677.180664
	Iteration 48Q: 3 clusters Score -547611.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -547620.062500 Penalty: 2677.180664
	Iteration 49Q: 3 clusters Score -547620.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -547631.375000 Penalty: 2677.180664
	Iteration 50Q: 3 clusters Score -547631.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -547641.125000 Penalty: 2677.180664
	Iteration 51Q: 3 clusters Score -547641.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -547651.000000 Penalty: 2677.180664
	Iteration 52Q: 3 clusters Score -547651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -547654.687500 Penalty: 2677.180664
	Iteration 53Q: 3 clusters Score -547654.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -547658.062500 Penalty: 2677.180664
	Iteration 54Q: 3 clusters Score -547658.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -547662.500000 Penalty: 2677.180664
	Iteration 55Q: 3 clusters Score -547662.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -547667.812500 Penalty: 2677.180664
	Iteration 56Q: 3 clusters Score -547667.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -547672.125000 Penalty: 2677.180664
	Iteration 57Q: 3 clusters Score -547672.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -547676.187500 Penalty: 2677.180664
	Iteration 58Q: 3 clusters Score -547676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -547680.437500 Penalty: 2677.180664
	Iteration 59Q: 3 clusters Score -547680.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -547682.812500 Penalty: 2677.180664
	Iteration 60F: 3 clusters Score -547682.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -547685.687500 Penalty: 2677.180664
	Iteration 61Q: 3 clusters Score -547685.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -547685.687500 Penalty: 2677.180664
	Iteration 62F: 3 clusters Score -547685.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -146657.531250 Penalty: 1121.695679
	Iteration 0F: 2 clusters Score -146657.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -145209.828125 Penalty: 2243.391357
	Iteration 0F: 3 clusters Score -145209.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -145452.484375 Penalty: 2243.391357
	Iteration 1F: 3 clusters Score -145452.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -145508.125000 Penalty: 2243.391357
	Iteration 2F: 3 clusters Score -145508.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -145542.328125 Penalty: 2243.391357
	Iteration 3Q: 3 clusters Score -145542.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -145557.546875 Penalty: 2243.391357
	Iteration 4Q: 3 clusters Score -145557.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -145566.890625 Penalty: 2243.391357
	Iteration 5Q: 3 clusters Score -145566.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -145578.625000 Penalty: 2243.391357
	Iteration 6Q: 3 clusters Score -145578.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -145587.875000 Penalty: 2243.391357
	Iteration 7Q: 3 clusters Score -145587.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -145592.734375 Penalty: 2243.391357
	Iteration 8Q: 3 clusters Score -145592.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -145593.640625 Penalty: 2243.391357
	Iteration 9Q: 3 clusters Score -145593.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -145596.171875 Penalty: 2243.391357
	Iteration 10Q: 3 clusters Score -145596.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -145596.515625 Penalty: 2243.391357
	Iteration 11Q: 3 clusters Score -145596.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -145596.515625 Penalty: 2243.391357
	Iteration 12F: 3 clusters Score -145596.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -138749.562500 Penalty: 1142.944824
	Iteration 0F: 2 clusters Score -138749.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -137247.734375 Penalty: 2285.889648
	Iteration 0F: 3 clusters Score -137247.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -137509.234375 Penalty: 2285.889648
	Iteration 1F: 3 clusters Score -137509.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -137590.390625 Penalty: 2285.889648
	Iteration 2F: 3 clusters Score -137590.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -137654.921875 Penalty: 2285.889648
	Iteration 3F: 3 clusters Score -137654.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -137698.562500 Penalty: 2285.889648
	Iteration 4Q: 3 clusters Score -137698.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -137725.046875 Penalty: 2285.889648
	Iteration 5Q: 3 clusters Score -137725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -137751.625000 Penalty: 2285.889648
	Iteration 6Q: 3 clusters Score -137751.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -137770.515625 Penalty: 2285.889648
	Iteration 7Q: 3 clusters Score -137770.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -137782.328125 Penalty: 2285.889648
	Iteration 8Q: 3 clusters Score -137782.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -137788.218750 Penalty: 2285.889648
	Iteration 9Q: 3 clusters Score -137788.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -137791.671875 Penalty: 2285.889648
	Iteration 10Q: 3 clusters Score -137791.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -137796.187500 Penalty: 2285.889648
	Iteration 11Q: 3 clusters Score -137796.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -137798.906250 Penalty: 2285.889648
	Iteration 12Q: 3 clusters Score -137798.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -137801.906250 Penalty: 2285.889648
	Iteration 13Q: 3 clusters Score -137801.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -137805.218750 Penalty: 2285.889648
	Iteration 14Q: 3 clusters Score -137805.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -137806.890625 Penalty: 2285.889648
	Iteration 15Q: 3 clusters Score -137806.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -137810.640625 Penalty: 2285.889648
	Iteration 16Q: 3 clusters Score -137810.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -137811.468750 Penalty: 2285.889648
	Iteration 17Q: 3 clusters Score -137811.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -137811.468750 Penalty: 2285.889648
	Iteration 18F: 3 clusters Score -137811.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (4121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Entering Unmasked Estep 
Score: -626507.437500 Penalty: 1352.625854
	Iteration 0F: 2 clusters Score -626507.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -623081.562500 Penalty: 2705.251709
	Iteration 0F: 3 clusters Score -623081.6 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -624016.000000 Penalty: 2705.251709
	Iteration 1F: 3 clusters Score -624016 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -624214.437500 Penalty: 2705.251709
	Iteration 2F: 3 clusters Score -624214.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -624357.125000 Penalty: 2705.251709
	Iteration 3F: 3 clusters Score -624357.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -624450.250000 Penalty: 2705.251709
	Iteration 4Q: 3 clusters Score -624450.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -624517.750000 Penalty: 2705.251709
	Iteration 5Q: 3 clusters Score -624517.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -624558.562500 Penalty: 2705.251709
	Iteration 6Q: 3 clusters Score -624558.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -624587.250000 Penalty: 2705.251709
	Iteration 7Q: 3 clusters Score -624587.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -624609.625000 Penalty: 2705.251709
	Iteration 8Q: 3 clusters Score -624609.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -624633.187500 Penalty: 2705.251709
	Iteration 9Q: 3 clusters Score -624633.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -624649.312500 Penalty: 2705.251709
	Iteration 10Q: 3 clusters Score -624649.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -624663.625000 Penalty: 2705.251709
	Iteration 11Q: 3 clusters Score -624663.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -624675.625000 Penalty: 2705.251709
	Iteration 12Q: 3 clusters Score -624675.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -624687.062500 Penalty: 2705.251709
	Iteration 13Q: 3 clusters Score -624687.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -624695.000000 Penalty: 2705.251709
	Iteration 14Q: 3 clusters Score -624695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -624703.312500 Penalty: 2705.251709
	Iteration 15Q: 3 clusters Score -624703.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -624708.062500 Penalty: 2705.251709
	Iteration 16Q: 3 clusters Score -624708.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -624714.750000 Penalty: 2705.251709
	Iteration 17Q: 3 clusters Score -624714.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -624722.250000 Penalty: 2705.251709
	Iteration 18Q: 3 clusters Score -624722.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -624728.437500 Penalty: 2705.251709
	Iteration 19Q: 3 clusters Score -624728.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -624734.062500 Penalty: 2705.251709
	Iteration 20F: 3 clusters Score -624734.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -624736.500000 Penalty: 2705.251709
	Iteration 21Q: 3 clusters Score -624736.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -624742.812500 Penalty: 2705.251709
	Iteration 22Q: 3 clusters Score -624742.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -624744.937500 Penalty: 2705.251709
	Iteration 23Q: 3 clusters Score -624744.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -624750.375000 Penalty: 2705.251709
	Iteration 24Q: 3 clusters Score -624750.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -624758.312500 Penalty: 2705.251709
	Iteration 25Q: 3 clusters Score -624758.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -624770.937500 Penalty: 2705.251709
	Iteration 26Q: 3 clusters Score -624770.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -624782.375000 Penalty: 2705.251709
	Iteration 27Q: 3 clusters Score -624782.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -624793.625000 Penalty: 2705.251709
	Iteration 28Q: 3 clusters Score -624793.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -624806.187500 Penalty: 2705.251709
	Iteration 29Q: 3 clusters Score -624806.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -624817.250000 Penalty: 2705.251709
	Iteration 30Q: 3 clusters Score -624817.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -624829.312500 Penalty: 2705.251709
	Iteration 31Q: 3 clusters Score -624829.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -624841.750000 Penalty: 2705.251709
	Iteration 32Q: 3 clusters Score -624841.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -624853.062500 Penalty: 2705.251709
	Iteration 33Q: 3 clusters Score -624853.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -624865.875000 Penalty: 2705.251709
	Iteration 34Q: 3 clusters Score -624865.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -624881.875000 Penalty: 2705.251709
	Iteration 35Q: 3 clusters Score -624881.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -624898.312500 Penalty: 2705.251709
	Iteration 36Q: 3 clusters Score -624898.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -624914.750000 Penalty: 2705.251709
	Iteration 37Q: 3 clusters Score -624914.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -624930.750000 Penalty: 2705.251709
	Iteration 38Q: 3 clusters Score -624930.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -624950.312500 Penalty: 2705.251709
	Iteration 39Q: 3 clusters Score -624950.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -624973.750000 Penalty: 2705.251709
	Iteration 40F: 3 clusters Score -624973.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -624993.500000 Penalty: 2705.251709
	Iteration 41Q: 3 clusters Score -624993.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -625011.125000 Penalty: 2705.251709
	Iteration 42Q: 3 clusters Score -625011.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -625026.687500 Penalty: 2705.251709
	Iteration 43Q: 3 clusters Score -625026.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -625043.125000 Penalty: 2705.251709
	Iteration 44Q: 3 clusters Score -625043.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -625056.750000 Penalty: 2705.251709
	Iteration 45Q: 3 clusters Score -625056.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -625069.062500 Penalty: 2705.251709
	Iteration 46Q: 3 clusters Score -625069.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -625077.500000 Penalty: 2705.251709
	Iteration 47Q: 3 clusters Score -625077.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -625094.062500 Penalty: 2705.251709
	Iteration 48Q: 3 clusters Score -625094.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -625105.937500 Penalty: 2705.251709
	Iteration 49Q: 3 clusters Score -625105.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -625116.312500 Penalty: 2705.251709
	Iteration 50Q: 3 clusters Score -625116.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -625131.125000 Penalty: 2705.251709
	Iteration 51Q: 3 clusters Score -625131.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -625144.312500 Penalty: 2705.251709
	Iteration 52Q: 3 clusters Score -625144.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -625161.625000 Penalty: 2705.251709
	Iteration 53Q: 3 clusters Score -625161.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -625175.062500 Penalty: 2705.251709
	Iteration 54Q: 3 clusters Score -625175.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -625184.875000 Penalty: 2705.251709
	Iteration 55Q: 3 clusters Score -625184.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -625191.875000 Penalty: 2705.251709
	Iteration 56Q: 3 clusters Score -625191.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -625195.125000 Penalty: 2705.251709
	Iteration 57Q: 3 clusters Score -625195.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -625199.625000 Penalty: 2705.251709
	Iteration 58Q: 3 clusters Score -625199.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -625203.437500 Penalty: 2705.251709
	Iteration 59Q: 3 clusters Score -625203.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -625203.875000 Penalty: 2705.251709
	Iteration 60F: 3 clusters Score -625203.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -625204.625000 Penalty: 2705.251709
	Iteration 61Q: 3 clusters Score -625204.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -625205.125000 Penalty: 2705.251709
	Iteration 62Q: 3 clusters Score -625205.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -625205.625000 Penalty: 2705.251709
	Iteration 63Q: 3 clusters Score -625205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -625208.312500 Penalty: 2705.251709
	Iteration 64Q: 3 clusters Score -625208.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -625209.375000 Penalty: 2705.251709
	Iteration 65Q: 3 clusters Score -625209.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -625211.875000 Penalty: 2705.251709
	Iteration 66Q: 3 clusters Score -625211.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -625213.187500 Penalty: 2705.251709
	Iteration 67Q: 3 clusters Score -625213.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -625214.687500 Penalty: 2705.251709
	Iteration 68Q: 3 clusters Score -625214.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -625214.687500 Penalty: 2705.251709
	Iteration 69Q: 3 clusters Score -625214.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -625216.687500 Penalty: 2705.251709
	Iteration 70Q: 3 clusters Score -625216.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -625218.375000 Penalty: 2705.251709
	Iteration 71Q: 3 clusters Score -625218.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -625223.062500 Penalty: 2705.251709
	Iteration 72Q: 3 clusters Score -625223.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -625226.125000 Penalty: 2705.251709
	Iteration 73Q: 3 clusters Score -625226.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -625229.875000 Penalty: 2705.251709
	Iteration 74Q: 3 clusters Score -625229.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -625231.187500 Penalty: 2705.251709
	Iteration 75Q: 3 clusters Score -625231.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -625231.187500 Penalty: 2705.251709
	Iteration 76F: 3 clusters Score -625231.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -216106.359375 Penalty: 1203.491699
	Iteration 0F: 2 clusters Score -216106.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -214280.546875 Penalty: 2406.983398
	Iteration 0F: 3 clusters Score -214280.5 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -214754.281250 Penalty: 2406.983398
	Iteration 1F: 3 clusters Score -214754.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -214890.187500 Penalty: 2406.983398
	Iteration 2F: 3 clusters Score -214890.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -215005.937500 Penalty: 2406.983398
	Iteration 3F: 3 clusters Score -215005.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -215093.484375 Penalty: 2406.983398
	Iteration 4Q: 3 clusters Score -215093.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -215155.078125 Penalty: 2406.983398
	Iteration 5Q: 3 clusters Score -215155.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -215191.718750 Penalty: 2406.983398
	Iteration 6Q: 3 clusters Score -215191.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -215222.687500 Penalty: 2406.983398
	Iteration 7Q: 3 clusters Score -215222.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -215243.750000 Penalty: 2406.983398
	Iteration 8Q: 3 clusters Score -215243.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -215252.921875 Penalty: 2406.983398
	Iteration 9Q: 3 clusters Score -215252.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -215266.531250 Penalty: 2406.983398
	Iteration 10Q: 3 clusters Score -215266.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -215278.921875 Penalty: 2406.983398
	Iteration 11Q: 3 clusters Score -215278.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -215283.984375 Penalty: 2406.983398
	Iteration 12Q: 3 clusters Score -215284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -215287.312500 Penalty: 2406.983398
	Iteration 13Q: 3 clusters Score -215287.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -215294.937500 Penalty: 2406.983398
	Iteration 14Q: 3 clusters Score -215294.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -215303.531250 Penalty: 2406.983398
	Iteration 15Q: 3 clusters Score -215303.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -215310.890625 Penalty: 2406.983398
	Iteration 16Q: 3 clusters Score -215310.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -215315.703125 Penalty: 2406.983398
	Iteration 17Q: 3 clusters Score -215315.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -215321.562500 Penalty: 2406.983398
	Iteration 18Q: 3 clusters Score -215321.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -215326.296875 Penalty: 2406.983398
	Iteration 19Q: 3 clusters Score -215326.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -215328.953125 Penalty: 2406.983398
	Iteration 20F: 3 clusters Score -215329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -215334.921875 Penalty: 2406.983398
	Iteration 21Q: 3 clusters Score -215334.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -215340.906250 Penalty: 2406.983398
	Iteration 22Q: 3 clusters Score -215340.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -215348.890625 Penalty: 2406.983398
	Iteration 23Q: 3 clusters Score -215348.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -215354.875000 Penalty: 2406.983398
	Iteration 24Q: 3 clusters Score -215354.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -215360.546875 Penalty: 2406.983398
	Iteration 25Q: 3 clusters Score -215360.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -215367.312500 Penalty: 2406.983398
	Iteration 26Q: 3 clusters Score -215367.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -215375.171875 Penalty: 2406.983398
	Iteration 27Q: 3 clusters Score -215375.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -215380.312500 Penalty: 2406.983398
	Iteration 28Q: 3 clusters Score -215380.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -215387.515625 Penalty: 2406.983398
	Iteration 29Q: 3 clusters Score -215387.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -215399.796875 Penalty: 2406.983398
	Iteration 30Q: 3 clusters Score -215399.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -215423.062500 Penalty: 2406.983398
	Iteration 31Q: 3 clusters Score -215423.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -215456.359375 Penalty: 2406.983398
	Iteration 32Q: 3 clusters Score -215456.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -215490.609375 Penalty: 2406.983398
	Iteration 33Q: 3 clusters Score -215490.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -215527.640625 Penalty: 2406.983398
	Iteration 34Q: 3 clusters Score -215527.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -215575.640625 Penalty: 2406.983398
	Iteration 35Q: 3 clusters Score -215575.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -215625.062500 Penalty: 2406.983398
	Iteration 36Q: 3 clusters Score -215625.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -215683.296875 Penalty: 2406.983398
	Iteration 37Q: 3 clusters Score -215683.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -215722.375000 Penalty: 2406.983398
	Iteration 38Q: 3 clusters Score -215722.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -215746.203125 Penalty: 2406.983398
	Iteration 39Q: 3 clusters Score -215746.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -215760.796875 Penalty: 2406.983398
	Iteration 40F: 3 clusters Score -215760.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -215775.390625 Penalty: 2406.983398
	Iteration 41Q: 3 clusters Score -215775.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -215783.421875 Penalty: 2406.983398
	Iteration 42Q: 3 clusters Score -215783.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -215792.015625 Penalty: 2406.983398
	Iteration 43Q: 3 clusters Score -215792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -215797.390625 Penalty: 2406.983398
	Iteration 44Q: 3 clusters Score -215797.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -215801.546875 Penalty: 2406.983398
	Iteration 45Q: 3 clusters Score -215801.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -215803.515625 Penalty: 2406.983398
	Iteration 46Q: 3 clusters Score -215803.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -215804.156250 Penalty: 2406.983398
	Iteration 47Q: 3 clusters Score -215804.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -215806.109375 Penalty: 2406.983398
	Iteration 48Q: 3 clusters Score -215806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -215809.062500 Penalty: 2406.983398
	Iteration 49Q: 3 clusters Score -215809.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -215812.640625 Penalty: 2406.983398
	Iteration 50Q: 3 clusters Score -215812.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -215813.703125 Penalty: 2406.983398
	Iteration 51Q: 3 clusters Score -215813.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -215819.156250 Penalty: 2406.983398
	Iteration 52Q: 3 clusters Score -215819.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -215821.796875 Penalty: 2406.983398
	Iteration 53Q: 3 clusters Score -215821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -215823.140625 Penalty: 2406.983398
	Iteration 54Q: 3 clusters Score -215823.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -215824.015625 Penalty: 2406.983398
	Iteration 55Q: 3 clusters Score -215824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -215825.875000 Penalty: 2406.983398
	Iteration 56Q: 3 clusters Score -215825.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -215826.093750 Penalty: 2406.983398
	Iteration 57Q: 3 clusters Score -215826.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -215826.093750 Penalty: 2406.983398
	Iteration 58F: 3 clusters Score -215826.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (12459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Entering Unmasked Estep 
Score: -1893503.875000 Penalty: 1532.407227
	Iteration 0F: 2 clusters Score -1893504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1884838.625000 Penalty: 3064.814453
	Iteration 0F: 3 clusters Score -1884839 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1887634.750000 Penalty: 3064.814453
	Iteration 1F: 3 clusters Score -1887635 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1887871.750000 Penalty: 3064.814453
	Iteration 2F: 3 clusters Score -1887872 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1888060.875000 Penalty: 3064.814453
	Iteration 3Q: 3 clusters Score -1888061 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1888220.125000 Penalty: 3064.814453
	Iteration 4Q: 3 clusters Score -1888220 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1888379.875000 Penalty: 3064.814453
	Iteration 5Q: 3 clusters Score -1888380 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1888532.000000 Penalty: 3064.814453
	Iteration 6Q: 3 clusters Score -1888532 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1888697.250000 Penalty: 3064.814453
	Iteration 7Q: 3 clusters Score -1888697 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1888909.375000 Penalty: 3064.814453
	Iteration 8Q: 3 clusters Score -1888909 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1889211.125000 Penalty: 3064.814453
	Iteration 9Q: 3 clusters Score -1889211 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1889593.000000 Penalty: 3064.814453
	Iteration 10F: 3 clusters Score -1889593 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1889993.750000 Penalty: 3064.814453
	Iteration 11F: 3 clusters Score -1889994 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1890447.375000 Penalty: 3064.814453
	Iteration 12F: 3 clusters Score -1890447 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1890890.500000 Penalty: 3064.814453
	Iteration 13Q: 3 clusters Score -1890890 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1891268.000000 Penalty: 3064.814453
	Iteration 14Q: 3 clusters Score -1891268 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1891550.875000 Penalty: 3064.814453
	Iteration 15Q: 3 clusters Score -1891551 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1891733.500000 Penalty: 3064.814453
	Iteration 16Q: 3 clusters Score -1891734 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1891871.125000 Penalty: 3064.814453
	Iteration 17Q: 3 clusters Score -1891871 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1891969.250000 Penalty: 3064.814453
	Iteration 18Q: 3 clusters Score -1891969 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1892051.500000 Penalty: 3064.814453
	Iteration 19Q: 3 clusters Score -1892052 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1892105.375000 Penalty: 3064.814453
	Iteration 20F: 3 clusters Score -1892105 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1892148.500000 Penalty: 3064.814453
	Iteration 21Q: 3 clusters Score -1892148 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1892179.375000 Penalty: 3064.814453
	Iteration 22Q: 3 clusters Score -1892179 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1892201.125000 Penalty: 3064.814453
	Iteration 23Q: 3 clusters Score -1892201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1892206.500000 Penalty: 3064.814453
	Iteration 24Q: 3 clusters Score -1892206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1892213.500000 Penalty: 3064.814453
	Iteration 25Q: 3 clusters Score -1892214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1892220.000000 Penalty: 3064.814453
	Iteration 26Q: 3 clusters Score -1892220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1892221.875000 Penalty: 3064.814453
	Iteration 27Q: 3 clusters Score -1892222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1892227.250000 Penalty: 3064.814453
	Iteration 28Q: 3 clusters Score -1892227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1892230.125000 Penalty: 3064.814453
	Iteration 29Q: 3 clusters Score -1892230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1892231.375000 Penalty: 3064.814453
	Iteration 30Q: 3 clusters Score -1892231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1892233.500000 Penalty: 3064.814453
	Iteration 31Q: 3 clusters Score -1892234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1892234.500000 Penalty: 3064.814453
	Iteration 32Q: 3 clusters Score -1892234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1892235.375000 Penalty: 3064.814453
	Iteration 33Q: 3 clusters Score -1892235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1892238.750000 Penalty: 3064.814453
	Iteration 34Q: 3 clusters Score -1892239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1892239.875000 Penalty: 3064.814453
	Iteration 35Q: 3 clusters Score -1892240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1892245.250000 Penalty: 3064.814453
	Iteration 36Q: 3 clusters Score -1892245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1892251.875000 Penalty: 3064.814453
	Iteration 37Q: 3 clusters Score -1892252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1892252.250000 Penalty: 3064.814453
	Iteration 38Q: 3 clusters Score -1892252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1892259.750000 Penalty: 3064.814453
	Iteration 39Q: 3 clusters Score -1892260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1892259.625000 Penalty: 3064.814453
	Iteration 40F: 3 clusters Score -1892260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1892264.000000 Penalty: 3064.814453
	Iteration 41Q: 3 clusters Score -1892264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1892271.625000 Penalty: 3064.814453
	Iteration 42Q: 3 clusters Score -1892272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1892275.875000 Penalty: 3064.814453
	Iteration 43Q: 3 clusters Score -1892276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1892276.500000 Penalty: 3064.814453
	Iteration 44Q: 3 clusters Score -1892276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1892278.000000 Penalty: 3064.814453
	Iteration 45Q: 3 clusters Score -1892278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1892278.000000 Penalty: 3064.814453
	Iteration 46F: 3 clusters Score -1892278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (3726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Entering Unmasked Estep 
Score: -565546.312500 Penalty: 1336.252197
	Iteration 0F: 2 clusters Score -565546.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -562349.437500 Penalty: 2672.504395
	Iteration 0F: 3 clusters Score -562349.4 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -563164.875000 Penalty: 2672.504395
	Iteration 1F: 3 clusters Score -563164.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -563301.062500 Penalty: 2672.504395
	Iteration 2F: 3 clusters Score -563301.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -563394.625000 Penalty: 2672.504395
	Iteration 3Q: 3 clusters Score -563394.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -563455.187500 Penalty: 2672.504395
	Iteration 4Q: 3 clusters Score -563455.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -563502.687500 Penalty: 2672.504395
	Iteration 5Q: 3 clusters Score -563502.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -563537.437500 Penalty: 2672.504395
	Iteration 6Q: 3 clusters Score -563537.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -563570.437500 Penalty: 2672.504395
	Iteration 7Q: 3 clusters Score -563570.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -563606.937500 Penalty: 2672.504395
	Iteration 8Q: 3 clusters Score -563606.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -563633.250000 Penalty: 2672.504395
	Iteration 9Q: 3 clusters Score -563633.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -563656.312500 Penalty: 2672.504395
	Iteration 10Q: 3 clusters Score -563656.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -563682.812500 Penalty: 2672.504395
	Iteration 11Q: 3 clusters Score -563682.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -563706.937500 Penalty: 2672.504395
	Iteration 12Q: 3 clusters Score -563706.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -563734.562500 Penalty: 2672.504395
	Iteration 13Q: 3 clusters Score -563734.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -563763.812500 Penalty: 2672.504395
	Iteration 14Q: 3 clusters Score -563763.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -563793.187500 Penalty: 2672.504395
	Iteration 15Q: 3 clusters Score -563793.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -563818.562500 Penalty: 2672.504395
	Iteration 16Q: 3 clusters Score -563818.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -563839.750000 Penalty: 2672.504395
	Iteration 17Q: 3 clusters Score -563839.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -563855.937500 Penalty: 2672.504395
	Iteration 18Q: 3 clusters Score -563855.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -563870.375000 Penalty: 2672.504395
	Iteration 19Q: 3 clusters Score -563870.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -563881.875000 Penalty: 2672.504395
	Iteration 20F: 3 clusters Score -563881.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -563892.875000 Penalty: 2672.504395
	Iteration 21Q: 3 clusters Score -563892.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -563903.750000 Penalty: 2672.504395
	Iteration 22Q: 3 clusters Score -563903.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -563915.062500 Penalty: 2672.504395
	Iteration 23Q: 3 clusters Score -563915.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -563928.312500 Penalty: 2672.504395
	Iteration 24Q: 3 clusters Score -563928.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -563939.875000 Penalty: 2672.504395
	Iteration 25Q: 3 clusters Score -563939.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -563951.812500 Penalty: 2672.504395
	Iteration 26Q: 3 clusters Score -563951.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -563969.562500 Penalty: 2672.504395
	Iteration 27Q: 3 clusters Score -563969.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -563999.000000 Penalty: 2672.504395
	Iteration 28Q: 3 clusters Score -563999 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -564026.812500 Penalty: 2672.504395
	Iteration 29Q: 3 clusters Score -564026.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -564050.687500 Penalty: 2672.504395
	Iteration 30Q: 3 clusters Score -564050.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -564071.500000 Penalty: 2672.504395
	Iteration 31Q: 3 clusters Score -564071.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -564091.437500 Penalty: 2672.504395
	Iteration 32Q: 3 clusters Score -564091.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -564110.750000 Penalty: 2672.504395
	Iteration 33Q: 3 clusters Score -564110.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -564135.375000 Penalty: 2672.504395
	Iteration 34Q: 3 clusters Score -564135.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -564166.500000 Penalty: 2672.504395
	Iteration 35Q: 3 clusters Score -564166.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -564192.812500 Penalty: 2672.504395
	Iteration 36Q: 3 clusters Score -564192.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -564210.312500 Penalty: 2672.504395
	Iteration 37Q: 3 clusters Score -564210.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -564235.875000 Penalty: 2672.504395
	Iteration 38Q: 3 clusters Score -564235.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -564255.125000 Penalty: 2672.504395
	Iteration 39Q: 3 clusters Score -564255.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -564272.500000 Penalty: 2672.504395
	Iteration 40F: 3 clusters Score -564272.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -564286.000000 Penalty: 2672.504395
	Iteration 41Q: 3 clusters Score -564286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -564298.812500 Penalty: 2672.504395
	Iteration 42Q: 3 clusters Score -564298.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -564313.875000 Penalty: 2672.504395
	Iteration 43Q: 3 clusters Score -564313.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -564325.937500 Penalty: 2672.504395
	Iteration 44Q: 3 clusters Score -564325.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -564339.125000 Penalty: 2672.504395
	Iteration 45Q: 3 clusters Score -564339.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -564347.562500 Penalty: 2672.504395
	Iteration 46Q: 3 clusters Score -564347.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -564354.687500 Penalty: 2672.504395
	Iteration 47Q: 3 clusters Score -564354.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -564357.937500 Penalty: 2672.504395
	Iteration 48Q: 3 clusters Score -564357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -564359.250000 Penalty: 2672.504395
	Iteration 49Q: 3 clusters Score -564359.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -564359.250000 Penalty: 2672.504395
	Iteration 50F: 3 clusters Score -564359.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (19162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Entering Unmasked Estep 
Score: -2932745.500000 Penalty: 1602.361206
	Iteration 0F: 2 clusters Score -2932746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2920782.500000 Penalty: 3204.722412
	Iteration 0F: 3 clusters Score -2920782 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2925452.000000 Penalty: 3204.722412
	Iteration 1F: 3 clusters Score -2925452 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2925980.750000 Penalty: 3204.722412
	Iteration 2F: 3 clusters Score -2925981 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2926461.250000 Penalty: 3204.722412
	Iteration 3F: 3 clusters Score -2926461 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2926896.000000 Penalty: 3204.722412
	Iteration 4F: 3 clusters Score -2926896 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2927299.500000 Penalty: 3204.722412
	Iteration 5F: 3 clusters Score -2927300 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2927694.750000 Penalty: 3204.722412
	Iteration 6Q: 3 clusters Score -2927695 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2928052.250000 Penalty: 3204.722412
	Iteration 7Q: 3 clusters Score -2928052 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2928374.500000 Penalty: 3204.722412
	Iteration 8Q: 3 clusters Score -2928374 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2928708.250000 Penalty: 3204.722412
	Iteration 9Q: 3 clusters Score -2928708 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2929002.250000 Penalty: 3204.722412
	Iteration 10Q: 3 clusters Score -2929002 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2929290.500000 Penalty: 3204.722412
	Iteration 11Q: 3 clusters Score -2929290 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2929573.750000 Penalty: 3204.722412
	Iteration 12Q: 3 clusters Score -2929574 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2929748.250000 Penalty: 3204.722412
	Iteration 13Q: 3 clusters Score -2929748 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2929887.500000 Penalty: 3204.722412
	Iteration 14Q: 3 clusters Score -2929888 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2929976.500000 Penalty: 3204.722412
	Iteration 15Q: 3 clusters Score -2929976 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2930013.250000 Penalty: 3204.722412
	Iteration 16Q: 3 clusters Score -2930013 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2930048.750000 Penalty: 3204.722412
	Iteration 17Q: 3 clusters Score -2930049 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2930080.750000 Penalty: 3204.722412
	Iteration 18Q: 3 clusters Score -2930081 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2930094.750000 Penalty: 3204.722412
	Iteration 19Q: 3 clusters Score -2930095 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2930112.500000 Penalty: 3204.722412
	Iteration 20F: 3 clusters Score -2930112 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2930147.750000 Penalty: 3204.722412
	Iteration 21Q: 3 clusters Score -2930148 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2930176.000000 Penalty: 3204.722412
	Iteration 22Q: 3 clusters Score -2930176 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2930211.250000 Penalty: 3204.722412
	Iteration 23Q: 3 clusters Score -2930211 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2930238.750000 Penalty: 3204.722412
	Iteration 24Q: 3 clusters Score -2930239 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2930275.500000 Penalty: 3204.722412
	Iteration 25Q: 3 clusters Score -2930276 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2930305.750000 Penalty: 3204.722412
	Iteration 26Q: 3 clusters Score -2930306 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2930344.000000 Penalty: 3204.722412
	Iteration 27Q: 3 clusters Score -2930344 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2930369.000000 Penalty: 3204.722412
	Iteration 28Q: 3 clusters Score -2930369 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2930396.250000 Penalty: 3204.722412
	Iteration 29Q: 3 clusters Score -2930396 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2930428.250000 Penalty: 3204.722412
	Iteration 30Q: 3 clusters Score -2930428 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2930466.250000 Penalty: 3204.722412
	Iteration 31Q: 3 clusters Score -2930466 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2930504.250000 Penalty: 3204.722412
	Iteration 32Q: 3 clusters Score -2930504 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2930549.750000 Penalty: 3204.722412
	Iteration 33Q: 3 clusters Score -2930550 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2930596.500000 Penalty: 3204.722412
	Iteration 34Q: 3 clusters Score -2930596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2930625.000000 Penalty: 3204.722412
	Iteration 35Q: 3 clusters Score -2930625 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2930667.250000 Penalty: 3204.722412
	Iteration 36Q: 3 clusters Score -2930667 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2930707.750000 Penalty: 3204.722412
	Iteration 37Q: 3 clusters Score -2930708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2930753.000000 Penalty: 3204.722412
	Iteration 38Q: 3 clusters Score -2930753 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2930790.500000 Penalty: 3204.722412
	Iteration 39Q: 3 clusters Score -2930790 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2930849.750000 Penalty: 3204.722412
	Iteration 40F: 3 clusters Score -2930850 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2930891.750000 Penalty: 3204.722412
	Iteration 41Q: 3 clusters Score -2930892 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2930923.500000 Penalty: 3204.722412
	Iteration 42Q: 3 clusters Score -2930924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2930970.000000 Penalty: 3204.722412
	Iteration 43Q: 3 clusters Score -2930970 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2931005.750000 Penalty: 3204.722412
	Iteration 44Q: 3 clusters Score -2931006 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2931042.000000 Penalty: 3204.722412
	Iteration 45Q: 3 clusters Score -2931042 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2931065.000000 Penalty: 3204.722412
	Iteration 46Q: 3 clusters Score -2931065 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2931097.500000 Penalty: 3204.722412
	Iteration 47Q: 3 clusters Score -2931098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2931126.750000 Penalty: 3204.722412
	Iteration 48Q: 3 clusters Score -2931127 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2931158.000000 Penalty: 3204.722412
	Iteration 49Q: 3 clusters Score -2931158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2931173.750000 Penalty: 3204.722412
	Iteration 50Q: 3 clusters Score -2931174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2931195.500000 Penalty: 3204.722412
	Iteration 51Q: 3 clusters Score -2931196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2931213.250000 Penalty: 3204.722412
	Iteration 52Q: 3 clusters Score -2931213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2931232.500000 Penalty: 3204.722412
	Iteration 53Q: 3 clusters Score -2931232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2931249.250000 Penalty: 3204.722412
	Iteration 54Q: 3 clusters Score -2931249 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2931259.750000 Penalty: 3204.722412
	Iteration 55Q: 3 clusters Score -2931260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2931266.500000 Penalty: 3204.722412
	Iteration 56Q: 3 clusters Score -2931266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2931294.750000 Penalty: 3204.722412
	Iteration 57Q: 3 clusters Score -2931295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2931303.750000 Penalty: 3204.722412
	Iteration 58Q: 3 clusters Score -2931304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2931319.250000 Penalty: 3204.722412
	Iteration 59Q: 3 clusters Score -2931319 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2931339.500000 Penalty: 3204.722412
	Iteration 60F: 3 clusters Score -2931340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2931351.750000 Penalty: 3204.722412
	Iteration 61Q: 3 clusters Score -2931352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2931350.500000 Penalty: 3204.722412
	Iteration 62Q: 3 clusters Score -2931350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2931369.000000 Penalty: 3204.722412
	Iteration 63Q: 3 clusters Score -2931369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2931381.000000 Penalty: 3204.722412
	Iteration 64Q: 3 clusters Score -2931381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2931396.500000 Penalty: 3204.722412
	Iteration 65Q: 3 clusters Score -2931396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2931410.250000 Penalty: 3204.722412
	Iteration 66Q: 3 clusters Score -2931410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2931419.750000 Penalty: 3204.722412
	Iteration 67Q: 3 clusters Score -2931420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2931419.500000 Penalty: 3204.722412
	Iteration 68Q: 3 clusters Score -2931420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2931423.500000 Penalty: 3204.722412
	Iteration 69Q: 3 clusters Score -2931424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2931426.750000 Penalty: 3204.722412
	Iteration 70Q: 3 clusters Score -2931427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2931424.750000 Penalty: 3204.722412
	Iteration 71Q: 3 clusters Score -2931425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2931427.750000 Penalty: 3204.722412
	Iteration 72Q: 3 clusters Score -2931428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2931427.250000 Penalty: 3204.722412
	Iteration 73Q: 3 clusters Score -2931427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2931426.500000 Penalty: 3204.722412
	Iteration 74Q: 3 clusters Score -2931426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2931425.000000 Penalty: 3204.722412
	Iteration 75Q: 3 clusters Score -2931425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2931427.250000 Penalty: 3204.722412
	Iteration 76Q: 3 clusters Score -2931427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2931429.500000 Penalty: 3204.722412
	Iteration 77Q: 3 clusters Score -2931430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2931429.500000 Penalty: 3204.722412
	Iteration 78F: 3 clusters Score -2931430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 14477 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8278 members 
Mstep: Class 13 contains 4118 members 
Mstep: Class 14 contains 1050 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26845 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14120 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9468 members 
Mstep: Class 29 contains 14788 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 14060 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6924 members 
Mstep: Class 37 contains 9629 members 
Mstep: Class 38 contains 20418 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28979 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14670 members 
Mstep: Class 46 contains 14263 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20298 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13228 members 
Mstep: Class 56 contains 11840 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6706 members 
Mstep: Class 62 contains 19013 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14019 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8757 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20756 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16315 members 
Mstep: Class 77 contains 11960 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4121 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12459 members 
Mstep: Class 84 contains 3726 members 
Mstep: Class 85 contains 19162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932736.000000 Penalty: 183801.937500
Iteration 199Q: 86 clusters Score -8.593274e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 14478 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31427 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8279 members 
Mstep: Class 13 contains 4117 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 26849 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14109 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9467 members 
Mstep: Class 29 contains 14778 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 14040 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6920 members 
Mstep: Class 37 contains 9630 members 
Mstep: Class 38 contains 20417 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28982 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14672 members 
Mstep: Class 46 contains 14268 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20305 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13228 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14015 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6706 members 
Mstep: Class 62 contains 19009 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 14001 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8759 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20779 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16319 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4121 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12466 members 
Mstep: Class 84 contains 3727 members 
Mstep: Class 85 contains 19164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932624.000000 Penalty: 183801.937500
Iteration 200F: 86 clusters Score -8.593262e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 14480 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31426 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8280 members 
Mstep: Class 13 contains 4116 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26850 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14102 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9465 members 
Mstep: Class 29 contains 14773 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 14016 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6917 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 20415 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28984 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4992 members 
Mstep: Class 45 contains 14672 members 
Mstep: Class 46 contains 14270 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20314 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13228 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14014 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6706 members 
Mstep: Class 62 contains 19014 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 13984 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8759 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20810 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19694 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16322 members 
Mstep: Class 77 contains 11977 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4120 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12470 members 
Mstep: Class 84 contains 3728 members 
Mstep: Class 85 contains 19160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932696.000000 Penalty: 183801.937500
Iteration 201Q: 86 clusters Score -8.59327e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 14484 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31423 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8283 members 
Mstep: Class 13 contains 4116 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26847 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14091 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9463 members 
Mstep: Class 29 contains 14766 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 13997 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6911 members 
Mstep: Class 37 contains 9630 members 
Mstep: Class 38 contains 20414 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28986 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14675 members 
Mstep: Class 46 contains 14273 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20315 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13228 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14015 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6706 members 
Mstep: Class 62 contains 19016 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 13974 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8761 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20841 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16326 members 
Mstep: Class 77 contains 11984 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4118 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12477 members 
Mstep: Class 84 contains 3728 members 
Mstep: Class 85 contains 19158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932632.000000 Penalty: 183801.937500
Iteration 202Q: 86 clusters Score -8.593263e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 14488 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31420 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8284 members 
Mstep: Class 13 contains 4116 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26828 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14075 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9461 members 
Mstep: Class 29 contains 14756 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 13981 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6904 members 
Mstep: Class 37 contains 9630 members 
Mstep: Class 38 contains 20414 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28990 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4992 members 
Mstep: Class 45 contains 14676 members 
Mstep: Class 46 contains 14274 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20319 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13228 members 
Mstep: Class 56 contains 11840 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14015 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6708 members 
Mstep: Class 62 contains 19016 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 13963 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8761 members 
Mstep: Class 70 contains 787 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20880 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16335 members 
Mstep: Class 77 contains 11994 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4118 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12489 members 
Mstep: Class 84 contains 3728 members 
Mstep: Class 85 contains 19158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932584.000000 Penalty: 183801.937500
Iteration 203Q: 86 clusters Score -8.593258e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 14499 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31421 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8285 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26816 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14053 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10934 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9461 members 
Mstep: Class 29 contains 14745 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 13970 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6898 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 20414 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28988 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4992 members 
Mstep: Class 45 contains 14676 members 
Mstep: Class 46 contains 14276 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20321 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13228 members 
Mstep: Class 56 contains 11840 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14015 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6708 members 
Mstep: Class 62 contains 19017 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 13958 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8761 members 
Mstep: Class 70 contains 787 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20903 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16344 members 
Mstep: Class 77 contains 12007 members 
Mstep: Class 78 contains 3783 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4118 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12496 members 
Mstep: Class 84 contains 3728 members 
Mstep: Class 85 contains 19155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932704.000000 Penalty: 183801.937500
Iteration 204Q: 86 clusters Score -8.59327e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 14510 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31421 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8283 members 
Mstep: Class 13 contains 4114 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26802 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14035 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10934 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9462 members 
Mstep: Class 29 contains 14736 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 13953 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6892 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 20414 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28989 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14675 members 
Mstep: Class 46 contains 14280 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20326 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13227 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14015 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6707 members 
Mstep: Class 62 contains 19019 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 13953 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20935 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16354 members 
Mstep: Class 77 contains 12017 members 
Mstep: Class 78 contains 3782 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4118 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12506 members 
Mstep: Class 84 contains 3728 members 
Mstep: Class 85 contains 19146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932744.000000 Penalty: 183801.937500
Iteration 205Q: 86 clusters Score -8.593274e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 14520 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31419 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8285 members 
Mstep: Class 13 contains 4114 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26773 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14022 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10934 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9460 members 
Mstep: Class 29 contains 14728 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 13929 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6884 members 
Mstep: Class 37 contains 9634 members 
Mstep: Class 38 contains 20414 members 
Mstep: Class 39 contains 1980 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28990 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14686 members 
Mstep: Class 46 contains 14282 members 
Mstep: Class 47 contains 3702 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20334 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13227 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14015 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6705 members 
Mstep: Class 62 contains 19018 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 13952 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20970 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16360 members 
Mstep: Class 77 contains 12022 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4119 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12513 members 
Mstep: Class 84 contains 3728 members 
Mstep: Class 85 contains 19146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932696.000000 Penalty: 183801.937500
Iteration 206Q: 86 clusters Score -8.59327e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 14527 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31422 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8285 members 
Mstep: Class 13 contains 4114 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26745 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14014 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10934 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9457 members 
Mstep: Class 29 contains 14718 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 13900 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6879 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 20414 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28987 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14696 members 
Mstep: Class 46 contains 14284 members 
Mstep: Class 47 contains 3702 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20346 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13228 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14015 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6705 members 
Mstep: Class 62 contains 19017 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 13952 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21007 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16369 members 
Mstep: Class 77 contains 12023 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4119 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12520 members 
Mstep: Class 84 contains 3728 members 
Mstep: Class 85 contains 19145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932736.000000 Penalty: 183801.937500
Iteration 207Q: 86 clusters Score -8.593274e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 14537 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31425 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8285 members 
Mstep: Class 13 contains 4114 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26711 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 14002 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9456 members 
Mstep: Class 29 contains 14713 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 13879 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6872 members 
Mstep: Class 37 contains 9636 members 
Mstep: Class 38 contains 20414 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28984 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14705 members 
Mstep: Class 46 contains 14284 members 
Mstep: Class 47 contains 3704 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20359 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13227 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14015 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6703 members 
Mstep: Class 62 contains 19019 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 13949 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21054 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19692 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16379 members 
Mstep: Class 77 contains 12029 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4119 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12526 members 
Mstep: Class 84 contains 3728 members 
Mstep: Class 85 contains 19137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932680.000000 Penalty: 183801.937500
Iteration 208Q: 86 clusters Score -8.593268e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 14546 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31426 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8285 members 
Mstep: Class 13 contains 4114 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26684 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13995 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9455 members 
Mstep: Class 29 contains 14710 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 13858 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6869 members 
Mstep: Class 37 contains 9637 members 
Mstep: Class 38 contains 20418 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28981 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14706 members 
Mstep: Class 46 contains 14284 members 
Mstep: Class 47 contains 3705 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20364 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13226 members 
Mstep: Class 56 contains 11840 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6702 members 
Mstep: Class 62 contains 19019 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 13940 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21099 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16381 members 
Mstep: Class 77 contains 12027 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4119 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12539 members 
Mstep: Class 84 contains 3728 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932704.000000 Penalty: 183801.937500
Iteration 209Q: 86 clusters Score -8.59327e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10490 members 
Mstep: Class 5 contains 14551 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31430 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8290 members 
Mstep: Class 13 contains 4114 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26662 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13991 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9455 members 
Mstep: Class 29 contains 14709 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 13833 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6863 members 
Mstep: Class 37 contains 9638 members 
Mstep: Class 38 contains 20419 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28975 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14709 members 
Mstep: Class 46 contains 14284 members 
Mstep: Class 47 contains 3705 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20365 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13227 members 
Mstep: Class 56 contains 11840 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6701 members 
Mstep: Class 62 contains 19018 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 13929 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21141 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19692 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16382 members 
Mstep: Class 77 contains 12025 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4118 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12553 members 
Mstep: Class 84 contains 3728 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932696.000000 Penalty: 183801.937500
Iteration 210Q: 86 clusters Score -8.59327e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10490 members 
Mstep: Class 5 contains 14558 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31433 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8293 members 
Mstep: Class 13 contains 4114 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26638 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13979 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9455 members 
Mstep: Class 29 contains 14708 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 13799 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6856 members 
Mstep: Class 37 contains 9640 members 
Mstep: Class 38 contains 20424 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14713 members 
Mstep: Class 46 contains 14284 members 
Mstep: Class 47 contains 3705 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20366 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2227 members 
Mstep: Class 55 contains 13228 members 
Mstep: Class 56 contains 11840 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6702 members 
Mstep: Class 62 contains 19018 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 13917 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21187 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19691 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16383 members 
Mstep: Class 77 contains 12024 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4118 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12567 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932752.000000 Penalty: 183801.937500
Iteration 211Q: 86 clusters Score -8.593275e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 14562 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8291 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26611 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13977 members 
Mstep: Class 21 contains 4898 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9455 members 
Mstep: Class 29 contains 14708 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 13779 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6853 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 20424 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14720 members 
Mstep: Class 46 contains 14285 members 
Mstep: Class 47 contains 3705 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20379 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2226 members 
Mstep: Class 55 contains 13228 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6701 members 
Mstep: Class 62 contains 19018 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 13901 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21234 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19691 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12022 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4118 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12575 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932824.000000 Penalty: 183801.937500
Iteration 212Q: 86 clusters Score -8.593282e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 14570 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8289 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26579 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13970 members 
Mstep: Class 21 contains 4900 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9456 members 
Mstep: Class 29 contains 14708 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 13760 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6847 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 20426 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4989 members 
Mstep: Class 45 contains 14726 members 
Mstep: Class 46 contains 14286 members 
Mstep: Class 47 contains 3705 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20387 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2225 members 
Mstep: Class 55 contains 13229 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6700 members 
Mstep: Class 62 contains 19019 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 13893 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21274 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19691 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12019 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12587 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932672.000000 Penalty: 183801.937500
Iteration 213Q: 86 clusters Score -8.593267e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10487 members 
Mstep: Class 5 contains 14572 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8288 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26551 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13967 members 
Mstep: Class 21 contains 4904 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9456 members 
Mstep: Class 29 contains 14707 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 13758 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6840 members 
Mstep: Class 37 contains 9643 members 
Mstep: Class 38 contains 20427 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4988 members 
Mstep: Class 45 contains 14732 members 
Mstep: Class 46 contains 14287 members 
Mstep: Class 47 contains 3704 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20392 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2225 members 
Mstep: Class 55 contains 13230 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6700 members 
Mstep: Class 62 contains 19018 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 13887 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21292 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19691 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16387 members 
Mstep: Class 77 contains 12018 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12604 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932696.000000 Penalty: 183801.937500
Iteration 214Q: 86 clusters Score -8.59327e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10487 members 
Mstep: Class 5 contains 14574 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8291 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26533 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13967 members 
Mstep: Class 21 contains 4906 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9453 members 
Mstep: Class 29 contains 14708 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 13760 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6837 members 
Mstep: Class 37 contains 9641 members 
Mstep: Class 38 contains 20424 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4988 members 
Mstep: Class 45 contains 14733 members 
Mstep: Class 46 contains 14287 members 
Mstep: Class 47 contains 3704 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20400 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2224 members 
Mstep: Class 55 contains 13233 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6699 members 
Mstep: Class 62 contains 19018 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 13879 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21300 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19692 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16387 members 
Mstep: Class 77 contains 12017 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12614 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932736.000000 Penalty: 183801.937500
Iteration 215Q: 86 clusters Score -8.593274e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 14578 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6081 members 
Mstep: Class 12 contains 8292 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26516 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13963 members 
Mstep: Class 21 contains 4909 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9450 members 
Mstep: Class 29 contains 14708 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 13766 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6831 members 
Mstep: Class 37 contains 9637 members 
Mstep: Class 38 contains 20418 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4989 members 
Mstep: Class 45 contains 14735 members 
Mstep: Class 46 contains 14288 members 
Mstep: Class 47 contains 3704 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20396 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2224 members 
Mstep: Class 55 contains 13239 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6699 members 
Mstep: Class 62 contains 19018 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4454 members 
Mstep: Class 65 contains 13873 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21309 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16389 members 
Mstep: Class 77 contains 12017 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12633 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932744.000000 Penalty: 183801.937500
Iteration 216Q: 86 clusters Score -8.593274e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10487 members 
Mstep: Class 5 contains 14583 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6080 members 
Mstep: Class 12 contains 8291 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26497 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13961 members 
Mstep: Class 21 contains 4912 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9450 members 
Mstep: Class 29 contains 14707 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 13773 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6824 members 
Mstep: Class 37 contains 9636 members 
Mstep: Class 38 contains 20418 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14736 members 
Mstep: Class 46 contains 14290 members 
Mstep: Class 47 contains 3704 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20403 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2224 members 
Mstep: Class 55 contains 13242 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6698 members 
Mstep: Class 62 contains 19018 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4455 members 
Mstep: Class 65 contains 13865 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21318 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19692 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16390 members 
Mstep: Class 77 contains 12013 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12647 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932704.000000 Penalty: 183801.937500
Iteration 217Q: 86 clusters Score -8.59327e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 14586 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8287 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26471 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13956 members 
Mstep: Class 21 contains 4913 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9449 members 
Mstep: Class 29 contains 14707 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 13783 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6814 members 
Mstep: Class 37 contains 9636 members 
Mstep: Class 38 contains 20418 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14742 members 
Mstep: Class 46 contains 14289 members 
Mstep: Class 47 contains 3703 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20414 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2224 members 
Mstep: Class 55 contains 13244 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6696 members 
Mstep: Class 62 contains 19018 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13856 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21328 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19690 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16390 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4118 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12664 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932728.000000 Penalty: 183801.937500
Iteration 218Q: 86 clusters Score -8.593273e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 8280 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26457 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13952 members 
Mstep: Class 21 contains 4915 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9451 members 
Mstep: Class 29 contains 14707 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13792 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6810 members 
Mstep: Class 37 contains 9636 members 
Mstep: Class 38 contains 20418 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14745 members 
Mstep: Class 46 contains 14290 members 
Mstep: Class 47 contains 3702 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20430 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2223 members 
Mstep: Class 55 contains 13245 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6696 members 
Mstep: Class 62 contains 19018 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13839 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21336 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19690 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16390 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12667 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932800.000000 Penalty: 183801.937500
Iteration 219Q: 86 clusters Score -8.59328e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 8274 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26447 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13949 members 
Mstep: Class 21 contains 4916 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9449 members 
Mstep: Class 29 contains 14707 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6807 members 
Mstep: Class 37 contains 9636 members 
Mstep: Class 38 contains 20419 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14749 members 
Mstep: Class 46 contains 14291 members 
Mstep: Class 47 contains 3702 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20440 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2223 members 
Mstep: Class 55 contains 13245 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19018 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13834 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21340 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19690 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16390 members 
Mstep: Class 77 contains 12018 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12673 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932832.000000 Penalty: 183801.937500
Iteration 220F: 86 clusters Score -8.593283e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 14591 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8273 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26442 members 
Mstep: Class 18 contains 1391 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4917 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9447 members 
Mstep: Class 29 contains 14707 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13790 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6808 members 
Mstep: Class 37 contains 9636 members 
Mstep: Class 38 contains 20420 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14752 members 
Mstep: Class 46 contains 14292 members 
Mstep: Class 47 contains 3702 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20438 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2223 members 
Mstep: Class 55 contains 13245 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19018 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13832 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21340 members 
Mstep: Class 73 contains 3330 members 
Mstep: Class 74 contains 19690 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16390 members 
Mstep: Class 77 contains 12019 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12689 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932808.000000 Penalty: 183801.937500
Iteration 221Q: 86 clusters Score -8.593281e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 8272 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26434 members 
Mstep: Class 18 contains 1391 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13942 members 
Mstep: Class 21 contains 4918 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9447 members 
Mstep: Class 29 contains 14707 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13786 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6805 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 20420 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14760 members 
Mstep: Class 46 contains 14292 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20430 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2223 members 
Mstep: Class 55 contains 13246 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19018 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13832 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21346 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19690 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16389 members 
Mstep: Class 77 contains 12022 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12703 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932904.000000 Penalty: 183801.937500
Iteration 222Q: 86 clusters Score -8.59329e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 14594 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 8271 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26413 members 
Mstep: Class 18 contains 1391 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13938 members 
Mstep: Class 21 contains 4919 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9447 members 
Mstep: Class 29 contains 14707 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13775 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6804 members 
Mstep: Class 37 contains 9634 members 
Mstep: Class 38 contains 20419 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14761 members 
Mstep: Class 46 contains 14292 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20429 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2223 members 
Mstep: Class 55 contains 13247 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19018 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13832 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21363 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19690 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16388 members 
Mstep: Class 77 contains 12025 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12721 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932896.000000 Penalty: 183801.937500
Iteration 223Q: 86 clusters Score -8.59329e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 14594 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 8270 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26410 members 
Mstep: Class 18 contains 1391 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13940 members 
Mstep: Class 21 contains 4921 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9447 members 
Mstep: Class 29 contains 14708 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13760 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6802 members 
Mstep: Class 37 contains 9630 members 
Mstep: Class 38 contains 20417 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4989 members 
Mstep: Class 45 contains 14762 members 
Mstep: Class 46 contains 14292 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20430 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2223 members 
Mstep: Class 55 contains 13249 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19018 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13833 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21373 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19690 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12023 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12735 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932872.000000 Penalty: 183801.937500
Iteration 224Q: 86 clusters Score -8.593287e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10487 members 
Mstep: Class 5 contains 14594 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 8269 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26404 members 
Mstep: Class 18 contains 1391 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 4924 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9448 members 
Mstep: Class 29 contains 14708 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13749 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6799 members 
Mstep: Class 37 contains 9632 members 
Mstep: Class 38 contains 20414 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4989 members 
Mstep: Class 45 contains 14767 members 
Mstep: Class 46 contains 14292 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20427 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2222 members 
Mstep: Class 55 contains 13253 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19016 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13832 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21375 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19689 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12018 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12754 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932808.000000 Penalty: 183801.937500
Iteration 225Q: 86 clusters Score -8.593281e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10487 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 8268 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26415 members 
Mstep: Class 18 contains 1391 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4924 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9447 members 
Mstep: Class 29 contains 14708 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13743 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6796 members 
Mstep: Class 37 contains 9633 members 
Mstep: Class 38 contains 20417 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4988 members 
Mstep: Class 45 contains 14768 members 
Mstep: Class 46 contains 14292 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20420 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2222 members 
Mstep: Class 55 contains 13254 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19015 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13829 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21377 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19688 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12767 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932768.000000 Penalty: 183801.937500
Iteration 226Q: 86 clusters Score -8.593277e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10487 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 8269 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26405 members 
Mstep: Class 18 contains 1391 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13947 members 
Mstep: Class 21 contains 4925 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1242 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9445 members 
Mstep: Class 29 contains 14708 members 
Mstep: Class 30 contains 4121 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13730 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6793 members 
Mstep: Class 37 contains 9634 members 
Mstep: Class 38 contains 20412 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4989 members 
Mstep: Class 45 contains 14769 members 
Mstep: Class 46 contains 14292 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20413 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2222 members 
Mstep: Class 55 contains 13258 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19015 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13823 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21396 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19688 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12784 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932768.000000 Penalty: 183801.937500
Iteration 227Q: 86 clusters Score -8.593277e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10487 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 8270 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26374 members 
Mstep: Class 18 contains 1391 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4927 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9440 members 
Mstep: Class 29 contains 14708 members 
Mstep: Class 30 contains 4121 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13717 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6789 members 
Mstep: Class 37 contains 9632 members 
Mstep: Class 38 contains 20405 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14776 members 
Mstep: Class 46 contains 14292 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20406 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2222 members 
Mstep: Class 55 contains 13264 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19015 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13822 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21421 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19688 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12811 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932760.000000 Penalty: 183801.937500
Iteration 228Q: 86 clusters Score -8.593276e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10487 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 8270 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26329 members 
Mstep: Class 18 contains 1391 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 4928 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9437 members 
Mstep: Class 29 contains 14708 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13710 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6784 members 
Mstep: Class 37 contains 9632 members 
Mstep: Class 38 contains 20401 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14775 members 
Mstep: Class 46 contains 14292 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20401 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2222 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19015 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13820 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21440 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19690 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12857 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932880.000000 Penalty: 183801.937500
Iteration 229Q: 86 clusters Score -8.593288e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10486 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 8272 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26281 members 
Mstep: Class 18 contains 1391 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 4930 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9437 members 
Mstep: Class 29 contains 14707 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13699 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6780 members 
Mstep: Class 37 contains 9632 members 
Mstep: Class 38 contains 20398 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4989 members 
Mstep: Class 45 contains 14778 members 
Mstep: Class 46 contains 14292 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20402 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2222 members 
Mstep: Class 55 contains 13272 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19015 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13817 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21459 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19690 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12900 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932928.000000 Penalty: 183801.937500
Iteration 230Q: 86 clusters Score -8.593293e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 8275 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26237 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 4935 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9434 members 
Mstep: Class 29 contains 14706 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13697 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6775 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4988 members 
Mstep: Class 45 contains 14780 members 
Mstep: Class 46 contains 14292 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20407 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2222 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14018 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19015 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13812 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21473 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19688 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12940 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932880.000000 Penalty: 183801.937500
Iteration 231Q: 86 clusters Score -8.593288e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 8277 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26213 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 4935 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9431 members 
Mstep: Class 29 contains 14706 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13687 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6771 members 
Mstep: Class 37 contains 9632 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4987 members 
Mstep: Class 45 contains 14771 members 
Mstep: Class 46 contains 14292 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20399 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2222 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19015 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13806 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21484 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19691 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 12988 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932920.000000 Penalty: 183801.937500
Iteration 232Q: 86 clusters Score -8.593292e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 8277 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26179 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 4936 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1246 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9429 members 
Mstep: Class 29 contains 14706 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13673 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6768 members 
Mstep: Class 37 contains 9632 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4986 members 
Mstep: Class 45 contains 14772 members 
Mstep: Class 46 contains 14293 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20395 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2222 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19014 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13801 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2279 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21505 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19692 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13031 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932920.000000 Penalty: 183801.937500
Iteration 233Q: 86 clusters Score -8.593292e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 8278 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26127 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 4937 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 1247 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13664 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6764 members 
Mstep: Class 37 contains 9628 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4984 members 
Mstep: Class 45 contains 14765 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20406 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2222 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13792 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21536 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19694 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13077 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932856.000000 Penalty: 183801.937500
Iteration 234Q: 86 clusters Score -8.593286e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 8276 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26097 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 4941 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10934 members 
Mstep: Class 26 contains 1248 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13656 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6758 members 
Mstep: Class 37 contains 9628 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4983 members 
Mstep: Class 45 contains 14760 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20413 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13789 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21551 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1167 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13111 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932808.000000 Penalty: 183801.937500
Iteration 235Q: 86 clusters Score -8.593281e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 8277 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26070 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 4944 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1247 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13642 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6752 members 
Mstep: Class 37 contains 9626 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1193 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4984 members 
Mstep: Class 45 contains 14764 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20424 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13777 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21568 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19692 members 
Mstep: Class 75 contains 1168 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 995 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13138 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932760.000000 Penalty: 183801.937500
Iteration 236Q: 86 clusters Score -8.593276e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 8276 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26047 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13642 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6743 members 
Mstep: Class 37 contains 9627 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4983 members 
Mstep: Class 45 contains 14768 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20431 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1664 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13765 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21576 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19694 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 996 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13168 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932680.000000 Penalty: 183801.937500
Iteration 237Q: 86 clusters Score -8.593268e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8280 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 26014 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13646 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6735 members 
Mstep: Class 37 contains 9630 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4983 members 
Mstep: Class 45 contains 14773 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20456 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13743 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21577 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19694 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13199 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932688.000000 Penalty: 183801.937500
Iteration 238Q: 86 clusters Score -8.593269e+07 nChanged 147
Entering ConstructFrom: 
Score: -85932688.000000 Penalty: 183801.937500
Entering ConstructFrom: 
Trying to split cluster 1 (8859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Entering Unmasked Estep 
Score: -1314843.000000 Penalty: 1476.993286
	Iteration 0F: 2 clusters Score -1314843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1308382.250000 Penalty: 2953.986572
	Iteration 0F: 3 clusters Score -1308382 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1310499.875000 Penalty: 2953.986572
	Iteration 1F: 3 clusters Score -1310500 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1310724.500000 Penalty: 2953.986572
	Iteration 2F: 3 clusters Score -1310724 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1310895.375000 Penalty: 2953.986572
	Iteration 3Q: 3 clusters Score -1310895 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1311058.875000 Penalty: 2953.986572
	Iteration 4Q: 3 clusters Score -1311059 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1311219.125000 Penalty: 2953.986572
	Iteration 5Q: 3 clusters Score -1311219 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1311375.125000 Penalty: 2953.986572
	Iteration 6Q: 3 clusters Score -1311375 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1311539.500000 Penalty: 2953.986572
	Iteration 7Q: 3 clusters Score -1311540 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1311716.625000 Penalty: 2953.986572
	Iteration 8Q: 3 clusters Score -1311717 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1311918.625000 Penalty: 2953.986572
	Iteration 9Q: 3 clusters Score -1311919 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1312118.250000 Penalty: 2953.986572
	Iteration 10Q: 3 clusters Score -1312118 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1312314.875000 Penalty: 2953.986572
	Iteration 11Q: 3 clusters Score -1312315 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1312519.625000 Penalty: 2953.986572
	Iteration 12Q: 3 clusters Score -1312520 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1312713.875000 Penalty: 2953.986572
	Iteration 13Q: 3 clusters Score -1312714 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1312900.000000 Penalty: 2953.986572
	Iteration 14Q: 3 clusters Score -1312900 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1313051.125000 Penalty: 2953.986572
	Iteration 15Q: 3 clusters Score -1313051 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1313165.375000 Penalty: 2953.986572
	Iteration 16Q: 3 clusters Score -1313165 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1313262.000000 Penalty: 2953.986572
	Iteration 17Q: 3 clusters Score -1313262 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1313334.250000 Penalty: 2953.986572
	Iteration 18Q: 3 clusters Score -1313334 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1313385.875000 Penalty: 2953.986572
	Iteration 19Q: 3 clusters Score -1313386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1313421.875000 Penalty: 2953.986572
	Iteration 20F: 3 clusters Score -1313422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1313446.000000 Penalty: 2953.986572
	Iteration 21Q: 3 clusters Score -1313446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1313468.625000 Penalty: 2953.986572
	Iteration 22Q: 3 clusters Score -1313469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1313484.625000 Penalty: 2953.986572
	Iteration 23Q: 3 clusters Score -1313485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1313493.250000 Penalty: 2953.986572
	Iteration 24Q: 3 clusters Score -1313493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1313496.875000 Penalty: 2953.986572
	Iteration 25Q: 3 clusters Score -1313497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1313501.625000 Penalty: 2953.986572
	Iteration 26Q: 3 clusters Score -1313502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1313504.375000 Penalty: 2953.986572
	Iteration 27Q: 3 clusters Score -1313504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1313506.875000 Penalty: 2953.986572
	Iteration 28Q: 3 clusters Score -1313507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1313509.875000 Penalty: 2953.986572
	Iteration 29Q: 3 clusters Score -1313510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1313510.625000 Penalty: 2953.986572
	Iteration 30Q: 3 clusters Score -1313511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1313513.000000 Penalty: 2953.986572
	Iteration 31Q: 3 clusters Score -1313513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1313513.000000 Penalty: 2953.986572
	Iteration 32F: 3 clusters Score -1313513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Entering Unmasked Estep 
Score: -1620836.875000 Penalty: 1555.652466
	Iteration 0F: 2 clusters Score -1620837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1610875.625000 Penalty: 3111.304932
	Iteration 0F: 3 clusters Score -1610876 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1614545.750000 Penalty: 3111.304932
	Iteration 1F: 3 clusters Score -1614546 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1615215.250000 Penalty: 3111.304932
	Iteration 2F: 3 clusters Score -1615215 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1615783.625000 Penalty: 3111.304932
	Iteration 3F: 3 clusters Score -1615784 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1616260.000000 Penalty: 3111.304932
	Iteration 4F: 3 clusters Score -1616260 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1616714.125000 Penalty: 3111.304932
	Iteration 5F: 3 clusters Score -1616714 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1617197.000000 Penalty: 3111.304932
	Iteration 6F: 3 clusters Score -1617197 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1617711.125000 Penalty: 3111.304932
	Iteration 7F: 3 clusters Score -1617711 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1618240.250000 Penalty: 3111.304932
	Iteration 8Q: 3 clusters Score -1618240 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1618748.750000 Penalty: 3111.304932
	Iteration 9Q: 3 clusters Score -1618749 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1619213.000000 Penalty: 3111.304932
	Iteration 10Q: 3 clusters Score -1619213 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1619616.000000 Penalty: 3111.304932
	Iteration 11Q: 3 clusters Score -1619616 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1619853.000000 Penalty: 3111.304932
	Iteration 12Q: 3 clusters Score -1619853 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1619959.250000 Penalty: 3111.304932
	Iteration 13Q: 3 clusters Score -1619959 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1620020.750000 Penalty: 3111.304932
	Iteration 14Q: 3 clusters Score -1620021 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1620058.250000 Penalty: 3111.304932
	Iteration 15Q: 3 clusters Score -1620058 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1620073.750000 Penalty: 3111.304932
	Iteration 16Q: 3 clusters Score -1620074 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1620098.375000 Penalty: 3111.304932
	Iteration 17Q: 3 clusters Score -1620098 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1620105.000000 Penalty: 3111.304932
	Iteration 18Q: 3 clusters Score -1620105 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1620120.250000 Penalty: 3111.304932
	Iteration 19Q: 3 clusters Score -1620120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1620131.750000 Penalty: 3111.304932
	Iteration 20F: 3 clusters Score -1620132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1620138.250000 Penalty: 3111.304932
	Iteration 21Q: 3 clusters Score -1620138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1620156.625000 Penalty: 3111.304932
	Iteration 22Q: 3 clusters Score -1620157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1620160.875000 Penalty: 3111.304932
	Iteration 23Q: 3 clusters Score -1620161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1620168.125000 Penalty: 3111.304932
	Iteration 24Q: 3 clusters Score -1620168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1620166.625000 Penalty: 3111.304932
	Iteration 25Q: 3 clusters Score -1620167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1620172.500000 Penalty: 3111.304932
	Iteration 26Q: 3 clusters Score -1620172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1620173.125000 Penalty: 3111.304932
	Iteration 27Q: 3 clusters Score -1620173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1620174.625000 Penalty: 3111.304932
	Iteration 28Q: 3 clusters Score -1620175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1620173.625000 Penalty: 3111.304932
	Iteration 29Q: 3 clusters Score -1620174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1620174.375000 Penalty: 3111.304932
	Iteration 30Q: 3 clusters Score -1620174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1620174.000000 Penalty: 3111.304932
	Iteration 31Q: 3 clusters Score -1620174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1620173.750000 Penalty: 3111.304932
	Iteration 32Q: 3 clusters Score -1620174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1620174.500000 Penalty: 3111.304932
	Iteration 33Q: 3 clusters Score -1620174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1620173.250000 Penalty: 3111.304932
	Iteration 34Q: 3 clusters Score -1620173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1620177.875000 Penalty: 3111.304932
	Iteration 35Q: 3 clusters Score -1620178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1620175.000000 Penalty: 3111.304932
	Iteration 36Q: 3 clusters Score -1620175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1620174.875000 Penalty: 3111.304932
	Iteration 37Q: 3 clusters Score -1620175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1620179.750000 Penalty: 3111.304932
	Iteration 38Q: 3 clusters Score -1620180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1620182.875000 Penalty: 3111.304932
	Iteration 39Q: 3 clusters Score -1620183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1620183.750000 Penalty: 3111.304932
	Iteration 40F: 3 clusters Score -1620184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1620188.625000 Penalty: 3111.304932
	Iteration 41Q: 3 clusters Score -1620189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1620189.875000 Penalty: 3111.304932
	Iteration 42Q: 3 clusters Score -1620190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1620192.875000 Penalty: 3111.304932
	Iteration 43Q: 3 clusters Score -1620193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1620200.375000 Penalty: 3111.304932
	Iteration 44Q: 3 clusters Score -1620200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1620203.875000 Penalty: 3111.304932
	Iteration 45Q: 3 clusters Score -1620204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1620205.250000 Penalty: 3111.304932
	Iteration 46Q: 3 clusters Score -1620205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1620208.750000 Penalty: 3111.304932
	Iteration 47Q: 3 clusters Score -1620209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1620209.125000 Penalty: 3111.304932
	Iteration 48Q: 3 clusters Score -1620209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1620213.000000 Penalty: 3111.304932
	Iteration 49Q: 3 clusters Score -1620213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1620211.500000 Penalty: 3111.304932
	Iteration 50Q: 3 clusters Score -1620212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1620213.500000 Penalty: 3111.304932
	Iteration 51Q: 3 clusters Score -1620214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1620216.500000 Penalty: 3111.304932
	Iteration 52Q: 3 clusters Score -1620216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1620213.625000 Penalty: 3111.304932
	Iteration 53Q: 3 clusters Score -1620214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1620214.750000 Penalty: 3111.304932
	Iteration 54Q: 3 clusters Score -1620215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1620214.750000 Penalty: 3111.304932
	Iteration 55F: 3 clusters Score -1620215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -16312.937500 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -16312.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15757.521484 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -15757.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15893.158203 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -15893.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15959.268555 Penalty: 1687.711060
	Iteration 2F: 3 clusters Score -15959.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15983.565430 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -15983.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15993.764648 Penalty: 1687.711060
	Iteration 4Q: 3 clusters Score -15993.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15995.963867 Penalty: 1687.711060
	Iteration 5Q: 3 clusters Score -15995.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15995.963867 Penalty: 1687.711060
	Iteration 6F: 3 clusters Score -15995.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Entering Unmasked Estep 
Score: -1561739.000000 Penalty: 1504.376343
	Iteration 0F: 2 clusters Score -1561739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1554269.000000 Penalty: 3008.752686
	Iteration 0F: 3 clusters Score -1554269 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1556745.875000 Penalty: 3008.752686
	Iteration 1F: 3 clusters Score -1556746 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1557001.500000 Penalty: 3008.752686
	Iteration 2F: 3 clusters Score -1557002 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1557198.875000 Penalty: 3008.752686
	Iteration 3Q: 3 clusters Score -1557199 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1557366.625000 Penalty: 3008.752686
	Iteration 4Q: 3 clusters Score -1557367 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1557534.625000 Penalty: 3008.752686
	Iteration 5Q: 3 clusters Score -1557535 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1557680.875000 Penalty: 3008.752686
	Iteration 6Q: 3 clusters Score -1557681 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1557812.625000 Penalty: 3008.752686
	Iteration 7Q: 3 clusters Score -1557813 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1557963.750000 Penalty: 3008.752686
	Iteration 8Q: 3 clusters Score -1557964 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1558111.750000 Penalty: 3008.752686
	Iteration 9Q: 3 clusters Score -1558112 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1558314.375000 Penalty: 3008.752686
	Iteration 10Q: 3 clusters Score -1558314 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1558553.750000 Penalty: 3008.752686
	Iteration 11Q: 3 clusters Score -1558554 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1558854.375000 Penalty: 3008.752686
	Iteration 12Q: 3 clusters Score -1558854 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1559209.500000 Penalty: 3008.752686
	Iteration 13Q: 3 clusters Score -1559210 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1559558.125000 Penalty: 3008.752686
	Iteration 14Q: 3 clusters Score -1559558 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1559854.750000 Penalty: 3008.752686
	Iteration 15Q: 3 clusters Score -1559855 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1560110.875000 Penalty: 3008.752686
	Iteration 16Q: 3 clusters Score -1560111 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1560301.875000 Penalty: 3008.752686
	Iteration 17Q: 3 clusters Score -1560302 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1560440.000000 Penalty: 3008.752686
	Iteration 18Q: 3 clusters Score -1560440 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1560553.000000 Penalty: 3008.752686
	Iteration 19Q: 3 clusters Score -1560553 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1560627.000000 Penalty: 3008.752686
	Iteration 20F: 3 clusters Score -1560627 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1560698.500000 Penalty: 3008.752686
	Iteration 21Q: 3 clusters Score -1560698 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1560747.625000 Penalty: 3008.752686
	Iteration 22Q: 3 clusters Score -1560748 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1560793.375000 Penalty: 3008.752686
	Iteration 23Q: 3 clusters Score -1560793 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1560838.625000 Penalty: 3008.752686
	Iteration 24Q: 3 clusters Score -1560839 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1560856.000000 Penalty: 3008.752686
	Iteration 25Q: 3 clusters Score -1560856 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1560883.125000 Penalty: 3008.752686
	Iteration 26Q: 3 clusters Score -1560883 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1560917.250000 Penalty: 3008.752686
	Iteration 27Q: 3 clusters Score -1560917 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1560944.875000 Penalty: 3008.752686
	Iteration 28Q: 3 clusters Score -1560945 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1560972.125000 Penalty: 3008.752686
	Iteration 29Q: 3 clusters Score -1560972 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1560999.750000 Penalty: 3008.752686
	Iteration 30Q: 3 clusters Score -1561000 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1561017.125000 Penalty: 3008.752686
	Iteration 31Q: 3 clusters Score -1561017 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1561031.375000 Penalty: 3008.752686
	Iteration 32Q: 3 clusters Score -1561031 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1561044.500000 Penalty: 3008.752686
	Iteration 33Q: 3 clusters Score -1561044 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1561056.000000 Penalty: 3008.752686
	Iteration 34Q: 3 clusters Score -1561056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1561064.500000 Penalty: 3008.752686
	Iteration 35Q: 3 clusters Score -1561064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1561070.000000 Penalty: 3008.752686
	Iteration 36Q: 3 clusters Score -1561070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1561068.750000 Penalty: 3008.752686
	Iteration 37Q: 3 clusters Score -1561069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1561066.750000 Penalty: 3008.752686
	Iteration 38Q: 3 clusters Score -1561067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1561074.125000 Penalty: 3008.752686
	Iteration 39Q: 3 clusters Score -1561074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1561077.000000 Penalty: 3008.752686
	Iteration 40F: 3 clusters Score -1561077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1561082.875000 Penalty: 3008.752686
	Iteration 41Q: 3 clusters Score -1561083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1561085.250000 Penalty: 3008.752686
	Iteration 42Q: 3 clusters Score -1561085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1561085.000000 Penalty: 3008.752686
	Iteration 43Q: 3 clusters Score -1561085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1561084.500000 Penalty: 3008.752686
	Iteration 44Q: 3 clusters Score -1561084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1561081.000000 Penalty: 3008.752686
	Iteration 45Q: 3 clusters Score -1561081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1561079.125000 Penalty: 3008.752686
	Iteration 46Q: 3 clusters Score -1561079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1561081.125000 Penalty: 3008.752686
	Iteration 47Q: 3 clusters Score -1561081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1561079.875000 Penalty: 3008.752686
	Iteration 48Q: 3 clusters Score -1561080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1561081.875000 Penalty: 3008.752686
	Iteration 49Q: 3 clusters Score -1561082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1561084.125000 Penalty: 3008.752686
	Iteration 50Q: 3 clusters Score -1561084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1561085.500000 Penalty: 3008.752686
	Iteration 51Q: 3 clusters Score -1561086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1561088.125000 Penalty: 3008.752686
	Iteration 52Q: 3 clusters Score -1561088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1561094.000000 Penalty: 3008.752686
	Iteration 53Q: 3 clusters Score -1561094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1561096.625000 Penalty: 3008.752686
	Iteration 54Q: 3 clusters Score -1561097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1561095.500000 Penalty: 3008.752686
	Iteration 55Q: 3 clusters Score -1561096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1561094.500000 Penalty: 3008.752686
	Iteration 56Q: 3 clusters Score -1561094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1561093.125000 Penalty: 3008.752686
	Iteration 57Q: 3 clusters Score -1561093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1561097.000000 Penalty: 3008.752686
	Iteration 58Q: 3 clusters Score -1561097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1561095.875000 Penalty: 3008.752686
	Iteration 59Q: 3 clusters Score -1561096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1561096.500000 Penalty: 3008.752686
	Iteration 60F: 3 clusters Score -1561096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1561098.125000 Penalty: 3008.752686
	Iteration 61Q: 3 clusters Score -1561098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1561098.375000 Penalty: 3008.752686
	Iteration 62Q: 3 clusters Score -1561098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1561097.625000 Penalty: 3008.752686
	Iteration 63Q: 3 clusters Score -1561098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1561097.875000 Penalty: 3008.752686
	Iteration 64Q: 3 clusters Score -1561098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1561097.875000 Penalty: 3008.752686
	Iteration 65F: 3 clusters Score -1561098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Entering Unmasked Estep 
Score: -2218683.250000 Penalty: 1558.098267
	Iteration 0F: 2 clusters Score -2218683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2208891.750000 Penalty: 3116.196533
	Iteration 0F: 3 clusters Score -2208892 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2212245.000000 Penalty: 3116.196533
	Iteration 1F: 3 clusters Score -2212245 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2212538.250000 Penalty: 3116.196533
	Iteration 2F: 3 clusters Score -2212538 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2212835.250000 Penalty: 3116.196533
	Iteration 3F: 3 clusters Score -2212835 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2213139.000000 Penalty: 3116.196533
	Iteration 4Q: 3 clusters Score -2213139 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2213521.000000 Penalty: 3116.196533
	Iteration 5F: 3 clusters Score -2213521 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2213987.750000 Penalty: 3116.196533
	Iteration 6F: 3 clusters Score -2213988 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2214613.500000 Penalty: 3116.196533
	Iteration 7F: 3 clusters Score -2214614 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2215309.750000 Penalty: 3116.196533
	Iteration 8F: 3 clusters Score -2215310 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2216001.000000 Penalty: 3116.196533
	Iteration 9F: 3 clusters Score -2216001 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2216473.250000 Penalty: 3116.196533
	Iteration 10Q: 3 clusters Score -2216473 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2216769.500000 Penalty: 3116.196533
	Iteration 11Q: 3 clusters Score -2216770 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2216949.250000 Penalty: 3116.196533
	Iteration 12Q: 3 clusters Score -2216949 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2217061.250000 Penalty: 3116.196533
	Iteration 13Q: 3 clusters Score -2217061 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2217148.250000 Penalty: 3116.196533
	Iteration 14Q: 3 clusters Score -2217148 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2217207.000000 Penalty: 3116.196533
	Iteration 15Q: 3 clusters Score -2217207 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2217241.000000 Penalty: 3116.196533
	Iteration 16Q: 3 clusters Score -2217241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2217260.750000 Penalty: 3116.196533
	Iteration 17Q: 3 clusters Score -2217261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2217285.750000 Penalty: 3116.196533
	Iteration 18Q: 3 clusters Score -2217286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2217308.750000 Penalty: 3116.196533
	Iteration 19Q: 3 clusters Score -2217309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2217322.500000 Penalty: 3116.196533
	Iteration 20F: 3 clusters Score -2217322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2217344.500000 Penalty: 3116.196533
	Iteration 21Q: 3 clusters Score -2217344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2217349.250000 Penalty: 3116.196533
	Iteration 22Q: 3 clusters Score -2217349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2217359.750000 Penalty: 3116.196533
	Iteration 23Q: 3 clusters Score -2217360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2217365.750000 Penalty: 3116.196533
	Iteration 24Q: 3 clusters Score -2217366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2217368.500000 Penalty: 3116.196533
	Iteration 25Q: 3 clusters Score -2217368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2217369.000000 Penalty: 3116.196533
	Iteration 26Q: 3 clusters Score -2217369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2217369.000000 Penalty: 3116.196533
	Iteration 27F: 3 clusters Score -2217369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Entering Unmasked Estep 
Score: -937932.437500 Penalty: 1431.238525
	Iteration 0F: 2 clusters Score -937932.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -932846.812500 Penalty: 2862.477051
	Iteration 0F: 3 clusters Score -932846.8 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -934474.000000 Penalty: 2862.477051
	Iteration 1F: 3 clusters Score -934474 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -934783.187500 Penalty: 2862.477051
	Iteration 2F: 3 clusters Score -934783.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -935037.000000 Penalty: 2862.477051
	Iteration 3F: 3 clusters Score -935037 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -935293.375000 Penalty: 2862.477051
	Iteration 4F: 3 clusters Score -935293.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -935585.750000 Penalty: 2862.477051
	Iteration 5F: 3 clusters Score -935585.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -935942.250000 Penalty: 2862.477051
	Iteration 6F: 3 clusters Score -935942.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -936374.375000 Penalty: 2862.477051
	Iteration 7F: 3 clusters Score -936374.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -936830.000000 Penalty: 2862.477051
	Iteration 8F: 3 clusters Score -936830 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -937169.187500 Penalty: 2862.477051
	Iteration 9F: 3 clusters Score -937169.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -937357.125000 Penalty: 2862.477051
	Iteration 10Q: 3 clusters Score -937357.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -937456.062500 Penalty: 2862.477051
	Iteration 11Q: 3 clusters Score -937456.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -937484.875000 Penalty: 2862.477051
	Iteration 12Q: 3 clusters Score -937484.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -937496.187500 Penalty: 2862.477051
	Iteration 13Q: 3 clusters Score -937496.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -937503.875000 Penalty: 2862.477051
	Iteration 14Q: 3 clusters Score -937503.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -937504.937500 Penalty: 2862.477051
	Iteration 15Q: 3 clusters Score -937504.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -937506.437500 Penalty: 2862.477051
	Iteration 16Q: 3 clusters Score -937506.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -937507.250000 Penalty: 2862.477051
	Iteration 17Q: 3 clusters Score -937507.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -937510.937500 Penalty: 2862.477051
	Iteration 18Q: 3 clusters Score -937510.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -937509.875000 Penalty: 2862.477051
	Iteration 19Q: 3 clusters Score -937509.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -937510.250000 Penalty: 2862.477051
	Iteration 20F: 3 clusters Score -937510.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -937510.687500 Penalty: 2862.477051
	Iteration 21Q: 3 clusters Score -937510.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -937511.062500 Penalty: 2862.477051
	Iteration 22Q: 3 clusters Score -937511.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -937512.250000 Penalty: 2862.477051
	Iteration 23Q: 3 clusters Score -937512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -937512.687500 Penalty: 2862.477051
	Iteration 24Q: 3 clusters Score -937512.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -937511.875000 Penalty: 2862.477051
	Iteration 25Q: 3 clusters Score -937511.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -937511.500000 Penalty: 2862.477051
	Iteration 26Q: 3 clusters Score -937511.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -937511.500000 Penalty: 2862.477051
	Iteration 27F: 3 clusters Score -937511.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -108245.664062 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -108245.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -107026.195312 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -107026.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -107325.257812 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -107325.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -107536.218750 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -107536.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -107703.664062 Penalty: 2167.174072
	Iteration 3F: 3 clusters Score -107703.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -107796.523438 Penalty: 2167.174072
	Iteration 4F: 3 clusters Score -107796.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -107825.437500 Penalty: 2167.174072
	Iteration 5Q: 3 clusters Score -107825.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -107844.570312 Penalty: 2167.174072
	Iteration 6Q: 3 clusters Score -107844.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -107860.937500 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -107860.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -107871.820312 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -107871.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -107883.171875 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -107883.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -107894.414062 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -107894.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -107899.140625 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -107899.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -107899.140625 Penalty: 2167.174072
	Iteration 12F: 3 clusters Score -107899.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Entering Unmasked Estep 
Score: -4775910.500000 Penalty: 1682.776855
	Iteration 0F: 2 clusters Score -4775910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -4757315.000000 Penalty: 3365.553711
	Iteration 0F: 3 clusters Score -4757315 nChanged 14463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -4765612.000000 Penalty: 3365.553711
	Iteration 1F: 3 clusters Score -4765612 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -4766201.000000 Penalty: 3365.553711
	Iteration 2F: 3 clusters Score -4766201 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -4766995.000000 Penalty: 3365.553711
	Iteration 3F: 3 clusters Score -4766995 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -4768074.000000 Penalty: 3365.553711
	Iteration 4F: 3 clusters Score -4768074 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -4769228.000000 Penalty: 3365.553711
	Iteration 5F: 3 clusters Score -4769228 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -4770211.500000 Penalty: 3365.553711
	Iteration 6F: 3 clusters Score -4770212 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -4771054.000000 Penalty: 3365.553711
	Iteration 7F: 3 clusters Score -4771054 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -4771797.500000 Penalty: 3365.553711
	Iteration 8Q: 3 clusters Score -4771798 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -4772362.000000 Penalty: 3365.553711
	Iteration 9Q: 3 clusters Score -4772362 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -4772756.000000 Penalty: 3365.553711
	Iteration 10Q: 3 clusters Score -4772756 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -4772970.000000 Penalty: 3365.553711
	Iteration 11Q: 3 clusters Score -4772970 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -4773093.000000 Penalty: 3365.553711
	Iteration 12Q: 3 clusters Score -4773093 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -4773131.000000 Penalty: 3365.553711
	Iteration 13Q: 3 clusters Score -4773131 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -4773152.000000 Penalty: 3365.553711
	Iteration 14Q: 3 clusters Score -4773152 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -4773180.000000 Penalty: 3365.553711
	Iteration 15Q: 3 clusters Score -4773180 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -4773234.500000 Penalty: 3365.553711
	Iteration 16Q: 3 clusters Score -4773234 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -4773266.000000 Penalty: 3365.553711
	Iteration 17Q: 3 clusters Score -4773266 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -4773308.500000 Penalty: 3365.553711
	Iteration 18Q: 3 clusters Score -4773308 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -4773363.000000 Penalty: 3365.553711
	Iteration 19Q: 3 clusters Score -4773363 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -4773409.000000 Penalty: 3365.553711
	Iteration 20F: 3 clusters Score -4773409 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -4773472.000000 Penalty: 3365.553711
	Iteration 21Q: 3 clusters Score -4773472 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -4773517.500000 Penalty: 3365.553711
	Iteration 22Q: 3 clusters Score -4773518 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -4773595.500000 Penalty: 3365.553711
	Iteration 23Q: 3 clusters Score -4773596 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -4773662.000000 Penalty: 3365.553711
	Iteration 24Q: 3 clusters Score -4773662 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -4773746.500000 Penalty: 3365.553711
	Iteration 25Q: 3 clusters Score -4773746 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -4773807.500000 Penalty: 3365.553711
	Iteration 26Q: 3 clusters Score -4773808 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -4773883.500000 Penalty: 3365.553711
	Iteration 27Q: 3 clusters Score -4773884 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -4773930.500000 Penalty: 3365.553711
	Iteration 28Q: 3 clusters Score -4773930 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -4773992.500000 Penalty: 3365.553711
	Iteration 29Q: 3 clusters Score -4773992 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -4774073.000000 Penalty: 3365.553711
	Iteration 30Q: 3 clusters Score -4774073 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -4774139.000000 Penalty: 3365.553711
	Iteration 31Q: 3 clusters Score -4774139 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -4774176.000000 Penalty: 3365.553711
	Iteration 32Q: 3 clusters Score -4774176 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -4774247.000000 Penalty: 3365.553711
	Iteration 33Q: 3 clusters Score -4774247 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -4774304.000000 Penalty: 3365.553711
	Iteration 34Q: 3 clusters Score -4774304 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -4774337.500000 Penalty: 3365.553711
	Iteration 35Q: 3 clusters Score -4774338 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -4774374.000000 Penalty: 3365.553711
	Iteration 36Q: 3 clusters Score -4774374 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -4774404.500000 Penalty: 3365.553711
	Iteration 37Q: 3 clusters Score -4774404 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -4774442.500000 Penalty: 3365.553711
	Iteration 38Q: 3 clusters Score -4774442 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -4774474.500000 Penalty: 3365.553711
	Iteration 39Q: 3 clusters Score -4774474 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -4774488.500000 Penalty: 3365.553711
	Iteration 40F: 3 clusters Score -4774488 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -4774495.500000 Penalty: 3365.553711
	Iteration 41Q: 3 clusters Score -4774496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -4774507.500000 Penalty: 3365.553711
	Iteration 42Q: 3 clusters Score -4774508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -4774517.500000 Penalty: 3365.553711
	Iteration 43Q: 3 clusters Score -4774518 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -4774534.000000 Penalty: 3365.553711
	Iteration 44Q: 3 clusters Score -4774534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -4774547.500000 Penalty: 3365.553711
	Iteration 45Q: 3 clusters Score -4774548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -4774545.500000 Penalty: 3365.553711
	Iteration 46Q: 3 clusters Score -4774546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -4774550.000000 Penalty: 3365.553711
	Iteration 47Q: 3 clusters Score -4774550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -4774553.500000 Penalty: 3365.553711
	Iteration 48Q: 3 clusters Score -4774554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -4774551.500000 Penalty: 3365.553711
	Iteration 49Q: 3 clusters Score -4774552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -4774546.500000 Penalty: 3365.553711
	Iteration 50Q: 3 clusters Score -4774546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -4774557.500000 Penalty: 3365.553711
	Iteration 51Q: 3 clusters Score -4774558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -4774568.000000 Penalty: 3365.553711
	Iteration 52Q: 3 clusters Score -4774568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -4774573.000000 Penalty: 3365.553711
	Iteration 53Q: 3 clusters Score -4774573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -4774574.000000 Penalty: 3365.553711
	Iteration 54Q: 3 clusters Score -4774574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -4774574.000000 Penalty: 3365.553711
	Iteration 55Q: 3 clusters Score -4774574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -4774584.500000 Penalty: 3365.553711
	Iteration 56Q: 3 clusters Score -4774584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -4774587.000000 Penalty: 3365.553711
	Iteration 57Q: 3 clusters Score -4774587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -4774590.500000 Penalty: 3365.553711
	Iteration 58Q: 3 clusters Score -4774590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -4774591.000000 Penalty: 3365.553711
	Iteration 59Q: 3 clusters Score -4774591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -4774583.500000 Penalty: 3365.553711
	Iteration 60F: 3 clusters Score -4774584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -4774580.000000 Penalty: 3365.553711
	Iteration 61Q: 3 clusters Score -4774580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -4774586.500000 Penalty: 3365.553711
	Iteration 62Q: 3 clusters Score -4774586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -4774588.000000 Penalty: 3365.553711
	Iteration 63Q: 3 clusters Score -4774588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -4774592.000000 Penalty: 3365.553711
	Iteration 64Q: 3 clusters Score -4774592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -4774597.500000 Penalty: 3365.553711
	Iteration 65Q: 3 clusters Score -4774598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -4774593.500000 Penalty: 3365.553711
	Iteration 66Q: 3 clusters Score -4774594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -4774594.000000 Penalty: 3365.553711
	Iteration 67Q: 3 clusters Score -4774594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -4774592.500000 Penalty: 3365.553711
	Iteration 68Q: 3 clusters Score -4774592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -4774595.500000 Penalty: 3365.553711
	Iteration 69Q: 3 clusters Score -4774596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -4774593.500000 Penalty: 3365.553711
	Iteration 70Q: 3 clusters Score -4774594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -4774595.000000 Penalty: 3365.553711
	Iteration 71Q: 3 clusters Score -4774595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -4774599.500000 Penalty: 3365.553711
	Iteration 72Q: 3 clusters Score -4774600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -4774598.000000 Penalty: 3365.553711
	Iteration 73Q: 3 clusters Score -4774598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -4774596.500000 Penalty: 3365.553711
	Iteration 74Q: 3 clusters Score -4774596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -4774597.000000 Penalty: 3365.553711
	Iteration 75Q: 3 clusters Score -4774597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -4774595.000000 Penalty: 3365.553711
	Iteration 76Q: 3 clusters Score -4774595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -4774597.500000 Penalty: 3365.553711
	Iteration 77Q: 3 clusters Score -4774598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -4774597.000000 Penalty: 3365.553711
	Iteration 78Q: 3 clusters Score -4774597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -4774593.000000 Penalty: 3365.553711
	Iteration 79Q: 3 clusters Score -4774593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -4774591.500000 Penalty: 3365.553711
	Iteration 80F: 3 clusters Score -4774592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -133227.734375 Penalty: 1138.440674
	Iteration 0F: 2 clusters Score -133227.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -131737.187500 Penalty: 2276.881348
	Iteration 0F: 3 clusters Score -131737.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -132054.156250 Penalty: 2276.881348
	Iteration 1F: 3 clusters Score -132054.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -132166.031250 Penalty: 2276.881348
	Iteration 2F: 3 clusters Score -132166 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -132246.734375 Penalty: 2276.881348
	Iteration 3F: 3 clusters Score -132246.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -132307.203125 Penalty: 2276.881348
	Iteration 4Q: 3 clusters Score -132307.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -132356.390625 Penalty: 2276.881348
	Iteration 5Q: 3 clusters Score -132356.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -132404.937500 Penalty: 2276.881348
	Iteration 6Q: 3 clusters Score -132404.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -132458.312500 Penalty: 2276.881348
	Iteration 7Q: 3 clusters Score -132458.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -132517.953125 Penalty: 2276.881348
	Iteration 8Q: 3 clusters Score -132518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -132585.015625 Penalty: 2276.881348
	Iteration 9Q: 3 clusters Score -132585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -132645.187500 Penalty: 2276.881348
	Iteration 10Q: 3 clusters Score -132645.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -132678.421875 Penalty: 2276.881348
	Iteration 11Q: 3 clusters Score -132678.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -132697.671875 Penalty: 2276.881348
	Iteration 12Q: 3 clusters Score -132697.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -132721.890625 Penalty: 2276.881348
	Iteration 13Q: 3 clusters Score -132721.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -132740.015625 Penalty: 2276.881348
	Iteration 14Q: 3 clusters Score -132740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -132751.343750 Penalty: 2276.881348
	Iteration 15Q: 3 clusters Score -132751.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -132770.312500 Penalty: 2276.881348
	Iteration 16Q: 3 clusters Score -132770.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -132784.062500 Penalty: 2276.881348
	Iteration 17Q: 3 clusters Score -132784.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -132799.703125 Penalty: 2276.881348
	Iteration 18Q: 3 clusters Score -132799.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -132805.343750 Penalty: 2276.881348
	Iteration 19Q: 3 clusters Score -132805.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -132809.265625 Penalty: 2276.881348
	Iteration 20F: 3 clusters Score -132809.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -132817.765625 Penalty: 2276.881348
	Iteration 21Q: 3 clusters Score -132817.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -132824.015625 Penalty: 2276.881348
	Iteration 22Q: 3 clusters Score -132824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -132827.921875 Penalty: 2276.881348
	Iteration 23Q: 3 clusters Score -132827.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -132829.062500 Penalty: 2276.881348
	Iteration 24Q: 3 clusters Score -132829.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -132831.359375 Penalty: 2276.881348
	Iteration 25Q: 3 clusters Score -132831.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -132835.578125 Penalty: 2276.881348
	Iteration 26Q: 3 clusters Score -132835.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -132840.796875 Penalty: 2276.881348
	Iteration 27Q: 3 clusters Score -132840.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -132845.437500 Penalty: 2276.881348
	Iteration 28Q: 3 clusters Score -132845.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -132849.796875 Penalty: 2276.881348
	Iteration 29Q: 3 clusters Score -132849.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -132853.578125 Penalty: 2276.881348
	Iteration 30Q: 3 clusters Score -132853.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -132856.078125 Penalty: 2276.881348
	Iteration 31Q: 3 clusters Score -132856.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -132856.078125 Penalty: 2276.881348
	Iteration 32F: 3 clusters Score -132856.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -220804.906250 Penalty: 1210.826782
	Iteration 0F: 2 clusters Score -220804.9 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 863 members 
Entering Unmasked Estep 
Score: -218884.812500 Penalty: 2421.653564
	Iteration 0F: 3 clusters Score -218884.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -219292.234375 Penalty: 2421.653564
	Iteration 1F: 3 clusters Score -219292.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -219400.000000 Penalty: 2421.653564
	Iteration 2F: 3 clusters Score -219400 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -219470.468750 Penalty: 2421.653564
	Iteration 3Q: 3 clusters Score -219470.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -219528.406250 Penalty: 2421.653564
	Iteration 4Q: 3 clusters Score -219528.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -219566.890625 Penalty: 2421.653564
	Iteration 5Q: 3 clusters Score -219566.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -219610.125000 Penalty: 2421.653564
	Iteration 6Q: 3 clusters Score -219610.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -219649.203125 Penalty: 2421.653564
	Iteration 7Q: 3 clusters Score -219649.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -219676.125000 Penalty: 2421.653564
	Iteration 8Q: 3 clusters Score -219676.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -219702.906250 Penalty: 2421.653564
	Iteration 9Q: 3 clusters Score -219702.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -219747.812500 Penalty: 2421.653564
	Iteration 10Q: 3 clusters Score -219747.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -219792.359375 Penalty: 2421.653564
	Iteration 11Q: 3 clusters Score -219792.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -219852.468750 Penalty: 2421.653564
	Iteration 12Q: 3 clusters Score -219852.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -219901.796875 Penalty: 2421.653564
	Iteration 13Q: 3 clusters Score -219901.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -219946.984375 Penalty: 2421.653564
	Iteration 14Q: 3 clusters Score -219947 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -219978.187500 Penalty: 2421.653564
	Iteration 15Q: 3 clusters Score -219978.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -220018.875000 Penalty: 2421.653564
	Iteration 16Q: 3 clusters Score -220018.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -220051.734375 Penalty: 2421.653564
	Iteration 17Q: 3 clusters Score -220051.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -220092.359375 Penalty: 2421.653564
	Iteration 18Q: 3 clusters Score -220092.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -220136.015625 Penalty: 2421.653564
	Iteration 19Q: 3 clusters Score -220136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -220169.015625 Penalty: 2421.653564
	Iteration 20F: 3 clusters Score -220169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -220187.328125 Penalty: 2421.653564
	Iteration 21Q: 3 clusters Score -220187.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -220199.406250 Penalty: 2421.653564
	Iteration 22Q: 3 clusters Score -220199.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -220208.171875 Penalty: 2421.653564
	Iteration 23Q: 3 clusters Score -220208.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -220215.781250 Penalty: 2421.653564
	Iteration 24Q: 3 clusters Score -220215.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -220217.890625 Penalty: 2421.653564
	Iteration 25Q: 3 clusters Score -220217.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -220219.859375 Penalty: 2421.653564
	Iteration 26Q: 3 clusters Score -220219.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -220221.781250 Penalty: 2421.653564
	Iteration 27Q: 3 clusters Score -220221.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -220223.765625 Penalty: 2421.653564
	Iteration 28Q: 3 clusters Score -220223.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -220227.406250 Penalty: 2421.653564
	Iteration 29Q: 3 clusters Score -220227.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -220227.718750 Penalty: 2421.653564
	Iteration 30Q: 3 clusters Score -220227.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -220227.718750 Penalty: 2421.653564
	Iteration 31F: 3 clusters Score -220227.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Entering Unmasked Estep 
Score: -840266.250000 Penalty: 1415.796875
	Iteration 0F: 2 clusters Score -840266.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -835605.687500 Penalty: 2831.593750
	Iteration 0F: 3 clusters Score -835605.7 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -836972.562500 Penalty: 2831.593750
	Iteration 1F: 3 clusters Score -836972.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -837180.062500 Penalty: 2831.593750
	Iteration 2F: 3 clusters Score -837180.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -837316.062500 Penalty: 2831.593750
	Iteration 3F: 3 clusters Score -837316.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -837401.750000 Penalty: 2831.593750
	Iteration 4Q: 3 clusters Score -837401.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -837465.062500 Penalty: 2831.593750
	Iteration 5Q: 3 clusters Score -837465.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -837527.000000 Penalty: 2831.593750
	Iteration 6Q: 3 clusters Score -837527 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -837573.687500 Penalty: 2831.593750
	Iteration 7Q: 3 clusters Score -837573.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -837619.125000 Penalty: 2831.593750
	Iteration 8Q: 3 clusters Score -837619.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -837671.250000 Penalty: 2831.593750
	Iteration 9Q: 3 clusters Score -837671.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -837722.187500 Penalty: 2831.593750
	Iteration 10Q: 3 clusters Score -837722.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -837778.062500 Penalty: 2831.593750
	Iteration 11Q: 3 clusters Score -837778.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -837839.250000 Penalty: 2831.593750
	Iteration 12Q: 3 clusters Score -837839.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -837913.812500 Penalty: 2831.593750
	Iteration 13Q: 3 clusters Score -837913.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -838005.500000 Penalty: 2831.593750
	Iteration 14Q: 3 clusters Score -838005.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -838122.375000 Penalty: 2831.593750
	Iteration 15Q: 3 clusters Score -838122.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -838264.687500 Penalty: 2831.593750
	Iteration 16Q: 3 clusters Score -838264.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -838420.687500 Penalty: 2831.593750
	Iteration 17Q: 3 clusters Score -838420.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -838593.625000 Penalty: 2831.593750
	Iteration 18Q: 3 clusters Score -838593.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -838744.000000 Penalty: 2831.593750
	Iteration 19Q: 3 clusters Score -838744 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -838847.625000 Penalty: 2831.593750
	Iteration 20F: 3 clusters Score -838847.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -838936.250000 Penalty: 2831.593750
	Iteration 21Q: 3 clusters Score -838936.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -838984.500000 Penalty: 2831.593750
	Iteration 22Q: 3 clusters Score -838984.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -839020.562500 Penalty: 2831.593750
	Iteration 23Q: 3 clusters Score -839020.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -839041.062500 Penalty: 2831.593750
	Iteration 24Q: 3 clusters Score -839041.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -839051.875000 Penalty: 2831.593750
	Iteration 25Q: 3 clusters Score -839051.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -839061.187500 Penalty: 2831.593750
	Iteration 26Q: 3 clusters Score -839061.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -839066.500000 Penalty: 2831.593750
	Iteration 27Q: 3 clusters Score -839066.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -839069.500000 Penalty: 2831.593750
	Iteration 28Q: 3 clusters Score -839069.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -839071.625000 Penalty: 2831.593750
	Iteration 29Q: 3 clusters Score -839071.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -839074.312500 Penalty: 2831.593750
	Iteration 30Q: 3 clusters Score -839074.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -839073.812500 Penalty: 2831.593750
	Iteration 31Q: 3 clusters Score -839073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -839074.500000 Penalty: 2831.593750
	Iteration 32Q: 3 clusters Score -839074.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -839074.500000 Penalty: 2831.593750
	Iteration 33F: 3 clusters Score -839074.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Entering Unmasked Estep 
Score: -1227856.875000 Penalty: 1466.009644
	Iteration 0F: 2 clusters Score -1227857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1221791.375000 Penalty: 2932.019287
	Iteration 0F: 3 clusters Score -1221791 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1223710.125000 Penalty: 2932.019287
	Iteration 1F: 3 clusters Score -1223710 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1223979.625000 Penalty: 2932.019287
	Iteration 2F: 3 clusters Score -1223980 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1224191.125000 Penalty: 2932.019287
	Iteration 3F: 3 clusters Score -1224191 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1224344.750000 Penalty: 2932.019287
	Iteration 4Q: 3 clusters Score -1224345 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1224484.750000 Penalty: 2932.019287
	Iteration 5Q: 3 clusters Score -1224485 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1224616.375000 Penalty: 2932.019287
	Iteration 6Q: 3 clusters Score -1224616 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1224780.250000 Penalty: 2932.019287
	Iteration 7Q: 3 clusters Score -1224780 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1224975.750000 Penalty: 2932.019287
	Iteration 8Q: 3 clusters Score -1224976 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1225196.250000 Penalty: 2932.019287
	Iteration 9Q: 3 clusters Score -1225196 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1225430.750000 Penalty: 2932.019287
	Iteration 10Q: 3 clusters Score -1225431 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1225644.500000 Penalty: 2932.019287
	Iteration 11Q: 3 clusters Score -1225644 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1225850.500000 Penalty: 2932.019287
	Iteration 12Q: 3 clusters Score -1225850 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1226019.500000 Penalty: 2932.019287
	Iteration 13Q: 3 clusters Score -1226020 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1226179.000000 Penalty: 2932.019287
	Iteration 14Q: 3 clusters Score -1226179 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1226289.875000 Penalty: 2932.019287
	Iteration 15Q: 3 clusters Score -1226290 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1226366.625000 Penalty: 2932.019287
	Iteration 16Q: 3 clusters Score -1226367 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1226415.125000 Penalty: 2932.019287
	Iteration 17Q: 3 clusters Score -1226415 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1226440.000000 Penalty: 2932.019287
	Iteration 18Q: 3 clusters Score -1226440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1226462.625000 Penalty: 2932.019287
	Iteration 19Q: 3 clusters Score -1226463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1226480.625000 Penalty: 2932.019287
	Iteration 20F: 3 clusters Score -1226481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1226497.000000 Penalty: 2932.019287
	Iteration 21Q: 3 clusters Score -1226497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1226503.625000 Penalty: 2932.019287
	Iteration 22Q: 3 clusters Score -1226504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1226513.250000 Penalty: 2932.019287
	Iteration 23Q: 3 clusters Score -1226513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1226531.250000 Penalty: 2932.019287
	Iteration 24Q: 3 clusters Score -1226531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1226549.000000 Penalty: 2932.019287
	Iteration 25Q: 3 clusters Score -1226549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1226559.000000 Penalty: 2932.019287
	Iteration 26Q: 3 clusters Score -1226559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1226568.750000 Penalty: 2932.019287
	Iteration 27Q: 3 clusters Score -1226569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1226573.000000 Penalty: 2932.019287
	Iteration 28Q: 3 clusters Score -1226573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1226575.125000 Penalty: 2932.019287
	Iteration 29Q: 3 clusters Score -1226575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1226578.500000 Penalty: 2932.019287
	Iteration 30Q: 3 clusters Score -1226578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1226584.625000 Penalty: 2932.019287
	Iteration 31Q: 3 clusters Score -1226585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1226586.000000 Penalty: 2932.019287
	Iteration 32Q: 3 clusters Score -1226586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1226586.000000 Penalty: 2932.019287
	Iteration 33Q: 3 clusters Score -1226586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1226586.000000 Penalty: 2932.019287
	Iteration 34F: 3 clusters Score -1226586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -626350.812500 Penalty: 1352.389038
	Iteration 0F: 2 clusters Score -626350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -622908.937500 Penalty: 2704.778076
	Iteration 0F: 3 clusters Score -622908.9 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -623848.187500 Penalty: 2704.778076
	Iteration 1F: 3 clusters Score -623848.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -624007.000000 Penalty: 2704.778076
	Iteration 2F: 3 clusters Score -624007 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -624094.812500 Penalty: 2704.778076
	Iteration 3Q: 3 clusters Score -624094.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -624162.500000 Penalty: 2704.778076
	Iteration 4Q: 3 clusters Score -624162.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -624209.812500 Penalty: 2704.778076
	Iteration 5Q: 3 clusters Score -624209.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -624246.000000 Penalty: 2704.778076
	Iteration 6Q: 3 clusters Score -624246 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -624280.937500 Penalty: 2704.778076
	Iteration 7Q: 3 clusters Score -624280.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -624315.125000 Penalty: 2704.778076
	Iteration 8Q: 3 clusters Score -624315.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -624344.375000 Penalty: 2704.778076
	Iteration 9Q: 3 clusters Score -624344.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -624373.125000 Penalty: 2704.778076
	Iteration 10Q: 3 clusters Score -624373.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -624399.562500 Penalty: 2704.778076
	Iteration 11Q: 3 clusters Score -624399.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -624423.500000 Penalty: 2704.778076
	Iteration 12Q: 3 clusters Score -624423.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -624439.562500 Penalty: 2704.778076
	Iteration 13Q: 3 clusters Score -624439.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -624458.562500 Penalty: 2704.778076
	Iteration 14Q: 3 clusters Score -624458.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -624485.937500 Penalty: 2704.778076
	Iteration 15Q: 3 clusters Score -624485.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -624516.062500 Penalty: 2704.778076
	Iteration 16Q: 3 clusters Score -624516.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -624556.687500 Penalty: 2704.778076
	Iteration 17Q: 3 clusters Score -624556.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -624609.750000 Penalty: 2704.778076
	Iteration 18Q: 3 clusters Score -624609.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -624668.625000 Penalty: 2704.778076
	Iteration 19Q: 3 clusters Score -624668.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -624717.750000 Penalty: 2704.778076
	Iteration 20F: 3 clusters Score -624717.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -624777.062500 Penalty: 2704.778076
	Iteration 21Q: 3 clusters Score -624777.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -624822.437500 Penalty: 2704.778076
	Iteration 22Q: 3 clusters Score -624822.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -624858.312500 Penalty: 2704.778076
	Iteration 23Q: 3 clusters Score -624858.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -624898.937500 Penalty: 2704.778076
	Iteration 24Q: 3 clusters Score -624898.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -624942.500000 Penalty: 2704.778076
	Iteration 25Q: 3 clusters Score -624942.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -624978.687500 Penalty: 2704.778076
	Iteration 26Q: 3 clusters Score -624978.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -625012.500000 Penalty: 2704.778076
	Iteration 27Q: 3 clusters Score -625012.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -625037.000000 Penalty: 2704.778076
	Iteration 28Q: 3 clusters Score -625037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -625052.875000 Penalty: 2704.778076
	Iteration 29Q: 3 clusters Score -625052.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -625078.750000 Penalty: 2704.778076
	Iteration 30Q: 3 clusters Score -625078.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -625098.750000 Penalty: 2704.778076
	Iteration 31Q: 3 clusters Score -625098.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -625122.562500 Penalty: 2704.778076
	Iteration 32Q: 3 clusters Score -625122.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -625136.687500 Penalty: 2704.778076
	Iteration 33Q: 3 clusters Score -625136.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -625148.687500 Penalty: 2704.778076
	Iteration 34Q: 3 clusters Score -625148.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -625157.687500 Penalty: 2704.778076
	Iteration 35Q: 3 clusters Score -625157.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -625160.937500 Penalty: 2704.778076
	Iteration 36Q: 3 clusters Score -625160.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -625167.062500 Penalty: 2704.778076
	Iteration 37Q: 3 clusters Score -625167.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -625171.125000 Penalty: 2704.778076
	Iteration 38Q: 3 clusters Score -625171.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -625171.125000 Penalty: 2704.778076
	Iteration 39F: 3 clusters Score -625171.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -143353.578125 Penalty: 1130.902344
	Iteration 0F: 2 clusters Score -143353.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -141912.281250 Penalty: 2261.804688
	Iteration 0F: 3 clusters Score -141912.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -142261.953125 Penalty: 2261.804688
	Iteration 1F: 3 clusters Score -142262 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -142358.312500 Penalty: 2261.804688
	Iteration 2F: 3 clusters Score -142358.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -142412.140625 Penalty: 2261.804688
	Iteration 3Q: 3 clusters Score -142412.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -142448.234375 Penalty: 2261.804688
	Iteration 4Q: 3 clusters Score -142448.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -142470.796875 Penalty: 2261.804688
	Iteration 5Q: 3 clusters Score -142470.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -142484.156250 Penalty: 2261.804688
	Iteration 6Q: 3 clusters Score -142484.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -142496.421875 Penalty: 2261.804688
	Iteration 7Q: 3 clusters Score -142496.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -142500.937500 Penalty: 2261.804688
	Iteration 8Q: 3 clusters Score -142500.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -142524.125000 Penalty: 2261.804688
	Iteration 9Q: 3 clusters Score -142524.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -142548.015625 Penalty: 2261.804688
	Iteration 10Q: 3 clusters Score -142548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -142573.531250 Penalty: 2261.804688
	Iteration 11Q: 3 clusters Score -142573.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -142596.984375 Penalty: 2261.804688
	Iteration 12Q: 3 clusters Score -142597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -142616.765625 Penalty: 2261.804688
	Iteration 13Q: 3 clusters Score -142616.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -142625.015625 Penalty: 2261.804688
	Iteration 14Q: 3 clusters Score -142625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -142627.625000 Penalty: 2261.804688
	Iteration 15Q: 3 clusters Score -142627.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -142631.859375 Penalty: 2261.804688
	Iteration 16Q: 3 clusters Score -142631.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -142636.937500 Penalty: 2261.804688
	Iteration 17Q: 3 clusters Score -142636.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -142640.296875 Penalty: 2261.804688
	Iteration 18Q: 3 clusters Score -142640.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -142642.359375 Penalty: 2261.804688
	Iteration 19Q: 3 clusters Score -142642.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -142646.171875 Penalty: 2261.804688
	Iteration 20F: 3 clusters Score -142646.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -142646.937500 Penalty: 2261.804688
	Iteration 21Q: 3 clusters Score -142646.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -142647.875000 Penalty: 2261.804688
	Iteration 22Q: 3 clusters Score -142647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -142648.687500 Penalty: 2261.804688
	Iteration 23Q: 3 clusters Score -142648.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -142648.781250 Penalty: 2261.804688
	Iteration 24Q: 3 clusters Score -142648.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -142648.781250 Penalty: 2261.804688
	Iteration 25F: 3 clusters Score -142648.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -99592.414062 Penalty: 1094.757202
	Iteration 0F: 2 clusters Score -99592.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -98301.828125 Penalty: 2189.514404
	Iteration 0F: 3 clusters Score -98301.83 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -98590.156250 Penalty: 2189.514404
	Iteration 1F: 3 clusters Score -98590.16 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -98664.023438 Penalty: 2189.514404
	Iteration 2F: 3 clusters Score -98664.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -98703.578125 Penalty: 2189.514404
	Iteration 3Q: 3 clusters Score -98703.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -98751.367188 Penalty: 2189.514404
	Iteration 4Q: 3 clusters Score -98751.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -98830.890625 Penalty: 2189.514404
	Iteration 5Q: 3 clusters Score -98830.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -98927.164062 Penalty: 2189.514404
	Iteration 6Q: 3 clusters Score -98927.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -98993.382812 Penalty: 2189.514404
	Iteration 7Q: 3 clusters Score -98993.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -99050.687500 Penalty: 2189.514404
	Iteration 8Q: 3 clusters Score -99050.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -99081.882812 Penalty: 2189.514404
	Iteration 9Q: 3 clusters Score -99081.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -99101.765625 Penalty: 2189.514404
	Iteration 10Q: 3 clusters Score -99101.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -99121.265625 Penalty: 2189.514404
	Iteration 11Q: 3 clusters Score -99121.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -99139.929688 Penalty: 2189.514404
	Iteration 12Q: 3 clusters Score -99139.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -99160.265625 Penalty: 2189.514404
	Iteration 13Q: 3 clusters Score -99160.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -99179.570312 Penalty: 2189.514404
	Iteration 14Q: 3 clusters Score -99179.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -99207.218750 Penalty: 2189.514404
	Iteration 15Q: 3 clusters Score -99207.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -99221.726562 Penalty: 2189.514404
	Iteration 16Q: 3 clusters Score -99221.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -99232.992188 Penalty: 2189.514404
	Iteration 17Q: 3 clusters Score -99232.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -99237.656250 Penalty: 2189.514404
	Iteration 18Q: 3 clusters Score -99237.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -99240.945312 Penalty: 2189.514404
	Iteration 19Q: 3 clusters Score -99240.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -99240.945312 Penalty: 2189.514404
	Iteration 20F: 3 clusters Score -99240.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Entering Unmasked Estep 
Score: -375834.468750 Penalty: 1303.080078
	Iteration 0F: 2 clusters Score -375834.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -373165.562500 Penalty: 2606.160156
	Iteration 0F: 3 clusters Score -373165.6 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -373959.593750 Penalty: 2606.160156
	Iteration 1F: 3 clusters Score -373959.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -374212.062500 Penalty: 2606.160156
	Iteration 2F: 3 clusters Score -374212.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -374476.156250 Penalty: 2606.160156
	Iteration 3F: 3 clusters Score -374476.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -374744.656250 Penalty: 2606.160156
	Iteration 4F: 3 clusters Score -374744.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -374962.968750 Penalty: 2606.160156
	Iteration 5F: 3 clusters Score -374963 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -375100.156250 Penalty: 2606.160156
	Iteration 6Q: 3 clusters Score -375100.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -375221.562500 Penalty: 2606.160156
	Iteration 7Q: 3 clusters Score -375221.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -375318.656250 Penalty: 2606.160156
	Iteration 8Q: 3 clusters Score -375318.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -375403.156250 Penalty: 2606.160156
	Iteration 9Q: 3 clusters Score -375403.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -375477.156250 Penalty: 2606.160156
	Iteration 10Q: 3 clusters Score -375477.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -375562.437500 Penalty: 2606.160156
	Iteration 11Q: 3 clusters Score -375562.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -375625.937500 Penalty: 2606.160156
	Iteration 12Q: 3 clusters Score -375625.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -375663.281250 Penalty: 2606.160156
	Iteration 13Q: 3 clusters Score -375663.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -375701.218750 Penalty: 2606.160156
	Iteration 14Q: 3 clusters Score -375701.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -375739.500000 Penalty: 2606.160156
	Iteration 15Q: 3 clusters Score -375739.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -375765.625000 Penalty: 2606.160156
	Iteration 16Q: 3 clusters Score -375765.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -375774.031250 Penalty: 2606.160156
	Iteration 17Q: 3 clusters Score -375774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -375780.562500 Penalty: 2606.160156
	Iteration 18Q: 3 clusters Score -375780.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -375785.531250 Penalty: 2606.160156
	Iteration 19Q: 3 clusters Score -375785.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -375801.437500 Penalty: 2606.160156
	Iteration 20F: 3 clusters Score -375801.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -375805.218750 Penalty: 2606.160156
	Iteration 21Q: 3 clusters Score -375805.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -375809.375000 Penalty: 2606.160156
	Iteration 22Q: 3 clusters Score -375809.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -375812.968750 Penalty: 2606.160156
	Iteration 23Q: 3 clusters Score -375813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -375814.468750 Penalty: 2606.160156
	Iteration 24Q: 3 clusters Score -375814.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -375816.718750 Penalty: 2606.160156
	Iteration 25Q: 3 clusters Score -375816.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -375818.625000 Penalty: 2606.160156
	Iteration 26Q: 3 clusters Score -375818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -375820.125000 Penalty: 2606.160156
	Iteration 27Q: 3 clusters Score -375820.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -375820.937500 Penalty: 2606.160156
	Iteration 28Q: 3 clusters Score -375820.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -375821.312500 Penalty: 2606.160156
	Iteration 29Q: 3 clusters Score -375821.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -375821.312500 Penalty: 2606.160156
	Iteration 30F: 3 clusters Score -375821.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Entering Unmasked Estep 
Score: -3974274.000000 Penalty: 1651.807129
	Iteration 0F: 2 clusters Score -3974274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3959723.750000 Penalty: 3303.614258
	Iteration 0F: 3 clusters Score -3959724 nChanged 11855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3966210.500000 Penalty: 3303.614258
	Iteration 1F: 3 clusters Score -3966210 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -3966683.500000 Penalty: 3303.614258
	Iteration 2F: 3 clusters Score -3966684 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3967208.750000 Penalty: 3303.614258
	Iteration 3F: 3 clusters Score -3967209 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -3967754.250000 Penalty: 3303.614258
	Iteration 4F: 3 clusters Score -3967754 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3968389.500000 Penalty: 3303.614258
	Iteration 5F: 3 clusters Score -3968390 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -3969108.500000 Penalty: 3303.614258
	Iteration 6F: 3 clusters Score -3969108 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -3969910.750000 Penalty: 3303.614258
	Iteration 7F: 3 clusters Score -3969911 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -3970794.500000 Penalty: 3303.614258
	Iteration 8F: 3 clusters Score -3970794 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -3971727.500000 Penalty: 3303.614258
	Iteration 9Q: 3 clusters Score -3971728 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -3972447.250000 Penalty: 3303.614258
	Iteration 10Q: 3 clusters Score -3972447 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -3972920.250000 Penalty: 3303.614258
	Iteration 11Q: 3 clusters Score -3972920 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -3973211.000000 Penalty: 3303.614258
	Iteration 12Q: 3 clusters Score -3973211 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -3973370.000000 Penalty: 3303.614258
	Iteration 13Q: 3 clusters Score -3973370 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -3973521.750000 Penalty: 3303.614258
	Iteration 14Q: 3 clusters Score -3973522 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -3973636.250000 Penalty: 3303.614258
	Iteration 15Q: 3 clusters Score -3973636 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -3973708.500000 Penalty: 3303.614258
	Iteration 16Q: 3 clusters Score -3973708 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -3973700.250000 Penalty: 3303.614258
	Iteration 17Q: 3 clusters Score -3973700 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -3973673.500000 Penalty: 3303.614258
	Iteration 18Q: 3 clusters Score -3973674 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -3973639.250000 Penalty: 3303.614258
	Iteration 19Q: 3 clusters Score -3973639 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3973589.750000 Penalty: 3303.614258
	Iteration 20F: 3 clusters Score -3973590 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3973536.000000 Penalty: 3303.614258
	Iteration 21Q: 3 clusters Score -3973536 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3973475.250000 Penalty: 3303.614258
	Iteration 22Q: 3 clusters Score -3973475 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3973438.000000 Penalty: 3303.614258
	Iteration 23Q: 3 clusters Score -3973438 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3973369.500000 Penalty: 3303.614258
	Iteration 24Q: 3 clusters Score -3973370 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3973329.000000 Penalty: 3303.614258
	Iteration 25Q: 3 clusters Score -3973329 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3973271.750000 Penalty: 3303.614258
	Iteration 26Q: 3 clusters Score -3973272 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3973214.750000 Penalty: 3303.614258
	Iteration 27Q: 3 clusters Score -3973215 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3973175.000000 Penalty: 3303.614258
	Iteration 28Q: 3 clusters Score -3973175 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3973132.500000 Penalty: 3303.614258
	Iteration 29Q: 3 clusters Score -3973132 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3973110.750000 Penalty: 3303.614258
	Iteration 30Q: 3 clusters Score -3973111 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3973071.750000 Penalty: 3303.614258
	Iteration 31Q: 3 clusters Score -3973072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3973061.000000 Penalty: 3303.614258
	Iteration 32Q: 3 clusters Score -3973061 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3973036.750000 Penalty: 3303.614258
	Iteration 33Q: 3 clusters Score -3973037 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3973041.750000 Penalty: 3303.614258
	Iteration 34Q: 3 clusters Score -3973042 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3973006.000000 Penalty: 3303.614258
	Iteration 35Q: 3 clusters Score -3973006 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3972997.750000 Penalty: 3303.614258
	Iteration 36Q: 3 clusters Score -3972998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3972983.500000 Penalty: 3303.614258
	Iteration 37Q: 3 clusters Score -3972984 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3972961.750000 Penalty: 3303.614258
	Iteration 38Q: 3 clusters Score -3972962 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3972940.000000 Penalty: 3303.614258
	Iteration 39Q: 3 clusters Score -3972940 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3972921.750000 Penalty: 3303.614258
	Iteration 40F: 3 clusters Score -3972922 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3972898.250000 Penalty: 3303.614258
	Iteration 41Q: 3 clusters Score -3972898 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3972910.750000 Penalty: 3303.614258
	Iteration 42Q: 3 clusters Score -3972911 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3972904.750000 Penalty: 3303.614258
	Iteration 43Q: 3 clusters Score -3972905 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3972895.000000 Penalty: 3303.614258
	Iteration 44Q: 3 clusters Score -3972895 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3972909.000000 Penalty: 3303.614258
	Iteration 45Q: 3 clusters Score -3972909 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3972922.250000 Penalty: 3303.614258
	Iteration 46Q: 3 clusters Score -3972922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3972941.250000 Penalty: 3303.614258
	Iteration 47Q: 3 clusters Score -3972941 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3972936.000000 Penalty: 3303.614258
	Iteration 48Q: 3 clusters Score -3972936 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3972951.500000 Penalty: 3303.614258
	Iteration 49Q: 3 clusters Score -3972952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3972956.500000 Penalty: 3303.614258
	Iteration 50Q: 3 clusters Score -3972956 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3972967.000000 Penalty: 3303.614258
	Iteration 51Q: 3 clusters Score -3972967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3972973.750000 Penalty: 3303.614258
	Iteration 52Q: 3 clusters Score -3972974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3972985.500000 Penalty: 3303.614258
	Iteration 53Q: 3 clusters Score -3972986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3972979.500000 Penalty: 3303.614258
	Iteration 54Q: 3 clusters Score -3972980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3972971.000000 Penalty: 3303.614258
	Iteration 55Q: 3 clusters Score -3972971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3972975.500000 Penalty: 3303.614258
	Iteration 56Q: 3 clusters Score -3972976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3972970.000000 Penalty: 3303.614258
	Iteration 57Q: 3 clusters Score -3972970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3972974.500000 Penalty: 3303.614258
	Iteration 58Q: 3 clusters Score -3972974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3972981.000000 Penalty: 3303.614258
	Iteration 59Q: 3 clusters Score -3972981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3972979.250000 Penalty: 3303.614258
	Iteration 60F: 3 clusters Score -3972979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3972979.000000 Penalty: 3303.614258
	Iteration 61Q: 3 clusters Score -3972979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3972977.250000 Penalty: 3303.614258
	Iteration 62Q: 3 clusters Score -3972977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3972986.750000 Penalty: 3303.614258
	Iteration 63Q: 3 clusters Score -3972987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3972987.750000 Penalty: 3303.614258
	Iteration 64Q: 3 clusters Score -3972988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3972986.000000 Penalty: 3303.614258
	Iteration 65Q: 3 clusters Score -3972986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3972985.500000 Penalty: 3303.614258
	Iteration 66Q: 3 clusters Score -3972986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3972984.750000 Penalty: 3303.614258
	Iteration 67Q: 3 clusters Score -3972985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3972982.000000 Penalty: 3303.614258
	Iteration 68Q: 3 clusters Score -3972982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3972979.750000 Penalty: 3303.614258
	Iteration 69Q: 3 clusters Score -3972980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3972983.750000 Penalty: 3303.614258
	Iteration 70Q: 3 clusters Score -3972984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3972982.250000 Penalty: 3303.614258
	Iteration 71Q: 3 clusters Score -3972982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3972986.250000 Penalty: 3303.614258
	Iteration 72Q: 3 clusters Score -3972986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3972979.000000 Penalty: 3303.614258
	Iteration 73Q: 3 clusters Score -3972979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3972983.250000 Penalty: 3303.614258
	Iteration 74Q: 3 clusters Score -3972983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3972978.250000 Penalty: 3303.614258
	Iteration 75Q: 3 clusters Score -3972978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3972987.250000 Penalty: 3303.614258
	Iteration 76Q: 3 clusters Score -3972987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3972986.000000 Penalty: 3303.614258
	Iteration 77Q: 3 clusters Score -3972986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3972992.500000 Penalty: 3303.614258
	Iteration 78Q: 3 clusters Score -3972992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3972991.500000 Penalty: 3303.614258
	Iteration 79Q: 3 clusters Score -3972992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3972992.750000 Penalty: 3303.614258
	Iteration 80F: 3 clusters Score -3972993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3972993.500000 Penalty: 3303.614258
	Iteration 81Q: 3 clusters Score -3972994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3972993.000000 Penalty: 3303.614258
	Iteration 82Q: 3 clusters Score -3972993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3972986.500000 Penalty: 3303.614258
	Iteration 83Q: 3 clusters Score -3972986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3972986.500000 Penalty: 3303.614258
	Iteration 84Q: 3 clusters Score -3972986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3972989.500000 Penalty: 3303.614258
	Iteration 85Q: 3 clusters Score -3972990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3972987.750000 Penalty: 3303.614258
	Iteration 86Q: 3 clusters Score -3972988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3972988.750000 Penalty: 3303.614258
	Iteration 87Q: 3 clusters Score -3972989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3972987.000000 Penalty: 3303.614258
	Iteration 88Q: 3 clusters Score -3972987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3972989.250000 Penalty: 3303.614258
	Iteration 89Q: 3 clusters Score -3972989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3972995.000000 Penalty: 3303.614258
	Iteration 90Q: 3 clusters Score -3972995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3972990.250000 Penalty: 3303.614258
	Iteration 91Q: 3 clusters Score -3972990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3972989.000000 Penalty: 3303.614258
	Iteration 92Q: 3 clusters Score -3972989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3972987.000000 Penalty: 3303.614258
	Iteration 93Q: 3 clusters Score -3972987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3972987.000000 Penalty: 3303.614258
	Iteration 94F: 3 clusters Score -3972987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -189216.593750 Penalty: 1176.255737
	Iteration 0F: 2 clusters Score -189216.6 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 687 members 
Entering Unmasked Estep 
Score: -187523.078125 Penalty: 2352.511475
	Iteration 0F: 3 clusters Score -187523.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -187854.984375 Penalty: 2352.511475
	Iteration 1F: 3 clusters Score -187855 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -187946.656250 Penalty: 2352.511475
	Iteration 2F: 3 clusters Score -187946.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -187998.375000 Penalty: 2352.511475
	Iteration 3Q: 3 clusters Score -187998.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -188042.000000 Penalty: 2352.511475
	Iteration 4Q: 3 clusters Score -188042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -188063.921875 Penalty: 2352.511475
	Iteration 5Q: 3 clusters Score -188063.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -188082.015625 Penalty: 2352.511475
	Iteration 6Q: 3 clusters Score -188082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -188099.140625 Penalty: 2352.511475
	Iteration 7Q: 3 clusters Score -188099.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -188122.328125 Penalty: 2352.511475
	Iteration 8Q: 3 clusters Score -188122.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -188145.812500 Penalty: 2352.511475
	Iteration 9Q: 3 clusters Score -188145.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -188178.421875 Penalty: 2352.511475
	Iteration 10Q: 3 clusters Score -188178.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -188205.859375 Penalty: 2352.511475
	Iteration 11Q: 3 clusters Score -188205.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -188250.718750 Penalty: 2352.511475
	Iteration 12Q: 3 clusters Score -188250.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -188292.921875 Penalty: 2352.511475
	Iteration 13Q: 3 clusters Score -188292.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -188342.546875 Penalty: 2352.511475
	Iteration 14Q: 3 clusters Score -188342.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -188386.265625 Penalty: 2352.511475
	Iteration 15Q: 3 clusters Score -188386.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -188426.187500 Penalty: 2352.511475
	Iteration 16Q: 3 clusters Score -188426.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -188455.156250 Penalty: 2352.511475
	Iteration 17Q: 3 clusters Score -188455.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -188473.453125 Penalty: 2352.511475
	Iteration 18Q: 3 clusters Score -188473.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -188482.859375 Penalty: 2352.511475
	Iteration 19Q: 3 clusters Score -188482.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -188503.281250 Penalty: 2352.511475
	Iteration 20F: 3 clusters Score -188503.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -188515.859375 Penalty: 2352.511475
	Iteration 21Q: 3 clusters Score -188515.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -188522.437500 Penalty: 2352.511475
	Iteration 22Q: 3 clusters Score -188522.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -188529.531250 Penalty: 2352.511475
	Iteration 23Q: 3 clusters Score -188529.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -188531.671875 Penalty: 2352.511475
	Iteration 24Q: 3 clusters Score -188531.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -188532.578125 Penalty: 2352.511475
	Iteration 25Q: 3 clusters Score -188532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -188533.718750 Penalty: 2352.511475
	Iteration 26Q: 3 clusters Score -188533.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -188533.718750 Penalty: 2352.511475
	Iteration 27F: 3 clusters Score -188533.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -327312.187500 Penalty: 1270.560303
	Iteration 0F: 2 clusters Score -327312.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -324924.375000 Penalty: 2541.120605
	Iteration 0F: 3 clusters Score -324924.4 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -325586.968750 Penalty: 2541.120605
	Iteration 1F: 3 clusters Score -325587 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -325775.218750 Penalty: 2541.120605
	Iteration 2F: 3 clusters Score -325775.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -325945.843750 Penalty: 2541.120605
	Iteration 3F: 3 clusters Score -325945.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -326129.156250 Penalty: 2541.120605
	Iteration 4F: 3 clusters Score -326129.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -326303.312500 Penalty: 2541.120605
	Iteration 5F: 3 clusters Score -326303.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -326446.000000 Penalty: 2541.120605
	Iteration 6Q: 3 clusters Score -326446 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -326538.312500 Penalty: 2541.120605
	Iteration 7Q: 3 clusters Score -326538.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -326596.343750 Penalty: 2541.120605
	Iteration 8Q: 3 clusters Score -326596.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -326640.312500 Penalty: 2541.120605
	Iteration 9Q: 3 clusters Score -326640.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -326671.468750 Penalty: 2541.120605
	Iteration 10Q: 3 clusters Score -326671.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -326693.968750 Penalty: 2541.120605
	Iteration 11Q: 3 clusters Score -326694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -326709.093750 Penalty: 2541.120605
	Iteration 12Q: 3 clusters Score -326709.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -326720.656250 Penalty: 2541.120605
	Iteration 13Q: 3 clusters Score -326720.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -326727.218750 Penalty: 2541.120605
	Iteration 14Q: 3 clusters Score -326727.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -326735.156250 Penalty: 2541.120605
	Iteration 15Q: 3 clusters Score -326735.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -326741.968750 Penalty: 2541.120605
	Iteration 16Q: 3 clusters Score -326742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -326745.000000 Penalty: 2541.120605
	Iteration 17Q: 3 clusters Score -326745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -326747.437500 Penalty: 2541.120605
	Iteration 18Q: 3 clusters Score -326747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -326747.781250 Penalty: 2541.120605
	Iteration 19Q: 3 clusters Score -326747.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -326748.625000 Penalty: 2541.120605
	Iteration 20F: 3 clusters Score -326748.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -326750.687500 Penalty: 2541.120605
	Iteration 21Q: 3 clusters Score -326750.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -326752.593750 Penalty: 2541.120605
	Iteration 22Q: 3 clusters Score -326752.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -326752.593750 Penalty: 2541.120605
	Iteration 23Q: 3 clusters Score -326752.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -326753.937500 Penalty: 2541.120605
	Iteration 24Q: 3 clusters Score -326753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -326755.250000 Penalty: 2541.120605
	Iteration 25Q: 3 clusters Score -326755.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -326756.187500 Penalty: 2541.120605
	Iteration 26Q: 3 clusters Score -326756.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -326757.593750 Penalty: 2541.120605
	Iteration 27Q: 3 clusters Score -326757.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -326758.312500 Penalty: 2541.120605
	Iteration 28Q: 3 clusters Score -326758.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -326758.781250 Penalty: 2541.120605
	Iteration 29Q: 3 clusters Score -326758.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -326759.375000 Penalty: 2541.120605
	Iteration 30Q: 3 clusters Score -326759.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -326759.375000 Penalty: 2541.120605
	Iteration 31F: 3 clusters Score -326759.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Entering Unmasked Estep 
Score: -2135081.500000 Penalty: 1550.705811
	Iteration 0F: 2 clusters Score -2135082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2125540.500000 Penalty: 3101.411621
	Iteration 0F: 3 clusters Score -2125540 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2128846.000000 Penalty: 3101.411621
	Iteration 1F: 3 clusters Score -2128846 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2129192.250000 Penalty: 3101.411621
	Iteration 2F: 3 clusters Score -2129192 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2129501.750000 Penalty: 3101.411621
	Iteration 3F: 3 clusters Score -2129502 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2129832.500000 Penalty: 3101.411621
	Iteration 4F: 3 clusters Score -2129832 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2130140.500000 Penalty: 3101.411621
	Iteration 5F: 3 clusters Score -2130140 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2130458.750000 Penalty: 3101.411621
	Iteration 6F: 3 clusters Score -2130459 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2130807.000000 Penalty: 3101.411621
	Iteration 7Q: 3 clusters Score -2130807 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2131153.500000 Penalty: 3101.411621
	Iteration 8Q: 3 clusters Score -2131154 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2131488.250000 Penalty: 3101.411621
	Iteration 9Q: 3 clusters Score -2131488 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2131864.250000 Penalty: 3101.411621
	Iteration 10Q: 3 clusters Score -2131864 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2132263.000000 Penalty: 3101.411621
	Iteration 11Q: 3 clusters Score -2132263 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2132629.500000 Penalty: 3101.411621
	Iteration 12Q: 3 clusters Score -2132630 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2132927.750000 Penalty: 3101.411621
	Iteration 13Q: 3 clusters Score -2132928 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2133152.500000 Penalty: 3101.411621
	Iteration 14Q: 3 clusters Score -2133152 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2133314.500000 Penalty: 3101.411621
	Iteration 15Q: 3 clusters Score -2133314 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2133432.250000 Penalty: 3101.411621
	Iteration 16Q: 3 clusters Score -2133432 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2133500.500000 Penalty: 3101.411621
	Iteration 17Q: 3 clusters Score -2133500 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2133567.000000 Penalty: 3101.411621
	Iteration 18Q: 3 clusters Score -2133567 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2133604.500000 Penalty: 3101.411621
	Iteration 19Q: 3 clusters Score -2133604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2133628.750000 Penalty: 3101.411621
	Iteration 20F: 3 clusters Score -2133629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2133650.250000 Penalty: 3101.411621
	Iteration 21Q: 3 clusters Score -2133650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2133659.500000 Penalty: 3101.411621
	Iteration 22Q: 3 clusters Score -2133660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2133673.750000 Penalty: 3101.411621
	Iteration 23Q: 3 clusters Score -2133674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2133692.250000 Penalty: 3101.411621
	Iteration 24Q: 3 clusters Score -2133692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2133709.500000 Penalty: 3101.411621
	Iteration 25Q: 3 clusters Score -2133710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2133719.750000 Penalty: 3101.411621
	Iteration 26Q: 3 clusters Score -2133720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2133726.250000 Penalty: 3101.411621
	Iteration 27Q: 3 clusters Score -2133726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2133726.250000 Penalty: 3101.411621
	Iteration 28Q: 3 clusters Score -2133726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2133727.250000 Penalty: 3101.411621
	Iteration 29Q: 3 clusters Score -2133727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2133728.000000 Penalty: 3101.411621
	Iteration 30Q: 3 clusters Score -2133728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2133728.000000 Penalty: 3101.411621
	Iteration 31Q: 3 clusters Score -2133728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2133728.000000 Penalty: 3101.411621
	Iteration 32F: 3 clusters Score -2133728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Entering Unmasked Estep 
Score: -703508.062500 Penalty: 1382.246460
	Iteration 0F: 2 clusters Score -703508.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -699527.937500 Penalty: 2764.492920
	Iteration 0F: 3 clusters Score -699527.9 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -700778.500000 Penalty: 2764.492920
	Iteration 1F: 3 clusters Score -700778.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -701014.625000 Penalty: 2764.492920
	Iteration 2F: 3 clusters Score -701014.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -701169.250000 Penalty: 2764.492920
	Iteration 3F: 3 clusters Score -701169.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -701282.500000 Penalty: 2764.492920
	Iteration 4Q: 3 clusters Score -701282.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -701378.625000 Penalty: 2764.492920
	Iteration 5Q: 3 clusters Score -701378.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -701451.062500 Penalty: 2764.492920
	Iteration 6Q: 3 clusters Score -701451.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -701504.187500 Penalty: 2764.492920
	Iteration 7Q: 3 clusters Score -701504.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -701549.187500 Penalty: 2764.492920
	Iteration 8Q: 3 clusters Score -701549.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -701595.687500 Penalty: 2764.492920
	Iteration 9Q: 3 clusters Score -701595.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -701634.875000 Penalty: 2764.492920
	Iteration 10Q: 3 clusters Score -701634.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -701668.312500 Penalty: 2764.492920
	Iteration 11Q: 3 clusters Score -701668.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -701697.750000 Penalty: 2764.492920
	Iteration 12Q: 3 clusters Score -701697.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -701724.812500 Penalty: 2764.492920
	Iteration 13Q: 3 clusters Score -701724.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -701748.750000 Penalty: 2764.492920
	Iteration 14Q: 3 clusters Score -701748.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -701763.000000 Penalty: 2764.492920
	Iteration 15Q: 3 clusters Score -701763 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -701774.437500 Penalty: 2764.492920
	Iteration 16Q: 3 clusters Score -701774.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -701790.250000 Penalty: 2764.492920
	Iteration 17Q: 3 clusters Score -701790.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -701809.250000 Penalty: 2764.492920
	Iteration 18Q: 3 clusters Score -701809.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -701842.125000 Penalty: 2764.492920
	Iteration 19Q: 3 clusters Score -701842.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -701882.750000 Penalty: 2764.492920
	Iteration 20F: 3 clusters Score -701882.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -701917.375000 Penalty: 2764.492920
	Iteration 21Q: 3 clusters Score -701917.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -701947.000000 Penalty: 2764.492920
	Iteration 22Q: 3 clusters Score -701947 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -701966.625000 Penalty: 2764.492920
	Iteration 23Q: 3 clusters Score -701966.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -701985.250000 Penalty: 2764.492920
	Iteration 24Q: 3 clusters Score -701985.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -701999.937500 Penalty: 2764.492920
	Iteration 25Q: 3 clusters Score -701999.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -702012.937500 Penalty: 2764.492920
	Iteration 26Q: 3 clusters Score -702012.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -702026.187500 Penalty: 2764.492920
	Iteration 27Q: 3 clusters Score -702026.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -702038.250000 Penalty: 2764.492920
	Iteration 28Q: 3 clusters Score -702038.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -702047.687500 Penalty: 2764.492920
	Iteration 29Q: 3 clusters Score -702047.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -702057.500000 Penalty: 2764.492920
	Iteration 30Q: 3 clusters Score -702057.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -702066.812500 Penalty: 2764.492920
	Iteration 31Q: 3 clusters Score -702066.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -702078.062500 Penalty: 2764.492920
	Iteration 32Q: 3 clusters Score -702078.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -702093.687500 Penalty: 2764.492920
	Iteration 33Q: 3 clusters Score -702093.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -702120.312500 Penalty: 2764.492920
	Iteration 34Q: 3 clusters Score -702120.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -702145.000000 Penalty: 2764.492920
	Iteration 35Q: 3 clusters Score -702145 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -702173.375000 Penalty: 2764.492920
	Iteration 36Q: 3 clusters Score -702173.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -702197.625000 Penalty: 2764.492920
	Iteration 37Q: 3 clusters Score -702197.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -702212.375000 Penalty: 2764.492920
	Iteration 38Q: 3 clusters Score -702212.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -702232.750000 Penalty: 2764.492920
	Iteration 39Q: 3 clusters Score -702232.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -702244.500000 Penalty: 2764.492920
	Iteration 40F: 3 clusters Score -702244.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -702256.187500 Penalty: 2764.492920
	Iteration 41Q: 3 clusters Score -702256.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -702265.687500 Penalty: 2764.492920
	Iteration 42Q: 3 clusters Score -702265.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -702273.562500 Penalty: 2764.492920
	Iteration 43Q: 3 clusters Score -702273.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -702277.687500 Penalty: 2764.492920
	Iteration 44Q: 3 clusters Score -702277.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -702282.875000 Penalty: 2764.492920
	Iteration 45Q: 3 clusters Score -702282.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -702291.250000 Penalty: 2764.492920
	Iteration 46Q: 3 clusters Score -702291.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -702301.437500 Penalty: 2764.492920
	Iteration 47Q: 3 clusters Score -702301.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -702309.312500 Penalty: 2764.492920
	Iteration 48Q: 3 clusters Score -702309.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -702317.125000 Penalty: 2764.492920
	Iteration 49Q: 3 clusters Score -702317.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -702322.500000 Penalty: 2764.492920
	Iteration 50Q: 3 clusters Score -702322.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -702324.062500 Penalty: 2764.492920
	Iteration 51Q: 3 clusters Score -702324.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -702327.625000 Penalty: 2764.492920
	Iteration 52Q: 3 clusters Score -702327.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -702330.750000 Penalty: 2764.492920
	Iteration 53Q: 3 clusters Score -702330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -702331.625000 Penalty: 2764.492920
	Iteration 54Q: 3 clusters Score -702331.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -702333.562500 Penalty: 2764.492920
	Iteration 55Q: 3 clusters Score -702333.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -702334.437500 Penalty: 2764.492920
	Iteration 56Q: 3 clusters Score -702334.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -702336.375000 Penalty: 2764.492920
	Iteration 57Q: 3 clusters Score -702336.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -702337.312500 Penalty: 2764.492920
	Iteration 58Q: 3 clusters Score -702337.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -702338.125000 Penalty: 2764.492920
	Iteration 59Q: 3 clusters Score -702338.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -702340.750000 Penalty: 2764.492920
	Iteration 60F: 3 clusters Score -702340.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -702343.937500 Penalty: 2764.492920
	Iteration 61Q: 3 clusters Score -702343.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -702346.625000 Penalty: 2764.492920
	Iteration 62Q: 3 clusters Score -702346.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -702348.312500 Penalty: 2764.492920
	Iteration 63Q: 3 clusters Score -702348.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -702351.250000 Penalty: 2764.492920
	Iteration 64Q: 3 clusters Score -702351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -702352.875000 Penalty: 2764.492920
	Iteration 65Q: 3 clusters Score -702352.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -702352.875000 Penalty: 2764.492920
	Iteration 66F: 3 clusters Score -702352.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -281246.625000 Penalty: 1234.332153
	Iteration 0F: 2 clusters Score -281246.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -279187.718750 Penalty: 2468.664307
	Iteration 0F: 3 clusters Score -279187.7 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -279644.875000 Penalty: 2468.664307
	Iteration 1F: 3 clusters Score -279644.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -279774.093750 Penalty: 2468.664307
	Iteration 2F: 3 clusters Score -279774.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -279849.281250 Penalty: 2468.664307
	Iteration 3Q: 3 clusters Score -279849.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -279905.843750 Penalty: 2468.664307
	Iteration 4Q: 3 clusters Score -279905.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -279956.718750 Penalty: 2468.664307
	Iteration 5Q: 3 clusters Score -279956.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -279996.531250 Penalty: 2468.664307
	Iteration 6Q: 3 clusters Score -279996.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -280021.718750 Penalty: 2468.664307
	Iteration 7Q: 3 clusters Score -280021.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -280036.906250 Penalty: 2468.664307
	Iteration 8Q: 3 clusters Score -280036.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -280047.500000 Penalty: 2468.664307
	Iteration 9Q: 3 clusters Score -280047.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -280064.750000 Penalty: 2468.664307
	Iteration 10Q: 3 clusters Score -280064.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -280078.437500 Penalty: 2468.664307
	Iteration 11Q: 3 clusters Score -280078.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -280091.937500 Penalty: 2468.664307
	Iteration 12Q: 3 clusters Score -280091.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -280113.031250 Penalty: 2468.664307
	Iteration 13Q: 3 clusters Score -280113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -280135.406250 Penalty: 2468.664307
	Iteration 14Q: 3 clusters Score -280135.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -280147.531250 Penalty: 2468.664307
	Iteration 15Q: 3 clusters Score -280147.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -280156.250000 Penalty: 2468.664307
	Iteration 16Q: 3 clusters Score -280156.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -280161.031250 Penalty: 2468.664307
	Iteration 17Q: 3 clusters Score -280161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -280163.875000 Penalty: 2468.664307
	Iteration 18Q: 3 clusters Score -280163.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -280165.343750 Penalty: 2468.664307
	Iteration 19Q: 3 clusters Score -280165.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -280167.937500 Penalty: 2468.664307
	Iteration 20F: 3 clusters Score -280167.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -280169.687500 Penalty: 2468.664307
	Iteration 21Q: 3 clusters Score -280169.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -280169.937500 Penalty: 2468.664307
	Iteration 22Q: 3 clusters Score -280169.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -280172.000000 Penalty: 2468.664307
	Iteration 23Q: 3 clusters Score -280172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -280175.781250 Penalty: 2468.664307
	Iteration 24Q: 3 clusters Score -280175.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -280177.718750 Penalty: 2468.664307
	Iteration 25Q: 3 clusters Score -280177.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -280177.937500 Penalty: 2468.664307
	Iteration 26Q: 3 clusters Score -280177.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -280178.281250 Penalty: 2468.664307
	Iteration 27Q: 3 clusters Score -280178.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -280178.687500 Penalty: 2468.664307
	Iteration 28Q: 3 clusters Score -280178.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -280178.875000 Penalty: 2468.664307
	Iteration 29Q: 3 clusters Score -280178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -280179.562500 Penalty: 2468.664307
	Iteration 30Q: 3 clusters Score -280179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -280180.968750 Penalty: 2468.664307
	Iteration 31Q: 3 clusters Score -280181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -280183.593750 Penalty: 2468.664307
	Iteration 32Q: 3 clusters Score -280183.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -280186.031250 Penalty: 2468.664307
	Iteration 33Q: 3 clusters Score -280186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -280187.937500 Penalty: 2468.664307
	Iteration 34Q: 3 clusters Score -280187.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -280188.156250 Penalty: 2468.664307
	Iteration 35Q: 3 clusters Score -280188.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -280188.312500 Penalty: 2468.664307
	Iteration 36Q: 3 clusters Score -280188.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -280189.156250 Penalty: 2468.664307
	Iteration 37Q: 3 clusters Score -280189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -280190.781250 Penalty: 2468.664307
	Iteration 38Q: 3 clusters Score -280190.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -280191.343750 Penalty: 2468.664307
	Iteration 39Q: 3 clusters Score -280191.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -280192.437500 Penalty: 2468.664307
	Iteration 40F: 3 clusters Score -280192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -280192.656250 Penalty: 2468.664307
	Iteration 41Q: 3 clusters Score -280192.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -280195.500000 Penalty: 2468.664307
	Iteration 42Q: 3 clusters Score -280195.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -280200.343750 Penalty: 2468.664307
	Iteration 43Q: 3 clusters Score -280200.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -280202.968750 Penalty: 2468.664307
	Iteration 44Q: 3 clusters Score -280203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -280205.312500 Penalty: 2468.664307
	Iteration 45Q: 3 clusters Score -280205.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -280209.375000 Penalty: 2468.664307
	Iteration 46Q: 3 clusters Score -280209.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -280214.218750 Penalty: 2468.664307
	Iteration 47Q: 3 clusters Score -280214.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -280221.562500 Penalty: 2468.664307
	Iteration 48Q: 3 clusters Score -280221.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -280228.562500 Penalty: 2468.664307
	Iteration 49Q: 3 clusters Score -280228.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -280233.406250 Penalty: 2468.664307
	Iteration 50Q: 3 clusters Score -280233.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -280237.656250 Penalty: 2468.664307
	Iteration 51Q: 3 clusters Score -280237.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -280248.906250 Penalty: 2468.664307
	Iteration 52Q: 3 clusters Score -280248.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -280269.781250 Penalty: 2468.664307
	Iteration 53Q: 3 clusters Score -280269.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -280284.531250 Penalty: 2468.664307
	Iteration 54Q: 3 clusters Score -280284.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -280302.312500 Penalty: 2468.664307
	Iteration 55Q: 3 clusters Score -280302.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -280317.500000 Penalty: 2468.664307
	Iteration 56Q: 3 clusters Score -280317.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -280328.218750 Penalty: 2468.664307
	Iteration 57Q: 3 clusters Score -280328.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -280338.062500 Penalty: 2468.664307
	Iteration 58Q: 3 clusters Score -280338.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -280350.937500 Penalty: 2468.664307
	Iteration 59Q: 3 clusters Score -280350.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -280364.156250 Penalty: 2468.664307
	Iteration 60F: 3 clusters Score -280364.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -280381.750000 Penalty: 2468.664307
	Iteration 61Q: 3 clusters Score -280381.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -280393.625000 Penalty: 2468.664307
	Iteration 62Q: 3 clusters Score -280393.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -280399.843750 Penalty: 2468.664307
	Iteration 63Q: 3 clusters Score -280399.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -280408.093750 Penalty: 2468.664307
	Iteration 64Q: 3 clusters Score -280408.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -280414.937500 Penalty: 2468.664307
	Iteration 65Q: 3 clusters Score -280414.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -280420.125000 Penalty: 2468.664307
	Iteration 66Q: 3 clusters Score -280420.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -280425.875000 Penalty: 2468.664307
	Iteration 67Q: 3 clusters Score -280425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -280426.531250 Penalty: 2468.664307
	Iteration 68Q: 3 clusters Score -280426.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -280426.531250 Penalty: 2468.664307
	Iteration 69F: 3 clusters Score -280426.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Entering Unmasked Estep 
Score: -538016.187500 Penalty: 1341.529907
	Iteration 0F: 2 clusters Score -538016.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -534756.937500 Penalty: 2683.059814
	Iteration 0F: 3 clusters Score -534756.9 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -535616.437500 Penalty: 2683.059814
	Iteration 1F: 3 clusters Score -535616.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -535813.812500 Penalty: 2683.059814
	Iteration 2F: 3 clusters Score -535813.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -535963.250000 Penalty: 2683.059814
	Iteration 3F: 3 clusters Score -535963.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -536066.000000 Penalty: 2683.059814
	Iteration 4Q: 3 clusters Score -536066 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -536176.500000 Penalty: 2683.059814
	Iteration 5Q: 3 clusters Score -536176.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -536348.750000 Penalty: 2683.059814
	Iteration 6Q: 3 clusters Score -536348.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -536556.000000 Penalty: 2683.059814
	Iteration 7F: 3 clusters Score -536556 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -536736.500000 Penalty: 2683.059814
	Iteration 8F: 3 clusters Score -536736.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -536889.187500 Penalty: 2683.059814
	Iteration 9Q: 3 clusters Score -536889.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -536992.625000 Penalty: 2683.059814
	Iteration 10Q: 3 clusters Score -536992.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -537084.250000 Penalty: 2683.059814
	Iteration 11Q: 3 clusters Score -537084.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -537183.812500 Penalty: 2683.059814
	Iteration 12Q: 3 clusters Score -537183.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -537262.687500 Penalty: 2683.059814
	Iteration 13Q: 3 clusters Score -537262.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -537302.312500 Penalty: 2683.059814
	Iteration 14Q: 3 clusters Score -537302.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -537322.312500 Penalty: 2683.059814
	Iteration 15Q: 3 clusters Score -537322.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -537346.625000 Penalty: 2683.059814
	Iteration 16Q: 3 clusters Score -537346.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -537367.375000 Penalty: 2683.059814
	Iteration 17Q: 3 clusters Score -537367.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -537383.000000 Penalty: 2683.059814
	Iteration 18Q: 3 clusters Score -537383 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -537397.750000 Penalty: 2683.059814
	Iteration 19Q: 3 clusters Score -537397.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -537412.187500 Penalty: 2683.059814
	Iteration 20F: 3 clusters Score -537412.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -537417.937500 Penalty: 2683.059814
	Iteration 21Q: 3 clusters Score -537417.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -537422.562500 Penalty: 2683.059814
	Iteration 22Q: 3 clusters Score -537422.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -537428.375000 Penalty: 2683.059814
	Iteration 23Q: 3 clusters Score -537428.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -537435.937500 Penalty: 2683.059814
	Iteration 24Q: 3 clusters Score -537435.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -537445.312500 Penalty: 2683.059814
	Iteration 25Q: 3 clusters Score -537445.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -537452.500000 Penalty: 2683.059814
	Iteration 26Q: 3 clusters Score -537452.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -537458.937500 Penalty: 2683.059814
	Iteration 27Q: 3 clusters Score -537458.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -537461.937500 Penalty: 2683.059814
	Iteration 28Q: 3 clusters Score -537461.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -537465.875000 Penalty: 2683.059814
	Iteration 29Q: 3 clusters Score -537465.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -537466.937500 Penalty: 2683.059814
	Iteration 30Q: 3 clusters Score -537466.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -537469.375000 Penalty: 2683.059814
	Iteration 31Q: 3 clusters Score -537469.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -537472.875000 Penalty: 2683.059814
	Iteration 32Q: 3 clusters Score -537472.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -537475.437500 Penalty: 2683.059814
	Iteration 33Q: 3 clusters Score -537475.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -537478.625000 Penalty: 2683.059814
	Iteration 34Q: 3 clusters Score -537478.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -537480.812500 Penalty: 2683.059814
	Iteration 35Q: 3 clusters Score -537480.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -537484.250000 Penalty: 2683.059814
	Iteration 36Q: 3 clusters Score -537484.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -537489.437500 Penalty: 2683.059814
	Iteration 37Q: 3 clusters Score -537489.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -537495.562500 Penalty: 2683.059814
	Iteration 38Q: 3 clusters Score -537495.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -537502.000000 Penalty: 2683.059814
	Iteration 39Q: 3 clusters Score -537502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -537507.125000 Penalty: 2683.059814
	Iteration 40F: 3 clusters Score -537507.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -537510.625000 Penalty: 2683.059814
	Iteration 41Q: 3 clusters Score -537510.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -537513.000000 Penalty: 2683.059814
	Iteration 42Q: 3 clusters Score -537513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -537516.312500 Penalty: 2683.059814
	Iteration 43Q: 3 clusters Score -537516.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -537515.437500 Penalty: 2683.059814
	Iteration 44Q: 3 clusters Score -537515.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -537515.937500 Penalty: 2683.059814
	Iteration 45Q: 3 clusters Score -537515.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -537515.937500 Penalty: 2683.059814
	Iteration 46F: 3 clusters Score -537515.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -203429.703125 Penalty: 1185.446655
	Iteration 0F: 2 clusters Score -203429.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -201690.953125 Penalty: 2370.893311
	Iteration 0F: 3 clusters Score -201691 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -202069.718750 Penalty: 2370.893311
	Iteration 1F: 3 clusters Score -202069.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -202179.000000 Penalty: 2370.893311
	Iteration 2F: 3 clusters Score -202179 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -202258.484375 Penalty: 2370.893311
	Iteration 3F: 3 clusters Score -202258.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -202311.718750 Penalty: 2370.893311
	Iteration 4Q: 3 clusters Score -202311.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -202379.375000 Penalty: 2370.893311
	Iteration 5Q: 3 clusters Score -202379.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -202454.453125 Penalty: 2370.893311
	Iteration 6Q: 3 clusters Score -202454.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -202523.968750 Penalty: 2370.893311
	Iteration 7Q: 3 clusters Score -202524 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -202604.453125 Penalty: 2370.893311
	Iteration 8Q: 3 clusters Score -202604.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -202674.046875 Penalty: 2370.893311
	Iteration 9Q: 3 clusters Score -202674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -202740.531250 Penalty: 2370.893311
	Iteration 10Q: 3 clusters Score -202740.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -202811.843750 Penalty: 2370.893311
	Iteration 11Q: 3 clusters Score -202811.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -202851.875000 Penalty: 2370.893311
	Iteration 12Q: 3 clusters Score -202851.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -202867.500000 Penalty: 2370.893311
	Iteration 13Q: 3 clusters Score -202867.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -202879.656250 Penalty: 2370.893311
	Iteration 14Q: 3 clusters Score -202879.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -202894.359375 Penalty: 2370.893311
	Iteration 15Q: 3 clusters Score -202894.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -202902.500000 Penalty: 2370.893311
	Iteration 16Q: 3 clusters Score -202902.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -202912.000000 Penalty: 2370.893311
	Iteration 17Q: 3 clusters Score -202912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -202932.718750 Penalty: 2370.893311
	Iteration 18Q: 3 clusters Score -202932.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -202940.562500 Penalty: 2370.893311
	Iteration 19Q: 3 clusters Score -202940.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -202953.093750 Penalty: 2370.893311
	Iteration 20F: 3 clusters Score -202953.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -202961.031250 Penalty: 2370.893311
	Iteration 21Q: 3 clusters Score -202961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -202967.953125 Penalty: 2370.893311
	Iteration 22Q: 3 clusters Score -202968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -202972.640625 Penalty: 2370.893311
	Iteration 23Q: 3 clusters Score -202972.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -202976.937500 Penalty: 2370.893311
	Iteration 24Q: 3 clusters Score -202976.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -202980.171875 Penalty: 2370.893311
	Iteration 25Q: 3 clusters Score -202980.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -202983.640625 Penalty: 2370.893311
	Iteration 26Q: 3 clusters Score -202983.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -202988.984375 Penalty: 2370.893311
	Iteration 27Q: 3 clusters Score -202989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -202991.187500 Penalty: 2370.893311
	Iteration 28Q: 3 clusters Score -202991.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -202992.468750 Penalty: 2370.893311
	Iteration 29Q: 3 clusters Score -202992.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -202992.468750 Penalty: 2370.893311
	Iteration 30F: 3 clusters Score -202992.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Entering Unmasked Estep 
Score: -1655384.000000 Penalty: 1511.205078
	Iteration 0F: 2 clusters Score -1655384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1647553.375000 Penalty: 3022.410156
	Iteration 0F: 3 clusters Score -1647553 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1650182.500000 Penalty: 3022.410156
	Iteration 1F: 3 clusters Score -1650182 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1650460.375000 Penalty: 3022.410156
	Iteration 2F: 3 clusters Score -1650460 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1650692.375000 Penalty: 3022.410156
	Iteration 3F: 3 clusters Score -1650692 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1650908.500000 Penalty: 3022.410156
	Iteration 4Q: 3 clusters Score -1650908 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1651102.750000 Penalty: 3022.410156
	Iteration 5Q: 3 clusters Score -1651103 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1651301.250000 Penalty: 3022.410156
	Iteration 6Q: 3 clusters Score -1651301 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1651489.500000 Penalty: 3022.410156
	Iteration 7Q: 3 clusters Score -1651490 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1651671.250000 Penalty: 3022.410156
	Iteration 8Q: 3 clusters Score -1651671 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1651803.625000 Penalty: 3022.410156
	Iteration 9Q: 3 clusters Score -1651804 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1651904.875000 Penalty: 3022.410156
	Iteration 10Q: 3 clusters Score -1651905 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1651978.750000 Penalty: 3022.410156
	Iteration 11Q: 3 clusters Score -1651979 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1652057.750000 Penalty: 3022.410156
	Iteration 12Q: 3 clusters Score -1652058 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1652117.250000 Penalty: 3022.410156
	Iteration 13Q: 3 clusters Score -1652117 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1652178.125000 Penalty: 3022.410156
	Iteration 14Q: 3 clusters Score -1652178 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1652216.625000 Penalty: 3022.410156
	Iteration 15Q: 3 clusters Score -1652217 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1652245.375000 Penalty: 3022.410156
	Iteration 16Q: 3 clusters Score -1652245 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1652260.875000 Penalty: 3022.410156
	Iteration 17Q: 3 clusters Score -1652261 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1652280.875000 Penalty: 3022.410156
	Iteration 18Q: 3 clusters Score -1652281 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1652289.375000 Penalty: 3022.410156
	Iteration 19Q: 3 clusters Score -1652289 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1652303.375000 Penalty: 3022.410156
	Iteration 20F: 3 clusters Score -1652303 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1652307.250000 Penalty: 3022.410156
	Iteration 21Q: 3 clusters Score -1652307 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1652312.250000 Penalty: 3022.410156
	Iteration 22Q: 3 clusters Score -1652312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1652325.125000 Penalty: 3022.410156
	Iteration 23Q: 3 clusters Score -1652325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1652324.375000 Penalty: 3022.410156
	Iteration 24Q: 3 clusters Score -1652324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1652328.500000 Penalty: 3022.410156
	Iteration 25Q: 3 clusters Score -1652328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1652335.875000 Penalty: 3022.410156
	Iteration 26Q: 3 clusters Score -1652336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1652340.750000 Penalty: 3022.410156
	Iteration 27Q: 3 clusters Score -1652341 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1652345.500000 Penalty: 3022.410156
	Iteration 28Q: 3 clusters Score -1652346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1652350.375000 Penalty: 3022.410156
	Iteration 29Q: 3 clusters Score -1652350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1652349.125000 Penalty: 3022.410156
	Iteration 30Q: 3 clusters Score -1652349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1652350.000000 Penalty: 3022.410156
	Iteration 31Q: 3 clusters Score -1652350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1652354.375000 Penalty: 3022.410156
	Iteration 32Q: 3 clusters Score -1652354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1652352.000000 Penalty: 3022.410156
	Iteration 33Q: 3 clusters Score -1652352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1652352.875000 Penalty: 3022.410156
	Iteration 34Q: 3 clusters Score -1652353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1652356.500000 Penalty: 3022.410156
	Iteration 35Q: 3 clusters Score -1652356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1652359.375000 Penalty: 3022.410156
	Iteration 36Q: 3 clusters Score -1652359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1652356.500000 Penalty: 3022.410156
	Iteration 37Q: 3 clusters Score -1652356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1652359.250000 Penalty: 3022.410156
	Iteration 38Q: 3 clusters Score -1652359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1652360.000000 Penalty: 3022.410156
	Iteration 39Q: 3 clusters Score -1652360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1652362.750000 Penalty: 3022.410156
	Iteration 40F: 3 clusters Score -1652363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1652361.625000 Penalty: 3022.410156
	Iteration 41Q: 3 clusters Score -1652362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1652361.875000 Penalty: 3022.410156
	Iteration 42Q: 3 clusters Score -1652362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1652362.250000 Penalty: 3022.410156
	Iteration 43Q: 3 clusters Score -1652362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1652363.375000 Penalty: 3022.410156
	Iteration 44Q: 3 clusters Score -1652363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1652361.875000 Penalty: 3022.410156
	Iteration 45Q: 3 clusters Score -1652362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1652360.250000 Penalty: 3022.410156
	Iteration 46Q: 3 clusters Score -1652360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1652364.875000 Penalty: 3022.410156
	Iteration 47Q: 3 clusters Score -1652365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1652362.250000 Penalty: 3022.410156
	Iteration 48Q: 3 clusters Score -1652362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1652364.125000 Penalty: 3022.410156
	Iteration 49Q: 3 clusters Score -1652364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1652369.125000 Penalty: 3022.410156
	Iteration 50Q: 3 clusters Score -1652369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1652369.000000 Penalty: 3022.410156
	Iteration 51Q: 3 clusters Score -1652369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1652371.125000 Penalty: 3022.410156
	Iteration 52Q: 3 clusters Score -1652371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1652369.375000 Penalty: 3022.410156
	Iteration 53Q: 3 clusters Score -1652369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1652372.750000 Penalty: 3022.410156
	Iteration 54Q: 3 clusters Score -1652373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1652372.375000 Penalty: 3022.410156
	Iteration 55Q: 3 clusters Score -1652372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1652371.250000 Penalty: 3022.410156
	Iteration 56Q: 3 clusters Score -1652371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1652372.000000 Penalty: 3022.410156
	Iteration 57Q: 3 clusters Score -1652372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1652372.000000 Penalty: 3022.410156
	Iteration 58F: 3 clusters Score -1652372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -166217.171875 Penalty: 1157.858521
	Iteration 0F: 2 clusters Score -166217.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -164557.562500 Penalty: 2315.717041
	Iteration 0F: 3 clusters Score -164557.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -164871.828125 Penalty: 2315.717041
	Iteration 1F: 3 clusters Score -164871.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -164993.359375 Penalty: 2315.717041
	Iteration 2F: 3 clusters Score -164993.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -165047.765625 Penalty: 2315.717041
	Iteration 3Q: 3 clusters Score -165047.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -165068.765625 Penalty: 2315.717041
	Iteration 4Q: 3 clusters Score -165068.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -165083.765625 Penalty: 2315.717041
	Iteration 5Q: 3 clusters Score -165083.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -165101.218750 Penalty: 2315.717041
	Iteration 6Q: 3 clusters Score -165101.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -165115.078125 Penalty: 2315.717041
	Iteration 7Q: 3 clusters Score -165115.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -165124.640625 Penalty: 2315.717041
	Iteration 8Q: 3 clusters Score -165124.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -165128.500000 Penalty: 2315.717041
	Iteration 9Q: 3 clusters Score -165128.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -165130.921875 Penalty: 2315.717041
	Iteration 10Q: 3 clusters Score -165130.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -165136.421875 Penalty: 2315.717041
	Iteration 11Q: 3 clusters Score -165136.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -165144.406250 Penalty: 2315.717041
	Iteration 12Q: 3 clusters Score -165144.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -165150.046875 Penalty: 2315.717041
	Iteration 13Q: 3 clusters Score -165150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -165154.062500 Penalty: 2315.717041
	Iteration 14Q: 3 clusters Score -165154.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -165161.250000 Penalty: 2315.717041
	Iteration 15Q: 3 clusters Score -165161.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -165164.468750 Penalty: 2315.717041
	Iteration 16Q: 3 clusters Score -165164.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -165166.000000 Penalty: 2315.717041
	Iteration 17Q: 3 clusters Score -165166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -165167.281250 Penalty: 2315.717041
	Iteration 18Q: 3 clusters Score -165167.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -165167.281250 Penalty: 2315.717041
	Iteration 19F: 3 clusters Score -165167.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -258177.984375 Penalty: 1241.363647
	Iteration 0F: 2 clusters Score -258178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -256045.375000 Penalty: 2482.727295
	Iteration 0F: 3 clusters Score -256045.4 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -256592.421875 Penalty: 2482.727295
	Iteration 1F: 3 clusters Score -256592.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -256748.625000 Penalty: 2482.727295
	Iteration 2F: 3 clusters Score -256748.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -256841.750000 Penalty: 2482.727295
	Iteration 3F: 3 clusters Score -256841.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -256931.328125 Penalty: 2482.727295
	Iteration 4Q: 3 clusters Score -256931.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -257007.953125 Penalty: 2482.727295
	Iteration 5Q: 3 clusters Score -257008 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -257082.234375 Penalty: 2482.727295
	Iteration 6Q: 3 clusters Score -257082.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -257157.515625 Penalty: 2482.727295
	Iteration 7Q: 3 clusters Score -257157.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -257246.515625 Penalty: 2482.727295
	Iteration 8Q: 3 clusters Score -257246.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -257331.359375 Penalty: 2482.727295
	Iteration 9Q: 3 clusters Score -257331.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -257413.453125 Penalty: 2482.727295
	Iteration 10Q: 3 clusters Score -257413.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -257479.968750 Penalty: 2482.727295
	Iteration 11Q: 3 clusters Score -257480 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -257529.359375 Penalty: 2482.727295
	Iteration 12Q: 3 clusters Score -257529.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -257584.890625 Penalty: 2482.727295
	Iteration 13Q: 3 clusters Score -257584.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -257630.234375 Penalty: 2482.727295
	Iteration 14Q: 3 clusters Score -257630.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -257683.828125 Penalty: 2482.727295
	Iteration 15Q: 3 clusters Score -257683.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -257739.718750 Penalty: 2482.727295
	Iteration 16Q: 3 clusters Score -257739.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -257806.359375 Penalty: 2482.727295
	Iteration 17Q: 3 clusters Score -257806.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -257863.546875 Penalty: 2482.727295
	Iteration 18Q: 3 clusters Score -257863.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -257887.921875 Penalty: 2482.727295
	Iteration 19Q: 3 clusters Score -257887.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -257915.281250 Penalty: 2482.727295
	Iteration 20F: 3 clusters Score -257915.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -257939.609375 Penalty: 2482.727295
	Iteration 21Q: 3 clusters Score -257939.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -257952.359375 Penalty: 2482.727295
	Iteration 22Q: 3 clusters Score -257952.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -257965.921875 Penalty: 2482.727295
	Iteration 23Q: 3 clusters Score -257965.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -257980.312500 Penalty: 2482.727295
	Iteration 24Q: 3 clusters Score -257980.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -257988.125000 Penalty: 2482.727295
	Iteration 25Q: 3 clusters Score -257988.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -257999.156250 Penalty: 2482.727295
	Iteration 26Q: 3 clusters Score -257999.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -258007.593750 Penalty: 2482.727295
	Iteration 27Q: 3 clusters Score -258007.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -258013.781250 Penalty: 2482.727295
	Iteration 28Q: 3 clusters Score -258013.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -258020.187500 Penalty: 2482.727295
	Iteration 29Q: 3 clusters Score -258020.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -258031.000000 Penalty: 2482.727295
	Iteration 30Q: 3 clusters Score -258031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -258045.734375 Penalty: 2482.727295
	Iteration 31Q: 3 clusters Score -258045.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -258055.812500 Penalty: 2482.727295
	Iteration 32Q: 3 clusters Score -258055.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -258066.265625 Penalty: 2482.727295
	Iteration 33Q: 3 clusters Score -258066.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -258079.984375 Penalty: 2482.727295
	Iteration 34Q: 3 clusters Score -258080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -258098.343750 Penalty: 2482.727295
	Iteration 35Q: 3 clusters Score -258098.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -258107.875000 Penalty: 2482.727295
	Iteration 36Q: 3 clusters Score -258107.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -258117.796875 Penalty: 2482.727295
	Iteration 37Q: 3 clusters Score -258117.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -258122.234375 Penalty: 2482.727295
	Iteration 38Q: 3 clusters Score -258122.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -258129.781250 Penalty: 2482.727295
	Iteration 39Q: 3 clusters Score -258129.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -258132.234375 Penalty: 2482.727295
	Iteration 40F: 3 clusters Score -258132.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -258133.718750 Penalty: 2482.727295
	Iteration 41Q: 3 clusters Score -258133.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -258134.281250 Penalty: 2482.727295
	Iteration 42Q: 3 clusters Score -258134.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -258135.984375 Penalty: 2482.727295
	Iteration 43Q: 3 clusters Score -258136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -258136.546875 Penalty: 2482.727295
	Iteration 44Q: 3 clusters Score -258136.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -258137.812500 Penalty: 2482.727295
	Iteration 45Q: 3 clusters Score -258137.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -258137.390625 Penalty: 2482.727295
	Iteration 46Q: 3 clusters Score -258137.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -258137.390625 Penalty: 2482.727295
	Iteration 47F: 3 clusters Score -258137.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Entering Unmasked Estep 
Score: -1343000.500000 Penalty: 1487.091553
	Iteration 0F: 2 clusters Score -1343000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1336208.500000 Penalty: 2974.183105
	Iteration 0F: 3 clusters Score -1336208 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1338454.500000 Penalty: 2974.183105
	Iteration 1F: 3 clusters Score -1338454 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1338696.375000 Penalty: 2974.183105
	Iteration 2F: 3 clusters Score -1338696 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1338866.000000 Penalty: 2974.183105
	Iteration 3Q: 3 clusters Score -1338866 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1339022.375000 Penalty: 2974.183105
	Iteration 4Q: 3 clusters Score -1339022 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1339175.750000 Penalty: 2974.183105
	Iteration 5Q: 3 clusters Score -1339176 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1339351.125000 Penalty: 2974.183105
	Iteration 6Q: 3 clusters Score -1339351 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1339534.125000 Penalty: 2974.183105
	Iteration 7Q: 3 clusters Score -1339534 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1339747.375000 Penalty: 2974.183105
	Iteration 8Q: 3 clusters Score -1339747 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1339969.875000 Penalty: 2974.183105
	Iteration 9Q: 3 clusters Score -1339970 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1340228.625000 Penalty: 2974.183105
	Iteration 10Q: 3 clusters Score -1340229 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1340507.500000 Penalty: 2974.183105
	Iteration 11Q: 3 clusters Score -1340508 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1340789.625000 Penalty: 2974.183105
	Iteration 12Q: 3 clusters Score -1340790 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1341049.000000 Penalty: 2974.183105
	Iteration 13Q: 3 clusters Score -1341049 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1341250.625000 Penalty: 2974.183105
	Iteration 14Q: 3 clusters Score -1341251 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1341382.750000 Penalty: 2974.183105
	Iteration 15Q: 3 clusters Score -1341383 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1341477.875000 Penalty: 2974.183105
	Iteration 16Q: 3 clusters Score -1341478 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1341545.625000 Penalty: 2974.183105
	Iteration 17Q: 3 clusters Score -1341546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1341587.375000 Penalty: 2974.183105
	Iteration 18Q: 3 clusters Score -1341587 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1341626.125000 Penalty: 2974.183105
	Iteration 19Q: 3 clusters Score -1341626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1341648.125000 Penalty: 2974.183105
	Iteration 20F: 3 clusters Score -1341648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1341664.750000 Penalty: 2974.183105
	Iteration 21Q: 3 clusters Score -1341665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1341684.375000 Penalty: 2974.183105
	Iteration 22Q: 3 clusters Score -1341684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1341698.375000 Penalty: 2974.183105
	Iteration 23Q: 3 clusters Score -1341698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1341708.625000 Penalty: 2974.183105
	Iteration 24Q: 3 clusters Score -1341709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1341716.125000 Penalty: 2974.183105
	Iteration 25Q: 3 clusters Score -1341716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1341721.250000 Penalty: 2974.183105
	Iteration 26Q: 3 clusters Score -1341721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1341724.750000 Penalty: 2974.183105
	Iteration 27Q: 3 clusters Score -1341725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1341730.375000 Penalty: 2974.183105
	Iteration 28Q: 3 clusters Score -1341730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1341735.250000 Penalty: 2974.183105
	Iteration 29Q: 3 clusters Score -1341735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1341737.750000 Penalty: 2974.183105
	Iteration 30Q: 3 clusters Score -1341738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1341738.375000 Penalty: 2974.183105
	Iteration 31Q: 3 clusters Score -1341738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1341738.375000 Penalty: 2974.183105
	Iteration 32F: 3 clusters Score -1341738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Entering Unmasked Estep 
Score: -2252360.000000 Penalty: 1559.340698
	Iteration 0F: 2 clusters Score -2252360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2242412.750000 Penalty: 3118.681396
	Iteration 0F: 3 clusters Score -2242413 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2245812.750000 Penalty: 3118.681396
	Iteration 1F: 3 clusters Score -2245813 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2246115.500000 Penalty: 3118.681396
	Iteration 2F: 3 clusters Score -2246116 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2246384.500000 Penalty: 3118.681396
	Iteration 3Q: 3 clusters Score -2246384 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2246662.500000 Penalty: 3118.681396
	Iteration 4Q: 3 clusters Score -2246662 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2246937.750000 Penalty: 3118.681396
	Iteration 5Q: 3 clusters Score -2246938 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2247171.500000 Penalty: 3118.681396
	Iteration 6Q: 3 clusters Score -2247172 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2247411.000000 Penalty: 3118.681396
	Iteration 7Q: 3 clusters Score -2247411 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2247652.750000 Penalty: 3118.681396
	Iteration 8Q: 3 clusters Score -2247653 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2247881.000000 Penalty: 3118.681396
	Iteration 9Q: 3 clusters Score -2247881 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2248081.750000 Penalty: 3118.681396
	Iteration 10Q: 3 clusters Score -2248082 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2248281.000000 Penalty: 3118.681396
	Iteration 11Q: 3 clusters Score -2248281 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2248492.750000 Penalty: 3118.681396
	Iteration 12Q: 3 clusters Score -2248493 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2248781.750000 Penalty: 3118.681396
	Iteration 13Q: 3 clusters Score -2248782 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2249103.250000 Penalty: 3118.681396
	Iteration 14Q: 3 clusters Score -2249103 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2249401.000000 Penalty: 3118.681396
	Iteration 15Q: 3 clusters Score -2249401 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2249686.750000 Penalty: 3118.681396
	Iteration 16Q: 3 clusters Score -2249687 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2249939.250000 Penalty: 3118.681396
	Iteration 17Q: 3 clusters Score -2249939 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2250158.000000 Penalty: 3118.681396
	Iteration 18Q: 3 clusters Score -2250158 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2250333.250000 Penalty: 3118.681396
	Iteration 19Q: 3 clusters Score -2250333 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2250481.750000 Penalty: 3118.681396
	Iteration 20F: 3 clusters Score -2250482 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2250594.000000 Penalty: 3118.681396
	Iteration 21Q: 3 clusters Score -2250594 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2250697.250000 Penalty: 3118.681396
	Iteration 22Q: 3 clusters Score -2250697 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2250753.250000 Penalty: 3118.681396
	Iteration 23Q: 3 clusters Score -2250753 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2250806.750000 Penalty: 3118.681396
	Iteration 24Q: 3 clusters Score -2250807 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2250838.750000 Penalty: 3118.681396
	Iteration 25Q: 3 clusters Score -2250839 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2250864.000000 Penalty: 3118.681396
	Iteration 26Q: 3 clusters Score -2250864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2250882.250000 Penalty: 3118.681396
	Iteration 27Q: 3 clusters Score -2250882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2250901.250000 Penalty: 3118.681396
	Iteration 28Q: 3 clusters Score -2250901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2250911.250000 Penalty: 3118.681396
	Iteration 29Q: 3 clusters Score -2250911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2250924.750000 Penalty: 3118.681396
	Iteration 30Q: 3 clusters Score -2250925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2250926.500000 Penalty: 3118.681396
	Iteration 31Q: 3 clusters Score -2250926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2250929.000000 Penalty: 3118.681396
	Iteration 32Q: 3 clusters Score -2250929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2250930.500000 Penalty: 3118.681396
	Iteration 33Q: 3 clusters Score -2250930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2250930.500000 Penalty: 3118.681396
	Iteration 34Q: 3 clusters Score -2250930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2250932.000000 Penalty: 3118.681396
	Iteration 35Q: 3 clusters Score -2250932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2250934.000000 Penalty: 3118.681396
	Iteration 36Q: 3 clusters Score -2250934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2250935.000000 Penalty: 3118.681396
	Iteration 37Q: 3 clusters Score -2250935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2250939.750000 Penalty: 3118.681396
	Iteration 38Q: 3 clusters Score -2250940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2250937.000000 Penalty: 3118.681396
	Iteration 39Q: 3 clusters Score -2250937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2250937.750000 Penalty: 3118.681396
	Iteration 40F: 3 clusters Score -2250938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Entering Unmasked Estep 
Score: -555508.562500 Penalty: 1352.546997
	Iteration 0F: 2 clusters Score -555508.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -552080.437500 Penalty: 2705.093994
	Iteration 0F: 3 clusters Score -552080.4 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -553010.312500 Penalty: 2705.093994
	Iteration 1F: 3 clusters Score -553010.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -553210.937500 Penalty: 2705.093994
	Iteration 2F: 3 clusters Score -553210.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -553381.500000 Penalty: 2705.093994
	Iteration 3F: 3 clusters Score -553381.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -553518.437500 Penalty: 2705.093994
	Iteration 4Q: 3 clusters Score -553518.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -553656.937500 Penalty: 2705.093994
	Iteration 5Q: 3 clusters Score -553656.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -553774.875000 Penalty: 2705.093994
	Iteration 6Q: 3 clusters Score -553774.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -553885.187500 Penalty: 2705.093994
	Iteration 7Q: 3 clusters Score -553885.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -553993.000000 Penalty: 2705.093994
	Iteration 8Q: 3 clusters Score -553993 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -554106.812500 Penalty: 2705.093994
	Iteration 9Q: 3 clusters Score -554106.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -554223.500000 Penalty: 2705.093994
	Iteration 10Q: 3 clusters Score -554223.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -554332.750000 Penalty: 2705.093994
	Iteration 11Q: 3 clusters Score -554332.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -554412.750000 Penalty: 2705.093994
	Iteration 12Q: 3 clusters Score -554412.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -554475.750000 Penalty: 2705.093994
	Iteration 13Q: 3 clusters Score -554475.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -554531.250000 Penalty: 2705.093994
	Iteration 14Q: 3 clusters Score -554531.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -554581.812500 Penalty: 2705.093994
	Iteration 15Q: 3 clusters Score -554581.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -554632.562500 Penalty: 2705.093994
	Iteration 16Q: 3 clusters Score -554632.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -554665.500000 Penalty: 2705.093994
	Iteration 17Q: 3 clusters Score -554665.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -554701.250000 Penalty: 2705.093994
	Iteration 18Q: 3 clusters Score -554701.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -554729.937500 Penalty: 2705.093994
	Iteration 19Q: 3 clusters Score -554729.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -554752.125000 Penalty: 2705.093994
	Iteration 20F: 3 clusters Score -554752.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -554771.750000 Penalty: 2705.093994
	Iteration 21Q: 3 clusters Score -554771.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -554785.250000 Penalty: 2705.093994
	Iteration 22Q: 3 clusters Score -554785.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -554795.187500 Penalty: 2705.093994
	Iteration 23Q: 3 clusters Score -554795.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -554801.375000 Penalty: 2705.093994
	Iteration 24Q: 3 clusters Score -554801.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -554806.125000 Penalty: 2705.093994
	Iteration 25Q: 3 clusters Score -554806.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -554814.687500 Penalty: 2705.093994
	Iteration 26Q: 3 clusters Score -554814.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -554818.437500 Penalty: 2705.093994
	Iteration 27Q: 3 clusters Score -554818.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -554822.812500 Penalty: 2705.093994
	Iteration 28Q: 3 clusters Score -554822.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -554824.312500 Penalty: 2705.093994
	Iteration 29Q: 3 clusters Score -554824.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -554827.750000 Penalty: 2705.093994
	Iteration 30Q: 3 clusters Score -554827.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -554829.312500 Penalty: 2705.093994
	Iteration 31Q: 3 clusters Score -554829.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -554832.625000 Penalty: 2705.093994
	Iteration 32Q: 3 clusters Score -554832.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -554836.437500 Penalty: 2705.093994
	Iteration 33Q: 3 clusters Score -554836.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -554842.125000 Penalty: 2705.093994
	Iteration 34Q: 3 clusters Score -554842.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -554845.875000 Penalty: 2705.093994
	Iteration 35Q: 3 clusters Score -554845.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -554848.937500 Penalty: 2705.093994
	Iteration 36Q: 3 clusters Score -554848.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -554851.437500 Penalty: 2705.093994
	Iteration 37Q: 3 clusters Score -554851.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -554853.875000 Penalty: 2705.093994
	Iteration 38Q: 3 clusters Score -554853.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -554858.000000 Penalty: 2705.093994
	Iteration 39Q: 3 clusters Score -554858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -554862.875000 Penalty: 2705.093994
	Iteration 40F: 3 clusters Score -554862.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -554866.625000 Penalty: 2705.093994
	Iteration 41Q: 3 clusters Score -554866.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -554869.687500 Penalty: 2705.093994
	Iteration 42Q: 3 clusters Score -554869.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -554872.250000 Penalty: 2705.093994
	Iteration 43Q: 3 clusters Score -554872.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -554875.250000 Penalty: 2705.093994
	Iteration 44Q: 3 clusters Score -554875.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -554878.312500 Penalty: 2705.093994
	Iteration 45Q: 3 clusters Score -554878.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -554880.437500 Penalty: 2705.093994
	Iteration 46Q: 3 clusters Score -554880.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -554881.750000 Penalty: 2705.093994
	Iteration 47Q: 3 clusters Score -554881.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -554883.250000 Penalty: 2705.093994
	Iteration 48Q: 3 clusters Score -554883.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -554886.437500 Penalty: 2705.093994
	Iteration 49Q: 3 clusters Score -554886.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -554887.562500 Penalty: 2705.093994
	Iteration 50Q: 3 clusters Score -554887.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -554889.875000 Penalty: 2705.093994
	Iteration 51Q: 3 clusters Score -554889.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -554894.062500 Penalty: 2705.093994
	Iteration 52Q: 3 clusters Score -554894.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -554899.500000 Penalty: 2705.093994
	Iteration 53Q: 3 clusters Score -554899.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -554899.500000 Penalty: 2705.093994
	Iteration 54Q: 3 clusters Score -554899.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -554902.375000 Penalty: 2705.093994
	Iteration 55Q: 3 clusters Score -554902.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -554905.750000 Penalty: 2705.093994
	Iteration 56Q: 3 clusters Score -554905.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -554908.437500 Penalty: 2705.093994
	Iteration 57Q: 3 clusters Score -554908.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -554910.875000 Penalty: 2705.093994
	Iteration 58Q: 3 clusters Score -554910.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -554912.437500 Penalty: 2705.093994
	Iteration 59Q: 3 clusters Score -554912.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -554913.312500 Penalty: 2705.093994
	Iteration 60F: 3 clusters Score -554913.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -554915.625000 Penalty: 2705.093994
	Iteration 61Q: 3 clusters Score -554915.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -554916.000000 Penalty: 2705.093994
	Iteration 62Q: 3 clusters Score -554916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -554917.187500 Penalty: 2705.093994
	Iteration 63Q: 3 clusters Score -554917.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -554918.500000 Penalty: 2705.093994
	Iteration 64Q: 3 clusters Score -554918.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -554919.625000 Penalty: 2705.093994
	Iteration 65Q: 3 clusters Score -554919.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -554920.500000 Penalty: 2705.093994
	Iteration 66Q: 3 clusters Score -554920.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -554922.375000 Penalty: 2705.093994
	Iteration 67Q: 3 clusters Score -554922.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -554923.312500 Penalty: 2705.093994
	Iteration 68Q: 3 clusters Score -554923.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -554923.750000 Penalty: 2705.093994
	Iteration 69Q: 3 clusters Score -554923.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -554925.062500 Penalty: 2705.093994
	Iteration 70Q: 3 clusters Score -554925.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -554926.125000 Penalty: 2705.093994
	Iteration 71Q: 3 clusters Score -554926.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -554926.375000 Penalty: 2705.093994
	Iteration 72Q: 3 clusters Score -554926.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -554926.875000 Penalty: 2705.093994
	Iteration 73Q: 3 clusters Score -554926.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -554929.375000 Penalty: 2705.093994
	Iteration 74Q: 3 clusters Score -554929.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -554932.687500 Penalty: 2705.093994
	Iteration 75Q: 3 clusters Score -554932.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -554935.250000 Penalty: 2705.093994
	Iteration 76Q: 3 clusters Score -554935.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -554938.062500 Penalty: 2705.093994
	Iteration 77Q: 3 clusters Score -554938.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -554938.437500 Penalty: 2705.093994
	Iteration 78Q: 3 clusters Score -554938.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -554941.437500 Penalty: 2705.093994
	Iteration 79Q: 3 clusters Score -554941.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -554944.562500 Penalty: 2705.093994
	Iteration 80F: 3 clusters Score -554944.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -554947.125000 Penalty: 2705.093994
	Iteration 81Q: 3 clusters Score -554947.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -554951.625000 Penalty: 2705.093994
	Iteration 82Q: 3 clusters Score -554951.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -554954.687500 Penalty: 2705.093994
	Iteration 83Q: 3 clusters Score -554954.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -554958.875000 Penalty: 2705.093994
	Iteration 84Q: 3 clusters Score -554958.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -554963.437500 Penalty: 2705.093994
	Iteration 85Q: 3 clusters Score -554963.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -554967.500000 Penalty: 2705.093994
	Iteration 86Q: 3 clusters Score -554967.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -554970.875000 Penalty: 2705.093994
	Iteration 87Q: 3 clusters Score -554970.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -554977.375000 Penalty: 2705.093994
	Iteration 88Q: 3 clusters Score -554977.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -554984.312500 Penalty: 2705.093994
	Iteration 89Q: 3 clusters Score -554984.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -554991.625000 Penalty: 2705.093994
	Iteration 90Q: 3 clusters Score -554991.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -554997.562500 Penalty: 2705.093994
	Iteration 91Q: 3 clusters Score -554997.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -555001.125000 Penalty: 2705.093994
	Iteration 92Q: 3 clusters Score -555001.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -555003.125000 Penalty: 2705.093994
	Iteration 93Q: 3 clusters Score -555003.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -555005.375000 Penalty: 2705.093994
	Iteration 94Q: 3 clusters Score -555005.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -555007.562500 Penalty: 2705.093994
	Iteration 95Q: 3 clusters Score -555007.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -555013.562500 Penalty: 2705.093994
	Iteration 96Q: 3 clusters Score -555013.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -555018.125000 Penalty: 2705.093994
	Iteration 97Q: 3 clusters Score -555018.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -555019.250000 Penalty: 2705.093994
	Iteration 98Q: 3 clusters Score -555019.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -555020.125000 Penalty: 2705.093994
	Iteration 99Q: 3 clusters Score -555020.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -555021.312500 Penalty: 2705.093994
	Iteration 100F: 3 clusters Score -555021.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -555021.750000 Penalty: 2705.093994
	Iteration 101Q: 3 clusters Score -555021.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -555021.500000 Penalty: 2705.093994
	Iteration 102Q: 3 clusters Score -555021.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -555021.250000 Penalty: 2705.093994
	Iteration 103Q: 3 clusters Score -555021.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -555021.250000 Penalty: 2705.093994
	Iteration 104F: 3 clusters Score -555021.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Entering Unmasked Estep 
Score: -401766.500000 Penalty: 1302.705322
	Iteration 0F: 2 clusters Score -401766.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -399060.656250 Penalty: 2605.410645
	Iteration 0F: 3 clusters Score -399060.7 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -399786.843750 Penalty: 2605.410645
	Iteration 1F: 3 clusters Score -399786.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -399990.437500 Penalty: 2605.410645
	Iteration 2F: 3 clusters Score -399990.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -400122.062500 Penalty: 2605.410645
	Iteration 3F: 3 clusters Score -400122.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -400251.906250 Penalty: 2605.410645
	Iteration 4F: 3 clusters Score -400251.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -400361.062500 Penalty: 2605.410645
	Iteration 5Q: 3 clusters Score -400361.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -400467.031250 Penalty: 2605.410645
	Iteration 6Q: 3 clusters Score -400467 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -400558.375000 Penalty: 2605.410645
	Iteration 7Q: 3 clusters Score -400558.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -400649.437500 Penalty: 2605.410645
	Iteration 8Q: 3 clusters Score -400649.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -400731.781250 Penalty: 2605.410645
	Iteration 9Q: 3 clusters Score -400731.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -400792.156250 Penalty: 2605.410645
	Iteration 10Q: 3 clusters Score -400792.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -400839.156250 Penalty: 2605.410645
	Iteration 11Q: 3 clusters Score -400839.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -400876.312500 Penalty: 2605.410645
	Iteration 12Q: 3 clusters Score -400876.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -400907.187500 Penalty: 2605.410645
	Iteration 13Q: 3 clusters Score -400907.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -400928.625000 Penalty: 2605.410645
	Iteration 14Q: 3 clusters Score -400928.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -400944.906250 Penalty: 2605.410645
	Iteration 15Q: 3 clusters Score -400944.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -400956.218750 Penalty: 2605.410645
	Iteration 16Q: 3 clusters Score -400956.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -400965.812500 Penalty: 2605.410645
	Iteration 17Q: 3 clusters Score -400965.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -400978.687500 Penalty: 2605.410645
	Iteration 18Q: 3 clusters Score -400978.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -400985.000000 Penalty: 2605.410645
	Iteration 19Q: 3 clusters Score -400985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -400991.343750 Penalty: 2605.410645
	Iteration 20F: 3 clusters Score -400991.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -400995.687500 Penalty: 2605.410645
	Iteration 21Q: 3 clusters Score -400995.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -400998.968750 Penalty: 2605.410645
	Iteration 22Q: 3 clusters Score -400999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -401002.531250 Penalty: 2605.410645
	Iteration 23Q: 3 clusters Score -401002.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -401006.218750 Penalty: 2605.410645
	Iteration 24Q: 3 clusters Score -401006.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -401011.812500 Penalty: 2605.410645
	Iteration 25Q: 3 clusters Score -401011.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -401015.562500 Penalty: 2605.410645
	Iteration 26Q: 3 clusters Score -401015.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -401019.000000 Penalty: 2605.410645
	Iteration 27Q: 3 clusters Score -401019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -401019.312500 Penalty: 2605.410645
	Iteration 28Q: 3 clusters Score -401019.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -401019.718750 Penalty: 2605.410645
	Iteration 29Q: 3 clusters Score -401019.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -401022.406250 Penalty: 2605.410645
	Iteration 30Q: 3 clusters Score -401022.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -401022.937500 Penalty: 2605.410645
	Iteration 31Q: 3 clusters Score -401022.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -401023.687500 Penalty: 2605.410645
	Iteration 32Q: 3 clusters Score -401023.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -401023.687500 Penalty: 2605.410645
	Iteration 33F: 3 clusters Score -401023.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Entering Unmasked Estep 
Score: -372540.843750 Penalty: 1289.881348
	Iteration 0F: 2 clusters Score -372540.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -369950.343750 Penalty: 2579.762695
	Iteration 0F: 3 clusters Score -369950.3 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -370564.562500 Penalty: 2579.762695
	Iteration 1F: 3 clusters Score -370564.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -370692.375000 Penalty: 2579.762695
	Iteration 2F: 3 clusters Score -370692.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -370786.875000 Penalty: 2579.762695
	Iteration 3F: 3 clusters Score -370786.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -370884.312500 Penalty: 2579.762695
	Iteration 4Q: 3 clusters Score -370884.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -370994.656250 Penalty: 2579.762695
	Iteration 5Q: 3 clusters Score -370994.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -371150.000000 Penalty: 2579.762695
	Iteration 6F: 3 clusters Score -371150 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -371319.656250 Penalty: 2579.762695
	Iteration 7F: 3 clusters Score -371319.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -371501.468750 Penalty: 2579.762695
	Iteration 8F: 3 clusters Score -371501.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -371668.281250 Penalty: 2579.762695
	Iteration 9F: 3 clusters Score -371668.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -371806.218750 Penalty: 2579.762695
	Iteration 10Q: 3 clusters Score -371806.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -371941.937500 Penalty: 2579.762695
	Iteration 11Q: 3 clusters Score -371941.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -372050.312500 Penalty: 2579.762695
	Iteration 12Q: 3 clusters Score -372050.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -372115.093750 Penalty: 2579.762695
	Iteration 13Q: 3 clusters Score -372115.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -372149.593750 Penalty: 2579.762695
	Iteration 14Q: 3 clusters Score -372149.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -372162.312500 Penalty: 2579.762695
	Iteration 15Q: 3 clusters Score -372162.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -372173.375000 Penalty: 2579.762695
	Iteration 16Q: 3 clusters Score -372173.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -372181.406250 Penalty: 2579.762695
	Iteration 17Q: 3 clusters Score -372181.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -372186.468750 Penalty: 2579.762695
	Iteration 18Q: 3 clusters Score -372186.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -372188.375000 Penalty: 2579.762695
	Iteration 19Q: 3 clusters Score -372188.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -372195.812500 Penalty: 2579.762695
	Iteration 20F: 3 clusters Score -372195.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -372205.468750 Penalty: 2579.762695
	Iteration 21Q: 3 clusters Score -372205.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -372210.812500 Penalty: 2579.762695
	Iteration 22Q: 3 clusters Score -372210.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -372213.625000 Penalty: 2579.762695
	Iteration 23Q: 3 clusters Score -372213.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -372215.062500 Penalty: 2579.762695
	Iteration 24Q: 3 clusters Score -372215.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -372218.187500 Penalty: 2579.762695
	Iteration 25Q: 3 clusters Score -372218.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -372220.875000 Penalty: 2579.762695
	Iteration 26Q: 3 clusters Score -372220.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -372221.062500 Penalty: 2579.762695
	Iteration 27Q: 3 clusters Score -372221.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -372221.343750 Penalty: 2579.762695
	Iteration 28Q: 3 clusters Score -372221.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -372221.343750 Penalty: 2579.762695
	Iteration 29F: 3 clusters Score -372221.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Entering Unmasked Estep 
Score: -2066476.625000 Penalty: 1547.135620
	Iteration 0F: 2 clusters Score -2066477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2057179.500000 Penalty: 3094.271240
	Iteration 0F: 3 clusters Score -2057180 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2060395.250000 Penalty: 3094.271240
	Iteration 1F: 3 clusters Score -2060395 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2060640.500000 Penalty: 3094.271240
	Iteration 2F: 3 clusters Score -2060640 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2060879.250000 Penalty: 3094.271240
	Iteration 3Q: 3 clusters Score -2060879 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2061125.500000 Penalty: 3094.271240
	Iteration 4Q: 3 clusters Score -2061126 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2061401.750000 Penalty: 3094.271240
	Iteration 5Q: 3 clusters Score -2061402 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2061695.750000 Penalty: 3094.271240
	Iteration 6Q: 3 clusters Score -2061696 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2062016.750000 Penalty: 3094.271240
	Iteration 7Q: 3 clusters Score -2062017 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2062370.875000 Penalty: 3094.271240
	Iteration 8Q: 3 clusters Score -2062371 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2062793.375000 Penalty: 3094.271240
	Iteration 9F: 3 clusters Score -2062793 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2063227.750000 Penalty: 3094.271240
	Iteration 10Q: 3 clusters Score -2063228 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2063655.000000 Penalty: 3094.271240
	Iteration 11Q: 3 clusters Score -2063655 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2064006.875000 Penalty: 3094.271240
	Iteration 12Q: 3 clusters Score -2064007 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2064269.500000 Penalty: 3094.271240
	Iteration 13Q: 3 clusters Score -2064270 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2064452.625000 Penalty: 3094.271240
	Iteration 14Q: 3 clusters Score -2064453 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2064575.000000 Penalty: 3094.271240
	Iteration 15Q: 3 clusters Score -2064575 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2064658.625000 Penalty: 3094.271240
	Iteration 16Q: 3 clusters Score -2064659 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2064718.500000 Penalty: 3094.271240
	Iteration 17Q: 3 clusters Score -2064718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2064765.125000 Penalty: 3094.271240
	Iteration 18Q: 3 clusters Score -2064765 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2064795.000000 Penalty: 3094.271240
	Iteration 19Q: 3 clusters Score -2064795 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2064828.250000 Penalty: 3094.271240
	Iteration 20F: 3 clusters Score -2064828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2064857.500000 Penalty: 3094.271240
	Iteration 21Q: 3 clusters Score -2064858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2064876.750000 Penalty: 3094.271240
	Iteration 22Q: 3 clusters Score -2064877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2064894.000000 Penalty: 3094.271240
	Iteration 23Q: 3 clusters Score -2064894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2064917.000000 Penalty: 3094.271240
	Iteration 24Q: 3 clusters Score -2064917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2064930.250000 Penalty: 3094.271240
	Iteration 25Q: 3 clusters Score -2064930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2064943.500000 Penalty: 3094.271240
	Iteration 26Q: 3 clusters Score -2064944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2064945.125000 Penalty: 3094.271240
	Iteration 27Q: 3 clusters Score -2064945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2064944.750000 Penalty: 3094.271240
	Iteration 28Q: 3 clusters Score -2064945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2064954.750000 Penalty: 3094.271240
	Iteration 29Q: 3 clusters Score -2064955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2064959.125000 Penalty: 3094.271240
	Iteration 30Q: 3 clusters Score -2064959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2064969.250000 Penalty: 3094.271240
	Iteration 31Q: 3 clusters Score -2064969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2064976.125000 Penalty: 3094.271240
	Iteration 32Q: 3 clusters Score -2064976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2064982.125000 Penalty: 3094.271240
	Iteration 33Q: 3 clusters Score -2064982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2064987.000000 Penalty: 3094.271240
	Iteration 34Q: 3 clusters Score -2064987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2064996.250000 Penalty: 3094.271240
	Iteration 35Q: 3 clusters Score -2064996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2064994.500000 Penalty: 3094.271240
	Iteration 36Q: 3 clusters Score -2064994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2064999.750000 Penalty: 3094.271240
	Iteration 37Q: 3 clusters Score -2065000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2065001.625000 Penalty: 3094.271240
	Iteration 38Q: 3 clusters Score -2065002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2065006.750000 Penalty: 3094.271240
	Iteration 39Q: 3 clusters Score -2065007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2065006.500000 Penalty: 3094.271240
	Iteration 40F: 3 clusters Score -2065006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Entering Unmasked Estep 
Score: -168968.734375 Penalty: 1165.643677
	Iteration 0F: 2 clusters Score -168968.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -167348.781250 Penalty: 2331.287354
	Iteration 0F: 3 clusters Score -167348.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -167699.093750 Penalty: 2331.287354
	Iteration 1F: 3 clusters Score -167699.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -167846.296875 Penalty: 2331.287354
	Iteration 2F: 3 clusters Score -167846.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -167921.234375 Penalty: 2331.287354
	Iteration 3F: 3 clusters Score -167921.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -167977.062500 Penalty: 2331.287354
	Iteration 4Q: 3 clusters Score -167977.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -168013.250000 Penalty: 2331.287354
	Iteration 5Q: 3 clusters Score -168013.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -168047.187500 Penalty: 2331.287354
	Iteration 6Q: 3 clusters Score -168047.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -168067.718750 Penalty: 2331.287354
	Iteration 7Q: 3 clusters Score -168067.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -168085.890625 Penalty: 2331.287354
	Iteration 8Q: 3 clusters Score -168085.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -168100.250000 Penalty: 2331.287354
	Iteration 9Q: 3 clusters Score -168100.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -168111.328125 Penalty: 2331.287354
	Iteration 10Q: 3 clusters Score -168111.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -168118.734375 Penalty: 2331.287354
	Iteration 11Q: 3 clusters Score -168118.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -168123.046875 Penalty: 2331.287354
	Iteration 12Q: 3 clusters Score -168123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -168128.000000 Penalty: 2331.287354
	Iteration 13Q: 3 clusters Score -168128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -168136.843750 Penalty: 2331.287354
	Iteration 14Q: 3 clusters Score -168136.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -168146.218750 Penalty: 2331.287354
	Iteration 15Q: 3 clusters Score -168146.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -168159.203125 Penalty: 2331.287354
	Iteration 16Q: 3 clusters Score -168159.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -168171.531250 Penalty: 2331.287354
	Iteration 17Q: 3 clusters Score -168171.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -168184.687500 Penalty: 2331.287354
	Iteration 18Q: 3 clusters Score -168184.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -168199.546875 Penalty: 2331.287354
	Iteration 19Q: 3 clusters Score -168199.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -168211.890625 Penalty: 2331.287354
	Iteration 20F: 3 clusters Score -168211.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -168221.796875 Penalty: 2331.287354
	Iteration 21Q: 3 clusters Score -168221.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -168227.000000 Penalty: 2331.287354
	Iteration 22Q: 3 clusters Score -168227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -168230.781250 Penalty: 2331.287354
	Iteration 23Q: 3 clusters Score -168230.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -168234.500000 Penalty: 2331.287354
	Iteration 24Q: 3 clusters Score -168234.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -168237.078125 Penalty: 2331.287354
	Iteration 25Q: 3 clusters Score -168237.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -168241.281250 Penalty: 2331.287354
	Iteration 26Q: 3 clusters Score -168241.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -168246.359375 Penalty: 2331.287354
	Iteration 27Q: 3 clusters Score -168246.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -168253.421875 Penalty: 2331.287354
	Iteration 28Q: 3 clusters Score -168253.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -168257.546875 Penalty: 2331.287354
	Iteration 29Q: 3 clusters Score -168257.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -168263.406250 Penalty: 2331.287354
	Iteration 30Q: 3 clusters Score -168263.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -168265.328125 Penalty: 2331.287354
	Iteration 31Q: 3 clusters Score -168265.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -168266.203125 Penalty: 2331.287354
	Iteration 32Q: 3 clusters Score -168266.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -168266.765625 Penalty: 2331.287354
	Iteration 33Q: 3 clusters Score -168266.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -168266.765625 Penalty: 2331.287354
	Iteration 34F: 3 clusters Score -168266.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -188866.984375 Penalty: 1177.997437
	Iteration 0F: 2 clusters Score -188867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -187184.906250 Penalty: 2355.994873
	Iteration 0F: 3 clusters Score -187184.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -187549.359375 Penalty: 2355.994873
	Iteration 1F: 3 clusters Score -187549.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -187697.671875 Penalty: 2355.994873
	Iteration 2F: 3 clusters Score -187697.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -187831.859375 Penalty: 2355.994873
	Iteration 3F: 3 clusters Score -187831.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -187925.875000 Penalty: 2355.994873
	Iteration 4F: 3 clusters Score -187925.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -187991.937500 Penalty: 2355.994873
	Iteration 5Q: 3 clusters Score -187991.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -188053.031250 Penalty: 2355.994873
	Iteration 6Q: 3 clusters Score -188053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -188082.328125 Penalty: 2355.994873
	Iteration 7Q: 3 clusters Score -188082.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -188110.468750 Penalty: 2355.994873
	Iteration 8Q: 3 clusters Score -188110.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -188130.093750 Penalty: 2355.994873
	Iteration 9Q: 3 clusters Score -188130.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -188138.359375 Penalty: 2355.994873
	Iteration 10Q: 3 clusters Score -188138.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -188143.796875 Penalty: 2355.994873
	Iteration 11Q: 3 clusters Score -188143.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -188151.906250 Penalty: 2355.994873
	Iteration 12Q: 3 clusters Score -188151.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -188155.671875 Penalty: 2355.994873
	Iteration 13Q: 3 clusters Score -188155.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -188156.531250 Penalty: 2355.994873
	Iteration 14Q: 3 clusters Score -188156.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -188156.531250 Penalty: 2355.994873
	Iteration 15F: 3 clusters Score -188156.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Entering Unmasked Estep 
Score: -997022.062500 Penalty: 1432.352783
	Iteration 0F: 2 clusters Score -997022.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -991958.125000 Penalty: 2864.705566
	Iteration 0F: 3 clusters Score -991958.1 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -993417.562500 Penalty: 2864.705566
	Iteration 1F: 3 clusters Score -993417.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -993623.437500 Penalty: 2864.705566
	Iteration 2F: 3 clusters Score -993623.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -993775.750000 Penalty: 2864.705566
	Iteration 3Q: 3 clusters Score -993775.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -993887.062500 Penalty: 2864.705566
	Iteration 4Q: 3 clusters Score -993887.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -993968.000000 Penalty: 2864.705566
	Iteration 5Q: 3 clusters Score -993968 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -994050.812500 Penalty: 2864.705566
	Iteration 6Q: 3 clusters Score -994050.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -994126.687500 Penalty: 2864.705566
	Iteration 7Q: 3 clusters Score -994126.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -994195.062500 Penalty: 2864.705566
	Iteration 8Q: 3 clusters Score -994195.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -994265.500000 Penalty: 2864.705566
	Iteration 9Q: 3 clusters Score -994265.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -994344.687500 Penalty: 2864.705566
	Iteration 10Q: 3 clusters Score -994344.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -994443.875000 Penalty: 2864.705566
	Iteration 11Q: 3 clusters Score -994443.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -994543.062500 Penalty: 2864.705566
	Iteration 12Q: 3 clusters Score -994543.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -994648.562500 Penalty: 2864.705566
	Iteration 13Q: 3 clusters Score -994648.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -994767.562500 Penalty: 2864.705566
	Iteration 14Q: 3 clusters Score -994767.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -994887.562500 Penalty: 2864.705566
	Iteration 15Q: 3 clusters Score -994887.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -995012.500000 Penalty: 2864.705566
	Iteration 16Q: 3 clusters Score -995012.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -995138.562500 Penalty: 2864.705566
	Iteration 17Q: 3 clusters Score -995138.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -995254.687500 Penalty: 2864.705566
	Iteration 18Q: 3 clusters Score -995254.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -995369.062500 Penalty: 2864.705566
	Iteration 19Q: 3 clusters Score -995369.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -995484.687500 Penalty: 2864.705566
	Iteration 20F: 3 clusters Score -995484.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -995564.437500 Penalty: 2864.705566
	Iteration 21Q: 3 clusters Score -995564.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -995635.500000 Penalty: 2864.705566
	Iteration 22Q: 3 clusters Score -995635.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -995679.000000 Penalty: 2864.705566
	Iteration 23Q: 3 clusters Score -995679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -995713.937500 Penalty: 2864.705566
	Iteration 24Q: 3 clusters Score -995713.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -995733.562500 Penalty: 2864.705566
	Iteration 25Q: 3 clusters Score -995733.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -995745.625000 Penalty: 2864.705566
	Iteration 26Q: 3 clusters Score -995745.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -995753.687500 Penalty: 2864.705566
	Iteration 27Q: 3 clusters Score -995753.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -995770.375000 Penalty: 2864.705566
	Iteration 28Q: 3 clusters Score -995770.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -995782.812500 Penalty: 2864.705566
	Iteration 29Q: 3 clusters Score -995782.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -995788.125000 Penalty: 2864.705566
	Iteration 30Q: 3 clusters Score -995788.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -995791.250000 Penalty: 2864.705566
	Iteration 31Q: 3 clusters Score -995791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -995793.250000 Penalty: 2864.705566
	Iteration 32Q: 3 clusters Score -995793.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -995795.062500 Penalty: 2864.705566
	Iteration 33Q: 3 clusters Score -995795.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -995795.062500 Penalty: 2864.705566
	Iteration 34F: 3 clusters Score -995795.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Entering Unmasked Estep 
Score: -1386514.750000 Penalty: 1490.536987
	Iteration 0F: 2 clusters Score -1386515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1379616.500000 Penalty: 2981.073975
	Iteration 0F: 3 clusters Score -1379616 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1382330.625000 Penalty: 2981.073975
	Iteration 1F: 3 clusters Score -1382331 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1382961.875000 Penalty: 2981.073975
	Iteration 2F: 3 clusters Score -1382962 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1383366.875000 Penalty: 2981.073975
	Iteration 3F: 3 clusters Score -1383367 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1383643.500000 Penalty: 2981.073975
	Iteration 4F: 3 clusters Score -1383644 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1383883.000000 Penalty: 2981.073975
	Iteration 5Q: 3 clusters Score -1383883 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1384061.625000 Penalty: 2981.073975
	Iteration 6Q: 3 clusters Score -1384062 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1384178.750000 Penalty: 2981.073975
	Iteration 7Q: 3 clusters Score -1384179 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1384272.000000 Penalty: 2981.073975
	Iteration 8Q: 3 clusters Score -1384272 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1384379.375000 Penalty: 2981.073975
	Iteration 9Q: 3 clusters Score -1384379 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1384466.500000 Penalty: 2981.073975
	Iteration 10Q: 3 clusters Score -1384466 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1384544.375000 Penalty: 2981.073975
	Iteration 11Q: 3 clusters Score -1384544 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1384608.875000 Penalty: 2981.073975
	Iteration 12Q: 3 clusters Score -1384609 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1384662.750000 Penalty: 2981.073975
	Iteration 13Q: 3 clusters Score -1384663 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1384705.625000 Penalty: 2981.073975
	Iteration 14Q: 3 clusters Score -1384706 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1384743.250000 Penalty: 2981.073975
	Iteration 15Q: 3 clusters Score -1384743 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1384779.750000 Penalty: 2981.073975
	Iteration 16Q: 3 clusters Score -1384780 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1384812.625000 Penalty: 2981.073975
	Iteration 17Q: 3 clusters Score -1384813 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1384841.625000 Penalty: 2981.073975
	Iteration 18Q: 3 clusters Score -1384842 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1384862.875000 Penalty: 2981.073975
	Iteration 19Q: 3 clusters Score -1384863 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1384878.375000 Penalty: 2981.073975
	Iteration 20F: 3 clusters Score -1384878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1384896.375000 Penalty: 2981.073975
	Iteration 21Q: 3 clusters Score -1384896 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1384914.625000 Penalty: 2981.073975
	Iteration 22Q: 3 clusters Score -1384915 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1384936.875000 Penalty: 2981.073975
	Iteration 23Q: 3 clusters Score -1384937 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1384950.250000 Penalty: 2981.073975
	Iteration 24Q: 3 clusters Score -1384950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1384964.375000 Penalty: 2981.073975
	Iteration 25Q: 3 clusters Score -1384964 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1384979.750000 Penalty: 2981.073975
	Iteration 26Q: 3 clusters Score -1384980 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1384996.500000 Penalty: 2981.073975
	Iteration 27Q: 3 clusters Score -1384996 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1385021.125000 Penalty: 2981.073975
	Iteration 28Q: 3 clusters Score -1385021 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1385047.000000 Penalty: 2981.073975
	Iteration 29Q: 3 clusters Score -1385047 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1385071.375000 Penalty: 2981.073975
	Iteration 30Q: 3 clusters Score -1385071 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1385092.125000 Penalty: 2981.073975
	Iteration 31Q: 3 clusters Score -1385092 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1385115.500000 Penalty: 2981.073975
	Iteration 32Q: 3 clusters Score -1385116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1385132.250000 Penalty: 2981.073975
	Iteration 33Q: 3 clusters Score -1385132 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1385160.875000 Penalty: 2981.073975
	Iteration 34Q: 3 clusters Score -1385161 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1385183.500000 Penalty: 2981.073975
	Iteration 35Q: 3 clusters Score -1385184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1385209.125000 Penalty: 2981.073975
	Iteration 36Q: 3 clusters Score -1385209 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1385232.250000 Penalty: 2981.073975
	Iteration 37Q: 3 clusters Score -1385232 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1385249.125000 Penalty: 2981.073975
	Iteration 38Q: 3 clusters Score -1385249 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1385272.375000 Penalty: 2981.073975
	Iteration 39Q: 3 clusters Score -1385272 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1385308.750000 Penalty: 2981.073975
	Iteration 40F: 3 clusters Score -1385309 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1385347.500000 Penalty: 2981.073975
	Iteration 41Q: 3 clusters Score -1385348 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1385376.750000 Penalty: 2981.073975
	Iteration 42Q: 3 clusters Score -1385377 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1385411.250000 Penalty: 2981.073975
	Iteration 43Q: 3 clusters Score -1385411 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1385435.500000 Penalty: 2981.073975
	Iteration 44Q: 3 clusters Score -1385436 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1385473.000000 Penalty: 2981.073975
	Iteration 45Q: 3 clusters Score -1385473 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1385511.750000 Penalty: 2981.073975
	Iteration 46Q: 3 clusters Score -1385512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1385531.750000 Penalty: 2981.073975
	Iteration 47Q: 3 clusters Score -1385532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1385559.000000 Penalty: 2981.073975
	Iteration 48Q: 3 clusters Score -1385559 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1385584.000000 Penalty: 2981.073975
	Iteration 49Q: 3 clusters Score -1385584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1385601.500000 Penalty: 2981.073975
	Iteration 50Q: 3 clusters Score -1385602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1385626.500000 Penalty: 2981.073975
	Iteration 51Q: 3 clusters Score -1385626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1385641.750000 Penalty: 2981.073975
	Iteration 52Q: 3 clusters Score -1385642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1385655.875000 Penalty: 2981.073975
	Iteration 53Q: 3 clusters Score -1385656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1385664.750000 Penalty: 2981.073975
	Iteration 54Q: 3 clusters Score -1385665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1385668.500000 Penalty: 2981.073975
	Iteration 55Q: 3 clusters Score -1385668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1385672.875000 Penalty: 2981.073975
	Iteration 56Q: 3 clusters Score -1385673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1385680.250000 Penalty: 2981.073975
	Iteration 57Q: 3 clusters Score -1385680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1385688.250000 Penalty: 2981.073975
	Iteration 58Q: 3 clusters Score -1385688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1385696.875000 Penalty: 2981.073975
	Iteration 59Q: 3 clusters Score -1385697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1385711.625000 Penalty: 2981.073975
	Iteration 60F: 3 clusters Score -1385712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1385727.500000 Penalty: 2981.073975
	Iteration 61Q: 3 clusters Score -1385728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1385737.375000 Penalty: 2981.073975
	Iteration 62Q: 3 clusters Score -1385737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1385760.125000 Penalty: 2981.073975
	Iteration 63Q: 3 clusters Score -1385760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1385776.125000 Penalty: 2981.073975
	Iteration 64Q: 3 clusters Score -1385776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1385780.750000 Penalty: 2981.073975
	Iteration 65Q: 3 clusters Score -1385781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1385789.375000 Penalty: 2981.073975
	Iteration 66Q: 3 clusters Score -1385789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1385803.000000 Penalty: 2981.073975
	Iteration 67Q: 3 clusters Score -1385803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1385811.250000 Penalty: 2981.073975
	Iteration 68Q: 3 clusters Score -1385811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1385820.750000 Penalty: 2981.073975
	Iteration 69Q: 3 clusters Score -1385821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1385841.625000 Penalty: 2981.073975
	Iteration 70Q: 3 clusters Score -1385842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1385854.750000 Penalty: 2981.073975
	Iteration 71Q: 3 clusters Score -1385855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1385863.000000 Penalty: 2981.073975
	Iteration 72Q: 3 clusters Score -1385863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1385866.750000 Penalty: 2981.073975
	Iteration 73Q: 3 clusters Score -1385867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1385873.125000 Penalty: 2981.073975
	Iteration 74Q: 3 clusters Score -1385873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1385878.250000 Penalty: 2981.073975
	Iteration 75Q: 3 clusters Score -1385878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1385877.875000 Penalty: 2981.073975
	Iteration 76Q: 3 clusters Score -1385878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1385878.625000 Penalty: 2981.073975
	Iteration 77Q: 3 clusters Score -1385879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1385878.625000 Penalty: 2981.073975
	Iteration 78F: 3 clusters Score -1385879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (20399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Entering Unmasked Estep 
Score: -3113754.500000 Penalty: 1612.526733
	Iteration 0F: 2 clusters Score -3113754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -3100926.250000 Penalty: 3225.053467
	Iteration 0F: 3 clusters Score -3100926 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -3105711.500000 Penalty: 3225.053467
	Iteration 1F: 3 clusters Score -3105712 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -3106057.750000 Penalty: 3225.053467
	Iteration 2F: 3 clusters Score -3106058 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -3106436.500000 Penalty: 3225.053467
	Iteration 3Q: 3 clusters Score -3106436 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -3106801.250000 Penalty: 3225.053467
	Iteration 4Q: 3 clusters Score -3106801 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -3107277.750000 Penalty: 3225.053467
	Iteration 5Q: 3 clusters Score -3107278 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3107856.750000 Penalty: 3225.053467
	Iteration 6Q: 3 clusters Score -3107857 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3108520.750000 Penalty: 3225.053467
	Iteration 7F: 3 clusters Score -3108521 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -3109231.000000 Penalty: 3225.053467
	Iteration 8Q: 3 clusters Score -3109231 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -3109876.250000 Penalty: 3225.053467
	Iteration 9Q: 3 clusters Score -3109876 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3110326.750000 Penalty: 3225.053467
	Iteration 10Q: 3 clusters Score -3110327 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3110590.500000 Penalty: 3225.053467
	Iteration 11Q: 3 clusters Score -3110590 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -3110762.000000 Penalty: 3225.053467
	Iteration 12Q: 3 clusters Score -3110762 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -3110912.000000 Penalty: 3225.053467
	Iteration 13Q: 3 clusters Score -3110912 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -3111048.000000 Penalty: 3225.053467
	Iteration 14Q: 3 clusters Score -3111048 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -3111171.750000 Penalty: 3225.053467
	Iteration 15Q: 3 clusters Score -3111172 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -3111292.000000 Penalty: 3225.053467
	Iteration 16Q: 3 clusters Score -3111292 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -3111419.500000 Penalty: 3225.053467
	Iteration 17Q: 3 clusters Score -3111420 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3111542.500000 Penalty: 3225.053467
	Iteration 18Q: 3 clusters Score -3111542 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -3111690.250000 Penalty: 3225.053467
	Iteration 19Q: 3 clusters Score -3111690 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -3111837.250000 Penalty: 3225.053467
	Iteration 20F: 3 clusters Score -3111837 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -3111972.750000 Penalty: 3225.053467
	Iteration 21Q: 3 clusters Score -3111973 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -3112079.250000 Penalty: 3225.053467
	Iteration 22Q: 3 clusters Score -3112079 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -3112161.250000 Penalty: 3225.053467
	Iteration 23Q: 3 clusters Score -3112161 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -3112221.500000 Penalty: 3225.053467
	Iteration 24Q: 3 clusters Score -3112222 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -3112273.000000 Penalty: 3225.053467
	Iteration 25Q: 3 clusters Score -3112273 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -3112314.750000 Penalty: 3225.053467
	Iteration 26Q: 3 clusters Score -3112315 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -3112346.500000 Penalty: 3225.053467
	Iteration 27Q: 3 clusters Score -3112346 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -3112376.500000 Penalty: 3225.053467
	Iteration 28Q: 3 clusters Score -3112376 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -3112400.000000 Penalty: 3225.053467
	Iteration 29Q: 3 clusters Score -3112400 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3112421.000000 Penalty: 3225.053467
	Iteration 30Q: 3 clusters Score -3112421 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3112431.250000 Penalty: 3225.053467
	Iteration 31Q: 3 clusters Score -3112431 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -3112446.750000 Penalty: 3225.053467
	Iteration 32Q: 3 clusters Score -3112447 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -3112457.500000 Penalty: 3225.053467
	Iteration 33Q: 3 clusters Score -3112458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -3112470.250000 Penalty: 3225.053467
	Iteration 34Q: 3 clusters Score -3112470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -3112496.250000 Penalty: 3225.053467
	Iteration 35Q: 3 clusters Score -3112496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -3112508.750000 Penalty: 3225.053467
	Iteration 36Q: 3 clusters Score -3112509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -3112522.250000 Penalty: 3225.053467
	Iteration 37Q: 3 clusters Score -3112522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -3112531.250000 Penalty: 3225.053467
	Iteration 38Q: 3 clusters Score -3112531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -3112538.750000 Penalty: 3225.053467
	Iteration 39Q: 3 clusters Score -3112539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3112540.250000 Penalty: 3225.053467
	Iteration 40F: 3 clusters Score -3112540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -3112543.250000 Penalty: 3225.053467
	Iteration 41Q: 3 clusters Score -3112543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -3112550.750000 Penalty: 3225.053467
	Iteration 42Q: 3 clusters Score -3112551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -3112551.250000 Penalty: 3225.053467
	Iteration 43Q: 3 clusters Score -3112551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -3112552.750000 Penalty: 3225.053467
	Iteration 44Q: 3 clusters Score -3112553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -3112555.250000 Penalty: 3225.053467
	Iteration 45Q: 3 clusters Score -3112555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -3112556.000000 Penalty: 3225.053467
	Iteration 46Q: 3 clusters Score -3112556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3112558.000000 Penalty: 3225.053467
	Iteration 47Q: 3 clusters Score -3112558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3112558.000000 Penalty: 3225.053467
	Iteration 48F: 3 clusters Score -3112558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -277100.218750 Penalty: 1233.595581
	Iteration 0F: 2 clusters Score -277100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -275037.125000 Penalty: 2467.191162
	Iteration 0F: 3 clusters Score -275037.1 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -275534.031250 Penalty: 2467.191162
	Iteration 1F: 3 clusters Score -275534 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -275726.906250 Penalty: 2467.191162
	Iteration 2F: 3 clusters Score -275726.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -275812.843750 Penalty: 2467.191162
	Iteration 3F: 3 clusters Score -275812.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -275866.656250 Penalty: 2467.191162
	Iteration 4Q: 3 clusters Score -275866.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -275906.437500 Penalty: 2467.191162
	Iteration 5Q: 3 clusters Score -275906.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -275939.937500 Penalty: 2467.191162
	Iteration 6Q: 3 clusters Score -275939.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -275966.406250 Penalty: 2467.191162
	Iteration 7Q: 3 clusters Score -275966.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -275993.000000 Penalty: 2467.191162
	Iteration 8Q: 3 clusters Score -275993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -276015.062500 Penalty: 2467.191162
	Iteration 9Q: 3 clusters Score -276015.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -276030.343750 Penalty: 2467.191162
	Iteration 10Q: 3 clusters Score -276030.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -276046.000000 Penalty: 2467.191162
	Iteration 11Q: 3 clusters Score -276046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -276055.812500 Penalty: 2467.191162
	Iteration 12Q: 3 clusters Score -276055.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -276061.031250 Penalty: 2467.191162
	Iteration 13Q: 3 clusters Score -276061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -276063.250000 Penalty: 2467.191162
	Iteration 14Q: 3 clusters Score -276063.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -276065.437500 Penalty: 2467.191162
	Iteration 15Q: 3 clusters Score -276065.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -276067.687500 Penalty: 2467.191162
	Iteration 16Q: 3 clusters Score -276067.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -276070.468750 Penalty: 2467.191162
	Iteration 17Q: 3 clusters Score -276070.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -276071.968750 Penalty: 2467.191162
	Iteration 18Q: 3 clusters Score -276072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -276074.593750 Penalty: 2467.191162
	Iteration 19Q: 3 clusters Score -276074.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -276076.656250 Penalty: 2467.191162
	Iteration 20F: 3 clusters Score -276076.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -276076.750000 Penalty: 2467.191162
	Iteration 21Q: 3 clusters Score -276076.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -276078.875000 Penalty: 2467.191162
	Iteration 22Q: 3 clusters Score -276078.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -276080.875000 Penalty: 2467.191162
	Iteration 23Q: 3 clusters Score -276080.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -276085.250000 Penalty: 2467.191162
	Iteration 24Q: 3 clusters Score -276085.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -276094.031250 Penalty: 2467.191162
	Iteration 25Q: 3 clusters Score -276094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -276100.468750 Penalty: 2467.191162
	Iteration 26Q: 3 clusters Score -276100.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -276104.437500 Penalty: 2467.191162
	Iteration 27Q: 3 clusters Score -276104.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -276109.250000 Penalty: 2467.191162
	Iteration 28Q: 3 clusters Score -276109.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -276112.656250 Penalty: 2467.191162
	Iteration 29Q: 3 clusters Score -276112.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -276115.562500 Penalty: 2467.191162
	Iteration 30Q: 3 clusters Score -276115.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -276117.406250 Penalty: 2467.191162
	Iteration 31Q: 3 clusters Score -276117.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -276119.000000 Penalty: 2467.191162
	Iteration 32Q: 3 clusters Score -276119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -276122.468750 Penalty: 2467.191162
	Iteration 33Q: 3 clusters Score -276122.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -276127.031250 Penalty: 2467.191162
	Iteration 34Q: 3 clusters Score -276127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -276130.156250 Penalty: 2467.191162
	Iteration 35Q: 3 clusters Score -276130.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -276131.968750 Penalty: 2467.191162
	Iteration 36Q: 3 clusters Score -276132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -276132.468750 Penalty: 2467.191162
	Iteration 37Q: 3 clusters Score -276132.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -276133.281250 Penalty: 2467.191162
	Iteration 38Q: 3 clusters Score -276133.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -276134.031250 Penalty: 2467.191162
	Iteration 39Q: 3 clusters Score -276134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -276135.562500 Penalty: 2467.191162
	Iteration 40F: 3 clusters Score -276135.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -276137.031250 Penalty: 2467.191162
	Iteration 41Q: 3 clusters Score -276137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -276137.375000 Penalty: 2467.191162
	Iteration 42Q: 3 clusters Score -276137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -276137.437500 Penalty: 2467.191162
	Iteration 43Q: 3 clusters Score -276137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -276137.500000 Penalty: 2467.191162
	Iteration 44Q: 3 clusters Score -276137.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -276138.375000 Penalty: 2467.191162
	Iteration 45Q: 3 clusters Score -276138.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -276138.375000 Penalty: 2467.191162
	Iteration 46F: 3 clusters Score -276138.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -176625.109375 Penalty: 1150.914185
	Iteration 0F: 2 clusters Score -176625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -175033.656250 Penalty: 2301.828369
	Iteration 0F: 3 clusters Score -175033.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -175319.062500 Penalty: 2301.828369
	Iteration 1F: 3 clusters Score -175319.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -175399.437500 Penalty: 2301.828369
	Iteration 2F: 3 clusters Score -175399.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -175435.453125 Penalty: 2301.828369
	Iteration 3Q: 3 clusters Score -175435.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -175462.343750 Penalty: 2301.828369
	Iteration 4Q: 3 clusters Score -175462.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -175475.906250 Penalty: 2301.828369
	Iteration 5Q: 3 clusters Score -175475.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -175478.656250 Penalty: 2301.828369
	Iteration 6Q: 3 clusters Score -175478.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -175481.875000 Penalty: 2301.828369
	Iteration 7Q: 3 clusters Score -175481.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -175485.968750 Penalty: 2301.828369
	Iteration 8Q: 3 clusters Score -175486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -175488.859375 Penalty: 2301.828369
	Iteration 9Q: 3 clusters Score -175488.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -175491.390625 Penalty: 2301.828369
	Iteration 10Q: 3 clusters Score -175491.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -175491.390625 Penalty: 2301.828369
	Iteration 11F: 3 clusters Score -175491.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (28973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Entering Unmasked Estep 
Score: -4417996.500000 Penalty: 1669.544434
	Iteration 0F: 2 clusters Score -4417996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -4401364.000000 Penalty: 3339.088867
	Iteration 0F: 3 clusters Score -4401364 nChanged 13299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -4408673.000000 Penalty: 3339.088867
	Iteration 1F: 3 clusters Score -4408673 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -4409118.000000 Penalty: 3339.088867
	Iteration 2F: 3 clusters Score -4409118 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -4409574.000000 Penalty: 3339.088867
	Iteration 3Q: 3 clusters Score -4409574 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -4410020.500000 Penalty: 3339.088867
	Iteration 4Q: 3 clusters Score -4410020 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -4410432.500000 Penalty: 3339.088867
	Iteration 5Q: 3 clusters Score -4410432 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -4410841.000000 Penalty: 3339.088867
	Iteration 6Q: 3 clusters Score -4410841 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -4411237.000000 Penalty: 3339.088867
	Iteration 7Q: 3 clusters Score -4411237 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -4411600.000000 Penalty: 3339.088867
	Iteration 8Q: 3 clusters Score -4411600 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -4411964.000000 Penalty: 3339.088867
	Iteration 9Q: 3 clusters Score -4411964 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -4412230.000000 Penalty: 3339.088867
	Iteration 10Q: 3 clusters Score -4412230 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -4412509.000000 Penalty: 3339.088867
	Iteration 11Q: 3 clusters Score -4412509 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -4412726.000000 Penalty: 3339.088867
	Iteration 12Q: 3 clusters Score -4412726 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -4412991.500000 Penalty: 3339.088867
	Iteration 13Q: 3 clusters Score -4412992 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -4413255.500000 Penalty: 3339.088867
	Iteration 14Q: 3 clusters Score -4413256 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -4413529.500000 Penalty: 3339.088867
	Iteration 15Q: 3 clusters Score -4413530 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -4413818.500000 Penalty: 3339.088867
	Iteration 16Q: 3 clusters Score -4413818 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -4414061.500000 Penalty: 3339.088867
	Iteration 17Q: 3 clusters Score -4414062 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -4414254.000000 Penalty: 3339.088867
	Iteration 18Q: 3 clusters Score -4414254 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -4414492.500000 Penalty: 3339.088867
	Iteration 19Q: 3 clusters Score -4414492 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -4414651.500000 Penalty: 3339.088867
	Iteration 20F: 3 clusters Score -4414652 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -4414904.500000 Penalty: 3339.088867
	Iteration 21Q: 3 clusters Score -4414904 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -4415149.500000 Penalty: 3339.088867
	Iteration 22Q: 3 clusters Score -4415150 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -4415293.000000 Penalty: 3339.088867
	Iteration 23Q: 3 clusters Score -4415293 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -4415407.000000 Penalty: 3339.088867
	Iteration 24Q: 3 clusters Score -4415407 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4415471.000000 Penalty: 3339.088867
	Iteration 25Q: 3 clusters Score -4415471 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4415557.500000 Penalty: 3339.088867
	Iteration 26Q: 3 clusters Score -4415558 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4415610.500000 Penalty: 3339.088867
	Iteration 27Q: 3 clusters Score -4415610 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4415668.000000 Penalty: 3339.088867
	Iteration 28Q: 3 clusters Score -4415668 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4415757.000000 Penalty: 3339.088867
	Iteration 29Q: 3 clusters Score -4415757 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4415875.000000 Penalty: 3339.088867
	Iteration 30Q: 3 clusters Score -4415875 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4415948.500000 Penalty: 3339.088867
	Iteration 31Q: 3 clusters Score -4415948 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4416020.000000 Penalty: 3339.088867
	Iteration 32Q: 3 clusters Score -4416020 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4416060.000000 Penalty: 3339.088867
	Iteration 33Q: 3 clusters Score -4416060 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4416121.000000 Penalty: 3339.088867
	Iteration 34Q: 3 clusters Score -4416121 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4416148.500000 Penalty: 3339.088867
	Iteration 35Q: 3 clusters Score -4416148 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4416187.500000 Penalty: 3339.088867
	Iteration 36Q: 3 clusters Score -4416188 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4416233.000000 Penalty: 3339.088867
	Iteration 37Q: 3 clusters Score -4416233 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4416269.000000 Penalty: 3339.088867
	Iteration 38Q: 3 clusters Score -4416269 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4416288.000000 Penalty: 3339.088867
	Iteration 39Q: 3 clusters Score -4416288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4416319.000000 Penalty: 3339.088867
	Iteration 40F: 3 clusters Score -4416319 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4416324.500000 Penalty: 3339.088867
	Iteration 41Q: 3 clusters Score -4416324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4416340.500000 Penalty: 3339.088867
	Iteration 42Q: 3 clusters Score -4416340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4416349.000000 Penalty: 3339.088867
	Iteration 43Q: 3 clusters Score -4416349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4416353.500000 Penalty: 3339.088867
	Iteration 44Q: 3 clusters Score -4416354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4416366.500000 Penalty: 3339.088867
	Iteration 45Q: 3 clusters Score -4416366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4416362.000000 Penalty: 3339.088867
	Iteration 46Q: 3 clusters Score -4416362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4416378.000000 Penalty: 3339.088867
	Iteration 47Q: 3 clusters Score -4416378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4416387.000000 Penalty: 3339.088867
	Iteration 48Q: 3 clusters Score -4416387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4416403.500000 Penalty: 3339.088867
	Iteration 49Q: 3 clusters Score -4416404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4416415.500000 Penalty: 3339.088867
	Iteration 50Q: 3 clusters Score -4416416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4416418.000000 Penalty: 3339.088867
	Iteration 51Q: 3 clusters Score -4416418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4416415.000000 Penalty: 3339.088867
	Iteration 52Q: 3 clusters Score -4416415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4416420.000000 Penalty: 3339.088867
	Iteration 53Q: 3 clusters Score -4416420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4416420.500000 Penalty: 3339.088867
	Iteration 54Q: 3 clusters Score -4416420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4416422.000000 Penalty: 3339.088867
	Iteration 55Q: 3 clusters Score -4416422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4416419.000000 Penalty: 3339.088867
	Iteration 56Q: 3 clusters Score -4416419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4416419.000000 Penalty: 3339.088867
	Iteration 57F: 3 clusters Score -4416419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -151249.859375 Penalty: 1151.322998
	Iteration 0F: 2 clusters Score -151249.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -149731.375000 Penalty: 2302.645996
	Iteration 0F: 3 clusters Score -149731.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -150100.953125 Penalty: 2302.645996
	Iteration 1F: 3 clusters Score -150101 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -150260.703125 Penalty: 2302.645996
	Iteration 2F: 3 clusters Score -150260.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -150354.625000 Penalty: 2302.645996
	Iteration 3F: 3 clusters Score -150354.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -150444.078125 Penalty: 2302.645996
	Iteration 4F: 3 clusters Score -150444.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -150516.015625 Penalty: 2302.645996
	Iteration 5Q: 3 clusters Score -150516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -150585.015625 Penalty: 2302.645996
	Iteration 6Q: 3 clusters Score -150585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -150634.078125 Penalty: 2302.645996
	Iteration 7Q: 3 clusters Score -150634.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -150685.921875 Penalty: 2302.645996
	Iteration 8Q: 3 clusters Score -150685.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -150725.468750 Penalty: 2302.645996
	Iteration 9Q: 3 clusters Score -150725.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -150755.843750 Penalty: 2302.645996
	Iteration 10Q: 3 clusters Score -150755.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -150796.000000 Penalty: 2302.645996
	Iteration 11Q: 3 clusters Score -150796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -150821.406250 Penalty: 2302.645996
	Iteration 12Q: 3 clusters Score -150821.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -150831.453125 Penalty: 2302.645996
	Iteration 13Q: 3 clusters Score -150831.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -150835.671875 Penalty: 2302.645996
	Iteration 14Q: 3 clusters Score -150835.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -150842.953125 Penalty: 2302.645996
	Iteration 15Q: 3 clusters Score -150843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -150845.296875 Penalty: 2302.645996
	Iteration 16Q: 3 clusters Score -150845.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -150845.984375 Penalty: 2302.645996
	Iteration 17Q: 3 clusters Score -150846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -150846.625000 Penalty: 2302.645996
	Iteration 18Q: 3 clusters Score -150846.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -150850.046875 Penalty: 2302.645996
	Iteration 19Q: 3 clusters Score -150850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -150852.421875 Penalty: 2302.645996
	Iteration 20F: 3 clusters Score -150852.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -150854.406250 Penalty: 2302.645996
	Iteration 21Q: 3 clusters Score -150854.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -150856.734375 Penalty: 2302.645996
	Iteration 22Q: 3 clusters Score -150856.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -150857.781250 Penalty: 2302.645996
	Iteration 23Q: 3 clusters Score -150857.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -150857.781250 Penalty: 2302.645996
	Iteration 24F: 3 clusters Score -150857.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -80588.312500 Penalty: 1052.007202
	Iteration 0F: 2 clusters Score -80588.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79430.046875 Penalty: 2104.014404
	Iteration 0F: 3 clusters Score -79430.05 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79629.453125 Penalty: 2104.014404
	Iteration 1F: 3 clusters Score -79629.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79693.359375 Penalty: 2104.014404
	Iteration 2F: 3 clusters Score -79693.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79721.007812 Penalty: 2104.014404
	Iteration 3Q: 3 clusters Score -79721.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -79746.585938 Penalty: 2104.014404
	Iteration 4Q: 3 clusters Score -79746.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -79766.656250 Penalty: 2104.014404
	Iteration 5Q: 3 clusters Score -79766.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79780.820312 Penalty: 2104.014404
	Iteration 6Q: 3 clusters Score -79780.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79786.992188 Penalty: 2104.014404
	Iteration 7Q: 3 clusters Score -79786.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79791.625000 Penalty: 2104.014404
	Iteration 8Q: 3 clusters Score -79791.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79794.242188 Penalty: 2104.014404
	Iteration 9Q: 3 clusters Score -79794.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79795.156250 Penalty: 2104.014404
	Iteration 10Q: 3 clusters Score -79795.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79796.476562 Penalty: 2104.014404
	Iteration 11Q: 3 clusters Score -79796.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79796.476562 Penalty: 2104.014404
	Iteration 12F: 3 clusters Score -79796.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Entering Unmasked Estep 
Score: -693923.187500 Penalty: 1383.490479
	Iteration 0F: 2 clusters Score -693923.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -689977.500000 Penalty: 2766.980957
	Iteration 0F: 3 clusters Score -689977.5 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -691131.250000 Penalty: 2766.980957
	Iteration 1F: 3 clusters Score -691131.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -691334.125000 Penalty: 2766.980957
	Iteration 2F: 3 clusters Score -691334.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -691492.187500 Penalty: 2766.980957
	Iteration 3F: 3 clusters Score -691492.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -691609.500000 Penalty: 2766.980957
	Iteration 4Q: 3 clusters Score -691609.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -691701.000000 Penalty: 2766.980957
	Iteration 5Q: 3 clusters Score -691701 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -691767.375000 Penalty: 2766.980957
	Iteration 6Q: 3 clusters Score -691767.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -691832.000000 Penalty: 2766.980957
	Iteration 7Q: 3 clusters Score -691832 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -691894.375000 Penalty: 2766.980957
	Iteration 8Q: 3 clusters Score -691894.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -691938.687500 Penalty: 2766.980957
	Iteration 9Q: 3 clusters Score -691938.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -691978.937500 Penalty: 2766.980957
	Iteration 10Q: 3 clusters Score -691978.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -692017.625000 Penalty: 2766.980957
	Iteration 11Q: 3 clusters Score -692017.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -692057.937500 Penalty: 2766.980957
	Iteration 12Q: 3 clusters Score -692057.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -692115.625000 Penalty: 2766.980957
	Iteration 13Q: 3 clusters Score -692115.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -692164.937500 Penalty: 2766.980957
	Iteration 14Q: 3 clusters Score -692164.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -692208.250000 Penalty: 2766.980957
	Iteration 15Q: 3 clusters Score -692208.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -692249.500000 Penalty: 2766.980957
	Iteration 16Q: 3 clusters Score -692249.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -692285.937500 Penalty: 2766.980957
	Iteration 17Q: 3 clusters Score -692285.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -692326.500000 Penalty: 2766.980957
	Iteration 18Q: 3 clusters Score -692326.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -692370.250000 Penalty: 2766.980957
	Iteration 19Q: 3 clusters Score -692370.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -692423.937500 Penalty: 2766.980957
	Iteration 20F: 3 clusters Score -692423.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -692478.625000 Penalty: 2766.980957
	Iteration 21Q: 3 clusters Score -692478.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -692529.500000 Penalty: 2766.980957
	Iteration 22Q: 3 clusters Score -692529.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -692578.937500 Penalty: 2766.980957
	Iteration 23Q: 3 clusters Score -692578.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -692625.500000 Penalty: 2766.980957
	Iteration 24Q: 3 clusters Score -692625.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -692679.000000 Penalty: 2766.980957
	Iteration 25Q: 3 clusters Score -692679 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -692721.187500 Penalty: 2766.980957
	Iteration 26Q: 3 clusters Score -692721.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -692750.875000 Penalty: 2766.980957
	Iteration 27Q: 3 clusters Score -692750.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -692774.812500 Penalty: 2766.980957
	Iteration 28Q: 3 clusters Score -692774.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -692804.937500 Penalty: 2766.980957
	Iteration 29Q: 3 clusters Score -692804.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -692824.562500 Penalty: 2766.980957
	Iteration 30Q: 3 clusters Score -692824.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -692843.062500 Penalty: 2766.980957
	Iteration 31Q: 3 clusters Score -692843.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -692856.500000 Penalty: 2766.980957
	Iteration 32Q: 3 clusters Score -692856.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -692865.687500 Penalty: 2766.980957
	Iteration 33Q: 3 clusters Score -692865.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -692875.687500 Penalty: 2766.980957
	Iteration 34Q: 3 clusters Score -692875.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -692886.875000 Penalty: 2766.980957
	Iteration 35Q: 3 clusters Score -692886.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -692891.937500 Penalty: 2766.980957
	Iteration 36Q: 3 clusters Score -692891.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -692902.937500 Penalty: 2766.980957
	Iteration 37Q: 3 clusters Score -692902.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -692913.375000 Penalty: 2766.980957
	Iteration 38Q: 3 clusters Score -692913.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -692925.562500 Penalty: 2766.980957
	Iteration 39Q: 3 clusters Score -692925.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -692938.687500 Penalty: 2766.980957
	Iteration 40F: 3 clusters Score -692938.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -692944.437500 Penalty: 2766.980957
	Iteration 41Q: 3 clusters Score -692944.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -692949.125000 Penalty: 2766.980957
	Iteration 42Q: 3 clusters Score -692949.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -692952.375000 Penalty: 2766.980957
	Iteration 43Q: 3 clusters Score -692952.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -692954.000000 Penalty: 2766.980957
	Iteration 44Q: 3 clusters Score -692954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -692955.937500 Penalty: 2766.980957
	Iteration 45Q: 3 clusters Score -692955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -692958.062500 Penalty: 2766.980957
	Iteration 46Q: 3 clusters Score -692958.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -692960.500000 Penalty: 2766.980957
	Iteration 47Q: 3 clusters Score -692960.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -692961.187500 Penalty: 2766.980957
	Iteration 48Q: 3 clusters Score -692961.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -692962.812500 Penalty: 2766.980957
	Iteration 49Q: 3 clusters Score -692962.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -692964.437500 Penalty: 2766.980957
	Iteration 50Q: 3 clusters Score -692964.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -692965.687500 Penalty: 2766.980957
	Iteration 51Q: 3 clusters Score -692965.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -692966.437500 Penalty: 2766.980957
	Iteration 52Q: 3 clusters Score -692966.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -692966.625000 Penalty: 2766.980957
	Iteration 53Q: 3 clusters Score -692966.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -692969.312500 Penalty: 2766.980957
	Iteration 54Q: 3 clusters Score -692969.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -692972.437500 Penalty: 2766.980957
	Iteration 55Q: 3 clusters Score -692972.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -692975.125000 Penalty: 2766.980957
	Iteration 56Q: 3 clusters Score -692975.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -692974.437500 Penalty: 2766.980957
	Iteration 57Q: 3 clusters Score -692974.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -692977.312500 Penalty: 2766.980957
	Iteration 58Q: 3 clusters Score -692977.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -692977.937500 Penalty: 2766.980957
	Iteration 59Q: 3 clusters Score -692977.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -692979.625000 Penalty: 2766.980957
	Iteration 60F: 3 clusters Score -692979.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -692980.750000 Penalty: 2766.980957
	Iteration 61Q: 3 clusters Score -692980.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -692980.750000 Penalty: 2766.980957
	Iteration 62F: 3 clusters Score -692980.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (14785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Entering Unmasked Estep 
Score: -2193221.750000 Penalty: 1560.222412
	Iteration 0F: 2 clusters Score -2193222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2183078.750000 Penalty: 3120.444824
	Iteration 0F: 3 clusters Score -2183079 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2186673.750000 Penalty: 3120.444824
	Iteration 1F: 3 clusters Score -2186674 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2187005.500000 Penalty: 3120.444824
	Iteration 2F: 3 clusters Score -2187006 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2187254.000000 Penalty: 3120.444824
	Iteration 3Q: 3 clusters Score -2187254 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2187476.750000 Penalty: 3120.444824
	Iteration 4Q: 3 clusters Score -2187477 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2187671.000000 Penalty: 3120.444824
	Iteration 5Q: 3 clusters Score -2187671 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2187845.750000 Penalty: 3120.444824
	Iteration 6Q: 3 clusters Score -2187846 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2188015.000000 Penalty: 3120.444824
	Iteration 7Q: 3 clusters Score -2188015 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2188210.500000 Penalty: 3120.444824
	Iteration 8Q: 3 clusters Score -2188210 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2188400.000000 Penalty: 3120.444824
	Iteration 9Q: 3 clusters Score -2188400 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2188580.000000 Penalty: 3120.444824
	Iteration 10Q: 3 clusters Score -2188580 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2188793.500000 Penalty: 3120.444824
	Iteration 11Q: 3 clusters Score -2188794 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2189051.000000 Penalty: 3120.444824
	Iteration 12Q: 3 clusters Score -2189051 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2189309.250000 Penalty: 3120.444824
	Iteration 13Q: 3 clusters Score -2189309 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2189596.250000 Penalty: 3120.444824
	Iteration 14Q: 3 clusters Score -2189596 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2189927.250000 Penalty: 3120.444824
	Iteration 15Q: 3 clusters Score -2189927 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2190233.500000 Penalty: 3120.444824
	Iteration 16Q: 3 clusters Score -2190234 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2190520.750000 Penalty: 3120.444824
	Iteration 17Q: 3 clusters Score -2190521 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2190738.500000 Penalty: 3120.444824
	Iteration 18Q: 3 clusters Score -2190738 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2190928.500000 Penalty: 3120.444824
	Iteration 19Q: 3 clusters Score -2190928 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2191119.750000 Penalty: 3120.444824
	Iteration 20F: 3 clusters Score -2191120 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2191282.000000 Penalty: 3120.444824
	Iteration 21Q: 3 clusters Score -2191282 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2191378.500000 Penalty: 3120.444824
	Iteration 22Q: 3 clusters Score -2191378 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2191464.500000 Penalty: 3120.444824
	Iteration 23Q: 3 clusters Score -2191464 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2191535.500000 Penalty: 3120.444824
	Iteration 24Q: 3 clusters Score -2191536 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2191573.000000 Penalty: 3120.444824
	Iteration 25Q: 3 clusters Score -2191573 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2191607.500000 Penalty: 3120.444824
	Iteration 26Q: 3 clusters Score -2191608 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2191646.750000 Penalty: 3120.444824
	Iteration 27Q: 3 clusters Score -2191647 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2191675.250000 Penalty: 3120.444824
	Iteration 28Q: 3 clusters Score -2191675 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2191704.000000 Penalty: 3120.444824
	Iteration 29Q: 3 clusters Score -2191704 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2191718.500000 Penalty: 3120.444824
	Iteration 30Q: 3 clusters Score -2191718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2191738.000000 Penalty: 3120.444824
	Iteration 31Q: 3 clusters Score -2191738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2191748.250000 Penalty: 3120.444824
	Iteration 32Q: 3 clusters Score -2191748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2191767.500000 Penalty: 3120.444824
	Iteration 33Q: 3 clusters Score -2191768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2191773.000000 Penalty: 3120.444824
	Iteration 34Q: 3 clusters Score -2191773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2191778.500000 Penalty: 3120.444824
	Iteration 35Q: 3 clusters Score -2191778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2191782.250000 Penalty: 3120.444824
	Iteration 36Q: 3 clusters Score -2191782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2191785.250000 Penalty: 3120.444824
	Iteration 37Q: 3 clusters Score -2191785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2191785.000000 Penalty: 3120.444824
	Iteration 38Q: 3 clusters Score -2191785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2191789.750000 Penalty: 3120.444824
	Iteration 39Q: 3 clusters Score -2191790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2191789.000000 Penalty: 3120.444824
	Iteration 40F: 3 clusters Score -2191789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2191788.250000 Penalty: 3120.444824
	Iteration 41Q: 3 clusters Score -2191788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2191791.000000 Penalty: 3120.444824
	Iteration 42Q: 3 clusters Score -2191791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2191792.250000 Penalty: 3120.444824
	Iteration 43Q: 3 clusters Score -2191792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2191795.250000 Penalty: 3120.444824
	Iteration 44Q: 3 clusters Score -2191795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2191800.750000 Penalty: 3120.444824
	Iteration 45Q: 3 clusters Score -2191801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2191807.000000 Penalty: 3120.444824
	Iteration 46Q: 3 clusters Score -2191807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2191810.000000 Penalty: 3120.444824
	Iteration 47Q: 3 clusters Score -2191810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2191813.250000 Penalty: 3120.444824
	Iteration 48Q: 3 clusters Score -2191813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2191815.250000 Penalty: 3120.444824
	Iteration 49Q: 3 clusters Score -2191815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2191817.750000 Penalty: 3120.444824
	Iteration 50Q: 3 clusters Score -2191818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2191818.000000 Penalty: 3120.444824
	Iteration 51Q: 3 clusters Score -2191818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2191814.750000 Penalty: 3120.444824
	Iteration 52Q: 3 clusters Score -2191815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2191814.750000 Penalty: 3120.444824
	Iteration 53F: 3 clusters Score -2191815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Entering Unmasked Estep 
Score: -2172862.500000 Penalty: 1554.745605
	Iteration 0F: 2 clusters Score -2172862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2163099.750000 Penalty: 3109.491211
	Iteration 0F: 3 clusters Score -2163100 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2166361.000000 Penalty: 3109.491211
	Iteration 1F: 3 clusters Score -2166361 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2166706.250000 Penalty: 3109.491211
	Iteration 2F: 3 clusters Score -2166706 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2166975.000000 Penalty: 3109.491211
	Iteration 3F: 3 clusters Score -2166975 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2167176.000000 Penalty: 3109.491211
	Iteration 4Q: 3 clusters Score -2167176 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2167368.250000 Penalty: 3109.491211
	Iteration 5Q: 3 clusters Score -2167368 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2167555.500000 Penalty: 3109.491211
	Iteration 6Q: 3 clusters Score -2167556 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2167748.250000 Penalty: 3109.491211
	Iteration 7Q: 3 clusters Score -2167748 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2167961.750000 Penalty: 3109.491211
	Iteration 8Q: 3 clusters Score -2167962 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2168180.500000 Penalty: 3109.491211
	Iteration 9Q: 3 clusters Score -2168180 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2168411.750000 Penalty: 3109.491211
	Iteration 10Q: 3 clusters Score -2168412 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2168674.250000 Penalty: 3109.491211
	Iteration 11Q: 3 clusters Score -2168674 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2168915.250000 Penalty: 3109.491211
	Iteration 12Q: 3 clusters Score -2168915 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2169154.250000 Penalty: 3109.491211
	Iteration 13Q: 3 clusters Score -2169154 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2169372.250000 Penalty: 3109.491211
	Iteration 14Q: 3 clusters Score -2169372 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2169613.500000 Penalty: 3109.491211
	Iteration 15Q: 3 clusters Score -2169614 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2169869.500000 Penalty: 3109.491211
	Iteration 16Q: 3 clusters Score -2169870 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2170050.500000 Penalty: 3109.491211
	Iteration 17Q: 3 clusters Score -2170050 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2170183.250000 Penalty: 3109.491211
	Iteration 18Q: 3 clusters Score -2170183 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2170276.000000 Penalty: 3109.491211
	Iteration 19Q: 3 clusters Score -2170276 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2170349.250000 Penalty: 3109.491211
	Iteration 20F: 3 clusters Score -2170349 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2170400.250000 Penalty: 3109.491211
	Iteration 21Q: 3 clusters Score -2170400 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2170442.250000 Penalty: 3109.491211
	Iteration 22Q: 3 clusters Score -2170442 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2170471.750000 Penalty: 3109.491211
	Iteration 23Q: 3 clusters Score -2170472 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2170501.750000 Penalty: 3109.491211
	Iteration 24Q: 3 clusters Score -2170502 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2170529.250000 Penalty: 3109.491211
	Iteration 25Q: 3 clusters Score -2170529 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2170551.000000 Penalty: 3109.491211
	Iteration 26Q: 3 clusters Score -2170551 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2170577.500000 Penalty: 3109.491211
	Iteration 27Q: 3 clusters Score -2170578 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2170604.500000 Penalty: 3109.491211
	Iteration 28Q: 3 clusters Score -2170604 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2170629.000000 Penalty: 3109.491211
	Iteration 29Q: 3 clusters Score -2170629 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2170655.750000 Penalty: 3109.491211
	Iteration 30Q: 3 clusters Score -2170656 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2170682.000000 Penalty: 3109.491211
	Iteration 31Q: 3 clusters Score -2170682 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2170707.250000 Penalty: 3109.491211
	Iteration 32Q: 3 clusters Score -2170707 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2170740.250000 Penalty: 3109.491211
	Iteration 33Q: 3 clusters Score -2170740 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2170768.000000 Penalty: 3109.491211
	Iteration 34Q: 3 clusters Score -2170768 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2170797.250000 Penalty: 3109.491211
	Iteration 35Q: 3 clusters Score -2170797 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2170824.250000 Penalty: 3109.491211
	Iteration 36Q: 3 clusters Score -2170824 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2170858.500000 Penalty: 3109.491211
	Iteration 37Q: 3 clusters Score -2170858 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2170883.000000 Penalty: 3109.491211
	Iteration 38Q: 3 clusters Score -2170883 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2170921.000000 Penalty: 3109.491211
	Iteration 39Q: 3 clusters Score -2170921 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2170956.250000 Penalty: 3109.491211
	Iteration 40F: 3 clusters Score -2170956 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2170991.500000 Penalty: 3109.491211
	Iteration 41Q: 3 clusters Score -2170992 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2171017.000000 Penalty: 3109.491211
	Iteration 42Q: 3 clusters Score -2171017 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2171042.500000 Penalty: 3109.491211
	Iteration 43Q: 3 clusters Score -2171042 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2171069.750000 Penalty: 3109.491211
	Iteration 44Q: 3 clusters Score -2171070 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2171092.750000 Penalty: 3109.491211
	Iteration 45Q: 3 clusters Score -2171093 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2171114.250000 Penalty: 3109.491211
	Iteration 46Q: 3 clusters Score -2171114 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2171143.750000 Penalty: 3109.491211
	Iteration 47Q: 3 clusters Score -2171144 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2171170.000000 Penalty: 3109.491211
	Iteration 48Q: 3 clusters Score -2171170 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2171199.750000 Penalty: 3109.491211
	Iteration 49Q: 3 clusters Score -2171200 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2171219.750000 Penalty: 3109.491211
	Iteration 50Q: 3 clusters Score -2171220 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2171230.000000 Penalty: 3109.491211
	Iteration 51Q: 3 clusters Score -2171230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2171248.000000 Penalty: 3109.491211
	Iteration 52Q: 3 clusters Score -2171248 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2171270.000000 Penalty: 3109.491211
	Iteration 53Q: 3 clusters Score -2171270 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2171291.500000 Penalty: 3109.491211
	Iteration 54Q: 3 clusters Score -2171292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2171302.250000 Penalty: 3109.491211
	Iteration 55Q: 3 clusters Score -2171302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2171312.000000 Penalty: 3109.491211
	Iteration 56Q: 3 clusters Score -2171312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2171324.000000 Penalty: 3109.491211
	Iteration 57Q: 3 clusters Score -2171324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2171331.750000 Penalty: 3109.491211
	Iteration 58Q: 3 clusters Score -2171332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2171334.250000 Penalty: 3109.491211
	Iteration 59Q: 3 clusters Score -2171334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2171348.750000 Penalty: 3109.491211
	Iteration 60F: 3 clusters Score -2171349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2171351.250000 Penalty: 3109.491211
	Iteration 61Q: 3 clusters Score -2171351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2171359.500000 Penalty: 3109.491211
	Iteration 62Q: 3 clusters Score -2171360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2171362.250000 Penalty: 3109.491211
	Iteration 63Q: 3 clusters Score -2171362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2171370.500000 Penalty: 3109.491211
	Iteration 64Q: 3 clusters Score -2171370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2171380.250000 Penalty: 3109.491211
	Iteration 65Q: 3 clusters Score -2171380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2171389.250000 Penalty: 3109.491211
	Iteration 66Q: 3 clusters Score -2171389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2171393.250000 Penalty: 3109.491211
	Iteration 67Q: 3 clusters Score -2171393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2171393.750000 Penalty: 3109.491211
	Iteration 68Q: 3 clusters Score -2171394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2171396.750000 Penalty: 3109.491211
	Iteration 69Q: 3 clusters Score -2171397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2171401.500000 Penalty: 3109.491211
	Iteration 70Q: 3 clusters Score -2171402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2171408.750000 Penalty: 3109.491211
	Iteration 71Q: 3 clusters Score -2171409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2171414.250000 Penalty: 3109.491211
	Iteration 72Q: 3 clusters Score -2171414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2171416.250000 Penalty: 3109.491211
	Iteration 73Q: 3 clusters Score -2171416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2171415.000000 Penalty: 3109.491211
	Iteration 74Q: 3 clusters Score -2171415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2171419.750000 Penalty: 3109.491211
	Iteration 75Q: 3 clusters Score -2171420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2171423.750000 Penalty: 3109.491211
	Iteration 76Q: 3 clusters Score -2171424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2171431.500000 Penalty: 3109.491211
	Iteration 77Q: 3 clusters Score -2171432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2171428.500000 Penalty: 3109.491211
	Iteration 78Q: 3 clusters Score -2171428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2171432.000000 Penalty: 3109.491211
	Iteration 79Q: 3 clusters Score -2171432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2171435.250000 Penalty: 3109.491211
	Iteration 80F: 3 clusters Score -2171435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2171438.250000 Penalty: 3109.491211
	Iteration 81Q: 3 clusters Score -2171438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2171440.750000 Penalty: 3109.491211
	Iteration 82Q: 3 clusters Score -2171441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2171441.750000 Penalty: 3109.491211
	Iteration 83Q: 3 clusters Score -2171442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2171441.000000 Penalty: 3109.491211
	Iteration 84Q: 3 clusters Score -2171441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2171446.000000 Penalty: 3109.491211
	Iteration 85Q: 3 clusters Score -2171446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2171451.250000 Penalty: 3109.491211
	Iteration 86Q: 3 clusters Score -2171451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2171455.000000 Penalty: 3109.491211
	Iteration 87Q: 3 clusters Score -2171455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2171458.250000 Penalty: 3109.491211
	Iteration 88Q: 3 clusters Score -2171458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2171457.500000 Penalty: 3109.491211
	Iteration 89Q: 3 clusters Score -2171458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2171458.750000 Penalty: 3109.491211
	Iteration 90Q: 3 clusters Score -2171459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2171459.250000 Penalty: 3109.491211
	Iteration 91Q: 3 clusters Score -2171459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2171459.000000 Penalty: 3109.491211
	Iteration 92Q: 3 clusters Score -2171459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2171458.750000 Penalty: 3109.491211
	Iteration 93Q: 3 clusters Score -2171459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2171458.750000 Penalty: 3109.491211
	Iteration 94F: 3 clusters Score -2171459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Entering Unmasked Estep 
Score: -520290.843750 Penalty: 1335.070312
	Iteration 0F: 2 clusters Score -520290.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -517174.625000 Penalty: 2670.140625
	Iteration 0F: 3 clusters Score -517174.6 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -518105.656250 Penalty: 2670.140625
	Iteration 1F: 3 clusters Score -518105.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -518365.843750 Penalty: 2670.140625
	Iteration 2F: 3 clusters Score -518365.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -518566.062500 Penalty: 2670.140625
	Iteration 3F: 3 clusters Score -518566.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -518704.843750 Penalty: 2670.140625
	Iteration 4F: 3 clusters Score -518704.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -518797.562500 Penalty: 2670.140625
	Iteration 5Q: 3 clusters Score -518797.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -518859.781250 Penalty: 2670.140625
	Iteration 6Q: 3 clusters Score -518859.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -518914.156250 Penalty: 2670.140625
	Iteration 7Q: 3 clusters Score -518914.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -518962.093750 Penalty: 2670.140625
	Iteration 8Q: 3 clusters Score -518962.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -519005.000000 Penalty: 2670.140625
	Iteration 9Q: 3 clusters Score -519005 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -519042.437500 Penalty: 2670.140625
	Iteration 10Q: 3 clusters Score -519042.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -519066.625000 Penalty: 2670.140625
	Iteration 11Q: 3 clusters Score -519066.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -519087.250000 Penalty: 2670.140625
	Iteration 12Q: 3 clusters Score -519087.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -519106.250000 Penalty: 2670.140625
	Iteration 13Q: 3 clusters Score -519106.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -519125.218750 Penalty: 2670.140625
	Iteration 14Q: 3 clusters Score -519125.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -519141.937500 Penalty: 2670.140625
	Iteration 15Q: 3 clusters Score -519141.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -519159.218750 Penalty: 2670.140625
	Iteration 16Q: 3 clusters Score -519159.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -519172.062500 Penalty: 2670.140625
	Iteration 17Q: 3 clusters Score -519172.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -519182.593750 Penalty: 2670.140625
	Iteration 18Q: 3 clusters Score -519182.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -519192.406250 Penalty: 2670.140625
	Iteration 19Q: 3 clusters Score -519192.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -519207.312500 Penalty: 2670.140625
	Iteration 20F: 3 clusters Score -519207.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -519223.562500 Penalty: 2670.140625
	Iteration 21Q: 3 clusters Score -519223.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -519235.562500 Penalty: 2670.140625
	Iteration 22Q: 3 clusters Score -519235.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -519243.531250 Penalty: 2670.140625
	Iteration 23Q: 3 clusters Score -519243.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -519251.906250 Penalty: 2670.140625
	Iteration 24Q: 3 clusters Score -519251.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -519262.125000 Penalty: 2670.140625
	Iteration 25Q: 3 clusters Score -519262.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -519274.781250 Penalty: 2670.140625
	Iteration 26Q: 3 clusters Score -519274.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -519288.906250 Penalty: 2670.140625
	Iteration 27Q: 3 clusters Score -519288.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -519306.281250 Penalty: 2670.140625
	Iteration 28Q: 3 clusters Score -519306.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -519313.437500 Penalty: 2670.140625
	Iteration 29Q: 3 clusters Score -519313.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -519317.437500 Penalty: 2670.140625
	Iteration 30Q: 3 clusters Score -519317.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -519325.843750 Penalty: 2670.140625
	Iteration 31Q: 3 clusters Score -519325.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -519335.687500 Penalty: 2670.140625
	Iteration 32Q: 3 clusters Score -519335.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -519344.218750 Penalty: 2670.140625
	Iteration 33Q: 3 clusters Score -519344.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -519350.500000 Penalty: 2670.140625
	Iteration 34Q: 3 clusters Score -519350.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -519353.687500 Penalty: 2670.140625
	Iteration 35Q: 3 clusters Score -519353.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -519356.625000 Penalty: 2670.140625
	Iteration 36Q: 3 clusters Score -519356.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -519361.843750 Penalty: 2670.140625
	Iteration 37Q: 3 clusters Score -519361.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -519368.312500 Penalty: 2670.140625
	Iteration 38Q: 3 clusters Score -519368.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -519370.718750 Penalty: 2670.140625
	Iteration 39Q: 3 clusters Score -519370.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -519372.031250 Penalty: 2670.140625
	Iteration 40F: 3 clusters Score -519372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -519374.312500 Penalty: 2670.140625
	Iteration 41Q: 3 clusters Score -519374.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -519378.250000 Penalty: 2670.140625
	Iteration 42Q: 3 clusters Score -519378.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -519383.000000 Penalty: 2670.140625
	Iteration 43Q: 3 clusters Score -519383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -519386.531250 Penalty: 2670.140625
	Iteration 44Q: 3 clusters Score -519386.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -519390.187500 Penalty: 2670.140625
	Iteration 45Q: 3 clusters Score -519390.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -519392.937500 Penalty: 2670.140625
	Iteration 46Q: 3 clusters Score -519392.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -519396.781250 Penalty: 2670.140625
	Iteration 47Q: 3 clusters Score -519396.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -519401.937500 Penalty: 2670.140625
	Iteration 48Q: 3 clusters Score -519401.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -519411.250000 Penalty: 2670.140625
	Iteration 49Q: 3 clusters Score -519411.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -519415.281250 Penalty: 2670.140625
	Iteration 50Q: 3 clusters Score -519415.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -519419.250000 Penalty: 2670.140625
	Iteration 51Q: 3 clusters Score -519419.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -519423.500000 Penalty: 2670.140625
	Iteration 52Q: 3 clusters Score -519423.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -519426.031250 Penalty: 2670.140625
	Iteration 53Q: 3 clusters Score -519426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -519431.812500 Penalty: 2670.140625
	Iteration 54Q: 3 clusters Score -519431.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -519443.406250 Penalty: 2670.140625
	Iteration 55Q: 3 clusters Score -519443.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -519454.468750 Penalty: 2670.140625
	Iteration 56Q: 3 clusters Score -519454.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -519463.093750 Penalty: 2670.140625
	Iteration 57Q: 3 clusters Score -519463.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -519469.562500 Penalty: 2670.140625
	Iteration 58Q: 3 clusters Score -519469.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -519473.625000 Penalty: 2670.140625
	Iteration 59Q: 3 clusters Score -519473.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -519476.843750 Penalty: 2670.140625
	Iteration 60F: 3 clusters Score -519476.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -519480.250000 Penalty: 2670.140625
	Iteration 61Q: 3 clusters Score -519480.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -519485.187500 Penalty: 2670.140625
	Iteration 62Q: 3 clusters Score -519485.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -519490.937500 Penalty: 2670.140625
	Iteration 63Q: 3 clusters Score -519490.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -519493.593750 Penalty: 2670.140625
	Iteration 64Q: 3 clusters Score -519493.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -519498.968750 Penalty: 2670.140625
	Iteration 65Q: 3 clusters Score -519499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -519501.906250 Penalty: 2670.140625
	Iteration 66Q: 3 clusters Score -519501.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -519504.625000 Penalty: 2670.140625
	Iteration 67Q: 3 clusters Score -519504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -519506.468750 Penalty: 2670.140625
	Iteration 68Q: 3 clusters Score -519506.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -519507.875000 Penalty: 2670.140625
	Iteration 69Q: 3 clusters Score -519507.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -519510.031250 Penalty: 2670.140625
	Iteration 70Q: 3 clusters Score -519510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -519510.343750 Penalty: 2670.140625
	Iteration 71Q: 3 clusters Score -519510.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -519510.343750 Penalty: 2670.140625
	Iteration 72F: 3 clusters Score -519510.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -138270.375000 Penalty: 1135.766968
	Iteration 0F: 2 clusters Score -138270.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -136774.671875 Penalty: 2271.533936
	Iteration 0F: 3 clusters Score -136774.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -137192.421875 Penalty: 2271.533936
	Iteration 1F: 3 clusters Score -137192.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -137398.625000 Penalty: 2271.533936
	Iteration 2F: 3 clusters Score -137398.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -137578.187500 Penalty: 2271.533936
	Iteration 3F: 3 clusters Score -137578.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -137716.031250 Penalty: 2271.533936
	Iteration 4F: 3 clusters Score -137716 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -137864.984375 Penalty: 2271.533936
	Iteration 5F: 3 clusters Score -137865 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -138007.718750 Penalty: 2271.533936
	Iteration 6F: 3 clusters Score -138007.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -138077.640625 Penalty: 2271.533936
	Iteration 7Q: 3 clusters Score -138077.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -138125.234375 Penalty: 2271.533936
	Iteration 8Q: 3 clusters Score -138125.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -138157.484375 Penalty: 2271.533936
	Iteration 9Q: 3 clusters Score -138157.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -138176.546875 Penalty: 2271.533936
	Iteration 10Q: 3 clusters Score -138176.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -138198.171875 Penalty: 2271.533936
	Iteration 11Q: 3 clusters Score -138198.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -138215.921875 Penalty: 2271.533936
	Iteration 12Q: 3 clusters Score -138215.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -138234.921875 Penalty: 2271.533936
	Iteration 13Q: 3 clusters Score -138234.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -138246.890625 Penalty: 2271.533936
	Iteration 14Q: 3 clusters Score -138246.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -138266.062500 Penalty: 2271.533936
	Iteration 15Q: 3 clusters Score -138266.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -138271.515625 Penalty: 2271.533936
	Iteration 16Q: 3 clusters Score -138271.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -138277.015625 Penalty: 2271.533936
	Iteration 17Q: 3 clusters Score -138277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -138283.546875 Penalty: 2271.533936
	Iteration 18Q: 3 clusters Score -138283.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -138284.343750 Penalty: 2271.533936
	Iteration 19Q: 3 clusters Score -138284.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -138287.156250 Penalty: 2271.533936
	Iteration 20F: 3 clusters Score -138287.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -138289.562500 Penalty: 2271.533936
	Iteration 21Q: 3 clusters Score -138289.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -138289.562500 Penalty: 2271.533936
	Iteration 22F: 3 clusters Score -138289.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8280 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25977 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13641 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6731 members 
Mstep: Class 37 contains 9629 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4983 members 
Mstep: Class 45 contains 14785 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 482 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20478 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13729 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21586 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19694 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13225 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19136 members 
Mstep: Class 86 contains 603 members 
Entering Unmasked Estep 
Score: -85931720.000000 Penalty: 185964.312500
Splitting cluster 48 changes total score from -85932688.000000 to -85931720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (6055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Entering Unmasked Estep 
Score: -772791.562500 Penalty: 1415.154053
	Iteration 0F: 2 clusters Score -772791.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -768174.000000 Penalty: 2830.308105
	Iteration 0F: 3 clusters Score -768174 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -769605.125000 Penalty: 2830.308105
	Iteration 1F: 3 clusters Score -769605.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -769829.937500 Penalty: 2830.308105
	Iteration 2F: 3 clusters Score -769829.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -769991.187500 Penalty: 2830.308105
	Iteration 3F: 3 clusters Score -769991.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -770117.500000 Penalty: 2830.308105
	Iteration 4Q: 3 clusters Score -770117.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -770231.187500 Penalty: 2830.308105
	Iteration 5Q: 3 clusters Score -770231.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -770337.312500 Penalty: 2830.308105
	Iteration 6Q: 3 clusters Score -770337.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -770470.625000 Penalty: 2830.308105
	Iteration 7Q: 3 clusters Score -770470.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -770602.187500 Penalty: 2830.308105
	Iteration 8Q: 3 clusters Score -770602.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -770741.875000 Penalty: 2830.308105
	Iteration 9Q: 3 clusters Score -770741.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -770880.625000 Penalty: 2830.308105
	Iteration 10Q: 3 clusters Score -770880.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -771029.625000 Penalty: 2830.308105
	Iteration 11Q: 3 clusters Score -771029.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -771144.062500 Penalty: 2830.308105
	Iteration 12Q: 3 clusters Score -771144.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -771219.187500 Penalty: 2830.308105
	Iteration 13Q: 3 clusters Score -771219.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -771293.375000 Penalty: 2830.308105
	Iteration 14Q: 3 clusters Score -771293.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -771355.437500 Penalty: 2830.308105
	Iteration 15Q: 3 clusters Score -771355.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -771413.250000 Penalty: 2830.308105
	Iteration 16Q: 3 clusters Score -771413.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -771457.000000 Penalty: 2830.308105
	Iteration 17Q: 3 clusters Score -771457 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -771488.250000 Penalty: 2830.308105
	Iteration 18Q: 3 clusters Score -771488.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -771522.312500 Penalty: 2830.308105
	Iteration 19Q: 3 clusters Score -771522.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -771552.562500 Penalty: 2830.308105
	Iteration 20F: 3 clusters Score -771552.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -771575.812500 Penalty: 2830.308105
	Iteration 21Q: 3 clusters Score -771575.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -771590.250000 Penalty: 2830.308105
	Iteration 22Q: 3 clusters Score -771590.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -771606.312500 Penalty: 2830.308105
	Iteration 23Q: 3 clusters Score -771606.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -771618.312500 Penalty: 2830.308105
	Iteration 24Q: 3 clusters Score -771618.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -771629.187500 Penalty: 2830.308105
	Iteration 25Q: 3 clusters Score -771629.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -771634.500000 Penalty: 2830.308105
	Iteration 26Q: 3 clusters Score -771634.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -771637.562500 Penalty: 2830.308105
	Iteration 27Q: 3 clusters Score -771637.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -771637.562500 Penalty: 2830.308105
	Iteration 28Q: 3 clusters Score -771637.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -771639.000000 Penalty: 2830.308105
	Iteration 29Q: 3 clusters Score -771639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -771643.250000 Penalty: 2830.308105
	Iteration 30Q: 3 clusters Score -771643.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -771645.937500 Penalty: 2830.308105
	Iteration 31Q: 3 clusters Score -771645.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -771646.500000 Penalty: 2830.308105
	Iteration 32Q: 3 clusters Score -771646.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -771645.812500 Penalty: 2830.308105
	Iteration 33Q: 3 clusters Score -771645.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -771647.062500 Penalty: 2830.308105
	Iteration 34Q: 3 clusters Score -771647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -771648.437500 Penalty: 2830.308105
	Iteration 35Q: 3 clusters Score -771648.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -771648.187500 Penalty: 2830.308105
	Iteration 36Q: 3 clusters Score -771648.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -771648.187500 Penalty: 2830.308105
	Iteration 37F: 3 clusters Score -771648.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (20478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Entering Unmasked Estep 
Score: -3125220.000000 Penalty: 1613.154907
	Iteration 0F: 2 clusters Score -3125220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -3112223.750000 Penalty: 3226.309814
	Iteration 0F: 3 clusters Score -3112224 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -3117076.750000 Penalty: 3226.309814
	Iteration 1F: 3 clusters Score -3117077 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -3117353.000000 Penalty: 3226.309814
	Iteration 2Q: 3 clusters Score -3117353 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -3117623.250000 Penalty: 3226.309814
	Iteration 3Q: 3 clusters Score -3117623 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -3117830.250000 Penalty: 3226.309814
	Iteration 4Q: 3 clusters Score -3117830 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -3118018.000000 Penalty: 3226.309814
	Iteration 5Q: 3 clusters Score -3118018 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -3118204.000000 Penalty: 3226.309814
	Iteration 6Q: 3 clusters Score -3118204 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3118435.500000 Penalty: 3226.309814
	Iteration 7Q: 3 clusters Score -3118436 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3118715.250000 Penalty: 3226.309814
	Iteration 8Q: 3 clusters Score -3118715 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -3119053.000000 Penalty: 3226.309814
	Iteration 9Q: 3 clusters Score -3119053 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -3119490.000000 Penalty: 3226.309814
	Iteration 10Q: 3 clusters Score -3119490 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -3120028.000000 Penalty: 3226.309814
	Iteration 11Q: 3 clusters Score -3120028 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -3120658.000000 Penalty: 3226.309814
	Iteration 12Q: 3 clusters Score -3120658 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -3121426.250000 Penalty: 3226.309814
	Iteration 13F: 3 clusters Score -3121426 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -3122061.750000 Penalty: 3226.309814
	Iteration 14Q: 3 clusters Score -3122062 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -3122380.000000 Penalty: 3226.309814
	Iteration 15Q: 3 clusters Score -3122380 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3122521.250000 Penalty: 3226.309814
	Iteration 16Q: 3 clusters Score -3122521 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3122587.000000 Penalty: 3226.309814
	Iteration 17Q: 3 clusters Score -3122587 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -3122638.000000 Penalty: 3226.309814
	Iteration 18Q: 3 clusters Score -3122638 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -3122696.500000 Penalty: 3226.309814
	Iteration 19Q: 3 clusters Score -3122696 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -3122749.000000 Penalty: 3226.309814
	Iteration 20F: 3 clusters Score -3122749 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -3122800.000000 Penalty: 3226.309814
	Iteration 21Q: 3 clusters Score -3122800 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -3122843.750000 Penalty: 3226.309814
	Iteration 22Q: 3 clusters Score -3122844 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -3122886.250000 Penalty: 3226.309814
	Iteration 23Q: 3 clusters Score -3122886 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -3122924.500000 Penalty: 3226.309814
	Iteration 24Q: 3 clusters Score -3122924 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -3122950.750000 Penalty: 3226.309814
	Iteration 25Q: 3 clusters Score -3122951 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3122963.250000 Penalty: 3226.309814
	Iteration 26Q: 3 clusters Score -3122963 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -3122986.750000 Penalty: 3226.309814
	Iteration 27Q: 3 clusters Score -3122987 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3122987.000000 Penalty: 3226.309814
	Iteration 28Q: 3 clusters Score -3122987 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -3122998.750000 Penalty: 3226.309814
	Iteration 29Q: 3 clusters Score -3122999 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3122998.500000 Penalty: 3226.309814
	Iteration 30Q: 3 clusters Score -3122998 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -3123017.750000 Penalty: 3226.309814
	Iteration 31Q: 3 clusters Score -3123018 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -3123009.000000 Penalty: 3226.309814
	Iteration 32Q: 3 clusters Score -3123009 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -3123005.750000 Penalty: 3226.309814
	Iteration 33Q: 3 clusters Score -3123006 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -3123015.000000 Penalty: 3226.309814
	Iteration 34Q: 3 clusters Score -3123015 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -3123022.000000 Penalty: 3226.309814
	Iteration 35Q: 3 clusters Score -3123022 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -3123010.250000 Penalty: 3226.309814
	Iteration 36Q: 3 clusters Score -3123010 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -3123013.750000 Penalty: 3226.309814
	Iteration 37Q: 3 clusters Score -3123014 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3123023.250000 Penalty: 3226.309814
	Iteration 38Q: 3 clusters Score -3123023 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -3123022.250000 Penalty: 3226.309814
	Iteration 39Q: 3 clusters Score -3123022 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -3123018.250000 Penalty: 3226.309814
	Iteration 40F: 3 clusters Score -3123018 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -3123017.500000 Penalty: 3226.309814
	Iteration 41Q: 3 clusters Score -3123018 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3123021.750000 Penalty: 3226.309814
	Iteration 42Q: 3 clusters Score -3123022 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -3123012.250000 Penalty: 3226.309814
	Iteration 43Q: 3 clusters Score -3123012 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -3123011.500000 Penalty: 3226.309814
	Iteration 44Q: 3 clusters Score -3123012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -3123012.250000 Penalty: 3226.309814
	Iteration 45Q: 3 clusters Score -3123012 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -3123009.250000 Penalty: 3226.309814
	Iteration 46Q: 3 clusters Score -3123009 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -3122999.750000 Penalty: 3226.309814
	Iteration 47Q: 3 clusters Score -3123000 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -3122994.750000 Penalty: 3226.309814
	Iteration 48Q: 3 clusters Score -3122995 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -3123007.250000 Penalty: 3226.309814
	Iteration 49Q: 3 clusters Score -3123007 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -3122996.500000 Penalty: 3226.309814
	Iteration 50Q: 3 clusters Score -3122996 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -3122997.250000 Penalty: 3226.309814
	Iteration 51Q: 3 clusters Score -3122997 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -3122995.250000 Penalty: 3226.309814
	Iteration 52Q: 3 clusters Score -3122995 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3122995.500000 Penalty: 3226.309814
	Iteration 53Q: 3 clusters Score -3122996 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -3123000.250000 Penalty: 3226.309814
	Iteration 54Q: 3 clusters Score -3123000 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -3123007.500000 Penalty: 3226.309814
	Iteration 55Q: 3 clusters Score -3123008 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -3122999.750000 Penalty: 3226.309814
	Iteration 56Q: 3 clusters Score -3123000 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -3123003.000000 Penalty: 3226.309814
	Iteration 57Q: 3 clusters Score -3123003 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3123005.250000 Penalty: 3226.309814
	Iteration 58Q: 3 clusters Score -3123005 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -3123023.250000 Penalty: 3226.309814
	Iteration 59Q: 3 clusters Score -3123023 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -3123033.000000 Penalty: 3226.309814
	Iteration 60F: 3 clusters Score -3123033 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -3123036.250000 Penalty: 3226.309814
	Iteration 61Q: 3 clusters Score -3123036 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -3123035.750000 Penalty: 3226.309814
	Iteration 62Q: 3 clusters Score -3123036 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -3123033.000000 Penalty: 3226.309814
	Iteration 63Q: 3 clusters Score -3123033 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -3123037.750000 Penalty: 3226.309814
	Iteration 64Q: 3 clusters Score -3123038 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -3123053.750000 Penalty: 3226.309814
	Iteration 65Q: 3 clusters Score -3123054 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -3123054.750000 Penalty: 3226.309814
	Iteration 66Q: 3 clusters Score -3123055 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3123050.250000 Penalty: 3226.309814
	Iteration 67Q: 3 clusters Score -3123050 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -3123054.250000 Penalty: 3226.309814
	Iteration 68Q: 3 clusters Score -3123054 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -3123064.500000 Penalty: 3226.309814
	Iteration 69Q: 3 clusters Score -3123064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -3123056.250000 Penalty: 3226.309814
	Iteration 70Q: 3 clusters Score -3123056 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -3123067.250000 Penalty: 3226.309814
	Iteration 71Q: 3 clusters Score -3123067 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3123064.000000 Penalty: 3226.309814
	Iteration 72Q: 3 clusters Score -3123064 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -3123076.000000 Penalty: 3226.309814
	Iteration 73Q: 3 clusters Score -3123076 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3123091.000000 Penalty: 3226.309814
	Iteration 74Q: 3 clusters Score -3123091 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -3123116.000000 Penalty: 3226.309814
	Iteration 75Q: 3 clusters Score -3123116 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -3123126.000000 Penalty: 3226.309814
	Iteration 76Q: 3 clusters Score -3123126 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -3123131.250000 Penalty: 3226.309814
	Iteration 77Q: 3 clusters Score -3123131 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -3123126.500000 Penalty: 3226.309814
	Iteration 78Q: 3 clusters Score -3123126 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -3123144.000000 Penalty: 3226.309814
	Iteration 79Q: 3 clusters Score -3123144 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -3123162.250000 Penalty: 3226.309814
	Iteration 80F: 3 clusters Score -3123162 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -3123177.750000 Penalty: 3226.309814
	Iteration 81Q: 3 clusters Score -3123178 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -3123188.500000 Penalty: 3226.309814
	Iteration 82Q: 3 clusters Score -3123188 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -3123207.250000 Penalty: 3226.309814
	Iteration 83Q: 3 clusters Score -3123207 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -3123217.500000 Penalty: 3226.309814
	Iteration 84Q: 3 clusters Score -3123218 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3123229.250000 Penalty: 3226.309814
	Iteration 85Q: 3 clusters Score -3123229 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -3123252.250000 Penalty: 3226.309814
	Iteration 86Q: 3 clusters Score -3123252 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -3123270.250000 Penalty: 3226.309814
	Iteration 87Q: 3 clusters Score -3123270 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -3123282.750000 Penalty: 3226.309814
	Iteration 88Q: 3 clusters Score -3123283 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3123296.750000 Penalty: 3226.309814
	Iteration 89Q: 3 clusters Score -3123297 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -3123308.250000 Penalty: 3226.309814
	Iteration 90Q: 3 clusters Score -3123308 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -3123337.500000 Penalty: 3226.309814
	Iteration 91Q: 3 clusters Score -3123338 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -3123355.750000 Penalty: 3226.309814
	Iteration 92Q: 3 clusters Score -3123356 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -3123370.250000 Penalty: 3226.309814
	Iteration 93Q: 3 clusters Score -3123370 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3123383.000000 Penalty: 3226.309814
	Iteration 94Q: 3 clusters Score -3123383 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -3123394.250000 Penalty: 3226.309814
	Iteration 95Q: 3 clusters Score -3123394 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -3123415.750000 Penalty: 3226.309814
	Iteration 96Q: 3 clusters Score -3123416 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -3123430.750000 Penalty: 3226.309814
	Iteration 97Q: 3 clusters Score -3123431 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -3123442.000000 Penalty: 3226.309814
	Iteration 98Q: 3 clusters Score -3123442 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -3123464.250000 Penalty: 3226.309814
	Iteration 99Q: 3 clusters Score -3123464 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -3123475.500000 Penalty: 3226.309814
	Iteration 100F: 3 clusters Score -3123476 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -3123486.250000 Penalty: 3226.309814
	Iteration 101Q: 3 clusters Score -3123486 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -3123488.250000 Penalty: 3226.309814
	Iteration 102Q: 3 clusters Score -3123488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -3123498.750000 Penalty: 3226.309814
	Iteration 103Q: 3 clusters Score -3123499 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -3123497.500000 Penalty: 3226.309814
	Iteration 104Q: 3 clusters Score -3123498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -3123500.500000 Penalty: 3226.309814
	Iteration 105Q: 3 clusters Score -3123500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -3123506.000000 Penalty: 3226.309814
	Iteration 106Q: 3 clusters Score -3123506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -3123526.000000 Penalty: 3226.309814
	Iteration 107Q: 3 clusters Score -3123526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -3123527.500000 Penalty: 3226.309814
	Iteration 108Q: 3 clusters Score -3123528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -3123525.750000 Penalty: 3226.309814
	Iteration 109Q: 3 clusters Score -3123526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -3123535.250000 Penalty: 3226.309814
	Iteration 110Q: 3 clusters Score -3123535 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -3123546.500000 Penalty: 3226.309814
	Iteration 111Q: 3 clusters Score -3123546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -3123550.750000 Penalty: 3226.309814
	Iteration 112Q: 3 clusters Score -3123551 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -3123555.750000 Penalty: 3226.309814
	Iteration 113Q: 3 clusters Score -3123556 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -3123565.000000 Penalty: 3226.309814
	Iteration 114Q: 3 clusters Score -3123565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -3123565.250000 Penalty: 3226.309814
	Iteration 115Q: 3 clusters Score -3123565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -3123559.000000 Penalty: 3226.309814
	Iteration 116Q: 3 clusters Score -3123559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -3123564.250000 Penalty: 3226.309814
	Iteration 117Q: 3 clusters Score -3123564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3123574.500000 Penalty: 3226.309814
	Iteration 118Q: 3 clusters Score -3123574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -3123577.000000 Penalty: 3226.309814
	Iteration 119Q: 3 clusters Score -3123577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -3123575.000000 Penalty: 3226.309814
	Iteration 120F: 3 clusters Score -3123575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -3123583.250000 Penalty: 3226.309814
	Iteration 121Q: 3 clusters Score -3123583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -3123578.000000 Penalty: 3226.309814
	Iteration 122Q: 3 clusters Score -3123578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -3123583.000000 Penalty: 3226.309814
	Iteration 123Q: 3 clusters Score -3123583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -3123586.000000 Penalty: 3226.309814
	Iteration 124Q: 3 clusters Score -3123586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -3123583.000000 Penalty: 3226.309814
	Iteration 125Q: 3 clusters Score -3123583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -3123585.000000 Penalty: 3226.309814
	Iteration 126Q: 3 clusters Score -3123585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -3123585.750000 Penalty: 3226.309814
	Iteration 127Q: 3 clusters Score -3123586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -3123597.000000 Penalty: 3226.309814
	Iteration 128Q: 3 clusters Score -3123597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -3123593.500000 Penalty: 3226.309814
	Iteration 129Q: 3 clusters Score -3123594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -3123589.000000 Penalty: 3226.309814
	Iteration 130Q: 3 clusters Score -3123589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -3123588.250000 Penalty: 3226.309814
	Iteration 131Q: 3 clusters Score -3123588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3123590.000000 Penalty: 3226.309814
	Iteration 132Q: 3 clusters Score -3123590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3123590.000000 Penalty: 3226.309814
	Iteration 133F: 3 clusters Score -3123590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -135198.562500 Penalty: 1121.532349
	Iteration 0F: 2 clusters Score -135198.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -133800.734375 Penalty: 2243.064697
	Iteration 0F: 3 clusters Score -133800.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -134053.062500 Penalty: 2243.064697
	Iteration 1F: 3 clusters Score -134053.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -134151.453125 Penalty: 2243.064697
	Iteration 2F: 3 clusters Score -134151.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -134208.796875 Penalty: 2243.064697
	Iteration 3Q: 3 clusters Score -134208.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -134248.859375 Penalty: 2243.064697
	Iteration 4Q: 3 clusters Score -134248.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -134268.453125 Penalty: 2243.064697
	Iteration 5Q: 3 clusters Score -134268.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -134285.843750 Penalty: 2243.064697
	Iteration 6Q: 3 clusters Score -134285.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -134298.281250 Penalty: 2243.064697
	Iteration 7Q: 3 clusters Score -134298.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -134313.093750 Penalty: 2243.064697
	Iteration 8Q: 3 clusters Score -134313.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -134327.953125 Penalty: 2243.064697
	Iteration 9Q: 3 clusters Score -134328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -134340.015625 Penalty: 2243.064697
	Iteration 10Q: 3 clusters Score -134340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -134356.328125 Penalty: 2243.064697
	Iteration 11Q: 3 clusters Score -134356.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -134370.531250 Penalty: 2243.064697
	Iteration 12Q: 3 clusters Score -134370.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -134387.078125 Penalty: 2243.064697
	Iteration 13Q: 3 clusters Score -134387.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -134403.406250 Penalty: 2243.064697
	Iteration 14Q: 3 clusters Score -134403.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -134427.578125 Penalty: 2243.064697
	Iteration 15Q: 3 clusters Score -134427.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -134436.593750 Penalty: 2243.064697
	Iteration 16Q: 3 clusters Score -134436.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -134446.734375 Penalty: 2243.064697
	Iteration 17Q: 3 clusters Score -134446.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -134454.250000 Penalty: 2243.064697
	Iteration 18Q: 3 clusters Score -134454.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -134463.703125 Penalty: 2243.064697
	Iteration 19Q: 3 clusters Score -134463.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -134468.203125 Penalty: 2243.064697
	Iteration 20F: 3 clusters Score -134468.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -134473.937500 Penalty: 2243.064697
	Iteration 21Q: 3 clusters Score -134473.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -134487.562500 Penalty: 2243.064697
	Iteration 22Q: 3 clusters Score -134487.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -134493.578125 Penalty: 2243.064697
	Iteration 23Q: 3 clusters Score -134493.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -134497.062500 Penalty: 2243.064697
	Iteration 24Q: 3 clusters Score -134497.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -134497.250000 Penalty: 2243.064697
	Iteration 25Q: 3 clusters Score -134497.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -134497.250000 Penalty: 2243.064697
	Iteration 26F: 3 clusters Score -134497.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -327438.812500 Penalty: 1270.167725
	Iteration 0F: 2 clusters Score -327438.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -325034.343750 Penalty: 2540.335449
	Iteration 0F: 3 clusters Score -325034.3 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -325580.281250 Penalty: 2540.335449
	Iteration 1F: 3 clusters Score -325580.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -325737.875000 Penalty: 2540.335449
	Iteration 2F: 3 clusters Score -325737.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -325862.843750 Penalty: 2540.335449
	Iteration 3F: 3 clusters Score -325862.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -325957.093750 Penalty: 2540.335449
	Iteration 4F: 3 clusters Score -325957.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -326030.656250 Penalty: 2540.335449
	Iteration 5Q: 3 clusters Score -326030.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -326097.500000 Penalty: 2540.335449
	Iteration 6Q: 3 clusters Score -326097.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -326151.437500 Penalty: 2540.335449
	Iteration 7Q: 3 clusters Score -326151.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -326197.625000 Penalty: 2540.335449
	Iteration 8Q: 3 clusters Score -326197.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -326238.500000 Penalty: 2540.335449
	Iteration 9Q: 3 clusters Score -326238.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -326278.625000 Penalty: 2540.335449
	Iteration 10Q: 3 clusters Score -326278.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -326311.093750 Penalty: 2540.335449
	Iteration 11Q: 3 clusters Score -326311.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -326350.250000 Penalty: 2540.335449
	Iteration 12Q: 3 clusters Score -326350.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -326388.468750 Penalty: 2540.335449
	Iteration 13Q: 3 clusters Score -326388.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -326440.906250 Penalty: 2540.335449
	Iteration 14Q: 3 clusters Score -326440.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -326487.968750 Penalty: 2540.335449
	Iteration 15Q: 3 clusters Score -326488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -326516.031250 Penalty: 2540.335449
	Iteration 16Q: 3 clusters Score -326516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -326532.468750 Penalty: 2540.335449
	Iteration 17Q: 3 clusters Score -326532.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -326550.812500 Penalty: 2540.335449
	Iteration 18Q: 3 clusters Score -326550.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -326561.093750 Penalty: 2540.335449
	Iteration 19Q: 3 clusters Score -326561.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -326567.218750 Penalty: 2540.335449
	Iteration 20F: 3 clusters Score -326567.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -326573.781250 Penalty: 2540.335449
	Iteration 21Q: 3 clusters Score -326573.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -326578.531250 Penalty: 2540.335449
	Iteration 22Q: 3 clusters Score -326578.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -326582.718750 Penalty: 2540.335449
	Iteration 23Q: 3 clusters Score -326582.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -326586.500000 Penalty: 2540.335449
	Iteration 24Q: 3 clusters Score -326586.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -326589.468750 Penalty: 2540.335449
	Iteration 25Q: 3 clusters Score -326589.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -326591.812500 Penalty: 2540.335449
	Iteration 26Q: 3 clusters Score -326591.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -326591.968750 Penalty: 2540.335449
	Iteration 27Q: 3 clusters Score -326592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -326591.968750 Penalty: 2540.335449
	Iteration 28F: 3 clusters Score -326592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -18708.947266 Penalty: 836.467834
	Iteration 0F: 2 clusters Score -18708.95 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 89 members 
Entering Unmasked Estep 
Score: -18014.468750 Penalty: 1672.935669
	Iteration 0F: 3 clusters Score -18014.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18096.166016 Penalty: 1672.935669
	Iteration 1F: 3 clusters Score -18096.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18109.958984 Penalty: 1672.935669
	Iteration 2Q: 3 clusters Score -18109.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18112.976562 Penalty: 1672.935669
	Iteration 3Q: 3 clusters Score -18112.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18114.878906 Penalty: 1672.935669
	Iteration 4Q: 3 clusters Score -18114.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18119.441406 Penalty: 1672.935669
	Iteration 5Q: 3 clusters Score -18119.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18123.019531 Penalty: 1672.935669
	Iteration 6Q: 3 clusters Score -18123.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18127.818359 Penalty: 1672.935669
	Iteration 7Q: 3 clusters Score -18127.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18134.607422 Penalty: 1672.935669
	Iteration 8Q: 3 clusters Score -18134.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18151.685547 Penalty: 1672.935669
	Iteration 9Q: 3 clusters Score -18151.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18154.902344 Penalty: 1672.935669
	Iteration 10Q: 3 clusters Score -18154.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18154.902344 Penalty: 1672.935669
	Iteration 11F: 3 clusters Score -18154.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Entering Unmasked Estep 
Score: -304339.281250 Penalty: 1252.178345
	Iteration 0F: 2 clusters Score -304339.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -302082.656250 Penalty: 2504.356689
	Iteration 0F: 3 clusters Score -302082.7 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -302551.843750 Penalty: 2504.356689
	Iteration 1F: 3 clusters Score -302551.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -302661.750000 Penalty: 2504.356689
	Iteration 2F: 3 clusters Score -302661.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -302745.906250 Penalty: 2504.356689
	Iteration 3Q: 3 clusters Score -302745.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -302808.437500 Penalty: 2504.356689
	Iteration 4Q: 3 clusters Score -302808.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -302856.593750 Penalty: 2504.356689
	Iteration 5Q: 3 clusters Score -302856.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -302910.218750 Penalty: 2504.356689
	Iteration 6Q: 3 clusters Score -302910.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -302948.906250 Penalty: 2504.356689
	Iteration 7Q: 3 clusters Score -302948.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -302993.375000 Penalty: 2504.356689
	Iteration 8Q: 3 clusters Score -302993.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -303029.187500 Penalty: 2504.356689
	Iteration 9Q: 3 clusters Score -303029.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -303051.250000 Penalty: 2504.356689
	Iteration 10Q: 3 clusters Score -303051.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -303071.718750 Penalty: 2504.356689
	Iteration 11Q: 3 clusters Score -303071.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -303090.375000 Penalty: 2504.356689
	Iteration 12Q: 3 clusters Score -303090.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -303102.375000 Penalty: 2504.356689
	Iteration 13Q: 3 clusters Score -303102.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -303115.843750 Penalty: 2504.356689
	Iteration 14Q: 3 clusters Score -303115.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -303125.031250 Penalty: 2504.356689
	Iteration 15Q: 3 clusters Score -303125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -303133.062500 Penalty: 2504.356689
	Iteration 16Q: 3 clusters Score -303133.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -303139.093750 Penalty: 2504.356689
	Iteration 17Q: 3 clusters Score -303139.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -303146.812500 Penalty: 2504.356689
	Iteration 18Q: 3 clusters Score -303146.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -303159.531250 Penalty: 2504.356689
	Iteration 19Q: 3 clusters Score -303159.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -303168.000000 Penalty: 2504.356689
	Iteration 20F: 3 clusters Score -303168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -303176.593750 Penalty: 2504.356689
	Iteration 21Q: 3 clusters Score -303176.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -303186.906250 Penalty: 2504.356689
	Iteration 22Q: 3 clusters Score -303186.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -303198.937500 Penalty: 2504.356689
	Iteration 23Q: 3 clusters Score -303198.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -303213.437500 Penalty: 2504.356689
	Iteration 24Q: 3 clusters Score -303213.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -303228.125000 Penalty: 2504.356689
	Iteration 25Q: 3 clusters Score -303228.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -303240.937500 Penalty: 2504.356689
	Iteration 26Q: 3 clusters Score -303240.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -303253.437500 Penalty: 2504.356689
	Iteration 27Q: 3 clusters Score -303253.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -303272.468750 Penalty: 2504.356689
	Iteration 28Q: 3 clusters Score -303272.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -303290.656250 Penalty: 2504.356689
	Iteration 29Q: 3 clusters Score -303290.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -303310.625000 Penalty: 2504.356689
	Iteration 30Q: 3 clusters Score -303310.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -303330.687500 Penalty: 2504.356689
	Iteration 31Q: 3 clusters Score -303330.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -303347.062500 Penalty: 2504.356689
	Iteration 32Q: 3 clusters Score -303347.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -303365.500000 Penalty: 2504.356689
	Iteration 33Q: 3 clusters Score -303365.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -303377.906250 Penalty: 2504.356689
	Iteration 34Q: 3 clusters Score -303377.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -303385.937500 Penalty: 2504.356689
	Iteration 35Q: 3 clusters Score -303385.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -303395.000000 Penalty: 2504.356689
	Iteration 36Q: 3 clusters Score -303395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -303404.375000 Penalty: 2504.356689
	Iteration 37Q: 3 clusters Score -303404.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -303413.187500 Penalty: 2504.356689
	Iteration 38Q: 3 clusters Score -303413.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -303422.343750 Penalty: 2504.356689
	Iteration 39Q: 3 clusters Score -303422.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -303444.843750 Penalty: 2504.356689
	Iteration 40F: 3 clusters Score -303444.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -303460.843750 Penalty: 2504.356689
	Iteration 41Q: 3 clusters Score -303460.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -303472.843750 Penalty: 2504.356689
	Iteration 42Q: 3 clusters Score -303472.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -303479.656250 Penalty: 2504.356689
	Iteration 43Q: 3 clusters Score -303479.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -303483.500000 Penalty: 2504.356689
	Iteration 44Q: 3 clusters Score -303483.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -303486.187500 Penalty: 2504.356689
	Iteration 45Q: 3 clusters Score -303486.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -303489.656250 Penalty: 2504.356689
	Iteration 46Q: 3 clusters Score -303489.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -303491.500000 Penalty: 2504.356689
	Iteration 47Q: 3 clusters Score -303491.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -303493.250000 Penalty: 2504.356689
	Iteration 48Q: 3 clusters Score -303493.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -303494.656250 Penalty: 2504.356689
	Iteration 49Q: 3 clusters Score -303494.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -303495.718750 Penalty: 2504.356689
	Iteration 50Q: 3 clusters Score -303495.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -303495.718750 Penalty: 2504.356689
	Iteration 51F: 3 clusters Score -303495.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (13270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Entering Unmasked Estep 
Score: -2016971.625000 Penalty: 1542.654907
	Iteration 0F: 2 clusters Score -2016972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2007938.875000 Penalty: 3085.309814
	Iteration 0F: 3 clusters Score -2007939 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2011107.375000 Penalty: 3085.309814
	Iteration 1F: 3 clusters Score -2011107 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2011386.250000 Penalty: 3085.309814
	Iteration 2F: 3 clusters Score -2011386 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2011608.375000 Penalty: 3085.309814
	Iteration 3Q: 3 clusters Score -2011608 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2011810.625000 Penalty: 3085.309814
	Iteration 4Q: 3 clusters Score -2011811 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2011996.125000 Penalty: 3085.309814
	Iteration 5Q: 3 clusters Score -2011996 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2012182.500000 Penalty: 3085.309814
	Iteration 6Q: 3 clusters Score -2012182 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2012378.250000 Penalty: 3085.309814
	Iteration 7Q: 3 clusters Score -2012378 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2012613.250000 Penalty: 3085.309814
	Iteration 8Q: 3 clusters Score -2012613 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2012925.750000 Penalty: 3085.309814
	Iteration 9Q: 3 clusters Score -2012926 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2013330.750000 Penalty: 3085.309814
	Iteration 10F: 3 clusters Score -2013331 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2013812.500000 Penalty: 3085.309814
	Iteration 11F: 3 clusters Score -2013812 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2014297.000000 Penalty: 3085.309814
	Iteration 12F: 3 clusters Score -2014297 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2014744.125000 Penalty: 3085.309814
	Iteration 13Q: 3 clusters Score -2014744 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2015068.000000 Penalty: 3085.309814
	Iteration 14Q: 3 clusters Score -2015068 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2015291.375000 Penalty: 3085.309814
	Iteration 15Q: 3 clusters Score -2015291 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2015441.750000 Penalty: 3085.309814
	Iteration 16Q: 3 clusters Score -2015442 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2015547.250000 Penalty: 3085.309814
	Iteration 17Q: 3 clusters Score -2015547 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2015595.875000 Penalty: 3085.309814
	Iteration 18Q: 3 clusters Score -2015596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2015611.500000 Penalty: 3085.309814
	Iteration 19Q: 3 clusters Score -2015612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2015624.750000 Penalty: 3085.309814
	Iteration 20F: 3 clusters Score -2015625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2015642.000000 Penalty: 3085.309814
	Iteration 21Q: 3 clusters Score -2015642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2015654.000000 Penalty: 3085.309814
	Iteration 22Q: 3 clusters Score -2015654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2015665.125000 Penalty: 3085.309814
	Iteration 23Q: 3 clusters Score -2015665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2015672.000000 Penalty: 3085.309814
	Iteration 24Q: 3 clusters Score -2015672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2015686.750000 Penalty: 3085.309814
	Iteration 25Q: 3 clusters Score -2015687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2015688.125000 Penalty: 3085.309814
	Iteration 26Q: 3 clusters Score -2015688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2015691.625000 Penalty: 3085.309814
	Iteration 27Q: 3 clusters Score -2015692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2015689.875000 Penalty: 3085.309814
	Iteration 28Q: 3 clusters Score -2015690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2015689.875000 Penalty: 3085.309814
	Iteration 29F: 3 clusters Score -2015690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (11841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Entering Unmasked Estep 
Score: -1727371.375000 Penalty: 1524.140015
	Iteration 0F: 2 clusters Score -1727371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1719046.625000 Penalty: 3048.280029
	Iteration 0F: 3 clusters Score -1719047 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1721864.000000 Penalty: 3048.280029
	Iteration 1F: 3 clusters Score -1721864 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1722185.250000 Penalty: 3048.280029
	Iteration 2F: 3 clusters Score -1722185 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1722468.875000 Penalty: 3048.280029
	Iteration 3F: 3 clusters Score -1722469 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1722729.875000 Penalty: 3048.280029
	Iteration 4Q: 3 clusters Score -1722730 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1722986.750000 Penalty: 3048.280029
	Iteration 5Q: 3 clusters Score -1722987 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1723249.125000 Penalty: 3048.280029
	Iteration 6Q: 3 clusters Score -1723249 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1723492.750000 Penalty: 3048.280029
	Iteration 7Q: 3 clusters Score -1723493 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1723721.250000 Penalty: 3048.280029
	Iteration 8Q: 3 clusters Score -1723721 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1723994.000000 Penalty: 3048.280029
	Iteration 9Q: 3 clusters Score -1723994 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1724288.375000 Penalty: 3048.280029
	Iteration 10Q: 3 clusters Score -1724288 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1724625.000000 Penalty: 3048.280029
	Iteration 11Q: 3 clusters Score -1724625 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1724985.125000 Penalty: 3048.280029
	Iteration 12Q: 3 clusters Score -1724985 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1725313.125000 Penalty: 3048.280029
	Iteration 13Q: 3 clusters Score -1725313 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1725643.000000 Penalty: 3048.280029
	Iteration 14Q: 3 clusters Score -1725643 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1725914.375000 Penalty: 3048.280029
	Iteration 15Q: 3 clusters Score -1725914 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1726163.625000 Penalty: 3048.280029
	Iteration 16Q: 3 clusters Score -1726164 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1726386.125000 Penalty: 3048.280029
	Iteration 17Q: 3 clusters Score -1726386 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1726558.500000 Penalty: 3048.280029
	Iteration 18Q: 3 clusters Score -1726558 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1726666.750000 Penalty: 3048.280029
	Iteration 19Q: 3 clusters Score -1726667 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1726713.625000 Penalty: 3048.280029
	Iteration 20F: 3 clusters Score -1726714 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1726730.000000 Penalty: 3048.280029
	Iteration 21Q: 3 clusters Score -1726730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1726738.250000 Penalty: 3048.280029
	Iteration 22Q: 3 clusters Score -1726738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1726741.250000 Penalty: 3048.280029
	Iteration 23Q: 3 clusters Score -1726741 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1726747.500000 Penalty: 3048.280029
	Iteration 24Q: 3 clusters Score -1726748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1726751.125000 Penalty: 3048.280029
	Iteration 25Q: 3 clusters Score -1726751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1726750.000000 Penalty: 3048.280029
	Iteration 26Q: 3 clusters Score -1726750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1726750.500000 Penalty: 3048.280029
	Iteration 27Q: 3 clusters Score -1726750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1726747.875000 Penalty: 3048.280029
	Iteration 28Q: 3 clusters Score -1726748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1726751.500000 Penalty: 3048.280029
	Iteration 29Q: 3 clusters Score -1726752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1726754.000000 Penalty: 3048.280029
	Iteration 30Q: 3 clusters Score -1726754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1726755.750000 Penalty: 3048.280029
	Iteration 31Q: 3 clusters Score -1726756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1726755.250000 Penalty: 3048.280029
	Iteration 32Q: 3 clusters Score -1726755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1726758.875000 Penalty: 3048.280029
	Iteration 33Q: 3 clusters Score -1726759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1726763.250000 Penalty: 3048.280029
	Iteration 34Q: 3 clusters Score -1726763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1726766.875000 Penalty: 3048.280029
	Iteration 35Q: 3 clusters Score -1726767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1726767.125000 Penalty: 3048.280029
	Iteration 36Q: 3 clusters Score -1726767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1726769.250000 Penalty: 3048.280029
	Iteration 37Q: 3 clusters Score -1726769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1726768.500000 Penalty: 3048.280029
	Iteration 38Q: 3 clusters Score -1726768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1726768.875000 Penalty: 3048.280029
	Iteration 39Q: 3 clusters Score -1726769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1726770.375000 Penalty: 3048.280029
	Iteration 40F: 3 clusters Score -1726770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1726769.750000 Penalty: 3048.280029
	Iteration 41Q: 3 clusters Score -1726770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1726768.500000 Penalty: 3048.280029
	Iteration 42Q: 3 clusters Score -1726768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1726768.500000 Penalty: 3048.280029
	Iteration 43F: 3 clusters Score -1726768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -69272.898438 Penalty: 1017.802185
	Iteration 0F: 2 clusters Score -69272.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68236.085938 Penalty: 2035.604370
	Iteration 0F: 3 clusters Score -68236.09 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -68509.500000 Penalty: 2035.604370
	Iteration 1F: 3 clusters Score -68509.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68664.859375 Penalty: 2035.604370
	Iteration 2F: 3 clusters Score -68664.86 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68816.851562 Penalty: 2035.604370
	Iteration 3F: 3 clusters Score -68816.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68875.007812 Penalty: 2035.604370
	Iteration 4Q: 3 clusters Score -68875.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68936.031250 Penalty: 2035.604370
	Iteration 5Q: 3 clusters Score -68936.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68972.500000 Penalty: 2035.604370
	Iteration 6Q: 3 clusters Score -68972.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -68990.296875 Penalty: 2035.604370
	Iteration 7Q: 3 clusters Score -68990.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -68995.992188 Penalty: 2035.604370
	Iteration 8Q: 3 clusters Score -68995.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -69003.859375 Penalty: 2035.604370
	Iteration 9Q: 3 clusters Score -69003.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69025.164062 Penalty: 2035.604370
	Iteration 10Q: 3 clusters Score -69025.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -69026.054688 Penalty: 2035.604370
	Iteration 11Q: 3 clusters Score -69026.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -69026.054688 Penalty: 2035.604370
	Iteration 12F: 3 clusters Score -69026.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (14017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Entering Unmasked Estep 
Score: -2125687.250000 Penalty: 1551.554199
	Iteration 0F: 2 clusters Score -2125687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2116055.500000 Penalty: 3103.108398
	Iteration 0F: 3 clusters Score -2116056 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2119402.500000 Penalty: 3103.108398
	Iteration 1F: 3 clusters Score -2119402 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2119665.250000 Penalty: 3103.108398
	Iteration 2F: 3 clusters Score -2119665 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2119850.500000 Penalty: 3103.108398
	Iteration 3Q: 3 clusters Score -2119850 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2120004.750000 Penalty: 3103.108398
	Iteration 4Q: 3 clusters Score -2120005 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2120125.750000 Penalty: 3103.108398
	Iteration 5Q: 3 clusters Score -2120126 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2120243.250000 Penalty: 3103.108398
	Iteration 6Q: 3 clusters Score -2120243 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2120367.250000 Penalty: 3103.108398
	Iteration 7Q: 3 clusters Score -2120367 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2120511.750000 Penalty: 3103.108398
	Iteration 8Q: 3 clusters Score -2120512 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2120658.000000 Penalty: 3103.108398
	Iteration 9Q: 3 clusters Score -2120658 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2120796.250000 Penalty: 3103.108398
	Iteration 10Q: 3 clusters Score -2120796 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2120945.000000 Penalty: 3103.108398
	Iteration 11Q: 3 clusters Score -2120945 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2121124.750000 Penalty: 3103.108398
	Iteration 12Q: 3 clusters Score -2121125 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2121342.500000 Penalty: 3103.108398
	Iteration 13Q: 3 clusters Score -2121342 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2121603.500000 Penalty: 3103.108398
	Iteration 14Q: 3 clusters Score -2121604 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2121911.500000 Penalty: 3103.108398
	Iteration 15Q: 3 clusters Score -2121912 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2122267.000000 Penalty: 3103.108398
	Iteration 16Q: 3 clusters Score -2122267 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2122620.250000 Penalty: 3103.108398
	Iteration 17Q: 3 clusters Score -2122620 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2122965.500000 Penalty: 3103.108398
	Iteration 18Q: 3 clusters Score -2122966 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2123310.500000 Penalty: 3103.108398
	Iteration 19Q: 3 clusters Score -2123310 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2123589.000000 Penalty: 3103.108398
	Iteration 20F: 3 clusters Score -2123589 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2123786.250000 Penalty: 3103.108398
	Iteration 21Q: 3 clusters Score -2123786 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2123921.250000 Penalty: 3103.108398
	Iteration 22Q: 3 clusters Score -2123921 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2124031.750000 Penalty: 3103.108398
	Iteration 23Q: 3 clusters Score -2124032 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2124094.500000 Penalty: 3103.108398
	Iteration 24Q: 3 clusters Score -2124094 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2124143.250000 Penalty: 3103.108398
	Iteration 25Q: 3 clusters Score -2124143 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2124173.500000 Penalty: 3103.108398
	Iteration 26Q: 3 clusters Score -2124174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2124199.000000 Penalty: 3103.108398
	Iteration 27Q: 3 clusters Score -2124199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2124224.250000 Penalty: 3103.108398
	Iteration 28Q: 3 clusters Score -2124224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2124240.500000 Penalty: 3103.108398
	Iteration 29Q: 3 clusters Score -2124240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2124259.250000 Penalty: 3103.108398
	Iteration 30Q: 3 clusters Score -2124259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2124273.750000 Penalty: 3103.108398
	Iteration 31Q: 3 clusters Score -2124274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2124279.250000 Penalty: 3103.108398
	Iteration 32Q: 3 clusters Score -2124279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2124293.000000 Penalty: 3103.108398
	Iteration 33Q: 3 clusters Score -2124293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2124295.500000 Penalty: 3103.108398
	Iteration 34Q: 3 clusters Score -2124296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2124306.250000 Penalty: 3103.108398
	Iteration 35Q: 3 clusters Score -2124306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2124308.250000 Penalty: 3103.108398
	Iteration 36Q: 3 clusters Score -2124308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2124307.750000 Penalty: 3103.108398
	Iteration 37Q: 3 clusters Score -2124308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2124306.500000 Penalty: 3103.108398
	Iteration 38Q: 3 clusters Score -2124306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2124308.750000 Penalty: 3103.108398
	Iteration 39Q: 3 clusters Score -2124309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2124312.250000 Penalty: 3103.108398
	Iteration 40F: 3 clusters Score -2124312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -211299.437500 Penalty: 1205.356812
	Iteration 0F: 2 clusters Score -211299.4 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 840 members 
Entering Unmasked Estep 
Score: -209493.921875 Penalty: 2410.713623
	Iteration 0F: 3 clusters Score -209493.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -209955.328125 Penalty: 2410.713623
	Iteration 1F: 3 clusters Score -209955.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -210108.812500 Penalty: 2410.713623
	Iteration 2F: 3 clusters Score -210108.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -210205.484375 Penalty: 2410.713623
	Iteration 3F: 3 clusters Score -210205.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -210286.781250 Penalty: 2410.713623
	Iteration 4Q: 3 clusters Score -210286.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -210376.359375 Penalty: 2410.713623
	Iteration 5Q: 3 clusters Score -210376.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -210505.546875 Penalty: 2410.713623
	Iteration 6Q: 3 clusters Score -210505.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -210617.093750 Penalty: 2410.713623
	Iteration 7F: 3 clusters Score -210617.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -210698.859375 Penalty: 2410.713623
	Iteration 8Q: 3 clusters Score -210698.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -210763.343750 Penalty: 2410.713623
	Iteration 9Q: 3 clusters Score -210763.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -210800.656250 Penalty: 2410.713623
	Iteration 10Q: 3 clusters Score -210800.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -210826.984375 Penalty: 2410.713623
	Iteration 11Q: 3 clusters Score -210827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -210843.312500 Penalty: 2410.713623
	Iteration 12Q: 3 clusters Score -210843.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -210849.531250 Penalty: 2410.713623
	Iteration 13Q: 3 clusters Score -210849.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -210854.062500 Penalty: 2410.713623
	Iteration 14Q: 3 clusters Score -210854.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -210858.578125 Penalty: 2410.713623
	Iteration 15Q: 3 clusters Score -210858.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -210861.781250 Penalty: 2410.713623
	Iteration 16Q: 3 clusters Score -210861.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -210863.015625 Penalty: 2410.713623
	Iteration 17Q: 3 clusters Score -210863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -210863.593750 Penalty: 2410.713623
	Iteration 18Q: 3 clusters Score -210863.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -210863.593750 Penalty: 2410.713623
	Iteration 19F: 3 clusters Score -210863.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -99246.804688 Penalty: 1098.567383
	Iteration 0F: 2 clusters Score -99246.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -97907.117188 Penalty: 2197.134766
	Iteration 0F: 3 clusters Score -97907.12 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -98237.492188 Penalty: 2197.134766
	Iteration 1F: 3 clusters Score -98237.49 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -98342.093750 Penalty: 2197.134766
	Iteration 2F: 3 clusters Score -98342.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -98399.460938 Penalty: 2197.134766
	Iteration 3Q: 3 clusters Score -98399.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -98441.351562 Penalty: 2197.134766
	Iteration 4Q: 3 clusters Score -98441.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -98475.289062 Penalty: 2197.134766
	Iteration 5Q: 3 clusters Score -98475.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -98492.687500 Penalty: 2197.134766
	Iteration 6Q: 3 clusters Score -98492.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -98503.156250 Penalty: 2197.134766
	Iteration 7Q: 3 clusters Score -98503.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -98519.484375 Penalty: 2197.134766
	Iteration 8Q: 3 clusters Score -98519.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -98532.984375 Penalty: 2197.134766
	Iteration 9Q: 3 clusters Score -98532.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -98547.757812 Penalty: 2197.134766
	Iteration 10Q: 3 clusters Score -98547.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -98557.898438 Penalty: 2197.134766
	Iteration 11Q: 3 clusters Score -98557.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -98564.398438 Penalty: 2197.134766
	Iteration 12Q: 3 clusters Score -98564.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -98568.367188 Penalty: 2197.134766
	Iteration 13Q: 3 clusters Score -98568.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -98572.406250 Penalty: 2197.134766
	Iteration 14Q: 3 clusters Score -98572.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -98580.343750 Penalty: 2197.134766
	Iteration 15Q: 3 clusters Score -98580.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -98591.203125 Penalty: 2197.134766
	Iteration 16Q: 3 clusters Score -98591.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -98600.406250 Penalty: 2197.134766
	Iteration 17Q: 3 clusters Score -98600.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -98608.679688 Penalty: 2197.134766
	Iteration 18Q: 3 clusters Score -98608.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -98614.390625 Penalty: 2197.134766
	Iteration 19Q: 3 clusters Score -98614.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -98614.390625 Penalty: 2197.134766
	Iteration 20F: 3 clusters Score -98614.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (6694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Entering Unmasked Estep 
Score: -969899.000000 Penalty: 1431.457031
	Iteration 0F: 2 clusters Score -969899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -964970.250000 Penalty: 2862.914062
	Iteration 0F: 3 clusters Score -964970.2 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -966423.000000 Penalty: 2862.914062
	Iteration 1F: 3 clusters Score -966423 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -966620.312500 Penalty: 2862.914062
	Iteration 2F: 3 clusters Score -966620.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -966758.187500 Penalty: 2862.914062
	Iteration 3F: 3 clusters Score -966758.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -966850.187500 Penalty: 2862.914062
	Iteration 4Q: 3 clusters Score -966850.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -966938.187500 Penalty: 2862.914062
	Iteration 5Q: 3 clusters Score -966938.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -967016.375000 Penalty: 2862.914062
	Iteration 6Q: 3 clusters Score -967016.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -967093.500000 Penalty: 2862.914062
	Iteration 7Q: 3 clusters Score -967093.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -967191.562500 Penalty: 2862.914062
	Iteration 8Q: 3 clusters Score -967191.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -967297.375000 Penalty: 2862.914062
	Iteration 9Q: 3 clusters Score -967297.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -967390.875000 Penalty: 2862.914062
	Iteration 10Q: 3 clusters Score -967390.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -967494.500000 Penalty: 2862.914062
	Iteration 11Q: 3 clusters Score -967494.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -967589.000000 Penalty: 2862.914062
	Iteration 12Q: 3 clusters Score -967589 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -967687.625000 Penalty: 2862.914062
	Iteration 13Q: 3 clusters Score -967687.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -967790.437500 Penalty: 2862.914062
	Iteration 14Q: 3 clusters Score -967790.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -967889.812500 Penalty: 2862.914062
	Iteration 15Q: 3 clusters Score -967889.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -967997.875000 Penalty: 2862.914062
	Iteration 16Q: 3 clusters Score -967997.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -968083.312500 Penalty: 2862.914062
	Iteration 17Q: 3 clusters Score -968083.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -968155.312500 Penalty: 2862.914062
	Iteration 18Q: 3 clusters Score -968155.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -968219.250000 Penalty: 2862.914062
	Iteration 19Q: 3 clusters Score -968219.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -968277.812500 Penalty: 2862.914062
	Iteration 20F: 3 clusters Score -968277.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -968328.187500 Penalty: 2862.914062
	Iteration 21Q: 3 clusters Score -968328.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -968379.187500 Penalty: 2862.914062
	Iteration 22Q: 3 clusters Score -968379.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -968421.937500 Penalty: 2862.914062
	Iteration 23Q: 3 clusters Score -968421.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -968465.625000 Penalty: 2862.914062
	Iteration 24Q: 3 clusters Score -968465.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -968494.000000 Penalty: 2862.914062
	Iteration 25Q: 3 clusters Score -968494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -968514.750000 Penalty: 2862.914062
	Iteration 26Q: 3 clusters Score -968514.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -968540.375000 Penalty: 2862.914062
	Iteration 27Q: 3 clusters Score -968540.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -968561.562500 Penalty: 2862.914062
	Iteration 28Q: 3 clusters Score -968561.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -968583.937500 Penalty: 2862.914062
	Iteration 29Q: 3 clusters Score -968583.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -968606.937500 Penalty: 2862.914062
	Iteration 30Q: 3 clusters Score -968606.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -968622.437500 Penalty: 2862.914062
	Iteration 31Q: 3 clusters Score -968622.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -968635.250000 Penalty: 2862.914062
	Iteration 32Q: 3 clusters Score -968635.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -968646.000000 Penalty: 2862.914062
	Iteration 33Q: 3 clusters Score -968646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -968660.500000 Penalty: 2862.914062
	Iteration 34Q: 3 clusters Score -968660.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -968670.000000 Penalty: 2862.914062
	Iteration 35Q: 3 clusters Score -968670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -968675.937500 Penalty: 2862.914062
	Iteration 36Q: 3 clusters Score -968675.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -968682.625000 Penalty: 2862.914062
	Iteration 37Q: 3 clusters Score -968682.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -968683.125000 Penalty: 2862.914062
	Iteration 38Q: 3 clusters Score -968683.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -968683.625000 Penalty: 2862.914062
	Iteration 39Q: 3 clusters Score -968683.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -968684.937500 Penalty: 2862.914062
	Iteration 40F: 3 clusters Score -968684.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (19011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Entering Unmasked Estep 
Score: -2893950.250000 Penalty: 1601.075562
	Iteration 0F: 2 clusters Score -2893950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2882137.750000 Penalty: 3202.151123
	Iteration 0F: 3 clusters Score -2882138 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2886801.000000 Penalty: 3202.151123
	Iteration 1F: 3 clusters Score -2886801 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2887228.500000 Penalty: 3202.151123
	Iteration 2F: 3 clusters Score -2887228 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2887667.250000 Penalty: 3202.151123
	Iteration 3F: 3 clusters Score -2887667 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2888113.750000 Penalty: 3202.151123
	Iteration 4F: 3 clusters Score -2888114 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2888592.750000 Penalty: 3202.151123
	Iteration 5F: 3 clusters Score -2888593 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2889077.250000 Penalty: 3202.151123
	Iteration 6F: 3 clusters Score -2889077 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2889496.750000 Penalty: 3202.151123
	Iteration 7Q: 3 clusters Score -2889497 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2889954.500000 Penalty: 3202.151123
	Iteration 8Q: 3 clusters Score -2889954 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2890468.000000 Penalty: 3202.151123
	Iteration 9Q: 3 clusters Score -2890468 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2890957.500000 Penalty: 3202.151123
	Iteration 10Q: 3 clusters Score -2890958 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2891428.250000 Penalty: 3202.151123
	Iteration 11Q: 3 clusters Score -2891428 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2891830.500000 Penalty: 3202.151123
	Iteration 12Q: 3 clusters Score -2891830 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2892141.000000 Penalty: 3202.151123
	Iteration 13Q: 3 clusters Score -2892141 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2892331.000000 Penalty: 3202.151123
	Iteration 14Q: 3 clusters Score -2892331 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2892457.000000 Penalty: 3202.151123
	Iteration 15Q: 3 clusters Score -2892457 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2892562.750000 Penalty: 3202.151123
	Iteration 16Q: 3 clusters Score -2892563 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2892616.750000 Penalty: 3202.151123
	Iteration 17Q: 3 clusters Score -2892617 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2892639.500000 Penalty: 3202.151123
	Iteration 18Q: 3 clusters Score -2892640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2892647.500000 Penalty: 3202.151123
	Iteration 19Q: 3 clusters Score -2892648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2892665.750000 Penalty: 3202.151123
	Iteration 20F: 3 clusters Score -2892666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2892685.750000 Penalty: 3202.151123
	Iteration 21Q: 3 clusters Score -2892686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2892691.250000 Penalty: 3202.151123
	Iteration 22Q: 3 clusters Score -2892691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2892694.750000 Penalty: 3202.151123
	Iteration 23Q: 3 clusters Score -2892695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2892701.750000 Penalty: 3202.151123
	Iteration 24Q: 3 clusters Score -2892702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2892707.750000 Penalty: 3202.151123
	Iteration 25Q: 3 clusters Score -2892708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2892708.250000 Penalty: 3202.151123
	Iteration 26Q: 3 clusters Score -2892708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2892707.500000 Penalty: 3202.151123
	Iteration 27Q: 3 clusters Score -2892708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2892707.250000 Penalty: 3202.151123
	Iteration 28Q: 3 clusters Score -2892707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2892710.500000 Penalty: 3202.151123
	Iteration 29Q: 3 clusters Score -2892710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2892714.250000 Penalty: 3202.151123
	Iteration 30Q: 3 clusters Score -2892714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2892716.250000 Penalty: 3202.151123
	Iteration 31Q: 3 clusters Score -2892716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2892716.250000 Penalty: 3202.151123
	Iteration 32F: 3 clusters Score -2892716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (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: -230706.250000 Penalty: 1211.203735
	Iteration 0F: 2 clusters Score -230706.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -228805.734375 Penalty: 2422.407471
	Iteration 0F: 3 clusters Score -228805.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -229261.796875 Penalty: 2422.407471
	Iteration 1F: 3 clusters Score -229261.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -229416.640625 Penalty: 2422.407471
	Iteration 2F: 3 clusters Score -229416.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -229546.218750 Penalty: 2422.407471
	Iteration 3F: 3 clusters Score -229546.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -229654.000000 Penalty: 2422.407471
	Iteration 4F: 3 clusters Score -229654 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -229782.031250 Penalty: 2422.407471
	Iteration 5F: 3 clusters Score -229782 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -229875.640625 Penalty: 2422.407471
	Iteration 6Q: 3 clusters Score -229875.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -229959.156250 Penalty: 2422.407471
	Iteration 7Q: 3 clusters Score -229959.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -230037.875000 Penalty: 2422.407471
	Iteration 8Q: 3 clusters Score -230037.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -230113.125000 Penalty: 2422.407471
	Iteration 9Q: 3 clusters Score -230113.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -230179.328125 Penalty: 2422.407471
	Iteration 10Q: 3 clusters Score -230179.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -230224.187500 Penalty: 2422.407471
	Iteration 11Q: 3 clusters Score -230224.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -230260.562500 Penalty: 2422.407471
	Iteration 12Q: 3 clusters Score -230260.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -230289.046875 Penalty: 2422.407471
	Iteration 13Q: 3 clusters Score -230289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -230309.687500 Penalty: 2422.407471
	Iteration 14Q: 3 clusters Score -230309.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -230324.031250 Penalty: 2422.407471
	Iteration 15Q: 3 clusters Score -230324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -230336.437500 Penalty: 2422.407471
	Iteration 16Q: 3 clusters Score -230336.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -230339.703125 Penalty: 2422.407471
	Iteration 17Q: 3 clusters Score -230339.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -230340.921875 Penalty: 2422.407471
	Iteration 18Q: 3 clusters Score -230340.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -230341.796875 Penalty: 2422.407471
	Iteration 19Q: 3 clusters Score -230341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -230341.953125 Penalty: 2422.407471
	Iteration 20F: 3 clusters Score -230342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -230342.390625 Penalty: 2422.407471
	Iteration 21Q: 3 clusters Score -230342.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -230342.390625 Penalty: 2422.407471
	Iteration 22F: 3 clusters Score -230342.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (4456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Entering Unmasked Estep 
Score: -588461.500000 Penalty: 1365.326172
	Iteration 0F: 2 clusters Score -588461.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -584779.250000 Penalty: 2730.652344
	Iteration 0F: 3 clusters Score -584779.2 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -585804.875000 Penalty: 2730.652344
	Iteration 1F: 3 clusters Score -585804.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -585974.687500 Penalty: 2730.652344
	Iteration 2F: 3 clusters Score -585974.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -586097.312500 Penalty: 2730.652344
	Iteration 3F: 3 clusters Score -586097.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -586180.312500 Penalty: 2730.652344
	Iteration 4Q: 3 clusters Score -586180.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -586253.750000 Penalty: 2730.652344
	Iteration 5Q: 3 clusters Score -586253.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -586312.562500 Penalty: 2730.652344
	Iteration 6Q: 3 clusters Score -586312.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -586373.125000 Penalty: 2730.652344
	Iteration 7Q: 3 clusters Score -586373.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -586431.000000 Penalty: 2730.652344
	Iteration 8Q: 3 clusters Score -586431 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -586483.875000 Penalty: 2730.652344
	Iteration 9Q: 3 clusters Score -586483.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -586531.937500 Penalty: 2730.652344
	Iteration 10Q: 3 clusters Score -586531.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -586574.562500 Penalty: 2730.652344
	Iteration 11Q: 3 clusters Score -586574.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -586624.062500 Penalty: 2730.652344
	Iteration 12Q: 3 clusters Score -586624.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -586693.375000 Penalty: 2730.652344
	Iteration 13Q: 3 clusters Score -586693.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -586768.125000 Penalty: 2730.652344
	Iteration 14Q: 3 clusters Score -586768.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -586837.062500 Penalty: 2730.652344
	Iteration 15Q: 3 clusters Score -586837.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -586914.625000 Penalty: 2730.652344
	Iteration 16Q: 3 clusters Score -586914.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -587004.250000 Penalty: 2730.652344
	Iteration 17Q: 3 clusters Score -587004.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -587075.812500 Penalty: 2730.652344
	Iteration 18Q: 3 clusters Score -587075.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -587139.750000 Penalty: 2730.652344
	Iteration 19Q: 3 clusters Score -587139.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -587207.937500 Penalty: 2730.652344
	Iteration 20F: 3 clusters Score -587207.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -587256.812500 Penalty: 2730.652344
	Iteration 21Q: 3 clusters Score -587256.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -587295.937500 Penalty: 2730.652344
	Iteration 22Q: 3 clusters Score -587295.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -587331.312500 Penalty: 2730.652344
	Iteration 23Q: 3 clusters Score -587331.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -587360.187500 Penalty: 2730.652344
	Iteration 24Q: 3 clusters Score -587360.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -587398.250000 Penalty: 2730.652344
	Iteration 25Q: 3 clusters Score -587398.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -587435.000000 Penalty: 2730.652344
	Iteration 26Q: 3 clusters Score -587435 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -587458.500000 Penalty: 2730.652344
	Iteration 27Q: 3 clusters Score -587458.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -587475.312500 Penalty: 2730.652344
	Iteration 28Q: 3 clusters Score -587475.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -587488.750000 Penalty: 2730.652344
	Iteration 29Q: 3 clusters Score -587488.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -587503.312500 Penalty: 2730.652344
	Iteration 30Q: 3 clusters Score -587503.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -587514.500000 Penalty: 2730.652344
	Iteration 31Q: 3 clusters Score -587514.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -587526.250000 Penalty: 2730.652344
	Iteration 32Q: 3 clusters Score -587526.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -587538.062500 Penalty: 2730.652344
	Iteration 33Q: 3 clusters Score -587538.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -587549.375000 Penalty: 2730.652344
	Iteration 34Q: 3 clusters Score -587549.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -587554.750000 Penalty: 2730.652344
	Iteration 35Q: 3 clusters Score -587554.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -587559.437500 Penalty: 2730.652344
	Iteration 36Q: 3 clusters Score -587559.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -587562.562500 Penalty: 2730.652344
	Iteration 37Q: 3 clusters Score -587562.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -587563.625000 Penalty: 2730.652344
	Iteration 38Q: 3 clusters Score -587563.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -587564.437500 Penalty: 2730.652344
	Iteration 39Q: 3 clusters Score -587564.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -587567.437500 Penalty: 2730.652344
	Iteration 40F: 3 clusters Score -587567.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -587567.812500 Penalty: 2730.652344
	Iteration 41Q: 3 clusters Score -587567.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -587569.250000 Penalty: 2730.652344
	Iteration 42Q: 3 clusters Score -587569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -587569.750000 Penalty: 2730.652344
	Iteration 43Q: 3 clusters Score -587569.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -587569.500000 Penalty: 2730.652344
	Iteration 44Q: 3 clusters Score -587569.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -587570.500000 Penalty: 2730.652344
	Iteration 45Q: 3 clusters Score -587570.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -587570.500000 Penalty: 2730.652344
	Iteration 46F: 3 clusters Score -587570.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (13729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Entering Unmasked Estep 
Score: -2076825.375000 Penalty: 1548.180664
	Iteration 0F: 2 clusters Score -2076825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2067366.750000 Penalty: 3096.361328
	Iteration 0F: 3 clusters Score -2067367 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2070645.500000 Penalty: 3096.361328
	Iteration 1F: 3 clusters Score -2070646 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2070943.375000 Penalty: 3096.361328
	Iteration 2F: 3 clusters Score -2070943 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2071218.750000 Penalty: 3096.361328
	Iteration 3F: 3 clusters Score -2071219 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2071469.250000 Penalty: 3096.361328
	Iteration 4Q: 3 clusters Score -2071469 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2071723.875000 Penalty: 3096.361328
	Iteration 5Q: 3 clusters Score -2071724 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2071970.375000 Penalty: 3096.361328
	Iteration 6Q: 3 clusters Score -2071970 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2072258.250000 Penalty: 3096.361328
	Iteration 7Q: 3 clusters Score -2072258 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2072615.125000 Penalty: 3096.361328
	Iteration 8Q: 3 clusters Score -2072615 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2072991.625000 Penalty: 3096.361328
	Iteration 9Q: 3 clusters Score -2072992 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2073347.750000 Penalty: 3096.361328
	Iteration 10Q: 3 clusters Score -2073348 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2073652.750000 Penalty: 3096.361328
	Iteration 11Q: 3 clusters Score -2073653 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2073916.125000 Penalty: 3096.361328
	Iteration 12Q: 3 clusters Score -2073916 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2074147.500000 Penalty: 3096.361328
	Iteration 13Q: 3 clusters Score -2074148 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2074389.250000 Penalty: 3096.361328
	Iteration 14Q: 3 clusters Score -2074389 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2074601.250000 Penalty: 3096.361328
	Iteration 15Q: 3 clusters Score -2074601 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2074777.000000 Penalty: 3096.361328
	Iteration 16Q: 3 clusters Score -2074777 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2074958.000000 Penalty: 3096.361328
	Iteration 17Q: 3 clusters Score -2074958 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2075142.500000 Penalty: 3096.361328
	Iteration 18Q: 3 clusters Score -2075142 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2075253.250000 Penalty: 3096.361328
	Iteration 19Q: 3 clusters Score -2075253 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2075328.375000 Penalty: 3096.361328
	Iteration 20F: 3 clusters Score -2075328 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2075393.750000 Penalty: 3096.361328
	Iteration 21Q: 3 clusters Score -2075394 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2075447.375000 Penalty: 3096.361328
	Iteration 22Q: 3 clusters Score -2075447 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2075470.875000 Penalty: 3096.361328
	Iteration 23Q: 3 clusters Score -2075471 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2075497.250000 Penalty: 3096.361328
	Iteration 24Q: 3 clusters Score -2075497 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2075519.125000 Penalty: 3096.361328
	Iteration 25Q: 3 clusters Score -2075519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2075531.000000 Penalty: 3096.361328
	Iteration 26Q: 3 clusters Score -2075531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2075536.875000 Penalty: 3096.361328
	Iteration 27Q: 3 clusters Score -2075537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2075548.250000 Penalty: 3096.361328
	Iteration 28Q: 3 clusters Score -2075548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2075558.125000 Penalty: 3096.361328
	Iteration 29Q: 3 clusters Score -2075558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2075567.375000 Penalty: 3096.361328
	Iteration 30Q: 3 clusters Score -2075567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2075577.750000 Penalty: 3096.361328
	Iteration 31Q: 3 clusters Score -2075578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2075582.750000 Penalty: 3096.361328
	Iteration 32Q: 3 clusters Score -2075583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2075587.125000 Penalty: 3096.361328
	Iteration 33Q: 3 clusters Score -2075587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2075590.500000 Penalty: 3096.361328
	Iteration 34Q: 3 clusters Score -2075590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2075592.750000 Penalty: 3096.361328
	Iteration 35Q: 3 clusters Score -2075593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2075598.000000 Penalty: 3096.361328
	Iteration 36Q: 3 clusters Score -2075598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2075602.250000 Penalty: 3096.361328
	Iteration 37Q: 3 clusters Score -2075602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2075602.250000 Penalty: 3096.361328
	Iteration 38F: 3 clusters Score -2075602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -191005.734375 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -191005.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -189194.500000 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -189194.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -189581.765625 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -189581.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -189723.234375 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -189723.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -189812.625000 Penalty: 2388.081787
	Iteration 3F: 3 clusters Score -189812.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -189919.718750 Penalty: 2388.081787
	Iteration 4F: 3 clusters Score -189919.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -190039.968750 Penalty: 2388.081787
	Iteration 5F: 3 clusters Score -190040 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -190136.375000 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -190136.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -190216.046875 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -190216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -190252.312500 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -190252.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -190277.000000 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -190277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -190298.375000 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -190298.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -190315.281250 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -190315.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -190322.484375 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -190322.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -190329.093750 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -190329.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -190333.453125 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -190333.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -190338.203125 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -190338.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -190343.203125 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -190343.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -190346.015625 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -190346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -190348.093750 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -190348.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -190349.546875 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -190349.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -190351.453125 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -190351.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -190353.281250 Penalty: 2388.081787
	Iteration 21Q: 3 clusters Score -190353.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -190354.921875 Penalty: 2388.081787
	Iteration 22Q: 3 clusters Score -190354.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -190358.203125 Penalty: 2388.081787
	Iteration 23Q: 3 clusters Score -190358.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -190358.500000 Penalty: 2388.081787
	Iteration 24Q: 3 clusters Score -190358.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -190358.953125 Penalty: 2388.081787
	Iteration 25Q: 3 clusters Score -190359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -190360.671875 Penalty: 2388.081787
	Iteration 26Q: 3 clusters Score -190360.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -190363.734375 Penalty: 2388.081787
	Iteration 27Q: 3 clusters Score -190363.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -190367.515625 Penalty: 2388.081787
	Iteration 28Q: 3 clusters Score -190367.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -190369.734375 Penalty: 2388.081787
	Iteration 29Q: 3 clusters Score -190369.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -190374.062500 Penalty: 2388.081787
	Iteration 30Q: 3 clusters Score -190374.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -190376.781250 Penalty: 2388.081787
	Iteration 31Q: 3 clusters Score -190376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -190377.843750 Penalty: 2388.081787
	Iteration 32Q: 3 clusters Score -190377.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -190379.531250 Penalty: 2388.081787
	Iteration 33Q: 3 clusters Score -190379.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -190381.234375 Penalty: 2388.081787
	Iteration 34Q: 3 clusters Score -190381.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -190381.812500 Penalty: 2388.081787
	Iteration 35Q: 3 clusters Score -190381.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -190381.812500 Penalty: 2388.081787
	Iteration 36F: 3 clusters Score -190381.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Entering Unmasked Estep 
Score: -315830.437500 Penalty: 1256.296143
	Iteration 0F: 2 clusters Score -315830.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -313591.281250 Penalty: 2512.592285
	Iteration 0F: 3 clusters Score -313591.3 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -314157.968750 Penalty: 2512.592285
	Iteration 1F: 3 clusters Score -314158 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -314319.593750 Penalty: 2512.592285
	Iteration 2F: 3 clusters Score -314319.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -314451.312500 Penalty: 2512.592285
	Iteration 3F: 3 clusters Score -314451.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -314576.906250 Penalty: 2512.592285
	Iteration 4F: 3 clusters Score -314576.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -314674.187500 Penalty: 2512.592285
	Iteration 5Q: 3 clusters Score -314674.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -314741.812500 Penalty: 2512.592285
	Iteration 6Q: 3 clusters Score -314741.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -314802.531250 Penalty: 2512.592285
	Iteration 7Q: 3 clusters Score -314802.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -314851.156250 Penalty: 2512.592285
	Iteration 8Q: 3 clusters Score -314851.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -314877.906250 Penalty: 2512.592285
	Iteration 9Q: 3 clusters Score -314877.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -314896.562500 Penalty: 2512.592285
	Iteration 10Q: 3 clusters Score -314896.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -314915.562500 Penalty: 2512.592285
	Iteration 11Q: 3 clusters Score -314915.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -314929.093750 Penalty: 2512.592285
	Iteration 12Q: 3 clusters Score -314929.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -314942.062500 Penalty: 2512.592285
	Iteration 13Q: 3 clusters Score -314942.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -314955.187500 Penalty: 2512.592285
	Iteration 14Q: 3 clusters Score -314955.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -314969.718750 Penalty: 2512.592285
	Iteration 15Q: 3 clusters Score -314969.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -314984.625000 Penalty: 2512.592285
	Iteration 16Q: 3 clusters Score -314984.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -315002.937500 Penalty: 2512.592285
	Iteration 17Q: 3 clusters Score -315002.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -315023.312500 Penalty: 2512.592285
	Iteration 18Q: 3 clusters Score -315023.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -315041.187500 Penalty: 2512.592285
	Iteration 19Q: 3 clusters Score -315041.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -315060.468750 Penalty: 2512.592285
	Iteration 20F: 3 clusters Score -315060.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -315071.218750 Penalty: 2512.592285
	Iteration 21Q: 3 clusters Score -315071.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -315080.531250 Penalty: 2512.592285
	Iteration 22Q: 3 clusters Score -315080.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -315092.562500 Penalty: 2512.592285
	Iteration 23Q: 3 clusters Score -315092.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -315097.125000 Penalty: 2512.592285
	Iteration 24Q: 3 clusters Score -315097.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -315100.875000 Penalty: 2512.592285
	Iteration 25Q: 3 clusters Score -315100.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -315105.625000 Penalty: 2512.592285
	Iteration 26Q: 3 clusters Score -315105.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -315107.718750 Penalty: 2512.592285
	Iteration 27Q: 3 clusters Score -315107.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -315110.656250 Penalty: 2512.592285
	Iteration 28Q: 3 clusters Score -315110.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -315114.750000 Penalty: 2512.592285
	Iteration 29Q: 3 clusters Score -315114.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -315121.468750 Penalty: 2512.592285
	Iteration 30Q: 3 clusters Score -315121.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -315124.750000 Penalty: 2512.592285
	Iteration 31Q: 3 clusters Score -315124.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -315127.062500 Penalty: 2512.592285
	Iteration 32Q: 3 clusters Score -315127.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -315130.437500 Penalty: 2512.592285
	Iteration 33Q: 3 clusters Score -315130.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -315133.218750 Penalty: 2512.592285
	Iteration 34Q: 3 clusters Score -315133.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -315134.750000 Penalty: 2512.592285
	Iteration 35Q: 3 clusters Score -315134.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -315136.781250 Penalty: 2512.592285
	Iteration 36Q: 3 clusters Score -315136.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -315138.375000 Penalty: 2512.592285
	Iteration 37Q: 3 clusters Score -315138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -315138.156250 Penalty: 2512.592285
	Iteration 38Q: 3 clusters Score -315138.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -315138.906250 Penalty: 2512.592285
	Iteration 39Q: 3 clusters Score -315138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -315138.906250 Penalty: 2512.592285
	Iteration 40F: 3 clusters Score -315138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -315139.625000 Penalty: 2512.592285
	Iteration 41Q: 3 clusters Score -315139.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -315139.625000 Penalty: 2512.592285
	Iteration 42F: 3 clusters Score -315139.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -93972.898438 Penalty: 1087.665039
	Iteration 0F: 2 clusters Score -93972.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -92711.453125 Penalty: 2175.330078
	Iteration 0F: 3 clusters Score -92711.45 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -93048.687500 Penalty: 2175.330078
	Iteration 1F: 3 clusters Score -93048.69 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -93198.328125 Penalty: 2175.330078
	Iteration 2F: 3 clusters Score -93198.33 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -93283.796875 Penalty: 2175.330078
	Iteration 3F: 3 clusters Score -93283.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -93357.398438 Penalty: 2175.330078
	Iteration 4Q: 3 clusters Score -93357.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -93415.039062 Penalty: 2175.330078
	Iteration 5Q: 3 clusters Score -93415.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -93441.765625 Penalty: 2175.330078
	Iteration 6Q: 3 clusters Score -93441.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -93473.437500 Penalty: 2175.330078
	Iteration 7Q: 3 clusters Score -93473.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -93495.960938 Penalty: 2175.330078
	Iteration 8Q: 3 clusters Score -93495.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -93518.695312 Penalty: 2175.330078
	Iteration 9Q: 3 clusters Score -93518.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -93532.218750 Penalty: 2175.330078
	Iteration 10Q: 3 clusters Score -93532.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -93544.312500 Penalty: 2175.330078
	Iteration 11Q: 3 clusters Score -93544.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -93555.515625 Penalty: 2175.330078
	Iteration 12Q: 3 clusters Score -93555.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -93556.117188 Penalty: 2175.330078
	Iteration 13Q: 3 clusters Score -93556.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -93558.078125 Penalty: 2175.330078
	Iteration 14Q: 3 clusters Score -93558.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -93561.695312 Penalty: 2175.330078
	Iteration 15Q: 3 clusters Score -93561.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -93572.140625 Penalty: 2175.330078
	Iteration 16Q: 3 clusters Score -93572.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -93588.398438 Penalty: 2175.330078
	Iteration 17Q: 3 clusters Score -93588.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -93606.414062 Penalty: 2175.330078
	Iteration 18Q: 3 clusters Score -93606.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -93615.085938 Penalty: 2175.330078
	Iteration 19Q: 3 clusters Score -93615.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93622.507812 Penalty: 2175.330078
	Iteration 20F: 3 clusters Score -93622.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -93661.976562 Penalty: 2175.330078
	Iteration 21Q: 3 clusters Score -93661.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -93693.437500 Penalty: 2175.330078
	Iteration 22Q: 3 clusters Score -93693.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -93720.414062 Penalty: 2175.330078
	Iteration 23Q: 3 clusters Score -93720.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -93761.210938 Penalty: 2175.330078
	Iteration 24Q: 3 clusters Score -93761.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -93829.695312 Penalty: 2175.330078
	Iteration 25Q: 3 clusters Score -93829.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -93919.000000 Penalty: 2175.330078
	Iteration 26Q: 3 clusters Score -93919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -93999.554688 Penalty: 2175.330078
	Iteration 27Q: 3 clusters Score -93999.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -94032.890625 Penalty: 2175.330078
	Iteration 28Q: 3 clusters Score -94032.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -94052.671875 Penalty: 2175.330078
	Iteration 29Q: 3 clusters Score -94052.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -94063.414062 Penalty: 2175.330078
	Iteration 30Q: 3 clusters Score -94063.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -94083.765625 Penalty: 2175.330078
	Iteration 31Q: 3 clusters Score -94083.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -94094.343750 Penalty: 2175.330078
	Iteration 32Q: 3 clusters Score -94094.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -94096.062500 Penalty: 2175.330078
	Iteration 33Q: 3 clusters Score -94096.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -94100.453125 Penalty: 2175.330078
	Iteration 34F: 3 clusters Score -94100.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -94108.468750 Penalty: 2175.330078
	Iteration 35Q: 3 clusters Score -94108.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94113.195312 Penalty: 2175.330078
	Iteration 36Q: 3 clusters Score -94113.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -94123.976562 Penalty: 2175.330078
	Iteration 37Q: 3 clusters Score -94123.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -94130.882812 Penalty: 2175.330078
	Iteration 38Q: 3 clusters Score -94130.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -94134.523438 Penalty: 2175.330078
	Iteration 39Q: 3 clusters Score -94134.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -94140.406250 Penalty: 2175.330078
	Iteration 40F: 3 clusters Score -94140.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -94145.359375 Penalty: 2175.330078
	Iteration 41Q: 3 clusters Score -94145.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -94153.406250 Penalty: 2175.330078
	Iteration 42Q: 3 clusters Score -94153.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -94158.023438 Penalty: 2175.330078
	Iteration 43Q: 3 clusters Score -94158.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -94161.234375 Penalty: 2175.330078
	Iteration 44Q: 3 clusters Score -94161.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -94161.234375 Penalty: 2175.330078
	Iteration 45F: 3 clusters Score -94161.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8280 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25977 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13641 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6731 members 
Mstep: Class 37 contains 9629 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4983 members 
Mstep: Class 45 contains 14785 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20478 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13729 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 408 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21586 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19694 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13225 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19136 members 
Mstep: Class 86 contains 399 members 
Entering Unmasked Estep 
Score: -85931888.000000 Penalty: 185964.312500
Splitting cluster 68 changes total score from -85932688.000000 to -85931888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (8762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Entering Unmasked Estep 
Score: -1330419.500000 Penalty: 1475.204102
	Iteration 0F: 2 clusters Score -1330420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1324155.000000 Penalty: 2950.408203
	Iteration 0F: 3 clusters Score -1324155 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1326056.875000 Penalty: 2950.408203
	Iteration 1F: 3 clusters Score -1326057 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1326272.250000 Penalty: 2950.408203
	Iteration 2F: 3 clusters Score -1326272 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1326439.125000 Penalty: 2950.408203
	Iteration 3Q: 3 clusters Score -1326439 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1326574.125000 Penalty: 2950.408203
	Iteration 4Q: 3 clusters Score -1326574 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1326696.375000 Penalty: 2950.408203
	Iteration 5Q: 3 clusters Score -1326696 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1326799.000000 Penalty: 2950.408203
	Iteration 6Q: 3 clusters Score -1326799 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1326900.750000 Penalty: 2950.408203
	Iteration 7Q: 3 clusters Score -1326901 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1326992.375000 Penalty: 2950.408203
	Iteration 8Q: 3 clusters Score -1326992 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1327089.500000 Penalty: 2950.408203
	Iteration 9Q: 3 clusters Score -1327090 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1327202.625000 Penalty: 2950.408203
	Iteration 10Q: 3 clusters Score -1327203 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1327346.500000 Penalty: 2950.408203
	Iteration 11Q: 3 clusters Score -1327346 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1327549.000000 Penalty: 2950.408203
	Iteration 12Q: 3 clusters Score -1327549 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1327809.875000 Penalty: 2950.408203
	Iteration 13Q: 3 clusters Score -1327810 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1328074.625000 Penalty: 2950.408203
	Iteration 14Q: 3 clusters Score -1328075 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1328315.500000 Penalty: 2950.408203
	Iteration 15Q: 3 clusters Score -1328316 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1328494.500000 Penalty: 2950.408203
	Iteration 16Q: 3 clusters Score -1328494 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1328636.375000 Penalty: 2950.408203
	Iteration 17Q: 3 clusters Score -1328636 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1328770.000000 Penalty: 2950.408203
	Iteration 18Q: 3 clusters Score -1328770 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1328888.250000 Penalty: 2950.408203
	Iteration 19Q: 3 clusters Score -1328888 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1328977.750000 Penalty: 2950.408203
	Iteration 20F: 3 clusters Score -1328978 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1329020.500000 Penalty: 2950.408203
	Iteration 21Q: 3 clusters Score -1329020 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1329067.875000 Penalty: 2950.408203
	Iteration 22Q: 3 clusters Score -1329068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1329089.125000 Penalty: 2950.408203
	Iteration 23Q: 3 clusters Score -1329089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1329105.125000 Penalty: 2950.408203
	Iteration 24Q: 3 clusters Score -1329105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1329115.750000 Penalty: 2950.408203
	Iteration 25Q: 3 clusters Score -1329116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1329136.125000 Penalty: 2950.408203
	Iteration 26Q: 3 clusters Score -1329136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1329148.000000 Penalty: 2950.408203
	Iteration 27Q: 3 clusters Score -1329148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1329158.250000 Penalty: 2950.408203
	Iteration 28Q: 3 clusters Score -1329158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1329167.125000 Penalty: 2950.408203
	Iteration 29Q: 3 clusters Score -1329167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1329178.375000 Penalty: 2950.408203
	Iteration 30Q: 3 clusters Score -1329178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1329183.250000 Penalty: 2950.408203
	Iteration 31Q: 3 clusters Score -1329183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1329189.500000 Penalty: 2950.408203
	Iteration 32Q: 3 clusters Score -1329190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1329197.625000 Penalty: 2950.408203
	Iteration 33Q: 3 clusters Score -1329198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1329199.625000 Penalty: 2950.408203
	Iteration 34Q: 3 clusters Score -1329200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1329199.750000 Penalty: 2950.408203
	Iteration 35Q: 3 clusters Score -1329200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1329199.750000 Penalty: 2950.408203
	Iteration 36F: 3 clusters Score -1329200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -115671.609375 Penalty: 1083.999512
	Iteration 0F: 2 clusters Score -115671.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -114390.234375 Penalty: 2167.999023
	Iteration 0F: 3 clusters Score -114390.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -114556.648438 Penalty: 2167.999023
	Iteration 1F: 3 clusters Score -114556.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -114609.335938 Penalty: 2167.999023
	Iteration 2Q: 3 clusters Score -114609.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -114646.218750 Penalty: 2167.999023
	Iteration 3Q: 3 clusters Score -114646.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -114660.031250 Penalty: 2167.999023
	Iteration 4Q: 3 clusters Score -114660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -114667.578125 Penalty: 2167.999023
	Iteration 5Q: 3 clusters Score -114667.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -114669.515625 Penalty: 2167.999023
	Iteration 6Q: 3 clusters Score -114669.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -114671.484375 Penalty: 2167.999023
	Iteration 7Q: 3 clusters Score -114671.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -114672.421875 Penalty: 2167.999023
	Iteration 8Q: 3 clusters Score -114672.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -114673.257812 Penalty: 2167.999023
	Iteration 9Q: 3 clusters Score -114673.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -114675.343750 Penalty: 2167.999023
	Iteration 10Q: 3 clusters Score -114675.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -114676.023438 Penalty: 2167.999023
	Iteration 11Q: 3 clusters Score -114676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -114676.023438 Penalty: 2167.999023
	Iteration 12F: 3 clusters Score -114676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -116703.867188 Penalty: 1114.003906
	Iteration 0F: 2 clusters Score -116703.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -115293.812500 Penalty: 2228.007812
	Iteration 0F: 3 clusters Score -115293.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -115586.429688 Penalty: 2228.007812
	Iteration 1F: 3 clusters Score -115586.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -115692.171875 Penalty: 2228.007812
	Iteration 2F: 3 clusters Score -115692.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -115762.242188 Penalty: 2228.007812
	Iteration 3F: 3 clusters Score -115762.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -115810.921875 Penalty: 2228.007812
	Iteration 4Q: 3 clusters Score -115810.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -115850.781250 Penalty: 2228.007812
	Iteration 5Q: 3 clusters Score -115850.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -115869.968750 Penalty: 2228.007812
	Iteration 6Q: 3 clusters Score -115870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -115892.578125 Penalty: 2228.007812
	Iteration 7Q: 3 clusters Score -115892.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -115914.500000 Penalty: 2228.007812
	Iteration 8Q: 3 clusters Score -115914.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -115931.398438 Penalty: 2228.007812
	Iteration 9Q: 3 clusters Score -115931.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -115961.023438 Penalty: 2228.007812
	Iteration 10Q: 3 clusters Score -115961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -115989.507812 Penalty: 2228.007812
	Iteration 11Q: 3 clusters Score -115989.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -116004.492188 Penalty: 2228.007812
	Iteration 12Q: 3 clusters Score -116004.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -116018.406250 Penalty: 2228.007812
	Iteration 13Q: 3 clusters Score -116018.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -116022.757812 Penalty: 2228.007812
	Iteration 14Q: 3 clusters Score -116022.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -116022.960938 Penalty: 2228.007812
	Iteration 15Q: 3 clusters Score -116023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -116022.960938 Penalty: 2228.007812
	Iteration 16F: 3 clusters Score -116023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (21586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Entering Unmasked Estep 
Score: -3281907.250000 Penalty: 1621.717529
	Iteration 0F: 2 clusters Score -3281907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3268206.250000 Penalty: 3243.435059
	Iteration 0F: 3 clusters Score -3268206 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3273846.500000 Penalty: 3243.435059
	Iteration 1F: 3 clusters Score -3273846 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -3274324.500000 Penalty: 3243.435059
	Iteration 2F: 3 clusters Score -3274324 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3274891.250000 Penalty: 3243.435059
	Iteration 3F: 3 clusters Score -3274891 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3275591.750000 Penalty: 3243.435059
	Iteration 4F: 3 clusters Score -3275592 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3276473.250000 Penalty: 3243.435059
	Iteration 5F: 3 clusters Score -3276473 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -3277585.250000 Penalty: 3243.435059
	Iteration 6F: 3 clusters Score -3277585 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -3278789.250000 Penalty: 3243.435059
	Iteration 7F: 3 clusters Score -3278789 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -3279551.250000 Penalty: 3243.435059
	Iteration 8F: 3 clusters Score -3279551 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -3280010.000000 Penalty: 3243.435059
	Iteration 9Q: 3 clusters Score -3280010 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -3280226.500000 Penalty: 3243.435059
	Iteration 10Q: 3 clusters Score -3280226 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -3280356.500000 Penalty: 3243.435059
	Iteration 11Q: 3 clusters Score -3280356 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -3280415.750000 Penalty: 3243.435059
	Iteration 12Q: 3 clusters Score -3280416 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -3280465.500000 Penalty: 3243.435059
	Iteration 13Q: 3 clusters Score -3280466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -3280498.000000 Penalty: 3243.435059
	Iteration 14Q: 3 clusters Score -3280498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -3280504.750000 Penalty: 3243.435059
	Iteration 15Q: 3 clusters Score -3280505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -3280516.750000 Penalty: 3243.435059
	Iteration 16Q: 3 clusters Score -3280517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -3280529.500000 Penalty: 3243.435059
	Iteration 17Q: 3 clusters Score -3280530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -3280537.000000 Penalty: 3243.435059
	Iteration 18Q: 3 clusters Score -3280537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -3280533.750000 Penalty: 3243.435059
	Iteration 19Q: 3 clusters Score -3280534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -3280539.500000 Penalty: 3243.435059
	Iteration 20F: 3 clusters Score -3280540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -3280543.000000 Penalty: 3243.435059
	Iteration 21Q: 3 clusters Score -3280543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -3280544.250000 Penalty: 3243.435059
	Iteration 22Q: 3 clusters Score -3280544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -3280546.250000 Penalty: 3243.435059
	Iteration 23Q: 3 clusters Score -3280546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -3280544.500000 Penalty: 3243.435059
	Iteration 24Q: 3 clusters Score -3280544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -3280544.500000 Penalty: 3243.435059
	Iteration 25F: 3 clusters Score -3280544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -455526.281250 Penalty: 1318.041992
	Iteration 0F: 2 clusters Score -455526.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -452545.875000 Penalty: 2636.083984
	Iteration 0F: 3 clusters Score -452545.9 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -453373.843750 Penalty: 2636.083984
	Iteration 1F: 3 clusters Score -453373.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -453574.500000 Penalty: 2636.083984
	Iteration 2F: 3 clusters Score -453574.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -453747.000000 Penalty: 2636.083984
	Iteration 3F: 3 clusters Score -453747 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -453883.687500 Penalty: 2636.083984
	Iteration 4F: 3 clusters Score -453883.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -454011.875000 Penalty: 2636.083984
	Iteration 5Q: 3 clusters Score -454011.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -454138.406250 Penalty: 2636.083984
	Iteration 6Q: 3 clusters Score -454138.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -454228.968750 Penalty: 2636.083984
	Iteration 7Q: 3 clusters Score -454229 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -454312.343750 Penalty: 2636.083984
	Iteration 8Q: 3 clusters Score -454312.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -454390.843750 Penalty: 2636.083984
	Iteration 9Q: 3 clusters Score -454390.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -454453.625000 Penalty: 2636.083984
	Iteration 10Q: 3 clusters Score -454453.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -454508.656250 Penalty: 2636.083984
	Iteration 11Q: 3 clusters Score -454508.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -454542.593750 Penalty: 2636.083984
	Iteration 12Q: 3 clusters Score -454542.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -454575.281250 Penalty: 2636.083984
	Iteration 13Q: 3 clusters Score -454575.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -454606.250000 Penalty: 2636.083984
	Iteration 14Q: 3 clusters Score -454606.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -454632.750000 Penalty: 2636.083984
	Iteration 15Q: 3 clusters Score -454632.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -454645.375000 Penalty: 2636.083984
	Iteration 16Q: 3 clusters Score -454645.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -454655.843750 Penalty: 2636.083984
	Iteration 17Q: 3 clusters Score -454655.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -454664.375000 Penalty: 2636.083984
	Iteration 18Q: 3 clusters Score -454664.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -454672.593750 Penalty: 2636.083984
	Iteration 19Q: 3 clusters Score -454672.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -454677.875000 Penalty: 2636.083984
	Iteration 20F: 3 clusters Score -454677.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -454681.218750 Penalty: 2636.083984
	Iteration 21Q: 3 clusters Score -454681.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -454684.156250 Penalty: 2636.083984
	Iteration 22Q: 3 clusters Score -454684.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -454684.968750 Penalty: 2636.083984
	Iteration 23Q: 3 clusters Score -454685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -454687.906250 Penalty: 2636.083984
	Iteration 24Q: 3 clusters Score -454687.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -454688.906250 Penalty: 2636.083984
	Iteration 25Q: 3 clusters Score -454688.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -454690.531250 Penalty: 2636.083984
	Iteration 26Q: 3 clusters Score -454690.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -454691.937500 Penalty: 2636.083984
	Iteration 27Q: 3 clusters Score -454691.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -454693.375000 Penalty: 2636.083984
	Iteration 28Q: 3 clusters Score -454693.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -454694.156250 Penalty: 2636.083984
	Iteration 29Q: 3 clusters Score -454694.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -454695.718750 Penalty: 2636.083984
	Iteration 30Q: 3 clusters Score -454695.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -454697.250000 Penalty: 2636.083984
	Iteration 31Q: 3 clusters Score -454697.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -454699.406250 Penalty: 2636.083984
	Iteration 32Q: 3 clusters Score -454699.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -454702.687500 Penalty: 2636.083984
	Iteration 33Q: 3 clusters Score -454702.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -454704.687500 Penalty: 2636.083984
	Iteration 34Q: 3 clusters Score -454704.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -454707.375000 Penalty: 2636.083984
	Iteration 35Q: 3 clusters Score -454707.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -454713.906250 Penalty: 2636.083984
	Iteration 36Q: 3 clusters Score -454713.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -454719.468750 Penalty: 2636.083984
	Iteration 37Q: 3 clusters Score -454719.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -454724.093750 Penalty: 2636.083984
	Iteration 38Q: 3 clusters Score -454724.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -454729.562500 Penalty: 2636.083984
	Iteration 39Q: 3 clusters Score -454729.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -454736.187500 Penalty: 2636.083984
	Iteration 40F: 3 clusters Score -454736.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -454740.718750 Penalty: 2636.083984
	Iteration 41Q: 3 clusters Score -454740.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -454744.218750 Penalty: 2636.083984
	Iteration 42Q: 3 clusters Score -454744.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -454747.562500 Penalty: 2636.083984
	Iteration 43Q: 3 clusters Score -454747.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -454751.250000 Penalty: 2636.083984
	Iteration 44Q: 3 clusters Score -454751.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -454755.062500 Penalty: 2636.083984
	Iteration 45Q: 3 clusters Score -454755.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -454758.031250 Penalty: 2636.083984
	Iteration 46Q: 3 clusters Score -454758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -454761.343750 Penalty: 2636.083984
	Iteration 47Q: 3 clusters Score -454761.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -454767.906250 Penalty: 2636.083984
	Iteration 48Q: 3 clusters Score -454767.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -454770.687500 Penalty: 2636.083984
	Iteration 49Q: 3 clusters Score -454770.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -454772.437500 Penalty: 2636.083984
	Iteration 50Q: 3 clusters Score -454772.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -454776.250000 Penalty: 2636.083984
	Iteration 51Q: 3 clusters Score -454776.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -454780.875000 Penalty: 2636.083984
	Iteration 52Q: 3 clusters Score -454780.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -454784.656250 Penalty: 2636.083984
	Iteration 53Q: 3 clusters Score -454784.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -454785.812500 Penalty: 2636.083984
	Iteration 54Q: 3 clusters Score -454785.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -454788.000000 Penalty: 2636.083984
	Iteration 55Q: 3 clusters Score -454788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -454792.125000 Penalty: 2636.083984
	Iteration 56Q: 3 clusters Score -454792.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -454794.593750 Penalty: 2636.083984
	Iteration 57Q: 3 clusters Score -454794.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -454799.593750 Penalty: 2636.083984
	Iteration 58Q: 3 clusters Score -454799.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -454803.093750 Penalty: 2636.083984
	Iteration 59Q: 3 clusters Score -454803.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -454805.937500 Penalty: 2636.083984
	Iteration 60F: 3 clusters Score -454805.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -454807.125000 Penalty: 2636.083984
	Iteration 61Q: 3 clusters Score -454807.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -454808.687500 Penalty: 2636.083984
	Iteration 62Q: 3 clusters Score -454808.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -454809.875000 Penalty: 2636.083984
	Iteration 63Q: 3 clusters Score -454809.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -454811.281250 Penalty: 2636.083984
	Iteration 64Q: 3 clusters Score -454811.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -454812.968750 Penalty: 2636.083984
	Iteration 65Q: 3 clusters Score -454813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -454813.156250 Penalty: 2636.083984
	Iteration 66Q: 3 clusters Score -454813.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -454813.031250 Penalty: 2636.083984
	Iteration 67Q: 3 clusters Score -454813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -454814.687500 Penalty: 2636.083984
	Iteration 68Q: 3 clusters Score -454814.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -454814.656250 Penalty: 2636.083984
	Iteration 69Q: 3 clusters Score -454814.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -454814.843750 Penalty: 2636.083984
	Iteration 70Q: 3 clusters Score -454814.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -454814.562500 Penalty: 2636.083984
	Iteration 71Q: 3 clusters Score -454814.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -454815.437500 Penalty: 2636.083984
	Iteration 72Q: 3 clusters Score -454815.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -454816.562500 Penalty: 2636.083984
	Iteration 73Q: 3 clusters Score -454816.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -454817.312500 Penalty: 2636.083984
	Iteration 74Q: 3 clusters Score -454817.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -454819.125000 Penalty: 2636.083984
	Iteration 75Q: 3 clusters Score -454819.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -454820.156250 Penalty: 2636.083984
	Iteration 76Q: 3 clusters Score -454820.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -454822.062500 Penalty: 2636.083984
	Iteration 77Q: 3 clusters Score -454822.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -454826.375000 Penalty: 2636.083984
	Iteration 78Q: 3 clusters Score -454826.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -454831.781250 Penalty: 2636.083984
	Iteration 79Q: 3 clusters Score -454831.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -454834.812500 Penalty: 2636.083984
	Iteration 80F: 3 clusters Score -454834.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -454836.343750 Penalty: 2636.083984
	Iteration 81Q: 3 clusters Score -454836.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -454837.843750 Penalty: 2636.083984
	Iteration 82Q: 3 clusters Score -454837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -454839.093750 Penalty: 2636.083984
	Iteration 83Q: 3 clusters Score -454839.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -454841.406250 Penalty: 2636.083984
	Iteration 84Q: 3 clusters Score -454841.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -454842.375000 Penalty: 2636.083984
	Iteration 85Q: 3 clusters Score -454842.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -454843.812500 Penalty: 2636.083984
	Iteration 86Q: 3 clusters Score -454843.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -454844.812500 Penalty: 2636.083984
	Iteration 87Q: 3 clusters Score -454844.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -454847.187500 Penalty: 2636.083984
	Iteration 88Q: 3 clusters Score -454847.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -454848.531250 Penalty: 2636.083984
	Iteration 89Q: 3 clusters Score -454848.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -454849.406250 Penalty: 2636.083984
	Iteration 90Q: 3 clusters Score -454849.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -454849.500000 Penalty: 2636.083984
	Iteration 91Q: 3 clusters Score -454849.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -454849.968750 Penalty: 2636.083984
	Iteration 92Q: 3 clusters Score -454850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -454852.156250 Penalty: 2636.083984
	Iteration 93Q: 3 clusters Score -454852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -454852.593750 Penalty: 2636.083984
	Iteration 94Q: 3 clusters Score -454852.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -454854.875000 Penalty: 2636.083984
	Iteration 95Q: 3 clusters Score -454854.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -454854.625000 Penalty: 2636.083984
	Iteration 96Q: 3 clusters Score -454854.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -454858.843750 Penalty: 2636.083984
	Iteration 97Q: 3 clusters Score -454858.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -454860.468750 Penalty: 2636.083984
	Iteration 98Q: 3 clusters Score -454860.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -454861.968750 Penalty: 2636.083984
	Iteration 99Q: 3 clusters Score -454862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -454863.843750 Penalty: 2636.083984
	Iteration 100F: 3 clusters Score -454863.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -454867.687500 Penalty: 2636.083984
	Iteration 101Q: 3 clusters Score -454867.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -454868.718750 Penalty: 2636.083984
	Iteration 102Q: 3 clusters Score -454868.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -454870.000000 Penalty: 2636.083984
	Iteration 103Q: 3 clusters Score -454870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -454872.687500 Penalty: 2636.083984
	Iteration 104Q: 3 clusters Score -454872.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -454873.375000 Penalty: 2636.083984
	Iteration 105Q: 3 clusters Score -454873.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -454873.656250 Penalty: 2636.083984
	Iteration 106Q: 3 clusters Score -454873.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -454873.656250 Penalty: 2636.083984
	Iteration 107F: 3 clusters Score -454873.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (19694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Entering Unmasked Estep 
Score: -2775874.000000 Penalty: 1606.811279
	Iteration 0F: 2 clusters Score -2775874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2762843.500000 Penalty: 3213.622559
	Iteration 0F: 3 clusters Score -2762844 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2768018.250000 Penalty: 3213.622559
	Iteration 1F: 3 clusters Score -2768018 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2768647.000000 Penalty: 3213.622559
	Iteration 2F: 3 clusters Score -2768647 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2769369.750000 Penalty: 3213.622559
	Iteration 3F: 3 clusters Score -2769370 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2770303.000000 Penalty: 3213.622559
	Iteration 4F: 3 clusters Score -2770303 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2771207.000000 Penalty: 3213.622559
	Iteration 5F: 3 clusters Score -2771207 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2772071.000000 Penalty: 3213.622559
	Iteration 6F: 3 clusters Score -2772071 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2772925.750000 Penalty: 3213.622559
	Iteration 7F: 3 clusters Score -2772926 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2773670.500000 Penalty: 3213.622559
	Iteration 8Q: 3 clusters Score -2773670 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2774182.250000 Penalty: 3213.622559
	Iteration 9Q: 3 clusters Score -2774182 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2774473.500000 Penalty: 3213.622559
	Iteration 10Q: 3 clusters Score -2774474 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2774657.750000 Penalty: 3213.622559
	Iteration 11Q: 3 clusters Score -2774658 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2774785.250000 Penalty: 3213.622559
	Iteration 12Q: 3 clusters Score -2774785 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2774886.250000 Penalty: 3213.622559
	Iteration 13Q: 3 clusters Score -2774886 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2774972.500000 Penalty: 3213.622559
	Iteration 14Q: 3 clusters Score -2774972 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2775016.250000 Penalty: 3213.622559
	Iteration 15Q: 3 clusters Score -2775016 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2775061.750000 Penalty: 3213.622559
	Iteration 16Q: 3 clusters Score -2775062 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2775089.500000 Penalty: 3213.622559
	Iteration 17Q: 3 clusters Score -2775090 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2775125.250000 Penalty: 3213.622559
	Iteration 18Q: 3 clusters Score -2775125 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2775170.750000 Penalty: 3213.622559
	Iteration 19Q: 3 clusters Score -2775171 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2775207.250000 Penalty: 3213.622559
	Iteration 20F: 3 clusters Score -2775207 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2775251.000000 Penalty: 3213.622559
	Iteration 21Q: 3 clusters Score -2775251 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2775267.500000 Penalty: 3213.622559
	Iteration 22Q: 3 clusters Score -2775268 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2775286.250000 Penalty: 3213.622559
	Iteration 23Q: 3 clusters Score -2775286 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2775330.750000 Penalty: 3213.622559
	Iteration 24Q: 3 clusters Score -2775331 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2775345.750000 Penalty: 3213.622559
	Iteration 25Q: 3 clusters Score -2775346 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2775362.500000 Penalty: 3213.622559
	Iteration 26Q: 3 clusters Score -2775362 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2775372.750000 Penalty: 3213.622559
	Iteration 27Q: 3 clusters Score -2775373 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2775394.000000 Penalty: 3213.622559
	Iteration 28Q: 3 clusters Score -2775394 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2775416.750000 Penalty: 3213.622559
	Iteration 29Q: 3 clusters Score -2775417 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2775440.500000 Penalty: 3213.622559
	Iteration 30Q: 3 clusters Score -2775440 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2775458.500000 Penalty: 3213.622559
	Iteration 31Q: 3 clusters Score -2775458 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2775484.500000 Penalty: 3213.622559
	Iteration 32Q: 3 clusters Score -2775484 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2775520.500000 Penalty: 3213.622559
	Iteration 33Q: 3 clusters Score -2775520 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2775550.250000 Penalty: 3213.622559
	Iteration 34Q: 3 clusters Score -2775550 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2775564.750000 Penalty: 3213.622559
	Iteration 35Q: 3 clusters Score -2775565 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2775579.500000 Penalty: 3213.622559
	Iteration 36Q: 3 clusters Score -2775580 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2775603.500000 Penalty: 3213.622559
	Iteration 37Q: 3 clusters Score -2775604 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2775622.500000 Penalty: 3213.622559
	Iteration 38Q: 3 clusters Score -2775622 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2775635.250000 Penalty: 3213.622559
	Iteration 39Q: 3 clusters Score -2775635 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2775653.250000 Penalty: 3213.622559
	Iteration 40F: 3 clusters Score -2775653 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2775696.500000 Penalty: 3213.622559
	Iteration 41Q: 3 clusters Score -2775696 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2775710.250000 Penalty: 3213.622559
	Iteration 42Q: 3 clusters Score -2775710 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2775737.500000 Penalty: 3213.622559
	Iteration 43Q: 3 clusters Score -2775738 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2775745.500000 Penalty: 3213.622559
	Iteration 44Q: 3 clusters Score -2775746 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2775758.500000 Penalty: 3213.622559
	Iteration 45Q: 3 clusters Score -2775758 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2775767.500000 Penalty: 3213.622559
	Iteration 46Q: 3 clusters Score -2775768 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2775787.500000 Penalty: 3213.622559
	Iteration 47Q: 3 clusters Score -2775788 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2775811.250000 Penalty: 3213.622559
	Iteration 48Q: 3 clusters Score -2775811 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2775822.750000 Penalty: 3213.622559
	Iteration 49Q: 3 clusters Score -2775823 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2775835.000000 Penalty: 3213.622559
	Iteration 50Q: 3 clusters Score -2775835 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2775852.500000 Penalty: 3213.622559
	Iteration 51Q: 3 clusters Score -2775852 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2775860.000000 Penalty: 3213.622559
	Iteration 52Q: 3 clusters Score -2775860 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2775878.250000 Penalty: 3213.622559
	Iteration 53Q: 3 clusters Score -2775878 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2775906.000000 Penalty: 3213.622559
	Iteration 54Q: 3 clusters Score -2775906 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2775923.500000 Penalty: 3213.622559
	Iteration 55Q: 3 clusters Score -2775924 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2775938.750000 Penalty: 3213.622559
	Iteration 56Q: 3 clusters Score -2775939 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2775943.000000 Penalty: 3213.622559
	Iteration 57Q: 3 clusters Score -2775943 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2775959.500000 Penalty: 3213.622559
	Iteration 58Q: 3 clusters Score -2775960 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2775973.250000 Penalty: 3213.622559
	Iteration 59Q: 3 clusters Score -2775973 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2775981.000000 Penalty: 3213.622559
	Iteration 60F: 3 clusters Score -2775981 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2775990.250000 Penalty: 3213.622559
	Iteration 61Q: 3 clusters Score -2775990 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2775993.250000 Penalty: 3213.622559
	Iteration 62Q: 3 clusters Score -2775993 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2776006.000000 Penalty: 3213.622559
	Iteration 63Q: 3 clusters Score -2776006 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2776007.750000 Penalty: 3213.622559
	Iteration 64Q: 3 clusters Score -2776008 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2776016.250000 Penalty: 3213.622559
	Iteration 65Q: 3 clusters Score -2776016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2776030.750000 Penalty: 3213.622559
	Iteration 66Q: 3 clusters Score -2776031 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2776031.500000 Penalty: 3213.622559
	Iteration 67Q: 3 clusters Score -2776032 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2776039.500000 Penalty: 3213.622559
	Iteration 68Q: 3 clusters Score -2776040 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2776047.500000 Penalty: 3213.622559
	Iteration 69Q: 3 clusters Score -2776048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2776047.000000 Penalty: 3213.622559
	Iteration 70Q: 3 clusters Score -2776047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2776052.000000 Penalty: 3213.622559
	Iteration 71Q: 3 clusters Score -2776052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2776050.250000 Penalty: 3213.622559
	Iteration 72Q: 3 clusters Score -2776050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2776053.500000 Penalty: 3213.622559
	Iteration 73Q: 3 clusters Score -2776054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2776057.250000 Penalty: 3213.622559
	Iteration 74Q: 3 clusters Score -2776057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2776067.000000 Penalty: 3213.622559
	Iteration 75Q: 3 clusters Score -2776067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2776067.000000 Penalty: 3213.622559
	Iteration 76Q: 3 clusters Score -2776067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2776069.500000 Penalty: 3213.622559
	Iteration 77Q: 3 clusters Score -2776070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2776070.250000 Penalty: 3213.622559
	Iteration 78Q: 3 clusters Score -2776070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2776070.000000 Penalty: 3213.622559
	Iteration 79Q: 3 clusters Score -2776070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2776069.000000 Penalty: 3213.622559
	Iteration 80F: 3 clusters Score -2776069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2776068.500000 Penalty: 3213.622559
	Iteration 81Q: 3 clusters Score -2776068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2776066.750000 Penalty: 3213.622559
	Iteration 82Q: 3 clusters Score -2776067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2776071.500000 Penalty: 3213.622559
	Iteration 83Q: 3 clusters Score -2776072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2776073.000000 Penalty: 3213.622559
	Iteration 84Q: 3 clusters Score -2776073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2776075.000000 Penalty: 3213.622559
	Iteration 85Q: 3 clusters Score -2776075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2776076.000000 Penalty: 3213.622559
	Iteration 86Q: 3 clusters Score -2776076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2776074.000000 Penalty: 3213.622559
	Iteration 87Q: 3 clusters Score -2776074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2776076.750000 Penalty: 3213.622559
	Iteration 88Q: 3 clusters Score -2776077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2776073.000000 Penalty: 3213.622559
	Iteration 89Q: 3 clusters Score -2776073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2776072.500000 Penalty: 3213.622559
	Iteration 90Q: 3 clusters Score -2776072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2776070.750000 Penalty: 3213.622559
	Iteration 91Q: 3 clusters Score -2776071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2776075.750000 Penalty: 3213.622559
	Iteration 92Q: 3 clusters Score -2776076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2776070.500000 Penalty: 3213.622559
	Iteration 93Q: 3 clusters Score -2776070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2776073.250000 Penalty: 3213.622559
	Iteration 94Q: 3 clusters Score -2776073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2776069.750000 Penalty: 3213.622559
	Iteration 95Q: 3 clusters Score -2776070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2776074.250000 Penalty: 3213.622559
	Iteration 96Q: 3 clusters Score -2776074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2776081.500000 Penalty: 3213.622559
	Iteration 97Q: 3 clusters Score -2776082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2776078.500000 Penalty: 3213.622559
	Iteration 98Q: 3 clusters Score -2776078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2776079.750000 Penalty: 3213.622559
	Iteration 99Q: 3 clusters Score -2776080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2776078.000000 Penalty: 3213.622559
	Iteration 100F: 3 clusters Score -2776078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2776077.750000 Penalty: 3213.622559
	Iteration 101Q: 3 clusters Score -2776078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2776077.750000 Penalty: 3213.622559
	Iteration 102F: 3 clusters Score -2776078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8280 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25977 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13641 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6731 members 
Mstep: Class 37 contains 9629 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4983 members 
Mstep: Class 45 contains 14785 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20478 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13729 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21586 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 6563 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13225 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19136 members 
Mstep: Class 86 contains 13131 members 
Entering Unmasked Estep 
Score: -85932104.000000 Penalty: 185964.312500
Splitting cluster 74 changes total score from -85932688.000000 to -85932104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -148670.328125 Penalty: 1147.884399
	Iteration 0F: 2 clusters Score -148670.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -147124.140625 Penalty: 2295.768799
	Iteration 0F: 3 clusters Score -147124.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -147492.000000 Penalty: 2295.768799
	Iteration 1F: 3 clusters Score -147492 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -147647.843750 Penalty: 2295.768799
	Iteration 2F: 3 clusters Score -147647.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -147749.859375 Penalty: 2295.768799
	Iteration 3F: 3 clusters Score -147749.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -147838.796875 Penalty: 2295.768799
	Iteration 4F: 3 clusters Score -147838.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -147886.125000 Penalty: 2295.768799
	Iteration 5Q: 3 clusters Score -147886.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -147921.421875 Penalty: 2295.768799
	Iteration 6Q: 3 clusters Score -147921.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -147953.312500 Penalty: 2295.768799
	Iteration 7Q: 3 clusters Score -147953.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -147983.218750 Penalty: 2295.768799
	Iteration 8Q: 3 clusters Score -147983.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -148009.328125 Penalty: 2295.768799
	Iteration 9Q: 3 clusters Score -148009.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -148022.375000 Penalty: 2295.768799
	Iteration 10Q: 3 clusters Score -148022.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -148041.671875 Penalty: 2295.768799
	Iteration 11Q: 3 clusters Score -148041.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -148054.812500 Penalty: 2295.768799
	Iteration 12Q: 3 clusters Score -148054.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -148080.796875 Penalty: 2295.768799
	Iteration 13Q: 3 clusters Score -148080.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -148091.046875 Penalty: 2295.768799
	Iteration 14Q: 3 clusters Score -148091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -148101.359375 Penalty: 2295.768799
	Iteration 15Q: 3 clusters Score -148101.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -148110.562500 Penalty: 2295.768799
	Iteration 16Q: 3 clusters Score -148110.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -148117.937500 Penalty: 2295.768799
	Iteration 17Q: 3 clusters Score -148117.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -148126.000000 Penalty: 2295.768799
	Iteration 18Q: 3 clusters Score -148126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -148137.843750 Penalty: 2295.768799
	Iteration 19Q: 3 clusters Score -148137.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -148146.453125 Penalty: 2295.768799
	Iteration 20F: 3 clusters Score -148146.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -148155.953125 Penalty: 2295.768799
	Iteration 21Q: 3 clusters Score -148156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -148172.953125 Penalty: 2295.768799
	Iteration 22Q: 3 clusters Score -148173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -148185.703125 Penalty: 2295.768799
	Iteration 23Q: 3 clusters Score -148185.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -148204.812500 Penalty: 2295.768799
	Iteration 24Q: 3 clusters Score -148204.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -148227.875000 Penalty: 2295.768799
	Iteration 25Q: 3 clusters Score -148227.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -148257.015625 Penalty: 2295.768799
	Iteration 26Q: 3 clusters Score -148257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -148283.781250 Penalty: 2295.768799
	Iteration 27Q: 3 clusters Score -148283.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -148326.140625 Penalty: 2295.768799
	Iteration 28Q: 3 clusters Score -148326.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -148368.281250 Penalty: 2295.768799
	Iteration 29Q: 3 clusters Score -148368.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -148434.765625 Penalty: 2295.768799
	Iteration 30Q: 3 clusters Score -148434.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -148499.328125 Penalty: 2295.768799
	Iteration 31Q: 3 clusters Score -148499.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -148524.671875 Penalty: 2295.768799
	Iteration 32Q: 3 clusters Score -148524.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -148537.796875 Penalty: 2295.768799
	Iteration 33Q: 3 clusters Score -148537.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -148554.937500 Penalty: 2295.768799
	Iteration 34Q: 3 clusters Score -148554.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -148570.453125 Penalty: 2295.768799
	Iteration 35Q: 3 clusters Score -148570.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -148580.828125 Penalty: 2295.768799
	Iteration 36Q: 3 clusters Score -148580.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -148599.796875 Penalty: 2295.768799
	Iteration 37Q: 3 clusters Score -148599.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -148626.093750 Penalty: 2295.768799
	Iteration 38Q: 3 clusters Score -148626.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -148646.718750 Penalty: 2295.768799
	Iteration 39Q: 3 clusters Score -148646.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -148665.484375 Penalty: 2295.768799
	Iteration 40F: 3 clusters Score -148665.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -148680.906250 Penalty: 2295.768799
	Iteration 41Q: 3 clusters Score -148680.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -148691.031250 Penalty: 2295.768799
	Iteration 42Q: 3 clusters Score -148691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -148696.531250 Penalty: 2295.768799
	Iteration 43Q: 3 clusters Score -148696.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -148707.218750 Penalty: 2295.768799
	Iteration 44Q: 3 clusters Score -148707.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -148710.656250 Penalty: 2295.768799
	Iteration 45Q: 3 clusters Score -148710.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -148715.156250 Penalty: 2295.768799
	Iteration 46Q: 3 clusters Score -148715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -148716.250000 Penalty: 2295.768799
	Iteration 47Q: 3 clusters Score -148716.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -148716.250000 Penalty: 2295.768799
	Iteration 48F: 3 clusters Score -148716.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8280 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25977 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13641 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6731 members 
Mstep: Class 37 contains 9629 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4983 members 
Mstep: Class 45 contains 14785 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20478 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13729 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21586 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19694 members 
Mstep: Class 75 contains 719 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13225 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19136 members 
Mstep: Class 86 contains 450 members 
Entering Unmasked Estep 
Score: -85931704.000000 Penalty: 185964.312500
Splitting cluster 75 changes total score from -85932688.000000 to -85931704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (16385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Entering Unmasked Estep 
Score: -2514349.250000 Penalty: 1576.919800
	Iteration 0F: 2 clusters Score -2514349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2503475.000000 Penalty: 3153.839600
	Iteration 0F: 3 clusters Score -2503475 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2507507.500000 Penalty: 3153.839600
	Iteration 1F: 3 clusters Score -2507508 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2507898.750000 Penalty: 3153.839600
	Iteration 2F: 3 clusters Score -2507899 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2508232.000000 Penalty: 3153.839600
	Iteration 3F: 3 clusters Score -2508232 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2508476.000000 Penalty: 3153.839600
	Iteration 4Q: 3 clusters Score -2508476 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2508704.000000 Penalty: 3153.839600
	Iteration 5Q: 3 clusters Score -2508704 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2508903.750000 Penalty: 3153.839600
	Iteration 6Q: 3 clusters Score -2508904 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2509169.000000 Penalty: 3153.839600
	Iteration 7Q: 3 clusters Score -2509169 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2509451.750000 Penalty: 3153.839600
	Iteration 8Q: 3 clusters Score -2509452 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2509804.750000 Penalty: 3153.839600
	Iteration 9Q: 3 clusters Score -2509805 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2510198.750000 Penalty: 3153.839600
	Iteration 10Q: 3 clusters Score -2510199 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2510595.750000 Penalty: 3153.839600
	Iteration 11Q: 3 clusters Score -2510596 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2510980.500000 Penalty: 3153.839600
	Iteration 12Q: 3 clusters Score -2510980 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2511317.000000 Penalty: 3153.839600
	Iteration 13Q: 3 clusters Score -2511317 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2511662.500000 Penalty: 3153.839600
	Iteration 14Q: 3 clusters Score -2511662 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2511963.750000 Penalty: 3153.839600
	Iteration 15Q: 3 clusters Score -2511964 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2512201.000000 Penalty: 3153.839600
	Iteration 16Q: 3 clusters Score -2512201 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2512374.750000 Penalty: 3153.839600
	Iteration 17Q: 3 clusters Score -2512375 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2512494.500000 Penalty: 3153.839600
	Iteration 18Q: 3 clusters Score -2512494 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2512602.000000 Penalty: 3153.839600
	Iteration 19Q: 3 clusters Score -2512602 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2512691.500000 Penalty: 3153.839600
	Iteration 20F: 3 clusters Score -2512692 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2512763.250000 Penalty: 3153.839600
	Iteration 21Q: 3 clusters Score -2512763 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2512816.500000 Penalty: 3153.839600
	Iteration 22Q: 3 clusters Score -2512816 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2512853.500000 Penalty: 3153.839600
	Iteration 23Q: 3 clusters Score -2512854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2512876.750000 Penalty: 3153.839600
	Iteration 24Q: 3 clusters Score -2512877 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2512898.750000 Penalty: 3153.839600
	Iteration 25Q: 3 clusters Score -2512899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2512914.250000 Penalty: 3153.839600
	Iteration 26Q: 3 clusters Score -2512914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2512935.000000 Penalty: 3153.839600
	Iteration 27Q: 3 clusters Score -2512935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2512948.000000 Penalty: 3153.839600
	Iteration 28Q: 3 clusters Score -2512948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2512961.000000 Penalty: 3153.839600
	Iteration 29Q: 3 clusters Score -2512961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2512973.500000 Penalty: 3153.839600
	Iteration 30Q: 3 clusters Score -2512974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2512983.250000 Penalty: 3153.839600
	Iteration 31Q: 3 clusters Score -2512983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2512992.250000 Penalty: 3153.839600
	Iteration 32Q: 3 clusters Score -2512992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2512998.000000 Penalty: 3153.839600
	Iteration 33Q: 3 clusters Score -2512998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2513007.500000 Penalty: 3153.839600
	Iteration 34Q: 3 clusters Score -2513008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2513006.750000 Penalty: 3153.839600
	Iteration 35Q: 3 clusters Score -2513007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2513013.500000 Penalty: 3153.839600
	Iteration 36Q: 3 clusters Score -2513014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2513016.750000 Penalty: 3153.839600
	Iteration 37Q: 3 clusters Score -2513017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2513024.000000 Penalty: 3153.839600
	Iteration 38Q: 3 clusters Score -2513024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2513029.500000 Penalty: 3153.839600
	Iteration 39Q: 3 clusters Score -2513030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2513034.500000 Penalty: 3153.839600
	Iteration 40F: 3 clusters Score -2513034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2513037.250000 Penalty: 3153.839600
	Iteration 41Q: 3 clusters Score -2513037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2513041.500000 Penalty: 3153.839600
	Iteration 42Q: 3 clusters Score -2513042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2513040.500000 Penalty: 3153.839600
	Iteration 43Q: 3 clusters Score -2513040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2513046.000000 Penalty: 3153.839600
	Iteration 44Q: 3 clusters Score -2513046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2513045.750000 Penalty: 3153.839600
	Iteration 45Q: 3 clusters Score -2513046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2513047.750000 Penalty: 3153.839600
	Iteration 46Q: 3 clusters Score -2513048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2513047.750000 Penalty: 3153.839600
	Iteration 47F: 3 clusters Score -2513048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (12016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Entering Unmasked Estep 
Score: -1846618.250000 Penalty: 1526.524048
	Iteration 0F: 2 clusters Score -1846618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1838273.000000 Penalty: 3053.048096
	Iteration 0F: 3 clusters Score -1838273 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1841111.500000 Penalty: 3053.048096
	Iteration 1F: 3 clusters Score -1841112 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1841412.125000 Penalty: 3053.048096
	Iteration 2F: 3 clusters Score -1841412 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1841659.125000 Penalty: 3053.048096
	Iteration 3Q: 3 clusters Score -1841659 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1841870.500000 Penalty: 3053.048096
	Iteration 4Q: 3 clusters Score -1841870 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1842061.000000 Penalty: 3053.048096
	Iteration 5Q: 3 clusters Score -1842061 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1842229.000000 Penalty: 3053.048096
	Iteration 6Q: 3 clusters Score -1842229 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1842357.875000 Penalty: 3053.048096
	Iteration 7Q: 3 clusters Score -1842358 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1842481.125000 Penalty: 3053.048096
	Iteration 8Q: 3 clusters Score -1842481 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1842603.500000 Penalty: 3053.048096
	Iteration 9Q: 3 clusters Score -1842604 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1842732.500000 Penalty: 3053.048096
	Iteration 10Q: 3 clusters Score -1842732 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1842859.750000 Penalty: 3053.048096
	Iteration 11Q: 3 clusters Score -1842860 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1843002.250000 Penalty: 3053.048096
	Iteration 12Q: 3 clusters Score -1843002 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1843148.500000 Penalty: 3053.048096
	Iteration 13Q: 3 clusters Score -1843148 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1843313.375000 Penalty: 3053.048096
	Iteration 14Q: 3 clusters Score -1843313 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1843503.000000 Penalty: 3053.048096
	Iteration 15Q: 3 clusters Score -1843503 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1843714.000000 Penalty: 3053.048096
	Iteration 16Q: 3 clusters Score -1843714 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1843940.125000 Penalty: 3053.048096
	Iteration 17Q: 3 clusters Score -1843940 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1844139.625000 Penalty: 3053.048096
	Iteration 18Q: 3 clusters Score -1844140 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1844346.750000 Penalty: 3053.048096
	Iteration 19Q: 3 clusters Score -1844347 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1844540.250000 Penalty: 3053.048096
	Iteration 20F: 3 clusters Score -1844540 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1844715.125000 Penalty: 3053.048096
	Iteration 21Q: 3 clusters Score -1844715 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1844843.750000 Penalty: 3053.048096
	Iteration 22Q: 3 clusters Score -1844844 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1844956.375000 Penalty: 3053.048096
	Iteration 23Q: 3 clusters Score -1844956 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1845047.125000 Penalty: 3053.048096
	Iteration 24Q: 3 clusters Score -1845047 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1845108.375000 Penalty: 3053.048096
	Iteration 25Q: 3 clusters Score -1845108 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1845156.750000 Penalty: 3053.048096
	Iteration 26Q: 3 clusters Score -1845157 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1845195.750000 Penalty: 3053.048096
	Iteration 27Q: 3 clusters Score -1845196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1845217.375000 Penalty: 3053.048096
	Iteration 28Q: 3 clusters Score -1845217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1845231.500000 Penalty: 3053.048096
	Iteration 29Q: 3 clusters Score -1845232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1845252.875000 Penalty: 3053.048096
	Iteration 30Q: 3 clusters Score -1845253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1845277.000000 Penalty: 3053.048096
	Iteration 31Q: 3 clusters Score -1845277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1845300.625000 Penalty: 3053.048096
	Iteration 32Q: 3 clusters Score -1845301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1845312.625000 Penalty: 3053.048096
	Iteration 33Q: 3 clusters Score -1845313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1845322.875000 Penalty: 3053.048096
	Iteration 34Q: 3 clusters Score -1845323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1845332.000000 Penalty: 3053.048096
	Iteration 35Q: 3 clusters Score -1845332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1845341.875000 Penalty: 3053.048096
	Iteration 36Q: 3 clusters Score -1845342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1845347.625000 Penalty: 3053.048096
	Iteration 37Q: 3 clusters Score -1845348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1845349.500000 Penalty: 3053.048096
	Iteration 38Q: 3 clusters Score -1845350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1845352.250000 Penalty: 3053.048096
	Iteration 39Q: 3 clusters Score -1845352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1845353.375000 Penalty: 3053.048096
	Iteration 40F: 3 clusters Score -1845353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1845355.625000 Penalty: 3053.048096
	Iteration 41Q: 3 clusters Score -1845356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1845355.875000 Penalty: 3053.048096
	Iteration 42Q: 3 clusters Score -1845356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1845357.125000 Penalty: 3053.048096
	Iteration 43Q: 3 clusters Score -1845357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1845359.000000 Penalty: 3053.048096
	Iteration 44Q: 3 clusters Score -1845359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1845359.000000 Penalty: 3053.048096
	Iteration 45Q: 3 clusters Score -1845359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1845359.750000 Penalty: 3053.048096
	Iteration 46Q: 3 clusters Score -1845360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1845359.750000 Penalty: 3053.048096
	Iteration 47F: 3 clusters Score -1845360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (3781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Entering Unmasked Estep 
Score: -548930.250000 Penalty: 1338.633301
	Iteration 0F: 2 clusters Score -548930.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -545708.375000 Penalty: 2677.266602
	Iteration 0F: 3 clusters Score -545708.4 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -546555.437500 Penalty: 2677.266602
	Iteration 1F: 3 clusters Score -546555.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -546734.125000 Penalty: 2677.266602
	Iteration 2F: 3 clusters Score -546734.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -546836.250000 Penalty: 2677.266602
	Iteration 3F: 3 clusters Score -546836.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -546925.312500 Penalty: 2677.266602
	Iteration 4Q: 3 clusters Score -546925.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -546981.437500 Penalty: 2677.266602
	Iteration 5Q: 3 clusters Score -546981.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -547026.687500 Penalty: 2677.266602
	Iteration 6Q: 3 clusters Score -547026.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -547065.000000 Penalty: 2677.266602
	Iteration 7Q: 3 clusters Score -547065 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -547097.437500 Penalty: 2677.266602
	Iteration 8Q: 3 clusters Score -547097.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -547122.937500 Penalty: 2677.266602
	Iteration 9Q: 3 clusters Score -547122.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -547140.875000 Penalty: 2677.266602
	Iteration 10Q: 3 clusters Score -547140.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -547152.875000 Penalty: 2677.266602
	Iteration 11Q: 3 clusters Score -547152.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -547160.000000 Penalty: 2677.266602
	Iteration 12Q: 3 clusters Score -547160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -547171.250000 Penalty: 2677.266602
	Iteration 13Q: 3 clusters Score -547171.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -547183.187500 Penalty: 2677.266602
	Iteration 14Q: 3 clusters Score -547183.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -547195.500000 Penalty: 2677.266602
	Iteration 15Q: 3 clusters Score -547195.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -547203.187500 Penalty: 2677.266602
	Iteration 16Q: 3 clusters Score -547203.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -547208.437500 Penalty: 2677.266602
	Iteration 17Q: 3 clusters Score -547208.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -547212.062500 Penalty: 2677.266602
	Iteration 18Q: 3 clusters Score -547212.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -547217.000000 Penalty: 2677.266602
	Iteration 19Q: 3 clusters Score -547217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -547223.187500 Penalty: 2677.266602
	Iteration 20F: 3 clusters Score -547223.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -547227.250000 Penalty: 2677.266602
	Iteration 21Q: 3 clusters Score -547227.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -547233.562500 Penalty: 2677.266602
	Iteration 22Q: 3 clusters Score -547233.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -547238.125000 Penalty: 2677.266602
	Iteration 23Q: 3 clusters Score -547238.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -547244.687500 Penalty: 2677.266602
	Iteration 24Q: 3 clusters Score -547244.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -547247.250000 Penalty: 2677.266602
	Iteration 25Q: 3 clusters Score -547247.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -547251.062500 Penalty: 2677.266602
	Iteration 26Q: 3 clusters Score -547251.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -547253.937500 Penalty: 2677.266602
	Iteration 27Q: 3 clusters Score -547253.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -547255.500000 Penalty: 2677.266602
	Iteration 28Q: 3 clusters Score -547255.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -547261.187500 Penalty: 2677.266602
	Iteration 29Q: 3 clusters Score -547261.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -547265.000000 Penalty: 2677.266602
	Iteration 30Q: 3 clusters Score -547265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -547268.250000 Penalty: 2677.266602
	Iteration 31Q: 3 clusters Score -547268.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -547271.937500 Penalty: 2677.266602
	Iteration 32Q: 3 clusters Score -547271.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -547275.125000 Penalty: 2677.266602
	Iteration 33Q: 3 clusters Score -547275.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -547279.125000 Penalty: 2677.266602
	Iteration 34Q: 3 clusters Score -547279.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -547281.937500 Penalty: 2677.266602
	Iteration 35Q: 3 clusters Score -547281.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -547288.937500 Penalty: 2677.266602
	Iteration 36Q: 3 clusters Score -547288.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -547296.312500 Penalty: 2677.266602
	Iteration 37Q: 3 clusters Score -547296.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -547302.687500 Penalty: 2677.266602
	Iteration 38Q: 3 clusters Score -547302.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -547310.312500 Penalty: 2677.266602
	Iteration 39Q: 3 clusters Score -547310.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -547319.625000 Penalty: 2677.266602
	Iteration 40F: 3 clusters Score -547319.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -547329.312500 Penalty: 2677.266602
	Iteration 41Q: 3 clusters Score -547329.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -547346.375000 Penalty: 2677.266602
	Iteration 42Q: 3 clusters Score -547346.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -547359.125000 Penalty: 2677.266602
	Iteration 43Q: 3 clusters Score -547359.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -547370.937500 Penalty: 2677.266602
	Iteration 44Q: 3 clusters Score -547370.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -547384.062500 Penalty: 2677.266602
	Iteration 45Q: 3 clusters Score -547384.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -547400.687500 Penalty: 2677.266602
	Iteration 46Q: 3 clusters Score -547400.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -547419.375000 Penalty: 2677.266602
	Iteration 47Q: 3 clusters Score -547419.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -547437.375000 Penalty: 2677.266602
	Iteration 48Q: 3 clusters Score -547437.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -547461.312500 Penalty: 2677.266602
	Iteration 49Q: 3 clusters Score -547461.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -547495.812500 Penalty: 2677.266602
	Iteration 50Q: 3 clusters Score -547495.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -547530.437500 Penalty: 2677.266602
	Iteration 51Q: 3 clusters Score -547530.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -547573.875000 Penalty: 2677.266602
	Iteration 52Q: 3 clusters Score -547573.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -547614.812500 Penalty: 2677.266602
	Iteration 53Q: 3 clusters Score -547614.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -547663.937500 Penalty: 2677.266602
	Iteration 54Q: 3 clusters Score -547663.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -547706.062500 Penalty: 2677.266602
	Iteration 55Q: 3 clusters Score -547706.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -547739.000000 Penalty: 2677.266602
	Iteration 56Q: 3 clusters Score -547739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -547759.187500 Penalty: 2677.266602
	Iteration 57Q: 3 clusters Score -547759.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -547773.562500 Penalty: 2677.266602
	Iteration 58Q: 3 clusters Score -547773.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -547779.375000 Penalty: 2677.266602
	Iteration 59Q: 3 clusters Score -547779.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -547788.437500 Penalty: 2677.266602
	Iteration 60F: 3 clusters Score -547788.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -547794.062500 Penalty: 2677.266602
	Iteration 61Q: 3 clusters Score -547794.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -547799.062500 Penalty: 2677.266602
	Iteration 62Q: 3 clusters Score -547799.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -547800.375000 Penalty: 2677.266602
	Iteration 63Q: 3 clusters Score -547800.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -547801.312500 Penalty: 2677.266602
	Iteration 64Q: 3 clusters Score -547801.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -547804.625000 Penalty: 2677.266602
	Iteration 65Q: 3 clusters Score -547804.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -547808.187500 Penalty: 2677.266602
	Iteration 66Q: 3 clusters Score -547808.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -547812.000000 Penalty: 2677.266602
	Iteration 67Q: 3 clusters Score -547812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -547814.437500 Penalty: 2677.266602
	Iteration 68Q: 3 clusters Score -547814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -547816.000000 Penalty: 2677.266602
	Iteration 69Q: 3 clusters Score -547816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -547816.562500 Penalty: 2677.266602
	Iteration 70Q: 3 clusters Score -547816.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -547816.437500 Penalty: 2677.266602
	Iteration 71Q: 3 clusters Score -547816.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -547816.625000 Penalty: 2677.266602
	Iteration 72Q: 3 clusters Score -547816.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -547817.562500 Penalty: 2677.266602
	Iteration 73Q: 3 clusters Score -547817.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -547822.375000 Penalty: 2677.266602
	Iteration 74Q: 3 clusters Score -547822.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -547826.312500 Penalty: 2677.266602
	Iteration 75Q: 3 clusters Score -547826.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -547833.125000 Penalty: 2677.266602
	Iteration 76Q: 3 clusters Score -547833.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -547838.000000 Penalty: 2677.266602
	Iteration 77Q: 3 clusters Score -547838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -547839.312500 Penalty: 2677.266602
	Iteration 78Q: 3 clusters Score -547839.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -547839.000000 Penalty: 2677.266602
	Iteration 79Q: 3 clusters Score -547839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -547840.125000 Penalty: 2677.266602
	Iteration 80F: 3 clusters Score -547840.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -547840.437500 Penalty: 2677.266602
	Iteration 81Q: 3 clusters Score -547840.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -547842.062500 Penalty: 2677.266602
	Iteration 82Q: 3 clusters Score -547842.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -547842.375000 Penalty: 2677.266602
	Iteration 83Q: 3 clusters Score -547842.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -547843.187500 Penalty: 2677.266602
	Iteration 84Q: 3 clusters Score -547843.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -547843.187500 Penalty: 2677.266602
	Iteration 85F: 3 clusters Score -547843.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Entering Unmasked Estep 
Score: -146943.375000 Penalty: 1122.021973
	Iteration 0F: 2 clusters Score -146943.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -145486.000000 Penalty: 2244.043945
	Iteration 0F: 3 clusters Score -145486 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -145729.453125 Penalty: 2244.043945
	Iteration 1F: 3 clusters Score -145729.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -145815.265625 Penalty: 2244.043945
	Iteration 2F: 3 clusters Score -145815.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -145864.234375 Penalty: 2244.043945
	Iteration 3Q: 3 clusters Score -145864.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -145893.656250 Penalty: 2244.043945
	Iteration 4Q: 3 clusters Score -145893.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -145902.156250 Penalty: 2244.043945
	Iteration 5Q: 3 clusters Score -145902.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -145908.390625 Penalty: 2244.043945
	Iteration 6Q: 3 clusters Score -145908.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -145917.234375 Penalty: 2244.043945
	Iteration 7Q: 3 clusters Score -145917.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -145922.406250 Penalty: 2244.043945
	Iteration 8Q: 3 clusters Score -145922.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -145926.593750 Penalty: 2244.043945
	Iteration 9Q: 3 clusters Score -145926.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -145929.156250 Penalty: 2244.043945
	Iteration 10Q: 3 clusters Score -145929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -145933.015625 Penalty: 2244.043945
	Iteration 11Q: 3 clusters Score -145933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -145933.750000 Penalty: 2244.043945
	Iteration 12Q: 3 clusters Score -145933.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -145933.750000 Penalty: 2244.043945
	Iteration 13F: 3 clusters Score -145933.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -138749.562500 Penalty: 1142.944824
	Iteration 0F: 2 clusters Score -138749.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -137222.078125 Penalty: 2285.889648
	Iteration 0F: 3 clusters Score -137222.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -137536.437500 Penalty: 2285.889648
	Iteration 1F: 3 clusters Score -137536.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -137647.703125 Penalty: 2285.889648
	Iteration 2F: 3 clusters Score -137647.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -137721.781250 Penalty: 2285.889648
	Iteration 3F: 3 clusters Score -137721.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -137752.625000 Penalty: 2285.889648
	Iteration 4Q: 3 clusters Score -137752.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -137778.781250 Penalty: 2285.889648
	Iteration 5Q: 3 clusters Score -137778.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -137802.796875 Penalty: 2285.889648
	Iteration 6Q: 3 clusters Score -137802.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -137822.265625 Penalty: 2285.889648
	Iteration 7Q: 3 clusters Score -137822.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -137841.093750 Penalty: 2285.889648
	Iteration 8Q: 3 clusters Score -137841.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -137854.187500 Penalty: 2285.889648
	Iteration 9Q: 3 clusters Score -137854.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -137860.843750 Penalty: 2285.889648
	Iteration 10Q: 3 clusters Score -137860.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -137864.796875 Penalty: 2285.889648
	Iteration 11Q: 3 clusters Score -137864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -137865.156250 Penalty: 2285.889648
	Iteration 12Q: 3 clusters Score -137865.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -137866.203125 Penalty: 2285.889648
	Iteration 13Q: 3 clusters Score -137866.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -137867.406250 Penalty: 2285.889648
	Iteration 14Q: 3 clusters Score -137867.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -137871.390625 Penalty: 2285.889648
	Iteration 15Q: 3 clusters Score -137871.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -137878.031250 Penalty: 2285.889648
	Iteration 16Q: 3 clusters Score -137878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -137886.203125 Penalty: 2285.889648
	Iteration 17Q: 3 clusters Score -137886.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -137892.375000 Penalty: 2285.889648
	Iteration 18Q: 3 clusters Score -137892.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -137896.656250 Penalty: 2285.889648
	Iteration 19Q: 3 clusters Score -137896.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -137899.921875 Penalty: 2285.889648
	Iteration 20F: 3 clusters Score -137899.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -137904.046875 Penalty: 2285.889648
	Iteration 21Q: 3 clusters Score -137904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -137911.078125 Penalty: 2285.889648
	Iteration 22Q: 3 clusters Score -137911.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -137919.437500 Penalty: 2285.889648
	Iteration 23Q: 3 clusters Score -137919.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -137927.640625 Penalty: 2285.889648
	Iteration 24Q: 3 clusters Score -137927.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -137935.796875 Penalty: 2285.889648
	Iteration 25Q: 3 clusters Score -137935.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -137938.796875 Penalty: 2285.889648
	Iteration 26Q: 3 clusters Score -137938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -137939.921875 Penalty: 2285.889648
	Iteration 27Q: 3 clusters Score -137939.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -137941.125000 Penalty: 2285.889648
	Iteration 28Q: 3 clusters Score -137941.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -137942.875000 Penalty: 2285.889648
	Iteration 29Q: 3 clusters Score -137942.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -137948.109375 Penalty: 2285.889648
	Iteration 30Q: 3 clusters Score -137948.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -137949.578125 Penalty: 2285.889648
	Iteration 31Q: 3 clusters Score -137949.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -137950.765625 Penalty: 2285.889648
	Iteration 32Q: 3 clusters Score -137950.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -137951.031250 Penalty: 2285.889648
	Iteration 33Q: 3 clusters Score -137951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -137951.031250 Penalty: 2285.889648
	Iteration 34F: 3 clusters Score -137951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (4114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Entering Unmasked Estep 
Score: -625497.562500 Penalty: 1352.349609
	Iteration 0F: 2 clusters Score -625497.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -622083.500000 Penalty: 2704.699219
	Iteration 0F: 3 clusters Score -622083.5 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -623020.062500 Penalty: 2704.699219
	Iteration 1F: 3 clusters Score -623020.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -623159.750000 Penalty: 2704.699219
	Iteration 2F: 3 clusters Score -623159.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -623259.750000 Penalty: 2704.699219
	Iteration 3Q: 3 clusters Score -623259.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -623347.562500 Penalty: 2704.699219
	Iteration 4Q: 3 clusters Score -623347.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -623428.000000 Penalty: 2704.699219
	Iteration 5Q: 3 clusters Score -623428 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -623491.437500 Penalty: 2704.699219
	Iteration 6Q: 3 clusters Score -623491.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -623528.750000 Penalty: 2704.699219
	Iteration 7Q: 3 clusters Score -623528.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -623556.937500 Penalty: 2704.699219
	Iteration 8Q: 3 clusters Score -623556.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -623579.500000 Penalty: 2704.699219
	Iteration 9Q: 3 clusters Score -623579.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -623596.687500 Penalty: 2704.699219
	Iteration 10Q: 3 clusters Score -623596.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -623609.187500 Penalty: 2704.699219
	Iteration 11Q: 3 clusters Score -623609.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -623620.125000 Penalty: 2704.699219
	Iteration 12Q: 3 clusters Score -623620.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -623632.312500 Penalty: 2704.699219
	Iteration 13Q: 3 clusters Score -623632.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -623641.937500 Penalty: 2704.699219
	Iteration 14Q: 3 clusters Score -623641.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -623650.875000 Penalty: 2704.699219
	Iteration 15Q: 3 clusters Score -623650.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -623655.375000 Penalty: 2704.699219
	Iteration 16Q: 3 clusters Score -623655.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -623660.125000 Penalty: 2704.699219
	Iteration 17Q: 3 clusters Score -623660.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -623667.750000 Penalty: 2704.699219
	Iteration 18Q: 3 clusters Score -623667.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -623672.187500 Penalty: 2704.699219
	Iteration 19Q: 3 clusters Score -623672.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -623675.000000 Penalty: 2704.699219
	Iteration 20F: 3 clusters Score -623675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -623677.312500 Penalty: 2704.699219
	Iteration 21Q: 3 clusters Score -623677.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -623680.500000 Penalty: 2704.699219
	Iteration 22Q: 3 clusters Score -623680.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -623685.875000 Penalty: 2704.699219
	Iteration 23Q: 3 clusters Score -623685.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -623691.312500 Penalty: 2704.699219
	Iteration 24Q: 3 clusters Score -623691.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -623697.437500 Penalty: 2704.699219
	Iteration 25Q: 3 clusters Score -623697.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -623699.625000 Penalty: 2704.699219
	Iteration 26Q: 3 clusters Score -623699.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -623703.875000 Penalty: 2704.699219
	Iteration 27Q: 3 clusters Score -623703.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -623706.625000 Penalty: 2704.699219
	Iteration 28Q: 3 clusters Score -623706.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -623708.562500 Penalty: 2704.699219
	Iteration 29Q: 3 clusters Score -623708.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -623711.750000 Penalty: 2704.699219
	Iteration 30Q: 3 clusters Score -623711.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -623713.250000 Penalty: 2704.699219
	Iteration 31Q: 3 clusters Score -623713.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -623716.375000 Penalty: 2704.699219
	Iteration 32Q: 3 clusters Score -623716.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -623720.250000 Penalty: 2704.699219
	Iteration 33Q: 3 clusters Score -623720.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -623722.187500 Penalty: 2704.699219
	Iteration 34Q: 3 clusters Score -623722.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -623724.500000 Penalty: 2704.699219
	Iteration 35Q: 3 clusters Score -623724.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -623727.250000 Penalty: 2704.699219
	Iteration 36Q: 3 clusters Score -623727.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -623729.375000 Penalty: 2704.699219
	Iteration 37Q: 3 clusters Score -623729.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -623730.812500 Penalty: 2704.699219
	Iteration 38Q: 3 clusters Score -623730.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -623734.187500 Penalty: 2704.699219
	Iteration 39Q: 3 clusters Score -623734.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -623735.875000 Penalty: 2704.699219
	Iteration 40F: 3 clusters Score -623735.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -623739.375000 Penalty: 2704.699219
	Iteration 41Q: 3 clusters Score -623739.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -623738.875000 Penalty: 2704.699219
	Iteration 42Q: 3 clusters Score -623738.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -623741.250000 Penalty: 2704.699219
	Iteration 43Q: 3 clusters Score -623741.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -623741.187500 Penalty: 2704.699219
	Iteration 44Q: 3 clusters Score -623741.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -623742.250000 Penalty: 2704.699219
	Iteration 45Q: 3 clusters Score -623742.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -623743.437500 Penalty: 2704.699219
	Iteration 46Q: 3 clusters Score -623743.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -623744.500000 Penalty: 2704.699219
	Iteration 47Q: 3 clusters Score -623744.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -623745.500000 Penalty: 2704.699219
	Iteration 48Q: 3 clusters Score -623745.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -623746.875000 Penalty: 2704.699219
	Iteration 49Q: 3 clusters Score -623746.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -623746.375000 Penalty: 2704.699219
	Iteration 50Q: 3 clusters Score -623746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -623745.562500 Penalty: 2704.699219
	Iteration 51Q: 3 clusters Score -623745.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -623745.562500 Penalty: 2704.699219
	Iteration 52F: 3 clusters Score -623745.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -216106.359375 Penalty: 1203.491699
	Iteration 0F: 2 clusters Score -216106.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -214243.875000 Penalty: 2406.983398
	Iteration 0F: 3 clusters Score -214243.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -214644.703125 Penalty: 2406.983398
	Iteration 1F: 3 clusters Score -214644.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -214755.140625 Penalty: 2406.983398
	Iteration 2F: 3 clusters Score -214755.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -214853.968750 Penalty: 2406.983398
	Iteration 3F: 3 clusters Score -214854 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -214923.171875 Penalty: 2406.983398
	Iteration 4Q: 3 clusters Score -214923.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -214990.890625 Penalty: 2406.983398
	Iteration 5Q: 3 clusters Score -214990.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -215059.437500 Penalty: 2406.983398
	Iteration 6Q: 3 clusters Score -215059.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -215119.937500 Penalty: 2406.983398
	Iteration 7Q: 3 clusters Score -215119.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -215160.296875 Penalty: 2406.983398
	Iteration 8Q: 3 clusters Score -215160.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -215213.703125 Penalty: 2406.983398
	Iteration 9Q: 3 clusters Score -215213.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -215274.125000 Penalty: 2406.983398
	Iteration 10Q: 3 clusters Score -215274.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -215337.296875 Penalty: 2406.983398
	Iteration 11Q: 3 clusters Score -215337.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -215393.671875 Penalty: 2406.983398
	Iteration 12Q: 3 clusters Score -215393.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -215444.328125 Penalty: 2406.983398
	Iteration 13Q: 3 clusters Score -215444.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -215491.234375 Penalty: 2406.983398
	Iteration 14Q: 3 clusters Score -215491.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -215546.968750 Penalty: 2406.983398
	Iteration 15Q: 3 clusters Score -215547 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -215617.250000 Penalty: 2406.983398
	Iteration 16Q: 3 clusters Score -215617.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -215675.656250 Penalty: 2406.983398
	Iteration 17Q: 3 clusters Score -215675.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -215713.593750 Penalty: 2406.983398
	Iteration 18Q: 3 clusters Score -215713.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -215744.406250 Penalty: 2406.983398
	Iteration 19Q: 3 clusters Score -215744.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -215769.406250 Penalty: 2406.983398
	Iteration 20F: 3 clusters Score -215769.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -215788.765625 Penalty: 2406.983398
	Iteration 21Q: 3 clusters Score -215788.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -215799.843750 Penalty: 2406.983398
	Iteration 22Q: 3 clusters Score -215799.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -215806.937500 Penalty: 2406.983398
	Iteration 23Q: 3 clusters Score -215806.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -215815.046875 Penalty: 2406.983398
	Iteration 24Q: 3 clusters Score -215815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -215821.203125 Penalty: 2406.983398
	Iteration 25Q: 3 clusters Score -215821.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -215826.265625 Penalty: 2406.983398
	Iteration 26Q: 3 clusters Score -215826.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -215832.250000 Penalty: 2406.983398
	Iteration 27Q: 3 clusters Score -215832.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -215835.281250 Penalty: 2406.983398
	Iteration 28Q: 3 clusters Score -215835.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -215835.281250 Penalty: 2406.983398
	Iteration 29F: 3 clusters Score -215835.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (13225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Entering Unmasked Estep 
Score: -2009445.250000 Penalty: 1542.102905
	Iteration 0F: 2 clusters Score -2009445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2000395.500000 Penalty: 3084.205811
	Iteration 0F: 3 clusters Score -2000396 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2003594.375000 Penalty: 3084.205811
	Iteration 1F: 3 clusters Score -2003594 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2003839.625000 Penalty: 3084.205811
	Iteration 2F: 3 clusters Score -2003840 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2004045.875000 Penalty: 3084.205811
	Iteration 3Q: 3 clusters Score -2004046 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2004215.750000 Penalty: 3084.205811
	Iteration 4Q: 3 clusters Score -2004216 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2004364.250000 Penalty: 3084.205811
	Iteration 5Q: 3 clusters Score -2004364 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2004530.750000 Penalty: 3084.205811
	Iteration 6Q: 3 clusters Score -2004531 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2004721.250000 Penalty: 3084.205811
	Iteration 7Q: 3 clusters Score -2004721 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2004936.250000 Penalty: 3084.205811
	Iteration 8Q: 3 clusters Score -2004936 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2005178.000000 Penalty: 3084.205811
	Iteration 9Q: 3 clusters Score -2005178 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2005465.250000 Penalty: 3084.205811
	Iteration 10Q: 3 clusters Score -2005465 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2005803.500000 Penalty: 3084.205811
	Iteration 11Q: 3 clusters Score -2005804 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2006085.375000 Penalty: 3084.205811
	Iteration 12Q: 3 clusters Score -2006085 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2006308.250000 Penalty: 3084.205811
	Iteration 13Q: 3 clusters Score -2006308 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2006458.375000 Penalty: 3084.205811
	Iteration 14Q: 3 clusters Score -2006458 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2006549.375000 Penalty: 3084.205811
	Iteration 15Q: 3 clusters Score -2006549 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2006615.875000 Penalty: 3084.205811
	Iteration 16Q: 3 clusters Score -2006616 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2006659.125000 Penalty: 3084.205811
	Iteration 17Q: 3 clusters Score -2006659 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2006695.500000 Penalty: 3084.205811
	Iteration 18Q: 3 clusters Score -2006696 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2006728.000000 Penalty: 3084.205811
	Iteration 19Q: 3 clusters Score -2006728 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2006752.250000 Penalty: 3084.205811
	Iteration 20F: 3 clusters Score -2006752 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2006784.500000 Penalty: 3084.205811
	Iteration 21Q: 3 clusters Score -2006784 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2006813.625000 Penalty: 3084.205811
	Iteration 22Q: 3 clusters Score -2006814 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2006839.375000 Penalty: 3084.205811
	Iteration 23Q: 3 clusters Score -2006839 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2006868.625000 Penalty: 3084.205811
	Iteration 24Q: 3 clusters Score -2006869 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2006891.750000 Penalty: 3084.205811
	Iteration 25Q: 3 clusters Score -2006892 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2006919.250000 Penalty: 3084.205811
	Iteration 26Q: 3 clusters Score -2006919 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2006951.375000 Penalty: 3084.205811
	Iteration 27Q: 3 clusters Score -2006951 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2006987.750000 Penalty: 3084.205811
	Iteration 28Q: 3 clusters Score -2006988 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2007020.625000 Penalty: 3084.205811
	Iteration 29Q: 3 clusters Score -2007021 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2007056.875000 Penalty: 3084.205811
	Iteration 30Q: 3 clusters Score -2007057 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2007093.500000 Penalty: 3084.205811
	Iteration 31Q: 3 clusters Score -2007094 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2007135.375000 Penalty: 3084.205811
	Iteration 32Q: 3 clusters Score -2007135 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2007180.125000 Penalty: 3084.205811
	Iteration 33Q: 3 clusters Score -2007180 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2007238.875000 Penalty: 3084.205811
	Iteration 34Q: 3 clusters Score -2007239 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2007289.875000 Penalty: 3084.205811
	Iteration 35Q: 3 clusters Score -2007290 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2007354.750000 Penalty: 3084.205811
	Iteration 36Q: 3 clusters Score -2007355 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2007400.250000 Penalty: 3084.205811
	Iteration 37Q: 3 clusters Score -2007400 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2007440.625000 Penalty: 3084.205811
	Iteration 38Q: 3 clusters Score -2007441 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2007492.625000 Penalty: 3084.205811
	Iteration 39Q: 3 clusters Score -2007493 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2007551.875000 Penalty: 3084.205811
	Iteration 40F: 3 clusters Score -2007552 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2007611.375000 Penalty: 3084.205811
	Iteration 41Q: 3 clusters Score -2007611 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2007681.500000 Penalty: 3084.205811
	Iteration 42Q: 3 clusters Score -2007682 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2007778.375000 Penalty: 3084.205811
	Iteration 43Q: 3 clusters Score -2007778 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2007879.000000 Penalty: 3084.205811
	Iteration 44Q: 3 clusters Score -2007879 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2007974.625000 Penalty: 3084.205811
	Iteration 45Q: 3 clusters Score -2007975 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2008040.500000 Penalty: 3084.205811
	Iteration 46Q: 3 clusters Score -2008040 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2008090.875000 Penalty: 3084.205811
	Iteration 47Q: 3 clusters Score -2008091 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2008137.250000 Penalty: 3084.205811
	Iteration 48Q: 3 clusters Score -2008137 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2008172.500000 Penalty: 3084.205811
	Iteration 49Q: 3 clusters Score -2008172 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2008212.125000 Penalty: 3084.205811
	Iteration 50Q: 3 clusters Score -2008212 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2008250.875000 Penalty: 3084.205811
	Iteration 51Q: 3 clusters Score -2008251 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2008266.375000 Penalty: 3084.205811
	Iteration 52Q: 3 clusters Score -2008266 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2008293.875000 Penalty: 3084.205811
	Iteration 53Q: 3 clusters Score -2008294 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2008312.125000 Penalty: 3084.205811
	Iteration 54Q: 3 clusters Score -2008312 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2008329.875000 Penalty: 3084.205811
	Iteration 55Q: 3 clusters Score -2008330 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2008347.625000 Penalty: 3084.205811
	Iteration 56Q: 3 clusters Score -2008348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2008350.000000 Penalty: 3084.205811
	Iteration 57Q: 3 clusters Score -2008350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2008362.875000 Penalty: 3084.205811
	Iteration 58Q: 3 clusters Score -2008363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2008371.875000 Penalty: 3084.205811
	Iteration 59Q: 3 clusters Score -2008372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2008383.000000 Penalty: 3084.205811
	Iteration 60F: 3 clusters Score -2008383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2008385.625000 Penalty: 3084.205811
	Iteration 61Q: 3 clusters Score -2008386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2008381.625000 Penalty: 3084.205811
	Iteration 62Q: 3 clusters Score -2008382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2008381.125000 Penalty: 3084.205811
	Iteration 63Q: 3 clusters Score -2008381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2008376.875000 Penalty: 3084.205811
	Iteration 64Q: 3 clusters Score -2008377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2008378.375000 Penalty: 3084.205811
	Iteration 65Q: 3 clusters Score -2008378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2008379.750000 Penalty: 3084.205811
	Iteration 66Q: 3 clusters Score -2008380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2008380.625000 Penalty: 3084.205811
	Iteration 67Q: 3 clusters Score -2008381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2008377.500000 Penalty: 3084.205811
	Iteration 68Q: 3 clusters Score -2008378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2008378.500000 Penalty: 3084.205811
	Iteration 69Q: 3 clusters Score -2008378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2008378.875000 Penalty: 3084.205811
	Iteration 70Q: 3 clusters Score -2008379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2008382.500000 Penalty: 3084.205811
	Iteration 71Q: 3 clusters Score -2008382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2008382.125000 Penalty: 3084.205811
	Iteration 72Q: 3 clusters Score -2008382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2008379.750000 Penalty: 3084.205811
	Iteration 73Q: 3 clusters Score -2008380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2008379.000000 Penalty: 3084.205811
	Iteration 74Q: 3 clusters Score -2008379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2008378.625000 Penalty: 3084.205811
	Iteration 75Q: 3 clusters Score -2008379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2008377.875000 Penalty: 3084.205811
	Iteration 76Q: 3 clusters Score -2008378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2008377.250000 Penalty: 3084.205811
	Iteration 77Q: 3 clusters Score -2008377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2008374.375000 Penalty: 3084.205811
	Iteration 78Q: 3 clusters Score -2008374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2008375.000000 Penalty: 3084.205811
	Iteration 79Q: 3 clusters Score -2008375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2008375.000000 Penalty: 3084.205811
	Iteration 80F: 3 clusters Score -2008375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (3729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Entering Unmasked Estep 
Score: -565996.625000 Penalty: 1336.382935
	Iteration 0F: 2 clusters Score -565996.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -562817.375000 Penalty: 2672.765869
	Iteration 0F: 3 clusters Score -562817.4 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -563601.625000 Penalty: 2672.765869
	Iteration 1F: 3 clusters Score -563601.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -563744.875000 Penalty: 2672.765869
	Iteration 2F: 3 clusters Score -563744.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -563831.500000 Penalty: 2672.765869
	Iteration 3Q: 3 clusters Score -563831.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -563885.562500 Penalty: 2672.765869
	Iteration 4Q: 3 clusters Score -563885.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -563927.250000 Penalty: 2672.765869
	Iteration 5Q: 3 clusters Score -563927.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -563949.812500 Penalty: 2672.765869
	Iteration 6Q: 3 clusters Score -563949.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -563972.625000 Penalty: 2672.765869
	Iteration 7Q: 3 clusters Score -563972.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -563985.812500 Penalty: 2672.765869
	Iteration 8Q: 3 clusters Score -563985.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -564003.250000 Penalty: 2672.765869
	Iteration 9Q: 3 clusters Score -564003.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -564024.687500 Penalty: 2672.765869
	Iteration 10Q: 3 clusters Score -564024.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -564043.250000 Penalty: 2672.765869
	Iteration 11Q: 3 clusters Score -564043.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -564066.187500 Penalty: 2672.765869
	Iteration 12Q: 3 clusters Score -564066.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -564085.125000 Penalty: 2672.765869
	Iteration 13Q: 3 clusters Score -564085.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -564112.000000 Penalty: 2672.765869
	Iteration 14Q: 3 clusters Score -564112 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -564138.625000 Penalty: 2672.765869
	Iteration 15Q: 3 clusters Score -564138.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -564164.687500 Penalty: 2672.765869
	Iteration 16Q: 3 clusters Score -564164.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -564191.187500 Penalty: 2672.765869
	Iteration 17Q: 3 clusters Score -564191.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -564218.375000 Penalty: 2672.765869
	Iteration 18Q: 3 clusters Score -564218.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -564238.375000 Penalty: 2672.765869
	Iteration 19Q: 3 clusters Score -564238.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -564257.812500 Penalty: 2672.765869
	Iteration 20F: 3 clusters Score -564257.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -564272.187500 Penalty: 2672.765869
	Iteration 21Q: 3 clusters Score -564272.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -564288.312500 Penalty: 2672.765869
	Iteration 22Q: 3 clusters Score -564288.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -564305.562500 Penalty: 2672.765869
	Iteration 23Q: 3 clusters Score -564305.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -564325.812500 Penalty: 2672.765869
	Iteration 24Q: 3 clusters Score -564325.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -564350.687500 Penalty: 2672.765869
	Iteration 25Q: 3 clusters Score -564350.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -564378.187500 Penalty: 2672.765869
	Iteration 26Q: 3 clusters Score -564378.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -564416.250000 Penalty: 2672.765869
	Iteration 27Q: 3 clusters Score -564416.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -564453.750000 Penalty: 2672.765869
	Iteration 28Q: 3 clusters Score -564453.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -564493.312500 Penalty: 2672.765869
	Iteration 29Q: 3 clusters Score -564493.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -564528.812500 Penalty: 2672.765869
	Iteration 30Q: 3 clusters Score -564528.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -564579.875000 Penalty: 2672.765869
	Iteration 31Q: 3 clusters Score -564579.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -564618.625000 Penalty: 2672.765869
	Iteration 32Q: 3 clusters Score -564618.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -564650.750000 Penalty: 2672.765869
	Iteration 33Q: 3 clusters Score -564650.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -564682.562500 Penalty: 2672.765869
	Iteration 34Q: 3 clusters Score -564682.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -564706.812500 Penalty: 2672.765869
	Iteration 35Q: 3 clusters Score -564706.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -564730.500000 Penalty: 2672.765869
	Iteration 36Q: 3 clusters Score -564730.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -564743.937500 Penalty: 2672.765869
	Iteration 37Q: 3 clusters Score -564743.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -564755.750000 Penalty: 2672.765869
	Iteration 38Q: 3 clusters Score -564755.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -564764.937500 Penalty: 2672.765869
	Iteration 39Q: 3 clusters Score -564764.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -564779.687500 Penalty: 2672.765869
	Iteration 40F: 3 clusters Score -564779.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -564783.062500 Penalty: 2672.765869
	Iteration 41Q: 3 clusters Score -564783.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -564789.437500 Penalty: 2672.765869
	Iteration 42Q: 3 clusters Score -564789.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -564791.187500 Penalty: 2672.765869
	Iteration 43Q: 3 clusters Score -564791.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -564796.625000 Penalty: 2672.765869
	Iteration 44Q: 3 clusters Score -564796.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -564798.625000 Penalty: 2672.765869
	Iteration 45Q: 3 clusters Score -564798.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -564802.062500 Penalty: 2672.765869
	Iteration 46Q: 3 clusters Score -564802.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -564808.437500 Penalty: 2672.765869
	Iteration 47Q: 3 clusters Score -564808.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -564817.812500 Penalty: 2672.765869
	Iteration 48Q: 3 clusters Score -564817.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -564822.750000 Penalty: 2672.765869
	Iteration 49Q: 3 clusters Score -564822.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -564824.562500 Penalty: 2672.765869
	Iteration 50Q: 3 clusters Score -564824.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -564824.562500 Penalty: 2672.765869
	Iteration 51Q: 3 clusters Score -564824.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -564824.562500 Penalty: 2672.765869
	Iteration 52F: 3 clusters Score -564824.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (19136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Entering Unmasked Estep 
Score: -2928771.000000 Penalty: 1602.140503
	Iteration 0F: 2 clusters Score -2928771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2916765.500000 Penalty: 3204.281006
	Iteration 0F: 3 clusters Score -2916766 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2921646.000000 Penalty: 3204.281006
	Iteration 1F: 3 clusters Score -2921646 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2922113.750000 Penalty: 3204.281006
	Iteration 2F: 3 clusters Score -2922114 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2922568.250000 Penalty: 3204.281006
	Iteration 3F: 3 clusters Score -2922568 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2922992.000000 Penalty: 3204.281006
	Iteration 4F: 3 clusters Score -2922992 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2923342.250000 Penalty: 3204.281006
	Iteration 5F: 3 clusters Score -2923342 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2923652.250000 Penalty: 3204.281006
	Iteration 6F: 3 clusters Score -2923652 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2923905.250000 Penalty: 3204.281006
	Iteration 7Q: 3 clusters Score -2923905 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2924088.250000 Penalty: 3204.281006
	Iteration 8Q: 3 clusters Score -2924088 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2924348.500000 Penalty: 3204.281006
	Iteration 9Q: 3 clusters Score -2924348 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2924733.000000 Penalty: 3204.281006
	Iteration 10Q: 3 clusters Score -2924733 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2925162.250000 Penalty: 3204.281006
	Iteration 11Q: 3 clusters Score -2925162 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2925573.750000 Penalty: 3204.281006
	Iteration 12Q: 3 clusters Score -2925574 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2925933.750000 Penalty: 3204.281006
	Iteration 13Q: 3 clusters Score -2925934 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2926162.500000 Penalty: 3204.281006
	Iteration 14Q: 3 clusters Score -2926162 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2926326.750000 Penalty: 3204.281006
	Iteration 15Q: 3 clusters Score -2926327 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2926434.750000 Penalty: 3204.281006
	Iteration 16Q: 3 clusters Score -2926435 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2926521.750000 Penalty: 3204.281006
	Iteration 17Q: 3 clusters Score -2926522 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2926606.500000 Penalty: 3204.281006
	Iteration 18Q: 3 clusters Score -2926606 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2926684.250000 Penalty: 3204.281006
	Iteration 19Q: 3 clusters Score -2926684 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2926738.500000 Penalty: 3204.281006
	Iteration 20F: 3 clusters Score -2926738 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2926789.000000 Penalty: 3204.281006
	Iteration 21Q: 3 clusters Score -2926789 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2926821.250000 Penalty: 3204.281006
	Iteration 22Q: 3 clusters Score -2926821 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2926855.250000 Penalty: 3204.281006
	Iteration 23Q: 3 clusters Score -2926855 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2926874.250000 Penalty: 3204.281006
	Iteration 24Q: 3 clusters Score -2926874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2926900.750000 Penalty: 3204.281006
	Iteration 25Q: 3 clusters Score -2926901 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2926936.000000 Penalty: 3204.281006
	Iteration 26Q: 3 clusters Score -2926936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2926952.000000 Penalty: 3204.281006
	Iteration 27Q: 3 clusters Score -2926952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2926978.750000 Penalty: 3204.281006
	Iteration 28Q: 3 clusters Score -2926979 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2927007.500000 Penalty: 3204.281006
	Iteration 29Q: 3 clusters Score -2927008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2927017.750000 Penalty: 3204.281006
	Iteration 30Q: 3 clusters Score -2927018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2927039.750000 Penalty: 3204.281006
	Iteration 31Q: 3 clusters Score -2927040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2927056.000000 Penalty: 3204.281006
	Iteration 32Q: 3 clusters Score -2927056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2927080.750000 Penalty: 3204.281006
	Iteration 33Q: 3 clusters Score -2927081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2927091.500000 Penalty: 3204.281006
	Iteration 34Q: 3 clusters Score -2927092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2927108.500000 Penalty: 3204.281006
	Iteration 35Q: 3 clusters Score -2927108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2927119.750000 Penalty: 3204.281006
	Iteration 36Q: 3 clusters Score -2927120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2927133.250000 Penalty: 3204.281006
	Iteration 37Q: 3 clusters Score -2927133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2927144.000000 Penalty: 3204.281006
	Iteration 38Q: 3 clusters Score -2927144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2927157.500000 Penalty: 3204.281006
	Iteration 39Q: 3 clusters Score -2927158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2927171.250000 Penalty: 3204.281006
	Iteration 40F: 3 clusters Score -2927171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2927183.000000 Penalty: 3204.281006
	Iteration 41Q: 3 clusters Score -2927183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2927184.750000 Penalty: 3204.281006
	Iteration 42Q: 3 clusters Score -2927185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2927183.500000 Penalty: 3204.281006
	Iteration 43Q: 3 clusters Score -2927184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2927182.750000 Penalty: 3204.281006
	Iteration 44Q: 3 clusters Score -2927183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2927186.750000 Penalty: 3204.281006
	Iteration 45Q: 3 clusters Score -2927187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2927195.750000 Penalty: 3204.281006
	Iteration 46Q: 3 clusters Score -2927196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2927201.250000 Penalty: 3204.281006
	Iteration 47Q: 3 clusters Score -2927201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2927203.250000 Penalty: 3204.281006
	Iteration 48Q: 3 clusters Score -2927203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2927209.750000 Penalty: 3204.281006
	Iteration 49Q: 3 clusters Score -2927210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2927221.750000 Penalty: 3204.281006
	Iteration 50Q: 3 clusters Score -2927222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2927219.250000 Penalty: 3204.281006
	Iteration 51Q: 3 clusters Score -2927219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2927223.500000 Penalty: 3204.281006
	Iteration 52Q: 3 clusters Score -2927224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2927230.250000 Penalty: 3204.281006
	Iteration 53Q: 3 clusters Score -2927230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2927232.250000 Penalty: 3204.281006
	Iteration 54Q: 3 clusters Score -2927232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2927235.250000 Penalty: 3204.281006
	Iteration 55Q: 3 clusters Score -2927235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2927234.000000 Penalty: 3204.281006
	Iteration 56Q: 3 clusters Score -2927234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2927244.000000 Penalty: 3204.281006
	Iteration 57Q: 3 clusters Score -2927244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2927240.500000 Penalty: 3204.281006
	Iteration 58Q: 3 clusters Score -2927240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2927243.750000 Penalty: 3204.281006
	Iteration 59Q: 3 clusters Score -2927244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2927252.500000 Penalty: 3204.281006
	Iteration 60F: 3 clusters Score -2927252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2927251.000000 Penalty: 3204.281006
	Iteration 61Q: 3 clusters Score -2927251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2927251.000000 Penalty: 3204.281006
	Iteration 62F: 3 clusters Score -2927251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8280 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25977 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13641 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6731 members 
Mstep: Class 37 contains 9629 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4983 members 
Mstep: Class 45 contains 14785 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20478 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13729 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21586 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19694 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13225 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932704.000000 Penalty: 183801.937500
Iteration 239Q: 86 clusters Score -8.59327e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10484 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8278 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25940 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9426 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13624 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6729 members 
Mstep: Class 37 contains 9628 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4984 members 
Mstep: Class 45 contains 14792 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20491 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13723 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21591 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13264 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932744.000000 Penalty: 183801.937500
Iteration 240F: 86 clusters Score -8.593274e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10483 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8279 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25900 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9426 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13605 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6727 members 
Mstep: Class 37 contains 9630 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4984 members 
Mstep: Class 45 contains 14796 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20501 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13715 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21604 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13307 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932720.000000 Penalty: 183801.937500
Iteration 241Q: 86 clusters Score -8.593272e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10483 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8281 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25849 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13944 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13587 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6727 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4987 members 
Mstep: Class 45 contains 14802 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20510 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13709 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21620 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13346 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932712.000000 Penalty: 183801.937500
Iteration 242Q: 86 clusters Score -8.593271e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10483 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8279 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25814 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13575 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6727 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4985 members 
Mstep: Class 45 contains 14807 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20514 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13703 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21620 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13393 members 
Mstep: Class 84 contains 3729 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932824.000000 Penalty: 183801.937500
Iteration 243Q: 86 clusters Score -8.593282e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10483 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8278 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25769 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13558 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6726 members 
Mstep: Class 37 contains 9632 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4984 members 
Mstep: Class 45 contains 14813 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20521 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13700 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21617 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13449 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932864.000000 Penalty: 183801.937500
Iteration 244Q: 86 clusters Score -8.593286e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10482 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8278 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25710 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13545 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6724 members 
Mstep: Class 37 contains 9632 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4984 members 
Mstep: Class 45 contains 14813 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20525 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13697 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21627 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13515 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932712.000000 Penalty: 183801.937500
Iteration 245Q: 86 clusters Score -8.593271e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10480 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8279 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25665 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13536 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6722 members 
Mstep: Class 37 contains 9633 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4985 members 
Mstep: Class 45 contains 14811 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20533 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13691 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21622 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13573 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932640.000000 Penalty: 183801.937500
Iteration 246Q: 86 clusters Score -8.593264e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10477 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8278 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25624 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9429 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13526 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6720 members 
Mstep: Class 37 contains 9637 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28974 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4986 members 
Mstep: Class 45 contains 14810 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20538 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11841 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13687 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21618 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13630 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932616.000000 Penalty: 183801.937500
Iteration 247Q: 86 clusters Score -8.593262e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10470 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31432 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8278 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25570 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9429 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13515 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6717 members 
Mstep: Class 37 contains 9648 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28974 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4987 members 
Mstep: Class 45 contains 14816 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20539 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11840 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13686 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21625 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13684 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932624.000000 Penalty: 183801.937500
Iteration 248Q: 86 clusters Score -8.593262e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31430 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8280 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25513 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4946 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9429 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13505 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6715 members 
Mstep: Class 37 contains 9653 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4987 members 
Mstep: Class 45 contains 14822 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20530 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13683 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21627 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13756 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932688.000000 Penalty: 183801.937500
Iteration 249Q: 86 clusters Score -8.593269e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8282 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25438 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4946 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9429 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13495 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6714 members 
Mstep: Class 37 contains 9658 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4989 members 
Mstep: Class 45 contains 14835 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20531 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2481 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13679 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21634 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4114 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13823 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932704.000000 Penalty: 183801.937500
Iteration 250Q: 86 clusters Score -8.59327e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31428 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8281 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25393 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4946 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9429 members 
Mstep: Class 29 contains 14705 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13484 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6711 members 
Mstep: Class 37 contains 9661 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14839 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20540 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13679 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21636 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19694 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1134 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13864 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932632.000000 Penalty: 183801.937500
Iteration 251Q: 86 clusters Score -8.593263e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31428 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8282 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25347 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4946 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9426 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13477 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6708 members 
Mstep: Class 37 contains 9660 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14848 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20548 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13675 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21642 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19694 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1135 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13907 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932648.000000 Penalty: 183801.937500
Iteration 252Q: 86 clusters Score -8.593265e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31428 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8283 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25305 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4946 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9426 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13472 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6705 members 
Mstep: Class 37 contains 9660 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14855 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20558 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13670 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21640 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19694 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13951 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932744.000000 Penalty: 183801.937500
Iteration 253Q: 86 clusters Score -8.593274e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31428 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8281 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25269 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4946 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9426 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13463 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6705 members 
Mstep: Class 37 contains 9658 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4989 members 
Mstep: Class 45 contains 14862 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20568 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13667 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21639 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 13993 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932656.000000 Penalty: 183801.937500
Iteration 254Q: 86 clusters Score -8.593266e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31428 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8280 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25227 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4946 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13456 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6702 members 
Mstep: Class 37 contains 9658 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14859 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20584 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13659 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21635 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 14046 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932696.000000 Penalty: 183801.937500
Iteration 255Q: 86 clusters Score -8.59327e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31428 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8280 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25198 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4946 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9430 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13451 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6700 members 
Mstep: Class 37 contains 9659 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14852 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20585 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13657 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21629 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 14096 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932632.000000 Penalty: 183801.937500
Iteration 256Q: 86 clusters Score -8.593263e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31428 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8281 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25170 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4946 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9430 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13442 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6700 members 
Mstep: Class 37 contains 9659 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14847 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20597 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13654 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21629 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 14129 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932600.000000 Penalty: 183801.937500
Iteration 257Q: 86 clusters Score -8.59326e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31428 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8282 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25134 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4946 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9430 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13439 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6698 members 
Mstep: Class 37 contains 9655 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14850 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20607 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13650 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21622 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 14173 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932616.000000 Penalty: 183801.937500
Iteration 258Q: 86 clusters Score -8.593262e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31428 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8282 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25097 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4946 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9430 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13437 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6695 members 
Mstep: Class 37 contains 9657 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4989 members 
Mstep: Class 45 contains 14856 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20612 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13648 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21626 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 14206 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932616.000000 Penalty: 183801.937500
Iteration 259Q: 86 clusters Score -8.593262e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31428 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8282 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25050 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9430 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13431 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6694 members 
Mstep: Class 37 contains 9657 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4989 members 
Mstep: Class 45 contains 14859 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20628 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13647 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21625 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19694 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 14244 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932528.000000 Penalty: 183801.937500
Iteration 260F: 86 clusters Score -8.593253e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31428 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8281 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24989 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4948 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9430 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13424 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6693 members 
Mstep: Class 37 contains 9656 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4989 members 
Mstep: Class 45 contains 14859 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20645 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13644 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21627 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 14296 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932552.000000 Penalty: 183801.937500
Iteration 261Q: 86 clusters Score -8.593255e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31428 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8280 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24948 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9429 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13415 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6691 members 
Mstep: Class 37 contains 9657 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14854 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20656 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13637 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21626 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 14352 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932472.000000 Penalty: 183801.937500
Iteration 262Q: 86 clusters Score -8.593247e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8280 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24904 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13410 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6689 members 
Mstep: Class 37 contains 9657 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14848 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20661 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13632 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21624 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 14413 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932392.000000 Penalty: 183801.937500
Iteration 263Q: 86 clusters Score -8.593239e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8279 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24867 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13402 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6689 members 
Mstep: Class 37 contains 9653 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14847 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20674 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13629 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21616 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 14467 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932432.000000 Penalty: 183801.937500
Iteration 264Q: 86 clusters Score -8.593243e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8277 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24812 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13391 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6686 members 
Mstep: Class 37 contains 9653 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14847 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20690 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13627 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21616 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 14522 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932480.000000 Penalty: 183801.937500
Iteration 265Q: 86 clusters Score -8.593248e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8275 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24765 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13384 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6685 members 
Mstep: Class 37 contains 9653 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14850 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20713 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13624 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21602 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19694 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 14574 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932480.000000 Penalty: 183801.937500
Iteration 266Q: 86 clusters Score -8.593248e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8274 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24700 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13376 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6684 members 
Mstep: Class 37 contains 9653 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14850 members 
Mstep: Class 46 contains 14293 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20732 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13615 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21587 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19694 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 14651 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932408.000000 Penalty: 183801.937500
Iteration 267Q: 86 clusters Score -8.593241e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8273 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24647 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14703 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 13369 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6684 members 
Mstep: Class 37 contains 9651 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4989 members 
Mstep: Class 45 contains 14850 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20756 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13606 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21583 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 14706 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932480.000000 Penalty: 183801.937500
Iteration 268Q: 86 clusters Score -8.593248e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8277 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24592 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14703 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13361 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6685 members 
Mstep: Class 37 contains 9650 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4987 members 
Mstep: Class 45 contains 14854 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20775 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13596 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21575 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 14764 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932424.000000 Penalty: 183801.937500
Iteration 269Q: 86 clusters Score -8.593242e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8275 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24532 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9430 members 
Mstep: Class 29 contains 14703 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13352 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6686 members 
Mstep: Class 37 contains 9649 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4987 members 
Mstep: Class 45 contains 14853 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20785 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13592 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21562 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 14842 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932360.000000 Penalty: 183801.937500
Iteration 270Q: 86 clusters Score -8.593236e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8272 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24451 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14703 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13346 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6686 members 
Mstep: Class 37 contains 9649 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4987 members 
Mstep: Class 45 contains 14862 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20813 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13584 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21543 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 14925 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932336.000000 Penalty: 183801.937500
Iteration 271Q: 86 clusters Score -8.593234e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8272 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24352 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14703 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13340 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6686 members 
Mstep: Class 37 contains 9653 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28978 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4987 members 
Mstep: Class 45 contains 14863 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20826 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13578 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21525 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 15033 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932336.000000 Penalty: 183801.937500
Iteration 272Q: 86 clusters Score -8.593234e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8268 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24260 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13335 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6685 members 
Mstep: Class 37 contains 9654 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28977 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4987 members 
Mstep: Class 45 contains 14875 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20836 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13576 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21508 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19694 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 15134 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932408.000000 Penalty: 183801.937500
Iteration 273Q: 86 clusters Score -8.593241e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31429 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8263 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24182 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13330 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6685 members 
Mstep: Class 37 contains 9652 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28976 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4988 members 
Mstep: Class 45 contains 14885 members 
Mstep: Class 46 contains 14296 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20843 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11840 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13567 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21488 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19694 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 15241 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932496.000000 Penalty: 183801.937500
Iteration 274Q: 86 clusters Score -8.59325e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31430 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8258 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24104 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13330 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6685 members 
Mstep: Class 37 contains 9653 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28976 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14887 members 
Mstep: Class 46 contains 14296 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20849 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13560 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 790 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21461 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 15351 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932528.000000 Penalty: 183801.937500
Iteration 275Q: 86 clusters Score -8.593253e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31427 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8255 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24031 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13329 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6683 members 
Mstep: Class 37 contains 9652 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28979 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14886 members 
Mstep: Class 46 contains 14296 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20843 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11839 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13555 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 790 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21445 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 15456 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932712.000000 Penalty: 183801.937500
Iteration 276Q: 86 clusters Score -8.593271e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31425 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8248 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23965 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13328 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6682 members 
Mstep: Class 37 contains 9650 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28982 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4992 members 
Mstep: Class 45 contains 14894 members 
Mstep: Class 46 contains 14297 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20850 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13548 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 790 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21431 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19694 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 15539 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932784.000000 Penalty: 183801.937500
Iteration 277Q: 86 clusters Score -8.593278e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31424 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8243 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23882 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13328 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6682 members 
Mstep: Class 37 contains 9649 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28984 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14902 members 
Mstep: Class 46 contains 14297 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20850 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13543 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 790 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21429 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 15631 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932752.000000 Penalty: 183801.937500
Iteration 278Q: 86 clusters Score -8.593275e+07 nChanged 239
Entering ConstructFrom: 
Score: -85932752.000000 Penalty: 183801.937500
Entering ConstructFrom: 
Trying to split cluster 1 (8788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Entering Unmasked Estep 
Score: -1304504.375000 Penalty: 1475.685669
	Iteration 0F: 2 clusters Score -1304504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1298125.875000 Penalty: 2951.371338
	Iteration 0F: 3 clusters Score -1298126 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1300115.750000 Penalty: 2951.371338
	Iteration 1F: 3 clusters Score -1300116 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1300326.125000 Penalty: 2951.371338
	Iteration 2F: 3 clusters Score -1300326 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1300496.750000 Penalty: 2951.371338
	Iteration 3F: 3 clusters Score -1300497 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1300639.250000 Penalty: 2951.371338
	Iteration 4Q: 3 clusters Score -1300639 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1300763.500000 Penalty: 2951.371338
	Iteration 5Q: 3 clusters Score -1300764 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1300875.125000 Penalty: 2951.371338
	Iteration 6Q: 3 clusters Score -1300875 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1300981.875000 Penalty: 2951.371338
	Iteration 7Q: 3 clusters Score -1300982 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1301095.000000 Penalty: 2951.371338
	Iteration 8Q: 3 clusters Score -1301095 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1301244.875000 Penalty: 2951.371338
	Iteration 9Q: 3 clusters Score -1301245 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1301417.625000 Penalty: 2951.371338
	Iteration 10Q: 3 clusters Score -1301418 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1301621.000000 Penalty: 2951.371338
	Iteration 11Q: 3 clusters Score -1301621 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1301844.875000 Penalty: 2951.371338
	Iteration 12Q: 3 clusters Score -1301845 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1302077.500000 Penalty: 2951.371338
	Iteration 13Q: 3 clusters Score -1302078 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1302290.375000 Penalty: 2951.371338
	Iteration 14Q: 3 clusters Score -1302290 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1302494.500000 Penalty: 2951.371338
	Iteration 15Q: 3 clusters Score -1302494 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1302662.625000 Penalty: 2951.371338
	Iteration 16Q: 3 clusters Score -1302663 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1302787.500000 Penalty: 2951.371338
	Iteration 17Q: 3 clusters Score -1302788 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1302869.625000 Penalty: 2951.371338
	Iteration 18Q: 3 clusters Score -1302870 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1302924.875000 Penalty: 2951.371338
	Iteration 19Q: 3 clusters Score -1302925 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1302980.500000 Penalty: 2951.371338
	Iteration 20F: 3 clusters Score -1302980 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1303023.750000 Penalty: 2951.371338
	Iteration 21Q: 3 clusters Score -1303024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1303057.250000 Penalty: 2951.371338
	Iteration 22Q: 3 clusters Score -1303057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1303082.000000 Penalty: 2951.371338
	Iteration 23Q: 3 clusters Score -1303082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1303108.750000 Penalty: 2951.371338
	Iteration 24Q: 3 clusters Score -1303109 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1303136.375000 Penalty: 2951.371338
	Iteration 25Q: 3 clusters Score -1303136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1303151.875000 Penalty: 2951.371338
	Iteration 26Q: 3 clusters Score -1303152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1303165.625000 Penalty: 2951.371338
	Iteration 27Q: 3 clusters Score -1303166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1303173.250000 Penalty: 2951.371338
	Iteration 28Q: 3 clusters Score -1303173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1303176.875000 Penalty: 2951.371338
	Iteration 29Q: 3 clusters Score -1303177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1303181.125000 Penalty: 2951.371338
	Iteration 30Q: 3 clusters Score -1303181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1303186.500000 Penalty: 2951.371338
	Iteration 31Q: 3 clusters Score -1303186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1303193.125000 Penalty: 2951.371338
	Iteration 32Q: 3 clusters Score -1303193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1303197.500000 Penalty: 2951.371338
	Iteration 33Q: 3 clusters Score -1303198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1303196.750000 Penalty: 2951.371338
	Iteration 34Q: 3 clusters Score -1303197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1303199.250000 Penalty: 2951.371338
	Iteration 35Q: 3 clusters Score -1303199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1303199.500000 Penalty: 2951.371338
	Iteration 36Q: 3 clusters Score -1303200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1303204.125000 Penalty: 2951.371338
	Iteration 37Q: 3 clusters Score -1303204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1303204.625000 Penalty: 2951.371338
	Iteration 38Q: 3 clusters Score -1303205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1303207.000000 Penalty: 2951.371338
	Iteration 39Q: 3 clusters Score -1303207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1303207.625000 Penalty: 2951.371338
	Iteration 40F: 3 clusters Score -1303208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1303207.500000 Penalty: 2951.371338
	Iteration 41Q: 3 clusters Score -1303208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1303207.500000 Penalty: 2951.371338
	Iteration 42F: 3 clusters Score -1303208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Entering Unmasked Estep 
Score: -1620836.875000 Penalty: 1555.652466
	Iteration 0F: 2 clusters Score -1620837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1610920.125000 Penalty: 3111.304932
	Iteration 0F: 3 clusters Score -1610920 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1614629.500000 Penalty: 3111.304932
	Iteration 1F: 3 clusters Score -1614630 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1615366.750000 Penalty: 3111.304932
	Iteration 2F: 3 clusters Score -1615367 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1616134.125000 Penalty: 3111.304932
	Iteration 3F: 3 clusters Score -1616134 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1616947.625000 Penalty: 3111.304932
	Iteration 4F: 3 clusters Score -1616948 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1617675.875000 Penalty: 3111.304932
	Iteration 5F: 3 clusters Score -1617676 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1618378.250000 Penalty: 3111.304932
	Iteration 6F: 3 clusters Score -1618378 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1618962.250000 Penalty: 3111.304932
	Iteration 7Q: 3 clusters Score -1618962 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1619395.625000 Penalty: 3111.304932
	Iteration 8Q: 3 clusters Score -1619396 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1619627.125000 Penalty: 3111.304932
	Iteration 9Q: 3 clusters Score -1619627 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1619735.375000 Penalty: 3111.304932
	Iteration 10Q: 3 clusters Score -1619735 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1619783.250000 Penalty: 3111.304932
	Iteration 11Q: 3 clusters Score -1619783 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1619811.750000 Penalty: 3111.304932
	Iteration 12Q: 3 clusters Score -1619812 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1619831.875000 Penalty: 3111.304932
	Iteration 13Q: 3 clusters Score -1619832 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1619854.375000 Penalty: 3111.304932
	Iteration 14Q: 3 clusters Score -1619854 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1619865.375000 Penalty: 3111.304932
	Iteration 15Q: 3 clusters Score -1619865 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1619879.000000 Penalty: 3111.304932
	Iteration 16Q: 3 clusters Score -1619879 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1619889.000000 Penalty: 3111.304932
	Iteration 17Q: 3 clusters Score -1619889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1619894.125000 Penalty: 3111.304932
	Iteration 18Q: 3 clusters Score -1619894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1619900.875000 Penalty: 3111.304932
	Iteration 19Q: 3 clusters Score -1619901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1619914.500000 Penalty: 3111.304932
	Iteration 20F: 3 clusters Score -1619914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1619926.500000 Penalty: 3111.304932
	Iteration 21Q: 3 clusters Score -1619926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1619936.375000 Penalty: 3111.304932
	Iteration 22Q: 3 clusters Score -1619936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1619941.625000 Penalty: 3111.304932
	Iteration 23Q: 3 clusters Score -1619942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1619947.375000 Penalty: 3111.304932
	Iteration 24Q: 3 clusters Score -1619947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1619955.000000 Penalty: 3111.304932
	Iteration 25Q: 3 clusters Score -1619955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1619958.375000 Penalty: 3111.304932
	Iteration 26Q: 3 clusters Score -1619958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1619958.625000 Penalty: 3111.304932
	Iteration 27Q: 3 clusters Score -1619959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1619965.250000 Penalty: 3111.304932
	Iteration 28Q: 3 clusters Score -1619965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1619966.625000 Penalty: 3111.304932
	Iteration 29Q: 3 clusters Score -1619967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1619971.500000 Penalty: 3111.304932
	Iteration 30Q: 3 clusters Score -1619972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1619981.000000 Penalty: 3111.304932
	Iteration 31Q: 3 clusters Score -1619981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1619992.375000 Penalty: 3111.304932
	Iteration 32Q: 3 clusters Score -1619992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1619997.250000 Penalty: 3111.304932
	Iteration 33Q: 3 clusters Score -1619997 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1620014.625000 Penalty: 3111.304932
	Iteration 34Q: 3 clusters Score -1620015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1620022.625000 Penalty: 3111.304932
	Iteration 35Q: 3 clusters Score -1620023 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1620034.250000 Penalty: 3111.304932
	Iteration 36Q: 3 clusters Score -1620034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1620053.875000 Penalty: 3111.304932
	Iteration 37Q: 3 clusters Score -1620054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1620072.125000 Penalty: 3111.304932
	Iteration 38Q: 3 clusters Score -1620072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1620082.750000 Penalty: 3111.304932
	Iteration 39Q: 3 clusters Score -1620083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1620085.875000 Penalty: 3111.304932
	Iteration 40F: 3 clusters Score -1620086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1620091.500000 Penalty: 3111.304932
	Iteration 41Q: 3 clusters Score -1620092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1620094.000000 Penalty: 3111.304932
	Iteration 42Q: 3 clusters Score -1620094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1620095.000000 Penalty: 3111.304932
	Iteration 43Q: 3 clusters Score -1620095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1620095.875000 Penalty: 3111.304932
	Iteration 44Q: 3 clusters Score -1620096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1620103.375000 Penalty: 3111.304932
	Iteration 45Q: 3 clusters Score -1620103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1620103.750000 Penalty: 3111.304932
	Iteration 46Q: 3 clusters Score -1620104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1620105.375000 Penalty: 3111.304932
	Iteration 47Q: 3 clusters Score -1620105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1620109.750000 Penalty: 3111.304932
	Iteration 48Q: 3 clusters Score -1620110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1620113.375000 Penalty: 3111.304932
	Iteration 49Q: 3 clusters Score -1620113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1620115.500000 Penalty: 3111.304932
	Iteration 50Q: 3 clusters Score -1620116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1620116.125000 Penalty: 3111.304932
	Iteration 51Q: 3 clusters Score -1620116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1620121.000000 Penalty: 3111.304932
	Iteration 52Q: 3 clusters Score -1620121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1620119.250000 Penalty: 3111.304932
	Iteration 53Q: 3 clusters Score -1620119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1620119.250000 Penalty: 3111.304932
	Iteration 54Q: 3 clusters Score -1620119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1620121.625000 Penalty: 3111.304932
	Iteration 55Q: 3 clusters Score -1620122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1620120.875000 Penalty: 3111.304932
	Iteration 56Q: 3 clusters Score -1620121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1620121.125000 Penalty: 3111.304932
	Iteration 57Q: 3 clusters Score -1620121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1620120.125000 Penalty: 3111.304932
	Iteration 58Q: 3 clusters Score -1620120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1620120.375000 Penalty: 3111.304932
	Iteration 59Q: 3 clusters Score -1620120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1620122.125000 Penalty: 3111.304932
	Iteration 60F: 3 clusters Score -1620122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1620126.000000 Penalty: 3111.304932
	Iteration 61Q: 3 clusters Score -1620126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1620128.375000 Penalty: 3111.304932
	Iteration 62Q: 3 clusters Score -1620128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1620127.000000 Penalty: 3111.304932
	Iteration 63Q: 3 clusters Score -1620127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1620125.500000 Penalty: 3111.304932
	Iteration 64Q: 3 clusters Score -1620126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1620127.625000 Penalty: 3111.304932
	Iteration 65Q: 3 clusters Score -1620128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1620127.625000 Penalty: 3111.304932
	Iteration 66F: 3 clusters Score -1620128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -16312.937500 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -16312.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15745.449219 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -15745.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15899.707031 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -15899.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15937.537109 Penalty: 1687.711060
	Iteration 2Q: 3 clusters Score -15937.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15985.033203 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -15985.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15990.060547 Penalty: 1687.711060
	Iteration 4Q: 3 clusters Score -15990.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15990.060547 Penalty: 1687.711060
	Iteration 5F: 3 clusters Score -15990.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Entering Unmasked Estep 
Score: -1557937.375000 Penalty: 1503.973022
	Iteration 0F: 2 clusters Score -1557937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1550535.375000 Penalty: 3007.946045
	Iteration 0F: 3 clusters Score -1550535 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1552967.875000 Penalty: 3007.946045
	Iteration 1F: 3 clusters Score -1552968 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1553411.375000 Penalty: 3007.946045
	Iteration 2F: 3 clusters Score -1553411 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1553889.125000 Penalty: 3007.946045
	Iteration 3F: 3 clusters Score -1553889 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1554366.750000 Penalty: 3007.946045
	Iteration 4F: 3 clusters Score -1554367 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1554802.500000 Penalty: 3007.946045
	Iteration 5F: 3 clusters Score -1554802 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1555138.875000 Penalty: 3007.946045
	Iteration 6F: 3 clusters Score -1555139 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1555480.000000 Penalty: 3007.946045
	Iteration 7Q: 3 clusters Score -1555480 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1555788.750000 Penalty: 3007.946045
	Iteration 8Q: 3 clusters Score -1555789 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1556034.125000 Penalty: 3007.946045
	Iteration 9Q: 3 clusters Score -1556034 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1556211.500000 Penalty: 3007.946045
	Iteration 10Q: 3 clusters Score -1556212 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1556345.000000 Penalty: 3007.946045
	Iteration 11Q: 3 clusters Score -1556345 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1556448.500000 Penalty: 3007.946045
	Iteration 12Q: 3 clusters Score -1556448 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1556520.625000 Penalty: 3007.946045
	Iteration 13Q: 3 clusters Score -1556521 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1556567.750000 Penalty: 3007.946045
	Iteration 14Q: 3 clusters Score -1556568 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1556617.375000 Penalty: 3007.946045
	Iteration 15Q: 3 clusters Score -1556617 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1556668.125000 Penalty: 3007.946045
	Iteration 16Q: 3 clusters Score -1556668 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1556735.625000 Penalty: 3007.946045
	Iteration 17Q: 3 clusters Score -1556736 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1556844.000000 Penalty: 3007.946045
	Iteration 18Q: 3 clusters Score -1556844 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1556929.625000 Penalty: 3007.946045
	Iteration 19Q: 3 clusters Score -1556930 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1556995.625000 Penalty: 3007.946045
	Iteration 20F: 3 clusters Score -1556996 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1557048.500000 Penalty: 3007.946045
	Iteration 21Q: 3 clusters Score -1557048 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1557096.375000 Penalty: 3007.946045
	Iteration 22Q: 3 clusters Score -1557096 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1557140.500000 Penalty: 3007.946045
	Iteration 23Q: 3 clusters Score -1557140 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1557169.000000 Penalty: 3007.946045
	Iteration 24Q: 3 clusters Score -1557169 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1557201.500000 Penalty: 3007.946045
	Iteration 25Q: 3 clusters Score -1557202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1557214.750000 Penalty: 3007.946045
	Iteration 26Q: 3 clusters Score -1557215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1557226.250000 Penalty: 3007.946045
	Iteration 27Q: 3 clusters Score -1557226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1557237.250000 Penalty: 3007.946045
	Iteration 28Q: 3 clusters Score -1557237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1557251.125000 Penalty: 3007.946045
	Iteration 29Q: 3 clusters Score -1557251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1557259.375000 Penalty: 3007.946045
	Iteration 30Q: 3 clusters Score -1557259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1557274.125000 Penalty: 3007.946045
	Iteration 31Q: 3 clusters Score -1557274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1557277.000000 Penalty: 3007.946045
	Iteration 32Q: 3 clusters Score -1557277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1557279.125000 Penalty: 3007.946045
	Iteration 33Q: 3 clusters Score -1557279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1557283.500000 Penalty: 3007.946045
	Iteration 34Q: 3 clusters Score -1557284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1557281.875000 Penalty: 3007.946045
	Iteration 35Q: 3 clusters Score -1557282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1557284.250000 Penalty: 3007.946045
	Iteration 36Q: 3 clusters Score -1557284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1557285.375000 Penalty: 3007.946045
	Iteration 37Q: 3 clusters Score -1557285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1557284.875000 Penalty: 3007.946045
	Iteration 38Q: 3 clusters Score -1557285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1557284.625000 Penalty: 3007.946045
	Iteration 39Q: 3 clusters Score -1557285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1557284.625000 Penalty: 3007.946045
	Iteration 40F: 3 clusters Score -1557285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Entering Unmasked Estep 
Score: -2218683.250000 Penalty: 1558.098267
	Iteration 0F: 2 clusters Score -2218683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2208931.500000 Penalty: 3116.196533
	Iteration 0F: 3 clusters Score -2208932 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2212718.750000 Penalty: 3116.196533
	Iteration 1F: 3 clusters Score -2212719 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2213332.500000 Penalty: 3116.196533
	Iteration 2F: 3 clusters Score -2213332 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2213885.500000 Penalty: 3116.196533
	Iteration 3F: 3 clusters Score -2213886 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2214463.750000 Penalty: 3116.196533
	Iteration 4F: 3 clusters Score -2214464 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2215020.000000 Penalty: 3116.196533
	Iteration 5F: 3 clusters Score -2215020 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2215529.750000 Penalty: 3116.196533
	Iteration 6F: 3 clusters Score -2215530 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2215981.500000 Penalty: 3116.196533
	Iteration 7Q: 3 clusters Score -2215982 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2216333.500000 Penalty: 3116.196533
	Iteration 8Q: 3 clusters Score -2216334 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2216584.750000 Penalty: 3116.196533
	Iteration 9Q: 3 clusters Score -2216585 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2216768.250000 Penalty: 3116.196533
	Iteration 10Q: 3 clusters Score -2216768 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2216916.250000 Penalty: 3116.196533
	Iteration 11Q: 3 clusters Score -2216916 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2217044.250000 Penalty: 3116.196533
	Iteration 12Q: 3 clusters Score -2217044 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2217128.250000 Penalty: 3116.196533
	Iteration 13Q: 3 clusters Score -2217128 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2217175.750000 Penalty: 3116.196533
	Iteration 14Q: 3 clusters Score -2217176 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2217211.750000 Penalty: 3116.196533
	Iteration 15Q: 3 clusters Score -2217212 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2217247.750000 Penalty: 3116.196533
	Iteration 16Q: 3 clusters Score -2217248 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2217284.000000 Penalty: 3116.196533
	Iteration 17Q: 3 clusters Score -2217284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2217319.250000 Penalty: 3116.196533
	Iteration 18Q: 3 clusters Score -2217319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2217339.000000 Penalty: 3116.196533
	Iteration 19Q: 3 clusters Score -2217339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2217348.000000 Penalty: 3116.196533
	Iteration 20F: 3 clusters Score -2217348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2217358.000000 Penalty: 3116.196533
	Iteration 21Q: 3 clusters Score -2217358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2217366.250000 Penalty: 3116.196533
	Iteration 22Q: 3 clusters Score -2217366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2217369.000000 Penalty: 3116.196533
	Iteration 23Q: 3 clusters Score -2217369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2217384.250000 Penalty: 3116.196533
	Iteration 24Q: 3 clusters Score -2217384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2217392.000000 Penalty: 3116.196533
	Iteration 25Q: 3 clusters Score -2217392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2217397.750000 Penalty: 3116.196533
	Iteration 26Q: 3 clusters Score -2217398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2217401.750000 Penalty: 3116.196533
	Iteration 27Q: 3 clusters Score -2217402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2217401.250000 Penalty: 3116.196533
	Iteration 28Q: 3 clusters Score -2217401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2217402.250000 Penalty: 3116.196533
	Iteration 29Q: 3 clusters Score -2217402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2217401.000000 Penalty: 3116.196533
	Iteration 30Q: 3 clusters Score -2217401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2217404.500000 Penalty: 3116.196533
	Iteration 31Q: 3 clusters Score -2217404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2217404.500000 Penalty: 3116.196533
	Iteration 32F: 3 clusters Score -2217404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Entering Unmasked Estep 
Score: -938067.625000 Penalty: 1431.262695
	Iteration 0F: 2 clusters Score -938067.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -933057.500000 Penalty: 2862.525391
	Iteration 0F: 3 clusters Score -933057.5 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -934765.562500 Penalty: 2862.525391
	Iteration 1F: 3 clusters Score -934765.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -935127.250000 Penalty: 2862.525391
	Iteration 2F: 3 clusters Score -935127.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -935532.500000 Penalty: 2862.525391
	Iteration 3F: 3 clusters Score -935532.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -935938.562500 Penalty: 2862.525391
	Iteration 4F: 3 clusters Score -935938.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -936285.375000 Penalty: 2862.525391
	Iteration 5F: 3 clusters Score -936285.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -936544.062500 Penalty: 2862.525391
	Iteration 6F: 3 clusters Score -936544.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -936727.562500 Penalty: 2862.525391
	Iteration 7Q: 3 clusters Score -936727.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -936879.000000 Penalty: 2862.525391
	Iteration 8Q: 3 clusters Score -936879 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -937024.562500 Penalty: 2862.525391
	Iteration 9Q: 3 clusters Score -937024.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -937168.687500 Penalty: 2862.525391
	Iteration 10Q: 3 clusters Score -937168.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -937325.750000 Penalty: 2862.525391
	Iteration 11Q: 3 clusters Score -937325.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -937449.000000 Penalty: 2862.525391
	Iteration 12Q: 3 clusters Score -937449 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -937524.750000 Penalty: 2862.525391
	Iteration 13Q: 3 clusters Score -937524.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -937570.937500 Penalty: 2862.525391
	Iteration 14Q: 3 clusters Score -937570.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -937597.687500 Penalty: 2862.525391
	Iteration 15Q: 3 clusters Score -937597.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -937614.750000 Penalty: 2862.525391
	Iteration 16Q: 3 clusters Score -937614.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -937624.437500 Penalty: 2862.525391
	Iteration 17Q: 3 clusters Score -937624.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -937630.437500 Penalty: 2862.525391
	Iteration 18Q: 3 clusters Score -937630.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -937633.500000 Penalty: 2862.525391
	Iteration 19Q: 3 clusters Score -937633.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -937635.437500 Penalty: 2862.525391
	Iteration 20F: 3 clusters Score -937635.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -937636.687500 Penalty: 2862.525391
	Iteration 21Q: 3 clusters Score -937636.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -937640.187500 Penalty: 2862.525391
	Iteration 22Q: 3 clusters Score -937640.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -937641.750000 Penalty: 2862.525391
	Iteration 23Q: 3 clusters Score -937641.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -937642.687500 Penalty: 2862.525391
	Iteration 24Q: 3 clusters Score -937642.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -937641.750000 Penalty: 2862.525391
	Iteration 25Q: 3 clusters Score -937641.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -937641.750000 Penalty: 2862.525391
	Iteration 26F: 3 clusters Score -937641.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -108245.664062 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -108245.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -106961.992188 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -106962 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -107200.304688 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -107200.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -107277.218750 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -107277.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -107321.226562 Penalty: 2167.174072
	Iteration 3F: 3 clusters Score -107321.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -107347.539062 Penalty: 2167.174072
	Iteration 4Q: 3 clusters Score -107347.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -107388.890625 Penalty: 2167.174072
	Iteration 5Q: 3 clusters Score -107388.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -107425.460938 Penalty: 2167.174072
	Iteration 6Q: 3 clusters Score -107425.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -107456.351562 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -107456.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -107493.328125 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -107493.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -107536.328125 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -107536.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -107594.843750 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -107594.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -107666.117188 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -107666.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -107740.578125 Penalty: 2167.174072
	Iteration 12Q: 3 clusters Score -107740.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -107841.273438 Penalty: 2167.174072
	Iteration 13Q: 3 clusters Score -107841.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -107926.109375 Penalty: 2167.174072
	Iteration 14Q: 3 clusters Score -107926.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -108032.468750 Penalty: 2167.174072
	Iteration 15Q: 3 clusters Score -108032.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -108136.835938 Penalty: 2167.174072
	Iteration 16Q: 3 clusters Score -108136.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -108233.632812 Penalty: 2167.174072
	Iteration 17Q: 3 clusters Score -108233.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -108295.156250 Penalty: 2167.174072
	Iteration 18Q: 3 clusters Score -108295.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -108325.507812 Penalty: 2167.174072
	Iteration 19Q: 3 clusters Score -108325.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -108335.750000 Penalty: 2167.174072
	Iteration 20F: 3 clusters Score -108335.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -108356.492188 Penalty: 2167.174072
	Iteration 21Q: 3 clusters Score -108356.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -108366.656250 Penalty: 2167.174072
	Iteration 22Q: 3 clusters Score -108366.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -108378.351562 Penalty: 2167.174072
	Iteration 23Q: 3 clusters Score -108378.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -108381.046875 Penalty: 2167.174072
	Iteration 24Q: 3 clusters Score -108381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -108381.046875 Penalty: 2167.174072
	Iteration 25F: 3 clusters Score -108381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 31423 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8241 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23791 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13328 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6682 members 
Mstep: Class 37 contains 9648 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28985 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14903 members 
Mstep: Class 46 contains 14297 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20837 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13535 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 790 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21430 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19692 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 15745 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Mstep: Class 86 contains 490 members 
Entering Unmasked Estep 
Score: -85931880.000000 Penalty: 185964.312500
Splitting cluster 7 changes total score from -85932752.000000 to -85931880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (31423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Entering Unmasked Estep 
Score: -4774718.000000 Penalty: 1682.735474
	Iteration 0F: 2 clusters Score -4774718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -4756131.000000 Penalty: 3365.470947
	Iteration 0F: 3 clusters Score -4756131 nChanged 14575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -4764292.500000 Penalty: 3365.470947
	Iteration 1F: 3 clusters Score -4764292 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -4764828.000000 Penalty: 3365.470947
	Iteration 2F: 3 clusters Score -4764828 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -4765462.000000 Penalty: 3365.470947
	Iteration 3F: 3 clusters Score -4765462 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -4766248.000000 Penalty: 3365.470947
	Iteration 4F: 3 clusters Score -4766248 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -4767238.000000 Penalty: 3365.470947
	Iteration 5F: 3 clusters Score -4767238 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -4768433.500000 Penalty: 3365.470947
	Iteration 6F: 3 clusters Score -4768434 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -4769519.000000 Penalty: 3365.470947
	Iteration 7F: 3 clusters Score -4769519 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -4770135.000000 Penalty: 3365.470947
	Iteration 8F: 3 clusters Score -4770135 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -4770337.500000 Penalty: 3365.470947
	Iteration 9Q: 3 clusters Score -4770338 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -4770456.000000 Penalty: 3365.470947
	Iteration 10Q: 3 clusters Score -4770456 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -4770534.000000 Penalty: 3365.470947
	Iteration 11Q: 3 clusters Score -4770534 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -4770630.500000 Penalty: 3365.470947
	Iteration 12Q: 3 clusters Score -4770630 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -4770691.500000 Penalty: 3365.470947
	Iteration 13Q: 3 clusters Score -4770692 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -4770798.000000 Penalty: 3365.470947
	Iteration 14Q: 3 clusters Score -4770798 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -4770904.500000 Penalty: 3365.470947
	Iteration 15Q: 3 clusters Score -4770904 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -4770986.500000 Penalty: 3365.470947
	Iteration 16Q: 3 clusters Score -4770986 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -4771141.000000 Penalty: 3365.470947
	Iteration 17Q: 3 clusters Score -4771141 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -4771297.000000 Penalty: 3365.470947
	Iteration 18Q: 3 clusters Score -4771297 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -4771472.000000 Penalty: 3365.470947
	Iteration 19Q: 3 clusters Score -4771472 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -4771660.500000 Penalty: 3365.470947
	Iteration 20F: 3 clusters Score -4771660 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -4771856.000000 Penalty: 3365.470947
	Iteration 21Q: 3 clusters Score -4771856 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -4772065.000000 Penalty: 3365.470947
	Iteration 22Q: 3 clusters Score -4772065 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -4772253.000000 Penalty: 3365.470947
	Iteration 23Q: 3 clusters Score -4772253 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -4772390.500000 Penalty: 3365.470947
	Iteration 24Q: 3 clusters Score -4772390 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -4772538.500000 Penalty: 3365.470947
	Iteration 25Q: 3 clusters Score -4772538 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -4772673.000000 Penalty: 3365.470947
	Iteration 26Q: 3 clusters Score -4772673 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -4772792.500000 Penalty: 3365.470947
	Iteration 27Q: 3 clusters Score -4772792 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -4772889.000000 Penalty: 3365.470947
	Iteration 28Q: 3 clusters Score -4772889 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -4772951.500000 Penalty: 3365.470947
	Iteration 29Q: 3 clusters Score -4772952 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -4773002.000000 Penalty: 3365.470947
	Iteration 30Q: 3 clusters Score -4773002 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -4773058.000000 Penalty: 3365.470947
	Iteration 31Q: 3 clusters Score -4773058 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -4773107.500000 Penalty: 3365.470947
	Iteration 32Q: 3 clusters Score -4773108 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -4773145.000000 Penalty: 3365.470947
	Iteration 33Q: 3 clusters Score -4773145 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -4773177.500000 Penalty: 3365.470947
	Iteration 34Q: 3 clusters Score -4773178 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -4773207.000000 Penalty: 3365.470947
	Iteration 35Q: 3 clusters Score -4773207 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -4773240.000000 Penalty: 3365.470947
	Iteration 36Q: 3 clusters Score -4773240 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -4773269.500000 Penalty: 3365.470947
	Iteration 37Q: 3 clusters Score -4773270 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -4773289.000000 Penalty: 3365.470947
	Iteration 38Q: 3 clusters Score -4773289 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -4773304.000000 Penalty: 3365.470947
	Iteration 39Q: 3 clusters Score -4773304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -4773316.000000 Penalty: 3365.470947
	Iteration 40F: 3 clusters Score -4773316 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -4773321.500000 Penalty: 3365.470947
	Iteration 41Q: 3 clusters Score -4773322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -4773334.500000 Penalty: 3365.470947
	Iteration 42Q: 3 clusters Score -4773334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -4773342.000000 Penalty: 3365.470947
	Iteration 43Q: 3 clusters Score -4773342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -4773335.000000 Penalty: 3365.470947
	Iteration 44Q: 3 clusters Score -4773335 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -4773340.500000 Penalty: 3365.470947
	Iteration 45Q: 3 clusters Score -4773340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -4773342.000000 Penalty: 3365.470947
	Iteration 46Q: 3 clusters Score -4773342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -4773337.500000 Penalty: 3365.470947
	Iteration 47Q: 3 clusters Score -4773338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -4773343.000000 Penalty: 3365.470947
	Iteration 48Q: 3 clusters Score -4773343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -4773343.500000 Penalty: 3365.470947
	Iteration 49Q: 3 clusters Score -4773344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -4773345.000000 Penalty: 3365.470947
	Iteration 50Q: 3 clusters Score -4773345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -4773360.000000 Penalty: 3365.470947
	Iteration 51Q: 3 clusters Score -4773360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -4773370.000000 Penalty: 3365.470947
	Iteration 52Q: 3 clusters Score -4773370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -4773381.500000 Penalty: 3365.470947
	Iteration 53Q: 3 clusters Score -4773382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -4773381.000000 Penalty: 3365.470947
	Iteration 54Q: 3 clusters Score -4773381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -4773392.000000 Penalty: 3365.470947
	Iteration 55Q: 3 clusters Score -4773392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -4773391.500000 Penalty: 3365.470947
	Iteration 56Q: 3 clusters Score -4773392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -4773387.000000 Penalty: 3365.470947
	Iteration 57Q: 3 clusters Score -4773387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -4773389.500000 Penalty: 3365.470947
	Iteration 58Q: 3 clusters Score -4773390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -4773387.500000 Penalty: 3365.470947
	Iteration 59Q: 3 clusters Score -4773388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -4773385.000000 Penalty: 3365.470947
	Iteration 60F: 3 clusters Score -4773385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -4773384.500000 Penalty: 3365.470947
	Iteration 61Q: 3 clusters Score -4773384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -4773387.500000 Penalty: 3365.470947
	Iteration 62Q: 3 clusters Score -4773388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -4773384.000000 Penalty: 3365.470947
	Iteration 63Q: 3 clusters Score -4773384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -4773381.000000 Penalty: 3365.470947
	Iteration 64Q: 3 clusters Score -4773381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -4773390.500000 Penalty: 3365.470947
	Iteration 65Q: 3 clusters Score -4773390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -4773387.500000 Penalty: 3365.470947
	Iteration 66Q: 3 clusters Score -4773388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -4773394.000000 Penalty: 3365.470947
	Iteration 67Q: 3 clusters Score -4773394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -4773393.000000 Penalty: 3365.470947
	Iteration 68Q: 3 clusters Score -4773393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -4773386.000000 Penalty: 3365.470947
	Iteration 69Q: 3 clusters Score -4773386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -4773392.500000 Penalty: 3365.470947
	Iteration 70Q: 3 clusters Score -4773392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -4773387.500000 Penalty: 3365.470947
	Iteration 71Q: 3 clusters Score -4773388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -4773392.500000 Penalty: 3365.470947
	Iteration 72Q: 3 clusters Score -4773392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -4773392.500000 Penalty: 3365.470947
	Iteration 73Q: 3 clusters Score -4773392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -4773390.000000 Penalty: 3365.470947
	Iteration 74Q: 3 clusters Score -4773390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -4773394.500000 Penalty: 3365.470947
	Iteration 75Q: 3 clusters Score -4773394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -4773391.000000 Penalty: 3365.470947
	Iteration 76Q: 3 clusters Score -4773391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -4773389.000000 Penalty: 3365.470947
	Iteration 77Q: 3 clusters Score -4773389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -4773394.000000 Penalty: 3365.470947
	Iteration 78Q: 3 clusters Score -4773394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -4773392.000000 Penalty: 3365.470947
	Iteration 79Q: 3 clusters Score -4773392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -4773392.500000 Penalty: 3365.470947
	Iteration 80F: 3 clusters Score -4773392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -4773390.500000 Penalty: 3365.470947
	Iteration 81Q: 3 clusters Score -4773390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -4773398.500000 Penalty: 3365.470947
	Iteration 82Q: 3 clusters Score -4773398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -4773398.000000 Penalty: 3365.470947
	Iteration 83Q: 3 clusters Score -4773398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -4773395.000000 Penalty: 3365.470947
	Iteration 84Q: 3 clusters Score -4773395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -4773388.000000 Penalty: 3365.470947
	Iteration 85Q: 3 clusters Score -4773388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -4773382.500000 Penalty: 3365.470947
	Iteration 86Q: 3 clusters Score -4773382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -4773388.000000 Penalty: 3365.470947
	Iteration 87Q: 3 clusters Score -4773388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -4773388.000000 Penalty: 3365.470947
	Iteration 88Q: 3 clusters Score -4773388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -4773386.500000 Penalty: 3365.470947
	Iteration 89Q: 3 clusters Score -4773386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -4773387.000000 Penalty: 3365.470947
	Iteration 90Q: 3 clusters Score -4773387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -4773387.000000 Penalty: 3365.470947
	Iteration 91Q: 3 clusters Score -4773387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -4773388.500000 Penalty: 3365.470947
	Iteration 92Q: 3 clusters Score -4773388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -4773386.500000 Penalty: 3365.470947
	Iteration 93Q: 3 clusters Score -4773386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -4773388.000000 Penalty: 3365.470947
	Iteration 94Q: 3 clusters Score -4773388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -4773389.500000 Penalty: 3365.470947
	Iteration 95Q: 3 clusters Score -4773390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -4773394.000000 Penalty: 3365.470947
	Iteration 96Q: 3 clusters Score -4773394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -4773391.500000 Penalty: 3365.470947
	Iteration 97Q: 3 clusters Score -4773392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -4773390.000000 Penalty: 3365.470947
	Iteration 98Q: 3 clusters Score -4773390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -4773388.000000 Penalty: 3365.470947
	Iteration 99Q: 3 clusters Score -4773388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -4773389.000000 Penalty: 3365.470947
	Iteration 100F: 3 clusters Score -4773389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -4773390.000000 Penalty: 3365.470947
	Iteration 101Q: 3 clusters Score -4773390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -4773388.000000 Penalty: 3365.470947
	Iteration 102Q: 3 clusters Score -4773388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -4773388.000000 Penalty: 3365.470947
	Iteration 103F: 3 clusters Score -4773388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -133227.734375 Penalty: 1138.440674
	Iteration 0F: 2 clusters Score -133227.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -131733.390625 Penalty: 2276.881348
	Iteration 0F: 3 clusters Score -131733.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -132135.796875 Penalty: 2276.881348
	Iteration 1F: 3 clusters Score -132135.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -132334.515625 Penalty: 2276.881348
	Iteration 2F: 3 clusters Score -132334.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -132523.375000 Penalty: 2276.881348
	Iteration 3F: 3 clusters Score -132523.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -132630.265625 Penalty: 2276.881348
	Iteration 4F: 3 clusters Score -132630.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -132718.265625 Penalty: 2276.881348
	Iteration 5F: 3 clusters Score -132718.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -132789.265625 Penalty: 2276.881348
	Iteration 6Q: 3 clusters Score -132789.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -132847.078125 Penalty: 2276.881348
	Iteration 7Q: 3 clusters Score -132847.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -132878.046875 Penalty: 2276.881348
	Iteration 8Q: 3 clusters Score -132878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -132888.890625 Penalty: 2276.881348
	Iteration 9Q: 3 clusters Score -132888.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -132894.000000 Penalty: 2276.881348
	Iteration 10Q: 3 clusters Score -132894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -132897.640625 Penalty: 2276.881348
	Iteration 11Q: 3 clusters Score -132897.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -132898.156250 Penalty: 2276.881348
	Iteration 12Q: 3 clusters Score -132898.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -132898.843750 Penalty: 2276.881348
	Iteration 13Q: 3 clusters Score -132898.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -132900.125000 Penalty: 2276.881348
	Iteration 14F: 3 clusters Score -132900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -132904.609375 Penalty: 2276.881348
	Iteration 15Q: 3 clusters Score -132904.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -132905.171875 Penalty: 2276.881348
	Iteration 16Q: 3 clusters Score -132905.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -132905.171875 Penalty: 2276.881348
	Iteration 17F: 3 clusters Score -132905.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -220804.906250 Penalty: 1210.826782
	Iteration 0F: 2 clusters Score -220804.9 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 874 members 
Entering Unmasked Estep 
Score: -218893.875000 Penalty: 2421.653564
	Iteration 0F: 3 clusters Score -218893.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -219290.296875 Penalty: 2421.653564
	Iteration 1F: 3 clusters Score -219290.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -219410.765625 Penalty: 2421.653564
	Iteration 2F: 3 clusters Score -219410.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -219468.187500 Penalty: 2421.653564
	Iteration 3Q: 3 clusters Score -219468.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -219516.156250 Penalty: 2421.653564
	Iteration 4Q: 3 clusters Score -219516.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -219550.828125 Penalty: 2421.653564
	Iteration 5Q: 3 clusters Score -219550.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -219572.656250 Penalty: 2421.653564
	Iteration 6Q: 3 clusters Score -219572.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -219591.937500 Penalty: 2421.653564
	Iteration 7Q: 3 clusters Score -219591.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -219605.015625 Penalty: 2421.653564
	Iteration 8Q: 3 clusters Score -219605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -219615.578125 Penalty: 2421.653564
	Iteration 9Q: 3 clusters Score -219615.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -219626.093750 Penalty: 2421.653564
	Iteration 10Q: 3 clusters Score -219626.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -219642.109375 Penalty: 2421.653564
	Iteration 11Q: 3 clusters Score -219642.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -219669.656250 Penalty: 2421.653564
	Iteration 12Q: 3 clusters Score -219669.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -219685.250000 Penalty: 2421.653564
	Iteration 13Q: 3 clusters Score -219685.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -219694.109375 Penalty: 2421.653564
	Iteration 14Q: 3 clusters Score -219694.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -219701.468750 Penalty: 2421.653564
	Iteration 15Q: 3 clusters Score -219701.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -219711.359375 Penalty: 2421.653564
	Iteration 16Q: 3 clusters Score -219711.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -219721.062500 Penalty: 2421.653564
	Iteration 17Q: 3 clusters Score -219721.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -219733.218750 Penalty: 2421.653564
	Iteration 18Q: 3 clusters Score -219733.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -219747.812500 Penalty: 2421.653564
	Iteration 19Q: 3 clusters Score -219747.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -219770.484375 Penalty: 2421.653564
	Iteration 20F: 3 clusters Score -219770.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -219794.171875 Penalty: 2421.653564
	Iteration 21Q: 3 clusters Score -219794.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -219811.984375 Penalty: 2421.653564
	Iteration 22Q: 3 clusters Score -219812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -219831.187500 Penalty: 2421.653564
	Iteration 23Q: 3 clusters Score -219831.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -219856.062500 Penalty: 2421.653564
	Iteration 24Q: 3 clusters Score -219856.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -219870.453125 Penalty: 2421.653564
	Iteration 25Q: 3 clusters Score -219870.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -219880.625000 Penalty: 2421.653564
	Iteration 26Q: 3 clusters Score -219880.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -219890.656250 Penalty: 2421.653564
	Iteration 27Q: 3 clusters Score -219890.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -219903.484375 Penalty: 2421.653564
	Iteration 28Q: 3 clusters Score -219903.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -219914.578125 Penalty: 2421.653564
	Iteration 29Q: 3 clusters Score -219914.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -219926.843750 Penalty: 2421.653564
	Iteration 30Q: 3 clusters Score -219926.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -219933.359375 Penalty: 2421.653564
	Iteration 31Q: 3 clusters Score -219933.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -219937.140625 Penalty: 2421.653564
	Iteration 32Q: 3 clusters Score -219937.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -219938.734375 Penalty: 2421.653564
	Iteration 33Q: 3 clusters Score -219938.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -219939.625000 Penalty: 2421.653564
	Iteration 34Q: 3 clusters Score -219939.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -219939.625000 Penalty: 2421.653564
	Iteration 35F: 3 clusters Score -219939.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Entering Unmasked Estep 
Score: -840266.250000 Penalty: 1415.796875
	Iteration 0F: 2 clusters Score -840266.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -835611.125000 Penalty: 2831.593750
	Iteration 0F: 3 clusters Score -835611.1 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -836987.562500 Penalty: 2831.593750
	Iteration 1F: 3 clusters Score -836987.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -837199.250000 Penalty: 2831.593750
	Iteration 2F: 3 clusters Score -837199.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -837327.937500 Penalty: 2831.593750
	Iteration 3F: 3 clusters Score -837327.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -837420.062500 Penalty: 2831.593750
	Iteration 4Q: 3 clusters Score -837420.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -837497.312500 Penalty: 2831.593750
	Iteration 5Q: 3 clusters Score -837497.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -837565.625000 Penalty: 2831.593750
	Iteration 6Q: 3 clusters Score -837565.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -837627.062500 Penalty: 2831.593750
	Iteration 7Q: 3 clusters Score -837627.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -837684.750000 Penalty: 2831.593750
	Iteration 8Q: 3 clusters Score -837684.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -837745.375000 Penalty: 2831.593750
	Iteration 9Q: 3 clusters Score -837745.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -837803.375000 Penalty: 2831.593750
	Iteration 10Q: 3 clusters Score -837803.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -837869.875000 Penalty: 2831.593750
	Iteration 11Q: 3 clusters Score -837869.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -837942.437500 Penalty: 2831.593750
	Iteration 12Q: 3 clusters Score -837942.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -838042.437500 Penalty: 2831.593750
	Iteration 13Q: 3 clusters Score -838042.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -838129.625000 Penalty: 2831.593750
	Iteration 14Q: 3 clusters Score -838129.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -838212.750000 Penalty: 2831.593750
	Iteration 15Q: 3 clusters Score -838212.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -838288.812500 Penalty: 2831.593750
	Iteration 16Q: 3 clusters Score -838288.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -838360.812500 Penalty: 2831.593750
	Iteration 17Q: 3 clusters Score -838360.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -838425.312500 Penalty: 2831.593750
	Iteration 18Q: 3 clusters Score -838425.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -838481.312500 Penalty: 2831.593750
	Iteration 19Q: 3 clusters Score -838481.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -838544.812500 Penalty: 2831.593750
	Iteration 20F: 3 clusters Score -838544.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -838614.375000 Penalty: 2831.593750
	Iteration 21Q: 3 clusters Score -838614.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -838670.312500 Penalty: 2831.593750
	Iteration 22Q: 3 clusters Score -838670.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -838708.750000 Penalty: 2831.593750
	Iteration 23Q: 3 clusters Score -838708.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -838741.625000 Penalty: 2831.593750
	Iteration 24Q: 3 clusters Score -838741.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -838765.500000 Penalty: 2831.593750
	Iteration 25Q: 3 clusters Score -838765.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -838791.500000 Penalty: 2831.593750
	Iteration 26Q: 3 clusters Score -838791.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -838815.875000 Penalty: 2831.593750
	Iteration 27Q: 3 clusters Score -838815.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -838839.187500 Penalty: 2831.593750
	Iteration 28Q: 3 clusters Score -838839.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -838853.750000 Penalty: 2831.593750
	Iteration 29Q: 3 clusters Score -838853.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -838873.687500 Penalty: 2831.593750
	Iteration 30Q: 3 clusters Score -838873.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -838885.437500 Penalty: 2831.593750
	Iteration 31Q: 3 clusters Score -838885.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -838894.437500 Penalty: 2831.593750
	Iteration 32Q: 3 clusters Score -838894.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -838902.625000 Penalty: 2831.593750
	Iteration 33Q: 3 clusters Score -838902.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -838911.437500 Penalty: 2831.593750
	Iteration 34Q: 3 clusters Score -838911.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -838919.187500 Penalty: 2831.593750
	Iteration 35Q: 3 clusters Score -838919.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -838928.000000 Penalty: 2831.593750
	Iteration 36Q: 3 clusters Score -838928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -838934.312500 Penalty: 2831.593750
	Iteration 37Q: 3 clusters Score -838934.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -838941.687500 Penalty: 2831.593750
	Iteration 38Q: 3 clusters Score -838941.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -838950.375000 Penalty: 2831.593750
	Iteration 39Q: 3 clusters Score -838950.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -838957.062500 Penalty: 2831.593750
	Iteration 40F: 3 clusters Score -838957.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -838961.125000 Penalty: 2831.593750
	Iteration 41Q: 3 clusters Score -838961.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -838966.812500 Penalty: 2831.593750
	Iteration 42Q: 3 clusters Score -838966.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -838973.750000 Penalty: 2831.593750
	Iteration 43Q: 3 clusters Score -838973.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -838978.562500 Penalty: 2831.593750
	Iteration 44Q: 3 clusters Score -838978.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -838983.875000 Penalty: 2831.593750
	Iteration 45Q: 3 clusters Score -838983.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -838992.562500 Penalty: 2831.593750
	Iteration 46Q: 3 clusters Score -838992.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -839002.000000 Penalty: 2831.593750
	Iteration 47Q: 3 clusters Score -839002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -839010.187500 Penalty: 2831.593750
	Iteration 48Q: 3 clusters Score -839010.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -839018.187500 Penalty: 2831.593750
	Iteration 49Q: 3 clusters Score -839018.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -839021.687500 Penalty: 2831.593750
	Iteration 50Q: 3 clusters Score -839021.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -839027.500000 Penalty: 2831.593750
	Iteration 51Q: 3 clusters Score -839027.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -839027.375000 Penalty: 2831.593750
	Iteration 52Q: 3 clusters Score -839027.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -839027.750000 Penalty: 2831.593750
	Iteration 53Q: 3 clusters Score -839027.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -839029.750000 Penalty: 2831.593750
	Iteration 54Q: 3 clusters Score -839029.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -839029.750000 Penalty: 2831.593750
	Iteration 55F: 3 clusters Score -839029.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Entering Unmasked Estep 
Score: -1222140.000000 Penalty: 1465.242554
	Iteration 0F: 2 clusters Score -1222140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1216154.000000 Penalty: 2930.485107
	Iteration 0F: 3 clusters Score -1216154 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1217912.375000 Penalty: 2930.485107
	Iteration 1F: 3 clusters Score -1217912 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1218102.500000 Penalty: 2930.485107
	Iteration 2F: 3 clusters Score -1218102 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1218240.875000 Penalty: 2930.485107
	Iteration 3Q: 3 clusters Score -1218241 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1218358.500000 Penalty: 2930.485107
	Iteration 4Q: 3 clusters Score -1218358 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1218468.750000 Penalty: 2930.485107
	Iteration 5Q: 3 clusters Score -1218469 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1218570.750000 Penalty: 2930.485107
	Iteration 6Q: 3 clusters Score -1218571 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1218673.125000 Penalty: 2930.485107
	Iteration 7Q: 3 clusters Score -1218673 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1218771.500000 Penalty: 2930.485107
	Iteration 8Q: 3 clusters Score -1218772 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1218868.000000 Penalty: 2930.485107
	Iteration 9Q: 3 clusters Score -1218868 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1218981.125000 Penalty: 2930.485107
	Iteration 10Q: 3 clusters Score -1218981 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1219102.375000 Penalty: 2930.485107
	Iteration 11Q: 3 clusters Score -1219102 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1219232.375000 Penalty: 2930.485107
	Iteration 12Q: 3 clusters Score -1219232 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1219373.125000 Penalty: 2930.485107
	Iteration 13Q: 3 clusters Score -1219373 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1219511.750000 Penalty: 2930.485107
	Iteration 14Q: 3 clusters Score -1219512 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1219665.750000 Penalty: 2930.485107
	Iteration 15Q: 3 clusters Score -1219666 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1219864.000000 Penalty: 2930.485107
	Iteration 16Q: 3 clusters Score -1219864 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1220049.000000 Penalty: 2930.485107
	Iteration 17Q: 3 clusters Score -1220049 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1220210.125000 Penalty: 2930.485107
	Iteration 18Q: 3 clusters Score -1220210 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1220372.375000 Penalty: 2930.485107
	Iteration 19Q: 3 clusters Score -1220372 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1220497.375000 Penalty: 2930.485107
	Iteration 20F: 3 clusters Score -1220497 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1220596.875000 Penalty: 2930.485107
	Iteration 21Q: 3 clusters Score -1220597 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1220671.250000 Penalty: 2930.485107
	Iteration 22Q: 3 clusters Score -1220671 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1220715.500000 Penalty: 2930.485107
	Iteration 23Q: 3 clusters Score -1220716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1220738.500000 Penalty: 2930.485107
	Iteration 24Q: 3 clusters Score -1220738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1220757.000000 Penalty: 2930.485107
	Iteration 25Q: 3 clusters Score -1220757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1220766.250000 Penalty: 2930.485107
	Iteration 26Q: 3 clusters Score -1220766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1220776.750000 Penalty: 2930.485107
	Iteration 27Q: 3 clusters Score -1220777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1220787.500000 Penalty: 2930.485107
	Iteration 28Q: 3 clusters Score -1220788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1220797.375000 Penalty: 2930.485107
	Iteration 29Q: 3 clusters Score -1220797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1220804.125000 Penalty: 2930.485107
	Iteration 30Q: 3 clusters Score -1220804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1220808.750000 Penalty: 2930.485107
	Iteration 31Q: 3 clusters Score -1220809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1220811.875000 Penalty: 2930.485107
	Iteration 32Q: 3 clusters Score -1220812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1220811.625000 Penalty: 2930.485107
	Iteration 33Q: 3 clusters Score -1220812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1220811.625000 Penalty: 2930.485107
	Iteration 34F: 3 clusters Score -1220812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -626350.812500 Penalty: 1352.389038
	Iteration 0F: 2 clusters Score -626350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -622902.937500 Penalty: 2704.778076
	Iteration 0F: 3 clusters Score -622902.9 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -623788.062500 Penalty: 2704.778076
	Iteration 1F: 3 clusters Score -623788.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -623974.937500 Penalty: 2704.778076
	Iteration 2F: 3 clusters Score -623974.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -624105.687500 Penalty: 2704.778076
	Iteration 3F: 3 clusters Score -624105.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -624203.500000 Penalty: 2704.778076
	Iteration 4Q: 3 clusters Score -624203.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -624277.687500 Penalty: 2704.778076
	Iteration 5Q: 3 clusters Score -624277.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -624334.937500 Penalty: 2704.778076
	Iteration 6Q: 3 clusters Score -624334.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -624379.250000 Penalty: 2704.778076
	Iteration 7Q: 3 clusters Score -624379.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -624428.812500 Penalty: 2704.778076
	Iteration 8Q: 3 clusters Score -624428.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -624467.625000 Penalty: 2704.778076
	Iteration 9Q: 3 clusters Score -624467.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -624494.687500 Penalty: 2704.778076
	Iteration 10Q: 3 clusters Score -624494.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -624518.500000 Penalty: 2704.778076
	Iteration 11Q: 3 clusters Score -624518.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -624543.062500 Penalty: 2704.778076
	Iteration 12Q: 3 clusters Score -624543.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -624572.312500 Penalty: 2704.778076
	Iteration 13Q: 3 clusters Score -624572.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -624607.000000 Penalty: 2704.778076
	Iteration 14Q: 3 clusters Score -624607 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -624638.375000 Penalty: 2704.778076
	Iteration 15Q: 3 clusters Score -624638.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -624678.562500 Penalty: 2704.778076
	Iteration 16Q: 3 clusters Score -624678.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -624722.562500 Penalty: 2704.778076
	Iteration 17Q: 3 clusters Score -624722.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -624761.937500 Penalty: 2704.778076
	Iteration 18Q: 3 clusters Score -624761.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -624802.125000 Penalty: 2704.778076
	Iteration 19Q: 3 clusters Score -624802.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -624836.437500 Penalty: 2704.778076
	Iteration 20F: 3 clusters Score -624836.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -624866.812500 Penalty: 2704.778076
	Iteration 21Q: 3 clusters Score -624866.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -624895.687500 Penalty: 2704.778076
	Iteration 22Q: 3 clusters Score -624895.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -624923.437500 Penalty: 2704.778076
	Iteration 23Q: 3 clusters Score -624923.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -624941.375000 Penalty: 2704.778076
	Iteration 24Q: 3 clusters Score -624941.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -624960.437500 Penalty: 2704.778076
	Iteration 25Q: 3 clusters Score -624960.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -624977.375000 Penalty: 2704.778076
	Iteration 26Q: 3 clusters Score -624977.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -624988.687500 Penalty: 2704.778076
	Iteration 27Q: 3 clusters Score -624988.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -625000.062500 Penalty: 2704.778076
	Iteration 28Q: 3 clusters Score -625000.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -625008.812500 Penalty: 2704.778076
	Iteration 29Q: 3 clusters Score -625008.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -625014.375000 Penalty: 2704.778076
	Iteration 30Q: 3 clusters Score -625014.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -625018.625000 Penalty: 2704.778076
	Iteration 31Q: 3 clusters Score -625018.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -625025.500000 Penalty: 2704.778076
	Iteration 32Q: 3 clusters Score -625025.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -625030.562500 Penalty: 2704.778076
	Iteration 33Q: 3 clusters Score -625030.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -625034.750000 Penalty: 2704.778076
	Iteration 34Q: 3 clusters Score -625034.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -625038.187500 Penalty: 2704.778076
	Iteration 35Q: 3 clusters Score -625038.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -625040.812500 Penalty: 2704.778076
	Iteration 36Q: 3 clusters Score -625040.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -625044.875000 Penalty: 2704.778076
	Iteration 37Q: 3 clusters Score -625044.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -625050.437500 Penalty: 2704.778076
	Iteration 38Q: 3 clusters Score -625050.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -625050.375000 Penalty: 2704.778076
	Iteration 39Q: 3 clusters Score -625050.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -625054.375000 Penalty: 2704.778076
	Iteration 40F: 3 clusters Score -625054.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -625057.062500 Penalty: 2704.778076
	Iteration 41Q: 3 clusters Score -625057.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -625058.437500 Penalty: 2704.778076
	Iteration 42Q: 3 clusters Score -625058.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -625058.812500 Penalty: 2704.778076
	Iteration 43Q: 3 clusters Score -625058.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -625059.250000 Penalty: 2704.778076
	Iteration 44Q: 3 clusters Score -625059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -625061.875000 Penalty: 2704.778076
	Iteration 45Q: 3 clusters Score -625061.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -625065.125000 Penalty: 2704.778076
	Iteration 46Q: 3 clusters Score -625065.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -625070.437500 Penalty: 2704.778076
	Iteration 47Q: 3 clusters Score -625070.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -625075.312500 Penalty: 2704.778076
	Iteration 48Q: 3 clusters Score -625075.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -625082.625000 Penalty: 2704.778076
	Iteration 49Q: 3 clusters Score -625082.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -625091.937500 Penalty: 2704.778076
	Iteration 50Q: 3 clusters Score -625091.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -625102.687500 Penalty: 2704.778076
	Iteration 51Q: 3 clusters Score -625102.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -625112.437500 Penalty: 2704.778076
	Iteration 52Q: 3 clusters Score -625112.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -625115.812500 Penalty: 2704.778076
	Iteration 53Q: 3 clusters Score -625115.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -625116.312500 Penalty: 2704.778076
	Iteration 54Q: 3 clusters Score -625116.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -625121.562500 Penalty: 2704.778076
	Iteration 55Q: 3 clusters Score -625121.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -625124.625000 Penalty: 2704.778076
	Iteration 56Q: 3 clusters Score -625124.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -625126.812500 Penalty: 2704.778076
	Iteration 57Q: 3 clusters Score -625126.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -625127.500000 Penalty: 2704.778076
	Iteration 58Q: 3 clusters Score -625127.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -625127.750000 Penalty: 2704.778076
	Iteration 59Q: 3 clusters Score -625127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -625127.750000 Penalty: 2704.778076
	Iteration 60F: 3 clusters Score -625127.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Entering Unmasked Estep 
Score: -143068.250000 Penalty: 1130.593384
	Iteration 0F: 2 clusters Score -143068.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -141604.031250 Penalty: 2261.186768
	Iteration 0F: 3 clusters Score -141604 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -141950.640625 Penalty: 2261.186768
	Iteration 1F: 3 clusters Score -141950.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -142049.406250 Penalty: 2261.186768
	Iteration 2F: 3 clusters Score -142049.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -142134.109375 Penalty: 2261.186768
	Iteration 3F: 3 clusters Score -142134.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -142185.140625 Penalty: 2261.186768
	Iteration 4Q: 3 clusters Score -142185.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -142235.000000 Penalty: 2261.186768
	Iteration 5Q: 3 clusters Score -142235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -142266.906250 Penalty: 2261.186768
	Iteration 6Q: 3 clusters Score -142266.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -142283.812500 Penalty: 2261.186768
	Iteration 7Q: 3 clusters Score -142283.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -142298.296875 Penalty: 2261.186768
	Iteration 8Q: 3 clusters Score -142298.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -142312.359375 Penalty: 2261.186768
	Iteration 9Q: 3 clusters Score -142312.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -142320.046875 Penalty: 2261.186768
	Iteration 10Q: 3 clusters Score -142320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -142327.296875 Penalty: 2261.186768
	Iteration 11Q: 3 clusters Score -142327.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -142334.765625 Penalty: 2261.186768
	Iteration 12Q: 3 clusters Score -142334.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -142337.375000 Penalty: 2261.186768
	Iteration 13Q: 3 clusters Score -142337.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -142338.906250 Penalty: 2261.186768
	Iteration 14Q: 3 clusters Score -142338.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -142339.859375 Penalty: 2261.186768
	Iteration 15Q: 3 clusters Score -142339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -142343.703125 Penalty: 2261.186768
	Iteration 16Q: 3 clusters Score -142343.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -142349.562500 Penalty: 2261.186768
	Iteration 17Q: 3 clusters Score -142349.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -142350.437500 Penalty: 2261.186768
	Iteration 18Q: 3 clusters Score -142350.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -142351.921875 Penalty: 2261.186768
	Iteration 19Q: 3 clusters Score -142351.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -142351.921875 Penalty: 2261.186768
	Iteration 20F: 3 clusters Score -142351.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -99592.414062 Penalty: 1094.757202
	Iteration 0F: 2 clusters Score -99592.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -98275.507812 Penalty: 2189.514404
	Iteration 0F: 3 clusters Score -98275.51 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98601.281250 Penalty: 2189.514404
	Iteration 1F: 3 clusters Score -98601.28 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98728.281250 Penalty: 2189.514404
	Iteration 2F: 3 clusters Score -98728.28 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -98819.835938 Penalty: 2189.514404
	Iteration 3F: 3 clusters Score -98819.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -98952.679688 Penalty: 2189.514404
	Iteration 4F: 3 clusters Score -98952.68 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -99094.671875 Penalty: 2189.514404
	Iteration 5F: 3 clusters Score -99094.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -99239.445312 Penalty: 2189.514404
	Iteration 6Q: 3 clusters Score -99239.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -99300.140625 Penalty: 2189.514404
	Iteration 7Q: 3 clusters Score -99300.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -99348.289062 Penalty: 2189.514404
	Iteration 8Q: 3 clusters Score -99348.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -99372.789062 Penalty: 2189.514404
	Iteration 9Q: 3 clusters Score -99372.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99383.156250 Penalty: 2189.514404
	Iteration 10Q: 3 clusters Score -99383.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99391.437500 Penalty: 2189.514404
	Iteration 11Q: 3 clusters Score -99391.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -99395.125000 Penalty: 2189.514404
	Iteration 12Q: 3 clusters Score -99395.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -99397.359375 Penalty: 2189.514404
	Iteration 13Q: 3 clusters Score -99397.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -99397.359375 Penalty: 2189.514404
	Iteration 14F: 3 clusters Score -99397.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Entering Unmasked Estep 
Score: -375834.468750 Penalty: 1303.080078
	Iteration 0F: 2 clusters Score -375834.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -373105.531250 Penalty: 2606.160156
	Iteration 0F: 3 clusters Score -373105.5 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -373840.781250 Penalty: 2606.160156
	Iteration 1F: 3 clusters Score -373840.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -374029.968750 Penalty: 2606.160156
	Iteration 2F: 3 clusters Score -374030 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -374194.031250 Penalty: 2606.160156
	Iteration 3F: 3 clusters Score -374194 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -374343.375000 Penalty: 2606.160156
	Iteration 4F: 3 clusters Score -374343.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -374462.500000 Penalty: 2606.160156
	Iteration 5F: 3 clusters Score -374462.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -374571.250000 Penalty: 2606.160156
	Iteration 6Q: 3 clusters Score -374571.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -374671.125000 Penalty: 2606.160156
	Iteration 7Q: 3 clusters Score -374671.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -374789.468750 Penalty: 2606.160156
	Iteration 8Q: 3 clusters Score -374789.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -374922.187500 Penalty: 2606.160156
	Iteration 9Q: 3 clusters Score -374922.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -375078.593750 Penalty: 2606.160156
	Iteration 10Q: 3 clusters Score -375078.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -375259.625000 Penalty: 2606.160156
	Iteration 11Q: 3 clusters Score -375259.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -375449.937500 Penalty: 2606.160156
	Iteration 12Q: 3 clusters Score -375449.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -375597.875000 Penalty: 2606.160156
	Iteration 13Q: 3 clusters Score -375597.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -375690.125000 Penalty: 2606.160156
	Iteration 14Q: 3 clusters Score -375690.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -375756.937500 Penalty: 2606.160156
	Iteration 15Q: 3 clusters Score -375756.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -375792.062500 Penalty: 2606.160156
	Iteration 16Q: 3 clusters Score -375792.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -375811.656250 Penalty: 2606.160156
	Iteration 17Q: 3 clusters Score -375811.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -375824.125000 Penalty: 2606.160156
	Iteration 18Q: 3 clusters Score -375824.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -375836.625000 Penalty: 2606.160156
	Iteration 19Q: 3 clusters Score -375836.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -375843.781250 Penalty: 2606.160156
	Iteration 20F: 3 clusters Score -375843.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -375850.781250 Penalty: 2606.160156
	Iteration 21Q: 3 clusters Score -375850.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -375854.781250 Penalty: 2606.160156
	Iteration 22Q: 3 clusters Score -375854.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -375857.000000 Penalty: 2606.160156
	Iteration 23Q: 3 clusters Score -375857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -375858.906250 Penalty: 2606.160156
	Iteration 24Q: 3 clusters Score -375858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -375859.312500 Penalty: 2606.160156
	Iteration 25Q: 3 clusters Score -375859.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -375859.312500 Penalty: 2606.160156
	Iteration 26F: 3 clusters Score -375859.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31423 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8241 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 1058 members 
Mstep: Class 17 contains 23791 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13328 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6682 members 
Mstep: Class 37 contains 9648 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28985 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14903 members 
Mstep: Class 46 contains 14297 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20837 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13535 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 790 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21430 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19692 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 15745 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Mstep: Class 86 contains 1980 members 
Entering Unmasked Estep 
Score: -85932048.000000 Penalty: 185964.312500
Splitting cluster 16 changes total score from -85932752.000000 to -85932048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (23791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Entering Unmasked Estep 
Score: -3643298.000000 Penalty: 1637.522705
	Iteration 0F: 2 clusters Score -3643298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -3629390.250000 Penalty: 3275.045410
	Iteration 0F: 3 clusters Score -3629390 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -3635460.000000 Penalty: 3275.045410
	Iteration 1F: 3 clusters Score -3635460 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3636132.000000 Penalty: 3275.045410
	Iteration 2F: 3 clusters Score -3636132 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -3636876.500000 Penalty: 3275.045410
	Iteration 3F: 3 clusters Score -3636876 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3637739.750000 Penalty: 3275.045410
	Iteration 4F: 3 clusters Score -3637740 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -3638765.250000 Penalty: 3275.045410
	Iteration 5F: 3 clusters Score -3638765 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -3639843.750000 Penalty: 3275.045410
	Iteration 6F: 3 clusters Score -3639844 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -3640676.250000 Penalty: 3275.045410
	Iteration 7F: 3 clusters Score -3640676 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -3641188.750000 Penalty: 3275.045410
	Iteration 8Q: 3 clusters Score -3641189 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -3641525.000000 Penalty: 3275.045410
	Iteration 9Q: 3 clusters Score -3641525 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3641665.500000 Penalty: 3275.045410
	Iteration 10Q: 3 clusters Score -3641666 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3641769.000000 Penalty: 3275.045410
	Iteration 11Q: 3 clusters Score -3641769 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -3641808.250000 Penalty: 3275.045410
	Iteration 12Q: 3 clusters Score -3641808 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -3641881.500000 Penalty: 3275.045410
	Iteration 13Q: 3 clusters Score -3641882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -3641924.000000 Penalty: 3275.045410
	Iteration 14Q: 3 clusters Score -3641924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3641935.000000 Penalty: 3275.045410
	Iteration 15Q: 3 clusters Score -3641935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -3641952.500000 Penalty: 3275.045410
	Iteration 16Q: 3 clusters Score -3641952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3641964.500000 Penalty: 3275.045410
	Iteration 17Q: 3 clusters Score -3641964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -3641969.250000 Penalty: 3275.045410
	Iteration 18Q: 3 clusters Score -3641969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -3641966.250000 Penalty: 3275.045410
	Iteration 19Q: 3 clusters Score -3641966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3641974.000000 Penalty: 3275.045410
	Iteration 20F: 3 clusters Score -3641974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3641972.750000 Penalty: 3275.045410
	Iteration 21Q: 3 clusters Score -3641973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -3641972.500000 Penalty: 3275.045410
	Iteration 22Q: 3 clusters Score -3641972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -3641973.000000 Penalty: 3275.045410
	Iteration 23Q: 3 clusters Score -3641973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -3641979.000000 Penalty: 3275.045410
	Iteration 24Q: 3 clusters Score -3641979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -3641977.500000 Penalty: 3275.045410
	Iteration 25Q: 3 clusters Score -3641978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3641978.500000 Penalty: 3275.045410
	Iteration 26Q: 3 clusters Score -3641978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -3641983.250000 Penalty: 3275.045410
	Iteration 27Q: 3 clusters Score -3641983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -3641982.750000 Penalty: 3275.045410
	Iteration 28Q: 3 clusters Score -3641983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -3641981.500000 Penalty: 3275.045410
	Iteration 29Q: 3 clusters Score -3641982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -3641980.250000 Penalty: 3275.045410
	Iteration 30Q: 3 clusters Score -3641980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -3641984.250000 Penalty: 3275.045410
	Iteration 31Q: 3 clusters Score -3641984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -3641984.250000 Penalty: 3275.045410
	Iteration 32F: 3 clusters Score -3641984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -189216.593750 Penalty: 1176.255737
	Iteration 0F: 2 clusters Score -189216.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -187504.718750 Penalty: 2352.511475
	Iteration 0F: 3 clusters Score -187504.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -187981.625000 Penalty: 2352.511475
	Iteration 1F: 3 clusters Score -187981.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -188172.375000 Penalty: 2352.511475
	Iteration 2F: 3 clusters Score -188172.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -188279.296875 Penalty: 2352.511475
	Iteration 3F: 3 clusters Score -188279.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -188368.328125 Penalty: 2352.511475
	Iteration 4F: 3 clusters Score -188368.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -188447.781250 Penalty: 2352.511475
	Iteration 5Q: 3 clusters Score -188447.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -188490.703125 Penalty: 2352.511475
	Iteration 6Q: 3 clusters Score -188490.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -188514.765625 Penalty: 2352.511475
	Iteration 7Q: 3 clusters Score -188514.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -188534.015625 Penalty: 2352.511475
	Iteration 8Q: 3 clusters Score -188534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -188560.781250 Penalty: 2352.511475
	Iteration 9Q: 3 clusters Score -188560.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -188573.531250 Penalty: 2352.511475
	Iteration 10Q: 3 clusters Score -188573.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -188581.562500 Penalty: 2352.511475
	Iteration 11Q: 3 clusters Score -188581.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -188587.609375 Penalty: 2352.511475
	Iteration 12Q: 3 clusters Score -188587.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -188594.312500 Penalty: 2352.511475
	Iteration 13Q: 3 clusters Score -188594.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -188598.187500 Penalty: 2352.511475
	Iteration 14Q: 3 clusters Score -188598.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -188602.468750 Penalty: 2352.511475
	Iteration 15Q: 3 clusters Score -188602.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -188605.109375 Penalty: 2352.511475
	Iteration 16Q: 3 clusters Score -188605.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -188606.203125 Penalty: 2352.511475
	Iteration 17Q: 3 clusters Score -188606.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -188606.625000 Penalty: 2352.511475
	Iteration 18Q: 3 clusters Score -188606.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -188606.625000 Penalty: 2352.511475
	Iteration 19F: 3 clusters Score -188606.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -327312.187500 Penalty: 1270.560303
	Iteration 0F: 2 clusters Score -327312.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -324919.937500 Penalty: 2541.120605
	Iteration 0F: 3 clusters Score -324919.9 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -325530.750000 Penalty: 2541.120605
	Iteration 1F: 3 clusters Score -325530.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -325709.031250 Penalty: 2541.120605
	Iteration 2F: 3 clusters Score -325709 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -325824.625000 Penalty: 2541.120605
	Iteration 3F: 3 clusters Score -325824.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -325889.187500 Penalty: 2541.120605
	Iteration 4Q: 3 clusters Score -325889.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -325951.062500 Penalty: 2541.120605
	Iteration 5Q: 3 clusters Score -325951.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -326001.468750 Penalty: 2541.120605
	Iteration 6Q: 3 clusters Score -326001.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -326046.218750 Penalty: 2541.120605
	Iteration 7Q: 3 clusters Score -326046.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -326090.000000 Penalty: 2541.120605
	Iteration 8Q: 3 clusters Score -326090 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -326152.375000 Penalty: 2541.120605
	Iteration 9Q: 3 clusters Score -326152.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -326213.875000 Penalty: 2541.120605
	Iteration 10Q: 3 clusters Score -326213.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -326263.250000 Penalty: 2541.120605
	Iteration 11Q: 3 clusters Score -326263.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -326311.218750 Penalty: 2541.120605
	Iteration 12Q: 3 clusters Score -326311.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -326354.281250 Penalty: 2541.120605
	Iteration 13Q: 3 clusters Score -326354.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -326388.718750 Penalty: 2541.120605
	Iteration 14Q: 3 clusters Score -326388.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -326411.562500 Penalty: 2541.120605
	Iteration 15Q: 3 clusters Score -326411.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -326429.406250 Penalty: 2541.120605
	Iteration 16Q: 3 clusters Score -326429.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -326452.937500 Penalty: 2541.120605
	Iteration 17Q: 3 clusters Score -326452.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -326475.093750 Penalty: 2541.120605
	Iteration 18Q: 3 clusters Score -326475.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -326494.937500 Penalty: 2541.120605
	Iteration 19Q: 3 clusters Score -326494.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -326515.968750 Penalty: 2541.120605
	Iteration 20F: 3 clusters Score -326516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -326534.187500 Penalty: 2541.120605
	Iteration 21Q: 3 clusters Score -326534.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -326554.968750 Penalty: 2541.120605
	Iteration 22Q: 3 clusters Score -326555 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -326571.062500 Penalty: 2541.120605
	Iteration 23Q: 3 clusters Score -326571.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -326587.781250 Penalty: 2541.120605
	Iteration 24Q: 3 clusters Score -326587.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -326601.843750 Penalty: 2541.120605
	Iteration 25Q: 3 clusters Score -326601.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -326616.125000 Penalty: 2541.120605
	Iteration 26Q: 3 clusters Score -326616.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -326631.531250 Penalty: 2541.120605
	Iteration 27Q: 3 clusters Score -326631.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -326638.593750 Penalty: 2541.120605
	Iteration 28Q: 3 clusters Score -326638.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -326646.593750 Penalty: 2541.120605
	Iteration 29Q: 3 clusters Score -326646.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -326654.937500 Penalty: 2541.120605
	Iteration 30Q: 3 clusters Score -326654.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -326662.906250 Penalty: 2541.120605
	Iteration 31Q: 3 clusters Score -326662.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -326672.312500 Penalty: 2541.120605
	Iteration 32Q: 3 clusters Score -326672.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -326678.281250 Penalty: 2541.120605
	Iteration 33Q: 3 clusters Score -326678.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -326680.625000 Penalty: 2541.120605
	Iteration 34Q: 3 clusters Score -326680.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -326681.875000 Penalty: 2541.120605
	Iteration 35Q: 3 clusters Score -326681.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -326682.687500 Penalty: 2541.120605
	Iteration 36Q: 3 clusters Score -326682.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -326683.000000 Penalty: 2541.120605
	Iteration 37Q: 3 clusters Score -326683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -326683.656250 Penalty: 2541.120605
	Iteration 38Q: 3 clusters Score -326683.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -326683.656250 Penalty: 2541.120605
	Iteration 39F: 3 clusters Score -326683.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Entering Unmasked Estep 
Score: -2135230.250000 Penalty: 1550.717407
	Iteration 0F: 2 clusters Score -2135230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2125873.500000 Penalty: 3101.434814
	Iteration 0F: 3 clusters Score -2125874 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2129083.750000 Penalty: 3101.434814
	Iteration 1F: 3 clusters Score -2129084 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2129388.500000 Penalty: 3101.434814
	Iteration 2F: 3 clusters Score -2129388 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2129669.750000 Penalty: 3101.434814
	Iteration 3Q: 3 clusters Score -2129670 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2129953.750000 Penalty: 3101.434814
	Iteration 4Q: 3 clusters Score -2129954 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2130288.500000 Penalty: 3101.434814
	Iteration 5F: 3 clusters Score -2130288 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2130605.500000 Penalty: 3101.434814
	Iteration 6Q: 3 clusters Score -2130606 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2130946.500000 Penalty: 3101.434814
	Iteration 7Q: 3 clusters Score -2130946 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2131259.500000 Penalty: 3101.434814
	Iteration 8Q: 3 clusters Score -2131260 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2131588.000000 Penalty: 3101.434814
	Iteration 9Q: 3 clusters Score -2131588 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2131898.500000 Penalty: 3101.434814
	Iteration 10Q: 3 clusters Score -2131898 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2132213.000000 Penalty: 3101.434814
	Iteration 11Q: 3 clusters Score -2132213 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2132544.250000 Penalty: 3101.434814
	Iteration 12Q: 3 clusters Score -2132544 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2132861.000000 Penalty: 3101.434814
	Iteration 13Q: 3 clusters Score -2132861 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2133132.500000 Penalty: 3101.434814
	Iteration 14Q: 3 clusters Score -2133132 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2133359.000000 Penalty: 3101.434814
	Iteration 15Q: 3 clusters Score -2133359 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2133534.500000 Penalty: 3101.434814
	Iteration 16Q: 3 clusters Score -2133534 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2133631.250000 Penalty: 3101.434814
	Iteration 17Q: 3 clusters Score -2133631 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2133710.000000 Penalty: 3101.434814
	Iteration 18Q: 3 clusters Score -2133710 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2133759.750000 Penalty: 3101.434814
	Iteration 19Q: 3 clusters Score -2133760 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2133801.750000 Penalty: 3101.434814
	Iteration 20F: 3 clusters Score -2133802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2133834.250000 Penalty: 3101.434814
	Iteration 21Q: 3 clusters Score -2133834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2133857.250000 Penalty: 3101.434814
	Iteration 22Q: 3 clusters Score -2133857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2133869.750000 Penalty: 3101.434814
	Iteration 23Q: 3 clusters Score -2133870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2133885.000000 Penalty: 3101.434814
	Iteration 24Q: 3 clusters Score -2133885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2133903.000000 Penalty: 3101.434814
	Iteration 25Q: 3 clusters Score -2133903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2133905.500000 Penalty: 3101.434814
	Iteration 26Q: 3 clusters Score -2133906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2133903.250000 Penalty: 3101.434814
	Iteration 27Q: 3 clusters Score -2133903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2133905.000000 Penalty: 3101.434814
	Iteration 28Q: 3 clusters Score -2133905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2133906.000000 Penalty: 3101.434814
	Iteration 29Q: 3 clusters Score -2133906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2133907.750000 Penalty: 3101.434814
	Iteration 30Q: 3 clusters Score -2133908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2133909.750000 Penalty: 3101.434814
	Iteration 31Q: 3 clusters Score -2133910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2133911.000000 Penalty: 3101.434814
	Iteration 32Q: 3 clusters Score -2133911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2133911.250000 Penalty: 3101.434814
	Iteration 33Q: 3 clusters Score -2133911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2133916.750000 Penalty: 3101.434814
	Iteration 34Q: 3 clusters Score -2133917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2133918.250000 Penalty: 3101.434814
	Iteration 35Q: 3 clusters Score -2133918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2133916.000000 Penalty: 3101.434814
	Iteration 36Q: 3 clusters Score -2133916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2133917.250000 Penalty: 3101.434814
	Iteration 37Q: 3 clusters Score -2133917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2133917.250000 Penalty: 3101.434814
	Iteration 38F: 3 clusters Score -2133917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Entering Unmasked Estep 
Score: -703802.000000 Penalty: 1382.312134
	Iteration 0F: 2 clusters Score -703802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -699893.812500 Penalty: 2764.624268
	Iteration 0F: 3 clusters Score -699893.8 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -701058.437500 Penalty: 2764.624268
	Iteration 1F: 3 clusters Score -701058.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -701288.250000 Penalty: 2764.624268
	Iteration 2F: 3 clusters Score -701288.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -701450.312500 Penalty: 2764.624268
	Iteration 3F: 3 clusters Score -701450.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -701582.625000 Penalty: 2764.624268
	Iteration 4Q: 3 clusters Score -701582.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -701733.875000 Penalty: 2764.624268
	Iteration 5Q: 3 clusters Score -701733.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -701838.937500 Penalty: 2764.624268
	Iteration 6Q: 3 clusters Score -701838.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -701934.062500 Penalty: 2764.624268
	Iteration 7Q: 3 clusters Score -701934.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -702014.687500 Penalty: 2764.624268
	Iteration 8Q: 3 clusters Score -702014.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -702074.625000 Penalty: 2764.624268
	Iteration 9Q: 3 clusters Score -702074.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -702143.937500 Penalty: 2764.624268
	Iteration 10Q: 3 clusters Score -702143.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -702218.625000 Penalty: 2764.624268
	Iteration 11Q: 3 clusters Score -702218.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -702266.687500 Penalty: 2764.624268
	Iteration 12Q: 3 clusters Score -702266.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -702312.875000 Penalty: 2764.624268
	Iteration 13Q: 3 clusters Score -702312.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -702359.375000 Penalty: 2764.624268
	Iteration 14Q: 3 clusters Score -702359.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -702407.187500 Penalty: 2764.624268
	Iteration 15Q: 3 clusters Score -702407.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -702438.187500 Penalty: 2764.624268
	Iteration 16Q: 3 clusters Score -702438.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -702471.500000 Penalty: 2764.624268
	Iteration 17Q: 3 clusters Score -702471.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -702504.812500 Penalty: 2764.624268
	Iteration 18Q: 3 clusters Score -702504.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -702536.375000 Penalty: 2764.624268
	Iteration 19Q: 3 clusters Score -702536.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -702569.750000 Penalty: 2764.624268
	Iteration 20F: 3 clusters Score -702569.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -702612.187500 Penalty: 2764.624268
	Iteration 21Q: 3 clusters Score -702612.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -702646.750000 Penalty: 2764.624268
	Iteration 22Q: 3 clusters Score -702646.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -702681.125000 Penalty: 2764.624268
	Iteration 23Q: 3 clusters Score -702681.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -702704.437500 Penalty: 2764.624268
	Iteration 24Q: 3 clusters Score -702704.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -702719.625000 Penalty: 2764.624268
	Iteration 25Q: 3 clusters Score -702719.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -702734.625000 Penalty: 2764.624268
	Iteration 26Q: 3 clusters Score -702734.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -702743.875000 Penalty: 2764.624268
	Iteration 27Q: 3 clusters Score -702743.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -702755.500000 Penalty: 2764.624268
	Iteration 28Q: 3 clusters Score -702755.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -702763.812500 Penalty: 2764.624268
	Iteration 29Q: 3 clusters Score -702763.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -702768.687500 Penalty: 2764.624268
	Iteration 30Q: 3 clusters Score -702768.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -702773.062500 Penalty: 2764.624268
	Iteration 31Q: 3 clusters Score -702773.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -702778.687500 Penalty: 2764.624268
	Iteration 32Q: 3 clusters Score -702778.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -702783.500000 Penalty: 2764.624268
	Iteration 33Q: 3 clusters Score -702783.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -702789.187500 Penalty: 2764.624268
	Iteration 34Q: 3 clusters Score -702789.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -702792.750000 Penalty: 2764.624268
	Iteration 35Q: 3 clusters Score -702792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -702795.937500 Penalty: 2764.624268
	Iteration 36Q: 3 clusters Score -702795.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -702796.125000 Penalty: 2764.624268
	Iteration 37Q: 3 clusters Score -702796.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -702797.750000 Penalty: 2764.624268
	Iteration 38Q: 3 clusters Score -702797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -702799.562500 Penalty: 2764.624268
	Iteration 39Q: 3 clusters Score -702799.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -702799.562500 Penalty: 2764.624268
	Iteration 40F: 3 clusters Score -702799.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -281240.500000 Penalty: 1234.332153
	Iteration 0F: 2 clusters Score -281240.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -279153.531250 Penalty: 2468.664307
	Iteration 0F: 3 clusters Score -279153.5 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -279619.875000 Penalty: 2468.664307
	Iteration 1F: 3 clusters Score -279619.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -279769.250000 Penalty: 2468.664307
	Iteration 2F: 3 clusters Score -279769.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -279853.187500 Penalty: 2468.664307
	Iteration 3F: 3 clusters Score -279853.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -279905.718750 Penalty: 2468.664307
	Iteration 4Q: 3 clusters Score -279905.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -279947.375000 Penalty: 2468.664307
	Iteration 5Q: 3 clusters Score -279947.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -279972.406250 Penalty: 2468.664307
	Iteration 6Q: 3 clusters Score -279972.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -279985.968750 Penalty: 2468.664307
	Iteration 7Q: 3 clusters Score -279986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -279996.843750 Penalty: 2468.664307
	Iteration 8Q: 3 clusters Score -279996.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -280003.937500 Penalty: 2468.664307
	Iteration 9Q: 3 clusters Score -280003.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -280010.343750 Penalty: 2468.664307
	Iteration 10Q: 3 clusters Score -280010.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -280013.687500 Penalty: 2468.664307
	Iteration 11Q: 3 clusters Score -280013.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -280024.656250 Penalty: 2468.664307
	Iteration 12Q: 3 clusters Score -280024.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -280035.312500 Penalty: 2468.664307
	Iteration 13Q: 3 clusters Score -280035.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -280048.718750 Penalty: 2468.664307
	Iteration 14Q: 3 clusters Score -280048.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -280058.000000 Penalty: 2468.664307
	Iteration 15Q: 3 clusters Score -280058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -280062.687500 Penalty: 2468.664307
	Iteration 16Q: 3 clusters Score -280062.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -280065.062500 Penalty: 2468.664307
	Iteration 17Q: 3 clusters Score -280065.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -280068.812500 Penalty: 2468.664307
	Iteration 18Q: 3 clusters Score -280068.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -280073.031250 Penalty: 2468.664307
	Iteration 19Q: 3 clusters Score -280073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -280075.875000 Penalty: 2468.664307
	Iteration 20F: 3 clusters Score -280075.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -280079.468750 Penalty: 2468.664307
	Iteration 21Q: 3 clusters Score -280079.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -280082.812500 Penalty: 2468.664307
	Iteration 22Q: 3 clusters Score -280082.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -280087.531250 Penalty: 2468.664307
	Iteration 23Q: 3 clusters Score -280087.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -280090.093750 Penalty: 2468.664307
	Iteration 24Q: 3 clusters Score -280090.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -280090.281250 Penalty: 2468.664307
	Iteration 25Q: 3 clusters Score -280090.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -280091.687500 Penalty: 2468.664307
	Iteration 26Q: 3 clusters Score -280091.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -280092.250000 Penalty: 2468.664307
	Iteration 27Q: 3 clusters Score -280092.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -280092.562500 Penalty: 2468.664307
	Iteration 28Q: 3 clusters Score -280092.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -280093.406250 Penalty: 2468.664307
	Iteration 29Q: 3 clusters Score -280093.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -280093.593750 Penalty: 2468.664307
	Iteration 30Q: 3 clusters Score -280093.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -280093.593750 Penalty: 2468.664307
	Iteration 31F: 3 clusters Score -280093.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Entering Unmasked Estep 
Score: -538305.500000 Penalty: 1341.614380
	Iteration 0F: 2 clusters Score -538305.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -535042.250000 Penalty: 2683.228760
	Iteration 0F: 3 clusters Score -535042.2 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -536025.437500 Penalty: 2683.228760
	Iteration 1F: 3 clusters Score -536025.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -536306.937500 Penalty: 2683.228760
	Iteration 2F: 3 clusters Score -536306.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -536524.437500 Penalty: 2683.228760
	Iteration 3F: 3 clusters Score -536524.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -536759.125000 Penalty: 2683.228760
	Iteration 4F: 3 clusters Score -536759.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -537023.250000 Penalty: 2683.228760
	Iteration 5F: 3 clusters Score -537023.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -537255.562500 Penalty: 2683.228760
	Iteration 6F: 3 clusters Score -537255.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -537428.000000 Penalty: 2683.228760
	Iteration 7F: 3 clusters Score -537428 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -537546.875000 Penalty: 2683.228760
	Iteration 8Q: 3 clusters Score -537546.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -537611.312500 Penalty: 2683.228760
	Iteration 9Q: 3 clusters Score -537611.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -537652.250000 Penalty: 2683.228760
	Iteration 10Q: 3 clusters Score -537652.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -537683.750000 Penalty: 2683.228760
	Iteration 11Q: 3 clusters Score -537683.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -537702.312500 Penalty: 2683.228760
	Iteration 12Q: 3 clusters Score -537702.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -537716.750000 Penalty: 2683.228760
	Iteration 13Q: 3 clusters Score -537716.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -537723.437500 Penalty: 2683.228760
	Iteration 14Q: 3 clusters Score -537723.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -537727.750000 Penalty: 2683.228760
	Iteration 15Q: 3 clusters Score -537727.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -537731.187500 Penalty: 2683.228760
	Iteration 16Q: 3 clusters Score -537731.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -537732.875000 Penalty: 2683.228760
	Iteration 17Q: 3 clusters Score -537732.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -537736.937500 Penalty: 2683.228760
	Iteration 18Q: 3 clusters Score -537736.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -537742.437500 Penalty: 2683.228760
	Iteration 19Q: 3 clusters Score -537742.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -537749.312500 Penalty: 2683.228760
	Iteration 20F: 3 clusters Score -537749.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -537755.000000 Penalty: 2683.228760
	Iteration 21Q: 3 clusters Score -537755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -537761.187500 Penalty: 2683.228760
	Iteration 22Q: 3 clusters Score -537761.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -537767.312500 Penalty: 2683.228760
	Iteration 23Q: 3 clusters Score -537767.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -537771.375000 Penalty: 2683.228760
	Iteration 24Q: 3 clusters Score -537771.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -537772.250000 Penalty: 2683.228760
	Iteration 25Q: 3 clusters Score -537772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -537775.187500 Penalty: 2683.228760
	Iteration 26Q: 3 clusters Score -537775.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -537776.750000 Penalty: 2683.228760
	Iteration 27Q: 3 clusters Score -537776.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -537779.250000 Penalty: 2683.228760
	Iteration 28Q: 3 clusters Score -537779.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -537780.500000 Penalty: 2683.228760
	Iteration 29Q: 3 clusters Score -537780.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -537782.375000 Penalty: 2683.228760
	Iteration 30Q: 3 clusters Score -537782.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -537782.625000 Penalty: 2683.228760
	Iteration 31Q: 3 clusters Score -537782.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -537783.250000 Penalty: 2683.228760
	Iteration 32Q: 3 clusters Score -537783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -537783.187500 Penalty: 2683.228760
	Iteration 33Q: 3 clusters Score -537783.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -537783.937500 Penalty: 2683.228760
	Iteration 34Q: 3 clusters Score -537783.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -537785.812500 Penalty: 2683.228760
	Iteration 35Q: 3 clusters Score -537785.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -537786.562500 Penalty: 2683.228760
	Iteration 36Q: 3 clusters Score -537786.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -537785.562500 Penalty: 2683.228760
	Iteration 37Q: 3 clusters Score -537785.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -537787.687500 Penalty: 2683.228760
	Iteration 38Q: 3 clusters Score -537787.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -537787.687500 Penalty: 2683.228760
	Iteration 39Q: 3 clusters Score -537787.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -537788.187500 Penalty: 2683.228760
	Iteration 40F: 3 clusters Score -537788.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -537788.812500 Penalty: 2683.228760
	Iteration 41Q: 3 clusters Score -537788.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -537789.125000 Penalty: 2683.228760
	Iteration 42Q: 3 clusters Score -537789.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -537789.125000 Penalty: 2683.228760
	Iteration 43F: 3 clusters Score -537789.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -203429.703125 Penalty: 1185.446655
	Iteration 0F: 2 clusters Score -203429.7 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 734 members 
Entering Unmasked Estep 
Score: -201726.203125 Penalty: 2370.893311
	Iteration 0F: 3 clusters Score -201726.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -202183.109375 Penalty: 2370.893311
	Iteration 1F: 3 clusters Score -202183.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -202346.125000 Penalty: 2370.893311
	Iteration 2F: 3 clusters Score -202346.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -202490.546875 Penalty: 2370.893311
	Iteration 3F: 3 clusters Score -202490.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -202607.468750 Penalty: 2370.893311
	Iteration 4F: 3 clusters Score -202607.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -202676.078125 Penalty: 2370.893311
	Iteration 5Q: 3 clusters Score -202676.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -202722.765625 Penalty: 2370.893311
	Iteration 6Q: 3 clusters Score -202722.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -202750.265625 Penalty: 2370.893311
	Iteration 7Q: 3 clusters Score -202750.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -202768.234375 Penalty: 2370.893311
	Iteration 8Q: 3 clusters Score -202768.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -202784.390625 Penalty: 2370.893311
	Iteration 9Q: 3 clusters Score -202784.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -202793.468750 Penalty: 2370.893311
	Iteration 10Q: 3 clusters Score -202793.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -202798.578125 Penalty: 2370.893311
	Iteration 11Q: 3 clusters Score -202798.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -202801.921875 Penalty: 2370.893311
	Iteration 12Q: 3 clusters Score -202801.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -202804.046875 Penalty: 2370.893311
	Iteration 13Q: 3 clusters Score -202804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -202804.468750 Penalty: 2370.893311
	Iteration 14Q: 3 clusters Score -202804.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -202804.468750 Penalty: 2370.893311
	Iteration 15F: 3 clusters Score -202804.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Entering Unmasked Estep 
Score: -1655830.625000 Penalty: 1511.249756
	Iteration 0F: 2 clusters Score -1655831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1648161.375000 Penalty: 3022.499512
	Iteration 0F: 3 clusters Score -1648161 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1650811.625000 Penalty: 3022.499512
	Iteration 1F: 3 clusters Score -1650812 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1651198.500000 Penalty: 3022.499512
	Iteration 2F: 3 clusters Score -1651198 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1651625.500000 Penalty: 3022.499512
	Iteration 3F: 3 clusters Score -1651626 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1652078.000000 Penalty: 3022.499512
	Iteration 4F: 3 clusters Score -1652078 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1652502.375000 Penalty: 3022.499512
	Iteration 5F: 3 clusters Score -1652502 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1652875.625000 Penalty: 3022.499512
	Iteration 6F: 3 clusters Score -1652876 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1653232.750000 Penalty: 3022.499512
	Iteration 7Q: 3 clusters Score -1653233 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1653563.750000 Penalty: 3022.499512
	Iteration 8Q: 3 clusters Score -1653564 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1653831.000000 Penalty: 3022.499512
	Iteration 9Q: 3 clusters Score -1653831 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1654049.250000 Penalty: 3022.499512
	Iteration 10Q: 3 clusters Score -1654049 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1654222.375000 Penalty: 3022.499512
	Iteration 11Q: 3 clusters Score -1654222 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1654328.625000 Penalty: 3022.499512
	Iteration 12Q: 3 clusters Score -1654329 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1654398.125000 Penalty: 3022.499512
	Iteration 13Q: 3 clusters Score -1654398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1654440.750000 Penalty: 3022.499512
	Iteration 14Q: 3 clusters Score -1654441 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1654471.000000 Penalty: 3022.499512
	Iteration 15Q: 3 clusters Score -1654471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1654484.000000 Penalty: 3022.499512
	Iteration 16Q: 3 clusters Score -1654484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1654499.125000 Penalty: 3022.499512
	Iteration 17Q: 3 clusters Score -1654499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1654504.625000 Penalty: 3022.499512
	Iteration 18Q: 3 clusters Score -1654505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1654511.625000 Penalty: 3022.499512
	Iteration 19Q: 3 clusters Score -1654512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1654516.750000 Penalty: 3022.499512
	Iteration 20F: 3 clusters Score -1654517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1654521.625000 Penalty: 3022.499512
	Iteration 21Q: 3 clusters Score -1654522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1654529.875000 Penalty: 3022.499512
	Iteration 22Q: 3 clusters Score -1654530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1654534.375000 Penalty: 3022.499512
	Iteration 23Q: 3 clusters Score -1654534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1654536.000000 Penalty: 3022.499512
	Iteration 24Q: 3 clusters Score -1654536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1654538.375000 Penalty: 3022.499512
	Iteration 25Q: 3 clusters Score -1654538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1654541.750000 Penalty: 3022.499512
	Iteration 26Q: 3 clusters Score -1654542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1654541.750000 Penalty: 3022.499512
	Iteration 27F: 3 clusters Score -1654542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -166217.171875 Penalty: 1157.858521
	Iteration 0F: 2 clusters Score -166217.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -164617.562500 Penalty: 2315.717041
	Iteration 0F: 3 clusters Score -164617.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -164912.843750 Penalty: 2315.717041
	Iteration 1F: 3 clusters Score -164912.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -164990.828125 Penalty: 2315.717041
	Iteration 2F: 3 clusters Score -164990.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -165043.031250 Penalty: 2315.717041
	Iteration 3Q: 3 clusters Score -165043 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -165077.437500 Penalty: 2315.717041
	Iteration 4Q: 3 clusters Score -165077.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -165110.062500 Penalty: 2315.717041
	Iteration 5Q: 3 clusters Score -165110.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -165139.812500 Penalty: 2315.717041
	Iteration 6Q: 3 clusters Score -165139.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -165158.093750 Penalty: 2315.717041
	Iteration 7Q: 3 clusters Score -165158.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -165172.312500 Penalty: 2315.717041
	Iteration 8Q: 3 clusters Score -165172.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -165183.421875 Penalty: 2315.717041
	Iteration 9Q: 3 clusters Score -165183.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -165186.843750 Penalty: 2315.717041
	Iteration 10Q: 3 clusters Score -165186.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -165192.046875 Penalty: 2315.717041
	Iteration 11Q: 3 clusters Score -165192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -165192.656250 Penalty: 2315.717041
	Iteration 12Q: 3 clusters Score -165192.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -165193.031250 Penalty: 2315.717041
	Iteration 13Q: 3 clusters Score -165193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -165193.031250 Penalty: 2315.717041
	Iteration 14F: 3 clusters Score -165193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -258177.984375 Penalty: 1241.363647
	Iteration 0F: 2 clusters Score -258178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -256008.609375 Penalty: 2482.727295
	Iteration 0F: 3 clusters Score -256008.6 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -256503.000000 Penalty: 2482.727295
	Iteration 1F: 3 clusters Score -256503 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -256687.078125 Penalty: 2482.727295
	Iteration 2F: 3 clusters Score -256687.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -256884.171875 Penalty: 2482.727295
	Iteration 3F: 3 clusters Score -256884.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -257056.312500 Penalty: 2482.727295
	Iteration 4F: 3 clusters Score -257056.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -257260.843750 Penalty: 2482.727295
	Iteration 5F: 3 clusters Score -257260.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -257446.718750 Penalty: 2482.727295
	Iteration 6F: 3 clusters Score -257446.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -257614.437500 Penalty: 2482.727295
	Iteration 7Q: 3 clusters Score -257614.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -257752.421875 Penalty: 2482.727295
	Iteration 8Q: 3 clusters Score -257752.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -257901.796875 Penalty: 2482.727295
	Iteration 9Q: 3 clusters Score -257901.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -258002.640625 Penalty: 2482.727295
	Iteration 10Q: 3 clusters Score -258002.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -258045.250000 Penalty: 2482.727295
	Iteration 11Q: 3 clusters Score -258045.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -258058.000000 Penalty: 2482.727295
	Iteration 12Q: 3 clusters Score -258058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -258071.656250 Penalty: 2482.727295
	Iteration 13Q: 3 clusters Score -258071.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -258082.609375 Penalty: 2482.727295
	Iteration 14Q: 3 clusters Score -258082.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -258092.796875 Penalty: 2482.727295
	Iteration 15Q: 3 clusters Score -258092.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -258100.312500 Penalty: 2482.727295
	Iteration 16Q: 3 clusters Score -258100.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -258106.234375 Penalty: 2482.727295
	Iteration 17Q: 3 clusters Score -258106.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -258110.765625 Penalty: 2482.727295
	Iteration 18Q: 3 clusters Score -258110.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -258112.640625 Penalty: 2482.727295
	Iteration 19Q: 3 clusters Score -258112.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -258113.468750 Penalty: 2482.727295
	Iteration 20F: 3 clusters Score -258113.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -258114.718750 Penalty: 2482.727295
	Iteration 21Q: 3 clusters Score -258114.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -258117.015625 Penalty: 2482.727295
	Iteration 22Q: 3 clusters Score -258117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -258118.812500 Penalty: 2482.727295
	Iteration 23Q: 3 clusters Score -258118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -258120.406250 Penalty: 2482.727295
	Iteration 24Q: 3 clusters Score -258120.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -258121.781250 Penalty: 2482.727295
	Iteration 25Q: 3 clusters Score -258121.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -258121.781250 Penalty: 2482.727295
	Iteration 26F: 3 clusters Score -258121.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Entering Unmasked Estep 
Score: -1343034.875000 Penalty: 1487.091553
	Iteration 0F: 2 clusters Score -1343035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1336307.625000 Penalty: 2974.183105
	Iteration 0F: 3 clusters Score -1336308 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1338504.625000 Penalty: 2974.183105
	Iteration 1F: 3 clusters Score -1338505 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1338784.250000 Penalty: 2974.183105
	Iteration 2F: 3 clusters Score -1338784 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1339036.125000 Penalty: 2974.183105
	Iteration 3F: 3 clusters Score -1339036 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1339291.250000 Penalty: 2974.183105
	Iteration 4F: 3 clusters Score -1339291 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1339570.000000 Penalty: 2974.183105
	Iteration 5F: 3 clusters Score -1339570 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1339867.125000 Penalty: 2974.183105
	Iteration 6Q: 3 clusters Score -1339867 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1340185.000000 Penalty: 2974.183105
	Iteration 7Q: 3 clusters Score -1340185 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1340532.250000 Penalty: 2974.183105
	Iteration 8Q: 3 clusters Score -1340532 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1340890.125000 Penalty: 2974.183105
	Iteration 9Q: 3 clusters Score -1340890 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1341214.000000 Penalty: 2974.183105
	Iteration 10Q: 3 clusters Score -1341214 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1341410.250000 Penalty: 2974.183105
	Iteration 11Q: 3 clusters Score -1341410 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1341519.500000 Penalty: 2974.183105
	Iteration 12Q: 3 clusters Score -1341520 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1341561.125000 Penalty: 2974.183105
	Iteration 13Q: 3 clusters Score -1341561 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1341596.750000 Penalty: 2974.183105
	Iteration 14Q: 3 clusters Score -1341597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1341622.000000 Penalty: 2974.183105
	Iteration 15Q: 3 clusters Score -1341622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1341645.500000 Penalty: 2974.183105
	Iteration 16Q: 3 clusters Score -1341646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1341656.750000 Penalty: 2974.183105
	Iteration 17Q: 3 clusters Score -1341657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1341669.000000 Penalty: 2974.183105
	Iteration 18Q: 3 clusters Score -1341669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1341689.125000 Penalty: 2974.183105
	Iteration 19Q: 3 clusters Score -1341689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1341699.625000 Penalty: 2974.183105
	Iteration 20F: 3 clusters Score -1341700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1341707.250000 Penalty: 2974.183105
	Iteration 21Q: 3 clusters Score -1341707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1341708.500000 Penalty: 2974.183105
	Iteration 22Q: 3 clusters Score -1341708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1341709.875000 Penalty: 2974.183105
	Iteration 23Q: 3 clusters Score -1341710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1341712.875000 Penalty: 2974.183105
	Iteration 24Q: 3 clusters Score -1341713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1341714.000000 Penalty: 2974.183105
	Iteration 25Q: 3 clusters Score -1341714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1341714.125000 Penalty: 2974.183105
	Iteration 26Q: 3 clusters Score -1341714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1341714.125000 Penalty: 2974.183105
	Iteration 27F: 3 clusters Score -1341714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Entering Unmasked Estep 
Score: -2252210.000000 Penalty: 1559.329712
	Iteration 0F: 2 clusters Score -2252210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2242266.500000 Penalty: 3118.659424
	Iteration 0F: 3 clusters Score -2242266 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2245965.750000 Penalty: 3118.659424
	Iteration 1F: 3 clusters Score -2245966 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2246336.000000 Penalty: 3118.659424
	Iteration 2F: 3 clusters Score -2246336 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2246632.500000 Penalty: 3118.659424
	Iteration 3F: 3 clusters Score -2246632 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2246880.250000 Penalty: 3118.659424
	Iteration 4Q: 3 clusters Score -2246880 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2247067.000000 Penalty: 3118.659424
	Iteration 5Q: 3 clusters Score -2247067 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2247209.000000 Penalty: 3118.659424
	Iteration 6Q: 3 clusters Score -2247209 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2247348.750000 Penalty: 3118.659424
	Iteration 7Q: 3 clusters Score -2247349 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2247495.500000 Penalty: 3118.659424
	Iteration 8Q: 3 clusters Score -2247496 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2247648.000000 Penalty: 3118.659424
	Iteration 9Q: 3 clusters Score -2247648 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2247809.250000 Penalty: 3118.659424
	Iteration 10Q: 3 clusters Score -2247809 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2248026.750000 Penalty: 3118.659424
	Iteration 11Q: 3 clusters Score -2248027 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2248255.500000 Penalty: 3118.659424
	Iteration 12Q: 3 clusters Score -2248256 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2248502.250000 Penalty: 3118.659424
	Iteration 13Q: 3 clusters Score -2248502 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2248773.750000 Penalty: 3118.659424
	Iteration 14Q: 3 clusters Score -2248774 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2249090.500000 Penalty: 3118.659424
	Iteration 15Q: 3 clusters Score -2249090 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2249415.500000 Penalty: 3118.659424
	Iteration 16Q: 3 clusters Score -2249416 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2249711.250000 Penalty: 3118.659424
	Iteration 17Q: 3 clusters Score -2249711 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2249999.750000 Penalty: 3118.659424
	Iteration 18Q: 3 clusters Score -2250000 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -2250223.000000 Penalty: 3118.659424
	Iteration 19Q: 3 clusters Score -2250223 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2250373.500000 Penalty: 3118.659424
	Iteration 20F: 3 clusters Score -2250374 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2250491.750000 Penalty: 3118.659424
	Iteration 21Q: 3 clusters Score -2250492 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2250559.000000 Penalty: 3118.659424
	Iteration 22Q: 3 clusters Score -2250559 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2250615.000000 Penalty: 3118.659424
	Iteration 23Q: 3 clusters Score -2250615 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2250652.000000 Penalty: 3118.659424
	Iteration 24Q: 3 clusters Score -2250652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2250682.500000 Penalty: 3118.659424
	Iteration 25Q: 3 clusters Score -2250682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2250720.750000 Penalty: 3118.659424
	Iteration 26Q: 3 clusters Score -2250721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2250737.500000 Penalty: 3118.659424
	Iteration 27Q: 3 clusters Score -2250738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2250758.750000 Penalty: 3118.659424
	Iteration 28Q: 3 clusters Score -2250759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2250766.500000 Penalty: 3118.659424
	Iteration 29Q: 3 clusters Score -2250766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2250771.000000 Penalty: 3118.659424
	Iteration 30Q: 3 clusters Score -2250771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2250777.500000 Penalty: 3118.659424
	Iteration 31Q: 3 clusters Score -2250778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2250785.750000 Penalty: 3118.659424
	Iteration 32Q: 3 clusters Score -2250786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2250790.250000 Penalty: 3118.659424
	Iteration 33Q: 3 clusters Score -2250790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2250793.750000 Penalty: 3118.659424
	Iteration 34Q: 3 clusters Score -2250794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2250796.750000 Penalty: 3118.659424
	Iteration 35Q: 3 clusters Score -2250797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2250798.500000 Penalty: 3118.659424
	Iteration 36Q: 3 clusters Score -2250798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2250798.250000 Penalty: 3118.659424
	Iteration 37Q: 3 clusters Score -2250798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2250795.500000 Penalty: 3118.659424
	Iteration 38Q: 3 clusters Score -2250796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2250795.500000 Penalty: 3118.659424
	Iteration 39F: 3 clusters Score -2250796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Entering Unmasked Estep 
Score: -555508.562500 Penalty: 1352.546997
	Iteration 0F: 2 clusters Score -555508.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -552135.250000 Penalty: 2705.093994
	Iteration 0F: 3 clusters Score -552135.2 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -553032.312500 Penalty: 2705.093994
	Iteration 1F: 3 clusters Score -553032.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -553249.000000 Penalty: 2705.093994
	Iteration 2F: 3 clusters Score -553249 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -553388.625000 Penalty: 2705.093994
	Iteration 3F: 3 clusters Score -553388.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -553518.875000 Penalty: 2705.093994
	Iteration 4Q: 3 clusters Score -553518.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -553666.500000 Penalty: 2705.093994
	Iteration 5Q: 3 clusters Score -553666.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -553857.750000 Penalty: 2705.093994
	Iteration 6F: 3 clusters Score -553857.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -554054.500000 Penalty: 2705.093994
	Iteration 7F: 3 clusters Score -554054.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -554206.375000 Penalty: 2705.093994
	Iteration 8Q: 3 clusters Score -554206.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -554323.250000 Penalty: 2705.093994
	Iteration 9Q: 3 clusters Score -554323.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -554400.375000 Penalty: 2705.093994
	Iteration 10Q: 3 clusters Score -554400.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -554455.187500 Penalty: 2705.093994
	Iteration 11Q: 3 clusters Score -554455.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -554499.000000 Penalty: 2705.093994
	Iteration 12Q: 3 clusters Score -554499 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -554539.000000 Penalty: 2705.093994
	Iteration 13Q: 3 clusters Score -554539 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -554572.375000 Penalty: 2705.093994
	Iteration 14Q: 3 clusters Score -554572.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -554601.875000 Penalty: 2705.093994
	Iteration 15Q: 3 clusters Score -554601.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -554627.562500 Penalty: 2705.093994
	Iteration 16Q: 3 clusters Score -554627.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -554642.750000 Penalty: 2705.093994
	Iteration 17Q: 3 clusters Score -554642.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -554657.625000 Penalty: 2705.093994
	Iteration 18Q: 3 clusters Score -554657.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -554673.750000 Penalty: 2705.093994
	Iteration 19Q: 3 clusters Score -554673.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -554691.562500 Penalty: 2705.093994
	Iteration 20F: 3 clusters Score -554691.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -554713.375000 Penalty: 2705.093994
	Iteration 21Q: 3 clusters Score -554713.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -554726.875000 Penalty: 2705.093994
	Iteration 22Q: 3 clusters Score -554726.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -554733.187500 Penalty: 2705.093994
	Iteration 23Q: 3 clusters Score -554733.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -554738.562500 Penalty: 2705.093994
	Iteration 24Q: 3 clusters Score -554738.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -554741.812500 Penalty: 2705.093994
	Iteration 25Q: 3 clusters Score -554741.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -554745.750000 Penalty: 2705.093994
	Iteration 26Q: 3 clusters Score -554745.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -554748.375000 Penalty: 2705.093994
	Iteration 27Q: 3 clusters Score -554748.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -554749.750000 Penalty: 2705.093994
	Iteration 28Q: 3 clusters Score -554749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -554751.437500 Penalty: 2705.093994
	Iteration 29Q: 3 clusters Score -554751.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -554751.500000 Penalty: 2705.093994
	Iteration 30Q: 3 clusters Score -554751.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -554752.875000 Penalty: 2705.093994
	Iteration 31Q: 3 clusters Score -554752.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -554752.937500 Penalty: 2705.093994
	Iteration 32Q: 3 clusters Score -554752.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -554754.812500 Penalty: 2705.093994
	Iteration 33Q: 3 clusters Score -554754.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -554756.250000 Penalty: 2705.093994
	Iteration 34Q: 3 clusters Score -554756.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -554757.312500 Penalty: 2705.093994
	Iteration 35Q: 3 clusters Score -554757.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -554758.562500 Penalty: 2705.093994
	Iteration 36Q: 3 clusters Score -554758.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -554758.812500 Penalty: 2705.093994
	Iteration 37Q: 3 clusters Score -554758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -554758.375000 Penalty: 2705.093994
	Iteration 38Q: 3 clusters Score -554758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -554759.562500 Penalty: 2705.093994
	Iteration 39Q: 3 clusters Score -554759.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -554759.562500 Penalty: 2705.093994
	Iteration 40F: 3 clusters Score -554759.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Entering Unmasked Estep 
Score: -401766.500000 Penalty: 1302.705322
	Iteration 0F: 2 clusters Score -401766.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -399096.781250 Penalty: 2605.410645
	Iteration 0F: 3 clusters Score -399096.8 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -399961.031250 Penalty: 2605.410645
	Iteration 1F: 3 clusters Score -399961 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -400359.531250 Penalty: 2605.410645
	Iteration 2F: 3 clusters Score -400359.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -400752.843750 Penalty: 2605.410645
	Iteration 3F: 3 clusters Score -400752.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -401004.906250 Penalty: 2605.410645
	Iteration 4F: 3 clusters Score -401004.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -401191.437500 Penalty: 2605.410645
	Iteration 5Q: 3 clusters Score -401191.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -401316.156250 Penalty: 2605.410645
	Iteration 6Q: 3 clusters Score -401316.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -401410.562500 Penalty: 2605.410645
	Iteration 7Q: 3 clusters Score -401410.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -401459.593750 Penalty: 2605.410645
	Iteration 8Q: 3 clusters Score -401459.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -401492.562500 Penalty: 2605.410645
	Iteration 9Q: 3 clusters Score -401492.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -401529.062500 Penalty: 2605.410645
	Iteration 10Q: 3 clusters Score -401529.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -401566.531250 Penalty: 2605.410645
	Iteration 11Q: 3 clusters Score -401566.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -401588.093750 Penalty: 2605.410645
	Iteration 12Q: 3 clusters Score -401588.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -401605.375000 Penalty: 2605.410645
	Iteration 13Q: 3 clusters Score -401605.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -401631.031250 Penalty: 2605.410645
	Iteration 14Q: 3 clusters Score -401631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -401649.750000 Penalty: 2605.410645
	Iteration 15Q: 3 clusters Score -401649.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -401668.593750 Penalty: 2605.410645
	Iteration 16Q: 3 clusters Score -401668.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -401683.062500 Penalty: 2605.410645
	Iteration 17Q: 3 clusters Score -401683.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -401693.218750 Penalty: 2605.410645
	Iteration 18Q: 3 clusters Score -401693.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -401702.375000 Penalty: 2605.410645
	Iteration 19Q: 3 clusters Score -401702.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -401710.250000 Penalty: 2605.410645
	Iteration 20F: 3 clusters Score -401710.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -401718.343750 Penalty: 2605.410645
	Iteration 21Q: 3 clusters Score -401718.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -401725.406250 Penalty: 2605.410645
	Iteration 22Q: 3 clusters Score -401725.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -401729.062500 Penalty: 2605.410645
	Iteration 23Q: 3 clusters Score -401729.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -401731.281250 Penalty: 2605.410645
	Iteration 24Q: 3 clusters Score -401731.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -401731.156250 Penalty: 2605.410645
	Iteration 25Q: 3 clusters Score -401731.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -401732.250000 Penalty: 2605.410645
	Iteration 26Q: 3 clusters Score -401732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -401731.937500 Penalty: 2605.410645
	Iteration 27Q: 3 clusters Score -401731.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -401731.937500 Penalty: 2605.410645
	Iteration 28F: 3 clusters Score -401731.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Entering Unmasked Estep 
Score: -372676.625000 Penalty: 1289.939453
	Iteration 0F: 2 clusters Score -372676.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -370092.843750 Penalty: 2579.878906
	Iteration 0F: 3 clusters Score -370092.8 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -370784.406250 Penalty: 2579.878906
	Iteration 1F: 3 clusters Score -370784.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -370961.093750 Penalty: 2579.878906
	Iteration 2F: 3 clusters Score -370961.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -371069.531250 Penalty: 2579.878906
	Iteration 3F: 3 clusters Score -371069.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -371130.468750 Penalty: 2579.878906
	Iteration 4Q: 3 clusters Score -371130.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -371180.187500 Penalty: 2579.878906
	Iteration 5Q: 3 clusters Score -371180.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -371235.750000 Penalty: 2579.878906
	Iteration 6Q: 3 clusters Score -371235.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -371277.656250 Penalty: 2579.878906
	Iteration 7Q: 3 clusters Score -371277.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -371313.156250 Penalty: 2579.878906
	Iteration 8Q: 3 clusters Score -371313.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -371348.312500 Penalty: 2579.878906
	Iteration 9Q: 3 clusters Score -371348.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -371394.343750 Penalty: 2579.878906
	Iteration 10Q: 3 clusters Score -371394.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -371443.500000 Penalty: 2579.878906
	Iteration 11Q: 3 clusters Score -371443.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -371490.250000 Penalty: 2579.878906
	Iteration 12Q: 3 clusters Score -371490.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -371532.843750 Penalty: 2579.878906
	Iteration 13Q: 3 clusters Score -371532.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -371585.281250 Penalty: 2579.878906
	Iteration 14Q: 3 clusters Score -371585.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -371630.093750 Penalty: 2579.878906
	Iteration 15Q: 3 clusters Score -371630.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -371672.937500 Penalty: 2579.878906
	Iteration 16Q: 3 clusters Score -371672.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -371709.593750 Penalty: 2579.878906
	Iteration 17Q: 3 clusters Score -371709.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -371745.968750 Penalty: 2579.878906
	Iteration 18Q: 3 clusters Score -371746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -371766.656250 Penalty: 2579.878906
	Iteration 19Q: 3 clusters Score -371766.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -371781.343750 Penalty: 2579.878906
	Iteration 20F: 3 clusters Score -371781.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -371791.468750 Penalty: 2579.878906
	Iteration 21Q: 3 clusters Score -371791.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -371795.625000 Penalty: 2579.878906
	Iteration 22Q: 3 clusters Score -371795.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -371801.562500 Penalty: 2579.878906
	Iteration 23Q: 3 clusters Score -371801.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -371809.531250 Penalty: 2579.878906
	Iteration 24Q: 3 clusters Score -371809.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -371815.468750 Penalty: 2579.878906
	Iteration 25Q: 3 clusters Score -371815.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -371822.125000 Penalty: 2579.878906
	Iteration 26Q: 3 clusters Score -371822.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -371829.593750 Penalty: 2579.878906
	Iteration 27Q: 3 clusters Score -371829.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -371831.250000 Penalty: 2579.878906
	Iteration 28Q: 3 clusters Score -371831.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -371832.906250 Penalty: 2579.878906
	Iteration 29Q: 3 clusters Score -371832.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -371833.156250 Penalty: 2579.878906
	Iteration 30Q: 3 clusters Score -371833.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -371834.031250 Penalty: 2579.878906
	Iteration 31Q: 3 clusters Score -371834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -371835.625000 Penalty: 2579.878906
	Iteration 32Q: 3 clusters Score -371835.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -371835.625000 Penalty: 2579.878906
	Iteration 33F: 3 clusters Score -371835.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Entering Unmasked Estep 
Score: -2019046.750000 Penalty: 1543.363647
	Iteration 0F: 2 clusters Score -2019047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2009936.250000 Penalty: 3086.727295
	Iteration 0F: 3 clusters Score -2009936 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2013221.750000 Penalty: 3086.727295
	Iteration 1F: 3 clusters Score -2013222 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2013536.000000 Penalty: 3086.727295
	Iteration 2F: 3 clusters Score -2013536 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2013810.125000 Penalty: 3086.727295
	Iteration 3F: 3 clusters Score -2013810 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2014103.500000 Penalty: 3086.727295
	Iteration 4Q: 3 clusters Score -2014104 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2014457.625000 Penalty: 3086.727295
	Iteration 5F: 3 clusters Score -2014458 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2014881.750000 Penalty: 3086.727295
	Iteration 6F: 3 clusters Score -2014882 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2015369.375000 Penalty: 3086.727295
	Iteration 7F: 3 clusters Score -2015369 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2015911.750000 Penalty: 3086.727295
	Iteration 8F: 3 clusters Score -2015912 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2016424.500000 Penalty: 3086.727295
	Iteration 9F: 3 clusters Score -2016424 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2016814.500000 Penalty: 3086.727295
	Iteration 10Q: 3 clusters Score -2016814 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2017044.625000 Penalty: 3086.727295
	Iteration 11Q: 3 clusters Score -2017045 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2017184.875000 Penalty: 3086.727295
	Iteration 12Q: 3 clusters Score -2017185 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2017282.375000 Penalty: 3086.727295
	Iteration 13Q: 3 clusters Score -2017282 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2017336.750000 Penalty: 3086.727295
	Iteration 14Q: 3 clusters Score -2017337 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2017379.250000 Penalty: 3086.727295
	Iteration 15Q: 3 clusters Score -2017379 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2017399.375000 Penalty: 3086.727295
	Iteration 16Q: 3 clusters Score -2017399 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2017424.125000 Penalty: 3086.727295
	Iteration 17Q: 3 clusters Score -2017424 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2017445.125000 Penalty: 3086.727295
	Iteration 18Q: 3 clusters Score -2017445 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2017483.500000 Penalty: 3086.727295
	Iteration 19Q: 3 clusters Score -2017484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2017494.000000 Penalty: 3086.727295
	Iteration 20F: 3 clusters Score -2017494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2017497.250000 Penalty: 3086.727295
	Iteration 21Q: 3 clusters Score -2017497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2017505.125000 Penalty: 3086.727295
	Iteration 22Q: 3 clusters Score -2017505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2017509.500000 Penalty: 3086.727295
	Iteration 23Q: 3 clusters Score -2017510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2017514.750000 Penalty: 3086.727295
	Iteration 24Q: 3 clusters Score -2017515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2017518.750000 Penalty: 3086.727295
	Iteration 25Q: 3 clusters Score -2017519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2017528.625000 Penalty: 3086.727295
	Iteration 26Q: 3 clusters Score -2017529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2017529.875000 Penalty: 3086.727295
	Iteration 27Q: 3 clusters Score -2017530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2017534.750000 Penalty: 3086.727295
	Iteration 28Q: 3 clusters Score -2017535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2017537.125000 Penalty: 3086.727295
	Iteration 29Q: 3 clusters Score -2017537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2017542.000000 Penalty: 3086.727295
	Iteration 30Q: 3 clusters Score -2017542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2017542.250000 Penalty: 3086.727295
	Iteration 31Q: 3 clusters Score -2017542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2017547.500000 Penalty: 3086.727295
	Iteration 32Q: 3 clusters Score -2017548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2017551.250000 Penalty: 3086.727295
	Iteration 33Q: 3 clusters Score -2017551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2017557.125000 Penalty: 3086.727295
	Iteration 34Q: 3 clusters Score -2017557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2017559.250000 Penalty: 3086.727295
	Iteration 35Q: 3 clusters Score -2017559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2017557.875000 Penalty: 3086.727295
	Iteration 36Q: 3 clusters Score -2017558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2017557.875000 Penalty: 3086.727295
	Iteration 37Q: 3 clusters Score -2017558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2017565.625000 Penalty: 3086.727295
	Iteration 38Q: 3 clusters Score -2017566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2017569.875000 Penalty: 3086.727295
	Iteration 39Q: 3 clusters Score -2017570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2017570.875000 Penalty: 3086.727295
	Iteration 40F: 3 clusters Score -2017571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2017571.000000 Penalty: 3086.727295
	Iteration 41Q: 3 clusters Score -2017571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2017578.250000 Penalty: 3086.727295
	Iteration 42Q: 3 clusters Score -2017578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2017581.625000 Penalty: 3086.727295
	Iteration 43Q: 3 clusters Score -2017582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2017589.875000 Penalty: 3086.727295
	Iteration 44Q: 3 clusters Score -2017590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2017595.625000 Penalty: 3086.727295
	Iteration 45Q: 3 clusters Score -2017596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2017599.375000 Penalty: 3086.727295
	Iteration 46Q: 3 clusters Score -2017599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2017603.250000 Penalty: 3086.727295
	Iteration 47Q: 3 clusters Score -2017603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2017605.625000 Penalty: 3086.727295
	Iteration 48Q: 3 clusters Score -2017606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2017604.500000 Penalty: 3086.727295
	Iteration 49Q: 3 clusters Score -2017604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2017605.625000 Penalty: 3086.727295
	Iteration 50Q: 3 clusters Score -2017606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2017609.625000 Penalty: 3086.727295
	Iteration 51Q: 3 clusters Score -2017610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2017612.250000 Penalty: 3086.727295
	Iteration 52Q: 3 clusters Score -2017612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2017617.875000 Penalty: 3086.727295
	Iteration 53Q: 3 clusters Score -2017618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2017618.750000 Penalty: 3086.727295
	Iteration 54Q: 3 clusters Score -2017619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2017630.500000 Penalty: 3086.727295
	Iteration 55Q: 3 clusters Score -2017630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2017639.000000 Penalty: 3086.727295
	Iteration 56Q: 3 clusters Score -2017639 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2017647.375000 Penalty: 3086.727295
	Iteration 57Q: 3 clusters Score -2017647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2017651.500000 Penalty: 3086.727295
	Iteration 58Q: 3 clusters Score -2017652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2017650.000000 Penalty: 3086.727295
	Iteration 59Q: 3 clusters Score -2017650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2017656.500000 Penalty: 3086.727295
	Iteration 60F: 3 clusters Score -2017656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2017655.625000 Penalty: 3086.727295
	Iteration 61Q: 3 clusters Score -2017656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2017656.500000 Penalty: 3086.727295
	Iteration 62Q: 3 clusters Score -2017656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2017653.750000 Penalty: 3086.727295
	Iteration 63Q: 3 clusters Score -2017654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2017657.250000 Penalty: 3086.727295
	Iteration 64Q: 3 clusters Score -2017657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2017657.625000 Penalty: 3086.727295
	Iteration 65Q: 3 clusters Score -2017658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2017659.000000 Penalty: 3086.727295
	Iteration 66Q: 3 clusters Score -2017659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2017659.000000 Penalty: 3086.727295
	Iteration 67Q: 3 clusters Score -2017659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2017660.625000 Penalty: 3086.727295
	Iteration 68Q: 3 clusters Score -2017661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2017660.625000 Penalty: 3086.727295
	Iteration 69F: 3 clusters Score -2017661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Entering Unmasked Estep 
Score: -168721.906250 Penalty: 1165.394165
	Iteration 0F: 2 clusters Score -168721.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -167102.656250 Penalty: 2330.788330
	Iteration 0F: 3 clusters Score -167102.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -167492.937500 Penalty: 2330.788330
	Iteration 1F: 3 clusters Score -167492.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -167587.171875 Penalty: 2330.788330
	Iteration 2F: 3 clusters Score -167587.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -167634.734375 Penalty: 2330.788330
	Iteration 3Q: 3 clusters Score -167634.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -167677.968750 Penalty: 2330.788330
	Iteration 4Q: 3 clusters Score -167678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -167697.250000 Penalty: 2330.788330
	Iteration 5Q: 3 clusters Score -167697.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -167717.890625 Penalty: 2330.788330
	Iteration 6Q: 3 clusters Score -167717.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -167743.609375 Penalty: 2330.788330
	Iteration 7Q: 3 clusters Score -167743.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -167770.281250 Penalty: 2330.788330
	Iteration 8Q: 3 clusters Score -167770.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -167803.828125 Penalty: 2330.788330
	Iteration 9Q: 3 clusters Score -167803.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -167840.156250 Penalty: 2330.788330
	Iteration 10Q: 3 clusters Score -167840.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -167870.031250 Penalty: 2330.788330
	Iteration 11Q: 3 clusters Score -167870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -167898.296875 Penalty: 2330.788330
	Iteration 12Q: 3 clusters Score -167898.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -167909.203125 Penalty: 2330.788330
	Iteration 13Q: 3 clusters Score -167909.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -167913.234375 Penalty: 2330.788330
	Iteration 14Q: 3 clusters Score -167913.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -167916.140625 Penalty: 2330.788330
	Iteration 15Q: 3 clusters Score -167916.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -167920.734375 Penalty: 2330.788330
	Iteration 16Q: 3 clusters Score -167920.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -167923.062500 Penalty: 2330.788330
	Iteration 17Q: 3 clusters Score -167923.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -167924.859375 Penalty: 2330.788330
	Iteration 18Q: 3 clusters Score -167924.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -167926.734375 Penalty: 2330.788330
	Iteration 19Q: 3 clusters Score -167926.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -167928.187500 Penalty: 2330.788330
	Iteration 20F: 3 clusters Score -167928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -167930.031250 Penalty: 2330.788330
	Iteration 21Q: 3 clusters Score -167930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -167930.031250 Penalty: 2330.788330
	Iteration 22F: 3 clusters Score -167930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -188866.984375 Penalty: 1177.997437
	Iteration 0F: 2 clusters Score -188867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -187235.093750 Penalty: 2355.994873
	Iteration 0F: 3 clusters Score -187235.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -187764.921875 Penalty: 2355.994873
	Iteration 1F: 3 clusters Score -187764.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -187927.078125 Penalty: 2355.994873
	Iteration 2F: 3 clusters Score -187927.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -188010.421875 Penalty: 2355.994873
	Iteration 3F: 3 clusters Score -188010.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -188094.593750 Penalty: 2355.994873
	Iteration 4Q: 3 clusters Score -188094.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -188151.437500 Penalty: 2355.994873
	Iteration 5Q: 3 clusters Score -188151.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -188183.843750 Penalty: 2355.994873
	Iteration 6Q: 3 clusters Score -188183.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -188202.859375 Penalty: 2355.994873
	Iteration 7Q: 3 clusters Score -188202.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -188211.625000 Penalty: 2355.994873
	Iteration 8Q: 3 clusters Score -188211.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -188221.234375 Penalty: 2355.994873
	Iteration 9Q: 3 clusters Score -188221.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -188225.312500 Penalty: 2355.994873
	Iteration 10Q: 3 clusters Score -188225.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -188227.968750 Penalty: 2355.994873
	Iteration 11Q: 3 clusters Score -188228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -188228.609375 Penalty: 2355.994873
	Iteration 12Q: 3 clusters Score -188228.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -188229.109375 Penalty: 2355.994873
	Iteration 13Q: 3 clusters Score -188229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -188229.343750 Penalty: 2355.994873
	Iteration 14Q: 3 clusters Score -188229.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -188229.343750 Penalty: 2355.994873
	Iteration 15F: 3 clusters Score -188229.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Entering Unmasked Estep 
Score: -989700.312500 Penalty: 1431.165527
	Iteration 0F: 2 clusters Score -989700.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -984658.625000 Penalty: 2862.331055
	Iteration 0F: 3 clusters Score -984658.6 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -986182.125000 Penalty: 2862.331055
	Iteration 1F: 3 clusters Score -986182.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -986401.375000 Penalty: 2862.331055
	Iteration 2F: 3 clusters Score -986401.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -986547.500000 Penalty: 2862.331055
	Iteration 3F: 3 clusters Score -986547.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -986649.000000 Penalty: 2862.331055
	Iteration 4Q: 3 clusters Score -986649 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -986727.312500 Penalty: 2862.331055
	Iteration 5Q: 3 clusters Score -986727.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -986787.625000 Penalty: 2862.331055
	Iteration 6Q: 3 clusters Score -986787.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -986838.500000 Penalty: 2862.331055
	Iteration 7Q: 3 clusters Score -986838.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -986881.562500 Penalty: 2862.331055
	Iteration 8Q: 3 clusters Score -986881.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -986918.312500 Penalty: 2862.331055
	Iteration 9Q: 3 clusters Score -986918.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -986954.625000 Penalty: 2862.331055
	Iteration 10Q: 3 clusters Score -986954.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -986985.125000 Penalty: 2862.331055
	Iteration 11Q: 3 clusters Score -986985.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -987011.562500 Penalty: 2862.331055
	Iteration 12Q: 3 clusters Score -987011.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -987048.500000 Penalty: 2862.331055
	Iteration 13Q: 3 clusters Score -987048.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -987079.812500 Penalty: 2862.331055
	Iteration 14Q: 3 clusters Score -987079.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -987113.062500 Penalty: 2862.331055
	Iteration 15Q: 3 clusters Score -987113.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -987152.562500 Penalty: 2862.331055
	Iteration 16Q: 3 clusters Score -987152.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -987195.812500 Penalty: 2862.331055
	Iteration 17Q: 3 clusters Score -987195.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -987250.687500 Penalty: 2862.331055
	Iteration 18Q: 3 clusters Score -987250.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -987314.750000 Penalty: 2862.331055
	Iteration 19Q: 3 clusters Score -987314.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -987385.812500 Penalty: 2862.331055
	Iteration 20F: 3 clusters Score -987385.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -987450.937500 Penalty: 2862.331055
	Iteration 21Q: 3 clusters Score -987450.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -987519.937500 Penalty: 2862.331055
	Iteration 22Q: 3 clusters Score -987519.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -987599.687500 Penalty: 2862.331055
	Iteration 23Q: 3 clusters Score -987599.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -987676.500000 Penalty: 2862.331055
	Iteration 24Q: 3 clusters Score -987676.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -987763.687500 Penalty: 2862.331055
	Iteration 25Q: 3 clusters Score -987763.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -987842.312500 Penalty: 2862.331055
	Iteration 26Q: 3 clusters Score -987842.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -987932.125000 Penalty: 2862.331055
	Iteration 27Q: 3 clusters Score -987932.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -988017.937500 Penalty: 2862.331055
	Iteration 28Q: 3 clusters Score -988017.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -988091.375000 Penalty: 2862.331055
	Iteration 29Q: 3 clusters Score -988091.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -988140.687500 Penalty: 2862.331055
	Iteration 30Q: 3 clusters Score -988140.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -988178.375000 Penalty: 2862.331055
	Iteration 31Q: 3 clusters Score -988178.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -988198.625000 Penalty: 2862.331055
	Iteration 32Q: 3 clusters Score -988198.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -988216.250000 Penalty: 2862.331055
	Iteration 33Q: 3 clusters Score -988216.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -988228.375000 Penalty: 2862.331055
	Iteration 34Q: 3 clusters Score -988228.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -988244.062500 Penalty: 2862.331055
	Iteration 35Q: 3 clusters Score -988244.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -988255.250000 Penalty: 2862.331055
	Iteration 36Q: 3 clusters Score -988255.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -988261.687500 Penalty: 2862.331055
	Iteration 37Q: 3 clusters Score -988261.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -988269.125000 Penalty: 2862.331055
	Iteration 38Q: 3 clusters Score -988269.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -988277.687500 Penalty: 2862.331055
	Iteration 39Q: 3 clusters Score -988277.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -988282.937500 Penalty: 2862.331055
	Iteration 40F: 3 clusters Score -988282.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -988291.312500 Penalty: 2862.331055
	Iteration 41Q: 3 clusters Score -988291.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -988297.250000 Penalty: 2862.331055
	Iteration 42Q: 3 clusters Score -988297.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -988307.000000 Penalty: 2862.331055
	Iteration 43Q: 3 clusters Score -988307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -988313.250000 Penalty: 2862.331055
	Iteration 44Q: 3 clusters Score -988313.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -988321.812500 Penalty: 2862.331055
	Iteration 45Q: 3 clusters Score -988321.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -988328.812500 Penalty: 2862.331055
	Iteration 46Q: 3 clusters Score -988328.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -988337.000000 Penalty: 2862.331055
	Iteration 47Q: 3 clusters Score -988337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -988340.875000 Penalty: 2862.331055
	Iteration 48Q: 3 clusters Score -988340.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -988345.000000 Penalty: 2862.331055
	Iteration 49Q: 3 clusters Score -988345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -988347.812500 Penalty: 2862.331055
	Iteration 50Q: 3 clusters Score -988347.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -988352.625000 Penalty: 2862.331055
	Iteration 51Q: 3 clusters Score -988352.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -988356.812500 Penalty: 2862.331055
	Iteration 52Q: 3 clusters Score -988356.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -988358.625000 Penalty: 2862.331055
	Iteration 53Q: 3 clusters Score -988358.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -988361.437500 Penalty: 2862.331055
	Iteration 54Q: 3 clusters Score -988361.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -988362.562500 Penalty: 2862.331055
	Iteration 55Q: 3 clusters Score -988362.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -988363.375000 Penalty: 2862.331055
	Iteration 56Q: 3 clusters Score -988363.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -988367.750000 Penalty: 2862.331055
	Iteration 57Q: 3 clusters Score -988367.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -988370.375000 Penalty: 2862.331055
	Iteration 58Q: 3 clusters Score -988370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -988372.687500 Penalty: 2862.331055
	Iteration 59Q: 3 clusters Score -988372.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -988372.562500 Penalty: 2862.331055
	Iteration 60F: 3 clusters Score -988372.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -988372.500000 Penalty: 2862.331055
	Iteration 61Q: 3 clusters Score -988372.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -988372.500000 Penalty: 2862.331055
	Iteration 62F: 3 clusters Score -988372.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Entering Unmasked Estep 
Score: -1389403.625000 Penalty: 1490.857300
	Iteration 0F: 2 clusters Score -1389404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1382619.250000 Penalty: 2981.714600
	Iteration 0F: 3 clusters Score -1382619 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1385170.000000 Penalty: 2981.714600
	Iteration 1F: 3 clusters Score -1385170 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1385778.250000 Penalty: 2981.714600
	Iteration 2F: 3 clusters Score -1385778 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1386313.000000 Penalty: 2981.714600
	Iteration 3F: 3 clusters Score -1386313 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1386679.000000 Penalty: 2981.714600
	Iteration 4F: 3 clusters Score -1386679 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1387006.625000 Penalty: 2981.714600
	Iteration 5F: 3 clusters Score -1387007 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1387302.250000 Penalty: 2981.714600
	Iteration 6Q: 3 clusters Score -1387302 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1387555.750000 Penalty: 2981.714600
	Iteration 7Q: 3 clusters Score -1387556 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1387777.500000 Penalty: 2981.714600
	Iteration 8Q: 3 clusters Score -1387778 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1387957.250000 Penalty: 2981.714600
	Iteration 9Q: 3 clusters Score -1387957 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1388107.875000 Penalty: 2981.714600
	Iteration 10Q: 3 clusters Score -1388108 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1388214.375000 Penalty: 2981.714600
	Iteration 11Q: 3 clusters Score -1388214 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1388277.500000 Penalty: 2981.714600
	Iteration 12Q: 3 clusters Score -1388278 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1388319.000000 Penalty: 2981.714600
	Iteration 13Q: 3 clusters Score -1388319 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1388359.500000 Penalty: 2981.714600
	Iteration 14Q: 3 clusters Score -1388360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1388384.750000 Penalty: 2981.714600
	Iteration 15Q: 3 clusters Score -1388385 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1388410.375000 Penalty: 2981.714600
	Iteration 16Q: 3 clusters Score -1388410 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1388442.500000 Penalty: 2981.714600
	Iteration 17Q: 3 clusters Score -1388442 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1388482.000000 Penalty: 2981.714600
	Iteration 18Q: 3 clusters Score -1388482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1388520.625000 Penalty: 2981.714600
	Iteration 19Q: 3 clusters Score -1388521 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1388544.375000 Penalty: 2981.714600
	Iteration 20F: 3 clusters Score -1388544 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1388568.125000 Penalty: 2981.714600
	Iteration 21Q: 3 clusters Score -1388568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1388588.875000 Penalty: 2981.714600
	Iteration 22Q: 3 clusters Score -1388589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1388605.625000 Penalty: 2981.714600
	Iteration 23Q: 3 clusters Score -1388606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1388629.375000 Penalty: 2981.714600
	Iteration 24Q: 3 clusters Score -1388629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1388651.125000 Penalty: 2981.714600
	Iteration 25Q: 3 clusters Score -1388651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1388667.625000 Penalty: 2981.714600
	Iteration 26Q: 3 clusters Score -1388668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1388679.125000 Penalty: 2981.714600
	Iteration 27Q: 3 clusters Score -1388679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1388687.500000 Penalty: 2981.714600
	Iteration 28Q: 3 clusters Score -1388688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1388691.750000 Penalty: 2981.714600
	Iteration 29Q: 3 clusters Score -1388692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1388705.250000 Penalty: 2981.714600
	Iteration 30Q: 3 clusters Score -1388705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1388720.375000 Penalty: 2981.714600
	Iteration 31Q: 3 clusters Score -1388720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1388729.000000 Penalty: 2981.714600
	Iteration 32Q: 3 clusters Score -1388729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1388737.625000 Penalty: 2981.714600
	Iteration 33Q: 3 clusters Score -1388738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1388742.375000 Penalty: 2981.714600
	Iteration 34Q: 3 clusters Score -1388742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1388743.875000 Penalty: 2981.714600
	Iteration 35Q: 3 clusters Score -1388744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1388746.125000 Penalty: 2981.714600
	Iteration 36Q: 3 clusters Score -1388746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1388748.125000 Penalty: 2981.714600
	Iteration 37Q: 3 clusters Score -1388748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1388751.250000 Penalty: 2981.714600
	Iteration 38Q: 3 clusters Score -1388751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1388755.125000 Penalty: 2981.714600
	Iteration 39Q: 3 clusters Score -1388755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1388762.875000 Penalty: 2981.714600
	Iteration 40F: 3 clusters Score -1388763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1388766.375000 Penalty: 2981.714600
	Iteration 41Q: 3 clusters Score -1388766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1388767.500000 Penalty: 2981.714600
	Iteration 42Q: 3 clusters Score -1388768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1388772.750000 Penalty: 2981.714600
	Iteration 43Q: 3 clusters Score -1388773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1388772.375000 Penalty: 2981.714600
	Iteration 44Q: 3 clusters Score -1388772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1388775.000000 Penalty: 2981.714600
	Iteration 45Q: 3 clusters Score -1388775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1388774.875000 Penalty: 2981.714600
	Iteration 46Q: 3 clusters Score -1388775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1388775.500000 Penalty: 2981.714600
	Iteration 47Q: 3 clusters Score -1388776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1388775.500000 Penalty: 2981.714600
	Iteration 48F: 3 clusters Score -1388776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (20399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Entering Unmasked Estep 
Score: -3113754.500000 Penalty: 1612.526733
	Iteration 0F: 2 clusters Score -3113754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -3100862.000000 Penalty: 3225.053467
	Iteration 0F: 3 clusters Score -3100862 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -3105990.750000 Penalty: 3225.053467
	Iteration 1F: 3 clusters Score -3105991 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -3106564.750000 Penalty: 3225.053467
	Iteration 2F: 3 clusters Score -3106565 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -3107176.000000 Penalty: 3225.053467
	Iteration 3F: 3 clusters Score -3107176 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -3107825.000000 Penalty: 3225.053467
	Iteration 4F: 3 clusters Score -3107825 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -3108577.250000 Penalty: 3225.053467
	Iteration 5F: 3 clusters Score -3108577 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -3109313.500000 Penalty: 3225.053467
	Iteration 6F: 3 clusters Score -3109314 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3110079.000000 Penalty: 3225.053467
	Iteration 7F: 3 clusters Score -3110079 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -3110825.250000 Penalty: 3225.053467
	Iteration 8F: 3 clusters Score -3110825 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3111502.500000 Penalty: 3225.053467
	Iteration 9Q: 3 clusters Score -3111502 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3112025.750000 Penalty: 3225.053467
	Iteration 10Q: 3 clusters Score -3112026 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3112265.750000 Penalty: 3225.053467
	Iteration 11Q: 3 clusters Score -3112266 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3112378.750000 Penalty: 3225.053467
	Iteration 12Q: 3 clusters Score -3112379 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3112444.250000 Penalty: 3225.053467
	Iteration 13Q: 3 clusters Score -3112444 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3112472.250000 Penalty: 3225.053467
	Iteration 14Q: 3 clusters Score -3112472 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3112494.500000 Penalty: 3225.053467
	Iteration 15Q: 3 clusters Score -3112494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3112531.500000 Penalty: 3225.053467
	Iteration 16Q: 3 clusters Score -3112532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3112545.000000 Penalty: 3225.053467
	Iteration 17Q: 3 clusters Score -3112545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3112566.750000 Penalty: 3225.053467
	Iteration 18Q: 3 clusters Score -3112567 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3112575.250000 Penalty: 3225.053467
	Iteration 19Q: 3 clusters Score -3112575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3112582.500000 Penalty: 3225.053467
	Iteration 20F: 3 clusters Score -3112582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3112592.250000 Penalty: 3225.053467
	Iteration 21Q: 3 clusters Score -3112592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3112601.250000 Penalty: 3225.053467
	Iteration 22Q: 3 clusters Score -3112601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3112604.500000 Penalty: 3225.053467
	Iteration 23Q: 3 clusters Score -3112604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3112610.000000 Penalty: 3225.053467
	Iteration 24Q: 3 clusters Score -3112610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3112617.000000 Penalty: 3225.053467
	Iteration 25Q: 3 clusters Score -3112617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3112620.500000 Penalty: 3225.053467
	Iteration 26Q: 3 clusters Score -3112620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3112617.750000 Penalty: 3225.053467
	Iteration 27Q: 3 clusters Score -3112618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3112619.750000 Penalty: 3225.053467
	Iteration 28Q: 3 clusters Score -3112620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3112619.750000 Penalty: 3225.053467
	Iteration 29F: 3 clusters Score -3112620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -277100.218750 Penalty: 1233.595581
	Iteration 0F: 2 clusters Score -277100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -275103.000000 Penalty: 2467.191162
	Iteration 0F: 3 clusters Score -275103 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -275781.500000 Penalty: 2467.191162
	Iteration 1F: 3 clusters Score -275781.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -276034.250000 Penalty: 2467.191162
	Iteration 2F: 3 clusters Score -276034.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -276171.750000 Penalty: 2467.191162
	Iteration 3F: 3 clusters Score -276171.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -276251.875000 Penalty: 2467.191162
	Iteration 4Q: 3 clusters Score -276251.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -276305.718750 Penalty: 2467.191162
	Iteration 5Q: 3 clusters Score -276305.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -276342.531250 Penalty: 2467.191162
	Iteration 6Q: 3 clusters Score -276342.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -276361.031250 Penalty: 2467.191162
	Iteration 7Q: 3 clusters Score -276361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -276372.031250 Penalty: 2467.191162
	Iteration 8Q: 3 clusters Score -276372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -276381.343750 Penalty: 2467.191162
	Iteration 9Q: 3 clusters Score -276381.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -276388.531250 Penalty: 2467.191162
	Iteration 10Q: 3 clusters Score -276388.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -276393.437500 Penalty: 2467.191162
	Iteration 11Q: 3 clusters Score -276393.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -276396.093750 Penalty: 2467.191162
	Iteration 12Q: 3 clusters Score -276396.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -276396.281250 Penalty: 2467.191162
	Iteration 13Q: 3 clusters Score -276396.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -276396.281250 Penalty: 2467.191162
	Iteration 14F: 3 clusters Score -276396.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -176625.109375 Penalty: 1150.914185
	Iteration 0F: 2 clusters Score -176625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -175058.046875 Penalty: 2301.828369
	Iteration 0F: 3 clusters Score -175058 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -175325.890625 Penalty: 2301.828369
	Iteration 1F: 3 clusters Score -175325.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -175386.375000 Penalty: 2301.828369
	Iteration 2F: 3 clusters Score -175386.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -175425.531250 Penalty: 2301.828369
	Iteration 3Q: 3 clusters Score -175425.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -175451.750000 Penalty: 2301.828369
	Iteration 4Q: 3 clusters Score -175451.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -175468.656250 Penalty: 2301.828369
	Iteration 5Q: 3 clusters Score -175468.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -175478.859375 Penalty: 2301.828369
	Iteration 6Q: 3 clusters Score -175478.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -175486.171875 Penalty: 2301.828369
	Iteration 7Q: 3 clusters Score -175486.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -175491.937500 Penalty: 2301.828369
	Iteration 8Q: 3 clusters Score -175491.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -175496.734375 Penalty: 2301.828369
	Iteration 9Q: 3 clusters Score -175496.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -175499.531250 Penalty: 2301.828369
	Iteration 10Q: 3 clusters Score -175499.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -175500.765625 Penalty: 2301.828369
	Iteration 11Q: 3 clusters Score -175500.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -175500.875000 Penalty: 2301.828369
	Iteration 12Q: 3 clusters Score -175500.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -175500.875000 Penalty: 2301.828369
	Iteration 13F: 3 clusters Score -175500.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (28985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Entering Unmasked Estep 
Score: -4419788.500000 Penalty: 1669.611694
	Iteration 0F: 2 clusters Score -4419788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4403072.000000 Penalty: 3339.223389
	Iteration 0F: 3 clusters Score -4403072 nChanged 13442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -4410721.000000 Penalty: 3339.223389
	Iteration 1F: 3 clusters Score -4410721 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -4411262.000000 Penalty: 3339.223389
	Iteration 2F: 3 clusters Score -4411262 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -4411844.000000 Penalty: 3339.223389
	Iteration 3F: 3 clusters Score -4411844 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -4412442.500000 Penalty: 3339.223389
	Iteration 4F: 3 clusters Score -4412442 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -4413120.000000 Penalty: 3339.223389
	Iteration 5F: 3 clusters Score -4413120 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -4413917.000000 Penalty: 3339.223389
	Iteration 6F: 3 clusters Score -4413917 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -4414835.000000 Penalty: 3339.223389
	Iteration 7F: 3 clusters Score -4414835 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -4415612.000000 Penalty: 3339.223389
	Iteration 8F: 3 clusters Score -4415612 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -4416055.500000 Penalty: 3339.223389
	Iteration 9Q: 3 clusters Score -4416056 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -4416345.000000 Penalty: 3339.223389
	Iteration 10Q: 3 clusters Score -4416345 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -4416529.000000 Penalty: 3339.223389
	Iteration 11Q: 3 clusters Score -4416529 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -4416691.500000 Penalty: 3339.223389
	Iteration 12Q: 3 clusters Score -4416692 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -4416901.000000 Penalty: 3339.223389
	Iteration 13Q: 3 clusters Score -4416901 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -4416987.000000 Penalty: 3339.223389
	Iteration 14Q: 3 clusters Score -4416987 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -4417081.500000 Penalty: 3339.223389
	Iteration 15Q: 3 clusters Score -4417082 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -4417101.000000 Penalty: 3339.223389
	Iteration 16Q: 3 clusters Score -4417101 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -4417075.000000 Penalty: 3339.223389
	Iteration 17Q: 3 clusters Score -4417075 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -4416965.000000 Penalty: 3339.223389
	Iteration 18Q: 3 clusters Score -4416965 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -4416863.000000 Penalty: 3339.223389
	Iteration 19Q: 3 clusters Score -4416863 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -4416931.000000 Penalty: 3339.223389
	Iteration 20F: 3 clusters Score -4416931 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -4416961.000000 Penalty: 3339.223389
	Iteration 21Q: 3 clusters Score -4416961 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -4417021.000000 Penalty: 3339.223389
	Iteration 22Q: 3 clusters Score -4417021 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -4416990.500000 Penalty: 3339.223389
	Iteration 23Q: 3 clusters Score -4416990 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -4417041.500000 Penalty: 3339.223389
	Iteration 24Q: 3 clusters Score -4417042 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -4417051.500000 Penalty: 3339.223389
	Iteration 25Q: 3 clusters Score -4417052 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -4417099.000000 Penalty: 3339.223389
	Iteration 26Q: 3 clusters Score -4417099 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -4417147.500000 Penalty: 3339.223389
	Iteration 27Q: 3 clusters Score -4417148 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -4417166.000000 Penalty: 3339.223389
	Iteration 28Q: 3 clusters Score -4417166 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -4417220.500000 Penalty: 3339.223389
	Iteration 29Q: 3 clusters Score -4417220 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -4417230.500000 Penalty: 3339.223389
	Iteration 30Q: 3 clusters Score -4417230 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -4417271.500000 Penalty: 3339.223389
	Iteration 31Q: 3 clusters Score -4417272 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -4417302.000000 Penalty: 3339.223389
	Iteration 32Q: 3 clusters Score -4417302 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -4417378.000000 Penalty: 3339.223389
	Iteration 33Q: 3 clusters Score -4417378 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -4417460.500000 Penalty: 3339.223389
	Iteration 34Q: 3 clusters Score -4417460 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -4417522.000000 Penalty: 3339.223389
	Iteration 35Q: 3 clusters Score -4417522 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -4417583.500000 Penalty: 3339.223389
	Iteration 36Q: 3 clusters Score -4417584 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -4417610.500000 Penalty: 3339.223389
	Iteration 37Q: 3 clusters Score -4417610 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -4417674.500000 Penalty: 3339.223389
	Iteration 38Q: 3 clusters Score -4417674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -4417730.000000 Penalty: 3339.223389
	Iteration 39Q: 3 clusters Score -4417730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -4417787.000000 Penalty: 3339.223389
	Iteration 40F: 3 clusters Score -4417787 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -4417819.500000 Penalty: 3339.223389
	Iteration 41Q: 3 clusters Score -4417820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -4417833.500000 Penalty: 3339.223389
	Iteration 42Q: 3 clusters Score -4417834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -4417840.500000 Penalty: 3339.223389
	Iteration 43Q: 3 clusters Score -4417840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -4417860.000000 Penalty: 3339.223389
	Iteration 44Q: 3 clusters Score -4417860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -4417862.000000 Penalty: 3339.223389
	Iteration 45Q: 3 clusters Score -4417862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -4417881.500000 Penalty: 3339.223389
	Iteration 46Q: 3 clusters Score -4417882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -4417889.000000 Penalty: 3339.223389
	Iteration 47Q: 3 clusters Score -4417889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -4417899.000000 Penalty: 3339.223389
	Iteration 48Q: 3 clusters Score -4417899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -4417903.000000 Penalty: 3339.223389
	Iteration 49Q: 3 clusters Score -4417903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -4417898.500000 Penalty: 3339.223389
	Iteration 50Q: 3 clusters Score -4417898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -4417906.500000 Penalty: 3339.223389
	Iteration 51Q: 3 clusters Score -4417906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -4417911.500000 Penalty: 3339.223389
	Iteration 52Q: 3 clusters Score -4417912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -4417929.000000 Penalty: 3339.223389
	Iteration 53Q: 3 clusters Score -4417929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -4417948.000000 Penalty: 3339.223389
	Iteration 54Q: 3 clusters Score -4417948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -4417960.500000 Penalty: 3339.223389
	Iteration 55Q: 3 clusters Score -4417960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -4417965.000000 Penalty: 3339.223389
	Iteration 56Q: 3 clusters Score -4417965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -4417968.500000 Penalty: 3339.223389
	Iteration 57Q: 3 clusters Score -4417968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -4417981.000000 Penalty: 3339.223389
	Iteration 58Q: 3 clusters Score -4417981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -4417979.500000 Penalty: 3339.223389
	Iteration 59Q: 3 clusters Score -4417980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -4417978.500000 Penalty: 3339.223389
	Iteration 60F: 3 clusters Score -4417978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -4417985.500000 Penalty: 3339.223389
	Iteration 61Q: 3 clusters Score -4417986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -4417984.000000 Penalty: 3339.223389
	Iteration 62Q: 3 clusters Score -4417984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -4417991.000000 Penalty: 3339.223389
	Iteration 63Q: 3 clusters Score -4417991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -4417991.500000 Penalty: 3339.223389
	Iteration 64Q: 3 clusters Score -4417992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -4417991.500000 Penalty: 3339.223389
	Iteration 65Q: 3 clusters Score -4417992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -4417999.500000 Penalty: 3339.223389
	Iteration 66Q: 3 clusters Score -4418000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -4418002.000000 Penalty: 3339.223389
	Iteration 67Q: 3 clusters Score -4418002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -4418006.000000 Penalty: 3339.223389
	Iteration 68Q: 3 clusters Score -4418006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -4418010.500000 Penalty: 3339.223389
	Iteration 69Q: 3 clusters Score -4418010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -4418009.000000 Penalty: 3339.223389
	Iteration 70Q: 3 clusters Score -4418009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -4418006.500000 Penalty: 3339.223389
	Iteration 71Q: 3 clusters Score -4418006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -4418012.000000 Penalty: 3339.223389
	Iteration 72Q: 3 clusters Score -4418012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -4418006.500000 Penalty: 3339.223389
	Iteration 73Q: 3 clusters Score -4418006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -4418014.000000 Penalty: 3339.223389
	Iteration 74Q: 3 clusters Score -4418014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -4418028.500000 Penalty: 3339.223389
	Iteration 75Q: 3 clusters Score -4418028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -4418039.000000 Penalty: 3339.223389
	Iteration 76Q: 3 clusters Score -4418039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -4418044.000000 Penalty: 3339.223389
	Iteration 77Q: 3 clusters Score -4418044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -4418061.000000 Penalty: 3339.223389
	Iteration 78Q: 3 clusters Score -4418061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -4418066.500000 Penalty: 3339.223389
	Iteration 79Q: 3 clusters Score -4418066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -4418077.000000 Penalty: 3339.223389
	Iteration 80F: 3 clusters Score -4418077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -4418092.000000 Penalty: 3339.223389
	Iteration 81Q: 3 clusters Score -4418092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -4418100.000000 Penalty: 3339.223389
	Iteration 82Q: 3 clusters Score -4418100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -4418121.000000 Penalty: 3339.223389
	Iteration 83Q: 3 clusters Score -4418121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -4418126.500000 Penalty: 3339.223389
	Iteration 84Q: 3 clusters Score -4418126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -4418139.000000 Penalty: 3339.223389
	Iteration 85Q: 3 clusters Score -4418139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -4418146.000000 Penalty: 3339.223389
	Iteration 86Q: 3 clusters Score -4418146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -4418164.000000 Penalty: 3339.223389
	Iteration 87Q: 3 clusters Score -4418164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -4418163.000000 Penalty: 3339.223389
	Iteration 88Q: 3 clusters Score -4418163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -4418166.500000 Penalty: 3339.223389
	Iteration 89Q: 3 clusters Score -4418166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -4418174.000000 Penalty: 3339.223389
	Iteration 90Q: 3 clusters Score -4418174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -4418167.500000 Penalty: 3339.223389
	Iteration 91Q: 3 clusters Score -4418168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -4418171.000000 Penalty: 3339.223389
	Iteration 92Q: 3 clusters Score -4418171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -4418170.000000 Penalty: 3339.223389
	Iteration 93Q: 3 clusters Score -4418170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -4418172.500000 Penalty: 3339.223389
	Iteration 94Q: 3 clusters Score -4418172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -4418171.000000 Penalty: 3339.223389
	Iteration 95Q: 3 clusters Score -4418171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -4418171.000000 Penalty: 3339.223389
	Iteration 96F: 3 clusters Score -4418171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -151249.859375 Penalty: 1151.322998
	Iteration 0F: 2 clusters Score -151249.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -149676.609375 Penalty: 2302.645996
	Iteration 0F: 3 clusters Score -149676.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -150065.359375 Penalty: 2302.645996
	Iteration 1F: 3 clusters Score -150065.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -150200.046875 Penalty: 2302.645996
	Iteration 2F: 3 clusters Score -150200 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -150296.125000 Penalty: 2302.645996
	Iteration 3F: 3 clusters Score -150296.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -150411.140625 Penalty: 2302.645996
	Iteration 4F: 3 clusters Score -150411.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -150537.671875 Penalty: 2302.645996
	Iteration 5Q: 3 clusters Score -150537.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -150618.421875 Penalty: 2302.645996
	Iteration 6Q: 3 clusters Score -150618.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -150692.328125 Penalty: 2302.645996
	Iteration 7Q: 3 clusters Score -150692.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -150767.312500 Penalty: 2302.645996
	Iteration 8Q: 3 clusters Score -150767.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -150791.015625 Penalty: 2302.645996
	Iteration 9Q: 3 clusters Score -150791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -150818.890625 Penalty: 2302.645996
	Iteration 10Q: 3 clusters Score -150818.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -150838.703125 Penalty: 2302.645996
	Iteration 11Q: 3 clusters Score -150838.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -150857.500000 Penalty: 2302.645996
	Iteration 12Q: 3 clusters Score -150857.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -150874.171875 Penalty: 2302.645996
	Iteration 13Q: 3 clusters Score -150874.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -150882.484375 Penalty: 2302.645996
	Iteration 14Q: 3 clusters Score -150882.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -150885.015625 Penalty: 2302.645996
	Iteration 15Q: 3 clusters Score -150885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -150889.500000 Penalty: 2302.645996
	Iteration 16Q: 3 clusters Score -150889.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -150893.875000 Penalty: 2302.645996
	Iteration 17Q: 3 clusters Score -150893.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -150897.625000 Penalty: 2302.645996
	Iteration 18Q: 3 clusters Score -150897.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -150901.468750 Penalty: 2302.645996
	Iteration 19Q: 3 clusters Score -150901.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -150901.468750 Penalty: 2302.645996
	Iteration 20F: 3 clusters Score -150901.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -80588.312500 Penalty: 1052.007202
	Iteration 0F: 2 clusters Score -80588.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79411.492188 Penalty: 2104.014404
	Iteration 0F: 3 clusters Score -79411.49 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79628.523438 Penalty: 2104.014404
	Iteration 1F: 3 clusters Score -79628.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -79691.242188 Penalty: 2104.014404
	Iteration 2F: 3 clusters Score -79691.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -79718.703125 Penalty: 2104.014404
	Iteration 3Q: 3 clusters Score -79718.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79745.437500 Penalty: 2104.014404
	Iteration 4Q: 3 clusters Score -79745.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79757.765625 Penalty: 2104.014404
	Iteration 5Q: 3 clusters Score -79757.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79768.328125 Penalty: 2104.014404
	Iteration 6Q: 3 clusters Score -79768.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79778.250000 Penalty: 2104.014404
	Iteration 7Q: 3 clusters Score -79778.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -79790.820312 Penalty: 2104.014404
	Iteration 8Q: 3 clusters Score -79790.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79802.109375 Penalty: 2104.014404
	Iteration 9Q: 3 clusters Score -79802.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79811.132812 Penalty: 2104.014404
	Iteration 10Q: 3 clusters Score -79811.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79814.937500 Penalty: 2104.014404
	Iteration 11Q: 3 clusters Score -79814.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79816.960938 Penalty: 2104.014404
	Iteration 12Q: 3 clusters Score -79816.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79817.640625 Penalty: 2104.014404
	Iteration 13Q: 3 clusters Score -79817.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79817.640625 Penalty: 2104.014404
	Iteration 14F: 3 clusters Score -79817.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Entering Unmasked Estep 
Score: -695088.937500 Penalty: 1383.751099
	Iteration 0F: 2 clusters Score -695088.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -691132.875000 Penalty: 2767.502197
	Iteration 0F: 3 clusters Score -691132.9 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -692258.187500 Penalty: 2767.502197
	Iteration 1F: 3 clusters Score -692258.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -692429.437500 Penalty: 2767.502197
	Iteration 2F: 3 clusters Score -692429.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -692543.562500 Penalty: 2767.502197
	Iteration 3Q: 3 clusters Score -692543.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -692633.500000 Penalty: 2767.502197
	Iteration 4Q: 3 clusters Score -692633.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -692718.125000 Penalty: 2767.502197
	Iteration 5Q: 3 clusters Score -692718.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -692790.625000 Penalty: 2767.502197
	Iteration 6Q: 3 clusters Score -692790.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -692856.312500 Penalty: 2767.502197
	Iteration 7Q: 3 clusters Score -692856.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -692934.812500 Penalty: 2767.502197
	Iteration 8Q: 3 clusters Score -692934.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -693007.562500 Penalty: 2767.502197
	Iteration 9Q: 3 clusters Score -693007.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -693090.625000 Penalty: 2767.502197
	Iteration 10Q: 3 clusters Score -693090.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -693175.312500 Penalty: 2767.502197
	Iteration 11Q: 3 clusters Score -693175.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -693258.375000 Penalty: 2767.502197
	Iteration 12Q: 3 clusters Score -693258.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -693322.000000 Penalty: 2767.502197
	Iteration 13Q: 3 clusters Score -693322 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -693373.125000 Penalty: 2767.502197
	Iteration 14Q: 3 clusters Score -693373.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -693430.937500 Penalty: 2767.502197
	Iteration 15Q: 3 clusters Score -693430.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -693490.437500 Penalty: 2767.502197
	Iteration 16Q: 3 clusters Score -693490.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -693564.500000 Penalty: 2767.502197
	Iteration 17Q: 3 clusters Score -693564.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -693642.250000 Penalty: 2767.502197
	Iteration 18Q: 3 clusters Score -693642.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -693721.437500 Penalty: 2767.502197
	Iteration 19Q: 3 clusters Score -693721.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -693777.250000 Penalty: 2767.502197
	Iteration 20F: 3 clusters Score -693777.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -693843.187500 Penalty: 2767.502197
	Iteration 21Q: 3 clusters Score -693843.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -693914.750000 Penalty: 2767.502197
	Iteration 22Q: 3 clusters Score -693914.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -693972.937500 Penalty: 2767.502197
	Iteration 23Q: 3 clusters Score -693972.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -694024.750000 Penalty: 2767.502197
	Iteration 24Q: 3 clusters Score -694024.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -694054.000000 Penalty: 2767.502197
	Iteration 25Q: 3 clusters Score -694054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -694063.937500 Penalty: 2767.502197
	Iteration 26Q: 3 clusters Score -694063.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -694073.062500 Penalty: 2767.502197
	Iteration 27Q: 3 clusters Score -694073.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -694080.625000 Penalty: 2767.502197
	Iteration 28Q: 3 clusters Score -694080.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -694089.562500 Penalty: 2767.502197
	Iteration 29Q: 3 clusters Score -694089.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -694095.125000 Penalty: 2767.502197
	Iteration 30Q: 3 clusters Score -694095.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -694097.562500 Penalty: 2767.502197
	Iteration 31Q: 3 clusters Score -694097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -694100.812500 Penalty: 2767.502197
	Iteration 32Q: 3 clusters Score -694100.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -694104.562500 Penalty: 2767.502197
	Iteration 33Q: 3 clusters Score -694104.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -694104.437500 Penalty: 2767.502197
	Iteration 34Q: 3 clusters Score -694104.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -694105.437500 Penalty: 2767.502197
	Iteration 35Q: 3 clusters Score -694105.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -694105.437500 Penalty: 2767.502197
	Iteration 36F: 3 clusters Score -694105.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (14903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Entering Unmasked Estep 
Score: -2210550.250000 Penalty: 1561.514160
	Iteration 0F: 2 clusters Score -2210550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2200273.500000 Penalty: 3123.028320
	Iteration 0F: 3 clusters Score -2200274 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2203989.000000 Penalty: 3123.028320
	Iteration 1F: 3 clusters Score -2203989 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2204275.000000 Penalty: 3123.028320
	Iteration 2F: 3 clusters Score -2204275 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2204497.750000 Penalty: 3123.028320
	Iteration 3Q: 3 clusters Score -2204498 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2204692.750000 Penalty: 3123.028320
	Iteration 4Q: 3 clusters Score -2204693 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2204888.000000 Penalty: 3123.028320
	Iteration 5Q: 3 clusters Score -2204888 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2205067.250000 Penalty: 3123.028320
	Iteration 6Q: 3 clusters Score -2205067 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2205256.750000 Penalty: 3123.028320
	Iteration 7Q: 3 clusters Score -2205257 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2205451.000000 Penalty: 3123.028320
	Iteration 8Q: 3 clusters Score -2205451 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2205658.000000 Penalty: 3123.028320
	Iteration 9Q: 3 clusters Score -2205658 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2205841.750000 Penalty: 3123.028320
	Iteration 10Q: 3 clusters Score -2205842 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2206064.000000 Penalty: 3123.028320
	Iteration 11Q: 3 clusters Score -2206064 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2206297.750000 Penalty: 3123.028320
	Iteration 12Q: 3 clusters Score -2206298 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2206550.750000 Penalty: 3123.028320
	Iteration 13Q: 3 clusters Score -2206551 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2206785.000000 Penalty: 3123.028320
	Iteration 14Q: 3 clusters Score -2206785 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2207003.750000 Penalty: 3123.028320
	Iteration 15Q: 3 clusters Score -2207004 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2207166.500000 Penalty: 3123.028320
	Iteration 16Q: 3 clusters Score -2207166 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2207281.750000 Penalty: 3123.028320
	Iteration 17Q: 3 clusters Score -2207282 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2207369.250000 Penalty: 3123.028320
	Iteration 18Q: 3 clusters Score -2207369 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2207451.750000 Penalty: 3123.028320
	Iteration 19Q: 3 clusters Score -2207452 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2207519.500000 Penalty: 3123.028320
	Iteration 20F: 3 clusters Score -2207520 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2207579.750000 Penalty: 3123.028320
	Iteration 21Q: 3 clusters Score -2207580 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2207641.750000 Penalty: 3123.028320
	Iteration 22Q: 3 clusters Score -2207642 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2207729.000000 Penalty: 3123.028320
	Iteration 23Q: 3 clusters Score -2207729 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2207807.000000 Penalty: 3123.028320
	Iteration 24Q: 3 clusters Score -2207807 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2207881.500000 Penalty: 3123.028320
	Iteration 25Q: 3 clusters Score -2207882 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2207950.250000 Penalty: 3123.028320
	Iteration 26Q: 3 clusters Score -2207950 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2208023.000000 Penalty: 3123.028320
	Iteration 27Q: 3 clusters Score -2208023 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2208101.250000 Penalty: 3123.028320
	Iteration 28Q: 3 clusters Score -2208101 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2208199.250000 Penalty: 3123.028320
	Iteration 29Q: 3 clusters Score -2208199 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2208294.750000 Penalty: 3123.028320
	Iteration 30Q: 3 clusters Score -2208295 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2208384.250000 Penalty: 3123.028320
	Iteration 31Q: 3 clusters Score -2208384 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2208474.250000 Penalty: 3123.028320
	Iteration 32Q: 3 clusters Score -2208474 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2208571.750000 Penalty: 3123.028320
	Iteration 33Q: 3 clusters Score -2208572 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2208658.000000 Penalty: 3123.028320
	Iteration 34Q: 3 clusters Score -2208658 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2208742.750000 Penalty: 3123.028320
	Iteration 35Q: 3 clusters Score -2208743 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2208824.500000 Penalty: 3123.028320
	Iteration 36Q: 3 clusters Score -2208824 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2208882.250000 Penalty: 3123.028320
	Iteration 37Q: 3 clusters Score -2208882 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2208917.250000 Penalty: 3123.028320
	Iteration 38Q: 3 clusters Score -2208917 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2208963.750000 Penalty: 3123.028320
	Iteration 39Q: 3 clusters Score -2208964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2208991.750000 Penalty: 3123.028320
	Iteration 40F: 3 clusters Score -2208992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2209018.000000 Penalty: 3123.028320
	Iteration 41Q: 3 clusters Score -2209018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2209043.500000 Penalty: 3123.028320
	Iteration 42Q: 3 clusters Score -2209044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2209061.000000 Penalty: 3123.028320
	Iteration 43Q: 3 clusters Score -2209061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2209075.250000 Penalty: 3123.028320
	Iteration 44Q: 3 clusters Score -2209075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2209088.750000 Penalty: 3123.028320
	Iteration 45Q: 3 clusters Score -2209089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2209098.500000 Penalty: 3123.028320
	Iteration 46Q: 3 clusters Score -2209098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2209105.500000 Penalty: 3123.028320
	Iteration 47Q: 3 clusters Score -2209106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2209113.750000 Penalty: 3123.028320
	Iteration 48Q: 3 clusters Score -2209114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2209123.250000 Penalty: 3123.028320
	Iteration 49Q: 3 clusters Score -2209123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2209130.250000 Penalty: 3123.028320
	Iteration 50Q: 3 clusters Score -2209130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2209138.750000 Penalty: 3123.028320
	Iteration 51Q: 3 clusters Score -2209139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2209147.750000 Penalty: 3123.028320
	Iteration 52Q: 3 clusters Score -2209148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2209148.500000 Penalty: 3123.028320
	Iteration 53Q: 3 clusters Score -2209148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2209153.250000 Penalty: 3123.028320
	Iteration 54Q: 3 clusters Score -2209153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2209152.000000 Penalty: 3123.028320
	Iteration 55Q: 3 clusters Score -2209152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2209156.250000 Penalty: 3123.028320
	Iteration 56Q: 3 clusters Score -2209156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2209156.250000 Penalty: 3123.028320
	Iteration 57F: 3 clusters Score -2209156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Entering Unmasked Estep 
Score: -2173163.750000 Penalty: 1554.768311
	Iteration 0F: 2 clusters Score -2173164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2163345.500000 Penalty: 3109.536621
	Iteration 0F: 3 clusters Score -2163346 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2166605.000000 Penalty: 3109.536621
	Iteration 1F: 3 clusters Score -2166605 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2166963.750000 Penalty: 3109.536621
	Iteration 2F: 3 clusters Score -2166964 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2167273.750000 Penalty: 3109.536621
	Iteration 3F: 3 clusters Score -2167274 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2167511.000000 Penalty: 3109.536621
	Iteration 4Q: 3 clusters Score -2167511 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2167726.500000 Penalty: 3109.536621
	Iteration 5Q: 3 clusters Score -2167726 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2167928.250000 Penalty: 3109.536621
	Iteration 6Q: 3 clusters Score -2167928 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2168127.500000 Penalty: 3109.536621
	Iteration 7Q: 3 clusters Score -2168128 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2168347.000000 Penalty: 3109.536621
	Iteration 8Q: 3 clusters Score -2168347 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2168540.500000 Penalty: 3109.536621
	Iteration 9Q: 3 clusters Score -2168540 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2168742.250000 Penalty: 3109.536621
	Iteration 10Q: 3 clusters Score -2168742 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2168949.750000 Penalty: 3109.536621
	Iteration 11Q: 3 clusters Score -2168950 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2169192.750000 Penalty: 3109.536621
	Iteration 12Q: 3 clusters Score -2169193 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2169442.750000 Penalty: 3109.536621
	Iteration 13Q: 3 clusters Score -2169443 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2169686.500000 Penalty: 3109.536621
	Iteration 14Q: 3 clusters Score -2169686 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2169934.750000 Penalty: 3109.536621
	Iteration 15Q: 3 clusters Score -2169935 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2170131.250000 Penalty: 3109.536621
	Iteration 16Q: 3 clusters Score -2170131 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2170296.000000 Penalty: 3109.536621
	Iteration 17Q: 3 clusters Score -2170296 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2170414.500000 Penalty: 3109.536621
	Iteration 18Q: 3 clusters Score -2170414 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2170510.500000 Penalty: 3109.536621
	Iteration 19Q: 3 clusters Score -2170510 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2170613.000000 Penalty: 3109.536621
	Iteration 20F: 3 clusters Score -2170613 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2170709.500000 Penalty: 3109.536621
	Iteration 21Q: 3 clusters Score -2170710 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2170801.250000 Penalty: 3109.536621
	Iteration 22Q: 3 clusters Score -2170801 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2170902.500000 Penalty: 3109.536621
	Iteration 23Q: 3 clusters Score -2170902 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2170993.500000 Penalty: 3109.536621
	Iteration 24Q: 3 clusters Score -2170994 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2171076.250000 Penalty: 3109.536621
	Iteration 25Q: 3 clusters Score -2171076 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2171161.500000 Penalty: 3109.536621
	Iteration 26Q: 3 clusters Score -2171162 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2171245.250000 Penalty: 3109.536621
	Iteration 27Q: 3 clusters Score -2171245 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2171322.000000 Penalty: 3109.536621
	Iteration 28Q: 3 clusters Score -2171322 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2171379.250000 Penalty: 3109.536621
	Iteration 29Q: 3 clusters Score -2171379 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2171440.000000 Penalty: 3109.536621
	Iteration 30Q: 3 clusters Score -2171440 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2171499.750000 Penalty: 3109.536621
	Iteration 31Q: 3 clusters Score -2171500 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2171552.750000 Penalty: 3109.536621
	Iteration 32Q: 3 clusters Score -2171553 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2171605.750000 Penalty: 3109.536621
	Iteration 33Q: 3 clusters Score -2171606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2171649.250000 Penalty: 3109.536621
	Iteration 34Q: 3 clusters Score -2171649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2171683.750000 Penalty: 3109.536621
	Iteration 35Q: 3 clusters Score -2171684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2171716.250000 Penalty: 3109.536621
	Iteration 36Q: 3 clusters Score -2171716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2171741.500000 Penalty: 3109.536621
	Iteration 37Q: 3 clusters Score -2171742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2171760.750000 Penalty: 3109.536621
	Iteration 38Q: 3 clusters Score -2171761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2171770.750000 Penalty: 3109.536621
	Iteration 39Q: 3 clusters Score -2171771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2171776.500000 Penalty: 3109.536621
	Iteration 40F: 3 clusters Score -2171776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2171777.750000 Penalty: 3109.536621
	Iteration 41Q: 3 clusters Score -2171778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2171782.500000 Penalty: 3109.536621
	Iteration 42Q: 3 clusters Score -2171782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2171788.000000 Penalty: 3109.536621
	Iteration 43Q: 3 clusters Score -2171788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2171793.500000 Penalty: 3109.536621
	Iteration 44Q: 3 clusters Score -2171794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2171798.750000 Penalty: 3109.536621
	Iteration 45Q: 3 clusters Score -2171799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2171801.000000 Penalty: 3109.536621
	Iteration 46Q: 3 clusters Score -2171801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2171805.750000 Penalty: 3109.536621
	Iteration 47Q: 3 clusters Score -2171806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2171807.250000 Penalty: 3109.536621
	Iteration 48Q: 3 clusters Score -2171807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2171813.000000 Penalty: 3109.536621
	Iteration 49Q: 3 clusters Score -2171813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2171817.250000 Penalty: 3109.536621
	Iteration 50Q: 3 clusters Score -2171817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2171820.750000 Penalty: 3109.536621
	Iteration 51Q: 3 clusters Score -2171821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2171828.000000 Penalty: 3109.536621
	Iteration 52Q: 3 clusters Score -2171828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2171834.750000 Penalty: 3109.536621
	Iteration 53Q: 3 clusters Score -2171835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2171837.250000 Penalty: 3109.536621
	Iteration 54Q: 3 clusters Score -2171837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2171841.500000 Penalty: 3109.536621
	Iteration 55Q: 3 clusters Score -2171842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2171843.750000 Penalty: 3109.536621
	Iteration 56Q: 3 clusters Score -2171844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2171844.000000 Penalty: 3109.536621
	Iteration 57Q: 3 clusters Score -2171844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2171844.250000 Penalty: 3109.536621
	Iteration 58Q: 3 clusters Score -2171844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2171845.500000 Penalty: 3109.536621
	Iteration 59Q: 3 clusters Score -2171846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2171846.500000 Penalty: 3109.536621
	Iteration 60F: 3 clusters Score -2171846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Entering Unmasked Estep 
Score: -520289.687500 Penalty: 1335.070312
	Iteration 0F: 2 clusters Score -520289.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -517112.906250 Penalty: 2670.140625
	Iteration 0F: 3 clusters Score -517112.9 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -518046.812500 Penalty: 2670.140625
	Iteration 1F: 3 clusters Score -518046.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -518280.406250 Penalty: 2670.140625
	Iteration 2F: 3 clusters Score -518280.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -518425.218750 Penalty: 2670.140625
	Iteration 3F: 3 clusters Score -518425.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -518531.125000 Penalty: 2670.140625
	Iteration 4Q: 3 clusters Score -518531.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -518611.031250 Penalty: 2670.140625
	Iteration 5Q: 3 clusters Score -518611 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -518682.781250 Penalty: 2670.140625
	Iteration 6Q: 3 clusters Score -518682.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -518741.500000 Penalty: 2670.140625
	Iteration 7Q: 3 clusters Score -518741.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -518787.875000 Penalty: 2670.140625
	Iteration 8Q: 3 clusters Score -518787.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -518833.593750 Penalty: 2670.140625
	Iteration 9Q: 3 clusters Score -518833.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -518871.093750 Penalty: 2670.140625
	Iteration 10Q: 3 clusters Score -518871.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -518913.031250 Penalty: 2670.140625
	Iteration 11Q: 3 clusters Score -518913 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -518956.625000 Penalty: 2670.140625
	Iteration 12Q: 3 clusters Score -518956.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -518989.062500 Penalty: 2670.140625
	Iteration 13Q: 3 clusters Score -518989.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -519021.656250 Penalty: 2670.140625
	Iteration 14Q: 3 clusters Score -519021.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -519051.906250 Penalty: 2670.140625
	Iteration 15Q: 3 clusters Score -519051.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -519078.406250 Penalty: 2670.140625
	Iteration 16Q: 3 clusters Score -519078.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -519105.187500 Penalty: 2670.140625
	Iteration 17Q: 3 clusters Score -519105.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -519129.156250 Penalty: 2670.140625
	Iteration 18Q: 3 clusters Score -519129.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -519150.156250 Penalty: 2670.140625
	Iteration 19Q: 3 clusters Score -519150.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -519170.812500 Penalty: 2670.140625
	Iteration 20F: 3 clusters Score -519170.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -519187.156250 Penalty: 2670.140625
	Iteration 21Q: 3 clusters Score -519187.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -519205.375000 Penalty: 2670.140625
	Iteration 22Q: 3 clusters Score -519205.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -519218.000000 Penalty: 2670.140625
	Iteration 23Q: 3 clusters Score -519218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -519234.000000 Penalty: 2670.140625
	Iteration 24Q: 3 clusters Score -519234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -519252.250000 Penalty: 2670.140625
	Iteration 25Q: 3 clusters Score -519252.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -519265.218750 Penalty: 2670.140625
	Iteration 26Q: 3 clusters Score -519265.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -519275.500000 Penalty: 2670.140625
	Iteration 27Q: 3 clusters Score -519275.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -519282.437500 Penalty: 2670.140625
	Iteration 28Q: 3 clusters Score -519282.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -519287.968750 Penalty: 2670.140625
	Iteration 29Q: 3 clusters Score -519288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -519294.937500 Penalty: 2670.140625
	Iteration 30Q: 3 clusters Score -519294.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -519298.593750 Penalty: 2670.140625
	Iteration 31Q: 3 clusters Score -519298.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -519304.656250 Penalty: 2670.140625
	Iteration 32Q: 3 clusters Score -519304.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -519310.156250 Penalty: 2670.140625
	Iteration 33Q: 3 clusters Score -519310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -519315.156250 Penalty: 2670.140625
	Iteration 34Q: 3 clusters Score -519315.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -519324.125000 Penalty: 2670.140625
	Iteration 35Q: 3 clusters Score -519324.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -519332.812500 Penalty: 2670.140625
	Iteration 36Q: 3 clusters Score -519332.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -519341.031250 Penalty: 2670.140625
	Iteration 37Q: 3 clusters Score -519341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -519352.312500 Penalty: 2670.140625
	Iteration 38Q: 3 clusters Score -519352.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -519361.531250 Penalty: 2670.140625
	Iteration 39Q: 3 clusters Score -519361.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -519371.156250 Penalty: 2670.140625
	Iteration 40F: 3 clusters Score -519371.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -519380.718750 Penalty: 2670.140625
	Iteration 41Q: 3 clusters Score -519380.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -519393.125000 Penalty: 2670.140625
	Iteration 42Q: 3 clusters Score -519393.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -519403.656250 Penalty: 2670.140625
	Iteration 43Q: 3 clusters Score -519403.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -519420.218750 Penalty: 2670.140625
	Iteration 44Q: 3 clusters Score -519420.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -519430.250000 Penalty: 2670.140625
	Iteration 45Q: 3 clusters Score -519430.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -519441.812500 Penalty: 2670.140625
	Iteration 46Q: 3 clusters Score -519441.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -519452.281250 Penalty: 2670.140625
	Iteration 47Q: 3 clusters Score -519452.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -519464.781250 Penalty: 2670.140625
	Iteration 48Q: 3 clusters Score -519464.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -519470.593750 Penalty: 2670.140625
	Iteration 49Q: 3 clusters Score -519470.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -519472.593750 Penalty: 2670.140625
	Iteration 50Q: 3 clusters Score -519472.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -519478.437500 Penalty: 2670.140625
	Iteration 51Q: 3 clusters Score -519478.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -519483.687500 Penalty: 2670.140625
	Iteration 52Q: 3 clusters Score -519483.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -519487.625000 Penalty: 2670.140625
	Iteration 53Q: 3 clusters Score -519487.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -519491.625000 Penalty: 2670.140625
	Iteration 54Q: 3 clusters Score -519491.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -519493.593750 Penalty: 2670.140625
	Iteration 55Q: 3 clusters Score -519493.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -519494.750000 Penalty: 2670.140625
	Iteration 56Q: 3 clusters Score -519494.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -519494.250000 Penalty: 2670.140625
	Iteration 57Q: 3 clusters Score -519494.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -519495.843750 Penalty: 2670.140625
	Iteration 58Q: 3 clusters Score -519495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -519497.437500 Penalty: 2670.140625
	Iteration 59Q: 3 clusters Score -519497.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -519499.968750 Penalty: 2670.140625
	Iteration 60F: 3 clusters Score -519500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -519501.343750 Penalty: 2670.140625
	Iteration 61Q: 3 clusters Score -519501.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -519501.343750 Penalty: 2670.140625
	Iteration 62F: 3 clusters Score -519501.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -138270.375000 Penalty: 1135.766968
	Iteration 0F: 2 clusters Score -138270.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136813.593750 Penalty: 2271.533936
	Iteration 0F: 3 clusters Score -136813.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -137152.375000 Penalty: 2271.533936
	Iteration 1F: 3 clusters Score -137152.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -137274.093750 Penalty: 2271.533936
	Iteration 2F: 3 clusters Score -137274.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -137373.140625 Penalty: 2271.533936
	Iteration 3F: 3 clusters Score -137373.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -137538.859375 Penalty: 2271.533936
	Iteration 4F: 3 clusters Score -137538.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -137773.593750 Penalty: 2271.533936
	Iteration 5F: 3 clusters Score -137773.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -137991.796875 Penalty: 2271.533936
	Iteration 6F: 3 clusters Score -137991.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -138110.390625 Penalty: 2271.533936
	Iteration 7F: 3 clusters Score -138110.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -138192.640625 Penalty: 2271.533936
	Iteration 8Q: 3 clusters Score -138192.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -138252.296875 Penalty: 2271.533936
	Iteration 9Q: 3 clusters Score -138252.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -138291.093750 Penalty: 2271.533936
	Iteration 10Q: 3 clusters Score -138291.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -138303.937500 Penalty: 2271.533936
	Iteration 11Q: 3 clusters Score -138303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -138306.671875 Penalty: 2271.533936
	Iteration 12Q: 3 clusters Score -138306.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -138307.484375 Penalty: 2271.533936
	Iteration 13Q: 3 clusters Score -138307.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -138307.484375 Penalty: 2271.533936
	Iteration 14F: 3 clusters Score -138307.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31423 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8241 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23791 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13328 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6682 members 
Mstep: Class 37 contains 9648 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28985 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14903 members 
Mstep: Class 46 contains 14297 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 490 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20837 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13535 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 790 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21430 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19692 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 15745 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Mstep: Class 86 contains 595 members 
Entering Unmasked Estep 
Score: -85931760.000000 Penalty: 185964.312500
Splitting cluster 48 changes total score from -85932752.000000 to -85931760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (6055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Entering Unmasked Estep 
Score: -772791.562500 Penalty: 1415.154053
	Iteration 0F: 2 clusters Score -772791.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -768170.500000 Penalty: 2830.308105
	Iteration 0F: 3 clusters Score -768170.5 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -769525.187500 Penalty: 2830.308105
	Iteration 1F: 3 clusters Score -769525.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -769722.312500 Penalty: 2830.308105
	Iteration 2F: 3 clusters Score -769722.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -769871.500000 Penalty: 2830.308105
	Iteration 3Q: 3 clusters Score -769871.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -770020.562500 Penalty: 2830.308105
	Iteration 4Q: 3 clusters Score -770020.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -770199.875000 Penalty: 2830.308105
	Iteration 5Q: 3 clusters Score -770199.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -770406.437500 Penalty: 2830.308105
	Iteration 6Q: 3 clusters Score -770406.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -770587.875000 Penalty: 2830.308105
	Iteration 7Q: 3 clusters Score -770587.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -770768.625000 Penalty: 2830.308105
	Iteration 8Q: 3 clusters Score -770768.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -770937.500000 Penalty: 2830.308105
	Iteration 9Q: 3 clusters Score -770937.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -771073.125000 Penalty: 2830.308105
	Iteration 10Q: 3 clusters Score -771073.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -771200.812500 Penalty: 2830.308105
	Iteration 11Q: 3 clusters Score -771200.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -771308.937500 Penalty: 2830.308105
	Iteration 12Q: 3 clusters Score -771308.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -771367.500000 Penalty: 2830.308105
	Iteration 13Q: 3 clusters Score -771367.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -771406.125000 Penalty: 2830.308105
	Iteration 14Q: 3 clusters Score -771406.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -771431.562500 Penalty: 2830.308105
	Iteration 15Q: 3 clusters Score -771431.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -771453.125000 Penalty: 2830.308105
	Iteration 16Q: 3 clusters Score -771453.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -771465.750000 Penalty: 2830.308105
	Iteration 17Q: 3 clusters Score -771465.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -771481.312500 Penalty: 2830.308105
	Iteration 18Q: 3 clusters Score -771481.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -771496.687500 Penalty: 2830.308105
	Iteration 19Q: 3 clusters Score -771496.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -771510.000000 Penalty: 2830.308105
	Iteration 20F: 3 clusters Score -771510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -771525.875000 Penalty: 2830.308105
	Iteration 21Q: 3 clusters Score -771525.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -771535.625000 Penalty: 2830.308105
	Iteration 22Q: 3 clusters Score -771535.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -771540.437500 Penalty: 2830.308105
	Iteration 23Q: 3 clusters Score -771540.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -771542.750000 Penalty: 2830.308105
	Iteration 24Q: 3 clusters Score -771542.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -771544.562500 Penalty: 2830.308105
	Iteration 25Q: 3 clusters Score -771544.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -771546.625000 Penalty: 2830.308105
	Iteration 26Q: 3 clusters Score -771546.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -771549.937500 Penalty: 2830.308105
	Iteration 27Q: 3 clusters Score -771549.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -771550.562500 Penalty: 2830.308105
	Iteration 28Q: 3 clusters Score -771550.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -771553.687500 Penalty: 2830.308105
	Iteration 29Q: 3 clusters Score -771553.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -771553.125000 Penalty: 2830.308105
	Iteration 30Q: 3 clusters Score -771553.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -771556.125000 Penalty: 2830.308105
	Iteration 31Q: 3 clusters Score -771556.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -771558.250000 Penalty: 2830.308105
	Iteration 32Q: 3 clusters Score -771558.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -771558.375000 Penalty: 2830.308105
	Iteration 33Q: 3 clusters Score -771558.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -771560.562500 Penalty: 2830.308105
	Iteration 34Q: 3 clusters Score -771560.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -771559.937500 Penalty: 2830.308105
	Iteration 35Q: 3 clusters Score -771559.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -771560.250000 Penalty: 2830.308105
	Iteration 36Q: 3 clusters Score -771560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -771562.000000 Penalty: 2830.308105
	Iteration 37Q: 3 clusters Score -771562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -771560.687500 Penalty: 2830.308105
	Iteration 38Q: 3 clusters Score -771560.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -771560.937500 Penalty: 2830.308105
	Iteration 39Q: 3 clusters Score -771560.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -771560.937500 Penalty: 2830.308105
	Iteration 40F: 3 clusters Score -771560.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (20837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Entering Unmasked Estep 
Score: -3178399.750000 Penalty: 1615.978882
	Iteration 0F: 2 clusters Score -3178400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -3165377.250000 Penalty: 3231.957764
	Iteration 0F: 3 clusters Score -3165377 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -3170684.500000 Penalty: 3231.957764
	Iteration 1F: 3 clusters Score -3170684 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -3171135.000000 Penalty: 3231.957764
	Iteration 2F: 3 clusters Score -3171135 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -3171655.250000 Penalty: 3231.957764
	Iteration 3F: 3 clusters Score -3171655 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -3172162.500000 Penalty: 3231.957764
	Iteration 4F: 3 clusters Score -3172162 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -3172755.750000 Penalty: 3231.957764
	Iteration 5F: 3 clusters Score -3172756 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -3173373.000000 Penalty: 3231.957764
	Iteration 6F: 3 clusters Score -3173373 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -3173966.500000 Penalty: 3231.957764
	Iteration 7F: 3 clusters Score -3173966 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -3174580.750000 Penalty: 3231.957764
	Iteration 8Q: 3 clusters Score -3174581 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -3175083.500000 Penalty: 3231.957764
	Iteration 9Q: 3 clusters Score -3175084 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -3175434.000000 Penalty: 3231.957764
	Iteration 10Q: 3 clusters Score -3175434 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -3175654.000000 Penalty: 3231.957764
	Iteration 11Q: 3 clusters Score -3175654 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -3175768.750000 Penalty: 3231.957764
	Iteration 12Q: 3 clusters Score -3175769 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -3175829.750000 Penalty: 3231.957764
	Iteration 13Q: 3 clusters Score -3175830 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -3175880.250000 Penalty: 3231.957764
	Iteration 14Q: 3 clusters Score -3175880 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -3175900.750000 Penalty: 3231.957764
	Iteration 15Q: 3 clusters Score -3175901 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -3175940.250000 Penalty: 3231.957764
	Iteration 16Q: 3 clusters Score -3175940 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -3175970.750000 Penalty: 3231.957764
	Iteration 17Q: 3 clusters Score -3175971 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -3175979.500000 Penalty: 3231.957764
	Iteration 18Q: 3 clusters Score -3175980 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3176018.250000 Penalty: 3231.957764
	Iteration 19Q: 3 clusters Score -3176018 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -3176048.500000 Penalty: 3231.957764
	Iteration 20F: 3 clusters Score -3176048 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3176100.250000 Penalty: 3231.957764
	Iteration 21Q: 3 clusters Score -3176100 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -3176133.750000 Penalty: 3231.957764
	Iteration 22Q: 3 clusters Score -3176134 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -3176165.000000 Penalty: 3231.957764
	Iteration 23Q: 3 clusters Score -3176165 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -3176193.250000 Penalty: 3231.957764
	Iteration 24Q: 3 clusters Score -3176193 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -3176226.500000 Penalty: 3231.957764
	Iteration 25Q: 3 clusters Score -3176226 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -3176229.750000 Penalty: 3231.957764
	Iteration 26Q: 3 clusters Score -3176230 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -3176243.250000 Penalty: 3231.957764
	Iteration 27Q: 3 clusters Score -3176243 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -3176261.000000 Penalty: 3231.957764
	Iteration 28Q: 3 clusters Score -3176261 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -3176276.750000 Penalty: 3231.957764
	Iteration 29Q: 3 clusters Score -3176277 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3176284.250000 Penalty: 3231.957764
	Iteration 30Q: 3 clusters Score -3176284 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -3176315.000000 Penalty: 3231.957764
	Iteration 31Q: 3 clusters Score -3176315 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -3176329.000000 Penalty: 3231.957764
	Iteration 32Q: 3 clusters Score -3176329 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -3176328.500000 Penalty: 3231.957764
	Iteration 33Q: 3 clusters Score -3176328 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -3176348.500000 Penalty: 3231.957764
	Iteration 34Q: 3 clusters Score -3176348 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -3176334.750000 Penalty: 3231.957764
	Iteration 35Q: 3 clusters Score -3176335 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -3176332.500000 Penalty: 3231.957764
	Iteration 36Q: 3 clusters Score -3176332 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -3176328.750000 Penalty: 3231.957764
	Iteration 37Q: 3 clusters Score -3176329 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -3176340.000000 Penalty: 3231.957764
	Iteration 38Q: 3 clusters Score -3176340 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -3176337.750000 Penalty: 3231.957764
	Iteration 39Q: 3 clusters Score -3176338 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -3176350.000000 Penalty: 3231.957764
	Iteration 40F: 3 clusters Score -3176350 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -3176347.250000 Penalty: 3231.957764
	Iteration 41Q: 3 clusters Score -3176347 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -3176350.250000 Penalty: 3231.957764
	Iteration 42Q: 3 clusters Score -3176350 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -3176349.750000 Penalty: 3231.957764
	Iteration 43Q: 3 clusters Score -3176350 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -3176349.750000 Penalty: 3231.957764
	Iteration 44Q: 3 clusters Score -3176350 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -3176358.500000 Penalty: 3231.957764
	Iteration 45Q: 3 clusters Score -3176358 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3176362.500000 Penalty: 3231.957764
	Iteration 46Q: 3 clusters Score -3176362 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -3176363.250000 Penalty: 3231.957764
	Iteration 47Q: 3 clusters Score -3176363 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3176360.000000 Penalty: 3231.957764
	Iteration 48Q: 3 clusters Score -3176360 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3176385.500000 Penalty: 3231.957764
	Iteration 49Q: 3 clusters Score -3176386 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -3176388.750000 Penalty: 3231.957764
	Iteration 50Q: 3 clusters Score -3176389 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -3176397.750000 Penalty: 3231.957764
	Iteration 51Q: 3 clusters Score -3176398 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -3176407.500000 Penalty: 3231.957764
	Iteration 52Q: 3 clusters Score -3176408 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3176418.250000 Penalty: 3231.957764
	Iteration 53Q: 3 clusters Score -3176418 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -3176414.750000 Penalty: 3231.957764
	Iteration 54Q: 3 clusters Score -3176415 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -3176422.500000 Penalty: 3231.957764
	Iteration 55Q: 3 clusters Score -3176422 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -3176426.250000 Penalty: 3231.957764
	Iteration 56Q: 3 clusters Score -3176426 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -3176437.000000 Penalty: 3231.957764
	Iteration 57Q: 3 clusters Score -3176437 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -3176452.500000 Penalty: 3231.957764
	Iteration 58Q: 3 clusters Score -3176452 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -3176449.750000 Penalty: 3231.957764
	Iteration 59Q: 3 clusters Score -3176450 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -3176450.250000 Penalty: 3231.957764
	Iteration 60F: 3 clusters Score -3176450 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -3176453.000000 Penalty: 3231.957764
	Iteration 61Q: 3 clusters Score -3176453 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -3176447.500000 Penalty: 3231.957764
	Iteration 62Q: 3 clusters Score -3176448 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -3176456.500000 Penalty: 3231.957764
	Iteration 63Q: 3 clusters Score -3176456 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -3176463.000000 Penalty: 3231.957764
	Iteration 64Q: 3 clusters Score -3176463 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -3176466.250000 Penalty: 3231.957764
	Iteration 65Q: 3 clusters Score -3176466 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -3176461.500000 Penalty: 3231.957764
	Iteration 66Q: 3 clusters Score -3176462 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -3176476.250000 Penalty: 3231.957764
	Iteration 67Q: 3 clusters Score -3176476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -3176471.250000 Penalty: 3231.957764
	Iteration 68Q: 3 clusters Score -3176471 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -3176479.250000 Penalty: 3231.957764
	Iteration 69Q: 3 clusters Score -3176479 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3176473.000000 Penalty: 3231.957764
	Iteration 70Q: 3 clusters Score -3176473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -3176479.750000 Penalty: 3231.957764
	Iteration 71Q: 3 clusters Score -3176480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -3176484.250000 Penalty: 3231.957764
	Iteration 72Q: 3 clusters Score -3176484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -3176476.750000 Penalty: 3231.957764
	Iteration 73Q: 3 clusters Score -3176477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -3176485.250000 Penalty: 3231.957764
	Iteration 74Q: 3 clusters Score -3176485 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -3176479.000000 Penalty: 3231.957764
	Iteration 75Q: 3 clusters Score -3176479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -3176477.750000 Penalty: 3231.957764
	Iteration 76Q: 3 clusters Score -3176478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3176476.750000 Penalty: 3231.957764
	Iteration 77Q: 3 clusters Score -3176477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3176477.250000 Penalty: 3231.957764
	Iteration 78Q: 3 clusters Score -3176477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -3176480.500000 Penalty: 3231.957764
	Iteration 79Q: 3 clusters Score -3176480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3176486.250000 Penalty: 3231.957764
	Iteration 80F: 3 clusters Score -3176486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -3176486.000000 Penalty: 3231.957764
	Iteration 81Q: 3 clusters Score -3176486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -3176485.000000 Penalty: 3231.957764
	Iteration 82Q: 3 clusters Score -3176485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -3176484.750000 Penalty: 3231.957764
	Iteration 83Q: 3 clusters Score -3176485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3176490.750000 Penalty: 3231.957764
	Iteration 84Q: 3 clusters Score -3176491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -3176483.000000 Penalty: 3231.957764
	Iteration 85Q: 3 clusters Score -3176483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -3176492.750000 Penalty: 3231.957764
	Iteration 86Q: 3 clusters Score -3176493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3176493.500000 Penalty: 3231.957764
	Iteration 87Q: 3 clusters Score -3176494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3176493.000000 Penalty: 3231.957764
	Iteration 88Q: 3 clusters Score -3176493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3176495.250000 Penalty: 3231.957764
	Iteration 89Q: 3 clusters Score -3176495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3176497.750000 Penalty: 3231.957764
	Iteration 90Q: 3 clusters Score -3176498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3176496.500000 Penalty: 3231.957764
	Iteration 91Q: 3 clusters Score -3176496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3176497.000000 Penalty: 3231.957764
	Iteration 92Q: 3 clusters Score -3176497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3176499.250000 Penalty: 3231.957764
	Iteration 93Q: 3 clusters Score -3176499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3176496.000000 Penalty: 3231.957764
	Iteration 94Q: 3 clusters Score -3176496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3176498.000000 Penalty: 3231.957764
	Iteration 95Q: 3 clusters Score -3176498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3176498.000000 Penalty: 3231.957764
	Iteration 96F: 3 clusters Score -3176498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -135340.015625 Penalty: 1121.695679
	Iteration 0F: 2 clusters Score -135340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -133909.109375 Penalty: 2243.391357
	Iteration 0F: 3 clusters Score -133909.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -134187.218750 Penalty: 2243.391357
	Iteration 1F: 3 clusters Score -134187.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -134275.234375 Penalty: 2243.391357
	Iteration 2F: 3 clusters Score -134275.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -134311.812500 Penalty: 2243.391357
	Iteration 3Q: 3 clusters Score -134311.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -134327.062500 Penalty: 2243.391357
	Iteration 4Q: 3 clusters Score -134327.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -134337.656250 Penalty: 2243.391357
	Iteration 5Q: 3 clusters Score -134337.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -134341.218750 Penalty: 2243.391357
	Iteration 6Q: 3 clusters Score -134341.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -134346.937500 Penalty: 2243.391357
	Iteration 7Q: 3 clusters Score -134346.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -134349.281250 Penalty: 2243.391357
	Iteration 8Q: 3 clusters Score -134349.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -134353.343750 Penalty: 2243.391357
	Iteration 9Q: 3 clusters Score -134353.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -134356.046875 Penalty: 2243.391357
	Iteration 10Q: 3 clusters Score -134356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -134357.359375 Penalty: 2243.391357
	Iteration 11Q: 3 clusters Score -134357.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -134358.156250 Penalty: 2243.391357
	Iteration 12Q: 3 clusters Score -134358.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -134358.828125 Penalty: 2243.391357
	Iteration 13Q: 3 clusters Score -134358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -134359.593750 Penalty: 2243.391357
	Iteration 14Q: 3 clusters Score -134359.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -134360.750000 Penalty: 2243.391357
	Iteration 15Q: 3 clusters Score -134360.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -134361.875000 Penalty: 2243.391357
	Iteration 16Q: 3 clusters Score -134361.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -134362.390625 Penalty: 2243.391357
	Iteration 17Q: 3 clusters Score -134362.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -134362.390625 Penalty: 2243.391357
	Iteration 18F: 3 clusters Score -134362.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Entering Unmasked Estep 
Score: -327568.437500 Penalty: 1270.233276
	Iteration 0F: 2 clusters Score -327568.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -325204.125000 Penalty: 2540.466553
	Iteration 0F: 3 clusters Score -325204.1 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -325789.500000 Penalty: 2540.466553
	Iteration 1F: 3 clusters Score -325789.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -325942.531250 Penalty: 2540.466553
	Iteration 2F: 3 clusters Score -325942.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -326042.906250 Penalty: 2540.466553
	Iteration 3F: 3 clusters Score -326042.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -326125.906250 Penalty: 2540.466553
	Iteration 4Q: 3 clusters Score -326125.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -326214.718750 Penalty: 2540.466553
	Iteration 5Q: 3 clusters Score -326214.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -326303.875000 Penalty: 2540.466553
	Iteration 6Q: 3 clusters Score -326303.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -326368.875000 Penalty: 2540.466553
	Iteration 7Q: 3 clusters Score -326368.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -326417.625000 Penalty: 2540.466553
	Iteration 8Q: 3 clusters Score -326417.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -326451.875000 Penalty: 2540.466553
	Iteration 9Q: 3 clusters Score -326451.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -326479.875000 Penalty: 2540.466553
	Iteration 10Q: 3 clusters Score -326479.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -326498.218750 Penalty: 2540.466553
	Iteration 11Q: 3 clusters Score -326498.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -326511.500000 Penalty: 2540.466553
	Iteration 12Q: 3 clusters Score -326511.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -326519.531250 Penalty: 2540.466553
	Iteration 13Q: 3 clusters Score -326519.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -326529.812500 Penalty: 2540.466553
	Iteration 14Q: 3 clusters Score -326529.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -326536.093750 Penalty: 2540.466553
	Iteration 15Q: 3 clusters Score -326536.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -326542.406250 Penalty: 2540.466553
	Iteration 16Q: 3 clusters Score -326542.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -326547.875000 Penalty: 2540.466553
	Iteration 17Q: 3 clusters Score -326547.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -326554.500000 Penalty: 2540.466553
	Iteration 18Q: 3 clusters Score -326554.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -326563.593750 Penalty: 2540.466553
	Iteration 19Q: 3 clusters Score -326563.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -326569.343750 Penalty: 2540.466553
	Iteration 20F: 3 clusters Score -326569.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -326574.687500 Penalty: 2540.466553
	Iteration 21Q: 3 clusters Score -326574.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -326579.812500 Penalty: 2540.466553
	Iteration 22Q: 3 clusters Score -326579.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -326583.250000 Penalty: 2540.466553
	Iteration 23Q: 3 clusters Score -326583.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -326585.687500 Penalty: 2540.466553
	Iteration 24Q: 3 clusters Score -326585.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -326587.218750 Penalty: 2540.466553
	Iteration 25Q: 3 clusters Score -326587.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -326588.562500 Penalty: 2540.466553
	Iteration 26Q: 3 clusters Score -326588.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -326590.062500 Penalty: 2540.466553
	Iteration 27Q: 3 clusters Score -326590.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -326591.531250 Penalty: 2540.466553
	Iteration 28Q: 3 clusters Score -326591.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -326594.156250 Penalty: 2540.466553
	Iteration 29Q: 3 clusters Score -326594.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -326597.250000 Penalty: 2540.466553
	Iteration 30Q: 3 clusters Score -326597.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -326600.968750 Penalty: 2540.466553
	Iteration 31Q: 3 clusters Score -326601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -326603.031250 Penalty: 2540.466553
	Iteration 32Q: 3 clusters Score -326603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -326604.968750 Penalty: 2540.466553
	Iteration 33Q: 3 clusters Score -326605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -326606.562500 Penalty: 2540.466553
	Iteration 34Q: 3 clusters Score -326606.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -326607.937500 Penalty: 2540.466553
	Iteration 35Q: 3 clusters Score -326607.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -326613.062500 Penalty: 2540.466553
	Iteration 36Q: 3 clusters Score -326613.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -326621.250000 Penalty: 2540.466553
	Iteration 37Q: 3 clusters Score -326621.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -326627.156250 Penalty: 2540.466553
	Iteration 38Q: 3 clusters Score -326627.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -326629.062500 Penalty: 2540.466553
	Iteration 39Q: 3 clusters Score -326629.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -326629.062500 Penalty: 2540.466553
	Iteration 40F: 3 clusters Score -326629.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -18708.947266 Penalty: 836.467834
	Iteration 0F: 2 clusters Score -18708.95 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 93 members 
Entering Unmasked Estep 
Score: -18095.917969 Penalty: 1672.935669
	Iteration 0F: 3 clusters Score -18095.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18137.996094 Penalty: 1672.935669
	Iteration 1F: 3 clusters Score -18138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18152.322266 Penalty: 1672.935669
	Iteration 2Q: 3 clusters Score -18152.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18159.308594 Penalty: 1672.935669
	Iteration 3Q: 3 clusters Score -18159.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18161.628906 Penalty: 1672.935669
	Iteration 4Q: 3 clusters Score -18161.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18161.628906 Penalty: 1672.935669
	Iteration 5F: 3 clusters Score -18161.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Entering Unmasked Estep 
Score: -304339.281250 Penalty: 1252.178345
	Iteration 0F: 2 clusters Score -304339.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -302089.875000 Penalty: 2504.356689
	Iteration 0F: 3 clusters Score -302089.9 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -302577.062500 Penalty: 2504.356689
	Iteration 1F: 3 clusters Score -302577.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -302705.968750 Penalty: 2504.356689
	Iteration 2F: 3 clusters Score -302706 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -302787.906250 Penalty: 2504.356689
	Iteration 3F: 3 clusters Score -302787.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -302871.218750 Penalty: 2504.356689
	Iteration 4Q: 3 clusters Score -302871.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -302944.125000 Penalty: 2504.356689
	Iteration 5Q: 3 clusters Score -302944.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -303012.906250 Penalty: 2504.356689
	Iteration 6Q: 3 clusters Score -303012.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -303072.031250 Penalty: 2504.356689
	Iteration 7Q: 3 clusters Score -303072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -303117.468750 Penalty: 2504.356689
	Iteration 8Q: 3 clusters Score -303117.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -303157.718750 Penalty: 2504.356689
	Iteration 9Q: 3 clusters Score -303157.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -303189.000000 Penalty: 2504.356689
	Iteration 10Q: 3 clusters Score -303189 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -303208.718750 Penalty: 2504.356689
	Iteration 11Q: 3 clusters Score -303208.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -303230.656250 Penalty: 2504.356689
	Iteration 12Q: 3 clusters Score -303230.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -303258.093750 Penalty: 2504.356689
	Iteration 13Q: 3 clusters Score -303258.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -303281.437500 Penalty: 2504.356689
	Iteration 14Q: 3 clusters Score -303281.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -303307.937500 Penalty: 2504.356689
	Iteration 15Q: 3 clusters Score -303307.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -303336.062500 Penalty: 2504.356689
	Iteration 16Q: 3 clusters Score -303336.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -303368.625000 Penalty: 2504.356689
	Iteration 17Q: 3 clusters Score -303368.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -303397.437500 Penalty: 2504.356689
	Iteration 18Q: 3 clusters Score -303397.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -303425.312500 Penalty: 2504.356689
	Iteration 19Q: 3 clusters Score -303425.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -303432.781250 Penalty: 2504.356689
	Iteration 20F: 3 clusters Score -303432.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -303442.031250 Penalty: 2504.356689
	Iteration 21Q: 3 clusters Score -303442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -303453.937500 Penalty: 2504.356689
	Iteration 22Q: 3 clusters Score -303453.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -303461.156250 Penalty: 2504.356689
	Iteration 23Q: 3 clusters Score -303461.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -303471.562500 Penalty: 2504.356689
	Iteration 24Q: 3 clusters Score -303471.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -303481.750000 Penalty: 2504.356689
	Iteration 25Q: 3 clusters Score -303481.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -303496.750000 Penalty: 2504.356689
	Iteration 26Q: 3 clusters Score -303496.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -303511.375000 Penalty: 2504.356689
	Iteration 27Q: 3 clusters Score -303511.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -303519.281250 Penalty: 2504.356689
	Iteration 28Q: 3 clusters Score -303519.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -303525.156250 Penalty: 2504.356689
	Iteration 29Q: 3 clusters Score -303525.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -303530.187500 Penalty: 2504.356689
	Iteration 30Q: 3 clusters Score -303530.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -303532.156250 Penalty: 2504.356689
	Iteration 31Q: 3 clusters Score -303532.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -303532.781250 Penalty: 2504.356689
	Iteration 32Q: 3 clusters Score -303532.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -303534.187500 Penalty: 2504.356689
	Iteration 33Q: 3 clusters Score -303534.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -303534.187500 Penalty: 2504.356689
	Iteration 34F: 3 clusters Score -303534.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (13270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Entering Unmasked Estep 
Score: -2016965.750000 Penalty: 1542.654907
	Iteration 0F: 2 clusters Score -2016966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2007853.250000 Penalty: 3085.309814
	Iteration 0F: 3 clusters Score -2007853 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2011230.375000 Penalty: 3085.309814
	Iteration 1F: 3 clusters Score -2011230 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2011835.125000 Penalty: 3085.309814
	Iteration 2F: 3 clusters Score -2011835 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2012479.750000 Penalty: 3085.309814
	Iteration 3F: 3 clusters Score -2012480 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2013143.375000 Penalty: 3085.309814
	Iteration 4F: 3 clusters Score -2013143 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2013703.625000 Penalty: 3085.309814
	Iteration 5F: 3 clusters Score -2013704 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2014164.125000 Penalty: 3085.309814
	Iteration 6F: 3 clusters Score -2014164 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2014546.125000 Penalty: 3085.309814
	Iteration 7Q: 3 clusters Score -2014546 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2014844.500000 Penalty: 3085.309814
	Iteration 8Q: 3 clusters Score -2014844 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2015019.500000 Penalty: 3085.309814
	Iteration 9Q: 3 clusters Score -2015020 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2015114.125000 Penalty: 3085.309814
	Iteration 10Q: 3 clusters Score -2015114 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2015147.250000 Penalty: 3085.309814
	Iteration 11Q: 3 clusters Score -2015147 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2015175.500000 Penalty: 3085.309814
	Iteration 12Q: 3 clusters Score -2015176 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2015196.000000 Penalty: 3085.309814
	Iteration 13Q: 3 clusters Score -2015196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2015215.000000 Penalty: 3085.309814
	Iteration 14Q: 3 clusters Score -2015215 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2015242.250000 Penalty: 3085.309814
	Iteration 15Q: 3 clusters Score -2015242 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2015272.375000 Penalty: 3085.309814
	Iteration 16Q: 3 clusters Score -2015272 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2015298.750000 Penalty: 3085.309814
	Iteration 17Q: 3 clusters Score -2015299 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2015319.125000 Penalty: 3085.309814
	Iteration 18Q: 3 clusters Score -2015319 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2015334.750000 Penalty: 3085.309814
	Iteration 19Q: 3 clusters Score -2015335 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2015355.625000 Penalty: 3085.309814
	Iteration 20F: 3 clusters Score -2015356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2015366.625000 Penalty: 3085.309814
	Iteration 21Q: 3 clusters Score -2015367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2015370.000000 Penalty: 3085.309814
	Iteration 22Q: 3 clusters Score -2015370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2015375.125000 Penalty: 3085.309814
	Iteration 23Q: 3 clusters Score -2015375 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2015386.250000 Penalty: 3085.309814
	Iteration 24Q: 3 clusters Score -2015386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2015406.000000 Penalty: 3085.309814
	Iteration 25Q: 3 clusters Score -2015406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2015422.625000 Penalty: 3085.309814
	Iteration 26Q: 3 clusters Score -2015423 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2015436.375000 Penalty: 3085.309814
	Iteration 27Q: 3 clusters Score -2015436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2015443.750000 Penalty: 3085.309814
	Iteration 28Q: 3 clusters Score -2015444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2015454.375000 Penalty: 3085.309814
	Iteration 29Q: 3 clusters Score -2015454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2015460.500000 Penalty: 3085.309814
	Iteration 30Q: 3 clusters Score -2015460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2015468.875000 Penalty: 3085.309814
	Iteration 31Q: 3 clusters Score -2015469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2015474.750000 Penalty: 3085.309814
	Iteration 32Q: 3 clusters Score -2015475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2015484.875000 Penalty: 3085.309814
	Iteration 33Q: 3 clusters Score -2015485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2015486.375000 Penalty: 3085.309814
	Iteration 34Q: 3 clusters Score -2015486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2015494.625000 Penalty: 3085.309814
	Iteration 35Q: 3 clusters Score -2015495 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2015509.000000 Penalty: 3085.309814
	Iteration 36Q: 3 clusters Score -2015509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2015518.875000 Penalty: 3085.309814
	Iteration 37Q: 3 clusters Score -2015519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2015529.000000 Penalty: 3085.309814
	Iteration 38Q: 3 clusters Score -2015529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2015538.625000 Penalty: 3085.309814
	Iteration 39Q: 3 clusters Score -2015539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2015541.375000 Penalty: 3085.309814
	Iteration 40F: 3 clusters Score -2015541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2015550.750000 Penalty: 3085.309814
	Iteration 41Q: 3 clusters Score -2015551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2015563.125000 Penalty: 3085.309814
	Iteration 42Q: 3 clusters Score -2015563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2015576.500000 Penalty: 3085.309814
	Iteration 43Q: 3 clusters Score -2015576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2015589.375000 Penalty: 3085.309814
	Iteration 44Q: 3 clusters Score -2015589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2015598.875000 Penalty: 3085.309814
	Iteration 45Q: 3 clusters Score -2015599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2015605.750000 Penalty: 3085.309814
	Iteration 46Q: 3 clusters Score -2015606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2015610.125000 Penalty: 3085.309814
	Iteration 47Q: 3 clusters Score -2015610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2015620.625000 Penalty: 3085.309814
	Iteration 48Q: 3 clusters Score -2015621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2015628.125000 Penalty: 3085.309814
	Iteration 49Q: 3 clusters Score -2015628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2015638.625000 Penalty: 3085.309814
	Iteration 50Q: 3 clusters Score -2015639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2015641.500000 Penalty: 3085.309814
	Iteration 51Q: 3 clusters Score -2015642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2015643.875000 Penalty: 3085.309814
	Iteration 52Q: 3 clusters Score -2015644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2015645.875000 Penalty: 3085.309814
	Iteration 53Q: 3 clusters Score -2015646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2015645.000000 Penalty: 3085.309814
	Iteration 54Q: 3 clusters Score -2015645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2015651.000000 Penalty: 3085.309814
	Iteration 55Q: 3 clusters Score -2015651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2015656.500000 Penalty: 3085.309814
	Iteration 56Q: 3 clusters Score -2015656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2015659.500000 Penalty: 3085.309814
	Iteration 57Q: 3 clusters Score -2015660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2015660.375000 Penalty: 3085.309814
	Iteration 58Q: 3 clusters Score -2015660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2015659.875000 Penalty: 3085.309814
	Iteration 59Q: 3 clusters Score -2015660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2015658.750000 Penalty: 3085.309814
	Iteration 60F: 3 clusters Score -2015659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2015661.000000 Penalty: 3085.309814
	Iteration 61Q: 3 clusters Score -2015661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2015663.000000 Penalty: 3085.309814
	Iteration 62Q: 3 clusters Score -2015663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2015662.875000 Penalty: 3085.309814
	Iteration 63Q: 3 clusters Score -2015663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2015662.875000 Penalty: 3085.309814
	Iteration 64F: 3 clusters Score -2015663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (11835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Entering Unmasked Estep 
Score: -1726485.375000 Penalty: 1524.057739
	Iteration 0F: 2 clusters Score -1726485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1718111.500000 Penalty: 3048.115479
	Iteration 0F: 3 clusters Score -1718112 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1720932.750000 Penalty: 3048.115479
	Iteration 1F: 3 clusters Score -1720933 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1721252.750000 Penalty: 3048.115479
	Iteration 2F: 3 clusters Score -1721253 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1721550.625000 Penalty: 3048.115479
	Iteration 3F: 3 clusters Score -1721551 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1721831.250000 Penalty: 3048.115479
	Iteration 4F: 3 clusters Score -1721831 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1722101.875000 Penalty: 3048.115479
	Iteration 5Q: 3 clusters Score -1722102 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1722393.000000 Penalty: 3048.115479
	Iteration 6Q: 3 clusters Score -1722393 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1722661.125000 Penalty: 3048.115479
	Iteration 7Q: 3 clusters Score -1722661 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1722933.875000 Penalty: 3048.115479
	Iteration 8Q: 3 clusters Score -1722934 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1723169.375000 Penalty: 3048.115479
	Iteration 9Q: 3 clusters Score -1723169 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1723393.250000 Penalty: 3048.115479
	Iteration 10Q: 3 clusters Score -1723393 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1723598.125000 Penalty: 3048.115479
	Iteration 11Q: 3 clusters Score -1723598 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1723773.250000 Penalty: 3048.115479
	Iteration 12Q: 3 clusters Score -1723773 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1723928.250000 Penalty: 3048.115479
	Iteration 13Q: 3 clusters Score -1723928 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1724076.250000 Penalty: 3048.115479
	Iteration 14Q: 3 clusters Score -1724076 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1724221.000000 Penalty: 3048.115479
	Iteration 15Q: 3 clusters Score -1724221 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1724359.000000 Penalty: 3048.115479
	Iteration 16Q: 3 clusters Score -1724359 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1724496.375000 Penalty: 3048.115479
	Iteration 17Q: 3 clusters Score -1724496 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1724614.875000 Penalty: 3048.115479
	Iteration 18Q: 3 clusters Score -1724615 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1724724.375000 Penalty: 3048.115479
	Iteration 19Q: 3 clusters Score -1724724 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1724816.000000 Penalty: 3048.115479
	Iteration 20F: 3 clusters Score -1724816 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1724882.000000 Penalty: 3048.115479
	Iteration 21Q: 3 clusters Score -1724882 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1724926.875000 Penalty: 3048.115479
	Iteration 22Q: 3 clusters Score -1724927 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1724965.375000 Penalty: 3048.115479
	Iteration 23Q: 3 clusters Score -1724965 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1725007.250000 Penalty: 3048.115479
	Iteration 24Q: 3 clusters Score -1725007 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1725041.125000 Penalty: 3048.115479
	Iteration 25Q: 3 clusters Score -1725041 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1725061.500000 Penalty: 3048.115479
	Iteration 26Q: 3 clusters Score -1725062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1725084.000000 Penalty: 3048.115479
	Iteration 27Q: 3 clusters Score -1725084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1725098.625000 Penalty: 3048.115479
	Iteration 28Q: 3 clusters Score -1725099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1725113.750000 Penalty: 3048.115479
	Iteration 29Q: 3 clusters Score -1725114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1725127.375000 Penalty: 3048.115479
	Iteration 30Q: 3 clusters Score -1725127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1725135.875000 Penalty: 3048.115479
	Iteration 31Q: 3 clusters Score -1725136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1725149.250000 Penalty: 3048.115479
	Iteration 32Q: 3 clusters Score -1725149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1725162.000000 Penalty: 3048.115479
	Iteration 33Q: 3 clusters Score -1725162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1725164.750000 Penalty: 3048.115479
	Iteration 34Q: 3 clusters Score -1725165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1725168.875000 Penalty: 3048.115479
	Iteration 35Q: 3 clusters Score -1725169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1725177.625000 Penalty: 3048.115479
	Iteration 36Q: 3 clusters Score -1725178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1725176.000000 Penalty: 3048.115479
	Iteration 37Q: 3 clusters Score -1725176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1725179.375000 Penalty: 3048.115479
	Iteration 38Q: 3 clusters Score -1725179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1725180.375000 Penalty: 3048.115479
	Iteration 39Q: 3 clusters Score -1725180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1725182.625000 Penalty: 3048.115479
	Iteration 40F: 3 clusters Score -1725183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1725186.375000 Penalty: 3048.115479
	Iteration 41Q: 3 clusters Score -1725186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1725186.500000 Penalty: 3048.115479
	Iteration 42Q: 3 clusters Score -1725186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1725185.375000 Penalty: 3048.115479
	Iteration 43Q: 3 clusters Score -1725185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1725188.125000 Penalty: 3048.115479
	Iteration 44Q: 3 clusters Score -1725188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1725192.125000 Penalty: 3048.115479
	Iteration 45Q: 3 clusters Score -1725192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1725192.000000 Penalty: 3048.115479
	Iteration 46Q: 3 clusters Score -1725192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1725193.375000 Penalty: 3048.115479
	Iteration 47Q: 3 clusters Score -1725193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1725190.750000 Penalty: 3048.115479
	Iteration 48Q: 3 clusters Score -1725191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1725189.000000 Penalty: 3048.115479
	Iteration 49Q: 3 clusters Score -1725189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1725192.875000 Penalty: 3048.115479
	Iteration 50Q: 3 clusters Score -1725193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1725196.875000 Penalty: 3048.115479
	Iteration 51Q: 3 clusters Score -1725197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1725196.875000 Penalty: 3048.115479
	Iteration 52F: 3 clusters Score -1725197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -69272.898438 Penalty: 1017.802185
	Iteration 0F: 2 clusters Score -69272.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68227.125000 Penalty: 2035.604370
	Iteration 0F: 3 clusters Score -68227.12 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -68491.156250 Penalty: 2035.604370
	Iteration 1F: 3 clusters Score -68491.16 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68641.023438 Penalty: 2035.604370
	Iteration 2F: 3 clusters Score -68641.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68772.164062 Penalty: 2035.604370
	Iteration 3F: 3 clusters Score -68772.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -68852.859375 Penalty: 2035.604370
	Iteration 4F: 3 clusters Score -68852.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68923.757812 Penalty: 2035.604370
	Iteration 5Q: 3 clusters Score -68923.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68967.640625 Penalty: 2035.604370
	Iteration 6Q: 3 clusters Score -68967.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68991.476562 Penalty: 2035.604370
	Iteration 7Q: 3 clusters Score -68991.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69004.984375 Penalty: 2035.604370
	Iteration 8Q: 3 clusters Score -69004.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69007.968750 Penalty: 2035.604370
	Iteration 9Q: 3 clusters Score -69007.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69015.359375 Penalty: 2035.604370
	Iteration 10F: 3 clusters Score -69015.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69038.773438 Penalty: 2035.604370
	Iteration 11Q: 3 clusters Score -69038.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69043.578125 Penalty: 2035.604370
	Iteration 12Q: 3 clusters Score -69043.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69049.406250 Penalty: 2035.604370
	Iteration 13Q: 3 clusters Score -69049.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69050.968750 Penalty: 2035.604370
	Iteration 14Q: 3 clusters Score -69050.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69050.968750 Penalty: 2035.604370
	Iteration 15F: 3 clusters Score -69050.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (14016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Entering Unmasked Estep 
Score: -2125543.000000 Penalty: 1551.542603
	Iteration 0F: 2 clusters Score -2125543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2115938.750000 Penalty: 3103.085205
	Iteration 0F: 3 clusters Score -2115939 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2119310.250000 Penalty: 3103.085205
	Iteration 1F: 3 clusters Score -2119310 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2119695.000000 Penalty: 3103.085205
	Iteration 2F: 3 clusters Score -2119695 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2120091.250000 Penalty: 3103.085205
	Iteration 3F: 3 clusters Score -2120091 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2120452.750000 Penalty: 3103.085205
	Iteration 4F: 3 clusters Score -2120453 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2120807.750000 Penalty: 3103.085205
	Iteration 5F: 3 clusters Score -2120808 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2121122.750000 Penalty: 3103.085205
	Iteration 6F: 3 clusters Score -2121123 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2121387.750000 Penalty: 3103.085205
	Iteration 7Q: 3 clusters Score -2121388 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2121636.500000 Penalty: 3103.085205
	Iteration 8Q: 3 clusters Score -2121636 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2121853.250000 Penalty: 3103.085205
	Iteration 9Q: 3 clusters Score -2121853 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2122065.000000 Penalty: 3103.085205
	Iteration 10Q: 3 clusters Score -2122065 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2122314.750000 Penalty: 3103.085205
	Iteration 11Q: 3 clusters Score -2122315 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2122560.250000 Penalty: 3103.085205
	Iteration 12Q: 3 clusters Score -2122560 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2122835.250000 Penalty: 3103.085205
	Iteration 13Q: 3 clusters Score -2122835 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2123040.250000 Penalty: 3103.085205
	Iteration 14Q: 3 clusters Score -2123040 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2123185.000000 Penalty: 3103.085205
	Iteration 15Q: 3 clusters Score -2123185 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2123280.250000 Penalty: 3103.085205
	Iteration 16Q: 3 clusters Score -2123280 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2123368.250000 Penalty: 3103.085205
	Iteration 17Q: 3 clusters Score -2123368 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2123437.000000 Penalty: 3103.085205
	Iteration 18Q: 3 clusters Score -2123437 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2123487.500000 Penalty: 3103.085205
	Iteration 19Q: 3 clusters Score -2123488 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2123541.000000 Penalty: 3103.085205
	Iteration 20F: 3 clusters Score -2123541 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2123603.250000 Penalty: 3103.085205
	Iteration 21Q: 3 clusters Score -2123603 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2123651.250000 Penalty: 3103.085205
	Iteration 22Q: 3 clusters Score -2123651 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2123694.750000 Penalty: 3103.085205
	Iteration 23Q: 3 clusters Score -2123695 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2123732.000000 Penalty: 3103.085205
	Iteration 24Q: 3 clusters Score -2123732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2123766.500000 Penalty: 3103.085205
	Iteration 25Q: 3 clusters Score -2123766 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2123800.750000 Penalty: 3103.085205
	Iteration 26Q: 3 clusters Score -2123801 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2123836.000000 Penalty: 3103.085205
	Iteration 27Q: 3 clusters Score -2123836 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2123876.250000 Penalty: 3103.085205
	Iteration 28Q: 3 clusters Score -2123876 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2123913.750000 Penalty: 3103.085205
	Iteration 29Q: 3 clusters Score -2123914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2123947.250000 Penalty: 3103.085205
	Iteration 30Q: 3 clusters Score -2123947 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2123969.250000 Penalty: 3103.085205
	Iteration 31Q: 3 clusters Score -2123969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2123984.750000 Penalty: 3103.085205
	Iteration 32Q: 3 clusters Score -2123985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2123992.250000 Penalty: 3103.085205
	Iteration 33Q: 3 clusters Score -2123992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2124002.750000 Penalty: 3103.085205
	Iteration 34Q: 3 clusters Score -2124003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2124012.750000 Penalty: 3103.085205
	Iteration 35Q: 3 clusters Score -2124013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2124022.750000 Penalty: 3103.085205
	Iteration 36Q: 3 clusters Score -2124023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2124032.000000 Penalty: 3103.085205
	Iteration 37Q: 3 clusters Score -2124032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2124040.000000 Penalty: 3103.085205
	Iteration 38Q: 3 clusters Score -2124040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2124040.500000 Penalty: 3103.085205
	Iteration 39Q: 3 clusters Score -2124040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2124043.250000 Penalty: 3103.085205
	Iteration 40F: 3 clusters Score -2124043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2124046.000000 Penalty: 3103.085205
	Iteration 41Q: 3 clusters Score -2124046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2124050.250000 Penalty: 3103.085205
	Iteration 42Q: 3 clusters Score -2124050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2124053.250000 Penalty: 3103.085205
	Iteration 43Q: 3 clusters Score -2124053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2124052.000000 Penalty: 3103.085205
	Iteration 44Q: 3 clusters Score -2124052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2124052.250000 Penalty: 3103.085205
	Iteration 45Q: 3 clusters Score -2124052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2124052.250000 Penalty: 3103.085205
	Iteration 46F: 3 clusters Score -2124052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -211299.437500 Penalty: 1205.356812
	Iteration 0F: 2 clusters Score -211299.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -209472.562500 Penalty: 2410.713623
	Iteration 0F: 3 clusters Score -209472.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -209948.828125 Penalty: 2410.713623
	Iteration 1F: 3 clusters Score -209948.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -210103.921875 Penalty: 2410.713623
	Iteration 2F: 3 clusters Score -210103.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -210200.906250 Penalty: 2410.713623
	Iteration 3F: 3 clusters Score -210200.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -210320.093750 Penalty: 2410.713623
	Iteration 4Q: 3 clusters Score -210320.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -210453.265625 Penalty: 2410.713623
	Iteration 5F: 3 clusters Score -210453.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -210597.015625 Penalty: 2410.713623
	Iteration 6F: 3 clusters Score -210597 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -210739.015625 Penalty: 2410.713623
	Iteration 7Q: 3 clusters Score -210739 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -210862.328125 Penalty: 2410.713623
	Iteration 8Q: 3 clusters Score -210862.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -210990.750000 Penalty: 2410.713623
	Iteration 9Q: 3 clusters Score -210990.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -211068.609375 Penalty: 2410.713623
	Iteration 10Q: 3 clusters Score -211068.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -211120.437500 Penalty: 2410.713623
	Iteration 11Q: 3 clusters Score -211120.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -211156.187500 Penalty: 2410.713623
	Iteration 12Q: 3 clusters Score -211156.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -211183.968750 Penalty: 2410.713623
	Iteration 13Q: 3 clusters Score -211184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -211209.421875 Penalty: 2410.713623
	Iteration 14Q: 3 clusters Score -211209.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -211228.578125 Penalty: 2410.713623
	Iteration 15Q: 3 clusters Score -211228.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -211241.531250 Penalty: 2410.713623
	Iteration 16Q: 3 clusters Score -211241.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -211246.406250 Penalty: 2410.713623
	Iteration 17Q: 3 clusters Score -211246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -211254.437500 Penalty: 2410.713623
	Iteration 18Q: 3 clusters Score -211254.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -211272.125000 Penalty: 2410.713623
	Iteration 19Q: 3 clusters Score -211272.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -211289.171875 Penalty: 2410.713623
	Iteration 20F: 3 clusters Score -211289.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -211293.703125 Penalty: 2410.713623
	Iteration 21Q: 3 clusters Score -211293.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -211293.781250 Penalty: 2410.713623
	Iteration 22Q: 3 clusters Score -211293.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -211293.781250 Penalty: 2410.713623
	Iteration 23F: 3 clusters Score -211293.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -99246.804688 Penalty: 1098.567383
	Iteration 0F: 2 clusters Score -99246.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97943.078125 Penalty: 2197.134766
	Iteration 0F: 3 clusters Score -97943.08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98251.289062 Penalty: 2197.134766
	Iteration 1F: 3 clusters Score -98251.29 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -98344.507812 Penalty: 2197.134766
	Iteration 2F: 3 clusters Score -98344.51 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -98451.976562 Penalty: 2197.134766
	Iteration 3F: 3 clusters Score -98451.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -98546.093750 Penalty: 2197.134766
	Iteration 4F: 3 clusters Score -98546.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -98615.757812 Penalty: 2197.134766
	Iteration 5Q: 3 clusters Score -98615.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -98650.351562 Penalty: 2197.134766
	Iteration 6Q: 3 clusters Score -98650.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -98668.468750 Penalty: 2197.134766
	Iteration 7Q: 3 clusters Score -98668.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -98679.054688 Penalty: 2197.134766
	Iteration 8Q: 3 clusters Score -98679.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -98684.492188 Penalty: 2197.134766
	Iteration 9Q: 3 clusters Score -98684.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -98687.117188 Penalty: 2197.134766
	Iteration 10Q: 3 clusters Score -98687.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -98689.937500 Penalty: 2197.134766
	Iteration 11Q: 3 clusters Score -98689.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -98692.226562 Penalty: 2197.134766
	Iteration 12Q: 3 clusters Score -98692.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -98695.078125 Penalty: 2197.134766
	Iteration 13Q: 3 clusters Score -98695.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -98697.960938 Penalty: 2197.134766
	Iteration 14Q: 3 clusters Score -98697.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -98699.898438 Penalty: 2197.134766
	Iteration 15Q: 3 clusters Score -98699.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -98701.484375 Penalty: 2197.134766
	Iteration 16Q: 3 clusters Score -98701.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -98702.046875 Penalty: 2197.134766
	Iteration 17Q: 3 clusters Score -98702.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -98702.046875 Penalty: 2197.134766
	Iteration 18F: 3 clusters Score -98702.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (6694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Entering Unmasked Estep 
Score: -969899.000000 Penalty: 1431.457031
	Iteration 0F: 2 clusters Score -969899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -964868.812500 Penalty: 2862.914062
	Iteration 0F: 3 clusters Score -964868.8 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -966322.625000 Penalty: 2862.914062
	Iteration 1F: 3 clusters Score -966322.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -966556.125000 Penalty: 2862.914062
	Iteration 2F: 3 clusters Score -966556.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -966779.062500 Penalty: 2862.914062
	Iteration 3F: 3 clusters Score -966779.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -966963.375000 Penalty: 2862.914062
	Iteration 4F: 3 clusters Score -966963.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -967124.375000 Penalty: 2862.914062
	Iteration 5Q: 3 clusters Score -967124.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -967299.875000 Penalty: 2862.914062
	Iteration 6Q: 3 clusters Score -967299.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -967445.000000 Penalty: 2862.914062
	Iteration 7Q: 3 clusters Score -967445 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -967548.187500 Penalty: 2862.914062
	Iteration 8Q: 3 clusters Score -967548.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -967637.437500 Penalty: 2862.914062
	Iteration 9Q: 3 clusters Score -967637.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -967726.875000 Penalty: 2862.914062
	Iteration 10Q: 3 clusters Score -967726.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -967803.625000 Penalty: 2862.914062
	Iteration 11Q: 3 clusters Score -967803.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -967852.250000 Penalty: 2862.914062
	Iteration 12Q: 3 clusters Score -967852.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -967881.437500 Penalty: 2862.914062
	Iteration 13Q: 3 clusters Score -967881.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -967894.000000 Penalty: 2862.914062
	Iteration 14Q: 3 clusters Score -967894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -967906.750000 Penalty: 2862.914062
	Iteration 15Q: 3 clusters Score -967906.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -967913.375000 Penalty: 2862.914062
	Iteration 16Q: 3 clusters Score -967913.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -967920.437500 Penalty: 2862.914062
	Iteration 17Q: 3 clusters Score -967920.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -967926.125000 Penalty: 2862.914062
	Iteration 18Q: 3 clusters Score -967926.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -967933.250000 Penalty: 2862.914062
	Iteration 19Q: 3 clusters Score -967933.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -967932.750000 Penalty: 2862.914062
	Iteration 20F: 3 clusters Score -967932.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -967937.562500 Penalty: 2862.914062
	Iteration 21Q: 3 clusters Score -967937.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -967938.562500 Penalty: 2862.914062
	Iteration 22Q: 3 clusters Score -967938.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -967940.687500 Penalty: 2862.914062
	Iteration 23Q: 3 clusters Score -967940.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -967941.250000 Penalty: 2862.914062
	Iteration 24Q: 3 clusters Score -967941.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -967946.562500 Penalty: 2862.914062
	Iteration 25Q: 3 clusters Score -967946.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -967947.437500 Penalty: 2862.914062
	Iteration 26Q: 3 clusters Score -967947.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -967949.062500 Penalty: 2862.914062
	Iteration 27Q: 3 clusters Score -967949.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -967954.312500 Penalty: 2862.914062
	Iteration 28Q: 3 clusters Score -967954.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -967954.812500 Penalty: 2862.914062
	Iteration 29Q: 3 clusters Score -967954.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -967954.500000 Penalty: 2862.914062
	Iteration 30Q: 3 clusters Score -967954.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -967955.562500 Penalty: 2862.914062
	Iteration 31Q: 3 clusters Score -967955.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -967956.312500 Penalty: 2862.914062
	Iteration 32Q: 3 clusters Score -967956.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -967956.312500 Penalty: 2862.914062
	Iteration 33F: 3 clusters Score -967956.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (19011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Entering Unmasked Estep 
Score: -2893950.250000 Penalty: 1601.075562
	Iteration 0F: 2 clusters Score -2893950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2881963.250000 Penalty: 3202.151123
	Iteration 0F: 3 clusters Score -2881963 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2886313.000000 Penalty: 3202.151123
	Iteration 1F: 3 clusters Score -2886313 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2886644.750000 Penalty: 3202.151123
	Iteration 2Q: 3 clusters Score -2886645 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2887017.750000 Penalty: 3202.151123
	Iteration 3Q: 3 clusters Score -2887018 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2887552.750000 Penalty: 3202.151123
	Iteration 4F: 3 clusters Score -2887553 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2888176.750000 Penalty: 3202.151123
	Iteration 5F: 3 clusters Score -2888177 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2888823.250000 Penalty: 3202.151123
	Iteration 6F: 3 clusters Score -2888823 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2889463.500000 Penalty: 3202.151123
	Iteration 7F: 3 clusters Score -2889464 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2890022.000000 Penalty: 3202.151123
	Iteration 8F: 3 clusters Score -2890022 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2890500.500000 Penalty: 3202.151123
	Iteration 9Q: 3 clusters Score -2890500 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2890827.000000 Penalty: 3202.151123
	Iteration 10Q: 3 clusters Score -2890827 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2891103.750000 Penalty: 3202.151123
	Iteration 11Q: 3 clusters Score -2891104 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2891290.750000 Penalty: 3202.151123
	Iteration 12Q: 3 clusters Score -2891291 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2891402.750000 Penalty: 3202.151123
	Iteration 13Q: 3 clusters Score -2891403 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2891496.250000 Penalty: 3202.151123
	Iteration 14Q: 3 clusters Score -2891496 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2891571.500000 Penalty: 3202.151123
	Iteration 15Q: 3 clusters Score -2891572 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2891621.750000 Penalty: 3202.151123
	Iteration 16Q: 3 clusters Score -2891622 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2891677.250000 Penalty: 3202.151123
	Iteration 17Q: 3 clusters Score -2891677 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2891727.250000 Penalty: 3202.151123
	Iteration 18Q: 3 clusters Score -2891727 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2891786.000000 Penalty: 3202.151123
	Iteration 19Q: 3 clusters Score -2891786 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2891854.750000 Penalty: 3202.151123
	Iteration 20F: 3 clusters Score -2891855 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2891931.500000 Penalty: 3202.151123
	Iteration 21Q: 3 clusters Score -2891932 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2891969.500000 Penalty: 3202.151123
	Iteration 22Q: 3 clusters Score -2891970 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2892013.250000 Penalty: 3202.151123
	Iteration 23Q: 3 clusters Score -2892013 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2892061.750000 Penalty: 3202.151123
	Iteration 24Q: 3 clusters Score -2892062 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2892112.500000 Penalty: 3202.151123
	Iteration 25Q: 3 clusters Score -2892112 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2892167.000000 Penalty: 3202.151123
	Iteration 26Q: 3 clusters Score -2892167 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2892180.500000 Penalty: 3202.151123
	Iteration 27Q: 3 clusters Score -2892180 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2892213.500000 Penalty: 3202.151123
	Iteration 28Q: 3 clusters Score -2892214 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2892251.500000 Penalty: 3202.151123
	Iteration 29Q: 3 clusters Score -2892252 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2892269.500000 Penalty: 3202.151123
	Iteration 30Q: 3 clusters Score -2892270 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2892296.000000 Penalty: 3202.151123
	Iteration 31Q: 3 clusters Score -2892296 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2892303.500000 Penalty: 3202.151123
	Iteration 32Q: 3 clusters Score -2892304 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2892309.500000 Penalty: 3202.151123
	Iteration 33Q: 3 clusters Score -2892310 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2892330.000000 Penalty: 3202.151123
	Iteration 34Q: 3 clusters Score -2892330 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2892341.000000 Penalty: 3202.151123
	Iteration 35Q: 3 clusters Score -2892341 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2892353.500000 Penalty: 3202.151123
	Iteration 36Q: 3 clusters Score -2892354 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2892375.500000 Penalty: 3202.151123
	Iteration 37Q: 3 clusters Score -2892376 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2892386.750000 Penalty: 3202.151123
	Iteration 38Q: 3 clusters Score -2892387 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2892413.000000 Penalty: 3202.151123
	Iteration 39Q: 3 clusters Score -2892413 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2892437.000000 Penalty: 3202.151123
	Iteration 40F: 3 clusters Score -2892437 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2892446.250000 Penalty: 3202.151123
	Iteration 41Q: 3 clusters Score -2892446 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2892455.000000 Penalty: 3202.151123
	Iteration 42Q: 3 clusters Score -2892455 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2892469.000000 Penalty: 3202.151123
	Iteration 43Q: 3 clusters Score -2892469 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2892480.250000 Penalty: 3202.151123
	Iteration 44Q: 3 clusters Score -2892480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2892483.000000 Penalty: 3202.151123
	Iteration 45Q: 3 clusters Score -2892483 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2892485.250000 Penalty: 3202.151123
	Iteration 46Q: 3 clusters Score -2892485 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2892490.500000 Penalty: 3202.151123
	Iteration 47Q: 3 clusters Score -2892490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2892500.250000 Penalty: 3202.151123
	Iteration 48Q: 3 clusters Score -2892500 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2892509.000000 Penalty: 3202.151123
	Iteration 49Q: 3 clusters Score -2892509 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2892500.250000 Penalty: 3202.151123
	Iteration 50Q: 3 clusters Score -2892500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2892505.750000 Penalty: 3202.151123
	Iteration 51Q: 3 clusters Score -2892506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2892512.250000 Penalty: 3202.151123
	Iteration 52Q: 3 clusters Score -2892512 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2892518.250000 Penalty: 3202.151123
	Iteration 53Q: 3 clusters Score -2892518 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2892517.500000 Penalty: 3202.151123
	Iteration 54Q: 3 clusters Score -2892518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2892523.500000 Penalty: 3202.151123
	Iteration 55Q: 3 clusters Score -2892524 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2892528.000000 Penalty: 3202.151123
	Iteration 56Q: 3 clusters Score -2892528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2892533.500000 Penalty: 3202.151123
	Iteration 57Q: 3 clusters Score -2892534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2892536.750000 Penalty: 3202.151123
	Iteration 58Q: 3 clusters Score -2892537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2892538.250000 Penalty: 3202.151123
	Iteration 59Q: 3 clusters Score -2892538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2892539.500000 Penalty: 3202.151123
	Iteration 60F: 3 clusters Score -2892540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2892540.000000 Penalty: 3202.151123
	Iteration 61Q: 3 clusters Score -2892540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2892539.500000 Penalty: 3202.151123
	Iteration 62Q: 3 clusters Score -2892540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2892540.250000 Penalty: 3202.151123
	Iteration 63Q: 3 clusters Score -2892540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2892541.750000 Penalty: 3202.151123
	Iteration 64Q: 3 clusters Score -2892542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2892545.250000 Penalty: 3202.151123
	Iteration 65Q: 3 clusters Score -2892545 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2892558.750000 Penalty: 3202.151123
	Iteration 66Q: 3 clusters Score -2892559 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2892565.500000 Penalty: 3202.151123
	Iteration 67Q: 3 clusters Score -2892566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2892567.000000 Penalty: 3202.151123
	Iteration 68Q: 3 clusters Score -2892567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2892572.000000 Penalty: 3202.151123
	Iteration 69Q: 3 clusters Score -2892572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2892570.750000 Penalty: 3202.151123
	Iteration 70Q: 3 clusters Score -2892571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2892565.750000 Penalty: 3202.151123
	Iteration 71Q: 3 clusters Score -2892566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2892570.250000 Penalty: 3202.151123
	Iteration 72Q: 3 clusters Score -2892570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2892572.000000 Penalty: 3202.151123
	Iteration 73Q: 3 clusters Score -2892572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2892575.000000 Penalty: 3202.151123
	Iteration 74Q: 3 clusters Score -2892575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2892580.750000 Penalty: 3202.151123
	Iteration 75Q: 3 clusters Score -2892581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2892576.750000 Penalty: 3202.151123
	Iteration 76Q: 3 clusters Score -2892577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2892576.500000 Penalty: 3202.151123
	Iteration 77Q: 3 clusters Score -2892576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2892569.500000 Penalty: 3202.151123
	Iteration 78Q: 3 clusters Score -2892570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2892571.250000 Penalty: 3202.151123
	Iteration 79Q: 3 clusters Score -2892571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2892566.250000 Penalty: 3202.151123
	Iteration 80F: 3 clusters Score -2892566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2892566.250000 Penalty: 3202.151123
	Iteration 81Q: 3 clusters Score -2892566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2892567.000000 Penalty: 3202.151123
	Iteration 82Q: 3 clusters Score -2892567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2892571.250000 Penalty: 3202.151123
	Iteration 83Q: 3 clusters Score -2892571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2892567.750000 Penalty: 3202.151123
	Iteration 84Q: 3 clusters Score -2892568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2892568.750000 Penalty: 3202.151123
	Iteration 85Q: 3 clusters Score -2892569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2892568.750000 Penalty: 3202.151123
	Iteration 86Q: 3 clusters Score -2892569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2892565.750000 Penalty: 3202.151123
	Iteration 87Q: 3 clusters Score -2892566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2892563.500000 Penalty: 3202.151123
	Iteration 88Q: 3 clusters Score -2892564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2892563.500000 Penalty: 3202.151123
	Iteration 89Q: 3 clusters Score -2892564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2892563.250000 Penalty: 3202.151123
	Iteration 90Q: 3 clusters Score -2892563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2892559.750000 Penalty: 3202.151123
	Iteration 91Q: 3 clusters Score -2892560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2892561.750000 Penalty: 3202.151123
	Iteration 92Q: 3 clusters Score -2892562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2892559.750000 Penalty: 3202.151123
	Iteration 93Q: 3 clusters Score -2892560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2892559.750000 Penalty: 3202.151123
	Iteration 94Q: 3 clusters Score -2892560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2892558.000000 Penalty: 3202.151123
	Iteration 95Q: 3 clusters Score -2892558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2892560.000000 Penalty: 3202.151123
	Iteration 96Q: 3 clusters Score -2892560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2892559.500000 Penalty: 3202.151123
	Iteration 97Q: 3 clusters Score -2892560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2892561.500000 Penalty: 3202.151123
	Iteration 98Q: 3 clusters Score -2892562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2892558.750000 Penalty: 3202.151123
	Iteration 99Q: 3 clusters Score -2892559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2892558.000000 Penalty: 3202.151123
	Iteration 100F: 3 clusters Score -2892558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2892558.750000 Penalty: 3202.151123
	Iteration 101Q: 3 clusters Score -2892559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2892557.250000 Penalty: 3202.151123
	Iteration 102Q: 3 clusters Score -2892557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2892555.500000 Penalty: 3202.151123
	Iteration 103Q: 3 clusters Score -2892556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2892556.500000 Penalty: 3202.151123
	Iteration 104Q: 3 clusters Score -2892556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2892557.750000 Penalty: 3202.151123
	Iteration 105Q: 3 clusters Score -2892558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2892559.250000 Penalty: 3202.151123
	Iteration 106Q: 3 clusters Score -2892559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2892561.250000 Penalty: 3202.151123
	Iteration 107Q: 3 clusters Score -2892561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2892558.250000 Penalty: 3202.151123
	Iteration 108Q: 3 clusters Score -2892558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2892561.250000 Penalty: 3202.151123
	Iteration 109Q: 3 clusters Score -2892561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2892559.250000 Penalty: 3202.151123
	Iteration 110Q: 3 clusters Score -2892559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2892558.750000 Penalty: 3202.151123
	Iteration 111Q: 3 clusters Score -2892559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2892561.000000 Penalty: 3202.151123
	Iteration 112Q: 3 clusters Score -2892561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2892559.500000 Penalty: 3202.151123
	Iteration 113Q: 3 clusters Score -2892560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2892562.500000 Penalty: 3202.151123
	Iteration 114Q: 3 clusters Score -2892562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2892561.750000 Penalty: 3202.151123
	Iteration 115Q: 3 clusters Score -2892562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2892557.000000 Penalty: 3202.151123
	Iteration 116Q: 3 clusters Score -2892557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2892558.750000 Penalty: 3202.151123
	Iteration 117Q: 3 clusters Score -2892559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2892561.250000 Penalty: 3202.151123
	Iteration 118Q: 3 clusters Score -2892561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2892565.250000 Penalty: 3202.151123
	Iteration 119Q: 3 clusters Score -2892565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2892568.500000 Penalty: 3202.151123
	Iteration 120F: 3 clusters Score -2892568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2892566.250000 Penalty: 3202.151123
	Iteration 121Q: 3 clusters Score -2892566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2892565.000000 Penalty: 3202.151123
	Iteration 122Q: 3 clusters Score -2892565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2892568.500000 Penalty: 3202.151123
	Iteration 123Q: 3 clusters Score -2892568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2892567.750000 Penalty: 3202.151123
	Iteration 124Q: 3 clusters Score -2892568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2892567.500000 Penalty: 3202.151123
	Iteration 125Q: 3 clusters Score -2892568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2892565.750000 Penalty: 3202.151123
	Iteration 126Q: 3 clusters Score -2892566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2892562.000000 Penalty: 3202.151123
	Iteration 127Q: 3 clusters Score -2892562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2892563.250000 Penalty: 3202.151123
	Iteration 128Q: 3 clusters Score -2892563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2892560.250000 Penalty: 3202.151123
	Iteration 129Q: 3 clusters Score -2892560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2892560.250000 Penalty: 3202.151123
	Iteration 130Q: 3 clusters Score -2892560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2892564.000000 Penalty: 3202.151123
	Iteration 131Q: 3 clusters Score -2892564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2892562.000000 Penalty: 3202.151123
	Iteration 132Q: 3 clusters Score -2892562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2892561.750000 Penalty: 3202.151123
	Iteration 133Q: 3 clusters Score -2892562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2892562.750000 Penalty: 3202.151123
	Iteration 134Q: 3 clusters Score -2892563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2892566.000000 Penalty: 3202.151123
	Iteration 135Q: 3 clusters Score -2892566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2892564.500000 Penalty: 3202.151123
	Iteration 136Q: 3 clusters Score -2892564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2892564.500000 Penalty: 3202.151123
	Iteration 137Q: 3 clusters Score -2892564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2892565.500000 Penalty: 3202.151123
	Iteration 138Q: 3 clusters Score -2892566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2892565.000000 Penalty: 3202.151123
	Iteration 139Q: 3 clusters Score -2892565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2892564.250000 Penalty: 3202.151123
	Iteration 140F: 3 clusters Score -2892564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (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: -230842.515625 Penalty: 1211.297974
	Iteration 0F: 2 clusters Score -230842.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -228939.546875 Penalty: 2422.595947
	Iteration 0F: 3 clusters Score -228939.5 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -229365.140625 Penalty: 2422.595947
	Iteration 1F: 3 clusters Score -229365.1 nChanged 151
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: -229498.296875 Penalty: 2422.595947
	Iteration 2F: 3 clusters Score -229498.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -229584.296875 Penalty: 2422.595947
	Iteration 3F: 3 clusters Score -229584.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -229650.156250 Penalty: 2422.595947
	Iteration 4Q: 3 clusters Score -229650.2 nChanged 68
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: -229726.312500 Penalty: 2422.595947
	Iteration 5Q: 3 clusters Score -229726.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -229818.640625 Penalty: 2422.595947
	Iteration 6Q: 3 clusters Score -229818.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -229927.875000 Penalty: 2422.595947
	Iteration 7Q: 3 clusters Score -229927.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -230072.796875 Penalty: 2422.595947
	Iteration 8Q: 3 clusters Score -230072.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -230233.375000 Penalty: 2422.595947
	Iteration 9Q: 3 clusters Score -230233.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -230345.890625 Penalty: 2422.595947
	Iteration 10Q: 3 clusters Score -230345.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -230420.593750 Penalty: 2422.595947
	Iteration 11Q: 3 clusters Score -230420.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -230461.968750 Penalty: 2422.595947
	Iteration 12Q: 3 clusters Score -230462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -230478.203125 Penalty: 2422.595947
	Iteration 13Q: 3 clusters Score -230478.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -230486.421875 Penalty: 2422.595947
	Iteration 14Q: 3 clusters Score -230486.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -230492.171875 Penalty: 2422.595947
	Iteration 15Q: 3 clusters Score -230492.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -230494.359375 Penalty: 2422.595947
	Iteration 16Q: 3 clusters Score -230494.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -230497.218750 Penalty: 2422.595947
	Iteration 17Q: 3 clusters Score -230497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -230498.812500 Penalty: 2422.595947
	Iteration 18Q: 3 clusters Score -230498.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -230499.468750 Penalty: 2422.595947
	Iteration 19F: 3 clusters Score -230499.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -230500.796875 Penalty: 2422.595947
	Iteration 20F: 3 clusters Score -230500.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -230501.062500 Penalty: 2422.595947
	Iteration 21Q: 3 clusters Score -230501.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -230501.984375 Penalty: 2422.595947
	Iteration 22Q: 3 clusters Score -230502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -230502.640625 Penalty: 2422.595947
	Iteration 23Q: 3 clusters Score -230502.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -230502.640625 Penalty: 2422.595947
	Iteration 24F: 3 clusters Score -230502.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (4456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Entering Unmasked Estep 
Score: -588461.500000 Penalty: 1365.326172
	Iteration 0F: 2 clusters Score -588461.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -584810.062500 Penalty: 2730.652344
	Iteration 0F: 3 clusters Score -584810.1 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -585832.125000 Penalty: 2730.652344
	Iteration 1F: 3 clusters Score -585832.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -586043.812500 Penalty: 2730.652344
	Iteration 2F: 3 clusters Score -586043.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -586185.875000 Penalty: 2730.652344
	Iteration 3F: 3 clusters Score -586185.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -586310.687500 Penalty: 2730.652344
	Iteration 4Q: 3 clusters Score -586310.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -586404.562500 Penalty: 2730.652344
	Iteration 5Q: 3 clusters Score -586404.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -586484.625000 Penalty: 2730.652344
	Iteration 6Q: 3 clusters Score -586484.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -586548.812500 Penalty: 2730.652344
	Iteration 7Q: 3 clusters Score -586548.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -586600.125000 Penalty: 2730.652344
	Iteration 8Q: 3 clusters Score -586600.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -586642.125000 Penalty: 2730.652344
	Iteration 9Q: 3 clusters Score -586642.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -586685.250000 Penalty: 2730.652344
	Iteration 10Q: 3 clusters Score -586685.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -586724.125000 Penalty: 2730.652344
	Iteration 11Q: 3 clusters Score -586724.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -586769.625000 Penalty: 2730.652344
	Iteration 12Q: 3 clusters Score -586769.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -586822.562500 Penalty: 2730.652344
	Iteration 13Q: 3 clusters Score -586822.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -586878.812500 Penalty: 2730.652344
	Iteration 14Q: 3 clusters Score -586878.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -586932.687500 Penalty: 2730.652344
	Iteration 15Q: 3 clusters Score -586932.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -586983.000000 Penalty: 2730.652344
	Iteration 16Q: 3 clusters Score -586983 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -587020.625000 Penalty: 2730.652344
	Iteration 17Q: 3 clusters Score -587020.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -587052.562500 Penalty: 2730.652344
	Iteration 18Q: 3 clusters Score -587052.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -587082.062500 Penalty: 2730.652344
	Iteration 19Q: 3 clusters Score -587082.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -587106.875000 Penalty: 2730.652344
	Iteration 20F: 3 clusters Score -587106.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -587130.125000 Penalty: 2730.652344
	Iteration 21Q: 3 clusters Score -587130.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -587159.875000 Penalty: 2730.652344
	Iteration 22Q: 3 clusters Score -587159.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -587187.437500 Penalty: 2730.652344
	Iteration 23Q: 3 clusters Score -587187.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -587210.687500 Penalty: 2730.652344
	Iteration 24Q: 3 clusters Score -587210.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -587232.625000 Penalty: 2730.652344
	Iteration 25Q: 3 clusters Score -587232.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -587254.875000 Penalty: 2730.652344
	Iteration 26Q: 3 clusters Score -587254.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -587290.312500 Penalty: 2730.652344
	Iteration 27Q: 3 clusters Score -587290.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -587332.187500 Penalty: 2730.652344
	Iteration 28Q: 3 clusters Score -587332.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -587377.875000 Penalty: 2730.652344
	Iteration 29Q: 3 clusters Score -587377.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -587420.750000 Penalty: 2730.652344
	Iteration 30Q: 3 clusters Score -587420.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -587458.437500 Penalty: 2730.652344
	Iteration 31Q: 3 clusters Score -587458.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -587497.062500 Penalty: 2730.652344
	Iteration 32Q: 3 clusters Score -587497.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -587528.125000 Penalty: 2730.652344
	Iteration 33Q: 3 clusters Score -587528.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -587555.187500 Penalty: 2730.652344
	Iteration 34Q: 3 clusters Score -587555.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -587568.562500 Penalty: 2730.652344
	Iteration 35Q: 3 clusters Score -587568.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -587586.875000 Penalty: 2730.652344
	Iteration 36Q: 3 clusters Score -587586.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -587604.250000 Penalty: 2730.652344
	Iteration 37Q: 3 clusters Score -587604.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -587617.750000 Penalty: 2730.652344
	Iteration 38Q: 3 clusters Score -587617.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -587627.375000 Penalty: 2730.652344
	Iteration 39Q: 3 clusters Score -587627.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -587632.500000 Penalty: 2730.652344
	Iteration 40F: 3 clusters Score -587632.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -587639.062500 Penalty: 2730.652344
	Iteration 41Q: 3 clusters Score -587639.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -587645.312500 Penalty: 2730.652344
	Iteration 42Q: 3 clusters Score -587645.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -587651.375000 Penalty: 2730.652344
	Iteration 43Q: 3 clusters Score -587651.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -587654.500000 Penalty: 2730.652344
	Iteration 44Q: 3 clusters Score -587654.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -587657.187500 Penalty: 2730.652344
	Iteration 45Q: 3 clusters Score -587657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -587657.937500 Penalty: 2730.652344
	Iteration 46Q: 3 clusters Score -587657.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -587659.937500 Penalty: 2730.652344
	Iteration 47Q: 3 clusters Score -587659.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -587662.375000 Penalty: 2730.652344
	Iteration 48Q: 3 clusters Score -587662.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -587665.687500 Penalty: 2730.652344
	Iteration 49Q: 3 clusters Score -587665.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -587667.812500 Penalty: 2730.652344
	Iteration 50Q: 3 clusters Score -587667.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -587670.437500 Penalty: 2730.652344
	Iteration 51Q: 3 clusters Score -587670.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -587670.937500 Penalty: 2730.652344
	Iteration 52Q: 3 clusters Score -587670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -587671.812500 Penalty: 2730.652344
	Iteration 53Q: 3 clusters Score -587671.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -587671.812500 Penalty: 2730.652344
	Iteration 54F: 3 clusters Score -587671.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (13535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Entering Unmasked Estep 
Score: -2047378.750000 Penalty: 1545.868042
	Iteration 0F: 2 clusters Score -2047379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2038092.625000 Penalty: 3091.736084
	Iteration 0F: 3 clusters Score -2038093 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2041559.375000 Penalty: 3091.736084
	Iteration 1F: 3 clusters Score -2041559 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2041980.875000 Penalty: 3091.736084
	Iteration 2F: 3 clusters Score -2041981 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2042373.500000 Penalty: 3091.736084
	Iteration 3F: 3 clusters Score -2042374 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2042734.750000 Penalty: 3091.736084
	Iteration 4F: 3 clusters Score -2042735 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2043104.000000 Penalty: 3091.736084
	Iteration 5F: 3 clusters Score -2043104 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2043476.125000 Penalty: 3091.736084
	Iteration 6F: 3 clusters Score -2043476 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2043846.000000 Penalty: 3091.736084
	Iteration 7Q: 3 clusters Score -2043846 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2044208.000000 Penalty: 3091.736084
	Iteration 8Q: 3 clusters Score -2044208 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2044521.500000 Penalty: 3091.736084
	Iteration 9Q: 3 clusters Score -2044522 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2044807.625000 Penalty: 3091.736084
	Iteration 10Q: 3 clusters Score -2044808 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2045062.750000 Penalty: 3091.736084
	Iteration 11Q: 3 clusters Score -2045063 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2045273.000000 Penalty: 3091.736084
	Iteration 12Q: 3 clusters Score -2045273 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2045431.625000 Penalty: 3091.736084
	Iteration 13Q: 3 clusters Score -2045432 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2045546.875000 Penalty: 3091.736084
	Iteration 14Q: 3 clusters Score -2045547 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2045643.500000 Penalty: 3091.736084
	Iteration 15Q: 3 clusters Score -2045644 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2045725.750000 Penalty: 3091.736084
	Iteration 16Q: 3 clusters Score -2045726 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2045783.000000 Penalty: 3091.736084
	Iteration 17Q: 3 clusters Score -2045783 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2045823.375000 Penalty: 3091.736084
	Iteration 18Q: 3 clusters Score -2045823 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2045857.000000 Penalty: 3091.736084
	Iteration 19Q: 3 clusters Score -2045857 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2045896.250000 Penalty: 3091.736084
	Iteration 20F: 3 clusters Score -2045896 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2045915.000000 Penalty: 3091.736084
	Iteration 21Q: 3 clusters Score -2045915 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2045933.500000 Penalty: 3091.736084
	Iteration 22Q: 3 clusters Score -2045934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2045944.000000 Penalty: 3091.736084
	Iteration 23Q: 3 clusters Score -2045944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2045969.000000 Penalty: 3091.736084
	Iteration 24Q: 3 clusters Score -2045969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2045982.250000 Penalty: 3091.736084
	Iteration 25Q: 3 clusters Score -2045982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2045996.375000 Penalty: 3091.736084
	Iteration 26Q: 3 clusters Score -2045996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2046005.125000 Penalty: 3091.736084
	Iteration 27Q: 3 clusters Score -2046005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2046001.750000 Penalty: 3091.736084
	Iteration 28Q: 3 clusters Score -2046002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2046005.125000 Penalty: 3091.736084
	Iteration 29Q: 3 clusters Score -2046005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2046010.875000 Penalty: 3091.736084
	Iteration 30Q: 3 clusters Score -2046011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2046022.625000 Penalty: 3091.736084
	Iteration 31Q: 3 clusters Score -2046023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2046031.125000 Penalty: 3091.736084
	Iteration 32Q: 3 clusters Score -2046031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2046036.250000 Penalty: 3091.736084
	Iteration 33Q: 3 clusters Score -2046036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2046040.125000 Penalty: 3091.736084
	Iteration 34Q: 3 clusters Score -2046040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2046046.500000 Penalty: 3091.736084
	Iteration 35Q: 3 clusters Score -2046046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2046050.125000 Penalty: 3091.736084
	Iteration 36Q: 3 clusters Score -2046050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2046050.125000 Penalty: 3091.736084
	Iteration 37Q: 3 clusters Score -2046050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2046051.000000 Penalty: 3091.736084
	Iteration 38Q: 3 clusters Score -2046051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2046056.125000 Penalty: 3091.736084
	Iteration 39Q: 3 clusters Score -2046056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2046056.875000 Penalty: 3091.736084
	Iteration 40F: 3 clusters Score -2046057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2046057.375000 Penalty: 3091.736084
	Iteration 41Q: 3 clusters Score -2046057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2046059.000000 Penalty: 3091.736084
	Iteration 42Q: 3 clusters Score -2046059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2046058.875000 Penalty: 3091.736084
	Iteration 43Q: 3 clusters Score -2046059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2046060.875000 Penalty: 3091.736084
	Iteration 44Q: 3 clusters Score -2046061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2046062.625000 Penalty: 3091.736084
	Iteration 45Q: 3 clusters Score -2046063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2046061.250000 Penalty: 3091.736084
	Iteration 46Q: 3 clusters Score -2046061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2046064.875000 Penalty: 3091.736084
	Iteration 47Q: 3 clusters Score -2046065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2046063.125000 Penalty: 3091.736084
	Iteration 48Q: 3 clusters Score -2046063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2046065.250000 Penalty: 3091.736084
	Iteration 49Q: 3 clusters Score -2046065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2046067.250000 Penalty: 3091.736084
	Iteration 50Q: 3 clusters Score -2046067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2046066.125000 Penalty: 3091.736084
	Iteration 51Q: 3 clusters Score -2046066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2046069.250000 Penalty: 3091.736084
	Iteration 52Q: 3 clusters Score -2046069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2046069.875000 Penalty: 3091.736084
	Iteration 53Q: 3 clusters Score -2046070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2046078.375000 Penalty: 3091.736084
	Iteration 54Q: 3 clusters Score -2046078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2046086.875000 Penalty: 3091.736084
	Iteration 55Q: 3 clusters Score -2046087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2046090.875000 Penalty: 3091.736084
	Iteration 56Q: 3 clusters Score -2046091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2046093.250000 Penalty: 3091.736084
	Iteration 57Q: 3 clusters Score -2046093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2046100.125000 Penalty: 3091.736084
	Iteration 58Q: 3 clusters Score -2046100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2046100.250000 Penalty: 3091.736084
	Iteration 59Q: 3 clusters Score -2046100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2046099.500000 Penalty: 3091.736084
	Iteration 60F: 3 clusters Score -2046100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2046097.375000 Penalty: 3091.736084
	Iteration 61Q: 3 clusters Score -2046097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2046099.750000 Penalty: 3091.736084
	Iteration 62Q: 3 clusters Score -2046100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2046102.500000 Penalty: 3091.736084
	Iteration 63Q: 3 clusters Score -2046102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2046101.125000 Penalty: 3091.736084
	Iteration 64Q: 3 clusters Score -2046101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2046102.625000 Penalty: 3091.736084
	Iteration 65Q: 3 clusters Score -2046103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2046102.625000 Penalty: 3091.736084
	Iteration 66F: 3 clusters Score -2046103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -191005.734375 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -191005.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -189201.328125 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -189201.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -189617.046875 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -189617 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -189713.375000 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -189713.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -189780.140625 Penalty: 2388.081787
	Iteration 3Q: 3 clusters Score -189780.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -189841.109375 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -189841.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -189887.734375 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -189887.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -189913.671875 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -189913.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -189935.171875 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -189935.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -189953.250000 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -189953.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -189967.609375 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -189967.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -189984.343750 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -189984.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -189994.796875 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -189994.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -190012.921875 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -190012.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -190031.078125 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -190031.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -190056.062500 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -190056.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -190078.109375 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -190078.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -190097.250000 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -190097.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -190131.921875 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -190131.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -190185.390625 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -190185.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -190262.468750 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -190262.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -190311.828125 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -190311.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -190348.625000 Penalty: 2388.081787
	Iteration 21Q: 3 clusters Score -190348.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -190374.093750 Penalty: 2388.081787
	Iteration 22Q: 3 clusters Score -190374.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -190395.828125 Penalty: 2388.081787
	Iteration 23Q: 3 clusters Score -190395.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -190418.031250 Penalty: 2388.081787
	Iteration 24Q: 3 clusters Score -190418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -190429.671875 Penalty: 2388.081787
	Iteration 25Q: 3 clusters Score -190429.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -190438.296875 Penalty: 2388.081787
	Iteration 26Q: 3 clusters Score -190438.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -190440.484375 Penalty: 2388.081787
	Iteration 27Q: 3 clusters Score -190440.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -190442.078125 Penalty: 2388.081787
	Iteration 28Q: 3 clusters Score -190442.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -190442.843750 Penalty: 2388.081787
	Iteration 29Q: 3 clusters Score -190442.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -190443.593750 Penalty: 2388.081787
	Iteration 30Q: 3 clusters Score -190443.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -190444.187500 Penalty: 2388.081787
	Iteration 31Q: 3 clusters Score -190444.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -190444.718750 Penalty: 2388.081787
	Iteration 32Q: 3 clusters Score -190444.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -190444.718750 Penalty: 2388.081787
	Iteration 33F: 3 clusters Score -190444.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Entering Unmasked Estep 
Score: -315830.437500 Penalty: 1256.296143
	Iteration 0F: 2 clusters Score -315830.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -313606.406250 Penalty: 2512.592285
	Iteration 0F: 3 clusters Score -313606.4 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -314086.375000 Penalty: 2512.592285
	Iteration 1F: 3 clusters Score -314086.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -314206.625000 Penalty: 2512.592285
	Iteration 2F: 3 clusters Score -314206.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -314277.281250 Penalty: 2512.592285
	Iteration 3Q: 3 clusters Score -314277.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -314339.687500 Penalty: 2512.592285
	Iteration 4Q: 3 clusters Score -314339.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -314395.500000 Penalty: 2512.592285
	Iteration 5Q: 3 clusters Score -314395.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -314428.375000 Penalty: 2512.592285
	Iteration 6Q: 3 clusters Score -314428.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -314442.656250 Penalty: 2512.592285
	Iteration 7Q: 3 clusters Score -314442.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -314460.125000 Penalty: 2512.592285
	Iteration 8Q: 3 clusters Score -314460.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -314481.625000 Penalty: 2512.592285
	Iteration 9Q: 3 clusters Score -314481.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -314497.156250 Penalty: 2512.592285
	Iteration 10Q: 3 clusters Score -314497.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -314507.593750 Penalty: 2512.592285
	Iteration 11Q: 3 clusters Score -314507.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -314513.906250 Penalty: 2512.592285
	Iteration 12Q: 3 clusters Score -314513.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -314519.125000 Penalty: 2512.592285
	Iteration 13Q: 3 clusters Score -314519.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -314524.375000 Penalty: 2512.592285
	Iteration 14Q: 3 clusters Score -314524.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -314529.656250 Penalty: 2512.592285
	Iteration 15Q: 3 clusters Score -314529.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -314535.312500 Penalty: 2512.592285
	Iteration 16Q: 3 clusters Score -314535.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -314541.281250 Penalty: 2512.592285
	Iteration 17Q: 3 clusters Score -314541.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -314548.593750 Penalty: 2512.592285
	Iteration 18Q: 3 clusters Score -314548.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -314555.031250 Penalty: 2512.592285
	Iteration 19Q: 3 clusters Score -314555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -314560.250000 Penalty: 2512.592285
	Iteration 20F: 3 clusters Score -314560.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -314565.343750 Penalty: 2512.592285
	Iteration 21Q: 3 clusters Score -314565.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -314575.250000 Penalty: 2512.592285
	Iteration 22Q: 3 clusters Score -314575.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -314585.906250 Penalty: 2512.592285
	Iteration 23Q: 3 clusters Score -314585.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -314596.750000 Penalty: 2512.592285
	Iteration 24Q: 3 clusters Score -314596.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -314605.281250 Penalty: 2512.592285
	Iteration 25Q: 3 clusters Score -314605.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -314613.406250 Penalty: 2512.592285
	Iteration 26Q: 3 clusters Score -314613.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -314623.656250 Penalty: 2512.592285
	Iteration 27Q: 3 clusters Score -314623.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -314638.312500 Penalty: 2512.592285
	Iteration 28Q: 3 clusters Score -314638.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -314660.625000 Penalty: 2512.592285
	Iteration 29Q: 3 clusters Score -314660.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -314685.625000 Penalty: 2512.592285
	Iteration 30Q: 3 clusters Score -314685.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -314702.250000 Penalty: 2512.592285
	Iteration 31Q: 3 clusters Score -314702.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -314713.812500 Penalty: 2512.592285
	Iteration 32Q: 3 clusters Score -314713.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -314721.437500 Penalty: 2512.592285
	Iteration 33Q: 3 clusters Score -314721.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -314725.125000 Penalty: 2512.592285
	Iteration 34Q: 3 clusters Score -314725.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -314727.437500 Penalty: 2512.592285
	Iteration 35Q: 3 clusters Score -314727.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -314732.062500 Penalty: 2512.592285
	Iteration 36Q: 3 clusters Score -314732.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -314738.781250 Penalty: 2512.592285
	Iteration 37Q: 3 clusters Score -314738.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -314744.562500 Penalty: 2512.592285
	Iteration 38Q: 3 clusters Score -314744.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -314752.937500 Penalty: 2512.592285
	Iteration 39Q: 3 clusters Score -314752.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -314761.156250 Penalty: 2512.592285
	Iteration 40F: 3 clusters Score -314761.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -314771.781250 Penalty: 2512.592285
	Iteration 41Q: 3 clusters Score -314771.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -314780.468750 Penalty: 2512.592285
	Iteration 42Q: 3 clusters Score -314780.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -314790.187500 Penalty: 2512.592285
	Iteration 43Q: 3 clusters Score -314790.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -314798.906250 Penalty: 2512.592285
	Iteration 44Q: 3 clusters Score -314798.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -314803.468750 Penalty: 2512.592285
	Iteration 45Q: 3 clusters Score -314803.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -314808.312500 Penalty: 2512.592285
	Iteration 46Q: 3 clusters Score -314808.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -314811.937500 Penalty: 2512.592285
	Iteration 47Q: 3 clusters Score -314811.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -314812.968750 Penalty: 2512.592285
	Iteration 48Q: 3 clusters Score -314813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -314814.031250 Penalty: 2512.592285
	Iteration 49Q: 3 clusters Score -314814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -314814.562500 Penalty: 2512.592285
	Iteration 50Q: 3 clusters Score -314814.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -314814.562500 Penalty: 2512.592285
	Iteration 51F: 3 clusters Score -314814.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -93972.898438 Penalty: 1087.665039
	Iteration 0F: 2 clusters Score -93972.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -92733.101562 Penalty: 2175.330078
	Iteration 0F: 3 clusters Score -92733.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -93058.195312 Penalty: 2175.330078
	Iteration 1F: 3 clusters Score -93058.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -93154.296875 Penalty: 2175.330078
	Iteration 2F: 3 clusters Score -93154.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -93233.648438 Penalty: 2175.330078
	Iteration 3F: 3 clusters Score -93233.65 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -93325.468750 Penalty: 2175.330078
	Iteration 4F: 3 clusters Score -93325.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -93403.179688 Penalty: 2175.330078
	Iteration 5Q: 3 clusters Score -93403.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -93492.453125 Penalty: 2175.330078
	Iteration 6Q: 3 clusters Score -93492.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -93591.992188 Penalty: 2175.330078
	Iteration 7Q: 3 clusters Score -93591.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -93656.828125 Penalty: 2175.330078
	Iteration 8Q: 3 clusters Score -93656.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -93743.148438 Penalty: 2175.330078
	Iteration 9Q: 3 clusters Score -93743.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -93862.679688 Penalty: 2175.330078
	Iteration 10Q: 3 clusters Score -93862.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -93980.656250 Penalty: 2175.330078
	Iteration 11Q: 3 clusters Score -93980.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -94037.742188 Penalty: 2175.330078
	Iteration 12Q: 3 clusters Score -94037.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -94070.992188 Penalty: 2175.330078
	Iteration 13Q: 3 clusters Score -94070.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -94087.695312 Penalty: 2175.330078
	Iteration 14Q: 3 clusters Score -94087.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -94109.609375 Penalty: 2175.330078
	Iteration 15Q: 3 clusters Score -94109.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94116.226562 Penalty: 2175.330078
	Iteration 16Q: 3 clusters Score -94116.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -94120.578125 Penalty: 2175.330078
	Iteration 17Q: 3 clusters Score -94120.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -94130.460938 Penalty: 2175.330078
	Iteration 18Q: 3 clusters Score -94130.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -94134.015625 Penalty: 2175.330078
	Iteration 19Q: 3 clusters Score -94134.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -94141.031250 Penalty: 2175.330078
	Iteration 20F: 3 clusters Score -94141.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94150.398438 Penalty: 2175.330078
	Iteration 21Q: 3 clusters Score -94150.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -94162.359375 Penalty: 2175.330078
	Iteration 22Q: 3 clusters Score -94162.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -94174.953125 Penalty: 2175.330078
	Iteration 23Q: 3 clusters Score -94174.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -94183.031250 Penalty: 2175.330078
	Iteration 24Q: 3 clusters Score -94183.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -94186.203125 Penalty: 2175.330078
	Iteration 25Q: 3 clusters Score -94186.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -94187.156250 Penalty: 2175.330078
	Iteration 26Q: 3 clusters Score -94187.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -94187.156250 Penalty: 2175.330078
	Iteration 27F: 3 clusters Score -94187.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31423 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8241 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23791 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13328 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6682 members 
Mstep: Class 37 contains 9648 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28985 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14903 members 
Mstep: Class 46 contains 14297 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20837 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13535 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 383 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 790 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21430 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19692 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 15745 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Mstep: Class 86 contains 424 members 
Entering Unmasked Estep 
Score: -85931920.000000 Penalty: 185964.312500
Splitting cluster 68 changes total score from -85932752.000000 to -85931920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (8762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Entering Unmasked Estep 
Score: -1330419.500000 Penalty: 1475.204102
	Iteration 0F: 2 clusters Score -1330420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1324119.750000 Penalty: 2950.408203
	Iteration 0F: 3 clusters Score -1324120 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1326117.250000 Penalty: 2950.408203
	Iteration 1F: 3 clusters Score -1326117 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1326397.500000 Penalty: 2950.408203
	Iteration 2F: 3 clusters Score -1326398 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1326596.000000 Penalty: 2950.408203
	Iteration 3F: 3 clusters Score -1326596 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1326738.250000 Penalty: 2950.408203
	Iteration 4Q: 3 clusters Score -1326738 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1326865.250000 Penalty: 2950.408203
	Iteration 5Q: 3 clusters Score -1326865 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1326988.500000 Penalty: 2950.408203
	Iteration 6Q: 3 clusters Score -1326988 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1327129.500000 Penalty: 2950.408203
	Iteration 7Q: 3 clusters Score -1327130 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1327294.625000 Penalty: 2950.408203
	Iteration 8Q: 3 clusters Score -1327295 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1327467.500000 Penalty: 2950.408203
	Iteration 9Q: 3 clusters Score -1327468 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1327688.000000 Penalty: 2950.408203
	Iteration 10Q: 3 clusters Score -1327688 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1327938.625000 Penalty: 2950.408203
	Iteration 11Q: 3 clusters Score -1327939 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1328184.125000 Penalty: 2950.408203
	Iteration 12Q: 3 clusters Score -1328184 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1328427.875000 Penalty: 2950.408203
	Iteration 13Q: 3 clusters Score -1328428 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1328632.750000 Penalty: 2950.408203
	Iteration 14Q: 3 clusters Score -1328633 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1328787.500000 Penalty: 2950.408203
	Iteration 15Q: 3 clusters Score -1328788 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1328917.875000 Penalty: 2950.408203
	Iteration 16Q: 3 clusters Score -1328918 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1328995.750000 Penalty: 2950.408203
	Iteration 17Q: 3 clusters Score -1328996 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1329048.000000 Penalty: 2950.408203
	Iteration 18Q: 3 clusters Score -1329048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1329073.375000 Penalty: 2950.408203
	Iteration 19Q: 3 clusters Score -1329073 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1329098.500000 Penalty: 2950.408203
	Iteration 20F: 3 clusters Score -1329098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1329117.625000 Penalty: 2950.408203
	Iteration 21Q: 3 clusters Score -1329118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1329131.500000 Penalty: 2950.408203
	Iteration 22Q: 3 clusters Score -1329132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1329137.750000 Penalty: 2950.408203
	Iteration 23Q: 3 clusters Score -1329138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1329148.000000 Penalty: 2950.408203
	Iteration 24Q: 3 clusters Score -1329148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1329153.250000 Penalty: 2950.408203
	Iteration 25Q: 3 clusters Score -1329153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1329158.875000 Penalty: 2950.408203
	Iteration 26Q: 3 clusters Score -1329159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1329165.000000 Penalty: 2950.408203
	Iteration 27Q: 3 clusters Score -1329165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1329166.500000 Penalty: 2950.408203
	Iteration 28Q: 3 clusters Score -1329166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1329169.750000 Penalty: 2950.408203
	Iteration 29Q: 3 clusters Score -1329170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1329171.875000 Penalty: 2950.408203
	Iteration 30Q: 3 clusters Score -1329172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1329176.375000 Penalty: 2950.408203
	Iteration 31Q: 3 clusters Score -1329176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1329178.625000 Penalty: 2950.408203
	Iteration 32Q: 3 clusters Score -1329179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1329181.000000 Penalty: 2950.408203
	Iteration 33Q: 3 clusters Score -1329181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1329183.500000 Penalty: 2950.408203
	Iteration 34Q: 3 clusters Score -1329184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1329186.750000 Penalty: 2950.408203
	Iteration 35Q: 3 clusters Score -1329187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1329188.250000 Penalty: 2950.408203
	Iteration 36Q: 3 clusters Score -1329188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1329190.625000 Penalty: 2950.408203
	Iteration 37Q: 3 clusters Score -1329191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1329192.000000 Penalty: 2950.408203
	Iteration 38Q: 3 clusters Score -1329192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1329192.000000 Penalty: 2950.408203
	Iteration 39F: 3 clusters Score -1329192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -115818.875000 Penalty: 1084.205322
	Iteration 0F: 2 clusters Score -115818.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -114546.328125 Penalty: 2168.410645
	Iteration 0F: 3 clusters Score -114546.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -114742.789062 Penalty: 2168.410645
	Iteration 1F: 3 clusters Score -114742.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114793.007812 Penalty: 2168.410645
	Iteration 2F: 3 clusters Score -114793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -114819.062500 Penalty: 2168.410645
	Iteration 3Q: 3 clusters Score -114819.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -114832.750000 Penalty: 2168.410645
	Iteration 4Q: 3 clusters Score -114832.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114845.695312 Penalty: 2168.410645
	Iteration 5Q: 3 clusters Score -114845.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114853.351562 Penalty: 2168.410645
	Iteration 6Q: 3 clusters Score -114853.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114856.796875 Penalty: 2168.410645
	Iteration 7Q: 3 clusters Score -114856.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -114857.320312 Penalty: 2168.410645
	Iteration 8Q: 3 clusters Score -114857.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -114858.515625 Penalty: 2168.410645
	Iteration 9Q: 3 clusters Score -114858.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -114859.437500 Penalty: 2168.410645
	Iteration 10Q: 3 clusters Score -114859.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114860.546875 Penalty: 2168.410645
	Iteration 11Q: 3 clusters Score -114860.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114860.546875 Penalty: 2168.410645
	Iteration 12F: 3 clusters Score -114860.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -116703.867188 Penalty: 1114.003906
	Iteration 0F: 2 clusters Score -116703.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -115288.132812 Penalty: 2228.007812
	Iteration 0F: 3 clusters Score -115288.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -115600.226562 Penalty: 2228.007812
	Iteration 1F: 3 clusters Score -115600.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -115737.156250 Penalty: 2228.007812
	Iteration 2F: 3 clusters Score -115737.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -115839.031250 Penalty: 2228.007812
	Iteration 3F: 3 clusters Score -115839 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -115935.835938 Penalty: 2228.007812
	Iteration 4F: 3 clusters Score -115935.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -116020.812500 Penalty: 2228.007812
	Iteration 5Q: 3 clusters Score -116020.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -116110.484375 Penalty: 2228.007812
	Iteration 6Q: 3 clusters Score -116110.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -116158.906250 Penalty: 2228.007812
	Iteration 7Q: 3 clusters Score -116158.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -116220.039062 Penalty: 2228.007812
	Iteration 8Q: 3 clusters Score -116220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -116293.375000 Penalty: 2228.007812
	Iteration 9Q: 3 clusters Score -116293.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -116367.890625 Penalty: 2228.007812
	Iteration 10Q: 3 clusters Score -116367.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -116451.375000 Penalty: 2228.007812
	Iteration 11Q: 3 clusters Score -116451.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -116509.179688 Penalty: 2228.007812
	Iteration 12Q: 3 clusters Score -116509.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -116537.414062 Penalty: 2228.007812
	Iteration 13Q: 3 clusters Score -116537.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -116567.078125 Penalty: 2228.007812
	Iteration 14Q: 3 clusters Score -116567.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -116580.054688 Penalty: 2228.007812
	Iteration 15Q: 3 clusters Score -116580.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -116590.093750 Penalty: 2228.007812
	Iteration 16Q: 3 clusters Score -116590.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -116594.343750 Penalty: 2228.007812
	Iteration 17Q: 3 clusters Score -116594.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -116594.343750 Penalty: 2228.007812
	Iteration 18F: 3 clusters Score -116594.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (21430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Entering Unmasked Estep 
Score: -3258270.250000 Penalty: 1620.538940
	Iteration 0F: 2 clusters Score -3258270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3244893.000000 Penalty: 3241.077881
	Iteration 0F: 3 clusters Score -3244893 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -3250241.750000 Penalty: 3241.077881
	Iteration 1F: 3 clusters Score -3250242 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -3250539.000000 Penalty: 3241.077881
	Iteration 2Q: 3 clusters Score -3250539 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -3250831.000000 Penalty: 3241.077881
	Iteration 3Q: 3 clusters Score -3250831 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3251134.500000 Penalty: 3241.077881
	Iteration 4Q: 3 clusters Score -3251134 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -3251446.750000 Penalty: 3241.077881
	Iteration 5Q: 3 clusters Score -3251447 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3251767.250000 Penalty: 3241.077881
	Iteration 6Q: 3 clusters Score -3251767 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -3252100.000000 Penalty: 3241.077881
	Iteration 7Q: 3 clusters Score -3252100 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -3252459.250000 Penalty: 3241.077881
	Iteration 8Q: 3 clusters Score -3252459 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -3252882.000000 Penalty: 3241.077881
	Iteration 9Q: 3 clusters Score -3252882 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -3253354.250000 Penalty: 3241.077881
	Iteration 10Q: 3 clusters Score -3253354 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -3253883.500000 Penalty: 3241.077881
	Iteration 11Q: 3 clusters Score -3253884 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3254425.750000 Penalty: 3241.077881
	Iteration 12Q: 3 clusters Score -3254426 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3254917.000000 Penalty: 3241.077881
	Iteration 13Q: 3 clusters Score -3254917 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3255360.250000 Penalty: 3241.077881
	Iteration 14Q: 3 clusters Score -3255360 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3255710.250000 Penalty: 3241.077881
	Iteration 15Q: 3 clusters Score -3255710 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3255965.500000 Penalty: 3241.077881
	Iteration 16Q: 3 clusters Score -3255966 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3256156.750000 Penalty: 3241.077881
	Iteration 17Q: 3 clusters Score -3256157 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3256301.750000 Penalty: 3241.077881
	Iteration 18Q: 3 clusters Score -3256302 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3256425.750000 Penalty: 3241.077881
	Iteration 19Q: 3 clusters Score -3256426 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3256545.750000 Penalty: 3241.077881
	Iteration 20F: 3 clusters Score -3256546 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3256638.500000 Penalty: 3241.077881
	Iteration 21Q: 3 clusters Score -3256638 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3256718.250000 Penalty: 3241.077881
	Iteration 22Q: 3 clusters Score -3256718 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3256766.500000 Penalty: 3241.077881
	Iteration 23Q: 3 clusters Score -3256766 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3256798.000000 Penalty: 3241.077881
	Iteration 24Q: 3 clusters Score -3256798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3256827.250000 Penalty: 3241.077881
	Iteration 25Q: 3 clusters Score -3256827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3256847.750000 Penalty: 3241.077881
	Iteration 26Q: 3 clusters Score -3256848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3256858.500000 Penalty: 3241.077881
	Iteration 27Q: 3 clusters Score -3256858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3256861.750000 Penalty: 3241.077881
	Iteration 28Q: 3 clusters Score -3256862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3256872.750000 Penalty: 3241.077881
	Iteration 29Q: 3 clusters Score -3256873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3256878.750000 Penalty: 3241.077881
	Iteration 30Q: 3 clusters Score -3256879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3256878.500000 Penalty: 3241.077881
	Iteration 31Q: 3 clusters Score -3256878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3256888.000000 Penalty: 3241.077881
	Iteration 32Q: 3 clusters Score -3256888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3256888.500000 Penalty: 3241.077881
	Iteration 33Q: 3 clusters Score -3256888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3256886.250000 Penalty: 3241.077881
	Iteration 34Q: 3 clusters Score -3256886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3256886.500000 Penalty: 3241.077881
	Iteration 35Q: 3 clusters Score -3256886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3256885.500000 Penalty: 3241.077881
	Iteration 36Q: 3 clusters Score -3256886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3256882.000000 Penalty: 3241.077881
	Iteration 37Q: 3 clusters Score -3256882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3256887.000000 Penalty: 3241.077881
	Iteration 38Q: 3 clusters Score -3256887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3256894.250000 Penalty: 3241.077881
	Iteration 39Q: 3 clusters Score -3256894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3256893.750000 Penalty: 3241.077881
	Iteration 40F: 3 clusters Score -3256894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3256896.750000 Penalty: 3241.077881
	Iteration 41Q: 3 clusters Score -3256897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3256895.250000 Penalty: 3241.077881
	Iteration 42Q: 3 clusters Score -3256895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3256901.000000 Penalty: 3241.077881
	Iteration 43Q: 3 clusters Score -3256901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3256904.750000 Penalty: 3241.077881
	Iteration 44Q: 3 clusters Score -3256905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3256904.000000 Penalty: 3241.077881
	Iteration 45Q: 3 clusters Score -3256904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3256904.000000 Penalty: 3241.077881
	Iteration 46F: 3 clusters Score -3256904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -455526.281250 Penalty: 1318.041992
	Iteration 0F: 2 clusters Score -455526.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -452566.500000 Penalty: 2636.083984
	Iteration 0F: 3 clusters Score -452566.5 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -453411.531250 Penalty: 2636.083984
	Iteration 1F: 3 clusters Score -453411.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -453697.218750 Penalty: 2636.083984
	Iteration 2F: 3 clusters Score -453697.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -453937.187500 Penalty: 2636.083984
	Iteration 3F: 3 clusters Score -453937.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -454125.750000 Penalty: 2636.083984
	Iteration 4F: 3 clusters Score -454125.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -454285.562500 Penalty: 2636.083984
	Iteration 5F: 3 clusters Score -454285.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -454382.062500 Penalty: 2636.083984
	Iteration 6Q: 3 clusters Score -454382.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -454457.687500 Penalty: 2636.083984
	Iteration 7Q: 3 clusters Score -454457.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -454525.406250 Penalty: 2636.083984
	Iteration 8Q: 3 clusters Score -454525.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -454580.093750 Penalty: 2636.083984
	Iteration 9Q: 3 clusters Score -454580.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -454618.000000 Penalty: 2636.083984
	Iteration 10Q: 3 clusters Score -454618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -454639.812500 Penalty: 2636.083984
	Iteration 11Q: 3 clusters Score -454639.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -454658.125000 Penalty: 2636.083984
	Iteration 12Q: 3 clusters Score -454658.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -454673.500000 Penalty: 2636.083984
	Iteration 13Q: 3 clusters Score -454673.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -454694.187500 Penalty: 2636.083984
	Iteration 14Q: 3 clusters Score -454694.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -454708.437500 Penalty: 2636.083984
	Iteration 15Q: 3 clusters Score -454708.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -454722.000000 Penalty: 2636.083984
	Iteration 16Q: 3 clusters Score -454722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -454731.281250 Penalty: 2636.083984
	Iteration 17Q: 3 clusters Score -454731.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -454740.250000 Penalty: 2636.083984
	Iteration 18Q: 3 clusters Score -454740.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -454749.218750 Penalty: 2636.083984
	Iteration 19Q: 3 clusters Score -454749.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -454755.468750 Penalty: 2636.083984
	Iteration 20F: 3 clusters Score -454755.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -454760.812500 Penalty: 2636.083984
	Iteration 21Q: 3 clusters Score -454760.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -454765.312500 Penalty: 2636.083984
	Iteration 22Q: 3 clusters Score -454765.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -454769.187500 Penalty: 2636.083984
	Iteration 23Q: 3 clusters Score -454769.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -454771.750000 Penalty: 2636.083984
	Iteration 24Q: 3 clusters Score -454771.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -454774.687500 Penalty: 2636.083984
	Iteration 25Q: 3 clusters Score -454774.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -454776.437500 Penalty: 2636.083984
	Iteration 26Q: 3 clusters Score -454776.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -454779.375000 Penalty: 2636.083984
	Iteration 27Q: 3 clusters Score -454779.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -454781.687500 Penalty: 2636.083984
	Iteration 28Q: 3 clusters Score -454781.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -454783.531250 Penalty: 2636.083984
	Iteration 29Q: 3 clusters Score -454783.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -454785.750000 Penalty: 2636.083984
	Iteration 30Q: 3 clusters Score -454785.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -454787.312500 Penalty: 2636.083984
	Iteration 31Q: 3 clusters Score -454787.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -454788.875000 Penalty: 2636.083984
	Iteration 32Q: 3 clusters Score -454788.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -454788.250000 Penalty: 2636.083984
	Iteration 33Q: 3 clusters Score -454788.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -454789.500000 Penalty: 2636.083984
	Iteration 34Q: 3 clusters Score -454789.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -454789.906250 Penalty: 2636.083984
	Iteration 35Q: 3 clusters Score -454789.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -454790.000000 Penalty: 2636.083984
	Iteration 36Q: 3 clusters Score -454790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -454791.437500 Penalty: 2636.083984
	Iteration 37Q: 3 clusters Score -454791.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -454793.031250 Penalty: 2636.083984
	Iteration 38Q: 3 clusters Score -454793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -454793.718750 Penalty: 2636.083984
	Iteration 39Q: 3 clusters Score -454793.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -454795.250000 Penalty: 2636.083984
	Iteration 40F: 3 clusters Score -454795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -454796.781250 Penalty: 2636.083984
	Iteration 41Q: 3 clusters Score -454796.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -454798.187500 Penalty: 2636.083984
	Iteration 42Q: 3 clusters Score -454798.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -454802.062500 Penalty: 2636.083984
	Iteration 43Q: 3 clusters Score -454802.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -454804.812500 Penalty: 2636.083984
	Iteration 44Q: 3 clusters Score -454804.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -454807.718750 Penalty: 2636.083984
	Iteration 45Q: 3 clusters Score -454807.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -454810.406250 Penalty: 2636.083984
	Iteration 46Q: 3 clusters Score -454810.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -454812.031250 Penalty: 2636.083984
	Iteration 47Q: 3 clusters Score -454812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -454814.156250 Penalty: 2636.083984
	Iteration 48Q: 3 clusters Score -454814.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -454815.437500 Penalty: 2636.083984
	Iteration 49Q: 3 clusters Score -454815.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -454819.562500 Penalty: 2636.083984
	Iteration 50Q: 3 clusters Score -454819.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -454822.187500 Penalty: 2636.083984
	Iteration 51Q: 3 clusters Score -454822.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -454824.250000 Penalty: 2636.083984
	Iteration 52Q: 3 clusters Score -454824.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -454826.312500 Penalty: 2636.083984
	Iteration 53Q: 3 clusters Score -454826.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -454828.468750 Penalty: 2636.083984
	Iteration 54Q: 3 clusters Score -454828.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -454829.500000 Penalty: 2636.083984
	Iteration 55Q: 3 clusters Score -454829.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -454829.750000 Penalty: 2636.083984
	Iteration 56Q: 3 clusters Score -454829.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -454831.218750 Penalty: 2636.083984
	Iteration 57Q: 3 clusters Score -454831.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -454832.718750 Penalty: 2636.083984
	Iteration 58Q: 3 clusters Score -454832.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -454834.593750 Penalty: 2636.083984
	Iteration 59Q: 3 clusters Score -454834.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -454835.875000 Penalty: 2636.083984
	Iteration 60F: 3 clusters Score -454835.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -454838.875000 Penalty: 2636.083984
	Iteration 61Q: 3 clusters Score -454838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -454840.375000 Penalty: 2636.083984
	Iteration 62Q: 3 clusters Score -454840.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -454845.531250 Penalty: 2636.083984
	Iteration 63Q: 3 clusters Score -454845.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -454847.375000 Penalty: 2636.083984
	Iteration 64Q: 3 clusters Score -454847.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -454851.406250 Penalty: 2636.083984
	Iteration 65Q: 3 clusters Score -454851.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -454854.718750 Penalty: 2636.083984
	Iteration 66Q: 3 clusters Score -454854.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -454856.750000 Penalty: 2636.083984
	Iteration 67Q: 3 clusters Score -454856.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -454858.312500 Penalty: 2636.083984
	Iteration 68Q: 3 clusters Score -454858.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -454859.843750 Penalty: 2636.083984
	Iteration 69Q: 3 clusters Score -454859.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -454860.781250 Penalty: 2636.083984
	Iteration 70Q: 3 clusters Score -454860.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -454861.781250 Penalty: 2636.083984
	Iteration 71Q: 3 clusters Score -454861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -454862.593750 Penalty: 2636.083984
	Iteration 72Q: 3 clusters Score -454862.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -454863.062500 Penalty: 2636.083984
	Iteration 73Q: 3 clusters Score -454863.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -454867.000000 Penalty: 2636.083984
	Iteration 74Q: 3 clusters Score -454867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -454869.031250 Penalty: 2636.083984
	Iteration 75Q: 3 clusters Score -454869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -454873.406250 Penalty: 2636.083984
	Iteration 76Q: 3 clusters Score -454873.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -454880.750000 Penalty: 2636.083984
	Iteration 77Q: 3 clusters Score -454880.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -454883.343750 Penalty: 2636.083984
	Iteration 78Q: 3 clusters Score -454883.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -454886.312500 Penalty: 2636.083984
	Iteration 79Q: 3 clusters Score -454886.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -454889.093750 Penalty: 2636.083984
	Iteration 80F: 3 clusters Score -454889.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -454891.906250 Penalty: 2636.083984
	Iteration 81Q: 3 clusters Score -454891.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -454893.031250 Penalty: 2636.083984
	Iteration 82Q: 3 clusters Score -454893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -454896.562500 Penalty: 2636.083984
	Iteration 83Q: 3 clusters Score -454896.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -454900.593750 Penalty: 2636.083984
	Iteration 84Q: 3 clusters Score -454900.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -454902.968750 Penalty: 2636.083984
	Iteration 85Q: 3 clusters Score -454903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -454904.625000 Penalty: 2636.083984
	Iteration 86Q: 3 clusters Score -454904.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -454906.375000 Penalty: 2636.083984
	Iteration 87Q: 3 clusters Score -454906.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -454906.625000 Penalty: 2636.083984
	Iteration 88Q: 3 clusters Score -454906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -454907.468750 Penalty: 2636.083984
	Iteration 89Q: 3 clusters Score -454907.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -454908.187500 Penalty: 2636.083984
	Iteration 90Q: 3 clusters Score -454908.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -454910.593750 Penalty: 2636.083984
	Iteration 91Q: 3 clusters Score -454910.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -454912.625000 Penalty: 2636.083984
	Iteration 92Q: 3 clusters Score -454912.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -454915.062500 Penalty: 2636.083984
	Iteration 93Q: 3 clusters Score -454915.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -454915.593750 Penalty: 2636.083984
	Iteration 94Q: 3 clusters Score -454915.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -454917.781250 Penalty: 2636.083984
	Iteration 95Q: 3 clusters Score -454917.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -454919.687500 Penalty: 2636.083984
	Iteration 96Q: 3 clusters Score -454919.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -454919.968750 Penalty: 2636.083984
	Iteration 97Q: 3 clusters Score -454920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -454921.687500 Penalty: 2636.083984
	Iteration 98Q: 3 clusters Score -454921.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -454922.250000 Penalty: 2636.083984
	Iteration 99Q: 3 clusters Score -454922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -454924.343750 Penalty: 2636.083984
	Iteration 100F: 3 clusters Score -454924.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -454926.750000 Penalty: 2636.083984
	Iteration 101Q: 3 clusters Score -454926.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -454928.031250 Penalty: 2636.083984
	Iteration 102Q: 3 clusters Score -454928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -454930.812500 Penalty: 2636.083984
	Iteration 103Q: 3 clusters Score -454930.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -454932.312500 Penalty: 2636.083984
	Iteration 104Q: 3 clusters Score -454932.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -454936.062500 Penalty: 2636.083984
	Iteration 105Q: 3 clusters Score -454936.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -454938.250000 Penalty: 2636.083984
	Iteration 106Q: 3 clusters Score -454938.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -454939.281250 Penalty: 2636.083984
	Iteration 107Q: 3 clusters Score -454939.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -454940.812500 Penalty: 2636.083984
	Iteration 108Q: 3 clusters Score -454940.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -454940.968750 Penalty: 2636.083984
	Iteration 109Q: 3 clusters Score -454941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -454941.906250 Penalty: 2636.083984
	Iteration 110Q: 3 clusters Score -454941.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -454942.062500 Penalty: 2636.083984
	Iteration 111Q: 3 clusters Score -454942.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -454943.218750 Penalty: 2636.083984
	Iteration 112Q: 3 clusters Score -454943.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -454943.750000 Penalty: 2636.083984
	Iteration 113Q: 3 clusters Score -454943.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -454945.031250 Penalty: 2636.083984
	Iteration 114Q: 3 clusters Score -454945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -454945.781250 Penalty: 2636.083984
	Iteration 115Q: 3 clusters Score -454945.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -454950.375000 Penalty: 2636.083984
	Iteration 116Q: 3 clusters Score -454950.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -454952.406250 Penalty: 2636.083984
	Iteration 117Q: 3 clusters Score -454952.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -454954.968750 Penalty: 2636.083984
	Iteration 118Q: 3 clusters Score -454955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -454958.656250 Penalty: 2636.083984
	Iteration 119Q: 3 clusters Score -454958.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -454960.375000 Penalty: 2636.083984
	Iteration 120F: 3 clusters Score -454960.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -454961.812500 Penalty: 2636.083984
	Iteration 121Q: 3 clusters Score -454961.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -454962.250000 Penalty: 2636.083984
	Iteration 122Q: 3 clusters Score -454962.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -454963.218750 Penalty: 2636.083984
	Iteration 123Q: 3 clusters Score -454963.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -454963.031250 Penalty: 2636.083984
	Iteration 124Q: 3 clusters Score -454963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -454963.031250 Penalty: 2636.083984
	Iteration 125F: 3 clusters Score -454963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (19692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Entering Unmasked Estep 
Score: -2775576.250000 Penalty: 1606.794800
	Iteration 0F: 2 clusters Score -2775576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2762465.250000 Penalty: 3213.589600
	Iteration 0F: 3 clusters Score -2762465 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2767526.250000 Penalty: 3213.589600
	Iteration 1F: 3 clusters Score -2767526 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2768206.000000 Penalty: 3213.589600
	Iteration 2F: 3 clusters Score -2768206 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2768931.250000 Penalty: 3213.589600
	Iteration 3F: 3 clusters Score -2768931 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2769734.750000 Penalty: 3213.589600
	Iteration 4F: 3 clusters Score -2769735 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2770490.750000 Penalty: 3213.589600
	Iteration 5F: 3 clusters Score -2770491 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2771111.000000 Penalty: 3213.589600
	Iteration 6F: 3 clusters Score -2771111 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2771648.000000 Penalty: 3213.589600
	Iteration 7Q: 3 clusters Score -2771648 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2772113.750000 Penalty: 3213.589600
	Iteration 8Q: 3 clusters Score -2772114 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2772619.750000 Penalty: 3213.589600
	Iteration 9Q: 3 clusters Score -2772620 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2773080.250000 Penalty: 3213.589600
	Iteration 10Q: 3 clusters Score -2773080 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2773487.750000 Penalty: 3213.589600
	Iteration 11Q: 3 clusters Score -2773488 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2773775.500000 Penalty: 3213.589600
	Iteration 12Q: 3 clusters Score -2773776 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2774014.250000 Penalty: 3213.589600
	Iteration 13Q: 3 clusters Score -2774014 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2774199.250000 Penalty: 3213.589600
	Iteration 14Q: 3 clusters Score -2774199 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2774423.250000 Penalty: 3213.589600
	Iteration 15Q: 3 clusters Score -2774423 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2774677.500000 Penalty: 3213.589600
	Iteration 16Q: 3 clusters Score -2774678 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2774901.500000 Penalty: 3213.589600
	Iteration 17Q: 3 clusters Score -2774902 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2775075.500000 Penalty: 3213.589600
	Iteration 18Q: 3 clusters Score -2775076 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2775229.000000 Penalty: 3213.589600
	Iteration 19Q: 3 clusters Score -2775229 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2775329.000000 Penalty: 3213.589600
	Iteration 20F: 3 clusters Score -2775329 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2775383.250000 Penalty: 3213.589600
	Iteration 21Q: 3 clusters Score -2775383 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2775431.250000 Penalty: 3213.589600
	Iteration 22Q: 3 clusters Score -2775431 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2775483.750000 Penalty: 3213.589600
	Iteration 23Q: 3 clusters Score -2775484 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2775539.000000 Penalty: 3213.589600
	Iteration 24Q: 3 clusters Score -2775539 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2775578.500000 Penalty: 3213.589600
	Iteration 25Q: 3 clusters Score -2775578 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2775605.250000 Penalty: 3213.589600
	Iteration 26Q: 3 clusters Score -2775605 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2775628.250000 Penalty: 3213.589600
	Iteration 27Q: 3 clusters Score -2775628 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2775638.250000 Penalty: 3213.589600
	Iteration 28Q: 3 clusters Score -2775638 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2775659.750000 Penalty: 3213.589600
	Iteration 29Q: 3 clusters Score -2775660 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2775679.750000 Penalty: 3213.589600
	Iteration 30Q: 3 clusters Score -2775680 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2775699.500000 Penalty: 3213.589600
	Iteration 31Q: 3 clusters Score -2775700 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2775712.250000 Penalty: 3213.589600
	Iteration 32Q: 3 clusters Score -2775712 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2775718.750000 Penalty: 3213.589600
	Iteration 33Q: 3 clusters Score -2775719 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2775727.000000 Penalty: 3213.589600
	Iteration 34Q: 3 clusters Score -2775727 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2775734.500000 Penalty: 3213.589600
	Iteration 35Q: 3 clusters Score -2775734 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2775740.750000 Penalty: 3213.589600
	Iteration 36Q: 3 clusters Score -2775741 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2775741.500000 Penalty: 3213.589600
	Iteration 37Q: 3 clusters Score -2775742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2775742.000000 Penalty: 3213.589600
	Iteration 38Q: 3 clusters Score -2775742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2775739.750000 Penalty: 3213.589600
	Iteration 39Q: 3 clusters Score -2775740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2775749.000000 Penalty: 3213.589600
	Iteration 40F: 3 clusters Score -2775749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2775748.000000 Penalty: 3213.589600
	Iteration 41Q: 3 clusters Score -2775748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2775749.000000 Penalty: 3213.589600
	Iteration 42Q: 3 clusters Score -2775749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2775752.500000 Penalty: 3213.589600
	Iteration 43Q: 3 clusters Score -2775752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2775751.000000 Penalty: 3213.589600
	Iteration 44Q: 3 clusters Score -2775751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2775756.750000 Penalty: 3213.589600
	Iteration 45Q: 3 clusters Score -2775757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2775756.750000 Penalty: 3213.589600
	Iteration 46Q: 3 clusters Score -2775757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2775761.250000 Penalty: 3213.589600
	Iteration 47Q: 3 clusters Score -2775761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2775760.750000 Penalty: 3213.589600
	Iteration 48Q: 3 clusters Score -2775761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2775756.250000 Penalty: 3213.589600
	Iteration 49Q: 3 clusters Score -2775756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2775760.250000 Penalty: 3213.589600
	Iteration 50Q: 3 clusters Score -2775760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2775761.750000 Penalty: 3213.589600
	Iteration 51Q: 3 clusters Score -2775762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2775764.500000 Penalty: 3213.589600
	Iteration 52Q: 3 clusters Score -2775764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2775763.500000 Penalty: 3213.589600
	Iteration 53Q: 3 clusters Score -2775764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2775760.750000 Penalty: 3213.589600
	Iteration 54Q: 3 clusters Score -2775761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2775761.750000 Penalty: 3213.589600
	Iteration 55Q: 3 clusters Score -2775762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2775759.250000 Penalty: 3213.589600
	Iteration 56Q: 3 clusters Score -2775759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2775759.000000 Penalty: 3213.589600
	Iteration 57Q: 3 clusters Score -2775759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2775758.000000 Penalty: 3213.589600
	Iteration 58Q: 3 clusters Score -2775758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2775756.000000 Penalty: 3213.589600
	Iteration 59Q: 3 clusters Score -2775756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2775758.000000 Penalty: 3213.589600
	Iteration 60F: 3 clusters Score -2775758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2775757.750000 Penalty: 3213.589600
	Iteration 61Q: 3 clusters Score -2775758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2775758.750000 Penalty: 3213.589600
	Iteration 62Q: 3 clusters Score -2775759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2775754.500000 Penalty: 3213.589600
	Iteration 63Q: 3 clusters Score -2775754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2775758.500000 Penalty: 3213.589600
	Iteration 64Q: 3 clusters Score -2775758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2775759.250000 Penalty: 3213.589600
	Iteration 65Q: 3 clusters Score -2775759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2775758.750000 Penalty: 3213.589600
	Iteration 66Q: 3 clusters Score -2775759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2775761.250000 Penalty: 3213.589600
	Iteration 67Q: 3 clusters Score -2775761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2775760.750000 Penalty: 3213.589600
	Iteration 68Q: 3 clusters Score -2775761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2775762.750000 Penalty: 3213.589600
	Iteration 69Q: 3 clusters Score -2775763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2775762.750000 Penalty: 3213.589600
	Iteration 70F: 3 clusters Score -2775763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31423 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8241 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23791 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13328 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6682 members 
Mstep: Class 37 contains 9648 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28985 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14903 members 
Mstep: Class 46 contains 14297 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20837 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13535 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 790 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21430 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 6675 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 15745 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Mstep: Class 86 contains 13017 members 
Entering Unmasked Estep 
Score: -85932216.000000 Penalty: 185964.312500
Splitting cluster 74 changes total score from -85932752.000000 to -85932216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -148670.328125 Penalty: 1147.884399
	Iteration 0F: 2 clusters Score -148670.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -147132.656250 Penalty: 2295.768799
	Iteration 0F: 3 clusters Score -147132.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -147425.187500 Penalty: 2295.768799
	Iteration 1F: 3 clusters Score -147425.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -147517.453125 Penalty: 2295.768799
	Iteration 2F: 3 clusters Score -147517.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -147575.140625 Penalty: 2295.768799
	Iteration 3Q: 3 clusters Score -147575.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -147622.515625 Penalty: 2295.768799
	Iteration 4Q: 3 clusters Score -147622.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -147653.234375 Penalty: 2295.768799
	Iteration 5Q: 3 clusters Score -147653.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -147685.328125 Penalty: 2295.768799
	Iteration 6Q: 3 clusters Score -147685.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -147711.453125 Penalty: 2295.768799
	Iteration 7Q: 3 clusters Score -147711.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -147752.421875 Penalty: 2295.768799
	Iteration 8Q: 3 clusters Score -147752.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -147804.531250 Penalty: 2295.768799
	Iteration 9Q: 3 clusters Score -147804.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -147838.968750 Penalty: 2295.768799
	Iteration 10Q: 3 clusters Score -147839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -147865.484375 Penalty: 2295.768799
	Iteration 11Q: 3 clusters Score -147865.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -147885.718750 Penalty: 2295.768799
	Iteration 12Q: 3 clusters Score -147885.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -147900.656250 Penalty: 2295.768799
	Iteration 13Q: 3 clusters Score -147900.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -147903.906250 Penalty: 2295.768799
	Iteration 14Q: 3 clusters Score -147903.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -147906.062500 Penalty: 2295.768799
	Iteration 15Q: 3 clusters Score -147906.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -147906.937500 Penalty: 2295.768799
	Iteration 16Q: 3 clusters Score -147906.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -147908.328125 Penalty: 2295.768799
	Iteration 17Q: 3 clusters Score -147908.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -147913.406250 Penalty: 2295.768799
	Iteration 18Q: 3 clusters Score -147913.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -147914.343750 Penalty: 2295.768799
	Iteration 19Q: 3 clusters Score -147914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -147916.359375 Penalty: 2295.768799
	Iteration 20F: 3 clusters Score -147916.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -147917.671875 Penalty: 2295.768799
	Iteration 21Q: 3 clusters Score -147917.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -147919.515625 Penalty: 2295.768799
	Iteration 22Q: 3 clusters Score -147919.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -147920.218750 Penalty: 2295.768799
	Iteration 23Q: 3 clusters Score -147920.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -147920.468750 Penalty: 2295.768799
	Iteration 24Q: 3 clusters Score -147920.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -147920.468750 Penalty: 2295.768799
	Iteration 25F: 3 clusters Score -147920.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (16384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Entering Unmasked Estep 
Score: -2514208.750000 Penalty: 1576.909790
	Iteration 0F: 2 clusters Score -2514209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2503494.750000 Penalty: 3153.819580
	Iteration 0F: 3 clusters Score -2503495 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2507342.500000 Penalty: 3153.819580
	Iteration 1F: 3 clusters Score -2507342 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2507635.000000 Penalty: 3153.819580
	Iteration 2F: 3 clusters Score -2507635 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2507875.250000 Penalty: 3153.819580
	Iteration 3Q: 3 clusters Score -2507875 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2508121.250000 Penalty: 3153.819580
	Iteration 4Q: 3 clusters Score -2508121 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2508322.000000 Penalty: 3153.819580
	Iteration 5Q: 3 clusters Score -2508322 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2508508.750000 Penalty: 3153.819580
	Iteration 6Q: 3 clusters Score -2508509 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2508674.000000 Penalty: 3153.819580
	Iteration 7Q: 3 clusters Score -2508674 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2508836.250000 Penalty: 3153.819580
	Iteration 8Q: 3 clusters Score -2508836 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2509053.000000 Penalty: 3153.819580
	Iteration 9Q: 3 clusters Score -2509053 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2509331.500000 Penalty: 3153.819580
	Iteration 10Q: 3 clusters Score -2509332 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2509628.750000 Penalty: 3153.819580
	Iteration 11Q: 3 clusters Score -2509629 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2510022.500000 Penalty: 3153.819580
	Iteration 12Q: 3 clusters Score -2510022 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2510471.000000 Penalty: 3153.819580
	Iteration 13Q: 3 clusters Score -2510471 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2510995.750000 Penalty: 3153.819580
	Iteration 14Q: 3 clusters Score -2510996 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2511486.750000 Penalty: 3153.819580
	Iteration 15Q: 3 clusters Score -2511487 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2511901.750000 Penalty: 3153.819580
	Iteration 16Q: 3 clusters Score -2511902 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2512184.750000 Penalty: 3153.819580
	Iteration 17Q: 3 clusters Score -2512185 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2512404.500000 Penalty: 3153.819580
	Iteration 18Q: 3 clusters Score -2512404 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2512545.250000 Penalty: 3153.819580
	Iteration 19Q: 3 clusters Score -2512545 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2512630.250000 Penalty: 3153.819580
	Iteration 20F: 3 clusters Score -2512630 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2512681.500000 Penalty: 3153.819580
	Iteration 21Q: 3 clusters Score -2512682 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2512736.500000 Penalty: 3153.819580
	Iteration 22Q: 3 clusters Score -2512736 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2512779.500000 Penalty: 3153.819580
	Iteration 23Q: 3 clusters Score -2512780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2512800.000000 Penalty: 3153.819580
	Iteration 24Q: 3 clusters Score -2512800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2512819.000000 Penalty: 3153.819580
	Iteration 25Q: 3 clusters Score -2512819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2512831.250000 Penalty: 3153.819580
	Iteration 26Q: 3 clusters Score -2512831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2512847.000000 Penalty: 3153.819580
	Iteration 27Q: 3 clusters Score -2512847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2512852.000000 Penalty: 3153.819580
	Iteration 28Q: 3 clusters Score -2512852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2512857.500000 Penalty: 3153.819580
	Iteration 29Q: 3 clusters Score -2512858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2512867.000000 Penalty: 3153.819580
	Iteration 30Q: 3 clusters Score -2512867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2512869.250000 Penalty: 3153.819580
	Iteration 31Q: 3 clusters Score -2512869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2512867.500000 Penalty: 3153.819580
	Iteration 32Q: 3 clusters Score -2512868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2512867.500000 Penalty: 3153.819580
	Iteration 33F: 3 clusters Score -2512868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (12016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Entering Unmasked Estep 
Score: -1846618.250000 Penalty: 1526.524048
	Iteration 0F: 2 clusters Score -1846618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1838252.125000 Penalty: 3053.048096
	Iteration 0F: 3 clusters Score -1838252 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1841102.375000 Penalty: 3053.048096
	Iteration 1F: 3 clusters Score -1841102 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1841437.875000 Penalty: 3053.048096
	Iteration 2F: 3 clusters Score -1841438 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1841742.250000 Penalty: 3053.048096
	Iteration 3F: 3 clusters Score -1841742 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1842109.125000 Penalty: 3053.048096
	Iteration 4F: 3 clusters Score -1842109 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1842532.125000 Penalty: 3053.048096
	Iteration 5F: 3 clusters Score -1842532 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1843035.125000 Penalty: 3053.048096
	Iteration 6F: 3 clusters Score -1843035 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1843568.250000 Penalty: 3053.048096
	Iteration 7F: 3 clusters Score -1843568 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1844083.000000 Penalty: 3053.048096
	Iteration 8F: 3 clusters Score -1844083 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1844533.625000 Penalty: 3053.048096
	Iteration 9Q: 3 clusters Score -1844534 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1844847.625000 Penalty: 3053.048096
	Iteration 10Q: 3 clusters Score -1844848 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1845021.000000 Penalty: 3053.048096
	Iteration 11Q: 3 clusters Score -1845021 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1845135.250000 Penalty: 3053.048096
	Iteration 12Q: 3 clusters Score -1845135 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1845201.625000 Penalty: 3053.048096
	Iteration 13Q: 3 clusters Score -1845202 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1845242.250000 Penalty: 3053.048096
	Iteration 14Q: 3 clusters Score -1845242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1845264.250000 Penalty: 3053.048096
	Iteration 15Q: 3 clusters Score -1845264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1845283.875000 Penalty: 3053.048096
	Iteration 16Q: 3 clusters Score -1845284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1845292.375000 Penalty: 3053.048096
	Iteration 17Q: 3 clusters Score -1845292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1845299.125000 Penalty: 3053.048096
	Iteration 18Q: 3 clusters Score -1845299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1845310.625000 Penalty: 3053.048096
	Iteration 19Q: 3 clusters Score -1845311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1845314.125000 Penalty: 3053.048096
	Iteration 20F: 3 clusters Score -1845314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1845318.125000 Penalty: 3053.048096
	Iteration 21Q: 3 clusters Score -1845318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1845321.750000 Penalty: 3053.048096
	Iteration 22Q: 3 clusters Score -1845322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1845321.750000 Penalty: 3053.048096
	Iteration 23F: 3 clusters Score -1845322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (3781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Entering Unmasked Estep 
Score: -548930.250000 Penalty: 1338.633301
	Iteration 0F: 2 clusters Score -548930.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -545722.187500 Penalty: 2677.266602
	Iteration 0F: 3 clusters Score -545722.2 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -546639.312500 Penalty: 2677.266602
	Iteration 1F: 3 clusters Score -546639.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -546839.062500 Penalty: 2677.266602
	Iteration 2F: 3 clusters Score -546839.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -546983.375000 Penalty: 2677.266602
	Iteration 3F: 3 clusters Score -546983.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -547096.812500 Penalty: 2677.266602
	Iteration 4Q: 3 clusters Score -547096.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -547191.250000 Penalty: 2677.266602
	Iteration 5Q: 3 clusters Score -547191.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -547270.312500 Penalty: 2677.266602
	Iteration 6Q: 3 clusters Score -547270.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -547337.375000 Penalty: 2677.266602
	Iteration 7Q: 3 clusters Score -547337.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -547399.375000 Penalty: 2677.266602
	Iteration 8Q: 3 clusters Score -547399.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -547457.500000 Penalty: 2677.266602
	Iteration 9Q: 3 clusters Score -547457.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -547511.875000 Penalty: 2677.266602
	Iteration 10Q: 3 clusters Score -547511.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -547564.687500 Penalty: 2677.266602
	Iteration 11Q: 3 clusters Score -547564.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -547604.937500 Penalty: 2677.266602
	Iteration 12Q: 3 clusters Score -547604.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -547639.625000 Penalty: 2677.266602
	Iteration 13Q: 3 clusters Score -547639.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -547668.375000 Penalty: 2677.266602
	Iteration 14Q: 3 clusters Score -547668.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -547687.875000 Penalty: 2677.266602
	Iteration 15Q: 3 clusters Score -547687.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -547707.375000 Penalty: 2677.266602
	Iteration 16Q: 3 clusters Score -547707.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -547722.625000 Penalty: 2677.266602
	Iteration 17Q: 3 clusters Score -547722.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -547733.562500 Penalty: 2677.266602
	Iteration 18Q: 3 clusters Score -547733.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -547746.312500 Penalty: 2677.266602
	Iteration 19Q: 3 clusters Score -547746.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -547764.500000 Penalty: 2677.266602
	Iteration 20F: 3 clusters Score -547764.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -547777.500000 Penalty: 2677.266602
	Iteration 21Q: 3 clusters Score -547777.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -547791.625000 Penalty: 2677.266602
	Iteration 22Q: 3 clusters Score -547791.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -547808.562500 Penalty: 2677.266602
	Iteration 23Q: 3 clusters Score -547808.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -547824.000000 Penalty: 2677.266602
	Iteration 24Q: 3 clusters Score -547824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -547830.937500 Penalty: 2677.266602
	Iteration 25Q: 3 clusters Score -547830.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -547839.875000 Penalty: 2677.266602
	Iteration 26Q: 3 clusters Score -547839.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -547846.875000 Penalty: 2677.266602
	Iteration 27Q: 3 clusters Score -547846.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -547853.812500 Penalty: 2677.266602
	Iteration 28Q: 3 clusters Score -547853.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -547863.000000 Penalty: 2677.266602
	Iteration 29Q: 3 clusters Score -547863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -547866.937500 Penalty: 2677.266602
	Iteration 30Q: 3 clusters Score -547866.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -547870.625000 Penalty: 2677.266602
	Iteration 31Q: 3 clusters Score -547870.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -547870.812500 Penalty: 2677.266602
	Iteration 32Q: 3 clusters Score -547870.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -547873.812500 Penalty: 2677.266602
	Iteration 33Q: 3 clusters Score -547873.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -547876.750000 Penalty: 2677.266602
	Iteration 34Q: 3 clusters Score -547876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -547879.875000 Penalty: 2677.266602
	Iteration 35Q: 3 clusters Score -547879.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -547882.250000 Penalty: 2677.266602
	Iteration 36Q: 3 clusters Score -547882.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -547885.625000 Penalty: 2677.266602
	Iteration 37Q: 3 clusters Score -547885.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -547885.625000 Penalty: 2677.266602
	Iteration 38F: 3 clusters Score -547885.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Entering Unmasked Estep 
Score: -146943.375000 Penalty: 1122.021973
	Iteration 0F: 2 clusters Score -146943.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -145490.156250 Penalty: 2244.043945
	Iteration 0F: 3 clusters Score -145490.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -145706.203125 Penalty: 2244.043945
	Iteration 1F: 3 clusters Score -145706.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -145786.187500 Penalty: 2244.043945
	Iteration 2F: 3 clusters Score -145786.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -145828.718750 Penalty: 2244.043945
	Iteration 3Q: 3 clusters Score -145828.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -145857.531250 Penalty: 2244.043945
	Iteration 4Q: 3 clusters Score -145857.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -145877.546875 Penalty: 2244.043945
	Iteration 5Q: 3 clusters Score -145877.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -145887.890625 Penalty: 2244.043945
	Iteration 6Q: 3 clusters Score -145887.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -145896.859375 Penalty: 2244.043945
	Iteration 7Q: 3 clusters Score -145896.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -145905.234375 Penalty: 2244.043945
	Iteration 8Q: 3 clusters Score -145905.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -145910.921875 Penalty: 2244.043945
	Iteration 9Q: 3 clusters Score -145910.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -145914.109375 Penalty: 2244.043945
	Iteration 10Q: 3 clusters Score -145914.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -145915.375000 Penalty: 2244.043945
	Iteration 11Q: 3 clusters Score -145915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -145916.156250 Penalty: 2244.043945
	Iteration 12Q: 3 clusters Score -145916.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -145916.625000 Penalty: 2244.043945
	Iteration 13Q: 3 clusters Score -145916.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -145917.234375 Penalty: 2244.043945
	Iteration 14Q: 3 clusters Score -145917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -145917.671875 Penalty: 2244.043945
	Iteration 15Q: 3 clusters Score -145917.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -145918.281250 Penalty: 2244.043945
	Iteration 16Q: 3 clusters Score -145918.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -145918.546875 Penalty: 2244.043945
	Iteration 17Q: 3 clusters Score -145918.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -145918.812500 Penalty: 2244.043945
	Iteration 18Q: 3 clusters Score -145918.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -145918.812500 Penalty: 2244.043945
	Iteration 19F: 3 clusters Score -145918.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (1136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Entering Unmasked Estep 
Score: -138994.062500 Penalty: 1143.231201
	Iteration 0F: 2 clusters Score -138994.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -137465.468750 Penalty: 2286.462402
	Iteration 0F: 3 clusters Score -137465.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -137766.468750 Penalty: 2286.462402
	Iteration 1F: 3 clusters Score -137766.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -137862.875000 Penalty: 2286.462402
	Iteration 2F: 3 clusters Score -137862.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -137914.734375 Penalty: 2286.462402
	Iteration 3Q: 3 clusters Score -137914.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -137955.484375 Penalty: 2286.462402
	Iteration 4Q: 3 clusters Score -137955.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -137972.093750 Penalty: 2286.462402
	Iteration 5Q: 3 clusters Score -137972.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -137984.671875 Penalty: 2286.462402
	Iteration 6Q: 3 clusters Score -137984.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -137994.687500 Penalty: 2286.462402
	Iteration 7Q: 3 clusters Score -137994.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -138007.046875 Penalty: 2286.462402
	Iteration 8Q: 3 clusters Score -138007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -138022.187500 Penalty: 2286.462402
	Iteration 9Q: 3 clusters Score -138022.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -138027.093750 Penalty: 2286.462402
	Iteration 10Q: 3 clusters Score -138027.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -138030.296875 Penalty: 2286.462402
	Iteration 11Q: 3 clusters Score -138030.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -138037.812500 Penalty: 2286.462402
	Iteration 12Q: 3 clusters Score -138037.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -138041.359375 Penalty: 2286.462402
	Iteration 13Q: 3 clusters Score -138041.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -138048.437500 Penalty: 2286.462402
	Iteration 14Q: 3 clusters Score -138048.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -138054.609375 Penalty: 2286.462402
	Iteration 15Q: 3 clusters Score -138054.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -138058.671875 Penalty: 2286.462402
	Iteration 16Q: 3 clusters Score -138058.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -138061.812500 Penalty: 2286.462402
	Iteration 17Q: 3 clusters Score -138061.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -138066.484375 Penalty: 2286.462402
	Iteration 18Q: 3 clusters Score -138066.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -138070.734375 Penalty: 2286.462402
	Iteration 19Q: 3 clusters Score -138070.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -138074.140625 Penalty: 2286.462402
	Iteration 20F: 3 clusters Score -138074.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -138078.640625 Penalty: 2286.462402
	Iteration 21Q: 3 clusters Score -138078.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -138080.453125 Penalty: 2286.462402
	Iteration 22Q: 3 clusters Score -138080.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -138083.062500 Penalty: 2286.462402
	Iteration 23Q: 3 clusters Score -138083.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -138084.750000 Penalty: 2286.462402
	Iteration 24Q: 3 clusters Score -138084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -138091.109375 Penalty: 2286.462402
	Iteration 25Q: 3 clusters Score -138091.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -138094.390625 Penalty: 2286.462402
	Iteration 26Q: 3 clusters Score -138094.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -138097.750000 Penalty: 2286.462402
	Iteration 27Q: 3 clusters Score -138097.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -138099.812500 Penalty: 2286.462402
	Iteration 28Q: 3 clusters Score -138099.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -138101.000000 Penalty: 2286.462402
	Iteration 29Q: 3 clusters Score -138101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -138102.703125 Penalty: 2286.462402
	Iteration 30Q: 3 clusters Score -138102.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -138105.078125 Penalty: 2286.462402
	Iteration 31Q: 3 clusters Score -138105.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -138109.343750 Penalty: 2286.462402
	Iteration 32Q: 3 clusters Score -138109.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -138112.093750 Penalty: 2286.462402
	Iteration 33Q: 3 clusters Score -138112.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -138115.609375 Penalty: 2286.462402
	Iteration 34Q: 3 clusters Score -138115.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -138116.656250 Penalty: 2286.462402
	Iteration 35Q: 3 clusters Score -138116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -138117.250000 Penalty: 2286.462402
	Iteration 36Q: 3 clusters Score -138117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -138117.515625 Penalty: 2286.462402
	Iteration 37Q: 3 clusters Score -138117.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -138119.515625 Penalty: 2286.462402
	Iteration 38Q: 3 clusters Score -138119.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -138124.265625 Penalty: 2286.462402
	Iteration 39Q: 3 clusters Score -138124.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -138130.515625 Penalty: 2286.462402
	Iteration 40F: 3 clusters Score -138130.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -138141.125000 Penalty: 2286.462402
	Iteration 41Q: 3 clusters Score -138141.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -138155.750000 Penalty: 2286.462402
	Iteration 42Q: 3 clusters Score -138155.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -138164.390625 Penalty: 2286.462402
	Iteration 43Q: 3 clusters Score -138164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -138167.984375 Penalty: 2286.462402
	Iteration 44Q: 3 clusters Score -138168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -138173.406250 Penalty: 2286.462402
	Iteration 45Q: 3 clusters Score -138173.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -138180.187500 Penalty: 2286.462402
	Iteration 46Q: 3 clusters Score -138180.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -138189.187500 Penalty: 2286.462402
	Iteration 47Q: 3 clusters Score -138189.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -138195.171875 Penalty: 2286.462402
	Iteration 48Q: 3 clusters Score -138195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -138196.796875 Penalty: 2286.462402
	Iteration 49Q: 3 clusters Score -138196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -138198.171875 Penalty: 2286.462402
	Iteration 50Q: 3 clusters Score -138198.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -138200.281250 Penalty: 2286.462402
	Iteration 51Q: 3 clusters Score -138200.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -138202.625000 Penalty: 2286.462402
	Iteration 52Q: 3 clusters Score -138202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -138206.406250 Penalty: 2286.462402
	Iteration 53Q: 3 clusters Score -138206.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -138208.296875 Penalty: 2286.462402
	Iteration 54Q: 3 clusters Score -138208.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -138210.593750 Penalty: 2286.462402
	Iteration 55Q: 3 clusters Score -138210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -138211.625000 Penalty: 2286.462402
	Iteration 56Q: 3 clusters Score -138211.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -138213.359375 Penalty: 2286.462402
	Iteration 57Q: 3 clusters Score -138213.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -138213.671875 Penalty: 2286.462402
	Iteration 58Q: 3 clusters Score -138213.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -138213.671875 Penalty: 2286.462402
	Iteration 59F: 3 clusters Score -138213.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (4116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Entering Unmasked Estep 
Score: -625782.000000 Penalty: 1352.428589
	Iteration 0F: 2 clusters Score -625782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -622307.750000 Penalty: 2704.857178
	Iteration 0F: 3 clusters Score -622307.8 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -623168.312500 Penalty: 2704.857178
	Iteration 1F: 3 clusters Score -623168.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -623354.250000 Penalty: 2704.857178
	Iteration 2F: 3 clusters Score -623354.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -623474.312500 Penalty: 2704.857178
	Iteration 3F: 3 clusters Score -623474.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -623544.125000 Penalty: 2704.857178
	Iteration 4Q: 3 clusters Score -623544.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -623596.125000 Penalty: 2704.857178
	Iteration 5Q: 3 clusters Score -623596.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -623635.437500 Penalty: 2704.857178
	Iteration 6Q: 3 clusters Score -623635.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -623671.062500 Penalty: 2704.857178
	Iteration 7Q: 3 clusters Score -623671.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -623706.875000 Penalty: 2704.857178
	Iteration 8Q: 3 clusters Score -623706.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -623743.125000 Penalty: 2704.857178
	Iteration 9Q: 3 clusters Score -623743.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -623777.250000 Penalty: 2704.857178
	Iteration 10Q: 3 clusters Score -623777.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -623818.687500 Penalty: 2704.857178
	Iteration 11Q: 3 clusters Score -623818.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -623860.750000 Penalty: 2704.857178
	Iteration 12Q: 3 clusters Score -623860.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -623908.750000 Penalty: 2704.857178
	Iteration 13Q: 3 clusters Score -623908.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -623959.000000 Penalty: 2704.857178
	Iteration 14Q: 3 clusters Score -623959 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -624011.187500 Penalty: 2704.857178
	Iteration 15Q: 3 clusters Score -624011.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -624055.750000 Penalty: 2704.857178
	Iteration 16Q: 3 clusters Score -624055.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -624121.000000 Penalty: 2704.857178
	Iteration 17Q: 3 clusters Score -624121 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -624189.812500 Penalty: 2704.857178
	Iteration 18Q: 3 clusters Score -624189.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -624250.312500 Penalty: 2704.857178
	Iteration 19Q: 3 clusters Score -624250.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -624303.312500 Penalty: 2704.857178
	Iteration 20F: 3 clusters Score -624303.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -624335.250000 Penalty: 2704.857178
	Iteration 21Q: 3 clusters Score -624335.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -624371.625000 Penalty: 2704.857178
	Iteration 22Q: 3 clusters Score -624371.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -624408.937500 Penalty: 2704.857178
	Iteration 23Q: 3 clusters Score -624408.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -624439.125000 Penalty: 2704.857178
	Iteration 24Q: 3 clusters Score -624439.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -624472.937500 Penalty: 2704.857178
	Iteration 25Q: 3 clusters Score -624472.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -624505.687500 Penalty: 2704.857178
	Iteration 26Q: 3 clusters Score -624505.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -624535.687500 Penalty: 2704.857178
	Iteration 27Q: 3 clusters Score -624535.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -624549.937500 Penalty: 2704.857178
	Iteration 28Q: 3 clusters Score -624549.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -624560.812500 Penalty: 2704.857178
	Iteration 29Q: 3 clusters Score -624560.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -624565.750000 Penalty: 2704.857178
	Iteration 30Q: 3 clusters Score -624565.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -624566.437500 Penalty: 2704.857178
	Iteration 31Q: 3 clusters Score -624566.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -624566.437500 Penalty: 2704.857178
	Iteration 32F: 3 clusters Score -624566.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -216106.359375 Penalty: 1203.491699
	Iteration 0F: 2 clusters Score -216106.4 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 843 members 
Entering Unmasked Estep 
Score: -214222.828125 Penalty: 2406.983398
	Iteration 0F: 3 clusters Score -214222.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -214701.265625 Penalty: 2406.983398
	Iteration 1F: 3 clusters Score -214701.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -214926.781250 Penalty: 2406.983398
	Iteration 2F: 3 clusters Score -214926.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -215147.218750 Penalty: 2406.983398
	Iteration 3F: 3 clusters Score -215147.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -215349.468750 Penalty: 2406.983398
	Iteration 4F: 3 clusters Score -215349.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -215543.046875 Penalty: 2406.983398
	Iteration 5F: 3 clusters Score -215543 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -215668.062500 Penalty: 2406.983398
	Iteration 6F: 3 clusters Score -215668.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -215762.078125 Penalty: 2406.983398
	Iteration 7Q: 3 clusters Score -215762.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -215810.046875 Penalty: 2406.983398
	Iteration 8Q: 3 clusters Score -215810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -215838.953125 Penalty: 2406.983398
	Iteration 9Q: 3 clusters Score -215839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -215853.406250 Penalty: 2406.983398
	Iteration 10Q: 3 clusters Score -215853.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -215863.031250 Penalty: 2406.983398
	Iteration 11Q: 3 clusters Score -215863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -215865.406250 Penalty: 2406.983398
	Iteration 12Q: 3 clusters Score -215865.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -215867.125000 Penalty: 2406.983398
	Iteration 13Q: 3 clusters Score -215867.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -215867.125000 Penalty: 2406.983398
	Iteration 14F: 3 clusters Score -215867.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (15745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Entering Unmasked Estep 
Score: -2393208.500000 Penalty: 1570.445190
	Iteration 0F: 2 clusters Score -2393208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2382512.000000 Penalty: 3140.890381
	Iteration 0F: 3 clusters Score -2382512 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2386374.000000 Penalty: 3140.890381
	Iteration 1F: 3 clusters Score -2386374 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2386698.750000 Penalty: 3140.890381
	Iteration 2F: 3 clusters Score -2386699 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2387006.000000 Penalty: 3140.890381
	Iteration 3Q: 3 clusters Score -2387006 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2387327.250000 Penalty: 3140.890381
	Iteration 4Q: 3 clusters Score -2387327 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2387653.000000 Penalty: 3140.890381
	Iteration 5Q: 3 clusters Score -2387653 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2388079.250000 Penalty: 3140.890381
	Iteration 6Q: 3 clusters Score -2388079 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2388565.250000 Penalty: 3140.890381
	Iteration 7Q: 3 clusters Score -2388565 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2388993.250000 Penalty: 3140.890381
	Iteration 8Q: 3 clusters Score -2388993 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2389363.000000 Penalty: 3140.890381
	Iteration 9Q: 3 clusters Score -2389363 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2389679.000000 Penalty: 3140.890381
	Iteration 10Q: 3 clusters Score -2389679 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2389910.250000 Penalty: 3140.890381
	Iteration 11Q: 3 clusters Score -2389910 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2390063.250000 Penalty: 3140.890381
	Iteration 12Q: 3 clusters Score -2390063 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2390175.750000 Penalty: 3140.890381
	Iteration 13Q: 3 clusters Score -2390176 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2390240.000000 Penalty: 3140.890381
	Iteration 14Q: 3 clusters Score -2390240 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2390285.250000 Penalty: 3140.890381
	Iteration 15Q: 3 clusters Score -2390285 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2390307.750000 Penalty: 3140.890381
	Iteration 16Q: 3 clusters Score -2390308 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2390341.000000 Penalty: 3140.890381
	Iteration 17Q: 3 clusters Score -2390341 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2390357.250000 Penalty: 3140.890381
	Iteration 18Q: 3 clusters Score -2390357 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2390381.000000 Penalty: 3140.890381
	Iteration 19Q: 3 clusters Score -2390381 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2390402.500000 Penalty: 3140.890381
	Iteration 20F: 3 clusters Score -2390402 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2390410.500000 Penalty: 3140.890381
	Iteration 21Q: 3 clusters Score -2390410 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2390434.250000 Penalty: 3140.890381
	Iteration 22Q: 3 clusters Score -2390434 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2390436.000000 Penalty: 3140.890381
	Iteration 23Q: 3 clusters Score -2390436 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2390451.000000 Penalty: 3140.890381
	Iteration 24Q: 3 clusters Score -2390451 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2390464.750000 Penalty: 3140.890381
	Iteration 25Q: 3 clusters Score -2390465 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2390478.500000 Penalty: 3140.890381
	Iteration 26Q: 3 clusters Score -2390478 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2390492.750000 Penalty: 3140.890381
	Iteration 27Q: 3 clusters Score -2390493 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2390499.000000 Penalty: 3140.890381
	Iteration 28Q: 3 clusters Score -2390499 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2390505.500000 Penalty: 3140.890381
	Iteration 29Q: 3 clusters Score -2390506 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2390516.250000 Penalty: 3140.890381
	Iteration 30Q: 3 clusters Score -2390516 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2390527.250000 Penalty: 3140.890381
	Iteration 31Q: 3 clusters Score -2390527 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2390538.000000 Penalty: 3140.890381
	Iteration 32Q: 3 clusters Score -2390538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2390546.250000 Penalty: 3140.890381
	Iteration 33Q: 3 clusters Score -2390546 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2390550.750000 Penalty: 3140.890381
	Iteration 34Q: 3 clusters Score -2390551 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2390566.500000 Penalty: 3140.890381
	Iteration 35Q: 3 clusters Score -2390566 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2390598.250000 Penalty: 3140.890381
	Iteration 36Q: 3 clusters Score -2390598 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2390617.250000 Penalty: 3140.890381
	Iteration 37Q: 3 clusters Score -2390617 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2390637.500000 Penalty: 3140.890381
	Iteration 38Q: 3 clusters Score -2390638 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2390643.250000 Penalty: 3140.890381
	Iteration 39Q: 3 clusters Score -2390643 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2390661.750000 Penalty: 3140.890381
	Iteration 40F: 3 clusters Score -2390662 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2390669.000000 Penalty: 3140.890381
	Iteration 41Q: 3 clusters Score -2390669 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2390683.000000 Penalty: 3140.890381
	Iteration 42Q: 3 clusters Score -2390683 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2390691.000000 Penalty: 3140.890381
	Iteration 43Q: 3 clusters Score -2390691 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2390718.750000 Penalty: 3140.890381
	Iteration 44Q: 3 clusters Score -2390719 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2390738.250000 Penalty: 3140.890381
	Iteration 45Q: 3 clusters Score -2390738 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2390750.500000 Penalty: 3140.890381
	Iteration 46Q: 3 clusters Score -2390750 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2390754.750000 Penalty: 3140.890381
	Iteration 47Q: 3 clusters Score -2390755 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2390764.500000 Penalty: 3140.890381
	Iteration 48Q: 3 clusters Score -2390764 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2390790.250000 Penalty: 3140.890381
	Iteration 49Q: 3 clusters Score -2390790 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2390788.000000 Penalty: 3140.890381
	Iteration 50Q: 3 clusters Score -2390788 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2390801.750000 Penalty: 3140.890381
	Iteration 51Q: 3 clusters Score -2390802 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2390812.500000 Penalty: 3140.890381
	Iteration 52Q: 3 clusters Score -2390812 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2390820.500000 Penalty: 3140.890381
	Iteration 53Q: 3 clusters Score -2390820 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2390835.500000 Penalty: 3140.890381
	Iteration 54Q: 3 clusters Score -2390836 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2390844.500000 Penalty: 3140.890381
	Iteration 55Q: 3 clusters Score -2390844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2390860.000000 Penalty: 3140.890381
	Iteration 56Q: 3 clusters Score -2390860 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2390875.500000 Penalty: 3140.890381
	Iteration 57Q: 3 clusters Score -2390876 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2390888.750000 Penalty: 3140.890381
	Iteration 58Q: 3 clusters Score -2390889 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2390911.750000 Penalty: 3140.890381
	Iteration 59Q: 3 clusters Score -2390912 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2390920.000000 Penalty: 3140.890381
	Iteration 60F: 3 clusters Score -2390920 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2390928.750000 Penalty: 3140.890381
	Iteration 61Q: 3 clusters Score -2390929 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2390934.500000 Penalty: 3140.890381
	Iteration 62Q: 3 clusters Score -2390934 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2390945.750000 Penalty: 3140.890381
	Iteration 63Q: 3 clusters Score -2390946 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2390953.000000 Penalty: 3140.890381
	Iteration 64Q: 3 clusters Score -2390953 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2390957.500000 Penalty: 3140.890381
	Iteration 65Q: 3 clusters Score -2390958 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2390969.750000 Penalty: 3140.890381
	Iteration 66Q: 3 clusters Score -2390970 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2390976.750000 Penalty: 3140.890381
	Iteration 67Q: 3 clusters Score -2390977 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2390990.000000 Penalty: 3140.890381
	Iteration 68Q: 3 clusters Score -2390990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2391003.500000 Penalty: 3140.890381
	Iteration 69Q: 3 clusters Score -2391004 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2391011.750000 Penalty: 3140.890381
	Iteration 70Q: 3 clusters Score -2391012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2391021.000000 Penalty: 3140.890381
	Iteration 71Q: 3 clusters Score -2391021 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2391036.000000 Penalty: 3140.890381
	Iteration 72Q: 3 clusters Score -2391036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2391051.000000 Penalty: 3140.890381
	Iteration 73Q: 3 clusters Score -2391051 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2391055.500000 Penalty: 3140.890381
	Iteration 74Q: 3 clusters Score -2391056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2391049.000000 Penalty: 3140.890381
	Iteration 75Q: 3 clusters Score -2391049 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2391053.000000 Penalty: 3140.890381
	Iteration 76Q: 3 clusters Score -2391053 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2391069.750000 Penalty: 3140.890381
	Iteration 77Q: 3 clusters Score -2391070 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2391077.000000 Penalty: 3140.890381
	Iteration 78Q: 3 clusters Score -2391077 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2391085.750000 Penalty: 3140.890381
	Iteration 79Q: 3 clusters Score -2391086 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2391093.000000 Penalty: 3140.890381
	Iteration 80F: 3 clusters Score -2391093 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2391096.000000 Penalty: 3140.890381
	Iteration 81Q: 3 clusters Score -2391096 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2391105.500000 Penalty: 3140.890381
	Iteration 82Q: 3 clusters Score -2391106 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2391107.750000 Penalty: 3140.890381
	Iteration 83Q: 3 clusters Score -2391108 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2391111.000000 Penalty: 3140.890381
	Iteration 84Q: 3 clusters Score -2391111 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2391114.500000 Penalty: 3140.890381
	Iteration 85Q: 3 clusters Score -2391114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2391122.250000 Penalty: 3140.890381
	Iteration 86Q: 3 clusters Score -2391122 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2391125.000000 Penalty: 3140.890381
	Iteration 87Q: 3 clusters Score -2391125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2391128.500000 Penalty: 3140.890381
	Iteration 88Q: 3 clusters Score -2391128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2391134.250000 Penalty: 3140.890381
	Iteration 89Q: 3 clusters Score -2391134 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2391136.750000 Penalty: 3140.890381
	Iteration 90Q: 3 clusters Score -2391137 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2391137.250000 Penalty: 3140.890381
	Iteration 91Q: 3 clusters Score -2391137 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2391148.750000 Penalty: 3140.890381
	Iteration 92Q: 3 clusters Score -2391149 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2391155.500000 Penalty: 3140.890381
	Iteration 93Q: 3 clusters Score -2391156 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2391155.750000 Penalty: 3140.890381
	Iteration 94Q: 3 clusters Score -2391156 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2391165.750000 Penalty: 3140.890381
	Iteration 95Q: 3 clusters Score -2391166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2391177.000000 Penalty: 3140.890381
	Iteration 96Q: 3 clusters Score -2391177 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2391188.000000 Penalty: 3140.890381
	Iteration 97Q: 3 clusters Score -2391188 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2391197.750000 Penalty: 3140.890381
	Iteration 98Q: 3 clusters Score -2391198 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2391213.750000 Penalty: 3140.890381
	Iteration 99Q: 3 clusters Score -2391214 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2391231.250000 Penalty: 3140.890381
	Iteration 100F: 3 clusters Score -2391231 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2391244.000000 Penalty: 3140.890381
	Iteration 101Q: 3 clusters Score -2391244 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2391269.750000 Penalty: 3140.890381
	Iteration 102Q: 3 clusters Score -2391270 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2391286.250000 Penalty: 3140.890381
	Iteration 103Q: 3 clusters Score -2391286 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2391306.250000 Penalty: 3140.890381
	Iteration 104Q: 3 clusters Score -2391306 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2391321.500000 Penalty: 3140.890381
	Iteration 105Q: 3 clusters Score -2391322 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2391352.250000 Penalty: 3140.890381
	Iteration 106Q: 3 clusters Score -2391352 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2391383.750000 Penalty: 3140.890381
	Iteration 107Q: 3 clusters Score -2391384 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2391415.000000 Penalty: 3140.890381
	Iteration 108Q: 3 clusters Score -2391415 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2391465.250000 Penalty: 3140.890381
	Iteration 109Q: 3 clusters Score -2391465 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2391502.750000 Penalty: 3140.890381
	Iteration 110Q: 3 clusters Score -2391503 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2391539.500000 Penalty: 3140.890381
	Iteration 111Q: 3 clusters Score -2391540 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2391582.000000 Penalty: 3140.890381
	Iteration 112Q: 3 clusters Score -2391582 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2391624.500000 Penalty: 3140.890381
	Iteration 113Q: 3 clusters Score -2391624 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2391678.000000 Penalty: 3140.890381
	Iteration 114Q: 3 clusters Score -2391678 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2391716.500000 Penalty: 3140.890381
	Iteration 115Q: 3 clusters Score -2391716 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2391750.000000 Penalty: 3140.890381
	Iteration 116Q: 3 clusters Score -2391750 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2391795.250000 Penalty: 3140.890381
	Iteration 117Q: 3 clusters Score -2391795 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2391828.750000 Penalty: 3140.890381
	Iteration 118Q: 3 clusters Score -2391829 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2391839.750000 Penalty: 3140.890381
	Iteration 119Q: 3 clusters Score -2391840 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2391899.750000 Penalty: 3140.890381
	Iteration 120F: 3 clusters Score -2391900 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2391924.750000 Penalty: 3140.890381
	Iteration 121Q: 3 clusters Score -2391925 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2391935.500000 Penalty: 3140.890381
	Iteration 122Q: 3 clusters Score -2391936 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2391941.500000 Penalty: 3140.890381
	Iteration 123Q: 3 clusters Score -2391942 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2391964.500000 Penalty: 3140.890381
	Iteration 124Q: 3 clusters Score -2391964 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2391983.500000 Penalty: 3140.890381
	Iteration 125Q: 3 clusters Score -2391984 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2391984.250000 Penalty: 3140.890381
	Iteration 126Q: 3 clusters Score -2391984 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2391990.500000 Penalty: 3140.890381
	Iteration 127Q: 3 clusters Score -2391990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2392001.000000 Penalty: 3140.890381
	Iteration 128Q: 3 clusters Score -2392001 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2392008.750000 Penalty: 3140.890381
	Iteration 129Q: 3 clusters Score -2392009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2392019.000000 Penalty: 3140.890381
	Iteration 130Q: 3 clusters Score -2392019 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2392025.750000 Penalty: 3140.890381
	Iteration 131Q: 3 clusters Score -2392026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2392030.000000 Penalty: 3140.890381
	Iteration 132Q: 3 clusters Score -2392030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2392028.750000 Penalty: 3140.890381
	Iteration 133Q: 3 clusters Score -2392029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2392035.750000 Penalty: 3140.890381
	Iteration 134Q: 3 clusters Score -2392036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2392038.750000 Penalty: 3140.890381
	Iteration 135Q: 3 clusters Score -2392039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2392037.500000 Penalty: 3140.890381
	Iteration 136Q: 3 clusters Score -2392038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2392037.000000 Penalty: 3140.890381
	Iteration 137Q: 3 clusters Score -2392037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2392041.250000 Penalty: 3140.890381
	Iteration 138Q: 3 clusters Score -2392041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2392038.500000 Penalty: 3140.890381
	Iteration 139Q: 3 clusters Score -2392038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2392041.500000 Penalty: 3140.890381
	Iteration 140F: 3 clusters Score -2392042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2392043.250000 Penalty: 3140.890381
	Iteration 141Q: 3 clusters Score -2392043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2392045.500000 Penalty: 3140.890381
	Iteration 142Q: 3 clusters Score -2392046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2392048.250000 Penalty: 3140.890381
	Iteration 143Q: 3 clusters Score -2392048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2392046.000000 Penalty: 3140.890381
	Iteration 144Q: 3 clusters Score -2392046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2392046.500000 Penalty: 3140.890381
	Iteration 145Q: 3 clusters Score -2392046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2392048.500000 Penalty: 3140.890381
	Iteration 146Q: 3 clusters Score -2392048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2392048.750000 Penalty: 3140.890381
	Iteration 147Q: 3 clusters Score -2392049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2392050.750000 Penalty: 3140.890381
	Iteration 148Q: 3 clusters Score -2392051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2392051.250000 Penalty: 3140.890381
	Iteration 149Q: 3 clusters Score -2392051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2392052.250000 Penalty: 3140.890381
	Iteration 150Q: 3 clusters Score -2392052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2392054.750000 Penalty: 3140.890381
	Iteration 151Q: 3 clusters Score -2392055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2392050.750000 Penalty: 3140.890381
	Iteration 152Q: 3 clusters Score -2392051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2392052.500000 Penalty: 3140.890381
	Iteration 153Q: 3 clusters Score -2392052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2392054.750000 Penalty: 3140.890381
	Iteration 154Q: 3 clusters Score -2392055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2392054.000000 Penalty: 3140.890381
	Iteration 155Q: 3 clusters Score -2392054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2392051.500000 Penalty: 3140.890381
	Iteration 156Q: 3 clusters Score -2392052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2392051.000000 Penalty: 3140.890381
	Iteration 157Q: 3 clusters Score -2392051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2392054.250000 Penalty: 3140.890381
	Iteration 158Q: 3 clusters Score -2392054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2392054.250000 Penalty: 3140.890381
	Iteration 159F: 3 clusters Score -2392054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (3730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Entering Unmasked Estep 
Score: -566143.625000 Penalty: 1336.426514
	Iteration 0F: 2 clusters Score -566143.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -562952.812500 Penalty: 2672.853027
	Iteration 0F: 3 clusters Score -562952.8 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -563745.312500 Penalty: 2672.853027
	Iteration 1F: 3 clusters Score -563745.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -563901.500000 Penalty: 2672.853027
	Iteration 2F: 3 clusters Score -563901.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -563991.000000 Penalty: 2672.853027
	Iteration 3F: 3 clusters Score -563991 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -564031.937500 Penalty: 2672.853027
	Iteration 4Q: 3 clusters Score -564031.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -564063.812500 Penalty: 2672.853027
	Iteration 5Q: 3 clusters Score -564063.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -564086.750000 Penalty: 2672.853027
	Iteration 6Q: 3 clusters Score -564086.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -564106.937500 Penalty: 2672.853027
	Iteration 7Q: 3 clusters Score -564106.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -564123.687500 Penalty: 2672.853027
	Iteration 8Q: 3 clusters Score -564123.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -564136.062500 Penalty: 2672.853027
	Iteration 9Q: 3 clusters Score -564136.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -564147.625000 Penalty: 2672.853027
	Iteration 10Q: 3 clusters Score -564147.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -564157.250000 Penalty: 2672.853027
	Iteration 11Q: 3 clusters Score -564157.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -564163.625000 Penalty: 2672.853027
	Iteration 12Q: 3 clusters Score -564163.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -564169.000000 Penalty: 2672.853027
	Iteration 13Q: 3 clusters Score -564169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -564173.375000 Penalty: 2672.853027
	Iteration 14Q: 3 clusters Score -564173.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -564179.687500 Penalty: 2672.853027
	Iteration 15Q: 3 clusters Score -564179.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -564184.562500 Penalty: 2672.853027
	Iteration 16Q: 3 clusters Score -564184.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -564190.125000 Penalty: 2672.853027
	Iteration 17Q: 3 clusters Score -564190.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -564197.250000 Penalty: 2672.853027
	Iteration 18Q: 3 clusters Score -564197.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -564204.000000 Penalty: 2672.853027
	Iteration 19Q: 3 clusters Score -564204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -564214.625000 Penalty: 2672.853027
	Iteration 20F: 3 clusters Score -564214.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -564225.062500 Penalty: 2672.853027
	Iteration 21Q: 3 clusters Score -564225.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -564232.562500 Penalty: 2672.853027
	Iteration 22Q: 3 clusters Score -564232.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -564241.687500 Penalty: 2672.853027
	Iteration 23Q: 3 clusters Score -564241.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -564250.812500 Penalty: 2672.853027
	Iteration 24Q: 3 clusters Score -564250.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -564259.687500 Penalty: 2672.853027
	Iteration 25Q: 3 clusters Score -564259.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -564271.187500 Penalty: 2672.853027
	Iteration 26Q: 3 clusters Score -564271.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -564282.125000 Penalty: 2672.853027
	Iteration 27Q: 3 clusters Score -564282.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -564294.625000 Penalty: 2672.853027
	Iteration 28Q: 3 clusters Score -564294.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -564310.812500 Penalty: 2672.853027
	Iteration 29Q: 3 clusters Score -564310.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -564328.125000 Penalty: 2672.853027
	Iteration 30Q: 3 clusters Score -564328.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -564336.812500 Penalty: 2672.853027
	Iteration 31Q: 3 clusters Score -564336.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -564348.437500 Penalty: 2672.853027
	Iteration 32Q: 3 clusters Score -564348.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -564359.875000 Penalty: 2672.853027
	Iteration 33Q: 3 clusters Score -564359.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -564371.875000 Penalty: 2672.853027
	Iteration 34Q: 3 clusters Score -564371.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -564387.437500 Penalty: 2672.853027
	Iteration 35Q: 3 clusters Score -564387.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -564405.375000 Penalty: 2672.853027
	Iteration 36Q: 3 clusters Score -564405.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -564425.375000 Penalty: 2672.853027
	Iteration 37Q: 3 clusters Score -564425.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -564446.687500 Penalty: 2672.853027
	Iteration 38Q: 3 clusters Score -564446.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -564470.375000 Penalty: 2672.853027
	Iteration 39Q: 3 clusters Score -564470.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -564497.500000 Penalty: 2672.853027
	Iteration 40F: 3 clusters Score -564497.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -564523.187500 Penalty: 2672.853027
	Iteration 41Q: 3 clusters Score -564523.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -564552.125000 Penalty: 2672.853027
	Iteration 42Q: 3 clusters Score -564552.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -564587.125000 Penalty: 2672.853027
	Iteration 43Q: 3 clusters Score -564587.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -564617.625000 Penalty: 2672.853027
	Iteration 44Q: 3 clusters Score -564617.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -564651.437500 Penalty: 2672.853027
	Iteration 45Q: 3 clusters Score -564651.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -564683.125000 Penalty: 2672.853027
	Iteration 46Q: 3 clusters Score -564683.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -564721.937500 Penalty: 2672.853027
	Iteration 47Q: 3 clusters Score -564721.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -564759.500000 Penalty: 2672.853027
	Iteration 48Q: 3 clusters Score -564759.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -564789.937500 Penalty: 2672.853027
	Iteration 49Q: 3 clusters Score -564789.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -564811.750000 Penalty: 2672.853027
	Iteration 50Q: 3 clusters Score -564811.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -564825.937500 Penalty: 2672.853027
	Iteration 51Q: 3 clusters Score -564825.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -564836.125000 Penalty: 2672.853027
	Iteration 52Q: 3 clusters Score -564836.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -564849.125000 Penalty: 2672.853027
	Iteration 53Q: 3 clusters Score -564849.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -564860.875000 Penalty: 2672.853027
	Iteration 54Q: 3 clusters Score -564860.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -564874.562500 Penalty: 2672.853027
	Iteration 55Q: 3 clusters Score -564874.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -564881.687500 Penalty: 2672.853027
	Iteration 56Q: 3 clusters Score -564881.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -564893.375000 Penalty: 2672.853027
	Iteration 57Q: 3 clusters Score -564893.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -564910.125000 Penalty: 2672.853027
	Iteration 58Q: 3 clusters Score -564910.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -564916.062500 Penalty: 2672.853027
	Iteration 59Q: 3 clusters Score -564916.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -564923.437500 Penalty: 2672.853027
	Iteration 60F: 3 clusters Score -564923.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -564928.937500 Penalty: 2672.853027
	Iteration 61Q: 3 clusters Score -564928.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -564933.875000 Penalty: 2672.853027
	Iteration 62Q: 3 clusters Score -564933.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -564936.062500 Penalty: 2672.853027
	Iteration 63Q: 3 clusters Score -564936.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -564938.750000 Penalty: 2672.853027
	Iteration 64Q: 3 clusters Score -564938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -564939.812500 Penalty: 2672.853027
	Iteration 65Q: 3 clusters Score -564939.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -564940.937500 Penalty: 2672.853027
	Iteration 66Q: 3 clusters Score -564940.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -564943.312500 Penalty: 2672.853027
	Iteration 67Q: 3 clusters Score -564943.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -564944.812500 Penalty: 2672.853027
	Iteration 68Q: 3 clusters Score -564944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -564945.125000 Penalty: 2672.853027
	Iteration 69Q: 3 clusters Score -564945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -564946.125000 Penalty: 2672.853027
	Iteration 70Q: 3 clusters Score -564946.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -564946.812500 Penalty: 2672.853027
	Iteration 71Q: 3 clusters Score -564946.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -564946.812500 Penalty: 2672.853027
	Iteration 72F: 3 clusters Score -564946.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (19136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Entering Unmasked Estep 
Score: -2928771.000000 Penalty: 1602.140503
	Iteration 0F: 2 clusters Score -2928771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2916799.000000 Penalty: 3204.281006
	Iteration 0F: 3 clusters Score -2916799 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2921518.000000 Penalty: 3204.281006
	Iteration 1F: 3 clusters Score -2921518 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2921880.750000 Penalty: 3204.281006
	Iteration 2F: 3 clusters Score -2921881 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2922143.500000 Penalty: 3204.281006
	Iteration 3Q: 3 clusters Score -2922144 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2922418.250000 Penalty: 3204.281006
	Iteration 4Q: 3 clusters Score -2922418 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2922636.000000 Penalty: 3204.281006
	Iteration 5Q: 3 clusters Score -2922636 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2922811.500000 Penalty: 3204.281006
	Iteration 6Q: 3 clusters Score -2922812 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2922958.250000 Penalty: 3204.281006
	Iteration 7Q: 3 clusters Score -2922958 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2923056.750000 Penalty: 3204.281006
	Iteration 8Q: 3 clusters Score -2923057 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2923157.000000 Penalty: 3204.281006
	Iteration 9Q: 3 clusters Score -2923157 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2923260.000000 Penalty: 3204.281006
	Iteration 10Q: 3 clusters Score -2923260 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2923353.750000 Penalty: 3204.281006
	Iteration 11Q: 3 clusters Score -2923354 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2923443.000000 Penalty: 3204.281006
	Iteration 12Q: 3 clusters Score -2923443 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2923562.500000 Penalty: 3204.281006
	Iteration 13Q: 3 clusters Score -2923562 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2923740.500000 Penalty: 3204.281006
	Iteration 14Q: 3 clusters Score -2923740 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2924009.750000 Penalty: 3204.281006
	Iteration 15Q: 3 clusters Score -2924010 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2924309.750000 Penalty: 3204.281006
	Iteration 16Q: 3 clusters Score -2924310 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2924610.750000 Penalty: 3204.281006
	Iteration 17Q: 3 clusters Score -2924611 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2924822.250000 Penalty: 3204.281006
	Iteration 18Q: 3 clusters Score -2924822 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2924946.250000 Penalty: 3204.281006
	Iteration 19Q: 3 clusters Score -2924946 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2925010.750000 Penalty: 3204.281006
	Iteration 20F: 3 clusters Score -2925011 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2925062.000000 Penalty: 3204.281006
	Iteration 21Q: 3 clusters Score -2925062 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2925103.000000 Penalty: 3204.281006
	Iteration 22Q: 3 clusters Score -2925103 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2925135.500000 Penalty: 3204.281006
	Iteration 23Q: 3 clusters Score -2925136 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2925157.000000 Penalty: 3204.281006
	Iteration 24Q: 3 clusters Score -2925157 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2925181.000000 Penalty: 3204.281006
	Iteration 25Q: 3 clusters Score -2925181 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2925194.750000 Penalty: 3204.281006
	Iteration 26Q: 3 clusters Score -2925195 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2925215.000000 Penalty: 3204.281006
	Iteration 27Q: 3 clusters Score -2925215 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2925227.000000 Penalty: 3204.281006
	Iteration 28Q: 3 clusters Score -2925227 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2925247.250000 Penalty: 3204.281006
	Iteration 29Q: 3 clusters Score -2925247 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2925261.000000 Penalty: 3204.281006
	Iteration 30Q: 3 clusters Score -2925261 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2925282.750000 Penalty: 3204.281006
	Iteration 31Q: 3 clusters Score -2925283 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2925282.750000 Penalty: 3204.281006
	Iteration 32Q: 3 clusters Score -2925283 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2925304.750000 Penalty: 3204.281006
	Iteration 33Q: 3 clusters Score -2925305 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2925303.000000 Penalty: 3204.281006
	Iteration 34Q: 3 clusters Score -2925303 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2925310.500000 Penalty: 3204.281006
	Iteration 35Q: 3 clusters Score -2925310 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2925321.000000 Penalty: 3204.281006
	Iteration 36Q: 3 clusters Score -2925321 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2925344.500000 Penalty: 3204.281006
	Iteration 37Q: 3 clusters Score -2925344 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2925368.000000 Penalty: 3204.281006
	Iteration 38Q: 3 clusters Score -2925368 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2925405.500000 Penalty: 3204.281006
	Iteration 39Q: 3 clusters Score -2925406 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2925434.750000 Penalty: 3204.281006
	Iteration 40F: 3 clusters Score -2925435 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2925447.250000 Penalty: 3204.281006
	Iteration 41Q: 3 clusters Score -2925447 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2925472.500000 Penalty: 3204.281006
	Iteration 42Q: 3 clusters Score -2925472 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2925497.250000 Penalty: 3204.281006
	Iteration 43Q: 3 clusters Score -2925497 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2925524.750000 Penalty: 3204.281006
	Iteration 44Q: 3 clusters Score -2925525 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2925558.500000 Penalty: 3204.281006
	Iteration 45Q: 3 clusters Score -2925558 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2925619.750000 Penalty: 3204.281006
	Iteration 46Q: 3 clusters Score -2925620 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2925672.750000 Penalty: 3204.281006
	Iteration 47Q: 3 clusters Score -2925673 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2925751.000000 Penalty: 3204.281006
	Iteration 48Q: 3 clusters Score -2925751 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2925852.500000 Penalty: 3204.281006
	Iteration 49Q: 3 clusters Score -2925852 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2925955.500000 Penalty: 3204.281006
	Iteration 50Q: 3 clusters Score -2925956 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2926050.500000 Penalty: 3204.281006
	Iteration 51Q: 3 clusters Score -2926050 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2926176.250000 Penalty: 3204.281006
	Iteration 52Q: 3 clusters Score -2926176 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2926276.500000 Penalty: 3204.281006
	Iteration 53Q: 3 clusters Score -2926276 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2926419.250000 Penalty: 3204.281006
	Iteration 54Q: 3 clusters Score -2926419 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2926570.000000 Penalty: 3204.281006
	Iteration 55Q: 3 clusters Score -2926570 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2926686.750000 Penalty: 3204.281006
	Iteration 56Q: 3 clusters Score -2926687 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2926829.750000 Penalty: 3204.281006
	Iteration 57Q: 3 clusters Score -2926830 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2926967.750000 Penalty: 3204.281006
	Iteration 58Q: 3 clusters Score -2926968 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2927042.500000 Penalty: 3204.281006
	Iteration 59Q: 3 clusters Score -2927042 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2927159.500000 Penalty: 3204.281006
	Iteration 60F: 3 clusters Score -2927160 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2927266.250000 Penalty: 3204.281006
	Iteration 61Q: 3 clusters Score -2927266 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2927351.000000 Penalty: 3204.281006
	Iteration 62Q: 3 clusters Score -2927351 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2927391.250000 Penalty: 3204.281006
	Iteration 63Q: 3 clusters Score -2927391 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2927424.750000 Penalty: 3204.281006
	Iteration 64Q: 3 clusters Score -2927425 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2927445.000000 Penalty: 3204.281006
	Iteration 65Q: 3 clusters Score -2927445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2927465.750000 Penalty: 3204.281006
	Iteration 66Q: 3 clusters Score -2927466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2927463.500000 Penalty: 3204.281006
	Iteration 67Q: 3 clusters Score -2927464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2927468.750000 Penalty: 3204.281006
	Iteration 68Q: 3 clusters Score -2927469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2927465.250000 Penalty: 3204.281006
	Iteration 69Q: 3 clusters Score -2927465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2927472.000000 Penalty: 3204.281006
	Iteration 70Q: 3 clusters Score -2927472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2927472.000000 Penalty: 3204.281006
	Iteration 71Q: 3 clusters Score -2927472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2927477.750000 Penalty: 3204.281006
	Iteration 72Q: 3 clusters Score -2927478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2927485.250000 Penalty: 3204.281006
	Iteration 73Q: 3 clusters Score -2927485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2927493.750000 Penalty: 3204.281006
	Iteration 74Q: 3 clusters Score -2927494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2927495.250000 Penalty: 3204.281006
	Iteration 75Q: 3 clusters Score -2927495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2927497.500000 Penalty: 3204.281006
	Iteration 76Q: 3 clusters Score -2927498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2927497.000000 Penalty: 3204.281006
	Iteration 77Q: 3 clusters Score -2927497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2927500.500000 Penalty: 3204.281006
	Iteration 78Q: 3 clusters Score -2927500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2927503.250000 Penalty: 3204.281006
	Iteration 79Q: 3 clusters Score -2927503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2927506.750000 Penalty: 3204.281006
	Iteration 80F: 3 clusters Score -2927507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2927504.750000 Penalty: 3204.281006
	Iteration 81Q: 3 clusters Score -2927505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2927507.750000 Penalty: 3204.281006
	Iteration 82Q: 3 clusters Score -2927508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2927512.750000 Penalty: 3204.281006
	Iteration 83Q: 3 clusters Score -2927513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2927511.750000 Penalty: 3204.281006
	Iteration 84Q: 3 clusters Score -2927512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2927511.750000 Penalty: 3204.281006
	Iteration 85F: 3 clusters Score -2927512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31423 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8241 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23791 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13328 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6682 members 
Mstep: Class 37 contains 9648 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28985 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14903 members 
Mstep: Class 46 contains 14297 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20837 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14016 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13535 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 790 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21430 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19692 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 15745 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932792.000000 Penalty: 183801.937500
Iteration 279Q: 86 clusters Score -8.593279e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31423 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8240 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23716 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13326 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6681 members 
Mstep: Class 37 contains 9647 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28986 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4992 members 
Mstep: Class 45 contains 14907 members 
Mstep: Class 46 contains 14297 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20829 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14015 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13527 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 790 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21416 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 15851 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932776.000000 Penalty: 183801.937500
Iteration 280F: 86 clusters Score -8.593278e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10460 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31423 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8239 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23627 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13325 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6680 members 
Mstep: Class 37 contains 9647 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28987 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4993 members 
Mstep: Class 45 contains 14905 members 
Mstep: Class 46 contains 14297 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20825 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14015 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13523 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 790 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21400 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 15964 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932696.000000 Penalty: 183801.937500
Iteration 281Q: 86 clusters Score -8.59327e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10460 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31423 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8238 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23542 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13326 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6680 members 
Mstep: Class 37 contains 9646 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28987 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4993 members 
Mstep: Class 45 contains 14902 members 
Mstep: Class 46 contains 14297 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20819 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14015 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13517 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 790 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21386 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 16081 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932712.000000 Penalty: 183801.937500
Iteration 282Q: 86 clusters Score -8.593271e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10460 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31422 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8236 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23457 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13329 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6681 members 
Mstep: Class 37 contains 9646 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28989 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14908 members 
Mstep: Class 46 contains 14297 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20824 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14014 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13511 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 790 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21364 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19692 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 16187 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932792.000000 Penalty: 183801.937500
Iteration 283Q: 86 clusters Score -8.593279e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10460 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31420 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8236 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23369 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4948 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13330 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6681 members 
Mstep: Class 37 contains 9643 members 
Mstep: Class 38 contains 20398 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28992 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14916 members 
Mstep: Class 46 contains 14297 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20828 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14013 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13504 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 792 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21342 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19692 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 16296 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932888.000000 Penalty: 183801.937500
Iteration 284Q: 86 clusters Score -8.593289e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31420 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8235 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23304 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4950 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9429 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13330 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6679 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 20398 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28996 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14925 members 
Mstep: Class 46 contains 14297 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20833 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13272 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14010 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13498 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 792 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21333 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 16370 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932968.000000 Penalty: 183801.937500
Iteration 285Q: 86 clusters Score -8.593297e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31420 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8234 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23217 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4950 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13328 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6679 members 
Mstep: Class 37 contains 9644 members 
Mstep: Class 38 contains 20398 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28996 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14938 members 
Mstep: Class 46 contains 14297 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20839 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13272 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14010 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13494 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 792 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21317 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 16467 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932840.000000 Penalty: 183801.937500
Iteration 286Q: 86 clusters Score -8.593284e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10458 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31420 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8236 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23125 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4950 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13325 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6679 members 
Mstep: Class 37 contains 9645 members 
Mstep: Class 38 contains 20398 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28996 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14943 members 
Mstep: Class 46 contains 14297 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20830 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13272 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14010 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13486 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 792 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21292 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19693 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 16605 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932944.000000 Penalty: 183801.937500
Iteration 287Q: 86 clusters Score -8.593294e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10458 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31419 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8230 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23022 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4950 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9426 members 
Mstep: Class 29 contains 14704 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13323 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6679 members 
Mstep: Class 37 contains 9643 members 
Mstep: Class 38 contains 20398 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28997 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14953 members 
Mstep: Class 46 contains 14297 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20824 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13272 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14010 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13481 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 791 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21271 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19694 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 16746 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932960.000000 Penalty: 183801.937500
Iteration 288Q: 86 clusters Score -8.593296e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10458 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31419 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8226 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 22932 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4950 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9426 members 
Mstep: Class 29 contains 14703 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13321 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 20398 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28997 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14946 members 
Mstep: Class 46 contains 14296 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20820 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13272 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14010 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13475 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 791 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21246 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19694 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16384 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 16887 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933040.000000 Penalty: 183801.937500
Iteration 289Q: 86 clusters Score -8.593304e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10457 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31419 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8220 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 22824 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4950 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9426 members 
Mstep: Class 29 contains 14702 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13319 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6677 members 
Mstep: Class 37 contains 9640 members 
Mstep: Class 38 contains 20398 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28997 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14948 members 
Mstep: Class 46 contains 14296 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20820 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13272 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14010 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13472 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 791 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21219 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 17035 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933104.000000 Penalty: 183801.937500
Iteration 290Q: 86 clusters Score -8.59331e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31419 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8218 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 22711 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4950 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9426 members 
Mstep: Class 29 contains 14702 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13315 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6677 members 
Mstep: Class 37 contains 9640 members 
Mstep: Class 38 contains 20398 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28997 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14952 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20821 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13272 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14010 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13468 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 791 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21195 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 17173 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933200.000000 Penalty: 183801.937500
Iteration 291Q: 86 clusters Score -8.59332e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31419 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8217 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 22587 members 
Mstep: Class 18 contains 1392 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4950 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9426 members 
Mstep: Class 29 contains 14702 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13312 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 9643 members 
Mstep: Class 38 contains 20398 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28997 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 14963 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20815 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13272 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14010 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13464 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 791 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21168 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 17325 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933208.000000 Penalty: 183801.937500
Iteration 292Q: 86 clusters Score -8.593321e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31419 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8213 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 22476 members 
Mstep: Class 18 contains 1391 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4951 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9425 members 
Mstep: Class 29 contains 14702 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13313 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 20398 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28997 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4989 members 
Mstep: Class 45 contains 14975 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20817 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13272 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14010 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13460 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 791 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21128 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 997 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 17477 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933248.000000 Penalty: 183801.937500
Iteration 293Q: 86 clusters Score -8.593325e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31419 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8207 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 22356 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4951 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9423 members 
Mstep: Class 29 contains 14702 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13312 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 9642 members 
Mstep: Class 38 contains 20398 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28997 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4988 members 
Mstep: Class 45 contains 14980 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3698 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20833 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13272 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14010 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13448 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 791 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21086 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19695 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 17644 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933328.000000 Penalty: 183801.937500
Iteration 294Q: 86 clusters Score -8.593333e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31419 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8204 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 22248 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4951 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9423 members 
Mstep: Class 29 contains 14702 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13311 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6670 members 
Mstep: Class 37 contains 9639 members 
Mstep: Class 38 contains 20398 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28997 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4987 members 
Mstep: Class 45 contains 14982 members 
Mstep: Class 46 contains 14293 members 
Mstep: Class 47 contains 3698 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20829 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13272 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14010 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13441 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 790 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 21038 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19698 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 17821 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933504.000000 Penalty: 183801.937500
Iteration 295Q: 86 clusters Score -8.59335e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10460 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31419 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8202 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 22132 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4951 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10942 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9421 members 
Mstep: Class 29 contains 14701 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13311 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6668 members 
Mstep: Class 37 contains 9638 members 
Mstep: Class 38 contains 20398 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28997 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4984 members 
Mstep: Class 45 contains 14972 members 
Mstep: Class 46 contains 14293 members 
Mstep: Class 47 contains 3698 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20831 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13272 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14011 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13432 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 790 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20993 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19700 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 18004 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933528.000000 Penalty: 183801.937500
Iteration 296Q: 86 clusters Score -8.593353e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10460 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31420 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8195 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 22011 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4951 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3852 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10942 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9422 members 
Mstep: Class 29 contains 14701 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13306 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6665 members 
Mstep: Class 37 contains 9640 members 
Mstep: Class 38 contains 20398 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28996 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4985 members 
Mstep: Class 45 contains 14967 members 
Mstep: Class 46 contains 14292 members 
Mstep: Class 47 contains 3698 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20839 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13272 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14012 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13422 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 790 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20935 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19700 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 18203 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933528.000000 Penalty: 183801.937500
Iteration 297Q: 86 clusters Score -8.593353e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31422 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8184 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 21872 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4951 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3852 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10943 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9425 members 
Mstep: Class 29 contains 14701 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13301 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6664 members 
Mstep: Class 37 contains 9640 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28994 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4988 members 
Mstep: Class 45 contains 14976 members 
Mstep: Class 46 contains 14291 members 
Mstep: Class 47 contains 3697 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20829 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13272 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14012 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13410 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 791 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20882 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19700 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 18423 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933544.000000 Penalty: 183801.937500
Iteration 298Q: 86 clusters Score -8.593354e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31424 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8178 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 21747 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4951 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3852 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10944 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9423 members 
Mstep: Class 29 contains 14701 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13295 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6661 members 
Mstep: Class 37 contains 9640 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28992 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4988 members 
Mstep: Class 45 contains 14991 members 
Mstep: Class 46 contains 14291 members 
Mstep: Class 47 contains 3698 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20802 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13272 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14011 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13403 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 791 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20822 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19699 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 18646 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933688.000000 Penalty: 183801.937500
Iteration 299Q: 86 clusters Score -8.593369e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31428 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 8175 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 21610 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4951 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3852 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10944 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9423 members 
Mstep: Class 29 contains 14701 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13290 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 9641 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28987 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4989 members 
Mstep: Class 45 contains 14999 members 
Mstep: Class 46 contains 14291 members 
Mstep: Class 47 contains 3698 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20770 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13272 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14012 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13390 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 791 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20759 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19696 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 18898 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933864.000000 Penalty: 183801.937500
Iteration 300F: 86 clusters Score -8.593386e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10460 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31430 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 8172 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1047 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 21445 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4951 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3852 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10945 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9423 members 
Mstep: Class 29 contains 14701 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13283 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6660 members 
Mstep: Class 37 contains 9640 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28982 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4989 members 
Mstep: Class 45 contains 14984 members 
Mstep: Class 46 contains 14291 members 
Mstep: Class 47 contains 3698 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20710 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13272 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14017 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13366 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 790 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20691 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19696 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 19241 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934096.000000 Penalty: 183801.937500
Iteration 301Q: 86 clusters Score -8.59341e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10460 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6077 members 
Mstep: Class 12 contains 8161 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 21234 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4951 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3852 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10945 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9423 members 
Mstep: Class 29 contains 14701 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 13276 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 9641 members 
Mstep: Class 38 contains 20400 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28980 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4988 members 
Mstep: Class 45 contains 14967 members 
Mstep: Class 46 contains 14291 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20585 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14019 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13348 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20611 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19696 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 19715 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934480.000000 Penalty: 183801.937500
Iteration 302Q: 86 clusters Score -8.593448e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6075 members 
Mstep: Class 12 contains 8147 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 20954 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4951 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3852 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10946 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9423 members 
Mstep: Class 29 contains 14701 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2804 members 
Mstep: Class 33 contains 13271 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6661 members 
Mstep: Class 37 contains 9641 members 
Mstep: Class 38 contains 20399 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28980 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4990 members 
Mstep: Class 45 contains 14940 members 
Mstep: Class 46 contains 14292 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20398 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13271 members 
Mstep: Class 56 contains 11834 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14019 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1728 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13332 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8762 members 
Mstep: Class 70 contains 789 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20505 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19696 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 20351 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934800.000000 Penalty: 183801.937500
Iteration 303Q: 86 clusters Score -8.59348e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10457 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6074 members 
Mstep: Class 12 contains 8134 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 20584 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4952 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3852 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10946 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9423 members 
Mstep: Class 29 contains 14701 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 2804 members 
Mstep: Class 33 contains 13265 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6661 members 
Mstep: Class 37 contains 9640 members 
Mstep: Class 38 contains 20397 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28980 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4996 members 
Mstep: Class 45 contains 14907 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3698 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 20151 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11833 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14020 members 
Mstep: Class 59 contains 1667 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1729 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13311 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 790 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20385 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19697 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 21164 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934928.000000 Penalty: 183801.937500
Iteration 304Q: 86 clusters Score -8.593493e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10457 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31432 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6072 members 
Mstep: Class 12 contains 8110 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 19989 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4952 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3852 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10946 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9421 members 
Mstep: Class 29 contains 14701 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2805 members 
Mstep: Class 33 contains 13269 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6660 members 
Mstep: Class 37 contains 9638 members 
Mstep: Class 38 contains 20397 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28976 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 5001 members 
Mstep: Class 45 contains 14881 members 
Mstep: Class 46 contains 14295 members 
Mstep: Class 47 contains 3698 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 19813 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11833 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14022 members 
Mstep: Class 59 contains 1667 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1730 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13284 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20252 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19697 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22315 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934936.000000 Penalty: 183801.937500
Iteration 305Q: 86 clusters Score -8.593494e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10458 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31433 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6070 members 
Mstep: Class 12 contains 8090 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 19219 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4952 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3852 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 10946 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9418 members 
Mstep: Class 29 contains 14701 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 2808 members 
Mstep: Class 33 contains 13272 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6660 members 
Mstep: Class 37 contains 9636 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28973 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 5002 members 
Mstep: Class 45 contains 14850 members 
Mstep: Class 46 contains 14293 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 19329 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13270 members 
Mstep: Class 56 contains 11835 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14024 members 
Mstep: Class 59 contains 1667 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1730 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13251 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 788 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 20069 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19700 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 23846 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934792.000000 Penalty: 183801.937500
Iteration 306Q: 86 clusters Score -8.593479e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10457 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6070 members 
Mstep: Class 12 contains 8062 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 18378 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 4952 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3853 members 
Mstep: Class 24 contains 1474 members 
Mstep: Class 25 contains 10948 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9419 members 
Mstep: Class 29 contains 14702 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2808 members 
Mstep: Class 33 contains 13264 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6659 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28972 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4996 members 
Mstep: Class 45 contains 14841 members 
Mstep: Class 46 contains 14293 members 
Mstep: Class 47 contains 3701 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6054 members 
Mstep: Class 50 contains 18811 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13273 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14024 members 
Mstep: Class 59 contains 1667 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1729 members 
Mstep: Class 64 contains 4457 members 
Mstep: Class 65 contains 13200 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 786 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 19918 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19699 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 25462 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934608.000000 Penalty: 183801.937500
Iteration 307Q: 86 clusters Score -8.593461e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10455 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6071 members 
Mstep: Class 12 contains 8025 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 17739 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 4952 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3853 members 
Mstep: Class 24 contains 1475 members 
Mstep: Class 25 contains 10950 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9419 members 
Mstep: Class 29 contains 14701 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2808 members 
Mstep: Class 33 contains 13260 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6658 members 
Mstep: Class 37 contains 9632 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28971 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4992 members 
Mstep: Class 45 contains 14859 members 
Mstep: Class 46 contains 14292 members 
Mstep: Class 47 contains 3700 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 18374 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13274 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14024 members 
Mstep: Class 59 contains 1667 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13154 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 19744 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19702 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 26799 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934344.000000 Penalty: 183801.937500
Iteration 308Q: 86 clusters Score -8.593434e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10453 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6069 members 
Mstep: Class 12 contains 7985 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 17352 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13947 members 
Mstep: Class 21 contains 4952 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3853 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10953 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9419 members 
Mstep: Class 29 contains 14698 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2806 members 
Mstep: Class 33 contains 13253 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6657 members 
Mstep: Class 37 contains 9638 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4982 members 
Mstep: Class 45 contains 14893 members 
Mstep: Class 46 contains 14292 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 18149 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13277 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14024 members 
Mstep: Class 59 contains 1668 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4458 members 
Mstep: Class 65 contains 13106 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 19570 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19700 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16387 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4115 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 27661 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934096.000000 Penalty: 183801.937500
Iteration 309Q: 86 clusters Score -8.59341e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10451 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6068 members 
Mstep: Class 12 contains 7934 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 17361 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4952 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3853 members 
Mstep: Class 24 contains 1477 members 
Mstep: Class 25 contains 10953 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9421 members 
Mstep: Class 29 contains 14699 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2806 members 
Mstep: Class 33 contains 13227 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6658 members 
Mstep: Class 37 contains 9638 members 
Mstep: Class 38 contains 20394 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28968 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4980 members 
Mstep: Class 45 contains 14924 members 
Mstep: Class 46 contains 14291 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 18189 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13279 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14024 members 
Mstep: Class 59 contains 1668 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4458 members 
Mstep: Class 65 contains 13073 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 19367 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19702 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3781 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 27909 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934000.000000 Penalty: 183801.937500
Iteration 310Q: 86 clusters Score -8.5934e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10450 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 7906 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 17602 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4953 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1477 members 
Mstep: Class 25 contains 10951 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9426 members 
Mstep: Class 29 contains 14699 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2807 members 
Mstep: Class 33 contains 13197 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6654 members 
Mstep: Class 37 contains 9640 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28968 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4975 members 
Mstep: Class 45 contains 14931 members 
Mstep: Class 46 contains 14291 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6055 members 
Mstep: Class 50 contains 18334 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13283 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14024 members 
Mstep: Class 59 contains 1668 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6696 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4457 members 
Mstep: Class 65 contains 13044 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 780 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 19146 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19702 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 27830 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934208.000000 Penalty: 183801.937500
Iteration 311Q: 86 clusters Score -8.593421e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10449 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6065 members 
Mstep: Class 12 contains 7878 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 17981 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4953 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1477 members 
Mstep: Class 25 contains 10950 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14699 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2808 members 
Mstep: Class 33 contains 13164 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6650 members 
Mstep: Class 37 contains 9639 members 
Mstep: Class 38 contains 20394 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28968 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4973 members 
Mstep: Class 45 contains 14920 members 
Mstep: Class 46 contains 14293 members 
Mstep: Class 47 contains 3699 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6056 members 
Mstep: Class 50 contains 18491 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14024 members 
Mstep: Class 59 contains 1668 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6696 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4456 members 
Mstep: Class 65 contains 13031 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 780 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 18925 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19701 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 27618 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934664.000000 Penalty: 183801.937500
Iteration 312Q: 86 clusters Score -8.593466e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10447 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6687 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6065 members 
Mstep: Class 12 contains 7855 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 18457 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4955 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1477 members 
Mstep: Class 25 contains 10951 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9428 members 
Mstep: Class 29 contains 14699 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2810 members 
Mstep: Class 33 contains 13126 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6643 members 
Mstep: Class 37 contains 9635 members 
Mstep: Class 38 contains 20394 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28968 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4976 members 
Mstep: Class 45 contains 14926 members 
Mstep: Class 46 contains 14293 members 
Mstep: Class 47 contains 3697 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6056 members 
Mstep: Class 50 contains 18675 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 525 members 
Mstep: Class 58 contains 14024 members 
Mstep: Class 59 contains 1668 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6696 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4453 members 
Mstep: Class 65 contains 13023 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 780 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 18679 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19702 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 27294 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934808.000000 Penalty: 183801.937500
Iteration 313Q: 86 clusters Score -8.593481e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10443 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6065 members 
Mstep: Class 12 contains 7833 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 18997 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4957 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10951 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9427 members 
Mstep: Class 29 contains 14698 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 13073 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6637 members 
Mstep: Class 37 contains 9636 members 
Mstep: Class 38 contains 20394 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28968 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4973 members 
Mstep: Class 45 contains 14927 members 
Mstep: Class 46 contains 14293 members 
Mstep: Class 47 contains 3697 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6056 members 
Mstep: Class 50 contains 18875 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14024 members 
Mstep: Class 59 contains 1668 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6696 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4452 members 
Mstep: Class 65 contains 13013 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 780 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 18436 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19700 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 26911 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934832.000000 Penalty: 183801.937500
Iteration 314Q: 86 clusters Score -8.593483e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10444 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 7815 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 19548 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4960 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10949 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9422 members 
Mstep: Class 29 contains 14698 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 13019 members 
Mstep: Class 34 contains 1302 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6632 members 
Mstep: Class 37 contains 9633 members 
Mstep: Class 38 contains 20394 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28968 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4975 members 
Mstep: Class 45 contains 14938 members 
Mstep: Class 46 contains 14294 members 
Mstep: Class 47 contains 3695 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6056 members 
Mstep: Class 50 contains 19078 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13282 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1669 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6696 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1727 members 
Mstep: Class 64 contains 4451 members 
Mstep: Class 65 contains 13004 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 18183 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19699 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 26501 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935016.000000 Penalty: 183801.937500
Iteration 315Q: 86 clusters Score -8.593502e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10444 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31434 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 7807 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 20084 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4960 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10949 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9420 members 
Mstep: Class 29 contains 14698 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 12970 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6628 members 
Mstep: Class 37 contains 9625 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28968 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 14965 members 
Mstep: Class 46 contains 14296 members 
Mstep: Class 47 contains 3694 members 
Mstep: Class 48 contains 1085 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 19265 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13283 members 
Mstep: Class 56 contains 11836 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1670 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6696 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 12994 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 17933 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19699 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 26102 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935120.000000 Penalty: 183801.937500
Iteration 316Q: 86 clusters Score -8.593512e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10444 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31434 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 7800 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 20617 members 
Mstep: Class 18 contains 1389 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4961 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10948 members 
Mstep: Class 26 contains 1246 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9413 members 
Mstep: Class 29 contains 14698 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 12941 members 
Mstep: Class 34 contains 1303 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6618 members 
Mstep: Class 37 contains 9622 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28968 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 14981 members 
Mstep: Class 46 contains 14296 members 
Mstep: Class 47 contains 3695 members 
Mstep: Class 48 contains 1084 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 19403 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13282 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6696 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 12997 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 17642 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19700 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 25775 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935248.000000 Penalty: 183801.937500
Iteration 317Q: 86 clusters Score -8.593525e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10445 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31434 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 7791 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 21114 members 
Mstep: Class 18 contains 1388 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4962 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10947 members 
Mstep: Class 26 contains 1246 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9411 members 
Mstep: Class 29 contains 14698 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 12918 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6611 members 
Mstep: Class 37 contains 9611 members 
Mstep: Class 38 contains 20397 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28968 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 15001 members 
Mstep: Class 46 contains 14296 members 
Mstep: Class 47 contains 3697 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 19492 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6696 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13009 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 17367 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19700 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 25496 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935336.000000 Penalty: 183801.937500
Iteration 318Q: 86 clusters Score -8.593534e+07 nChanged 867
Entering ConstructFrom: 
Score: -85935336.000000 Penalty: 183801.937500
Entering ConstructFrom: 
Trying to split cluster 1 (8521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Entering Unmasked Estep 
Score: -1265049.875000 Penalty: 1470.671997
	Iteration 0F: 2 clusters Score -1265050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1258832.875000 Penalty: 2941.343994
	Iteration 0F: 3 clusters Score -1258833 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1260745.875000 Penalty: 2941.343994
	Iteration 1F: 3 clusters Score -1260746 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1261047.625000 Penalty: 2941.343994
	Iteration 2F: 3 clusters Score -1261048 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1261266.500000 Penalty: 2941.343994
	Iteration 3F: 3 clusters Score -1261266 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1261392.125000 Penalty: 2941.343994
	Iteration 4Q: 3 clusters Score -1261392 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1261477.000000 Penalty: 2941.343994
	Iteration 5Q: 3 clusters Score -1261477 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1261564.500000 Penalty: 2941.343994
	Iteration 6Q: 3 clusters Score -1261564 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1261640.125000 Penalty: 2941.343994
	Iteration 7Q: 3 clusters Score -1261640 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1261716.125000 Penalty: 2941.343994
	Iteration 8Q: 3 clusters Score -1261716 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1261790.750000 Penalty: 2941.343994
	Iteration 9Q: 3 clusters Score -1261791 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1261883.875000 Penalty: 2941.343994
	Iteration 10Q: 3 clusters Score -1261884 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1261988.875000 Penalty: 2941.343994
	Iteration 11Q: 3 clusters Score -1261989 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1262117.625000 Penalty: 2941.343994
	Iteration 12Q: 3 clusters Score -1262118 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1262291.000000 Penalty: 2941.343994
	Iteration 13Q: 3 clusters Score -1262291 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1262485.125000 Penalty: 2941.343994
	Iteration 14Q: 3 clusters Score -1262485 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1262709.875000 Penalty: 2941.343994
	Iteration 15Q: 3 clusters Score -1262710 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1262917.000000 Penalty: 2941.343994
	Iteration 16Q: 3 clusters Score -1262917 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1263075.750000 Penalty: 2941.343994
	Iteration 17Q: 3 clusters Score -1263076 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1263216.500000 Penalty: 2941.343994
	Iteration 18Q: 3 clusters Score -1263216 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1263349.750000 Penalty: 2941.343994
	Iteration 19Q: 3 clusters Score -1263350 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1263455.500000 Penalty: 2941.343994
	Iteration 20F: 3 clusters Score -1263456 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1263534.500000 Penalty: 2941.343994
	Iteration 21Q: 3 clusters Score -1263534 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1263604.750000 Penalty: 2941.343994
	Iteration 22Q: 3 clusters Score -1263605 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1263655.500000 Penalty: 2941.343994
	Iteration 23Q: 3 clusters Score -1263656 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1263689.875000 Penalty: 2941.343994
	Iteration 24Q: 3 clusters Score -1263690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1263711.375000 Penalty: 2941.343994
	Iteration 25Q: 3 clusters Score -1263711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1263729.250000 Penalty: 2941.343994
	Iteration 26Q: 3 clusters Score -1263729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1263741.375000 Penalty: 2941.343994
	Iteration 27Q: 3 clusters Score -1263741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1263751.000000 Penalty: 2941.343994
	Iteration 28Q: 3 clusters Score -1263751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1263760.000000 Penalty: 2941.343994
	Iteration 29Q: 3 clusters Score -1263760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1263761.500000 Penalty: 2941.343994
	Iteration 30Q: 3 clusters Score -1263762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1263763.500000 Penalty: 2941.343994
	Iteration 31Q: 3 clusters Score -1263764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1263770.000000 Penalty: 2941.343994
	Iteration 32Q: 3 clusters Score -1263770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1263772.375000 Penalty: 2941.343994
	Iteration 33Q: 3 clusters Score -1263772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1263777.375000 Penalty: 2941.343994
	Iteration 34Q: 3 clusters Score -1263777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1263781.625000 Penalty: 2941.343994
	Iteration 35Q: 3 clusters Score -1263782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1263783.375000 Penalty: 2941.343994
	Iteration 36Q: 3 clusters Score -1263783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1263783.125000 Penalty: 2941.343994
	Iteration 37Q: 3 clusters Score -1263783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1263783.750000 Penalty: 2941.343994
	Iteration 38Q: 3 clusters Score -1263784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1263783.750000 Penalty: 2941.343994
	Iteration 39F: 3 clusters Score -1263784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Entering Unmasked Estep 
Score: -1620836.875000 Penalty: 1555.652466
	Iteration 0F: 2 clusters Score -1620837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1610829.500000 Penalty: 3111.304932
	Iteration 0F: 3 clusters Score -1610830 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1614446.250000 Penalty: 3111.304932
	Iteration 1F: 3 clusters Score -1614446 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1614986.500000 Penalty: 3111.304932
	Iteration 2F: 3 clusters Score -1614986 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1615499.125000 Penalty: 3111.304932
	Iteration 3F: 3 clusters Score -1615499 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1615997.125000 Penalty: 3111.304932
	Iteration 4F: 3 clusters Score -1615997 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1616608.125000 Penalty: 3111.304932
	Iteration 5F: 3 clusters Score -1616608 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1617337.000000 Penalty: 3111.304932
	Iteration 6F: 3 clusters Score -1617337 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1618164.500000 Penalty: 3111.304932
	Iteration 7F: 3 clusters Score -1618164 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1618846.250000 Penalty: 3111.304932
	Iteration 8F: 3 clusters Score -1618846 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1619380.125000 Penalty: 3111.304932
	Iteration 9Q: 3 clusters Score -1619380 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1619679.875000 Penalty: 3111.304932
	Iteration 10Q: 3 clusters Score -1619680 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1619838.250000 Penalty: 3111.304932
	Iteration 11Q: 3 clusters Score -1619838 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1619942.000000 Penalty: 3111.304932
	Iteration 12Q: 3 clusters Score -1619942 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1620014.750000 Penalty: 3111.304932
	Iteration 13Q: 3 clusters Score -1620015 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1620063.750000 Penalty: 3111.304932
	Iteration 14Q: 3 clusters Score -1620064 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1620083.125000 Penalty: 3111.304932
	Iteration 15Q: 3 clusters Score -1620083 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1620101.000000 Penalty: 3111.304932
	Iteration 16Q: 3 clusters Score -1620101 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1620112.000000 Penalty: 3111.304932
	Iteration 17Q: 3 clusters Score -1620112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1620123.250000 Penalty: 3111.304932
	Iteration 18Q: 3 clusters Score -1620123 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1620132.875000 Penalty: 3111.304932
	Iteration 19Q: 3 clusters Score -1620133 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1620138.875000 Penalty: 3111.304932
	Iteration 20F: 3 clusters Score -1620139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1620144.000000 Penalty: 3111.304932
	Iteration 21Q: 3 clusters Score -1620144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1620147.250000 Penalty: 3111.304932
	Iteration 22Q: 3 clusters Score -1620147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1620146.625000 Penalty: 3111.304932
	Iteration 23Q: 3 clusters Score -1620147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1620150.375000 Penalty: 3111.304932
	Iteration 24Q: 3 clusters Score -1620150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1620151.875000 Penalty: 3111.304932
	Iteration 25Q: 3 clusters Score -1620152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1620153.625000 Penalty: 3111.304932
	Iteration 26Q: 3 clusters Score -1620154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1620156.500000 Penalty: 3111.304932
	Iteration 27Q: 3 clusters Score -1620156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1620159.000000 Penalty: 3111.304932
	Iteration 28Q: 3 clusters Score -1620159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1620162.500000 Penalty: 3111.304932
	Iteration 29Q: 3 clusters Score -1620162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1620168.125000 Penalty: 3111.304932
	Iteration 30Q: 3 clusters Score -1620168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1620168.250000 Penalty: 3111.304932
	Iteration 31Q: 3 clusters Score -1620168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1620169.000000 Penalty: 3111.304932
	Iteration 32Q: 3 clusters Score -1620169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1620168.000000 Penalty: 3111.304932
	Iteration 33Q: 3 clusters Score -1620168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1620169.500000 Penalty: 3111.304932
	Iteration 34Q: 3 clusters Score -1620170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1620172.250000 Penalty: 3111.304932
	Iteration 35Q: 3 clusters Score -1620172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1620171.625000 Penalty: 3111.304932
	Iteration 36Q: 3 clusters Score -1620172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1620175.375000 Penalty: 3111.304932
	Iteration 37Q: 3 clusters Score -1620175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1620175.125000 Penalty: 3111.304932
	Iteration 38Q: 3 clusters Score -1620175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1620174.750000 Penalty: 3111.304932
	Iteration 39Q: 3 clusters Score -1620175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1620175.875000 Penalty: 3111.304932
	Iteration 40F: 3 clusters Score -1620176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1620178.750000 Penalty: 3111.304932
	Iteration 41Q: 3 clusters Score -1620179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1620178.750000 Penalty: 3111.304932
	Iteration 42Q: 3 clusters Score -1620179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1620181.750000 Penalty: 3111.304932
	Iteration 43Q: 3 clusters Score -1620182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1620183.250000 Penalty: 3111.304932
	Iteration 44Q: 3 clusters Score -1620183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1620189.500000 Penalty: 3111.304932
	Iteration 45Q: 3 clusters Score -1620190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1620191.625000 Penalty: 3111.304932
	Iteration 46Q: 3 clusters Score -1620192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1620191.875000 Penalty: 3111.304932
	Iteration 47Q: 3 clusters Score -1620192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1620191.875000 Penalty: 3111.304932
	Iteration 48Q: 3 clusters Score -1620192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1620192.125000 Penalty: 3111.304932
	Iteration 49Q: 3 clusters Score -1620192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1620192.125000 Penalty: 3111.304932
	Iteration 50F: 3 clusters Score -1620192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -16312.937500 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -16312.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15716.726562 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -15716.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15813.603516 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -15813.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15841.563477 Penalty: 1687.711060
	Iteration 2Q: 3 clusters Score -15841.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15847.476562 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -15847.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15847.476562 Penalty: 1687.711060
	Iteration 4F: 3 clusters Score -15847.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Entering Unmasked Estep 
Score: -1555758.000000 Penalty: 1503.739746
	Iteration 0F: 2 clusters Score -1555758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1548370.125000 Penalty: 3007.479492
	Iteration 0F: 3 clusters Score -1548370 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1550946.125000 Penalty: 3007.479492
	Iteration 1F: 3 clusters Score -1550946 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1551347.000000 Penalty: 3007.479492
	Iteration 2F: 3 clusters Score -1551347 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1551720.875000 Penalty: 3007.479492
	Iteration 3F: 3 clusters Score -1551721 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1552016.250000 Penalty: 3007.479492
	Iteration 4F: 3 clusters Score -1552016 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1552253.500000 Penalty: 3007.479492
	Iteration 5Q: 3 clusters Score -1552254 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1552454.750000 Penalty: 3007.479492
	Iteration 6Q: 3 clusters Score -1552455 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1552676.625000 Penalty: 3007.479492
	Iteration 7Q: 3 clusters Score -1552677 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1552935.750000 Penalty: 3007.479492
	Iteration 8Q: 3 clusters Score -1552936 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1553189.125000 Penalty: 3007.479492
	Iteration 9Q: 3 clusters Score -1553189 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1553434.500000 Penalty: 3007.479492
	Iteration 10Q: 3 clusters Score -1553434 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1553697.750000 Penalty: 3007.479492
	Iteration 11Q: 3 clusters Score -1553698 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1553970.875000 Penalty: 3007.479492
	Iteration 12Q: 3 clusters Score -1553971 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1554273.875000 Penalty: 3007.479492
	Iteration 13Q: 3 clusters Score -1554274 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1554500.625000 Penalty: 3007.479492
	Iteration 14Q: 3 clusters Score -1554501 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1554672.500000 Penalty: 3007.479492
	Iteration 15Q: 3 clusters Score -1554672 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1554798.250000 Penalty: 3007.479492
	Iteration 16Q: 3 clusters Score -1554798 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1554873.375000 Penalty: 3007.479492
	Iteration 17Q: 3 clusters Score -1554873 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1554918.625000 Penalty: 3007.479492
	Iteration 18Q: 3 clusters Score -1554919 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1554941.125000 Penalty: 3007.479492
	Iteration 19Q: 3 clusters Score -1554941 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1554975.000000 Penalty: 3007.479492
	Iteration 20F: 3 clusters Score -1554975 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1554994.625000 Penalty: 3007.479492
	Iteration 21Q: 3 clusters Score -1554995 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1555014.250000 Penalty: 3007.479492
	Iteration 22Q: 3 clusters Score -1555014 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1555032.500000 Penalty: 3007.479492
	Iteration 23Q: 3 clusters Score -1555032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1555038.375000 Penalty: 3007.479492
	Iteration 24Q: 3 clusters Score -1555038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1555046.500000 Penalty: 3007.479492
	Iteration 25Q: 3 clusters Score -1555046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1555049.500000 Penalty: 3007.479492
	Iteration 26Q: 3 clusters Score -1555050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1555054.625000 Penalty: 3007.479492
	Iteration 27Q: 3 clusters Score -1555055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1555058.500000 Penalty: 3007.479492
	Iteration 28Q: 3 clusters Score -1555058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1555059.500000 Penalty: 3007.479492
	Iteration 29Q: 3 clusters Score -1555060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1555067.875000 Penalty: 3007.479492
	Iteration 30Q: 3 clusters Score -1555068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1555070.625000 Penalty: 3007.479492
	Iteration 31Q: 3 clusters Score -1555071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1555077.625000 Penalty: 3007.479492
	Iteration 32Q: 3 clusters Score -1555078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1555082.375000 Penalty: 3007.479492
	Iteration 33Q: 3 clusters Score -1555082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1555088.125000 Penalty: 3007.479492
	Iteration 34Q: 3 clusters Score -1555088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1555091.250000 Penalty: 3007.479492
	Iteration 35Q: 3 clusters Score -1555091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1555091.500000 Penalty: 3007.479492
	Iteration 36Q: 3 clusters Score -1555092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1555091.625000 Penalty: 3007.479492
	Iteration 37Q: 3 clusters Score -1555092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1555093.500000 Penalty: 3007.479492
	Iteration 38Q: 3 clusters Score -1555094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1555091.250000 Penalty: 3007.479492
	Iteration 39Q: 3 clusters Score -1555091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1555094.375000 Penalty: 3007.479492
	Iteration 40F: 3 clusters Score -1555094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1555094.500000 Penalty: 3007.479492
	Iteration 41Q: 3 clusters Score -1555094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1555095.125000 Penalty: 3007.479492
	Iteration 42Q: 3 clusters Score -1555095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1555096.000000 Penalty: 3007.479492
	Iteration 43Q: 3 clusters Score -1555096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1555094.875000 Penalty: 3007.479492
	Iteration 44Q: 3 clusters Score -1555095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1555094.875000 Penalty: 3007.479492
	Iteration 45F: 3 clusters Score -1555095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Entering Unmasked Estep 
Score: -2218539.250000 Penalty: 1558.087280
	Iteration 0F: 2 clusters Score -2218539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2208757.750000 Penalty: 3116.174561
	Iteration 0F: 3 clusters Score -2208758 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2212408.000000 Penalty: 3116.174561
	Iteration 1F: 3 clusters Score -2212408 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2212891.500000 Penalty: 3116.174561
	Iteration 2F: 3 clusters Score -2212892 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2213359.750000 Penalty: 3116.174561
	Iteration 3F: 3 clusters Score -2213360 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2213818.000000 Penalty: 3116.174561
	Iteration 4F: 3 clusters Score -2213818 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2214211.000000 Penalty: 3116.174561
	Iteration 5F: 3 clusters Score -2214211 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2214601.500000 Penalty: 3116.174561
	Iteration 6Q: 3 clusters Score -2214602 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2214957.250000 Penalty: 3116.174561
	Iteration 7Q: 3 clusters Score -2214957 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2215254.750000 Penalty: 3116.174561
	Iteration 8Q: 3 clusters Score -2215255 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2215547.250000 Penalty: 3116.174561
	Iteration 9Q: 3 clusters Score -2215547 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2215794.250000 Penalty: 3116.174561
	Iteration 10Q: 3 clusters Score -2215794 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2215994.500000 Penalty: 3116.174561
	Iteration 11Q: 3 clusters Score -2215994 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2216136.000000 Penalty: 3116.174561
	Iteration 12Q: 3 clusters Score -2216136 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2216225.750000 Penalty: 3116.174561
	Iteration 13Q: 3 clusters Score -2216226 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2216292.250000 Penalty: 3116.174561
	Iteration 14Q: 3 clusters Score -2216292 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2216354.000000 Penalty: 3116.174561
	Iteration 15Q: 3 clusters Score -2216354 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2216399.000000 Penalty: 3116.174561
	Iteration 16Q: 3 clusters Score -2216399 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2216427.750000 Penalty: 3116.174561
	Iteration 17Q: 3 clusters Score -2216428 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2216473.250000 Penalty: 3116.174561
	Iteration 18Q: 3 clusters Score -2216473 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2216507.750000 Penalty: 3116.174561
	Iteration 19Q: 3 clusters Score -2216508 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2216556.000000 Penalty: 3116.174561
	Iteration 20F: 3 clusters Score -2216556 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2216586.250000 Penalty: 3116.174561
	Iteration 21Q: 3 clusters Score -2216586 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2216623.750000 Penalty: 3116.174561
	Iteration 22Q: 3 clusters Score -2216624 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2216658.750000 Penalty: 3116.174561
	Iteration 23Q: 3 clusters Score -2216659 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2216695.500000 Penalty: 3116.174561
	Iteration 24Q: 3 clusters Score -2216696 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2216725.000000 Penalty: 3116.174561
	Iteration 25Q: 3 clusters Score -2216725 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2216758.000000 Penalty: 3116.174561
	Iteration 26Q: 3 clusters Score -2216758 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2216771.000000 Penalty: 3116.174561
	Iteration 27Q: 3 clusters Score -2216771 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2216791.500000 Penalty: 3116.174561
	Iteration 28Q: 3 clusters Score -2216792 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2216810.500000 Penalty: 3116.174561
	Iteration 29Q: 3 clusters Score -2216810 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2216820.000000 Penalty: 3116.174561
	Iteration 30Q: 3 clusters Score -2216820 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2216833.500000 Penalty: 3116.174561
	Iteration 31Q: 3 clusters Score -2216834 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2216849.500000 Penalty: 3116.174561
	Iteration 32Q: 3 clusters Score -2216850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2216865.500000 Penalty: 3116.174561
	Iteration 33Q: 3 clusters Score -2216866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2216872.250000 Penalty: 3116.174561
	Iteration 34Q: 3 clusters Score -2216872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2216882.500000 Penalty: 3116.174561
	Iteration 35Q: 3 clusters Score -2216882 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2216899.000000 Penalty: 3116.174561
	Iteration 36Q: 3 clusters Score -2216899 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2216907.500000 Penalty: 3116.174561
	Iteration 37Q: 3 clusters Score -2216908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2216926.750000 Penalty: 3116.174561
	Iteration 38Q: 3 clusters Score -2216927 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2216947.750000 Penalty: 3116.174561
	Iteration 39Q: 3 clusters Score -2216948 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2216962.000000 Penalty: 3116.174561
	Iteration 40F: 3 clusters Score -2216962 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2216975.500000 Penalty: 3116.174561
	Iteration 41Q: 3 clusters Score -2216976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2216989.750000 Penalty: 3116.174561
	Iteration 42Q: 3 clusters Score -2216990 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2217009.500000 Penalty: 3116.174561
	Iteration 43Q: 3 clusters Score -2217010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2217018.250000 Penalty: 3116.174561
	Iteration 44Q: 3 clusters Score -2217018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2217026.000000 Penalty: 3116.174561
	Iteration 45Q: 3 clusters Score -2217026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2217039.750000 Penalty: 3116.174561
	Iteration 46Q: 3 clusters Score -2217040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2217054.750000 Penalty: 3116.174561
	Iteration 47Q: 3 clusters Score -2217055 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2217070.750000 Penalty: 3116.174561
	Iteration 48Q: 3 clusters Score -2217071 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2217078.250000 Penalty: 3116.174561
	Iteration 49Q: 3 clusters Score -2217078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2217097.000000 Penalty: 3116.174561
	Iteration 50Q: 3 clusters Score -2217097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2217110.250000 Penalty: 3116.174561
	Iteration 51Q: 3 clusters Score -2217110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2217120.750000 Penalty: 3116.174561
	Iteration 52Q: 3 clusters Score -2217121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2217132.000000 Penalty: 3116.174561
	Iteration 53Q: 3 clusters Score -2217132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2217139.250000 Penalty: 3116.174561
	Iteration 54Q: 3 clusters Score -2217139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2217144.000000 Penalty: 3116.174561
	Iteration 55Q: 3 clusters Score -2217144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2217149.000000 Penalty: 3116.174561
	Iteration 56Q: 3 clusters Score -2217149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2217155.500000 Penalty: 3116.174561
	Iteration 57Q: 3 clusters Score -2217156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2217164.750000 Penalty: 3116.174561
	Iteration 58Q: 3 clusters Score -2217165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2217174.250000 Penalty: 3116.174561
	Iteration 59Q: 3 clusters Score -2217174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2217179.250000 Penalty: 3116.174561
	Iteration 60F: 3 clusters Score -2217179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2217182.500000 Penalty: 3116.174561
	Iteration 61Q: 3 clusters Score -2217182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2217182.000000 Penalty: 3116.174561
	Iteration 62Q: 3 clusters Score -2217182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2217185.750000 Penalty: 3116.174561
	Iteration 63Q: 3 clusters Score -2217186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2217189.500000 Penalty: 3116.174561
	Iteration 64Q: 3 clusters Score -2217190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2217193.250000 Penalty: 3116.174561
	Iteration 65Q: 3 clusters Score -2217193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2217193.250000 Penalty: 3116.174561
	Iteration 66Q: 3 clusters Score -2217193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2217193.250000 Penalty: 3116.174561
	Iteration 67Q: 3 clusters Score -2217193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2217196.750000 Penalty: 3116.174561
	Iteration 68Q: 3 clusters Score -2217197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2217196.750000 Penalty: 3116.174561
	Iteration 69Q: 3 clusters Score -2217197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2217198.000000 Penalty: 3116.174561
	Iteration 70Q: 3 clusters Score -2217198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2217196.500000 Penalty: 3116.174561
	Iteration 71Q: 3 clusters Score -2217196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2217196.500000 Penalty: 3116.174561
	Iteration 72F: 3 clusters Score -2217196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Entering Unmasked Estep 
Score: -938629.500000 Penalty: 1431.359863
	Iteration 0F: 2 clusters Score -938629.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -933660.937500 Penalty: 2862.719727
	Iteration 0F: 3 clusters Score -933660.9 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -935223.187500 Penalty: 2862.719727
	Iteration 1F: 3 clusters Score -935223.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -935435.312500 Penalty: 2862.719727
	Iteration 2F: 3 clusters Score -935435.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -935623.375000 Penalty: 2862.719727
	Iteration 3F: 3 clusters Score -935623.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -935792.937500 Penalty: 2862.719727
	Iteration 4Q: 3 clusters Score -935792.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -935999.500000 Penalty: 2862.719727
	Iteration 5Q: 3 clusters Score -935999.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -936281.062500 Penalty: 2862.719727
	Iteration 6Q: 3 clusters Score -936281.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -936619.312500 Penalty: 2862.719727
	Iteration 7F: 3 clusters Score -936619.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -937001.062500 Penalty: 2862.719727
	Iteration 8F: 3 clusters Score -937001.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -937348.375000 Penalty: 2862.719727
	Iteration 9F: 3 clusters Score -937348.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -937663.250000 Penalty: 2862.719727
	Iteration 10F: 3 clusters Score -937663.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -937892.187500 Penalty: 2862.719727
	Iteration 11Q: 3 clusters Score -937892.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -938030.312500 Penalty: 2862.719727
	Iteration 12Q: 3 clusters Score -938030.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -938101.187500 Penalty: 2862.719727
	Iteration 13Q: 3 clusters Score -938101.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -938141.750000 Penalty: 2862.719727
	Iteration 14Q: 3 clusters Score -938141.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -938164.625000 Penalty: 2862.719727
	Iteration 15Q: 3 clusters Score -938164.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -938176.812500 Penalty: 2862.719727
	Iteration 16Q: 3 clusters Score -938176.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -938188.812500 Penalty: 2862.719727
	Iteration 17Q: 3 clusters Score -938188.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -938197.625000 Penalty: 2862.719727
	Iteration 18Q: 3 clusters Score -938197.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -938201.062500 Penalty: 2862.719727
	Iteration 19Q: 3 clusters Score -938201.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -938202.562500 Penalty: 2862.719727
	Iteration 20F: 3 clusters Score -938202.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -938202.812500 Penalty: 2862.719727
	Iteration 21Q: 3 clusters Score -938202.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -938203.125000 Penalty: 2862.719727
	Iteration 22Q: 3 clusters Score -938203.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -938203.812500 Penalty: 2862.719727
	Iteration 23Q: 3 clusters Score -938203.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -938203.750000 Penalty: 2862.719727
	Iteration 24Q: 3 clusters Score -938203.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -938204.750000 Penalty: 2862.719727
	Iteration 25Q: 3 clusters Score -938204.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -938204.687500 Penalty: 2862.719727
	Iteration 26Q: 3 clusters Score -938204.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -938204.125000 Penalty: 2862.719727
	Iteration 27Q: 3 clusters Score -938204.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -938204.125000 Penalty: 2862.719727
	Iteration 28F: 3 clusters Score -938204.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -108109.523438 Penalty: 1083.380493
	Iteration 0F: 2 clusters Score -108109.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -106858.937500 Penalty: 2166.760986
	Iteration 0F: 3 clusters Score -106858.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -107122.742188 Penalty: 2166.760986
	Iteration 1F: 3 clusters Score -107122.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -107223.804688 Penalty: 2166.760986
	Iteration 2F: 3 clusters Score -107223.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -107364.617188 Penalty: 2166.760986
	Iteration 3F: 3 clusters Score -107364.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -107536.695312 Penalty: 2166.760986
	Iteration 4F: 3 clusters Score -107536.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -107675.625000 Penalty: 2166.760986
	Iteration 5F: 3 clusters Score -107675.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -107748.351562 Penalty: 2166.760986
	Iteration 6Q: 3 clusters Score -107748.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -107786.015625 Penalty: 2166.760986
	Iteration 7Q: 3 clusters Score -107786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -107816.156250 Penalty: 2166.760986
	Iteration 8Q: 3 clusters Score -107816.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -107843.804688 Penalty: 2166.760986
	Iteration 9Q: 3 clusters Score -107843.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -107867.171875 Penalty: 2166.760986
	Iteration 10Q: 3 clusters Score -107867.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -107908.273438 Penalty: 2166.760986
	Iteration 11Q: 3 clusters Score -107908.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -107930.796875 Penalty: 2166.760986
	Iteration 12Q: 3 clusters Score -107930.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -107960.539062 Penalty: 2166.760986
	Iteration 13Q: 3 clusters Score -107960.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -107981.140625 Penalty: 2166.760986
	Iteration 14Q: 3 clusters Score -107981.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -108003.296875 Penalty: 2166.760986
	Iteration 15Q: 3 clusters Score -108003.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -108047.226562 Penalty: 2166.760986
	Iteration 16Q: 3 clusters Score -108047.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -108136.585938 Penalty: 2166.760986
	Iteration 17Q: 3 clusters Score -108136.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -108176.703125 Penalty: 2166.760986
	Iteration 18Q: 3 clusters Score -108176.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -108231.132812 Penalty: 2166.760986
	Iteration 19Q: 3 clusters Score -108231.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -108283.406250 Penalty: 2166.760986
	Iteration 20F: 3 clusters Score -108283.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -108326.578125 Penalty: 2166.760986
	Iteration 21Q: 3 clusters Score -108326.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -108346.320312 Penalty: 2166.760986
	Iteration 22Q: 3 clusters Score -108346.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -108353.250000 Penalty: 2166.760986
	Iteration 23Q: 3 clusters Score -108353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -108355.226562 Penalty: 2166.760986
	Iteration 24Q: 3 clusters Score -108355.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -108355.226562 Penalty: 2166.760986
	Iteration 25F: 3 clusters Score -108355.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10444 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 31434 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 7786 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 21553 members 
Mstep: Class 18 contains 1388 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4962 members 
Mstep: Class 22 contains 1988 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10947 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9412 members 
Mstep: Class 29 contains 14698 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 12889 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6606 members 
Mstep: Class 37 contains 9606 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28968 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 15022 members 
Mstep: Class 46 contains 14296 members 
Mstep: Class 47 contains 3695 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 19599 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13283 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6696 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13015 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 17111 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19701 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 25238 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Mstep: Class 86 contains 493 members 
Entering Unmasked Estep 
Score: -85934520.000000 Penalty: 185964.312500
Splitting cluster 7 changes total score from -85935336.000000 to -85934520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (31434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Entering Unmasked Estep 
Score: -4776397.500000 Penalty: 1682.792358
	Iteration 0F: 2 clusters Score -4776398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -4757758.500000 Penalty: 3365.584717
	Iteration 0F: 3 clusters Score -4757758 nChanged 14534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -4766170.500000 Penalty: 3365.584717
	Iteration 1F: 3 clusters Score -4766170 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -4766777.500000 Penalty: 3365.584717
	Iteration 2F: 3 clusters Score -4766778 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -4767509.000000 Penalty: 3365.584717
	Iteration 3F: 3 clusters Score -4767509 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -4768282.500000 Penalty: 3365.584717
	Iteration 4F: 3 clusters Score -4768282 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -4769015.000000 Penalty: 3365.584717
	Iteration 5F: 3 clusters Score -4769015 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -4769751.500000 Penalty: 3365.584717
	Iteration 6F: 3 clusters Score -4769752 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -4770379.500000 Penalty: 3365.584717
	Iteration 7F: 3 clusters Score -4770380 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -4770924.000000 Penalty: 3365.584717
	Iteration 8Q: 3 clusters Score -4770924 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -4771395.000000 Penalty: 3365.584717
	Iteration 9Q: 3 clusters Score -4771395 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -4771767.500000 Penalty: 3365.584717
	Iteration 10Q: 3 clusters Score -4771768 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -4771941.000000 Penalty: 3365.584717
	Iteration 11Q: 3 clusters Score -4771941 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -4772051.000000 Penalty: 3365.584717
	Iteration 12Q: 3 clusters Score -4772051 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -4772069.500000 Penalty: 3365.584717
	Iteration 13Q: 3 clusters Score -4772070 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -4772108.500000 Penalty: 3365.584717
	Iteration 14Q: 3 clusters Score -4772108 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -4772153.500000 Penalty: 3365.584717
	Iteration 15Q: 3 clusters Score -4772154 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -4772297.000000 Penalty: 3365.584717
	Iteration 16Q: 3 clusters Score -4772297 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -4772503.500000 Penalty: 3365.584717
	Iteration 17Q: 3 clusters Score -4772504 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -4772668.000000 Penalty: 3365.584717
	Iteration 18Q: 3 clusters Score -4772668 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -4772876.000000 Penalty: 3365.584717
	Iteration 19Q: 3 clusters Score -4772876 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -4773037.500000 Penalty: 3365.584717
	Iteration 20F: 3 clusters Score -4773038 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -4773128.000000 Penalty: 3365.584717
	Iteration 21Q: 3 clusters Score -4773128 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -4773201.000000 Penalty: 3365.584717
	Iteration 22Q: 3 clusters Score -4773201 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -4773337.500000 Penalty: 3365.584717
	Iteration 23Q: 3 clusters Score -4773338 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -4773638.000000 Penalty: 3365.584717
	Iteration 24Q: 3 clusters Score -4773638 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -4773889.500000 Penalty: 3365.584717
	Iteration 25Q: 3 clusters Score -4773890 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -4774079.500000 Penalty: 3365.584717
	Iteration 26Q: 3 clusters Score -4774080 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -4774278.500000 Penalty: 3365.584717
	Iteration 27Q: 3 clusters Score -4774278 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -4774434.500000 Penalty: 3365.584717
	Iteration 28Q: 3 clusters Score -4774434 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -4774639.500000 Penalty: 3365.584717
	Iteration 29Q: 3 clusters Score -4774640 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -4774828.000000 Penalty: 3365.584717
	Iteration 30Q: 3 clusters Score -4774828 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -4774990.500000 Penalty: 3365.584717
	Iteration 31Q: 3 clusters Score -4774990 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -4775104.000000 Penalty: 3365.584717
	Iteration 32Q: 3 clusters Score -4775104 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -4775208.500000 Penalty: 3365.584717
	Iteration 33Q: 3 clusters Score -4775208 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -4775326.000000 Penalty: 3365.584717
	Iteration 34Q: 3 clusters Score -4775326 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -4775412.500000 Penalty: 3365.584717
	Iteration 35Q: 3 clusters Score -4775412 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -4775486.500000 Penalty: 3365.584717
	Iteration 36Q: 3 clusters Score -4775486 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -4775546.500000 Penalty: 3365.584717
	Iteration 37Q: 3 clusters Score -4775546 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -4775586.500000 Penalty: 3365.584717
	Iteration 38Q: 3 clusters Score -4775586 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -4775599.500000 Penalty: 3365.584717
	Iteration 39Q: 3 clusters Score -4775600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -4775649.500000 Penalty: 3365.584717
	Iteration 40F: 3 clusters Score -4775650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -4775651.000000 Penalty: 3365.584717
	Iteration 41Q: 3 clusters Score -4775651 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -4775639.500000 Penalty: 3365.584717
	Iteration 42Q: 3 clusters Score -4775640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -4775651.500000 Penalty: 3365.584717
	Iteration 43Q: 3 clusters Score -4775652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -4775654.000000 Penalty: 3365.584717
	Iteration 44Q: 3 clusters Score -4775654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -4775656.500000 Penalty: 3365.584717
	Iteration 45Q: 3 clusters Score -4775656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -4775658.500000 Penalty: 3365.584717
	Iteration 46Q: 3 clusters Score -4775658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -4775652.500000 Penalty: 3365.584717
	Iteration 47Q: 3 clusters Score -4775652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -4775655.500000 Penalty: 3365.584717
	Iteration 48Q: 3 clusters Score -4775656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -4775665.000000 Penalty: 3365.584717
	Iteration 49Q: 3 clusters Score -4775665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -4775660.000000 Penalty: 3365.584717
	Iteration 50Q: 3 clusters Score -4775660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -4775664.000000 Penalty: 3365.584717
	Iteration 51Q: 3 clusters Score -4775664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -4775665.500000 Penalty: 3365.584717
	Iteration 52Q: 3 clusters Score -4775666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -4775669.500000 Penalty: 3365.584717
	Iteration 53Q: 3 clusters Score -4775670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -4775668.500000 Penalty: 3365.584717
	Iteration 54Q: 3 clusters Score -4775668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -4775670.500000 Penalty: 3365.584717
	Iteration 55Q: 3 clusters Score -4775670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -4775670.500000 Penalty: 3365.584717
	Iteration 56F: 3 clusters Score -4775670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -133227.734375 Penalty: 1138.440674
	Iteration 0F: 2 clusters Score -133227.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -131748.046875 Penalty: 2276.881348
	Iteration 0F: 3 clusters Score -131748 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -132092.718750 Penalty: 2276.881348
	Iteration 1F: 3 clusters Score -132092.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -132195.000000 Penalty: 2276.881348
	Iteration 2F: 3 clusters Score -132195 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -132282.359375 Penalty: 2276.881348
	Iteration 3F: 3 clusters Score -132282.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -132369.140625 Penalty: 2276.881348
	Iteration 4F: 3 clusters Score -132369.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -132454.562500 Penalty: 2276.881348
	Iteration 5Q: 3 clusters Score -132454.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -132530.906250 Penalty: 2276.881348
	Iteration 6Q: 3 clusters Score -132530.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -132600.343750 Penalty: 2276.881348
	Iteration 7Q: 3 clusters Score -132600.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -132626.390625 Penalty: 2276.881348
	Iteration 8Q: 3 clusters Score -132626.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -132636.875000 Penalty: 2276.881348
	Iteration 9Q: 3 clusters Score -132636.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -132644.468750 Penalty: 2276.881348
	Iteration 10Q: 3 clusters Score -132644.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -132650.671875 Penalty: 2276.881348
	Iteration 11Q: 3 clusters Score -132650.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -132656.453125 Penalty: 2276.881348
	Iteration 12Q: 3 clusters Score -132656.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -132660.062500 Penalty: 2276.881348
	Iteration 13Q: 3 clusters Score -132660.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -132660.062500 Penalty: 2276.881348
	Iteration 14F: 3 clusters Score -132660.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -220804.906250 Penalty: 1210.826782
	Iteration 0F: 2 clusters Score -220804.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -218898.343750 Penalty: 2421.653564
	Iteration 0F: 3 clusters Score -218898.3 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -219316.796875 Penalty: 2421.653564
	Iteration 1F: 3 clusters Score -219316.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -219421.359375 Penalty: 2421.653564
	Iteration 2F: 3 clusters Score -219421.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -219500.843750 Penalty: 2421.653564
	Iteration 3Q: 3 clusters Score -219500.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -219563.546875 Penalty: 2421.653564
	Iteration 4Q: 3 clusters Score -219563.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -219623.484375 Penalty: 2421.653564
	Iteration 5Q: 3 clusters Score -219623.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -219669.734375 Penalty: 2421.653564
	Iteration 6Q: 3 clusters Score -219669.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -219709.734375 Penalty: 2421.653564
	Iteration 7Q: 3 clusters Score -219709.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -219755.203125 Penalty: 2421.653564
	Iteration 8Q: 3 clusters Score -219755.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -219801.156250 Penalty: 2421.653564
	Iteration 9Q: 3 clusters Score -219801.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -219829.234375 Penalty: 2421.653564
	Iteration 10Q: 3 clusters Score -219829.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -219857.718750 Penalty: 2421.653564
	Iteration 11Q: 3 clusters Score -219857.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -219882.375000 Penalty: 2421.653564
	Iteration 12Q: 3 clusters Score -219882.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -219905.578125 Penalty: 2421.653564
	Iteration 13Q: 3 clusters Score -219905.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -219934.234375 Penalty: 2421.653564
	Iteration 14Q: 3 clusters Score -219934.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -219958.859375 Penalty: 2421.653564
	Iteration 15Q: 3 clusters Score -219958.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -219972.781250 Penalty: 2421.653564
	Iteration 16Q: 3 clusters Score -219972.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -219986.468750 Penalty: 2421.653564
	Iteration 17Q: 3 clusters Score -219986.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -219997.296875 Penalty: 2421.653564
	Iteration 18Q: 3 clusters Score -219997.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -220005.046875 Penalty: 2421.653564
	Iteration 19Q: 3 clusters Score -220005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -220020.468750 Penalty: 2421.653564
	Iteration 20F: 3 clusters Score -220020.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -220040.593750 Penalty: 2421.653564
	Iteration 21Q: 3 clusters Score -220040.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -220056.156250 Penalty: 2421.653564
	Iteration 22Q: 3 clusters Score -220056.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -220082.156250 Penalty: 2421.653564
	Iteration 23Q: 3 clusters Score -220082.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -220105.312500 Penalty: 2421.653564
	Iteration 24Q: 3 clusters Score -220105.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -220132.093750 Penalty: 2421.653564
	Iteration 25Q: 3 clusters Score -220132.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -220146.468750 Penalty: 2421.653564
	Iteration 26Q: 3 clusters Score -220146.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -220166.968750 Penalty: 2421.653564
	Iteration 27Q: 3 clusters Score -220167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -220200.375000 Penalty: 2421.653564
	Iteration 28Q: 3 clusters Score -220200.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -220219.453125 Penalty: 2421.653564
	Iteration 29Q: 3 clusters Score -220219.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -220229.468750 Penalty: 2421.653564
	Iteration 30Q: 3 clusters Score -220229.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -220240.171875 Penalty: 2421.653564
	Iteration 31Q: 3 clusters Score -220240.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -220245.125000 Penalty: 2421.653564
	Iteration 32Q: 3 clusters Score -220245.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -220246.453125 Penalty: 2421.653564
	Iteration 33Q: 3 clusters Score -220246.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -220246.484375 Penalty: 2421.653564
	Iteration 34Q: 3 clusters Score -220246.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -220246.921875 Penalty: 2421.653564
	Iteration 35Q: 3 clusters Score -220246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -220246.921875 Penalty: 2421.653564
	Iteration 36F: 3 clusters Score -220246.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Entering Unmasked Estep 
Score: -838521.687500 Penalty: 1415.448975
	Iteration 0F: 2 clusters Score -838521.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -833824.812500 Penalty: 2830.897949
	Iteration 0F: 3 clusters Score -833824.8 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -835251.062500 Penalty: 2830.897949
	Iteration 1F: 3 clusters Score -835251.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -835485.000000 Penalty: 2830.897949
	Iteration 2F: 3 clusters Score -835485 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -835637.875000 Penalty: 2830.897949
	Iteration 3F: 3 clusters Score -835637.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -835737.125000 Penalty: 2830.897949
	Iteration 4Q: 3 clusters Score -835737.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -835809.187500 Penalty: 2830.897949
	Iteration 5Q: 3 clusters Score -835809.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -835871.000000 Penalty: 2830.897949
	Iteration 6Q: 3 clusters Score -835871 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -835933.000000 Penalty: 2830.897949
	Iteration 7Q: 3 clusters Score -835933 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -835988.187500 Penalty: 2830.897949
	Iteration 8Q: 3 clusters Score -835988.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -836037.437500 Penalty: 2830.897949
	Iteration 9Q: 3 clusters Score -836037.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -836089.375000 Penalty: 2830.897949
	Iteration 10Q: 3 clusters Score -836089.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -836132.125000 Penalty: 2830.897949
	Iteration 11Q: 3 clusters Score -836132.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -836185.062500 Penalty: 2830.897949
	Iteration 12Q: 3 clusters Score -836185.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -836252.000000 Penalty: 2830.897949
	Iteration 13Q: 3 clusters Score -836252 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -836320.687500 Penalty: 2830.897949
	Iteration 14Q: 3 clusters Score -836320.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -836381.625000 Penalty: 2830.897949
	Iteration 15Q: 3 clusters Score -836381.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -836429.312500 Penalty: 2830.897949
	Iteration 16Q: 3 clusters Score -836429.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -836487.250000 Penalty: 2830.897949
	Iteration 17Q: 3 clusters Score -836487.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -836546.312500 Penalty: 2830.897949
	Iteration 18Q: 3 clusters Score -836546.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -836602.062500 Penalty: 2830.897949
	Iteration 19Q: 3 clusters Score -836602.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -836654.000000 Penalty: 2830.897949
	Iteration 20F: 3 clusters Score -836654 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -836705.187500 Penalty: 2830.897949
	Iteration 21Q: 3 clusters Score -836705.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -836753.687500 Penalty: 2830.897949
	Iteration 22Q: 3 clusters Score -836753.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -836802.500000 Penalty: 2830.897949
	Iteration 23Q: 3 clusters Score -836802.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -836858.187500 Penalty: 2830.897949
	Iteration 24Q: 3 clusters Score -836858.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -836902.687500 Penalty: 2830.897949
	Iteration 25Q: 3 clusters Score -836902.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -836945.000000 Penalty: 2830.897949
	Iteration 26Q: 3 clusters Score -836945 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -836979.562500 Penalty: 2830.897949
	Iteration 27Q: 3 clusters Score -836979.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -837009.687500 Penalty: 2830.897949
	Iteration 28Q: 3 clusters Score -837009.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -837041.562500 Penalty: 2830.897949
	Iteration 29Q: 3 clusters Score -837041.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -837069.562500 Penalty: 2830.897949
	Iteration 30Q: 3 clusters Score -837069.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -837107.125000 Penalty: 2830.897949
	Iteration 31Q: 3 clusters Score -837107.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -837149.250000 Penalty: 2830.897949
	Iteration 32Q: 3 clusters Score -837149.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -837183.625000 Penalty: 2830.897949
	Iteration 33Q: 3 clusters Score -837183.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -837219.562500 Penalty: 2830.897949
	Iteration 34Q: 3 clusters Score -837219.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -837240.625000 Penalty: 2830.897949
	Iteration 35Q: 3 clusters Score -837240.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -837261.125000 Penalty: 2830.897949
	Iteration 36Q: 3 clusters Score -837261.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -837285.750000 Penalty: 2830.897949
	Iteration 37Q: 3 clusters Score -837285.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -837303.750000 Penalty: 2830.897949
	Iteration 38Q: 3 clusters Score -837303.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -837317.875000 Penalty: 2830.897949
	Iteration 39Q: 3 clusters Score -837317.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -837331.812500 Penalty: 2830.897949
	Iteration 40F: 3 clusters Score -837331.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -837347.937500 Penalty: 2830.897949
	Iteration 41Q: 3 clusters Score -837347.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -837364.937500 Penalty: 2830.897949
	Iteration 42Q: 3 clusters Score -837364.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -837378.312500 Penalty: 2830.897949
	Iteration 43Q: 3 clusters Score -837378.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -837387.187500 Penalty: 2830.897949
	Iteration 44Q: 3 clusters Score -837387.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -837391.500000 Penalty: 2830.897949
	Iteration 45Q: 3 clusters Score -837391.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -837395.187500 Penalty: 2830.897949
	Iteration 46Q: 3 clusters Score -837395.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -837398.812500 Penalty: 2830.897949
	Iteration 47Q: 3 clusters Score -837398.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -837398.375000 Penalty: 2830.897949
	Iteration 48Q: 3 clusters Score -837398.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -837399.875000 Penalty: 2830.897949
	Iteration 49Q: 3 clusters Score -837399.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -837400.750000 Penalty: 2830.897949
	Iteration 50Q: 3 clusters Score -837400.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -837400.562500 Penalty: 2830.897949
	Iteration 51Q: 3 clusters Score -837400.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -837403.562500 Penalty: 2830.897949
	Iteration 52Q: 3 clusters Score -837403.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -837406.875000 Penalty: 2830.897949
	Iteration 53Q: 3 clusters Score -837406.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -837407.562500 Penalty: 2830.897949
	Iteration 54Q: 3 clusters Score -837407.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -837408.312500 Penalty: 2830.897949
	Iteration 55Q: 3 clusters Score -837408.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -837409.500000 Penalty: 2830.897949
	Iteration 56Q: 3 clusters Score -837409.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -837409.562500 Penalty: 2830.897949
	Iteration 57Q: 3 clusters Score -837409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -837409.000000 Penalty: 2830.897949
	Iteration 58Q: 3 clusters Score -837409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -837409.000000 Penalty: 2830.897949
	Iteration 59F: 3 clusters Score -837409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Entering Unmasked Estep 
Score: -1154200.000000 Penalty: 1456.013306
	Iteration 0F: 2 clusters Score -1154200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1148427.750000 Penalty: 2912.026611
	Iteration 0F: 3 clusters Score -1148428 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1150126.375000 Penalty: 2912.026611
	Iteration 1F: 3 clusters Score -1150126 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1150311.500000 Penalty: 2912.026611
	Iteration 2F: 3 clusters Score -1150312 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1150455.625000 Penalty: 2912.026611
	Iteration 3Q: 3 clusters Score -1150456 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1150582.250000 Penalty: 2912.026611
	Iteration 4Q: 3 clusters Score -1150582 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1150715.750000 Penalty: 2912.026611
	Iteration 5Q: 3 clusters Score -1150716 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1150858.250000 Penalty: 2912.026611
	Iteration 6Q: 3 clusters Score -1150858 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1150993.250000 Penalty: 2912.026611
	Iteration 7Q: 3 clusters Score -1150993 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1151172.875000 Penalty: 2912.026611
	Iteration 8Q: 3 clusters Score -1151173 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1151372.375000 Penalty: 2912.026611
	Iteration 9Q: 3 clusters Score -1151372 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1151588.750000 Penalty: 2912.026611
	Iteration 10Q: 3 clusters Score -1151589 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1151817.875000 Penalty: 2912.026611
	Iteration 11Q: 3 clusters Score -1151818 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1152059.750000 Penalty: 2912.026611
	Iteration 12Q: 3 clusters Score -1152060 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1152282.250000 Penalty: 2912.026611
	Iteration 13Q: 3 clusters Score -1152282 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1152482.250000 Penalty: 2912.026611
	Iteration 14Q: 3 clusters Score -1152482 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1152622.750000 Penalty: 2912.026611
	Iteration 15Q: 3 clusters Score -1152623 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1152723.250000 Penalty: 2912.026611
	Iteration 16Q: 3 clusters Score -1152723 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1152780.875000 Penalty: 2912.026611
	Iteration 17Q: 3 clusters Score -1152781 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1152824.750000 Penalty: 2912.026611
	Iteration 18Q: 3 clusters Score -1152825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1152848.125000 Penalty: 2912.026611
	Iteration 19Q: 3 clusters Score -1152848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1152865.625000 Penalty: 2912.026611
	Iteration 20F: 3 clusters Score -1152866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1152874.250000 Penalty: 2912.026611
	Iteration 21Q: 3 clusters Score -1152874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1152877.500000 Penalty: 2912.026611
	Iteration 22Q: 3 clusters Score -1152878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1152883.750000 Penalty: 2912.026611
	Iteration 23Q: 3 clusters Score -1152884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1152888.750000 Penalty: 2912.026611
	Iteration 24Q: 3 clusters Score -1152889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1152897.000000 Penalty: 2912.026611
	Iteration 25Q: 3 clusters Score -1152897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1152902.375000 Penalty: 2912.026611
	Iteration 26Q: 3 clusters Score -1152902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1152905.500000 Penalty: 2912.026611
	Iteration 27Q: 3 clusters Score -1152906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1152909.750000 Penalty: 2912.026611
	Iteration 28Q: 3 clusters Score -1152910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1152909.750000 Penalty: 2912.026611
	Iteration 29F: 3 clusters Score -1152910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -626350.812500 Penalty: 1352.389038
	Iteration 0F: 2 clusters Score -626350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -622909.062500 Penalty: 2704.778076
	Iteration 0F: 3 clusters Score -622909.1 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -623793.375000 Penalty: 2704.778076
	Iteration 1F: 3 clusters Score -623793.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -623983.500000 Penalty: 2704.778076
	Iteration 2F: 3 clusters Score -623983.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -624091.375000 Penalty: 2704.778076
	Iteration 3F: 3 clusters Score -624091.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -624160.187500 Penalty: 2704.778076
	Iteration 4Q: 3 clusters Score -624160.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -624229.562500 Penalty: 2704.778076
	Iteration 5Q: 3 clusters Score -624229.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -624315.000000 Penalty: 2704.778076
	Iteration 6Q: 3 clusters Score -624315 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -624400.250000 Penalty: 2704.778076
	Iteration 7Q: 3 clusters Score -624400.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -624477.312500 Penalty: 2704.778076
	Iteration 8Q: 3 clusters Score -624477.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -624556.125000 Penalty: 2704.778076
	Iteration 9Q: 3 clusters Score -624556.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -624631.812500 Penalty: 2704.778076
	Iteration 10Q: 3 clusters Score -624631.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -624714.687500 Penalty: 2704.778076
	Iteration 11Q: 3 clusters Score -624714.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -624804.375000 Penalty: 2704.778076
	Iteration 12Q: 3 clusters Score -624804.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -624877.562500 Penalty: 2704.778076
	Iteration 13Q: 3 clusters Score -624877.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -624942.250000 Penalty: 2704.778076
	Iteration 14Q: 3 clusters Score -624942.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -624997.062500 Penalty: 2704.778076
	Iteration 15Q: 3 clusters Score -624997.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -625046.500000 Penalty: 2704.778076
	Iteration 16Q: 3 clusters Score -625046.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -625077.062500 Penalty: 2704.778076
	Iteration 17Q: 3 clusters Score -625077.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -625097.750000 Penalty: 2704.778076
	Iteration 18Q: 3 clusters Score -625097.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -625113.000000 Penalty: 2704.778076
	Iteration 19Q: 3 clusters Score -625113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -625130.500000 Penalty: 2704.778076
	Iteration 20F: 3 clusters Score -625130.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -625143.250000 Penalty: 2704.778076
	Iteration 21Q: 3 clusters Score -625143.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -625153.000000 Penalty: 2704.778076
	Iteration 22Q: 3 clusters Score -625153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -625160.250000 Penalty: 2704.778076
	Iteration 23Q: 3 clusters Score -625160.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -625164.562500 Penalty: 2704.778076
	Iteration 24Q: 3 clusters Score -625164.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -625167.125000 Penalty: 2704.778076
	Iteration 25Q: 3 clusters Score -625167.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -625169.125000 Penalty: 2704.778076
	Iteration 26Q: 3 clusters Score -625169.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -625169.625000 Penalty: 2704.778076
	Iteration 27Q: 3 clusters Score -625169.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -625170.250000 Penalty: 2704.778076
	Iteration 28Q: 3 clusters Score -625170.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -625170.062500 Penalty: 2704.778076
	Iteration 29Q: 3 clusters Score -625170.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -625172.625000 Penalty: 2704.778076
	Iteration 30Q: 3 clusters Score -625172.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -625174.312500 Penalty: 2704.778076
	Iteration 31Q: 3 clusters Score -625174.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -625175.375000 Penalty: 2704.778076
	Iteration 32Q: 3 clusters Score -625175.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -625177.562500 Penalty: 2704.778076
	Iteration 33Q: 3 clusters Score -625177.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -625179.937500 Penalty: 2704.778076
	Iteration 34Q: 3 clusters Score -625179.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -625184.312500 Penalty: 2704.778076
	Iteration 35Q: 3 clusters Score -625184.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -625190.187500 Penalty: 2704.778076
	Iteration 36Q: 3 clusters Score -625190.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -625190.187500 Penalty: 2704.778076
	Iteration 37F: 3 clusters Score -625190.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -141893.562500 Penalty: 1129.351685
	Iteration 0F: 2 clusters Score -141893.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -140430.968750 Penalty: 2258.703369
	Iteration 0F: 3 clusters Score -140431 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -140726.437500 Penalty: 2258.703369
	Iteration 1F: 3 clusters Score -140726.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -140859.265625 Penalty: 2258.703369
	Iteration 2F: 3 clusters Score -140859.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -140939.750000 Penalty: 2258.703369
	Iteration 3F: 3 clusters Score -140939.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -140986.046875 Penalty: 2258.703369
	Iteration 4Q: 3 clusters Score -140986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -141039.328125 Penalty: 2258.703369
	Iteration 5Q: 3 clusters Score -141039.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -141067.750000 Penalty: 2258.703369
	Iteration 6Q: 3 clusters Score -141067.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -141096.546875 Penalty: 2258.703369
	Iteration 7Q: 3 clusters Score -141096.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -141126.421875 Penalty: 2258.703369
	Iteration 8Q: 3 clusters Score -141126.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -141150.890625 Penalty: 2258.703369
	Iteration 9Q: 3 clusters Score -141150.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -141166.062500 Penalty: 2258.703369
	Iteration 10Q: 3 clusters Score -141166.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -141181.359375 Penalty: 2258.703369
	Iteration 11Q: 3 clusters Score -141181.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -141198.890625 Penalty: 2258.703369
	Iteration 12Q: 3 clusters Score -141198.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -141206.171875 Penalty: 2258.703369
	Iteration 13Q: 3 clusters Score -141206.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -141213.500000 Penalty: 2258.703369
	Iteration 14Q: 3 clusters Score -141213.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -141217.625000 Penalty: 2258.703369
	Iteration 15Q: 3 clusters Score -141217.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -141223.500000 Penalty: 2258.703369
	Iteration 16Q: 3 clusters Score -141223.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -141225.046875 Penalty: 2258.703369
	Iteration 17Q: 3 clusters Score -141225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -141225.843750 Penalty: 2258.703369
	Iteration 18Q: 3 clusters Score -141225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -141227.265625 Penalty: 2258.703369
	Iteration 19Q: 3 clusters Score -141227.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -141230.218750 Penalty: 2258.703369
	Iteration 20F: 3 clusters Score -141230.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -141231.250000 Penalty: 2258.703369
	Iteration 21Q: 3 clusters Score -141231.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -141236.203125 Penalty: 2258.703369
	Iteration 22Q: 3 clusters Score -141236.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -141240.921875 Penalty: 2258.703369
	Iteration 23Q: 3 clusters Score -141240.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -141244.171875 Penalty: 2258.703369
	Iteration 24Q: 3 clusters Score -141244.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -141248.437500 Penalty: 2258.703369
	Iteration 25Q: 3 clusters Score -141248.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -141259.546875 Penalty: 2258.703369
	Iteration 26Q: 3 clusters Score -141259.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -141269.265625 Penalty: 2258.703369
	Iteration 27Q: 3 clusters Score -141269.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -141287.203125 Penalty: 2258.703369
	Iteration 28Q: 3 clusters Score -141287.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -141294.031250 Penalty: 2258.703369
	Iteration 29Q: 3 clusters Score -141294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -141296.875000 Penalty: 2258.703369
	Iteration 30Q: 3 clusters Score -141296.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -141298.171875 Penalty: 2258.703369
	Iteration 31Q: 3 clusters Score -141298.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -141298.171875 Penalty: 2258.703369
	Iteration 32F: 3 clusters Score -141298.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -99592.414062 Penalty: 1094.757202
	Iteration 0F: 2 clusters Score -99592.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98301.703125 Penalty: 2189.514404
	Iteration 0F: 3 clusters Score -98301.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -98601.640625 Penalty: 2189.514404
	Iteration 1F: 3 clusters Score -98601.64 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -98694.882812 Penalty: 2189.514404
	Iteration 2F: 3 clusters Score -98694.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -98747.257812 Penalty: 2189.514404
	Iteration 3Q: 3 clusters Score -98747.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -98778.132812 Penalty: 2189.514404
	Iteration 4Q: 3 clusters Score -98778.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -98803.031250 Penalty: 2189.514404
	Iteration 5Q: 3 clusters Score -98803.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -98821.546875 Penalty: 2189.514404
	Iteration 6Q: 3 clusters Score -98821.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -98848.984375 Penalty: 2189.514404
	Iteration 7Q: 3 clusters Score -98848.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -98864.867188 Penalty: 2189.514404
	Iteration 8Q: 3 clusters Score -98864.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -98876.304688 Penalty: 2189.514404
	Iteration 9Q: 3 clusters Score -98876.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -98886.890625 Penalty: 2189.514404
	Iteration 10Q: 3 clusters Score -98886.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -98895.914062 Penalty: 2189.514404
	Iteration 11Q: 3 clusters Score -98895.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -98900.148438 Penalty: 2189.514404
	Iteration 12Q: 3 clusters Score -98900.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -98901.445312 Penalty: 2189.514404
	Iteration 13Q: 3 clusters Score -98901.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -98908.484375 Penalty: 2189.514404
	Iteration 14Q: 3 clusters Score -98908.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -98915.671875 Penalty: 2189.514404
	Iteration 15Q: 3 clusters Score -98915.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -98918.617188 Penalty: 2189.514404
	Iteration 16Q: 3 clusters Score -98918.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -98919.875000 Penalty: 2189.514404
	Iteration 17Q: 3 clusters Score -98919.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -98921.117188 Penalty: 2189.514404
	Iteration 18Q: 3 clusters Score -98921.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -98922.101562 Penalty: 2189.514404
	Iteration 19Q: 3 clusters Score -98922.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -98924.156250 Penalty: 2189.514404
	Iteration 20F: 3 clusters Score -98924.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -98929.968750 Penalty: 2189.514404
	Iteration 21Q: 3 clusters Score -98929.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -98936.898438 Penalty: 2189.514404
	Iteration 22Q: 3 clusters Score -98936.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -98948.648438 Penalty: 2189.514404
	Iteration 23Q: 3 clusters Score -98948.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -98957.125000 Penalty: 2189.514404
	Iteration 24Q: 3 clusters Score -98957.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -98965.367188 Penalty: 2189.514404
	Iteration 25Q: 3 clusters Score -98965.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -98970.484375 Penalty: 2189.514404
	Iteration 26Q: 3 clusters Score -98970.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -98971.250000 Penalty: 2189.514404
	Iteration 27Q: 3 clusters Score -98971.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -98973.648438 Penalty: 2189.514404
	Iteration 28Q: 3 clusters Score -98973.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -98975.453125 Penalty: 2189.514404
	Iteration 29Q: 3 clusters Score -98975.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -98979.820312 Penalty: 2189.514404
	Iteration 30Q: 3 clusters Score -98979.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -98982.859375 Penalty: 2189.514404
	Iteration 31Q: 3 clusters Score -98982.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -98983.703125 Penalty: 2189.514404
	Iteration 32Q: 3 clusters Score -98983.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -98984.609375 Penalty: 2189.514404
	Iteration 33Q: 3 clusters Score -98984.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -98984.960938 Penalty: 2189.514404
	Iteration 34Q: 3 clusters Score -98984.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -98984.960938 Penalty: 2189.514404
	Iteration 35F: 3 clusters Score -98984.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Entering Unmasked Estep 
Score: -375836.093750 Penalty: 1303.080078
	Iteration 0F: 2 clusters Score -375836.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -373119.937500 Penalty: 2606.160156
	Iteration 0F: 3 clusters Score -373119.9 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -374142.031250 Penalty: 2606.160156
	Iteration 1F: 3 clusters Score -374142 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -374723.250000 Penalty: 2606.160156
	Iteration 2F: 3 clusters Score -374723.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -375247.312500 Penalty: 2606.160156
	Iteration 3F: 3 clusters Score -375247.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -375565.562500 Penalty: 2606.160156
	Iteration 4F: 3 clusters Score -375565.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -375733.375000 Penalty: 2606.160156
	Iteration 5F: 3 clusters Score -375733.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -375792.406250 Penalty: 2606.160156
	Iteration 6Q: 3 clusters Score -375792.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -375823.843750 Penalty: 2606.160156
	Iteration 7Q: 3 clusters Score -375823.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -375841.968750 Penalty: 2606.160156
	Iteration 8Q: 3 clusters Score -375842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -375847.781250 Penalty: 2606.160156
	Iteration 9Q: 3 clusters Score -375847.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -375850.093750 Penalty: 2606.160156
	Iteration 10Q: 3 clusters Score -375850.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -375852.250000 Penalty: 2606.160156
	Iteration 11Q: 3 clusters Score -375852.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -375851.937500 Penalty: 2606.160156
	Iteration 12Q: 3 clusters Score -375851.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -375851.937500 Penalty: 2606.160156
	Iteration 13F: 3 clusters Score -375851.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10444 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31434 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 7786 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 21553 members 
Mstep: Class 18 contains 1388 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4962 members 
Mstep: Class 22 contains 1988 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10947 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9412 members 
Mstep: Class 29 contains 14698 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 12889 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6606 members 
Mstep: Class 37 contains 9606 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28968 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 15022 members 
Mstep: Class 46 contains 14296 members 
Mstep: Class 47 contains 3695 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 19599 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13283 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6696 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13015 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 17111 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19701 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 25238 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Mstep: Class 86 contains 1909 members 
Entering Unmasked Estep 
Score: -85934536.000000 Penalty: 185964.312500
Splitting cluster 16 changes total score from -85935336.000000 to -85934536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (21553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Entering Unmasked Estep 
Score: -3306137.750000 Penalty: 1621.468994
	Iteration 0F: 2 clusters Score -3306138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3292362.250000 Penalty: 3242.937988
	Iteration 0F: 3 clusters Score -3292362 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -3297788.000000 Penalty: 3242.937988
	Iteration 1F: 3 clusters Score -3297788 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -3298192.000000 Penalty: 3242.937988
	Iteration 2Q: 3 clusters Score -3298192 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3298618.250000 Penalty: 3242.937988
	Iteration 3Q: 3 clusters Score -3298618 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -3299061.750000 Penalty: 3242.937988
	Iteration 4Q: 3 clusters Score -3299062 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -3299441.250000 Penalty: 3242.937988
	Iteration 5Q: 3 clusters Score -3299441 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -3299832.500000 Penalty: 3242.937988
	Iteration 6Q: 3 clusters Score -3299832 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -3300239.750000 Penalty: 3242.937988
	Iteration 7Q: 3 clusters Score -3300240 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -3300656.000000 Penalty: 3242.937988
	Iteration 8Q: 3 clusters Score -3300656 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3301125.500000 Penalty: 3242.937988
	Iteration 9Q: 3 clusters Score -3301126 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3301553.500000 Penalty: 3242.937988
	Iteration 10Q: 3 clusters Score -3301554 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -3302000.750000 Penalty: 3242.937988
	Iteration 11Q: 3 clusters Score -3302001 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -3302336.250000 Penalty: 3242.937988
	Iteration 12Q: 3 clusters Score -3302336 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -3302598.000000 Penalty: 3242.937988
	Iteration 13Q: 3 clusters Score -3302598 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -3302793.250000 Penalty: 3242.937988
	Iteration 14Q: 3 clusters Score -3302793 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3302958.500000 Penalty: 3242.937988
	Iteration 15Q: 3 clusters Score -3302958 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -3303072.000000 Penalty: 3242.937988
	Iteration 16Q: 3 clusters Score -3303072 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -3303169.000000 Penalty: 3242.937988
	Iteration 17Q: 3 clusters Score -3303169 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -3303247.000000 Penalty: 3242.937988
	Iteration 18Q: 3 clusters Score -3303247 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -3303328.000000 Penalty: 3242.937988
	Iteration 19Q: 3 clusters Score -3303328 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -3303417.000000 Penalty: 3242.937988
	Iteration 20F: 3 clusters Score -3303417 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -3303512.750000 Penalty: 3242.937988
	Iteration 21Q: 3 clusters Score -3303513 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -3303612.750000 Penalty: 3242.937988
	Iteration 22Q: 3 clusters Score -3303613 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -3303701.000000 Penalty: 3242.937988
	Iteration 23Q: 3 clusters Score -3303701 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -3303784.500000 Penalty: 3242.937988
	Iteration 24Q: 3 clusters Score -3303784 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -3303851.250000 Penalty: 3242.937988
	Iteration 25Q: 3 clusters Score -3303851 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -3303943.500000 Penalty: 3242.937988
	Iteration 26Q: 3 clusters Score -3303944 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3304024.500000 Penalty: 3242.937988
	Iteration 27Q: 3 clusters Score -3304024 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -3304092.750000 Penalty: 3242.937988
	Iteration 28Q: 3 clusters Score -3304093 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -3304153.500000 Penalty: 3242.937988
	Iteration 29Q: 3 clusters Score -3304154 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -3304196.750000 Penalty: 3242.937988
	Iteration 30Q: 3 clusters Score -3304197 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3304243.000000 Penalty: 3242.937988
	Iteration 31Q: 3 clusters Score -3304243 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -3304280.500000 Penalty: 3242.937988
	Iteration 32Q: 3 clusters Score -3304280 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -3304348.750000 Penalty: 3242.937988
	Iteration 33Q: 3 clusters Score -3304349 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3304394.750000 Penalty: 3242.937988
	Iteration 34Q: 3 clusters Score -3304395 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -3304429.750000 Penalty: 3242.937988
	Iteration 35Q: 3 clusters Score -3304430 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -3304492.750000 Penalty: 3242.937988
	Iteration 36Q: 3 clusters Score -3304493 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -3304537.000000 Penalty: 3242.937988
	Iteration 37Q: 3 clusters Score -3304537 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -3304566.000000 Penalty: 3242.937988
	Iteration 38Q: 3 clusters Score -3304566 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -3304586.500000 Penalty: 3242.937988
	Iteration 39Q: 3 clusters Score -3304586 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -3304591.250000 Penalty: 3242.937988
	Iteration 40F: 3 clusters Score -3304591 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -3304604.500000 Penalty: 3242.937988
	Iteration 41Q: 3 clusters Score -3304604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -3304623.000000 Penalty: 3242.937988
	Iteration 42Q: 3 clusters Score -3304623 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -3304643.250000 Penalty: 3242.937988
	Iteration 43Q: 3 clusters Score -3304643 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -3304666.000000 Penalty: 3242.937988
	Iteration 44Q: 3 clusters Score -3304666 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -3304691.500000 Penalty: 3242.937988
	Iteration 45Q: 3 clusters Score -3304692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -3304705.750000 Penalty: 3242.937988
	Iteration 46Q: 3 clusters Score -3304706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -3304719.000000 Penalty: 3242.937988
	Iteration 47Q: 3 clusters Score -3304719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -3304718.000000 Penalty: 3242.937988
	Iteration 48Q: 3 clusters Score -3304718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -3304727.250000 Penalty: 3242.937988
	Iteration 49Q: 3 clusters Score -3304727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3304733.250000 Penalty: 3242.937988
	Iteration 50Q: 3 clusters Score -3304733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3304746.000000 Penalty: 3242.937988
	Iteration 51Q: 3 clusters Score -3304746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -3304748.250000 Penalty: 3242.937988
	Iteration 52Q: 3 clusters Score -3304748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -3304750.250000 Penalty: 3242.937988
	Iteration 53Q: 3 clusters Score -3304750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -3304753.750000 Penalty: 3242.937988
	Iteration 54Q: 3 clusters Score -3304754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -3304758.250000 Penalty: 3242.937988
	Iteration 55Q: 3 clusters Score -3304758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -3304758.750000 Penalty: 3242.937988
	Iteration 56Q: 3 clusters Score -3304759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -3304758.000000 Penalty: 3242.937988
	Iteration 57Q: 3 clusters Score -3304758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -3304760.250000 Penalty: 3242.937988
	Iteration 58Q: 3 clusters Score -3304760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3304755.750000 Penalty: 3242.937988
	Iteration 59Q: 3 clusters Score -3304756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -3304761.500000 Penalty: 3242.937988
	Iteration 60F: 3 clusters Score -3304762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -3304760.500000 Penalty: 3242.937988
	Iteration 61Q: 3 clusters Score -3304760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -3304759.250000 Penalty: 3242.937988
	Iteration 62Q: 3 clusters Score -3304759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -3304765.000000 Penalty: 3242.937988
	Iteration 63Q: 3 clusters Score -3304765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -3304767.750000 Penalty: 3242.937988
	Iteration 64Q: 3 clusters Score -3304768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -3304769.750000 Penalty: 3242.937988
	Iteration 65Q: 3 clusters Score -3304770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -3304770.000000 Penalty: 3242.937988
	Iteration 66Q: 3 clusters Score -3304770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -3304769.250000 Penalty: 3242.937988
	Iteration 67Q: 3 clusters Score -3304769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -3304769.250000 Penalty: 3242.937988
	Iteration 68F: 3 clusters Score -3304769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -188665.171875 Penalty: 1175.788086
	Iteration 0F: 2 clusters Score -188665.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -187026.593750 Penalty: 2351.576172
	Iteration 0F: 3 clusters Score -187026.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -187398.656250 Penalty: 2351.576172
	Iteration 1F: 3 clusters Score -187398.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -187501.687500 Penalty: 2351.576172
	Iteration 2F: 3 clusters Score -187501.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -187566.609375 Penalty: 2351.576172
	Iteration 3Q: 3 clusters Score -187566.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -187621.109375 Penalty: 2351.576172
	Iteration 4Q: 3 clusters Score -187621.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -187648.406250 Penalty: 2351.576172
	Iteration 5Q: 3 clusters Score -187648.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -187674.500000 Penalty: 2351.576172
	Iteration 6Q: 3 clusters Score -187674.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -187704.125000 Penalty: 2351.576172
	Iteration 7Q: 3 clusters Score -187704.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -187725.671875 Penalty: 2351.576172
	Iteration 8Q: 3 clusters Score -187725.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -187744.468750 Penalty: 2351.576172
	Iteration 9Q: 3 clusters Score -187744.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -187761.796875 Penalty: 2351.576172
	Iteration 10Q: 3 clusters Score -187761.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -187783.250000 Penalty: 2351.576172
	Iteration 11Q: 3 clusters Score -187783.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -187813.296875 Penalty: 2351.576172
	Iteration 12Q: 3 clusters Score -187813.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -187848.906250 Penalty: 2351.576172
	Iteration 13Q: 3 clusters Score -187848.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -187878.953125 Penalty: 2351.576172
	Iteration 14Q: 3 clusters Score -187879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -187907.921875 Penalty: 2351.576172
	Iteration 15Q: 3 clusters Score -187907.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -187929.656250 Penalty: 2351.576172
	Iteration 16Q: 3 clusters Score -187929.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -187953.781250 Penalty: 2351.576172
	Iteration 17Q: 3 clusters Score -187953.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -187972.734375 Penalty: 2351.576172
	Iteration 18Q: 3 clusters Score -187972.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -187990.109375 Penalty: 2351.576172
	Iteration 19Q: 3 clusters Score -187990.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -188006.937500 Penalty: 2351.576172
	Iteration 20F: 3 clusters Score -188006.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -188021.343750 Penalty: 2351.576172
	Iteration 21Q: 3 clusters Score -188021.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -188029.781250 Penalty: 2351.576172
	Iteration 22Q: 3 clusters Score -188029.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -188036.984375 Penalty: 2351.576172
	Iteration 23Q: 3 clusters Score -188037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -188041.578125 Penalty: 2351.576172
	Iteration 24Q: 3 clusters Score -188041.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -188042.593750 Penalty: 2351.576172
	Iteration 25Q: 3 clusters Score -188042.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -188043.375000 Penalty: 2351.576172
	Iteration 26Q: 3 clusters Score -188043.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -188044.453125 Penalty: 2351.576172
	Iteration 27Q: 3 clusters Score -188044.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -188044.453125 Penalty: 2351.576172
	Iteration 28F: 3 clusters Score -188044.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -327312.187500 Penalty: 1270.560303
	Iteration 0F: 2 clusters Score -327312.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -324953.968750 Penalty: 2541.120605
	Iteration 0F: 3 clusters Score -324954 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -325499.937500 Penalty: 2541.120605
	Iteration 1F: 3 clusters Score -325499.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -325599.718750 Penalty: 2541.120605
	Iteration 2F: 3 clusters Score -325599.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -325672.750000 Penalty: 2541.120605
	Iteration 3Q: 3 clusters Score -325672.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -325726.718750 Penalty: 2541.120605
	Iteration 4Q: 3 clusters Score -325726.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -325769.375000 Penalty: 2541.120605
	Iteration 5Q: 3 clusters Score -325769.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -325805.375000 Penalty: 2541.120605
	Iteration 6Q: 3 clusters Score -325805.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -325830.875000 Penalty: 2541.120605
	Iteration 7Q: 3 clusters Score -325830.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -325860.687500 Penalty: 2541.120605
	Iteration 8Q: 3 clusters Score -325860.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -325887.406250 Penalty: 2541.120605
	Iteration 9Q: 3 clusters Score -325887.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -325912.718750 Penalty: 2541.120605
	Iteration 10Q: 3 clusters Score -325912.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -325952.156250 Penalty: 2541.120605
	Iteration 11Q: 3 clusters Score -325952.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -326004.906250 Penalty: 2541.120605
	Iteration 12Q: 3 clusters Score -326004.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -326075.250000 Penalty: 2541.120605
	Iteration 13Q: 3 clusters Score -326075.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -326168.281250 Penalty: 2541.120605
	Iteration 14Q: 3 clusters Score -326168.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -326266.343750 Penalty: 2541.120605
	Iteration 15Q: 3 clusters Score -326266.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -326361.500000 Penalty: 2541.120605
	Iteration 16Q: 3 clusters Score -326361.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -326436.500000 Penalty: 2541.120605
	Iteration 17Q: 3 clusters Score -326436.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -326505.187500 Penalty: 2541.120605
	Iteration 18Q: 3 clusters Score -326505.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -326591.968750 Penalty: 2541.120605
	Iteration 19Q: 3 clusters Score -326592 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -326642.250000 Penalty: 2541.120605
	Iteration 20F: 3 clusters Score -326642.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -326669.281250 Penalty: 2541.120605
	Iteration 21Q: 3 clusters Score -326669.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -326689.218750 Penalty: 2541.120605
	Iteration 22Q: 3 clusters Score -326689.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -326701.125000 Penalty: 2541.120605
	Iteration 23Q: 3 clusters Score -326701.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -326708.750000 Penalty: 2541.120605
	Iteration 24Q: 3 clusters Score -326708.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -326713.593750 Penalty: 2541.120605
	Iteration 25Q: 3 clusters Score -326713.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -326716.468750 Penalty: 2541.120605
	Iteration 26Q: 3 clusters Score -326716.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -326718.187500 Penalty: 2541.120605
	Iteration 27Q: 3 clusters Score -326718.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -326718.750000 Penalty: 2541.120605
	Iteration 28Q: 3 clusters Score -326718.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -326722.281250 Penalty: 2541.120605
	Iteration 29Q: 3 clusters Score -326722.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -326728.812500 Penalty: 2541.120605
	Iteration 30Q: 3 clusters Score -326728.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -326732.281250 Penalty: 2541.120605
	Iteration 31Q: 3 clusters Score -326732.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -326738.093750 Penalty: 2541.120605
	Iteration 32Q: 3 clusters Score -326738.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -326742.000000 Penalty: 2541.120605
	Iteration 33Q: 3 clusters Score -326742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -326746.718750 Penalty: 2541.120605
	Iteration 34Q: 3 clusters Score -326746.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -326754.406250 Penalty: 2541.120605
	Iteration 35Q: 3 clusters Score -326754.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -326755.593750 Penalty: 2541.120605
	Iteration 36Q: 3 clusters Score -326755.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -326756.625000 Penalty: 2541.120605
	Iteration 37Q: 3 clusters Score -326756.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -326758.406250 Penalty: 2541.120605
	Iteration 38Q: 3 clusters Score -326758.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -326759.406250 Penalty: 2541.120605
	Iteration 39Q: 3 clusters Score -326759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -326759.750000 Penalty: 2541.120605
	Iteration 40F: 3 clusters Score -326759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -326760.437500 Penalty: 2541.120605
	Iteration 41Q: 3 clusters Score -326760.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -326760.437500 Penalty: 2541.120605
	Iteration 42F: 3 clusters Score -326760.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Entering Unmasked Estep 
Score: -2135673.500000 Penalty: 1550.752441
	Iteration 0F: 2 clusters Score -2135674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2126065.750000 Penalty: 3101.504883
	Iteration 0F: 3 clusters Score -2126066 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2129443.000000 Penalty: 3101.504883
	Iteration 1F: 3 clusters Score -2129443 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2129768.750000 Penalty: 3101.504883
	Iteration 2F: 3 clusters Score -2129769 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2130028.750000 Penalty: 3101.504883
	Iteration 3Q: 3 clusters Score -2130029 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2130272.750000 Penalty: 3101.504883
	Iteration 4Q: 3 clusters Score -2130273 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2130513.500000 Penalty: 3101.504883
	Iteration 5Q: 3 clusters Score -2130514 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2130794.250000 Penalty: 3101.504883
	Iteration 6Q: 3 clusters Score -2130794 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2131097.750000 Penalty: 3101.504883
	Iteration 7Q: 3 clusters Score -2131098 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2131321.000000 Penalty: 3101.504883
	Iteration 8Q: 3 clusters Score -2131321 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2131513.750000 Penalty: 3101.504883
	Iteration 9Q: 3 clusters Score -2131514 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2131677.500000 Penalty: 3101.504883
	Iteration 10Q: 3 clusters Score -2131678 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2131834.250000 Penalty: 3101.504883
	Iteration 11Q: 3 clusters Score -2131834 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2131970.000000 Penalty: 3101.504883
	Iteration 12Q: 3 clusters Score -2131970 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2132101.500000 Penalty: 3101.504883
	Iteration 13Q: 3 clusters Score -2132102 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2132219.250000 Penalty: 3101.504883
	Iteration 14Q: 3 clusters Score -2132219 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2132346.500000 Penalty: 3101.504883
	Iteration 15Q: 3 clusters Score -2132346 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2132464.000000 Penalty: 3101.504883
	Iteration 16Q: 3 clusters Score -2132464 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2132590.000000 Penalty: 3101.504883
	Iteration 17Q: 3 clusters Score -2132590 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2132732.750000 Penalty: 3101.504883
	Iteration 18Q: 3 clusters Score -2132733 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2132857.250000 Penalty: 3101.504883
	Iteration 19Q: 3 clusters Score -2132857 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2132971.500000 Penalty: 3101.504883
	Iteration 20F: 3 clusters Score -2132972 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2133085.250000 Penalty: 3101.504883
	Iteration 21Q: 3 clusters Score -2133085 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2133185.750000 Penalty: 3101.504883
	Iteration 22Q: 3 clusters Score -2133186 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2133284.750000 Penalty: 3101.504883
	Iteration 23Q: 3 clusters Score -2133285 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2133380.750000 Penalty: 3101.504883
	Iteration 24Q: 3 clusters Score -2133381 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2133489.750000 Penalty: 3101.504883
	Iteration 25Q: 3 clusters Score -2133490 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2133588.250000 Penalty: 3101.504883
	Iteration 26Q: 3 clusters Score -2133588 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2133685.500000 Penalty: 3101.504883
	Iteration 27Q: 3 clusters Score -2133686 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2133761.250000 Penalty: 3101.504883
	Iteration 28Q: 3 clusters Score -2133761 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2133825.000000 Penalty: 3101.504883
	Iteration 29Q: 3 clusters Score -2133825 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2133876.500000 Penalty: 3101.504883
	Iteration 30Q: 3 clusters Score -2133876 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2133925.750000 Penalty: 3101.504883
	Iteration 31Q: 3 clusters Score -2133926 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2133979.000000 Penalty: 3101.504883
	Iteration 32Q: 3 clusters Score -2133979 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2134019.500000 Penalty: 3101.504883
	Iteration 33Q: 3 clusters Score -2134020 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2134072.750000 Penalty: 3101.504883
	Iteration 34Q: 3 clusters Score -2134073 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2134111.250000 Penalty: 3101.504883
	Iteration 35Q: 3 clusters Score -2134111 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2134151.000000 Penalty: 3101.504883
	Iteration 36Q: 3 clusters Score -2134151 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2134162.750000 Penalty: 3101.504883
	Iteration 37Q: 3 clusters Score -2134163 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2134182.250000 Penalty: 3101.504883
	Iteration 38Q: 3 clusters Score -2134182 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2134198.250000 Penalty: 3101.504883
	Iteration 39Q: 3 clusters Score -2134198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2134205.500000 Penalty: 3101.504883
	Iteration 40F: 3 clusters Score -2134206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2134217.500000 Penalty: 3101.504883
	Iteration 41Q: 3 clusters Score -2134218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2134223.750000 Penalty: 3101.504883
	Iteration 42Q: 3 clusters Score -2134224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2134237.000000 Penalty: 3101.504883
	Iteration 43Q: 3 clusters Score -2134237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2134242.750000 Penalty: 3101.504883
	Iteration 44Q: 3 clusters Score -2134243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2134247.500000 Penalty: 3101.504883
	Iteration 45Q: 3 clusters Score -2134248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2134253.250000 Penalty: 3101.504883
	Iteration 46Q: 3 clusters Score -2134253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2134255.500000 Penalty: 3101.504883
	Iteration 47Q: 3 clusters Score -2134256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2134260.500000 Penalty: 3101.504883
	Iteration 48Q: 3 clusters Score -2134260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2134261.750000 Penalty: 3101.504883
	Iteration 49Q: 3 clusters Score -2134262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2134265.250000 Penalty: 3101.504883
	Iteration 50Q: 3 clusters Score -2134265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2134266.250000 Penalty: 3101.504883
	Iteration 51Q: 3 clusters Score -2134266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2134268.250000 Penalty: 3101.504883
	Iteration 52Q: 3 clusters Score -2134268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2134266.500000 Penalty: 3101.504883
	Iteration 53Q: 3 clusters Score -2134266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2134266.250000 Penalty: 3101.504883
	Iteration 54Q: 3 clusters Score -2134266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2134266.000000 Penalty: 3101.504883
	Iteration 55Q: 3 clusters Score -2134266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2134265.750000 Penalty: 3101.504883
	Iteration 56Q: 3 clusters Score -2134266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2134269.000000 Penalty: 3101.504883
	Iteration 57Q: 3 clusters Score -2134269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2134268.750000 Penalty: 3101.504883
	Iteration 58Q: 3 clusters Score -2134269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2134271.000000 Penalty: 3101.504883
	Iteration 59Q: 3 clusters Score -2134271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2134270.500000 Penalty: 3101.504883
	Iteration 60F: 3 clusters Score -2134270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Entering Unmasked Estep 
Score: -705914.375000 Penalty: 1382.804199
	Iteration 0F: 2 clusters Score -705914.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -701989.125000 Penalty: 2765.608398
	Iteration 0F: 3 clusters Score -701989.1 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -703118.687500 Penalty: 2765.608398
	Iteration 1F: 3 clusters Score -703118.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -703295.937500 Penalty: 2765.608398
	Iteration 2F: 3 clusters Score -703295.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -703396.437500 Penalty: 2765.608398
	Iteration 3Q: 3 clusters Score -703396.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -703478.562500 Penalty: 2765.608398
	Iteration 4Q: 3 clusters Score -703478.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -703537.437500 Penalty: 2765.608398
	Iteration 5Q: 3 clusters Score -703537.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -703580.187500 Penalty: 2765.608398
	Iteration 6Q: 3 clusters Score -703580.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -703614.625000 Penalty: 2765.608398
	Iteration 7Q: 3 clusters Score -703614.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -703645.187500 Penalty: 2765.608398
	Iteration 8Q: 3 clusters Score -703645.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -703672.812500 Penalty: 2765.608398
	Iteration 9Q: 3 clusters Score -703672.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -703705.187500 Penalty: 2765.608398
	Iteration 10Q: 3 clusters Score -703705.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -703741.812500 Penalty: 2765.608398
	Iteration 11Q: 3 clusters Score -703741.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -703771.687500 Penalty: 2765.608398
	Iteration 12Q: 3 clusters Score -703771.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -703802.375000 Penalty: 2765.608398
	Iteration 13Q: 3 clusters Score -703802.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -703838.500000 Penalty: 2765.608398
	Iteration 14Q: 3 clusters Score -703838.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -703878.812500 Penalty: 2765.608398
	Iteration 15Q: 3 clusters Score -703878.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -703917.625000 Penalty: 2765.608398
	Iteration 16Q: 3 clusters Score -703917.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -703954.312500 Penalty: 2765.608398
	Iteration 17Q: 3 clusters Score -703954.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -704000.250000 Penalty: 2765.608398
	Iteration 18Q: 3 clusters Score -704000.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -704049.312500 Penalty: 2765.608398
	Iteration 19Q: 3 clusters Score -704049.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -704102.187500 Penalty: 2765.608398
	Iteration 20F: 3 clusters Score -704102.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -704166.875000 Penalty: 2765.608398
	Iteration 21Q: 3 clusters Score -704166.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -704253.500000 Penalty: 2765.608398
	Iteration 22Q: 3 clusters Score -704253.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -704346.312500 Penalty: 2765.608398
	Iteration 23Q: 3 clusters Score -704346.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -704426.250000 Penalty: 2765.608398
	Iteration 24Q: 3 clusters Score -704426.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -704512.687500 Penalty: 2765.608398
	Iteration 25Q: 3 clusters Score -704512.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -704589.875000 Penalty: 2765.608398
	Iteration 26Q: 3 clusters Score -704589.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -704654.500000 Penalty: 2765.608398
	Iteration 27Q: 3 clusters Score -704654.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -704729.812500 Penalty: 2765.608398
	Iteration 28Q: 3 clusters Score -704729.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -704791.250000 Penalty: 2765.608398
	Iteration 29Q: 3 clusters Score -704791.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -704852.562500 Penalty: 2765.608398
	Iteration 30Q: 3 clusters Score -704852.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -704897.250000 Penalty: 2765.608398
	Iteration 31Q: 3 clusters Score -704897.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -704924.875000 Penalty: 2765.608398
	Iteration 32Q: 3 clusters Score -704924.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -704940.500000 Penalty: 2765.608398
	Iteration 33Q: 3 clusters Score -704940.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -704954.937500 Penalty: 2765.608398
	Iteration 34Q: 3 clusters Score -704954.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -704961.812500 Penalty: 2765.608398
	Iteration 35Q: 3 clusters Score -704961.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -704965.625000 Penalty: 2765.608398
	Iteration 36Q: 3 clusters Score -704965.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -704968.500000 Penalty: 2765.608398
	Iteration 37Q: 3 clusters Score -704968.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -704974.125000 Penalty: 2765.608398
	Iteration 38Q: 3 clusters Score -704974.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -704977.687500 Penalty: 2765.608398
	Iteration 39Q: 3 clusters Score -704977.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -704979.812500 Penalty: 2765.608398
	Iteration 40F: 3 clusters Score -704979.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -704982.500000 Penalty: 2765.608398
	Iteration 41Q: 3 clusters Score -704982.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -704982.500000 Penalty: 2765.608398
	Iteration 42F: 3 clusters Score -704982.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -280960.718750 Penalty: 1234.168701
	Iteration 0F: 2 clusters Score -280960.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -278916.750000 Penalty: 2468.337402
	Iteration 0F: 3 clusters Score -278916.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -279382.781250 Penalty: 2468.337402
	Iteration 1F: 3 clusters Score -279382.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -279521.218750 Penalty: 2468.337402
	Iteration 2F: 3 clusters Score -279521.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -279597.656250 Penalty: 2468.337402
	Iteration 3F: 3 clusters Score -279597.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -279646.406250 Penalty: 2468.337402
	Iteration 4Q: 3 clusters Score -279646.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -279688.812500 Penalty: 2468.337402
	Iteration 5Q: 3 clusters Score -279688.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -279728.843750 Penalty: 2468.337402
	Iteration 6Q: 3 clusters Score -279728.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -279763.750000 Penalty: 2468.337402
	Iteration 7Q: 3 clusters Score -279763.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -279786.125000 Penalty: 2468.337402
	Iteration 8Q: 3 clusters Score -279786.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -279803.375000 Penalty: 2468.337402
	Iteration 9Q: 3 clusters Score -279803.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -279819.250000 Penalty: 2468.337402
	Iteration 10Q: 3 clusters Score -279819.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -279832.812500 Penalty: 2468.337402
	Iteration 11Q: 3 clusters Score -279832.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -279840.281250 Penalty: 2468.337402
	Iteration 12Q: 3 clusters Score -279840.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -279844.500000 Penalty: 2468.337402
	Iteration 13Q: 3 clusters Score -279844.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -279848.718750 Penalty: 2468.337402
	Iteration 14Q: 3 clusters Score -279848.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -279850.625000 Penalty: 2468.337402
	Iteration 15Q: 3 clusters Score -279850.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -279852.187500 Penalty: 2468.337402
	Iteration 16Q: 3 clusters Score -279852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -279853.031250 Penalty: 2468.337402
	Iteration 17Q: 3 clusters Score -279853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -279854.312500 Penalty: 2468.337402
	Iteration 18Q: 3 clusters Score -279854.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -279855.843750 Penalty: 2468.337402
	Iteration 19Q: 3 clusters Score -279855.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -279858.375000 Penalty: 2468.337402
	Iteration 20F: 3 clusters Score -279858.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -279859.843750 Penalty: 2468.337402
	Iteration 21Q: 3 clusters Score -279859.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -279861.218750 Penalty: 2468.337402
	Iteration 22Q: 3 clusters Score -279861.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -279863.656250 Penalty: 2468.337402
	Iteration 23Q: 3 clusters Score -279863.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -279868.031250 Penalty: 2468.337402
	Iteration 24Q: 3 clusters Score -279868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -279872.187500 Penalty: 2468.337402
	Iteration 25Q: 3 clusters Score -279872.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -279876.031250 Penalty: 2468.337402
	Iteration 26Q: 3 clusters Score -279876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -279880.625000 Penalty: 2468.337402
	Iteration 27Q: 3 clusters Score -279880.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -279884.531250 Penalty: 2468.337402
	Iteration 28Q: 3 clusters Score -279884.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -279887.750000 Penalty: 2468.337402
	Iteration 29Q: 3 clusters Score -279887.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -279891.593750 Penalty: 2468.337402
	Iteration 30Q: 3 clusters Score -279891.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -279896.437500 Penalty: 2468.337402
	Iteration 31Q: 3 clusters Score -279896.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -279900.625000 Penalty: 2468.337402
	Iteration 32Q: 3 clusters Score -279900.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -279906.187500 Penalty: 2468.337402
	Iteration 33Q: 3 clusters Score -279906.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -279912.250000 Penalty: 2468.337402
	Iteration 34Q: 3 clusters Score -279912.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -279918.031250 Penalty: 2468.337402
	Iteration 35Q: 3 clusters Score -279918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -279921.750000 Penalty: 2468.337402
	Iteration 36Q: 3 clusters Score -279921.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -279924.000000 Penalty: 2468.337402
	Iteration 37Q: 3 clusters Score -279924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -279927.156250 Penalty: 2468.337402
	Iteration 38Q: 3 clusters Score -279927.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -279930.187500 Penalty: 2468.337402
	Iteration 39Q: 3 clusters Score -279930.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -279935.343750 Penalty: 2468.337402
	Iteration 40F: 3 clusters Score -279935.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -279938.343750 Penalty: 2468.337402
	Iteration 41Q: 3 clusters Score -279938.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -279940.937500 Penalty: 2468.337402
	Iteration 42Q: 3 clusters Score -279940.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -279942.437500 Penalty: 2468.337402
	Iteration 43Q: 3 clusters Score -279942.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -279944.406250 Penalty: 2468.337402
	Iteration 44Q: 3 clusters Score -279944.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -279946.625000 Penalty: 2468.337402
	Iteration 45Q: 3 clusters Score -279946.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -279948.343750 Penalty: 2468.337402
	Iteration 46Q: 3 clusters Score -279948.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -279951.625000 Penalty: 2468.337402
	Iteration 47Q: 3 clusters Score -279951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -279952.750000 Penalty: 2468.337402
	Iteration 48Q: 3 clusters Score -279952.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -279953.562500 Penalty: 2468.337402
	Iteration 49Q: 3 clusters Score -279953.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -279954.468750 Penalty: 2468.337402
	Iteration 50Q: 3 clusters Score -279954.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -279955.000000 Penalty: 2468.337402
	Iteration 51Q: 3 clusters Score -279955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -279956.468750 Penalty: 2468.337402
	Iteration 52Q: 3 clusters Score -279956.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -279957.250000 Penalty: 2468.337402
	Iteration 53Q: 3 clusters Score -279957.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -279957.500000 Penalty: 2468.337402
	Iteration 54Q: 3 clusters Score -279957.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -279959.000000 Penalty: 2468.337402
	Iteration 55Q: 3 clusters Score -279959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -279960.375000 Penalty: 2468.337402
	Iteration 56Q: 3 clusters Score -279960.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -279960.593750 Penalty: 2468.337402
	Iteration 57Q: 3 clusters Score -279960.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -279961.750000 Penalty: 2468.337402
	Iteration 58Q: 3 clusters Score -279961.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -279962.031250 Penalty: 2468.337402
	Iteration 59Q: 3 clusters Score -279962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -279963.218750 Penalty: 2468.337402
	Iteration 60F: 3 clusters Score -279963.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -279963.406250 Penalty: 2468.337402
	Iteration 61Q: 3 clusters Score -279963.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -279964.718750 Penalty: 2468.337402
	Iteration 62Q: 3 clusters Score -279964.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -279967.312500 Penalty: 2468.337402
	Iteration 63Q: 3 clusters Score -279967.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -279970.031250 Penalty: 2468.337402
	Iteration 64Q: 3 clusters Score -279970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -279972.281250 Penalty: 2468.337402
	Iteration 65Q: 3 clusters Score -279972.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -279973.562500 Penalty: 2468.337402
	Iteration 66Q: 3 clusters Score -279973.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -279974.031250 Penalty: 2468.337402
	Iteration 67Q: 3 clusters Score -279974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -279974.125000 Penalty: 2468.337402
	Iteration 68Q: 3 clusters Score -279974.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -279975.437500 Penalty: 2468.337402
	Iteration 69Q: 3 clusters Score -279975.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -279976.750000 Penalty: 2468.337402
	Iteration 70Q: 3 clusters Score -279976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -279978.031250 Penalty: 2468.337402
	Iteration 71Q: 3 clusters Score -279978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -279979.843750 Penalty: 2468.337402
	Iteration 72Q: 3 clusters Score -279979.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -279981.250000 Penalty: 2468.337402
	Iteration 73Q: 3 clusters Score -279981.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -279982.750000 Penalty: 2468.337402
	Iteration 74Q: 3 clusters Score -279982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -279983.687500 Penalty: 2468.337402
	Iteration 75Q: 3 clusters Score -279983.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -279984.093750 Penalty: 2468.337402
	Iteration 76Q: 3 clusters Score -279984.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -279984.812500 Penalty: 2468.337402
	Iteration 77Q: 3 clusters Score -279984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -279985.750000 Penalty: 2468.337402
	Iteration 78Q: 3 clusters Score -279985.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -279987.343750 Penalty: 2468.337402
	Iteration 79Q: 3 clusters Score -279987.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -279989.843750 Penalty: 2468.337402
	Iteration 80F: 3 clusters Score -279989.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -279993.687500 Penalty: 2468.337402
	Iteration 81Q: 3 clusters Score -279993.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -280000.687500 Penalty: 2468.337402
	Iteration 82Q: 3 clusters Score -280000.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -280008.250000 Penalty: 2468.337402
	Iteration 83Q: 3 clusters Score -280008.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -280017.000000 Penalty: 2468.337402
	Iteration 84Q: 3 clusters Score -280017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -280029.906250 Penalty: 2468.337402
	Iteration 85Q: 3 clusters Score -280029.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -280040.125000 Penalty: 2468.337402
	Iteration 86Q: 3 clusters Score -280040.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -280050.875000 Penalty: 2468.337402
	Iteration 87Q: 3 clusters Score -280050.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -280057.500000 Penalty: 2468.337402
	Iteration 88Q: 3 clusters Score -280057.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -280062.406250 Penalty: 2468.337402
	Iteration 89Q: 3 clusters Score -280062.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -280070.406250 Penalty: 2468.337402
	Iteration 90Q: 3 clusters Score -280070.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -280081.187500 Penalty: 2468.337402
	Iteration 91Q: 3 clusters Score -280081.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -280097.125000 Penalty: 2468.337402
	Iteration 92Q: 3 clusters Score -280097.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -280113.406250 Penalty: 2468.337402
	Iteration 93Q: 3 clusters Score -280113.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -280120.562500 Penalty: 2468.337402
	Iteration 94Q: 3 clusters Score -280120.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -280128.437500 Penalty: 2468.337402
	Iteration 95Q: 3 clusters Score -280128.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -280131.562500 Penalty: 2468.337402
	Iteration 96Q: 3 clusters Score -280131.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -280134.187500 Penalty: 2468.337402
	Iteration 97Q: 3 clusters Score -280134.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -280138.593750 Penalty: 2468.337402
	Iteration 98Q: 3 clusters Score -280138.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -280140.343750 Penalty: 2468.337402
	Iteration 99Q: 3 clusters Score -280140.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -280141.093750 Penalty: 2468.337402
	Iteration 100F: 3 clusters Score -280141.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -280141.531250 Penalty: 2468.337402
	Iteration 101Q: 3 clusters Score -280141.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -280141.531250 Penalty: 2468.337402
	Iteration 102F: 3 clusters Score -280141.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Entering Unmasked Estep 
Score: -538720.500000 Penalty: 1341.740845
	Iteration 0F: 2 clusters Score -538720.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -535489.375000 Penalty: 2683.481689
	Iteration 0F: 3 clusters Score -535489.4 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -536510.312500 Penalty: 2683.481689
	Iteration 1F: 3 clusters Score -536510.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -536788.687500 Penalty: 2683.481689
	Iteration 2F: 3 clusters Score -536788.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -536993.687500 Penalty: 2683.481689
	Iteration 3F: 3 clusters Score -536993.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -537222.687500 Penalty: 2683.481689
	Iteration 4F: 3 clusters Score -537222.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -537428.250000 Penalty: 2683.481689
	Iteration 5F: 3 clusters Score -537428.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -537601.625000 Penalty: 2683.481689
	Iteration 6F: 3 clusters Score -537601.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -537725.312500 Penalty: 2683.481689
	Iteration 7Q: 3 clusters Score -537725.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -537829.125000 Penalty: 2683.481689
	Iteration 8Q: 3 clusters Score -537829.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -537916.562500 Penalty: 2683.481689
	Iteration 9Q: 3 clusters Score -537916.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -537972.500000 Penalty: 2683.481689
	Iteration 10Q: 3 clusters Score -537972.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -538023.500000 Penalty: 2683.481689
	Iteration 11Q: 3 clusters Score -538023.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -538055.437500 Penalty: 2683.481689
	Iteration 12Q: 3 clusters Score -538055.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -538079.937500 Penalty: 2683.481689
	Iteration 13Q: 3 clusters Score -538079.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -538101.562500 Penalty: 2683.481689
	Iteration 14Q: 3 clusters Score -538101.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -538115.750000 Penalty: 2683.481689
	Iteration 15Q: 3 clusters Score -538115.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -538131.375000 Penalty: 2683.481689
	Iteration 16Q: 3 clusters Score -538131.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -538136.687500 Penalty: 2683.481689
	Iteration 17Q: 3 clusters Score -538136.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -538142.312500 Penalty: 2683.481689
	Iteration 18Q: 3 clusters Score -538142.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -538144.187500 Penalty: 2683.481689
	Iteration 19Q: 3 clusters Score -538144.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -538145.562500 Penalty: 2683.481689
	Iteration 20F: 3 clusters Score -538145.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -538147.687500 Penalty: 2683.481689
	Iteration 21Q: 3 clusters Score -538147.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -538147.875000 Penalty: 2683.481689
	Iteration 22Q: 3 clusters Score -538147.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -538147.812500 Penalty: 2683.481689
	Iteration 23Q: 3 clusters Score -538147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -538150.687500 Penalty: 2683.481689
	Iteration 24Q: 3 clusters Score -538150.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -538151.500000 Penalty: 2683.481689
	Iteration 25Q: 3 clusters Score -538151.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -538152.562500 Penalty: 2683.481689
	Iteration 26Q: 3 clusters Score -538152.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -538153.000000 Penalty: 2683.481689
	Iteration 27Q: 3 clusters Score -538153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -538153.000000 Penalty: 2683.481689
	Iteration 28Q: 3 clusters Score -538153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -538153.562500 Penalty: 2683.481689
	Iteration 29Q: 3 clusters Score -538153.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -538153.562500 Penalty: 2683.481689
	Iteration 30F: 3 clusters Score -538153.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -203822.156250 Penalty: 1185.777344
	Iteration 0F: 2 clusters Score -203822.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -202111.875000 Penalty: 2371.554688
	Iteration 0F: 3 clusters Score -202111.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -202519.156250 Penalty: 2371.554688
	Iteration 1F: 3 clusters Score -202519.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -202669.218750 Penalty: 2371.554688
	Iteration 2F: 3 clusters Score -202669.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -202799.000000 Penalty: 2371.554688
	Iteration 3F: 3 clusters Score -202799 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -202908.812500 Penalty: 2371.554688
	Iteration 4F: 3 clusters Score -202908.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -203007.921875 Penalty: 2371.554688
	Iteration 5F: 3 clusters Score -203007.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -203095.953125 Penalty: 2371.554688
	Iteration 6Q: 3 clusters Score -203096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -203148.343750 Penalty: 2371.554688
	Iteration 7Q: 3 clusters Score -203148.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -203199.078125 Penalty: 2371.554688
	Iteration 8Q: 3 clusters Score -203199.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -203225.812500 Penalty: 2371.554688
	Iteration 9Q: 3 clusters Score -203225.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -203235.703125 Penalty: 2371.554688
	Iteration 10Q: 3 clusters Score -203235.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -203243.593750 Penalty: 2371.554688
	Iteration 11Q: 3 clusters Score -203243.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -203249.359375 Penalty: 2371.554688
	Iteration 12Q: 3 clusters Score -203249.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -203254.265625 Penalty: 2371.554688
	Iteration 13Q: 3 clusters Score -203254.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -203255.796875 Penalty: 2371.554688
	Iteration 14Q: 3 clusters Score -203255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -203256.468750 Penalty: 2371.554688
	Iteration 15Q: 3 clusters Score -203256.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -203256.468750 Penalty: 2371.554688
	Iteration 16F: 3 clusters Score -203256.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Entering Unmasked Estep 
Score: -1657157.875000 Penalty: 1511.383301
	Iteration 0F: 2 clusters Score -1657158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1649513.125000 Penalty: 3022.766602
	Iteration 0F: 3 clusters Score -1649513 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1652192.125000 Penalty: 3022.766602
	Iteration 1F: 3 clusters Score -1652192 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1652630.500000 Penalty: 3022.766602
	Iteration 2F: 3 clusters Score -1652630 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1652977.750000 Penalty: 3022.766602
	Iteration 3F: 3 clusters Score -1652978 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1653281.375000 Penalty: 3022.766602
	Iteration 4F: 3 clusters Score -1653281 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1653549.125000 Penalty: 3022.766602
	Iteration 5Q: 3 clusters Score -1653549 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1653821.750000 Penalty: 3022.766602
	Iteration 6Q: 3 clusters Score -1653822 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1654054.125000 Penalty: 3022.766602
	Iteration 7Q: 3 clusters Score -1654054 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1654262.625000 Penalty: 3022.766602
	Iteration 8Q: 3 clusters Score -1654263 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1654468.000000 Penalty: 3022.766602
	Iteration 9Q: 3 clusters Score -1654468 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1654680.000000 Penalty: 3022.766602
	Iteration 10Q: 3 clusters Score -1654680 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1654884.375000 Penalty: 3022.766602
	Iteration 11Q: 3 clusters Score -1654884 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1655050.375000 Penalty: 3022.766602
	Iteration 12Q: 3 clusters Score -1655050 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1655186.750000 Penalty: 3022.766602
	Iteration 13Q: 3 clusters Score -1655187 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1655275.500000 Penalty: 3022.766602
	Iteration 14Q: 3 clusters Score -1655276 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1655346.625000 Penalty: 3022.766602
	Iteration 15Q: 3 clusters Score -1655347 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1655404.375000 Penalty: 3022.766602
	Iteration 16Q: 3 clusters Score -1655404 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1655445.750000 Penalty: 3022.766602
	Iteration 17Q: 3 clusters Score -1655446 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1655479.625000 Penalty: 3022.766602
	Iteration 18Q: 3 clusters Score -1655480 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1655520.250000 Penalty: 3022.766602
	Iteration 19Q: 3 clusters Score -1655520 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1655562.250000 Penalty: 3022.766602
	Iteration 20F: 3 clusters Score -1655562 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1655607.000000 Penalty: 3022.766602
	Iteration 21Q: 3 clusters Score -1655607 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1655651.250000 Penalty: 3022.766602
	Iteration 22Q: 3 clusters Score -1655651 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1655683.875000 Penalty: 3022.766602
	Iteration 23Q: 3 clusters Score -1655684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1655709.625000 Penalty: 3022.766602
	Iteration 24Q: 3 clusters Score -1655710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1655733.000000 Penalty: 3022.766602
	Iteration 25Q: 3 clusters Score -1655733 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1655757.125000 Penalty: 3022.766602
	Iteration 26Q: 3 clusters Score -1655757 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1655778.250000 Penalty: 3022.766602
	Iteration 27Q: 3 clusters Score -1655778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1655788.875000 Penalty: 3022.766602
	Iteration 28Q: 3 clusters Score -1655789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1655793.250000 Penalty: 3022.766602
	Iteration 29Q: 3 clusters Score -1655793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1655804.250000 Penalty: 3022.766602
	Iteration 30Q: 3 clusters Score -1655804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1655809.375000 Penalty: 3022.766602
	Iteration 31Q: 3 clusters Score -1655809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1655822.125000 Penalty: 3022.766602
	Iteration 32Q: 3 clusters Score -1655822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1655831.250000 Penalty: 3022.766602
	Iteration 33Q: 3 clusters Score -1655831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1655836.750000 Penalty: 3022.766602
	Iteration 34Q: 3 clusters Score -1655837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1655842.000000 Penalty: 3022.766602
	Iteration 35Q: 3 clusters Score -1655842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1655848.750000 Penalty: 3022.766602
	Iteration 36Q: 3 clusters Score -1655849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1655854.000000 Penalty: 3022.766602
	Iteration 37Q: 3 clusters Score -1655854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1655854.000000 Penalty: 3022.766602
	Iteration 38Q: 3 clusters Score -1655854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1655856.250000 Penalty: 3022.766602
	Iteration 39Q: 3 clusters Score -1655856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1655855.625000 Penalty: 3022.766602
	Iteration 40F: 3 clusters Score -1655856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1655857.875000 Penalty: 3022.766602
	Iteration 41Q: 3 clusters Score -1655858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1655861.375000 Penalty: 3022.766602
	Iteration 42Q: 3 clusters Score -1655861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1655862.375000 Penalty: 3022.766602
	Iteration 43Q: 3 clusters Score -1655862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1655866.250000 Penalty: 3022.766602
	Iteration 44Q: 3 clusters Score -1655866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1655866.250000 Penalty: 3022.766602
	Iteration 45Q: 3 clusters Score -1655866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1655866.250000 Penalty: 3022.766602
	Iteration 46F: 3 clusters Score -1655866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Entering Unmasked Estep 
Score: -166502.234375 Penalty: 1158.119751
	Iteration 0F: 2 clusters Score -166502.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -164896.406250 Penalty: 2316.239502
	Iteration 0F: 3 clusters Score -164896.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -165209.609375 Penalty: 2316.239502
	Iteration 1F: 3 clusters Score -165209.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -165289.750000 Penalty: 2316.239502
	Iteration 2F: 3 clusters Score -165289.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -165328.140625 Penalty: 2316.239502
	Iteration 3Q: 3 clusters Score -165328.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -165358.093750 Penalty: 2316.239502
	Iteration 4Q: 3 clusters Score -165358.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -165375.046875 Penalty: 2316.239502
	Iteration 5Q: 3 clusters Score -165375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -165392.312500 Penalty: 2316.239502
	Iteration 6Q: 3 clusters Score -165392.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -165407.875000 Penalty: 2316.239502
	Iteration 7Q: 3 clusters Score -165407.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -165422.718750 Penalty: 2316.239502
	Iteration 8Q: 3 clusters Score -165422.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -165436.375000 Penalty: 2316.239502
	Iteration 9Q: 3 clusters Score -165436.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -165441.625000 Penalty: 2316.239502
	Iteration 10Q: 3 clusters Score -165441.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -165446.781250 Penalty: 2316.239502
	Iteration 11Q: 3 clusters Score -165446.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -165451.656250 Penalty: 2316.239502
	Iteration 12Q: 3 clusters Score -165451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -165458.984375 Penalty: 2316.239502
	Iteration 13Q: 3 clusters Score -165459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -165466.500000 Penalty: 2316.239502
	Iteration 14Q: 3 clusters Score -165466.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -165471.531250 Penalty: 2316.239502
	Iteration 15Q: 3 clusters Score -165471.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -165475.437500 Penalty: 2316.239502
	Iteration 16Q: 3 clusters Score -165475.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -165478.515625 Penalty: 2316.239502
	Iteration 17Q: 3 clusters Score -165478.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -165480.546875 Penalty: 2316.239502
	Iteration 18Q: 3 clusters Score -165480.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -165484.046875 Penalty: 2316.239502
	Iteration 19Q: 3 clusters Score -165484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -165486.765625 Penalty: 2316.239502
	Iteration 20F: 3 clusters Score -165486.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -165491.734375 Penalty: 2316.239502
	Iteration 21Q: 3 clusters Score -165491.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -165501.265625 Penalty: 2316.239502
	Iteration 22Q: 3 clusters Score -165501.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -165512.125000 Penalty: 2316.239502
	Iteration 23Q: 3 clusters Score -165512.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -165525.921875 Penalty: 2316.239502
	Iteration 24Q: 3 clusters Score -165525.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -165546.515625 Penalty: 2316.239502
	Iteration 25Q: 3 clusters Score -165546.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -165568.718750 Penalty: 2316.239502
	Iteration 26Q: 3 clusters Score -165568.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -165609.312500 Penalty: 2316.239502
	Iteration 27Q: 3 clusters Score -165609.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -165647.140625 Penalty: 2316.239502
	Iteration 28Q: 3 clusters Score -165647.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -165682.250000 Penalty: 2316.239502
	Iteration 29Q: 3 clusters Score -165682.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -165705.437500 Penalty: 2316.239502
	Iteration 30Q: 3 clusters Score -165705.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -165728.875000 Penalty: 2316.239502
	Iteration 31Q: 3 clusters Score -165728.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -165739.265625 Penalty: 2316.239502
	Iteration 32Q: 3 clusters Score -165739.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -165747.406250 Penalty: 2316.239502
	Iteration 33Q: 3 clusters Score -165747.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -165756.109375 Penalty: 2316.239502
	Iteration 34Q: 3 clusters Score -165756.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -165764.484375 Penalty: 2316.239502
	Iteration 35Q: 3 clusters Score -165764.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -165769.203125 Penalty: 2316.239502
	Iteration 36Q: 3 clusters Score -165769.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -165771.546875 Penalty: 2316.239502
	Iteration 37Q: 3 clusters Score -165771.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -165773.890625 Penalty: 2316.239502
	Iteration 38Q: 3 clusters Score -165773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -165775.890625 Penalty: 2316.239502
	Iteration 39Q: 3 clusters Score -165775.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -165776.515625 Penalty: 2316.239502
	Iteration 40F: 3 clusters Score -165776.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -258177.984375 Penalty: 1241.363647
	Iteration 0F: 2 clusters Score -258178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -256047.437500 Penalty: 2482.727295
	Iteration 0F: 3 clusters Score -256047.4 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -256749.062500 Penalty: 2482.727295
	Iteration 1F: 3 clusters Score -256749.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -257100.859375 Penalty: 2482.727295
	Iteration 2F: 3 clusters Score -257100.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -257429.343750 Penalty: 2482.727295
	Iteration 3F: 3 clusters Score -257429.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -257653.750000 Penalty: 2482.727295
	Iteration 4F: 3 clusters Score -257653.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -257815.484375 Penalty: 2482.727295
	Iteration 5Q: 3 clusters Score -257815.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -257923.359375 Penalty: 2482.727295
	Iteration 6Q: 3 clusters Score -257923.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -257979.546875 Penalty: 2482.727295
	Iteration 7Q: 3 clusters Score -257979.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -258014.781250 Penalty: 2482.727295
	Iteration 8Q: 3 clusters Score -258014.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -258034.906250 Penalty: 2482.727295
	Iteration 9Q: 3 clusters Score -258034.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -258053.171875 Penalty: 2482.727295
	Iteration 10Q: 3 clusters Score -258053.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -258065.203125 Penalty: 2482.727295
	Iteration 11Q: 3 clusters Score -258065.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -258076.656250 Penalty: 2482.727295
	Iteration 12Q: 3 clusters Score -258076.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -258085.437500 Penalty: 2482.727295
	Iteration 13Q: 3 clusters Score -258085.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -258095.046875 Penalty: 2482.727295
	Iteration 14Q: 3 clusters Score -258095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -258103.625000 Penalty: 2482.727295
	Iteration 15Q: 3 clusters Score -258103.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -258108.359375 Penalty: 2482.727295
	Iteration 16Q: 3 clusters Score -258108.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -258110.281250 Penalty: 2482.727295
	Iteration 17Q: 3 clusters Score -258110.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -258112.359375 Penalty: 2482.727295
	Iteration 18Q: 3 clusters Score -258112.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -258113.875000 Penalty: 2482.727295
	Iteration 19Q: 3 clusters Score -258113.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -258117.140625 Penalty: 2482.727295
	Iteration 20F: 3 clusters Score -258117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -258119.609375 Penalty: 2482.727295
	Iteration 21Q: 3 clusters Score -258119.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -258120.468750 Penalty: 2482.727295
	Iteration 22Q: 3 clusters Score -258120.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -258121.546875 Penalty: 2482.727295
	Iteration 23Q: 3 clusters Score -258121.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -258122.078125 Penalty: 2482.727295
	Iteration 24Q: 3 clusters Score -258122.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -258123.781250 Penalty: 2482.727295
	Iteration 25Q: 3 clusters Score -258123.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -258124.515625 Penalty: 2482.727295
	Iteration 26Q: 3 clusters Score -258124.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -258125.453125 Penalty: 2482.727295
	Iteration 27Q: 3 clusters Score -258125.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -258126.312500 Penalty: 2482.727295
	Iteration 28Q: 3 clusters Score -258126.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -258126.312500 Penalty: 2482.727295
	Iteration 29F: 3 clusters Score -258126.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Entering Unmasked Estep 
Score: -1340897.500000 Penalty: 1486.832886
	Iteration 0F: 2 clusters Score -1340898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1334115.375000 Penalty: 2973.665771
	Iteration 0F: 3 clusters Score -1334115 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1336271.500000 Penalty: 2973.665771
	Iteration 1F: 3 clusters Score -1336272 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1336538.625000 Penalty: 2973.665771
	Iteration 2F: 3 clusters Score -1336539 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1336745.875000 Penalty: 2973.665771
	Iteration 3F: 3 clusters Score -1336746 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1336924.125000 Penalty: 2973.665771
	Iteration 4Q: 3 clusters Score -1336924 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1337084.375000 Penalty: 2973.665771
	Iteration 5Q: 3 clusters Score -1337084 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1337243.250000 Penalty: 2973.665771
	Iteration 6Q: 3 clusters Score -1337243 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1337397.250000 Penalty: 2973.665771
	Iteration 7Q: 3 clusters Score -1337397 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1337553.750000 Penalty: 2973.665771
	Iteration 8Q: 3 clusters Score -1337554 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1337714.625000 Penalty: 2973.665771
	Iteration 9Q: 3 clusters Score -1337715 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1337893.625000 Penalty: 2973.665771
	Iteration 10Q: 3 clusters Score -1337894 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1338078.875000 Penalty: 2973.665771
	Iteration 11Q: 3 clusters Score -1338079 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1338288.750000 Penalty: 2973.665771
	Iteration 12Q: 3 clusters Score -1338289 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1338545.125000 Penalty: 2973.665771
	Iteration 13Q: 3 clusters Score -1338545 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1338814.750000 Penalty: 2973.665771
	Iteration 14Q: 3 clusters Score -1338815 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1339009.375000 Penalty: 2973.665771
	Iteration 15Q: 3 clusters Score -1339009 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1339142.000000 Penalty: 2973.665771
	Iteration 16Q: 3 clusters Score -1339142 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1339255.875000 Penalty: 2973.665771
	Iteration 17Q: 3 clusters Score -1339256 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1339335.875000 Penalty: 2973.665771
	Iteration 18Q: 3 clusters Score -1339336 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1339383.500000 Penalty: 2973.665771
	Iteration 19Q: 3 clusters Score -1339384 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1339418.625000 Penalty: 2973.665771
	Iteration 20F: 3 clusters Score -1339419 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1339456.500000 Penalty: 2973.665771
	Iteration 21Q: 3 clusters Score -1339456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1339479.750000 Penalty: 2973.665771
	Iteration 22Q: 3 clusters Score -1339480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1339505.125000 Penalty: 2973.665771
	Iteration 23Q: 3 clusters Score -1339505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1339517.125000 Penalty: 2973.665771
	Iteration 24Q: 3 clusters Score -1339517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1339527.625000 Penalty: 2973.665771
	Iteration 25Q: 3 clusters Score -1339528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1339533.625000 Penalty: 2973.665771
	Iteration 26Q: 3 clusters Score -1339534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1339541.875000 Penalty: 2973.665771
	Iteration 27Q: 3 clusters Score -1339542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1339545.375000 Penalty: 2973.665771
	Iteration 28Q: 3 clusters Score -1339545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1339551.000000 Penalty: 2973.665771
	Iteration 29Q: 3 clusters Score -1339551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1339559.875000 Penalty: 2973.665771
	Iteration 30Q: 3 clusters Score -1339560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1339562.875000 Penalty: 2973.665771
	Iteration 31Q: 3 clusters Score -1339563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1339564.250000 Penalty: 2973.665771
	Iteration 32Q: 3 clusters Score -1339564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1339563.250000 Penalty: 2973.665771
	Iteration 33Q: 3 clusters Score -1339563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1339563.000000 Penalty: 2973.665771
	Iteration 34Q: 3 clusters Score -1339563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1339565.625000 Penalty: 2973.665771
	Iteration 35Q: 3 clusters Score -1339566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1339567.500000 Penalty: 2973.665771
	Iteration 36Q: 3 clusters Score -1339568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1339567.625000 Penalty: 2973.665771
	Iteration 37Q: 3 clusters Score -1339568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1339567.625000 Penalty: 2973.665771
	Iteration 38F: 3 clusters Score -1339568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Entering Unmasked Estep 
Score: -2251325.250000 Penalty: 1559.263306
	Iteration 0F: 2 clusters Score -2251325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2241410.250000 Penalty: 3118.526611
	Iteration 0F: 3 clusters Score -2241410 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2244911.750000 Penalty: 3118.526611
	Iteration 1F: 3 clusters Score -2244912 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2245295.500000 Penalty: 3118.526611
	Iteration 2F: 3 clusters Score -2245296 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2245675.750000 Penalty: 3118.526611
	Iteration 3F: 3 clusters Score -2245676 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2246096.750000 Penalty: 3118.526611
	Iteration 4F: 3 clusters Score -2246097 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2246540.250000 Penalty: 3118.526611
	Iteration 5F: 3 clusters Score -2246540 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2246975.250000 Penalty: 3118.526611
	Iteration 6F: 3 clusters Score -2246975 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2247386.000000 Penalty: 3118.526611
	Iteration 7F: 3 clusters Score -2247386 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2247835.500000 Penalty: 3118.526611
	Iteration 8F: 3 clusters Score -2247836 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2248287.750000 Penalty: 3118.526611
	Iteration 9Q: 3 clusters Score -2248288 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2248675.000000 Penalty: 3118.526611
	Iteration 10Q: 3 clusters Score -2248675 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2248989.750000 Penalty: 3118.526611
	Iteration 11Q: 3 clusters Score -2248990 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2249207.000000 Penalty: 3118.526611
	Iteration 12Q: 3 clusters Score -2249207 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2249373.000000 Penalty: 3118.526611
	Iteration 13Q: 3 clusters Score -2249373 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2249489.000000 Penalty: 3118.526611
	Iteration 14Q: 3 clusters Score -2249489 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2249597.250000 Penalty: 3118.526611
	Iteration 15Q: 3 clusters Score -2249597 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2249654.750000 Penalty: 3118.526611
	Iteration 16Q: 3 clusters Score -2249655 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2249691.000000 Penalty: 3118.526611
	Iteration 17Q: 3 clusters Score -2249691 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2249735.250000 Penalty: 3118.526611
	Iteration 18Q: 3 clusters Score -2249735 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2249776.500000 Penalty: 3118.526611
	Iteration 19Q: 3 clusters Score -2249776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2249802.500000 Penalty: 3118.526611
	Iteration 20F: 3 clusters Score -2249802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2249823.000000 Penalty: 3118.526611
	Iteration 21Q: 3 clusters Score -2249823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2249838.250000 Penalty: 3118.526611
	Iteration 22Q: 3 clusters Score -2249838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2249846.000000 Penalty: 3118.526611
	Iteration 23Q: 3 clusters Score -2249846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2249850.250000 Penalty: 3118.526611
	Iteration 24Q: 3 clusters Score -2249850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2249854.500000 Penalty: 3118.526611
	Iteration 25Q: 3 clusters Score -2249854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2249862.750000 Penalty: 3118.526611
	Iteration 26Q: 3 clusters Score -2249863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2249872.250000 Penalty: 3118.526611
	Iteration 27Q: 3 clusters Score -2249872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2249874.500000 Penalty: 3118.526611
	Iteration 28Q: 3 clusters Score -2249874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2249880.250000 Penalty: 3118.526611
	Iteration 29Q: 3 clusters Score -2249880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2249879.500000 Penalty: 3118.526611
	Iteration 30Q: 3 clusters Score -2249880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2249879.500000 Penalty: 3118.526611
	Iteration 31F: 3 clusters Score -2249880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Entering Unmasked Estep 
Score: -555508.562500 Penalty: 1352.546997
	Iteration 0F: 2 clusters Score -555508.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -552097.437500 Penalty: 2705.093994
	Iteration 0F: 3 clusters Score -552097.4 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -553036.437500 Penalty: 2705.093994
	Iteration 1F: 3 clusters Score -553036.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -553303.312500 Penalty: 2705.093994
	Iteration 2F: 3 clusters Score -553303.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -553536.750000 Penalty: 2705.093994
	Iteration 3F: 3 clusters Score -553536.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -553735.625000 Penalty: 2705.093994
	Iteration 4F: 3 clusters Score -553735.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -553958.437500 Penalty: 2705.093994
	Iteration 5F: 3 clusters Score -553958.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -554189.312500 Penalty: 2705.093994
	Iteration 6F: 3 clusters Score -554189.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -554366.312500 Penalty: 2705.093994
	Iteration 7Q: 3 clusters Score -554366.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -554502.500000 Penalty: 2705.093994
	Iteration 8Q: 3 clusters Score -554502.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -554590.000000 Penalty: 2705.093994
	Iteration 9Q: 3 clusters Score -554590 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -554671.562500 Penalty: 2705.093994
	Iteration 10Q: 3 clusters Score -554671.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -554729.125000 Penalty: 2705.093994
	Iteration 11Q: 3 clusters Score -554729.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -554764.875000 Penalty: 2705.093994
	Iteration 12Q: 3 clusters Score -554764.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -554799.625000 Penalty: 2705.093994
	Iteration 13Q: 3 clusters Score -554799.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -554828.000000 Penalty: 2705.093994
	Iteration 14Q: 3 clusters Score -554828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -554850.062500 Penalty: 2705.093994
	Iteration 15Q: 3 clusters Score -554850.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -554862.750000 Penalty: 2705.093994
	Iteration 16Q: 3 clusters Score -554862.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -554872.312500 Penalty: 2705.093994
	Iteration 17Q: 3 clusters Score -554872.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -554877.000000 Penalty: 2705.093994
	Iteration 18Q: 3 clusters Score -554877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -554881.375000 Penalty: 2705.093994
	Iteration 19Q: 3 clusters Score -554881.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -554885.500000 Penalty: 2705.093994
	Iteration 20F: 3 clusters Score -554885.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -554890.125000 Penalty: 2705.093994
	Iteration 21Q: 3 clusters Score -554890.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -554892.625000 Penalty: 2705.093994
	Iteration 22Q: 3 clusters Score -554892.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -554894.125000 Penalty: 2705.093994
	Iteration 23Q: 3 clusters Score -554894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -554894.125000 Penalty: 2705.093994
	Iteration 24Q: 3 clusters Score -554894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -554894.187500 Penalty: 2705.093994
	Iteration 25Q: 3 clusters Score -554894.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -554893.937500 Penalty: 2705.093994
	Iteration 26Q: 3 clusters Score -554893.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -554894.250000 Penalty: 2705.093994
	Iteration 27Q: 3 clusters Score -554894.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -554895.312500 Penalty: 2705.093994
	Iteration 28Q: 3 clusters Score -554895.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -554897.750000 Penalty: 2705.093994
	Iteration 29Q: 3 clusters Score -554897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -554896.437500 Penalty: 2705.093994
	Iteration 30Q: 3 clusters Score -554896.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -554897.562500 Penalty: 2705.093994
	Iteration 31Q: 3 clusters Score -554897.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -554898.312500 Penalty: 2705.093994
	Iteration 32Q: 3 clusters Score -554898.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -554900.312500 Penalty: 2705.093994
	Iteration 33Q: 3 clusters Score -554900.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -554901.500000 Penalty: 2705.093994
	Iteration 34Q: 3 clusters Score -554901.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -554900.875000 Penalty: 2705.093994
	Iteration 35Q: 3 clusters Score -554900.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -554903.562500 Penalty: 2705.093994
	Iteration 36Q: 3 clusters Score -554903.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -554903.937500 Penalty: 2705.093994
	Iteration 37Q: 3 clusters Score -554903.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -554904.062500 Penalty: 2705.093994
	Iteration 38Q: 3 clusters Score -554904.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -554905.062500 Penalty: 2705.093994
	Iteration 39Q: 3 clusters Score -554905.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -554904.187500 Penalty: 2705.093994
	Iteration 40F: 3 clusters Score -554904.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -554904.250000 Penalty: 2705.093994
	Iteration 41Q: 3 clusters Score -554904.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -554904.250000 Penalty: 2705.093994
	Iteration 42F: 3 clusters Score -554904.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Entering Unmasked Estep 
Score: -402166.375000 Penalty: 1302.866089
	Iteration 0F: 2 clusters Score -402166.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -399441.031250 Penalty: 2605.732178
	Iteration 0F: 3 clusters Score -399441 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -400204.312500 Penalty: 2605.732178
	Iteration 1F: 3 clusters Score -400204.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -400463.468750 Penalty: 2605.732178
	Iteration 2F: 3 clusters Score -400463.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -400689.875000 Penalty: 2605.732178
	Iteration 3F: 3 clusters Score -400689.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -400926.968750 Penalty: 2605.732178
	Iteration 4F: 3 clusters Score -400927 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -401180.062500 Penalty: 2605.732178
	Iteration 5F: 3 clusters Score -401180.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -401445.093750 Penalty: 2605.732178
	Iteration 6F: 3 clusters Score -401445.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -401625.718750 Penalty: 2605.732178
	Iteration 7F: 3 clusters Score -401625.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -401752.125000 Penalty: 2605.732178
	Iteration 8Q: 3 clusters Score -401752.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -401839.312500 Penalty: 2605.732178
	Iteration 9Q: 3 clusters Score -401839.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -401898.937500 Penalty: 2605.732178
	Iteration 10Q: 3 clusters Score -401898.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -401941.906250 Penalty: 2605.732178
	Iteration 11Q: 3 clusters Score -401941.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -401972.375000 Penalty: 2605.732178
	Iteration 12Q: 3 clusters Score -401972.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -401998.656250 Penalty: 2605.732178
	Iteration 13Q: 3 clusters Score -401998.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -402025.375000 Penalty: 2605.732178
	Iteration 14Q: 3 clusters Score -402025.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -402059.187500 Penalty: 2605.732178
	Iteration 15Q: 3 clusters Score -402059.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -402088.562500 Penalty: 2605.732178
	Iteration 16Q: 3 clusters Score -402088.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -402100.781250 Penalty: 2605.732178
	Iteration 17Q: 3 clusters Score -402100.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -402107.781250 Penalty: 2605.732178
	Iteration 18Q: 3 clusters Score -402107.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -402113.343750 Penalty: 2605.732178
	Iteration 19Q: 3 clusters Score -402113.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -402116.468750 Penalty: 2605.732178
	Iteration 20F: 3 clusters Score -402116.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -402118.156250 Penalty: 2605.732178
	Iteration 21Q: 3 clusters Score -402118.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -402118.687500 Penalty: 2605.732178
	Iteration 22Q: 3 clusters Score -402118.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -402118.687500 Penalty: 2605.732178
	Iteration 23F: 3 clusters Score -402118.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Entering Unmasked Estep 
Score: -374073.937500 Penalty: 1290.518311
	Iteration 0F: 2 clusters Score -374073.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -371443.343750 Penalty: 2581.036621
	Iteration 0F: 3 clusters Score -371443.3 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -372051.718750 Penalty: 2581.036621
	Iteration 1F: 3 clusters Score -372051.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -372186.093750 Penalty: 2581.036621
	Iteration 2F: 3 clusters Score -372186.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -372257.968750 Penalty: 2581.036621
	Iteration 3Q: 3 clusters Score -372258 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -372310.968750 Penalty: 2581.036621
	Iteration 4Q: 3 clusters Score -372311 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -372367.000000 Penalty: 2581.036621
	Iteration 5Q: 3 clusters Score -372367 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -372409.968750 Penalty: 2581.036621
	Iteration 6Q: 3 clusters Score -372410 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -372437.812500 Penalty: 2581.036621
	Iteration 7Q: 3 clusters Score -372437.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -372464.562500 Penalty: 2581.036621
	Iteration 8Q: 3 clusters Score -372464.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -372486.031250 Penalty: 2581.036621
	Iteration 9Q: 3 clusters Score -372486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -372505.625000 Penalty: 2581.036621
	Iteration 10Q: 3 clusters Score -372505.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -372525.125000 Penalty: 2581.036621
	Iteration 11Q: 3 clusters Score -372525.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -372543.218750 Penalty: 2581.036621
	Iteration 12Q: 3 clusters Score -372543.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -372555.187500 Penalty: 2581.036621
	Iteration 13Q: 3 clusters Score -372555.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -372572.875000 Penalty: 2581.036621
	Iteration 14Q: 3 clusters Score -372572.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -372596.093750 Penalty: 2581.036621
	Iteration 15Q: 3 clusters Score -372596.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -372625.156250 Penalty: 2581.036621
	Iteration 16Q: 3 clusters Score -372625.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -372662.062500 Penalty: 2581.036621
	Iteration 17Q: 3 clusters Score -372662.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -372705.906250 Penalty: 2581.036621
	Iteration 18Q: 3 clusters Score -372705.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -372771.281250 Penalty: 2581.036621
	Iteration 19Q: 3 clusters Score -372771.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -372860.343750 Penalty: 2581.036621
	Iteration 20F: 3 clusters Score -372860.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -372956.000000 Penalty: 2581.036621
	Iteration 21Q: 3 clusters Score -372956 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -373048.750000 Penalty: 2581.036621
	Iteration 22Q: 3 clusters Score -373048.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -373144.843750 Penalty: 2581.036621
	Iteration 23Q: 3 clusters Score -373144.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -373233.687500 Penalty: 2581.036621
	Iteration 24Q: 3 clusters Score -373233.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -373304.718750 Penalty: 2581.036621
	Iteration 25Q: 3 clusters Score -373304.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -373379.156250 Penalty: 2581.036621
	Iteration 26Q: 3 clusters Score -373379.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -373445.343750 Penalty: 2581.036621
	Iteration 27Q: 3 clusters Score -373445.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -373502.875000 Penalty: 2581.036621
	Iteration 28Q: 3 clusters Score -373502.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -373553.406250 Penalty: 2581.036621
	Iteration 29Q: 3 clusters Score -373553.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -373589.500000 Penalty: 2581.036621
	Iteration 30Q: 3 clusters Score -373589.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -373619.531250 Penalty: 2581.036621
	Iteration 31Q: 3 clusters Score -373619.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -373635.687500 Penalty: 2581.036621
	Iteration 32Q: 3 clusters Score -373635.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -373647.500000 Penalty: 2581.036621
	Iteration 33Q: 3 clusters Score -373647.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -373656.531250 Penalty: 2581.036621
	Iteration 34Q: 3 clusters Score -373656.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -373664.656250 Penalty: 2581.036621
	Iteration 35Q: 3 clusters Score -373664.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -373671.031250 Penalty: 2581.036621
	Iteration 36Q: 3 clusters Score -373671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -373679.531250 Penalty: 2581.036621
	Iteration 37Q: 3 clusters Score -373679.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -373685.593750 Penalty: 2581.036621
	Iteration 38Q: 3 clusters Score -373685.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -373690.031250 Penalty: 2581.036621
	Iteration 39Q: 3 clusters Score -373690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -373694.000000 Penalty: 2581.036621
	Iteration 40F: 3 clusters Score -373694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -373697.718750 Penalty: 2581.036621
	Iteration 41Q: 3 clusters Score -373697.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -373703.062500 Penalty: 2581.036621
	Iteration 42Q: 3 clusters Score -373703.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -373704.843750 Penalty: 2581.036621
	Iteration 43Q: 3 clusters Score -373704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -373706.250000 Penalty: 2581.036621
	Iteration 44Q: 3 clusters Score -373706.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -373708.500000 Penalty: 2581.036621
	Iteration 45Q: 3 clusters Score -373708.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -373710.343750 Penalty: 2581.036621
	Iteration 46Q: 3 clusters Score -373710.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -373712.437500 Penalty: 2581.036621
	Iteration 47Q: 3 clusters Score -373712.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -373714.406250 Penalty: 2581.036621
	Iteration 48Q: 3 clusters Score -373714.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -373716.875000 Penalty: 2581.036621
	Iteration 49Q: 3 clusters Score -373716.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -373718.593750 Penalty: 2581.036621
	Iteration 50Q: 3 clusters Score -373718.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -373719.562500 Penalty: 2581.036621
	Iteration 51Q: 3 clusters Score -373719.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -373720.125000 Penalty: 2581.036621
	Iteration 52Q: 3 clusters Score -373720.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -373721.906250 Penalty: 2581.036621
	Iteration 53Q: 3 clusters Score -373721.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -373724.281250 Penalty: 2581.036621
	Iteration 54Q: 3 clusters Score -373724.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -373724.718750 Penalty: 2581.036621
	Iteration 55Q: 3 clusters Score -373724.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -373725.937500 Penalty: 2581.036621
	Iteration 56Q: 3 clusters Score -373725.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -373727.312500 Penalty: 2581.036621
	Iteration 57Q: 3 clusters Score -373727.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -373727.656250 Penalty: 2581.036621
	Iteration 58Q: 3 clusters Score -373727.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -373727.937500 Penalty: 2581.036621
	Iteration 59Q: 3 clusters Score -373727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -373727.750000 Penalty: 2581.036621
	Iteration 60F: 3 clusters Score -373727.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Entering Unmasked Estep 
Score: -1952363.000000 Penalty: 1537.921021
	Iteration 0F: 2 clusters Score -1952363 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 6486 members 
Entering Unmasked Estep 
Score: -1943505.000000 Penalty: 3075.842041
	Iteration 0F: 3 clusters Score -1943505 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1946637.875000 Penalty: 3075.842041
	Iteration 1F: 3 clusters Score -1946638 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1946927.875000 Penalty: 3075.842041
	Iteration 2F: 3 clusters Score -1946928 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1947169.500000 Penalty: 3075.842041
	Iteration 3Q: 3 clusters Score -1947170 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1947353.625000 Penalty: 3075.842041
	Iteration 4Q: 3 clusters Score -1947354 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1947547.000000 Penalty: 3075.842041
	Iteration 5Q: 3 clusters Score -1947547 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1947733.250000 Penalty: 3075.842041
	Iteration 6Q: 3 clusters Score -1947733 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1947901.750000 Penalty: 3075.842041
	Iteration 7Q: 3 clusters Score -1947902 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1948055.125000 Penalty: 3075.842041
	Iteration 8Q: 3 clusters Score -1948055 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1948229.875000 Penalty: 3075.842041
	Iteration 9Q: 3 clusters Score -1948230 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1948431.625000 Penalty: 3075.842041
	Iteration 10Q: 3 clusters Score -1948432 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1948652.375000 Penalty: 3075.842041
	Iteration 11Q: 3 clusters Score -1948652 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1948861.125000 Penalty: 3075.842041
	Iteration 12Q: 3 clusters Score -1948861 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1949000.250000 Penalty: 3075.842041
	Iteration 13Q: 3 clusters Score -1949000 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1949085.750000 Penalty: 3075.842041
	Iteration 14Q: 3 clusters Score -1949086 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1949139.500000 Penalty: 3075.842041
	Iteration 15Q: 3 clusters Score -1949140 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1949183.500000 Penalty: 3075.842041
	Iteration 16Q: 3 clusters Score -1949184 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1949208.625000 Penalty: 3075.842041
	Iteration 17Q: 3 clusters Score -1949209 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1949214.375000 Penalty: 3075.842041
	Iteration 18Q: 3 clusters Score -1949214 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1949227.250000 Penalty: 3075.842041
	Iteration 19Q: 3 clusters Score -1949227 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1949237.750000 Penalty: 3075.842041
	Iteration 20F: 3 clusters Score -1949238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1949240.625000 Penalty: 3075.842041
	Iteration 21Q: 3 clusters Score -1949241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1949247.375000 Penalty: 3075.842041
	Iteration 22Q: 3 clusters Score -1949247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1949252.375000 Penalty: 3075.842041
	Iteration 23Q: 3 clusters Score -1949252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1949258.125000 Penalty: 3075.842041
	Iteration 24Q: 3 clusters Score -1949258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1949260.500000 Penalty: 3075.842041
	Iteration 25Q: 3 clusters Score -1949260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1949265.875000 Penalty: 3075.842041
	Iteration 26Q: 3 clusters Score -1949266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1949274.125000 Penalty: 3075.842041
	Iteration 27Q: 3 clusters Score -1949274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1949278.625000 Penalty: 3075.842041
	Iteration 28Q: 3 clusters Score -1949279 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1949280.500000 Penalty: 3075.842041
	Iteration 29Q: 3 clusters Score -1949280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1949285.000000 Penalty: 3075.842041
	Iteration 30Q: 3 clusters Score -1949285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1949286.375000 Penalty: 3075.842041
	Iteration 31Q: 3 clusters Score -1949286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1949294.500000 Penalty: 3075.842041
	Iteration 32Q: 3 clusters Score -1949294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1949294.625000 Penalty: 3075.842041
	Iteration 33Q: 3 clusters Score -1949295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1949293.250000 Penalty: 3075.842041
	Iteration 34Q: 3 clusters Score -1949293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1949298.000000 Penalty: 3075.842041
	Iteration 35Q: 3 clusters Score -1949298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1949299.000000 Penalty: 3075.842041
	Iteration 36Q: 3 clusters Score -1949299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1949302.625000 Penalty: 3075.842041
	Iteration 37Q: 3 clusters Score -1949303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1949303.625000 Penalty: 3075.842041
	Iteration 38Q: 3 clusters Score -1949304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1949311.125000 Penalty: 3075.842041
	Iteration 39Q: 3 clusters Score -1949311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1949309.500000 Penalty: 3075.842041
	Iteration 40F: 3 clusters Score -1949310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1949317.125000 Penalty: 3075.842041
	Iteration 41Q: 3 clusters Score -1949317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1949311.875000 Penalty: 3075.842041
	Iteration 42Q: 3 clusters Score -1949312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1949315.500000 Penalty: 3075.842041
	Iteration 43Q: 3 clusters Score -1949316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1949319.875000 Penalty: 3075.842041
	Iteration 44Q: 3 clusters Score -1949320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1949325.625000 Penalty: 3075.842041
	Iteration 45Q: 3 clusters Score -1949326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1949325.750000 Penalty: 3075.842041
	Iteration 46Q: 3 clusters Score -1949326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1949334.750000 Penalty: 3075.842041
	Iteration 47Q: 3 clusters Score -1949335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1949333.375000 Penalty: 3075.842041
	Iteration 48Q: 3 clusters Score -1949333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1949336.375000 Penalty: 3075.842041
	Iteration 49Q: 3 clusters Score -1949336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1949338.000000 Penalty: 3075.842041
	Iteration 50Q: 3 clusters Score -1949338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1949337.750000 Penalty: 3075.842041
	Iteration 51Q: 3 clusters Score -1949338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1949334.875000 Penalty: 3075.842041
	Iteration 52Q: 3 clusters Score -1949335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1949337.625000 Penalty: 3075.842041
	Iteration 53Q: 3 clusters Score -1949338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1949338.250000 Penalty: 3075.842041
	Iteration 54Q: 3 clusters Score -1949338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1949340.125000 Penalty: 3075.842041
	Iteration 55Q: 3 clusters Score -1949340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1949338.500000 Penalty: 3075.842041
	Iteration 56Q: 3 clusters Score -1949338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1949341.375000 Penalty: 3075.842041
	Iteration 57Q: 3 clusters Score -1949341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1949342.500000 Penalty: 3075.842041
	Iteration 58Q: 3 clusters Score -1949342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1949341.750000 Penalty: 3075.842041
	Iteration 59Q: 3 clusters Score -1949342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1949346.125000 Penalty: 3075.842041
	Iteration 60F: 3 clusters Score -1949346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1949345.500000 Penalty: 3075.842041
	Iteration 61Q: 3 clusters Score -1949346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1949346.125000 Penalty: 3075.842041
	Iteration 62Q: 3 clusters Score -1949346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1949346.375000 Penalty: 3075.842041
	Iteration 63Q: 3 clusters Score -1949346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1949344.875000 Penalty: 3075.842041
	Iteration 64Q: 3 clusters Score -1949345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1949340.375000 Penalty: 3075.842041
	Iteration 65Q: 3 clusters Score -1949340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1949345.625000 Penalty: 3075.842041
	Iteration 66Q: 3 clusters Score -1949346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1949344.250000 Penalty: 3075.842041
	Iteration 67Q: 3 clusters Score -1949344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1949344.625000 Penalty: 3075.842041
	Iteration 68Q: 3 clusters Score -1949345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1949345.125000 Penalty: 3075.842041
	Iteration 69Q: 3 clusters Score -1949345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1949344.500000 Penalty: 3075.842041
	Iteration 70Q: 3 clusters Score -1949344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1949344.500000 Penalty: 3075.842041
	Iteration 71F: 3 clusters Score -1949344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Entering Unmasked Estep 
Score: -168976.015625 Penalty: 1165.643677
	Iteration 0F: 2 clusters Score -168976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -167314.968750 Penalty: 2331.287354
	Iteration 0F: 3 clusters Score -167315 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -167689.156250 Penalty: 2331.287354
	Iteration 1F: 3 clusters Score -167689.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -167892.468750 Penalty: 2331.287354
	Iteration 2F: 3 clusters Score -167892.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -168055.156250 Penalty: 2331.287354
	Iteration 3F: 3 clusters Score -168055.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -168204.562500 Penalty: 2331.287354
	Iteration 4F: 3 clusters Score -168204.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -168363.703125 Penalty: 2331.287354
	Iteration 5F: 3 clusters Score -168363.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -168495.312500 Penalty: 2331.287354
	Iteration 6F: 3 clusters Score -168495.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -168587.859375 Penalty: 2331.287354
	Iteration 7Q: 3 clusters Score -168587.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -168670.984375 Penalty: 2331.287354
	Iteration 8Q: 3 clusters Score -168671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -168712.515625 Penalty: 2331.287354
	Iteration 9Q: 3 clusters Score -168712.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -168742.015625 Penalty: 2331.287354
	Iteration 10Q: 3 clusters Score -168742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -168760.046875 Penalty: 2331.287354
	Iteration 11Q: 3 clusters Score -168760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -168773.484375 Penalty: 2331.287354
	Iteration 12Q: 3 clusters Score -168773.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -168795.062500 Penalty: 2331.287354
	Iteration 13Q: 3 clusters Score -168795.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -168812.578125 Penalty: 2331.287354
	Iteration 14Q: 3 clusters Score -168812.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -168820.406250 Penalty: 2331.287354
	Iteration 15Q: 3 clusters Score -168820.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -168830.140625 Penalty: 2331.287354
	Iteration 16Q: 3 clusters Score -168830.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -168841.453125 Penalty: 2331.287354
	Iteration 17Q: 3 clusters Score -168841.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -168851.093750 Penalty: 2331.287354
	Iteration 18Q: 3 clusters Score -168851.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -168862.328125 Penalty: 2331.287354
	Iteration 19Q: 3 clusters Score -168862.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -168877.781250 Penalty: 2331.287354
	Iteration 20F: 3 clusters Score -168877.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -168886.500000 Penalty: 2331.287354
	Iteration 21Q: 3 clusters Score -168886.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -168896.578125 Penalty: 2331.287354
	Iteration 22Q: 3 clusters Score -168896.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -168902.000000 Penalty: 2331.287354
	Iteration 23Q: 3 clusters Score -168902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -168909.218750 Penalty: 2331.287354
	Iteration 24Q: 3 clusters Score -168909.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -168915.375000 Penalty: 2331.287354
	Iteration 25Q: 3 clusters Score -168915.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -168924.843750 Penalty: 2331.287354
	Iteration 26Q: 3 clusters Score -168924.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -168931.078125 Penalty: 2331.287354
	Iteration 27Q: 3 clusters Score -168931.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -168936.937500 Penalty: 2331.287354
	Iteration 28Q: 3 clusters Score -168936.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -168940.750000 Penalty: 2331.287354
	Iteration 29Q: 3 clusters Score -168940.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -168944.203125 Penalty: 2331.287354
	Iteration 30Q: 3 clusters Score -168944.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -168946.312500 Penalty: 2331.287354
	Iteration 31Q: 3 clusters Score -168946.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -168947.546875 Penalty: 2331.287354
	Iteration 32Q: 3 clusters Score -168947.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -168950.171875 Penalty: 2331.287354
	Iteration 33Q: 3 clusters Score -168950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -168951.171875 Penalty: 2331.287354
	Iteration 34Q: 3 clusters Score -168951.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -168951.484375 Penalty: 2331.287354
	Iteration 35Q: 3 clusters Score -168951.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -168952.140625 Penalty: 2331.287354
	Iteration 36Q: 3 clusters Score -168952.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -168952.140625 Penalty: 2331.287354
	Iteration 37F: 3 clusters Score -168952.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -188866.984375 Penalty: 1177.997437
	Iteration 0F: 2 clusters Score -188867 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 710 members 
Entering Unmasked Estep 
Score: -187162.546875 Penalty: 2355.994873
	Iteration 0F: 3 clusters Score -187162.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -187488.593750 Penalty: 2355.994873
	Iteration 1F: 3 clusters Score -187488.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -187577.421875 Penalty: 2355.994873
	Iteration 2F: 3 clusters Score -187577.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -187634.328125 Penalty: 2355.994873
	Iteration 3Q: 3 clusters Score -187634.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -187688.968750 Penalty: 2355.994873
	Iteration 4Q: 3 clusters Score -187689 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -187748.562500 Penalty: 2355.994873
	Iteration 5Q: 3 clusters Score -187748.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -187788.921875 Penalty: 2355.994873
	Iteration 6Q: 3 clusters Score -187788.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -187819.812500 Penalty: 2355.994873
	Iteration 7Q: 3 clusters Score -187819.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -187842.468750 Penalty: 2355.994873
	Iteration 8Q: 3 clusters Score -187842.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -187860.578125 Penalty: 2355.994873
	Iteration 9Q: 3 clusters Score -187860.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -187875.515625 Penalty: 2355.994873
	Iteration 10Q: 3 clusters Score -187875.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -187895.109375 Penalty: 2355.994873
	Iteration 11Q: 3 clusters Score -187895.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -187930.937500 Penalty: 2355.994873
	Iteration 12Q: 3 clusters Score -187930.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -187972.625000 Penalty: 2355.994873
	Iteration 13Q: 3 clusters Score -187972.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -188012.406250 Penalty: 2355.994873
	Iteration 14Q: 3 clusters Score -188012.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -188043.546875 Penalty: 2355.994873
	Iteration 15Q: 3 clusters Score -188043.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -188059.515625 Penalty: 2355.994873
	Iteration 16Q: 3 clusters Score -188059.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -188068.562500 Penalty: 2355.994873
	Iteration 17Q: 3 clusters Score -188068.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -188077.187500 Penalty: 2355.994873
	Iteration 18Q: 3 clusters Score -188077.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -188082.765625 Penalty: 2355.994873
	Iteration 19Q: 3 clusters Score -188082.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -188085.953125 Penalty: 2355.994873
	Iteration 20F: 3 clusters Score -188086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -188097.062500 Penalty: 2355.994873
	Iteration 21Q: 3 clusters Score -188097.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -188101.437500 Penalty: 2355.994873
	Iteration 22Q: 3 clusters Score -188101.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -188103.515625 Penalty: 2355.994873
	Iteration 23Q: 3 clusters Score -188103.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -188104.546875 Penalty: 2355.994873
	Iteration 24Q: 3 clusters Score -188104.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -188105.328125 Penalty: 2355.994873
	Iteration 25Q: 3 clusters Score -188105.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -188106.015625 Penalty: 2355.994873
	Iteration 26Q: 3 clusters Score -188106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -188107.359375 Penalty: 2355.994873
	Iteration 27Q: 3 clusters Score -188107.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -188107.734375 Penalty: 2355.994873
	Iteration 28Q: 3 clusters Score -188107.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -188108.781250 Penalty: 2355.994873
	Iteration 29Q: 3 clusters Score -188108.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -188110.265625 Penalty: 2355.994873
	Iteration 30Q: 3 clusters Score -188110.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -188111.781250 Penalty: 2355.994873
	Iteration 31Q: 3 clusters Score -188111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -188112.750000 Penalty: 2355.994873
	Iteration 32Q: 3 clusters Score -188112.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -188112.750000 Penalty: 2355.994873
	Iteration 33F: 3 clusters Score -188112.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Entering Unmasked Estep 
Score: -978464.250000 Penalty: 1429.306641
	Iteration 0F: 2 clusters Score -978464.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -973414.625000 Penalty: 2858.613281
	Iteration 0F: 3 clusters Score -973414.6 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -974919.312500 Penalty: 2858.613281
	Iteration 1F: 3 clusters Score -974919.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -975127.812500 Penalty: 2858.613281
	Iteration 2F: 3 clusters Score -975127.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -975269.625000 Penalty: 2858.613281
	Iteration 3F: 3 clusters Score -975269.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -975384.312500 Penalty: 2858.613281
	Iteration 4Q: 3 clusters Score -975384.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -975490.562500 Penalty: 2858.613281
	Iteration 5Q: 3 clusters Score -975490.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -975579.375000 Penalty: 2858.613281
	Iteration 6Q: 3 clusters Score -975579.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -975665.250000 Penalty: 2858.613281
	Iteration 7Q: 3 clusters Score -975665.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -975735.250000 Penalty: 2858.613281
	Iteration 8Q: 3 clusters Score -975735.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -975799.500000 Penalty: 2858.613281
	Iteration 9Q: 3 clusters Score -975799.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -975853.375000 Penalty: 2858.613281
	Iteration 10Q: 3 clusters Score -975853.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -975904.187500 Penalty: 2858.613281
	Iteration 11Q: 3 clusters Score -975904.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -975946.812500 Penalty: 2858.613281
	Iteration 12Q: 3 clusters Score -975946.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -976000.875000 Penalty: 2858.613281
	Iteration 13Q: 3 clusters Score -976000.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -976072.500000 Penalty: 2858.613281
	Iteration 14Q: 3 clusters Score -976072.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -976143.500000 Penalty: 2858.613281
	Iteration 15Q: 3 clusters Score -976143.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -976209.250000 Penalty: 2858.613281
	Iteration 16Q: 3 clusters Score -976209.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -976270.875000 Penalty: 2858.613281
	Iteration 17Q: 3 clusters Score -976270.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -976326.437500 Penalty: 2858.613281
	Iteration 18Q: 3 clusters Score -976326.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -976386.500000 Penalty: 2858.613281
	Iteration 19Q: 3 clusters Score -976386.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -976445.875000 Penalty: 2858.613281
	Iteration 20F: 3 clusters Score -976445.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -976524.062500 Penalty: 2858.613281
	Iteration 21Q: 3 clusters Score -976524.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -976607.250000 Penalty: 2858.613281
	Iteration 22Q: 3 clusters Score -976607.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -976690.500000 Penalty: 2858.613281
	Iteration 23Q: 3 clusters Score -976690.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -976763.187500 Penalty: 2858.613281
	Iteration 24Q: 3 clusters Score -976763.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -976836.937500 Penalty: 2858.613281
	Iteration 25Q: 3 clusters Score -976836.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -976889.812500 Penalty: 2858.613281
	Iteration 26Q: 3 clusters Score -976889.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -976932.187500 Penalty: 2858.613281
	Iteration 27Q: 3 clusters Score -976932.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -976973.125000 Penalty: 2858.613281
	Iteration 28Q: 3 clusters Score -976973.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -977012.437500 Penalty: 2858.613281
	Iteration 29Q: 3 clusters Score -977012.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -977040.437500 Penalty: 2858.613281
	Iteration 30Q: 3 clusters Score -977040.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -977068.000000 Penalty: 2858.613281
	Iteration 31Q: 3 clusters Score -977068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -977092.937500 Penalty: 2858.613281
	Iteration 32Q: 3 clusters Score -977092.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -977114.250000 Penalty: 2858.613281
	Iteration 33Q: 3 clusters Score -977114.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -977129.625000 Penalty: 2858.613281
	Iteration 34Q: 3 clusters Score -977129.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -977141.187500 Penalty: 2858.613281
	Iteration 35Q: 3 clusters Score -977141.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -977153.250000 Penalty: 2858.613281
	Iteration 36Q: 3 clusters Score -977153.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -977158.937500 Penalty: 2858.613281
	Iteration 37Q: 3 clusters Score -977158.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -977164.812500 Penalty: 2858.613281
	Iteration 38Q: 3 clusters Score -977164.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -977170.562500 Penalty: 2858.613281
	Iteration 39Q: 3 clusters Score -977170.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -977177.500000 Penalty: 2858.613281
	Iteration 40F: 3 clusters Score -977177.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -977185.750000 Penalty: 2858.613281
	Iteration 41Q: 3 clusters Score -977185.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -977194.000000 Penalty: 2858.613281
	Iteration 42Q: 3 clusters Score -977194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -977200.062500 Penalty: 2858.613281
	Iteration 43Q: 3 clusters Score -977200.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -977205.625000 Penalty: 2858.613281
	Iteration 44Q: 3 clusters Score -977205.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -977211.625000 Penalty: 2858.613281
	Iteration 45Q: 3 clusters Score -977211.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -977215.812500 Penalty: 2858.613281
	Iteration 46Q: 3 clusters Score -977215.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -977217.562500 Penalty: 2858.613281
	Iteration 47Q: 3 clusters Score -977217.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -977221.312500 Penalty: 2858.613281
	Iteration 48Q: 3 clusters Score -977221.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -977221.625000 Penalty: 2858.613281
	Iteration 49Q: 3 clusters Score -977221.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -977223.625000 Penalty: 2858.613281
	Iteration 50Q: 3 clusters Score -977223.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -977223.875000 Penalty: 2858.613281
	Iteration 51Q: 3 clusters Score -977223.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -977225.375000 Penalty: 2858.613281
	Iteration 52Q: 3 clusters Score -977225.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -977226.562500 Penalty: 2858.613281
	Iteration 53Q: 3 clusters Score -977226.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -977230.375000 Penalty: 2858.613281
	Iteration 54Q: 3 clusters Score -977230.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -977233.000000 Penalty: 2858.613281
	Iteration 55Q: 3 clusters Score -977233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -977234.437500 Penalty: 2858.613281
	Iteration 56Q: 3 clusters Score -977234.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -977235.062500 Penalty: 2858.613281
	Iteration 57Q: 3 clusters Score -977235.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -977237.500000 Penalty: 2858.613281
	Iteration 58Q: 3 clusters Score -977237.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -977239.812500 Penalty: 2858.613281
	Iteration 59Q: 3 clusters Score -977239.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -977240.375000 Penalty: 2858.613281
	Iteration 60F: 3 clusters Score -977240.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -977241.000000 Penalty: 2858.613281
	Iteration 61Q: 3 clusters Score -977241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -977241.562500 Penalty: 2858.613281
	Iteration 62Q: 3 clusters Score -977241.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -977242.625000 Penalty: 2858.613281
	Iteration 63Q: 3 clusters Score -977242.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -977242.500000 Penalty: 2858.613281
	Iteration 64Q: 3 clusters Score -977242.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -977242.500000 Penalty: 2858.613281
	Iteration 65F: 3 clusters Score -977242.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Entering Unmasked Estep 
Score: -1383340.250000 Penalty: 1490.148315
	Iteration 0F: 2 clusters Score -1383340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1376531.125000 Penalty: 2980.296631
	Iteration 0F: 3 clusters Score -1376531 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1379431.125000 Penalty: 2980.296631
	Iteration 1F: 3 clusters Score -1379431 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1380497.750000 Penalty: 2980.296631
	Iteration 2F: 3 clusters Score -1380498 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1381373.500000 Penalty: 2980.296631
	Iteration 3F: 3 clusters Score -1381374 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1381837.750000 Penalty: 2980.296631
	Iteration 4F: 3 clusters Score -1381838 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1382068.625000 Penalty: 2980.296631
	Iteration 5Q: 3 clusters Score -1382069 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1382215.500000 Penalty: 2980.296631
	Iteration 6Q: 3 clusters Score -1382216 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1382331.250000 Penalty: 2980.296631
	Iteration 7Q: 3 clusters Score -1382331 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1382425.750000 Penalty: 2980.296631
	Iteration 8Q: 3 clusters Score -1382426 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1382509.250000 Penalty: 2980.296631
	Iteration 9Q: 3 clusters Score -1382509 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1382580.750000 Penalty: 2980.296631
	Iteration 10Q: 3 clusters Score -1382581 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1382632.875000 Penalty: 2980.296631
	Iteration 11Q: 3 clusters Score -1382633 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1382665.375000 Penalty: 2980.296631
	Iteration 12Q: 3 clusters Score -1382665 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1382686.750000 Penalty: 2980.296631
	Iteration 13Q: 3 clusters Score -1382687 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1382718.750000 Penalty: 2980.296631
	Iteration 14Q: 3 clusters Score -1382719 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1382761.625000 Penalty: 2980.296631
	Iteration 15Q: 3 clusters Score -1382762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1382819.375000 Penalty: 2980.296631
	Iteration 16Q: 3 clusters Score -1382819 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1382860.750000 Penalty: 2980.296631
	Iteration 17Q: 3 clusters Score -1382861 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1382891.750000 Penalty: 2980.296631
	Iteration 18Q: 3 clusters Score -1382892 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1382912.250000 Penalty: 2980.296631
	Iteration 19Q: 3 clusters Score -1382912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1382933.250000 Penalty: 2980.296631
	Iteration 20F: 3 clusters Score -1382933 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1382949.625000 Penalty: 2980.296631
	Iteration 21Q: 3 clusters Score -1382950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1382960.750000 Penalty: 2980.296631
	Iteration 22Q: 3 clusters Score -1382961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1382969.625000 Penalty: 2980.296631
	Iteration 23Q: 3 clusters Score -1382970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1382974.625000 Penalty: 2980.296631
	Iteration 24Q: 3 clusters Score -1382975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1382981.500000 Penalty: 2980.296631
	Iteration 25Q: 3 clusters Score -1382982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1382991.125000 Penalty: 2980.296631
	Iteration 26Q: 3 clusters Score -1382991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1382993.125000 Penalty: 2980.296631
	Iteration 27Q: 3 clusters Score -1382993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1382993.375000 Penalty: 2980.296631
	Iteration 28Q: 3 clusters Score -1382993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1382993.375000 Penalty: 2980.296631
	Iteration 29F: 3 clusters Score -1382993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (20396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Entering Unmasked Estep 
Score: -3113277.750000 Penalty: 1612.502686
	Iteration 0F: 2 clusters Score -3113278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -3100356.000000 Penalty: 3225.005371
	Iteration 0F: 3 clusters Score -3100356 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -3105336.500000 Penalty: 3225.005371
	Iteration 1F: 3 clusters Score -3105336 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3105747.500000 Penalty: 3225.005371
	Iteration 2F: 3 clusters Score -3105748 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -3106156.000000 Penalty: 3225.005371
	Iteration 3F: 3 clusters Score -3106156 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3106554.000000 Penalty: 3225.005371
	Iteration 4Q: 3 clusters Score -3106554 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -3107013.750000 Penalty: 3225.005371
	Iteration 5F: 3 clusters Score -3107014 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -3107507.750000 Penalty: 3225.005371
	Iteration 6F: 3 clusters Score -3107508 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -3108074.000000 Penalty: 3225.005371
	Iteration 7F: 3 clusters Score -3108074 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -3108779.000000 Penalty: 3225.005371
	Iteration 8F: 3 clusters Score -3108779 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3109509.500000 Penalty: 3225.005371
	Iteration 9F: 3 clusters Score -3109510 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -3110246.000000 Penalty: 3225.005371
	Iteration 10F: 3 clusters Score -3110246 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3110876.500000 Penalty: 3225.005371
	Iteration 11Q: 3 clusters Score -3110876 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -3111416.750000 Penalty: 3225.005371
	Iteration 12Q: 3 clusters Score -3111417 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -3111691.500000 Penalty: 3225.005371
	Iteration 13Q: 3 clusters Score -3111692 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -3111851.250000 Penalty: 3225.005371
	Iteration 14Q: 3 clusters Score -3111851 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -3111934.250000 Penalty: 3225.005371
	Iteration 15Q: 3 clusters Score -3111934 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -3112003.500000 Penalty: 3225.005371
	Iteration 16Q: 3 clusters Score -3112004 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -3112019.250000 Penalty: 3225.005371
	Iteration 17Q: 3 clusters Score -3112019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -3112023.500000 Penalty: 3225.005371
	Iteration 18Q: 3 clusters Score -3112024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -3112039.500000 Penalty: 3225.005371
	Iteration 19Q: 3 clusters Score -3112040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -3112042.000000 Penalty: 3225.005371
	Iteration 20F: 3 clusters Score -3112042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -3112055.750000 Penalty: 3225.005371
	Iteration 21Q: 3 clusters Score -3112056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -3112059.500000 Penalty: 3225.005371
	Iteration 22Q: 3 clusters Score -3112060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -3112056.000000 Penalty: 3225.005371
	Iteration 23Q: 3 clusters Score -3112056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3112057.500000 Penalty: 3225.005371
	Iteration 24Q: 3 clusters Score -3112058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -3112057.250000 Penalty: 3225.005371
	Iteration 25Q: 3 clusters Score -3112057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -3112059.000000 Penalty: 3225.005371
	Iteration 26Q: 3 clusters Score -3112059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -3112057.000000 Penalty: 3225.005371
	Iteration 27Q: 3 clusters Score -3112057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -3112063.250000 Penalty: 3225.005371
	Iteration 28Q: 3 clusters Score -3112063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -3112064.250000 Penalty: 3225.005371
	Iteration 29Q: 3 clusters Score -3112064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -3112065.750000 Penalty: 3225.005371
	Iteration 30Q: 3 clusters Score -3112066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -3112067.750000 Penalty: 3225.005371
	Iteration 31Q: 3 clusters Score -3112068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -3112069.500000 Penalty: 3225.005371
	Iteration 32Q: 3 clusters Score -3112070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -3112068.750000 Penalty: 3225.005371
	Iteration 33Q: 3 clusters Score -3112069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -3112074.000000 Penalty: 3225.005371
	Iteration 34Q: 3 clusters Score -3112074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -3112075.750000 Penalty: 3225.005371
	Iteration 35Q: 3 clusters Score -3112076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -3112075.250000 Penalty: 3225.005371
	Iteration 36Q: 3 clusters Score -3112075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -3112073.250000 Penalty: 3225.005371
	Iteration 37Q: 3 clusters Score -3112073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -3112075.500000 Penalty: 3225.005371
	Iteration 38Q: 3 clusters Score -3112076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -3112077.000000 Penalty: 3225.005371
	Iteration 39Q: 3 clusters Score -3112077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -3112084.500000 Penalty: 3225.005371
	Iteration 40F: 3 clusters Score -3112084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -3112085.750000 Penalty: 3225.005371
	Iteration 41Q: 3 clusters Score -3112086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3112079.250000 Penalty: 3225.005371
	Iteration 42Q: 3 clusters Score -3112079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3112079.250000 Penalty: 3225.005371
	Iteration 43F: 3 clusters Score -3112079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -277100.218750 Penalty: 1233.595581
	Iteration 0F: 2 clusters Score -277100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -275073.562500 Penalty: 2467.191162
	Iteration 0F: 3 clusters Score -275073.6 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -275592.218750 Penalty: 2467.191162
	Iteration 1F: 3 clusters Score -275592.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -275784.812500 Penalty: 2467.191162
	Iteration 2F: 3 clusters Score -275784.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -275944.406250 Penalty: 2467.191162
	Iteration 3F: 3 clusters Score -275944.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -276085.750000 Penalty: 2467.191162
	Iteration 4F: 3 clusters Score -276085.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -276182.000000 Penalty: 2467.191162
	Iteration 5F: 3 clusters Score -276182 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -276239.562500 Penalty: 2467.191162
	Iteration 6Q: 3 clusters Score -276239.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -276286.156250 Penalty: 2467.191162
	Iteration 7Q: 3 clusters Score -276286.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -276316.375000 Penalty: 2467.191162
	Iteration 8Q: 3 clusters Score -276316.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -276342.000000 Penalty: 2467.191162
	Iteration 9Q: 3 clusters Score -276342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -276363.375000 Penalty: 2467.191162
	Iteration 10Q: 3 clusters Score -276363.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -276386.125000 Penalty: 2467.191162
	Iteration 11Q: 3 clusters Score -276386.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -276400.031250 Penalty: 2467.191162
	Iteration 12Q: 3 clusters Score -276400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -276408.250000 Penalty: 2467.191162
	Iteration 13Q: 3 clusters Score -276408.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -276413.937500 Penalty: 2467.191162
	Iteration 14Q: 3 clusters Score -276413.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -276416.156250 Penalty: 2467.191162
	Iteration 15Q: 3 clusters Score -276416.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -276417.656250 Penalty: 2467.191162
	Iteration 16Q: 3 clusters Score -276417.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -276417.843750 Penalty: 2467.191162
	Iteration 17Q: 3 clusters Score -276417.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -276419.656250 Penalty: 2467.191162
	Iteration 18Q: 3 clusters Score -276419.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -276421.281250 Penalty: 2467.191162
	Iteration 19Q: 3 clusters Score -276421.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -276421.500000 Penalty: 2467.191162
	Iteration 20F: 3 clusters Score -276421.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -276422.343750 Penalty: 2467.191162
	Iteration 21Q: 3 clusters Score -276422.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -276423.718750 Penalty: 2467.191162
	Iteration 22Q: 3 clusters Score -276423.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -276425.656250 Penalty: 2467.191162
	Iteration 23Q: 3 clusters Score -276425.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -276426.062500 Penalty: 2467.191162
	Iteration 24Q: 3 clusters Score -276426.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -276426.062500 Penalty: 2467.191162
	Iteration 25F: 3 clusters Score -276426.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -176625.109375 Penalty: 1150.914185
	Iteration 0F: 2 clusters Score -176625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -175039.687500 Penalty: 2301.828369
	Iteration 0F: 3 clusters Score -175039.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -175319.312500 Penalty: 2301.828369
	Iteration 1F: 3 clusters Score -175319.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -175386.812500 Penalty: 2301.828369
	Iteration 2F: 3 clusters Score -175386.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -175428.578125 Penalty: 2301.828369
	Iteration 3Q: 3 clusters Score -175428.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -175455.718750 Penalty: 2301.828369
	Iteration 4Q: 3 clusters Score -175455.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -175476.687500 Penalty: 2301.828369
	Iteration 5Q: 3 clusters Score -175476.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -175491.890625 Penalty: 2301.828369
	Iteration 6Q: 3 clusters Score -175491.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -175500.640625 Penalty: 2301.828369
	Iteration 7Q: 3 clusters Score -175500.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -175511.140625 Penalty: 2301.828369
	Iteration 8Q: 3 clusters Score -175511.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -175517.859375 Penalty: 2301.828369
	Iteration 9Q: 3 clusters Score -175517.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -175523.156250 Penalty: 2301.828369
	Iteration 10Q: 3 clusters Score -175523.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -175523.625000 Penalty: 2301.828369
	Iteration 11Q: 3 clusters Score -175523.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -175527.046875 Penalty: 2301.828369
	Iteration 12Q: 3 clusters Score -175527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -175527.375000 Penalty: 2301.828369
	Iteration 13Q: 3 clusters Score -175527.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -175527.375000 Penalty: 2301.828369
	Iteration 14F: 3 clusters Score -175527.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (28968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Entering Unmasked Estep 
Score: -4417210.500000 Penalty: 1669.516357
	Iteration 0F: 2 clusters Score -4417210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -4400610.000000 Penalty: 3339.032715
	Iteration 0F: 3 clusters Score -4400610 nChanged 13317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -4407868.000000 Penalty: 3339.032715
	Iteration 1F: 3 clusters Score -4407868 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -4408463.500000 Penalty: 3339.032715
	Iteration 2F: 3 clusters Score -4408464 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -4409203.000000 Penalty: 3339.032715
	Iteration 3F: 3 clusters Score -4409203 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -4410013.000000 Penalty: 3339.032715
	Iteration 4F: 3 clusters Score -4410013 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -4410867.000000 Penalty: 3339.032715
	Iteration 5F: 3 clusters Score -4410867 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -4411573.500000 Penalty: 3339.032715
	Iteration 6F: 3 clusters Score -4411574 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -4412190.000000 Penalty: 3339.032715
	Iteration 7F: 3 clusters Score -4412190 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -4412617.500000 Penalty: 3339.032715
	Iteration 8Q: 3 clusters Score -4412618 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -4412958.500000 Penalty: 3339.032715
	Iteration 9Q: 3 clusters Score -4412958 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -4413151.500000 Penalty: 3339.032715
	Iteration 10Q: 3 clusters Score -4413152 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -4413230.500000 Penalty: 3339.032715
	Iteration 11Q: 3 clusters Score -4413230 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -4413244.000000 Penalty: 3339.032715
	Iteration 12Q: 3 clusters Score -4413244 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -4413245.000000 Penalty: 3339.032715
	Iteration 13Q: 3 clusters Score -4413245 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -4413224.000000 Penalty: 3339.032715
	Iteration 14Q: 3 clusters Score -4413224 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -4413213.500000 Penalty: 3339.032715
	Iteration 15Q: 3 clusters Score -4413214 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -4413218.500000 Penalty: 3339.032715
	Iteration 16Q: 3 clusters Score -4413218 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -4413208.500000 Penalty: 3339.032715
	Iteration 17Q: 3 clusters Score -4413208 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -4413212.500000 Penalty: 3339.032715
	Iteration 18Q: 3 clusters Score -4413212 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -4413237.000000 Penalty: 3339.032715
	Iteration 19Q: 3 clusters Score -4413237 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -4413258.000000 Penalty: 3339.032715
	Iteration 20F: 3 clusters Score -4413258 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -4413266.000000 Penalty: 3339.032715
	Iteration 21Q: 3 clusters Score -4413266 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -4413289.000000 Penalty: 3339.032715
	Iteration 22Q: 3 clusters Score -4413289 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -4413315.000000 Penalty: 3339.032715
	Iteration 23Q: 3 clusters Score -4413315 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -4413304.000000 Penalty: 3339.032715
	Iteration 24Q: 3 clusters Score -4413304 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -4413313.500000 Penalty: 3339.032715
	Iteration 25Q: 3 clusters Score -4413314 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4413340.500000 Penalty: 3339.032715
	Iteration 26Q: 3 clusters Score -4413340 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -4413327.500000 Penalty: 3339.032715
	Iteration 27Q: 3 clusters Score -4413328 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -4413357.000000 Penalty: 3339.032715
	Iteration 28Q: 3 clusters Score -4413357 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -4413381.000000 Penalty: 3339.032715
	Iteration 29Q: 3 clusters Score -4413381 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -4413418.500000 Penalty: 3339.032715
	Iteration 30Q: 3 clusters Score -4413418 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -4413462.500000 Penalty: 3339.032715
	Iteration 31Q: 3 clusters Score -4413462 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -4413508.000000 Penalty: 3339.032715
	Iteration 32Q: 3 clusters Score -4413508 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -4413542.500000 Penalty: 3339.032715
	Iteration 33Q: 3 clusters Score -4413542 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -4413588.000000 Penalty: 3339.032715
	Iteration 34Q: 3 clusters Score -4413588 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -4413630.000000 Penalty: 3339.032715
	Iteration 35Q: 3 clusters Score -4413630 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -4413712.000000 Penalty: 3339.032715
	Iteration 36Q: 3 clusters Score -4413712 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -4413762.000000 Penalty: 3339.032715
	Iteration 37Q: 3 clusters Score -4413762 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -4413802.000000 Penalty: 3339.032715
	Iteration 38Q: 3 clusters Score -4413802 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -4413837.000000 Penalty: 3339.032715
	Iteration 39Q: 3 clusters Score -4413837 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -4413899.500000 Penalty: 3339.032715
	Iteration 40F: 3 clusters Score -4413900 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -4413948.500000 Penalty: 3339.032715
	Iteration 41Q: 3 clusters Score -4413948 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -4413990.000000 Penalty: 3339.032715
	Iteration 42Q: 3 clusters Score -4413990 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -4414073.000000 Penalty: 3339.032715
	Iteration 43Q: 3 clusters Score -4414073 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -4414150.500000 Penalty: 3339.032715
	Iteration 44Q: 3 clusters Score -4414150 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -4414227.500000 Penalty: 3339.032715
	Iteration 45Q: 3 clusters Score -4414228 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -4414297.500000 Penalty: 3339.032715
	Iteration 46Q: 3 clusters Score -4414298 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -4414356.000000 Penalty: 3339.032715
	Iteration 47Q: 3 clusters Score -4414356 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -4414379.000000 Penalty: 3339.032715
	Iteration 48Q: 3 clusters Score -4414379 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -4414447.500000 Penalty: 3339.032715
	Iteration 49Q: 3 clusters Score -4414448 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -4414447.000000 Penalty: 3339.032715
	Iteration 50Q: 3 clusters Score -4414447 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -4414456.000000 Penalty: 3339.032715
	Iteration 51Q: 3 clusters Score -4414456 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -4414456.500000 Penalty: 3339.032715
	Iteration 52Q: 3 clusters Score -4414456 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -4414434.000000 Penalty: 3339.032715
	Iteration 53Q: 3 clusters Score -4414434 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -4414371.000000 Penalty: 3339.032715
	Iteration 54Q: 3 clusters Score -4414371 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -4414330.500000 Penalty: 3339.032715
	Iteration 55Q: 3 clusters Score -4414330 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -4414305.000000 Penalty: 3339.032715
	Iteration 56Q: 3 clusters Score -4414305 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -4414254.500000 Penalty: 3339.032715
	Iteration 57Q: 3 clusters Score -4414254 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -4414208.500000 Penalty: 3339.032715
	Iteration 58Q: 3 clusters Score -4414208 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -4414183.000000 Penalty: 3339.032715
	Iteration 59Q: 3 clusters Score -4414183 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -4414239.500000 Penalty: 3339.032715
	Iteration 60F: 3 clusters Score -4414240 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -4414232.500000 Penalty: 3339.032715
	Iteration 61Q: 3 clusters Score -4414232 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -4414258.000000 Penalty: 3339.032715
	Iteration 62Q: 3 clusters Score -4414258 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -4414280.500000 Penalty: 3339.032715
	Iteration 63Q: 3 clusters Score -4414280 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4414339.500000 Penalty: 3339.032715
	Iteration 64Q: 3 clusters Score -4414340 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -4414364.500000 Penalty: 3339.032715
	Iteration 65Q: 3 clusters Score -4414364 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -4414339.000000 Penalty: 3339.032715
	Iteration 66Q: 3 clusters Score -4414339 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -4414318.500000 Penalty: 3339.032715
	Iteration 67Q: 3 clusters Score -4414318 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4414343.000000 Penalty: 3339.032715
	Iteration 68Q: 3 clusters Score -4414343 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4414364.000000 Penalty: 3339.032715
	Iteration 69Q: 3 clusters Score -4414364 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4414394.500000 Penalty: 3339.032715
	Iteration 70Q: 3 clusters Score -4414394 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4414433.500000 Penalty: 3339.032715
	Iteration 71Q: 3 clusters Score -4414434 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4414454.000000 Penalty: 3339.032715
	Iteration 72Q: 3 clusters Score -4414454 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4414491.000000 Penalty: 3339.032715
	Iteration 73Q: 3 clusters Score -4414491 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4414540.500000 Penalty: 3339.032715
	Iteration 74Q: 3 clusters Score -4414540 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4414576.500000 Penalty: 3339.032715
	Iteration 75Q: 3 clusters Score -4414576 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4414619.000000 Penalty: 3339.032715
	Iteration 76Q: 3 clusters Score -4414619 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4414737.500000 Penalty: 3339.032715
	Iteration 77Q: 3 clusters Score -4414738 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4414852.000000 Penalty: 3339.032715
	Iteration 78Q: 3 clusters Score -4414852 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4414976.000000 Penalty: 3339.032715
	Iteration 79Q: 3 clusters Score -4414976 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4415081.500000 Penalty: 3339.032715
	Iteration 80F: 3 clusters Score -4415082 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4415154.000000 Penalty: 3339.032715
	Iteration 81Q: 3 clusters Score -4415154 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4415247.000000 Penalty: 3339.032715
	Iteration 82Q: 3 clusters Score -4415247 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4415297.000000 Penalty: 3339.032715
	Iteration 83Q: 3 clusters Score -4415297 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4415372.500000 Penalty: 3339.032715
	Iteration 84Q: 3 clusters Score -4415372 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4415424.000000 Penalty: 3339.032715
	Iteration 85Q: 3 clusters Score -4415424 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4415475.000000 Penalty: 3339.032715
	Iteration 86Q: 3 clusters Score -4415475 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4415529.500000 Penalty: 3339.032715
	Iteration 87Q: 3 clusters Score -4415530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4415587.000000 Penalty: 3339.032715
	Iteration 88Q: 3 clusters Score -4415587 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4415624.500000 Penalty: 3339.032715
	Iteration 89Q: 3 clusters Score -4415624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4415654.500000 Penalty: 3339.032715
	Iteration 90Q: 3 clusters Score -4415654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4415690.000000 Penalty: 3339.032715
	Iteration 91Q: 3 clusters Score -4415690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4415702.500000 Penalty: 3339.032715
	Iteration 92Q: 3 clusters Score -4415702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4415712.500000 Penalty: 3339.032715
	Iteration 93Q: 3 clusters Score -4415712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4415726.500000 Penalty: 3339.032715
	Iteration 94Q: 3 clusters Score -4415726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4415742.000000 Penalty: 3339.032715
	Iteration 95Q: 3 clusters Score -4415742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4415764.500000 Penalty: 3339.032715
	Iteration 96Q: 3 clusters Score -4415764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4415776.500000 Penalty: 3339.032715
	Iteration 97Q: 3 clusters Score -4415776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4415798.500000 Penalty: 3339.032715
	Iteration 98Q: 3 clusters Score -4415798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4415803.000000 Penalty: 3339.032715
	Iteration 99Q: 3 clusters Score -4415803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4415802.500000 Penalty: 3339.032715
	Iteration 100F: 3 clusters Score -4415802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4415810.000000 Penalty: 3339.032715
	Iteration 101Q: 3 clusters Score -4415810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4415812.000000 Penalty: 3339.032715
	Iteration 102Q: 3 clusters Score -4415812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4415814.000000 Penalty: 3339.032715
	Iteration 103Q: 3 clusters Score -4415814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4415816.000000 Penalty: 3339.032715
	Iteration 104Q: 3 clusters Score -4415816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4415816.500000 Penalty: 3339.032715
	Iteration 105Q: 3 clusters Score -4415816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4415816.500000 Penalty: 3339.032715
	Iteration 106F: 3 clusters Score -4415816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -150995.390625 Penalty: 1151.050537
	Iteration 0F: 2 clusters Score -150995.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -149478.140625 Penalty: 2302.101074
	Iteration 0F: 3 clusters Score -149478.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -149838.375000 Penalty: 2302.101074
	Iteration 1F: 3 clusters Score -149838.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -150001.031250 Penalty: 2302.101074
	Iteration 2F: 3 clusters Score -150001 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -150173.046875 Penalty: 2302.101074
	Iteration 3F: 3 clusters Score -150173 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -150288.312500 Penalty: 2302.101074
	Iteration 4F: 3 clusters Score -150288.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -150352.765625 Penalty: 2302.101074
	Iteration 5Q: 3 clusters Score -150352.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -150393.890625 Penalty: 2302.101074
	Iteration 6Q: 3 clusters Score -150393.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -150409.546875 Penalty: 2302.101074
	Iteration 7Q: 3 clusters Score -150409.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -150416.406250 Penalty: 2302.101074
	Iteration 8Q: 3 clusters Score -150416.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -150417.500000 Penalty: 2302.101074
	Iteration 9Q: 3 clusters Score -150417.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -150417.968750 Penalty: 2302.101074
	Iteration 10Q: 3 clusters Score -150418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -150419.406250 Penalty: 2302.101074
	Iteration 11Q: 3 clusters Score -150419.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -150419.406250 Penalty: 2302.101074
	Iteration 12F: 3 clusters Score -150419.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -80588.312500 Penalty: 1052.007202
	Iteration 0F: 2 clusters Score -80588.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79394.609375 Penalty: 2104.014404
	Iteration 0F: 3 clusters Score -79394.61 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79610.781250 Penalty: 2104.014404
	Iteration 1F: 3 clusters Score -79610.78 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -79682.960938 Penalty: 2104.014404
	Iteration 2F: 3 clusters Score -79682.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -79718.296875 Penalty: 2104.014404
	Iteration 3Q: 3 clusters Score -79718.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -79737.812500 Penalty: 2104.014404
	Iteration 4Q: 3 clusters Score -79737.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -79749.789062 Penalty: 2104.014404
	Iteration 5Q: 3 clusters Score -79749.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -79763.765625 Penalty: 2104.014404
	Iteration 6Q: 3 clusters Score -79763.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -79769.921875 Penalty: 2104.014404
	Iteration 7Q: 3 clusters Score -79769.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79777.578125 Penalty: 2104.014404
	Iteration 8Q: 3 clusters Score -79777.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -79779.359375 Penalty: 2104.014404
	Iteration 9Q: 3 clusters Score -79779.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -79780.414062 Penalty: 2104.014404
	Iteration 10Q: 3 clusters Score -79780.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79785.507812 Penalty: 2104.014404
	Iteration 11Q: 3 clusters Score -79785.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -79794.101562 Penalty: 2104.014404
	Iteration 12Q: 3 clusters Score -79794.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -79797.218750 Penalty: 2104.014404
	Iteration 13Q: 3 clusters Score -79797.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -79802.421875 Penalty: 2104.014404
	Iteration 14Q: 3 clusters Score -79802.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -79804.250000 Penalty: 2104.014404
	Iteration 15Q: 3 clusters Score -79804.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -79804.250000 Penalty: 2104.014404
	Iteration 16F: 3 clusters Score -79804.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Entering Unmasked Estep 
Score: -692155.000000 Penalty: 1383.065918
	Iteration 0F: 2 clusters Score -692155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -688136.562500 Penalty: 2766.131836
	Iteration 0F: 3 clusters Score -688136.6 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -689291.562500 Penalty: 2766.131836
	Iteration 1F: 3 clusters Score -689291.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -689500.437500 Penalty: 2766.131836
	Iteration 2F: 3 clusters Score -689500.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -689650.437500 Penalty: 2766.131836
	Iteration 3F: 3 clusters Score -689650.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -689765.687500 Penalty: 2766.131836
	Iteration 4Q: 3 clusters Score -689765.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -689886.437500 Penalty: 2766.131836
	Iteration 5Q: 3 clusters Score -689886.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -690019.250000 Penalty: 2766.131836
	Iteration 6Q: 3 clusters Score -690019.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -690141.000000 Penalty: 2766.131836
	Iteration 7Q: 3 clusters Score -690141 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -690258.500000 Penalty: 2766.131836
	Iteration 8Q: 3 clusters Score -690258.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -690362.500000 Penalty: 2766.131836
	Iteration 9Q: 3 clusters Score -690362.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -690433.187500 Penalty: 2766.131836
	Iteration 10Q: 3 clusters Score -690433.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -690497.562500 Penalty: 2766.131836
	Iteration 11Q: 3 clusters Score -690497.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -690569.437500 Penalty: 2766.131836
	Iteration 12Q: 3 clusters Score -690569.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -690626.500000 Penalty: 2766.131836
	Iteration 13Q: 3 clusters Score -690626.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -690674.750000 Penalty: 2766.131836
	Iteration 14Q: 3 clusters Score -690674.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -690717.375000 Penalty: 2766.131836
	Iteration 15Q: 3 clusters Score -690717.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -690754.750000 Penalty: 2766.131836
	Iteration 16Q: 3 clusters Score -690754.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -690787.250000 Penalty: 2766.131836
	Iteration 17Q: 3 clusters Score -690787.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -690817.250000 Penalty: 2766.131836
	Iteration 18Q: 3 clusters Score -690817.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -690835.000000 Penalty: 2766.131836
	Iteration 19Q: 3 clusters Score -690835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -690850.687500 Penalty: 2766.131836
	Iteration 20F: 3 clusters Score -690850.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -690862.062500 Penalty: 2766.131836
	Iteration 21Q: 3 clusters Score -690862.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -690870.312500 Penalty: 2766.131836
	Iteration 22Q: 3 clusters Score -690870.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -690879.000000 Penalty: 2766.131836
	Iteration 23Q: 3 clusters Score -690879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -690883.812500 Penalty: 2766.131836
	Iteration 24Q: 3 clusters Score -690883.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -690886.312500 Penalty: 2766.131836
	Iteration 25Q: 3 clusters Score -690886.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -690891.000000 Penalty: 2766.131836
	Iteration 26Q: 3 clusters Score -690891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -690894.750000 Penalty: 2766.131836
	Iteration 27Q: 3 clusters Score -690894.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -690898.937500 Penalty: 2766.131836
	Iteration 28Q: 3 clusters Score -690898.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -690905.625000 Penalty: 2766.131836
	Iteration 29Q: 3 clusters Score -690905.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -690910.750000 Penalty: 2766.131836
	Iteration 30Q: 3 clusters Score -690910.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -690913.812500 Penalty: 2766.131836
	Iteration 31Q: 3 clusters Score -690913.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -690916.562500 Penalty: 2766.131836
	Iteration 32Q: 3 clusters Score -690916.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -690918.625000 Penalty: 2766.131836
	Iteration 33Q: 3 clusters Score -690918.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -690920.125000 Penalty: 2766.131836
	Iteration 34Q: 3 clusters Score -690920.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -690921.750000 Penalty: 2766.131836
	Iteration 35Q: 3 clusters Score -690921.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -690923.062500 Penalty: 2766.131836
	Iteration 36Q: 3 clusters Score -690923.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -690924.375000 Penalty: 2766.131836
	Iteration 37Q: 3 clusters Score -690924.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -690926.937500 Penalty: 2766.131836
	Iteration 38Q: 3 clusters Score -690926.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -690928.687500 Penalty: 2766.131836
	Iteration 39Q: 3 clusters Score -690928.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -690932.125000 Penalty: 2766.131836
	Iteration 40F: 3 clusters Score -690932.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -690933.750000 Penalty: 2766.131836
	Iteration 41Q: 3 clusters Score -690933.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -690936.687500 Penalty: 2766.131836
	Iteration 42Q: 3 clusters Score -690936.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -690938.187500 Penalty: 2766.131836
	Iteration 43Q: 3 clusters Score -690938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -690938.812500 Penalty: 2766.131836
	Iteration 44Q: 3 clusters Score -690938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -690938.937500 Penalty: 2766.131836
	Iteration 45Q: 3 clusters Score -690938.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -690939.437500 Penalty: 2766.131836
	Iteration 46Q: 3 clusters Score -690939.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -690941.250000 Penalty: 2766.131836
	Iteration 47Q: 3 clusters Score -690941.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -690941.500000 Penalty: 2766.131836
	Iteration 48Q: 3 clusters Score -690941.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -690943.125000 Penalty: 2766.131836
	Iteration 49Q: 3 clusters Score -690943.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -690943.125000 Penalty: 2766.131836
	Iteration 50F: 3 clusters Score -690943.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (15022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Entering Unmasked Estep 
Score: -2226659.750000 Penalty: 1562.806641
	Iteration 0F: 2 clusters Score -2226660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2216294.750000 Penalty: 3125.613281
	Iteration 0F: 3 clusters Score -2216295 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2220003.250000 Penalty: 3125.613281
	Iteration 1F: 3 clusters Score -2220003 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2220277.750000 Penalty: 3125.613281
	Iteration 2F: 3 clusters Score -2220278 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2220516.750000 Penalty: 3125.613281
	Iteration 3Q: 3 clusters Score -2220517 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2220743.750000 Penalty: 3125.613281
	Iteration 4Q: 3 clusters Score -2220744 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2220957.250000 Penalty: 3125.613281
	Iteration 5Q: 3 clusters Score -2220957 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2221194.250000 Penalty: 3125.613281
	Iteration 6Q: 3 clusters Score -2221194 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2221457.750000 Penalty: 3125.613281
	Iteration 7Q: 3 clusters Score -2221458 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2221722.750000 Penalty: 3125.613281
	Iteration 8Q: 3 clusters Score -2221723 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2221983.750000 Penalty: 3125.613281
	Iteration 9Q: 3 clusters Score -2221984 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2222237.000000 Penalty: 3125.613281
	Iteration 10Q: 3 clusters Score -2222237 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2222477.500000 Penalty: 3125.613281
	Iteration 11Q: 3 clusters Score -2222478 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2222703.250000 Penalty: 3125.613281
	Iteration 12Q: 3 clusters Score -2222703 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2222931.500000 Penalty: 3125.613281
	Iteration 13Q: 3 clusters Score -2222932 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2223167.250000 Penalty: 3125.613281
	Iteration 14Q: 3 clusters Score -2223167 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2223412.250000 Penalty: 3125.613281
	Iteration 15Q: 3 clusters Score -2223412 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2223627.750000 Penalty: 3125.613281
	Iteration 16Q: 3 clusters Score -2223628 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2223819.500000 Penalty: 3125.613281
	Iteration 17Q: 3 clusters Score -2223820 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2224007.000000 Penalty: 3125.613281
	Iteration 18Q: 3 clusters Score -2224007 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2224196.000000 Penalty: 3125.613281
	Iteration 19Q: 3 clusters Score -2224196 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2224343.750000 Penalty: 3125.613281
	Iteration 20F: 3 clusters Score -2224344 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2224513.000000 Penalty: 3125.613281
	Iteration 21Q: 3 clusters Score -2224513 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2224654.000000 Penalty: 3125.613281
	Iteration 22Q: 3 clusters Score -2224654 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2224766.500000 Penalty: 3125.613281
	Iteration 23Q: 3 clusters Score -2224766 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2224855.500000 Penalty: 3125.613281
	Iteration 24Q: 3 clusters Score -2224856 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2224936.250000 Penalty: 3125.613281
	Iteration 25Q: 3 clusters Score -2224936 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2224988.500000 Penalty: 3125.613281
	Iteration 26Q: 3 clusters Score -2224988 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2225027.000000 Penalty: 3125.613281
	Iteration 27Q: 3 clusters Score -2225027 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2225063.500000 Penalty: 3125.613281
	Iteration 28Q: 3 clusters Score -2225064 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2225087.750000 Penalty: 3125.613281
	Iteration 29Q: 3 clusters Score -2225088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2225115.250000 Penalty: 3125.613281
	Iteration 30Q: 3 clusters Score -2225115 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2225148.250000 Penalty: 3125.613281
	Iteration 31Q: 3 clusters Score -2225148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2225167.000000 Penalty: 3125.613281
	Iteration 32Q: 3 clusters Score -2225167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2225182.500000 Penalty: 3125.613281
	Iteration 33Q: 3 clusters Score -2225182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2225197.250000 Penalty: 3125.613281
	Iteration 34Q: 3 clusters Score -2225197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2225202.500000 Penalty: 3125.613281
	Iteration 35Q: 3 clusters Score -2225202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2225214.250000 Penalty: 3125.613281
	Iteration 36Q: 3 clusters Score -2225214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2225215.500000 Penalty: 3125.613281
	Iteration 37Q: 3 clusters Score -2225216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2225225.750000 Penalty: 3125.613281
	Iteration 38Q: 3 clusters Score -2225226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2225233.000000 Penalty: 3125.613281
	Iteration 39Q: 3 clusters Score -2225233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2225234.500000 Penalty: 3125.613281
	Iteration 40F: 3 clusters Score -2225234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2225239.250000 Penalty: 3125.613281
	Iteration 41Q: 3 clusters Score -2225239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2225240.500000 Penalty: 3125.613281
	Iteration 42Q: 3 clusters Score -2225240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2225239.250000 Penalty: 3125.613281
	Iteration 43Q: 3 clusters Score -2225239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2225243.250000 Penalty: 3125.613281
	Iteration 44Q: 3 clusters Score -2225243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2225247.250000 Penalty: 3125.613281
	Iteration 45Q: 3 clusters Score -2225247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2225259.000000 Penalty: 3125.613281
	Iteration 46Q: 3 clusters Score -2225259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2225262.500000 Penalty: 3125.613281
	Iteration 47Q: 3 clusters Score -2225262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2225263.000000 Penalty: 3125.613281
	Iteration 48Q: 3 clusters Score -2225263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2225261.750000 Penalty: 3125.613281
	Iteration 49Q: 3 clusters Score -2225262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2225260.500000 Penalty: 3125.613281
	Iteration 50Q: 3 clusters Score -2225260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2225260.500000 Penalty: 3125.613281
	Iteration 51Q: 3 clusters Score -2225260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2225260.500000 Penalty: 3125.613281
	Iteration 52F: 3 clusters Score -2225260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Entering Unmasked Estep 
Score: -2173028.250000 Penalty: 1554.756836
	Iteration 0F: 2 clusters Score -2173028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2163199.750000 Penalty: 3109.513672
	Iteration 0F: 3 clusters Score -2163200 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2166708.250000 Penalty: 3109.513672
	Iteration 1F: 3 clusters Score -2166708 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2167086.250000 Penalty: 3109.513672
	Iteration 2F: 3 clusters Score -2167086 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2167427.750000 Penalty: 3109.513672
	Iteration 3F: 3 clusters Score -2167428 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2167748.500000 Penalty: 3109.513672
	Iteration 4F: 3 clusters Score -2167748 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2168069.250000 Penalty: 3109.513672
	Iteration 5Q: 3 clusters Score -2168069 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2168398.250000 Penalty: 3109.513672
	Iteration 6Q: 3 clusters Score -2168398 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2168737.750000 Penalty: 3109.513672
	Iteration 7Q: 3 clusters Score -2168738 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2169104.000000 Penalty: 3109.513672
	Iteration 8Q: 3 clusters Score -2169104 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2169542.500000 Penalty: 3109.513672
	Iteration 9Q: 3 clusters Score -2169542 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2169948.000000 Penalty: 3109.513672
	Iteration 10Q: 3 clusters Score -2169948 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2170378.000000 Penalty: 3109.513672
	Iteration 11Q: 3 clusters Score -2170378 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2170766.000000 Penalty: 3109.513672
	Iteration 12Q: 3 clusters Score -2170766 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2171056.250000 Penalty: 3109.513672
	Iteration 13Q: 3 clusters Score -2171056 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2171251.000000 Penalty: 3109.513672
	Iteration 14Q: 3 clusters Score -2171251 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2171380.500000 Penalty: 3109.513672
	Iteration 15Q: 3 clusters Score -2171380 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2171468.250000 Penalty: 3109.513672
	Iteration 16Q: 3 clusters Score -2171468 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2171525.250000 Penalty: 3109.513672
	Iteration 17Q: 3 clusters Score -2171525 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2171570.750000 Penalty: 3109.513672
	Iteration 18Q: 3 clusters Score -2171571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2171601.000000 Penalty: 3109.513672
	Iteration 19Q: 3 clusters Score -2171601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2171624.250000 Penalty: 3109.513672
	Iteration 20F: 3 clusters Score -2171624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2171639.750000 Penalty: 3109.513672
	Iteration 21Q: 3 clusters Score -2171640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2171654.500000 Penalty: 3109.513672
	Iteration 22Q: 3 clusters Score -2171654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2171668.500000 Penalty: 3109.513672
	Iteration 23Q: 3 clusters Score -2171668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2171673.250000 Penalty: 3109.513672
	Iteration 24Q: 3 clusters Score -2171673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2171682.250000 Penalty: 3109.513672
	Iteration 25Q: 3 clusters Score -2171682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2171685.750000 Penalty: 3109.513672
	Iteration 26Q: 3 clusters Score -2171686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2171690.750000 Penalty: 3109.513672
	Iteration 27Q: 3 clusters Score -2171691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2171691.250000 Penalty: 3109.513672
	Iteration 28Q: 3 clusters Score -2171691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2171693.250000 Penalty: 3109.513672
	Iteration 29Q: 3 clusters Score -2171693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2171695.000000 Penalty: 3109.513672
	Iteration 30Q: 3 clusters Score -2171695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2171697.000000 Penalty: 3109.513672
	Iteration 31Q: 3 clusters Score -2171697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2171702.750000 Penalty: 3109.513672
	Iteration 32Q: 3 clusters Score -2171703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2171702.750000 Penalty: 3109.513672
	Iteration 33Q: 3 clusters Score -2171703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2171705.500000 Penalty: 3109.513672
	Iteration 34Q: 3 clusters Score -2171706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2171708.000000 Penalty: 3109.513672
	Iteration 35Q: 3 clusters Score -2171708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2171707.250000 Penalty: 3109.513672
	Iteration 36Q: 3 clusters Score -2171707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2171707.250000 Penalty: 3109.513672
	Iteration 37F: 3 clusters Score -2171707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Entering Unmasked Estep 
Score: -519691.593750 Penalty: 1334.894653
	Iteration 0F: 2 clusters Score -519691.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -516537.750000 Penalty: 2669.789307
	Iteration 0F: 3 clusters Score -516537.8 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -517439.250000 Penalty: 2669.789307
	Iteration 1F: 3 clusters Score -517439.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -517725.125000 Penalty: 2669.789307
	Iteration 2F: 3 clusters Score -517725.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -517939.562500 Penalty: 2669.789307
	Iteration 3F: 3 clusters Score -517939.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -518099.281250 Penalty: 2669.789307
	Iteration 4F: 3 clusters Score -518099.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -518194.250000 Penalty: 2669.789307
	Iteration 5Q: 3 clusters Score -518194.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -518264.750000 Penalty: 2669.789307
	Iteration 6Q: 3 clusters Score -518264.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -518319.000000 Penalty: 2669.789307
	Iteration 7Q: 3 clusters Score -518319 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -518363.531250 Penalty: 2669.789307
	Iteration 8Q: 3 clusters Score -518363.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -518398.656250 Penalty: 2669.789307
	Iteration 9Q: 3 clusters Score -518398.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -518435.593750 Penalty: 2669.789307
	Iteration 10Q: 3 clusters Score -518435.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -518465.750000 Penalty: 2669.789307
	Iteration 11Q: 3 clusters Score -518465.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -518486.312500 Penalty: 2669.789307
	Iteration 12Q: 3 clusters Score -518486.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -518504.718750 Penalty: 2669.789307
	Iteration 13Q: 3 clusters Score -518504.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -518515.343750 Penalty: 2669.789307
	Iteration 14Q: 3 clusters Score -518515.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -518522.656250 Penalty: 2669.789307
	Iteration 15Q: 3 clusters Score -518522.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -518528.718750 Penalty: 2669.789307
	Iteration 16Q: 3 clusters Score -518528.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -518533.781250 Penalty: 2669.789307
	Iteration 17Q: 3 clusters Score -518533.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -518537.250000 Penalty: 2669.789307
	Iteration 18Q: 3 clusters Score -518537.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -518540.937500 Penalty: 2669.789307
	Iteration 19Q: 3 clusters Score -518540.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -518543.687500 Penalty: 2669.789307
	Iteration 20F: 3 clusters Score -518543.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -518546.718750 Penalty: 2669.789307
	Iteration 21Q: 3 clusters Score -518546.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -518551.687500 Penalty: 2669.789307
	Iteration 22Q: 3 clusters Score -518551.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -518558.750000 Penalty: 2669.789307
	Iteration 23Q: 3 clusters Score -518558.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -518564.531250 Penalty: 2669.789307
	Iteration 24Q: 3 clusters Score -518564.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -518568.375000 Penalty: 2669.789307
	Iteration 25Q: 3 clusters Score -518568.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -518572.281250 Penalty: 2669.789307
	Iteration 26Q: 3 clusters Score -518572.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -518575.312500 Penalty: 2669.789307
	Iteration 27Q: 3 clusters Score -518575.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -518577.750000 Penalty: 2669.789307
	Iteration 28Q: 3 clusters Score -518577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -518578.812500 Penalty: 2669.789307
	Iteration 29Q: 3 clusters Score -518578.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -518581.875000 Penalty: 2669.789307
	Iteration 30Q: 3 clusters Score -518581.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -518582.531250 Penalty: 2669.789307
	Iteration 31Q: 3 clusters Score -518582.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -518584.406250 Penalty: 2669.789307
	Iteration 32Q: 3 clusters Score -518584.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -518588.031250 Penalty: 2669.789307
	Iteration 33Q: 3 clusters Score -518588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -518591.375000 Penalty: 2669.789307
	Iteration 34Q: 3 clusters Score -518591.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -518592.687500 Penalty: 2669.789307
	Iteration 35Q: 3 clusters Score -518592.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -518593.812500 Penalty: 2669.789307
	Iteration 36Q: 3 clusters Score -518593.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -518594.531250 Penalty: 2669.789307
	Iteration 37Q: 3 clusters Score -518594.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -518595.843750 Penalty: 2669.789307
	Iteration 38Q: 3 clusters Score -518595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -518594.875000 Penalty: 2669.789307
	Iteration 39Q: 3 clusters Score -518594.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -518596.968750 Penalty: 2669.789307
	Iteration 40F: 3 clusters Score -518597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -518597.125000 Penalty: 2669.789307
	Iteration 41Q: 3 clusters Score -518597.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -518596.968750 Penalty: 2669.789307
	Iteration 42Q: 3 clusters Score -518597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -518596.968750 Penalty: 2669.789307
	Iteration 43F: 3 clusters Score -518597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -138012.984375 Penalty: 1135.467163
	Iteration 0F: 2 clusters Score -138013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -136517.375000 Penalty: 2270.934326
	Iteration 0F: 3 clusters Score -136517.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -136856.765625 Penalty: 2270.934326
	Iteration 1F: 3 clusters Score -136856.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -136964.609375 Penalty: 2270.934326
	Iteration 2F: 3 clusters Score -136964.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -137048.312500 Penalty: 2270.934326
	Iteration 3Q: 3 clusters Score -137048.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -137158.640625 Penalty: 2270.934326
	Iteration 4F: 3 clusters Score -137158.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -137309.046875 Penalty: 2270.934326
	Iteration 5F: 3 clusters Score -137309 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -137432.125000 Penalty: 2270.934326
	Iteration 6F: 3 clusters Score -137432.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -137557.500000 Penalty: 2270.934326
	Iteration 7Q: 3 clusters Score -137557.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -137715.828125 Penalty: 2270.934326
	Iteration 8Q: 3 clusters Score -137715.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -137827.265625 Penalty: 2270.934326
	Iteration 9Q: 3 clusters Score -137827.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -137872.828125 Penalty: 2270.934326
	Iteration 10Q: 3 clusters Score -137872.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -137905.593750 Penalty: 2270.934326
	Iteration 11Q: 3 clusters Score -137905.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -137922.078125 Penalty: 2270.934326
	Iteration 12Q: 3 clusters Score -137922.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -137929.921875 Penalty: 2270.934326
	Iteration 13Q: 3 clusters Score -137929.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -137936.156250 Penalty: 2270.934326
	Iteration 14Q: 3 clusters Score -137936.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -137942.656250 Penalty: 2270.934326
	Iteration 15Q: 3 clusters Score -137942.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -137945.359375 Penalty: 2270.934326
	Iteration 16Q: 3 clusters Score -137945.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -137950.546875 Penalty: 2270.934326
	Iteration 17Q: 3 clusters Score -137950.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -137950.546875 Penalty: 2270.934326
	Iteration 18F: 3 clusters Score -137950.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (6057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Entering Unmasked Estep 
Score: -773065.000000 Penalty: 1415.207642
	Iteration 0F: 2 clusters Score -773065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -768452.187500 Penalty: 2830.415283
	Iteration 0F: 3 clusters Score -768452.2 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -769825.562500 Penalty: 2830.415283
	Iteration 1F: 3 clusters Score -769825.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -770053.500000 Penalty: 2830.415283
	Iteration 2F: 3 clusters Score -770053.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -770196.062500 Penalty: 2830.415283
	Iteration 3F: 3 clusters Score -770196.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -770319.625000 Penalty: 2830.415283
	Iteration 4Q: 3 clusters Score -770319.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -770433.250000 Penalty: 2830.415283
	Iteration 5Q: 3 clusters Score -770433.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -770548.812500 Penalty: 2830.415283
	Iteration 6Q: 3 clusters Score -770548.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -770659.562500 Penalty: 2830.415283
	Iteration 7Q: 3 clusters Score -770659.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -770767.000000 Penalty: 2830.415283
	Iteration 8Q: 3 clusters Score -770767 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -770893.750000 Penalty: 2830.415283
	Iteration 9Q: 3 clusters Score -770893.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -771018.500000 Penalty: 2830.415283
	Iteration 10Q: 3 clusters Score -771018.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -771121.687500 Penalty: 2830.415283
	Iteration 11Q: 3 clusters Score -771121.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -771216.937500 Penalty: 2830.415283
	Iteration 12Q: 3 clusters Score -771216.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -771318.125000 Penalty: 2830.415283
	Iteration 13Q: 3 clusters Score -771318.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -771406.687500 Penalty: 2830.415283
	Iteration 14Q: 3 clusters Score -771406.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -771473.750000 Penalty: 2830.415283
	Iteration 15Q: 3 clusters Score -771473.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -771530.187500 Penalty: 2830.415283
	Iteration 16Q: 3 clusters Score -771530.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -771579.687500 Penalty: 2830.415283
	Iteration 17Q: 3 clusters Score -771579.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -771614.750000 Penalty: 2830.415283
	Iteration 18Q: 3 clusters Score -771614.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -771657.500000 Penalty: 2830.415283
	Iteration 19Q: 3 clusters Score -771657.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -771692.125000 Penalty: 2830.415283
	Iteration 20F: 3 clusters Score -771692.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -771724.750000 Penalty: 2830.415283
	Iteration 21Q: 3 clusters Score -771724.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -771753.875000 Penalty: 2830.415283
	Iteration 22Q: 3 clusters Score -771753.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -771772.375000 Penalty: 2830.415283
	Iteration 23Q: 3 clusters Score -771772.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -771786.187500 Penalty: 2830.415283
	Iteration 24Q: 3 clusters Score -771786.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -771799.500000 Penalty: 2830.415283
	Iteration 25Q: 3 clusters Score -771799.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -771810.687500 Penalty: 2830.415283
	Iteration 26Q: 3 clusters Score -771810.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -771823.937500 Penalty: 2830.415283
	Iteration 27Q: 3 clusters Score -771823.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -771831.500000 Penalty: 2830.415283
	Iteration 28Q: 3 clusters Score -771831.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -771838.500000 Penalty: 2830.415283
	Iteration 29Q: 3 clusters Score -771838.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -771845.437500 Penalty: 2830.415283
	Iteration 30Q: 3 clusters Score -771845.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -771851.562500 Penalty: 2830.415283
	Iteration 31Q: 3 clusters Score -771851.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -771853.562500 Penalty: 2830.415283
	Iteration 32Q: 3 clusters Score -771853.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -771855.437500 Penalty: 2830.415283
	Iteration 33Q: 3 clusters Score -771855.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -771857.875000 Penalty: 2830.415283
	Iteration 34Q: 3 clusters Score -771857.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -771857.812500 Penalty: 2830.415283
	Iteration 35Q: 3 clusters Score -771857.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -771860.250000 Penalty: 2830.415283
	Iteration 36Q: 3 clusters Score -771860.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -771865.812500 Penalty: 2830.415283
	Iteration 37Q: 3 clusters Score -771865.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -771868.562500 Penalty: 2830.415283
	Iteration 38Q: 3 clusters Score -771868.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -771874.937500 Penalty: 2830.415283
	Iteration 39Q: 3 clusters Score -771874.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -771879.000000 Penalty: 2830.415283
	Iteration 40F: 3 clusters Score -771879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -771886.812500 Penalty: 2830.415283
	Iteration 41Q: 3 clusters Score -771886.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -771886.375000 Penalty: 2830.415283
	Iteration 42Q: 3 clusters Score -771886.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -771889.625000 Penalty: 2830.415283
	Iteration 43Q: 3 clusters Score -771889.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -771891.062500 Penalty: 2830.415283
	Iteration 44Q: 3 clusters Score -771891.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -771893.875000 Penalty: 2830.415283
	Iteration 45Q: 3 clusters Score -771893.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -771896.062500 Penalty: 2830.415283
	Iteration 46Q: 3 clusters Score -771896.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -771900.562500 Penalty: 2830.415283
	Iteration 47Q: 3 clusters Score -771900.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -771902.937500 Penalty: 2830.415283
	Iteration 48Q: 3 clusters Score -771902.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -771906.937500 Penalty: 2830.415283
	Iteration 49Q: 3 clusters Score -771906.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -771908.750000 Penalty: 2830.415283
	Iteration 50Q: 3 clusters Score -771908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -771910.062500 Penalty: 2830.415283
	Iteration 51Q: 3 clusters Score -771910.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -771912.000000 Penalty: 2830.415283
	Iteration 52Q: 3 clusters Score -771912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -771912.625000 Penalty: 2830.415283
	Iteration 53Q: 3 clusters Score -771912.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -771914.750000 Penalty: 2830.415283
	Iteration 54Q: 3 clusters Score -771914.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -771917.562500 Penalty: 2830.415283
	Iteration 55Q: 3 clusters Score -771917.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -771918.375000 Penalty: 2830.415283
	Iteration 56Q: 3 clusters Score -771918.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -771918.375000 Penalty: 2830.415283
	Iteration 57F: 3 clusters Score -771918.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (19599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Entering Unmasked Estep 
Score: -2988409.750000 Penalty: 1606.025513
	Iteration 0F: 2 clusters Score -2988410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2975495.000000 Penalty: 3212.051025
	Iteration 0F: 3 clusters Score -2975495 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2980326.250000 Penalty: 3212.051025
	Iteration 1F: 3 clusters Score -2980326 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2980623.000000 Penalty: 3212.051025
	Iteration 2F: 3 clusters Score -2980623 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2980862.500000 Penalty: 3212.051025
	Iteration 3Q: 3 clusters Score -2980862 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2981074.250000 Penalty: 3212.051025
	Iteration 4Q: 3 clusters Score -2981074 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2981260.250000 Penalty: 3212.051025
	Iteration 5Q: 3 clusters Score -2981260 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2981437.250000 Penalty: 3212.051025
	Iteration 6Q: 3 clusters Score -2981437 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2981624.750000 Penalty: 3212.051025
	Iteration 7Q: 3 clusters Score -2981625 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2981830.500000 Penalty: 3212.051025
	Iteration 8Q: 3 clusters Score -2981830 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2982088.750000 Penalty: 3212.051025
	Iteration 9Q: 3 clusters Score -2982089 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2982508.500000 Penalty: 3212.051025
	Iteration 10Q: 3 clusters Score -2982508 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2983056.500000 Penalty: 3212.051025
	Iteration 11Q: 3 clusters Score -2983056 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2983684.000000 Penalty: 3212.051025
	Iteration 12Q: 3 clusters Score -2983684 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2984335.000000 Penalty: 3212.051025
	Iteration 13Q: 3 clusters Score -2984335 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2984897.750000 Penalty: 3212.051025
	Iteration 14Q: 3 clusters Score -2984898 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2985350.750000 Penalty: 3212.051025
	Iteration 15Q: 3 clusters Score -2985351 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2985652.500000 Penalty: 3212.051025
	Iteration 16Q: 3 clusters Score -2985652 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2985851.250000 Penalty: 3212.051025
	Iteration 17Q: 3 clusters Score -2985851 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2985995.250000 Penalty: 3212.051025
	Iteration 18Q: 3 clusters Score -2985995 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2986101.000000 Penalty: 3212.051025
	Iteration 19Q: 3 clusters Score -2986101 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2986204.750000 Penalty: 3212.051025
	Iteration 20F: 3 clusters Score -2986205 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2986286.250000 Penalty: 3212.051025
	Iteration 21Q: 3 clusters Score -2986286 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2986352.000000 Penalty: 3212.051025
	Iteration 22Q: 3 clusters Score -2986352 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2986406.000000 Penalty: 3212.051025
	Iteration 23Q: 3 clusters Score -2986406 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2986459.750000 Penalty: 3212.051025
	Iteration 24Q: 3 clusters Score -2986460 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2986519.000000 Penalty: 3212.051025
	Iteration 25Q: 3 clusters Score -2986519 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2986565.250000 Penalty: 3212.051025
	Iteration 26Q: 3 clusters Score -2986565 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2986601.750000 Penalty: 3212.051025
	Iteration 27Q: 3 clusters Score -2986602 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2986639.750000 Penalty: 3212.051025
	Iteration 28Q: 3 clusters Score -2986640 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2986676.250000 Penalty: 3212.051025
	Iteration 29Q: 3 clusters Score -2986676 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2986702.500000 Penalty: 3212.051025
	Iteration 30Q: 3 clusters Score -2986702 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2986731.750000 Penalty: 3212.051025
	Iteration 31Q: 3 clusters Score -2986732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2986747.750000 Penalty: 3212.051025
	Iteration 32Q: 3 clusters Score -2986748 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2986772.750000 Penalty: 3212.051025
	Iteration 33Q: 3 clusters Score -2986773 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2986789.250000 Penalty: 3212.051025
	Iteration 34Q: 3 clusters Score -2986789 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2986810.000000 Penalty: 3212.051025
	Iteration 35Q: 3 clusters Score -2986810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2986818.000000 Penalty: 3212.051025
	Iteration 36Q: 3 clusters Score -2986818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2986834.250000 Penalty: 3212.051025
	Iteration 37Q: 3 clusters Score -2986834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2986853.000000 Penalty: 3212.051025
	Iteration 38Q: 3 clusters Score -2986853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2986859.750000 Penalty: 3212.051025
	Iteration 39Q: 3 clusters Score -2986860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2986865.750000 Penalty: 3212.051025
	Iteration 40F: 3 clusters Score -2986866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2986880.250000 Penalty: 3212.051025
	Iteration 41Q: 3 clusters Score -2986880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2986879.750000 Penalty: 3212.051025
	Iteration 42Q: 3 clusters Score -2986880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2986887.500000 Penalty: 3212.051025
	Iteration 43Q: 3 clusters Score -2986888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2986893.750000 Penalty: 3212.051025
	Iteration 44Q: 3 clusters Score -2986894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2986904.750000 Penalty: 3212.051025
	Iteration 45Q: 3 clusters Score -2986905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2986907.000000 Penalty: 3212.051025
	Iteration 46Q: 3 clusters Score -2986907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2986916.250000 Penalty: 3212.051025
	Iteration 47Q: 3 clusters Score -2986916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2986926.000000 Penalty: 3212.051025
	Iteration 48Q: 3 clusters Score -2986926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2986929.250000 Penalty: 3212.051025
	Iteration 49Q: 3 clusters Score -2986929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2986928.500000 Penalty: 3212.051025
	Iteration 50Q: 3 clusters Score -2986928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2986935.000000 Penalty: 3212.051025
	Iteration 51Q: 3 clusters Score -2986935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2986937.500000 Penalty: 3212.051025
	Iteration 52Q: 3 clusters Score -2986938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2986932.500000 Penalty: 3212.051025
	Iteration 53Q: 3 clusters Score -2986932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2986939.000000 Penalty: 3212.051025
	Iteration 54Q: 3 clusters Score -2986939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2986938.750000 Penalty: 3212.051025
	Iteration 55Q: 3 clusters Score -2986939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2986944.250000 Penalty: 3212.051025
	Iteration 56Q: 3 clusters Score -2986944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2986945.000000 Penalty: 3212.051025
	Iteration 57Q: 3 clusters Score -2986945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2986946.750000 Penalty: 3212.051025
	Iteration 58Q: 3 clusters Score -2986947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2986955.500000 Penalty: 3212.051025
	Iteration 59Q: 3 clusters Score -2986956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2986953.000000 Penalty: 3212.051025
	Iteration 60F: 3 clusters Score -2986953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2986950.250000 Penalty: 3212.051025
	Iteration 61Q: 3 clusters Score -2986950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2986954.750000 Penalty: 3212.051025
	Iteration 62Q: 3 clusters Score -2986955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2986956.500000 Penalty: 3212.051025
	Iteration 63Q: 3 clusters Score -2986956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2986964.500000 Penalty: 3212.051025
	Iteration 64Q: 3 clusters Score -2986964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2986966.500000 Penalty: 3212.051025
	Iteration 65Q: 3 clusters Score -2986966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2986974.000000 Penalty: 3212.051025
	Iteration 66Q: 3 clusters Score -2986974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2986984.000000 Penalty: 3212.051025
	Iteration 67Q: 3 clusters Score -2986984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2986985.250000 Penalty: 3212.051025
	Iteration 68Q: 3 clusters Score -2986985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2986986.250000 Penalty: 3212.051025
	Iteration 69Q: 3 clusters Score -2986986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2986991.250000 Penalty: 3212.051025
	Iteration 70Q: 3 clusters Score -2986991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2986989.250000 Penalty: 3212.051025
	Iteration 71Q: 3 clusters Score -2986989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2986990.500000 Penalty: 3212.051025
	Iteration 72Q: 3 clusters Score -2986990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2986993.000000 Penalty: 3212.051025
	Iteration 73Q: 3 clusters Score -2986993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2986995.500000 Penalty: 3212.051025
	Iteration 74Q: 3 clusters Score -2986996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2986995.000000 Penalty: 3212.051025
	Iteration 75Q: 3 clusters Score -2986995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2986991.250000 Penalty: 3212.051025
	Iteration 76Q: 3 clusters Score -2986991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2986996.500000 Penalty: 3212.051025
	Iteration 77Q: 3 clusters Score -2986996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2986996.750000 Penalty: 3212.051025
	Iteration 78Q: 3 clusters Score -2986997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2986996.750000 Penalty: 3212.051025
	Iteration 79Q: 3 clusters Score -2986997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2987001.750000 Penalty: 3212.051025
	Iteration 80F: 3 clusters Score -2987002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2987004.750000 Penalty: 3212.051025
	Iteration 81Q: 3 clusters Score -2987005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2987005.500000 Penalty: 3212.051025
	Iteration 82Q: 3 clusters Score -2987006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2987014.250000 Penalty: 3212.051025
	Iteration 83Q: 3 clusters Score -2987014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2987017.500000 Penalty: 3212.051025
	Iteration 84Q: 3 clusters Score -2987018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2987018.000000 Penalty: 3212.051025
	Iteration 85Q: 3 clusters Score -2987018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2987020.000000 Penalty: 3212.051025
	Iteration 86Q: 3 clusters Score -2987020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2987019.750000 Penalty: 3212.051025
	Iteration 87Q: 3 clusters Score -2987020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2987022.250000 Penalty: 3212.051025
	Iteration 88Q: 3 clusters Score -2987022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2987022.500000 Penalty: 3212.051025
	Iteration 89Q: 3 clusters Score -2987022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2987024.250000 Penalty: 3212.051025
	Iteration 90Q: 3 clusters Score -2987024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2987025.500000 Penalty: 3212.051025
	Iteration 91Q: 3 clusters Score -2987026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2987022.500000 Penalty: 3212.051025
	Iteration 92Q: 3 clusters Score -2987022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2987024.750000 Penalty: 3212.051025
	Iteration 93Q: 3 clusters Score -2987025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2987025.000000 Penalty: 3212.051025
	Iteration 94Q: 3 clusters Score -2987025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2987028.000000 Penalty: 3212.051025
	Iteration 95Q: 3 clusters Score -2987028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2987028.750000 Penalty: 3212.051025
	Iteration 96Q: 3 clusters Score -2987029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2987032.000000 Penalty: 3212.051025
	Iteration 97Q: 3 clusters Score -2987032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2987031.000000 Penalty: 3212.051025
	Iteration 98Q: 3 clusters Score -2987031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2987035.000000 Penalty: 3212.051025
	Iteration 99Q: 3 clusters Score -2987035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2987039.750000 Penalty: 3212.051025
	Iteration 100F: 3 clusters Score -2987040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2987040.000000 Penalty: 3212.051025
	Iteration 101Q: 3 clusters Score -2987040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2987042.250000 Penalty: 3212.051025
	Iteration 102Q: 3 clusters Score -2987042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2987039.500000 Penalty: 3212.051025
	Iteration 103Q: 3 clusters Score -2987040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2987043.000000 Penalty: 3212.051025
	Iteration 104Q: 3 clusters Score -2987043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2987044.500000 Penalty: 3212.051025
	Iteration 105Q: 3 clusters Score -2987044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2987044.500000 Penalty: 3212.051025
	Iteration 106F: 3 clusters Score -2987044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Entering Unmasked Estep 
Score: -135643.031250 Penalty: 1122.021973
	Iteration 0F: 2 clusters Score -135643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -134202.968750 Penalty: 2244.043945
	Iteration 0F: 3 clusters Score -134203 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -134500.187500 Penalty: 2244.043945
	Iteration 1F: 3 clusters Score -134500.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -134595.640625 Penalty: 2244.043945
	Iteration 2F: 3 clusters Score -134595.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -134635.156250 Penalty: 2244.043945
	Iteration 3Q: 3 clusters Score -134635.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -134660.968750 Penalty: 2244.043945
	Iteration 4Q: 3 clusters Score -134661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -134677.312500 Penalty: 2244.043945
	Iteration 5Q: 3 clusters Score -134677.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -134687.421875 Penalty: 2244.043945
	Iteration 6Q: 3 clusters Score -134687.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -134700.593750 Penalty: 2244.043945
	Iteration 7Q: 3 clusters Score -134700.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -134708.984375 Penalty: 2244.043945
	Iteration 8Q: 3 clusters Score -134709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -134713.140625 Penalty: 2244.043945
	Iteration 9Q: 3 clusters Score -134713.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -134722.171875 Penalty: 2244.043945
	Iteration 10Q: 3 clusters Score -134722.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -134726.000000 Penalty: 2244.043945
	Iteration 11Q: 3 clusters Score -134726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -134730.062500 Penalty: 2244.043945
	Iteration 12Q: 3 clusters Score -134730.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -134733.859375 Penalty: 2244.043945
	Iteration 13Q: 3 clusters Score -134733.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -134736.656250 Penalty: 2244.043945
	Iteration 14Q: 3 clusters Score -134736.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -134740.375000 Penalty: 2244.043945
	Iteration 15Q: 3 clusters Score -134740.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -134742.250000 Penalty: 2244.043945
	Iteration 16Q: 3 clusters Score -134742.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -134745.609375 Penalty: 2244.043945
	Iteration 17Q: 3 clusters Score -134745.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -134747.578125 Penalty: 2244.043945
	Iteration 18Q: 3 clusters Score -134747.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -134749.609375 Penalty: 2244.043945
	Iteration 19Q: 3 clusters Score -134749.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -134749.609375 Penalty: 2244.043945
	Iteration 20F: 3 clusters Score -134749.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Entering Unmasked Estep 
Score: -327568.437500 Penalty: 1270.233276
	Iteration 0F: 2 clusters Score -327568.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -325203.218750 Penalty: 2540.466553
	Iteration 0F: 3 clusters Score -325203.2 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -325738.031250 Penalty: 2540.466553
	Iteration 1F: 3 clusters Score -325738 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -325881.062500 Penalty: 2540.466553
	Iteration 2F: 3 clusters Score -325881.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -325981.250000 Penalty: 2540.466553
	Iteration 3F: 3 clusters Score -325981.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -326080.843750 Penalty: 2540.466553
	Iteration 4F: 3 clusters Score -326080.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -326165.375000 Penalty: 2540.466553
	Iteration 5Q: 3 clusters Score -326165.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -326223.625000 Penalty: 2540.466553
	Iteration 6Q: 3 clusters Score -326223.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -326255.218750 Penalty: 2540.466553
	Iteration 7Q: 3 clusters Score -326255.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -326285.562500 Penalty: 2540.466553
	Iteration 8Q: 3 clusters Score -326285.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -326319.031250 Penalty: 2540.466553
	Iteration 9Q: 3 clusters Score -326319 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -326341.500000 Penalty: 2540.466553
	Iteration 10Q: 3 clusters Score -326341.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -326354.031250 Penalty: 2540.466553
	Iteration 11Q: 3 clusters Score -326354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -326362.093750 Penalty: 2540.466553
	Iteration 12Q: 3 clusters Score -326362.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -326372.281250 Penalty: 2540.466553
	Iteration 13Q: 3 clusters Score -326372.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -326386.406250 Penalty: 2540.466553
	Iteration 14Q: 3 clusters Score -326386.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -326394.500000 Penalty: 2540.466553
	Iteration 15Q: 3 clusters Score -326394.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -326403.375000 Penalty: 2540.466553
	Iteration 16Q: 3 clusters Score -326403.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -326407.875000 Penalty: 2540.466553
	Iteration 17Q: 3 clusters Score -326407.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -326414.875000 Penalty: 2540.466553
	Iteration 18Q: 3 clusters Score -326414.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -326420.781250 Penalty: 2540.466553
	Iteration 19Q: 3 clusters Score -326420.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -326425.375000 Penalty: 2540.466553
	Iteration 20F: 3 clusters Score -326425.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -326428.437500 Penalty: 2540.466553
	Iteration 21Q: 3 clusters Score -326428.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -326432.343750 Penalty: 2540.466553
	Iteration 22Q: 3 clusters Score -326432.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -326435.093750 Penalty: 2540.466553
	Iteration 23Q: 3 clusters Score -326435.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -326436.781250 Penalty: 2540.466553
	Iteration 24Q: 3 clusters Score -326436.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -326437.250000 Penalty: 2540.466553
	Iteration 25Q: 3 clusters Score -326437.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -326438.093750 Penalty: 2540.466553
	Iteration 26Q: 3 clusters Score -326438.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -326439.281250 Penalty: 2540.466553
	Iteration 27Q: 3 clusters Score -326439.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -326440.781250 Penalty: 2540.466553
	Iteration 28Q: 3 clusters Score -326440.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -326442.468750 Penalty: 2540.466553
	Iteration 29Q: 3 clusters Score -326442.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -326444.281250 Penalty: 2540.466553
	Iteration 30Q: 3 clusters Score -326444.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -326447.812500 Penalty: 2540.466553
	Iteration 31Q: 3 clusters Score -326447.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -326449.593750 Penalty: 2540.466553
	Iteration 32Q: 3 clusters Score -326449.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -326450.781250 Penalty: 2540.466553
	Iteration 33Q: 3 clusters Score -326450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -326452.375000 Penalty: 2540.466553
	Iteration 34Q: 3 clusters Score -326452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -326452.750000 Penalty: 2540.466553
	Iteration 35Q: 3 clusters Score -326452.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -326453.593750 Penalty: 2540.466553
	Iteration 36Q: 3 clusters Score -326453.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -326453.218750 Penalty: 2540.466553
	Iteration 37Q: 3 clusters Score -326453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -326453.656250 Penalty: 2540.466553
	Iteration 38Q: 3 clusters Score -326453.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -326455.218750 Penalty: 2540.466553
	Iteration 39Q: 3 clusters Score -326455.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -326455.281250 Penalty: 2540.466553
	Iteration 40F: 3 clusters Score -326455.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -326457.031250 Penalty: 2540.466553
	Iteration 41Q: 3 clusters Score -326457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -326457.906250 Penalty: 2540.466553
	Iteration 42Q: 3 clusters Score -326457.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -326458.937500 Penalty: 2540.466553
	Iteration 43Q: 3 clusters Score -326458.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -326460.281250 Penalty: 2540.466553
	Iteration 44Q: 3 clusters Score -326460.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -326464.093750 Penalty: 2540.466553
	Iteration 45Q: 3 clusters Score -326464.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -326467.718750 Penalty: 2540.466553
	Iteration 46Q: 3 clusters Score -326467.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -326468.968750 Penalty: 2540.466553
	Iteration 47Q: 3 clusters Score -326469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -326470.031250 Penalty: 2540.466553
	Iteration 48Q: 3 clusters Score -326470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -326471.187500 Penalty: 2540.466553
	Iteration 49Q: 3 clusters Score -326471.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -326471.593750 Penalty: 2540.466553
	Iteration 50Q: 3 clusters Score -326471.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -326472.406250 Penalty: 2540.466553
	Iteration 51Q: 3 clusters Score -326472.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -326475.468750 Penalty: 2540.466553
	Iteration 52Q: 3 clusters Score -326475.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -326478.343750 Penalty: 2540.466553
	Iteration 53Q: 3 clusters Score -326478.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -326480.843750 Penalty: 2540.466553
	Iteration 54Q: 3 clusters Score -326480.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -326481.781250 Penalty: 2540.466553
	Iteration 55Q: 3 clusters Score -326481.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -326485.625000 Penalty: 2540.466553
	Iteration 56Q: 3 clusters Score -326485.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -326486.187500 Penalty: 2540.466553
	Iteration 57Q: 3 clusters Score -326486.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -326487.718750 Penalty: 2540.466553
	Iteration 58Q: 3 clusters Score -326487.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -326489.812500 Penalty: 2540.466553
	Iteration 59Q: 3 clusters Score -326489.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -326492.375000 Penalty: 2540.466553
	Iteration 60F: 3 clusters Score -326492.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -326493.406250 Penalty: 2540.466553
	Iteration 61Q: 3 clusters Score -326493.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -326495.093750 Penalty: 2540.466553
	Iteration 62Q: 3 clusters Score -326495.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -326496.125000 Penalty: 2540.466553
	Iteration 63Q: 3 clusters Score -326496.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -326496.718750 Penalty: 2540.466553
	Iteration 64Q: 3 clusters Score -326496.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -326498.906250 Penalty: 2540.466553
	Iteration 65Q: 3 clusters Score -326498.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -326503.312500 Penalty: 2540.466553
	Iteration 66Q: 3 clusters Score -326503.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -326508.406250 Penalty: 2540.466553
	Iteration 67Q: 3 clusters Score -326508.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -326513.093750 Penalty: 2540.466553
	Iteration 68Q: 3 clusters Score -326513.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -326518.156250 Penalty: 2540.466553
	Iteration 69Q: 3 clusters Score -326518.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -326522.562500 Penalty: 2540.466553
	Iteration 70Q: 3 clusters Score -326522.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -326528.625000 Penalty: 2540.466553
	Iteration 71Q: 3 clusters Score -326528.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -326533.343750 Penalty: 2540.466553
	Iteration 72Q: 3 clusters Score -326533.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -326536.843750 Penalty: 2540.466553
	Iteration 73Q: 3 clusters Score -326536.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -326544.375000 Penalty: 2540.466553
	Iteration 74Q: 3 clusters Score -326544.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -326551.593750 Penalty: 2540.466553
	Iteration 75Q: 3 clusters Score -326551.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -326559.531250 Penalty: 2540.466553
	Iteration 76Q: 3 clusters Score -326559.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -326564.250000 Penalty: 2540.466553
	Iteration 77Q: 3 clusters Score -326564.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -326572.531250 Penalty: 2540.466553
	Iteration 78Q: 3 clusters Score -326572.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -326580.593750 Penalty: 2540.466553
	Iteration 79Q: 3 clusters Score -326580.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -326584.625000 Penalty: 2540.466553
	Iteration 80F: 3 clusters Score -326584.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -326590.218750 Penalty: 2540.466553
	Iteration 81Q: 3 clusters Score -326590.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -326598.593750 Penalty: 2540.466553
	Iteration 82Q: 3 clusters Score -326598.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -326608.937500 Penalty: 2540.466553
	Iteration 83Q: 3 clusters Score -326608.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -326616.500000 Penalty: 2540.466553
	Iteration 84Q: 3 clusters Score -326616.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -326624.250000 Penalty: 2540.466553
	Iteration 85Q: 3 clusters Score -326624.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -326632.500000 Penalty: 2540.466553
	Iteration 86Q: 3 clusters Score -326632.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -326635.156250 Penalty: 2540.466553
	Iteration 87Q: 3 clusters Score -326635.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -326639.375000 Penalty: 2540.466553
	Iteration 88Q: 3 clusters Score -326639.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -326642.125000 Penalty: 2540.466553
	Iteration 89Q: 3 clusters Score -326642.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -326644.437500 Penalty: 2540.466553
	Iteration 90Q: 3 clusters Score -326644.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -326646.468750 Penalty: 2540.466553
	Iteration 91Q: 3 clusters Score -326646.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -326648.843750 Penalty: 2540.466553
	Iteration 92Q: 3 clusters Score -326648.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -326653.968750 Penalty: 2540.466553
	Iteration 93Q: 3 clusters Score -326654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -326660.500000 Penalty: 2540.466553
	Iteration 94Q: 3 clusters Score -326660.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -326668.156250 Penalty: 2540.466553
	Iteration 95Q: 3 clusters Score -326668.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -326683.625000 Penalty: 2540.466553
	Iteration 96Q: 3 clusters Score -326683.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -326693.906250 Penalty: 2540.466553
	Iteration 97Q: 3 clusters Score -326693.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -326698.906250 Penalty: 2540.466553
	Iteration 98Q: 3 clusters Score -326698.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -326704.437500 Penalty: 2540.466553
	Iteration 99Q: 3 clusters Score -326704.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -326712.718750 Penalty: 2540.466553
	Iteration 100F: 3 clusters Score -326712.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -326718.468750 Penalty: 2540.466553
	Iteration 101Q: 3 clusters Score -326718.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -326723.812500 Penalty: 2540.466553
	Iteration 102Q: 3 clusters Score -326723.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -326727.343750 Penalty: 2540.466553
	Iteration 103Q: 3 clusters Score -326727.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -326731.625000 Penalty: 2540.466553
	Iteration 104Q: 3 clusters Score -326731.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -326737.187500 Penalty: 2540.466553
	Iteration 105Q: 3 clusters Score -326737.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -326739.656250 Penalty: 2540.466553
	Iteration 106Q: 3 clusters Score -326739.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -326741.062500 Penalty: 2540.466553
	Iteration 107Q: 3 clusters Score -326741.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -326742.906250 Penalty: 2540.466553
	Iteration 108Q: 3 clusters Score -326742.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -326743.687500 Penalty: 2540.466553
	Iteration 109Q: 3 clusters Score -326743.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -326745.656250 Penalty: 2540.466553
	Iteration 110Q: 3 clusters Score -326745.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -326747.062500 Penalty: 2540.466553
	Iteration 111Q: 3 clusters Score -326747.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -326747.750000 Penalty: 2540.466553
	Iteration 112Q: 3 clusters Score -326747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -326748.875000 Penalty: 2540.466553
	Iteration 113Q: 3 clusters Score -326748.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -326749.562500 Penalty: 2540.466553
	Iteration 114Q: 3 clusters Score -326749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -326750.781250 Penalty: 2540.466553
	Iteration 115Q: 3 clusters Score -326750.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -326751.062500 Penalty: 2540.466553
	Iteration 116Q: 3 clusters Score -326751.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -326751.062500 Penalty: 2540.466553
	Iteration 117F: 3 clusters Score -326751.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -18708.947266 Penalty: 836.467834
	Iteration 0F: 2 clusters Score -18708.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18043.472656 Penalty: 1672.935669
	Iteration 0F: 3 clusters Score -18043.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18100.789062 Penalty: 1672.935669
	Iteration 1F: 3 clusters Score -18100.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18102.283203 Penalty: 1672.935669
	Iteration 2Q: 3 clusters Score -18102.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18105.910156 Penalty: 1672.935669
	Iteration 3Q: 3 clusters Score -18105.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18105.910156 Penalty: 1672.935669
	Iteration 4F: 3 clusters Score -18105.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Entering Unmasked Estep 
Score: -304339.281250 Penalty: 1252.178345
	Iteration 0F: 2 clusters Score -304339.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -302086.625000 Penalty: 2504.356689
	Iteration 0F: 3 clusters Score -302086.6 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -302570.343750 Penalty: 2504.356689
	Iteration 1F: 3 clusters Score -302570.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -302653.843750 Penalty: 2504.356689
	Iteration 2F: 3 clusters Score -302653.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -302710.687500 Penalty: 2504.356689
	Iteration 3Q: 3 clusters Score -302710.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -302758.718750 Penalty: 2504.356689
	Iteration 4Q: 3 clusters Score -302758.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -302804.437500 Penalty: 2504.356689
	Iteration 5Q: 3 clusters Score -302804.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -302848.718750 Penalty: 2504.356689
	Iteration 6Q: 3 clusters Score -302848.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -302897.687500 Penalty: 2504.356689
	Iteration 7Q: 3 clusters Score -302897.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -302945.812500 Penalty: 2504.356689
	Iteration 8Q: 3 clusters Score -302945.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -302980.093750 Penalty: 2504.356689
	Iteration 9Q: 3 clusters Score -302980.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -303012.718750 Penalty: 2504.356689
	Iteration 10Q: 3 clusters Score -303012.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -303054.562500 Penalty: 2504.356689
	Iteration 11Q: 3 clusters Score -303054.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -303106.468750 Penalty: 2504.356689
	Iteration 12Q: 3 clusters Score -303106.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -303151.656250 Penalty: 2504.356689
	Iteration 13Q: 3 clusters Score -303151.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -303193.562500 Penalty: 2504.356689
	Iteration 14Q: 3 clusters Score -303193.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -303230.656250 Penalty: 2504.356689
	Iteration 15Q: 3 clusters Score -303230.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -303267.500000 Penalty: 2504.356689
	Iteration 16Q: 3 clusters Score -303267.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -303315.312500 Penalty: 2504.356689
	Iteration 17Q: 3 clusters Score -303315.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -303352.406250 Penalty: 2504.356689
	Iteration 18Q: 3 clusters Score -303352.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -303384.875000 Penalty: 2504.356689
	Iteration 19Q: 3 clusters Score -303384.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -303410.593750 Penalty: 2504.356689
	Iteration 20F: 3 clusters Score -303410.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -303429.500000 Penalty: 2504.356689
	Iteration 21Q: 3 clusters Score -303429.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -303449.406250 Penalty: 2504.356689
	Iteration 22Q: 3 clusters Score -303449.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -303471.437500 Penalty: 2504.356689
	Iteration 23Q: 3 clusters Score -303471.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -303495.625000 Penalty: 2504.356689
	Iteration 24Q: 3 clusters Score -303495.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -303518.343750 Penalty: 2504.356689
	Iteration 25Q: 3 clusters Score -303518.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -303529.562500 Penalty: 2504.356689
	Iteration 26Q: 3 clusters Score -303529.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -303540.718750 Penalty: 2504.356689
	Iteration 27Q: 3 clusters Score -303540.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -303547.812500 Penalty: 2504.356689
	Iteration 28Q: 3 clusters Score -303547.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -303554.468750 Penalty: 2504.356689
	Iteration 29Q: 3 clusters Score -303554.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -303559.593750 Penalty: 2504.356689
	Iteration 30Q: 3 clusters Score -303559.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -303561.687500 Penalty: 2504.356689
	Iteration 31Q: 3 clusters Score -303561.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -303565.375000 Penalty: 2504.356689
	Iteration 32Q: 3 clusters Score -303565.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -303568.718750 Penalty: 2504.356689
	Iteration 33Q: 3 clusters Score -303568.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -303570.968750 Penalty: 2504.356689
	Iteration 34Q: 3 clusters Score -303571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -303571.250000 Penalty: 2504.356689
	Iteration 35Q: 3 clusters Score -303571.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -303571.437500 Penalty: 2504.356689
	Iteration 36Q: 3 clusters Score -303571.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -303571.437500 Penalty: 2504.356689
	Iteration 37F: 3 clusters Score -303571.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (13283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Entering Unmasked Estep 
Score: -2018890.375000 Penalty: 1542.814087
	Iteration 0F: 2 clusters Score -2018890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2009773.250000 Penalty: 3085.628174
	Iteration 0F: 3 clusters Score -2009773 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2012878.250000 Penalty: 3085.628174
	Iteration 1F: 3 clusters Score -2012878 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2013167.000000 Penalty: 3085.628174
	Iteration 2F: 3 clusters Score -2013167 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2013404.375000 Penalty: 3085.628174
	Iteration 3Q: 3 clusters Score -2013404 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2013643.500000 Penalty: 3085.628174
	Iteration 4Q: 3 clusters Score -2013644 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2013834.500000 Penalty: 3085.628174
	Iteration 5Q: 3 clusters Score -2013834 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2013982.250000 Penalty: 3085.628174
	Iteration 6Q: 3 clusters Score -2013982 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2014127.500000 Penalty: 3085.628174
	Iteration 7Q: 3 clusters Score -2014128 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2014260.625000 Penalty: 3085.628174
	Iteration 8Q: 3 clusters Score -2014261 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2014397.625000 Penalty: 3085.628174
	Iteration 9Q: 3 clusters Score -2014398 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2014565.750000 Penalty: 3085.628174
	Iteration 10Q: 3 clusters Score -2014566 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2014772.875000 Penalty: 3085.628174
	Iteration 11Q: 3 clusters Score -2014773 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2015016.500000 Penalty: 3085.628174
	Iteration 12Q: 3 clusters Score -2015016 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2015273.875000 Penalty: 3085.628174
	Iteration 13Q: 3 clusters Score -2015274 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2015590.375000 Penalty: 3085.628174
	Iteration 14Q: 3 clusters Score -2015590 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2015900.125000 Penalty: 3085.628174
	Iteration 15Q: 3 clusters Score -2015900 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2016148.125000 Penalty: 3085.628174
	Iteration 16Q: 3 clusters Score -2016148 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2016409.000000 Penalty: 3085.628174
	Iteration 17Q: 3 clusters Score -2016409 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2016670.375000 Penalty: 3085.628174
	Iteration 18Q: 3 clusters Score -2016670 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2016853.375000 Penalty: 3085.628174
	Iteration 19Q: 3 clusters Score -2016853 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2017000.000000 Penalty: 3085.628174
	Iteration 20F: 3 clusters Score -2017000 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2017102.500000 Penalty: 3085.628174
	Iteration 21Q: 3 clusters Score -2017102 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2017203.000000 Penalty: 3085.628174
	Iteration 22Q: 3 clusters Score -2017203 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2017300.500000 Penalty: 3085.628174
	Iteration 23Q: 3 clusters Score -2017300 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2017364.875000 Penalty: 3085.628174
	Iteration 24Q: 3 clusters Score -2017365 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2017408.875000 Penalty: 3085.628174
	Iteration 25Q: 3 clusters Score -2017409 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2017436.000000 Penalty: 3085.628174
	Iteration 26Q: 3 clusters Score -2017436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2017466.375000 Penalty: 3085.628174
	Iteration 27Q: 3 clusters Score -2017466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2017492.250000 Penalty: 3085.628174
	Iteration 28Q: 3 clusters Score -2017492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2017511.125000 Penalty: 3085.628174
	Iteration 29Q: 3 clusters Score -2017511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2017524.000000 Penalty: 3085.628174
	Iteration 30Q: 3 clusters Score -2017524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2017536.125000 Penalty: 3085.628174
	Iteration 31Q: 3 clusters Score -2017536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2017547.375000 Penalty: 3085.628174
	Iteration 32Q: 3 clusters Score -2017547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2017559.000000 Penalty: 3085.628174
	Iteration 33Q: 3 clusters Score -2017559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2017561.875000 Penalty: 3085.628174
	Iteration 34Q: 3 clusters Score -2017562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2017566.875000 Penalty: 3085.628174
	Iteration 35Q: 3 clusters Score -2017567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2017571.500000 Penalty: 3085.628174
	Iteration 36Q: 3 clusters Score -2017572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2017572.625000 Penalty: 3085.628174
	Iteration 37Q: 3 clusters Score -2017573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2017572.375000 Penalty: 3085.628174
	Iteration 38Q: 3 clusters Score -2017572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2017576.500000 Penalty: 3085.628174
	Iteration 39Q: 3 clusters Score -2017576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2017577.875000 Penalty: 3085.628174
	Iteration 40F: 3 clusters Score -2017578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2017577.250000 Penalty: 3085.628174
	Iteration 41Q: 3 clusters Score -2017577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2017577.250000 Penalty: 3085.628174
	Iteration 42F: 3 clusters Score -2017577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (11837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Entering Unmasked Estep 
Score: -1726748.000000 Penalty: 1524.085083
	Iteration 0F: 2 clusters Score -1726748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1718421.500000 Penalty: 3048.170166
	Iteration 0F: 3 clusters Score -1718422 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1721328.375000 Penalty: 3048.170166
	Iteration 1F: 3 clusters Score -1721328 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1721693.125000 Penalty: 3048.170166
	Iteration 2F: 3 clusters Score -1721693 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1722001.750000 Penalty: 3048.170166
	Iteration 3F: 3 clusters Score -1722002 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1722305.750000 Penalty: 3048.170166
	Iteration 4F: 3 clusters Score -1722306 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1722557.625000 Penalty: 3048.170166
	Iteration 5Q: 3 clusters Score -1722558 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1722820.000000 Penalty: 3048.170166
	Iteration 6Q: 3 clusters Score -1722820 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1723085.625000 Penalty: 3048.170166
	Iteration 7Q: 3 clusters Score -1723086 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1723351.625000 Penalty: 3048.170166
	Iteration 8Q: 3 clusters Score -1723352 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1723663.000000 Penalty: 3048.170166
	Iteration 9Q: 3 clusters Score -1723663 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1724018.750000 Penalty: 3048.170166
	Iteration 10Q: 3 clusters Score -1724019 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1724365.250000 Penalty: 3048.170166
	Iteration 11Q: 3 clusters Score -1724365 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1724702.375000 Penalty: 3048.170166
	Iteration 12Q: 3 clusters Score -1724702 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1724945.375000 Penalty: 3048.170166
	Iteration 13Q: 3 clusters Score -1724945 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1725109.500000 Penalty: 3048.170166
	Iteration 14Q: 3 clusters Score -1725110 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1725199.875000 Penalty: 3048.170166
	Iteration 15Q: 3 clusters Score -1725200 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1725260.750000 Penalty: 3048.170166
	Iteration 16Q: 3 clusters Score -1725261 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1725297.875000 Penalty: 3048.170166
	Iteration 17Q: 3 clusters Score -1725298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1725315.375000 Penalty: 3048.170166
	Iteration 18Q: 3 clusters Score -1725315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1725328.375000 Penalty: 3048.170166
	Iteration 19Q: 3 clusters Score -1725328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1725344.875000 Penalty: 3048.170166
	Iteration 20F: 3 clusters Score -1725345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1725354.875000 Penalty: 3048.170166
	Iteration 21Q: 3 clusters Score -1725355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1725364.250000 Penalty: 3048.170166
	Iteration 22Q: 3 clusters Score -1725364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1725383.750000 Penalty: 3048.170166
	Iteration 23Q: 3 clusters Score -1725384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1725398.000000 Penalty: 3048.170166
	Iteration 24Q: 3 clusters Score -1725398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1725404.500000 Penalty: 3048.170166
	Iteration 25Q: 3 clusters Score -1725404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1725407.500000 Penalty: 3048.170166
	Iteration 26Q: 3 clusters Score -1725408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1725406.875000 Penalty: 3048.170166
	Iteration 27Q: 3 clusters Score -1725407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1725409.875000 Penalty: 3048.170166
	Iteration 28Q: 3 clusters Score -1725410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1725413.875000 Penalty: 3048.170166
	Iteration 29Q: 3 clusters Score -1725414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1725421.875000 Penalty: 3048.170166
	Iteration 30Q: 3 clusters Score -1725422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1725426.625000 Penalty: 3048.170166
	Iteration 31Q: 3 clusters Score -1725427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1725433.375000 Penalty: 3048.170166
	Iteration 32Q: 3 clusters Score -1725433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1725438.875000 Penalty: 3048.170166
	Iteration 33Q: 3 clusters Score -1725439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1725448.000000 Penalty: 3048.170166
	Iteration 34Q: 3 clusters Score -1725448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1725460.125000 Penalty: 3048.170166
	Iteration 35Q: 3 clusters Score -1725460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1725470.625000 Penalty: 3048.170166
	Iteration 36Q: 3 clusters Score -1725471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1725472.250000 Penalty: 3048.170166
	Iteration 37Q: 3 clusters Score -1725472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1725476.250000 Penalty: 3048.170166
	Iteration 38Q: 3 clusters Score -1725476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1725479.250000 Penalty: 3048.170166
	Iteration 39Q: 3 clusters Score -1725479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1725479.000000 Penalty: 3048.170166
	Iteration 40F: 3 clusters Score -1725479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -69403.281250 Penalty: 1018.111450
	Iteration 0F: 2 clusters Score -69403.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -68346.523438 Penalty: 2036.222900
	Iteration 0F: 3 clusters Score -68346.52 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -68541.312500 Penalty: 2036.222900
	Iteration 1F: 3 clusters Score -68541.31 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -68678.703125 Penalty: 2036.222900
	Iteration 2F: 3 clusters Score -68678.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68820.492188 Penalty: 2036.222900
	Iteration 3F: 3 clusters Score -68820.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -68977.125000 Penalty: 2036.222900
	Iteration 4F: 3 clusters Score -68977.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -69070.125000 Penalty: 2036.222900
	Iteration 5F: 3 clusters Score -69070.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69115.601562 Penalty: 2036.222900
	Iteration 6Q: 3 clusters Score -69115.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -69134.515625 Penalty: 2036.222900
	Iteration 7Q: 3 clusters Score -69134.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -69143.015625 Penalty: 2036.222900
	Iteration 8Q: 3 clusters Score -69143.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69148.117188 Penalty: 2036.222900
	Iteration 9Q: 3 clusters Score -69148.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69148.117188 Penalty: 2036.222900
	Iteration 10F: 3 clusters Score -69148.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (14026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Entering Unmasked Estep 
Score: -2127039.750000 Penalty: 1551.658569
	Iteration 0F: 2 clusters Score -2127040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2117463.000000 Penalty: 3103.317139
	Iteration 0F: 3 clusters Score -2117463 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2120917.000000 Penalty: 3103.317139
	Iteration 1F: 3 clusters Score -2120917 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2121284.750000 Penalty: 3103.317139
	Iteration 2F: 3 clusters Score -2121285 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2121624.500000 Penalty: 3103.317139
	Iteration 3F: 3 clusters Score -2121624 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2121951.250000 Penalty: 3103.317139
	Iteration 4F: 3 clusters Score -2121951 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2122274.000000 Penalty: 3103.317139
	Iteration 5Q: 3 clusters Score -2122274 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2122550.500000 Penalty: 3103.317139
	Iteration 6Q: 3 clusters Score -2122550 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2122760.250000 Penalty: 3103.317139
	Iteration 7Q: 3 clusters Score -2122760 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2122955.750000 Penalty: 3103.317139
	Iteration 8Q: 3 clusters Score -2122956 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2123134.500000 Penalty: 3103.317139
	Iteration 9Q: 3 clusters Score -2123134 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2123280.500000 Penalty: 3103.317139
	Iteration 10Q: 3 clusters Score -2123280 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2123451.250000 Penalty: 3103.317139
	Iteration 11Q: 3 clusters Score -2123451 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2123645.750000 Penalty: 3103.317139
	Iteration 12Q: 3 clusters Score -2123646 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2123902.250000 Penalty: 3103.317139
	Iteration 13Q: 3 clusters Score -2123902 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2124127.250000 Penalty: 3103.317139
	Iteration 14Q: 3 clusters Score -2124127 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2124314.500000 Penalty: 3103.317139
	Iteration 15Q: 3 clusters Score -2124314 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2124448.000000 Penalty: 3103.317139
	Iteration 16Q: 3 clusters Score -2124448 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2124531.000000 Penalty: 3103.317139
	Iteration 17Q: 3 clusters Score -2124531 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2124585.750000 Penalty: 3103.317139
	Iteration 18Q: 3 clusters Score -2124586 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2124630.250000 Penalty: 3103.317139
	Iteration 19Q: 3 clusters Score -2124630 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2124676.750000 Penalty: 3103.317139
	Iteration 20F: 3 clusters Score -2124677 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2124707.250000 Penalty: 3103.317139
	Iteration 21Q: 3 clusters Score -2124707 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2124752.250000 Penalty: 3103.317139
	Iteration 22Q: 3 clusters Score -2124752 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2124799.250000 Penalty: 3103.317139
	Iteration 23Q: 3 clusters Score -2124799 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2124844.250000 Penalty: 3103.317139
	Iteration 24Q: 3 clusters Score -2124844 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2124899.250000 Penalty: 3103.317139
	Iteration 25Q: 3 clusters Score -2124899 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2124966.000000 Penalty: 3103.317139
	Iteration 26Q: 3 clusters Score -2124966 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2125034.250000 Penalty: 3103.317139
	Iteration 27Q: 3 clusters Score -2125034 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2125123.500000 Penalty: 3103.317139
	Iteration 28Q: 3 clusters Score -2125124 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2125243.750000 Penalty: 3103.317139
	Iteration 29Q: 3 clusters Score -2125244 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2125366.750000 Penalty: 3103.317139
	Iteration 30Q: 3 clusters Score -2125367 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2125481.000000 Penalty: 3103.317139
	Iteration 31Q: 3 clusters Score -2125481 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2125604.000000 Penalty: 3103.317139
	Iteration 32Q: 3 clusters Score -2125604 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2125697.250000 Penalty: 3103.317139
	Iteration 33Q: 3 clusters Score -2125697 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2125762.250000 Penalty: 3103.317139
	Iteration 34Q: 3 clusters Score -2125762 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2125814.000000 Penalty: 3103.317139
	Iteration 35Q: 3 clusters Score -2125814 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2125855.500000 Penalty: 3103.317139
	Iteration 36Q: 3 clusters Score -2125856 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2125878.000000 Penalty: 3103.317139
	Iteration 37Q: 3 clusters Score -2125878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2125893.500000 Penalty: 3103.317139
	Iteration 38Q: 3 clusters Score -2125894 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2125909.000000 Penalty: 3103.317139
	Iteration 39Q: 3 clusters Score -2125909 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2125919.500000 Penalty: 3103.317139
	Iteration 40F: 3 clusters Score -2125920 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2125939.750000 Penalty: 3103.317139
	Iteration 41Q: 3 clusters Score -2125940 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2125948.500000 Penalty: 3103.317139
	Iteration 42Q: 3 clusters Score -2125948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2125958.500000 Penalty: 3103.317139
	Iteration 43Q: 3 clusters Score -2125958 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2125969.000000 Penalty: 3103.317139
	Iteration 44Q: 3 clusters Score -2125969 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2125977.500000 Penalty: 3103.317139
	Iteration 45Q: 3 clusters Score -2125978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2125987.000000 Penalty: 3103.317139
	Iteration 46Q: 3 clusters Score -2125987 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2125997.250000 Penalty: 3103.317139
	Iteration 47Q: 3 clusters Score -2125997 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2126003.750000 Penalty: 3103.317139
	Iteration 48Q: 3 clusters Score -2126004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2126012.000000 Penalty: 3103.317139
	Iteration 49Q: 3 clusters Score -2126012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2126026.000000 Penalty: 3103.317139
	Iteration 50Q: 3 clusters Score -2126026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2126044.000000 Penalty: 3103.317139
	Iteration 51Q: 3 clusters Score -2126044 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2126054.000000 Penalty: 3103.317139
	Iteration 52Q: 3 clusters Score -2126054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2126055.250000 Penalty: 3103.317139
	Iteration 53Q: 3 clusters Score -2126055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2126060.250000 Penalty: 3103.317139
	Iteration 54Q: 3 clusters Score -2126060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2126067.000000 Penalty: 3103.317139
	Iteration 55Q: 3 clusters Score -2126067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2126072.750000 Penalty: 3103.317139
	Iteration 56Q: 3 clusters Score -2126073 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2126087.000000 Penalty: 3103.317139
	Iteration 57Q: 3 clusters Score -2126087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2126093.500000 Penalty: 3103.317139
	Iteration 58Q: 3 clusters Score -2126094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2126103.500000 Penalty: 3103.317139
	Iteration 59Q: 3 clusters Score -2126104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2126114.500000 Penalty: 3103.317139
	Iteration 60F: 3 clusters Score -2126114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2126114.750000 Penalty: 3103.317139
	Iteration 61Q: 3 clusters Score -2126115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2126114.750000 Penalty: 3103.317139
	Iteration 62Q: 3 clusters Score -2126115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2126119.250000 Penalty: 3103.317139
	Iteration 63Q: 3 clusters Score -2126119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2126121.000000 Penalty: 3103.317139
	Iteration 64Q: 3 clusters Score -2126121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2126117.750000 Penalty: 3103.317139
	Iteration 65Q: 3 clusters Score -2126118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2126124.000000 Penalty: 3103.317139
	Iteration 66Q: 3 clusters Score -2126124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2126124.250000 Penalty: 3103.317139
	Iteration 67Q: 3 clusters Score -2126124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2126125.750000 Penalty: 3103.317139
	Iteration 68Q: 3 clusters Score -2126126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2126125.750000 Penalty: 3103.317139
	Iteration 69Q: 3 clusters Score -2126126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2126127.000000 Penalty: 3103.317139
	Iteration 70Q: 3 clusters Score -2126127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2126127.500000 Penalty: 3103.317139
	Iteration 71Q: 3 clusters Score -2126128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2126129.250000 Penalty: 3103.317139
	Iteration 72Q: 3 clusters Score -2126129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2126130.750000 Penalty: 3103.317139
	Iteration 73Q: 3 clusters Score -2126131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2126130.000000 Penalty: 3103.317139
	Iteration 74Q: 3 clusters Score -2126130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2126135.000000 Penalty: 3103.317139
	Iteration 75Q: 3 clusters Score -2126135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2126135.250000 Penalty: 3103.317139
	Iteration 76Q: 3 clusters Score -2126135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2126132.500000 Penalty: 3103.317139
	Iteration 77Q: 3 clusters Score -2126132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2126136.000000 Penalty: 3103.317139
	Iteration 78Q: 3 clusters Score -2126136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2126137.250000 Penalty: 3103.317139
	Iteration 79Q: 3 clusters Score -2126137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2126137.250000 Penalty: 3103.317139
	Iteration 80F: 3 clusters Score -2126137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2126132.750000 Penalty: 3103.317139
	Iteration 81Q: 3 clusters Score -2126133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2126134.500000 Penalty: 3103.317139
	Iteration 82Q: 3 clusters Score -2126134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2126131.750000 Penalty: 3103.317139
	Iteration 83Q: 3 clusters Score -2126132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2126134.500000 Penalty: 3103.317139
	Iteration 84Q: 3 clusters Score -2126134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2126137.250000 Penalty: 3103.317139
	Iteration 85Q: 3 clusters Score -2126137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2126137.500000 Penalty: 3103.317139
	Iteration 86Q: 3 clusters Score -2126138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2126135.250000 Penalty: 3103.317139
	Iteration 87Q: 3 clusters Score -2126135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2126139.000000 Penalty: 3103.317139
	Iteration 88Q: 3 clusters Score -2126139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2126138.000000 Penalty: 3103.317139
	Iteration 89Q: 3 clusters Score -2126138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2126137.000000 Penalty: 3103.317139
	Iteration 90Q: 3 clusters Score -2126137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2126134.750000 Penalty: 3103.317139
	Iteration 91Q: 3 clusters Score -2126135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2126137.750000 Penalty: 3103.317139
	Iteration 92Q: 3 clusters Score -2126138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2126138.750000 Penalty: 3103.317139
	Iteration 93Q: 3 clusters Score -2126139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2126141.750000 Penalty: 3103.317139
	Iteration 94Q: 3 clusters Score -2126142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2126141.750000 Penalty: 3103.317139
	Iteration 95F: 3 clusters Score -2126142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -212080.265625 Penalty: 1205.941284
	Iteration 0F: 2 clusters Score -212080.3 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 837 members 
Entering Unmasked Estep 
Score: -210216.312500 Penalty: 2411.882568
	Iteration 0F: 3 clusters Score -210216.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -210907.937500 Penalty: 2411.882568
	Iteration 1F: 3 clusters Score -210907.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -211212.687500 Penalty: 2411.882568
	Iteration 2F: 3 clusters Score -211212.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -211391.140625 Penalty: 2411.882568
	Iteration 3F: 3 clusters Score -211391.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -211514.296875 Penalty: 2411.882568
	Iteration 4F: 3 clusters Score -211514.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -211608.000000 Penalty: 2411.882568
	Iteration 5Q: 3 clusters Score -211608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -211646.937500 Penalty: 2411.882568
	Iteration 6Q: 3 clusters Score -211646.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -211662.406250 Penalty: 2411.882568
	Iteration 7Q: 3 clusters Score -211662.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -211674.156250 Penalty: 2411.882568
	Iteration 8Q: 3 clusters Score -211674.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -211684.312500 Penalty: 2411.882568
	Iteration 9Q: 3 clusters Score -211684.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -211691.156250 Penalty: 2411.882568
	Iteration 10Q: 3 clusters Score -211691.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -211698.890625 Penalty: 2411.882568
	Iteration 11Q: 3 clusters Score -211698.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -211703.453125 Penalty: 2411.882568
	Iteration 12Q: 3 clusters Score -211703.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -211708.140625 Penalty: 2411.882568
	Iteration 13Q: 3 clusters Score -211708.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -211719.359375 Penalty: 2411.882568
	Iteration 14Q: 3 clusters Score -211719.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -211734.062500 Penalty: 2411.882568
	Iteration 15Q: 3 clusters Score -211734.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -211749.234375 Penalty: 2411.882568
	Iteration 16Q: 3 clusters Score -211749.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -211760.265625 Penalty: 2411.882568
	Iteration 17Q: 3 clusters Score -211760.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -211765.968750 Penalty: 2411.882568
	Iteration 18Q: 3 clusters Score -211766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -211771.968750 Penalty: 2411.882568
	Iteration 19Q: 3 clusters Score -211772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -211780.250000 Penalty: 2411.882568
	Iteration 20F: 3 clusters Score -211780.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -211785.281250 Penalty: 2411.882568
	Iteration 21Q: 3 clusters Score -211785.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -211788.390625 Penalty: 2411.882568
	Iteration 22Q: 3 clusters Score -211788.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -211789.500000 Penalty: 2411.882568
	Iteration 23Q: 3 clusters Score -211789.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -211790.093750 Penalty: 2411.882568
	Iteration 24Q: 3 clusters Score -211790.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -211790.921875 Penalty: 2411.882568
	Iteration 25Q: 3 clusters Score -211790.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -211791.140625 Penalty: 2411.882568
	Iteration 26Q: 3 clusters Score -211791.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -211791.140625 Penalty: 2411.882568
	Iteration 27F: 3 clusters Score -211791.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -99246.804688 Penalty: 1098.567383
	Iteration 0F: 2 clusters Score -99246.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97930.070312 Penalty: 2197.134766
	Iteration 0F: 3 clusters Score -97930.07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -98220.609375 Penalty: 2197.134766
	Iteration 1F: 3 clusters Score -98220.61 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -98325.171875 Penalty: 2197.134766
	Iteration 2F: 3 clusters Score -98325.17 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98389.484375 Penalty: 2197.134766
	Iteration 3F: 3 clusters Score -98389.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98428.890625 Penalty: 2197.134766
	Iteration 4Q: 3 clusters Score -98428.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -98489.734375 Penalty: 2197.134766
	Iteration 5Q: 3 clusters Score -98489.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -98537.789062 Penalty: 2197.134766
	Iteration 6Q: 3 clusters Score -98537.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -98557.726562 Penalty: 2197.134766
	Iteration 7Q: 3 clusters Score -98557.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -98575.429688 Penalty: 2197.134766
	Iteration 8Q: 3 clusters Score -98575.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -98588.554688 Penalty: 2197.134766
	Iteration 9Q: 3 clusters Score -98588.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -98602.914062 Penalty: 2197.134766
	Iteration 10Q: 3 clusters Score -98602.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -98608.789062 Penalty: 2197.134766
	Iteration 11Q: 3 clusters Score -98608.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -98612.976562 Penalty: 2197.134766
	Iteration 12Q: 3 clusters Score -98612.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -98613.953125 Penalty: 2197.134766
	Iteration 13Q: 3 clusters Score -98613.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -98613.953125 Penalty: 2197.134766
	Iteration 14F: 3 clusters Score -98613.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (6696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Entering Unmasked Estep 
Score: -970171.625000 Penalty: 1431.505615
	Iteration 0F: 2 clusters Score -970171.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -965140.062500 Penalty: 2863.011230
	Iteration 0F: 3 clusters Score -965140.1 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -966715.000000 Penalty: 2863.011230
	Iteration 1F: 3 clusters Score -966715 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -967006.125000 Penalty: 2863.011230
	Iteration 2F: 3 clusters Score -967006.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -967224.312500 Penalty: 2863.011230
	Iteration 3F: 3 clusters Score -967224.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -967413.375000 Penalty: 2863.011230
	Iteration 4F: 3 clusters Score -967413.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -967568.250000 Penalty: 2863.011230
	Iteration 5Q: 3 clusters Score -967568.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -967688.125000 Penalty: 2863.011230
	Iteration 6Q: 3 clusters Score -967688.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -967816.812500 Penalty: 2863.011230
	Iteration 7Q: 3 clusters Score -967816.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -967929.687500 Penalty: 2863.011230
	Iteration 8Q: 3 clusters Score -967929.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -968046.000000 Penalty: 2863.011230
	Iteration 9Q: 3 clusters Score -968046 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -968143.437500 Penalty: 2863.011230
	Iteration 10Q: 3 clusters Score -968143.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -968227.750000 Penalty: 2863.011230
	Iteration 11Q: 3 clusters Score -968227.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -968318.125000 Penalty: 2863.011230
	Iteration 12Q: 3 clusters Score -968318.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -968398.625000 Penalty: 2863.011230
	Iteration 13Q: 3 clusters Score -968398.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -968478.687500 Penalty: 2863.011230
	Iteration 14Q: 3 clusters Score -968478.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -968542.250000 Penalty: 2863.011230
	Iteration 15Q: 3 clusters Score -968542.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -968609.875000 Penalty: 2863.011230
	Iteration 16Q: 3 clusters Score -968609.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -968665.562500 Penalty: 2863.011230
	Iteration 17Q: 3 clusters Score -968665.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -968709.750000 Penalty: 2863.011230
	Iteration 18Q: 3 clusters Score -968709.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -968761.562500 Penalty: 2863.011230
	Iteration 19Q: 3 clusters Score -968761.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -968796.875000 Penalty: 2863.011230
	Iteration 20F: 3 clusters Score -968796.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -968817.750000 Penalty: 2863.011230
	Iteration 21Q: 3 clusters Score -968817.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -968836.937500 Penalty: 2863.011230
	Iteration 22Q: 3 clusters Score -968836.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -968850.875000 Penalty: 2863.011230
	Iteration 23Q: 3 clusters Score -968850.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -968857.812500 Penalty: 2863.011230
	Iteration 24Q: 3 clusters Score -968857.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -968864.562500 Penalty: 2863.011230
	Iteration 25Q: 3 clusters Score -968864.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -968869.000000 Penalty: 2863.011230
	Iteration 26Q: 3 clusters Score -968869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -968871.000000 Penalty: 2863.011230
	Iteration 27Q: 3 clusters Score -968871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -968871.125000 Penalty: 2863.011230
	Iteration 28Q: 3 clusters Score -968871.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -968871.125000 Penalty: 2863.011230
	Iteration 29Q: 3 clusters Score -968871.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -968871.375000 Penalty: 2863.011230
	Iteration 30Q: 3 clusters Score -968871.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -968871.750000 Penalty: 2863.011230
	Iteration 31Q: 3 clusters Score -968871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -968872.125000 Penalty: 2863.011230
	Iteration 32Q: 3 clusters Score -968872.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -968872.937500 Penalty: 2863.011230
	Iteration 33Q: 3 clusters Score -968872.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -968874.437500 Penalty: 2863.011230
	Iteration 34Q: 3 clusters Score -968874.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -968875.250000 Penalty: 2863.011230
	Iteration 35Q: 3 clusters Score -968875.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -968874.375000 Penalty: 2863.011230
	Iteration 36Q: 3 clusters Score -968874.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -968874.375000 Penalty: 2863.011230
	Iteration 37F: 3 clusters Score -968874.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (19010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Entering Unmasked Estep 
Score: -2893810.750000 Penalty: 1601.067017
	Iteration 0F: 2 clusters Score -2893811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2881933.750000 Penalty: 3202.134033
	Iteration 0F: 3 clusters Score -2881934 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2886544.250000 Penalty: 3202.134033
	Iteration 1F: 3 clusters Score -2886544 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2886933.750000 Penalty: 3202.134033
	Iteration 2F: 3 clusters Score -2886934 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2887296.250000 Penalty: 3202.134033
	Iteration 3Q: 3 clusters Score -2887296 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2887580.000000 Penalty: 3202.134033
	Iteration 4Q: 3 clusters Score -2887580 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2887812.750000 Penalty: 3202.134033
	Iteration 5Q: 3 clusters Score -2887813 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2888065.750000 Penalty: 3202.134033
	Iteration 6Q: 3 clusters Score -2888066 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2888303.250000 Penalty: 3202.134033
	Iteration 7Q: 3 clusters Score -2888303 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2888617.000000 Penalty: 3202.134033
	Iteration 8Q: 3 clusters Score -2888617 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2888949.750000 Penalty: 3202.134033
	Iteration 9Q: 3 clusters Score -2888950 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2889301.750000 Penalty: 3202.134033
	Iteration 10Q: 3 clusters Score -2889302 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2889657.250000 Penalty: 3202.134033
	Iteration 11Q: 3 clusters Score -2889657 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2890020.250000 Penalty: 3202.134033
	Iteration 12Q: 3 clusters Score -2890020 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2890370.750000 Penalty: 3202.134033
	Iteration 13Q: 3 clusters Score -2890371 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2890662.000000 Penalty: 3202.134033
	Iteration 14Q: 3 clusters Score -2890662 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2890879.250000 Penalty: 3202.134033
	Iteration 15Q: 3 clusters Score -2890879 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2891043.000000 Penalty: 3202.134033
	Iteration 16Q: 3 clusters Score -2891043 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2891201.500000 Penalty: 3202.134033
	Iteration 17Q: 3 clusters Score -2891202 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2891307.750000 Penalty: 3202.134033
	Iteration 18Q: 3 clusters Score -2891308 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2891441.000000 Penalty: 3202.134033
	Iteration 19Q: 3 clusters Score -2891441 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2891560.500000 Penalty: 3202.134033
	Iteration 20F: 3 clusters Score -2891560 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2891674.500000 Penalty: 3202.134033
	Iteration 21Q: 3 clusters Score -2891674 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2891759.750000 Penalty: 3202.134033
	Iteration 22Q: 3 clusters Score -2891760 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2891856.500000 Penalty: 3202.134033
	Iteration 23Q: 3 clusters Score -2891856 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2891937.250000 Penalty: 3202.134033
	Iteration 24Q: 3 clusters Score -2891937 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2892014.000000 Penalty: 3202.134033
	Iteration 25Q: 3 clusters Score -2892014 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2892076.250000 Penalty: 3202.134033
	Iteration 26Q: 3 clusters Score -2892076 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2892138.500000 Penalty: 3202.134033
	Iteration 27Q: 3 clusters Score -2892138 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2892191.750000 Penalty: 3202.134033
	Iteration 28Q: 3 clusters Score -2892192 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2892247.000000 Penalty: 3202.134033
	Iteration 29Q: 3 clusters Score -2892247 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2892300.500000 Penalty: 3202.134033
	Iteration 30Q: 3 clusters Score -2892300 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2892346.500000 Penalty: 3202.134033
	Iteration 31Q: 3 clusters Score -2892346 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2892399.000000 Penalty: 3202.134033
	Iteration 32Q: 3 clusters Score -2892399 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2892429.250000 Penalty: 3202.134033
	Iteration 33Q: 3 clusters Score -2892429 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2892459.750000 Penalty: 3202.134033
	Iteration 34Q: 3 clusters Score -2892460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2892486.750000 Penalty: 3202.134033
	Iteration 35Q: 3 clusters Score -2892487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2892513.500000 Penalty: 3202.134033
	Iteration 36Q: 3 clusters Score -2892514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2892524.500000 Penalty: 3202.134033
	Iteration 37Q: 3 clusters Score -2892524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2892531.250000 Penalty: 3202.134033
	Iteration 38Q: 3 clusters Score -2892531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2892532.750000 Penalty: 3202.134033
	Iteration 39Q: 3 clusters Score -2892533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2892537.250000 Penalty: 3202.134033
	Iteration 40F: 3 clusters Score -2892537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2892540.000000 Penalty: 3202.134033
	Iteration 41Q: 3 clusters Score -2892540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2892546.250000 Penalty: 3202.134033
	Iteration 42Q: 3 clusters Score -2892546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2892542.750000 Penalty: 3202.134033
	Iteration 43Q: 3 clusters Score -2892543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2892549.250000 Penalty: 3202.134033
	Iteration 44Q: 3 clusters Score -2892549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2892552.000000 Penalty: 3202.134033
	Iteration 45Q: 3 clusters Score -2892552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2892558.500000 Penalty: 3202.134033
	Iteration 46Q: 3 clusters Score -2892558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2892553.500000 Penalty: 3202.134033
	Iteration 47Q: 3 clusters Score -2892554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2892552.500000 Penalty: 3202.134033
	Iteration 48Q: 3 clusters Score -2892552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2892554.000000 Penalty: 3202.134033
	Iteration 49Q: 3 clusters Score -2892554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2892554.500000 Penalty: 3202.134033
	Iteration 50Q: 3 clusters Score -2892554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2892555.250000 Penalty: 3202.134033
	Iteration 51Q: 3 clusters Score -2892555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2892553.000000 Penalty: 3202.134033
	Iteration 52Q: 3 clusters Score -2892553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2892553.000000 Penalty: 3202.134033
	Iteration 53Q: 3 clusters Score -2892553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2892553.000000 Penalty: 3202.134033
	Iteration 54F: 3 clusters Score -2892553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (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: -230584.656250 Penalty: 1211.109619
	Iteration 0F: 2 clusters Score -230584.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -228748.546875 Penalty: 2422.219238
	Iteration 0F: 3 clusters Score -228748.5 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -229408.375000 Penalty: 2422.219238
	Iteration 1F: 3 clusters Score -229408.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -229712.843750 Penalty: 2422.219238
	Iteration 2F: 3 clusters Score -229712.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -229874.359375 Penalty: 2422.219238
	Iteration 3F: 3 clusters Score -229874.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -229956.234375 Penalty: 2422.219238
	Iteration 4Q: 3 clusters Score -229956.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -230003.859375 Penalty: 2422.219238
	Iteration 5Q: 3 clusters Score -230003.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -230032.625000 Penalty: 2422.219238
	Iteration 6Q: 3 clusters Score -230032.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -230049.890625 Penalty: 2422.219238
	Iteration 7Q: 3 clusters Score -230049.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -230079.546875 Penalty: 2422.219238
	Iteration 8Q: 3 clusters Score -230079.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -230117.500000 Penalty: 2422.219238
	Iteration 9Q: 3 clusters Score -230117.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -230146.359375 Penalty: 2422.219238
	Iteration 10Q: 3 clusters Score -230146.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -230156.812500 Penalty: 2422.219238
	Iteration 11Q: 3 clusters Score -230156.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -230162.578125 Penalty: 2422.219238
	Iteration 12Q: 3 clusters Score -230162.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -230169.593750 Penalty: 2422.219238
	Iteration 13Q: 3 clusters Score -230169.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -230176.203125 Penalty: 2422.219238
	Iteration 14Q: 3 clusters Score -230176.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -230183.781250 Penalty: 2422.219238
	Iteration 15Q: 3 clusters Score -230183.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -230187.828125 Penalty: 2422.219238
	Iteration 16Q: 3 clusters Score -230187.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -230189.015625 Penalty: 2422.219238
	Iteration 17Q: 3 clusters Score -230189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -230189.984375 Penalty: 2422.219238
	Iteration 18Q: 3 clusters Score -230190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -230190.718750 Penalty: 2422.219238
	Iteration 19Q: 3 clusters Score -230190.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -230193.250000 Penalty: 2422.219238
	Iteration 20F: 3 clusters Score -230193.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -230196.421875 Penalty: 2422.219238
	Iteration 21Q: 3 clusters Score -230196.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -230201.046875 Penalty: 2422.219238
	Iteration 22Q: 3 clusters Score -230201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -230208.078125 Penalty: 2422.219238
	Iteration 23Q: 3 clusters Score -230208.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -230214.796875 Penalty: 2422.219238
	Iteration 24Q: 3 clusters Score -230214.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -230219.312500 Penalty: 2422.219238
	Iteration 25Q: 3 clusters Score -230219.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -230223.484375 Penalty: 2422.219238
	Iteration 26Q: 3 clusters Score -230223.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -230225.296875 Penalty: 2422.219238
	Iteration 27Q: 3 clusters Score -230225.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -230225.984375 Penalty: 2422.219238
	Iteration 28Q: 3 clusters Score -230226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -230225.984375 Penalty: 2422.219238
	Iteration 29F: 3 clusters Score -230226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (4450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Entering Unmasked Estep 
Score: -587634.937500 Penalty: 1365.107178
	Iteration 0F: 2 clusters Score -587634.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -583952.812500 Penalty: 2730.214355
	Iteration 0F: 3 clusters Score -583952.8 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -584932.500000 Penalty: 2730.214355
	Iteration 1F: 3 clusters Score -584932.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -585105.562500 Penalty: 2730.214355
	Iteration 2F: 3 clusters Score -585105.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -585221.250000 Penalty: 2730.214355
	Iteration 3F: 3 clusters Score -585221.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -585312.250000 Penalty: 2730.214355
	Iteration 4Q: 3 clusters Score -585312.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -585395.187500 Penalty: 2730.214355
	Iteration 5Q: 3 clusters Score -585395.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -585472.875000 Penalty: 2730.214355
	Iteration 6Q: 3 clusters Score -585472.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -585539.062500 Penalty: 2730.214355
	Iteration 7Q: 3 clusters Score -585539.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -585621.187500 Penalty: 2730.214355
	Iteration 8Q: 3 clusters Score -585621.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -585696.937500 Penalty: 2730.214355
	Iteration 9Q: 3 clusters Score -585696.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -585770.437500 Penalty: 2730.214355
	Iteration 10Q: 3 clusters Score -585770.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -585837.062500 Penalty: 2730.214355
	Iteration 11Q: 3 clusters Score -585837.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -585892.375000 Penalty: 2730.214355
	Iteration 12Q: 3 clusters Score -585892.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -585948.562500 Penalty: 2730.214355
	Iteration 13Q: 3 clusters Score -585948.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -585998.312500 Penalty: 2730.214355
	Iteration 14Q: 3 clusters Score -585998.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -586055.437500 Penalty: 2730.214355
	Iteration 15Q: 3 clusters Score -586055.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -586100.125000 Penalty: 2730.214355
	Iteration 16Q: 3 clusters Score -586100.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -586133.875000 Penalty: 2730.214355
	Iteration 17Q: 3 clusters Score -586133.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -586169.062500 Penalty: 2730.214355
	Iteration 18Q: 3 clusters Score -586169.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -586201.625000 Penalty: 2730.214355
	Iteration 19Q: 3 clusters Score -586201.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -586229.687500 Penalty: 2730.214355
	Iteration 20F: 3 clusters Score -586229.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -586252.187500 Penalty: 2730.214355
	Iteration 21Q: 3 clusters Score -586252.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -586272.812500 Penalty: 2730.214355
	Iteration 22Q: 3 clusters Score -586272.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -586291.937500 Penalty: 2730.214355
	Iteration 23Q: 3 clusters Score -586291.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -586312.187500 Penalty: 2730.214355
	Iteration 24Q: 3 clusters Score -586312.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -586334.937500 Penalty: 2730.214355
	Iteration 25Q: 3 clusters Score -586334.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -586356.625000 Penalty: 2730.214355
	Iteration 26Q: 3 clusters Score -586356.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -586364.562500 Penalty: 2730.214355
	Iteration 27Q: 3 clusters Score -586364.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -586372.500000 Penalty: 2730.214355
	Iteration 28Q: 3 clusters Score -586372.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -586374.312500 Penalty: 2730.214355
	Iteration 29Q: 3 clusters Score -586374.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -586376.812500 Penalty: 2730.214355
	Iteration 30Q: 3 clusters Score -586376.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -586382.062500 Penalty: 2730.214355
	Iteration 31Q: 3 clusters Score -586382.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -586389.562500 Penalty: 2730.214355
	Iteration 32Q: 3 clusters Score -586389.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -586395.312500 Penalty: 2730.214355
	Iteration 33Q: 3 clusters Score -586395.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -586399.437500 Penalty: 2730.214355
	Iteration 34Q: 3 clusters Score -586399.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -586404.312500 Penalty: 2730.214355
	Iteration 35Q: 3 clusters Score -586404.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -586410.750000 Penalty: 2730.214355
	Iteration 36Q: 3 clusters Score -586410.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -586417.375000 Penalty: 2730.214355
	Iteration 37Q: 3 clusters Score -586417.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -586423.437500 Penalty: 2730.214355
	Iteration 38Q: 3 clusters Score -586423.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -586428.000000 Penalty: 2730.214355
	Iteration 39Q: 3 clusters Score -586428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -586436.687500 Penalty: 2730.214355
	Iteration 40F: 3 clusters Score -586436.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -586448.562500 Penalty: 2730.214355
	Iteration 41Q: 3 clusters Score -586448.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -586468.500000 Penalty: 2730.214355
	Iteration 42Q: 3 clusters Score -586468.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -586486.875000 Penalty: 2730.214355
	Iteration 43Q: 3 clusters Score -586486.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -586496.687500 Penalty: 2730.214355
	Iteration 44Q: 3 clusters Score -586496.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -586505.375000 Penalty: 2730.214355
	Iteration 45Q: 3 clusters Score -586505.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -586513.500000 Penalty: 2730.214355
	Iteration 46Q: 3 clusters Score -586513.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -586520.437500 Penalty: 2730.214355
	Iteration 47Q: 3 clusters Score -586520.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -586525.125000 Penalty: 2730.214355
	Iteration 48Q: 3 clusters Score -586525.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -586531.562500 Penalty: 2730.214355
	Iteration 49Q: 3 clusters Score -586531.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -586534.875000 Penalty: 2730.214355
	Iteration 50Q: 3 clusters Score -586534.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -586537.937500 Penalty: 2730.214355
	Iteration 51Q: 3 clusters Score -586537.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -586540.062500 Penalty: 2730.214355
	Iteration 52Q: 3 clusters Score -586540.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -586540.937500 Penalty: 2730.214355
	Iteration 53Q: 3 clusters Score -586540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -586541.312500 Penalty: 2730.214355
	Iteration 54Q: 3 clusters Score -586541.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -586542.562500 Penalty: 2730.214355
	Iteration 55Q: 3 clusters Score -586542.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -586542.375000 Penalty: 2730.214355
	Iteration 56Q: 3 clusters Score -586542.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -586542.375000 Penalty: 2730.214355
	Iteration 57F: 3 clusters Score -586542.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (13015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Entering Unmasked Estep 
Score: -1969159.750000 Penalty: 1539.501953
	Iteration 0F: 2 clusters Score -1969160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1960092.875000 Penalty: 3079.003906
	Iteration 0F: 3 clusters Score -1960093 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1963324.375000 Penalty: 3079.003906
	Iteration 1F: 3 clusters Score -1963324 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1963644.250000 Penalty: 3079.003906
	Iteration 2F: 3 clusters Score -1963644 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1963919.750000 Penalty: 3079.003906
	Iteration 3F: 3 clusters Score -1963920 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1964147.500000 Penalty: 3079.003906
	Iteration 4Q: 3 clusters Score -1964148 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1964360.750000 Penalty: 3079.003906
	Iteration 5Q: 3 clusters Score -1964361 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1964532.750000 Penalty: 3079.003906
	Iteration 6Q: 3 clusters Score -1964533 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1964676.875000 Penalty: 3079.003906
	Iteration 7Q: 3 clusters Score -1964677 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1964819.750000 Penalty: 3079.003906
	Iteration 8Q: 3 clusters Score -1964820 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1964954.500000 Penalty: 3079.003906
	Iteration 9Q: 3 clusters Score -1964954 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1965103.375000 Penalty: 3079.003906
	Iteration 10Q: 3 clusters Score -1965103 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1965282.000000 Penalty: 3079.003906
	Iteration 11Q: 3 clusters Score -1965282 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1965477.000000 Penalty: 3079.003906
	Iteration 12Q: 3 clusters Score -1965477 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1965699.000000 Penalty: 3079.003906
	Iteration 13Q: 3 clusters Score -1965699 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1965962.875000 Penalty: 3079.003906
	Iteration 14Q: 3 clusters Score -1965963 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1966188.625000 Penalty: 3079.003906
	Iteration 15Q: 3 clusters Score -1966189 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1966347.500000 Penalty: 3079.003906
	Iteration 16Q: 3 clusters Score -1966348 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1966466.625000 Penalty: 3079.003906
	Iteration 17Q: 3 clusters Score -1966467 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1966567.875000 Penalty: 3079.003906
	Iteration 18Q: 3 clusters Score -1966568 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1966662.625000 Penalty: 3079.003906
	Iteration 19Q: 3 clusters Score -1966663 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1966748.250000 Penalty: 3079.003906
	Iteration 20F: 3 clusters Score -1966748 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1966828.125000 Penalty: 3079.003906
	Iteration 21Q: 3 clusters Score -1966828 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1966892.500000 Penalty: 3079.003906
	Iteration 22Q: 3 clusters Score -1966892 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1966961.000000 Penalty: 3079.003906
	Iteration 23Q: 3 clusters Score -1966961 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1967038.625000 Penalty: 3079.003906
	Iteration 24Q: 3 clusters Score -1967039 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1967108.000000 Penalty: 3079.003906
	Iteration 25Q: 3 clusters Score -1967108 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1967177.250000 Penalty: 3079.003906
	Iteration 26Q: 3 clusters Score -1967177 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1967241.750000 Penalty: 3079.003906
	Iteration 27Q: 3 clusters Score -1967242 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1967301.625000 Penalty: 3079.003906
	Iteration 28Q: 3 clusters Score -1967302 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1967356.875000 Penalty: 3079.003906
	Iteration 29Q: 3 clusters Score -1967357 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1967424.125000 Penalty: 3079.003906
	Iteration 30Q: 3 clusters Score -1967424 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1967473.000000 Penalty: 3079.003906
	Iteration 31Q: 3 clusters Score -1967473 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1967517.875000 Penalty: 3079.003906
	Iteration 32Q: 3 clusters Score -1967518 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1967547.500000 Penalty: 3079.003906
	Iteration 33Q: 3 clusters Score -1967548 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1967581.375000 Penalty: 3079.003906
	Iteration 34Q: 3 clusters Score -1967581 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1967604.250000 Penalty: 3079.003906
	Iteration 35Q: 3 clusters Score -1967604 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1967628.500000 Penalty: 3079.003906
	Iteration 36Q: 3 clusters Score -1967628 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1967657.000000 Penalty: 3079.003906
	Iteration 37Q: 3 clusters Score -1967657 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1967673.500000 Penalty: 3079.003906
	Iteration 38Q: 3 clusters Score -1967674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1967699.000000 Penalty: 3079.003906
	Iteration 39Q: 3 clusters Score -1967699 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1967720.250000 Penalty: 3079.003906
	Iteration 40F: 3 clusters Score -1967720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1967735.000000 Penalty: 3079.003906
	Iteration 41Q: 3 clusters Score -1967735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1967749.375000 Penalty: 3079.003906
	Iteration 42Q: 3 clusters Score -1967749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1967757.500000 Penalty: 3079.003906
	Iteration 43Q: 3 clusters Score -1967758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1967766.000000 Penalty: 3079.003906
	Iteration 44Q: 3 clusters Score -1967766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1967772.375000 Penalty: 3079.003906
	Iteration 45Q: 3 clusters Score -1967772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1967786.625000 Penalty: 3079.003906
	Iteration 46Q: 3 clusters Score -1967787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1967792.125000 Penalty: 3079.003906
	Iteration 47Q: 3 clusters Score -1967792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1967796.875000 Penalty: 3079.003906
	Iteration 48Q: 3 clusters Score -1967797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1967803.250000 Penalty: 3079.003906
	Iteration 49Q: 3 clusters Score -1967803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1967804.000000 Penalty: 3079.003906
	Iteration 50Q: 3 clusters Score -1967804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1967808.500000 Penalty: 3079.003906
	Iteration 51Q: 3 clusters Score -1967808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1967814.250000 Penalty: 3079.003906
	Iteration 52Q: 3 clusters Score -1967814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1967819.375000 Penalty: 3079.003906
	Iteration 53Q: 3 clusters Score -1967819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1967825.500000 Penalty: 3079.003906
	Iteration 54Q: 3 clusters Score -1967826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1967827.375000 Penalty: 3079.003906
	Iteration 55Q: 3 clusters Score -1967827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1967834.750000 Penalty: 3079.003906
	Iteration 56Q: 3 clusters Score -1967835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1967838.375000 Penalty: 3079.003906
	Iteration 57Q: 3 clusters Score -1967838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1967839.500000 Penalty: 3079.003906
	Iteration 58Q: 3 clusters Score -1967840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1967839.250000 Penalty: 3079.003906
	Iteration 59Q: 3 clusters Score -1967839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1967839.250000 Penalty: 3079.003906
	Iteration 60F: 3 clusters Score -1967839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -191005.734375 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -191005.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -189231.640625 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -189231.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -189661.265625 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -189661.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -189805.843750 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -189805.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -189895.218750 Penalty: 2388.081787
	Iteration 3F: 3 clusters Score -189895.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -189973.203125 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -189973.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -190050.531250 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -190050.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -190129.750000 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -190129.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -190203.234375 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -190203.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -190248.250000 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -190248.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -190288.656250 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -190288.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -190317.656250 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -190317.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -190347.656250 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -190347.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -190360.265625 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -190360.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -190371.062500 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -190371.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -190379.140625 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -190379.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -190384.781250 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -190384.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -190394.390625 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -190394.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -190399.171875 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -190399.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -190402.062500 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -190402.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -190405.343750 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -190405.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -190407.546875 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -190407.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -190410.203125 Penalty: 2388.081787
	Iteration 21Q: 3 clusters Score -190410.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -190411.625000 Penalty: 2388.081787
	Iteration 22Q: 3 clusters Score -190411.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -190411.625000 Penalty: 2388.081787
	Iteration 23F: 3 clusters Score -190411.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Entering Unmasked Estep 
Score: -315830.437500 Penalty: 1256.296143
	Iteration 0F: 2 clusters Score -315830.4 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 1152 members 
Entering Unmasked Estep 
Score: -313604.093750 Penalty: 2512.592285
	Iteration 0F: 3 clusters Score -313604.1 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -314138.812500 Penalty: 2512.592285
	Iteration 1F: 3 clusters Score -314138.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -314275.468750 Penalty: 2512.592285
	Iteration 2F: 3 clusters Score -314275.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -314354.812500 Penalty: 2512.592285
	Iteration 3F: 3 clusters Score -314354.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -314397.437500 Penalty: 2512.592285
	Iteration 4Q: 3 clusters Score -314397.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -314437.812500 Penalty: 2512.592285
	Iteration 5Q: 3 clusters Score -314437.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -314466.187500 Penalty: 2512.592285
	Iteration 6Q: 3 clusters Score -314466.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -314486.468750 Penalty: 2512.592285
	Iteration 7Q: 3 clusters Score -314486.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -314501.531250 Penalty: 2512.592285
	Iteration 8Q: 3 clusters Score -314501.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -314512.937500 Penalty: 2512.592285
	Iteration 9Q: 3 clusters Score -314512.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -314517.406250 Penalty: 2512.592285
	Iteration 10Q: 3 clusters Score -314517.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -314525.281250 Penalty: 2512.592285
	Iteration 11Q: 3 clusters Score -314525.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -314531.000000 Penalty: 2512.592285
	Iteration 12Q: 3 clusters Score -314531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -314536.968750 Penalty: 2512.592285
	Iteration 13Q: 3 clusters Score -314537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -314540.468750 Penalty: 2512.592285
	Iteration 14Q: 3 clusters Score -314540.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -314544.218750 Penalty: 2512.592285
	Iteration 15Q: 3 clusters Score -314544.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -314549.781250 Penalty: 2512.592285
	Iteration 16Q: 3 clusters Score -314549.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -314555.343750 Penalty: 2512.592285
	Iteration 17Q: 3 clusters Score -314555.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -314560.000000 Penalty: 2512.592285
	Iteration 18Q: 3 clusters Score -314560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -314565.625000 Penalty: 2512.592285
	Iteration 19Q: 3 clusters Score -314565.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -314570.500000 Penalty: 2512.592285
	Iteration 20F: 3 clusters Score -314570.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -314571.687500 Penalty: 2512.592285
	Iteration 21Q: 3 clusters Score -314571.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -314572.531250 Penalty: 2512.592285
	Iteration 22Q: 3 clusters Score -314572.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -314573.625000 Penalty: 2512.592285
	Iteration 23Q: 3 clusters Score -314573.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -314574.625000 Penalty: 2512.592285
	Iteration 24Q: 3 clusters Score -314574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -314577.281250 Penalty: 2512.592285
	Iteration 25Q: 3 clusters Score -314577.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -314578.343750 Penalty: 2512.592285
	Iteration 26Q: 3 clusters Score -314578.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -314578.906250 Penalty: 2512.592285
	Iteration 27Q: 3 clusters Score -314578.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -314579.468750 Penalty: 2512.592285
	Iteration 28Q: 3 clusters Score -314579.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -314579.468750 Penalty: 2512.592285
	Iteration 29F: 3 clusters Score -314579.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -93972.898438 Penalty: 1087.665039
	Iteration 0F: 2 clusters Score -93972.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -92699.937500 Penalty: 2175.330078
	Iteration 0F: 3 clusters Score -92699.94 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -93208.593750 Penalty: 2175.330078
	Iteration 1F: 3 clusters Score -93208.59 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -93663.726562 Penalty: 2175.330078
	Iteration 2F: 3 clusters Score -93663.73 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -93970.250000 Penalty: 2175.330078
	Iteration 3F: 3 clusters Score -93970.25 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -94084.421875 Penalty: 2175.330078
	Iteration 4F: 3 clusters Score -94084.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -94136.429688 Penalty: 2175.330078
	Iteration 5Q: 3 clusters Score -94136.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -94166.218750 Penalty: 2175.330078
	Iteration 6Q: 3 clusters Score -94166.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -94178.531250 Penalty: 2175.330078
	Iteration 7Q: 3 clusters Score -94178.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -94188.296875 Penalty: 2175.330078
	Iteration 8Q: 3 clusters Score -94188.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -94189.937500 Penalty: 2175.330078
	Iteration 9Q: 3 clusters Score -94189.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -94192.757812 Penalty: 2175.330078
	Iteration 10Q: 3 clusters Score -94192.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -94192.757812 Penalty: 2175.330078
	Iteration 11F: 3 clusters Score -94192.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10444 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31434 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 7786 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 21553 members 
Mstep: Class 18 contains 1388 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4962 members 
Mstep: Class 22 contains 1988 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10947 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9412 members 
Mstep: Class 29 contains 14698 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 12889 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6606 members 
Mstep: Class 37 contains 9606 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28968 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 15022 members 
Mstep: Class 46 contains 14296 members 
Mstep: Class 47 contains 3695 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 19599 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13283 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6696 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13015 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 499 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 17111 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19701 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 25238 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Mstep: Class 86 contains 308 members 
Entering Unmasked Estep 
Score: -85934504.000000 Penalty: 185964.312500
Splitting cluster 68 changes total score from -85935336.000000 to -85934504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (8763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Entering Unmasked Estep 
Score: -1330564.375000 Penalty: 1475.222778
	Iteration 0F: 2 clusters Score -1330564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1324183.500000 Penalty: 2950.445557
	Iteration 0F: 3 clusters Score -1324184 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1326360.125000 Penalty: 2950.445557
	Iteration 1F: 3 clusters Score -1326360 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1326675.000000 Penalty: 2950.445557
	Iteration 2F: 3 clusters Score -1326675 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1326936.750000 Penalty: 2950.445557
	Iteration 3F: 3 clusters Score -1326937 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1327136.250000 Penalty: 2950.445557
	Iteration 4F: 3 clusters Score -1327136 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1327275.750000 Penalty: 2950.445557
	Iteration 5Q: 3 clusters Score -1327276 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1327379.750000 Penalty: 2950.445557
	Iteration 6Q: 3 clusters Score -1327380 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1327455.000000 Penalty: 2950.445557
	Iteration 7Q: 3 clusters Score -1327455 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1327515.125000 Penalty: 2950.445557
	Iteration 8Q: 3 clusters Score -1327515 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1327557.375000 Penalty: 2950.445557
	Iteration 9Q: 3 clusters Score -1327557 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1327599.250000 Penalty: 2950.445557
	Iteration 10Q: 3 clusters Score -1327599 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1327627.375000 Penalty: 2950.445557
	Iteration 11Q: 3 clusters Score -1327627 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1327657.125000 Penalty: 2950.445557
	Iteration 12Q: 3 clusters Score -1327657 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1327686.375000 Penalty: 2950.445557
	Iteration 13Q: 3 clusters Score -1327686 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1327714.500000 Penalty: 2950.445557
	Iteration 14Q: 3 clusters Score -1327714 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1327738.000000 Penalty: 2950.445557
	Iteration 15Q: 3 clusters Score -1327738 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1327762.500000 Penalty: 2950.445557
	Iteration 16Q: 3 clusters Score -1327762 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1327799.625000 Penalty: 2950.445557
	Iteration 17Q: 3 clusters Score -1327800 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1327838.125000 Penalty: 2950.445557
	Iteration 18Q: 3 clusters Score -1327838 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1327889.125000 Penalty: 2950.445557
	Iteration 19Q: 3 clusters Score -1327889 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1327941.000000 Penalty: 2950.445557
	Iteration 20F: 3 clusters Score -1327941 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1327995.125000 Penalty: 2950.445557
	Iteration 21Q: 3 clusters Score -1327995 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1328055.500000 Penalty: 2950.445557
	Iteration 22Q: 3 clusters Score -1328056 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1328127.250000 Penalty: 2950.445557
	Iteration 23Q: 3 clusters Score -1328127 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1328207.500000 Penalty: 2950.445557
	Iteration 24Q: 3 clusters Score -1328208 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1328298.000000 Penalty: 2950.445557
	Iteration 25Q: 3 clusters Score -1328298 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1328401.875000 Penalty: 2950.445557
	Iteration 26Q: 3 clusters Score -1328402 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1328514.250000 Penalty: 2950.445557
	Iteration 27Q: 3 clusters Score -1328514 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1328620.125000 Penalty: 2950.445557
	Iteration 28Q: 3 clusters Score -1328620 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1328705.500000 Penalty: 2950.445557
	Iteration 29Q: 3 clusters Score -1328706 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1328761.750000 Penalty: 2950.445557
	Iteration 30Q: 3 clusters Score -1328762 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1328813.125000 Penalty: 2950.445557
	Iteration 31Q: 3 clusters Score -1328813 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1328851.750000 Penalty: 2950.445557
	Iteration 32Q: 3 clusters Score -1328852 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1328894.000000 Penalty: 2950.445557
	Iteration 33Q: 3 clusters Score -1328894 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1328933.750000 Penalty: 2950.445557
	Iteration 34Q: 3 clusters Score -1328934 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1328980.500000 Penalty: 2950.445557
	Iteration 35Q: 3 clusters Score -1328980 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1329027.125000 Penalty: 2950.445557
	Iteration 36Q: 3 clusters Score -1329027 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1329060.625000 Penalty: 2950.445557
	Iteration 37Q: 3 clusters Score -1329061 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1329087.250000 Penalty: 2950.445557
	Iteration 38Q: 3 clusters Score -1329087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1329113.500000 Penalty: 2950.445557
	Iteration 39Q: 3 clusters Score -1329114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1329141.750000 Penalty: 2950.445557
	Iteration 40F: 3 clusters Score -1329142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1329165.000000 Penalty: 2950.445557
	Iteration 41Q: 3 clusters Score -1329165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1329175.000000 Penalty: 2950.445557
	Iteration 42Q: 3 clusters Score -1329175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1329186.625000 Penalty: 2950.445557
	Iteration 43Q: 3 clusters Score -1329187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1329196.375000 Penalty: 2950.445557
	Iteration 44Q: 3 clusters Score -1329196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1329203.625000 Penalty: 2950.445557
	Iteration 45Q: 3 clusters Score -1329204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1329212.000000 Penalty: 2950.445557
	Iteration 46Q: 3 clusters Score -1329212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1329217.125000 Penalty: 2950.445557
	Iteration 47Q: 3 clusters Score -1329217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1329220.000000 Penalty: 2950.445557
	Iteration 48Q: 3 clusters Score -1329220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1329221.625000 Penalty: 2950.445557
	Iteration 49Q: 3 clusters Score -1329222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1329224.875000 Penalty: 2950.445557
	Iteration 50Q: 3 clusters Score -1329225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1329230.250000 Penalty: 2950.445557
	Iteration 51Q: 3 clusters Score -1329230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1329240.375000 Penalty: 2950.445557
	Iteration 52Q: 3 clusters Score -1329240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1329247.250000 Penalty: 2950.445557
	Iteration 53Q: 3 clusters Score -1329247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1329252.375000 Penalty: 2950.445557
	Iteration 54Q: 3 clusters Score -1329252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1329262.625000 Penalty: 2950.445557
	Iteration 55Q: 3 clusters Score -1329263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1329277.125000 Penalty: 2950.445557
	Iteration 56Q: 3 clusters Score -1329277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1329285.000000 Penalty: 2950.445557
	Iteration 57Q: 3 clusters Score -1329285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1329290.250000 Penalty: 2950.445557
	Iteration 58Q: 3 clusters Score -1329290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1329292.000000 Penalty: 2950.445557
	Iteration 59Q: 3 clusters Score -1329292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1329294.375000 Penalty: 2950.445557
	Iteration 60F: 3 clusters Score -1329294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1329297.000000 Penalty: 2950.445557
	Iteration 61Q: 3 clusters Score -1329297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1329297.875000 Penalty: 2950.445557
	Iteration 62Q: 3 clusters Score -1329298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1329298.750000 Penalty: 2950.445557
	Iteration 63Q: 3 clusters Score -1329299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1329302.750000 Penalty: 2950.445557
	Iteration 64Q: 3 clusters Score -1329303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1329301.750000 Penalty: 2950.445557
	Iteration 65Q: 3 clusters Score -1329302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1329302.500000 Penalty: 2950.445557
	Iteration 66Q: 3 clusters Score -1329302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1329302.250000 Penalty: 2950.445557
	Iteration 67Q: 3 clusters Score -1329302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1329302.000000 Penalty: 2950.445557
	Iteration 68Q: 3 clusters Score -1329302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1329302.000000 Penalty: 2950.445557
	Iteration 69F: 3 clusters Score -1329302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -114657.710938 Penalty: 1082.551392
	Iteration 0F: 2 clusters Score -114657.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -113342.929688 Penalty: 2165.102783
	Iteration 0F: 3 clusters Score -113342.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -113514.742188 Penalty: 2165.102783
	Iteration 1F: 3 clusters Score -113514.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -113575.539062 Penalty: 2165.102783
	Iteration 2F: 3 clusters Score -113575.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -113603.078125 Penalty: 2165.102783
	Iteration 3Q: 3 clusters Score -113603.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -113624.906250 Penalty: 2165.102783
	Iteration 4Q: 3 clusters Score -113624.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -113635.687500 Penalty: 2165.102783
	Iteration 5Q: 3 clusters Score -113635.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -113659.914062 Penalty: 2165.102783
	Iteration 6Q: 3 clusters Score -113659.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -113672.554688 Penalty: 2165.102783
	Iteration 7Q: 3 clusters Score -113672.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -113679.679688 Penalty: 2165.102783
	Iteration 8Q: 3 clusters Score -113679.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -113686.757812 Penalty: 2165.102783
	Iteration 9Q: 3 clusters Score -113686.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -113691.843750 Penalty: 2165.102783
	Iteration 10Q: 3 clusters Score -113691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -113694.359375 Penalty: 2165.102783
	Iteration 11Q: 3 clusters Score -113694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -113697.179688 Penalty: 2165.102783
	Iteration 12Q: 3 clusters Score -113697.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -113699.359375 Penalty: 2165.102783
	Iteration 13Q: 3 clusters Score -113699.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -113704.773438 Penalty: 2165.102783
	Iteration 14Q: 3 clusters Score -113704.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -113707.164062 Penalty: 2165.102783
	Iteration 15Q: 3 clusters Score -113707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -113708.750000 Penalty: 2165.102783
	Iteration 16Q: 3 clusters Score -113708.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -113708.750000 Penalty: 2165.102783
	Iteration 17F: 3 clusters Score -113708.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -116703.867188 Penalty: 1114.003906
	Iteration 0F: 2 clusters Score -116703.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -115299.414062 Penalty: 2228.007812
	Iteration 0F: 3 clusters Score -115299.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -115595.078125 Penalty: 2228.007812
	Iteration 1F: 3 clusters Score -115595.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -115733.062500 Penalty: 2228.007812
	Iteration 2F: 3 clusters Score -115733.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -115847.625000 Penalty: 2228.007812
	Iteration 3F: 3 clusters Score -115847.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -115947.640625 Penalty: 2228.007812
	Iteration 4F: 3 clusters Score -115947.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -116029.890625 Penalty: 2228.007812
	Iteration 5Q: 3 clusters Score -116029.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -116098.453125 Penalty: 2228.007812
	Iteration 6Q: 3 clusters Score -116098.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -116172.132812 Penalty: 2228.007812
	Iteration 7Q: 3 clusters Score -116172.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -116227.140625 Penalty: 2228.007812
	Iteration 8Q: 3 clusters Score -116227.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -116261.437500 Penalty: 2228.007812
	Iteration 9Q: 3 clusters Score -116261.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -116324.890625 Penalty: 2228.007812
	Iteration 10Q: 3 clusters Score -116324.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -116370.382812 Penalty: 2228.007812
	Iteration 11Q: 3 clusters Score -116370.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -116412.992188 Penalty: 2228.007812
	Iteration 12Q: 3 clusters Score -116413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -116439.539062 Penalty: 2228.007812
	Iteration 13Q: 3 clusters Score -116439.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -116459.312500 Penalty: 2228.007812
	Iteration 14Q: 3 clusters Score -116459.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -116477.593750 Penalty: 2228.007812
	Iteration 15Q: 3 clusters Score -116477.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -116497.960938 Penalty: 2228.007812
	Iteration 16Q: 3 clusters Score -116498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -116518.000000 Penalty: 2228.007812
	Iteration 17Q: 3 clusters Score -116518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -116535.757812 Penalty: 2228.007812
	Iteration 18Q: 3 clusters Score -116535.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -116552.242188 Penalty: 2228.007812
	Iteration 19Q: 3 clusters Score -116552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -116557.109375 Penalty: 2228.007812
	Iteration 20F: 3 clusters Score -116557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -116561.406250 Penalty: 2228.007812
	Iteration 21Q: 3 clusters Score -116561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -116568.828125 Penalty: 2228.007812
	Iteration 22Q: 3 clusters Score -116568.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -116570.492188 Penalty: 2228.007812
	Iteration 23Q: 3 clusters Score -116570.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -116570.492188 Penalty: 2228.007812
	Iteration 24F: 3 clusters Score -116570.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (17111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Entering Unmasked Estep 
Score: -2602291.250000 Penalty: 1583.964966
	Iteration 0F: 2 clusters Score -2602291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2590742.250000 Penalty: 3167.929932
	Iteration 0F: 3 clusters Score -2590742 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2595062.750000 Penalty: 3167.929932
	Iteration 1F: 3 clusters Score -2595063 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2595438.250000 Penalty: 3167.929932
	Iteration 2F: 3 clusters Score -2595438 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2595823.500000 Penalty: 3167.929932
	Iteration 3F: 3 clusters Score -2595824 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2596217.000000 Penalty: 3167.929932
	Iteration 4F: 3 clusters Score -2596217 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2596642.750000 Penalty: 3167.929932
	Iteration 5F: 3 clusters Score -2596643 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2597100.000000 Penalty: 3167.929932
	Iteration 6F: 3 clusters Score -2597100 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2597609.250000 Penalty: 3167.929932
	Iteration 7F: 3 clusters Score -2597609 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2598082.750000 Penalty: 3167.929932
	Iteration 8Q: 3 clusters Score -2598083 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2598574.750000 Penalty: 3167.929932
	Iteration 9Q: 3 clusters Score -2598575 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2598981.000000 Penalty: 3167.929932
	Iteration 10Q: 3 clusters Score -2598981 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2599282.000000 Penalty: 3167.929932
	Iteration 11Q: 3 clusters Score -2599282 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2599476.000000 Penalty: 3167.929932
	Iteration 12Q: 3 clusters Score -2599476 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2599608.250000 Penalty: 3167.929932
	Iteration 13Q: 3 clusters Score -2599608 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2599721.500000 Penalty: 3167.929932
	Iteration 14Q: 3 clusters Score -2599722 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2599803.000000 Penalty: 3167.929932
	Iteration 15Q: 3 clusters Score -2599803 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2599883.250000 Penalty: 3167.929932
	Iteration 16Q: 3 clusters Score -2599883 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2599969.250000 Penalty: 3167.929932
	Iteration 17Q: 3 clusters Score -2599969 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2600036.250000 Penalty: 3167.929932
	Iteration 18Q: 3 clusters Score -2600036 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2600118.750000 Penalty: 3167.929932
	Iteration 19Q: 3 clusters Score -2600119 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2600193.000000 Penalty: 3167.929932
	Iteration 20F: 3 clusters Score -2600193 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2600261.250000 Penalty: 3167.929932
	Iteration 21Q: 3 clusters Score -2600261 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2600304.250000 Penalty: 3167.929932
	Iteration 22Q: 3 clusters Score -2600304 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2600342.750000 Penalty: 3167.929932
	Iteration 23Q: 3 clusters Score -2600343 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2600383.000000 Penalty: 3167.929932
	Iteration 24Q: 3 clusters Score -2600383 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2600413.000000 Penalty: 3167.929932
	Iteration 25Q: 3 clusters Score -2600413 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2600441.750000 Penalty: 3167.929932
	Iteration 26Q: 3 clusters Score -2600442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2600462.500000 Penalty: 3167.929932
	Iteration 27Q: 3 clusters Score -2600462 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2600486.750000 Penalty: 3167.929932
	Iteration 28Q: 3 clusters Score -2600487 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2600514.500000 Penalty: 3167.929932
	Iteration 29Q: 3 clusters Score -2600514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2600538.250000 Penalty: 3167.929932
	Iteration 30Q: 3 clusters Score -2600538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2600557.000000 Penalty: 3167.929932
	Iteration 31Q: 3 clusters Score -2600557 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2600577.000000 Penalty: 3167.929932
	Iteration 32Q: 3 clusters Score -2600577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2600584.500000 Penalty: 3167.929932
	Iteration 33Q: 3 clusters Score -2600584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2600595.000000 Penalty: 3167.929932
	Iteration 34Q: 3 clusters Score -2600595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2600607.750000 Penalty: 3167.929932
	Iteration 35Q: 3 clusters Score -2600608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2600616.750000 Penalty: 3167.929932
	Iteration 36Q: 3 clusters Score -2600617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2600628.500000 Penalty: 3167.929932
	Iteration 37Q: 3 clusters Score -2600628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2600636.000000 Penalty: 3167.929932
	Iteration 38Q: 3 clusters Score -2600636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2600646.000000 Penalty: 3167.929932
	Iteration 39Q: 3 clusters Score -2600646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2600658.750000 Penalty: 3167.929932
	Iteration 40F: 3 clusters Score -2600659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2600676.000000 Penalty: 3167.929932
	Iteration 41Q: 3 clusters Score -2600676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2600695.500000 Penalty: 3167.929932
	Iteration 42Q: 3 clusters Score -2600696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2600698.500000 Penalty: 3167.929932
	Iteration 43Q: 3 clusters Score -2600698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2600708.500000 Penalty: 3167.929932
	Iteration 44Q: 3 clusters Score -2600708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2600714.500000 Penalty: 3167.929932
	Iteration 45Q: 3 clusters Score -2600714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2600715.250000 Penalty: 3167.929932
	Iteration 46Q: 3 clusters Score -2600715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2600721.750000 Penalty: 3167.929932
	Iteration 47Q: 3 clusters Score -2600722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2600727.250000 Penalty: 3167.929932
	Iteration 48Q: 3 clusters Score -2600727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2600729.750000 Penalty: 3167.929932
	Iteration 49Q: 3 clusters Score -2600730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2600737.750000 Penalty: 3167.929932
	Iteration 50Q: 3 clusters Score -2600738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2600744.750000 Penalty: 3167.929932
	Iteration 51Q: 3 clusters Score -2600745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2600758.500000 Penalty: 3167.929932
	Iteration 52Q: 3 clusters Score -2600758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2600761.250000 Penalty: 3167.929932
	Iteration 53Q: 3 clusters Score -2600761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2600763.500000 Penalty: 3167.929932
	Iteration 54Q: 3 clusters Score -2600764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2600766.000000 Penalty: 3167.929932
	Iteration 55Q: 3 clusters Score -2600766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2600767.250000 Penalty: 3167.929932
	Iteration 56Q: 3 clusters Score -2600767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2600766.750000 Penalty: 3167.929932
	Iteration 57Q: 3 clusters Score -2600767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2600769.500000 Penalty: 3167.929932
	Iteration 58Q: 3 clusters Score -2600770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2600771.500000 Penalty: 3167.929932
	Iteration 59Q: 3 clusters Score -2600772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2600771.500000 Penalty: 3167.929932
	Iteration 60F: 3 clusters Score -2600772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -455526.281250 Penalty: 1318.041992
	Iteration 0F: 2 clusters Score -455526.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -452613.656250 Penalty: 2636.083984
	Iteration 0F: 3 clusters Score -452613.7 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -453394.843750 Penalty: 2636.083984
	Iteration 1F: 3 clusters Score -453394.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -453553.218750 Penalty: 2636.083984
	Iteration 2F: 3 clusters Score -453553.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -453664.562500 Penalty: 2636.083984
	Iteration 3F: 3 clusters Score -453664.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -453764.906250 Penalty: 2636.083984
	Iteration 4Q: 3 clusters Score -453764.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -453853.093750 Penalty: 2636.083984
	Iteration 5Q: 3 clusters Score -453853.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -453939.062500 Penalty: 2636.083984
	Iteration 6Q: 3 clusters Score -453939.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -454027.250000 Penalty: 2636.083984
	Iteration 7Q: 3 clusters Score -454027.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -454118.406250 Penalty: 2636.083984
	Iteration 8Q: 3 clusters Score -454118.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -454208.968750 Penalty: 2636.083984
	Iteration 9Q: 3 clusters Score -454209 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -454319.156250 Penalty: 2636.083984
	Iteration 10Q: 3 clusters Score -454319.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -454424.812500 Penalty: 2636.083984
	Iteration 11Q: 3 clusters Score -454424.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -454526.218750 Penalty: 2636.083984
	Iteration 12Q: 3 clusters Score -454526.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -454568.468750 Penalty: 2636.083984
	Iteration 13Q: 3 clusters Score -454568.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -454592.656250 Penalty: 2636.083984
	Iteration 14Q: 3 clusters Score -454592.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -454610.156250 Penalty: 2636.083984
	Iteration 15Q: 3 clusters Score -454610.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -454622.218750 Penalty: 2636.083984
	Iteration 16Q: 3 clusters Score -454622.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -454629.781250 Penalty: 2636.083984
	Iteration 17Q: 3 clusters Score -454629.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -454634.531250 Penalty: 2636.083984
	Iteration 18Q: 3 clusters Score -454634.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -454640.093750 Penalty: 2636.083984
	Iteration 19Q: 3 clusters Score -454640.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -454654.031250 Penalty: 2636.083984
	Iteration 20F: 3 clusters Score -454654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -454665.437500 Penalty: 2636.083984
	Iteration 21Q: 3 clusters Score -454665.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -454675.593750 Penalty: 2636.083984
	Iteration 22Q: 3 clusters Score -454675.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -454677.906250 Penalty: 2636.083984
	Iteration 23Q: 3 clusters Score -454677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -454679.093750 Penalty: 2636.083984
	Iteration 24Q: 3 clusters Score -454679.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -454680.406250 Penalty: 2636.083984
	Iteration 25Q: 3 clusters Score -454680.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -454681.843750 Penalty: 2636.083984
	Iteration 26Q: 3 clusters Score -454681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -454683.000000 Penalty: 2636.083984
	Iteration 27Q: 3 clusters Score -454683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -454684.468750 Penalty: 2636.083984
	Iteration 28Q: 3 clusters Score -454684.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -454685.562500 Penalty: 2636.083984
	Iteration 29Q: 3 clusters Score -454685.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -454685.562500 Penalty: 2636.083984
	Iteration 30F: 3 clusters Score -454685.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (19701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Entering Unmasked Estep 
Score: -2776881.500000 Penalty: 1606.869019
	Iteration 0F: 2 clusters Score -2776882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2763881.500000 Penalty: 3213.738037
	Iteration 0F: 3 clusters Score -2763882 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2768918.750000 Penalty: 3213.738037
	Iteration 1F: 3 clusters Score -2768919 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2769486.250000 Penalty: 3213.738037
	Iteration 2F: 3 clusters Score -2769486 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2770090.500000 Penalty: 3213.738037
	Iteration 3F: 3 clusters Score -2770090 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2770852.250000 Penalty: 3213.738037
	Iteration 4F: 3 clusters Score -2770852 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2771734.000000 Penalty: 3213.738037
	Iteration 5F: 3 clusters Score -2771734 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2772600.000000 Penalty: 3213.738037
	Iteration 6F: 3 clusters Score -2772600 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2773466.750000 Penalty: 3213.738037
	Iteration 7F: 3 clusters Score -2773467 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2774348.750000 Penalty: 3213.738037
	Iteration 8F: 3 clusters Score -2774349 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2775140.750000 Penalty: 3213.738037
	Iteration 9Q: 3 clusters Score -2775141 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2775672.750000 Penalty: 3213.738037
	Iteration 10Q: 3 clusters Score -2775673 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2775970.000000 Penalty: 3213.738037
	Iteration 11Q: 3 clusters Score -2775970 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2776136.250000 Penalty: 3213.738037
	Iteration 12Q: 3 clusters Score -2776136 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2776228.750000 Penalty: 3213.738037
	Iteration 13Q: 3 clusters Score -2776229 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2776298.750000 Penalty: 3213.738037
	Iteration 14Q: 3 clusters Score -2776299 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2776345.000000 Penalty: 3213.738037
	Iteration 15Q: 3 clusters Score -2776345 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2776392.500000 Penalty: 3213.738037
	Iteration 16Q: 3 clusters Score -2776392 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2776435.500000 Penalty: 3213.738037
	Iteration 17Q: 3 clusters Score -2776436 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2776476.000000 Penalty: 3213.738037
	Iteration 18Q: 3 clusters Score -2776476 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2776501.750000 Penalty: 3213.738037
	Iteration 19Q: 3 clusters Score -2776502 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2776515.750000 Penalty: 3213.738037
	Iteration 20F: 3 clusters Score -2776516 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2776541.250000 Penalty: 3213.738037
	Iteration 21Q: 3 clusters Score -2776541 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2776566.750000 Penalty: 3213.738037
	Iteration 22Q: 3 clusters Score -2776567 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2776592.500000 Penalty: 3213.738037
	Iteration 23Q: 3 clusters Score -2776592 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2776628.250000 Penalty: 3213.738037
	Iteration 24Q: 3 clusters Score -2776628 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2776657.000000 Penalty: 3213.738037
	Iteration 25Q: 3 clusters Score -2776657 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2776669.000000 Penalty: 3213.738037
	Iteration 26Q: 3 clusters Score -2776669 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2776678.500000 Penalty: 3213.738037
	Iteration 27Q: 3 clusters Score -2776678 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2776702.250000 Penalty: 3213.738037
	Iteration 28Q: 3 clusters Score -2776702 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2776714.500000 Penalty: 3213.738037
	Iteration 29Q: 3 clusters Score -2776714 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2776745.500000 Penalty: 3213.738037
	Iteration 30Q: 3 clusters Score -2776746 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2776767.000000 Penalty: 3213.738037
	Iteration 31Q: 3 clusters Score -2776767 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2776793.000000 Penalty: 3213.738037
	Iteration 32Q: 3 clusters Score -2776793 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2776802.250000 Penalty: 3213.738037
	Iteration 33Q: 3 clusters Score -2776802 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2776821.000000 Penalty: 3213.738037
	Iteration 34Q: 3 clusters Score -2776821 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2776833.000000 Penalty: 3213.738037
	Iteration 35Q: 3 clusters Score -2776833 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2776859.000000 Penalty: 3213.738037
	Iteration 36Q: 3 clusters Score -2776859 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2776865.250000 Penalty: 3213.738037
	Iteration 37Q: 3 clusters Score -2776865 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2776873.500000 Penalty: 3213.738037
	Iteration 38Q: 3 clusters Score -2776874 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2776900.000000 Penalty: 3213.738037
	Iteration 39Q: 3 clusters Score -2776900 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2776914.500000 Penalty: 3213.738037
	Iteration 40F: 3 clusters Score -2776914 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2776925.750000 Penalty: 3213.738037
	Iteration 41Q: 3 clusters Score -2776926 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2776938.000000 Penalty: 3213.738037
	Iteration 42Q: 3 clusters Score -2776938 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2776950.750000 Penalty: 3213.738037
	Iteration 43Q: 3 clusters Score -2776951 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2776964.250000 Penalty: 3213.738037
	Iteration 44Q: 3 clusters Score -2776964 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2776976.750000 Penalty: 3213.738037
	Iteration 45Q: 3 clusters Score -2776977 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2776991.750000 Penalty: 3213.738037
	Iteration 46Q: 3 clusters Score -2776992 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2777009.000000 Penalty: 3213.738037
	Iteration 47Q: 3 clusters Score -2777009 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2777008.500000 Penalty: 3213.738037
	Iteration 48Q: 3 clusters Score -2777008 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2777016.750000 Penalty: 3213.738037
	Iteration 49Q: 3 clusters Score -2777017 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2777031.250000 Penalty: 3213.738037
	Iteration 50Q: 3 clusters Score -2777031 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2777044.250000 Penalty: 3213.738037
	Iteration 51Q: 3 clusters Score -2777044 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2777038.000000 Penalty: 3213.738037
	Iteration 52Q: 3 clusters Score -2777038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2777050.250000 Penalty: 3213.738037
	Iteration 53Q: 3 clusters Score -2777050 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2777044.000000 Penalty: 3213.738037
	Iteration 54Q: 3 clusters Score -2777044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2777046.750000 Penalty: 3213.738037
	Iteration 55Q: 3 clusters Score -2777047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2777052.750000 Penalty: 3213.738037
	Iteration 56Q: 3 clusters Score -2777053 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2777042.750000 Penalty: 3213.738037
	Iteration 57Q: 3 clusters Score -2777043 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2777049.500000 Penalty: 3213.738037
	Iteration 58Q: 3 clusters Score -2777050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2777050.250000 Penalty: 3213.738037
	Iteration 59Q: 3 clusters Score -2777050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2777056.750000 Penalty: 3213.738037
	Iteration 60F: 3 clusters Score -2777057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2777063.750000 Penalty: 3213.738037
	Iteration 61Q: 3 clusters Score -2777064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2777064.250000 Penalty: 3213.738037
	Iteration 62Q: 3 clusters Score -2777064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2777071.500000 Penalty: 3213.738037
	Iteration 63Q: 3 clusters Score -2777072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2777069.000000 Penalty: 3213.738037
	Iteration 64Q: 3 clusters Score -2777069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2777068.250000 Penalty: 3213.738037
	Iteration 65Q: 3 clusters Score -2777068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2777067.750000 Penalty: 3213.738037
	Iteration 66Q: 3 clusters Score -2777068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2777060.500000 Penalty: 3213.738037
	Iteration 67Q: 3 clusters Score -2777060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2777062.000000 Penalty: 3213.738037
	Iteration 68Q: 3 clusters Score -2777062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2777061.250000 Penalty: 3213.738037
	Iteration 69Q: 3 clusters Score -2777061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2777063.750000 Penalty: 3213.738037
	Iteration 70Q: 3 clusters Score -2777064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2777066.250000 Penalty: 3213.738037
	Iteration 71Q: 3 clusters Score -2777066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2777064.500000 Penalty: 3213.738037
	Iteration 72Q: 3 clusters Score -2777064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2777065.500000 Penalty: 3213.738037
	Iteration 73Q: 3 clusters Score -2777066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2777065.250000 Penalty: 3213.738037
	Iteration 74Q: 3 clusters Score -2777065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2777064.250000 Penalty: 3213.738037
	Iteration 75Q: 3 clusters Score -2777064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2777064.000000 Penalty: 3213.738037
	Iteration 76Q: 3 clusters Score -2777064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2777064.750000 Penalty: 3213.738037
	Iteration 77Q: 3 clusters Score -2777065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2777062.750000 Penalty: 3213.738037
	Iteration 78Q: 3 clusters Score -2777063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2777062.750000 Penalty: 3213.738037
	Iteration 79Q: 3 clusters Score -2777063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2777060.250000 Penalty: 3213.738037
	Iteration 80F: 3 clusters Score -2777060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2777063.250000 Penalty: 3213.738037
	Iteration 81Q: 3 clusters Score -2777063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2777068.000000 Penalty: 3213.738037
	Iteration 82Q: 3 clusters Score -2777068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2777067.250000 Penalty: 3213.738037
	Iteration 83Q: 3 clusters Score -2777067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2777073.250000 Penalty: 3213.738037
	Iteration 84Q: 3 clusters Score -2777073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2777069.000000 Penalty: 3213.738037
	Iteration 85Q: 3 clusters Score -2777069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2777072.750000 Penalty: 3213.738037
	Iteration 86Q: 3 clusters Score -2777073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2777072.500000 Penalty: 3213.738037
	Iteration 87Q: 3 clusters Score -2777072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2777071.750000 Penalty: 3213.738037
	Iteration 88Q: 3 clusters Score -2777072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2777070.500000 Penalty: 3213.738037
	Iteration 89Q: 3 clusters Score -2777070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2777066.500000 Penalty: 3213.738037
	Iteration 90Q: 3 clusters Score -2777066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2777070.000000 Penalty: 3213.738037
	Iteration 91Q: 3 clusters Score -2777070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2777070.750000 Penalty: 3213.738037
	Iteration 92Q: 3 clusters Score -2777071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2777069.500000 Penalty: 3213.738037
	Iteration 93Q: 3 clusters Score -2777070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2777075.250000 Penalty: 3213.738037
	Iteration 94Q: 3 clusters Score -2777075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2777073.250000 Penalty: 3213.738037
	Iteration 95Q: 3 clusters Score -2777073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2777072.000000 Penalty: 3213.738037
	Iteration 96Q: 3 clusters Score -2777072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2777074.250000 Penalty: 3213.738037
	Iteration 97Q: 3 clusters Score -2777074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2777071.000000 Penalty: 3213.738037
	Iteration 98Q: 3 clusters Score -2777071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2777075.500000 Penalty: 3213.738037
	Iteration 99Q: 3 clusters Score -2777076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2777079.000000 Penalty: 3213.738037
	Iteration 100F: 3 clusters Score -2777079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2777079.750000 Penalty: 3213.738037
	Iteration 101Q: 3 clusters Score -2777080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2777078.000000 Penalty: 3213.738037
	Iteration 102Q: 3 clusters Score -2777078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2777080.000000 Penalty: 3213.738037
	Iteration 103Q: 3 clusters Score -2777080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2777077.250000 Penalty: 3213.738037
	Iteration 104Q: 3 clusters Score -2777077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2777072.750000 Penalty: 3213.738037
	Iteration 105Q: 3 clusters Score -2777073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2777073.250000 Penalty: 3213.738037
	Iteration 106Q: 3 clusters Score -2777073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2777073.000000 Penalty: 3213.738037
	Iteration 107Q: 3 clusters Score -2777073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2777074.750000 Penalty: 3213.738037
	Iteration 108Q: 3 clusters Score -2777075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2777077.750000 Penalty: 3213.738037
	Iteration 109Q: 3 clusters Score -2777078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2777077.000000 Penalty: 3213.738037
	Iteration 110Q: 3 clusters Score -2777077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2777075.000000 Penalty: 3213.738037
	Iteration 111Q: 3 clusters Score -2777075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2777080.750000 Penalty: 3213.738037
	Iteration 112Q: 3 clusters Score -2777081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2777079.000000 Penalty: 3213.738037
	Iteration 113Q: 3 clusters Score -2777079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2777075.750000 Penalty: 3213.738037
	Iteration 114Q: 3 clusters Score -2777076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2777076.500000 Penalty: 3213.738037
	Iteration 115Q: 3 clusters Score -2777076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2777075.500000 Penalty: 3213.738037
	Iteration 116Q: 3 clusters Score -2777076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2777074.500000 Penalty: 3213.738037
	Iteration 117Q: 3 clusters Score -2777074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2777074.000000 Penalty: 3213.738037
	Iteration 118Q: 3 clusters Score -2777074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2777076.750000 Penalty: 3213.738037
	Iteration 119Q: 3 clusters Score -2777077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2777076.750000 Penalty: 3213.738037
	Iteration 120F: 3 clusters Score -2777077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10444 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31434 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 7786 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 21553 members 
Mstep: Class 18 contains 1388 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4962 members 
Mstep: Class 22 contains 1988 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10947 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9412 members 
Mstep: Class 29 contains 14698 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 12889 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6606 members 
Mstep: Class 37 contains 9606 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28968 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 15022 members 
Mstep: Class 46 contains 14296 members 
Mstep: Class 47 contains 3695 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 19599 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13283 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6696 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13015 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 17111 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 13210 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 25238 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Mstep: Class 86 contains 6491 members 
Entering Unmasked Estep 
Score: -85934752.000000 Penalty: 185964.312500
Splitting cluster 74 changes total score from -85935336.000000 to -85934752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -148670.328125 Penalty: 1147.884399
	Iteration 0F: 2 clusters Score -148670.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -147158.375000 Penalty: 2295.768799
	Iteration 0F: 3 clusters Score -147158.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -147558.250000 Penalty: 2295.768799
	Iteration 1F: 3 clusters Score -147558.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -147683.078125 Penalty: 2295.768799
	Iteration 2F: 3 clusters Score -147683.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -147755.859375 Penalty: 2295.768799
	Iteration 3F: 3 clusters Score -147755.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -147843.937500 Penalty: 2295.768799
	Iteration 4Q: 3 clusters Score -147843.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -147946.921875 Penalty: 2295.768799
	Iteration 5F: 3 clusters Score -147946.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -148045.093750 Penalty: 2295.768799
	Iteration 6Q: 3 clusters Score -148045.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -148152.968750 Penalty: 2295.768799
	Iteration 7Q: 3 clusters Score -148153 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -148215.500000 Penalty: 2295.768799
	Iteration 8Q: 3 clusters Score -148215.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -148279.031250 Penalty: 2295.768799
	Iteration 9Q: 3 clusters Score -148279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -148337.281250 Penalty: 2295.768799
	Iteration 10Q: 3 clusters Score -148337.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -148403.640625 Penalty: 2295.768799
	Iteration 11Q: 3 clusters Score -148403.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -148464.359375 Penalty: 2295.768799
	Iteration 12Q: 3 clusters Score -148464.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -148494.781250 Penalty: 2295.768799
	Iteration 13Q: 3 clusters Score -148494.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -148532.703125 Penalty: 2295.768799
	Iteration 14Q: 3 clusters Score -148532.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -148576.765625 Penalty: 2295.768799
	Iteration 15Q: 3 clusters Score -148576.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -148616.578125 Penalty: 2295.768799
	Iteration 16Q: 3 clusters Score -148616.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -148653.453125 Penalty: 2295.768799
	Iteration 17Q: 3 clusters Score -148653.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -148684.218750 Penalty: 2295.768799
	Iteration 18Q: 3 clusters Score -148684.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -148700.812500 Penalty: 2295.768799
	Iteration 19Q: 3 clusters Score -148700.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -148709.218750 Penalty: 2295.768799
	Iteration 20F: 3 clusters Score -148709.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -148712.437500 Penalty: 2295.768799
	Iteration 21Q: 3 clusters Score -148712.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -148713.265625 Penalty: 2295.768799
	Iteration 22Q: 3 clusters Score -148713.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -148713.265625 Penalty: 2295.768799
	Iteration 23F: 3 clusters Score -148713.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10444 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31434 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 7786 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 21553 members 
Mstep: Class 18 contains 1388 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4962 members 
Mstep: Class 22 contains 1988 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10947 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9412 members 
Mstep: Class 29 contains 14698 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 12889 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6606 members 
Mstep: Class 37 contains 9606 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28968 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 15022 members 
Mstep: Class 46 contains 14296 members 
Mstep: Class 47 contains 3695 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 19599 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13283 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6696 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13015 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 17111 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19701 members 
Mstep: Class 75 contains 708 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 25238 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Mstep: Class 86 contains 461 members 
Entering Unmasked Estep 
Score: -85934320.000000 Penalty: 185964.312500
Splitting cluster 75 changes total score from -85935336.000000 to -85934320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (16386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Entering Unmasked Estep 
Score: -2514511.000000 Penalty: 1576.929688
	Iteration 0F: 2 clusters Score -2514511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2503795.000000 Penalty: 3153.859375
	Iteration 0F: 3 clusters Score -2503795 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2507604.750000 Penalty: 3153.859375
	Iteration 1F: 3 clusters Score -2507605 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2507881.000000 Penalty: 3153.859375
	Iteration 2Q: 3 clusters Score -2507881 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2508140.250000 Penalty: 3153.859375
	Iteration 3Q: 3 clusters Score -2508140 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2508422.750000 Penalty: 3153.859375
	Iteration 4Q: 3 clusters Score -2508423 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2508784.250000 Penalty: 3153.859375
	Iteration 5Q: 3 clusters Score -2508784 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2509185.500000 Penalty: 3153.859375
	Iteration 6F: 3 clusters Score -2509186 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2509676.500000 Penalty: 3153.859375
	Iteration 7F: 3 clusters Score -2509676 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2510220.750000 Penalty: 3153.859375
	Iteration 8F: 3 clusters Score -2510221 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2510685.250000 Penalty: 3153.859375
	Iteration 9F: 3 clusters Score -2510685 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2511099.750000 Penalty: 3153.859375
	Iteration 10Q: 3 clusters Score -2511100 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2511419.250000 Penalty: 3153.859375
	Iteration 11Q: 3 clusters Score -2511419 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2511733.250000 Penalty: 3153.859375
	Iteration 12Q: 3 clusters Score -2511733 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2511983.250000 Penalty: 3153.859375
	Iteration 13Q: 3 clusters Score -2511983 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2512180.250000 Penalty: 3153.859375
	Iteration 14Q: 3 clusters Score -2512180 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2512330.750000 Penalty: 3153.859375
	Iteration 15Q: 3 clusters Score -2512331 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2512429.250000 Penalty: 3153.859375
	Iteration 16Q: 3 clusters Score -2512429 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2512516.250000 Penalty: 3153.859375
	Iteration 17Q: 3 clusters Score -2512516 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2512577.000000 Penalty: 3153.859375
	Iteration 18Q: 3 clusters Score -2512577 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2512640.250000 Penalty: 3153.859375
	Iteration 19Q: 3 clusters Score -2512640 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2512683.000000 Penalty: 3153.859375
	Iteration 20F: 3 clusters Score -2512683 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2512723.250000 Penalty: 3153.859375
	Iteration 21Q: 3 clusters Score -2512723 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2512770.000000 Penalty: 3153.859375
	Iteration 22Q: 3 clusters Score -2512770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2512791.750000 Penalty: 3153.859375
	Iteration 23Q: 3 clusters Score -2512792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2512807.500000 Penalty: 3153.859375
	Iteration 24Q: 3 clusters Score -2512808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2512827.500000 Penalty: 3153.859375
	Iteration 25Q: 3 clusters Score -2512828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2512840.500000 Penalty: 3153.859375
	Iteration 26Q: 3 clusters Score -2512840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2512863.750000 Penalty: 3153.859375
	Iteration 27Q: 3 clusters Score -2512864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2512876.250000 Penalty: 3153.859375
	Iteration 28Q: 3 clusters Score -2512876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2512890.500000 Penalty: 3153.859375
	Iteration 29Q: 3 clusters Score -2512890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2512897.250000 Penalty: 3153.859375
	Iteration 30Q: 3 clusters Score -2512897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2512907.750000 Penalty: 3153.859375
	Iteration 31Q: 3 clusters Score -2512908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2512911.750000 Penalty: 3153.859375
	Iteration 32Q: 3 clusters Score -2512912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2512925.250000 Penalty: 3153.859375
	Iteration 33Q: 3 clusters Score -2512925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2512934.750000 Penalty: 3153.859375
	Iteration 34Q: 3 clusters Score -2512935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2512943.500000 Penalty: 3153.859375
	Iteration 35Q: 3 clusters Score -2512944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2512954.250000 Penalty: 3153.859375
	Iteration 36Q: 3 clusters Score -2512954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2512961.250000 Penalty: 3153.859375
	Iteration 37Q: 3 clusters Score -2512961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2512966.500000 Penalty: 3153.859375
	Iteration 38Q: 3 clusters Score -2512966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2512973.250000 Penalty: 3153.859375
	Iteration 39Q: 3 clusters Score -2512973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2512978.750000 Penalty: 3153.859375
	Iteration 40F: 3 clusters Score -2512979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2512985.250000 Penalty: 3153.859375
	Iteration 41Q: 3 clusters Score -2512985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2513000.000000 Penalty: 3153.859375
	Iteration 42Q: 3 clusters Score -2513000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2513011.750000 Penalty: 3153.859375
	Iteration 43Q: 3 clusters Score -2513012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2513011.000000 Penalty: 3153.859375
	Iteration 44Q: 3 clusters Score -2513011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2513013.250000 Penalty: 3153.859375
	Iteration 45Q: 3 clusters Score -2513013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2513018.500000 Penalty: 3153.859375
	Iteration 46Q: 3 clusters Score -2513018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2513020.750000 Penalty: 3153.859375
	Iteration 47Q: 3 clusters Score -2513021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2513022.250000 Penalty: 3153.859375
	Iteration 48Q: 3 clusters Score -2513022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2513024.000000 Penalty: 3153.859375
	Iteration 49Q: 3 clusters Score -2513024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2513028.250000 Penalty: 3153.859375
	Iteration 50Q: 3 clusters Score -2513028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2513028.250000 Penalty: 3153.859375
	Iteration 51F: 3 clusters Score -2513028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (12014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Entering Unmasked Estep 
Score: -1846316.375000 Penalty: 1526.496948
	Iteration 0F: 2 clusters Score -1846316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1837954.375000 Penalty: 3052.993896
	Iteration 0F: 3 clusters Score -1837954 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1840826.125000 Penalty: 3052.993896
	Iteration 1F: 3 clusters Score -1840826 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1841097.375000 Penalty: 3052.993896
	Iteration 2F: 3 clusters Score -1841097 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1841341.750000 Penalty: 3052.993896
	Iteration 3F: 3 clusters Score -1841342 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1841566.750000 Penalty: 3052.993896
	Iteration 4Q: 3 clusters Score -1841567 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1841847.750000 Penalty: 3052.993896
	Iteration 5Q: 3 clusters Score -1841848 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1842201.000000 Penalty: 3052.993896
	Iteration 6Q: 3 clusters Score -1842201 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1842676.250000 Penalty: 3052.993896
	Iteration 7F: 3 clusters Score -1842676 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1843292.125000 Penalty: 3052.993896
	Iteration 8F: 3 clusters Score -1843292 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1843925.000000 Penalty: 3052.993896
	Iteration 9F: 3 clusters Score -1843925 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1844398.750000 Penalty: 3052.993896
	Iteration 10Q: 3 clusters Score -1844399 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1844662.250000 Penalty: 3052.993896
	Iteration 11Q: 3 clusters Score -1844662 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1844806.250000 Penalty: 3052.993896
	Iteration 12Q: 3 clusters Score -1844806 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1844864.875000 Penalty: 3052.993896
	Iteration 13Q: 3 clusters Score -1844865 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1844901.875000 Penalty: 3052.993896
	Iteration 14Q: 3 clusters Score -1844902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1844924.250000 Penalty: 3052.993896
	Iteration 15Q: 3 clusters Score -1844924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1844940.000000 Penalty: 3052.993896
	Iteration 16Q: 3 clusters Score -1844940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1844947.500000 Penalty: 3052.993896
	Iteration 17Q: 3 clusters Score -1844948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1844959.250000 Penalty: 3052.993896
	Iteration 18Q: 3 clusters Score -1844959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1844964.500000 Penalty: 3052.993896
	Iteration 19Q: 3 clusters Score -1844964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1844972.000000 Penalty: 3052.993896
	Iteration 20F: 3 clusters Score -1844972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1844984.750000 Penalty: 3052.993896
	Iteration 21Q: 3 clusters Score -1844985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1844995.125000 Penalty: 3052.993896
	Iteration 22Q: 3 clusters Score -1844995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1844999.750000 Penalty: 3052.993896
	Iteration 23Q: 3 clusters Score -1845000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1845008.000000 Penalty: 3052.993896
	Iteration 24Q: 3 clusters Score -1845008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1845010.125000 Penalty: 3052.993896
	Iteration 25Q: 3 clusters Score -1845010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1845010.125000 Penalty: 3052.993896
	Iteration 26F: 3 clusters Score -1845010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (3780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Entering Unmasked Estep 
Score: -548783.250000 Penalty: 1338.590332
	Iteration 0F: 2 clusters Score -548783.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -545576.875000 Penalty: 2677.180664
	Iteration 0F: 3 clusters Score -545576.9 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -546481.187500 Penalty: 2677.180664
	Iteration 1F: 3 clusters Score -546481.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -546670.500000 Penalty: 2677.180664
	Iteration 2F: 3 clusters Score -546670.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -546777.250000 Penalty: 2677.180664
	Iteration 3F: 3 clusters Score -546777.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -546845.062500 Penalty: 2677.180664
	Iteration 4Q: 3 clusters Score -546845.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -546900.812500 Penalty: 2677.180664
	Iteration 5Q: 3 clusters Score -546900.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -546948.000000 Penalty: 2677.180664
	Iteration 6Q: 3 clusters Score -546948 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -547002.125000 Penalty: 2677.180664
	Iteration 7Q: 3 clusters Score -547002.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -547048.937500 Penalty: 2677.180664
	Iteration 8Q: 3 clusters Score -547048.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -547103.875000 Penalty: 2677.180664
	Iteration 9Q: 3 clusters Score -547103.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -547157.937500 Penalty: 2677.180664
	Iteration 10Q: 3 clusters Score -547157.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -547218.250000 Penalty: 2677.180664
	Iteration 11Q: 3 clusters Score -547218.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -547278.625000 Penalty: 2677.180664
	Iteration 12Q: 3 clusters Score -547278.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -547345.750000 Penalty: 2677.180664
	Iteration 13Q: 3 clusters Score -547345.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -547416.250000 Penalty: 2677.180664
	Iteration 14Q: 3 clusters Score -547416.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -547477.500000 Penalty: 2677.180664
	Iteration 15Q: 3 clusters Score -547477.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -547527.375000 Penalty: 2677.180664
	Iteration 16Q: 3 clusters Score -547527.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -547568.250000 Penalty: 2677.180664
	Iteration 17Q: 3 clusters Score -547568.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -547603.687500 Penalty: 2677.180664
	Iteration 18Q: 3 clusters Score -547603.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -547626.750000 Penalty: 2677.180664
	Iteration 19Q: 3 clusters Score -547626.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -547646.187500 Penalty: 2677.180664
	Iteration 20F: 3 clusters Score -547646.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -547662.062500 Penalty: 2677.180664
	Iteration 21Q: 3 clusters Score -547662.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -547670.312500 Penalty: 2677.180664
	Iteration 22Q: 3 clusters Score -547670.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -547674.937500 Penalty: 2677.180664
	Iteration 23Q: 3 clusters Score -547674.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -547680.875000 Penalty: 2677.180664
	Iteration 24Q: 3 clusters Score -547680.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -547683.625000 Penalty: 2677.180664
	Iteration 25Q: 3 clusters Score -547683.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -547687.625000 Penalty: 2677.180664
	Iteration 26Q: 3 clusters Score -547687.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -547688.875000 Penalty: 2677.180664
	Iteration 27Q: 3 clusters Score -547688.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -547694.562500 Penalty: 2677.180664
	Iteration 28Q: 3 clusters Score -547694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -547700.437500 Penalty: 2677.180664
	Iteration 29Q: 3 clusters Score -547700.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -547701.437500 Penalty: 2677.180664
	Iteration 30Q: 3 clusters Score -547701.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -547704.687500 Penalty: 2677.180664
	Iteration 31Q: 3 clusters Score -547704.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -547708.812500 Penalty: 2677.180664
	Iteration 32Q: 3 clusters Score -547708.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -547713.437500 Penalty: 2677.180664
	Iteration 33Q: 3 clusters Score -547713.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -547720.812500 Penalty: 2677.180664
	Iteration 34Q: 3 clusters Score -547720.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -547726.437500 Penalty: 2677.180664
	Iteration 35Q: 3 clusters Score -547726.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -547729.937500 Penalty: 2677.180664
	Iteration 36Q: 3 clusters Score -547729.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -547737.875000 Penalty: 2677.180664
	Iteration 37Q: 3 clusters Score -547737.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -547744.062500 Penalty: 2677.180664
	Iteration 38Q: 3 clusters Score -547744.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -547749.125000 Penalty: 2677.180664
	Iteration 39Q: 3 clusters Score -547749.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -547750.750000 Penalty: 2677.180664
	Iteration 40F: 3 clusters Score -547750.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -547752.812500 Penalty: 2677.180664
	Iteration 41Q: 3 clusters Score -547752.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -547752.812500 Penalty: 2677.180664
	Iteration 42F: 3 clusters Score -547752.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -147089.312500 Penalty: 1122.184937
	Iteration 0F: 2 clusters Score -147089.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -145641.687500 Penalty: 2244.369873
	Iteration 0F: 3 clusters Score -145641.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -145900.250000 Penalty: 2244.369873
	Iteration 1F: 3 clusters Score -145900.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -145971.890625 Penalty: 2244.369873
	Iteration 2F: 3 clusters Score -145971.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -146017.046875 Penalty: 2244.369873
	Iteration 3Q: 3 clusters Score -146017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -146040.187500 Penalty: 2244.369873
	Iteration 4Q: 3 clusters Score -146040.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -146053.937500 Penalty: 2244.369873
	Iteration 5Q: 3 clusters Score -146053.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -146065.796875 Penalty: 2244.369873
	Iteration 6Q: 3 clusters Score -146065.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -146074.734375 Penalty: 2244.369873
	Iteration 7Q: 3 clusters Score -146074.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -146078.718750 Penalty: 2244.369873
	Iteration 8Q: 3 clusters Score -146078.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -146079.546875 Penalty: 2244.369873
	Iteration 9Q: 3 clusters Score -146079.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -146081.437500 Penalty: 2244.369873
	Iteration 10Q: 3 clusters Score -146081.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -146084.250000 Penalty: 2244.369873
	Iteration 11Q: 3 clusters Score -146084.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -146084.515625 Penalty: 2244.369873
	Iteration 12Q: 3 clusters Score -146084.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -146084.515625 Penalty: 2244.369873
	Iteration 13F: 3 clusters Score -146084.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (1136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Entering Unmasked Estep 
Score: -138994.062500 Penalty: 1143.231201
	Iteration 0F: 2 clusters Score -138994.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -137479.375000 Penalty: 2286.462402
	Iteration 0F: 3 clusters Score -137479.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -137838.843750 Penalty: 2286.462402
	Iteration 1F: 3 clusters Score -137838.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -137944.328125 Penalty: 2286.462402
	Iteration 2F: 3 clusters Score -137944.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -137993.796875 Penalty: 2286.462402
	Iteration 3Q: 3 clusters Score -137993.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -138021.406250 Penalty: 2286.462402
	Iteration 4Q: 3 clusters Score -138021.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -138046.218750 Penalty: 2286.462402
	Iteration 5Q: 3 clusters Score -138046.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -138070.218750 Penalty: 2286.462402
	Iteration 6Q: 3 clusters Score -138070.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -138087.734375 Penalty: 2286.462402
	Iteration 7Q: 3 clusters Score -138087.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -138102.937500 Penalty: 2286.462402
	Iteration 8Q: 3 clusters Score -138102.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -138116.000000 Penalty: 2286.462402
	Iteration 9Q: 3 clusters Score -138116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -138121.359375 Penalty: 2286.462402
	Iteration 10Q: 3 clusters Score -138121.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -138124.609375 Penalty: 2286.462402
	Iteration 11Q: 3 clusters Score -138124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -138125.875000 Penalty: 2286.462402
	Iteration 12Q: 3 clusters Score -138125.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -138128.281250 Penalty: 2286.462402
	Iteration 13Q: 3 clusters Score -138128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -138128.828125 Penalty: 2286.462402
	Iteration 14Q: 3 clusters Score -138128.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -138129.171875 Penalty: 2286.462402
	Iteration 15Q: 3 clusters Score -138129.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -138129.171875 Penalty: 2286.462402
	Iteration 16F: 3 clusters Score -138129.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (4117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Entering Unmasked Estep 
Score: -625917.125000 Penalty: 1352.468018
	Iteration 0F: 2 clusters Score -625917.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -622465.250000 Penalty: 2704.936035
	Iteration 0F: 3 clusters Score -622465.2 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -623349.437500 Penalty: 2704.936035
	Iteration 1F: 3 clusters Score -623349.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -623523.937500 Penalty: 2704.936035
	Iteration 2F: 3 clusters Score -623523.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -623670.125000 Penalty: 2704.936035
	Iteration 3F: 3 clusters Score -623670.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -623773.437500 Penalty: 2704.936035
	Iteration 4F: 3 clusters Score -623773.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -623850.250000 Penalty: 2704.936035
	Iteration 5Q: 3 clusters Score -623850.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -623913.250000 Penalty: 2704.936035
	Iteration 6Q: 3 clusters Score -623913.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -623985.437500 Penalty: 2704.936035
	Iteration 7Q: 3 clusters Score -623985.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -624063.375000 Penalty: 2704.936035
	Iteration 8Q: 3 clusters Score -624063.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -624143.125000 Penalty: 2704.936035
	Iteration 9Q: 3 clusters Score -624143.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -624204.750000 Penalty: 2704.936035
	Iteration 10Q: 3 clusters Score -624204.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -624266.625000 Penalty: 2704.936035
	Iteration 11Q: 3 clusters Score -624266.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -624331.437500 Penalty: 2704.936035
	Iteration 12Q: 3 clusters Score -624331.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -624388.125000 Penalty: 2704.936035
	Iteration 13Q: 3 clusters Score -624388.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -624435.312500 Penalty: 2704.936035
	Iteration 14Q: 3 clusters Score -624435.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -624482.125000 Penalty: 2704.936035
	Iteration 15Q: 3 clusters Score -624482.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -624519.312500 Penalty: 2704.936035
	Iteration 16Q: 3 clusters Score -624519.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -624562.562500 Penalty: 2704.936035
	Iteration 17Q: 3 clusters Score -624562.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -624601.937500 Penalty: 2704.936035
	Iteration 18Q: 3 clusters Score -624601.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -624627.687500 Penalty: 2704.936035
	Iteration 19Q: 3 clusters Score -624627.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -624648.062500 Penalty: 2704.936035
	Iteration 20F: 3 clusters Score -624648.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -624659.062500 Penalty: 2704.936035
	Iteration 21Q: 3 clusters Score -624659.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -624667.375000 Penalty: 2704.936035
	Iteration 22Q: 3 clusters Score -624667.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -624670.562500 Penalty: 2704.936035
	Iteration 23Q: 3 clusters Score -624670.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -624670.937500 Penalty: 2704.936035
	Iteration 24Q: 3 clusters Score -624670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -624672.875000 Penalty: 2704.936035
	Iteration 25Q: 3 clusters Score -624672.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -624675.875000 Penalty: 2704.936035
	Iteration 26Q: 3 clusters Score -624675.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -624677.500000 Penalty: 2704.936035
	Iteration 27Q: 3 clusters Score -624677.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -624678.375000 Penalty: 2704.936035
	Iteration 28Q: 3 clusters Score -624678.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -624678.937500 Penalty: 2704.936035
	Iteration 29Q: 3 clusters Score -624678.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -624678.937500 Penalty: 2704.936035
	Iteration 30F: 3 clusters Score -624678.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -216106.359375 Penalty: 1203.491699
	Iteration 0F: 2 clusters Score -216106.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -214260.281250 Penalty: 2406.983398
	Iteration 0F: 3 clusters Score -214260.3 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -214777.031250 Penalty: 2406.983398
	Iteration 1F: 3 clusters Score -214777 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -214952.218750 Penalty: 2406.983398
	Iteration 2F: 3 clusters Score -214952.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -215065.718750 Penalty: 2406.983398
	Iteration 3F: 3 clusters Score -215065.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -215175.062500 Penalty: 2406.983398
	Iteration 4F: 3 clusters Score -215175.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -215258.171875 Penalty: 2406.983398
	Iteration 5Q: 3 clusters Score -215258.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -215357.109375 Penalty: 2406.983398
	Iteration 6Q: 3 clusters Score -215357.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -215443.312500 Penalty: 2406.983398
	Iteration 7Q: 3 clusters Score -215443.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -215540.140625 Penalty: 2406.983398
	Iteration 8Q: 3 clusters Score -215540.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -215637.421875 Penalty: 2406.983398
	Iteration 9Q: 3 clusters Score -215637.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -215728.500000 Penalty: 2406.983398
	Iteration 10Q: 3 clusters Score -215728.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -215805.593750 Penalty: 2406.983398
	Iteration 11Q: 3 clusters Score -215805.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -215834.390625 Penalty: 2406.983398
	Iteration 12Q: 3 clusters Score -215834.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -215844.062500 Penalty: 2406.983398
	Iteration 13Q: 3 clusters Score -215844.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -215850.859375 Penalty: 2406.983398
	Iteration 14Q: 3 clusters Score -215850.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -215853.375000 Penalty: 2406.983398
	Iteration 15Q: 3 clusters Score -215853.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -215855.218750 Penalty: 2406.983398
	Iteration 16Q: 3 clusters Score -215855.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -215855.218750 Penalty: 2406.983398
	Iteration 17F: 3 clusters Score -215855.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (25238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Entering Unmasked Estep 
Score: -3833765.000000 Penalty: 1647.117310
	Iteration 0F: 2 clusters Score -3833765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -3818841.500000 Penalty: 3294.234619
	Iteration 0F: 3 clusters Score -3818842 nChanged 11520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3825175.750000 Penalty: 3294.234619
	Iteration 1F: 3 clusters Score -3825176 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -3825848.750000 Penalty: 3294.234619
	Iteration 2F: 3 clusters Score -3825849 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -3826777.750000 Penalty: 3294.234619
	Iteration 3F: 3 clusters Score -3826778 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3828085.000000 Penalty: 3294.234619
	Iteration 4F: 3 clusters Score -3828085 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -3829664.750000 Penalty: 3294.234619
	Iteration 5F: 3 clusters Score -3829665 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -3831169.500000 Penalty: 3294.234619
	Iteration 6F: 3 clusters Score -3831170 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -3832145.500000 Penalty: 3294.234619
	Iteration 7F: 3 clusters Score -3832146 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3832642.500000 Penalty: 3294.234619
	Iteration 8Q: 3 clusters Score -3832642 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -3832867.500000 Penalty: 3294.234619
	Iteration 9Q: 3 clusters Score -3832868 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -3832999.750000 Penalty: 3294.234619
	Iteration 10Q: 3 clusters Score -3833000 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3833028.000000 Penalty: 3294.234619
	Iteration 11Q: 3 clusters Score -3833028 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -3833034.000000 Penalty: 3294.234619
	Iteration 12Q: 3 clusters Score -3833034 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -3833030.250000 Penalty: 3294.234619
	Iteration 13Q: 3 clusters Score -3833030 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3833017.500000 Penalty: 3294.234619
	Iteration 14Q: 3 clusters Score -3833018 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -3833011.500000 Penalty: 3294.234619
	Iteration 15Q: 3 clusters Score -3833012 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3833020.250000 Penalty: 3294.234619
	Iteration 16Q: 3 clusters Score -3833020 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -3833019.250000 Penalty: 3294.234619
	Iteration 17Q: 3 clusters Score -3833019 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3833003.000000 Penalty: 3294.234619
	Iteration 18Q: 3 clusters Score -3833003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3833010.750000 Penalty: 3294.234619
	Iteration 19Q: 3 clusters Score -3833011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -3833009.750000 Penalty: 3294.234619
	Iteration 20F: 3 clusters Score -3833010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -3833015.750000 Penalty: 3294.234619
	Iteration 21Q: 3 clusters Score -3833016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -3833013.000000 Penalty: 3294.234619
	Iteration 22Q: 3 clusters Score -3833013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -3833000.750000 Penalty: 3294.234619
	Iteration 23Q: 3 clusters Score -3833001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3833000.500000 Penalty: 3294.234619
	Iteration 24Q: 3 clusters Score -3833000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -3832993.000000 Penalty: 3294.234619
	Iteration 25Q: 3 clusters Score -3832993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -3832998.250000 Penalty: 3294.234619
	Iteration 26Q: 3 clusters Score -3832998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -3832991.750000 Penalty: 3294.234619
	Iteration 27Q: 3 clusters Score -3832992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -3832996.000000 Penalty: 3294.234619
	Iteration 28Q: 3 clusters Score -3832996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -3832998.750000 Penalty: 3294.234619
	Iteration 29Q: 3 clusters Score -3832999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3832998.000000 Penalty: 3294.234619
	Iteration 30Q: 3 clusters Score -3832998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3832999.000000 Penalty: 3294.234619
	Iteration 31Q: 3 clusters Score -3832999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -3832996.750000 Penalty: 3294.234619
	Iteration 32Q: 3 clusters Score -3832997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -3832993.000000 Penalty: 3294.234619
	Iteration 33Q: 3 clusters Score -3832993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -3832990.000000 Penalty: 3294.234619
	Iteration 34Q: 3 clusters Score -3832990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3832992.750000 Penalty: 3294.234619
	Iteration 35Q: 3 clusters Score -3832993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3832993.250000 Penalty: 3294.234619
	Iteration 36Q: 3 clusters Score -3832993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -3832991.750000 Penalty: 3294.234619
	Iteration 37Q: 3 clusters Score -3832992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -3833000.000000 Penalty: 3294.234619
	Iteration 38Q: 3 clusters Score -3833000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -3833000.000000 Penalty: 3294.234619
	Iteration 39F: 3 clusters Score -3833000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (3730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Entering Unmasked Estep 
Score: -566143.625000 Penalty: 1336.426514
	Iteration 0F: 2 clusters Score -566143.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -563009.437500 Penalty: 2672.853027
	Iteration 0F: 3 clusters Score -563009.4 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -563835.062500 Penalty: 2672.853027
	Iteration 1F: 3 clusters Score -563835.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -563954.437500 Penalty: 2672.853027
	Iteration 2F: 3 clusters Score -563954.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -564034.500000 Penalty: 2672.853027
	Iteration 3Q: 3 clusters Score -564034.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -564091.875000 Penalty: 2672.853027
	Iteration 4Q: 3 clusters Score -564091.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -564131.937500 Penalty: 2672.853027
	Iteration 5Q: 3 clusters Score -564131.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -564170.500000 Penalty: 2672.853027
	Iteration 6Q: 3 clusters Score -564170.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -564214.937500 Penalty: 2672.853027
	Iteration 7Q: 3 clusters Score -564214.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -564247.812500 Penalty: 2672.853027
	Iteration 8Q: 3 clusters Score -564247.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -564275.000000 Penalty: 2672.853027
	Iteration 9Q: 3 clusters Score -564275 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -564300.687500 Penalty: 2672.853027
	Iteration 10Q: 3 clusters Score -564300.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -564335.125000 Penalty: 2672.853027
	Iteration 11Q: 3 clusters Score -564335.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -564366.500000 Penalty: 2672.853027
	Iteration 12Q: 3 clusters Score -564366.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -564398.125000 Penalty: 2672.853027
	Iteration 13Q: 3 clusters Score -564398.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -564429.812500 Penalty: 2672.853027
	Iteration 14Q: 3 clusters Score -564429.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -564458.187500 Penalty: 2672.853027
	Iteration 15Q: 3 clusters Score -564458.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -564486.437500 Penalty: 2672.853027
	Iteration 16Q: 3 clusters Score -564486.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -564509.625000 Penalty: 2672.853027
	Iteration 17Q: 3 clusters Score -564509.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -564535.625000 Penalty: 2672.853027
	Iteration 18Q: 3 clusters Score -564535.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -564563.187500 Penalty: 2672.853027
	Iteration 19Q: 3 clusters Score -564563.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -564594.000000 Penalty: 2672.853027
	Iteration 20F: 3 clusters Score -564594 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -564631.187500 Penalty: 2672.853027
	Iteration 21Q: 3 clusters Score -564631.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -564668.062500 Penalty: 2672.853027
	Iteration 22Q: 3 clusters Score -564668.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -564695.500000 Penalty: 2672.853027
	Iteration 23Q: 3 clusters Score -564695.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -564719.812500 Penalty: 2672.853027
	Iteration 24Q: 3 clusters Score -564719.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -564738.125000 Penalty: 2672.853027
	Iteration 25Q: 3 clusters Score -564738.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -564754.375000 Penalty: 2672.853027
	Iteration 26Q: 3 clusters Score -564754.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -564766.000000 Penalty: 2672.853027
	Iteration 27Q: 3 clusters Score -564766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -564774.187500 Penalty: 2672.853027
	Iteration 28Q: 3 clusters Score -564774.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -564781.000000 Penalty: 2672.853027
	Iteration 29Q: 3 clusters Score -564781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -564786.750000 Penalty: 2672.853027
	Iteration 30Q: 3 clusters Score -564786.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -564792.812500 Penalty: 2672.853027
	Iteration 31Q: 3 clusters Score -564792.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -564796.625000 Penalty: 2672.853027
	Iteration 32Q: 3 clusters Score -564796.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -564800.000000 Penalty: 2672.853027
	Iteration 33Q: 3 clusters Score -564800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -564803.937500 Penalty: 2672.853027
	Iteration 34Q: 3 clusters Score -564803.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -564810.375000 Penalty: 2672.853027
	Iteration 35Q: 3 clusters Score -564810.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -564816.375000 Penalty: 2672.853027
	Iteration 36Q: 3 clusters Score -564816.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -564823.000000 Penalty: 2672.853027
	Iteration 37Q: 3 clusters Score -564823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -564829.375000 Penalty: 2672.853027
	Iteration 38Q: 3 clusters Score -564829.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -564834.500000 Penalty: 2672.853027
	Iteration 39Q: 3 clusters Score -564834.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -564840.437500 Penalty: 2672.853027
	Iteration 40F: 3 clusters Score -564840.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -564851.062500 Penalty: 2672.853027
	Iteration 41Q: 3 clusters Score -564851.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -564863.375000 Penalty: 2672.853027
	Iteration 42Q: 3 clusters Score -564863.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -564874.437500 Penalty: 2672.853027
	Iteration 43Q: 3 clusters Score -564874.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -564886.625000 Penalty: 2672.853027
	Iteration 44Q: 3 clusters Score -564886.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -564890.562500 Penalty: 2672.853027
	Iteration 45Q: 3 clusters Score -564890.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -564893.062500 Penalty: 2672.853027
	Iteration 46Q: 3 clusters Score -564893.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -564896.062500 Penalty: 2672.853027
	Iteration 47Q: 3 clusters Score -564896.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -564897.250000 Penalty: 2672.853027
	Iteration 48Q: 3 clusters Score -564897.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -564897.187500 Penalty: 2672.853027
	Iteration 49Q: 3 clusters Score -564897.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -564898.187500 Penalty: 2672.853027
	Iteration 50Q: 3 clusters Score -564898.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -564898.937500 Penalty: 2672.853027
	Iteration 51Q: 3 clusters Score -564898.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -564900.375000 Penalty: 2672.853027
	Iteration 52Q: 3 clusters Score -564900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -564900.750000 Penalty: 2672.853027
	Iteration 53Q: 3 clusters Score -564900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -564901.625000 Penalty: 2672.853027
	Iteration 54Q: 3 clusters Score -564901.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -564902.187500 Penalty: 2672.853027
	Iteration 55Q: 3 clusters Score -564902.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -564903.062500 Penalty: 2672.853027
	Iteration 56Q: 3 clusters Score -564903.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -564903.062500 Penalty: 2672.853027
	Iteration 57F: 3 clusters Score -564903.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (19136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Entering Unmasked Estep 
Score: -2928771.000000 Penalty: 1602.140503
	Iteration 0F: 2 clusters Score -2928771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2916816.750000 Penalty: 3204.281006
	Iteration 0F: 3 clusters Score -2916817 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2921447.750000 Penalty: 3204.281006
	Iteration 1F: 3 clusters Score -2921448 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2921816.500000 Penalty: 3204.281006
	Iteration 2F: 3 clusters Score -2921816 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2922177.250000 Penalty: 3204.281006
	Iteration 3F: 3 clusters Score -2922177 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2922527.500000 Penalty: 3204.281006
	Iteration 4Q: 3 clusters Score -2922528 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2922915.000000 Penalty: 3204.281006
	Iteration 5Q: 3 clusters Score -2922915 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2923282.250000 Penalty: 3204.281006
	Iteration 6Q: 3 clusters Score -2923282 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2923648.250000 Penalty: 3204.281006
	Iteration 7Q: 3 clusters Score -2923648 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2923977.000000 Penalty: 3204.281006
	Iteration 8Q: 3 clusters Score -2923977 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2924324.750000 Penalty: 3204.281006
	Iteration 9Q: 3 clusters Score -2924325 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2924606.750000 Penalty: 3204.281006
	Iteration 10Q: 3 clusters Score -2924607 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2924822.750000 Penalty: 3204.281006
	Iteration 11Q: 3 clusters Score -2924823 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2924961.000000 Penalty: 3204.281006
	Iteration 12Q: 3 clusters Score -2924961 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2925030.750000 Penalty: 3204.281006
	Iteration 13Q: 3 clusters Score -2925031 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2925091.000000 Penalty: 3204.281006
	Iteration 14Q: 3 clusters Score -2925091 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2925160.250000 Penalty: 3204.281006
	Iteration 15Q: 3 clusters Score -2925160 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2925223.000000 Penalty: 3204.281006
	Iteration 16Q: 3 clusters Score -2925223 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2925274.000000 Penalty: 3204.281006
	Iteration 17Q: 3 clusters Score -2925274 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2925316.000000 Penalty: 3204.281006
	Iteration 18Q: 3 clusters Score -2925316 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2925373.500000 Penalty: 3204.281006
	Iteration 19Q: 3 clusters Score -2925374 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2925408.750000 Penalty: 3204.281006
	Iteration 20F: 3 clusters Score -2925409 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2925469.000000 Penalty: 3204.281006
	Iteration 21Q: 3 clusters Score -2925469 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2925521.250000 Penalty: 3204.281006
	Iteration 22Q: 3 clusters Score -2925521 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2925566.000000 Penalty: 3204.281006
	Iteration 23Q: 3 clusters Score -2925566 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2925607.500000 Penalty: 3204.281006
	Iteration 24Q: 3 clusters Score -2925608 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2925672.000000 Penalty: 3204.281006
	Iteration 25Q: 3 clusters Score -2925672 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2925720.500000 Penalty: 3204.281006
	Iteration 26Q: 3 clusters Score -2925720 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2925825.250000 Penalty: 3204.281006
	Iteration 27Q: 3 clusters Score -2925825 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2925954.000000 Penalty: 3204.281006
	Iteration 28Q: 3 clusters Score -2925954 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2926099.750000 Penalty: 3204.281006
	Iteration 29Q: 3 clusters Score -2926100 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2926245.250000 Penalty: 3204.281006
	Iteration 30Q: 3 clusters Score -2926245 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2926370.000000 Penalty: 3204.281006
	Iteration 31Q: 3 clusters Score -2926370 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2926482.000000 Penalty: 3204.281006
	Iteration 32Q: 3 clusters Score -2926482 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2926583.500000 Penalty: 3204.281006
	Iteration 33Q: 3 clusters Score -2926584 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2926710.250000 Penalty: 3204.281006
	Iteration 34Q: 3 clusters Score -2926710 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2926835.250000 Penalty: 3204.281006
	Iteration 35Q: 3 clusters Score -2926835 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2926967.000000 Penalty: 3204.281006
	Iteration 36Q: 3 clusters Score -2926967 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2927095.000000 Penalty: 3204.281006
	Iteration 37Q: 3 clusters Score -2927095 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2927165.500000 Penalty: 3204.281006
	Iteration 38Q: 3 clusters Score -2927166 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2927229.250000 Penalty: 3204.281006
	Iteration 39Q: 3 clusters Score -2927229 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2927371.250000 Penalty: 3204.281006
	Iteration 40F: 3 clusters Score -2927371 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2927395.500000 Penalty: 3204.281006
	Iteration 41Q: 3 clusters Score -2927396 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2927435.500000 Penalty: 3204.281006
	Iteration 42Q: 3 clusters Score -2927436 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2927460.250000 Penalty: 3204.281006
	Iteration 43Q: 3 clusters Score -2927460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2927481.000000 Penalty: 3204.281006
	Iteration 44Q: 3 clusters Score -2927481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2927479.750000 Penalty: 3204.281006
	Iteration 45Q: 3 clusters Score -2927480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2927496.000000 Penalty: 3204.281006
	Iteration 46Q: 3 clusters Score -2927496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2927501.000000 Penalty: 3204.281006
	Iteration 47Q: 3 clusters Score -2927501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2927498.500000 Penalty: 3204.281006
	Iteration 48Q: 3 clusters Score -2927498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2927510.000000 Penalty: 3204.281006
	Iteration 49Q: 3 clusters Score -2927510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2927512.000000 Penalty: 3204.281006
	Iteration 50Q: 3 clusters Score -2927512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2927517.750000 Penalty: 3204.281006
	Iteration 51Q: 3 clusters Score -2927518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2927515.250000 Penalty: 3204.281006
	Iteration 52Q: 3 clusters Score -2927515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2927525.250000 Penalty: 3204.281006
	Iteration 53Q: 3 clusters Score -2927525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2927529.500000 Penalty: 3204.281006
	Iteration 54Q: 3 clusters Score -2927530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2927536.750000 Penalty: 3204.281006
	Iteration 55Q: 3 clusters Score -2927537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2927541.250000 Penalty: 3204.281006
	Iteration 56Q: 3 clusters Score -2927541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2927543.750000 Penalty: 3204.281006
	Iteration 57Q: 3 clusters Score -2927544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2927547.000000 Penalty: 3204.281006
	Iteration 58Q: 3 clusters Score -2927547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2927547.000000 Penalty: 3204.281006
	Iteration 59F: 3 clusters Score -2927547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10444 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31434 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 7786 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 21553 members 
Mstep: Class 18 contains 1388 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4962 members 
Mstep: Class 22 contains 1988 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10947 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9412 members 
Mstep: Class 29 contains 14698 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 12889 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6606 members 
Mstep: Class 37 contains 9606 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28968 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 15022 members 
Mstep: Class 46 contains 14296 members 
Mstep: Class 47 contains 3695 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 19599 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13283 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6696 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13015 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 17111 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19701 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 25238 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935360.000000 Penalty: 183801.937500
Iteration 319Q: 86 clusters Score -8.593536e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10447 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31434 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 7774 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 21968 members 
Mstep: Class 18 contains 1388 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 1988 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10948 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9416 members 
Mstep: Class 29 contains 14698 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 12882 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6599 members 
Mstep: Class 37 contains 9601 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28968 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 15029 members 
Mstep: Class 46 contains 14296 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 19666 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13282 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6696 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13028 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 16874 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19699 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 25021 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935784.000000 Penalty: 183801.937500
Iteration 320F: 86 clusters Score -8.593578e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10448 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31433 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 7770 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 22174 members 
Mstep: Class 18 contains 1387 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 1988 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10942 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9414 members 
Mstep: Class 29 contains 14698 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 12872 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6592 members 
Mstep: Class 37 contains 9600 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28968 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4961 members 
Mstep: Class 45 contains 15048 members 
Mstep: Class 46 contains 14296 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 19535 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13282 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13042 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 16667 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19700 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 25172 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85936144.000000 Penalty: 183801.937500
Iteration 321Q: 86 clusters Score -8.593614e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10449 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31434 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 7763 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 22423 members 
Mstep: Class 18 contains 1387 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 1988 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9413 members 
Mstep: Class 29 contains 14698 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 12841 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6590 members 
Mstep: Class 37 contains 9595 members 
Mstep: Class 38 contains 20394 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28968 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4964 members 
Mstep: Class 45 contains 15058 members 
Mstep: Class 46 contains 14297 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 19518 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13284 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13066 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 16510 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19700 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 25117 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85936128.000000 Penalty: 183801.937500
Iteration 322Q: 86 clusters Score -8.593613e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10450 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 7763 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 22665 members 
Mstep: Class 18 contains 1387 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 1988 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9409 members 
Mstep: Class 29 contains 14698 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 12830 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6585 members 
Mstep: Class 37 contains 9594 members 
Mstep: Class 38 contains 20394 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28968 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 15064 members 
Mstep: Class 46 contains 14298 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 19558 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13285 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1724 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13087 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 16358 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19700 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 24971 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85936040.000000 Penalty: 183801.937500
Iteration 323Q: 86 clusters Score -8.593604e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10449 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 7768 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 22871 members 
Mstep: Class 18 contains 1387 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 1988 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9407 members 
Mstep: Class 29 contains 14697 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 12815 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6582 members 
Mstep: Class 37 contains 9588 members 
Mstep: Class 38 contains 20394 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28968 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4973 members 
Mstep: Class 45 contains 15053 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 19630 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13283 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1724 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13117 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 16262 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19702 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 24789 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935872.000000 Penalty: 183801.937500
Iteration 324Q: 86 clusters Score -8.593587e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10448 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6065 members 
Mstep: Class 12 contains 7768 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23075 members 
Mstep: Class 18 contains 1387 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 1988 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10936 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9408 members 
Mstep: Class 29 contains 14696 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 12810 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6579 members 
Mstep: Class 37 contains 9588 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 15050 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3691 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 19715 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13283 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13151 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 16172 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19703 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 24576 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935616.000000 Penalty: 183801.937500
Iteration 325Q: 86 clusters Score -8.593562e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10448 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6065 members 
Mstep: Class 12 contains 7769 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23246 members 
Mstep: Class 18 contains 1387 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10936 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9407 members 
Mstep: Class 29 contains 14696 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 12809 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6577 members 
Mstep: Class 37 contains 9584 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 15051 members 
Mstep: Class 46 contains 14302 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 19782 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13284 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13187 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 16102 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19704 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12014 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 24380 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935576.000000 Penalty: 183801.937500
Iteration 326Q: 86 clusters Score -8.593558e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10448 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6065 members 
Mstep: Class 12 contains 7767 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23383 members 
Mstep: Class 18 contains 1387 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10936 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9408 members 
Mstep: Class 29 contains 14695 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 12809 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6574 members 
Mstep: Class 37 contains 9588 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 15041 members 
Mstep: Class 46 contains 14303 members 
Mstep: Class 47 contains 3689 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 19841 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13284 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13226 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 16060 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19705 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 24186 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935616.000000 Penalty: 183801.937500
Iteration 327Q: 86 clusters Score -8.593562e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10449 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6065 members 
Mstep: Class 12 contains 7769 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23519 members 
Mstep: Class 18 contains 1387 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10936 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9405 members 
Mstep: Class 29 contains 14695 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 12801 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6571 members 
Mstep: Class 37 contains 9588 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4977 members 
Mstep: Class 45 contains 15043 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3688 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 19887 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13284 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13271 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 16029 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19705 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 23997 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935528.000000 Penalty: 183801.937500
Iteration 328Q: 86 clusters Score -8.593553e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10450 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7771 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23648 members 
Mstep: Class 18 contains 1387 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10936 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9406 members 
Mstep: Class 29 contains 14695 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 12794 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6571 members 
Mstep: Class 37 contains 9588 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4978 members 
Mstep: Class 45 contains 15036 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3688 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 19932 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13282 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13307 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15998 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19707 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 23832 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935760.000000 Penalty: 183801.937500
Iteration 329Q: 86 clusters Score -8.593576e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10449 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7771 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23785 members 
Mstep: Class 18 contains 1387 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10936 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9404 members 
Mstep: Class 29 contains 14695 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12788 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6569 members 
Mstep: Class 37 contains 9586 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4977 members 
Mstep: Class 45 contains 15033 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3688 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 19981 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13340 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15978 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19708 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 23651 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935648.000000 Penalty: 183801.937500
Iteration 330Q: 86 clusters Score -8.593565e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10450 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7772 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 23908 members 
Mstep: Class 18 contains 1387 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10936 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9403 members 
Mstep: Class 29 contains 14696 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12782 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6569 members 
Mstep: Class 37 contains 9582 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4978 members 
Mstep: Class 45 contains 15027 members 
Mstep: Class 46 contains 14298 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20040 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13360 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15970 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19710 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 23468 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935608.000000 Penalty: 183801.937500
Iteration 331Q: 86 clusters Score -8.593561e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10449 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7773 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24020 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4969 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9404 members 
Mstep: Class 29 contains 14695 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12781 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6568 members 
Mstep: Class 37 contains 9582 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4978 members 
Mstep: Class 45 contains 15022 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3687 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20095 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13385 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15957 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19708 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 23291 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935688.000000 Penalty: 183801.937500
Iteration 332Q: 86 clusters Score -8.593569e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10450 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7777 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24106 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4970 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9404 members 
Mstep: Class 29 contains 14694 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12783 members 
Mstep: Class 34 contains 1304 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6568 members 
Mstep: Class 37 contains 9584 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4978 members 
Mstep: Class 45 contains 15019 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3688 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20140 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2221 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13403 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15947 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19707 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 23143 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935696.000000 Penalty: 183801.937500
Iteration 333Q: 86 clusters Score -8.59357e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10450 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7780 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24179 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4971 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9403 members 
Mstep: Class 29 contains 14692 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12788 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6567 members 
Mstep: Class 37 contains 9585 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4980 members 
Mstep: Class 45 contains 15019 members 
Mstep: Class 46 contains 14302 members 
Mstep: Class 47 contains 3688 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20178 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2219 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13418 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15937 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19707 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 23015 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935648.000000 Penalty: 183801.937500
Iteration 334Q: 86 clusters Score -8.593565e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10450 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7783 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24236 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4971 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9403 members 
Mstep: Class 29 contains 14692 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12792 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6566 members 
Mstep: Class 37 contains 9587 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4981 members 
Mstep: Class 45 contains 15024 members 
Mstep: Class 46 contains 14302 members 
Mstep: Class 47 contains 3688 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20201 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2218 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13434 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15936 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19709 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22905 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935704.000000 Penalty: 183801.937500
Iteration 335Q: 86 clusters Score -8.59357e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10449 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7785 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24288 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4972 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9403 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12793 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6566 members 
Mstep: Class 37 contains 9591 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4981 members 
Mstep: Class 45 contains 15026 members 
Mstep: Class 46 contains 14303 members 
Mstep: Class 47 contains 3687 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20220 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2217 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13451 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15936 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19711 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22812 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935664.000000 Penalty: 183801.937500
Iteration 336Q: 86 clusters Score -8.593566e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10449 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7787 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24342 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9403 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12788 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6566 members 
Mstep: Class 37 contains 9589 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4981 members 
Mstep: Class 45 contains 15019 members 
Mstep: Class 46 contains 14303 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20214 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2215 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13469 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15949 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19714 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22743 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935544.000000 Penalty: 183801.937500
Iteration 337Q: 86 clusters Score -8.593554e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10449 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7787 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24372 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4978 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9400 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12793 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6565 members 
Mstep: Class 37 contains 9585 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4981 members 
Mstep: Class 45 contains 15020 members 
Mstep: Class 46 contains 14303 members 
Mstep: Class 47 contains 3685 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20225 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2215 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6695 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13478 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15961 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19715 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16386 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22680 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935480.000000 Penalty: 183801.937500
Iteration 338Q: 86 clusters Score -8.593548e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10448 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7789 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24418 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4980 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9401 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12788 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6561 members 
Mstep: Class 37 contains 9582 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4981 members 
Mstep: Class 45 contains 15016 members 
Mstep: Class 46 contains 14303 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20223 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2216 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6694 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13496 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15968 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19716 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16387 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22623 members 
Mstep: Class 84 contains 3730 members 
Mstep: Class 85 contains 19134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935496.000000 Penalty: 183801.937500
Iteration 339Q: 86 clusters Score -8.59355e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10448 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7792 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24455 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4983 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9400 members 
Mstep: Class 29 contains 14692 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12782 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6561 members 
Mstep: Class 37 contains 9583 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4981 members 
Mstep: Class 45 contains 15013 members 
Mstep: Class 46 contains 14303 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20210 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2216 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13516 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15966 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19715 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16389 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22584 members 
Mstep: Class 84 contains 3731 members 
Mstep: Class 85 contains 19133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935576.000000 Penalty: 183801.937500
Iteration 340F: 86 clusters Score -8.593558e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10448 members 
Mstep: Class 5 contains 14591 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7789 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24492 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 4987 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9401 members 
Mstep: Class 29 contains 14691 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12783 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6561 members 
Mstep: Class 37 contains 9578 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4980 members 
Mstep: Class 45 contains 15010 members 
Mstep: Class 46 contains 14303 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20212 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2215 members 
Mstep: Class 55 contains 13279 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13530 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15967 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19716 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16391 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22535 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935552.000000 Penalty: 183801.937500
Iteration 341Q: 86 clusters Score -8.593555e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10448 members 
Mstep: Class 5 contains 14591 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7785 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24524 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13947 members 
Mstep: Class 21 contains 4994 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9402 members 
Mstep: Class 29 contains 14691 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12783 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6560 members 
Mstep: Class 37 contains 9576 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4980 members 
Mstep: Class 45 contains 15002 members 
Mstep: Class 46 contains 14302 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20216 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2214 members 
Mstep: Class 55 contains 13279 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13552 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15967 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19714 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16393 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22489 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935680.000000 Penalty: 183801.937500
Iteration 342Q: 86 clusters Score -8.593568e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10448 members 
Mstep: Class 5 contains 14591 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7784 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24554 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5002 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9401 members 
Mstep: Class 29 contains 14691 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12783 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6557 members 
Mstep: Class 37 contains 9569 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28971 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4977 members 
Mstep: Class 45 contains 14994 members 
Mstep: Class 46 contains 14302 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20228 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13575 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15953 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19712 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16394 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22454 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935608.000000 Penalty: 183801.937500
Iteration 343Q: 86 clusters Score -8.593561e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10447 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7781 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24588 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5010 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9399 members 
Mstep: Class 29 contains 14691 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12785 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6555 members 
Mstep: Class 37 contains 9561 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28971 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4976 members 
Mstep: Class 45 contains 14990 members 
Mstep: Class 46 contains 14302 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20235 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19011 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13593 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 783 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15933 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19715 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16395 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22425 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935632.000000 Penalty: 183801.937500
Iteration 344Q: 86 clusters Score -8.593563e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7782 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24644 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5017 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9398 members 
Mstep: Class 29 contains 14691 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12788 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6553 members 
Mstep: Class 37 contains 9551 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28971 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4975 members 
Mstep: Class 45 contains 14984 members 
Mstep: Class 46 contains 14302 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20244 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19013 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13600 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15914 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19718 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16396 members 
Mstep: Class 77 contains 12016 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22384 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935520.000000 Penalty: 183801.937500
Iteration 345Q: 86 clusters Score -8.593552e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7778 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24677 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5024 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9396 members 
Mstep: Class 29 contains 14691 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12793 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6552 members 
Mstep: Class 37 contains 9543 members 
Mstep: Class 38 contains 20393 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28971 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 14982 members 
Mstep: Class 46 contains 14302 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20246 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19014 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13606 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15901 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19721 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16395 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22365 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935456.000000 Penalty: 183801.937500
Iteration 346Q: 86 clusters Score -8.593546e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7774 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24694 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5026 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 14691 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12809 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6552 members 
Mstep: Class 37 contains 9542 members 
Mstep: Class 38 contains 20394 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28971 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 14982 members 
Mstep: Class 46 contains 14302 members 
Mstep: Class 47 contains 3687 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20250 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2210 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19016 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13604 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15882 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16395 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22360 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935576.000000 Penalty: 183801.937500
Iteration 347Q: 86 clusters Score -8.593558e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10445 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7771 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24697 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5030 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 14691 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12815 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6552 members 
Mstep: Class 37 contains 9541 members 
Mstep: Class 38 contains 20394 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28971 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14981 members 
Mstep: Class 46 contains 14302 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20258 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2209 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19017 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13599 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15868 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1169 members 
Mstep: Class 76 contains 16394 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22363 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935528.000000 Penalty: 183801.937500
Iteration 348Q: 86 clusters Score -8.593553e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7769 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24688 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5034 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9393 members 
Mstep: Class 29 contains 14691 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12819 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6551 members 
Mstep: Class 37 contains 9537 members 
Mstep: Class 38 contains 20394 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28971 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14980 members 
Mstep: Class 46 contains 14302 members 
Mstep: Class 47 contains 3685 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20263 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2208 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 863 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19016 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13598 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8763 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15860 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1170 members 
Mstep: Class 76 contains 16393 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22375 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935552.000000 Penalty: 183801.937500
Iteration 349Q: 86 clusters Score -8.593555e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1723 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7767 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24681 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5038 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9392 members 
Mstep: Class 29 contains 14691 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12819 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6552 members 
Mstep: Class 37 contains 9532 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28972 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 14979 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3685 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20278 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2208 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 862 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19014 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13594 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8764 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15846 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16389 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1136 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22384 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935600.000000 Penalty: 183801.937500
Iteration 350Q: 86 clusters Score -8.59356e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1724 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7767 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24693 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5042 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9393 members 
Mstep: Class 29 contains 14691 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12818 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6552 members 
Mstep: Class 37 contains 9530 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28972 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 14972 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3685 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20285 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2209 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19013 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13594 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8765 members 
Mstep: Class 70 contains 783 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15824 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19724 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16389 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22396 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935680.000000 Penalty: 183801.937500
Iteration 351Q: 86 clusters Score -8.593568e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7765 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24699 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5046 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 14691 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12818 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6553 members 
Mstep: Class 37 contains 9525 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28972 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4973 members 
Mstep: Class 45 contains 14971 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3685 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20297 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2209 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19010 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13594 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8765 members 
Mstep: Class 70 contains 783 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15804 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19724 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16388 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22399 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935672.000000 Penalty: 183801.937500
Iteration 352Q: 86 clusters Score -8.593567e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10447 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7765 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24706 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5054 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 14688 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12825 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6554 members 
Mstep: Class 37 contains 9518 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28972 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14971 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3685 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20300 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2207 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19006 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13595 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8765 members 
Mstep: Class 70 contains 783 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15782 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16389 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22404 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935712.000000 Penalty: 183801.937500
Iteration 353Q: 86 clusters Score -8.593571e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7765 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24727 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5062 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9393 members 
Mstep: Class 29 contains 14689 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12830 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6554 members 
Mstep: Class 37 contains 9512 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28971 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 14976 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3685 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20296 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2207 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19005 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13599 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8765 members 
Mstep: Class 70 contains 783 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15749 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16385 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22409 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935712.000000 Penalty: 183801.937500
Iteration 354Q: 86 clusters Score -8.593571e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7763 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24748 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5067 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14691 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12834 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6555 members 
Mstep: Class 37 contains 9506 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1191 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 14975 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20293 members 
Mstep: Class 51 contains 998 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2207 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19005 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13601 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8766 members 
Mstep: Class 70 contains 783 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15710 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16378 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22426 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935624.000000 Penalty: 183801.937500
Iteration 355Q: 86 clusters Score -8.593562e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7765 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24771 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5072 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12838 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6551 members 
Mstep: Class 37 contains 9501 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 14972 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20284 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2207 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13610 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8768 members 
Mstep: Class 70 contains 783 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15670 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19724 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22442 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935696.000000 Penalty: 183801.937500
Iteration 356Q: 86 clusters Score -8.59357e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7765 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24795 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5075 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12829 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6550 members 
Mstep: Class 37 contains 9500 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 14969 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20277 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2206 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13620 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 783 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15646 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19724 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22451 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935696.000000 Penalty: 183801.937500
Iteration 357Q: 86 clusters Score -8.59357e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10447 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7766 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5079 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12825 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6550 members 
Mstep: Class 37 contains 9495 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14966 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20278 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2204 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13631 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15621 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22458 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935760.000000 Penalty: 183801.937500
Iteration 358Q: 86 clusters Score -8.593576e+07 nChanged 123
Entering ConstructFrom: 
Score: -85935760.000000 Penalty: 183801.937500
Entering ConstructFrom: 
Trying to split cluster 1 (8468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Entering Unmasked Estep 
Score: -1257181.375000 Penalty: 1469.657959
	Iteration 0F: 2 clusters Score -1257181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1251067.750000 Penalty: 2939.315918
	Iteration 0F: 3 clusters Score -1251068 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1253044.625000 Penalty: 2939.315918
	Iteration 1F: 3 clusters Score -1253045 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1253266.500000 Penalty: 2939.315918
	Iteration 2F: 3 clusters Score -1253266 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1253393.250000 Penalty: 2939.315918
	Iteration 3Q: 3 clusters Score -1253393 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1253487.625000 Penalty: 2939.315918
	Iteration 4Q: 3 clusters Score -1253488 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1253566.000000 Penalty: 2939.315918
	Iteration 5Q: 3 clusters Score -1253566 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1253635.125000 Penalty: 2939.315918
	Iteration 6Q: 3 clusters Score -1253635 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1253705.500000 Penalty: 2939.315918
	Iteration 7Q: 3 clusters Score -1253706 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1253773.250000 Penalty: 2939.315918
	Iteration 8Q: 3 clusters Score -1253773 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1253830.875000 Penalty: 2939.315918
	Iteration 9Q: 3 clusters Score -1253831 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1253876.000000 Penalty: 2939.315918
	Iteration 10Q: 3 clusters Score -1253876 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1253916.125000 Penalty: 2939.315918
	Iteration 11Q: 3 clusters Score -1253916 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1253952.125000 Penalty: 2939.315918
	Iteration 12Q: 3 clusters Score -1253952 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1253983.000000 Penalty: 2939.315918
	Iteration 13Q: 3 clusters Score -1253983 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1254006.625000 Penalty: 2939.315918
	Iteration 14Q: 3 clusters Score -1254007 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1254029.500000 Penalty: 2939.315918
	Iteration 15Q: 3 clusters Score -1254030 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1254046.375000 Penalty: 2939.315918
	Iteration 16Q: 3 clusters Score -1254046 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1254068.125000 Penalty: 2939.315918
	Iteration 17Q: 3 clusters Score -1254068 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1254091.000000 Penalty: 2939.315918
	Iteration 18Q: 3 clusters Score -1254091 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1254109.875000 Penalty: 2939.315918
	Iteration 19Q: 3 clusters Score -1254110 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1254123.625000 Penalty: 2939.315918
	Iteration 20F: 3 clusters Score -1254124 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1254152.500000 Penalty: 2939.315918
	Iteration 21Q: 3 clusters Score -1254152 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1254193.125000 Penalty: 2939.315918
	Iteration 22Q: 3 clusters Score -1254193 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1254228.125000 Penalty: 2939.315918
	Iteration 23Q: 3 clusters Score -1254228 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1254276.000000 Penalty: 2939.315918
	Iteration 24Q: 3 clusters Score -1254276 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1254319.750000 Penalty: 2939.315918
	Iteration 25Q: 3 clusters Score -1254320 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1254375.250000 Penalty: 2939.315918
	Iteration 26Q: 3 clusters Score -1254375 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1254440.125000 Penalty: 2939.315918
	Iteration 27Q: 3 clusters Score -1254440 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1254503.000000 Penalty: 2939.315918
	Iteration 28Q: 3 clusters Score -1254503 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1254568.625000 Penalty: 2939.315918
	Iteration 29Q: 3 clusters Score -1254569 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1254621.750000 Penalty: 2939.315918
	Iteration 30Q: 3 clusters Score -1254622 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1254671.750000 Penalty: 2939.315918
	Iteration 31Q: 3 clusters Score -1254672 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1254706.625000 Penalty: 2939.315918
	Iteration 32Q: 3 clusters Score -1254707 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1254733.000000 Penalty: 2939.315918
	Iteration 33Q: 3 clusters Score -1254733 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1254753.375000 Penalty: 2939.315918
	Iteration 34Q: 3 clusters Score -1254753 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1254778.375000 Penalty: 2939.315918
	Iteration 35Q: 3 clusters Score -1254778 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1254796.875000 Penalty: 2939.315918
	Iteration 36Q: 3 clusters Score -1254797 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1254809.125000 Penalty: 2939.315918
	Iteration 37Q: 3 clusters Score -1254809 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1254817.875000 Penalty: 2939.315918
	Iteration 38Q: 3 clusters Score -1254818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1254826.125000 Penalty: 2939.315918
	Iteration 39Q: 3 clusters Score -1254826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1254832.750000 Penalty: 2939.315918
	Iteration 40F: 3 clusters Score -1254833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1254838.500000 Penalty: 2939.315918
	Iteration 41Q: 3 clusters Score -1254838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1254839.625000 Penalty: 2939.315918
	Iteration 42Q: 3 clusters Score -1254840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1254843.500000 Penalty: 2939.315918
	Iteration 43Q: 3 clusters Score -1254844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1254846.500000 Penalty: 2939.315918
	Iteration 44Q: 3 clusters Score -1254846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1254853.125000 Penalty: 2939.315918
	Iteration 45Q: 3 clusters Score -1254853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1254857.625000 Penalty: 2939.315918
	Iteration 46Q: 3 clusters Score -1254858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1254863.000000 Penalty: 2939.315918
	Iteration 47Q: 3 clusters Score -1254863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1254872.500000 Penalty: 2939.315918
	Iteration 48Q: 3 clusters Score -1254872 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1254881.875000 Penalty: 2939.315918
	Iteration 49Q: 3 clusters Score -1254882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1254891.750000 Penalty: 2939.315918
	Iteration 50Q: 3 clusters Score -1254892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1254897.750000 Penalty: 2939.315918
	Iteration 51Q: 3 clusters Score -1254898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1254902.750000 Penalty: 2939.315918
	Iteration 52Q: 3 clusters Score -1254903 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1254907.500000 Penalty: 2939.315918
	Iteration 53Q: 3 clusters Score -1254908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1254910.875000 Penalty: 2939.315918
	Iteration 54Q: 3 clusters Score -1254911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1254916.375000 Penalty: 2939.315918
	Iteration 55Q: 3 clusters Score -1254916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1254921.625000 Penalty: 2939.315918
	Iteration 56Q: 3 clusters Score -1254922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1254925.625000 Penalty: 2939.315918
	Iteration 57Q: 3 clusters Score -1254926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1254933.750000 Penalty: 2939.315918
	Iteration 58Q: 3 clusters Score -1254934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1254941.625000 Penalty: 2939.315918
	Iteration 59Q: 3 clusters Score -1254942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1254945.500000 Penalty: 2939.315918
	Iteration 60F: 3 clusters Score -1254946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1254954.875000 Penalty: 2939.315918
	Iteration 61Q: 3 clusters Score -1254955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1254966.875000 Penalty: 2939.315918
	Iteration 62Q: 3 clusters Score -1254967 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1254982.500000 Penalty: 2939.315918
	Iteration 63Q: 3 clusters Score -1254982 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1254990.250000 Penalty: 2939.315918
	Iteration 64Q: 3 clusters Score -1254990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1255004.750000 Penalty: 2939.315918
	Iteration 65Q: 3 clusters Score -1255005 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1255017.500000 Penalty: 2939.315918
	Iteration 66Q: 3 clusters Score -1255018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1255027.000000 Penalty: 2939.315918
	Iteration 67Q: 3 clusters Score -1255027 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1255035.500000 Penalty: 2939.315918
	Iteration 68Q: 3 clusters Score -1255036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1255042.875000 Penalty: 2939.315918
	Iteration 69Q: 3 clusters Score -1255043 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1255045.875000 Penalty: 2939.315918
	Iteration 70Q: 3 clusters Score -1255046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1255058.000000 Penalty: 2939.315918
	Iteration 71Q: 3 clusters Score -1255058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1255071.750000 Penalty: 2939.315918
	Iteration 72Q: 3 clusters Score -1255072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1255093.875000 Penalty: 2939.315918
	Iteration 73Q: 3 clusters Score -1255094 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1255116.875000 Penalty: 2939.315918
	Iteration 74Q: 3 clusters Score -1255117 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1255139.875000 Penalty: 2939.315918
	Iteration 75Q: 3 clusters Score -1255140 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1255174.000000 Penalty: 2939.315918
	Iteration 76Q: 3 clusters Score -1255174 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1255203.375000 Penalty: 2939.315918
	Iteration 77Q: 3 clusters Score -1255203 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1255231.875000 Penalty: 2939.315918
	Iteration 78Q: 3 clusters Score -1255232 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1255267.250000 Penalty: 2939.315918
	Iteration 79Q: 3 clusters Score -1255267 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1255301.500000 Penalty: 2939.315918
	Iteration 80F: 3 clusters Score -1255302 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1255328.875000 Penalty: 2939.315918
	Iteration 81Q: 3 clusters Score -1255329 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1255357.375000 Penalty: 2939.315918
	Iteration 82Q: 3 clusters Score -1255357 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1255388.500000 Penalty: 2939.315918
	Iteration 83Q: 3 clusters Score -1255388 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1255422.250000 Penalty: 2939.315918
	Iteration 84Q: 3 clusters Score -1255422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1255446.250000 Penalty: 2939.315918
	Iteration 85Q: 3 clusters Score -1255446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1255466.875000 Penalty: 2939.315918
	Iteration 86Q: 3 clusters Score -1255467 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1255485.375000 Penalty: 2939.315918
	Iteration 87Q: 3 clusters Score -1255485 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1255508.250000 Penalty: 2939.315918
	Iteration 88Q: 3 clusters Score -1255508 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1255535.750000 Penalty: 2939.315918
	Iteration 89Q: 3 clusters Score -1255536 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1255564.375000 Penalty: 2939.315918
	Iteration 90Q: 3 clusters Score -1255564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1255594.000000 Penalty: 2939.315918
	Iteration 91Q: 3 clusters Score -1255594 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1255625.625000 Penalty: 2939.315918
	Iteration 92Q: 3 clusters Score -1255626 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1255654.625000 Penalty: 2939.315918
	Iteration 93Q: 3 clusters Score -1255655 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1255678.375000 Penalty: 2939.315918
	Iteration 94Q: 3 clusters Score -1255678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1255698.125000 Penalty: 2939.315918
	Iteration 95Q: 3 clusters Score -1255698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1255716.000000 Penalty: 2939.315918
	Iteration 96Q: 3 clusters Score -1255716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1255735.250000 Penalty: 2939.315918
	Iteration 97Q: 3 clusters Score -1255735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1255750.000000 Penalty: 2939.315918
	Iteration 98Q: 3 clusters Score -1255750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1255760.375000 Penalty: 2939.315918
	Iteration 99Q: 3 clusters Score -1255760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1255772.375000 Penalty: 2939.315918
	Iteration 100F: 3 clusters Score -1255772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1255778.750000 Penalty: 2939.315918
	Iteration 101Q: 3 clusters Score -1255779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1255796.000000 Penalty: 2939.315918
	Iteration 102Q: 3 clusters Score -1255796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1255804.250000 Penalty: 2939.315918
	Iteration 103Q: 3 clusters Score -1255804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1255812.625000 Penalty: 2939.315918
	Iteration 104Q: 3 clusters Score -1255813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1255825.375000 Penalty: 2939.315918
	Iteration 105Q: 3 clusters Score -1255825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1255837.750000 Penalty: 2939.315918
	Iteration 106Q: 3 clusters Score -1255838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1255851.125000 Penalty: 2939.315918
	Iteration 107Q: 3 clusters Score -1255851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1255859.875000 Penalty: 2939.315918
	Iteration 108Q: 3 clusters Score -1255860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1255863.625000 Penalty: 2939.315918
	Iteration 109Q: 3 clusters Score -1255864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1255869.625000 Penalty: 2939.315918
	Iteration 110Q: 3 clusters Score -1255870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1255873.500000 Penalty: 2939.315918
	Iteration 111Q: 3 clusters Score -1255874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1255876.750000 Penalty: 2939.315918
	Iteration 112Q: 3 clusters Score -1255877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1255877.625000 Penalty: 2939.315918
	Iteration 113Q: 3 clusters Score -1255878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1255879.500000 Penalty: 2939.315918
	Iteration 114Q: 3 clusters Score -1255880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1255884.375000 Penalty: 2939.315918
	Iteration 115Q: 3 clusters Score -1255884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1255887.375000 Penalty: 2939.315918
	Iteration 116Q: 3 clusters Score -1255887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1255889.250000 Penalty: 2939.315918
	Iteration 117Q: 3 clusters Score -1255889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1255889.250000 Penalty: 2939.315918
	Iteration 118F: 3 clusters Score -1255889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Entering Unmasked Estep 
Score: -1620836.875000 Penalty: 1555.652466
	Iteration 0F: 2 clusters Score -1620837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1610856.625000 Penalty: 3111.304932
	Iteration 0F: 3 clusters Score -1610857 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1614354.375000 Penalty: 3111.304932
	Iteration 1F: 3 clusters Score -1614354 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1614667.000000 Penalty: 3111.304932
	Iteration 2F: 3 clusters Score -1614667 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1615015.375000 Penalty: 3111.304932
	Iteration 3F: 3 clusters Score -1615015 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1615465.500000 Penalty: 3111.304932
	Iteration 4F: 3 clusters Score -1615466 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1616119.875000 Penalty: 3111.304932
	Iteration 5F: 3 clusters Score -1616120 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1617016.000000 Penalty: 3111.304932
	Iteration 6F: 3 clusters Score -1617016 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1618079.750000 Penalty: 3111.304932
	Iteration 7F: 3 clusters Score -1618080 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1618963.625000 Penalty: 3111.304932
	Iteration 8F: 3 clusters Score -1618964 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1619432.375000 Penalty: 3111.304932
	Iteration 9Q: 3 clusters Score -1619432 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1619613.250000 Penalty: 3111.304932
	Iteration 10Q: 3 clusters Score -1619613 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1619692.000000 Penalty: 3111.304932
	Iteration 11Q: 3 clusters Score -1619692 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1619751.125000 Penalty: 3111.304932
	Iteration 12Q: 3 clusters Score -1619751 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1619795.125000 Penalty: 3111.304932
	Iteration 13Q: 3 clusters Score -1619795 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1619828.500000 Penalty: 3111.304932
	Iteration 14Q: 3 clusters Score -1619828 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1619841.500000 Penalty: 3111.304932
	Iteration 15Q: 3 clusters Score -1619842 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1619856.875000 Penalty: 3111.304932
	Iteration 16Q: 3 clusters Score -1619857 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1619859.625000 Penalty: 3111.304932
	Iteration 17Q: 3 clusters Score -1619860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1619864.750000 Penalty: 3111.304932
	Iteration 18Q: 3 clusters Score -1619865 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1619872.625000 Penalty: 3111.304932
	Iteration 19Q: 3 clusters Score -1619873 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1619878.250000 Penalty: 3111.304932
	Iteration 20F: 3 clusters Score -1619878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1619880.625000 Penalty: 3111.304932
	Iteration 21Q: 3 clusters Score -1619881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1619881.625000 Penalty: 3111.304932
	Iteration 22Q: 3 clusters Score -1619882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1619881.375000 Penalty: 3111.304932
	Iteration 23Q: 3 clusters Score -1619881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1619881.125000 Penalty: 3111.304932
	Iteration 24Q: 3 clusters Score -1619881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1619883.375000 Penalty: 3111.304932
	Iteration 25Q: 3 clusters Score -1619883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1619888.875000 Penalty: 3111.304932
	Iteration 26Q: 3 clusters Score -1619889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1619887.750000 Penalty: 3111.304932
	Iteration 27Q: 3 clusters Score -1619888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1619891.625000 Penalty: 3111.304932
	Iteration 28Q: 3 clusters Score -1619892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1619891.625000 Penalty: 3111.304932
	Iteration 29Q: 3 clusters Score -1619892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1619891.875000 Penalty: 3111.304932
	Iteration 30Q: 3 clusters Score -1619892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1619892.625000 Penalty: 3111.304932
	Iteration 31Q: 3 clusters Score -1619893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1619890.375000 Penalty: 3111.304932
	Iteration 32Q: 3 clusters Score -1619890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1619894.500000 Penalty: 3111.304932
	Iteration 33Q: 3 clusters Score -1619894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1619894.000000 Penalty: 3111.304932
	Iteration 34Q: 3 clusters Score -1619894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1619891.875000 Penalty: 3111.304932
	Iteration 35Q: 3 clusters Score -1619892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1619893.875000 Penalty: 3111.304932
	Iteration 36Q: 3 clusters Score -1619894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1619894.125000 Penalty: 3111.304932
	Iteration 37Q: 3 clusters Score -1619894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1619895.000000 Penalty: 3111.304932
	Iteration 38Q: 3 clusters Score -1619895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1619895.000000 Penalty: 3111.304932
	Iteration 39F: 3 clusters Score -1619895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -16312.937500 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -16312.94 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 94 members 
Entering Unmasked Estep 
Score: -15720.546875 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -15720.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15883.349609 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -15883.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15930.816406 Penalty: 1687.711060
	Iteration 2F: 3 clusters Score -15930.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15941.901367 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -15941.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16036.871094 Penalty: 1687.711060
	Iteration 4Q: 3 clusters Score -16036.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16038.330078 Penalty: 1687.711060
	Iteration 5Q: 3 clusters Score -16038.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16040.962891 Penalty: 1687.711060
	Iteration 6Q: 3 clusters Score -16040.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16043.133789 Penalty: 1687.711060
	Iteration 7Q: 3 clusters Score -16043.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16049.785156 Penalty: 1687.711060
	Iteration 8Q: 3 clusters Score -16049.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16055.074219 Penalty: 1687.711060
	Iteration 9Q: 3 clusters Score -16055.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16055.074219 Penalty: 1687.711060
	Iteration 10F: 3 clusters Score -16055.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Entering Unmasked Estep 
Score: -1556059.375000 Penalty: 1503.770752
	Iteration 0F: 2 clusters Score -1556059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1548686.000000 Penalty: 3007.541504
	Iteration 0F: 3 clusters Score -1548686 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1551092.250000 Penalty: 3007.541504
	Iteration 1F: 3 clusters Score -1551092 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1551414.500000 Penalty: 3007.541504
	Iteration 2F: 3 clusters Score -1551414 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1551706.125000 Penalty: 3007.541504
	Iteration 3F: 3 clusters Score -1551706 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1551968.875000 Penalty: 3007.541504
	Iteration 4F: 3 clusters Score -1551969 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1552261.375000 Penalty: 3007.541504
	Iteration 5Q: 3 clusters Score -1552261 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1552571.125000 Penalty: 3007.541504
	Iteration 6F: 3 clusters Score -1552571 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1552926.875000 Penalty: 3007.541504
	Iteration 7Q: 3 clusters Score -1552927 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1553296.375000 Penalty: 3007.541504
	Iteration 8Q: 3 clusters Score -1553296 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1553661.875000 Penalty: 3007.541504
	Iteration 9Q: 3 clusters Score -1553662 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1553988.000000 Penalty: 3007.541504
	Iteration 10Q: 3 clusters Score -1553988 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1554254.500000 Penalty: 3007.541504
	Iteration 11Q: 3 clusters Score -1554254 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1554476.000000 Penalty: 3007.541504
	Iteration 12Q: 3 clusters Score -1554476 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1554706.750000 Penalty: 3007.541504
	Iteration 13Q: 3 clusters Score -1554707 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1554915.875000 Penalty: 3007.541504
	Iteration 14Q: 3 clusters Score -1554916 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1555076.375000 Penalty: 3007.541504
	Iteration 15Q: 3 clusters Score -1555076 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1555167.500000 Penalty: 3007.541504
	Iteration 16Q: 3 clusters Score -1555168 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1555210.000000 Penalty: 3007.541504
	Iteration 17Q: 3 clusters Score -1555210 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1555245.125000 Penalty: 3007.541504
	Iteration 18Q: 3 clusters Score -1555245 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1555277.125000 Penalty: 3007.541504
	Iteration 19Q: 3 clusters Score -1555277 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1555312.250000 Penalty: 3007.541504
	Iteration 20F: 3 clusters Score -1555312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1555335.625000 Penalty: 3007.541504
	Iteration 21Q: 3 clusters Score -1555336 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1555348.875000 Penalty: 3007.541504
	Iteration 22Q: 3 clusters Score -1555349 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1555366.875000 Penalty: 3007.541504
	Iteration 23Q: 3 clusters Score -1555367 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1555384.375000 Penalty: 3007.541504
	Iteration 24Q: 3 clusters Score -1555384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1555401.375000 Penalty: 3007.541504
	Iteration 25Q: 3 clusters Score -1555401 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1555411.875000 Penalty: 3007.541504
	Iteration 26Q: 3 clusters Score -1555412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1555416.125000 Penalty: 3007.541504
	Iteration 27Q: 3 clusters Score -1555416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1555423.500000 Penalty: 3007.541504
	Iteration 28Q: 3 clusters Score -1555424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1555424.625000 Penalty: 3007.541504
	Iteration 29Q: 3 clusters Score -1555425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1555433.250000 Penalty: 3007.541504
	Iteration 30Q: 3 clusters Score -1555433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1555432.500000 Penalty: 3007.541504
	Iteration 31Q: 3 clusters Score -1555432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1555430.750000 Penalty: 3007.541504
	Iteration 32Q: 3 clusters Score -1555431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1555431.375000 Penalty: 3007.541504
	Iteration 33Q: 3 clusters Score -1555431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1555431.625000 Penalty: 3007.541504
	Iteration 34Q: 3 clusters Score -1555432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1555430.500000 Penalty: 3007.541504
	Iteration 35Q: 3 clusters Score -1555430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1555430.500000 Penalty: 3007.541504
	Iteration 36F: 3 clusters Score -1555430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Entering Unmasked Estep 
Score: -2218251.750000 Penalty: 1558.064941
	Iteration 0F: 2 clusters Score -2218252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2208404.250000 Penalty: 3116.129883
	Iteration 0F: 3 clusters Score -2208404 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2211931.500000 Penalty: 3116.129883
	Iteration 1F: 3 clusters Score -2211932 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2212212.000000 Penalty: 3116.129883
	Iteration 2F: 3 clusters Score -2212212 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2212473.500000 Penalty: 3116.129883
	Iteration 3Q: 3 clusters Score -2212474 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2212740.750000 Penalty: 3116.129883
	Iteration 4Q: 3 clusters Score -2212741 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2213029.000000 Penalty: 3116.129883
	Iteration 5Q: 3 clusters Score -2213029 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2213313.500000 Penalty: 3116.129883
	Iteration 6Q: 3 clusters Score -2213314 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2213599.250000 Penalty: 3116.129883
	Iteration 7Q: 3 clusters Score -2213599 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2213900.000000 Penalty: 3116.129883
	Iteration 8Q: 3 clusters Score -2213900 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2214207.250000 Penalty: 3116.129883
	Iteration 9Q: 3 clusters Score -2214207 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2214482.750000 Penalty: 3116.129883
	Iteration 10Q: 3 clusters Score -2214483 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2214793.250000 Penalty: 3116.129883
	Iteration 11Q: 3 clusters Score -2214793 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2215093.000000 Penalty: 3116.129883
	Iteration 12Q: 3 clusters Score -2215093 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2215373.500000 Penalty: 3116.129883
	Iteration 13Q: 3 clusters Score -2215374 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2215633.500000 Penalty: 3116.129883
	Iteration 14Q: 3 clusters Score -2215634 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2215900.250000 Penalty: 3116.129883
	Iteration 15Q: 3 clusters Score -2215900 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2216131.500000 Penalty: 3116.129883
	Iteration 16Q: 3 clusters Score -2216132 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2216313.250000 Penalty: 3116.129883
	Iteration 17Q: 3 clusters Score -2216313 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2216439.750000 Penalty: 3116.129883
	Iteration 18Q: 3 clusters Score -2216440 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2216541.000000 Penalty: 3116.129883
	Iteration 19Q: 3 clusters Score -2216541 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2216613.500000 Penalty: 3116.129883
	Iteration 20F: 3 clusters Score -2216614 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2216674.750000 Penalty: 3116.129883
	Iteration 21Q: 3 clusters Score -2216675 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2216714.500000 Penalty: 3116.129883
	Iteration 22Q: 3 clusters Score -2216714 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2216755.250000 Penalty: 3116.129883
	Iteration 23Q: 3 clusters Score -2216755 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2216793.000000 Penalty: 3116.129883
	Iteration 24Q: 3 clusters Score -2216793 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2216820.500000 Penalty: 3116.129883
	Iteration 25Q: 3 clusters Score -2216820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2216847.500000 Penalty: 3116.129883
	Iteration 26Q: 3 clusters Score -2216848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2216858.000000 Penalty: 3116.129883
	Iteration 27Q: 3 clusters Score -2216858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2216867.500000 Penalty: 3116.129883
	Iteration 28Q: 3 clusters Score -2216868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2216869.500000 Penalty: 3116.129883
	Iteration 29Q: 3 clusters Score -2216870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2216877.250000 Penalty: 3116.129883
	Iteration 30Q: 3 clusters Score -2216877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2216884.250000 Penalty: 3116.129883
	Iteration 31Q: 3 clusters Score -2216884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2216891.250000 Penalty: 3116.129883
	Iteration 32Q: 3 clusters Score -2216891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2216894.500000 Penalty: 3116.129883
	Iteration 33Q: 3 clusters Score -2216894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2216896.250000 Penalty: 3116.129883
	Iteration 34Q: 3 clusters Score -2216896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2216895.000000 Penalty: 3116.129883
	Iteration 35Q: 3 clusters Score -2216895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2216895.500000 Penalty: 3116.129883
	Iteration 36Q: 3 clusters Score -2216896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2216898.500000 Penalty: 3116.129883
	Iteration 37Q: 3 clusters Score -2216898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2216906.750000 Penalty: 3116.129883
	Iteration 38Q: 3 clusters Score -2216907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2216912.750000 Penalty: 3116.129883
	Iteration 39Q: 3 clusters Score -2216913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2216914.250000 Penalty: 3116.129883
	Iteration 40F: 3 clusters Score -2216914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2216914.750000 Penalty: 3116.129883
	Iteration 41Q: 3 clusters Score -2216915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2216915.250000 Penalty: 3116.129883
	Iteration 42Q: 3 clusters Score -2216915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2216918.500000 Penalty: 3116.129883
	Iteration 43Q: 3 clusters Score -2216918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2216925.500000 Penalty: 3116.129883
	Iteration 44Q: 3 clusters Score -2216926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2216931.000000 Penalty: 3116.129883
	Iteration 45Q: 3 clusters Score -2216931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2216932.250000 Penalty: 3116.129883
	Iteration 46Q: 3 clusters Score -2216932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2216933.250000 Penalty: 3116.129883
	Iteration 47Q: 3 clusters Score -2216933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2216938.250000 Penalty: 3116.129883
	Iteration 48Q: 3 clusters Score -2216938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2216939.500000 Penalty: 3116.129883
	Iteration 49Q: 3 clusters Score -2216940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2216944.500000 Penalty: 3116.129883
	Iteration 50Q: 3 clusters Score -2216944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2216949.250000 Penalty: 3116.129883
	Iteration 51Q: 3 clusters Score -2216949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2216947.500000 Penalty: 3116.129883
	Iteration 52Q: 3 clusters Score -2216948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2216949.250000 Penalty: 3116.129883
	Iteration 53Q: 3 clusters Score -2216949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2216950.250000 Penalty: 3116.129883
	Iteration 54Q: 3 clusters Score -2216950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2216950.750000 Penalty: 3116.129883
	Iteration 55Q: 3 clusters Score -2216951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2216956.000000 Penalty: 3116.129883
	Iteration 56Q: 3 clusters Score -2216956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2216960.000000 Penalty: 3116.129883
	Iteration 57Q: 3 clusters Score -2216960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2216959.250000 Penalty: 3116.129883
	Iteration 58Q: 3 clusters Score -2216959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2216962.750000 Penalty: 3116.129883
	Iteration 59Q: 3 clusters Score -2216963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2216961.000000 Penalty: 3116.129883
	Iteration 60F: 3 clusters Score -2216961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Entering Unmasked Estep 
Score: -938491.000000 Penalty: 1431.335693
	Iteration 0F: 2 clusters Score -938491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -933487.250000 Penalty: 2862.671387
	Iteration 0F: 3 clusters Score -933487.2 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -935134.687500 Penalty: 2862.671387
	Iteration 1F: 3 clusters Score -935134.7 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -935467.812500 Penalty: 2862.671387
	Iteration 2F: 3 clusters Score -935467.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -935747.187500 Penalty: 2862.671387
	Iteration 3F: 3 clusters Score -935747.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -936022.625000 Penalty: 2862.671387
	Iteration 4F: 3 clusters Score -936022.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -936244.625000 Penalty: 2862.671387
	Iteration 5F: 3 clusters Score -936244.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -936484.625000 Penalty: 2862.671387
	Iteration 6Q: 3 clusters Score -936484.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -936685.250000 Penalty: 2862.671387
	Iteration 7Q: 3 clusters Score -936685.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -936846.437500 Penalty: 2862.671387
	Iteration 8Q: 3 clusters Score -936846.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -936987.250000 Penalty: 2862.671387
	Iteration 9Q: 3 clusters Score -936987.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -937122.000000 Penalty: 2862.671387
	Iteration 10Q: 3 clusters Score -937122 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -937243.000000 Penalty: 2862.671387
	Iteration 11Q: 3 clusters Score -937243 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -937365.687500 Penalty: 2862.671387
	Iteration 12Q: 3 clusters Score -937365.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -937483.687500 Penalty: 2862.671387
	Iteration 13Q: 3 clusters Score -937483.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -937609.562500 Penalty: 2862.671387
	Iteration 14Q: 3 clusters Score -937609.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -937727.375000 Penalty: 2862.671387
	Iteration 15Q: 3 clusters Score -937727.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -937786.875000 Penalty: 2862.671387
	Iteration 16Q: 3 clusters Score -937786.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -937829.875000 Penalty: 2862.671387
	Iteration 17Q: 3 clusters Score -937829.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -937862.187500 Penalty: 2862.671387
	Iteration 18Q: 3 clusters Score -937862.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -937881.000000 Penalty: 2862.671387
	Iteration 19Q: 3 clusters Score -937881 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -937889.250000 Penalty: 2862.671387
	Iteration 20F: 3 clusters Score -937889.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -937895.437500 Penalty: 2862.671387
	Iteration 21Q: 3 clusters Score -937895.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -937896.562500 Penalty: 2862.671387
	Iteration 22Q: 3 clusters Score -937896.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -937900.000000 Penalty: 2862.671387
	Iteration 23Q: 3 clusters Score -937900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -937902.812500 Penalty: 2862.671387
	Iteration 24Q: 3 clusters Score -937902.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -937903.687500 Penalty: 2862.671387
	Iteration 25Q: 3 clusters Score -937903.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -937905.562500 Penalty: 2862.671387
	Iteration 26Q: 3 clusters Score -937905.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -937907.187500 Penalty: 2862.671387
	Iteration 27Q: 3 clusters Score -937907.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -937909.187500 Penalty: 2862.671387
	Iteration 28Q: 3 clusters Score -937909.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -937908.437500 Penalty: 2862.671387
	Iteration 29Q: 3 clusters Score -937908.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -937911.625000 Penalty: 2862.671387
	Iteration 30Q: 3 clusters Score -937911.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -937911.500000 Penalty: 2862.671387
	Iteration 31Q: 3 clusters Score -937911.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -937912.500000 Penalty: 2862.671387
	Iteration 32Q: 3 clusters Score -937912.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -937913.875000 Penalty: 2862.671387
	Iteration 33Q: 3 clusters Score -937913.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -937916.812500 Penalty: 2862.671387
	Iteration 34Q: 3 clusters Score -937916.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -937919.187500 Penalty: 2862.671387
	Iteration 35Q: 3 clusters Score -937919.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -937921.875000 Penalty: 2862.671387
	Iteration 36Q: 3 clusters Score -937921.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -937928.375000 Penalty: 2862.671387
	Iteration 37Q: 3 clusters Score -937928.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -937935.875000 Penalty: 2862.671387
	Iteration 38Q: 3 clusters Score -937935.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -937942.937500 Penalty: 2862.671387
	Iteration 39Q: 3 clusters Score -937942.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -937949.875000 Penalty: 2862.671387
	Iteration 40F: 3 clusters Score -937949.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -937953.375000 Penalty: 2862.671387
	Iteration 41Q: 3 clusters Score -937953.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -937956.312500 Penalty: 2862.671387
	Iteration 42Q: 3 clusters Score -937956.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -937959.062500 Penalty: 2862.671387
	Iteration 43Q: 3 clusters Score -937959.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -937961.812500 Penalty: 2862.671387
	Iteration 44Q: 3 clusters Score -937961.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -937966.062500 Penalty: 2862.671387
	Iteration 45Q: 3 clusters Score -937966.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -937969.562500 Penalty: 2862.671387
	Iteration 46Q: 3 clusters Score -937969.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -937970.500000 Penalty: 2862.671387
	Iteration 47Q: 3 clusters Score -937970.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -937976.937500 Penalty: 2862.671387
	Iteration 48Q: 3 clusters Score -937976.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -937979.562500 Penalty: 2862.671387
	Iteration 49Q: 3 clusters Score -937979.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -937983.250000 Penalty: 2862.671387
	Iteration 50Q: 3 clusters Score -937983.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -937984.687500 Penalty: 2862.671387
	Iteration 51Q: 3 clusters Score -937984.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -937988.375000 Penalty: 2862.671387
	Iteration 52Q: 3 clusters Score -937988.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -937989.500000 Penalty: 2862.671387
	Iteration 53Q: 3 clusters Score -937989.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -937990.625000 Penalty: 2862.671387
	Iteration 54Q: 3 clusters Score -937990.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -937991.750000 Penalty: 2862.671387
	Iteration 55Q: 3 clusters Score -937991.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -937992.312500 Penalty: 2862.671387
	Iteration 56Q: 3 clusters Score -937992.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -937993.125000 Penalty: 2862.671387
	Iteration 57Q: 3 clusters Score -937993.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -937993.562500 Penalty: 2862.671387
	Iteration 58Q: 3 clusters Score -937993.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -937994.250000 Penalty: 2862.671387
	Iteration 59Q: 3 clusters Score -937994.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -937995.625000 Penalty: 2862.671387
	Iteration 60F: 3 clusters Score -937995.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -937995.875000 Penalty: 2862.671387
	Iteration 61Q: 3 clusters Score -937995.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -937999.562500 Penalty: 2862.671387
	Iteration 62Q: 3 clusters Score -937999.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -937997.687500 Penalty: 2862.671387
	Iteration 63Q: 3 clusters Score -937997.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -938001.375000 Penalty: 2862.671387
	Iteration 64Q: 3 clusters Score -938001.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -938004.062500 Penalty: 2862.671387
	Iteration 65Q: 3 clusters Score -938004.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -938005.875000 Penalty: 2862.671387
	Iteration 66Q: 3 clusters Score -938005.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -938008.812500 Penalty: 2862.671387
	Iteration 67Q: 3 clusters Score -938008.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -938010.937500 Penalty: 2862.671387
	Iteration 68Q: 3 clusters Score -938010.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -938013.562500 Penalty: 2862.671387
	Iteration 69Q: 3 clusters Score -938013.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -938015.375000 Penalty: 2862.671387
	Iteration 70Q: 3 clusters Score -938015.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -938018.187500 Penalty: 2862.671387
	Iteration 71Q: 3 clusters Score -938018.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -938022.937500 Penalty: 2862.671387
	Iteration 72Q: 3 clusters Score -938022.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -938024.625000 Penalty: 2862.671387
	Iteration 73Q: 3 clusters Score -938024.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -938023.937500 Penalty: 2862.671387
	Iteration 74Q: 3 clusters Score -938023.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -938026.437500 Penalty: 2862.671387
	Iteration 75Q: 3 clusters Score -938026.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -938028.875000 Penalty: 2862.671387
	Iteration 76Q: 3 clusters Score -938028.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -938029.500000 Penalty: 2862.671387
	Iteration 77Q: 3 clusters Score -938029.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -938032.000000 Penalty: 2862.671387
	Iteration 78Q: 3 clusters Score -938032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -938034.562500 Penalty: 2862.671387
	Iteration 79Q: 3 clusters Score -938034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -938032.062500 Penalty: 2862.671387
	Iteration 80F: 3 clusters Score -938032.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -938032.750000 Penalty: 2862.671387
	Iteration 81Q: 3 clusters Score -938032.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -938031.937500 Penalty: 2862.671387
	Iteration 82Q: 3 clusters Score -938031.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -938031.937500 Penalty: 2862.671387
	Iteration 83F: 3 clusters Score -938031.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -108245.664062 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -108245.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -106990.335938 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -106990.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -107213.796875 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -107213.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -107401.007812 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -107401 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -107588.562500 Penalty: 2167.174072
	Iteration 3F: 3 clusters Score -107588.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -107817.289062 Penalty: 2167.174072
	Iteration 4F: 3 clusters Score -107817.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -108011.593750 Penalty: 2167.174072
	Iteration 5F: 3 clusters Score -108011.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -108186.203125 Penalty: 2167.174072
	Iteration 6F: 3 clusters Score -108186.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -108361.000000 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -108361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -108484.718750 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -108484.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -108496.015625 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -108496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -108499.617188 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -108499.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -108501.578125 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -108501.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -108502.375000 Penalty: 2167.174072
	Iteration 12Q: 3 clusters Score -108502.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -108502.375000 Penalty: 2167.174072
	Iteration 13F: 3 clusters Score -108502.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7766 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24813 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5080 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12824 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6551 members 
Mstep: Class 37 contains 9492 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 14963 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20274 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2204 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13638 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15599 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22473 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Mstep: Class 86 contains 311 members 
Entering Unmasked Estep 
Score: -85934992.000000 Penalty: 185964.312500
Splitting cluster 7 changes total score from -85935760.000000 to -85934992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (31437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Entering Unmasked Estep 
Score: -4776828.500000 Penalty: 1682.807861
	Iteration 0F: 2 clusters Score -4776828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -4758259.500000 Penalty: 3365.615723
	Iteration 0F: 3 clusters Score -4758260 nChanged 14426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -4766331.000000 Penalty: 3365.615723
	Iteration 1F: 3 clusters Score -4766331 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -4766719.000000 Penalty: 3365.615723
	Iteration 2Q: 3 clusters Score -4766719 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -4767163.000000 Penalty: 3365.615723
	Iteration 3Q: 3 clusters Score -4767163 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -4767609.000000 Penalty: 3365.615723
	Iteration 4Q: 3 clusters Score -4767609 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -4768095.000000 Penalty: 3365.615723
	Iteration 5Q: 3 clusters Score -4768095 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -4768723.500000 Penalty: 3365.615723
	Iteration 6Q: 3 clusters Score -4768724 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -4769487.500000 Penalty: 3365.615723
	Iteration 7F: 3 clusters Score -4769488 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -4770392.500000 Penalty: 3365.615723
	Iteration 8F: 3 clusters Score -4770392 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -4771295.500000 Penalty: 3365.615723
	Iteration 9F: 3 clusters Score -4771296 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -4772192.500000 Penalty: 3365.615723
	Iteration 10F: 3 clusters Score -4772192 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -4772980.000000 Penalty: 3365.615723
	Iteration 11Q: 3 clusters Score -4772980 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -4773424.500000 Penalty: 3365.615723
	Iteration 12Q: 3 clusters Score -4773424 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -4773658.500000 Penalty: 3365.615723
	Iteration 13Q: 3 clusters Score -4773658 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -4773716.500000 Penalty: 3365.615723
	Iteration 14Q: 3 clusters Score -4773716 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -4773746.000000 Penalty: 3365.615723
	Iteration 15Q: 3 clusters Score -4773746 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -4773757.500000 Penalty: 3365.615723
	Iteration 16Q: 3 clusters Score -4773758 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -4773768.500000 Penalty: 3365.615723
	Iteration 17Q: 3 clusters Score -4773768 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -4773770.000000 Penalty: 3365.615723
	Iteration 18Q: 3 clusters Score -4773770 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -4773779.000000 Penalty: 3365.615723
	Iteration 19Q: 3 clusters Score -4773779 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -4773788.000000 Penalty: 3365.615723
	Iteration 20F: 3 clusters Score -4773788 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -4773784.500000 Penalty: 3365.615723
	Iteration 21Q: 3 clusters Score -4773784 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -4773791.000000 Penalty: 3365.615723
	Iteration 22Q: 3 clusters Score -4773791 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -4773794.500000 Penalty: 3365.615723
	Iteration 23Q: 3 clusters Score -4773794 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -4773775.000000 Penalty: 3365.615723
	Iteration 24Q: 3 clusters Score -4773775 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -4773769.500000 Penalty: 3365.615723
	Iteration 25Q: 3 clusters Score -4773770 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -4773780.500000 Penalty: 3365.615723
	Iteration 26Q: 3 clusters Score -4773780 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -4773789.000000 Penalty: 3365.615723
	Iteration 27Q: 3 clusters Score -4773789 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -4773803.000000 Penalty: 3365.615723
	Iteration 28Q: 3 clusters Score -4773803 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -4773818.500000 Penalty: 3365.615723
	Iteration 29Q: 3 clusters Score -4773818 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -4773847.500000 Penalty: 3365.615723
	Iteration 30Q: 3 clusters Score -4773848 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -4773862.500000 Penalty: 3365.615723
	Iteration 31Q: 3 clusters Score -4773862 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -4773884.500000 Penalty: 3365.615723
	Iteration 32Q: 3 clusters Score -4773884 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -4773898.000000 Penalty: 3365.615723
	Iteration 33Q: 3 clusters Score -4773898 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -4773902.500000 Penalty: 3365.615723
	Iteration 34Q: 3 clusters Score -4773902 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -4773893.500000 Penalty: 3365.615723
	Iteration 35Q: 3 clusters Score -4773894 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -4773903.000000 Penalty: 3365.615723
	Iteration 36Q: 3 clusters Score -4773903 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -4773894.000000 Penalty: 3365.615723
	Iteration 37Q: 3 clusters Score -4773894 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -4773910.000000 Penalty: 3365.615723
	Iteration 38Q: 3 clusters Score -4773910 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -4773913.000000 Penalty: 3365.615723
	Iteration 39Q: 3 clusters Score -4773913 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -4773923.000000 Penalty: 3365.615723
	Iteration 40F: 3 clusters Score -4773923 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -4773934.000000 Penalty: 3365.615723
	Iteration 41Q: 3 clusters Score -4773934 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -4773940.500000 Penalty: 3365.615723
	Iteration 42Q: 3 clusters Score -4773940 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -4773950.500000 Penalty: 3365.615723
	Iteration 43Q: 3 clusters Score -4773950 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -4773954.500000 Penalty: 3365.615723
	Iteration 44Q: 3 clusters Score -4773954 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -4773967.000000 Penalty: 3365.615723
	Iteration 45Q: 3 clusters Score -4773967 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -4773967.000000 Penalty: 3365.615723
	Iteration 46Q: 3 clusters Score -4773967 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -4773980.000000 Penalty: 3365.615723
	Iteration 47Q: 3 clusters Score -4773980 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -4773981.500000 Penalty: 3365.615723
	Iteration 48Q: 3 clusters Score -4773982 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -4773982.500000 Penalty: 3365.615723
	Iteration 49Q: 3 clusters Score -4773982 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -4773993.500000 Penalty: 3365.615723
	Iteration 50Q: 3 clusters Score -4773994 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -4774023.500000 Penalty: 3365.615723
	Iteration 51Q: 3 clusters Score -4774024 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -4774029.000000 Penalty: 3365.615723
	Iteration 52Q: 3 clusters Score -4774029 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -4774047.000000 Penalty: 3365.615723
	Iteration 53Q: 3 clusters Score -4774047 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -4774063.500000 Penalty: 3365.615723
	Iteration 54Q: 3 clusters Score -4774064 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -4774067.500000 Penalty: 3365.615723
	Iteration 55Q: 3 clusters Score -4774068 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -4774077.500000 Penalty: 3365.615723
	Iteration 56Q: 3 clusters Score -4774078 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -4774080.000000 Penalty: 3365.615723
	Iteration 57Q: 3 clusters Score -4774080 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -4774094.000000 Penalty: 3365.615723
	Iteration 58Q: 3 clusters Score -4774094 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -4774122.500000 Penalty: 3365.615723
	Iteration 59Q: 3 clusters Score -4774122 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -4774128.500000 Penalty: 3365.615723
	Iteration 60F: 3 clusters Score -4774128 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -4774169.500000 Penalty: 3365.615723
	Iteration 61Q: 3 clusters Score -4774170 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -4774190.500000 Penalty: 3365.615723
	Iteration 62Q: 3 clusters Score -4774190 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -4774214.000000 Penalty: 3365.615723
	Iteration 63Q: 3 clusters Score -4774214 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -4774242.000000 Penalty: 3365.615723
	Iteration 64Q: 3 clusters Score -4774242 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -4774266.000000 Penalty: 3365.615723
	Iteration 65Q: 3 clusters Score -4774266 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -4774312.500000 Penalty: 3365.615723
	Iteration 66Q: 3 clusters Score -4774312 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -4774337.000000 Penalty: 3365.615723
	Iteration 67Q: 3 clusters Score -4774337 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -4774369.500000 Penalty: 3365.615723
	Iteration 68Q: 3 clusters Score -4774370 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -4774402.000000 Penalty: 3365.615723
	Iteration 69Q: 3 clusters Score -4774402 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -4774423.000000 Penalty: 3365.615723
	Iteration 70Q: 3 clusters Score -4774423 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -4774475.000000 Penalty: 3365.615723
	Iteration 71Q: 3 clusters Score -4774475 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -4774487.500000 Penalty: 3365.615723
	Iteration 72Q: 3 clusters Score -4774488 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -4774528.000000 Penalty: 3365.615723
	Iteration 73Q: 3 clusters Score -4774528 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -4774568.500000 Penalty: 3365.615723
	Iteration 74Q: 3 clusters Score -4774568 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -4774596.500000 Penalty: 3365.615723
	Iteration 75Q: 3 clusters Score -4774596 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -4774660.500000 Penalty: 3365.615723
	Iteration 76Q: 3 clusters Score -4774660 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -4774703.500000 Penalty: 3365.615723
	Iteration 77Q: 3 clusters Score -4774704 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -4774746.000000 Penalty: 3365.615723
	Iteration 78Q: 3 clusters Score -4774746 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -4774784.000000 Penalty: 3365.615723
	Iteration 79Q: 3 clusters Score -4774784 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -4774818.000000 Penalty: 3365.615723
	Iteration 80F: 3 clusters Score -4774818 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -4774849.000000 Penalty: 3365.615723
	Iteration 81Q: 3 clusters Score -4774849 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -4774932.500000 Penalty: 3365.615723
	Iteration 82Q: 3 clusters Score -4774932 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -4774963.000000 Penalty: 3365.615723
	Iteration 83Q: 3 clusters Score -4774963 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -4775027.000000 Penalty: 3365.615723
	Iteration 84Q: 3 clusters Score -4775027 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -4775083.500000 Penalty: 3365.615723
	Iteration 85Q: 3 clusters Score -4775084 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -4775129.500000 Penalty: 3365.615723
	Iteration 86Q: 3 clusters Score -4775130 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -4775168.500000 Penalty: 3365.615723
	Iteration 87Q: 3 clusters Score -4775168 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -4775193.500000 Penalty: 3365.615723
	Iteration 88Q: 3 clusters Score -4775194 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -4775232.500000 Penalty: 3365.615723
	Iteration 89Q: 3 clusters Score -4775232 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -4775248.500000 Penalty: 3365.615723
	Iteration 90Q: 3 clusters Score -4775248 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -4775279.500000 Penalty: 3365.615723
	Iteration 91Q: 3 clusters Score -4775280 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -4775312.500000 Penalty: 3365.615723
	Iteration 92Q: 3 clusters Score -4775312 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -4775334.500000 Penalty: 3365.615723
	Iteration 93Q: 3 clusters Score -4775334 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -4775351.000000 Penalty: 3365.615723
	Iteration 94Q: 3 clusters Score -4775351 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -4775369.500000 Penalty: 3365.615723
	Iteration 95Q: 3 clusters Score -4775370 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -4775371.500000 Penalty: 3365.615723
	Iteration 96Q: 3 clusters Score -4775372 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -4775379.500000 Penalty: 3365.615723
	Iteration 97Q: 3 clusters Score -4775380 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -4775387.500000 Penalty: 3365.615723
	Iteration 98Q: 3 clusters Score -4775388 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -4775402.000000 Penalty: 3365.615723
	Iteration 99Q: 3 clusters Score -4775402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -4775411.000000 Penalty: 3365.615723
	Iteration 100F: 3 clusters Score -4775411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -4775415.000000 Penalty: 3365.615723
	Iteration 101Q: 3 clusters Score -4775415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -4775414.000000 Penalty: 3365.615723
	Iteration 102Q: 3 clusters Score -4775414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -4775410.000000 Penalty: 3365.615723
	Iteration 103Q: 3 clusters Score -4775410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -4775414.500000 Penalty: 3365.615723
	Iteration 104Q: 3 clusters Score -4775414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -4775414.500000 Penalty: 3365.615723
	Iteration 105Q: 3 clusters Score -4775414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -4775416.000000 Penalty: 3365.615723
	Iteration 106Q: 3 clusters Score -4775416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -4775423.500000 Penalty: 3365.615723
	Iteration 107Q: 3 clusters Score -4775424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -4775424.000000 Penalty: 3365.615723
	Iteration 108Q: 3 clusters Score -4775424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -4775421.000000 Penalty: 3365.615723
	Iteration 109Q: 3 clusters Score -4775421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -4775422.000000 Penalty: 3365.615723
	Iteration 110Q: 3 clusters Score -4775422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -4775422.000000 Penalty: 3365.615723
	Iteration 111Q: 3 clusters Score -4775422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -4775423.500000 Penalty: 3365.615723
	Iteration 112Q: 3 clusters Score -4775424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -4775429.000000 Penalty: 3365.615723
	Iteration 113Q: 3 clusters Score -4775429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -4775428.000000 Penalty: 3365.615723
	Iteration 114Q: 3 clusters Score -4775428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -4775433.500000 Penalty: 3365.615723
	Iteration 115Q: 3 clusters Score -4775434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -4775439.500000 Penalty: 3365.615723
	Iteration 116Q: 3 clusters Score -4775440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -4775441.000000 Penalty: 3365.615723
	Iteration 117Q: 3 clusters Score -4775441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -4775441.000000 Penalty: 3365.615723
	Iteration 118Q: 3 clusters Score -4775441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -4775445.500000 Penalty: 3365.615723
	Iteration 119Q: 3 clusters Score -4775446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -4775443.500000 Penalty: 3365.615723
	Iteration 120F: 3 clusters Score -4775444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -4775450.500000 Penalty: 3365.615723
	Iteration 121Q: 3 clusters Score -4775450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -4775451.500000 Penalty: 3365.615723
	Iteration 122Q: 3 clusters Score -4775452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -4775463.500000 Penalty: 3365.615723
	Iteration 123Q: 3 clusters Score -4775464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -4775465.000000 Penalty: 3365.615723
	Iteration 124Q: 3 clusters Score -4775465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -4775469.000000 Penalty: 3365.615723
	Iteration 125Q: 3 clusters Score -4775469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -4775462.500000 Penalty: 3365.615723
	Iteration 126Q: 3 clusters Score -4775462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -4775463.000000 Penalty: 3365.615723
	Iteration 127Q: 3 clusters Score -4775463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -4775459.500000 Penalty: 3365.615723
	Iteration 128Q: 3 clusters Score -4775460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -4775462.500000 Penalty: 3365.615723
	Iteration 129Q: 3 clusters Score -4775462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -4775461.500000 Penalty: 3365.615723
	Iteration 130Q: 3 clusters Score -4775462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -4775463.500000 Penalty: 3365.615723
	Iteration 131Q: 3 clusters Score -4775464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -4775463.500000 Penalty: 3365.615723
	Iteration 132F: 3 clusters Score -4775464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -133104.421875 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -133104.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -131690.343750 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -131690.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -132104.890625 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -132104.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -132228.656250 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -132228.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -132305.781250 Penalty: 2276.586670
	Iteration 3Q: 3 clusters Score -132305.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -132352.703125 Penalty: 2276.586670
	Iteration 4Q: 3 clusters Score -132352.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -132397.218750 Penalty: 2276.586670
	Iteration 5Q: 3 clusters Score -132397.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -132426.812500 Penalty: 2276.586670
	Iteration 6Q: 3 clusters Score -132426.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -132455.609375 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -132455.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -132507.484375 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -132507.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -132551.921875 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -132551.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -132572.859375 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -132572.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -132582.828125 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -132582.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -132590.281250 Penalty: 2276.586670
	Iteration 12Q: 3 clusters Score -132590.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -132593.656250 Penalty: 2276.586670
	Iteration 13Q: 3 clusters Score -132593.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -132595.093750 Penalty: 2276.586670
	Iteration 14Q: 3 clusters Score -132595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -132595.921875 Penalty: 2276.586670
	Iteration 15Q: 3 clusters Score -132595.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -132597.156250 Penalty: 2276.586670
	Iteration 16Q: 3 clusters Score -132597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -132597.546875 Penalty: 2276.586670
	Iteration 17Q: 3 clusters Score -132597.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -132598.593750 Penalty: 2276.586670
	Iteration 18Q: 3 clusters Score -132598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -132599.078125 Penalty: 2276.586670
	Iteration 19Q: 3 clusters Score -132599.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -132599.078125 Penalty: 2276.586670
	Iteration 20F: 3 clusters Score -132599.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -221198.218750 Penalty: 1211.109619
	Iteration 0F: 2 clusters Score -221198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -219291.406250 Penalty: 2422.219238
	Iteration 0F: 3 clusters Score -219291.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -219676.046875 Penalty: 2422.219238
	Iteration 1F: 3 clusters Score -219676 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -219782.640625 Penalty: 2422.219238
	Iteration 2F: 3 clusters Score -219782.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -219856.093750 Penalty: 2422.219238
	Iteration 3Q: 3 clusters Score -219856.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -219924.796875 Penalty: 2422.219238
	Iteration 4Q: 3 clusters Score -219924.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -220002.515625 Penalty: 2422.219238
	Iteration 5Q: 3 clusters Score -220002.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -220078.515625 Penalty: 2422.219238
	Iteration 6Q: 3 clusters Score -220078.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -220138.828125 Penalty: 2422.219238
	Iteration 7Q: 3 clusters Score -220138.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -220212.859375 Penalty: 2422.219238
	Iteration 8Q: 3 clusters Score -220212.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -220277.546875 Penalty: 2422.219238
	Iteration 9Q: 3 clusters Score -220277.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -220340.796875 Penalty: 2422.219238
	Iteration 10Q: 3 clusters Score -220340.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -220373.312500 Penalty: 2422.219238
	Iteration 11Q: 3 clusters Score -220373.3 nChanged 34
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: -220400.750000 Penalty: 2422.219238
	Iteration 12Q: 3 clusters Score -220400.8 nChanged 26
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: -220423.515625 Penalty: 2422.219238
	Iteration 13Q: 3 clusters Score -220423.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -220439.015625 Penalty: 2422.219238
	Iteration 14Q: 3 clusters Score -220439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -220451.156250 Penalty: 2422.219238
	Iteration 15Q: 3 clusters Score -220451.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -220465.031250 Penalty: 2422.219238
	Iteration 16Q: 3 clusters Score -220465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -220479.234375 Penalty: 2422.219238
	Iteration 17Q: 3 clusters Score -220479.2 nChanged 17
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: -220489.437500 Penalty: 2422.219238
	Iteration 18Q: 3 clusters Score -220489.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -220493.000000 Penalty: 2422.219238
	Iteration 19Q: 3 clusters Score -220493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -220495.343750 Penalty: 2422.219238
	Iteration 20F: 3 clusters Score -220495.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -220497.796875 Penalty: 2422.219238
	Iteration 21Q: 3 clusters Score -220497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -220500.218750 Penalty: 2422.219238
	Iteration 22Q: 3 clusters Score -220500.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -220503.750000 Penalty: 2422.219238
	Iteration 23Q: 3 clusters Score -220503.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -220504.875000 Penalty: 2422.219238
	Iteration 24Q: 3 clusters Score -220504.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -220504.875000 Penalty: 2422.219238
	Iteration 25F: 3 clusters Score -220504.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Entering Unmasked Estep 
Score: -838245.687500 Penalty: 1415.395264
	Iteration 0F: 2 clusters Score -838245.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -833625.000000 Penalty: 2830.790527
	Iteration 0F: 3 clusters Score -833625 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -835037.062500 Penalty: 2830.790527
	Iteration 1F: 3 clusters Score -835037.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -835240.687500 Penalty: 2830.790527
	Iteration 2F: 3 clusters Score -835240.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -835381.312500 Penalty: 2830.790527
	Iteration 3F: 3 clusters Score -835381.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -835477.250000 Penalty: 2830.790527
	Iteration 4Q: 3 clusters Score -835477.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -835570.000000 Penalty: 2830.790527
	Iteration 5Q: 3 clusters Score -835570 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -835662.062500 Penalty: 2830.790527
	Iteration 6Q: 3 clusters Score -835662.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -835743.875000 Penalty: 2830.790527
	Iteration 7Q: 3 clusters Score -835743.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -835844.375000 Penalty: 2830.790527
	Iteration 8Q: 3 clusters Score -835844.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -835973.062500 Penalty: 2830.790527
	Iteration 9Q: 3 clusters Score -835973.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -836090.500000 Penalty: 2830.790527
	Iteration 10Q: 3 clusters Score -836090.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -836219.687500 Penalty: 2830.790527
	Iteration 11Q: 3 clusters Score -836219.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -836356.562500 Penalty: 2830.790527
	Iteration 12Q: 3 clusters Score -836356.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -836486.750000 Penalty: 2830.790527
	Iteration 13Q: 3 clusters Score -836486.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -836600.812500 Penalty: 2830.790527
	Iteration 14Q: 3 clusters Score -836600.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -836690.437500 Penalty: 2830.790527
	Iteration 15Q: 3 clusters Score -836690.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -836774.625000 Penalty: 2830.790527
	Iteration 16Q: 3 clusters Score -836774.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -836840.687500 Penalty: 2830.790527
	Iteration 17Q: 3 clusters Score -836840.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -836872.500000 Penalty: 2830.790527
	Iteration 18Q: 3 clusters Score -836872.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -836896.687500 Penalty: 2830.790527
	Iteration 19Q: 3 clusters Score -836896.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -836923.187500 Penalty: 2830.790527
	Iteration 20F: 3 clusters Score -836923.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -836937.125000 Penalty: 2830.790527
	Iteration 21Q: 3 clusters Score -836937.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -836953.375000 Penalty: 2830.790527
	Iteration 22Q: 3 clusters Score -836953.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -836961.875000 Penalty: 2830.790527
	Iteration 23Q: 3 clusters Score -836961.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -836974.875000 Penalty: 2830.790527
	Iteration 24Q: 3 clusters Score -836974.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -836985.125000 Penalty: 2830.790527
	Iteration 25Q: 3 clusters Score -836985.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -836991.937500 Penalty: 2830.790527
	Iteration 26Q: 3 clusters Score -836991.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -836998.062500 Penalty: 2830.790527
	Iteration 27Q: 3 clusters Score -836998.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -837002.500000 Penalty: 2830.790527
	Iteration 28Q: 3 clusters Score -837002.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -837007.687500 Penalty: 2830.790527
	Iteration 29Q: 3 clusters Score -837007.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -837011.500000 Penalty: 2830.790527
	Iteration 30Q: 3 clusters Score -837011.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -837014.625000 Penalty: 2830.790527
	Iteration 31Q: 3 clusters Score -837014.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -837020.187500 Penalty: 2830.790527
	Iteration 32Q: 3 clusters Score -837020.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -837029.937500 Penalty: 2830.790527
	Iteration 33Q: 3 clusters Score -837029.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -837033.500000 Penalty: 2830.790527
	Iteration 34Q: 3 clusters Score -837033.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -837036.062500 Penalty: 2830.790527
	Iteration 35Q: 3 clusters Score -837036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -837037.500000 Penalty: 2830.790527
	Iteration 36Q: 3 clusters Score -837037.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -837039.437500 Penalty: 2830.790527
	Iteration 37Q: 3 clusters Score -837039.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -837039.437500 Penalty: 2830.790527
	Iteration 38F: 3 clusters Score -837039.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Entering Unmasked Estep 
Score: -1151330.875000 Penalty: 1455.595581
	Iteration 0F: 2 clusters Score -1151331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1145548.875000 Penalty: 2911.191162
	Iteration 0F: 3 clusters Score -1145549 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1147319.000000 Penalty: 2911.191162
	Iteration 1F: 3 clusters Score -1147319 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1147541.875000 Penalty: 2911.191162
	Iteration 2F: 3 clusters Score -1147542 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1147704.875000 Penalty: 2911.191162
	Iteration 3Q: 3 clusters Score -1147705 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1147827.000000 Penalty: 2911.191162
	Iteration 4Q: 3 clusters Score -1147827 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1147918.875000 Penalty: 2911.191162
	Iteration 5Q: 3 clusters Score -1147919 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1147999.375000 Penalty: 2911.191162
	Iteration 6Q: 3 clusters Score -1147999 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1148077.000000 Penalty: 2911.191162
	Iteration 7Q: 3 clusters Score -1148077 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1148157.250000 Penalty: 2911.191162
	Iteration 8Q: 3 clusters Score -1148157 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1148217.500000 Penalty: 2911.191162
	Iteration 9Q: 3 clusters Score -1148218 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1148273.125000 Penalty: 2911.191162
	Iteration 10Q: 3 clusters Score -1148273 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1148325.750000 Penalty: 2911.191162
	Iteration 11Q: 3 clusters Score -1148326 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1148372.750000 Penalty: 2911.191162
	Iteration 12Q: 3 clusters Score -1148373 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1148406.125000 Penalty: 2911.191162
	Iteration 13Q: 3 clusters Score -1148406 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1148441.000000 Penalty: 2911.191162
	Iteration 14Q: 3 clusters Score -1148441 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1148468.500000 Penalty: 2911.191162
	Iteration 15Q: 3 clusters Score -1148468 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1148489.625000 Penalty: 2911.191162
	Iteration 16Q: 3 clusters Score -1148490 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1148506.875000 Penalty: 2911.191162
	Iteration 17Q: 3 clusters Score -1148507 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1148528.375000 Penalty: 2911.191162
	Iteration 18Q: 3 clusters Score -1148528 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1148541.625000 Penalty: 2911.191162
	Iteration 19Q: 3 clusters Score -1148542 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1148556.625000 Penalty: 2911.191162
	Iteration 20F: 3 clusters Score -1148557 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1148574.000000 Penalty: 2911.191162
	Iteration 21Q: 3 clusters Score -1148574 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1148589.875000 Penalty: 2911.191162
	Iteration 22Q: 3 clusters Score -1148590 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1148605.125000 Penalty: 2911.191162
	Iteration 23Q: 3 clusters Score -1148605 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1148622.000000 Penalty: 2911.191162
	Iteration 24Q: 3 clusters Score -1148622 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1148641.750000 Penalty: 2911.191162
	Iteration 25Q: 3 clusters Score -1148642 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1148660.000000 Penalty: 2911.191162
	Iteration 26Q: 3 clusters Score -1148660 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1148676.625000 Penalty: 2911.191162
	Iteration 27Q: 3 clusters Score -1148677 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1148693.125000 Penalty: 2911.191162
	Iteration 28Q: 3 clusters Score -1148693 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1148709.875000 Penalty: 2911.191162
	Iteration 29Q: 3 clusters Score -1148710 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1148729.250000 Penalty: 2911.191162
	Iteration 30Q: 3 clusters Score -1148729 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1148744.250000 Penalty: 2911.191162
	Iteration 31Q: 3 clusters Score -1148744 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1148762.250000 Penalty: 2911.191162
	Iteration 32Q: 3 clusters Score -1148762 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1148787.125000 Penalty: 2911.191162
	Iteration 33Q: 3 clusters Score -1148787 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1148803.750000 Penalty: 2911.191162
	Iteration 34Q: 3 clusters Score -1148804 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1148834.250000 Penalty: 2911.191162
	Iteration 35Q: 3 clusters Score -1148834 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1148868.625000 Penalty: 2911.191162
	Iteration 36Q: 3 clusters Score -1148869 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1148909.500000 Penalty: 2911.191162
	Iteration 37Q: 3 clusters Score -1148910 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1148968.375000 Penalty: 2911.191162
	Iteration 38Q: 3 clusters Score -1148968 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1149039.750000 Penalty: 2911.191162
	Iteration 39Q: 3 clusters Score -1149040 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1149105.875000 Penalty: 2911.191162
	Iteration 40F: 3 clusters Score -1149106 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1149181.750000 Penalty: 2911.191162
	Iteration 41Q: 3 clusters Score -1149182 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1149259.875000 Penalty: 2911.191162
	Iteration 42Q: 3 clusters Score -1149260 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1149337.625000 Penalty: 2911.191162
	Iteration 43Q: 3 clusters Score -1149338 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1149407.875000 Penalty: 2911.191162
	Iteration 44Q: 3 clusters Score -1149408 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1149448.500000 Penalty: 2911.191162
	Iteration 45Q: 3 clusters Score -1149448 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1149484.500000 Penalty: 2911.191162
	Iteration 46Q: 3 clusters Score -1149484 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1149509.250000 Penalty: 2911.191162
	Iteration 47Q: 3 clusters Score -1149509 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1149525.750000 Penalty: 2911.191162
	Iteration 48Q: 3 clusters Score -1149526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1149540.625000 Penalty: 2911.191162
	Iteration 49Q: 3 clusters Score -1149541 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1149556.875000 Penalty: 2911.191162
	Iteration 50Q: 3 clusters Score -1149557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1149567.250000 Penalty: 2911.191162
	Iteration 51Q: 3 clusters Score -1149567 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1149580.000000 Penalty: 2911.191162
	Iteration 52Q: 3 clusters Score -1149580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1149594.125000 Penalty: 2911.191162
	Iteration 53Q: 3 clusters Score -1149594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1149611.125000 Penalty: 2911.191162
	Iteration 54Q: 3 clusters Score -1149611 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1149633.250000 Penalty: 2911.191162
	Iteration 55Q: 3 clusters Score -1149633 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1149663.625000 Penalty: 2911.191162
	Iteration 56Q: 3 clusters Score -1149664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1149682.750000 Penalty: 2911.191162
	Iteration 57Q: 3 clusters Score -1149683 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1149704.500000 Penalty: 2911.191162
	Iteration 58Q: 3 clusters Score -1149704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1149724.750000 Penalty: 2911.191162
	Iteration 59Q: 3 clusters Score -1149725 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1149743.000000 Penalty: 2911.191162
	Iteration 60F: 3 clusters Score -1149743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1149754.125000 Penalty: 2911.191162
	Iteration 61Q: 3 clusters Score -1149754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1149764.875000 Penalty: 2911.191162
	Iteration 62Q: 3 clusters Score -1149765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1149771.250000 Penalty: 2911.191162
	Iteration 63Q: 3 clusters Score -1149771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1149777.375000 Penalty: 2911.191162
	Iteration 64Q: 3 clusters Score -1149777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1149780.750000 Penalty: 2911.191162
	Iteration 65Q: 3 clusters Score -1149781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1149786.000000 Penalty: 2911.191162
	Iteration 66Q: 3 clusters Score -1149786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1149791.875000 Penalty: 2911.191162
	Iteration 67Q: 3 clusters Score -1149792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1149796.500000 Penalty: 2911.191162
	Iteration 68Q: 3 clusters Score -1149796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1149804.125000 Penalty: 2911.191162
	Iteration 69Q: 3 clusters Score -1149804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1149807.500000 Penalty: 2911.191162
	Iteration 70Q: 3 clusters Score -1149808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1149811.875000 Penalty: 2911.191162
	Iteration 71Q: 3 clusters Score -1149812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1149817.750000 Penalty: 2911.191162
	Iteration 72Q: 3 clusters Score -1149818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1149821.125000 Penalty: 2911.191162
	Iteration 73Q: 3 clusters Score -1149821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1149829.875000 Penalty: 2911.191162
	Iteration 74Q: 3 clusters Score -1149830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1149841.750000 Penalty: 2911.191162
	Iteration 75Q: 3 clusters Score -1149842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1149857.875000 Penalty: 2911.191162
	Iteration 76Q: 3 clusters Score -1149858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1149868.000000 Penalty: 2911.191162
	Iteration 77Q: 3 clusters Score -1149868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1149876.875000 Penalty: 2911.191162
	Iteration 78Q: 3 clusters Score -1149877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1149882.125000 Penalty: 2911.191162
	Iteration 79Q: 3 clusters Score -1149882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1149886.875000 Penalty: 2911.191162
	Iteration 80F: 3 clusters Score -1149887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1149892.375000 Penalty: 2911.191162
	Iteration 81Q: 3 clusters Score -1149892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1149894.875000 Penalty: 2911.191162
	Iteration 82Q: 3 clusters Score -1149895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1149901.000000 Penalty: 2911.191162
	Iteration 83Q: 3 clusters Score -1149901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1149904.625000 Penalty: 2911.191162
	Iteration 84Q: 3 clusters Score -1149905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1149906.000000 Penalty: 2911.191162
	Iteration 85Q: 3 clusters Score -1149906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1149909.125000 Penalty: 2911.191162
	Iteration 86Q: 3 clusters Score -1149909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1149909.375000 Penalty: 2911.191162
	Iteration 87Q: 3 clusters Score -1149909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1149909.750000 Penalty: 2911.191162
	Iteration 88Q: 3 clusters Score -1149910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1149909.750000 Penalty: 2911.191162
	Iteration 89F: 3 clusters Score -1149910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -626350.812500 Penalty: 1352.389038
	Iteration 0F: 2 clusters Score -626350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -622960.875000 Penalty: 2704.778076
	Iteration 0F: 3 clusters Score -622960.9 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -623840.750000 Penalty: 2704.778076
	Iteration 1F: 3 clusters Score -623840.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -623988.125000 Penalty: 2704.778076
	Iteration 2F: 3 clusters Score -623988.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -624088.625000 Penalty: 2704.778076
	Iteration 3Q: 3 clusters Score -624088.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -624167.625000 Penalty: 2704.778076
	Iteration 4Q: 3 clusters Score -624167.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -624218.375000 Penalty: 2704.778076
	Iteration 5Q: 3 clusters Score -624218.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -624257.562500 Penalty: 2704.778076
	Iteration 6Q: 3 clusters Score -624257.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -624291.562500 Penalty: 2704.778076
	Iteration 7Q: 3 clusters Score -624291.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -624323.750000 Penalty: 2704.778076
	Iteration 8Q: 3 clusters Score -624323.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -624348.687500 Penalty: 2704.778076
	Iteration 9Q: 3 clusters Score -624348.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -624365.312500 Penalty: 2704.778076
	Iteration 10Q: 3 clusters Score -624365.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -624378.250000 Penalty: 2704.778076
	Iteration 11Q: 3 clusters Score -624378.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -624389.937500 Penalty: 2704.778076
	Iteration 12Q: 3 clusters Score -624389.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -624404.500000 Penalty: 2704.778076
	Iteration 13Q: 3 clusters Score -624404.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -624423.125000 Penalty: 2704.778076
	Iteration 14Q: 3 clusters Score -624423.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -624441.812500 Penalty: 2704.778076
	Iteration 15Q: 3 clusters Score -624441.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -624457.687500 Penalty: 2704.778076
	Iteration 16Q: 3 clusters Score -624457.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -624483.500000 Penalty: 2704.778076
	Iteration 17Q: 3 clusters Score -624483.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -624510.000000 Penalty: 2704.778076
	Iteration 18Q: 3 clusters Score -624510 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -624530.375000 Penalty: 2704.778076
	Iteration 19Q: 3 clusters Score -624530.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -624544.312500 Penalty: 2704.778076
	Iteration 20F: 3 clusters Score -624544.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -624562.875000 Penalty: 2704.778076
	Iteration 21Q: 3 clusters Score -624562.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -624587.187500 Penalty: 2704.778076
	Iteration 22Q: 3 clusters Score -624587.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -624617.437500 Penalty: 2704.778076
	Iteration 23Q: 3 clusters Score -624617.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -624648.562500 Penalty: 2704.778076
	Iteration 24Q: 3 clusters Score -624648.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -624694.250000 Penalty: 2704.778076
	Iteration 25Q: 3 clusters Score -624694.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -624740.875000 Penalty: 2704.778076
	Iteration 26Q: 3 clusters Score -624740.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -624784.812500 Penalty: 2704.778076
	Iteration 27Q: 3 clusters Score -624784.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -624833.250000 Penalty: 2704.778076
	Iteration 28Q: 3 clusters Score -624833.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -624876.187500 Penalty: 2704.778076
	Iteration 29Q: 3 clusters Score -624876.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -624910.875000 Penalty: 2704.778076
	Iteration 30Q: 3 clusters Score -624910.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -624949.000000 Penalty: 2704.778076
	Iteration 31Q: 3 clusters Score -624949 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -624975.437500 Penalty: 2704.778076
	Iteration 32Q: 3 clusters Score -624975.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -625000.562500 Penalty: 2704.778076
	Iteration 33Q: 3 clusters Score -625000.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -625024.250000 Penalty: 2704.778076
	Iteration 34Q: 3 clusters Score -625024.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -625046.375000 Penalty: 2704.778076
	Iteration 35Q: 3 clusters Score -625046.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -625070.312500 Penalty: 2704.778076
	Iteration 36Q: 3 clusters Score -625070.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -625096.500000 Penalty: 2704.778076
	Iteration 37Q: 3 clusters Score -625096.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -625109.937500 Penalty: 2704.778076
	Iteration 38Q: 3 clusters Score -625109.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -625116.500000 Penalty: 2704.778076
	Iteration 39Q: 3 clusters Score -625116.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -625119.437500 Penalty: 2704.778076
	Iteration 40F: 3 clusters Score -625119.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -625124.062500 Penalty: 2704.778076
	Iteration 41Q: 3 clusters Score -625124.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -625127.500000 Penalty: 2704.778076
	Iteration 42Q: 3 clusters Score -625127.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -625132.750000 Penalty: 2704.778076
	Iteration 43Q: 3 clusters Score -625132.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -625134.625000 Penalty: 2704.778076
	Iteration 44Q: 3 clusters Score -625134.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -625136.125000 Penalty: 2704.778076
	Iteration 45Q: 3 clusters Score -625136.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -625137.312500 Penalty: 2704.778076
	Iteration 46Q: 3 clusters Score -625137.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -625139.437500 Penalty: 2704.778076
	Iteration 47Q: 3 clusters Score -625139.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -625139.437500 Penalty: 2704.778076
	Iteration 48F: 3 clusters Score -625139.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -141710.046875 Penalty: 1129.195801
	Iteration 0F: 2 clusters Score -141710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -140296.656250 Penalty: 2258.391602
	Iteration 0F: 3 clusters Score -140296.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -140621.109375 Penalty: 2258.391602
	Iteration 1F: 3 clusters Score -140621.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -140726.859375 Penalty: 2258.391602
	Iteration 2F: 3 clusters Score -140726.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -140812.171875 Penalty: 2258.391602
	Iteration 3F: 3 clusters Score -140812.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -140889.281250 Penalty: 2258.391602
	Iteration 4Q: 3 clusters Score -140889.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -140947.390625 Penalty: 2258.391602
	Iteration 5Q: 3 clusters Score -140947.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -140985.187500 Penalty: 2258.391602
	Iteration 6Q: 3 clusters Score -140985.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -141001.078125 Penalty: 2258.391602
	Iteration 7Q: 3 clusters Score -141001.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -141006.968750 Penalty: 2258.391602
	Iteration 8Q: 3 clusters Score -141007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -141010.406250 Penalty: 2258.391602
	Iteration 9Q: 3 clusters Score -141010.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -141017.125000 Penalty: 2258.391602
	Iteration 10Q: 3 clusters Score -141017.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -141023.000000 Penalty: 2258.391602
	Iteration 11Q: 3 clusters Score -141023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -141025.703125 Penalty: 2258.391602
	Iteration 12Q: 3 clusters Score -141025.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -141033.109375 Penalty: 2258.391602
	Iteration 13Q: 3 clusters Score -141033.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -141042.828125 Penalty: 2258.391602
	Iteration 14Q: 3 clusters Score -141042.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -141050.812500 Penalty: 2258.391602
	Iteration 15Q: 3 clusters Score -141050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -141054.250000 Penalty: 2258.391602
	Iteration 16Q: 3 clusters Score -141054.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -141056.359375 Penalty: 2258.391602
	Iteration 17Q: 3 clusters Score -141056.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -141059.234375 Penalty: 2258.391602
	Iteration 18Q: 3 clusters Score -141059.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -141061.796875 Penalty: 2258.391602
	Iteration 19Q: 3 clusters Score -141061.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -141066.593750 Penalty: 2258.391602
	Iteration 20F: 3 clusters Score -141066.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -141075.640625 Penalty: 2258.391602
	Iteration 21Q: 3 clusters Score -141075.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -141087.390625 Penalty: 2258.391602
	Iteration 22Q: 3 clusters Score -141087.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -141087.906250 Penalty: 2258.391602
	Iteration 23Q: 3 clusters Score -141087.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -141087.906250 Penalty: 2258.391602
	Iteration 24F: 3 clusters Score -141087.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -99592.414062 Penalty: 1094.757202
	Iteration 0F: 2 clusters Score -99592.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98277.187500 Penalty: 2189.514404
	Iteration 0F: 3 clusters Score -98277.19 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -98664.226562 Penalty: 2189.514404
	Iteration 1F: 3 clusters Score -98664.23 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98800.242188 Penalty: 2189.514404
	Iteration 2F: 3 clusters Score -98800.24 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -98865.632812 Penalty: 2189.514404
	Iteration 3Q: 3 clusters Score -98865.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -98904.132812 Penalty: 2189.514404
	Iteration 4Q: 3 clusters Score -98904.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -98938.000000 Penalty: 2189.514404
	Iteration 5Q: 3 clusters Score -98938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -98982.007812 Penalty: 2189.514404
	Iteration 6Q: 3 clusters Score -98982.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -99023.968750 Penalty: 2189.514404
	Iteration 7Q: 3 clusters Score -99023.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -99061.937500 Penalty: 2189.514404
	Iteration 8Q: 3 clusters Score -99061.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -99085.593750 Penalty: 2189.514404
	Iteration 9Q: 3 clusters Score -99085.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -99101.828125 Penalty: 2189.514404
	Iteration 10Q: 3 clusters Score -99101.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -99114.320312 Penalty: 2189.514404
	Iteration 11Q: 3 clusters Score -99114.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -99126.609375 Penalty: 2189.514404
	Iteration 12Q: 3 clusters Score -99126.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -99131.632812 Penalty: 2189.514404
	Iteration 13Q: 3 clusters Score -99131.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -99138.078125 Penalty: 2189.514404
	Iteration 14Q: 3 clusters Score -99138.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -99149.843750 Penalty: 2189.514404
	Iteration 15Q: 3 clusters Score -99149.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -99158.304688 Penalty: 2189.514404
	Iteration 16Q: 3 clusters Score -99158.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -99166.593750 Penalty: 2189.514404
	Iteration 17Q: 3 clusters Score -99166.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -99180.054688 Penalty: 2189.514404
	Iteration 18Q: 3 clusters Score -99180.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -99187.710938 Penalty: 2189.514404
	Iteration 19Q: 3 clusters Score -99187.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -99193.664062 Penalty: 2189.514404
	Iteration 20F: 3 clusters Score -99193.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -99200.367188 Penalty: 2189.514404
	Iteration 21Q: 3 clusters Score -99200.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -99205.929688 Penalty: 2189.514404
	Iteration 22Q: 3 clusters Score -99205.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99212.960938 Penalty: 2189.514404
	Iteration 23Q: 3 clusters Score -99212.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -99222.320312 Penalty: 2189.514404
	Iteration 24Q: 3 clusters Score -99222.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -99229.523438 Penalty: 2189.514404
	Iteration 25Q: 3 clusters Score -99229.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -99239.484375 Penalty: 2189.514404
	Iteration 26Q: 3 clusters Score -99239.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -99251.351562 Penalty: 2189.514404
	Iteration 27Q: 3 clusters Score -99251.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99259.015625 Penalty: 2189.514404
	Iteration 28Q: 3 clusters Score -99259.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99264.507812 Penalty: 2189.514404
	Iteration 29Q: 3 clusters Score -99264.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -99274.789062 Penalty: 2189.514404
	Iteration 30Q: 3 clusters Score -99274.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -99291.812500 Penalty: 2189.514404
	Iteration 31Q: 3 clusters Score -99291.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -99299.601562 Penalty: 2189.514404
	Iteration 32Q: 3 clusters Score -99299.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -99309.859375 Penalty: 2189.514404
	Iteration 33Q: 3 clusters Score -99309.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -99317.554688 Penalty: 2189.514404
	Iteration 34Q: 3 clusters Score -99317.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -99319.070312 Penalty: 2189.514404
	Iteration 35Q: 3 clusters Score -99319.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99320.171875 Penalty: 2189.514404
	Iteration 36Q: 3 clusters Score -99320.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99321.312500 Penalty: 2189.514404
	Iteration 37Q: 3 clusters Score -99321.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99321.312500 Penalty: 2189.514404
	Iteration 38F: 3 clusters Score -99321.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Entering Unmasked Estep 
Score: -375836.093750 Penalty: 1303.080078
	Iteration 0F: 2 clusters Score -375836.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -373127.531250 Penalty: 2606.160156
	Iteration 0F: 3 clusters Score -373127.5 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -373923.437500 Penalty: 2606.160156
	Iteration 1F: 3 clusters Score -373923.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -374186.187500 Penalty: 2606.160156
	Iteration 2F: 3 clusters Score -374186.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -374408.531250 Penalty: 2606.160156
	Iteration 3F: 3 clusters Score -374408.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -374592.625000 Penalty: 2606.160156
	Iteration 4F: 3 clusters Score -374592.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -374779.843750 Penalty: 2606.160156
	Iteration 5F: 3 clusters Score -374779.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -375014.218750 Penalty: 2606.160156
	Iteration 6F: 3 clusters Score -375014.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -375279.343750 Penalty: 2606.160156
	Iteration 7F: 3 clusters Score -375279.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -375473.312500 Penalty: 2606.160156
	Iteration 8Q: 3 clusters Score -375473.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -375601.656250 Penalty: 2606.160156
	Iteration 9Q: 3 clusters Score -375601.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -375709.937500 Penalty: 2606.160156
	Iteration 10Q: 3 clusters Score -375709.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -375762.250000 Penalty: 2606.160156
	Iteration 11Q: 3 clusters Score -375762.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -375791.906250 Penalty: 2606.160156
	Iteration 12Q: 3 clusters Score -375791.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -375809.750000 Penalty: 2606.160156
	Iteration 13Q: 3 clusters Score -375809.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -375822.875000 Penalty: 2606.160156
	Iteration 14Q: 3 clusters Score -375822.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -375830.375000 Penalty: 2606.160156
	Iteration 15Q: 3 clusters Score -375830.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -375835.281250 Penalty: 2606.160156
	Iteration 16Q: 3 clusters Score -375835.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -375837.156250 Penalty: 2606.160156
	Iteration 17Q: 3 clusters Score -375837.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -375838.687500 Penalty: 2606.160156
	Iteration 18Q: 3 clusters Score -375838.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -375840.468750 Penalty: 2606.160156
	Iteration 19Q: 3 clusters Score -375840.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -375843.062500 Penalty: 2606.160156
	Iteration 20F: 3 clusters Score -375843.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -375847.968750 Penalty: 2606.160156
	Iteration 21Q: 3 clusters Score -375848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -375849.937500 Penalty: 2606.160156
	Iteration 22Q: 3 clusters Score -375849.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -375851.687500 Penalty: 2606.160156
	Iteration 23Q: 3 clusters Score -375851.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -375851.718750 Penalty: 2606.160156
	Iteration 24Q: 3 clusters Score -375851.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -375853.406250 Penalty: 2606.160156
	Iteration 25Q: 3 clusters Score -375853.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -375853.406250 Penalty: 2606.160156
	Iteration 26F: 3 clusters Score -375853.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7766 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 1091 members 
Mstep: Class 17 contains 24813 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5080 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12824 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6551 members 
Mstep: Class 37 contains 9492 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 14963 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20274 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2204 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13638 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15599 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22473 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Mstep: Class 86 contains 1947 members 
Entering Unmasked Estep 
Score: -85935088.000000 Penalty: 185964.312500
Splitting cluster 16 changes total score from -85935760.000000 to -85935088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (24813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Entering Unmasked Estep 
Score: -3797278.000000 Penalty: 1644.357544
	Iteration 0F: 2 clusters Score -3797278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -3782702.750000 Penalty: 3288.715088
	Iteration 0F: 3 clusters Score -3782703 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -3788997.750000 Penalty: 3288.715088
	Iteration 1F: 3 clusters Score -3788998 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -3789455.750000 Penalty: 3288.715088
	Iteration 2F: 3 clusters Score -3789456 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -3789889.000000 Penalty: 3288.715088
	Iteration 3Q: 3 clusters Score -3789889 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -3790343.000000 Penalty: 3288.715088
	Iteration 4Q: 3 clusters Score -3790343 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -3790881.000000 Penalty: 3288.715088
	Iteration 5Q: 3 clusters Score -3790881 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -3791452.750000 Penalty: 3288.715088
	Iteration 6Q: 3 clusters Score -3791453 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -3792114.250000 Penalty: 3288.715088
	Iteration 7Q: 3 clusters Score -3792114 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -3792833.500000 Penalty: 3288.715088
	Iteration 8Q: 3 clusters Score -3792834 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -3793514.750000 Penalty: 3288.715088
	Iteration 9Q: 3 clusters Score -3793515 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -3794129.500000 Penalty: 3288.715088
	Iteration 10Q: 3 clusters Score -3794130 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3794561.750000 Penalty: 3288.715088
	Iteration 11Q: 3 clusters Score -3794562 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3794854.000000 Penalty: 3288.715088
	Iteration 12Q: 3 clusters Score -3794854 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3795092.750000 Penalty: 3288.715088
	Iteration 13Q: 3 clusters Score -3795093 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3795181.750000 Penalty: 3288.715088
	Iteration 14Q: 3 clusters Score -3795182 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3795296.000000 Penalty: 3288.715088
	Iteration 15Q: 3 clusters Score -3795296 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3795365.750000 Penalty: 3288.715088
	Iteration 16Q: 3 clusters Score -3795366 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3795453.000000 Penalty: 3288.715088
	Iteration 17Q: 3 clusters Score -3795453 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3795482.500000 Penalty: 3288.715088
	Iteration 18Q: 3 clusters Score -3795482 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3795507.250000 Penalty: 3288.715088
	Iteration 19Q: 3 clusters Score -3795507 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3795534.250000 Penalty: 3288.715088
	Iteration 20F: 3 clusters Score -3795534 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3795556.250000 Penalty: 3288.715088
	Iteration 21Q: 3 clusters Score -3795556 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3795577.500000 Penalty: 3288.715088
	Iteration 22Q: 3 clusters Score -3795578 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3795595.750000 Penalty: 3288.715088
	Iteration 23Q: 3 clusters Score -3795596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3795614.250000 Penalty: 3288.715088
	Iteration 24Q: 3 clusters Score -3795614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3795634.500000 Penalty: 3288.715088
	Iteration 25Q: 3 clusters Score -3795634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3795642.750000 Penalty: 3288.715088
	Iteration 26Q: 3 clusters Score -3795643 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3795665.750000 Penalty: 3288.715088
	Iteration 27Q: 3 clusters Score -3795666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3795678.750000 Penalty: 3288.715088
	Iteration 28Q: 3 clusters Score -3795679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3795696.250000 Penalty: 3288.715088
	Iteration 29Q: 3 clusters Score -3795696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3795705.500000 Penalty: 3288.715088
	Iteration 30Q: 3 clusters Score -3795706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3795721.000000 Penalty: 3288.715088
	Iteration 31Q: 3 clusters Score -3795721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3795719.750000 Penalty: 3288.715088
	Iteration 32Q: 3 clusters Score -3795720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3795725.750000 Penalty: 3288.715088
	Iteration 33Q: 3 clusters Score -3795726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3795732.000000 Penalty: 3288.715088
	Iteration 34Q: 3 clusters Score -3795732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3795731.250000 Penalty: 3288.715088
	Iteration 35Q: 3 clusters Score -3795731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3795736.000000 Penalty: 3288.715088
	Iteration 36Q: 3 clusters Score -3795736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3795750.500000 Penalty: 3288.715088
	Iteration 37Q: 3 clusters Score -3795750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3795748.500000 Penalty: 3288.715088
	Iteration 38Q: 3 clusters Score -3795748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3795746.750000 Penalty: 3288.715088
	Iteration 39Q: 3 clusters Score -3795747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3795748.750000 Penalty: 3288.715088
	Iteration 40F: 3 clusters Score -3795749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3795754.250000 Penalty: 3288.715088
	Iteration 41Q: 3 clusters Score -3795754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3795763.250000 Penalty: 3288.715088
	Iteration 42Q: 3 clusters Score -3795763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3795772.000000 Penalty: 3288.715088
	Iteration 43Q: 3 clusters Score -3795772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3795782.000000 Penalty: 3288.715088
	Iteration 44Q: 3 clusters Score -3795782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3795783.500000 Penalty: 3288.715088
	Iteration 45Q: 3 clusters Score -3795784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3795792.000000 Penalty: 3288.715088
	Iteration 46Q: 3 clusters Score -3795792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3795798.000000 Penalty: 3288.715088
	Iteration 47Q: 3 clusters Score -3795798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3795813.750000 Penalty: 3288.715088
	Iteration 48Q: 3 clusters Score -3795814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3795808.250000 Penalty: 3288.715088
	Iteration 49Q: 3 clusters Score -3795808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3795813.250000 Penalty: 3288.715088
	Iteration 50Q: 3 clusters Score -3795813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3795818.750000 Penalty: 3288.715088
	Iteration 51Q: 3 clusters Score -3795819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3795818.750000 Penalty: 3288.715088
	Iteration 52F: 3 clusters Score -3795819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -188250.046875 Penalty: 1175.436523
	Iteration 0F: 2 clusters Score -188250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -186575.843750 Penalty: 2350.873047
	Iteration 0F: 3 clusters Score -186575.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -186919.890625 Penalty: 2350.873047
	Iteration 1F: 3 clusters Score -186919.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -187029.890625 Penalty: 2350.873047
	Iteration 2F: 3 clusters Score -187029.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -187096.687500 Penalty: 2350.873047
	Iteration 3Q: 3 clusters Score -187096.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -187139.515625 Penalty: 2350.873047
	Iteration 4Q: 3 clusters Score -187139.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -187173.640625 Penalty: 2350.873047
	Iteration 5Q: 3 clusters Score -187173.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -187211.875000 Penalty: 2350.873047
	Iteration 6Q: 3 clusters Score -187211.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -187235.859375 Penalty: 2350.873047
	Iteration 7Q: 3 clusters Score -187235.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -187246.515625 Penalty: 2350.873047
	Iteration 8Q: 3 clusters Score -187246.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -187253.000000 Penalty: 2350.873047
	Iteration 9Q: 3 clusters Score -187253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -187257.265625 Penalty: 2350.873047
	Iteration 10Q: 3 clusters Score -187257.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -187264.859375 Penalty: 2350.873047
	Iteration 11Q: 3 clusters Score -187264.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -187278.156250 Penalty: 2350.873047
	Iteration 12Q: 3 clusters Score -187278.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -187290.312500 Penalty: 2350.873047
	Iteration 13Q: 3 clusters Score -187290.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -187294.906250 Penalty: 2350.873047
	Iteration 14Q: 3 clusters Score -187294.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -187298.703125 Penalty: 2350.873047
	Iteration 15Q: 3 clusters Score -187298.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -187301.468750 Penalty: 2350.873047
	Iteration 16Q: 3 clusters Score -187301.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -187307.171875 Penalty: 2350.873047
	Iteration 17Q: 3 clusters Score -187307.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -187310.328125 Penalty: 2350.873047
	Iteration 18Q: 3 clusters Score -187310.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -187311.921875 Penalty: 2350.873047
	Iteration 19Q: 3 clusters Score -187311.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -187313.296875 Penalty: 2350.873047
	Iteration 20F: 3 clusters Score -187313.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -187316.359375 Penalty: 2350.873047
	Iteration 21Q: 3 clusters Score -187316.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -187319.703125 Penalty: 2350.873047
	Iteration 22Q: 3 clusters Score -187319.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -187321.171875 Penalty: 2350.873047
	Iteration 23Q: 3 clusters Score -187321.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -187321.359375 Penalty: 2350.873047
	Iteration 24Q: 3 clusters Score -187321.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -187321.359375 Penalty: 2350.873047
	Iteration 25F: 3 clusters Score -187321.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -327312.187500 Penalty: 1270.560303
	Iteration 0F: 2 clusters Score -327312.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -324904.593750 Penalty: 2541.120605
	Iteration 0F: 3 clusters Score -324904.6 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -325558.093750 Penalty: 2541.120605
	Iteration 1F: 3 clusters Score -325558.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -325834.562500 Penalty: 2541.120605
	Iteration 2F: 3 clusters Score -325834.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -326059.843750 Penalty: 2541.120605
	Iteration 3F: 3 clusters Score -326059.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -326268.406250 Penalty: 2541.120605
	Iteration 4F: 3 clusters Score -326268.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -326408.343750 Penalty: 2541.120605
	Iteration 5F: 3 clusters Score -326408.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -326487.781250 Penalty: 2541.120605
	Iteration 6Q: 3 clusters Score -326487.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -326545.937500 Penalty: 2541.120605
	Iteration 7Q: 3 clusters Score -326545.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -326587.687500 Penalty: 2541.120605
	Iteration 8Q: 3 clusters Score -326587.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -326612.562500 Penalty: 2541.120605
	Iteration 9Q: 3 clusters Score -326612.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -326641.250000 Penalty: 2541.120605
	Iteration 10Q: 3 clusters Score -326641.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -326660.843750 Penalty: 2541.120605
	Iteration 11Q: 3 clusters Score -326660.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -326678.093750 Penalty: 2541.120605
	Iteration 12Q: 3 clusters Score -326678.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -326686.500000 Penalty: 2541.120605
	Iteration 13Q: 3 clusters Score -326686.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -326695.000000 Penalty: 2541.120605
	Iteration 14Q: 3 clusters Score -326695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -326704.468750 Penalty: 2541.120605
	Iteration 15Q: 3 clusters Score -326704.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -326711.031250 Penalty: 2541.120605
	Iteration 16Q: 3 clusters Score -326711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -326715.500000 Penalty: 2541.120605
	Iteration 17Q: 3 clusters Score -326715.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -326717.875000 Penalty: 2541.120605
	Iteration 18Q: 3 clusters Score -326717.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -326721.375000 Penalty: 2541.120605
	Iteration 19Q: 3 clusters Score -326721.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -326724.437500 Penalty: 2541.120605
	Iteration 20F: 3 clusters Score -326724.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -326728.437500 Penalty: 2541.120605
	Iteration 21Q: 3 clusters Score -326728.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -326730.093750 Penalty: 2541.120605
	Iteration 22Q: 3 clusters Score -326730.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -326730.093750 Penalty: 2541.120605
	Iteration 23F: 3 clusters Score -326730.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Entering Unmasked Estep 
Score: -2135368.750000 Penalty: 1550.729004
	Iteration 0F: 2 clusters Score -2135369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2125899.750000 Penalty: 3101.458008
	Iteration 0F: 3 clusters Score -2125900 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2129372.500000 Penalty: 3101.458008
	Iteration 1F: 3 clusters Score -2129372 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2130010.500000 Penalty: 3101.458008
	Iteration 2F: 3 clusters Score -2130010 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2130552.750000 Penalty: 3101.458008
	Iteration 3F: 3 clusters Score -2130553 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2131055.000000 Penalty: 3101.458008
	Iteration 4F: 3 clusters Score -2131055 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2131532.500000 Penalty: 3101.458008
	Iteration 5F: 3 clusters Score -2131532 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2131984.750000 Penalty: 3101.458008
	Iteration 6F: 3 clusters Score -2131985 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2132418.000000 Penalty: 3101.458008
	Iteration 7Q: 3 clusters Score -2132418 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2132782.750000 Penalty: 3101.458008
	Iteration 8Q: 3 clusters Score -2132783 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2133076.000000 Penalty: 3101.458008
	Iteration 9Q: 3 clusters Score -2133076 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2133332.750000 Penalty: 3101.458008
	Iteration 10Q: 3 clusters Score -2133333 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2133545.250000 Penalty: 3101.458008
	Iteration 11Q: 3 clusters Score -2133545 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2133676.750000 Penalty: 3101.458008
	Iteration 12Q: 3 clusters Score -2133677 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2133775.250000 Penalty: 3101.458008
	Iteration 13Q: 3 clusters Score -2133775 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2133840.250000 Penalty: 3101.458008
	Iteration 14Q: 3 clusters Score -2133840 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2133898.750000 Penalty: 3101.458008
	Iteration 15Q: 3 clusters Score -2133899 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2133936.750000 Penalty: 3101.458008
	Iteration 16Q: 3 clusters Score -2133937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2133966.000000 Penalty: 3101.458008
	Iteration 17Q: 3 clusters Score -2133966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2133986.750000 Penalty: 3101.458008
	Iteration 18Q: 3 clusters Score -2133987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2134007.500000 Penalty: 3101.458008
	Iteration 19Q: 3 clusters Score -2134008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2134018.250000 Penalty: 3101.458008
	Iteration 20F: 3 clusters Score -2134018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2134023.500000 Penalty: 3101.458008
	Iteration 21Q: 3 clusters Score -2134024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2134026.250000 Penalty: 3101.458008
	Iteration 22Q: 3 clusters Score -2134026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2134030.000000 Penalty: 3101.458008
	Iteration 23Q: 3 clusters Score -2134030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2134032.750000 Penalty: 3101.458008
	Iteration 24Q: 3 clusters Score -2134033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2134030.000000 Penalty: 3101.458008
	Iteration 25Q: 3 clusters Score -2134030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2134031.500000 Penalty: 3101.458008
	Iteration 26Q: 3 clusters Score -2134032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2134034.500000 Penalty: 3101.458008
	Iteration 27Q: 3 clusters Score -2134034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2134036.750000 Penalty: 3101.458008
	Iteration 28Q: 3 clusters Score -2134037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2134035.750000 Penalty: 3101.458008
	Iteration 29Q: 3 clusters Score -2134036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2134036.250000 Penalty: 3101.458008
	Iteration 30Q: 3 clusters Score -2134036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2134036.250000 Penalty: 3101.458008
	Iteration 31F: 3 clusters Score -2134036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Entering Unmasked Estep 
Score: -722623.062500 Penalty: 1386.623291
	Iteration 0F: 2 clusters Score -722623.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -718572.125000 Penalty: 2773.246582
	Iteration 0F: 3 clusters Score -718572.1 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -719776.875000 Penalty: 2773.246582
	Iteration 1F: 3 clusters Score -719776.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -720005.000000 Penalty: 2773.246582
	Iteration 2F: 3 clusters Score -720005 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -720186.062500 Penalty: 2773.246582
	Iteration 3F: 3 clusters Score -720186.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -720367.187500 Penalty: 2773.246582
	Iteration 4F: 3 clusters Score -720367.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -720534.875000 Penalty: 2773.246582
	Iteration 5F: 3 clusters Score -720534.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -720663.250000 Penalty: 2773.246582
	Iteration 6Q: 3 clusters Score -720663.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -720785.812500 Penalty: 2773.246582
	Iteration 7Q: 3 clusters Score -720785.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -720909.562500 Penalty: 2773.246582
	Iteration 8Q: 3 clusters Score -720909.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -721028.937500 Penalty: 2773.246582
	Iteration 9Q: 3 clusters Score -721028.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -721161.562500 Penalty: 2773.246582
	Iteration 10Q: 3 clusters Score -721161.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -721279.750000 Penalty: 2773.246582
	Iteration 11Q: 3 clusters Score -721279.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -721376.250000 Penalty: 2773.246582
	Iteration 12Q: 3 clusters Score -721376.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -721439.187500 Penalty: 2773.246582
	Iteration 13Q: 3 clusters Score -721439.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -721487.375000 Penalty: 2773.246582
	Iteration 14Q: 3 clusters Score -721487.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -721512.437500 Penalty: 2773.246582
	Iteration 15Q: 3 clusters Score -721512.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -721537.187500 Penalty: 2773.246582
	Iteration 16Q: 3 clusters Score -721537.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -721563.750000 Penalty: 2773.246582
	Iteration 17Q: 3 clusters Score -721563.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -721586.187500 Penalty: 2773.246582
	Iteration 18Q: 3 clusters Score -721586.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -721607.125000 Penalty: 2773.246582
	Iteration 19Q: 3 clusters Score -721607.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -721622.062500 Penalty: 2773.246582
	Iteration 20F: 3 clusters Score -721622.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -721631.375000 Penalty: 2773.246582
	Iteration 21Q: 3 clusters Score -721631.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -721634.062500 Penalty: 2773.246582
	Iteration 22Q: 3 clusters Score -721634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -721636.312500 Penalty: 2773.246582
	Iteration 23Q: 3 clusters Score -721636.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -721639.500000 Penalty: 2773.246582
	Iteration 24Q: 3 clusters Score -721639.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -721639.750000 Penalty: 2773.246582
	Iteration 25Q: 3 clusters Score -721639.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -721639.750000 Penalty: 2773.246582
	Iteration 26F: 3 clusters Score -721639.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -281240.500000 Penalty: 1234.332153
	Iteration 0F: 2 clusters Score -281240.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -279153.687500 Penalty: 2468.664307
	Iteration 0F: 3 clusters Score -279153.7 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -279639.968750 Penalty: 2468.664307
	Iteration 1F: 3 clusters Score -279640 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -279734.375000 Penalty: 2468.664307
	Iteration 2F: 3 clusters Score -279734.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -279799.968750 Penalty: 2468.664307
	Iteration 3Q: 3 clusters Score -279800 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -279842.093750 Penalty: 2468.664307
	Iteration 4Q: 3 clusters Score -279842.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -279876.656250 Penalty: 2468.664307
	Iteration 5Q: 3 clusters Score -279876.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -279900.812500 Penalty: 2468.664307
	Iteration 6Q: 3 clusters Score -279900.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -279924.250000 Penalty: 2468.664307
	Iteration 7Q: 3 clusters Score -279924.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -279943.093750 Penalty: 2468.664307
	Iteration 8Q: 3 clusters Score -279943.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -279959.468750 Penalty: 2468.664307
	Iteration 9Q: 3 clusters Score -279959.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -279972.031250 Penalty: 2468.664307
	Iteration 10Q: 3 clusters Score -279972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -279984.625000 Penalty: 2468.664307
	Iteration 11Q: 3 clusters Score -279984.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -279992.187500 Penalty: 2468.664307
	Iteration 12Q: 3 clusters Score -279992.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -279997.781250 Penalty: 2468.664307
	Iteration 13Q: 3 clusters Score -279997.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -280002.281250 Penalty: 2468.664307
	Iteration 14Q: 3 clusters Score -280002.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -280006.843750 Penalty: 2468.664307
	Iteration 15Q: 3 clusters Score -280006.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -280013.531250 Penalty: 2468.664307
	Iteration 16Q: 3 clusters Score -280013.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -280017.906250 Penalty: 2468.664307
	Iteration 17Q: 3 clusters Score -280017.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -280021.906250 Penalty: 2468.664307
	Iteration 18Q: 3 clusters Score -280021.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -280026.281250 Penalty: 2468.664307
	Iteration 19Q: 3 clusters Score -280026.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -280031.406250 Penalty: 2468.664307
	Iteration 20F: 3 clusters Score -280031.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -280038.343750 Penalty: 2468.664307
	Iteration 21Q: 3 clusters Score -280038.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -280044.500000 Penalty: 2468.664307
	Iteration 22Q: 3 clusters Score -280044.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -280048.562500 Penalty: 2468.664307
	Iteration 23Q: 3 clusters Score -280048.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -280052.156250 Penalty: 2468.664307
	Iteration 24Q: 3 clusters Score -280052.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -280054.562500 Penalty: 2468.664307
	Iteration 25Q: 3 clusters Score -280054.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -280057.343750 Penalty: 2468.664307
	Iteration 26Q: 3 clusters Score -280057.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -280060.000000 Penalty: 2468.664307
	Iteration 27Q: 3 clusters Score -280060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -280063.500000 Penalty: 2468.664307
	Iteration 28Q: 3 clusters Score -280063.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -280068.625000 Penalty: 2468.664307
	Iteration 29Q: 3 clusters Score -280068.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -280073.187500 Penalty: 2468.664307
	Iteration 30Q: 3 clusters Score -280073.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -280077.312500 Penalty: 2468.664307
	Iteration 31Q: 3 clusters Score -280077.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -280082.625000 Penalty: 2468.664307
	Iteration 32Q: 3 clusters Score -280082.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -280084.218750 Penalty: 2468.664307
	Iteration 33Q: 3 clusters Score -280084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -280086.656250 Penalty: 2468.664307
	Iteration 34Q: 3 clusters Score -280086.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -280091.281250 Penalty: 2468.664307
	Iteration 35Q: 3 clusters Score -280091.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -280093.781250 Penalty: 2468.664307
	Iteration 36Q: 3 clusters Score -280093.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -280099.218750 Penalty: 2468.664307
	Iteration 37Q: 3 clusters Score -280099.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -280104.687500 Penalty: 2468.664307
	Iteration 38Q: 3 clusters Score -280104.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -280108.062500 Penalty: 2468.664307
	Iteration 39Q: 3 clusters Score -280108.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -280110.187500 Penalty: 2468.664307
	Iteration 40F: 3 clusters Score -280110.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -280114.031250 Penalty: 2468.664307
	Iteration 41Q: 3 clusters Score -280114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -280116.687500 Penalty: 2468.664307
	Iteration 42Q: 3 clusters Score -280116.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -280117.625000 Penalty: 2468.664307
	Iteration 43Q: 3 clusters Score -280117.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -280117.625000 Penalty: 2468.664307
	Iteration 44F: 3 clusters Score -280117.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Entering Unmasked Estep 
Score: -538720.500000 Penalty: 1341.740845
	Iteration 0F: 2 clusters Score -538720.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -535437.812500 Penalty: 2683.481689
	Iteration 0F: 3 clusters Score -535437.8 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -536383.187500 Penalty: 2683.481689
	Iteration 1F: 3 clusters Score -536383.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -536741.187500 Penalty: 2683.481689
	Iteration 2F: 3 clusters Score -536741.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -537055.437500 Penalty: 2683.481689
	Iteration 3F: 3 clusters Score -537055.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -537410.500000 Penalty: 2683.481689
	Iteration 4F: 3 clusters Score -537410.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -537681.187500 Penalty: 2683.481689
	Iteration 5F: 3 clusters Score -537681.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -537834.375000 Penalty: 2683.481689
	Iteration 6F: 3 clusters Score -537834.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -537924.375000 Penalty: 2683.481689
	Iteration 7Q: 3 clusters Score -537924.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -537973.562500 Penalty: 2683.481689
	Iteration 8Q: 3 clusters Score -537973.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -538002.187500 Penalty: 2683.481689
	Iteration 9Q: 3 clusters Score -538002.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -538023.312500 Penalty: 2683.481689
	Iteration 10Q: 3 clusters Score -538023.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -538035.687500 Penalty: 2683.481689
	Iteration 11Q: 3 clusters Score -538035.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -538044.625000 Penalty: 2683.481689
	Iteration 12Q: 3 clusters Score -538044.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -538052.375000 Penalty: 2683.481689
	Iteration 13Q: 3 clusters Score -538052.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -538056.625000 Penalty: 2683.481689
	Iteration 14Q: 3 clusters Score -538056.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -538059.000000 Penalty: 2683.481689
	Iteration 15Q: 3 clusters Score -538059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -538062.062500 Penalty: 2683.481689
	Iteration 16Q: 3 clusters Score -538062.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -538064.500000 Penalty: 2683.481689
	Iteration 17Q: 3 clusters Score -538064.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -538066.687500 Penalty: 2683.481689
	Iteration 18Q: 3 clusters Score -538066.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -538070.500000 Penalty: 2683.481689
	Iteration 19Q: 3 clusters Score -538070.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -538074.187500 Penalty: 2683.481689
	Iteration 20F: 3 clusters Score -538074.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -538076.812500 Penalty: 2683.481689
	Iteration 21Q: 3 clusters Score -538076.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -538078.687500 Penalty: 2683.481689
	Iteration 22Q: 3 clusters Score -538078.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -538079.750000 Penalty: 2683.481689
	Iteration 23Q: 3 clusters Score -538079.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -538080.250000 Penalty: 2683.481689
	Iteration 24Q: 3 clusters Score -538080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -538080.750000 Penalty: 2683.481689
	Iteration 25Q: 3 clusters Score -538080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -538080.437500 Penalty: 2683.481689
	Iteration 26Q: 3 clusters Score -538080.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -538081.937500 Penalty: 2683.481689
	Iteration 27Q: 3 clusters Score -538081.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -538083.062500 Penalty: 2683.481689
	Iteration 28Q: 3 clusters Score -538083.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -538085.250000 Penalty: 2683.481689
	Iteration 29Q: 3 clusters Score -538085.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -538086.812500 Penalty: 2683.481689
	Iteration 30Q: 3 clusters Score -538086.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -538087.687500 Penalty: 2683.481689
	Iteration 31Q: 3 clusters Score -538087.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -538089.062500 Penalty: 2683.481689
	Iteration 32Q: 3 clusters Score -538089.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -538089.937500 Penalty: 2683.481689
	Iteration 33Q: 3 clusters Score -538089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -538089.250000 Penalty: 2683.481689
	Iteration 34Q: 3 clusters Score -538089.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -538089.250000 Penalty: 2683.481689
	Iteration 35F: 3 clusters Score -538089.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -203822.156250 Penalty: 1185.777344
	Iteration 0F: 2 clusters Score -203822.2 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 738 members 
Entering Unmasked Estep 
Score: -202081.609375 Penalty: 2371.554688
	Iteration 0F: 3 clusters Score -202081.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -202478.937500 Penalty: 2371.554688
	Iteration 1F: 3 clusters Score -202478.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -202614.937500 Penalty: 2371.554688
	Iteration 2F: 3 clusters Score -202614.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -202705.828125 Penalty: 2371.554688
	Iteration 3F: 3 clusters Score -202705.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -202815.546875 Penalty: 2371.554688
	Iteration 4F: 3 clusters Score -202815.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -202921.765625 Penalty: 2371.554688
	Iteration 5F: 3 clusters Score -202921.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -203037.421875 Penalty: 2371.554688
	Iteration 6Q: 3 clusters Score -203037.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -203158.546875 Penalty: 2371.554688
	Iteration 7F: 3 clusters Score -203158.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -203233.843750 Penalty: 2371.554688
	Iteration 8Q: 3 clusters Score -203233.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -203280.531250 Penalty: 2371.554688
	Iteration 9Q: 3 clusters Score -203280.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -203325.234375 Penalty: 2371.554688
	Iteration 10Q: 3 clusters Score -203325.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -203351.812500 Penalty: 2371.554688
	Iteration 11Q: 3 clusters Score -203351.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -203369.250000 Penalty: 2371.554688
	Iteration 12Q: 3 clusters Score -203369.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -203379.046875 Penalty: 2371.554688
	Iteration 13Q: 3 clusters Score -203379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -203384.671875 Penalty: 2371.554688
	Iteration 14Q: 3 clusters Score -203384.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -203390.203125 Penalty: 2371.554688
	Iteration 15Q: 3 clusters Score -203390.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -203394.093750 Penalty: 2371.554688
	Iteration 16Q: 3 clusters Score -203394.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -203396.312500 Penalty: 2371.554688
	Iteration 17Q: 3 clusters Score -203396.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -203396.734375 Penalty: 2371.554688
	Iteration 18Q: 3 clusters Score -203396.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -203396.937500 Penalty: 2371.554688
	Iteration 19Q: 3 clusters Score -203396.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -203397.500000 Penalty: 2371.554688
	Iteration 20F: 3 clusters Score -203397.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -203397.812500 Penalty: 2371.554688
	Iteration 21Q: 3 clusters Score -203397.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -203398.812500 Penalty: 2371.554688
	Iteration 22Q: 3 clusters Score -203398.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -203399.906250 Penalty: 2371.554688
	Iteration 23Q: 3 clusters Score -203399.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -203399.906250 Penalty: 2371.554688
	Iteration 24F: 3 clusters Score -203399.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Entering Unmasked Estep 
Score: -1656144.125000 Penalty: 1511.279419
	Iteration 0F: 2 clusters Score -1656144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1648565.375000 Penalty: 3022.558838
	Iteration 0F: 3 clusters Score -1648565 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1650969.375000 Penalty: 3022.558838
	Iteration 1F: 3 clusters Score -1650969 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1651264.500000 Penalty: 3022.558838
	Iteration 2F: 3 clusters Score -1651264 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1651484.750000 Penalty: 3022.558838
	Iteration 3F: 3 clusters Score -1651485 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1651667.250000 Penalty: 3022.558838
	Iteration 4Q: 3 clusters Score -1651667 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1651846.750000 Penalty: 3022.558838
	Iteration 5Q: 3 clusters Score -1651847 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1652040.125000 Penalty: 3022.558838
	Iteration 6Q: 3 clusters Score -1652040 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1652228.125000 Penalty: 3022.558838
	Iteration 7Q: 3 clusters Score -1652228 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1652393.375000 Penalty: 3022.558838
	Iteration 8Q: 3 clusters Score -1652393 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1652549.000000 Penalty: 3022.558838
	Iteration 9Q: 3 clusters Score -1652549 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1652699.500000 Penalty: 3022.558838
	Iteration 10Q: 3 clusters Score -1652700 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1652830.750000 Penalty: 3022.558838
	Iteration 11Q: 3 clusters Score -1652831 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1652970.500000 Penalty: 3022.558838
	Iteration 12Q: 3 clusters Score -1652970 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1653147.250000 Penalty: 3022.558838
	Iteration 13Q: 3 clusters Score -1653147 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1653413.625000 Penalty: 3022.558838
	Iteration 14Q: 3 clusters Score -1653414 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1653778.000000 Penalty: 3022.558838
	Iteration 15Q: 3 clusters Score -1653778 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1654154.750000 Penalty: 3022.558838
	Iteration 16Q: 3 clusters Score -1654155 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1654478.875000 Penalty: 3022.558838
	Iteration 17Q: 3 clusters Score -1654479 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1654704.875000 Penalty: 3022.558838
	Iteration 18Q: 3 clusters Score -1654705 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1654866.000000 Penalty: 3022.558838
	Iteration 19Q: 3 clusters Score -1654866 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1654973.375000 Penalty: 3022.558838
	Iteration 20F: 3 clusters Score -1654973 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1655027.375000 Penalty: 3022.558838
	Iteration 21Q: 3 clusters Score -1655027 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1655057.875000 Penalty: 3022.558838
	Iteration 22Q: 3 clusters Score -1655058 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1655079.500000 Penalty: 3022.558838
	Iteration 23Q: 3 clusters Score -1655080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1655094.750000 Penalty: 3022.558838
	Iteration 24Q: 3 clusters Score -1655095 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1655101.000000 Penalty: 3022.558838
	Iteration 25Q: 3 clusters Score -1655101 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1655107.000000 Penalty: 3022.558838
	Iteration 26Q: 3 clusters Score -1655107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1655114.375000 Penalty: 3022.558838
	Iteration 27Q: 3 clusters Score -1655114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1655114.750000 Penalty: 3022.558838
	Iteration 28Q: 3 clusters Score -1655115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1655119.500000 Penalty: 3022.558838
	Iteration 29Q: 3 clusters Score -1655120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1655121.375000 Penalty: 3022.558838
	Iteration 30Q: 3 clusters Score -1655121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1655122.250000 Penalty: 3022.558838
	Iteration 31Q: 3 clusters Score -1655122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1655119.500000 Penalty: 3022.558838
	Iteration 32Q: 3 clusters Score -1655120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1655120.500000 Penalty: 3022.558838
	Iteration 33Q: 3 clusters Score -1655120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1655121.625000 Penalty: 3022.558838
	Iteration 34Q: 3 clusters Score -1655122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1655121.625000 Penalty: 3022.558838
	Iteration 35F: 3 clusters Score -1655122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Entering Unmasked Estep 
Score: -166502.234375 Penalty: 1158.119751
	Iteration 0F: 2 clusters Score -166502.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -164899.546875 Penalty: 2316.239502
	Iteration 0F: 3 clusters Score -164899.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -165257.078125 Penalty: 2316.239502
	Iteration 1F: 3 clusters Score -165257.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -165366.484375 Penalty: 2316.239502
	Iteration 2F: 3 clusters Score -165366.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -165447.984375 Penalty: 2316.239502
	Iteration 3F: 3 clusters Score -165448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -165489.312500 Penalty: 2316.239502
	Iteration 4Q: 3 clusters Score -165489.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -165517.187500 Penalty: 2316.239502
	Iteration 5Q: 3 clusters Score -165517.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -165525.765625 Penalty: 2316.239502
	Iteration 6Q: 3 clusters Score -165525.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -165530.312500 Penalty: 2316.239502
	Iteration 7Q: 3 clusters Score -165530.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -165533.437500 Penalty: 2316.239502
	Iteration 8Q: 3 clusters Score -165533.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -165536.953125 Penalty: 2316.239502
	Iteration 9Q: 3 clusters Score -165537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -165540.890625 Penalty: 2316.239502
	Iteration 10Q: 3 clusters Score -165540.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -165542.406250 Penalty: 2316.239502
	Iteration 11Q: 3 clusters Score -165542.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -165546.437500 Penalty: 2316.239502
	Iteration 12Q: 3 clusters Score -165546.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -165549.078125 Penalty: 2316.239502
	Iteration 13Q: 3 clusters Score -165549.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -165553.359375 Penalty: 2316.239502
	Iteration 14Q: 3 clusters Score -165553.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -165555.703125 Penalty: 2316.239502
	Iteration 15Q: 3 clusters Score -165555.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -165559.078125 Penalty: 2316.239502
	Iteration 16Q: 3 clusters Score -165559.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -165561.406250 Penalty: 2316.239502
	Iteration 17Q: 3 clusters Score -165561.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -165563.062500 Penalty: 2316.239502
	Iteration 18Q: 3 clusters Score -165563.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -165564.953125 Penalty: 2316.239502
	Iteration 19Q: 3 clusters Score -165565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -165567.046875 Penalty: 2316.239502
	Iteration 20F: 3 clusters Score -165567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -165569.906250 Penalty: 2316.239502
	Iteration 21Q: 3 clusters Score -165569.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -165572.796875 Penalty: 2316.239502
	Iteration 22Q: 3 clusters Score -165572.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -165575.546875 Penalty: 2316.239502
	Iteration 23Q: 3 clusters Score -165575.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -165579.625000 Penalty: 2316.239502
	Iteration 24Q: 3 clusters Score -165579.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -165586.421875 Penalty: 2316.239502
	Iteration 25Q: 3 clusters Score -165586.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -165598.671875 Penalty: 2316.239502
	Iteration 26Q: 3 clusters Score -165598.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -165609.781250 Penalty: 2316.239502
	Iteration 27Q: 3 clusters Score -165609.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -165623.906250 Penalty: 2316.239502
	Iteration 28Q: 3 clusters Score -165623.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -165636.343750 Penalty: 2316.239502
	Iteration 29Q: 3 clusters Score -165636.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -165650.171875 Penalty: 2316.239502
	Iteration 30Q: 3 clusters Score -165650.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -165666.468750 Penalty: 2316.239502
	Iteration 31Q: 3 clusters Score -165666.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -165699.984375 Penalty: 2316.239502
	Iteration 32Q: 3 clusters Score -165700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -165723.937500 Penalty: 2316.239502
	Iteration 33Q: 3 clusters Score -165723.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -165743.125000 Penalty: 2316.239502
	Iteration 34Q: 3 clusters Score -165743.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -165751.187500 Penalty: 2316.239502
	Iteration 35Q: 3 clusters Score -165751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -165753.359375 Penalty: 2316.239502
	Iteration 36Q: 3 clusters Score -165753.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -165756.140625 Penalty: 2316.239502
	Iteration 37Q: 3 clusters Score -165756.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -165757.468750 Penalty: 2316.239502
	Iteration 38Q: 3 clusters Score -165757.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -165759.453125 Penalty: 2316.239502
	Iteration 39Q: 3 clusters Score -165759.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -165760.468750 Penalty: 2316.239502
	Iteration 40F: 3 clusters Score -165760.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -165761.343750 Penalty: 2316.239502
	Iteration 41Q: 3 clusters Score -165761.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -165762.343750 Penalty: 2316.239502
	Iteration 42Q: 3 clusters Score -165762.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -165762.343750 Penalty: 2316.239502
	Iteration 43F: 3 clusters Score -165762.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -258177.984375 Penalty: 1241.363647
	Iteration 0F: 2 clusters Score -258178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -256067.421875 Penalty: 2482.727295
	Iteration 0F: 3 clusters Score -256067.4 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -256621.796875 Penalty: 2482.727295
	Iteration 1F: 3 clusters Score -256621.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -256788.906250 Penalty: 2482.727295
	Iteration 2F: 3 clusters Score -256788.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -256941.468750 Penalty: 2482.727295
	Iteration 3F: 3 clusters Score -256941.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -257074.937500 Penalty: 2482.727295
	Iteration 4F: 3 clusters Score -257074.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -257204.984375 Penalty: 2482.727295
	Iteration 5F: 3 clusters Score -257205 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -257352.937500 Penalty: 2482.727295
	Iteration 6F: 3 clusters Score -257352.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -257450.234375 Penalty: 2482.727295
	Iteration 7Q: 3 clusters Score -257450.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -257530.796875 Penalty: 2482.727295
	Iteration 8Q: 3 clusters Score -257530.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -257613.984375 Penalty: 2482.727295
	Iteration 9Q: 3 clusters Score -257614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -257680.187500 Penalty: 2482.727295
	Iteration 10Q: 3 clusters Score -257680.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -257746.656250 Penalty: 2482.727295
	Iteration 11Q: 3 clusters Score -257746.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -257822.468750 Penalty: 2482.727295
	Iteration 12Q: 3 clusters Score -257822.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -257878.343750 Penalty: 2482.727295
	Iteration 13Q: 3 clusters Score -257878.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -257904.562500 Penalty: 2482.727295
	Iteration 14Q: 3 clusters Score -257904.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -257921.531250 Penalty: 2482.727295
	Iteration 15Q: 3 clusters Score -257921.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -257932.625000 Penalty: 2482.727295
	Iteration 16Q: 3 clusters Score -257932.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -257939.546875 Penalty: 2482.727295
	Iteration 17Q: 3 clusters Score -257939.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -257948.328125 Penalty: 2482.727295
	Iteration 18Q: 3 clusters Score -257948.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -257958.140625 Penalty: 2482.727295
	Iteration 19Q: 3 clusters Score -257958.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -257964.968750 Penalty: 2482.727295
	Iteration 20F: 3 clusters Score -257965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -257969.890625 Penalty: 2482.727295
	Iteration 21Q: 3 clusters Score -257969.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -257975.687500 Penalty: 2482.727295
	Iteration 22Q: 3 clusters Score -257975.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -257981.015625 Penalty: 2482.727295
	Iteration 23Q: 3 clusters Score -257981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -257987.296875 Penalty: 2482.727295
	Iteration 24Q: 3 clusters Score -257987.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -257992.171875 Penalty: 2482.727295
	Iteration 25Q: 3 clusters Score -257992.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -257997.046875 Penalty: 2482.727295
	Iteration 26Q: 3 clusters Score -257997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -258002.140625 Penalty: 2482.727295
	Iteration 27Q: 3 clusters Score -258002.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -258005.562500 Penalty: 2482.727295
	Iteration 28Q: 3 clusters Score -258005.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -258009.031250 Penalty: 2482.727295
	Iteration 29Q: 3 clusters Score -258009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -258011.765625 Penalty: 2482.727295
	Iteration 30Q: 3 clusters Score -258011.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -258017.484375 Penalty: 2482.727295
	Iteration 31Q: 3 clusters Score -258017.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -258024.296875 Penalty: 2482.727295
	Iteration 32Q: 3 clusters Score -258024.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -258037.171875 Penalty: 2482.727295
	Iteration 33Q: 3 clusters Score -258037.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -258050.968750 Penalty: 2482.727295
	Iteration 34Q: 3 clusters Score -258051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -258062.093750 Penalty: 2482.727295
	Iteration 35Q: 3 clusters Score -258062.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -258070.328125 Penalty: 2482.727295
	Iteration 36Q: 3 clusters Score -258070.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -258081.250000 Penalty: 2482.727295
	Iteration 37Q: 3 clusters Score -258081.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -258095.421875 Penalty: 2482.727295
	Iteration 38Q: 3 clusters Score -258095.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -258104.484375 Penalty: 2482.727295
	Iteration 39Q: 3 clusters Score -258104.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -258115.953125 Penalty: 2482.727295
	Iteration 40F: 3 clusters Score -258116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -258127.859375 Penalty: 2482.727295
	Iteration 41Q: 3 clusters Score -258127.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -258135.234375 Penalty: 2482.727295
	Iteration 42Q: 3 clusters Score -258135.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -258142.078125 Penalty: 2482.727295
	Iteration 43Q: 3 clusters Score -258142.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -258152.984375 Penalty: 2482.727295
	Iteration 44Q: 3 clusters Score -258153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -258157.984375 Penalty: 2482.727295
	Iteration 45Q: 3 clusters Score -258158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -258167.375000 Penalty: 2482.727295
	Iteration 46Q: 3 clusters Score -258167.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -258173.890625 Penalty: 2482.727295
	Iteration 47Q: 3 clusters Score -258173.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -258176.468750 Penalty: 2482.727295
	Iteration 48Q: 3 clusters Score -258176.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -258178.406250 Penalty: 2482.727295
	Iteration 49Q: 3 clusters Score -258178.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -258179.984375 Penalty: 2482.727295
	Iteration 50Q: 3 clusters Score -258180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -258179.984375 Penalty: 2482.727295
	Iteration 51F: 3 clusters Score -258180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7766 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24813 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5080 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12824 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6551 members 
Mstep: Class 37 contains 9492 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 14963 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20274 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2204 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13638 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15599 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22473 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Mstep: Class 86 contains 940 members 
Entering Unmasked Estep 
Score: -85935000.000000 Penalty: 185964.312500
Splitting cluster 27 changes total score from -85935760.000000 to -85935000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (9391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Entering Unmasked Estep 
Score: -1337904.625000 Penalty: 1486.469849
	Iteration 0F: 2 clusters Score -1337905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1331170.375000 Penalty: 2972.939697
	Iteration 0F: 3 clusters Score -1331170 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1333406.375000 Penalty: 2972.939697
	Iteration 1F: 3 clusters Score -1333406 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1333659.750000 Penalty: 2972.939697
	Iteration 2F: 3 clusters Score -1333660 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1333876.625000 Penalty: 2972.939697
	Iteration 3Q: 3 clusters Score -1333877 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1334089.375000 Penalty: 2972.939697
	Iteration 4Q: 3 clusters Score -1334089 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1334310.125000 Penalty: 2972.939697
	Iteration 5Q: 3 clusters Score -1334310 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1334538.875000 Penalty: 2972.939697
	Iteration 6Q: 3 clusters Score -1334539 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1334792.875000 Penalty: 2972.939697
	Iteration 7Q: 3 clusters Score -1334793 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1335100.375000 Penalty: 2972.939697
	Iteration 8F: 3 clusters Score -1335100 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1335387.750000 Penalty: 2972.939697
	Iteration 9Q: 3 clusters Score -1335388 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1335666.625000 Penalty: 2972.939697
	Iteration 10Q: 3 clusters Score -1335667 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1335955.500000 Penalty: 2972.939697
	Iteration 11Q: 3 clusters Score -1335956 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1336200.625000 Penalty: 2972.939697
	Iteration 12Q: 3 clusters Score -1336201 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1336366.375000 Penalty: 2972.939697
	Iteration 13Q: 3 clusters Score -1336366 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1336475.750000 Penalty: 2972.939697
	Iteration 14Q: 3 clusters Score -1336476 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1336552.250000 Penalty: 2972.939697
	Iteration 15Q: 3 clusters Score -1336552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1336597.750000 Penalty: 2972.939697
	Iteration 16Q: 3 clusters Score -1336598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1336639.000000 Penalty: 2972.939697
	Iteration 17Q: 3 clusters Score -1336639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1336662.750000 Penalty: 2972.939697
	Iteration 18Q: 3 clusters Score -1336663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1336678.625000 Penalty: 2972.939697
	Iteration 19Q: 3 clusters Score -1336679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1336706.000000 Penalty: 2972.939697
	Iteration 20F: 3 clusters Score -1336706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1336725.500000 Penalty: 2972.939697
	Iteration 21Q: 3 clusters Score -1336726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1336733.375000 Penalty: 2972.939697
	Iteration 22Q: 3 clusters Score -1336733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1336747.875000 Penalty: 2972.939697
	Iteration 23Q: 3 clusters Score -1336748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1336760.500000 Penalty: 2972.939697
	Iteration 24Q: 3 clusters Score -1336760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1336765.375000 Penalty: 2972.939697
	Iteration 25Q: 3 clusters Score -1336765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1336767.125000 Penalty: 2972.939697
	Iteration 26Q: 3 clusters Score -1336767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1336769.000000 Penalty: 2972.939697
	Iteration 27Q: 3 clusters Score -1336769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1336769.250000 Penalty: 2972.939697
	Iteration 28Q: 3 clusters Score -1336769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1336769.250000 Penalty: 2972.939697
	Iteration 29F: 3 clusters Score -1336769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Entering Unmasked Estep 
Score: -2250562.000000 Penalty: 1559.208008
	Iteration 0F: 2 clusters Score -2250562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2240658.500000 Penalty: 3118.416016
	Iteration 0F: 3 clusters Score -2240658 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2244194.750000 Penalty: 3118.416016
	Iteration 1F: 3 clusters Score -2244195 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2244611.250000 Penalty: 3118.416016
	Iteration 2F: 3 clusters Score -2244611 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2245014.750000 Penalty: 3118.416016
	Iteration 3F: 3 clusters Score -2245015 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2245417.250000 Penalty: 3118.416016
	Iteration 4F: 3 clusters Score -2245417 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2245868.000000 Penalty: 3118.416016
	Iteration 5F: 3 clusters Score -2245868 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2246328.250000 Penalty: 3118.416016
	Iteration 6F: 3 clusters Score -2246328 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2246796.250000 Penalty: 3118.416016
	Iteration 7F: 3 clusters Score -2246796 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2247268.750000 Penalty: 3118.416016
	Iteration 8F: 3 clusters Score -2247269 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2247729.500000 Penalty: 3118.416016
	Iteration 9Q: 3 clusters Score -2247730 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2248113.500000 Penalty: 3118.416016
	Iteration 10Q: 3 clusters Score -2248114 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2248371.500000 Penalty: 3118.416016
	Iteration 11Q: 3 clusters Score -2248372 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2248566.500000 Penalty: 3118.416016
	Iteration 12Q: 3 clusters Score -2248566 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2248695.250000 Penalty: 3118.416016
	Iteration 13Q: 3 clusters Score -2248695 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2248810.500000 Penalty: 3118.416016
	Iteration 14Q: 3 clusters Score -2248810 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2248882.000000 Penalty: 3118.416016
	Iteration 15Q: 3 clusters Score -2248882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2248922.500000 Penalty: 3118.416016
	Iteration 16Q: 3 clusters Score -2248922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2248966.750000 Penalty: 3118.416016
	Iteration 17Q: 3 clusters Score -2248967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2248999.250000 Penalty: 3118.416016
	Iteration 18Q: 3 clusters Score -2248999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2249025.000000 Penalty: 3118.416016
	Iteration 19Q: 3 clusters Score -2249025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2249044.250000 Penalty: 3118.416016
	Iteration 20F: 3 clusters Score -2249044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2249053.250000 Penalty: 3118.416016
	Iteration 21Q: 3 clusters Score -2249053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2249070.750000 Penalty: 3118.416016
	Iteration 22Q: 3 clusters Score -2249071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2249080.500000 Penalty: 3118.416016
	Iteration 23Q: 3 clusters Score -2249080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2249087.500000 Penalty: 3118.416016
	Iteration 24Q: 3 clusters Score -2249088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2249094.750000 Penalty: 3118.416016
	Iteration 25Q: 3 clusters Score -2249095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2249098.750000 Penalty: 3118.416016
	Iteration 26Q: 3 clusters Score -2249099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2249101.750000 Penalty: 3118.416016
	Iteration 27Q: 3 clusters Score -2249102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2249107.500000 Penalty: 3118.416016
	Iteration 28Q: 3 clusters Score -2249108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2249105.500000 Penalty: 3118.416016
	Iteration 29Q: 3 clusters Score -2249106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2249105.500000 Penalty: 3118.416016
	Iteration 30F: 3 clusters Score -2249106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Entering Unmasked Estep 
Score: -555376.937500 Penalty: 1352.507446
	Iteration 0F: 2 clusters Score -555376.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -551948.812500 Penalty: 2705.014893
	Iteration 0F: 3 clusters Score -551948.8 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -552930.687500 Penalty: 2705.014893
	Iteration 1F: 3 clusters Score -552930.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -553193.062500 Penalty: 2705.014893
	Iteration 2F: 3 clusters Score -553193.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -553404.000000 Penalty: 2705.014893
	Iteration 3F: 3 clusters Score -553404 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -553595.312500 Penalty: 2705.014893
	Iteration 4F: 3 clusters Score -553595.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -553749.937500 Penalty: 2705.014893
	Iteration 5F: 3 clusters Score -553749.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -553879.812500 Penalty: 2705.014893
	Iteration 6Q: 3 clusters Score -553879.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -553965.250000 Penalty: 2705.014893
	Iteration 7Q: 3 clusters Score -553965.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -554034.062500 Penalty: 2705.014893
	Iteration 8Q: 3 clusters Score -554034.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -554092.312500 Penalty: 2705.014893
	Iteration 9Q: 3 clusters Score -554092.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -554141.562500 Penalty: 2705.014893
	Iteration 10Q: 3 clusters Score -554141.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -554176.062500 Penalty: 2705.014893
	Iteration 11Q: 3 clusters Score -554176.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -554201.250000 Penalty: 2705.014893
	Iteration 12Q: 3 clusters Score -554201.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -554229.250000 Penalty: 2705.014893
	Iteration 13Q: 3 clusters Score -554229.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -554261.125000 Penalty: 2705.014893
	Iteration 14Q: 3 clusters Score -554261.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -554288.250000 Penalty: 2705.014893
	Iteration 15Q: 3 clusters Score -554288.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -554306.687500 Penalty: 2705.014893
	Iteration 16Q: 3 clusters Score -554306.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -554324.312500 Penalty: 2705.014893
	Iteration 17Q: 3 clusters Score -554324.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -554335.125000 Penalty: 2705.014893
	Iteration 18Q: 3 clusters Score -554335.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -554346.125000 Penalty: 2705.014893
	Iteration 19Q: 3 clusters Score -554346.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -554350.625000 Penalty: 2705.014893
	Iteration 20F: 3 clusters Score -554350.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -554359.437500 Penalty: 2705.014893
	Iteration 21Q: 3 clusters Score -554359.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -554363.812500 Penalty: 2705.014893
	Iteration 22Q: 3 clusters Score -554363.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -554369.875000 Penalty: 2705.014893
	Iteration 23Q: 3 clusters Score -554369.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -554374.062500 Penalty: 2705.014893
	Iteration 24Q: 3 clusters Score -554374.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -554377.000000 Penalty: 2705.014893
	Iteration 25Q: 3 clusters Score -554377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -554379.500000 Penalty: 2705.014893
	Iteration 26Q: 3 clusters Score -554379.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -554379.562500 Penalty: 2705.014893
	Iteration 27Q: 3 clusters Score -554379.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -554381.000000 Penalty: 2705.014893
	Iteration 28Q: 3 clusters Score -554381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -554381.562500 Penalty: 2705.014893
	Iteration 29Q: 3 clusters Score -554381.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -554382.312500 Penalty: 2705.014893
	Iteration 30Q: 3 clusters Score -554382.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -554382.312500 Penalty: 2705.014893
	Iteration 31F: 3 clusters Score -554382.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Entering Unmasked Estep 
Score: -402166.375000 Penalty: 1302.866089
	Iteration 0F: 2 clusters Score -402166.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -399467.062500 Penalty: 2605.732178
	Iteration 0F: 3 clusters Score -399467.1 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -400262.843750 Penalty: 2605.732178
	Iteration 1F: 3 clusters Score -400262.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -400493.093750 Penalty: 2605.732178
	Iteration 2F: 3 clusters Score -400493.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -400681.343750 Penalty: 2605.732178
	Iteration 3F: 3 clusters Score -400681.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -400817.968750 Penalty: 2605.732178
	Iteration 4F: 3 clusters Score -400818 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -400899.093750 Penalty: 2605.732178
	Iteration 5Q: 3 clusters Score -400899.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -400950.281250 Penalty: 2605.732178
	Iteration 6Q: 3 clusters Score -400950.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -400984.062500 Penalty: 2605.732178
	Iteration 7Q: 3 clusters Score -400984.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -401010.656250 Penalty: 2605.732178
	Iteration 8Q: 3 clusters Score -401010.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -401033.843750 Penalty: 2605.732178
	Iteration 9Q: 3 clusters Score -401033.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -401053.437500 Penalty: 2605.732178
	Iteration 10Q: 3 clusters Score -401053.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -401069.000000 Penalty: 2605.732178
	Iteration 11Q: 3 clusters Score -401069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -401079.375000 Penalty: 2605.732178
	Iteration 12Q: 3 clusters Score -401079.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -401089.031250 Penalty: 2605.732178
	Iteration 13Q: 3 clusters Score -401089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -401098.781250 Penalty: 2605.732178
	Iteration 14Q: 3 clusters Score -401098.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -401106.593750 Penalty: 2605.732178
	Iteration 15Q: 3 clusters Score -401106.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -401117.656250 Penalty: 2605.732178
	Iteration 16Q: 3 clusters Score -401117.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -401130.000000 Penalty: 2605.732178
	Iteration 17Q: 3 clusters Score -401130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -401147.093750 Penalty: 2605.732178
	Iteration 18Q: 3 clusters Score -401147.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -401168.312500 Penalty: 2605.732178
	Iteration 19Q: 3 clusters Score -401168.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -401182.562500 Penalty: 2605.732178
	Iteration 20F: 3 clusters Score -401182.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -401197.531250 Penalty: 2605.732178
	Iteration 21Q: 3 clusters Score -401197.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -401217.875000 Penalty: 2605.732178
	Iteration 22Q: 3 clusters Score -401217.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -401239.843750 Penalty: 2605.732178
	Iteration 23Q: 3 clusters Score -401239.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -401256.968750 Penalty: 2605.732178
	Iteration 24Q: 3 clusters Score -401257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -401266.531250 Penalty: 2605.732178
	Iteration 25Q: 3 clusters Score -401266.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -401277.531250 Penalty: 2605.732178
	Iteration 26Q: 3 clusters Score -401277.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -401292.406250 Penalty: 2605.732178
	Iteration 27Q: 3 clusters Score -401292.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -401317.625000 Penalty: 2605.732178
	Iteration 28Q: 3 clusters Score -401317.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -401341.375000 Penalty: 2605.732178
	Iteration 29Q: 3 clusters Score -401341.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -401363.687500 Penalty: 2605.732178
	Iteration 30Q: 3 clusters Score -401363.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -401391.906250 Penalty: 2605.732178
	Iteration 31Q: 3 clusters Score -401391.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -401416.187500 Penalty: 2605.732178
	Iteration 32Q: 3 clusters Score -401416.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -401444.625000 Penalty: 2605.732178
	Iteration 33Q: 3 clusters Score -401444.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -401474.343750 Penalty: 2605.732178
	Iteration 34Q: 3 clusters Score -401474.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -401512.625000 Penalty: 2605.732178
	Iteration 35Q: 3 clusters Score -401512.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -401543.625000 Penalty: 2605.732178
	Iteration 36Q: 3 clusters Score -401543.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -401573.593750 Penalty: 2605.732178
	Iteration 37Q: 3 clusters Score -401573.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -401601.781250 Penalty: 2605.732178
	Iteration 38Q: 3 clusters Score -401601.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -401628.312500 Penalty: 2605.732178
	Iteration 39Q: 3 clusters Score -401628.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -401650.656250 Penalty: 2605.732178
	Iteration 40F: 3 clusters Score -401650.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -401664.875000 Penalty: 2605.732178
	Iteration 41Q: 3 clusters Score -401664.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -401673.406250 Penalty: 2605.732178
	Iteration 42Q: 3 clusters Score -401673.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -401685.031250 Penalty: 2605.732178
	Iteration 43Q: 3 clusters Score -401685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -401693.062500 Penalty: 2605.732178
	Iteration 44Q: 3 clusters Score -401693.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -401705.656250 Penalty: 2605.732178
	Iteration 45Q: 3 clusters Score -401705.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -401714.125000 Penalty: 2605.732178
	Iteration 46Q: 3 clusters Score -401714.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -401718.781250 Penalty: 2605.732178
	Iteration 47Q: 3 clusters Score -401718.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -401722.437500 Penalty: 2605.732178
	Iteration 48Q: 3 clusters Score -401722.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -401725.125000 Penalty: 2605.732178
	Iteration 49Q: 3 clusters Score -401725.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -401727.437500 Penalty: 2605.732178
	Iteration 50Q: 3 clusters Score -401727.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -401729.125000 Penalty: 2605.732178
	Iteration 51Q: 3 clusters Score -401729.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -401731.406250 Penalty: 2605.732178
	Iteration 52Q: 3 clusters Score -401731.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -401734.687500 Penalty: 2605.732178
	Iteration 53Q: 3 clusters Score -401734.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -401736.093750 Penalty: 2605.732178
	Iteration 54Q: 3 clusters Score -401736.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -401736.312500 Penalty: 2605.732178
	Iteration 55Q: 3 clusters Score -401736.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -401736.312500 Penalty: 2605.732178
	Iteration 56F: 3 clusters Score -401736.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Entering Unmasked Estep 
Score: -374211.593750 Penalty: 1290.576172
	Iteration 0F: 2 clusters Score -374211.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -371671.531250 Penalty: 2581.152344
	Iteration 0F: 3 clusters Score -371671.5 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -372628.218750 Penalty: 2581.152344
	Iteration 1F: 3 clusters Score -372628.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -373013.656250 Penalty: 2581.152344
	Iteration 2F: 3 clusters Score -373013.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -373291.187500 Penalty: 2581.152344
	Iteration 3F: 3 clusters Score -373291.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -373467.062500 Penalty: 2581.152344
	Iteration 4F: 3 clusters Score -373467.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -373601.781250 Penalty: 2581.152344
	Iteration 5Q: 3 clusters Score -373601.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -373687.406250 Penalty: 2581.152344
	Iteration 6Q: 3 clusters Score -373687.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -373732.468750 Penalty: 2581.152344
	Iteration 7Q: 3 clusters Score -373732.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -373758.781250 Penalty: 2581.152344
	Iteration 8Q: 3 clusters Score -373758.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -373772.500000 Penalty: 2581.152344
	Iteration 9Q: 3 clusters Score -373772.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -373780.656250 Penalty: 2581.152344
	Iteration 10Q: 3 clusters Score -373780.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -373788.156250 Penalty: 2581.152344
	Iteration 11Q: 3 clusters Score -373788.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -373796.281250 Penalty: 2581.152344
	Iteration 12Q: 3 clusters Score -373796.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -373801.656250 Penalty: 2581.152344
	Iteration 13Q: 3 clusters Score -373801.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -373804.812500 Penalty: 2581.152344
	Iteration 14Q: 3 clusters Score -373804.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -373809.250000 Penalty: 2581.152344
	Iteration 15Q: 3 clusters Score -373809.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -373812.312500 Penalty: 2581.152344
	Iteration 16Q: 3 clusters Score -373812.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -373815.281250 Penalty: 2581.152344
	Iteration 17Q: 3 clusters Score -373815.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -373816.406250 Penalty: 2581.152344
	Iteration 18Q: 3 clusters Score -373816.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -373818.125000 Penalty: 2581.152344
	Iteration 19Q: 3 clusters Score -373818.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -373818.843750 Penalty: 2581.152344
	Iteration 20F: 3 clusters Score -373818.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -373820.406250 Penalty: 2581.152344
	Iteration 21Q: 3 clusters Score -373820.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -373822.000000 Penalty: 2581.152344
	Iteration 22Q: 3 clusters Score -373822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -373824.093750 Penalty: 2581.152344
	Iteration 23Q: 3 clusters Score -373824.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -373826.531250 Penalty: 2581.152344
	Iteration 24Q: 3 clusters Score -373826.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -373831.125000 Penalty: 2581.152344
	Iteration 25Q: 3 clusters Score -373831.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -373834.218750 Penalty: 2581.152344
	Iteration 26Q: 3 clusters Score -373834.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -373835.468750 Penalty: 2581.152344
	Iteration 27Q: 3 clusters Score -373835.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -373836.281250 Penalty: 2581.152344
	Iteration 28Q: 3 clusters Score -373836.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -373836.281250 Penalty: 2581.152344
	Iteration 29F: 3 clusters Score -373836.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Entering Unmasked Estep 
Score: -1941947.375000 Penalty: 1537.099487
	Iteration 0F: 2 clusters Score -1941947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1933190.875000 Penalty: 3074.198975
	Iteration 0F: 3 clusters Score -1933191 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1936174.750000 Penalty: 3074.198975
	Iteration 1F: 3 clusters Score -1936175 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1936487.125000 Penalty: 3074.198975
	Iteration 2F: 3 clusters Score -1936487 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1936759.500000 Penalty: 3074.198975
	Iteration 3Q: 3 clusters Score -1936760 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1937039.750000 Penalty: 3074.198975
	Iteration 4Q: 3 clusters Score -1937040 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1937332.500000 Penalty: 3074.198975
	Iteration 5Q: 3 clusters Score -1937332 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1937648.125000 Penalty: 3074.198975
	Iteration 6Q: 3 clusters Score -1937648 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1937935.625000 Penalty: 3074.198975
	Iteration 7Q: 3 clusters Score -1937936 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1938230.000000 Penalty: 3074.198975
	Iteration 8Q: 3 clusters Score -1938230 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1938525.750000 Penalty: 3074.198975
	Iteration 9Q: 3 clusters Score -1938526 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1938828.750000 Penalty: 3074.198975
	Iteration 10Q: 3 clusters Score -1938829 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1939129.625000 Penalty: 3074.198975
	Iteration 11Q: 3 clusters Score -1939130 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1939446.750000 Penalty: 3074.198975
	Iteration 12Q: 3 clusters Score -1939447 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1939713.375000 Penalty: 3074.198975
	Iteration 13Q: 3 clusters Score -1939713 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1939927.625000 Penalty: 3074.198975
	Iteration 14Q: 3 clusters Score -1939928 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1940104.500000 Penalty: 3074.198975
	Iteration 15Q: 3 clusters Score -1940104 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1940205.250000 Penalty: 3074.198975
	Iteration 16Q: 3 clusters Score -1940205 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1940289.375000 Penalty: 3074.198975
	Iteration 17Q: 3 clusters Score -1940289 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1940365.750000 Penalty: 3074.198975
	Iteration 18Q: 3 clusters Score -1940366 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1940413.250000 Penalty: 3074.198975
	Iteration 19Q: 3 clusters Score -1940413 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1940456.375000 Penalty: 3074.198975
	Iteration 20F: 3 clusters Score -1940456 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1940504.500000 Penalty: 3074.198975
	Iteration 21Q: 3 clusters Score -1940504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1940526.250000 Penalty: 3074.198975
	Iteration 22Q: 3 clusters Score -1940526 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1940546.250000 Penalty: 3074.198975
	Iteration 23Q: 3 clusters Score -1940546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1940559.625000 Penalty: 3074.198975
	Iteration 24Q: 3 clusters Score -1940560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1940575.000000 Penalty: 3074.198975
	Iteration 25Q: 3 clusters Score -1940575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1940593.750000 Penalty: 3074.198975
	Iteration 26Q: 3 clusters Score -1940594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1940599.875000 Penalty: 3074.198975
	Iteration 27Q: 3 clusters Score -1940600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1940604.875000 Penalty: 3074.198975
	Iteration 28Q: 3 clusters Score -1940605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1940611.625000 Penalty: 3074.198975
	Iteration 29Q: 3 clusters Score -1940612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1940619.875000 Penalty: 3074.198975
	Iteration 30Q: 3 clusters Score -1940620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1940626.500000 Penalty: 3074.198975
	Iteration 31Q: 3 clusters Score -1940626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1940638.750000 Penalty: 3074.198975
	Iteration 32Q: 3 clusters Score -1940639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1940643.125000 Penalty: 3074.198975
	Iteration 33Q: 3 clusters Score -1940643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1940645.000000 Penalty: 3074.198975
	Iteration 34Q: 3 clusters Score -1940645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1940653.500000 Penalty: 3074.198975
	Iteration 35Q: 3 clusters Score -1940654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1940653.375000 Penalty: 3074.198975
	Iteration 36Q: 3 clusters Score -1940653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1940653.500000 Penalty: 3074.198975
	Iteration 37Q: 3 clusters Score -1940654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1940654.000000 Penalty: 3074.198975
	Iteration 38Q: 3 clusters Score -1940654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1940652.500000 Penalty: 3074.198975
	Iteration 39Q: 3 clusters Score -1940652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1940656.500000 Penalty: 3074.198975
	Iteration 40F: 3 clusters Score -1940656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1940659.375000 Penalty: 3074.198975
	Iteration 41Q: 3 clusters Score -1940659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1940659.375000 Penalty: 3074.198975
	Iteration 42F: 3 clusters Score -1940659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -169110.812500 Penalty: 1165.768188
	Iteration 0F: 2 clusters Score -169110.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -167479.421875 Penalty: 2331.536377
	Iteration 0F: 3 clusters Score -167479.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -167846.765625 Penalty: 2331.536377
	Iteration 1F: 3 clusters Score -167846.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -167964.921875 Penalty: 2331.536377
	Iteration 2F: 3 clusters Score -167964.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -168065.109375 Penalty: 2331.536377
	Iteration 3F: 3 clusters Score -168065.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -168120.609375 Penalty: 2331.536377
	Iteration 4Q: 3 clusters Score -168120.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -168157.859375 Penalty: 2331.536377
	Iteration 5Q: 3 clusters Score -168157.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -168182.234375 Penalty: 2331.536377
	Iteration 6Q: 3 clusters Score -168182.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -168200.640625 Penalty: 2331.536377
	Iteration 7Q: 3 clusters Score -168200.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -168219.906250 Penalty: 2331.536377
	Iteration 8Q: 3 clusters Score -168219.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -168238.281250 Penalty: 2331.536377
	Iteration 9Q: 3 clusters Score -168238.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -168259.390625 Penalty: 2331.536377
	Iteration 10Q: 3 clusters Score -168259.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -168274.890625 Penalty: 2331.536377
	Iteration 11Q: 3 clusters Score -168274.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -168289.921875 Penalty: 2331.536377
	Iteration 12Q: 3 clusters Score -168289.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -168299.296875 Penalty: 2331.536377
	Iteration 13Q: 3 clusters Score -168299.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -168303.203125 Penalty: 2331.536377
	Iteration 14Q: 3 clusters Score -168303.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -168307.968750 Penalty: 2331.536377
	Iteration 15Q: 3 clusters Score -168308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -168310.859375 Penalty: 2331.536377
	Iteration 16Q: 3 clusters Score -168310.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -168313.218750 Penalty: 2331.536377
	Iteration 17Q: 3 clusters Score -168313.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -168323.078125 Penalty: 2331.536377
	Iteration 18Q: 3 clusters Score -168323.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -168329.265625 Penalty: 2331.536377
	Iteration 19Q: 3 clusters Score -168329.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -168333.812500 Penalty: 2331.536377
	Iteration 20F: 3 clusters Score -168333.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -168342.578125 Penalty: 2331.536377
	Iteration 21Q: 3 clusters Score -168342.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -168354.140625 Penalty: 2331.536377
	Iteration 22Q: 3 clusters Score -168354.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -168365.171875 Penalty: 2331.536377
	Iteration 23Q: 3 clusters Score -168365.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -168367.953125 Penalty: 2331.536377
	Iteration 24Q: 3 clusters Score -168368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -168369.796875 Penalty: 2331.536377
	Iteration 25Q: 3 clusters Score -168369.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -168371.140625 Penalty: 2331.536377
	Iteration 26Q: 3 clusters Score -168371.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -168374.593750 Penalty: 2331.536377
	Iteration 27Q: 3 clusters Score -168374.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -168380.078125 Penalty: 2331.536377
	Iteration 28Q: 3 clusters Score -168380.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -168382.609375 Penalty: 2331.536377
	Iteration 29Q: 3 clusters Score -168382.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -168384.296875 Penalty: 2331.536377
	Iteration 30Q: 3 clusters Score -168384.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -168386.203125 Penalty: 2331.536377
	Iteration 31Q: 3 clusters Score -168386.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -168389.562500 Penalty: 2331.536377
	Iteration 32Q: 3 clusters Score -168389.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -168391.546875 Penalty: 2331.536377
	Iteration 33Q: 3 clusters Score -168391.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -168393.203125 Penalty: 2331.536377
	Iteration 34Q: 3 clusters Score -168393.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -168393.968750 Penalty: 2331.536377
	Iteration 35Q: 3 clusters Score -168394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -168394.250000 Penalty: 2331.536377
	Iteration 36Q: 3 clusters Score -168394.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -168394.250000 Penalty: 2331.536377
	Iteration 37F: 3 clusters Score -168394.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -188866.984375 Penalty: 1177.997437
	Iteration 0F: 2 clusters Score -188867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -187170.531250 Penalty: 2355.994873
	Iteration 0F: 3 clusters Score -187170.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -187552.593750 Penalty: 2355.994873
	Iteration 1F: 3 clusters Score -187552.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -187686.734375 Penalty: 2355.994873
	Iteration 2F: 3 clusters Score -187686.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -187789.296875 Penalty: 2355.994873
	Iteration 3F: 3 clusters Score -187789.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -187892.265625 Penalty: 2355.994873
	Iteration 4F: 3 clusters Score -187892.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -187971.140625 Penalty: 2355.994873
	Iteration 5Q: 3 clusters Score -187971.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -188029.046875 Penalty: 2355.994873
	Iteration 6Q: 3 clusters Score -188029 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -188064.343750 Penalty: 2355.994873
	Iteration 7Q: 3 clusters Score -188064.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -188094.046875 Penalty: 2355.994873
	Iteration 8Q: 3 clusters Score -188094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -188115.375000 Penalty: 2355.994873
	Iteration 9Q: 3 clusters Score -188115.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -188133.437500 Penalty: 2355.994873
	Iteration 10Q: 3 clusters Score -188133.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -188148.984375 Penalty: 2355.994873
	Iteration 11Q: 3 clusters Score -188149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -188164.796875 Penalty: 2355.994873
	Iteration 12Q: 3 clusters Score -188164.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -188170.875000 Penalty: 2355.994873
	Iteration 13Q: 3 clusters Score -188170.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -188178.187500 Penalty: 2355.994873
	Iteration 14Q: 3 clusters Score -188178.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -188185.140625 Penalty: 2355.994873
	Iteration 15Q: 3 clusters Score -188185.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -188200.734375 Penalty: 2355.994873
	Iteration 16Q: 3 clusters Score -188200.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -188210.265625 Penalty: 2355.994873
	Iteration 17Q: 3 clusters Score -188210.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -188217.843750 Penalty: 2355.994873
	Iteration 18Q: 3 clusters Score -188217.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -188219.437500 Penalty: 2355.994873
	Iteration 19Q: 3 clusters Score -188219.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -188219.593750 Penalty: 2355.994873
	Iteration 20F: 3 clusters Score -188219.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Entering Unmasked Estep 
Score: -970268.625000 Penalty: 1427.947998
	Iteration 0F: 2 clusters Score -970268.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -965355.000000 Penalty: 2855.895996
	Iteration 0F: 3 clusters Score -965355 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -966761.125000 Penalty: 2855.895996
	Iteration 1F: 3 clusters Score -966761.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -966934.000000 Penalty: 2855.895996
	Iteration 2F: 3 clusters Score -966934 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -967061.687500 Penalty: 2855.895996
	Iteration 3Q: 3 clusters Score -967061.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -967168.687500 Penalty: 2855.895996
	Iteration 4Q: 3 clusters Score -967168.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -967248.625000 Penalty: 2855.895996
	Iteration 5Q: 3 clusters Score -967248.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -967326.937500 Penalty: 2855.895996
	Iteration 6Q: 3 clusters Score -967326.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -967395.437500 Penalty: 2855.895996
	Iteration 7Q: 3 clusters Score -967395.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -967454.437500 Penalty: 2855.895996
	Iteration 8Q: 3 clusters Score -967454.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -967499.375000 Penalty: 2855.895996
	Iteration 9Q: 3 clusters Score -967499.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -967544.687500 Penalty: 2855.895996
	Iteration 10Q: 3 clusters Score -967544.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -967595.625000 Penalty: 2855.895996
	Iteration 11Q: 3 clusters Score -967595.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -967650.312500 Penalty: 2855.895996
	Iteration 12Q: 3 clusters Score -967650.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -967717.562500 Penalty: 2855.895996
	Iteration 13Q: 3 clusters Score -967717.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -967786.187500 Penalty: 2855.895996
	Iteration 14Q: 3 clusters Score -967786.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -967864.250000 Penalty: 2855.895996
	Iteration 15Q: 3 clusters Score -967864.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -967937.312500 Penalty: 2855.895996
	Iteration 16Q: 3 clusters Score -967937.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -968010.875000 Penalty: 2855.895996
	Iteration 17Q: 3 clusters Score -968010.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -968098.625000 Penalty: 2855.895996
	Iteration 18Q: 3 clusters Score -968098.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -968197.000000 Penalty: 2855.895996
	Iteration 19Q: 3 clusters Score -968197 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -968299.375000 Penalty: 2855.895996
	Iteration 20F: 3 clusters Score -968299.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -968403.250000 Penalty: 2855.895996
	Iteration 21Q: 3 clusters Score -968403.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -968480.125000 Penalty: 2855.895996
	Iteration 22Q: 3 clusters Score -968480.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -968543.437500 Penalty: 2855.895996
	Iteration 23Q: 3 clusters Score -968543.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -968613.437500 Penalty: 2855.895996
	Iteration 24Q: 3 clusters Score -968613.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -968667.687500 Penalty: 2855.895996
	Iteration 25Q: 3 clusters Score -968667.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -968704.312500 Penalty: 2855.895996
	Iteration 26Q: 3 clusters Score -968704.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -968734.750000 Penalty: 2855.895996
	Iteration 27Q: 3 clusters Score -968734.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -968746.750000 Penalty: 2855.895996
	Iteration 28Q: 3 clusters Score -968746.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -968763.750000 Penalty: 2855.895996
	Iteration 29Q: 3 clusters Score -968763.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -968773.812500 Penalty: 2855.895996
	Iteration 30Q: 3 clusters Score -968773.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -968782.750000 Penalty: 2855.895996
	Iteration 31Q: 3 clusters Score -968782.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -968791.125000 Penalty: 2855.895996
	Iteration 32Q: 3 clusters Score -968791.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -968807.312500 Penalty: 2855.895996
	Iteration 33Q: 3 clusters Score -968807.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -968817.000000 Penalty: 2855.895996
	Iteration 34Q: 3 clusters Score -968817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -968828.875000 Penalty: 2855.895996
	Iteration 35Q: 3 clusters Score -968828.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -968832.750000 Penalty: 2855.895996
	Iteration 36Q: 3 clusters Score -968832.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -968843.562500 Penalty: 2855.895996
	Iteration 37Q: 3 clusters Score -968843.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -968853.000000 Penalty: 2855.895996
	Iteration 38Q: 3 clusters Score -968853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -968860.000000 Penalty: 2855.895996
	Iteration 39Q: 3 clusters Score -968860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -968869.062500 Penalty: 2855.895996
	Iteration 40F: 3 clusters Score -968869.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -968878.687500 Penalty: 2855.895996
	Iteration 41Q: 3 clusters Score -968878.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -968886.625000 Penalty: 2855.895996
	Iteration 42Q: 3 clusters Score -968886.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -968891.625000 Penalty: 2855.895996
	Iteration 43Q: 3 clusters Score -968891.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -968898.437500 Penalty: 2855.895996
	Iteration 44Q: 3 clusters Score -968898.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -968906.937500 Penalty: 2855.895996
	Iteration 45Q: 3 clusters Score -968906.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -968914.812500 Penalty: 2855.895996
	Iteration 46Q: 3 clusters Score -968914.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -968917.312500 Penalty: 2855.895996
	Iteration 47Q: 3 clusters Score -968917.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -968921.750000 Penalty: 2855.895996
	Iteration 48Q: 3 clusters Score -968921.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -968925.875000 Penalty: 2855.895996
	Iteration 49Q: 3 clusters Score -968925.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -968928.562500 Penalty: 2855.895996
	Iteration 50Q: 3 clusters Score -968928.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -968933.000000 Penalty: 2855.895996
	Iteration 51Q: 3 clusters Score -968933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -968934.375000 Penalty: 2855.895996
	Iteration 52Q: 3 clusters Score -968934.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -968935.062500 Penalty: 2855.895996
	Iteration 53Q: 3 clusters Score -968935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -968937.937500 Penalty: 2855.895996
	Iteration 54Q: 3 clusters Score -968937.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -968936.625000 Penalty: 2855.895996
	Iteration 55Q: 3 clusters Score -968936.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -968936.625000 Penalty: 2855.895996
	Iteration 56F: 3 clusters Score -968936.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Entering Unmasked Estep 
Score: -1367178.250000 Penalty: 1488.208374
	Iteration 0F: 2 clusters Score -1367178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1360354.750000 Penalty: 2976.416748
	Iteration 0F: 3 clusters Score -1360355 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1362972.625000 Penalty: 2976.416748
	Iteration 1F: 3 clusters Score -1362973 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1363724.250000 Penalty: 2976.416748
	Iteration 2F: 3 clusters Score -1363724 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1364368.500000 Penalty: 2976.416748
	Iteration 3F: 3 clusters Score -1364368 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1364891.500000 Penalty: 2976.416748
	Iteration 4F: 3 clusters Score -1364892 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1365312.000000 Penalty: 2976.416748
	Iteration 5F: 3 clusters Score -1365312 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1365568.875000 Penalty: 2976.416748
	Iteration 6Q: 3 clusters Score -1365569 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1365729.000000 Penalty: 2976.416748
	Iteration 7Q: 3 clusters Score -1365729 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1365845.500000 Penalty: 2976.416748
	Iteration 8Q: 3 clusters Score -1365846 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1365932.500000 Penalty: 2976.416748
	Iteration 9Q: 3 clusters Score -1365932 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1366010.625000 Penalty: 2976.416748
	Iteration 10Q: 3 clusters Score -1366011 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1366069.000000 Penalty: 2976.416748
	Iteration 11Q: 3 clusters Score -1366069 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1366129.875000 Penalty: 2976.416748
	Iteration 12Q: 3 clusters Score -1366130 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1366183.250000 Penalty: 2976.416748
	Iteration 13Q: 3 clusters Score -1366183 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1366230.875000 Penalty: 2976.416748
	Iteration 14Q: 3 clusters Score -1366231 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1366273.625000 Penalty: 2976.416748
	Iteration 15Q: 3 clusters Score -1366274 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1366322.500000 Penalty: 2976.416748
	Iteration 16Q: 3 clusters Score -1366322 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1366382.375000 Penalty: 2976.416748
	Iteration 17Q: 3 clusters Score -1366382 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1366427.875000 Penalty: 2976.416748
	Iteration 18Q: 3 clusters Score -1366428 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1366456.000000 Penalty: 2976.416748
	Iteration 19Q: 3 clusters Score -1366456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1366483.750000 Penalty: 2976.416748
	Iteration 20F: 3 clusters Score -1366484 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1366514.250000 Penalty: 2976.416748
	Iteration 21Q: 3 clusters Score -1366514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1366548.250000 Penalty: 2976.416748
	Iteration 22Q: 3 clusters Score -1366548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1366572.000000 Penalty: 2976.416748
	Iteration 23Q: 3 clusters Score -1366572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1366608.250000 Penalty: 2976.416748
	Iteration 24Q: 3 clusters Score -1366608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1366663.750000 Penalty: 2976.416748
	Iteration 25Q: 3 clusters Score -1366664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1366703.125000 Penalty: 2976.416748
	Iteration 26Q: 3 clusters Score -1366703 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1366746.500000 Penalty: 2976.416748
	Iteration 27Q: 3 clusters Score -1366746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1366777.875000 Penalty: 2976.416748
	Iteration 28Q: 3 clusters Score -1366778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1366790.500000 Penalty: 2976.416748
	Iteration 29Q: 3 clusters Score -1366790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1366798.625000 Penalty: 2976.416748
	Iteration 30Q: 3 clusters Score -1366799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1366810.250000 Penalty: 2976.416748
	Iteration 31Q: 3 clusters Score -1366810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1366813.000000 Penalty: 2976.416748
	Iteration 32Q: 3 clusters Score -1366813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1366814.500000 Penalty: 2976.416748
	Iteration 33Q: 3 clusters Score -1366814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1366818.000000 Penalty: 2976.416748
	Iteration 34Q: 3 clusters Score -1366818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1366819.625000 Penalty: 2976.416748
	Iteration 35Q: 3 clusters Score -1366820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1366818.750000 Penalty: 2976.416748
	Iteration 36Q: 3 clusters Score -1366819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1366821.875000 Penalty: 2976.416748
	Iteration 37Q: 3 clusters Score -1366822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1366827.750000 Penalty: 2976.416748
	Iteration 38Q: 3 clusters Score -1366828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1366828.750000 Penalty: 2976.416748
	Iteration 39Q: 3 clusters Score -1366829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1366830.500000 Penalty: 2976.416748
	Iteration 40F: 3 clusters Score -1366830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1366831.625000 Penalty: 2976.416748
	Iteration 41Q: 3 clusters Score -1366832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1366834.750000 Penalty: 2976.416748
	Iteration 42Q: 3 clusters Score -1366835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1366834.375000 Penalty: 2976.416748
	Iteration 43Q: 3 clusters Score -1366834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1366837.000000 Penalty: 2976.416748
	Iteration 44Q: 3 clusters Score -1366837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1366838.250000 Penalty: 2976.416748
	Iteration 45Q: 3 clusters Score -1366838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1366841.375000 Penalty: 2976.416748
	Iteration 46Q: 3 clusters Score -1366841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1366841.500000 Penalty: 2976.416748
	Iteration 47Q: 3 clusters Score -1366842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1366840.500000 Penalty: 2976.416748
	Iteration 48Q: 3 clusters Score -1366840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1366843.000000 Penalty: 2976.416748
	Iteration 49Q: 3 clusters Score -1366843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1366841.250000 Penalty: 2976.416748
	Iteration 50Q: 3 clusters Score -1366841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1366841.250000 Penalty: 2976.416748
	Iteration 51F: 3 clusters Score -1366841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (20395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Entering Unmasked Estep 
Score: -3113130.000000 Penalty: 1612.494873
	Iteration 0F: 2 clusters Score -3113130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3100203.500000 Penalty: 3224.989746
	Iteration 0F: 3 clusters Score -3100204 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3105333.250000 Penalty: 3224.989746
	Iteration 1F: 3 clusters Score -3105333 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -3105895.000000 Penalty: 3224.989746
	Iteration 2F: 3 clusters Score -3105895 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -3106529.500000 Penalty: 3224.989746
	Iteration 3F: 3 clusters Score -3106530 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3107088.750000 Penalty: 3224.989746
	Iteration 4F: 3 clusters Score -3107089 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -3107693.750000 Penalty: 3224.989746
	Iteration 5F: 3 clusters Score -3107694 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -3108346.750000 Penalty: 3224.989746
	Iteration 6F: 3 clusters Score -3108347 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -3109042.250000 Penalty: 3224.989746
	Iteration 7F: 3 clusters Score -3109042 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3109702.000000 Penalty: 3224.989746
	Iteration 8Q: 3 clusters Score -3109702 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3110377.750000 Penalty: 3224.989746
	Iteration 9Q: 3 clusters Score -3110378 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3110991.000000 Penalty: 3224.989746
	Iteration 10Q: 3 clusters Score -3110991 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3111414.000000 Penalty: 3224.989746
	Iteration 11Q: 3 clusters Score -3111414 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3111608.250000 Penalty: 3224.989746
	Iteration 12Q: 3 clusters Score -3111608 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3111701.750000 Penalty: 3224.989746
	Iteration 13Q: 3 clusters Score -3111702 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3111760.250000 Penalty: 3224.989746
	Iteration 14Q: 3 clusters Score -3111760 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3111789.000000 Penalty: 3224.989746
	Iteration 15Q: 3 clusters Score -3111789 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3111791.000000 Penalty: 3224.989746
	Iteration 16Q: 3 clusters Score -3111791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3111810.500000 Penalty: 3224.989746
	Iteration 17Q: 3 clusters Score -3111810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3111825.250000 Penalty: 3224.989746
	Iteration 18Q: 3 clusters Score -3111825 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3111836.750000 Penalty: 3224.989746
	Iteration 19Q: 3 clusters Score -3111837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3111853.000000 Penalty: 3224.989746
	Iteration 20F: 3 clusters Score -3111853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3111852.500000 Penalty: 3224.989746
	Iteration 21Q: 3 clusters Score -3111852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3111853.000000 Penalty: 3224.989746
	Iteration 22Q: 3 clusters Score -3111853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3111858.000000 Penalty: 3224.989746
	Iteration 23Q: 3 clusters Score -3111858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3111860.250000 Penalty: 3224.989746
	Iteration 24Q: 3 clusters Score -3111860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3111863.500000 Penalty: 3224.989746
	Iteration 25Q: 3 clusters Score -3111864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3111865.750000 Penalty: 3224.989746
	Iteration 26Q: 3 clusters Score -3111866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3111857.500000 Penalty: 3224.989746
	Iteration 27Q: 3 clusters Score -3111858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3111858.750000 Penalty: 3224.989746
	Iteration 28Q: 3 clusters Score -3111859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3111861.000000 Penalty: 3224.989746
	Iteration 29Q: 3 clusters Score -3111861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3111859.250000 Penalty: 3224.989746
	Iteration 30Q: 3 clusters Score -3111859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3111857.000000 Penalty: 3224.989746
	Iteration 31Q: 3 clusters Score -3111857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3111861.500000 Penalty: 3224.989746
	Iteration 32Q: 3 clusters Score -3111862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3111864.000000 Penalty: 3224.989746
	Iteration 33Q: 3 clusters Score -3111864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3111864.000000 Penalty: 3224.989746
	Iteration 34F: 3 clusters Score -3111864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -277100.218750 Penalty: 1233.595581
	Iteration 0F: 2 clusters Score -277100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -274994.687500 Penalty: 2467.191162
	Iteration 0F: 3 clusters Score -274994.7 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -275516.906250 Penalty: 2467.191162
	Iteration 1F: 3 clusters Score -275516.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -275668.500000 Penalty: 2467.191162
	Iteration 2F: 3 clusters Score -275668.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -275771.281250 Penalty: 2467.191162
	Iteration 3F: 3 clusters Score -275771.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -275860.125000 Penalty: 2467.191162
	Iteration 4Q: 3 clusters Score -275860.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -275946.375000 Penalty: 2467.191162
	Iteration 5Q: 3 clusters Score -275946.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -276037.937500 Penalty: 2467.191162
	Iteration 6Q: 3 clusters Score -276037.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -276117.906250 Penalty: 2467.191162
	Iteration 7Q: 3 clusters Score -276117.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -276172.656250 Penalty: 2467.191162
	Iteration 8Q: 3 clusters Score -276172.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -276217.875000 Penalty: 2467.191162
	Iteration 9Q: 3 clusters Score -276217.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -276258.406250 Penalty: 2467.191162
	Iteration 10Q: 3 clusters Score -276258.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -276286.312500 Penalty: 2467.191162
	Iteration 11Q: 3 clusters Score -276286.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -276312.500000 Penalty: 2467.191162
	Iteration 12Q: 3 clusters Score -276312.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -276330.093750 Penalty: 2467.191162
	Iteration 13Q: 3 clusters Score -276330.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -276343.375000 Penalty: 2467.191162
	Iteration 14Q: 3 clusters Score -276343.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -276352.875000 Penalty: 2467.191162
	Iteration 15Q: 3 clusters Score -276352.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -276356.781250 Penalty: 2467.191162
	Iteration 16Q: 3 clusters Score -276356.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -276357.937500 Penalty: 2467.191162
	Iteration 17Q: 3 clusters Score -276357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -276360.156250 Penalty: 2467.191162
	Iteration 18Q: 3 clusters Score -276360.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -276362.656250 Penalty: 2467.191162
	Iteration 19Q: 3 clusters Score -276362.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -276365.625000 Penalty: 2467.191162
	Iteration 20F: 3 clusters Score -276365.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -276369.187500 Penalty: 2467.191162
	Iteration 21Q: 3 clusters Score -276369.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -276371.406250 Penalty: 2467.191162
	Iteration 22Q: 3 clusters Score -276371.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -276375.093750 Penalty: 2467.191162
	Iteration 23Q: 3 clusters Score -276375.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -276380.906250 Penalty: 2467.191162
	Iteration 24Q: 3 clusters Score -276380.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -276385.937500 Penalty: 2467.191162
	Iteration 25Q: 3 clusters Score -276385.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -276391.000000 Penalty: 2467.191162
	Iteration 26Q: 3 clusters Score -276391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -276393.031250 Penalty: 2467.191162
	Iteration 27Q: 3 clusters Score -276393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -276394.687500 Penalty: 2467.191162
	Iteration 28Q: 3 clusters Score -276394.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -276396.312500 Penalty: 2467.191162
	Iteration 29Q: 3 clusters Score -276396.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -276402.031250 Penalty: 2467.191162
	Iteration 30Q: 3 clusters Score -276402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -276406.031250 Penalty: 2467.191162
	Iteration 31Q: 3 clusters Score -276406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -276411.125000 Penalty: 2467.191162
	Iteration 32Q: 3 clusters Score -276411.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -276414.218750 Penalty: 2467.191162
	Iteration 33Q: 3 clusters Score -276414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -276417.687500 Penalty: 2467.191162
	Iteration 34Q: 3 clusters Score -276417.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -276421.656250 Penalty: 2467.191162
	Iteration 35Q: 3 clusters Score -276421.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -276423.906250 Penalty: 2467.191162
	Iteration 36Q: 3 clusters Score -276423.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -276424.062500 Penalty: 2467.191162
	Iteration 37Q: 3 clusters Score -276424.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -276424.062500 Penalty: 2467.191162
	Iteration 38F: 3 clusters Score -276424.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -176625.109375 Penalty: 1150.914185
	Iteration 0F: 2 clusters Score -176625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -175021.875000 Penalty: 2301.828369
	Iteration 0F: 3 clusters Score -175021.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -175272.031250 Penalty: 2301.828369
	Iteration 1F: 3 clusters Score -175272 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -175341.015625 Penalty: 2301.828369
	Iteration 2F: 3 clusters Score -175341 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -175389.812500 Penalty: 2301.828369
	Iteration 3Q: 3 clusters Score -175389.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -175426.468750 Penalty: 2301.828369
	Iteration 4Q: 3 clusters Score -175426.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -175448.109375 Penalty: 2301.828369
	Iteration 5Q: 3 clusters Score -175448.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -175464.843750 Penalty: 2301.828369
	Iteration 6Q: 3 clusters Score -175464.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -175477.890625 Penalty: 2301.828369
	Iteration 7Q: 3 clusters Score -175477.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -175482.890625 Penalty: 2301.828369
	Iteration 8Q: 3 clusters Score -175482.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -175487.953125 Penalty: 2301.828369
	Iteration 9Q: 3 clusters Score -175488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -175490.062500 Penalty: 2301.828369
	Iteration 10Q: 3 clusters Score -175490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -175490.546875 Penalty: 2301.828369
	Iteration 11Q: 3 clusters Score -175490.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -175490.546875 Penalty: 2301.828369
	Iteration 12F: 3 clusters Score -175490.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (28970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Entering Unmasked Estep 
Score: -4417499.000000 Penalty: 1669.527710
	Iteration 0F: 2 clusters Score -4417499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -4400867.000000 Penalty: 3339.055420
	Iteration 0F: 3 clusters Score -4400867 nChanged 13460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -4408284.000000 Penalty: 3339.055420
	Iteration 1F: 3 clusters Score -4408284 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -4408812.500000 Penalty: 3339.055420
	Iteration 2F: 3 clusters Score -4408812 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -4409322.500000 Penalty: 3339.055420
	Iteration 3Q: 3 clusters Score -4409322 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -4409809.500000 Penalty: 3339.055420
	Iteration 4Q: 3 clusters Score -4409810 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -4410325.000000 Penalty: 3339.055420
	Iteration 5Q: 3 clusters Score -4410325 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -4410801.000000 Penalty: 3339.055420
	Iteration 6Q: 3 clusters Score -4410801 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -4411440.500000 Penalty: 3339.055420
	Iteration 7Q: 3 clusters Score -4411440 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -4412177.000000 Penalty: 3339.055420
	Iteration 8F: 3 clusters Score -4412177 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -4412808.500000 Penalty: 3339.055420
	Iteration 9Q: 3 clusters Score -4412808 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -4413307.000000 Penalty: 3339.055420
	Iteration 10Q: 3 clusters Score -4413307 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -4413546.500000 Penalty: 3339.055420
	Iteration 11Q: 3 clusters Score -4413546 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -4413618.500000 Penalty: 3339.055420
	Iteration 12Q: 3 clusters Score -4413618 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -4413660.000000 Penalty: 3339.055420
	Iteration 13Q: 3 clusters Score -4413660 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -4413691.000000 Penalty: 3339.055420
	Iteration 14Q: 3 clusters Score -4413691 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -4413718.500000 Penalty: 3339.055420
	Iteration 15Q: 3 clusters Score -4413718 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -4413750.000000 Penalty: 3339.055420
	Iteration 16Q: 3 clusters Score -4413750 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -4413767.000000 Penalty: 3339.055420
	Iteration 17Q: 3 clusters Score -4413767 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -4413779.000000 Penalty: 3339.055420
	Iteration 18Q: 3 clusters Score -4413779 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -4413805.500000 Penalty: 3339.055420
	Iteration 19Q: 3 clusters Score -4413806 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -4413855.500000 Penalty: 3339.055420
	Iteration 20F: 3 clusters Score -4413856 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -4413893.500000 Penalty: 3339.055420
	Iteration 21Q: 3 clusters Score -4413894 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -4413892.500000 Penalty: 3339.055420
	Iteration 22Q: 3 clusters Score -4413892 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -4413918.000000 Penalty: 3339.055420
	Iteration 23Q: 3 clusters Score -4413918 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -4413929.000000 Penalty: 3339.055420
	Iteration 24Q: 3 clusters Score -4413929 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -4413930.000000 Penalty: 3339.055420
	Iteration 25Q: 3 clusters Score -4413930 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -4413939.000000 Penalty: 3339.055420
	Iteration 26Q: 3 clusters Score -4413939 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -4413966.000000 Penalty: 3339.055420
	Iteration 27Q: 3 clusters Score -4413966 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -4413985.500000 Penalty: 3339.055420
	Iteration 28Q: 3 clusters Score -4413986 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -4414007.000000 Penalty: 3339.055420
	Iteration 29Q: 3 clusters Score -4414007 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -4414011.000000 Penalty: 3339.055420
	Iteration 30Q: 3 clusters Score -4414011 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -4414051.500000 Penalty: 3339.055420
	Iteration 31Q: 3 clusters Score -4414052 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -4414067.000000 Penalty: 3339.055420
	Iteration 32Q: 3 clusters Score -4414067 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -4414072.500000 Penalty: 3339.055420
	Iteration 33Q: 3 clusters Score -4414072 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -4414102.500000 Penalty: 3339.055420
	Iteration 34Q: 3 clusters Score -4414102 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -4414105.000000 Penalty: 3339.055420
	Iteration 35Q: 3 clusters Score -4414105 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -4414103.500000 Penalty: 3339.055420
	Iteration 36Q: 3 clusters Score -4414104 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -4414126.500000 Penalty: 3339.055420
	Iteration 37Q: 3 clusters Score -4414126 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -4414149.500000 Penalty: 3339.055420
	Iteration 38Q: 3 clusters Score -4414150 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -4414148.000000 Penalty: 3339.055420
	Iteration 39Q: 3 clusters Score -4414148 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -4414151.000000 Penalty: 3339.055420
	Iteration 40F: 3 clusters Score -4414151 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -4414157.500000 Penalty: 3339.055420
	Iteration 41Q: 3 clusters Score -4414158 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -4414134.500000 Penalty: 3339.055420
	Iteration 42Q: 3 clusters Score -4414134 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -4414145.000000 Penalty: 3339.055420
	Iteration 43Q: 3 clusters Score -4414145 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -4414142.000000 Penalty: 3339.055420
	Iteration 44Q: 3 clusters Score -4414142 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -4414156.000000 Penalty: 3339.055420
	Iteration 45Q: 3 clusters Score -4414156 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -4414162.500000 Penalty: 3339.055420
	Iteration 46Q: 3 clusters Score -4414162 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -4414156.500000 Penalty: 3339.055420
	Iteration 47Q: 3 clusters Score -4414156 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -4414161.500000 Penalty: 3339.055420
	Iteration 48Q: 3 clusters Score -4414162 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -4414152.500000 Penalty: 3339.055420
	Iteration 49Q: 3 clusters Score -4414152 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -4414171.000000 Penalty: 3339.055420
	Iteration 50Q: 3 clusters Score -4414171 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -4414157.000000 Penalty: 3339.055420
	Iteration 51Q: 3 clusters Score -4414157 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -4414156.000000 Penalty: 3339.055420
	Iteration 52Q: 3 clusters Score -4414156 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -4414153.000000 Penalty: 3339.055420
	Iteration 53Q: 3 clusters Score -4414153 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -4414160.500000 Penalty: 3339.055420
	Iteration 54Q: 3 clusters Score -4414160 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -4414143.000000 Penalty: 3339.055420
	Iteration 55Q: 3 clusters Score -4414143 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -4414136.500000 Penalty: 3339.055420
	Iteration 56Q: 3 clusters Score -4414136 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -4414134.500000 Penalty: 3339.055420
	Iteration 57Q: 3 clusters Score -4414134 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -4414111.000000 Penalty: 3339.055420
	Iteration 58Q: 3 clusters Score -4414111 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -4414123.500000 Penalty: 3339.055420
	Iteration 59Q: 3 clusters Score -4414124 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -4414133.500000 Penalty: 3339.055420
	Iteration 60F: 3 clusters Score -4414134 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -4414135.500000 Penalty: 3339.055420
	Iteration 61Q: 3 clusters Score -4414136 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -4414149.500000 Penalty: 3339.055420
	Iteration 62Q: 3 clusters Score -4414150 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -4414145.000000 Penalty: 3339.055420
	Iteration 63Q: 3 clusters Score -4414145 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -4414152.000000 Penalty: 3339.055420
	Iteration 64Q: 3 clusters Score -4414152 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -4414136.000000 Penalty: 3339.055420
	Iteration 65Q: 3 clusters Score -4414136 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -4414141.500000 Penalty: 3339.055420
	Iteration 66Q: 3 clusters Score -4414142 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -4414136.500000 Penalty: 3339.055420
	Iteration 67Q: 3 clusters Score -4414136 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -4414149.000000 Penalty: 3339.055420
	Iteration 68Q: 3 clusters Score -4414149 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -4414154.500000 Penalty: 3339.055420
	Iteration 69Q: 3 clusters Score -4414154 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -4414152.000000 Penalty: 3339.055420
	Iteration 70Q: 3 clusters Score -4414152 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -4414172.500000 Penalty: 3339.055420
	Iteration 71Q: 3 clusters Score -4414172 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -4414169.500000 Penalty: 3339.055420
	Iteration 72Q: 3 clusters Score -4414170 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -4414186.000000 Penalty: 3339.055420
	Iteration 73Q: 3 clusters Score -4414186 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -4414193.500000 Penalty: 3339.055420
	Iteration 74Q: 3 clusters Score -4414194 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -4414210.000000 Penalty: 3339.055420
	Iteration 75Q: 3 clusters Score -4414210 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -4414232.000000 Penalty: 3339.055420
	Iteration 76Q: 3 clusters Score -4414232 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -4414239.500000 Penalty: 3339.055420
	Iteration 77Q: 3 clusters Score -4414240 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -4414265.500000 Penalty: 3339.055420
	Iteration 78Q: 3 clusters Score -4414266 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -4414271.500000 Penalty: 3339.055420
	Iteration 79Q: 3 clusters Score -4414272 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -4414309.000000 Penalty: 3339.055420
	Iteration 80F: 3 clusters Score -4414309 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -4414325.500000 Penalty: 3339.055420
	Iteration 81Q: 3 clusters Score -4414326 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -4414334.000000 Penalty: 3339.055420
	Iteration 82Q: 3 clusters Score -4414334 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -4414335.000000 Penalty: 3339.055420
	Iteration 83Q: 3 clusters Score -4414335 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -4414329.500000 Penalty: 3339.055420
	Iteration 84Q: 3 clusters Score -4414330 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -4414341.500000 Penalty: 3339.055420
	Iteration 85Q: 3 clusters Score -4414342 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -4414374.000000 Penalty: 3339.055420
	Iteration 86Q: 3 clusters Score -4414374 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -4414382.500000 Penalty: 3339.055420
	Iteration 87Q: 3 clusters Score -4414382 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -4414407.500000 Penalty: 3339.055420
	Iteration 88Q: 3 clusters Score -4414408 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -4414446.000000 Penalty: 3339.055420
	Iteration 89Q: 3 clusters Score -4414446 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -4414488.500000 Penalty: 3339.055420
	Iteration 90Q: 3 clusters Score -4414488 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -4414501.500000 Penalty: 3339.055420
	Iteration 91Q: 3 clusters Score -4414502 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -4414507.500000 Penalty: 3339.055420
	Iteration 92Q: 3 clusters Score -4414508 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -4414548.000000 Penalty: 3339.055420
	Iteration 93Q: 3 clusters Score -4414548 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -4414590.500000 Penalty: 3339.055420
	Iteration 94Q: 3 clusters Score -4414590 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -4414612.500000 Penalty: 3339.055420
	Iteration 95Q: 3 clusters Score -4414612 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -4414682.500000 Penalty: 3339.055420
	Iteration 96Q: 3 clusters Score -4414682 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -4414710.500000 Penalty: 3339.055420
	Iteration 97Q: 3 clusters Score -4414710 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -4414749.000000 Penalty: 3339.055420
	Iteration 98Q: 3 clusters Score -4414749 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -4414796.000000 Penalty: 3339.055420
	Iteration 99Q: 3 clusters Score -4414796 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -4414843.500000 Penalty: 3339.055420
	Iteration 100F: 3 clusters Score -4414844 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -4414900.500000 Penalty: 3339.055420
	Iteration 101Q: 3 clusters Score -4414900 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -4415002.000000 Penalty: 3339.055420
	Iteration 102Q: 3 clusters Score -4415002 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -4415088.500000 Penalty: 3339.055420
	Iteration 103Q: 3 clusters Score -4415088 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -4415180.500000 Penalty: 3339.055420
	Iteration 104Q: 3 clusters Score -4415180 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -4415295.000000 Penalty: 3339.055420
	Iteration 105Q: 3 clusters Score -4415295 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -4415412.000000 Penalty: 3339.055420
	Iteration 106Q: 3 clusters Score -4415412 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -4415537.000000 Penalty: 3339.055420
	Iteration 107Q: 3 clusters Score -4415537 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -4415721.500000 Penalty: 3339.055420
	Iteration 108Q: 3 clusters Score -4415722 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -4415823.000000 Penalty: 3339.055420
	Iteration 109Q: 3 clusters Score -4415823 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -4415992.500000 Penalty: 3339.055420
	Iteration 110Q: 3 clusters Score -4415992 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -4416107.000000 Penalty: 3339.055420
	Iteration 111Q: 3 clusters Score -4416107 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -4416256.000000 Penalty: 3339.055420
	Iteration 112Q: 3 clusters Score -4416256 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -4416397.000000 Penalty: 3339.055420
	Iteration 113Q: 3 clusters Score -4416397 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -4416498.500000 Penalty: 3339.055420
	Iteration 114Q: 3 clusters Score -4416498 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -4416576.500000 Penalty: 3339.055420
	Iteration 115Q: 3 clusters Score -4416576 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -4416665.500000 Penalty: 3339.055420
	Iteration 116Q: 3 clusters Score -4416666 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -4416756.000000 Penalty: 3339.055420
	Iteration 117Q: 3 clusters Score -4416756 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -4416826.500000 Penalty: 3339.055420
	Iteration 118Q: 3 clusters Score -4416826 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -4416876.000000 Penalty: 3339.055420
	Iteration 119Q: 3 clusters Score -4416876 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -4416944.500000 Penalty: 3339.055420
	Iteration 120F: 3 clusters Score -4416944 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -4417035.000000 Penalty: 3339.055420
	Iteration 121Q: 3 clusters Score -4417035 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -4417124.500000 Penalty: 3339.055420
	Iteration 122Q: 3 clusters Score -4417124 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -4417223.000000 Penalty: 3339.055420
	Iteration 123Q: 3 clusters Score -4417223 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -4417298.500000 Penalty: 3339.055420
	Iteration 124Q: 3 clusters Score -4417298 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -4417343.500000 Penalty: 3339.055420
	Iteration 125Q: 3 clusters Score -4417344 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -4417363.000000 Penalty: 3339.055420
	Iteration 126Q: 3 clusters Score -4417363 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -4417415.500000 Penalty: 3339.055420
	Iteration 127Q: 3 clusters Score -4417416 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -4417404.500000 Penalty: 3339.055420
	Iteration 128Q: 3 clusters Score -4417404 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -4417401.000000 Penalty: 3339.055420
	Iteration 129Q: 3 clusters Score -4417401 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -4417381.500000 Penalty: 3339.055420
	Iteration 130Q: 3 clusters Score -4417382 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -4417387.000000 Penalty: 3339.055420
	Iteration 131Q: 3 clusters Score -4417387 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -4417342.000000 Penalty: 3339.055420
	Iteration 132Q: 3 clusters Score -4417342 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -4417341.000000 Penalty: 3339.055420
	Iteration 133Q: 3 clusters Score -4417341 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -4417337.500000 Penalty: 3339.055420
	Iteration 134Q: 3 clusters Score -4417338 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -4417322.000000 Penalty: 3339.055420
	Iteration 135Q: 3 clusters Score -4417322 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -4417283.000000 Penalty: 3339.055420
	Iteration 136Q: 3 clusters Score -4417283 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -4417220.500000 Penalty: 3339.055420
	Iteration 137Q: 3 clusters Score -4417220 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -4417207.000000 Penalty: 3339.055420
	Iteration 138Q: 3 clusters Score -4417207 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -4417193.500000 Penalty: 3339.055420
	Iteration 139Q: 3 clusters Score -4417194 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -4417191.500000 Penalty: 3339.055420
	Iteration 140F: 3 clusters Score -4417192 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -4417173.500000 Penalty: 3339.055420
	Iteration 141Q: 3 clusters Score -4417174 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -4417130.500000 Penalty: 3339.055420
	Iteration 142Q: 3 clusters Score -4417130 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -4417101.500000 Penalty: 3339.055420
	Iteration 143Q: 3 clusters Score -4417102 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -4417112.000000 Penalty: 3339.055420
	Iteration 144Q: 3 clusters Score -4417112 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -4417064.500000 Penalty: 3339.055420
	Iteration 145Q: 3 clusters Score -4417064 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -4417060.500000 Penalty: 3339.055420
	Iteration 146Q: 3 clusters Score -4417060 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -4417046.000000 Penalty: 3339.055420
	Iteration 147Q: 3 clusters Score -4417046 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -4417033.000000 Penalty: 3339.055420
	Iteration 148Q: 3 clusters Score -4417033 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -4417043.000000 Penalty: 3339.055420
	Iteration 149Q: 3 clusters Score -4417043 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -4417009.500000 Penalty: 3339.055420
	Iteration 150Q: 3 clusters Score -4417010 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -4416973.000000 Penalty: 3339.055420
	Iteration 151Q: 3 clusters Score -4416973 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -4416937.000000 Penalty: 3339.055420
	Iteration 152Q: 3 clusters Score -4416937 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -4416922.000000 Penalty: 3339.055420
	Iteration 153Q: 3 clusters Score -4416922 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -4416895.000000 Penalty: 3339.055420
	Iteration 154Q: 3 clusters Score -4416895 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -4416862.000000 Penalty: 3339.055420
	Iteration 155Q: 3 clusters Score -4416862 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -4416825.000000 Penalty: 3339.055420
	Iteration 156Q: 3 clusters Score -4416825 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -4416791.000000 Penalty: 3339.055420
	Iteration 157Q: 3 clusters Score -4416791 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -4416776.000000 Penalty: 3339.055420
	Iteration 158Q: 3 clusters Score -4416776 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -4416756.000000 Penalty: 3339.055420
	Iteration 159Q: 3 clusters Score -4416756 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -4416720.500000 Penalty: 3339.055420
	Iteration 160F: 3 clusters Score -4416720 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -4416689.500000 Penalty: 3339.055420
	Iteration 161Q: 3 clusters Score -4416690 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -4416679.500000 Penalty: 3339.055420
	Iteration 162Q: 3 clusters Score -4416680 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -4416665.000000 Penalty: 3339.055420
	Iteration 163Q: 3 clusters Score -4416665 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -4416652.000000 Penalty: 3339.055420
	Iteration 164Q: 3 clusters Score -4416652 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -4416614.000000 Penalty: 3339.055420
	Iteration 165Q: 3 clusters Score -4416614 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -4416582.500000 Penalty: 3339.055420
	Iteration 166Q: 3 clusters Score -4416582 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -4416595.000000 Penalty: 3339.055420
	Iteration 167Q: 3 clusters Score -4416595 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -4416583.000000 Penalty: 3339.055420
	Iteration 168Q: 3 clusters Score -4416583 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -4416578.500000 Penalty: 3339.055420
	Iteration 169Q: 3 clusters Score -4416578 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -4416565.500000 Penalty: 3339.055420
	Iteration 170Q: 3 clusters Score -4416566 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -4416543.500000 Penalty: 3339.055420
	Iteration 171Q: 3 clusters Score -4416544 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -4416540.000000 Penalty: 3339.055420
	Iteration 172Q: 3 clusters Score -4416540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -4416524.500000 Penalty: 3339.055420
	Iteration 173Q: 3 clusters Score -4416524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -4416514.000000 Penalty: 3339.055420
	Iteration 174Q: 3 clusters Score -4416514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -4416523.500000 Penalty: 3339.055420
	Iteration 175Q: 3 clusters Score -4416524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -4416510.500000 Penalty: 3339.055420
	Iteration 176Q: 3 clusters Score -4416510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -4416497.500000 Penalty: 3339.055420
	Iteration 177Q: 3 clusters Score -4416498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -4416490.000000 Penalty: 3339.055420
	Iteration 178Q: 3 clusters Score -4416490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -4416495.000000 Penalty: 3339.055420
	Iteration 179Q: 3 clusters Score -4416495 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -4416486.500000 Penalty: 3339.055420
	Iteration 180F: 3 clusters Score -4416486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -4416494.500000 Penalty: 3339.055420
	Iteration 181Q: 3 clusters Score -4416494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -4416490.000000 Penalty: 3339.055420
	Iteration 182Q: 3 clusters Score -4416490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -4416474.000000 Penalty: 3339.055420
	Iteration 183Q: 3 clusters Score -4416474 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -4416468.000000 Penalty: 3339.055420
	Iteration 184Q: 3 clusters Score -4416468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -4416464.000000 Penalty: 3339.055420
	Iteration 185Q: 3 clusters Score -4416464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -4416445.500000 Penalty: 3339.055420
	Iteration 186Q: 3 clusters Score -4416446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -4416426.000000 Penalty: 3339.055420
	Iteration 187Q: 3 clusters Score -4416426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -4416414.500000 Penalty: 3339.055420
	Iteration 188Q: 3 clusters Score -4416414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -4416392.500000 Penalty: 3339.055420
	Iteration 189Q: 3 clusters Score -4416392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -4416373.500000 Penalty: 3339.055420
	Iteration 190Q: 3 clusters Score -4416374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -4416368.000000 Penalty: 3339.055420
	Iteration 191Q: 3 clusters Score -4416368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -4416363.500000 Penalty: 3339.055420
	Iteration 192Q: 3 clusters Score -4416364 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -4416345.000000 Penalty: 3339.055420
	Iteration 193Q: 3 clusters Score -4416345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -4416343.000000 Penalty: 3339.055420
	Iteration 194Q: 3 clusters Score -4416343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -4416329.000000 Penalty: 3339.055420
	Iteration 195Q: 3 clusters Score -4416329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -4416325.500000 Penalty: 3339.055420
	Iteration 196Q: 3 clusters Score -4416326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -4416321.500000 Penalty: 3339.055420
	Iteration 197Q: 3 clusters Score -4416322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -4416310.000000 Penalty: 3339.055420
	Iteration 198Q: 3 clusters Score -4416310 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -4416309.000000 Penalty: 3339.055420
	Iteration 199Q: 3 clusters Score -4416309 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -4416298.500000 Penalty: 3339.055420
	Iteration 200F: 3 clusters Score -4416298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -4416273.500000 Penalty: 3339.055420
	Iteration 201Q: 3 clusters Score -4416274 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -4416249.000000 Penalty: 3339.055420
	Iteration 202Q: 3 clusters Score -4416249 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -4416224.000000 Penalty: 3339.055420
	Iteration 203Q: 3 clusters Score -4416224 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -4416182.500000 Penalty: 3339.055420
	Iteration 204Q: 3 clusters Score -4416182 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -4416145.000000 Penalty: 3339.055420
	Iteration 205Q: 3 clusters Score -4416145 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -4416130.000000 Penalty: 3339.055420
	Iteration 206Q: 3 clusters Score -4416130 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -4416110.000000 Penalty: 3339.055420
	Iteration 207Q: 3 clusters Score -4416110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -4416084.500000 Penalty: 3339.055420
	Iteration 208Q: 3 clusters Score -4416084 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -4416078.500000 Penalty: 3339.055420
	Iteration 209Q: 3 clusters Score -4416078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -4416059.000000 Penalty: 3339.055420
	Iteration 210Q: 3 clusters Score -4416059 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -4416053.000000 Penalty: 3339.055420
	Iteration 211Q: 3 clusters Score -4416053 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -4416036.500000 Penalty: 3339.055420
	Iteration 212Q: 3 clusters Score -4416036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -4416036.500000 Penalty: 3339.055420
	Iteration 213Q: 3 clusters Score -4416036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -4416026.000000 Penalty: 3339.055420
	Iteration 214Q: 3 clusters Score -4416026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -4416026.500000 Penalty: 3339.055420
	Iteration 215Q: 3 clusters Score -4416026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -4416030.000000 Penalty: 3339.055420
	Iteration 216Q: 3 clusters Score -4416030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -4416014.500000 Penalty: 3339.055420
	Iteration 217Q: 3 clusters Score -4416014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -4415998.000000 Penalty: 3339.055420
	Iteration 218Q: 3 clusters Score -4415998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -4415988.000000 Penalty: 3339.055420
	Iteration 219Q: 3 clusters Score -4415988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -4415967.500000 Penalty: 3339.055420
	Iteration 220F: 3 clusters Score -4415968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -4415963.500000 Penalty: 3339.055420
	Iteration 221Q: 3 clusters Score -4415964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -4415955.500000 Penalty: 3339.055420
	Iteration 222Q: 3 clusters Score -4415956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -4415958.000000 Penalty: 3339.055420
	Iteration 223Q: 3 clusters Score -4415958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -4415945.500000 Penalty: 3339.055420
	Iteration 224Q: 3 clusters Score -4415946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -4415946.000000 Penalty: 3339.055420
	Iteration 225Q: 3 clusters Score -4415946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -4415944.000000 Penalty: 3339.055420
	Iteration 226Q: 3 clusters Score -4415944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -4415942.500000 Penalty: 3339.055420
	Iteration 227Q: 3 clusters Score -4415942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -4415946.000000 Penalty: 3339.055420
	Iteration 228Q: 3 clusters Score -4415946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -4415935.500000 Penalty: 3339.055420
	Iteration 229Q: 3 clusters Score -4415936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -4415930.500000 Penalty: 3339.055420
	Iteration 230Q: 3 clusters Score -4415930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -4415938.500000 Penalty: 3339.055420
	Iteration 231Q: 3 clusters Score -4415938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -4415936.500000 Penalty: 3339.055420
	Iteration 232Q: 3 clusters Score -4415936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -4415937.000000 Penalty: 3339.055420
	Iteration 233Q: 3 clusters Score -4415937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -4415932.500000 Penalty: 3339.055420
	Iteration 234Q: 3 clusters Score -4415932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -4415929.000000 Penalty: 3339.055420
	Iteration 235Q: 3 clusters Score -4415929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -4415928.500000 Penalty: 3339.055420
	Iteration 236Q: 3 clusters Score -4415928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -4415930.500000 Penalty: 3339.055420
	Iteration 237Q: 3 clusters Score -4415930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -4415920.000000 Penalty: 3339.055420
	Iteration 238Q: 3 clusters Score -4415920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -4415918.000000 Penalty: 3339.055420
	Iteration 239Q: 3 clusters Score -4415918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -4415915.500000 Penalty: 3339.055420
	Iteration 240F: 3 clusters Score -4415916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -4415909.500000 Penalty: 3339.055420
	Iteration 241Q: 3 clusters Score -4415910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -4415912.500000 Penalty: 3339.055420
	Iteration 242Q: 3 clusters Score -4415912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -4415906.000000 Penalty: 3339.055420
	Iteration 243Q: 3 clusters Score -4415906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -4415902.500000 Penalty: 3339.055420
	Iteration 244Q: 3 clusters Score -4415902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -4415903.500000 Penalty: 3339.055420
	Iteration 245Q: 3 clusters Score -4415904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -4415893.500000 Penalty: 3339.055420
	Iteration 246Q: 3 clusters Score -4415894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -4415895.500000 Penalty: 3339.055420
	Iteration 247Q: 3 clusters Score -4415896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -4415900.000000 Penalty: 3339.055420
	Iteration 248Q: 3 clusters Score -4415900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -4415900.000000 Penalty: 3339.055420
	Iteration 249Q: 3 clusters Score -4415900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -4415903.000000 Penalty: 3339.055420
	Iteration 250Q: 3 clusters Score -4415903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -4415908.500000 Penalty: 3339.055420
	Iteration 251Q: 3 clusters Score -4415908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -4415910.500000 Penalty: 3339.055420
	Iteration 252Q: 3 clusters Score -4415910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -4415907.500000 Penalty: 3339.055420
	Iteration 253Q: 3 clusters Score -4415908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -4415913.000000 Penalty: 3339.055420
	Iteration 254Q: 3 clusters Score -4415913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -4415918.500000 Penalty: 3339.055420
	Iteration 255Q: 3 clusters Score -4415918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -4415918.000000 Penalty: 3339.055420
	Iteration 256Q: 3 clusters Score -4415918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -4415911.500000 Penalty: 3339.055420
	Iteration 257Q: 3 clusters Score -4415912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -4415906.000000 Penalty: 3339.055420
	Iteration 258Q: 3 clusters Score -4415906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -4415903.500000 Penalty: 3339.055420
	Iteration 259Q: 3 clusters Score -4415904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -4415903.000000 Penalty: 3339.055420
	Iteration 260F: 3 clusters Score -4415903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -4415900.500000 Penalty: 3339.055420
	Iteration 261Q: 3 clusters Score -4415900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -4415900.500000 Penalty: 3339.055420
	Iteration 262Q: 3 clusters Score -4415900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -4415902.000000 Penalty: 3339.055420
	Iteration 263Q: 3 clusters Score -4415902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -4415901.500000 Penalty: 3339.055420
	Iteration 264Q: 3 clusters Score -4415902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -4415901.500000 Penalty: 3339.055420
	Iteration 265F: 3 clusters Score -4415902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -150994.671875 Penalty: 1151.050537
	Iteration 0F: 2 clusters Score -150994.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -149465.656250 Penalty: 2302.101074
	Iteration 0F: 3 clusters Score -149465.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -149878.062500 Penalty: 2302.101074
	Iteration 1F: 3 clusters Score -149878.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -150105.312500 Penalty: 2302.101074
	Iteration 2F: 3 clusters Score -150105.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -150258.000000 Penalty: 2302.101074
	Iteration 3F: 3 clusters Score -150258 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -150341.734375 Penalty: 2302.101074
	Iteration 4Q: 3 clusters Score -150341.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -150397.968750 Penalty: 2302.101074
	Iteration 5Q: 3 clusters Score -150398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -150446.843750 Penalty: 2302.101074
	Iteration 6Q: 3 clusters Score -150446.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -150478.328125 Penalty: 2302.101074
	Iteration 7Q: 3 clusters Score -150478.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -150504.109375 Penalty: 2302.101074
	Iteration 8Q: 3 clusters Score -150504.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -150522.046875 Penalty: 2302.101074
	Iteration 9Q: 3 clusters Score -150522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -150530.265625 Penalty: 2302.101074
	Iteration 10Q: 3 clusters Score -150530.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -150539.093750 Penalty: 2302.101074
	Iteration 11Q: 3 clusters Score -150539.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -150543.343750 Penalty: 2302.101074
	Iteration 12Q: 3 clusters Score -150543.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -150545.921875 Penalty: 2302.101074
	Iteration 13Q: 3 clusters Score -150545.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -150549.000000 Penalty: 2302.101074
	Iteration 14Q: 3 clusters Score -150549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -150549.421875 Penalty: 2302.101074
	Iteration 15Q: 3 clusters Score -150549.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -150549.421875 Penalty: 2302.101074
	Iteration 16F: 3 clusters Score -150549.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -80588.312500 Penalty: 1052.007202
	Iteration 0F: 2 clusters Score -80588.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79410.406250 Penalty: 2104.014404
	Iteration 0F: 3 clusters Score -79410.41 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79598.851562 Penalty: 2104.014404
	Iteration 1F: 3 clusters Score -79598.85 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79677.718750 Penalty: 2104.014404
	Iteration 2F: 3 clusters Score -79677.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -79729.570312 Penalty: 2104.014404
	Iteration 3F: 3 clusters Score -79729.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -79756.273438 Penalty: 2104.014404
	Iteration 4Q: 3 clusters Score -79756.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -79770.703125 Penalty: 2104.014404
	Iteration 5Q: 3 clusters Score -79770.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -79780.039062 Penalty: 2104.014404
	Iteration 6Q: 3 clusters Score -79780.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -79788.125000 Penalty: 2104.014404
	Iteration 7Q: 3 clusters Score -79788.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -79791.421875 Penalty: 2104.014404
	Iteration 8Q: 3 clusters Score -79791.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -79793.421875 Penalty: 2104.014404
	Iteration 9Q: 3 clusters Score -79793.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -79793.421875 Penalty: 2104.014404
	Iteration 10F: 3 clusters Score -79793.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Entering Unmasked Estep 
Score: -692454.562500 Penalty: 1383.131348
	Iteration 0F: 2 clusters Score -692454.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -688478.375000 Penalty: 2766.262695
	Iteration 0F: 3 clusters Score -688478.4 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -689595.875000 Penalty: 2766.262695
	Iteration 1F: 3 clusters Score -689595.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -689850.687500 Penalty: 2766.262695
	Iteration 2F: 3 clusters Score -689850.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -690025.625000 Penalty: 2766.262695
	Iteration 3F: 3 clusters Score -690025.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -690160.375000 Penalty: 2766.262695
	Iteration 4Q: 3 clusters Score -690160.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -690251.687500 Penalty: 2766.262695
	Iteration 5Q: 3 clusters Score -690251.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -690332.750000 Penalty: 2766.262695
	Iteration 6Q: 3 clusters Score -690332.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -690402.687500 Penalty: 2766.262695
	Iteration 7Q: 3 clusters Score -690402.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -690459.750000 Penalty: 2766.262695
	Iteration 8Q: 3 clusters Score -690459.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -690522.062500 Penalty: 2766.262695
	Iteration 9Q: 3 clusters Score -690522.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -690586.312500 Penalty: 2766.262695
	Iteration 10Q: 3 clusters Score -690586.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -690667.562500 Penalty: 2766.262695
	Iteration 11Q: 3 clusters Score -690667.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -690733.937500 Penalty: 2766.262695
	Iteration 12Q: 3 clusters Score -690733.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -690805.062500 Penalty: 2766.262695
	Iteration 13Q: 3 clusters Score -690805.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -690855.437500 Penalty: 2766.262695
	Iteration 14Q: 3 clusters Score -690855.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -690897.312500 Penalty: 2766.262695
	Iteration 15Q: 3 clusters Score -690897.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -690942.687500 Penalty: 2766.262695
	Iteration 16Q: 3 clusters Score -690942.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -690980.250000 Penalty: 2766.262695
	Iteration 17Q: 3 clusters Score -690980.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -691017.125000 Penalty: 2766.262695
	Iteration 18Q: 3 clusters Score -691017.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -691052.812500 Penalty: 2766.262695
	Iteration 19Q: 3 clusters Score -691052.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -691093.937500 Penalty: 2766.262695
	Iteration 20F: 3 clusters Score -691093.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -691123.562500 Penalty: 2766.262695
	Iteration 21Q: 3 clusters Score -691123.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -691141.187500 Penalty: 2766.262695
	Iteration 22Q: 3 clusters Score -691141.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -691152.687500 Penalty: 2766.262695
	Iteration 23Q: 3 clusters Score -691152.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -691163.937500 Penalty: 2766.262695
	Iteration 24Q: 3 clusters Score -691163.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -691176.062500 Penalty: 2766.262695
	Iteration 25Q: 3 clusters Score -691176.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -691186.250000 Penalty: 2766.262695
	Iteration 26Q: 3 clusters Score -691186.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -691196.500000 Penalty: 2766.262695
	Iteration 27Q: 3 clusters Score -691196.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -691205.625000 Penalty: 2766.262695
	Iteration 28Q: 3 clusters Score -691205.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -691213.687500 Penalty: 2766.262695
	Iteration 29Q: 3 clusters Score -691213.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -691222.812500 Penalty: 2766.262695
	Iteration 30Q: 3 clusters Score -691222.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -691228.750000 Penalty: 2766.262695
	Iteration 31Q: 3 clusters Score -691228.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -691235.500000 Penalty: 2766.262695
	Iteration 32Q: 3 clusters Score -691235.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -691245.500000 Penalty: 2766.262695
	Iteration 33Q: 3 clusters Score -691245.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -691251.500000 Penalty: 2766.262695
	Iteration 34Q: 3 clusters Score -691251.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -691253.812500 Penalty: 2766.262695
	Iteration 35Q: 3 clusters Score -691253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -691258.750000 Penalty: 2766.262695
	Iteration 36Q: 3 clusters Score -691258.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -691269.500000 Penalty: 2766.262695
	Iteration 37Q: 3 clusters Score -691269.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -691272.875000 Penalty: 2766.262695
	Iteration 38Q: 3 clusters Score -691272.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -691275.000000 Penalty: 2766.262695
	Iteration 39Q: 3 clusters Score -691275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -691278.437500 Penalty: 2766.262695
	Iteration 40F: 3 clusters Score -691278.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -691278.562500 Penalty: 2766.262695
	Iteration 41Q: 3 clusters Score -691278.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -691278.562500 Penalty: 2766.262695
	Iteration 42F: 3 clusters Score -691278.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (14963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Entering Unmasked Estep 
Score: -2217560.250000 Penalty: 1562.166992
	Iteration 0F: 2 clusters Score -2217560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2207317.250000 Penalty: 3124.333984
	Iteration 0F: 3 clusters Score -2207317 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2210844.500000 Penalty: 3124.333984
	Iteration 1F: 3 clusters Score -2210844 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2211219.500000 Penalty: 3124.333984
	Iteration 2F: 3 clusters Score -2211220 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2211561.000000 Penalty: 3124.333984
	Iteration 3F: 3 clusters Score -2211561 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2211896.250000 Penalty: 3124.333984
	Iteration 4Q: 3 clusters Score -2211896 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2212243.000000 Penalty: 3124.333984
	Iteration 5Q: 3 clusters Score -2212243 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2212581.250000 Penalty: 3124.333984
	Iteration 6Q: 3 clusters Score -2212581 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2212896.500000 Penalty: 3124.333984
	Iteration 7Q: 3 clusters Score -2212896 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2213165.000000 Penalty: 3124.333984
	Iteration 8Q: 3 clusters Score -2213165 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2213390.750000 Penalty: 3124.333984
	Iteration 9Q: 3 clusters Score -2213391 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2213582.750000 Penalty: 3124.333984
	Iteration 10Q: 3 clusters Score -2213583 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2213736.000000 Penalty: 3124.333984
	Iteration 11Q: 3 clusters Score -2213736 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2213889.500000 Penalty: 3124.333984
	Iteration 12Q: 3 clusters Score -2213890 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2214017.500000 Penalty: 3124.333984
	Iteration 13Q: 3 clusters Score -2214018 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2214142.500000 Penalty: 3124.333984
	Iteration 14Q: 3 clusters Score -2214142 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2214276.500000 Penalty: 3124.333984
	Iteration 15Q: 3 clusters Score -2214276 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2214403.750000 Penalty: 3124.333984
	Iteration 16Q: 3 clusters Score -2214404 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2214544.000000 Penalty: 3124.333984
	Iteration 17Q: 3 clusters Score -2214544 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2214678.750000 Penalty: 3124.333984
	Iteration 18Q: 3 clusters Score -2214679 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2214829.750000 Penalty: 3124.333984
	Iteration 19Q: 3 clusters Score -2214830 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2214993.250000 Penalty: 3124.333984
	Iteration 20F: 3 clusters Score -2214993 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2215155.250000 Penalty: 3124.333984
	Iteration 21Q: 3 clusters Score -2215155 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2215304.000000 Penalty: 3124.333984
	Iteration 22Q: 3 clusters Score -2215304 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2215449.000000 Penalty: 3124.333984
	Iteration 23Q: 3 clusters Score -2215449 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2215553.750000 Penalty: 3124.333984
	Iteration 24Q: 3 clusters Score -2215554 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2215656.250000 Penalty: 3124.333984
	Iteration 25Q: 3 clusters Score -2215656 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2215759.000000 Penalty: 3124.333984
	Iteration 26Q: 3 clusters Score -2215759 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2215845.250000 Penalty: 3124.333984
	Iteration 27Q: 3 clusters Score -2215845 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2215902.000000 Penalty: 3124.333984
	Iteration 28Q: 3 clusters Score -2215902 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2215947.750000 Penalty: 3124.333984
	Iteration 29Q: 3 clusters Score -2215948 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2215988.750000 Penalty: 3124.333984
	Iteration 30Q: 3 clusters Score -2215989 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2216027.000000 Penalty: 3124.333984
	Iteration 31Q: 3 clusters Score -2216027 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2216075.250000 Penalty: 3124.333984
	Iteration 32Q: 3 clusters Score -2216075 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2216112.000000 Penalty: 3124.333984
	Iteration 33Q: 3 clusters Score -2216112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2216128.250000 Penalty: 3124.333984
	Iteration 34Q: 3 clusters Score -2216128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2216147.500000 Penalty: 3124.333984
	Iteration 35Q: 3 clusters Score -2216148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2216157.000000 Penalty: 3124.333984
	Iteration 36Q: 3 clusters Score -2216157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2216172.000000 Penalty: 3124.333984
	Iteration 37Q: 3 clusters Score -2216172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2216182.000000 Penalty: 3124.333984
	Iteration 38Q: 3 clusters Score -2216182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2216190.250000 Penalty: 3124.333984
	Iteration 39Q: 3 clusters Score -2216190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2216190.750000 Penalty: 3124.333984
	Iteration 40F: 3 clusters Score -2216191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2216197.250000 Penalty: 3124.333984
	Iteration 41Q: 3 clusters Score -2216197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2216201.750000 Penalty: 3124.333984
	Iteration 42Q: 3 clusters Score -2216202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2216202.250000 Penalty: 3124.333984
	Iteration 43Q: 3 clusters Score -2216202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2216205.500000 Penalty: 3124.333984
	Iteration 44Q: 3 clusters Score -2216206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2216203.250000 Penalty: 3124.333984
	Iteration 45Q: 3 clusters Score -2216203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2216203.750000 Penalty: 3124.333984
	Iteration 46Q: 3 clusters Score -2216204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2216204.000000 Penalty: 3124.333984
	Iteration 47Q: 3 clusters Score -2216204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2216205.250000 Penalty: 3124.333984
	Iteration 48Q: 3 clusters Score -2216205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2216205.250000 Penalty: 3124.333984
	Iteration 49F: 3 clusters Score -2216205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Entering Unmasked Estep 
Score: -2173628.250000 Penalty: 1554.802490
	Iteration 0F: 2 clusters Score -2173628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2163808.250000 Penalty: 3109.604980
	Iteration 0F: 3 clusters Score -2163808 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2167340.000000 Penalty: 3109.604980
	Iteration 1F: 3 clusters Score -2167340 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2167720.250000 Penalty: 3109.604980
	Iteration 2F: 3 clusters Score -2167720 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2168041.250000 Penalty: 3109.604980
	Iteration 3F: 3 clusters Score -2168041 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2168328.500000 Penalty: 3109.604980
	Iteration 4Q: 3 clusters Score -2168328 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2168568.250000 Penalty: 3109.604980
	Iteration 5Q: 3 clusters Score -2168568 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2168769.000000 Penalty: 3109.604980
	Iteration 6Q: 3 clusters Score -2168769 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2168956.500000 Penalty: 3109.604980
	Iteration 7Q: 3 clusters Score -2168956 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2169152.750000 Penalty: 3109.604980
	Iteration 8Q: 3 clusters Score -2169153 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2169328.500000 Penalty: 3109.604980
	Iteration 9Q: 3 clusters Score -2169328 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2169481.250000 Penalty: 3109.604980
	Iteration 10Q: 3 clusters Score -2169481 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2169628.250000 Penalty: 3109.604980
	Iteration 11Q: 3 clusters Score -2169628 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2169773.750000 Penalty: 3109.604980
	Iteration 12Q: 3 clusters Score -2169774 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2169923.750000 Penalty: 3109.604980
	Iteration 13Q: 3 clusters Score -2169924 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2170087.500000 Penalty: 3109.604980
	Iteration 14Q: 3 clusters Score -2170088 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2170280.250000 Penalty: 3109.604980
	Iteration 15Q: 3 clusters Score -2170280 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2170471.750000 Penalty: 3109.604980
	Iteration 16Q: 3 clusters Score -2170472 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2170656.250000 Penalty: 3109.604980
	Iteration 17Q: 3 clusters Score -2170656 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2170844.750000 Penalty: 3109.604980
	Iteration 18Q: 3 clusters Score -2170845 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2171001.000000 Penalty: 3109.604980
	Iteration 19Q: 3 clusters Score -2171001 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2171097.000000 Penalty: 3109.604980
	Iteration 20F: 3 clusters Score -2171097 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2171171.750000 Penalty: 3109.604980
	Iteration 21Q: 3 clusters Score -2171172 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2171261.000000 Penalty: 3109.604980
	Iteration 22Q: 3 clusters Score -2171261 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2171338.500000 Penalty: 3109.604980
	Iteration 23Q: 3 clusters Score -2171338 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2171403.500000 Penalty: 3109.604980
	Iteration 24Q: 3 clusters Score -2171404 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2171464.250000 Penalty: 3109.604980
	Iteration 25Q: 3 clusters Score -2171464 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2171534.250000 Penalty: 3109.604980
	Iteration 26Q: 3 clusters Score -2171534 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2171585.250000 Penalty: 3109.604980
	Iteration 27Q: 3 clusters Score -2171585 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2171646.750000 Penalty: 3109.604980
	Iteration 28Q: 3 clusters Score -2171647 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2171694.750000 Penalty: 3109.604980
	Iteration 29Q: 3 clusters Score -2171695 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2171752.500000 Penalty: 3109.604980
	Iteration 30Q: 3 clusters Score -2171752 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2171789.000000 Penalty: 3109.604980
	Iteration 31Q: 3 clusters Score -2171789 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2171826.750000 Penalty: 3109.604980
	Iteration 32Q: 3 clusters Score -2171827 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2171871.000000 Penalty: 3109.604980
	Iteration 33Q: 3 clusters Score -2171871 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2171917.000000 Penalty: 3109.604980
	Iteration 34Q: 3 clusters Score -2171917 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2171950.500000 Penalty: 3109.604980
	Iteration 35Q: 3 clusters Score -2171950 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2171977.500000 Penalty: 3109.604980
	Iteration 36Q: 3 clusters Score -2171978 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2172007.000000 Penalty: 3109.604980
	Iteration 37Q: 3 clusters Score -2172007 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2172042.000000 Penalty: 3109.604980
	Iteration 38Q: 3 clusters Score -2172042 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2172060.000000 Penalty: 3109.604980
	Iteration 39Q: 3 clusters Score -2172060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2172082.250000 Penalty: 3109.604980
	Iteration 40F: 3 clusters Score -2172082 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2172099.500000 Penalty: 3109.604980
	Iteration 41Q: 3 clusters Score -2172100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2172112.000000 Penalty: 3109.604980
	Iteration 42Q: 3 clusters Score -2172112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2172134.750000 Penalty: 3109.604980
	Iteration 43Q: 3 clusters Score -2172135 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2172152.750000 Penalty: 3109.604980
	Iteration 44Q: 3 clusters Score -2172153 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2172165.250000 Penalty: 3109.604980
	Iteration 45Q: 3 clusters Score -2172165 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2172180.250000 Penalty: 3109.604980
	Iteration 46Q: 3 clusters Score -2172180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2172193.500000 Penalty: 3109.604980
	Iteration 47Q: 3 clusters Score -2172194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2172207.000000 Penalty: 3109.604980
	Iteration 48Q: 3 clusters Score -2172207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2172219.000000 Penalty: 3109.604980
	Iteration 49Q: 3 clusters Score -2172219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2172222.750000 Penalty: 3109.604980
	Iteration 50Q: 3 clusters Score -2172223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2172233.000000 Penalty: 3109.604980
	Iteration 51Q: 3 clusters Score -2172233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2172235.000000 Penalty: 3109.604980
	Iteration 52Q: 3 clusters Score -2172235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2172235.000000 Penalty: 3109.604980
	Iteration 53Q: 3 clusters Score -2172235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2172237.750000 Penalty: 3109.604980
	Iteration 54Q: 3 clusters Score -2172238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2172237.250000 Penalty: 3109.604980
	Iteration 55Q: 3 clusters Score -2172237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2172240.500000 Penalty: 3109.604980
	Iteration 56Q: 3 clusters Score -2172240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2172237.500000 Penalty: 3109.604980
	Iteration 57Q: 3 clusters Score -2172238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2172243.250000 Penalty: 3109.604980
	Iteration 58Q: 3 clusters Score -2172243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2172244.000000 Penalty: 3109.604980
	Iteration 59Q: 3 clusters Score -2172244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2172242.500000 Penalty: 3109.604980
	Iteration 60F: 3 clusters Score -2172242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Entering Unmasked Estep 
Score: -518455.437500 Penalty: 1334.498291
	Iteration 0F: 2 clusters Score -518455.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -515319.375000 Penalty: 2668.996582
	Iteration 0F: 3 clusters Score -515319.4 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -516188.718750 Penalty: 2668.996582
	Iteration 1F: 3 clusters Score -516188.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -516372.656250 Penalty: 2668.996582
	Iteration 2F: 3 clusters Score -516372.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -516532.843750 Penalty: 2668.996582
	Iteration 3F: 3 clusters Score -516532.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -516678.125000 Penalty: 2668.996582
	Iteration 4Q: 3 clusters Score -516678.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -516810.156250 Penalty: 2668.996582
	Iteration 5Q: 3 clusters Score -516810.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -516928.531250 Penalty: 2668.996582
	Iteration 6Q: 3 clusters Score -516928.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -517022.062500 Penalty: 2668.996582
	Iteration 7Q: 3 clusters Score -517022.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -517090.468750 Penalty: 2668.996582
	Iteration 8Q: 3 clusters Score -517090.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -517138.531250 Penalty: 2668.996582
	Iteration 9Q: 3 clusters Score -517138.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -517177.531250 Penalty: 2668.996582
	Iteration 10Q: 3 clusters Score -517177.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -517205.875000 Penalty: 2668.996582
	Iteration 11Q: 3 clusters Score -517205.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -517223.031250 Penalty: 2668.996582
	Iteration 12Q: 3 clusters Score -517223 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -517244.781250 Penalty: 2668.996582
	Iteration 13Q: 3 clusters Score -517244.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -517259.843750 Penalty: 2668.996582
	Iteration 14Q: 3 clusters Score -517259.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -517274.906250 Penalty: 2668.996582
	Iteration 15Q: 3 clusters Score -517274.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -517293.437500 Penalty: 2668.996582
	Iteration 16Q: 3 clusters Score -517293.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -517308.687500 Penalty: 2668.996582
	Iteration 17Q: 3 clusters Score -517308.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -517322.125000 Penalty: 2668.996582
	Iteration 18Q: 3 clusters Score -517322.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -517334.187500 Penalty: 2668.996582
	Iteration 19Q: 3 clusters Score -517334.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -517350.093750 Penalty: 2668.996582
	Iteration 20F: 3 clusters Score -517350.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -517360.375000 Penalty: 2668.996582
	Iteration 21Q: 3 clusters Score -517360.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -517367.656250 Penalty: 2668.996582
	Iteration 22Q: 3 clusters Score -517367.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -517373.812500 Penalty: 2668.996582
	Iteration 23Q: 3 clusters Score -517373.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -517378.687500 Penalty: 2668.996582
	Iteration 24Q: 3 clusters Score -517378.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -517381.937500 Penalty: 2668.996582
	Iteration 25Q: 3 clusters Score -517381.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -517384.468750 Penalty: 2668.996582
	Iteration 26Q: 3 clusters Score -517384.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -517386.000000 Penalty: 2668.996582
	Iteration 27Q: 3 clusters Score -517386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -517387.312500 Penalty: 2668.996582
	Iteration 28Q: 3 clusters Score -517387.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -517390.062500 Penalty: 2668.996582
	Iteration 29Q: 3 clusters Score -517390.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -517391.343750 Penalty: 2668.996582
	Iteration 30Q: 3 clusters Score -517391.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -517391.656250 Penalty: 2668.996582
	Iteration 31Q: 3 clusters Score -517391.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -517391.656250 Penalty: 2668.996582
	Iteration 32F: 3 clusters Score -517391.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -138012.984375 Penalty: 1135.467163
	Iteration 0F: 2 clusters Score -138013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -136500.328125 Penalty: 2270.934326
	Iteration 0F: 3 clusters Score -136500.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -136779.515625 Penalty: 2270.934326
	Iteration 1F: 3 clusters Score -136779.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -136853.562500 Penalty: 2270.934326
	Iteration 2F: 3 clusters Score -136853.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -136892.921875 Penalty: 2270.934326
	Iteration 3Q: 3 clusters Score -136892.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -136913.609375 Penalty: 2270.934326
	Iteration 4Q: 3 clusters Score -136913.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -136931.468750 Penalty: 2270.934326
	Iteration 5Q: 3 clusters Score -136931.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -136946.203125 Penalty: 2270.934326
	Iteration 6Q: 3 clusters Score -136946.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -136970.984375 Penalty: 2270.934326
	Iteration 7Q: 3 clusters Score -136971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -136988.828125 Penalty: 2270.934326
	Iteration 8Q: 3 clusters Score -136988.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -137008.734375 Penalty: 2270.934326
	Iteration 9Q: 3 clusters Score -137008.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -137038.031250 Penalty: 2270.934326
	Iteration 10Q: 3 clusters Score -137038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -137072.500000 Penalty: 2270.934326
	Iteration 11Q: 3 clusters Score -137072.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -137118.093750 Penalty: 2270.934326
	Iteration 12Q: 3 clusters Score -137118.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -137171.765625 Penalty: 2270.934326
	Iteration 13Q: 3 clusters Score -137171.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -137236.640625 Penalty: 2270.934326
	Iteration 14Q: 3 clusters Score -137236.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -137305.171875 Penalty: 2270.934326
	Iteration 15Q: 3 clusters Score -137305.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -137436.765625 Penalty: 2270.934326
	Iteration 16Q: 3 clusters Score -137436.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -137571.890625 Penalty: 2270.934326
	Iteration 17F: 3 clusters Score -137571.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -137687.468750 Penalty: 2270.934326
	Iteration 18Q: 3 clusters Score -137687.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -137765.296875 Penalty: 2270.934326
	Iteration 19Q: 3 clusters Score -137765.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -137806.296875 Penalty: 2270.934326
	Iteration 20F: 3 clusters Score -137806.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -137836.843750 Penalty: 2270.934326
	Iteration 21Q: 3 clusters Score -137836.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -137869.703125 Penalty: 2270.934326
	Iteration 22Q: 3 clusters Score -137869.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -137898.000000 Penalty: 2270.934326
	Iteration 23Q: 3 clusters Score -137898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -137916.203125 Penalty: 2270.934326
	Iteration 24Q: 3 clusters Score -137916.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -137927.531250 Penalty: 2270.934326
	Iteration 25Q: 3 clusters Score -137927.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -137942.796875 Penalty: 2270.934326
	Iteration 26Q: 3 clusters Score -137942.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -137961.859375 Penalty: 2270.934326
	Iteration 27Q: 3 clusters Score -137961.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -137968.453125 Penalty: 2270.934326
	Iteration 28Q: 3 clusters Score -137968.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -137972.859375 Penalty: 2270.934326
	Iteration 29Q: 3 clusters Score -137972.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -137976.875000 Penalty: 2270.934326
	Iteration 30Q: 3 clusters Score -137976.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -137980.218750 Penalty: 2270.934326
	Iteration 31Q: 3 clusters Score -137980.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -137984.781250 Penalty: 2270.934326
	Iteration 32Q: 3 clusters Score -137984.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -137987.703125 Penalty: 2270.934326
	Iteration 33Q: 3 clusters Score -137987.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -137993.187500 Penalty: 2270.934326
	Iteration 34Q: 3 clusters Score -137993.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -137996.500000 Penalty: 2270.934326
	Iteration 35Q: 3 clusters Score -137996.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -138011.437500 Penalty: 2270.934326
	Iteration 36Q: 3 clusters Score -138011.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -138025.812500 Penalty: 2270.934326
	Iteration 37Q: 3 clusters Score -138025.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -138031.593750 Penalty: 2270.934326
	Iteration 38Q: 3 clusters Score -138031.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -138031.593750 Penalty: 2270.934326
	Iteration 39F: 3 clusters Score -138031.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7766 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24813 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5080 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12824 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6551 members 
Mstep: Class 37 contains 9492 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 14963 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 507 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20274 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2204 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13638 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15599 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22473 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Mstep: Class 86 contains 576 members 
Entering Unmasked Estep 
Score: -85934704.000000 Penalty: 185964.312500
Splitting cluster 48 changes total score from -85935760.000000 to -85934704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (6057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Entering Unmasked Estep 
Score: -773065.000000 Penalty: 1415.207642
	Iteration 0F: 2 clusters Score -773065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -768425.375000 Penalty: 2830.415283
	Iteration 0F: 3 clusters Score -768425.4 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -769901.125000 Penalty: 2830.415283
	Iteration 1F: 3 clusters Score -769901.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -770226.250000 Penalty: 2830.415283
	Iteration 2F: 3 clusters Score -770226.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -770514.250000 Penalty: 2830.415283
	Iteration 3F: 3 clusters Score -770514.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -770793.562500 Penalty: 2830.415283
	Iteration 4F: 3 clusters Score -770793.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -771070.062500 Penalty: 2830.415283
	Iteration 5F: 3 clusters Score -771070.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -771326.125000 Penalty: 2830.415283
	Iteration 6F: 3 clusters Score -771326.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -771532.187500 Penalty: 2830.415283
	Iteration 7Q: 3 clusters Score -771532.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -771674.125000 Penalty: 2830.415283
	Iteration 8Q: 3 clusters Score -771674.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -771782.562500 Penalty: 2830.415283
	Iteration 9Q: 3 clusters Score -771782.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -771865.562500 Penalty: 2830.415283
	Iteration 10Q: 3 clusters Score -771865.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -771927.625000 Penalty: 2830.415283
	Iteration 11Q: 3 clusters Score -771927.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -771971.750000 Penalty: 2830.415283
	Iteration 12Q: 3 clusters Score -771971.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -771996.250000 Penalty: 2830.415283
	Iteration 13Q: 3 clusters Score -771996.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -772013.000000 Penalty: 2830.415283
	Iteration 14Q: 3 clusters Score -772013 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -772037.687500 Penalty: 2830.415283
	Iteration 15Q: 3 clusters Score -772037.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -772055.687500 Penalty: 2830.415283
	Iteration 16Q: 3 clusters Score -772055.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -772074.687500 Penalty: 2830.415283
	Iteration 17Q: 3 clusters Score -772074.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -772083.937500 Penalty: 2830.415283
	Iteration 18Q: 3 clusters Score -772083.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -772091.500000 Penalty: 2830.415283
	Iteration 19Q: 3 clusters Score -772091.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -772097.875000 Penalty: 2830.415283
	Iteration 20F: 3 clusters Score -772097.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -772102.625000 Penalty: 2830.415283
	Iteration 21Q: 3 clusters Score -772102.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -772105.312500 Penalty: 2830.415283
	Iteration 22Q: 3 clusters Score -772105.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -772106.125000 Penalty: 2830.415283
	Iteration 23Q: 3 clusters Score -772106.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -772108.312500 Penalty: 2830.415283
	Iteration 24Q: 3 clusters Score -772108.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -772112.062500 Penalty: 2830.415283
	Iteration 25Q: 3 clusters Score -772112.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -772115.750000 Penalty: 2830.415283
	Iteration 26Q: 3 clusters Score -772115.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -772117.687500 Penalty: 2830.415283
	Iteration 27Q: 3 clusters Score -772117.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -772117.875000 Penalty: 2830.415283
	Iteration 28Q: 3 clusters Score -772117.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -772118.000000 Penalty: 2830.415283
	Iteration 29Q: 3 clusters Score -772118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -772117.250000 Penalty: 2830.415283
	Iteration 30Q: 3 clusters Score -772117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -772118.625000 Penalty: 2830.415283
	Iteration 31Q: 3 clusters Score -772118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -772118.125000 Penalty: 2830.415283
	Iteration 32Q: 3 clusters Score -772118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -772118.062500 Penalty: 2830.415283
	Iteration 33Q: 3 clusters Score -772118.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -772118.062500 Penalty: 2830.415283
	Iteration 34F: 3 clusters Score -772118.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (20274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Entering Unmasked Estep 
Score: -3091933.000000 Penalty: 1611.527832
	Iteration 0F: 2 clusters Score -3091933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3078743.250000 Penalty: 3223.055664
	Iteration 0F: 3 clusters Score -3078743 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -3083870.000000 Penalty: 3223.055664
	Iteration 1F: 3 clusters Score -3083870 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -3084212.250000 Penalty: 3223.055664
	Iteration 2Q: 3 clusters Score -3084212 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -3084475.750000 Penalty: 3223.055664
	Iteration 3Q: 3 clusters Score -3084476 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -3084785.500000 Penalty: 3223.055664
	Iteration 4Q: 3 clusters Score -3084786 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -3085080.500000 Penalty: 3223.055664
	Iteration 5Q: 3 clusters Score -3085080 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -3085403.750000 Penalty: 3223.055664
	Iteration 6Q: 3 clusters Score -3085404 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -3085727.500000 Penalty: 3223.055664
	Iteration 7Q: 3 clusters Score -3085728 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -3086056.750000 Penalty: 3223.055664
	Iteration 8Q: 3 clusters Score -3086057 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -3086439.500000 Penalty: 3223.055664
	Iteration 9Q: 3 clusters Score -3086440 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -3086808.750000 Penalty: 3223.055664
	Iteration 10Q: 3 clusters Score -3086809 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -3087200.000000 Penalty: 3223.055664
	Iteration 11Q: 3 clusters Score -3087200 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -3087582.500000 Penalty: 3223.055664
	Iteration 12Q: 3 clusters Score -3087582 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -3087905.000000 Penalty: 3223.055664
	Iteration 13Q: 3 clusters Score -3087905 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3088179.000000 Penalty: 3223.055664
	Iteration 14Q: 3 clusters Score -3088179 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3088471.500000 Penalty: 3223.055664
	Iteration 15Q: 3 clusters Score -3088472 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3088765.500000 Penalty: 3223.055664
	Iteration 16Q: 3 clusters Score -3088766 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3089009.500000 Penalty: 3223.055664
	Iteration 17Q: 3 clusters Score -3089010 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3089232.000000 Penalty: 3223.055664
	Iteration 18Q: 3 clusters Score -3089232 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3089412.250000 Penalty: 3223.055664
	Iteration 19Q: 3 clusters Score -3089412 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3089557.500000 Penalty: 3223.055664
	Iteration 20F: 3 clusters Score -3089558 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3089691.500000 Penalty: 3223.055664
	Iteration 21Q: 3 clusters Score -3089692 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3089821.750000 Penalty: 3223.055664
	Iteration 22Q: 3 clusters Score -3089822 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3089908.750000 Penalty: 3223.055664
	Iteration 23Q: 3 clusters Score -3089909 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3090014.000000 Penalty: 3223.055664
	Iteration 24Q: 3 clusters Score -3090014 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3090101.250000 Penalty: 3223.055664
	Iteration 25Q: 3 clusters Score -3090101 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3090165.000000 Penalty: 3223.055664
	Iteration 26Q: 3 clusters Score -3090165 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3090215.000000 Penalty: 3223.055664
	Iteration 27Q: 3 clusters Score -3090215 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3090290.250000 Penalty: 3223.055664
	Iteration 28Q: 3 clusters Score -3090290 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3090342.750000 Penalty: 3223.055664
	Iteration 29Q: 3 clusters Score -3090343 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3090397.250000 Penalty: 3223.055664
	Iteration 30Q: 3 clusters Score -3090397 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3090431.250000 Penalty: 3223.055664
	Iteration 31Q: 3 clusters Score -3090431 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3090461.000000 Penalty: 3223.055664
	Iteration 32Q: 3 clusters Score -3090461 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3090508.000000 Penalty: 3223.055664
	Iteration 33Q: 3 clusters Score -3090508 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3090538.750000 Penalty: 3223.055664
	Iteration 34Q: 3 clusters Score -3090539 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3090562.750000 Penalty: 3223.055664
	Iteration 35Q: 3 clusters Score -3090563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3090581.500000 Penalty: 3223.055664
	Iteration 36Q: 3 clusters Score -3090582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3090583.500000 Penalty: 3223.055664
	Iteration 37Q: 3 clusters Score -3090584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3090591.500000 Penalty: 3223.055664
	Iteration 38Q: 3 clusters Score -3090592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3090602.250000 Penalty: 3223.055664
	Iteration 39Q: 3 clusters Score -3090602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3090612.500000 Penalty: 3223.055664
	Iteration 40F: 3 clusters Score -3090612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3090619.250000 Penalty: 3223.055664
	Iteration 41Q: 3 clusters Score -3090619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3090634.500000 Penalty: 3223.055664
	Iteration 42Q: 3 clusters Score -3090634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3090653.000000 Penalty: 3223.055664
	Iteration 43Q: 3 clusters Score -3090653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3090661.250000 Penalty: 3223.055664
	Iteration 44Q: 3 clusters Score -3090661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3090668.750000 Penalty: 3223.055664
	Iteration 45Q: 3 clusters Score -3090669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3090671.000000 Penalty: 3223.055664
	Iteration 46Q: 3 clusters Score -3090671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3090676.500000 Penalty: 3223.055664
	Iteration 47Q: 3 clusters Score -3090676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3090682.500000 Penalty: 3223.055664
	Iteration 48Q: 3 clusters Score -3090682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3090683.500000 Penalty: 3223.055664
	Iteration 49Q: 3 clusters Score -3090684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3090684.750000 Penalty: 3223.055664
	Iteration 50Q: 3 clusters Score -3090685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3090687.750000 Penalty: 3223.055664
	Iteration 51Q: 3 clusters Score -3090688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3090690.000000 Penalty: 3223.055664
	Iteration 52Q: 3 clusters Score -3090690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3090692.000000 Penalty: 3223.055664
	Iteration 53Q: 3 clusters Score -3090692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3090692.000000 Penalty: 3223.055664
	Iteration 54F: 3 clusters Score -3090692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Entering Unmasked Estep 
Score: -135512.062500 Penalty: 1121.858887
	Iteration 0F: 2 clusters Score -135512.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -134094.578125 Penalty: 2243.717773
	Iteration 0F: 3 clusters Score -134094.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -134369.984375 Penalty: 2243.717773
	Iteration 1F: 3 clusters Score -134370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -134454.250000 Penalty: 2243.717773
	Iteration 2F: 3 clusters Score -134454.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -134497.750000 Penalty: 2243.717773
	Iteration 3Q: 3 clusters Score -134497.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -134544.406250 Penalty: 2243.717773
	Iteration 4Q: 3 clusters Score -134544.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -134596.734375 Penalty: 2243.717773
	Iteration 5Q: 3 clusters Score -134596.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -134625.484375 Penalty: 2243.717773
	Iteration 6Q: 3 clusters Score -134625.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -134655.625000 Penalty: 2243.717773
	Iteration 7Q: 3 clusters Score -134655.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -134673.546875 Penalty: 2243.717773
	Iteration 8Q: 3 clusters Score -134673.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -134691.515625 Penalty: 2243.717773
	Iteration 9Q: 3 clusters Score -134691.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -134717.796875 Penalty: 2243.717773
	Iteration 10Q: 3 clusters Score -134717.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -134731.375000 Penalty: 2243.717773
	Iteration 11Q: 3 clusters Score -134731.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -134735.515625 Penalty: 2243.717773
	Iteration 12Q: 3 clusters Score -134735.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -134742.562500 Penalty: 2243.717773
	Iteration 13Q: 3 clusters Score -134742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -134744.515625 Penalty: 2243.717773
	Iteration 14Q: 3 clusters Score -134744.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -134745.171875 Penalty: 2243.717773
	Iteration 15Q: 3 clusters Score -134745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -134745.718750 Penalty: 2243.717773
	Iteration 16Q: 3 clusters Score -134745.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -134746.093750 Penalty: 2243.717773
	Iteration 17Q: 3 clusters Score -134746.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -134747.718750 Penalty: 2243.717773
	Iteration 18Q: 3 clusters Score -134747.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -134748.968750 Penalty: 2243.717773
	Iteration 19Q: 3 clusters Score -134749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -134752.843750 Penalty: 2243.717773
	Iteration 20F: 3 clusters Score -134752.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -134756.609375 Penalty: 2243.717773
	Iteration 21Q: 3 clusters Score -134756.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -134762.171875 Penalty: 2243.717773
	Iteration 22Q: 3 clusters Score -134762.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -134766.921875 Penalty: 2243.717773
	Iteration 23Q: 3 clusters Score -134766.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -134768.078125 Penalty: 2243.717773
	Iteration 24Q: 3 clusters Score -134768.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -134770.828125 Penalty: 2243.717773
	Iteration 25Q: 3 clusters Score -134770.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -134770.828125 Penalty: 2243.717773
	Iteration 26F: 3 clusters Score -134770.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Entering Unmasked Estep 
Score: -327568.437500 Penalty: 1270.233276
	Iteration 0F: 2 clusters Score -327568.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -325230.906250 Penalty: 2540.466553
	Iteration 0F: 3 clusters Score -325230.9 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -325834.906250 Penalty: 2540.466553
	Iteration 1F: 3 clusters Score -325834.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -325965.375000 Penalty: 2540.466553
	Iteration 2F: 3 clusters Score -325965.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -326052.500000 Penalty: 2540.466553
	Iteration 3Q: 3 clusters Score -326052.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -326130.031250 Penalty: 2540.466553
	Iteration 4Q: 3 clusters Score -326130 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -326180.875000 Penalty: 2540.466553
	Iteration 5Q: 3 clusters Score -326180.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -326212.218750 Penalty: 2540.466553
	Iteration 6Q: 3 clusters Score -326212.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -326234.750000 Penalty: 2540.466553
	Iteration 7Q: 3 clusters Score -326234.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -326250.750000 Penalty: 2540.466553
	Iteration 8Q: 3 clusters Score -326250.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -326264.937500 Penalty: 2540.466553
	Iteration 9Q: 3 clusters Score -326264.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -326276.750000 Penalty: 2540.466553
	Iteration 10Q: 3 clusters Score -326276.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -326282.125000 Penalty: 2540.466553
	Iteration 11Q: 3 clusters Score -326282.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -326285.875000 Penalty: 2540.466553
	Iteration 12Q: 3 clusters Score -326285.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -326290.906250 Penalty: 2540.466553
	Iteration 13Q: 3 clusters Score -326290.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -326293.343750 Penalty: 2540.466553
	Iteration 14Q: 3 clusters Score -326293.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -326295.718750 Penalty: 2540.466553
	Iteration 15Q: 3 clusters Score -326295.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -326299.031250 Penalty: 2540.466553
	Iteration 16Q: 3 clusters Score -326299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -326303.437500 Penalty: 2540.466553
	Iteration 17Q: 3 clusters Score -326303.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -326307.656250 Penalty: 2540.466553
	Iteration 18Q: 3 clusters Score -326307.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -326310.406250 Penalty: 2540.466553
	Iteration 19Q: 3 clusters Score -326310.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -326312.250000 Penalty: 2540.466553
	Iteration 20F: 3 clusters Score -326312.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -326314.062500 Penalty: 2540.466553
	Iteration 21Q: 3 clusters Score -326314.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -326316.500000 Penalty: 2540.466553
	Iteration 22Q: 3 clusters Score -326316.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -326321.968750 Penalty: 2540.466553
	Iteration 23Q: 3 clusters Score -326322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -326331.031250 Penalty: 2540.466553
	Iteration 24Q: 3 clusters Score -326331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -326337.281250 Penalty: 2540.466553
	Iteration 25Q: 3 clusters Score -326337.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -326347.187500 Penalty: 2540.466553
	Iteration 26Q: 3 clusters Score -326347.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -326356.406250 Penalty: 2540.466553
	Iteration 27Q: 3 clusters Score -326356.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -326360.562500 Penalty: 2540.466553
	Iteration 28Q: 3 clusters Score -326360.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -326362.875000 Penalty: 2540.466553
	Iteration 29Q: 3 clusters Score -326362.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -326367.656250 Penalty: 2540.466553
	Iteration 30Q: 3 clusters Score -326367.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -326372.093750 Penalty: 2540.466553
	Iteration 31Q: 3 clusters Score -326372.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -326373.375000 Penalty: 2540.466553
	Iteration 32Q: 3 clusters Score -326373.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -326374.531250 Penalty: 2540.466553
	Iteration 33Q: 3 clusters Score -326374.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -326376.312500 Penalty: 2540.466553
	Iteration 34Q: 3 clusters Score -326376.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -326377.093750 Penalty: 2540.466553
	Iteration 35Q: 3 clusters Score -326377.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -326378.968750 Penalty: 2540.466553
	Iteration 36Q: 3 clusters Score -326379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -326381.687500 Penalty: 2540.466553
	Iteration 37Q: 3 clusters Score -326381.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -326386.812500 Penalty: 2540.466553
	Iteration 38Q: 3 clusters Score -326386.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -326392.250000 Penalty: 2540.466553
	Iteration 39Q: 3 clusters Score -326392.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -326397.250000 Penalty: 2540.466553
	Iteration 40F: 3 clusters Score -326397.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -326400.437500 Penalty: 2540.466553
	Iteration 41Q: 3 clusters Score -326400.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -326402.000000 Penalty: 2540.466553
	Iteration 42Q: 3 clusters Score -326402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -326403.437500 Penalty: 2540.466553
	Iteration 43Q: 3 clusters Score -326403.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -326403.437500 Penalty: 2540.466553
	Iteration 44F: 3 clusters Score -326403.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -18708.947266 Penalty: 836.467834
	Iteration 0F: 2 clusters Score -18708.95 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 96 members 
Entering Unmasked Estep 
Score: -18051.830078 Penalty: 1672.935669
	Iteration 0F: 3 clusters Score -18051.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18114.335938 Penalty: 1672.935669
	Iteration 1F: 3 clusters Score -18114.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18161.681641 Penalty: 1672.935669
	Iteration 2F: 3 clusters Score -18161.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18170.113281 Penalty: 1672.935669
	Iteration 3Q: 3 clusters Score -18170.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18170.113281 Penalty: 1672.935669
	Iteration 4F: 3 clusters Score -18170.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Entering Unmasked Estep 
Score: -302003.312500 Penalty: 1250.929688
	Iteration 0F: 2 clusters Score -302003.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -299798.937500 Penalty: 2501.859375
	Iteration 0F: 3 clusters Score -299798.9 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -300326.156250 Penalty: 2501.859375
	Iteration 1F: 3 clusters Score -300326.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -300446.406250 Penalty: 2501.859375
	Iteration 2F: 3 clusters Score -300446.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -300525.375000 Penalty: 2501.859375
	Iteration 3Q: 3 clusters Score -300525.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -300576.406250 Penalty: 2501.859375
	Iteration 4Q: 3 clusters Score -300576.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -300608.281250 Penalty: 2501.859375
	Iteration 5Q: 3 clusters Score -300608.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -300638.750000 Penalty: 2501.859375
	Iteration 6Q: 3 clusters Score -300638.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -300658.718750 Penalty: 2501.859375
	Iteration 7Q: 3 clusters Score -300658.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -300674.343750 Penalty: 2501.859375
	Iteration 8Q: 3 clusters Score -300674.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -300688.281250 Penalty: 2501.859375
	Iteration 9Q: 3 clusters Score -300688.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -300695.312500 Penalty: 2501.859375
	Iteration 10Q: 3 clusters Score -300695.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -300701.156250 Penalty: 2501.859375
	Iteration 11Q: 3 clusters Score -300701.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -300706.812500 Penalty: 2501.859375
	Iteration 12Q: 3 clusters Score -300706.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -300711.218750 Penalty: 2501.859375
	Iteration 13Q: 3 clusters Score -300711.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -300716.781250 Penalty: 2501.859375
	Iteration 14Q: 3 clusters Score -300716.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -300720.906250 Penalty: 2501.859375
	Iteration 15Q: 3 clusters Score -300720.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -300725.625000 Penalty: 2501.859375
	Iteration 16Q: 3 clusters Score -300725.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -300729.468750 Penalty: 2501.859375
	Iteration 17Q: 3 clusters Score -300729.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -300732.312500 Penalty: 2501.859375
	Iteration 18Q: 3 clusters Score -300732.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -300736.187500 Penalty: 2501.859375
	Iteration 19Q: 3 clusters Score -300736.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -300738.437500 Penalty: 2501.859375
	Iteration 20F: 3 clusters Score -300738.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -300741.250000 Penalty: 2501.859375
	Iteration 21Q: 3 clusters Score -300741.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -300744.281250 Penalty: 2501.859375
	Iteration 22Q: 3 clusters Score -300744.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -300745.437500 Penalty: 2501.859375
	Iteration 23Q: 3 clusters Score -300745.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -300748.093750 Penalty: 2501.859375
	Iteration 24Q: 3 clusters Score -300748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -300748.312500 Penalty: 2501.859375
	Iteration 25Q: 3 clusters Score -300748.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -300748.687500 Penalty: 2501.859375
	Iteration 26Q: 3 clusters Score -300748.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -300748.687500 Penalty: 2501.859375
	Iteration 27F: 3 clusters Score -300748.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (13280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Entering Unmasked Estep 
Score: -2018444.875000 Penalty: 1542.777344
	Iteration 0F: 2 clusters Score -2018445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2009344.250000 Penalty: 3085.554688
	Iteration 0F: 3 clusters Score -2009344 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2012670.375000 Penalty: 3085.554688
	Iteration 1F: 3 clusters Score -2012670 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2013234.125000 Penalty: 3085.554688
	Iteration 2F: 3 clusters Score -2013234 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2013762.375000 Penalty: 3085.554688
	Iteration 3F: 3 clusters Score -2013762 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2014170.125000 Penalty: 3085.554688
	Iteration 4F: 3 clusters Score -2014170 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2014548.125000 Penalty: 3085.554688
	Iteration 5F: 3 clusters Score -2014548 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2014922.250000 Penalty: 3085.554688
	Iteration 6F: 3 clusters Score -2014922 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2015253.000000 Penalty: 3085.554688
	Iteration 7Q: 3 clusters Score -2015253 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2015557.625000 Penalty: 3085.554688
	Iteration 8Q: 3 clusters Score -2015558 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2015835.500000 Penalty: 3085.554688
	Iteration 9Q: 3 clusters Score -2015836 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2016076.750000 Penalty: 3085.554688
	Iteration 10Q: 3 clusters Score -2016077 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2016267.000000 Penalty: 3085.554688
	Iteration 11Q: 3 clusters Score -2016267 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2016421.750000 Penalty: 3085.554688
	Iteration 12Q: 3 clusters Score -2016422 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2016541.125000 Penalty: 3085.554688
	Iteration 13Q: 3 clusters Score -2016541 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2016615.500000 Penalty: 3085.554688
	Iteration 14Q: 3 clusters Score -2016616 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2016664.625000 Penalty: 3085.554688
	Iteration 15Q: 3 clusters Score -2016665 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2016705.750000 Penalty: 3085.554688
	Iteration 16Q: 3 clusters Score -2016706 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2016736.500000 Penalty: 3085.554688
	Iteration 17Q: 3 clusters Score -2016736 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2016768.000000 Penalty: 3085.554688
	Iteration 18Q: 3 clusters Score -2016768 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2016791.875000 Penalty: 3085.554688
	Iteration 19Q: 3 clusters Score -2016792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2016820.750000 Penalty: 3085.554688
	Iteration 20F: 3 clusters Score -2016821 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2016835.750000 Penalty: 3085.554688
	Iteration 21Q: 3 clusters Score -2016836 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2016860.500000 Penalty: 3085.554688
	Iteration 22Q: 3 clusters Score -2016860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2016875.000000 Penalty: 3085.554688
	Iteration 23Q: 3 clusters Score -2016875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2016888.000000 Penalty: 3085.554688
	Iteration 24Q: 3 clusters Score -2016888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2016895.000000 Penalty: 3085.554688
	Iteration 25Q: 3 clusters Score -2016895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2016899.000000 Penalty: 3085.554688
	Iteration 26Q: 3 clusters Score -2016899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2016896.875000 Penalty: 3085.554688
	Iteration 27Q: 3 clusters Score -2016897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2016908.125000 Penalty: 3085.554688
	Iteration 28Q: 3 clusters Score -2016908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2016920.250000 Penalty: 3085.554688
	Iteration 29Q: 3 clusters Score -2016920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2016927.750000 Penalty: 3085.554688
	Iteration 30Q: 3 clusters Score -2016928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2016934.125000 Penalty: 3085.554688
	Iteration 31Q: 3 clusters Score -2016934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2016940.250000 Penalty: 3085.554688
	Iteration 32Q: 3 clusters Score -2016940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2016939.875000 Penalty: 3085.554688
	Iteration 33Q: 3 clusters Score -2016940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2016941.750000 Penalty: 3085.554688
	Iteration 34Q: 3 clusters Score -2016942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2016944.000000 Penalty: 3085.554688
	Iteration 35Q: 3 clusters Score -2016944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2016943.875000 Penalty: 3085.554688
	Iteration 36Q: 3 clusters Score -2016944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2016949.500000 Penalty: 3085.554688
	Iteration 37Q: 3 clusters Score -2016950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2016957.250000 Penalty: 3085.554688
	Iteration 38Q: 3 clusters Score -2016957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2016969.750000 Penalty: 3085.554688
	Iteration 39Q: 3 clusters Score -2016970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2016979.125000 Penalty: 3085.554688
	Iteration 40F: 3 clusters Score -2016979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2016989.000000 Penalty: 3085.554688
	Iteration 41Q: 3 clusters Score -2016989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2016992.625000 Penalty: 3085.554688
	Iteration 42Q: 3 clusters Score -2016993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2016992.875000 Penalty: 3085.554688
	Iteration 43Q: 3 clusters Score -2016993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2017002.500000 Penalty: 3085.554688
	Iteration 44Q: 3 clusters Score -2017002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2017010.375000 Penalty: 3085.554688
	Iteration 45Q: 3 clusters Score -2017010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2017014.750000 Penalty: 3085.554688
	Iteration 46Q: 3 clusters Score -2017015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2017025.125000 Penalty: 3085.554688
	Iteration 47Q: 3 clusters Score -2017025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2017031.875000 Penalty: 3085.554688
	Iteration 48Q: 3 clusters Score -2017032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2017039.500000 Penalty: 3085.554688
	Iteration 49Q: 3 clusters Score -2017040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2017045.375000 Penalty: 3085.554688
	Iteration 50Q: 3 clusters Score -2017045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2017042.625000 Penalty: 3085.554688
	Iteration 51Q: 3 clusters Score -2017043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2017042.125000 Penalty: 3085.554688
	Iteration 52Q: 3 clusters Score -2017042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2017048.875000 Penalty: 3085.554688
	Iteration 53Q: 3 clusters Score -2017049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2017047.875000 Penalty: 3085.554688
	Iteration 54Q: 3 clusters Score -2017048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2017050.250000 Penalty: 3085.554688
	Iteration 55Q: 3 clusters Score -2017050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2017046.375000 Penalty: 3085.554688
	Iteration 56Q: 3 clusters Score -2017046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2017050.375000 Penalty: 3085.554688
	Iteration 57Q: 3 clusters Score -2017050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2017052.250000 Penalty: 3085.554688
	Iteration 58Q: 3 clusters Score -2017052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2017053.375000 Penalty: 3085.554688
	Iteration 59Q: 3 clusters Score -2017053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2017055.125000 Penalty: 3085.554688
	Iteration 60F: 3 clusters Score -2017055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2017054.375000 Penalty: 3085.554688
	Iteration 61Q: 3 clusters Score -2017054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2017056.750000 Penalty: 3085.554688
	Iteration 62Q: 3 clusters Score -2017057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2017056.250000 Penalty: 3085.554688
	Iteration 63Q: 3 clusters Score -2017056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2017056.750000 Penalty: 3085.554688
	Iteration 64Q: 3 clusters Score -2017057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2017058.375000 Penalty: 3085.554688
	Iteration 65Q: 3 clusters Score -2017058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2017062.125000 Penalty: 3085.554688
	Iteration 66Q: 3 clusters Score -2017062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2017065.375000 Penalty: 3085.554688
	Iteration 67Q: 3 clusters Score -2017065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2017063.125000 Penalty: 3085.554688
	Iteration 68Q: 3 clusters Score -2017063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2017063.750000 Penalty: 3085.554688
	Iteration 69Q: 3 clusters Score -2017064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2017067.000000 Penalty: 3085.554688
	Iteration 70Q: 3 clusters Score -2017067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2017070.125000 Penalty: 3085.554688
	Iteration 71Q: 3 clusters Score -2017070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2017070.500000 Penalty: 3085.554688
	Iteration 72Q: 3 clusters Score -2017070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2017071.250000 Penalty: 3085.554688
	Iteration 73Q: 3 clusters Score -2017071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2017070.500000 Penalty: 3085.554688
	Iteration 74Q: 3 clusters Score -2017070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2017069.000000 Penalty: 3085.554688
	Iteration 75Q: 3 clusters Score -2017069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2017070.375000 Penalty: 3085.554688
	Iteration 76Q: 3 clusters Score -2017070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2017070.375000 Penalty: 3085.554688
	Iteration 77F: 3 clusters Score -2017070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (11838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Entering Unmasked Estep 
Score: -1726892.875000 Penalty: 1524.098877
	Iteration 0F: 2 clusters Score -1726893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1718624.500000 Penalty: 3048.197754
	Iteration 0F: 3 clusters Score -1718624 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1721441.375000 Penalty: 3048.197754
	Iteration 1F: 3 clusters Score -1721441 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1721692.875000 Penalty: 3048.197754
	Iteration 2F: 3 clusters Score -1721693 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1721908.625000 Penalty: 3048.197754
	Iteration 3Q: 3 clusters Score -1721909 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1722063.750000 Penalty: 3048.197754
	Iteration 4Q: 3 clusters Score -1722064 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1722186.500000 Penalty: 3048.197754
	Iteration 5Q: 3 clusters Score -1722186 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1722285.750000 Penalty: 3048.197754
	Iteration 6Q: 3 clusters Score -1722286 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1722370.250000 Penalty: 3048.197754
	Iteration 7Q: 3 clusters Score -1722370 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1722438.125000 Penalty: 3048.197754
	Iteration 8Q: 3 clusters Score -1722438 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1722494.500000 Penalty: 3048.197754
	Iteration 9Q: 3 clusters Score -1722494 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1722549.375000 Penalty: 3048.197754
	Iteration 10Q: 3 clusters Score -1722549 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1722606.125000 Penalty: 3048.197754
	Iteration 11Q: 3 clusters Score -1722606 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1722670.500000 Penalty: 3048.197754
	Iteration 12Q: 3 clusters Score -1722670 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1722736.375000 Penalty: 3048.197754
	Iteration 13Q: 3 clusters Score -1722736 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1722809.250000 Penalty: 3048.197754
	Iteration 14Q: 3 clusters Score -1722809 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1722909.500000 Penalty: 3048.197754
	Iteration 15Q: 3 clusters Score -1722910 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1723052.125000 Penalty: 3048.197754
	Iteration 16Q: 3 clusters Score -1723052 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1723251.000000 Penalty: 3048.197754
	Iteration 17Q: 3 clusters Score -1723251 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1723477.625000 Penalty: 3048.197754
	Iteration 18Q: 3 clusters Score -1723478 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1723701.125000 Penalty: 3048.197754
	Iteration 19Q: 3 clusters Score -1723701 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1723950.375000 Penalty: 3048.197754
	Iteration 20F: 3 clusters Score -1723950 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1724186.750000 Penalty: 3048.197754
	Iteration 21Q: 3 clusters Score -1724187 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1724358.250000 Penalty: 3048.197754
	Iteration 22Q: 3 clusters Score -1724358 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1724483.125000 Penalty: 3048.197754
	Iteration 23Q: 3 clusters Score -1724483 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1724585.875000 Penalty: 3048.197754
	Iteration 24Q: 3 clusters Score -1724586 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1724685.250000 Penalty: 3048.197754
	Iteration 25Q: 3 clusters Score -1724685 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1724797.250000 Penalty: 3048.197754
	Iteration 26Q: 3 clusters Score -1724797 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1724916.375000 Penalty: 3048.197754
	Iteration 27Q: 3 clusters Score -1724916 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1725011.000000 Penalty: 3048.197754
	Iteration 28Q: 3 clusters Score -1725011 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1725085.750000 Penalty: 3048.197754
	Iteration 29Q: 3 clusters Score -1725086 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1725153.375000 Penalty: 3048.197754
	Iteration 30Q: 3 clusters Score -1725153 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1725191.375000 Penalty: 3048.197754
	Iteration 31Q: 3 clusters Score -1725191 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1725227.750000 Penalty: 3048.197754
	Iteration 32Q: 3 clusters Score -1725228 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1725252.375000 Penalty: 3048.197754
	Iteration 33Q: 3 clusters Score -1725252 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1725270.625000 Penalty: 3048.197754
	Iteration 34Q: 3 clusters Score -1725271 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1725285.375000 Penalty: 3048.197754
	Iteration 35Q: 3 clusters Score -1725285 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1725301.750000 Penalty: 3048.197754
	Iteration 36Q: 3 clusters Score -1725302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1725313.000000 Penalty: 3048.197754
	Iteration 37Q: 3 clusters Score -1725313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1725328.875000 Penalty: 3048.197754
	Iteration 38Q: 3 clusters Score -1725329 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1725353.000000 Penalty: 3048.197754
	Iteration 39Q: 3 clusters Score -1725353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1725367.125000 Penalty: 3048.197754
	Iteration 40F: 3 clusters Score -1725367 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1725381.375000 Penalty: 3048.197754
	Iteration 41Q: 3 clusters Score -1725381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1725394.750000 Penalty: 3048.197754
	Iteration 42Q: 3 clusters Score -1725395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1725403.500000 Penalty: 3048.197754
	Iteration 43Q: 3 clusters Score -1725404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1725408.500000 Penalty: 3048.197754
	Iteration 44Q: 3 clusters Score -1725408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1725412.875000 Penalty: 3048.197754
	Iteration 45Q: 3 clusters Score -1725413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1725416.250000 Penalty: 3048.197754
	Iteration 46Q: 3 clusters Score -1725416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1725421.500000 Penalty: 3048.197754
	Iteration 47Q: 3 clusters Score -1725422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1725425.500000 Penalty: 3048.197754
	Iteration 48Q: 3 clusters Score -1725426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1725427.000000 Penalty: 3048.197754
	Iteration 49Q: 3 clusters Score -1725427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1725429.375000 Penalty: 3048.197754
	Iteration 50Q: 3 clusters Score -1725429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1725432.625000 Penalty: 3048.197754
	Iteration 51Q: 3 clusters Score -1725433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1725434.750000 Penalty: 3048.197754
	Iteration 52Q: 3 clusters Score -1725435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1725435.750000 Penalty: 3048.197754
	Iteration 53Q: 3 clusters Score -1725436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1725435.875000 Penalty: 3048.197754
	Iteration 54Q: 3 clusters Score -1725436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1725435.625000 Penalty: 3048.197754
	Iteration 55Q: 3 clusters Score -1725436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1725435.250000 Penalty: 3048.197754
	Iteration 56Q: 3 clusters Score -1725435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1725437.500000 Penalty: 3048.197754
	Iteration 57Q: 3 clusters Score -1725438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1725436.250000 Penalty: 3048.197754
	Iteration 58Q: 3 clusters Score -1725436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1725437.375000 Penalty: 3048.197754
	Iteration 59Q: 3 clusters Score -1725437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1725441.750000 Penalty: 3048.197754
	Iteration 60F: 3 clusters Score -1725442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1725441.625000 Penalty: 3048.197754
	Iteration 61Q: 3 clusters Score -1725442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1725443.000000 Penalty: 3048.197754
	Iteration 62Q: 3 clusters Score -1725443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1725442.000000 Penalty: 3048.197754
	Iteration 63Q: 3 clusters Score -1725442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1725443.625000 Penalty: 3048.197754
	Iteration 64Q: 3 clusters Score -1725444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1725441.125000 Penalty: 3048.197754
	Iteration 65Q: 3 clusters Score -1725441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1725441.125000 Penalty: 3048.197754
	Iteration 66F: 3 clusters Score -1725441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -69403.281250 Penalty: 1018.111450
	Iteration 0F: 2 clusters Score -69403.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -68368.367188 Penalty: 2036.222900
	Iteration 0F: 3 clusters Score -68368.37 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68657.953125 Penalty: 2036.222900
	Iteration 1F: 3 clusters Score -68657.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68757.062500 Penalty: 2036.222900
	Iteration 2F: 3 clusters Score -68757.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68848.218750 Penalty: 2036.222900
	Iteration 3F: 3 clusters Score -68848.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69006.062500 Penalty: 2036.222900
	Iteration 4Q: 3 clusters Score -69006.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69052.515625 Penalty: 2036.222900
	Iteration 5Q: 3 clusters Score -69052.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69104.187500 Penalty: 2036.222900
	Iteration 6Q: 3 clusters Score -69104.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69125.726562 Penalty: 2036.222900
	Iteration 7Q: 3 clusters Score -69125.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -69137.039062 Penalty: 2036.222900
	Iteration 8Q: 3 clusters Score -69137.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69155.242188 Penalty: 2036.222900
	Iteration 9Q: 3 clusters Score -69155.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -69160.312500 Penalty: 2036.222900
	Iteration 10Q: 3 clusters Score -69160.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -69161.171875 Penalty: 2036.222900
	Iteration 11Q: 3 clusters Score -69161.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -69161.171875 Penalty: 2036.222900
	Iteration 12F: 3 clusters Score -69161.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (14026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Entering Unmasked Estep 
Score: -2127039.750000 Penalty: 1551.658569
	Iteration 0F: 2 clusters Score -2127040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2117423.500000 Penalty: 3103.317139
	Iteration 0F: 3 clusters Score -2117424 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2120798.000000 Penalty: 3103.317139
	Iteration 1F: 3 clusters Score -2120798 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2121140.500000 Penalty: 3103.317139
	Iteration 2F: 3 clusters Score -2121140 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2121414.250000 Penalty: 3103.317139
	Iteration 3F: 3 clusters Score -2121414 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2121611.000000 Penalty: 3103.317139
	Iteration 4Q: 3 clusters Score -2121611 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2121777.000000 Penalty: 3103.317139
	Iteration 5Q: 3 clusters Score -2121777 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2121920.250000 Penalty: 3103.317139
	Iteration 6Q: 3 clusters Score -2121920 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2122038.250000 Penalty: 3103.317139
	Iteration 7Q: 3 clusters Score -2122038 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2122157.000000 Penalty: 3103.317139
	Iteration 8Q: 3 clusters Score -2122157 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2122258.750000 Penalty: 3103.317139
	Iteration 9Q: 3 clusters Score -2122259 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2122354.750000 Penalty: 3103.317139
	Iteration 10Q: 3 clusters Score -2122355 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2122459.500000 Penalty: 3103.317139
	Iteration 11Q: 3 clusters Score -2122460 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2122582.000000 Penalty: 3103.317139
	Iteration 12Q: 3 clusters Score -2122582 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2122721.500000 Penalty: 3103.317139
	Iteration 13Q: 3 clusters Score -2122722 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2122894.000000 Penalty: 3103.317139
	Iteration 14Q: 3 clusters Score -2122894 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2123078.750000 Penalty: 3103.317139
	Iteration 15Q: 3 clusters Score -2123079 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2123268.500000 Penalty: 3103.317139
	Iteration 16Q: 3 clusters Score -2123268 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2123506.250000 Penalty: 3103.317139
	Iteration 17Q: 3 clusters Score -2123506 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2123780.750000 Penalty: 3103.317139
	Iteration 18Q: 3 clusters Score -2123781 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2124076.750000 Penalty: 3103.317139
	Iteration 19Q: 3 clusters Score -2124077 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2124320.750000 Penalty: 3103.317139
	Iteration 20F: 3 clusters Score -2124321 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2124538.000000 Penalty: 3103.317139
	Iteration 21Q: 3 clusters Score -2124538 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2124758.000000 Penalty: 3103.317139
	Iteration 22Q: 3 clusters Score -2124758 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2124979.750000 Penalty: 3103.317139
	Iteration 23Q: 3 clusters Score -2124980 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2125202.750000 Penalty: 3103.317139
	Iteration 24Q: 3 clusters Score -2125203 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2125415.000000 Penalty: 3103.317139
	Iteration 25Q: 3 clusters Score -2125415 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2125581.250000 Penalty: 3103.317139
	Iteration 26Q: 3 clusters Score -2125581 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2125678.250000 Penalty: 3103.317139
	Iteration 27Q: 3 clusters Score -2125678 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2125743.000000 Penalty: 3103.317139
	Iteration 28Q: 3 clusters Score -2125743 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2125770.500000 Penalty: 3103.317139
	Iteration 29Q: 3 clusters Score -2125770 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2125779.000000 Penalty: 3103.317139
	Iteration 30Q: 3 clusters Score -2125779 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2125782.250000 Penalty: 3103.317139
	Iteration 31Q: 3 clusters Score -2125782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2125786.500000 Penalty: 3103.317139
	Iteration 32Q: 3 clusters Score -2125786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2125786.500000 Penalty: 3103.317139
	Iteration 33Q: 3 clusters Score -2125786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2125793.500000 Penalty: 3103.317139
	Iteration 34Q: 3 clusters Score -2125794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2125795.500000 Penalty: 3103.317139
	Iteration 35Q: 3 clusters Score -2125796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2125794.500000 Penalty: 3103.317139
	Iteration 36Q: 3 clusters Score -2125794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2125794.250000 Penalty: 3103.317139
	Iteration 37Q: 3 clusters Score -2125794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2125798.000000 Penalty: 3103.317139
	Iteration 38Q: 3 clusters Score -2125798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2125797.000000 Penalty: 3103.317139
	Iteration 39Q: 3 clusters Score -2125797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2125797.250000 Penalty: 3103.317139
	Iteration 40F: 3 clusters Score -2125797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2125798.500000 Penalty: 3103.317139
	Iteration 41Q: 3 clusters Score -2125798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2125797.000000 Penalty: 3103.317139
	Iteration 42Q: 3 clusters Score -2125797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2125801.250000 Penalty: 3103.317139
	Iteration 43Q: 3 clusters Score -2125801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2125798.750000 Penalty: 3103.317139
	Iteration 44Q: 3 clusters Score -2125799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2125799.750000 Penalty: 3103.317139
	Iteration 45Q: 3 clusters Score -2125800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2125800.750000 Penalty: 3103.317139
	Iteration 46Q: 3 clusters Score -2125801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2125800.750000 Penalty: 3103.317139
	Iteration 47F: 3 clusters Score -2125801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -212080.265625 Penalty: 1205.941284
	Iteration 0F: 2 clusters Score -212080.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -210228.015625 Penalty: 2411.882568
	Iteration 0F: 3 clusters Score -210228 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -210739.421875 Penalty: 2411.882568
	Iteration 1F: 3 clusters Score -210739.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -210974.843750 Penalty: 2411.882568
	Iteration 2F: 3 clusters Score -210974.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -211196.625000 Penalty: 2411.882568
	Iteration 3F: 3 clusters Score -211196.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -211382.953125 Penalty: 2411.882568
	Iteration 4F: 3 clusters Score -211383 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -211496.593750 Penalty: 2411.882568
	Iteration 5F: 3 clusters Score -211496.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -211577.843750 Penalty: 2411.882568
	Iteration 6Q: 3 clusters Score -211577.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -211634.359375 Penalty: 2411.882568
	Iteration 7Q: 3 clusters Score -211634.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -211676.078125 Penalty: 2411.882568
	Iteration 8Q: 3 clusters Score -211676.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -211687.359375 Penalty: 2411.882568
	Iteration 9Q: 3 clusters Score -211687.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -211693.187500 Penalty: 2411.882568
	Iteration 10Q: 3 clusters Score -211693.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -211696.078125 Penalty: 2411.882568
	Iteration 11Q: 3 clusters Score -211696.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -211698.812500 Penalty: 2411.882568
	Iteration 12Q: 3 clusters Score -211698.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -211702.890625 Penalty: 2411.882568
	Iteration 13Q: 3 clusters Score -211702.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -211705.750000 Penalty: 2411.882568
	Iteration 14Q: 3 clusters Score -211705.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -211709.453125 Penalty: 2411.882568
	Iteration 15Q: 3 clusters Score -211709.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -211711.859375 Penalty: 2411.882568
	Iteration 16Q: 3 clusters Score -211711.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -211712.203125 Penalty: 2411.882568
	Iteration 17Q: 3 clusters Score -211712.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -211714.906250 Penalty: 2411.882568
	Iteration 18Q: 3 clusters Score -211714.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -211717.796875 Penalty: 2411.882568
	Iteration 19Q: 3 clusters Score -211717.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -211721.078125 Penalty: 2411.882568
	Iteration 20F: 3 clusters Score -211721.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -211722.687500 Penalty: 2411.882568
	Iteration 21Q: 3 clusters Score -211722.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -211725.968750 Penalty: 2411.882568
	Iteration 22Q: 3 clusters Score -211726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -211728.468750 Penalty: 2411.882568
	Iteration 23Q: 3 clusters Score -211728.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -211731.093750 Penalty: 2411.882568
	Iteration 24Q: 3 clusters Score -211731.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -211735.906250 Penalty: 2411.882568
	Iteration 25Q: 3 clusters Score -211735.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -211741.765625 Penalty: 2411.882568
	Iteration 26Q: 3 clusters Score -211741.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -211745.906250 Penalty: 2411.882568
	Iteration 27Q: 3 clusters Score -211745.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -211754.062500 Penalty: 2411.882568
	Iteration 28Q: 3 clusters Score -211754.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -211761.015625 Penalty: 2411.882568
	Iteration 29Q: 3 clusters Score -211761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -211763.265625 Penalty: 2411.882568
	Iteration 30Q: 3 clusters Score -211763.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -211766.031250 Penalty: 2411.882568
	Iteration 31Q: 3 clusters Score -211766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -211768.937500 Penalty: 2411.882568
	Iteration 32Q: 3 clusters Score -211768.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -211771.546875 Penalty: 2411.882568
	Iteration 33Q: 3 clusters Score -211771.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -211773.875000 Penalty: 2411.882568
	Iteration 34Q: 3 clusters Score -211773.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -211776.359375 Penalty: 2411.882568
	Iteration 35Q: 3 clusters Score -211776.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -211781.000000 Penalty: 2411.882568
	Iteration 36Q: 3 clusters Score -211781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -211786.375000 Penalty: 2411.882568
	Iteration 37Q: 3 clusters Score -211786.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -211788.828125 Penalty: 2411.882568
	Iteration 38Q: 3 clusters Score -211788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -211792.828125 Penalty: 2411.882568
	Iteration 39Q: 3 clusters Score -211792.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -211797.109375 Penalty: 2411.882568
	Iteration 40F: 3 clusters Score -211797.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -211800.468750 Penalty: 2411.882568
	Iteration 41Q: 3 clusters Score -211800.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -211803.390625 Penalty: 2411.882568
	Iteration 42Q: 3 clusters Score -211803.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -211806.796875 Penalty: 2411.882568
	Iteration 43Q: 3 clusters Score -211806.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -211807.718750 Penalty: 2411.882568
	Iteration 44Q: 3 clusters Score -211807.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -211808.140625 Penalty: 2411.882568
	Iteration 45Q: 3 clusters Score -211808.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -211808.562500 Penalty: 2411.882568
	Iteration 46Q: 3 clusters Score -211808.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -211809.000000 Penalty: 2411.882568
	Iteration 47Q: 3 clusters Score -211809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -211811.109375 Penalty: 2411.882568
	Iteration 48Q: 3 clusters Score -211811.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -211813.984375 Penalty: 2411.882568
	Iteration 49Q: 3 clusters Score -211814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -211821.156250 Penalty: 2411.882568
	Iteration 50Q: 3 clusters Score -211821.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -211834.984375 Penalty: 2411.882568
	Iteration 51Q: 3 clusters Score -211835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -211848.343750 Penalty: 2411.882568
	Iteration 52Q: 3 clusters Score -211848.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -211865.109375 Penalty: 2411.882568
	Iteration 53Q: 3 clusters Score -211865.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -211882.906250 Penalty: 2411.882568
	Iteration 54Q: 3 clusters Score -211882.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -211898.250000 Penalty: 2411.882568
	Iteration 55Q: 3 clusters Score -211898.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -211912.031250 Penalty: 2411.882568
	Iteration 56Q: 3 clusters Score -211912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -211922.906250 Penalty: 2411.882568
	Iteration 57Q: 3 clusters Score -211922.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -211937.531250 Penalty: 2411.882568
	Iteration 58Q: 3 clusters Score -211937.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -211945.093750 Penalty: 2411.882568
	Iteration 59Q: 3 clusters Score -211945.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -211948.203125 Penalty: 2411.882568
	Iteration 60F: 3 clusters Score -211948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -211948.812500 Penalty: 2411.882568
	Iteration 61Q: 3 clusters Score -211948.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -211950.312500 Penalty: 2411.882568
	Iteration 62Q: 3 clusters Score -211950.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -211951.125000 Penalty: 2411.882568
	Iteration 63Q: 3 clusters Score -211951.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -211952.015625 Penalty: 2411.882568
	Iteration 64Q: 3 clusters Score -211952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -211952.328125 Penalty: 2411.882568
	Iteration 65Q: 3 clusters Score -211952.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -211952.328125 Penalty: 2411.882568
	Iteration 66F: 3 clusters Score -211952.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -99023.945312 Penalty: 1098.190308
	Iteration 0F: 2 clusters Score -99023.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97732.429688 Penalty: 2196.380615
	Iteration 0F: 3 clusters Score -97732.43 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -97968.304688 Penalty: 2196.380615
	Iteration 1F: 3 clusters Score -97968.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -98050.406250 Penalty: 2196.380615
	Iteration 2F: 3 clusters Score -98050.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -98113.796875 Penalty: 2196.380615
	Iteration 3Q: 3 clusters Score -98113.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -98161.500000 Penalty: 2196.380615
	Iteration 4Q: 3 clusters Score -98161.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -98201.234375 Penalty: 2196.380615
	Iteration 5Q: 3 clusters Score -98201.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -98253.820312 Penalty: 2196.380615
	Iteration 6Q: 3 clusters Score -98253.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -98286.179688 Penalty: 2196.380615
	Iteration 7Q: 3 clusters Score -98286.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98321.132812 Penalty: 2196.380615
	Iteration 8Q: 3 clusters Score -98321.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -98347.625000 Penalty: 2196.380615
	Iteration 9Q: 3 clusters Score -98347.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -98362.742188 Penalty: 2196.380615
	Iteration 10Q: 3 clusters Score -98362.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -98368.867188 Penalty: 2196.380615
	Iteration 11Q: 3 clusters Score -98368.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -98377.632812 Penalty: 2196.380615
	Iteration 12Q: 3 clusters Score -98377.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -98380.609375 Penalty: 2196.380615
	Iteration 13Q: 3 clusters Score -98380.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -98381.468750 Penalty: 2196.380615
	Iteration 14Q: 3 clusters Score -98381.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -98383.234375 Penalty: 2196.380615
	Iteration 15Q: 3 clusters Score -98383.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -98383.742188 Penalty: 2196.380615
	Iteration 16Q: 3 clusters Score -98383.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -98385.257812 Penalty: 2196.380615
	Iteration 17Q: 3 clusters Score -98385.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -98385.750000 Penalty: 2196.380615
	Iteration 18Q: 3 clusters Score -98385.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -98386.750000 Penalty: 2196.380615
	Iteration 19Q: 3 clusters Score -98386.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -98386.750000 Penalty: 2196.380615
	Iteration 20F: 3 clusters Score -98386.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (6693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Entering Unmasked Estep 
Score: -969738.750000 Penalty: 1431.432861
	Iteration 0F: 2 clusters Score -969738.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -964666.187500 Penalty: 2862.865723
	Iteration 0F: 3 clusters Score -964666.2 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -966192.625000 Penalty: 2862.865723
	Iteration 1F: 3 clusters Score -966192.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -966455.687500 Penalty: 2862.865723
	Iteration 2F: 3 clusters Score -966455.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -966652.625000 Penalty: 2862.865723
	Iteration 3F: 3 clusters Score -966652.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -966820.062500 Penalty: 2862.865723
	Iteration 4Q: 3 clusters Score -966820.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -966974.000000 Penalty: 2862.865723
	Iteration 5Q: 3 clusters Score -966974 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -967092.687500 Penalty: 2862.865723
	Iteration 6Q: 3 clusters Score -967092.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -967178.375000 Penalty: 2862.865723
	Iteration 7Q: 3 clusters Score -967178.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -967253.875000 Penalty: 2862.865723
	Iteration 8Q: 3 clusters Score -967253.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -967338.375000 Penalty: 2862.865723
	Iteration 9Q: 3 clusters Score -967338.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -967424.250000 Penalty: 2862.865723
	Iteration 10Q: 3 clusters Score -967424.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -967517.937500 Penalty: 2862.865723
	Iteration 11Q: 3 clusters Score -967517.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -967614.187500 Penalty: 2862.865723
	Iteration 12Q: 3 clusters Score -967614.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -967724.250000 Penalty: 2862.865723
	Iteration 13Q: 3 clusters Score -967724.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -967838.437500 Penalty: 2862.865723
	Iteration 14Q: 3 clusters Score -967838.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -967940.500000 Penalty: 2862.865723
	Iteration 15Q: 3 clusters Score -967940.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -968044.437500 Penalty: 2862.865723
	Iteration 16Q: 3 clusters Score -968044.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -968146.500000 Penalty: 2862.865723
	Iteration 17Q: 3 clusters Score -968146.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -968235.062500 Penalty: 2862.865723
	Iteration 18Q: 3 clusters Score -968235.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -968310.875000 Penalty: 2862.865723
	Iteration 19Q: 3 clusters Score -968310.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -968361.437500 Penalty: 2862.865723
	Iteration 20F: 3 clusters Score -968361.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -968400.625000 Penalty: 2862.865723
	Iteration 21Q: 3 clusters Score -968400.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -968429.937500 Penalty: 2862.865723
	Iteration 22Q: 3 clusters Score -968429.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -968451.562500 Penalty: 2862.865723
	Iteration 23Q: 3 clusters Score -968451.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -968477.500000 Penalty: 2862.865723
	Iteration 24Q: 3 clusters Score -968477.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -968504.500000 Penalty: 2862.865723
	Iteration 25Q: 3 clusters Score -968504.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -968527.875000 Penalty: 2862.865723
	Iteration 26Q: 3 clusters Score -968527.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -968535.750000 Penalty: 2862.865723
	Iteration 27Q: 3 clusters Score -968535.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -968543.625000 Penalty: 2862.865723
	Iteration 28Q: 3 clusters Score -968543.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -968553.125000 Penalty: 2862.865723
	Iteration 29Q: 3 clusters Score -968553.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -968563.937500 Penalty: 2862.865723
	Iteration 30Q: 3 clusters Score -968563.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -968572.562500 Penalty: 2862.865723
	Iteration 31Q: 3 clusters Score -968572.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -968575.250000 Penalty: 2862.865723
	Iteration 32Q: 3 clusters Score -968575.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -968577.687500 Penalty: 2862.865723
	Iteration 33Q: 3 clusters Score -968577.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -968578.625000 Penalty: 2862.865723
	Iteration 34Q: 3 clusters Score -968578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -968581.437500 Penalty: 2862.865723
	Iteration 35Q: 3 clusters Score -968581.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -968582.687500 Penalty: 2862.865723
	Iteration 36Q: 3 clusters Score -968582.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -968582.250000 Penalty: 2862.865723
	Iteration 37Q: 3 clusters Score -968582.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -968582.875000 Penalty: 2862.865723
	Iteration 38Q: 3 clusters Score -968582.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -968586.187500 Penalty: 2862.865723
	Iteration 39Q: 3 clusters Score -968586.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -968587.062500 Penalty: 2862.865723
	Iteration 40F: 3 clusters Score -968587.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -968588.875000 Penalty: 2862.865723
	Iteration 41Q: 3 clusters Score -968588.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -968588.875000 Penalty: 2862.865723
	Iteration 42F: 3 clusters Score -968588.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (19003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Entering Unmasked Estep 
Score: -2892817.250000 Penalty: 1601.007202
	Iteration 0F: 2 clusters Score -2892817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2880841.250000 Penalty: 3202.014404
	Iteration 0F: 3 clusters Score -2880841 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2885566.250000 Penalty: 3202.014404
	Iteration 1F: 3 clusters Score -2885566 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2885975.000000 Penalty: 3202.014404
	Iteration 2F: 3 clusters Score -2885975 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2886369.750000 Penalty: 3202.014404
	Iteration 3F: 3 clusters Score -2886370 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2886787.500000 Penalty: 3202.014404
	Iteration 4F: 3 clusters Score -2886788 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2887268.250000 Penalty: 3202.014404
	Iteration 5F: 3 clusters Score -2887268 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2887831.750000 Penalty: 3202.014404
	Iteration 6F: 3 clusters Score -2887832 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2888509.750000 Penalty: 3202.014404
	Iteration 7F: 3 clusters Score -2888510 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2889168.750000 Penalty: 3202.014404
	Iteration 8F: 3 clusters Score -2889169 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2889800.750000 Penalty: 3202.014404
	Iteration 9Q: 3 clusters Score -2889801 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2890376.000000 Penalty: 3202.014404
	Iteration 10Q: 3 clusters Score -2890376 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2890785.750000 Penalty: 3202.014404
	Iteration 11Q: 3 clusters Score -2890786 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2891045.000000 Penalty: 3202.014404
	Iteration 12Q: 3 clusters Score -2891045 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2891206.000000 Penalty: 3202.014404
	Iteration 13Q: 3 clusters Score -2891206 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2891349.750000 Penalty: 3202.014404
	Iteration 14Q: 3 clusters Score -2891350 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2891425.500000 Penalty: 3202.014404
	Iteration 15Q: 3 clusters Score -2891426 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2891483.000000 Penalty: 3202.014404
	Iteration 16Q: 3 clusters Score -2891483 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2891521.500000 Penalty: 3202.014404
	Iteration 17Q: 3 clusters Score -2891522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2891551.750000 Penalty: 3202.014404
	Iteration 18Q: 3 clusters Score -2891552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2891582.250000 Penalty: 3202.014404
	Iteration 19Q: 3 clusters Score -2891582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2891591.250000 Penalty: 3202.014404
	Iteration 20F: 3 clusters Score -2891591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2891609.500000 Penalty: 3202.014404
	Iteration 21Q: 3 clusters Score -2891610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2891632.000000 Penalty: 3202.014404
	Iteration 22Q: 3 clusters Score -2891632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2891646.500000 Penalty: 3202.014404
	Iteration 23Q: 3 clusters Score -2891646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2891651.500000 Penalty: 3202.014404
	Iteration 24Q: 3 clusters Score -2891652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2891666.500000 Penalty: 3202.014404
	Iteration 25Q: 3 clusters Score -2891666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2891688.500000 Penalty: 3202.014404
	Iteration 26Q: 3 clusters Score -2891688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2891700.250000 Penalty: 3202.014404
	Iteration 27Q: 3 clusters Score -2891700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2891699.250000 Penalty: 3202.014404
	Iteration 28Q: 3 clusters Score -2891699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2891703.250000 Penalty: 3202.014404
	Iteration 29Q: 3 clusters Score -2891703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2891712.000000 Penalty: 3202.014404
	Iteration 30Q: 3 clusters Score -2891712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2891709.500000 Penalty: 3202.014404
	Iteration 31Q: 3 clusters Score -2891710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2891723.250000 Penalty: 3202.014404
	Iteration 32Q: 3 clusters Score -2891723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2891720.750000 Penalty: 3202.014404
	Iteration 33Q: 3 clusters Score -2891721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2891722.750000 Penalty: 3202.014404
	Iteration 34Q: 3 clusters Score -2891723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2891721.250000 Penalty: 3202.014404
	Iteration 35Q: 3 clusters Score -2891721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2891727.000000 Penalty: 3202.014404
	Iteration 36Q: 3 clusters Score -2891727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2891728.500000 Penalty: 3202.014404
	Iteration 37Q: 3 clusters Score -2891728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2891732.000000 Penalty: 3202.014404
	Iteration 38Q: 3 clusters Score -2891732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2891731.250000 Penalty: 3202.014404
	Iteration 39Q: 3 clusters Score -2891731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2891732.500000 Penalty: 3202.014404
	Iteration 40F: 3 clusters Score -2891732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2891733.750000 Penalty: 3202.014404
	Iteration 41Q: 3 clusters Score -2891734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2891733.250000 Penalty: 3202.014404
	Iteration 42Q: 3 clusters Score -2891733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2891734.000000 Penalty: 3202.014404
	Iteration 43Q: 3 clusters Score -2891734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2891734.750000 Penalty: 3202.014404
	Iteration 44Q: 3 clusters Score -2891735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2891734.750000 Penalty: 3202.014404
	Iteration 45F: 3 clusters Score -2891735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (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: -230586.656250 Penalty: 1211.109619
	Iteration 0F: 2 clusters Score -230586.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -228699.187500 Penalty: 2422.219238
	Iteration 0F: 3 clusters Score -228699.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -229217.921875 Penalty: 2422.219238
	Iteration 1F: 3 clusters Score -229217.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -229425.453125 Penalty: 2422.219238
	Iteration 2F: 3 clusters Score -229425.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -229598.734375 Penalty: 2422.219238
	Iteration 3F: 3 clusters Score -229598.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -229767.343750 Penalty: 2422.219238
	Iteration 4F: 3 clusters Score -229767.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -229874.375000 Penalty: 2422.219238
	Iteration 5Q: 3 clusters Score -229874.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -229979.218750 Penalty: 2422.219238
	Iteration 6Q: 3 clusters Score -229979.2 nChanged 59
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: -230045.093750 Penalty: 2422.219238
	Iteration 7Q: 3 clusters Score -230045.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -230091.468750 Penalty: 2422.219238
	Iteration 8Q: 3 clusters Score -230091.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -230126.796875 Penalty: 2422.219238
	Iteration 9Q: 3 clusters Score -230126.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -230148.281250 Penalty: 2422.219238
	Iteration 10Q: 3 clusters Score -230148.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -230164.140625 Penalty: 2422.219238
	Iteration 11Q: 3 clusters Score -230164.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -230177.625000 Penalty: 2422.219238
	Iteration 12Q: 3 clusters Score -230177.6 nChanged 11
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: -230185.546875 Penalty: 2422.219238
	Iteration 13Q: 3 clusters Score -230185.5 nChanged 6
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: -230196.796875 Penalty: 2422.219238
	Iteration 14Q: 3 clusters Score -230196.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -230208.234375 Penalty: 2422.219238
	Iteration 15Q: 3 clusters Score -230208.2 nChanged 11
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: -230221.218750 Penalty: 2422.219238
	Iteration 16Q: 3 clusters Score -230221.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -230230.718750 Penalty: 2422.219238
	Iteration 17Q: 3 clusters Score -230230.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -230237.687500 Penalty: 2422.219238
	Iteration 18Q: 3 clusters Score -230237.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -230240.062500 Penalty: 2422.219238
	Iteration 19Q: 3 clusters Score -230240.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -230246.593750 Penalty: 2422.219238
	Iteration 20F: 3 clusters Score -230246.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -230257.234375 Penalty: 2422.219238
	Iteration 21Q: 3 clusters Score -230257.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -230258.921875 Penalty: 2422.219238
	Iteration 22Q: 3 clusters Score -230258.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -230261.609375 Penalty: 2422.219238
	Iteration 23Q: 3 clusters Score -230261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -230262.359375 Penalty: 2422.219238
	Iteration 24Q: 3 clusters Score -230262.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -230262.390625 Penalty: 2422.219238
	Iteration 25Q: 3 clusters Score -230262.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -230262.812500 Penalty: 2422.219238
	Iteration 26Q: 3 clusters Score -230262.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -230262.812500 Penalty: 2422.219238
	Iteration 27F: 3 clusters Score -230262.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (4450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Entering Unmasked Estep 
Score: -587634.937500 Penalty: 1365.107178
	Iteration 0F: 2 clusters Score -587634.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -583971.687500 Penalty: 2730.214355
	Iteration 0F: 3 clusters Score -583971.7 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -584891.375000 Penalty: 2730.214355
	Iteration 1F: 3 clusters Score -584891.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -585101.062500 Penalty: 2730.214355
	Iteration 2F: 3 clusters Score -585101.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -585268.500000 Penalty: 2730.214355
	Iteration 3F: 3 clusters Score -585268.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -585415.500000 Penalty: 2730.214355
	Iteration 4F: 3 clusters Score -585415.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -585529.625000 Penalty: 2730.214355
	Iteration 5Q: 3 clusters Score -585529.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -585639.250000 Penalty: 2730.214355
	Iteration 6Q: 3 clusters Score -585639.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -585746.875000 Penalty: 2730.214355
	Iteration 7Q: 3 clusters Score -585746.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -585870.750000 Penalty: 2730.214355
	Iteration 8Q: 3 clusters Score -585870.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -585988.875000 Penalty: 2730.214355
	Iteration 9Q: 3 clusters Score -585988.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -586093.000000 Penalty: 2730.214355
	Iteration 10Q: 3 clusters Score -586093 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -586183.625000 Penalty: 2730.214355
	Iteration 11Q: 3 clusters Score -586183.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -586244.625000 Penalty: 2730.214355
	Iteration 12Q: 3 clusters Score -586244.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -586298.250000 Penalty: 2730.214355
	Iteration 13Q: 3 clusters Score -586298.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -586339.812500 Penalty: 2730.214355
	Iteration 14Q: 3 clusters Score -586339.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -586379.937500 Penalty: 2730.214355
	Iteration 15Q: 3 clusters Score -586379.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -586412.625000 Penalty: 2730.214355
	Iteration 16Q: 3 clusters Score -586412.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -586440.687500 Penalty: 2730.214355
	Iteration 17Q: 3 clusters Score -586440.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -586474.437500 Penalty: 2730.214355
	Iteration 18Q: 3 clusters Score -586474.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -586511.875000 Penalty: 2730.214355
	Iteration 19Q: 3 clusters Score -586511.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -586560.375000 Penalty: 2730.214355
	Iteration 20F: 3 clusters Score -586560.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -586598.000000 Penalty: 2730.214355
	Iteration 21Q: 3 clusters Score -586598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -586620.562500 Penalty: 2730.214355
	Iteration 22Q: 3 clusters Score -586620.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -586639.750000 Penalty: 2730.214355
	Iteration 23Q: 3 clusters Score -586639.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -586655.375000 Penalty: 2730.214355
	Iteration 24Q: 3 clusters Score -586655.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -586671.000000 Penalty: 2730.214355
	Iteration 25Q: 3 clusters Score -586671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -586678.687500 Penalty: 2730.214355
	Iteration 26Q: 3 clusters Score -586678.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -586683.125000 Penalty: 2730.214355
	Iteration 27Q: 3 clusters Score -586683.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -586683.875000 Penalty: 2730.214355
	Iteration 28Q: 3 clusters Score -586683.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -586687.562500 Penalty: 2730.214355
	Iteration 29Q: 3 clusters Score -586687.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -586692.437500 Penalty: 2730.214355
	Iteration 30Q: 3 clusters Score -586692.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -586697.625000 Penalty: 2730.214355
	Iteration 31Q: 3 clusters Score -586697.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -586702.000000 Penalty: 2730.214355
	Iteration 32Q: 3 clusters Score -586702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -586705.437500 Penalty: 2730.214355
	Iteration 33Q: 3 clusters Score -586705.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -586711.687500 Penalty: 2730.214355
	Iteration 34Q: 3 clusters Score -586711.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -586717.125000 Penalty: 2730.214355
	Iteration 35Q: 3 clusters Score -586717.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -586720.312500 Penalty: 2730.214355
	Iteration 36Q: 3 clusters Score -586720.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -586723.375000 Penalty: 2730.214355
	Iteration 37Q: 3 clusters Score -586723.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -586727.625000 Penalty: 2730.214355
	Iteration 38Q: 3 clusters Score -586727.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -586729.750000 Penalty: 2730.214355
	Iteration 39Q: 3 clusters Score -586729.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -586731.250000 Penalty: 2730.214355
	Iteration 40F: 3 clusters Score -586731.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -586732.687500 Penalty: 2730.214355
	Iteration 41Q: 3 clusters Score -586732.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -586732.812500 Penalty: 2730.214355
	Iteration 42Q: 3 clusters Score -586732.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -586733.750000 Penalty: 2730.214355
	Iteration 43Q: 3 clusters Score -586733.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -586735.562500 Penalty: 2730.214355
	Iteration 44Q: 3 clusters Score -586735.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -586738.687500 Penalty: 2730.214355
	Iteration 45Q: 3 clusters Score -586738.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -586740.875000 Penalty: 2730.214355
	Iteration 46Q: 3 clusters Score -586740.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -586743.687500 Penalty: 2730.214355
	Iteration 47Q: 3 clusters Score -586743.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -586744.875000 Penalty: 2730.214355
	Iteration 48Q: 3 clusters Score -586744.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -586744.625000 Penalty: 2730.214355
	Iteration 49Q: 3 clusters Score -586744.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -586745.812500 Penalty: 2730.214355
	Iteration 50Q: 3 clusters Score -586745.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -586746.750000 Penalty: 2730.214355
	Iteration 51Q: 3 clusters Score -586746.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -586747.312500 Penalty: 2730.214355
	Iteration 52Q: 3 clusters Score -586747.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -586748.125000 Penalty: 2730.214355
	Iteration 53Q: 3 clusters Score -586748.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -586747.000000 Penalty: 2730.214355
	Iteration 54Q: 3 clusters Score -586747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -586749.125000 Penalty: 2730.214355
	Iteration 55Q: 3 clusters Score -586749.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -586750.187500 Penalty: 2730.214355
	Iteration 56Q: 3 clusters Score -586750.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -586752.937500 Penalty: 2730.214355
	Iteration 57Q: 3 clusters Score -586752.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -586753.437500 Penalty: 2730.214355
	Iteration 58Q: 3 clusters Score -586753.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -586754.000000 Penalty: 2730.214355
	Iteration 59Q: 3 clusters Score -586754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -586755.125000 Penalty: 2730.214355
	Iteration 60F: 3 clusters Score -586755.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -586755.062500 Penalty: 2730.214355
	Iteration 61Q: 3 clusters Score -586755.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -586756.375000 Penalty: 2730.214355
	Iteration 62Q: 3 clusters Score -586756.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -586758.187500 Penalty: 2730.214355
	Iteration 63Q: 3 clusters Score -586758.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -586759.437500 Penalty: 2730.214355
	Iteration 64Q: 3 clusters Score -586759.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -586759.375000 Penalty: 2730.214355
	Iteration 65Q: 3 clusters Score -586759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -586760.875000 Penalty: 2730.214355
	Iteration 66Q: 3 clusters Score -586760.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -586763.187500 Penalty: 2730.214355
	Iteration 67Q: 3 clusters Score -586763.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -586762.250000 Penalty: 2730.214355
	Iteration 68Q: 3 clusters Score -586762.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -586762.250000 Penalty: 2730.214355
	Iteration 69F: 3 clusters Score -586762.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (13638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Entering Unmasked Estep 
Score: -2063927.500000 Penalty: 1547.099976
	Iteration 0F: 2 clusters Score -2063928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2054537.750000 Penalty: 3094.199951
	Iteration 0F: 3 clusters Score -2054538 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2057725.875000 Penalty: 3094.199951
	Iteration 1F: 3 clusters Score -2057726 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2058047.375000 Penalty: 3094.199951
	Iteration 2F: 3 clusters Score -2058047 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2058324.875000 Penalty: 3094.199951
	Iteration 3F: 3 clusters Score -2058325 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2058594.875000 Penalty: 3094.199951
	Iteration 4Q: 3 clusters Score -2058595 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2058873.500000 Penalty: 3094.199951
	Iteration 5Q: 3 clusters Score -2058874 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2059208.625000 Penalty: 3094.199951
	Iteration 6Q: 3 clusters Score -2059209 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2059605.375000 Penalty: 3094.199951
	Iteration 7Q: 3 clusters Score -2059605 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2060056.125000 Penalty: 3094.199951
	Iteration 8F: 3 clusters Score -2060056 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2060560.875000 Penalty: 3094.199951
	Iteration 9F: 3 clusters Score -2060561 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2061039.750000 Penalty: 3094.199951
	Iteration 10Q: 3 clusters Score -2061040 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2061403.125000 Penalty: 3094.199951
	Iteration 11Q: 3 clusters Score -2061403 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2061676.625000 Penalty: 3094.199951
	Iteration 12Q: 3 clusters Score -2061677 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2061843.375000 Penalty: 3094.199951
	Iteration 13Q: 3 clusters Score -2061843 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2061954.750000 Penalty: 3094.199951
	Iteration 14Q: 3 clusters Score -2061955 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2062051.000000 Penalty: 3094.199951
	Iteration 15Q: 3 clusters Score -2062051 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2062132.500000 Penalty: 3094.199951
	Iteration 16Q: 3 clusters Score -2062132 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2062227.250000 Penalty: 3094.199951
	Iteration 17Q: 3 clusters Score -2062227 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2062306.625000 Penalty: 3094.199951
	Iteration 18Q: 3 clusters Score -2062307 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2062367.625000 Penalty: 3094.199951
	Iteration 19Q: 3 clusters Score -2062368 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2062420.000000 Penalty: 3094.199951
	Iteration 20F: 3 clusters Score -2062420 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2062464.875000 Penalty: 3094.199951
	Iteration 21Q: 3 clusters Score -2062465 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2062491.750000 Penalty: 3094.199951
	Iteration 22Q: 3 clusters Score -2062492 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2062525.375000 Penalty: 3094.199951
	Iteration 23Q: 3 clusters Score -2062525 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2062545.375000 Penalty: 3094.199951
	Iteration 24Q: 3 clusters Score -2062545 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2062568.625000 Penalty: 3094.199951
	Iteration 25Q: 3 clusters Score -2062569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2062589.375000 Penalty: 3094.199951
	Iteration 26Q: 3 clusters Score -2062589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2062603.000000 Penalty: 3094.199951
	Iteration 27Q: 3 clusters Score -2062603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2062619.125000 Penalty: 3094.199951
	Iteration 28Q: 3 clusters Score -2062619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2062629.750000 Penalty: 3094.199951
	Iteration 29Q: 3 clusters Score -2062630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2062633.125000 Penalty: 3094.199951
	Iteration 30Q: 3 clusters Score -2062633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2062640.875000 Penalty: 3094.199951
	Iteration 31Q: 3 clusters Score -2062641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2062643.250000 Penalty: 3094.199951
	Iteration 32Q: 3 clusters Score -2062643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2062647.875000 Penalty: 3094.199951
	Iteration 33Q: 3 clusters Score -2062648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2062648.375000 Penalty: 3094.199951
	Iteration 34Q: 3 clusters Score -2062648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2062645.250000 Penalty: 3094.199951
	Iteration 35Q: 3 clusters Score -2062645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2062645.750000 Penalty: 3094.199951
	Iteration 36Q: 3 clusters Score -2062646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2062649.000000 Penalty: 3094.199951
	Iteration 37Q: 3 clusters Score -2062649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2062650.375000 Penalty: 3094.199951
	Iteration 38Q: 3 clusters Score -2062650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2062650.625000 Penalty: 3094.199951
	Iteration 39Q: 3 clusters Score -2062651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2062653.625000 Penalty: 3094.199951
	Iteration 40F: 3 clusters Score -2062654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -191005.734375 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -191005.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -189237.781250 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -189237.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -189692.687500 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -189692.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -189795.625000 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -189795.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -189846.203125 Penalty: 2388.081787
	Iteration 3Q: 3 clusters Score -189846.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -189889.187500 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -189889.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -189916.000000 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -189916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -189946.562500 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -189946.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -189981.890625 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -189981.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -190007.359375 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -190007.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -190025.500000 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -190025.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -190044.078125 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -190044.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -190061.109375 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -190061.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -190072.406250 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -190072.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -190080.859375 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -190080.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -190082.437500 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -190082.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -190084.125000 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -190084.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -190085.015625 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -190085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -190085.015625 Penalty: 2388.081787
	Iteration 17F: 3 clusters Score -190085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Entering Unmasked Estep 
Score: -315696.812500 Penalty: 1256.224854
	Iteration 0F: 2 clusters Score -315696.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -313446.843750 Penalty: 2512.449707
	Iteration 0F: 3 clusters Score -313446.8 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -313998.375000 Penalty: 2512.449707
	Iteration 1F: 3 clusters Score -313998.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -314165.312500 Penalty: 2512.449707
	Iteration 2F: 3 clusters Score -314165.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -314303.156250 Penalty: 2512.449707
	Iteration 3F: 3 clusters Score -314303.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -314446.218750 Penalty: 2512.449707
	Iteration 4F: 3 clusters Score -314446.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -314566.750000 Penalty: 2512.449707
	Iteration 5F: 3 clusters Score -314566.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -314695.250000 Penalty: 2512.449707
	Iteration 6F: 3 clusters Score -314695.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -314820.562500 Penalty: 2512.449707
	Iteration 7F: 3 clusters Score -314820.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -314901.375000 Penalty: 2512.449707
	Iteration 8Q: 3 clusters Score -314901.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -314937.093750 Penalty: 2512.449707
	Iteration 9Q: 3 clusters Score -314937.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -314962.125000 Penalty: 2512.449707
	Iteration 10Q: 3 clusters Score -314962.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -314987.531250 Penalty: 2512.449707
	Iteration 11Q: 3 clusters Score -314987.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -315011.875000 Penalty: 2512.449707
	Iteration 12Q: 3 clusters Score -315011.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -315031.750000 Penalty: 2512.449707
	Iteration 13Q: 3 clusters Score -315031.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -315047.656250 Penalty: 2512.449707
	Iteration 14Q: 3 clusters Score -315047.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -315052.156250 Penalty: 2512.449707
	Iteration 15Q: 3 clusters Score -315052.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -315055.281250 Penalty: 2512.449707
	Iteration 16Q: 3 clusters Score -315055.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -315056.593750 Penalty: 2512.449707
	Iteration 17Q: 3 clusters Score -315056.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -315057.500000 Penalty: 2512.449707
	Iteration 18Q: 3 clusters Score -315057.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -315057.500000 Penalty: 2512.449707
	Iteration 19F: 3 clusters Score -315057.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -93972.898438 Penalty: 1087.665039
	Iteration 0F: 2 clusters Score -93972.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -92786.023438 Penalty: 2175.330078
	Iteration 0F: 3 clusters Score -92786.02 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -93315.312500 Penalty: 2175.330078
	Iteration 1F: 3 clusters Score -93315.31 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -93718.867188 Penalty: 2175.330078
	Iteration 2F: 3 clusters Score -93718.87 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -93930.406250 Penalty: 2175.330078
	Iteration 3F: 3 clusters Score -93930.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -94024.351562 Penalty: 2175.330078
	Iteration 4Q: 3 clusters Score -94024.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -94064.773438 Penalty: 2175.330078
	Iteration 5Q: 3 clusters Score -94064.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -94080.960938 Penalty: 2175.330078
	Iteration 6Q: 3 clusters Score -94080.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -94095.765625 Penalty: 2175.330078
	Iteration 7Q: 3 clusters Score -94095.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -94112.273438 Penalty: 2175.330078
	Iteration 8Q: 3 clusters Score -94112.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -94122.031250 Penalty: 2175.330078
	Iteration 9Q: 3 clusters Score -94122.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -94135.289062 Penalty: 2175.330078
	Iteration 10Q: 3 clusters Score -94135.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -94144.984375 Penalty: 2175.330078
	Iteration 11Q: 3 clusters Score -94144.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -94156.007812 Penalty: 2175.330078
	Iteration 12Q: 3 clusters Score -94156.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -94165.648438 Penalty: 2175.330078
	Iteration 13Q: 3 clusters Score -94165.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -94172.750000 Penalty: 2175.330078
	Iteration 14Q: 3 clusters Score -94172.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -94175.031250 Penalty: 2175.330078
	Iteration 15Q: 3 clusters Score -94175.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -94176.718750 Penalty: 2175.330078
	Iteration 16Q: 3 clusters Score -94176.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -94182.867188 Penalty: 2175.330078
	Iteration 17Q: 3 clusters Score -94182.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -94185.242188 Penalty: 2175.330078
	Iteration 18Q: 3 clusters Score -94185.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -94185.242188 Penalty: 2175.330078
	Iteration 19F: 3 clusters Score -94185.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7766 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24813 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5080 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12824 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6551 members 
Mstep: Class 37 contains 9492 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 14963 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20274 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2204 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13638 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 403 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15599 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22473 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Mstep: Class 86 contains 404 members 
Entering Unmasked Estep 
Score: -85934952.000000 Penalty: 185964.312500
Splitting cluster 68 changes total score from -85935760.000000 to -85934952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (8769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Entering Unmasked Estep 
Score: -1331474.750000 Penalty: 1475.333862
	Iteration 0F: 2 clusters Score -1331475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1325197.625000 Penalty: 2950.667725
	Iteration 0F: 3 clusters Score -1325198 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1327223.625000 Penalty: 2950.667725
	Iteration 1F: 3 clusters Score -1327224 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1327501.375000 Penalty: 2950.667725
	Iteration 2F: 3 clusters Score -1327501 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1327729.375000 Penalty: 2950.667725
	Iteration 3F: 3 clusters Score -1327729 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1327913.625000 Penalty: 2950.667725
	Iteration 4Q: 3 clusters Score -1327914 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1328066.875000 Penalty: 2950.667725
	Iteration 5Q: 3 clusters Score -1328067 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1328209.000000 Penalty: 2950.667725
	Iteration 6Q: 3 clusters Score -1328209 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1328348.250000 Penalty: 2950.667725
	Iteration 7Q: 3 clusters Score -1328348 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1328521.875000 Penalty: 2950.667725
	Iteration 8Q: 3 clusters Score -1328522 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1328727.750000 Penalty: 2950.667725
	Iteration 9Q: 3 clusters Score -1328728 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1328960.000000 Penalty: 2950.667725
	Iteration 10Q: 3 clusters Score -1328960 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1329183.625000 Penalty: 2950.667725
	Iteration 11Q: 3 clusters Score -1329184 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1329391.500000 Penalty: 2950.667725
	Iteration 12Q: 3 clusters Score -1329392 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1329595.750000 Penalty: 2950.667725
	Iteration 13Q: 3 clusters Score -1329596 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1329749.625000 Penalty: 2950.667725
	Iteration 14Q: 3 clusters Score -1329750 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1329861.875000 Penalty: 2950.667725
	Iteration 15Q: 3 clusters Score -1329862 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1329971.625000 Penalty: 2950.667725
	Iteration 16Q: 3 clusters Score -1329972 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1330053.625000 Penalty: 2950.667725
	Iteration 17Q: 3 clusters Score -1330054 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1330096.750000 Penalty: 2950.667725
	Iteration 18Q: 3 clusters Score -1330097 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1330139.000000 Penalty: 2950.667725
	Iteration 19Q: 3 clusters Score -1330139 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1330181.375000 Penalty: 2950.667725
	Iteration 20F: 3 clusters Score -1330181 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1330208.625000 Penalty: 2950.667725
	Iteration 21Q: 3 clusters Score -1330209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1330228.625000 Penalty: 2950.667725
	Iteration 22Q: 3 clusters Score -1330229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1330243.625000 Penalty: 2950.667725
	Iteration 23Q: 3 clusters Score -1330244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1330253.125000 Penalty: 2950.667725
	Iteration 24Q: 3 clusters Score -1330253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1330254.250000 Penalty: 2950.667725
	Iteration 25Q: 3 clusters Score -1330254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1330255.875000 Penalty: 2950.667725
	Iteration 26Q: 3 clusters Score -1330256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1330258.875000 Penalty: 2950.667725
	Iteration 27Q: 3 clusters Score -1330259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1330258.875000 Penalty: 2950.667725
	Iteration 28F: 3 clusters Score -1330259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -114659.968750 Penalty: 1082.551392
	Iteration 0F: 2 clusters Score -114660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -113348.476562 Penalty: 2165.102783
	Iteration 0F: 3 clusters Score -113348.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -113556.140625 Penalty: 2165.102783
	Iteration 1F: 3 clusters Score -113556.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -113624.945312 Penalty: 2165.102783
	Iteration 2F: 3 clusters Score -113624.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -113659.937500 Penalty: 2165.102783
	Iteration 3Q: 3 clusters Score -113659.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -113678.335938 Penalty: 2165.102783
	Iteration 4Q: 3 clusters Score -113678.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -113688.773438 Penalty: 2165.102783
	Iteration 5Q: 3 clusters Score -113688.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -113699.898438 Penalty: 2165.102783
	Iteration 6Q: 3 clusters Score -113699.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -113709.234375 Penalty: 2165.102783
	Iteration 7Q: 3 clusters Score -113709.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -113720.679688 Penalty: 2165.102783
	Iteration 8Q: 3 clusters Score -113720.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -113727.210938 Penalty: 2165.102783
	Iteration 9Q: 3 clusters Score -113727.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -113728.632812 Penalty: 2165.102783
	Iteration 10Q: 3 clusters Score -113728.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -113728.632812 Penalty: 2165.102783
	Iteration 11F: 3 clusters Score -113728.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -116703.867188 Penalty: 1114.003906
	Iteration 0F: 2 clusters Score -116703.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -115336.015625 Penalty: 2228.007812
	Iteration 0F: 3 clusters Score -115336 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -115662.453125 Penalty: 2228.007812
	Iteration 1F: 3 clusters Score -115662.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -115785.242188 Penalty: 2228.007812
	Iteration 2F: 3 clusters Score -115785.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -115861.031250 Penalty: 2228.007812
	Iteration 3Q: 3 clusters Score -115861 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -115930.023438 Penalty: 2228.007812
	Iteration 4Q: 3 clusters Score -115930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -116003.921875 Penalty: 2228.007812
	Iteration 5Q: 3 clusters Score -116003.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -116058.250000 Penalty: 2228.007812
	Iteration 6Q: 3 clusters Score -116058.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -116180.656250 Penalty: 2228.007812
	Iteration 7Q: 3 clusters Score -116180.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -116281.273438 Penalty: 2228.007812
	Iteration 8Q: 3 clusters Score -116281.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -116397.085938 Penalty: 2228.007812
	Iteration 9Q: 3 clusters Score -116397.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -116453.453125 Penalty: 2228.007812
	Iteration 10Q: 3 clusters Score -116453.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -116489.546875 Penalty: 2228.007812
	Iteration 11Q: 3 clusters Score -116489.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -116514.734375 Penalty: 2228.007812
	Iteration 12Q: 3 clusters Score -116514.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -116540.820312 Penalty: 2228.007812
	Iteration 13Q: 3 clusters Score -116540.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -116551.250000 Penalty: 2228.007812
	Iteration 14Q: 3 clusters Score -116551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -116560.843750 Penalty: 2228.007812
	Iteration 15Q: 3 clusters Score -116560.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -116575.664062 Penalty: 2228.007812
	Iteration 16Q: 3 clusters Score -116575.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -116580.812500 Penalty: 2228.007812
	Iteration 17Q: 3 clusters Score -116580.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -116582.273438 Penalty: 2228.007812
	Iteration 18Q: 3 clusters Score -116582.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -116583.953125 Penalty: 2228.007812
	Iteration 19Q: 3 clusters Score -116584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -116584.648438 Penalty: 2228.007812
	Iteration 20F: 3 clusters Score -116584.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (15599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Entering Unmasked Estep 
Score: -2375151.500000 Penalty: 1568.931396
	Iteration 0F: 2 clusters Score -2375152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2364668.750000 Penalty: 3137.862793
	Iteration 0F: 3 clusters Score -2364669 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2368522.000000 Penalty: 3137.862793
	Iteration 1F: 3 clusters Score -2368522 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2368945.500000 Penalty: 3137.862793
	Iteration 2F: 3 clusters Score -2368946 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2369379.750000 Penalty: 3137.862793
	Iteration 3F: 3 clusters Score -2369380 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2369807.750000 Penalty: 3137.862793
	Iteration 4F: 3 clusters Score -2369808 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2370211.250000 Penalty: 3137.862793
	Iteration 5F: 3 clusters Score -2370211 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2370587.500000 Penalty: 3137.862793
	Iteration 6F: 3 clusters Score -2370588 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2370999.250000 Penalty: 3137.862793
	Iteration 7Q: 3 clusters Score -2370999 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2371384.250000 Penalty: 3137.862793
	Iteration 8Q: 3 clusters Score -2371384 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2371729.750000 Penalty: 3137.862793
	Iteration 9Q: 3 clusters Score -2371730 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2372045.250000 Penalty: 3137.862793
	Iteration 10Q: 3 clusters Score -2372045 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2372286.500000 Penalty: 3137.862793
	Iteration 11Q: 3 clusters Score -2372286 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2372442.750000 Penalty: 3137.862793
	Iteration 12Q: 3 clusters Score -2372443 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2372542.750000 Penalty: 3137.862793
	Iteration 13Q: 3 clusters Score -2372543 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2372621.750000 Penalty: 3137.862793
	Iteration 14Q: 3 clusters Score -2372622 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2372684.250000 Penalty: 3137.862793
	Iteration 15Q: 3 clusters Score -2372684 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2372731.500000 Penalty: 3137.862793
	Iteration 16Q: 3 clusters Score -2372732 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2372771.500000 Penalty: 3137.862793
	Iteration 17Q: 3 clusters Score -2372772 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2372821.750000 Penalty: 3137.862793
	Iteration 18Q: 3 clusters Score -2372822 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2372856.250000 Penalty: 3137.862793
	Iteration 19Q: 3 clusters Score -2372856 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2372891.750000 Penalty: 3137.862793
	Iteration 20F: 3 clusters Score -2372892 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2372928.000000 Penalty: 3137.862793
	Iteration 21Q: 3 clusters Score -2372928 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2372969.500000 Penalty: 3137.862793
	Iteration 22Q: 3 clusters Score -2372970 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2373000.500000 Penalty: 3137.862793
	Iteration 23Q: 3 clusters Score -2373000 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2373037.250000 Penalty: 3137.862793
	Iteration 24Q: 3 clusters Score -2373037 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2373078.250000 Penalty: 3137.862793
	Iteration 25Q: 3 clusters Score -2373078 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2373111.250000 Penalty: 3137.862793
	Iteration 26Q: 3 clusters Score -2373111 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2373141.000000 Penalty: 3137.862793
	Iteration 27Q: 3 clusters Score -2373141 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2373181.500000 Penalty: 3137.862793
	Iteration 28Q: 3 clusters Score -2373182 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2373220.750000 Penalty: 3137.862793
	Iteration 29Q: 3 clusters Score -2373221 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2373265.500000 Penalty: 3137.862793
	Iteration 30Q: 3 clusters Score -2373266 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2373311.000000 Penalty: 3137.862793
	Iteration 31Q: 3 clusters Score -2373311 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2373349.250000 Penalty: 3137.862793
	Iteration 32Q: 3 clusters Score -2373349 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2373369.000000 Penalty: 3137.862793
	Iteration 33Q: 3 clusters Score -2373369 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2373402.500000 Penalty: 3137.862793
	Iteration 34Q: 3 clusters Score -2373402 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2373429.250000 Penalty: 3137.862793
	Iteration 35Q: 3 clusters Score -2373429 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2373463.000000 Penalty: 3137.862793
	Iteration 36Q: 3 clusters Score -2373463 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2373481.750000 Penalty: 3137.862793
	Iteration 37Q: 3 clusters Score -2373482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2373502.000000 Penalty: 3137.862793
	Iteration 38Q: 3 clusters Score -2373502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2373512.750000 Penalty: 3137.862793
	Iteration 39Q: 3 clusters Score -2373513 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2373533.250000 Penalty: 3137.862793
	Iteration 40F: 3 clusters Score -2373533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2373542.500000 Penalty: 3137.862793
	Iteration 41Q: 3 clusters Score -2373542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2373552.750000 Penalty: 3137.862793
	Iteration 42Q: 3 clusters Score -2373553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2373558.750000 Penalty: 3137.862793
	Iteration 43Q: 3 clusters Score -2373559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2373569.500000 Penalty: 3137.862793
	Iteration 44Q: 3 clusters Score -2373570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2373574.250000 Penalty: 3137.862793
	Iteration 45Q: 3 clusters Score -2373574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2373581.500000 Penalty: 3137.862793
	Iteration 46Q: 3 clusters Score -2373582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2373587.250000 Penalty: 3137.862793
	Iteration 47Q: 3 clusters Score -2373587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2373600.250000 Penalty: 3137.862793
	Iteration 48Q: 3 clusters Score -2373600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2373605.750000 Penalty: 3137.862793
	Iteration 49Q: 3 clusters Score -2373606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2373612.500000 Penalty: 3137.862793
	Iteration 50Q: 3 clusters Score -2373612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2373620.500000 Penalty: 3137.862793
	Iteration 51Q: 3 clusters Score -2373620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2373626.500000 Penalty: 3137.862793
	Iteration 52Q: 3 clusters Score -2373626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2373630.750000 Penalty: 3137.862793
	Iteration 53Q: 3 clusters Score -2373631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2373633.250000 Penalty: 3137.862793
	Iteration 54Q: 3 clusters Score -2373633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2373632.000000 Penalty: 3137.862793
	Iteration 55Q: 3 clusters Score -2373632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2373634.750000 Penalty: 3137.862793
	Iteration 56Q: 3 clusters Score -2373635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2373637.500000 Penalty: 3137.862793
	Iteration 57Q: 3 clusters Score -2373638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2373635.750000 Penalty: 3137.862793
	Iteration 58Q: 3 clusters Score -2373636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2373639.000000 Penalty: 3137.862793
	Iteration 59Q: 3 clusters Score -2373639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2373636.000000 Penalty: 3137.862793
	Iteration 60F: 3 clusters Score -2373636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2373634.500000 Penalty: 3137.862793
	Iteration 61Q: 3 clusters Score -2373634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2373638.250000 Penalty: 3137.862793
	Iteration 62Q: 3 clusters Score -2373638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2373639.750000 Penalty: 3137.862793
	Iteration 63Q: 3 clusters Score -2373640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2373638.500000 Penalty: 3137.862793
	Iteration 64Q: 3 clusters Score -2373638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2373639.250000 Penalty: 3137.862793
	Iteration 65Q: 3 clusters Score -2373639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2373639.250000 Penalty: 3137.862793
	Iteration 66F: 3 clusters Score -2373639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -455526.281250 Penalty: 1318.041992
	Iteration 0F: 2 clusters Score -455526.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -452605.687500 Penalty: 2636.083984
	Iteration 0F: 3 clusters Score -452605.7 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -453321.937500 Penalty: 2636.083984
	Iteration 1F: 3 clusters Score -453321.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -453503.093750 Penalty: 2636.083984
	Iteration 2F: 3 clusters Score -453503.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -453621.468750 Penalty: 2636.083984
	Iteration 3F: 3 clusters Score -453621.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -453704.250000 Penalty: 2636.083984
	Iteration 4Q: 3 clusters Score -453704.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -453790.625000 Penalty: 2636.083984
	Iteration 5Q: 3 clusters Score -453790.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -453871.375000 Penalty: 2636.083984
	Iteration 6Q: 3 clusters Score -453871.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -453928.218750 Penalty: 2636.083984
	Iteration 7Q: 3 clusters Score -453928.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -453971.375000 Penalty: 2636.083984
	Iteration 8Q: 3 clusters Score -453971.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -454004.437500 Penalty: 2636.083984
	Iteration 9Q: 3 clusters Score -454004.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -454033.062500 Penalty: 2636.083984
	Iteration 10Q: 3 clusters Score -454033.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -454056.593750 Penalty: 2636.083984
	Iteration 11Q: 3 clusters Score -454056.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -454079.000000 Penalty: 2636.083984
	Iteration 12Q: 3 clusters Score -454079 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -454102.906250 Penalty: 2636.083984
	Iteration 13Q: 3 clusters Score -454102.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -454123.812500 Penalty: 2636.083984
	Iteration 14Q: 3 clusters Score -454123.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -454145.281250 Penalty: 2636.083984
	Iteration 15Q: 3 clusters Score -454145.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -454160.093750 Penalty: 2636.083984
	Iteration 16Q: 3 clusters Score -454160.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -454175.062500 Penalty: 2636.083984
	Iteration 17Q: 3 clusters Score -454175.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -454190.656250 Penalty: 2636.083984
	Iteration 18Q: 3 clusters Score -454190.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -454208.812500 Penalty: 2636.083984
	Iteration 19Q: 3 clusters Score -454208.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -454231.250000 Penalty: 2636.083984
	Iteration 20F: 3 clusters Score -454231.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -454255.000000 Penalty: 2636.083984
	Iteration 21Q: 3 clusters Score -454255 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -454286.593750 Penalty: 2636.083984
	Iteration 22Q: 3 clusters Score -454286.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -454312.937500 Penalty: 2636.083984
	Iteration 23Q: 3 clusters Score -454312.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -454341.062500 Penalty: 2636.083984
	Iteration 24Q: 3 clusters Score -454341.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -454363.531250 Penalty: 2636.083984
	Iteration 25Q: 3 clusters Score -454363.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -454388.343750 Penalty: 2636.083984
	Iteration 26Q: 3 clusters Score -454388.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -454412.031250 Penalty: 2636.083984
	Iteration 27Q: 3 clusters Score -454412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -454436.437500 Penalty: 2636.083984
	Iteration 28Q: 3 clusters Score -454436.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -454461.656250 Penalty: 2636.083984
	Iteration 29Q: 3 clusters Score -454461.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -454485.000000 Penalty: 2636.083984
	Iteration 30Q: 3 clusters Score -454485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -454501.250000 Penalty: 2636.083984
	Iteration 31Q: 3 clusters Score -454501.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -454515.656250 Penalty: 2636.083984
	Iteration 32Q: 3 clusters Score -454515.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -454529.718750 Penalty: 2636.083984
	Iteration 33Q: 3 clusters Score -454529.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -454542.718750 Penalty: 2636.083984
	Iteration 34Q: 3 clusters Score -454542.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -454560.031250 Penalty: 2636.083984
	Iteration 35Q: 3 clusters Score -454560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -454576.781250 Penalty: 2636.083984
	Iteration 36Q: 3 clusters Score -454576.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -454593.218750 Penalty: 2636.083984
	Iteration 37Q: 3 clusters Score -454593.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -454609.562500 Penalty: 2636.083984
	Iteration 38Q: 3 clusters Score -454609.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -454627.125000 Penalty: 2636.083984
	Iteration 39Q: 3 clusters Score -454627.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -454649.093750 Penalty: 2636.083984
	Iteration 40F: 3 clusters Score -454649.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -454671.843750 Penalty: 2636.083984
	Iteration 41Q: 3 clusters Score -454671.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -454688.562500 Penalty: 2636.083984
	Iteration 42Q: 3 clusters Score -454688.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -454711.187500 Penalty: 2636.083984
	Iteration 43Q: 3 clusters Score -454711.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -454726.500000 Penalty: 2636.083984
	Iteration 44Q: 3 clusters Score -454726.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -454742.468750 Penalty: 2636.083984
	Iteration 45Q: 3 clusters Score -454742.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -454759.500000 Penalty: 2636.083984
	Iteration 46Q: 3 clusters Score -454759.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -454771.781250 Penalty: 2636.083984
	Iteration 47Q: 3 clusters Score -454771.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -454778.625000 Penalty: 2636.083984
	Iteration 48Q: 3 clusters Score -454778.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -454785.750000 Penalty: 2636.083984
	Iteration 49Q: 3 clusters Score -454785.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -454790.250000 Penalty: 2636.083984
	Iteration 50Q: 3 clusters Score -454790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -454790.750000 Penalty: 2636.083984
	Iteration 51Q: 3 clusters Score -454790.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -454790.750000 Penalty: 2636.083984
	Iteration 52F: 3 clusters Score -454790.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (19726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Entering Unmasked Estep 
Score: -2780442.500000 Penalty: 1607.075195
	Iteration 0F: 2 clusters Score -2780442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2767213.500000 Penalty: 3214.150391
	Iteration 0F: 3 clusters Score -2767214 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2772232.000000 Penalty: 3214.150391
	Iteration 1F: 3 clusters Score -2772232 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2772720.000000 Penalty: 3214.150391
	Iteration 2F: 3 clusters Score -2772720 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2773185.250000 Penalty: 3214.150391
	Iteration 3F: 3 clusters Score -2773185 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2773665.750000 Penalty: 3214.150391
	Iteration 4F: 3 clusters Score -2773666 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2774229.750000 Penalty: 3214.150391
	Iteration 5F: 3 clusters Score -2774230 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2774954.250000 Penalty: 3214.150391
	Iteration 6F: 3 clusters Score -2774954 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2775870.000000 Penalty: 3214.150391
	Iteration 7F: 3 clusters Score -2775870 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2776907.000000 Penalty: 3214.150391
	Iteration 8F: 3 clusters Score -2776907 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2777891.250000 Penalty: 3214.150391
	Iteration 9F: 3 clusters Score -2777891 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2778764.500000 Penalty: 3214.150391
	Iteration 10F: 3 clusters Score -2778764 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2779365.500000 Penalty: 3214.150391
	Iteration 11Q: 3 clusters Score -2779366 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2779726.500000 Penalty: 3214.150391
	Iteration 12Q: 3 clusters Score -2779726 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2779913.000000 Penalty: 3214.150391
	Iteration 13Q: 3 clusters Score -2779913 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2780033.750000 Penalty: 3214.150391
	Iteration 14Q: 3 clusters Score -2780034 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2780106.750000 Penalty: 3214.150391
	Iteration 15Q: 3 clusters Score -2780107 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2780156.000000 Penalty: 3214.150391
	Iteration 16Q: 3 clusters Score -2780156 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2780181.250000 Penalty: 3214.150391
	Iteration 17Q: 3 clusters Score -2780181 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2780212.250000 Penalty: 3214.150391
	Iteration 18Q: 3 clusters Score -2780212 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2780233.000000 Penalty: 3214.150391
	Iteration 19Q: 3 clusters Score -2780233 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2780267.750000 Penalty: 3214.150391
	Iteration 20F: 3 clusters Score -2780268 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2780294.250000 Penalty: 3214.150391
	Iteration 21Q: 3 clusters Score -2780294 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2780315.500000 Penalty: 3214.150391
	Iteration 22Q: 3 clusters Score -2780316 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2780337.000000 Penalty: 3214.150391
	Iteration 23Q: 3 clusters Score -2780337 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2780354.500000 Penalty: 3214.150391
	Iteration 24Q: 3 clusters Score -2780354 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2780368.500000 Penalty: 3214.150391
	Iteration 25Q: 3 clusters Score -2780368 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2780377.500000 Penalty: 3214.150391
	Iteration 26Q: 3 clusters Score -2780378 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2780398.500000 Penalty: 3214.150391
	Iteration 27Q: 3 clusters Score -2780398 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2780421.250000 Penalty: 3214.150391
	Iteration 28Q: 3 clusters Score -2780421 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2780435.250000 Penalty: 3214.150391
	Iteration 29Q: 3 clusters Score -2780435 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2780455.750000 Penalty: 3214.150391
	Iteration 30Q: 3 clusters Score -2780456 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2780470.000000 Penalty: 3214.150391
	Iteration 31Q: 3 clusters Score -2780470 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2780493.000000 Penalty: 3214.150391
	Iteration 32Q: 3 clusters Score -2780493 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2780500.500000 Penalty: 3214.150391
	Iteration 33Q: 3 clusters Score -2780500 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2780513.000000 Penalty: 3214.150391
	Iteration 34Q: 3 clusters Score -2780513 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2780516.500000 Penalty: 3214.150391
	Iteration 35Q: 3 clusters Score -2780516 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2780540.500000 Penalty: 3214.150391
	Iteration 36Q: 3 clusters Score -2780540 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2780545.750000 Penalty: 3214.150391
	Iteration 37Q: 3 clusters Score -2780546 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2780553.000000 Penalty: 3214.150391
	Iteration 38Q: 3 clusters Score -2780553 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2780570.500000 Penalty: 3214.150391
	Iteration 39Q: 3 clusters Score -2780570 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2780578.000000 Penalty: 3214.150391
	Iteration 40F: 3 clusters Score -2780578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2780584.750000 Penalty: 3214.150391
	Iteration 41Q: 3 clusters Score -2780585 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2780591.000000 Penalty: 3214.150391
	Iteration 42Q: 3 clusters Score -2780591 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2780613.250000 Penalty: 3214.150391
	Iteration 43Q: 3 clusters Score -2780613 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2780614.000000 Penalty: 3214.150391
	Iteration 44Q: 3 clusters Score -2780614 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2780619.750000 Penalty: 3214.150391
	Iteration 45Q: 3 clusters Score -2780620 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2780623.000000 Penalty: 3214.150391
	Iteration 46Q: 3 clusters Score -2780623 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2780625.750000 Penalty: 3214.150391
	Iteration 47Q: 3 clusters Score -2780626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2780622.000000 Penalty: 3214.150391
	Iteration 48Q: 3 clusters Score -2780622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2780624.000000 Penalty: 3214.150391
	Iteration 49Q: 3 clusters Score -2780624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2780635.000000 Penalty: 3214.150391
	Iteration 50Q: 3 clusters Score -2780635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2780630.250000 Penalty: 3214.150391
	Iteration 51Q: 3 clusters Score -2780630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2780631.000000 Penalty: 3214.150391
	Iteration 52Q: 3 clusters Score -2780631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2780633.250000 Penalty: 3214.150391
	Iteration 53Q: 3 clusters Score -2780633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2780637.250000 Penalty: 3214.150391
	Iteration 54Q: 3 clusters Score -2780637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2780635.000000 Penalty: 3214.150391
	Iteration 55Q: 3 clusters Score -2780635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2780631.500000 Penalty: 3214.150391
	Iteration 56Q: 3 clusters Score -2780632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2780643.750000 Penalty: 3214.150391
	Iteration 57Q: 3 clusters Score -2780644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2780635.250000 Penalty: 3214.150391
	Iteration 58Q: 3 clusters Score -2780635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2780635.500000 Penalty: 3214.150391
	Iteration 59Q: 3 clusters Score -2780636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2780638.750000 Penalty: 3214.150391
	Iteration 60F: 3 clusters Score -2780639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2780636.250000 Penalty: 3214.150391
	Iteration 61Q: 3 clusters Score -2780636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2780639.250000 Penalty: 3214.150391
	Iteration 62Q: 3 clusters Score -2780639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2780644.000000 Penalty: 3214.150391
	Iteration 63Q: 3 clusters Score -2780644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2780639.500000 Penalty: 3214.150391
	Iteration 64Q: 3 clusters Score -2780640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2780636.000000 Penalty: 3214.150391
	Iteration 65Q: 3 clusters Score -2780636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2780637.000000 Penalty: 3214.150391
	Iteration 66Q: 3 clusters Score -2780637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2780634.000000 Penalty: 3214.150391
	Iteration 67Q: 3 clusters Score -2780634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2780639.250000 Penalty: 3214.150391
	Iteration 68Q: 3 clusters Score -2780639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2780641.750000 Penalty: 3214.150391
	Iteration 69Q: 3 clusters Score -2780642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2780644.000000 Penalty: 3214.150391
	Iteration 70Q: 3 clusters Score -2780644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2780650.000000 Penalty: 3214.150391
	Iteration 71Q: 3 clusters Score -2780650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2780647.000000 Penalty: 3214.150391
	Iteration 72Q: 3 clusters Score -2780647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2780646.500000 Penalty: 3214.150391
	Iteration 73Q: 3 clusters Score -2780646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2780649.500000 Penalty: 3214.150391
	Iteration 74Q: 3 clusters Score -2780650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2780645.000000 Penalty: 3214.150391
	Iteration 75Q: 3 clusters Score -2780645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2780645.000000 Penalty: 3214.150391
	Iteration 76Q: 3 clusters Score -2780645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2780647.750000 Penalty: 3214.150391
	Iteration 77Q: 3 clusters Score -2780648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2780641.750000 Penalty: 3214.150391
	Iteration 78Q: 3 clusters Score -2780642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2780639.500000 Penalty: 3214.150391
	Iteration 79Q: 3 clusters Score -2780640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2780639.500000 Penalty: 3214.150391
	Iteration 80F: 3 clusters Score -2780640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2780639.250000 Penalty: 3214.150391
	Iteration 81Q: 3 clusters Score -2780639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2780640.250000 Penalty: 3214.150391
	Iteration 82Q: 3 clusters Score -2780640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2780640.250000 Penalty: 3214.150391
	Iteration 83F: 3 clusters Score -2780640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7766 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24813 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5080 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12824 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6551 members 
Mstep: Class 37 contains 9492 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 14963 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20274 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2204 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13638 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15599 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 6554 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22473 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Mstep: Class 86 contains 13172 members 
Entering Unmasked Estep 
Score: -85935272.000000 Penalty: 185964.312500
Splitting cluster 74 changes total score from -85935760.000000 to -85935272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -148892.015625 Penalty: 1148.162109
	Iteration 0F: 2 clusters Score -148892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -147366.687500 Penalty: 2296.324219
	Iteration 0F: 3 clusters Score -147366.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -147667.421875 Penalty: 2296.324219
	Iteration 1F: 3 clusters Score -147667.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -147783.343750 Penalty: 2296.324219
	Iteration 2F: 3 clusters Score -147783.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -147851.953125 Penalty: 2296.324219
	Iteration 3F: 3 clusters Score -147852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -147893.125000 Penalty: 2296.324219
	Iteration 4Q: 3 clusters Score -147893.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -147937.703125 Penalty: 2296.324219
	Iteration 5Q: 3 clusters Score -147937.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -147976.500000 Penalty: 2296.324219
	Iteration 6Q: 3 clusters Score -147976.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -147999.484375 Penalty: 2296.324219
	Iteration 7Q: 3 clusters Score -147999.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -148020.328125 Penalty: 2296.324219
	Iteration 8Q: 3 clusters Score -148020.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -148046.968750 Penalty: 2296.324219
	Iteration 9Q: 3 clusters Score -148047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -148064.906250 Penalty: 2296.324219
	Iteration 10Q: 3 clusters Score -148064.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -148092.343750 Penalty: 2296.324219
	Iteration 11Q: 3 clusters Score -148092.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -148122.890625 Penalty: 2296.324219
	Iteration 12Q: 3 clusters Score -148122.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -148162.890625 Penalty: 2296.324219
	Iteration 13Q: 3 clusters Score -148162.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -148204.921875 Penalty: 2296.324219
	Iteration 14Q: 3 clusters Score -148204.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -148243.187500 Penalty: 2296.324219
	Iteration 15Q: 3 clusters Score -148243.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -148282.984375 Penalty: 2296.324219
	Iteration 16Q: 3 clusters Score -148283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -148315.734375 Penalty: 2296.324219
	Iteration 17Q: 3 clusters Score -148315.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -148351.953125 Penalty: 2296.324219
	Iteration 18Q: 3 clusters Score -148352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -148388.546875 Penalty: 2296.324219
	Iteration 19Q: 3 clusters Score -148388.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -148416.734375 Penalty: 2296.324219
	Iteration 20F: 3 clusters Score -148416.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -148458.828125 Penalty: 2296.324219
	Iteration 21Q: 3 clusters Score -148458.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -148488.421875 Penalty: 2296.324219
	Iteration 22Q: 3 clusters Score -148488.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -148508.109375 Penalty: 2296.324219
	Iteration 23Q: 3 clusters Score -148508.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -148534.531250 Penalty: 2296.324219
	Iteration 24Q: 3 clusters Score -148534.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -148586.609375 Penalty: 2296.324219
	Iteration 25Q: 3 clusters Score -148586.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -148624.421875 Penalty: 2296.324219
	Iteration 26Q: 3 clusters Score -148624.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -148655.265625 Penalty: 2296.324219
	Iteration 27Q: 3 clusters Score -148655.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -148689.828125 Penalty: 2296.324219
	Iteration 28Q: 3 clusters Score -148689.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -148722.890625 Penalty: 2296.324219
	Iteration 29Q: 3 clusters Score -148722.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -148750.421875 Penalty: 2296.324219
	Iteration 30Q: 3 clusters Score -148750.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -148774.812500 Penalty: 2296.324219
	Iteration 31Q: 3 clusters Score -148774.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -148805.359375 Penalty: 2296.324219
	Iteration 32Q: 3 clusters Score -148805.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -148841.234375 Penalty: 2296.324219
	Iteration 33Q: 3 clusters Score -148841.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -148877.765625 Penalty: 2296.324219
	Iteration 34Q: 3 clusters Score -148877.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -148894.828125 Penalty: 2296.324219
	Iteration 35Q: 3 clusters Score -148894.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -148906.781250 Penalty: 2296.324219
	Iteration 36Q: 3 clusters Score -148906.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -148916.796875 Penalty: 2296.324219
	Iteration 37Q: 3 clusters Score -148916.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -148925.312500 Penalty: 2296.324219
	Iteration 38Q: 3 clusters Score -148925.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -148928.390625 Penalty: 2296.324219
	Iteration 39Q: 3 clusters Score -148928.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -148931.609375 Penalty: 2296.324219
	Iteration 40F: 3 clusters Score -148931.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -148935.984375 Penalty: 2296.324219
	Iteration 41Q: 3 clusters Score -148936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -148940.562500 Penalty: 2296.324219
	Iteration 42Q: 3 clusters Score -148940.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -148942.156250 Penalty: 2296.324219
	Iteration 43Q: 3 clusters Score -148942.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -148942.156250 Penalty: 2296.324219
	Iteration 44F: 3 clusters Score -148942.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7766 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24813 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5080 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12824 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6551 members 
Mstep: Class 37 contains 9492 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 14963 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20274 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2204 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13638 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15599 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 459 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22473 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Mstep: Class 86 contains 712 members 
Entering Unmasked Estep 
Score: -85934792.000000 Penalty: 185964.312500
Splitting cluster 75 changes total score from -85935760.000000 to -85934792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (16373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Entering Unmasked Estep 
Score: -2512615.250000 Penalty: 1576.800781
	Iteration 0F: 2 clusters Score -2512615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2501915.750000 Penalty: 3153.601562
	Iteration 0F: 3 clusters Score -2501916 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2505856.500000 Penalty: 3153.601562
	Iteration 1F: 3 clusters Score -2505856 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2506237.000000 Penalty: 3153.601562
	Iteration 2F: 3 clusters Score -2506237 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2506604.250000 Penalty: 3153.601562
	Iteration 3Q: 3 clusters Score -2506604 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2506952.500000 Penalty: 3153.601562
	Iteration 4Q: 3 clusters Score -2506952 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2507231.500000 Penalty: 3153.601562
	Iteration 5Q: 3 clusters Score -2507232 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2507589.000000 Penalty: 3153.601562
	Iteration 6Q: 3 clusters Score -2507589 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2508065.000000 Penalty: 3153.601562
	Iteration 7Q: 3 clusters Score -2508065 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2508583.250000 Penalty: 3153.601562
	Iteration 8F: 3 clusters Score -2508583 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2509069.000000 Penalty: 3153.601562
	Iteration 9Q: 3 clusters Score -2509069 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2509487.000000 Penalty: 3153.601562
	Iteration 10Q: 3 clusters Score -2509487 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2509900.250000 Penalty: 3153.601562
	Iteration 11Q: 3 clusters Score -2509900 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2510275.000000 Penalty: 3153.601562
	Iteration 12Q: 3 clusters Score -2510275 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2510585.750000 Penalty: 3153.601562
	Iteration 13Q: 3 clusters Score -2510586 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2510780.250000 Penalty: 3153.601562
	Iteration 14Q: 3 clusters Score -2510780 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2510879.500000 Penalty: 3153.601562
	Iteration 15Q: 3 clusters Score -2510880 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2510953.000000 Penalty: 3153.601562
	Iteration 16Q: 3 clusters Score -2510953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2510997.500000 Penalty: 3153.601562
	Iteration 17Q: 3 clusters Score -2510998 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2511025.250000 Penalty: 3153.601562
	Iteration 18Q: 3 clusters Score -2511025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2511058.000000 Penalty: 3153.601562
	Iteration 19Q: 3 clusters Score -2511058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2511083.750000 Penalty: 3153.601562
	Iteration 20F: 3 clusters Score -2511084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2511108.500000 Penalty: 3153.601562
	Iteration 21Q: 3 clusters Score -2511108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2511125.500000 Penalty: 3153.601562
	Iteration 22Q: 3 clusters Score -2511126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2511137.750000 Penalty: 3153.601562
	Iteration 23Q: 3 clusters Score -2511138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2511158.000000 Penalty: 3153.601562
	Iteration 24Q: 3 clusters Score -2511158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2511172.500000 Penalty: 3153.601562
	Iteration 25Q: 3 clusters Score -2511172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2511183.750000 Penalty: 3153.601562
	Iteration 26Q: 3 clusters Score -2511184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2511187.000000 Penalty: 3153.601562
	Iteration 27Q: 3 clusters Score -2511187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2511189.500000 Penalty: 3153.601562
	Iteration 28Q: 3 clusters Score -2511190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2511191.000000 Penalty: 3153.601562
	Iteration 29Q: 3 clusters Score -2511191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2511190.250000 Penalty: 3153.601562
	Iteration 30Q: 3 clusters Score -2511190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2511192.000000 Penalty: 3153.601562
	Iteration 31Q: 3 clusters Score -2511192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2511191.500000 Penalty: 3153.601562
	Iteration 32Q: 3 clusters Score -2511192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2511192.500000 Penalty: 3153.601562
	Iteration 33Q: 3 clusters Score -2511192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2511192.500000 Penalty: 3153.601562
	Iteration 34F: 3 clusters Score -2511192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (12015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Entering Unmasked Estep 
Score: -1846468.375000 Penalty: 1526.510620
	Iteration 0F: 2 clusters Score -1846468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1838031.125000 Penalty: 3053.021240
	Iteration 0F: 3 clusters Score -1838031 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1840791.250000 Penalty: 3053.021240
	Iteration 1F: 3 clusters Score -1840791 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1841015.000000 Penalty: 3053.021240
	Iteration 2F: 3 clusters Score -1841015 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1841194.625000 Penalty: 3053.021240
	Iteration 3Q: 3 clusters Score -1841195 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1841339.625000 Penalty: 3053.021240
	Iteration 4Q: 3 clusters Score -1841340 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1841477.250000 Penalty: 3053.021240
	Iteration 5Q: 3 clusters Score -1841477 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1841610.875000 Penalty: 3053.021240
	Iteration 6Q: 3 clusters Score -1841611 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1841760.000000 Penalty: 3053.021240
	Iteration 7Q: 3 clusters Score -1841760 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1841895.125000 Penalty: 3053.021240
	Iteration 8Q: 3 clusters Score -1841895 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1842070.500000 Penalty: 3053.021240
	Iteration 9Q: 3 clusters Score -1842070 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1842311.250000 Penalty: 3053.021240
	Iteration 10Q: 3 clusters Score -1842311 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1842647.000000 Penalty: 3053.021240
	Iteration 11F: 3 clusters Score -1842647 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1843050.625000 Penalty: 3053.021240
	Iteration 12F: 3 clusters Score -1843051 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1843486.500000 Penalty: 3053.021240
	Iteration 13F: 3 clusters Score -1843486 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1843970.000000 Penalty: 3053.021240
	Iteration 14F: 3 clusters Score -1843970 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1844416.375000 Penalty: 3053.021240
	Iteration 15Q: 3 clusters Score -1844416 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1844726.875000 Penalty: 3053.021240
	Iteration 16Q: 3 clusters Score -1844727 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1844934.500000 Penalty: 3053.021240
	Iteration 17Q: 3 clusters Score -1844934 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1845043.875000 Penalty: 3053.021240
	Iteration 18Q: 3 clusters Score -1845044 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1845113.000000 Penalty: 3053.021240
	Iteration 19Q: 3 clusters Score -1845113 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1845141.750000 Penalty: 3053.021240
	Iteration 20F: 3 clusters Score -1845142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1845154.500000 Penalty: 3053.021240
	Iteration 21Q: 3 clusters Score -1845154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1845160.375000 Penalty: 3053.021240
	Iteration 22Q: 3 clusters Score -1845160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1845165.500000 Penalty: 3053.021240
	Iteration 23Q: 3 clusters Score -1845166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1845166.125000 Penalty: 3053.021240
	Iteration 24Q: 3 clusters Score -1845166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1845173.000000 Penalty: 3053.021240
	Iteration 25Q: 3 clusters Score -1845173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1845171.625000 Penalty: 3053.021240
	Iteration 26Q: 3 clusters Score -1845172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1845173.875000 Penalty: 3053.021240
	Iteration 27Q: 3 clusters Score -1845174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1845175.625000 Penalty: 3053.021240
	Iteration 28Q: 3 clusters Score -1845176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1845177.000000 Penalty: 3053.021240
	Iteration 29Q: 3 clusters Score -1845177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1845176.750000 Penalty: 3053.021240
	Iteration 30Q: 3 clusters Score -1845177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1845176.750000 Penalty: 3053.021240
	Iteration 31F: 3 clusters Score -1845177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (3780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Entering Unmasked Estep 
Score: -548783.250000 Penalty: 1338.590332
	Iteration 0F: 2 clusters Score -548783.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -545563.812500 Penalty: 2677.180664
	Iteration 0F: 3 clusters Score -545563.8 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -546408.500000 Penalty: 2677.180664
	Iteration 1F: 3 clusters Score -546408.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -546567.062500 Penalty: 2677.180664
	Iteration 2F: 3 clusters Score -546567.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -546662.187500 Penalty: 2677.180664
	Iteration 3F: 3 clusters Score -546662.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -546747.750000 Penalty: 2677.180664
	Iteration 4Q: 3 clusters Score -546747.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -546818.687500 Penalty: 2677.180664
	Iteration 5Q: 3 clusters Score -546818.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -546900.187500 Penalty: 2677.180664
	Iteration 6Q: 3 clusters Score -546900.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -546998.062500 Penalty: 2677.180664
	Iteration 7Q: 3 clusters Score -546998.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -547103.437500 Penalty: 2677.180664
	Iteration 8Q: 3 clusters Score -547103.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -547210.500000 Penalty: 2677.180664
	Iteration 9Q: 3 clusters Score -547210.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -547314.000000 Penalty: 2677.180664
	Iteration 10Q: 3 clusters Score -547314 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -547403.312500 Penalty: 2677.180664
	Iteration 11Q: 3 clusters Score -547403.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -547476.062500 Penalty: 2677.180664
	Iteration 12Q: 3 clusters Score -547476.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -547537.625000 Penalty: 2677.180664
	Iteration 13Q: 3 clusters Score -547537.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -547588.312500 Penalty: 2677.180664
	Iteration 14Q: 3 clusters Score -547588.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -547623.812500 Penalty: 2677.180664
	Iteration 15Q: 3 clusters Score -547623.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -547657.937500 Penalty: 2677.180664
	Iteration 16Q: 3 clusters Score -547657.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -547680.250000 Penalty: 2677.180664
	Iteration 17Q: 3 clusters Score -547680.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -547701.687500 Penalty: 2677.180664
	Iteration 18Q: 3 clusters Score -547701.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -547712.500000 Penalty: 2677.180664
	Iteration 19Q: 3 clusters Score -547712.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -547721.312500 Penalty: 2677.180664
	Iteration 20F: 3 clusters Score -547721.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -547728.625000 Penalty: 2677.180664
	Iteration 21Q: 3 clusters Score -547728.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -547736.125000 Penalty: 2677.180664
	Iteration 22Q: 3 clusters Score -547736.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -547741.375000 Penalty: 2677.180664
	Iteration 23Q: 3 clusters Score -547741.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -547744.750000 Penalty: 2677.180664
	Iteration 24Q: 3 clusters Score -547744.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -547748.062500 Penalty: 2677.180664
	Iteration 25Q: 3 clusters Score -547748.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -547754.437500 Penalty: 2677.180664
	Iteration 26Q: 3 clusters Score -547754.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -547759.375000 Penalty: 2677.180664
	Iteration 27Q: 3 clusters Score -547759.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -547760.500000 Penalty: 2677.180664
	Iteration 28Q: 3 clusters Score -547760.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -547764.812500 Penalty: 2677.180664
	Iteration 29Q: 3 clusters Score -547764.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -547767.000000 Penalty: 2677.180664
	Iteration 30Q: 3 clusters Score -547767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -547768.000000 Penalty: 2677.180664
	Iteration 31Q: 3 clusters Score -547768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -547770.187500 Penalty: 2677.180664
	Iteration 32Q: 3 clusters Score -547770.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -547773.000000 Penalty: 2677.180664
	Iteration 33Q: 3 clusters Score -547773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -547772.812500 Penalty: 2677.180664
	Iteration 34Q: 3 clusters Score -547772.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -547772.812500 Penalty: 2677.180664
	Iteration 35F: 3 clusters Score -547772.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -147089.312500 Penalty: 1122.184937
	Iteration 0F: 2 clusters Score -147089.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -145672.031250 Penalty: 2244.369873
	Iteration 0F: 3 clusters Score -145672 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -145911.937500 Penalty: 2244.369873
	Iteration 1F: 3 clusters Score -145911.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -145989.515625 Penalty: 2244.369873
	Iteration 2F: 3 clusters Score -145989.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -146026.109375 Penalty: 2244.369873
	Iteration 3Q: 3 clusters Score -146026.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -146043.625000 Penalty: 2244.369873
	Iteration 4Q: 3 clusters Score -146043.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -146056.484375 Penalty: 2244.369873
	Iteration 5Q: 3 clusters Score -146056.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -146061.968750 Penalty: 2244.369873
	Iteration 6Q: 3 clusters Score -146062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -146064.984375 Penalty: 2244.369873
	Iteration 7Q: 3 clusters Score -146065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -146066.062500 Penalty: 2244.369873
	Iteration 8Q: 3 clusters Score -146066.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -146066.796875 Penalty: 2244.369873
	Iteration 9Q: 3 clusters Score -146066.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -146066.796875 Penalty: 2244.369873
	Iteration 10F: 3 clusters Score -146066.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -139113.406250 Penalty: 1143.374146
	Iteration 0F: 2 clusters Score -139113.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -137579.500000 Penalty: 2286.748291
	Iteration 0F: 3 clusters Score -137579.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -137876.078125 Penalty: 2286.748291
	Iteration 1F: 3 clusters Score -137876.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -137947.656250 Penalty: 2286.748291
	Iteration 2F: 3 clusters Score -137947.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -137982.140625 Penalty: 2286.748291
	Iteration 3Q: 3 clusters Score -137982.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -138014.015625 Penalty: 2286.748291
	Iteration 4Q: 3 clusters Score -138014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -138032.734375 Penalty: 2286.748291
	Iteration 5Q: 3 clusters Score -138032.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -138052.328125 Penalty: 2286.748291
	Iteration 6Q: 3 clusters Score -138052.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -138071.812500 Penalty: 2286.748291
	Iteration 7Q: 3 clusters Score -138071.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -138092.578125 Penalty: 2286.748291
	Iteration 8Q: 3 clusters Score -138092.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -138110.484375 Penalty: 2286.748291
	Iteration 9Q: 3 clusters Score -138110.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -138124.312500 Penalty: 2286.748291
	Iteration 10Q: 3 clusters Score -138124.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -138137.890625 Penalty: 2286.748291
	Iteration 11Q: 3 clusters Score -138137.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -138144.234375 Penalty: 2286.748291
	Iteration 12Q: 3 clusters Score -138144.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -138150.062500 Penalty: 2286.748291
	Iteration 13Q: 3 clusters Score -138150.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -138156.468750 Penalty: 2286.748291
	Iteration 14Q: 3 clusters Score -138156.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -138159.437500 Penalty: 2286.748291
	Iteration 15Q: 3 clusters Score -138159.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -138162.562500 Penalty: 2286.748291
	Iteration 16Q: 3 clusters Score -138162.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -138168.093750 Penalty: 2286.748291
	Iteration 17Q: 3 clusters Score -138168.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -138172.031250 Penalty: 2286.748291
	Iteration 18Q: 3 clusters Score -138172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -138174.656250 Penalty: 2286.748291
	Iteration 19Q: 3 clusters Score -138174.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -138179.109375 Penalty: 2286.748291
	Iteration 20F: 3 clusters Score -138179.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -138184.109375 Penalty: 2286.748291
	Iteration 21Q: 3 clusters Score -138184.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -138188.562500 Penalty: 2286.748291
	Iteration 22Q: 3 clusters Score -138188.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -138192.921875 Penalty: 2286.748291
	Iteration 23Q: 3 clusters Score -138192.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -138194.703125 Penalty: 2286.748291
	Iteration 24Q: 3 clusters Score -138194.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -138195.859375 Penalty: 2286.748291
	Iteration 25Q: 3 clusters Score -138195.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -138196.562500 Penalty: 2286.748291
	Iteration 26Q: 3 clusters Score -138196.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -138198.250000 Penalty: 2286.748291
	Iteration 27Q: 3 clusters Score -138198.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -138199.156250 Penalty: 2286.748291
	Iteration 28Q: 3 clusters Score -138199.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -138199.156250 Penalty: 2286.748291
	Iteration 29F: 3 clusters Score -138199.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (4117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Entering Unmasked Estep 
Score: -625917.125000 Penalty: 1352.468018
	Iteration 0F: 2 clusters Score -625917.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -622475.875000 Penalty: 2704.936035
	Iteration 0F: 3 clusters Score -622475.9 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -623345.937500 Penalty: 2704.936035
	Iteration 1F: 3 clusters Score -623345.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -623478.562500 Penalty: 2704.936035
	Iteration 2F: 3 clusters Score -623478.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -623548.500000 Penalty: 2704.936035
	Iteration 3Q: 3 clusters Score -623548.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -623601.500000 Penalty: 2704.936035
	Iteration 4Q: 3 clusters Score -623601.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -623656.125000 Penalty: 2704.936035
	Iteration 5Q: 3 clusters Score -623656.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -623719.625000 Penalty: 2704.936035
	Iteration 6Q: 3 clusters Score -623719.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -623788.000000 Penalty: 2704.936035
	Iteration 7Q: 3 clusters Score -623788 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -623870.125000 Penalty: 2704.936035
	Iteration 8Q: 3 clusters Score -623870.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -623961.875000 Penalty: 2704.936035
	Iteration 9Q: 3 clusters Score -623961.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -624051.187500 Penalty: 2704.936035
	Iteration 10Q: 3 clusters Score -624051.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -624140.562500 Penalty: 2704.936035
	Iteration 11Q: 3 clusters Score -624140.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -624225.187500 Penalty: 2704.936035
	Iteration 12Q: 3 clusters Score -624225.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -624306.062500 Penalty: 2704.936035
	Iteration 13Q: 3 clusters Score -624306.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -624390.812500 Penalty: 2704.936035
	Iteration 14Q: 3 clusters Score -624390.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -624458.625000 Penalty: 2704.936035
	Iteration 15Q: 3 clusters Score -624458.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -624519.500000 Penalty: 2704.936035
	Iteration 16Q: 3 clusters Score -624519.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -624558.500000 Penalty: 2704.936035
	Iteration 17Q: 3 clusters Score -624558.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -624589.250000 Penalty: 2704.936035
	Iteration 18Q: 3 clusters Score -624589.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -624615.437500 Penalty: 2704.936035
	Iteration 19Q: 3 clusters Score -624615.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -624646.437500 Penalty: 2704.936035
	Iteration 20F: 3 clusters Score -624646.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -624682.000000 Penalty: 2704.936035
	Iteration 21Q: 3 clusters Score -624682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -624709.437500 Penalty: 2704.936035
	Iteration 22Q: 3 clusters Score -624709.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -624724.312500 Penalty: 2704.936035
	Iteration 23Q: 3 clusters Score -624724.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -624735.000000 Penalty: 2704.936035
	Iteration 24Q: 3 clusters Score -624735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -624740.000000 Penalty: 2704.936035
	Iteration 25Q: 3 clusters Score -624740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -624743.125000 Penalty: 2704.936035
	Iteration 26Q: 3 clusters Score -624743.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -624746.437500 Penalty: 2704.936035
	Iteration 27Q: 3 clusters Score -624746.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -624748.437500 Penalty: 2704.936035
	Iteration 28Q: 3 clusters Score -624748.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -624749.250000 Penalty: 2704.936035
	Iteration 29Q: 3 clusters Score -624749.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -624749.250000 Penalty: 2704.936035
	Iteration 30F: 3 clusters Score -624749.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -216106.359375 Penalty: 1203.491699
	Iteration 0F: 2 clusters Score -216106.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -214282.718750 Penalty: 2406.983398
	Iteration 0F: 3 clusters Score -214282.7 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -214753.484375 Penalty: 2406.983398
	Iteration 1F: 3 clusters Score -214753.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -214957.640625 Penalty: 2406.983398
	Iteration 2F: 3 clusters Score -214957.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -215106.562500 Penalty: 2406.983398
	Iteration 3F: 3 clusters Score -215106.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -215204.343750 Penalty: 2406.983398
	Iteration 4F: 3 clusters Score -215204.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -215315.515625 Penalty: 2406.983398
	Iteration 5Q: 3 clusters Score -215315.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -215453.109375 Penalty: 2406.983398
	Iteration 6F: 3 clusters Score -215453.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -215548.406250 Penalty: 2406.983398
	Iteration 7Q: 3 clusters Score -215548.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -215635.109375 Penalty: 2406.983398
	Iteration 8Q: 3 clusters Score -215635.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -215695.000000 Penalty: 2406.983398
	Iteration 9Q: 3 clusters Score -215695 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -215731.031250 Penalty: 2406.983398
	Iteration 10Q: 3 clusters Score -215731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -215759.796875 Penalty: 2406.983398
	Iteration 11Q: 3 clusters Score -215759.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -215787.421875 Penalty: 2406.983398
	Iteration 12Q: 3 clusters Score -215787.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -215803.828125 Penalty: 2406.983398
	Iteration 13Q: 3 clusters Score -215803.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -215814.750000 Penalty: 2406.983398
	Iteration 14Q: 3 clusters Score -215814.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -215818.140625 Penalty: 2406.983398
	Iteration 15Q: 3 clusters Score -215818.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -215823.062500 Penalty: 2406.983398
	Iteration 16Q: 3 clusters Score -215823.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -215826.453125 Penalty: 2406.983398
	Iteration 17Q: 3 clusters Score -215826.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -215831.812500 Penalty: 2406.983398
	Iteration 18Q: 3 clusters Score -215831.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -215835.875000 Penalty: 2406.983398
	Iteration 19Q: 3 clusters Score -215835.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -215838.046875 Penalty: 2406.983398
	Iteration 20F: 3 clusters Score -215838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -215840.765625 Penalty: 2406.983398
	Iteration 21Q: 3 clusters Score -215840.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -215842.984375 Penalty: 2406.983398
	Iteration 22Q: 3 clusters Score -215843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -215842.984375 Penalty: 2406.983398
	Iteration 23F: 3 clusters Score -215843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (22473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Entering Unmasked Estep 
Score: -3414222.500000 Penalty: 1628.261353
	Iteration 0F: 2 clusters Score -3414222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -3399973.500000 Penalty: 3256.522705
	Iteration 0F: 3 clusters Score -3399974 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -3405496.750000 Penalty: 3256.522705
	Iteration 1F: 3 clusters Score -3405497 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -3405918.250000 Penalty: 3256.522705
	Iteration 2F: 3 clusters Score -3405918 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -3406312.500000 Penalty: 3256.522705
	Iteration 3Q: 3 clusters Score -3406312 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -3406738.500000 Penalty: 3256.522705
	Iteration 4Q: 3 clusters Score -3406738 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -3407237.500000 Penalty: 3256.522705
	Iteration 5Q: 3 clusters Score -3407238 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -3407818.750000 Penalty: 3256.522705
	Iteration 6Q: 3 clusters Score -3407819 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3408468.750000 Penalty: 3256.522705
	Iteration 7Q: 3 clusters Score -3408469 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3409199.500000 Penalty: 3256.522705
	Iteration 8Q: 3 clusters Score -3409200 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -3409915.500000 Penalty: 3256.522705
	Iteration 9Q: 3 clusters Score -3409916 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -3410465.750000 Penalty: 3256.522705
	Iteration 10Q: 3 clusters Score -3410466 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -3410774.000000 Penalty: 3256.522705
	Iteration 11Q: 3 clusters Score -3410774 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -3410971.500000 Penalty: 3256.522705
	Iteration 12Q: 3 clusters Score -3410972 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3411117.250000 Penalty: 3256.522705
	Iteration 13Q: 3 clusters Score -3411117 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3411211.250000 Penalty: 3256.522705
	Iteration 14Q: 3 clusters Score -3411211 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -3411278.500000 Penalty: 3256.522705
	Iteration 15Q: 3 clusters Score -3411278 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -3411365.250000 Penalty: 3256.522705
	Iteration 16Q: 3 clusters Score -3411365 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -3411414.250000 Penalty: 3256.522705
	Iteration 17Q: 3 clusters Score -3411414 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -3411451.000000 Penalty: 3256.522705
	Iteration 18Q: 3 clusters Score -3411451 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -3411494.000000 Penalty: 3256.522705
	Iteration 19Q: 3 clusters Score -3411494 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -3411524.750000 Penalty: 3256.522705
	Iteration 20F: 3 clusters Score -3411525 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -3411559.000000 Penalty: 3256.522705
	Iteration 21Q: 3 clusters Score -3411559 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3411599.250000 Penalty: 3256.522705
	Iteration 22Q: 3 clusters Score -3411599 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -3411626.000000 Penalty: 3256.522705
	Iteration 23Q: 3 clusters Score -3411626 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -3411668.500000 Penalty: 3256.522705
	Iteration 24Q: 3 clusters Score -3411668 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -3411694.750000 Penalty: 3256.522705
	Iteration 25Q: 3 clusters Score -3411695 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -3411728.000000 Penalty: 3256.522705
	Iteration 26Q: 3 clusters Score -3411728 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3411744.000000 Penalty: 3256.522705
	Iteration 27Q: 3 clusters Score -3411744 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -3411779.750000 Penalty: 3256.522705
	Iteration 28Q: 3 clusters Score -3411780 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -3411805.750000 Penalty: 3256.522705
	Iteration 29Q: 3 clusters Score -3411806 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -3411845.000000 Penalty: 3256.522705
	Iteration 30Q: 3 clusters Score -3411845 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -3411874.250000 Penalty: 3256.522705
	Iteration 31Q: 3 clusters Score -3411874 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3411907.500000 Penalty: 3256.522705
	Iteration 32Q: 3 clusters Score -3411908 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -3411948.750000 Penalty: 3256.522705
	Iteration 33Q: 3 clusters Score -3411949 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3411992.250000 Penalty: 3256.522705
	Iteration 34Q: 3 clusters Score -3411992 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -3412030.500000 Penalty: 3256.522705
	Iteration 35Q: 3 clusters Score -3412030 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -3412080.000000 Penalty: 3256.522705
	Iteration 36Q: 3 clusters Score -3412080 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -3412122.750000 Penalty: 3256.522705
	Iteration 37Q: 3 clusters Score -3412123 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -3412138.000000 Penalty: 3256.522705
	Iteration 38Q: 3 clusters Score -3412138 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3412173.250000 Penalty: 3256.522705
	Iteration 39Q: 3 clusters Score -3412173 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3412209.250000 Penalty: 3256.522705
	Iteration 40F: 3 clusters Score -3412209 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3412254.500000 Penalty: 3256.522705
	Iteration 41Q: 3 clusters Score -3412254 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3412293.250000 Penalty: 3256.522705
	Iteration 42Q: 3 clusters Score -3412293 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3412324.000000 Penalty: 3256.522705
	Iteration 43Q: 3 clusters Score -3412324 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3412365.250000 Penalty: 3256.522705
	Iteration 44Q: 3 clusters Score -3412365 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3412410.750000 Penalty: 3256.522705
	Iteration 45Q: 3 clusters Score -3412411 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3412442.000000 Penalty: 3256.522705
	Iteration 46Q: 3 clusters Score -3412442 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3412474.000000 Penalty: 3256.522705
	Iteration 47Q: 3 clusters Score -3412474 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3412519.500000 Penalty: 3256.522705
	Iteration 48Q: 3 clusters Score -3412520 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3412551.750000 Penalty: 3256.522705
	Iteration 49Q: 3 clusters Score -3412552 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3412582.750000 Penalty: 3256.522705
	Iteration 50Q: 3 clusters Score -3412583 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3412619.250000 Penalty: 3256.522705
	Iteration 51Q: 3 clusters Score -3412619 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3412643.750000 Penalty: 3256.522705
	Iteration 52Q: 3 clusters Score -3412644 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3412667.250000 Penalty: 3256.522705
	Iteration 53Q: 3 clusters Score -3412667 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3412683.250000 Penalty: 3256.522705
	Iteration 54Q: 3 clusters Score -3412683 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3412690.500000 Penalty: 3256.522705
	Iteration 55Q: 3 clusters Score -3412690 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3412708.000000 Penalty: 3256.522705
	Iteration 56Q: 3 clusters Score -3412708 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3412706.250000 Penalty: 3256.522705
	Iteration 57Q: 3 clusters Score -3412706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3412733.250000 Penalty: 3256.522705
	Iteration 58Q: 3 clusters Score -3412733 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3412755.250000 Penalty: 3256.522705
	Iteration 59Q: 3 clusters Score -3412755 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3412761.750000 Penalty: 3256.522705
	Iteration 60F: 3 clusters Score -3412762 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3412769.750000 Penalty: 3256.522705
	Iteration 61Q: 3 clusters Score -3412770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3412786.500000 Penalty: 3256.522705
	Iteration 62Q: 3 clusters Score -3412786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3412788.500000 Penalty: 3256.522705
	Iteration 63Q: 3 clusters Score -3412788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3412788.750000 Penalty: 3256.522705
	Iteration 64Q: 3 clusters Score -3412789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3412796.000000 Penalty: 3256.522705
	Iteration 65Q: 3 clusters Score -3412796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3412804.500000 Penalty: 3256.522705
	Iteration 66Q: 3 clusters Score -3412804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3412808.500000 Penalty: 3256.522705
	Iteration 67Q: 3 clusters Score -3412808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3412807.500000 Penalty: 3256.522705
	Iteration 68Q: 3 clusters Score -3412808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3412811.250000 Penalty: 3256.522705
	Iteration 69Q: 3 clusters Score -3412811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3412817.250000 Penalty: 3256.522705
	Iteration 70Q: 3 clusters Score -3412817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3412826.750000 Penalty: 3256.522705
	Iteration 71Q: 3 clusters Score -3412827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3412830.250000 Penalty: 3256.522705
	Iteration 72Q: 3 clusters Score -3412830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3412839.250000 Penalty: 3256.522705
	Iteration 73Q: 3 clusters Score -3412839 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3412848.000000 Penalty: 3256.522705
	Iteration 74Q: 3 clusters Score -3412848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3412847.000000 Penalty: 3256.522705
	Iteration 75Q: 3 clusters Score -3412847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3412864.250000 Penalty: 3256.522705
	Iteration 76Q: 3 clusters Score -3412864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3412871.750000 Penalty: 3256.522705
	Iteration 77Q: 3 clusters Score -3412872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3412874.250000 Penalty: 3256.522705
	Iteration 78Q: 3 clusters Score -3412874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3412881.500000 Penalty: 3256.522705
	Iteration 79Q: 3 clusters Score -3412882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3412885.500000 Penalty: 3256.522705
	Iteration 80F: 3 clusters Score -3412886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3412884.250000 Penalty: 3256.522705
	Iteration 81Q: 3 clusters Score -3412884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3412886.000000 Penalty: 3256.522705
	Iteration 82Q: 3 clusters Score -3412886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3412890.000000 Penalty: 3256.522705
	Iteration 83Q: 3 clusters Score -3412890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3412889.250000 Penalty: 3256.522705
	Iteration 84Q: 3 clusters Score -3412889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3412891.000000 Penalty: 3256.522705
	Iteration 85Q: 3 clusters Score -3412891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3412895.500000 Penalty: 3256.522705
	Iteration 86Q: 3 clusters Score -3412896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3412894.500000 Penalty: 3256.522705
	Iteration 87Q: 3 clusters Score -3412894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3412896.500000 Penalty: 3256.522705
	Iteration 88Q: 3 clusters Score -3412896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3412899.250000 Penalty: 3256.522705
	Iteration 89Q: 3 clusters Score -3412899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3412896.750000 Penalty: 3256.522705
	Iteration 90Q: 3 clusters Score -3412897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3412902.250000 Penalty: 3256.522705
	Iteration 91Q: 3 clusters Score -3412902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3412906.250000 Penalty: 3256.522705
	Iteration 92Q: 3 clusters Score -3412906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3412905.500000 Penalty: 3256.522705
	Iteration 93Q: 3 clusters Score -3412906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3412904.500000 Penalty: 3256.522705
	Iteration 94Q: 3 clusters Score -3412904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3412907.750000 Penalty: 3256.522705
	Iteration 95Q: 3 clusters Score -3412908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3412910.500000 Penalty: 3256.522705
	Iteration 96Q: 3 clusters Score -3412910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3412907.000000 Penalty: 3256.522705
	Iteration 97Q: 3 clusters Score -3412907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3412913.250000 Penalty: 3256.522705
	Iteration 98Q: 3 clusters Score -3412913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3412913.000000 Penalty: 3256.522705
	Iteration 99Q: 3 clusters Score -3412913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3412915.250000 Penalty: 3256.522705
	Iteration 100F: 3 clusters Score -3412915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (3732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Entering Unmasked Estep 
Score: -566446.687500 Penalty: 1336.513794
	Iteration 0F: 2 clusters Score -566446.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -563321.937500 Penalty: 2673.027588
	Iteration 0F: 3 clusters Score -563321.9 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -564044.562500 Penalty: 2673.027588
	Iteration 1F: 3 clusters Score -564044.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -564190.687500 Penalty: 2673.027588
	Iteration 2F: 3 clusters Score -564190.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -564275.250000 Penalty: 2673.027588
	Iteration 3Q: 3 clusters Score -564275.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -564322.562500 Penalty: 2673.027588
	Iteration 4Q: 3 clusters Score -564322.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -564360.562500 Penalty: 2673.027588
	Iteration 5Q: 3 clusters Score -564360.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -564387.750000 Penalty: 2673.027588
	Iteration 6Q: 3 clusters Score -564387.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -564409.000000 Penalty: 2673.027588
	Iteration 7Q: 3 clusters Score -564409 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -564436.187500 Penalty: 2673.027588
	Iteration 8Q: 3 clusters Score -564436.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -564465.875000 Penalty: 2673.027588
	Iteration 9Q: 3 clusters Score -564465.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -564501.375000 Penalty: 2673.027588
	Iteration 10Q: 3 clusters Score -564501.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -564533.000000 Penalty: 2673.027588
	Iteration 11Q: 3 clusters Score -564533 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -564571.125000 Penalty: 2673.027588
	Iteration 12Q: 3 clusters Score -564571.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -564606.875000 Penalty: 2673.027588
	Iteration 13Q: 3 clusters Score -564606.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -564658.875000 Penalty: 2673.027588
	Iteration 14Q: 3 clusters Score -564658.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -564708.812500 Penalty: 2673.027588
	Iteration 15Q: 3 clusters Score -564708.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -564759.812500 Penalty: 2673.027588
	Iteration 16Q: 3 clusters Score -564759.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -564813.437500 Penalty: 2673.027588
	Iteration 17Q: 3 clusters Score -564813.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -564857.375000 Penalty: 2673.027588
	Iteration 18Q: 3 clusters Score -564857.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -564904.312500 Penalty: 2673.027588
	Iteration 19Q: 3 clusters Score -564904.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -564957.250000 Penalty: 2673.027588
	Iteration 20F: 3 clusters Score -564957.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -564999.562500 Penalty: 2673.027588
	Iteration 21Q: 3 clusters Score -564999.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -565044.437500 Penalty: 2673.027588
	Iteration 22Q: 3 clusters Score -565044.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -565088.812500 Penalty: 2673.027588
	Iteration 23Q: 3 clusters Score -565088.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -565124.750000 Penalty: 2673.027588
	Iteration 24Q: 3 clusters Score -565124.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -565151.437500 Penalty: 2673.027588
	Iteration 25Q: 3 clusters Score -565151.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -565168.562500 Penalty: 2673.027588
	Iteration 26Q: 3 clusters Score -565168.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -565184.500000 Penalty: 2673.027588
	Iteration 27Q: 3 clusters Score -565184.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -565195.250000 Penalty: 2673.027588
	Iteration 28Q: 3 clusters Score -565195.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -565207.562500 Penalty: 2673.027588
	Iteration 29Q: 3 clusters Score -565207.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -565220.000000 Penalty: 2673.027588
	Iteration 30Q: 3 clusters Score -565220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -565229.562500 Penalty: 2673.027588
	Iteration 31Q: 3 clusters Score -565229.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -565235.500000 Penalty: 2673.027588
	Iteration 32Q: 3 clusters Score -565235.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -565241.437500 Penalty: 2673.027588
	Iteration 33Q: 3 clusters Score -565241.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -565245.625000 Penalty: 2673.027588
	Iteration 34Q: 3 clusters Score -565245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -565246.687500 Penalty: 2673.027588
	Iteration 35Q: 3 clusters Score -565246.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -565252.937500 Penalty: 2673.027588
	Iteration 36Q: 3 clusters Score -565252.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -565255.812500 Penalty: 2673.027588
	Iteration 37Q: 3 clusters Score -565255.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -565259.750000 Penalty: 2673.027588
	Iteration 38Q: 3 clusters Score -565259.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -565263.562500 Penalty: 2673.027588
	Iteration 39Q: 3 clusters Score -565263.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -565264.312500 Penalty: 2673.027588
	Iteration 40F: 3 clusters Score -565264.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (19147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Entering Unmasked Estep 
Score: -2930344.500000 Penalty: 1602.234009
	Iteration 0F: 2 clusters Score -2930344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2918290.750000 Penalty: 3204.468018
	Iteration 0F: 3 clusters Score -2918291 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2923040.250000 Penalty: 3204.468018
	Iteration 1F: 3 clusters Score -2923040 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2923417.250000 Penalty: 3204.468018
	Iteration 2F: 3 clusters Score -2923417 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2923757.250000 Penalty: 3204.468018
	Iteration 3Q: 3 clusters Score -2923757 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2924031.000000 Penalty: 3204.468018
	Iteration 4Q: 3 clusters Score -2924031 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2924276.500000 Penalty: 3204.468018
	Iteration 5Q: 3 clusters Score -2924276 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2924488.500000 Penalty: 3204.468018
	Iteration 6Q: 3 clusters Score -2924488 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2924677.250000 Penalty: 3204.468018
	Iteration 7Q: 3 clusters Score -2924677 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2924856.500000 Penalty: 3204.468018
	Iteration 8Q: 3 clusters Score -2924856 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2925011.250000 Penalty: 3204.468018
	Iteration 9Q: 3 clusters Score -2925011 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2925162.000000 Penalty: 3204.468018
	Iteration 10Q: 3 clusters Score -2925162 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2925319.750000 Penalty: 3204.468018
	Iteration 11Q: 3 clusters Score -2925320 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2925500.000000 Penalty: 3204.468018
	Iteration 12Q: 3 clusters Score -2925500 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2925736.250000 Penalty: 3204.468018
	Iteration 13Q: 3 clusters Score -2925736 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2926038.000000 Penalty: 3204.468018
	Iteration 14Q: 3 clusters Score -2926038 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2926359.000000 Penalty: 3204.468018
	Iteration 15Q: 3 clusters Score -2926359 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2926678.250000 Penalty: 3204.468018
	Iteration 16Q: 3 clusters Score -2926678 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2926869.250000 Penalty: 3204.468018
	Iteration 17Q: 3 clusters Score -2926869 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2926955.750000 Penalty: 3204.468018
	Iteration 18Q: 3 clusters Score -2926956 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2927008.750000 Penalty: 3204.468018
	Iteration 19Q: 3 clusters Score -2927009 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2927051.000000 Penalty: 3204.468018
	Iteration 20F: 3 clusters Score -2927051 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2927058.750000 Penalty: 3204.468018
	Iteration 21Q: 3 clusters Score -2927059 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2927074.000000 Penalty: 3204.468018
	Iteration 22Q: 3 clusters Score -2927074 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2927089.500000 Penalty: 3204.468018
	Iteration 23Q: 3 clusters Score -2927090 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2927106.500000 Penalty: 3204.468018
	Iteration 24Q: 3 clusters Score -2927106 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2927120.000000 Penalty: 3204.468018
	Iteration 25Q: 3 clusters Score -2927120 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2927146.750000 Penalty: 3204.468018
	Iteration 26Q: 3 clusters Score -2927147 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2927164.250000 Penalty: 3204.468018
	Iteration 27Q: 3 clusters Score -2927164 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2927177.000000 Penalty: 3204.468018
	Iteration 28Q: 3 clusters Score -2927177 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2927188.250000 Penalty: 3204.468018
	Iteration 29Q: 3 clusters Score -2927188 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2927190.000000 Penalty: 3204.468018
	Iteration 30Q: 3 clusters Score -2927190 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2927196.000000 Penalty: 3204.468018
	Iteration 31Q: 3 clusters Score -2927196 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2927203.000000 Penalty: 3204.468018
	Iteration 32Q: 3 clusters Score -2927203 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2927207.000000 Penalty: 3204.468018
	Iteration 33Q: 3 clusters Score -2927207 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2927215.000000 Penalty: 3204.468018
	Iteration 34Q: 3 clusters Score -2927215 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2927240.500000 Penalty: 3204.468018
	Iteration 35Q: 3 clusters Score -2927240 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2927252.750000 Penalty: 3204.468018
	Iteration 36Q: 3 clusters Score -2927253 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2927262.750000 Penalty: 3204.468018
	Iteration 37Q: 3 clusters Score -2927263 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2927288.750000 Penalty: 3204.468018
	Iteration 38Q: 3 clusters Score -2927289 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2927309.250000 Penalty: 3204.468018
	Iteration 39Q: 3 clusters Score -2927309 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2927319.750000 Penalty: 3204.468018
	Iteration 40F: 3 clusters Score -2927320 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2927351.750000 Penalty: 3204.468018
	Iteration 41Q: 3 clusters Score -2927352 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2927368.000000 Penalty: 3204.468018
	Iteration 42Q: 3 clusters Score -2927368 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2927391.250000 Penalty: 3204.468018
	Iteration 43Q: 3 clusters Score -2927391 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2927395.250000 Penalty: 3204.468018
	Iteration 44Q: 3 clusters Score -2927395 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2927401.000000 Penalty: 3204.468018
	Iteration 45Q: 3 clusters Score -2927401 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2927417.750000 Penalty: 3204.468018
	Iteration 46Q: 3 clusters Score -2927418 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2927440.500000 Penalty: 3204.468018
	Iteration 47Q: 3 clusters Score -2927440 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2927446.750000 Penalty: 3204.468018
	Iteration 48Q: 3 clusters Score -2927447 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2927458.500000 Penalty: 3204.468018
	Iteration 49Q: 3 clusters Score -2927458 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2927470.000000 Penalty: 3204.468018
	Iteration 50Q: 3 clusters Score -2927470 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2927480.750000 Penalty: 3204.468018
	Iteration 51Q: 3 clusters Score -2927481 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2927503.750000 Penalty: 3204.468018
	Iteration 52Q: 3 clusters Score -2927504 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2927528.750000 Penalty: 3204.468018
	Iteration 53Q: 3 clusters Score -2927529 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2927545.750000 Penalty: 3204.468018
	Iteration 54Q: 3 clusters Score -2927546 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2927573.000000 Penalty: 3204.468018
	Iteration 55Q: 3 clusters Score -2927573 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2927588.000000 Penalty: 3204.468018
	Iteration 56Q: 3 clusters Score -2927588 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2927603.500000 Penalty: 3204.468018
	Iteration 57Q: 3 clusters Score -2927604 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2927616.500000 Penalty: 3204.468018
	Iteration 58Q: 3 clusters Score -2927616 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2927646.500000 Penalty: 3204.468018
	Iteration 59Q: 3 clusters Score -2927646 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2927691.000000 Penalty: 3204.468018
	Iteration 60F: 3 clusters Score -2927691 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2927734.500000 Penalty: 3204.468018
	Iteration 61Q: 3 clusters Score -2927734 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2927782.250000 Penalty: 3204.468018
	Iteration 62Q: 3 clusters Score -2927782 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2927826.000000 Penalty: 3204.468018
	Iteration 63Q: 3 clusters Score -2927826 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2927865.250000 Penalty: 3204.468018
	Iteration 64Q: 3 clusters Score -2927865 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2927887.000000 Penalty: 3204.468018
	Iteration 65Q: 3 clusters Score -2927887 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2927931.750000 Penalty: 3204.468018
	Iteration 66Q: 3 clusters Score -2927932 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2927983.750000 Penalty: 3204.468018
	Iteration 67Q: 3 clusters Score -2927984 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2928018.500000 Penalty: 3204.468018
	Iteration 68Q: 3 clusters Score -2928018 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2928075.750000 Penalty: 3204.468018
	Iteration 69Q: 3 clusters Score -2928076 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2928122.250000 Penalty: 3204.468018
	Iteration 70Q: 3 clusters Score -2928122 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2928163.500000 Penalty: 3204.468018
	Iteration 71Q: 3 clusters Score -2928164 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2928207.000000 Penalty: 3204.468018
	Iteration 72Q: 3 clusters Score -2928207 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2928239.250000 Penalty: 3204.468018
	Iteration 73Q: 3 clusters Score -2928239 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2928279.000000 Penalty: 3204.468018
	Iteration 74Q: 3 clusters Score -2928279 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2928307.500000 Penalty: 3204.468018
	Iteration 75Q: 3 clusters Score -2928308 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2928340.250000 Penalty: 3204.468018
	Iteration 76Q: 3 clusters Score -2928340 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2928373.500000 Penalty: 3204.468018
	Iteration 77Q: 3 clusters Score -2928374 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2928417.000000 Penalty: 3204.468018
	Iteration 78Q: 3 clusters Score -2928417 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2928449.250000 Penalty: 3204.468018
	Iteration 79Q: 3 clusters Score -2928449 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2928481.000000 Penalty: 3204.468018
	Iteration 80F: 3 clusters Score -2928481 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2928491.500000 Penalty: 3204.468018
	Iteration 81Q: 3 clusters Score -2928492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2928521.000000 Penalty: 3204.468018
	Iteration 82Q: 3 clusters Score -2928521 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2928540.500000 Penalty: 3204.468018
	Iteration 83Q: 3 clusters Score -2928540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2928572.250000 Penalty: 3204.468018
	Iteration 84Q: 3 clusters Score -2928572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2928590.500000 Penalty: 3204.468018
	Iteration 85Q: 3 clusters Score -2928590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2928628.250000 Penalty: 3204.468018
	Iteration 86Q: 3 clusters Score -2928628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2928647.500000 Penalty: 3204.468018
	Iteration 87Q: 3 clusters Score -2928648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2928665.500000 Penalty: 3204.468018
	Iteration 88Q: 3 clusters Score -2928666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2928691.000000 Penalty: 3204.468018
	Iteration 89Q: 3 clusters Score -2928691 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2928706.500000 Penalty: 3204.468018
	Iteration 90Q: 3 clusters Score -2928706 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2928733.750000 Penalty: 3204.468018
	Iteration 91Q: 3 clusters Score -2928734 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2928758.500000 Penalty: 3204.468018
	Iteration 92Q: 3 clusters Score -2928758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2928780.000000 Penalty: 3204.468018
	Iteration 93Q: 3 clusters Score -2928780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2928788.000000 Penalty: 3204.468018
	Iteration 94Q: 3 clusters Score -2928788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2928792.250000 Penalty: 3204.468018
	Iteration 95Q: 3 clusters Score -2928792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2928796.750000 Penalty: 3204.468018
	Iteration 96Q: 3 clusters Score -2928797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2928802.250000 Penalty: 3204.468018
	Iteration 97Q: 3 clusters Score -2928802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2928805.750000 Penalty: 3204.468018
	Iteration 98Q: 3 clusters Score -2928806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2928809.500000 Penalty: 3204.468018
	Iteration 99Q: 3 clusters Score -2928810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2928823.750000 Penalty: 3204.468018
	Iteration 100F: 3 clusters Score -2928824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2928835.750000 Penalty: 3204.468018
	Iteration 101Q: 3 clusters Score -2928836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2928851.250000 Penalty: 3204.468018
	Iteration 102Q: 3 clusters Score -2928851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2928851.750000 Penalty: 3204.468018
	Iteration 103Q: 3 clusters Score -2928852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2928856.000000 Penalty: 3204.468018
	Iteration 104Q: 3 clusters Score -2928856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2928862.750000 Penalty: 3204.468018
	Iteration 105Q: 3 clusters Score -2928863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2928864.500000 Penalty: 3204.468018
	Iteration 106Q: 3 clusters Score -2928864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2928873.750000 Penalty: 3204.468018
	Iteration 107Q: 3 clusters Score -2928874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2928874.250000 Penalty: 3204.468018
	Iteration 108Q: 3 clusters Score -2928874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2928875.500000 Penalty: 3204.468018
	Iteration 109Q: 3 clusters Score -2928876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2928875.500000 Penalty: 3204.468018
	Iteration 110F: 3 clusters Score -2928876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7766 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24813 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5080 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12824 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6551 members 
Mstep: Class 37 contains 9492 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 14963 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20274 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2204 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14026 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13638 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15599 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22473 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935792.000000 Penalty: 183801.937500
Iteration 359Q: 86 clusters Score -8.593579e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7767 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24817 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5083 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12819 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6550 members 
Mstep: Class 37 contains 9490 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4973 members 
Mstep: Class 45 contains 14964 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20271 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2204 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13654 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15575 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22483 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935744.000000 Penalty: 183801.937500
Iteration 360F: 86 clusters Score -8.593574e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10447 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7770 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24822 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5088 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12820 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6551 members 
Mstep: Class 37 contains 9487 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4973 members 
Mstep: Class 45 contains 14965 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20259 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2205 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13665 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15550 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22500 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935808.000000 Penalty: 183801.937500
Iteration 361Q: 86 clusters Score -8.593581e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10447 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7772 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24831 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5090 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12823 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6551 members 
Mstep: Class 37 contains 9485 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4973 members 
Mstep: Class 45 contains 14969 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20254 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2209 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13670 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15526 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19720 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22509 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935800.000000 Penalty: 183801.937500
Iteration 362Q: 86 clusters Score -8.59358e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10447 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7772 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24850 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5090 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12824 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6551 members 
Mstep: Class 37 contains 9483 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4973 members 
Mstep: Class 45 contains 14972 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20253 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13674 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15490 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19719 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22520 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935824.000000 Penalty: 183801.937500
Iteration 363Q: 86 clusters Score -8.593582e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10447 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7769 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5089 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10941 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9390 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12820 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6553 members 
Mstep: Class 37 contains 9481 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4973 members 
Mstep: Class 45 contains 14978 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20243 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13685 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15460 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19720 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22519 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935808.000000 Penalty: 183801.937500
Iteration 364Q: 86 clusters Score -8.593581e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7770 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24900 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5092 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10941 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9390 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12822 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6554 members 
Mstep: Class 37 contains 9477 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4973 members 
Mstep: Class 45 contains 14973 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20238 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13694 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15439 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19721 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22519 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935792.000000 Penalty: 183801.937500
Iteration 365Q: 86 clusters Score -8.593579e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10443 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7770 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24913 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5092 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10941 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9390 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12825 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6554 members 
Mstep: Class 37 contains 9479 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4973 members 
Mstep: Class 45 contains 14972 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20234 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13708 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15418 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19722 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22511 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935768.000000 Penalty: 183801.937500
Iteration 366Q: 86 clusters Score -8.593577e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10440 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7771 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24923 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5093 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10941 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12822 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6553 members 
Mstep: Class 37 contains 9481 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14971 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3687 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20237 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13719 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15401 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22505 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935752.000000 Penalty: 183801.937500
Iteration 367Q: 86 clusters Score -8.593575e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10439 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7772 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24925 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12815 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6554 members 
Mstep: Class 37 contains 9482 members 
Mstep: Class 38 contains 20395 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 14969 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3687 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20234 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13737 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15390 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22506 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935680.000000 Penalty: 183801.937500
Iteration 368Q: 86 clusters Score -8.593568e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10438 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7771 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24916 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12810 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6554 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 14964 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3687 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20230 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13760 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15386 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22510 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935664.000000 Penalty: 183801.937500
Iteration 369Q: 86 clusters Score -8.593566e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10437 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7771 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24909 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12812 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6554 members 
Mstep: Class 37 contains 9486 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14963 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3687 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20230 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13779 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15378 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22504 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935696.000000 Penalty: 183801.937500
Iteration 370Q: 86 clusters Score -8.59357e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10434 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7771 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24892 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12821 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6554 members 
Mstep: Class 37 contains 9486 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14959 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3687 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20225 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13794 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15372 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22513 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935672.000000 Penalty: 183801.937500
Iteration 371Q: 86 clusters Score -8.593567e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7769 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24894 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12829 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6555 members 
Mstep: Class 37 contains 9486 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14955 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3687 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20222 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13808 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15360 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19722 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22511 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935688.000000 Penalty: 183801.937500
Iteration 372Q: 86 clusters Score -8.593569e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7768 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24889 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12834 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6552 members 
Mstep: Class 37 contains 9485 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14953 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3687 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20236 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13819 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15353 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19722 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22499 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935648.000000 Penalty: 183801.937500
Iteration 373Q: 86 clusters Score -8.593565e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7769 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12839 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6547 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14952 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20245 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13825 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15348 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22485 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935680.000000 Penalty: 183801.937500
Iteration 374Q: 86 clusters Score -8.593568e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7767 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24902 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12843 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6546 members 
Mstep: Class 37 contains 9483 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14948 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20259 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13829 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15340 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22472 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935696.000000 Penalty: 183801.937500
Iteration 375Q: 86 clusters Score -8.59357e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7767 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24903 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12852 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6543 members 
Mstep: Class 37 contains 9483 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 14947 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20271 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13830 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15334 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22458 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935664.000000 Penalty: 183801.937500
Iteration 376Q: 86 clusters Score -8.593566e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7767 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24907 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9391 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12848 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6544 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 14943 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20274 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13838 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15331 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22451 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935696.000000 Penalty: 183801.937500
Iteration 377Q: 86 clusters Score -8.59357e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7767 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24904 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12848 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6546 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 14944 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20275 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13847 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15322 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22451 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935672.000000 Penalty: 183801.937500
Iteration 378Q: 86 clusters Score -8.593567e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7767 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24903 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12848 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6547 members 
Mstep: Class 37 contains 9485 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 14943 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20267 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13859 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15313 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22456 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935664.000000 Penalty: 183801.937500
Iteration 379Q: 86 clusters Score -8.593566e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7766 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24907 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12848 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6549 members 
Mstep: Class 37 contains 9485 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 14939 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20265 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13869 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15303 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19724 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22458 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935672.000000 Penalty: 183801.937500
Iteration 380F: 86 clusters Score -8.593567e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7765 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24903 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12850 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6548 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 14940 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20265 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13877 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15298 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19724 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22459 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935704.000000 Penalty: 183801.937500
Iteration 381Q: 86 clusters Score -8.59357e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7766 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24905 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12849 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6549 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 14936 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20274 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13881 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15289 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19724 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22455 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935608.000000 Penalty: 183801.937500
Iteration 382Q: 86 clusters Score -8.593561e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7765 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24906 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12848 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6549 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4968 members 
Mstep: Class 45 contains 14934 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20279 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13886 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15281 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19724 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22458 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935624.000000 Penalty: 183801.937500
Iteration 383Q: 86 clusters Score -8.593562e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7764 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24906 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12847 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6549 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4967 members 
Mstep: Class 45 contains 14935 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20283 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13892 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15273 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19724 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22459 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935552.000000 Penalty: 183801.937500
Iteration 384Q: 86 clusters Score -8.593555e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7765 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24906 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12844 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6549 members 
Mstep: Class 37 contains 9483 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4966 members 
Mstep: Class 45 contains 14934 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20286 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13897 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15270 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19724 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22459 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935608.000000 Penalty: 183801.937500
Iteration 385Q: 86 clusters Score -8.593561e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7766 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24910 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12841 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6549 members 
Mstep: Class 37 contains 9483 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4967 members 
Mstep: Class 45 contains 14935 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20285 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13907 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15267 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22450 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935584.000000 Penalty: 183801.937500
Iteration 386Q: 86 clusters Score -8.593558e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10434 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7767 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24910 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12841 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6550 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4967 members 
Mstep: Class 45 contains 14934 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20278 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13912 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15262 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19722 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22453 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935536.000000 Penalty: 183801.937500
Iteration 387Q: 86 clusters Score -8.593554e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10434 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7767 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24905 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9389 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12841 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6551 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4967 members 
Mstep: Class 45 contains 14934 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20278 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13915 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15258 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19722 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22457 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935560.000000 Penalty: 183801.937500
Iteration 388Q: 86 clusters Score -8.593556e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10434 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7767 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24908 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12840 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6551 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4967 members 
Mstep: Class 45 contains 14935 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20279 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13918 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15256 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19722 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22454 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935552.000000 Penalty: 183801.937500
Iteration 389Q: 86 clusters Score -8.593555e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10434 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7768 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24909 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12839 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6551 members 
Mstep: Class 37 contains 9483 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4967 members 
Mstep: Class 45 contains 14936 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20282 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2211 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13918 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15250 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22455 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935592.000000 Penalty: 183801.937500
Iteration 390Q: 86 clusters Score -8.593559e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7768 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24907 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12841 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6552 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4966 members 
Mstep: Class 45 contains 14936 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20282 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2212 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13916 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15246 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19722 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22459 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935576.000000 Penalty: 183801.937500
Iteration 391Q: 86 clusters Score -8.593558e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7768 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24907 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12847 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6554 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4966 members 
Mstep: Class 45 contains 14935 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20285 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13911 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15235 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19722 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22465 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935528.000000 Penalty: 183801.937500
Iteration 392Q: 86 clusters Score -8.593553e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7768 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24910 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12852 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6555 members 
Mstep: Class 37 contains 9483 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4966 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20289 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13908 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15220 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19722 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22473 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935512.000000 Penalty: 183801.937500
Iteration 393Q: 86 clusters Score -8.593551e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31437 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7768 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24911 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12855 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6555 members 
Mstep: Class 37 contains 9483 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4966 members 
Mstep: Class 45 contains 14932 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20294 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13909 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15205 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19722 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22479 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935488.000000 Penalty: 183801.937500
Iteration 394Q: 86 clusters Score -8.593549e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7769 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24921 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12857 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6555 members 
Mstep: Class 37 contains 9483 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4966 members 
Mstep: Class 45 contains 14930 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20299 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13914 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15188 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19722 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22475 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935496.000000 Penalty: 183801.937500
Iteration 395Q: 86 clusters Score -8.59355e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7768 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24929 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12859 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6555 members 
Mstep: Class 37 contains 9483 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4966 members 
Mstep: Class 45 contains 14930 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20305 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13922 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15167 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19722 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22474 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935528.000000 Penalty: 183801.937500
Iteration 396Q: 86 clusters Score -8.593553e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7765 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24936 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12854 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6556 members 
Mstep: Class 37 contains 9483 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4966 members 
Mstep: Class 45 contains 14932 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20302 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13934 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15155 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19722 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22478 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935544.000000 Penalty: 183801.937500
Iteration 397Q: 86 clusters Score -8.593554e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7763 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24949 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12853 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6558 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4966 members 
Mstep: Class 45 contains 14931 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3686 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20302 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13940 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15139 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19722 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22479 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935488.000000 Penalty: 183801.937500
Iteration 398Q: 86 clusters Score -8.593549e+07 nChanged 82
Entering ConstructFrom: 
Score: -85935488.000000 Penalty: 183801.937500
Entering ConstructFrom: 
Trying to split cluster 1 (8467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Entering Unmasked Estep 
Score: -1256962.000000 Penalty: 1469.638916
	Iteration 0F: 2 clusters Score -1256962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1250800.375000 Penalty: 2939.277832
	Iteration 0F: 3 clusters Score -1250800 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1252727.500000 Penalty: 2939.277832
	Iteration 1F: 3 clusters Score -1252728 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1252994.250000 Penalty: 2939.277832
	Iteration 2F: 3 clusters Score -1252994 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1253228.000000 Penalty: 2939.277832
	Iteration 3F: 3 clusters Score -1253228 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1253463.875000 Penalty: 2939.277832
	Iteration 4F: 3 clusters Score -1253464 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1253684.750000 Penalty: 2939.277832
	Iteration 5Q: 3 clusters Score -1253685 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1253890.750000 Penalty: 2939.277832
	Iteration 6Q: 3 clusters Score -1253891 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1254111.500000 Penalty: 2939.277832
	Iteration 7Q: 3 clusters Score -1254112 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1254376.500000 Penalty: 2939.277832
	Iteration 8Q: 3 clusters Score -1254376 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1254657.500000 Penalty: 2939.277832
	Iteration 9Q: 3 clusters Score -1254658 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1254877.125000 Penalty: 2939.277832
	Iteration 10Q: 3 clusters Score -1254877 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1255016.375000 Penalty: 2939.277832
	Iteration 11Q: 3 clusters Score -1255016 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1255095.000000 Penalty: 2939.277832
	Iteration 12Q: 3 clusters Score -1255095 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1255154.750000 Penalty: 2939.277832
	Iteration 13Q: 3 clusters Score -1255155 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1255217.750000 Penalty: 2939.277832
	Iteration 14Q: 3 clusters Score -1255218 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1255267.375000 Penalty: 2939.277832
	Iteration 15Q: 3 clusters Score -1255267 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1255302.000000 Penalty: 2939.277832
	Iteration 16Q: 3 clusters Score -1255302 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1255326.000000 Penalty: 2939.277832
	Iteration 17Q: 3 clusters Score -1255326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1255352.625000 Penalty: 2939.277832
	Iteration 18Q: 3 clusters Score -1255353 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1255374.250000 Penalty: 2939.277832
	Iteration 19Q: 3 clusters Score -1255374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1255396.750000 Penalty: 2939.277832
	Iteration 20F: 3 clusters Score -1255397 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1255412.750000 Penalty: 2939.277832
	Iteration 21Q: 3 clusters Score -1255413 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1255434.625000 Penalty: 2939.277832
	Iteration 22Q: 3 clusters Score -1255435 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1255445.375000 Penalty: 2939.277832
	Iteration 23Q: 3 clusters Score -1255445 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1255456.875000 Penalty: 2939.277832
	Iteration 24Q: 3 clusters Score -1255457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1255465.875000 Penalty: 2939.277832
	Iteration 25Q: 3 clusters Score -1255466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1255478.750000 Penalty: 2939.277832
	Iteration 26Q: 3 clusters Score -1255479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1255489.000000 Penalty: 2939.277832
	Iteration 27Q: 3 clusters Score -1255489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1255497.375000 Penalty: 2939.277832
	Iteration 28Q: 3 clusters Score -1255497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1255502.125000 Penalty: 2939.277832
	Iteration 29Q: 3 clusters Score -1255502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1255505.875000 Penalty: 2939.277832
	Iteration 30Q: 3 clusters Score -1255506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1255512.875000 Penalty: 2939.277832
	Iteration 31Q: 3 clusters Score -1255513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1255518.375000 Penalty: 2939.277832
	Iteration 32Q: 3 clusters Score -1255518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1255522.750000 Penalty: 2939.277832
	Iteration 33Q: 3 clusters Score -1255523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1255532.125000 Penalty: 2939.277832
	Iteration 34Q: 3 clusters Score -1255532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1255536.375000 Penalty: 2939.277832
	Iteration 35Q: 3 clusters Score -1255536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1255541.500000 Penalty: 2939.277832
	Iteration 36Q: 3 clusters Score -1255542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1255546.625000 Penalty: 2939.277832
	Iteration 37Q: 3 clusters Score -1255547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1255549.375000 Penalty: 2939.277832
	Iteration 38Q: 3 clusters Score -1255549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1255549.750000 Penalty: 2939.277832
	Iteration 39Q: 3 clusters Score -1255550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1255551.375000 Penalty: 2939.277832
	Iteration 40F: 3 clusters Score -1255551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1255554.000000 Penalty: 2939.277832
	Iteration 41Q: 3 clusters Score -1255554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1255555.750000 Penalty: 2939.277832
	Iteration 42Q: 3 clusters Score -1255556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1255556.125000 Penalty: 2939.277832
	Iteration 43Q: 3 clusters Score -1255556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1255555.625000 Penalty: 2939.277832
	Iteration 44Q: 3 clusters Score -1255556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1255559.625000 Penalty: 2939.277832
	Iteration 45Q: 3 clusters Score -1255560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1255558.625000 Penalty: 2939.277832
	Iteration 46Q: 3 clusters Score -1255559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1255560.875000 Penalty: 2939.277832
	Iteration 47Q: 3 clusters Score -1255561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1255560.500000 Penalty: 2939.277832
	Iteration 48Q: 3 clusters Score -1255560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1255563.000000 Penalty: 2939.277832
	Iteration 49Q: 3 clusters Score -1255563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1255562.375000 Penalty: 2939.277832
	Iteration 50Q: 3 clusters Score -1255562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1255563.250000 Penalty: 2939.277832
	Iteration 51Q: 3 clusters Score -1255563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1255562.875000 Penalty: 2939.277832
	Iteration 52Q: 3 clusters Score -1255563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1255563.750000 Penalty: 2939.277832
	Iteration 53Q: 3 clusters Score -1255564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1255565.250000 Penalty: 2939.277832
	Iteration 54Q: 3 clusters Score -1255565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1255565.750000 Penalty: 2939.277832
	Iteration 55Q: 3 clusters Score -1255566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1255567.000000 Penalty: 2939.277832
	Iteration 56Q: 3 clusters Score -1255567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1255567.500000 Penalty: 2939.277832
	Iteration 57Q: 3 clusters Score -1255568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1255567.500000 Penalty: 2939.277832
	Iteration 58F: 3 clusters Score -1255568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Entering Unmasked Estep 
Score: -1620836.875000 Penalty: 1555.652466
	Iteration 0F: 2 clusters Score -1620837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1610864.000000 Penalty: 3111.304932
	Iteration 0F: 3 clusters Score -1610864 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1614173.000000 Penalty: 3111.304932
	Iteration 1F: 3 clusters Score -1614173 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1614609.375000 Penalty: 3111.304932
	Iteration 2F: 3 clusters Score -1614609 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1615030.625000 Penalty: 3111.304932
	Iteration 3F: 3 clusters Score -1615031 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1615409.375000 Penalty: 3111.304932
	Iteration 4F: 3 clusters Score -1615409 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1615755.500000 Penalty: 3111.304932
	Iteration 5Q: 3 clusters Score -1615756 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1616124.000000 Penalty: 3111.304932
	Iteration 6F: 3 clusters Score -1616124 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1616495.500000 Penalty: 3111.304932
	Iteration 7Q: 3 clusters Score -1616496 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1616960.625000 Penalty: 3111.304932
	Iteration 8Q: 3 clusters Score -1616961 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1617566.875000 Penalty: 3111.304932
	Iteration 9F: 3 clusters Score -1617567 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1618302.500000 Penalty: 3111.304932
	Iteration 10F: 3 clusters Score -1618302 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1618833.750000 Penalty: 3111.304932
	Iteration 11Q: 3 clusters Score -1618834 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1619164.625000 Penalty: 3111.304932
	Iteration 12Q: 3 clusters Score -1619165 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1619340.750000 Penalty: 3111.304932
	Iteration 13Q: 3 clusters Score -1619341 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1619463.000000 Penalty: 3111.304932
	Iteration 14Q: 3 clusters Score -1619463 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1619569.125000 Penalty: 3111.304932
	Iteration 15Q: 3 clusters Score -1619569 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1619646.750000 Penalty: 3111.304932
	Iteration 16Q: 3 clusters Score -1619647 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1619700.375000 Penalty: 3111.304932
	Iteration 17Q: 3 clusters Score -1619700 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1619751.750000 Penalty: 3111.304932
	Iteration 18Q: 3 clusters Score -1619752 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1619795.625000 Penalty: 3111.304932
	Iteration 19Q: 3 clusters Score -1619796 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1619829.000000 Penalty: 3111.304932
	Iteration 20F: 3 clusters Score -1619829 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1619855.375000 Penalty: 3111.304932
	Iteration 21Q: 3 clusters Score -1619855 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1619884.875000 Penalty: 3111.304932
	Iteration 22Q: 3 clusters Score -1619885 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1619905.500000 Penalty: 3111.304932
	Iteration 23Q: 3 clusters Score -1619906 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1619941.125000 Penalty: 3111.304932
	Iteration 24Q: 3 clusters Score -1619941 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1619965.125000 Penalty: 3111.304932
	Iteration 25Q: 3 clusters Score -1619965 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1619990.250000 Penalty: 3111.304932
	Iteration 26Q: 3 clusters Score -1619990 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1620024.125000 Penalty: 3111.304932
	Iteration 27Q: 3 clusters Score -1620024 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1620057.000000 Penalty: 3111.304932
	Iteration 28Q: 3 clusters Score -1620057 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1620074.375000 Penalty: 3111.304932
	Iteration 29Q: 3 clusters Score -1620074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1620074.875000 Penalty: 3111.304932
	Iteration 30Q: 3 clusters Score -1620075 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1620081.375000 Penalty: 3111.304932
	Iteration 31Q: 3 clusters Score -1620081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1620083.000000 Penalty: 3111.304932
	Iteration 32Q: 3 clusters Score -1620083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1620084.875000 Penalty: 3111.304932
	Iteration 33Q: 3 clusters Score -1620085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1620085.625000 Penalty: 3111.304932
	Iteration 34Q: 3 clusters Score -1620086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1620089.250000 Penalty: 3111.304932
	Iteration 35Q: 3 clusters Score -1620089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1620086.625000 Penalty: 3111.304932
	Iteration 36Q: 3 clusters Score -1620087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1620087.000000 Penalty: 3111.304932
	Iteration 37Q: 3 clusters Score -1620087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1620084.750000 Penalty: 3111.304932
	Iteration 38Q: 3 clusters Score -1620085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1620086.125000 Penalty: 3111.304932
	Iteration 39Q: 3 clusters Score -1620086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1620086.125000 Penalty: 3111.304932
	Iteration 40F: 3 clusters Score -1620086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1620085.750000 Penalty: 3111.304932
	Iteration 41Q: 3 clusters Score -1620086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1620087.000000 Penalty: 3111.304932
	Iteration 42Q: 3 clusters Score -1620087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1620087.500000 Penalty: 3111.304932
	Iteration 43Q: 3 clusters Score -1620088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1620087.500000 Penalty: 3111.304932
	Iteration 44Q: 3 clusters Score -1620088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1620087.500000 Penalty: 3111.304932
	Iteration 45F: 3 clusters Score -1620088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -16312.937500 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -16312.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15736.616211 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -15736.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15850.625977 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -15850.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15903.744141 Penalty: 1687.711060
	Iteration 2F: 3 clusters Score -15903.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15916.094727 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -15916.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15916.094727 Penalty: 1687.711060
	Iteration 4F: 3 clusters Score -15916.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Entering Unmasked Estep 
Score: -1554154.625000 Penalty: 1503.568481
	Iteration 0F: 2 clusters Score -1554155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1546882.750000 Penalty: 3007.136963
	Iteration 0F: 3 clusters Score -1546883 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1549648.625000 Penalty: 3007.136963
	Iteration 1F: 3 clusters Score -1549649 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1550244.750000 Penalty: 3007.136963
	Iteration 2F: 3 clusters Score -1550245 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1550732.375000 Penalty: 3007.136963
	Iteration 3F: 3 clusters Score -1550732 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1551138.625000 Penalty: 3007.136963
	Iteration 4F: 3 clusters Score -1551139 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1551473.000000 Penalty: 3007.136963
	Iteration 5F: 3 clusters Score -1551473 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1551752.000000 Penalty: 3007.136963
	Iteration 6Q: 3 clusters Score -1551752 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1552039.750000 Penalty: 3007.136963
	Iteration 7Q: 3 clusters Score -1552040 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1552311.750000 Penalty: 3007.136963
	Iteration 8Q: 3 clusters Score -1552312 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1552624.750000 Penalty: 3007.136963
	Iteration 9Q: 3 clusters Score -1552625 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1552897.375000 Penalty: 3007.136963
	Iteration 10Q: 3 clusters Score -1552897 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1553075.875000 Penalty: 3007.136963
	Iteration 11Q: 3 clusters Score -1553076 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1553185.125000 Penalty: 3007.136963
	Iteration 12Q: 3 clusters Score -1553185 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1553270.375000 Penalty: 3007.136963
	Iteration 13Q: 3 clusters Score -1553270 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1553340.375000 Penalty: 3007.136963
	Iteration 14Q: 3 clusters Score -1553340 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1553383.250000 Penalty: 3007.136963
	Iteration 15Q: 3 clusters Score -1553383 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1553414.125000 Penalty: 3007.136963
	Iteration 16Q: 3 clusters Score -1553414 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1553432.375000 Penalty: 3007.136963
	Iteration 17Q: 3 clusters Score -1553432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1553448.875000 Penalty: 3007.136963
	Iteration 18Q: 3 clusters Score -1553449 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1553460.375000 Penalty: 3007.136963
	Iteration 19Q: 3 clusters Score -1553460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1553469.875000 Penalty: 3007.136963
	Iteration 20F: 3 clusters Score -1553470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1553470.875000 Penalty: 3007.136963
	Iteration 21Q: 3 clusters Score -1553471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1553480.750000 Penalty: 3007.136963
	Iteration 22Q: 3 clusters Score -1553481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1553484.625000 Penalty: 3007.136963
	Iteration 23Q: 3 clusters Score -1553485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1553483.375000 Penalty: 3007.136963
	Iteration 24Q: 3 clusters Score -1553483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1553486.750000 Penalty: 3007.136963
	Iteration 25Q: 3 clusters Score -1553487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1553489.625000 Penalty: 3007.136963
	Iteration 26Q: 3 clusters Score -1553490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1553489.625000 Penalty: 3007.136963
	Iteration 27Q: 3 clusters Score -1553490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1553490.875000 Penalty: 3007.136963
	Iteration 28Q: 3 clusters Score -1553491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1553488.875000 Penalty: 3007.136963
	Iteration 29Q: 3 clusters Score -1553489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1553489.375000 Penalty: 3007.136963
	Iteration 30Q: 3 clusters Score -1553489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1553490.250000 Penalty: 3007.136963
	Iteration 31Q: 3 clusters Score -1553490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1553490.250000 Penalty: 3007.136963
	Iteration 32F: 3 clusters Score -1553490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Entering Unmasked Estep 
Score: -2218251.750000 Penalty: 1558.064941
	Iteration 0F: 2 clusters Score -2218252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2208408.000000 Penalty: 3116.129883
	Iteration 0F: 3 clusters Score -2208408 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2211967.000000 Penalty: 3116.129883
	Iteration 1F: 3 clusters Score -2211967 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2212424.750000 Penalty: 3116.129883
	Iteration 2F: 3 clusters Score -2212425 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2212910.000000 Penalty: 3116.129883
	Iteration 3F: 3 clusters Score -2212910 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2213442.750000 Penalty: 3116.129883
	Iteration 4F: 3 clusters Score -2213443 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2214029.000000 Penalty: 3116.129883
	Iteration 5F: 3 clusters Score -2214029 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2214600.500000 Penalty: 3116.129883
	Iteration 6F: 3 clusters Score -2214600 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2215093.750000 Penalty: 3116.129883
	Iteration 7F: 3 clusters Score -2215094 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2215465.500000 Penalty: 3116.129883
	Iteration 8Q: 3 clusters Score -2215466 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2215740.250000 Penalty: 3116.129883
	Iteration 9Q: 3 clusters Score -2215740 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2215945.250000 Penalty: 3116.129883
	Iteration 10Q: 3 clusters Score -2215945 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2216086.500000 Penalty: 3116.129883
	Iteration 11Q: 3 clusters Score -2216086 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2216192.750000 Penalty: 3116.129883
	Iteration 12Q: 3 clusters Score -2216193 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2216269.000000 Penalty: 3116.129883
	Iteration 13Q: 3 clusters Score -2216269 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2216318.250000 Penalty: 3116.129883
	Iteration 14Q: 3 clusters Score -2216318 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2216370.500000 Penalty: 3116.129883
	Iteration 15Q: 3 clusters Score -2216370 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2216403.250000 Penalty: 3116.129883
	Iteration 16Q: 3 clusters Score -2216403 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2216461.500000 Penalty: 3116.129883
	Iteration 17Q: 3 clusters Score -2216462 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2216506.000000 Penalty: 3116.129883
	Iteration 18Q: 3 clusters Score -2216506 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2216560.750000 Penalty: 3116.129883
	Iteration 19Q: 3 clusters Score -2216561 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2216593.000000 Penalty: 3116.129883
	Iteration 20F: 3 clusters Score -2216593 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2216617.250000 Penalty: 3116.129883
	Iteration 21Q: 3 clusters Score -2216617 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2216654.250000 Penalty: 3116.129883
	Iteration 22Q: 3 clusters Score -2216654 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2216679.500000 Penalty: 3116.129883
	Iteration 23Q: 3 clusters Score -2216680 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2216705.750000 Penalty: 3116.129883
	Iteration 24Q: 3 clusters Score -2216706 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2216723.500000 Penalty: 3116.129883
	Iteration 25Q: 3 clusters Score -2216724 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2216739.250000 Penalty: 3116.129883
	Iteration 26Q: 3 clusters Score -2216739 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2216756.750000 Penalty: 3116.129883
	Iteration 27Q: 3 clusters Score -2216757 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2216779.000000 Penalty: 3116.129883
	Iteration 28Q: 3 clusters Score -2216779 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2216798.000000 Penalty: 3116.129883
	Iteration 29Q: 3 clusters Score -2216798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2216802.000000 Penalty: 3116.129883
	Iteration 30Q: 3 clusters Score -2216802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2216813.000000 Penalty: 3116.129883
	Iteration 31Q: 3 clusters Score -2216813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2216818.500000 Penalty: 3116.129883
	Iteration 32Q: 3 clusters Score -2216818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2216827.000000 Penalty: 3116.129883
	Iteration 33Q: 3 clusters Score -2216827 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2216835.250000 Penalty: 3116.129883
	Iteration 34Q: 3 clusters Score -2216835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2216845.250000 Penalty: 3116.129883
	Iteration 35Q: 3 clusters Score -2216845 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2216858.000000 Penalty: 3116.129883
	Iteration 36Q: 3 clusters Score -2216858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2216872.500000 Penalty: 3116.129883
	Iteration 37Q: 3 clusters Score -2216872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2216880.000000 Penalty: 3116.129883
	Iteration 38Q: 3 clusters Score -2216880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2216887.500000 Penalty: 3116.129883
	Iteration 39Q: 3 clusters Score -2216888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2216890.000000 Penalty: 3116.129883
	Iteration 40F: 3 clusters Score -2216890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2216893.500000 Penalty: 3116.129883
	Iteration 41Q: 3 clusters Score -2216894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2216893.250000 Penalty: 3116.129883
	Iteration 42Q: 3 clusters Score -2216893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2216897.500000 Penalty: 3116.129883
	Iteration 43Q: 3 clusters Score -2216898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2216898.000000 Penalty: 3116.129883
	Iteration 44Q: 3 clusters Score -2216898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2216899.500000 Penalty: 3116.129883
	Iteration 45Q: 3 clusters Score -2216900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2216902.500000 Penalty: 3116.129883
	Iteration 46Q: 3 clusters Score -2216902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2216900.500000 Penalty: 3116.129883
	Iteration 47Q: 3 clusters Score -2216900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2216901.000000 Penalty: 3116.129883
	Iteration 48Q: 3 clusters Score -2216901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2216904.000000 Penalty: 3116.129883
	Iteration 49Q: 3 clusters Score -2216904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2216902.500000 Penalty: 3116.129883
	Iteration 50Q: 3 clusters Score -2216902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2216902.750000 Penalty: 3116.129883
	Iteration 51Q: 3 clusters Score -2216903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2216902.750000 Penalty: 3116.129883
	Iteration 52F: 3 clusters Score -2216903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Entering Unmasked Estep 
Score: -938491.000000 Penalty: 1431.335693
	Iteration 0F: 2 clusters Score -938491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -933452.875000 Penalty: 2862.671387
	Iteration 0F: 3 clusters Score -933452.9 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -934931.687500 Penalty: 2862.671387
	Iteration 1F: 3 clusters Score -934931.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -935127.062500 Penalty: 2862.671387
	Iteration 2F: 3 clusters Score -935127.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -935276.625000 Penalty: 2862.671387
	Iteration 3F: 3 clusters Score -935276.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -935387.312500 Penalty: 2862.671387
	Iteration 4Q: 3 clusters Score -935387.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -935492.437500 Penalty: 2862.671387
	Iteration 5Q: 3 clusters Score -935492.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -935592.500000 Penalty: 2862.671387
	Iteration 6Q: 3 clusters Score -935592.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -935691.437500 Penalty: 2862.671387
	Iteration 7Q: 3 clusters Score -935691.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -935789.562500 Penalty: 2862.671387
	Iteration 8Q: 3 clusters Score -935789.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -935882.312500 Penalty: 2862.671387
	Iteration 9Q: 3 clusters Score -935882.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -935970.812500 Penalty: 2862.671387
	Iteration 10Q: 3 clusters Score -935970.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -936052.062500 Penalty: 2862.671387
	Iteration 11Q: 3 clusters Score -936052.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -936133.000000 Penalty: 2862.671387
	Iteration 12Q: 3 clusters Score -936133 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -936229.312500 Penalty: 2862.671387
	Iteration 13Q: 3 clusters Score -936229.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -936328.000000 Penalty: 2862.671387
	Iteration 14Q: 3 clusters Score -936328 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -936422.875000 Penalty: 2862.671387
	Iteration 15Q: 3 clusters Score -936422.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -936509.125000 Penalty: 2862.671387
	Iteration 16Q: 3 clusters Score -936509.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -936583.187500 Penalty: 2862.671387
	Iteration 17Q: 3 clusters Score -936583.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -936637.000000 Penalty: 2862.671387
	Iteration 18Q: 3 clusters Score -936637 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -936675.187500 Penalty: 2862.671387
	Iteration 19Q: 3 clusters Score -936675.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -936707.062500 Penalty: 2862.671387
	Iteration 20F: 3 clusters Score -936707.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -936734.562500 Penalty: 2862.671387
	Iteration 21Q: 3 clusters Score -936734.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -936753.250000 Penalty: 2862.671387
	Iteration 22Q: 3 clusters Score -936753.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -936773.500000 Penalty: 2862.671387
	Iteration 23Q: 3 clusters Score -936773.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -936785.250000 Penalty: 2862.671387
	Iteration 24Q: 3 clusters Score -936785.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -936794.250000 Penalty: 2862.671387
	Iteration 25Q: 3 clusters Score -936794.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -936802.375000 Penalty: 2862.671387
	Iteration 26Q: 3 clusters Score -936802.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -936806.500000 Penalty: 2862.671387
	Iteration 27Q: 3 clusters Score -936806.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -936810.500000 Penalty: 2862.671387
	Iteration 28Q: 3 clusters Score -936810.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -936813.250000 Penalty: 2862.671387
	Iteration 29Q: 3 clusters Score -936813.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -936820.812500 Penalty: 2862.671387
	Iteration 30Q: 3 clusters Score -936820.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -936827.812500 Penalty: 2862.671387
	Iteration 31Q: 3 clusters Score -936827.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -936838.062500 Penalty: 2862.671387
	Iteration 32Q: 3 clusters Score -936838.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -936846.562500 Penalty: 2862.671387
	Iteration 33Q: 3 clusters Score -936846.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -936853.125000 Penalty: 2862.671387
	Iteration 34Q: 3 clusters Score -936853.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -936860.312500 Penalty: 2862.671387
	Iteration 35Q: 3 clusters Score -936860.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -936864.750000 Penalty: 2862.671387
	Iteration 36Q: 3 clusters Score -936864.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -936873.187500 Penalty: 2862.671387
	Iteration 37Q: 3 clusters Score -936873.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -936876.125000 Penalty: 2862.671387
	Iteration 38Q: 3 clusters Score -936876.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -936881.062500 Penalty: 2862.671387
	Iteration 39Q: 3 clusters Score -936881.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -936884.812500 Penalty: 2862.671387
	Iteration 40F: 3 clusters Score -936884.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -936890.125000 Penalty: 2862.671387
	Iteration 41Q: 3 clusters Score -936890.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -936892.625000 Penalty: 2862.671387
	Iteration 42Q: 3 clusters Score -936892.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -936897.750000 Penalty: 2862.671387
	Iteration 43Q: 3 clusters Score -936897.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -936904.562500 Penalty: 2862.671387
	Iteration 44Q: 3 clusters Score -936904.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -936911.937500 Penalty: 2862.671387
	Iteration 45Q: 3 clusters Score -936911.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -936917.812500 Penalty: 2862.671387
	Iteration 46Q: 3 clusters Score -936917.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -936922.625000 Penalty: 2862.671387
	Iteration 47Q: 3 clusters Score -936922.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -936926.875000 Penalty: 2862.671387
	Iteration 48Q: 3 clusters Score -936926.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -936932.000000 Penalty: 2862.671387
	Iteration 49Q: 3 clusters Score -936932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -936937.000000 Penalty: 2862.671387
	Iteration 50Q: 3 clusters Score -936937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -936945.875000 Penalty: 2862.671387
	Iteration 51Q: 3 clusters Score -936945.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -936955.937500 Penalty: 2862.671387
	Iteration 52Q: 3 clusters Score -936955.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -936968.625000 Penalty: 2862.671387
	Iteration 53Q: 3 clusters Score -936968.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -936978.375000 Penalty: 2862.671387
	Iteration 54Q: 3 clusters Score -936978.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -936989.187500 Penalty: 2862.671387
	Iteration 55Q: 3 clusters Score -936989.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -937000.875000 Penalty: 2862.671387
	Iteration 56Q: 3 clusters Score -937000.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -937017.375000 Penalty: 2862.671387
	Iteration 57Q: 3 clusters Score -937017.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -937038.250000 Penalty: 2862.671387
	Iteration 58Q: 3 clusters Score -937038.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -937056.437500 Penalty: 2862.671387
	Iteration 59Q: 3 clusters Score -937056.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -937077.875000 Penalty: 2862.671387
	Iteration 60F: 3 clusters Score -937077.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -937100.125000 Penalty: 2862.671387
	Iteration 61Q: 3 clusters Score -937100.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -937121.437500 Penalty: 2862.671387
	Iteration 62Q: 3 clusters Score -937121.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -937141.187500 Penalty: 2862.671387
	Iteration 63Q: 3 clusters Score -937141.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -937166.625000 Penalty: 2862.671387
	Iteration 64Q: 3 clusters Score -937166.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -937192.000000 Penalty: 2862.671387
	Iteration 65Q: 3 clusters Score -937192 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -937211.250000 Penalty: 2862.671387
	Iteration 66Q: 3 clusters Score -937211.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -937227.937500 Penalty: 2862.671387
	Iteration 67Q: 3 clusters Score -937227.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -937244.562500 Penalty: 2862.671387
	Iteration 68Q: 3 clusters Score -937244.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -937258.125000 Penalty: 2862.671387
	Iteration 69Q: 3 clusters Score -937258.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -937269.312500 Penalty: 2862.671387
	Iteration 70Q: 3 clusters Score -937269.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -937283.562500 Penalty: 2862.671387
	Iteration 71Q: 3 clusters Score -937283.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -937293.687500 Penalty: 2862.671387
	Iteration 72Q: 3 clusters Score -937293.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -937306.312500 Penalty: 2862.671387
	Iteration 73Q: 3 clusters Score -937306.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -937315.750000 Penalty: 2862.671387
	Iteration 74Q: 3 clusters Score -937315.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -937327.062500 Penalty: 2862.671387
	Iteration 75Q: 3 clusters Score -937327.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -937340.500000 Penalty: 2862.671387
	Iteration 76Q: 3 clusters Score -937340.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -937354.062500 Penalty: 2862.671387
	Iteration 77Q: 3 clusters Score -937354.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -937361.937500 Penalty: 2862.671387
	Iteration 78Q: 3 clusters Score -937361.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -937367.625000 Penalty: 2862.671387
	Iteration 79Q: 3 clusters Score -937367.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -937375.312500 Penalty: 2862.671387
	Iteration 80F: 3 clusters Score -937375.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -937383.187500 Penalty: 2862.671387
	Iteration 81Q: 3 clusters Score -937383.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -937395.437500 Penalty: 2862.671387
	Iteration 82Q: 3 clusters Score -937395.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -937424.062500 Penalty: 2862.671387
	Iteration 83Q: 3 clusters Score -937424.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -937453.625000 Penalty: 2862.671387
	Iteration 84Q: 3 clusters Score -937453.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -937479.062500 Penalty: 2862.671387
	Iteration 85Q: 3 clusters Score -937479.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -937502.000000 Penalty: 2862.671387
	Iteration 86Q: 3 clusters Score -937502 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -937530.250000 Penalty: 2862.671387
	Iteration 87Q: 3 clusters Score -937530.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -937564.875000 Penalty: 2862.671387
	Iteration 88Q: 3 clusters Score -937564.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -937602.500000 Penalty: 2862.671387
	Iteration 89Q: 3 clusters Score -937602.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -937641.500000 Penalty: 2862.671387
	Iteration 90Q: 3 clusters Score -937641.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -937689.250000 Penalty: 2862.671387
	Iteration 91Q: 3 clusters Score -937689.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -937745.625000 Penalty: 2862.671387
	Iteration 92Q: 3 clusters Score -937745.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -937791.687500 Penalty: 2862.671387
	Iteration 93Q: 3 clusters Score -937791.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -937830.437500 Penalty: 2862.671387
	Iteration 94Q: 3 clusters Score -937830.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -937866.250000 Penalty: 2862.671387
	Iteration 95Q: 3 clusters Score -937866.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -937906.125000 Penalty: 2862.671387
	Iteration 96Q: 3 clusters Score -937906.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -937930.625000 Penalty: 2862.671387
	Iteration 97Q: 3 clusters Score -937930.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -937955.125000 Penalty: 2862.671387
	Iteration 98Q: 3 clusters Score -937955.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -937972.437500 Penalty: 2862.671387
	Iteration 99Q: 3 clusters Score -937972.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -937991.187500 Penalty: 2862.671387
	Iteration 100F: 3 clusters Score -937991.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -938006.125000 Penalty: 2862.671387
	Iteration 101Q: 3 clusters Score -938006.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -938012.937500 Penalty: 2862.671387
	Iteration 102Q: 3 clusters Score -938012.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -938019.812500 Penalty: 2862.671387
	Iteration 103Q: 3 clusters Score -938019.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -938025.562500 Penalty: 2862.671387
	Iteration 104Q: 3 clusters Score -938025.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -938028.687500 Penalty: 2862.671387
	Iteration 105Q: 3 clusters Score -938028.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -938034.125000 Penalty: 2862.671387
	Iteration 106Q: 3 clusters Score -938034.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -938039.062500 Penalty: 2862.671387
	Iteration 107Q: 3 clusters Score -938039.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -938043.562500 Penalty: 2862.671387
	Iteration 108Q: 3 clusters Score -938043.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -938045.125000 Penalty: 2862.671387
	Iteration 109Q: 3 clusters Score -938045.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -938048.812500 Penalty: 2862.671387
	Iteration 110Q: 3 clusters Score -938048.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -938050.125000 Penalty: 2862.671387
	Iteration 111Q: 3 clusters Score -938050.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -938049.875000 Penalty: 2862.671387
	Iteration 112Q: 3 clusters Score -938049.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -938050.750000 Penalty: 2862.671387
	Iteration 113Q: 3 clusters Score -938050.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -938051.000000 Penalty: 2862.671387
	Iteration 114Q: 3 clusters Score -938051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -938052.187500 Penalty: 2862.671387
	Iteration 115Q: 3 clusters Score -938052.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -938052.312500 Penalty: 2862.671387
	Iteration 116Q: 3 clusters Score -938052.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -938051.562500 Penalty: 2862.671387
	Iteration 117Q: 3 clusters Score -938051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -938052.937500 Penalty: 2862.671387
	Iteration 118Q: 3 clusters Score -938052.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -938052.937500 Penalty: 2862.671387
	Iteration 119F: 3 clusters Score -938052.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -108245.664062 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -108245.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -107005.929688 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -107005.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -107298.265625 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -107298.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -107542.671875 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -107542.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -107736.796875 Penalty: 2167.174072
	Iteration 3F: 3 clusters Score -107736.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -107879.976562 Penalty: 2167.174072
	Iteration 4F: 3 clusters Score -107880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -108057.687500 Penalty: 2167.174072
	Iteration 5Q: 3 clusters Score -108057.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -108185.703125 Penalty: 2167.174072
	Iteration 6Q: 3 clusters Score -108185.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -108275.218750 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -108275.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -108312.859375 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -108312.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -108336.906250 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -108336.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -108362.984375 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -108363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -108384.976562 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -108385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -108403.250000 Penalty: 2167.174072
	Iteration 12Q: 3 clusters Score -108403.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -108430.265625 Penalty: 2167.174072
	Iteration 13Q: 3 clusters Score -108430.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -108457.039062 Penalty: 2167.174072
	Iteration 14Q: 3 clusters Score -108457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -108470.718750 Penalty: 2167.174072
	Iteration 15Q: 3 clusters Score -108470.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -108484.500000 Penalty: 2167.174072
	Iteration 16Q: 3 clusters Score -108484.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -108493.203125 Penalty: 2167.174072
	Iteration 17Q: 3 clusters Score -108493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -108494.031250 Penalty: 2167.174072
	Iteration 18Q: 3 clusters Score -108494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -108494.031250 Penalty: 2167.174072
	Iteration 19F: 3 clusters Score -108494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 535 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7760 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24965 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12853 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6556 members 
Mstep: Class 37 contains 9485 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4965 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3687 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20308 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13946 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15117 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19722 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22477 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Mstep: Class 86 contains 252 members 
Entering Unmasked Estep 
Score: -85934760.000000 Penalty: 185964.312500
Splitting cluster 7 changes total score from -85935488.000000 to -85934760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (31436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Entering Unmasked Estep 
Score: -4776680.000000 Penalty: 1682.802734
	Iteration 0F: 2 clusters Score -4776680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -4758193.500000 Penalty: 3365.605469
	Iteration 0F: 3 clusters Score -4758194 nChanged 14443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -4766350.500000 Penalty: 3365.605469
	Iteration 1F: 3 clusters Score -4766350 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -4766949.500000 Penalty: 3365.605469
	Iteration 2F: 3 clusters Score -4766950 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -4767575.500000 Penalty: 3365.605469
	Iteration 3F: 3 clusters Score -4767576 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -4768215.500000 Penalty: 3365.605469
	Iteration 4F: 3 clusters Score -4768216 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -4768813.500000 Penalty: 3365.605469
	Iteration 5Q: 3 clusters Score -4768814 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -4769332.000000 Penalty: 3365.605469
	Iteration 6Q: 3 clusters Score -4769332 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -4769798.000000 Penalty: 3365.605469
	Iteration 7Q: 3 clusters Score -4769798 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -4770241.500000 Penalty: 3365.605469
	Iteration 8Q: 3 clusters Score -4770242 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -4770643.500000 Penalty: 3365.605469
	Iteration 9Q: 3 clusters Score -4770644 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -4771008.000000 Penalty: 3365.605469
	Iteration 10Q: 3 clusters Score -4771008 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -4771328.500000 Penalty: 3365.605469
	Iteration 11Q: 3 clusters Score -4771328 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -4771588.000000 Penalty: 3365.605469
	Iteration 12Q: 3 clusters Score -4771588 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -4771823.500000 Penalty: 3365.605469
	Iteration 13Q: 3 clusters Score -4771824 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -4772093.500000 Penalty: 3365.605469
	Iteration 14Q: 3 clusters Score -4772094 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -4772396.000000 Penalty: 3365.605469
	Iteration 15Q: 3 clusters Score -4772396 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -4772714.500000 Penalty: 3365.605469
	Iteration 16Q: 3 clusters Score -4772714 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -4773021.000000 Penalty: 3365.605469
	Iteration 17Q: 3 clusters Score -4773021 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -4773285.500000 Penalty: 3365.605469
	Iteration 18Q: 3 clusters Score -4773286 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -4773443.500000 Penalty: 3365.605469
	Iteration 19Q: 3 clusters Score -4773444 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -4773495.000000 Penalty: 3365.605469
	Iteration 20F: 3 clusters Score -4773495 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -4773581.500000 Penalty: 3365.605469
	Iteration 21Q: 3 clusters Score -4773582 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -4773729.500000 Penalty: 3365.605469
	Iteration 22Q: 3 clusters Score -4773730 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -4773919.500000 Penalty: 3365.605469
	Iteration 23Q: 3 clusters Score -4773920 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -4774046.000000 Penalty: 3365.605469
	Iteration 24Q: 3 clusters Score -4774046 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -4774144.000000 Penalty: 3365.605469
	Iteration 25Q: 3 clusters Score -4774144 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -4774260.500000 Penalty: 3365.605469
	Iteration 26Q: 3 clusters Score -4774260 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -4774335.500000 Penalty: 3365.605469
	Iteration 27Q: 3 clusters Score -4774336 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -4774444.500000 Penalty: 3365.605469
	Iteration 28Q: 3 clusters Score -4774444 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -4774644.500000 Penalty: 3365.605469
	Iteration 29Q: 3 clusters Score -4774644 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -4774840.500000 Penalty: 3365.605469
	Iteration 30Q: 3 clusters Score -4774840 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -4774962.000000 Penalty: 3365.605469
	Iteration 31Q: 3 clusters Score -4774962 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -4775088.500000 Penalty: 3365.605469
	Iteration 32Q: 3 clusters Score -4775088 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -4775183.500000 Penalty: 3365.605469
	Iteration 33Q: 3 clusters Score -4775184 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4775296.500000 Penalty: 3365.605469
	Iteration 34Q: 3 clusters Score -4775296 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4775338.500000 Penalty: 3365.605469
	Iteration 35Q: 3 clusters Score -4775338 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4775372.500000 Penalty: 3365.605469
	Iteration 36Q: 3 clusters Score -4775372 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4775390.000000 Penalty: 3365.605469
	Iteration 37Q: 3 clusters Score -4775390 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4775408.000000 Penalty: 3365.605469
	Iteration 38Q: 3 clusters Score -4775408 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4775426.500000 Penalty: 3365.605469
	Iteration 39Q: 3 clusters Score -4775426 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4775463.000000 Penalty: 3365.605469
	Iteration 40F: 3 clusters Score -4775463 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4775494.500000 Penalty: 3365.605469
	Iteration 41Q: 3 clusters Score -4775494 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4775508.500000 Penalty: 3365.605469
	Iteration 42Q: 3 clusters Score -4775508 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4775531.500000 Penalty: 3365.605469
	Iteration 43Q: 3 clusters Score -4775532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4775551.500000 Penalty: 3365.605469
	Iteration 44Q: 3 clusters Score -4775552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4775547.500000 Penalty: 3365.605469
	Iteration 45Q: 3 clusters Score -4775548 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4775553.500000 Penalty: 3365.605469
	Iteration 46Q: 3 clusters Score -4775554 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4775550.500000 Penalty: 3365.605469
	Iteration 47Q: 3 clusters Score -4775550 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4775565.000000 Penalty: 3365.605469
	Iteration 48Q: 3 clusters Score -4775565 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4775589.000000 Penalty: 3365.605469
	Iteration 49Q: 3 clusters Score -4775589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4775587.500000 Penalty: 3365.605469
	Iteration 50Q: 3 clusters Score -4775588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4775588.500000 Penalty: 3365.605469
	Iteration 51Q: 3 clusters Score -4775588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4775579.500000 Penalty: 3365.605469
	Iteration 52Q: 3 clusters Score -4775580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4775594.000000 Penalty: 3365.605469
	Iteration 53Q: 3 clusters Score -4775594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4775610.000000 Penalty: 3365.605469
	Iteration 54Q: 3 clusters Score -4775610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4775607.000000 Penalty: 3365.605469
	Iteration 55Q: 3 clusters Score -4775607 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4775607.000000 Penalty: 3365.605469
	Iteration 56Q: 3 clusters Score -4775607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4775621.500000 Penalty: 3365.605469
	Iteration 57Q: 3 clusters Score -4775622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4775639.500000 Penalty: 3365.605469
	Iteration 58Q: 3 clusters Score -4775640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4775634.500000 Penalty: 3365.605469
	Iteration 59Q: 3 clusters Score -4775634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4775635.500000 Penalty: 3365.605469
	Iteration 60F: 3 clusters Score -4775636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4775626.500000 Penalty: 3365.605469
	Iteration 61Q: 3 clusters Score -4775626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4775629.000000 Penalty: 3365.605469
	Iteration 62Q: 3 clusters Score -4775629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4775629.000000 Penalty: 3365.605469
	Iteration 63Q: 3 clusters Score -4775629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4775642.000000 Penalty: 3365.605469
	Iteration 64Q: 3 clusters Score -4775642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4775639.500000 Penalty: 3365.605469
	Iteration 65Q: 3 clusters Score -4775640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4775642.000000 Penalty: 3365.605469
	Iteration 66Q: 3 clusters Score -4775642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4775639.500000 Penalty: 3365.605469
	Iteration 67Q: 3 clusters Score -4775640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4775632.000000 Penalty: 3365.605469
	Iteration 68Q: 3 clusters Score -4775632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4775636.000000 Penalty: 3365.605469
	Iteration 69Q: 3 clusters Score -4775636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4775636.000000 Penalty: 3365.605469
	Iteration 70F: 3 clusters Score -4775636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -133104.421875 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -133104.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -131634.109375 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -131634.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -132040.968750 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -132041 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -132239.125000 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -132239.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -132365.000000 Penalty: 2276.586670
	Iteration 3F: 3 clusters Score -132365 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -132451.796875 Penalty: 2276.586670
	Iteration 4F: 3 clusters Score -132451.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -132557.546875 Penalty: 2276.586670
	Iteration 5Q: 3 clusters Score -132557.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -132618.187500 Penalty: 2276.586670
	Iteration 6Q: 3 clusters Score -132618.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -132647.203125 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -132647.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -132655.984375 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -132656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -132665.421875 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -132665.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -132674.468750 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -132674.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -132685.640625 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -132685.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -132691.437500 Penalty: 2276.586670
	Iteration 12Q: 3 clusters Score -132691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -132692.828125 Penalty: 2276.586670
	Iteration 13Q: 3 clusters Score -132692.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -132693.875000 Penalty: 2276.586670
	Iteration 14F: 3 clusters Score -132693.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -132701.500000 Penalty: 2276.586670
	Iteration 15Q: 3 clusters Score -132701.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -132711.250000 Penalty: 2276.586670
	Iteration 16Q: 3 clusters Score -132711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -132720.609375 Penalty: 2276.586670
	Iteration 17Q: 3 clusters Score -132720.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -132728.140625 Penalty: 2276.586670
	Iteration 18Q: 3 clusters Score -132728.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -132735.296875 Penalty: 2276.586670
	Iteration 19Q: 3 clusters Score -132735.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -132739.218750 Penalty: 2276.586670
	Iteration 20F: 3 clusters Score -132739.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -132739.531250 Penalty: 2276.586670
	Iteration 21Q: 3 clusters Score -132739.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -132740.640625 Penalty: 2276.586670
	Iteration 22Q: 3 clusters Score -132740.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -132740.640625 Penalty: 2276.586670
	Iteration 23F: 3 clusters Score -132740.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -221198.218750 Penalty: 1211.109619
	Iteration 0F: 2 clusters Score -221198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -219246.890625 Penalty: 2422.219238
	Iteration 0F: 3 clusters Score -219246.9 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -219648.421875 Penalty: 2422.219238
	Iteration 1F: 3 clusters Score -219648.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -219771.984375 Penalty: 2422.219238
	Iteration 2F: 3 clusters Score -219772 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -219850.625000 Penalty: 2422.219238
	Iteration 3Q: 3 clusters Score -219850.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -219919.453125 Penalty: 2422.219238
	Iteration 4Q: 3 clusters Score -219919.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -219976.968750 Penalty: 2422.219238
	Iteration 5Q: 3 clusters Score -219977 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -220041.015625 Penalty: 2422.219238
	Iteration 6Q: 3 clusters Score -220041 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -220109.078125 Penalty: 2422.219238
	Iteration 7Q: 3 clusters Score -220109.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -220163.484375 Penalty: 2422.219238
	Iteration 8Q: 3 clusters Score -220163.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -220198.000000 Penalty: 2422.219238
	Iteration 9Q: 3 clusters Score -220198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -220215.328125 Penalty: 2422.219238
	Iteration 10Q: 3 clusters Score -220215.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -220224.437500 Penalty: 2422.219238
	Iteration 11Q: 3 clusters Score -220224.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -220230.734375 Penalty: 2422.219238
	Iteration 12Q: 3 clusters Score -220230.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -220237.609375 Penalty: 2422.219238
	Iteration 13Q: 3 clusters Score -220237.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -220242.375000 Penalty: 2422.219238
	Iteration 14Q: 3 clusters Score -220242.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -220245.765625 Penalty: 2422.219238
	Iteration 15Q: 3 clusters Score -220245.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -220249.656250 Penalty: 2422.219238
	Iteration 16Q: 3 clusters Score -220249.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -220255.234375 Penalty: 2422.219238
	Iteration 17Q: 3 clusters Score -220255.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -220258.234375 Penalty: 2422.219238
	Iteration 18Q: 3 clusters Score -220258.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -220260.562500 Penalty: 2422.219238
	Iteration 19Q: 3 clusters Score -220260.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -220262.906250 Penalty: 2422.219238
	Iteration 20F: 3 clusters Score -220262.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -220264.843750 Penalty: 2422.219238
	Iteration 21Q: 3 clusters Score -220264.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -220267.562500 Penalty: 2422.219238
	Iteration 22Q: 3 clusters Score -220267.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -220270.828125 Penalty: 2422.219238
	Iteration 23Q: 3 clusters Score -220270.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -220272.562500 Penalty: 2422.219238
	Iteration 24Q: 3 clusters Score -220272.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -220272.562500 Penalty: 2422.219238
	Iteration 25F: 3 clusters Score -220272.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Entering Unmasked Estep 
Score: -838245.687500 Penalty: 1415.395264
	Iteration 0F: 2 clusters Score -838245.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -833696.687500 Penalty: 2830.790527
	Iteration 0F: 3 clusters Score -833696.7 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -835031.937500 Penalty: 2830.790527
	Iteration 1F: 3 clusters Score -835031.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -835263.000000 Penalty: 2830.790527
	Iteration 2F: 3 clusters Score -835263 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -835422.250000 Penalty: 2830.790527
	Iteration 3F: 3 clusters Score -835422.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -835517.687500 Penalty: 2830.790527
	Iteration 4Q: 3 clusters Score -835517.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -835599.562500 Penalty: 2830.790527
	Iteration 5Q: 3 clusters Score -835599.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -835668.437500 Penalty: 2830.790527
	Iteration 6Q: 3 clusters Score -835668.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -835715.187500 Penalty: 2830.790527
	Iteration 7Q: 3 clusters Score -835715.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -835752.750000 Penalty: 2830.790527
	Iteration 8Q: 3 clusters Score -835752.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -835794.687500 Penalty: 2830.790527
	Iteration 9Q: 3 clusters Score -835794.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -835832.812500 Penalty: 2830.790527
	Iteration 10Q: 3 clusters Score -835832.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -835857.687500 Penalty: 2830.790527
	Iteration 11Q: 3 clusters Score -835857.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -835881.750000 Penalty: 2830.790527
	Iteration 12Q: 3 clusters Score -835881.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -835906.562500 Penalty: 2830.790527
	Iteration 13Q: 3 clusters Score -835906.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -835939.500000 Penalty: 2830.790527
	Iteration 14Q: 3 clusters Score -835939.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -835966.312500 Penalty: 2830.790527
	Iteration 15Q: 3 clusters Score -835966.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -835987.437500 Penalty: 2830.790527
	Iteration 16Q: 3 clusters Score -835987.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -836006.875000 Penalty: 2830.790527
	Iteration 17Q: 3 clusters Score -836006.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -836026.375000 Penalty: 2830.790527
	Iteration 18Q: 3 clusters Score -836026.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -836047.312500 Penalty: 2830.790527
	Iteration 19Q: 3 clusters Score -836047.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -836067.125000 Penalty: 2830.790527
	Iteration 20F: 3 clusters Score -836067.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -836088.875000 Penalty: 2830.790527
	Iteration 21Q: 3 clusters Score -836088.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -836108.312500 Penalty: 2830.790527
	Iteration 22Q: 3 clusters Score -836108.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -836128.375000 Penalty: 2830.790527
	Iteration 23Q: 3 clusters Score -836128.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -836147.187500 Penalty: 2830.790527
	Iteration 24Q: 3 clusters Score -836147.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -836164.125000 Penalty: 2830.790527
	Iteration 25Q: 3 clusters Score -836164.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -836173.500000 Penalty: 2830.790527
	Iteration 26Q: 3 clusters Score -836173.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -836181.000000 Penalty: 2830.790527
	Iteration 27Q: 3 clusters Score -836181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -836188.500000 Penalty: 2830.790527
	Iteration 28Q: 3 clusters Score -836188.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -836193.562500 Penalty: 2830.790527
	Iteration 29Q: 3 clusters Score -836193.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -836198.437500 Penalty: 2830.790527
	Iteration 30Q: 3 clusters Score -836198.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -836205.125000 Penalty: 2830.790527
	Iteration 31Q: 3 clusters Score -836205.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -836214.625000 Penalty: 2830.790527
	Iteration 32Q: 3 clusters Score -836214.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -836224.000000 Penalty: 2830.790527
	Iteration 33Q: 3 clusters Score -836224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -836231.250000 Penalty: 2830.790527
	Iteration 34Q: 3 clusters Score -836231.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -836239.875000 Penalty: 2830.790527
	Iteration 35Q: 3 clusters Score -836239.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -836248.937500 Penalty: 2830.790527
	Iteration 36Q: 3 clusters Score -836248.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -836254.875000 Penalty: 2830.790527
	Iteration 37Q: 3 clusters Score -836254.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -836260.812500 Penalty: 2830.790527
	Iteration 38Q: 3 clusters Score -836260.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -836265.875000 Penalty: 2830.790527
	Iteration 39Q: 3 clusters Score -836265.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -836270.875000 Penalty: 2830.790527
	Iteration 40F: 3 clusters Score -836270.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -836273.937500 Penalty: 2830.790527
	Iteration 41Q: 3 clusters Score -836273.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -836277.625000 Penalty: 2830.790527
	Iteration 42Q: 3 clusters Score -836277.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -836284.625000 Penalty: 2830.790527
	Iteration 43Q: 3 clusters Score -836284.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -836294.375000 Penalty: 2830.790527
	Iteration 44Q: 3 clusters Score -836294.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -836298.750000 Penalty: 2830.790527
	Iteration 45Q: 3 clusters Score -836298.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -836306.750000 Penalty: 2830.790527
	Iteration 46Q: 3 clusters Score -836306.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -836315.812500 Penalty: 2830.790527
	Iteration 47Q: 3 clusters Score -836315.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -836320.500000 Penalty: 2830.790527
	Iteration 48Q: 3 clusters Score -836320.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -836328.250000 Penalty: 2830.790527
	Iteration 49Q: 3 clusters Score -836328.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -836334.875000 Penalty: 2830.790527
	Iteration 50Q: 3 clusters Score -836334.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -836342.062500 Penalty: 2830.790527
	Iteration 51Q: 3 clusters Score -836342.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -836344.187500 Penalty: 2830.790527
	Iteration 52Q: 3 clusters Score -836344.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -836343.625000 Penalty: 2830.790527
	Iteration 53Q: 3 clusters Score -836343.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -836346.062500 Penalty: 2830.790527
	Iteration 54Q: 3 clusters Score -836346.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -836347.687500 Penalty: 2830.790527
	Iteration 55Q: 3 clusters Score -836347.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -836349.312500 Penalty: 2830.790527
	Iteration 56Q: 3 clusters Score -836349.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -836352.187500 Penalty: 2830.790527
	Iteration 57Q: 3 clusters Score -836352.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -836353.187500 Penalty: 2830.790527
	Iteration 58Q: 3 clusters Score -836353.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -836355.125000 Penalty: 2830.790527
	Iteration 59Q: 3 clusters Score -836355.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -836356.312500 Penalty: 2830.790527
	Iteration 60F: 3 clusters Score -836356.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -836358.375000 Penalty: 2830.790527
	Iteration 61Q: 3 clusters Score -836358.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -836361.000000 Penalty: 2830.790527
	Iteration 62Q: 3 clusters Score -836361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -836361.625000 Penalty: 2830.790527
	Iteration 63Q: 3 clusters Score -836361.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -836366.250000 Penalty: 2830.790527
	Iteration 64Q: 3 clusters Score -836366.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -836369.125000 Penalty: 2830.790527
	Iteration 65Q: 3 clusters Score -836369.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -836370.937500 Penalty: 2830.790527
	Iteration 66Q: 3 clusters Score -836370.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -836373.062500 Penalty: 2830.790527
	Iteration 67Q: 3 clusters Score -836373.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -836375.750000 Penalty: 2830.790527
	Iteration 68Q: 3 clusters Score -836375.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -836377.312500 Penalty: 2830.790527
	Iteration 69Q: 3 clusters Score -836377.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -836381.312500 Penalty: 2830.790527
	Iteration 70Q: 3 clusters Score -836381.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -836384.937500 Penalty: 2830.790527
	Iteration 71Q: 3 clusters Score -836384.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -836385.375000 Penalty: 2830.790527
	Iteration 72Q: 3 clusters Score -836385.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -836388.125000 Penalty: 2830.790527
	Iteration 73Q: 3 clusters Score -836388.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -836392.250000 Penalty: 2830.790527
	Iteration 74Q: 3 clusters Score -836392.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -836393.062500 Penalty: 2830.790527
	Iteration 75Q: 3 clusters Score -836393.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -836396.687500 Penalty: 2830.790527
	Iteration 76Q: 3 clusters Score -836396.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -836401.062500 Penalty: 2830.790527
	Iteration 77Q: 3 clusters Score -836401.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -836406.125000 Penalty: 2830.790527
	Iteration 78Q: 3 clusters Score -836406.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -836412.000000 Penalty: 2830.790527
	Iteration 79Q: 3 clusters Score -836412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -836419.937500 Penalty: 2830.790527
	Iteration 80F: 3 clusters Score -836419.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -836428.187500 Penalty: 2830.790527
	Iteration 81Q: 3 clusters Score -836428.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -836437.875000 Penalty: 2830.790527
	Iteration 82Q: 3 clusters Score -836437.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -836442.750000 Penalty: 2830.790527
	Iteration 83Q: 3 clusters Score -836442.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -836450.875000 Penalty: 2830.790527
	Iteration 84Q: 3 clusters Score -836450.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -836456.562500 Penalty: 2830.790527
	Iteration 85Q: 3 clusters Score -836456.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -836464.437500 Penalty: 2830.790527
	Iteration 86Q: 3 clusters Score -836464.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -836471.062500 Penalty: 2830.790527
	Iteration 87Q: 3 clusters Score -836471.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -836479.500000 Penalty: 2830.790527
	Iteration 88Q: 3 clusters Score -836479.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -836487.187500 Penalty: 2830.790527
	Iteration 89Q: 3 clusters Score -836487.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -836495.625000 Penalty: 2830.790527
	Iteration 90Q: 3 clusters Score -836495.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -836502.437500 Penalty: 2830.790527
	Iteration 91Q: 3 clusters Score -836502.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -836515.687500 Penalty: 2830.790527
	Iteration 92Q: 3 clusters Score -836515.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -836529.375000 Penalty: 2830.790527
	Iteration 93Q: 3 clusters Score -836529.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -836541.375000 Penalty: 2830.790527
	Iteration 94Q: 3 clusters Score -836541.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -836551.750000 Penalty: 2830.790527
	Iteration 95Q: 3 clusters Score -836551.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -836564.125000 Penalty: 2830.790527
	Iteration 96Q: 3 clusters Score -836564.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -836571.187500 Penalty: 2830.790527
	Iteration 97Q: 3 clusters Score -836571.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -836576.750000 Penalty: 2830.790527
	Iteration 98Q: 3 clusters Score -836576.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -836582.812500 Penalty: 2830.790527
	Iteration 99Q: 3 clusters Score -836582.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -836584.750000 Penalty: 2830.790527
	Iteration 100F: 3 clusters Score -836584.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -836586.875000 Penalty: 2830.790527
	Iteration 101Q: 3 clusters Score -836586.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -836594.062500 Penalty: 2830.790527
	Iteration 102Q: 3 clusters Score -836594.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -836597.875000 Penalty: 2830.790527
	Iteration 103Q: 3 clusters Score -836597.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -836598.312500 Penalty: 2830.790527
	Iteration 104Q: 3 clusters Score -836598.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -836599.687500 Penalty: 2830.790527
	Iteration 105Q: 3 clusters Score -836599.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -836605.312500 Penalty: 2830.790527
	Iteration 106Q: 3 clusters Score -836605.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -836611.062500 Penalty: 2830.790527
	Iteration 107Q: 3 clusters Score -836611.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -836618.312500 Penalty: 2830.790527
	Iteration 108Q: 3 clusters Score -836618.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -836622.625000 Penalty: 2830.790527
	Iteration 109Q: 3 clusters Score -836622.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -836634.062500 Penalty: 2830.790527
	Iteration 110Q: 3 clusters Score -836634.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -836642.625000 Penalty: 2830.790527
	Iteration 111Q: 3 clusters Score -836642.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -836652.437500 Penalty: 2830.790527
	Iteration 112Q: 3 clusters Score -836652.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -836663.250000 Penalty: 2830.790527
	Iteration 113Q: 3 clusters Score -836663.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -836671.375000 Penalty: 2830.790527
	Iteration 114Q: 3 clusters Score -836671.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -836683.625000 Penalty: 2830.790527
	Iteration 115Q: 3 clusters Score -836683.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -836692.500000 Penalty: 2830.790527
	Iteration 116Q: 3 clusters Score -836692.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -836699.812500 Penalty: 2830.790527
	Iteration 117Q: 3 clusters Score -836699.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -836708.875000 Penalty: 2830.790527
	Iteration 118Q: 3 clusters Score -836708.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -836717.375000 Penalty: 2830.790527
	Iteration 119Q: 3 clusters Score -836717.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -836722.000000 Penalty: 2830.790527
	Iteration 120F: 3 clusters Score -836722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -836730.187500 Penalty: 2830.790527
	Iteration 121Q: 3 clusters Score -836730.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -836742.437500 Penalty: 2830.790527
	Iteration 122Q: 3 clusters Score -836742.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -836749.687500 Penalty: 2830.790527
	Iteration 123Q: 3 clusters Score -836749.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -836761.312500 Penalty: 2830.790527
	Iteration 124Q: 3 clusters Score -836761.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -836772.375000 Penalty: 2830.790527
	Iteration 125Q: 3 clusters Score -836772.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -836779.687500 Penalty: 2830.790527
	Iteration 126Q: 3 clusters Score -836779.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -836784.562500 Penalty: 2830.790527
	Iteration 127Q: 3 clusters Score -836784.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -836790.187500 Penalty: 2830.790527
	Iteration 128Q: 3 clusters Score -836790.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -836793.625000 Penalty: 2830.790527
	Iteration 129Q: 3 clusters Score -836793.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -836797.125000 Penalty: 2830.790527
	Iteration 130Q: 3 clusters Score -836797.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -836799.500000 Penalty: 2830.790527
	Iteration 131Q: 3 clusters Score -836799.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -836804.937500 Penalty: 2830.790527
	Iteration 132Q: 3 clusters Score -836804.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -836808.750000 Penalty: 2830.790527
	Iteration 133Q: 3 clusters Score -836808.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -836811.000000 Penalty: 2830.790527
	Iteration 134Q: 3 clusters Score -836811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -836816.375000 Penalty: 2830.790527
	Iteration 135Q: 3 clusters Score -836816.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -836824.250000 Penalty: 2830.790527
	Iteration 136Q: 3 clusters Score -836824.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -836829.437500 Penalty: 2830.790527
	Iteration 137Q: 3 clusters Score -836829.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -836834.437500 Penalty: 2830.790527
	Iteration 138Q: 3 clusters Score -836834.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -836840.937500 Penalty: 2830.790527
	Iteration 139Q: 3 clusters Score -836840.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -836854.937500 Penalty: 2830.790527
	Iteration 140F: 3 clusters Score -836854.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -836867.500000 Penalty: 2830.790527
	Iteration 141Q: 3 clusters Score -836867.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -836881.375000 Penalty: 2830.790527
	Iteration 142Q: 3 clusters Score -836881.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -836891.625000 Penalty: 2830.790527
	Iteration 143Q: 3 clusters Score -836891.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -836900.625000 Penalty: 2830.790527
	Iteration 144Q: 3 clusters Score -836900.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -836911.000000 Penalty: 2830.790527
	Iteration 145Q: 3 clusters Score -836911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -836929.562500 Penalty: 2830.790527
	Iteration 146Q: 3 clusters Score -836929.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -836947.437500 Penalty: 2830.790527
	Iteration 147Q: 3 clusters Score -836947.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -836970.687500 Penalty: 2830.790527
	Iteration 148Q: 3 clusters Score -836970.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -836999.437500 Penalty: 2830.790527
	Iteration 149Q: 3 clusters Score -836999.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -837029.125000 Penalty: 2830.790527
	Iteration 150Q: 3 clusters Score -837029.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -837060.312500 Penalty: 2830.790527
	Iteration 151Q: 3 clusters Score -837060.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -837096.625000 Penalty: 2830.790527
	Iteration 152Q: 3 clusters Score -837096.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -837123.875000 Penalty: 2830.790527
	Iteration 153Q: 3 clusters Score -837123.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -837139.625000 Penalty: 2830.790527
	Iteration 154Q: 3 clusters Score -837139.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -837150.187500 Penalty: 2830.790527
	Iteration 155Q: 3 clusters Score -837150.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -837163.250000 Penalty: 2830.790527
	Iteration 156Q: 3 clusters Score -837163.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -837168.375000 Penalty: 2830.790527
	Iteration 157Q: 3 clusters Score -837168.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -837172.125000 Penalty: 2830.790527
	Iteration 158Q: 3 clusters Score -837172.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -837173.500000 Penalty: 2830.790527
	Iteration 159Q: 3 clusters Score -837173.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -837177.125000 Penalty: 2830.790527
	Iteration 160F: 3 clusters Score -837177.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -837177.437500 Penalty: 2830.790527
	Iteration 161Q: 3 clusters Score -837177.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -837177.312500 Penalty: 2830.790527
	Iteration 162Q: 3 clusters Score -837177.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -837177.625000 Penalty: 2830.790527
	Iteration 163Q: 3 clusters Score -837177.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -837177.812500 Penalty: 2830.790527
	Iteration 164Q: 3 clusters Score -837177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -837177.562500 Penalty: 2830.790527
	Iteration 165Q: 3 clusters Score -837177.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -837177.562500 Penalty: 2830.790527
	Iteration 166F: 3 clusters Score -837177.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Entering Unmasked Estep 
Score: -1150488.750000 Penalty: 1455.469849
	Iteration 0F: 2 clusters Score -1150489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1144764.750000 Penalty: 2910.939697
	Iteration 0F: 3 clusters Score -1144765 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1146534.750000 Penalty: 2910.939697
	Iteration 1F: 3 clusters Score -1146535 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1146758.875000 Penalty: 2910.939697
	Iteration 2F: 3 clusters Score -1146759 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1146916.250000 Penalty: 2910.939697
	Iteration 3Q: 3 clusters Score -1146916 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1147073.000000 Penalty: 2910.939697
	Iteration 4Q: 3 clusters Score -1147073 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1147234.625000 Penalty: 2910.939697
	Iteration 5Q: 3 clusters Score -1147235 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1147411.000000 Penalty: 2910.939697
	Iteration 6Q: 3 clusters Score -1147411 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1147601.125000 Penalty: 2910.939697
	Iteration 7Q: 3 clusters Score -1147601 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1147835.875000 Penalty: 2910.939697
	Iteration 8Q: 3 clusters Score -1147836 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1148103.250000 Penalty: 2910.939697
	Iteration 9Q: 3 clusters Score -1148103 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1148392.000000 Penalty: 2910.939697
	Iteration 10Q: 3 clusters Score -1148392 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1148648.000000 Penalty: 2910.939697
	Iteration 11Q: 3 clusters Score -1148648 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1148826.750000 Penalty: 2910.939697
	Iteration 12Q: 3 clusters Score -1148827 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1148939.250000 Penalty: 2910.939697
	Iteration 13Q: 3 clusters Score -1148939 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1149019.375000 Penalty: 2910.939697
	Iteration 14Q: 3 clusters Score -1149019 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1149077.750000 Penalty: 2910.939697
	Iteration 15Q: 3 clusters Score -1149078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1149116.750000 Penalty: 2910.939697
	Iteration 16Q: 3 clusters Score -1149117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1149140.125000 Penalty: 2910.939697
	Iteration 17Q: 3 clusters Score -1149140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1149156.625000 Penalty: 2910.939697
	Iteration 18Q: 3 clusters Score -1149157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1149180.625000 Penalty: 2910.939697
	Iteration 19Q: 3 clusters Score -1149181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1149193.000000 Penalty: 2910.939697
	Iteration 20F: 3 clusters Score -1149193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1149195.125000 Penalty: 2910.939697
	Iteration 21Q: 3 clusters Score -1149195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1149199.250000 Penalty: 2910.939697
	Iteration 22Q: 3 clusters Score -1149199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1149205.875000 Penalty: 2910.939697
	Iteration 23Q: 3 clusters Score -1149206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1149210.375000 Penalty: 2910.939697
	Iteration 24Q: 3 clusters Score -1149210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1149213.000000 Penalty: 2910.939697
	Iteration 25Q: 3 clusters Score -1149213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1149217.000000 Penalty: 2910.939697
	Iteration 26Q: 3 clusters Score -1149217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1149217.000000 Penalty: 2910.939697
	Iteration 27F: 3 clusters Score -1149217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -626350.812500 Penalty: 1352.389038
	Iteration 0F: 2 clusters Score -626350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -622907.687500 Penalty: 2704.778076
	Iteration 0F: 3 clusters Score -622907.7 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -623850.437500 Penalty: 2704.778076
	Iteration 1F: 3 clusters Score -623850.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -624006.875000 Penalty: 2704.778076
	Iteration 2F: 3 clusters Score -624006.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -624131.875000 Penalty: 2704.778076
	Iteration 3F: 3 clusters Score -624131.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -624216.500000 Penalty: 2704.778076
	Iteration 4Q: 3 clusters Score -624216.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -624304.062500 Penalty: 2704.778076
	Iteration 5Q: 3 clusters Score -624304.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -624404.875000 Penalty: 2704.778076
	Iteration 6Q: 3 clusters Score -624404.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -624485.937500 Penalty: 2704.778076
	Iteration 7Q: 3 clusters Score -624485.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -624584.562500 Penalty: 2704.778076
	Iteration 8Q: 3 clusters Score -624584.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -624678.437500 Penalty: 2704.778076
	Iteration 9Q: 3 clusters Score -624678.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -624765.500000 Penalty: 2704.778076
	Iteration 10Q: 3 clusters Score -624765.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -624829.437500 Penalty: 2704.778076
	Iteration 11Q: 3 clusters Score -624829.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -624890.375000 Penalty: 2704.778076
	Iteration 12Q: 3 clusters Score -624890.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -624960.687500 Penalty: 2704.778076
	Iteration 13Q: 3 clusters Score -624960.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -625015.500000 Penalty: 2704.778076
	Iteration 14Q: 3 clusters Score -625015.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -625052.937500 Penalty: 2704.778076
	Iteration 15Q: 3 clusters Score -625052.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -625086.187500 Penalty: 2704.778076
	Iteration 16Q: 3 clusters Score -625086.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -625113.125000 Penalty: 2704.778076
	Iteration 17Q: 3 clusters Score -625113.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -625138.812500 Penalty: 2704.778076
	Iteration 18Q: 3 clusters Score -625138.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -625157.062500 Penalty: 2704.778076
	Iteration 19Q: 3 clusters Score -625157.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -625164.687500 Penalty: 2704.778076
	Iteration 20F: 3 clusters Score -625164.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -625169.937500 Penalty: 2704.778076
	Iteration 21Q: 3 clusters Score -625169.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -625178.000000 Penalty: 2704.778076
	Iteration 22Q: 3 clusters Score -625178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -625182.000000 Penalty: 2704.778076
	Iteration 23Q: 3 clusters Score -625182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -625186.500000 Penalty: 2704.778076
	Iteration 24Q: 3 clusters Score -625186.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -625186.750000 Penalty: 2704.778076
	Iteration 25Q: 3 clusters Score -625186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -625187.937500 Penalty: 2704.778076
	Iteration 26Q: 3 clusters Score -625187.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -625188.375000 Penalty: 2704.778076
	Iteration 27Q: 3 clusters Score -625188.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -625188.375000 Penalty: 2704.778076
	Iteration 28F: 3 clusters Score -625188.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -141566.703125 Penalty: 1129.039795
	Iteration 0F: 2 clusters Score -141566.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -140107.375000 Penalty: 2258.079590
	Iteration 0F: 3 clusters Score -140107.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -140461.968750 Penalty: 2258.079590
	Iteration 1F: 3 clusters Score -140462 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -140577.750000 Penalty: 2258.079590
	Iteration 2F: 3 clusters Score -140577.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -140662.750000 Penalty: 2258.079590
	Iteration 3F: 3 clusters Score -140662.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -140723.515625 Penalty: 2258.079590
	Iteration 4Q: 3 clusters Score -140723.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -140750.187500 Penalty: 2258.079590
	Iteration 5Q: 3 clusters Score -140750.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -140768.984375 Penalty: 2258.079590
	Iteration 6Q: 3 clusters Score -140769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -140782.687500 Penalty: 2258.079590
	Iteration 7Q: 3 clusters Score -140782.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -140791.218750 Penalty: 2258.079590
	Iteration 8Q: 3 clusters Score -140791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -140795.015625 Penalty: 2258.079590
	Iteration 9Q: 3 clusters Score -140795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -140796.734375 Penalty: 2258.079590
	Iteration 10Q: 3 clusters Score -140796.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -140798.796875 Penalty: 2258.079590
	Iteration 11Q: 3 clusters Score -140798.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -140800.687500 Penalty: 2258.079590
	Iteration 12Q: 3 clusters Score -140800.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -140800.687500 Penalty: 2258.079590
	Iteration 13F: 3 clusters Score -140800.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -99592.414062 Penalty: 1094.757202
	Iteration 0F: 2 clusters Score -99592.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -98293.312500 Penalty: 2189.514404
	Iteration 0F: 3 clusters Score -98293.31 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -98602.335938 Penalty: 2189.514404
	Iteration 1F: 3 clusters Score -98602.34 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -98697.835938 Penalty: 2189.514404
	Iteration 2F: 3 clusters Score -98697.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -98742.757812 Penalty: 2189.514404
	Iteration 3Q: 3 clusters Score -98742.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -98765.421875 Penalty: 2189.514404
	Iteration 4Q: 3 clusters Score -98765.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -98781.320312 Penalty: 2189.514404
	Iteration 5Q: 3 clusters Score -98781.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -98795.484375 Penalty: 2189.514404
	Iteration 6Q: 3 clusters Score -98795.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -98805.390625 Penalty: 2189.514404
	Iteration 7Q: 3 clusters Score -98805.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -98808.835938 Penalty: 2189.514404
	Iteration 8Q: 3 clusters Score -98808.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -98810.640625 Penalty: 2189.514404
	Iteration 9Q: 3 clusters Score -98810.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -98813.421875 Penalty: 2189.514404
	Iteration 10Q: 3 clusters Score -98813.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -98814.898438 Penalty: 2189.514404
	Iteration 11Q: 3 clusters Score -98814.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -98816.328125 Penalty: 2189.514404
	Iteration 12Q: 3 clusters Score -98816.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -98818.117188 Penalty: 2189.514404
	Iteration 13Q: 3 clusters Score -98818.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -98819.414062 Penalty: 2189.514404
	Iteration 14Q: 3 clusters Score -98819.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -98821.125000 Penalty: 2189.514404
	Iteration 15Q: 3 clusters Score -98821.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -98821.765625 Penalty: 2189.514404
	Iteration 16Q: 3 clusters Score -98821.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -98822.890625 Penalty: 2189.514404
	Iteration 17Q: 3 clusters Score -98822.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -98823.773438 Penalty: 2189.514404
	Iteration 18Q: 3 clusters Score -98823.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -98824.968750 Penalty: 2189.514404
	Iteration 19Q: 3 clusters Score -98824.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -98824.968750 Penalty: 2189.514404
	Iteration 20F: 3 clusters Score -98824.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Entering Unmasked Estep 
Score: -375836.093750 Penalty: 1303.080078
	Iteration 0F: 2 clusters Score -375836.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -373180.125000 Penalty: 2606.160156
	Iteration 0F: 3 clusters Score -373180.1 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -374221.656250 Penalty: 2606.160156
	Iteration 1F: 3 clusters Score -374221.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -374784.406250 Penalty: 2606.160156
	Iteration 2F: 3 clusters Score -374784.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -375258.187500 Penalty: 2606.160156
	Iteration 3F: 3 clusters Score -375258.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -375529.875000 Penalty: 2606.160156
	Iteration 4F: 3 clusters Score -375529.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -375671.843750 Penalty: 2606.160156
	Iteration 5Q: 3 clusters Score -375671.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -375741.875000 Penalty: 2606.160156
	Iteration 6Q: 3 clusters Score -375741.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -375787.906250 Penalty: 2606.160156
	Iteration 7Q: 3 clusters Score -375787.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -375823.718750 Penalty: 2606.160156
	Iteration 8Q: 3 clusters Score -375823.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -375835.375000 Penalty: 2606.160156
	Iteration 9Q: 3 clusters Score -375835.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -375840.656250 Penalty: 2606.160156
	Iteration 10Q: 3 clusters Score -375840.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -375844.843750 Penalty: 2606.160156
	Iteration 11Q: 3 clusters Score -375844.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -375845.593750 Penalty: 2606.160156
	Iteration 12Q: 3 clusters Score -375845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -375846.593750 Penalty: 2606.160156
	Iteration 13Q: 3 clusters Score -375846.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -375846.625000 Penalty: 2606.160156
	Iteration 14Q: 3 clusters Score -375846.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -375846.718750 Penalty: 2606.160156
	Iteration 15Q: 3 clusters Score -375846.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -375847.656250 Penalty: 2606.160156
	Iteration 16Q: 3 clusters Score -375847.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -375848.500000 Penalty: 2606.160156
	Iteration 17Q: 3 clusters Score -375848.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -375850.062500 Penalty: 2606.160156
	Iteration 18Q: 3 clusters Score -375850.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -375850.062500 Penalty: 2606.160156
	Iteration 19F: 3 clusters Score -375850.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7760 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 1133 members 
Mstep: Class 17 contains 24965 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12853 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6556 members 
Mstep: Class 37 contains 9485 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4965 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3687 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20308 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13946 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15117 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19722 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22477 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Mstep: Class 86 contains 1905 members 
Entering Unmasked Estep 
Score: -85934728.000000 Penalty: 185964.312500
Splitting cluster 16 changes total score from -85935488.000000 to -85934728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (24965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Entering Unmasked Estep 
Score: -3818876.500000 Penalty: 1645.349854
	Iteration 0F: 2 clusters Score -3818876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -3804322.500000 Penalty: 3290.699707
	Iteration 0F: 3 clusters Score -3804322 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3810994.750000 Penalty: 3290.699707
	Iteration 1F: 3 clusters Score -3810995 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -3811792.250000 Penalty: 3290.699707
	Iteration 2F: 3 clusters Score -3811792 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3812542.250000 Penalty: 3290.699707
	Iteration 3F: 3 clusters Score -3812542 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -3813328.250000 Penalty: 3290.699707
	Iteration 4F: 3 clusters Score -3813328 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -3814218.750000 Penalty: 3290.699707
	Iteration 5F: 3 clusters Score -3814219 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -3815075.250000 Penalty: 3290.699707
	Iteration 6F: 3 clusters Score -3815075 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -3815799.250000 Penalty: 3290.699707
	Iteration 7F: 3 clusters Score -3815799 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -3816331.000000 Penalty: 3290.699707
	Iteration 8F: 3 clusters Score -3816331 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -3816660.250000 Penalty: 3290.699707
	Iteration 9Q: 3 clusters Score -3816660 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3816889.750000 Penalty: 3290.699707
	Iteration 10Q: 3 clusters Score -3816890 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -3817048.250000 Penalty: 3290.699707
	Iteration 11Q: 3 clusters Score -3817048 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3817163.750000 Penalty: 3290.699707
	Iteration 12Q: 3 clusters Score -3817164 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -3817268.250000 Penalty: 3290.699707
	Iteration 13Q: 3 clusters Score -3817268 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -3817326.750000 Penalty: 3290.699707
	Iteration 14Q: 3 clusters Score -3817327 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -3817367.750000 Penalty: 3290.699707
	Iteration 15Q: 3 clusters Score -3817368 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -3817410.000000 Penalty: 3290.699707
	Iteration 16Q: 3 clusters Score -3817410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -3817432.500000 Penalty: 3290.699707
	Iteration 17Q: 3 clusters Score -3817432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -3817456.000000 Penalty: 3290.699707
	Iteration 18Q: 3 clusters Score -3817456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -3817472.750000 Penalty: 3290.699707
	Iteration 19Q: 3 clusters Score -3817473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -3817486.250000 Penalty: 3290.699707
	Iteration 20F: 3 clusters Score -3817486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -3817485.250000 Penalty: 3290.699707
	Iteration 21Q: 3 clusters Score -3817485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3817492.000000 Penalty: 3290.699707
	Iteration 22Q: 3 clusters Score -3817492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -3817496.750000 Penalty: 3290.699707
	Iteration 23Q: 3 clusters Score -3817497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -3817495.750000 Penalty: 3290.699707
	Iteration 24Q: 3 clusters Score -3817496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -3817496.750000 Penalty: 3290.699707
	Iteration 25Q: 3 clusters Score -3817497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -3817491.500000 Penalty: 3290.699707
	Iteration 26Q: 3 clusters Score -3817492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -3817495.250000 Penalty: 3290.699707
	Iteration 27Q: 3 clusters Score -3817495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -3817496.000000 Penalty: 3290.699707
	Iteration 28Q: 3 clusters Score -3817496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -3817496.000000 Penalty: 3290.699707
	Iteration 29F: 3 clusters Score -3817496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -188122.312500 Penalty: 1175.319214
	Iteration 0F: 2 clusters Score -188122.3 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 686 members 
Entering Unmasked Estep 
Score: -186418.312500 Penalty: 2350.638428
	Iteration 0F: 3 clusters Score -186418.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -186810.671875 Penalty: 2350.638428
	Iteration 1F: 3 clusters Score -186810.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -186925.390625 Penalty: 2350.638428
	Iteration 2F: 3 clusters Score -186925.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -187008.796875 Penalty: 2350.638428
	Iteration 3F: 3 clusters Score -187008.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -187059.828125 Penalty: 2350.638428
	Iteration 4Q: 3 clusters Score -187059.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -187097.484375 Penalty: 2350.638428
	Iteration 5Q: 3 clusters Score -187097.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -187139.656250 Penalty: 2350.638428
	Iteration 6Q: 3 clusters Score -187139.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -187171.546875 Penalty: 2350.638428
	Iteration 7Q: 3 clusters Score -187171.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -187197.843750 Penalty: 2350.638428
	Iteration 8Q: 3 clusters Score -187197.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -187233.859375 Penalty: 2350.638428
	Iteration 9Q: 3 clusters Score -187233.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -187262.593750 Penalty: 2350.638428
	Iteration 10Q: 3 clusters Score -187262.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -187282.093750 Penalty: 2350.638428
	Iteration 11Q: 3 clusters Score -187282.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -187308.906250 Penalty: 2350.638428
	Iteration 12Q: 3 clusters Score -187308.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -187341.109375 Penalty: 2350.638428
	Iteration 13Q: 3 clusters Score -187341.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -187366.515625 Penalty: 2350.638428
	Iteration 14Q: 3 clusters Score -187366.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -187378.781250 Penalty: 2350.638428
	Iteration 15Q: 3 clusters Score -187378.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -187383.781250 Penalty: 2350.638428
	Iteration 16Q: 3 clusters Score -187383.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -187388.046875 Penalty: 2350.638428
	Iteration 17Q: 3 clusters Score -187388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -187389.625000 Penalty: 2350.638428
	Iteration 18Q: 3 clusters Score -187389.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -187392.343750 Penalty: 2350.638428
	Iteration 19Q: 3 clusters Score -187392.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -187393.546875 Penalty: 2350.638428
	Iteration 20F: 3 clusters Score -187393.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -187394.843750 Penalty: 2350.638428
	Iteration 21Q: 3 clusters Score -187394.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -187394.843750 Penalty: 2350.638428
	Iteration 22F: 3 clusters Score -187394.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -327312.187500 Penalty: 1270.560303
	Iteration 0F: 2 clusters Score -327312.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -324906.531250 Penalty: 2541.120605
	Iteration 0F: 3 clusters Score -324906.5 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -325571.343750 Penalty: 2541.120605
	Iteration 1F: 3 clusters Score -325571.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -325791.156250 Penalty: 2541.120605
	Iteration 2F: 3 clusters Score -325791.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -325978.687500 Penalty: 2541.120605
	Iteration 3F: 3 clusters Score -325978.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -326137.500000 Penalty: 2541.120605
	Iteration 4F: 3 clusters Score -326137.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -326317.718750 Penalty: 2541.120605
	Iteration 5F: 3 clusters Score -326317.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -326478.937500 Penalty: 2541.120605
	Iteration 6F: 3 clusters Score -326478.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -326593.656250 Penalty: 2541.120605
	Iteration 7Q: 3 clusters Score -326593.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -326653.625000 Penalty: 2541.120605
	Iteration 8Q: 3 clusters Score -326653.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -326698.000000 Penalty: 2541.120605
	Iteration 9Q: 3 clusters Score -326698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -326719.593750 Penalty: 2541.120605
	Iteration 10Q: 3 clusters Score -326719.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -326731.625000 Penalty: 2541.120605
	Iteration 11Q: 3 clusters Score -326731.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -326739.093750 Penalty: 2541.120605
	Iteration 12Q: 3 clusters Score -326739.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -326743.718750 Penalty: 2541.120605
	Iteration 13Q: 3 clusters Score -326743.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -326745.343750 Penalty: 2541.120605
	Iteration 14Q: 3 clusters Score -326745.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -326749.031250 Penalty: 2541.120605
	Iteration 15Q: 3 clusters Score -326749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -326749.218750 Penalty: 2541.120605
	Iteration 16Q: 3 clusters Score -326749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -326749.125000 Penalty: 2541.120605
	Iteration 17Q: 3 clusters Score -326749.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -326749.625000 Penalty: 2541.120605
	Iteration 18Q: 3 clusters Score -326749.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -326749.625000 Penalty: 2541.120605
	Iteration 19F: 3 clusters Score -326749.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Entering Unmasked Estep 
Score: -2135368.750000 Penalty: 1550.729004
	Iteration 0F: 2 clusters Score -2135369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2125912.750000 Penalty: 3101.458008
	Iteration 0F: 3 clusters Score -2125913 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2129428.500000 Penalty: 3101.458008
	Iteration 1F: 3 clusters Score -2129428 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2129793.250000 Penalty: 3101.458008
	Iteration 2F: 3 clusters Score -2129793 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2130126.000000 Penalty: 3101.458008
	Iteration 3F: 3 clusters Score -2130126 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2130491.250000 Penalty: 3101.458008
	Iteration 4F: 3 clusters Score -2130491 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2130870.000000 Penalty: 3101.458008
	Iteration 5F: 3 clusters Score -2130870 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2131274.500000 Penalty: 3101.458008
	Iteration 6F: 3 clusters Score -2131274 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2131679.750000 Penalty: 3101.458008
	Iteration 7F: 3 clusters Score -2131680 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2132072.250000 Penalty: 3101.458008
	Iteration 8Q: 3 clusters Score -2132072 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2132487.750000 Penalty: 3101.458008
	Iteration 9Q: 3 clusters Score -2132488 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2132891.750000 Penalty: 3101.458008
	Iteration 10Q: 3 clusters Score -2132892 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2133252.750000 Penalty: 3101.458008
	Iteration 11Q: 3 clusters Score -2133253 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2133525.500000 Penalty: 3101.458008
	Iteration 12Q: 3 clusters Score -2133526 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2133720.000000 Penalty: 3101.458008
	Iteration 13Q: 3 clusters Score -2133720 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2133864.750000 Penalty: 3101.458008
	Iteration 14Q: 3 clusters Score -2133865 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2133947.250000 Penalty: 3101.458008
	Iteration 15Q: 3 clusters Score -2133947 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2134007.500000 Penalty: 3101.458008
	Iteration 16Q: 3 clusters Score -2134008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2134040.500000 Penalty: 3101.458008
	Iteration 17Q: 3 clusters Score -2134040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2134050.750000 Penalty: 3101.458008
	Iteration 18Q: 3 clusters Score -2134051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2134058.500000 Penalty: 3101.458008
	Iteration 19Q: 3 clusters Score -2134058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2134064.750000 Penalty: 3101.458008
	Iteration 20F: 3 clusters Score -2134065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2134070.250000 Penalty: 3101.458008
	Iteration 21Q: 3 clusters Score -2134070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2134076.000000 Penalty: 3101.458008
	Iteration 22Q: 3 clusters Score -2134076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2134084.000000 Penalty: 3101.458008
	Iteration 23Q: 3 clusters Score -2134084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2134083.250000 Penalty: 3101.458008
	Iteration 24Q: 3 clusters Score -2134083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2134083.250000 Penalty: 3101.458008
	Iteration 25F: 3 clusters Score -2134083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Entering Unmasked Estep 
Score: -724595.625000 Penalty: 1387.070557
	Iteration 0F: 2 clusters Score -724595.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -720543.312500 Penalty: 2774.141113
	Iteration 0F: 3 clusters Score -720543.3 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -721839.000000 Penalty: 2774.141113
	Iteration 1F: 3 clusters Score -721839 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -722163.687500 Penalty: 2774.141113
	Iteration 2F: 3 clusters Score -722163.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -722386.875000 Penalty: 2774.141113
	Iteration 3F: 3 clusters Score -722386.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -722560.750000 Penalty: 2774.141113
	Iteration 4F: 3 clusters Score -722560.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -722711.812500 Penalty: 2774.141113
	Iteration 5Q: 3 clusters Score -722711.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -722837.125000 Penalty: 2774.141113
	Iteration 6Q: 3 clusters Score -722837.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -722944.687500 Penalty: 2774.141113
	Iteration 7Q: 3 clusters Score -722944.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -723052.562500 Penalty: 2774.141113
	Iteration 8Q: 3 clusters Score -723052.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -723164.312500 Penalty: 2774.141113
	Iteration 9Q: 3 clusters Score -723164.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -723257.312500 Penalty: 2774.141113
	Iteration 10Q: 3 clusters Score -723257.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -723338.187500 Penalty: 2774.141113
	Iteration 11Q: 3 clusters Score -723338.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -723393.562500 Penalty: 2774.141113
	Iteration 12Q: 3 clusters Score -723393.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -723438.562500 Penalty: 2774.141113
	Iteration 13Q: 3 clusters Score -723438.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -723470.750000 Penalty: 2774.141113
	Iteration 14Q: 3 clusters Score -723470.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -723497.375000 Penalty: 2774.141113
	Iteration 15Q: 3 clusters Score -723497.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -723520.000000 Penalty: 2774.141113
	Iteration 16Q: 3 clusters Score -723520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -723535.562500 Penalty: 2774.141113
	Iteration 17Q: 3 clusters Score -723535.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -723550.187500 Penalty: 2774.141113
	Iteration 18Q: 3 clusters Score -723550.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -723570.375000 Penalty: 2774.141113
	Iteration 19Q: 3 clusters Score -723570.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -723587.125000 Penalty: 2774.141113
	Iteration 20F: 3 clusters Score -723587.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -723598.000000 Penalty: 2774.141113
	Iteration 21Q: 3 clusters Score -723598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -723605.687500 Penalty: 2774.141113
	Iteration 22Q: 3 clusters Score -723605.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -723608.937500 Penalty: 2774.141113
	Iteration 23Q: 3 clusters Score -723608.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -723613.312500 Penalty: 2774.141113
	Iteration 24Q: 3 clusters Score -723613.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -723614.687500 Penalty: 2774.141113
	Iteration 25Q: 3 clusters Score -723614.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -723618.562500 Penalty: 2774.141113
	Iteration 26Q: 3 clusters Score -723618.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -723620.625000 Penalty: 2774.141113
	Iteration 27Q: 3 clusters Score -723620.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -723622.062500 Penalty: 2774.141113
	Iteration 28Q: 3 clusters Score -723622.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -723623.375000 Penalty: 2774.141113
	Iteration 29Q: 3 clusters Score -723623.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -723623.875000 Penalty: 2774.141113
	Iteration 30Q: 3 clusters Score -723623.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -723625.687500 Penalty: 2774.141113
	Iteration 31Q: 3 clusters Score -723625.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -723625.000000 Penalty: 2774.141113
	Iteration 32Q: 3 clusters Score -723625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -723625.000000 Penalty: 2774.141113
	Iteration 33F: 3 clusters Score -723625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -281240.500000 Penalty: 1234.332153
	Iteration 0F: 2 clusters Score -281240.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -279157.125000 Penalty: 2468.664307
	Iteration 0F: 3 clusters Score -279157.1 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -279666.281250 Penalty: 2468.664307
	Iteration 1F: 3 clusters Score -279666.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -279818.406250 Penalty: 2468.664307
	Iteration 2F: 3 clusters Score -279818.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -279899.468750 Penalty: 2468.664307
	Iteration 3F: 3 clusters Score -279899.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -279964.500000 Penalty: 2468.664307
	Iteration 4Q: 3 clusters Score -279964.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -280015.468750 Penalty: 2468.664307
	Iteration 5Q: 3 clusters Score -280015.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -280060.781250 Penalty: 2468.664307
	Iteration 6Q: 3 clusters Score -280060.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -280120.625000 Penalty: 2468.664307
	Iteration 7Q: 3 clusters Score -280120.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -280157.937500 Penalty: 2468.664307
	Iteration 8Q: 3 clusters Score -280157.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -280180.250000 Penalty: 2468.664307
	Iteration 9Q: 3 clusters Score -280180.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -280198.906250 Penalty: 2468.664307
	Iteration 10Q: 3 clusters Score -280198.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -280216.031250 Penalty: 2468.664307
	Iteration 11Q: 3 clusters Score -280216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -280229.031250 Penalty: 2468.664307
	Iteration 12Q: 3 clusters Score -280229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -280237.781250 Penalty: 2468.664307
	Iteration 13Q: 3 clusters Score -280237.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -280240.812500 Penalty: 2468.664307
	Iteration 14Q: 3 clusters Score -280240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -280241.687500 Penalty: 2468.664307
	Iteration 15Q: 3 clusters Score -280241.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -280245.187500 Penalty: 2468.664307
	Iteration 16Q: 3 clusters Score -280245.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -280249.718750 Penalty: 2468.664307
	Iteration 17Q: 3 clusters Score -280249.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -280253.562500 Penalty: 2468.664307
	Iteration 18Q: 3 clusters Score -280253.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -280259.187500 Penalty: 2468.664307
	Iteration 19Q: 3 clusters Score -280259.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -280264.250000 Penalty: 2468.664307
	Iteration 20F: 3 clusters Score -280264.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -280269.218750 Penalty: 2468.664307
	Iteration 21Q: 3 clusters Score -280269.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -280274.718750 Penalty: 2468.664307
	Iteration 22Q: 3 clusters Score -280274.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -280279.312500 Penalty: 2468.664307
	Iteration 23Q: 3 clusters Score -280279.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -280283.906250 Penalty: 2468.664307
	Iteration 24Q: 3 clusters Score -280283.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -280284.937500 Penalty: 2468.664307
	Iteration 25Q: 3 clusters Score -280284.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -280285.781250 Penalty: 2468.664307
	Iteration 26Q: 3 clusters Score -280285.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -280288.000000 Penalty: 2468.664307
	Iteration 27Q: 3 clusters Score -280288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -280293.187500 Penalty: 2468.664307
	Iteration 28Q: 3 clusters Score -280293.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -280300.968750 Penalty: 2468.664307
	Iteration 29Q: 3 clusters Score -280301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -280305.906250 Penalty: 2468.664307
	Iteration 30Q: 3 clusters Score -280305.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -280312.468750 Penalty: 2468.664307
	Iteration 31Q: 3 clusters Score -280312.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -280317.781250 Penalty: 2468.664307
	Iteration 32Q: 3 clusters Score -280317.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -280321.031250 Penalty: 2468.664307
	Iteration 33Q: 3 clusters Score -280321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -280321.031250 Penalty: 2468.664307
	Iteration 34F: 3 clusters Score -280321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Entering Unmasked Estep 
Score: -538720.500000 Penalty: 1341.740845
	Iteration 0F: 2 clusters Score -538720.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -535450.625000 Penalty: 2683.481689
	Iteration 0F: 3 clusters Score -535450.6 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -536384.625000 Penalty: 2683.481689
	Iteration 1F: 3 clusters Score -536384.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -536692.062500 Penalty: 2683.481689
	Iteration 2F: 3 clusters Score -536692.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -537045.375000 Penalty: 2683.481689
	Iteration 3F: 3 clusters Score -537045.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -537430.500000 Penalty: 2683.481689
	Iteration 4F: 3 clusters Score -537430.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -537744.750000 Penalty: 2683.481689
	Iteration 5F: 3 clusters Score -537744.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -537903.437500 Penalty: 2683.481689
	Iteration 6F: 3 clusters Score -537903.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -537989.375000 Penalty: 2683.481689
	Iteration 7Q: 3 clusters Score -537989.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -538039.625000 Penalty: 2683.481689
	Iteration 8Q: 3 clusters Score -538039.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -538074.125000 Penalty: 2683.481689
	Iteration 9Q: 3 clusters Score -538074.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -538103.687500 Penalty: 2683.481689
	Iteration 10Q: 3 clusters Score -538103.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -538128.875000 Penalty: 2683.481689
	Iteration 11Q: 3 clusters Score -538128.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -538149.062500 Penalty: 2683.481689
	Iteration 12Q: 3 clusters Score -538149.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -538166.187500 Penalty: 2683.481689
	Iteration 13Q: 3 clusters Score -538166.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -538176.500000 Penalty: 2683.481689
	Iteration 14Q: 3 clusters Score -538176.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -538184.812500 Penalty: 2683.481689
	Iteration 15Q: 3 clusters Score -538184.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -538189.812500 Penalty: 2683.481689
	Iteration 16Q: 3 clusters Score -538189.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -538192.875000 Penalty: 2683.481689
	Iteration 17Q: 3 clusters Score -538192.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -538194.000000 Penalty: 2683.481689
	Iteration 18Q: 3 clusters Score -538194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -538195.062500 Penalty: 2683.481689
	Iteration 19Q: 3 clusters Score -538195.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -538196.437500 Penalty: 2683.481689
	Iteration 20F: 3 clusters Score -538196.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -538197.625000 Penalty: 2683.481689
	Iteration 21Q: 3 clusters Score -538197.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -538200.937500 Penalty: 2683.481689
	Iteration 22Q: 3 clusters Score -538200.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -538203.812500 Penalty: 2683.481689
	Iteration 23Q: 3 clusters Score -538203.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -538203.812500 Penalty: 2683.481689
	Iteration 24Q: 3 clusters Score -538203.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -538204.562500 Penalty: 2683.481689
	Iteration 25Q: 3 clusters Score -538204.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -538204.937500 Penalty: 2683.481689
	Iteration 26Q: 3 clusters Score -538204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -538205.687500 Penalty: 2683.481689
	Iteration 27Q: 3 clusters Score -538205.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -538207.062500 Penalty: 2683.481689
	Iteration 28Q: 3 clusters Score -538207.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -538207.562500 Penalty: 2683.481689
	Iteration 29Q: 3 clusters Score -538207.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -538207.625000 Penalty: 2683.481689
	Iteration 30Q: 3 clusters Score -538207.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -538207.625000 Penalty: 2683.481689
	Iteration 31F: 3 clusters Score -538207.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -203822.156250 Penalty: 1185.777344
	Iteration 0F: 2 clusters Score -203822.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -202072.921875 Penalty: 2371.554688
	Iteration 0F: 3 clusters Score -202072.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -202530.156250 Penalty: 2371.554688
	Iteration 1F: 3 clusters Score -202530.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -202755.187500 Penalty: 2371.554688
	Iteration 2F: 3 clusters Score -202755.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -203002.765625 Penalty: 2371.554688
	Iteration 3F: 3 clusters Score -203002.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -203213.796875 Penalty: 2371.554688
	Iteration 4F: 3 clusters Score -203213.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -203410.625000 Penalty: 2371.554688
	Iteration 5F: 3 clusters Score -203410.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -203503.296875 Penalty: 2371.554688
	Iteration 6Q: 3 clusters Score -203503.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -203547.125000 Penalty: 2371.554688
	Iteration 7Q: 3 clusters Score -203547.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -203576.359375 Penalty: 2371.554688
	Iteration 8Q: 3 clusters Score -203576.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -203586.328125 Penalty: 2371.554688
	Iteration 9Q: 3 clusters Score -203586.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -203589.031250 Penalty: 2371.554688
	Iteration 10Q: 3 clusters Score -203589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -203592.953125 Penalty: 2371.554688
	Iteration 11Q: 3 clusters Score -203593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -203594.125000 Penalty: 2371.554688
	Iteration 12Q: 3 clusters Score -203594.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -203595.000000 Penalty: 2371.554688
	Iteration 13Q: 3 clusters Score -203595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -203595.406250 Penalty: 2371.554688
	Iteration 14Q: 3 clusters Score -203595.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -203595.406250 Penalty: 2371.554688
	Iteration 15F: 3 clusters Score -203595.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Entering Unmasked Estep 
Score: -1655855.625000 Penalty: 1511.249756
	Iteration 0F: 2 clusters Score -1655856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1648122.250000 Penalty: 3022.499512
	Iteration 0F: 3 clusters Score -1648122 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1650630.000000 Penalty: 3022.499512
	Iteration 1F: 3 clusters Score -1650630 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1650890.125000 Penalty: 3022.499512
	Iteration 2F: 3 clusters Score -1650890 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1651109.875000 Penalty: 3022.499512
	Iteration 3F: 3 clusters Score -1651110 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1651280.750000 Penalty: 3022.499512
	Iteration 4Q: 3 clusters Score -1651281 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1651435.250000 Penalty: 3022.499512
	Iteration 5Q: 3 clusters Score -1651435 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1651576.625000 Penalty: 3022.499512
	Iteration 6Q: 3 clusters Score -1651577 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1651733.250000 Penalty: 3022.499512
	Iteration 7Q: 3 clusters Score -1651733 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1651905.750000 Penalty: 3022.499512
	Iteration 8Q: 3 clusters Score -1651906 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1652127.750000 Penalty: 3022.499512
	Iteration 9Q: 3 clusters Score -1652128 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1652403.500000 Penalty: 3022.499512
	Iteration 10Q: 3 clusters Score -1652404 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1652718.125000 Penalty: 3022.499512
	Iteration 11Q: 3 clusters Score -1652718 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1653030.875000 Penalty: 3022.499512
	Iteration 12Q: 3 clusters Score -1653031 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1653335.500000 Penalty: 3022.499512
	Iteration 13Q: 3 clusters Score -1653336 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1653603.625000 Penalty: 3022.499512
	Iteration 14Q: 3 clusters Score -1653604 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1653851.250000 Penalty: 3022.499512
	Iteration 15Q: 3 clusters Score -1653851 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1654059.500000 Penalty: 3022.499512
	Iteration 16Q: 3 clusters Score -1654060 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1654214.625000 Penalty: 3022.499512
	Iteration 17Q: 3 clusters Score -1654215 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1654330.375000 Penalty: 3022.499512
	Iteration 18Q: 3 clusters Score -1654330 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1654428.500000 Penalty: 3022.499512
	Iteration 19Q: 3 clusters Score -1654428 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1654513.000000 Penalty: 3022.499512
	Iteration 20F: 3 clusters Score -1654513 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1654583.250000 Penalty: 3022.499512
	Iteration 21Q: 3 clusters Score -1654583 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1654636.750000 Penalty: 3022.499512
	Iteration 22Q: 3 clusters Score -1654637 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1654689.125000 Penalty: 3022.499512
	Iteration 23Q: 3 clusters Score -1654689 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1654719.250000 Penalty: 3022.499512
	Iteration 24Q: 3 clusters Score -1654719 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1654741.000000 Penalty: 3022.499512
	Iteration 25Q: 3 clusters Score -1654741 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1654768.125000 Penalty: 3022.499512
	Iteration 26Q: 3 clusters Score -1654768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1654786.875000 Penalty: 3022.499512
	Iteration 27Q: 3 clusters Score -1654787 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1654794.625000 Penalty: 3022.499512
	Iteration 28Q: 3 clusters Score -1654795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1654803.750000 Penalty: 3022.499512
	Iteration 29Q: 3 clusters Score -1654804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1654806.250000 Penalty: 3022.499512
	Iteration 30Q: 3 clusters Score -1654806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1654811.750000 Penalty: 3022.499512
	Iteration 31Q: 3 clusters Score -1654812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1654809.125000 Penalty: 3022.499512
	Iteration 32Q: 3 clusters Score -1654809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1654814.875000 Penalty: 3022.499512
	Iteration 33Q: 3 clusters Score -1654815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1654815.625000 Penalty: 3022.499512
	Iteration 34Q: 3 clusters Score -1654816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1654816.625000 Penalty: 3022.499512
	Iteration 35Q: 3 clusters Score -1654817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1654818.250000 Penalty: 3022.499512
	Iteration 36Q: 3 clusters Score -1654818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1654816.375000 Penalty: 3022.499512
	Iteration 37Q: 3 clusters Score -1654816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1654818.625000 Penalty: 3022.499512
	Iteration 38Q: 3 clusters Score -1654819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1654819.375000 Penalty: 3022.499512
	Iteration 39Q: 3 clusters Score -1654819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1654819.375000 Penalty: 3022.499512
	Iteration 40F: 3 clusters Score -1654819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Entering Unmasked Estep 
Score: -166502.234375 Penalty: 1158.119751
	Iteration 0F: 2 clusters Score -166502.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -164902.968750 Penalty: 2316.239502
	Iteration 0F: 3 clusters Score -164903 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -165231.906250 Penalty: 2316.239502
	Iteration 1F: 3 clusters Score -165231.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -165359.000000 Penalty: 2316.239502
	Iteration 2F: 3 clusters Score -165359 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -165435.734375 Penalty: 2316.239502
	Iteration 3F: 3 clusters Score -165435.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -165517.437500 Penalty: 2316.239502
	Iteration 4Q: 3 clusters Score -165517.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -165602.187500 Penalty: 2316.239502
	Iteration 5F: 3 clusters Score -165602.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -165670.234375 Penalty: 2316.239502
	Iteration 6Q: 3 clusters Score -165670.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -165712.781250 Penalty: 2316.239502
	Iteration 7Q: 3 clusters Score -165712.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -165728.328125 Penalty: 2316.239502
	Iteration 8Q: 3 clusters Score -165728.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -165737.656250 Penalty: 2316.239502
	Iteration 9Q: 3 clusters Score -165737.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -165744.953125 Penalty: 2316.239502
	Iteration 10Q: 3 clusters Score -165745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -165751.421875 Penalty: 2316.239502
	Iteration 11Q: 3 clusters Score -165751.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -165752.859375 Penalty: 2316.239502
	Iteration 12Q: 3 clusters Score -165752.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -165756.593750 Penalty: 2316.239502
	Iteration 13Q: 3 clusters Score -165756.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -165762.687500 Penalty: 2316.239502
	Iteration 14Q: 3 clusters Score -165762.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -165768.968750 Penalty: 2316.239502
	Iteration 15Q: 3 clusters Score -165769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -165772.625000 Penalty: 2316.239502
	Iteration 16Q: 3 clusters Score -165772.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -165777.406250 Penalty: 2316.239502
	Iteration 17Q: 3 clusters Score -165777.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -165784.781250 Penalty: 2316.239502
	Iteration 18Q: 3 clusters Score -165784.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -165787.375000 Penalty: 2316.239502
	Iteration 19Q: 3 clusters Score -165787.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -165790.609375 Penalty: 2316.239502
	Iteration 20F: 3 clusters Score -165790.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -258177.984375 Penalty: 1241.363647
	Iteration 0F: 2 clusters Score -258178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -256062.843750 Penalty: 2482.727295
	Iteration 0F: 3 clusters Score -256062.8 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -256685.281250 Penalty: 2482.727295
	Iteration 1F: 3 clusters Score -256685.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -256935.390625 Penalty: 2482.727295
	Iteration 2F: 3 clusters Score -256935.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -257146.078125 Penalty: 2482.727295
	Iteration 3F: 3 clusters Score -257146.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -257295.500000 Penalty: 2482.727295
	Iteration 4F: 3 clusters Score -257295.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -257395.843750 Penalty: 2482.727295
	Iteration 5Q: 3 clusters Score -257395.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -257456.750000 Penalty: 2482.727295
	Iteration 6Q: 3 clusters Score -257456.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -257492.406250 Penalty: 2482.727295
	Iteration 7Q: 3 clusters Score -257492.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -257512.109375 Penalty: 2482.727295
	Iteration 8Q: 3 clusters Score -257512.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -257525.687500 Penalty: 2482.727295
	Iteration 9Q: 3 clusters Score -257525.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -257536.296875 Penalty: 2482.727295
	Iteration 10Q: 3 clusters Score -257536.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -257542.500000 Penalty: 2482.727295
	Iteration 11Q: 3 clusters Score -257542.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -257547.343750 Penalty: 2482.727295
	Iteration 12Q: 3 clusters Score -257547.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -257549.687500 Penalty: 2482.727295
	Iteration 13Q: 3 clusters Score -257549.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -257551.390625 Penalty: 2482.727295
	Iteration 14Q: 3 clusters Score -257551.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -257551.390625 Penalty: 2482.727295
	Iteration 15F: 3 clusters Score -257551.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Entering Unmasked Estep 
Score: -1337473.125000 Penalty: 1486.417969
	Iteration 0F: 2 clusters Score -1337473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1330696.250000 Penalty: 2972.835938
	Iteration 0F: 3 clusters Score -1330696 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1332827.750000 Penalty: 2972.835938
	Iteration 1F: 3 clusters Score -1332828 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1333091.250000 Penalty: 2972.835938
	Iteration 2F: 3 clusters Score -1333091 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1333309.875000 Penalty: 2972.835938
	Iteration 3F: 3 clusters Score -1333310 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1333488.500000 Penalty: 2972.835938
	Iteration 4Q: 3 clusters Score -1333488 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1333639.500000 Penalty: 2972.835938
	Iteration 5Q: 3 clusters Score -1333640 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1333760.125000 Penalty: 2972.835938
	Iteration 6Q: 3 clusters Score -1333760 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1333865.000000 Penalty: 2972.835938
	Iteration 7Q: 3 clusters Score -1333865 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1333972.125000 Penalty: 2972.835938
	Iteration 8Q: 3 clusters Score -1333972 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1334088.375000 Penalty: 2972.835938
	Iteration 9Q: 3 clusters Score -1334088 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1334198.125000 Penalty: 2972.835938
	Iteration 10Q: 3 clusters Score -1334198 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1334313.125000 Penalty: 2972.835938
	Iteration 11Q: 3 clusters Score -1334313 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1334412.500000 Penalty: 2972.835938
	Iteration 12Q: 3 clusters Score -1334412 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1334500.625000 Penalty: 2972.835938
	Iteration 13Q: 3 clusters Score -1334501 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1334581.625000 Penalty: 2972.835938
	Iteration 14Q: 3 clusters Score -1334582 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1334666.375000 Penalty: 2972.835938
	Iteration 15Q: 3 clusters Score -1334666 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1334761.125000 Penalty: 2972.835938
	Iteration 16Q: 3 clusters Score -1334761 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1334872.375000 Penalty: 2972.835938
	Iteration 17Q: 3 clusters Score -1334872 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1334995.125000 Penalty: 2972.835938
	Iteration 18Q: 3 clusters Score -1334995 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1335107.125000 Penalty: 2972.835938
	Iteration 19Q: 3 clusters Score -1335107 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1335229.250000 Penalty: 2972.835938
	Iteration 20F: 3 clusters Score -1335229 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1335383.250000 Penalty: 2972.835938
	Iteration 21Q: 3 clusters Score -1335383 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1335516.000000 Penalty: 2972.835938
	Iteration 22Q: 3 clusters Score -1335516 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1335672.625000 Penalty: 2972.835938
	Iteration 23Q: 3 clusters Score -1335673 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1335795.375000 Penalty: 2972.835938
	Iteration 24Q: 3 clusters Score -1335795 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1335892.875000 Penalty: 2972.835938
	Iteration 25Q: 3 clusters Score -1335893 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1335963.750000 Penalty: 2972.835938
	Iteration 26Q: 3 clusters Score -1335964 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1336040.000000 Penalty: 2972.835938
	Iteration 27Q: 3 clusters Score -1336040 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1336104.000000 Penalty: 2972.835938
	Iteration 28Q: 3 clusters Score -1336104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1336143.375000 Penalty: 2972.835938
	Iteration 29Q: 3 clusters Score -1336143 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1336171.625000 Penalty: 2972.835938
	Iteration 30Q: 3 clusters Score -1336172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1336194.500000 Penalty: 2972.835938
	Iteration 31Q: 3 clusters Score -1336194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1336210.750000 Penalty: 2972.835938
	Iteration 32Q: 3 clusters Score -1336211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1336230.125000 Penalty: 2972.835938
	Iteration 33Q: 3 clusters Score -1336230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1336243.125000 Penalty: 2972.835938
	Iteration 34Q: 3 clusters Score -1336243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1336256.000000 Penalty: 2972.835938
	Iteration 35Q: 3 clusters Score -1336256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1336265.000000 Penalty: 2972.835938
	Iteration 36Q: 3 clusters Score -1336265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1336274.750000 Penalty: 2972.835938
	Iteration 37Q: 3 clusters Score -1336275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1336280.250000 Penalty: 2972.835938
	Iteration 38Q: 3 clusters Score -1336280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1336283.750000 Penalty: 2972.835938
	Iteration 39Q: 3 clusters Score -1336284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1336289.750000 Penalty: 2972.835938
	Iteration 40F: 3 clusters Score -1336290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1336290.375000 Penalty: 2972.835938
	Iteration 41Q: 3 clusters Score -1336290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1336295.500000 Penalty: 2972.835938
	Iteration 42Q: 3 clusters Score -1336296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1336299.750000 Penalty: 2972.835938
	Iteration 43Q: 3 clusters Score -1336300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1336303.375000 Penalty: 2972.835938
	Iteration 44Q: 3 clusters Score -1336303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1336307.500000 Penalty: 2972.835938
	Iteration 45Q: 3 clusters Score -1336308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1336313.250000 Penalty: 2972.835938
	Iteration 46Q: 3 clusters Score -1336313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1336315.875000 Penalty: 2972.835938
	Iteration 47Q: 3 clusters Score -1336316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1336318.375000 Penalty: 2972.835938
	Iteration 48Q: 3 clusters Score -1336318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1336318.125000 Penalty: 2972.835938
	Iteration 49Q: 3 clusters Score -1336318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1336321.000000 Penalty: 2972.835938
	Iteration 50Q: 3 clusters Score -1336321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1336325.625000 Penalty: 2972.835938
	Iteration 51Q: 3 clusters Score -1336326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1336329.750000 Penalty: 2972.835938
	Iteration 52Q: 3 clusters Score -1336330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1336332.875000 Penalty: 2972.835938
	Iteration 53Q: 3 clusters Score -1336333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1336333.875000 Penalty: 2972.835938
	Iteration 54Q: 3 clusters Score -1336334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1336334.000000 Penalty: 2972.835938
	Iteration 55Q: 3 clusters Score -1336334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1336332.375000 Penalty: 2972.835938
	Iteration 56Q: 3 clusters Score -1336332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1336333.000000 Penalty: 2972.835938
	Iteration 57Q: 3 clusters Score -1336333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1336332.625000 Penalty: 2972.835938
	Iteration 58Q: 3 clusters Score -1336333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1336333.375000 Penalty: 2972.835938
	Iteration 59Q: 3 clusters Score -1336333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1336334.000000 Penalty: 2972.835938
	Iteration 60F: 3 clusters Score -1336334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1336335.000000 Penalty: 2972.835938
	Iteration 61Q: 3 clusters Score -1336335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1336335.875000 Penalty: 2972.835938
	Iteration 62Q: 3 clusters Score -1336336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1336337.625000 Penalty: 2972.835938
	Iteration 63Q: 3 clusters Score -1336338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1336336.125000 Penalty: 2972.835938
	Iteration 64Q: 3 clusters Score -1336336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1336337.625000 Penalty: 2972.835938
	Iteration 65Q: 3 clusters Score -1336338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1336338.625000 Penalty: 2972.835938
	Iteration 66Q: 3 clusters Score -1336339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1336341.250000 Penalty: 2972.835938
	Iteration 67Q: 3 clusters Score -1336341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1336342.750000 Penalty: 2972.835938
	Iteration 68Q: 3 clusters Score -1336343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1336346.125000 Penalty: 2972.835938
	Iteration 69Q: 3 clusters Score -1336346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1336348.125000 Penalty: 2972.835938
	Iteration 70Q: 3 clusters Score -1336348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1336348.500000 Penalty: 2972.835938
	Iteration 71Q: 3 clusters Score -1336348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1336348.500000 Penalty: 2972.835938
	Iteration 72F: 3 clusters Score -1336348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Entering Unmasked Estep 
Score: -2250562.000000 Penalty: 1559.208008
	Iteration 0F: 2 clusters Score -2250562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2240617.000000 Penalty: 3118.416016
	Iteration 0F: 3 clusters Score -2240617 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2244178.000000 Penalty: 3118.416016
	Iteration 1F: 3 clusters Score -2244178 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2244495.750000 Penalty: 3118.416016
	Iteration 2F: 3 clusters Score -2244496 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2244746.250000 Penalty: 3118.416016
	Iteration 3Q: 3 clusters Score -2244746 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2244976.000000 Penalty: 3118.416016
	Iteration 4Q: 3 clusters Score -2244976 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2245226.250000 Penalty: 3118.416016
	Iteration 5Q: 3 clusters Score -2245226 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2245479.250000 Penalty: 3118.416016
	Iteration 6Q: 3 clusters Score -2245479 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2245716.750000 Penalty: 3118.416016
	Iteration 7Q: 3 clusters Score -2245717 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2246014.750000 Penalty: 3118.416016
	Iteration 8Q: 3 clusters Score -2246015 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2246335.000000 Penalty: 3118.416016
	Iteration 9Q: 3 clusters Score -2246335 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2246677.000000 Penalty: 3118.416016
	Iteration 10Q: 3 clusters Score -2246677 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2247037.000000 Penalty: 3118.416016
	Iteration 11Q: 3 clusters Score -2247037 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2247333.500000 Penalty: 3118.416016
	Iteration 12Q: 3 clusters Score -2247334 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2247665.500000 Penalty: 3118.416016
	Iteration 13Q: 3 clusters Score -2247666 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2247977.500000 Penalty: 3118.416016
	Iteration 14Q: 3 clusters Score -2247978 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2248230.250000 Penalty: 3118.416016
	Iteration 15Q: 3 clusters Score -2248230 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2248440.250000 Penalty: 3118.416016
	Iteration 16Q: 3 clusters Score -2248440 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2248596.750000 Penalty: 3118.416016
	Iteration 17Q: 3 clusters Score -2248597 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2248717.250000 Penalty: 3118.416016
	Iteration 18Q: 3 clusters Score -2248717 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2248806.000000 Penalty: 3118.416016
	Iteration 19Q: 3 clusters Score -2248806 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2248881.500000 Penalty: 3118.416016
	Iteration 20F: 3 clusters Score -2248882 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2248948.500000 Penalty: 3118.416016
	Iteration 21Q: 3 clusters Score -2248948 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2248990.500000 Penalty: 3118.416016
	Iteration 22Q: 3 clusters Score -2248990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2249012.000000 Penalty: 3118.416016
	Iteration 23Q: 3 clusters Score -2249012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2249034.250000 Penalty: 3118.416016
	Iteration 24Q: 3 clusters Score -2249034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2249057.750000 Penalty: 3118.416016
	Iteration 25Q: 3 clusters Score -2249058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2249073.500000 Penalty: 3118.416016
	Iteration 26Q: 3 clusters Score -2249074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2249086.500000 Penalty: 3118.416016
	Iteration 27Q: 3 clusters Score -2249086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2249096.250000 Penalty: 3118.416016
	Iteration 28Q: 3 clusters Score -2249096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2249111.500000 Penalty: 3118.416016
	Iteration 29Q: 3 clusters Score -2249112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2249121.750000 Penalty: 3118.416016
	Iteration 30Q: 3 clusters Score -2249122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2249130.250000 Penalty: 3118.416016
	Iteration 31Q: 3 clusters Score -2249130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2249135.000000 Penalty: 3118.416016
	Iteration 32Q: 3 clusters Score -2249135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2249140.250000 Penalty: 3118.416016
	Iteration 33Q: 3 clusters Score -2249140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2249147.000000 Penalty: 3118.416016
	Iteration 34Q: 3 clusters Score -2249147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2249150.250000 Penalty: 3118.416016
	Iteration 35Q: 3 clusters Score -2249150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2249150.750000 Penalty: 3118.416016
	Iteration 36Q: 3 clusters Score -2249151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2249153.000000 Penalty: 3118.416016
	Iteration 37Q: 3 clusters Score -2249153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2249157.000000 Penalty: 3118.416016
	Iteration 38Q: 3 clusters Score -2249157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2249160.250000 Penalty: 3118.416016
	Iteration 39Q: 3 clusters Score -2249160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2249161.750000 Penalty: 3118.416016
	Iteration 40F: 3 clusters Score -2249162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Entering Unmasked Estep 
Score: -555376.937500 Penalty: 1352.507446
	Iteration 0F: 2 clusters Score -555376.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -552000.562500 Penalty: 2705.014893
	Iteration 0F: 3 clusters Score -552000.6 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -552905.062500 Penalty: 2705.014893
	Iteration 1F: 3 clusters Score -552905.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -553121.562500 Penalty: 2705.014893
	Iteration 2F: 3 clusters Score -553121.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -553254.562500 Penalty: 2705.014893
	Iteration 3F: 3 clusters Score -553254.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -553376.625000 Penalty: 2705.014893
	Iteration 4Q: 3 clusters Score -553376.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -553523.187500 Penalty: 2705.014893
	Iteration 5Q: 3 clusters Score -553523.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -553681.750000 Penalty: 2705.014893
	Iteration 6Q: 3 clusters Score -553681.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -553819.687500 Penalty: 2705.014893
	Iteration 7Q: 3 clusters Score -553819.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -553950.437500 Penalty: 2705.014893
	Iteration 8Q: 3 clusters Score -553950.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -554075.562500 Penalty: 2705.014893
	Iteration 9Q: 3 clusters Score -554075.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -554207.062500 Penalty: 2705.014893
	Iteration 10Q: 3 clusters Score -554207.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -554296.625000 Penalty: 2705.014893
	Iteration 11Q: 3 clusters Score -554296.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -554355.187500 Penalty: 2705.014893
	Iteration 12Q: 3 clusters Score -554355.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -554408.062500 Penalty: 2705.014893
	Iteration 13Q: 3 clusters Score -554408.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -554461.562500 Penalty: 2705.014893
	Iteration 14Q: 3 clusters Score -554461.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -554511.437500 Penalty: 2705.014893
	Iteration 15Q: 3 clusters Score -554511.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -554542.687500 Penalty: 2705.014893
	Iteration 16Q: 3 clusters Score -554542.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -554560.625000 Penalty: 2705.014893
	Iteration 17Q: 3 clusters Score -554560.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -554573.437500 Penalty: 2705.014893
	Iteration 18Q: 3 clusters Score -554573.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -554584.812500 Penalty: 2705.014893
	Iteration 19Q: 3 clusters Score -554584.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -554592.437500 Penalty: 2705.014893
	Iteration 20F: 3 clusters Score -554592.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -554604.312500 Penalty: 2705.014893
	Iteration 21Q: 3 clusters Score -554604.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -554613.937500 Penalty: 2705.014893
	Iteration 22Q: 3 clusters Score -554613.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -554625.187500 Penalty: 2705.014893
	Iteration 23Q: 3 clusters Score -554625.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -554632.250000 Penalty: 2705.014893
	Iteration 24Q: 3 clusters Score -554632.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -554642.500000 Penalty: 2705.014893
	Iteration 25Q: 3 clusters Score -554642.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -554649.562500 Penalty: 2705.014893
	Iteration 26Q: 3 clusters Score -554649.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -554659.187500 Penalty: 2705.014893
	Iteration 27Q: 3 clusters Score -554659.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -554673.125000 Penalty: 2705.014893
	Iteration 28Q: 3 clusters Score -554673.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -554681.625000 Penalty: 2705.014893
	Iteration 29Q: 3 clusters Score -554681.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -554692.812500 Penalty: 2705.014893
	Iteration 30Q: 3 clusters Score -554692.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -554705.625000 Penalty: 2705.014893
	Iteration 31Q: 3 clusters Score -554705.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -554715.375000 Penalty: 2705.014893
	Iteration 32Q: 3 clusters Score -554715.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -554720.250000 Penalty: 2705.014893
	Iteration 33Q: 3 clusters Score -554720.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -554723.750000 Penalty: 2705.014893
	Iteration 34Q: 3 clusters Score -554723.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -554732.687500 Penalty: 2705.014893
	Iteration 35Q: 3 clusters Score -554732.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -554739.875000 Penalty: 2705.014893
	Iteration 36Q: 3 clusters Score -554739.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -554748.187500 Penalty: 2705.014893
	Iteration 37Q: 3 clusters Score -554748.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -554755.375000 Penalty: 2705.014893
	Iteration 38Q: 3 clusters Score -554755.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -554761.000000 Penalty: 2705.014893
	Iteration 39Q: 3 clusters Score -554761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -554767.687500 Penalty: 2705.014893
	Iteration 40F: 3 clusters Score -554767.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -554773.187500 Penalty: 2705.014893
	Iteration 41Q: 3 clusters Score -554773.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -554780.062500 Penalty: 2705.014893
	Iteration 42Q: 3 clusters Score -554780.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -554781.875000 Penalty: 2705.014893
	Iteration 43Q: 3 clusters Score -554781.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -554786.750000 Penalty: 2705.014893
	Iteration 44Q: 3 clusters Score -554786.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -554792.562500 Penalty: 2705.014893
	Iteration 45Q: 3 clusters Score -554792.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -554796.812500 Penalty: 2705.014893
	Iteration 46Q: 3 clusters Score -554796.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -554802.375000 Penalty: 2705.014893
	Iteration 47Q: 3 clusters Score -554802.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -554807.000000 Penalty: 2705.014893
	Iteration 48Q: 3 clusters Score -554807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -554809.625000 Penalty: 2705.014893
	Iteration 49Q: 3 clusters Score -554809.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -554814.187500 Penalty: 2705.014893
	Iteration 50Q: 3 clusters Score -554814.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -554818.312500 Penalty: 2705.014893
	Iteration 51Q: 3 clusters Score -554818.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -554827.437500 Penalty: 2705.014893
	Iteration 52Q: 3 clusters Score -554827.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -554834.312500 Penalty: 2705.014893
	Iteration 53Q: 3 clusters Score -554834.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -554838.375000 Penalty: 2705.014893
	Iteration 54Q: 3 clusters Score -554838.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -554844.937500 Penalty: 2705.014893
	Iteration 55Q: 3 clusters Score -554844.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -554848.937500 Penalty: 2705.014893
	Iteration 56Q: 3 clusters Score -554848.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -554853.687500 Penalty: 2705.014893
	Iteration 57Q: 3 clusters Score -554853.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -554856.812500 Penalty: 2705.014893
	Iteration 58Q: 3 clusters Score -554856.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -554858.187500 Penalty: 2705.014893
	Iteration 59Q: 3 clusters Score -554858.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -554859.500000 Penalty: 2705.014893
	Iteration 60F: 3 clusters Score -554859.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -554859.750000 Penalty: 2705.014893
	Iteration 61Q: 3 clusters Score -554859.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -554860.187500 Penalty: 2705.014893
	Iteration 62Q: 3 clusters Score -554860.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -554862.500000 Penalty: 2705.014893
	Iteration 63Q: 3 clusters Score -554862.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -554863.750000 Penalty: 2705.014893
	Iteration 64Q: 3 clusters Score -554863.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -554864.625000 Penalty: 2705.014893
	Iteration 65Q: 3 clusters Score -554864.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -554868.187500 Penalty: 2705.014893
	Iteration 66Q: 3 clusters Score -554868.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -554871.437500 Penalty: 2705.014893
	Iteration 67Q: 3 clusters Score -554871.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -554873.625000 Penalty: 2705.014893
	Iteration 68Q: 3 clusters Score -554873.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -554874.500000 Penalty: 2705.014893
	Iteration 69Q: 3 clusters Score -554874.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -554875.437500 Penalty: 2705.014893
	Iteration 70Q: 3 clusters Score -554875.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -554877.187500 Penalty: 2705.014893
	Iteration 71Q: 3 clusters Score -554877.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -554878.000000 Penalty: 2705.014893
	Iteration 72Q: 3 clusters Score -554878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -554879.500000 Penalty: 2705.014893
	Iteration 73Q: 3 clusters Score -554879.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -554881.812500 Penalty: 2705.014893
	Iteration 74Q: 3 clusters Score -554881.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -554884.187500 Penalty: 2705.014893
	Iteration 75Q: 3 clusters Score -554884.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -554885.750000 Penalty: 2705.014893
	Iteration 76Q: 3 clusters Score -554885.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -554887.500000 Penalty: 2705.014893
	Iteration 77Q: 3 clusters Score -554887.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -554890.125000 Penalty: 2705.014893
	Iteration 78Q: 3 clusters Score -554890.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -554891.937500 Penalty: 2705.014893
	Iteration 79Q: 3 clusters Score -554891.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -554891.562500 Penalty: 2705.014893
	Iteration 80F: 3 clusters Score -554891.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Entering Unmasked Estep 
Score: -402166.375000 Penalty: 1302.866089
	Iteration 0F: 2 clusters Score -402166.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -399425.375000 Penalty: 2605.732178
	Iteration 0F: 3 clusters Score -399425.4 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -400168.468750 Penalty: 2605.732178
	Iteration 1F: 3 clusters Score -400168.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -400373.531250 Penalty: 2605.732178
	Iteration 2F: 3 clusters Score -400373.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -400571.343750 Penalty: 2605.732178
	Iteration 3F: 3 clusters Score -400571.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -400753.468750 Penalty: 2605.732178
	Iteration 4F: 3 clusters Score -400753.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -400922.281250 Penalty: 2605.732178
	Iteration 5F: 3 clusters Score -400922.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -401096.906250 Penalty: 2605.732178
	Iteration 6F: 3 clusters Score -401096.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -401278.500000 Penalty: 2605.732178
	Iteration 7F: 3 clusters Score -401278.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -401473.281250 Penalty: 2605.732178
	Iteration 8F: 3 clusters Score -401473.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -401622.281250 Penalty: 2605.732178
	Iteration 9Q: 3 clusters Score -401622.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -401731.687500 Penalty: 2605.732178
	Iteration 10Q: 3 clusters Score -401731.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -401793.781250 Penalty: 2605.732178
	Iteration 11Q: 3 clusters Score -401793.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -401838.968750 Penalty: 2605.732178
	Iteration 12Q: 3 clusters Score -401839 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -401876.906250 Penalty: 2605.732178
	Iteration 13Q: 3 clusters Score -401876.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -401911.281250 Penalty: 2605.732178
	Iteration 14Q: 3 clusters Score -401911.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -401943.781250 Penalty: 2605.732178
	Iteration 15Q: 3 clusters Score -401943.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -401974.375000 Penalty: 2605.732178
	Iteration 16Q: 3 clusters Score -401974.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -402006.062500 Penalty: 2605.732178
	Iteration 17Q: 3 clusters Score -402006.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -402026.468750 Penalty: 2605.732178
	Iteration 18Q: 3 clusters Score -402026.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -402043.781250 Penalty: 2605.732178
	Iteration 19Q: 3 clusters Score -402043.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -402068.531250 Penalty: 2605.732178
	Iteration 20F: 3 clusters Score -402068.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -402090.031250 Penalty: 2605.732178
	Iteration 21Q: 3 clusters Score -402090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -402098.281250 Penalty: 2605.732178
	Iteration 22Q: 3 clusters Score -402098.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -402102.593750 Penalty: 2605.732178
	Iteration 23Q: 3 clusters Score -402102.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -402108.812500 Penalty: 2605.732178
	Iteration 24Q: 3 clusters Score -402108.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -402115.125000 Penalty: 2605.732178
	Iteration 25Q: 3 clusters Score -402115.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -402116.625000 Penalty: 2605.732178
	Iteration 26Q: 3 clusters Score -402116.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -402118.906250 Penalty: 2605.732178
	Iteration 27Q: 3 clusters Score -402118.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -402121.187500 Penalty: 2605.732178
	Iteration 28Q: 3 clusters Score -402121.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -402120.781250 Penalty: 2605.732178
	Iteration 29Q: 3 clusters Score -402120.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -402121.156250 Penalty: 2605.732178
	Iteration 30Q: 3 clusters Score -402121.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -402121.687500 Penalty: 2605.732178
	Iteration 31Q: 3 clusters Score -402121.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -402122.312500 Penalty: 2605.732178
	Iteration 32Q: 3 clusters Score -402122.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -402122.375000 Penalty: 2605.732178
	Iteration 33Q: 3 clusters Score -402122.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -402122.375000 Penalty: 2605.732178
	Iteration 34F: 3 clusters Score -402122.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Entering Unmasked Estep 
Score: -374211.593750 Penalty: 1290.576172
	Iteration 0F: 2 clusters Score -374211.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -371671.062500 Penalty: 2581.152344
	Iteration 0F: 3 clusters Score -371671.1 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -372366.312500 Penalty: 2581.152344
	Iteration 1F: 3 clusters Score -372366.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -372624.125000 Penalty: 2581.152344
	Iteration 2F: 3 clusters Score -372624.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -372820.968750 Penalty: 2581.152344
	Iteration 3F: 3 clusters Score -372821 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -372989.406250 Penalty: 2581.152344
	Iteration 4F: 3 clusters Score -372989.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -373120.062500 Penalty: 2581.152344
	Iteration 5F: 3 clusters Score -373120.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -373267.750000 Penalty: 2581.152344
	Iteration 6Q: 3 clusters Score -373267.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -373398.187500 Penalty: 2581.152344
	Iteration 7Q: 3 clusters Score -373398.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -373496.343750 Penalty: 2581.152344
	Iteration 8Q: 3 clusters Score -373496.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -373571.750000 Penalty: 2581.152344
	Iteration 9Q: 3 clusters Score -373571.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -373615.343750 Penalty: 2581.152344
	Iteration 10Q: 3 clusters Score -373615.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -373658.875000 Penalty: 2581.152344
	Iteration 11Q: 3 clusters Score -373658.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -373695.843750 Penalty: 2581.152344
	Iteration 12Q: 3 clusters Score -373695.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -373717.468750 Penalty: 2581.152344
	Iteration 13Q: 3 clusters Score -373717.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -373732.218750 Penalty: 2581.152344
	Iteration 14Q: 3 clusters Score -373732.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -373742.781250 Penalty: 2581.152344
	Iteration 15Q: 3 clusters Score -373742.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -373753.250000 Penalty: 2581.152344
	Iteration 16Q: 3 clusters Score -373753.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -373760.468750 Penalty: 2581.152344
	Iteration 17Q: 3 clusters Score -373760.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -373766.781250 Penalty: 2581.152344
	Iteration 18Q: 3 clusters Score -373766.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -373770.125000 Penalty: 2581.152344
	Iteration 19Q: 3 clusters Score -373770.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -373773.812500 Penalty: 2581.152344
	Iteration 20F: 3 clusters Score -373773.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -373779.937500 Penalty: 2581.152344
	Iteration 21Q: 3 clusters Score -373779.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -373787.156250 Penalty: 2581.152344
	Iteration 22Q: 3 clusters Score -373787.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -373790.593750 Penalty: 2581.152344
	Iteration 23Q: 3 clusters Score -373790.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -373793.687500 Penalty: 2581.152344
	Iteration 24Q: 3 clusters Score -373793.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -373797.625000 Penalty: 2581.152344
	Iteration 25Q: 3 clusters Score -373797.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -373802.125000 Penalty: 2581.152344
	Iteration 26Q: 3 clusters Score -373802.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -373807.406250 Penalty: 2581.152344
	Iteration 27Q: 3 clusters Score -373807.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -373810.343750 Penalty: 2581.152344
	Iteration 28Q: 3 clusters Score -373810.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -373812.125000 Penalty: 2581.152344
	Iteration 29Q: 3 clusters Score -373812.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -373813.593750 Penalty: 2581.152344
	Iteration 30Q: 3 clusters Score -373813.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -373813.593750 Penalty: 2581.152344
	Iteration 31F: 3 clusters Score -373813.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Entering Unmasked Estep 
Score: -1946135.500000 Penalty: 1537.466553
	Iteration 0F: 2 clusters Score -1946136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1937341.750000 Penalty: 3074.933105
	Iteration 0F: 3 clusters Score -1937342 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1940254.500000 Penalty: 3074.933105
	Iteration 1F: 3 clusters Score -1940254 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1940590.500000 Penalty: 3074.933105
	Iteration 2F: 3 clusters Score -1940590 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1940902.875000 Penalty: 3074.933105
	Iteration 3F: 3 clusters Score -1940903 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1941284.125000 Penalty: 3074.933105
	Iteration 4F: 3 clusters Score -1941284 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1941715.500000 Penalty: 3074.933105
	Iteration 5F: 3 clusters Score -1941716 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1942227.750000 Penalty: 3074.933105
	Iteration 6F: 3 clusters Score -1942228 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1942777.500000 Penalty: 3074.933105
	Iteration 7F: 3 clusters Score -1942778 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1943292.500000 Penalty: 3074.933105
	Iteration 8F: 3 clusters Score -1943292 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1943708.375000 Penalty: 3074.933105
	Iteration 9Q: 3 clusters Score -1943708 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1944029.875000 Penalty: 3074.933105
	Iteration 10Q: 3 clusters Score -1944030 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1944261.375000 Penalty: 3074.933105
	Iteration 11Q: 3 clusters Score -1944261 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1944420.500000 Penalty: 3074.933105
	Iteration 12Q: 3 clusters Score -1944420 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1944534.125000 Penalty: 3074.933105
	Iteration 13Q: 3 clusters Score -1944534 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1944618.000000 Penalty: 3074.933105
	Iteration 14Q: 3 clusters Score -1944618 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1944680.625000 Penalty: 3074.933105
	Iteration 15Q: 3 clusters Score -1944681 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1944710.500000 Penalty: 3074.933105
	Iteration 16Q: 3 clusters Score -1944710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1944736.750000 Penalty: 3074.933105
	Iteration 17Q: 3 clusters Score -1944737 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1944755.000000 Penalty: 3074.933105
	Iteration 18Q: 3 clusters Score -1944755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1944762.750000 Penalty: 3074.933105
	Iteration 19Q: 3 clusters Score -1944763 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1944777.250000 Penalty: 3074.933105
	Iteration 20F: 3 clusters Score -1944777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1944796.750000 Penalty: 3074.933105
	Iteration 21Q: 3 clusters Score -1944797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1944812.000000 Penalty: 3074.933105
	Iteration 22Q: 3 clusters Score -1944812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1944819.750000 Penalty: 3074.933105
	Iteration 23Q: 3 clusters Score -1944820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1944820.375000 Penalty: 3074.933105
	Iteration 24Q: 3 clusters Score -1944820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1944822.625000 Penalty: 3074.933105
	Iteration 25Q: 3 clusters Score -1944823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1944829.250000 Penalty: 3074.933105
	Iteration 26Q: 3 clusters Score -1944829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1944835.625000 Penalty: 3074.933105
	Iteration 27Q: 3 clusters Score -1944836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1944841.500000 Penalty: 3074.933105
	Iteration 28Q: 3 clusters Score -1944842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1944842.750000 Penalty: 3074.933105
	Iteration 29Q: 3 clusters Score -1944843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1944845.750000 Penalty: 3074.933105
	Iteration 30Q: 3 clusters Score -1944846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1944845.750000 Penalty: 3074.933105
	Iteration 31Q: 3 clusters Score -1944846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1944850.125000 Penalty: 3074.933105
	Iteration 32Q: 3 clusters Score -1944850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1944850.125000 Penalty: 3074.933105
	Iteration 33Q: 3 clusters Score -1944850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1944849.000000 Penalty: 3074.933105
	Iteration 34Q: 3 clusters Score -1944849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1944850.875000 Penalty: 3074.933105
	Iteration 35Q: 3 clusters Score -1944851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1944849.875000 Penalty: 3074.933105
	Iteration 36Q: 3 clusters Score -1944850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1944849.875000 Penalty: 3074.933105
	Iteration 37F: 3 clusters Score -1944850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Entering Unmasked Estep 
Score: -169240.890625 Penalty: 1165.892700
	Iteration 0F: 2 clusters Score -169240.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -167647.421875 Penalty: 2331.785400
	Iteration 0F: 3 clusters Score -167647.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -168072.109375 Penalty: 2331.785400
	Iteration 1F: 3 clusters Score -168072.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -168184.453125 Penalty: 2331.785400
	Iteration 2F: 3 clusters Score -168184.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -168248.484375 Penalty: 2331.785400
	Iteration 3Q: 3 clusters Score -168248.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -168292.562500 Penalty: 2331.785400
	Iteration 4Q: 3 clusters Score -168292.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -168336.000000 Penalty: 2331.785400
	Iteration 5Q: 3 clusters Score -168336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -168392.437500 Penalty: 2331.785400
	Iteration 6Q: 3 clusters Score -168392.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -168438.078125 Penalty: 2331.785400
	Iteration 7Q: 3 clusters Score -168438.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -168471.015625 Penalty: 2331.785400
	Iteration 8Q: 3 clusters Score -168471 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -168511.687500 Penalty: 2331.785400
	Iteration 9Q: 3 clusters Score -168511.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -168563.218750 Penalty: 2331.785400
	Iteration 10Q: 3 clusters Score -168563.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -168609.312500 Penalty: 2331.785400
	Iteration 11Q: 3 clusters Score -168609.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -168647.796875 Penalty: 2331.785400
	Iteration 12Q: 3 clusters Score -168647.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -168689.312500 Penalty: 2331.785400
	Iteration 13Q: 3 clusters Score -168689.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -168737.109375 Penalty: 2331.785400
	Iteration 14Q: 3 clusters Score -168737.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -168770.203125 Penalty: 2331.785400
	Iteration 15Q: 3 clusters Score -168770.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -168803.593750 Penalty: 2331.785400
	Iteration 16Q: 3 clusters Score -168803.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -168836.984375 Penalty: 2331.785400
	Iteration 17Q: 3 clusters Score -168837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -168850.421875 Penalty: 2331.785400
	Iteration 18Q: 3 clusters Score -168850.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -168861.718750 Penalty: 2331.785400
	Iteration 19Q: 3 clusters Score -168861.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -168879.203125 Penalty: 2331.785400
	Iteration 20F: 3 clusters Score -168879.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -168894.500000 Penalty: 2331.785400
	Iteration 21Q: 3 clusters Score -168894.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -168907.718750 Penalty: 2331.785400
	Iteration 22Q: 3 clusters Score -168907.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -168920.125000 Penalty: 2331.785400
	Iteration 23Q: 3 clusters Score -168920.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -168932.906250 Penalty: 2331.785400
	Iteration 24Q: 3 clusters Score -168932.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -168938.625000 Penalty: 2331.785400
	Iteration 25Q: 3 clusters Score -168938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -168941.203125 Penalty: 2331.785400
	Iteration 26Q: 3 clusters Score -168941.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -168941.843750 Penalty: 2331.785400
	Iteration 27Q: 3 clusters Score -168941.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -168942.593750 Penalty: 2331.785400
	Iteration 28Q: 3 clusters Score -168942.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -168942.593750 Penalty: 2331.785400
	Iteration 29F: 3 clusters Score -168942.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -188866.984375 Penalty: 1177.997437
	Iteration 0F: 2 clusters Score -188867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -187168.328125 Penalty: 2355.994873
	Iteration 0F: 3 clusters Score -187168.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -187530.609375 Penalty: 2355.994873
	Iteration 1F: 3 clusters Score -187530.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -187647.015625 Penalty: 2355.994873
	Iteration 2F: 3 clusters Score -187647 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -187717.843750 Penalty: 2355.994873
	Iteration 3Q: 3 clusters Score -187717.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -187785.046875 Penalty: 2355.994873
	Iteration 4Q: 3 clusters Score -187785 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -187863.500000 Penalty: 2355.994873
	Iteration 5Q: 3 clusters Score -187863.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -187939.781250 Penalty: 2355.994873
	Iteration 6Q: 3 clusters Score -187939.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -187992.062500 Penalty: 2355.994873
	Iteration 7Q: 3 clusters Score -187992.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -188038.796875 Penalty: 2355.994873
	Iteration 8Q: 3 clusters Score -188038.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -188086.609375 Penalty: 2355.994873
	Iteration 9Q: 3 clusters Score -188086.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -188121.984375 Penalty: 2355.994873
	Iteration 10Q: 3 clusters Score -188122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -188139.296875 Penalty: 2355.994873
	Iteration 11Q: 3 clusters Score -188139.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -188150.734375 Penalty: 2355.994873
	Iteration 12Q: 3 clusters Score -188150.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -188157.453125 Penalty: 2355.994873
	Iteration 13Q: 3 clusters Score -188157.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -188160.125000 Penalty: 2355.994873
	Iteration 14Q: 3 clusters Score -188160.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -188162.234375 Penalty: 2355.994873
	Iteration 15Q: 3 clusters Score -188162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -188164.875000 Penalty: 2355.994873
	Iteration 16Q: 3 clusters Score -188164.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -188165.656250 Penalty: 2355.994873
	Iteration 17Q: 3 clusters Score -188165.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -188166.109375 Penalty: 2355.994873
	Iteration 18Q: 3 clusters Score -188166.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -188166.109375 Penalty: 2355.994873
	Iteration 19F: 3 clusters Score -188166.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Entering Unmasked Estep 
Score: -971034.562500 Penalty: 1428.072021
	Iteration 0F: 2 clusters Score -971034.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -966083.500000 Penalty: 2856.144043
	Iteration 0F: 3 clusters Score -966083.5 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -967553.062500 Penalty: 2856.144043
	Iteration 1F: 3 clusters Score -967553.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -967743.250000 Penalty: 2856.144043
	Iteration 2F: 3 clusters Score -967743.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -967861.437500 Penalty: 2856.144043
	Iteration 3Q: 3 clusters Score -967861.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -967958.375000 Penalty: 2856.144043
	Iteration 4Q: 3 clusters Score -967958.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -968037.000000 Penalty: 2856.144043
	Iteration 5Q: 3 clusters Score -968037 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -968105.812500 Penalty: 2856.144043
	Iteration 6Q: 3 clusters Score -968105.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -968158.125000 Penalty: 2856.144043
	Iteration 7Q: 3 clusters Score -968158.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -968207.312500 Penalty: 2856.144043
	Iteration 8Q: 3 clusters Score -968207.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -968262.125000 Penalty: 2856.144043
	Iteration 9Q: 3 clusters Score -968262.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -968321.000000 Penalty: 2856.144043
	Iteration 10Q: 3 clusters Score -968321 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -968374.062500 Penalty: 2856.144043
	Iteration 11Q: 3 clusters Score -968374.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -968418.250000 Penalty: 2856.144043
	Iteration 12Q: 3 clusters Score -968418.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -968461.625000 Penalty: 2856.144043
	Iteration 13Q: 3 clusters Score -968461.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -968503.000000 Penalty: 2856.144043
	Iteration 14Q: 3 clusters Score -968503 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -968540.187500 Penalty: 2856.144043
	Iteration 15Q: 3 clusters Score -968540.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -968580.812500 Penalty: 2856.144043
	Iteration 16Q: 3 clusters Score -968580.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -968618.875000 Penalty: 2856.144043
	Iteration 17Q: 3 clusters Score -968618.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -968666.500000 Penalty: 2856.144043
	Iteration 18Q: 3 clusters Score -968666.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -968719.937500 Penalty: 2856.144043
	Iteration 19Q: 3 clusters Score -968719.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -968781.750000 Penalty: 2856.144043
	Iteration 20F: 3 clusters Score -968781.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -968848.000000 Penalty: 2856.144043
	Iteration 21Q: 3 clusters Score -968848 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -968929.812500 Penalty: 2856.144043
	Iteration 22Q: 3 clusters Score -968929.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -968994.250000 Penalty: 2856.144043
	Iteration 23Q: 3 clusters Score -968994.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -969057.125000 Penalty: 2856.144043
	Iteration 24Q: 3 clusters Score -969057.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -969122.187500 Penalty: 2856.144043
	Iteration 25Q: 3 clusters Score -969122.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -969178.812500 Penalty: 2856.144043
	Iteration 26Q: 3 clusters Score -969178.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -969226.937500 Penalty: 2856.144043
	Iteration 27Q: 3 clusters Score -969226.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -969290.500000 Penalty: 2856.144043
	Iteration 28Q: 3 clusters Score -969290.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -969340.625000 Penalty: 2856.144043
	Iteration 29Q: 3 clusters Score -969340.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -969387.062500 Penalty: 2856.144043
	Iteration 30Q: 3 clusters Score -969387.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -969425.750000 Penalty: 2856.144043
	Iteration 31Q: 3 clusters Score -969425.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -969459.437500 Penalty: 2856.144043
	Iteration 32Q: 3 clusters Score -969459.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -969487.937500 Penalty: 2856.144043
	Iteration 33Q: 3 clusters Score -969487.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -969512.875000 Penalty: 2856.144043
	Iteration 34Q: 3 clusters Score -969512.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -969537.000000 Penalty: 2856.144043
	Iteration 35Q: 3 clusters Score -969537 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -969555.750000 Penalty: 2856.144043
	Iteration 36Q: 3 clusters Score -969555.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -969573.750000 Penalty: 2856.144043
	Iteration 37Q: 3 clusters Score -969573.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -969589.000000 Penalty: 2856.144043
	Iteration 38Q: 3 clusters Score -969589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -969604.625000 Penalty: 2856.144043
	Iteration 39Q: 3 clusters Score -969604.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -969615.500000 Penalty: 2856.144043
	Iteration 40F: 3 clusters Score -969615.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -969629.312500 Penalty: 2856.144043
	Iteration 41Q: 3 clusters Score -969629.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -969636.562500 Penalty: 2856.144043
	Iteration 42Q: 3 clusters Score -969636.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -969641.750000 Penalty: 2856.144043
	Iteration 43Q: 3 clusters Score -969641.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -969653.437500 Penalty: 2856.144043
	Iteration 44Q: 3 clusters Score -969653.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -969657.312500 Penalty: 2856.144043
	Iteration 45Q: 3 clusters Score -969657.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -969661.875000 Penalty: 2856.144043
	Iteration 46Q: 3 clusters Score -969661.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -969666.812500 Penalty: 2856.144043
	Iteration 47Q: 3 clusters Score -969666.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -969672.312500 Penalty: 2856.144043
	Iteration 48Q: 3 clusters Score -969672.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -969680.812500 Penalty: 2856.144043
	Iteration 49Q: 3 clusters Score -969680.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -969686.000000 Penalty: 2856.144043
	Iteration 50Q: 3 clusters Score -969686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -969691.375000 Penalty: 2856.144043
	Iteration 51Q: 3 clusters Score -969691.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -969698.125000 Penalty: 2856.144043
	Iteration 52Q: 3 clusters Score -969698.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -969710.125000 Penalty: 2856.144043
	Iteration 53Q: 3 clusters Score -969710.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -969716.812500 Penalty: 2856.144043
	Iteration 54Q: 3 clusters Score -969716.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -969724.437500 Penalty: 2856.144043
	Iteration 55Q: 3 clusters Score -969724.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -969733.875000 Penalty: 2856.144043
	Iteration 56Q: 3 clusters Score -969733.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -969742.375000 Penalty: 2856.144043
	Iteration 57Q: 3 clusters Score -969742.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -969743.000000 Penalty: 2856.144043
	Iteration 58Q: 3 clusters Score -969743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -969743.562500 Penalty: 2856.144043
	Iteration 59Q: 3 clusters Score -969743.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -969743.562500 Penalty: 2856.144043
	Iteration 60F: 3 clusters Score -969743.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Entering Unmasked Estep 
Score: -1366241.250000 Penalty: 1488.088379
	Iteration 0F: 2 clusters Score -1366241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1359439.375000 Penalty: 2976.176758
	Iteration 0F: 3 clusters Score -1359439 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1362038.000000 Penalty: 2976.176758
	Iteration 1F: 3 clusters Score -1362038 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1362634.375000 Penalty: 2976.176758
	Iteration 2F: 3 clusters Score -1362634 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1363117.875000 Penalty: 2976.176758
	Iteration 3F: 3 clusters Score -1363118 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1363453.125000 Penalty: 2976.176758
	Iteration 4F: 3 clusters Score -1363453 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1363673.000000 Penalty: 2976.176758
	Iteration 5Q: 3 clusters Score -1363673 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1363832.250000 Penalty: 2976.176758
	Iteration 6Q: 3 clusters Score -1363832 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1363970.125000 Penalty: 2976.176758
	Iteration 7Q: 3 clusters Score -1363970 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1364080.000000 Penalty: 2976.176758
	Iteration 8Q: 3 clusters Score -1364080 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1364196.375000 Penalty: 2976.176758
	Iteration 9Q: 3 clusters Score -1364196 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1364334.125000 Penalty: 2976.176758
	Iteration 10Q: 3 clusters Score -1364334 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1364483.875000 Penalty: 2976.176758
	Iteration 11Q: 3 clusters Score -1364484 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1364629.125000 Penalty: 2976.176758
	Iteration 12Q: 3 clusters Score -1364629 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1364786.250000 Penalty: 2976.176758
	Iteration 13Q: 3 clusters Score -1364786 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1364923.750000 Penalty: 2976.176758
	Iteration 14Q: 3 clusters Score -1364924 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1365037.125000 Penalty: 2976.176758
	Iteration 15Q: 3 clusters Score -1365037 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1365117.500000 Penalty: 2976.176758
	Iteration 16Q: 3 clusters Score -1365118 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1365179.750000 Penalty: 2976.176758
	Iteration 17Q: 3 clusters Score -1365180 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1365215.125000 Penalty: 2976.176758
	Iteration 18Q: 3 clusters Score -1365215 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1365249.500000 Penalty: 2976.176758
	Iteration 19Q: 3 clusters Score -1365250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1365271.000000 Penalty: 2976.176758
	Iteration 20F: 3 clusters Score -1365271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1365294.125000 Penalty: 2976.176758
	Iteration 21Q: 3 clusters Score -1365294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1365306.125000 Penalty: 2976.176758
	Iteration 22Q: 3 clusters Score -1365306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1365338.000000 Penalty: 2976.176758
	Iteration 23Q: 3 clusters Score -1365338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1365388.375000 Penalty: 2976.176758
	Iteration 24Q: 3 clusters Score -1365388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1365433.875000 Penalty: 2976.176758
	Iteration 25Q: 3 clusters Score -1365434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1365475.500000 Penalty: 2976.176758
	Iteration 26Q: 3 clusters Score -1365476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1365498.750000 Penalty: 2976.176758
	Iteration 27Q: 3 clusters Score -1365499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1365507.750000 Penalty: 2976.176758
	Iteration 28Q: 3 clusters Score -1365508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1365515.375000 Penalty: 2976.176758
	Iteration 29Q: 3 clusters Score -1365515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1365518.250000 Penalty: 2976.176758
	Iteration 30Q: 3 clusters Score -1365518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1365519.250000 Penalty: 2976.176758
	Iteration 31Q: 3 clusters Score -1365519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1365522.750000 Penalty: 2976.176758
	Iteration 32Q: 3 clusters Score -1365523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1365522.000000 Penalty: 2976.176758
	Iteration 33Q: 3 clusters Score -1365522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1365522.875000 Penalty: 2976.176758
	Iteration 34Q: 3 clusters Score -1365523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1365522.875000 Penalty: 2976.176758
	Iteration 35F: 3 clusters Score -1365523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (20396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Entering Unmasked Estep 
Score: -3113277.250000 Penalty: 1612.502686
	Iteration 0F: 2 clusters Score -3113277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -3100314.500000 Penalty: 3225.005371
	Iteration 0F: 3 clusters Score -3100314 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -3105300.000000 Penalty: 3225.005371
	Iteration 1F: 3 clusters Score -3105300 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -3105633.500000 Penalty: 3225.005371
	Iteration 2Q: 3 clusters Score -3105634 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -3106045.750000 Penalty: 3225.005371
	Iteration 3Q: 3 clusters Score -3106046 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -3106547.250000 Penalty: 3225.005371
	Iteration 4Q: 3 clusters Score -3106547 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -3107064.250000 Penalty: 3225.005371
	Iteration 5F: 3 clusters Score -3107064 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -3107633.250000 Penalty: 3225.005371
	Iteration 6Q: 3 clusters Score -3107633 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -3108198.000000 Penalty: 3225.005371
	Iteration 7Q: 3 clusters Score -3108198 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -3108689.500000 Penalty: 3225.005371
	Iteration 8Q: 3 clusters Score -3108690 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3109152.000000 Penalty: 3225.005371
	Iteration 9Q: 3 clusters Score -3109152 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -3109493.250000 Penalty: 3225.005371
	Iteration 10Q: 3 clusters Score -3109493 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3109835.750000 Penalty: 3225.005371
	Iteration 11Q: 3 clusters Score -3109836 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3110114.000000 Penalty: 3225.005371
	Iteration 12Q: 3 clusters Score -3110114 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3110293.500000 Penalty: 3225.005371
	Iteration 13Q: 3 clusters Score -3110294 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -3110462.750000 Penalty: 3225.005371
	Iteration 14Q: 3 clusters Score -3110463 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -3110617.750000 Penalty: 3225.005371
	Iteration 15Q: 3 clusters Score -3110618 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -3110782.750000 Penalty: 3225.005371
	Iteration 16Q: 3 clusters Score -3110783 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -3110910.000000 Penalty: 3225.005371
	Iteration 17Q: 3 clusters Score -3110910 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3111024.250000 Penalty: 3225.005371
	Iteration 18Q: 3 clusters Score -3111024 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -3111177.000000 Penalty: 3225.005371
	Iteration 19Q: 3 clusters Score -3111177 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3111339.750000 Penalty: 3225.005371
	Iteration 20F: 3 clusters Score -3111340 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -3111478.750000 Penalty: 3225.005371
	Iteration 21Q: 3 clusters Score -3111479 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -3111613.500000 Penalty: 3225.005371
	Iteration 22Q: 3 clusters Score -3111614 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -3111742.500000 Penalty: 3225.005371
	Iteration 23Q: 3 clusters Score -3111742 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3111873.750000 Penalty: 3225.005371
	Iteration 24Q: 3 clusters Score -3111874 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -3111980.250000 Penalty: 3225.005371
	Iteration 25Q: 3 clusters Score -3111980 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -3112075.500000 Penalty: 3225.005371
	Iteration 26Q: 3 clusters Score -3112076 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -3112158.750000 Penalty: 3225.005371
	Iteration 27Q: 3 clusters Score -3112159 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -3112201.000000 Penalty: 3225.005371
	Iteration 28Q: 3 clusters Score -3112201 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3112249.750000 Penalty: 3225.005371
	Iteration 29Q: 3 clusters Score -3112250 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -3112289.750000 Penalty: 3225.005371
	Iteration 30Q: 3 clusters Score -3112290 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -3112313.750000 Penalty: 3225.005371
	Iteration 31Q: 3 clusters Score -3112314 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -3112330.500000 Penalty: 3225.005371
	Iteration 32Q: 3 clusters Score -3112330 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -3112340.000000 Penalty: 3225.005371
	Iteration 33Q: 3 clusters Score -3112340 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -3112378.500000 Penalty: 3225.005371
	Iteration 34Q: 3 clusters Score -3112378 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -3112392.500000 Penalty: 3225.005371
	Iteration 35Q: 3 clusters Score -3112392 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -3112398.500000 Penalty: 3225.005371
	Iteration 36Q: 3 clusters Score -3112398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -3112403.500000 Penalty: 3225.005371
	Iteration 37Q: 3 clusters Score -3112404 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -3112403.250000 Penalty: 3225.005371
	Iteration 38Q: 3 clusters Score -3112403 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -3112406.250000 Penalty: 3225.005371
	Iteration 39Q: 3 clusters Score -3112406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -3112409.000000 Penalty: 3225.005371
	Iteration 40F: 3 clusters Score -3112409 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -3112415.500000 Penalty: 3225.005371
	Iteration 41Q: 3 clusters Score -3112416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -3112418.500000 Penalty: 3225.005371
	Iteration 42Q: 3 clusters Score -3112418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3112430.000000 Penalty: 3225.005371
	Iteration 43Q: 3 clusters Score -3112430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -3112433.250000 Penalty: 3225.005371
	Iteration 44Q: 3 clusters Score -3112433 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -3112432.250000 Penalty: 3225.005371
	Iteration 45Q: 3 clusters Score -3112432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -3112431.750000 Penalty: 3225.005371
	Iteration 46Q: 3 clusters Score -3112432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -3112426.750000 Penalty: 3225.005371
	Iteration 47Q: 3 clusters Score -3112427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -3112427.500000 Penalty: 3225.005371
	Iteration 48Q: 3 clusters Score -3112428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -3112428.500000 Penalty: 3225.005371
	Iteration 49Q: 3 clusters Score -3112428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -3112425.250000 Penalty: 3225.005371
	Iteration 50Q: 3 clusters Score -3112425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -3112424.750000 Penalty: 3225.005371
	Iteration 51Q: 3 clusters Score -3112425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -3112427.250000 Penalty: 3225.005371
	Iteration 52Q: 3 clusters Score -3112427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -3112425.500000 Penalty: 3225.005371
	Iteration 53Q: 3 clusters Score -3112426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -3112432.250000 Penalty: 3225.005371
	Iteration 54Q: 3 clusters Score -3112432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -3112424.750000 Penalty: 3225.005371
	Iteration 55Q: 3 clusters Score -3112425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -3112436.750000 Penalty: 3225.005371
	Iteration 56Q: 3 clusters Score -3112437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -3112434.000000 Penalty: 3225.005371
	Iteration 57Q: 3 clusters Score -3112434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -3112442.000000 Penalty: 3225.005371
	Iteration 58Q: 3 clusters Score -3112442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -3112441.750000 Penalty: 3225.005371
	Iteration 59Q: 3 clusters Score -3112442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -3112447.750000 Penalty: 3225.005371
	Iteration 60F: 3 clusters Score -3112448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -3112451.250000 Penalty: 3225.005371
	Iteration 61Q: 3 clusters Score -3112451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -3112452.250000 Penalty: 3225.005371
	Iteration 62Q: 3 clusters Score -3112452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -3112451.750000 Penalty: 3225.005371
	Iteration 63Q: 3 clusters Score -3112452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -3112447.000000 Penalty: 3225.005371
	Iteration 64Q: 3 clusters Score -3112447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -3112449.250000 Penalty: 3225.005371
	Iteration 65Q: 3 clusters Score -3112449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -3112450.750000 Penalty: 3225.005371
	Iteration 66Q: 3 clusters Score -3112451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -3112449.750000 Penalty: 3225.005371
	Iteration 67Q: 3 clusters Score -3112450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -3112444.250000 Penalty: 3225.005371
	Iteration 68Q: 3 clusters Score -3112444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -3112447.250000 Penalty: 3225.005371
	Iteration 69Q: 3 clusters Score -3112447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -3112449.500000 Penalty: 3225.005371
	Iteration 70Q: 3 clusters Score -3112450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -3112442.750000 Penalty: 3225.005371
	Iteration 71Q: 3 clusters Score -3112443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -3112442.250000 Penalty: 3225.005371
	Iteration 72Q: 3 clusters Score -3112442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3112445.000000 Penalty: 3225.005371
	Iteration 73Q: 3 clusters Score -3112445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3112446.500000 Penalty: 3225.005371
	Iteration 74Q: 3 clusters Score -3112446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3112440.250000 Penalty: 3225.005371
	Iteration 75Q: 3 clusters Score -3112440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -3112440.750000 Penalty: 3225.005371
	Iteration 76Q: 3 clusters Score -3112441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -3112441.500000 Penalty: 3225.005371
	Iteration 77Q: 3 clusters Score -3112442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -3112441.500000 Penalty: 3225.005371
	Iteration 78Q: 3 clusters Score -3112442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -3112445.000000 Penalty: 3225.005371
	Iteration 79Q: 3 clusters Score -3112445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -3112444.000000 Penalty: 3225.005371
	Iteration 80F: 3 clusters Score -3112444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -3112446.500000 Penalty: 3225.005371
	Iteration 81Q: 3 clusters Score -3112446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3112439.000000 Penalty: 3225.005371
	Iteration 82Q: 3 clusters Score -3112439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -3112449.250000 Penalty: 3225.005371
	Iteration 83Q: 3 clusters Score -3112449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -3112449.750000 Penalty: 3225.005371
	Iteration 84Q: 3 clusters Score -3112450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -3112449.750000 Penalty: 3225.005371
	Iteration 85Q: 3 clusters Score -3112450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -3112447.000000 Penalty: 3225.005371
	Iteration 86Q: 3 clusters Score -3112447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -3112447.250000 Penalty: 3225.005371
	Iteration 87Q: 3 clusters Score -3112447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -3112448.000000 Penalty: 3225.005371
	Iteration 88Q: 3 clusters Score -3112448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -3112449.250000 Penalty: 3225.005371
	Iteration 89Q: 3 clusters Score -3112449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -3112453.000000 Penalty: 3225.005371
	Iteration 90Q: 3 clusters Score -3112453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -3112450.500000 Penalty: 3225.005371
	Iteration 91Q: 3 clusters Score -3112450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -3112450.500000 Penalty: 3225.005371
	Iteration 92Q: 3 clusters Score -3112450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -3112451.250000 Penalty: 3225.005371
	Iteration 93Q: 3 clusters Score -3112451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -3112449.750000 Penalty: 3225.005371
	Iteration 94Q: 3 clusters Score -3112450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -3112449.500000 Penalty: 3225.005371
	Iteration 95Q: 3 clusters Score -3112450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -3112450.250000 Penalty: 3225.005371
	Iteration 96Q: 3 clusters Score -3112450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -3112450.250000 Penalty: 3225.005371
	Iteration 97F: 3 clusters Score -3112450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -277100.218750 Penalty: 1233.595581
	Iteration 0F: 2 clusters Score -277100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -275067.093750 Penalty: 2467.191162
	Iteration 0F: 3 clusters Score -275067.1 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -275530.531250 Penalty: 2467.191162
	Iteration 1F: 3 clusters Score -275530.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -275627.625000 Penalty: 2467.191162
	Iteration 2F: 3 clusters Score -275627.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -275692.031250 Penalty: 2467.191162
	Iteration 3Q: 3 clusters Score -275692 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -275736.906250 Penalty: 2467.191162
	Iteration 4Q: 3 clusters Score -275736.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -275765.062500 Penalty: 2467.191162
	Iteration 5Q: 3 clusters Score -275765.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -275791.781250 Penalty: 2467.191162
	Iteration 6Q: 3 clusters Score -275791.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -275826.968750 Penalty: 2467.191162
	Iteration 7Q: 3 clusters Score -275827 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -275862.406250 Penalty: 2467.191162
	Iteration 8Q: 3 clusters Score -275862.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -275893.687500 Penalty: 2467.191162
	Iteration 9Q: 3 clusters Score -275893.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -275919.656250 Penalty: 2467.191162
	Iteration 10Q: 3 clusters Score -275919.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -275945.187500 Penalty: 2467.191162
	Iteration 11Q: 3 clusters Score -275945.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -275972.187500 Penalty: 2467.191162
	Iteration 12Q: 3 clusters Score -275972.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -276007.250000 Penalty: 2467.191162
	Iteration 13Q: 3 clusters Score -276007.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -276038.625000 Penalty: 2467.191162
	Iteration 14Q: 3 clusters Score -276038.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -276068.906250 Penalty: 2467.191162
	Iteration 15Q: 3 clusters Score -276068.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -276106.468750 Penalty: 2467.191162
	Iteration 16Q: 3 clusters Score -276106.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -276151.687500 Penalty: 2467.191162
	Iteration 17Q: 3 clusters Score -276151.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -276210.656250 Penalty: 2467.191162
	Iteration 18Q: 3 clusters Score -276210.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -276248.750000 Penalty: 2467.191162
	Iteration 19Q: 3 clusters Score -276248.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -276276.656250 Penalty: 2467.191162
	Iteration 20F: 3 clusters Score -276276.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -276291.093750 Penalty: 2467.191162
	Iteration 21Q: 3 clusters Score -276291.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -276307.500000 Penalty: 2467.191162
	Iteration 22Q: 3 clusters Score -276307.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -276318.656250 Penalty: 2467.191162
	Iteration 23Q: 3 clusters Score -276318.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -276327.593750 Penalty: 2467.191162
	Iteration 24Q: 3 clusters Score -276327.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -276336.093750 Penalty: 2467.191162
	Iteration 25Q: 3 clusters Score -276336.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -276343.031250 Penalty: 2467.191162
	Iteration 26Q: 3 clusters Score -276343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -276348.843750 Penalty: 2467.191162
	Iteration 27Q: 3 clusters Score -276348.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -276356.250000 Penalty: 2467.191162
	Iteration 28Q: 3 clusters Score -276356.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -276368.375000 Penalty: 2467.191162
	Iteration 29Q: 3 clusters Score -276368.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -276374.218750 Penalty: 2467.191162
	Iteration 30Q: 3 clusters Score -276374.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -276375.312500 Penalty: 2467.191162
	Iteration 31Q: 3 clusters Score -276375.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -276377.156250 Penalty: 2467.191162
	Iteration 32Q: 3 clusters Score -276377.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -276380.375000 Penalty: 2467.191162
	Iteration 33Q: 3 clusters Score -276380.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -276385.406250 Penalty: 2467.191162
	Iteration 34Q: 3 clusters Score -276385.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -276388.625000 Penalty: 2467.191162
	Iteration 35Q: 3 clusters Score -276388.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -276391.250000 Penalty: 2467.191162
	Iteration 36Q: 3 clusters Score -276391.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -276393.468750 Penalty: 2467.191162
	Iteration 37Q: 3 clusters Score -276393.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -276395.468750 Penalty: 2467.191162
	Iteration 38Q: 3 clusters Score -276395.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -276396.687500 Penalty: 2467.191162
	Iteration 39Q: 3 clusters Score -276396.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -276396.687500 Penalty: 2467.191162
	Iteration 40F: 3 clusters Score -276396.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -176625.109375 Penalty: 1150.914185
	Iteration 0F: 2 clusters Score -176625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -175045.234375 Penalty: 2301.828369
	Iteration 0F: 3 clusters Score -175045.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -175290.828125 Penalty: 2301.828369
	Iteration 1F: 3 clusters Score -175290.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -175356.796875 Penalty: 2301.828369
	Iteration 2F: 3 clusters Score -175356.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -175390.156250 Penalty: 2301.828369
	Iteration 3Q: 3 clusters Score -175390.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -175416.703125 Penalty: 2301.828369
	Iteration 4Q: 3 clusters Score -175416.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -175443.171875 Penalty: 2301.828369
	Iteration 5Q: 3 clusters Score -175443.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -175456.828125 Penalty: 2301.828369
	Iteration 6Q: 3 clusters Score -175456.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -175464.218750 Penalty: 2301.828369
	Iteration 7Q: 3 clusters Score -175464.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -175471.578125 Penalty: 2301.828369
	Iteration 8Q: 3 clusters Score -175471.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -175477.796875 Penalty: 2301.828369
	Iteration 9Q: 3 clusters Score -175477.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -175483.656250 Penalty: 2301.828369
	Iteration 10Q: 3 clusters Score -175483.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -175488.546875 Penalty: 2301.828369
	Iteration 11Q: 3 clusters Score -175488.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -175490.953125 Penalty: 2301.828369
	Iteration 12Q: 3 clusters Score -175491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -175492.687500 Penalty: 2301.828369
	Iteration 13Q: 3 clusters Score -175492.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -175493.828125 Penalty: 2301.828369
	Iteration 14Q: 3 clusters Score -175493.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -175493.828125 Penalty: 2301.828369
	Iteration 15F: 3 clusters Score -175493.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (28969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Entering Unmasked Estep 
Score: -4417356.500000 Penalty: 1669.521973
	Iteration 0F: 2 clusters Score -4417356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -4400668.500000 Penalty: 3339.043945
	Iteration 0F: 3 clusters Score -4400668 nChanged 13340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -4408250.500000 Penalty: 3339.043945
	Iteration 1F: 3 clusters Score -4408250 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -4408658.000000 Penalty: 3339.043945
	Iteration 2Q: 3 clusters Score -4408658 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -4409053.000000 Penalty: 3339.043945
	Iteration 3Q: 3 clusters Score -4409053 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -4409472.000000 Penalty: 3339.043945
	Iteration 4Q: 3 clusters Score -4409472 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -4409880.500000 Penalty: 3339.043945
	Iteration 5Q: 3 clusters Score -4409880 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -4410274.500000 Penalty: 3339.043945
	Iteration 6Q: 3 clusters Score -4410274 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -4410663.500000 Penalty: 3339.043945
	Iteration 7Q: 3 clusters Score -4410664 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -4411103.500000 Penalty: 3339.043945
	Iteration 8Q: 3 clusters Score -4411104 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -4411634.000000 Penalty: 3339.043945
	Iteration 9Q: 3 clusters Score -4411634 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -4412196.000000 Penalty: 3339.043945
	Iteration 10Q: 3 clusters Score -4412196 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -4412833.000000 Penalty: 3339.043945
	Iteration 11Q: 3 clusters Score -4412833 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -4413392.000000 Penalty: 3339.043945
	Iteration 12Q: 3 clusters Score -4413392 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -4413734.000000 Penalty: 3339.043945
	Iteration 13Q: 3 clusters Score -4413734 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -4413975.500000 Penalty: 3339.043945
	Iteration 14Q: 3 clusters Score -4413976 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -4414168.000000 Penalty: 3339.043945
	Iteration 15Q: 3 clusters Score -4414168 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -4414301.000000 Penalty: 3339.043945
	Iteration 16Q: 3 clusters Score -4414301 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -4414364.000000 Penalty: 3339.043945
	Iteration 17Q: 3 clusters Score -4414364 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -4414317.500000 Penalty: 3339.043945
	Iteration 18Q: 3 clusters Score -4414318 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -4414289.000000 Penalty: 3339.043945
	Iteration 19Q: 3 clusters Score -4414289 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -4414243.500000 Penalty: 3339.043945
	Iteration 20F: 3 clusters Score -4414244 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -4414224.000000 Penalty: 3339.043945
	Iteration 21Q: 3 clusters Score -4414224 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -4414178.000000 Penalty: 3339.043945
	Iteration 22Q: 3 clusters Score -4414178 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -4414077.000000 Penalty: 3339.043945
	Iteration 23Q: 3 clusters Score -4414077 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -4413991.000000 Penalty: 3339.043945
	Iteration 24Q: 3 clusters Score -4413991 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -4413945.000000 Penalty: 3339.043945
	Iteration 25Q: 3 clusters Score -4413945 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -4413909.500000 Penalty: 3339.043945
	Iteration 26Q: 3 clusters Score -4413910 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -4413928.000000 Penalty: 3339.043945
	Iteration 27Q: 3 clusters Score -4413928 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -4413944.500000 Penalty: 3339.043945
	Iteration 28Q: 3 clusters Score -4413944 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -4413965.000000 Penalty: 3339.043945
	Iteration 29Q: 3 clusters Score -4413965 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -4414025.000000 Penalty: 3339.043945
	Iteration 30Q: 3 clusters Score -4414025 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -4414041.000000 Penalty: 3339.043945
	Iteration 31Q: 3 clusters Score -4414041 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -4414048.500000 Penalty: 3339.043945
	Iteration 32Q: 3 clusters Score -4414048 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -4414056.500000 Penalty: 3339.043945
	Iteration 33Q: 3 clusters Score -4414056 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -4414094.500000 Penalty: 3339.043945
	Iteration 34Q: 3 clusters Score -4414094 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -4414074.500000 Penalty: 3339.043945
	Iteration 35Q: 3 clusters Score -4414074 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -4414112.000000 Penalty: 3339.043945
	Iteration 36Q: 3 clusters Score -4414112 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4414131.000000 Penalty: 3339.043945
	Iteration 37Q: 3 clusters Score -4414131 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4414142.000000 Penalty: 3339.043945
	Iteration 38Q: 3 clusters Score -4414142 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4414187.000000 Penalty: 3339.043945
	Iteration 39Q: 3 clusters Score -4414187 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4414199.500000 Penalty: 3339.043945
	Iteration 40F: 3 clusters Score -4414200 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -4414243.500000 Penalty: 3339.043945
	Iteration 41Q: 3 clusters Score -4414244 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4414268.000000 Penalty: 3339.043945
	Iteration 42Q: 3 clusters Score -4414268 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4414324.500000 Penalty: 3339.043945
	Iteration 43Q: 3 clusters Score -4414324 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4414368.500000 Penalty: 3339.043945
	Iteration 44Q: 3 clusters Score -4414368 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4414395.500000 Penalty: 3339.043945
	Iteration 45Q: 3 clusters Score -4414396 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4414440.000000 Penalty: 3339.043945
	Iteration 46Q: 3 clusters Score -4414440 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4414455.500000 Penalty: 3339.043945
	Iteration 47Q: 3 clusters Score -4414456 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4414478.500000 Penalty: 3339.043945
	Iteration 48Q: 3 clusters Score -4414478 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4414505.500000 Penalty: 3339.043945
	Iteration 49Q: 3 clusters Score -4414506 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4414535.000000 Penalty: 3339.043945
	Iteration 50Q: 3 clusters Score -4414535 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4414581.500000 Penalty: 3339.043945
	Iteration 51Q: 3 clusters Score -4414582 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4414670.500000 Penalty: 3339.043945
	Iteration 52Q: 3 clusters Score -4414670 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4414735.000000 Penalty: 3339.043945
	Iteration 53Q: 3 clusters Score -4414735 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4414808.000000 Penalty: 3339.043945
	Iteration 54Q: 3 clusters Score -4414808 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4414834.500000 Penalty: 3339.043945
	Iteration 55Q: 3 clusters Score -4414834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4414869.500000 Penalty: 3339.043945
	Iteration 56Q: 3 clusters Score -4414870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4414940.500000 Penalty: 3339.043945
	Iteration 57Q: 3 clusters Score -4414940 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4414991.500000 Penalty: 3339.043945
	Iteration 58Q: 3 clusters Score -4414992 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4415039.500000 Penalty: 3339.043945
	Iteration 59Q: 3 clusters Score -4415040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4415077.000000 Penalty: 3339.043945
	Iteration 60F: 3 clusters Score -4415077 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4415115.000000 Penalty: 3339.043945
	Iteration 61Q: 3 clusters Score -4415115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4415158.500000 Penalty: 3339.043945
	Iteration 62Q: 3 clusters Score -4415158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4415221.500000 Penalty: 3339.043945
	Iteration 63Q: 3 clusters Score -4415222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4415256.000000 Penalty: 3339.043945
	Iteration 64Q: 3 clusters Score -4415256 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4415290.500000 Penalty: 3339.043945
	Iteration 65Q: 3 clusters Score -4415290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4415300.500000 Penalty: 3339.043945
	Iteration 66Q: 3 clusters Score -4415300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4415314.500000 Penalty: 3339.043945
	Iteration 67Q: 3 clusters Score -4415314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4415331.000000 Penalty: 3339.043945
	Iteration 68Q: 3 clusters Score -4415331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4415349.000000 Penalty: 3339.043945
	Iteration 69Q: 3 clusters Score -4415349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4415374.500000 Penalty: 3339.043945
	Iteration 70Q: 3 clusters Score -4415374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4415410.500000 Penalty: 3339.043945
	Iteration 71Q: 3 clusters Score -4415410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4415439.500000 Penalty: 3339.043945
	Iteration 72Q: 3 clusters Score -4415440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4415435.500000 Penalty: 3339.043945
	Iteration 73Q: 3 clusters Score -4415436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4415440.000000 Penalty: 3339.043945
	Iteration 74Q: 3 clusters Score -4415440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4415452.000000 Penalty: 3339.043945
	Iteration 75Q: 3 clusters Score -4415452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4415452.000000 Penalty: 3339.043945
	Iteration 76Q: 3 clusters Score -4415452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4415477.500000 Penalty: 3339.043945
	Iteration 77Q: 3 clusters Score -4415478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4415494.500000 Penalty: 3339.043945
	Iteration 78Q: 3 clusters Score -4415494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4415503.000000 Penalty: 3339.043945
	Iteration 79Q: 3 clusters Score -4415503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4415533.000000 Penalty: 3339.043945
	Iteration 80F: 3 clusters Score -4415533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4415558.500000 Penalty: 3339.043945
	Iteration 81Q: 3 clusters Score -4415558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4415588.500000 Penalty: 3339.043945
	Iteration 82Q: 3 clusters Score -4415588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4415606.500000 Penalty: 3339.043945
	Iteration 83Q: 3 clusters Score -4415606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4415634.000000 Penalty: 3339.043945
	Iteration 84Q: 3 clusters Score -4415634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4415656.500000 Penalty: 3339.043945
	Iteration 85Q: 3 clusters Score -4415656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4415675.500000 Penalty: 3339.043945
	Iteration 86Q: 3 clusters Score -4415676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4415693.500000 Penalty: 3339.043945
	Iteration 87Q: 3 clusters Score -4415694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4415700.000000 Penalty: 3339.043945
	Iteration 88Q: 3 clusters Score -4415700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4415711.500000 Penalty: 3339.043945
	Iteration 89Q: 3 clusters Score -4415712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4415714.500000 Penalty: 3339.043945
	Iteration 90Q: 3 clusters Score -4415714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4415720.500000 Penalty: 3339.043945
	Iteration 91Q: 3 clusters Score -4415720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4415720.500000 Penalty: 3339.043945
	Iteration 92Q: 3 clusters Score -4415720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4415733.500000 Penalty: 3339.043945
	Iteration 93Q: 3 clusters Score -4415734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4415738.000000 Penalty: 3339.043945
	Iteration 94Q: 3 clusters Score -4415738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4415742.500000 Penalty: 3339.043945
	Iteration 95Q: 3 clusters Score -4415742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4415744.000000 Penalty: 3339.043945
	Iteration 96Q: 3 clusters Score -4415744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4415743.000000 Penalty: 3339.043945
	Iteration 97Q: 3 clusters Score -4415743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4415743.000000 Penalty: 3339.043945
	Iteration 98Q: 3 clusters Score -4415743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4415743.000000 Penalty: 3339.043945
	Iteration 99F: 3 clusters Score -4415743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -150994.671875 Penalty: 1151.050537
	Iteration 0F: 2 clusters Score -150994.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -149445.062500 Penalty: 2302.101074
	Iteration 0F: 3 clusters Score -149445.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -149808.937500 Penalty: 2302.101074
	Iteration 1F: 3 clusters Score -149808.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -149970.859375 Penalty: 2302.101074
	Iteration 2F: 3 clusters Score -149970.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -150098.984375 Penalty: 2302.101074
	Iteration 3F: 3 clusters Score -150099 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -150212.734375 Penalty: 2302.101074
	Iteration 4F: 3 clusters Score -150212.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -150284.843750 Penalty: 2302.101074
	Iteration 5Q: 3 clusters Score -150284.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -150330.656250 Penalty: 2302.101074
	Iteration 6Q: 3 clusters Score -150330.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -150354.312500 Penalty: 2302.101074
	Iteration 7Q: 3 clusters Score -150354.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -150364.781250 Penalty: 2302.101074
	Iteration 8Q: 3 clusters Score -150364.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -150370.328125 Penalty: 2302.101074
	Iteration 9Q: 3 clusters Score -150370.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -150376.187500 Penalty: 2302.101074
	Iteration 10Q: 3 clusters Score -150376.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -150381.984375 Penalty: 2302.101074
	Iteration 11Q: 3 clusters Score -150382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -150387.671875 Penalty: 2302.101074
	Iteration 12Q: 3 clusters Score -150387.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -150396.781250 Penalty: 2302.101074
	Iteration 13Q: 3 clusters Score -150396.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -150404.953125 Penalty: 2302.101074
	Iteration 14Q: 3 clusters Score -150405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -150408.375000 Penalty: 2302.101074
	Iteration 15Q: 3 clusters Score -150408.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -150409.937500 Penalty: 2302.101074
	Iteration 16Q: 3 clusters Score -150409.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -150410.312500 Penalty: 2302.101074
	Iteration 17Q: 3 clusters Score -150410.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -150412.703125 Penalty: 2302.101074
	Iteration 18Q: 3 clusters Score -150412.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -150420.953125 Penalty: 2302.101074
	Iteration 19Q: 3 clusters Score -150421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -150430.484375 Penalty: 2302.101074
	Iteration 20F: 3 clusters Score -150430.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -150433.390625 Penalty: 2302.101074
	Iteration 21Q: 3 clusters Score -150433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -150437.328125 Penalty: 2302.101074
	Iteration 22Q: 3 clusters Score -150437.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -150444.609375 Penalty: 2302.101074
	Iteration 23Q: 3 clusters Score -150444.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -150450.109375 Penalty: 2302.101074
	Iteration 24Q: 3 clusters Score -150450.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -150458.156250 Penalty: 2302.101074
	Iteration 25Q: 3 clusters Score -150458.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -150466.843750 Penalty: 2302.101074
	Iteration 26Q: 3 clusters Score -150466.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -150470.890625 Penalty: 2302.101074
	Iteration 27Q: 3 clusters Score -150470.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -150471.921875 Penalty: 2302.101074
	Iteration 28Q: 3 clusters Score -150471.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -150472.390625 Penalty: 2302.101074
	Iteration 29Q: 3 clusters Score -150472.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -150472.390625 Penalty: 2302.101074
	Iteration 30F: 3 clusters Score -150472.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -80715.250000 Penalty: 1052.257812
	Iteration 0F: 2 clusters Score -80715.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -79560.093750 Penalty: 2104.515625
	Iteration 0F: 3 clusters Score -79560.09 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -79781.164062 Penalty: 2104.515625
	Iteration 1F: 3 clusters Score -79781.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -79834.500000 Penalty: 2104.515625
	Iteration 2F: 3 clusters Score -79834.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -79864.421875 Penalty: 2104.515625
	Iteration 3Q: 3 clusters Score -79864.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -79873.031250 Penalty: 2104.515625
	Iteration 4Q: 3 clusters Score -79873.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -79886.179688 Penalty: 2104.515625
	Iteration 5Q: 3 clusters Score -79886.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -79892.617188 Penalty: 2104.515625
	Iteration 6Q: 3 clusters Score -79892.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79896.484375 Penalty: 2104.515625
	Iteration 7Q: 3 clusters Score -79896.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -79896.968750 Penalty: 2104.515625
	Iteration 8Q: 3 clusters Score -79896.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79897.906250 Penalty: 2104.515625
	Iteration 9Q: 3 clusters Score -79897.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79899.210938 Penalty: 2104.515625
	Iteration 10Q: 3 clusters Score -79899.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79899.609375 Penalty: 2104.515625
	Iteration 11Q: 3 clusters Score -79899.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79901.085938 Penalty: 2104.515625
	Iteration 12Q: 3 clusters Score -79901.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -79907.968750 Penalty: 2104.515625
	Iteration 13Q: 3 clusters Score -79907.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79914.921875 Penalty: 2104.515625
	Iteration 14Q: 3 clusters Score -79914.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79916.578125 Penalty: 2104.515625
	Iteration 15Q: 3 clusters Score -79916.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -79918.718750 Penalty: 2104.515625
	Iteration 16Q: 3 clusters Score -79918.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79920.359375 Penalty: 2104.515625
	Iteration 17Q: 3 clusters Score -79920.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79920.937500 Penalty: 2104.515625
	Iteration 18Q: 3 clusters Score -79920.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79920.937500 Penalty: 2104.515625
	Iteration 19F: 3 clusters Score -79920.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Entering Unmasked Estep 
Score: -691447.812500 Penalty: 1382.902466
	Iteration 0F: 2 clusters Score -691447.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -687419.562500 Penalty: 2765.804932
	Iteration 0F: 3 clusters Score -687419.6 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -688582.750000 Penalty: 2765.804932
	Iteration 1F: 3 clusters Score -688582.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -688825.000000 Penalty: 2765.804932
	Iteration 2F: 3 clusters Score -688825 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -689017.687500 Penalty: 2765.804932
	Iteration 3F: 3 clusters Score -689017.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -689164.937500 Penalty: 2765.804932
	Iteration 4Q: 3 clusters Score -689164.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -689309.125000 Penalty: 2765.804932
	Iteration 5Q: 3 clusters Score -689309.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -689428.187500 Penalty: 2765.804932
	Iteration 6Q: 3 clusters Score -689428.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -689532.250000 Penalty: 2765.804932
	Iteration 7Q: 3 clusters Score -689532.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -689631.562500 Penalty: 2765.804932
	Iteration 8Q: 3 clusters Score -689631.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -689741.875000 Penalty: 2765.804932
	Iteration 9Q: 3 clusters Score -689741.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -689837.750000 Penalty: 2765.804932
	Iteration 10Q: 3 clusters Score -689837.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -689912.000000 Penalty: 2765.804932
	Iteration 11Q: 3 clusters Score -689912 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -689978.625000 Penalty: 2765.804932
	Iteration 12Q: 3 clusters Score -689978.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -690036.437500 Penalty: 2765.804932
	Iteration 13Q: 3 clusters Score -690036.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -690087.125000 Penalty: 2765.804932
	Iteration 14Q: 3 clusters Score -690087.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -690133.500000 Penalty: 2765.804932
	Iteration 15Q: 3 clusters Score -690133.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -690181.625000 Penalty: 2765.804932
	Iteration 16Q: 3 clusters Score -690181.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -690225.187500 Penalty: 2765.804932
	Iteration 17Q: 3 clusters Score -690225.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -690255.437500 Penalty: 2765.804932
	Iteration 18Q: 3 clusters Score -690255.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -690284.312500 Penalty: 2765.804932
	Iteration 19Q: 3 clusters Score -690284.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -690314.562500 Penalty: 2765.804932
	Iteration 20F: 3 clusters Score -690314.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -690341.500000 Penalty: 2765.804932
	Iteration 21Q: 3 clusters Score -690341.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -690360.187500 Penalty: 2765.804932
	Iteration 22Q: 3 clusters Score -690360.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -690373.500000 Penalty: 2765.804932
	Iteration 23Q: 3 clusters Score -690373.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -690385.687500 Penalty: 2765.804932
	Iteration 24Q: 3 clusters Score -690385.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -690396.562500 Penalty: 2765.804932
	Iteration 25Q: 3 clusters Score -690396.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -690405.750000 Penalty: 2765.804932
	Iteration 26Q: 3 clusters Score -690405.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -690412.250000 Penalty: 2765.804932
	Iteration 27Q: 3 clusters Score -690412.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -690417.562500 Penalty: 2765.804932
	Iteration 28Q: 3 clusters Score -690417.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -690422.750000 Penalty: 2765.804932
	Iteration 29Q: 3 clusters Score -690422.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -690429.062500 Penalty: 2765.804932
	Iteration 30Q: 3 clusters Score -690429.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -690433.562500 Penalty: 2765.804932
	Iteration 31Q: 3 clusters Score -690433.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -690434.937500 Penalty: 2765.804932
	Iteration 32Q: 3 clusters Score -690434.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -690436.812500 Penalty: 2765.804932
	Iteration 33Q: 3 clusters Score -690436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -690438.000000 Penalty: 2765.804932
	Iteration 34Q: 3 clusters Score -690438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -690438.250000 Penalty: 2765.804932
	Iteration 35Q: 3 clusters Score -690438.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -690439.250000 Penalty: 2765.804932
	Iteration 36Q: 3 clusters Score -690439.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -690440.437500 Penalty: 2765.804932
	Iteration 37Q: 3 clusters Score -690440.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -690441.250000 Penalty: 2765.804932
	Iteration 38Q: 3 clusters Score -690441.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -690442.937500 Penalty: 2765.804932
	Iteration 39Q: 3 clusters Score -690442.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -690442.375000 Penalty: 2765.804932
	Iteration 40F: 3 clusters Score -690442.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -690442.000000 Penalty: 2765.804932
	Iteration 41Q: 3 clusters Score -690442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -690444.687500 Penalty: 2765.804932
	Iteration 42Q: 3 clusters Score -690444.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -690445.312500 Penalty: 2765.804932
	Iteration 43Q: 3 clusters Score -690445.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -690445.187500 Penalty: 2765.804932
	Iteration 44Q: 3 clusters Score -690445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -690446.687500 Penalty: 2765.804932
	Iteration 45Q: 3 clusters Score -690446.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -690446.875000 Penalty: 2765.804932
	Iteration 46Q: 3 clusters Score -690446.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -690446.875000 Penalty: 2765.804932
	Iteration 47F: 3 clusters Score -690446.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (14933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Entering Unmasked Estep 
Score: -2213077.750000 Penalty: 1561.840942
	Iteration 0F: 2 clusters Score -2213078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2202811.750000 Penalty: 3123.681885
	Iteration 0F: 3 clusters Score -2202812 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2206481.000000 Penalty: 3123.681885
	Iteration 1F: 3 clusters Score -2206481 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2206791.750000 Penalty: 3123.681885
	Iteration 2F: 3 clusters Score -2206792 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2207019.500000 Penalty: 3123.681885
	Iteration 3Q: 3 clusters Score -2207020 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2207202.250000 Penalty: 3123.681885
	Iteration 4Q: 3 clusters Score -2207202 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2207362.000000 Penalty: 3123.681885
	Iteration 5Q: 3 clusters Score -2207362 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2207509.000000 Penalty: 3123.681885
	Iteration 6Q: 3 clusters Score -2207509 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2207658.750000 Penalty: 3123.681885
	Iteration 7Q: 3 clusters Score -2207659 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2207843.000000 Penalty: 3123.681885
	Iteration 8Q: 3 clusters Score -2207843 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2208006.500000 Penalty: 3123.681885
	Iteration 9Q: 3 clusters Score -2208006 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2208210.250000 Penalty: 3123.681885
	Iteration 10Q: 3 clusters Score -2208210 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2208433.750000 Penalty: 3123.681885
	Iteration 11Q: 3 clusters Score -2208434 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2208705.500000 Penalty: 3123.681885
	Iteration 12Q: 3 clusters Score -2208706 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2209044.750000 Penalty: 3123.681885
	Iteration 13Q: 3 clusters Score -2209045 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2209460.250000 Penalty: 3123.681885
	Iteration 14Q: 3 clusters Score -2209460 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2209894.500000 Penalty: 3123.681885
	Iteration 15Q: 3 clusters Score -2209894 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2210265.750000 Penalty: 3123.681885
	Iteration 16Q: 3 clusters Score -2210266 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2210527.500000 Penalty: 3123.681885
	Iteration 17Q: 3 clusters Score -2210528 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2210719.000000 Penalty: 3123.681885
	Iteration 18Q: 3 clusters Score -2210719 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2210849.750000 Penalty: 3123.681885
	Iteration 19Q: 3 clusters Score -2210850 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2210954.000000 Penalty: 3123.681885
	Iteration 20F: 3 clusters Score -2210954 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2211041.000000 Penalty: 3123.681885
	Iteration 21Q: 3 clusters Score -2211041 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2211137.500000 Penalty: 3123.681885
	Iteration 22Q: 3 clusters Score -2211138 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2211228.500000 Penalty: 3123.681885
	Iteration 23Q: 3 clusters Score -2211228 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2211297.750000 Penalty: 3123.681885
	Iteration 24Q: 3 clusters Score -2211298 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2211359.000000 Penalty: 3123.681885
	Iteration 25Q: 3 clusters Score -2211359 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2211403.750000 Penalty: 3123.681885
	Iteration 26Q: 3 clusters Score -2211404 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2211458.750000 Penalty: 3123.681885
	Iteration 27Q: 3 clusters Score -2211459 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2211498.750000 Penalty: 3123.681885
	Iteration 28Q: 3 clusters Score -2211499 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2211541.750000 Penalty: 3123.681885
	Iteration 29Q: 3 clusters Score -2211542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2211585.500000 Penalty: 3123.681885
	Iteration 30Q: 3 clusters Score -2211586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2211634.000000 Penalty: 3123.681885
	Iteration 31Q: 3 clusters Score -2211634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2211664.500000 Penalty: 3123.681885
	Iteration 32Q: 3 clusters Score -2211664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2211680.500000 Penalty: 3123.681885
	Iteration 33Q: 3 clusters Score -2211680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2211692.250000 Penalty: 3123.681885
	Iteration 34Q: 3 clusters Score -2211692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2211697.750000 Penalty: 3123.681885
	Iteration 35Q: 3 clusters Score -2211698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2211702.250000 Penalty: 3123.681885
	Iteration 36Q: 3 clusters Score -2211702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2211708.750000 Penalty: 3123.681885
	Iteration 37Q: 3 clusters Score -2211709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2211709.500000 Penalty: 3123.681885
	Iteration 38Q: 3 clusters Score -2211710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2211711.750000 Penalty: 3123.681885
	Iteration 39Q: 3 clusters Score -2211712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2211714.250000 Penalty: 3123.681885
	Iteration 40F: 3 clusters Score -2211714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2211716.000000 Penalty: 3123.681885
	Iteration 41Q: 3 clusters Score -2211716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2211723.000000 Penalty: 3123.681885
	Iteration 42Q: 3 clusters Score -2211723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2211721.750000 Penalty: 3123.681885
	Iteration 43Q: 3 clusters Score -2211722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2211721.750000 Penalty: 3123.681885
	Iteration 44F: 3 clusters Score -2211722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Entering Unmasked Estep 
Score: -2173774.500000 Penalty: 1554.813721
	Iteration 0F: 2 clusters Score -2173774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2163989.000000 Penalty: 3109.627441
	Iteration 0F: 3 clusters Score -2163989 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2167365.750000 Penalty: 3109.627441
	Iteration 1F: 3 clusters Score -2167366 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2167594.500000 Penalty: 3109.627441
	Iteration 2Q: 3 clusters Score -2167594 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2167755.000000 Penalty: 3109.627441
	Iteration 3Q: 3 clusters Score -2167755 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2167919.000000 Penalty: 3109.627441
	Iteration 4Q: 3 clusters Score -2167919 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2168055.750000 Penalty: 3109.627441
	Iteration 5Q: 3 clusters Score -2168056 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2168167.000000 Penalty: 3109.627441
	Iteration 6Q: 3 clusters Score -2168167 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2168263.500000 Penalty: 3109.627441
	Iteration 7Q: 3 clusters Score -2168264 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2168356.750000 Penalty: 3109.627441
	Iteration 8Q: 3 clusters Score -2168357 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2168455.250000 Penalty: 3109.627441
	Iteration 9Q: 3 clusters Score -2168455 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2168565.500000 Penalty: 3109.627441
	Iteration 10Q: 3 clusters Score -2168566 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2168683.750000 Penalty: 3109.627441
	Iteration 11Q: 3 clusters Score -2168684 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2168846.000000 Penalty: 3109.627441
	Iteration 12Q: 3 clusters Score -2168846 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2169046.500000 Penalty: 3109.627441
	Iteration 13Q: 3 clusters Score -2169046 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2169315.000000 Penalty: 3109.627441
	Iteration 14Q: 3 clusters Score -2169315 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2169661.500000 Penalty: 3109.627441
	Iteration 15Q: 3 clusters Score -2169662 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2170156.250000 Penalty: 3109.627441
	Iteration 16F: 3 clusters Score -2170156 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2170703.500000 Penalty: 3109.627441
	Iteration 17F: 3 clusters Score -2170704 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2171205.250000 Penalty: 3109.627441
	Iteration 18Q: 3 clusters Score -2171205 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2171677.750000 Penalty: 3109.627441
	Iteration 19Q: 3 clusters Score -2171678 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2171965.750000 Penalty: 3109.627441
	Iteration 20F: 3 clusters Score -2171966 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2172172.000000 Penalty: 3109.627441
	Iteration 21Q: 3 clusters Score -2172172 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2172279.750000 Penalty: 3109.627441
	Iteration 22Q: 3 clusters Score -2172280 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2172358.250000 Penalty: 3109.627441
	Iteration 23Q: 3 clusters Score -2172358 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2172396.500000 Penalty: 3109.627441
	Iteration 24Q: 3 clusters Score -2172396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2172417.500000 Penalty: 3109.627441
	Iteration 25Q: 3 clusters Score -2172418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2172439.750000 Penalty: 3109.627441
	Iteration 26Q: 3 clusters Score -2172440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2172444.750000 Penalty: 3109.627441
	Iteration 27Q: 3 clusters Score -2172445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2172446.250000 Penalty: 3109.627441
	Iteration 28Q: 3 clusters Score -2172446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2172448.250000 Penalty: 3109.627441
	Iteration 29Q: 3 clusters Score -2172448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2172453.000000 Penalty: 3109.627441
	Iteration 30Q: 3 clusters Score -2172453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2172455.500000 Penalty: 3109.627441
	Iteration 31Q: 3 clusters Score -2172456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2172458.750000 Penalty: 3109.627441
	Iteration 32Q: 3 clusters Score -2172459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2172461.750000 Penalty: 3109.627441
	Iteration 33Q: 3 clusters Score -2172462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2172460.500000 Penalty: 3109.627441
	Iteration 34Q: 3 clusters Score -2172460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2172460.500000 Penalty: 3109.627441
	Iteration 35F: 3 clusters Score -2172460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Entering Unmasked Estep 
Score: -518593.781250 Penalty: 1334.542358
	Iteration 0F: 2 clusters Score -518593.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -515522.343750 Penalty: 2669.084717
	Iteration 0F: 3 clusters Score -515522.3 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -516448.937500 Penalty: 2669.084717
	Iteration 1F: 3 clusters Score -516448.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -516719.750000 Penalty: 2669.084717
	Iteration 2F: 3 clusters Score -516719.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -516883.281250 Penalty: 2669.084717
	Iteration 3F: 3 clusters Score -516883.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -517015.531250 Penalty: 2669.084717
	Iteration 4Q: 3 clusters Score -517015.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -517115.625000 Penalty: 2669.084717
	Iteration 5Q: 3 clusters Score -517115.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -517190.500000 Penalty: 2669.084717
	Iteration 6Q: 3 clusters Score -517190.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -517241.218750 Penalty: 2669.084717
	Iteration 7Q: 3 clusters Score -517241.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -517276.531250 Penalty: 2669.084717
	Iteration 8Q: 3 clusters Score -517276.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -517306.781250 Penalty: 2669.084717
	Iteration 9Q: 3 clusters Score -517306.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -517337.843750 Penalty: 2669.084717
	Iteration 10Q: 3 clusters Score -517337.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -517366.031250 Penalty: 2669.084717
	Iteration 11Q: 3 clusters Score -517366 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -517393.500000 Penalty: 2669.084717
	Iteration 12Q: 3 clusters Score -517393.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -517416.718750 Penalty: 2669.084717
	Iteration 13Q: 3 clusters Score -517416.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -517430.625000 Penalty: 2669.084717
	Iteration 14Q: 3 clusters Score -517430.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -517441.156250 Penalty: 2669.084717
	Iteration 15Q: 3 clusters Score -517441.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -517449.875000 Penalty: 2669.084717
	Iteration 16Q: 3 clusters Score -517449.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -517457.906250 Penalty: 2669.084717
	Iteration 17Q: 3 clusters Score -517457.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -517467.437500 Penalty: 2669.084717
	Iteration 18Q: 3 clusters Score -517467.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -517475.437500 Penalty: 2669.084717
	Iteration 19Q: 3 clusters Score -517475.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -517480.968750 Penalty: 2669.084717
	Iteration 20F: 3 clusters Score -517481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -517486.343750 Penalty: 2669.084717
	Iteration 21Q: 3 clusters Score -517486.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -517490.156250 Penalty: 2669.084717
	Iteration 22Q: 3 clusters Score -517490.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -517493.343750 Penalty: 2669.084717
	Iteration 23Q: 3 clusters Score -517493.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -517494.562500 Penalty: 2669.084717
	Iteration 24Q: 3 clusters Score -517494.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -517496.250000 Penalty: 2669.084717
	Iteration 25Q: 3 clusters Score -517496.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -517497.437500 Penalty: 2669.084717
	Iteration 26Q: 3 clusters Score -517497.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -517498.562500 Penalty: 2669.084717
	Iteration 27Q: 3 clusters Score -517498.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -517499.906250 Penalty: 2669.084717
	Iteration 28Q: 3 clusters Score -517499.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -517499.843750 Penalty: 2669.084717
	Iteration 29Q: 3 clusters Score -517499.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -517500.500000 Penalty: 2669.084717
	Iteration 30Q: 3 clusters Score -517500.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -517501.156250 Penalty: 2669.084717
	Iteration 31Q: 3 clusters Score -517501.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -517502.093750 Penalty: 2669.084717
	Iteration 32Q: 3 clusters Score -517502.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -517503.312500 Penalty: 2669.084717
	Iteration 33Q: 3 clusters Score -517503.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -517503.625000 Penalty: 2669.084717
	Iteration 34Q: 3 clusters Score -517503.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -517505.437500 Penalty: 2669.084717
	Iteration 35Q: 3 clusters Score -517505.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -517507.093750 Penalty: 2669.084717
	Iteration 36Q: 3 clusters Score -517507.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -517508.968750 Penalty: 2669.084717
	Iteration 37Q: 3 clusters Score -517509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -517510.093750 Penalty: 2669.084717
	Iteration 38Q: 3 clusters Score -517510.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -517511.593750 Penalty: 2669.084717
	Iteration 39Q: 3 clusters Score -517511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -517511.968750 Penalty: 2669.084717
	Iteration 40F: 3 clusters Score -517512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -517513.093750 Penalty: 2669.084717
	Iteration 41Q: 3 clusters Score -517513.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -517514.187500 Penalty: 2669.084717
	Iteration 42Q: 3 clusters Score -517514.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -517515.593750 Penalty: 2669.084717
	Iteration 43Q: 3 clusters Score -517515.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -517516.031250 Penalty: 2669.084717
	Iteration 44Q: 3 clusters Score -517516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -517516.406250 Penalty: 2669.084717
	Iteration 45Q: 3 clusters Score -517516.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -517517.375000 Penalty: 2669.084717
	Iteration 46Q: 3 clusters Score -517517.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -517517.843750 Penalty: 2669.084717
	Iteration 47Q: 3 clusters Score -517517.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -517518.281250 Penalty: 2669.084717
	Iteration 48Q: 3 clusters Score -517518.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -517518.531250 Penalty: 2669.084717
	Iteration 49Q: 3 clusters Score -517518.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -517518.281250 Penalty: 2669.084717
	Iteration 50Q: 3 clusters Score -517518.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -517518.281250 Penalty: 2669.084717
	Iteration 51F: 3 clusters Score -517518.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -138012.984375 Penalty: 1135.467163
	Iteration 0F: 2 clusters Score -138013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -136560.343750 Penalty: 2270.934326
	Iteration 0F: 3 clusters Score -136560.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -136862.265625 Penalty: 2270.934326
	Iteration 1F: 3 clusters Score -136862.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -136960.109375 Penalty: 2270.934326
	Iteration 2F: 3 clusters Score -136960.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -137013.546875 Penalty: 2270.934326
	Iteration 3Q: 3 clusters Score -137013.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -137063.640625 Penalty: 2270.934326
	Iteration 4Q: 3 clusters Score -137063.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -137130.281250 Penalty: 2270.934326
	Iteration 5Q: 3 clusters Score -137130.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -137199.687500 Penalty: 2270.934326
	Iteration 6Q: 3 clusters Score -137199.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -137308.421875 Penalty: 2270.934326
	Iteration 7Q: 3 clusters Score -137308.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -137447.218750 Penalty: 2270.934326
	Iteration 8F: 3 clusters Score -137447.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -137625.859375 Penalty: 2270.934326
	Iteration 9F: 3 clusters Score -137625.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -137753.437500 Penalty: 2270.934326
	Iteration 10Q: 3 clusters Score -137753.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -137851.937500 Penalty: 2270.934326
	Iteration 11Q: 3 clusters Score -137851.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -137900.718750 Penalty: 2270.934326
	Iteration 12Q: 3 clusters Score -137900.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -137923.062500 Penalty: 2270.934326
	Iteration 13Q: 3 clusters Score -137923.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -137944.031250 Penalty: 2270.934326
	Iteration 14Q: 3 clusters Score -137944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -137957.578125 Penalty: 2270.934326
	Iteration 15Q: 3 clusters Score -137957.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -137962.546875 Penalty: 2270.934326
	Iteration 16Q: 3 clusters Score -137962.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -137963.687500 Penalty: 2270.934326
	Iteration 17Q: 3 clusters Score -137963.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -137966.484375 Penalty: 2270.934326
	Iteration 18Q: 3 clusters Score -137966.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -137967.375000 Penalty: 2270.934326
	Iteration 19Q: 3 clusters Score -137967.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -137969.125000 Penalty: 2270.934326
	Iteration 20F: 3 clusters Score -137969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -137969.500000 Penalty: 2270.934326
	Iteration 21Q: 3 clusters Score -137969.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -137969.500000 Penalty: 2270.934326
	Iteration 22F: 3 clusters Score -137969.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (6057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Entering Unmasked Estep 
Score: -773065.000000 Penalty: 1415.207642
	Iteration 0F: 2 clusters Score -773065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -768421.125000 Penalty: 2830.415283
	Iteration 0F: 3 clusters Score -768421.1 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -769718.062500 Penalty: 2830.415283
	Iteration 1F: 3 clusters Score -769718.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -769968.875000 Penalty: 2830.415283
	Iteration 2F: 3 clusters Score -769968.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -770173.000000 Penalty: 2830.415283
	Iteration 3F: 3 clusters Score -770173 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -770335.062500 Penalty: 2830.415283
	Iteration 4Q: 3 clusters Score -770335.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -770480.562500 Penalty: 2830.415283
	Iteration 5Q: 3 clusters Score -770480.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -770597.562500 Penalty: 2830.415283
	Iteration 6Q: 3 clusters Score -770597.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -770701.500000 Penalty: 2830.415283
	Iteration 7Q: 3 clusters Score -770701.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -770783.250000 Penalty: 2830.415283
	Iteration 8Q: 3 clusters Score -770783.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -770862.187500 Penalty: 2830.415283
	Iteration 9Q: 3 clusters Score -770862.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -770948.625000 Penalty: 2830.415283
	Iteration 10Q: 3 clusters Score -770948.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -771024.937500 Penalty: 2830.415283
	Iteration 11Q: 3 clusters Score -771024.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -771100.187500 Penalty: 2830.415283
	Iteration 12Q: 3 clusters Score -771100.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -771178.812500 Penalty: 2830.415283
	Iteration 13Q: 3 clusters Score -771178.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -771254.312500 Penalty: 2830.415283
	Iteration 14Q: 3 clusters Score -771254.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -771311.187500 Penalty: 2830.415283
	Iteration 15Q: 3 clusters Score -771311.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -771368.875000 Penalty: 2830.415283
	Iteration 16Q: 3 clusters Score -771368.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -771431.250000 Penalty: 2830.415283
	Iteration 17Q: 3 clusters Score -771431.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -771490.750000 Penalty: 2830.415283
	Iteration 18Q: 3 clusters Score -771490.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -771537.250000 Penalty: 2830.415283
	Iteration 19Q: 3 clusters Score -771537.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -771570.500000 Penalty: 2830.415283
	Iteration 20F: 3 clusters Score -771570.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -771608.437500 Penalty: 2830.415283
	Iteration 21Q: 3 clusters Score -771608.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -771657.250000 Penalty: 2830.415283
	Iteration 22Q: 3 clusters Score -771657.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -771696.500000 Penalty: 2830.415283
	Iteration 23Q: 3 clusters Score -771696.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -771730.875000 Penalty: 2830.415283
	Iteration 24Q: 3 clusters Score -771730.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -771753.250000 Penalty: 2830.415283
	Iteration 25Q: 3 clusters Score -771753.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -771767.625000 Penalty: 2830.415283
	Iteration 26Q: 3 clusters Score -771767.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -771781.000000 Penalty: 2830.415283
	Iteration 27Q: 3 clusters Score -771781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -771793.562500 Penalty: 2830.415283
	Iteration 28Q: 3 clusters Score -771793.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -771804.187500 Penalty: 2830.415283
	Iteration 29Q: 3 clusters Score -771804.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -771809.750000 Penalty: 2830.415283
	Iteration 30Q: 3 clusters Score -771809.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -771811.312500 Penalty: 2830.415283
	Iteration 31Q: 3 clusters Score -771811.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -771811.812500 Penalty: 2830.415283
	Iteration 32Q: 3 clusters Score -771811.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -771812.250000 Penalty: 2830.415283
	Iteration 33Q: 3 clusters Score -771812.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -771812.250000 Penalty: 2830.415283
	Iteration 34F: 3 clusters Score -771812.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -3097218.000000 Penalty: 1611.800049
	Iteration 0F: 2 clusters Score -3097218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -3084042.000000 Penalty: 3223.600098
	Iteration 0F: 3 clusters Score -3084042 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3089075.500000 Penalty: 3223.600098
	Iteration 1F: 3 clusters Score -3089076 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -3089516.250000 Penalty: 3223.600098
	Iteration 2F: 3 clusters Score -3089516 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3089972.750000 Penalty: 3223.600098
	Iteration 3F: 3 clusters Score -3089973 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -3090479.500000 Penalty: 3223.600098
	Iteration 4F: 3 clusters Score -3090480 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -3091055.000000 Penalty: 3223.600098
	Iteration 5F: 3 clusters Score -3091055 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -3091756.250000 Penalty: 3223.600098
	Iteration 6F: 3 clusters Score -3091756 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -3092573.250000 Penalty: 3223.600098
	Iteration 7F: 3 clusters Score -3092573 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3093364.000000 Penalty: 3223.600098
	Iteration 8F: 3 clusters Score -3093364 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3094014.250000 Penalty: 3223.600098
	Iteration 9Q: 3 clusters Score -3094014 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3094487.500000 Penalty: 3223.600098
	Iteration 10Q: 3 clusters Score -3094488 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3094806.750000 Penalty: 3223.600098
	Iteration 11Q: 3 clusters Score -3094807 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3095068.750000 Penalty: 3223.600098
	Iteration 12Q: 3 clusters Score -3095069 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3095232.000000 Penalty: 3223.600098
	Iteration 13Q: 3 clusters Score -3095232 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3095368.500000 Penalty: 3223.600098
	Iteration 14Q: 3 clusters Score -3095368 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3095484.000000 Penalty: 3223.600098
	Iteration 15Q: 3 clusters Score -3095484 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3095578.250000 Penalty: 3223.600098
	Iteration 16Q: 3 clusters Score -3095578 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3095634.750000 Penalty: 3223.600098
	Iteration 17Q: 3 clusters Score -3095635 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3095692.000000 Penalty: 3223.600098
	Iteration 18Q: 3 clusters Score -3095692 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3095739.500000 Penalty: 3223.600098
	Iteration 19Q: 3 clusters Score -3095740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3095775.250000 Penalty: 3223.600098
	Iteration 20F: 3 clusters Score -3095775 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3095793.250000 Penalty: 3223.600098
	Iteration 21Q: 3 clusters Score -3095793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3095802.000000 Penalty: 3223.600098
	Iteration 22Q: 3 clusters Score -3095802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3095817.750000 Penalty: 3223.600098
	Iteration 23Q: 3 clusters Score -3095818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3095825.500000 Penalty: 3223.600098
	Iteration 24Q: 3 clusters Score -3095826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3095834.750000 Penalty: 3223.600098
	Iteration 25Q: 3 clusters Score -3095835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3095830.750000 Penalty: 3223.600098
	Iteration 26Q: 3 clusters Score -3095831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3095830.000000 Penalty: 3223.600098
	Iteration 27Q: 3 clusters Score -3095830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3095831.250000 Penalty: 3223.600098
	Iteration 28Q: 3 clusters Score -3095831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3095832.750000 Penalty: 3223.600098
	Iteration 29Q: 3 clusters Score -3095833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3095836.000000 Penalty: 3223.600098
	Iteration 30Q: 3 clusters Score -3095836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3095838.500000 Penalty: 3223.600098
	Iteration 31Q: 3 clusters Score -3095838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3095837.000000 Penalty: 3223.600098
	Iteration 32Q: 3 clusters Score -3095837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3095840.500000 Penalty: 3223.600098
	Iteration 33Q: 3 clusters Score -3095840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3095839.000000 Penalty: 3223.600098
	Iteration 34Q: 3 clusters Score -3095839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3095838.000000 Penalty: 3223.600098
	Iteration 35Q: 3 clusters Score -3095838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3095842.500000 Penalty: 3223.600098
	Iteration 36Q: 3 clusters Score -3095842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3095840.250000 Penalty: 3223.600098
	Iteration 37Q: 3 clusters Score -3095840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3095840.250000 Penalty: 3223.600098
	Iteration 38F: 3 clusters Score -3095840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Entering Unmasked Estep 
Score: -135512.062500 Penalty: 1121.858887
	Iteration 0F: 2 clusters Score -135512.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -134073.953125 Penalty: 2243.717773
	Iteration 0F: 3 clusters Score -134074 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -134410.515625 Penalty: 2243.717773
	Iteration 1F: 3 clusters Score -134410.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -134510.859375 Penalty: 2243.717773
	Iteration 2F: 3 clusters Score -134510.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -134570.609375 Penalty: 2243.717773
	Iteration 3F: 3 clusters Score -134570.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -134616.875000 Penalty: 2243.717773
	Iteration 4Q: 3 clusters Score -134616.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -134661.718750 Penalty: 2243.717773
	Iteration 5Q: 3 clusters Score -134661.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -134702.046875 Penalty: 2243.717773
	Iteration 6Q: 3 clusters Score -134702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -134720.406250 Penalty: 2243.717773
	Iteration 7Q: 3 clusters Score -134720.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -134736.734375 Penalty: 2243.717773
	Iteration 8Q: 3 clusters Score -134736.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -134750.875000 Penalty: 2243.717773
	Iteration 9Q: 3 clusters Score -134750.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -134760.953125 Penalty: 2243.717773
	Iteration 10Q: 3 clusters Score -134761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134769.531250 Penalty: 2243.717773
	Iteration 11Q: 3 clusters Score -134769.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134772.406250 Penalty: 2243.717773
	Iteration 12Q: 3 clusters Score -134772.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -134773.625000 Penalty: 2243.717773
	Iteration 13Q: 3 clusters Score -134773.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -134776.156250 Penalty: 2243.717773
	Iteration 14Q: 3 clusters Score -134776.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -134776.718750 Penalty: 2243.717773
	Iteration 15Q: 3 clusters Score -134776.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -134777.437500 Penalty: 2243.717773
	Iteration 16Q: 3 clusters Score -134777.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134778.250000 Penalty: 2243.717773
	Iteration 17Q: 3 clusters Score -134778.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -134779.812500 Penalty: 2243.717773
	Iteration 18Q: 3 clusters Score -134779.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -134783.609375 Penalty: 2243.717773
	Iteration 19Q: 3 clusters Score -134783.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -134785.265625 Penalty: 2243.717773
	Iteration 20F: 3 clusters Score -134785.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -134788.656250 Penalty: 2243.717773
	Iteration 21Q: 3 clusters Score -134788.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -134790.078125 Penalty: 2243.717773
	Iteration 22Q: 3 clusters Score -134790.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -134790.796875 Penalty: 2243.717773
	Iteration 23Q: 3 clusters Score -134790.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -134790.796875 Penalty: 2243.717773
	Iteration 24F: 3 clusters Score -134790.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Entering Unmasked Estep 
Score: -327568.437500 Penalty: 1270.233276
	Iteration 0F: 2 clusters Score -327568.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -325208.875000 Penalty: 2540.466553
	Iteration 0F: 3 clusters Score -325208.9 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -325851.093750 Penalty: 2540.466553
	Iteration 1F: 3 clusters Score -325851.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -326055.843750 Penalty: 2540.466553
	Iteration 2F: 3 clusters Score -326055.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -326169.531250 Penalty: 2540.466553
	Iteration 3F: 3 clusters Score -326169.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -326266.312500 Penalty: 2540.466553
	Iteration 4Q: 3 clusters Score -326266.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -326348.250000 Penalty: 2540.466553
	Iteration 5Q: 3 clusters Score -326348.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -326418.125000 Penalty: 2540.466553
	Iteration 6Q: 3 clusters Score -326418.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -326468.093750 Penalty: 2540.466553
	Iteration 7Q: 3 clusters Score -326468.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -326508.218750 Penalty: 2540.466553
	Iteration 8Q: 3 clusters Score -326508.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -326528.125000 Penalty: 2540.466553
	Iteration 9Q: 3 clusters Score -326528.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -326540.218750 Penalty: 2540.466553
	Iteration 10Q: 3 clusters Score -326540.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -326549.593750 Penalty: 2540.466553
	Iteration 11Q: 3 clusters Score -326549.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -326558.218750 Penalty: 2540.466553
	Iteration 12Q: 3 clusters Score -326558.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -326566.343750 Penalty: 2540.466553
	Iteration 13Q: 3 clusters Score -326566.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -326573.062500 Penalty: 2540.466553
	Iteration 14Q: 3 clusters Score -326573.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -326578.093750 Penalty: 2540.466553
	Iteration 15Q: 3 clusters Score -326578.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -326582.062500 Penalty: 2540.466553
	Iteration 16Q: 3 clusters Score -326582.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -326585.281250 Penalty: 2540.466553
	Iteration 17Q: 3 clusters Score -326585.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -326590.468750 Penalty: 2540.466553
	Iteration 18Q: 3 clusters Score -326590.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -326593.562500 Penalty: 2540.466553
	Iteration 19Q: 3 clusters Score -326593.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -326597.125000 Penalty: 2540.466553
	Iteration 20F: 3 clusters Score -326597.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -326601.093750 Penalty: 2540.466553
	Iteration 21Q: 3 clusters Score -326601.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -326604.468750 Penalty: 2540.466553
	Iteration 22Q: 3 clusters Score -326604.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -326609.375000 Penalty: 2540.466553
	Iteration 23Q: 3 clusters Score -326609.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -326614.562500 Penalty: 2540.466553
	Iteration 24Q: 3 clusters Score -326614.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -326617.968750 Penalty: 2540.466553
	Iteration 25Q: 3 clusters Score -326618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -326621.250000 Penalty: 2540.466553
	Iteration 26Q: 3 clusters Score -326621.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -326622.781250 Penalty: 2540.466553
	Iteration 27Q: 3 clusters Score -326622.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -326624.250000 Penalty: 2540.466553
	Iteration 28Q: 3 clusters Score -326624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -326625.906250 Penalty: 2540.466553
	Iteration 29Q: 3 clusters Score -326625.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -326626.312500 Penalty: 2540.466553
	Iteration 30Q: 3 clusters Score -326626.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -326626.656250 Penalty: 2540.466553
	Iteration 31Q: 3 clusters Score -326626.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -326627.250000 Penalty: 2540.466553
	Iteration 32Q: 3 clusters Score -326627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -326627.593750 Penalty: 2540.466553
	Iteration 33Q: 3 clusters Score -326627.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -326627.593750 Penalty: 2540.466553
	Iteration 34F: 3 clusters Score -326627.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -18708.947266 Penalty: 836.467834
	Iteration 0F: 2 clusters Score -18708.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18040.873047 Penalty: 1672.935669
	Iteration 0F: 3 clusters Score -18040.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18112.285156 Penalty: 1672.935669
	Iteration 1F: 3 clusters Score -18112.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18137.851562 Penalty: 1672.935669
	Iteration 2Q: 3 clusters Score -18137.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18158.597656 Penalty: 1672.935669
	Iteration 3Q: 3 clusters Score -18158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18164.214844 Penalty: 1672.935669
	Iteration 4Q: 3 clusters Score -18164.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18164.214844 Penalty: 1672.935669
	Iteration 5F: 3 clusters Score -18164.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Entering Unmasked Estep 
Score: -303246.250000 Penalty: 1251.592041
	Iteration 0F: 2 clusters Score -303246.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -301016.906250 Penalty: 2503.184082
	Iteration 0F: 3 clusters Score -301016.9 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -301553.000000 Penalty: 2503.184082
	Iteration 1F: 3 clusters Score -301553 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -301698.093750 Penalty: 2503.184082
	Iteration 2F: 3 clusters Score -301698.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -301772.937500 Penalty: 2503.184082
	Iteration 3Q: 3 clusters Score -301772.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -301814.906250 Penalty: 2503.184082
	Iteration 4Q: 3 clusters Score -301814.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -301852.218750 Penalty: 2503.184082
	Iteration 5Q: 3 clusters Score -301852.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -301890.343750 Penalty: 2503.184082
	Iteration 6Q: 3 clusters Score -301890.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -301918.906250 Penalty: 2503.184082
	Iteration 7Q: 3 clusters Score -301918.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -301949.968750 Penalty: 2503.184082
	Iteration 8Q: 3 clusters Score -301950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -301968.250000 Penalty: 2503.184082
	Iteration 9Q: 3 clusters Score -301968.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -301985.906250 Penalty: 2503.184082
	Iteration 10Q: 3 clusters Score -301985.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -302010.593750 Penalty: 2503.184082
	Iteration 11Q: 3 clusters Score -302010.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -302035.437500 Penalty: 2503.184082
	Iteration 12Q: 3 clusters Score -302035.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -302062.406250 Penalty: 2503.184082
	Iteration 13Q: 3 clusters Score -302062.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -302097.250000 Penalty: 2503.184082
	Iteration 14Q: 3 clusters Score -302097.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -302134.562500 Penalty: 2503.184082
	Iteration 15Q: 3 clusters Score -302134.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -302172.781250 Penalty: 2503.184082
	Iteration 16Q: 3 clusters Score -302172.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -302206.593750 Penalty: 2503.184082
	Iteration 17Q: 3 clusters Score -302206.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -302241.343750 Penalty: 2503.184082
	Iteration 18Q: 3 clusters Score -302241.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -302268.187500 Penalty: 2503.184082
	Iteration 19Q: 3 clusters Score -302268.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -302286.937500 Penalty: 2503.184082
	Iteration 20F: 3 clusters Score -302286.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -302306.125000 Penalty: 2503.184082
	Iteration 21Q: 3 clusters Score -302306.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -302318.031250 Penalty: 2503.184082
	Iteration 22Q: 3 clusters Score -302318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -302329.531250 Penalty: 2503.184082
	Iteration 23Q: 3 clusters Score -302329.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -302339.937500 Penalty: 2503.184082
	Iteration 24Q: 3 clusters Score -302339.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -302354.187500 Penalty: 2503.184082
	Iteration 25Q: 3 clusters Score -302354.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -302370.531250 Penalty: 2503.184082
	Iteration 26Q: 3 clusters Score -302370.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -302380.093750 Penalty: 2503.184082
	Iteration 27Q: 3 clusters Score -302380.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -302385.687500 Penalty: 2503.184082
	Iteration 28Q: 3 clusters Score -302385.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -302392.312500 Penalty: 2503.184082
	Iteration 29Q: 3 clusters Score -302392.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -302398.875000 Penalty: 2503.184082
	Iteration 30Q: 3 clusters Score -302398.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -302406.062500 Penalty: 2503.184082
	Iteration 31Q: 3 clusters Score -302406.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -302414.562500 Penalty: 2503.184082
	Iteration 32Q: 3 clusters Score -302414.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -302419.000000 Penalty: 2503.184082
	Iteration 33Q: 3 clusters Score -302419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -302427.218750 Penalty: 2503.184082
	Iteration 34Q: 3 clusters Score -302427.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -302430.312500 Penalty: 2503.184082
	Iteration 35Q: 3 clusters Score -302430.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -302434.843750 Penalty: 2503.184082
	Iteration 36Q: 3 clusters Score -302434.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -302438.218750 Penalty: 2503.184082
	Iteration 37Q: 3 clusters Score -302438.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -302441.000000 Penalty: 2503.184082
	Iteration 38Q: 3 clusters Score -302441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -302444.625000 Penalty: 2503.184082
	Iteration 39Q: 3 clusters Score -302444.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -302449.187500 Penalty: 2503.184082
	Iteration 40F: 3 clusters Score -302449.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -302453.750000 Penalty: 2503.184082
	Iteration 41Q: 3 clusters Score -302453.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -302456.687500 Penalty: 2503.184082
	Iteration 42Q: 3 clusters Score -302456.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -302458.562500 Penalty: 2503.184082
	Iteration 43Q: 3 clusters Score -302458.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -302460.593750 Penalty: 2503.184082
	Iteration 44Q: 3 clusters Score -302460.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -302461.468750 Penalty: 2503.184082
	Iteration 45Q: 3 clusters Score -302461.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -302462.750000 Penalty: 2503.184082
	Iteration 46Q: 3 clusters Score -302462.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -302465.375000 Penalty: 2503.184082
	Iteration 47Q: 3 clusters Score -302465.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -302466.062500 Penalty: 2503.184082
	Iteration 48Q: 3 clusters Score -302466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -302467.093750 Penalty: 2503.184082
	Iteration 49Q: 3 clusters Score -302467.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -302467.656250 Penalty: 2503.184082
	Iteration 50Q: 3 clusters Score -302467.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -302468.125000 Penalty: 2503.184082
	Iteration 51Q: 3 clusters Score -302468.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -302468.125000 Penalty: 2503.184082
	Iteration 52F: 3 clusters Score -302468.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (13281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Entering Unmasked Estep 
Score: -2018590.875000 Penalty: 1542.789673
	Iteration 0F: 2 clusters Score -2018591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2009522.625000 Penalty: 3085.579346
	Iteration 0F: 3 clusters Score -2009523 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2012828.125000 Penalty: 3085.579346
	Iteration 1F: 3 clusters Score -2012828 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2013296.375000 Penalty: 3085.579346
	Iteration 2F: 3 clusters Score -2013296 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2013722.250000 Penalty: 3085.579346
	Iteration 3F: 3 clusters Score -2013722 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2014109.375000 Penalty: 3085.579346
	Iteration 4F: 3 clusters Score -2014109 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2014471.000000 Penalty: 3085.579346
	Iteration 5F: 3 clusters Score -2014471 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2014779.375000 Penalty: 3085.579346
	Iteration 6Q: 3 clusters Score -2014779 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2015092.500000 Penalty: 3085.579346
	Iteration 7Q: 3 clusters Score -2015092 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2015402.250000 Penalty: 3085.579346
	Iteration 8Q: 3 clusters Score -2015402 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2015695.500000 Penalty: 3085.579346
	Iteration 9Q: 3 clusters Score -2015696 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2015978.625000 Penalty: 3085.579346
	Iteration 10Q: 3 clusters Score -2015979 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2016225.125000 Penalty: 3085.579346
	Iteration 11Q: 3 clusters Score -2016225 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2016419.375000 Penalty: 3085.579346
	Iteration 12Q: 3 clusters Score -2016419 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2016547.750000 Penalty: 3085.579346
	Iteration 13Q: 3 clusters Score -2016548 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2016637.500000 Penalty: 3085.579346
	Iteration 14Q: 3 clusters Score -2016638 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2016688.875000 Penalty: 3085.579346
	Iteration 15Q: 3 clusters Score -2016689 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2016751.000000 Penalty: 3085.579346
	Iteration 16Q: 3 clusters Score -2016751 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2016794.000000 Penalty: 3085.579346
	Iteration 17Q: 3 clusters Score -2016794 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2016834.500000 Penalty: 3085.579346
	Iteration 18Q: 3 clusters Score -2016834 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2016878.625000 Penalty: 3085.579346
	Iteration 19Q: 3 clusters Score -2016879 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2016909.125000 Penalty: 3085.579346
	Iteration 20F: 3 clusters Score -2016909 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2016935.125000 Penalty: 3085.579346
	Iteration 21Q: 3 clusters Score -2016935 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2016949.625000 Penalty: 3085.579346
	Iteration 22Q: 3 clusters Score -2016950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2016959.750000 Penalty: 3085.579346
	Iteration 23Q: 3 clusters Score -2016960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2016974.750000 Penalty: 3085.579346
	Iteration 24Q: 3 clusters Score -2016975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2016983.875000 Penalty: 3085.579346
	Iteration 25Q: 3 clusters Score -2016984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2016997.625000 Penalty: 3085.579346
	Iteration 26Q: 3 clusters Score -2016998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2016995.875000 Penalty: 3085.579346
	Iteration 27Q: 3 clusters Score -2016996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2017008.375000 Penalty: 3085.579346
	Iteration 28Q: 3 clusters Score -2017008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2017019.875000 Penalty: 3085.579346
	Iteration 29Q: 3 clusters Score -2017020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2017026.000000 Penalty: 3085.579346
	Iteration 30Q: 3 clusters Score -2017026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2017036.125000 Penalty: 3085.579346
	Iteration 31Q: 3 clusters Score -2017036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2017049.875000 Penalty: 3085.579346
	Iteration 32Q: 3 clusters Score -2017050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2017064.125000 Penalty: 3085.579346
	Iteration 33Q: 3 clusters Score -2017064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2017077.750000 Penalty: 3085.579346
	Iteration 34Q: 3 clusters Score -2017078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2017082.625000 Penalty: 3085.579346
	Iteration 35Q: 3 clusters Score -2017083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2017089.750000 Penalty: 3085.579346
	Iteration 36Q: 3 clusters Score -2017090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2017094.750000 Penalty: 3085.579346
	Iteration 37Q: 3 clusters Score -2017095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2017096.750000 Penalty: 3085.579346
	Iteration 38Q: 3 clusters Score -2017097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2017100.000000 Penalty: 3085.579346
	Iteration 39Q: 3 clusters Score -2017100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2017105.500000 Penalty: 3085.579346
	Iteration 40F: 3 clusters Score -2017106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2017113.625000 Penalty: 3085.579346
	Iteration 41Q: 3 clusters Score -2017114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2017121.250000 Penalty: 3085.579346
	Iteration 42Q: 3 clusters Score -2017121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2017126.875000 Penalty: 3085.579346
	Iteration 43Q: 3 clusters Score -2017127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2017132.250000 Penalty: 3085.579346
	Iteration 44Q: 3 clusters Score -2017132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2017138.000000 Penalty: 3085.579346
	Iteration 45Q: 3 clusters Score -2017138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2017143.875000 Penalty: 3085.579346
	Iteration 46Q: 3 clusters Score -2017144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2017148.000000 Penalty: 3085.579346
	Iteration 47Q: 3 clusters Score -2017148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2017156.875000 Penalty: 3085.579346
	Iteration 48Q: 3 clusters Score -2017157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2017157.250000 Penalty: 3085.579346
	Iteration 49Q: 3 clusters Score -2017157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2017164.875000 Penalty: 3085.579346
	Iteration 50Q: 3 clusters Score -2017165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2017174.375000 Penalty: 3085.579346
	Iteration 51Q: 3 clusters Score -2017174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2017180.125000 Penalty: 3085.579346
	Iteration 52Q: 3 clusters Score -2017180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2017186.500000 Penalty: 3085.579346
	Iteration 53Q: 3 clusters Score -2017186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2017190.500000 Penalty: 3085.579346
	Iteration 54Q: 3 clusters Score -2017190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2017193.375000 Penalty: 3085.579346
	Iteration 55Q: 3 clusters Score -2017193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2017195.625000 Penalty: 3085.579346
	Iteration 56Q: 3 clusters Score -2017196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2017198.375000 Penalty: 3085.579346
	Iteration 57Q: 3 clusters Score -2017198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2017195.750000 Penalty: 3085.579346
	Iteration 58Q: 3 clusters Score -2017196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2017197.000000 Penalty: 3085.579346
	Iteration 59Q: 3 clusters Score -2017197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2017198.625000 Penalty: 3085.579346
	Iteration 60F: 3 clusters Score -2017199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2017201.625000 Penalty: 3085.579346
	Iteration 61Q: 3 clusters Score -2017202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2017206.500000 Penalty: 3085.579346
	Iteration 62Q: 3 clusters Score -2017206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2017210.000000 Penalty: 3085.579346
	Iteration 63Q: 3 clusters Score -2017210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2017212.000000 Penalty: 3085.579346
	Iteration 64Q: 3 clusters Score -2017212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2017219.500000 Penalty: 3085.579346
	Iteration 65Q: 3 clusters Score -2017220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2017224.375000 Penalty: 3085.579346
	Iteration 66Q: 3 clusters Score -2017224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2017228.000000 Penalty: 3085.579346
	Iteration 67Q: 3 clusters Score -2017228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2017236.500000 Penalty: 3085.579346
	Iteration 68Q: 3 clusters Score -2017236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2017244.250000 Penalty: 3085.579346
	Iteration 69Q: 3 clusters Score -2017244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2017252.000000 Penalty: 3085.579346
	Iteration 70Q: 3 clusters Score -2017252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2017257.500000 Penalty: 3085.579346
	Iteration 71Q: 3 clusters Score -2017258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2017265.625000 Penalty: 3085.579346
	Iteration 72Q: 3 clusters Score -2017266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2017269.500000 Penalty: 3085.579346
	Iteration 73Q: 3 clusters Score -2017270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2017272.500000 Penalty: 3085.579346
	Iteration 74Q: 3 clusters Score -2017272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2017275.375000 Penalty: 3085.579346
	Iteration 75Q: 3 clusters Score -2017275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2017281.250000 Penalty: 3085.579346
	Iteration 76Q: 3 clusters Score -2017281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2017282.125000 Penalty: 3085.579346
	Iteration 77Q: 3 clusters Score -2017282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2017286.750000 Penalty: 3085.579346
	Iteration 78Q: 3 clusters Score -2017287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2017289.750000 Penalty: 3085.579346
	Iteration 79Q: 3 clusters Score -2017290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2017292.875000 Penalty: 3085.579346
	Iteration 80F: 3 clusters Score -2017293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2017292.625000 Penalty: 3085.579346
	Iteration 81Q: 3 clusters Score -2017293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2017297.625000 Penalty: 3085.579346
	Iteration 82Q: 3 clusters Score -2017298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2017300.000000 Penalty: 3085.579346
	Iteration 83Q: 3 clusters Score -2017300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2017299.500000 Penalty: 3085.579346
	Iteration 84Q: 3 clusters Score -2017300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2017297.625000 Penalty: 3085.579346
	Iteration 85Q: 3 clusters Score -2017298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2017297.625000 Penalty: 3085.579346
	Iteration 86F: 3 clusters Score -2017298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (11838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Entering Unmasked Estep 
Score: -1726892.875000 Penalty: 1524.098877
	Iteration 0F: 2 clusters Score -1726893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1718613.500000 Penalty: 3048.197754
	Iteration 0F: 3 clusters Score -1718614 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1721492.125000 Penalty: 3048.197754
	Iteration 1F: 3 clusters Score -1721492 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1721774.500000 Penalty: 3048.197754
	Iteration 2F: 3 clusters Score -1721774 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1721983.625000 Penalty: 3048.197754
	Iteration 3Q: 3 clusters Score -1721984 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1722197.875000 Penalty: 3048.197754
	Iteration 4Q: 3 clusters Score -1722198 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1722426.750000 Penalty: 3048.197754
	Iteration 5Q: 3 clusters Score -1722427 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1722656.750000 Penalty: 3048.197754
	Iteration 6Q: 3 clusters Score -1722657 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1722872.250000 Penalty: 3048.197754
	Iteration 7Q: 3 clusters Score -1722872 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1723105.750000 Penalty: 3048.197754
	Iteration 8Q: 3 clusters Score -1723106 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1723311.375000 Penalty: 3048.197754
	Iteration 9Q: 3 clusters Score -1723311 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1723537.500000 Penalty: 3048.197754
	Iteration 10Q: 3 clusters Score -1723538 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1723785.875000 Penalty: 3048.197754
	Iteration 11Q: 3 clusters Score -1723786 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1724062.750000 Penalty: 3048.197754
	Iteration 12Q: 3 clusters Score -1724063 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1724332.875000 Penalty: 3048.197754
	Iteration 13Q: 3 clusters Score -1724333 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1724592.125000 Penalty: 3048.197754
	Iteration 14Q: 3 clusters Score -1724592 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1724803.375000 Penalty: 3048.197754
	Iteration 15Q: 3 clusters Score -1724803 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1724988.375000 Penalty: 3048.197754
	Iteration 16Q: 3 clusters Score -1724988 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1725101.875000 Penalty: 3048.197754
	Iteration 17Q: 3 clusters Score -1725102 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1725181.750000 Penalty: 3048.197754
	Iteration 18Q: 3 clusters Score -1725182 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1725242.750000 Penalty: 3048.197754
	Iteration 19Q: 3 clusters Score -1725243 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1725290.750000 Penalty: 3048.197754
	Iteration 20F: 3 clusters Score -1725291 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1725340.750000 Penalty: 3048.197754
	Iteration 21Q: 3 clusters Score -1725341 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1725372.125000 Penalty: 3048.197754
	Iteration 22Q: 3 clusters Score -1725372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1725402.375000 Penalty: 3048.197754
	Iteration 23Q: 3 clusters Score -1725402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1725417.250000 Penalty: 3048.197754
	Iteration 24Q: 3 clusters Score -1725417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1725440.500000 Penalty: 3048.197754
	Iteration 25Q: 3 clusters Score -1725440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1725451.875000 Penalty: 3048.197754
	Iteration 26Q: 3 clusters Score -1725452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1725466.750000 Penalty: 3048.197754
	Iteration 27Q: 3 clusters Score -1725467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1725484.625000 Penalty: 3048.197754
	Iteration 28Q: 3 clusters Score -1725485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1725490.625000 Penalty: 3048.197754
	Iteration 29Q: 3 clusters Score -1725491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1725507.000000 Penalty: 3048.197754
	Iteration 30Q: 3 clusters Score -1725507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1725519.000000 Penalty: 3048.197754
	Iteration 31Q: 3 clusters Score -1725519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1725528.750000 Penalty: 3048.197754
	Iteration 32Q: 3 clusters Score -1725529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1725531.625000 Penalty: 3048.197754
	Iteration 33Q: 3 clusters Score -1725532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1725537.250000 Penalty: 3048.197754
	Iteration 34Q: 3 clusters Score -1725537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1725541.625000 Penalty: 3048.197754
	Iteration 35Q: 3 clusters Score -1725542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1725542.000000 Penalty: 3048.197754
	Iteration 36Q: 3 clusters Score -1725542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1725547.625000 Penalty: 3048.197754
	Iteration 37Q: 3 clusters Score -1725548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1725550.000000 Penalty: 3048.197754
	Iteration 38Q: 3 clusters Score -1725550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1725550.125000 Penalty: 3048.197754
	Iteration 39Q: 3 clusters Score -1725550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1725554.500000 Penalty: 3048.197754
	Iteration 40F: 3 clusters Score -1725554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1725555.500000 Penalty: 3048.197754
	Iteration 41Q: 3 clusters Score -1725556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1725555.500000 Penalty: 3048.197754
	Iteration 42F: 3 clusters Score -1725556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -69403.281250 Penalty: 1018.111450
	Iteration 0F: 2 clusters Score -69403.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68358.718750 Penalty: 2036.222900
	Iteration 0F: 3 clusters Score -68358.72 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68648.226562 Penalty: 2036.222900
	Iteration 1F: 3 clusters Score -68648.23 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68864.101562 Penalty: 2036.222900
	Iteration 2F: 3 clusters Score -68864.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -68967.492188 Penalty: 2036.222900
	Iteration 3F: 3 clusters Score -68967.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69022.257812 Penalty: 2036.222900
	Iteration 4Q: 3 clusters Score -69022.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -69036.796875 Penalty: 2036.222900
	Iteration 5Q: 3 clusters Score -69036.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69043.296875 Penalty: 2036.222900
	Iteration 6Q: 3 clusters Score -69043.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -69049.570312 Penalty: 2036.222900
	Iteration 7Q: 3 clusters Score -69049.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -69053.367188 Penalty: 2036.222900
	Iteration 8Q: 3 clusters Score -69053.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -69107.437500 Penalty: 2036.222900
	Iteration 9Q: 3 clusters Score -69107.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -69128.484375 Penalty: 2036.222900
	Iteration 10Q: 3 clusters Score -69128.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -69133.976562 Penalty: 2036.222900
	Iteration 11Q: 3 clusters Score -69133.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -69138.679688 Penalty: 2036.222900
	Iteration 12Q: 3 clusters Score -69138.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -69144.835938 Penalty: 2036.222900
	Iteration 13Q: 3 clusters Score -69144.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69145.710938 Penalty: 2036.222900
	Iteration 14Q: 3 clusters Score -69145.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69145.710938 Penalty: 2036.222900
	Iteration 15F: 3 clusters Score -69145.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (14025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Entering Unmasked Estep 
Score: -2126899.250000 Penalty: 1551.646973
	Iteration 0F: 2 clusters Score -2126899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2117261.250000 Penalty: 3103.293945
	Iteration 0F: 3 clusters Score -2117261 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2120717.750000 Penalty: 3103.293945
	Iteration 1F: 3 clusters Score -2120718 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2121029.000000 Penalty: 3103.293945
	Iteration 2F: 3 clusters Score -2121029 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2121267.000000 Penalty: 3103.293945
	Iteration 3Q: 3 clusters Score -2121267 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2121472.500000 Penalty: 3103.293945
	Iteration 4Q: 3 clusters Score -2121472 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2121667.750000 Penalty: 3103.293945
	Iteration 5Q: 3 clusters Score -2121668 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2121850.250000 Penalty: 3103.293945
	Iteration 6Q: 3 clusters Score -2121850 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2122042.500000 Penalty: 3103.293945
	Iteration 7Q: 3 clusters Score -2122042 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2122253.500000 Penalty: 3103.293945
	Iteration 8Q: 3 clusters Score -2122254 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2122504.000000 Penalty: 3103.293945
	Iteration 9Q: 3 clusters Score -2122504 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2122826.250000 Penalty: 3103.293945
	Iteration 10Q: 3 clusters Score -2122826 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2123248.250000 Penalty: 3103.293945
	Iteration 11Q: 3 clusters Score -2123248 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2123743.500000 Penalty: 3103.293945
	Iteration 12F: 3 clusters Score -2123744 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2124210.500000 Penalty: 3103.293945
	Iteration 13Q: 3 clusters Score -2124210 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2124579.750000 Penalty: 3103.293945
	Iteration 14Q: 3 clusters Score -2124580 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2124881.250000 Penalty: 3103.293945
	Iteration 15Q: 3 clusters Score -2124881 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2125086.750000 Penalty: 3103.293945
	Iteration 16Q: 3 clusters Score -2125087 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2125268.500000 Penalty: 3103.293945
	Iteration 17Q: 3 clusters Score -2125268 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2125391.500000 Penalty: 3103.293945
	Iteration 18Q: 3 clusters Score -2125392 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2125469.500000 Penalty: 3103.293945
	Iteration 19Q: 3 clusters Score -2125470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2125509.500000 Penalty: 3103.293945
	Iteration 20F: 3 clusters Score -2125510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2125542.000000 Penalty: 3103.293945
	Iteration 21Q: 3 clusters Score -2125542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2125561.250000 Penalty: 3103.293945
	Iteration 22Q: 3 clusters Score -2125561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2125574.500000 Penalty: 3103.293945
	Iteration 23Q: 3 clusters Score -2125574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2125580.000000 Penalty: 3103.293945
	Iteration 24Q: 3 clusters Score -2125580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2125584.500000 Penalty: 3103.293945
	Iteration 25Q: 3 clusters Score -2125584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2125589.750000 Penalty: 3103.293945
	Iteration 26Q: 3 clusters Score -2125590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2125596.250000 Penalty: 3103.293945
	Iteration 27Q: 3 clusters Score -2125596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2125599.250000 Penalty: 3103.293945
	Iteration 28Q: 3 clusters Score -2125599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2125600.750000 Penalty: 3103.293945
	Iteration 29Q: 3 clusters Score -2125601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2125602.000000 Penalty: 3103.293945
	Iteration 30Q: 3 clusters Score -2125602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2125603.250000 Penalty: 3103.293945
	Iteration 31Q: 3 clusters Score -2125603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2125604.500000 Penalty: 3103.293945
	Iteration 32Q: 3 clusters Score -2125604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2125604.750000 Penalty: 3103.293945
	Iteration 33Q: 3 clusters Score -2125605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2125606.750000 Penalty: 3103.293945
	Iteration 34Q: 3 clusters Score -2125607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2125606.750000 Penalty: 3103.293945
	Iteration 35F: 3 clusters Score -2125607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -212080.265625 Penalty: 1205.941284
	Iteration 0F: 2 clusters Score -212080.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -210239.296875 Penalty: 2411.882568
	Iteration 0F: 3 clusters Score -210239.3 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -210766.281250 Penalty: 2411.882568
	Iteration 1F: 3 clusters Score -210766.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -211077.796875 Penalty: 2411.882568
	Iteration 2F: 3 clusters Score -211077.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -211301.750000 Penalty: 2411.882568
	Iteration 3F: 3 clusters Score -211301.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -211438.328125 Penalty: 2411.882568
	Iteration 4F: 3 clusters Score -211438.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -211524.312500 Penalty: 2411.882568
	Iteration 5Q: 3 clusters Score -211524.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -211559.343750 Penalty: 2411.882568
	Iteration 6Q: 3 clusters Score -211559.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -211588.468750 Penalty: 2411.882568
	Iteration 7Q: 3 clusters Score -211588.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -211613.031250 Penalty: 2411.882568
	Iteration 8Q: 3 clusters Score -211613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -211624.843750 Penalty: 2411.882568
	Iteration 9Q: 3 clusters Score -211624.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -211641.046875 Penalty: 2411.882568
	Iteration 10Q: 3 clusters Score -211641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -211665.718750 Penalty: 2411.882568
	Iteration 11Q: 3 clusters Score -211665.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -211702.203125 Penalty: 2411.882568
	Iteration 12Q: 3 clusters Score -211702.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -211734.656250 Penalty: 2411.882568
	Iteration 13Q: 3 clusters Score -211734.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -211792.843750 Penalty: 2411.882568
	Iteration 14Q: 3 clusters Score -211792.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -211820.343750 Penalty: 2411.882568
	Iteration 15Q: 3 clusters Score -211820.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -211842.500000 Penalty: 2411.882568
	Iteration 16Q: 3 clusters Score -211842.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -211858.531250 Penalty: 2411.882568
	Iteration 17Q: 3 clusters Score -211858.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -211877.390625 Penalty: 2411.882568
	Iteration 18Q: 3 clusters Score -211877.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -211891.765625 Penalty: 2411.882568
	Iteration 19Q: 3 clusters Score -211891.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -211903.671875 Penalty: 2411.882568
	Iteration 20F: 3 clusters Score -211903.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -211914.421875 Penalty: 2411.882568
	Iteration 21Q: 3 clusters Score -211914.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -211935.875000 Penalty: 2411.882568
	Iteration 22Q: 3 clusters Score -211935.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -211955.343750 Penalty: 2411.882568
	Iteration 23Q: 3 clusters Score -211955.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -211966.125000 Penalty: 2411.882568
	Iteration 24Q: 3 clusters Score -211966.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -211971.906250 Penalty: 2411.882568
	Iteration 25Q: 3 clusters Score -211971.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -211972.921875 Penalty: 2411.882568
	Iteration 26Q: 3 clusters Score -211972.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -211976.515625 Penalty: 2411.882568
	Iteration 27Q: 3 clusters Score -211976.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -211977.703125 Penalty: 2411.882568
	Iteration 28Q: 3 clusters Score -211977.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -211978.390625 Penalty: 2411.882568
	Iteration 29Q: 3 clusters Score -211978.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -211978.906250 Penalty: 2411.882568
	Iteration 30Q: 3 clusters Score -211978.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -211978.906250 Penalty: 2411.882568
	Iteration 31F: 3 clusters Score -211978.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -99023.945312 Penalty: 1098.190308
	Iteration 0F: 2 clusters Score -99023.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -97679.046875 Penalty: 2196.380615
	Iteration 0F: 3 clusters Score -97679.05 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -97915.765625 Penalty: 2196.380615
	Iteration 1F: 3 clusters Score -97915.77 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98051.289062 Penalty: 2196.380615
	Iteration 2F: 3 clusters Score -98051.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -98119.867188 Penalty: 2196.380615
	Iteration 3Q: 3 clusters Score -98119.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -98168.476562 Penalty: 2196.380615
	Iteration 4Q: 3 clusters Score -98168.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -98205.539062 Penalty: 2196.380615
	Iteration 5Q: 3 clusters Score -98205.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98243.585938 Penalty: 2196.380615
	Iteration 6Q: 3 clusters Score -98243.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -98275.328125 Penalty: 2196.380615
	Iteration 7Q: 3 clusters Score -98275.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -98307.726562 Penalty: 2196.380615
	Iteration 8Q: 3 clusters Score -98307.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -98331.007812 Penalty: 2196.380615
	Iteration 9Q: 3 clusters Score -98331.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -98346.078125 Penalty: 2196.380615
	Iteration 10Q: 3 clusters Score -98346.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -98360.164062 Penalty: 2196.380615
	Iteration 11Q: 3 clusters Score -98360.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -98380.609375 Penalty: 2196.380615
	Iteration 12Q: 3 clusters Score -98380.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -98393.234375 Penalty: 2196.380615
	Iteration 13Q: 3 clusters Score -98393.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -98403.859375 Penalty: 2196.380615
	Iteration 14Q: 3 clusters Score -98403.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -98408.617188 Penalty: 2196.380615
	Iteration 15Q: 3 clusters Score -98408.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -98409.546875 Penalty: 2196.380615
	Iteration 16Q: 3 clusters Score -98409.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -98409.546875 Penalty: 2196.380615
	Iteration 17F: 3 clusters Score -98409.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (6693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Entering Unmasked Estep 
Score: -969738.750000 Penalty: 1431.432861
	Iteration 0F: 2 clusters Score -969738.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -964748.375000 Penalty: 2862.865723
	Iteration 0F: 3 clusters Score -964748.4 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -966225.562500 Penalty: 2862.865723
	Iteration 1F: 3 clusters Score -966225.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -966452.750000 Penalty: 2862.865723
	Iteration 2F: 3 clusters Score -966452.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -966618.000000 Penalty: 2862.865723
	Iteration 3F: 3 clusters Score -966618 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -966729.000000 Penalty: 2862.865723
	Iteration 4Q: 3 clusters Score -966729 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -966831.875000 Penalty: 2862.865723
	Iteration 5Q: 3 clusters Score -966831.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -966923.500000 Penalty: 2862.865723
	Iteration 6Q: 3 clusters Score -966923.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -967005.812500 Penalty: 2862.865723
	Iteration 7Q: 3 clusters Score -967005.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -967085.250000 Penalty: 2862.865723
	Iteration 8Q: 3 clusters Score -967085.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -967160.687500 Penalty: 2862.865723
	Iteration 9Q: 3 clusters Score -967160.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -967235.000000 Penalty: 2862.865723
	Iteration 10Q: 3 clusters Score -967235 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -967311.125000 Penalty: 2862.865723
	Iteration 11Q: 3 clusters Score -967311.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -967375.062500 Penalty: 2862.865723
	Iteration 12Q: 3 clusters Score -967375.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -967435.437500 Penalty: 2862.865723
	Iteration 13Q: 3 clusters Score -967435.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -967501.812500 Penalty: 2862.865723
	Iteration 14Q: 3 clusters Score -967501.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -967581.937500 Penalty: 2862.865723
	Iteration 15Q: 3 clusters Score -967581.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -967672.125000 Penalty: 2862.865723
	Iteration 16Q: 3 clusters Score -967672.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -967775.375000 Penalty: 2862.865723
	Iteration 17Q: 3 clusters Score -967775.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -967875.687500 Penalty: 2862.865723
	Iteration 18Q: 3 clusters Score -967875.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -967955.625000 Penalty: 2862.865723
	Iteration 19Q: 3 clusters Score -967955.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -968038.750000 Penalty: 2862.865723
	Iteration 20F: 3 clusters Score -968038.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -968126.312500 Penalty: 2862.865723
	Iteration 21Q: 3 clusters Score -968126.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -968192.625000 Penalty: 2862.865723
	Iteration 22Q: 3 clusters Score -968192.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -968255.812500 Penalty: 2862.865723
	Iteration 23Q: 3 clusters Score -968255.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -968313.250000 Penalty: 2862.865723
	Iteration 24Q: 3 clusters Score -968313.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -968352.812500 Penalty: 2862.865723
	Iteration 25Q: 3 clusters Score -968352.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -968384.000000 Penalty: 2862.865723
	Iteration 26Q: 3 clusters Score -968384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -968410.000000 Penalty: 2862.865723
	Iteration 27Q: 3 clusters Score -968410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -968424.062500 Penalty: 2862.865723
	Iteration 28Q: 3 clusters Score -968424.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -968433.750000 Penalty: 2862.865723
	Iteration 29Q: 3 clusters Score -968433.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -968449.937500 Penalty: 2862.865723
	Iteration 30Q: 3 clusters Score -968449.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -968457.062500 Penalty: 2862.865723
	Iteration 31Q: 3 clusters Score -968457.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -968466.062500 Penalty: 2862.865723
	Iteration 32Q: 3 clusters Score -968466.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -968468.000000 Penalty: 2862.865723
	Iteration 33Q: 3 clusters Score -968468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -968468.500000 Penalty: 2862.865723
	Iteration 34Q: 3 clusters Score -968468.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -968473.687500 Penalty: 2862.865723
	Iteration 35Q: 3 clusters Score -968473.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -968476.375000 Penalty: 2862.865723
	Iteration 36Q: 3 clusters Score -968476.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -968475.000000 Penalty: 2862.865723
	Iteration 37Q: 3 clusters Score -968475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -968478.625000 Penalty: 2862.865723
	Iteration 38Q: 3 clusters Score -968478.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -968478.625000 Penalty: 2862.865723
	Iteration 39F: 3 clusters Score -968478.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (19003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Entering Unmasked Estep 
Score: -2892817.250000 Penalty: 1601.007202
	Iteration 0F: 2 clusters Score -2892817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2880860.000000 Penalty: 3202.014404
	Iteration 0F: 3 clusters Score -2880860 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2885636.250000 Penalty: 3202.014404
	Iteration 1F: 3 clusters Score -2885636 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2886094.750000 Penalty: 3202.014404
	Iteration 2F: 3 clusters Score -2886095 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2886588.500000 Penalty: 3202.014404
	Iteration 3F: 3 clusters Score -2886588 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2887138.250000 Penalty: 3202.014404
	Iteration 4F: 3 clusters Score -2887138 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2887680.750000 Penalty: 3202.014404
	Iteration 5F: 3 clusters Score -2887681 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2888165.500000 Penalty: 3202.014404
	Iteration 6F: 3 clusters Score -2888166 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2888666.500000 Penalty: 3202.014404
	Iteration 7Q: 3 clusters Score -2888666 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2889149.000000 Penalty: 3202.014404
	Iteration 8Q: 3 clusters Score -2889149 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2889594.750000 Penalty: 3202.014404
	Iteration 9Q: 3 clusters Score -2889595 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2890001.750000 Penalty: 3202.014404
	Iteration 10Q: 3 clusters Score -2890002 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2890309.750000 Penalty: 3202.014404
	Iteration 11Q: 3 clusters Score -2890310 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2890524.000000 Penalty: 3202.014404
	Iteration 12Q: 3 clusters Score -2890524 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2890703.000000 Penalty: 3202.014404
	Iteration 13Q: 3 clusters Score -2890703 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2890825.500000 Penalty: 3202.014404
	Iteration 14Q: 3 clusters Score -2890826 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2890911.500000 Penalty: 3202.014404
	Iteration 15Q: 3 clusters Score -2890912 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2890993.750000 Penalty: 3202.014404
	Iteration 16Q: 3 clusters Score -2890994 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2891068.750000 Penalty: 3202.014404
	Iteration 17Q: 3 clusters Score -2891069 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2891150.250000 Penalty: 3202.014404
	Iteration 18Q: 3 clusters Score -2891150 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2891213.000000 Penalty: 3202.014404
	Iteration 19Q: 3 clusters Score -2891213 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2891268.500000 Penalty: 3202.014404
	Iteration 20F: 3 clusters Score -2891268 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2891307.500000 Penalty: 3202.014404
	Iteration 21Q: 3 clusters Score -2891308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2891342.000000 Penalty: 3202.014404
	Iteration 22Q: 3 clusters Score -2891342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2891372.750000 Penalty: 3202.014404
	Iteration 23Q: 3 clusters Score -2891373 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2891401.750000 Penalty: 3202.014404
	Iteration 24Q: 3 clusters Score -2891402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2891418.250000 Penalty: 3202.014404
	Iteration 25Q: 3 clusters Score -2891418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2891443.000000 Penalty: 3202.014404
	Iteration 26Q: 3 clusters Score -2891443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2891448.000000 Penalty: 3202.014404
	Iteration 27Q: 3 clusters Score -2891448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2891458.500000 Penalty: 3202.014404
	Iteration 28Q: 3 clusters Score -2891458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2891470.500000 Penalty: 3202.014404
	Iteration 29Q: 3 clusters Score -2891470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2891477.500000 Penalty: 3202.014404
	Iteration 30Q: 3 clusters Score -2891478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2891478.250000 Penalty: 3202.014404
	Iteration 31Q: 3 clusters Score -2891478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2891490.000000 Penalty: 3202.014404
	Iteration 32Q: 3 clusters Score -2891490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2891493.750000 Penalty: 3202.014404
	Iteration 33Q: 3 clusters Score -2891494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2891491.750000 Penalty: 3202.014404
	Iteration 34Q: 3 clusters Score -2891492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2891492.000000 Penalty: 3202.014404
	Iteration 35Q: 3 clusters Score -2891492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2891490.500000 Penalty: 3202.014404
	Iteration 36Q: 3 clusters Score -2891490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2891490.500000 Penalty: 3202.014404
	Iteration 37F: 3 clusters Score -2891490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (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: -230586.656250 Penalty: 1211.109619
	Iteration 0F: 2 clusters Score -230586.7 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 842 members 
Entering Unmasked Estep 
Score: -228649.734375 Penalty: 2422.219238
	Iteration 0F: 3 clusters Score -228649.7 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -229105.468750 Penalty: 2422.219238
	Iteration 1F: 3 clusters Score -229105.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -229260.843750 Penalty: 2422.219238
	Iteration 2F: 3 clusters Score -229260.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -229376.296875 Penalty: 2422.219238
	Iteration 3F: 3 clusters Score -229376.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -229457.750000 Penalty: 2422.219238
	Iteration 4Q: 3 clusters Score -229457.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -229513.515625 Penalty: 2422.219238
	Iteration 5Q: 3 clusters Score -229513.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -229581.250000 Penalty: 2422.219238
	Iteration 6Q: 3 clusters Score -229581.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -229641.625000 Penalty: 2422.219238
	Iteration 7Q: 3 clusters Score -229641.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -229692.968750 Penalty: 2422.219238
	Iteration 8Q: 3 clusters Score -229693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -229739.890625 Penalty: 2422.219238
	Iteration 9Q: 3 clusters Score -229739.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -229805.203125 Penalty: 2422.219238
	Iteration 10Q: 3 clusters Score -229805.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -229847.421875 Penalty: 2422.219238
	Iteration 11Q: 3 clusters Score -229847.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -229875.968750 Penalty: 2422.219238
	Iteration 12Q: 3 clusters Score -229876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -229905.078125 Penalty: 2422.219238
	Iteration 13Q: 3 clusters Score -229905.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -229939.312500 Penalty: 2422.219238
	Iteration 14Q: 3 clusters Score -229939.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -229963.578125 Penalty: 2422.219238
	Iteration 15Q: 3 clusters Score -229963.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -230004.875000 Penalty: 2422.219238
	Iteration 16Q: 3 clusters Score -230004.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -230044.531250 Penalty: 2422.219238
	Iteration 17Q: 3 clusters Score -230044.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -230067.765625 Penalty: 2422.219238
	Iteration 18Q: 3 clusters Score -230067.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -230088.328125 Penalty: 2422.219238
	Iteration 19Q: 3 clusters Score -230088.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -230100.265625 Penalty: 2422.219238
	Iteration 20F: 3 clusters Score -230100.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -230118.640625 Penalty: 2422.219238
	Iteration 21Q: 3 clusters Score -230118.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -230129.656250 Penalty: 2422.219238
	Iteration 22Q: 3 clusters Score -230129.7 nChanged 11
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: -230143.281250 Penalty: 2422.219238
	Iteration 23Q: 3 clusters Score -230143.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -230147.546875 Penalty: 2422.219238
	Iteration 24Q: 3 clusters Score -230147.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -230157.437500 Penalty: 2422.219238
	Iteration 25Q: 3 clusters Score -230157.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -230162.515625 Penalty: 2422.219238
	Iteration 26Q: 3 clusters Score -230162.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -230169.718750 Penalty: 2422.219238
	Iteration 27Q: 3 clusters Score -230169.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -230174.234375 Penalty: 2422.219238
	Iteration 28Q: 3 clusters Score -230174.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -230177.171875 Penalty: 2422.219238
	Iteration 29Q: 3 clusters Score -230177.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -230180.593750 Penalty: 2422.219238
	Iteration 30Q: 3 clusters Score -230180.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -230184.375000 Penalty: 2422.219238
	Iteration 31Q: 3 clusters Score -230184.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -230186.343750 Penalty: 2422.219238
	Iteration 32Q: 3 clusters Score -230186.3 nChanged 2
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: -230187.109375 Penalty: 2422.219238
	Iteration 33Q: 3 clusters Score -230187.1 nChanged 0
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: -230187.109375 Penalty: 2422.219238
	Iteration 34F: 3 clusters Score -230187.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (4450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Entering Unmasked Estep 
Score: -587634.937500 Penalty: 1365.107178
	Iteration 0F: 2 clusters Score -587634.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -583990.750000 Penalty: 2730.214355
	Iteration 0F: 3 clusters Score -583990.8 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -584973.812500 Penalty: 2730.214355
	Iteration 1F: 3 clusters Score -584973.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -585144.687500 Penalty: 2730.214355
	Iteration 2F: 3 clusters Score -585144.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -585275.812500 Penalty: 2730.214355
	Iteration 3F: 3 clusters Score -585275.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -585381.062500 Penalty: 2730.214355
	Iteration 4Q: 3 clusters Score -585381.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -585481.687500 Penalty: 2730.214355
	Iteration 5Q: 3 clusters Score -585481.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -585577.375000 Penalty: 2730.214355
	Iteration 6Q: 3 clusters Score -585577.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -585668.812500 Penalty: 2730.214355
	Iteration 7Q: 3 clusters Score -585668.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -585773.375000 Penalty: 2730.214355
	Iteration 8Q: 3 clusters Score -585773.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -585889.187500 Penalty: 2730.214355
	Iteration 9Q: 3 clusters Score -585889.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -585991.062500 Penalty: 2730.214355
	Iteration 10Q: 3 clusters Score -585991.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -586094.375000 Penalty: 2730.214355
	Iteration 11Q: 3 clusters Score -586094.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -586179.437500 Penalty: 2730.214355
	Iteration 12Q: 3 clusters Score -586179.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -586255.687500 Penalty: 2730.214355
	Iteration 13Q: 3 clusters Score -586255.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -586311.375000 Penalty: 2730.214355
	Iteration 14Q: 3 clusters Score -586311.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -586363.062500 Penalty: 2730.214355
	Iteration 15Q: 3 clusters Score -586363.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -586408.250000 Penalty: 2730.214355
	Iteration 16Q: 3 clusters Score -586408.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -586445.125000 Penalty: 2730.214355
	Iteration 17Q: 3 clusters Score -586445.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -586483.875000 Penalty: 2730.214355
	Iteration 18Q: 3 clusters Score -586483.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -586515.375000 Penalty: 2730.214355
	Iteration 19Q: 3 clusters Score -586515.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -586557.562500 Penalty: 2730.214355
	Iteration 20F: 3 clusters Score -586557.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -586583.125000 Penalty: 2730.214355
	Iteration 21Q: 3 clusters Score -586583.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -586607.750000 Penalty: 2730.214355
	Iteration 22Q: 3 clusters Score -586607.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -586624.500000 Penalty: 2730.214355
	Iteration 23Q: 3 clusters Score -586624.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -586642.875000 Penalty: 2730.214355
	Iteration 24Q: 3 clusters Score -586642.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -586655.500000 Penalty: 2730.214355
	Iteration 25Q: 3 clusters Score -586655.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -586666.937500 Penalty: 2730.214355
	Iteration 26Q: 3 clusters Score -586666.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -586677.125000 Penalty: 2730.214355
	Iteration 27Q: 3 clusters Score -586677.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -586686.312500 Penalty: 2730.214355
	Iteration 28Q: 3 clusters Score -586686.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -586691.187500 Penalty: 2730.214355
	Iteration 29Q: 3 clusters Score -586691.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -586695.187500 Penalty: 2730.214355
	Iteration 30Q: 3 clusters Score -586695.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -586699.750000 Penalty: 2730.214355
	Iteration 31Q: 3 clusters Score -586699.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -586705.312500 Penalty: 2730.214355
	Iteration 32Q: 3 clusters Score -586705.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -586711.562500 Penalty: 2730.214355
	Iteration 33Q: 3 clusters Score -586711.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -586717.125000 Penalty: 2730.214355
	Iteration 34Q: 3 clusters Score -586717.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -586719.687500 Penalty: 2730.214355
	Iteration 35Q: 3 clusters Score -586719.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -586725.187500 Penalty: 2730.214355
	Iteration 36Q: 3 clusters Score -586725.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -586727.062500 Penalty: 2730.214355
	Iteration 37Q: 3 clusters Score -586727.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -586728.062500 Penalty: 2730.214355
	Iteration 38Q: 3 clusters Score -586728.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -586728.000000 Penalty: 2730.214355
	Iteration 39Q: 3 clusters Score -586728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -586729.750000 Penalty: 2730.214355
	Iteration 40F: 3 clusters Score -586729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -586729.625000 Penalty: 2730.214355
	Iteration 41Q: 3 clusters Score -586729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -586731.437500 Penalty: 2730.214355
	Iteration 42Q: 3 clusters Score -586731.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -586731.687500 Penalty: 2730.214355
	Iteration 43Q: 3 clusters Score -586731.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -586733.812500 Penalty: 2730.214355
	Iteration 44Q: 3 clusters Score -586733.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -586735.000000 Penalty: 2730.214355
	Iteration 45Q: 3 clusters Score -586735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -586736.875000 Penalty: 2730.214355
	Iteration 46Q: 3 clusters Score -586736.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -586738.562500 Penalty: 2730.214355
	Iteration 47Q: 3 clusters Score -586738.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -586739.000000 Penalty: 2730.214355
	Iteration 48Q: 3 clusters Score -586739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -586743.500000 Penalty: 2730.214355
	Iteration 49Q: 3 clusters Score -586743.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -586745.187500 Penalty: 2730.214355
	Iteration 50Q: 3 clusters Score -586745.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -586746.125000 Penalty: 2730.214355
	Iteration 51Q: 3 clusters Score -586746.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -586749.562500 Penalty: 2730.214355
	Iteration 52Q: 3 clusters Score -586749.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -586751.750000 Penalty: 2730.214355
	Iteration 53Q: 3 clusters Score -586751.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -586752.625000 Penalty: 2730.214355
	Iteration 54Q: 3 clusters Score -586752.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -586753.312500 Penalty: 2730.214355
	Iteration 55Q: 3 clusters Score -586753.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -586753.312500 Penalty: 2730.214355
	Iteration 56F: 3 clusters Score -586753.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (13946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Entering Unmasked Estep 
Score: -2110740.750000 Penalty: 1550.729004
	Iteration 0F: 2 clusters Score -2110741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2101226.750000 Penalty: 3101.458008
	Iteration 0F: 3 clusters Score -2101227 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2104634.000000 Penalty: 3101.458008
	Iteration 1F: 3 clusters Score -2104634 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2104985.250000 Penalty: 3101.458008
	Iteration 2F: 3 clusters Score -2104985 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2105314.750000 Penalty: 3101.458008
	Iteration 3F: 3 clusters Score -2105315 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2105657.750000 Penalty: 3101.458008
	Iteration 4F: 3 clusters Score -2105658 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2106035.750000 Penalty: 3101.458008
	Iteration 5Q: 3 clusters Score -2106036 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2106410.000000 Penalty: 3101.458008
	Iteration 6Q: 3 clusters Score -2106410 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2106789.500000 Penalty: 3101.458008
	Iteration 7Q: 3 clusters Score -2106790 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2107155.500000 Penalty: 3101.458008
	Iteration 8Q: 3 clusters Score -2107156 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2107538.000000 Penalty: 3101.458008
	Iteration 9Q: 3 clusters Score -2107538 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2107845.500000 Penalty: 3101.458008
	Iteration 10Q: 3 clusters Score -2107846 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2108081.750000 Penalty: 3101.458008
	Iteration 11Q: 3 clusters Score -2108082 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2108280.250000 Penalty: 3101.458008
	Iteration 12Q: 3 clusters Score -2108280 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2108435.000000 Penalty: 3101.458008
	Iteration 13Q: 3 clusters Score -2108435 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2108562.000000 Penalty: 3101.458008
	Iteration 14Q: 3 clusters Score -2108562 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2108645.750000 Penalty: 3101.458008
	Iteration 15Q: 3 clusters Score -2108646 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2108717.000000 Penalty: 3101.458008
	Iteration 16Q: 3 clusters Score -2108717 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2108763.750000 Penalty: 3101.458008
	Iteration 17Q: 3 clusters Score -2108764 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2108803.750000 Penalty: 3101.458008
	Iteration 18Q: 3 clusters Score -2108804 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2108860.500000 Penalty: 3101.458008
	Iteration 19Q: 3 clusters Score -2108860 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2108919.250000 Penalty: 3101.458008
	Iteration 20F: 3 clusters Score -2108919 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2108970.750000 Penalty: 3101.458008
	Iteration 21Q: 3 clusters Score -2108971 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2109014.250000 Penalty: 3101.458008
	Iteration 22Q: 3 clusters Score -2109014 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2109056.250000 Penalty: 3101.458008
	Iteration 23Q: 3 clusters Score -2109056 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2109085.750000 Penalty: 3101.458008
	Iteration 24Q: 3 clusters Score -2109086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2109108.500000 Penalty: 3101.458008
	Iteration 25Q: 3 clusters Score -2109108 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2109130.250000 Penalty: 3101.458008
	Iteration 26Q: 3 clusters Score -2109130 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2109154.500000 Penalty: 3101.458008
	Iteration 27Q: 3 clusters Score -2109154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2109175.000000 Penalty: 3101.458008
	Iteration 28Q: 3 clusters Score -2109175 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2109205.750000 Penalty: 3101.458008
	Iteration 29Q: 3 clusters Score -2109206 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2109226.250000 Penalty: 3101.458008
	Iteration 30Q: 3 clusters Score -2109226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2109241.500000 Penalty: 3101.458008
	Iteration 31Q: 3 clusters Score -2109242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2109258.500000 Penalty: 3101.458008
	Iteration 32Q: 3 clusters Score -2109258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2109273.250000 Penalty: 3101.458008
	Iteration 33Q: 3 clusters Score -2109273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2109281.250000 Penalty: 3101.458008
	Iteration 34Q: 3 clusters Score -2109281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2109291.000000 Penalty: 3101.458008
	Iteration 35Q: 3 clusters Score -2109291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2109299.750000 Penalty: 3101.458008
	Iteration 36Q: 3 clusters Score -2109300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2109307.750000 Penalty: 3101.458008
	Iteration 37Q: 3 clusters Score -2109308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2109316.750000 Penalty: 3101.458008
	Iteration 38Q: 3 clusters Score -2109317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2109317.000000 Penalty: 3101.458008
	Iteration 39Q: 3 clusters Score -2109317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2109324.500000 Penalty: 3101.458008
	Iteration 40F: 3 clusters Score -2109324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2109330.250000 Penalty: 3101.458008
	Iteration 41Q: 3 clusters Score -2109330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -2109334.750000 Penalty: 3101.458008
	Iteration 42Q: 3 clusters Score -2109335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2109337.000000 Penalty: 3101.458008
	Iteration 43Q: 3 clusters Score -2109337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2109342.000000 Penalty: 3101.458008
	Iteration 44Q: 3 clusters Score -2109342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2109351.000000 Penalty: 3101.458008
	Iteration 45Q: 3 clusters Score -2109351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2109353.750000 Penalty: 3101.458008
	Iteration 46Q: 3 clusters Score -2109354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2109356.000000 Penalty: 3101.458008
	Iteration 47Q: 3 clusters Score -2109356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2109363.500000 Penalty: 3101.458008
	Iteration 48Q: 3 clusters Score -2109364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2109362.750000 Penalty: 3101.458008
	Iteration 49Q: 3 clusters Score -2109363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2109374.250000 Penalty: 3101.458008
	Iteration 50Q: 3 clusters Score -2109374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2109387.250000 Penalty: 3101.458008
	Iteration 51Q: 3 clusters Score -2109387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2109392.250000 Penalty: 3101.458008
	Iteration 52Q: 3 clusters Score -2109392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2109396.750000 Penalty: 3101.458008
	Iteration 53Q: 3 clusters Score -2109397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2109399.250000 Penalty: 3101.458008
	Iteration 54Q: 3 clusters Score -2109399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2109400.750000 Penalty: 3101.458008
	Iteration 55Q: 3 clusters Score -2109401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2109400.250000 Penalty: 3101.458008
	Iteration 56Q: 3 clusters Score -2109400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2109405.250000 Penalty: 3101.458008
	Iteration 57Q: 3 clusters Score -2109405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2109407.250000 Penalty: 3101.458008
	Iteration 58Q: 3 clusters Score -2109407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2109405.750000 Penalty: 3101.458008
	Iteration 59Q: 3 clusters Score -2109406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2109405.750000 Penalty: 3101.458008
	Iteration 60F: 3 clusters Score -2109406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2109411.000000 Penalty: 3101.458008
	Iteration 61Q: 3 clusters Score -2109411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2109415.500000 Penalty: 3101.458008
	Iteration 62Q: 3 clusters Score -2109416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2109414.250000 Penalty: 3101.458008
	Iteration 63Q: 3 clusters Score -2109414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2109414.250000 Penalty: 3101.458008
	Iteration 64F: 3 clusters Score -2109414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -191005.734375 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -191005.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -189212.859375 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -189212.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -189663.609375 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -189663.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -189844.406250 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -189844.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -189946.828125 Penalty: 2388.081787
	Iteration 3F: 3 clusters Score -189946.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -190001.390625 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -190001.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -190040.734375 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -190040.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -190065.125000 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -190065.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -190076.125000 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -190076.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -190083.640625 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -190083.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -190096.015625 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -190096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -190101.625000 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -190101.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -190105.265625 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -190105.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -190106.046875 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -190106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -190107.968750 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -190108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -190111.984375 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -190112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -190115.078125 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -190115.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -190118.625000 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -190118.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -190123.171875 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -190123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -190123.203125 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -190123.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -190123.203125 Penalty: 2388.081787
	Iteration 19F: 3 clusters Score -190123.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Entering Unmasked Estep 
Score: -315696.812500 Penalty: 1256.224854
	Iteration 0F: 2 clusters Score -315696.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -313430.000000 Penalty: 2512.449707
	Iteration 0F: 3 clusters Score -313430 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -313928.031250 Penalty: 2512.449707
	Iteration 1F: 3 clusters Score -313928 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -314088.937500 Penalty: 2512.449707
	Iteration 2F: 3 clusters Score -314088.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -314215.718750 Penalty: 2512.449707
	Iteration 3F: 3 clusters Score -314215.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -314314.000000 Penalty: 2512.449707
	Iteration 4F: 3 clusters Score -314314 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -314406.468750 Penalty: 2512.449707
	Iteration 5Q: 3 clusters Score -314406.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -314486.562500 Penalty: 2512.449707
	Iteration 6Q: 3 clusters Score -314486.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -314560.343750 Penalty: 2512.449707
	Iteration 7Q: 3 clusters Score -314560.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -314622.406250 Penalty: 2512.449707
	Iteration 8Q: 3 clusters Score -314622.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -314663.281250 Penalty: 2512.449707
	Iteration 9Q: 3 clusters Score -314663.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -314701.468750 Penalty: 2512.449707
	Iteration 10Q: 3 clusters Score -314701.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -314738.718750 Penalty: 2512.449707
	Iteration 11Q: 3 clusters Score -314738.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -314762.812500 Penalty: 2512.449707
	Iteration 12Q: 3 clusters Score -314762.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -314780.781250 Penalty: 2512.449707
	Iteration 13Q: 3 clusters Score -314780.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -314799.812500 Penalty: 2512.449707
	Iteration 14Q: 3 clusters Score -314799.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -314824.343750 Penalty: 2512.449707
	Iteration 15Q: 3 clusters Score -314824.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -314843.531250 Penalty: 2512.449707
	Iteration 16Q: 3 clusters Score -314843.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -314858.781250 Penalty: 2512.449707
	Iteration 17Q: 3 clusters Score -314858.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -314868.500000 Penalty: 2512.449707
	Iteration 18Q: 3 clusters Score -314868.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -314879.218750 Penalty: 2512.449707
	Iteration 19Q: 3 clusters Score -314879.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -314889.250000 Penalty: 2512.449707
	Iteration 20F: 3 clusters Score -314889.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -314899.281250 Penalty: 2512.449707
	Iteration 21Q: 3 clusters Score -314899.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -314910.187500 Penalty: 2512.449707
	Iteration 22Q: 3 clusters Score -314910.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -314916.468750 Penalty: 2512.449707
	Iteration 23Q: 3 clusters Score -314916.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -314920.125000 Penalty: 2512.449707
	Iteration 24Q: 3 clusters Score -314920.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -314925.093750 Penalty: 2512.449707
	Iteration 25Q: 3 clusters Score -314925.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -314932.812500 Penalty: 2512.449707
	Iteration 26Q: 3 clusters Score -314932.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -314934.937500 Penalty: 2512.449707
	Iteration 27Q: 3 clusters Score -314934.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -314935.437500 Penalty: 2512.449707
	Iteration 28Q: 3 clusters Score -314935.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -314936.187500 Penalty: 2512.449707
	Iteration 29Q: 3 clusters Score -314936.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -314937.343750 Penalty: 2512.449707
	Iteration 30Q: 3 clusters Score -314937.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -314938.687500 Penalty: 2512.449707
	Iteration 31Q: 3 clusters Score -314938.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -314939.937500 Penalty: 2512.449707
	Iteration 32Q: 3 clusters Score -314939.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -314941.968750 Penalty: 2512.449707
	Iteration 33Q: 3 clusters Score -314942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -314943.218750 Penalty: 2512.449707
	Iteration 34Q: 3 clusters Score -314943.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -314945.687500 Penalty: 2512.449707
	Iteration 35Q: 3 clusters Score -314945.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -314947.031250 Penalty: 2512.449707
	Iteration 36Q: 3 clusters Score -314947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -314947.031250 Penalty: 2512.449707
	Iteration 37F: 3 clusters Score -314947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -93972.898438 Penalty: 1087.665039
	Iteration 0F: 2 clusters Score -93972.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -92739.968750 Penalty: 2175.330078
	Iteration 0F: 3 clusters Score -92739.97 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -93131.218750 Penalty: 2175.330078
	Iteration 1F: 3 clusters Score -93131.22 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -93440.726562 Penalty: 2175.330078
	Iteration 2F: 3 clusters Score -93440.73 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -93773.570312 Penalty: 2175.330078
	Iteration 3F: 3 clusters Score -93773.57 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -94012.421875 Penalty: 2175.330078
	Iteration 4F: 3 clusters Score -94012.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -94124.937500 Penalty: 2175.330078
	Iteration 5F: 3 clusters Score -94124.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -94155.781250 Penalty: 2175.330078
	Iteration 6Q: 3 clusters Score -94155.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -94182.203125 Penalty: 2175.330078
	Iteration 7Q: 3 clusters Score -94182.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -94204.062500 Penalty: 2175.330078
	Iteration 8Q: 3 clusters Score -94204.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -94212.500000 Penalty: 2175.330078
	Iteration 9Q: 3 clusters Score -94212.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -94215.156250 Penalty: 2175.330078
	Iteration 10Q: 3 clusters Score -94215.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -94218.734375 Penalty: 2175.330078
	Iteration 11Q: 3 clusters Score -94218.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -94218.734375 Penalty: 2175.330078
	Iteration 12F: 3 clusters Score -94218.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7760 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24965 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12853 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6556 members 
Mstep: Class 37 contains 9485 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4965 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3687 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20308 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13946 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 367 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15117 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19722 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22477 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Mstep: Class 86 contains 440 members 
Entering Unmasked Estep 
Score: -85934744.000000 Penalty: 185964.312500
Splitting cluster 68 changes total score from -85935488.000000 to -85934744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (8769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Entering Unmasked Estep 
Score: -1331474.750000 Penalty: 1475.333862
	Iteration 0F: 2 clusters Score -1331475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1325131.500000 Penalty: 2950.667725
	Iteration 0F: 3 clusters Score -1325132 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1327092.375000 Penalty: 2950.667725
	Iteration 1F: 3 clusters Score -1327092 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1327356.250000 Penalty: 2950.667725
	Iteration 2F: 3 clusters Score -1327356 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1327586.250000 Penalty: 2950.667725
	Iteration 3F: 3 clusters Score -1327586 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1327788.500000 Penalty: 2950.667725
	Iteration 4Q: 3 clusters Score -1327788 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1327978.375000 Penalty: 2950.667725
	Iteration 5Q: 3 clusters Score -1327978 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1328191.000000 Penalty: 2950.667725
	Iteration 6Q: 3 clusters Score -1328191 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1328391.750000 Penalty: 2950.667725
	Iteration 7Q: 3 clusters Score -1328392 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1328556.625000 Penalty: 2950.667725
	Iteration 8Q: 3 clusters Score -1328557 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1328747.000000 Penalty: 2950.667725
	Iteration 9Q: 3 clusters Score -1328747 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1328940.750000 Penalty: 2950.667725
	Iteration 10Q: 3 clusters Score -1328941 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1329116.125000 Penalty: 2950.667725
	Iteration 11Q: 3 clusters Score -1329116 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1329284.250000 Penalty: 2950.667725
	Iteration 12Q: 3 clusters Score -1329284 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1329474.250000 Penalty: 2950.667725
	Iteration 13Q: 3 clusters Score -1329474 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1329644.500000 Penalty: 2950.667725
	Iteration 14Q: 3 clusters Score -1329644 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1329770.375000 Penalty: 2950.667725
	Iteration 15Q: 3 clusters Score -1329770 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1329870.125000 Penalty: 2950.667725
	Iteration 16Q: 3 clusters Score -1329870 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1329966.375000 Penalty: 2950.667725
	Iteration 17Q: 3 clusters Score -1329966 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1330028.875000 Penalty: 2950.667725
	Iteration 18Q: 3 clusters Score -1330029 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1330071.000000 Penalty: 2950.667725
	Iteration 19Q: 3 clusters Score -1330071 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1330102.125000 Penalty: 2950.667725
	Iteration 20F: 3 clusters Score -1330102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1330123.375000 Penalty: 2950.667725
	Iteration 21Q: 3 clusters Score -1330123 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1330146.375000 Penalty: 2950.667725
	Iteration 22Q: 3 clusters Score -1330146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1330158.375000 Penalty: 2950.667725
	Iteration 23Q: 3 clusters Score -1330158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1330174.125000 Penalty: 2950.667725
	Iteration 24Q: 3 clusters Score -1330174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1330184.625000 Penalty: 2950.667725
	Iteration 25Q: 3 clusters Score -1330185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1330194.875000 Penalty: 2950.667725
	Iteration 26Q: 3 clusters Score -1330195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1330203.250000 Penalty: 2950.667725
	Iteration 27Q: 3 clusters Score -1330203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1330213.875000 Penalty: 2950.667725
	Iteration 28Q: 3 clusters Score -1330214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1330218.000000 Penalty: 2950.667725
	Iteration 29Q: 3 clusters Score -1330218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1330227.375000 Penalty: 2950.667725
	Iteration 30Q: 3 clusters Score -1330227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1330234.625000 Penalty: 2950.667725
	Iteration 31Q: 3 clusters Score -1330235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1330236.750000 Penalty: 2950.667725
	Iteration 32Q: 3 clusters Score -1330237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1330239.500000 Penalty: 2950.667725
	Iteration 33Q: 3 clusters Score -1330240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1330239.500000 Penalty: 2950.667725
	Iteration 34F: 3 clusters Score -1330240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Entering Unmasked Estep 
Score: -114510.976562 Penalty: 1082.343384
	Iteration 0F: 2 clusters Score -114511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -113232.679688 Penalty: 2164.686768
	Iteration 0F: 3 clusters Score -113232.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -113477.906250 Penalty: 2164.686768
	Iteration 1F: 3 clusters Score -113477.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -113535.335938 Penalty: 2164.686768
	Iteration 2F: 3 clusters Score -113535.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -113558.218750 Penalty: 2164.686768
	Iteration 3Q: 3 clusters Score -113558.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -113571.984375 Penalty: 2164.686768
	Iteration 4Q: 3 clusters Score -113572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -113580.867188 Penalty: 2164.686768
	Iteration 5Q: 3 clusters Score -113580.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -113586.382812 Penalty: 2164.686768
	Iteration 6Q: 3 clusters Score -113586.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -113586.382812 Penalty: 2164.686768
	Iteration 7F: 3 clusters Score -113586.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -116703.867188 Penalty: 1114.003906
	Iteration 0F: 2 clusters Score -116703.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -115300.531250 Penalty: 2228.007812
	Iteration 0F: 3 clusters Score -115300.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -115615.648438 Penalty: 2228.007812
	Iteration 1F: 3 clusters Score -115615.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -115712.609375 Penalty: 2228.007812
	Iteration 2F: 3 clusters Score -115712.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -115759.507812 Penalty: 2228.007812
	Iteration 3Q: 3 clusters Score -115759.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -115799.757812 Penalty: 2228.007812
	Iteration 4Q: 3 clusters Score -115799.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -115832.890625 Penalty: 2228.007812
	Iteration 5Q: 3 clusters Score -115832.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -115865.195312 Penalty: 2228.007812
	Iteration 6Q: 3 clusters Score -115865.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -115891.867188 Penalty: 2228.007812
	Iteration 7Q: 3 clusters Score -115891.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -115948.601562 Penalty: 2228.007812
	Iteration 8Q: 3 clusters Score -115948.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -115992.382812 Penalty: 2228.007812
	Iteration 9Q: 3 clusters Score -115992.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -116039.531250 Penalty: 2228.007812
	Iteration 10Q: 3 clusters Score -116039.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -116077.843750 Penalty: 2228.007812
	Iteration 11Q: 3 clusters Score -116077.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -116129.242188 Penalty: 2228.007812
	Iteration 12Q: 3 clusters Score -116129.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -116193.171875 Penalty: 2228.007812
	Iteration 13Q: 3 clusters Score -116193.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -116289.476562 Penalty: 2228.007812
	Iteration 14Q: 3 clusters Score -116289.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -116367.968750 Penalty: 2228.007812
	Iteration 15Q: 3 clusters Score -116368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -116453.156250 Penalty: 2228.007812
	Iteration 16Q: 3 clusters Score -116453.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -116514.343750 Penalty: 2228.007812
	Iteration 17Q: 3 clusters Score -116514.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -116542.296875 Penalty: 2228.007812
	Iteration 18Q: 3 clusters Score -116542.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -116558.914062 Penalty: 2228.007812
	Iteration 19Q: 3 clusters Score -116558.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -116565.460938 Penalty: 2228.007812
	Iteration 20F: 3 clusters Score -116565.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116567.773438 Penalty: 2228.007812
	Iteration 21Q: 3 clusters Score -116567.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -116569.320312 Penalty: 2228.007812
	Iteration 22Q: 3 clusters Score -116569.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -116571.507812 Penalty: 2228.007812
	Iteration 23Q: 3 clusters Score -116571.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -116572.718750 Penalty: 2228.007812
	Iteration 24Q: 3 clusters Score -116572.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -116573.312500 Penalty: 2228.007812
	Iteration 25Q: 3 clusters Score -116573.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -116573.312500 Penalty: 2228.007812
	Iteration 26F: 3 clusters Score -116573.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (15117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Entering Unmasked Estep 
Score: -2302731.000000 Penalty: 1563.830933
	Iteration 0F: 2 clusters Score -2302731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2292397.000000 Penalty: 3127.661865
	Iteration 0F: 3 clusters Score -2292397 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2296184.250000 Penalty: 3127.661865
	Iteration 1F: 3 clusters Score -2296184 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2296683.750000 Penalty: 3127.661865
	Iteration 2F: 3 clusters Score -2296684 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2297295.250000 Penalty: 3127.661865
	Iteration 3F: 3 clusters Score -2297295 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2297964.500000 Penalty: 3127.661865
	Iteration 4F: 3 clusters Score -2297964 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2298699.750000 Penalty: 3127.661865
	Iteration 5F: 3 clusters Score -2298700 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2299392.750000 Penalty: 3127.661865
	Iteration 6F: 3 clusters Score -2299393 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2299963.500000 Penalty: 3127.661865
	Iteration 7Q: 3 clusters Score -2299964 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2300396.000000 Penalty: 3127.661865
	Iteration 8Q: 3 clusters Score -2300396 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2300727.250000 Penalty: 3127.661865
	Iteration 9Q: 3 clusters Score -2300727 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2300966.250000 Penalty: 3127.661865
	Iteration 10Q: 3 clusters Score -2300966 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2301110.750000 Penalty: 3127.661865
	Iteration 11Q: 3 clusters Score -2301111 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2301195.750000 Penalty: 3127.661865
	Iteration 12Q: 3 clusters Score -2301196 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2301251.750000 Penalty: 3127.661865
	Iteration 13Q: 3 clusters Score -2301252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2301284.750000 Penalty: 3127.661865
	Iteration 14Q: 3 clusters Score -2301285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2301308.750000 Penalty: 3127.661865
	Iteration 15Q: 3 clusters Score -2301309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2301324.500000 Penalty: 3127.661865
	Iteration 16Q: 3 clusters Score -2301324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2301336.500000 Penalty: 3127.661865
	Iteration 17Q: 3 clusters Score -2301336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2301345.000000 Penalty: 3127.661865
	Iteration 18Q: 3 clusters Score -2301345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2301350.000000 Penalty: 3127.661865
	Iteration 19Q: 3 clusters Score -2301350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2301355.750000 Penalty: 3127.661865
	Iteration 20F: 3 clusters Score -2301356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2301360.500000 Penalty: 3127.661865
	Iteration 21Q: 3 clusters Score -2301360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2301362.250000 Penalty: 3127.661865
	Iteration 22Q: 3 clusters Score -2301362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2301366.250000 Penalty: 3127.661865
	Iteration 23Q: 3 clusters Score -2301366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2301374.000000 Penalty: 3127.661865
	Iteration 24Q: 3 clusters Score -2301374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2301376.750000 Penalty: 3127.661865
	Iteration 25Q: 3 clusters Score -2301377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2301384.000000 Penalty: 3127.661865
	Iteration 26Q: 3 clusters Score -2301384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2301385.750000 Penalty: 3127.661865
	Iteration 27Q: 3 clusters Score -2301386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2301391.250000 Penalty: 3127.661865
	Iteration 28Q: 3 clusters Score -2301391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2301390.750000 Penalty: 3127.661865
	Iteration 29Q: 3 clusters Score -2301391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2301389.750000 Penalty: 3127.661865
	Iteration 30Q: 3 clusters Score -2301390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2301392.500000 Penalty: 3127.661865
	Iteration 31Q: 3 clusters Score -2301392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2301392.500000 Penalty: 3127.661865
	Iteration 32Q: 3 clusters Score -2301392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2301392.500000 Penalty: 3127.661865
	Iteration 33F: 3 clusters Score -2301392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -455526.281250 Penalty: 1318.041992
	Iteration 0F: 2 clusters Score -455526.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -452581.906250 Penalty: 2636.083984
	Iteration 0F: 3 clusters Score -452581.9 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -453314.812500 Penalty: 2636.083984
	Iteration 1F: 3 clusters Score -453314.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -453453.406250 Penalty: 2636.083984
	Iteration 2F: 3 clusters Score -453453.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -453558.000000 Penalty: 2636.083984
	Iteration 3F: 3 clusters Score -453558 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -453658.187500 Penalty: 2636.083984
	Iteration 4F: 3 clusters Score -453658.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -453735.062500 Penalty: 2636.083984
	Iteration 5Q: 3 clusters Score -453735.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -453792.437500 Penalty: 2636.083984
	Iteration 6Q: 3 clusters Score -453792.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -453837.687500 Penalty: 2636.083984
	Iteration 7Q: 3 clusters Score -453837.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -453873.062500 Penalty: 2636.083984
	Iteration 8Q: 3 clusters Score -453873.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -453903.375000 Penalty: 2636.083984
	Iteration 9Q: 3 clusters Score -453903.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -453925.687500 Penalty: 2636.083984
	Iteration 10Q: 3 clusters Score -453925.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -453942.781250 Penalty: 2636.083984
	Iteration 11Q: 3 clusters Score -453942.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -453960.531250 Penalty: 2636.083984
	Iteration 12Q: 3 clusters Score -453960.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -453987.031250 Penalty: 2636.083984
	Iteration 13Q: 3 clusters Score -453987 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -454011.687500 Penalty: 2636.083984
	Iteration 14Q: 3 clusters Score -454011.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -454033.937500 Penalty: 2636.083984
	Iteration 15Q: 3 clusters Score -454033.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -454056.343750 Penalty: 2636.083984
	Iteration 16Q: 3 clusters Score -454056.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -454083.812500 Penalty: 2636.083984
	Iteration 17Q: 3 clusters Score -454083.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -454109.656250 Penalty: 2636.083984
	Iteration 18Q: 3 clusters Score -454109.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -454134.312500 Penalty: 2636.083984
	Iteration 19Q: 3 clusters Score -454134.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -454156.375000 Penalty: 2636.083984
	Iteration 20F: 3 clusters Score -454156.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -454178.406250 Penalty: 2636.083984
	Iteration 21Q: 3 clusters Score -454178.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -454202.343750 Penalty: 2636.083984
	Iteration 22Q: 3 clusters Score -454202.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -454223.937500 Penalty: 2636.083984
	Iteration 23Q: 3 clusters Score -454223.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -454243.093750 Penalty: 2636.083984
	Iteration 24Q: 3 clusters Score -454243.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -454263.687500 Penalty: 2636.083984
	Iteration 25Q: 3 clusters Score -454263.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -454283.343750 Penalty: 2636.083984
	Iteration 26Q: 3 clusters Score -454283.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -454313.062500 Penalty: 2636.083984
	Iteration 27Q: 3 clusters Score -454313.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -454339.125000 Penalty: 2636.083984
	Iteration 28Q: 3 clusters Score -454339.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -454363.656250 Penalty: 2636.083984
	Iteration 29Q: 3 clusters Score -454363.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -454394.281250 Penalty: 2636.083984
	Iteration 30Q: 3 clusters Score -454394.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -454413.125000 Penalty: 2636.083984
	Iteration 31Q: 3 clusters Score -454413.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -454427.000000 Penalty: 2636.083984
	Iteration 32Q: 3 clusters Score -454427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -454437.312500 Penalty: 2636.083984
	Iteration 33Q: 3 clusters Score -454437.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -454446.062500 Penalty: 2636.083984
	Iteration 34Q: 3 clusters Score -454446.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -454454.562500 Penalty: 2636.083984
	Iteration 35Q: 3 clusters Score -454454.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -454466.781250 Penalty: 2636.083984
	Iteration 36Q: 3 clusters Score -454466.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -454478.000000 Penalty: 2636.083984
	Iteration 37Q: 3 clusters Score -454478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -454486.156250 Penalty: 2636.083984
	Iteration 38Q: 3 clusters Score -454486.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -454493.156250 Penalty: 2636.083984
	Iteration 39Q: 3 clusters Score -454493.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -454504.218750 Penalty: 2636.083984
	Iteration 40F: 3 clusters Score -454504.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -454515.187500 Penalty: 2636.083984
	Iteration 41Q: 3 clusters Score -454515.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -454527.406250 Penalty: 2636.083984
	Iteration 42Q: 3 clusters Score -454527.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -454541.375000 Penalty: 2636.083984
	Iteration 43Q: 3 clusters Score -454541.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -454555.062500 Penalty: 2636.083984
	Iteration 44Q: 3 clusters Score -454555.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -454567.656250 Penalty: 2636.083984
	Iteration 45Q: 3 clusters Score -454567.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -454581.812500 Penalty: 2636.083984
	Iteration 46Q: 3 clusters Score -454581.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -454592.812500 Penalty: 2636.083984
	Iteration 47Q: 3 clusters Score -454592.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -454606.250000 Penalty: 2636.083984
	Iteration 48Q: 3 clusters Score -454606.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -454618.437500 Penalty: 2636.083984
	Iteration 49Q: 3 clusters Score -454618.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -454629.187500 Penalty: 2636.083984
	Iteration 50Q: 3 clusters Score -454629.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -454641.531250 Penalty: 2636.083984
	Iteration 51Q: 3 clusters Score -454641.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -454658.125000 Penalty: 2636.083984
	Iteration 52Q: 3 clusters Score -454658.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -454675.312500 Penalty: 2636.083984
	Iteration 53Q: 3 clusters Score -454675.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -454691.062500 Penalty: 2636.083984
	Iteration 54Q: 3 clusters Score -454691.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -454703.187500 Penalty: 2636.083984
	Iteration 55Q: 3 clusters Score -454703.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -454713.156250 Penalty: 2636.083984
	Iteration 56Q: 3 clusters Score -454713.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -454720.781250 Penalty: 2636.083984
	Iteration 57Q: 3 clusters Score -454720.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -454728.906250 Penalty: 2636.083984
	Iteration 58Q: 3 clusters Score -454728.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -454734.250000 Penalty: 2636.083984
	Iteration 59Q: 3 clusters Score -454734.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -454740.468750 Penalty: 2636.083984
	Iteration 60F: 3 clusters Score -454740.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -454746.562500 Penalty: 2636.083984
	Iteration 61Q: 3 clusters Score -454746.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -454754.375000 Penalty: 2636.083984
	Iteration 62Q: 3 clusters Score -454754.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -454758.812500 Penalty: 2636.083984
	Iteration 63Q: 3 clusters Score -454758.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -454762.531250 Penalty: 2636.083984
	Iteration 64Q: 3 clusters Score -454762.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -454765.656250 Penalty: 2636.083984
	Iteration 65Q: 3 clusters Score -454765.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -454766.875000 Penalty: 2636.083984
	Iteration 66Q: 3 clusters Score -454766.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -454767.031250 Penalty: 2636.083984
	Iteration 67Q: 3 clusters Score -454767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -454767.031250 Penalty: 2636.083984
	Iteration 68F: 3 clusters Score -454767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (19722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Entering Unmasked Estep 
Score: -2779942.750000 Penalty: 1607.042114
	Iteration 0F: 2 clusters Score -2779943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2766804.500000 Penalty: 3214.084229
	Iteration 0F: 3 clusters Score -2766804 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2771923.250000 Penalty: 3214.084229
	Iteration 1F: 3 clusters Score -2771923 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2772537.500000 Penalty: 3214.084229
	Iteration 2F: 3 clusters Score -2772538 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2773189.500000 Penalty: 3214.084229
	Iteration 3F: 3 clusters Score -2773190 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2773842.500000 Penalty: 3214.084229
	Iteration 4F: 3 clusters Score -2773842 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2774446.000000 Penalty: 3214.084229
	Iteration 5F: 3 clusters Score -2774446 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2775085.750000 Penalty: 3214.084229
	Iteration 6F: 3 clusters Score -2775086 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2775726.250000 Penalty: 3214.084229
	Iteration 7F: 3 clusters Score -2775726 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2776470.250000 Penalty: 3214.084229
	Iteration 8F: 3 clusters Score -2776470 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2777274.000000 Penalty: 3214.084229
	Iteration 9F: 3 clusters Score -2777274 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2778023.000000 Penalty: 3214.084229
	Iteration 10Q: 3 clusters Score -2778023 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2778654.500000 Penalty: 3214.084229
	Iteration 11Q: 3 clusters Score -2778654 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2779140.250000 Penalty: 3214.084229
	Iteration 12Q: 3 clusters Score -2779140 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2779462.500000 Penalty: 3214.084229
	Iteration 13Q: 3 clusters Score -2779462 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2779712.500000 Penalty: 3214.084229
	Iteration 14Q: 3 clusters Score -2779712 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2779881.500000 Penalty: 3214.084229
	Iteration 15Q: 3 clusters Score -2779882 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2779961.500000 Penalty: 3214.084229
	Iteration 16Q: 3 clusters Score -2779962 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2780006.500000 Penalty: 3214.084229
	Iteration 17Q: 3 clusters Score -2780006 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2780042.000000 Penalty: 3214.084229
	Iteration 18Q: 3 clusters Score -2780042 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2780072.750000 Penalty: 3214.084229
	Iteration 19Q: 3 clusters Score -2780073 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2780096.750000 Penalty: 3214.084229
	Iteration 20F: 3 clusters Score -2780097 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2780119.250000 Penalty: 3214.084229
	Iteration 21Q: 3 clusters Score -2780119 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2780116.750000 Penalty: 3214.084229
	Iteration 22Q: 3 clusters Score -2780117 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2780127.500000 Penalty: 3214.084229
	Iteration 23Q: 3 clusters Score -2780128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2780129.750000 Penalty: 3214.084229
	Iteration 24Q: 3 clusters Score -2780130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2780142.000000 Penalty: 3214.084229
	Iteration 25Q: 3 clusters Score -2780142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2780143.000000 Penalty: 3214.084229
	Iteration 26Q: 3 clusters Score -2780143 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2780148.250000 Penalty: 3214.084229
	Iteration 27Q: 3 clusters Score -2780148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2780150.250000 Penalty: 3214.084229
	Iteration 28Q: 3 clusters Score -2780150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2780154.000000 Penalty: 3214.084229
	Iteration 29Q: 3 clusters Score -2780154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2780151.250000 Penalty: 3214.084229
	Iteration 30Q: 3 clusters Score -2780151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2780153.500000 Penalty: 3214.084229
	Iteration 31Q: 3 clusters Score -2780154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2780152.000000 Penalty: 3214.084229
	Iteration 32Q: 3 clusters Score -2780152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2780149.500000 Penalty: 3214.084229
	Iteration 33Q: 3 clusters Score -2780150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2780151.250000 Penalty: 3214.084229
	Iteration 34Q: 3 clusters Score -2780151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2780147.250000 Penalty: 3214.084229
	Iteration 35Q: 3 clusters Score -2780147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2780155.250000 Penalty: 3214.084229
	Iteration 36Q: 3 clusters Score -2780155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2780154.500000 Penalty: 3214.084229
	Iteration 37Q: 3 clusters Score -2780154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2780159.000000 Penalty: 3214.084229
	Iteration 38Q: 3 clusters Score -2780159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2780156.750000 Penalty: 3214.084229
	Iteration 39Q: 3 clusters Score -2780157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2780159.250000 Penalty: 3214.084229
	Iteration 40F: 3 clusters Score -2780159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2780160.000000 Penalty: 3214.084229
	Iteration 41Q: 3 clusters Score -2780160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2780162.500000 Penalty: 3214.084229
	Iteration 42Q: 3 clusters Score -2780162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2780163.250000 Penalty: 3214.084229
	Iteration 43Q: 3 clusters Score -2780163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2780163.500000 Penalty: 3214.084229
	Iteration 44Q: 3 clusters Score -2780164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2780162.000000 Penalty: 3214.084229
	Iteration 45Q: 3 clusters Score -2780162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2780167.500000 Penalty: 3214.084229
	Iteration 46Q: 3 clusters Score -2780168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2780174.250000 Penalty: 3214.084229
	Iteration 47Q: 3 clusters Score -2780174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2780172.000000 Penalty: 3214.084229
	Iteration 48Q: 3 clusters Score -2780172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2780179.000000 Penalty: 3214.084229
	Iteration 49Q: 3 clusters Score -2780179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2780181.750000 Penalty: 3214.084229
	Iteration 50Q: 3 clusters Score -2780182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2780184.750000 Penalty: 3214.084229
	Iteration 51Q: 3 clusters Score -2780185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2780186.750000 Penalty: 3214.084229
	Iteration 52Q: 3 clusters Score -2780187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2780183.000000 Penalty: 3214.084229
	Iteration 53Q: 3 clusters Score -2780183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2780185.000000 Penalty: 3214.084229
	Iteration 54Q: 3 clusters Score -2780185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2780180.750000 Penalty: 3214.084229
	Iteration 55Q: 3 clusters Score -2780181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2780176.250000 Penalty: 3214.084229
	Iteration 56Q: 3 clusters Score -2780176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2780177.500000 Penalty: 3214.084229
	Iteration 57Q: 3 clusters Score -2780178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2780187.000000 Penalty: 3214.084229
	Iteration 58Q: 3 clusters Score -2780187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2780189.500000 Penalty: 3214.084229
	Iteration 59Q: 3 clusters Score -2780190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2780185.750000 Penalty: 3214.084229
	Iteration 60F: 3 clusters Score -2780186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2780185.750000 Penalty: 3214.084229
	Iteration 61Q: 3 clusters Score -2780186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2780186.250000 Penalty: 3214.084229
	Iteration 62Q: 3 clusters Score -2780186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2780185.250000 Penalty: 3214.084229
	Iteration 63Q: 3 clusters Score -2780185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2780179.250000 Penalty: 3214.084229
	Iteration 64Q: 3 clusters Score -2780179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2780181.750000 Penalty: 3214.084229
	Iteration 65Q: 3 clusters Score -2780182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2780182.000000 Penalty: 3214.084229
	Iteration 66Q: 3 clusters Score -2780182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2780183.500000 Penalty: 3214.084229
	Iteration 67Q: 3 clusters Score -2780184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2780189.750000 Penalty: 3214.084229
	Iteration 68Q: 3 clusters Score -2780190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2780188.500000 Penalty: 3214.084229
	Iteration 69Q: 3 clusters Score -2780188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2780189.250000 Penalty: 3214.084229
	Iteration 70Q: 3 clusters Score -2780189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2780189.750000 Penalty: 3214.084229
	Iteration 71Q: 3 clusters Score -2780190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2780196.000000 Penalty: 3214.084229
	Iteration 72Q: 3 clusters Score -2780196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2780192.250000 Penalty: 3214.084229
	Iteration 73Q: 3 clusters Score -2780192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2780189.750000 Penalty: 3214.084229
	Iteration 74Q: 3 clusters Score -2780190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2780192.750000 Penalty: 3214.084229
	Iteration 75Q: 3 clusters Score -2780193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2780199.250000 Penalty: 3214.084229
	Iteration 76Q: 3 clusters Score -2780199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2780195.750000 Penalty: 3214.084229
	Iteration 77Q: 3 clusters Score -2780196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2780195.750000 Penalty: 3214.084229
	Iteration 78Q: 3 clusters Score -2780196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2780198.750000 Penalty: 3214.084229
	Iteration 79Q: 3 clusters Score -2780199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2780200.250000 Penalty: 3214.084229
	Iteration 80F: 3 clusters Score -2780200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7760 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24965 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12853 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6556 members 
Mstep: Class 37 contains 9485 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4965 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3687 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20308 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13946 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15117 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 5735 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22477 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Mstep: Class 86 contains 13987 members 
Entering Unmasked Estep 
Score: -85935200.000000 Penalty: 185964.312500
Splitting cluster 74 changes total score from -85935488.000000 to -85935200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -148892.015625 Penalty: 1148.162109
	Iteration 0F: 2 clusters Score -148892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -147359.671875 Penalty: 2296.324219
	Iteration 0F: 3 clusters Score -147359.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -147754.453125 Penalty: 2296.324219
	Iteration 1F: 3 clusters Score -147754.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -147933.390625 Penalty: 2296.324219
	Iteration 2F: 3 clusters Score -147933.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -148068.968750 Penalty: 2296.324219
	Iteration 3F: 3 clusters Score -148069 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -148183.640625 Penalty: 2296.324219
	Iteration 4F: 3 clusters Score -148183.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -148282.765625 Penalty: 2296.324219
	Iteration 5F: 3 clusters Score -148282.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -148360.562500 Penalty: 2296.324219
	Iteration 6Q: 3 clusters Score -148360.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -148420.562500 Penalty: 2296.324219
	Iteration 7Q: 3 clusters Score -148420.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -148460.640625 Penalty: 2296.324219
	Iteration 8Q: 3 clusters Score -148460.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -148515.562500 Penalty: 2296.324219
	Iteration 9Q: 3 clusters Score -148515.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -148568.265625 Penalty: 2296.324219
	Iteration 10Q: 3 clusters Score -148568.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -148607.843750 Penalty: 2296.324219
	Iteration 11Q: 3 clusters Score -148607.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -148639.203125 Penalty: 2296.324219
	Iteration 12Q: 3 clusters Score -148639.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -148687.984375 Penalty: 2296.324219
	Iteration 13Q: 3 clusters Score -148688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -148723.468750 Penalty: 2296.324219
	Iteration 14Q: 3 clusters Score -148723.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -148735.109375 Penalty: 2296.324219
	Iteration 15Q: 3 clusters Score -148735.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -148743.828125 Penalty: 2296.324219
	Iteration 16Q: 3 clusters Score -148743.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -148759.796875 Penalty: 2296.324219
	Iteration 17Q: 3 clusters Score -148759.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -148780.359375 Penalty: 2296.324219
	Iteration 18Q: 3 clusters Score -148780.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -148801.515625 Penalty: 2296.324219
	Iteration 19Q: 3 clusters Score -148801.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -148825.125000 Penalty: 2296.324219
	Iteration 20F: 3 clusters Score -148825.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -148849.515625 Penalty: 2296.324219
	Iteration 21Q: 3 clusters Score -148849.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -148878.859375 Penalty: 2296.324219
	Iteration 22Q: 3 clusters Score -148878.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -148903.546875 Penalty: 2296.324219
	Iteration 23Q: 3 clusters Score -148903.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -148920.328125 Penalty: 2296.324219
	Iteration 24Q: 3 clusters Score -148920.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -148930.453125 Penalty: 2296.324219
	Iteration 25Q: 3 clusters Score -148930.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -148933.046875 Penalty: 2296.324219
	Iteration 26Q: 3 clusters Score -148933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -148933.046875 Penalty: 2296.324219
	Iteration 27F: 3 clusters Score -148933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7760 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24965 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12853 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6556 members 
Mstep: Class 37 contains 9485 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4965 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3687 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20308 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13946 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15117 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19722 members 
Mstep: Class 75 contains 698 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22477 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Mstep: Class 86 contains 473 members 
Entering Unmasked Estep 
Score: -85934488.000000 Penalty: 185964.312500
Splitting cluster 75 changes total score from -85935488.000000 to -85934488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (16373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Entering Unmasked Estep 
Score: -2512615.250000 Penalty: 1576.800781
	Iteration 0F: 2 clusters Score -2512615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2501713.250000 Penalty: 3153.601562
	Iteration 0F: 3 clusters Score -2501713 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2505766.000000 Penalty: 3153.601562
	Iteration 1F: 3 clusters Score -2505766 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2506045.750000 Penalty: 3153.601562
	Iteration 2F: 3 clusters Score -2506046 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2506326.250000 Penalty: 3153.601562
	Iteration 3Q: 3 clusters Score -2506326 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2506612.500000 Penalty: 3153.601562
	Iteration 4Q: 3 clusters Score -2506612 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2506928.500000 Penalty: 3153.601562
	Iteration 5Q: 3 clusters Score -2506928 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2507248.250000 Penalty: 3153.601562
	Iteration 6Q: 3 clusters Score -2507248 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2507563.500000 Penalty: 3153.601562
	Iteration 7Q: 3 clusters Score -2507564 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2507914.000000 Penalty: 3153.601562
	Iteration 8Q: 3 clusters Score -2507914 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2508296.250000 Penalty: 3153.601562
	Iteration 9Q: 3 clusters Score -2508296 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2508715.250000 Penalty: 3153.601562
	Iteration 10Q: 3 clusters Score -2508715 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2509124.250000 Penalty: 3153.601562
	Iteration 11Q: 3 clusters Score -2509124 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2509500.000000 Penalty: 3153.601562
	Iteration 12Q: 3 clusters Score -2509500 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2509821.000000 Penalty: 3153.601562
	Iteration 13Q: 3 clusters Score -2509821 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2510049.500000 Penalty: 3153.601562
	Iteration 14Q: 3 clusters Score -2510050 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2510224.500000 Penalty: 3153.601562
	Iteration 15Q: 3 clusters Score -2510224 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2510369.000000 Penalty: 3153.601562
	Iteration 16Q: 3 clusters Score -2510369 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2510528.750000 Penalty: 3153.601562
	Iteration 17Q: 3 clusters Score -2510529 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2510646.500000 Penalty: 3153.601562
	Iteration 18Q: 3 clusters Score -2510646 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2510730.500000 Penalty: 3153.601562
	Iteration 19Q: 3 clusters Score -2510730 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2510832.250000 Penalty: 3153.601562
	Iteration 20F: 3 clusters Score -2510832 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2510912.250000 Penalty: 3153.601562
	Iteration 21Q: 3 clusters Score -2510912 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2510976.000000 Penalty: 3153.601562
	Iteration 22Q: 3 clusters Score -2510976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2511021.750000 Penalty: 3153.601562
	Iteration 23Q: 3 clusters Score -2511022 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2511059.000000 Penalty: 3153.601562
	Iteration 24Q: 3 clusters Score -2511059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2511091.500000 Penalty: 3153.601562
	Iteration 25Q: 3 clusters Score -2511092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2511113.000000 Penalty: 3153.601562
	Iteration 26Q: 3 clusters Score -2511113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2511129.250000 Penalty: 3153.601562
	Iteration 27Q: 3 clusters Score -2511129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2511148.250000 Penalty: 3153.601562
	Iteration 28Q: 3 clusters Score -2511148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2511159.500000 Penalty: 3153.601562
	Iteration 29Q: 3 clusters Score -2511160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2511170.000000 Penalty: 3153.601562
	Iteration 30Q: 3 clusters Score -2511170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2511180.000000 Penalty: 3153.601562
	Iteration 31Q: 3 clusters Score -2511180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2511189.750000 Penalty: 3153.601562
	Iteration 32Q: 3 clusters Score -2511190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2511205.000000 Penalty: 3153.601562
	Iteration 33Q: 3 clusters Score -2511205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2511208.500000 Penalty: 3153.601562
	Iteration 34Q: 3 clusters Score -2511208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2511212.000000 Penalty: 3153.601562
	Iteration 35Q: 3 clusters Score -2511212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2511214.000000 Penalty: 3153.601562
	Iteration 36Q: 3 clusters Score -2511214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2511214.750000 Penalty: 3153.601562
	Iteration 37Q: 3 clusters Score -2511215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2511215.750000 Penalty: 3153.601562
	Iteration 38Q: 3 clusters Score -2511216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2511220.750000 Penalty: 3153.601562
	Iteration 39Q: 3 clusters Score -2511221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2511223.500000 Penalty: 3153.601562
	Iteration 40F: 3 clusters Score -2511224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2511227.500000 Penalty: 3153.601562
	Iteration 41Q: 3 clusters Score -2511228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2511231.000000 Penalty: 3153.601562
	Iteration 42Q: 3 clusters Score -2511231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2511233.000000 Penalty: 3153.601562
	Iteration 43Q: 3 clusters Score -2511233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2511234.250000 Penalty: 3153.601562
	Iteration 44Q: 3 clusters Score -2511234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2511234.250000 Penalty: 3153.601562
	Iteration 45F: 3 clusters Score -2511234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (12015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Entering Unmasked Estep 
Score: -1846468.375000 Penalty: 1526.510620
	Iteration 0F: 2 clusters Score -1846468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1838102.500000 Penalty: 3053.021240
	Iteration 0F: 3 clusters Score -1838102 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1840873.750000 Penalty: 3053.021240
	Iteration 1F: 3 clusters Score -1840874 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1841117.875000 Penalty: 3053.021240
	Iteration 2F: 3 clusters Score -1841118 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1841310.375000 Penalty: 3053.021240
	Iteration 3Q: 3 clusters Score -1841310 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1841480.125000 Penalty: 3053.021240
	Iteration 4Q: 3 clusters Score -1841480 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1841626.500000 Penalty: 3053.021240
	Iteration 5Q: 3 clusters Score -1841626 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1841768.000000 Penalty: 3053.021240
	Iteration 6Q: 3 clusters Score -1841768 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1841893.875000 Penalty: 3053.021240
	Iteration 7Q: 3 clusters Score -1841894 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1841998.000000 Penalty: 3053.021240
	Iteration 8Q: 3 clusters Score -1841998 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1842098.375000 Penalty: 3053.021240
	Iteration 9Q: 3 clusters Score -1842098 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1842223.375000 Penalty: 3053.021240
	Iteration 10Q: 3 clusters Score -1842223 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1842365.500000 Penalty: 3053.021240
	Iteration 11Q: 3 clusters Score -1842366 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1842514.250000 Penalty: 3053.021240
	Iteration 12Q: 3 clusters Score -1842514 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1842687.875000 Penalty: 3053.021240
	Iteration 13Q: 3 clusters Score -1842688 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1842857.375000 Penalty: 3053.021240
	Iteration 14Q: 3 clusters Score -1842857 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1843065.875000 Penalty: 3053.021240
	Iteration 15Q: 3 clusters Score -1843066 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1843290.125000 Penalty: 3053.021240
	Iteration 16Q: 3 clusters Score -1843290 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1843514.125000 Penalty: 3053.021240
	Iteration 17Q: 3 clusters Score -1843514 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1843767.875000 Penalty: 3053.021240
	Iteration 18Q: 3 clusters Score -1843768 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1844005.250000 Penalty: 3053.021240
	Iteration 19Q: 3 clusters Score -1844005 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1844210.500000 Penalty: 3053.021240
	Iteration 20F: 3 clusters Score -1844210 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1844386.000000 Penalty: 3053.021240
	Iteration 21Q: 3 clusters Score -1844386 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1844532.625000 Penalty: 3053.021240
	Iteration 22Q: 3 clusters Score -1844533 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1844646.625000 Penalty: 3053.021240
	Iteration 23Q: 3 clusters Score -1844647 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1844753.250000 Penalty: 3053.021240
	Iteration 24Q: 3 clusters Score -1844753 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1844848.375000 Penalty: 3053.021240
	Iteration 25Q: 3 clusters Score -1844848 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1844917.625000 Penalty: 3053.021240
	Iteration 26Q: 3 clusters Score -1844918 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1844951.625000 Penalty: 3053.021240
	Iteration 27Q: 3 clusters Score -1844952 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1844998.625000 Penalty: 3053.021240
	Iteration 28Q: 3 clusters Score -1844999 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1845051.250000 Penalty: 3053.021240
	Iteration 29Q: 3 clusters Score -1845051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1845080.000000 Penalty: 3053.021240
	Iteration 30Q: 3 clusters Score -1845080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1845101.375000 Penalty: 3053.021240
	Iteration 31Q: 3 clusters Score -1845101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1845112.125000 Penalty: 3053.021240
	Iteration 32Q: 3 clusters Score -1845112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1845114.125000 Penalty: 3053.021240
	Iteration 33Q: 3 clusters Score -1845114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1845118.250000 Penalty: 3053.021240
	Iteration 34Q: 3 clusters Score -1845118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1845120.875000 Penalty: 3053.021240
	Iteration 35Q: 3 clusters Score -1845121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1845122.500000 Penalty: 3053.021240
	Iteration 36Q: 3 clusters Score -1845122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1845123.375000 Penalty: 3053.021240
	Iteration 37Q: 3 clusters Score -1845123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1845124.125000 Penalty: 3053.021240
	Iteration 38Q: 3 clusters Score -1845124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1845124.125000 Penalty: 3053.021240
	Iteration 39F: 3 clusters Score -1845124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (3780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Entering Unmasked Estep 
Score: -548783.250000 Penalty: 1338.590332
	Iteration 0F: 2 clusters Score -548783.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -545591.000000 Penalty: 2677.180664
	Iteration 0F: 3 clusters Score -545591 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -546442.750000 Penalty: 2677.180664
	Iteration 1F: 3 clusters Score -546442.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -546599.687500 Penalty: 2677.180664
	Iteration 2F: 3 clusters Score -546599.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -546703.875000 Penalty: 2677.180664
	Iteration 3F: 3 clusters Score -546703.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -546771.937500 Penalty: 2677.180664
	Iteration 4Q: 3 clusters Score -546771.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -546816.750000 Penalty: 2677.180664
	Iteration 5Q: 3 clusters Score -546816.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -546863.812500 Penalty: 2677.180664
	Iteration 6Q: 3 clusters Score -546863.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -546903.687500 Penalty: 2677.180664
	Iteration 7Q: 3 clusters Score -546903.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -546940.500000 Penalty: 2677.180664
	Iteration 8Q: 3 clusters Score -546940.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -546975.562500 Penalty: 2677.180664
	Iteration 9Q: 3 clusters Score -546975.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -547004.750000 Penalty: 2677.180664
	Iteration 10Q: 3 clusters Score -547004.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -547035.250000 Penalty: 2677.180664
	Iteration 11Q: 3 clusters Score -547035.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -547063.062500 Penalty: 2677.180664
	Iteration 12Q: 3 clusters Score -547063.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -547088.375000 Penalty: 2677.180664
	Iteration 13Q: 3 clusters Score -547088.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -547111.250000 Penalty: 2677.180664
	Iteration 14Q: 3 clusters Score -547111.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -547129.750000 Penalty: 2677.180664
	Iteration 15Q: 3 clusters Score -547129.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -547154.000000 Penalty: 2677.180664
	Iteration 16Q: 3 clusters Score -547154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -547178.062500 Penalty: 2677.180664
	Iteration 17Q: 3 clusters Score -547178.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -547200.250000 Penalty: 2677.180664
	Iteration 18Q: 3 clusters Score -547200.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -547216.875000 Penalty: 2677.180664
	Iteration 19Q: 3 clusters Score -547216.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -547233.375000 Penalty: 2677.180664
	Iteration 20F: 3 clusters Score -547233.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -547249.812500 Penalty: 2677.180664
	Iteration 21Q: 3 clusters Score -547249.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -547264.250000 Penalty: 2677.180664
	Iteration 22Q: 3 clusters Score -547264.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -547277.062500 Penalty: 2677.180664
	Iteration 23Q: 3 clusters Score -547277.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -547287.125000 Penalty: 2677.180664
	Iteration 24Q: 3 clusters Score -547287.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -547300.250000 Penalty: 2677.180664
	Iteration 25Q: 3 clusters Score -547300.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -547309.750000 Penalty: 2677.180664
	Iteration 26Q: 3 clusters Score -547309.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -547316.500000 Penalty: 2677.180664
	Iteration 27Q: 3 clusters Score -547316.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -547320.687500 Penalty: 2677.180664
	Iteration 28Q: 3 clusters Score -547320.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -547324.062500 Penalty: 2677.180664
	Iteration 29Q: 3 clusters Score -547324.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -547328.437500 Penalty: 2677.180664
	Iteration 30Q: 3 clusters Score -547328.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -547331.875000 Penalty: 2677.180664
	Iteration 31Q: 3 clusters Score -547331.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -547337.187500 Penalty: 2677.180664
	Iteration 32Q: 3 clusters Score -547337.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -547341.687500 Penalty: 2677.180664
	Iteration 33Q: 3 clusters Score -547341.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -547346.812500 Penalty: 2677.180664
	Iteration 34Q: 3 clusters Score -547346.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -547357.062500 Penalty: 2677.180664
	Iteration 35Q: 3 clusters Score -547357.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -547371.375000 Penalty: 2677.180664
	Iteration 36Q: 3 clusters Score -547371.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -547385.125000 Penalty: 2677.180664
	Iteration 37Q: 3 clusters Score -547385.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -547397.312500 Penalty: 2677.180664
	Iteration 38Q: 3 clusters Score -547397.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -547408.437500 Penalty: 2677.180664
	Iteration 39Q: 3 clusters Score -547408.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -547420.625000 Penalty: 2677.180664
	Iteration 40F: 3 clusters Score -547420.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -547432.125000 Penalty: 2677.180664
	Iteration 41Q: 3 clusters Score -547432.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -547439.500000 Penalty: 2677.180664
	Iteration 42Q: 3 clusters Score -547439.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -547452.125000 Penalty: 2677.180664
	Iteration 43Q: 3 clusters Score -547452.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -547467.187500 Penalty: 2677.180664
	Iteration 44Q: 3 clusters Score -547467.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -547483.250000 Penalty: 2677.180664
	Iteration 45Q: 3 clusters Score -547483.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -547505.687500 Penalty: 2677.180664
	Iteration 46Q: 3 clusters Score -547505.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -547533.937500 Penalty: 2677.180664
	Iteration 47Q: 3 clusters Score -547533.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -547560.125000 Penalty: 2677.180664
	Iteration 48Q: 3 clusters Score -547560.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -547576.875000 Penalty: 2677.180664
	Iteration 49Q: 3 clusters Score -547576.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -547591.062500 Penalty: 2677.180664
	Iteration 50Q: 3 clusters Score -547591.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -547609.125000 Penalty: 2677.180664
	Iteration 51Q: 3 clusters Score -547609.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -547622.250000 Penalty: 2677.180664
	Iteration 52Q: 3 clusters Score -547622.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -547639.062500 Penalty: 2677.180664
	Iteration 53Q: 3 clusters Score -547639.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -547655.812500 Penalty: 2677.180664
	Iteration 54Q: 3 clusters Score -547655.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -547671.312500 Penalty: 2677.180664
	Iteration 55Q: 3 clusters Score -547671.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -547680.625000 Penalty: 2677.180664
	Iteration 56Q: 3 clusters Score -547680.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -547686.250000 Penalty: 2677.180664
	Iteration 57Q: 3 clusters Score -547686.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -547691.375000 Penalty: 2677.180664
	Iteration 58Q: 3 clusters Score -547691.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -547696.125000 Penalty: 2677.180664
	Iteration 59Q: 3 clusters Score -547696.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -547702.687500 Penalty: 2677.180664
	Iteration 60F: 3 clusters Score -547702.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -547704.937500 Penalty: 2677.180664
	Iteration 61Q: 3 clusters Score -547704.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -547708.750000 Penalty: 2677.180664
	Iteration 62Q: 3 clusters Score -547708.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -547714.062500 Penalty: 2677.180664
	Iteration 63Q: 3 clusters Score -547714.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -547717.687500 Penalty: 2677.180664
	Iteration 64Q: 3 clusters Score -547717.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -547723.062500 Penalty: 2677.180664
	Iteration 65Q: 3 clusters Score -547723.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -547725.437500 Penalty: 2677.180664
	Iteration 66Q: 3 clusters Score -547725.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -547727.625000 Penalty: 2677.180664
	Iteration 67Q: 3 clusters Score -547727.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -547728.375000 Penalty: 2677.180664
	Iteration 68Q: 3 clusters Score -547728.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -547729.187500 Penalty: 2677.180664
	Iteration 69Q: 3 clusters Score -547729.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -547729.187500 Penalty: 2677.180664
	Iteration 70F: 3 clusters Score -547729.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -147089.312500 Penalty: 1122.184937
	Iteration 0F: 2 clusters Score -147089.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -145612.531250 Penalty: 2244.369873
	Iteration 0F: 3 clusters Score -145612.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -145869.843750 Penalty: 2244.369873
	Iteration 1F: 3 clusters Score -145869.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -145941.515625 Penalty: 2244.369873
	Iteration 2F: 3 clusters Score -145941.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -145972.265625 Penalty: 2244.369873
	Iteration 3Q: 3 clusters Score -145972.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -145996.218750 Penalty: 2244.369873
	Iteration 4Q: 3 clusters Score -145996.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -146005.546875 Penalty: 2244.369873
	Iteration 5Q: 3 clusters Score -146005.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -146015.953125 Penalty: 2244.369873
	Iteration 6Q: 3 clusters Score -146016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -146023.406250 Penalty: 2244.369873
	Iteration 7Q: 3 clusters Score -146023.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -146033.468750 Penalty: 2244.369873
	Iteration 8Q: 3 clusters Score -146033.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -146041.390625 Penalty: 2244.369873
	Iteration 9Q: 3 clusters Score -146041.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -146043.703125 Penalty: 2244.369873
	Iteration 10Q: 3 clusters Score -146043.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -146046.687500 Penalty: 2244.369873
	Iteration 11Q: 3 clusters Score -146046.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -146048.546875 Penalty: 2244.369873
	Iteration 12Q: 3 clusters Score -146048.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -146050.671875 Penalty: 2244.369873
	Iteration 13Q: 3 clusters Score -146050.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -146052.265625 Penalty: 2244.369873
	Iteration 14Q: 3 clusters Score -146052.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -146052.265625 Penalty: 2244.369873
	Iteration 15F: 3 clusters Score -146052.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -139113.406250 Penalty: 1143.374146
	Iteration 0F: 2 clusters Score -139113.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -137588.015625 Penalty: 2286.748291
	Iteration 0F: 3 clusters Score -137588 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -137897.187500 Penalty: 2286.748291
	Iteration 1F: 3 clusters Score -137897.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -137994.750000 Penalty: 2286.748291
	Iteration 2F: 3 clusters Score -137994.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -138053.140625 Penalty: 2286.748291
	Iteration 3Q: 3 clusters Score -138053.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -138097.375000 Penalty: 2286.748291
	Iteration 4Q: 3 clusters Score -138097.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -138125.546875 Penalty: 2286.748291
	Iteration 5Q: 3 clusters Score -138125.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -138141.359375 Penalty: 2286.748291
	Iteration 6Q: 3 clusters Score -138141.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -138151.843750 Penalty: 2286.748291
	Iteration 7Q: 3 clusters Score -138151.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -138160.140625 Penalty: 2286.748291
	Iteration 8Q: 3 clusters Score -138160.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -138165.812500 Penalty: 2286.748291
	Iteration 9Q: 3 clusters Score -138165.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -138171.562500 Penalty: 2286.748291
	Iteration 10Q: 3 clusters Score -138171.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -138176.250000 Penalty: 2286.748291
	Iteration 11Q: 3 clusters Score -138176.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -138182.671875 Penalty: 2286.748291
	Iteration 12Q: 3 clusters Score -138182.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -138186.515625 Penalty: 2286.748291
	Iteration 13Q: 3 clusters Score -138186.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -138195.109375 Penalty: 2286.748291
	Iteration 14Q: 3 clusters Score -138195.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -138210.671875 Penalty: 2286.748291
	Iteration 15Q: 3 clusters Score -138210.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -138221.750000 Penalty: 2286.748291
	Iteration 16Q: 3 clusters Score -138221.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -138228.609375 Penalty: 2286.748291
	Iteration 17Q: 3 clusters Score -138228.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -138232.218750 Penalty: 2286.748291
	Iteration 18Q: 3 clusters Score -138232.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -138236.312500 Penalty: 2286.748291
	Iteration 19Q: 3 clusters Score -138236.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -138239.953125 Penalty: 2286.748291
	Iteration 20F: 3 clusters Score -138240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -138242.937500 Penalty: 2286.748291
	Iteration 21Q: 3 clusters Score -138242.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -138245.859375 Penalty: 2286.748291
	Iteration 22Q: 3 clusters Score -138245.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -138248.750000 Penalty: 2286.748291
	Iteration 23Q: 3 clusters Score -138248.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -138251.140625 Penalty: 2286.748291
	Iteration 24Q: 3 clusters Score -138251.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -138252.250000 Penalty: 2286.748291
	Iteration 25Q: 3 clusters Score -138252.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -138252.250000 Penalty: 2286.748291
	Iteration 26F: 3 clusters Score -138252.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (4117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Entering Unmasked Estep 
Score: -625917.125000 Penalty: 1352.468018
	Iteration 0F: 2 clusters Score -625917.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -622539.562500 Penalty: 2704.936035
	Iteration 0F: 3 clusters Score -622539.6 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -623324.125000 Penalty: 2704.936035
	Iteration 1F: 3 clusters Score -623324.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -623508.000000 Penalty: 2704.936035
	Iteration 2F: 3 clusters Score -623508 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -623634.562500 Penalty: 2704.936035
	Iteration 3F: 3 clusters Score -623634.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -623741.500000 Penalty: 2704.936035
	Iteration 4Q: 3 clusters Score -623741.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -623836.937500 Penalty: 2704.936035
	Iteration 5Q: 3 clusters Score -623836.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -623911.500000 Penalty: 2704.936035
	Iteration 6Q: 3 clusters Score -623911.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -623987.500000 Penalty: 2704.936035
	Iteration 7Q: 3 clusters Score -623987.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -624052.875000 Penalty: 2704.936035
	Iteration 8Q: 3 clusters Score -624052.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -624112.312500 Penalty: 2704.936035
	Iteration 9Q: 3 clusters Score -624112.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -624169.625000 Penalty: 2704.936035
	Iteration 10Q: 3 clusters Score -624169.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -624223.437500 Penalty: 2704.936035
	Iteration 11Q: 3 clusters Score -624223.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -624279.687500 Penalty: 2704.936035
	Iteration 12Q: 3 clusters Score -624279.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -624328.687500 Penalty: 2704.936035
	Iteration 13Q: 3 clusters Score -624328.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -624387.750000 Penalty: 2704.936035
	Iteration 14Q: 3 clusters Score -624387.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -624442.437500 Penalty: 2704.936035
	Iteration 15Q: 3 clusters Score -624442.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -624501.062500 Penalty: 2704.936035
	Iteration 16Q: 3 clusters Score -624501.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -624547.000000 Penalty: 2704.936035
	Iteration 17Q: 3 clusters Score -624547 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -624591.750000 Penalty: 2704.936035
	Iteration 18Q: 3 clusters Score -624591.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -624628.500000 Penalty: 2704.936035
	Iteration 19Q: 3 clusters Score -624628.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -624657.812500 Penalty: 2704.936035
	Iteration 20F: 3 clusters Score -624657.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -624686.500000 Penalty: 2704.936035
	Iteration 21Q: 3 clusters Score -624686.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -624702.812500 Penalty: 2704.936035
	Iteration 22Q: 3 clusters Score -624702.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -624714.125000 Penalty: 2704.936035
	Iteration 23Q: 3 clusters Score -624714.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -624729.937500 Penalty: 2704.936035
	Iteration 24Q: 3 clusters Score -624729.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -624739.375000 Penalty: 2704.936035
	Iteration 25Q: 3 clusters Score -624739.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -624746.500000 Penalty: 2704.936035
	Iteration 26Q: 3 clusters Score -624746.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -624752.187500 Penalty: 2704.936035
	Iteration 27Q: 3 clusters Score -624752.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -624756.375000 Penalty: 2704.936035
	Iteration 28Q: 3 clusters Score -624756.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -624758.562500 Penalty: 2704.936035
	Iteration 29Q: 3 clusters Score -624758.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -624761.250000 Penalty: 2704.936035
	Iteration 30Q: 3 clusters Score -624761.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -624761.375000 Penalty: 2704.936035
	Iteration 31Q: 3 clusters Score -624761.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -624761.375000 Penalty: 2704.936035
	Iteration 32F: 3 clusters Score -624761.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -216106.359375 Penalty: 1203.491699
	Iteration 0F: 2 clusters Score -216106.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -214296.125000 Penalty: 2406.983398
	Iteration 0F: 3 clusters Score -214296.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -214767.640625 Penalty: 2406.983398
	Iteration 1F: 3 clusters Score -214767.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -214967.890625 Penalty: 2406.983398
	Iteration 2F: 3 clusters Score -214967.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -215134.359375 Penalty: 2406.983398
	Iteration 3F: 3 clusters Score -215134.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -215324.265625 Penalty: 2406.983398
	Iteration 4F: 3 clusters Score -215324.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -215481.828125 Penalty: 2406.983398
	Iteration 5F: 3 clusters Score -215481.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -215606.531250 Penalty: 2406.983398
	Iteration 6Q: 3 clusters Score -215606.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -215705.828125 Penalty: 2406.983398
	Iteration 7Q: 3 clusters Score -215705.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -215755.906250 Penalty: 2406.983398
	Iteration 8Q: 3 clusters Score -215755.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -215787.468750 Penalty: 2406.983398
	Iteration 9Q: 3 clusters Score -215787.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -215801.515625 Penalty: 2406.983398
	Iteration 10Q: 3 clusters Score -215801.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -215807.109375 Penalty: 2406.983398
	Iteration 11Q: 3 clusters Score -215807.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -215809.562500 Penalty: 2406.983398
	Iteration 12Q: 3 clusters Score -215809.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -215811.031250 Penalty: 2406.983398
	Iteration 13Q: 3 clusters Score -215811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -215811.031250 Penalty: 2406.983398
	Iteration 14F: 3 clusters Score -215811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (22477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Entering Unmasked Estep 
Score: -3415486.000000 Penalty: 1628.290161
	Iteration 0F: 2 clusters Score -3415486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -3401139.250000 Penalty: 3256.580322
	Iteration 0F: 3 clusters Score -3401139 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -3406679.250000 Penalty: 3256.580322
	Iteration 1F: 3 clusters Score -3406679 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -3407018.000000 Penalty: 3256.580322
	Iteration 2Q: 3 clusters Score -3407018 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -3407351.750000 Penalty: 3256.580322
	Iteration 3Q: 3 clusters Score -3407352 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3407781.000000 Penalty: 3256.580322
	Iteration 4Q: 3 clusters Score -3407781 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -3408358.000000 Penalty: 3256.580322
	Iteration 5F: 3 clusters Score -3408358 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -3409141.750000 Penalty: 3256.580322
	Iteration 6F: 3 clusters Score -3409142 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -3410185.750000 Penalty: 3256.580322
	Iteration 7F: 3 clusters Score -3410186 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -3411397.250000 Penalty: 3256.580322
	Iteration 8F: 3 clusters Score -3411397 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -3412492.250000 Penalty: 3256.580322
	Iteration 9F: 3 clusters Score -3412492 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -3413288.250000 Penalty: 3256.580322
	Iteration 10Q: 3 clusters Score -3413288 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -3413707.750000 Penalty: 3256.580322
	Iteration 11Q: 3 clusters Score -3413708 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -3413932.500000 Penalty: 3256.580322
	Iteration 12Q: 3 clusters Score -3413932 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -3414038.000000 Penalty: 3256.580322
	Iteration 13Q: 3 clusters Score -3414038 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -3414102.250000 Penalty: 3256.580322
	Iteration 14Q: 3 clusters Score -3414102 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -3414143.000000 Penalty: 3256.580322
	Iteration 15Q: 3 clusters Score -3414143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -3414167.000000 Penalty: 3256.580322
	Iteration 16Q: 3 clusters Score -3414167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -3414177.250000 Penalty: 3256.580322
	Iteration 17Q: 3 clusters Score -3414177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3414184.750000 Penalty: 3256.580322
	Iteration 18Q: 3 clusters Score -3414185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -3414185.250000 Penalty: 3256.580322
	Iteration 19Q: 3 clusters Score -3414185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3414188.000000 Penalty: 3256.580322
	Iteration 20F: 3 clusters Score -3414188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -3414191.500000 Penalty: 3256.580322
	Iteration 21Q: 3 clusters Score -3414192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -3414190.250000 Penalty: 3256.580322
	Iteration 22Q: 3 clusters Score -3414190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -3414190.250000 Penalty: 3256.580322
	Iteration 23F: 3 clusters Score -3414190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (3732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Entering Unmasked Estep 
Score: -566446.687500 Penalty: 1336.513794
	Iteration 0F: 2 clusters Score -566446.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -563257.750000 Penalty: 2673.027588
	Iteration 0F: 3 clusters Score -563257.8 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -564048.000000 Penalty: 2673.027588
	Iteration 1F: 3 clusters Score -564048 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -564206.187500 Penalty: 2673.027588
	Iteration 2F: 3 clusters Score -564206.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -564302.562500 Penalty: 2673.027588
	Iteration 3F: 3 clusters Score -564302.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -564371.750000 Penalty: 2673.027588
	Iteration 4Q: 3 clusters Score -564371.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -564421.375000 Penalty: 2673.027588
	Iteration 5Q: 3 clusters Score -564421.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -564465.875000 Penalty: 2673.027588
	Iteration 6Q: 3 clusters Score -564465.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -564501.125000 Penalty: 2673.027588
	Iteration 7Q: 3 clusters Score -564501.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -564537.812500 Penalty: 2673.027588
	Iteration 8Q: 3 clusters Score -564537.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -564569.000000 Penalty: 2673.027588
	Iteration 9Q: 3 clusters Score -564569 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -564604.000000 Penalty: 2673.027588
	Iteration 10Q: 3 clusters Score -564604 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -564640.750000 Penalty: 2673.027588
	Iteration 11Q: 3 clusters Score -564640.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -564676.437500 Penalty: 2673.027588
	Iteration 12Q: 3 clusters Score -564676.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -564714.000000 Penalty: 2673.027588
	Iteration 13Q: 3 clusters Score -564714 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -564748.937500 Penalty: 2673.027588
	Iteration 14Q: 3 clusters Score -564748.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -564793.812500 Penalty: 2673.027588
	Iteration 15Q: 3 clusters Score -564793.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -564838.000000 Penalty: 2673.027588
	Iteration 16Q: 3 clusters Score -564838 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -564879.375000 Penalty: 2673.027588
	Iteration 17Q: 3 clusters Score -564879.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -564915.125000 Penalty: 2673.027588
	Iteration 18Q: 3 clusters Score -564915.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -564947.187500 Penalty: 2673.027588
	Iteration 19Q: 3 clusters Score -564947.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -564984.250000 Penalty: 2673.027588
	Iteration 20F: 3 clusters Score -564984.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -565022.062500 Penalty: 2673.027588
	Iteration 21Q: 3 clusters Score -565022.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -565066.937500 Penalty: 2673.027588
	Iteration 22Q: 3 clusters Score -565066.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -565109.187500 Penalty: 2673.027588
	Iteration 23Q: 3 clusters Score -565109.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -565139.312500 Penalty: 2673.027588
	Iteration 24Q: 3 clusters Score -565139.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -565155.437500 Penalty: 2673.027588
	Iteration 25Q: 3 clusters Score -565155.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -565165.312500 Penalty: 2673.027588
	Iteration 26Q: 3 clusters Score -565165.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -565175.312500 Penalty: 2673.027588
	Iteration 27Q: 3 clusters Score -565175.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -565184.625000 Penalty: 2673.027588
	Iteration 28Q: 3 clusters Score -565184.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -565191.500000 Penalty: 2673.027588
	Iteration 29Q: 3 clusters Score -565191.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -565200.812500 Penalty: 2673.027588
	Iteration 30Q: 3 clusters Score -565200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -565203.750000 Penalty: 2673.027588
	Iteration 31Q: 3 clusters Score -565203.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -565211.937500 Penalty: 2673.027588
	Iteration 32Q: 3 clusters Score -565211.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -565216.812500 Penalty: 2673.027588
	Iteration 33Q: 3 clusters Score -565216.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -565221.187500 Penalty: 2673.027588
	Iteration 34Q: 3 clusters Score -565221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -565221.937500 Penalty: 2673.027588
	Iteration 35Q: 3 clusters Score -565221.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -565222.125000 Penalty: 2673.027588
	Iteration 36Q: 3 clusters Score -565222.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -565222.125000 Penalty: 2673.027588
	Iteration 37Q: 3 clusters Score -565222.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -565222.125000 Penalty: 2673.027588
	Iteration 38F: 3 clusters Score -565222.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (19147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Entering Unmasked Estep 
Score: -2930344.500000 Penalty: 1602.234009
	Iteration 0F: 2 clusters Score -2930344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2918200.750000 Penalty: 3204.468018
	Iteration 0F: 3 clusters Score -2918201 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2922940.750000 Penalty: 3204.468018
	Iteration 1F: 3 clusters Score -2922941 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2923317.750000 Penalty: 3204.468018
	Iteration 2F: 3 clusters Score -2923318 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2923717.000000 Penalty: 3204.468018
	Iteration 3F: 3 clusters Score -2923717 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2924138.250000 Penalty: 3204.468018
	Iteration 4F: 3 clusters Score -2924138 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2924696.000000 Penalty: 3204.468018
	Iteration 5F: 3 clusters Score -2924696 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2925215.750000 Penalty: 3204.468018
	Iteration 6F: 3 clusters Score -2925216 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2925789.250000 Penalty: 3204.468018
	Iteration 7F: 3 clusters Score -2925789 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2926377.000000 Penalty: 3204.468018
	Iteration 8Q: 3 clusters Score -2926377 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2926864.750000 Penalty: 3204.468018
	Iteration 9Q: 3 clusters Score -2926865 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2927357.750000 Penalty: 3204.468018
	Iteration 10Q: 3 clusters Score -2927358 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2927749.000000 Penalty: 3204.468018
	Iteration 11Q: 3 clusters Score -2927749 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2928126.500000 Penalty: 3204.468018
	Iteration 12Q: 3 clusters Score -2928126 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2928414.750000 Penalty: 3204.468018
	Iteration 13Q: 3 clusters Score -2928415 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2928619.750000 Penalty: 3204.468018
	Iteration 14Q: 3 clusters Score -2928620 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2928752.000000 Penalty: 3204.468018
	Iteration 15Q: 3 clusters Score -2928752 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2928842.500000 Penalty: 3204.468018
	Iteration 16Q: 3 clusters Score -2928842 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2928917.000000 Penalty: 3204.468018
	Iteration 17Q: 3 clusters Score -2928917 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2928951.000000 Penalty: 3204.468018
	Iteration 18Q: 3 clusters Score -2928951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2928975.500000 Penalty: 3204.468018
	Iteration 19Q: 3 clusters Score -2928976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2928992.750000 Penalty: 3204.468018
	Iteration 20F: 3 clusters Score -2928993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2929015.250000 Penalty: 3204.468018
	Iteration 21Q: 3 clusters Score -2929015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2929027.750000 Penalty: 3204.468018
	Iteration 22Q: 3 clusters Score -2929028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2929034.750000 Penalty: 3204.468018
	Iteration 23Q: 3 clusters Score -2929035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2929034.000000 Penalty: 3204.468018
	Iteration 24Q: 3 clusters Score -2929034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2929035.500000 Penalty: 3204.468018
	Iteration 25Q: 3 clusters Score -2929036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2929038.000000 Penalty: 3204.468018
	Iteration 26Q: 3 clusters Score -2929038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2929040.750000 Penalty: 3204.468018
	Iteration 27Q: 3 clusters Score -2929041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2929047.750000 Penalty: 3204.468018
	Iteration 28Q: 3 clusters Score -2929048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2929052.000000 Penalty: 3204.468018
	Iteration 29Q: 3 clusters Score -2929052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2929054.250000 Penalty: 3204.468018
	Iteration 30Q: 3 clusters Score -2929054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2929054.000000 Penalty: 3204.468018
	Iteration 31Q: 3 clusters Score -2929054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2929053.500000 Penalty: 3204.468018
	Iteration 32Q: 3 clusters Score -2929054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2929058.500000 Penalty: 3204.468018
	Iteration 33Q: 3 clusters Score -2929058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2929059.500000 Penalty: 3204.468018
	Iteration 34Q: 3 clusters Score -2929060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2929058.500000 Penalty: 3204.468018
	Iteration 35Q: 3 clusters Score -2929058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2929058.500000 Penalty: 3204.468018
	Iteration 36F: 3 clusters Score -2929058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7760 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24965 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12853 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6556 members 
Mstep: Class 37 contains 9485 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4965 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3687 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20308 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13946 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 781 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15117 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19722 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22477 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935536.000000 Penalty: 183801.937500
Iteration 399Q: 86 clusters Score -8.593554e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7758 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24969 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12854 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6554 members 
Mstep: Class 37 contains 9485 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4965 members 
Mstep: Class 45 contains 14932 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3689 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20323 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13955 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 782 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15100 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19722 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22467 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935528.000000 Penalty: 183801.937500
Iteration 400F: 86 clusters Score -8.593553e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7760 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24980 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9387 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12857 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6555 members 
Mstep: Class 37 contains 9485 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4964 members 
Mstep: Class 45 contains 14932 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20337 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13957 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 783 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15078 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22456 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935552.000000 Penalty: 183801.937500
Iteration 401Q: 86 clusters Score -8.593555e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7761 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24980 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9387 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12858 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6555 members 
Mstep: Class 37 contains 9485 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4964 members 
Mstep: Class 45 contains 14932 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20348 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13961 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15069 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22447 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935544.000000 Penalty: 183801.937500
Iteration 402Q: 86 clusters Score -8.593554e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7762 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24989 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9386 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12862 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6555 members 
Mstep: Class 37 contains 9485 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4965 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20358 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13960 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15059 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22432 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935520.000000 Penalty: 183801.937500
Iteration 403Q: 86 clusters Score -8.593552e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7765 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24991 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9386 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12874 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6554 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4965 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20365 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13960 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15046 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22423 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935488.000000 Penalty: 183801.937500
Iteration 404Q: 86 clusters Score -8.593549e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7763 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24991 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9385 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12884 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6554 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4965 members 
Mstep: Class 45 contains 14935 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20370 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13962 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15035 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22420 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935544.000000 Penalty: 183801.937500
Iteration 405Q: 86 clusters Score -8.593554e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7765 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25005 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9384 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12893 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6558 members 
Mstep: Class 37 contains 9484 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4965 members 
Mstep: Class 45 contains 14932 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20372 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13958 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15020 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22413 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935600.000000 Penalty: 183801.937500
Iteration 406Q: 86 clusters Score -8.59356e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7765 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25013 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9385 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12902 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6555 members 
Mstep: Class 37 contains 9483 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4965 members 
Mstep: Class 45 contains 14931 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20369 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13964 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 15005 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22412 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935512.000000 Penalty: 183801.937500
Iteration 407Q: 86 clusters Score -8.593551e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7765 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25021 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9385 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12902 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6555 members 
Mstep: Class 37 contains 9483 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4966 members 
Mstep: Class 45 contains 14931 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20366 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13965 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14996 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22412 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935624.000000 Penalty: 183801.937500
Iteration 408Q: 86 clusters Score -8.593562e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7766 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25031 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9384 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12915 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6550 members 
Mstep: Class 37 contains 9483 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4966 members 
Mstep: Class 45 contains 14929 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20371 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13958 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14981 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22410 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935688.000000 Penalty: 183801.937500
Iteration 409Q: 86 clusters Score -8.593569e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7768 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25031 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9383 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12921 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6548 members 
Mstep: Class 37 contains 9485 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4967 members 
Mstep: Class 45 contains 14927 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20370 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13952 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14977 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22413 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935584.000000 Penalty: 183801.937500
Iteration 410Q: 86 clusters Score -8.593558e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10432 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7769 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25030 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9383 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12933 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6543 members 
Mstep: Class 37 contains 9486 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4967 members 
Mstep: Class 45 contains 14927 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20359 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13951 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14974 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22420 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935624.000000 Penalty: 183801.937500
Iteration 411Q: 86 clusters Score -8.593562e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10430 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7765 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25037 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9383 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12941 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 9487 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 14927 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20356 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13281 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13948 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14971 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22423 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935640.000000 Penalty: 183801.937500
Iteration 412Q: 86 clusters Score -8.593564e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10429 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7763 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25034 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12947 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6542 members 
Mstep: Class 37 contains 9492 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 14930 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20343 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13954 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14961 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22434 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935704.000000 Penalty: 183801.937500
Iteration 413Q: 86 clusters Score -8.59357e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10429 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7761 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25032 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12950 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6544 members 
Mstep: Class 37 contains 9492 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 14936 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20325 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13963 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14952 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19724 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22446 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935760.000000 Penalty: 183801.937500
Iteration 414Q: 86 clusters Score -8.593576e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10429 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7760 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25033 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12953 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6545 members 
Mstep: Class 37 contains 9494 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 14937 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20318 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13966 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14943 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19724 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22457 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935744.000000 Penalty: 183801.937500
Iteration 415Q: 86 clusters Score -8.593574e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10429 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7762 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25031 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12958 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6547 members 
Mstep: Class 37 contains 9494 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4968 members 
Mstep: Class 45 contains 14937 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20311 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13966 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14934 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22472 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935800.000000 Penalty: 183801.937500
Iteration 416Q: 86 clusters Score -8.59358e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10429 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7765 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25028 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12963 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6543 members 
Mstep: Class 37 contains 9494 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4968 members 
Mstep: Class 45 contains 14935 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20308 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13966 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14927 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22482 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935800.000000 Penalty: 183801.937500
Iteration 417Q: 86 clusters Score -8.59358e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10429 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7766 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25012 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12962 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6544 members 
Mstep: Class 37 contains 9494 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 14934 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20300 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11838 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13969 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14926 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22504 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935680.000000 Penalty: 183801.937500
Iteration 418Q: 86 clusters Score -8.593568e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10429 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7762 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 25001 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12960 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6545 members 
Mstep: Class 37 contains 9494 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 14934 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20292 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13976 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14920 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16374 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22526 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935680.000000 Penalty: 183801.937500
Iteration 419Q: 86 clusters Score -8.593568e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10428 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7764 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24984 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12966 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6543 members 
Mstep: Class 37 contains 9495 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14936 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20290 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13975 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14909 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22547 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935560.000000 Penalty: 183801.937500
Iteration 420F: 86 clusters Score -8.593556e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10428 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7765 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24975 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 14694 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12968 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6542 members 
Mstep: Class 37 contains 9496 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3690 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20290 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13980 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14898 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16372 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22563 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935536.000000 Penalty: 183801.937500
Iteration 421Q: 86 clusters Score -8.593554e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10427 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7768 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24957 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12967 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6542 members 
Mstep: Class 37 contains 9497 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 14930 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3691 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20289 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13280 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13982 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14891 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22586 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935440.000000 Penalty: 183801.937500
Iteration 422Q: 86 clusters Score -8.593544e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10427 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7774 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24950 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12962 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6543 members 
Mstep: Class 37 contains 9497 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28969 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 14929 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3692 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20296 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13279 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13978 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14877 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22601 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935424.000000 Penalty: 183801.937500
Iteration 423Q: 86 clusters Score -8.593542e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10428 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7777 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24948 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12960 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6543 members 
Mstep: Class 37 contains 9497 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 14926 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3692 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20308 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13979 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14855 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19723 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22614 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935488.000000 Penalty: 183801.937500
Iteration 424Q: 86 clusters Score -8.593549e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10428 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31434 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7777 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24953 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12959 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6543 members 
Mstep: Class 37 contains 9498 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28971 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 14930 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20310 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13986 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14829 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19724 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22623 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935504.000000 Penalty: 183801.937500
Iteration 425Q: 86 clusters Score -8.59355e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10427 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7778 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24956 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12957 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6543 members 
Mstep: Class 37 contains 9498 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14931 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20311 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 13994 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14807 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22635 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935552.000000 Penalty: 183801.937500
Iteration 426Q: 86 clusters Score -8.593555e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10427 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7778 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24954 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12953 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6543 members 
Mstep: Class 37 contains 9500 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14929 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20311 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14005 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14792 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22645 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935576.000000 Penalty: 183801.937500
Iteration 427Q: 86 clusters Score -8.593558e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10427 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7781 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24957 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12952 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6541 members 
Mstep: Class 37 contains 9500 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 14923 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20316 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13277 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14014 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14779 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22649 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935552.000000 Penalty: 183801.937500
Iteration 428Q: 86 clusters Score -8.593555e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10427 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7782 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24952 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12951 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 9500 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 14923 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20313 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13277 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1725 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14024 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14764 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22661 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935544.000000 Penalty: 183801.937500
Iteration 429Q: 86 clusters Score -8.593554e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10427 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7783 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24959 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12950 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6541 members 
Mstep: Class 37 contains 9500 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 14921 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20315 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13277 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14031 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14747 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22662 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935512.000000 Penalty: 183801.937500
Iteration 430Q: 86 clusters Score -8.593551e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10427 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7784 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24944 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12948 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6541 members 
Mstep: Class 37 contains 9502 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 14925 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20326 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13277 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14038 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14735 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22665 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935544.000000 Penalty: 183801.937500
Iteration 431Q: 86 clusters Score -8.593554e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10427 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7786 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24941 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12945 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6541 members 
Mstep: Class 37 contains 9504 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 14923 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20341 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14040 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14726 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22661 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935528.000000 Penalty: 183801.937500
Iteration 432Q: 86 clusters Score -8.593553e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10427 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7786 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24932 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12944 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6541 members 
Mstep: Class 37 contains 9504 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 14924 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20359 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14041 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14719 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22659 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935536.000000 Penalty: 183801.937500
Iteration 433Q: 86 clusters Score -8.593554e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10427 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7787 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24917 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12944 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6541 members 
Mstep: Class 37 contains 9504 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 14932 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20372 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14043 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14714 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22656 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935528.000000 Penalty: 183801.937500
Iteration 434Q: 86 clusters Score -8.593553e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10427 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7787 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24923 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12944 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6541 members 
Mstep: Class 37 contains 9504 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 14936 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20384 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14044 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14700 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22646 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935568.000000 Penalty: 183801.937500
Iteration 435Q: 86 clusters Score -8.593557e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10427 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7787 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24923 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12946 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6541 members 
Mstep: Class 37 contains 9505 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 14938 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20394 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14043 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14687 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22645 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935608.000000 Penalty: 183801.937500
Iteration 436Q: 86 clusters Score -8.593561e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10427 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7789 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24924 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12944 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6541 members 
Mstep: Class 37 contains 9505 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 14936 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20407 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14046 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14676 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22640 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935632.000000 Penalty: 183801.937500
Iteration 437Q: 86 clusters Score -8.593563e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10426 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7791 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24922 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12943 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6541 members 
Mstep: Class 37 contains 9506 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 14938 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20414 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14048 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14666 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4117 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22641 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935576.000000 Penalty: 183801.937500
Iteration 438Q: 86 clusters Score -8.593558e+07 nChanged 67
Entering ConstructFrom: 
Score: -85935576.000000 Penalty: 183801.937500
Entering ConstructFrom: 
Trying to split cluster 1 (8454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Entering Unmasked Estep 
Score: -1255010.000000 Penalty: 1469.389160
	Iteration 0F: 2 clusters Score -1255010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1248814.750000 Penalty: 2938.778320
	Iteration 0F: 3 clusters Score -1248815 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1250645.000000 Penalty: 2938.778320
	Iteration 1F: 3 clusters Score -1250645 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1250873.000000 Penalty: 2938.778320
	Iteration 2F: 3 clusters Score -1250873 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1251047.125000 Penalty: 2938.778320
	Iteration 3F: 3 clusters Score -1251047 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1251214.375000 Penalty: 2938.778320
	Iteration 4Q: 3 clusters Score -1251214 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1251367.625000 Penalty: 2938.778320
	Iteration 5Q: 3 clusters Score -1251368 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1251495.875000 Penalty: 2938.778320
	Iteration 6Q: 3 clusters Score -1251496 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1251618.875000 Penalty: 2938.778320
	Iteration 7Q: 3 clusters Score -1251619 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1251730.000000 Penalty: 2938.778320
	Iteration 8Q: 3 clusters Score -1251730 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1251859.000000 Penalty: 2938.778320
	Iteration 9Q: 3 clusters Score -1251859 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1251980.375000 Penalty: 2938.778320
	Iteration 10Q: 3 clusters Score -1251980 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1252085.375000 Penalty: 2938.778320
	Iteration 11Q: 3 clusters Score -1252085 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1252191.000000 Penalty: 2938.778320
	Iteration 12Q: 3 clusters Score -1252191 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1252291.500000 Penalty: 2938.778320
	Iteration 13Q: 3 clusters Score -1252292 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1252386.500000 Penalty: 2938.778320
	Iteration 14Q: 3 clusters Score -1252386 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1252478.250000 Penalty: 2938.778320
	Iteration 15Q: 3 clusters Score -1252478 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1252555.875000 Penalty: 2938.778320
	Iteration 16Q: 3 clusters Score -1252556 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1252637.625000 Penalty: 2938.778320
	Iteration 17Q: 3 clusters Score -1252638 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1252708.500000 Penalty: 2938.778320
	Iteration 18Q: 3 clusters Score -1252708 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1252769.875000 Penalty: 2938.778320
	Iteration 19Q: 3 clusters Score -1252770 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1252818.125000 Penalty: 2938.778320
	Iteration 20F: 3 clusters Score -1252818 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1252864.750000 Penalty: 2938.778320
	Iteration 21Q: 3 clusters Score -1252865 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1252919.500000 Penalty: 2938.778320
	Iteration 22Q: 3 clusters Score -1252920 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1252982.125000 Penalty: 2938.778320
	Iteration 23Q: 3 clusters Score -1252982 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1253040.750000 Penalty: 2938.778320
	Iteration 24Q: 3 clusters Score -1253041 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1253103.125000 Penalty: 2938.778320
	Iteration 25Q: 3 clusters Score -1253103 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1253172.625000 Penalty: 2938.778320
	Iteration 26Q: 3 clusters Score -1253173 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1253229.875000 Penalty: 2938.778320
	Iteration 27Q: 3 clusters Score -1253230 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1253286.250000 Penalty: 2938.778320
	Iteration 28Q: 3 clusters Score -1253286 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1253347.625000 Penalty: 2938.778320
	Iteration 29Q: 3 clusters Score -1253348 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1253411.625000 Penalty: 2938.778320
	Iteration 30Q: 3 clusters Score -1253412 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1253457.125000 Penalty: 2938.778320
	Iteration 31Q: 3 clusters Score -1253457 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1253497.375000 Penalty: 2938.778320
	Iteration 32Q: 3 clusters Score -1253497 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1253538.750000 Penalty: 2938.778320
	Iteration 33Q: 3 clusters Score -1253539 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1253577.125000 Penalty: 2938.778320
	Iteration 34Q: 3 clusters Score -1253577 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1253613.750000 Penalty: 2938.778320
	Iteration 35Q: 3 clusters Score -1253614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1253648.500000 Penalty: 2938.778320
	Iteration 36Q: 3 clusters Score -1253648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1253670.125000 Penalty: 2938.778320
	Iteration 37Q: 3 clusters Score -1253670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1253696.500000 Penalty: 2938.778320
	Iteration 38Q: 3 clusters Score -1253696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1253711.000000 Penalty: 2938.778320
	Iteration 39Q: 3 clusters Score -1253711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1253722.375000 Penalty: 2938.778320
	Iteration 40F: 3 clusters Score -1253722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1253733.375000 Penalty: 2938.778320
	Iteration 41Q: 3 clusters Score -1253733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1253740.375000 Penalty: 2938.778320
	Iteration 42Q: 3 clusters Score -1253740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1253750.625000 Penalty: 2938.778320
	Iteration 43Q: 3 clusters Score -1253751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1253753.250000 Penalty: 2938.778320
	Iteration 44Q: 3 clusters Score -1253753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1253755.625000 Penalty: 2938.778320
	Iteration 45Q: 3 clusters Score -1253756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1253758.375000 Penalty: 2938.778320
	Iteration 46Q: 3 clusters Score -1253758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1253760.250000 Penalty: 2938.778320
	Iteration 47Q: 3 clusters Score -1253760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1253761.875000 Penalty: 2938.778320
	Iteration 48Q: 3 clusters Score -1253762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1253762.375000 Penalty: 2938.778320
	Iteration 49Q: 3 clusters Score -1253762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1253761.500000 Penalty: 2938.778320
	Iteration 50Q: 3 clusters Score -1253762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1253761.500000 Penalty: 2938.778320
	Iteration 51F: 3 clusters Score -1253762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Entering Unmasked Estep 
Score: -1620836.875000 Penalty: 1555.652466
	Iteration 0F: 2 clusters Score -1620837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1610823.000000 Penalty: 3111.304932
	Iteration 0F: 3 clusters Score -1610823 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1614259.375000 Penalty: 3111.304932
	Iteration 1F: 3 clusters Score -1614259 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1614572.875000 Penalty: 3111.304932
	Iteration 2F: 3 clusters Score -1614573 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1614856.125000 Penalty: 3111.304932
	Iteration 3F: 3 clusters Score -1614856 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1615130.125000 Penalty: 3111.304932
	Iteration 4Q: 3 clusters Score -1615130 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1615394.625000 Penalty: 3111.304932
	Iteration 5Q: 3 clusters Score -1615395 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1615669.750000 Penalty: 3111.304932
	Iteration 6Q: 3 clusters Score -1615670 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1616040.625000 Penalty: 3111.304932
	Iteration 7Q: 3 clusters Score -1616041 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1616533.250000 Penalty: 3111.304932
	Iteration 8Q: 3 clusters Score -1616533 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1617119.375000 Penalty: 3111.304932
	Iteration 9F: 3 clusters Score -1617119 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1617721.875000 Penalty: 3111.304932
	Iteration 10F: 3 clusters Score -1617722 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1618317.750000 Penalty: 3111.304932
	Iteration 11F: 3 clusters Score -1618318 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1618858.750000 Penalty: 3111.304932
	Iteration 12Q: 3 clusters Score -1618859 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1619238.250000 Penalty: 3111.304932
	Iteration 13Q: 3 clusters Score -1619238 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1619466.500000 Penalty: 3111.304932
	Iteration 14Q: 3 clusters Score -1619466 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1619598.750000 Penalty: 3111.304932
	Iteration 15Q: 3 clusters Score -1619599 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1619686.875000 Penalty: 3111.304932
	Iteration 16Q: 3 clusters Score -1619687 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1619736.750000 Penalty: 3111.304932
	Iteration 17Q: 3 clusters Score -1619737 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1619778.250000 Penalty: 3111.304932
	Iteration 18Q: 3 clusters Score -1619778 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1619827.500000 Penalty: 3111.304932
	Iteration 19Q: 3 clusters Score -1619828 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1619875.875000 Penalty: 3111.304932
	Iteration 20F: 3 clusters Score -1619876 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1619922.250000 Penalty: 3111.304932
	Iteration 21Q: 3 clusters Score -1619922 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1619961.750000 Penalty: 3111.304932
	Iteration 22Q: 3 clusters Score -1619962 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1620001.500000 Penalty: 3111.304932
	Iteration 23Q: 3 clusters Score -1620002 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1620049.250000 Penalty: 3111.304932
	Iteration 24Q: 3 clusters Score -1620049 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1620100.625000 Penalty: 3111.304932
	Iteration 25Q: 3 clusters Score -1620101 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1620143.750000 Penalty: 3111.304932
	Iteration 26Q: 3 clusters Score -1620144 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1620183.875000 Penalty: 3111.304932
	Iteration 27Q: 3 clusters Score -1620184 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1620226.000000 Penalty: 3111.304932
	Iteration 28Q: 3 clusters Score -1620226 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1620274.000000 Penalty: 3111.304932
	Iteration 29Q: 3 clusters Score -1620274 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1620321.625000 Penalty: 3111.304932
	Iteration 30Q: 3 clusters Score -1620322 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1620364.250000 Penalty: 3111.304932
	Iteration 31Q: 3 clusters Score -1620364 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1620396.500000 Penalty: 3111.304932
	Iteration 32Q: 3 clusters Score -1620396 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1620414.750000 Penalty: 3111.304932
	Iteration 33Q: 3 clusters Score -1620415 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1620424.625000 Penalty: 3111.304932
	Iteration 34Q: 3 clusters Score -1620425 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1620430.625000 Penalty: 3111.304932
	Iteration 35Q: 3 clusters Score -1620431 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1620431.000000 Penalty: 3111.304932
	Iteration 36Q: 3 clusters Score -1620431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1620436.625000 Penalty: 3111.304932
	Iteration 37Q: 3 clusters Score -1620437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1620438.500000 Penalty: 3111.304932
	Iteration 38Q: 3 clusters Score -1620438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1620439.375000 Penalty: 3111.304932
	Iteration 39Q: 3 clusters Score -1620439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1620441.250000 Penalty: 3111.304932
	Iteration 40F: 3 clusters Score -1620441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1620443.125000 Penalty: 3111.304932
	Iteration 41Q: 3 clusters Score -1620443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1620445.000000 Penalty: 3111.304932
	Iteration 42Q: 3 clusters Score -1620445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1620445.625000 Penalty: 3111.304932
	Iteration 43Q: 3 clusters Score -1620446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1620444.875000 Penalty: 3111.304932
	Iteration 44Q: 3 clusters Score -1620445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1620444.875000 Penalty: 3111.304932
	Iteration 45F: 3 clusters Score -1620445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -16312.937500 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -16312.94 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 100 members 
Entering Unmasked Estep 
Score: -15682.954102 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -15682.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15816.947266 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -15816.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15828.104492 Penalty: 1687.711060
	Iteration 2Q: 3 clusters Score -15828.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15828.104492 Penalty: 1687.711060
	Iteration 3F: 3 clusters Score -15828.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Entering Unmasked Estep 
Score: -1552999.125000 Penalty: 1503.443726
	Iteration 0F: 2 clusters Score -1552999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1545632.750000 Penalty: 3006.887451
	Iteration 0F: 3 clusters Score -1545633 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1548206.250000 Penalty: 3006.887451
	Iteration 1F: 3 clusters Score -1548206 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1548700.250000 Penalty: 3006.887451
	Iteration 2F: 3 clusters Score -1548700 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1549243.125000 Penalty: 3006.887451
	Iteration 3F: 3 clusters Score -1549243 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1549904.250000 Penalty: 3006.887451
	Iteration 4F: 3 clusters Score -1549904 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1550528.000000 Penalty: 3006.887451
	Iteration 5F: 3 clusters Score -1550528 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1551038.625000 Penalty: 3006.887451
	Iteration 6F: 3 clusters Score -1551039 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1551406.625000 Penalty: 3006.887451
	Iteration 7Q: 3 clusters Score -1551407 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1551686.250000 Penalty: 3006.887451
	Iteration 8Q: 3 clusters Score -1551686 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1551880.500000 Penalty: 3006.887451
	Iteration 9Q: 3 clusters Score -1551880 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1552001.000000 Penalty: 3006.887451
	Iteration 10Q: 3 clusters Score -1552001 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1552078.250000 Penalty: 3006.887451
	Iteration 11Q: 3 clusters Score -1552078 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1552137.875000 Penalty: 3006.887451
	Iteration 12Q: 3 clusters Score -1552138 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1552185.500000 Penalty: 3006.887451
	Iteration 13Q: 3 clusters Score -1552186 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1552217.500000 Penalty: 3006.887451
	Iteration 14Q: 3 clusters Score -1552218 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1552241.500000 Penalty: 3006.887451
	Iteration 15Q: 3 clusters Score -1552242 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1552270.250000 Penalty: 3006.887451
	Iteration 16Q: 3 clusters Score -1552270 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1552294.125000 Penalty: 3006.887451
	Iteration 17Q: 3 clusters Score -1552294 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1552310.625000 Penalty: 3006.887451
	Iteration 18Q: 3 clusters Score -1552311 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1552314.875000 Penalty: 3006.887451
	Iteration 19Q: 3 clusters Score -1552315 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1552323.250000 Penalty: 3006.887451
	Iteration 20F: 3 clusters Score -1552323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1552330.250000 Penalty: 3006.887451
	Iteration 21Q: 3 clusters Score -1552330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1552332.125000 Penalty: 3006.887451
	Iteration 22Q: 3 clusters Score -1552332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1552335.875000 Penalty: 3006.887451
	Iteration 23Q: 3 clusters Score -1552336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1552340.375000 Penalty: 3006.887451
	Iteration 24Q: 3 clusters Score -1552340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1552344.500000 Penalty: 3006.887451
	Iteration 25Q: 3 clusters Score -1552344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1552344.000000 Penalty: 3006.887451
	Iteration 26Q: 3 clusters Score -1552344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1552351.500000 Penalty: 3006.887451
	Iteration 27Q: 3 clusters Score -1552352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1552354.500000 Penalty: 3006.887451
	Iteration 28Q: 3 clusters Score -1552354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1552363.250000 Penalty: 3006.887451
	Iteration 29Q: 3 clusters Score -1552363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1552362.750000 Penalty: 3006.887451
	Iteration 30Q: 3 clusters Score -1552363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1552364.000000 Penalty: 3006.887451
	Iteration 31Q: 3 clusters Score -1552364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1552366.250000 Penalty: 3006.887451
	Iteration 32Q: 3 clusters Score -1552366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1552362.625000 Penalty: 3006.887451
	Iteration 33Q: 3 clusters Score -1552363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1552363.125000 Penalty: 3006.887451
	Iteration 34Q: 3 clusters Score -1552363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1552363.375000 Penalty: 3006.887451
	Iteration 35Q: 3 clusters Score -1552363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1552365.875000 Penalty: 3006.887451
	Iteration 36Q: 3 clusters Score -1552366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1552364.625000 Penalty: 3006.887451
	Iteration 37Q: 3 clusters Score -1552365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1552365.625000 Penalty: 3006.887451
	Iteration 38Q: 3 clusters Score -1552366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1552367.500000 Penalty: 3006.887451
	Iteration 39Q: 3 clusters Score -1552368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1552366.500000 Penalty: 3006.887451
	Iteration 40F: 3 clusters Score -1552366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1552367.250000 Penalty: 3006.887451
	Iteration 41Q: 3 clusters Score -1552367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1552368.500000 Penalty: 3006.887451
	Iteration 42Q: 3 clusters Score -1552368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1552369.000000 Penalty: 3006.887451
	Iteration 43Q: 3 clusters Score -1552369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1552367.375000 Penalty: 3006.887451
	Iteration 44Q: 3 clusters Score -1552367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1552370.000000 Penalty: 3006.887451
	Iteration 45Q: 3 clusters Score -1552370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1552371.375000 Penalty: 3006.887451
	Iteration 46Q: 3 clusters Score -1552371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1552372.625000 Penalty: 3006.887451
	Iteration 47Q: 3 clusters Score -1552373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1552375.750000 Penalty: 3006.887451
	Iteration 48Q: 3 clusters Score -1552376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1552374.625000 Penalty: 3006.887451
	Iteration 49Q: 3 clusters Score -1552375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1552378.125000 Penalty: 3006.887451
	Iteration 50Q: 3 clusters Score -1552378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1552378.250000 Penalty: 3006.887451
	Iteration 51Q: 3 clusters Score -1552378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1552379.250000 Penalty: 3006.887451
	Iteration 52Q: 3 clusters Score -1552379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1552378.875000 Penalty: 3006.887451
	Iteration 53Q: 3 clusters Score -1552379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1552378.875000 Penalty: 3006.887451
	Iteration 54F: 3 clusters Score -1552379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Entering Unmasked Estep 
Score: -2218251.750000 Penalty: 1558.064941
	Iteration 0F: 2 clusters Score -2218252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2208379.750000 Penalty: 3116.129883
	Iteration 0F: 3 clusters Score -2208380 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2211878.750000 Penalty: 3116.129883
	Iteration 1F: 3 clusters Score -2211879 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2212167.750000 Penalty: 3116.129883
	Iteration 2F: 3 clusters Score -2212168 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2212428.000000 Penalty: 3116.129883
	Iteration 3Q: 3 clusters Score -2212428 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2212643.750000 Penalty: 3116.129883
	Iteration 4Q: 3 clusters Score -2212644 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2212835.500000 Penalty: 3116.129883
	Iteration 5Q: 3 clusters Score -2212836 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2213033.500000 Penalty: 3116.129883
	Iteration 6Q: 3 clusters Score -2213034 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2213245.000000 Penalty: 3116.129883
	Iteration 7Q: 3 clusters Score -2213245 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2213414.500000 Penalty: 3116.129883
	Iteration 8Q: 3 clusters Score -2213414 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2213586.750000 Penalty: 3116.129883
	Iteration 9Q: 3 clusters Score -2213587 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2213790.250000 Penalty: 3116.129883
	Iteration 10Q: 3 clusters Score -2213790 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2214007.250000 Penalty: 3116.129883
	Iteration 11Q: 3 clusters Score -2214007 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2214258.750000 Penalty: 3116.129883
	Iteration 12Q: 3 clusters Score -2214259 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2214569.250000 Penalty: 3116.129883
	Iteration 13Q: 3 clusters Score -2214569 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2214902.750000 Penalty: 3116.129883
	Iteration 14Q: 3 clusters Score -2214903 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2215213.500000 Penalty: 3116.129883
	Iteration 15Q: 3 clusters Score -2215214 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2215497.750000 Penalty: 3116.129883
	Iteration 16Q: 3 clusters Score -2215498 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2215740.000000 Penalty: 3116.129883
	Iteration 17Q: 3 clusters Score -2215740 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2215973.500000 Penalty: 3116.129883
	Iteration 18Q: 3 clusters Score -2215974 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2216153.250000 Penalty: 3116.129883
	Iteration 19Q: 3 clusters Score -2216153 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2216298.000000 Penalty: 3116.129883
	Iteration 20F: 3 clusters Score -2216298 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2216416.500000 Penalty: 3116.129883
	Iteration 21Q: 3 clusters Score -2216416 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2216519.250000 Penalty: 3116.129883
	Iteration 22Q: 3 clusters Score -2216519 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2216597.000000 Penalty: 3116.129883
	Iteration 23Q: 3 clusters Score -2216597 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2216682.000000 Penalty: 3116.129883
	Iteration 24Q: 3 clusters Score -2216682 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2216741.000000 Penalty: 3116.129883
	Iteration 25Q: 3 clusters Score -2216741 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2216791.000000 Penalty: 3116.129883
	Iteration 26Q: 3 clusters Score -2216791 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2216828.750000 Penalty: 3116.129883
	Iteration 27Q: 3 clusters Score -2216829 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2216856.750000 Penalty: 3116.129883
	Iteration 28Q: 3 clusters Score -2216857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2216893.250000 Penalty: 3116.129883
	Iteration 29Q: 3 clusters Score -2216893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2216914.750000 Penalty: 3116.129883
	Iteration 30Q: 3 clusters Score -2216915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2216930.250000 Penalty: 3116.129883
	Iteration 31Q: 3 clusters Score -2216930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2216942.250000 Penalty: 3116.129883
	Iteration 32Q: 3 clusters Score -2216942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2216950.500000 Penalty: 3116.129883
	Iteration 33Q: 3 clusters Score -2216950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2216949.500000 Penalty: 3116.129883
	Iteration 34Q: 3 clusters Score -2216950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2216953.500000 Penalty: 3116.129883
	Iteration 35Q: 3 clusters Score -2216954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2216960.000000 Penalty: 3116.129883
	Iteration 36Q: 3 clusters Score -2216960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2216963.500000 Penalty: 3116.129883
	Iteration 37Q: 3 clusters Score -2216964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2216964.750000 Penalty: 3116.129883
	Iteration 38Q: 3 clusters Score -2216965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2216965.250000 Penalty: 3116.129883
	Iteration 39Q: 3 clusters Score -2216965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2216966.750000 Penalty: 3116.129883
	Iteration 40F: 3 clusters Score -2216967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2216968.250000 Penalty: 3116.129883
	Iteration 41Q: 3 clusters Score -2216968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2216968.000000 Penalty: 3116.129883
	Iteration 42Q: 3 clusters Score -2216968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2216968.000000 Penalty: 3116.129883
	Iteration 43F: 3 clusters Score -2216968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Entering Unmasked Estep 
Score: -938491.000000 Penalty: 1431.335693
	Iteration 0F: 2 clusters Score -938491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -933514.437500 Penalty: 2862.671387
	Iteration 0F: 3 clusters Score -933514.4 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -935081.625000 Penalty: 2862.671387
	Iteration 1F: 3 clusters Score -935081.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -935317.687500 Penalty: 2862.671387
	Iteration 2F: 3 clusters Score -935317.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -935488.250000 Penalty: 2862.671387
	Iteration 3F: 3 clusters Score -935488.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -935634.062500 Penalty: 2862.671387
	Iteration 4Q: 3 clusters Score -935634.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -935751.375000 Penalty: 2862.671387
	Iteration 5Q: 3 clusters Score -935751.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -935864.250000 Penalty: 2862.671387
	Iteration 6Q: 3 clusters Score -935864.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -935974.500000 Penalty: 2862.671387
	Iteration 7Q: 3 clusters Score -935974.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -936078.437500 Penalty: 2862.671387
	Iteration 8Q: 3 clusters Score -936078.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -936195.687500 Penalty: 2862.671387
	Iteration 9Q: 3 clusters Score -936195.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -936335.500000 Penalty: 2862.671387
	Iteration 10Q: 3 clusters Score -936335.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -936457.500000 Penalty: 2862.671387
	Iteration 11Q: 3 clusters Score -936457.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -936570.812500 Penalty: 2862.671387
	Iteration 12Q: 3 clusters Score -936570.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -936653.250000 Penalty: 2862.671387
	Iteration 13Q: 3 clusters Score -936653.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -936722.812500 Penalty: 2862.671387
	Iteration 14Q: 3 clusters Score -936722.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -936794.125000 Penalty: 2862.671387
	Iteration 15Q: 3 clusters Score -936794.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -936861.562500 Penalty: 2862.671387
	Iteration 16Q: 3 clusters Score -936861.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -936905.062500 Penalty: 2862.671387
	Iteration 17Q: 3 clusters Score -936905.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -936941.937500 Penalty: 2862.671387
	Iteration 18Q: 3 clusters Score -936941.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -936974.875000 Penalty: 2862.671387
	Iteration 19Q: 3 clusters Score -936974.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -937003.062500 Penalty: 2862.671387
	Iteration 20F: 3 clusters Score -937003.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -937031.062500 Penalty: 2862.671387
	Iteration 21Q: 3 clusters Score -937031.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -937062.937500 Penalty: 2862.671387
	Iteration 22Q: 3 clusters Score -937062.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -937101.750000 Penalty: 2862.671387
	Iteration 23Q: 3 clusters Score -937101.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -937130.687500 Penalty: 2862.671387
	Iteration 24Q: 3 clusters Score -937130.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -937163.687500 Penalty: 2862.671387
	Iteration 25Q: 3 clusters Score -937163.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -937192.937500 Penalty: 2862.671387
	Iteration 26Q: 3 clusters Score -937192.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -937214.812500 Penalty: 2862.671387
	Iteration 27Q: 3 clusters Score -937214.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -937236.437500 Penalty: 2862.671387
	Iteration 28Q: 3 clusters Score -937236.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -937258.625000 Penalty: 2862.671387
	Iteration 29Q: 3 clusters Score -937258.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -937277.312500 Penalty: 2862.671387
	Iteration 30Q: 3 clusters Score -937277.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -937289.312500 Penalty: 2862.671387
	Iteration 31Q: 3 clusters Score -937289.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -937302.312500 Penalty: 2862.671387
	Iteration 32Q: 3 clusters Score -937302.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -937312.937500 Penalty: 2862.671387
	Iteration 33Q: 3 clusters Score -937312.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -937320.437500 Penalty: 2862.671387
	Iteration 34Q: 3 clusters Score -937320.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -937323.812500 Penalty: 2862.671387
	Iteration 35Q: 3 clusters Score -937323.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -937324.562500 Penalty: 2862.671387
	Iteration 36Q: 3 clusters Score -937324.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -937325.625000 Penalty: 2862.671387
	Iteration 37Q: 3 clusters Score -937325.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -937326.937500 Penalty: 2862.671387
	Iteration 38Q: 3 clusters Score -937326.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -937329.062500 Penalty: 2862.671387
	Iteration 39Q: 3 clusters Score -937329.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -937334.250000 Penalty: 2862.671387
	Iteration 40F: 3 clusters Score -937334.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -937337.687500 Penalty: 2862.671387
	Iteration 41Q: 3 clusters Score -937337.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -937336.562500 Penalty: 2862.671387
	Iteration 42Q: 3 clusters Score -937336.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -937336.625000 Penalty: 2862.671387
	Iteration 43Q: 3 clusters Score -937336.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -937337.375000 Penalty: 2862.671387
	Iteration 44Q: 3 clusters Score -937337.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -937339.750000 Penalty: 2862.671387
	Iteration 45Q: 3 clusters Score -937339.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -937341.062500 Penalty: 2862.671387
	Iteration 46Q: 3 clusters Score -937341.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -937342.812500 Penalty: 2862.671387
	Iteration 47Q: 3 clusters Score -937342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -937346.000000 Penalty: 2862.671387
	Iteration 48Q: 3 clusters Score -937346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -937349.687500 Penalty: 2862.671387
	Iteration 49Q: 3 clusters Score -937349.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -937349.250000 Penalty: 2862.671387
	Iteration 50Q: 3 clusters Score -937349.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -937352.687500 Penalty: 2862.671387
	Iteration 51Q: 3 clusters Score -937352.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -937354.500000 Penalty: 2862.671387
	Iteration 52Q: 3 clusters Score -937354.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -937354.312500 Penalty: 2862.671387
	Iteration 53Q: 3 clusters Score -937354.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -937354.875000 Penalty: 2862.671387
	Iteration 54Q: 3 clusters Score -937354.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -937356.687500 Penalty: 2862.671387
	Iteration 55Q: 3 clusters Score -937356.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -937357.687500 Penalty: 2862.671387
	Iteration 56Q: 3 clusters Score -937357.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -937359.562500 Penalty: 2862.671387
	Iteration 57Q: 3 clusters Score -937359.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -937358.687500 Penalty: 2862.671387
	Iteration 58Q: 3 clusters Score -937358.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -937358.500000 Penalty: 2862.671387
	Iteration 59Q: 3 clusters Score -937358.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -937360.937500 Penalty: 2862.671387
	Iteration 60F: 3 clusters Score -937360.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -937360.812500 Penalty: 2862.671387
	Iteration 61Q: 3 clusters Score -937360.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -937362.125000 Penalty: 2862.671387
	Iteration 62Q: 3 clusters Score -937362.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -937362.125000 Penalty: 2862.671387
	Iteration 63F: 3 clusters Score -937362.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -108245.664062 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -108245.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -106992.867188 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -106992.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -107244.554688 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -107244.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -107339.734375 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -107339.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -107383.226562 Penalty: 2167.174072
	Iteration 3Q: 3 clusters Score -107383.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -107416.781250 Penalty: 2167.174072
	Iteration 4Q: 3 clusters Score -107416.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -107434.687500 Penalty: 2167.174072
	Iteration 5Q: 3 clusters Score -107434.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -107442.070312 Penalty: 2167.174072
	Iteration 6Q: 3 clusters Score -107442.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -107451.968750 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -107452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -107460.406250 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -107460.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -107470.132812 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -107470.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -107482.820312 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -107482.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -107498.695312 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -107498.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -107510.070312 Penalty: 2167.174072
	Iteration 12Q: 3 clusters Score -107510.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -107534.843750 Penalty: 2167.174072
	Iteration 13Q: 3 clusters Score -107534.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -107554.140625 Penalty: 2167.174072
	Iteration 14Q: 3 clusters Score -107554.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -107569.710938 Penalty: 2167.174072
	Iteration 15Q: 3 clusters Score -107569.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -107591.875000 Penalty: 2167.174072
	Iteration 16Q: 3 clusters Score -107591.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -107633.898438 Penalty: 2167.174072
	Iteration 17Q: 3 clusters Score -107633.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -107676.656250 Penalty: 2167.174072
	Iteration 18Q: 3 clusters Score -107676.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -107695.617188 Penalty: 2167.174072
	Iteration 19Q: 3 clusters Score -107695.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -107707.664062 Penalty: 2167.174072
	Iteration 20F: 3 clusters Score -107707.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -107722.820312 Penalty: 2167.174072
	Iteration 21Q: 3 clusters Score -107722.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -107733.609375 Penalty: 2167.174072
	Iteration 22Q: 3 clusters Score -107733.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -107745.640625 Penalty: 2167.174072
	Iteration 23Q: 3 clusters Score -107745.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -107748.750000 Penalty: 2167.174072
	Iteration 24Q: 3 clusters Score -107748.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -107755.281250 Penalty: 2167.174072
	Iteration 25Q: 3 clusters Score -107755.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -107757.765625 Penalty: 2167.174072
	Iteration 26Q: 3 clusters Score -107757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -107760.265625 Penalty: 2167.174072
	Iteration 27Q: 3 clusters Score -107760.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -107763.929688 Penalty: 2167.174072
	Iteration 28Q: 3 clusters Score -107763.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -107768.078125 Penalty: 2167.174072
	Iteration 29Q: 3 clusters Score -107768.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -107772.554688 Penalty: 2167.174072
	Iteration 30Q: 3 clusters Score -107772.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -107785.156250 Penalty: 2167.174072
	Iteration 31Q: 3 clusters Score -107785.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -107832.773438 Penalty: 2167.174072
	Iteration 32Q: 3 clusters Score -107832.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -107875.710938 Penalty: 2167.174072
	Iteration 33Q: 3 clusters Score -107875.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -107911.179688 Penalty: 2167.174072
	Iteration 34Q: 3 clusters Score -107911.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -107946.664062 Penalty: 2167.174072
	Iteration 35Q: 3 clusters Score -107946.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -107989.101562 Penalty: 2167.174072
	Iteration 36Q: 3 clusters Score -107989.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -108022.328125 Penalty: 2167.174072
	Iteration 37Q: 3 clusters Score -108022.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -108063.187500 Penalty: 2167.174072
	Iteration 38Q: 3 clusters Score -108063.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -108110.968750 Penalty: 2167.174072
	Iteration 39Q: 3 clusters Score -108111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -108192.117188 Penalty: 2167.174072
	Iteration 40F: 3 clusters Score -108192.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -108263.601562 Penalty: 2167.174072
	Iteration 41Q: 3 clusters Score -108263.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -108296.000000 Penalty: 2167.174072
	Iteration 42Q: 3 clusters Score -108296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -108311.796875 Penalty: 2167.174072
	Iteration 43Q: 3 clusters Score -108311.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -108318.664062 Penalty: 2167.174072
	Iteration 44Q: 3 clusters Score -108318.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -108321.929688 Penalty: 2167.174072
	Iteration 45Q: 3 clusters Score -108321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -108322.695312 Penalty: 2167.174072
	Iteration 46Q: 3 clusters Score -108322.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -108322.695312 Penalty: 2167.174072
	Iteration 47F: 3 clusters Score -108322.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10425 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24931 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12942 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 9506 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20418 members 
Mstep: Class 51 contains 998 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14049 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14649 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22648 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Mstep: Class 86 contains 486 members 
Entering Unmasked Estep 
Score: -85934576.000000 Penalty: 185964.312500
Splitting cluster 7 changes total score from -85935576.000000 to -85934576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (31435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Entering Unmasked Estep 
Score: -4776540.000000 Penalty: 1682.797607
	Iteration 0F: 2 clusters Score -4776540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -4758024.000000 Penalty: 3365.595215
	Iteration 0F: 3 clusters Score -4758024 nChanged 14550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -4766193.500000 Penalty: 3365.595215
	Iteration 1F: 3 clusters Score -4766194 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -4766861.500000 Penalty: 3365.595215
	Iteration 2F: 3 clusters Score -4766862 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -4767802.000000 Penalty: 3365.595215
	Iteration 3F: 3 clusters Score -4767802 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -4768977.000000 Penalty: 3365.595215
	Iteration 4F: 3 clusters Score -4768977 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -4770037.500000 Penalty: 3365.595215
	Iteration 5F: 3 clusters Score -4770038 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -4771021.000000 Penalty: 3365.595215
	Iteration 6F: 3 clusters Score -4771021 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -4771733.000000 Penalty: 3365.595215
	Iteration 7F: 3 clusters Score -4771733 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -4772101.500000 Penalty: 3365.595215
	Iteration 8Q: 3 clusters Score -4772102 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -4772214.000000 Penalty: 3365.595215
	Iteration 9Q: 3 clusters Score -4772214 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -4772242.500000 Penalty: 3365.595215
	Iteration 10Q: 3 clusters Score -4772242 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -4772266.500000 Penalty: 3365.595215
	Iteration 11Q: 3 clusters Score -4772266 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -4772274.000000 Penalty: 3365.595215
	Iteration 12Q: 3 clusters Score -4772274 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -4772303.500000 Penalty: 3365.595215
	Iteration 13Q: 3 clusters Score -4772304 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -4772336.500000 Penalty: 3365.595215
	Iteration 14Q: 3 clusters Score -4772336 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -4772357.000000 Penalty: 3365.595215
	Iteration 15Q: 3 clusters Score -4772357 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -4772386.000000 Penalty: 3365.595215
	Iteration 16Q: 3 clusters Score -4772386 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -4772392.500000 Penalty: 3365.595215
	Iteration 17Q: 3 clusters Score -4772392 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -4772397.500000 Penalty: 3365.595215
	Iteration 18Q: 3 clusters Score -4772398 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -4772381.000000 Penalty: 3365.595215
	Iteration 19Q: 3 clusters Score -4772381 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -4772373.500000 Penalty: 3365.595215
	Iteration 20F: 3 clusters Score -4772374 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -4772369.500000 Penalty: 3365.595215
	Iteration 21Q: 3 clusters Score -4772370 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -4772352.500000 Penalty: 3365.595215
	Iteration 22Q: 3 clusters Score -4772352 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -4772370.000000 Penalty: 3365.595215
	Iteration 23Q: 3 clusters Score -4772370 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -4772371.000000 Penalty: 3365.595215
	Iteration 24Q: 3 clusters Score -4772371 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -4772371.000000 Penalty: 3365.595215
	Iteration 25Q: 3 clusters Score -4772371 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -4772382.000000 Penalty: 3365.595215
	Iteration 26Q: 3 clusters Score -4772382 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -4772377.500000 Penalty: 3365.595215
	Iteration 27Q: 3 clusters Score -4772378 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -4772366.000000 Penalty: 3365.595215
	Iteration 28Q: 3 clusters Score -4772366 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -4772344.500000 Penalty: 3365.595215
	Iteration 29Q: 3 clusters Score -4772344 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -4772357.000000 Penalty: 3365.595215
	Iteration 30Q: 3 clusters Score -4772357 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -4772352.000000 Penalty: 3365.595215
	Iteration 31Q: 3 clusters Score -4772352 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -4772346.000000 Penalty: 3365.595215
	Iteration 32Q: 3 clusters Score -4772346 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -4772344.000000 Penalty: 3365.595215
	Iteration 33Q: 3 clusters Score -4772344 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -4772324.000000 Penalty: 3365.595215
	Iteration 34Q: 3 clusters Score -4772324 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -4772332.000000 Penalty: 3365.595215
	Iteration 35Q: 3 clusters Score -4772332 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -4772329.500000 Penalty: 3365.595215
	Iteration 36Q: 3 clusters Score -4772330 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -4772331.000000 Penalty: 3365.595215
	Iteration 37Q: 3 clusters Score -4772331 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -4772345.500000 Penalty: 3365.595215
	Iteration 38Q: 3 clusters Score -4772346 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -4772342.000000 Penalty: 3365.595215
	Iteration 39Q: 3 clusters Score -4772342 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -4772346.000000 Penalty: 3365.595215
	Iteration 40F: 3 clusters Score -4772346 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -4772356.000000 Penalty: 3365.595215
	Iteration 41Q: 3 clusters Score -4772356 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -4772351.000000 Penalty: 3365.595215
	Iteration 42Q: 3 clusters Score -4772351 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -4772371.000000 Penalty: 3365.595215
	Iteration 43Q: 3 clusters Score -4772371 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -4772385.500000 Penalty: 3365.595215
	Iteration 44Q: 3 clusters Score -4772386 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -4772399.000000 Penalty: 3365.595215
	Iteration 45Q: 3 clusters Score -4772399 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -4772439.500000 Penalty: 3365.595215
	Iteration 46Q: 3 clusters Score -4772440 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4772481.000000 Penalty: 3365.595215
	Iteration 47Q: 3 clusters Score -4772481 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -4772477.500000 Penalty: 3365.595215
	Iteration 48Q: 3 clusters Score -4772478 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -4772473.000000 Penalty: 3365.595215
	Iteration 49Q: 3 clusters Score -4772473 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -4772491.000000 Penalty: 3365.595215
	Iteration 50Q: 3 clusters Score -4772491 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -4772501.000000 Penalty: 3365.595215
	Iteration 51Q: 3 clusters Score -4772501 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -4772524.000000 Penalty: 3365.595215
	Iteration 52Q: 3 clusters Score -4772524 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -4772538.000000 Penalty: 3365.595215
	Iteration 53Q: 3 clusters Score -4772538 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -4772592.500000 Penalty: 3365.595215
	Iteration 54Q: 3 clusters Score -4772592 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -4772626.500000 Penalty: 3365.595215
	Iteration 55Q: 3 clusters Score -4772626 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -4772651.000000 Penalty: 3365.595215
	Iteration 56Q: 3 clusters Score -4772651 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -4772698.500000 Penalty: 3365.595215
	Iteration 57Q: 3 clusters Score -4772698 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -4772720.000000 Penalty: 3365.595215
	Iteration 58Q: 3 clusters Score -4772720 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -4772718.000000 Penalty: 3365.595215
	Iteration 59Q: 3 clusters Score -4772718 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -4772742.000000 Penalty: 3365.595215
	Iteration 60F: 3 clusters Score -4772742 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -4772749.000000 Penalty: 3365.595215
	Iteration 61Q: 3 clusters Score -4772749 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -4772755.500000 Penalty: 3365.595215
	Iteration 62Q: 3 clusters Score -4772756 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -4772777.000000 Penalty: 3365.595215
	Iteration 63Q: 3 clusters Score -4772777 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -4772778.500000 Penalty: 3365.595215
	Iteration 64Q: 3 clusters Score -4772778 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -4772790.000000 Penalty: 3365.595215
	Iteration 65Q: 3 clusters Score -4772790 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -4772785.000000 Penalty: 3365.595215
	Iteration 66Q: 3 clusters Score -4772785 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -4772769.000000 Penalty: 3365.595215
	Iteration 67Q: 3 clusters Score -4772769 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -4772797.500000 Penalty: 3365.595215
	Iteration 68Q: 3 clusters Score -4772798 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -4772827.500000 Penalty: 3365.595215
	Iteration 69Q: 3 clusters Score -4772828 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -4772831.000000 Penalty: 3365.595215
	Iteration 70Q: 3 clusters Score -4772831 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -4772868.500000 Penalty: 3365.595215
	Iteration 71Q: 3 clusters Score -4772868 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -4772882.500000 Penalty: 3365.595215
	Iteration 72Q: 3 clusters Score -4772882 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -4772956.500000 Penalty: 3365.595215
	Iteration 73Q: 3 clusters Score -4772956 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -4772967.500000 Penalty: 3365.595215
	Iteration 74Q: 3 clusters Score -4772968 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -4773076.000000 Penalty: 3365.595215
	Iteration 75Q: 3 clusters Score -4773076 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -4773130.000000 Penalty: 3365.595215
	Iteration 76Q: 3 clusters Score -4773130 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -4773200.000000 Penalty: 3365.595215
	Iteration 77Q: 3 clusters Score -4773200 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -4773295.500000 Penalty: 3365.595215
	Iteration 78Q: 3 clusters Score -4773296 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -4773388.000000 Penalty: 3365.595215
	Iteration 79Q: 3 clusters Score -4773388 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -4773420.500000 Penalty: 3365.595215
	Iteration 80F: 3 clusters Score -4773420 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -4773463.000000 Penalty: 3365.595215
	Iteration 81Q: 3 clusters Score -4773463 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -4773627.500000 Penalty: 3365.595215
	Iteration 82Q: 3 clusters Score -4773628 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -4773753.500000 Penalty: 3365.595215
	Iteration 83Q: 3 clusters Score -4773754 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -4773892.500000 Penalty: 3365.595215
	Iteration 84Q: 3 clusters Score -4773892 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -4773942.000000 Penalty: 3365.595215
	Iteration 85Q: 3 clusters Score -4773942 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -4774085.000000 Penalty: 3365.595215
	Iteration 86Q: 3 clusters Score -4774085 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -4774144.000000 Penalty: 3365.595215
	Iteration 87Q: 3 clusters Score -4774144 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -4774249.500000 Penalty: 3365.595215
	Iteration 88Q: 3 clusters Score -4774250 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -4774395.500000 Penalty: 3365.595215
	Iteration 89Q: 3 clusters Score -4774396 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -4774531.000000 Penalty: 3365.595215
	Iteration 90Q: 3 clusters Score -4774531 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -4774652.000000 Penalty: 3365.595215
	Iteration 91Q: 3 clusters Score -4774652 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -4774718.000000 Penalty: 3365.595215
	Iteration 92Q: 3 clusters Score -4774718 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -4774805.000000 Penalty: 3365.595215
	Iteration 93Q: 3 clusters Score -4774805 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -4774846.500000 Penalty: 3365.595215
	Iteration 94Q: 3 clusters Score -4774846 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -4774886.500000 Penalty: 3365.595215
	Iteration 95Q: 3 clusters Score -4774886 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -4774945.500000 Penalty: 3365.595215
	Iteration 96Q: 3 clusters Score -4774946 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -4774972.500000 Penalty: 3365.595215
	Iteration 97Q: 3 clusters Score -4774972 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -4775007.500000 Penalty: 3365.595215
	Iteration 98Q: 3 clusters Score -4775008 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -4775046.000000 Penalty: 3365.595215
	Iteration 99Q: 3 clusters Score -4775046 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4775098.000000 Penalty: 3365.595215
	Iteration 100F: 3 clusters Score -4775098 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4775135.000000 Penalty: 3365.595215
	Iteration 101Q: 3 clusters Score -4775135 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4775160.500000 Penalty: 3365.595215
	Iteration 102Q: 3 clusters Score -4775160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4775183.500000 Penalty: 3365.595215
	Iteration 103Q: 3 clusters Score -4775184 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4775211.000000 Penalty: 3365.595215
	Iteration 104Q: 3 clusters Score -4775211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4775215.000000 Penalty: 3365.595215
	Iteration 105Q: 3 clusters Score -4775215 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4775226.000000 Penalty: 3365.595215
	Iteration 106Q: 3 clusters Score -4775226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4775240.500000 Penalty: 3365.595215
	Iteration 107Q: 3 clusters Score -4775240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4775265.000000 Penalty: 3365.595215
	Iteration 108Q: 3 clusters Score -4775265 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -4775274.500000 Penalty: 3365.595215
	Iteration 109Q: 3 clusters Score -4775274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4775299.500000 Penalty: 3365.595215
	Iteration 110Q: 3 clusters Score -4775300 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -4775336.000000 Penalty: 3365.595215
	Iteration 111Q: 3 clusters Score -4775336 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4775376.500000 Penalty: 3365.595215
	Iteration 112Q: 3 clusters Score -4775376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4775419.000000 Penalty: 3365.595215
	Iteration 113Q: 3 clusters Score -4775419 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4775429.500000 Penalty: 3365.595215
	Iteration 114Q: 3 clusters Score -4775430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4775452.000000 Penalty: 3365.595215
	Iteration 115Q: 3 clusters Score -4775452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4775484.500000 Penalty: 3365.595215
	Iteration 116Q: 3 clusters Score -4775484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -4775507.500000 Penalty: 3365.595215
	Iteration 117Q: 3 clusters Score -4775508 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4775529.500000 Penalty: 3365.595215
	Iteration 118Q: 3 clusters Score -4775530 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4775562.500000 Penalty: 3365.595215
	Iteration 119Q: 3 clusters Score -4775562 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4775596.500000 Penalty: 3365.595215
	Iteration 120F: 3 clusters Score -4775596 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4775637.000000 Penalty: 3365.595215
	Iteration 121Q: 3 clusters Score -4775637 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4775663.000000 Penalty: 3365.595215
	Iteration 122Q: 3 clusters Score -4775663 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4775675.500000 Penalty: 3365.595215
	Iteration 123Q: 3 clusters Score -4775676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4775688.000000 Penalty: 3365.595215
	Iteration 124Q: 3 clusters Score -4775688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4775704.500000 Penalty: 3365.595215
	Iteration 125Q: 3 clusters Score -4775704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4775718.500000 Penalty: 3365.595215
	Iteration 126Q: 3 clusters Score -4775718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4775739.000000 Penalty: 3365.595215
	Iteration 127Q: 3 clusters Score -4775739 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4775758.500000 Penalty: 3365.595215
	Iteration 128Q: 3 clusters Score -4775758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -4775771.000000 Penalty: 3365.595215
	Iteration 129Q: 3 clusters Score -4775771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4775779.500000 Penalty: 3365.595215
	Iteration 130Q: 3 clusters Score -4775780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4775786.500000 Penalty: 3365.595215
	Iteration 131Q: 3 clusters Score -4775786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4775812.000000 Penalty: 3365.595215
	Iteration 132Q: 3 clusters Score -4775812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4775822.000000 Penalty: 3365.595215
	Iteration 133Q: 3 clusters Score -4775822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4775821.000000 Penalty: 3365.595215
	Iteration 134Q: 3 clusters Score -4775821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4775819.500000 Penalty: 3365.595215
	Iteration 135Q: 3 clusters Score -4775820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4775823.000000 Penalty: 3365.595215
	Iteration 136Q: 3 clusters Score -4775823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4775824.500000 Penalty: 3365.595215
	Iteration 137Q: 3 clusters Score -4775824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4775824.500000 Penalty: 3365.595215
	Iteration 138Q: 3 clusters Score -4775824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4775830.000000 Penalty: 3365.595215
	Iteration 139Q: 3 clusters Score -4775830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4775827.500000 Penalty: 3365.595215
	Iteration 140F: 3 clusters Score -4775828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4775823.500000 Penalty: 3365.595215
	Iteration 141Q: 3 clusters Score -4775824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4775821.500000 Penalty: 3365.595215
	Iteration 142Q: 3 clusters Score -4775822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4775826.000000 Penalty: 3365.595215
	Iteration 143Q: 3 clusters Score -4775826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4775826.500000 Penalty: 3365.595215
	Iteration 144Q: 3 clusters Score -4775826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4775827.000000 Penalty: 3365.595215
	Iteration 145Q: 3 clusters Score -4775827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4775825.500000 Penalty: 3365.595215
	Iteration 146Q: 3 clusters Score -4775826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4775832.500000 Penalty: 3365.595215
	Iteration 147Q: 3 clusters Score -4775832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4775838.500000 Penalty: 3365.595215
	Iteration 148Q: 3 clusters Score -4775838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4775840.500000 Penalty: 3365.595215
	Iteration 149Q: 3 clusters Score -4775840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4775836.500000 Penalty: 3365.595215
	Iteration 150Q: 3 clusters Score -4775836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4775836.000000 Penalty: 3365.595215
	Iteration 151Q: 3 clusters Score -4775836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4775840.500000 Penalty: 3365.595215
	Iteration 152Q: 3 clusters Score -4775840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4775843.500000 Penalty: 3365.595215
	Iteration 153Q: 3 clusters Score -4775844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4775849.000000 Penalty: 3365.595215
	Iteration 154Q: 3 clusters Score -4775849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4775846.500000 Penalty: 3365.595215
	Iteration 155Q: 3 clusters Score -4775846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4775848.500000 Penalty: 3365.595215
	Iteration 156Q: 3 clusters Score -4775848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4775848.500000 Penalty: 3365.595215
	Iteration 157F: 3 clusters Score -4775848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -133104.421875 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -133104.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -131646.750000 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -131646.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -132015.937500 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -132015.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -132245.328125 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -132245.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -132406.203125 Penalty: 2276.586670
	Iteration 3F: 3 clusters Score -132406.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -132562.468750 Penalty: 2276.586670
	Iteration 4F: 3 clusters Score -132562.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -132639.828125 Penalty: 2276.586670
	Iteration 5Q: 3 clusters Score -132639.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -132670.328125 Penalty: 2276.586670
	Iteration 6Q: 3 clusters Score -132670.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -132680.421875 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -132680.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -132688.171875 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -132688.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -132691.281250 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -132691.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -132692.078125 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -132692.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -132692.578125 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -132692.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -132692.578125 Penalty: 2276.586670
	Iteration 12F: 3 clusters Score -132692.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -221198.218750 Penalty: 1211.109619
	Iteration 0F: 2 clusters Score -221198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -219319.421875 Penalty: 2422.219238
	Iteration 0F: 3 clusters Score -219319.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -219757.125000 Penalty: 2422.219238
	Iteration 1F: 3 clusters Score -219757.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -219868.062500 Penalty: 2422.219238
	Iteration 2F: 3 clusters Score -219868.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -219931.234375 Penalty: 2422.219238
	Iteration 3F: 3 clusters Score -219931.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -219964.843750 Penalty: 2422.219238
	Iteration 4Q: 3 clusters Score -219964.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -220003.500000 Penalty: 2422.219238
	Iteration 5Q: 3 clusters Score -220003.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -220051.718750 Penalty: 2422.219238
	Iteration 6Q: 3 clusters Score -220051.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -220094.484375 Penalty: 2422.219238
	Iteration 7Q: 3 clusters Score -220094.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -220117.250000 Penalty: 2422.219238
	Iteration 8Q: 3 clusters Score -220117.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -220133.656250 Penalty: 2422.219238
	Iteration 9Q: 3 clusters Score -220133.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -220156.703125 Penalty: 2422.219238
	Iteration 10Q: 3 clusters Score -220156.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -220181.875000 Penalty: 2422.219238
	Iteration 11Q: 3 clusters Score -220181.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -220200.515625 Penalty: 2422.219238
	Iteration 12Q: 3 clusters Score -220200.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -220216.625000 Penalty: 2422.219238
	Iteration 13Q: 3 clusters Score -220216.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -220233.453125 Penalty: 2422.219238
	Iteration 14Q: 3 clusters Score -220233.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -220247.640625 Penalty: 2422.219238
	Iteration 15Q: 3 clusters Score -220247.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -220262.218750 Penalty: 2422.219238
	Iteration 16Q: 3 clusters Score -220262.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -220281.828125 Penalty: 2422.219238
	Iteration 17Q: 3 clusters Score -220281.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -220295.625000 Penalty: 2422.219238
	Iteration 18Q: 3 clusters Score -220295.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -220315.031250 Penalty: 2422.219238
	Iteration 19Q: 3 clusters Score -220315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -220335.296875 Penalty: 2422.219238
	Iteration 20F: 3 clusters Score -220335.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -220362.078125 Penalty: 2422.219238
	Iteration 21Q: 3 clusters Score -220362.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -220389.968750 Penalty: 2422.219238
	Iteration 22Q: 3 clusters Score -220390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -220423.390625 Penalty: 2422.219238
	Iteration 23Q: 3 clusters Score -220423.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -220457.578125 Penalty: 2422.219238
	Iteration 24Q: 3 clusters Score -220457.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -220478.765625 Penalty: 2422.219238
	Iteration 25Q: 3 clusters Score -220478.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -220503.734375 Penalty: 2422.219238
	Iteration 26Q: 3 clusters Score -220503.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -220521.812500 Penalty: 2422.219238
	Iteration 27Q: 3 clusters Score -220521.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -220550.390625 Penalty: 2422.219238
	Iteration 28Q: 3 clusters Score -220550.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -220580.406250 Penalty: 2422.219238
	Iteration 29Q: 3 clusters Score -220580.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -220601.593750 Penalty: 2422.219238
	Iteration 30Q: 3 clusters Score -220601.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -220614.171875 Penalty: 2422.219238
	Iteration 31Q: 3 clusters Score -220614.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -220626.109375 Penalty: 2422.219238
	Iteration 32Q: 3 clusters Score -220626.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -220636.859375 Penalty: 2422.219238
	Iteration 33Q: 3 clusters Score -220636.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -220643.015625 Penalty: 2422.219238
	Iteration 34Q: 3 clusters Score -220643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -220648.468750 Penalty: 2422.219238
	Iteration 35Q: 3 clusters Score -220648.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -220649.484375 Penalty: 2422.219238
	Iteration 36Q: 3 clusters Score -220649.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -220649.484375 Penalty: 2422.219238
	Iteration 37F: 3 clusters Score -220649.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Entering Unmasked Estep 
Score: -838245.687500 Penalty: 1415.395264
	Iteration 0F: 2 clusters Score -838245.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -833634.250000 Penalty: 2830.790527
	Iteration 0F: 3 clusters Score -833634.2 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -835049.250000 Penalty: 2830.790527
	Iteration 1F: 3 clusters Score -835049.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -835251.937500 Penalty: 2830.790527
	Iteration 2F: 3 clusters Score -835251.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -835419.125000 Penalty: 2830.790527
	Iteration 3F: 3 clusters Score -835419.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -835544.375000 Penalty: 2830.790527
	Iteration 4Q: 3 clusters Score -835544.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -835665.937500 Penalty: 2830.790527
	Iteration 5Q: 3 clusters Score -835665.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -835765.812500 Penalty: 2830.790527
	Iteration 6Q: 3 clusters Score -835765.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -835861.875000 Penalty: 2830.790527
	Iteration 7Q: 3 clusters Score -835861.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -835959.437500 Penalty: 2830.790527
	Iteration 8Q: 3 clusters Score -835959.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -836033.937500 Penalty: 2830.790527
	Iteration 9Q: 3 clusters Score -836033.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -836097.625000 Penalty: 2830.790527
	Iteration 10Q: 3 clusters Score -836097.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -836150.062500 Penalty: 2830.790527
	Iteration 11Q: 3 clusters Score -836150.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -836211.187500 Penalty: 2830.790527
	Iteration 12Q: 3 clusters Score -836211.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -836257.250000 Penalty: 2830.790527
	Iteration 13Q: 3 clusters Score -836257.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -836302.062500 Penalty: 2830.790527
	Iteration 14Q: 3 clusters Score -836302.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -836346.562500 Penalty: 2830.790527
	Iteration 15Q: 3 clusters Score -836346.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -836388.375000 Penalty: 2830.790527
	Iteration 16Q: 3 clusters Score -836388.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -836433.250000 Penalty: 2830.790527
	Iteration 17Q: 3 clusters Score -836433.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -836477.312500 Penalty: 2830.790527
	Iteration 18Q: 3 clusters Score -836477.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -836533.062500 Penalty: 2830.790527
	Iteration 19Q: 3 clusters Score -836533.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -836590.687500 Penalty: 2830.790527
	Iteration 20F: 3 clusters Score -836590.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -836635.000000 Penalty: 2830.790527
	Iteration 21Q: 3 clusters Score -836635 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -836688.250000 Penalty: 2830.790527
	Iteration 22Q: 3 clusters Score -836688.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -836734.562500 Penalty: 2830.790527
	Iteration 23Q: 3 clusters Score -836734.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -836775.562500 Penalty: 2830.790527
	Iteration 24Q: 3 clusters Score -836775.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -836815.562500 Penalty: 2830.790527
	Iteration 25Q: 3 clusters Score -836815.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -836856.312500 Penalty: 2830.790527
	Iteration 26Q: 3 clusters Score -836856.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -836880.437500 Penalty: 2830.790527
	Iteration 27Q: 3 clusters Score -836880.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -836901.937500 Penalty: 2830.790527
	Iteration 28Q: 3 clusters Score -836901.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -836925.500000 Penalty: 2830.790527
	Iteration 29Q: 3 clusters Score -836925.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -836941.312500 Penalty: 2830.790527
	Iteration 30Q: 3 clusters Score -836941.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -836955.000000 Penalty: 2830.790527
	Iteration 31Q: 3 clusters Score -836955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -836965.312500 Penalty: 2830.790527
	Iteration 32Q: 3 clusters Score -836965.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -836975.625000 Penalty: 2830.790527
	Iteration 33Q: 3 clusters Score -836975.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -836981.187500 Penalty: 2830.790527
	Iteration 34Q: 3 clusters Score -836981.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -836986.000000 Penalty: 2830.790527
	Iteration 35Q: 3 clusters Score -836986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -836990.375000 Penalty: 2830.790527
	Iteration 36Q: 3 clusters Score -836990.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -836991.812500 Penalty: 2830.790527
	Iteration 37Q: 3 clusters Score -836991.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -836993.875000 Penalty: 2830.790527
	Iteration 38Q: 3 clusters Score -836993.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -836994.437500 Penalty: 2830.790527
	Iteration 39Q: 3 clusters Score -836994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -836995.437500 Penalty: 2830.790527
	Iteration 40F: 3 clusters Score -836995.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -836996.687500 Penalty: 2830.790527
	Iteration 41Q: 3 clusters Score -836996.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -836996.875000 Penalty: 2830.790527
	Iteration 42Q: 3 clusters Score -836996.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -836999.125000 Penalty: 2830.790527
	Iteration 43Q: 3 clusters Score -836999.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -836999.812500 Penalty: 2830.790527
	Iteration 44Q: 3 clusters Score -836999.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -836999.812500 Penalty: 2830.790527
	Iteration 45F: 3 clusters Score -836999.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Entering Unmasked Estep 
Score: -1155545.750000 Penalty: 1456.180298
	Iteration 0F: 2 clusters Score -1155546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1149792.625000 Penalty: 2912.360596
	Iteration 0F: 3 clusters Score -1149793 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1151478.250000 Penalty: 2912.360596
	Iteration 1F: 3 clusters Score -1151478 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1151730.750000 Penalty: 2912.360596
	Iteration 2F: 3 clusters Score -1151731 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1151951.625000 Penalty: 2912.360596
	Iteration 3F: 3 clusters Score -1151952 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1152135.000000 Penalty: 2912.360596
	Iteration 4F: 3 clusters Score -1152135 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1152294.750000 Penalty: 2912.360596
	Iteration 5Q: 3 clusters Score -1152295 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1152416.625000 Penalty: 2912.360596
	Iteration 6Q: 3 clusters Score -1152417 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1152531.125000 Penalty: 2912.360596
	Iteration 7Q: 3 clusters Score -1152531 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1152620.000000 Penalty: 2912.360596
	Iteration 8Q: 3 clusters Score -1152620 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1152714.875000 Penalty: 2912.360596
	Iteration 9Q: 3 clusters Score -1152715 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1152806.625000 Penalty: 2912.360596
	Iteration 10Q: 3 clusters Score -1152807 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1152890.125000 Penalty: 2912.360596
	Iteration 11Q: 3 clusters Score -1152890 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1152977.250000 Penalty: 2912.360596
	Iteration 12Q: 3 clusters Score -1152977 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1153064.625000 Penalty: 2912.360596
	Iteration 13Q: 3 clusters Score -1153065 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1153161.500000 Penalty: 2912.360596
	Iteration 14Q: 3 clusters Score -1153162 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1153274.250000 Penalty: 2912.360596
	Iteration 15Q: 3 clusters Score -1153274 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1153381.375000 Penalty: 2912.360596
	Iteration 16Q: 3 clusters Score -1153381 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1153471.125000 Penalty: 2912.360596
	Iteration 17Q: 3 clusters Score -1153471 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1153534.625000 Penalty: 2912.360596
	Iteration 18Q: 3 clusters Score -1153535 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1153565.250000 Penalty: 2912.360596
	Iteration 19Q: 3 clusters Score -1153565 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1153583.125000 Penalty: 2912.360596
	Iteration 20F: 3 clusters Score -1153583 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1153604.250000 Penalty: 2912.360596
	Iteration 21Q: 3 clusters Score -1153604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1153614.375000 Penalty: 2912.360596
	Iteration 22Q: 3 clusters Score -1153614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1153624.750000 Penalty: 2912.360596
	Iteration 23Q: 3 clusters Score -1153625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1153634.125000 Penalty: 2912.360596
	Iteration 24Q: 3 clusters Score -1153634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1153647.375000 Penalty: 2912.360596
	Iteration 25Q: 3 clusters Score -1153647 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1153659.125000 Penalty: 2912.360596
	Iteration 26Q: 3 clusters Score -1153659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1153662.500000 Penalty: 2912.360596
	Iteration 27Q: 3 clusters Score -1153662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1153668.375000 Penalty: 2912.360596
	Iteration 28Q: 3 clusters Score -1153668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1153676.000000 Penalty: 2912.360596
	Iteration 29Q: 3 clusters Score -1153676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1153686.250000 Penalty: 2912.360596
	Iteration 30Q: 3 clusters Score -1153686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1153696.750000 Penalty: 2912.360596
	Iteration 31Q: 3 clusters Score -1153697 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1153713.375000 Penalty: 2912.360596
	Iteration 32Q: 3 clusters Score -1153713 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1153721.625000 Penalty: 2912.360596
	Iteration 33Q: 3 clusters Score -1153722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1153732.375000 Penalty: 2912.360596
	Iteration 34Q: 3 clusters Score -1153732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1153745.250000 Penalty: 2912.360596
	Iteration 35Q: 3 clusters Score -1153745 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1153751.750000 Penalty: 2912.360596
	Iteration 36Q: 3 clusters Score -1153752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1153761.625000 Penalty: 2912.360596
	Iteration 37Q: 3 clusters Score -1153762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1153773.250000 Penalty: 2912.360596
	Iteration 38Q: 3 clusters Score -1153773 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1153792.375000 Penalty: 2912.360596
	Iteration 39Q: 3 clusters Score -1153792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1153809.875000 Penalty: 2912.360596
	Iteration 40F: 3 clusters Score -1153810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1153825.625000 Penalty: 2912.360596
	Iteration 41Q: 3 clusters Score -1153826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1153838.000000 Penalty: 2912.360596
	Iteration 42Q: 3 clusters Score -1153838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1153845.125000 Penalty: 2912.360596
	Iteration 43Q: 3 clusters Score -1153845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1153855.875000 Penalty: 2912.360596
	Iteration 44Q: 3 clusters Score -1153856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1153862.875000 Penalty: 2912.360596
	Iteration 45Q: 3 clusters Score -1153863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1153873.000000 Penalty: 2912.360596
	Iteration 46Q: 3 clusters Score -1153873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1153879.375000 Penalty: 2912.360596
	Iteration 47Q: 3 clusters Score -1153879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1153882.125000 Penalty: 2912.360596
	Iteration 48Q: 3 clusters Score -1153882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1153885.125000 Penalty: 2912.360596
	Iteration 49Q: 3 clusters Score -1153885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1153889.250000 Penalty: 2912.360596
	Iteration 50Q: 3 clusters Score -1153889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1153895.250000 Penalty: 2912.360596
	Iteration 51Q: 3 clusters Score -1153895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1153897.000000 Penalty: 2912.360596
	Iteration 52Q: 3 clusters Score -1153897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1153902.375000 Penalty: 2912.360596
	Iteration 53Q: 3 clusters Score -1153902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1153905.125000 Penalty: 2912.360596
	Iteration 54Q: 3 clusters Score -1153905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1153906.000000 Penalty: 2912.360596
	Iteration 55Q: 3 clusters Score -1153906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1153913.250000 Penalty: 2912.360596
	Iteration 56Q: 3 clusters Score -1153913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1153916.875000 Penalty: 2912.360596
	Iteration 57Q: 3 clusters Score -1153917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1153918.500000 Penalty: 2912.360596
	Iteration 58Q: 3 clusters Score -1153918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1153918.500000 Penalty: 2912.360596
	Iteration 59Q: 3 clusters Score -1153918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1153923.500000 Penalty: 2912.360596
	Iteration 60F: 3 clusters Score -1153924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1153925.500000 Penalty: 2912.360596
	Iteration 61Q: 3 clusters Score -1153926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1153926.500000 Penalty: 2912.360596
	Iteration 62Q: 3 clusters Score -1153926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1153927.625000 Penalty: 2912.360596
	Iteration 63Q: 3 clusters Score -1153928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1153931.125000 Penalty: 2912.360596
	Iteration 64Q: 3 clusters Score -1153931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1153929.625000 Penalty: 2912.360596
	Iteration 65Q: 3 clusters Score -1153930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1153930.750000 Penalty: 2912.360596
	Iteration 66Q: 3 clusters Score -1153931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1153933.000000 Penalty: 2912.360596
	Iteration 67Q: 3 clusters Score -1153933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1153933.250000 Penalty: 2912.360596
	Iteration 68Q: 3 clusters Score -1153933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1153934.125000 Penalty: 2912.360596
	Iteration 69Q: 3 clusters Score -1153934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1153933.375000 Penalty: 2912.360596
	Iteration 70Q: 3 clusters Score -1153933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1153937.000000 Penalty: 2912.360596
	Iteration 71Q: 3 clusters Score -1153937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1153942.250000 Penalty: 2912.360596
	Iteration 72Q: 3 clusters Score -1153942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1153944.125000 Penalty: 2912.360596
	Iteration 73Q: 3 clusters Score -1153944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1153944.750000 Penalty: 2912.360596
	Iteration 74Q: 3 clusters Score -1153945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1153948.000000 Penalty: 2912.360596
	Iteration 75Q: 3 clusters Score -1153948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1153948.500000 Penalty: 2912.360596
	Iteration 76Q: 3 clusters Score -1153948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1153951.750000 Penalty: 2912.360596
	Iteration 77Q: 3 clusters Score -1153952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1153951.875000 Penalty: 2912.360596
	Iteration 78Q: 3 clusters Score -1153952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1153956.625000 Penalty: 2912.360596
	Iteration 79Q: 3 clusters Score -1153957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1153958.000000 Penalty: 2912.360596
	Iteration 80F: 3 clusters Score -1153958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1153964.000000 Penalty: 2912.360596
	Iteration 81Q: 3 clusters Score -1153964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1153961.375000 Penalty: 2912.360596
	Iteration 82Q: 3 clusters Score -1153961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1153963.000000 Penalty: 2912.360596
	Iteration 83Q: 3 clusters Score -1153963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1153963.875000 Penalty: 2912.360596
	Iteration 84Q: 3 clusters Score -1153964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1153963.625000 Penalty: 2912.360596
	Iteration 85Q: 3 clusters Score -1153964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1153968.750000 Penalty: 2912.360596
	Iteration 86Q: 3 clusters Score -1153969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1153969.375000 Penalty: 2912.360596
	Iteration 87Q: 3 clusters Score -1153969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1153970.750000 Penalty: 2912.360596
	Iteration 88Q: 3 clusters Score -1153971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1153974.750000 Penalty: 2912.360596
	Iteration 89Q: 3 clusters Score -1153975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1153979.750000 Penalty: 2912.360596
	Iteration 90Q: 3 clusters Score -1153980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1153981.625000 Penalty: 2912.360596
	Iteration 91Q: 3 clusters Score -1153982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1153983.500000 Penalty: 2912.360596
	Iteration 92Q: 3 clusters Score -1153984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1153985.375000 Penalty: 2912.360596
	Iteration 93Q: 3 clusters Score -1153985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1153991.125000 Penalty: 2912.360596
	Iteration 94Q: 3 clusters Score -1153991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1153995.500000 Penalty: 2912.360596
	Iteration 95Q: 3 clusters Score -1153996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1154001.875000 Penalty: 2912.360596
	Iteration 96Q: 3 clusters Score -1154002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1154015.500000 Penalty: 2912.360596
	Iteration 97Q: 3 clusters Score -1154016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1154022.125000 Penalty: 2912.360596
	Iteration 98Q: 3 clusters Score -1154022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1154030.375000 Penalty: 2912.360596
	Iteration 99Q: 3 clusters Score -1154030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1154033.375000 Penalty: 2912.360596
	Iteration 100F: 3 clusters Score -1154033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1154048.375000 Penalty: 2912.360596
	Iteration 101Q: 3 clusters Score -1154048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1154057.875000 Penalty: 2912.360596
	Iteration 102Q: 3 clusters Score -1154058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1154066.000000 Penalty: 2912.360596
	Iteration 103Q: 3 clusters Score -1154066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1154071.250000 Penalty: 2912.360596
	Iteration 104Q: 3 clusters Score -1154071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1154071.750000 Penalty: 2912.360596
	Iteration 105Q: 3 clusters Score -1154072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1154075.125000 Penalty: 2912.360596
	Iteration 106Q: 3 clusters Score -1154075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1154078.750000 Penalty: 2912.360596
	Iteration 107Q: 3 clusters Score -1154079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1154085.125000 Penalty: 2912.360596
	Iteration 108Q: 3 clusters Score -1154085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1154088.125000 Penalty: 2912.360596
	Iteration 109Q: 3 clusters Score -1154088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1154092.750000 Penalty: 2912.360596
	Iteration 110Q: 3 clusters Score -1154093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1154096.500000 Penalty: 2912.360596
	Iteration 111Q: 3 clusters Score -1154096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1154099.000000 Penalty: 2912.360596
	Iteration 112Q: 3 clusters Score -1154099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1154104.875000 Penalty: 2912.360596
	Iteration 113Q: 3 clusters Score -1154105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1154111.750000 Penalty: 2912.360596
	Iteration 114Q: 3 clusters Score -1154112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1154122.625000 Penalty: 2912.360596
	Iteration 115Q: 3 clusters Score -1154123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1154134.375000 Penalty: 2912.360596
	Iteration 116Q: 3 clusters Score -1154134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1154143.375000 Penalty: 2912.360596
	Iteration 117Q: 3 clusters Score -1154143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1154153.625000 Penalty: 2912.360596
	Iteration 118Q: 3 clusters Score -1154154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1154157.375000 Penalty: 2912.360596
	Iteration 119Q: 3 clusters Score -1154157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1154158.875000 Penalty: 2912.360596
	Iteration 120F: 3 clusters Score -1154159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1154160.375000 Penalty: 2912.360596
	Iteration 121Q: 3 clusters Score -1154160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1154162.625000 Penalty: 2912.360596
	Iteration 122Q: 3 clusters Score -1154163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1154164.875000 Penalty: 2912.360596
	Iteration 123Q: 3 clusters Score -1154165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1154163.625000 Penalty: 2912.360596
	Iteration 124Q: 3 clusters Score -1154164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1154164.125000 Penalty: 2912.360596
	Iteration 125Q: 3 clusters Score -1154164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1154165.250000 Penalty: 2912.360596
	Iteration 126Q: 3 clusters Score -1154165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1154163.875000 Penalty: 2912.360596
	Iteration 127Q: 3 clusters Score -1154164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1154164.000000 Penalty: 2912.360596
	Iteration 128Q: 3 clusters Score -1154164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1154165.500000 Penalty: 2912.360596
	Iteration 129Q: 3 clusters Score -1154166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1154165.500000 Penalty: 2912.360596
	Iteration 130F: 3 clusters Score -1154166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -626350.812500 Penalty: 1352.389038
	Iteration 0F: 2 clusters Score -626350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -622888.312500 Penalty: 2704.778076
	Iteration 0F: 3 clusters Score -622888.3 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -623817.500000 Penalty: 2704.778076
	Iteration 1F: 3 clusters Score -623817.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -623983.187500 Penalty: 2704.778076
	Iteration 2F: 3 clusters Score -623983.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -624087.937500 Penalty: 2704.778076
	Iteration 3F: 3 clusters Score -624087.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -624156.625000 Penalty: 2704.778076
	Iteration 4Q: 3 clusters Score -624156.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -624194.500000 Penalty: 2704.778076
	Iteration 5Q: 3 clusters Score -624194.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -624223.750000 Penalty: 2704.778076
	Iteration 6Q: 3 clusters Score -624223.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -624247.187500 Penalty: 2704.778076
	Iteration 7Q: 3 clusters Score -624247.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -624264.750000 Penalty: 2704.778076
	Iteration 8Q: 3 clusters Score -624264.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -624281.062500 Penalty: 2704.778076
	Iteration 9Q: 3 clusters Score -624281.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -624291.750000 Penalty: 2704.778076
	Iteration 10Q: 3 clusters Score -624291.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -624303.937500 Penalty: 2704.778076
	Iteration 11Q: 3 clusters Score -624303.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -624315.562500 Penalty: 2704.778076
	Iteration 12Q: 3 clusters Score -624315.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -624323.125000 Penalty: 2704.778076
	Iteration 13Q: 3 clusters Score -624323.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -624332.812500 Penalty: 2704.778076
	Iteration 14Q: 3 clusters Score -624332.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -624341.687500 Penalty: 2704.778076
	Iteration 15Q: 3 clusters Score -624341.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -624352.437500 Penalty: 2704.778076
	Iteration 16Q: 3 clusters Score -624352.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -624357.625000 Penalty: 2704.778076
	Iteration 17Q: 3 clusters Score -624357.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -624365.500000 Penalty: 2704.778076
	Iteration 18Q: 3 clusters Score -624365.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -624373.187500 Penalty: 2704.778076
	Iteration 19Q: 3 clusters Score -624373.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -624378.562500 Penalty: 2704.778076
	Iteration 20F: 3 clusters Score -624378.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -624385.875000 Penalty: 2704.778076
	Iteration 21Q: 3 clusters Score -624385.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -624393.000000 Penalty: 2704.778076
	Iteration 22Q: 3 clusters Score -624393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -624398.937500 Penalty: 2704.778076
	Iteration 23Q: 3 clusters Score -624398.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -624402.125000 Penalty: 2704.778076
	Iteration 24Q: 3 clusters Score -624402.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -624406.750000 Penalty: 2704.778076
	Iteration 25Q: 3 clusters Score -624406.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -624409.937500 Penalty: 2704.778076
	Iteration 26Q: 3 clusters Score -624409.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -624414.375000 Penalty: 2704.778076
	Iteration 27Q: 3 clusters Score -624414.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -624422.250000 Penalty: 2704.778076
	Iteration 28Q: 3 clusters Score -624422.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -624429.562500 Penalty: 2704.778076
	Iteration 29Q: 3 clusters Score -624429.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -624435.375000 Penalty: 2704.778076
	Iteration 30Q: 3 clusters Score -624435.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -624440.875000 Penalty: 2704.778076
	Iteration 31Q: 3 clusters Score -624440.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -624448.937500 Penalty: 2704.778076
	Iteration 32Q: 3 clusters Score -624448.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -624453.937500 Penalty: 2704.778076
	Iteration 33Q: 3 clusters Score -624453.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -624460.625000 Penalty: 2704.778076
	Iteration 34Q: 3 clusters Score -624460.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -624469.000000 Penalty: 2704.778076
	Iteration 35Q: 3 clusters Score -624469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -624482.312500 Penalty: 2704.778076
	Iteration 36Q: 3 clusters Score -624482.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -624495.125000 Penalty: 2704.778076
	Iteration 37Q: 3 clusters Score -624495.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -624504.812500 Penalty: 2704.778076
	Iteration 38Q: 3 clusters Score -624504.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -624522.750000 Penalty: 2704.778076
	Iteration 39Q: 3 clusters Score -624522.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -624547.937500 Penalty: 2704.778076
	Iteration 40F: 3 clusters Score -624547.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -624575.625000 Penalty: 2704.778076
	Iteration 41Q: 3 clusters Score -624575.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -624609.562500 Penalty: 2704.778076
	Iteration 42Q: 3 clusters Score -624609.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -624639.750000 Penalty: 2704.778076
	Iteration 43Q: 3 clusters Score -624639.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -624673.000000 Penalty: 2704.778076
	Iteration 44Q: 3 clusters Score -624673 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -624697.000000 Penalty: 2704.778076
	Iteration 45Q: 3 clusters Score -624697 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -624717.562500 Penalty: 2704.778076
	Iteration 46Q: 3 clusters Score -624717.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -624738.250000 Penalty: 2704.778076
	Iteration 47Q: 3 clusters Score -624738.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -624762.187500 Penalty: 2704.778076
	Iteration 48Q: 3 clusters Score -624762.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -624795.187500 Penalty: 2704.778076
	Iteration 49Q: 3 clusters Score -624795.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -624821.000000 Penalty: 2704.778076
	Iteration 50Q: 3 clusters Score -624821 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -624849.125000 Penalty: 2704.778076
	Iteration 51Q: 3 clusters Score -624849.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -624879.875000 Penalty: 2704.778076
	Iteration 52Q: 3 clusters Score -624879.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -624906.812500 Penalty: 2704.778076
	Iteration 53Q: 3 clusters Score -624906.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -624934.875000 Penalty: 2704.778076
	Iteration 54Q: 3 clusters Score -624934.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -624966.625000 Penalty: 2704.778076
	Iteration 55Q: 3 clusters Score -624966.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -625001.375000 Penalty: 2704.778076
	Iteration 56Q: 3 clusters Score -625001.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -625030.875000 Penalty: 2704.778076
	Iteration 57Q: 3 clusters Score -625030.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -625044.250000 Penalty: 2704.778076
	Iteration 58Q: 3 clusters Score -625044.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -625053.250000 Penalty: 2704.778076
	Iteration 59Q: 3 clusters Score -625053.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -625061.562500 Penalty: 2704.778076
	Iteration 60F: 3 clusters Score -625061.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -625064.250000 Penalty: 2704.778076
	Iteration 61Q: 3 clusters Score -625064.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -625071.125000 Penalty: 2704.778076
	Iteration 62Q: 3 clusters Score -625071.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -625077.687500 Penalty: 2704.778076
	Iteration 63Q: 3 clusters Score -625077.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -625081.625000 Penalty: 2704.778076
	Iteration 64Q: 3 clusters Score -625081.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -625082.625000 Penalty: 2704.778076
	Iteration 65Q: 3 clusters Score -625082.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -625082.625000 Penalty: 2704.778076
	Iteration 66F: 3 clusters Score -625082.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Entering Unmasked Estep 
Score: -141431.921875 Penalty: 1128.883667
	Iteration 0F: 2 clusters Score -141431.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -139975.437500 Penalty: 2257.767334
	Iteration 0F: 3 clusters Score -139975.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -140261.671875 Penalty: 2257.767334
	Iteration 1F: 3 clusters Score -140261.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -140364.937500 Penalty: 2257.767334
	Iteration 2F: 3 clusters Score -140364.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -140416.843750 Penalty: 2257.767334
	Iteration 3Q: 3 clusters Score -140416.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -140453.812500 Penalty: 2257.767334
	Iteration 4Q: 3 clusters Score -140453.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -140477.656250 Penalty: 2257.767334
	Iteration 5Q: 3 clusters Score -140477.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -140485.234375 Penalty: 2257.767334
	Iteration 6Q: 3 clusters Score -140485.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -140494.343750 Penalty: 2257.767334
	Iteration 7Q: 3 clusters Score -140494.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -140506.125000 Penalty: 2257.767334
	Iteration 8Q: 3 clusters Score -140506.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -140516.718750 Penalty: 2257.767334
	Iteration 9Q: 3 clusters Score -140516.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -140530.296875 Penalty: 2257.767334
	Iteration 10Q: 3 clusters Score -140530.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -140543.031250 Penalty: 2257.767334
	Iteration 11Q: 3 clusters Score -140543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -140553.984375 Penalty: 2257.767334
	Iteration 12Q: 3 clusters Score -140554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -140562.906250 Penalty: 2257.767334
	Iteration 13Q: 3 clusters Score -140562.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -140574.125000 Penalty: 2257.767334
	Iteration 14Q: 3 clusters Score -140574.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -140577.968750 Penalty: 2257.767334
	Iteration 15Q: 3 clusters Score -140578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -140580.953125 Penalty: 2257.767334
	Iteration 16Q: 3 clusters Score -140581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -140585.109375 Penalty: 2257.767334
	Iteration 17Q: 3 clusters Score -140585.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -140591.218750 Penalty: 2257.767334
	Iteration 18Q: 3 clusters Score -140591.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -140593.453125 Penalty: 2257.767334
	Iteration 19Q: 3 clusters Score -140593.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -140595.125000 Penalty: 2257.767334
	Iteration 20F: 3 clusters Score -140595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -140595.765625 Penalty: 2257.767334
	Iteration 21Q: 3 clusters Score -140595.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -140595.765625 Penalty: 2257.767334
	Iteration 22F: 3 clusters Score -140595.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -99592.414062 Penalty: 1094.757202
	Iteration 0F: 2 clusters Score -99592.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -98268.656250 Penalty: 2189.514404
	Iteration 0F: 3 clusters Score -98268.66 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -98577.570312 Penalty: 2189.514404
	Iteration 1F: 3 clusters Score -98577.57 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -98677.046875 Penalty: 2189.514404
	Iteration 2F: 3 clusters Score -98677.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -98720.117188 Penalty: 2189.514404
	Iteration 3Q: 3 clusters Score -98720.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -98755.445312 Penalty: 2189.514404
	Iteration 4Q: 3 clusters Score -98755.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -98792.210938 Penalty: 2189.514404
	Iteration 5Q: 3 clusters Score -98792.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -98835.601562 Penalty: 2189.514404
	Iteration 6Q: 3 clusters Score -98835.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -98885.656250 Penalty: 2189.514404
	Iteration 7Q: 3 clusters Score -98885.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -98951.679688 Penalty: 2189.514404
	Iteration 8Q: 3 clusters Score -98951.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -99025.109375 Penalty: 2189.514404
	Iteration 9Q: 3 clusters Score -99025.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -99111.359375 Penalty: 2189.514404
	Iteration 10Q: 3 clusters Score -99111.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -99212.687500 Penalty: 2189.514404
	Iteration 11Q: 3 clusters Score -99212.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -99271.421875 Penalty: 2189.514404
	Iteration 12Q: 3 clusters Score -99271.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -99294.015625 Penalty: 2189.514404
	Iteration 13Q: 3 clusters Score -99294.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -99310.601562 Penalty: 2189.514404
	Iteration 14Q: 3 clusters Score -99310.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -99319.281250 Penalty: 2189.514404
	Iteration 15Q: 3 clusters Score -99319.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -99324.664062 Penalty: 2189.514404
	Iteration 16Q: 3 clusters Score -99324.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -99327.500000 Penalty: 2189.514404
	Iteration 17Q: 3 clusters Score -99327.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99329.070312 Penalty: 2189.514404
	Iteration 18Q: 3 clusters Score -99329.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99330.117188 Penalty: 2189.514404
	Iteration 19F: 3 clusters Score -99330.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -99332.968750 Penalty: 2189.514404
	Iteration 20F: 3 clusters Score -99332.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -99334.609375 Penalty: 2189.514404
	Iteration 21Q: 3 clusters Score -99334.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -99334.609375 Penalty: 2189.514404
	Iteration 22F: 3 clusters Score -99334.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Entering Unmasked Estep 
Score: -375836.093750 Penalty: 1303.080078
	Iteration 0F: 2 clusters Score -375836.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -373118.437500 Penalty: 2606.160156
	Iteration 0F: 3 clusters Score -373118.4 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -373903.625000 Penalty: 2606.160156
	Iteration 1F: 3 clusters Score -373903.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -374175.218750 Penalty: 2606.160156
	Iteration 2F: 3 clusters Score -374175.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -374408.750000 Penalty: 2606.160156
	Iteration 3F: 3 clusters Score -374408.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -374733.718750 Penalty: 2606.160156
	Iteration 4F: 3 clusters Score -374733.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -375142.000000 Penalty: 2606.160156
	Iteration 5F: 3 clusters Score -375142 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -375467.937500 Penalty: 2606.160156
	Iteration 6F: 3 clusters Score -375467.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -375661.218750 Penalty: 2606.160156
	Iteration 7F: 3 clusters Score -375661.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -375764.750000 Penalty: 2606.160156
	Iteration 8Q: 3 clusters Score -375764.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -375808.000000 Penalty: 2606.160156
	Iteration 9Q: 3 clusters Score -375808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -375830.625000 Penalty: 2606.160156
	Iteration 10Q: 3 clusters Score -375830.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -375839.843750 Penalty: 2606.160156
	Iteration 11Q: 3 clusters Score -375839.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -375842.968750 Penalty: 2606.160156
	Iteration 12Q: 3 clusters Score -375843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -375843.843750 Penalty: 2606.160156
	Iteration 13Q: 3 clusters Score -375843.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -375845.093750 Penalty: 2606.160156
	Iteration 14Q: 3 clusters Score -375845.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -375844.750000 Penalty: 2606.160156
	Iteration 15Q: 3 clusters Score -375844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -375845.531250 Penalty: 2606.160156
	Iteration 16Q: 3 clusters Score -375845.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -375845.531250 Penalty: 2606.160156
	Iteration 17F: 3 clusters Score -375845.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10425 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 1162 members 
Mstep: Class 17 contains 24931 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12942 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 9506 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20418 members 
Mstep: Class 51 contains 998 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14049 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14649 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22648 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Mstep: Class 86 contains 1876 members 
Entering Unmasked Estep 
Score: -85934800.000000 Penalty: 185964.312500
Splitting cluster 16 changes total score from -85935576.000000 to -85934800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (24931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Entering Unmasked Estep 
Score: -3813185.000000 Penalty: 1645.128418
	Iteration 0F: 2 clusters Score -3813185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -3798573.000000 Penalty: 3290.256836
	Iteration 0F: 3 clusters Score -3798573 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3805166.750000 Penalty: 3290.256836
	Iteration 1F: 3 clusters Score -3805167 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3805881.000000 Penalty: 3290.256836
	Iteration 2F: 3 clusters Score -3805881 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -3806767.250000 Penalty: 3290.256836
	Iteration 3F: 3 clusters Score -3806767 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -3807805.250000 Penalty: 3290.256836
	Iteration 4F: 3 clusters Score -3807805 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -3808951.000000 Penalty: 3290.256836
	Iteration 5F: 3 clusters Score -3808951 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -3809920.750000 Penalty: 3290.256836
	Iteration 6F: 3 clusters Score -3809921 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -3810616.750000 Penalty: 3290.256836
	Iteration 7F: 3 clusters Score -3810617 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -3811062.500000 Penalty: 3290.256836
	Iteration 8Q: 3 clusters Score -3811062 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -3811342.250000 Penalty: 3290.256836
	Iteration 9Q: 3 clusters Score -3811342 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3811511.250000 Penalty: 3290.256836
	Iteration 10Q: 3 clusters Score -3811511 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -3811577.750000 Penalty: 3290.256836
	Iteration 11Q: 3 clusters Score -3811578 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -3811638.250000 Penalty: 3290.256836
	Iteration 12Q: 3 clusters Score -3811638 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -3811681.000000 Penalty: 3290.256836
	Iteration 13Q: 3 clusters Score -3811681 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3811718.500000 Penalty: 3290.256836
	Iteration 14Q: 3 clusters Score -3811718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -3811754.250000 Penalty: 3290.256836
	Iteration 15Q: 3 clusters Score -3811754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3811780.250000 Penalty: 3290.256836
	Iteration 16Q: 3 clusters Score -3811780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -3811805.250000 Penalty: 3290.256836
	Iteration 17Q: 3 clusters Score -3811805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -3811821.250000 Penalty: 3290.256836
	Iteration 18Q: 3 clusters Score -3811821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -3811838.750000 Penalty: 3290.256836
	Iteration 19Q: 3 clusters Score -3811839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3811841.750000 Penalty: 3290.256836
	Iteration 20F: 3 clusters Score -3811842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -3811845.250000 Penalty: 3290.256836
	Iteration 21Q: 3 clusters Score -3811845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -3811847.500000 Penalty: 3290.256836
	Iteration 22Q: 3 clusters Score -3811848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -3811860.750000 Penalty: 3290.256836
	Iteration 23Q: 3 clusters Score -3811861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -3811857.500000 Penalty: 3290.256836
	Iteration 24Q: 3 clusters Score -3811858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -3811865.000000 Penalty: 3290.256836
	Iteration 25Q: 3 clusters Score -3811865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3811868.250000 Penalty: 3290.256836
	Iteration 26Q: 3 clusters Score -3811868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3811869.250000 Penalty: 3290.256836
	Iteration 27Q: 3 clusters Score -3811869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -3811867.750000 Penalty: 3290.256836
	Iteration 28Q: 3 clusters Score -3811868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -3811869.250000 Penalty: 3290.256836
	Iteration 29Q: 3 clusters Score -3811869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -3811869.750000 Penalty: 3290.256836
	Iteration 30Q: 3 clusters Score -3811870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -3811871.500000 Penalty: 3290.256836
	Iteration 31Q: 3 clusters Score -3811872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3811872.750000 Penalty: 3290.256836
	Iteration 32Q: 3 clusters Score -3811873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3811872.750000 Penalty: 3290.256836
	Iteration 33F: 3 clusters Score -3811873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -188398.406250 Penalty: 1175.553833
	Iteration 0F: 2 clusters Score -188398.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -186718.687500 Penalty: 2351.107666
	Iteration 0F: 3 clusters Score -186718.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -187088.671875 Penalty: 2351.107666
	Iteration 1F: 3 clusters Score -187088.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -187198.234375 Penalty: 2351.107666
	Iteration 2F: 3 clusters Score -187198.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -187266.578125 Penalty: 2351.107666
	Iteration 3F: 3 clusters Score -187266.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -187331.234375 Penalty: 2351.107666
	Iteration 4Q: 3 clusters Score -187331.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -187390.765625 Penalty: 2351.107666
	Iteration 5Q: 3 clusters Score -187390.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -187446.000000 Penalty: 2351.107666
	Iteration 6Q: 3 clusters Score -187446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -187498.531250 Penalty: 2351.107666
	Iteration 7Q: 3 clusters Score -187498.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -187558.640625 Penalty: 2351.107666
	Iteration 8Q: 3 clusters Score -187558.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -187597.671875 Penalty: 2351.107666
	Iteration 9Q: 3 clusters Score -187597.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -187624.812500 Penalty: 2351.107666
	Iteration 10Q: 3 clusters Score -187624.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -187650.937500 Penalty: 2351.107666
	Iteration 11Q: 3 clusters Score -187650.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -187672.890625 Penalty: 2351.107666
	Iteration 12Q: 3 clusters Score -187672.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -187689.781250 Penalty: 2351.107666
	Iteration 13Q: 3 clusters Score -187689.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -187700.718750 Penalty: 2351.107666
	Iteration 14Q: 3 clusters Score -187700.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -187709.734375 Penalty: 2351.107666
	Iteration 15Q: 3 clusters Score -187709.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -187722.000000 Penalty: 2351.107666
	Iteration 16Q: 3 clusters Score -187722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -187727.500000 Penalty: 2351.107666
	Iteration 17Q: 3 clusters Score -187727.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -187730.156250 Penalty: 2351.107666
	Iteration 18Q: 3 clusters Score -187730.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -187732.953125 Penalty: 2351.107666
	Iteration 19Q: 3 clusters Score -187733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -187734.609375 Penalty: 2351.107666
	Iteration 20F: 3 clusters Score -187734.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -187736.781250 Penalty: 2351.107666
	Iteration 21Q: 3 clusters Score -187736.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -187739.453125 Penalty: 2351.107666
	Iteration 22Q: 3 clusters Score -187739.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -187742.015625 Penalty: 2351.107666
	Iteration 23Q: 3 clusters Score -187742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -187743.718750 Penalty: 2351.107666
	Iteration 24Q: 3 clusters Score -187743.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -187746.953125 Penalty: 2351.107666
	Iteration 25Q: 3 clusters Score -187747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -187747.984375 Penalty: 2351.107666
	Iteration 26Q: 3 clusters Score -187748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -187748.156250 Penalty: 2351.107666
	Iteration 27Q: 3 clusters Score -187748.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -187748.734375 Penalty: 2351.107666
	Iteration 28Q: 3 clusters Score -187748.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -187750.281250 Penalty: 2351.107666
	Iteration 29Q: 3 clusters Score -187750.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -187750.906250 Penalty: 2351.107666
	Iteration 30Q: 3 clusters Score -187750.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -187750.906250 Penalty: 2351.107666
	Iteration 31F: 3 clusters Score -187750.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -327312.187500 Penalty: 1270.560303
	Iteration 0F: 2 clusters Score -327312.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -324926.656250 Penalty: 2541.120605
	Iteration 0F: 3 clusters Score -324926.7 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -325545.968750 Penalty: 2541.120605
	Iteration 1F: 3 clusters Score -325546 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -325761.437500 Penalty: 2541.120605
	Iteration 2F: 3 clusters Score -325761.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -325968.000000 Penalty: 2541.120605
	Iteration 3F: 3 clusters Score -325968 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -326169.906250 Penalty: 2541.120605
	Iteration 4F: 3 clusters Score -326169.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -326316.968750 Penalty: 2541.120605
	Iteration 5F: 3 clusters Score -326317 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -326426.625000 Penalty: 2541.120605
	Iteration 6Q: 3 clusters Score -326426.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -326514.625000 Penalty: 2541.120605
	Iteration 7Q: 3 clusters Score -326514.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -326593.062500 Penalty: 2541.120605
	Iteration 8Q: 3 clusters Score -326593.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -326646.375000 Penalty: 2541.120605
	Iteration 9Q: 3 clusters Score -326646.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -326671.312500 Penalty: 2541.120605
	Iteration 10Q: 3 clusters Score -326671.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -326686.375000 Penalty: 2541.120605
	Iteration 11Q: 3 clusters Score -326686.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -326702.375000 Penalty: 2541.120605
	Iteration 12Q: 3 clusters Score -326702.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -326726.968750 Penalty: 2541.120605
	Iteration 13Q: 3 clusters Score -326727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -326735.781250 Penalty: 2541.120605
	Iteration 14Q: 3 clusters Score -326735.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -326743.375000 Penalty: 2541.120605
	Iteration 15Q: 3 clusters Score -326743.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -326750.093750 Penalty: 2541.120605
	Iteration 16Q: 3 clusters Score -326750.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -326754.500000 Penalty: 2541.120605
	Iteration 17Q: 3 clusters Score -326754.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -326756.625000 Penalty: 2541.120605
	Iteration 18Q: 3 clusters Score -326756.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -326758.062500 Penalty: 2541.120605
	Iteration 19Q: 3 clusters Score -326758.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -326760.000000 Penalty: 2541.120605
	Iteration 20F: 3 clusters Score -326760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -326760.468750 Penalty: 2541.120605
	Iteration 21Q: 3 clusters Score -326760.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -326760.468750 Penalty: 2541.120605
	Iteration 22F: 3 clusters Score -326760.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Entering Unmasked Estep 
Score: -2135368.750000 Penalty: 1550.729004
	Iteration 0F: 2 clusters Score -2135369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2125881.500000 Penalty: 3101.458008
	Iteration 0F: 3 clusters Score -2125882 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2129190.500000 Penalty: 3101.458008
	Iteration 1F: 3 clusters Score -2129190 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2129617.250000 Penalty: 3101.458008
	Iteration 2F: 3 clusters Score -2129617 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2130055.500000 Penalty: 3101.458008
	Iteration 3F: 3 clusters Score -2130056 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2130482.000000 Penalty: 3101.458008
	Iteration 4F: 3 clusters Score -2130482 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2130882.250000 Penalty: 3101.458008
	Iteration 5F: 3 clusters Score -2130882 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2131269.250000 Penalty: 3101.458008
	Iteration 6F: 3 clusters Score -2131269 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2131618.750000 Penalty: 3101.458008
	Iteration 7Q: 3 clusters Score -2131619 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2131975.250000 Penalty: 3101.458008
	Iteration 8Q: 3 clusters Score -2131975 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2132310.250000 Penalty: 3101.458008
	Iteration 9Q: 3 clusters Score -2132310 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2132611.750000 Penalty: 3101.458008
	Iteration 10Q: 3 clusters Score -2132612 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2132905.250000 Penalty: 3101.458008
	Iteration 11Q: 3 clusters Score -2132905 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2133185.250000 Penalty: 3101.458008
	Iteration 12Q: 3 clusters Score -2133185 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2133433.250000 Penalty: 3101.458008
	Iteration 13Q: 3 clusters Score -2133433 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2133599.500000 Penalty: 3101.458008
	Iteration 14Q: 3 clusters Score -2133600 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2133706.500000 Penalty: 3101.458008
	Iteration 15Q: 3 clusters Score -2133706 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2133786.000000 Penalty: 3101.458008
	Iteration 16Q: 3 clusters Score -2133786 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2133849.500000 Penalty: 3101.458008
	Iteration 17Q: 3 clusters Score -2133850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2133891.750000 Penalty: 3101.458008
	Iteration 18Q: 3 clusters Score -2133892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2133925.750000 Penalty: 3101.458008
	Iteration 19Q: 3 clusters Score -2133926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2133956.250000 Penalty: 3101.458008
	Iteration 20F: 3 clusters Score -2133956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2133989.000000 Penalty: 3101.458008
	Iteration 21Q: 3 clusters Score -2133989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2134021.250000 Penalty: 3101.458008
	Iteration 22Q: 3 clusters Score -2134021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2134033.250000 Penalty: 3101.458008
	Iteration 23Q: 3 clusters Score -2134033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2134045.000000 Penalty: 3101.458008
	Iteration 24Q: 3 clusters Score -2134045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2134054.750000 Penalty: 3101.458008
	Iteration 25Q: 3 clusters Score -2134055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2134060.250000 Penalty: 3101.458008
	Iteration 26Q: 3 clusters Score -2134060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2134062.500000 Penalty: 3101.458008
	Iteration 27Q: 3 clusters Score -2134062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2134063.000000 Penalty: 3101.458008
	Iteration 28Q: 3 clusters Score -2134063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2134063.000000 Penalty: 3101.458008
	Iteration 29Q: 3 clusters Score -2134063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2134066.750000 Penalty: 3101.458008
	Iteration 30Q: 3 clusters Score -2134067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2134065.750000 Penalty: 3101.458008
	Iteration 31Q: 3 clusters Score -2134066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2134065.750000 Penalty: 3101.458008
	Iteration 32F: 3 clusters Score -2134066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Entering Unmasked Estep 
Score: -724598.375000 Penalty: 1387.070557
	Iteration 0F: 2 clusters Score -724598.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -720579.187500 Penalty: 2774.141113
	Iteration 0F: 3 clusters Score -720579.2 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -721777.375000 Penalty: 2774.141113
	Iteration 1F: 3 clusters Score -721777.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -721986.437500 Penalty: 2774.141113
	Iteration 2F: 3 clusters Score -721986.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -722121.812500 Penalty: 2774.141113
	Iteration 3F: 3 clusters Score -722121.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -722258.437500 Penalty: 2774.141113
	Iteration 4Q: 3 clusters Score -722258.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -722373.437500 Penalty: 2774.141113
	Iteration 5Q: 3 clusters Score -722373.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -722458.250000 Penalty: 2774.141113
	Iteration 6Q: 3 clusters Score -722458.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -722537.687500 Penalty: 2774.141113
	Iteration 7Q: 3 clusters Score -722537.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -722611.437500 Penalty: 2774.141113
	Iteration 8Q: 3 clusters Score -722611.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -722682.062500 Penalty: 2774.141113
	Iteration 9Q: 3 clusters Score -722682.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -722756.000000 Penalty: 2774.141113
	Iteration 10Q: 3 clusters Score -722756 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -722841.375000 Penalty: 2774.141113
	Iteration 11Q: 3 clusters Score -722841.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -722940.750000 Penalty: 2774.141113
	Iteration 12Q: 3 clusters Score -722940.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -723042.187500 Penalty: 2774.141113
	Iteration 13Q: 3 clusters Score -723042.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -723134.500000 Penalty: 2774.141113
	Iteration 14Q: 3 clusters Score -723134.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -723205.750000 Penalty: 2774.141113
	Iteration 15Q: 3 clusters Score -723205.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -723284.562500 Penalty: 2774.141113
	Iteration 16Q: 3 clusters Score -723284.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -723355.875000 Penalty: 2774.141113
	Iteration 17Q: 3 clusters Score -723355.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -723414.000000 Penalty: 2774.141113
	Iteration 18Q: 3 clusters Score -723414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -723445.250000 Penalty: 2774.141113
	Iteration 19Q: 3 clusters Score -723445.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -723470.187500 Penalty: 2774.141113
	Iteration 20F: 3 clusters Score -723470.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -723487.625000 Penalty: 2774.141113
	Iteration 21Q: 3 clusters Score -723487.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -723510.687500 Penalty: 2774.141113
	Iteration 22Q: 3 clusters Score -723510.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -723530.062500 Penalty: 2774.141113
	Iteration 23Q: 3 clusters Score -723530.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -723546.687500 Penalty: 2774.141113
	Iteration 24Q: 3 clusters Score -723546.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -723556.875000 Penalty: 2774.141113
	Iteration 25Q: 3 clusters Score -723556.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -723564.812500 Penalty: 2774.141113
	Iteration 26Q: 3 clusters Score -723564.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -723569.875000 Penalty: 2774.141113
	Iteration 27Q: 3 clusters Score -723569.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -723575.125000 Penalty: 2774.141113
	Iteration 28Q: 3 clusters Score -723575.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -723582.312500 Penalty: 2774.141113
	Iteration 29Q: 3 clusters Score -723582.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -723589.187500 Penalty: 2774.141113
	Iteration 30Q: 3 clusters Score -723589.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -723598.250000 Penalty: 2774.141113
	Iteration 31Q: 3 clusters Score -723598.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -723601.437500 Penalty: 2774.141113
	Iteration 32Q: 3 clusters Score -723601.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -723605.375000 Penalty: 2774.141113
	Iteration 33Q: 3 clusters Score -723605.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -723608.312500 Penalty: 2774.141113
	Iteration 34Q: 3 clusters Score -723608.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -723610.000000 Penalty: 2774.141113
	Iteration 35Q: 3 clusters Score -723610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -723611.937500 Penalty: 2774.141113
	Iteration 36Q: 3 clusters Score -723611.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -723613.125000 Penalty: 2774.141113
	Iteration 37Q: 3 clusters Score -723613.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -723617.875000 Penalty: 2774.141113
	Iteration 38Q: 3 clusters Score -723617.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -723620.687500 Penalty: 2774.141113
	Iteration 39Q: 3 clusters Score -723620.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -723621.750000 Penalty: 2774.141113
	Iteration 40F: 3 clusters Score -723621.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -723625.312500 Penalty: 2774.141113
	Iteration 41Q: 3 clusters Score -723625.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -723626.500000 Penalty: 2774.141113
	Iteration 42Q: 3 clusters Score -723626.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -723628.812500 Penalty: 2774.141113
	Iteration 43Q: 3 clusters Score -723628.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -723629.937500 Penalty: 2774.141113
	Iteration 44Q: 3 clusters Score -723629.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -723629.937500 Penalty: 2774.141113
	Iteration 45F: 3 clusters Score -723629.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -281240.500000 Penalty: 1234.332153
	Iteration 0F: 2 clusters Score -281240.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -279171.406250 Penalty: 2468.664307
	Iteration 0F: 3 clusters Score -279171.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -279635.406250 Penalty: 2468.664307
	Iteration 1F: 3 clusters Score -279635.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -279757.750000 Penalty: 2468.664307
	Iteration 2F: 3 clusters Score -279757.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -279858.750000 Penalty: 2468.664307
	Iteration 3F: 3 clusters Score -279858.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -279929.218750 Penalty: 2468.664307
	Iteration 4Q: 3 clusters Score -279929.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -279972.031250 Penalty: 2468.664307
	Iteration 5Q: 3 clusters Score -279972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -280004.750000 Penalty: 2468.664307
	Iteration 6Q: 3 clusters Score -280004.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -280019.312500 Penalty: 2468.664307
	Iteration 7Q: 3 clusters Score -280019.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -280037.531250 Penalty: 2468.664307
	Iteration 8Q: 3 clusters Score -280037.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -280049.625000 Penalty: 2468.664307
	Iteration 9Q: 3 clusters Score -280049.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -280065.281250 Penalty: 2468.664307
	Iteration 10Q: 3 clusters Score -280065.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -280075.625000 Penalty: 2468.664307
	Iteration 11Q: 3 clusters Score -280075.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -280093.062500 Penalty: 2468.664307
	Iteration 12Q: 3 clusters Score -280093.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -280101.968750 Penalty: 2468.664307
	Iteration 13Q: 3 clusters Score -280102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -280108.156250 Penalty: 2468.664307
	Iteration 14Q: 3 clusters Score -280108.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -280112.375000 Penalty: 2468.664307
	Iteration 15Q: 3 clusters Score -280112.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -280115.468750 Penalty: 2468.664307
	Iteration 16Q: 3 clusters Score -280115.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -280119.468750 Penalty: 2468.664307
	Iteration 17Q: 3 clusters Score -280119.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -280124.281250 Penalty: 2468.664307
	Iteration 18Q: 3 clusters Score -280124.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -280128.250000 Penalty: 2468.664307
	Iteration 19Q: 3 clusters Score -280128.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -280134.656250 Penalty: 2468.664307
	Iteration 20F: 3 clusters Score -280134.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -280139.687500 Penalty: 2468.664307
	Iteration 21Q: 3 clusters Score -280139.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -280146.000000 Penalty: 2468.664307
	Iteration 22Q: 3 clusters Score -280146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -280150.500000 Penalty: 2468.664307
	Iteration 23Q: 3 clusters Score -280150.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -280154.218750 Penalty: 2468.664307
	Iteration 24Q: 3 clusters Score -280154.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -280155.875000 Penalty: 2468.664307
	Iteration 25Q: 3 clusters Score -280155.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -280157.250000 Penalty: 2468.664307
	Iteration 26Q: 3 clusters Score -280157.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -280158.562500 Penalty: 2468.664307
	Iteration 27Q: 3 clusters Score -280158.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -280160.500000 Penalty: 2468.664307
	Iteration 28Q: 3 clusters Score -280160.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -280164.218750 Penalty: 2468.664307
	Iteration 29Q: 3 clusters Score -280164.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -280169.406250 Penalty: 2468.664307
	Iteration 30Q: 3 clusters Score -280169.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -280173.218750 Penalty: 2468.664307
	Iteration 31Q: 3 clusters Score -280173.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -280177.656250 Penalty: 2468.664307
	Iteration 32Q: 3 clusters Score -280177.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -280182.968750 Penalty: 2468.664307
	Iteration 33Q: 3 clusters Score -280183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -280188.156250 Penalty: 2468.664307
	Iteration 34Q: 3 clusters Score -280188.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -280192.375000 Penalty: 2468.664307
	Iteration 35Q: 3 clusters Score -280192.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -280198.750000 Penalty: 2468.664307
	Iteration 36Q: 3 clusters Score -280198.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -280204.468750 Penalty: 2468.664307
	Iteration 37Q: 3 clusters Score -280204.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -280212.000000 Penalty: 2468.664307
	Iteration 38Q: 3 clusters Score -280212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -280220.937500 Penalty: 2468.664307
	Iteration 39Q: 3 clusters Score -280220.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -280230.781250 Penalty: 2468.664307
	Iteration 40F: 3 clusters Score -280230.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -280238.531250 Penalty: 2468.664307
	Iteration 41Q: 3 clusters Score -280238.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -280244.000000 Penalty: 2468.664307
	Iteration 42Q: 3 clusters Score -280244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -280245.750000 Penalty: 2468.664307
	Iteration 43Q: 3 clusters Score -280245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -280246.125000 Penalty: 2468.664307
	Iteration 44Q: 3 clusters Score -280246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -280246.250000 Penalty: 2468.664307
	Iteration 45Q: 3 clusters Score -280246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -280247.000000 Penalty: 2468.664307
	Iteration 46Q: 3 clusters Score -280247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -280247.500000 Penalty: 2468.664307
	Iteration 47Q: 3 clusters Score -280247.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -280248.250000 Penalty: 2468.664307
	Iteration 48Q: 3 clusters Score -280248.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -280249.343750 Penalty: 2468.664307
	Iteration 49Q: 3 clusters Score -280249.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -280249.750000 Penalty: 2468.664307
	Iteration 50Q: 3 clusters Score -280249.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -280250.218750 Penalty: 2468.664307
	Iteration 51Q: 3 clusters Score -280250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -280250.812500 Penalty: 2468.664307
	Iteration 52Q: 3 clusters Score -280250.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -280251.062500 Penalty: 2468.664307
	Iteration 53Q: 3 clusters Score -280251.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -280251.062500 Penalty: 2468.664307
	Iteration 54F: 3 clusters Score -280251.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Entering Unmasked Estep 
Score: -538720.500000 Penalty: 1341.740845
	Iteration 0F: 2 clusters Score -538720.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -535494.687500 Penalty: 2683.481689
	Iteration 0F: 3 clusters Score -535494.7 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -536628.062500 Penalty: 2683.481689
	Iteration 1F: 3 clusters Score -536628.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -537206.125000 Penalty: 2683.481689
	Iteration 2F: 3 clusters Score -537206.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -537668.937500 Penalty: 2683.481689
	Iteration 3F: 3 clusters Score -537668.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -537897.312500 Penalty: 2683.481689
	Iteration 4F: 3 clusters Score -537897.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -537985.625000 Penalty: 2683.481689
	Iteration 5Q: 3 clusters Score -537985.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -538035.250000 Penalty: 2683.481689
	Iteration 6Q: 3 clusters Score -538035.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -538064.562500 Penalty: 2683.481689
	Iteration 7Q: 3 clusters Score -538064.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -538078.937500 Penalty: 2683.481689
	Iteration 8Q: 3 clusters Score -538078.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -538092.437500 Penalty: 2683.481689
	Iteration 9Q: 3 clusters Score -538092.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -538104.250000 Penalty: 2683.481689
	Iteration 10Q: 3 clusters Score -538104.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -538113.000000 Penalty: 2683.481689
	Iteration 11Q: 3 clusters Score -538113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -538121.375000 Penalty: 2683.481689
	Iteration 12Q: 3 clusters Score -538121.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -538128.750000 Penalty: 2683.481689
	Iteration 13Q: 3 clusters Score -538128.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -538133.875000 Penalty: 2683.481689
	Iteration 14Q: 3 clusters Score -538133.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -538138.187500 Penalty: 2683.481689
	Iteration 15Q: 3 clusters Score -538138.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -538141.812500 Penalty: 2683.481689
	Iteration 16Q: 3 clusters Score -538141.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -538145.812500 Penalty: 2683.481689
	Iteration 17Q: 3 clusters Score -538145.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -538147.437500 Penalty: 2683.481689
	Iteration 18Q: 3 clusters Score -538147.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -538152.375000 Penalty: 2683.481689
	Iteration 19Q: 3 clusters Score -538152.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -538154.187500 Penalty: 2683.481689
	Iteration 20F: 3 clusters Score -538154.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -538155.437500 Penalty: 2683.481689
	Iteration 21Q: 3 clusters Score -538155.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -538158.500000 Penalty: 2683.481689
	Iteration 22Q: 3 clusters Score -538158.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -538163.687500 Penalty: 2683.481689
	Iteration 23Q: 3 clusters Score -538163.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -538166.187500 Penalty: 2683.481689
	Iteration 24Q: 3 clusters Score -538166.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -538167.000000 Penalty: 2683.481689
	Iteration 25Q: 3 clusters Score -538167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -538168.937500 Penalty: 2683.481689
	Iteration 26Q: 3 clusters Score -538168.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -538169.437500 Penalty: 2683.481689
	Iteration 27Q: 3 clusters Score -538169.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -538169.187500 Penalty: 2683.481689
	Iteration 28Q: 3 clusters Score -538169.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -538169.187500 Penalty: 2683.481689
	Iteration 29F: 3 clusters Score -538169.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -203822.156250 Penalty: 1185.777344
	Iteration 0F: 2 clusters Score -203822.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -202092.640625 Penalty: 2371.554688
	Iteration 0F: 3 clusters Score -202092.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -202478.500000 Penalty: 2371.554688
	Iteration 1F: 3 clusters Score -202478.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -202636.406250 Penalty: 2371.554688
	Iteration 2F: 3 clusters Score -202636.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -202762.906250 Penalty: 2371.554688
	Iteration 3F: 3 clusters Score -202762.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -202877.109375 Penalty: 2371.554688
	Iteration 4F: 3 clusters Score -202877.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -202975.281250 Penalty: 2371.554688
	Iteration 5F: 3 clusters Score -202975.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -203060.203125 Penalty: 2371.554688
	Iteration 6Q: 3 clusters Score -203060.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -203140.578125 Penalty: 2371.554688
	Iteration 7Q: 3 clusters Score -203140.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -203190.656250 Penalty: 2371.554688
	Iteration 8Q: 3 clusters Score -203190.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -203216.640625 Penalty: 2371.554688
	Iteration 9Q: 3 clusters Score -203216.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -203236.984375 Penalty: 2371.554688
	Iteration 10Q: 3 clusters Score -203237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -203258.140625 Penalty: 2371.554688
	Iteration 11Q: 3 clusters Score -203258.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -203276.718750 Penalty: 2371.554688
	Iteration 12Q: 3 clusters Score -203276.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -203289.031250 Penalty: 2371.554688
	Iteration 13Q: 3 clusters Score -203289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -203298.734375 Penalty: 2371.554688
	Iteration 14Q: 3 clusters Score -203298.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -203312.500000 Penalty: 2371.554688
	Iteration 15Q: 3 clusters Score -203312.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -203318.500000 Penalty: 2371.554688
	Iteration 16Q: 3 clusters Score -203318.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -203324.687500 Penalty: 2371.554688
	Iteration 17Q: 3 clusters Score -203324.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -203326.546875 Penalty: 2371.554688
	Iteration 18Q: 3 clusters Score -203326.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -203326.546875 Penalty: 2371.554688
	Iteration 19F: 3 clusters Score -203326.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Entering Unmasked Estep 
Score: -1655855.625000 Penalty: 1511.249756
	Iteration 0F: 2 clusters Score -1655856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1648186.125000 Penalty: 3022.499512
	Iteration 0F: 3 clusters Score -1648186 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1650779.125000 Penalty: 3022.499512
	Iteration 1F: 3 clusters Score -1650779 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1651063.875000 Penalty: 3022.499512
	Iteration 2F: 3 clusters Score -1651064 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1651290.750000 Penalty: 3022.499512
	Iteration 3Q: 3 clusters Score -1651291 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1651476.125000 Penalty: 3022.499512
	Iteration 4Q: 3 clusters Score -1651476 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1651662.125000 Penalty: 3022.499512
	Iteration 5Q: 3 clusters Score -1651662 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1651866.500000 Penalty: 3022.499512
	Iteration 6Q: 3 clusters Score -1651866 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1652092.000000 Penalty: 3022.499512
	Iteration 7Q: 3 clusters Score -1652092 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1652359.750000 Penalty: 3022.499512
	Iteration 8Q: 3 clusters Score -1652360 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1652633.750000 Penalty: 3022.499512
	Iteration 9Q: 3 clusters Score -1652634 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1652923.875000 Penalty: 3022.499512
	Iteration 10Q: 3 clusters Score -1652924 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1653179.375000 Penalty: 3022.499512
	Iteration 11Q: 3 clusters Score -1653179 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1653398.125000 Penalty: 3022.499512
	Iteration 12Q: 3 clusters Score -1653398 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1653564.250000 Penalty: 3022.499512
	Iteration 13Q: 3 clusters Score -1653564 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1653713.375000 Penalty: 3022.499512
	Iteration 14Q: 3 clusters Score -1653713 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1653894.000000 Penalty: 3022.499512
	Iteration 15Q: 3 clusters Score -1653894 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1654073.875000 Penalty: 3022.499512
	Iteration 16Q: 3 clusters Score -1654074 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1654264.000000 Penalty: 3022.499512
	Iteration 17Q: 3 clusters Score -1654264 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1654464.875000 Penalty: 3022.499512
	Iteration 18Q: 3 clusters Score -1654465 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1654591.750000 Penalty: 3022.499512
	Iteration 19Q: 3 clusters Score -1654592 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1654683.500000 Penalty: 3022.499512
	Iteration 20F: 3 clusters Score -1654684 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1654733.375000 Penalty: 3022.499512
	Iteration 21Q: 3 clusters Score -1654733 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1654766.500000 Penalty: 3022.499512
	Iteration 22Q: 3 clusters Score -1654766 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1654790.500000 Penalty: 3022.499512
	Iteration 23Q: 3 clusters Score -1654790 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1654807.750000 Penalty: 3022.499512
	Iteration 24Q: 3 clusters Score -1654808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1654815.500000 Penalty: 3022.499512
	Iteration 25Q: 3 clusters Score -1654816 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1654824.625000 Penalty: 3022.499512
	Iteration 26Q: 3 clusters Score -1654825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1654828.500000 Penalty: 3022.499512
	Iteration 27Q: 3 clusters Score -1654828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1654831.750000 Penalty: 3022.499512
	Iteration 28Q: 3 clusters Score -1654832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1654834.875000 Penalty: 3022.499512
	Iteration 29Q: 3 clusters Score -1654835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1654838.875000 Penalty: 3022.499512
	Iteration 30Q: 3 clusters Score -1654839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1654840.125000 Penalty: 3022.499512
	Iteration 31Q: 3 clusters Score -1654840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1654842.625000 Penalty: 3022.499512
	Iteration 32Q: 3 clusters Score -1654843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1654846.250000 Penalty: 3022.499512
	Iteration 33Q: 3 clusters Score -1654846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1654846.125000 Penalty: 3022.499512
	Iteration 34Q: 3 clusters Score -1654846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1654846.250000 Penalty: 3022.499512
	Iteration 35Q: 3 clusters Score -1654846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1654847.875000 Penalty: 3022.499512
	Iteration 36Q: 3 clusters Score -1654848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1654847.750000 Penalty: 3022.499512
	Iteration 37Q: 3 clusters Score -1654848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1654847.875000 Penalty: 3022.499512
	Iteration 38Q: 3 clusters Score -1654848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1654846.750000 Penalty: 3022.499512
	Iteration 39Q: 3 clusters Score -1654847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1654849.500000 Penalty: 3022.499512
	Iteration 40F: 3 clusters Score -1654850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1654848.000000 Penalty: 3022.499512
	Iteration 41Q: 3 clusters Score -1654848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1654849.625000 Penalty: 3022.499512
	Iteration 42Q: 3 clusters Score -1654850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1654850.875000 Penalty: 3022.499512
	Iteration 43Q: 3 clusters Score -1654851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1654848.375000 Penalty: 3022.499512
	Iteration 44Q: 3 clusters Score -1654848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1654848.125000 Penalty: 3022.499512
	Iteration 45Q: 3 clusters Score -1654848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1654848.625000 Penalty: 3022.499512
	Iteration 46Q: 3 clusters Score -1654849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1654847.750000 Penalty: 3022.499512
	Iteration 47Q: 3 clusters Score -1654848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1654846.375000 Penalty: 3022.499512
	Iteration 48Q: 3 clusters Score -1654846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1654847.875000 Penalty: 3022.499512
	Iteration 49Q: 3 clusters Score -1654848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1654851.875000 Penalty: 3022.499512
	Iteration 50Q: 3 clusters Score -1654852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1654852.000000 Penalty: 3022.499512
	Iteration 51Q: 3 clusters Score -1654852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1654851.625000 Penalty: 3022.499512
	Iteration 52Q: 3 clusters Score -1654852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1654853.625000 Penalty: 3022.499512
	Iteration 53Q: 3 clusters Score -1654854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1654851.750000 Penalty: 3022.499512
	Iteration 54Q: 3 clusters Score -1654852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1654853.750000 Penalty: 3022.499512
	Iteration 55Q: 3 clusters Score -1654854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1654854.500000 Penalty: 3022.499512
	Iteration 56Q: 3 clusters Score -1654854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1654856.250000 Penalty: 3022.499512
	Iteration 57Q: 3 clusters Score -1654856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1654852.875000 Penalty: 3022.499512
	Iteration 58Q: 3 clusters Score -1654853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1654852.875000 Penalty: 3022.499512
	Iteration 59F: 3 clusters Score -1654853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -166370.281250 Penalty: 1157.989136
	Iteration 0F: 2 clusters Score -166370.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -164780.156250 Penalty: 2315.978271
	Iteration 0F: 3 clusters Score -164780.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -165136.250000 Penalty: 2315.978271
	Iteration 1F: 3 clusters Score -165136.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -165250.250000 Penalty: 2315.978271
	Iteration 2F: 3 clusters Score -165250.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -165322.359375 Penalty: 2315.978271
	Iteration 3Q: 3 clusters Score -165322.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -165392.062500 Penalty: 2315.978271
	Iteration 4Q: 3 clusters Score -165392.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -165436.515625 Penalty: 2315.978271
	Iteration 5Q: 3 clusters Score -165436.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -165460.156250 Penalty: 2315.978271
	Iteration 6Q: 3 clusters Score -165460.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -165482.796875 Penalty: 2315.978271
	Iteration 7Q: 3 clusters Score -165482.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -165501.140625 Penalty: 2315.978271
	Iteration 8Q: 3 clusters Score -165501.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -165514.812500 Penalty: 2315.978271
	Iteration 9Q: 3 clusters Score -165514.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -165520.640625 Penalty: 2315.978271
	Iteration 10Q: 3 clusters Score -165520.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -165524.765625 Penalty: 2315.978271
	Iteration 11Q: 3 clusters Score -165524.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -165527.671875 Penalty: 2315.978271
	Iteration 12Q: 3 clusters Score -165527.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -165534.921875 Penalty: 2315.978271
	Iteration 13Q: 3 clusters Score -165534.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -165547.250000 Penalty: 2315.978271
	Iteration 14Q: 3 clusters Score -165547.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -165571.625000 Penalty: 2315.978271
	Iteration 15Q: 3 clusters Score -165571.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -165586.875000 Penalty: 2315.978271
	Iteration 16Q: 3 clusters Score -165586.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -165595.718750 Penalty: 2315.978271
	Iteration 17Q: 3 clusters Score -165595.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -165604.453125 Penalty: 2315.978271
	Iteration 18Q: 3 clusters Score -165604.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -165611.734375 Penalty: 2315.978271
	Iteration 19Q: 3 clusters Score -165611.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -165619.703125 Penalty: 2315.978271
	Iteration 20F: 3 clusters Score -165619.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -165624.406250 Penalty: 2315.978271
	Iteration 21Q: 3 clusters Score -165624.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -165631.703125 Penalty: 2315.978271
	Iteration 22Q: 3 clusters Score -165631.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -165638.000000 Penalty: 2315.978271
	Iteration 23Q: 3 clusters Score -165638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -165643.593750 Penalty: 2315.978271
	Iteration 24Q: 3 clusters Score -165643.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -165648.734375 Penalty: 2315.978271
	Iteration 25Q: 3 clusters Score -165648.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -165652.296875 Penalty: 2315.978271
	Iteration 26Q: 3 clusters Score -165652.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -165653.437500 Penalty: 2315.978271
	Iteration 27Q: 3 clusters Score -165653.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -165654.718750 Penalty: 2315.978271
	Iteration 28Q: 3 clusters Score -165654.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -165654.718750 Penalty: 2315.978271
	Iteration 29F: 3 clusters Score -165654.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -258177.984375 Penalty: 1241.363647
	Iteration 0F: 2 clusters Score -258178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -256069.078125 Penalty: 2482.727295
	Iteration 0F: 3 clusters Score -256069.1 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -256528.718750 Penalty: 2482.727295
	Iteration 1F: 3 clusters Score -256528.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -256656.781250 Penalty: 2482.727295
	Iteration 2F: 3 clusters Score -256656.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -256757.328125 Penalty: 2482.727295
	Iteration 3F: 3 clusters Score -256757.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -256886.187500 Penalty: 2482.727295
	Iteration 4Q: 3 clusters Score -256886.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -257044.453125 Penalty: 2482.727295
	Iteration 5F: 3 clusters Score -257044.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -257226.000000 Penalty: 2482.727295
	Iteration 6F: 3 clusters Score -257226 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -257505.156250 Penalty: 2482.727295
	Iteration 7F: 3 clusters Score -257505.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -257748.531250 Penalty: 2482.727295
	Iteration 8F: 3 clusters Score -257748.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -257916.656250 Penalty: 2482.727295
	Iteration 9F: 3 clusters Score -257916.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -258017.593750 Penalty: 2482.727295
	Iteration 10Q: 3 clusters Score -258017.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -258076.718750 Penalty: 2482.727295
	Iteration 11Q: 3 clusters Score -258076.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -258098.515625 Penalty: 2482.727295
	Iteration 12Q: 3 clusters Score -258098.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -258114.359375 Penalty: 2482.727295
	Iteration 13Q: 3 clusters Score -258114.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -258137.015625 Penalty: 2482.727295
	Iteration 14Q: 3 clusters Score -258137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -258155.812500 Penalty: 2482.727295
	Iteration 15Q: 3 clusters Score -258155.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -258167.406250 Penalty: 2482.727295
	Iteration 16Q: 3 clusters Score -258167.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -258171.656250 Penalty: 2482.727295
	Iteration 17Q: 3 clusters Score -258171.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -258172.203125 Penalty: 2482.727295
	Iteration 18Q: 3 clusters Score -258172.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -258172.203125 Penalty: 2482.727295
	Iteration 19F: 3 clusters Score -258172.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Entering Unmasked Estep 
Score: -1336468.375000 Penalty: 1486.296753
	Iteration 0F: 2 clusters Score -1336468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1329769.750000 Penalty: 2972.593506
	Iteration 0F: 3 clusters Score -1329770 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1331892.250000 Penalty: 2972.593506
	Iteration 1F: 3 clusters Score -1331892 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1332156.000000 Penalty: 2972.593506
	Iteration 2F: 3 clusters Score -1332156 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1332351.750000 Penalty: 2972.593506
	Iteration 3F: 3 clusters Score -1332352 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1332511.500000 Penalty: 2972.593506
	Iteration 4Q: 3 clusters Score -1332512 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1332670.125000 Penalty: 2972.593506
	Iteration 5Q: 3 clusters Score -1332670 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1332852.875000 Penalty: 2972.593506
	Iteration 6Q: 3 clusters Score -1332853 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1333048.625000 Penalty: 2972.593506
	Iteration 7Q: 3 clusters Score -1333049 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1333260.375000 Penalty: 2972.593506
	Iteration 8Q: 3 clusters Score -1333260 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1333517.625000 Penalty: 2972.593506
	Iteration 9Q: 3 clusters Score -1333518 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1333750.250000 Penalty: 2972.593506
	Iteration 10Q: 3 clusters Score -1333750 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1333987.500000 Penalty: 2972.593506
	Iteration 11Q: 3 clusters Score -1333988 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1334211.625000 Penalty: 2972.593506
	Iteration 12Q: 3 clusters Score -1334212 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1334426.250000 Penalty: 2972.593506
	Iteration 13Q: 3 clusters Score -1334426 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1334623.625000 Penalty: 2972.593506
	Iteration 14Q: 3 clusters Score -1334624 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1334776.000000 Penalty: 2972.593506
	Iteration 15Q: 3 clusters Score -1334776 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1334890.750000 Penalty: 2972.593506
	Iteration 16Q: 3 clusters Score -1334891 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1334961.500000 Penalty: 2972.593506
	Iteration 17Q: 3 clusters Score -1334962 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1334998.250000 Penalty: 2972.593506
	Iteration 18Q: 3 clusters Score -1334998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1335029.125000 Penalty: 2972.593506
	Iteration 19Q: 3 clusters Score -1335029 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1335055.750000 Penalty: 2972.593506
	Iteration 20F: 3 clusters Score -1335056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1335078.750000 Penalty: 2972.593506
	Iteration 21Q: 3 clusters Score -1335079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1335094.500000 Penalty: 2972.593506
	Iteration 22Q: 3 clusters Score -1335094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1335107.000000 Penalty: 2972.593506
	Iteration 23Q: 3 clusters Score -1335107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1335114.625000 Penalty: 2972.593506
	Iteration 24Q: 3 clusters Score -1335115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1335124.875000 Penalty: 2972.593506
	Iteration 25Q: 3 clusters Score -1335125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1335135.750000 Penalty: 2972.593506
	Iteration 26Q: 3 clusters Score -1335136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1335141.125000 Penalty: 2972.593506
	Iteration 27Q: 3 clusters Score -1335141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1335146.750000 Penalty: 2972.593506
	Iteration 28Q: 3 clusters Score -1335147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1335145.750000 Penalty: 2972.593506
	Iteration 29Q: 3 clusters Score -1335146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1335152.625000 Penalty: 2972.593506
	Iteration 30Q: 3 clusters Score -1335153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1335153.250000 Penalty: 2972.593506
	Iteration 31Q: 3 clusters Score -1335153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1335156.625000 Penalty: 2972.593506
	Iteration 32Q: 3 clusters Score -1335157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1335159.125000 Penalty: 2972.593506
	Iteration 33Q: 3 clusters Score -1335159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1335160.375000 Penalty: 2972.593506
	Iteration 34Q: 3 clusters Score -1335160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1335162.875000 Penalty: 2972.593506
	Iteration 35Q: 3 clusters Score -1335163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1335166.750000 Penalty: 2972.593506
	Iteration 36Q: 3 clusters Score -1335167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1335168.750000 Penalty: 2972.593506
	Iteration 37Q: 3 clusters Score -1335169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1335174.000000 Penalty: 2972.593506
	Iteration 38Q: 3 clusters Score -1335174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1335174.500000 Penalty: 2972.593506
	Iteration 39Q: 3 clusters Score -1335174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1335177.625000 Penalty: 2972.593506
	Iteration 40F: 3 clusters Score -1335178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1335181.875000 Penalty: 2972.593506
	Iteration 41Q: 3 clusters Score -1335182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1335185.000000 Penalty: 2972.593506
	Iteration 42Q: 3 clusters Score -1335185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1335188.125000 Penalty: 2972.593506
	Iteration 43Q: 3 clusters Score -1335188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1335188.750000 Penalty: 2972.593506
	Iteration 44Q: 3 clusters Score -1335189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1335189.500000 Penalty: 2972.593506
	Iteration 45Q: 3 clusters Score -1335190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1335189.750000 Penalty: 2972.593506
	Iteration 46Q: 3 clusters Score -1335190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1335189.750000 Penalty: 2972.593506
	Iteration 47F: 3 clusters Score -1335190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Entering Unmasked Estep 
Score: -2250560.750000 Penalty: 1559.208008
	Iteration 0F: 2 clusters Score -2250561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2240683.000000 Penalty: 3118.416016
	Iteration 0F: 3 clusters Score -2240683 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2244365.750000 Penalty: 3118.416016
	Iteration 1F: 3 clusters Score -2244366 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2244810.000000 Penalty: 3118.416016
	Iteration 2F: 3 clusters Score -2244810 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2245372.500000 Penalty: 3118.416016
	Iteration 3F: 3 clusters Score -2245372 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2245971.750000 Penalty: 3118.416016
	Iteration 4F: 3 clusters Score -2245972 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2246582.250000 Penalty: 3118.416016
	Iteration 5F: 3 clusters Score -2246582 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2247133.250000 Penalty: 3118.416016
	Iteration 6F: 3 clusters Score -2247133 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2247644.750000 Penalty: 3118.416016
	Iteration 7F: 3 clusters Score -2247645 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2248063.500000 Penalty: 3118.416016
	Iteration 8Q: 3 clusters Score -2248064 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2248389.750000 Penalty: 3118.416016
	Iteration 9Q: 3 clusters Score -2248390 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2248607.250000 Penalty: 3118.416016
	Iteration 10Q: 3 clusters Score -2248607 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2248773.500000 Penalty: 3118.416016
	Iteration 11Q: 3 clusters Score -2248774 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2248873.000000 Penalty: 3118.416016
	Iteration 12Q: 3 clusters Score -2248873 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2248942.500000 Penalty: 3118.416016
	Iteration 13Q: 3 clusters Score -2248942 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2249008.000000 Penalty: 3118.416016
	Iteration 14Q: 3 clusters Score -2249008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2249046.000000 Penalty: 3118.416016
	Iteration 15Q: 3 clusters Score -2249046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2249079.500000 Penalty: 3118.416016
	Iteration 16Q: 3 clusters Score -2249080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2249102.500000 Penalty: 3118.416016
	Iteration 17Q: 3 clusters Score -2249102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2249115.250000 Penalty: 3118.416016
	Iteration 18Q: 3 clusters Score -2249115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2249114.500000 Penalty: 3118.416016
	Iteration 19Q: 3 clusters Score -2249114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2249118.000000 Penalty: 3118.416016
	Iteration 20F: 3 clusters Score -2249118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2249117.500000 Penalty: 3118.416016
	Iteration 21Q: 3 clusters Score -2249118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2249119.750000 Penalty: 3118.416016
	Iteration 22Q: 3 clusters Score -2249120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2249122.750000 Penalty: 3118.416016
	Iteration 23Q: 3 clusters Score -2249123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2249122.750000 Penalty: 3118.416016
	Iteration 24Q: 3 clusters Score -2249123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2249127.250000 Penalty: 3118.416016
	Iteration 25Q: 3 clusters Score -2249127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2249130.500000 Penalty: 3118.416016
	Iteration 26Q: 3 clusters Score -2249130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2249133.500000 Penalty: 3118.416016
	Iteration 27Q: 3 clusters Score -2249134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2249133.500000 Penalty: 3118.416016
	Iteration 28F: 3 clusters Score -2249134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Entering Unmasked Estep 
Score: -555376.937500 Penalty: 1352.507446
	Iteration 0F: 2 clusters Score -555376.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -551948.562500 Penalty: 2705.014893
	Iteration 0F: 3 clusters Score -551948.6 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -552836.062500 Penalty: 2705.014893
	Iteration 1F: 3 clusters Score -552836.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -552989.187500 Penalty: 2705.014893
	Iteration 2F: 3 clusters Score -552989.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -553077.937500 Penalty: 2705.014893
	Iteration 3Q: 3 clusters Score -553077.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -553157.750000 Penalty: 2705.014893
	Iteration 4Q: 3 clusters Score -553157.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -553229.812500 Penalty: 2705.014893
	Iteration 5Q: 3 clusters Score -553229.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -553303.687500 Penalty: 2705.014893
	Iteration 6Q: 3 clusters Score -553303.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -553372.750000 Penalty: 2705.014893
	Iteration 7Q: 3 clusters Score -553372.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -553472.375000 Penalty: 2705.014893
	Iteration 8Q: 3 clusters Score -553472.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -553588.687500 Penalty: 2705.014893
	Iteration 9Q: 3 clusters Score -553588.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -553724.000000 Penalty: 2705.014893
	Iteration 10Q: 3 clusters Score -553724 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -553884.000000 Penalty: 2705.014893
	Iteration 11Q: 3 clusters Score -553884 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -554042.375000 Penalty: 2705.014893
	Iteration 12Q: 3 clusters Score -554042.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -554166.812500 Penalty: 2705.014893
	Iteration 13Q: 3 clusters Score -554166.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -554270.812500 Penalty: 2705.014893
	Iteration 14Q: 3 clusters Score -554270.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -554370.312500 Penalty: 2705.014893
	Iteration 15Q: 3 clusters Score -554370.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -554445.812500 Penalty: 2705.014893
	Iteration 16Q: 3 clusters Score -554445.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -554509.312500 Penalty: 2705.014893
	Iteration 17Q: 3 clusters Score -554509.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -554563.875000 Penalty: 2705.014893
	Iteration 18Q: 3 clusters Score -554563.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -554607.437500 Penalty: 2705.014893
	Iteration 19Q: 3 clusters Score -554607.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -554640.562500 Penalty: 2705.014893
	Iteration 20F: 3 clusters Score -554640.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -554665.062500 Penalty: 2705.014893
	Iteration 21Q: 3 clusters Score -554665.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -554679.312500 Penalty: 2705.014893
	Iteration 22Q: 3 clusters Score -554679.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -554691.062500 Penalty: 2705.014893
	Iteration 23Q: 3 clusters Score -554691.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -554696.562500 Penalty: 2705.014893
	Iteration 24Q: 3 clusters Score -554696.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -554705.625000 Penalty: 2705.014893
	Iteration 25Q: 3 clusters Score -554705.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -554710.687500 Penalty: 2705.014893
	Iteration 26Q: 3 clusters Score -554710.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -554713.312500 Penalty: 2705.014893
	Iteration 27Q: 3 clusters Score -554713.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -554719.187500 Penalty: 2705.014893
	Iteration 28Q: 3 clusters Score -554719.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -554727.812500 Penalty: 2705.014893
	Iteration 29Q: 3 clusters Score -554727.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -554734.562500 Penalty: 2705.014893
	Iteration 30Q: 3 clusters Score -554734.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -554738.625000 Penalty: 2705.014893
	Iteration 31Q: 3 clusters Score -554738.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -554744.437500 Penalty: 2705.014893
	Iteration 32Q: 3 clusters Score -554744.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -554747.500000 Penalty: 2705.014893
	Iteration 33Q: 3 clusters Score -554747.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -554751.187500 Penalty: 2705.014893
	Iteration 34Q: 3 clusters Score -554751.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -554754.312500 Penalty: 2705.014893
	Iteration 35Q: 3 clusters Score -554754.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -554756.125000 Penalty: 2705.014893
	Iteration 36Q: 3 clusters Score -554756.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -554758.375000 Penalty: 2705.014893
	Iteration 37Q: 3 clusters Score -554758.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -554760.312500 Penalty: 2705.014893
	Iteration 38Q: 3 clusters Score -554760.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -554761.500000 Penalty: 2705.014893
	Iteration 39Q: 3 clusters Score -554761.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -554764.812500 Penalty: 2705.014893
	Iteration 40F: 3 clusters Score -554764.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -554767.437500 Penalty: 2705.014893
	Iteration 41Q: 3 clusters Score -554767.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -554768.625000 Penalty: 2705.014893
	Iteration 42Q: 3 clusters Score -554768.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -554769.000000 Penalty: 2705.014893
	Iteration 43Q: 3 clusters Score -554769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -554769.125000 Penalty: 2705.014893
	Iteration 44Q: 3 clusters Score -554769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -554770.125000 Penalty: 2705.014893
	Iteration 45Q: 3 clusters Score -554770.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -554769.875000 Penalty: 2705.014893
	Iteration 46Q: 3 clusters Score -554769.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -554771.500000 Penalty: 2705.014893
	Iteration 47Q: 3 clusters Score -554771.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -554771.812500 Penalty: 2705.014893
	Iteration 48Q: 3 clusters Score -554771.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -554774.812500 Penalty: 2705.014893
	Iteration 49Q: 3 clusters Score -554774.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -554774.875000 Penalty: 2705.014893
	Iteration 50Q: 3 clusters Score -554774.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -554775.937500 Penalty: 2705.014893
	Iteration 51Q: 3 clusters Score -554775.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -554775.125000 Penalty: 2705.014893
	Iteration 52Q: 3 clusters Score -554775.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -554776.125000 Penalty: 2705.014893
	Iteration 53Q: 3 clusters Score -554776.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -554776.562500 Penalty: 2705.014893
	Iteration 54Q: 3 clusters Score -554776.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -554778.312500 Penalty: 2705.014893
	Iteration 55Q: 3 clusters Score -554778.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -554778.437500 Penalty: 2705.014893
	Iteration 56Q: 3 clusters Score -554778.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -554779.625000 Penalty: 2705.014893
	Iteration 57Q: 3 clusters Score -554779.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -554781.000000 Penalty: 2705.014893
	Iteration 58Q: 3 clusters Score -554781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -554783.187500 Penalty: 2705.014893
	Iteration 59Q: 3 clusters Score -554783.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -554783.562500 Penalty: 2705.014893
	Iteration 60F: 3 clusters Score -554783.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -554787.500000 Penalty: 2705.014893
	Iteration 61Q: 3 clusters Score -554787.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -554787.437500 Penalty: 2705.014893
	Iteration 62Q: 3 clusters Score -554787.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -554788.812500 Penalty: 2705.014893
	Iteration 63Q: 3 clusters Score -554788.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -554790.937500 Penalty: 2705.014893
	Iteration 64Q: 3 clusters Score -554790.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -554791.437500 Penalty: 2705.014893
	Iteration 65Q: 3 clusters Score -554791.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -554790.875000 Penalty: 2705.014893
	Iteration 66Q: 3 clusters Score -554790.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -554792.437500 Penalty: 2705.014893
	Iteration 67Q: 3 clusters Score -554792.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -554793.500000 Penalty: 2705.014893
	Iteration 68Q: 3 clusters Score -554793.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -554793.312500 Penalty: 2705.014893
	Iteration 69Q: 3 clusters Score -554793.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -554793.375000 Penalty: 2705.014893
	Iteration 70Q: 3 clusters Score -554793.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -554793.375000 Penalty: 2705.014893
	Iteration 71F: 3 clusters Score -554793.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Entering Unmasked Estep 
Score: -402166.375000 Penalty: 1302.866089
	Iteration 0F: 2 clusters Score -402166.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -399423.781250 Penalty: 2605.732178
	Iteration 0F: 3 clusters Score -399423.8 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -400165.250000 Penalty: 2605.732178
	Iteration 1F: 3 clusters Score -400165.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -400347.468750 Penalty: 2605.732178
	Iteration 2F: 3 clusters Score -400347.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -400484.531250 Penalty: 2605.732178
	Iteration 3F: 3 clusters Score -400484.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -400589.156250 Penalty: 2605.732178
	Iteration 4F: 3 clusters Score -400589.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -400672.125000 Penalty: 2605.732178
	Iteration 5Q: 3 clusters Score -400672.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -400737.562500 Penalty: 2605.732178
	Iteration 6Q: 3 clusters Score -400737.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -400776.093750 Penalty: 2605.732178
	Iteration 7Q: 3 clusters Score -400776.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -400809.656250 Penalty: 2605.732178
	Iteration 8Q: 3 clusters Score -400809.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -400842.000000 Penalty: 2605.732178
	Iteration 9Q: 3 clusters Score -400842 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -400877.437500 Penalty: 2605.732178
	Iteration 10Q: 3 clusters Score -400877.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -400904.875000 Penalty: 2605.732178
	Iteration 11Q: 3 clusters Score -400904.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -400923.562500 Penalty: 2605.732178
	Iteration 12Q: 3 clusters Score -400923.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -400942.406250 Penalty: 2605.732178
	Iteration 13Q: 3 clusters Score -400942.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -400955.406250 Penalty: 2605.732178
	Iteration 14Q: 3 clusters Score -400955.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -400965.437500 Penalty: 2605.732178
	Iteration 15Q: 3 clusters Score -400965.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -400972.468750 Penalty: 2605.732178
	Iteration 16Q: 3 clusters Score -400972.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -400982.156250 Penalty: 2605.732178
	Iteration 17Q: 3 clusters Score -400982.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -400987.906250 Penalty: 2605.732178
	Iteration 18Q: 3 clusters Score -400987.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -400997.375000 Penalty: 2605.732178
	Iteration 19Q: 3 clusters Score -400997.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -401009.000000 Penalty: 2605.732178
	Iteration 20F: 3 clusters Score -401009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -401017.718750 Penalty: 2605.732178
	Iteration 21Q: 3 clusters Score -401017.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -401024.125000 Penalty: 2605.732178
	Iteration 22Q: 3 clusters Score -401024.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -401030.281250 Penalty: 2605.732178
	Iteration 23Q: 3 clusters Score -401030.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -401035.906250 Penalty: 2605.732178
	Iteration 24Q: 3 clusters Score -401035.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -401039.437500 Penalty: 2605.732178
	Iteration 25Q: 3 clusters Score -401039.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -401042.437500 Penalty: 2605.732178
	Iteration 26Q: 3 clusters Score -401042.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -401047.687500 Penalty: 2605.732178
	Iteration 27Q: 3 clusters Score -401047.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -401050.968750 Penalty: 2605.732178
	Iteration 28Q: 3 clusters Score -401051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -401054.281250 Penalty: 2605.732178
	Iteration 29Q: 3 clusters Score -401054.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -401057.718750 Penalty: 2605.732178
	Iteration 30Q: 3 clusters Score -401057.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -401061.187500 Penalty: 2605.732178
	Iteration 31Q: 3 clusters Score -401061.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -401069.687500 Penalty: 2605.732178
	Iteration 32Q: 3 clusters Score -401069.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -401079.468750 Penalty: 2605.732178
	Iteration 33Q: 3 clusters Score -401079.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -401088.968750 Penalty: 2605.732178
	Iteration 34Q: 3 clusters Score -401089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -401097.562500 Penalty: 2605.732178
	Iteration 35Q: 3 clusters Score -401097.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -401108.937500 Penalty: 2605.732178
	Iteration 36Q: 3 clusters Score -401108.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -401120.625000 Penalty: 2605.732178
	Iteration 37Q: 3 clusters Score -401120.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -401140.500000 Penalty: 2605.732178
	Iteration 38Q: 3 clusters Score -401140.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -401166.125000 Penalty: 2605.732178
	Iteration 39Q: 3 clusters Score -401166.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -401196.125000 Penalty: 2605.732178
	Iteration 40F: 3 clusters Score -401196.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -401222.593750 Penalty: 2605.732178
	Iteration 41Q: 3 clusters Score -401222.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -401249.625000 Penalty: 2605.732178
	Iteration 42Q: 3 clusters Score -401249.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -401272.781250 Penalty: 2605.732178
	Iteration 43Q: 3 clusters Score -401272.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -401294.093750 Penalty: 2605.732178
	Iteration 44Q: 3 clusters Score -401294.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -401310.375000 Penalty: 2605.732178
	Iteration 45Q: 3 clusters Score -401310.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -401329.437500 Penalty: 2605.732178
	Iteration 46Q: 3 clusters Score -401329.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -401351.281250 Penalty: 2605.732178
	Iteration 47Q: 3 clusters Score -401351.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -401377.375000 Penalty: 2605.732178
	Iteration 48Q: 3 clusters Score -401377.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -401408.750000 Penalty: 2605.732178
	Iteration 49Q: 3 clusters Score -401408.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -401445.093750 Penalty: 2605.732178
	Iteration 50Q: 3 clusters Score -401445.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -401478.750000 Penalty: 2605.732178
	Iteration 51Q: 3 clusters Score -401478.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -401505.843750 Penalty: 2605.732178
	Iteration 52Q: 3 clusters Score -401505.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -401527.906250 Penalty: 2605.732178
	Iteration 53Q: 3 clusters Score -401527.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -401553.468750 Penalty: 2605.732178
	Iteration 54Q: 3 clusters Score -401553.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -401569.250000 Penalty: 2605.732178
	Iteration 55Q: 3 clusters Score -401569.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -401585.656250 Penalty: 2605.732178
	Iteration 56Q: 3 clusters Score -401585.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -401596.250000 Penalty: 2605.732178
	Iteration 57Q: 3 clusters Score -401596.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -401605.281250 Penalty: 2605.732178
	Iteration 58Q: 3 clusters Score -401605.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -401615.093750 Penalty: 2605.732178
	Iteration 59Q: 3 clusters Score -401615.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -401623.468750 Penalty: 2605.732178
	Iteration 60F: 3 clusters Score -401623.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -401628.125000 Penalty: 2605.732178
	Iteration 61Q: 3 clusters Score -401628.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -401633.531250 Penalty: 2605.732178
	Iteration 62Q: 3 clusters Score -401633.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -401637.312500 Penalty: 2605.732178
	Iteration 63Q: 3 clusters Score -401637.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -401644.718750 Penalty: 2605.732178
	Iteration 64Q: 3 clusters Score -401644.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -401650.156250 Penalty: 2605.732178
	Iteration 65Q: 3 clusters Score -401650.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -401653.312500 Penalty: 2605.732178
	Iteration 66Q: 3 clusters Score -401653.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -401655.125000 Penalty: 2605.732178
	Iteration 67Q: 3 clusters Score -401655.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -401656.437500 Penalty: 2605.732178
	Iteration 68Q: 3 clusters Score -401656.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -401660.656250 Penalty: 2605.732178
	Iteration 69Q: 3 clusters Score -401660.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -401660.968750 Penalty: 2605.732178
	Iteration 70Q: 3 clusters Score -401661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -401663.000000 Penalty: 2605.732178
	Iteration 71Q: 3 clusters Score -401663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -401663.156250 Penalty: 2605.732178
	Iteration 72Q: 3 clusters Score -401663.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -401664.031250 Penalty: 2605.732178
	Iteration 73Q: 3 clusters Score -401664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -401664.625000 Penalty: 2605.732178
	Iteration 74Q: 3 clusters Score -401664.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -401665.125000 Penalty: 2605.732178
	Iteration 75Q: 3 clusters Score -401665.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -401665.125000 Penalty: 2605.732178
	Iteration 76F: 3 clusters Score -401665.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Entering Unmasked Estep 
Score: -374211.593750 Penalty: 1290.576172
	Iteration 0F: 2 clusters Score -374211.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -371579.312500 Penalty: 2581.152344
	Iteration 0F: 3 clusters Score -371579.3 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -372189.906250 Penalty: 2581.152344
	Iteration 1F: 3 clusters Score -372189.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -372330.531250 Penalty: 2581.152344
	Iteration 2F: 3 clusters Score -372330.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -372426.031250 Penalty: 2581.152344
	Iteration 3F: 3 clusters Score -372426 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -372509.468750 Penalty: 2581.152344
	Iteration 4Q: 3 clusters Score -372509.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -372606.156250 Penalty: 2581.152344
	Iteration 5Q: 3 clusters Score -372606.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -372691.593750 Penalty: 2581.152344
	Iteration 6Q: 3 clusters Score -372691.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -372739.781250 Penalty: 2581.152344
	Iteration 7Q: 3 clusters Score -372739.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -372781.187500 Penalty: 2581.152344
	Iteration 8Q: 3 clusters Score -372781.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -372827.343750 Penalty: 2581.152344
	Iteration 9Q: 3 clusters Score -372827.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -372865.125000 Penalty: 2581.152344
	Iteration 10Q: 3 clusters Score -372865.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -372901.437500 Penalty: 2581.152344
	Iteration 11Q: 3 clusters Score -372901.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -372929.656250 Penalty: 2581.152344
	Iteration 12Q: 3 clusters Score -372929.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -372952.500000 Penalty: 2581.152344
	Iteration 13Q: 3 clusters Score -372952.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -372969.156250 Penalty: 2581.152344
	Iteration 14Q: 3 clusters Score -372969.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -372987.187500 Penalty: 2581.152344
	Iteration 15Q: 3 clusters Score -372987.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -373008.593750 Penalty: 2581.152344
	Iteration 16Q: 3 clusters Score -373008.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -373029.781250 Penalty: 2581.152344
	Iteration 17Q: 3 clusters Score -373029.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -373051.781250 Penalty: 2581.152344
	Iteration 18Q: 3 clusters Score -373051.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -373073.000000 Penalty: 2581.152344
	Iteration 19Q: 3 clusters Score -373073 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -373098.500000 Penalty: 2581.152344
	Iteration 20F: 3 clusters Score -373098.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -373121.312500 Penalty: 2581.152344
	Iteration 21Q: 3 clusters Score -373121.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -373142.156250 Penalty: 2581.152344
	Iteration 22Q: 3 clusters Score -373142.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -373167.218750 Penalty: 2581.152344
	Iteration 23Q: 3 clusters Score -373167.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -373193.093750 Penalty: 2581.152344
	Iteration 24Q: 3 clusters Score -373193.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -373224.343750 Penalty: 2581.152344
	Iteration 25Q: 3 clusters Score -373224.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -373258.187500 Penalty: 2581.152344
	Iteration 26Q: 3 clusters Score -373258.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -373293.781250 Penalty: 2581.152344
	Iteration 27Q: 3 clusters Score -373293.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -373318.781250 Penalty: 2581.152344
	Iteration 28Q: 3 clusters Score -373318.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -373354.718750 Penalty: 2581.152344
	Iteration 29Q: 3 clusters Score -373354.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -373402.281250 Penalty: 2581.152344
	Iteration 30Q: 3 clusters Score -373402.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -373459.750000 Penalty: 2581.152344
	Iteration 31Q: 3 clusters Score -373459.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -373522.437500 Penalty: 2581.152344
	Iteration 32Q: 3 clusters Score -373522.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -373577.843750 Penalty: 2581.152344
	Iteration 33Q: 3 clusters Score -373577.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -373618.031250 Penalty: 2581.152344
	Iteration 34Q: 3 clusters Score -373618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -373659.218750 Penalty: 2581.152344
	Iteration 35Q: 3 clusters Score -373659.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -373700.781250 Penalty: 2581.152344
	Iteration 36Q: 3 clusters Score -373700.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -373735.500000 Penalty: 2581.152344
	Iteration 37Q: 3 clusters Score -373735.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -373758.781250 Penalty: 2581.152344
	Iteration 38Q: 3 clusters Score -373758.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -373774.531250 Penalty: 2581.152344
	Iteration 39Q: 3 clusters Score -373774.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -373788.093750 Penalty: 2581.152344
	Iteration 40F: 3 clusters Score -373788.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -373803.281250 Penalty: 2581.152344
	Iteration 41Q: 3 clusters Score -373803.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -373824.156250 Penalty: 2581.152344
	Iteration 42Q: 3 clusters Score -373824.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -373835.875000 Penalty: 2581.152344
	Iteration 43Q: 3 clusters Score -373835.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -373843.687500 Penalty: 2581.152344
	Iteration 44Q: 3 clusters Score -373843.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -373848.312500 Penalty: 2581.152344
	Iteration 45Q: 3 clusters Score -373848.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -373851.468750 Penalty: 2581.152344
	Iteration 46Q: 3 clusters Score -373851.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -373856.437500 Penalty: 2581.152344
	Iteration 47Q: 3 clusters Score -373856.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -373861.312500 Penalty: 2581.152344
	Iteration 48Q: 3 clusters Score -373861.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -373864.031250 Penalty: 2581.152344
	Iteration 49Q: 3 clusters Score -373864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -373865.031250 Penalty: 2581.152344
	Iteration 50Q: 3 clusters Score -373865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -373866.281250 Penalty: 2581.152344
	Iteration 51Q: 3 clusters Score -373866.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -373867.625000 Penalty: 2581.152344
	Iteration 52Q: 3 clusters Score -373867.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -373868.125000 Penalty: 2581.152344
	Iteration 53Q: 3 clusters Score -373868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -373868.187500 Penalty: 2581.152344
	Iteration 54Q: 3 clusters Score -373868.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -373869.125000 Penalty: 2581.152344
	Iteration 55Q: 3 clusters Score -373869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -373869.812500 Penalty: 2581.152344
	Iteration 56Q: 3 clusters Score -373869.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -373869.531250 Penalty: 2581.152344
	Iteration 57Q: 3 clusters Score -373869.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -373869.531250 Penalty: 2581.152344
	Iteration 58F: 3 clusters Score -373869.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Entering Unmasked Estep 
Score: -1959290.125000 Penalty: 1538.587891
	Iteration 0F: 2 clusters Score -1959290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1950404.875000 Penalty: 3077.175781
	Iteration 0F: 3 clusters Score -1950405 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1953468.875000 Penalty: 3077.175781
	Iteration 1F: 3 clusters Score -1953469 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1953829.375000 Penalty: 3077.175781
	Iteration 2F: 3 clusters Score -1953829 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1954228.625000 Penalty: 3077.175781
	Iteration 3F: 3 clusters Score -1954229 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1954669.375000 Penalty: 3077.175781
	Iteration 4F: 3 clusters Score -1954669 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1955205.875000 Penalty: 3077.175781
	Iteration 5F: 3 clusters Score -1955206 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1955728.750000 Penalty: 3077.175781
	Iteration 6F: 3 clusters Score -1955729 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1956295.500000 Penalty: 3077.175781
	Iteration 7F: 3 clusters Score -1956296 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1956798.500000 Penalty: 3077.175781
	Iteration 8Q: 3 clusters Score -1956798 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1957142.750000 Penalty: 3077.175781
	Iteration 9Q: 3 clusters Score -1957143 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1957390.375000 Penalty: 3077.175781
	Iteration 10Q: 3 clusters Score -1957390 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1957556.750000 Penalty: 3077.175781
	Iteration 11Q: 3 clusters Score -1957557 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1957639.500000 Penalty: 3077.175781
	Iteration 12Q: 3 clusters Score -1957640 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1957703.625000 Penalty: 3077.175781
	Iteration 13Q: 3 clusters Score -1957704 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1957752.500000 Penalty: 3077.175781
	Iteration 14Q: 3 clusters Score -1957752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1957782.250000 Penalty: 3077.175781
	Iteration 15Q: 3 clusters Score -1957782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1957798.125000 Penalty: 3077.175781
	Iteration 16Q: 3 clusters Score -1957798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1957809.000000 Penalty: 3077.175781
	Iteration 17Q: 3 clusters Score -1957809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1957824.875000 Penalty: 3077.175781
	Iteration 18Q: 3 clusters Score -1957825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1957836.125000 Penalty: 3077.175781
	Iteration 19Q: 3 clusters Score -1957836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1957850.625000 Penalty: 3077.175781
	Iteration 20F: 3 clusters Score -1957851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1957864.250000 Penalty: 3077.175781
	Iteration 21Q: 3 clusters Score -1957864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1957870.250000 Penalty: 3077.175781
	Iteration 22Q: 3 clusters Score -1957870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1957880.375000 Penalty: 3077.175781
	Iteration 23Q: 3 clusters Score -1957880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1957891.375000 Penalty: 3077.175781
	Iteration 24Q: 3 clusters Score -1957891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1957895.125000 Penalty: 3077.175781
	Iteration 25Q: 3 clusters Score -1957895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1957898.875000 Penalty: 3077.175781
	Iteration 26Q: 3 clusters Score -1957899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1957902.250000 Penalty: 3077.175781
	Iteration 27Q: 3 clusters Score -1957902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1957904.625000 Penalty: 3077.175781
	Iteration 28Q: 3 clusters Score -1957905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1957902.875000 Penalty: 3077.175781
	Iteration 29Q: 3 clusters Score -1957903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1957902.875000 Penalty: 3077.175781
	Iteration 30F: 3 clusters Score -1957903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Entering Unmasked Estep 
Score: -169240.890625 Penalty: 1165.892700
	Iteration 0F: 2 clusters Score -169240.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -167613.843750 Penalty: 2331.785400
	Iteration 0F: 3 clusters Score -167613.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -167952.062500 Penalty: 2331.785400
	Iteration 1F: 3 clusters Score -167952.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -168050.359375 Penalty: 2331.785400
	Iteration 2F: 3 clusters Score -168050.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -168101.640625 Penalty: 2331.785400
	Iteration 3Q: 3 clusters Score -168101.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -168179.062500 Penalty: 2331.785400
	Iteration 4Q: 3 clusters Score -168179.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -168237.375000 Penalty: 2331.785400
	Iteration 5Q: 3 clusters Score -168237.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -168294.625000 Penalty: 2331.785400
	Iteration 6Q: 3 clusters Score -168294.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -168337.359375 Penalty: 2331.785400
	Iteration 7Q: 3 clusters Score -168337.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -168360.015625 Penalty: 2331.785400
	Iteration 8Q: 3 clusters Score -168360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -168369.406250 Penalty: 2331.785400
	Iteration 9Q: 3 clusters Score -168369.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -168375.125000 Penalty: 2331.785400
	Iteration 10Q: 3 clusters Score -168375.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -168377.953125 Penalty: 2331.785400
	Iteration 11Q: 3 clusters Score -168378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -168379.218750 Penalty: 2331.785400
	Iteration 12Q: 3 clusters Score -168379.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -168381.593750 Penalty: 2331.785400
	Iteration 13Q: 3 clusters Score -168381.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -168383.328125 Penalty: 2331.785400
	Iteration 14Q: 3 clusters Score -168383.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -168384.859375 Penalty: 2331.785400
	Iteration 15Q: 3 clusters Score -168384.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -168384.859375 Penalty: 2331.785400
	Iteration 16F: 3 clusters Score -168384.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -188866.984375 Penalty: 1177.997437
	Iteration 0F: 2 clusters Score -188867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -187162.203125 Penalty: 2355.994873
	Iteration 0F: 3 clusters Score -187162.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -187567.921875 Penalty: 2355.994873
	Iteration 1F: 3 clusters Score -187567.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -187694.515625 Penalty: 2355.994873
	Iteration 2F: 3 clusters Score -187694.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -187759.843750 Penalty: 2355.994873
	Iteration 3F: 3 clusters Score -187759.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -187796.234375 Penalty: 2355.994873
	Iteration 4Q: 3 clusters Score -187796.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -187813.687500 Penalty: 2355.994873
	Iteration 5Q: 3 clusters Score -187813.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -187825.296875 Penalty: 2355.994873
	Iteration 6Q: 3 clusters Score -187825.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -187835.546875 Penalty: 2355.994873
	Iteration 7Q: 3 clusters Score -187835.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -187841.484375 Penalty: 2355.994873
	Iteration 8Q: 3 clusters Score -187841.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -187845.906250 Penalty: 2355.994873
	Iteration 9Q: 3 clusters Score -187845.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -187849.078125 Penalty: 2355.994873
	Iteration 10Q: 3 clusters Score -187849.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -187852.781250 Penalty: 2355.994873
	Iteration 11Q: 3 clusters Score -187852.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -187856.703125 Penalty: 2355.994873
	Iteration 12Q: 3 clusters Score -187856.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -187860.515625 Penalty: 2355.994873
	Iteration 13Q: 3 clusters Score -187860.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -187868.640625 Penalty: 2355.994873
	Iteration 14Q: 3 clusters Score -187868.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -187876.968750 Penalty: 2355.994873
	Iteration 15Q: 3 clusters Score -187877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -187884.078125 Penalty: 2355.994873
	Iteration 16Q: 3 clusters Score -187884.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -187891.484375 Penalty: 2355.994873
	Iteration 17Q: 3 clusters Score -187891.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -187897.421875 Penalty: 2355.994873
	Iteration 18Q: 3 clusters Score -187897.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -187901.703125 Penalty: 2355.994873
	Iteration 19Q: 3 clusters Score -187901.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -187906.750000 Penalty: 2355.994873
	Iteration 20F: 3 clusters Score -187906.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -187913.781250 Penalty: 2355.994873
	Iteration 21Q: 3 clusters Score -187913.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -187916.312500 Penalty: 2355.994873
	Iteration 22Q: 3 clusters Score -187916.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -187917.500000 Penalty: 2355.994873
	Iteration 23Q: 3 clusters Score -187917.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -187918.515625 Penalty: 2355.994873
	Iteration 24Q: 3 clusters Score -187918.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -187921.750000 Penalty: 2355.994873
	Iteration 25Q: 3 clusters Score -187921.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -187924.078125 Penalty: 2355.994873
	Iteration 26Q: 3 clusters Score -187924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -187924.765625 Penalty: 2355.994873
	Iteration 27Q: 3 clusters Score -187924.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -187924.765625 Penalty: 2355.994873
	Iteration 28F: 3 clusters Score -187924.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Entering Unmasked Estep 
Score: -968643.687500 Penalty: 1427.674927
	Iteration 0F: 2 clusters Score -968643.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -963696.500000 Penalty: 2855.349854
	Iteration 0F: 3 clusters Score -963696.5 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -965207.750000 Penalty: 2855.349854
	Iteration 1F: 3 clusters Score -965207.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -965472.250000 Penalty: 2855.349854
	Iteration 2F: 3 clusters Score -965472.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -965653.937500 Penalty: 2855.349854
	Iteration 3F: 3 clusters Score -965653.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -965801.562500 Penalty: 2855.349854
	Iteration 4Q: 3 clusters Score -965801.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -965924.875000 Penalty: 2855.349854
	Iteration 5Q: 3 clusters Score -965924.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -966065.750000 Penalty: 2855.349854
	Iteration 6Q: 3 clusters Score -966065.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -966216.687500 Penalty: 2855.349854
	Iteration 7Q: 3 clusters Score -966216.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -966356.000000 Penalty: 2855.349854
	Iteration 8Q: 3 clusters Score -966356 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -966471.625000 Penalty: 2855.349854
	Iteration 9Q: 3 clusters Score -966471.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -966566.312500 Penalty: 2855.349854
	Iteration 10Q: 3 clusters Score -966566.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -966662.062500 Penalty: 2855.349854
	Iteration 11Q: 3 clusters Score -966662.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -966735.500000 Penalty: 2855.349854
	Iteration 12Q: 3 clusters Score -966735.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -966811.687500 Penalty: 2855.349854
	Iteration 13Q: 3 clusters Score -966811.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -966884.312500 Penalty: 2855.349854
	Iteration 14Q: 3 clusters Score -966884.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -966947.812500 Penalty: 2855.349854
	Iteration 15Q: 3 clusters Score -966947.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -966995.562500 Penalty: 2855.349854
	Iteration 16Q: 3 clusters Score -966995.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -967039.875000 Penalty: 2855.349854
	Iteration 17Q: 3 clusters Score -967039.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -967077.750000 Penalty: 2855.349854
	Iteration 18Q: 3 clusters Score -967077.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -967123.312500 Penalty: 2855.349854
	Iteration 19Q: 3 clusters Score -967123.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -967157.750000 Penalty: 2855.349854
	Iteration 20F: 3 clusters Score -967157.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -967192.812500 Penalty: 2855.349854
	Iteration 21Q: 3 clusters Score -967192.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -967239.187500 Penalty: 2855.349854
	Iteration 22Q: 3 clusters Score -967239.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -967270.937500 Penalty: 2855.349854
	Iteration 23Q: 3 clusters Score -967270.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -967286.812500 Penalty: 2855.349854
	Iteration 24Q: 3 clusters Score -967286.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -967297.687500 Penalty: 2855.349854
	Iteration 25Q: 3 clusters Score -967297.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -967309.187500 Penalty: 2855.349854
	Iteration 26Q: 3 clusters Score -967309.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -967322.187500 Penalty: 2855.349854
	Iteration 27Q: 3 clusters Score -967322.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -967331.125000 Penalty: 2855.349854
	Iteration 28Q: 3 clusters Score -967331.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -967350.000000 Penalty: 2855.349854
	Iteration 29Q: 3 clusters Score -967350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -967362.750000 Penalty: 2855.349854
	Iteration 30Q: 3 clusters Score -967362.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -967368.375000 Penalty: 2855.349854
	Iteration 31Q: 3 clusters Score -967368.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -967371.187500 Penalty: 2855.349854
	Iteration 32Q: 3 clusters Score -967371.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -967373.625000 Penalty: 2855.349854
	Iteration 33Q: 3 clusters Score -967373.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -967375.937500 Penalty: 2855.349854
	Iteration 34Q: 3 clusters Score -967375.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -967377.062500 Penalty: 2855.349854
	Iteration 35Q: 3 clusters Score -967377.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -967377.250000 Penalty: 2855.349854
	Iteration 36Q: 3 clusters Score -967377.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -967378.312500 Penalty: 2855.349854
	Iteration 37Q: 3 clusters Score -967378.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -967382.875000 Penalty: 2855.349854
	Iteration 38Q: 3 clusters Score -967382.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -967382.875000 Penalty: 2855.349854
	Iteration 39F: 3 clusters Score -967382.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Entering Unmasked Estep 
Score: -1369335.750000 Penalty: 1488.447754
	Iteration 0F: 2 clusters Score -1369336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1362484.750000 Penalty: 2976.895508
	Iteration 0F: 3 clusters Score -1362485 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1364604.500000 Penalty: 2976.895508
	Iteration 1F: 3 clusters Score -1364604 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1364885.250000 Penalty: 2976.895508
	Iteration 2F: 3 clusters Score -1364885 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1365173.500000 Penalty: 2976.895508
	Iteration 3F: 3 clusters Score -1365174 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1365488.875000 Penalty: 2976.895508
	Iteration 4Q: 3 clusters Score -1365489 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1365817.875000 Penalty: 2976.895508
	Iteration 5F: 3 clusters Score -1365818 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1366102.875000 Penalty: 2976.895508
	Iteration 6F: 3 clusters Score -1366103 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1366364.750000 Penalty: 2976.895508
	Iteration 7Q: 3 clusters Score -1366365 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1366636.625000 Penalty: 2976.895508
	Iteration 8Q: 3 clusters Score -1366637 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1366914.625000 Penalty: 2976.895508
	Iteration 9Q: 3 clusters Score -1366915 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1367164.250000 Penalty: 2976.895508
	Iteration 10Q: 3 clusters Score -1367164 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1367421.000000 Penalty: 2976.895508
	Iteration 11Q: 3 clusters Score -1367421 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1367644.000000 Penalty: 2976.895508
	Iteration 12Q: 3 clusters Score -1367644 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1367792.125000 Penalty: 2976.895508
	Iteration 13Q: 3 clusters Score -1367792 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1367894.750000 Penalty: 2976.895508
	Iteration 14Q: 3 clusters Score -1367895 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1367986.000000 Penalty: 2976.895508
	Iteration 15Q: 3 clusters Score -1367986 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1368063.250000 Penalty: 2976.895508
	Iteration 16Q: 3 clusters Score -1368063 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1368140.500000 Penalty: 2976.895508
	Iteration 17Q: 3 clusters Score -1368140 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1368213.125000 Penalty: 2976.895508
	Iteration 18Q: 3 clusters Score -1368213 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1368283.500000 Penalty: 2976.895508
	Iteration 19Q: 3 clusters Score -1368284 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1368332.125000 Penalty: 2976.895508
	Iteration 20F: 3 clusters Score -1368332 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1368377.750000 Penalty: 2976.895508
	Iteration 21Q: 3 clusters Score -1368378 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1368417.125000 Penalty: 2976.895508
	Iteration 22Q: 3 clusters Score -1368417 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1368460.000000 Penalty: 2976.895508
	Iteration 23Q: 3 clusters Score -1368460 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1368496.125000 Penalty: 2976.895508
	Iteration 24Q: 3 clusters Score -1368496 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1368539.500000 Penalty: 2976.895508
	Iteration 25Q: 3 clusters Score -1368540 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1368578.000000 Penalty: 2976.895508
	Iteration 26Q: 3 clusters Score -1368578 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1368618.625000 Penalty: 2976.895508
	Iteration 27Q: 3 clusters Score -1368619 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1368650.000000 Penalty: 2976.895508
	Iteration 28Q: 3 clusters Score -1368650 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1368671.625000 Penalty: 2976.895508
	Iteration 29Q: 3 clusters Score -1368672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1368714.250000 Penalty: 2976.895508
	Iteration 30Q: 3 clusters Score -1368714 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1368753.000000 Penalty: 2976.895508
	Iteration 31Q: 3 clusters Score -1368753 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1368805.500000 Penalty: 2976.895508
	Iteration 32Q: 3 clusters Score -1368806 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1368858.750000 Penalty: 2976.895508
	Iteration 33Q: 3 clusters Score -1368859 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1368892.000000 Penalty: 2976.895508
	Iteration 34Q: 3 clusters Score -1368892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1368917.875000 Penalty: 2976.895508
	Iteration 35Q: 3 clusters Score -1368918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1368945.375000 Penalty: 2976.895508
	Iteration 36Q: 3 clusters Score -1368945 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1368956.750000 Penalty: 2976.895508
	Iteration 37Q: 3 clusters Score -1368957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1368961.250000 Penalty: 2976.895508
	Iteration 38Q: 3 clusters Score -1368961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1368973.625000 Penalty: 2976.895508
	Iteration 39Q: 3 clusters Score -1368974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1368976.625000 Penalty: 2976.895508
	Iteration 40F: 3 clusters Score -1368977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1368979.250000 Penalty: 2976.895508
	Iteration 41Q: 3 clusters Score -1368979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1368980.000000 Penalty: 2976.895508
	Iteration 42Q: 3 clusters Score -1368980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1368981.000000 Penalty: 2976.895508
	Iteration 43Q: 3 clusters Score -1368981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1368981.000000 Penalty: 2976.895508
	Iteration 44F: 3 clusters Score -1368981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (20396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Entering Unmasked Estep 
Score: -3113277.250000 Penalty: 1612.502686
	Iteration 0F: 2 clusters Score -3113277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -3100421.750000 Penalty: 3225.005371
	Iteration 0F: 3 clusters Score -3100422 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -3105445.000000 Penalty: 3225.005371
	Iteration 1F: 3 clusters Score -3105445 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -3105927.250000 Penalty: 3225.005371
	Iteration 2F: 3 clusters Score -3105927 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3106435.000000 Penalty: 3225.005371
	Iteration 3F: 3 clusters Score -3106435 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3106916.500000 Penalty: 3225.005371
	Iteration 4F: 3 clusters Score -3106916 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -3107333.750000 Penalty: 3225.005371
	Iteration 5Q: 3 clusters Score -3107334 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -3107760.500000 Penalty: 3225.005371
	Iteration 6Q: 3 clusters Score -3107760 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -3108175.250000 Penalty: 3225.005371
	Iteration 7Q: 3 clusters Score -3108175 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3108663.000000 Penalty: 3225.005371
	Iteration 8Q: 3 clusters Score -3108663 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -3109171.000000 Penalty: 3225.005371
	Iteration 9Q: 3 clusters Score -3109171 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3109688.500000 Penalty: 3225.005371
	Iteration 10Q: 3 clusters Score -3109688 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -3110183.250000 Penalty: 3225.005371
	Iteration 11Q: 3 clusters Score -3110183 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -3110577.500000 Penalty: 3225.005371
	Iteration 12Q: 3 clusters Score -3110578 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3110855.000000 Penalty: 3225.005371
	Iteration 13Q: 3 clusters Score -3110855 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3111064.250000 Penalty: 3225.005371
	Iteration 14Q: 3 clusters Score -3111064 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3111234.750000 Penalty: 3225.005371
	Iteration 15Q: 3 clusters Score -3111235 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3111360.000000 Penalty: 3225.005371
	Iteration 16Q: 3 clusters Score -3111360 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3111482.750000 Penalty: 3225.005371
	Iteration 17Q: 3 clusters Score -3111483 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3111603.250000 Penalty: 3225.005371
	Iteration 18Q: 3 clusters Score -3111603 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3111703.750000 Penalty: 3225.005371
	Iteration 19Q: 3 clusters Score -3111704 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3111761.750000 Penalty: 3225.005371
	Iteration 20F: 3 clusters Score -3111762 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3111812.250000 Penalty: 3225.005371
	Iteration 21Q: 3 clusters Score -3111812 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3111837.500000 Penalty: 3225.005371
	Iteration 22Q: 3 clusters Score -3111838 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3111875.750000 Penalty: 3225.005371
	Iteration 23Q: 3 clusters Score -3111876 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3111904.250000 Penalty: 3225.005371
	Iteration 24Q: 3 clusters Score -3111904 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3111911.000000 Penalty: 3225.005371
	Iteration 25Q: 3 clusters Score -3111911 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3111928.000000 Penalty: 3225.005371
	Iteration 26Q: 3 clusters Score -3111928 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3111943.500000 Penalty: 3225.005371
	Iteration 27Q: 3 clusters Score -3111944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3111949.250000 Penalty: 3225.005371
	Iteration 28Q: 3 clusters Score -3111949 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3111953.750000 Penalty: 3225.005371
	Iteration 29Q: 3 clusters Score -3111954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3111954.250000 Penalty: 3225.005371
	Iteration 30Q: 3 clusters Score -3111954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3111964.750000 Penalty: 3225.005371
	Iteration 31Q: 3 clusters Score -3111965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3111966.750000 Penalty: 3225.005371
	Iteration 32Q: 3 clusters Score -3111967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3111970.250000 Penalty: 3225.005371
	Iteration 33Q: 3 clusters Score -3111970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3111976.500000 Penalty: 3225.005371
	Iteration 34Q: 3 clusters Score -3111976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3111981.750000 Penalty: 3225.005371
	Iteration 35Q: 3 clusters Score -3111982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3111992.000000 Penalty: 3225.005371
	Iteration 36Q: 3 clusters Score -3111992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3111989.500000 Penalty: 3225.005371
	Iteration 37Q: 3 clusters Score -3111990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3111997.000000 Penalty: 3225.005371
	Iteration 38Q: 3 clusters Score -3111997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3112001.000000 Penalty: 3225.005371
	Iteration 39Q: 3 clusters Score -3112001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3112006.250000 Penalty: 3225.005371
	Iteration 40F: 3 clusters Score -3112006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3112009.250000 Penalty: 3225.005371
	Iteration 41Q: 3 clusters Score -3112009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3112022.000000 Penalty: 3225.005371
	Iteration 42Q: 3 clusters Score -3112022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3112023.500000 Penalty: 3225.005371
	Iteration 43Q: 3 clusters Score -3112024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3112022.500000 Penalty: 3225.005371
	Iteration 44Q: 3 clusters Score -3112022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3112024.750000 Penalty: 3225.005371
	Iteration 45Q: 3 clusters Score -3112025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3112028.500000 Penalty: 3225.005371
	Iteration 46Q: 3 clusters Score -3112028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3112030.500000 Penalty: 3225.005371
	Iteration 47Q: 3 clusters Score -3112030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3112029.250000 Penalty: 3225.005371
	Iteration 48Q: 3 clusters Score -3112029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3112033.500000 Penalty: 3225.005371
	Iteration 49Q: 3 clusters Score -3112034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3112032.500000 Penalty: 3225.005371
	Iteration 50Q: 3 clusters Score -3112032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3112033.750000 Penalty: 3225.005371
	Iteration 51Q: 3 clusters Score -3112034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3112033.750000 Penalty: 3225.005371
	Iteration 52F: 3 clusters Score -3112034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -277100.218750 Penalty: 1233.595581
	Iteration 0F: 2 clusters Score -277100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -275068.375000 Penalty: 2467.191162
	Iteration 0F: 3 clusters Score -275068.4 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -275590.250000 Penalty: 2467.191162
	Iteration 1F: 3 clusters Score -275590.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -275740.406250 Penalty: 2467.191162
	Iteration 2F: 3 clusters Score -275740.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -275829.531250 Penalty: 2467.191162
	Iteration 3F: 3 clusters Score -275829.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -275902.562500 Penalty: 2467.191162
	Iteration 4Q: 3 clusters Score -275902.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -275948.750000 Penalty: 2467.191162
	Iteration 5Q: 3 clusters Score -275948.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -275975.375000 Penalty: 2467.191162
	Iteration 6Q: 3 clusters Score -275975.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -275992.343750 Penalty: 2467.191162
	Iteration 7Q: 3 clusters Score -275992.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -276003.406250 Penalty: 2467.191162
	Iteration 8Q: 3 clusters Score -276003.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -276010.406250 Penalty: 2467.191162
	Iteration 9Q: 3 clusters Score -276010.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -276017.187500 Penalty: 2467.191162
	Iteration 10Q: 3 clusters Score -276017.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -276023.062500 Penalty: 2467.191162
	Iteration 11Q: 3 clusters Score -276023.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -276027.625000 Penalty: 2467.191162
	Iteration 12Q: 3 clusters Score -276027.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -276035.656250 Penalty: 2467.191162
	Iteration 13Q: 3 clusters Score -276035.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -276045.281250 Penalty: 2467.191162
	Iteration 14Q: 3 clusters Score -276045.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -276051.968750 Penalty: 2467.191162
	Iteration 15Q: 3 clusters Score -276052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -276062.125000 Penalty: 2467.191162
	Iteration 16Q: 3 clusters Score -276062.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -276068.125000 Penalty: 2467.191162
	Iteration 17Q: 3 clusters Score -276068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -276069.500000 Penalty: 2467.191162
	Iteration 18Q: 3 clusters Score -276069.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -276071.000000 Penalty: 2467.191162
	Iteration 19Q: 3 clusters Score -276071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -276073.812500 Penalty: 2467.191162
	Iteration 20F: 3 clusters Score -276073.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -276076.406250 Penalty: 2467.191162
	Iteration 21Q: 3 clusters Score -276076.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -276079.125000 Penalty: 2467.191162
	Iteration 22Q: 3 clusters Score -276079.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -276081.468750 Penalty: 2467.191162
	Iteration 23Q: 3 clusters Score -276081.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -276082.125000 Penalty: 2467.191162
	Iteration 24Q: 3 clusters Score -276082.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -276082.125000 Penalty: 2467.191162
	Iteration 25F: 3 clusters Score -276082.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -176625.109375 Penalty: 1150.914185
	Iteration 0F: 2 clusters Score -176625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -175063.421875 Penalty: 2301.828369
	Iteration 0F: 3 clusters Score -175063.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -175349.250000 Penalty: 2301.828369
	Iteration 1F: 3 clusters Score -175349.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -175419.218750 Penalty: 2301.828369
	Iteration 2F: 3 clusters Score -175419.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -175452.531250 Penalty: 2301.828369
	Iteration 3Q: 3 clusters Score -175452.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -175476.609375 Penalty: 2301.828369
	Iteration 4Q: 3 clusters Score -175476.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -175491.640625 Penalty: 2301.828369
	Iteration 5Q: 3 clusters Score -175491.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -175509.000000 Penalty: 2301.828369
	Iteration 6Q: 3 clusters Score -175509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -175523.453125 Penalty: 2301.828369
	Iteration 7Q: 3 clusters Score -175523.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -175530.046875 Penalty: 2301.828369
	Iteration 8Q: 3 clusters Score -175530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -175534.640625 Penalty: 2301.828369
	Iteration 9Q: 3 clusters Score -175534.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -175537.390625 Penalty: 2301.828369
	Iteration 10Q: 3 clusters Score -175537.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -175538.703125 Penalty: 2301.828369
	Iteration 11Q: 3 clusters Score -175538.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -175540.156250 Penalty: 2301.828369
	Iteration 12Q: 3 clusters Score -175540.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -175541.156250 Penalty: 2301.828369
	Iteration 13Q: 3 clusters Score -175541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -175542.421875 Penalty: 2301.828369
	Iteration 14Q: 3 clusters Score -175542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -175543.046875 Penalty: 2301.828369
	Iteration 15Q: 3 clusters Score -175543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -175546.203125 Penalty: 2301.828369
	Iteration 16Q: 3 clusters Score -175546.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -175546.468750 Penalty: 2301.828369
	Iteration 17Q: 3 clusters Score -175546.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -175546.468750 Penalty: 2301.828369
	Iteration 18F: 3 clusters Score -175546.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (28970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Entering Unmasked Estep 
Score: -4417502.500000 Penalty: 1669.527710
	Iteration 0F: 2 clusters Score -4417502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -4400790.500000 Penalty: 3339.055420
	Iteration 0F: 3 clusters Score -4400790 nChanged 13423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -4408371.000000 Penalty: 3339.055420
	Iteration 1F: 3 clusters Score -4408371 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -4408975.500000 Penalty: 3339.055420
	Iteration 2F: 3 clusters Score -4408976 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -4409624.000000 Penalty: 3339.055420
	Iteration 3F: 3 clusters Score -4409624 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -4410316.000000 Penalty: 3339.055420
	Iteration 4F: 3 clusters Score -4410316 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -4411077.000000 Penalty: 3339.055420
	Iteration 5F: 3 clusters Score -4411077 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -4411810.000000 Penalty: 3339.055420
	Iteration 6F: 3 clusters Score -4411810 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -4412523.500000 Penalty: 3339.055420
	Iteration 7F: 3 clusters Score -4412524 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -4413101.500000 Penalty: 3339.055420
	Iteration 8F: 3 clusters Score -4413102 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -4413567.000000 Penalty: 3339.055420
	Iteration 9Q: 3 clusters Score -4413567 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -4413814.500000 Penalty: 3339.055420
	Iteration 10Q: 3 clusters Score -4413814 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -4413914.500000 Penalty: 3339.055420
	Iteration 11Q: 3 clusters Score -4413914 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -4413973.000000 Penalty: 3339.055420
	Iteration 12Q: 3 clusters Score -4413973 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -4414012.000000 Penalty: 3339.055420
	Iteration 13Q: 3 clusters Score -4414012 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -4414012.000000 Penalty: 3339.055420
	Iteration 14Q: 3 clusters Score -4414012 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -4414001.000000 Penalty: 3339.055420
	Iteration 15Q: 3 clusters Score -4414001 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -4413967.500000 Penalty: 3339.055420
	Iteration 16Q: 3 clusters Score -4413968 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -4413974.500000 Penalty: 3339.055420
	Iteration 17Q: 3 clusters Score -4413974 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -4413959.000000 Penalty: 3339.055420
	Iteration 18Q: 3 clusters Score -4413959 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -4413942.000000 Penalty: 3339.055420
	Iteration 19Q: 3 clusters Score -4413942 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -4413926.000000 Penalty: 3339.055420
	Iteration 20F: 3 clusters Score -4413926 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -4413923.000000 Penalty: 3339.055420
	Iteration 21Q: 3 clusters Score -4413923 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -4413914.500000 Penalty: 3339.055420
	Iteration 22Q: 3 clusters Score -4413914 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -4413929.000000 Penalty: 3339.055420
	Iteration 23Q: 3 clusters Score -4413929 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -4413938.000000 Penalty: 3339.055420
	Iteration 24Q: 3 clusters Score -4413938 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -4413927.500000 Penalty: 3339.055420
	Iteration 25Q: 3 clusters Score -4413928 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -4413914.000000 Penalty: 3339.055420
	Iteration 26Q: 3 clusters Score -4413914 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -4413925.000000 Penalty: 3339.055420
	Iteration 27Q: 3 clusters Score -4413925 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -4413930.500000 Penalty: 3339.055420
	Iteration 28Q: 3 clusters Score -4413930 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -4413904.000000 Penalty: 3339.055420
	Iteration 29Q: 3 clusters Score -4413904 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -4413899.500000 Penalty: 3339.055420
	Iteration 30Q: 3 clusters Score -4413900 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -4413903.000000 Penalty: 3339.055420
	Iteration 31Q: 3 clusters Score -4413903 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -4413885.500000 Penalty: 3339.055420
	Iteration 32Q: 3 clusters Score -4413886 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -4413895.500000 Penalty: 3339.055420
	Iteration 33Q: 3 clusters Score -4413896 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -4413892.500000 Penalty: 3339.055420
	Iteration 34Q: 3 clusters Score -4413892 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -4413877.500000 Penalty: 3339.055420
	Iteration 35Q: 3 clusters Score -4413878 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -4413891.500000 Penalty: 3339.055420
	Iteration 36Q: 3 clusters Score -4413892 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -4413911.000000 Penalty: 3339.055420
	Iteration 37Q: 3 clusters Score -4413911 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -4413946.500000 Penalty: 3339.055420
	Iteration 38Q: 3 clusters Score -4413946 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -4413935.000000 Penalty: 3339.055420
	Iteration 39Q: 3 clusters Score -4413935 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -4413980.500000 Penalty: 3339.055420
	Iteration 40F: 3 clusters Score -4413980 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -4413982.500000 Penalty: 3339.055420
	Iteration 41Q: 3 clusters Score -4413982 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -4413990.500000 Penalty: 3339.055420
	Iteration 42Q: 3 clusters Score -4413990 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -4414027.500000 Penalty: 3339.055420
	Iteration 43Q: 3 clusters Score -4414028 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -4414074.000000 Penalty: 3339.055420
	Iteration 44Q: 3 clusters Score -4414074 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -4414058.500000 Penalty: 3339.055420
	Iteration 45Q: 3 clusters Score -4414058 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -4414071.500000 Penalty: 3339.055420
	Iteration 46Q: 3 clusters Score -4414072 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -4414075.500000 Penalty: 3339.055420
	Iteration 47Q: 3 clusters Score -4414076 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -4414086.500000 Penalty: 3339.055420
	Iteration 48Q: 3 clusters Score -4414086 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -4414117.000000 Penalty: 3339.055420
	Iteration 49Q: 3 clusters Score -4414117 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -4414112.000000 Penalty: 3339.055420
	Iteration 50Q: 3 clusters Score -4414112 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -4414131.500000 Penalty: 3339.055420
	Iteration 51Q: 3 clusters Score -4414132 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -4414142.500000 Penalty: 3339.055420
	Iteration 52Q: 3 clusters Score -4414142 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -4414141.000000 Penalty: 3339.055420
	Iteration 53Q: 3 clusters Score -4414141 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -4414159.500000 Penalty: 3339.055420
	Iteration 54Q: 3 clusters Score -4414160 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -4414151.000000 Penalty: 3339.055420
	Iteration 55Q: 3 clusters Score -4414151 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -4414160.500000 Penalty: 3339.055420
	Iteration 56Q: 3 clusters Score -4414160 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -4414162.500000 Penalty: 3339.055420
	Iteration 57Q: 3 clusters Score -4414162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -4414167.000000 Penalty: 3339.055420
	Iteration 58Q: 3 clusters Score -4414167 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -4414174.500000 Penalty: 3339.055420
	Iteration 59Q: 3 clusters Score -4414174 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -4414174.500000 Penalty: 3339.055420
	Iteration 60F: 3 clusters Score -4414174 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -4414175.000000 Penalty: 3339.055420
	Iteration 61Q: 3 clusters Score -4414175 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -4414191.500000 Penalty: 3339.055420
	Iteration 62Q: 3 clusters Score -4414192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -4414210.500000 Penalty: 3339.055420
	Iteration 63Q: 3 clusters Score -4414210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -4414200.500000 Penalty: 3339.055420
	Iteration 64Q: 3 clusters Score -4414200 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -4414206.500000 Penalty: 3339.055420
	Iteration 65Q: 3 clusters Score -4414206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -4414210.000000 Penalty: 3339.055420
	Iteration 66Q: 3 clusters Score -4414210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -4414223.500000 Penalty: 3339.055420
	Iteration 67Q: 3 clusters Score -4414224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -4414223.500000 Penalty: 3339.055420
	Iteration 68Q: 3 clusters Score -4414224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -4414232.000000 Penalty: 3339.055420
	Iteration 69Q: 3 clusters Score -4414232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -4414234.000000 Penalty: 3339.055420
	Iteration 70Q: 3 clusters Score -4414234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -4414232.500000 Penalty: 3339.055420
	Iteration 71Q: 3 clusters Score -4414232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -4414233.000000 Penalty: 3339.055420
	Iteration 72Q: 3 clusters Score -4414233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -4414228.500000 Penalty: 3339.055420
	Iteration 73Q: 3 clusters Score -4414228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -4414230.000000 Penalty: 3339.055420
	Iteration 74Q: 3 clusters Score -4414230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -4414239.000000 Penalty: 3339.055420
	Iteration 75Q: 3 clusters Score -4414239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -4414229.500000 Penalty: 3339.055420
	Iteration 76Q: 3 clusters Score -4414230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -4414242.000000 Penalty: 3339.055420
	Iteration 77Q: 3 clusters Score -4414242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -4414244.000000 Penalty: 3339.055420
	Iteration 78Q: 3 clusters Score -4414244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -4414235.500000 Penalty: 3339.055420
	Iteration 79Q: 3 clusters Score -4414236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -4414233.000000 Penalty: 3339.055420
	Iteration 80F: 3 clusters Score -4414233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -4414234.000000 Penalty: 3339.055420
	Iteration 81Q: 3 clusters Score -4414234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -4414232.000000 Penalty: 3339.055420
	Iteration 82Q: 3 clusters Score -4414232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -4414232.000000 Penalty: 3339.055420
	Iteration 83Q: 3 clusters Score -4414232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -4414227.500000 Penalty: 3339.055420
	Iteration 84Q: 3 clusters Score -4414228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -4414233.000000 Penalty: 3339.055420
	Iteration 85Q: 3 clusters Score -4414233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -4414227.000000 Penalty: 3339.055420
	Iteration 86Q: 3 clusters Score -4414227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -4414226.500000 Penalty: 3339.055420
	Iteration 87Q: 3 clusters Score -4414226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -4414227.000000 Penalty: 3339.055420
	Iteration 88Q: 3 clusters Score -4414227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -4414230.500000 Penalty: 3339.055420
	Iteration 89Q: 3 clusters Score -4414230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -4414231.500000 Penalty: 3339.055420
	Iteration 90Q: 3 clusters Score -4414232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -4414227.500000 Penalty: 3339.055420
	Iteration 91Q: 3 clusters Score -4414228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -4414234.000000 Penalty: 3339.055420
	Iteration 92Q: 3 clusters Score -4414234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -4414231.000000 Penalty: 3339.055420
	Iteration 93Q: 3 clusters Score -4414231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -4414236.000000 Penalty: 3339.055420
	Iteration 94Q: 3 clusters Score -4414236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -4414238.000000 Penalty: 3339.055420
	Iteration 95Q: 3 clusters Score -4414238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -4414244.500000 Penalty: 3339.055420
	Iteration 96Q: 3 clusters Score -4414244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -4414239.500000 Penalty: 3339.055420
	Iteration 97Q: 3 clusters Score -4414240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -4414239.500000 Penalty: 3339.055420
	Iteration 98Q: 3 clusters Score -4414240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -4414245.500000 Penalty: 3339.055420
	Iteration 99Q: 3 clusters Score -4414246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -4414242.000000 Penalty: 3339.055420
	Iteration 100F: 3 clusters Score -4414242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -4414241.500000 Penalty: 3339.055420
	Iteration 101Q: 3 clusters Score -4414242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -4414244.000000 Penalty: 3339.055420
	Iteration 102Q: 3 clusters Score -4414244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -4414243.500000 Penalty: 3339.055420
	Iteration 103Q: 3 clusters Score -4414244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -4414243.500000 Penalty: 3339.055420
	Iteration 104Q: 3 clusters Score -4414244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -4414235.500000 Penalty: 3339.055420
	Iteration 105Q: 3 clusters Score -4414236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -4414233.000000 Penalty: 3339.055420
	Iteration 106Q: 3 clusters Score -4414233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -4414235.000000 Penalty: 3339.055420
	Iteration 107Q: 3 clusters Score -4414235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -4414236.000000 Penalty: 3339.055420
	Iteration 108Q: 3 clusters Score -4414236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -4414240.500000 Penalty: 3339.055420
	Iteration 109Q: 3 clusters Score -4414240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -4414240.000000 Penalty: 3339.055420
	Iteration 110Q: 3 clusters Score -4414240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -4414240.000000 Penalty: 3339.055420
	Iteration 111Q: 3 clusters Score -4414240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -4414241.000000 Penalty: 3339.055420
	Iteration 112Q: 3 clusters Score -4414241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -4414243.500000 Penalty: 3339.055420
	Iteration 113Q: 3 clusters Score -4414244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -4414245.500000 Penalty: 3339.055420
	Iteration 114Q: 3 clusters Score -4414246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -4414243.000000 Penalty: 3339.055420
	Iteration 115Q: 3 clusters Score -4414243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -4414252.500000 Penalty: 3339.055420
	Iteration 116Q: 3 clusters Score -4414252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -4414254.500000 Penalty: 3339.055420
	Iteration 117Q: 3 clusters Score -4414254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -4414256.000000 Penalty: 3339.055420
	Iteration 118Q: 3 clusters Score -4414256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -4414256.500000 Penalty: 3339.055420
	Iteration 119Q: 3 clusters Score -4414256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -4414253.000000 Penalty: 3339.055420
	Iteration 120F: 3 clusters Score -4414253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -4414250.000000 Penalty: 3339.055420
	Iteration 121Q: 3 clusters Score -4414250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -4414250.000000 Penalty: 3339.055420
	Iteration 122Q: 3 clusters Score -4414250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -4414254.000000 Penalty: 3339.055420
	Iteration 123Q: 3 clusters Score -4414254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -4414253.000000 Penalty: 3339.055420
	Iteration 124Q: 3 clusters Score -4414253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -4414250.000000 Penalty: 3339.055420
	Iteration 125Q: 3 clusters Score -4414250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -4414253.500000 Penalty: 3339.055420
	Iteration 126Q: 3 clusters Score -4414254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -4414261.500000 Penalty: 3339.055420
	Iteration 127Q: 3 clusters Score -4414262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -4414262.500000 Penalty: 3339.055420
	Iteration 128Q: 3 clusters Score -4414262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -4414272.000000 Penalty: 3339.055420
	Iteration 129Q: 3 clusters Score -4414272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -4414283.000000 Penalty: 3339.055420
	Iteration 130Q: 3 clusters Score -4414283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -4414286.500000 Penalty: 3339.055420
	Iteration 131Q: 3 clusters Score -4414286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -4414285.000000 Penalty: 3339.055420
	Iteration 132Q: 3 clusters Score -4414285 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -4414291.000000 Penalty: 3339.055420
	Iteration 133Q: 3 clusters Score -4414291 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -4414287.000000 Penalty: 3339.055420
	Iteration 134Q: 3 clusters Score -4414287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -4414282.000000 Penalty: 3339.055420
	Iteration 135Q: 3 clusters Score -4414282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -4414289.500000 Penalty: 3339.055420
	Iteration 136Q: 3 clusters Score -4414290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -4414293.000000 Penalty: 3339.055420
	Iteration 137Q: 3 clusters Score -4414293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -4414303.000000 Penalty: 3339.055420
	Iteration 138Q: 3 clusters Score -4414303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -4414307.500000 Penalty: 3339.055420
	Iteration 139Q: 3 clusters Score -4414308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -4414288.000000 Penalty: 3339.055420
	Iteration 140F: 3 clusters Score -4414288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -4414287.500000 Penalty: 3339.055420
	Iteration 141Q: 3 clusters Score -4414288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -4414285.500000 Penalty: 3339.055420
	Iteration 142Q: 3 clusters Score -4414286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -4414289.500000 Penalty: 3339.055420
	Iteration 143Q: 3 clusters Score -4414290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -4414286.000000 Penalty: 3339.055420
	Iteration 144Q: 3 clusters Score -4414286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -4414301.000000 Penalty: 3339.055420
	Iteration 145Q: 3 clusters Score -4414301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -4414289.000000 Penalty: 3339.055420
	Iteration 146Q: 3 clusters Score -4414289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -4414294.000000 Penalty: 3339.055420
	Iteration 147Q: 3 clusters Score -4414294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -4414294.500000 Penalty: 3339.055420
	Iteration 148Q: 3 clusters Score -4414294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -4414298.000000 Penalty: 3339.055420
	Iteration 149Q: 3 clusters Score -4414298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -4414302.500000 Penalty: 3339.055420
	Iteration 150Q: 3 clusters Score -4414302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -4414302.000000 Penalty: 3339.055420
	Iteration 151Q: 3 clusters Score -4414302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -4414292.000000 Penalty: 3339.055420
	Iteration 152Q: 3 clusters Score -4414292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -4414293.500000 Penalty: 3339.055420
	Iteration 153Q: 3 clusters Score -4414294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -4414306.500000 Penalty: 3339.055420
	Iteration 154Q: 3 clusters Score -4414306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -4414307.000000 Penalty: 3339.055420
	Iteration 155Q: 3 clusters Score -4414307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -4414320.000000 Penalty: 3339.055420
	Iteration 156Q: 3 clusters Score -4414320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -4414307.000000 Penalty: 3339.055420
	Iteration 157Q: 3 clusters Score -4414307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -4414311.000000 Penalty: 3339.055420
	Iteration 158Q: 3 clusters Score -4414311 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -4414311.500000 Penalty: 3339.055420
	Iteration 159Q: 3 clusters Score -4414312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -4414319.500000 Penalty: 3339.055420
	Iteration 160F: 3 clusters Score -4414320 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -4414334.500000 Penalty: 3339.055420
	Iteration 161Q: 3 clusters Score -4414334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -4414347.500000 Penalty: 3339.055420
	Iteration 162Q: 3 clusters Score -4414348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -4414354.500000 Penalty: 3339.055420
	Iteration 163Q: 3 clusters Score -4414354 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -4414373.000000 Penalty: 3339.055420
	Iteration 164Q: 3 clusters Score -4414373 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -4414372.500000 Penalty: 3339.055420
	Iteration 165Q: 3 clusters Score -4414372 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -4414362.000000 Penalty: 3339.055420
	Iteration 166Q: 3 clusters Score -4414362 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -4414383.500000 Penalty: 3339.055420
	Iteration 167Q: 3 clusters Score -4414384 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -4414392.000000 Penalty: 3339.055420
	Iteration 168Q: 3 clusters Score -4414392 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -4414397.000000 Penalty: 3339.055420
	Iteration 169Q: 3 clusters Score -4414397 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -4414408.500000 Penalty: 3339.055420
	Iteration 170Q: 3 clusters Score -4414408 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -4414421.500000 Penalty: 3339.055420
	Iteration 171Q: 3 clusters Score -4414422 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -4414419.500000 Penalty: 3339.055420
	Iteration 172Q: 3 clusters Score -4414420 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -4414424.500000 Penalty: 3339.055420
	Iteration 173Q: 3 clusters Score -4414424 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -4414442.000000 Penalty: 3339.055420
	Iteration 174Q: 3 clusters Score -4414442 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -4414457.500000 Penalty: 3339.055420
	Iteration 175Q: 3 clusters Score -4414458 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -4414469.500000 Penalty: 3339.055420
	Iteration 176Q: 3 clusters Score -4414470 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -4414491.000000 Penalty: 3339.055420
	Iteration 177Q: 3 clusters Score -4414491 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -4414510.500000 Penalty: 3339.055420
	Iteration 178Q: 3 clusters Score -4414510 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -4414530.000000 Penalty: 3339.055420
	Iteration 179Q: 3 clusters Score -4414530 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -4414541.500000 Penalty: 3339.055420
	Iteration 180F: 3 clusters Score -4414542 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -4414552.000000 Penalty: 3339.055420
	Iteration 181Q: 3 clusters Score -4414552 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -4414574.000000 Penalty: 3339.055420
	Iteration 182Q: 3 clusters Score -4414574 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -4414596.500000 Penalty: 3339.055420
	Iteration 183Q: 3 clusters Score -4414596 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -4414615.000000 Penalty: 3339.055420
	Iteration 184Q: 3 clusters Score -4414615 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -4414656.500000 Penalty: 3339.055420
	Iteration 185Q: 3 clusters Score -4414656 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -4414670.000000 Penalty: 3339.055420
	Iteration 186Q: 3 clusters Score -4414670 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -4414675.000000 Penalty: 3339.055420
	Iteration 187Q: 3 clusters Score -4414675 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -4414705.500000 Penalty: 3339.055420
	Iteration 188Q: 3 clusters Score -4414706 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -4414753.000000 Penalty: 3339.055420
	Iteration 189Q: 3 clusters Score -4414753 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -4414785.000000 Penalty: 3339.055420
	Iteration 190Q: 3 clusters Score -4414785 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -4414817.500000 Penalty: 3339.055420
	Iteration 191Q: 3 clusters Score -4414818 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -4414867.500000 Penalty: 3339.055420
	Iteration 192Q: 3 clusters Score -4414868 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -4414899.000000 Penalty: 3339.055420
	Iteration 193Q: 3 clusters Score -4414899 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -4414912.500000 Penalty: 3339.055420
	Iteration 194Q: 3 clusters Score -4414912 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -4414943.500000 Penalty: 3339.055420
	Iteration 195Q: 3 clusters Score -4414944 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -4414962.500000 Penalty: 3339.055420
	Iteration 196Q: 3 clusters Score -4414962 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -4414984.000000 Penalty: 3339.055420
	Iteration 197Q: 3 clusters Score -4414984 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -4414998.000000 Penalty: 3339.055420
	Iteration 198Q: 3 clusters Score -4414998 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -4415039.500000 Penalty: 3339.055420
	Iteration 199Q: 3 clusters Score -4415040 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -4415071.500000 Penalty: 3339.055420
	Iteration 200F: 3 clusters Score -4415072 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -4415117.500000 Penalty: 3339.055420
	Iteration 201Q: 3 clusters Score -4415118 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -4415153.500000 Penalty: 3339.055420
	Iteration 202Q: 3 clusters Score -4415154 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -4415224.000000 Penalty: 3339.055420
	Iteration 203Q: 3 clusters Score -4415224 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -4415276.500000 Penalty: 3339.055420
	Iteration 204Q: 3 clusters Score -4415276 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -4415334.500000 Penalty: 3339.055420
	Iteration 205Q: 3 clusters Score -4415334 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -4415424.500000 Penalty: 3339.055420
	Iteration 206Q: 3 clusters Score -4415424 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -4415511.500000 Penalty: 3339.055420
	Iteration 207Q: 3 clusters Score -4415512 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -4415585.500000 Penalty: 3339.055420
	Iteration 208Q: 3 clusters Score -4415586 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -4415666.500000 Penalty: 3339.055420
	Iteration 209Q: 3 clusters Score -4415666 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -4415757.500000 Penalty: 3339.055420
	Iteration 210Q: 3 clusters Score -4415758 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -4415852.500000 Penalty: 3339.055420
	Iteration 211Q: 3 clusters Score -4415852 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -4415929.500000 Penalty: 3339.055420
	Iteration 212Q: 3 clusters Score -4415930 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -4416042.500000 Penalty: 3339.055420
	Iteration 213Q: 3 clusters Score -4416042 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -4416158.500000 Penalty: 3339.055420
	Iteration 214Q: 3 clusters Score -4416158 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -4416256.000000 Penalty: 3339.055420
	Iteration 215Q: 3 clusters Score -4416256 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -4416358.000000 Penalty: 3339.055420
	Iteration 216Q: 3 clusters Score -4416358 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -4416450.500000 Penalty: 3339.055420
	Iteration 217Q: 3 clusters Score -4416450 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -4416544.500000 Penalty: 3339.055420
	Iteration 218Q: 3 clusters Score -4416544 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -4416613.000000 Penalty: 3339.055420
	Iteration 219Q: 3 clusters Score -4416613 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -4416681.000000 Penalty: 3339.055420
	Iteration 220F: 3 clusters Score -4416681 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -4416755.500000 Penalty: 3339.055420
	Iteration 221Q: 3 clusters Score -4416756 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -4416834.000000 Penalty: 3339.055420
	Iteration 222Q: 3 clusters Score -4416834 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -4416870.000000 Penalty: 3339.055420
	Iteration 223Q: 3 clusters Score -4416870 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -4416903.500000 Penalty: 3339.055420
	Iteration 224Q: 3 clusters Score -4416904 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -4416934.500000 Penalty: 3339.055420
	Iteration 225Q: 3 clusters Score -4416934 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -4416971.000000 Penalty: 3339.055420
	Iteration 226Q: 3 clusters Score -4416971 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -4416989.500000 Penalty: 3339.055420
	Iteration 227Q: 3 clusters Score -4416990 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -4416992.000000 Penalty: 3339.055420
	Iteration 228Q: 3 clusters Score -4416992 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -4417027.000000 Penalty: 3339.055420
	Iteration 229Q: 3 clusters Score -4417027 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -4417033.000000 Penalty: 3339.055420
	Iteration 230Q: 3 clusters Score -4417033 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -4417068.000000 Penalty: 3339.055420
	Iteration 231Q: 3 clusters Score -4417068 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -4417072.000000 Penalty: 3339.055420
	Iteration 232Q: 3 clusters Score -4417072 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -4417069.000000 Penalty: 3339.055420
	Iteration 233Q: 3 clusters Score -4417069 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -4417074.500000 Penalty: 3339.055420
	Iteration 234Q: 3 clusters Score -4417074 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -4417063.500000 Penalty: 3339.055420
	Iteration 235Q: 3 clusters Score -4417064 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -4417054.000000 Penalty: 3339.055420
	Iteration 236Q: 3 clusters Score -4417054 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -4417011.000000 Penalty: 3339.055420
	Iteration 237Q: 3 clusters Score -4417011 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -4417003.500000 Penalty: 3339.055420
	Iteration 238Q: 3 clusters Score -4417004 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -4417008.000000 Penalty: 3339.055420
	Iteration 239Q: 3 clusters Score -4417008 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -4417010.000000 Penalty: 3339.055420
	Iteration 240F: 3 clusters Score -4417010 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -4417002.000000 Penalty: 3339.055420
	Iteration 241Q: 3 clusters Score -4417002 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -4416976.000000 Penalty: 3339.055420
	Iteration 242Q: 3 clusters Score -4416976 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -4416976.000000 Penalty: 3339.055420
	Iteration 243Q: 3 clusters Score -4416976 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -4416978.000000 Penalty: 3339.055420
	Iteration 244Q: 3 clusters Score -4416978 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -4416971.500000 Penalty: 3339.055420
	Iteration 245Q: 3 clusters Score -4416972 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -4416942.500000 Penalty: 3339.055420
	Iteration 246Q: 3 clusters Score -4416942 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -4416903.000000 Penalty: 3339.055420
	Iteration 247Q: 3 clusters Score -4416903 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -4416889.000000 Penalty: 3339.055420
	Iteration 248Q: 3 clusters Score -4416889 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -4416870.000000 Penalty: 3339.055420
	Iteration 249Q: 3 clusters Score -4416870 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -4416828.500000 Penalty: 3339.055420
	Iteration 250Q: 3 clusters Score -4416828 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -4416807.500000 Penalty: 3339.055420
	Iteration 251Q: 3 clusters Score -4416808 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -4416772.000000 Penalty: 3339.055420
	Iteration 252Q: 3 clusters Score -4416772 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -4416755.000000 Penalty: 3339.055420
	Iteration 253Q: 3 clusters Score -4416755 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -4416732.000000 Penalty: 3339.055420
	Iteration 254Q: 3 clusters Score -4416732 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -4416716.000000 Penalty: 3339.055420
	Iteration 255Q: 3 clusters Score -4416716 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -4416697.500000 Penalty: 3339.055420
	Iteration 256Q: 3 clusters Score -4416698 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -4416673.500000 Penalty: 3339.055420
	Iteration 257Q: 3 clusters Score -4416674 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -4416656.500000 Penalty: 3339.055420
	Iteration 258Q: 3 clusters Score -4416656 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -4416629.000000 Penalty: 3339.055420
	Iteration 259Q: 3 clusters Score -4416629 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -4416609.500000 Penalty: 3339.055420
	Iteration 260F: 3 clusters Score -4416610 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -4416596.500000 Penalty: 3339.055420
	Iteration 261Q: 3 clusters Score -4416596 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -4416593.000000 Penalty: 3339.055420
	Iteration 262Q: 3 clusters Score -4416593 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -4416581.000000 Penalty: 3339.055420
	Iteration 263Q: 3 clusters Score -4416581 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -4416564.000000 Penalty: 3339.055420
	Iteration 264Q: 3 clusters Score -4416564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -4416550.000000 Penalty: 3339.055420
	Iteration 265Q: 3 clusters Score -4416550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -4416536.000000 Penalty: 3339.055420
	Iteration 266Q: 3 clusters Score -4416536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -4416529.000000 Penalty: 3339.055420
	Iteration 267Q: 3 clusters Score -4416529 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -4416511.500000 Penalty: 3339.055420
	Iteration 268Q: 3 clusters Score -4416512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -4416515.500000 Penalty: 3339.055420
	Iteration 269Q: 3 clusters Score -4416516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -4416507.000000 Penalty: 3339.055420
	Iteration 270Q: 3 clusters Score -4416507 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -4416506.500000 Penalty: 3339.055420
	Iteration 271Q: 3 clusters Score -4416506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -4416498.500000 Penalty: 3339.055420
	Iteration 272Q: 3 clusters Score -4416498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -4416492.000000 Penalty: 3339.055420
	Iteration 273Q: 3 clusters Score -4416492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -4416490.500000 Penalty: 3339.055420
	Iteration 274Q: 3 clusters Score -4416490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -4416498.000000 Penalty: 3339.055420
	Iteration 275Q: 3 clusters Score -4416498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -4416496.500000 Penalty: 3339.055420
	Iteration 276Q: 3 clusters Score -4416496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -4416479.000000 Penalty: 3339.055420
	Iteration 277Q: 3 clusters Score -4416479 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -4416473.500000 Penalty: 3339.055420
	Iteration 278Q: 3 clusters Score -4416474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -4416464.500000 Penalty: 3339.055420
	Iteration 279Q: 3 clusters Score -4416464 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -4416462.000000 Penalty: 3339.055420
	Iteration 280F: 3 clusters Score -4416462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -4416455.000000 Penalty: 3339.055420
	Iteration 281Q: 3 clusters Score -4416455 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -4416437.000000 Penalty: 3339.055420
	Iteration 282Q: 3 clusters Score -4416437 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -4416413.000000 Penalty: 3339.055420
	Iteration 283Q: 3 clusters Score -4416413 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -4416399.000000 Penalty: 3339.055420
	Iteration 284Q: 3 clusters Score -4416399 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -4416393.500000 Penalty: 3339.055420
	Iteration 285Q: 3 clusters Score -4416394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -4416387.500000 Penalty: 3339.055420
	Iteration 286Q: 3 clusters Score -4416388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -4416372.000000 Penalty: 3339.055420
	Iteration 287Q: 3 clusters Score -4416372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -4416358.500000 Penalty: 3339.055420
	Iteration 288Q: 3 clusters Score -4416358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -4416355.500000 Penalty: 3339.055420
	Iteration 289Q: 3 clusters Score -4416356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -4416347.000000 Penalty: 3339.055420
	Iteration 290Q: 3 clusters Score -4416347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -4416335.500000 Penalty: 3339.055420
	Iteration 291Q: 3 clusters Score -4416336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -4416341.500000 Penalty: 3339.055420
	Iteration 292Q: 3 clusters Score -4416342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -4416313.500000 Penalty: 3339.055420
	Iteration 293Q: 3 clusters Score -4416314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -4416306.500000 Penalty: 3339.055420
	Iteration 294Q: 3 clusters Score -4416306 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -4416302.500000 Penalty: 3339.055420
	Iteration 295Q: 3 clusters Score -4416302 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -4416272.500000 Penalty: 3339.055420
	Iteration 296Q: 3 clusters Score -4416272 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -4416254.500000 Penalty: 3339.055420
	Iteration 297Q: 3 clusters Score -4416254 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -4416226.000000 Penalty: 3339.055420
	Iteration 298Q: 3 clusters Score -4416226 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -4416189.000000 Penalty: 3339.055420
	Iteration 299Q: 3 clusters Score -4416189 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -4416144.000000 Penalty: 3339.055420
	Iteration 300F: 3 clusters Score -4416144 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -4416137.000000 Penalty: 3339.055420
	Iteration 301Q: 3 clusters Score -4416137 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -4416119.500000 Penalty: 3339.055420
	Iteration 302Q: 3 clusters Score -4416120 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -4416099.500000 Penalty: 3339.055420
	Iteration 303Q: 3 clusters Score -4416100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -4416087.000000 Penalty: 3339.055420
	Iteration 304Q: 3 clusters Score -4416087 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -4416063.000000 Penalty: 3339.055420
	Iteration 305Q: 3 clusters Score -4416063 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -4416052.000000 Penalty: 3339.055420
	Iteration 306Q: 3 clusters Score -4416052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -4416044.500000 Penalty: 3339.055420
	Iteration 307Q: 3 clusters Score -4416044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -4416039.500000 Penalty: 3339.055420
	Iteration 308Q: 3 clusters Score -4416040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -4416034.500000 Penalty: 3339.055420
	Iteration 309Q: 3 clusters Score -4416034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -4416034.000000 Penalty: 3339.055420
	Iteration 310Q: 3 clusters Score -4416034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -4416036.500000 Penalty: 3339.055420
	Iteration 311Q: 3 clusters Score -4416036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -4416026.500000 Penalty: 3339.055420
	Iteration 312Q: 3 clusters Score -4416026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -4416004.500000 Penalty: 3339.055420
	Iteration 313Q: 3 clusters Score -4416004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -4415994.000000 Penalty: 3339.055420
	Iteration 314Q: 3 clusters Score -4415994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -4415975.500000 Penalty: 3339.055420
	Iteration 315Q: 3 clusters Score -4415976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -4415973.500000 Penalty: 3339.055420
	Iteration 316Q: 3 clusters Score -4415974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -4415960.500000 Penalty: 3339.055420
	Iteration 317Q: 3 clusters Score -4415960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -4415957.000000 Penalty: 3339.055420
	Iteration 318Q: 3 clusters Score -4415957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -4415951.000000 Penalty: 3339.055420
	Iteration 319Q: 3 clusters Score -4415951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4415954.000000 Penalty: 3339.055420
	Iteration 320F: 3 clusters Score -4415954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -4415948.500000 Penalty: 3339.055420
	Iteration 321Q: 3 clusters Score -4415948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -4415947.000000 Penalty: 3339.055420
	Iteration 322Q: 3 clusters Score -4415947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -4415938.500000 Penalty: 3339.055420
	Iteration 323Q: 3 clusters Score -4415938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -4415934.000000 Penalty: 3339.055420
	Iteration 324Q: 3 clusters Score -4415934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -4415933.500000 Penalty: 3339.055420
	Iteration 325Q: 3 clusters Score -4415934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -4415939.500000 Penalty: 3339.055420
	Iteration 326Q: 3 clusters Score -4415940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -4415943.000000 Penalty: 3339.055420
	Iteration 327Q: 3 clusters Score -4415943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -4415933.500000 Penalty: 3339.055420
	Iteration 328Q: 3 clusters Score -4415934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -4415934.000000 Penalty: 3339.055420
	Iteration 329Q: 3 clusters Score -4415934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -4415931.500000 Penalty: 3339.055420
	Iteration 330Q: 3 clusters Score -4415932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -4415931.500000 Penalty: 3339.055420
	Iteration 331F: 3 clusters Score -4415932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -150994.671875 Penalty: 1151.050537
	Iteration 0F: 2 clusters Score -150994.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -149463.796875 Penalty: 2302.101074
	Iteration 0F: 3 clusters Score -149463.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -149842.312500 Penalty: 2302.101074
	Iteration 1F: 3 clusters Score -149842.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -149996.687500 Penalty: 2302.101074
	Iteration 2F: 3 clusters Score -149996.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -150151.546875 Penalty: 2302.101074
	Iteration 3F: 3 clusters Score -150151.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -150270.750000 Penalty: 2302.101074
	Iteration 4F: 3 clusters Score -150270.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -150351.953125 Penalty: 2302.101074
	Iteration 5Q: 3 clusters Score -150352 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -150399.390625 Penalty: 2302.101074
	Iteration 6Q: 3 clusters Score -150399.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -150460.093750 Penalty: 2302.101074
	Iteration 7Q: 3 clusters Score -150460.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -150510.187500 Penalty: 2302.101074
	Iteration 8Q: 3 clusters Score -150510.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -150539.625000 Penalty: 2302.101074
	Iteration 9Q: 3 clusters Score -150539.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -150548.453125 Penalty: 2302.101074
	Iteration 10Q: 3 clusters Score -150548.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -150558.046875 Penalty: 2302.101074
	Iteration 11Q: 3 clusters Score -150558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -150568.625000 Penalty: 2302.101074
	Iteration 12Q: 3 clusters Score -150568.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -150577.750000 Penalty: 2302.101074
	Iteration 13Q: 3 clusters Score -150577.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -150584.312500 Penalty: 2302.101074
	Iteration 14Q: 3 clusters Score -150584.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -150587.562500 Penalty: 2302.101074
	Iteration 15Q: 3 clusters Score -150587.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -150588.578125 Penalty: 2302.101074
	Iteration 16Q: 3 clusters Score -150588.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -150589.015625 Penalty: 2302.101074
	Iteration 17Q: 3 clusters Score -150589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -150589.015625 Penalty: 2302.101074
	Iteration 18F: 3 clusters Score -150589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -80715.250000 Penalty: 1052.257812
	Iteration 0F: 2 clusters Score -80715.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79502.031250 Penalty: 2104.515625
	Iteration 0F: 3 clusters Score -79502.03 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79698.023438 Penalty: 2104.515625
	Iteration 1F: 3 clusters Score -79698.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -79777.250000 Penalty: 2104.515625
	Iteration 2F: 3 clusters Score -79777.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -79832.359375 Penalty: 2104.515625
	Iteration 3Q: 3 clusters Score -79832.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -79859.359375 Penalty: 2104.515625
	Iteration 4Q: 3 clusters Score -79859.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -79884.609375 Penalty: 2104.515625
	Iteration 5Q: 3 clusters Score -79884.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79890.070312 Penalty: 2104.515625
	Iteration 6Q: 3 clusters Score -79890.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79901.281250 Penalty: 2104.515625
	Iteration 7Q: 3 clusters Score -79901.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79912.335938 Penalty: 2104.515625
	Iteration 8Q: 3 clusters Score -79912.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -79920.531250 Penalty: 2104.515625
	Iteration 9Q: 3 clusters Score -79920.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -79924.742188 Penalty: 2104.515625
	Iteration 10Q: 3 clusters Score -79924.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79930.039062 Penalty: 2104.515625
	Iteration 11Q: 3 clusters Score -79930.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79932.093750 Penalty: 2104.515625
	Iteration 12Q: 3 clusters Score -79932.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79932.539062 Penalty: 2104.515625
	Iteration 13Q: 3 clusters Score -79932.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79932.539062 Penalty: 2104.515625
	Iteration 14F: 3 clusters Score -79932.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Entering Unmasked Estep 
Score: -692022.312500 Penalty: 1383.033203
	Iteration 0F: 2 clusters Score -692022.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -688068.187500 Penalty: 2766.066406
	Iteration 0F: 3 clusters Score -688068.2 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -689208.437500 Penalty: 2766.066406
	Iteration 1F: 3 clusters Score -689208.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -689419.250000 Penalty: 2766.066406
	Iteration 2F: 3 clusters Score -689419.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -689570.187500 Penalty: 2766.066406
	Iteration 3F: 3 clusters Score -689570.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -689663.312500 Penalty: 2766.066406
	Iteration 4Q: 3 clusters Score -689663.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -689737.750000 Penalty: 2766.066406
	Iteration 5Q: 3 clusters Score -689737.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -689813.562500 Penalty: 2766.066406
	Iteration 6Q: 3 clusters Score -689813.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -689888.437500 Penalty: 2766.066406
	Iteration 7Q: 3 clusters Score -689888.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -689968.562500 Penalty: 2766.066406
	Iteration 8Q: 3 clusters Score -689968.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -690041.000000 Penalty: 2766.066406
	Iteration 9Q: 3 clusters Score -690041 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -690116.875000 Penalty: 2766.066406
	Iteration 10Q: 3 clusters Score -690116.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -690206.562500 Penalty: 2766.066406
	Iteration 11Q: 3 clusters Score -690206.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -690288.500000 Penalty: 2766.066406
	Iteration 12Q: 3 clusters Score -690288.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -690366.375000 Penalty: 2766.066406
	Iteration 13Q: 3 clusters Score -690366.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -690461.562500 Penalty: 2766.066406
	Iteration 14Q: 3 clusters Score -690461.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -690531.812500 Penalty: 2766.066406
	Iteration 15Q: 3 clusters Score -690531.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -690581.125000 Penalty: 2766.066406
	Iteration 16Q: 3 clusters Score -690581.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -690630.937500 Penalty: 2766.066406
	Iteration 17Q: 3 clusters Score -690630.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -690680.687500 Penalty: 2766.066406
	Iteration 18Q: 3 clusters Score -690680.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -690710.187500 Penalty: 2766.066406
	Iteration 19Q: 3 clusters Score -690710.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -690728.562500 Penalty: 2766.066406
	Iteration 20F: 3 clusters Score -690728.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -690743.187500 Penalty: 2766.066406
	Iteration 21Q: 3 clusters Score -690743.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -690757.437500 Penalty: 2766.066406
	Iteration 22Q: 3 clusters Score -690757.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -690768.625000 Penalty: 2766.066406
	Iteration 23Q: 3 clusters Score -690768.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -690784.000000 Penalty: 2766.066406
	Iteration 24Q: 3 clusters Score -690784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -690798.937500 Penalty: 2766.066406
	Iteration 25Q: 3 clusters Score -690798.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -690809.937500 Penalty: 2766.066406
	Iteration 26Q: 3 clusters Score -690809.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -690821.500000 Penalty: 2766.066406
	Iteration 27Q: 3 clusters Score -690821.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -690831.312500 Penalty: 2766.066406
	Iteration 28Q: 3 clusters Score -690831.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -690842.437500 Penalty: 2766.066406
	Iteration 29Q: 3 clusters Score -690842.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -690855.500000 Penalty: 2766.066406
	Iteration 30Q: 3 clusters Score -690855.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -690864.687500 Penalty: 2766.066406
	Iteration 31Q: 3 clusters Score -690864.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -690870.625000 Penalty: 2766.066406
	Iteration 32Q: 3 clusters Score -690870.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -690873.187500 Penalty: 2766.066406
	Iteration 33Q: 3 clusters Score -690873.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -690875.187500 Penalty: 2766.066406
	Iteration 34Q: 3 clusters Score -690875.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -690876.687500 Penalty: 2766.066406
	Iteration 35Q: 3 clusters Score -690876.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -690879.500000 Penalty: 2766.066406
	Iteration 36Q: 3 clusters Score -690879.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -690883.375000 Penalty: 2766.066406
	Iteration 37Q: 3 clusters Score -690883.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -690886.000000 Penalty: 2766.066406
	Iteration 38Q: 3 clusters Score -690886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -690885.812500 Penalty: 2766.066406
	Iteration 39Q: 3 clusters Score -690885.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -690885.812500 Penalty: 2766.066406
	Iteration 40F: 3 clusters Score -690885.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (14933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Entering Unmasked Estep 
Score: -2213018.500000 Penalty: 1561.840942
	Iteration 0F: 2 clusters Score -2213018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2202746.750000 Penalty: 3123.681885
	Iteration 0F: 3 clusters Score -2202747 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2206396.000000 Penalty: 3123.681885
	Iteration 1F: 3 clusters Score -2206396 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2206686.500000 Penalty: 3123.681885
	Iteration 2F: 3 clusters Score -2206686 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2206908.500000 Penalty: 3123.681885
	Iteration 3Q: 3 clusters Score -2206908 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2207048.750000 Penalty: 3123.681885
	Iteration 4Q: 3 clusters Score -2207049 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2207152.750000 Penalty: 3123.681885
	Iteration 5Q: 3 clusters Score -2207153 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2207245.000000 Penalty: 3123.681885
	Iteration 6Q: 3 clusters Score -2207245 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2207312.000000 Penalty: 3123.681885
	Iteration 7Q: 3 clusters Score -2207312 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2207378.750000 Penalty: 3123.681885
	Iteration 8Q: 3 clusters Score -2207379 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2207445.500000 Penalty: 3123.681885
	Iteration 9Q: 3 clusters Score -2207446 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2207510.250000 Penalty: 3123.681885
	Iteration 10Q: 3 clusters Score -2207510 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2207582.750000 Penalty: 3123.681885
	Iteration 11Q: 3 clusters Score -2207583 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2207643.000000 Penalty: 3123.681885
	Iteration 12Q: 3 clusters Score -2207643 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2207699.250000 Penalty: 3123.681885
	Iteration 13Q: 3 clusters Score -2207699 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2207751.750000 Penalty: 3123.681885
	Iteration 14Q: 3 clusters Score -2207752 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2207799.750000 Penalty: 3123.681885
	Iteration 15Q: 3 clusters Score -2207800 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2207846.750000 Penalty: 3123.681885
	Iteration 16Q: 3 clusters Score -2207847 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2207872.250000 Penalty: 3123.681885
	Iteration 17Q: 3 clusters Score -2207872 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2207930.500000 Penalty: 3123.681885
	Iteration 18Q: 3 clusters Score -2207930 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2207981.250000 Penalty: 3123.681885
	Iteration 19Q: 3 clusters Score -2207981 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2208035.250000 Penalty: 3123.681885
	Iteration 20F: 3 clusters Score -2208035 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2208108.000000 Penalty: 3123.681885
	Iteration 21Q: 3 clusters Score -2208108 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2208156.750000 Penalty: 3123.681885
	Iteration 22Q: 3 clusters Score -2208157 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2208249.750000 Penalty: 3123.681885
	Iteration 23Q: 3 clusters Score -2208250 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2208362.250000 Penalty: 3123.681885
	Iteration 24Q: 3 clusters Score -2208362 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2208514.250000 Penalty: 3123.681885
	Iteration 25Q: 3 clusters Score -2208514 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2208699.750000 Penalty: 3123.681885
	Iteration 26Q: 3 clusters Score -2208700 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2208970.250000 Penalty: 3123.681885
	Iteration 27Q: 3 clusters Score -2208970 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2209274.500000 Penalty: 3123.681885
	Iteration 28Q: 3 clusters Score -2209274 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2209588.750000 Penalty: 3123.681885
	Iteration 29Q: 3 clusters Score -2209589 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2209874.750000 Penalty: 3123.681885
	Iteration 30Q: 3 clusters Score -2209875 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2210128.250000 Penalty: 3123.681885
	Iteration 31Q: 3 clusters Score -2210128 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2210337.250000 Penalty: 3123.681885
	Iteration 32Q: 3 clusters Score -2210337 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2210494.750000 Penalty: 3123.681885
	Iteration 33Q: 3 clusters Score -2210495 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2210636.500000 Penalty: 3123.681885
	Iteration 34Q: 3 clusters Score -2210636 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2210763.500000 Penalty: 3123.681885
	Iteration 35Q: 3 clusters Score -2210764 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2210855.750000 Penalty: 3123.681885
	Iteration 36Q: 3 clusters Score -2210856 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2210941.000000 Penalty: 3123.681885
	Iteration 37Q: 3 clusters Score -2210941 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2211025.000000 Penalty: 3123.681885
	Iteration 38Q: 3 clusters Score -2211025 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2211108.250000 Penalty: 3123.681885
	Iteration 39Q: 3 clusters Score -2211108 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2211174.250000 Penalty: 3123.681885
	Iteration 40F: 3 clusters Score -2211174 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2211258.000000 Penalty: 3123.681885
	Iteration 41Q: 3 clusters Score -2211258 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2211333.000000 Penalty: 3123.681885
	Iteration 42Q: 3 clusters Score -2211333 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2211395.500000 Penalty: 3123.681885
	Iteration 43Q: 3 clusters Score -2211396 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2211426.250000 Penalty: 3123.681885
	Iteration 44Q: 3 clusters Score -2211426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2211458.750000 Penalty: 3123.681885
	Iteration 45Q: 3 clusters Score -2211459 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2211487.250000 Penalty: 3123.681885
	Iteration 46Q: 3 clusters Score -2211487 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2211505.000000 Penalty: 3123.681885
	Iteration 47Q: 3 clusters Score -2211505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2211519.500000 Penalty: 3123.681885
	Iteration 48Q: 3 clusters Score -2211520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2211537.500000 Penalty: 3123.681885
	Iteration 49Q: 3 clusters Score -2211538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2211550.500000 Penalty: 3123.681885
	Iteration 50Q: 3 clusters Score -2211550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2211566.250000 Penalty: 3123.681885
	Iteration 51Q: 3 clusters Score -2211566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2211570.500000 Penalty: 3123.681885
	Iteration 52Q: 3 clusters Score -2211570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2211577.250000 Penalty: 3123.681885
	Iteration 53Q: 3 clusters Score -2211577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2211592.500000 Penalty: 3123.681885
	Iteration 54Q: 3 clusters Score -2211592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2211595.500000 Penalty: 3123.681885
	Iteration 55Q: 3 clusters Score -2211596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2211603.000000 Penalty: 3123.681885
	Iteration 56Q: 3 clusters Score -2211603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2211602.750000 Penalty: 3123.681885
	Iteration 57Q: 3 clusters Score -2211603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2211606.750000 Penalty: 3123.681885
	Iteration 58Q: 3 clusters Score -2211607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2211609.000000 Penalty: 3123.681885
	Iteration 59Q: 3 clusters Score -2211609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2211612.000000 Penalty: 3123.681885
	Iteration 60F: 3 clusters Score -2211612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2211616.000000 Penalty: 3123.681885
	Iteration 61Q: 3 clusters Score -2211616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2211625.500000 Penalty: 3123.681885
	Iteration 62Q: 3 clusters Score -2211626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2211628.750000 Penalty: 3123.681885
	Iteration 63Q: 3 clusters Score -2211629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2211630.500000 Penalty: 3123.681885
	Iteration 64Q: 3 clusters Score -2211630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2211633.250000 Penalty: 3123.681885
	Iteration 65Q: 3 clusters Score -2211633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2211633.250000 Penalty: 3123.681885
	Iteration 66Q: 3 clusters Score -2211633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2211633.250000 Penalty: 3123.681885
	Iteration 67F: 3 clusters Score -2211633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Entering Unmasked Estep 
Score: -2173774.500000 Penalty: 1554.813721
	Iteration 0F: 2 clusters Score -2173774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2163963.750000 Penalty: 3109.627441
	Iteration 0F: 3 clusters Score -2163964 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2167417.750000 Penalty: 3109.627441
	Iteration 1F: 3 clusters Score -2167418 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2167877.500000 Penalty: 3109.627441
	Iteration 2F: 3 clusters Score -2167878 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2168397.500000 Penalty: 3109.627441
	Iteration 3F: 3 clusters Score -2168398 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2169058.750000 Penalty: 3109.627441
	Iteration 4F: 3 clusters Score -2169059 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2169780.000000 Penalty: 3109.627441
	Iteration 5F: 3 clusters Score -2169780 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2170487.750000 Penalty: 3109.627441
	Iteration 6F: 3 clusters Score -2170488 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2171116.250000 Penalty: 3109.627441
	Iteration 7F: 3 clusters Score -2171116 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2171629.250000 Penalty: 3109.627441
	Iteration 8Q: 3 clusters Score -2171629 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2171945.000000 Penalty: 3109.627441
	Iteration 9Q: 3 clusters Score -2171945 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2172143.500000 Penalty: 3109.627441
	Iteration 10Q: 3 clusters Score -2172144 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2172267.000000 Penalty: 3109.627441
	Iteration 11Q: 3 clusters Score -2172267 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2172340.500000 Penalty: 3109.627441
	Iteration 12Q: 3 clusters Score -2172340 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2172380.500000 Penalty: 3109.627441
	Iteration 13Q: 3 clusters Score -2172380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2172408.500000 Penalty: 3109.627441
	Iteration 14Q: 3 clusters Score -2172408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2172423.750000 Penalty: 3109.627441
	Iteration 15Q: 3 clusters Score -2172424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2172430.500000 Penalty: 3109.627441
	Iteration 16Q: 3 clusters Score -2172430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2172439.750000 Penalty: 3109.627441
	Iteration 17Q: 3 clusters Score -2172440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2172446.250000 Penalty: 3109.627441
	Iteration 18Q: 3 clusters Score -2172446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2172449.250000 Penalty: 3109.627441
	Iteration 19Q: 3 clusters Score -2172449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2172452.000000 Penalty: 3109.627441
	Iteration 20F: 3 clusters Score -2172452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2172456.250000 Penalty: 3109.627441
	Iteration 21Q: 3 clusters Score -2172456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2172459.000000 Penalty: 3109.627441
	Iteration 22Q: 3 clusters Score -2172459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2172465.750000 Penalty: 3109.627441
	Iteration 23Q: 3 clusters Score -2172466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2172468.000000 Penalty: 3109.627441
	Iteration 24Q: 3 clusters Score -2172468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2172467.250000 Penalty: 3109.627441
	Iteration 25Q: 3 clusters Score -2172467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2172467.250000 Penalty: 3109.627441
	Iteration 26F: 3 clusters Score -2172467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Entering Unmasked Estep 
Score: -519417.406250 Penalty: 1334.806519
	Iteration 0F: 2 clusters Score -519417.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -516313.218750 Penalty: 2669.613037
	Iteration 0F: 3 clusters Score -516313.2 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -517255.562500 Penalty: 2669.613037
	Iteration 1F: 3 clusters Score -517255.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -517462.781250 Penalty: 2669.613037
	Iteration 2F: 3 clusters Score -517462.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -517618.468750 Penalty: 2669.613037
	Iteration 3F: 3 clusters Score -517618.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -517747.062500 Penalty: 2669.613037
	Iteration 4Q: 3 clusters Score -517747.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -517840.156250 Penalty: 2669.613037
	Iteration 5Q: 3 clusters Score -517840.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -517910.093750 Penalty: 2669.613037
	Iteration 6Q: 3 clusters Score -517910.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -517964.468750 Penalty: 2669.613037
	Iteration 7Q: 3 clusters Score -517964.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -518020.656250 Penalty: 2669.613037
	Iteration 8Q: 3 clusters Score -518020.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -518084.312500 Penalty: 2669.613037
	Iteration 9Q: 3 clusters Score -518084.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -518132.187500 Penalty: 2669.613037
	Iteration 10Q: 3 clusters Score -518132.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -518173.531250 Penalty: 2669.613037
	Iteration 11Q: 3 clusters Score -518173.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -518211.875000 Penalty: 2669.613037
	Iteration 12Q: 3 clusters Score -518211.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -518242.468750 Penalty: 2669.613037
	Iteration 13Q: 3 clusters Score -518242.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -518266.500000 Penalty: 2669.613037
	Iteration 14Q: 3 clusters Score -518266.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -518280.843750 Penalty: 2669.613037
	Iteration 15Q: 3 clusters Score -518280.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -518289.343750 Penalty: 2669.613037
	Iteration 16Q: 3 clusters Score -518289.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -518298.156250 Penalty: 2669.613037
	Iteration 17Q: 3 clusters Score -518298.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -518306.437500 Penalty: 2669.613037
	Iteration 18Q: 3 clusters Score -518306.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -518312.968750 Penalty: 2669.613037
	Iteration 19Q: 3 clusters Score -518313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -518324.031250 Penalty: 2669.613037
	Iteration 20F: 3 clusters Score -518324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -518334.125000 Penalty: 2669.613037
	Iteration 21Q: 3 clusters Score -518334.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -518342.187500 Penalty: 2669.613037
	Iteration 22Q: 3 clusters Score -518342.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -518350.156250 Penalty: 2669.613037
	Iteration 23Q: 3 clusters Score -518350.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -518356.437500 Penalty: 2669.613037
	Iteration 24Q: 3 clusters Score -518356.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -518364.437500 Penalty: 2669.613037
	Iteration 25Q: 3 clusters Score -518364.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -518379.062500 Penalty: 2669.613037
	Iteration 26Q: 3 clusters Score -518379.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -518394.750000 Penalty: 2669.613037
	Iteration 27Q: 3 clusters Score -518394.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -518411.312500 Penalty: 2669.613037
	Iteration 28Q: 3 clusters Score -518411.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -518427.968750 Penalty: 2669.613037
	Iteration 29Q: 3 clusters Score -518428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -518446.437500 Penalty: 2669.613037
	Iteration 30Q: 3 clusters Score -518446.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -518470.343750 Penalty: 2669.613037
	Iteration 31Q: 3 clusters Score -518470.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -518488.375000 Penalty: 2669.613037
	Iteration 32Q: 3 clusters Score -518488.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -518500.156250 Penalty: 2669.613037
	Iteration 33Q: 3 clusters Score -518500.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -518505.937500 Penalty: 2669.613037
	Iteration 34Q: 3 clusters Score -518505.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -518509.843750 Penalty: 2669.613037
	Iteration 35Q: 3 clusters Score -518509.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -518514.687500 Penalty: 2669.613037
	Iteration 36Q: 3 clusters Score -518514.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -518521.406250 Penalty: 2669.613037
	Iteration 37Q: 3 clusters Score -518521.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -518529.187500 Penalty: 2669.613037
	Iteration 38Q: 3 clusters Score -518529.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -518534.687500 Penalty: 2669.613037
	Iteration 39Q: 3 clusters Score -518534.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -518542.906250 Penalty: 2669.613037
	Iteration 40F: 3 clusters Score -518542.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -518548.968750 Penalty: 2669.613037
	Iteration 41Q: 3 clusters Score -518549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -518562.531250 Penalty: 2669.613037
	Iteration 42Q: 3 clusters Score -518562.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -518582.250000 Penalty: 2669.613037
	Iteration 43Q: 3 clusters Score -518582.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -518596.656250 Penalty: 2669.613037
	Iteration 44Q: 3 clusters Score -518596.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -518606.843750 Penalty: 2669.613037
	Iteration 45Q: 3 clusters Score -518606.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -518611.312500 Penalty: 2669.613037
	Iteration 46Q: 3 clusters Score -518611.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -518614.031250 Penalty: 2669.613037
	Iteration 47Q: 3 clusters Score -518614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -518616.437500 Penalty: 2669.613037
	Iteration 48Q: 3 clusters Score -518616.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -518616.593750 Penalty: 2669.613037
	Iteration 49Q: 3 clusters Score -518616.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -518618.156250 Penalty: 2669.613037
	Iteration 50Q: 3 clusters Score -518618.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -518619.187500 Penalty: 2669.613037
	Iteration 51Q: 3 clusters Score -518619.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -518621.843750 Penalty: 2669.613037
	Iteration 52Q: 3 clusters Score -518621.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -518623.593750 Penalty: 2669.613037
	Iteration 53Q: 3 clusters Score -518623.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -518625.000000 Penalty: 2669.613037
	Iteration 54Q: 3 clusters Score -518625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -518624.750000 Penalty: 2669.613037
	Iteration 55Q: 3 clusters Score -518624.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -518624.750000 Penalty: 2669.613037
	Iteration 56F: 3 clusters Score -518624.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -138012.984375 Penalty: 1135.467163
	Iteration 0F: 2 clusters Score -138013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -136515.515625 Penalty: 2270.934326
	Iteration 0F: 3 clusters Score -136515.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -136797.578125 Penalty: 2270.934326
	Iteration 1F: 3 clusters Score -136797.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -136899.656250 Penalty: 2270.934326
	Iteration 2F: 3 clusters Score -136899.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -136973.265625 Penalty: 2270.934326
	Iteration 3Q: 3 clusters Score -136973.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -137040.343750 Penalty: 2270.934326
	Iteration 4Q: 3 clusters Score -137040.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -137113.609375 Penalty: 2270.934326
	Iteration 5Q: 3 clusters Score -137113.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -137195.296875 Penalty: 2270.934326
	Iteration 6Q: 3 clusters Score -137195.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -137318.609375 Penalty: 2270.934326
	Iteration 7Q: 3 clusters Score -137318.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -137464.359375 Penalty: 2270.934326
	Iteration 8F: 3 clusters Score -137464.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -137666.687500 Penalty: 2270.934326
	Iteration 9F: 3 clusters Score -137666.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -137797.515625 Penalty: 2270.934326
	Iteration 10F: 3 clusters Score -137797.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -137884.015625 Penalty: 2270.934326
	Iteration 11Q: 3 clusters Score -137884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -137933.281250 Penalty: 2270.934326
	Iteration 12Q: 3 clusters Score -137933.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -137965.343750 Penalty: 2270.934326
	Iteration 13Q: 3 clusters Score -137965.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -137986.828125 Penalty: 2270.934326
	Iteration 14Q: 3 clusters Score -137986.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -138004.765625 Penalty: 2270.934326
	Iteration 15Q: 3 clusters Score -138004.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -138017.031250 Penalty: 2270.934326
	Iteration 16Q: 3 clusters Score -138017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -138017.640625 Penalty: 2270.934326
	Iteration 17Q: 3 clusters Score -138017.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -138018.218750 Penalty: 2270.934326
	Iteration 18Q: 3 clusters Score -138018.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -138020.578125 Penalty: 2270.934326
	Iteration 19Q: 3 clusters Score -138020.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -138022.437500 Penalty: 2270.934326
	Iteration 20F: 3 clusters Score -138022.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10425 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24931 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12942 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 9506 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 563 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20418 members 
Mstep: Class 51 contains 998 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14049 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14649 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22648 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Mstep: Class 86 contains 520 members 
Entering Unmasked Estep 
Score: -85934448.000000 Penalty: 185964.312500
Splitting cluster 48 changes total score from -85935576.000000 to -85934448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (6057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Entering Unmasked Estep 
Score: -773065.000000 Penalty: 1415.207642
	Iteration 0F: 2 clusters Score -773065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -768484.812500 Penalty: 2830.415283
	Iteration 0F: 3 clusters Score -768484.8 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -769829.625000 Penalty: 2830.415283
	Iteration 1F: 3 clusters Score -769829.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -770090.062500 Penalty: 2830.415283
	Iteration 2F: 3 clusters Score -770090.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -770301.125000 Penalty: 2830.415283
	Iteration 3F: 3 clusters Score -770301.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -770483.875000 Penalty: 2830.415283
	Iteration 4F: 3 clusters Score -770483.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -770646.375000 Penalty: 2830.415283
	Iteration 5Q: 3 clusters Score -770646.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -770841.312500 Penalty: 2830.415283
	Iteration 6Q: 3 clusters Score -770841.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -771011.687500 Penalty: 2830.415283
	Iteration 7Q: 3 clusters Score -771011.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -771151.812500 Penalty: 2830.415283
	Iteration 8Q: 3 clusters Score -771151.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -771272.312500 Penalty: 2830.415283
	Iteration 9Q: 3 clusters Score -771272.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -771380.187500 Penalty: 2830.415283
	Iteration 10Q: 3 clusters Score -771380.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -771499.812500 Penalty: 2830.415283
	Iteration 11Q: 3 clusters Score -771499.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -771599.500000 Penalty: 2830.415283
	Iteration 12Q: 3 clusters Score -771599.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -771662.000000 Penalty: 2830.415283
	Iteration 13Q: 3 clusters Score -771662 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -771725.875000 Penalty: 2830.415283
	Iteration 14Q: 3 clusters Score -771725.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -771789.937500 Penalty: 2830.415283
	Iteration 15Q: 3 clusters Score -771789.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -771846.812500 Penalty: 2830.415283
	Iteration 16Q: 3 clusters Score -771846.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -771896.125000 Penalty: 2830.415283
	Iteration 17Q: 3 clusters Score -771896.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -771937.875000 Penalty: 2830.415283
	Iteration 18Q: 3 clusters Score -771937.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -771974.687500 Penalty: 2830.415283
	Iteration 19Q: 3 clusters Score -771974.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -772007.062500 Penalty: 2830.415283
	Iteration 20F: 3 clusters Score -772007.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -772029.125000 Penalty: 2830.415283
	Iteration 21Q: 3 clusters Score -772029.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -772050.312500 Penalty: 2830.415283
	Iteration 22Q: 3 clusters Score -772050.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -772070.875000 Penalty: 2830.415283
	Iteration 23Q: 3 clusters Score -772070.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -772083.687500 Penalty: 2830.415283
	Iteration 24Q: 3 clusters Score -772083.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -772092.000000 Penalty: 2830.415283
	Iteration 25Q: 3 clusters Score -772092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -772098.625000 Penalty: 2830.415283
	Iteration 26Q: 3 clusters Score -772098.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -772099.312500 Penalty: 2830.415283
	Iteration 27Q: 3 clusters Score -772099.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -772099.375000 Penalty: 2830.415283
	Iteration 28Q: 3 clusters Score -772099.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -772101.375000 Penalty: 2830.415283
	Iteration 29Q: 3 clusters Score -772101.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -772101.750000 Penalty: 2830.415283
	Iteration 30Q: 3 clusters Score -772101.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -772101.750000 Penalty: 2830.415283
	Iteration 31Q: 3 clusters Score -772101.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -772102.187500 Penalty: 2830.415283
	Iteration 32Q: 3 clusters Score -772102.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -772105.062500 Penalty: 2830.415283
	Iteration 33Q: 3 clusters Score -772105.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -772106.750000 Penalty: 2830.415283
	Iteration 34Q: 3 clusters Score -772106.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -772109.250000 Penalty: 2830.415283
	Iteration 35Q: 3 clusters Score -772109.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -772110.250000 Penalty: 2830.415283
	Iteration 36Q: 3 clusters Score -772110.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -772111.125000 Penalty: 2830.415283
	Iteration 37Q: 3 clusters Score -772111.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -772110.500000 Penalty: 2830.415283
	Iteration 38Q: 3 clusters Score -772110.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -772110.500000 Penalty: 2830.415283
	Iteration 39F: 3 clusters Score -772110.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (20418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Entering Unmasked Estep 
Score: -3113981.250000 Penalty: 1612.677979
	Iteration 0F: 2 clusters Score -3113981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -3100975.250000 Penalty: 3225.355957
	Iteration 0F: 3 clusters Score -3100975 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -3105916.500000 Penalty: 3225.355957
	Iteration 1F: 3 clusters Score -3105916 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -3106190.000000 Penalty: 3225.355957
	Iteration 2Q: 3 clusters Score -3106190 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -3106445.750000 Penalty: 3225.355957
	Iteration 3Q: 3 clusters Score -3106446 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -3106676.500000 Penalty: 3225.355957
	Iteration 4Q: 3 clusters Score -3106676 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -3106874.750000 Penalty: 3225.355957
	Iteration 5Q: 3 clusters Score -3106875 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -3107082.750000 Penalty: 3225.355957
	Iteration 6Q: 3 clusters Score -3107083 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -3107290.000000 Penalty: 3225.355957
	Iteration 7Q: 3 clusters Score -3107290 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -3107511.250000 Penalty: 3225.355957
	Iteration 8Q: 3 clusters Score -3107511 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -3107708.000000 Penalty: 3225.355957
	Iteration 9Q: 3 clusters Score -3107708 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3107920.250000 Penalty: 3225.355957
	Iteration 10Q: 3 clusters Score -3107920 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -3108152.500000 Penalty: 3225.355957
	Iteration 11Q: 3 clusters Score -3108152 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -3108457.500000 Penalty: 3225.355957
	Iteration 12Q: 3 clusters Score -3108458 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -3108835.000000 Penalty: 3225.355957
	Iteration 13Q: 3 clusters Score -3108835 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3109322.000000 Penalty: 3225.355957
	Iteration 14Q: 3 clusters Score -3109322 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -3109920.750000 Penalty: 3225.355957
	Iteration 15Q: 3 clusters Score -3109921 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3110536.000000 Penalty: 3225.355957
	Iteration 16Q: 3 clusters Score -3110536 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3111130.500000 Penalty: 3225.355957
	Iteration 17Q: 3 clusters Score -3111130 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3111604.000000 Penalty: 3225.355957
	Iteration 18Q: 3 clusters Score -3111604 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3111863.250000 Penalty: 3225.355957
	Iteration 19Q: 3 clusters Score -3111863 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3112054.250000 Penalty: 3225.355957
	Iteration 20F: 3 clusters Score -3112054 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3112182.500000 Penalty: 3225.355957
	Iteration 21Q: 3 clusters Score -3112182 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3112269.250000 Penalty: 3225.355957
	Iteration 22Q: 3 clusters Score -3112269 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3112358.500000 Penalty: 3225.355957
	Iteration 23Q: 3 clusters Score -3112358 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3112401.750000 Penalty: 3225.355957
	Iteration 24Q: 3 clusters Score -3112402 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3112445.000000 Penalty: 3225.355957
	Iteration 25Q: 3 clusters Score -3112445 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3112470.500000 Penalty: 3225.355957
	Iteration 26Q: 3 clusters Score -3112470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3112505.250000 Penalty: 3225.355957
	Iteration 27Q: 3 clusters Score -3112505 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3112517.250000 Penalty: 3225.355957
	Iteration 28Q: 3 clusters Score -3112517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3112528.500000 Penalty: 3225.355957
	Iteration 29Q: 3 clusters Score -3112528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3112545.250000 Penalty: 3225.355957
	Iteration 30Q: 3 clusters Score -3112545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3112551.750000 Penalty: 3225.355957
	Iteration 31Q: 3 clusters Score -3112552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3112556.500000 Penalty: 3225.355957
	Iteration 32Q: 3 clusters Score -3112556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3112561.250000 Penalty: 3225.355957
	Iteration 33Q: 3 clusters Score -3112561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3112560.250000 Penalty: 3225.355957
	Iteration 34Q: 3 clusters Score -3112560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3112560.250000 Penalty: 3225.355957
	Iteration 35F: 3 clusters Score -3112560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -135795.265625 Penalty: 1122.184937
	Iteration 0F: 2 clusters Score -135795.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -134390.953125 Penalty: 2244.369873
	Iteration 0F: 3 clusters Score -134391 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -134636.312500 Penalty: 2244.369873
	Iteration 1F: 3 clusters Score -134636.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -134702.375000 Penalty: 2244.369873
	Iteration 2F: 3 clusters Score -134702.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -134727.890625 Penalty: 2244.369873
	Iteration 3Q: 3 clusters Score -134727.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -134735.875000 Penalty: 2244.369873
	Iteration 4Q: 3 clusters Score -134735.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -134741.703125 Penalty: 2244.369873
	Iteration 5Q: 3 clusters Score -134741.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -134746.093750 Penalty: 2244.369873
	Iteration 6Q: 3 clusters Score -134746.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -134753.109375 Penalty: 2244.369873
	Iteration 7Q: 3 clusters Score -134753.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -134756.656250 Penalty: 2244.369873
	Iteration 8Q: 3 clusters Score -134756.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -134760.609375 Penalty: 2244.369873
	Iteration 9Q: 3 clusters Score -134760.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -134766.843750 Penalty: 2244.369873
	Iteration 10Q: 3 clusters Score -134766.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -134775.390625 Penalty: 2244.369873
	Iteration 11Q: 3 clusters Score -134775.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -134783.609375 Penalty: 2244.369873
	Iteration 12Q: 3 clusters Score -134783.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -134793.343750 Penalty: 2244.369873
	Iteration 13Q: 3 clusters Score -134793.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -134812.359375 Penalty: 2244.369873
	Iteration 14Q: 3 clusters Score -134812.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -134834.281250 Penalty: 2244.369873
	Iteration 15Q: 3 clusters Score -134834.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -134854.531250 Penalty: 2244.369873
	Iteration 16Q: 3 clusters Score -134854.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -134878.453125 Penalty: 2244.369873
	Iteration 17Q: 3 clusters Score -134878.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -134896.531250 Penalty: 2244.369873
	Iteration 18Q: 3 clusters Score -134896.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -134928.531250 Penalty: 2244.369873
	Iteration 19Q: 3 clusters Score -134928.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -134959.359375 Penalty: 2244.369873
	Iteration 20F: 3 clusters Score -134959.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -134975.906250 Penalty: 2244.369873
	Iteration 21Q: 3 clusters Score -134975.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -134991.812500 Penalty: 2244.369873
	Iteration 22Q: 3 clusters Score -134991.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -135003.640625 Penalty: 2244.369873
	Iteration 23Q: 3 clusters Score -135003.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -135014.984375 Penalty: 2244.369873
	Iteration 24Q: 3 clusters Score -135015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -135028.453125 Penalty: 2244.369873
	Iteration 25Q: 3 clusters Score -135028.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -135032.265625 Penalty: 2244.369873
	Iteration 26Q: 3 clusters Score -135032.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -135036.171875 Penalty: 2244.369873
	Iteration 27Q: 3 clusters Score -135036.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -135039.218750 Penalty: 2244.369873
	Iteration 28Q: 3 clusters Score -135039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -135040.375000 Penalty: 2244.369873
	Iteration 29Q: 3 clusters Score -135040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -135041.203125 Penalty: 2244.369873
	Iteration 30Q: 3 clusters Score -135041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -135041.593750 Penalty: 2244.369873
	Iteration 31Q: 3 clusters Score -135041.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -135042.468750 Penalty: 2244.369873
	Iteration 32Q: 3 clusters Score -135042.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -135045.125000 Penalty: 2244.369873
	Iteration 33Q: 3 clusters Score -135045.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -135047.625000 Penalty: 2244.369873
	Iteration 34Q: 3 clusters Score -135047.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -135049.296875 Penalty: 2244.369873
	Iteration 35Q: 3 clusters Score -135049.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -135053.718750 Penalty: 2244.369873
	Iteration 36Q: 3 clusters Score -135053.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -135056.140625 Penalty: 2244.369873
	Iteration 37Q: 3 clusters Score -135056.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -135057.718750 Penalty: 2244.369873
	Iteration 38Q: 3 clusters Score -135057.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -135059.531250 Penalty: 2244.369873
	Iteration 39Q: 3 clusters Score -135059.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -135061.015625 Penalty: 2244.369873
	Iteration 40F: 3 clusters Score -135061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Entering Unmasked Estep 
Score: -327568.437500 Penalty: 1270.233276
	Iteration 0F: 2 clusters Score -327568.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -325171.250000 Penalty: 2540.466553
	Iteration 0F: 3 clusters Score -325171.2 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -325772.468750 Penalty: 2540.466553
	Iteration 1F: 3 clusters Score -325772.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -325977.937500 Penalty: 2540.466553
	Iteration 2F: 3 clusters Score -325977.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -326143.562500 Penalty: 2540.466553
	Iteration 3F: 3 clusters Score -326143.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -326248.125000 Penalty: 2540.466553
	Iteration 4F: 3 clusters Score -326248.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -326338.312500 Penalty: 2540.466553
	Iteration 5Q: 3 clusters Score -326338.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -326409.031250 Penalty: 2540.466553
	Iteration 6Q: 3 clusters Score -326409 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -326449.406250 Penalty: 2540.466553
	Iteration 7Q: 3 clusters Score -326449.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -326479.718750 Penalty: 2540.466553
	Iteration 8Q: 3 clusters Score -326479.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -326499.343750 Penalty: 2540.466553
	Iteration 9Q: 3 clusters Score -326499.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -326511.468750 Penalty: 2540.466553
	Iteration 10Q: 3 clusters Score -326511.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -326524.062500 Penalty: 2540.466553
	Iteration 11Q: 3 clusters Score -326524.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -326533.156250 Penalty: 2540.466553
	Iteration 12Q: 3 clusters Score -326533.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -326541.250000 Penalty: 2540.466553
	Iteration 13Q: 3 clusters Score -326541.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -326548.062500 Penalty: 2540.466553
	Iteration 14Q: 3 clusters Score -326548.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -326551.500000 Penalty: 2540.466553
	Iteration 15Q: 3 clusters Score -326551.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -326553.968750 Penalty: 2540.466553
	Iteration 16Q: 3 clusters Score -326554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -326559.062500 Penalty: 2540.466553
	Iteration 17Q: 3 clusters Score -326559.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -326561.687500 Penalty: 2540.466553
	Iteration 18Q: 3 clusters Score -326561.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -326564.156250 Penalty: 2540.466553
	Iteration 19Q: 3 clusters Score -326564.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -326565.968750 Penalty: 2540.466553
	Iteration 20F: 3 clusters Score -326566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -326569.250000 Penalty: 2540.466553
	Iteration 21Q: 3 clusters Score -326569.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -326575.812500 Penalty: 2540.466553
	Iteration 22Q: 3 clusters Score -326575.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -326589.375000 Penalty: 2540.466553
	Iteration 23Q: 3 clusters Score -326589.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -326600.031250 Penalty: 2540.466553
	Iteration 24Q: 3 clusters Score -326600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -326610.187500 Penalty: 2540.466553
	Iteration 25Q: 3 clusters Score -326610.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -326616.031250 Penalty: 2540.466553
	Iteration 26Q: 3 clusters Score -326616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -326620.687500 Penalty: 2540.466553
	Iteration 27Q: 3 clusters Score -326620.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -326622.906250 Penalty: 2540.466553
	Iteration 28Q: 3 clusters Score -326622.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -326624.687500 Penalty: 2540.466553
	Iteration 29Q: 3 clusters Score -326624.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -326628.000000 Penalty: 2540.466553
	Iteration 30Q: 3 clusters Score -326628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -326629.718750 Penalty: 2540.466553
	Iteration 31Q: 3 clusters Score -326629.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -326631.500000 Penalty: 2540.466553
	Iteration 32Q: 3 clusters Score -326631.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -326633.187500 Penalty: 2540.466553
	Iteration 33Q: 3 clusters Score -326633.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -326634.718750 Penalty: 2540.466553
	Iteration 34Q: 3 clusters Score -326634.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -326635.406250 Penalty: 2540.466553
	Iteration 35Q: 3 clusters Score -326635.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -326637.187500 Penalty: 2540.466553
	Iteration 36Q: 3 clusters Score -326637.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -326639.375000 Penalty: 2540.466553
	Iteration 37Q: 3 clusters Score -326639.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -326641.062500 Penalty: 2540.466553
	Iteration 38Q: 3 clusters Score -326641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -326641.812500 Penalty: 2540.466553
	Iteration 39Q: 3 clusters Score -326641.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -326643.375000 Penalty: 2540.466553
	Iteration 40F: 3 clusters Score -326643.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -326644.843750 Penalty: 2540.466553
	Iteration 41Q: 3 clusters Score -326644.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -326645.781250 Penalty: 2540.466553
	Iteration 42Q: 3 clusters Score -326645.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -326648.531250 Penalty: 2540.466553
	Iteration 43Q: 3 clusters Score -326648.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -326651.531250 Penalty: 2540.466553
	Iteration 44Q: 3 clusters Score -326651.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -326653.218750 Penalty: 2540.466553
	Iteration 45Q: 3 clusters Score -326653.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -326655.000000 Penalty: 2540.466553
	Iteration 46Q: 3 clusters Score -326655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -326655.625000 Penalty: 2540.466553
	Iteration 47Q: 3 clusters Score -326655.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -326656.000000 Penalty: 2540.466553
	Iteration 48Q: 3 clusters Score -326656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -326657.125000 Penalty: 2540.466553
	Iteration 49Q: 3 clusters Score -326657.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -326657.125000 Penalty: 2540.466553
	Iteration 50F: 3 clusters Score -326657.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -18708.947266 Penalty: 836.467834
	Iteration 0F: 2 clusters Score -18708.95 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 89 members 
Entering Unmasked Estep 
Score: -18035.332031 Penalty: 1672.935669
	Iteration 0F: 3 clusters Score -18035.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18118.199219 Penalty: 1672.935669
	Iteration 1F: 3 clusters Score -18118.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18121.630859 Penalty: 1672.935669
	Iteration 2Q: 3 clusters Score -18121.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18121.630859 Penalty: 1672.935669
	Iteration 3F: 3 clusters Score -18121.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Entering Unmasked Estep 
Score: -303246.250000 Penalty: 1251.592041
	Iteration 0F: 2 clusters Score -303246.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -301027.093750 Penalty: 2503.184082
	Iteration 0F: 3 clusters Score -301027.1 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -301539.968750 Penalty: 2503.184082
	Iteration 1F: 3 clusters Score -301540 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -301676.750000 Penalty: 2503.184082
	Iteration 2F: 3 clusters Score -301676.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -301765.343750 Penalty: 2503.184082
	Iteration 3F: 3 clusters Score -301765.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -301825.656250 Penalty: 2503.184082
	Iteration 4Q: 3 clusters Score -301825.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -301876.750000 Penalty: 2503.184082
	Iteration 5Q: 3 clusters Score -301876.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -301911.250000 Penalty: 2503.184082
	Iteration 6Q: 3 clusters Score -301911.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -301945.156250 Penalty: 2503.184082
	Iteration 7Q: 3 clusters Score -301945.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -301976.375000 Penalty: 2503.184082
	Iteration 8Q: 3 clusters Score -301976.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -302013.375000 Penalty: 2503.184082
	Iteration 9Q: 3 clusters Score -302013.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -302043.593750 Penalty: 2503.184082
	Iteration 10Q: 3 clusters Score -302043.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -302072.156250 Penalty: 2503.184082
	Iteration 11Q: 3 clusters Score -302072.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -302101.687500 Penalty: 2503.184082
	Iteration 12Q: 3 clusters Score -302101.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -302124.687500 Penalty: 2503.184082
	Iteration 13Q: 3 clusters Score -302124.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -302146.875000 Penalty: 2503.184082
	Iteration 14Q: 3 clusters Score -302146.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -302173.156250 Penalty: 2503.184082
	Iteration 15Q: 3 clusters Score -302173.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -302204.406250 Penalty: 2503.184082
	Iteration 16Q: 3 clusters Score -302204.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -302236.781250 Penalty: 2503.184082
	Iteration 17Q: 3 clusters Score -302236.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -302260.531250 Penalty: 2503.184082
	Iteration 18Q: 3 clusters Score -302260.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -302282.812500 Penalty: 2503.184082
	Iteration 19Q: 3 clusters Score -302282.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -302310.531250 Penalty: 2503.184082
	Iteration 20F: 3 clusters Score -302310.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -302333.437500 Penalty: 2503.184082
	Iteration 21Q: 3 clusters Score -302333.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -302368.281250 Penalty: 2503.184082
	Iteration 22Q: 3 clusters Score -302368.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -302390.218750 Penalty: 2503.184082
	Iteration 23Q: 3 clusters Score -302390.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -302412.031250 Penalty: 2503.184082
	Iteration 24Q: 3 clusters Score -302412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -302436.625000 Penalty: 2503.184082
	Iteration 25Q: 3 clusters Score -302436.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -302453.625000 Penalty: 2503.184082
	Iteration 26Q: 3 clusters Score -302453.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -302471.500000 Penalty: 2503.184082
	Iteration 27Q: 3 clusters Score -302471.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -302491.468750 Penalty: 2503.184082
	Iteration 28Q: 3 clusters Score -302491.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -302508.218750 Penalty: 2503.184082
	Iteration 29Q: 3 clusters Score -302508.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -302522.812500 Penalty: 2503.184082
	Iteration 30Q: 3 clusters Score -302522.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -302535.031250 Penalty: 2503.184082
	Iteration 31Q: 3 clusters Score -302535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -302545.531250 Penalty: 2503.184082
	Iteration 32Q: 3 clusters Score -302545.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -302557.000000 Penalty: 2503.184082
	Iteration 33Q: 3 clusters Score -302557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -302563.187500 Penalty: 2503.184082
	Iteration 34Q: 3 clusters Score -302563.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -302570.406250 Penalty: 2503.184082
	Iteration 35Q: 3 clusters Score -302570.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -302573.843750 Penalty: 2503.184082
	Iteration 36Q: 3 clusters Score -302573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -302574.281250 Penalty: 2503.184082
	Iteration 37Q: 3 clusters Score -302574.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -302575.375000 Penalty: 2503.184082
	Iteration 38Q: 3 clusters Score -302575.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -302575.375000 Penalty: 2503.184082
	Iteration 39F: 3 clusters Score -302575.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (13278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Entering Unmasked Estep 
Score: -2018142.750000 Penalty: 1542.752930
	Iteration 0F: 2 clusters Score -2018143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2009042.375000 Penalty: 3085.505859
	Iteration 0F: 3 clusters Score -2009042 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2012104.125000 Penalty: 3085.505859
	Iteration 1F: 3 clusters Score -2012104 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2012374.125000 Penalty: 3085.505859
	Iteration 2F: 3 clusters Score -2012374 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2012636.250000 Penalty: 3085.505859
	Iteration 3Q: 3 clusters Score -2012636 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2012870.375000 Penalty: 3085.505859
	Iteration 4Q: 3 clusters Score -2012870 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2013125.000000 Penalty: 3085.505859
	Iteration 5Q: 3 clusters Score -2013125 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2013351.375000 Penalty: 3085.505859
	Iteration 6Q: 3 clusters Score -2013351 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2013561.000000 Penalty: 3085.505859
	Iteration 7Q: 3 clusters Score -2013561 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2013760.250000 Penalty: 3085.505859
	Iteration 8Q: 3 clusters Score -2013760 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2013994.125000 Penalty: 3085.505859
	Iteration 9Q: 3 clusters Score -2013994 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2014226.375000 Penalty: 3085.505859
	Iteration 10Q: 3 clusters Score -2014226 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2014433.250000 Penalty: 3085.505859
	Iteration 11Q: 3 clusters Score -2014433 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2014653.000000 Penalty: 3085.505859
	Iteration 12Q: 3 clusters Score -2014653 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2014867.250000 Penalty: 3085.505859
	Iteration 13Q: 3 clusters Score -2014867 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2015096.500000 Penalty: 3085.505859
	Iteration 14Q: 3 clusters Score -2015096 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2015303.750000 Penalty: 3085.505859
	Iteration 15Q: 3 clusters Score -2015304 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2015507.375000 Penalty: 3085.505859
	Iteration 16Q: 3 clusters Score -2015507 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2015673.750000 Penalty: 3085.505859
	Iteration 17Q: 3 clusters Score -2015674 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2015828.125000 Penalty: 3085.505859
	Iteration 18Q: 3 clusters Score -2015828 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2015951.250000 Penalty: 3085.505859
	Iteration 19Q: 3 clusters Score -2015951 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2016039.250000 Penalty: 3085.505859
	Iteration 20F: 3 clusters Score -2016039 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2016128.625000 Penalty: 3085.505859
	Iteration 21Q: 3 clusters Score -2016129 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2016195.750000 Penalty: 3085.505859
	Iteration 22Q: 3 clusters Score -2016196 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2016233.750000 Penalty: 3085.505859
	Iteration 23Q: 3 clusters Score -2016234 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2016283.875000 Penalty: 3085.505859
	Iteration 24Q: 3 clusters Score -2016284 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2016322.875000 Penalty: 3085.505859
	Iteration 25Q: 3 clusters Score -2016323 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2016362.750000 Penalty: 3085.505859
	Iteration 26Q: 3 clusters Score -2016363 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2016395.750000 Penalty: 3085.505859
	Iteration 27Q: 3 clusters Score -2016396 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2016421.875000 Penalty: 3085.505859
	Iteration 28Q: 3 clusters Score -2016422 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2016451.500000 Penalty: 3085.505859
	Iteration 29Q: 3 clusters Score -2016452 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2016481.000000 Penalty: 3085.505859
	Iteration 30Q: 3 clusters Score -2016481 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2016505.625000 Penalty: 3085.505859
	Iteration 31Q: 3 clusters Score -2016506 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2016523.125000 Penalty: 3085.505859
	Iteration 32Q: 3 clusters Score -2016523 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2016538.500000 Penalty: 3085.505859
	Iteration 33Q: 3 clusters Score -2016538 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2016553.625000 Penalty: 3085.505859
	Iteration 34Q: 3 clusters Score -2016554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2016557.625000 Penalty: 3085.505859
	Iteration 35Q: 3 clusters Score -2016558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2016572.750000 Penalty: 3085.505859
	Iteration 36Q: 3 clusters Score -2016573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2016584.000000 Penalty: 3085.505859
	Iteration 37Q: 3 clusters Score -2016584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2016592.625000 Penalty: 3085.505859
	Iteration 38Q: 3 clusters Score -2016593 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2016604.625000 Penalty: 3085.505859
	Iteration 39Q: 3 clusters Score -2016605 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2016619.125000 Penalty: 3085.505859
	Iteration 40F: 3 clusters Score -2016619 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2016629.000000 Penalty: 3085.505859
	Iteration 41Q: 3 clusters Score -2016629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2016642.875000 Penalty: 3085.505859
	Iteration 42Q: 3 clusters Score -2016643 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2016661.250000 Penalty: 3085.505859
	Iteration 43Q: 3 clusters Score -2016661 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2016671.000000 Penalty: 3085.505859
	Iteration 44Q: 3 clusters Score -2016671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2016682.375000 Penalty: 3085.505859
	Iteration 45Q: 3 clusters Score -2016682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2016689.500000 Penalty: 3085.505859
	Iteration 46Q: 3 clusters Score -2016690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2016702.875000 Penalty: 3085.505859
	Iteration 47Q: 3 clusters Score -2016703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2016710.000000 Penalty: 3085.505859
	Iteration 48Q: 3 clusters Score -2016710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2016723.500000 Penalty: 3085.505859
	Iteration 49Q: 3 clusters Score -2016724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2016729.000000 Penalty: 3085.505859
	Iteration 50Q: 3 clusters Score -2016729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2016734.625000 Penalty: 3085.505859
	Iteration 51Q: 3 clusters Score -2016735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2016746.500000 Penalty: 3085.505859
	Iteration 52Q: 3 clusters Score -2016746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2016750.375000 Penalty: 3085.505859
	Iteration 53Q: 3 clusters Score -2016750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2016761.000000 Penalty: 3085.505859
	Iteration 54Q: 3 clusters Score -2016761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2016765.125000 Penalty: 3085.505859
	Iteration 55Q: 3 clusters Score -2016765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2016769.125000 Penalty: 3085.505859
	Iteration 56Q: 3 clusters Score -2016769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2016775.750000 Penalty: 3085.505859
	Iteration 57Q: 3 clusters Score -2016776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2016775.500000 Penalty: 3085.505859
	Iteration 58Q: 3 clusters Score -2016776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2016782.000000 Penalty: 3085.505859
	Iteration 59Q: 3 clusters Score -2016782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2016789.500000 Penalty: 3085.505859
	Iteration 60F: 3 clusters Score -2016790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2016795.125000 Penalty: 3085.505859
	Iteration 61Q: 3 clusters Score -2016795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2016800.250000 Penalty: 3085.505859
	Iteration 62Q: 3 clusters Score -2016800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2016803.750000 Penalty: 3085.505859
	Iteration 63Q: 3 clusters Score -2016804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2016807.125000 Penalty: 3085.505859
	Iteration 64Q: 3 clusters Score -2016807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2016812.875000 Penalty: 3085.505859
	Iteration 65Q: 3 clusters Score -2016813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2016823.125000 Penalty: 3085.505859
	Iteration 66Q: 3 clusters Score -2016823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2016823.625000 Penalty: 3085.505859
	Iteration 67Q: 3 clusters Score -2016824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2016829.750000 Penalty: 3085.505859
	Iteration 68Q: 3 clusters Score -2016830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2016827.000000 Penalty: 3085.505859
	Iteration 69Q: 3 clusters Score -2016827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2016830.500000 Penalty: 3085.505859
	Iteration 70Q: 3 clusters Score -2016830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2016830.750000 Penalty: 3085.505859
	Iteration 71Q: 3 clusters Score -2016831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2016831.625000 Penalty: 3085.505859
	Iteration 72Q: 3 clusters Score -2016832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2016833.125000 Penalty: 3085.505859
	Iteration 73Q: 3 clusters Score -2016833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2016833.750000 Penalty: 3085.505859
	Iteration 74Q: 3 clusters Score -2016834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2016834.500000 Penalty: 3085.505859
	Iteration 75Q: 3 clusters Score -2016834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2016834.500000 Penalty: 3085.505859
	Iteration 76F: 3 clusters Score -2016834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (11837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Entering Unmasked Estep 
Score: -1726752.750000 Penalty: 1524.085083
	Iteration 0F: 2 clusters Score -1726753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1718467.125000 Penalty: 3048.170166
	Iteration 0F: 3 clusters Score -1718467 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1721246.000000 Penalty: 3048.170166
	Iteration 1F: 3 clusters Score -1721246 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1721607.500000 Penalty: 3048.170166
	Iteration 2F: 3 clusters Score -1721608 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1721911.250000 Penalty: 3048.170166
	Iteration 3F: 3 clusters Score -1721911 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1722158.375000 Penalty: 3048.170166
	Iteration 4Q: 3 clusters Score -1722158 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1722332.875000 Penalty: 3048.170166
	Iteration 5Q: 3 clusters Score -1722333 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1722473.250000 Penalty: 3048.170166
	Iteration 6Q: 3 clusters Score -1722473 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1722616.500000 Penalty: 3048.170166
	Iteration 7Q: 3 clusters Score -1722616 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1722781.125000 Penalty: 3048.170166
	Iteration 8Q: 3 clusters Score -1722781 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1722984.875000 Penalty: 3048.170166
	Iteration 9Q: 3 clusters Score -1722985 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1723210.500000 Penalty: 3048.170166
	Iteration 10Q: 3 clusters Score -1723210 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1723507.125000 Penalty: 3048.170166
	Iteration 11Q: 3 clusters Score -1723507 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1723832.250000 Penalty: 3048.170166
	Iteration 12Q: 3 clusters Score -1723832 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1724152.000000 Penalty: 3048.170166
	Iteration 13Q: 3 clusters Score -1724152 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1724467.250000 Penalty: 3048.170166
	Iteration 14Q: 3 clusters Score -1724467 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1724786.000000 Penalty: 3048.170166
	Iteration 15Q: 3 clusters Score -1724786 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1725107.250000 Penalty: 3048.170166
	Iteration 16Q: 3 clusters Score -1725107 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1725326.125000 Penalty: 3048.170166
	Iteration 17Q: 3 clusters Score -1725326 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1725478.750000 Penalty: 3048.170166
	Iteration 18Q: 3 clusters Score -1725479 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1725594.125000 Penalty: 3048.170166
	Iteration 19Q: 3 clusters Score -1725594 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1725663.875000 Penalty: 3048.170166
	Iteration 20F: 3 clusters Score -1725664 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1725725.625000 Penalty: 3048.170166
	Iteration 21Q: 3 clusters Score -1725726 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1725776.250000 Penalty: 3048.170166
	Iteration 22Q: 3 clusters Score -1725776 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1725837.500000 Penalty: 3048.170166
	Iteration 23Q: 3 clusters Score -1725838 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1725919.000000 Penalty: 3048.170166
	Iteration 24Q: 3 clusters Score -1725919 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1726000.375000 Penalty: 3048.170166
	Iteration 25Q: 3 clusters Score -1726000 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1726071.875000 Penalty: 3048.170166
	Iteration 26Q: 3 clusters Score -1726072 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1726130.125000 Penalty: 3048.170166
	Iteration 27Q: 3 clusters Score -1726130 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1726165.625000 Penalty: 3048.170166
	Iteration 28Q: 3 clusters Score -1726166 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1726187.125000 Penalty: 3048.170166
	Iteration 29Q: 3 clusters Score -1726187 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1726207.625000 Penalty: 3048.170166
	Iteration 30Q: 3 clusters Score -1726208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1726224.375000 Penalty: 3048.170166
	Iteration 31Q: 3 clusters Score -1726224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1726236.000000 Penalty: 3048.170166
	Iteration 32Q: 3 clusters Score -1726236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1726244.875000 Penalty: 3048.170166
	Iteration 33Q: 3 clusters Score -1726245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1726254.125000 Penalty: 3048.170166
	Iteration 34Q: 3 clusters Score -1726254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1726284.250000 Penalty: 3048.170166
	Iteration 35Q: 3 clusters Score -1726284 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1726303.500000 Penalty: 3048.170166
	Iteration 36Q: 3 clusters Score -1726304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1726307.375000 Penalty: 3048.170166
	Iteration 37Q: 3 clusters Score -1726307 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1726318.375000 Penalty: 3048.170166
	Iteration 38Q: 3 clusters Score -1726318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1726326.750000 Penalty: 3048.170166
	Iteration 39Q: 3 clusters Score -1726327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1726331.750000 Penalty: 3048.170166
	Iteration 40F: 3 clusters Score -1726332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1726331.750000 Penalty: 3048.170166
	Iteration 41Q: 3 clusters Score -1726332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1726330.500000 Penalty: 3048.170166
	Iteration 42Q: 3 clusters Score -1726330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1726332.375000 Penalty: 3048.170166
	Iteration 43Q: 3 clusters Score -1726332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1726339.875000 Penalty: 3048.170166
	Iteration 44Q: 3 clusters Score -1726340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1726341.875000 Penalty: 3048.170166
	Iteration 45Q: 3 clusters Score -1726342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1726342.250000 Penalty: 3048.170166
	Iteration 46Q: 3 clusters Score -1726342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1726345.500000 Penalty: 3048.170166
	Iteration 47Q: 3 clusters Score -1726346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1726343.125000 Penalty: 3048.170166
	Iteration 48Q: 3 clusters Score -1726343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1726343.375000 Penalty: 3048.170166
	Iteration 49Q: 3 clusters Score -1726343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1726343.375000 Penalty: 3048.170166
	Iteration 50Q: 3 clusters Score -1726343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1726345.625000 Penalty: 3048.170166
	Iteration 51Q: 3 clusters Score -1726346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1726347.500000 Penalty: 3048.170166
	Iteration 52Q: 3 clusters Score -1726348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1726349.000000 Penalty: 3048.170166
	Iteration 53Q: 3 clusters Score -1726349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1726352.500000 Penalty: 3048.170166
	Iteration 54Q: 3 clusters Score -1726352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1726352.625000 Penalty: 3048.170166
	Iteration 55Q: 3 clusters Score -1726353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1726353.375000 Penalty: 3048.170166
	Iteration 56Q: 3 clusters Score -1726353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1726349.375000 Penalty: 3048.170166
	Iteration 57Q: 3 clusters Score -1726349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1726350.625000 Penalty: 3048.170166
	Iteration 58Q: 3 clusters Score -1726351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1726355.375000 Penalty: 3048.170166
	Iteration 59Q: 3 clusters Score -1726355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1726353.500000 Penalty: 3048.170166
	Iteration 60F: 3 clusters Score -1726354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1726353.750000 Penalty: 3048.170166
	Iteration 61Q: 3 clusters Score -1726354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1726352.750000 Penalty: 3048.170166
	Iteration 62Q: 3 clusters Score -1726353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1726352.750000 Penalty: 3048.170166
	Iteration 63F: 3 clusters Score -1726353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -69403.281250 Penalty: 1018.111450
	Iteration 0F: 2 clusters Score -69403.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68355.320312 Penalty: 2036.222900
	Iteration 0F: 3 clusters Score -68355.32 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68550.039062 Penalty: 2036.222900
	Iteration 1F: 3 clusters Score -68550.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -68631.664062 Penalty: 2036.222900
	Iteration 2F: 3 clusters Score -68631.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68704.625000 Penalty: 2036.222900
	Iteration 3F: 3 clusters Score -68704.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -68750.460938 Penalty: 2036.222900
	Iteration 4Q: 3 clusters Score -68750.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -68774.617188 Penalty: 2036.222900
	Iteration 5Q: 3 clusters Score -68774.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -68786.820312 Penalty: 2036.222900
	Iteration 6Q: 3 clusters Score -68786.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -68801.085938 Penalty: 2036.222900
	Iteration 7Q: 3 clusters Score -68801.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -68807.007812 Penalty: 2036.222900
	Iteration 8Q: 3 clusters Score -68807.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -68813.960938 Penalty: 2036.222900
	Iteration 9Q: 3 clusters Score -68813.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -68815.781250 Penalty: 2036.222900
	Iteration 10Q: 3 clusters Score -68815.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -68816.484375 Penalty: 2036.222900
	Iteration 11F: 3 clusters Score -68816.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -68859.968750 Penalty: 2036.222900
	Iteration 12Q: 3 clusters Score -68859.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -68867.921875 Penalty: 2036.222900
	Iteration 13Q: 3 clusters Score -68867.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -68874.906250 Penalty: 2036.222900
	Iteration 14Q: 3 clusters Score -68874.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -68886.632812 Penalty: 2036.222900
	Iteration 15Q: 3 clusters Score -68886.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -68899.289062 Penalty: 2036.222900
	Iteration 16Q: 3 clusters Score -68899.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -68925.781250 Penalty: 2036.222900
	Iteration 17Q: 3 clusters Score -68925.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -68956.484375 Penalty: 2036.222900
	Iteration 18Q: 3 clusters Score -68956.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -69002.179688 Penalty: 2036.222900
	Iteration 19Q: 3 clusters Score -69002.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -69012.062500 Penalty: 2036.222900
	Iteration 20F: 3 clusters Score -69012.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -69023.734375 Penalty: 2036.222900
	Iteration 21Q: 3 clusters Score -69023.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -69031.375000 Penalty: 2036.222900
	Iteration 22Q: 3 clusters Score -69031.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -69036.773438 Penalty: 2036.222900
	Iteration 23Q: 3 clusters Score -69036.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -69040.039062 Penalty: 2036.222900
	Iteration 24Q: 3 clusters Score -69040.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -69042.648438 Penalty: 2036.222900
	Iteration 25Q: 3 clusters Score -69042.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -69047.273438 Penalty: 2036.222900
	Iteration 26Q: 3 clusters Score -69047.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -69049.609375 Penalty: 2036.222900
	Iteration 27Q: 3 clusters Score -69049.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -69049.609375 Penalty: 2036.222900
	Iteration 28F: 3 clusters Score -69049.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (14025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Entering Unmasked Estep 
Score: -2126899.250000 Penalty: 1551.646973
	Iteration 0F: 2 clusters Score -2126899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2117365.500000 Penalty: 3103.293945
	Iteration 0F: 3 clusters Score -2117366 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2120737.250000 Penalty: 3103.293945
	Iteration 1F: 3 clusters Score -2120737 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2121077.500000 Penalty: 3103.293945
	Iteration 2F: 3 clusters Score -2121078 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2121380.500000 Penalty: 3103.293945
	Iteration 3Q: 3 clusters Score -2121380 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2121660.500000 Penalty: 3103.293945
	Iteration 4Q: 3 clusters Score -2121660 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2121941.000000 Penalty: 3103.293945
	Iteration 5Q: 3 clusters Score -2121941 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2122275.500000 Penalty: 3103.293945
	Iteration 6Q: 3 clusters Score -2122276 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2122620.000000 Penalty: 3103.293945
	Iteration 7Q: 3 clusters Score -2122620 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2122989.250000 Penalty: 3103.293945
	Iteration 8Q: 3 clusters Score -2122989 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2123393.000000 Penalty: 3103.293945
	Iteration 9Q: 3 clusters Score -2123393 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2123739.000000 Penalty: 3103.293945
	Iteration 10Q: 3 clusters Score -2123739 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2123996.250000 Penalty: 3103.293945
	Iteration 11Q: 3 clusters Score -2123996 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2124176.500000 Penalty: 3103.293945
	Iteration 12Q: 3 clusters Score -2124176 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2124301.500000 Penalty: 3103.293945
	Iteration 13Q: 3 clusters Score -2124302 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2124399.250000 Penalty: 3103.293945
	Iteration 14Q: 3 clusters Score -2124399 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2124473.500000 Penalty: 3103.293945
	Iteration 15Q: 3 clusters Score -2124474 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2124533.500000 Penalty: 3103.293945
	Iteration 16Q: 3 clusters Score -2124534 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2124583.250000 Penalty: 3103.293945
	Iteration 17Q: 3 clusters Score -2124583 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2124616.750000 Penalty: 3103.293945
	Iteration 18Q: 3 clusters Score -2124617 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2124656.750000 Penalty: 3103.293945
	Iteration 19Q: 3 clusters Score -2124657 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2124690.000000 Penalty: 3103.293945
	Iteration 20F: 3 clusters Score -2124690 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2124727.500000 Penalty: 3103.293945
	Iteration 21Q: 3 clusters Score -2124728 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2124753.750000 Penalty: 3103.293945
	Iteration 22Q: 3 clusters Score -2124754 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2124789.750000 Penalty: 3103.293945
	Iteration 23Q: 3 clusters Score -2124790 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2124819.000000 Penalty: 3103.293945
	Iteration 24Q: 3 clusters Score -2124819 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2124848.000000 Penalty: 3103.293945
	Iteration 25Q: 3 clusters Score -2124848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2124879.750000 Penalty: 3103.293945
	Iteration 26Q: 3 clusters Score -2124880 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2124907.000000 Penalty: 3103.293945
	Iteration 27Q: 3 clusters Score -2124907 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2124931.000000 Penalty: 3103.293945
	Iteration 28Q: 3 clusters Score -2124931 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2124964.250000 Penalty: 3103.293945
	Iteration 29Q: 3 clusters Score -2124964 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2124999.000000 Penalty: 3103.293945
	Iteration 30Q: 3 clusters Score -2124999 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2125019.250000 Penalty: 3103.293945
	Iteration 31Q: 3 clusters Score -2125019 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2125054.500000 Penalty: 3103.293945
	Iteration 32Q: 3 clusters Score -2125054 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2125082.750000 Penalty: 3103.293945
	Iteration 33Q: 3 clusters Score -2125083 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2125122.250000 Penalty: 3103.293945
	Iteration 34Q: 3 clusters Score -2125122 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2125158.250000 Penalty: 3103.293945
	Iteration 35Q: 3 clusters Score -2125158 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2125191.000000 Penalty: 3103.293945
	Iteration 36Q: 3 clusters Score -2125191 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2125219.000000 Penalty: 3103.293945
	Iteration 37Q: 3 clusters Score -2125219 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2125257.250000 Penalty: 3103.293945
	Iteration 38Q: 3 clusters Score -2125257 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2125307.000000 Penalty: 3103.293945
	Iteration 39Q: 3 clusters Score -2125307 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2125337.000000 Penalty: 3103.293945
	Iteration 40F: 3 clusters Score -2125337 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2125363.250000 Penalty: 3103.293945
	Iteration 41Q: 3 clusters Score -2125363 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2125384.500000 Penalty: 3103.293945
	Iteration 42Q: 3 clusters Score -2125384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2125402.750000 Penalty: 3103.293945
	Iteration 43Q: 3 clusters Score -2125403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2125425.250000 Penalty: 3103.293945
	Iteration 44Q: 3 clusters Score -2125425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2125434.000000 Penalty: 3103.293945
	Iteration 45Q: 3 clusters Score -2125434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2125447.500000 Penalty: 3103.293945
	Iteration 46Q: 3 clusters Score -2125448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2125465.750000 Penalty: 3103.293945
	Iteration 47Q: 3 clusters Score -2125466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2125474.250000 Penalty: 3103.293945
	Iteration 48Q: 3 clusters Score -2125474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2125479.000000 Penalty: 3103.293945
	Iteration 49Q: 3 clusters Score -2125479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2125487.000000 Penalty: 3103.293945
	Iteration 50Q: 3 clusters Score -2125487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2125488.500000 Penalty: 3103.293945
	Iteration 51Q: 3 clusters Score -2125488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2125491.000000 Penalty: 3103.293945
	Iteration 52Q: 3 clusters Score -2125491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2125493.750000 Penalty: 3103.293945
	Iteration 53Q: 3 clusters Score -2125494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2125493.000000 Penalty: 3103.293945
	Iteration 54Q: 3 clusters Score -2125493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2125495.000000 Penalty: 3103.293945
	Iteration 55Q: 3 clusters Score -2125495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2125495.000000 Penalty: 3103.293945
	Iteration 56Q: 3 clusters Score -2125495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2125495.000000 Penalty: 3103.293945
	Iteration 57F: 3 clusters Score -2125495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -212080.265625 Penalty: 1205.941284
	Iteration 0F: 2 clusters Score -212080.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -210252.937500 Penalty: 2411.882568
	Iteration 0F: 3 clusters Score -210252.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -210712.843750 Penalty: 2411.882568
	Iteration 1F: 3 clusters Score -210712.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -210868.546875 Penalty: 2411.882568
	Iteration 2F: 3 clusters Score -210868.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -211059.640625 Penalty: 2411.882568
	Iteration 3F: 3 clusters Score -211059.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -211265.562500 Penalty: 2411.882568
	Iteration 4F: 3 clusters Score -211265.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -211466.156250 Penalty: 2411.882568
	Iteration 5F: 3 clusters Score -211466.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -211578.343750 Penalty: 2411.882568
	Iteration 6Q: 3 clusters Score -211578.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -211642.015625 Penalty: 2411.882568
	Iteration 7Q: 3 clusters Score -211642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -211694.421875 Penalty: 2411.882568
	Iteration 8Q: 3 clusters Score -211694.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -211745.656250 Penalty: 2411.882568
	Iteration 9Q: 3 clusters Score -211745.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -211774.812500 Penalty: 2411.882568
	Iteration 10Q: 3 clusters Score -211774.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -211796.703125 Penalty: 2411.882568
	Iteration 11Q: 3 clusters Score -211796.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -211815.484375 Penalty: 2411.882568
	Iteration 12Q: 3 clusters Score -211815.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -211833.140625 Penalty: 2411.882568
	Iteration 13Q: 3 clusters Score -211833.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -211850.953125 Penalty: 2411.882568
	Iteration 14Q: 3 clusters Score -211851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -211863.421875 Penalty: 2411.882568
	Iteration 15Q: 3 clusters Score -211863.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -211880.031250 Penalty: 2411.882568
	Iteration 16Q: 3 clusters Score -211880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -211886.843750 Penalty: 2411.882568
	Iteration 17Q: 3 clusters Score -211886.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -211894.250000 Penalty: 2411.882568
	Iteration 18Q: 3 clusters Score -211894.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -211899.031250 Penalty: 2411.882568
	Iteration 19Q: 3 clusters Score -211899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -211902.187500 Penalty: 2411.882568
	Iteration 20F: 3 clusters Score -211902.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -211903.390625 Penalty: 2411.882568
	Iteration 21Q: 3 clusters Score -211903.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -211903.390625 Penalty: 2411.882568
	Iteration 22F: 3 clusters Score -211903.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -99023.945312 Penalty: 1098.190308
	Iteration 0F: 2 clusters Score -99023.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -97736.828125 Penalty: 2196.380615
	Iteration 0F: 3 clusters Score -97736.83 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -98016.601562 Penalty: 2196.380615
	Iteration 1F: 3 clusters Score -98016.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -98089.351562 Penalty: 2196.380615
	Iteration 2F: 3 clusters Score -98089.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98112.984375 Penalty: 2196.380615
	Iteration 3Q: 3 clusters Score -98112.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -98130.140625 Penalty: 2196.380615
	Iteration 4Q: 3 clusters Score -98130.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -98145.304688 Penalty: 2196.380615
	Iteration 5Q: 3 clusters Score -98145.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -98154.460938 Penalty: 2196.380615
	Iteration 6Q: 3 clusters Score -98154.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -98161.335938 Penalty: 2196.380615
	Iteration 7Q: 3 clusters Score -98161.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -98166.578125 Penalty: 2196.380615
	Iteration 8Q: 3 clusters Score -98166.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -98170.617188 Penalty: 2196.380615
	Iteration 9Q: 3 clusters Score -98170.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -98172.546875 Penalty: 2196.380615
	Iteration 10Q: 3 clusters Score -98172.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -98173.554688 Penalty: 2196.380615
	Iteration 11Q: 3 clusters Score -98173.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -98175.125000 Penalty: 2196.380615
	Iteration 12Q: 3 clusters Score -98175.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -98176.867188 Penalty: 2196.380615
	Iteration 13Q: 3 clusters Score -98176.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -98183.328125 Penalty: 2196.380615
	Iteration 14Q: 3 clusters Score -98183.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -98189.507812 Penalty: 2196.380615
	Iteration 15Q: 3 clusters Score -98189.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -98195.203125 Penalty: 2196.380615
	Iteration 16Q: 3 clusters Score -98195.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -98200.703125 Penalty: 2196.380615
	Iteration 17Q: 3 clusters Score -98200.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -98204.460938 Penalty: 2196.380615
	Iteration 18Q: 3 clusters Score -98204.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -98208.726562 Penalty: 2196.380615
	Iteration 19Q: 3 clusters Score -98208.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -98211.257812 Penalty: 2196.380615
	Iteration 20F: 3 clusters Score -98211.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -98211.890625 Penalty: 2196.380615
	Iteration 21Q: 3 clusters Score -98211.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -98211.890625 Penalty: 2196.380615
	Iteration 22F: 3 clusters Score -98211.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (6693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Entering Unmasked Estep 
Score: -969738.750000 Penalty: 1431.432861
	Iteration 0F: 2 clusters Score -969738.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -964720.875000 Penalty: 2862.865723
	Iteration 0F: 3 clusters Score -964720.9 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -966227.750000 Penalty: 2862.865723
	Iteration 1F: 3 clusters Score -966227.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -966479.375000 Penalty: 2862.865723
	Iteration 2F: 3 clusters Score -966479.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -966697.375000 Penalty: 2862.865723
	Iteration 3F: 3 clusters Score -966697.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -966885.250000 Penalty: 2862.865723
	Iteration 4F: 3 clusters Score -966885.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -967049.500000 Penalty: 2862.865723
	Iteration 5Q: 3 clusters Score -967049.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -967201.687500 Penalty: 2862.865723
	Iteration 6Q: 3 clusters Score -967201.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -967366.937500 Penalty: 2862.865723
	Iteration 7Q: 3 clusters Score -967366.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -967542.000000 Penalty: 2862.865723
	Iteration 8Q: 3 clusters Score -967542 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -967666.250000 Penalty: 2862.865723
	Iteration 9Q: 3 clusters Score -967666.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -967773.312500 Penalty: 2862.865723
	Iteration 10Q: 3 clusters Score -967773.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -967868.875000 Penalty: 2862.865723
	Iteration 11Q: 3 clusters Score -967868.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -967984.000000 Penalty: 2862.865723
	Iteration 12Q: 3 clusters Score -967984 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -968061.125000 Penalty: 2862.865723
	Iteration 13Q: 3 clusters Score -968061.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -968133.687500 Penalty: 2862.865723
	Iteration 14Q: 3 clusters Score -968133.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -968187.000000 Penalty: 2862.865723
	Iteration 15Q: 3 clusters Score -968187 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -968249.312500 Penalty: 2862.865723
	Iteration 16Q: 3 clusters Score -968249.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -968287.687500 Penalty: 2862.865723
	Iteration 17Q: 3 clusters Score -968287.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -968327.250000 Penalty: 2862.865723
	Iteration 18Q: 3 clusters Score -968327.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -968370.562500 Penalty: 2862.865723
	Iteration 19Q: 3 clusters Score -968370.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -968399.812500 Penalty: 2862.865723
	Iteration 20F: 3 clusters Score -968399.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -968419.375000 Penalty: 2862.865723
	Iteration 21Q: 3 clusters Score -968419.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -968440.312500 Penalty: 2862.865723
	Iteration 22Q: 3 clusters Score -968440.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -968456.250000 Penalty: 2862.865723
	Iteration 23Q: 3 clusters Score -968456.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -968471.687500 Penalty: 2862.865723
	Iteration 24Q: 3 clusters Score -968471.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -968488.937500 Penalty: 2862.865723
	Iteration 25Q: 3 clusters Score -968488.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -968499.000000 Penalty: 2862.865723
	Iteration 26Q: 3 clusters Score -968499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -968510.187500 Penalty: 2862.865723
	Iteration 27Q: 3 clusters Score -968510.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -968516.750000 Penalty: 2862.865723
	Iteration 28Q: 3 clusters Score -968516.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -968521.312500 Penalty: 2862.865723
	Iteration 29Q: 3 clusters Score -968521.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -968526.375000 Penalty: 2862.865723
	Iteration 30Q: 3 clusters Score -968526.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -968527.250000 Penalty: 2862.865723
	Iteration 31Q: 3 clusters Score -968527.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -968529.125000 Penalty: 2862.865723
	Iteration 32Q: 3 clusters Score -968529.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -968532.125000 Penalty: 2862.865723
	Iteration 33Q: 3 clusters Score -968532.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -968533.687500 Penalty: 2862.865723
	Iteration 34Q: 3 clusters Score -968533.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -968537.875000 Penalty: 2862.865723
	Iteration 35Q: 3 clusters Score -968537.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -968542.500000 Penalty: 2862.865723
	Iteration 36Q: 3 clusters Score -968542.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -968542.875000 Penalty: 2862.865723
	Iteration 37Q: 3 clusters Score -968542.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -968545.687500 Penalty: 2862.865723
	Iteration 38Q: 3 clusters Score -968545.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -968545.312500 Penalty: 2862.865723
	Iteration 39Q: 3 clusters Score -968545.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -968545.312500 Penalty: 2862.865723
	Iteration 40F: 3 clusters Score -968545.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (19003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Entering Unmasked Estep 
Score: -2892817.250000 Penalty: 1601.007202
	Iteration 0F: 2 clusters Score -2892817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2880733.500000 Penalty: 3202.014404
	Iteration 0F: 3 clusters Score -2880734 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2885526.500000 Penalty: 3202.014404
	Iteration 1F: 3 clusters Score -2885526 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2885845.500000 Penalty: 3202.014404
	Iteration 2F: 3 clusters Score -2885846 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2886168.000000 Penalty: 3202.014404
	Iteration 3Q: 3 clusters Score -2886168 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2886513.250000 Penalty: 3202.014404
	Iteration 4Q: 3 clusters Score -2886513 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2886922.750000 Penalty: 3202.014404
	Iteration 5Q: 3 clusters Score -2886923 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2887412.750000 Penalty: 3202.014404
	Iteration 6F: 3 clusters Score -2887413 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2887967.000000 Penalty: 3202.014404
	Iteration 7F: 3 clusters Score -2887967 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2888575.750000 Penalty: 3202.014404
	Iteration 8F: 3 clusters Score -2888576 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2889193.500000 Penalty: 3202.014404
	Iteration 9F: 3 clusters Score -2889194 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2889662.250000 Penalty: 3202.014404
	Iteration 10Q: 3 clusters Score -2889662 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2890094.500000 Penalty: 3202.014404
	Iteration 11Q: 3 clusters Score -2890094 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2890435.500000 Penalty: 3202.014404
	Iteration 12Q: 3 clusters Score -2890436 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2890651.750000 Penalty: 3202.014404
	Iteration 13Q: 3 clusters Score -2890652 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2890841.750000 Penalty: 3202.014404
	Iteration 14Q: 3 clusters Score -2890842 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2890984.000000 Penalty: 3202.014404
	Iteration 15Q: 3 clusters Score -2890984 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2891108.750000 Penalty: 3202.014404
	Iteration 16Q: 3 clusters Score -2891109 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2891214.750000 Penalty: 3202.014404
	Iteration 17Q: 3 clusters Score -2891215 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2891275.500000 Penalty: 3202.014404
	Iteration 18Q: 3 clusters Score -2891276 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2891338.250000 Penalty: 3202.014404
	Iteration 19Q: 3 clusters Score -2891338 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2891389.000000 Penalty: 3202.014404
	Iteration 20F: 3 clusters Score -2891389 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2891435.000000 Penalty: 3202.014404
	Iteration 21Q: 3 clusters Score -2891435 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2891468.000000 Penalty: 3202.014404
	Iteration 22Q: 3 clusters Score -2891468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2891493.750000 Penalty: 3202.014404
	Iteration 23Q: 3 clusters Score -2891494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2891514.250000 Penalty: 3202.014404
	Iteration 24Q: 3 clusters Score -2891514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2891530.250000 Penalty: 3202.014404
	Iteration 25Q: 3 clusters Score -2891530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2891543.000000 Penalty: 3202.014404
	Iteration 26Q: 3 clusters Score -2891543 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2891571.250000 Penalty: 3202.014404
	Iteration 27Q: 3 clusters Score -2891571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2891591.500000 Penalty: 3202.014404
	Iteration 28Q: 3 clusters Score -2891592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2891619.250000 Penalty: 3202.014404
	Iteration 29Q: 3 clusters Score -2891619 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2891639.000000 Penalty: 3202.014404
	Iteration 30Q: 3 clusters Score -2891639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2891659.750000 Penalty: 3202.014404
	Iteration 31Q: 3 clusters Score -2891660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2891668.500000 Penalty: 3202.014404
	Iteration 32Q: 3 clusters Score -2891668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2891678.500000 Penalty: 3202.014404
	Iteration 33Q: 3 clusters Score -2891678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2891687.500000 Penalty: 3202.014404
	Iteration 34Q: 3 clusters Score -2891688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2891691.000000 Penalty: 3202.014404
	Iteration 35Q: 3 clusters Score -2891691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2891697.000000 Penalty: 3202.014404
	Iteration 36Q: 3 clusters Score -2891697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2891706.000000 Penalty: 3202.014404
	Iteration 37Q: 3 clusters Score -2891706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2891703.750000 Penalty: 3202.014404
	Iteration 38Q: 3 clusters Score -2891704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2891702.750000 Penalty: 3202.014404
	Iteration 39Q: 3 clusters Score -2891703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2891705.000000 Penalty: 3202.014404
	Iteration 40F: 3 clusters Score -2891705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2891710.000000 Penalty: 3202.014404
	Iteration 41Q: 3 clusters Score -2891710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2891717.500000 Penalty: 3202.014404
	Iteration 42Q: 3 clusters Score -2891718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2891714.250000 Penalty: 3202.014404
	Iteration 43Q: 3 clusters Score -2891714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2891714.000000 Penalty: 3202.014404
	Iteration 44Q: 3 clusters Score -2891714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2891711.250000 Penalty: 3202.014404
	Iteration 45Q: 3 clusters Score -2891711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2891714.750000 Penalty: 3202.014404
	Iteration 46Q: 3 clusters Score -2891715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2891714.750000 Penalty: 3202.014404
	Iteration 47F: 3 clusters Score -2891715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (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: -230719.015625 Penalty: 1211.203735
	Iteration 0F: 2 clusters Score -230719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -228899.781250 Penalty: 2422.407471
	Iteration 0F: 3 clusters Score -228899.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -229395.750000 Penalty: 2422.407471
	Iteration 1F: 3 clusters Score -229395.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -229581.250000 Penalty: 2422.407471
	Iteration 2F: 3 clusters Score -229581.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -229696.156250 Penalty: 2422.407471
	Iteration 3F: 3 clusters Score -229696.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -229795.437500 Penalty: 2422.407471
	Iteration 4F: 3 clusters Score -229795.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -229881.953125 Penalty: 2422.407471
	Iteration 5Q: 3 clusters Score -229882 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -229934.234375 Penalty: 2422.407471
	Iteration 6Q: 3 clusters Score -229934.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -229956.390625 Penalty: 2422.407471
	Iteration 7Q: 3 clusters Score -229956.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -229974.218750 Penalty: 2422.407471
	Iteration 8Q: 3 clusters Score -229974.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -229988.437500 Penalty: 2422.407471
	Iteration 9Q: 3 clusters Score -229988.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -229999.250000 Penalty: 2422.407471
	Iteration 10Q: 3 clusters Score -229999.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -230006.062500 Penalty: 2422.407471
	Iteration 11Q: 3 clusters Score -230006.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -230010.421875 Penalty: 2422.407471
	Iteration 12Q: 3 clusters Score -230010.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -230018.625000 Penalty: 2422.407471
	Iteration 13Q: 3 clusters Score -230018.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -230026.828125 Penalty: 2422.407471
	Iteration 14Q: 3 clusters Score -230026.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -230033.250000 Penalty: 2422.407471
	Iteration 15Q: 3 clusters Score -230033.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -230037.203125 Penalty: 2422.407471
	Iteration 16Q: 3 clusters Score -230037.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -230041.281250 Penalty: 2422.407471
	Iteration 17Q: 3 clusters Score -230041.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -230043.234375 Penalty: 2422.407471
	Iteration 18Q: 3 clusters Score -230043.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -230044.453125 Penalty: 2422.407471
	Iteration 19Q: 3 clusters Score -230044.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -230046.015625 Penalty: 2422.407471
	Iteration 20F: 3 clusters Score -230046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -230046.406250 Penalty: 2422.407471
	Iteration 21Q: 3 clusters Score -230046.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -230046.406250 Penalty: 2422.407471
	Iteration 22F: 3 clusters Score -230046.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (4450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Entering Unmasked Estep 
Score: -587634.937500 Penalty: 1365.107178
	Iteration 0F: 2 clusters Score -587634.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -584005.312500 Penalty: 2730.214355
	Iteration 0F: 3 clusters Score -584005.3 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -584975.687500 Penalty: 2730.214355
	Iteration 1F: 3 clusters Score -584975.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -585160.812500 Penalty: 2730.214355
	Iteration 2F: 3 clusters Score -585160.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -585285.375000 Penalty: 2730.214355
	Iteration 3F: 3 clusters Score -585285.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -585386.625000 Penalty: 2730.214355
	Iteration 4Q: 3 clusters Score -585386.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -585481.437500 Penalty: 2730.214355
	Iteration 5Q: 3 clusters Score -585481.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -585564.062500 Penalty: 2730.214355
	Iteration 6Q: 3 clusters Score -585564.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -585628.125000 Penalty: 2730.214355
	Iteration 7Q: 3 clusters Score -585628.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -585672.312500 Penalty: 2730.214355
	Iteration 8Q: 3 clusters Score -585672.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -585715.687500 Penalty: 2730.214355
	Iteration 9Q: 3 clusters Score -585715.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -585753.437500 Penalty: 2730.214355
	Iteration 10Q: 3 clusters Score -585753.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -585791.375000 Penalty: 2730.214355
	Iteration 11Q: 3 clusters Score -585791.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -585829.187500 Penalty: 2730.214355
	Iteration 12Q: 3 clusters Score -585829.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -585857.062500 Penalty: 2730.214355
	Iteration 13Q: 3 clusters Score -585857.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -585882.375000 Penalty: 2730.214355
	Iteration 14Q: 3 clusters Score -585882.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -585905.687500 Penalty: 2730.214355
	Iteration 15Q: 3 clusters Score -585905.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -585930.375000 Penalty: 2730.214355
	Iteration 16Q: 3 clusters Score -585930.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -585962.437500 Penalty: 2730.214355
	Iteration 17Q: 3 clusters Score -585962.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -585994.250000 Penalty: 2730.214355
	Iteration 18Q: 3 clusters Score -585994.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -586025.187500 Penalty: 2730.214355
	Iteration 19Q: 3 clusters Score -586025.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -586061.125000 Penalty: 2730.214355
	Iteration 20F: 3 clusters Score -586061.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -586101.625000 Penalty: 2730.214355
	Iteration 21Q: 3 clusters Score -586101.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -586136.687500 Penalty: 2730.214355
	Iteration 22Q: 3 clusters Score -586136.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -586170.062500 Penalty: 2730.214355
	Iteration 23Q: 3 clusters Score -586170.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -586197.437500 Penalty: 2730.214355
	Iteration 24Q: 3 clusters Score -586197.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -586225.687500 Penalty: 2730.214355
	Iteration 25Q: 3 clusters Score -586225.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -586253.437500 Penalty: 2730.214355
	Iteration 26Q: 3 clusters Score -586253.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -586270.937500 Penalty: 2730.214355
	Iteration 27Q: 3 clusters Score -586270.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -586285.625000 Penalty: 2730.214355
	Iteration 28Q: 3 clusters Score -586285.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -586298.812500 Penalty: 2730.214355
	Iteration 29Q: 3 clusters Score -586298.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -586312.812500 Penalty: 2730.214355
	Iteration 30Q: 3 clusters Score -586312.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -586324.125000 Penalty: 2730.214355
	Iteration 31Q: 3 clusters Score -586324.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -586333.562500 Penalty: 2730.214355
	Iteration 32Q: 3 clusters Score -586333.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -586336.437500 Penalty: 2730.214355
	Iteration 33Q: 3 clusters Score -586336.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -586341.750000 Penalty: 2730.214355
	Iteration 34Q: 3 clusters Score -586341.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -586347.062500 Penalty: 2730.214355
	Iteration 35Q: 3 clusters Score -586347.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -586352.875000 Penalty: 2730.214355
	Iteration 36Q: 3 clusters Score -586352.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -586355.250000 Penalty: 2730.214355
	Iteration 37Q: 3 clusters Score -586355.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -586359.437500 Penalty: 2730.214355
	Iteration 38Q: 3 clusters Score -586359.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -586363.687500 Penalty: 2730.214355
	Iteration 39Q: 3 clusters Score -586363.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -586366.812500 Penalty: 2730.214355
	Iteration 40F: 3 clusters Score -586366.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -586371.125000 Penalty: 2730.214355
	Iteration 41Q: 3 clusters Score -586371.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -586378.812500 Penalty: 2730.214355
	Iteration 42Q: 3 clusters Score -586378.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -586390.062500 Penalty: 2730.214355
	Iteration 43Q: 3 clusters Score -586390.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -586402.625000 Penalty: 2730.214355
	Iteration 44Q: 3 clusters Score -586402.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -586414.375000 Penalty: 2730.214355
	Iteration 45Q: 3 clusters Score -586414.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -586422.875000 Penalty: 2730.214355
	Iteration 46Q: 3 clusters Score -586422.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -586433.625000 Penalty: 2730.214355
	Iteration 47Q: 3 clusters Score -586433.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -586443.250000 Penalty: 2730.214355
	Iteration 48Q: 3 clusters Score -586443.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -586448.875000 Penalty: 2730.214355
	Iteration 49Q: 3 clusters Score -586448.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -586454.562500 Penalty: 2730.214355
	Iteration 50Q: 3 clusters Score -586454.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -586462.937500 Penalty: 2730.214355
	Iteration 51Q: 3 clusters Score -586462.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -586481.125000 Penalty: 2730.214355
	Iteration 52Q: 3 clusters Score -586481.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -586501.000000 Penalty: 2730.214355
	Iteration 53Q: 3 clusters Score -586501 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -586523.750000 Penalty: 2730.214355
	Iteration 54Q: 3 clusters Score -586523.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -586549.687500 Penalty: 2730.214355
	Iteration 55Q: 3 clusters Score -586549.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -586575.125000 Penalty: 2730.214355
	Iteration 56Q: 3 clusters Score -586575.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -586606.375000 Penalty: 2730.214355
	Iteration 57Q: 3 clusters Score -586606.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -586632.750000 Penalty: 2730.214355
	Iteration 58Q: 3 clusters Score -586632.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -586650.687500 Penalty: 2730.214355
	Iteration 59Q: 3 clusters Score -586650.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -586668.937500 Penalty: 2730.214355
	Iteration 60F: 3 clusters Score -586668.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -586684.250000 Penalty: 2730.214355
	Iteration 61Q: 3 clusters Score -586684.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -586694.750000 Penalty: 2730.214355
	Iteration 62Q: 3 clusters Score -586694.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -586698.000000 Penalty: 2730.214355
	Iteration 63Q: 3 clusters Score -586698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -586702.375000 Penalty: 2730.214355
	Iteration 64Q: 3 clusters Score -586702.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -586706.500000 Penalty: 2730.214355
	Iteration 65Q: 3 clusters Score -586706.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -586711.687500 Penalty: 2730.214355
	Iteration 66Q: 3 clusters Score -586711.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -586714.812500 Penalty: 2730.214355
	Iteration 67Q: 3 clusters Score -586714.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -586715.187500 Penalty: 2730.214355
	Iteration 68Q: 3 clusters Score -586715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -586716.375000 Penalty: 2730.214355
	Iteration 69Q: 3 clusters Score -586716.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -586718.062500 Penalty: 2730.214355
	Iteration 70Q: 3 clusters Score -586718.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -586718.937500 Penalty: 2730.214355
	Iteration 71Q: 3 clusters Score -586718.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -586721.000000 Penalty: 2730.214355
	Iteration 72Q: 3 clusters Score -586721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -586723.437500 Penalty: 2730.214355
	Iteration 73Q: 3 clusters Score -586723.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -586726.250000 Penalty: 2730.214355
	Iteration 74Q: 3 clusters Score -586726.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -586730.437500 Penalty: 2730.214355
	Iteration 75Q: 3 clusters Score -586730.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -586739.875000 Penalty: 2730.214355
	Iteration 76Q: 3 clusters Score -586739.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -586746.562500 Penalty: 2730.214355
	Iteration 77Q: 3 clusters Score -586746.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -586750.437500 Penalty: 2730.214355
	Iteration 78Q: 3 clusters Score -586750.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -586753.500000 Penalty: 2730.214355
	Iteration 79Q: 3 clusters Score -586753.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -586755.625000 Penalty: 2730.214355
	Iteration 80F: 3 clusters Score -586755.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -586758.750000 Penalty: 2730.214355
	Iteration 81Q: 3 clusters Score -586758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -586758.562500 Penalty: 2730.214355
	Iteration 82Q: 3 clusters Score -586758.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -586759.625000 Penalty: 2730.214355
	Iteration 83Q: 3 clusters Score -586759.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -586759.750000 Penalty: 2730.214355
	Iteration 84Q: 3 clusters Score -586759.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -586761.125000 Penalty: 2730.214355
	Iteration 85Q: 3 clusters Score -586761.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -586762.625000 Penalty: 2730.214355
	Iteration 86Q: 3 clusters Score -586762.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -586762.000000 Penalty: 2730.214355
	Iteration 87Q: 3 clusters Score -586762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -586762.375000 Penalty: 2730.214355
	Iteration 88Q: 3 clusters Score -586762.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -586762.375000 Penalty: 2730.214355
	Iteration 89F: 3 clusters Score -586762.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (14049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Entering Unmasked Estep 
Score: -2126888.750000 Penalty: 1551.924805
	Iteration 0F: 2 clusters Score -2126889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2117199.250000 Penalty: 3103.849609
	Iteration 0F: 3 clusters Score -2117199 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2120581.750000 Penalty: 3103.849609
	Iteration 1F: 3 clusters Score -2120582 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2120902.500000 Penalty: 3103.849609
	Iteration 2F: 3 clusters Score -2120902 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2121146.000000 Penalty: 3103.849609
	Iteration 3Q: 3 clusters Score -2121146 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2121359.000000 Penalty: 3103.849609
	Iteration 4Q: 3 clusters Score -2121359 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2121523.000000 Penalty: 3103.849609
	Iteration 5Q: 3 clusters Score -2121523 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2121699.250000 Penalty: 3103.849609
	Iteration 6Q: 3 clusters Score -2121699 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2121890.250000 Penalty: 3103.849609
	Iteration 7Q: 3 clusters Score -2121890 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2122087.500000 Penalty: 3103.849609
	Iteration 8Q: 3 clusters Score -2122088 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2122358.500000 Penalty: 3103.849609
	Iteration 9Q: 3 clusters Score -2122358 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2122782.000000 Penalty: 3103.849609
	Iteration 10Q: 3 clusters Score -2122782 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2123237.500000 Penalty: 3103.849609
	Iteration 11F: 3 clusters Score -2123238 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2123747.250000 Penalty: 3103.849609
	Iteration 12Q: 3 clusters Score -2123747 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2124284.750000 Penalty: 3103.849609
	Iteration 13Q: 3 clusters Score -2124285 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2124700.000000 Penalty: 3103.849609
	Iteration 14Q: 3 clusters Score -2124700 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2124981.250000 Penalty: 3103.849609
	Iteration 15Q: 3 clusters Score -2124981 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2125163.250000 Penalty: 3103.849609
	Iteration 16Q: 3 clusters Score -2125163 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2125275.750000 Penalty: 3103.849609
	Iteration 17Q: 3 clusters Score -2125276 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2125359.250000 Penalty: 3103.849609
	Iteration 18Q: 3 clusters Score -2125359 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2125400.250000 Penalty: 3103.849609
	Iteration 19Q: 3 clusters Score -2125400 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2125449.000000 Penalty: 3103.849609
	Iteration 20F: 3 clusters Score -2125449 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2125489.000000 Penalty: 3103.849609
	Iteration 21Q: 3 clusters Score -2125489 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2125521.250000 Penalty: 3103.849609
	Iteration 22Q: 3 clusters Score -2125521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2125538.000000 Penalty: 3103.849609
	Iteration 23Q: 3 clusters Score -2125538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2125545.750000 Penalty: 3103.849609
	Iteration 24Q: 3 clusters Score -2125546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2125556.000000 Penalty: 3103.849609
	Iteration 25Q: 3 clusters Score -2125556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2125563.750000 Penalty: 3103.849609
	Iteration 26Q: 3 clusters Score -2125564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2125563.250000 Penalty: 3103.849609
	Iteration 27Q: 3 clusters Score -2125563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2125566.000000 Penalty: 3103.849609
	Iteration 28Q: 3 clusters Score -2125566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2125568.250000 Penalty: 3103.849609
	Iteration 29Q: 3 clusters Score -2125568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2125572.000000 Penalty: 3103.849609
	Iteration 30Q: 3 clusters Score -2125572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2125571.250000 Penalty: 3103.849609
	Iteration 31Q: 3 clusters Score -2125571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2125573.500000 Penalty: 3103.849609
	Iteration 32Q: 3 clusters Score -2125574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2125573.750000 Penalty: 3103.849609
	Iteration 33Q: 3 clusters Score -2125574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2125573.250000 Penalty: 3103.849609
	Iteration 34Q: 3 clusters Score -2125573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2125573.250000 Penalty: 3103.849609
	Iteration 35Q: 3 clusters Score -2125573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2125574.000000 Penalty: 3103.849609
	Iteration 36Q: 3 clusters Score -2125574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2125575.000000 Penalty: 3103.849609
	Iteration 37Q: 3 clusters Score -2125575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2125579.750000 Penalty: 3103.849609
	Iteration 38Q: 3 clusters Score -2125580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2125583.750000 Penalty: 3103.849609
	Iteration 39Q: 3 clusters Score -2125584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2125587.750000 Penalty: 3103.849609
	Iteration 40F: 3 clusters Score -2125588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2125590.750000 Penalty: 3103.849609
	Iteration 41Q: 3 clusters Score -2125591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2125591.750000 Penalty: 3103.849609
	Iteration 42Q: 3 clusters Score -2125592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2125593.250000 Penalty: 3103.849609
	Iteration 43Q: 3 clusters Score -2125593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2125593.750000 Penalty: 3103.849609
	Iteration 44Q: 3 clusters Score -2125594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2125596.250000 Penalty: 3103.849609
	Iteration 45Q: 3 clusters Score -2125596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2125596.250000 Penalty: 3103.849609
	Iteration 46F: 3 clusters Score -2125596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -191005.734375 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -191005.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -189243.703125 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -189243.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -189614.203125 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -189614.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -189716.437500 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -189716.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -189768.843750 Penalty: 2388.081787
	Iteration 3Q: 3 clusters Score -189768.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -189804.453125 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -189804.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -189819.750000 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -189819.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -189834.125000 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -189834.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -189852.937500 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -189852.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -189874.796875 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -189874.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -189897.062500 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -189897.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -189913.640625 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -189913.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -189923.375000 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -189923.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -189933.984375 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -189934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -189950.640625 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -189950.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -189966.343750 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -189966.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -189977.875000 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -189977.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -189984.937500 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -189984.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -189991.125000 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -189991.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -190006.031250 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -190006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -190020.718750 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -190020.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -190037.218750 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -190037.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -190048.968750 Penalty: 2388.081787
	Iteration 21Q: 3 clusters Score -190049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -190055.593750 Penalty: 2388.081787
	Iteration 22Q: 3 clusters Score -190055.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -190058.718750 Penalty: 2388.081787
	Iteration 23Q: 3 clusters Score -190058.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -190060.406250 Penalty: 2388.081787
	Iteration 24Q: 3 clusters Score -190060.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -190061.453125 Penalty: 2388.081787
	Iteration 25Q: 3 clusters Score -190061.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -190061.453125 Penalty: 2388.081787
	Iteration 26F: 3 clusters Score -190061.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Entering Unmasked Estep 
Score: -315696.812500 Penalty: 1256.224854
	Iteration 0F: 2 clusters Score -315696.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -313425.937500 Penalty: 2512.449707
	Iteration 0F: 3 clusters Score -313425.9 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -313982.468750 Penalty: 2512.449707
	Iteration 1F: 3 clusters Score -313982.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -314092.718750 Penalty: 2512.449707
	Iteration 2F: 3 clusters Score -314092.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -314164.687500 Penalty: 2512.449707
	Iteration 3Q: 3 clusters Score -314164.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -314220.687500 Penalty: 2512.449707
	Iteration 4Q: 3 clusters Score -314220.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -314263.125000 Penalty: 2512.449707
	Iteration 5Q: 3 clusters Score -314263.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -314299.125000 Penalty: 2512.449707
	Iteration 6Q: 3 clusters Score -314299.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -314339.875000 Penalty: 2512.449707
	Iteration 7Q: 3 clusters Score -314339.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -314373.531250 Penalty: 2512.449707
	Iteration 8Q: 3 clusters Score -314373.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -314390.656250 Penalty: 2512.449707
	Iteration 9Q: 3 clusters Score -314390.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -314407.437500 Penalty: 2512.449707
	Iteration 10Q: 3 clusters Score -314407.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -314419.281250 Penalty: 2512.449707
	Iteration 11Q: 3 clusters Score -314419.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -314429.562500 Penalty: 2512.449707
	Iteration 12Q: 3 clusters Score -314429.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -314436.687500 Penalty: 2512.449707
	Iteration 13Q: 3 clusters Score -314436.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -314444.125000 Penalty: 2512.449707
	Iteration 14Q: 3 clusters Score -314444.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -314449.718750 Penalty: 2512.449707
	Iteration 15Q: 3 clusters Score -314449.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -314454.781250 Penalty: 2512.449707
	Iteration 16Q: 3 clusters Score -314454.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -314457.687500 Penalty: 2512.449707
	Iteration 17Q: 3 clusters Score -314457.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -314460.906250 Penalty: 2512.449707
	Iteration 18Q: 3 clusters Score -314460.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -314461.718750 Penalty: 2512.449707
	Iteration 19Q: 3 clusters Score -314461.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -314463.750000 Penalty: 2512.449707
	Iteration 20F: 3 clusters Score -314463.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -314465.968750 Penalty: 2512.449707
	Iteration 21Q: 3 clusters Score -314466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -314467.312500 Penalty: 2512.449707
	Iteration 22Q: 3 clusters Score -314467.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -314467.781250 Penalty: 2512.449707
	Iteration 23Q: 3 clusters Score -314467.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -314469.968750 Penalty: 2512.449707
	Iteration 24Q: 3 clusters Score -314470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -314473.687500 Penalty: 2512.449707
	Iteration 25Q: 3 clusters Score -314473.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -314476.968750 Penalty: 2512.449707
	Iteration 26Q: 3 clusters Score -314477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -314479.343750 Penalty: 2512.449707
	Iteration 27Q: 3 clusters Score -314479.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -314480.625000 Penalty: 2512.449707
	Iteration 28Q: 3 clusters Score -314480.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -314481.031250 Penalty: 2512.449707
	Iteration 29Q: 3 clusters Score -314481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -314482.312500 Penalty: 2512.449707
	Iteration 30Q: 3 clusters Score -314482.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -314485.437500 Penalty: 2512.449707
	Iteration 31Q: 3 clusters Score -314485.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -314487.875000 Penalty: 2512.449707
	Iteration 32Q: 3 clusters Score -314487.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -314489.718750 Penalty: 2512.449707
	Iteration 33Q: 3 clusters Score -314489.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -314491.781250 Penalty: 2512.449707
	Iteration 34Q: 3 clusters Score -314491.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -314494.843750 Penalty: 2512.449707
	Iteration 35Q: 3 clusters Score -314494.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -314497.343750 Penalty: 2512.449707
	Iteration 36Q: 3 clusters Score -314497.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -314499.906250 Penalty: 2512.449707
	Iteration 37Q: 3 clusters Score -314499.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -314502.531250 Penalty: 2512.449707
	Iteration 38Q: 3 clusters Score -314502.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -314503.593750 Penalty: 2512.449707
	Iteration 39Q: 3 clusters Score -314503.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -314504.031250 Penalty: 2512.449707
	Iteration 40F: 3 clusters Score -314504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -314504.343750 Penalty: 2512.449707
	Iteration 41Q: 3 clusters Score -314504.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -314504.937500 Penalty: 2512.449707
	Iteration 42Q: 3 clusters Score -314504.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -314505.968750 Penalty: 2512.449707
	Iteration 43Q: 3 clusters Score -314506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -314508.187500 Penalty: 2512.449707
	Iteration 44Q: 3 clusters Score -314508.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -314510.031250 Penalty: 2512.449707
	Iteration 45Q: 3 clusters Score -314510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -314510.437500 Penalty: 2512.449707
	Iteration 46Q: 3 clusters Score -314510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -314510.437500 Penalty: 2512.449707
	Iteration 47F: 3 clusters Score -314510.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -93972.898438 Penalty: 1087.665039
	Iteration 0F: 2 clusters Score -93972.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -92657.421875 Penalty: 2175.330078
	Iteration 0F: 3 clusters Score -92657.42 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -92910.539062 Penalty: 2175.330078
	Iteration 1F: 3 clusters Score -92910.54 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93086.289062 Penalty: 2175.330078
	Iteration 2F: 3 clusters Score -93086.29 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -93228.898438 Penalty: 2175.330078
	Iteration 3F: 3 clusters Score -93228.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -93355.039062 Penalty: 2175.330078
	Iteration 4F: 3 clusters Score -93355.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -93513.570312 Penalty: 2175.330078
	Iteration 5F: 3 clusters Score -93513.57 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -93657.492188 Penalty: 2175.330078
	Iteration 6F: 3 clusters Score -93657.49 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -93769.812500 Penalty: 2175.330078
	Iteration 7Q: 3 clusters Score -93769.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -93867.695312 Penalty: 2175.330078
	Iteration 8Q: 3 clusters Score -93867.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -93935.171875 Penalty: 2175.330078
	Iteration 9Q: 3 clusters Score -93935.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -94009.218750 Penalty: 2175.330078
	Iteration 10Q: 3 clusters Score -94009.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -94056.984375 Penalty: 2175.330078
	Iteration 11Q: 3 clusters Score -94056.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -94082.445312 Penalty: 2175.330078
	Iteration 12Q: 3 clusters Score -94082.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -94114.664062 Penalty: 2175.330078
	Iteration 13Q: 3 clusters Score -94114.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -94140.515625 Penalty: 2175.330078
	Iteration 14Q: 3 clusters Score -94140.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -94157.257812 Penalty: 2175.330078
	Iteration 15Q: 3 clusters Score -94157.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -94163.171875 Penalty: 2175.330078
	Iteration 16Q: 3 clusters Score -94163.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -94165.492188 Penalty: 2175.330078
	Iteration 17Q: 3 clusters Score -94165.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -94167.875000 Penalty: 2175.330078
	Iteration 18Q: 3 clusters Score -94167.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -94167.875000 Penalty: 2175.330078
	Iteration 19F: 3 clusters Score -94167.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10425 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24931 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12942 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 9506 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20418 members 
Mstep: Class 51 contains 998 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14049 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 391 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14649 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22648 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Mstep: Class 86 contains 416 members 
Entering Unmasked Estep 
Score: -85934664.000000 Penalty: 185964.312500
Splitting cluster 68 changes total score from -85935576.000000 to -85934664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (8769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Entering Unmasked Estep 
Score: -1331474.750000 Penalty: 1475.333862
	Iteration 0F: 2 clusters Score -1331475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1325030.375000 Penalty: 2950.667725
	Iteration 0F: 3 clusters Score -1325030 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1327090.125000 Penalty: 2950.667725
	Iteration 1F: 3 clusters Score -1327090 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1327345.625000 Penalty: 2950.667725
	Iteration 2F: 3 clusters Score -1327346 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1327546.875000 Penalty: 2950.667725
	Iteration 3F: 3 clusters Score -1327547 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1327708.250000 Penalty: 2950.667725
	Iteration 4Q: 3 clusters Score -1327708 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1327861.875000 Penalty: 2950.667725
	Iteration 5Q: 3 clusters Score -1327862 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1328040.750000 Penalty: 2950.667725
	Iteration 6Q: 3 clusters Score -1328041 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1328259.125000 Penalty: 2950.667725
	Iteration 7Q: 3 clusters Score -1328259 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1328525.750000 Penalty: 2950.667725
	Iteration 8Q: 3 clusters Score -1328526 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1328806.750000 Penalty: 2950.667725
	Iteration 9F: 3 clusters Score -1328807 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1329090.125000 Penalty: 2950.667725
	Iteration 10Q: 3 clusters Score -1329090 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1329364.875000 Penalty: 2950.667725
	Iteration 11Q: 3 clusters Score -1329365 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1329603.875000 Penalty: 2950.667725
	Iteration 12Q: 3 clusters Score -1329604 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1329792.000000 Penalty: 2950.667725
	Iteration 13Q: 3 clusters Score -1329792 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1329923.375000 Penalty: 2950.667725
	Iteration 14Q: 3 clusters Score -1329923 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1330023.375000 Penalty: 2950.667725
	Iteration 15Q: 3 clusters Score -1330023 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1330090.125000 Penalty: 2950.667725
	Iteration 16Q: 3 clusters Score -1330090 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1330126.125000 Penalty: 2950.667725
	Iteration 17Q: 3 clusters Score -1330126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1330138.125000 Penalty: 2950.667725
	Iteration 18Q: 3 clusters Score -1330138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1330166.875000 Penalty: 2950.667725
	Iteration 19Q: 3 clusters Score -1330167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1330185.125000 Penalty: 2950.667725
	Iteration 20F: 3 clusters Score -1330185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1330193.250000 Penalty: 2950.667725
	Iteration 21Q: 3 clusters Score -1330193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1330206.000000 Penalty: 2950.667725
	Iteration 22Q: 3 clusters Score -1330206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1330214.125000 Penalty: 2950.667725
	Iteration 23Q: 3 clusters Score -1330214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1330220.375000 Penalty: 2950.667725
	Iteration 24Q: 3 clusters Score -1330220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1330234.750000 Penalty: 2950.667725
	Iteration 25Q: 3 clusters Score -1330235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1330239.500000 Penalty: 2950.667725
	Iteration 26Q: 3 clusters Score -1330240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1330242.625000 Penalty: 2950.667725
	Iteration 27Q: 3 clusters Score -1330243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1330247.125000 Penalty: 2950.667725
	Iteration 28Q: 3 clusters Score -1330247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1330248.125000 Penalty: 2950.667725
	Iteration 29Q: 3 clusters Score -1330248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1330250.875000 Penalty: 2950.667725
	Iteration 30Q: 3 clusters Score -1330251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1330250.875000 Penalty: 2950.667725
	Iteration 31F: 3 clusters Score -1330251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -115088.648438 Penalty: 1083.173584
	Iteration 0F: 2 clusters Score -115088.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -113813.359375 Penalty: 2166.347168
	Iteration 0F: 3 clusters Score -113813.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -114040.453125 Penalty: 2166.347168
	Iteration 1F: 3 clusters Score -114040.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -114109.546875 Penalty: 2166.347168
	Iteration 2F: 3 clusters Score -114109.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -114128.273438 Penalty: 2166.347168
	Iteration 3Q: 3 clusters Score -114128.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -114136.390625 Penalty: 2166.347168
	Iteration 4Q: 3 clusters Score -114136.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -114139.734375 Penalty: 2166.347168
	Iteration 5Q: 3 clusters Score -114139.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -114144.015625 Penalty: 2166.347168
	Iteration 6Q: 3 clusters Score -114144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -114145.195312 Penalty: 2166.347168
	Iteration 7Q: 3 clusters Score -114145.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -114145.195312 Penalty: 2166.347168
	Iteration 8F: 3 clusters Score -114145.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -116703.867188 Penalty: 1114.003906
	Iteration 0F: 2 clusters Score -116703.9 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 491 members 
Entering Unmasked Estep 
Score: -115329.351562 Penalty: 2228.007812
	Iteration 0F: 3 clusters Score -115329.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -115721.789062 Penalty: 2228.007812
	Iteration 1F: 3 clusters Score -115721.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -115963.078125 Penalty: 2228.007812
	Iteration 2F: 3 clusters Score -115963.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -116178.578125 Penalty: 2228.007812
	Iteration 3F: 3 clusters Score -116178.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -116368.531250 Penalty: 2228.007812
	Iteration 4F: 3 clusters Score -116368.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -116472.937500 Penalty: 2228.007812
	Iteration 5Q: 3 clusters Score -116472.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -116511.960938 Penalty: 2228.007812
	Iteration 6Q: 3 clusters Score -116512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -116541.695312 Penalty: 2228.007812
	Iteration 7Q: 3 clusters Score -116541.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -116564.101562 Penalty: 2228.007812
	Iteration 8Q: 3 clusters Score -116564.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -116569.718750 Penalty: 2228.007812
	Iteration 9Q: 3 clusters Score -116569.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -116575.929688 Penalty: 2228.007812
	Iteration 10Q: 3 clusters Score -116575.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -116578.101562 Penalty: 2228.007812
	Iteration 11Q: 3 clusters Score -116578.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -116579.164062 Penalty: 2228.007812
	Iteration 12Q: 3 clusters Score -116579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -116581.171875 Penalty: 2228.007812
	Iteration 13Q: 3 clusters Score -116581.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -116582.109375 Penalty: 2228.007812
	Iteration 14Q: 3 clusters Score -116582.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -116585.789062 Penalty: 2228.007812
	Iteration 15Q: 3 clusters Score -116585.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -116587.406250 Penalty: 2228.007812
	Iteration 16Q: 3 clusters Score -116587.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -116590.195312 Penalty: 2228.007812
	Iteration 17Q: 3 clusters Score -116590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -116590.695312 Penalty: 2228.007812
	Iteration 18Q: 3 clusters Score -116590.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -116590.695312 Penalty: 2228.007812
	Iteration 19F: 3 clusters Score -116590.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (14649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Entering Unmasked Estep 
Score: -2231700.500000 Penalty: 1558.720825
	Iteration 0F: 2 clusters Score -2231700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2221701.500000 Penalty: 3117.441650
	Iteration 0F: 3 clusters Score -2221702 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2225268.750000 Penalty: 3117.441650
	Iteration 1F: 3 clusters Score -2225269 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2225592.250000 Penalty: 3117.441650
	Iteration 2F: 3 clusters Score -2225592 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2225865.750000 Penalty: 3117.441650
	Iteration 3Q: 3 clusters Score -2225866 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2226118.750000 Penalty: 3117.441650
	Iteration 4Q: 3 clusters Score -2226119 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2226349.500000 Penalty: 3117.441650
	Iteration 5Q: 3 clusters Score -2226350 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2226544.250000 Penalty: 3117.441650
	Iteration 6Q: 3 clusters Score -2226544 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2226780.000000 Penalty: 3117.441650
	Iteration 7Q: 3 clusters Score -2226780 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2227005.250000 Penalty: 3117.441650
	Iteration 8Q: 3 clusters Score -2227005 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2227230.750000 Penalty: 3117.441650
	Iteration 9Q: 3 clusters Score -2227231 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2227463.000000 Penalty: 3117.441650
	Iteration 10Q: 3 clusters Score -2227463 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2227683.750000 Penalty: 3117.441650
	Iteration 11Q: 3 clusters Score -2227684 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2227931.750000 Penalty: 3117.441650
	Iteration 12Q: 3 clusters Score -2227932 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2228148.500000 Penalty: 3117.441650
	Iteration 13Q: 3 clusters Score -2228148 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2228371.000000 Penalty: 3117.441650
	Iteration 14Q: 3 clusters Score -2228371 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2228553.000000 Penalty: 3117.441650
	Iteration 15Q: 3 clusters Score -2228553 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2228681.250000 Penalty: 3117.441650
	Iteration 16Q: 3 clusters Score -2228681 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2228761.750000 Penalty: 3117.441650
	Iteration 17Q: 3 clusters Score -2228762 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2228813.250000 Penalty: 3117.441650
	Iteration 18Q: 3 clusters Score -2228813 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2228856.500000 Penalty: 3117.441650
	Iteration 19Q: 3 clusters Score -2228856 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2228906.750000 Penalty: 3117.441650
	Iteration 20F: 3 clusters Score -2228907 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2228953.500000 Penalty: 3117.441650
	Iteration 21Q: 3 clusters Score -2228954 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2228987.250000 Penalty: 3117.441650
	Iteration 22Q: 3 clusters Score -2228987 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2229036.500000 Penalty: 3117.441650
	Iteration 23Q: 3 clusters Score -2229036 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2229081.750000 Penalty: 3117.441650
	Iteration 24Q: 3 clusters Score -2229082 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2229117.000000 Penalty: 3117.441650
	Iteration 25Q: 3 clusters Score -2229117 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2229160.000000 Penalty: 3117.441650
	Iteration 26Q: 3 clusters Score -2229160 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2229209.000000 Penalty: 3117.441650
	Iteration 27Q: 3 clusters Score -2229209 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2229241.000000 Penalty: 3117.441650
	Iteration 28Q: 3 clusters Score -2229241 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2229277.500000 Penalty: 3117.441650
	Iteration 29Q: 3 clusters Score -2229278 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2229309.500000 Penalty: 3117.441650
	Iteration 30Q: 3 clusters Score -2229310 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2229341.750000 Penalty: 3117.441650
	Iteration 31Q: 3 clusters Score -2229342 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2229382.750000 Penalty: 3117.441650
	Iteration 32Q: 3 clusters Score -2229383 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2229420.250000 Penalty: 3117.441650
	Iteration 33Q: 3 clusters Score -2229420 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2229471.500000 Penalty: 3117.441650
	Iteration 34Q: 3 clusters Score -2229472 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2229537.500000 Penalty: 3117.441650
	Iteration 35Q: 3 clusters Score -2229538 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2229591.000000 Penalty: 3117.441650
	Iteration 36Q: 3 clusters Score -2229591 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2229631.500000 Penalty: 3117.441650
	Iteration 37Q: 3 clusters Score -2229632 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2229677.250000 Penalty: 3117.441650
	Iteration 38Q: 3 clusters Score -2229677 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2229722.250000 Penalty: 3117.441650
	Iteration 39Q: 3 clusters Score -2229722 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2229756.500000 Penalty: 3117.441650
	Iteration 40F: 3 clusters Score -2229756 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2229791.500000 Penalty: 3117.441650
	Iteration 41Q: 3 clusters Score -2229792 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2229819.500000 Penalty: 3117.441650
	Iteration 42Q: 3 clusters Score -2229820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2229841.000000 Penalty: 3117.441650
	Iteration 43Q: 3 clusters Score -2229841 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2229872.000000 Penalty: 3117.441650
	Iteration 44Q: 3 clusters Score -2229872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2229893.750000 Penalty: 3117.441650
	Iteration 45Q: 3 clusters Score -2229894 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2229917.500000 Penalty: 3117.441650
	Iteration 46Q: 3 clusters Score -2229918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2229936.250000 Penalty: 3117.441650
	Iteration 47Q: 3 clusters Score -2229936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2229959.500000 Penalty: 3117.441650
	Iteration 48Q: 3 clusters Score -2229960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2229987.750000 Penalty: 3117.441650
	Iteration 49Q: 3 clusters Score -2229988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2230006.250000 Penalty: 3117.441650
	Iteration 50Q: 3 clusters Score -2230006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2230016.000000 Penalty: 3117.441650
	Iteration 51Q: 3 clusters Score -2230016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2230023.500000 Penalty: 3117.441650
	Iteration 52Q: 3 clusters Score -2230024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2230023.250000 Penalty: 3117.441650
	Iteration 53Q: 3 clusters Score -2230023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2230035.750000 Penalty: 3117.441650
	Iteration 54Q: 3 clusters Score -2230036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2230049.500000 Penalty: 3117.441650
	Iteration 55Q: 3 clusters Score -2230050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2230059.000000 Penalty: 3117.441650
	Iteration 56Q: 3 clusters Score -2230059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2230072.750000 Penalty: 3117.441650
	Iteration 57Q: 3 clusters Score -2230073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2230082.250000 Penalty: 3117.441650
	Iteration 58Q: 3 clusters Score -2230082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2230097.500000 Penalty: 3117.441650
	Iteration 59Q: 3 clusters Score -2230098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2230108.000000 Penalty: 3117.441650
	Iteration 60F: 3 clusters Score -2230108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2230113.750000 Penalty: 3117.441650
	Iteration 61Q: 3 clusters Score -2230114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2230135.500000 Penalty: 3117.441650
	Iteration 62Q: 3 clusters Score -2230136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2230160.000000 Penalty: 3117.441650
	Iteration 63Q: 3 clusters Score -2230160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2230173.500000 Penalty: 3117.441650
	Iteration 64Q: 3 clusters Score -2230174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2230186.000000 Penalty: 3117.441650
	Iteration 65Q: 3 clusters Score -2230186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2230191.000000 Penalty: 3117.441650
	Iteration 66Q: 3 clusters Score -2230191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2230194.500000 Penalty: 3117.441650
	Iteration 67Q: 3 clusters Score -2230194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2230197.250000 Penalty: 3117.441650
	Iteration 68Q: 3 clusters Score -2230197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2230199.750000 Penalty: 3117.441650
	Iteration 69Q: 3 clusters Score -2230200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2230202.000000 Penalty: 3117.441650
	Iteration 70Q: 3 clusters Score -2230202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2230205.500000 Penalty: 3117.441650
	Iteration 71Q: 3 clusters Score -2230206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2230208.250000 Penalty: 3117.441650
	Iteration 72Q: 3 clusters Score -2230208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2230207.750000 Penalty: 3117.441650
	Iteration 73Q: 3 clusters Score -2230208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2230209.000000 Penalty: 3117.441650
	Iteration 74Q: 3 clusters Score -2230209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2230210.250000 Penalty: 3117.441650
	Iteration 75Q: 3 clusters Score -2230210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2230212.750000 Penalty: 3117.441650
	Iteration 76Q: 3 clusters Score -2230213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2230213.000000 Penalty: 3117.441650
	Iteration 77Q: 3 clusters Score -2230213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2230212.750000 Penalty: 3117.441650
	Iteration 78Q: 3 clusters Score -2230213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2230215.000000 Penalty: 3117.441650
	Iteration 79Q: 3 clusters Score -2230215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2230216.250000 Penalty: 3117.441650
	Iteration 80F: 3 clusters Score -2230216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -455526.281250 Penalty: 1318.041992
	Iteration 0F: 2 clusters Score -455526.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -452557.343750 Penalty: 2636.083984
	Iteration 0F: 3 clusters Score -452557.3 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -453346.218750 Penalty: 2636.083984
	Iteration 1F: 3 clusters Score -453346.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -453520.843750 Penalty: 2636.083984
	Iteration 2F: 3 clusters Score -453520.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -453651.468750 Penalty: 2636.083984
	Iteration 3F: 3 clusters Score -453651.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -453753.625000 Penalty: 2636.083984
	Iteration 4Q: 3 clusters Score -453753.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -453845.343750 Penalty: 2636.083984
	Iteration 5Q: 3 clusters Score -453845.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -453928.750000 Penalty: 2636.083984
	Iteration 6Q: 3 clusters Score -453928.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -453999.406250 Penalty: 2636.083984
	Iteration 7Q: 3 clusters Score -453999.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -454062.125000 Penalty: 2636.083984
	Iteration 8Q: 3 clusters Score -454062.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -454105.843750 Penalty: 2636.083984
	Iteration 9Q: 3 clusters Score -454105.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -454130.625000 Penalty: 2636.083984
	Iteration 10Q: 3 clusters Score -454130.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -454150.281250 Penalty: 2636.083984
	Iteration 11Q: 3 clusters Score -454150.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -454161.531250 Penalty: 2636.083984
	Iteration 12Q: 3 clusters Score -454161.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -454165.781250 Penalty: 2636.083984
	Iteration 13Q: 3 clusters Score -454165.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -454171.875000 Penalty: 2636.083984
	Iteration 14Q: 3 clusters Score -454171.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -454178.125000 Penalty: 2636.083984
	Iteration 15Q: 3 clusters Score -454178.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -454185.718750 Penalty: 2636.083984
	Iteration 16Q: 3 clusters Score -454185.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -454198.468750 Penalty: 2636.083984
	Iteration 17Q: 3 clusters Score -454198.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -454209.906250 Penalty: 2636.083984
	Iteration 18Q: 3 clusters Score -454209.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -454216.750000 Penalty: 2636.083984
	Iteration 19Q: 3 clusters Score -454216.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -454224.718750 Penalty: 2636.083984
	Iteration 20F: 3 clusters Score -454224.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -454237.343750 Penalty: 2636.083984
	Iteration 21Q: 3 clusters Score -454237.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -454249.062500 Penalty: 2636.083984
	Iteration 22Q: 3 clusters Score -454249.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -454257.156250 Penalty: 2636.083984
	Iteration 23Q: 3 clusters Score -454257.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -454264.218750 Penalty: 2636.083984
	Iteration 24Q: 3 clusters Score -454264.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -454268.031250 Penalty: 2636.083984
	Iteration 25Q: 3 clusters Score -454268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -454271.500000 Penalty: 2636.083984
	Iteration 26Q: 3 clusters Score -454271.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -454273.281250 Penalty: 2636.083984
	Iteration 27Q: 3 clusters Score -454273.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -454274.968750 Penalty: 2636.083984
	Iteration 28Q: 3 clusters Score -454275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -454276.968750 Penalty: 2636.083984
	Iteration 29Q: 3 clusters Score -454277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -454277.625000 Penalty: 2636.083984
	Iteration 30Q: 3 clusters Score -454277.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -454277.562500 Penalty: 2636.083984
	Iteration 31Q: 3 clusters Score -454277.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -454277.812500 Penalty: 2636.083984
	Iteration 32Q: 3 clusters Score -454277.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -454277.812500 Penalty: 2636.083984
	Iteration 33F: 3 clusters Score -454277.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (19727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Entering Unmasked Estep 
Score: -2780636.500000 Penalty: 1607.083374
	Iteration 0F: 2 clusters Score -2780636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2767450.000000 Penalty: 3214.166748
	Iteration 0F: 3 clusters Score -2767450 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2772611.250000 Penalty: 3214.166748
	Iteration 1F: 3 clusters Score -2772611 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2773181.250000 Penalty: 3214.166748
	Iteration 2F: 3 clusters Score -2773181 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2773801.500000 Penalty: 3214.166748
	Iteration 3F: 3 clusters Score -2773802 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2774514.000000 Penalty: 3214.166748
	Iteration 4F: 3 clusters Score -2774514 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2775312.750000 Penalty: 3214.166748
	Iteration 5F: 3 clusters Score -2775313 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2776165.500000 Penalty: 3214.166748
	Iteration 6F: 3 clusters Score -2776166 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2777001.000000 Penalty: 3214.166748
	Iteration 7F: 3 clusters Score -2777001 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2777797.250000 Penalty: 3214.166748
	Iteration 8F: 3 clusters Score -2777797 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2778461.000000 Penalty: 3214.166748
	Iteration 9Q: 3 clusters Score -2778461 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2778994.500000 Penalty: 3214.166748
	Iteration 10Q: 3 clusters Score -2778994 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2779379.500000 Penalty: 3214.166748
	Iteration 11Q: 3 clusters Score -2779380 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2779678.250000 Penalty: 3214.166748
	Iteration 12Q: 3 clusters Score -2779678 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2779884.500000 Penalty: 3214.166748
	Iteration 13Q: 3 clusters Score -2779884 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2780065.000000 Penalty: 3214.166748
	Iteration 14Q: 3 clusters Score -2780065 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2780204.000000 Penalty: 3214.166748
	Iteration 15Q: 3 clusters Score -2780204 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2780332.500000 Penalty: 3214.166748
	Iteration 16Q: 3 clusters Score -2780332 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2780404.250000 Penalty: 3214.166748
	Iteration 17Q: 3 clusters Score -2780404 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2780457.250000 Penalty: 3214.166748
	Iteration 18Q: 3 clusters Score -2780457 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2780498.750000 Penalty: 3214.166748
	Iteration 19Q: 3 clusters Score -2780499 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2780526.500000 Penalty: 3214.166748
	Iteration 20F: 3 clusters Score -2780526 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2780552.000000 Penalty: 3214.166748
	Iteration 21Q: 3 clusters Score -2780552 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2780584.500000 Penalty: 3214.166748
	Iteration 22Q: 3 clusters Score -2780584 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2780611.000000 Penalty: 3214.166748
	Iteration 23Q: 3 clusters Score -2780611 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2780632.000000 Penalty: 3214.166748
	Iteration 24Q: 3 clusters Score -2780632 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2780649.250000 Penalty: 3214.166748
	Iteration 25Q: 3 clusters Score -2780649 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2780683.750000 Penalty: 3214.166748
	Iteration 26Q: 3 clusters Score -2780684 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2780692.000000 Penalty: 3214.166748
	Iteration 27Q: 3 clusters Score -2780692 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2780703.750000 Penalty: 3214.166748
	Iteration 28Q: 3 clusters Score -2780704 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2780725.000000 Penalty: 3214.166748
	Iteration 29Q: 3 clusters Score -2780725 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2780736.250000 Penalty: 3214.166748
	Iteration 30Q: 3 clusters Score -2780736 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2780754.500000 Penalty: 3214.166748
	Iteration 31Q: 3 clusters Score -2780754 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2780762.500000 Penalty: 3214.166748
	Iteration 32Q: 3 clusters Score -2780762 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2780765.500000 Penalty: 3214.166748
	Iteration 33Q: 3 clusters Score -2780766 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2780776.250000 Penalty: 3214.166748
	Iteration 34Q: 3 clusters Score -2780776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2780785.750000 Penalty: 3214.166748
	Iteration 35Q: 3 clusters Score -2780786 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2780796.250000 Penalty: 3214.166748
	Iteration 36Q: 3 clusters Score -2780796 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2780798.500000 Penalty: 3214.166748
	Iteration 37Q: 3 clusters Score -2780798 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2780800.000000 Penalty: 3214.166748
	Iteration 38Q: 3 clusters Score -2780800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2780808.000000 Penalty: 3214.166748
	Iteration 39Q: 3 clusters Score -2780808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2780810.250000 Penalty: 3214.166748
	Iteration 40F: 3 clusters Score -2780810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2780815.750000 Penalty: 3214.166748
	Iteration 41Q: 3 clusters Score -2780816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2780819.500000 Penalty: 3214.166748
	Iteration 42Q: 3 clusters Score -2780820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2780819.500000 Penalty: 3214.166748
	Iteration 43Q: 3 clusters Score -2780820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2780822.250000 Penalty: 3214.166748
	Iteration 44Q: 3 clusters Score -2780822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2780827.000000 Penalty: 3214.166748
	Iteration 45Q: 3 clusters Score -2780827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2780826.500000 Penalty: 3214.166748
	Iteration 46Q: 3 clusters Score -2780826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2780826.500000 Penalty: 3214.166748
	Iteration 47Q: 3 clusters Score -2780826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2780821.250000 Penalty: 3214.166748
	Iteration 48Q: 3 clusters Score -2780821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2780820.750000 Penalty: 3214.166748
	Iteration 49Q: 3 clusters Score -2780821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2780825.000000 Penalty: 3214.166748
	Iteration 50Q: 3 clusters Score -2780825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2780818.500000 Penalty: 3214.166748
	Iteration 51Q: 3 clusters Score -2780818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2780818.500000 Penalty: 3214.166748
	Iteration 52Q: 3 clusters Score -2780818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2780820.750000 Penalty: 3214.166748
	Iteration 53Q: 3 clusters Score -2780821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2780827.000000 Penalty: 3214.166748
	Iteration 54Q: 3 clusters Score -2780827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2780829.500000 Penalty: 3214.166748
	Iteration 55Q: 3 clusters Score -2780830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2780834.500000 Penalty: 3214.166748
	Iteration 56Q: 3 clusters Score -2780834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2780837.000000 Penalty: 3214.166748
	Iteration 57Q: 3 clusters Score -2780837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2780832.500000 Penalty: 3214.166748
	Iteration 58Q: 3 clusters Score -2780832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2780831.500000 Penalty: 3214.166748
	Iteration 59Q: 3 clusters Score -2780832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2780833.250000 Penalty: 3214.166748
	Iteration 60F: 3 clusters Score -2780833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2780837.000000 Penalty: 3214.166748
	Iteration 61Q: 3 clusters Score -2780837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2780835.250000 Penalty: 3214.166748
	Iteration 62Q: 3 clusters Score -2780835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2780830.500000 Penalty: 3214.166748
	Iteration 63Q: 3 clusters Score -2780830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2780831.250000 Penalty: 3214.166748
	Iteration 64Q: 3 clusters Score -2780831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2780830.250000 Penalty: 3214.166748
	Iteration 65Q: 3 clusters Score -2780830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2780832.750000 Penalty: 3214.166748
	Iteration 66Q: 3 clusters Score -2780833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2780832.750000 Penalty: 3214.166748
	Iteration 67F: 3 clusters Score -2780833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10425 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24931 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12942 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 9506 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20418 members 
Mstep: Class 51 contains 998 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14049 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14649 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 6576 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22648 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Mstep: Class 86 contains 13151 members 
Entering Unmasked Estep 
Score: -85935048.000000 Penalty: 185964.312500
Splitting cluster 74 changes total score from -85935576.000000 to -85935048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -148892.015625 Penalty: 1148.162109
	Iteration 0F: 2 clusters Score -148892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -147385.546875 Penalty: 2296.324219
	Iteration 0F: 3 clusters Score -147385.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -147760.375000 Penalty: 2296.324219
	Iteration 1F: 3 clusters Score -147760.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -147873.234375 Penalty: 2296.324219
	Iteration 2F: 3 clusters Score -147873.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -147935.250000 Penalty: 2296.324219
	Iteration 3Q: 3 clusters Score -147935.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -147985.093750 Penalty: 2296.324219
	Iteration 4Q: 3 clusters Score -147985.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -148038.171875 Penalty: 2296.324219
	Iteration 5Q: 3 clusters Score -148038.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -148075.656250 Penalty: 2296.324219
	Iteration 6Q: 3 clusters Score -148075.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -148106.765625 Penalty: 2296.324219
	Iteration 7Q: 3 clusters Score -148106.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -148150.218750 Penalty: 2296.324219
	Iteration 8Q: 3 clusters Score -148150.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -148179.609375 Penalty: 2296.324219
	Iteration 9Q: 3 clusters Score -148179.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -148229.218750 Penalty: 2296.324219
	Iteration 10Q: 3 clusters Score -148229.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -148250.609375 Penalty: 2296.324219
	Iteration 11Q: 3 clusters Score -148250.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -148269.140625 Penalty: 2296.324219
	Iteration 12Q: 3 clusters Score -148269.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -148277.031250 Penalty: 2296.324219
	Iteration 13Q: 3 clusters Score -148277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -148289.062500 Penalty: 2296.324219
	Iteration 14Q: 3 clusters Score -148289.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -148300.046875 Penalty: 2296.324219
	Iteration 15Q: 3 clusters Score -148300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -148308.234375 Penalty: 2296.324219
	Iteration 16Q: 3 clusters Score -148308.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -148320.640625 Penalty: 2296.324219
	Iteration 17Q: 3 clusters Score -148320.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -148338.046875 Penalty: 2296.324219
	Iteration 18Q: 3 clusters Score -148338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -148376.078125 Penalty: 2296.324219
	Iteration 19Q: 3 clusters Score -148376.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -148437.875000 Penalty: 2296.324219
	Iteration 20F: 3 clusters Score -148437.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -148493.765625 Penalty: 2296.324219
	Iteration 21Q: 3 clusters Score -148493.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -148559.234375 Penalty: 2296.324219
	Iteration 22Q: 3 clusters Score -148559.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -148594.703125 Penalty: 2296.324219
	Iteration 23Q: 3 clusters Score -148594.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -148624.109375 Penalty: 2296.324219
	Iteration 24Q: 3 clusters Score -148624.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -148640.187500 Penalty: 2296.324219
	Iteration 25Q: 3 clusters Score -148640.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -148664.187500 Penalty: 2296.324219
	Iteration 26Q: 3 clusters Score -148664.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -148709.812500 Penalty: 2296.324219
	Iteration 27Q: 3 clusters Score -148709.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -148735.781250 Penalty: 2296.324219
	Iteration 28Q: 3 clusters Score -148735.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -148756.437500 Penalty: 2296.324219
	Iteration 29Q: 3 clusters Score -148756.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -148781.234375 Penalty: 2296.324219
	Iteration 30Q: 3 clusters Score -148781.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -148819.781250 Penalty: 2296.324219
	Iteration 31Q: 3 clusters Score -148819.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -148870.046875 Penalty: 2296.324219
	Iteration 32Q: 3 clusters Score -148870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -148908.437500 Penalty: 2296.324219
	Iteration 33Q: 3 clusters Score -148908.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -148925.296875 Penalty: 2296.324219
	Iteration 34Q: 3 clusters Score -148925.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -148931.796875 Penalty: 2296.324219
	Iteration 35Q: 3 clusters Score -148931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -148933.281250 Penalty: 2296.324219
	Iteration 36Q: 3 clusters Score -148933.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -148933.281250 Penalty: 2296.324219
	Iteration 37F: 3 clusters Score -148933.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10425 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24931 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12942 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 9506 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20418 members 
Mstep: Class 51 contains 998 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14049 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14649 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 469 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22648 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Mstep: Class 86 contains 702 members 
Entering Unmasked Estep 
Score: -85934464.000000 Penalty: 185964.312500
Splitting cluster 75 changes total score from -85935576.000000 to -85934464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (16373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Entering Unmasked Estep 
Score: -2512607.000000 Penalty: 1576.800781
	Iteration 0F: 2 clusters Score -2512607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2501858.750000 Penalty: 3153.601562
	Iteration 0F: 3 clusters Score -2501859 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2505858.000000 Penalty: 3153.601562
	Iteration 1F: 3 clusters Score -2505858 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2506242.250000 Penalty: 3153.601562
	Iteration 2F: 3 clusters Score -2506242 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2506581.250000 Penalty: 3153.601562
	Iteration 3F: 3 clusters Score -2506581 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2506907.750000 Penalty: 3153.601562
	Iteration 4F: 3 clusters Score -2506908 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2507261.500000 Penalty: 3153.601562
	Iteration 5Q: 3 clusters Score -2507262 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2507655.500000 Penalty: 3153.601562
	Iteration 6F: 3 clusters Score -2507656 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2508164.500000 Penalty: 3153.601562
	Iteration 7F: 3 clusters Score -2508164 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2508687.000000 Penalty: 3153.601562
	Iteration 8F: 3 clusters Score -2508687 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2509162.250000 Penalty: 3153.601562
	Iteration 9Q: 3 clusters Score -2509162 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2509632.000000 Penalty: 3153.601562
	Iteration 10Q: 3 clusters Score -2509632 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2510035.750000 Penalty: 3153.601562
	Iteration 11Q: 3 clusters Score -2510036 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2510342.750000 Penalty: 3153.601562
	Iteration 12Q: 3 clusters Score -2510343 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2510587.500000 Penalty: 3153.601562
	Iteration 13Q: 3 clusters Score -2510588 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2510778.250000 Penalty: 3153.601562
	Iteration 14Q: 3 clusters Score -2510778 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2510906.500000 Penalty: 3153.601562
	Iteration 15Q: 3 clusters Score -2510906 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2511000.250000 Penalty: 3153.601562
	Iteration 16Q: 3 clusters Score -2511000 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2511055.750000 Penalty: 3153.601562
	Iteration 17Q: 3 clusters Score -2511056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2511091.250000 Penalty: 3153.601562
	Iteration 18Q: 3 clusters Score -2511091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2511114.000000 Penalty: 3153.601562
	Iteration 19Q: 3 clusters Score -2511114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2511135.250000 Penalty: 3153.601562
	Iteration 20F: 3 clusters Score -2511135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2511154.000000 Penalty: 3153.601562
	Iteration 21Q: 3 clusters Score -2511154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2511165.750000 Penalty: 3153.601562
	Iteration 22Q: 3 clusters Score -2511166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2511177.500000 Penalty: 3153.601562
	Iteration 23Q: 3 clusters Score -2511178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2511195.000000 Penalty: 3153.601562
	Iteration 24Q: 3 clusters Score -2511195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2511211.000000 Penalty: 3153.601562
	Iteration 25Q: 3 clusters Score -2511211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2511228.750000 Penalty: 3153.601562
	Iteration 26Q: 3 clusters Score -2511229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2511229.750000 Penalty: 3153.601562
	Iteration 27Q: 3 clusters Score -2511230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2511238.500000 Penalty: 3153.601562
	Iteration 28Q: 3 clusters Score -2511238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2511240.500000 Penalty: 3153.601562
	Iteration 29Q: 3 clusters Score -2511240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2511246.750000 Penalty: 3153.601562
	Iteration 30Q: 3 clusters Score -2511247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2511246.500000 Penalty: 3153.601562
	Iteration 31Q: 3 clusters Score -2511246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2511248.750000 Penalty: 3153.601562
	Iteration 32Q: 3 clusters Score -2511249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2511248.750000 Penalty: 3153.601562
	Iteration 33F: 3 clusters Score -2511249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (12015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Entering Unmasked Estep 
Score: -1846468.375000 Penalty: 1526.510620
	Iteration 0F: 2 clusters Score -1846468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1837893.500000 Penalty: 3053.021240
	Iteration 0F: 3 clusters Score -1837894 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1840841.000000 Penalty: 3053.021240
	Iteration 1F: 3 clusters Score -1840841 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1841134.375000 Penalty: 3053.021240
	Iteration 2F: 3 clusters Score -1841134 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1841409.750000 Penalty: 3053.021240
	Iteration 3F: 3 clusters Score -1841410 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1841724.625000 Penalty: 3053.021240
	Iteration 4F: 3 clusters Score -1841725 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1842107.750000 Penalty: 3053.021240
	Iteration 5F: 3 clusters Score -1842108 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1842580.750000 Penalty: 3053.021240
	Iteration 6F: 3 clusters Score -1842581 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1843128.500000 Penalty: 3053.021240
	Iteration 7F: 3 clusters Score -1843128 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1843706.625000 Penalty: 3053.021240
	Iteration 8F: 3 clusters Score -1843707 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1844226.500000 Penalty: 3053.021240
	Iteration 9F: 3 clusters Score -1844226 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1844605.125000 Penalty: 3053.021240
	Iteration 10Q: 3 clusters Score -1844605 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1844881.250000 Penalty: 3053.021240
	Iteration 11Q: 3 clusters Score -1844881 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1845010.250000 Penalty: 3053.021240
	Iteration 12Q: 3 clusters Score -1845010 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1845088.625000 Penalty: 3053.021240
	Iteration 13Q: 3 clusters Score -1845089 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1845128.625000 Penalty: 3053.021240
	Iteration 14Q: 3 clusters Score -1845129 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1845156.875000 Penalty: 3053.021240
	Iteration 15Q: 3 clusters Score -1845157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1845170.500000 Penalty: 3053.021240
	Iteration 16Q: 3 clusters Score -1845170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1845187.250000 Penalty: 3053.021240
	Iteration 17Q: 3 clusters Score -1845187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1845192.375000 Penalty: 3053.021240
	Iteration 18Q: 3 clusters Score -1845192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1845198.375000 Penalty: 3053.021240
	Iteration 19Q: 3 clusters Score -1845198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1845197.500000 Penalty: 3053.021240
	Iteration 20F: 3 clusters Score -1845198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1845201.250000 Penalty: 3053.021240
	Iteration 21Q: 3 clusters Score -1845201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1845200.875000 Penalty: 3053.021240
	Iteration 22Q: 3 clusters Score -1845201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1845200.375000 Penalty: 3053.021240
	Iteration 23Q: 3 clusters Score -1845200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1845200.375000 Penalty: 3053.021240
	Iteration 24F: 3 clusters Score -1845200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (3780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Entering Unmasked Estep 
Score: -548783.250000 Penalty: 1338.590332
	Iteration 0F: 2 clusters Score -548783.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -545544.937500 Penalty: 2677.180664
	Iteration 0F: 3 clusters Score -545544.9 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -546363.812500 Penalty: 2677.180664
	Iteration 1F: 3 clusters Score -546363.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -546595.562500 Penalty: 2677.180664
	Iteration 2F: 3 clusters Score -546595.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -546746.937500 Penalty: 2677.180664
	Iteration 3F: 3 clusters Score -546746.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -546850.625000 Penalty: 2677.180664
	Iteration 4Q: 3 clusters Score -546850.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -546926.625000 Penalty: 2677.180664
	Iteration 5Q: 3 clusters Score -546926.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -546978.312500 Penalty: 2677.180664
	Iteration 6Q: 3 clusters Score -546978.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -547024.312500 Penalty: 2677.180664
	Iteration 7Q: 3 clusters Score -547024.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -547054.875000 Penalty: 2677.180664
	Iteration 8Q: 3 clusters Score -547054.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -547079.000000 Penalty: 2677.180664
	Iteration 9Q: 3 clusters Score -547079 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -547104.187500 Penalty: 2677.180664
	Iteration 10Q: 3 clusters Score -547104.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -547127.187500 Penalty: 2677.180664
	Iteration 11Q: 3 clusters Score -547127.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -547147.750000 Penalty: 2677.180664
	Iteration 12Q: 3 clusters Score -547147.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -547165.687500 Penalty: 2677.180664
	Iteration 13Q: 3 clusters Score -547165.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -547180.250000 Penalty: 2677.180664
	Iteration 14Q: 3 clusters Score -547180.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -547196.000000 Penalty: 2677.180664
	Iteration 15Q: 3 clusters Score -547196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -547210.437500 Penalty: 2677.180664
	Iteration 16Q: 3 clusters Score -547210.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -547224.562500 Penalty: 2677.180664
	Iteration 17Q: 3 clusters Score -547224.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -547233.812500 Penalty: 2677.180664
	Iteration 18Q: 3 clusters Score -547233.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -547243.937500 Penalty: 2677.180664
	Iteration 19Q: 3 clusters Score -547243.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -547252.875000 Penalty: 2677.180664
	Iteration 20F: 3 clusters Score -547252.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -547261.937500 Penalty: 2677.180664
	Iteration 21Q: 3 clusters Score -547261.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -547271.750000 Penalty: 2677.180664
	Iteration 22Q: 3 clusters Score -547271.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -547283.500000 Penalty: 2677.180664
	Iteration 23Q: 3 clusters Score -547283.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -547291.562500 Penalty: 2677.180664
	Iteration 24Q: 3 clusters Score -547291.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -547301.437500 Penalty: 2677.180664
	Iteration 25Q: 3 clusters Score -547301.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -547310.937500 Penalty: 2677.180664
	Iteration 26Q: 3 clusters Score -547310.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -547321.187500 Penalty: 2677.180664
	Iteration 27Q: 3 clusters Score -547321.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -547328.187500 Penalty: 2677.180664
	Iteration 28Q: 3 clusters Score -547328.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -547334.562500 Penalty: 2677.180664
	Iteration 29Q: 3 clusters Score -547334.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -547339.187500 Penalty: 2677.180664
	Iteration 30Q: 3 clusters Score -547339.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -547343.687500 Penalty: 2677.180664
	Iteration 31Q: 3 clusters Score -547343.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -547347.937500 Penalty: 2677.180664
	Iteration 32Q: 3 clusters Score -547347.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -547350.437500 Penalty: 2677.180664
	Iteration 33Q: 3 clusters Score -547350.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -547352.500000 Penalty: 2677.180664
	Iteration 34Q: 3 clusters Score -547352.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -547353.562500 Penalty: 2677.180664
	Iteration 35Q: 3 clusters Score -547353.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -547354.312500 Penalty: 2677.180664
	Iteration 36Q: 3 clusters Score -547354.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -547355.500000 Penalty: 2677.180664
	Iteration 37Q: 3 clusters Score -547355.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -547356.625000 Penalty: 2677.180664
	Iteration 38Q: 3 clusters Score -547356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -547357.125000 Penalty: 2677.180664
	Iteration 39Q: 3 clusters Score -547357.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -547357.312500 Penalty: 2677.180664
	Iteration 40F: 3 clusters Score -547357.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -547358.125000 Penalty: 2677.180664
	Iteration 41Q: 3 clusters Score -547358.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -547358.312500 Penalty: 2677.180664
	Iteration 42Q: 3 clusters Score -547358.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -547358.312500 Penalty: 2677.180664
	Iteration 43F: 3 clusters Score -547358.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -147089.312500 Penalty: 1122.184937
	Iteration 0F: 2 clusters Score -147089.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -145634.265625 Penalty: 2244.369873
	Iteration 0F: 3 clusters Score -145634.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -145906.671875 Penalty: 2244.369873
	Iteration 1F: 3 clusters Score -145906.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -145968.437500 Penalty: 2244.369873
	Iteration 2F: 3 clusters Score -145968.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -146000.515625 Penalty: 2244.369873
	Iteration 3Q: 3 clusters Score -146000.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -146016.875000 Penalty: 2244.369873
	Iteration 4Q: 3 clusters Score -146016.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -146030.906250 Penalty: 2244.369873
	Iteration 5Q: 3 clusters Score -146030.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -146037.734375 Penalty: 2244.369873
	Iteration 6Q: 3 clusters Score -146037.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -146047.968750 Penalty: 2244.369873
	Iteration 7Q: 3 clusters Score -146048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -146058.015625 Penalty: 2244.369873
	Iteration 8Q: 3 clusters Score -146058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -146059.687500 Penalty: 2244.369873
	Iteration 9Q: 3 clusters Score -146059.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -146062.109375 Penalty: 2244.369873
	Iteration 10Q: 3 clusters Score -146062.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -146066.109375 Penalty: 2244.369873
	Iteration 11Q: 3 clusters Score -146066.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -146070.718750 Penalty: 2244.369873
	Iteration 12Q: 3 clusters Score -146070.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -146073.593750 Penalty: 2244.369873
	Iteration 13Q: 3 clusters Score -146073.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -146080.812500 Penalty: 2244.369873
	Iteration 14Q: 3 clusters Score -146080.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -146087.328125 Penalty: 2244.369873
	Iteration 15Q: 3 clusters Score -146087.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -146097.359375 Penalty: 2244.369873
	Iteration 16Q: 3 clusters Score -146097.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -146104.093750 Penalty: 2244.369873
	Iteration 17Q: 3 clusters Score -146104.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -146107.109375 Penalty: 2244.369873
	Iteration 18Q: 3 clusters Score -146107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -146108.515625 Penalty: 2244.369873
	Iteration 19Q: 3 clusters Score -146108.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -146109.250000 Penalty: 2244.369873
	Iteration 20F: 3 clusters Score -146109.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -146110.000000 Penalty: 2244.369873
	Iteration 21Q: 3 clusters Score -146110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -146110.000000 Penalty: 2244.369873
	Iteration 22F: 3 clusters Score -146110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -139113.406250 Penalty: 1143.374146
	Iteration 0F: 2 clusters Score -139113.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -137601.734375 Penalty: 2286.748291
	Iteration 0F: 3 clusters Score -137601.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -137931.734375 Penalty: 2286.748291
	Iteration 1F: 3 clusters Score -137931.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -138046.546875 Penalty: 2286.748291
	Iteration 2F: 3 clusters Score -138046.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -138090.484375 Penalty: 2286.748291
	Iteration 3Q: 3 clusters Score -138090.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -138124.546875 Penalty: 2286.748291
	Iteration 4Q: 3 clusters Score -138124.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -138154.406250 Penalty: 2286.748291
	Iteration 5Q: 3 clusters Score -138154.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -138182.062500 Penalty: 2286.748291
	Iteration 6Q: 3 clusters Score -138182.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -138198.328125 Penalty: 2286.748291
	Iteration 7Q: 3 clusters Score -138198.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -138206.328125 Penalty: 2286.748291
	Iteration 8Q: 3 clusters Score -138206.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -138212.812500 Penalty: 2286.748291
	Iteration 9Q: 3 clusters Score -138212.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -138215.140625 Penalty: 2286.748291
	Iteration 10Q: 3 clusters Score -138215.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -138219.562500 Penalty: 2286.748291
	Iteration 11Q: 3 clusters Score -138219.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -138221.593750 Penalty: 2286.748291
	Iteration 12Q: 3 clusters Score -138221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -138222.218750 Penalty: 2286.748291
	Iteration 13Q: 3 clusters Score -138222.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -138223.593750 Penalty: 2286.748291
	Iteration 14Q: 3 clusters Score -138223.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -138224.937500 Penalty: 2286.748291
	Iteration 15Q: 3 clusters Score -138224.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -138226.156250 Penalty: 2286.748291
	Iteration 16Q: 3 clusters Score -138226.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -138226.531250 Penalty: 2286.748291
	Iteration 17Q: 3 clusters Score -138226.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -138226.531250 Penalty: 2286.748291
	Iteration 18F: 3 clusters Score -138226.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (4116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Entering Unmasked Estep 
Score: -625771.187500 Penalty: 1352.428589
	Iteration 0F: 2 clusters Score -625771.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -622333.562500 Penalty: 2704.857178
	Iteration 0F: 3 clusters Score -622333.6 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -623194.875000 Penalty: 2704.857178
	Iteration 1F: 3 clusters Score -623194.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -623355.937500 Penalty: 2704.857178
	Iteration 2F: 3 clusters Score -623355.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -623435.187500 Penalty: 2704.857178
	Iteration 3Q: 3 clusters Score -623435.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -623493.500000 Penalty: 2704.857178
	Iteration 4Q: 3 clusters Score -623493.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -623545.375000 Penalty: 2704.857178
	Iteration 5Q: 3 clusters Score -623545.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -623586.875000 Penalty: 2704.857178
	Iteration 6Q: 3 clusters Score -623586.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -623612.687500 Penalty: 2704.857178
	Iteration 7Q: 3 clusters Score -623612.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -623633.437500 Penalty: 2704.857178
	Iteration 8Q: 3 clusters Score -623633.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -623656.375000 Penalty: 2704.857178
	Iteration 9Q: 3 clusters Score -623656.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -623674.687500 Penalty: 2704.857178
	Iteration 10Q: 3 clusters Score -623674.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -623690.625000 Penalty: 2704.857178
	Iteration 11Q: 3 clusters Score -623690.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -623703.437500 Penalty: 2704.857178
	Iteration 12Q: 3 clusters Score -623703.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -623716.500000 Penalty: 2704.857178
	Iteration 13Q: 3 clusters Score -623716.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -623728.312500 Penalty: 2704.857178
	Iteration 14Q: 3 clusters Score -623728.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -623740.687500 Penalty: 2704.857178
	Iteration 15Q: 3 clusters Score -623740.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -623754.875000 Penalty: 2704.857178
	Iteration 16Q: 3 clusters Score -623754.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -623774.562500 Penalty: 2704.857178
	Iteration 17Q: 3 clusters Score -623774.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -623798.437500 Penalty: 2704.857178
	Iteration 18Q: 3 clusters Score -623798.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -623826.562500 Penalty: 2704.857178
	Iteration 19Q: 3 clusters Score -623826.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -623865.875000 Penalty: 2704.857178
	Iteration 20F: 3 clusters Score -623865.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -623904.250000 Penalty: 2704.857178
	Iteration 21Q: 3 clusters Score -623904.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -623954.812500 Penalty: 2704.857178
	Iteration 22Q: 3 clusters Score -623954.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -624006.937500 Penalty: 2704.857178
	Iteration 23Q: 3 clusters Score -624006.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -624056.750000 Penalty: 2704.857178
	Iteration 24Q: 3 clusters Score -624056.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -624109.000000 Penalty: 2704.857178
	Iteration 25Q: 3 clusters Score -624109 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -624169.250000 Penalty: 2704.857178
	Iteration 26Q: 3 clusters Score -624169.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -624224.437500 Penalty: 2704.857178
	Iteration 27Q: 3 clusters Score -624224.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -624281.250000 Penalty: 2704.857178
	Iteration 28Q: 3 clusters Score -624281.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -624324.062500 Penalty: 2704.857178
	Iteration 29Q: 3 clusters Score -624324.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -624368.687500 Penalty: 2704.857178
	Iteration 30Q: 3 clusters Score -624368.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -624406.500000 Penalty: 2704.857178
	Iteration 31Q: 3 clusters Score -624406.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -624439.562500 Penalty: 2704.857178
	Iteration 32Q: 3 clusters Score -624439.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -624467.125000 Penalty: 2704.857178
	Iteration 33Q: 3 clusters Score -624467.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -624489.812500 Penalty: 2704.857178
	Iteration 34Q: 3 clusters Score -624489.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -624510.312500 Penalty: 2704.857178
	Iteration 35Q: 3 clusters Score -624510.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -624519.625000 Penalty: 2704.857178
	Iteration 36Q: 3 clusters Score -624519.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -624529.687500 Penalty: 2704.857178
	Iteration 37Q: 3 clusters Score -624529.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -624546.812500 Penalty: 2704.857178
	Iteration 38Q: 3 clusters Score -624546.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -624555.062500 Penalty: 2704.857178
	Iteration 39Q: 3 clusters Score -624555.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -624567.187500 Penalty: 2704.857178
	Iteration 40F: 3 clusters Score -624567.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -624573.250000 Penalty: 2704.857178
	Iteration 41Q: 3 clusters Score -624573.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -624581.125000 Penalty: 2704.857178
	Iteration 42Q: 3 clusters Score -624581.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -624587.687500 Penalty: 2704.857178
	Iteration 43Q: 3 clusters Score -624587.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -624590.875000 Penalty: 2704.857178
	Iteration 44Q: 3 clusters Score -624590.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -624594.812500 Penalty: 2704.857178
	Iteration 45Q: 3 clusters Score -624594.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -624595.125000 Penalty: 2704.857178
	Iteration 46Q: 3 clusters Score -624595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -624596.562500 Penalty: 2704.857178
	Iteration 47Q: 3 clusters Score -624596.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -624596.125000 Penalty: 2704.857178
	Iteration 48Q: 3 clusters Score -624596.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -624596.125000 Penalty: 2704.857178
	Iteration 49F: 3 clusters Score -624596.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -216106.359375 Penalty: 1203.491699
	Iteration 0F: 2 clusters Score -216106.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -214287.031250 Penalty: 2406.983398
	Iteration 0F: 3 clusters Score -214287 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -214756.390625 Penalty: 2406.983398
	Iteration 1F: 3 clusters Score -214756.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -214903.078125 Penalty: 2406.983398
	Iteration 2F: 3 clusters Score -214903.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -215043.093750 Penalty: 2406.983398
	Iteration 3F: 3 clusters Score -215043.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -215213.218750 Penalty: 2406.983398
	Iteration 4F: 3 clusters Score -215213.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -215360.984375 Penalty: 2406.983398
	Iteration 5F: 3 clusters Score -215361 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -215527.968750 Penalty: 2406.983398
	Iteration 6F: 3 clusters Score -215528 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -215642.843750 Penalty: 2406.983398
	Iteration 7F: 3 clusters Score -215642.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -215703.109375 Penalty: 2406.983398
	Iteration 8Q: 3 clusters Score -215703.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -215749.343750 Penalty: 2406.983398
	Iteration 9Q: 3 clusters Score -215749.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -215789.046875 Penalty: 2406.983398
	Iteration 10Q: 3 clusters Score -215789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -215815.281250 Penalty: 2406.983398
	Iteration 11Q: 3 clusters Score -215815.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -215829.437500 Penalty: 2406.983398
	Iteration 12Q: 3 clusters Score -215829.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -215838.953125 Penalty: 2406.983398
	Iteration 13Q: 3 clusters Score -215839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -215847.187500 Penalty: 2406.983398
	Iteration 14Q: 3 clusters Score -215847.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -215849.515625 Penalty: 2406.983398
	Iteration 15Q: 3 clusters Score -215849.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -215853.312500 Penalty: 2406.983398
	Iteration 16Q: 3 clusters Score -215853.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -215859.406250 Penalty: 2406.983398
	Iteration 17Q: 3 clusters Score -215859.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -215864.187500 Penalty: 2406.983398
	Iteration 18Q: 3 clusters Score -215864.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -215869.250000 Penalty: 2406.983398
	Iteration 19Q: 3 clusters Score -215869.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -215871.625000 Penalty: 2406.983398
	Iteration 20F: 3 clusters Score -215871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -215873.359375 Penalty: 2406.983398
	Iteration 21Q: 3 clusters Score -215873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -215875.390625 Penalty: 2406.983398
	Iteration 22Q: 3 clusters Score -215875.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -215878.390625 Penalty: 2406.983398
	Iteration 23Q: 3 clusters Score -215878.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -215879.578125 Penalty: 2406.983398
	Iteration 24Q: 3 clusters Score -215879.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -215879.859375 Penalty: 2406.983398
	Iteration 25Q: 3 clusters Score -215879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -215880.156250 Penalty: 2406.983398
	Iteration 26Q: 3 clusters Score -215880.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -215880.734375 Penalty: 2406.983398
	Iteration 27Q: 3 clusters Score -215880.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -215881.406250 Penalty: 2406.983398
	Iteration 28Q: 3 clusters Score -215881.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -215882.593750 Penalty: 2406.983398
	Iteration 29Q: 3 clusters Score -215882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -215883.296875 Penalty: 2406.983398
	Iteration 30Q: 3 clusters Score -215883.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -215884.203125 Penalty: 2406.983398
	Iteration 31Q: 3 clusters Score -215884.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -215884.203125 Penalty: 2406.983398
	Iteration 32F: 3 clusters Score -215884.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (22648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Entering Unmasked Estep 
Score: -3441886.500000 Penalty: 1629.521973
	Iteration 0F: 2 clusters Score -3441886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -3427452.000000 Penalty: 3259.043945
	Iteration 0F: 3 clusters Score -3427452 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3433094.500000 Penalty: 3259.043945
	Iteration 1F: 3 clusters Score -3433094 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -3433512.750000 Penalty: 3259.043945
	Iteration 2F: 3 clusters Score -3433513 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3433943.000000 Penalty: 3259.043945
	Iteration 3Q: 3 clusters Score -3433943 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3434474.000000 Penalty: 3259.043945
	Iteration 4Q: 3 clusters Score -3434474 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -3435126.250000 Penalty: 3259.043945
	Iteration 5F: 3 clusters Score -3435126 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -3435854.250000 Penalty: 3259.043945
	Iteration 6F: 3 clusters Score -3435854 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -3436590.250000 Penalty: 3259.043945
	Iteration 7F: 3 clusters Score -3436590 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3437355.000000 Penalty: 3259.043945
	Iteration 8F: 3 clusters Score -3437355 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3438016.000000 Penalty: 3259.043945
	Iteration 9F: 3 clusters Score -3438016 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -3438639.000000 Penalty: 3259.043945
	Iteration 10Q: 3 clusters Score -3438639 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -3439199.750000 Penalty: 3259.043945
	Iteration 11Q: 3 clusters Score -3439200 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3439601.000000 Penalty: 3259.043945
	Iteration 12Q: 3 clusters Score -3439601 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -3439858.250000 Penalty: 3259.043945
	Iteration 13Q: 3 clusters Score -3439858 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3440101.000000 Penalty: 3259.043945
	Iteration 14Q: 3 clusters Score -3440101 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -3440252.250000 Penalty: 3259.043945
	Iteration 15Q: 3 clusters Score -3440252 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -3440383.000000 Penalty: 3259.043945
	Iteration 16Q: 3 clusters Score -3440383 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3440514.250000 Penalty: 3259.043945
	Iteration 17Q: 3 clusters Score -3440514 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -3440611.750000 Penalty: 3259.043945
	Iteration 18Q: 3 clusters Score -3440612 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -3440701.500000 Penalty: 3259.043945
	Iteration 19Q: 3 clusters Score -3440702 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -3440788.000000 Penalty: 3259.043945
	Iteration 20F: 3 clusters Score -3440788 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -3440848.500000 Penalty: 3259.043945
	Iteration 21Q: 3 clusters Score -3440848 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -3440902.500000 Penalty: 3259.043945
	Iteration 22Q: 3 clusters Score -3440902 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -3440969.250000 Penalty: 3259.043945
	Iteration 23Q: 3 clusters Score -3440969 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -3441028.000000 Penalty: 3259.043945
	Iteration 24Q: 3 clusters Score -3441028 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3441074.500000 Penalty: 3259.043945
	Iteration 25Q: 3 clusters Score -3441074 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -3441114.750000 Penalty: 3259.043945
	Iteration 26Q: 3 clusters Score -3441115 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -3441144.750000 Penalty: 3259.043945
	Iteration 27Q: 3 clusters Score -3441145 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -3441176.750000 Penalty: 3259.043945
	Iteration 28Q: 3 clusters Score -3441177 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -3441201.000000 Penalty: 3259.043945
	Iteration 29Q: 3 clusters Score -3441201 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -3441246.750000 Penalty: 3259.043945
	Iteration 30Q: 3 clusters Score -3441247 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -3441264.750000 Penalty: 3259.043945
	Iteration 31Q: 3 clusters Score -3441265 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -3441287.250000 Penalty: 3259.043945
	Iteration 32Q: 3 clusters Score -3441287 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -3441286.750000 Penalty: 3259.043945
	Iteration 33Q: 3 clusters Score -3441287 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -3441294.000000 Penalty: 3259.043945
	Iteration 34Q: 3 clusters Score -3441294 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -3441306.750000 Penalty: 3259.043945
	Iteration 35Q: 3 clusters Score -3441307 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -3441323.250000 Penalty: 3259.043945
	Iteration 36Q: 3 clusters Score -3441323 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -3441340.500000 Penalty: 3259.043945
	Iteration 37Q: 3 clusters Score -3441340 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3441347.250000 Penalty: 3259.043945
	Iteration 38Q: 3 clusters Score -3441347 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -3441341.750000 Penalty: 3259.043945
	Iteration 39Q: 3 clusters Score -3441342 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -3441341.750000 Penalty: 3259.043945
	Iteration 40F: 3 clusters Score -3441342 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -3441342.750000 Penalty: 3259.043945
	Iteration 41Q: 3 clusters Score -3441343 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -3441341.750000 Penalty: 3259.043945
	Iteration 42Q: 3 clusters Score -3441342 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -3441338.500000 Penalty: 3259.043945
	Iteration 43Q: 3 clusters Score -3441338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3441336.750000 Penalty: 3259.043945
	Iteration 44Q: 3 clusters Score -3441337 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -3441337.750000 Penalty: 3259.043945
	Iteration 45Q: 3 clusters Score -3441338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -3441328.000000 Penalty: 3259.043945
	Iteration 46Q: 3 clusters Score -3441328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -3441328.000000 Penalty: 3259.043945
	Iteration 47Q: 3 clusters Score -3441328 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -3441329.500000 Penalty: 3259.043945
	Iteration 48Q: 3 clusters Score -3441330 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -3441332.000000 Penalty: 3259.043945
	Iteration 49Q: 3 clusters Score -3441332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -3441324.500000 Penalty: 3259.043945
	Iteration 50Q: 3 clusters Score -3441324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -3441312.250000 Penalty: 3259.043945
	Iteration 51Q: 3 clusters Score -3441312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -3441313.000000 Penalty: 3259.043945
	Iteration 52Q: 3 clusters Score -3441313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -3441308.000000 Penalty: 3259.043945
	Iteration 53Q: 3 clusters Score -3441308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -3441310.750000 Penalty: 3259.043945
	Iteration 54Q: 3 clusters Score -3441311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -3441307.500000 Penalty: 3259.043945
	Iteration 55Q: 3 clusters Score -3441308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -3441306.750000 Penalty: 3259.043945
	Iteration 56Q: 3 clusters Score -3441307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3441309.000000 Penalty: 3259.043945
	Iteration 57Q: 3 clusters Score -3441309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -3441300.000000 Penalty: 3259.043945
	Iteration 58Q: 3 clusters Score -3441300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -3441300.000000 Penalty: 3259.043945
	Iteration 59Q: 3 clusters Score -3441300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -3441305.750000 Penalty: 3259.043945
	Iteration 60F: 3 clusters Score -3441306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -3441297.750000 Penalty: 3259.043945
	Iteration 61Q: 3 clusters Score -3441298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3441295.250000 Penalty: 3259.043945
	Iteration 62Q: 3 clusters Score -3441295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -3441286.750000 Penalty: 3259.043945
	Iteration 63Q: 3 clusters Score -3441287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -3441278.500000 Penalty: 3259.043945
	Iteration 64Q: 3 clusters Score -3441278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -3441272.750000 Penalty: 3259.043945
	Iteration 65Q: 3 clusters Score -3441273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -3441275.000000 Penalty: 3259.043945
	Iteration 66Q: 3 clusters Score -3441275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -3441273.000000 Penalty: 3259.043945
	Iteration 67Q: 3 clusters Score -3441273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3441272.000000 Penalty: 3259.043945
	Iteration 68Q: 3 clusters Score -3441272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -3441268.000000 Penalty: 3259.043945
	Iteration 69Q: 3 clusters Score -3441268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -3441268.000000 Penalty: 3259.043945
	Iteration 70Q: 3 clusters Score -3441268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -3441267.500000 Penalty: 3259.043945
	Iteration 71Q: 3 clusters Score -3441268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -3441267.500000 Penalty: 3259.043945
	Iteration 72F: 3 clusters Score -3441268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (3732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Entering Unmasked Estep 
Score: -566446.687500 Penalty: 1336.513794
	Iteration 0F: 2 clusters Score -566446.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -563259.125000 Penalty: 2673.027588
	Iteration 0F: 3 clusters Score -563259.1 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -564058.625000 Penalty: 2673.027588
	Iteration 1F: 3 clusters Score -564058.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -564218.625000 Penalty: 2673.027588
	Iteration 2F: 3 clusters Score -564218.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -564326.062500 Penalty: 2673.027588
	Iteration 3Q: 3 clusters Score -564326.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -564395.187500 Penalty: 2673.027588
	Iteration 4Q: 3 clusters Score -564395.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -564446.375000 Penalty: 2673.027588
	Iteration 5Q: 3 clusters Score -564446.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -564482.562500 Penalty: 2673.027588
	Iteration 6Q: 3 clusters Score -564482.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -564506.000000 Penalty: 2673.027588
	Iteration 7Q: 3 clusters Score -564506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -564521.062500 Penalty: 2673.027588
	Iteration 8Q: 3 clusters Score -564521.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -564531.000000 Penalty: 2673.027588
	Iteration 9Q: 3 clusters Score -564531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -564538.187500 Penalty: 2673.027588
	Iteration 10Q: 3 clusters Score -564538.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -564542.187500 Penalty: 2673.027588
	Iteration 11Q: 3 clusters Score -564542.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -564546.187500 Penalty: 2673.027588
	Iteration 12Q: 3 clusters Score -564546.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -564553.312500 Penalty: 2673.027588
	Iteration 13Q: 3 clusters Score -564553.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -564556.937500 Penalty: 2673.027588
	Iteration 14Q: 3 clusters Score -564556.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -564561.250000 Penalty: 2673.027588
	Iteration 15Q: 3 clusters Score -564561.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -564566.750000 Penalty: 2673.027588
	Iteration 16Q: 3 clusters Score -564566.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -564574.562500 Penalty: 2673.027588
	Iteration 17Q: 3 clusters Score -564574.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -564583.625000 Penalty: 2673.027588
	Iteration 18Q: 3 clusters Score -564583.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -564590.937500 Penalty: 2673.027588
	Iteration 19Q: 3 clusters Score -564590.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -564597.437500 Penalty: 2673.027588
	Iteration 20F: 3 clusters Score -564597.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -564604.625000 Penalty: 2673.027588
	Iteration 21Q: 3 clusters Score -564604.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -564610.750000 Penalty: 2673.027588
	Iteration 22Q: 3 clusters Score -564610.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -564618.250000 Penalty: 2673.027588
	Iteration 23Q: 3 clusters Score -564618.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -564626.437500 Penalty: 2673.027588
	Iteration 24Q: 3 clusters Score -564626.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -564639.000000 Penalty: 2673.027588
	Iteration 25Q: 3 clusters Score -564639 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -564652.937500 Penalty: 2673.027588
	Iteration 26Q: 3 clusters Score -564652.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -564671.562500 Penalty: 2673.027588
	Iteration 27Q: 3 clusters Score -564671.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -564687.500000 Penalty: 2673.027588
	Iteration 28Q: 3 clusters Score -564687.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -564710.312500 Penalty: 2673.027588
	Iteration 29Q: 3 clusters Score -564710.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -564737.000000 Penalty: 2673.027588
	Iteration 30Q: 3 clusters Score -564737 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -564768.812500 Penalty: 2673.027588
	Iteration 31Q: 3 clusters Score -564768.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -564802.375000 Penalty: 2673.027588
	Iteration 32Q: 3 clusters Score -564802.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -564839.687500 Penalty: 2673.027588
	Iteration 33Q: 3 clusters Score -564839.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -564874.750000 Penalty: 2673.027588
	Iteration 34Q: 3 clusters Score -564874.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -564908.312500 Penalty: 2673.027588
	Iteration 35Q: 3 clusters Score -564908.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -564939.875000 Penalty: 2673.027588
	Iteration 36Q: 3 clusters Score -564939.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -564979.312500 Penalty: 2673.027588
	Iteration 37Q: 3 clusters Score -564979.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -565022.062500 Penalty: 2673.027588
	Iteration 38Q: 3 clusters Score -565022.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -565070.562500 Penalty: 2673.027588
	Iteration 39Q: 3 clusters Score -565070.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -565113.750000 Penalty: 2673.027588
	Iteration 40F: 3 clusters Score -565113.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -565146.687500 Penalty: 2673.027588
	Iteration 41Q: 3 clusters Score -565146.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -565169.375000 Penalty: 2673.027588
	Iteration 42Q: 3 clusters Score -565169.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -565186.312500 Penalty: 2673.027588
	Iteration 43Q: 3 clusters Score -565186.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -565197.687500 Penalty: 2673.027588
	Iteration 44Q: 3 clusters Score -565197.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -565212.187500 Penalty: 2673.027588
	Iteration 45Q: 3 clusters Score -565212.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -565223.000000 Penalty: 2673.027588
	Iteration 46Q: 3 clusters Score -565223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -565231.312500 Penalty: 2673.027588
	Iteration 47Q: 3 clusters Score -565231.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -565242.937500 Penalty: 2673.027588
	Iteration 48Q: 3 clusters Score -565242.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -565251.500000 Penalty: 2673.027588
	Iteration 49Q: 3 clusters Score -565251.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -565255.750000 Penalty: 2673.027588
	Iteration 50Q: 3 clusters Score -565255.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -565256.625000 Penalty: 2673.027588
	Iteration 51Q: 3 clusters Score -565256.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -565258.062500 Penalty: 2673.027588
	Iteration 52Q: 3 clusters Score -565258.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -565258.500000 Penalty: 2673.027588
	Iteration 53Q: 3 clusters Score -565258.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -565259.562500 Penalty: 2673.027588
	Iteration 54Q: 3 clusters Score -565259.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -565259.562500 Penalty: 2673.027588
	Iteration 55F: 3 clusters Score -565259.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (19148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Entering Unmasked Estep 
Score: -2930500.750000 Penalty: 1602.242554
	Iteration 0F: 2 clusters Score -2930501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2918571.250000 Penalty: 3204.485107
	Iteration 0F: 3 clusters Score -2918571 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2923315.750000 Penalty: 3204.485107
	Iteration 1F: 3 clusters Score -2923316 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2923673.250000 Penalty: 3204.485107
	Iteration 2F: 3 clusters Score -2923673 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2923966.750000 Penalty: 3204.485107
	Iteration 3Q: 3 clusters Score -2923967 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2924240.250000 Penalty: 3204.485107
	Iteration 4Q: 3 clusters Score -2924240 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2924509.000000 Penalty: 3204.485107
	Iteration 5Q: 3 clusters Score -2924509 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2924787.500000 Penalty: 3204.485107
	Iteration 6Q: 3 clusters Score -2924788 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2925045.500000 Penalty: 3204.485107
	Iteration 7Q: 3 clusters Score -2925046 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2925291.750000 Penalty: 3204.485107
	Iteration 8Q: 3 clusters Score -2925292 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2925560.500000 Penalty: 3204.485107
	Iteration 9Q: 3 clusters Score -2925560 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2925884.250000 Penalty: 3204.485107
	Iteration 10Q: 3 clusters Score -2925884 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2926249.000000 Penalty: 3204.485107
	Iteration 11Q: 3 clusters Score -2926249 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2926523.250000 Penalty: 3204.485107
	Iteration 12Q: 3 clusters Score -2926523 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2926757.000000 Penalty: 3204.485107
	Iteration 13Q: 3 clusters Score -2926757 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2926912.500000 Penalty: 3204.485107
	Iteration 14Q: 3 clusters Score -2926912 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2927006.250000 Penalty: 3204.485107
	Iteration 15Q: 3 clusters Score -2927006 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2927075.250000 Penalty: 3204.485107
	Iteration 16Q: 3 clusters Score -2927075 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2927115.500000 Penalty: 3204.485107
	Iteration 17Q: 3 clusters Score -2927116 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2927156.500000 Penalty: 3204.485107
	Iteration 18Q: 3 clusters Score -2927156 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2927177.250000 Penalty: 3204.485107
	Iteration 19Q: 3 clusters Score -2927177 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2927210.250000 Penalty: 3204.485107
	Iteration 20F: 3 clusters Score -2927210 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2927227.250000 Penalty: 3204.485107
	Iteration 21Q: 3 clusters Score -2927227 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2927249.000000 Penalty: 3204.485107
	Iteration 22Q: 3 clusters Score -2927249 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2927278.750000 Penalty: 3204.485107
	Iteration 23Q: 3 clusters Score -2927279 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2927316.250000 Penalty: 3204.485107
	Iteration 24Q: 3 clusters Score -2927316 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2927313.000000 Penalty: 3204.485107
	Iteration 25Q: 3 clusters Score -2927313 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2927321.250000 Penalty: 3204.485107
	Iteration 26Q: 3 clusters Score -2927321 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2927342.750000 Penalty: 3204.485107
	Iteration 27Q: 3 clusters Score -2927343 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2927376.000000 Penalty: 3204.485107
	Iteration 28Q: 3 clusters Score -2927376 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2927409.500000 Penalty: 3204.485107
	Iteration 29Q: 3 clusters Score -2927410 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2927440.500000 Penalty: 3204.485107
	Iteration 30Q: 3 clusters Score -2927440 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2927480.250000 Penalty: 3204.485107
	Iteration 31Q: 3 clusters Score -2927480 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2927524.000000 Penalty: 3204.485107
	Iteration 32Q: 3 clusters Score -2927524 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2927571.000000 Penalty: 3204.485107
	Iteration 33Q: 3 clusters Score -2927571 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2927605.500000 Penalty: 3204.485107
	Iteration 34Q: 3 clusters Score -2927606 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2927648.250000 Penalty: 3204.485107
	Iteration 35Q: 3 clusters Score -2927648 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2927712.250000 Penalty: 3204.485107
	Iteration 36Q: 3 clusters Score -2927712 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2927750.000000 Penalty: 3204.485107
	Iteration 37Q: 3 clusters Score -2927750 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2927807.000000 Penalty: 3204.485107
	Iteration 38Q: 3 clusters Score -2927807 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2927849.750000 Penalty: 3204.485107
	Iteration 39Q: 3 clusters Score -2927850 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2927893.250000 Penalty: 3204.485107
	Iteration 40F: 3 clusters Score -2927893 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2927941.750000 Penalty: 3204.485107
	Iteration 41Q: 3 clusters Score -2927942 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2928010.250000 Penalty: 3204.485107
	Iteration 42Q: 3 clusters Score -2928010 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2928077.500000 Penalty: 3204.485107
	Iteration 43Q: 3 clusters Score -2928078 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2928146.250000 Penalty: 3204.485107
	Iteration 44Q: 3 clusters Score -2928146 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2928222.000000 Penalty: 3204.485107
	Iteration 45Q: 3 clusters Score -2928222 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2928295.750000 Penalty: 3204.485107
	Iteration 46Q: 3 clusters Score -2928296 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2928373.750000 Penalty: 3204.485107
	Iteration 47Q: 3 clusters Score -2928374 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2928434.750000 Penalty: 3204.485107
	Iteration 48Q: 3 clusters Score -2928435 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2928494.500000 Penalty: 3204.485107
	Iteration 49Q: 3 clusters Score -2928494 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2928565.500000 Penalty: 3204.485107
	Iteration 50Q: 3 clusters Score -2928566 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2928623.750000 Penalty: 3204.485107
	Iteration 51Q: 3 clusters Score -2928624 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2928679.000000 Penalty: 3204.485107
	Iteration 52Q: 3 clusters Score -2928679 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2928737.250000 Penalty: 3204.485107
	Iteration 53Q: 3 clusters Score -2928737 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2928787.500000 Penalty: 3204.485107
	Iteration 54Q: 3 clusters Score -2928788 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2928838.000000 Penalty: 3204.485107
	Iteration 55Q: 3 clusters Score -2928838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2928874.250000 Penalty: 3204.485107
	Iteration 56Q: 3 clusters Score -2928874 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2928901.250000 Penalty: 3204.485107
	Iteration 57Q: 3 clusters Score -2928901 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2928941.250000 Penalty: 3204.485107
	Iteration 58Q: 3 clusters Score -2928941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2928970.750000 Penalty: 3204.485107
	Iteration 59Q: 3 clusters Score -2928971 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2928994.500000 Penalty: 3204.485107
	Iteration 60F: 3 clusters Score -2928994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2929023.000000 Penalty: 3204.485107
	Iteration 61Q: 3 clusters Score -2929023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2929034.750000 Penalty: 3204.485107
	Iteration 62Q: 3 clusters Score -2929035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2929047.250000 Penalty: 3204.485107
	Iteration 63Q: 3 clusters Score -2929047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2929053.750000 Penalty: 3204.485107
	Iteration 64Q: 3 clusters Score -2929054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2929061.250000 Penalty: 3204.485107
	Iteration 65Q: 3 clusters Score -2929061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2929065.750000 Penalty: 3204.485107
	Iteration 66Q: 3 clusters Score -2929066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2929080.250000 Penalty: 3204.485107
	Iteration 67Q: 3 clusters Score -2929080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2929085.250000 Penalty: 3204.485107
	Iteration 68Q: 3 clusters Score -2929085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2929088.000000 Penalty: 3204.485107
	Iteration 69Q: 3 clusters Score -2929088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2929090.750000 Penalty: 3204.485107
	Iteration 70Q: 3 clusters Score -2929091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2929104.000000 Penalty: 3204.485107
	Iteration 71Q: 3 clusters Score -2929104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2929107.000000 Penalty: 3204.485107
	Iteration 72Q: 3 clusters Score -2929107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2929110.750000 Penalty: 3204.485107
	Iteration 73Q: 3 clusters Score -2929111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2929114.750000 Penalty: 3204.485107
	Iteration 74Q: 3 clusters Score -2929115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2929111.250000 Penalty: 3204.485107
	Iteration 75Q: 3 clusters Score -2929111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2929116.500000 Penalty: 3204.485107
	Iteration 76Q: 3 clusters Score -2929116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2929120.000000 Penalty: 3204.485107
	Iteration 77Q: 3 clusters Score -2929120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2929119.000000 Penalty: 3204.485107
	Iteration 78Q: 3 clusters Score -2929119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2929120.500000 Penalty: 3204.485107
	Iteration 79Q: 3 clusters Score -2929120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2929120.500000 Penalty: 3204.485107
	Iteration 80F: 3 clusters Score -2929120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10425 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24931 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12942 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 9506 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4969 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20418 members 
Mstep: Class 51 contains 998 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6693 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14049 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14649 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22648 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935520.000000 Penalty: 183801.937500
Iteration 439Q: 86 clusters Score -8.593552e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24935 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12939 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 9507 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4968 members 
Mstep: Class 45 contains 14930 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20423 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14050 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14639 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22655 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935536.000000 Penalty: 183801.937500
Iteration 440F: 86 clusters Score -8.593554e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7796 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24933 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12935 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 9508 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4968 members 
Mstep: Class 45 contains 14930 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20433 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14049 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14633 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22655 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935576.000000 Penalty: 183801.937500
Iteration 441Q: 86 clusters Score -8.593558e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7796 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24921 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12931 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6541 members 
Mstep: Class 37 contains 9508 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4968 members 
Mstep: Class 45 contains 14929 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20439 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14049 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14629 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22667 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935632.000000 Penalty: 183801.937500
Iteration 442Q: 86 clusters Score -8.593563e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24911 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12929 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6541 members 
Mstep: Class 37 contains 9507 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4968 members 
Mstep: Class 45 contains 14928 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20441 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14047 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14626 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22685 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935616.000000 Penalty: 183801.937500
Iteration 443Q: 86 clusters Score -8.593562e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24901 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12930 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 9507 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4968 members 
Mstep: Class 45 contains 14925 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20444 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14047 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14618 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22701 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935600.000000 Penalty: 183801.937500
Iteration 444Q: 86 clusters Score -8.59356e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24877 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12927 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 9507 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4968 members 
Mstep: Class 45 contains 14928 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20449 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14047 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14618 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22719 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935640.000000 Penalty: 183801.937500
Iteration 445Q: 86 clusters Score -8.593564e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24863 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12927 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 9506 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4968 members 
Mstep: Class 45 contains 14927 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20453 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14047 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14611 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22738 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935608.000000 Penalty: 183801.937500
Iteration 446Q: 86 clusters Score -8.593561e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7796 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24851 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12926 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 9506 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4968 members 
Mstep: Class 45 contains 14923 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20457 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14047 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14604 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22756 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935616.000000 Penalty: 183801.937500
Iteration 447Q: 86 clusters Score -8.593562e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10424 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7796 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24844 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12923 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 9504 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4968 members 
Mstep: Class 45 contains 14920 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20463 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14047 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14596 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22772 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935656.000000 Penalty: 183801.937500
Iteration 448Q: 86 clusters Score -8.593566e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7796 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24827 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12917 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 9505 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4967 members 
Mstep: Class 45 contains 14921 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20470 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14047 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14597 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22787 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935680.000000 Penalty: 183801.937500
Iteration 449Q: 86 clusters Score -8.593568e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7796 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24803 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12912 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 9505 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4967 members 
Mstep: Class 45 contains 14921 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20480 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14047 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14604 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22800 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935760.000000 Penalty: 183801.937500
Iteration 450Q: 86 clusters Score -8.593576e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24783 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12908 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6540 members 
Mstep: Class 37 contains 9505 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4967 members 
Mstep: Class 45 contains 14922 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20487 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14048 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14603 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22817 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935688.000000 Penalty: 183801.937500
Iteration 451Q: 86 clusters Score -8.593569e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7796 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24766 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12903 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6539 members 
Mstep: Class 37 contains 9507 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4967 members 
Mstep: Class 45 contains 14921 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20494 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14049 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14599 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22834 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935712.000000 Penalty: 183801.937500
Iteration 452Q: 86 clusters Score -8.593571e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7796 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24749 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12901 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6538 members 
Mstep: Class 37 contains 9507 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4968 members 
Mstep: Class 45 contains 14922 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20505 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14050 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14594 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22845 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935704.000000 Penalty: 183801.937500
Iteration 453Q: 86 clusters Score -8.59357e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7797 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24733 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12901 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6537 members 
Mstep: Class 37 contains 9507 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4968 members 
Mstep: Class 45 contains 14928 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20511 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14052 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14587 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22854 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935680.000000 Penalty: 183801.937500
Iteration 454Q: 86 clusters Score -8.593568e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7798 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24722 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12899 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6537 members 
Mstep: Class 37 contains 9508 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4968 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20513 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14054 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14578 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22868 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935624.000000 Penalty: 183801.937500
Iteration 455Q: 86 clusters Score -8.593562e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7800 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24720 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12898 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6537 members 
Mstep: Class 37 contains 9507 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4970 members 
Mstep: Class 45 contains 14936 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20515 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14055 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 785 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14567 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22875 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935664.000000 Penalty: 183801.937500
Iteration 456Q: 86 clusters Score -8.593566e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7803 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24713 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12898 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6537 members 
Mstep: Class 37 contains 9507 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14937 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20516 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14055 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14556 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22888 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935688.000000 Penalty: 183801.937500
Iteration 457Q: 86 clusters Score -8.593569e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7806 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24699 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12898 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6538 members 
Mstep: Class 37 contains 9509 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14937 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20513 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14057 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14549 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22906 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935656.000000 Penalty: 183801.937500
Iteration 458Q: 86 clusters Score -8.593566e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7807 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24685 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12898 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6538 members 
Mstep: Class 37 contains 9510 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14937 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20516 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14057 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14541 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22923 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935656.000000 Penalty: 183801.937500
Iteration 459Q: 86 clusters Score -8.593566e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7808 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24673 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12894 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6539 members 
Mstep: Class 37 contains 9510 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14934 members 
Mstep: Class 46 contains 14301 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20524 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14057 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14535 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22938 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935648.000000 Penalty: 183801.937500
Iteration 460F: 86 clusters Score -8.593565e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7808 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24673 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12891 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6537 members 
Mstep: Class 37 contains 9511 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14938 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20537 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14058 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14523 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22937 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935640.000000 Penalty: 183801.937500
Iteration 461Q: 86 clusters Score -8.593564e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7809 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24665 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12887 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6533 members 
Mstep: Class 37 contains 9510 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14941 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20543 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14060 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14516 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22946 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935552.000000 Penalty: 183801.937500
Iteration 462Q: 86 clusters Score -8.593555e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7809 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24665 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12879 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6532 members 
Mstep: Class 37 contains 9510 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14941 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20551 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14060 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14513 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22947 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935520.000000 Penalty: 183801.937500
Iteration 463Q: 86 clusters Score -8.593552e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7809 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24663 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12872 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6533 members 
Mstep: Class 37 contains 9513 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4971 members 
Mstep: Class 45 contains 14944 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20562 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14060 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14508 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22943 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935520.000000 Penalty: 183801.937500
Iteration 464Q: 86 clusters Score -8.593552e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7809 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24659 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9382 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12865 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6533 members 
Mstep: Class 37 contains 9511 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 14945 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20565 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14065 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14508 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22943 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935512.000000 Penalty: 183801.937500
Iteration 465Q: 86 clusters Score -8.593551e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7810 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24658 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12860 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6533 members 
Mstep: Class 37 contains 9510 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 14944 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20573 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14066 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14513 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22938 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935496.000000 Penalty: 183801.937500
Iteration 466Q: 86 clusters Score -8.59355e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7812 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24655 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12859 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6532 members 
Mstep: Class 37 contains 9509 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4972 members 
Mstep: Class 45 contains 14943 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20581 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14069 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14510 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22935 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935520.000000 Penalty: 183801.937500
Iteration 467Q: 86 clusters Score -8.593552e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24653 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12860 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6530 members 
Mstep: Class 37 contains 9509 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4973 members 
Mstep: Class 45 contains 14940 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20591 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14069 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14507 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22931 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935520.000000 Penalty: 183801.937500
Iteration 468Q: 86 clusters Score -8.593552e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24647 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12858 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6530 members 
Mstep: Class 37 contains 9509 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4973 members 
Mstep: Class 45 contains 14938 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20601 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14071 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14502 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22933 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935560.000000 Penalty: 183801.937500
Iteration 469Q: 86 clusters Score -8.593556e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24637 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12857 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6530 members 
Mstep: Class 37 contains 9509 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4973 members 
Mstep: Class 45 contains 14935 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20611 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14072 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14499 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22939 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935536.000000 Penalty: 183801.937500
Iteration 470Q: 86 clusters Score -8.593554e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24633 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12857 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6530 members 
Mstep: Class 37 contains 9509 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4973 members 
Mstep: Class 45 contains 14934 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20622 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14072 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14490 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22942 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935504.000000 Penalty: 183801.937500
Iteration 471Q: 86 clusters Score -8.59355e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24636 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12857 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6530 members 
Mstep: Class 37 contains 9509 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4973 members 
Mstep: Class 45 contains 14931 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20631 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14072 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14480 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22942 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935480.000000 Penalty: 183801.937500
Iteration 472Q: 86 clusters Score -8.593548e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7815 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24636 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12857 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6530 members 
Mstep: Class 37 contains 9509 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4973 members 
Mstep: Class 45 contains 14929 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20643 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14072 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14473 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22938 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935496.000000 Penalty: 183801.937500
Iteration 473Q: 86 clusters Score -8.59355e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7815 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24635 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9380 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12857 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6530 members 
Mstep: Class 37 contains 9509 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14930 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20652 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14072 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2277 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14469 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22935 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935504.000000 Penalty: 183801.937500
Iteration 474Q: 86 clusters Score -8.59355e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10421 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7815 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24631 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9379 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12856 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6530 members 
Mstep: Class 37 contains 9509 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14932 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20661 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14072 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14469 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22930 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935496.000000 Penalty: 183801.937500
Iteration 475Q: 86 clusters Score -8.59355e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10421 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7815 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24618 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9379 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12855 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6530 members 
Mstep: Class 37 contains 9510 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14934 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20670 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14071 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14473 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22929 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935520.000000 Penalty: 183801.937500
Iteration 476Q: 86 clusters Score -8.593552e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10421 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7815 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24609 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9379 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12854 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6530 members 
Mstep: Class 37 contains 9510 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14935 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20674 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14072 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14473 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22933 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935496.000000 Penalty: 183801.937500
Iteration 477Q: 86 clusters Score -8.59355e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10421 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7815 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24602 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12854 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6530 members 
Mstep: Class 37 contains 9510 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14936 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20679 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14074 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14472 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22934 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935520.000000 Penalty: 183801.937500
Iteration 478Q: 86 clusters Score -8.593552e+07 nChanged 37
Entering ConstructFrom: 
Score: -85935520.000000 Penalty: 183801.937500
Entering ConstructFrom: 
Trying to split cluster 1 (8463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Entering Unmasked Estep 
Score: -1256353.625000 Penalty: 1469.562134
	Iteration 0F: 2 clusters Score -1256354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1250120.750000 Penalty: 2939.124268
	Iteration 0F: 3 clusters Score -1250121 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1252082.000000 Penalty: 2939.124268
	Iteration 1F: 3 clusters Score -1252082 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1252334.375000 Penalty: 2939.124268
	Iteration 2F: 3 clusters Score -1252334 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1252562.750000 Penalty: 2939.124268
	Iteration 3F: 3 clusters Score -1252563 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1252742.500000 Penalty: 2939.124268
	Iteration 4Q: 3 clusters Score -1252742 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1252944.625000 Penalty: 2939.124268
	Iteration 5Q: 3 clusters Score -1252945 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1253153.625000 Penalty: 2939.124268
	Iteration 6Q: 3 clusters Score -1253154 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1253365.000000 Penalty: 2939.124268
	Iteration 7Q: 3 clusters Score -1253365 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1253582.375000 Penalty: 2939.124268
	Iteration 8Q: 3 clusters Score -1253582 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1253800.000000 Penalty: 2939.124268
	Iteration 9Q: 3 clusters Score -1253800 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1253991.750000 Penalty: 2939.124268
	Iteration 10Q: 3 clusters Score -1253992 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1254163.875000 Penalty: 2939.124268
	Iteration 11Q: 3 clusters Score -1254164 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1254327.125000 Penalty: 2939.124268
	Iteration 12Q: 3 clusters Score -1254327 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1254481.500000 Penalty: 2939.124268
	Iteration 13Q: 3 clusters Score -1254482 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1254601.500000 Penalty: 2939.124268
	Iteration 14Q: 3 clusters Score -1254602 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1254697.875000 Penalty: 2939.124268
	Iteration 15Q: 3 clusters Score -1254698 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1254754.500000 Penalty: 2939.124268
	Iteration 16Q: 3 clusters Score -1254754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1254797.125000 Penalty: 2939.124268
	Iteration 17Q: 3 clusters Score -1254797 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1254831.750000 Penalty: 2939.124268
	Iteration 18Q: 3 clusters Score -1254832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1254859.875000 Penalty: 2939.124268
	Iteration 19Q: 3 clusters Score -1254860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1254882.750000 Penalty: 2939.124268
	Iteration 20F: 3 clusters Score -1254883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1254906.500000 Penalty: 2939.124268
	Iteration 21Q: 3 clusters Score -1254906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1254926.125000 Penalty: 2939.124268
	Iteration 22Q: 3 clusters Score -1254926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1254937.625000 Penalty: 2939.124268
	Iteration 23Q: 3 clusters Score -1254938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1254955.750000 Penalty: 2939.124268
	Iteration 24Q: 3 clusters Score -1254956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1254959.625000 Penalty: 2939.124268
	Iteration 25Q: 3 clusters Score -1254960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1254967.125000 Penalty: 2939.124268
	Iteration 26Q: 3 clusters Score -1254967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1254976.125000 Penalty: 2939.124268
	Iteration 27Q: 3 clusters Score -1254976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1254980.750000 Penalty: 2939.124268
	Iteration 28Q: 3 clusters Score -1254981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1254986.875000 Penalty: 2939.124268
	Iteration 29Q: 3 clusters Score -1254987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1254998.375000 Penalty: 2939.124268
	Iteration 30Q: 3 clusters Score -1254998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1255002.125000 Penalty: 2939.124268
	Iteration 31Q: 3 clusters Score -1255002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1255000.250000 Penalty: 2939.124268
	Iteration 32Q: 3 clusters Score -1255000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1255001.375000 Penalty: 2939.124268
	Iteration 33Q: 3 clusters Score -1255001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1255002.875000 Penalty: 2939.124268
	Iteration 34Q: 3 clusters Score -1255003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1255003.750000 Penalty: 2939.124268
	Iteration 35Q: 3 clusters Score -1255004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1255003.875000 Penalty: 2939.124268
	Iteration 36Q: 3 clusters Score -1255004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1255004.875000 Penalty: 2939.124268
	Iteration 37Q: 3 clusters Score -1255005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1255008.375000 Penalty: 2939.124268
	Iteration 38Q: 3 clusters Score -1255008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1255009.750000 Penalty: 2939.124268
	Iteration 39Q: 3 clusters Score -1255010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1255009.375000 Penalty: 2939.124268
	Iteration 40F: 3 clusters Score -1255009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1255010.875000 Penalty: 2939.124268
	Iteration 41Q: 3 clusters Score -1255011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1255011.750000 Penalty: 2939.124268
	Iteration 42Q: 3 clusters Score -1255012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1255014.250000 Penalty: 2939.124268
	Iteration 43Q: 3 clusters Score -1255014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1255016.125000 Penalty: 2939.124268
	Iteration 44Q: 3 clusters Score -1255016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1255016.875000 Penalty: 2939.124268
	Iteration 45Q: 3 clusters Score -1255017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1255016.875000 Penalty: 2939.124268
	Iteration 46F: 3 clusters Score -1255017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Entering Unmasked Estep 
Score: -1620836.875000 Penalty: 1555.652466
	Iteration 0F: 2 clusters Score -1620837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1610880.875000 Penalty: 3111.304932
	Iteration 0F: 3 clusters Score -1610881 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1614661.750000 Penalty: 3111.304932
	Iteration 1F: 3 clusters Score -1614662 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1615212.500000 Penalty: 3111.304932
	Iteration 2F: 3 clusters Score -1615212 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1615782.000000 Penalty: 3111.304932
	Iteration 3F: 3 clusters Score -1615782 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1616410.000000 Penalty: 3111.304932
	Iteration 4F: 3 clusters Score -1616410 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1617062.625000 Penalty: 3111.304932
	Iteration 5F: 3 clusters Score -1617063 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1617726.875000 Penalty: 3111.304932
	Iteration 6F: 3 clusters Score -1617727 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1618305.000000 Penalty: 3111.304932
	Iteration 7F: 3 clusters Score -1618305 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1618784.625000 Penalty: 3111.304932
	Iteration 8Q: 3 clusters Score -1618785 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1619230.125000 Penalty: 3111.304932
	Iteration 9Q: 3 clusters Score -1619230 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1619545.000000 Penalty: 3111.304932
	Iteration 10Q: 3 clusters Score -1619545 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1619723.875000 Penalty: 3111.304932
	Iteration 11Q: 3 clusters Score -1619724 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1619818.125000 Penalty: 3111.304932
	Iteration 12Q: 3 clusters Score -1619818 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1619862.125000 Penalty: 3111.304932
	Iteration 13Q: 3 clusters Score -1619862 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1619881.375000 Penalty: 3111.304932
	Iteration 14Q: 3 clusters Score -1619881 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1619902.375000 Penalty: 3111.304932
	Iteration 15Q: 3 clusters Score -1619902 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1619914.500000 Penalty: 3111.304932
	Iteration 16Q: 3 clusters Score -1619914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1619922.000000 Penalty: 3111.304932
	Iteration 17Q: 3 clusters Score -1619922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1619926.375000 Penalty: 3111.304932
	Iteration 18Q: 3 clusters Score -1619926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1619926.750000 Penalty: 3111.304932
	Iteration 19Q: 3 clusters Score -1619927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1619928.125000 Penalty: 3111.304932
	Iteration 20F: 3 clusters Score -1619928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1619928.875000 Penalty: 3111.304932
	Iteration 21Q: 3 clusters Score -1619929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1619935.250000 Penalty: 3111.304932
	Iteration 22Q: 3 clusters Score -1619935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1619935.500000 Penalty: 3111.304932
	Iteration 23Q: 3 clusters Score -1619936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1619938.125000 Penalty: 3111.304932
	Iteration 24Q: 3 clusters Score -1619938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1619937.000000 Penalty: 3111.304932
	Iteration 25Q: 3 clusters Score -1619937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1619940.500000 Penalty: 3111.304932
	Iteration 26Q: 3 clusters Score -1619940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1619938.625000 Penalty: 3111.304932
	Iteration 27Q: 3 clusters Score -1619939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1619942.375000 Penalty: 3111.304932
	Iteration 28Q: 3 clusters Score -1619942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1619945.750000 Penalty: 3111.304932
	Iteration 29Q: 3 clusters Score -1619946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1619948.875000 Penalty: 3111.304932
	Iteration 30Q: 3 clusters Score -1619949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1619951.000000 Penalty: 3111.304932
	Iteration 31Q: 3 clusters Score -1619951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1619949.875000 Penalty: 3111.304932
	Iteration 32Q: 3 clusters Score -1619950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1619955.625000 Penalty: 3111.304932
	Iteration 33Q: 3 clusters Score -1619956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1619956.125000 Penalty: 3111.304932
	Iteration 34Q: 3 clusters Score -1619956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1619959.250000 Penalty: 3111.304932
	Iteration 35Q: 3 clusters Score -1619959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1619956.750000 Penalty: 3111.304932
	Iteration 36Q: 3 clusters Score -1619957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1619959.500000 Penalty: 3111.304932
	Iteration 37Q: 3 clusters Score -1619960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1619959.125000 Penalty: 3111.304932
	Iteration 38Q: 3 clusters Score -1619959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1619959.000000 Penalty: 3111.304932
	Iteration 39Q: 3 clusters Score -1619959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1619957.500000 Penalty: 3111.304932
	Iteration 40F: 3 clusters Score -1619958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1619958.500000 Penalty: 3111.304932
	Iteration 41Q: 3 clusters Score -1619958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1619959.375000 Penalty: 3111.304932
	Iteration 42Q: 3 clusters Score -1619959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1619961.125000 Penalty: 3111.304932
	Iteration 43Q: 3 clusters Score -1619961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1619962.125000 Penalty: 3111.304932
	Iteration 44Q: 3 clusters Score -1619962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1619961.375000 Penalty: 3111.304932
	Iteration 45Q: 3 clusters Score -1619961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1619965.000000 Penalty: 3111.304932
	Iteration 46Q: 3 clusters Score -1619965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1619970.125000 Penalty: 3111.304932
	Iteration 47Q: 3 clusters Score -1619970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1619970.375000 Penalty: 3111.304932
	Iteration 48Q: 3 clusters Score -1619970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1619972.500000 Penalty: 3111.304932
	Iteration 49Q: 3 clusters Score -1619972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1619977.125000 Penalty: 3111.304932
	Iteration 50Q: 3 clusters Score -1619977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1619979.250000 Penalty: 3111.304932
	Iteration 51Q: 3 clusters Score -1619979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1619979.125000 Penalty: 3111.304932
	Iteration 52Q: 3 clusters Score -1619979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1619979.625000 Penalty: 3111.304932
	Iteration 53Q: 3 clusters Score -1619980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1619980.500000 Penalty: 3111.304932
	Iteration 54Q: 3 clusters Score -1619980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1619982.875000 Penalty: 3111.304932
	Iteration 55Q: 3 clusters Score -1619983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1619985.125000 Penalty: 3111.304932
	Iteration 56Q: 3 clusters Score -1619985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1619987.750000 Penalty: 3111.304932
	Iteration 57Q: 3 clusters Score -1619988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1619988.500000 Penalty: 3111.304932
	Iteration 58Q: 3 clusters Score -1619988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1619991.125000 Penalty: 3111.304932
	Iteration 59Q: 3 clusters Score -1619991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1619990.125000 Penalty: 3111.304932
	Iteration 60F: 3 clusters Score -1619990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1619990.625000 Penalty: 3111.304932
	Iteration 61Q: 3 clusters Score -1619991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1619989.125000 Penalty: 3111.304932
	Iteration 62Q: 3 clusters Score -1619989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1619989.750000 Penalty: 3111.304932
	Iteration 63Q: 3 clusters Score -1619990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1619993.125000 Penalty: 3111.304932
	Iteration 64Q: 3 clusters Score -1619993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1619992.250000 Penalty: 3111.304932
	Iteration 65Q: 3 clusters Score -1619992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1619992.375000 Penalty: 3111.304932
	Iteration 66Q: 3 clusters Score -1619992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1619996.625000 Penalty: 3111.304932
	Iteration 67Q: 3 clusters Score -1619997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1619999.500000 Penalty: 3111.304932
	Iteration 68Q: 3 clusters Score -1620000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1619999.125000 Penalty: 3111.304932
	Iteration 69Q: 3 clusters Score -1619999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1619999.875000 Penalty: 3111.304932
	Iteration 70Q: 3 clusters Score -1620000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1620002.750000 Penalty: 3111.304932
	Iteration 71Q: 3 clusters Score -1620003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1620003.750000 Penalty: 3111.304932
	Iteration 72Q: 3 clusters Score -1620004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1620002.000000 Penalty: 3111.304932
	Iteration 73Q: 3 clusters Score -1620002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1620005.750000 Penalty: 3111.304932
	Iteration 74Q: 3 clusters Score -1620006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1620008.250000 Penalty: 3111.304932
	Iteration 75Q: 3 clusters Score -1620008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1620009.000000 Penalty: 3111.304932
	Iteration 76Q: 3 clusters Score -1620009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1620007.000000 Penalty: 3111.304932
	Iteration 77Q: 3 clusters Score -1620007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1620013.500000 Penalty: 3111.304932
	Iteration 78Q: 3 clusters Score -1620014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1620017.125000 Penalty: 3111.304932
	Iteration 79Q: 3 clusters Score -1620017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1620023.625000 Penalty: 3111.304932
	Iteration 80F: 3 clusters Score -1620024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1620023.625000 Penalty: 3111.304932
	Iteration 81Q: 3 clusters Score -1620024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1620021.625000 Penalty: 3111.304932
	Iteration 82Q: 3 clusters Score -1620022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1620020.250000 Penalty: 3111.304932
	Iteration 83Q: 3 clusters Score -1620020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1620021.625000 Penalty: 3111.304932
	Iteration 84Q: 3 clusters Score -1620022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1620024.000000 Penalty: 3111.304932
	Iteration 85Q: 3 clusters Score -1620024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1620023.875000 Penalty: 3111.304932
	Iteration 86Q: 3 clusters Score -1620024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1620025.750000 Penalty: 3111.304932
	Iteration 87Q: 3 clusters Score -1620026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1620025.625000 Penalty: 3111.304932
	Iteration 88Q: 3 clusters Score -1620026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1620026.500000 Penalty: 3111.304932
	Iteration 89Q: 3 clusters Score -1620026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1620025.750000 Penalty: 3111.304932
	Iteration 90Q: 3 clusters Score -1620026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1620024.250000 Penalty: 3111.304932
	Iteration 91Q: 3 clusters Score -1620024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1620025.625000 Penalty: 3111.304932
	Iteration 92Q: 3 clusters Score -1620026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1620026.125000 Penalty: 3111.304932
	Iteration 93Q: 3 clusters Score -1620026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1620029.125000 Penalty: 3111.304932
	Iteration 94Q: 3 clusters Score -1620029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1620031.625000 Penalty: 3111.304932
	Iteration 95Q: 3 clusters Score -1620032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1620033.625000 Penalty: 3111.304932
	Iteration 96Q: 3 clusters Score -1620034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1620032.875000 Penalty: 3111.304932
	Iteration 97Q: 3 clusters Score -1620033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1620033.125000 Penalty: 3111.304932
	Iteration 98Q: 3 clusters Score -1620033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1620033.375000 Penalty: 3111.304932
	Iteration 99Q: 3 clusters Score -1620033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1620034.750000 Penalty: 3111.304932
	Iteration 100F: 3 clusters Score -1620035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1620034.250000 Penalty: 3111.304932
	Iteration 101Q: 3 clusters Score -1620034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1620034.250000 Penalty: 3111.304932
	Iteration 102F: 3 clusters Score -1620034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -16312.937500 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -16312.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15717.783203 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -15717.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15846.391602 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -15846.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15936.922852 Penalty: 1687.711060
	Iteration 2Q: 3 clusters Score -15936.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15953.377930 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -15953.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15958.536133 Penalty: 1687.711060
	Iteration 4Q: 3 clusters Score -15958.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15966.425781 Penalty: 1687.711060
	Iteration 5Q: 3 clusters Score -15966.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15972.260742 Penalty: 1687.711060
	Iteration 6Q: 3 clusters Score -15972.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15978.100586 Penalty: 1687.711060
	Iteration 7Q: 3 clusters Score -15978.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15984.439453 Penalty: 1687.711060
	Iteration 8Q: 3 clusters Score -15984.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15999.388672 Penalty: 1687.711060
	Iteration 9Q: 3 clusters Score -15999.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16011.082031 Penalty: 1687.711060
	Iteration 10Q: 3 clusters Score -16011.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16013.503906 Penalty: 1687.711060
	Iteration 11Q: 3 clusters Score -16013.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16015.460938 Penalty: 1687.711060
	Iteration 12Q: 3 clusters Score -16015.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16015.460938 Penalty: 1687.711060
	Iteration 13F: 3 clusters Score -16015.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Entering Unmasked Estep 
Score: -1552418.000000 Penalty: 1503.381470
	Iteration 0F: 2 clusters Score -1552418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1545065.000000 Penalty: 3006.762939
	Iteration 0F: 3 clusters Score -1545065 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1547542.625000 Penalty: 3006.762939
	Iteration 1F: 3 clusters Score -1547543 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1547790.500000 Penalty: 3006.762939
	Iteration 2F: 3 clusters Score -1547790 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1548025.625000 Penalty: 3006.762939
	Iteration 3Q: 3 clusters Score -1548026 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1548276.375000 Penalty: 3006.762939
	Iteration 4Q: 3 clusters Score -1548276 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1548525.125000 Penalty: 3006.762939
	Iteration 5Q: 3 clusters Score -1548525 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1548810.375000 Penalty: 3006.762939
	Iteration 6Q: 3 clusters Score -1548810 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1549121.500000 Penalty: 3006.762939
	Iteration 7Q: 3 clusters Score -1549122 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1549443.500000 Penalty: 3006.762939
	Iteration 8Q: 3 clusters Score -1549444 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1549770.375000 Penalty: 3006.762939
	Iteration 9Q: 3 clusters Score -1549770 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1550089.125000 Penalty: 3006.762939
	Iteration 10Q: 3 clusters Score -1550089 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1550338.125000 Penalty: 3006.762939
	Iteration 11Q: 3 clusters Score -1550338 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1550529.125000 Penalty: 3006.762939
	Iteration 12Q: 3 clusters Score -1550529 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1550665.875000 Penalty: 3006.762939
	Iteration 13Q: 3 clusters Score -1550666 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1550793.000000 Penalty: 3006.762939
	Iteration 14Q: 3 clusters Score -1550793 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1550887.750000 Penalty: 3006.762939
	Iteration 15Q: 3 clusters Score -1550888 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1550959.500000 Penalty: 3006.762939
	Iteration 16Q: 3 clusters Score -1550960 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1551037.250000 Penalty: 3006.762939
	Iteration 17Q: 3 clusters Score -1551037 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1551126.500000 Penalty: 3006.762939
	Iteration 18Q: 3 clusters Score -1551126 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1551217.625000 Penalty: 3006.762939
	Iteration 19Q: 3 clusters Score -1551218 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1551293.500000 Penalty: 3006.762939
	Iteration 20F: 3 clusters Score -1551294 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1551343.875000 Penalty: 3006.762939
	Iteration 21Q: 3 clusters Score -1551344 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1551383.625000 Penalty: 3006.762939
	Iteration 22Q: 3 clusters Score -1551384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1551423.250000 Penalty: 3006.762939
	Iteration 23Q: 3 clusters Score -1551423 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1551463.625000 Penalty: 3006.762939
	Iteration 24Q: 3 clusters Score -1551464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1551504.625000 Penalty: 3006.762939
	Iteration 25Q: 3 clusters Score -1551505 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1551535.500000 Penalty: 3006.762939
	Iteration 26Q: 3 clusters Score -1551536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1551564.125000 Penalty: 3006.762939
	Iteration 27Q: 3 clusters Score -1551564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1551591.250000 Penalty: 3006.762939
	Iteration 28Q: 3 clusters Score -1551591 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1551609.250000 Penalty: 3006.762939
	Iteration 29Q: 3 clusters Score -1551609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1551626.750000 Penalty: 3006.762939
	Iteration 30Q: 3 clusters Score -1551627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1551640.125000 Penalty: 3006.762939
	Iteration 31Q: 3 clusters Score -1551640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1551640.500000 Penalty: 3006.762939
	Iteration 32Q: 3 clusters Score -1551640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1551646.500000 Penalty: 3006.762939
	Iteration 33Q: 3 clusters Score -1551646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1551652.875000 Penalty: 3006.762939
	Iteration 34Q: 3 clusters Score -1551653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1551653.625000 Penalty: 3006.762939
	Iteration 35Q: 3 clusters Score -1551654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1551653.625000 Penalty: 3006.762939
	Iteration 36Q: 3 clusters Score -1551654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1551656.250000 Penalty: 3006.762939
	Iteration 37Q: 3 clusters Score -1551656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1551655.375000 Penalty: 3006.762939
	Iteration 38Q: 3 clusters Score -1551655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1551658.375000 Penalty: 3006.762939
	Iteration 39Q: 3 clusters Score -1551658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1551661.375000 Penalty: 3006.762939
	Iteration 40F: 3 clusters Score -1551661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1551659.500000 Penalty: 3006.762939
	Iteration 41Q: 3 clusters Score -1551660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1551659.625000 Penalty: 3006.762939
	Iteration 42Q: 3 clusters Score -1551660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1551662.875000 Penalty: 3006.762939
	Iteration 43Q: 3 clusters Score -1551663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1551662.000000 Penalty: 3006.762939
	Iteration 44Q: 3 clusters Score -1551662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1551661.250000 Penalty: 3006.762939
	Iteration 45Q: 3 clusters Score -1551661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1551661.250000 Penalty: 3006.762939
	Iteration 46F: 3 clusters Score -1551661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Entering Unmasked Estep 
Score: -2218111.000000 Penalty: 1558.053711
	Iteration 0F: 2 clusters Score -2218111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2208269.750000 Penalty: 3116.107422
	Iteration 0F: 3 clusters Score -2208270 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2211734.250000 Penalty: 3116.107422
	Iteration 1F: 3 clusters Score -2211734 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2212105.750000 Penalty: 3116.107422
	Iteration 2F: 3 clusters Score -2212106 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2212449.250000 Penalty: 3116.107422
	Iteration 3F: 3 clusters Score -2212449 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2212859.500000 Penalty: 3116.107422
	Iteration 4F: 3 clusters Score -2212860 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2213354.500000 Penalty: 3116.107422
	Iteration 5F: 3 clusters Score -2213354 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2213944.750000 Penalty: 3116.107422
	Iteration 6F: 3 clusters Score -2213945 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2214644.000000 Penalty: 3116.107422
	Iteration 7F: 3 clusters Score -2214644 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2215288.500000 Penalty: 3116.107422
	Iteration 8F: 3 clusters Score -2215288 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2215862.500000 Penalty: 3116.107422
	Iteration 9Q: 3 clusters Score -2215862 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2216216.250000 Penalty: 3116.107422
	Iteration 10Q: 3 clusters Score -2216216 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2216422.000000 Penalty: 3116.107422
	Iteration 11Q: 3 clusters Score -2216422 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2216552.000000 Penalty: 3116.107422
	Iteration 12Q: 3 clusters Score -2216552 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2216643.750000 Penalty: 3116.107422
	Iteration 13Q: 3 clusters Score -2216644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2216687.500000 Penalty: 3116.107422
	Iteration 14Q: 3 clusters Score -2216688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2216723.000000 Penalty: 3116.107422
	Iteration 15Q: 3 clusters Score -2216723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2216734.250000 Penalty: 3116.107422
	Iteration 16Q: 3 clusters Score -2216734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2216741.500000 Penalty: 3116.107422
	Iteration 17Q: 3 clusters Score -2216742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2216749.000000 Penalty: 3116.107422
	Iteration 18Q: 3 clusters Score -2216749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2216752.500000 Penalty: 3116.107422
	Iteration 19Q: 3 clusters Score -2216752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2216756.500000 Penalty: 3116.107422
	Iteration 20F: 3 clusters Score -2216756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2216765.250000 Penalty: 3116.107422
	Iteration 21Q: 3 clusters Score -2216765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2216774.000000 Penalty: 3116.107422
	Iteration 22Q: 3 clusters Score -2216774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2216784.000000 Penalty: 3116.107422
	Iteration 23Q: 3 clusters Score -2216784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2216788.500000 Penalty: 3116.107422
	Iteration 24Q: 3 clusters Score -2216788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2216797.000000 Penalty: 3116.107422
	Iteration 25Q: 3 clusters Score -2216797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2216798.750000 Penalty: 3116.107422
	Iteration 26Q: 3 clusters Score -2216799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2216800.250000 Penalty: 3116.107422
	Iteration 27Q: 3 clusters Score -2216800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2216800.250000 Penalty: 3116.107422
	Iteration 28F: 3 clusters Score -2216800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Entering Unmasked Estep 
Score: -938491.000000 Penalty: 1431.335693
	Iteration 0F: 2 clusters Score -938491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -933532.375000 Penalty: 2862.671387
	Iteration 0F: 3 clusters Score -933532.4 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -935053.000000 Penalty: 2862.671387
	Iteration 1F: 3 clusters Score -935053 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -935404.750000 Penalty: 2862.671387
	Iteration 2F: 3 clusters Score -935404.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -935774.187500 Penalty: 2862.671387
	Iteration 3F: 3 clusters Score -935774.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -936177.187500 Penalty: 2862.671387
	Iteration 4F: 3 clusters Score -936177.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -936498.750000 Penalty: 2862.671387
	Iteration 5F: 3 clusters Score -936498.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -936753.000000 Penalty: 2862.671387
	Iteration 6F: 3 clusters Score -936753 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -936976.937500 Penalty: 2862.671387
	Iteration 7Q: 3 clusters Score -936976.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -937197.312500 Penalty: 2862.671387
	Iteration 8Q: 3 clusters Score -937197.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -937410.625000 Penalty: 2862.671387
	Iteration 9Q: 3 clusters Score -937410.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -937603.187500 Penalty: 2862.671387
	Iteration 10Q: 3 clusters Score -937603.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -937767.312500 Penalty: 2862.671387
	Iteration 11Q: 3 clusters Score -937767.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -937896.312500 Penalty: 2862.671387
	Iteration 12Q: 3 clusters Score -937896.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -937975.562500 Penalty: 2862.671387
	Iteration 13Q: 3 clusters Score -937975.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -938023.312500 Penalty: 2862.671387
	Iteration 14Q: 3 clusters Score -938023.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -938042.000000 Penalty: 2862.671387
	Iteration 15Q: 3 clusters Score -938042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -938056.562500 Penalty: 2862.671387
	Iteration 16Q: 3 clusters Score -938056.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -938064.500000 Penalty: 2862.671387
	Iteration 17Q: 3 clusters Score -938064.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -938066.562500 Penalty: 2862.671387
	Iteration 18Q: 3 clusters Score -938066.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -938067.562500 Penalty: 2862.671387
	Iteration 19Q: 3 clusters Score -938067.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -938072.250000 Penalty: 2862.671387
	Iteration 20F: 3 clusters Score -938072.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -938072.187500 Penalty: 2862.671387
	Iteration 21Q: 3 clusters Score -938072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -938072.187500 Penalty: 2862.671387
	Iteration 22F: 3 clusters Score -938072.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -108245.664062 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -108245.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -107013.726562 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -107013.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -107309.218750 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -107309.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -107452.156250 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -107452.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -107583.109375 Penalty: 2167.174072
	Iteration 3F: 3 clusters Score -107583.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -107710.546875 Penalty: 2167.174072
	Iteration 4F: 3 clusters Score -107710.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -107961.671875 Penalty: 2167.174072
	Iteration 5F: 3 clusters Score -107961.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -108301.179688 Penalty: 2167.174072
	Iteration 6F: 3 clusters Score -108301.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -108435.289062 Penalty: 2167.174072
	Iteration 7F: 3 clusters Score -108435.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -108476.515625 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -108476.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -108487.851562 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -108487.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -108490.140625 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -108490.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -108490.140625 Penalty: 2167.174072
	Iteration 11F: 3 clusters Score -108490.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10421 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 510 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24593 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12853 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6530 members 
Mstep: Class 37 contains 9511 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14935 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20683 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14077 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14469 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22942 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Mstep: Class 86 contains 277 members 
Entering Unmasked Estep 
Score: -85934728.000000 Penalty: 185964.312500
Splitting cluster 7 changes total score from -85935520.000000 to -85934728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (31435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Entering Unmasked Estep 
Score: -4776540.000000 Penalty: 1682.797607
	Iteration 0F: 2 clusters Score -4776540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -4757791.000000 Penalty: 3365.595215
	Iteration 0F: 3 clusters Score -4757791 nChanged 14669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -4765960.500000 Penalty: 3365.595215
	Iteration 1F: 3 clusters Score -4765960 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -4766391.500000 Penalty: 3365.595215
	Iteration 2Q: 3 clusters Score -4766392 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -4766731.500000 Penalty: 3365.595215
	Iteration 3Q: 3 clusters Score -4766732 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -4767185.000000 Penalty: 3365.595215
	Iteration 4Q: 3 clusters Score -4767185 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -4767764.000000 Penalty: 3365.595215
	Iteration 5Q: 3 clusters Score -4767764 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -4768597.000000 Penalty: 3365.595215
	Iteration 6F: 3 clusters Score -4768597 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -4769792.500000 Penalty: 3365.595215
	Iteration 7F: 3 clusters Score -4769792 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -4770886.000000 Penalty: 3365.595215
	Iteration 8F: 3 clusters Score -4770886 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -4771784.500000 Penalty: 3365.595215
	Iteration 9F: 3 clusters Score -4771784 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -4772345.000000 Penalty: 3365.595215
	Iteration 10Q: 3 clusters Score -4772345 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -4772576.500000 Penalty: 3365.595215
	Iteration 11Q: 3 clusters Score -4772576 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -4772671.500000 Penalty: 3365.595215
	Iteration 12Q: 3 clusters Score -4772672 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -4772716.500000 Penalty: 3365.595215
	Iteration 13Q: 3 clusters Score -4772716 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -4772769.500000 Penalty: 3365.595215
	Iteration 14Q: 3 clusters Score -4772770 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -4772831.500000 Penalty: 3365.595215
	Iteration 15Q: 3 clusters Score -4772832 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -4772873.000000 Penalty: 3365.595215
	Iteration 16Q: 3 clusters Score -4772873 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -4772937.000000 Penalty: 3365.595215
	Iteration 17Q: 3 clusters Score -4772937 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -4773037.500000 Penalty: 3365.595215
	Iteration 18Q: 3 clusters Score -4773038 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -4773120.500000 Penalty: 3365.595215
	Iteration 19Q: 3 clusters Score -4773120 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -4773218.000000 Penalty: 3365.595215
	Iteration 20F: 3 clusters Score -4773218 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -4773314.000000 Penalty: 3365.595215
	Iteration 21Q: 3 clusters Score -4773314 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -4773395.000000 Penalty: 3365.595215
	Iteration 22Q: 3 clusters Score -4773395 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -4773494.500000 Penalty: 3365.595215
	Iteration 23Q: 3 clusters Score -4773494 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -4773565.500000 Penalty: 3365.595215
	Iteration 24Q: 3 clusters Score -4773566 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -4773625.500000 Penalty: 3365.595215
	Iteration 25Q: 3 clusters Score -4773626 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -4773686.500000 Penalty: 3365.595215
	Iteration 26Q: 3 clusters Score -4773686 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -4773780.500000 Penalty: 3365.595215
	Iteration 27Q: 3 clusters Score -4773780 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -4773855.500000 Penalty: 3365.595215
	Iteration 28Q: 3 clusters Score -4773856 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -4773929.500000 Penalty: 3365.595215
	Iteration 29Q: 3 clusters Score -4773930 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -4773990.000000 Penalty: 3365.595215
	Iteration 30Q: 3 clusters Score -4773990 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -4774017.500000 Penalty: 3365.595215
	Iteration 31Q: 3 clusters Score -4774018 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -4774064.000000 Penalty: 3365.595215
	Iteration 32Q: 3 clusters Score -4774064 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -4774080.000000 Penalty: 3365.595215
	Iteration 33Q: 3 clusters Score -4774080 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -4774129.500000 Penalty: 3365.595215
	Iteration 34Q: 3 clusters Score -4774130 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -4774175.500000 Penalty: 3365.595215
	Iteration 35Q: 3 clusters Score -4774176 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -4774227.500000 Penalty: 3365.595215
	Iteration 36Q: 3 clusters Score -4774228 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -4774282.000000 Penalty: 3365.595215
	Iteration 37Q: 3 clusters Score -4774282 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -4774356.500000 Penalty: 3365.595215
	Iteration 38Q: 3 clusters Score -4774356 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -4774408.000000 Penalty: 3365.595215
	Iteration 39Q: 3 clusters Score -4774408 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -4774455.000000 Penalty: 3365.595215
	Iteration 40F: 3 clusters Score -4774455 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -4774511.500000 Penalty: 3365.595215
	Iteration 41Q: 3 clusters Score -4774512 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -4774563.500000 Penalty: 3365.595215
	Iteration 42Q: 3 clusters Score -4774564 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -4774606.000000 Penalty: 3365.595215
	Iteration 43Q: 3 clusters Score -4774606 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -4774628.500000 Penalty: 3365.595215
	Iteration 44Q: 3 clusters Score -4774628 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -4774677.000000 Penalty: 3365.595215
	Iteration 45Q: 3 clusters Score -4774677 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -4774725.000000 Penalty: 3365.595215
	Iteration 46Q: 3 clusters Score -4774725 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -4774736.000000 Penalty: 3365.595215
	Iteration 47Q: 3 clusters Score -4774736 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -4774777.500000 Penalty: 3365.595215
	Iteration 48Q: 3 clusters Score -4774778 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -4774825.000000 Penalty: 3365.595215
	Iteration 49Q: 3 clusters Score -4774825 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -4774876.000000 Penalty: 3365.595215
	Iteration 50Q: 3 clusters Score -4774876 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -4774937.500000 Penalty: 3365.595215
	Iteration 51Q: 3 clusters Score -4774938 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -4774960.500000 Penalty: 3365.595215
	Iteration 52Q: 3 clusters Score -4774960 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -4774998.000000 Penalty: 3365.595215
	Iteration 53Q: 3 clusters Score -4774998 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -4775015.000000 Penalty: 3365.595215
	Iteration 54Q: 3 clusters Score -4775015 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -4775024.500000 Penalty: 3365.595215
	Iteration 55Q: 3 clusters Score -4775024 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -4775050.500000 Penalty: 3365.595215
	Iteration 56Q: 3 clusters Score -4775050 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -4775082.000000 Penalty: 3365.595215
	Iteration 57Q: 3 clusters Score -4775082 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -4775091.000000 Penalty: 3365.595215
	Iteration 58Q: 3 clusters Score -4775091 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -4775109.000000 Penalty: 3365.595215
	Iteration 59Q: 3 clusters Score -4775109 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -4775119.000000 Penalty: 3365.595215
	Iteration 60F: 3 clusters Score -4775119 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -4775130.500000 Penalty: 3365.595215
	Iteration 61Q: 3 clusters Score -4775130 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -4775130.500000 Penalty: 3365.595215
	Iteration 62Q: 3 clusters Score -4775130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -4775146.000000 Penalty: 3365.595215
	Iteration 63Q: 3 clusters Score -4775146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -4775149.000000 Penalty: 3365.595215
	Iteration 64Q: 3 clusters Score -4775149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -4775156.000000 Penalty: 3365.595215
	Iteration 65Q: 3 clusters Score -4775156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -4775152.000000 Penalty: 3365.595215
	Iteration 66Q: 3 clusters Score -4775152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -4775160.000000 Penalty: 3365.595215
	Iteration 67Q: 3 clusters Score -4775160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -4775161.000000 Penalty: 3365.595215
	Iteration 68Q: 3 clusters Score -4775161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -4775164.000000 Penalty: 3365.595215
	Iteration 69Q: 3 clusters Score -4775164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -4775168.500000 Penalty: 3365.595215
	Iteration 70Q: 3 clusters Score -4775168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -4775185.000000 Penalty: 3365.595215
	Iteration 71Q: 3 clusters Score -4775185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -4775182.500000 Penalty: 3365.595215
	Iteration 72Q: 3 clusters Score -4775182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -4775190.500000 Penalty: 3365.595215
	Iteration 73Q: 3 clusters Score -4775190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -4775194.500000 Penalty: 3365.595215
	Iteration 74Q: 3 clusters Score -4775194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -4775195.000000 Penalty: 3365.595215
	Iteration 75Q: 3 clusters Score -4775195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -4775194.500000 Penalty: 3365.595215
	Iteration 76Q: 3 clusters Score -4775194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -4775189.500000 Penalty: 3365.595215
	Iteration 77Q: 3 clusters Score -4775190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -4775201.500000 Penalty: 3365.595215
	Iteration 78Q: 3 clusters Score -4775202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -4775199.000000 Penalty: 3365.595215
	Iteration 79Q: 3 clusters Score -4775199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -4775200.000000 Penalty: 3365.595215
	Iteration 80F: 3 clusters Score -4775200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -4775204.500000 Penalty: 3365.595215
	Iteration 81Q: 3 clusters Score -4775204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -4775204.500000 Penalty: 3365.595215
	Iteration 82Q: 3 clusters Score -4775204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -4775204.000000 Penalty: 3365.595215
	Iteration 83Q: 3 clusters Score -4775204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -4775203.500000 Penalty: 3365.595215
	Iteration 84Q: 3 clusters Score -4775204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -4775212.500000 Penalty: 3365.595215
	Iteration 85Q: 3 clusters Score -4775212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -4775209.500000 Penalty: 3365.595215
	Iteration 86Q: 3 clusters Score -4775210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -4775218.000000 Penalty: 3365.595215
	Iteration 87Q: 3 clusters Score -4775218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -4775212.000000 Penalty: 3365.595215
	Iteration 88Q: 3 clusters Score -4775212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -4775211.500000 Penalty: 3365.595215
	Iteration 89Q: 3 clusters Score -4775212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -4775210.000000 Penalty: 3365.595215
	Iteration 90Q: 3 clusters Score -4775210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -4775211.000000 Penalty: 3365.595215
	Iteration 91Q: 3 clusters Score -4775211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -4775209.000000 Penalty: 3365.595215
	Iteration 92Q: 3 clusters Score -4775209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -4775219.500000 Penalty: 3365.595215
	Iteration 93Q: 3 clusters Score -4775220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -4775218.000000 Penalty: 3365.595215
	Iteration 94Q: 3 clusters Score -4775218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -4775215.500000 Penalty: 3365.595215
	Iteration 95Q: 3 clusters Score -4775216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -4775210.500000 Penalty: 3365.595215
	Iteration 96Q: 3 clusters Score -4775210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -4775203.000000 Penalty: 3365.595215
	Iteration 97Q: 3 clusters Score -4775203 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -4775209.000000 Penalty: 3365.595215
	Iteration 98Q: 3 clusters Score -4775209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -4775204.000000 Penalty: 3365.595215
	Iteration 99Q: 3 clusters Score -4775204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -4775203.500000 Penalty: 3365.595215
	Iteration 100F: 3 clusters Score -4775204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -4775205.500000 Penalty: 3365.595215
	Iteration 101Q: 3 clusters Score -4775206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -4775216.500000 Penalty: 3365.595215
	Iteration 102Q: 3 clusters Score -4775216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -4775216.500000 Penalty: 3365.595215
	Iteration 103Q: 3 clusters Score -4775216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -4775209.000000 Penalty: 3365.595215
	Iteration 104Q: 3 clusters Score -4775209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -4775208.500000 Penalty: 3365.595215
	Iteration 105Q: 3 clusters Score -4775208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -4775210.500000 Penalty: 3365.595215
	Iteration 106Q: 3 clusters Score -4775210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -4775210.500000 Penalty: 3365.595215
	Iteration 107Q: 3 clusters Score -4775210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -4775213.000000 Penalty: 3365.595215
	Iteration 108Q: 3 clusters Score -4775213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -4775209.500000 Penalty: 3365.595215
	Iteration 109Q: 3 clusters Score -4775210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -4775207.000000 Penalty: 3365.595215
	Iteration 110Q: 3 clusters Score -4775207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -4775205.000000 Penalty: 3365.595215
	Iteration 111Q: 3 clusters Score -4775205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -4775205.500000 Penalty: 3365.595215
	Iteration 112Q: 3 clusters Score -4775206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -4775208.500000 Penalty: 3365.595215
	Iteration 113Q: 3 clusters Score -4775208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -4775203.500000 Penalty: 3365.595215
	Iteration 114Q: 3 clusters Score -4775204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -4775202.000000 Penalty: 3365.595215
	Iteration 115Q: 3 clusters Score -4775202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -4775206.000000 Penalty: 3365.595215
	Iteration 116Q: 3 clusters Score -4775206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -4775205.000000 Penalty: 3365.595215
	Iteration 117Q: 3 clusters Score -4775205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -4775204.500000 Penalty: 3365.595215
	Iteration 118Q: 3 clusters Score -4775204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -4775204.500000 Penalty: 3365.595215
	Iteration 119F: 3 clusters Score -4775204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -133104.421875 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -133104.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -131611.921875 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -131611.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -131954.375000 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -131954.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -132077.281250 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -132077.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -132190.343750 Penalty: 2276.586670
	Iteration 3F: 3 clusters Score -132190.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -132280.296875 Penalty: 2276.586670
	Iteration 4F: 3 clusters Score -132280.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -132430.203125 Penalty: 2276.586670
	Iteration 5F: 3 clusters Score -132430.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -132531.937500 Penalty: 2276.586670
	Iteration 6Q: 3 clusters Score -132531.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -132606.656250 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -132606.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -132648.734375 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -132648.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -132693.578125 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -132693.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -132719.062500 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -132719.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -132731.859375 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -132731.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -132737.515625 Penalty: 2276.586670
	Iteration 12Q: 3 clusters Score -132737.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -132741.218750 Penalty: 2276.586670
	Iteration 13Q: 3 clusters Score -132741.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -132742.406250 Penalty: 2276.586670
	Iteration 14Q: 3 clusters Score -132742.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -132743.156250 Penalty: 2276.586670
	Iteration 15Q: 3 clusters Score -132743.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -132745.156250 Penalty: 2276.586670
	Iteration 16Q: 3 clusters Score -132745.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -132745.156250 Penalty: 2276.586670
	Iteration 17F: 3 clusters Score -132745.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -221198.218750 Penalty: 1211.109619
	Iteration 0F: 2 clusters Score -221198.2 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 855 members 
Entering Unmasked Estep 
Score: -219260.859375 Penalty: 2422.219238
	Iteration 0F: 3 clusters Score -219260.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -219669.875000 Penalty: 2422.219238
	Iteration 1F: 3 clusters Score -219669.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -219804.546875 Penalty: 2422.219238
	Iteration 2F: 3 clusters Score -219804.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -219889.765625 Penalty: 2422.219238
	Iteration 3F: 3 clusters Score -219889.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -219947.250000 Penalty: 2422.219238
	Iteration 4Q: 3 clusters Score -219947.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -219989.078125 Penalty: 2422.219238
	Iteration 5Q: 3 clusters Score -219989.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -220017.875000 Penalty: 2422.219238
	Iteration 6Q: 3 clusters Score -220017.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -220039.468750 Penalty: 2422.219238
	Iteration 7Q: 3 clusters Score -220039.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -220058.437500 Penalty: 2422.219238
	Iteration 8Q: 3 clusters Score -220058.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -220076.390625 Penalty: 2422.219238
	Iteration 9Q: 3 clusters Score -220076.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -220093.671875 Penalty: 2422.219238
	Iteration 10Q: 3 clusters Score -220093.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -220105.437500 Penalty: 2422.219238
	Iteration 11Q: 3 clusters Score -220105.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -220117.093750 Penalty: 2422.219238
	Iteration 12Q: 3 clusters Score -220117.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -220122.937500 Penalty: 2422.219238
	Iteration 13Q: 3 clusters Score -220122.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -220129.078125 Penalty: 2422.219238
	Iteration 14Q: 3 clusters Score -220129.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -220133.265625 Penalty: 2422.219238
	Iteration 15Q: 3 clusters Score -220133.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -220135.312500 Penalty: 2422.219238
	Iteration 16Q: 3 clusters Score -220135.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -220136.625000 Penalty: 2422.219238
	Iteration 17Q: 3 clusters Score -220136.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -220142.156250 Penalty: 2422.219238
	Iteration 18Q: 3 clusters Score -220142.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -220147.578125 Penalty: 2422.219238
	Iteration 19Q: 3 clusters Score -220147.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -220153.203125 Penalty: 2422.219238
	Iteration 20F: 3 clusters Score -220153.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -220159.078125 Penalty: 2422.219238
	Iteration 21Q: 3 clusters Score -220159.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -220162.234375 Penalty: 2422.219238
	Iteration 22Q: 3 clusters Score -220162.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -220164.125000 Penalty: 2422.219238
	Iteration 23Q: 3 clusters Score -220164.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -220167.750000 Penalty: 2422.219238
	Iteration 24Q: 3 clusters Score -220167.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -220169.234375 Penalty: 2422.219238
	Iteration 25Q: 3 clusters Score -220169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -220169.718750 Penalty: 2422.219238
	Iteration 26Q: 3 clusters Score -220169.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -220169.718750 Penalty: 2422.219238
	Iteration 27F: 3 clusters Score -220169.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Entering Unmasked Estep 
Score: -838245.687500 Penalty: 1415.395264
	Iteration 0F: 2 clusters Score -838245.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -833681.062500 Penalty: 2830.790527
	Iteration 0F: 3 clusters Score -833681.1 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -835038.937500 Penalty: 2830.790527
	Iteration 1F: 3 clusters Score -835038.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -835179.875000 Penalty: 2830.790527
	Iteration 2F: 3 clusters Score -835179.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -835276.312500 Penalty: 2830.790527
	Iteration 3Q: 3 clusters Score -835276.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -835348.937500 Penalty: 2830.790527
	Iteration 4Q: 3 clusters Score -835348.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -835399.125000 Penalty: 2830.790527
	Iteration 5Q: 3 clusters Score -835399.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -835434.000000 Penalty: 2830.790527
	Iteration 6Q: 3 clusters Score -835434 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -835461.187500 Penalty: 2830.790527
	Iteration 7Q: 3 clusters Score -835461.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -835493.062500 Penalty: 2830.790527
	Iteration 8Q: 3 clusters Score -835493.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -835520.125000 Penalty: 2830.790527
	Iteration 9Q: 3 clusters Score -835520.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -835548.875000 Penalty: 2830.790527
	Iteration 10Q: 3 clusters Score -835548.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -835571.437500 Penalty: 2830.790527
	Iteration 11Q: 3 clusters Score -835571.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -835598.687500 Penalty: 2830.790527
	Iteration 12Q: 3 clusters Score -835598.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -835618.500000 Penalty: 2830.790527
	Iteration 13Q: 3 clusters Score -835618.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -835639.687500 Penalty: 2830.790527
	Iteration 14Q: 3 clusters Score -835639.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -835663.000000 Penalty: 2830.790527
	Iteration 15Q: 3 clusters Score -835663 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -835682.562500 Penalty: 2830.790527
	Iteration 16Q: 3 clusters Score -835682.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -835698.500000 Penalty: 2830.790527
	Iteration 17Q: 3 clusters Score -835698.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -835716.875000 Penalty: 2830.790527
	Iteration 18Q: 3 clusters Score -835716.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -835743.687500 Penalty: 2830.790527
	Iteration 19Q: 3 clusters Score -835743.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -835767.062500 Penalty: 2830.790527
	Iteration 20F: 3 clusters Score -835767.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -835793.625000 Penalty: 2830.790527
	Iteration 21Q: 3 clusters Score -835793.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -835818.500000 Penalty: 2830.790527
	Iteration 22Q: 3 clusters Score -835818.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -835836.437500 Penalty: 2830.790527
	Iteration 23Q: 3 clusters Score -835836.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -835854.187500 Penalty: 2830.790527
	Iteration 24Q: 3 clusters Score -835854.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -835882.812500 Penalty: 2830.790527
	Iteration 25Q: 3 clusters Score -835882.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -835918.875000 Penalty: 2830.790527
	Iteration 26Q: 3 clusters Score -835918.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -835961.375000 Penalty: 2830.790527
	Iteration 27Q: 3 clusters Score -835961.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -836002.000000 Penalty: 2830.790527
	Iteration 28Q: 3 clusters Score -836002 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -836048.250000 Penalty: 2830.790527
	Iteration 29Q: 3 clusters Score -836048.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -836101.187500 Penalty: 2830.790527
	Iteration 30Q: 3 clusters Score -836101.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -836159.375000 Penalty: 2830.790527
	Iteration 31Q: 3 clusters Score -836159.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -836211.625000 Penalty: 2830.790527
	Iteration 32Q: 3 clusters Score -836211.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -836277.062500 Penalty: 2830.790527
	Iteration 33Q: 3 clusters Score -836277.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -836358.125000 Penalty: 2830.790527
	Iteration 34Q: 3 clusters Score -836358.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -836453.000000 Penalty: 2830.790527
	Iteration 35Q: 3 clusters Score -836453 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -836572.125000 Penalty: 2830.790527
	Iteration 36Q: 3 clusters Score -836572.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -836674.000000 Penalty: 2830.790527
	Iteration 37Q: 3 clusters Score -836674 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -836774.250000 Penalty: 2830.790527
	Iteration 38Q: 3 clusters Score -836774.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -836859.000000 Penalty: 2830.790527
	Iteration 39Q: 3 clusters Score -836859 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -836913.187500 Penalty: 2830.790527
	Iteration 40F: 3 clusters Score -836913.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -836956.500000 Penalty: 2830.790527
	Iteration 41Q: 3 clusters Score -836956.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -836989.125000 Penalty: 2830.790527
	Iteration 42Q: 3 clusters Score -836989.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -837009.812500 Penalty: 2830.790527
	Iteration 43Q: 3 clusters Score -837009.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -837028.875000 Penalty: 2830.790527
	Iteration 44Q: 3 clusters Score -837028.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -837042.187500 Penalty: 2830.790527
	Iteration 45Q: 3 clusters Score -837042.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -837055.812500 Penalty: 2830.790527
	Iteration 46Q: 3 clusters Score -837055.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -837067.750000 Penalty: 2830.790527
	Iteration 47Q: 3 clusters Score -837067.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -837082.250000 Penalty: 2830.790527
	Iteration 48Q: 3 clusters Score -837082.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -837094.187500 Penalty: 2830.790527
	Iteration 49Q: 3 clusters Score -837094.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -837107.875000 Penalty: 2830.790527
	Iteration 50Q: 3 clusters Score -837107.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -837130.312500 Penalty: 2830.790527
	Iteration 51Q: 3 clusters Score -837130.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -837143.625000 Penalty: 2830.790527
	Iteration 52Q: 3 clusters Score -837143.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -837152.812500 Penalty: 2830.790527
	Iteration 53Q: 3 clusters Score -837152.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -837163.812500 Penalty: 2830.790527
	Iteration 54Q: 3 clusters Score -837163.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -837174.812500 Penalty: 2830.790527
	Iteration 55Q: 3 clusters Score -837174.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -837187.125000 Penalty: 2830.790527
	Iteration 56Q: 3 clusters Score -837187.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -837195.000000 Penalty: 2830.790527
	Iteration 57Q: 3 clusters Score -837195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -837197.687500 Penalty: 2830.790527
	Iteration 58Q: 3 clusters Score -837197.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -837203.937500 Penalty: 2830.790527
	Iteration 59Q: 3 clusters Score -837203.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -837209.625000 Penalty: 2830.790527
	Iteration 60F: 3 clusters Score -837209.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -837217.125000 Penalty: 2830.790527
	Iteration 61Q: 3 clusters Score -837217.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -837224.625000 Penalty: 2830.790527
	Iteration 62Q: 3 clusters Score -837224.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -837231.250000 Penalty: 2830.790527
	Iteration 63Q: 3 clusters Score -837231.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -837238.937500 Penalty: 2830.790527
	Iteration 64Q: 3 clusters Score -837238.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -837244.312500 Penalty: 2830.790527
	Iteration 65Q: 3 clusters Score -837244.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -837254.312500 Penalty: 2830.790527
	Iteration 66Q: 3 clusters Score -837254.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -837263.875000 Penalty: 2830.790527
	Iteration 67Q: 3 clusters Score -837263.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -837270.750000 Penalty: 2830.790527
	Iteration 68Q: 3 clusters Score -837270.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -837277.250000 Penalty: 2830.790527
	Iteration 69Q: 3 clusters Score -837277.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -837287.375000 Penalty: 2830.790527
	Iteration 70Q: 3 clusters Score -837287.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -837299.125000 Penalty: 2830.790527
	Iteration 71Q: 3 clusters Score -837299.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -837310.250000 Penalty: 2830.790527
	Iteration 72Q: 3 clusters Score -837310.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -837318.875000 Penalty: 2830.790527
	Iteration 73Q: 3 clusters Score -837318.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -837326.562500 Penalty: 2830.790527
	Iteration 74Q: 3 clusters Score -837326.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -837333.937500 Penalty: 2830.790527
	Iteration 75Q: 3 clusters Score -837333.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -837337.937500 Penalty: 2830.790527
	Iteration 76Q: 3 clusters Score -837337.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -837343.500000 Penalty: 2830.790527
	Iteration 77Q: 3 clusters Score -837343.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -837345.812500 Penalty: 2830.790527
	Iteration 78Q: 3 clusters Score -837345.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -837349.687500 Penalty: 2830.790527
	Iteration 79Q: 3 clusters Score -837349.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -837356.062500 Penalty: 2830.790527
	Iteration 80F: 3 clusters Score -837356.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -837358.125000 Penalty: 2830.790527
	Iteration 81Q: 3 clusters Score -837358.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -837360.625000 Penalty: 2830.790527
	Iteration 82Q: 3 clusters Score -837360.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -837362.250000 Penalty: 2830.790527
	Iteration 83Q: 3 clusters Score -837362.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -837366.375000 Penalty: 2830.790527
	Iteration 84Q: 3 clusters Score -837366.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -837366.062500 Penalty: 2830.790527
	Iteration 85Q: 3 clusters Score -837366.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -837368.250000 Penalty: 2830.790527
	Iteration 86Q: 3 clusters Score -837368.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -837368.562500 Penalty: 2830.790527
	Iteration 87Q: 3 clusters Score -837368.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -837370.062500 Penalty: 2830.790527
	Iteration 88Q: 3 clusters Score -837370.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -837369.937500 Penalty: 2830.790527
	Iteration 89Q: 3 clusters Score -837369.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -837371.687500 Penalty: 2830.790527
	Iteration 90Q: 3 clusters Score -837371.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -837372.750000 Penalty: 2830.790527
	Iteration 91Q: 3 clusters Score -837372.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -837373.687500 Penalty: 2830.790527
	Iteration 92Q: 3 clusters Score -837373.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -837373.375000 Penalty: 2830.790527
	Iteration 93Q: 3 clusters Score -837373.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -837373.375000 Penalty: 2830.790527
	Iteration 94F: 3 clusters Score -837373.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Entering Unmasked Estep 
Score: -1158548.625000 Penalty: 1456.596802
	Iteration 0F: 2 clusters Score -1158549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1152730.250000 Penalty: 2913.193604
	Iteration 0F: 3 clusters Score -1152730 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1154450.750000 Penalty: 2913.193604
	Iteration 1F: 3 clusters Score -1154451 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1154690.500000 Penalty: 2913.193604
	Iteration 2F: 3 clusters Score -1154690 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1154877.625000 Penalty: 2913.193604
	Iteration 3F: 3 clusters Score -1154878 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1155018.000000 Penalty: 2913.193604
	Iteration 4Q: 3 clusters Score -1155018 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1155156.250000 Penalty: 2913.193604
	Iteration 5Q: 3 clusters Score -1155156 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1155303.750000 Penalty: 2913.193604
	Iteration 6Q: 3 clusters Score -1155304 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1155433.875000 Penalty: 2913.193604
	Iteration 7Q: 3 clusters Score -1155434 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1155552.000000 Penalty: 2913.193604
	Iteration 8Q: 3 clusters Score -1155552 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1155676.000000 Penalty: 2913.193604
	Iteration 9Q: 3 clusters Score -1155676 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1155824.000000 Penalty: 2913.193604
	Iteration 10Q: 3 clusters Score -1155824 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1156007.625000 Penalty: 2913.193604
	Iteration 11Q: 3 clusters Score -1156008 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1156197.750000 Penalty: 2913.193604
	Iteration 12Q: 3 clusters Score -1156198 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1156398.500000 Penalty: 2913.193604
	Iteration 13Q: 3 clusters Score -1156398 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1156593.375000 Penalty: 2913.193604
	Iteration 14Q: 3 clusters Score -1156593 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1156758.750000 Penalty: 2913.193604
	Iteration 15Q: 3 clusters Score -1156759 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1156898.000000 Penalty: 2913.193604
	Iteration 16Q: 3 clusters Score -1156898 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1157016.500000 Penalty: 2913.193604
	Iteration 17Q: 3 clusters Score -1157016 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1157102.250000 Penalty: 2913.193604
	Iteration 18Q: 3 clusters Score -1157102 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1157157.875000 Penalty: 2913.193604
	Iteration 19Q: 3 clusters Score -1157158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1157186.500000 Penalty: 2913.193604
	Iteration 20F: 3 clusters Score -1157186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1157205.250000 Penalty: 2913.193604
	Iteration 21Q: 3 clusters Score -1157205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1157216.125000 Penalty: 2913.193604
	Iteration 22Q: 3 clusters Score -1157216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1157226.250000 Penalty: 2913.193604
	Iteration 23Q: 3 clusters Score -1157226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1157237.500000 Penalty: 2913.193604
	Iteration 24Q: 3 clusters Score -1157238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1157251.625000 Penalty: 2913.193604
	Iteration 25Q: 3 clusters Score -1157252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1157257.750000 Penalty: 2913.193604
	Iteration 26Q: 3 clusters Score -1157258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1157259.375000 Penalty: 2913.193604
	Iteration 27Q: 3 clusters Score -1157259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1157262.000000 Penalty: 2913.193604
	Iteration 28Q: 3 clusters Score -1157262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1157262.875000 Penalty: 2913.193604
	Iteration 29Q: 3 clusters Score -1157263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1157262.500000 Penalty: 2913.193604
	Iteration 30Q: 3 clusters Score -1157262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1157262.500000 Penalty: 2913.193604
	Iteration 31F: 3 clusters Score -1157262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -626350.812500 Penalty: 1352.389038
	Iteration 0F: 2 clusters Score -626350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -622949.312500 Penalty: 2704.778076
	Iteration 0F: 3 clusters Score -622949.3 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -623856.687500 Penalty: 2704.778076
	Iteration 1F: 3 clusters Score -623856.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -624018.500000 Penalty: 2704.778076
	Iteration 2F: 3 clusters Score -624018.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -624120.437500 Penalty: 2704.778076
	Iteration 3F: 3 clusters Score -624120.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -624198.000000 Penalty: 2704.778076
	Iteration 4Q: 3 clusters Score -624198 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -624264.812500 Penalty: 2704.778076
	Iteration 5Q: 3 clusters Score -624264.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -624324.687500 Penalty: 2704.778076
	Iteration 6Q: 3 clusters Score -624324.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -624375.875000 Penalty: 2704.778076
	Iteration 7Q: 3 clusters Score -624375.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -624428.062500 Penalty: 2704.778076
	Iteration 8Q: 3 clusters Score -624428.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -624476.437500 Penalty: 2704.778076
	Iteration 9Q: 3 clusters Score -624476.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -624520.687500 Penalty: 2704.778076
	Iteration 10Q: 3 clusters Score -624520.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -624572.000000 Penalty: 2704.778076
	Iteration 11Q: 3 clusters Score -624572 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -624638.687500 Penalty: 2704.778076
	Iteration 12Q: 3 clusters Score -624638.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -624709.812500 Penalty: 2704.778076
	Iteration 13Q: 3 clusters Score -624709.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -624784.625000 Penalty: 2704.778076
	Iteration 14Q: 3 clusters Score -624784.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -624841.375000 Penalty: 2704.778076
	Iteration 15Q: 3 clusters Score -624841.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -624893.500000 Penalty: 2704.778076
	Iteration 16Q: 3 clusters Score -624893.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -624939.937500 Penalty: 2704.778076
	Iteration 17Q: 3 clusters Score -624939.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -624990.625000 Penalty: 2704.778076
	Iteration 18Q: 3 clusters Score -624990.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -625029.375000 Penalty: 2704.778076
	Iteration 19Q: 3 clusters Score -625029.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -625059.000000 Penalty: 2704.778076
	Iteration 20F: 3 clusters Score -625059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -625081.750000 Penalty: 2704.778076
	Iteration 21Q: 3 clusters Score -625081.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -625109.875000 Penalty: 2704.778076
	Iteration 22Q: 3 clusters Score -625109.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -625130.437500 Penalty: 2704.778076
	Iteration 23Q: 3 clusters Score -625130.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -625144.750000 Penalty: 2704.778076
	Iteration 24Q: 3 clusters Score -625144.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -625153.187500 Penalty: 2704.778076
	Iteration 25Q: 3 clusters Score -625153.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -625160.562500 Penalty: 2704.778076
	Iteration 26Q: 3 clusters Score -625160.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -625163.750000 Penalty: 2704.778076
	Iteration 27Q: 3 clusters Score -625163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -625164.812500 Penalty: 2704.778076
	Iteration 28Q: 3 clusters Score -625164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -625165.750000 Penalty: 2704.778076
	Iteration 29Q: 3 clusters Score -625165.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -625166.812500 Penalty: 2704.778076
	Iteration 30Q: 3 clusters Score -625166.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -625167.250000 Penalty: 2704.778076
	Iteration 31Q: 3 clusters Score -625167.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -625167.250000 Penalty: 2704.778076
	Iteration 32F: 3 clusters Score -625167.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Entering Unmasked Estep 
Score: -141431.921875 Penalty: 1128.883667
	Iteration 0F: 2 clusters Score -141431.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -139960.234375 Penalty: 2257.767334
	Iteration 0F: 3 clusters Score -139960.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -140247.578125 Penalty: 2257.767334
	Iteration 1F: 3 clusters Score -140247.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -140352.375000 Penalty: 2257.767334
	Iteration 2F: 3 clusters Score -140352.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -140412.046875 Penalty: 2257.767334
	Iteration 3Q: 3 clusters Score -140412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -140443.703125 Penalty: 2257.767334
	Iteration 4Q: 3 clusters Score -140443.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -140471.906250 Penalty: 2257.767334
	Iteration 5Q: 3 clusters Score -140471.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -140494.687500 Penalty: 2257.767334
	Iteration 6Q: 3 clusters Score -140494.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -140509.265625 Penalty: 2257.767334
	Iteration 7Q: 3 clusters Score -140509.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -140524.171875 Penalty: 2257.767334
	Iteration 8Q: 3 clusters Score -140524.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -140538.015625 Penalty: 2257.767334
	Iteration 9Q: 3 clusters Score -140538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -140558.000000 Penalty: 2257.767334
	Iteration 10Q: 3 clusters Score -140558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -140572.046875 Penalty: 2257.767334
	Iteration 11Q: 3 clusters Score -140572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -140593.093750 Penalty: 2257.767334
	Iteration 12Q: 3 clusters Score -140593.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -140613.000000 Penalty: 2257.767334
	Iteration 13Q: 3 clusters Score -140613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -140625.515625 Penalty: 2257.767334
	Iteration 14Q: 3 clusters Score -140625.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -140629.062500 Penalty: 2257.767334
	Iteration 15Q: 3 clusters Score -140629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -140629.906250 Penalty: 2257.767334
	Iteration 16Q: 3 clusters Score -140629.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -140630.609375 Penalty: 2257.767334
	Iteration 17Q: 3 clusters Score -140630.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -140633.093750 Penalty: 2257.767334
	Iteration 18Q: 3 clusters Score -140633.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -140635.328125 Penalty: 2257.767334
	Iteration 19Q: 3 clusters Score -140635.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -140636.000000 Penalty: 2257.767334
	Iteration 20F: 3 clusters Score -140636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -140637.250000 Penalty: 2257.767334
	Iteration 21Q: 3 clusters Score -140637.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -140638.140625 Penalty: 2257.767334
	Iteration 22Q: 3 clusters Score -140638.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -140638.093750 Penalty: 2257.767334
	Iteration 23Q: 3 clusters Score -140638.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -140638.093750 Penalty: 2257.767334
	Iteration 24F: 3 clusters Score -140638.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -99592.414062 Penalty: 1094.757202
	Iteration 0F: 2 clusters Score -99592.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98289.976562 Penalty: 2189.514404
	Iteration 0F: 3 clusters Score -98289.98 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -98569.312500 Penalty: 2189.514404
	Iteration 1F: 3 clusters Score -98569.31 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -98648.046875 Penalty: 2189.514404
	Iteration 2F: 3 clusters Score -98648.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -98702.789062 Penalty: 2189.514404
	Iteration 3Q: 3 clusters Score -98702.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -98743.210938 Penalty: 2189.514404
	Iteration 4Q: 3 clusters Score -98743.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -98774.515625 Penalty: 2189.514404
	Iteration 5Q: 3 clusters Score -98774.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -98795.726562 Penalty: 2189.514404
	Iteration 6Q: 3 clusters Score -98795.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -98816.304688 Penalty: 2189.514404
	Iteration 7Q: 3 clusters Score -98816.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -98828.523438 Penalty: 2189.514404
	Iteration 8Q: 3 clusters Score -98828.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -98830.593750 Penalty: 2189.514404
	Iteration 9Q: 3 clusters Score -98830.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -98837.164062 Penalty: 2189.514404
	Iteration 10Q: 3 clusters Score -98837.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -98839.820312 Penalty: 2189.514404
	Iteration 11Q: 3 clusters Score -98839.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -98839.820312 Penalty: 2189.514404
	Iteration 12F: 3 clusters Score -98839.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Entering Unmasked Estep 
Score: -375836.093750 Penalty: 1303.080078
	Iteration 0F: 2 clusters Score -375836.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -373115.718750 Penalty: 2606.160156
	Iteration 0F: 3 clusters Score -373115.7 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -374138.062500 Penalty: 2606.160156
	Iteration 1F: 3 clusters Score -374138.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -374685.625000 Penalty: 2606.160156
	Iteration 2F: 3 clusters Score -374685.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -375244.218750 Penalty: 2606.160156
	Iteration 3F: 3 clusters Score -375244.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -375566.000000 Penalty: 2606.160156
	Iteration 4F: 3 clusters Score -375566 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -375714.187500 Penalty: 2606.160156
	Iteration 5F: 3 clusters Score -375714.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -375797.125000 Penalty: 2606.160156
	Iteration 6Q: 3 clusters Score -375797.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -375823.750000 Penalty: 2606.160156
	Iteration 7Q: 3 clusters Score -375823.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -375833.968750 Penalty: 2606.160156
	Iteration 8Q: 3 clusters Score -375834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -375839.781250 Penalty: 2606.160156
	Iteration 9Q: 3 clusters Score -375839.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -375843.593750 Penalty: 2606.160156
	Iteration 10Q: 3 clusters Score -375843.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -375844.343750 Penalty: 2606.160156
	Iteration 11Q: 3 clusters Score -375844.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -375846.093750 Penalty: 2606.160156
	Iteration 12Q: 3 clusters Score -375846.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -375846.093750 Penalty: 2606.160156
	Iteration 13F: 3 clusters Score -375846.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10421 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 997 members 
Mstep: Class 17 contains 24593 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12853 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6530 members 
Mstep: Class 37 contains 9511 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14935 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20683 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14077 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14469 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22942 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Mstep: Class 86 contains 2041 members 
Entering Unmasked Estep 
Score: -85934864.000000 Penalty: 185964.312500
Splitting cluster 16 changes total score from -85935520.000000 to -85934864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (24593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Entering Unmasked Estep 
Score: -3762321.250000 Penalty: 1642.910278
	Iteration 0F: 2 clusters Score -3762321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -3747897.250000 Penalty: 3285.820557
	Iteration 0F: 3 clusters Score -3747897 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -3753891.500000 Penalty: 3285.820557
	Iteration 1F: 3 clusters Score -3753892 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -3754281.750000 Penalty: 3285.820557
	Iteration 2Q: 3 clusters Score -3754282 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -3754666.250000 Penalty: 3285.820557
	Iteration 3Q: 3 clusters Score -3754666 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3755018.250000 Penalty: 3285.820557
	Iteration 4Q: 3 clusters Score -3755018 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3755400.000000 Penalty: 3285.820557
	Iteration 5Q: 3 clusters Score -3755400 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -3755779.500000 Penalty: 3285.820557
	Iteration 6Q: 3 clusters Score -3755780 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -3756157.250000 Penalty: 3285.820557
	Iteration 7Q: 3 clusters Score -3756157 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -3756585.750000 Penalty: 3285.820557
	Iteration 8Q: 3 clusters Score -3756586 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -3757090.500000 Penalty: 3285.820557
	Iteration 9Q: 3 clusters Score -3757090 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -3757778.000000 Penalty: 3285.820557
	Iteration 10F: 3 clusters Score -3757778 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -3758556.750000 Penalty: 3285.820557
	Iteration 11F: 3 clusters Score -3758557 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -3759320.000000 Penalty: 3285.820557
	Iteration 12F: 3 clusters Score -3759320 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3759868.500000 Penalty: 3285.820557
	Iteration 13Q: 3 clusters Score -3759868 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3760278.000000 Penalty: 3285.820557
	Iteration 14Q: 3 clusters Score -3760278 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3760537.000000 Penalty: 3285.820557
	Iteration 15Q: 3 clusters Score -3760537 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3760687.000000 Penalty: 3285.820557
	Iteration 16Q: 3 clusters Score -3760687 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3760795.750000 Penalty: 3285.820557
	Iteration 17Q: 3 clusters Score -3760796 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3760837.000000 Penalty: 3285.820557
	Iteration 18Q: 3 clusters Score -3760837 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3760895.500000 Penalty: 3285.820557
	Iteration 19Q: 3 clusters Score -3760896 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3760936.250000 Penalty: 3285.820557
	Iteration 20F: 3 clusters Score -3760936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3760966.000000 Penalty: 3285.820557
	Iteration 21Q: 3 clusters Score -3760966 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3760979.250000 Penalty: 3285.820557
	Iteration 22Q: 3 clusters Score -3760979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3760995.250000 Penalty: 3285.820557
	Iteration 23Q: 3 clusters Score -3760995 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3761017.500000 Penalty: 3285.820557
	Iteration 24Q: 3 clusters Score -3761018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3761026.250000 Penalty: 3285.820557
	Iteration 25Q: 3 clusters Score -3761026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3761027.750000 Penalty: 3285.820557
	Iteration 26Q: 3 clusters Score -3761028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3761031.750000 Penalty: 3285.820557
	Iteration 27Q: 3 clusters Score -3761032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3761037.000000 Penalty: 3285.820557
	Iteration 28Q: 3 clusters Score -3761037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3761042.750000 Penalty: 3285.820557
	Iteration 29Q: 3 clusters Score -3761043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3761050.250000 Penalty: 3285.820557
	Iteration 30Q: 3 clusters Score -3761050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3761057.500000 Penalty: 3285.820557
	Iteration 31Q: 3 clusters Score -3761058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3761064.000000 Penalty: 3285.820557
	Iteration 32Q: 3 clusters Score -3761064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3761074.000000 Penalty: 3285.820557
	Iteration 33Q: 3 clusters Score -3761074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3761071.750000 Penalty: 3285.820557
	Iteration 34Q: 3 clusters Score -3761072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3761072.000000 Penalty: 3285.820557
	Iteration 35Q: 3 clusters Score -3761072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3761078.750000 Penalty: 3285.820557
	Iteration 36Q: 3 clusters Score -3761079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3761085.250000 Penalty: 3285.820557
	Iteration 37Q: 3 clusters Score -3761085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3761093.000000 Penalty: 3285.820557
	Iteration 38Q: 3 clusters Score -3761093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3761091.250000 Penalty: 3285.820557
	Iteration 39Q: 3 clusters Score -3761091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3761093.750000 Penalty: 3285.820557
	Iteration 40F: 3 clusters Score -3761094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3761097.500000 Penalty: 3285.820557
	Iteration 41Q: 3 clusters Score -3761098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3761094.500000 Penalty: 3285.820557
	Iteration 42Q: 3 clusters Score -3761094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3761097.500000 Penalty: 3285.820557
	Iteration 43Q: 3 clusters Score -3761098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3761105.750000 Penalty: 3285.820557
	Iteration 44Q: 3 clusters Score -3761106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3761106.000000 Penalty: 3285.820557
	Iteration 45Q: 3 clusters Score -3761106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3761104.000000 Penalty: 3285.820557
	Iteration 46Q: 3 clusters Score -3761104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3761105.750000 Penalty: 3285.820557
	Iteration 47Q: 3 clusters Score -3761106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3761105.750000 Penalty: 3285.820557
	Iteration 48F: 3 clusters Score -3761106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -188398.406250 Penalty: 1175.553833
	Iteration 0F: 2 clusters Score -188398.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -186724.250000 Penalty: 2351.107666
	Iteration 0F: 3 clusters Score -186724.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -187063.656250 Penalty: 2351.107666
	Iteration 1F: 3 clusters Score -187063.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -187150.250000 Penalty: 2351.107666
	Iteration 2F: 3 clusters Score -187150.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -187214.796875 Penalty: 2351.107666
	Iteration 3Q: 3 clusters Score -187214.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -187260.281250 Penalty: 2351.107666
	Iteration 4Q: 3 clusters Score -187260.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -187310.609375 Penalty: 2351.107666
	Iteration 5Q: 3 clusters Score -187310.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -187343.062500 Penalty: 2351.107666
	Iteration 6Q: 3 clusters Score -187343.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -187373.984375 Penalty: 2351.107666
	Iteration 7Q: 3 clusters Score -187374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -187408.625000 Penalty: 2351.107666
	Iteration 8Q: 3 clusters Score -187408.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -187431.781250 Penalty: 2351.107666
	Iteration 9Q: 3 clusters Score -187431.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -187449.015625 Penalty: 2351.107666
	Iteration 10Q: 3 clusters Score -187449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -187463.593750 Penalty: 2351.107666
	Iteration 11Q: 3 clusters Score -187463.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -187485.890625 Penalty: 2351.107666
	Iteration 12Q: 3 clusters Score -187485.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -187504.375000 Penalty: 2351.107666
	Iteration 13Q: 3 clusters Score -187504.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -187515.734375 Penalty: 2351.107666
	Iteration 14Q: 3 clusters Score -187515.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -187528.828125 Penalty: 2351.107666
	Iteration 15Q: 3 clusters Score -187528.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -187538.031250 Penalty: 2351.107666
	Iteration 16Q: 3 clusters Score -187538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -187546.453125 Penalty: 2351.107666
	Iteration 17Q: 3 clusters Score -187546.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -187552.718750 Penalty: 2351.107666
	Iteration 18Q: 3 clusters Score -187552.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -187557.281250 Penalty: 2351.107666
	Iteration 19Q: 3 clusters Score -187557.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -187566.187500 Penalty: 2351.107666
	Iteration 20F: 3 clusters Score -187566.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -187577.031250 Penalty: 2351.107666
	Iteration 21Q: 3 clusters Score -187577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -187593.015625 Penalty: 2351.107666
	Iteration 22Q: 3 clusters Score -187593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -187598.968750 Penalty: 2351.107666
	Iteration 23Q: 3 clusters Score -187599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -187607.390625 Penalty: 2351.107666
	Iteration 24Q: 3 clusters Score -187607.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -187609.484375 Penalty: 2351.107666
	Iteration 25Q: 3 clusters Score -187609.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -187612.406250 Penalty: 2351.107666
	Iteration 26Q: 3 clusters Score -187612.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -187616.031250 Penalty: 2351.107666
	Iteration 27Q: 3 clusters Score -187616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -187623.296875 Penalty: 2351.107666
	Iteration 28Q: 3 clusters Score -187623.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -187623.593750 Penalty: 2351.107666
	Iteration 29Q: 3 clusters Score -187623.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -187623.593750 Penalty: 2351.107666
	Iteration 30F: 3 clusters Score -187623.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -327312.187500 Penalty: 1270.560303
	Iteration 0F: 2 clusters Score -327312.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -324908.218750 Penalty: 2541.120605
	Iteration 0F: 3 clusters Score -324908.2 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -325485.906250 Penalty: 2541.120605
	Iteration 1F: 3 clusters Score -325485.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -325658.687500 Penalty: 2541.120605
	Iteration 2F: 3 clusters Score -325658.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -325773.312500 Penalty: 2541.120605
	Iteration 3F: 3 clusters Score -325773.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -325862.156250 Penalty: 2541.120605
	Iteration 4Q: 3 clusters Score -325862.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -325965.687500 Penalty: 2541.120605
	Iteration 5Q: 3 clusters Score -325965.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -326077.031250 Penalty: 2541.120605
	Iteration 6Q: 3 clusters Score -326077 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -326177.812500 Penalty: 2541.120605
	Iteration 7Q: 3 clusters Score -326177.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -326272.093750 Penalty: 2541.120605
	Iteration 8Q: 3 clusters Score -326272.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -326371.125000 Penalty: 2541.120605
	Iteration 9Q: 3 clusters Score -326371.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -326473.125000 Penalty: 2541.120605
	Iteration 10Q: 3 clusters Score -326473.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -326547.000000 Penalty: 2541.120605
	Iteration 11Q: 3 clusters Score -326547 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -326615.843750 Penalty: 2541.120605
	Iteration 12Q: 3 clusters Score -326615.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -326657.406250 Penalty: 2541.120605
	Iteration 13Q: 3 clusters Score -326657.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -326681.937500 Penalty: 2541.120605
	Iteration 14Q: 3 clusters Score -326681.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -326695.843750 Penalty: 2541.120605
	Iteration 15Q: 3 clusters Score -326695.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -326707.156250 Penalty: 2541.120605
	Iteration 16Q: 3 clusters Score -326707.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -326714.406250 Penalty: 2541.120605
	Iteration 17Q: 3 clusters Score -326714.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -326720.062500 Penalty: 2541.120605
	Iteration 18Q: 3 clusters Score -326720.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -326723.562500 Penalty: 2541.120605
	Iteration 19Q: 3 clusters Score -326723.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -326726.406250 Penalty: 2541.120605
	Iteration 20F: 3 clusters Score -326726.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -326728.250000 Penalty: 2541.120605
	Iteration 21Q: 3 clusters Score -326728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -326728.562500 Penalty: 2541.120605
	Iteration 22Q: 3 clusters Score -326728.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -326728.562500 Penalty: 2541.120605
	Iteration 23F: 3 clusters Score -326728.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Entering Unmasked Estep 
Score: -2135368.750000 Penalty: 1550.729004
	Iteration 0F: 2 clusters Score -2135369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2125895.500000 Penalty: 3101.458008
	Iteration 0F: 3 clusters Score -2125896 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2129277.000000 Penalty: 3101.458008
	Iteration 1F: 3 clusters Score -2129277 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2129580.500000 Penalty: 3101.458008
	Iteration 2F: 3 clusters Score -2129580 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2129836.750000 Penalty: 3101.458008
	Iteration 3Q: 3 clusters Score -2129837 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2130060.500000 Penalty: 3101.458008
	Iteration 4Q: 3 clusters Score -2130060 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2130281.000000 Penalty: 3101.458008
	Iteration 5Q: 3 clusters Score -2130281 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2130535.750000 Penalty: 3101.458008
	Iteration 6Q: 3 clusters Score -2130536 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2130806.000000 Penalty: 3101.458008
	Iteration 7Q: 3 clusters Score -2130806 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2131097.750000 Penalty: 3101.458008
	Iteration 8Q: 3 clusters Score -2131098 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2131400.750000 Penalty: 3101.458008
	Iteration 9Q: 3 clusters Score -2131401 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2131720.750000 Penalty: 3101.458008
	Iteration 10Q: 3 clusters Score -2131721 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2131970.000000 Penalty: 3101.458008
	Iteration 11Q: 3 clusters Score -2131970 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2132220.250000 Penalty: 3101.458008
	Iteration 12Q: 3 clusters Score -2132220 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2132436.750000 Penalty: 3101.458008
	Iteration 13Q: 3 clusters Score -2132437 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2132633.750000 Penalty: 3101.458008
	Iteration 14Q: 3 clusters Score -2132634 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2132811.500000 Penalty: 3101.458008
	Iteration 15Q: 3 clusters Score -2132812 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2132985.750000 Penalty: 3101.458008
	Iteration 16Q: 3 clusters Score -2132986 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2133126.000000 Penalty: 3101.458008
	Iteration 17Q: 3 clusters Score -2133126 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2133262.250000 Penalty: 3101.458008
	Iteration 18Q: 3 clusters Score -2133262 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2133361.250000 Penalty: 3101.458008
	Iteration 19Q: 3 clusters Score -2133361 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2133443.750000 Penalty: 3101.458008
	Iteration 20F: 3 clusters Score -2133444 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2133526.250000 Penalty: 3101.458008
	Iteration 21Q: 3 clusters Score -2133526 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2133607.750000 Penalty: 3101.458008
	Iteration 22Q: 3 clusters Score -2133608 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2133678.750000 Penalty: 3101.458008
	Iteration 23Q: 3 clusters Score -2133679 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2133744.500000 Penalty: 3101.458008
	Iteration 24Q: 3 clusters Score -2133744 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2133778.000000 Penalty: 3101.458008
	Iteration 25Q: 3 clusters Score -2133778 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2133803.750000 Penalty: 3101.458008
	Iteration 26Q: 3 clusters Score -2133804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2133827.750000 Penalty: 3101.458008
	Iteration 27Q: 3 clusters Score -2133828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2133846.250000 Penalty: 3101.458008
	Iteration 28Q: 3 clusters Score -2133846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2133862.500000 Penalty: 3101.458008
	Iteration 29Q: 3 clusters Score -2133862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2133873.750000 Penalty: 3101.458008
	Iteration 30Q: 3 clusters Score -2133874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2133882.250000 Penalty: 3101.458008
	Iteration 31Q: 3 clusters Score -2133882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2133895.500000 Penalty: 3101.458008
	Iteration 32Q: 3 clusters Score -2133896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2133912.000000 Penalty: 3101.458008
	Iteration 33Q: 3 clusters Score -2133912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2133928.000000 Penalty: 3101.458008
	Iteration 34Q: 3 clusters Score -2133928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2133943.750000 Penalty: 3101.458008
	Iteration 35Q: 3 clusters Score -2133944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2133954.500000 Penalty: 3101.458008
	Iteration 36Q: 3 clusters Score -2133954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2133962.500000 Penalty: 3101.458008
	Iteration 37Q: 3 clusters Score -2133962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2133972.000000 Penalty: 3101.458008
	Iteration 38Q: 3 clusters Score -2133972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2133978.500000 Penalty: 3101.458008
	Iteration 39Q: 3 clusters Score -2133978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2133992.250000 Penalty: 3101.458008
	Iteration 40F: 3 clusters Score -2133992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2134002.000000 Penalty: 3101.458008
	Iteration 41Q: 3 clusters Score -2134002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2134011.250000 Penalty: 3101.458008
	Iteration 42Q: 3 clusters Score -2134011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2134014.250000 Penalty: 3101.458008
	Iteration 43Q: 3 clusters Score -2134014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2134017.250000 Penalty: 3101.458008
	Iteration 44Q: 3 clusters Score -2134017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2134021.500000 Penalty: 3101.458008
	Iteration 45Q: 3 clusters Score -2134022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2134023.250000 Penalty: 3101.458008
	Iteration 46Q: 3 clusters Score -2134023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2134022.750000 Penalty: 3101.458008
	Iteration 47Q: 3 clusters Score -2134023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2134023.000000 Penalty: 3101.458008
	Iteration 48Q: 3 clusters Score -2134023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2134026.000000 Penalty: 3101.458008
	Iteration 49Q: 3 clusters Score -2134026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2134026.750000 Penalty: 3101.458008
	Iteration 50Q: 3 clusters Score -2134027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2134029.000000 Penalty: 3101.458008
	Iteration 51Q: 3 clusters Score -2134029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2134032.250000 Penalty: 3101.458008
	Iteration 52Q: 3 clusters Score -2134032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2134034.000000 Penalty: 3101.458008
	Iteration 53Q: 3 clusters Score -2134034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2134040.250000 Penalty: 3101.458008
	Iteration 54Q: 3 clusters Score -2134040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2134045.500000 Penalty: 3101.458008
	Iteration 55Q: 3 clusters Score -2134046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2134044.750000 Penalty: 3101.458008
	Iteration 56Q: 3 clusters Score -2134045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2134047.500000 Penalty: 3101.458008
	Iteration 57Q: 3 clusters Score -2134048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2134050.500000 Penalty: 3101.458008
	Iteration 58Q: 3 clusters Score -2134050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2134050.500000 Penalty: 3101.458008
	Iteration 59F: 3 clusters Score -2134050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Entering Unmasked Estep 
Score: -724598.375000 Penalty: 1387.070557
	Iteration 0F: 2 clusters Score -724598.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -720609.750000 Penalty: 2774.141113
	Iteration 0F: 3 clusters Score -720609.8 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -721784.125000 Penalty: 2774.141113
	Iteration 1F: 3 clusters Score -721784.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -721946.875000 Penalty: 2774.141113
	Iteration 2F: 3 clusters Score -721946.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -722064.687500 Penalty: 2774.141113
	Iteration 3Q: 3 clusters Score -722064.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -722152.437500 Penalty: 2774.141113
	Iteration 4Q: 3 clusters Score -722152.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -722216.062500 Penalty: 2774.141113
	Iteration 5Q: 3 clusters Score -722216.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -722262.562500 Penalty: 2774.141113
	Iteration 6Q: 3 clusters Score -722262.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -722302.000000 Penalty: 2774.141113
	Iteration 7Q: 3 clusters Score -722302 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -722335.750000 Penalty: 2774.141113
	Iteration 8Q: 3 clusters Score -722335.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -722375.937500 Penalty: 2774.141113
	Iteration 9Q: 3 clusters Score -722375.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -722411.000000 Penalty: 2774.141113
	Iteration 10Q: 3 clusters Score -722411 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -722453.875000 Penalty: 2774.141113
	Iteration 11Q: 3 clusters Score -722453.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -722489.437500 Penalty: 2774.141113
	Iteration 12Q: 3 clusters Score -722489.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -722527.437500 Penalty: 2774.141113
	Iteration 13Q: 3 clusters Score -722527.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -722571.500000 Penalty: 2774.141113
	Iteration 14Q: 3 clusters Score -722571.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -722632.250000 Penalty: 2774.141113
	Iteration 15Q: 3 clusters Score -722632.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -722700.687500 Penalty: 2774.141113
	Iteration 16Q: 3 clusters Score -722700.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -722759.312500 Penalty: 2774.141113
	Iteration 17Q: 3 clusters Score -722759.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -722819.375000 Penalty: 2774.141113
	Iteration 18Q: 3 clusters Score -722819.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -722883.750000 Penalty: 2774.141113
	Iteration 19Q: 3 clusters Score -722883.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -722945.437500 Penalty: 2774.141113
	Iteration 20F: 3 clusters Score -722945.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -723015.312500 Penalty: 2774.141113
	Iteration 21Q: 3 clusters Score -723015.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -723104.562500 Penalty: 2774.141113
	Iteration 22Q: 3 clusters Score -723104.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -723205.562500 Penalty: 2774.141113
	Iteration 23Q: 3 clusters Score -723205.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -723313.062500 Penalty: 2774.141113
	Iteration 24Q: 3 clusters Score -723313.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -723438.500000 Penalty: 2774.141113
	Iteration 25Q: 3 clusters Score -723438.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -723560.250000 Penalty: 2774.141113
	Iteration 26Q: 3 clusters Score -723560.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -723656.187500 Penalty: 2774.141113
	Iteration 27Q: 3 clusters Score -723656.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -723708.875000 Penalty: 2774.141113
	Iteration 28Q: 3 clusters Score -723708.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -723747.000000 Penalty: 2774.141113
	Iteration 29Q: 3 clusters Score -723747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -723768.187500 Penalty: 2774.141113
	Iteration 30Q: 3 clusters Score -723768.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -723779.250000 Penalty: 2774.141113
	Iteration 31Q: 3 clusters Score -723779.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -723787.187500 Penalty: 2774.141113
	Iteration 32Q: 3 clusters Score -723787.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -723792.500000 Penalty: 2774.141113
	Iteration 33Q: 3 clusters Score -723792.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -723805.750000 Penalty: 2774.141113
	Iteration 34Q: 3 clusters Score -723805.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -723813.687500 Penalty: 2774.141113
	Iteration 35Q: 3 clusters Score -723813.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -723818.187500 Penalty: 2774.141113
	Iteration 36Q: 3 clusters Score -723818.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -723822.687500 Penalty: 2774.141113
	Iteration 37Q: 3 clusters Score -723822.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -723825.125000 Penalty: 2774.141113
	Iteration 38Q: 3 clusters Score -723825.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -723830.375000 Penalty: 2774.141113
	Iteration 39Q: 3 clusters Score -723830.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -723833.750000 Penalty: 2774.141113
	Iteration 40F: 3 clusters Score -723833.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -723838.750000 Penalty: 2774.141113
	Iteration 41Q: 3 clusters Score -723838.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -723841.312500 Penalty: 2774.141113
	Iteration 42Q: 3 clusters Score -723841.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -723844.750000 Penalty: 2774.141113
	Iteration 43Q: 3 clusters Score -723844.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -723849.000000 Penalty: 2774.141113
	Iteration 44Q: 3 clusters Score -723849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -723851.125000 Penalty: 2774.141113
	Iteration 45Q: 3 clusters Score -723851.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -723852.812500 Penalty: 2774.141113
	Iteration 46Q: 3 clusters Score -723852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -723856.062500 Penalty: 2774.141113
	Iteration 47Q: 3 clusters Score -723856.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -723854.625000 Penalty: 2774.141113
	Iteration 48Q: 3 clusters Score -723854.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -723855.250000 Penalty: 2774.141113
	Iteration 49Q: 3 clusters Score -723855.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -723856.125000 Penalty: 2774.141113
	Iteration 50Q: 3 clusters Score -723856.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -723858.687500 Penalty: 2774.141113
	Iteration 51Q: 3 clusters Score -723858.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -723858.500000 Penalty: 2774.141113
	Iteration 52Q: 3 clusters Score -723858.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -723862.187500 Penalty: 2774.141113
	Iteration 53Q: 3 clusters Score -723862.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -723866.312500 Penalty: 2774.141113
	Iteration 54Q: 3 clusters Score -723866.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -723869.125000 Penalty: 2774.141113
	Iteration 55Q: 3 clusters Score -723869.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -723871.750000 Penalty: 2774.141113
	Iteration 56Q: 3 clusters Score -723871.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -723875.062500 Penalty: 2774.141113
	Iteration 57Q: 3 clusters Score -723875.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -723878.937500 Penalty: 2774.141113
	Iteration 58Q: 3 clusters Score -723878.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -723880.875000 Penalty: 2774.141113
	Iteration 59Q: 3 clusters Score -723880.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -723886.687500 Penalty: 2774.141113
	Iteration 60F: 3 clusters Score -723886.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -723889.562500 Penalty: 2774.141113
	Iteration 61Q: 3 clusters Score -723889.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -723891.437500 Penalty: 2774.141113
	Iteration 62Q: 3 clusters Score -723891.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -723893.375000 Penalty: 2774.141113
	Iteration 63Q: 3 clusters Score -723893.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -723895.062500 Penalty: 2774.141113
	Iteration 64Q: 3 clusters Score -723895.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -723897.375000 Penalty: 2774.141113
	Iteration 65Q: 3 clusters Score -723897.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -723898.750000 Penalty: 2774.141113
	Iteration 66Q: 3 clusters Score -723898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -723898.312500 Penalty: 2774.141113
	Iteration 67Q: 3 clusters Score -723898.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -723899.250000 Penalty: 2774.141113
	Iteration 68Q: 3 clusters Score -723899.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -723900.375000 Penalty: 2774.141113
	Iteration 69Q: 3 clusters Score -723900.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -723900.375000 Penalty: 2774.141113
	Iteration 70F: 3 clusters Score -723900.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -281240.500000 Penalty: 1234.332153
	Iteration 0F: 2 clusters Score -281240.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -279148.062500 Penalty: 2468.664307
	Iteration 0F: 3 clusters Score -279148.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -279601.093750 Penalty: 2468.664307
	Iteration 1F: 3 clusters Score -279601.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -279718.312500 Penalty: 2468.664307
	Iteration 2F: 3 clusters Score -279718.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -279793.468750 Penalty: 2468.664307
	Iteration 3Q: 3 clusters Score -279793.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -279847.000000 Penalty: 2468.664307
	Iteration 4Q: 3 clusters Score -279847 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -279876.250000 Penalty: 2468.664307
	Iteration 5Q: 3 clusters Score -279876.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -279895.375000 Penalty: 2468.664307
	Iteration 6Q: 3 clusters Score -279895.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -279913.968750 Penalty: 2468.664307
	Iteration 7Q: 3 clusters Score -279914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -279928.718750 Penalty: 2468.664307
	Iteration 8Q: 3 clusters Score -279928.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -279942.906250 Penalty: 2468.664307
	Iteration 9Q: 3 clusters Score -279942.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -279956.343750 Penalty: 2468.664307
	Iteration 10Q: 3 clusters Score -279956.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -279972.187500 Penalty: 2468.664307
	Iteration 11Q: 3 clusters Score -279972.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -279984.531250 Penalty: 2468.664307
	Iteration 12Q: 3 clusters Score -279984.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -279994.250000 Penalty: 2468.664307
	Iteration 13Q: 3 clusters Score -279994.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -280002.531250 Penalty: 2468.664307
	Iteration 14Q: 3 clusters Score -280002.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -280008.500000 Penalty: 2468.664307
	Iteration 15Q: 3 clusters Score -280008.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -280011.625000 Penalty: 2468.664307
	Iteration 16Q: 3 clusters Score -280011.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -280015.343750 Penalty: 2468.664307
	Iteration 17Q: 3 clusters Score -280015.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -280020.031250 Penalty: 2468.664307
	Iteration 18Q: 3 clusters Score -280020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -280022.687500 Penalty: 2468.664307
	Iteration 19Q: 3 clusters Score -280022.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -280025.031250 Penalty: 2468.664307
	Iteration 20F: 3 clusters Score -280025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -280027.781250 Penalty: 2468.664307
	Iteration 21Q: 3 clusters Score -280027.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -280028.718750 Penalty: 2468.664307
	Iteration 22Q: 3 clusters Score -280028.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -280029.156250 Penalty: 2468.664307
	Iteration 23Q: 3 clusters Score -280029.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -280029.156250 Penalty: 2468.664307
	Iteration 24F: 3 clusters Score -280029.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Entering Unmasked Estep 
Score: -538720.500000 Penalty: 1341.740845
	Iteration 0F: 2 clusters Score -538720.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -535508.312500 Penalty: 2683.481689
	Iteration 0F: 3 clusters Score -535508.3 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -536412.437500 Penalty: 2683.481689
	Iteration 1F: 3 clusters Score -536412.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -536710.375000 Penalty: 2683.481689
	Iteration 2F: 3 clusters Score -536710.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -537008.812500 Penalty: 2683.481689
	Iteration 3F: 3 clusters Score -537008.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -537311.875000 Penalty: 2683.481689
	Iteration 4F: 3 clusters Score -537311.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -537634.750000 Penalty: 2683.481689
	Iteration 5F: 3 clusters Score -537634.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -537841.062500 Penalty: 2683.481689
	Iteration 6F: 3 clusters Score -537841.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -537946.812500 Penalty: 2683.481689
	Iteration 7Q: 3 clusters Score -537946.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -538015.000000 Penalty: 2683.481689
	Iteration 8Q: 3 clusters Score -538015 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -538057.500000 Penalty: 2683.481689
	Iteration 9Q: 3 clusters Score -538057.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -538074.187500 Penalty: 2683.481689
	Iteration 10Q: 3 clusters Score -538074.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -538084.312500 Penalty: 2683.481689
	Iteration 11Q: 3 clusters Score -538084.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -538091.875000 Penalty: 2683.481689
	Iteration 12Q: 3 clusters Score -538091.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -538099.062500 Penalty: 2683.481689
	Iteration 13Q: 3 clusters Score -538099.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -538102.625000 Penalty: 2683.481689
	Iteration 14Q: 3 clusters Score -538102.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -538104.187500 Penalty: 2683.481689
	Iteration 15Q: 3 clusters Score -538104.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -538108.687500 Penalty: 2683.481689
	Iteration 16Q: 3 clusters Score -538108.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -538110.312500 Penalty: 2683.481689
	Iteration 17Q: 3 clusters Score -538110.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -538112.625000 Penalty: 2683.481689
	Iteration 18Q: 3 clusters Score -538112.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -538114.687500 Penalty: 2683.481689
	Iteration 19Q: 3 clusters Score -538114.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -538114.312500 Penalty: 2683.481689
	Iteration 20F: 3 clusters Score -538114.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -538114.812500 Penalty: 2683.481689
	Iteration 21Q: 3 clusters Score -538114.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -538114.812500 Penalty: 2683.481689
	Iteration 22F: 3 clusters Score -538114.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -203822.156250 Penalty: 1185.777344
	Iteration 0F: 2 clusters Score -203822.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -202142.281250 Penalty: 2371.554688
	Iteration 0F: 3 clusters Score -202142.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -202639.296875 Penalty: 2371.554688
	Iteration 1F: 3 clusters Score -202639.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -202831.281250 Penalty: 2371.554688
	Iteration 2F: 3 clusters Score -202831.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -202998.750000 Penalty: 2371.554688
	Iteration 3F: 3 clusters Score -202998.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -203112.578125 Penalty: 2371.554688
	Iteration 4F: 3 clusters Score -203112.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -203191.187500 Penalty: 2371.554688
	Iteration 5Q: 3 clusters Score -203191.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -203245.609375 Penalty: 2371.554688
	Iteration 6Q: 3 clusters Score -203245.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -203278.656250 Penalty: 2371.554688
	Iteration 7Q: 3 clusters Score -203278.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -203305.140625 Penalty: 2371.554688
	Iteration 8Q: 3 clusters Score -203305.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -203323.062500 Penalty: 2371.554688
	Iteration 9Q: 3 clusters Score -203323.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -203342.937500 Penalty: 2371.554688
	Iteration 10Q: 3 clusters Score -203342.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -203356.640625 Penalty: 2371.554688
	Iteration 11Q: 3 clusters Score -203356.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -203358.515625 Penalty: 2371.554688
	Iteration 12Q: 3 clusters Score -203358.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -203358.890625 Penalty: 2371.554688
	Iteration 13Q: 3 clusters Score -203358.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -203359.953125 Penalty: 2371.554688
	Iteration 14Q: 3 clusters Score -203360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -203359.953125 Penalty: 2371.554688
	Iteration 15F: 3 clusters Score -203360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Entering Unmasked Estep 
Score: -1656148.000000 Penalty: 1511.279419
	Iteration 0F: 2 clusters Score -1656148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1648461.000000 Penalty: 3022.558838
	Iteration 0F: 3 clusters Score -1648461 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1651050.250000 Penalty: 3022.558838
	Iteration 1F: 3 clusters Score -1651050 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1651281.750000 Penalty: 3022.558838
	Iteration 2F: 3 clusters Score -1651282 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1651481.750000 Penalty: 3022.558838
	Iteration 3Q: 3 clusters Score -1651482 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1651680.125000 Penalty: 3022.558838
	Iteration 4Q: 3 clusters Score -1651680 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1651920.875000 Penalty: 3022.558838
	Iteration 5Q: 3 clusters Score -1651921 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1652211.500000 Penalty: 3022.558838
	Iteration 6F: 3 clusters Score -1652212 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1652568.875000 Penalty: 3022.558838
	Iteration 7F: 3 clusters Score -1652569 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1652989.125000 Penalty: 3022.558838
	Iteration 8F: 3 clusters Score -1652989 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1653403.250000 Penalty: 3022.558838
	Iteration 9F: 3 clusters Score -1653403 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1653817.250000 Penalty: 3022.558838
	Iteration 10Q: 3 clusters Score -1653817 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1654191.500000 Penalty: 3022.558838
	Iteration 11Q: 3 clusters Score -1654192 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1654449.250000 Penalty: 3022.558838
	Iteration 12Q: 3 clusters Score -1654449 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1654607.875000 Penalty: 3022.558838
	Iteration 13Q: 3 clusters Score -1654608 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1654698.750000 Penalty: 3022.558838
	Iteration 14Q: 3 clusters Score -1654699 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1654747.250000 Penalty: 3022.558838
	Iteration 15Q: 3 clusters Score -1654747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1654781.875000 Penalty: 3022.558838
	Iteration 16Q: 3 clusters Score -1654782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1654808.875000 Penalty: 3022.558838
	Iteration 17Q: 3 clusters Score -1654809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1654829.250000 Penalty: 3022.558838
	Iteration 18Q: 3 clusters Score -1654829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1654845.000000 Penalty: 3022.558838
	Iteration 19Q: 3 clusters Score -1654845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1654851.000000 Penalty: 3022.558838
	Iteration 20F: 3 clusters Score -1654851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1654862.250000 Penalty: 3022.558838
	Iteration 21Q: 3 clusters Score -1654862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1654867.625000 Penalty: 3022.558838
	Iteration 22Q: 3 clusters Score -1654868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1654870.375000 Penalty: 3022.558838
	Iteration 23Q: 3 clusters Score -1654870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1654869.125000 Penalty: 3022.558838
	Iteration 24Q: 3 clusters Score -1654869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1654869.125000 Penalty: 3022.558838
	Iteration 25F: 3 clusters Score -1654869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -166370.281250 Penalty: 1157.989136
	Iteration 0F: 2 clusters Score -166370.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -164760.875000 Penalty: 2315.978271
	Iteration 0F: 3 clusters Score -164760.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -165069.359375 Penalty: 2315.978271
	Iteration 1F: 3 clusters Score -165069.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -165144.906250 Penalty: 2315.978271
	Iteration 2F: 3 clusters Score -165144.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -165197.000000 Penalty: 2315.978271
	Iteration 3Q: 3 clusters Score -165197 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -165231.859375 Penalty: 2315.978271
	Iteration 4Q: 3 clusters Score -165231.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -165250.953125 Penalty: 2315.978271
	Iteration 5Q: 3 clusters Score -165251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -165272.390625 Penalty: 2315.978271
	Iteration 6Q: 3 clusters Score -165272.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -165295.125000 Penalty: 2315.978271
	Iteration 7Q: 3 clusters Score -165295.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -165315.000000 Penalty: 2315.978271
	Iteration 8Q: 3 clusters Score -165315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -165329.203125 Penalty: 2315.978271
	Iteration 9Q: 3 clusters Score -165329.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -165340.156250 Penalty: 2315.978271
	Iteration 10Q: 3 clusters Score -165340.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -165347.656250 Penalty: 2315.978271
	Iteration 11Q: 3 clusters Score -165347.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -165351.218750 Penalty: 2315.978271
	Iteration 12Q: 3 clusters Score -165351.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -165354.781250 Penalty: 2315.978271
	Iteration 13Q: 3 clusters Score -165354.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -165360.625000 Penalty: 2315.978271
	Iteration 14Q: 3 clusters Score -165360.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -165362.703125 Penalty: 2315.978271
	Iteration 15Q: 3 clusters Score -165362.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -165362.703125 Penalty: 2315.978271
	Iteration 16F: 3 clusters Score -165362.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -258177.984375 Penalty: 1241.363647
	Iteration 0F: 2 clusters Score -258178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -256073.468750 Penalty: 2482.727295
	Iteration 0F: 3 clusters Score -256073.5 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -256582.046875 Penalty: 2482.727295
	Iteration 1F: 3 clusters Score -256582 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -256680.343750 Penalty: 2482.727295
	Iteration 2F: 3 clusters Score -256680.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -256738.640625 Penalty: 2482.727295
	Iteration 3Q: 3 clusters Score -256738.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -256780.062500 Penalty: 2482.727295
	Iteration 4Q: 3 clusters Score -256780.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -256836.593750 Penalty: 2482.727295
	Iteration 5Q: 3 clusters Score -256836.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -256907.234375 Penalty: 2482.727295
	Iteration 6Q: 3 clusters Score -256907.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -257035.671875 Penalty: 2482.727295
	Iteration 7Q: 3 clusters Score -257035.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -257190.921875 Penalty: 2482.727295
	Iteration 8F: 3 clusters Score -257190.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -257336.140625 Penalty: 2482.727295
	Iteration 9F: 3 clusters Score -257336.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -257492.687500 Penalty: 2482.727295
	Iteration 10Q: 3 clusters Score -257492.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -257693.234375 Penalty: 2482.727295
	Iteration 11F: 3 clusters Score -257693.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -257869.015625 Penalty: 2482.727295
	Iteration 12Q: 3 clusters Score -257869 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -257946.625000 Penalty: 2482.727295
	Iteration 13Q: 3 clusters Score -257946.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -257988.796875 Penalty: 2482.727295
	Iteration 14Q: 3 clusters Score -257988.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -258015.140625 Penalty: 2482.727295
	Iteration 15Q: 3 clusters Score -258015.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -258037.656250 Penalty: 2482.727295
	Iteration 16Q: 3 clusters Score -258037.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -258051.562500 Penalty: 2482.727295
	Iteration 17Q: 3 clusters Score -258051.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -258065.281250 Penalty: 2482.727295
	Iteration 18Q: 3 clusters Score -258065.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -258076.187500 Penalty: 2482.727295
	Iteration 19Q: 3 clusters Score -258076.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -258085.468750 Penalty: 2482.727295
	Iteration 20F: 3 clusters Score -258085.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -258090.328125 Penalty: 2482.727295
	Iteration 21Q: 3 clusters Score -258090.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -258093.984375 Penalty: 2482.727295
	Iteration 22Q: 3 clusters Score -258094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -258095.359375 Penalty: 2482.727295
	Iteration 23Q: 3 clusters Score -258095.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -258097.609375 Penalty: 2482.727295
	Iteration 24Q: 3 clusters Score -258097.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -258099.484375 Penalty: 2482.727295
	Iteration 25Q: 3 clusters Score -258099.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -258100.093750 Penalty: 2482.727295
	Iteration 26Q: 3 clusters Score -258100.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -258100.937500 Penalty: 2482.727295
	Iteration 27Q: 3 clusters Score -258100.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -258101.593750 Penalty: 2482.727295
	Iteration 28Q: 3 clusters Score -258101.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -258102.343750 Penalty: 2482.727295
	Iteration 29Q: 3 clusters Score -258102.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -258102.875000 Penalty: 2482.727295
	Iteration 30Q: 3 clusters Score -258102.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -258102.875000 Penalty: 2482.727295
	Iteration 31F: 3 clusters Score -258102.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Entering Unmasked Estep 
Score: -1336063.875000 Penalty: 1486.244873
	Iteration 0F: 2 clusters Score -1336064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1329282.375000 Penalty: 2972.489746
	Iteration 0F: 3 clusters Score -1329282 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1331450.250000 Penalty: 2972.489746
	Iteration 1F: 3 clusters Score -1331450 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1331666.250000 Penalty: 2972.489746
	Iteration 2F: 3 clusters Score -1331666 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1331837.125000 Penalty: 2972.489746
	Iteration 3Q: 3 clusters Score -1331837 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1331972.875000 Penalty: 2972.489746
	Iteration 4Q: 3 clusters Score -1331973 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1332090.875000 Penalty: 2972.489746
	Iteration 5Q: 3 clusters Score -1332091 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1332198.375000 Penalty: 2972.489746
	Iteration 6Q: 3 clusters Score -1332198 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1332312.375000 Penalty: 2972.489746
	Iteration 7Q: 3 clusters Score -1332312 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1332440.375000 Penalty: 2972.489746
	Iteration 8Q: 3 clusters Score -1332440 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1332599.625000 Penalty: 2972.489746
	Iteration 9Q: 3 clusters Score -1332600 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1332831.125000 Penalty: 2972.489746
	Iteration 10Q: 3 clusters Score -1332831 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1333105.625000 Penalty: 2972.489746
	Iteration 11Q: 3 clusters Score -1333106 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1333399.500000 Penalty: 2972.489746
	Iteration 12Q: 3 clusters Score -1333400 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1333732.625000 Penalty: 2972.489746
	Iteration 13Q: 3 clusters Score -1333733 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1334053.625000 Penalty: 2972.489746
	Iteration 14Q: 3 clusters Score -1334054 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1334304.625000 Penalty: 2972.489746
	Iteration 15Q: 3 clusters Score -1334305 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1334480.000000 Penalty: 2972.489746
	Iteration 16Q: 3 clusters Score -1334480 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1334619.125000 Penalty: 2972.489746
	Iteration 17Q: 3 clusters Score -1334619 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1334700.000000 Penalty: 2972.489746
	Iteration 18Q: 3 clusters Score -1334700 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1334755.625000 Penalty: 2972.489746
	Iteration 19Q: 3 clusters Score -1334756 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1334799.000000 Penalty: 2972.489746
	Iteration 20F: 3 clusters Score -1334799 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1334821.875000 Penalty: 2972.489746
	Iteration 21Q: 3 clusters Score -1334822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1334840.125000 Penalty: 2972.489746
	Iteration 22Q: 3 clusters Score -1334840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1334849.750000 Penalty: 2972.489746
	Iteration 23Q: 3 clusters Score -1334850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1334859.000000 Penalty: 2972.489746
	Iteration 24Q: 3 clusters Score -1334859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1334862.875000 Penalty: 2972.489746
	Iteration 25Q: 3 clusters Score -1334863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1334877.750000 Penalty: 2972.489746
	Iteration 26Q: 3 clusters Score -1334878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1334885.125000 Penalty: 2972.489746
	Iteration 27Q: 3 clusters Score -1334885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1334889.375000 Penalty: 2972.489746
	Iteration 28Q: 3 clusters Score -1334889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1334893.375000 Penalty: 2972.489746
	Iteration 29Q: 3 clusters Score -1334893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1334894.375000 Penalty: 2972.489746
	Iteration 30Q: 3 clusters Score -1334894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1334896.250000 Penalty: 2972.489746
	Iteration 31Q: 3 clusters Score -1334896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1334897.375000 Penalty: 2972.489746
	Iteration 32Q: 3 clusters Score -1334897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1334898.250000 Penalty: 2972.489746
	Iteration 33Q: 3 clusters Score -1334898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1334900.625000 Penalty: 2972.489746
	Iteration 34Q: 3 clusters Score -1334901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1334903.625000 Penalty: 2972.489746
	Iteration 35Q: 3 clusters Score -1334904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1334903.625000 Penalty: 2972.489746
	Iteration 36F: 3 clusters Score -1334904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Entering Unmasked Estep 
Score: -2250560.750000 Penalty: 1559.208008
	Iteration 0F: 2 clusters Score -2250561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2240772.000000 Penalty: 3118.416016
	Iteration 0F: 3 clusters Score -2240772 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2244131.000000 Penalty: 3118.416016
	Iteration 1F: 3 clusters Score -2244131 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2244405.750000 Penalty: 3118.416016
	Iteration 2F: 3 clusters Score -2244406 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2244649.250000 Penalty: 3118.416016
	Iteration 3Q: 3 clusters Score -2244649 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2244895.000000 Penalty: 3118.416016
	Iteration 4Q: 3 clusters Score -2244895 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2245125.250000 Penalty: 3118.416016
	Iteration 5Q: 3 clusters Score -2245125 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2245340.250000 Penalty: 3118.416016
	Iteration 6Q: 3 clusters Score -2245340 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2245566.000000 Penalty: 3118.416016
	Iteration 7Q: 3 clusters Score -2245566 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2245742.000000 Penalty: 3118.416016
	Iteration 8Q: 3 clusters Score -2245742 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2245964.000000 Penalty: 3118.416016
	Iteration 9Q: 3 clusters Score -2245964 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2246169.250000 Penalty: 3118.416016
	Iteration 10Q: 3 clusters Score -2246169 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2246340.750000 Penalty: 3118.416016
	Iteration 11Q: 3 clusters Score -2246341 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2246506.750000 Penalty: 3118.416016
	Iteration 12Q: 3 clusters Score -2246507 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2246655.250000 Penalty: 3118.416016
	Iteration 13Q: 3 clusters Score -2246655 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2246784.750000 Penalty: 3118.416016
	Iteration 14Q: 3 clusters Score -2246785 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2246913.750000 Penalty: 3118.416016
	Iteration 15Q: 3 clusters Score -2246914 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2247068.500000 Penalty: 3118.416016
	Iteration 16Q: 3 clusters Score -2247068 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2247244.000000 Penalty: 3118.416016
	Iteration 17Q: 3 clusters Score -2247244 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2247418.750000 Penalty: 3118.416016
	Iteration 18Q: 3 clusters Score -2247419 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2247587.250000 Penalty: 3118.416016
	Iteration 19Q: 3 clusters Score -2247587 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2247739.750000 Penalty: 3118.416016
	Iteration 20F: 3 clusters Score -2247740 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2247881.750000 Penalty: 3118.416016
	Iteration 21Q: 3 clusters Score -2247882 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2248012.000000 Penalty: 3118.416016
	Iteration 22Q: 3 clusters Score -2248012 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2248123.000000 Penalty: 3118.416016
	Iteration 23Q: 3 clusters Score -2248123 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2248236.000000 Penalty: 3118.416016
	Iteration 24Q: 3 clusters Score -2248236 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2248330.500000 Penalty: 3118.416016
	Iteration 25Q: 3 clusters Score -2248330 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2248419.750000 Penalty: 3118.416016
	Iteration 26Q: 3 clusters Score -2248420 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2248483.750000 Penalty: 3118.416016
	Iteration 27Q: 3 clusters Score -2248484 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2248568.000000 Penalty: 3118.416016
	Iteration 28Q: 3 clusters Score -2248568 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2248644.750000 Penalty: 3118.416016
	Iteration 29Q: 3 clusters Score -2248645 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2248710.750000 Penalty: 3118.416016
	Iteration 30Q: 3 clusters Score -2248711 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2248766.500000 Penalty: 3118.416016
	Iteration 31Q: 3 clusters Score -2248766 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2248806.250000 Penalty: 3118.416016
	Iteration 32Q: 3 clusters Score -2248806 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2248851.250000 Penalty: 3118.416016
	Iteration 33Q: 3 clusters Score -2248851 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2248886.500000 Penalty: 3118.416016
	Iteration 34Q: 3 clusters Score -2248886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2248904.000000 Penalty: 3118.416016
	Iteration 35Q: 3 clusters Score -2248904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2248930.750000 Penalty: 3118.416016
	Iteration 36Q: 3 clusters Score -2248931 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2248946.750000 Penalty: 3118.416016
	Iteration 37Q: 3 clusters Score -2248947 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2248969.000000 Penalty: 3118.416016
	Iteration 38Q: 3 clusters Score -2248969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2248985.750000 Penalty: 3118.416016
	Iteration 39Q: 3 clusters Score -2248986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2249000.750000 Penalty: 3118.416016
	Iteration 40F: 3 clusters Score -2249001 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2249015.750000 Penalty: 3118.416016
	Iteration 41Q: 3 clusters Score -2249016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2249023.500000 Penalty: 3118.416016
	Iteration 42Q: 3 clusters Score -2249024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2249028.500000 Penalty: 3118.416016
	Iteration 43Q: 3 clusters Score -2249028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2249028.250000 Penalty: 3118.416016
	Iteration 44Q: 3 clusters Score -2249028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2249032.000000 Penalty: 3118.416016
	Iteration 45Q: 3 clusters Score -2249032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2249032.000000 Penalty: 3118.416016
	Iteration 46Q: 3 clusters Score -2249032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2249036.250000 Penalty: 3118.416016
	Iteration 47Q: 3 clusters Score -2249036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2249035.250000 Penalty: 3118.416016
	Iteration 48Q: 3 clusters Score -2249035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2249041.000000 Penalty: 3118.416016
	Iteration 49Q: 3 clusters Score -2249041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2249042.000000 Penalty: 3118.416016
	Iteration 50Q: 3 clusters Score -2249042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2249052.000000 Penalty: 3118.416016
	Iteration 51Q: 3 clusters Score -2249052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2249058.750000 Penalty: 3118.416016
	Iteration 52Q: 3 clusters Score -2249059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2249065.250000 Penalty: 3118.416016
	Iteration 53Q: 3 clusters Score -2249065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2249071.750000 Penalty: 3118.416016
	Iteration 54Q: 3 clusters Score -2249072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2249069.500000 Penalty: 3118.416016
	Iteration 55Q: 3 clusters Score -2249070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2249068.250000 Penalty: 3118.416016
	Iteration 56Q: 3 clusters Score -2249068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2249075.250000 Penalty: 3118.416016
	Iteration 57Q: 3 clusters Score -2249075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2249078.750000 Penalty: 3118.416016
	Iteration 58Q: 3 clusters Score -2249079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2249088.000000 Penalty: 3118.416016
	Iteration 59Q: 3 clusters Score -2249088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2249089.000000 Penalty: 3118.416016
	Iteration 60F: 3 clusters Score -2249089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2249089.500000 Penalty: 3118.416016
	Iteration 61Q: 3 clusters Score -2249090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2249091.000000 Penalty: 3118.416016
	Iteration 62Q: 3 clusters Score -2249091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2249099.000000 Penalty: 3118.416016
	Iteration 63Q: 3 clusters Score -2249099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2249093.750000 Penalty: 3118.416016
	Iteration 64Q: 3 clusters Score -2249094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2249098.000000 Penalty: 3118.416016
	Iteration 65Q: 3 clusters Score -2249098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2249097.000000 Penalty: 3118.416016
	Iteration 66Q: 3 clusters Score -2249097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2249094.250000 Penalty: 3118.416016
	Iteration 67Q: 3 clusters Score -2249094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2249096.500000 Penalty: 3118.416016
	Iteration 68Q: 3 clusters Score -2249096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2249099.000000 Penalty: 3118.416016
	Iteration 69Q: 3 clusters Score -2249099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2249098.500000 Penalty: 3118.416016
	Iteration 70Q: 3 clusters Score -2249098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2249100.000000 Penalty: 3118.416016
	Iteration 71Q: 3 clusters Score -2249100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2249101.750000 Penalty: 3118.416016
	Iteration 72Q: 3 clusters Score -2249102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2249103.250000 Penalty: 3118.416016
	Iteration 73Q: 3 clusters Score -2249103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2249102.500000 Penalty: 3118.416016
	Iteration 74Q: 3 clusters Score -2249102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2249102.500000 Penalty: 3118.416016
	Iteration 75F: 3 clusters Score -2249102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Entering Unmasked Estep 
Score: -555376.937500 Penalty: 1352.507446
	Iteration 0F: 2 clusters Score -555376.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -552012.812500 Penalty: 2705.014893
	Iteration 0F: 3 clusters Score -552012.8 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -552933.250000 Penalty: 2705.014893
	Iteration 1F: 3 clusters Score -552933.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -553133.000000 Penalty: 2705.014893
	Iteration 2F: 3 clusters Score -553133 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -553288.937500 Penalty: 2705.014893
	Iteration 3F: 3 clusters Score -553288.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -553418.375000 Penalty: 2705.014893
	Iteration 4Q: 3 clusters Score -553418.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -553532.625000 Penalty: 2705.014893
	Iteration 5Q: 3 clusters Score -553532.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -553652.250000 Penalty: 2705.014893
	Iteration 6Q: 3 clusters Score -553652.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -553788.187500 Penalty: 2705.014893
	Iteration 7Q: 3 clusters Score -553788.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -553945.687500 Penalty: 2705.014893
	Iteration 8Q: 3 clusters Score -553945.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -554156.812500 Penalty: 2705.014893
	Iteration 9Q: 3 clusters Score -554156.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -554412.187500 Penalty: 2705.014893
	Iteration 10F: 3 clusters Score -554412.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -554616.250000 Penalty: 2705.014893
	Iteration 11Q: 3 clusters Score -554616.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -554726.000000 Penalty: 2705.014893
	Iteration 12Q: 3 clusters Score -554726 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -554785.062500 Penalty: 2705.014893
	Iteration 13Q: 3 clusters Score -554785.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -554822.937500 Penalty: 2705.014893
	Iteration 14Q: 3 clusters Score -554822.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -554843.812500 Penalty: 2705.014893
	Iteration 15Q: 3 clusters Score -554843.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -554856.875000 Penalty: 2705.014893
	Iteration 16Q: 3 clusters Score -554856.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -554863.250000 Penalty: 2705.014893
	Iteration 17Q: 3 clusters Score -554863.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -554867.000000 Penalty: 2705.014893
	Iteration 18Q: 3 clusters Score -554867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -554871.562500 Penalty: 2705.014893
	Iteration 19Q: 3 clusters Score -554871.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -554874.687500 Penalty: 2705.014893
	Iteration 20F: 3 clusters Score -554874.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -554876.562500 Penalty: 2705.014893
	Iteration 21Q: 3 clusters Score -554876.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -554877.437500 Penalty: 2705.014893
	Iteration 22Q: 3 clusters Score -554877.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -554878.187500 Penalty: 2705.014893
	Iteration 23Q: 3 clusters Score -554878.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -554878.500000 Penalty: 2705.014893
	Iteration 24Q: 3 clusters Score -554878.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -554879.812500 Penalty: 2705.014893
	Iteration 25Q: 3 clusters Score -554879.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -554879.250000 Penalty: 2705.014893
	Iteration 26Q: 3 clusters Score -554879.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -554879.937500 Penalty: 2705.014893
	Iteration 27Q: 3 clusters Score -554879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -554880.937500 Penalty: 2705.014893
	Iteration 28Q: 3 clusters Score -554880.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -554881.187500 Penalty: 2705.014893
	Iteration 29Q: 3 clusters Score -554881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -554881.812500 Penalty: 2705.014893
	Iteration 30Q: 3 clusters Score -554881.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -554881.937500 Penalty: 2705.014893
	Iteration 31Q: 3 clusters Score -554881.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -554881.937500 Penalty: 2705.014893
	Iteration 32F: 3 clusters Score -554881.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Entering Unmasked Estep 
Score: -402035.937500 Penalty: 1302.812378
	Iteration 0F: 2 clusters Score -402035.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -399295.093750 Penalty: 2605.624756
	Iteration 0F: 3 clusters Score -399295.1 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -400115.375000 Penalty: 2605.624756
	Iteration 1F: 3 clusters Score -400115.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -400390.781250 Penalty: 2605.624756
	Iteration 2F: 3 clusters Score -400390.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -400600.562500 Penalty: 2605.624756
	Iteration 3F: 3 clusters Score -400600.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -400745.812500 Penalty: 2605.624756
	Iteration 4F: 3 clusters Score -400745.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -400850.000000 Penalty: 2605.624756
	Iteration 5Q: 3 clusters Score -400850 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -400925.937500 Penalty: 2605.624756
	Iteration 6Q: 3 clusters Score -400925.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -400986.625000 Penalty: 2605.624756
	Iteration 7Q: 3 clusters Score -400986.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -401028.500000 Penalty: 2605.624756
	Iteration 8Q: 3 clusters Score -401028.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -401075.718750 Penalty: 2605.624756
	Iteration 9Q: 3 clusters Score -401075.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -401107.812500 Penalty: 2605.624756
	Iteration 10Q: 3 clusters Score -401107.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -401126.781250 Penalty: 2605.624756
	Iteration 11Q: 3 clusters Score -401126.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -401144.687500 Penalty: 2605.624756
	Iteration 12Q: 3 clusters Score -401144.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -401165.281250 Penalty: 2605.624756
	Iteration 13Q: 3 clusters Score -401165.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -401182.375000 Penalty: 2605.624756
	Iteration 14Q: 3 clusters Score -401182.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -401192.531250 Penalty: 2605.624756
	Iteration 15Q: 3 clusters Score -401192.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -401201.312500 Penalty: 2605.624756
	Iteration 16Q: 3 clusters Score -401201.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -401205.968750 Penalty: 2605.624756
	Iteration 17Q: 3 clusters Score -401206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -401208.718750 Penalty: 2605.624756
	Iteration 18Q: 3 clusters Score -401208.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -401210.031250 Penalty: 2605.624756
	Iteration 19Q: 3 clusters Score -401210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -401211.062500 Penalty: 2605.624756
	Iteration 20F: 3 clusters Score -401211.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -401211.406250 Penalty: 2605.624756
	Iteration 21Q: 3 clusters Score -401211.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -401211.406250 Penalty: 2605.624756
	Iteration 22F: 3 clusters Score -401211.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Entering Unmasked Estep 
Score: -374211.593750 Penalty: 1290.576172
	Iteration 0F: 2 clusters Score -374211.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -371634.906250 Penalty: 2581.152344
	Iteration 0F: 3 clusters Score -371634.9 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -372353.937500 Penalty: 2581.152344
	Iteration 1F: 3 clusters Score -372353.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -372587.406250 Penalty: 2581.152344
	Iteration 2F: 3 clusters Score -372587.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -372774.375000 Penalty: 2581.152344
	Iteration 3F: 3 clusters Score -372774.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -372991.906250 Penalty: 2581.152344
	Iteration 4F: 3 clusters Score -372991.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -373154.875000 Penalty: 2581.152344
	Iteration 5F: 3 clusters Score -373154.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -373263.531250 Penalty: 2581.152344
	Iteration 6Q: 3 clusters Score -373263.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -373356.687500 Penalty: 2581.152344
	Iteration 7Q: 3 clusters Score -373356.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -373402.906250 Penalty: 2581.152344
	Iteration 8Q: 3 clusters Score -373402.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -373438.468750 Penalty: 2581.152344
	Iteration 9Q: 3 clusters Score -373438.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -373483.875000 Penalty: 2581.152344
	Iteration 10Q: 3 clusters Score -373483.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -373513.000000 Penalty: 2581.152344
	Iteration 11Q: 3 clusters Score -373513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -373531.906250 Penalty: 2581.152344
	Iteration 12Q: 3 clusters Score -373531.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -373549.531250 Penalty: 2581.152344
	Iteration 13Q: 3 clusters Score -373549.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -373568.593750 Penalty: 2581.152344
	Iteration 14Q: 3 clusters Score -373568.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -373588.812500 Penalty: 2581.152344
	Iteration 15Q: 3 clusters Score -373588.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -373613.531250 Penalty: 2581.152344
	Iteration 16Q: 3 clusters Score -373613.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -373643.062500 Penalty: 2581.152344
	Iteration 17Q: 3 clusters Score -373643.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -373665.687500 Penalty: 2581.152344
	Iteration 18Q: 3 clusters Score -373665.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -373679.500000 Penalty: 2581.152344
	Iteration 19Q: 3 clusters Score -373679.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -373688.718750 Penalty: 2581.152344
	Iteration 20F: 3 clusters Score -373688.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -373697.468750 Penalty: 2581.152344
	Iteration 21Q: 3 clusters Score -373697.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -373707.218750 Penalty: 2581.152344
	Iteration 22Q: 3 clusters Score -373707.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -373715.218750 Penalty: 2581.152344
	Iteration 23Q: 3 clusters Score -373715.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -373721.375000 Penalty: 2581.152344
	Iteration 24Q: 3 clusters Score -373721.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -373727.593750 Penalty: 2581.152344
	Iteration 25Q: 3 clusters Score -373727.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -373732.250000 Penalty: 2581.152344
	Iteration 26Q: 3 clusters Score -373732.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -373738.281250 Penalty: 2581.152344
	Iteration 27Q: 3 clusters Score -373738.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -373748.375000 Penalty: 2581.152344
	Iteration 28Q: 3 clusters Score -373748.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -373761.281250 Penalty: 2581.152344
	Iteration 29Q: 3 clusters Score -373761.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -373773.562500 Penalty: 2581.152344
	Iteration 30Q: 3 clusters Score -373773.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -373781.343750 Penalty: 2581.152344
	Iteration 31Q: 3 clusters Score -373781.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -373787.500000 Penalty: 2581.152344
	Iteration 32Q: 3 clusters Score -373787.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -373794.406250 Penalty: 2581.152344
	Iteration 33Q: 3 clusters Score -373794.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -373798.468750 Penalty: 2581.152344
	Iteration 34Q: 3 clusters Score -373798.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -373804.156250 Penalty: 2581.152344
	Iteration 35Q: 3 clusters Score -373804.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -373808.562500 Penalty: 2581.152344
	Iteration 36Q: 3 clusters Score -373808.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -373810.812500 Penalty: 2581.152344
	Iteration 37Q: 3 clusters Score -373810.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -373813.156250 Penalty: 2581.152344
	Iteration 38Q: 3 clusters Score -373813.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -373814.437500 Penalty: 2581.152344
	Iteration 39Q: 3 clusters Score -373814.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -373816.125000 Penalty: 2581.152344
	Iteration 40F: 3 clusters Score -373816.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -373816.906250 Penalty: 2581.152344
	Iteration 41Q: 3 clusters Score -373816.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -373817.500000 Penalty: 2581.152344
	Iteration 42Q: 3 clusters Score -373817.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -373819.468750 Penalty: 2581.152344
	Iteration 43Q: 3 clusters Score -373819.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -373820.937500 Penalty: 2581.152344
	Iteration 44Q: 3 clusters Score -373820.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -373821.281250 Penalty: 2581.152344
	Iteration 45Q: 3 clusters Score -373821.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -373821.281250 Penalty: 2581.152344
	Iteration 46F: 3 clusters Score -373821.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Entering Unmasked Estep 
Score: -1945844.750000 Penalty: 1537.466553
	Iteration 0F: 2 clusters Score -1945845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1937073.500000 Penalty: 3074.933105
	Iteration 0F: 3 clusters Score -1937074 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1940240.125000 Penalty: 3074.933105
	Iteration 1F: 3 clusters Score -1940240 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1940696.500000 Penalty: 3074.933105
	Iteration 2F: 3 clusters Score -1940696 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1941089.750000 Penalty: 3074.933105
	Iteration 3F: 3 clusters Score -1941090 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1941475.375000 Penalty: 3074.933105
	Iteration 4F: 3 clusters Score -1941475 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1941866.500000 Penalty: 3074.933105
	Iteration 5F: 3 clusters Score -1941866 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1942240.000000 Penalty: 3074.933105
	Iteration 6F: 3 clusters Score -1942240 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1942586.375000 Penalty: 3074.933105
	Iteration 7Q: 3 clusters Score -1942586 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1942891.375000 Penalty: 3074.933105
	Iteration 8Q: 3 clusters Score -1942891 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1943164.000000 Penalty: 3074.933105
	Iteration 9Q: 3 clusters Score -1943164 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1943348.000000 Penalty: 3074.933105
	Iteration 10Q: 3 clusters Score -1943348 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1943490.625000 Penalty: 3074.933105
	Iteration 11Q: 3 clusters Score -1943491 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1943596.750000 Penalty: 3074.933105
	Iteration 12Q: 3 clusters Score -1943597 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1943670.500000 Penalty: 3074.933105
	Iteration 13Q: 3 clusters Score -1943670 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1943731.625000 Penalty: 3074.933105
	Iteration 14Q: 3 clusters Score -1943732 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1943790.125000 Penalty: 3074.933105
	Iteration 15Q: 3 clusters Score -1943790 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1943826.125000 Penalty: 3074.933105
	Iteration 16Q: 3 clusters Score -1943826 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1943851.125000 Penalty: 3074.933105
	Iteration 17Q: 3 clusters Score -1943851 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1943869.125000 Penalty: 3074.933105
	Iteration 18Q: 3 clusters Score -1943869 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1943892.125000 Penalty: 3074.933105
	Iteration 19Q: 3 clusters Score -1943892 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1943913.625000 Penalty: 3074.933105
	Iteration 20F: 3 clusters Score -1943914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1943930.250000 Penalty: 3074.933105
	Iteration 21Q: 3 clusters Score -1943930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1943943.875000 Penalty: 3074.933105
	Iteration 22Q: 3 clusters Score -1943944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1943960.500000 Penalty: 3074.933105
	Iteration 23Q: 3 clusters Score -1943960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1943973.625000 Penalty: 3074.933105
	Iteration 24Q: 3 clusters Score -1943974 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1943995.000000 Penalty: 3074.933105
	Iteration 25Q: 3 clusters Score -1943995 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1944007.750000 Penalty: 3074.933105
	Iteration 26Q: 3 clusters Score -1944008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1944011.625000 Penalty: 3074.933105
	Iteration 27Q: 3 clusters Score -1944012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1944022.000000 Penalty: 3074.933105
	Iteration 28Q: 3 clusters Score -1944022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1944035.500000 Penalty: 3074.933105
	Iteration 29Q: 3 clusters Score -1944036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1944049.625000 Penalty: 3074.933105
	Iteration 30Q: 3 clusters Score -1944050 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1944075.875000 Penalty: 3074.933105
	Iteration 31Q: 3 clusters Score -1944076 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1944092.875000 Penalty: 3074.933105
	Iteration 32Q: 3 clusters Score -1944093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1944106.750000 Penalty: 3074.933105
	Iteration 33Q: 3 clusters Score -1944107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1944121.625000 Penalty: 3074.933105
	Iteration 34Q: 3 clusters Score -1944122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1944130.125000 Penalty: 3074.933105
	Iteration 35Q: 3 clusters Score -1944130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1944137.500000 Penalty: 3074.933105
	Iteration 36Q: 3 clusters Score -1944138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1944145.625000 Penalty: 3074.933105
	Iteration 37Q: 3 clusters Score -1944146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1944161.875000 Penalty: 3074.933105
	Iteration 38Q: 3 clusters Score -1944162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1944174.750000 Penalty: 3074.933105
	Iteration 39Q: 3 clusters Score -1944175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1944186.125000 Penalty: 3074.933105
	Iteration 40F: 3 clusters Score -1944186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1944194.500000 Penalty: 3074.933105
	Iteration 41Q: 3 clusters Score -1944194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1944203.000000 Penalty: 3074.933105
	Iteration 42Q: 3 clusters Score -1944203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1944208.375000 Penalty: 3074.933105
	Iteration 43Q: 3 clusters Score -1944208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1944218.625000 Penalty: 3074.933105
	Iteration 44Q: 3 clusters Score -1944219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1944227.750000 Penalty: 3074.933105
	Iteration 45Q: 3 clusters Score -1944228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1944236.375000 Penalty: 3074.933105
	Iteration 46Q: 3 clusters Score -1944236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1944239.875000 Penalty: 3074.933105
	Iteration 47Q: 3 clusters Score -1944240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1944246.125000 Penalty: 3074.933105
	Iteration 48Q: 3 clusters Score -1944246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1944253.500000 Penalty: 3074.933105
	Iteration 49Q: 3 clusters Score -1944254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1944270.625000 Penalty: 3074.933105
	Iteration 50Q: 3 clusters Score -1944271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1944279.625000 Penalty: 3074.933105
	Iteration 51Q: 3 clusters Score -1944280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1944286.625000 Penalty: 3074.933105
	Iteration 52Q: 3 clusters Score -1944287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1944291.125000 Penalty: 3074.933105
	Iteration 53Q: 3 clusters Score -1944291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1944296.000000 Penalty: 3074.933105
	Iteration 54Q: 3 clusters Score -1944296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1944301.000000 Penalty: 3074.933105
	Iteration 55Q: 3 clusters Score -1944301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1944304.125000 Penalty: 3074.933105
	Iteration 56Q: 3 clusters Score -1944304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1944306.125000 Penalty: 3074.933105
	Iteration 57Q: 3 clusters Score -1944306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1944309.000000 Penalty: 3074.933105
	Iteration 58Q: 3 clusters Score -1944309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1944312.250000 Penalty: 3074.933105
	Iteration 59Q: 3 clusters Score -1944312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1944320.500000 Penalty: 3074.933105
	Iteration 60F: 3 clusters Score -1944320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1944329.875000 Penalty: 3074.933105
	Iteration 61Q: 3 clusters Score -1944330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1944337.875000 Penalty: 3074.933105
	Iteration 62Q: 3 clusters Score -1944338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1944343.000000 Penalty: 3074.933105
	Iteration 63Q: 3 clusters Score -1944343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1944351.125000 Penalty: 3074.933105
	Iteration 64Q: 3 clusters Score -1944351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1944360.375000 Penalty: 3074.933105
	Iteration 65Q: 3 clusters Score -1944360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1944363.875000 Penalty: 3074.933105
	Iteration 66Q: 3 clusters Score -1944364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1944369.250000 Penalty: 3074.933105
	Iteration 67Q: 3 clusters Score -1944369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1944372.125000 Penalty: 3074.933105
	Iteration 68Q: 3 clusters Score -1944372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1944371.875000 Penalty: 3074.933105
	Iteration 69Q: 3 clusters Score -1944372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1944371.875000 Penalty: 3074.933105
	Iteration 70Q: 3 clusters Score -1944372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1944376.000000 Penalty: 3074.933105
	Iteration 71Q: 3 clusters Score -1944376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1944374.875000 Penalty: 3074.933105
	Iteration 72Q: 3 clusters Score -1944375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1944373.250000 Penalty: 3074.933105
	Iteration 73Q: 3 clusters Score -1944373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1944374.500000 Penalty: 3074.933105
	Iteration 74Q: 3 clusters Score -1944374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1944371.875000 Penalty: 3074.933105
	Iteration 75Q: 3 clusters Score -1944372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1944372.000000 Penalty: 3074.933105
	Iteration 76Q: 3 clusters Score -1944372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1944372.000000 Penalty: 3074.933105
	Iteration 77F: 3 clusters Score -1944372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Entering Unmasked Estep 
Score: -169240.890625 Penalty: 1165.892700
	Iteration 0F: 2 clusters Score -169240.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -167611.578125 Penalty: 2331.785400
	Iteration 0F: 3 clusters Score -167611.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -167931.515625 Penalty: 2331.785400
	Iteration 1F: 3 clusters Score -167931.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -168053.250000 Penalty: 2331.785400
	Iteration 2F: 3 clusters Score -168053.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -168124.265625 Penalty: 2331.785400
	Iteration 3F: 3 clusters Score -168124.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -168173.796875 Penalty: 2331.785400
	Iteration 4Q: 3 clusters Score -168173.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -168217.968750 Penalty: 2331.785400
	Iteration 5Q: 3 clusters Score -168218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -168246.046875 Penalty: 2331.785400
	Iteration 6Q: 3 clusters Score -168246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -168274.671875 Penalty: 2331.785400
	Iteration 7Q: 3 clusters Score -168274.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -168296.265625 Penalty: 2331.785400
	Iteration 8Q: 3 clusters Score -168296.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -168318.250000 Penalty: 2331.785400
	Iteration 9Q: 3 clusters Score -168318.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -168335.656250 Penalty: 2331.785400
	Iteration 10Q: 3 clusters Score -168335.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -168347.187500 Penalty: 2331.785400
	Iteration 11Q: 3 clusters Score -168347.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -168363.187500 Penalty: 2331.785400
	Iteration 12Q: 3 clusters Score -168363.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -168367.906250 Penalty: 2331.785400
	Iteration 13Q: 3 clusters Score -168367.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -168369.578125 Penalty: 2331.785400
	Iteration 14Q: 3 clusters Score -168369.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -168370.562500 Penalty: 2331.785400
	Iteration 15Q: 3 clusters Score -168370.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -168372.453125 Penalty: 2331.785400
	Iteration 16Q: 3 clusters Score -168372.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -168373.078125 Penalty: 2331.785400
	Iteration 17Q: 3 clusters Score -168373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -168373.625000 Penalty: 2331.785400
	Iteration 18Q: 3 clusters Score -168373.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -168376.906250 Penalty: 2331.785400
	Iteration 19Q: 3 clusters Score -168376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -168378.312500 Penalty: 2331.785400
	Iteration 20F: 3 clusters Score -168378.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -188866.984375 Penalty: 1177.997437
	Iteration 0F: 2 clusters Score -188867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -187212.312500 Penalty: 2355.994873
	Iteration 0F: 3 clusters Score -187212.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -187583.937500 Penalty: 2355.994873
	Iteration 1F: 3 clusters Score -187583.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -187679.343750 Penalty: 2355.994873
	Iteration 2F: 3 clusters Score -187679.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -187750.203125 Penalty: 2355.994873
	Iteration 3Q: 3 clusters Score -187750.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -187817.656250 Penalty: 2355.994873
	Iteration 4Q: 3 clusters Score -187817.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -187864.421875 Penalty: 2355.994873
	Iteration 5Q: 3 clusters Score -187864.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -187895.968750 Penalty: 2355.994873
	Iteration 6Q: 3 clusters Score -187896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -187923.500000 Penalty: 2355.994873
	Iteration 7Q: 3 clusters Score -187923.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -187941.656250 Penalty: 2355.994873
	Iteration 8Q: 3 clusters Score -187941.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -187961.031250 Penalty: 2355.994873
	Iteration 9Q: 3 clusters Score -187961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -187986.515625 Penalty: 2355.994873
	Iteration 10Q: 3 clusters Score -187986.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -188011.875000 Penalty: 2355.994873
	Iteration 11Q: 3 clusters Score -188011.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -188030.515625 Penalty: 2355.994873
	Iteration 12Q: 3 clusters Score -188030.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -188036.562500 Penalty: 2355.994873
	Iteration 13Q: 3 clusters Score -188036.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -188046.031250 Penalty: 2355.994873
	Iteration 14Q: 3 clusters Score -188046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -188052.421875 Penalty: 2355.994873
	Iteration 15Q: 3 clusters Score -188052.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -188060.140625 Penalty: 2355.994873
	Iteration 16Q: 3 clusters Score -188060.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -188064.921875 Penalty: 2355.994873
	Iteration 17Q: 3 clusters Score -188064.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -188068.500000 Penalty: 2355.994873
	Iteration 18Q: 3 clusters Score -188068.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -188073.843750 Penalty: 2355.994873
	Iteration 19Q: 3 clusters Score -188073.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -188084.984375 Penalty: 2355.994873
	Iteration 20F: 3 clusters Score -188085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -188106.906250 Penalty: 2355.994873
	Iteration 21Q: 3 clusters Score -188106.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -188122.843750 Penalty: 2355.994873
	Iteration 22Q: 3 clusters Score -188122.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -188131.109375 Penalty: 2355.994873
	Iteration 23Q: 3 clusters Score -188131.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -188137.984375 Penalty: 2355.994873
	Iteration 24Q: 3 clusters Score -188138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -188142.187500 Penalty: 2355.994873
	Iteration 25Q: 3 clusters Score -188142.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -188147.171875 Penalty: 2355.994873
	Iteration 26Q: 3 clusters Score -188147.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -188154.656250 Penalty: 2355.994873
	Iteration 27Q: 3 clusters Score -188154.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -188158.781250 Penalty: 2355.994873
	Iteration 28Q: 3 clusters Score -188158.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -188161.312500 Penalty: 2355.994873
	Iteration 29Q: 3 clusters Score -188161.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -188167.312500 Penalty: 2355.994873
	Iteration 30Q: 3 clusters Score -188167.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -188169.359375 Penalty: 2355.994873
	Iteration 31Q: 3 clusters Score -188169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -188171.437500 Penalty: 2355.994873
	Iteration 32Q: 3 clusters Score -188171.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -188171.609375 Penalty: 2355.994873
	Iteration 33Q: 3 clusters Score -188171.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -188172.406250 Penalty: 2355.994873
	Iteration 34Q: 3 clusters Score -188172.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -188173.093750 Penalty: 2355.994873
	Iteration 35Q: 3 clusters Score -188173.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -188173.296875 Penalty: 2355.994873
	Iteration 36Q: 3 clusters Score -188173.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -188173.703125 Penalty: 2355.994873
	Iteration 37Q: 3 clusters Score -188173.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -188174.531250 Penalty: 2355.994873
	Iteration 38Q: 3 clusters Score -188174.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -188174.531250 Penalty: 2355.994873
	Iteration 39F: 3 clusters Score -188174.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Entering Unmasked Estep 
Score: -967138.187500 Penalty: 1427.426392
	Iteration 0F: 2 clusters Score -967138.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -962157.750000 Penalty: 2854.852783
	Iteration 0F: 3 clusters Score -962157.8 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -963734.562500 Penalty: 2854.852783
	Iteration 1F: 3 clusters Score -963734.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -963985.187500 Penalty: 2854.852783
	Iteration 2F: 3 clusters Score -963985.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -964209.875000 Penalty: 2854.852783
	Iteration 3F: 3 clusters Score -964209.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -964411.187500 Penalty: 2854.852783
	Iteration 4F: 3 clusters Score -964411.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -964615.125000 Penalty: 2854.852783
	Iteration 5F: 3 clusters Score -964615.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -964816.750000 Penalty: 2854.852783
	Iteration 6Q: 3 clusters Score -964816.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -965009.312500 Penalty: 2854.852783
	Iteration 7Q: 3 clusters Score -965009.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -965200.812500 Penalty: 2854.852783
	Iteration 8Q: 3 clusters Score -965200.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -965345.625000 Penalty: 2854.852783
	Iteration 9Q: 3 clusters Score -965345.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -965471.437500 Penalty: 2854.852783
	Iteration 10Q: 3 clusters Score -965471.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -965583.875000 Penalty: 2854.852783
	Iteration 11Q: 3 clusters Score -965583.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -965653.500000 Penalty: 2854.852783
	Iteration 12Q: 3 clusters Score -965653.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -965707.062500 Penalty: 2854.852783
	Iteration 13Q: 3 clusters Score -965707.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -965745.187500 Penalty: 2854.852783
	Iteration 14Q: 3 clusters Score -965745.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -965779.312500 Penalty: 2854.852783
	Iteration 15Q: 3 clusters Score -965779.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -965805.812500 Penalty: 2854.852783
	Iteration 16Q: 3 clusters Score -965805.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -965832.125000 Penalty: 2854.852783
	Iteration 17Q: 3 clusters Score -965832.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -965848.625000 Penalty: 2854.852783
	Iteration 18Q: 3 clusters Score -965848.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -965858.750000 Penalty: 2854.852783
	Iteration 19Q: 3 clusters Score -965858.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -965867.562500 Penalty: 2854.852783
	Iteration 20F: 3 clusters Score -965867.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -965876.875000 Penalty: 2854.852783
	Iteration 21Q: 3 clusters Score -965876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -965879.562500 Penalty: 2854.852783
	Iteration 22Q: 3 clusters Score -965879.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -965885.125000 Penalty: 2854.852783
	Iteration 23Q: 3 clusters Score -965885.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -965888.375000 Penalty: 2854.852783
	Iteration 24Q: 3 clusters Score -965888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -965891.812500 Penalty: 2854.852783
	Iteration 25Q: 3 clusters Score -965891.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -965892.312500 Penalty: 2854.852783
	Iteration 26Q: 3 clusters Score -965892.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -965895.125000 Penalty: 2854.852783
	Iteration 27Q: 3 clusters Score -965895.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -965895.125000 Penalty: 2854.852783
	Iteration 28F: 3 clusters Score -965895.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Entering Unmasked Estep 
Score: -1370057.375000 Penalty: 1488.533081
	Iteration 0F: 2 clusters Score -1370057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1363256.125000 Penalty: 2977.066162
	Iteration 0F: 3 clusters Score -1363256 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1365683.875000 Penalty: 2977.066162
	Iteration 1F: 3 clusters Score -1365684 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1366112.875000 Penalty: 2977.066162
	Iteration 2F: 3 clusters Score -1366113 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1366457.750000 Penalty: 2977.066162
	Iteration 3F: 3 clusters Score -1366458 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1366725.125000 Penalty: 2977.066162
	Iteration 4F: 3 clusters Score -1366725 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1366981.375000 Penalty: 2977.066162
	Iteration 5F: 3 clusters Score -1366981 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1367161.625000 Penalty: 2977.066162
	Iteration 6Q: 3 clusters Score -1367162 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1367355.875000 Penalty: 2977.066162
	Iteration 7Q: 3 clusters Score -1367356 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1367564.625000 Penalty: 2977.066162
	Iteration 8Q: 3 clusters Score -1367565 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1367817.875000 Penalty: 2977.066162
	Iteration 9Q: 3 clusters Score -1367818 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1368144.250000 Penalty: 2977.066162
	Iteration 10Q: 3 clusters Score -1368144 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1368511.625000 Penalty: 2977.066162
	Iteration 11Q: 3 clusters Score -1368512 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1368808.000000 Penalty: 2977.066162
	Iteration 12Q: 3 clusters Score -1368808 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1369073.375000 Penalty: 2977.066162
	Iteration 13Q: 3 clusters Score -1369073 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1369254.000000 Penalty: 2977.066162
	Iteration 14Q: 3 clusters Score -1369254 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1369334.000000 Penalty: 2977.066162
	Iteration 15Q: 3 clusters Score -1369334 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1369382.875000 Penalty: 2977.066162
	Iteration 16Q: 3 clusters Score -1369383 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1369450.875000 Penalty: 2977.066162
	Iteration 17Q: 3 clusters Score -1369451 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1369489.250000 Penalty: 2977.066162
	Iteration 18Q: 3 clusters Score -1369489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1369519.375000 Penalty: 2977.066162
	Iteration 19Q: 3 clusters Score -1369519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1369561.250000 Penalty: 2977.066162
	Iteration 20F: 3 clusters Score -1369561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1369603.125000 Penalty: 2977.066162
	Iteration 21Q: 3 clusters Score -1369603 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1369635.875000 Penalty: 2977.066162
	Iteration 22Q: 3 clusters Score -1369636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1369654.625000 Penalty: 2977.066162
	Iteration 23Q: 3 clusters Score -1369655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1369666.125000 Penalty: 2977.066162
	Iteration 24Q: 3 clusters Score -1369666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1369667.250000 Penalty: 2977.066162
	Iteration 25Q: 3 clusters Score -1369667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1369672.750000 Penalty: 2977.066162
	Iteration 26Q: 3 clusters Score -1369673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1369672.250000 Penalty: 2977.066162
	Iteration 27Q: 3 clusters Score -1369672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1369676.000000 Penalty: 2977.066162
	Iteration 28Q: 3 clusters Score -1369676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1369681.750000 Penalty: 2977.066162
	Iteration 29Q: 3 clusters Score -1369682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1369684.625000 Penalty: 2977.066162
	Iteration 30Q: 3 clusters Score -1369685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1369684.500000 Penalty: 2977.066162
	Iteration 31Q: 3 clusters Score -1369684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1369685.250000 Penalty: 2977.066162
	Iteration 32Q: 3 clusters Score -1369685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1369687.750000 Penalty: 2977.066162
	Iteration 33Q: 3 clusters Score -1369688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1369688.500000 Penalty: 2977.066162
	Iteration 34Q: 3 clusters Score -1369688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1369689.375000 Penalty: 2977.066162
	Iteration 35Q: 3 clusters Score -1369689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1369689.375000 Penalty: 2977.066162
	Iteration 36F: 3 clusters Score -1369689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (20396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Entering Unmasked Estep 
Score: -3113277.250000 Penalty: 1612.502686
	Iteration 0F: 2 clusters Score -3113277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -3100341.500000 Penalty: 3225.005371
	Iteration 0F: 3 clusters Score -3100342 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3105432.500000 Penalty: 3225.005371
	Iteration 1F: 3 clusters Score -3105432 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -3105831.000000 Penalty: 3225.005371
	Iteration 2F: 3 clusters Score -3105831 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -3106189.750000 Penalty: 3225.005371
	Iteration 3Q: 3 clusters Score -3106190 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -3106542.250000 Penalty: 3225.005371
	Iteration 4Q: 3 clusters Score -3106542 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3106937.500000 Penalty: 3225.005371
	Iteration 5Q: 3 clusters Score -3106938 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -3107386.750000 Penalty: 3225.005371
	Iteration 6Q: 3 clusters Score -3107387 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -3107906.250000 Penalty: 3225.005371
	Iteration 7Q: 3 clusters Score -3107906 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3108500.000000 Penalty: 3225.005371
	Iteration 8F: 3 clusters Score -3108500 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -3109112.000000 Penalty: 3225.005371
	Iteration 9Q: 3 clusters Score -3109112 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -3109681.500000 Penalty: 3225.005371
	Iteration 10Q: 3 clusters Score -3109682 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3110135.000000 Penalty: 3225.005371
	Iteration 11Q: 3 clusters Score -3110135 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -3110501.250000 Penalty: 3225.005371
	Iteration 12Q: 3 clusters Score -3110501 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -3110807.750000 Penalty: 3225.005371
	Iteration 13Q: 3 clusters Score -3110808 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3111092.500000 Penalty: 3225.005371
	Iteration 14Q: 3 clusters Score -3111092 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3111302.250000 Penalty: 3225.005371
	Iteration 15Q: 3 clusters Score -3111302 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3111477.750000 Penalty: 3225.005371
	Iteration 16Q: 3 clusters Score -3111478 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3111617.750000 Penalty: 3225.005371
	Iteration 17Q: 3 clusters Score -3111618 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3111705.500000 Penalty: 3225.005371
	Iteration 18Q: 3 clusters Score -3111706 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3111779.500000 Penalty: 3225.005371
	Iteration 19Q: 3 clusters Score -3111780 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3111850.250000 Penalty: 3225.005371
	Iteration 20F: 3 clusters Score -3111850 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3111916.500000 Penalty: 3225.005371
	Iteration 21Q: 3 clusters Score -3111916 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3111953.000000 Penalty: 3225.005371
	Iteration 22Q: 3 clusters Score -3111953 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3111988.500000 Penalty: 3225.005371
	Iteration 23Q: 3 clusters Score -3111988 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3112024.750000 Penalty: 3225.005371
	Iteration 24Q: 3 clusters Score -3112025 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3112038.750000 Penalty: 3225.005371
	Iteration 25Q: 3 clusters Score -3112039 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3112045.750000 Penalty: 3225.005371
	Iteration 26Q: 3 clusters Score -3112046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3112058.500000 Penalty: 3225.005371
	Iteration 27Q: 3 clusters Score -3112058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3112063.250000 Penalty: 3225.005371
	Iteration 28Q: 3 clusters Score -3112063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3112069.250000 Penalty: 3225.005371
	Iteration 29Q: 3 clusters Score -3112069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3112072.500000 Penalty: 3225.005371
	Iteration 30Q: 3 clusters Score -3112072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3112069.250000 Penalty: 3225.005371
	Iteration 31Q: 3 clusters Score -3112069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3112074.750000 Penalty: 3225.005371
	Iteration 32Q: 3 clusters Score -3112075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3112077.000000 Penalty: 3225.005371
	Iteration 33Q: 3 clusters Score -3112077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3112084.750000 Penalty: 3225.005371
	Iteration 34Q: 3 clusters Score -3112085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3112085.250000 Penalty: 3225.005371
	Iteration 35Q: 3 clusters Score -3112085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3112091.500000 Penalty: 3225.005371
	Iteration 36Q: 3 clusters Score -3112092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3112094.000000 Penalty: 3225.005371
	Iteration 37Q: 3 clusters Score -3112094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3112098.750000 Penalty: 3225.005371
	Iteration 38Q: 3 clusters Score -3112099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3112096.750000 Penalty: 3225.005371
	Iteration 39Q: 3 clusters Score -3112097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3112102.500000 Penalty: 3225.005371
	Iteration 40F: 3 clusters Score -3112102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3112104.750000 Penalty: 3225.005371
	Iteration 41Q: 3 clusters Score -3112105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3112113.250000 Penalty: 3225.005371
	Iteration 42Q: 3 clusters Score -3112113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3112113.750000 Penalty: 3225.005371
	Iteration 43Q: 3 clusters Score -3112114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3112113.750000 Penalty: 3225.005371
	Iteration 44Q: 3 clusters Score -3112114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3112110.750000 Penalty: 3225.005371
	Iteration 45Q: 3 clusters Score -3112111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3112107.250000 Penalty: 3225.005371
	Iteration 46Q: 3 clusters Score -3112107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3112111.500000 Penalty: 3225.005371
	Iteration 47Q: 3 clusters Score -3112112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3112113.250000 Penalty: 3225.005371
	Iteration 48Q: 3 clusters Score -3112113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3112113.250000 Penalty: 3225.005371
	Iteration 49Q: 3 clusters Score -3112113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3112115.000000 Penalty: 3225.005371
	Iteration 50Q: 3 clusters Score -3112115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3112112.250000 Penalty: 3225.005371
	Iteration 51Q: 3 clusters Score -3112112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3112110.000000 Penalty: 3225.005371
	Iteration 52Q: 3 clusters Score -3112110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3112109.000000 Penalty: 3225.005371
	Iteration 53Q: 3 clusters Score -3112109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3112112.250000 Penalty: 3225.005371
	Iteration 54Q: 3 clusters Score -3112112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3112112.250000 Penalty: 3225.005371
	Iteration 55F: 3 clusters Score -3112112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -277100.218750 Penalty: 1233.595581
	Iteration 0F: 2 clusters Score -277100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -275006.781250 Penalty: 2467.191162
	Iteration 0F: 3 clusters Score -275006.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -275493.562500 Penalty: 2467.191162
	Iteration 1F: 3 clusters Score -275493.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -275625.781250 Penalty: 2467.191162
	Iteration 2F: 3 clusters Score -275625.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -275724.125000 Penalty: 2467.191162
	Iteration 3F: 3 clusters Score -275724.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -275831.218750 Penalty: 2467.191162
	Iteration 4F: 3 clusters Score -275831.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -275932.656250 Penalty: 2467.191162
	Iteration 5Q: 3 clusters Score -275932.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -276032.375000 Penalty: 2467.191162
	Iteration 6Q: 3 clusters Score -276032.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -276111.156250 Penalty: 2467.191162
	Iteration 7Q: 3 clusters Score -276111.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -276166.218750 Penalty: 2467.191162
	Iteration 8Q: 3 clusters Score -276166.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -276202.718750 Penalty: 2467.191162
	Iteration 9Q: 3 clusters Score -276202.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -276232.250000 Penalty: 2467.191162
	Iteration 10Q: 3 clusters Score -276232.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -276247.937500 Penalty: 2467.191162
	Iteration 11Q: 3 clusters Score -276247.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -276268.062500 Penalty: 2467.191162
	Iteration 12Q: 3 clusters Score -276268.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -276289.250000 Penalty: 2467.191162
	Iteration 13Q: 3 clusters Score -276289.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -276306.468750 Penalty: 2467.191162
	Iteration 14Q: 3 clusters Score -276306.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -276321.093750 Penalty: 2467.191162
	Iteration 15Q: 3 clusters Score -276321.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -276327.531250 Penalty: 2467.191162
	Iteration 16Q: 3 clusters Score -276327.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -276334.156250 Penalty: 2467.191162
	Iteration 17Q: 3 clusters Score -276334.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -276344.218750 Penalty: 2467.191162
	Iteration 18Q: 3 clusters Score -276344.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -276353.093750 Penalty: 2467.191162
	Iteration 19Q: 3 clusters Score -276353.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -276359.687500 Penalty: 2467.191162
	Iteration 20F: 3 clusters Score -276359.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -276368.406250 Penalty: 2467.191162
	Iteration 21Q: 3 clusters Score -276368.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -276375.500000 Penalty: 2467.191162
	Iteration 22Q: 3 clusters Score -276375.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -276383.187500 Penalty: 2467.191162
	Iteration 23Q: 3 clusters Score -276383.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -276385.781250 Penalty: 2467.191162
	Iteration 24Q: 3 clusters Score -276385.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -276389.218750 Penalty: 2467.191162
	Iteration 25Q: 3 clusters Score -276389.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -276390.718750 Penalty: 2467.191162
	Iteration 26Q: 3 clusters Score -276390.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -276392.937500 Penalty: 2467.191162
	Iteration 27Q: 3 clusters Score -276392.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -276393.281250 Penalty: 2467.191162
	Iteration 28Q: 3 clusters Score -276393.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -276393.281250 Penalty: 2467.191162
	Iteration 29F: 3 clusters Score -276393.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -176625.109375 Penalty: 1150.914185
	Iteration 0F: 2 clusters Score -176625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -175062.250000 Penalty: 2301.828369
	Iteration 0F: 3 clusters Score -175062.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -175315.281250 Penalty: 2301.828369
	Iteration 1F: 3 clusters Score -175315.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -175380.156250 Penalty: 2301.828369
	Iteration 2F: 3 clusters Score -175380.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -175415.046875 Penalty: 2301.828369
	Iteration 3Q: 3 clusters Score -175415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -175436.703125 Penalty: 2301.828369
	Iteration 4Q: 3 clusters Score -175436.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -175450.765625 Penalty: 2301.828369
	Iteration 5Q: 3 clusters Score -175450.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -175460.640625 Penalty: 2301.828369
	Iteration 6Q: 3 clusters Score -175460.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -175463.546875 Penalty: 2301.828369
	Iteration 7Q: 3 clusters Score -175463.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -175465.406250 Penalty: 2301.828369
	Iteration 8Q: 3 clusters Score -175465.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -175466.828125 Penalty: 2301.828369
	Iteration 9Q: 3 clusters Score -175466.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -175476.250000 Penalty: 2301.828369
	Iteration 10Q: 3 clusters Score -175476.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -175485.828125 Penalty: 2301.828369
	Iteration 11Q: 3 clusters Score -175485.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -175488.953125 Penalty: 2301.828369
	Iteration 12Q: 3 clusters Score -175489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -175489.796875 Penalty: 2301.828369
	Iteration 13Q: 3 clusters Score -175489.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -175490.171875 Penalty: 2301.828369
	Iteration 14Q: 3 clusters Score -175490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -175490.843750 Penalty: 2301.828369
	Iteration 15Q: 3 clusters Score -175490.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -175491.781250 Penalty: 2301.828369
	Iteration 16Q: 3 clusters Score -175491.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -175495.468750 Penalty: 2301.828369
	Iteration 17Q: 3 clusters Score -175495.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -175497.703125 Penalty: 2301.828369
	Iteration 18Q: 3 clusters Score -175497.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -175499.921875 Penalty: 2301.828369
	Iteration 19Q: 3 clusters Score -175499.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -175501.890625 Penalty: 2301.828369
	Iteration 20F: 3 clusters Score -175501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -175502.687500 Penalty: 2301.828369
	Iteration 21Q: 3 clusters Score -175502.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -175504.468750 Penalty: 2301.828369
	Iteration 22Q: 3 clusters Score -175504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -175504.468750 Penalty: 2301.828369
	Iteration 23Q: 3 clusters Score -175504.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -175504.468750 Penalty: 2301.828369
	Iteration 24F: 3 clusters Score -175504.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (28970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Entering Unmasked Estep 
Score: -4417502.500000 Penalty: 1669.527710
	Iteration 0F: 2 clusters Score -4417502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -4400856.000000 Penalty: 3339.055420
	Iteration 0F: 3 clusters Score -4400856 nChanged 13297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -4408295.500000 Penalty: 3339.055420
	Iteration 1F: 3 clusters Score -4408296 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -4408890.000000 Penalty: 3339.055420
	Iteration 2F: 3 clusters Score -4408890 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -4409543.500000 Penalty: 3339.055420
	Iteration 3F: 3 clusters Score -4409544 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -4410245.000000 Penalty: 3339.055420
	Iteration 4F: 3 clusters Score -4410245 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -4411035.500000 Penalty: 3339.055420
	Iteration 5F: 3 clusters Score -4411036 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -4411853.500000 Penalty: 3339.055420
	Iteration 6F: 3 clusters Score -4411854 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -4412716.000000 Penalty: 3339.055420
	Iteration 7F: 3 clusters Score -4412716 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -4413415.000000 Penalty: 3339.055420
	Iteration 8Q: 3 clusters Score -4413415 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -4413839.500000 Penalty: 3339.055420
	Iteration 9Q: 3 clusters Score -4413840 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -4414051.000000 Penalty: 3339.055420
	Iteration 10Q: 3 clusters Score -4414051 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -4414157.000000 Penalty: 3339.055420
	Iteration 11Q: 3 clusters Score -4414157 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -4414205.000000 Penalty: 3339.055420
	Iteration 12Q: 3 clusters Score -4414205 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -4414201.000000 Penalty: 3339.055420
	Iteration 13Q: 3 clusters Score -4414201 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -4414257.000000 Penalty: 3339.055420
	Iteration 14Q: 3 clusters Score -4414257 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -4414271.000000 Penalty: 3339.055420
	Iteration 15Q: 3 clusters Score -4414271 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -4414295.000000 Penalty: 3339.055420
	Iteration 16Q: 3 clusters Score -4414295 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -4414333.500000 Penalty: 3339.055420
	Iteration 17Q: 3 clusters Score -4414334 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -4414356.000000 Penalty: 3339.055420
	Iteration 18Q: 3 clusters Score -4414356 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -4414398.500000 Penalty: 3339.055420
	Iteration 19Q: 3 clusters Score -4414398 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -4414459.500000 Penalty: 3339.055420
	Iteration 20F: 3 clusters Score -4414460 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -4414515.000000 Penalty: 3339.055420
	Iteration 21Q: 3 clusters Score -4414515 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -4414577.500000 Penalty: 3339.055420
	Iteration 22Q: 3 clusters Score -4414578 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -4414659.500000 Penalty: 3339.055420
	Iteration 23Q: 3 clusters Score -4414660 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -4414755.500000 Penalty: 3339.055420
	Iteration 24Q: 3 clusters Score -4414756 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -4414845.500000 Penalty: 3339.055420
	Iteration 25Q: 3 clusters Score -4414846 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -4414959.000000 Penalty: 3339.055420
	Iteration 26Q: 3 clusters Score -4414959 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -4415040.000000 Penalty: 3339.055420
	Iteration 27Q: 3 clusters Score -4415040 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -4415108.500000 Penalty: 3339.055420
	Iteration 28Q: 3 clusters Score -4415108 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -4415213.000000 Penalty: 3339.055420
	Iteration 29Q: 3 clusters Score -4415213 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -4415349.000000 Penalty: 3339.055420
	Iteration 30Q: 3 clusters Score -4415349 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -4415511.000000 Penalty: 3339.055420
	Iteration 31Q: 3 clusters Score -4415511 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -4415663.500000 Penalty: 3339.055420
	Iteration 32Q: 3 clusters Score -4415664 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -4415803.000000 Penalty: 3339.055420
	Iteration 33Q: 3 clusters Score -4415803 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -4415955.500000 Penalty: 3339.055420
	Iteration 34Q: 3 clusters Score -4415956 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -4416080.000000 Penalty: 3339.055420
	Iteration 35Q: 3 clusters Score -4416080 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -4416192.500000 Penalty: 3339.055420
	Iteration 36Q: 3 clusters Score -4416192 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -4416261.500000 Penalty: 3339.055420
	Iteration 37Q: 3 clusters Score -4416262 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -4416320.000000 Penalty: 3339.055420
	Iteration 38Q: 3 clusters Score -4416320 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -4416390.500000 Penalty: 3339.055420
	Iteration 39Q: 3 clusters Score -4416390 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -4416563.500000 Penalty: 3339.055420
	Iteration 40F: 3 clusters Score -4416564 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -4416651.000000 Penalty: 3339.055420
	Iteration 41Q: 3 clusters Score -4416651 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -4416717.500000 Penalty: 3339.055420
	Iteration 42Q: 3 clusters Score -4416718 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -4416755.000000 Penalty: 3339.055420
	Iteration 43Q: 3 clusters Score -4416755 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -4416824.500000 Penalty: 3339.055420
	Iteration 44Q: 3 clusters Score -4416824 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -4416876.500000 Penalty: 3339.055420
	Iteration 45Q: 3 clusters Score -4416876 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -4416905.000000 Penalty: 3339.055420
	Iteration 46Q: 3 clusters Score -4416905 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -4416935.500000 Penalty: 3339.055420
	Iteration 47Q: 3 clusters Score -4416936 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4416946.500000 Penalty: 3339.055420
	Iteration 48Q: 3 clusters Score -4416946 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -4416969.000000 Penalty: 3339.055420
	Iteration 49Q: 3 clusters Score -4416969 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -4416960.500000 Penalty: 3339.055420
	Iteration 50Q: 3 clusters Score -4416960 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -4416979.500000 Penalty: 3339.055420
	Iteration 51Q: 3 clusters Score -4416980 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -4416979.000000 Penalty: 3339.055420
	Iteration 52Q: 3 clusters Score -4416979 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -4416962.500000 Penalty: 3339.055420
	Iteration 53Q: 3 clusters Score -4416962 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -4416968.500000 Penalty: 3339.055420
	Iteration 54Q: 3 clusters Score -4416968 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -4416958.000000 Penalty: 3339.055420
	Iteration 55Q: 3 clusters Score -4416958 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -4416964.000000 Penalty: 3339.055420
	Iteration 56Q: 3 clusters Score -4416964 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -4416945.000000 Penalty: 3339.055420
	Iteration 57Q: 3 clusters Score -4416945 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -4416939.500000 Penalty: 3339.055420
	Iteration 58Q: 3 clusters Score -4416940 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -4416943.000000 Penalty: 3339.055420
	Iteration 59Q: 3 clusters Score -4416943 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -4416961.500000 Penalty: 3339.055420
	Iteration 60F: 3 clusters Score -4416962 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -4416935.000000 Penalty: 3339.055420
	Iteration 61Q: 3 clusters Score -4416935 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -4416904.500000 Penalty: 3339.055420
	Iteration 62Q: 3 clusters Score -4416904 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -4416900.500000 Penalty: 3339.055420
	Iteration 63Q: 3 clusters Score -4416900 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -4416864.500000 Penalty: 3339.055420
	Iteration 64Q: 3 clusters Score -4416864 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -4416835.500000 Penalty: 3339.055420
	Iteration 65Q: 3 clusters Score -4416836 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -4416811.500000 Penalty: 3339.055420
	Iteration 66Q: 3 clusters Score -4416812 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -4416796.000000 Penalty: 3339.055420
	Iteration 67Q: 3 clusters Score -4416796 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -4416770.500000 Penalty: 3339.055420
	Iteration 68Q: 3 clusters Score -4416770 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -4416737.500000 Penalty: 3339.055420
	Iteration 69Q: 3 clusters Score -4416738 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -4416722.500000 Penalty: 3339.055420
	Iteration 70Q: 3 clusters Score -4416722 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -4416699.000000 Penalty: 3339.055420
	Iteration 71Q: 3 clusters Score -4416699 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -4416683.000000 Penalty: 3339.055420
	Iteration 72Q: 3 clusters Score -4416683 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -4416659.500000 Penalty: 3339.055420
	Iteration 73Q: 3 clusters Score -4416660 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -4416624.500000 Penalty: 3339.055420
	Iteration 74Q: 3 clusters Score -4416624 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -4416606.500000 Penalty: 3339.055420
	Iteration 75Q: 3 clusters Score -4416606 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -4416597.500000 Penalty: 3339.055420
	Iteration 76Q: 3 clusters Score -4416598 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -4416592.500000 Penalty: 3339.055420
	Iteration 77Q: 3 clusters Score -4416592 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -4416586.000000 Penalty: 3339.055420
	Iteration 78Q: 3 clusters Score -4416586 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -4416576.000000 Penalty: 3339.055420
	Iteration 79Q: 3 clusters Score -4416576 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -4416569.500000 Penalty: 3339.055420
	Iteration 80F: 3 clusters Score -4416570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -4416541.500000 Penalty: 3339.055420
	Iteration 81Q: 3 clusters Score -4416542 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -4416529.000000 Penalty: 3339.055420
	Iteration 82Q: 3 clusters Score -4416529 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -4416523.500000 Penalty: 3339.055420
	Iteration 83Q: 3 clusters Score -4416524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -4416520.000000 Penalty: 3339.055420
	Iteration 84Q: 3 clusters Score -4416520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -4416522.000000 Penalty: 3339.055420
	Iteration 85Q: 3 clusters Score -4416522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -4416521.000000 Penalty: 3339.055420
	Iteration 86Q: 3 clusters Score -4416521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -4416512.500000 Penalty: 3339.055420
	Iteration 87Q: 3 clusters Score -4416512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -4416497.500000 Penalty: 3339.055420
	Iteration 88Q: 3 clusters Score -4416498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -4416502.000000 Penalty: 3339.055420
	Iteration 89Q: 3 clusters Score -4416502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -4416504.500000 Penalty: 3339.055420
	Iteration 90Q: 3 clusters Score -4416504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -4416497.500000 Penalty: 3339.055420
	Iteration 91Q: 3 clusters Score -4416498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -4416481.500000 Penalty: 3339.055420
	Iteration 92Q: 3 clusters Score -4416482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -4416483.000000 Penalty: 3339.055420
	Iteration 93Q: 3 clusters Score -4416483 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -4416480.000000 Penalty: 3339.055420
	Iteration 94Q: 3 clusters Score -4416480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -4416467.500000 Penalty: 3339.055420
	Iteration 95Q: 3 clusters Score -4416468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -4416467.000000 Penalty: 3339.055420
	Iteration 96Q: 3 clusters Score -4416467 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -4416436.000000 Penalty: 3339.055420
	Iteration 97Q: 3 clusters Score -4416436 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -4416429.500000 Penalty: 3339.055420
	Iteration 98Q: 3 clusters Score -4416430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -4416412.000000 Penalty: 3339.055420
	Iteration 99Q: 3 clusters Score -4416412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -4416396.000000 Penalty: 3339.055420
	Iteration 100F: 3 clusters Score -4416396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -4416383.500000 Penalty: 3339.055420
	Iteration 101Q: 3 clusters Score -4416384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -4416376.000000 Penalty: 3339.055420
	Iteration 102Q: 3 clusters Score -4416376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -4416370.000000 Penalty: 3339.055420
	Iteration 103Q: 3 clusters Score -4416370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -4416349.500000 Penalty: 3339.055420
	Iteration 104Q: 3 clusters Score -4416350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -4416349.500000 Penalty: 3339.055420
	Iteration 105Q: 3 clusters Score -4416350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -4416332.500000 Penalty: 3339.055420
	Iteration 106Q: 3 clusters Score -4416332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -4416332.000000 Penalty: 3339.055420
	Iteration 107Q: 3 clusters Score -4416332 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -4416312.000000 Penalty: 3339.055420
	Iteration 108Q: 3 clusters Score -4416312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -4416301.500000 Penalty: 3339.055420
	Iteration 109Q: 3 clusters Score -4416302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -4416302.000000 Penalty: 3339.055420
	Iteration 110Q: 3 clusters Score -4416302 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -4416269.500000 Penalty: 3339.055420
	Iteration 111Q: 3 clusters Score -4416270 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -4416246.000000 Penalty: 3339.055420
	Iteration 112Q: 3 clusters Score -4416246 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -4416211.500000 Penalty: 3339.055420
	Iteration 113Q: 3 clusters Score -4416212 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -4416179.500000 Penalty: 3339.055420
	Iteration 114Q: 3 clusters Score -4416180 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -4416156.500000 Penalty: 3339.055420
	Iteration 115Q: 3 clusters Score -4416156 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -4416136.000000 Penalty: 3339.055420
	Iteration 116Q: 3 clusters Score -4416136 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -4416113.500000 Penalty: 3339.055420
	Iteration 117Q: 3 clusters Score -4416114 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -4416099.000000 Penalty: 3339.055420
	Iteration 118Q: 3 clusters Score -4416099 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -4416080.500000 Penalty: 3339.055420
	Iteration 119Q: 3 clusters Score -4416080 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -4416058.500000 Penalty: 3339.055420
	Iteration 120F: 3 clusters Score -4416058 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -4416054.500000 Penalty: 3339.055420
	Iteration 121Q: 3 clusters Score -4416054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -4416050.000000 Penalty: 3339.055420
	Iteration 122Q: 3 clusters Score -4416050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -4416042.500000 Penalty: 3339.055420
	Iteration 123Q: 3 clusters Score -4416042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -4416035.000000 Penalty: 3339.055420
	Iteration 124Q: 3 clusters Score -4416035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -4416031.500000 Penalty: 3339.055420
	Iteration 125Q: 3 clusters Score -4416032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -4416010.500000 Penalty: 3339.055420
	Iteration 126Q: 3 clusters Score -4416010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -4416002.500000 Penalty: 3339.055420
	Iteration 127Q: 3 clusters Score -4416002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -4415990.500000 Penalty: 3339.055420
	Iteration 128Q: 3 clusters Score -4415990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -4415983.000000 Penalty: 3339.055420
	Iteration 129Q: 3 clusters Score -4415983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -4415977.500000 Penalty: 3339.055420
	Iteration 130Q: 3 clusters Score -4415978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -4415959.500000 Penalty: 3339.055420
	Iteration 131Q: 3 clusters Score -4415960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -4415960.000000 Penalty: 3339.055420
	Iteration 132Q: 3 clusters Score -4415960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -4415959.000000 Penalty: 3339.055420
	Iteration 133Q: 3 clusters Score -4415959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -4415954.000000 Penalty: 3339.055420
	Iteration 134Q: 3 clusters Score -4415954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -4415948.500000 Penalty: 3339.055420
	Iteration 135Q: 3 clusters Score -4415948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -4415952.500000 Penalty: 3339.055420
	Iteration 136Q: 3 clusters Score -4415952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -4415941.500000 Penalty: 3339.055420
	Iteration 137Q: 3 clusters Score -4415942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -4415936.000000 Penalty: 3339.055420
	Iteration 138Q: 3 clusters Score -4415936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -4415934.000000 Penalty: 3339.055420
	Iteration 139Q: 3 clusters Score -4415934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -4415926.000000 Penalty: 3339.055420
	Iteration 140F: 3 clusters Score -4415926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -4415925.500000 Penalty: 3339.055420
	Iteration 141Q: 3 clusters Score -4415926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -4415930.000000 Penalty: 3339.055420
	Iteration 142Q: 3 clusters Score -4415930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -4415932.000000 Penalty: 3339.055420
	Iteration 143Q: 3 clusters Score -4415932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -4415927.000000 Penalty: 3339.055420
	Iteration 144Q: 3 clusters Score -4415927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -4415926.500000 Penalty: 3339.055420
	Iteration 145Q: 3 clusters Score -4415926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -4415923.000000 Penalty: 3339.055420
	Iteration 146Q: 3 clusters Score -4415923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -4415923.500000 Penalty: 3339.055420
	Iteration 147Q: 3 clusters Score -4415924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -4415922.500000 Penalty: 3339.055420
	Iteration 148Q: 3 clusters Score -4415922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -4415922.500000 Penalty: 3339.055420
	Iteration 149F: 3 clusters Score -4415922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -150994.671875 Penalty: 1151.050537
	Iteration 0F: 2 clusters Score -150994.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -149472.703125 Penalty: 2302.101074
	Iteration 0F: 3 clusters Score -149472.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -149968.437500 Penalty: 2302.101074
	Iteration 1F: 3 clusters Score -149968.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -150234.828125 Penalty: 2302.101074
	Iteration 2F: 3 clusters Score -150234.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -150409.453125 Penalty: 2302.101074
	Iteration 3F: 3 clusters Score -150409.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -150519.046875 Penalty: 2302.101074
	Iteration 4Q: 3 clusters Score -150519 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -150592.718750 Penalty: 2302.101074
	Iteration 5Q: 3 clusters Score -150592.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -150636.531250 Penalty: 2302.101074
	Iteration 6Q: 3 clusters Score -150636.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -150660.593750 Penalty: 2302.101074
	Iteration 7Q: 3 clusters Score -150660.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -150686.500000 Penalty: 2302.101074
	Iteration 8Q: 3 clusters Score -150686.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -150703.421875 Penalty: 2302.101074
	Iteration 9Q: 3 clusters Score -150703.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -150719.281250 Penalty: 2302.101074
	Iteration 10Q: 3 clusters Score -150719.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -150726.718750 Penalty: 2302.101074
	Iteration 11Q: 3 clusters Score -150726.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -150744.015625 Penalty: 2302.101074
	Iteration 12Q: 3 clusters Score -150744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -150753.781250 Penalty: 2302.101074
	Iteration 13Q: 3 clusters Score -150753.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -150759.578125 Penalty: 2302.101074
	Iteration 14Q: 3 clusters Score -150759.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -150763.656250 Penalty: 2302.101074
	Iteration 15Q: 3 clusters Score -150763.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -150765.046875 Penalty: 2302.101074
	Iteration 16Q: 3 clusters Score -150765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -150770.171875 Penalty: 2302.101074
	Iteration 17Q: 3 clusters Score -150770.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -150770.921875 Penalty: 2302.101074
	Iteration 18Q: 3 clusters Score -150770.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -150773.546875 Penalty: 2302.101074
	Iteration 19Q: 3 clusters Score -150773.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -150773.828125 Penalty: 2302.101074
	Iteration 20F: 3 clusters Score -150773.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -150774.546875 Penalty: 2302.101074
	Iteration 21Q: 3 clusters Score -150774.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -150774.546875 Penalty: 2302.101074
	Iteration 22F: 3 clusters Score -150774.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -80715.250000 Penalty: 1052.257812
	Iteration 0F: 2 clusters Score -80715.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79545.953125 Penalty: 2104.515625
	Iteration 0F: 3 clusters Score -79545.95 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79756.132812 Penalty: 2104.515625
	Iteration 1F: 3 clusters Score -79756.13 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79818.585938 Penalty: 2104.515625
	Iteration 2F: 3 clusters Score -79818.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79866.437500 Penalty: 2104.515625
	Iteration 3Q: 3 clusters Score -79866.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79894.078125 Penalty: 2104.515625
	Iteration 4Q: 3 clusters Score -79894.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -79908.523438 Penalty: 2104.515625
	Iteration 5Q: 3 clusters Score -79908.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79919.390625 Penalty: 2104.515625
	Iteration 6Q: 3 clusters Score -79919.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79921.500000 Penalty: 2104.515625
	Iteration 7Q: 3 clusters Score -79921.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79922.273438 Penalty: 2104.515625
	Iteration 8Q: 3 clusters Score -79922.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79924.320312 Penalty: 2104.515625
	Iteration 9Q: 3 clusters Score -79924.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79925.593750 Penalty: 2104.515625
	Iteration 10Q: 3 clusters Score -79925.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79925.593750 Penalty: 2104.515625
	Iteration 11F: 3 clusters Score -79925.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Entering Unmasked Estep 
Score: -692720.062500 Penalty: 1383.196777
	Iteration 0F: 2 clusters Score -692720.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -688747.062500 Penalty: 2766.393555
	Iteration 0F: 3 clusters Score -688747.1 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -689886.937500 Penalty: 2766.393555
	Iteration 1F: 3 clusters Score -689886.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -690139.062500 Penalty: 2766.393555
	Iteration 2F: 3 clusters Score -690139.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -690326.687500 Penalty: 2766.393555
	Iteration 3F: 3 clusters Score -690326.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -690477.062500 Penalty: 2766.393555
	Iteration 4Q: 3 clusters Score -690477.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -690630.937500 Penalty: 2766.393555
	Iteration 5Q: 3 clusters Score -690630.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -690819.375000 Penalty: 2766.393555
	Iteration 6Q: 3 clusters Score -690819.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -690971.312500 Penalty: 2766.393555
	Iteration 7Q: 3 clusters Score -690971.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -691110.000000 Penalty: 2766.393555
	Iteration 8Q: 3 clusters Score -691110 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -691240.500000 Penalty: 2766.393555
	Iteration 9Q: 3 clusters Score -691240.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -691336.062500 Penalty: 2766.393555
	Iteration 10Q: 3 clusters Score -691336.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -691417.687500 Penalty: 2766.393555
	Iteration 11Q: 3 clusters Score -691417.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -691487.312500 Penalty: 2766.393555
	Iteration 12Q: 3 clusters Score -691487.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -691531.812500 Penalty: 2766.393555
	Iteration 13Q: 3 clusters Score -691531.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -691573.750000 Penalty: 2766.393555
	Iteration 14Q: 3 clusters Score -691573.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -691612.937500 Penalty: 2766.393555
	Iteration 15Q: 3 clusters Score -691612.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -691645.000000 Penalty: 2766.393555
	Iteration 16Q: 3 clusters Score -691645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -691663.562500 Penalty: 2766.393555
	Iteration 17Q: 3 clusters Score -691663.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -691678.375000 Penalty: 2766.393555
	Iteration 18Q: 3 clusters Score -691678.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -691690.687500 Penalty: 2766.393555
	Iteration 19Q: 3 clusters Score -691690.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -691696.562500 Penalty: 2766.393555
	Iteration 20F: 3 clusters Score -691696.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -691701.125000 Penalty: 2766.393555
	Iteration 21Q: 3 clusters Score -691701.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -691703.625000 Penalty: 2766.393555
	Iteration 22Q: 3 clusters Score -691703.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -691707.687500 Penalty: 2766.393555
	Iteration 23Q: 3 clusters Score -691707.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -691708.375000 Penalty: 2766.393555
	Iteration 24Q: 3 clusters Score -691708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -691707.875000 Penalty: 2766.393555
	Iteration 25Q: 3 clusters Score -691707.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -691708.062500 Penalty: 2766.393555
	Iteration 26Q: 3 clusters Score -691708.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -691708.437500 Penalty: 2766.393555
	Iteration 27Q: 3 clusters Score -691708.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -691711.875000 Penalty: 2766.393555
	Iteration 28Q: 3 clusters Score -691711.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -691713.250000 Penalty: 2766.393555
	Iteration 29Q: 3 clusters Score -691713.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -691713.250000 Penalty: 2766.393555
	Iteration 30F: 3 clusters Score -691713.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (14935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Entering Unmasked Estep 
Score: -2213310.750000 Penalty: 1561.862671
	Iteration 0F: 2 clusters Score -2213311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2203090.750000 Penalty: 3123.725342
	Iteration 0F: 3 clusters Score -2203091 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2206600.250000 Penalty: 3123.725342
	Iteration 1F: 3 clusters Score -2206600 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2206907.750000 Penalty: 3123.725342
	Iteration 2F: 3 clusters Score -2206908 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2207141.250000 Penalty: 3123.725342
	Iteration 3Q: 3 clusters Score -2207141 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2207359.500000 Penalty: 3123.725342
	Iteration 4Q: 3 clusters Score -2207360 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2207585.750000 Penalty: 3123.725342
	Iteration 5Q: 3 clusters Score -2207586 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2207804.750000 Penalty: 3123.725342
	Iteration 6Q: 3 clusters Score -2207805 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2208024.500000 Penalty: 3123.725342
	Iteration 7Q: 3 clusters Score -2208024 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2208277.000000 Penalty: 3123.725342
	Iteration 8Q: 3 clusters Score -2208277 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2208508.250000 Penalty: 3123.725342
	Iteration 9Q: 3 clusters Score -2208508 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2208750.500000 Penalty: 3123.725342
	Iteration 10Q: 3 clusters Score -2208750 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2208979.000000 Penalty: 3123.725342
	Iteration 11Q: 3 clusters Score -2208979 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2209170.000000 Penalty: 3123.725342
	Iteration 12Q: 3 clusters Score -2209170 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2209339.750000 Penalty: 3123.725342
	Iteration 13Q: 3 clusters Score -2209340 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2209493.750000 Penalty: 3123.725342
	Iteration 14Q: 3 clusters Score -2209494 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2209610.250000 Penalty: 3123.725342
	Iteration 15Q: 3 clusters Score -2209610 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2209699.250000 Penalty: 3123.725342
	Iteration 16Q: 3 clusters Score -2209699 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2209784.500000 Penalty: 3123.725342
	Iteration 17Q: 3 clusters Score -2209784 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2209854.000000 Penalty: 3123.725342
	Iteration 18Q: 3 clusters Score -2209854 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2209940.500000 Penalty: 3123.725342
	Iteration 19Q: 3 clusters Score -2209940 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2210032.000000 Penalty: 3123.725342
	Iteration 20F: 3 clusters Score -2210032 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2210126.750000 Penalty: 3123.725342
	Iteration 21Q: 3 clusters Score -2210127 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2210259.750000 Penalty: 3123.725342
	Iteration 22Q: 3 clusters Score -2210260 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2210382.250000 Penalty: 3123.725342
	Iteration 23Q: 3 clusters Score -2210382 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2210491.750000 Penalty: 3123.725342
	Iteration 24Q: 3 clusters Score -2210492 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2210617.000000 Penalty: 3123.725342
	Iteration 25Q: 3 clusters Score -2210617 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2210749.750000 Penalty: 3123.725342
	Iteration 26Q: 3 clusters Score -2210750 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2210875.500000 Penalty: 3123.725342
	Iteration 27Q: 3 clusters Score -2210876 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2210979.750000 Penalty: 3123.725342
	Iteration 28Q: 3 clusters Score -2210980 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2211069.750000 Penalty: 3123.725342
	Iteration 29Q: 3 clusters Score -2211070 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2211188.750000 Penalty: 3123.725342
	Iteration 30Q: 3 clusters Score -2211189 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2211314.500000 Penalty: 3123.725342
	Iteration 31Q: 3 clusters Score -2211314 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2211425.250000 Penalty: 3123.725342
	Iteration 32Q: 3 clusters Score -2211425 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2211495.500000 Penalty: 3123.725342
	Iteration 33Q: 3 clusters Score -2211496 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2211548.750000 Penalty: 3123.725342
	Iteration 34Q: 3 clusters Score -2211549 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2211594.000000 Penalty: 3123.725342
	Iteration 35Q: 3 clusters Score -2211594 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2211625.000000 Penalty: 3123.725342
	Iteration 36Q: 3 clusters Score -2211625 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2211672.000000 Penalty: 3123.725342
	Iteration 37Q: 3 clusters Score -2211672 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2211699.750000 Penalty: 3123.725342
	Iteration 38Q: 3 clusters Score -2211700 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2211718.750000 Penalty: 3123.725342
	Iteration 39Q: 3 clusters Score -2211719 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2211741.500000 Penalty: 3123.725342
	Iteration 40F: 3 clusters Score -2211742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2211767.250000 Penalty: 3123.725342
	Iteration 41Q: 3 clusters Score -2211767 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2211786.000000 Penalty: 3123.725342
	Iteration 42Q: 3 clusters Score -2211786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2211801.750000 Penalty: 3123.725342
	Iteration 43Q: 3 clusters Score -2211802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2211818.750000 Penalty: 3123.725342
	Iteration 44Q: 3 clusters Score -2211819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2211838.500000 Penalty: 3123.725342
	Iteration 45Q: 3 clusters Score -2211838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2211846.750000 Penalty: 3123.725342
	Iteration 46Q: 3 clusters Score -2211847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2211856.000000 Penalty: 3123.725342
	Iteration 47Q: 3 clusters Score -2211856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2211866.250000 Penalty: 3123.725342
	Iteration 48Q: 3 clusters Score -2211866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2211875.500000 Penalty: 3123.725342
	Iteration 49Q: 3 clusters Score -2211876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2211886.750000 Penalty: 3123.725342
	Iteration 50Q: 3 clusters Score -2211887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2211894.000000 Penalty: 3123.725342
	Iteration 51Q: 3 clusters Score -2211894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2211901.000000 Penalty: 3123.725342
	Iteration 52Q: 3 clusters Score -2211901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2211899.250000 Penalty: 3123.725342
	Iteration 53Q: 3 clusters Score -2211899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2211907.000000 Penalty: 3123.725342
	Iteration 54Q: 3 clusters Score -2211907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2211909.000000 Penalty: 3123.725342
	Iteration 55Q: 3 clusters Score -2211909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2211910.500000 Penalty: 3123.725342
	Iteration 56Q: 3 clusters Score -2211910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2211909.000000 Penalty: 3123.725342
	Iteration 57Q: 3 clusters Score -2211909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2211909.500000 Penalty: 3123.725342
	Iteration 58Q: 3 clusters Score -2211910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2211908.000000 Penalty: 3123.725342
	Iteration 59Q: 3 clusters Score -2211908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2211908.500000 Penalty: 3123.725342
	Iteration 60F: 3 clusters Score -2211908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2211910.250000 Penalty: 3123.725342
	Iteration 61Q: 3 clusters Score -2211910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2211911.750000 Penalty: 3123.725342
	Iteration 62Q: 3 clusters Score -2211912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2211913.250000 Penalty: 3123.725342
	Iteration 63Q: 3 clusters Score -2211913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2211915.250000 Penalty: 3123.725342
	Iteration 64Q: 3 clusters Score -2211915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2211918.500000 Penalty: 3123.725342
	Iteration 65Q: 3 clusters Score -2211918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2211920.000000 Penalty: 3123.725342
	Iteration 66Q: 3 clusters Score -2211920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2211918.250000 Penalty: 3123.725342
	Iteration 67Q: 3 clusters Score -2211918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2211919.250000 Penalty: 3123.725342
	Iteration 68Q: 3 clusters Score -2211919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2211920.500000 Penalty: 3123.725342
	Iteration 69Q: 3 clusters Score -2211920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2211920.500000 Penalty: 3123.725342
	Iteration 70F: 3 clusters Score -2211920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Entering Unmasked Estep 
Score: -2173487.000000 Penalty: 1554.791016
	Iteration 0F: 2 clusters Score -2173487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2163633.000000 Penalty: 3109.582031
	Iteration 0F: 3 clusters Score -2163633 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2167097.750000 Penalty: 3109.582031
	Iteration 1F: 3 clusters Score -2167098 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2167415.750000 Penalty: 3109.582031
	Iteration 2F: 3 clusters Score -2167416 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2167668.250000 Penalty: 3109.582031
	Iteration 3Q: 3 clusters Score -2167668 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2167905.500000 Penalty: 3109.582031
	Iteration 4Q: 3 clusters Score -2167906 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2168135.250000 Penalty: 3109.582031
	Iteration 5Q: 3 clusters Score -2168135 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2168323.000000 Penalty: 3109.582031
	Iteration 6Q: 3 clusters Score -2168323 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2168523.000000 Penalty: 3109.582031
	Iteration 7Q: 3 clusters Score -2168523 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2168746.500000 Penalty: 3109.582031
	Iteration 8Q: 3 clusters Score -2168746 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2169053.250000 Penalty: 3109.582031
	Iteration 9Q: 3 clusters Score -2169053 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2169401.750000 Penalty: 3109.582031
	Iteration 10Q: 3 clusters Score -2169402 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2169748.000000 Penalty: 3109.582031
	Iteration 11Q: 3 clusters Score -2169748 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2170148.500000 Penalty: 3109.582031
	Iteration 12Q: 3 clusters Score -2170148 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2170500.500000 Penalty: 3109.582031
	Iteration 13Q: 3 clusters Score -2170500 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2170824.000000 Penalty: 3109.582031
	Iteration 14Q: 3 clusters Score -2170824 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2171055.250000 Penalty: 3109.582031
	Iteration 15Q: 3 clusters Score -2171055 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2171223.250000 Penalty: 3109.582031
	Iteration 16Q: 3 clusters Score -2171223 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2171356.250000 Penalty: 3109.582031
	Iteration 17Q: 3 clusters Score -2171356 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2171461.500000 Penalty: 3109.582031
	Iteration 18Q: 3 clusters Score -2171462 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2171550.000000 Penalty: 3109.582031
	Iteration 19Q: 3 clusters Score -2171550 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2171627.500000 Penalty: 3109.582031
	Iteration 20F: 3 clusters Score -2171628 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2171696.750000 Penalty: 3109.582031
	Iteration 21Q: 3 clusters Score -2171697 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2171769.750000 Penalty: 3109.582031
	Iteration 22Q: 3 clusters Score -2171770 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2171841.500000 Penalty: 3109.582031
	Iteration 23Q: 3 clusters Score -2171842 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2171890.750000 Penalty: 3109.582031
	Iteration 24Q: 3 clusters Score -2171891 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2171920.000000 Penalty: 3109.582031
	Iteration 25Q: 3 clusters Score -2171920 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2171936.000000 Penalty: 3109.582031
	Iteration 26Q: 3 clusters Score -2171936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2171959.750000 Penalty: 3109.582031
	Iteration 27Q: 3 clusters Score -2171960 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2171981.750000 Penalty: 3109.582031
	Iteration 28Q: 3 clusters Score -2171982 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2171996.250000 Penalty: 3109.582031
	Iteration 29Q: 3 clusters Score -2171996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2172004.750000 Penalty: 3109.582031
	Iteration 30Q: 3 clusters Score -2172005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2172022.000000 Penalty: 3109.582031
	Iteration 31Q: 3 clusters Score -2172022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2172030.000000 Penalty: 3109.582031
	Iteration 32Q: 3 clusters Score -2172030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2172044.750000 Penalty: 3109.582031
	Iteration 33Q: 3 clusters Score -2172045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2172053.750000 Penalty: 3109.582031
	Iteration 34Q: 3 clusters Score -2172054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2172049.500000 Penalty: 3109.582031
	Iteration 35Q: 3 clusters Score -2172050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2172058.250000 Penalty: 3109.582031
	Iteration 36Q: 3 clusters Score -2172058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2172063.500000 Penalty: 3109.582031
	Iteration 37Q: 3 clusters Score -2172064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2172065.750000 Penalty: 3109.582031
	Iteration 38Q: 3 clusters Score -2172066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2172076.500000 Penalty: 3109.582031
	Iteration 39Q: 3 clusters Score -2172076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2172081.000000 Penalty: 3109.582031
	Iteration 40F: 3 clusters Score -2172081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2172089.000000 Penalty: 3109.582031
	Iteration 41Q: 3 clusters Score -2172089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2172089.500000 Penalty: 3109.582031
	Iteration 42Q: 3 clusters Score -2172090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2172095.500000 Penalty: 3109.582031
	Iteration 43Q: 3 clusters Score -2172096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2172097.000000 Penalty: 3109.582031
	Iteration 44Q: 3 clusters Score -2172097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2172100.000000 Penalty: 3109.582031
	Iteration 45Q: 3 clusters Score -2172100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2172100.000000 Penalty: 3109.582031
	Iteration 46Q: 3 clusters Score -2172100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2172105.250000 Penalty: 3109.582031
	Iteration 47Q: 3 clusters Score -2172105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2172104.500000 Penalty: 3109.582031
	Iteration 48Q: 3 clusters Score -2172104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2172104.750000 Penalty: 3109.582031
	Iteration 49Q: 3 clusters Score -2172105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2172111.000000 Penalty: 3109.582031
	Iteration 50Q: 3 clusters Score -2172111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2172112.750000 Penalty: 3109.582031
	Iteration 51Q: 3 clusters Score -2172113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2172111.500000 Penalty: 3109.582031
	Iteration 52Q: 3 clusters Score -2172112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2172112.500000 Penalty: 3109.582031
	Iteration 53Q: 3 clusters Score -2172112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2172114.250000 Penalty: 3109.582031
	Iteration 54Q: 3 clusters Score -2172114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2172113.500000 Penalty: 3109.582031
	Iteration 55Q: 3 clusters Score -2172114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2172114.500000 Penalty: 3109.582031
	Iteration 56Q: 3 clusters Score -2172114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2172118.250000 Penalty: 3109.582031
	Iteration 57Q: 3 clusters Score -2172118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2172119.250000 Penalty: 3109.582031
	Iteration 58Q: 3 clusters Score -2172119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2172118.500000 Penalty: 3109.582031
	Iteration 59Q: 3 clusters Score -2172118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2172119.250000 Penalty: 3109.582031
	Iteration 60F: 3 clusters Score -2172119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Entering Unmasked Estep 
Score: -519417.406250 Penalty: 1334.806519
	Iteration 0F: 2 clusters Score -519417.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -516307.812500 Penalty: 2669.613037
	Iteration 0F: 3 clusters Score -516307.8 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -517111.000000 Penalty: 2669.613037
	Iteration 1F: 3 clusters Score -517111 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -517338.468750 Penalty: 2669.613037
	Iteration 2F: 3 clusters Score -517338.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -517536.218750 Penalty: 2669.613037
	Iteration 3F: 3 clusters Score -517536.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -517717.125000 Penalty: 2669.613037
	Iteration 4F: 3 clusters Score -517717.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -517837.937500 Penalty: 2669.613037
	Iteration 5Q: 3 clusters Score -517837.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -517925.625000 Penalty: 2669.613037
	Iteration 6Q: 3 clusters Score -517925.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -517991.843750 Penalty: 2669.613037
	Iteration 7Q: 3 clusters Score -517991.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -518041.937500 Penalty: 2669.613037
	Iteration 8Q: 3 clusters Score -518041.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -518097.218750 Penalty: 2669.613037
	Iteration 9Q: 3 clusters Score -518097.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -518147.218750 Penalty: 2669.613037
	Iteration 10Q: 3 clusters Score -518147.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -518188.843750 Penalty: 2669.613037
	Iteration 11Q: 3 clusters Score -518188.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -518219.937500 Penalty: 2669.613037
	Iteration 12Q: 3 clusters Score -518219.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -518249.812500 Penalty: 2669.613037
	Iteration 13Q: 3 clusters Score -518249.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -518278.000000 Penalty: 2669.613037
	Iteration 14Q: 3 clusters Score -518278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -518307.093750 Penalty: 2669.613037
	Iteration 15Q: 3 clusters Score -518307.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -518340.062500 Penalty: 2669.613037
	Iteration 16Q: 3 clusters Score -518340.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -518363.187500 Penalty: 2669.613037
	Iteration 17Q: 3 clusters Score -518363.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -518386.093750 Penalty: 2669.613037
	Iteration 18Q: 3 clusters Score -518386.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -518414.343750 Penalty: 2669.613037
	Iteration 19Q: 3 clusters Score -518414.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -518431.656250 Penalty: 2669.613037
	Iteration 20F: 3 clusters Score -518431.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -518445.625000 Penalty: 2669.613037
	Iteration 21Q: 3 clusters Score -518445.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -518454.562500 Penalty: 2669.613037
	Iteration 22Q: 3 clusters Score -518454.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -518463.312500 Penalty: 2669.613037
	Iteration 23Q: 3 clusters Score -518463.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -518470.906250 Penalty: 2669.613037
	Iteration 24Q: 3 clusters Score -518470.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -518478.218750 Penalty: 2669.613037
	Iteration 25Q: 3 clusters Score -518478.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -518483.906250 Penalty: 2669.613037
	Iteration 26Q: 3 clusters Score -518483.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -518489.093750 Penalty: 2669.613037
	Iteration 27Q: 3 clusters Score -518489.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -518495.500000 Penalty: 2669.613037
	Iteration 28Q: 3 clusters Score -518495.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -518500.843750 Penalty: 2669.613037
	Iteration 29Q: 3 clusters Score -518500.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -518504.406250 Penalty: 2669.613037
	Iteration 30Q: 3 clusters Score -518504.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -518506.156250 Penalty: 2669.613037
	Iteration 31Q: 3 clusters Score -518506.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -518508.093750 Penalty: 2669.613037
	Iteration 32Q: 3 clusters Score -518508.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -518509.500000 Penalty: 2669.613037
	Iteration 33Q: 3 clusters Score -518509.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -518511.843750 Penalty: 2669.613037
	Iteration 34Q: 3 clusters Score -518511.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -518513.062500 Penalty: 2669.613037
	Iteration 35Q: 3 clusters Score -518513.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -518515.531250 Penalty: 2669.613037
	Iteration 36Q: 3 clusters Score -518515.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -518516.531250 Penalty: 2669.613037
	Iteration 37Q: 3 clusters Score -518516.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -518516.656250 Penalty: 2669.613037
	Iteration 38Q: 3 clusters Score -518516.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -518516.937500 Penalty: 2669.613037
	Iteration 39Q: 3 clusters Score -518516.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -518517.500000 Penalty: 2669.613037
	Iteration 40F: 3 clusters Score -518517.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -138012.984375 Penalty: 1135.467163
	Iteration 0F: 2 clusters Score -138013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -136541.312500 Penalty: 2270.934326
	Iteration 0F: 3 clusters Score -136541.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -136877.406250 Penalty: 2270.934326
	Iteration 1F: 3 clusters Score -136877.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -137077.281250 Penalty: 2270.934326
	Iteration 2F: 3 clusters Score -137077.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -137361.781250 Penalty: 2270.934326
	Iteration 3F: 3 clusters Score -137361.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -137634.296875 Penalty: 2270.934326
	Iteration 4F: 3 clusters Score -137634.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -137810.656250 Penalty: 2270.934326
	Iteration 5F: 3 clusters Score -137810.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -137911.578125 Penalty: 2270.934326
	Iteration 6Q: 3 clusters Score -137911.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -137958.109375 Penalty: 2270.934326
	Iteration 7Q: 3 clusters Score -137958.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -137989.781250 Penalty: 2270.934326
	Iteration 8Q: 3 clusters Score -137989.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -138013.062500 Penalty: 2270.934326
	Iteration 9Q: 3 clusters Score -138013.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -138029.000000 Penalty: 2270.934326
	Iteration 10Q: 3 clusters Score -138029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -138036.437500 Penalty: 2270.934326
	Iteration 11Q: 3 clusters Score -138036.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -138043.953125 Penalty: 2270.934326
	Iteration 12Q: 3 clusters Score -138044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -138052.781250 Penalty: 2270.934326
	Iteration 13Q: 3 clusters Score -138052.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -138061.515625 Penalty: 2270.934326
	Iteration 14Q: 3 clusters Score -138061.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -138063.156250 Penalty: 2270.934326
	Iteration 15Q: 3 clusters Score -138063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -138063.656250 Penalty: 2270.934326
	Iteration 16Q: 3 clusters Score -138063.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -138063.656250 Penalty: 2270.934326
	Iteration 17F: 3 clusters Score -138063.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10421 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24593 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12853 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6530 members 
Mstep: Class 37 contains 9511 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14935 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 590 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20683 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14077 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14469 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22942 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Mstep: Class 86 contains 493 members 
Entering Unmasked Estep 
Score: -85934496.000000 Penalty: 185964.312500
Splitting cluster 48 changes total score from -85935520.000000 to -85934496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (6057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Entering Unmasked Estep 
Score: -773065.000000 Penalty: 1415.207642
	Iteration 0F: 2 clusters Score -773065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -768347.000000 Penalty: 2830.415283
	Iteration 0F: 3 clusters Score -768347 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -769831.250000 Penalty: 2830.415283
	Iteration 1F: 3 clusters Score -769831.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -770101.750000 Penalty: 2830.415283
	Iteration 2F: 3 clusters Score -770101.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -770292.437500 Penalty: 2830.415283
	Iteration 3F: 3 clusters Score -770292.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -770452.375000 Penalty: 2830.415283
	Iteration 4Q: 3 clusters Score -770452.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -770594.562500 Penalty: 2830.415283
	Iteration 5Q: 3 clusters Score -770594.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -770738.000000 Penalty: 2830.415283
	Iteration 6Q: 3 clusters Score -770738 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -770893.437500 Penalty: 2830.415283
	Iteration 7Q: 3 clusters Score -770893.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -771056.125000 Penalty: 2830.415283
	Iteration 8Q: 3 clusters Score -771056.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -771219.500000 Penalty: 2830.415283
	Iteration 9Q: 3 clusters Score -771219.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -771345.437500 Penalty: 2830.415283
	Iteration 10Q: 3 clusters Score -771345.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -771432.500000 Penalty: 2830.415283
	Iteration 11Q: 3 clusters Score -771432.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -771514.687500 Penalty: 2830.415283
	Iteration 12Q: 3 clusters Score -771514.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -771579.812500 Penalty: 2830.415283
	Iteration 13Q: 3 clusters Score -771579.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -771630.000000 Penalty: 2830.415283
	Iteration 14Q: 3 clusters Score -771630 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -771670.250000 Penalty: 2830.415283
	Iteration 15Q: 3 clusters Score -771670.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -771695.812500 Penalty: 2830.415283
	Iteration 16Q: 3 clusters Score -771695.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -771719.500000 Penalty: 2830.415283
	Iteration 17Q: 3 clusters Score -771719.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -771739.625000 Penalty: 2830.415283
	Iteration 18Q: 3 clusters Score -771739.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -771764.562500 Penalty: 2830.415283
	Iteration 19Q: 3 clusters Score -771764.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -771783.687500 Penalty: 2830.415283
	Iteration 20F: 3 clusters Score -771783.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -771799.187500 Penalty: 2830.415283
	Iteration 21Q: 3 clusters Score -771799.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -771809.500000 Penalty: 2830.415283
	Iteration 22Q: 3 clusters Score -771809.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -771820.437500 Penalty: 2830.415283
	Iteration 23Q: 3 clusters Score -771820.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -771834.375000 Penalty: 2830.415283
	Iteration 24Q: 3 clusters Score -771834.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -771846.562500 Penalty: 2830.415283
	Iteration 25Q: 3 clusters Score -771846.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -771857.000000 Penalty: 2830.415283
	Iteration 26Q: 3 clusters Score -771857 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -771867.437500 Penalty: 2830.415283
	Iteration 27Q: 3 clusters Score -771867.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -771880.937500 Penalty: 2830.415283
	Iteration 28Q: 3 clusters Score -771880.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -771891.500000 Penalty: 2830.415283
	Iteration 29Q: 3 clusters Score -771891.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -771909.875000 Penalty: 2830.415283
	Iteration 30Q: 3 clusters Score -771909.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -771931.625000 Penalty: 2830.415283
	Iteration 31Q: 3 clusters Score -771931.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -771956.625000 Penalty: 2830.415283
	Iteration 32Q: 3 clusters Score -771956.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -771985.250000 Penalty: 2830.415283
	Iteration 33Q: 3 clusters Score -771985.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -772001.437500 Penalty: 2830.415283
	Iteration 34Q: 3 clusters Score -772001.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -772021.937500 Penalty: 2830.415283
	Iteration 35Q: 3 clusters Score -772021.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -772037.750000 Penalty: 2830.415283
	Iteration 36Q: 3 clusters Score -772037.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -772050.687500 Penalty: 2830.415283
	Iteration 37Q: 3 clusters Score -772050.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -772061.812500 Penalty: 2830.415283
	Iteration 38Q: 3 clusters Score -772061.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -772065.062500 Penalty: 2830.415283
	Iteration 39Q: 3 clusters Score -772065.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -772073.750000 Penalty: 2830.415283
	Iteration 40F: 3 clusters Score -772073.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -772075.875000 Penalty: 2830.415283
	Iteration 41Q: 3 clusters Score -772075.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -772081.937500 Penalty: 2830.415283
	Iteration 42Q: 3 clusters Score -772081.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -772083.937500 Penalty: 2830.415283
	Iteration 43Q: 3 clusters Score -772083.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -772090.250000 Penalty: 2830.415283
	Iteration 44Q: 3 clusters Score -772090.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -772095.500000 Penalty: 2830.415283
	Iteration 45Q: 3 clusters Score -772095.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -772098.500000 Penalty: 2830.415283
	Iteration 46Q: 3 clusters Score -772098.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -772099.812500 Penalty: 2830.415283
	Iteration 47Q: 3 clusters Score -772099.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -772103.812500 Penalty: 2830.415283
	Iteration 48Q: 3 clusters Score -772103.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -772105.750000 Penalty: 2830.415283
	Iteration 49Q: 3 clusters Score -772105.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -772106.437500 Penalty: 2830.415283
	Iteration 50Q: 3 clusters Score -772106.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -772106.437500 Penalty: 2830.415283
	Iteration 51F: 3 clusters Score -772106.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (20683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Entering Unmasked Estep 
Score: -3154130.250000 Penalty: 1614.773438
	Iteration 0F: 2 clusters Score -3154130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -3140805.250000 Penalty: 3229.546875
	Iteration 0F: 3 clusters Score -3140805 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -3145841.750000 Penalty: 3229.546875
	Iteration 1F: 3 clusters Score -3145842 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -3146220.750000 Penalty: 3229.546875
	Iteration 2F: 3 clusters Score -3146221 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3146566.000000 Penalty: 3229.546875
	Iteration 3Q: 3 clusters Score -3146566 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -3146922.500000 Penalty: 3229.546875
	Iteration 4Q: 3 clusters Score -3146922 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -3147276.250000 Penalty: 3229.546875
	Iteration 5Q: 3 clusters Score -3147276 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -3147639.000000 Penalty: 3229.546875
	Iteration 6Q: 3 clusters Score -3147639 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -3147990.000000 Penalty: 3229.546875
	Iteration 7Q: 3 clusters Score -3147990 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -3148445.500000 Penalty: 3229.546875
	Iteration 8Q: 3 clusters Score -3148446 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -3148985.500000 Penalty: 3229.546875
	Iteration 9Q: 3 clusters Score -3148986 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -3149511.500000 Penalty: 3229.546875
	Iteration 10Q: 3 clusters Score -3149512 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -3150003.250000 Penalty: 3229.546875
	Iteration 11Q: 3 clusters Score -3150003 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -3150326.500000 Penalty: 3229.546875
	Iteration 12Q: 3 clusters Score -3150326 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3150516.500000 Penalty: 3229.546875
	Iteration 13Q: 3 clusters Score -3150516 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -3150606.750000 Penalty: 3229.546875
	Iteration 14Q: 3 clusters Score -3150607 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -3150660.750000 Penalty: 3229.546875
	Iteration 15Q: 3 clusters Score -3150661 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3150712.250000 Penalty: 3229.546875
	Iteration 16Q: 3 clusters Score -3150712 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -3150760.750000 Penalty: 3229.546875
	Iteration 17Q: 3 clusters Score -3150761 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -3150816.000000 Penalty: 3229.546875
	Iteration 18Q: 3 clusters Score -3150816 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -3150878.250000 Penalty: 3229.546875
	Iteration 19Q: 3 clusters Score -3150878 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3150950.750000 Penalty: 3229.546875
	Iteration 20F: 3 clusters Score -3150951 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -3151036.750000 Penalty: 3229.546875
	Iteration 21Q: 3 clusters Score -3151037 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -3151126.250000 Penalty: 3229.546875
	Iteration 22Q: 3 clusters Score -3151126 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -3151219.750000 Penalty: 3229.546875
	Iteration 23Q: 3 clusters Score -3151220 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -3151334.000000 Penalty: 3229.546875
	Iteration 24Q: 3 clusters Score -3151334 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3151469.250000 Penalty: 3229.546875
	Iteration 25Q: 3 clusters Score -3151469 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -3151625.500000 Penalty: 3229.546875
	Iteration 26Q: 3 clusters Score -3151626 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -3151785.500000 Penalty: 3229.546875
	Iteration 27Q: 3 clusters Score -3151786 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -3151966.250000 Penalty: 3229.546875
	Iteration 28Q: 3 clusters Score -3151966 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -3152114.250000 Penalty: 3229.546875
	Iteration 29Q: 3 clusters Score -3152114 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -3152245.000000 Penalty: 3229.546875
	Iteration 30Q: 3 clusters Score -3152245 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -3152374.500000 Penalty: 3229.546875
	Iteration 31Q: 3 clusters Score -3152374 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -3152467.000000 Penalty: 3229.546875
	Iteration 32Q: 3 clusters Score -3152467 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3152549.000000 Penalty: 3229.546875
	Iteration 33Q: 3 clusters Score -3152549 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -3152624.000000 Penalty: 3229.546875
	Iteration 34Q: 3 clusters Score -3152624 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3152661.000000 Penalty: 3229.546875
	Iteration 35Q: 3 clusters Score -3152661 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -3152693.750000 Penalty: 3229.546875
	Iteration 36Q: 3 clusters Score -3152694 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -3152715.750000 Penalty: 3229.546875
	Iteration 37Q: 3 clusters Score -3152716 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -3152744.750000 Penalty: 3229.546875
	Iteration 38Q: 3 clusters Score -3152745 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -3152742.500000 Penalty: 3229.546875
	Iteration 39Q: 3 clusters Score -3152742 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -3152770.500000 Penalty: 3229.546875
	Iteration 40F: 3 clusters Score -3152770 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3152790.750000 Penalty: 3229.546875
	Iteration 41Q: 3 clusters Score -3152791 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3152798.250000 Penalty: 3229.546875
	Iteration 42Q: 3 clusters Score -3152798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -3152808.500000 Penalty: 3229.546875
	Iteration 43Q: 3 clusters Score -3152808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -3152808.750000 Penalty: 3229.546875
	Iteration 44Q: 3 clusters Score -3152809 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3152803.000000 Penalty: 3229.546875
	Iteration 45Q: 3 clusters Score -3152803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -3152804.000000 Penalty: 3229.546875
	Iteration 46Q: 3 clusters Score -3152804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -3152801.500000 Penalty: 3229.546875
	Iteration 47Q: 3 clusters Score -3152802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -3152805.250000 Penalty: 3229.546875
	Iteration 48Q: 3 clusters Score -3152805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -3152811.000000 Penalty: 3229.546875
	Iteration 49Q: 3 clusters Score -3152811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -3152807.250000 Penalty: 3229.546875
	Iteration 50Q: 3 clusters Score -3152807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -3152812.000000 Penalty: 3229.546875
	Iteration 51Q: 3 clusters Score -3152812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -3152811.250000 Penalty: 3229.546875
	Iteration 52Q: 3 clusters Score -3152811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -3152809.750000 Penalty: 3229.546875
	Iteration 53Q: 3 clusters Score -3152810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -3152816.750000 Penalty: 3229.546875
	Iteration 54Q: 3 clusters Score -3152817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -3152812.750000 Penalty: 3229.546875
	Iteration 55Q: 3 clusters Score -3152813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -3152811.500000 Penalty: 3229.546875
	Iteration 56Q: 3 clusters Score -3152812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -3152813.750000 Penalty: 3229.546875
	Iteration 57Q: 3 clusters Score -3152814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -3152815.750000 Penalty: 3229.546875
	Iteration 58Q: 3 clusters Score -3152816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -3152817.250000 Penalty: 3229.546875
	Iteration 59Q: 3 clusters Score -3152817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -3152820.250000 Penalty: 3229.546875
	Iteration 60F: 3 clusters Score -3152820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -3152818.000000 Penalty: 3229.546875
	Iteration 61Q: 3 clusters Score -3152818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -3152820.250000 Penalty: 3229.546875
	Iteration 62Q: 3 clusters Score -3152820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -3152819.750000 Penalty: 3229.546875
	Iteration 63Q: 3 clusters Score -3152820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -3152819.750000 Penalty: 3229.546875
	Iteration 64Q: 3 clusters Score -3152820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -3152824.000000 Penalty: 3229.546875
	Iteration 65Q: 3 clusters Score -3152824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -3152823.500000 Penalty: 3229.546875
	Iteration 66Q: 3 clusters Score -3152824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3152824.250000 Penalty: 3229.546875
	Iteration 67Q: 3 clusters Score -3152824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -3152822.000000 Penalty: 3229.546875
	Iteration 68Q: 3 clusters Score -3152822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -3152817.250000 Penalty: 3229.546875
	Iteration 69Q: 3 clusters Score -3152817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3152818.750000 Penalty: 3229.546875
	Iteration 70Q: 3 clusters Score -3152819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -3152821.500000 Penalty: 3229.546875
	Iteration 71Q: 3 clusters Score -3152822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3152822.000000 Penalty: 3229.546875
	Iteration 72Q: 3 clusters Score -3152822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -3152816.750000 Penalty: 3229.546875
	Iteration 73Q: 3 clusters Score -3152817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3152819.250000 Penalty: 3229.546875
	Iteration 74Q: 3 clusters Score -3152819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3152819.250000 Penalty: 3229.546875
	Iteration 75Q: 3 clusters Score -3152819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -3152816.750000 Penalty: 3229.546875
	Iteration 76Q: 3 clusters Score -3152817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -3152821.250000 Penalty: 3229.546875
	Iteration 77Q: 3 clusters Score -3152821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -3152824.250000 Penalty: 3229.546875
	Iteration 78Q: 3 clusters Score -3152824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3152819.500000 Penalty: 3229.546875
	Iteration 79Q: 3 clusters Score -3152820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -3152817.500000 Penalty: 3229.546875
	Iteration 80F: 3 clusters Score -3152818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -3152816.000000 Penalty: 3229.546875
	Iteration 81Q: 3 clusters Score -3152816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -3152822.000000 Penalty: 3229.546875
	Iteration 82Q: 3 clusters Score -3152822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -3152818.250000 Penalty: 3229.546875
	Iteration 83Q: 3 clusters Score -3152818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -3152818.250000 Penalty: 3229.546875
	Iteration 84Q: 3 clusters Score -3152818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -3152817.500000 Penalty: 3229.546875
	Iteration 85Q: 3 clusters Score -3152818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -3152819.250000 Penalty: 3229.546875
	Iteration 86Q: 3 clusters Score -3152819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -3152817.000000 Penalty: 3229.546875
	Iteration 87Q: 3 clusters Score -3152817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3152822.000000 Penalty: 3229.546875
	Iteration 88Q: 3 clusters Score -3152822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -3152820.500000 Penalty: 3229.546875
	Iteration 89Q: 3 clusters Score -3152820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3152820.750000 Penalty: 3229.546875
	Iteration 90Q: 3 clusters Score -3152821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -3152821.250000 Penalty: 3229.546875
	Iteration 91Q: 3 clusters Score -3152821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -3152823.500000 Penalty: 3229.546875
	Iteration 92Q: 3 clusters Score -3152824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -3152825.500000 Penalty: 3229.546875
	Iteration 93Q: 3 clusters Score -3152826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -3152826.000000 Penalty: 3229.546875
	Iteration 94Q: 3 clusters Score -3152826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3152825.500000 Penalty: 3229.546875
	Iteration 95Q: 3 clusters Score -3152826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -3152827.500000 Penalty: 3229.546875
	Iteration 96Q: 3 clusters Score -3152828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -3152830.000000 Penalty: 3229.546875
	Iteration 97Q: 3 clusters Score -3152830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -3152830.750000 Penalty: 3229.546875
	Iteration 98Q: 3 clusters Score -3152831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3152831.000000 Penalty: 3229.546875
	Iteration 99Q: 3 clusters Score -3152831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3152831.000000 Penalty: 3229.546875
	Iteration 100F: 3 clusters Score -3152831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -3152829.750000 Penalty: 3229.546875
	Iteration 101Q: 3 clusters Score -3152830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -3152825.500000 Penalty: 3229.546875
	Iteration 102Q: 3 clusters Score -3152826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -3152822.500000 Penalty: 3229.546875
	Iteration 103Q: 3 clusters Score -3152822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -3152825.750000 Penalty: 3229.546875
	Iteration 104Q: 3 clusters Score -3152826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -3152825.500000 Penalty: 3229.546875
	Iteration 105Q: 3 clusters Score -3152826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -3152827.250000 Penalty: 3229.546875
	Iteration 106Q: 3 clusters Score -3152827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -3152831.750000 Penalty: 3229.546875
	Iteration 107Q: 3 clusters Score -3152832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3152826.750000 Penalty: 3229.546875
	Iteration 108Q: 3 clusters Score -3152827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3152826.750000 Penalty: 3229.546875
	Iteration 109F: 3 clusters Score -3152827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -135935.203125 Penalty: 1122.347656
	Iteration 0F: 2 clusters Score -135935.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -134507.562500 Penalty: 2244.695312
	Iteration 0F: 3 clusters Score -134507.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -134781.875000 Penalty: 2244.695312
	Iteration 1F: 3 clusters Score -134781.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -134867.625000 Penalty: 2244.695312
	Iteration 2F: 3 clusters Score -134867.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -134920.765625 Penalty: 2244.695312
	Iteration 3Q: 3 clusters Score -134920.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -134961.640625 Penalty: 2244.695312
	Iteration 4Q: 3 clusters Score -134961.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -134986.015625 Penalty: 2244.695312
	Iteration 5Q: 3 clusters Score -134986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -135006.625000 Penalty: 2244.695312
	Iteration 6Q: 3 clusters Score -135006.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -135026.937500 Penalty: 2244.695312
	Iteration 7Q: 3 clusters Score -135026.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -135051.609375 Penalty: 2244.695312
	Iteration 8Q: 3 clusters Score -135051.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -135083.484375 Penalty: 2244.695312
	Iteration 9Q: 3 clusters Score -135083.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -135111.375000 Penalty: 2244.695312
	Iteration 10Q: 3 clusters Score -135111.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -135126.890625 Penalty: 2244.695312
	Iteration 11Q: 3 clusters Score -135126.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -135140.203125 Penalty: 2244.695312
	Iteration 12Q: 3 clusters Score -135140.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -135150.281250 Penalty: 2244.695312
	Iteration 13Q: 3 clusters Score -135150.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -135156.781250 Penalty: 2244.695312
	Iteration 14Q: 3 clusters Score -135156.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -135162.375000 Penalty: 2244.695312
	Iteration 15Q: 3 clusters Score -135162.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -135171.906250 Penalty: 2244.695312
	Iteration 16Q: 3 clusters Score -135171.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -135181.375000 Penalty: 2244.695312
	Iteration 17Q: 3 clusters Score -135181.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -135187.484375 Penalty: 2244.695312
	Iteration 18Q: 3 clusters Score -135187.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -135189.765625 Penalty: 2244.695312
	Iteration 19Q: 3 clusters Score -135189.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -135193.140625 Penalty: 2244.695312
	Iteration 20F: 3 clusters Score -135193.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -135195.812500 Penalty: 2244.695312
	Iteration 21Q: 3 clusters Score -135195.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -135200.359375 Penalty: 2244.695312
	Iteration 22Q: 3 clusters Score -135200.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -135205.328125 Penalty: 2244.695312
	Iteration 23Q: 3 clusters Score -135205.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -135206.031250 Penalty: 2244.695312
	Iteration 24Q: 3 clusters Score -135206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -135208.375000 Penalty: 2244.695312
	Iteration 25Q: 3 clusters Score -135208.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -135215.593750 Penalty: 2244.695312
	Iteration 26Q: 3 clusters Score -135215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -135217.234375 Penalty: 2244.695312
	Iteration 27Q: 3 clusters Score -135217.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -135217.812500 Penalty: 2244.695312
	Iteration 28Q: 3 clusters Score -135217.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -135217.812500 Penalty: 2244.695312
	Iteration 29F: 3 clusters Score -135217.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Entering Unmasked Estep 
Score: -327568.437500 Penalty: 1270.233276
	Iteration 0F: 2 clusters Score -327568.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -325138.437500 Penalty: 2540.466553
	Iteration 0F: 3 clusters Score -325138.4 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -325787.562500 Penalty: 2540.466553
	Iteration 1F: 3 clusters Score -325787.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -326005.281250 Penalty: 2540.466553
	Iteration 2F: 3 clusters Score -326005.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -326168.656250 Penalty: 2540.466553
	Iteration 3F: 3 clusters Score -326168.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -326260.562500 Penalty: 2540.466553
	Iteration 4Q: 3 clusters Score -326260.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -326326.000000 Penalty: 2540.466553
	Iteration 5Q: 3 clusters Score -326326 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -326389.343750 Penalty: 2540.466553
	Iteration 6Q: 3 clusters Score -326389.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -326443.406250 Penalty: 2540.466553
	Iteration 7Q: 3 clusters Score -326443.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -326486.468750 Penalty: 2540.466553
	Iteration 8Q: 3 clusters Score -326486.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -326523.062500 Penalty: 2540.466553
	Iteration 9Q: 3 clusters Score -326523.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -326550.468750 Penalty: 2540.466553
	Iteration 10Q: 3 clusters Score -326550.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -326579.031250 Penalty: 2540.466553
	Iteration 11Q: 3 clusters Score -326579 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -326609.437500 Penalty: 2540.466553
	Iteration 12Q: 3 clusters Score -326609.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -326631.062500 Penalty: 2540.466553
	Iteration 13Q: 3 clusters Score -326631.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -326647.187500 Penalty: 2540.466553
	Iteration 14Q: 3 clusters Score -326647.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -326651.593750 Penalty: 2540.466553
	Iteration 15Q: 3 clusters Score -326651.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -326657.375000 Penalty: 2540.466553
	Iteration 16Q: 3 clusters Score -326657.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -326660.375000 Penalty: 2540.466553
	Iteration 17Q: 3 clusters Score -326660.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -326662.187500 Penalty: 2540.466553
	Iteration 18Q: 3 clusters Score -326662.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -326663.968750 Penalty: 2540.466553
	Iteration 19Q: 3 clusters Score -326664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -326666.125000 Penalty: 2540.466553
	Iteration 20F: 3 clusters Score -326666.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -326666.093750 Penalty: 2540.466553
	Iteration 21Q: 3 clusters Score -326666.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -326666.093750 Penalty: 2540.466553
	Iteration 22F: 3 clusters Score -326666.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -18708.947266 Penalty: 836.467834
	Iteration 0F: 2 clusters Score -18708.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18051.253906 Penalty: 1672.935669
	Iteration 0F: 3 clusters Score -18051.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18142.699219 Penalty: 1672.935669
	Iteration 1F: 3 clusters Score -18142.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18187.962891 Penalty: 1672.935669
	Iteration 2F: 3 clusters Score -18187.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18230.308594 Penalty: 1672.935669
	Iteration 3Q: 3 clusters Score -18230.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18239.396484 Penalty: 1672.935669
	Iteration 4Q: 3 clusters Score -18239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18244.822266 Penalty: 1672.935669
	Iteration 5Q: 3 clusters Score -18244.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18251.708984 Penalty: 1672.935669
	Iteration 6Q: 3 clusters Score -18251.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18251.708984 Penalty: 1672.935669
	Iteration 7F: 3 clusters Score -18251.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Entering Unmasked Estep 
Score: -303246.250000 Penalty: 1251.592041
	Iteration 0F: 2 clusters Score -303246.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -301029.750000 Penalty: 2503.184082
	Iteration 0F: 3 clusters Score -301029.8 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -301470.562500 Penalty: 2503.184082
	Iteration 1F: 3 clusters Score -301470.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -301590.500000 Penalty: 2503.184082
	Iteration 2F: 3 clusters Score -301590.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -301675.218750 Penalty: 2503.184082
	Iteration 3F: 3 clusters Score -301675.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -301725.031250 Penalty: 2503.184082
	Iteration 4Q: 3 clusters Score -301725 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -301772.875000 Penalty: 2503.184082
	Iteration 5Q: 3 clusters Score -301772.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -301816.031250 Penalty: 2503.184082
	Iteration 6Q: 3 clusters Score -301816 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -301863.656250 Penalty: 2503.184082
	Iteration 7Q: 3 clusters Score -301863.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -301921.437500 Penalty: 2503.184082
	Iteration 8Q: 3 clusters Score -301921.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -301949.312500 Penalty: 2503.184082
	Iteration 9Q: 3 clusters Score -301949.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -301970.687500 Penalty: 2503.184082
	Iteration 10Q: 3 clusters Score -301970.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -301987.375000 Penalty: 2503.184082
	Iteration 11Q: 3 clusters Score -301987.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -302013.187500 Penalty: 2503.184082
	Iteration 12Q: 3 clusters Score -302013.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -302037.781250 Penalty: 2503.184082
	Iteration 13Q: 3 clusters Score -302037.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -302068.875000 Penalty: 2503.184082
	Iteration 14Q: 3 clusters Score -302068.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -302093.187500 Penalty: 2503.184082
	Iteration 15Q: 3 clusters Score -302093.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -302116.218750 Penalty: 2503.184082
	Iteration 16Q: 3 clusters Score -302116.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -302126.062500 Penalty: 2503.184082
	Iteration 17Q: 3 clusters Score -302126.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -302134.375000 Penalty: 2503.184082
	Iteration 18Q: 3 clusters Score -302134.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -302142.843750 Penalty: 2503.184082
	Iteration 19Q: 3 clusters Score -302142.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -302146.125000 Penalty: 2503.184082
	Iteration 20F: 3 clusters Score -302146.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -302148.843750 Penalty: 2503.184082
	Iteration 21Q: 3 clusters Score -302148.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -302150.437500 Penalty: 2503.184082
	Iteration 22Q: 3 clusters Score -302150.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -302153.656250 Penalty: 2503.184082
	Iteration 23Q: 3 clusters Score -302153.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -302163.468750 Penalty: 2503.184082
	Iteration 24Q: 3 clusters Score -302163.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -302169.906250 Penalty: 2503.184082
	Iteration 25Q: 3 clusters Score -302169.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -302180.312500 Penalty: 2503.184082
	Iteration 26Q: 3 clusters Score -302180.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -302190.718750 Penalty: 2503.184082
	Iteration 27Q: 3 clusters Score -302190.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -302200.625000 Penalty: 2503.184082
	Iteration 28Q: 3 clusters Score -302200.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -302205.343750 Penalty: 2503.184082
	Iteration 29Q: 3 clusters Score -302205.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -302207.843750 Penalty: 2503.184082
	Iteration 30Q: 3 clusters Score -302207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -302210.312500 Penalty: 2503.184082
	Iteration 31Q: 3 clusters Score -302210.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -302212.031250 Penalty: 2503.184082
	Iteration 32Q: 3 clusters Score -302212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -302214.375000 Penalty: 2503.184082
	Iteration 33Q: 3 clusters Score -302214.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -302215.531250 Penalty: 2503.184082
	Iteration 34Q: 3 clusters Score -302215.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -302218.218750 Penalty: 2503.184082
	Iteration 35Q: 3 clusters Score -302218.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -302221.125000 Penalty: 2503.184082
	Iteration 36Q: 3 clusters Score -302221.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -302223.968750 Penalty: 2503.184082
	Iteration 37Q: 3 clusters Score -302224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -302226.031250 Penalty: 2503.184082
	Iteration 38Q: 3 clusters Score -302226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -302227.406250 Penalty: 2503.184082
	Iteration 39Q: 3 clusters Score -302227.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -302227.906250 Penalty: 2503.184082
	Iteration 40F: 3 clusters Score -302227.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -302228.375000 Penalty: 2503.184082
	Iteration 41Q: 3 clusters Score -302228.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -302229.093750 Penalty: 2503.184082
	Iteration 42Q: 3 clusters Score -302229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -302229.562500 Penalty: 2503.184082
	Iteration 43Q: 3 clusters Score -302229.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -302229.781250 Penalty: 2503.184082
	Iteration 44Q: 3 clusters Score -302229.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -302229.781250 Penalty: 2503.184082
	Iteration 45F: 3 clusters Score -302229.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (13278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Entering Unmasked Estep 
Score: -2018142.750000 Penalty: 1542.752930
	Iteration 0F: 2 clusters Score -2018143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2009061.375000 Penalty: 3085.505859
	Iteration 0F: 3 clusters Score -2009061 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2012208.125000 Penalty: 3085.505859
	Iteration 1F: 3 clusters Score -2012208 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2012500.750000 Penalty: 3085.505859
	Iteration 2F: 3 clusters Score -2012501 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2012739.750000 Penalty: 3085.505859
	Iteration 3Q: 3 clusters Score -2012740 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2012956.500000 Penalty: 3085.505859
	Iteration 4Q: 3 clusters Score -2012956 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2013205.875000 Penalty: 3085.505859
	Iteration 5Q: 3 clusters Score -2013206 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2013476.250000 Penalty: 3085.505859
	Iteration 6Q: 3 clusters Score -2013476 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2013801.375000 Penalty: 3085.505859
	Iteration 7Q: 3 clusters Score -2013801 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2014210.875000 Penalty: 3085.505859
	Iteration 8F: 3 clusters Score -2014211 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2014712.250000 Penalty: 3085.505859
	Iteration 9F: 3 clusters Score -2014712 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2015293.375000 Penalty: 3085.505859
	Iteration 10F: 3 clusters Score -2015293 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2015779.125000 Penalty: 3085.505859
	Iteration 11Q: 3 clusters Score -2015779 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2016115.125000 Penalty: 3085.505859
	Iteration 12Q: 3 clusters Score -2016115 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2016370.625000 Penalty: 3085.505859
	Iteration 13Q: 3 clusters Score -2016371 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2016510.625000 Penalty: 3085.505859
	Iteration 14Q: 3 clusters Score -2016511 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2016581.000000 Penalty: 3085.505859
	Iteration 15Q: 3 clusters Score -2016581 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2016640.500000 Penalty: 3085.505859
	Iteration 16Q: 3 clusters Score -2016640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2016677.250000 Penalty: 3085.505859
	Iteration 17Q: 3 clusters Score -2016677 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2016705.875000 Penalty: 3085.505859
	Iteration 18Q: 3 clusters Score -2016706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2016730.250000 Penalty: 3085.505859
	Iteration 19Q: 3 clusters Score -2016730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2016758.375000 Penalty: 3085.505859
	Iteration 20F: 3 clusters Score -2016758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2016776.250000 Penalty: 3085.505859
	Iteration 21Q: 3 clusters Score -2016776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2016786.500000 Penalty: 3085.505859
	Iteration 22Q: 3 clusters Score -2016786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2016790.750000 Penalty: 3085.505859
	Iteration 23Q: 3 clusters Score -2016791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2016796.750000 Penalty: 3085.505859
	Iteration 24Q: 3 clusters Score -2016797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2016799.875000 Penalty: 3085.505859
	Iteration 25Q: 3 clusters Score -2016800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2016801.875000 Penalty: 3085.505859
	Iteration 26Q: 3 clusters Score -2016802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2016803.125000 Penalty: 3085.505859
	Iteration 27Q: 3 clusters Score -2016803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2016805.375000 Penalty: 3085.505859
	Iteration 28Q: 3 clusters Score -2016805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2016807.750000 Penalty: 3085.505859
	Iteration 29Q: 3 clusters Score -2016808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2016808.125000 Penalty: 3085.505859
	Iteration 30Q: 3 clusters Score -2016808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2016808.125000 Penalty: 3085.505859
	Iteration 31F: 3 clusters Score -2016808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (11837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Entering Unmasked Estep 
Score: -1726752.750000 Penalty: 1524.085083
	Iteration 0F: 2 clusters Score -1726753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1718495.875000 Penalty: 3048.170166
	Iteration 0F: 3 clusters Score -1718496 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1721248.625000 Penalty: 3048.170166
	Iteration 1F: 3 clusters Score -1721249 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1721641.375000 Penalty: 3048.170166
	Iteration 2F: 3 clusters Score -1721641 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1722023.875000 Penalty: 3048.170166
	Iteration 3F: 3 clusters Score -1722024 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1722314.500000 Penalty: 3048.170166
	Iteration 4F: 3 clusters Score -1722314 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1722601.625000 Penalty: 3048.170166
	Iteration 5Q: 3 clusters Score -1722602 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1722851.625000 Penalty: 3048.170166
	Iteration 6Q: 3 clusters Score -1722852 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1723061.375000 Penalty: 3048.170166
	Iteration 7Q: 3 clusters Score -1723061 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1723201.625000 Penalty: 3048.170166
	Iteration 8Q: 3 clusters Score -1723202 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1723334.375000 Penalty: 3048.170166
	Iteration 9Q: 3 clusters Score -1723334 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1723478.000000 Penalty: 3048.170166
	Iteration 10Q: 3 clusters Score -1723478 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1723611.000000 Penalty: 3048.170166
	Iteration 11Q: 3 clusters Score -1723611 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1723727.250000 Penalty: 3048.170166
	Iteration 12Q: 3 clusters Score -1723727 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1723851.625000 Penalty: 3048.170166
	Iteration 13Q: 3 clusters Score -1723852 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1723956.125000 Penalty: 3048.170166
	Iteration 14Q: 3 clusters Score -1723956 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1724054.375000 Penalty: 3048.170166
	Iteration 15Q: 3 clusters Score -1724054 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1724146.375000 Penalty: 3048.170166
	Iteration 16Q: 3 clusters Score -1724146 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1724210.250000 Penalty: 3048.170166
	Iteration 17Q: 3 clusters Score -1724210 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1724262.375000 Penalty: 3048.170166
	Iteration 18Q: 3 clusters Score -1724262 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1724299.750000 Penalty: 3048.170166
	Iteration 19Q: 3 clusters Score -1724300 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1724338.250000 Penalty: 3048.170166
	Iteration 20F: 3 clusters Score -1724338 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1724373.750000 Penalty: 3048.170166
	Iteration 21Q: 3 clusters Score -1724374 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1724400.250000 Penalty: 3048.170166
	Iteration 22Q: 3 clusters Score -1724400 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1724438.125000 Penalty: 3048.170166
	Iteration 23Q: 3 clusters Score -1724438 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1724468.750000 Penalty: 3048.170166
	Iteration 24Q: 3 clusters Score -1724469 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1724507.125000 Penalty: 3048.170166
	Iteration 25Q: 3 clusters Score -1724507 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1724548.625000 Penalty: 3048.170166
	Iteration 26Q: 3 clusters Score -1724549 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1724585.375000 Penalty: 3048.170166
	Iteration 27Q: 3 clusters Score -1724585 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1724638.750000 Penalty: 3048.170166
	Iteration 28Q: 3 clusters Score -1724639 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1724680.625000 Penalty: 3048.170166
	Iteration 29Q: 3 clusters Score -1724681 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1724724.875000 Penalty: 3048.170166
	Iteration 30Q: 3 clusters Score -1724725 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1724770.625000 Penalty: 3048.170166
	Iteration 31Q: 3 clusters Score -1724771 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1724824.250000 Penalty: 3048.170166
	Iteration 32Q: 3 clusters Score -1724824 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1724871.000000 Penalty: 3048.170166
	Iteration 33Q: 3 clusters Score -1724871 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1724911.000000 Penalty: 3048.170166
	Iteration 34Q: 3 clusters Score -1724911 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1724953.250000 Penalty: 3048.170166
	Iteration 35Q: 3 clusters Score -1724953 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1724988.000000 Penalty: 3048.170166
	Iteration 36Q: 3 clusters Score -1724988 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1725011.375000 Penalty: 3048.170166
	Iteration 37Q: 3 clusters Score -1725011 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1725032.125000 Penalty: 3048.170166
	Iteration 38Q: 3 clusters Score -1725032 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1725048.000000 Penalty: 3048.170166
	Iteration 39Q: 3 clusters Score -1725048 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1725064.250000 Penalty: 3048.170166
	Iteration 40F: 3 clusters Score -1725064 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1725079.750000 Penalty: 3048.170166
	Iteration 41Q: 3 clusters Score -1725080 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1725094.375000 Penalty: 3048.170166
	Iteration 42Q: 3 clusters Score -1725094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1725102.750000 Penalty: 3048.170166
	Iteration 43Q: 3 clusters Score -1725103 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1725113.875000 Penalty: 3048.170166
	Iteration 44Q: 3 clusters Score -1725114 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1725124.750000 Penalty: 3048.170166
	Iteration 45Q: 3 clusters Score -1725125 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1725143.250000 Penalty: 3048.170166
	Iteration 46Q: 3 clusters Score -1725143 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1725154.375000 Penalty: 3048.170166
	Iteration 47Q: 3 clusters Score -1725154 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1725175.375000 Penalty: 3048.170166
	Iteration 48Q: 3 clusters Score -1725175 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1725186.750000 Penalty: 3048.170166
	Iteration 49Q: 3 clusters Score -1725187 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1725194.000000 Penalty: 3048.170166
	Iteration 50Q: 3 clusters Score -1725194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1725200.250000 Penalty: 3048.170166
	Iteration 51Q: 3 clusters Score -1725200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1725213.125000 Penalty: 3048.170166
	Iteration 52Q: 3 clusters Score -1725213 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1725224.625000 Penalty: 3048.170166
	Iteration 53Q: 3 clusters Score -1725225 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1725233.250000 Penalty: 3048.170166
	Iteration 54Q: 3 clusters Score -1725233 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1725238.875000 Penalty: 3048.170166
	Iteration 55Q: 3 clusters Score -1725239 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1725246.625000 Penalty: 3048.170166
	Iteration 56Q: 3 clusters Score -1725247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1725248.500000 Penalty: 3048.170166
	Iteration 57Q: 3 clusters Score -1725248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1725257.375000 Penalty: 3048.170166
	Iteration 58Q: 3 clusters Score -1725257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1725262.500000 Penalty: 3048.170166
	Iteration 59Q: 3 clusters Score -1725262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1725269.875000 Penalty: 3048.170166
	Iteration 60F: 3 clusters Score -1725270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1725283.250000 Penalty: 3048.170166
	Iteration 61Q: 3 clusters Score -1725283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1725295.500000 Penalty: 3048.170166
	Iteration 62Q: 3 clusters Score -1725296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1725298.625000 Penalty: 3048.170166
	Iteration 63Q: 3 clusters Score -1725299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1725302.875000 Penalty: 3048.170166
	Iteration 64Q: 3 clusters Score -1725303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1725306.750000 Penalty: 3048.170166
	Iteration 65Q: 3 clusters Score -1725307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1725306.500000 Penalty: 3048.170166
	Iteration 66Q: 3 clusters Score -1725306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1725303.500000 Penalty: 3048.170166
	Iteration 67Q: 3 clusters Score -1725304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1725305.375000 Penalty: 3048.170166
	Iteration 68Q: 3 clusters Score -1725305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1725307.250000 Penalty: 3048.170166
	Iteration 69Q: 3 clusters Score -1725307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1725308.875000 Penalty: 3048.170166
	Iteration 70Q: 3 clusters Score -1725309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1725310.125000 Penalty: 3048.170166
	Iteration 71Q: 3 clusters Score -1725310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1725308.625000 Penalty: 3048.170166
	Iteration 72Q: 3 clusters Score -1725309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1725312.000000 Penalty: 3048.170166
	Iteration 73Q: 3 clusters Score -1725312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1725311.125000 Penalty: 3048.170166
	Iteration 74Q: 3 clusters Score -1725311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1725316.750000 Penalty: 3048.170166
	Iteration 75Q: 3 clusters Score -1725317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1725317.375000 Penalty: 3048.170166
	Iteration 76Q: 3 clusters Score -1725317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1725316.125000 Penalty: 3048.170166
	Iteration 77Q: 3 clusters Score -1725316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1725317.250000 Penalty: 3048.170166
	Iteration 78Q: 3 clusters Score -1725317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1725317.375000 Penalty: 3048.170166
	Iteration 79Q: 3 clusters Score -1725317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1725317.375000 Penalty: 3048.170166
	Iteration 80F: 3 clusters Score -1725317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -69403.281250 Penalty: 1018.111450
	Iteration 0F: 2 clusters Score -69403.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68371.257812 Penalty: 2036.222900
	Iteration 0F: 3 clusters Score -68371.26 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68665.664062 Penalty: 2036.222900
	Iteration 1F: 3 clusters Score -68665.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68873.320312 Penalty: 2036.222900
	Iteration 2F: 3 clusters Score -68873.32 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69002.273438 Penalty: 2036.222900
	Iteration 3F: 3 clusters Score -69002.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69058.570312 Penalty: 2036.222900
	Iteration 4F: 3 clusters Score -69058.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69090.929688 Penalty: 2036.222900
	Iteration 5Q: 3 clusters Score -69090.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69106.039062 Penalty: 2036.222900
	Iteration 6Q: 3 clusters Score -69106.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69126.093750 Penalty: 2036.222900
	Iteration 7Q: 3 clusters Score -69126.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69131.195312 Penalty: 2036.222900
	Iteration 8Q: 3 clusters Score -69131.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69140.406250 Penalty: 2036.222900
	Iteration 9Q: 3 clusters Score -69140.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69140.406250 Penalty: 2036.222900
	Iteration 10F: 3 clusters Score -69140.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (14025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Entering Unmasked Estep 
Score: -2126899.250000 Penalty: 1551.646973
	Iteration 0F: 2 clusters Score -2126899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2117346.000000 Penalty: 3103.293945
	Iteration 0F: 3 clusters Score -2117346 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2121023.750000 Penalty: 3103.293945
	Iteration 1F: 3 clusters Score -2121024 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2121491.250000 Penalty: 3103.293945
	Iteration 2F: 3 clusters Score -2121491 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2121849.750000 Penalty: 3103.293945
	Iteration 3F: 3 clusters Score -2121850 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2122160.000000 Penalty: 3103.293945
	Iteration 4Q: 3 clusters Score -2122160 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2122403.750000 Penalty: 3103.293945
	Iteration 5Q: 3 clusters Score -2122404 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2122612.750000 Penalty: 3103.293945
	Iteration 6Q: 3 clusters Score -2122613 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2122773.250000 Penalty: 3103.293945
	Iteration 7Q: 3 clusters Score -2122773 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2122902.750000 Penalty: 3103.293945
	Iteration 8Q: 3 clusters Score -2122903 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2123021.500000 Penalty: 3103.293945
	Iteration 9Q: 3 clusters Score -2123022 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2123144.750000 Penalty: 3103.293945
	Iteration 10Q: 3 clusters Score -2123145 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2123269.000000 Penalty: 3103.293945
	Iteration 11Q: 3 clusters Score -2123269 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2123390.500000 Penalty: 3103.293945
	Iteration 12Q: 3 clusters Score -2123390 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2123521.750000 Penalty: 3103.293945
	Iteration 13Q: 3 clusters Score -2123522 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2123665.000000 Penalty: 3103.293945
	Iteration 14Q: 3 clusters Score -2123665 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2123833.500000 Penalty: 3103.293945
	Iteration 15Q: 3 clusters Score -2123834 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2124020.000000 Penalty: 3103.293945
	Iteration 16Q: 3 clusters Score -2124020 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2124164.500000 Penalty: 3103.293945
	Iteration 17Q: 3 clusters Score -2124164 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2124267.000000 Penalty: 3103.293945
	Iteration 18Q: 3 clusters Score -2124267 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2124348.500000 Penalty: 3103.293945
	Iteration 19Q: 3 clusters Score -2124348 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2124398.750000 Penalty: 3103.293945
	Iteration 20F: 3 clusters Score -2124399 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2124447.500000 Penalty: 3103.293945
	Iteration 21Q: 3 clusters Score -2124448 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2124491.500000 Penalty: 3103.293945
	Iteration 22Q: 3 clusters Score -2124492 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2124521.250000 Penalty: 3103.293945
	Iteration 23Q: 3 clusters Score -2124521 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2124560.500000 Penalty: 3103.293945
	Iteration 24Q: 3 clusters Score -2124560 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2124593.250000 Penalty: 3103.293945
	Iteration 25Q: 3 clusters Score -2124593 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2124621.250000 Penalty: 3103.293945
	Iteration 26Q: 3 clusters Score -2124621 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2124655.000000 Penalty: 3103.293945
	Iteration 27Q: 3 clusters Score -2124655 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2124683.250000 Penalty: 3103.293945
	Iteration 28Q: 3 clusters Score -2124683 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2124711.250000 Penalty: 3103.293945
	Iteration 29Q: 3 clusters Score -2124711 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2124735.000000 Penalty: 3103.293945
	Iteration 30Q: 3 clusters Score -2124735 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2124775.750000 Penalty: 3103.293945
	Iteration 31Q: 3 clusters Score -2124776 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2124805.750000 Penalty: 3103.293945
	Iteration 32Q: 3 clusters Score -2124806 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2124837.000000 Penalty: 3103.293945
	Iteration 33Q: 3 clusters Score -2124837 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2124880.250000 Penalty: 3103.293945
	Iteration 34Q: 3 clusters Score -2124880 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2124929.750000 Penalty: 3103.293945
	Iteration 35Q: 3 clusters Score -2124930 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2124981.500000 Penalty: 3103.293945
	Iteration 36Q: 3 clusters Score -2124982 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2125038.250000 Penalty: 3103.293945
	Iteration 37Q: 3 clusters Score -2125038 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2125100.500000 Penalty: 3103.293945
	Iteration 38Q: 3 clusters Score -2125100 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2125170.250000 Penalty: 3103.293945
	Iteration 39Q: 3 clusters Score -2125170 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2125271.000000 Penalty: 3103.293945
	Iteration 40F: 3 clusters Score -2125271 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2125413.750000 Penalty: 3103.293945
	Iteration 41Q: 3 clusters Score -2125414 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2125552.500000 Penalty: 3103.293945
	Iteration 42Q: 3 clusters Score -2125552 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2125657.500000 Penalty: 3103.293945
	Iteration 43Q: 3 clusters Score -2125658 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2125736.000000 Penalty: 3103.293945
	Iteration 44Q: 3 clusters Score -2125736 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2125808.000000 Penalty: 3103.293945
	Iteration 45Q: 3 clusters Score -2125808 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2125851.500000 Penalty: 3103.293945
	Iteration 46Q: 3 clusters Score -2125852 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2125900.500000 Penalty: 3103.293945
	Iteration 47Q: 3 clusters Score -2125900 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2125933.000000 Penalty: 3103.293945
	Iteration 48Q: 3 clusters Score -2125933 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2125955.500000 Penalty: 3103.293945
	Iteration 49Q: 3 clusters Score -2125956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2125965.250000 Penalty: 3103.293945
	Iteration 50Q: 3 clusters Score -2125965 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2125975.250000 Penalty: 3103.293945
	Iteration 51Q: 3 clusters Score -2125975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2125987.000000 Penalty: 3103.293945
	Iteration 52Q: 3 clusters Score -2125987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2125993.000000 Penalty: 3103.293945
	Iteration 53Q: 3 clusters Score -2125993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2125992.250000 Penalty: 3103.293945
	Iteration 54Q: 3 clusters Score -2125992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2125991.750000 Penalty: 3103.293945
	Iteration 55Q: 3 clusters Score -2125992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2125997.750000 Penalty: 3103.293945
	Iteration 56Q: 3 clusters Score -2125998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2126001.000000 Penalty: 3103.293945
	Iteration 57Q: 3 clusters Score -2126001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2126002.500000 Penalty: 3103.293945
	Iteration 58Q: 3 clusters Score -2126002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2126001.250000 Penalty: 3103.293945
	Iteration 59Q: 3 clusters Score -2126001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2126001.500000 Penalty: 3103.293945
	Iteration 60F: 3 clusters Score -2126002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2125997.000000 Penalty: 3103.293945
	Iteration 61Q: 3 clusters Score -2125997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2125998.750000 Penalty: 3103.293945
	Iteration 62Q: 3 clusters Score -2125999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2125998.750000 Penalty: 3103.293945
	Iteration 63F: 3 clusters Score -2125999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -212080.265625 Penalty: 1205.941284
	Iteration 0F: 2 clusters Score -212080.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -210234.640625 Penalty: 2411.882568
	Iteration 0F: 3 clusters Score -210234.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -210720.843750 Penalty: 2411.882568
	Iteration 1F: 3 clusters Score -210720.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -210899.578125 Penalty: 2411.882568
	Iteration 2F: 3 clusters Score -210899.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -211048.093750 Penalty: 2411.882568
	Iteration 3F: 3 clusters Score -211048.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -211210.343750 Penalty: 2411.882568
	Iteration 4F: 3 clusters Score -211210.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -211336.093750 Penalty: 2411.882568
	Iteration 5F: 3 clusters Score -211336.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -211459.859375 Penalty: 2411.882568
	Iteration 6Q: 3 clusters Score -211459.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -211580.437500 Penalty: 2411.882568
	Iteration 7Q: 3 clusters Score -211580.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -211642.156250 Penalty: 2411.882568
	Iteration 8Q: 3 clusters Score -211642.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -211680.031250 Penalty: 2411.882568
	Iteration 9Q: 3 clusters Score -211680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -211724.546875 Penalty: 2411.882568
	Iteration 10Q: 3 clusters Score -211724.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -211760.046875 Penalty: 2411.882568
	Iteration 11Q: 3 clusters Score -211760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -211791.046875 Penalty: 2411.882568
	Iteration 12Q: 3 clusters Score -211791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -211811.937500 Penalty: 2411.882568
	Iteration 13Q: 3 clusters Score -211811.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -211840.078125 Penalty: 2411.882568
	Iteration 14Q: 3 clusters Score -211840.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -211857.718750 Penalty: 2411.882568
	Iteration 15Q: 3 clusters Score -211857.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -211867.843750 Penalty: 2411.882568
	Iteration 16Q: 3 clusters Score -211867.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -211875.578125 Penalty: 2411.882568
	Iteration 17Q: 3 clusters Score -211875.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -211880.812500 Penalty: 2411.882568
	Iteration 18Q: 3 clusters Score -211880.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -211890.687500 Penalty: 2411.882568
	Iteration 19Q: 3 clusters Score -211890.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -211895.171875 Penalty: 2411.882568
	Iteration 20F: 3 clusters Score -211895.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -211899.859375 Penalty: 2411.882568
	Iteration 21Q: 3 clusters Score -211899.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -211908.078125 Penalty: 2411.882568
	Iteration 22Q: 3 clusters Score -211908.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -211914.640625 Penalty: 2411.882568
	Iteration 23Q: 3 clusters Score -211914.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -211919.046875 Penalty: 2411.882568
	Iteration 24Q: 3 clusters Score -211919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -211922.375000 Penalty: 2411.882568
	Iteration 25Q: 3 clusters Score -211922.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -211923.328125 Penalty: 2411.882568
	Iteration 26Q: 3 clusters Score -211923.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -211926.187500 Penalty: 2411.882568
	Iteration 27Q: 3 clusters Score -211926.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -211926.890625 Penalty: 2411.882568
	Iteration 28Q: 3 clusters Score -211926.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -211927.359375 Penalty: 2411.882568
	Iteration 29Q: 3 clusters Score -211927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -211928.218750 Penalty: 2411.882568
	Iteration 30Q: 3 clusters Score -211928.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -211928.218750 Penalty: 2411.882568
	Iteration 31F: 3 clusters Score -211928.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -99023.945312 Penalty: 1098.190308
	Iteration 0F: 2 clusters Score -99023.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -97701.289062 Penalty: 2196.380615
	Iteration 0F: 3 clusters Score -97701.29 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -98047.742188 Penalty: 2196.380615
	Iteration 1F: 3 clusters Score -98047.74 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -98167.984375 Penalty: 2196.380615
	Iteration 2F: 3 clusters Score -98167.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -98238.976562 Penalty: 2196.380615
	Iteration 3F: 3 clusters Score -98238.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -98318.156250 Penalty: 2196.380615
	Iteration 4Q: 3 clusters Score -98318.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -98360.164062 Penalty: 2196.380615
	Iteration 5Q: 3 clusters Score -98360.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -98380.460938 Penalty: 2196.380615
	Iteration 6Q: 3 clusters Score -98380.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98402.164062 Penalty: 2196.380615
	Iteration 7Q: 3 clusters Score -98402.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -98421.953125 Penalty: 2196.380615
	Iteration 8Q: 3 clusters Score -98421.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -98428.609375 Penalty: 2196.380615
	Iteration 9Q: 3 clusters Score -98428.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -98435.617188 Penalty: 2196.380615
	Iteration 10Q: 3 clusters Score -98435.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -98444.937500 Penalty: 2196.380615
	Iteration 11Q: 3 clusters Score -98444.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -98451.789062 Penalty: 2196.380615
	Iteration 12Q: 3 clusters Score -98451.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -98455.453125 Penalty: 2196.380615
	Iteration 13Q: 3 clusters Score -98455.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -98456.429688 Penalty: 2196.380615
	Iteration 14Q: 3 clusters Score -98456.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -98458.687500 Penalty: 2196.380615
	Iteration 15Q: 3 clusters Score -98458.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -98460.171875 Penalty: 2196.380615
	Iteration 16Q: 3 clusters Score -98460.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -98460.171875 Penalty: 2196.380615
	Iteration 17F: 3 clusters Score -98460.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (6692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Entering Unmasked Estep 
Score: -969601.687500 Penalty: 1431.408569
	Iteration 0F: 2 clusters Score -969601.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -964532.625000 Penalty: 2862.817139
	Iteration 0F: 3 clusters Score -964532.6 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -966099.187500 Penalty: 2862.817139
	Iteration 1F: 3 clusters Score -966099.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -966342.562500 Penalty: 2862.817139
	Iteration 2F: 3 clusters Score -966342.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -966519.875000 Penalty: 2862.817139
	Iteration 3F: 3 clusters Score -966519.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -966661.750000 Penalty: 2862.817139
	Iteration 4Q: 3 clusters Score -966661.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -966786.562500 Penalty: 2862.817139
	Iteration 5Q: 3 clusters Score -966786.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -966904.062500 Penalty: 2862.817139
	Iteration 6Q: 3 clusters Score -966904.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -967002.062500 Penalty: 2862.817139
	Iteration 7Q: 3 clusters Score -967002.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -967090.500000 Penalty: 2862.817139
	Iteration 8Q: 3 clusters Score -967090.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -967191.937500 Penalty: 2862.817139
	Iteration 9Q: 3 clusters Score -967191.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -967290.062500 Penalty: 2862.817139
	Iteration 10Q: 3 clusters Score -967290.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -967385.250000 Penalty: 2862.817139
	Iteration 11Q: 3 clusters Score -967385.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -967481.375000 Penalty: 2862.817139
	Iteration 12Q: 3 clusters Score -967481.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -967580.125000 Penalty: 2862.817139
	Iteration 13Q: 3 clusters Score -967580.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -967665.875000 Penalty: 2862.817139
	Iteration 14Q: 3 clusters Score -967665.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -967753.625000 Penalty: 2862.817139
	Iteration 15Q: 3 clusters Score -967753.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -967827.437500 Penalty: 2862.817139
	Iteration 16Q: 3 clusters Score -967827.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -967897.125000 Penalty: 2862.817139
	Iteration 17Q: 3 clusters Score -967897.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -967946.062500 Penalty: 2862.817139
	Iteration 18Q: 3 clusters Score -967946.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -967986.000000 Penalty: 2862.817139
	Iteration 19Q: 3 clusters Score -967986 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -968024.500000 Penalty: 2862.817139
	Iteration 20F: 3 clusters Score -968024.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -968078.625000 Penalty: 2862.817139
	Iteration 21Q: 3 clusters Score -968078.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -968128.750000 Penalty: 2862.817139
	Iteration 22Q: 3 clusters Score -968128.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -968166.375000 Penalty: 2862.817139
	Iteration 23Q: 3 clusters Score -968166.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -968194.375000 Penalty: 2862.817139
	Iteration 24Q: 3 clusters Score -968194.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -968216.937500 Penalty: 2862.817139
	Iteration 25Q: 3 clusters Score -968216.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -968238.250000 Penalty: 2862.817139
	Iteration 26Q: 3 clusters Score -968238.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -968250.812500 Penalty: 2862.817139
	Iteration 27Q: 3 clusters Score -968250.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -968266.375000 Penalty: 2862.817139
	Iteration 28Q: 3 clusters Score -968266.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -968278.375000 Penalty: 2862.817139
	Iteration 29Q: 3 clusters Score -968278.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -968291.250000 Penalty: 2862.817139
	Iteration 30Q: 3 clusters Score -968291.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -968301.250000 Penalty: 2862.817139
	Iteration 31Q: 3 clusters Score -968301.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -968310.000000 Penalty: 2862.817139
	Iteration 32Q: 3 clusters Score -968310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -968317.125000 Penalty: 2862.817139
	Iteration 33Q: 3 clusters Score -968317.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -968322.312500 Penalty: 2862.817139
	Iteration 34Q: 3 clusters Score -968322.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -968325.125000 Penalty: 2862.817139
	Iteration 35Q: 3 clusters Score -968325.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -968328.250000 Penalty: 2862.817139
	Iteration 36Q: 3 clusters Score -968328.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -968329.312500 Penalty: 2862.817139
	Iteration 37Q: 3 clusters Score -968329.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -968329.937500 Penalty: 2862.817139
	Iteration 38Q: 3 clusters Score -968329.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -968328.812500 Penalty: 2862.817139
	Iteration 39Q: 3 clusters Score -968328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -968330.062500 Penalty: 2862.817139
	Iteration 40F: 3 clusters Score -968330.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -968332.937500 Penalty: 2862.817139
	Iteration 41Q: 3 clusters Score -968332.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -968333.312500 Penalty: 2862.817139
	Iteration 42Q: 3 clusters Score -968333.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -968336.687500 Penalty: 2862.817139
	Iteration 43Q: 3 clusters Score -968336.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -968339.750000 Penalty: 2862.817139
	Iteration 44Q: 3 clusters Score -968339.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -968344.750000 Penalty: 2862.817139
	Iteration 45Q: 3 clusters Score -968344.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -968347.937500 Penalty: 2862.817139
	Iteration 46Q: 3 clusters Score -968347.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -968351.125000 Penalty: 2862.817139
	Iteration 47Q: 3 clusters Score -968351.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -968355.375000 Penalty: 2862.817139
	Iteration 48Q: 3 clusters Score -968355.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -968358.562500 Penalty: 2862.817139
	Iteration 49Q: 3 clusters Score -968358.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -968362.687500 Penalty: 2862.817139
	Iteration 50Q: 3 clusters Score -968362.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -968365.187500 Penalty: 2862.817139
	Iteration 51Q: 3 clusters Score -968365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -968368.312500 Penalty: 2862.817139
	Iteration 52Q: 3 clusters Score -968368.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -968373.062500 Penalty: 2862.817139
	Iteration 53Q: 3 clusters Score -968373.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -968378.062500 Penalty: 2862.817139
	Iteration 54Q: 3 clusters Score -968378.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -968382.812500 Penalty: 2862.817139
	Iteration 55Q: 3 clusters Score -968382.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -968387.312500 Penalty: 2862.817139
	Iteration 56Q: 3 clusters Score -968387.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -968390.562500 Penalty: 2862.817139
	Iteration 57Q: 3 clusters Score -968390.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -968394.812500 Penalty: 2862.817139
	Iteration 58Q: 3 clusters Score -968394.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -968395.750000 Penalty: 2862.817139
	Iteration 59Q: 3 clusters Score -968395.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -968396.750000 Penalty: 2862.817139
	Iteration 60F: 3 clusters Score -968396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -968397.687500 Penalty: 2862.817139
	Iteration 61Q: 3 clusters Score -968397.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -968400.000000 Penalty: 2862.817139
	Iteration 62Q: 3 clusters Score -968400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -968405.312500 Penalty: 2862.817139
	Iteration 63Q: 3 clusters Score -968405.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -968412.125000 Penalty: 2862.817139
	Iteration 64Q: 3 clusters Score -968412.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -968413.312500 Penalty: 2862.817139
	Iteration 65Q: 3 clusters Score -968413.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -968416.062500 Penalty: 2862.817139
	Iteration 66Q: 3 clusters Score -968416.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -968415.687500 Penalty: 2862.817139
	Iteration 67Q: 3 clusters Score -968415.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -968418.062500 Penalty: 2862.817139
	Iteration 68Q: 3 clusters Score -968418.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -968421.750000 Penalty: 2862.817139
	Iteration 69Q: 3 clusters Score -968421.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -968423.812500 Penalty: 2862.817139
	Iteration 70Q: 3 clusters Score -968423.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -968428.562500 Penalty: 2862.817139
	Iteration 71Q: 3 clusters Score -968428.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -968430.875000 Penalty: 2862.817139
	Iteration 72Q: 3 clusters Score -968430.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -968435.375000 Penalty: 2862.817139
	Iteration 73Q: 3 clusters Score -968435.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -968440.375000 Penalty: 2862.817139
	Iteration 74Q: 3 clusters Score -968440.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -968448.187500 Penalty: 2862.817139
	Iteration 75Q: 3 clusters Score -968448.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -968452.250000 Penalty: 2862.817139
	Iteration 76Q: 3 clusters Score -968452.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -968456.062500 Penalty: 2862.817139
	Iteration 77Q: 3 clusters Score -968456.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -968457.437500 Penalty: 2862.817139
	Iteration 78Q: 3 clusters Score -968457.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -968458.187500 Penalty: 2862.817139
	Iteration 79Q: 3 clusters Score -968458.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -968458.187500 Penalty: 2862.817139
	Iteration 80F: 3 clusters Score -968458.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (19003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Entering Unmasked Estep 
Score: -2892817.250000 Penalty: 1601.007202
	Iteration 0F: 2 clusters Score -2892817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2880782.000000 Penalty: 3202.014404
	Iteration 0F: 3 clusters Score -2880782 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2885539.000000 Penalty: 3202.014404
	Iteration 1F: 3 clusters Score -2885539 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2885936.000000 Penalty: 3202.014404
	Iteration 2F: 3 clusters Score -2885936 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2886274.500000 Penalty: 3202.014404
	Iteration 3Q: 3 clusters Score -2886274 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2886559.750000 Penalty: 3202.014404
	Iteration 4Q: 3 clusters Score -2886560 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2886846.750000 Penalty: 3202.014404
	Iteration 5Q: 3 clusters Score -2886847 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2887097.500000 Penalty: 3202.014404
	Iteration 6Q: 3 clusters Score -2887098 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2887407.500000 Penalty: 3202.014404
	Iteration 7Q: 3 clusters Score -2887408 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2887788.250000 Penalty: 3202.014404
	Iteration 8Q: 3 clusters Score -2887788 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2888173.000000 Penalty: 3202.014404
	Iteration 9Q: 3 clusters Score -2888173 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2888501.750000 Penalty: 3202.014404
	Iteration 10Q: 3 clusters Score -2888502 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2888775.000000 Penalty: 3202.014404
	Iteration 11Q: 3 clusters Score -2888775 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2888994.750000 Penalty: 3202.014404
	Iteration 12Q: 3 clusters Score -2888995 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2889172.000000 Penalty: 3202.014404
	Iteration 13Q: 3 clusters Score -2889172 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2889325.500000 Penalty: 3202.014404
	Iteration 14Q: 3 clusters Score -2889326 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2889463.500000 Penalty: 3202.014404
	Iteration 15Q: 3 clusters Score -2889464 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2889604.000000 Penalty: 3202.014404
	Iteration 16Q: 3 clusters Score -2889604 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2889723.750000 Penalty: 3202.014404
	Iteration 17Q: 3 clusters Score -2889724 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2889833.500000 Penalty: 3202.014404
	Iteration 18Q: 3 clusters Score -2889834 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2889919.000000 Penalty: 3202.014404
	Iteration 19Q: 3 clusters Score -2889919 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2890008.500000 Penalty: 3202.014404
	Iteration 20F: 3 clusters Score -2890008 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -2890060.750000 Penalty: 3202.014404
	Iteration 21Q: 3 clusters Score -2890061 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2890124.750000 Penalty: 3202.014404
	Iteration 22Q: 3 clusters Score -2890125 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2890178.000000 Penalty: 3202.014404
	Iteration 23Q: 3 clusters Score -2890178 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2890225.750000 Penalty: 3202.014404
	Iteration 24Q: 3 clusters Score -2890226 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2890267.750000 Penalty: 3202.014404
	Iteration 25Q: 3 clusters Score -2890268 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2890321.250000 Penalty: 3202.014404
	Iteration 26Q: 3 clusters Score -2890321 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2890361.250000 Penalty: 3202.014404
	Iteration 27Q: 3 clusters Score -2890361 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2890414.500000 Penalty: 3202.014404
	Iteration 28Q: 3 clusters Score -2890414 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2890466.250000 Penalty: 3202.014404
	Iteration 29Q: 3 clusters Score -2890466 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2890499.250000 Penalty: 3202.014404
	Iteration 30Q: 3 clusters Score -2890499 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2890550.000000 Penalty: 3202.014404
	Iteration 31Q: 3 clusters Score -2890550 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2890627.250000 Penalty: 3202.014404
	Iteration 32Q: 3 clusters Score -2890627 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2890709.500000 Penalty: 3202.014404
	Iteration 33Q: 3 clusters Score -2890710 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2890792.000000 Penalty: 3202.014404
	Iteration 34Q: 3 clusters Score -2890792 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2890871.500000 Penalty: 3202.014404
	Iteration 35Q: 3 clusters Score -2890872 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2890935.250000 Penalty: 3202.014404
	Iteration 36Q: 3 clusters Score -2890935 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2891022.250000 Penalty: 3202.014404
	Iteration 37Q: 3 clusters Score -2891022 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2891094.500000 Penalty: 3202.014404
	Iteration 38Q: 3 clusters Score -2891094 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2891154.250000 Penalty: 3202.014404
	Iteration 39Q: 3 clusters Score -2891154 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2891195.000000 Penalty: 3202.014404
	Iteration 40F: 3 clusters Score -2891195 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2891240.500000 Penalty: 3202.014404
	Iteration 41Q: 3 clusters Score -2891240 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2891293.500000 Penalty: 3202.014404
	Iteration 42Q: 3 clusters Score -2891294 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2891318.500000 Penalty: 3202.014404
	Iteration 43Q: 3 clusters Score -2891318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2891348.250000 Penalty: 3202.014404
	Iteration 44Q: 3 clusters Score -2891348 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2891390.500000 Penalty: 3202.014404
	Iteration 45Q: 3 clusters Score -2891390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2891414.000000 Penalty: 3202.014404
	Iteration 46Q: 3 clusters Score -2891414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2891430.500000 Penalty: 3202.014404
	Iteration 47Q: 3 clusters Score -2891430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2891457.000000 Penalty: 3202.014404
	Iteration 48Q: 3 clusters Score -2891457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2891471.500000 Penalty: 3202.014404
	Iteration 49Q: 3 clusters Score -2891472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2891482.500000 Penalty: 3202.014404
	Iteration 50Q: 3 clusters Score -2891482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2891491.750000 Penalty: 3202.014404
	Iteration 51Q: 3 clusters Score -2891492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2891504.500000 Penalty: 3202.014404
	Iteration 52Q: 3 clusters Score -2891504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2891509.000000 Penalty: 3202.014404
	Iteration 53Q: 3 clusters Score -2891509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2891519.500000 Penalty: 3202.014404
	Iteration 54Q: 3 clusters Score -2891520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2891519.750000 Penalty: 3202.014404
	Iteration 55Q: 3 clusters Score -2891520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2891519.250000 Penalty: 3202.014404
	Iteration 56Q: 3 clusters Score -2891519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2891522.000000 Penalty: 3202.014404
	Iteration 57Q: 3 clusters Score -2891522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2891527.500000 Penalty: 3202.014404
	Iteration 58Q: 3 clusters Score -2891528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2891532.500000 Penalty: 3202.014404
	Iteration 59Q: 3 clusters Score -2891532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2891536.250000 Penalty: 3202.014404
	Iteration 60F: 3 clusters Score -2891536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2891541.500000 Penalty: 3202.014404
	Iteration 61Q: 3 clusters Score -2891542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2891544.250000 Penalty: 3202.014404
	Iteration 62Q: 3 clusters Score -2891544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2891548.000000 Penalty: 3202.014404
	Iteration 63Q: 3 clusters Score -2891548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2891548.000000 Penalty: 3202.014404
	Iteration 64Q: 3 clusters Score -2891548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2891548.000000 Penalty: 3202.014404
	Iteration 65F: 3 clusters Score -2891548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (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: -230719.015625 Penalty: 1211.203735
	Iteration 0F: 2 clusters Score -230719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -228876.203125 Penalty: 2422.407471
	Iteration 0F: 3 clusters Score -228876.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -229294.562500 Penalty: 2422.407471
	Iteration 1F: 3 clusters Score -229294.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -229383.750000 Penalty: 2422.407471
	Iteration 2F: 3 clusters Score -229383.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -229430.406250 Penalty: 2422.407471
	Iteration 3Q: 3 clusters Score -229430.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -229474.734375 Penalty: 2422.407471
	Iteration 4Q: 3 clusters Score -229474.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -229517.718750 Penalty: 2422.407471
	Iteration 5Q: 3 clusters Score -229517.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -229538.265625 Penalty: 2422.407471
	Iteration 6Q: 3 clusters Score -229538.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -229557.453125 Penalty: 2422.407471
	Iteration 7Q: 3 clusters Score -229557.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -229570.718750 Penalty: 2422.407471
	Iteration 8Q: 3 clusters Score -229570.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -229582.750000 Penalty: 2422.407471
	Iteration 9Q: 3 clusters Score -229582.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -229605.109375 Penalty: 2422.407471
	Iteration 10Q: 3 clusters Score -229605.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -229616.921875 Penalty: 2422.407471
	Iteration 11Q: 3 clusters Score -229616.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -229631.593750 Penalty: 2422.407471
	Iteration 12Q: 3 clusters Score -229631.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -229644.406250 Penalty: 2422.407471
	Iteration 13Q: 3 clusters Score -229644.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -229659.109375 Penalty: 2422.407471
	Iteration 14Q: 3 clusters Score -229659.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -229671.093750 Penalty: 2422.407471
	Iteration 15Q: 3 clusters Score -229671.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -229681.125000 Penalty: 2422.407471
	Iteration 16Q: 3 clusters Score -229681.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -229695.609375 Penalty: 2422.407471
	Iteration 17Q: 3 clusters Score -229695.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -229705.906250 Penalty: 2422.407471
	Iteration 18Q: 3 clusters Score -229705.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -229722.578125 Penalty: 2422.407471
	Iteration 19Q: 3 clusters Score -229722.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -229739.937500 Penalty: 2422.407471
	Iteration 20F: 3 clusters Score -229739.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -229768.671875 Penalty: 2422.407471
	Iteration 21Q: 3 clusters Score -229768.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -229811.531250 Penalty: 2422.407471
	Iteration 22Q: 3 clusters Score -229811.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -229875.375000 Penalty: 2422.407471
	Iteration 23Q: 3 clusters Score -229875.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -229949.093750 Penalty: 2422.407471
	Iteration 24Q: 3 clusters Score -229949.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -230023.109375 Penalty: 2422.407471
	Iteration 25Q: 3 clusters Score -230023.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -230094.812500 Penalty: 2422.407471
	Iteration 26Q: 3 clusters Score -230094.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -230152.531250 Penalty: 2422.407471
	Iteration 27Q: 3 clusters Score -230152.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -230204.093750 Penalty: 2422.407471
	Iteration 28Q: 3 clusters Score -230204.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -230235.015625 Penalty: 2422.407471
	Iteration 29Q: 3 clusters Score -230235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -230249.796875 Penalty: 2422.407471
	Iteration 30Q: 3 clusters Score -230249.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -230262.906250 Penalty: 2422.407471
	Iteration 31Q: 3 clusters Score -230262.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -230273.953125 Penalty: 2422.407471
	Iteration 32Q: 3 clusters Score -230274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -230282.171875 Penalty: 2422.407471
	Iteration 33Q: 3 clusters Score -230282.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -230287.140625 Penalty: 2422.407471
	Iteration 34Q: 3 clusters Score -230287.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -230292.843750 Penalty: 2422.407471
	Iteration 35Q: 3 clusters Score -230292.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -230298.375000 Penalty: 2422.407471
	Iteration 36Q: 3 clusters Score -230298.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -230307.312500 Penalty: 2422.407471
	Iteration 37Q: 3 clusters Score -230307.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -230312.093750 Penalty: 2422.407471
	Iteration 38Q: 3 clusters Score -230312.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -230321.671875 Penalty: 2422.407471
	Iteration 39Q: 3 clusters Score -230321.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -230340.843750 Penalty: 2422.407471
	Iteration 40F: 3 clusters Score -230340.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -230358.437500 Penalty: 2422.407471
	Iteration 41Q: 3 clusters Score -230358.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -230367.671875 Penalty: 2422.407471
	Iteration 42Q: 3 clusters Score -230367.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -230373.875000 Penalty: 2422.407471
	Iteration 43Q: 3 clusters Score -230373.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -230375.921875 Penalty: 2422.407471
	Iteration 44Q: 3 clusters Score -230375.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -230380.203125 Penalty: 2422.407471
	Iteration 45Q: 3 clusters Score -230380.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -230381.687500 Penalty: 2422.407471
	Iteration 46Q: 3 clusters Score -230381.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -230382.968750 Penalty: 2422.407471
	Iteration 47Q: 3 clusters Score -230383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -230387.406250 Penalty: 2422.407471
	Iteration 48Q: 3 clusters Score -230387.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -230394.406250 Penalty: 2422.407471
	Iteration 49Q: 3 clusters Score -230394.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -230396.328125 Penalty: 2422.407471
	Iteration 50Q: 3 clusters Score -230396.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -230396.734375 Penalty: 2422.407471
	Iteration 51Q: 3 clusters Score -230396.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -230396.734375 Penalty: 2422.407471
	Iteration 52F: 3 clusters Score -230396.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (4450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Entering Unmasked Estep 
Score: -587634.937500 Penalty: 1365.107178
	Iteration 0F: 2 clusters Score -587634.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -583958.562500 Penalty: 2730.214355
	Iteration 0F: 3 clusters Score -583958.6 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -584937.250000 Penalty: 2730.214355
	Iteration 1F: 3 clusters Score -584937.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -585130.625000 Penalty: 2730.214355
	Iteration 2F: 3 clusters Score -585130.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -585254.875000 Penalty: 2730.214355
	Iteration 3F: 3 clusters Score -585254.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -585366.250000 Penalty: 2730.214355
	Iteration 4Q: 3 clusters Score -585366.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -585457.687500 Penalty: 2730.214355
	Iteration 5Q: 3 clusters Score -585457.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -585533.625000 Penalty: 2730.214355
	Iteration 6Q: 3 clusters Score -585533.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -585598.125000 Penalty: 2730.214355
	Iteration 7Q: 3 clusters Score -585598.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -585682.937500 Penalty: 2730.214355
	Iteration 8Q: 3 clusters Score -585682.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -585774.250000 Penalty: 2730.214355
	Iteration 9Q: 3 clusters Score -585774.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -585869.562500 Penalty: 2730.214355
	Iteration 10Q: 3 clusters Score -585869.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -585946.875000 Penalty: 2730.214355
	Iteration 11Q: 3 clusters Score -585946.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -586013.437500 Penalty: 2730.214355
	Iteration 12Q: 3 clusters Score -586013.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -586068.000000 Penalty: 2730.214355
	Iteration 13Q: 3 clusters Score -586068 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -586101.875000 Penalty: 2730.214355
	Iteration 14Q: 3 clusters Score -586101.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -586137.812500 Penalty: 2730.214355
	Iteration 15Q: 3 clusters Score -586137.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -586176.562500 Penalty: 2730.214355
	Iteration 16Q: 3 clusters Score -586176.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -586206.062500 Penalty: 2730.214355
	Iteration 17Q: 3 clusters Score -586206.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -586225.125000 Penalty: 2730.214355
	Iteration 18Q: 3 clusters Score -586225.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -586242.000000 Penalty: 2730.214355
	Iteration 19Q: 3 clusters Score -586242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -586256.062500 Penalty: 2730.214355
	Iteration 20F: 3 clusters Score -586256.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -586264.500000 Penalty: 2730.214355
	Iteration 21Q: 3 clusters Score -586264.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -586271.687500 Penalty: 2730.214355
	Iteration 22Q: 3 clusters Score -586271.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -586280.437500 Penalty: 2730.214355
	Iteration 23Q: 3 clusters Score -586280.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -586288.687500 Penalty: 2730.214355
	Iteration 24Q: 3 clusters Score -586288.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -586295.062500 Penalty: 2730.214355
	Iteration 25Q: 3 clusters Score -586295.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -586300.875000 Penalty: 2730.214355
	Iteration 26Q: 3 clusters Score -586300.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -586304.125000 Penalty: 2730.214355
	Iteration 27Q: 3 clusters Score -586304.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -586306.812500 Penalty: 2730.214355
	Iteration 28Q: 3 clusters Score -586306.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -586309.500000 Penalty: 2730.214355
	Iteration 29Q: 3 clusters Score -586309.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -586310.500000 Penalty: 2730.214355
	Iteration 30Q: 3 clusters Score -586310.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -586314.937500 Penalty: 2730.214355
	Iteration 31Q: 3 clusters Score -586314.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -586317.875000 Penalty: 2730.214355
	Iteration 32Q: 3 clusters Score -586317.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -586320.937500 Penalty: 2730.214355
	Iteration 33Q: 3 clusters Score -586320.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -586325.062500 Penalty: 2730.214355
	Iteration 34Q: 3 clusters Score -586325.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -586328.625000 Penalty: 2730.214355
	Iteration 35Q: 3 clusters Score -586328.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -586332.250000 Penalty: 2730.214355
	Iteration 36Q: 3 clusters Score -586332.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -586334.937500 Penalty: 2730.214355
	Iteration 37Q: 3 clusters Score -586334.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -586336.812500 Penalty: 2730.214355
	Iteration 38Q: 3 clusters Score -586336.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -586338.812500 Penalty: 2730.214355
	Iteration 39Q: 3 clusters Score -586338.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -586339.000000 Penalty: 2730.214355
	Iteration 40F: 3 clusters Score -586339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -586341.250000 Penalty: 2730.214355
	Iteration 41Q: 3 clusters Score -586341.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -586341.500000 Penalty: 2730.214355
	Iteration 42Q: 3 clusters Score -586341.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -586344.062500 Penalty: 2730.214355
	Iteration 43Q: 3 clusters Score -586344.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -586344.812500 Penalty: 2730.214355
	Iteration 44Q: 3 clusters Score -586344.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -586344.937500 Penalty: 2730.214355
	Iteration 45Q: 3 clusters Score -586344.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -586346.125000 Penalty: 2730.214355
	Iteration 46Q: 3 clusters Score -586346.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -586348.125000 Penalty: 2730.214355
	Iteration 47Q: 3 clusters Score -586348.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -586348.812500 Penalty: 2730.214355
	Iteration 48Q: 3 clusters Score -586348.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -586353.062500 Penalty: 2730.214355
	Iteration 49Q: 3 clusters Score -586353.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -586358.750000 Penalty: 2730.214355
	Iteration 50Q: 3 clusters Score -586358.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -586364.187500 Penalty: 2730.214355
	Iteration 51Q: 3 clusters Score -586364.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -586368.625000 Penalty: 2730.214355
	Iteration 52Q: 3 clusters Score -586368.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -586374.562500 Penalty: 2730.214355
	Iteration 53Q: 3 clusters Score -586374.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -586380.375000 Penalty: 2730.214355
	Iteration 54Q: 3 clusters Score -586380.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -586387.250000 Penalty: 2730.214355
	Iteration 55Q: 3 clusters Score -586387.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -586390.750000 Penalty: 2730.214355
	Iteration 56Q: 3 clusters Score -586390.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -586393.125000 Penalty: 2730.214355
	Iteration 57Q: 3 clusters Score -586393.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -586400.562500 Penalty: 2730.214355
	Iteration 58Q: 3 clusters Score -586400.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -586406.187500 Penalty: 2730.214355
	Iteration 59Q: 3 clusters Score -586406.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -586413.125000 Penalty: 2730.214355
	Iteration 60F: 3 clusters Score -586413.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -586419.000000 Penalty: 2730.214355
	Iteration 61Q: 3 clusters Score -586419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -586425.937500 Penalty: 2730.214355
	Iteration 62Q: 3 clusters Score -586425.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -586430.750000 Penalty: 2730.214355
	Iteration 63Q: 3 clusters Score -586430.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -586436.875000 Penalty: 2730.214355
	Iteration 64Q: 3 clusters Score -586436.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -586442.125000 Penalty: 2730.214355
	Iteration 65Q: 3 clusters Score -586442.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -586443.500000 Penalty: 2730.214355
	Iteration 66Q: 3 clusters Score -586443.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -586446.062500 Penalty: 2730.214355
	Iteration 67Q: 3 clusters Score -586446.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -586448.250000 Penalty: 2730.214355
	Iteration 68Q: 3 clusters Score -586448.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -586450.437500 Penalty: 2730.214355
	Iteration 69Q: 3 clusters Score -586450.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -586456.437500 Penalty: 2730.214355
	Iteration 70Q: 3 clusters Score -586456.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -586467.000000 Penalty: 2730.214355
	Iteration 71Q: 3 clusters Score -586467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -586487.500000 Penalty: 2730.214355
	Iteration 72Q: 3 clusters Score -586487.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -586509.875000 Penalty: 2730.214355
	Iteration 73Q: 3 clusters Score -586509.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -586526.500000 Penalty: 2730.214355
	Iteration 74Q: 3 clusters Score -586526.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -586544.750000 Penalty: 2730.214355
	Iteration 75Q: 3 clusters Score -586544.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -586564.500000 Penalty: 2730.214355
	Iteration 76Q: 3 clusters Score -586564.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -586595.250000 Penalty: 2730.214355
	Iteration 77Q: 3 clusters Score -586595.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -586628.937500 Penalty: 2730.214355
	Iteration 78Q: 3 clusters Score -586628.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -586657.187500 Penalty: 2730.214355
	Iteration 79Q: 3 clusters Score -586657.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -586688.937500 Penalty: 2730.214355
	Iteration 80F: 3 clusters Score -586688.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -586717.875000 Penalty: 2730.214355
	Iteration 81Q: 3 clusters Score -586717.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -586744.250000 Penalty: 2730.214355
	Iteration 82Q: 3 clusters Score -586744.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -586766.500000 Penalty: 2730.214355
	Iteration 83Q: 3 clusters Score -586766.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -586790.437500 Penalty: 2730.214355
	Iteration 84Q: 3 clusters Score -586790.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -586805.375000 Penalty: 2730.214355
	Iteration 85Q: 3 clusters Score -586805.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -586815.750000 Penalty: 2730.214355
	Iteration 86Q: 3 clusters Score -586815.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -586828.312500 Penalty: 2730.214355
	Iteration 87Q: 3 clusters Score -586828.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -586832.625000 Penalty: 2730.214355
	Iteration 88Q: 3 clusters Score -586832.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -586834.937500 Penalty: 2730.214355
	Iteration 89Q: 3 clusters Score -586834.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -586835.812500 Penalty: 2730.214355
	Iteration 90Q: 3 clusters Score -586835.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -586837.875000 Penalty: 2730.214355
	Iteration 91Q: 3 clusters Score -586837.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -586837.875000 Penalty: 2730.214355
	Iteration 92F: 3 clusters Score -586837.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (14077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Entering Unmasked Estep 
Score: -2131159.000000 Penalty: 1552.248413
	Iteration 0F: 2 clusters Score -2131159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2121592.000000 Penalty: 3104.496826
	Iteration 0F: 3 clusters Score -2121592 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2125100.000000 Penalty: 3104.496826
	Iteration 1F: 3 clusters Score -2125100 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2125502.000000 Penalty: 3104.496826
	Iteration 2F: 3 clusters Score -2125502 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2125867.750000 Penalty: 3104.496826
	Iteration 3F: 3 clusters Score -2125868 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2126232.750000 Penalty: 3104.496826
	Iteration 4F: 3 clusters Score -2126233 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2126594.250000 Penalty: 3104.496826
	Iteration 5F: 3 clusters Score -2126594 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2126958.250000 Penalty: 3104.496826
	Iteration 6F: 3 clusters Score -2126958 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2127325.500000 Penalty: 3104.496826
	Iteration 7Q: 3 clusters Score -2127326 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2127704.000000 Penalty: 3104.496826
	Iteration 8Q: 3 clusters Score -2127704 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2128119.500000 Penalty: 3104.496826
	Iteration 9Q: 3 clusters Score -2128120 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2128552.750000 Penalty: 3104.496826
	Iteration 10Q: 3 clusters Score -2128553 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2128908.000000 Penalty: 3104.496826
	Iteration 11Q: 3 clusters Score -2128908 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2129189.750000 Penalty: 3104.496826
	Iteration 12Q: 3 clusters Score -2129190 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2129357.750000 Penalty: 3104.496826
	Iteration 13Q: 3 clusters Score -2129358 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2129480.000000 Penalty: 3104.496826
	Iteration 14Q: 3 clusters Score -2129480 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2129577.750000 Penalty: 3104.496826
	Iteration 15Q: 3 clusters Score -2129578 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2129659.250000 Penalty: 3104.496826
	Iteration 16Q: 3 clusters Score -2129659 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -2129703.750000 Penalty: 3104.496826
	Iteration 17Q: 3 clusters Score -2129704 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2129747.500000 Penalty: 3104.496826
	Iteration 18Q: 3 clusters Score -2129748 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2129773.250000 Penalty: 3104.496826
	Iteration 19Q: 3 clusters Score -2129773 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2129800.000000 Penalty: 3104.496826
	Iteration 20F: 3 clusters Score -2129800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2129829.500000 Penalty: 3104.496826
	Iteration 21Q: 3 clusters Score -2129830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2129846.000000 Penalty: 3104.496826
	Iteration 22Q: 3 clusters Score -2129846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2129855.750000 Penalty: 3104.496826
	Iteration 23Q: 3 clusters Score -2129856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2129865.500000 Penalty: 3104.496826
	Iteration 24Q: 3 clusters Score -2129866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2129868.250000 Penalty: 3104.496826
	Iteration 25Q: 3 clusters Score -2129868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2129870.500000 Penalty: 3104.496826
	Iteration 26Q: 3 clusters Score -2129870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2129877.750000 Penalty: 3104.496826
	Iteration 27Q: 3 clusters Score -2129878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2129880.000000 Penalty: 3104.496826
	Iteration 28Q: 3 clusters Score -2129880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2129880.750000 Penalty: 3104.496826
	Iteration 29Q: 3 clusters Score -2129881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2129884.000000 Penalty: 3104.496826
	Iteration 30Q: 3 clusters Score -2129884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2129885.500000 Penalty: 3104.496826
	Iteration 31Q: 3 clusters Score -2129886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2129893.500000 Penalty: 3104.496826
	Iteration 32Q: 3 clusters Score -2129894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2129894.500000 Penalty: 3104.496826
	Iteration 33Q: 3 clusters Score -2129894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2129903.250000 Penalty: 3104.496826
	Iteration 34Q: 3 clusters Score -2129903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2129904.750000 Penalty: 3104.496826
	Iteration 35Q: 3 clusters Score -2129905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2129904.250000 Penalty: 3104.496826
	Iteration 36Q: 3 clusters Score -2129904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2129906.250000 Penalty: 3104.496826
	Iteration 37Q: 3 clusters Score -2129906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2129905.000000 Penalty: 3104.496826
	Iteration 38Q: 3 clusters Score -2129905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2129907.000000 Penalty: 3104.496826
	Iteration 39Q: 3 clusters Score -2129907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2129907.000000 Penalty: 3104.496826
	Iteration 40F: 3 clusters Score -2129907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -191005.734375 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -191005.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -189216.171875 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -189216.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -189615.703125 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -189615.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -189769.968750 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -189770 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -189869.390625 Penalty: 2388.081787
	Iteration 3F: 3 clusters Score -189869.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -189938.937500 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -189938.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -189994.468750 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -189994.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -190039.046875 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -190039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -190073.390625 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -190073.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -190106.937500 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -190106.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -190131.718750 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -190131.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -190158.171875 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -190158.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -190178.875000 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -190178.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -190198.703125 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -190198.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -190214.171875 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -190214.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -190228.062500 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -190228.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -190238.203125 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -190238.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -190247.578125 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -190247.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -190259.796875 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -190259.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -190269.843750 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -190269.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -190277.796875 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -190277.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -190291.359375 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -190291.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -190298.421875 Penalty: 2388.081787
	Iteration 21Q: 3 clusters Score -190298.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -190302.375000 Penalty: 2388.081787
	Iteration 22Q: 3 clusters Score -190302.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -190314.796875 Penalty: 2388.081787
	Iteration 23Q: 3 clusters Score -190314.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -190320.640625 Penalty: 2388.081787
	Iteration 24Q: 3 clusters Score -190320.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -190325.015625 Penalty: 2388.081787
	Iteration 25Q: 3 clusters Score -190325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -190326.906250 Penalty: 2388.081787
	Iteration 26Q: 3 clusters Score -190326.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -190329.734375 Penalty: 2388.081787
	Iteration 27Q: 3 clusters Score -190329.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -190330.468750 Penalty: 2388.081787
	Iteration 28Q: 3 clusters Score -190330.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -190330.468750 Penalty: 2388.081787
	Iteration 29F: 3 clusters Score -190330.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Entering Unmasked Estep 
Score: -315837.250000 Penalty: 1256.296143
	Iteration 0F: 2 clusters Score -315837.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -313541.500000 Penalty: 2512.592285
	Iteration 0F: 3 clusters Score -313541.5 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -314140.437500 Penalty: 2512.592285
	Iteration 1F: 3 clusters Score -314140.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -314266.656250 Penalty: 2512.592285
	Iteration 2F: 3 clusters Score -314266.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -314353.031250 Penalty: 2512.592285
	Iteration 3Q: 3 clusters Score -314353 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -314415.750000 Penalty: 2512.592285
	Iteration 4Q: 3 clusters Score -314415.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -314466.468750 Penalty: 2512.592285
	Iteration 5Q: 3 clusters Score -314466.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -314531.968750 Penalty: 2512.592285
	Iteration 6Q: 3 clusters Score -314532 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -314601.531250 Penalty: 2512.592285
	Iteration 7Q: 3 clusters Score -314601.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -314682.343750 Penalty: 2512.592285
	Iteration 8Q: 3 clusters Score -314682.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -314754.156250 Penalty: 2512.592285
	Iteration 9Q: 3 clusters Score -314754.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -314815.500000 Penalty: 2512.592285
	Iteration 10Q: 3 clusters Score -314815.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -314871.562500 Penalty: 2512.592285
	Iteration 11Q: 3 clusters Score -314871.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -314908.000000 Penalty: 2512.592285
	Iteration 12Q: 3 clusters Score -314908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -314937.312500 Penalty: 2512.592285
	Iteration 13Q: 3 clusters Score -314937.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -314970.000000 Penalty: 2512.592285
	Iteration 14Q: 3 clusters Score -314970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -314999.968750 Penalty: 2512.592285
	Iteration 15Q: 3 clusters Score -315000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -315020.000000 Penalty: 2512.592285
	Iteration 16Q: 3 clusters Score -315020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -315030.875000 Penalty: 2512.592285
	Iteration 17Q: 3 clusters Score -315030.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -315036.250000 Penalty: 2512.592285
	Iteration 18Q: 3 clusters Score -315036.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -315044.312500 Penalty: 2512.592285
	Iteration 19Q: 3 clusters Score -315044.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -315048.531250 Penalty: 2512.592285
	Iteration 20F: 3 clusters Score -315048.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -315053.718750 Penalty: 2512.592285
	Iteration 21Q: 3 clusters Score -315053.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -315061.375000 Penalty: 2512.592285
	Iteration 22Q: 3 clusters Score -315061.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -315065.312500 Penalty: 2512.592285
	Iteration 23Q: 3 clusters Score -315065.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -315066.750000 Penalty: 2512.592285
	Iteration 24Q: 3 clusters Score -315066.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -315068.406250 Penalty: 2512.592285
	Iteration 25Q: 3 clusters Score -315068.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -315069.312500 Penalty: 2512.592285
	Iteration 26Q: 3 clusters Score -315069.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -315069.812500 Penalty: 2512.592285
	Iteration 27Q: 3 clusters Score -315069.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -315069.812500 Penalty: 2512.592285
	Iteration 28F: 3 clusters Score -315069.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -93972.898438 Penalty: 1087.665039
	Iteration 0F: 2 clusters Score -93972.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -92744.859375 Penalty: 2175.330078
	Iteration 0F: 3 clusters Score -92744.86 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -93274.968750 Penalty: 2175.330078
	Iteration 1F: 3 clusters Score -93274.97 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -93689.273438 Penalty: 2175.330078
	Iteration 2F: 3 clusters Score -93689.27 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -93909.757812 Penalty: 2175.330078
	Iteration 3F: 3 clusters Score -93909.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -94012.828125 Penalty: 2175.330078
	Iteration 4Q: 3 clusters Score -94012.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -94071.890625 Penalty: 2175.330078
	Iteration 5Q: 3 clusters Score -94071.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -94110.062500 Penalty: 2175.330078
	Iteration 6Q: 3 clusters Score -94110.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -94130.351562 Penalty: 2175.330078
	Iteration 7Q: 3 clusters Score -94130.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -94139.101562 Penalty: 2175.330078
	Iteration 8Q: 3 clusters Score -94139.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -94145.062500 Penalty: 2175.330078
	Iteration 9Q: 3 clusters Score -94145.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -94147.632812 Penalty: 2175.330078
	Iteration 10Q: 3 clusters Score -94147.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -94155.265625 Penalty: 2175.330078
	Iteration 11Q: 3 clusters Score -94155.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -94160.929688 Penalty: 2175.330078
	Iteration 12Q: 3 clusters Score -94160.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -94164.929688 Penalty: 2175.330078
	Iteration 13Q: 3 clusters Score -94164.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -94165.492188 Penalty: 2175.330078
	Iteration 14Q: 3 clusters Score -94165.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -94165.492188 Penalty: 2175.330078
	Iteration 15F: 3 clusters Score -94165.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10421 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24593 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12853 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6530 members 
Mstep: Class 37 contains 9511 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14935 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20683 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14077 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 421 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14469 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22942 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Mstep: Class 86 contains 386 members 
Entering Unmasked Estep 
Score: -85934608.000000 Penalty: 185964.312500
Splitting cluster 68 changes total score from -85935520.000000 to -85934608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (8769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Entering Unmasked Estep 
Score: -1331474.750000 Penalty: 1475.333862
	Iteration 0F: 2 clusters Score -1331475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1325200.625000 Penalty: 2950.667725
	Iteration 0F: 3 clusters Score -1325201 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1327285.125000 Penalty: 2950.667725
	Iteration 1F: 3 clusters Score -1327285 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1327586.500000 Penalty: 2950.667725
	Iteration 2F: 3 clusters Score -1327586 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1327893.625000 Penalty: 2950.667725
	Iteration 3F: 3 clusters Score -1327894 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1328190.125000 Penalty: 2950.667725
	Iteration 4F: 3 clusters Score -1328190 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1328506.375000 Penalty: 2950.667725
	Iteration 5F: 3 clusters Score -1328506 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1328786.625000 Penalty: 2950.667725
	Iteration 6F: 3 clusters Score -1328787 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1329013.750000 Penalty: 2950.667725
	Iteration 7Q: 3 clusters Score -1329014 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1329247.500000 Penalty: 2950.667725
	Iteration 8Q: 3 clusters Score -1329248 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1329480.625000 Penalty: 2950.667725
	Iteration 9Q: 3 clusters Score -1329481 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1329691.250000 Penalty: 2950.667725
	Iteration 10Q: 3 clusters Score -1329691 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1329846.625000 Penalty: 2950.667725
	Iteration 11Q: 3 clusters Score -1329847 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1329945.500000 Penalty: 2950.667725
	Iteration 12Q: 3 clusters Score -1329946 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1330010.750000 Penalty: 2950.667725
	Iteration 13Q: 3 clusters Score -1330011 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1330064.500000 Penalty: 2950.667725
	Iteration 14Q: 3 clusters Score -1330064 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1330101.750000 Penalty: 2950.667725
	Iteration 15Q: 3 clusters Score -1330102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1330130.000000 Penalty: 2950.667725
	Iteration 16Q: 3 clusters Score -1330130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1330152.375000 Penalty: 2950.667725
	Iteration 17Q: 3 clusters Score -1330152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1330178.500000 Penalty: 2950.667725
	Iteration 18Q: 3 clusters Score -1330178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1330186.500000 Penalty: 2950.667725
	Iteration 19Q: 3 clusters Score -1330186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1330192.250000 Penalty: 2950.667725
	Iteration 20F: 3 clusters Score -1330192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1330202.750000 Penalty: 2950.667725
	Iteration 21Q: 3 clusters Score -1330203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1330208.125000 Penalty: 2950.667725
	Iteration 22Q: 3 clusters Score -1330208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1330214.125000 Penalty: 2950.667725
	Iteration 23Q: 3 clusters Score -1330214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1330215.500000 Penalty: 2950.667725
	Iteration 24Q: 3 clusters Score -1330216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1330214.000000 Penalty: 2950.667725
	Iteration 25Q: 3 clusters Score -1330214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1330221.500000 Penalty: 2950.667725
	Iteration 26Q: 3 clusters Score -1330222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1330226.625000 Penalty: 2950.667725
	Iteration 27Q: 3 clusters Score -1330227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1330226.500000 Penalty: 2950.667725
	Iteration 28Q: 3 clusters Score -1330226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1330227.625000 Penalty: 2950.667725
	Iteration 29Q: 3 clusters Score -1330228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1330227.125000 Penalty: 2950.667725
	Iteration 30Q: 3 clusters Score -1330227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1330227.125000 Penalty: 2950.667725
	Iteration 31F: 3 clusters Score -1330227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -114944.585938 Penalty: 1082.966431
	Iteration 0F: 2 clusters Score -114944.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -113619.984375 Penalty: 2165.932861
	Iteration 0F: 3 clusters Score -113620 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -113842.257812 Penalty: 2165.932861
	Iteration 1F: 3 clusters Score -113842.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -113900.843750 Penalty: 2165.932861
	Iteration 2F: 3 clusters Score -113900.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -113929.609375 Penalty: 2165.932861
	Iteration 3Q: 3 clusters Score -113929.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -113942.539062 Penalty: 2165.932861
	Iteration 4Q: 3 clusters Score -113942.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -113953.859375 Penalty: 2165.932861
	Iteration 5Q: 3 clusters Score -113953.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -113961.273438 Penalty: 2165.932861
	Iteration 6Q: 3 clusters Score -113961.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -113964.109375 Penalty: 2165.932861
	Iteration 7Q: 3 clusters Score -113964.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -113967.000000 Penalty: 2165.932861
	Iteration 8Q: 3 clusters Score -113967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -113968.453125 Penalty: 2165.932861
	Iteration 9Q: 3 clusters Score -113968.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -113968.453125 Penalty: 2165.932861
	Iteration 10F: 3 clusters Score -113968.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -116703.867188 Penalty: 1114.003906
	Iteration 0F: 2 clusters Score -116703.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -115283.007812 Penalty: 2228.007812
	Iteration 0F: 3 clusters Score -115283 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -115594.609375 Penalty: 2228.007812
	Iteration 1F: 3 clusters Score -115594.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -115693.312500 Penalty: 2228.007812
	Iteration 2F: 3 clusters Score -115693.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -115753.226562 Penalty: 2228.007812
	Iteration 3F: 3 clusters Score -115753.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -115822.476562 Penalty: 2228.007812
	Iteration 4Q: 3 clusters Score -115822.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -115892.609375 Penalty: 2228.007812
	Iteration 5Q: 3 clusters Score -115892.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -115973.960938 Penalty: 2228.007812
	Iteration 6Q: 3 clusters Score -115974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -116031.117188 Penalty: 2228.007812
	Iteration 7Q: 3 clusters Score -116031.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -116070.187500 Penalty: 2228.007812
	Iteration 8Q: 3 clusters Score -116070.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -116107.734375 Penalty: 2228.007812
	Iteration 9Q: 3 clusters Score -116107.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -116126.953125 Penalty: 2228.007812
	Iteration 10Q: 3 clusters Score -116127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -116145.171875 Penalty: 2228.007812
	Iteration 11Q: 3 clusters Score -116145.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -116166.257812 Penalty: 2228.007812
	Iteration 12Q: 3 clusters Score -116166.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -116201.664062 Penalty: 2228.007812
	Iteration 13Q: 3 clusters Score -116201.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116235.914062 Penalty: 2228.007812
	Iteration 14Q: 3 clusters Score -116235.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -116263.335938 Penalty: 2228.007812
	Iteration 15Q: 3 clusters Score -116263.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -116295.085938 Penalty: 2228.007812
	Iteration 16Q: 3 clusters Score -116295.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -116342.585938 Penalty: 2228.007812
	Iteration 17Q: 3 clusters Score -116342.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -116386.804688 Penalty: 2228.007812
	Iteration 18Q: 3 clusters Score -116386.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -116426.710938 Penalty: 2228.007812
	Iteration 19Q: 3 clusters Score -116426.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -116467.750000 Penalty: 2228.007812
	Iteration 20F: 3 clusters Score -116467.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -116510.437500 Penalty: 2228.007812
	Iteration 21Q: 3 clusters Score -116510.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -116543.835938 Penalty: 2228.007812
	Iteration 22Q: 3 clusters Score -116543.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -116553.984375 Penalty: 2228.007812
	Iteration 23Q: 3 clusters Score -116554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -116562.210938 Penalty: 2228.007812
	Iteration 24Q: 3 clusters Score -116562.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -116569.343750 Penalty: 2228.007812
	Iteration 25Q: 3 clusters Score -116569.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -116575.757812 Penalty: 2228.007812
	Iteration 26Q: 3 clusters Score -116575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -116577.117188 Penalty: 2228.007812
	Iteration 27Q: 3 clusters Score -116577.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -116580.593750 Penalty: 2228.007812
	Iteration 28Q: 3 clusters Score -116580.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -116585.953125 Penalty: 2228.007812
	Iteration 29Q: 3 clusters Score -116586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -116587.218750 Penalty: 2228.007812
	Iteration 30Q: 3 clusters Score -116587.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -116588.015625 Penalty: 2228.007812
	Iteration 31Q: 3 clusters Score -116588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -116588.015625 Penalty: 2228.007812
	Iteration 32F: 3 clusters Score -116588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (14469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Entering Unmasked Estep 
Score: -2204212.250000 Penalty: 1556.711548
	Iteration 0F: 2 clusters Score -2204212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2194345.500000 Penalty: 3113.423096
	Iteration 0F: 3 clusters Score -2194346 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2197840.500000 Penalty: 3113.423096
	Iteration 1F: 3 clusters Score -2197840 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2198078.500000 Penalty: 3113.423096
	Iteration 2F: 3 clusters Score -2198078 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2198269.500000 Penalty: 3113.423096
	Iteration 3Q: 3 clusters Score -2198270 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2198412.500000 Penalty: 3113.423096
	Iteration 4Q: 3 clusters Score -2198412 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2198555.750000 Penalty: 3113.423096
	Iteration 5Q: 3 clusters Score -2198556 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2198689.250000 Penalty: 3113.423096
	Iteration 6Q: 3 clusters Score -2198689 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2198860.250000 Penalty: 3113.423096
	Iteration 7Q: 3 clusters Score -2198860 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2199079.500000 Penalty: 3113.423096
	Iteration 8Q: 3 clusters Score -2199080 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2199413.250000 Penalty: 3113.423096
	Iteration 9Q: 3 clusters Score -2199413 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2199892.750000 Penalty: 3113.423096
	Iteration 10F: 3 clusters Score -2199893 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2200469.500000 Penalty: 3113.423096
	Iteration 11F: 3 clusters Score -2200470 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2201087.500000 Penalty: 3113.423096
	Iteration 12F: 3 clusters Score -2201088 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2201622.500000 Penalty: 3113.423096
	Iteration 13Q: 3 clusters Score -2201622 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2202047.000000 Penalty: 3113.423096
	Iteration 14Q: 3 clusters Score -2202047 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2202351.750000 Penalty: 3113.423096
	Iteration 15Q: 3 clusters Score -2202352 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2202522.500000 Penalty: 3113.423096
	Iteration 16Q: 3 clusters Score -2202522 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2202636.750000 Penalty: 3113.423096
	Iteration 17Q: 3 clusters Score -2202637 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2202707.250000 Penalty: 3113.423096
	Iteration 18Q: 3 clusters Score -2202707 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2202751.000000 Penalty: 3113.423096
	Iteration 19Q: 3 clusters Score -2202751 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2202786.000000 Penalty: 3113.423096
	Iteration 20F: 3 clusters Score -2202786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2202802.000000 Penalty: 3113.423096
	Iteration 21Q: 3 clusters Score -2202802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2202811.750000 Penalty: 3113.423096
	Iteration 22Q: 3 clusters Score -2202812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2202821.250000 Penalty: 3113.423096
	Iteration 23Q: 3 clusters Score -2202821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2202829.250000 Penalty: 3113.423096
	Iteration 24Q: 3 clusters Score -2202829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2202832.750000 Penalty: 3113.423096
	Iteration 25Q: 3 clusters Score -2202833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2202836.750000 Penalty: 3113.423096
	Iteration 26Q: 3 clusters Score -2202837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2202843.500000 Penalty: 3113.423096
	Iteration 27Q: 3 clusters Score -2202844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2202846.500000 Penalty: 3113.423096
	Iteration 28Q: 3 clusters Score -2202846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2202846.000000 Penalty: 3113.423096
	Iteration 29Q: 3 clusters Score -2202846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2202846.000000 Penalty: 3113.423096
	Iteration 30F: 3 clusters Score -2202846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -455526.281250 Penalty: 1318.041992
	Iteration 0F: 2 clusters Score -455526.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -452600.531250 Penalty: 2636.083984
	Iteration 0F: 3 clusters Score -452600.5 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -453349.062500 Penalty: 2636.083984
	Iteration 1F: 3 clusters Score -453349.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -453524.656250 Penalty: 2636.083984
	Iteration 2F: 3 clusters Score -453524.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -453672.593750 Penalty: 2636.083984
	Iteration 3F: 3 clusters Score -453672.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -453785.875000 Penalty: 2636.083984
	Iteration 4Q: 3 clusters Score -453785.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -453858.968750 Penalty: 2636.083984
	Iteration 5Q: 3 clusters Score -453859 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -453915.875000 Penalty: 2636.083984
	Iteration 6Q: 3 clusters Score -453915.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -453972.562500 Penalty: 2636.083984
	Iteration 7Q: 3 clusters Score -453972.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -454025.625000 Penalty: 2636.083984
	Iteration 8Q: 3 clusters Score -454025.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -454071.875000 Penalty: 2636.083984
	Iteration 9Q: 3 clusters Score -454071.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -454124.687500 Penalty: 2636.083984
	Iteration 10Q: 3 clusters Score -454124.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -454168.750000 Penalty: 2636.083984
	Iteration 11Q: 3 clusters Score -454168.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -454208.281250 Penalty: 2636.083984
	Iteration 12Q: 3 clusters Score -454208.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -454241.093750 Penalty: 2636.083984
	Iteration 13Q: 3 clusters Score -454241.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -454267.375000 Penalty: 2636.083984
	Iteration 14Q: 3 clusters Score -454267.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -454287.031250 Penalty: 2636.083984
	Iteration 15Q: 3 clusters Score -454287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -454307.968750 Penalty: 2636.083984
	Iteration 16Q: 3 clusters Score -454308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -454317.312500 Penalty: 2636.083984
	Iteration 17Q: 3 clusters Score -454317.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -454325.812500 Penalty: 2636.083984
	Iteration 18Q: 3 clusters Score -454325.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -454331.843750 Penalty: 2636.083984
	Iteration 19Q: 3 clusters Score -454331.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -454334.250000 Penalty: 2636.083984
	Iteration 20F: 3 clusters Score -454334.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -454336.187500 Penalty: 2636.083984
	Iteration 21Q: 3 clusters Score -454336.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -454341.281250 Penalty: 2636.083984
	Iteration 22Q: 3 clusters Score -454341.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -454346.562500 Penalty: 2636.083984
	Iteration 23Q: 3 clusters Score -454346.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -454352.718750 Penalty: 2636.083984
	Iteration 24Q: 3 clusters Score -454352.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -454360.875000 Penalty: 2636.083984
	Iteration 25Q: 3 clusters Score -454360.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -454364.468750 Penalty: 2636.083984
	Iteration 26Q: 3 clusters Score -454364.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -454366.437500 Penalty: 2636.083984
	Iteration 27Q: 3 clusters Score -454366.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -454367.531250 Penalty: 2636.083984
	Iteration 28Q: 3 clusters Score -454367.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -454369.562500 Penalty: 2636.083984
	Iteration 29Q: 3 clusters Score -454369.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -454371.250000 Penalty: 2636.083984
	Iteration 30Q: 3 clusters Score -454371.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -454374.218750 Penalty: 2636.083984
	Iteration 31Q: 3 clusters Score -454374.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -454377.500000 Penalty: 2636.083984
	Iteration 32Q: 3 clusters Score -454377.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -454382.625000 Penalty: 2636.083984
	Iteration 33Q: 3 clusters Score -454382.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -454387.437500 Penalty: 2636.083984
	Iteration 34Q: 3 clusters Score -454387.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -454392.843750 Penalty: 2636.083984
	Iteration 35Q: 3 clusters Score -454392.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -454398.093750 Penalty: 2636.083984
	Iteration 36Q: 3 clusters Score -454398.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -454404.093750 Penalty: 2636.083984
	Iteration 37Q: 3 clusters Score -454404.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -454410.968750 Penalty: 2636.083984
	Iteration 38Q: 3 clusters Score -454411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -454420.218750 Penalty: 2636.083984
	Iteration 39Q: 3 clusters Score -454420.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -454426.687500 Penalty: 2636.083984
	Iteration 40F: 3 clusters Score -454426.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -454435.687500 Penalty: 2636.083984
	Iteration 41Q: 3 clusters Score -454435.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -454442.500000 Penalty: 2636.083984
	Iteration 42Q: 3 clusters Score -454442.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -454445.687500 Penalty: 2636.083984
	Iteration 43Q: 3 clusters Score -454445.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -454445.937500 Penalty: 2636.083984
	Iteration 44Q: 3 clusters Score -454445.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -454448.625000 Penalty: 2636.083984
	Iteration 45Q: 3 clusters Score -454448.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -454449.156250 Penalty: 2636.083984
	Iteration 46Q: 3 clusters Score -454449.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -454451.812500 Penalty: 2636.083984
	Iteration 47Q: 3 clusters Score -454451.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -454451.843750 Penalty: 2636.083984
	Iteration 48Q: 3 clusters Score -454451.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -454452.500000 Penalty: 2636.083984
	Iteration 49Q: 3 clusters Score -454452.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -454453.250000 Penalty: 2636.083984
	Iteration 50Q: 3 clusters Score -454453.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -454454.312500 Penalty: 2636.083984
	Iteration 51Q: 3 clusters Score -454454.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -454454.062500 Penalty: 2636.083984
	Iteration 52Q: 3 clusters Score -454454.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -454454.531250 Penalty: 2636.083984
	Iteration 53Q: 3 clusters Score -454454.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -454455.031250 Penalty: 2636.083984
	Iteration 54Q: 3 clusters Score -454455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -454456.156250 Penalty: 2636.083984
	Iteration 55Q: 3 clusters Score -454456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -454456.687500 Penalty: 2636.083984
	Iteration 56Q: 3 clusters Score -454456.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -454456.843750 Penalty: 2636.083984
	Iteration 57Q: 3 clusters Score -454456.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -454457.531250 Penalty: 2636.083984
	Iteration 58Q: 3 clusters Score -454457.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -454457.531250 Penalty: 2636.083984
	Iteration 59F: 3 clusters Score -454457.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (19725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Entering Unmasked Estep 
Score: -2780352.000000 Penalty: 1607.066772
	Iteration 0F: 2 clusters Score -2780352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2767247.000000 Penalty: 3214.133545
	Iteration 0F: 3 clusters Score -2767247 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2772501.750000 Penalty: 3214.133545
	Iteration 1F: 3 clusters Score -2772502 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2773198.000000 Penalty: 3214.133545
	Iteration 2F: 3 clusters Score -2773198 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2773898.250000 Penalty: 3214.133545
	Iteration 3F: 3 clusters Score -2773898 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2774532.250000 Penalty: 3214.133545
	Iteration 4F: 3 clusters Score -2774532 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2775051.250000 Penalty: 3214.133545
	Iteration 5F: 3 clusters Score -2775051 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2775526.250000 Penalty: 3214.133545
	Iteration 6Q: 3 clusters Score -2775526 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2775932.000000 Penalty: 3214.133545
	Iteration 7Q: 3 clusters Score -2775932 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2776364.500000 Penalty: 3214.133545
	Iteration 8Q: 3 clusters Score -2776364 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2776726.000000 Penalty: 3214.133545
	Iteration 9Q: 3 clusters Score -2776726 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2777103.000000 Penalty: 3214.133545
	Iteration 10Q: 3 clusters Score -2777103 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2777478.000000 Penalty: 3214.133545
	Iteration 11Q: 3 clusters Score -2777478 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2777782.500000 Penalty: 3214.133545
	Iteration 12Q: 3 clusters Score -2777782 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2778044.750000 Penalty: 3214.133545
	Iteration 13Q: 3 clusters Score -2778045 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2778294.500000 Penalty: 3214.133545
	Iteration 14Q: 3 clusters Score -2778294 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2778506.250000 Penalty: 3214.133545
	Iteration 15Q: 3 clusters Score -2778506 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2778707.250000 Penalty: 3214.133545
	Iteration 16Q: 3 clusters Score -2778707 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2778912.750000 Penalty: 3214.133545
	Iteration 17Q: 3 clusters Score -2778913 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2779110.750000 Penalty: 3214.133545
	Iteration 18Q: 3 clusters Score -2779111 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2779256.750000 Penalty: 3214.133545
	Iteration 19Q: 3 clusters Score -2779257 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2779375.750000 Penalty: 3214.133545
	Iteration 20F: 3 clusters Score -2779376 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2779482.000000 Penalty: 3214.133545
	Iteration 21Q: 3 clusters Score -2779482 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2779555.500000 Penalty: 3214.133545
	Iteration 22Q: 3 clusters Score -2779556 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2779634.500000 Penalty: 3214.133545
	Iteration 23Q: 3 clusters Score -2779634 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2779687.000000 Penalty: 3214.133545
	Iteration 24Q: 3 clusters Score -2779687 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2779767.750000 Penalty: 3214.133545
	Iteration 25Q: 3 clusters Score -2779768 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2779812.750000 Penalty: 3214.133545
	Iteration 26Q: 3 clusters Score -2779813 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2779851.250000 Penalty: 3214.133545
	Iteration 27Q: 3 clusters Score -2779851 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2779893.750000 Penalty: 3214.133545
	Iteration 28Q: 3 clusters Score -2779894 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2779943.750000 Penalty: 3214.133545
	Iteration 29Q: 3 clusters Score -2779944 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2779969.750000 Penalty: 3214.133545
	Iteration 30Q: 3 clusters Score -2779970 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2779993.250000 Penalty: 3214.133545
	Iteration 31Q: 3 clusters Score -2779993 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2780025.250000 Penalty: 3214.133545
	Iteration 32Q: 3 clusters Score -2780025 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2780058.750000 Penalty: 3214.133545
	Iteration 33Q: 3 clusters Score -2780059 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2780085.000000 Penalty: 3214.133545
	Iteration 34Q: 3 clusters Score -2780085 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2780122.750000 Penalty: 3214.133545
	Iteration 35Q: 3 clusters Score -2780123 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2780136.750000 Penalty: 3214.133545
	Iteration 36Q: 3 clusters Score -2780137 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2780154.750000 Penalty: 3214.133545
	Iteration 37Q: 3 clusters Score -2780155 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2780177.500000 Penalty: 3214.133545
	Iteration 38Q: 3 clusters Score -2780178 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2780178.750000 Penalty: 3214.133545
	Iteration 39Q: 3 clusters Score -2780179 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2780195.000000 Penalty: 3214.133545
	Iteration 40F: 3 clusters Score -2780195 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2780220.500000 Penalty: 3214.133545
	Iteration 41Q: 3 clusters Score -2780220 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2780241.250000 Penalty: 3214.133545
	Iteration 42Q: 3 clusters Score -2780241 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2780255.500000 Penalty: 3214.133545
	Iteration 43Q: 3 clusters Score -2780256 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2780279.750000 Penalty: 3214.133545
	Iteration 44Q: 3 clusters Score -2780280 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2780303.500000 Penalty: 3214.133545
	Iteration 45Q: 3 clusters Score -2780304 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2780306.000000 Penalty: 3214.133545
	Iteration 46Q: 3 clusters Score -2780306 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2780319.500000 Penalty: 3214.133545
	Iteration 47Q: 3 clusters Score -2780320 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2780338.750000 Penalty: 3214.133545
	Iteration 48Q: 3 clusters Score -2780339 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2780359.500000 Penalty: 3214.133545
	Iteration 49Q: 3 clusters Score -2780360 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2780367.500000 Penalty: 3214.133545
	Iteration 50Q: 3 clusters Score -2780368 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2780383.250000 Penalty: 3214.133545
	Iteration 51Q: 3 clusters Score -2780383 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2780397.500000 Penalty: 3214.133545
	Iteration 52Q: 3 clusters Score -2780398 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2780407.750000 Penalty: 3214.133545
	Iteration 53Q: 3 clusters Score -2780408 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2780419.750000 Penalty: 3214.133545
	Iteration 54Q: 3 clusters Score -2780420 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2780425.500000 Penalty: 3214.133545
	Iteration 55Q: 3 clusters Score -2780426 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2780435.750000 Penalty: 3214.133545
	Iteration 56Q: 3 clusters Score -2780436 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2780458.250000 Penalty: 3214.133545
	Iteration 57Q: 3 clusters Score -2780458 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2780468.000000 Penalty: 3214.133545
	Iteration 58Q: 3 clusters Score -2780468 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2780474.750000 Penalty: 3214.133545
	Iteration 59Q: 3 clusters Score -2780475 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2780479.500000 Penalty: 3214.133545
	Iteration 60F: 3 clusters Score -2780480 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2780487.000000 Penalty: 3214.133545
	Iteration 61Q: 3 clusters Score -2780487 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2780498.000000 Penalty: 3214.133545
	Iteration 62Q: 3 clusters Score -2780498 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2780505.250000 Penalty: 3214.133545
	Iteration 63Q: 3 clusters Score -2780505 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2780507.750000 Penalty: 3214.133545
	Iteration 64Q: 3 clusters Score -2780508 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2780515.000000 Penalty: 3214.133545
	Iteration 65Q: 3 clusters Score -2780515 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2780515.250000 Penalty: 3214.133545
	Iteration 66Q: 3 clusters Score -2780515 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2780525.750000 Penalty: 3214.133545
	Iteration 67Q: 3 clusters Score -2780526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2780529.500000 Penalty: 3214.133545
	Iteration 68Q: 3 clusters Score -2780530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2780529.750000 Penalty: 3214.133545
	Iteration 69Q: 3 clusters Score -2780530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2780530.500000 Penalty: 3214.133545
	Iteration 70Q: 3 clusters Score -2780530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2780529.250000 Penalty: 3214.133545
	Iteration 71Q: 3 clusters Score -2780529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2780533.000000 Penalty: 3214.133545
	Iteration 72Q: 3 clusters Score -2780533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2780545.250000 Penalty: 3214.133545
	Iteration 73Q: 3 clusters Score -2780545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2780537.750000 Penalty: 3214.133545
	Iteration 74Q: 3 clusters Score -2780538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2780538.500000 Penalty: 3214.133545
	Iteration 75Q: 3 clusters Score -2780538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2780537.750000 Penalty: 3214.133545
	Iteration 76Q: 3 clusters Score -2780538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2780535.000000 Penalty: 3214.133545
	Iteration 77Q: 3 clusters Score -2780535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2780535.000000 Penalty: 3214.133545
	Iteration 78Q: 3 clusters Score -2780535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2780532.750000 Penalty: 3214.133545
	Iteration 79Q: 3 clusters Score -2780533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2780534.250000 Penalty: 3214.133545
	Iteration 80F: 3 clusters Score -2780534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2780538.000000 Penalty: 3214.133545
	Iteration 81Q: 3 clusters Score -2780538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2780532.250000 Penalty: 3214.133545
	Iteration 82Q: 3 clusters Score -2780532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2780540.250000 Penalty: 3214.133545
	Iteration 83Q: 3 clusters Score -2780540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2780542.250000 Penalty: 3214.133545
	Iteration 84Q: 3 clusters Score -2780542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2780537.250000 Penalty: 3214.133545
	Iteration 85Q: 3 clusters Score -2780537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2780542.750000 Penalty: 3214.133545
	Iteration 86Q: 3 clusters Score -2780543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2780542.500000 Penalty: 3214.133545
	Iteration 87Q: 3 clusters Score -2780542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2780543.000000 Penalty: 3214.133545
	Iteration 88Q: 3 clusters Score -2780543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2780543.000000 Penalty: 3214.133545
	Iteration 89Q: 3 clusters Score -2780543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2780550.250000 Penalty: 3214.133545
	Iteration 90Q: 3 clusters Score -2780550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2780547.000000 Penalty: 3214.133545
	Iteration 91Q: 3 clusters Score -2780547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2780548.000000 Penalty: 3214.133545
	Iteration 92Q: 3 clusters Score -2780548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2780546.000000 Penalty: 3214.133545
	Iteration 93Q: 3 clusters Score -2780546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2780546.250000 Penalty: 3214.133545
	Iteration 94Q: 3 clusters Score -2780546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2780549.750000 Penalty: 3214.133545
	Iteration 95Q: 3 clusters Score -2780550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2780547.750000 Penalty: 3214.133545
	Iteration 96Q: 3 clusters Score -2780548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2780547.750000 Penalty: 3214.133545
	Iteration 97F: 3 clusters Score -2780548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10421 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24593 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12853 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6530 members 
Mstep: Class 37 contains 9511 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14935 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20683 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14077 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14469 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 13122 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22942 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Mstep: Class 86 contains 6603 members 
Entering Unmasked Estep 
Score: -85935072.000000 Penalty: 185964.312500
Splitting cluster 74 changes total score from -85935520.000000 to -85935072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -148892.015625 Penalty: 1148.162109
	Iteration 0F: 2 clusters Score -148892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -147408.890625 Penalty: 2296.324219
	Iteration 0F: 3 clusters Score -147408.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -147844.765625 Penalty: 2296.324219
	Iteration 1F: 3 clusters Score -147844.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -148049.406250 Penalty: 2296.324219
	Iteration 2F: 3 clusters Score -148049.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -148243.000000 Penalty: 2296.324219
	Iteration 3F: 3 clusters Score -148243 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -148364.656250 Penalty: 2296.324219
	Iteration 4F: 3 clusters Score -148364.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -148430.828125 Penalty: 2296.324219
	Iteration 5Q: 3 clusters Score -148430.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -148478.156250 Penalty: 2296.324219
	Iteration 6Q: 3 clusters Score -148478.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -148530.781250 Penalty: 2296.324219
	Iteration 7Q: 3 clusters Score -148530.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -148582.937500 Penalty: 2296.324219
	Iteration 8Q: 3 clusters Score -148582.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -148655.390625 Penalty: 2296.324219
	Iteration 9Q: 3 clusters Score -148655.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -148730.750000 Penalty: 2296.324219
	Iteration 10Q: 3 clusters Score -148730.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -148772.656250 Penalty: 2296.324219
	Iteration 11Q: 3 clusters Score -148772.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -148800.093750 Penalty: 2296.324219
	Iteration 12Q: 3 clusters Score -148800.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -148825.593750 Penalty: 2296.324219
	Iteration 13Q: 3 clusters Score -148825.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -148842.015625 Penalty: 2296.324219
	Iteration 14Q: 3 clusters Score -148842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -148858.953125 Penalty: 2296.324219
	Iteration 15Q: 3 clusters Score -148859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -148883.187500 Penalty: 2296.324219
	Iteration 16Q: 3 clusters Score -148883.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -148912.953125 Penalty: 2296.324219
	Iteration 17Q: 3 clusters Score -148913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -148926.359375 Penalty: 2296.324219
	Iteration 18Q: 3 clusters Score -148926.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -148934.687500 Penalty: 2296.324219
	Iteration 19Q: 3 clusters Score -148934.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -148934.984375 Penalty: 2296.324219
	Iteration 20F: 3 clusters Score -148935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -148936.375000 Penalty: 2296.324219
	Iteration 21Q: 3 clusters Score -148936.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -148936.375000 Penalty: 2296.324219
	Iteration 22F: 3 clusters Score -148936.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10421 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24593 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12853 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6530 members 
Mstep: Class 37 contains 9511 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14935 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20683 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14077 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14469 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 717 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22942 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Mstep: Class 86 contains 454 members 
Entering Unmasked Estep 
Score: -85934536.000000 Penalty: 185964.312500
Splitting cluster 75 changes total score from -85935520.000000 to -85934536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (16373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Entering Unmasked Estep 
Score: -2512607.000000 Penalty: 1576.800781
	Iteration 0F: 2 clusters Score -2512607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2501832.500000 Penalty: 3153.601562
	Iteration 0F: 3 clusters Score -2501832 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2506018.750000 Penalty: 3153.601562
	Iteration 1F: 3 clusters Score -2506019 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2506478.500000 Penalty: 3153.601562
	Iteration 2F: 3 clusters Score -2506478 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2506929.250000 Penalty: 3153.601562
	Iteration 3F: 3 clusters Score -2506929 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2507393.000000 Penalty: 3153.601562
	Iteration 4F: 3 clusters Score -2507393 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2507868.500000 Penalty: 3153.601562
	Iteration 5F: 3 clusters Score -2507868 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2508351.250000 Penalty: 3153.601562
	Iteration 6F: 3 clusters Score -2508351 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2508873.500000 Penalty: 3153.601562
	Iteration 7F: 3 clusters Score -2508874 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2509400.000000 Penalty: 3153.601562
	Iteration 8Q: 3 clusters Score -2509400 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2509859.000000 Penalty: 3153.601562
	Iteration 9Q: 3 clusters Score -2509859 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2510305.750000 Penalty: 3153.601562
	Iteration 10Q: 3 clusters Score -2510306 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2510643.750000 Penalty: 3153.601562
	Iteration 11Q: 3 clusters Score -2510644 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2510855.000000 Penalty: 3153.601562
	Iteration 12Q: 3 clusters Score -2510855 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2510994.750000 Penalty: 3153.601562
	Iteration 13Q: 3 clusters Score -2510995 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2511055.250000 Penalty: 3153.601562
	Iteration 14Q: 3 clusters Score -2511055 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2511113.000000 Penalty: 3153.601562
	Iteration 15Q: 3 clusters Score -2511113 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2511144.500000 Penalty: 3153.601562
	Iteration 16Q: 3 clusters Score -2511144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2511166.750000 Penalty: 3153.601562
	Iteration 17Q: 3 clusters Score -2511167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2511177.750000 Penalty: 3153.601562
	Iteration 18Q: 3 clusters Score -2511178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2511198.500000 Penalty: 3153.601562
	Iteration 19Q: 3 clusters Score -2511198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2511204.500000 Penalty: 3153.601562
	Iteration 20F: 3 clusters Score -2511204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2511212.750000 Penalty: 3153.601562
	Iteration 21Q: 3 clusters Score -2511213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2511218.750000 Penalty: 3153.601562
	Iteration 22Q: 3 clusters Score -2511219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2511222.000000 Penalty: 3153.601562
	Iteration 23Q: 3 clusters Score -2511222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2511228.250000 Penalty: 3153.601562
	Iteration 24Q: 3 clusters Score -2511228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2511229.750000 Penalty: 3153.601562
	Iteration 25Q: 3 clusters Score -2511230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2511229.750000 Penalty: 3153.601562
	Iteration 26F: 3 clusters Score -2511230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (12015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Entering Unmasked Estep 
Score: -1846468.375000 Penalty: 1526.510620
	Iteration 0F: 2 clusters Score -1846468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1838039.250000 Penalty: 3053.021240
	Iteration 0F: 3 clusters Score -1838039 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1840920.000000 Penalty: 3053.021240
	Iteration 1F: 3 clusters Score -1840920 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1841204.375000 Penalty: 3053.021240
	Iteration 2F: 3 clusters Score -1841204 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1841401.625000 Penalty: 3053.021240
	Iteration 3Q: 3 clusters Score -1841402 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1841565.750000 Penalty: 3053.021240
	Iteration 4Q: 3 clusters Score -1841566 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1841710.750000 Penalty: 3053.021240
	Iteration 5Q: 3 clusters Score -1841711 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1841848.625000 Penalty: 3053.021240
	Iteration 6Q: 3 clusters Score -1841849 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1841994.875000 Penalty: 3053.021240
	Iteration 7Q: 3 clusters Score -1841995 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1842147.000000 Penalty: 3053.021240
	Iteration 8Q: 3 clusters Score -1842147 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1842375.375000 Penalty: 3053.021240
	Iteration 9Q: 3 clusters Score -1842375 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1842636.000000 Penalty: 3053.021240
	Iteration 10Q: 3 clusters Score -1842636 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1842963.500000 Penalty: 3053.021240
	Iteration 11Q: 3 clusters Score -1842964 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1843258.250000 Penalty: 3053.021240
	Iteration 12Q: 3 clusters Score -1843258 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1843541.375000 Penalty: 3053.021240
	Iteration 13Q: 3 clusters Score -1843541 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1843831.750000 Penalty: 3053.021240
	Iteration 14Q: 3 clusters Score -1843832 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1844096.625000 Penalty: 3053.021240
	Iteration 15Q: 3 clusters Score -1844097 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1844357.000000 Penalty: 3053.021240
	Iteration 16Q: 3 clusters Score -1844357 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1844547.625000 Penalty: 3053.021240
	Iteration 17Q: 3 clusters Score -1844548 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1844667.625000 Penalty: 3053.021240
	Iteration 18Q: 3 clusters Score -1844668 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1844774.625000 Penalty: 3053.021240
	Iteration 19Q: 3 clusters Score -1844775 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1844876.500000 Penalty: 3053.021240
	Iteration 20F: 3 clusters Score -1844876 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1844962.375000 Penalty: 3053.021240
	Iteration 21Q: 3 clusters Score -1844962 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1845018.625000 Penalty: 3053.021240
	Iteration 22Q: 3 clusters Score -1845019 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1845049.625000 Penalty: 3053.021240
	Iteration 23Q: 3 clusters Score -1845050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1845081.000000 Penalty: 3053.021240
	Iteration 24Q: 3 clusters Score -1845081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1845105.125000 Penalty: 3053.021240
	Iteration 25Q: 3 clusters Score -1845105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1845121.375000 Penalty: 3053.021240
	Iteration 26Q: 3 clusters Score -1845121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1845134.000000 Penalty: 3053.021240
	Iteration 27Q: 3 clusters Score -1845134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1845149.500000 Penalty: 3053.021240
	Iteration 28Q: 3 clusters Score -1845150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1845155.500000 Penalty: 3053.021240
	Iteration 29Q: 3 clusters Score -1845156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1845161.875000 Penalty: 3053.021240
	Iteration 30Q: 3 clusters Score -1845162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1845169.375000 Penalty: 3053.021240
	Iteration 31Q: 3 clusters Score -1845169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1845170.250000 Penalty: 3053.021240
	Iteration 32Q: 3 clusters Score -1845170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1845173.750000 Penalty: 3053.021240
	Iteration 33Q: 3 clusters Score -1845174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1845176.375000 Penalty: 3053.021240
	Iteration 34Q: 3 clusters Score -1845176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1845176.500000 Penalty: 3053.021240
	Iteration 35Q: 3 clusters Score -1845176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1845176.500000 Penalty: 3053.021240
	Iteration 36F: 3 clusters Score -1845176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (3780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Entering Unmasked Estep 
Score: -548783.250000 Penalty: 1338.590332
	Iteration 0F: 2 clusters Score -548783.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -545556.000000 Penalty: 2677.180664
	Iteration 0F: 3 clusters Score -545556 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -546395.250000 Penalty: 2677.180664
	Iteration 1F: 3 clusters Score -546395.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -546585.750000 Penalty: 2677.180664
	Iteration 2F: 3 clusters Score -546585.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -546712.375000 Penalty: 2677.180664
	Iteration 3F: 3 clusters Score -546712.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -546793.500000 Penalty: 2677.180664
	Iteration 4Q: 3 clusters Score -546793.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -546861.375000 Penalty: 2677.180664
	Iteration 5Q: 3 clusters Score -546861.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -546911.250000 Penalty: 2677.180664
	Iteration 6Q: 3 clusters Score -546911.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -546945.125000 Penalty: 2677.180664
	Iteration 7Q: 3 clusters Score -546945.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -546969.625000 Penalty: 2677.180664
	Iteration 8Q: 3 clusters Score -546969.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -546993.937500 Penalty: 2677.180664
	Iteration 9Q: 3 clusters Score -546993.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -547013.437500 Penalty: 2677.180664
	Iteration 10Q: 3 clusters Score -547013.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -547038.250000 Penalty: 2677.180664
	Iteration 11Q: 3 clusters Score -547038.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -547059.062500 Penalty: 2677.180664
	Iteration 12Q: 3 clusters Score -547059.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -547075.937500 Penalty: 2677.180664
	Iteration 13Q: 3 clusters Score -547075.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -547091.625000 Penalty: 2677.180664
	Iteration 14Q: 3 clusters Score -547091.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -547102.062500 Penalty: 2677.180664
	Iteration 15Q: 3 clusters Score -547102.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -547112.500000 Penalty: 2677.180664
	Iteration 16Q: 3 clusters Score -547112.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -547120.062500 Penalty: 2677.180664
	Iteration 17Q: 3 clusters Score -547120.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -547127.375000 Penalty: 2677.180664
	Iteration 18Q: 3 clusters Score -547127.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -547136.062500 Penalty: 2677.180664
	Iteration 19Q: 3 clusters Score -547136.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -547155.437500 Penalty: 2677.180664
	Iteration 20F: 3 clusters Score -547155.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -547174.687500 Penalty: 2677.180664
	Iteration 21Q: 3 clusters Score -547174.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -547185.062500 Penalty: 2677.180664
	Iteration 22Q: 3 clusters Score -547185.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -547193.625000 Penalty: 2677.180664
	Iteration 23Q: 3 clusters Score -547193.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -547203.000000 Penalty: 2677.180664
	Iteration 24Q: 3 clusters Score -547203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -547210.375000 Penalty: 2677.180664
	Iteration 25Q: 3 clusters Score -547210.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -547220.812500 Penalty: 2677.180664
	Iteration 26Q: 3 clusters Score -547220.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -547230.687500 Penalty: 2677.180664
	Iteration 27Q: 3 clusters Score -547230.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -547241.312500 Penalty: 2677.180664
	Iteration 28Q: 3 clusters Score -547241.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -547249.000000 Penalty: 2677.180664
	Iteration 29Q: 3 clusters Score -547249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -547254.750000 Penalty: 2677.180664
	Iteration 30Q: 3 clusters Score -547254.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -547261.187500 Penalty: 2677.180664
	Iteration 31Q: 3 clusters Score -547261.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -547268.062500 Penalty: 2677.180664
	Iteration 32Q: 3 clusters Score -547268.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -547273.500000 Penalty: 2677.180664
	Iteration 33Q: 3 clusters Score -547273.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -547278.937500 Penalty: 2677.180664
	Iteration 34Q: 3 clusters Score -547278.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -547287.062500 Penalty: 2677.180664
	Iteration 35Q: 3 clusters Score -547287.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -547294.687500 Penalty: 2677.180664
	Iteration 36Q: 3 clusters Score -547294.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -547299.125000 Penalty: 2677.180664
	Iteration 37Q: 3 clusters Score -547299.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -547307.187500 Penalty: 2677.180664
	Iteration 38Q: 3 clusters Score -547307.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -547318.062500 Penalty: 2677.180664
	Iteration 39Q: 3 clusters Score -547318.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -547326.500000 Penalty: 2677.180664
	Iteration 40F: 3 clusters Score -547326.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -547336.187500 Penalty: 2677.180664
	Iteration 41Q: 3 clusters Score -547336.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -547347.812500 Penalty: 2677.180664
	Iteration 42Q: 3 clusters Score -547347.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -547355.750000 Penalty: 2677.180664
	Iteration 43Q: 3 clusters Score -547355.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -547364.750000 Penalty: 2677.180664
	Iteration 44Q: 3 clusters Score -547364.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -547373.375000 Penalty: 2677.180664
	Iteration 45Q: 3 clusters Score -547373.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -547383.437500 Penalty: 2677.180664
	Iteration 46Q: 3 clusters Score -547383.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -547388.437500 Penalty: 2677.180664
	Iteration 47Q: 3 clusters Score -547388.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -547394.937500 Penalty: 2677.180664
	Iteration 48Q: 3 clusters Score -547394.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -547405.937500 Penalty: 2677.180664
	Iteration 49Q: 3 clusters Score -547405.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -547416.750000 Penalty: 2677.180664
	Iteration 50Q: 3 clusters Score -547416.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -547425.125000 Penalty: 2677.180664
	Iteration 51Q: 3 clusters Score -547425.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -547432.375000 Penalty: 2677.180664
	Iteration 52Q: 3 clusters Score -547432.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -547441.187500 Penalty: 2677.180664
	Iteration 53Q: 3 clusters Score -547441.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -547446.500000 Penalty: 2677.180664
	Iteration 54Q: 3 clusters Score -547446.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -547454.500000 Penalty: 2677.180664
	Iteration 55Q: 3 clusters Score -547454.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -547465.812500 Penalty: 2677.180664
	Iteration 56Q: 3 clusters Score -547465.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -547478.500000 Penalty: 2677.180664
	Iteration 57Q: 3 clusters Score -547478.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -547493.937500 Penalty: 2677.180664
	Iteration 58Q: 3 clusters Score -547493.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -547510.187500 Penalty: 2677.180664
	Iteration 59Q: 3 clusters Score -547510.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -547531.250000 Penalty: 2677.180664
	Iteration 60F: 3 clusters Score -547531.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -547553.562500 Penalty: 2677.180664
	Iteration 61Q: 3 clusters Score -547553.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -547575.125000 Penalty: 2677.180664
	Iteration 62Q: 3 clusters Score -547575.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -547591.750000 Penalty: 2677.180664
	Iteration 63Q: 3 clusters Score -547591.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -547605.437500 Penalty: 2677.180664
	Iteration 64Q: 3 clusters Score -547605.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -547616.937500 Penalty: 2677.180664
	Iteration 65Q: 3 clusters Score -547616.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -547624.875000 Penalty: 2677.180664
	Iteration 66Q: 3 clusters Score -547624.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -547634.375000 Penalty: 2677.180664
	Iteration 67Q: 3 clusters Score -547634.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -547643.937500 Penalty: 2677.180664
	Iteration 68Q: 3 clusters Score -547643.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -547647.562500 Penalty: 2677.180664
	Iteration 69Q: 3 clusters Score -547647.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -547655.062500 Penalty: 2677.180664
	Iteration 70Q: 3 clusters Score -547655.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -547662.562500 Penalty: 2677.180664
	Iteration 71Q: 3 clusters Score -547662.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -547668.437500 Penalty: 2677.180664
	Iteration 72Q: 3 clusters Score -547668.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -547676.812500 Penalty: 2677.180664
	Iteration 73Q: 3 clusters Score -547676.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -547688.250000 Penalty: 2677.180664
	Iteration 74Q: 3 clusters Score -547688.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -547703.812500 Penalty: 2677.180664
	Iteration 75Q: 3 clusters Score -547703.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -547719.187500 Penalty: 2677.180664
	Iteration 76Q: 3 clusters Score -547719.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -547725.687500 Penalty: 2677.180664
	Iteration 77Q: 3 clusters Score -547725.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -547730.562500 Penalty: 2677.180664
	Iteration 78Q: 3 clusters Score -547730.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -547732.250000 Penalty: 2677.180664
	Iteration 79Q: 3 clusters Score -547732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -547733.250000 Penalty: 2677.180664
	Iteration 80F: 3 clusters Score -547733.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -147089.312500 Penalty: 1122.184937
	Iteration 0F: 2 clusters Score -147089.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -145653.765625 Penalty: 2244.369873
	Iteration 0F: 3 clusters Score -145653.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -145865.218750 Penalty: 2244.369873
	Iteration 1F: 3 clusters Score -145865.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -145920.984375 Penalty: 2244.369873
	Iteration 2F: 3 clusters Score -145921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -145947.687500 Penalty: 2244.369873
	Iteration 3Q: 3 clusters Score -145947.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -145965.234375 Penalty: 2244.369873
	Iteration 4Q: 3 clusters Score -145965.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -145988.546875 Penalty: 2244.369873
	Iteration 5Q: 3 clusters Score -145988.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -146012.156250 Penalty: 2244.369873
	Iteration 6Q: 3 clusters Score -146012.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -146020.765625 Penalty: 2244.369873
	Iteration 7Q: 3 clusters Score -146020.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -146024.890625 Penalty: 2244.369873
	Iteration 8Q: 3 clusters Score -146024.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -146030.187500 Penalty: 2244.369873
	Iteration 9Q: 3 clusters Score -146030.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -146035.453125 Penalty: 2244.369873
	Iteration 10Q: 3 clusters Score -146035.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -146041.734375 Penalty: 2244.369873
	Iteration 11Q: 3 clusters Score -146041.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -146044.687500 Penalty: 2244.369873
	Iteration 12Q: 3 clusters Score -146044.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -146046.812500 Penalty: 2244.369873
	Iteration 13Q: 3 clusters Score -146046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -146047.421875 Penalty: 2244.369873
	Iteration 14Q: 3 clusters Score -146047.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -146049.375000 Penalty: 2244.369873
	Iteration 15Q: 3 clusters Score -146049.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -146049.609375 Penalty: 2244.369873
	Iteration 16Q: 3 clusters Score -146049.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -146049.609375 Penalty: 2244.369873
	Iteration 17F: 3 clusters Score -146049.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -139113.406250 Penalty: 1143.374146
	Iteration 0F: 2 clusters Score -139113.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -137598.171875 Penalty: 2286.748291
	Iteration 0F: 3 clusters Score -137598.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -137906.765625 Penalty: 2286.748291
	Iteration 1F: 3 clusters Score -137906.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -138016.484375 Penalty: 2286.748291
	Iteration 2F: 3 clusters Score -138016.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -138090.671875 Penalty: 2286.748291
	Iteration 3F: 3 clusters Score -138090.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -138140.125000 Penalty: 2286.748291
	Iteration 4Q: 3 clusters Score -138140.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -138166.421875 Penalty: 2286.748291
	Iteration 5Q: 3 clusters Score -138166.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -138186.750000 Penalty: 2286.748291
	Iteration 6Q: 3 clusters Score -138186.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -138197.453125 Penalty: 2286.748291
	Iteration 7Q: 3 clusters Score -138197.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -138208.578125 Penalty: 2286.748291
	Iteration 8Q: 3 clusters Score -138208.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -138222.281250 Penalty: 2286.748291
	Iteration 9Q: 3 clusters Score -138222.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -138230.187500 Penalty: 2286.748291
	Iteration 10Q: 3 clusters Score -138230.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -138236.656250 Penalty: 2286.748291
	Iteration 11Q: 3 clusters Score -138236.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -138242.406250 Penalty: 2286.748291
	Iteration 12Q: 3 clusters Score -138242.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -138249.765625 Penalty: 2286.748291
	Iteration 13Q: 3 clusters Score -138249.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -138255.828125 Penalty: 2286.748291
	Iteration 14Q: 3 clusters Score -138255.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -138261.796875 Penalty: 2286.748291
	Iteration 15Q: 3 clusters Score -138261.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -138263.281250 Penalty: 2286.748291
	Iteration 16Q: 3 clusters Score -138263.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -138263.828125 Penalty: 2286.748291
	Iteration 17Q: 3 clusters Score -138263.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -138263.828125 Penalty: 2286.748291
	Iteration 18F: 3 clusters Score -138263.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (4116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Entering Unmasked Estep 
Score: -625771.187500 Penalty: 1352.428589
	Iteration 0F: 2 clusters Score -625771.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -622288.625000 Penalty: 2704.857178
	Iteration 0F: 3 clusters Score -622288.6 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -623223.812500 Penalty: 2704.857178
	Iteration 1F: 3 clusters Score -623223.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -623394.375000 Penalty: 2704.857178
	Iteration 2F: 3 clusters Score -623394.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -623531.187500 Penalty: 2704.857178
	Iteration 3F: 3 clusters Score -623531.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -623644.062500 Penalty: 2704.857178
	Iteration 4Q: 3 clusters Score -623644.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -623735.750000 Penalty: 2704.857178
	Iteration 5Q: 3 clusters Score -623735.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -623827.437500 Penalty: 2704.857178
	Iteration 6Q: 3 clusters Score -623827.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -623912.562500 Penalty: 2704.857178
	Iteration 7Q: 3 clusters Score -623912.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -623993.250000 Penalty: 2704.857178
	Iteration 8Q: 3 clusters Score -623993.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -624066.437500 Penalty: 2704.857178
	Iteration 9Q: 3 clusters Score -624066.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -624147.687500 Penalty: 2704.857178
	Iteration 10Q: 3 clusters Score -624147.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -624227.750000 Penalty: 2704.857178
	Iteration 11Q: 3 clusters Score -624227.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -624304.062500 Penalty: 2704.857178
	Iteration 12Q: 3 clusters Score -624304.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -624361.062500 Penalty: 2704.857178
	Iteration 13Q: 3 clusters Score -624361.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -624406.000000 Penalty: 2704.857178
	Iteration 14Q: 3 clusters Score -624406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -624441.937500 Penalty: 2704.857178
	Iteration 15Q: 3 clusters Score -624441.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -624476.250000 Penalty: 2704.857178
	Iteration 16Q: 3 clusters Score -624476.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -624495.437500 Penalty: 2704.857178
	Iteration 17Q: 3 clusters Score -624495.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -624515.750000 Penalty: 2704.857178
	Iteration 18Q: 3 clusters Score -624515.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -624532.000000 Penalty: 2704.857178
	Iteration 19Q: 3 clusters Score -624532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -624551.187500 Penalty: 2704.857178
	Iteration 20F: 3 clusters Score -624551.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -624558.437500 Penalty: 2704.857178
	Iteration 21Q: 3 clusters Score -624558.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -624565.687500 Penalty: 2704.857178
	Iteration 22Q: 3 clusters Score -624565.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -624571.000000 Penalty: 2704.857178
	Iteration 23Q: 3 clusters Score -624571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -624576.187500 Penalty: 2704.857178
	Iteration 24Q: 3 clusters Score -624576.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -624580.125000 Penalty: 2704.857178
	Iteration 25Q: 3 clusters Score -624580.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -624585.875000 Penalty: 2704.857178
	Iteration 26Q: 3 clusters Score -624585.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -624595.125000 Penalty: 2704.857178
	Iteration 27Q: 3 clusters Score -624595.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -624606.250000 Penalty: 2704.857178
	Iteration 28Q: 3 clusters Score -624606.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -624611.000000 Penalty: 2704.857178
	Iteration 29Q: 3 clusters Score -624611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -624612.562500 Penalty: 2704.857178
	Iteration 30Q: 3 clusters Score -624612.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -624619.375000 Penalty: 2704.857178
	Iteration 31Q: 3 clusters Score -624619.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -624626.937500 Penalty: 2704.857178
	Iteration 32Q: 3 clusters Score -624626.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -624635.687500 Penalty: 2704.857178
	Iteration 33Q: 3 clusters Score -624635.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -624643.437500 Penalty: 2704.857178
	Iteration 34Q: 3 clusters Score -624643.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -624652.312500 Penalty: 2704.857178
	Iteration 35Q: 3 clusters Score -624652.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -624656.250000 Penalty: 2704.857178
	Iteration 36Q: 3 clusters Score -624656.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -624660.250000 Penalty: 2704.857178
	Iteration 37Q: 3 clusters Score -624660.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -624662.125000 Penalty: 2704.857178
	Iteration 38Q: 3 clusters Score -624662.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -624663.562500 Penalty: 2704.857178
	Iteration 39Q: 3 clusters Score -624663.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -624664.125000 Penalty: 2704.857178
	Iteration 40F: 3 clusters Score -624664.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -216106.359375 Penalty: 1203.491699
	Iteration 0F: 2 clusters Score -216106.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -214258.078125 Penalty: 2406.983398
	Iteration 0F: 3 clusters Score -214258.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -214883.187500 Penalty: 2406.983398
	Iteration 1F: 3 clusters Score -214883.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -215184.875000 Penalty: 2406.983398
	Iteration 2F: 3 clusters Score -215184.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -215390.093750 Penalty: 2406.983398
	Iteration 3F: 3 clusters Score -215390.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -215549.046875 Penalty: 2406.983398
	Iteration 4F: 3 clusters Score -215549 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -215670.296875 Penalty: 2406.983398
	Iteration 5Q: 3 clusters Score -215670.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -215750.078125 Penalty: 2406.983398
	Iteration 6Q: 3 clusters Score -215750.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -215776.640625 Penalty: 2406.983398
	Iteration 7Q: 3 clusters Score -215776.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -215797.953125 Penalty: 2406.983398
	Iteration 8Q: 3 clusters Score -215798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -215820.375000 Penalty: 2406.983398
	Iteration 9Q: 3 clusters Score -215820.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -215829.062500 Penalty: 2406.983398
	Iteration 10Q: 3 clusters Score -215829.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -215833.453125 Penalty: 2406.983398
	Iteration 11Q: 3 clusters Score -215833.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -215835.921875 Penalty: 2406.983398
	Iteration 12Q: 3 clusters Score -215835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -215836.656250 Penalty: 2406.983398
	Iteration 13Q: 3 clusters Score -215836.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -215837.187500 Penalty: 2406.983398
	Iteration 14Q: 3 clusters Score -215837.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -215837.562500 Penalty: 2406.983398
	Iteration 15Q: 3 clusters Score -215837.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -215837.890625 Penalty: 2406.983398
	Iteration 16Q: 3 clusters Score -215837.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -215838.640625 Penalty: 2406.983398
	Iteration 17Q: 3 clusters Score -215838.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -215838.640625 Penalty: 2406.983398
	Iteration 18F: 3 clusters Score -215838.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (22942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Entering Unmasked Estep 
Score: -3486191.250000 Penalty: 1631.617798
	Iteration 0F: 2 clusters Score -3486191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -3471657.250000 Penalty: 3263.235596
	Iteration 0F: 3 clusters Score -3471657 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -3477340.000000 Penalty: 3263.235596
	Iteration 1F: 3 clusters Score -3477340 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -3477723.000000 Penalty: 3263.235596
	Iteration 2Q: 3 clusters Score -3477723 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -3478184.000000 Penalty: 3263.235596
	Iteration 3Q: 3 clusters Score -3478184 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3478679.500000 Penalty: 3263.235596
	Iteration 4F: 3 clusters Score -3478680 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3479349.000000 Penalty: 3263.235596
	Iteration 5F: 3 clusters Score -3479349 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3480255.500000 Penalty: 3263.235596
	Iteration 6F: 3 clusters Score -3480256 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3481358.250000 Penalty: 3263.235596
	Iteration 7F: 3 clusters Score -3481358 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -3482437.250000 Penalty: 3263.235596
	Iteration 8F: 3 clusters Score -3482437 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3483348.000000 Penalty: 3263.235596
	Iteration 9F: 3 clusters Score -3483348 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -3483999.000000 Penalty: 3263.235596
	Iteration 10Q: 3 clusters Score -3483999 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -3484423.250000 Penalty: 3263.235596
	Iteration 11Q: 3 clusters Score -3484423 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -3484732.500000 Penalty: 3263.235596
	Iteration 12Q: 3 clusters Score -3484732 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -3484960.000000 Penalty: 3263.235596
	Iteration 13Q: 3 clusters Score -3484960 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -3485148.250000 Penalty: 3263.235596
	Iteration 14Q: 3 clusters Score -3485148 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -3485235.500000 Penalty: 3263.235596
	Iteration 15Q: 3 clusters Score -3485236 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -3485334.000000 Penalty: 3263.235596
	Iteration 16Q: 3 clusters Score -3485334 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -3485387.750000 Penalty: 3263.235596
	Iteration 17Q: 3 clusters Score -3485388 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3485424.500000 Penalty: 3263.235596
	Iteration 18Q: 3 clusters Score -3485424 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -3485457.750000 Penalty: 3263.235596
	Iteration 19Q: 3 clusters Score -3485458 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -3485461.500000 Penalty: 3263.235596
	Iteration 20F: 3 clusters Score -3485462 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -3485476.500000 Penalty: 3263.235596
	Iteration 21Q: 3 clusters Score -3485476 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -3485502.000000 Penalty: 3263.235596
	Iteration 22Q: 3 clusters Score -3485502 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -3485502.500000 Penalty: 3263.235596
	Iteration 23Q: 3 clusters Score -3485502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -3485487.750000 Penalty: 3263.235596
	Iteration 24Q: 3 clusters Score -3485488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -3485492.000000 Penalty: 3263.235596
	Iteration 25Q: 3 clusters Score -3485492 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -3485506.000000 Penalty: 3263.235596
	Iteration 26Q: 3 clusters Score -3485506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -3485491.500000 Penalty: 3263.235596
	Iteration 27Q: 3 clusters Score -3485492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3485482.000000 Penalty: 3263.235596
	Iteration 28Q: 3 clusters Score -3485482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -3485485.750000 Penalty: 3263.235596
	Iteration 29Q: 3 clusters Score -3485486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -3485487.000000 Penalty: 3263.235596
	Iteration 30Q: 3 clusters Score -3485487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -3485482.500000 Penalty: 3263.235596
	Iteration 31Q: 3 clusters Score -3485482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -3485475.250000 Penalty: 3263.235596
	Iteration 32Q: 3 clusters Score -3485475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -3485477.750000 Penalty: 3263.235596
	Iteration 33Q: 3 clusters Score -3485478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -3485475.500000 Penalty: 3263.235596
	Iteration 34Q: 3 clusters Score -3485476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -3485476.250000 Penalty: 3263.235596
	Iteration 35Q: 3 clusters Score -3485476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -3485476.750000 Penalty: 3263.235596
	Iteration 36Q: 3 clusters Score -3485477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -3485479.750000 Penalty: 3263.235596
	Iteration 37Q: 3 clusters Score -3485480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -3485474.750000 Penalty: 3263.235596
	Iteration 38Q: 3 clusters Score -3485475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -3485477.500000 Penalty: 3263.235596
	Iteration 39Q: 3 clusters Score -3485478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -3485480.250000 Penalty: 3263.235596
	Iteration 40F: 3 clusters Score -3485480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -3485481.750000 Penalty: 3263.235596
	Iteration 41Q: 3 clusters Score -3485482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -3485481.750000 Penalty: 3263.235596
	Iteration 42F: 3 clusters Score -3485482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (3732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Entering Unmasked Estep 
Score: -566446.687500 Penalty: 1336.513794
	Iteration 0F: 2 clusters Score -566446.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -563234.437500 Penalty: 2673.027588
	Iteration 0F: 3 clusters Score -563234.4 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -564098.750000 Penalty: 2673.027588
	Iteration 1F: 3 clusters Score -564098.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -564269.625000 Penalty: 2673.027588
	Iteration 2F: 3 clusters Score -564269.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -564354.875000 Penalty: 2673.027588
	Iteration 3F: 3 clusters Score -564354.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -564404.375000 Penalty: 2673.027588
	Iteration 4Q: 3 clusters Score -564404.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -564440.625000 Penalty: 2673.027588
	Iteration 5Q: 3 clusters Score -564440.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -564466.625000 Penalty: 2673.027588
	Iteration 6Q: 3 clusters Score -564466.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -564486.000000 Penalty: 2673.027588
	Iteration 7Q: 3 clusters Score -564486 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -564502.750000 Penalty: 2673.027588
	Iteration 8Q: 3 clusters Score -564502.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -564515.187500 Penalty: 2673.027588
	Iteration 9Q: 3 clusters Score -564515.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -564527.437500 Penalty: 2673.027588
	Iteration 10Q: 3 clusters Score -564527.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -564538.812500 Penalty: 2673.027588
	Iteration 11Q: 3 clusters Score -564538.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -564549.937500 Penalty: 2673.027588
	Iteration 12Q: 3 clusters Score -564549.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -564561.250000 Penalty: 2673.027588
	Iteration 13Q: 3 clusters Score -564561.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -564573.625000 Penalty: 2673.027588
	Iteration 14Q: 3 clusters Score -564573.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -564585.562500 Penalty: 2673.027588
	Iteration 15Q: 3 clusters Score -564585.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -564594.250000 Penalty: 2673.027588
	Iteration 16Q: 3 clusters Score -564594.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -564607.125000 Penalty: 2673.027588
	Iteration 17Q: 3 clusters Score -564607.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -564620.000000 Penalty: 2673.027588
	Iteration 18Q: 3 clusters Score -564620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -564632.062500 Penalty: 2673.027588
	Iteration 19Q: 3 clusters Score -564632.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -564647.937500 Penalty: 2673.027588
	Iteration 20F: 3 clusters Score -564647.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -564672.187500 Penalty: 2673.027588
	Iteration 21Q: 3 clusters Score -564672.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -564699.437500 Penalty: 2673.027588
	Iteration 22Q: 3 clusters Score -564699.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -564729.312500 Penalty: 2673.027588
	Iteration 23Q: 3 clusters Score -564729.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -564763.500000 Penalty: 2673.027588
	Iteration 24Q: 3 clusters Score -564763.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -564799.062500 Penalty: 2673.027588
	Iteration 25Q: 3 clusters Score -564799.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -564850.312500 Penalty: 2673.027588
	Iteration 26Q: 3 clusters Score -564850.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -564905.875000 Penalty: 2673.027588
	Iteration 27Q: 3 clusters Score -564905.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -564971.625000 Penalty: 2673.027588
	Iteration 28Q: 3 clusters Score -564971.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -565026.250000 Penalty: 2673.027588
	Iteration 29Q: 3 clusters Score -565026.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -565067.875000 Penalty: 2673.027588
	Iteration 30Q: 3 clusters Score -565067.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -565098.000000 Penalty: 2673.027588
	Iteration 31Q: 3 clusters Score -565098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -565128.875000 Penalty: 2673.027588
	Iteration 32Q: 3 clusters Score -565128.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -565156.250000 Penalty: 2673.027588
	Iteration 33Q: 3 clusters Score -565156.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -565176.250000 Penalty: 2673.027588
	Iteration 34Q: 3 clusters Score -565176.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -565192.125000 Penalty: 2673.027588
	Iteration 35Q: 3 clusters Score -565192.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -565205.000000 Penalty: 2673.027588
	Iteration 36Q: 3 clusters Score -565205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -565215.437500 Penalty: 2673.027588
	Iteration 37Q: 3 clusters Score -565215.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -565221.375000 Penalty: 2673.027588
	Iteration 38Q: 3 clusters Score -565221.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -565223.937500 Penalty: 2673.027588
	Iteration 39Q: 3 clusters Score -565223.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -565225.250000 Penalty: 2673.027588
	Iteration 40F: 3 clusters Score -565225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -565227.250000 Penalty: 2673.027588
	Iteration 41Q: 3 clusters Score -565227.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -565228.500000 Penalty: 2673.027588
	Iteration 42Q: 3 clusters Score -565228.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -565231.375000 Penalty: 2673.027588
	Iteration 43Q: 3 clusters Score -565231.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -565236.062500 Penalty: 2673.027588
	Iteration 44Q: 3 clusters Score -565236.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -565239.250000 Penalty: 2673.027588
	Iteration 45Q: 3 clusters Score -565239.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -565248.312500 Penalty: 2673.027588
	Iteration 46Q: 3 clusters Score -565248.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -565259.312500 Penalty: 2673.027588
	Iteration 47Q: 3 clusters Score -565259.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -565269.125000 Penalty: 2673.027588
	Iteration 48Q: 3 clusters Score -565269.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -565273.875000 Penalty: 2673.027588
	Iteration 49Q: 3 clusters Score -565273.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -565276.812500 Penalty: 2673.027588
	Iteration 50Q: 3 clusters Score -565276.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -565278.937500 Penalty: 2673.027588
	Iteration 51Q: 3 clusters Score -565278.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -565278.937500 Penalty: 2673.027588
	Iteration 52F: 3 clusters Score -565278.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (19148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Entering Unmasked Estep 
Score: -2930500.750000 Penalty: 1602.242554
	Iteration 0F: 2 clusters Score -2930501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2918582.750000 Penalty: 3204.485107
	Iteration 0F: 3 clusters Score -2918583 nChanged 8547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2923055.500000 Penalty: 3204.485107
	Iteration 1F: 3 clusters Score -2923056 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2923328.500000 Penalty: 3204.485107
	Iteration 2Q: 3 clusters Score -2923328 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2923587.250000 Penalty: 3204.485107
	Iteration 3Q: 3 clusters Score -2923587 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2923833.250000 Penalty: 3204.485107
	Iteration 4Q: 3 clusters Score -2923833 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2924072.000000 Penalty: 3204.485107
	Iteration 5Q: 3 clusters Score -2924072 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2924275.250000 Penalty: 3204.485107
	Iteration 6Q: 3 clusters Score -2924275 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2924486.500000 Penalty: 3204.485107
	Iteration 7Q: 3 clusters Score -2924486 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2924730.500000 Penalty: 3204.485107
	Iteration 8Q: 3 clusters Score -2924730 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2924977.000000 Penalty: 3204.485107
	Iteration 9Q: 3 clusters Score -2924977 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2925221.500000 Penalty: 3204.485107
	Iteration 10Q: 3 clusters Score -2925222 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2925494.000000 Penalty: 3204.485107
	Iteration 11Q: 3 clusters Score -2925494 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2925830.750000 Penalty: 3204.485107
	Iteration 12Q: 3 clusters Score -2925831 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2926136.500000 Penalty: 3204.485107
	Iteration 13Q: 3 clusters Score -2926136 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2926456.000000 Penalty: 3204.485107
	Iteration 14Q: 3 clusters Score -2926456 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2926793.250000 Penalty: 3204.485107
	Iteration 15Q: 3 clusters Score -2926793 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2927057.250000 Penalty: 3204.485107
	Iteration 16Q: 3 clusters Score -2927057 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2927263.000000 Penalty: 3204.485107
	Iteration 17Q: 3 clusters Score -2927263 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2927431.750000 Penalty: 3204.485107
	Iteration 18Q: 3 clusters Score -2927432 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2927571.250000 Penalty: 3204.485107
	Iteration 19Q: 3 clusters Score -2927571 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2927724.500000 Penalty: 3204.485107
	Iteration 20F: 3 clusters Score -2927724 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2927886.000000 Penalty: 3204.485107
	Iteration 21Q: 3 clusters Score -2927886 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2928068.500000 Penalty: 3204.485107
	Iteration 22Q: 3 clusters Score -2928068 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2928262.250000 Penalty: 3204.485107
	Iteration 23Q: 3 clusters Score -2928262 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2928448.750000 Penalty: 3204.485107
	Iteration 24Q: 3 clusters Score -2928449 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2928624.000000 Penalty: 3204.485107
	Iteration 25Q: 3 clusters Score -2928624 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2928804.250000 Penalty: 3204.485107
	Iteration 26Q: 3 clusters Score -2928804 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2928958.250000 Penalty: 3204.485107
	Iteration 27Q: 3 clusters Score -2928958 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2929083.250000 Penalty: 3204.485107
	Iteration 28Q: 3 clusters Score -2929083 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2929192.500000 Penalty: 3204.485107
	Iteration 29Q: 3 clusters Score -2929192 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2929291.000000 Penalty: 3204.485107
	Iteration 30Q: 3 clusters Score -2929291 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2929387.750000 Penalty: 3204.485107
	Iteration 31Q: 3 clusters Score -2929388 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2929448.250000 Penalty: 3204.485107
	Iteration 32Q: 3 clusters Score -2929448 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2929488.250000 Penalty: 3204.485107
	Iteration 33Q: 3 clusters Score -2929488 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2929504.000000 Penalty: 3204.485107
	Iteration 34Q: 3 clusters Score -2929504 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2929523.500000 Penalty: 3204.485107
	Iteration 35Q: 3 clusters Score -2929524 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2929547.750000 Penalty: 3204.485107
	Iteration 36Q: 3 clusters Score -2929548 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2929562.250000 Penalty: 3204.485107
	Iteration 37Q: 3 clusters Score -2929562 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2929566.750000 Penalty: 3204.485107
	Iteration 38Q: 3 clusters Score -2929567 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2929557.250000 Penalty: 3204.485107
	Iteration 39Q: 3 clusters Score -2929557 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2929574.500000 Penalty: 3204.485107
	Iteration 40F: 3 clusters Score -2929574 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2929562.250000 Penalty: 3204.485107
	Iteration 41Q: 3 clusters Score -2929562 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2929566.250000 Penalty: 3204.485107
	Iteration 42Q: 3 clusters Score -2929566 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2929571.000000 Penalty: 3204.485107
	Iteration 43Q: 3 clusters Score -2929571 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2929572.250000 Penalty: 3204.485107
	Iteration 44Q: 3 clusters Score -2929572 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2929570.500000 Penalty: 3204.485107
	Iteration 45Q: 3 clusters Score -2929570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2929579.250000 Penalty: 3204.485107
	Iteration 46Q: 3 clusters Score -2929579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2929571.000000 Penalty: 3204.485107
	Iteration 47Q: 3 clusters Score -2929571 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2929561.250000 Penalty: 3204.485107
	Iteration 48Q: 3 clusters Score -2929561 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2929559.750000 Penalty: 3204.485107
	Iteration 49Q: 3 clusters Score -2929560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2929552.250000 Penalty: 3204.485107
	Iteration 50Q: 3 clusters Score -2929552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2929551.250000 Penalty: 3204.485107
	Iteration 51Q: 3 clusters Score -2929551 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2929544.250000 Penalty: 3204.485107
	Iteration 52Q: 3 clusters Score -2929544 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2929552.250000 Penalty: 3204.485107
	Iteration 53Q: 3 clusters Score -2929552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2929547.000000 Penalty: 3204.485107
	Iteration 54Q: 3 clusters Score -2929547 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2929541.500000 Penalty: 3204.485107
	Iteration 55Q: 3 clusters Score -2929542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2929548.250000 Penalty: 3204.485107
	Iteration 56Q: 3 clusters Score -2929548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2929548.000000 Penalty: 3204.485107
	Iteration 57Q: 3 clusters Score -2929548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2929543.750000 Penalty: 3204.485107
	Iteration 58Q: 3 clusters Score -2929544 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2929550.500000 Penalty: 3204.485107
	Iteration 59Q: 3 clusters Score -2929550 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2929562.250000 Penalty: 3204.485107
	Iteration 60F: 3 clusters Score -2929562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2929558.500000 Penalty: 3204.485107
	Iteration 61Q: 3 clusters Score -2929558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2929554.250000 Penalty: 3204.485107
	Iteration 62Q: 3 clusters Score -2929554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2929552.250000 Penalty: 3204.485107
	Iteration 63Q: 3 clusters Score -2929552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2929559.250000 Penalty: 3204.485107
	Iteration 64Q: 3 clusters Score -2929559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2929556.500000 Penalty: 3204.485107
	Iteration 65Q: 3 clusters Score -2929556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2929554.500000 Penalty: 3204.485107
	Iteration 66Q: 3 clusters Score -2929554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2929552.250000 Penalty: 3204.485107
	Iteration 67Q: 3 clusters Score -2929552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2929548.000000 Penalty: 3204.485107
	Iteration 68Q: 3 clusters Score -2929548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2929546.750000 Penalty: 3204.485107
	Iteration 69Q: 3 clusters Score -2929547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2929539.500000 Penalty: 3204.485107
	Iteration 70Q: 3 clusters Score -2929540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2929540.500000 Penalty: 3204.485107
	Iteration 71Q: 3 clusters Score -2929540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2929546.750000 Penalty: 3204.485107
	Iteration 72Q: 3 clusters Score -2929547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2929544.500000 Penalty: 3204.485107
	Iteration 73Q: 3 clusters Score -2929544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2929546.000000 Penalty: 3204.485107
	Iteration 74Q: 3 clusters Score -2929546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2929549.250000 Penalty: 3204.485107
	Iteration 75Q: 3 clusters Score -2929549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2929554.000000 Penalty: 3204.485107
	Iteration 76Q: 3 clusters Score -2929554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2929551.000000 Penalty: 3204.485107
	Iteration 77Q: 3 clusters Score -2929551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2929548.750000 Penalty: 3204.485107
	Iteration 78Q: 3 clusters Score -2929549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2929549.000000 Penalty: 3204.485107
	Iteration 79Q: 3 clusters Score -2929549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2929552.250000 Penalty: 3204.485107
	Iteration 80F: 3 clusters Score -2929552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2929548.750000 Penalty: 3204.485107
	Iteration 81Q: 3 clusters Score -2929549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2929546.250000 Penalty: 3204.485107
	Iteration 82Q: 3 clusters Score -2929546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2929548.000000 Penalty: 3204.485107
	Iteration 83Q: 3 clusters Score -2929548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2929551.250000 Penalty: 3204.485107
	Iteration 84Q: 3 clusters Score -2929551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2929546.500000 Penalty: 3204.485107
	Iteration 85Q: 3 clusters Score -2929546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2929543.250000 Penalty: 3204.485107
	Iteration 86Q: 3 clusters Score -2929543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2929541.750000 Penalty: 3204.485107
	Iteration 87Q: 3 clusters Score -2929542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2929546.000000 Penalty: 3204.485107
	Iteration 88Q: 3 clusters Score -2929546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2929545.500000 Penalty: 3204.485107
	Iteration 89Q: 3 clusters Score -2929546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2929544.750000 Penalty: 3204.485107
	Iteration 90Q: 3 clusters Score -2929545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2929545.000000 Penalty: 3204.485107
	Iteration 91Q: 3 clusters Score -2929545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2929543.000000 Penalty: 3204.485107
	Iteration 92Q: 3 clusters Score -2929543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2929541.750000 Penalty: 3204.485107
	Iteration 93Q: 3 clusters Score -2929542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2929541.750000 Penalty: 3204.485107
	Iteration 94F: 3 clusters Score -2929542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10421 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24593 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12853 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6530 members 
Mstep: Class 37 contains 9511 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14935 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20683 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14077 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14469 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22942 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935520.000000 Penalty: 183801.937500
Iteration 479Q: 86 clusters Score -8.593552e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24574 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12852 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6531 members 
Mstep: Class 37 contains 9508 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14936 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20683 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14077 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14469 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19725 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22962 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935464.000000 Penalty: 183801.937500
Iteration 480F: 86 clusters Score -8.593546e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7813 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24562 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12853 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6530 members 
Mstep: Class 37 contains 9505 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14936 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20681 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19003 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14081 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14468 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22975 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935480.000000 Penalty: 183801.937500
Iteration 481Q: 86 clusters Score -8.593548e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7813 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24557 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9379 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12854 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6528 members 
Mstep: Class 37 contains 9504 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14935 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20683 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19004 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14082 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14466 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22980 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935512.000000 Penalty: 183801.937500
Iteration 482Q: 86 clusters Score -8.593551e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7813 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24555 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9379 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12853 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6528 members 
Mstep: Class 37 contains 9504 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14934 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20679 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19004 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14085 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14465 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22986 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935584.000000 Penalty: 183801.937500
Iteration 483Q: 86 clusters Score -8.593558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7813 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24556 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9379 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12853 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6528 members 
Mstep: Class 37 contains 9504 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20678 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19004 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14085 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14460 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22991 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935608.000000 Penalty: 183801.937500
Iteration 484Q: 86 clusters Score -8.593561e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7813 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24556 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9379 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12853 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6528 members 
Mstep: Class 37 contains 9504 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20680 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19004 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14085 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14456 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22993 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935584.000000 Penalty: 183801.937500
Iteration 485Q: 86 clusters Score -8.593558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7813 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24559 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9379 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12853 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6528 members 
Mstep: Class 37 contains 9504 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20683 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19004 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14085 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14452 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22991 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935560.000000 Penalty: 183801.937500
Iteration 486Q: 86 clusters Score -8.593556e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24559 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9379 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12852 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6528 members 
Mstep: Class 37 contains 9505 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20684 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19004 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14085 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14449 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22991 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935560.000000 Penalty: 183801.937500
Iteration 487Q: 86 clusters Score -8.593556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24559 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9379 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12852 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6528 members 
Mstep: Class 37 contains 9505 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14932 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20685 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19004 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14086 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14446 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22993 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935544.000000 Penalty: 183801.937500
Iteration 488Q: 86 clusters Score -8.593554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7813 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24558 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9379 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12852 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6528 members 
Mstep: Class 37 contains 9505 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14930 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20681 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19004 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14089 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14444 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22999 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935576.000000 Penalty: 183801.937500
Iteration 489Q: 86 clusters Score -8.593558e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7813 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24559 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9379 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12850 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6528 members 
Mstep: Class 37 contains 9505 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14929 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20680 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19004 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14090 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14444 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22999 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935512.000000 Penalty: 183801.937500
Iteration 490Q: 86 clusters Score -8.593551e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7813 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24563 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12851 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6528 members 
Mstep: Class 37 contains 9505 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14930 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20683 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19004 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14090 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14438 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22996 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935480.000000 Penalty: 183801.937500
Iteration 491Q: 86 clusters Score -8.593548e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7813 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24559 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12850 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6528 members 
Mstep: Class 37 contains 9504 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14935 members 
Mstep: Class 46 contains 14299 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20685 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19004 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14090 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14436 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22997 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935488.000000 Penalty: 183801.937500
Iteration 492Q: 86 clusters Score -8.593549e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7813 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24558 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12850 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6528 members 
Mstep: Class 37 contains 9504 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14937 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20691 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19004 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14091 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14431 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22993 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935496.000000 Penalty: 183801.937500
Iteration 493Q: 86 clusters Score -8.59355e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7813 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24553 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12850 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6528 members 
Mstep: Class 37 contains 9504 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14936 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20699 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19004 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14091 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14428 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 22994 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935496.000000 Penalty: 183801.937500
Iteration 494Q: 86 clusters Score -8.59355e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7813 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24548 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12849 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6528 members 
Mstep: Class 37 contains 9504 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14934 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20698 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19004 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14092 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14429 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 23001 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935512.000000 Penalty: 183801.937500
Iteration 495Q: 86 clusters Score -8.593551e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7813 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24542 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12849 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6528 members 
Mstep: Class 37 contains 9504 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14930 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20701 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13279 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19004 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14092 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14429 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19727 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 23008 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935520.000000 Penalty: 183801.937500
Iteration 496Q: 86 clusters Score -8.593552e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7813 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24526 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12849 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6528 members 
Mstep: Class 37 contains 9504 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14932 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20705 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13279 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19004 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14092 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14428 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 23019 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935536.000000 Penalty: 183801.937500
Iteration 497Q: 86 clusters Score -8.593554e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7813 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24518 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12848 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6528 members 
Mstep: Class 37 contains 9503 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20708 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13279 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19004 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14092 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14426 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 23028 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935504.000000 Penalty: 183801.937500
Iteration 498Q: 86 clusters Score -8.59355e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7813 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24510 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12847 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6528 members 
Mstep: Class 37 contains 9502 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14931 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20712 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19004 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14092 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14426 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 23038 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935520.000000 Penalty: 183801.937500
Iteration 499Q: 86 clusters Score -8.593552e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 180 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 31435 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 7813 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 24508 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 13946 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 1244 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 9377 members 
Mstep: Class 29 contains 14693 members 
Mstep: Class 30 contains 4118 members 
Mstep: Class 31 contains 3033 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 12847 members 
Mstep: Class 34 contains 1306 members 
Mstep: Class 35 contains 1407 members 
Mstep: Class 36 contains 6528 members 
Mstep: Class 37 contains 9502 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 1981 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 28970 members 
Mstep: Class 42 contains 1192 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 4974 members 
Mstep: Class 45 contains 14932 members 
Mstep: Class 46 contains 14300 members 
Mstep: Class 47 contains 3693 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 6057 members 
Mstep: Class 50 contains 20720 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 2482 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 2213 members 
Mstep: Class 55 contains 13278 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 526 members 
Mstep: Class 58 contains 14025 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 861 members 
Mstep: Class 61 contains 6692 members 
Mstep: Class 62 contains 19004 members 
Mstep: Class 63 contains 1726 members 
Mstep: Class 64 contains 4450 members 
Mstep: Class 65 contains 14093 members 
Mstep: Class 66 contains 1553 members 
Mstep: Class 67 contains 2278 members 
Mstep: Class 68 contains 807 members 
Mstep: Class 69 contains 8769 members 
Mstep: Class 70 contains 784 members 
Mstep: Class 71 contains 949 members 
Mstep: Class 72 contains 14424 members 
Mstep: Class 73 contains 3331 members 
Mstep: Class 74 contains 19726 members 
Mstep: Class 75 contains 1171 members 
Mstep: Class 76 contains 16373 members 
Mstep: Class 77 contains 12015 members 
Mstep: Class 78 contains 3780 members 
Mstep: Class 79 contains 998 members 
Mstep: Class 80 contains 1137 members 
Mstep: Class 81 contains 4116 members 
Mstep: Class 82 contains 1646 members 
Mstep: Class 83 contains 23033 members 
Mstep: Class 84 contains 3732 members 
Mstep: Class 85 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935528.000000 Penalty: 183801.937500
Iteration 500F: 86 clusters Score -8.593553e+07 nChanged 43
Maximum iterations exceeded
--- Evaluating fit on full set of 1804043 points ---
Entering Unmasked Estep 
Score: -257698576.000000 Penalty: 198976.531250
20->86 Clusters: Score -257698576.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 601347 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 29828 members 
Mstep: Class 3 contains 30139 members 
Mstep: Class 4 contains 29775 members 
Mstep: Class 5 contains 29928 members 
Mstep: Class 6 contains 29720 members 
Mstep: Class 7 contains 30307 members 
Mstep: Class 8 contains 30197 members 
Mstep: Class 9 contains 29887 members 
Mstep: Class 10 contains 30133 members 
Mstep: Class 11 contains 30061 members 
Mstep: Class 12 contains 30231 members 
Mstep: Class 13 contains 30307 members 
Mstep: Class 14 contains 30270 members 
Mstep: Class 15 contains 30100 members 
Mstep: Class 16 contains 30127 members 
Mstep: Class 17 contains 30131 members 
Mstep: Class 18 contains 29875 members 
Mstep: Class 19 contains 29984 members 
Mstep: Class 20 contains 30075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 185.422638 but Gain 2162.375000
Score: -75831544.000000 Penalty: 41085.140625
Iteration 0F: 20 clusters Score -7.583154e+07 nChanged 571102
Entering Unmasked Mstep 
Mstep: Class 0 contains 988 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 46709 members 
Mstep: Class 4 contains 8767 members 
Mstep: Class 5 contains 494124 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 7 contains 3242 members 
Mstep: Class 8 contains 3131 members 
Mstep: Class 9 contains 9329 members 
Mstep: Class 10 contains 4059 members 
Mstep: Class 11 contains 653 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 2473 members 
Mstep: Class 14 contains 1593 members 
Mstep: Class 15 contains 4619 members 
Mstep: Class 16 contains 8762 members 
Mstep: Class 17 contains 450 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 5163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 199.542419 but Gain 2162.378906
Score: -81649016.000000 Penalty: 38922.761719
Iteration 1F: 19 clusters Score -8.164902e+07 nChanged 87116
Entering Unmasked Mstep 
Mstep: Class 0 contains 290 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 52072 members 
Mstep: Class 4 contains 7457 members 
Mstep: Class 5 contains 469565 members 
Mstep: Class 6 contains 1671 members 
Mstep: Class 7 contains 7107 members 
Mstep: Class 8 contains 3286 members 
Mstep: Class 9 contains 23413 members 
Mstep: Class 10 contains 1634 members 
Mstep: Class 11 contains 790 members 
Mstep: Class 13 contains 3322 members 
Mstep: Class 14 contains 3197 members 
Mstep: Class 15 contains 4160 members 
Mstep: Class 16 contains 7992 members 
Mstep: Class 17 contains 3372 members 
Mstep: Class 18 contains 7172 members 
Mstep: Class 19 contains 1774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1864.139771 but Gain 2162.375000
Score: -82694344.000000 Penalty: 36760.386719
Iteration 2F: 18 clusters Score -8.269434e+07 nChanged 68479
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 44807 members 
Mstep: Class 4 contains 4070 members 
Mstep: Class 5 contains 442778 members 
Mstep: Class 6 contains 4069 members 
Mstep: Class 7 contains 11170 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 45765 members 
Mstep: Class 10 contains 1095 members 
Mstep: Class 11 contains 1374 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 6587 members 
Mstep: Class 15 contains 3295 members 
Mstep: Class 16 contains 6837 members 
Mstep: Class 17 contains 10011 members 
Mstep: Class 18 contains 11214 members 
Mstep: Class 19 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83241904.000000 Penalty: 36760.386719
Iteration 3F: 18 clusters Score -8.32419e+07 nChanged 54087
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 44102 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 413046 members 
Mstep: Class 6 contains 6218 members 
Mstep: Class 7 contains 12761 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 65388 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 3161 members 
Mstep: Class 13 contains 2743 members 
Mstep: Class 14 contains 9692 members 
Mstep: Class 15 contains 2446 members 
Mstep: Class 16 contains 8297 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 12928 members 
Mstep: Class 19 contains 1017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83535816.000000 Penalty: 36760.386719
Iteration 4F: 18 clusters Score -8.353582e+07 nChanged 39505
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 2 contains 2002 members 
Mstep: Class 3 contains 46823 members 
Mstep: Class 4 contains 2429 members 
Mstep: Class 5 contains 391769 members 
Mstep: Class 6 contains 7070 members 
Mstep: Class 7 contains 13782 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 75421 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 11885 members 
Mstep: Class 15 contains 1789 members 
Mstep: Class 16 contains 9791 members 
Mstep: Class 17 contains 12545 members 
Mstep: Class 18 contains 14035 members 
Mstep: Class 19 contains 1062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83674128.000000 Penalty: 36760.386719
Iteration 5F: 18 clusters Score -8.367413e+07 nChanged 28358
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 2 contains 2029 members 
Mstep: Class 3 contains 49550 members 
Mstep: Class 4 contains 2496 members 
Mstep: Class 5 contains 378617 members 
Mstep: Class 6 contains 7203 members 
Mstep: Class 7 contains 14510 members 
Mstep: Class 8 contains 562 members 
Mstep: Class 9 contains 77753 members 
Mstep: Class 10 contains 2375 members 
Mstep: Class 11 contains 7057 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 14428 members 
Mstep: Class 15 contains 1430 members 
Mstep: Class 16 contains 11043 members 
Mstep: Class 17 contains 13624 members 
Mstep: Class 18 contains 14669 members 
Mstep: Class 19 contains 1116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83760424.000000 Penalty: 36760.386719
Iteration 6Q: 18 clusters Score -8.376042e+07 nChanged 22658
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 2 contains 2069 members 
Mstep: Class 3 contains 53005 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 368851 members 
Mstep: Class 6 contains 7183 members 
Mstep: Class 7 contains 14883 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 76540 members 
Mstep: Class 10 contains 3196 members 
Mstep: Class 11 contains 8098 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 17067 members 
Mstep: Class 15 contains 1325 members 
Mstep: Class 16 contains 12325 members 
Mstep: Class 17 contains 14688 members 
Mstep: Class 18 contains 15017 members 
Mstep: Class 19 contains 1207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83829872.000000 Penalty: 36760.386719
Iteration 7Q: 18 clusters Score -8.382987e+07 nChanged 21961
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 2 contains 2123 members 
Mstep: Class 3 contains 59069 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 359724 members 
Mstep: Class 6 contains 7119 members 
Mstep: Class 7 contains 15064 members 
Mstep: Class 8 contains 365 members 
Mstep: Class 9 contains 72624 members 
Mstep: Class 10 contains 3929 members 
Mstep: Class 11 contains 8749 members 
Mstep: Class 13 contains 2758 members 
Mstep: Class 14 contains 19624 members 
Mstep: Class 15 contains 1371 members 
Mstep: Class 16 contains 13765 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 15326 members 
Mstep: Class 19 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83903520.000000 Penalty: 36760.386719
Iteration 8Q: 18 clusters Score -8.390352e+07 nChanged 27220
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 2 contains 2183 members 
Mstep: Class 3 contains 70526 members 
Mstep: Class 4 contains 2932 members 
Mstep: Class 5 contains 347790 members 
Mstep: Class 6 contains 7002 members 
Mstep: Class 7 contains 15219 members 
Mstep: Class 8 contains 356 members 
Mstep: Class 9 contains 66036 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 9341 members 
Mstep: Class 13 contains 2875 members 
Mstep: Class 14 contains 21818 members 
Mstep: Class 15 contains 1469 members 
Mstep: Class 16 contains 15961 members 
Mstep: Class 17 contains 16202 members 
Mstep: Class 18 contains 15516 members 
Mstep: Class 19 contains 1353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83956680.000000 Penalty: 36760.386719
Iteration 9Q: 18 clusters Score -8.395668e+07 nChanged 28804
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 2 contains 2240 members 
Mstep: Class 3 contains 77487 members 
Mstep: Class 4 contains 3152 members 
Mstep: Class 5 contains 336524 members 
Mstep: Class 6 contains 6880 members 
Mstep: Class 7 contains 15321 members 
Mstep: Class 8 contains 355 members 
Mstep: Class 9 contains 60813 members 
Mstep: Class 10 contains 5375 members 
Mstep: Class 11 contains 9747 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 24464 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 19830 members 
Mstep: Class 17 contains 17012 members 
Mstep: Class 18 contains 15810 members 
Mstep: Class 19 contains 1414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84010728.000000 Penalty: 36760.386719
Iteration 10Q: 18 clusters Score -8.401073e+07 nChanged 31823
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 2 contains 2280 members 
Mstep: Class 3 contains 84549 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 320304 members 
Mstep: Class 6 contains 6831 members 
Mstep: Class 7 contains 15408 members 
Mstep: Class 8 contains 357 members 
Mstep: Class 9 contains 56975 members 
Mstep: Class 10 contains 6314 members 
Mstep: Class 11 contains 9945 members 
Mstep: Class 13 contains 3762 members 
Mstep: Class 14 contains 26808 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 27438 members 
Mstep: Class 17 contains 17527 members 
Mstep: Class 18 contains 16004 members 
Mstep: Class 19 contains 1473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84051688.000000 Penalty: 36760.386719
Iteration 11F: 18 clusters Score -8.405169e+07 nChanged 45789
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 2 contains 2339 members 
Mstep: Class 3 contains 92761 members 
Mstep: Class 4 contains 3735 members 
Mstep: Class 5 contains 291796 members 
Mstep: Class 6 contains 6824 members 
Mstep: Class 7 contains 15380 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 54432 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 10063 members 
Mstep: Class 13 contains 5235 members 
Mstep: Class 14 contains 28934 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 44804 members 
Mstep: Class 17 contains 17357 members 
Mstep: Class 18 contains 16037 members 
Mstep: Class 19 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84083984.000000 Penalty: 36760.386719
Iteration 12F: 18 clusters Score -8.408398e+07 nChanged 75666
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 105701 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 237250 members 
Mstep: Class 6 contains 6892 members 
Mstep: Class 7 contains 15411 members 
Mstep: Class 8 contains 571 members 
Mstep: Class 9 contains 52887 members 
Mstep: Class 10 contains 8617 members 
Mstep: Class 11 contains 10067 members 
Mstep: Class 13 contains 8176 members 
Mstep: Class 14 contains 31929 members 
Mstep: Class 15 contains 2223 members 
Mstep: Class 16 contains 80645 members 
Mstep: Class 17 contains 17113 members 
Mstep: Class 18 contains 15792 members 
Mstep: Class 19 contains 1564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84252960.000000 Penalty: 36760.386719
Iteration 13F: 18 clusters Score -8.425296e+07 nChanged 52510
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 2443 members 
Mstep: Class 3 contains 110824 members 
Mstep: Class 4 contains 4206 members 
Mstep: Class 5 contains 209880 members 
Mstep: Class 6 contains 6976 members 
Mstep: Class 7 contains 15449 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 51982 members 
Mstep: Class 10 contains 9120 members 
Mstep: Class 11 contains 9925 members 
Mstep: Class 13 contains 11617 members 
Mstep: Class 14 contains 35126 members 
Mstep: Class 15 contains 2545 members 
Mstep: Class 16 contains 95646 members 
Mstep: Class 17 contains 17765 members 
Mstep: Class 18 contains 15539 members 
Mstep: Class 19 contains 1603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84361408.000000 Penalty: 36760.386719
Iteration 14F: 18 clusters Score -8.436141e+07 nChanged 30852
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 2501 members 
Mstep: Class 3 contains 115033 members 
Mstep: Class 4 contains 4285 members 
Mstep: Class 5 contains 199640 members 
Mstep: Class 6 contains 7056 members 
Mstep: Class 7 contains 15485 members 
Mstep: Class 8 contains 623 members 
Mstep: Class 9 contains 51599 members 
Mstep: Class 10 contains 9093 members 
Mstep: Class 11 contains 9689 members 
Mstep: Class 13 contains 15006 members 
Mstep: Class 14 contains 37666 members 
Mstep: Class 15 contains 2920 members 
Mstep: Class 16 contains 95876 members 
Mstep: Class 17 contains 18045 members 
Mstep: Class 18 contains 15118 members 
Mstep: Class 19 contains 1619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84403056.000000 Penalty: 36760.386719
Iteration 15F: 18 clusters Score -8.440306e+07 nChanged 23228
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 2561 members 
Mstep: Class 3 contains 121634 members 
Mstep: Class 4 contains 4339 members 
Mstep: Class 5 contains 189243 members 
Mstep: Class 6 contains 7120 members 
Mstep: Class 7 contains 15494 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 51302 members 
Mstep: Class 10 contains 8479 members 
Mstep: Class 11 contains 9501 members 
Mstep: Class 13 contains 18452 members 
Mstep: Class 14 contains 39368 members 
Mstep: Class 15 contains 3347 members 
Mstep: Class 16 contains 95063 members 
Mstep: Class 17 contains 18491 members 
Mstep: Class 18 contains 14599 members 
Mstep: Class 19 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84429816.000000 Penalty: 36760.386719
Iteration 16Q: 18 clusters Score -8.442982e+07 nChanged 22725
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 128981 members 
Mstep: Class 4 contains 4397 members 
Mstep: Class 5 contains 178235 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 15497 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 51034 members 
Mstep: Class 10 contains 7515 members 
Mstep: Class 11 contains 9461 members 
Mstep: Class 13 contains 22133 members 
Mstep: Class 14 contains 40290 members 
Mstep: Class 15 contains 3819 members 
Mstep: Class 16 contains 94531 members 
Mstep: Class 17 contains 19106 members 
Mstep: Class 18 contains 14186 members 
Mstep: Class 19 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457576.000000 Penalty: 36760.386719
Iteration 17Q: 18 clusters Score -8.445758e+07 nChanged 23952
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 136024 members 
Mstep: Class 4 contains 4472 members 
Mstep: Class 5 contains 166879 members 
Mstep: Class 6 contains 7258 members 
Mstep: Class 7 contains 15447 members 
Mstep: Class 8 contains 643 members 
Mstep: Class 9 contains 51097 members 
Mstep: Class 10 contains 6788 members 
Mstep: Class 11 contains 9435 members 
Mstep: Class 13 contains 25818 members 
Mstep: Class 14 contains 40795 members 
Mstep: Class 15 contains 4253 members 
Mstep: Class 16 contains 94220 members 
Mstep: Class 17 contains 19795 members 
Mstep: Class 18 contains 14039 members 
Mstep: Class 19 contains 1629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84488112.000000 Penalty: 36760.386719
Iteration 18Q: 18 clusters Score -8.448811e+07 nChanged 27379
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 2719 members 
Mstep: Class 3 contains 143499 members 
Mstep: Class 4 contains 4588 members 
Mstep: Class 5 contains 154883 members 
Mstep: Class 6 contains 7378 members 
Mstep: Class 7 contains 15383 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 51271 members 
Mstep: Class 10 contains 6587 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 13 contains 29446 members 
Mstep: Class 14 contains 40802 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 94015 members 
Mstep: Class 17 contains 20366 members 
Mstep: Class 18 contains 14024 members 
Mstep: Class 19 contains 1604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84537720.000000 Penalty: 36760.386719
Iteration 19Q: 18 clusters Score -8.453772e+07 nChanged 29963
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 2788 members 
Mstep: Class 3 contains 147682 members 
Mstep: Class 4 contains 4708 members 
Mstep: Class 5 contains 146563 members 
Mstep: Class 6 contains 7525 members 
Mstep: Class 7 contains 15306 members 
Mstep: Class 8 contains 652 members 
Mstep: Class 9 contains 51457 members 
Mstep: Class 10 contains 6772 members 
Mstep: Class 11 contains 9677 members 
Mstep: Class 13 contains 33148 members 
Mstep: Class 14 contains 39832 members 
Mstep: Class 15 contains 4883 members 
Mstep: Class 16 contains 93866 members 
Mstep: Class 17 contains 20785 members 
Mstep: Class 18 contains 14020 members 
Mstep: Class 19 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84609808.000000 Penalty: 36760.386719
Iteration 20F: 18 clusters Score -8.460981e+07 nChanged 24258
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 2844 members 
Mstep: Class 3 contains 141714 members 
Mstep: Class 4 contains 4791 members 
Mstep: Class 5 contains 149491 members 
Mstep: Class 6 contains 7693 members 
Mstep: Class 7 contains 15230 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 51054 members 
Mstep: Class 10 contains 7193 members 
Mstep: Class 11 contains 10026 members 
Mstep: Class 13 contains 37212 members 
Mstep: Class 14 contains 37724 members 
Mstep: Class 15 contains 5192 members 
Mstep: Class 16 contains 93842 members 
Mstep: Class 17 contains 20969 members 
Mstep: Class 18 contains 14022 members 
Mstep: Class 19 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84656264.000000 Penalty: 36760.386719
Iteration 21Q: 18 clusters Score -8.465626e+07 nChanged 18885
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 2900 members 
Mstep: Class 3 contains 133227 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 154875 members 
Mstep: Class 6 contains 7850 members 
Mstep: Class 7 contains 15185 members 
Mstep: Class 8 contains 672 members 
Mstep: Class 9 contains 49736 members 
Mstep: Class 10 contains 7948 members 
Mstep: Class 11 contains 10609 members 
Mstep: Class 13 contains 40896 members 
Mstep: Class 14 contains 36455 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 93996 members 
Mstep: Class 17 contains 20867 members 
Mstep: Class 18 contains 14098 members 
Mstep: Class 19 contains 1592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84694488.000000 Penalty: 36760.386719
Iteration 22Q: 18 clusters Score -8.469449e+07 nChanged 15030
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 3 contains 126451 members 
Mstep: Class 4 contains 4859 members 
Mstep: Class 5 contains 158873 members 
Mstep: Class 6 contains 7983 members 
Mstep: Class 7 contains 15156 members 
Mstep: Class 8 contains 683 members 
Mstep: Class 9 contains 47891 members 
Mstep: Class 10 contains 9063 members 
Mstep: Class 11 contains 11335 members 
Mstep: Class 13 contains 44087 members 
Mstep: Class 14 contains 35745 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 94180 members 
Mstep: Class 17 contains 20450 members 
Mstep: Class 18 contains 14108 members 
Mstep: Class 19 contains 1613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84719728.000000 Penalty: 36760.386719
Iteration 23Q: 18 clusters Score -8.471973e+07 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 3019 members 
Mstep: Class 3 contains 122109 members 
Mstep: Class 4 contains 4852 members 
Mstep: Class 5 contains 160266 members 
Mstep: Class 6 contains 8137 members 
Mstep: Class 7 contains 15155 members 
Mstep: Class 8 contains 685 members 
Mstep: Class 9 contains 46079 members 
Mstep: Class 10 contains 10595 members 
Mstep: Class 11 contains 12147 members 
Mstep: Class 13 contains 47081 members 
Mstep: Class 14 contains 35112 members 
Mstep: Class 15 contains 6129 members 
Mstep: Class 16 contains 94388 members 
Mstep: Class 17 contains 19760 members 
Mstep: Class 18 contains 14109 members 
Mstep: Class 19 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84731704.000000 Penalty: 36760.386719
Iteration 24Q: 18 clusters Score -8.47317e+07 nChanged 10851
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 3114 members 
Mstep: Class 3 contains 118710 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 160698 members 
Mstep: Class 6 contains 8297 members 
Mstep: Class 7 contains 15157 members 
Mstep: Class 8 contains 687 members 
Mstep: Class 9 contains 44202 members 
Mstep: Class 10 contains 12226 members 
Mstep: Class 11 contains 13101 members 
Mstep: Class 13 contains 49846 members 
Mstep: Class 14 contains 34592 members 
Mstep: Class 15 contains 6427 members 
Mstep: Class 16 contains 94595 members 
Mstep: Class 17 contains 19138 members 
Mstep: Class 18 contains 13966 members 
Mstep: Class 19 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84744016.000000 Penalty: 36760.386719
Iteration 25Q: 18 clusters Score -8.474402e+07 nChanged 10136
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 3246 members 
Mstep: Class 3 contains 115637 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 160744 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 15162 members 
Mstep: Class 8 contains 688 members 
Mstep: Class 9 contains 42432 members 
Mstep: Class 10 contains 13611 members 
Mstep: Class 11 contains 14192 members 
Mstep: Class 13 contains 52326 members 
Mstep: Class 14 contains 34142 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 94783 members 
Mstep: Class 17 contains 18739 members 
Mstep: Class 18 contains 13778 members 
Mstep: Class 19 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84755496.000000 Penalty: 36760.386719
Iteration 26Q: 18 clusters Score -8.47555e+07 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 3395 members 
Mstep: Class 3 contains 112765 members 
Mstep: Class 4 contains 4806 members 
Mstep: Class 5 contains 160467 members 
Mstep: Class 6 contains 8675 members 
Mstep: Class 7 contains 15169 members 
Mstep: Class 8 contains 688 members 
Mstep: Class 9 contains 40832 members 
Mstep: Class 10 contains 14816 members 
Mstep: Class 11 contains 15450 members 
Mstep: Class 13 contains 54655 members 
Mstep: Class 14 contains 33708 members 
Mstep: Class 15 contains 7269 members 
Mstep: Class 16 contains 94926 members 
Mstep: Class 17 contains 18419 members 
Mstep: Class 18 contains 13485 members 
Mstep: Class 19 contains 1728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84762752.000000 Penalty: 36760.386719
Iteration 27Q: 18 clusters Score -8.476275e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 3574 members 
Mstep: Class 3 contains 110089 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 160129 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 15188 members 
Mstep: Class 8 contains 687 members 
Mstep: Class 9 contains 39377 members 
Mstep: Class 10 contains 15877 members 
Mstep: Class 11 contains 16773 members 
Mstep: Class 13 contains 56701 members 
Mstep: Class 14 contains 33304 members 
Mstep: Class 15 contains 7785 members 
Mstep: Class 16 contains 95050 members 
Mstep: Class 17 contains 18166 members 
Mstep: Class 18 contains 13155 members 
Mstep: Class 19 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84770608.000000 Penalty: 36760.386719
Iteration 28Q: 18 clusters Score -8.477061e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 3747 members 
Mstep: Class 3 contains 107424 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 159550 members 
Mstep: Class 6 contains 9009 members 
Mstep: Class 7 contains 15196 members 
Mstep: Class 8 contains 685 members 
Mstep: Class 9 contains 37905 members 
Mstep: Class 10 contains 16743 members 
Mstep: Class 11 contains 18155 members 
Mstep: Class 13 contains 58927 members 
Mstep: Class 14 contains 32923 members 
Mstep: Class 15 contains 8495 members 
Mstep: Class 16 contains 95158 members 
Mstep: Class 17 contains 18011 members 
Mstep: Class 18 contains 12766 members 
Mstep: Class 19 contains 1794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84776456.000000 Penalty: 36760.386719
Iteration 29Q: 18 clusters Score -8.477646e+07 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 3945 members 
Mstep: Class 3 contains 105099 members 
Mstep: Class 4 contains 4755 members 
Mstep: Class 5 contains 158866 members 
Mstep: Class 6 contains 9162 members 
Mstep: Class 7 contains 15204 members 
Mstep: Class 8 contains 686 members 
Mstep: Class 9 contains 36421 members 
Mstep: Class 10 contains 17443 members 
Mstep: Class 11 contains 19600 members 
Mstep: Class 13 contains 60754 members 
Mstep: Class 14 contains 32567 members 
Mstep: Class 15 contains 9352 members 
Mstep: Class 16 contains 95225 members 
Mstep: Class 17 contains 17982 members 
Mstep: Class 18 contains 12376 members 
Mstep: Class 19 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84782608.000000 Penalty: 36760.386719
Iteration 30Q: 18 clusters Score -8.478261e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 4133 members 
Mstep: Class 3 contains 103309 members 
Mstep: Class 4 contains 4739 members 
Mstep: Class 5 contains 158319 members 
Mstep: Class 6 contains 9343 members 
Mstep: Class 7 contains 15207 members 
Mstep: Class 8 contains 687 members 
Mstep: Class 9 contains 34822 members 
Mstep: Class 10 contains 17972 members 
Mstep: Class 11 contains 21081 members 
Mstep: Class 13 contains 61716 members 
Mstep: Class 14 contains 32318 members 
Mstep: Class 15 contains 10478 members 
Mstep: Class 16 contains 95254 members 
Mstep: Class 17 contains 18011 members 
Mstep: Class 18 contains 12012 members 
Mstep: Class 19 contains 1852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84790184.000000 Penalty: 36760.386719
Iteration 31Q: 18 clusters Score -8.479018e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 4324 members 
Mstep: Class 3 contains 101685 members 
Mstep: Class 4 contains 4740 members 
Mstep: Class 5 contains 157931 members 
Mstep: Class 6 contains 9528 members 
Mstep: Class 7 contains 15216 members 
Mstep: Class 8 contains 687 members 
Mstep: Class 9 contains 33263 members 
Mstep: Class 10 contains 18356 members 
Mstep: Class 11 contains 22490 members 
Mstep: Class 13 contains 62222 members 
Mstep: Class 14 contains 32139 members 
Mstep: Class 15 contains 11747 members 
Mstep: Class 16 contains 95279 members 
Mstep: Class 17 contains 18072 members 
Mstep: Class 18 contains 11685 members 
Mstep: Class 19 contains 1889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84797752.000000 Penalty: 36760.386719
Iteration 32Q: 18 clusters Score -8.479775e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 100265 members 
Mstep: Class 4 contains 4731 members 
Mstep: Class 5 contains 157755 members 
Mstep: Class 6 contains 9691 members 
Mstep: Class 7 contains 15218 members 
Mstep: Class 8 contains 687 members 
Mstep: Class 9 contains 31792 members 
Mstep: Class 10 contains 18701 members 
Mstep: Class 11 contains 23848 members 
Mstep: Class 13 contains 62276 members 
Mstep: Class 14 contains 31959 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 95291 members 
Mstep: Class 17 contains 18144 members 
Mstep: Class 18 contains 11509 members 
Mstep: Class 19 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84804776.000000 Penalty: 36760.386719
Iteration 33Q: 18 clusters Score -8.480478e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 4663 members 
Mstep: Class 3 contains 98863 members 
Mstep: Class 4 contains 4731 members 
Mstep: Class 5 contains 157754 members 
Mstep: Class 6 contains 9844 members 
Mstep: Class 7 contains 15226 members 
Mstep: Class 8 contains 688 members 
Mstep: Class 9 contains 30447 members 
Mstep: Class 10 contains 19029 members 
Mstep: Class 11 contains 25177 members 
Mstep: Class 13 contains 62127 members 
Mstep: Class 14 contains 31842 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 95304 members 
Mstep: Class 17 contains 18193 members 
Mstep: Class 18 contains 11454 members 
Mstep: Class 19 contains 1943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84810848.000000 Penalty: 36760.386719
Iteration 34Q: 18 clusters Score -8.481085e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 4787 members 
Mstep: Class 3 contains 97547 members 
Mstep: Class 4 contains 4722 members 
Mstep: Class 5 contains 157875 members 
Mstep: Class 6 contains 9983 members 
Mstep: Class 7 contains 15235 members 
Mstep: Class 8 contains 689 members 
Mstep: Class 9 contains 29194 members 
Mstep: Class 10 contains 19306 members 
Mstep: Class 11 contains 26510 members 
Mstep: Class 13 contains 61879 members 
Mstep: Class 14 contains 31754 members 
Mstep: Class 15 contains 14749 members 
Mstep: Class 16 contains 95305 members 
Mstep: Class 17 contains 18259 members 
Mstep: Class 18 contains 11473 members 
Mstep: Class 19 contains 1986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84818024.000000 Penalty: 36760.386719
Iteration 35Q: 18 clusters Score -8.481802e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 4897 members 
Mstep: Class 3 contains 96267 members 
Mstep: Class 4 contains 4714 members 
Mstep: Class 5 contains 158149 members 
Mstep: Class 6 contains 10129 members 
Mstep: Class 7 contains 15235 members 
Mstep: Class 8 contains 688 members 
Mstep: Class 9 contains 28234 members 
Mstep: Class 10 contains 19538 members 
Mstep: Class 11 contains 27661 members 
Mstep: Class 13 contains 61445 members 
Mstep: Class 14 contains 31662 members 
Mstep: Class 15 contains 15424 members 
Mstep: Class 16 contains 95307 members 
Mstep: Class 17 contains 18342 members 
Mstep: Class 18 contains 11530 members 
Mstep: Class 19 contains 2031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84824432.000000 Penalty: 36760.386719
Iteration 36Q: 18 clusters Score -8.482443e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 95016 members 
Mstep: Class 4 contains 4711 members 
Mstep: Class 5 contains 158413 members 
Mstep: Class 6 contains 10241 members 
Mstep: Class 7 contains 15239 members 
Mstep: Class 8 contains 688 members 
Mstep: Class 9 contains 27511 members 
Mstep: Class 10 contains 19761 members 
Mstep: Class 11 contains 28649 members 
Mstep: Class 13 contains 60999 members 
Mstep: Class 14 contains 31574 members 
Mstep: Class 15 contains 16027 members 
Mstep: Class 16 contains 95329 members 
Mstep: Class 17 contains 18432 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84830976.000000 Penalty: 36760.386719
Iteration 37Q: 18 clusters Score -8.483098e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 93802 members 
Mstep: Class 4 contains 4707 members 
Mstep: Class 5 contains 158657 members 
Mstep: Class 6 contains 10302 members 
Mstep: Class 7 contains 15255 members 
Mstep: Class 8 contains 688 members 
Mstep: Class 9 contains 26951 members 
Mstep: Class 10 contains 19970 members 
Mstep: Class 11 contains 29440 members 
Mstep: Class 13 contains 60644 members 
Mstep: Class 14 contains 31529 members 
Mstep: Class 15 contains 16521 members 
Mstep: Class 16 contains 95348 members 
Mstep: Class 17 contains 18521 members 
Mstep: Class 18 contains 11688 members 
Mstep: Class 19 contains 2156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84836016.000000 Penalty: 36760.386719
Iteration 38Q: 18 clusters Score -8.483602e+07 nChanged 5196
Entering ConstructFrom: 
Score: -84836016.000000 Penalty: 36760.386719
Entering ConstructFrom: 
Trying to split cluster 2 (5137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Entering Unmasked Estep 
Score: -613227.562500 Penalty: 1388.436523
	Iteration 0F: 2 clusters Score -613227.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -609328.187500 Penalty: 2776.873047
	Iteration 0F: 3 clusters Score -609328.2 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -612227.000000 Penalty: 2776.873047
	Iteration 1F: 3 clusters Score -612227 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -615939.312500 Penalty: 2776.873047
	Iteration 2F: 3 clusters Score -615939.3 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -618401.625000 Penalty: 2776.873047
	Iteration 3F: 3 clusters Score -618401.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -619267.375000 Penalty: 2776.873047
	Iteration 4F: 3 clusters Score -619267.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -619741.312500 Penalty: 2776.873047
	Iteration 5Q: 3 clusters Score -619741.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -620025.812500 Penalty: 2776.873047
	Iteration 6Q: 3 clusters Score -620025.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -620323.687500 Penalty: 2776.873047
	Iteration 7Q: 3 clusters Score -620323.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -620581.062500 Penalty: 2776.873047
	Iteration 8Q: 3 clusters Score -620581.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -620799.125000 Penalty: 2776.873047
	Iteration 9Q: 3 clusters Score -620799.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -621008.187500 Penalty: 2776.873047
	Iteration 10Q: 3 clusters Score -621008.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -621178.937500 Penalty: 2776.873047
	Iteration 11Q: 3 clusters Score -621178.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -621283.625000 Penalty: 2776.873047
	Iteration 12Q: 3 clusters Score -621283.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -621363.562500 Penalty: 2776.873047
	Iteration 13Q: 3 clusters Score -621363.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -621416.312500 Penalty: 2776.873047
	Iteration 14Q: 3 clusters Score -621416.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -621454.437500 Penalty: 2776.873047
	Iteration 15Q: 3 clusters Score -621454.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -621468.187500 Penalty: 2776.873047
	Iteration 16Q: 3 clusters Score -621468.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -621473.875000 Penalty: 2776.873047
	Iteration 17Q: 3 clusters Score -621473.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -621480.312500 Penalty: 2776.873047
	Iteration 18Q: 3 clusters Score -621480.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -621482.125000 Penalty: 2776.873047
	Iteration 19Q: 3 clusters Score -621482.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -621485.500000 Penalty: 2776.873047
	Iteration 20F: 3 clusters Score -621485.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -621487.937500 Penalty: 2776.873047
	Iteration 21Q: 3 clusters Score -621487.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -621489.000000 Penalty: 2776.873047
	Iteration 22Q: 3 clusters Score -621489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -621490.750000 Penalty: 2776.873047
	Iteration 23Q: 3 clusters Score -621490.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -621492.812500 Penalty: 2776.873047
	Iteration 24Q: 3 clusters Score -621492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -621493.625000 Penalty: 2776.873047
	Iteration 25Q: 3 clusters Score -621493.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -621494.937500 Penalty: 2776.873047
	Iteration 26Q: 3 clusters Score -621494.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -621497.875000 Penalty: 2776.873047
	Iteration 27Q: 3 clusters Score -621497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -621497.875000 Penalty: 2776.873047
	Iteration 28Q: 3 clusters Score -621497.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -621497.937500 Penalty: 2776.873047
	Iteration 29Q: 3 clusters Score -621497.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -621497.875000 Penalty: 2776.873047
	Iteration 30Q: 3 clusters Score -621497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -621497.562500 Penalty: 2776.873047
	Iteration 31Q: 3 clusters Score -621497.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -621497.562500 Penalty: 2776.873047
	Iteration 32F: 3 clusters Score -621497.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 92686 members 
Mstep: Class 4 contains 4711 members 
Mstep: Class 5 contains 158864 members 
Mstep: Class 6 contains 10307 members 
Mstep: Class 7 contains 15263 members 
Mstep: Class 8 contains 688 members 
Mstep: Class 9 contains 26430 members 
Mstep: Class 10 contains 20156 members 
Mstep: Class 11 contains 30056 members 
Mstep: Class 13 contains 60425 members 
Mstep: Class 14 contains 31493 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 95375 members 
Mstep: Class 17 contains 18608 members 
Mstep: Class 18 contains 11815 members 
Mstep: Class 19 contains 2275 members 
Entering Unmasked Estep 
Score: -84847872.000000 Penalty: 38922.761719
Splitting cluster 2 changes total score from -84836016.000000 to -84847872.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (92686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92686 members 
Entering Unmasked Estep 
Score: -13854901.000000 Penalty: 1858.508057
	Iteration 0F: 2 clusters Score -1.38549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -13873419.000000 Penalty: 3717.016113
	Iteration 0F: 3 clusters Score -1.387342e+07 nChanged 44433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -13901928.000000 Penalty: 3717.016113
	Iteration 1F: 3 clusters Score -1.390193e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -13904722.000000 Penalty: 3717.016113
	Iteration 2F: 3 clusters Score -1.390472e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -13910473.000000 Penalty: 3717.016113
	Iteration 3F: 3 clusters Score -1.391047e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -13918704.000000 Penalty: 3717.016113
	Iteration 4F: 3 clusters Score -1.39187e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -13928121.000000 Penalty: 3717.016113
	Iteration 5F: 3 clusters Score -1.392812e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -13935060.000000 Penalty: 3717.016113
	Iteration 6F: 3 clusters Score -1.393506e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -13937981.000000 Penalty: 3717.016113
	Iteration 7F: 3 clusters Score -1.393798e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -13939650.000000 Penalty: 3717.016113
	Iteration 8Q: 3 clusters Score -1.393965e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 55474 members 
Entering Unmasked Estep 
Score: -13941017.000000 Penalty: 3717.016113
	Iteration 9Q: 3 clusters Score -1.394102e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -13941637.000000 Penalty: 3717.016113
	Iteration 10Q: 3 clusters Score -1.394164e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -13942229.000000 Penalty: 3717.016113
	Iteration 11Q: 3 clusters Score -1.394223e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 57434 members 
Entering Unmasked Estep 
Score: -13942654.000000 Penalty: 3717.016113
	Iteration 12Q: 3 clusters Score -1.394265e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -13942860.000000 Penalty: 3717.016113
	Iteration 13Q: 3 clusters Score -1.394286e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 58153 members 
Entering Unmasked Estep 
Score: -13943045.000000 Penalty: 3717.016113
	Iteration 14Q: 3 clusters Score -1.394304e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
Score: -13943219.000000 Penalty: 3717.016113
	Iteration 15Q: 3 clusters Score -1.394322e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 58545 members 
Entering Unmasked Estep 
Score: -13943334.000000 Penalty: 3717.016113
	Iteration 16Q: 3 clusters Score -1.394333e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -13943473.000000 Penalty: 3717.016113
	Iteration 17Q: 3 clusters Score -1.394347e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 58764 members 
Entering Unmasked Estep 
Score: -13943637.000000 Penalty: 3717.016113
	Iteration 18Q: 3 clusters Score -1.394364e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 58766 members 
Entering Unmasked Estep 
Score: -13943867.000000 Penalty: 3717.016113
	Iteration 19Q: 3 clusters Score -1.394387e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 58703 members 
Entering Unmasked Estep 
Score: -13944042.000000 Penalty: 3717.016113
	Iteration 20F: 3 clusters Score -1.394404e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -13944261.000000 Penalty: 3717.016113
	Iteration 21Q: 3 clusters Score -1.394426e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 58572 members 
Entering Unmasked Estep 
Score: -13944528.000000 Penalty: 3717.016113
	Iteration 22Q: 3 clusters Score -1.394453e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 58456 members 
Entering Unmasked Estep 
Score: -13944805.000000 Penalty: 3717.016113
	Iteration 23Q: 3 clusters Score -1.39448e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 58317 members 
Entering Unmasked Estep 
Score: -13945031.000000 Penalty: 3717.016113
	Iteration 24Q: 3 clusters Score -1.394503e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -13945236.000000 Penalty: 3717.016113
	Iteration 25Q: 3 clusters Score -1.394524e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -13945426.000000 Penalty: 3717.016113
	Iteration 26Q: 3 clusters Score -1.394543e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -13945620.000000 Penalty: 3717.016113
	Iteration 27Q: 3 clusters Score -1.394562e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -13945759.000000 Penalty: 3717.016113
	Iteration 28Q: 3 clusters Score -1.394576e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 57588 members 
Entering Unmasked Estep 
Score: -13945908.000000 Penalty: 3717.016113
	Iteration 29Q: 3 clusters Score -1.394591e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -13945962.000000 Penalty: 3717.016113
	Iteration 30Q: 3 clusters Score -1.394596e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 57498 members 
Entering Unmasked Estep 
Score: -13946082.000000 Penalty: 3717.016113
	Iteration 31Q: 3 clusters Score -1.394608e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 57470 members 
Entering Unmasked Estep 
Score: -13946142.000000 Penalty: 3717.016113
	Iteration 32Q: 3 clusters Score -1.394614e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 57460 members 
Entering Unmasked Estep 
Score: -13946257.000000 Penalty: 3717.016113
	Iteration 33Q: 3 clusters Score -1.394626e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 57445 members 
Entering Unmasked Estep 
Score: -13946267.000000 Penalty: 3717.016113
	Iteration 34Q: 3 clusters Score -1.394627e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 57444 members 
Entering Unmasked Estep 
Score: -13946277.000000 Penalty: 3717.016113
	Iteration 35Q: 3 clusters Score -1.394628e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 57475 members 
Entering Unmasked Estep 
Score: -13946313.000000 Penalty: 3717.016113
	Iteration 36Q: 3 clusters Score -1.394631e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -13946360.000000 Penalty: 3717.016113
	Iteration 37Q: 3 clusters Score -1.394636e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 57508 members 
Entering Unmasked Estep 
Score: -13946401.000000 Penalty: 3717.016113
	Iteration 38Q: 3 clusters Score -1.39464e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 57500 members 
Entering Unmasked Estep 
Score: -13946435.000000 Penalty: 3717.016113
	Iteration 39Q: 3 clusters Score -1.394644e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -13946459.000000 Penalty: 3717.016113
	Iteration 40F: 3 clusters Score -1.394646e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -13946487.000000 Penalty: 3717.016113
	Iteration 41Q: 3 clusters Score -1.394649e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 57518 members 
Entering Unmasked Estep 
Score: -13946472.000000 Penalty: 3717.016113
	Iteration 42Q: 3 clusters Score -1.394647e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -13946515.000000 Penalty: 3717.016113
	Iteration 43Q: 3 clusters Score -1.394652e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 57521 members 
Entering Unmasked Estep 
Score: -13946585.000000 Penalty: 3717.016113
	Iteration 44Q: 3 clusters Score -1.394658e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -13946599.000000 Penalty: 3717.016113
	Iteration 45Q: 3 clusters Score -1.39466e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 57460 members 
Entering Unmasked Estep 
Score: -13946586.000000 Penalty: 3717.016113
	Iteration 46Q: 3 clusters Score -1.394659e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
Score: -13946595.000000 Penalty: 3717.016113
	Iteration 47Q: 3 clusters Score -1.39466e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 57376 members 
Entering Unmasked Estep 
Score: -13946592.000000 Penalty: 3717.016113
	Iteration 48Q: 3 clusters Score -1.394659e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -13946578.000000 Penalty: 3717.016113
	Iteration 49Q: 3 clusters Score -1.394658e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 57316 members 
Entering Unmasked Estep 
Score: -13946571.000000 Penalty: 3717.016113
	Iteration 50Q: 3 clusters Score -1.394657e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 57309 members 
Entering Unmasked Estep 
Score: -13946595.000000 Penalty: 3717.016113
	Iteration 51Q: 3 clusters Score -1.39466e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 57310 members 
Entering Unmasked Estep 
Score: -13946598.000000 Penalty: 3717.016113
	Iteration 52Q: 3 clusters Score -1.39466e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
Score: -13946588.000000 Penalty: 3717.016113
	Iteration 53Q: 3 clusters Score -1.394659e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -13946579.000000 Penalty: 3717.016113
	Iteration 54Q: 3 clusters Score -1.394658e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 57288 members 
Entering Unmasked Estep 
Score: -13946602.000000 Penalty: 3717.016113
	Iteration 55Q: 3 clusters Score -1.39466e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -13946594.000000 Penalty: 3717.016113
	Iteration 56Q: 3 clusters Score -1.394659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 57288 members 
Entering Unmasked Estep 
Score: -13946589.000000 Penalty: 3717.016113
	Iteration 57Q: 3 clusters Score -1.394659e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 57292 members 
Entering Unmasked Estep 
Score: -13946583.000000 Penalty: 3717.016113
	Iteration 58Q: 3 clusters Score -1.394658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -13946581.000000 Penalty: 3717.016113
	Iteration 59Q: 3 clusters Score -1.394658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -13946577.000000 Penalty: 3717.016113
	Iteration 60F: 3 clusters Score -1.394658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -13946583.000000 Penalty: 3717.016113
	Iteration 61Q: 3 clusters Score -1.394658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -13946568.000000 Penalty: 3717.016113
	Iteration 62Q: 3 clusters Score -1.394657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -13946576.000000 Penalty: 3717.016113
	Iteration 63Q: 3 clusters Score -1.394658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 57281 members 
Entering Unmasked Estep 
Score: -13946587.000000 Penalty: 3717.016113
	Iteration 64Q: 3 clusters Score -1.394659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -13946591.000000 Penalty: 3717.016113
	Iteration 65Q: 3 clusters Score -1.394659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -13946601.000000 Penalty: 3717.016113
	Iteration 66Q: 3 clusters Score -1.39466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 57281 members 
Entering Unmasked Estep 
Score: -13946604.000000 Penalty: 3717.016113
	Iteration 67Q: 3 clusters Score -1.39466e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -13946616.000000 Penalty: 3717.016113
	Iteration 68Q: 3 clusters Score -1.394662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 57267 members 
Entering Unmasked Estep 
Score: -13946620.000000 Penalty: 3717.016113
	Iteration 69Q: 3 clusters Score -1.394662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -13946634.000000 Penalty: 3717.016113
	Iteration 70Q: 3 clusters Score -1.394663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -13946638.000000 Penalty: 3717.016113
	Iteration 71Q: 3 clusters Score -1.394664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -13946643.000000 Penalty: 3717.016113
	Iteration 72Q: 3 clusters Score -1.394664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -13946634.000000 Penalty: 3717.016113
	Iteration 73Q: 3 clusters Score -1.394663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -13946634.000000 Penalty: 3717.016113
	Iteration 74Q: 3 clusters Score -1.394663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 57268 members 
Entering Unmasked Estep 
Score: -13946630.000000 Penalty: 3717.016113
	Iteration 75Q: 3 clusters Score -1.394663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -13946614.000000 Penalty: 3717.016113
	Iteration 76Q: 3 clusters Score -1.394661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 57268 members 
Entering Unmasked Estep 
Score: -13946605.000000 Penalty: 3717.016113
	Iteration 77Q: 3 clusters Score -1.39466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -13946621.000000 Penalty: 3717.016113
	Iteration 78Q: 3 clusters Score -1.394662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -13946623.000000 Penalty: 3717.016113
	Iteration 79Q: 3 clusters Score -1.394662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -13946617.000000 Penalty: 3717.016113
	Iteration 80F: 3 clusters Score -1.394662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 35421 members 
Mstep: Class 4 contains 4711 members 
Mstep: Class 5 contains 158864 members 
Mstep: Class 6 contains 10307 members 
Mstep: Class 7 contains 15263 members 
Mstep: Class 8 contains 688 members 
Mstep: Class 9 contains 26430 members 
Mstep: Class 10 contains 20156 members 
Mstep: Class 11 contains 30056 members 
Mstep: Class 12 contains 57265 members 
Mstep: Class 13 contains 60425 members 
Mstep: Class 14 contains 31493 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 95375 members 
Mstep: Class 17 contains 18608 members 
Mstep: Class 18 contains 11815 members 
Mstep: Class 19 contains 2275 members 
Entering Unmasked Estep 
Score: -84939576.000000 Penalty: 41085.140625
Splitting cluster 3 changes total score from -84836016.000000 to -84939576.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 4 (4711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Entering Unmasked Estep 
Score: -568348.562500 Penalty: 1374.369141
	Iteration 0F: 2 clusters Score -568348.6 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 2391 members 
Entering Unmasked Estep 
Score: -564662.812500 Penalty: 2748.738281
	Iteration 0F: 3 clusters Score -564662.8 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -567355.437500 Penalty: 2748.738281
	Iteration 1F: 3 clusters Score -567355.4 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -570440.937500 Penalty: 2748.738281
	Iteration 2F: 3 clusters Score -570440.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -573299.312500 Penalty: 2748.738281
	Iteration 3F: 3 clusters Score -573299.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -575270.312500 Penalty: 2748.738281
	Iteration 4F: 3 clusters Score -575270.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -576859.000000 Penalty: 2748.738281
	Iteration 5F: 3 clusters Score -576859 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -577957.375000 Penalty: 2748.738281
	Iteration 6F: 3 clusters Score -577957.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -578356.312500 Penalty: 2748.738281
	Iteration 7Q: 3 clusters Score -578356.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -578513.312500 Penalty: 2748.738281
	Iteration 8Q: 3 clusters Score -578513.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -578580.437500 Penalty: 2748.738281
	Iteration 9Q: 3 clusters Score -578580.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -578607.687500 Penalty: 2748.738281
	Iteration 10Q: 3 clusters Score -578607.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -578612.812500 Penalty: 2748.738281
	Iteration 11Q: 3 clusters Score -578612.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -578614.187500 Penalty: 2748.738281
	Iteration 12Q: 3 clusters Score -578614.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -578629.437500 Penalty: 2748.738281
	Iteration 13Q: 3 clusters Score -578629.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -578631.625000 Penalty: 2748.738281
	Iteration 14Q: 3 clusters Score -578631.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -578632.812500 Penalty: 2748.738281
	Iteration 15Q: 3 clusters Score -578632.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -578633.187500 Penalty: 2748.738281
	Iteration 16Q: 3 clusters Score -578633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -578634.187500 Penalty: 2748.738281
	Iteration 17Q: 3 clusters Score -578634.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -578634.187500 Penalty: 2748.738281
	Iteration 18F: 3 clusters Score -578634.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 35421 members 
Mstep: Class 4 contains 2901 members 
Mstep: Class 5 contains 158864 members 
Mstep: Class 6 contains 10307 members 
Mstep: Class 7 contains 15263 members 
Mstep: Class 8 contains 688 members 
Mstep: Class 9 contains 26430 members 
Mstep: Class 10 contains 20156 members 
Mstep: Class 11 contains 30056 members 
Mstep: Class 12 contains 57265 members 
Mstep: Class 13 contains 60425 members 
Mstep: Class 14 contains 31493 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 95375 members 
Mstep: Class 17 contains 18608 members 
Mstep: Class 18 contains 11815 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 1810 members 
Entering Unmasked Estep 
Score: -84949312.000000 Penalty: 43247.515625
Splitting cluster 4 changes total score from -84836016.000000 to -84949312.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (158864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158864 members 
Entering Unmasked Estep 
Score: -23425366.000000 Penalty: 1946.067993
	Iteration 0F: 2 clusters Score -2.342537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79612 members 
Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
Score: -23467420.000000 Penalty: 3892.135986
	Iteration 0F: 3 clusters Score -2.346742e+07 nChanged 77107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71117 members 
Mstep: Class 2 contains 87747 members 
Entering Unmasked Estep 
Score: -23518094.000000 Penalty: 3892.135986
	Iteration 1F: 3 clusters Score -2.351809e+07 nChanged 25863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84604 members 
Mstep: Class 2 contains 74260 members 
Entering Unmasked Estep 
Score: -23518950.000000 Penalty: 3892.135986
	Iteration 2F: 3 clusters Score -2.351895e+07 nChanged 25581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74415 members 
Mstep: Class 2 contains 84449 members 
Entering Unmasked Estep 
Score: -23522212.000000 Penalty: 3892.135986
	Iteration 3F: 3 clusters Score -2.352221e+07 nChanged 21343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80538 members 
Mstep: Class 2 contains 78326 members 
Entering Unmasked Estep 
Score: -23534648.000000 Penalty: 3892.135986
	Iteration 4F: 3 clusters Score -2.353465e+07 nChanged 17211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 82777 members 
Entering Unmasked Estep 
Score: -23547470.000000 Penalty: 3892.135986
	Iteration 5F: 3 clusters Score -2.354747e+07 nChanged 14611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75296 members 
Mstep: Class 2 contains 83568 members 
Entering Unmasked Estep 
Score: -23558344.000000 Penalty: 3892.135986
	Iteration 6F: 3 clusters Score -2.355834e+07 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74112 members 
Mstep: Class 2 contains 84752 members 
Entering Unmasked Estep 
Score: -23564430.000000 Penalty: 3892.135986
	Iteration 7F: 3 clusters Score -2.356443e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73339 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -23567760.000000 Penalty: 3892.135986
	Iteration 8F: 3 clusters Score -2.356776e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72793 members 
Mstep: Class 2 contains 86071 members 
Entering Unmasked Estep 
Score: -23569770.000000 Penalty: 3892.135986
	Iteration 9Q: 3 clusters Score -2.356977e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72356 members 
Mstep: Class 2 contains 86508 members 
Entering Unmasked Estep 
Score: -23570822.000000 Penalty: 3892.135986
	Iteration 10Q: 3 clusters Score -2.357082e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71937 members 
Mstep: Class 2 contains 86927 members 
Entering Unmasked Estep 
Score: -23571172.000000 Penalty: 3892.135986
	Iteration 11Q: 3 clusters Score -2.357117e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 87233 members 
Entering Unmasked Estep 
Score: -23571782.000000 Penalty: 3892.135986
	Iteration 12Q: 3 clusters Score -2.357178e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71540 members 
Mstep: Class 2 contains 87324 members 
Entering Unmasked Estep 
Score: -23572316.000000 Penalty: 3892.135986
	Iteration 13Q: 3 clusters Score -2.357232e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71467 members 
Mstep: Class 2 contains 87397 members 
Entering Unmasked Estep 
Score: -23572624.000000 Penalty: 3892.135986
	Iteration 14Q: 3 clusters Score -2.357262e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71409 members 
Mstep: Class 2 contains 87455 members 
Entering Unmasked Estep 
Score: -23572848.000000 Penalty: 3892.135986
	Iteration 15Q: 3 clusters Score -2.357285e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71401 members 
Mstep: Class 2 contains 87463 members 
Entering Unmasked Estep 
Score: -23573120.000000 Penalty: 3892.135986
	Iteration 16Q: 3 clusters Score -2.357312e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71414 members 
Mstep: Class 2 contains 87450 members 
Entering Unmasked Estep 
Score: -23573224.000000 Penalty: 3892.135986
	Iteration 17Q: 3 clusters Score -2.357322e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71397 members 
Mstep: Class 2 contains 87467 members 
Entering Unmasked Estep 
Score: -23573184.000000 Penalty: 3892.135986
	Iteration 18Q: 3 clusters Score -2.357318e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71411 members 
Mstep: Class 2 contains 87453 members 
Entering Unmasked Estep 
Score: -23573212.000000 Penalty: 3892.135986
	Iteration 19Q: 3 clusters Score -2.357321e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 87407 members 
Entering Unmasked Estep 
Score: -23573250.000000 Penalty: 3892.135986
	Iteration 20F: 3 clusters Score -2.357325e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71511 members 
Mstep: Class 2 contains 87353 members 
Entering Unmasked Estep 
Score: -23573304.000000 Penalty: 3892.135986
	Iteration 21Q: 3 clusters Score -2.35733e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71532 members 
Mstep: Class 2 contains 87332 members 
Entering Unmasked Estep 
Score: -23573406.000000 Penalty: 3892.135986
	Iteration 22Q: 3 clusters Score -2.357341e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71546 members 
Mstep: Class 2 contains 87318 members 
Entering Unmasked Estep 
Score: -23573448.000000 Penalty: 3892.135986
	Iteration 23Q: 3 clusters Score -2.357345e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71620 members 
Mstep: Class 2 contains 87244 members 
Entering Unmasked Estep 
Score: -23573444.000000 Penalty: 3892.135986
	Iteration 24Q: 3 clusters Score -2.357344e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71660 members 
Mstep: Class 2 contains 87204 members 
Entering Unmasked Estep 
Score: -23573422.000000 Penalty: 3892.135986
	Iteration 25Q: 3 clusters Score -2.357342e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71724 members 
Mstep: Class 2 contains 87140 members 
Entering Unmasked Estep 
Score: -23573378.000000 Penalty: 3892.135986
	Iteration 26Q: 3 clusters Score -2.357338e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71793 members 
Mstep: Class 2 contains 87071 members 
Entering Unmasked Estep 
Score: -23573388.000000 Penalty: 3892.135986
	Iteration 27Q: 3 clusters Score -2.357339e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71803 members 
Mstep: Class 2 contains 87061 members 
Entering Unmasked Estep 
Score: -23573378.000000 Penalty: 3892.135986
	Iteration 28Q: 3 clusters Score -2.357338e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 86997 members 
Entering Unmasked Estep 
Score: -23573382.000000 Penalty: 3892.135986
	Iteration 29Q: 3 clusters Score -2.357338e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71919 members 
Mstep: Class 2 contains 86945 members 
Entering Unmasked Estep 
Score: -23573346.000000 Penalty: 3892.135986
	Iteration 30Q: 3 clusters Score -2.357335e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71967 members 
Mstep: Class 2 contains 86897 members 
Entering Unmasked Estep 
Score: -23573392.000000 Penalty: 3892.135986
	Iteration 31Q: 3 clusters Score -2.357339e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72002 members 
Mstep: Class 2 contains 86862 members 
Entering Unmasked Estep 
Score: -23573446.000000 Penalty: 3892.135986
	Iteration 32Q: 3 clusters Score -2.357345e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72063 members 
Mstep: Class 2 contains 86801 members 
Entering Unmasked Estep 
Score: -23573448.000000 Penalty: 3892.135986
	Iteration 33Q: 3 clusters Score -2.357345e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72134 members 
Mstep: Class 2 contains 86730 members 
Entering Unmasked Estep 
Score: -23573596.000000 Penalty: 3892.135986
	Iteration 34Q: 3 clusters Score -2.35736e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72216 members 
Mstep: Class 2 contains 86648 members 
Entering Unmasked Estep 
Score: -23573648.000000 Penalty: 3892.135986
	Iteration 35Q: 3 clusters Score -2.357365e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72308 members 
Mstep: Class 2 contains 86556 members 
Entering Unmasked Estep 
Score: -23573692.000000 Penalty: 3892.135986
	Iteration 36Q: 3 clusters Score -2.357369e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72336 members 
Mstep: Class 2 contains 86528 members 
Entering Unmasked Estep 
Score: -23573726.000000 Penalty: 3892.135986
	Iteration 37Q: 3 clusters Score -2.357373e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72386 members 
Mstep: Class 2 contains 86478 members 
Entering Unmasked Estep 
Score: -23573758.000000 Penalty: 3892.135986
	Iteration 38Q: 3 clusters Score -2.357376e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72404 members 
Mstep: Class 2 contains 86460 members 
Entering Unmasked Estep 
Score: -23573798.000000 Penalty: 3892.135986
	Iteration 39Q: 3 clusters Score -2.35738e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72450 members 
Mstep: Class 2 contains 86414 members 
Entering Unmasked Estep 
Score: -23573824.000000 Penalty: 3892.135986
	Iteration 40F: 3 clusters Score -2.357382e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72491 members 
Mstep: Class 2 contains 86373 members 
Entering Unmasked Estep 
Score: -23573810.000000 Penalty: 3892.135986
	Iteration 41Q: 3 clusters Score -2.357381e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72529 members 
Mstep: Class 2 contains 86335 members 
Entering Unmasked Estep 
Score: -23573800.000000 Penalty: 3892.135986
	Iteration 42Q: 3 clusters Score -2.35738e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72563 members 
Mstep: Class 2 contains 86301 members 
Entering Unmasked Estep 
Score: -23573776.000000 Penalty: 3892.135986
	Iteration 43Q: 3 clusters Score -2.357378e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72586 members 
Mstep: Class 2 contains 86278 members 
Entering Unmasked Estep 
Score: -23573718.000000 Penalty: 3892.135986
	Iteration 44Q: 3 clusters Score -2.357372e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72627 members 
Mstep: Class 2 contains 86237 members 
Entering Unmasked Estep 
Score: -23573650.000000 Penalty: 3892.135986
	Iteration 45Q: 3 clusters Score -2.357365e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 86186 members 
Entering Unmasked Estep 
Score: -23573710.000000 Penalty: 3892.135986
	Iteration 46Q: 3 clusters Score -2.357371e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72717 members 
Mstep: Class 2 contains 86147 members 
Entering Unmasked Estep 
Score: -23573756.000000 Penalty: 3892.135986
	Iteration 47Q: 3 clusters Score -2.357376e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72800 members 
Mstep: Class 2 contains 86064 members 
Entering Unmasked Estep 
Score: -23573852.000000 Penalty: 3892.135986
	Iteration 48Q: 3 clusters Score -2.357385e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 85998 members 
Entering Unmasked Estep 
Score: -23573870.000000 Penalty: 3892.135986
	Iteration 49Q: 3 clusters Score -2.357387e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72915 members 
Mstep: Class 2 contains 85949 members 
Entering Unmasked Estep 
Score: -23573866.000000 Penalty: 3892.135986
	Iteration 50Q: 3 clusters Score -2.357387e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72955 members 
Mstep: Class 2 contains 85909 members 
Entering Unmasked Estep 
Score: -23573732.000000 Penalty: 3892.135986
	Iteration 51Q: 3 clusters Score -2.357373e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72990 members 
Mstep: Class 2 contains 85874 members 
Entering Unmasked Estep 
Score: -23573732.000000 Penalty: 3892.135986
	Iteration 52Q: 3 clusters Score -2.357373e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73050 members 
Mstep: Class 2 contains 85814 members 
Entering Unmasked Estep 
Score: -23573834.000000 Penalty: 3892.135986
	Iteration 53Q: 3 clusters Score -2.357383e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73077 members 
Mstep: Class 2 contains 85787 members 
Entering Unmasked Estep 
Score: -23573830.000000 Penalty: 3892.135986
	Iteration 54Q: 3 clusters Score -2.357383e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73101 members 
Mstep: Class 2 contains 85763 members 
Entering Unmasked Estep 
Score: -23573832.000000 Penalty: 3892.135986
	Iteration 55Q: 3 clusters Score -2.357383e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73132 members 
Mstep: Class 2 contains 85732 members 
Entering Unmasked Estep 
Score: -23573796.000000 Penalty: 3892.135986
	Iteration 56Q: 3 clusters Score -2.35738e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73170 members 
Mstep: Class 2 contains 85694 members 
Entering Unmasked Estep 
Score: -23573752.000000 Penalty: 3892.135986
	Iteration 57Q: 3 clusters Score -2.357375e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73207 members 
Mstep: Class 2 contains 85657 members 
Entering Unmasked Estep 
Score: -23573780.000000 Penalty: 3892.135986
	Iteration 58Q: 3 clusters Score -2.357378e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 85625 members 
Entering Unmasked Estep 
Score: -23573890.000000 Penalty: 3892.135986
	Iteration 59Q: 3 clusters Score -2.357389e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73280 members 
Mstep: Class 2 contains 85584 members 
Entering Unmasked Estep 
Score: -23573848.000000 Penalty: 3892.135986
	Iteration 60F: 3 clusters Score -2.357385e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 85536 members 
Entering Unmasked Estep 
Score: -23573952.000000 Penalty: 3892.135986
	Iteration 61Q: 3 clusters Score -2.357395e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73333 members 
Mstep: Class 2 contains 85531 members 
Entering Unmasked Estep 
Score: -23573872.000000 Penalty: 3892.135986
	Iteration 62Q: 3 clusters Score -2.357387e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73342 members 
Mstep: Class 2 contains 85522 members 
Entering Unmasked Estep 
Score: -23573846.000000 Penalty: 3892.135986
	Iteration 63Q: 3 clusters Score -2.357385e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73354 members 
Mstep: Class 2 contains 85510 members 
Entering Unmasked Estep 
Score: -23573786.000000 Penalty: 3892.135986
	Iteration 64Q: 3 clusters Score -2.357379e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 85494 members 
Entering Unmasked Estep 
Score: -23573790.000000 Penalty: 3892.135986
	Iteration 65Q: 3 clusters Score -2.357379e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73397 members 
Mstep: Class 2 contains 85467 members 
Entering Unmasked Estep 
Score: -23573852.000000 Penalty: 3892.135986
	Iteration 66Q: 3 clusters Score -2.357385e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73441 members 
Mstep: Class 2 contains 85423 members 
Entering Unmasked Estep 
Score: -23573894.000000 Penalty: 3892.135986
	Iteration 67Q: 3 clusters Score -2.357389e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73492 members 
Mstep: Class 2 contains 85372 members 
Entering Unmasked Estep 
Score: -23573946.000000 Penalty: 3892.135986
	Iteration 68Q: 3 clusters Score -2.357395e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73541 members 
Mstep: Class 2 contains 85323 members 
Entering Unmasked Estep 
Score: -23573974.000000 Penalty: 3892.135986
	Iteration 69Q: 3 clusters Score -2.357397e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 85269 members 
Entering Unmasked Estep 
Score: -23573938.000000 Penalty: 3892.135986
	Iteration 70Q: 3 clusters Score -2.357394e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73643 members 
Mstep: Class 2 contains 85221 members 
Entering Unmasked Estep 
Score: -23573996.000000 Penalty: 3892.135986
	Iteration 71Q: 3 clusters Score -2.3574e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73683 members 
Mstep: Class 2 contains 85181 members 
Entering Unmasked Estep 
Score: -23574006.000000 Penalty: 3892.135986
	Iteration 72Q: 3 clusters Score -2.357401e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73719 members 
Mstep: Class 2 contains 85145 members 
Entering Unmasked Estep 
Score: -23574028.000000 Penalty: 3892.135986
	Iteration 73Q: 3 clusters Score -2.357403e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 85102 members 
Entering Unmasked Estep 
Score: -23574036.000000 Penalty: 3892.135986
	Iteration 74Q: 3 clusters Score -2.357404e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73779 members 
Mstep: Class 2 contains 85085 members 
Entering Unmasked Estep 
Score: -23574040.000000 Penalty: 3892.135986
	Iteration 75Q: 3 clusters Score -2.357404e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73784 members 
Mstep: Class 2 contains 85080 members 
Entering Unmasked Estep 
Score: -23574018.000000 Penalty: 3892.135986
	Iteration 76Q: 3 clusters Score -2.357402e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73768 members 
Mstep: Class 2 contains 85096 members 
Entering Unmasked Estep 
Score: -23574050.000000 Penalty: 3892.135986
	Iteration 77Q: 3 clusters Score -2.357405e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73774 members 
Mstep: Class 2 contains 85090 members 
Entering Unmasked Estep 
Score: -23574014.000000 Penalty: 3892.135986
	Iteration 78Q: 3 clusters Score -2.357401e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73793 members 
Mstep: Class 2 contains 85071 members 
Entering Unmasked Estep 
Score: -23574068.000000 Penalty: 3892.135986
	Iteration 79Q: 3 clusters Score -2.357407e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73818 members 
Mstep: Class 2 contains 85046 members 
Entering Unmasked Estep 
Score: -23574122.000000 Penalty: 3892.135986
	Iteration 80F: 3 clusters Score -2.357412e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73843 members 
Mstep: Class 2 contains 85021 members 
Entering Unmasked Estep 
Score: -23574224.000000 Penalty: 3892.135986
	Iteration 81Q: 3 clusters Score -2.357422e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73880 members 
Mstep: Class 2 contains 84984 members 
Entering Unmasked Estep 
Score: -23574278.000000 Penalty: 3892.135986
	Iteration 82Q: 3 clusters Score -2.357428e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73921 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -23574348.000000 Penalty: 3892.135986
	Iteration 83Q: 3 clusters Score -2.357435e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73971 members 
Mstep: Class 2 contains 84893 members 
Entering Unmasked Estep 
Score: -23574478.000000 Penalty: 3892.135986
	Iteration 84Q: 3 clusters Score -2.357448e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74028 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -23574526.000000 Penalty: 3892.135986
	Iteration 85Q: 3 clusters Score -2.357453e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Mstep: Class 2 contains 84760 members 
Entering Unmasked Estep 
Score: -23574520.000000 Penalty: 3892.135986
	Iteration 86Q: 3 clusters Score -2.357452e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 84723 members 
Entering Unmasked Estep 
Score: -23574624.000000 Penalty: 3892.135986
	Iteration 87Q: 3 clusters Score -2.357462e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74154 members 
Mstep: Class 2 contains 84710 members 
Entering Unmasked Estep 
Score: -23574656.000000 Penalty: 3892.135986
	Iteration 88Q: 3 clusters Score -2.357466e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74177 members 
Mstep: Class 2 contains 84687 members 
Entering Unmasked Estep 
Score: -23574742.000000 Penalty: 3892.135986
	Iteration 89Q: 3 clusters Score -2.357474e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74213 members 
Mstep: Class 2 contains 84651 members 
Entering Unmasked Estep 
Score: -23574808.000000 Penalty: 3892.135986
	Iteration 90Q: 3 clusters Score -2.357481e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74205 members 
Mstep: Class 2 contains 84659 members 
Entering Unmasked Estep 
Score: -23574818.000000 Penalty: 3892.135986
	Iteration 91Q: 3 clusters Score -2.357482e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74207 members 
Mstep: Class 2 contains 84657 members 
Entering Unmasked Estep 
Score: -23574778.000000 Penalty: 3892.135986
	Iteration 92Q: 3 clusters Score -2.357478e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74201 members 
Mstep: Class 2 contains 84663 members 
Entering Unmasked Estep 
Score: -23574794.000000 Penalty: 3892.135986
	Iteration 93Q: 3 clusters Score -2.357479e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74208 members 
Mstep: Class 2 contains 84656 members 
Entering Unmasked Estep 
Score: -23574968.000000 Penalty: 3892.135986
	Iteration 94Q: 3 clusters Score -2.357497e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74174 members 
Mstep: Class 2 contains 84690 members 
Entering Unmasked Estep 
Score: -23574962.000000 Penalty: 3892.135986
	Iteration 95Q: 3 clusters Score -2.357496e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74156 members 
Mstep: Class 2 contains 84708 members 
Entering Unmasked Estep 
Score: -23575028.000000 Penalty: 3892.135986
	Iteration 96Q: 3 clusters Score -2.357503e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 84717 members 
Entering Unmasked Estep 
Score: -23575086.000000 Penalty: 3892.135986
	Iteration 97Q: 3 clusters Score -2.357509e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74171 members 
Mstep: Class 2 contains 84693 members 
Entering Unmasked Estep 
Score: -23575170.000000 Penalty: 3892.135986
	Iteration 98Q: 3 clusters Score -2.357517e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74214 members 
Mstep: Class 2 contains 84650 members 
Entering Unmasked Estep 
Score: -23575276.000000 Penalty: 3892.135986
	Iteration 99Q: 3 clusters Score -2.357528e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74274 members 
Mstep: Class 2 contains 84590 members 
Entering Unmasked Estep 
Score: -23575430.000000 Penalty: 3892.135986
	Iteration 100F: 3 clusters Score -2.357543e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74360 members 
Mstep: Class 2 contains 84504 members 
Entering Unmasked Estep 
Score: -23575624.000000 Penalty: 3892.135986
	Iteration 101Q: 3 clusters Score -2.357562e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74413 members 
Mstep: Class 2 contains 84451 members 
Entering Unmasked Estep 
Score: -23575704.000000 Penalty: 3892.135986
	Iteration 102Q: 3 clusters Score -2.35757e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74464 members 
Mstep: Class 2 contains 84400 members 
Entering Unmasked Estep 
Score: -23575852.000000 Penalty: 3892.135986
	Iteration 103Q: 3 clusters Score -2.357585e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74531 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -23575986.000000 Penalty: 3892.135986
	Iteration 104Q: 3 clusters Score -2.357599e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74623 members 
Mstep: Class 2 contains 84241 members 
Entering Unmasked Estep 
Score: -23576318.000000 Penalty: 3892.135986
	Iteration 105Q: 3 clusters Score -2.357632e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74717 members 
Mstep: Class 2 contains 84147 members 
Entering Unmasked Estep 
Score: -23576594.000000 Penalty: 3892.135986
	Iteration 106Q: 3 clusters Score -2.357659e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74824 members 
Mstep: Class 2 contains 84040 members 
Entering Unmasked Estep 
Score: -23576904.000000 Penalty: 3892.135986
	Iteration 107Q: 3 clusters Score -2.35769e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74935 members 
Mstep: Class 2 contains 83929 members 
Entering Unmasked Estep 
Score: -23577246.000000 Penalty: 3892.135986
	Iteration 108Q: 3 clusters Score -2.357725e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75033 members 
Mstep: Class 2 contains 83831 members 
Entering Unmasked Estep 
Score: -23577438.000000 Penalty: 3892.135986
	Iteration 109Q: 3 clusters Score -2.357744e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75152 members 
Mstep: Class 2 contains 83712 members 
Entering Unmasked Estep 
Score: -23577682.000000 Penalty: 3892.135986
	Iteration 110Q: 3 clusters Score -2.357768e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75229 members 
Mstep: Class 2 contains 83635 members 
Entering Unmasked Estep 
Score: -23577956.000000 Penalty: 3892.135986
	Iteration 111Q: 3 clusters Score -2.357796e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75322 members 
Mstep: Class 2 contains 83542 members 
Entering Unmasked Estep 
Score: -23578138.000000 Penalty: 3892.135986
	Iteration 112Q: 3 clusters Score -2.357814e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75424 members 
Mstep: Class 2 contains 83440 members 
Entering Unmasked Estep 
Score: -23578514.000000 Penalty: 3892.135986
	Iteration 113Q: 3 clusters Score -2.357851e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75544 members 
Mstep: Class 2 contains 83320 members 
Entering Unmasked Estep 
Score: -23579084.000000 Penalty: 3892.135986
	Iteration 114Q: 3 clusters Score -2.357908e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75666 members 
Mstep: Class 2 contains 83198 members 
Entering Unmasked Estep 
Score: -23579448.000000 Penalty: 3892.135986
	Iteration 115Q: 3 clusters Score -2.357945e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75789 members 
Mstep: Class 2 contains 83075 members 
Entering Unmasked Estep 
Score: -23579842.000000 Penalty: 3892.135986
	Iteration 116Q: 3 clusters Score -2.357984e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75911 members 
Mstep: Class 2 contains 82953 members 
Entering Unmasked Estep 
Score: -23580148.000000 Penalty: 3892.135986
	Iteration 117Q: 3 clusters Score -2.358015e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 82794 members 
Entering Unmasked Estep 
Score: -23580360.000000 Penalty: 3892.135986
	Iteration 118Q: 3 clusters Score -2.358036e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76213 members 
Mstep: Class 2 contains 82651 members 
Entering Unmasked Estep 
Score: -23580648.000000 Penalty: 3892.135986
	Iteration 119Q: 3 clusters Score -2.358065e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76364 members 
Mstep: Class 2 contains 82500 members 
Entering Unmasked Estep 
Score: -23580912.000000 Penalty: 3892.135986
	Iteration 120F: 3 clusters Score -2.358091e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76535 members 
Mstep: Class 2 contains 82329 members 
Entering Unmasked Estep 
Score: -23581192.000000 Penalty: 3892.135986
	Iteration 121Q: 3 clusters Score -2.358119e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76718 members 
Mstep: Class 2 contains 82146 members 
Entering Unmasked Estep 
Score: -23581450.000000 Penalty: 3892.135986
	Iteration 122Q: 3 clusters Score -2.358145e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76844 members 
Mstep: Class 2 contains 82020 members 
Entering Unmasked Estep 
Score: -23581640.000000 Penalty: 3892.135986
	Iteration 123Q: 3 clusters Score -2.358164e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76945 members 
Mstep: Class 2 contains 81919 members 
Entering Unmasked Estep 
Score: -23581866.000000 Penalty: 3892.135986
	Iteration 124Q: 3 clusters Score -2.358187e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77026 members 
Mstep: Class 2 contains 81838 members 
Entering Unmasked Estep 
Score: -23581962.000000 Penalty: 3892.135986
	Iteration 125Q: 3 clusters Score -2.358196e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77087 members 
Mstep: Class 2 contains 81777 members 
Entering Unmasked Estep 
Score: -23582098.000000 Penalty: 3892.135986
	Iteration 126Q: 3 clusters Score -2.35821e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77169 members 
Mstep: Class 2 contains 81695 members 
Entering Unmasked Estep 
Score: -23582156.000000 Penalty: 3892.135986
	Iteration 127Q: 3 clusters Score -2.358216e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 81638 members 
Entering Unmasked Estep 
Score: -23582260.000000 Penalty: 3892.135986
	Iteration 128Q: 3 clusters Score -2.358226e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77281 members 
Mstep: Class 2 contains 81583 members 
Entering Unmasked Estep 
Score: -23582272.000000 Penalty: 3892.135986
	Iteration 129Q: 3 clusters Score -2.358227e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77310 members 
Mstep: Class 2 contains 81554 members 
Entering Unmasked Estep 
Score: -23582274.000000 Penalty: 3892.135986
	Iteration 130Q: 3 clusters Score -2.358227e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77355 members 
Mstep: Class 2 contains 81509 members 
Entering Unmasked Estep 
Score: -23582248.000000 Penalty: 3892.135986
	Iteration 131Q: 3 clusters Score -2.358225e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77401 members 
Mstep: Class 2 contains 81463 members 
Entering Unmasked Estep 
Score: -23582330.000000 Penalty: 3892.135986
	Iteration 132Q: 3 clusters Score -2.358233e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77430 members 
Mstep: Class 2 contains 81434 members 
Entering Unmasked Estep 
Score: -23582362.000000 Penalty: 3892.135986
	Iteration 133Q: 3 clusters Score -2.358236e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77475 members 
Mstep: Class 2 contains 81389 members 
Entering Unmasked Estep 
Score: -23582460.000000 Penalty: 3892.135986
	Iteration 134Q: 3 clusters Score -2.358246e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77512 members 
Mstep: Class 2 contains 81352 members 
Entering Unmasked Estep 
Score: -23582508.000000 Penalty: 3892.135986
	Iteration 135Q: 3 clusters Score -2.358251e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77535 members 
Mstep: Class 2 contains 81329 members 
Entering Unmasked Estep 
Score: -23582538.000000 Penalty: 3892.135986
	Iteration 136Q: 3 clusters Score -2.358254e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77543 members 
Mstep: Class 2 contains 81321 members 
Entering Unmasked Estep 
Score: -23582588.000000 Penalty: 3892.135986
	Iteration 137Q: 3 clusters Score -2.358259e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77544 members 
Mstep: Class 2 contains 81320 members 
Entering Unmasked Estep 
Score: -23582584.000000 Penalty: 3892.135986
	Iteration 138Q: 3 clusters Score -2.358258e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77555 members 
Mstep: Class 2 contains 81309 members 
Entering Unmasked Estep 
Score: -23582560.000000 Penalty: 3892.135986
	Iteration 139Q: 3 clusters Score -2.358256e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77587 members 
Mstep: Class 2 contains 81277 members 
Entering Unmasked Estep 
Score: -23582602.000000 Penalty: 3892.135986
	Iteration 140F: 3 clusters Score -2.35826e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77618 members 
Mstep: Class 2 contains 81246 members 
Entering Unmasked Estep 
Score: -23582570.000000 Penalty: 3892.135986
	Iteration 141Q: 3 clusters Score -2.358257e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77632 members 
Mstep: Class 2 contains 81232 members 
Entering Unmasked Estep 
Score: -23582596.000000 Penalty: 3892.135986
	Iteration 142Q: 3 clusters Score -2.35826e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77637 members 
Mstep: Class 2 contains 81227 members 
Entering Unmasked Estep 
Score: -23582590.000000 Penalty: 3892.135986
	Iteration 143Q: 3 clusters Score -2.358259e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77635 members 
Mstep: Class 2 contains 81229 members 
Entering Unmasked Estep 
Score: -23582616.000000 Penalty: 3892.135986
	Iteration 144Q: 3 clusters Score -2.358262e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77638 members 
Mstep: Class 2 contains 81226 members 
Entering Unmasked Estep 
Score: -23582612.000000 Penalty: 3892.135986
	Iteration 145Q: 3 clusters Score -2.358261e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77640 members 
Mstep: Class 2 contains 81224 members 
Entering Unmasked Estep 
Score: -23582632.000000 Penalty: 3892.135986
	Iteration 146Q: 3 clusters Score -2.358263e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77635 members 
Mstep: Class 2 contains 81229 members 
Entering Unmasked Estep 
Score: -23582652.000000 Penalty: 3892.135986
	Iteration 147Q: 3 clusters Score -2.358265e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -23582672.000000 Penalty: 3892.135986
	Iteration 148Q: 3 clusters Score -2.358267e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77658 members 
Mstep: Class 2 contains 81206 members 
Entering Unmasked Estep 
Score: -23582654.000000 Penalty: 3892.135986
	Iteration 149Q: 3 clusters Score -2.358265e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77663 members 
Mstep: Class 2 contains 81201 members 
Entering Unmasked Estep 
Score: -23582654.000000 Penalty: 3892.135986
	Iteration 150Q: 3 clusters Score -2.358265e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77650 members 
Mstep: Class 2 contains 81214 members 
Entering Unmasked Estep 
Score: -23582622.000000 Penalty: 3892.135986
	Iteration 151Q: 3 clusters Score -2.358262e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77638 members 
Mstep: Class 2 contains 81226 members 
Entering Unmasked Estep 
Score: -23582636.000000 Penalty: 3892.135986
	Iteration 152Q: 3 clusters Score -2.358264e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77640 members 
Mstep: Class 2 contains 81224 members 
Entering Unmasked Estep 
Score: -23582646.000000 Penalty: 3892.135986
	Iteration 153Q: 3 clusters Score -2.358265e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -23582638.000000 Penalty: 3892.135986
	Iteration 154Q: 3 clusters Score -2.358264e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77645 members 
Mstep: Class 2 contains 81219 members 
Entering Unmasked Estep 
Score: -23582624.000000 Penalty: 3892.135986
	Iteration 155Q: 3 clusters Score -2.358262e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77653 members 
Mstep: Class 2 contains 81211 members 
Entering Unmasked Estep 
Score: -23582618.000000 Penalty: 3892.135986
	Iteration 156Q: 3 clusters Score -2.358262e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77661 members 
Mstep: Class 2 contains 81203 members 
Entering Unmasked Estep 
Score: -23582642.000000 Penalty: 3892.135986
	Iteration 157Q: 3 clusters Score -2.358264e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77663 members 
Mstep: Class 2 contains 81201 members 
Entering Unmasked Estep 
Score: -23582650.000000 Penalty: 3892.135986
	Iteration 158Q: 3 clusters Score -2.358265e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77661 members 
Mstep: Class 2 contains 81203 members 
Entering Unmasked Estep 
Score: -23582642.000000 Penalty: 3892.135986
	Iteration 159Q: 3 clusters Score -2.358264e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77663 members 
Mstep: Class 2 contains 81201 members 
Entering Unmasked Estep 
Score: -23582628.000000 Penalty: 3892.135986
	Iteration 160F: 3 clusters Score -2.358263e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77666 members 
Mstep: Class 2 contains 81198 members 
Entering Unmasked Estep 
Score: -23582630.000000 Penalty: 3892.135986
	Iteration 161Q: 3 clusters Score -2.358263e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77666 members 
Mstep: Class 2 contains 81198 members 
Entering Unmasked Estep 
Score: -23582630.000000 Penalty: 3892.135986
	Iteration 162Q: 3 clusters Score -2.358263e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77656 members 
Mstep: Class 2 contains 81208 members 
Entering Unmasked Estep 
Score: -23582646.000000 Penalty: 3892.135986
	Iteration 163Q: 3 clusters Score -2.358265e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77650 members 
Mstep: Class 2 contains 81214 members 
Entering Unmasked Estep 
Score: -23582640.000000 Penalty: 3892.135986
	Iteration 164Q: 3 clusters Score -2.358264e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77645 members 
Mstep: Class 2 contains 81219 members 
Entering Unmasked Estep 
Score: -23582638.000000 Penalty: 3892.135986
	Iteration 165Q: 3 clusters Score -2.358264e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77640 members 
Mstep: Class 2 contains 81224 members 
Entering Unmasked Estep 
Score: -23582630.000000 Penalty: 3892.135986
	Iteration 166Q: 3 clusters Score -2.358263e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77639 members 
Mstep: Class 2 contains 81225 members 
Entering Unmasked Estep 
Score: -23582612.000000 Penalty: 3892.135986
	Iteration 167Q: 3 clusters Score -2.358261e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77636 members 
Mstep: Class 2 contains 81228 members 
Entering Unmasked Estep 
Score: -23582632.000000 Penalty: 3892.135986
	Iteration 168Q: 3 clusters Score -2.358263e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77632 members 
Mstep: Class 2 contains 81232 members 
Entering Unmasked Estep 
Score: -23582630.000000 Penalty: 3892.135986
	Iteration 169Q: 3 clusters Score -2.358263e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 81231 members 
Entering Unmasked Estep 
Score: -23582650.000000 Penalty: 3892.135986
	Iteration 170Q: 3 clusters Score -2.358265e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77638 members 
Mstep: Class 2 contains 81226 members 
Entering Unmasked Estep 
Score: -23582654.000000 Penalty: 3892.135986
	Iteration 171Q: 3 clusters Score -2.358265e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -23582668.000000 Penalty: 3892.135986
	Iteration 172Q: 3 clusters Score -2.358267e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77632 members 
Mstep: Class 2 contains 81232 members 
Entering Unmasked Estep 
Score: -23582664.000000 Penalty: 3892.135986
	Iteration 173Q: 3 clusters Score -2.358266e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77621 members 
Mstep: Class 2 contains 81243 members 
Entering Unmasked Estep 
Score: -23582676.000000 Penalty: 3892.135986
	Iteration 174Q: 3 clusters Score -2.358268e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77615 members 
Mstep: Class 2 contains 81249 members 
Entering Unmasked Estep 
Score: -23582662.000000 Penalty: 3892.135986
	Iteration 175Q: 3 clusters Score -2.358266e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77619 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -23582678.000000 Penalty: 3892.135986
	Iteration 176Q: 3 clusters Score -2.358268e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77616 members 
Mstep: Class 2 contains 81248 members 
Entering Unmasked Estep 
Score: -23582706.000000 Penalty: 3892.135986
	Iteration 177Q: 3 clusters Score -2.358271e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77616 members 
Mstep: Class 2 contains 81248 members 
Entering Unmasked Estep 
Score: -23582704.000000 Penalty: 3892.135986
	Iteration 178Q: 3 clusters Score -2.35827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77624 members 
Mstep: Class 2 contains 81240 members 
Entering Unmasked Estep 
Score: -23582690.000000 Penalty: 3892.135986
	Iteration 179Q: 3 clusters Score -2.358269e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77624 members 
Mstep: Class 2 contains 81240 members 
Entering Unmasked Estep 
Score: -23582706.000000 Penalty: 3892.135986
	Iteration 180F: 3 clusters Score -2.358271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77621 members 
Mstep: Class 2 contains 81243 members 
Entering Unmasked Estep 
Score: -23582714.000000 Penalty: 3892.135986
	Iteration 181Q: 3 clusters Score -2.358271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77617 members 
Mstep: Class 2 contains 81247 members 
Entering Unmasked Estep 
Score: -23582700.000000 Penalty: 3892.135986
	Iteration 182Q: 3 clusters Score -2.35827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77614 members 
Mstep: Class 2 contains 81250 members 
Entering Unmasked Estep 
Score: -23582704.000000 Penalty: 3892.135986
	Iteration 183Q: 3 clusters Score -2.35827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 81251 members 
Entering Unmasked Estep 
Score: -23582700.000000 Penalty: 3892.135986
	Iteration 184Q: 3 clusters Score -2.35827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 81251 members 
Entering Unmasked Estep 
Score: -23582700.000000 Penalty: 3892.135986
	Iteration 185F: 3 clusters Score -2.35827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 35421 members 
Mstep: Class 4 contains 2901 members 
Mstep: Class 5 contains 77613 members 
Mstep: Class 6 contains 10307 members 
Mstep: Class 7 contains 15263 members 
Mstep: Class 8 contains 688 members 
Mstep: Class 9 contains 26430 members 
Mstep: Class 10 contains 20156 members 
Mstep: Class 11 contains 30056 members 
Mstep: Class 12 contains 57265 members 
Mstep: Class 13 contains 60425 members 
Mstep: Class 14 contains 31493 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 95375 members 
Mstep: Class 17 contains 18608 members 
Mstep: Class 18 contains 11815 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 81251 members 
Entering Unmasked Estep 
Score: -85107432.000000 Penalty: 45409.890625
Splitting cluster 5 changes total score from -84836016.000000 to -85107432.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (10307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Entering Unmasked Estep 
Score: -1272313.625000 Penalty: 1501.593994
	Iteration 0F: 2 clusters Score -1272314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1265132.125000 Penalty: 3003.187988
	Iteration 0F: 3 clusters Score -1265132 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1270508.875000 Penalty: 3003.187988
	Iteration 1F: 3 clusters Score -1270509 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1277517.250000 Penalty: 3003.187988
	Iteration 2F: 3 clusters Score -1277517 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1281986.625000 Penalty: 3003.187988
	Iteration 3F: 3 clusters Score -1281987 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1283508.625000 Penalty: 3003.187988
	Iteration 4F: 3 clusters Score -1283509 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1284134.750000 Penalty: 3003.187988
	Iteration 5Q: 3 clusters Score -1284135 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1284480.250000 Penalty: 3003.187988
	Iteration 6Q: 3 clusters Score -1284480 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1284692.625000 Penalty: 3003.187988
	Iteration 7Q: 3 clusters Score -1284693 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1284871.125000 Penalty: 3003.187988
	Iteration 8Q: 3 clusters Score -1284871 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1284994.000000 Penalty: 3003.187988
	Iteration 9Q: 3 clusters Score -1284994 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1285088.750000 Penalty: 3003.187988
	Iteration 10Q: 3 clusters Score -1285089 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1285169.500000 Penalty: 3003.187988
	Iteration 11Q: 3 clusters Score -1285170 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1285229.125000 Penalty: 3003.187988
	Iteration 12Q: 3 clusters Score -1285229 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1285280.125000 Penalty: 3003.187988
	Iteration 13Q: 3 clusters Score -1285280 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1285322.625000 Penalty: 3003.187988
	Iteration 14Q: 3 clusters Score -1285323 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1285351.750000 Penalty: 3003.187988
	Iteration 15Q: 3 clusters Score -1285352 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1285375.750000 Penalty: 3003.187988
	Iteration 16Q: 3 clusters Score -1285376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1285388.375000 Penalty: 3003.187988
	Iteration 17Q: 3 clusters Score -1285388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1285409.500000 Penalty: 3003.187988
	Iteration 18Q: 3 clusters Score -1285410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1285424.000000 Penalty: 3003.187988
	Iteration 19Q: 3 clusters Score -1285424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1285450.250000 Penalty: 3003.187988
	Iteration 20F: 3 clusters Score -1285450 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1285474.500000 Penalty: 3003.187988
	Iteration 21Q: 3 clusters Score -1285474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1285490.375000 Penalty: 3003.187988
	Iteration 22Q: 3 clusters Score -1285490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1285500.750000 Penalty: 3003.187988
	Iteration 23Q: 3 clusters Score -1285501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1285508.125000 Penalty: 3003.187988
	Iteration 24Q: 3 clusters Score -1285508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1285511.125000 Penalty: 3003.187988
	Iteration 25Q: 3 clusters Score -1285511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1285511.250000 Penalty: 3003.187988
	Iteration 26Q: 3 clusters Score -1285511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1285513.250000 Penalty: 3003.187988
	Iteration 27Q: 3 clusters Score -1285513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1285515.250000 Penalty: 3003.187988
	Iteration 28Q: 3 clusters Score -1285515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1285514.125000 Penalty: 3003.187988
	Iteration 29Q: 3 clusters Score -1285514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1285515.250000 Penalty: 3003.187988
	Iteration 30Q: 3 clusters Score -1285515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1285514.000000 Penalty: 3003.187988
	Iteration 31Q: 3 clusters Score -1285514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1285515.750000 Penalty: 3003.187988
	Iteration 32Q: 3 clusters Score -1285516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1285516.625000 Penalty: 3003.187988
	Iteration 33Q: 3 clusters Score -1285517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1285516.500000 Penalty: 3003.187988
	Iteration 34Q: 3 clusters Score -1285516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1285518.000000 Penalty: 3003.187988
	Iteration 35Q: 3 clusters Score -1285518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1285519.500000 Penalty: 3003.187988
	Iteration 36Q: 3 clusters Score -1285520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1285519.000000 Penalty: 3003.187988
	Iteration 37Q: 3 clusters Score -1285519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1285520.000000 Penalty: 3003.187988
	Iteration 38Q: 3 clusters Score -1285520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1285520.375000 Penalty: 3003.187988
	Iteration 39Q: 3 clusters Score -1285520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1285520.375000 Penalty: 3003.187988
	Iteration 40F: 3 clusters Score -1285520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 35421 members 
Mstep: Class 4 contains 2901 members 
Mstep: Class 5 contains 77613 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 15263 members 
Mstep: Class 8 contains 688 members 
Mstep: Class 9 contains 26430 members 
Mstep: Class 10 contains 20156 members 
Mstep: Class 11 contains 30056 members 
Mstep: Class 12 contains 57265 members 
Mstep: Class 13 contains 60425 members 
Mstep: Class 14 contains 31493 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 95375 members 
Mstep: Class 17 contains 18608 members 
Mstep: Class 18 contains 11815 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 81251 members 
Mstep: Class 22 contains 4570 members 
Entering Unmasked Estep 
Score: -85119816.000000 Penalty: 47572.265625
Splitting cluster 6 changes total score from -84836016.000000 to -85119816.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (15263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Entering Unmasked Estep 
Score: -1724951.250000 Penalty: 1565.392944
	Iteration 0F: 2 clusters Score -1724951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1714608.250000 Penalty: 3130.785889
	Iteration 0F: 3 clusters Score -1714608 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1719135.875000 Penalty: 3130.785889
	Iteration 1F: 3 clusters Score -1719136 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1720279.875000 Penalty: 3130.785889
	Iteration 2F: 3 clusters Score -1720280 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1721148.875000 Penalty: 3130.785889
	Iteration 3F: 3 clusters Score -1721149 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1721748.875000 Penalty: 3130.785889
	Iteration 4F: 3 clusters Score -1721749 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1722198.625000 Penalty: 3130.785889
	Iteration 5F: 3 clusters Score -1722199 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1722538.875000 Penalty: 3130.785889
	Iteration 6Q: 3 clusters Score -1722539 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1722807.375000 Penalty: 3130.785889
	Iteration 7Q: 3 clusters Score -1722807 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1723044.500000 Penalty: 3130.785889
	Iteration 8Q: 3 clusters Score -1723044 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1723262.625000 Penalty: 3130.785889
	Iteration 9Q: 3 clusters Score -1723263 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1723490.250000 Penalty: 3130.785889
	Iteration 10Q: 3 clusters Score -1723490 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1723732.500000 Penalty: 3130.785889
	Iteration 11Q: 3 clusters Score -1723732 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1723993.875000 Penalty: 3130.785889
	Iteration 12Q: 3 clusters Score -1723994 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1724206.250000 Penalty: 3130.785889
	Iteration 13Q: 3 clusters Score -1724206 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1724358.125000 Penalty: 3130.785889
	Iteration 14Q: 3 clusters Score -1724358 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1724451.875000 Penalty: 3130.785889
	Iteration 15Q: 3 clusters Score -1724452 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1724493.750000 Penalty: 3130.785889
	Iteration 16Q: 3 clusters Score -1724494 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1724520.250000 Penalty: 3130.785889
	Iteration 17Q: 3 clusters Score -1724520 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1724537.250000 Penalty: 3130.785889
	Iteration 18Q: 3 clusters Score -1724537 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1724542.625000 Penalty: 3130.785889
	Iteration 19Q: 3 clusters Score -1724543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1724550.750000 Penalty: 3130.785889
	Iteration 20F: 3 clusters Score -1724551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1724552.750000 Penalty: 3130.785889
	Iteration 21Q: 3 clusters Score -1724553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1724558.875000 Penalty: 3130.785889
	Iteration 22Q: 3 clusters Score -1724559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1724566.500000 Penalty: 3130.785889
	Iteration 23Q: 3 clusters Score -1724566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1724566.250000 Penalty: 3130.785889
	Iteration 24Q: 3 clusters Score -1724566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1724563.500000 Penalty: 3130.785889
	Iteration 25Q: 3 clusters Score -1724564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1724566.250000 Penalty: 3130.785889
	Iteration 26Q: 3 clusters Score -1724566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1724570.000000 Penalty: 3130.785889
	Iteration 27Q: 3 clusters Score -1724570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1724570.875000 Penalty: 3130.785889
	Iteration 28Q: 3 clusters Score -1724571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1724573.375000 Penalty: 3130.785889
	Iteration 29Q: 3 clusters Score -1724573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1724574.250000 Penalty: 3130.785889
	Iteration 30Q: 3 clusters Score -1724574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1724573.625000 Penalty: 3130.785889
	Iteration 31Q: 3 clusters Score -1724574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1724573.875000 Penalty: 3130.785889
	Iteration 32Q: 3 clusters Score -1724574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1724573.875000 Penalty: 3130.785889
	Iteration 33F: 3 clusters Score -1724574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -70986.859375 Penalty: 1061.740601
	Iteration 0F: 2 clusters Score -70986.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -70140.226562 Penalty: 2123.481201
	Iteration 0F: 3 clusters Score -70140.23 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -70928.570312 Penalty: 2123.481201
	Iteration 1F: 3 clusters Score -70928.57 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -72074.578125 Penalty: 2123.481201
	Iteration 2F: 3 clusters Score -72074.58 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -74026.726562 Penalty: 2123.481201
	Iteration 3F: 3 clusters Score -74026.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -76247.210938 Penalty: 2123.481201
	Iteration 4F: 3 clusters Score -76247.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -78404.062500 Penalty: 2123.481201
	Iteration 5Q: 3 clusters Score -78404.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79059.421875 Penalty: 2123.481201
	Iteration 6Q: 3 clusters Score -79059.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -79164.531250 Penalty: 2123.481201
	Iteration 7Q: 3 clusters Score -79164.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -79164.531250 Penalty: 2123.481201
	Iteration 8F: 3 clusters Score -79164.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 35421 members 
Mstep: Class 4 contains 2901 members 
Mstep: Class 5 contains 77613 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 15263 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 26430 members 
Mstep: Class 10 contains 20156 members 
Mstep: Class 11 contains 30056 members 
Mstep: Class 12 contains 57265 members 
Mstep: Class 13 contains 60425 members 
Mstep: Class 14 contains 31493 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 95375 members 
Mstep: Class 17 contains 18608 members 
Mstep: Class 18 contains 11815 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 81251 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 375 members 
Entering Unmasked Estep 
Score: -85126808.000000 Penalty: 49734.640625
Splitting cluster 8 changes total score from -84836016.000000 to -85126808.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (26430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Entering Unmasked Estep 
Score: -3824295.500000 Penalty: 1654.616455
	Iteration 0F: 2 clusters Score -3824296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3808190.000000 Penalty: 3309.232910
	Iteration 0F: 3 clusters Score -3808190 nChanged 12070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -3816489.250000 Penalty: 3309.232910
	Iteration 1F: 3 clusters Score -3816489 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3820171.000000 Penalty: 3309.232910
	Iteration 2F: 3 clusters Score -3820171 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -3825235.500000 Penalty: 3309.232910
	Iteration 3F: 3 clusters Score -3825236 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3829863.500000 Penalty: 3309.232910
	Iteration 4F: 3 clusters Score -3829864 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -3832308.750000 Penalty: 3309.232910
	Iteration 5F: 3 clusters Score -3832309 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -3833504.250000 Penalty: 3309.232910
	Iteration 6Q: 3 clusters Score -3833504 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -3834065.750000 Penalty: 3309.232910
	Iteration 7Q: 3 clusters Score -3834066 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -3834361.750000 Penalty: 3309.232910
	Iteration 8Q: 3 clusters Score -3834362 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3834531.750000 Penalty: 3309.232910
	Iteration 9Q: 3 clusters Score -3834532 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3834664.750000 Penalty: 3309.232910
	Iteration 10Q: 3 clusters Score -3834665 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -3834772.250000 Penalty: 3309.232910
	Iteration 11Q: 3 clusters Score -3834772 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3834842.500000 Penalty: 3309.232910
	Iteration 12Q: 3 clusters Score -3834842 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3834890.750000 Penalty: 3309.232910
	Iteration 13Q: 3 clusters Score -3834891 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3834918.000000 Penalty: 3309.232910
	Iteration 14Q: 3 clusters Score -3834918 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -3834951.000000 Penalty: 3309.232910
	Iteration 15Q: 3 clusters Score -3834951 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -3834978.250000 Penalty: 3309.232910
	Iteration 16Q: 3 clusters Score -3834978 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -3835011.500000 Penalty: 3309.232910
	Iteration 17Q: 3 clusters Score -3835012 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3835045.500000 Penalty: 3309.232910
	Iteration 18Q: 3 clusters Score -3835046 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3835095.500000 Penalty: 3309.232910
	Iteration 19Q: 3 clusters Score -3835096 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3835133.500000 Penalty: 3309.232910
	Iteration 20F: 3 clusters Score -3835134 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -3835154.500000 Penalty: 3309.232910
	Iteration 21Q: 3 clusters Score -3835154 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3835174.250000 Penalty: 3309.232910
	Iteration 22Q: 3 clusters Score -3835174 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -3835190.000000 Penalty: 3309.232910
	Iteration 23Q: 3 clusters Score -3835190 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -3835200.250000 Penalty: 3309.232910
	Iteration 24Q: 3 clusters Score -3835200 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -3835208.250000 Penalty: 3309.232910
	Iteration 25Q: 3 clusters Score -3835208 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -3835211.000000 Penalty: 3309.232910
	Iteration 26Q: 3 clusters Score -3835211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -3835210.750000 Penalty: 3309.232910
	Iteration 27Q: 3 clusters Score -3835211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -3835215.000000 Penalty: 3309.232910
	Iteration 28Q: 3 clusters Score -3835215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -3835220.500000 Penalty: 3309.232910
	Iteration 29Q: 3 clusters Score -3835220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3835231.500000 Penalty: 3309.232910
	Iteration 30Q: 3 clusters Score -3835232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3835233.500000 Penalty: 3309.232910
	Iteration 31Q: 3 clusters Score -3835234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -3835234.000000 Penalty: 3309.232910
	Iteration 32Q: 3 clusters Score -3835234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3835239.250000 Penalty: 3309.232910
	Iteration 33Q: 3 clusters Score -3835239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -3835236.750000 Penalty: 3309.232910
	Iteration 34Q: 3 clusters Score -3835237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3835240.250000 Penalty: 3309.232910
	Iteration 35Q: 3 clusters Score -3835240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3835240.250000 Penalty: 3309.232910
	Iteration 36F: 3 clusters Score -3835240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 35421 members 
Mstep: Class 4 contains 2901 members 
Mstep: Class 5 contains 77613 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 15263 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 10398 members 
Mstep: Class 10 contains 20156 members 
Mstep: Class 11 contains 30056 members 
Mstep: Class 12 contains 57265 members 
Mstep: Class 13 contains 60425 members 
Mstep: Class 14 contains 31493 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 95375 members 
Mstep: Class 17 contains 18608 members 
Mstep: Class 18 contains 11815 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 81251 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 16032 members 
Entering Unmasked Estep 
Score: -85138664.000000 Penalty: 51897.019531
Splitting cluster 9 changes total score from -84836016.000000 to -85138664.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (20156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Entering Unmasked Estep 
Score: -2725519.000000 Penalty: 1610.579346
	Iteration 0F: 2 clusters Score -2725519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2712181.000000 Penalty: 3221.158691
	Iteration 0F: 3 clusters Score -2712181 nChanged 9171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2718586.500000 Penalty: 3221.158691
	Iteration 1F: 3 clusters Score -2718586 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2721500.750000 Penalty: 3221.158691
	Iteration 2F: 3 clusters Score -2721501 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2724271.500000 Penalty: 3221.158691
	Iteration 3F: 3 clusters Score -2724272 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2725789.250000 Penalty: 3221.158691
	Iteration 4F: 3 clusters Score -2725789 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2726779.000000 Penalty: 3221.158691
	Iteration 5F: 3 clusters Score -2726779 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2727757.000000 Penalty: 3221.158691
	Iteration 6F: 3 clusters Score -2727757 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2728930.000000 Penalty: 3221.158691
	Iteration 7F: 3 clusters Score -2728930 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2729971.500000 Penalty: 3221.158691
	Iteration 8F: 3 clusters Score -2729972 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2730546.500000 Penalty: 3221.158691
	Iteration 9Q: 3 clusters Score -2730546 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2730839.750000 Penalty: 3221.158691
	Iteration 10Q: 3 clusters Score -2730840 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2731006.000000 Penalty: 3221.158691
	Iteration 11Q: 3 clusters Score -2731006 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2731126.250000 Penalty: 3221.158691
	Iteration 12Q: 3 clusters Score -2731126 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2731187.250000 Penalty: 3221.158691
	Iteration 13Q: 3 clusters Score -2731187 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2731229.750000 Penalty: 3221.158691
	Iteration 14Q: 3 clusters Score -2731230 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2731261.000000 Penalty: 3221.158691
	Iteration 15Q: 3 clusters Score -2731261 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2731284.250000 Penalty: 3221.158691
	Iteration 16Q: 3 clusters Score -2731284 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2731304.750000 Penalty: 3221.158691
	Iteration 17Q: 3 clusters Score -2731305 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2731326.750000 Penalty: 3221.158691
	Iteration 18Q: 3 clusters Score -2731327 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2731344.250000 Penalty: 3221.158691
	Iteration 19Q: 3 clusters Score -2731344 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2731352.500000 Penalty: 3221.158691
	Iteration 20F: 3 clusters Score -2731352 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2731373.000000 Penalty: 3221.158691
	Iteration 21Q: 3 clusters Score -2731373 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2731385.750000 Penalty: 3221.158691
	Iteration 22Q: 3 clusters Score -2731386 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2731404.750000 Penalty: 3221.158691
	Iteration 23Q: 3 clusters Score -2731405 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2731428.000000 Penalty: 3221.158691
	Iteration 24Q: 3 clusters Score -2731428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2731431.500000 Penalty: 3221.158691
	Iteration 25Q: 3 clusters Score -2731432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2731452.000000 Penalty: 3221.158691
	Iteration 26Q: 3 clusters Score -2731452 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2731457.750000 Penalty: 3221.158691
	Iteration 27Q: 3 clusters Score -2731458 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2731471.000000 Penalty: 3221.158691
	Iteration 28Q: 3 clusters Score -2731471 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2731487.750000 Penalty: 3221.158691
	Iteration 29Q: 3 clusters Score -2731488 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2731507.750000 Penalty: 3221.158691
	Iteration 30Q: 3 clusters Score -2731508 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2731556.750000 Penalty: 3221.158691
	Iteration 31Q: 3 clusters Score -2731557 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2731575.750000 Penalty: 3221.158691
	Iteration 32Q: 3 clusters Score -2731576 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2731611.750000 Penalty: 3221.158691
	Iteration 33Q: 3 clusters Score -2731612 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2731658.750000 Penalty: 3221.158691
	Iteration 34Q: 3 clusters Score -2731659 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2731688.250000 Penalty: 3221.158691
	Iteration 35Q: 3 clusters Score -2731688 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2731721.250000 Penalty: 3221.158691
	Iteration 36Q: 3 clusters Score -2731721 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2731741.750000 Penalty: 3221.158691
	Iteration 37Q: 3 clusters Score -2731742 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2731762.250000 Penalty: 3221.158691
	Iteration 38Q: 3 clusters Score -2731762 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2731773.750000 Penalty: 3221.158691
	Iteration 39Q: 3 clusters Score -2731774 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2731792.000000 Penalty: 3221.158691
	Iteration 40F: 3 clusters Score -2731792 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2731794.500000 Penalty: 3221.158691
	Iteration 41Q: 3 clusters Score -2731794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2731804.250000 Penalty: 3221.158691
	Iteration 42Q: 3 clusters Score -2731804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2731814.500000 Penalty: 3221.158691
	Iteration 43Q: 3 clusters Score -2731814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2731814.500000 Penalty: 3221.158691
	Iteration 44Q: 3 clusters Score -2731814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2731824.500000 Penalty: 3221.158691
	Iteration 45Q: 3 clusters Score -2731824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2731828.750000 Penalty: 3221.158691
	Iteration 46Q: 3 clusters Score -2731829 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2731835.000000 Penalty: 3221.158691
	Iteration 47Q: 3 clusters Score -2731835 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2731850.000000 Penalty: 3221.158691
	Iteration 48Q: 3 clusters Score -2731850 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2731869.000000 Penalty: 3221.158691
	Iteration 49Q: 3 clusters Score -2731869 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2731893.500000 Penalty: 3221.158691
	Iteration 50Q: 3 clusters Score -2731894 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2731922.000000 Penalty: 3221.158691
	Iteration 51Q: 3 clusters Score -2731922 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2731931.000000 Penalty: 3221.158691
	Iteration 52Q: 3 clusters Score -2731931 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2731941.250000 Penalty: 3221.158691
	Iteration 53Q: 3 clusters Score -2731941 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2731953.500000 Penalty: 3221.158691
	Iteration 54Q: 3 clusters Score -2731954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2731963.750000 Penalty: 3221.158691
	Iteration 55Q: 3 clusters Score -2731964 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2731966.750000 Penalty: 3221.158691
	Iteration 56Q: 3 clusters Score -2731967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2731980.500000 Penalty: 3221.158691
	Iteration 57Q: 3 clusters Score -2731980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2731983.500000 Penalty: 3221.158691
	Iteration 58Q: 3 clusters Score -2731984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2731987.000000 Penalty: 3221.158691
	Iteration 59Q: 3 clusters Score -2731987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2731985.250000 Penalty: 3221.158691
	Iteration 60F: 3 clusters Score -2731985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2731985.250000 Penalty: 3221.158691
	Iteration 61Q: 3 clusters Score -2731985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2731985.250000 Penalty: 3221.158691
	Iteration 62Q: 3 clusters Score -2731985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2731989.500000 Penalty: 3221.158691
	Iteration 63Q: 3 clusters Score -2731990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2731992.250000 Penalty: 3221.158691
	Iteration 64Q: 3 clusters Score -2731992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2731988.750000 Penalty: 3221.158691
	Iteration 65Q: 3 clusters Score -2731989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2731987.500000 Penalty: 3221.158691
	Iteration 66Q: 3 clusters Score -2731988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2731986.750000 Penalty: 3221.158691
	Iteration 67Q: 3 clusters Score -2731987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2731991.500000 Penalty: 3221.158691
	Iteration 68Q: 3 clusters Score -2731992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2731989.500000 Penalty: 3221.158691
	Iteration 69Q: 3 clusters Score -2731990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2731989.000000 Penalty: 3221.158691
	Iteration 70Q: 3 clusters Score -2731989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2731990.000000 Penalty: 3221.158691
	Iteration 71Q: 3 clusters Score -2731990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2731990.000000 Penalty: 3221.158691
	Iteration 72F: 3 clusters Score -2731990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 35421 members 
Mstep: Class 4 contains 2901 members 
Mstep: Class 5 contains 77613 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 15263 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 10398 members 
Mstep: Class 10 contains 11059 members 
Mstep: Class 11 contains 30056 members 
Mstep: Class 12 contains 57265 members 
Mstep: Class 13 contains 60425 members 
Mstep: Class 14 contains 31493 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 95375 members 
Mstep: Class 17 contains 18608 members 
Mstep: Class 18 contains 11815 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 81251 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 16032 members 
Mstep: Class 25 contains 9097 members 
Entering Unmasked Estep 
Score: -85144512.000000 Penalty: 54059.394531
Splitting cluster 10 changes total score from -84836016.000000 to -85144512.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (30056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Entering Unmasked Estep 
Score: -4159768.500000 Penalty: 1675.507935
	Iteration 0F: 2 clusters Score -4159768 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 15102 members 
Entering Unmasked Estep 
Score: -4142984.500000 Penalty: 3351.015869
	Iteration 0F: 3 clusters Score -4142984 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -4152202.750000 Penalty: 3351.015869
	Iteration 1F: 3 clusters Score -4152203 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -4154557.250000 Penalty: 3351.015869
	Iteration 2F: 3 clusters Score -4154557 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -4157302.000000 Penalty: 3351.015869
	Iteration 3F: 3 clusters Score -4157302 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -4159721.750000 Penalty: 3351.015869
	Iteration 4F: 3 clusters Score -4159722 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -4161193.250000 Penalty: 3351.015869
	Iteration 5F: 3 clusters Score -4161193 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -4161966.250000 Penalty: 3351.015869
	Iteration 6F: 3 clusters Score -4161966 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -4162373.500000 Penalty: 3351.015869
	Iteration 7Q: 3 clusters Score -4162374 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -4162691.500000 Penalty: 3351.015869
	Iteration 8Q: 3 clusters Score -4162692 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -4162912.750000 Penalty: 3351.015869
	Iteration 9Q: 3 clusters Score -4162913 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -4163069.750000 Penalty: 3351.015869
	Iteration 10Q: 3 clusters Score -4163070 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -4163342.250000 Penalty: 3351.015869
	Iteration 11Q: 3 clusters Score -4163342 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -4163653.000000 Penalty: 3351.015869
	Iteration 12Q: 3 clusters Score -4163653 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -4164011.000000 Penalty: 3351.015869
	Iteration 13Q: 3 clusters Score -4164011 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -4164513.000000 Penalty: 3351.015869
	Iteration 14Q: 3 clusters Score -4164513 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -4165231.250000 Penalty: 3351.015869
	Iteration 15Q: 3 clusters Score -4165231 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -4165976.250000 Penalty: 3351.015869
	Iteration 16Q: 3 clusters Score -4165976 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -4166653.750000 Penalty: 3351.015869
	Iteration 17Q: 3 clusters Score -4166654 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -4167221.500000 Penalty: 3351.015869
	Iteration 18Q: 3 clusters Score -4167222 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -4167606.000000 Penalty: 3351.015869
	Iteration 19Q: 3 clusters Score -4167606 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -4167876.250000 Penalty: 3351.015869
	Iteration 20F: 3 clusters Score -4167876 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -4168066.500000 Penalty: 3351.015869
	Iteration 21Q: 3 clusters Score -4168066 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -4168187.000000 Penalty: 3351.015869
	Iteration 22Q: 3 clusters Score -4168187 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -4168273.250000 Penalty: 3351.015869
	Iteration 23Q: 3 clusters Score -4168273 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -4168328.250000 Penalty: 3351.015869
	Iteration 24Q: 3 clusters Score -4168328 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -4168409.250000 Penalty: 3351.015869
	Iteration 25Q: 3 clusters Score -4168409 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -4168501.250000 Penalty: 3351.015869
	Iteration 26Q: 3 clusters Score -4168501 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -4168582.000000 Penalty: 3351.015869
	Iteration 27Q: 3 clusters Score -4168582 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -4168611.500000 Penalty: 3351.015869
	Iteration 28Q: 3 clusters Score -4168612 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -4168648.500000 Penalty: 3351.015869
	Iteration 29Q: 3 clusters Score -4168648 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -4168689.750000 Penalty: 3351.015869
	Iteration 30Q: 3 clusters Score -4168690 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -4168719.000000 Penalty: 3351.015869
	Iteration 31Q: 3 clusters Score -4168719 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -4168713.750000 Penalty: 3351.015869
	Iteration 32Q: 3 clusters Score -4168714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -4168737.000000 Penalty: 3351.015869
	Iteration 33Q: 3 clusters Score -4168737 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -4168748.000000 Penalty: 3351.015869
	Iteration 34Q: 3 clusters Score -4168748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -4168733.750000 Penalty: 3351.015869
	Iteration 35Q: 3 clusters Score -4168734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -4168733.500000 Penalty: 3351.015869
	Iteration 36Q: 3 clusters Score -4168734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -4168740.500000 Penalty: 3351.015869
	Iteration 37Q: 3 clusters Score -4168740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -4168745.500000 Penalty: 3351.015869
	Iteration 38Q: 3 clusters Score -4168746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -4168733.750000 Penalty: 3351.015869
	Iteration 39Q: 3 clusters Score -4168734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -4168734.500000 Penalty: 3351.015869
	Iteration 40F: 3 clusters Score -4168734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -4168736.250000 Penalty: 3351.015869
	Iteration 41Q: 3 clusters Score -4168736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -4168747.000000 Penalty: 3351.015869
	Iteration 42Q: 3 clusters Score -4168747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -4168734.500000 Penalty: 3351.015869
	Iteration 43Q: 3 clusters Score -4168734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -4168740.000000 Penalty: 3351.015869
	Iteration 44Q: 3 clusters Score -4168740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -4168736.750000 Penalty: 3351.015869
	Iteration 45Q: 3 clusters Score -4168737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -4168736.500000 Penalty: 3351.015869
	Iteration 46Q: 3 clusters Score -4168736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -4168731.750000 Penalty: 3351.015869
	Iteration 47Q: 3 clusters Score -4168732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -4168730.000000 Penalty: 3351.015869
	Iteration 48Q: 3 clusters Score -4168730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -4168726.250000 Penalty: 3351.015869
	Iteration 49Q: 3 clusters Score -4168726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -4168730.500000 Penalty: 3351.015869
	Iteration 50Q: 3 clusters Score -4168730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -4168735.250000 Penalty: 3351.015869
	Iteration 51Q: 3 clusters Score -4168735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -4168729.250000 Penalty: 3351.015869
	Iteration 52Q: 3 clusters Score -4168729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -4168731.000000 Penalty: 3351.015869
	Iteration 53Q: 3 clusters Score -4168731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -4168732.000000 Penalty: 3351.015869
	Iteration 54Q: 3 clusters Score -4168732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -4168741.250000 Penalty: 3351.015869
	Iteration 55Q: 3 clusters Score -4168741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -4168740.750000 Penalty: 3351.015869
	Iteration 56Q: 3 clusters Score -4168741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -4168740.000000 Penalty: 3351.015869
	Iteration 57Q: 3 clusters Score -4168740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -4168741.750000 Penalty: 3351.015869
	Iteration 58Q: 3 clusters Score -4168742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -4168741.750000 Penalty: 3351.015869
	Iteration 59F: 3 clusters Score -4168742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 35421 members 
Mstep: Class 4 contains 2901 members 
Mstep: Class 5 contains 77613 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 15263 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 10398 members 
Mstep: Class 10 contains 11059 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 57265 members 
Mstep: Class 13 contains 60425 members 
Mstep: Class 14 contains 31493 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 95375 members 
Mstep: Class 17 contains 18608 members 
Mstep: Class 18 contains 11815 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 81251 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 16032 members 
Mstep: Class 25 contains 9097 members 
Mstep: Class 26 contains 27327 members 
Entering Unmasked Estep 
Score: -85153160.000000 Penalty: 56221.769531
Splitting cluster 11 changes total score from -84836016.000000 to -85153160.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (60425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60425 members 
Entering Unmasked Estep 
Score: -8767983.000000 Penalty: 1788.988159
	Iteration 0F: 2 clusters Score -8767983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -8751235.000000 Penalty: 3577.976318
	Iteration 0F: 3 clusters Score -8751235 nChanged 28592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -8768318.000000 Penalty: 3577.976318
	Iteration 1F: 3 clusters Score -8768318 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -8769172.000000 Penalty: 3577.976318
	Iteration 2F: 3 clusters Score -8769172 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -8769921.000000 Penalty: 3577.976318
	Iteration 3F: 3 clusters Score -8769921 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -8770700.000000 Penalty: 3577.976318
	Iteration 4F: 3 clusters Score -8770700 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -8771286.000000 Penalty: 3577.976318
	Iteration 5F: 3 clusters Score -8771286 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -8771561.000000 Penalty: 3577.976318
	Iteration 6F: 3 clusters Score -8771561 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -8771769.000000 Penalty: 3577.976318
	Iteration 7Q: 3 clusters Score -8771769 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -8771963.000000 Penalty: 3577.976318
	Iteration 8Q: 3 clusters Score -8771963 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -8772273.000000 Penalty: 3577.976318
	Iteration 9Q: 3 clusters Score -8772273 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -8772722.000000 Penalty: 3577.976318
	Iteration 10Q: 3 clusters Score -8772722 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -8773253.000000 Penalty: 3577.976318
	Iteration 11Q: 3 clusters Score -8773253 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -8773941.000000 Penalty: 3577.976318
	Iteration 12Q: 3 clusters Score -8773941 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -8774532.000000 Penalty: 3577.976318
	Iteration 13Q: 3 clusters Score -8774532 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -8774936.000000 Penalty: 3577.976318
	Iteration 14Q: 3 clusters Score -8774936 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -8775345.000000 Penalty: 3577.976318
	Iteration 15Q: 3 clusters Score -8775345 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -8776097.000000 Penalty: 3577.976318
	Iteration 16Q: 3 clusters Score -8776097 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -8776981.000000 Penalty: 3577.976318
	Iteration 17Q: 3 clusters Score -8776981 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -8777952.000000 Penalty: 3577.976318
	Iteration 18Q: 3 clusters Score -8777952 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -8778938.000000 Penalty: 3577.976318
	Iteration 19Q: 3 clusters Score -8778938 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -8779986.000000 Penalty: 3577.976318
	Iteration 20F: 3 clusters Score -8779986 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -8780900.000000 Penalty: 3577.976318
	Iteration 21Q: 3 clusters Score -8780900 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -8781679.000000 Penalty: 3577.976318
	Iteration 22Q: 3 clusters Score -8781679 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -8782089.000000 Penalty: 3577.976318
	Iteration 23Q: 3 clusters Score -8782089 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -8782303.000000 Penalty: 3577.976318
	Iteration 24Q: 3 clusters Score -8782303 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -8782443.000000 Penalty: 3577.976318
	Iteration 25Q: 3 clusters Score -8782443 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -8782588.000000 Penalty: 3577.976318
	Iteration 26Q: 3 clusters Score -8782588 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -8782762.000000 Penalty: 3577.976318
	Iteration 27Q: 3 clusters Score -8782762 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -8783061.000000 Penalty: 3577.976318
	Iteration 28Q: 3 clusters Score -8783061 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -8783444.000000 Penalty: 3577.976318
	Iteration 29Q: 3 clusters Score -8783444 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -8783860.000000 Penalty: 3577.976318
	Iteration 30Q: 3 clusters Score -8783860 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -8784356.000000 Penalty: 3577.976318
	Iteration 31Q: 3 clusters Score -8784356 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -8784917.000000 Penalty: 3577.976318
	Iteration 32Q: 3 clusters Score -8784917 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -8785629.000000 Penalty: 3577.976318
	Iteration 33Q: 3 clusters Score -8785629 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -8786573.000000 Penalty: 3577.976318
	Iteration 34Q: 3 clusters Score -8786573 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -8787667.000000 Penalty: 3577.976318
	Iteration 35Q: 3 clusters Score -8787667 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -8788533.000000 Penalty: 3577.976318
	Iteration 36Q: 3 clusters Score -8788533 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -8789362.000000 Penalty: 3577.976318
	Iteration 37Q: 3 clusters Score -8789362 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -8789896.000000 Penalty: 3577.976318
	Iteration 38Q: 3 clusters Score -8789896 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -8790330.000000 Penalty: 3577.976318
	Iteration 39Q: 3 clusters Score -8790330 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -8790798.000000 Penalty: 3577.976318
	Iteration 40F: 3 clusters Score -8790798 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -8791098.000000 Penalty: 3577.976318
	Iteration 41Q: 3 clusters Score -8791098 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -8791322.000000 Penalty: 3577.976318
	Iteration 42Q: 3 clusters Score -8791322 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -8791466.000000 Penalty: 3577.976318
	Iteration 43Q: 3 clusters Score -8791466 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -8791572.000000 Penalty: 3577.976318
	Iteration 44Q: 3 clusters Score -8791572 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -8791676.000000 Penalty: 3577.976318
	Iteration 45Q: 3 clusters Score -8791676 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -8791736.000000 Penalty: 3577.976318
	Iteration 46Q: 3 clusters Score -8791736 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -8791831.000000 Penalty: 3577.976318
	Iteration 47Q: 3 clusters Score -8791831 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -8791883.000000 Penalty: 3577.976318
	Iteration 48Q: 3 clusters Score -8791883 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -8791968.000000 Penalty: 3577.976318
	Iteration 49Q: 3 clusters Score -8791968 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -8792022.000000 Penalty: 3577.976318
	Iteration 50Q: 3 clusters Score -8792022 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -8792008.000000 Penalty: 3577.976318
	Iteration 51Q: 3 clusters Score -8792008 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -8792071.000000 Penalty: 3577.976318
	Iteration 52Q: 3 clusters Score -8792071 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -8792085.000000 Penalty: 3577.976318
	Iteration 53Q: 3 clusters Score -8792085 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -8792133.000000 Penalty: 3577.976318
	Iteration 54Q: 3 clusters Score -8792133 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -8792177.000000 Penalty: 3577.976318
	Iteration 55Q: 3 clusters Score -8792177 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -8792231.000000 Penalty: 3577.976318
	Iteration 56Q: 3 clusters Score -8792231 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -8792286.000000 Penalty: 3577.976318
	Iteration 57Q: 3 clusters Score -8792286 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -8792338.000000 Penalty: 3577.976318
	Iteration 58Q: 3 clusters Score -8792338 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -8792398.000000 Penalty: 3577.976318
	Iteration 59Q: 3 clusters Score -8792398 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -8792460.000000 Penalty: 3577.976318
	Iteration 60F: 3 clusters Score -8792460 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -8792542.000000 Penalty: 3577.976318
	Iteration 61Q: 3 clusters Score -8792542 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -8792618.000000 Penalty: 3577.976318
	Iteration 62Q: 3 clusters Score -8792618 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -8792730.000000 Penalty: 3577.976318
	Iteration 63Q: 3 clusters Score -8792730 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -8792838.000000 Penalty: 3577.976318
	Iteration 64Q: 3 clusters Score -8792838 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -8792884.000000 Penalty: 3577.976318
	Iteration 65Q: 3 clusters Score -8792884 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -8792929.000000 Penalty: 3577.976318
	Iteration 66Q: 3 clusters Score -8792929 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -8793013.000000 Penalty: 3577.976318
	Iteration 67Q: 3 clusters Score -8793013 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -8793047.000000 Penalty: 3577.976318
	Iteration 68Q: 3 clusters Score -8793047 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -8793068.000000 Penalty: 3577.976318
	Iteration 69Q: 3 clusters Score -8793068 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -8793096.000000 Penalty: 3577.976318
	Iteration 70Q: 3 clusters Score -8793096 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -8793132.000000 Penalty: 3577.976318
	Iteration 71Q: 3 clusters Score -8793132 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -8793147.000000 Penalty: 3577.976318
	Iteration 72Q: 3 clusters Score -8793147 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -8793177.000000 Penalty: 3577.976318
	Iteration 73Q: 3 clusters Score -8793177 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -8793174.000000 Penalty: 3577.976318
	Iteration 74Q: 3 clusters Score -8793174 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -8793205.000000 Penalty: 3577.976318
	Iteration 75Q: 3 clusters Score -8793205 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -8793232.000000 Penalty: 3577.976318
	Iteration 76Q: 3 clusters Score -8793232 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -8793269.000000 Penalty: 3577.976318
	Iteration 77Q: 3 clusters Score -8793269 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -8793252.000000 Penalty: 3577.976318
	Iteration 78Q: 3 clusters Score -8793252 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -8793258.000000 Penalty: 3577.976318
	Iteration 79Q: 3 clusters Score -8793258 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -8793270.000000 Penalty: 3577.976318
	Iteration 80F: 3 clusters Score -8793270 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -8793288.000000 Penalty: 3577.976318
	Iteration 81Q: 3 clusters Score -8793288 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -8793293.000000 Penalty: 3577.976318
	Iteration 82Q: 3 clusters Score -8793293 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -8793324.000000 Penalty: 3577.976318
	Iteration 83Q: 3 clusters Score -8793324 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -8793330.000000 Penalty: 3577.976318
	Iteration 84Q: 3 clusters Score -8793330 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -8793309.000000 Penalty: 3577.976318
	Iteration 85Q: 3 clusters Score -8793309 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -8793324.000000 Penalty: 3577.976318
	Iteration 86Q: 3 clusters Score -8793324 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -8793291.000000 Penalty: 3577.976318
	Iteration 87Q: 3 clusters Score -8793291 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -8793308.000000 Penalty: 3577.976318
	Iteration 88Q: 3 clusters Score -8793308 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -8793332.000000 Penalty: 3577.976318
	Iteration 89Q: 3 clusters Score -8793332 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -8793352.000000 Penalty: 3577.976318
	Iteration 90Q: 3 clusters Score -8793352 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -8793366.000000 Penalty: 3577.976318
	Iteration 91Q: 3 clusters Score -8793366 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -8793364.000000 Penalty: 3577.976318
	Iteration 92Q: 3 clusters Score -8793364 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -8793372.000000 Penalty: 3577.976318
	Iteration 93Q: 3 clusters Score -8793372 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -8793374.000000 Penalty: 3577.976318
	Iteration 94Q: 3 clusters Score -8793374 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -8793350.000000 Penalty: 3577.976318
	Iteration 95Q: 3 clusters Score -8793350 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -8793344.000000 Penalty: 3577.976318
	Iteration 96Q: 3 clusters Score -8793344 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -8793343.000000 Penalty: 3577.976318
	Iteration 97Q: 3 clusters Score -8793343 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -8793335.000000 Penalty: 3577.976318
	Iteration 98Q: 3 clusters Score -8793335 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -8793344.000000 Penalty: 3577.976318
	Iteration 99Q: 3 clusters Score -8793344 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -8793385.000000 Penalty: 3577.976318
	Iteration 100F: 3 clusters Score -8793385 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -8793397.000000 Penalty: 3577.976318
	Iteration 101Q: 3 clusters Score -8793397 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -8793447.000000 Penalty: 3577.976318
	Iteration 102Q: 3 clusters Score -8793447 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -8793450.000000 Penalty: 3577.976318
	Iteration 103Q: 3 clusters Score -8793450 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -8793457.000000 Penalty: 3577.976318
	Iteration 104Q: 3 clusters Score -8793457 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -8793462.000000 Penalty: 3577.976318
	Iteration 105Q: 3 clusters Score -8793462 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -8793435.000000 Penalty: 3577.976318
	Iteration 106Q: 3 clusters Score -8793435 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -8793432.000000 Penalty: 3577.976318
	Iteration 107Q: 3 clusters Score -8793432 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -8793453.000000 Penalty: 3577.976318
	Iteration 108Q: 3 clusters Score -8793453 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -8793454.000000 Penalty: 3577.976318
	Iteration 109Q: 3 clusters Score -8793454 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -8793467.000000 Penalty: 3577.976318
	Iteration 110Q: 3 clusters Score -8793467 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -8793478.000000 Penalty: 3577.976318
	Iteration 111Q: 3 clusters Score -8793478 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -8793506.000000 Penalty: 3577.976318
	Iteration 112Q: 3 clusters Score -8793506 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -8793520.000000 Penalty: 3577.976318
	Iteration 113Q: 3 clusters Score -8793520 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -8793539.000000 Penalty: 3577.976318
	Iteration 114Q: 3 clusters Score -8793539 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -8793545.000000 Penalty: 3577.976318
	Iteration 115Q: 3 clusters Score -8793545 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -8793522.000000 Penalty: 3577.976318
	Iteration 116Q: 3 clusters Score -8793522 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -8793551.000000 Penalty: 3577.976318
	Iteration 117Q: 3 clusters Score -8793551 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -8793573.000000 Penalty: 3577.976318
	Iteration 118Q: 3 clusters Score -8793573 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -8793575.000000 Penalty: 3577.976318
	Iteration 119Q: 3 clusters Score -8793575 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -8793594.000000 Penalty: 3577.976318
	Iteration 120F: 3 clusters Score -8793594 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -8793606.000000 Penalty: 3577.976318
	Iteration 121Q: 3 clusters Score -8793606 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -8793625.000000 Penalty: 3577.976318
	Iteration 122Q: 3 clusters Score -8793625 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -8793643.000000 Penalty: 3577.976318
	Iteration 123Q: 3 clusters Score -8793643 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -8793662.000000 Penalty: 3577.976318
	Iteration 124Q: 3 clusters Score -8793662 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -8793682.000000 Penalty: 3577.976318
	Iteration 125Q: 3 clusters Score -8793682 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -8793654.000000 Penalty: 3577.976318
	Iteration 126Q: 3 clusters Score -8793654 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -8793665.000000 Penalty: 3577.976318
	Iteration 127Q: 3 clusters Score -8793665 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -8793669.000000 Penalty: 3577.976318
	Iteration 128Q: 3 clusters Score -8793669 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -8793690.000000 Penalty: 3577.976318
	Iteration 129Q: 3 clusters Score -8793690 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -8793651.000000 Penalty: 3577.976318
	Iteration 130Q: 3 clusters Score -8793651 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -8793639.000000 Penalty: 3577.976318
	Iteration 131Q: 3 clusters Score -8793639 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -8793615.000000 Penalty: 3577.976318
	Iteration 132Q: 3 clusters Score -8793615 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -8793592.000000 Penalty: 3577.976318
	Iteration 133Q: 3 clusters Score -8793592 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -8793592.000000 Penalty: 3577.976318
	Iteration 134Q: 3 clusters Score -8793592 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -8793613.000000 Penalty: 3577.976318
	Iteration 135Q: 3 clusters Score -8793613 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -8793618.000000 Penalty: 3577.976318
	Iteration 136Q: 3 clusters Score -8793618 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -8793643.000000 Penalty: 3577.976318
	Iteration 137Q: 3 clusters Score -8793643 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -8793634.000000 Penalty: 3577.976318
	Iteration 138Q: 3 clusters Score -8793634 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -8793622.000000 Penalty: 3577.976318
	Iteration 139Q: 3 clusters Score -8793622 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -8793620.000000 Penalty: 3577.976318
	Iteration 140F: 3 clusters Score -8793620 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -8793627.000000 Penalty: 3577.976318
	Iteration 141Q: 3 clusters Score -8793627 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -8793605.000000 Penalty: 3577.976318
	Iteration 142Q: 3 clusters Score -8793605 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -8793567.000000 Penalty: 3577.976318
	Iteration 143Q: 3 clusters Score -8793567 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -8793565.000000 Penalty: 3577.976318
	Iteration 144Q: 3 clusters Score -8793565 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -8793523.000000 Penalty: 3577.976318
	Iteration 145Q: 3 clusters Score -8793523 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -8793517.000000 Penalty: 3577.976318
	Iteration 146Q: 3 clusters Score -8793517 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -8793490.000000 Penalty: 3577.976318
	Iteration 147Q: 3 clusters Score -8793490 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -8793477.000000 Penalty: 3577.976318
	Iteration 148Q: 3 clusters Score -8793477 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -8793485.000000 Penalty: 3577.976318
	Iteration 149Q: 3 clusters Score -8793485 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -8793446.000000 Penalty: 3577.976318
	Iteration 150Q: 3 clusters Score -8793446 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -8793425.000000 Penalty: 3577.976318
	Iteration 151Q: 3 clusters Score -8793425 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -8793420.000000 Penalty: 3577.976318
	Iteration 152Q: 3 clusters Score -8793420 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -8793420.000000 Penalty: 3577.976318
	Iteration 153Q: 3 clusters Score -8793420 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -8793404.000000 Penalty: 3577.976318
	Iteration 154Q: 3 clusters Score -8793404 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -8793415.000000 Penalty: 3577.976318
	Iteration 155Q: 3 clusters Score -8793415 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -8793399.000000 Penalty: 3577.976318
	Iteration 156Q: 3 clusters Score -8793399 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -8793378.000000 Penalty: 3577.976318
	Iteration 157Q: 3 clusters Score -8793378 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -8793350.000000 Penalty: 3577.976318
	Iteration 158Q: 3 clusters Score -8793350 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -8793323.000000 Penalty: 3577.976318
	Iteration 159Q: 3 clusters Score -8793323 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -8793283.000000 Penalty: 3577.976318
	Iteration 160F: 3 clusters Score -8793283 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -8793248.000000 Penalty: 3577.976318
	Iteration 161Q: 3 clusters Score -8793248 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -8793200.000000 Penalty: 3577.976318
	Iteration 162Q: 3 clusters Score -8793200 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -8793134.000000 Penalty: 3577.976318
	Iteration 163Q: 3 clusters Score -8793134 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -8793128.000000 Penalty: 3577.976318
	Iteration 164Q: 3 clusters Score -8793128 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -8793099.000000 Penalty: 3577.976318
	Iteration 165Q: 3 clusters Score -8793099 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -8793089.000000 Penalty: 3577.976318
	Iteration 166Q: 3 clusters Score -8793089 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -8793030.000000 Penalty: 3577.976318
	Iteration 167Q: 3 clusters Score -8793030 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -8792995.000000 Penalty: 3577.976318
	Iteration 168Q: 3 clusters Score -8792995 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -8792976.000000 Penalty: 3577.976318
	Iteration 169Q: 3 clusters Score -8792976 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -8792939.000000 Penalty: 3577.976318
	Iteration 170Q: 3 clusters Score -8792939 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -8792914.000000 Penalty: 3577.976318
	Iteration 171Q: 3 clusters Score -8792914 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -8792879.000000 Penalty: 3577.976318
	Iteration 172Q: 3 clusters Score -8792879 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -8792851.000000 Penalty: 3577.976318
	Iteration 173Q: 3 clusters Score -8792851 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -8792779.000000 Penalty: 3577.976318
	Iteration 174Q: 3 clusters Score -8792779 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -8792741.000000 Penalty: 3577.976318
	Iteration 175Q: 3 clusters Score -8792741 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -8792689.000000 Penalty: 3577.976318
	Iteration 176Q: 3 clusters Score -8792689 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -8792634.000000 Penalty: 3577.976318
	Iteration 177Q: 3 clusters Score -8792634 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -8792618.000000 Penalty: 3577.976318
	Iteration 178Q: 3 clusters Score -8792618 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -8792572.000000 Penalty: 3577.976318
	Iteration 179Q: 3 clusters Score -8792572 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -8792538.000000 Penalty: 3577.976318
	Iteration 180F: 3 clusters Score -8792538 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -8792549.000000 Penalty: 3577.976318
	Iteration 181Q: 3 clusters Score -8792549 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -8792515.000000 Penalty: 3577.976318
	Iteration 182Q: 3 clusters Score -8792515 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -8792509.000000 Penalty: 3577.976318
	Iteration 183Q: 3 clusters Score -8792509 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -8792488.000000 Penalty: 3577.976318
	Iteration 184Q: 3 clusters Score -8792488 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -8792491.000000 Penalty: 3577.976318
	Iteration 185Q: 3 clusters Score -8792491 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -8792475.000000 Penalty: 3577.976318
	Iteration 186Q: 3 clusters Score -8792475 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -8792491.000000 Penalty: 3577.976318
	Iteration 187Q: 3 clusters Score -8792491 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -8792503.000000 Penalty: 3577.976318
	Iteration 188Q: 3 clusters Score -8792503 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -8792507.000000 Penalty: 3577.976318
	Iteration 189Q: 3 clusters Score -8792507 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -8792510.000000 Penalty: 3577.976318
	Iteration 190Q: 3 clusters Score -8792510 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -8792516.000000 Penalty: 3577.976318
	Iteration 191Q: 3 clusters Score -8792516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -8792500.000000 Penalty: 3577.976318
	Iteration 192Q: 3 clusters Score -8792500 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -8792523.000000 Penalty: 3577.976318
	Iteration 193Q: 3 clusters Score -8792523 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -8792513.000000 Penalty: 3577.976318
	Iteration 194Q: 3 clusters Score -8792513 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -8792506.000000 Penalty: 3577.976318
	Iteration 195Q: 3 clusters Score -8792506 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -8792492.000000 Penalty: 3577.976318
	Iteration 196Q: 3 clusters Score -8792492 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -8792509.000000 Penalty: 3577.976318
	Iteration 197Q: 3 clusters Score -8792509 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -8792508.000000 Penalty: 3577.976318
	Iteration 198Q: 3 clusters Score -8792508 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -8792491.000000 Penalty: 3577.976318
	Iteration 199Q: 3 clusters Score -8792491 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -8792466.000000 Penalty: 3577.976318
	Iteration 200F: 3 clusters Score -8792466 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -8792474.000000 Penalty: 3577.976318
	Iteration 201Q: 3 clusters Score -8792474 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -8792438.000000 Penalty: 3577.976318
	Iteration 202Q: 3 clusters Score -8792438 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -8792421.000000 Penalty: 3577.976318
	Iteration 203Q: 3 clusters Score -8792421 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -8792398.000000 Penalty: 3577.976318
	Iteration 204Q: 3 clusters Score -8792398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -8792413.000000 Penalty: 3577.976318
	Iteration 205Q: 3 clusters Score -8792413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -8792384.000000 Penalty: 3577.976318
	Iteration 206Q: 3 clusters Score -8792384 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -8792394.000000 Penalty: 3577.976318
	Iteration 207Q: 3 clusters Score -8792394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -8792377.000000 Penalty: 3577.976318
	Iteration 208Q: 3 clusters Score -8792377 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -8792372.000000 Penalty: 3577.976318
	Iteration 209Q: 3 clusters Score -8792372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -8792363.000000 Penalty: 3577.976318
	Iteration 210Q: 3 clusters Score -8792363 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -8792387.000000 Penalty: 3577.976318
	Iteration 211Q: 3 clusters Score -8792387 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -8792382.000000 Penalty: 3577.976318
	Iteration 212Q: 3 clusters Score -8792382 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -8792396.000000 Penalty: 3577.976318
	Iteration 213Q: 3 clusters Score -8792396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -8792382.000000 Penalty: 3577.976318
	Iteration 214Q: 3 clusters Score -8792382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -8792367.000000 Penalty: 3577.976318
	Iteration 215Q: 3 clusters Score -8792367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -8792386.000000 Penalty: 3577.976318
	Iteration 216Q: 3 clusters Score -8792386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -8792378.000000 Penalty: 3577.976318
	Iteration 217Q: 3 clusters Score -8792378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -8792366.000000 Penalty: 3577.976318
	Iteration 218Q: 3 clusters Score -8792366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -8792371.000000 Penalty: 3577.976318
	Iteration 219Q: 3 clusters Score -8792371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -8792383.000000 Penalty: 3577.976318
	Iteration 220F: 3 clusters Score -8792383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -8792388.000000 Penalty: 3577.976318
	Iteration 221Q: 3 clusters Score -8792388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -8792399.000000 Penalty: 3577.976318
	Iteration 222Q: 3 clusters Score -8792399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -8792393.000000 Penalty: 3577.976318
	Iteration 223Q: 3 clusters Score -8792393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -8792375.000000 Penalty: 3577.976318
	Iteration 224Q: 3 clusters Score -8792375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -8792376.000000 Penalty: 3577.976318
	Iteration 225Q: 3 clusters Score -8792376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -8792377.000000 Penalty: 3577.976318
	Iteration 226Q: 3 clusters Score -8792377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -8792385.000000 Penalty: 3577.976318
	Iteration 227Q: 3 clusters Score -8792385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -8792370.000000 Penalty: 3577.976318
	Iteration 228Q: 3 clusters Score -8792370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -8792357.000000 Penalty: 3577.976318
	Iteration 229Q: 3 clusters Score -8792357 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -8792328.000000 Penalty: 3577.976318
	Iteration 230Q: 3 clusters Score -8792328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -8792333.000000 Penalty: 3577.976318
	Iteration 231Q: 3 clusters Score -8792333 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -8792303.000000 Penalty: 3577.976318
	Iteration 232Q: 3 clusters Score -8792303 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -8792291.000000 Penalty: 3577.976318
	Iteration 233Q: 3 clusters Score -8792291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -8792294.000000 Penalty: 3577.976318
	Iteration 234Q: 3 clusters Score -8792294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -8792287.000000 Penalty: 3577.976318
	Iteration 235Q: 3 clusters Score -8792287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -8792267.000000 Penalty: 3577.976318
	Iteration 236Q: 3 clusters Score -8792267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -8792262.000000 Penalty: 3577.976318
	Iteration 237Q: 3 clusters Score -8792262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -8792252.000000 Penalty: 3577.976318
	Iteration 238Q: 3 clusters Score -8792252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -8792251.000000 Penalty: 3577.976318
	Iteration 239Q: 3 clusters Score -8792251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -8792242.000000 Penalty: 3577.976318
	Iteration 240F: 3 clusters Score -8792242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -8792248.000000 Penalty: 3577.976318
	Iteration 241Q: 3 clusters Score -8792248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -8792259.000000 Penalty: 3577.976318
	Iteration 242Q: 3 clusters Score -8792259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -8792273.000000 Penalty: 3577.976318
	Iteration 243Q: 3 clusters Score -8792273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -8792267.000000 Penalty: 3577.976318
	Iteration 244Q: 3 clusters Score -8792267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -8792271.000000 Penalty: 3577.976318
	Iteration 245Q: 3 clusters Score -8792271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -8792278.000000 Penalty: 3577.976318
	Iteration 246Q: 3 clusters Score -8792278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -8792271.000000 Penalty: 3577.976318
	Iteration 247Q: 3 clusters Score -8792271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -8792257.000000 Penalty: 3577.976318
	Iteration 248Q: 3 clusters Score -8792257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -8792251.000000 Penalty: 3577.976318
	Iteration 249Q: 3 clusters Score -8792251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -8792250.000000 Penalty: 3577.976318
	Iteration 250Q: 3 clusters Score -8792250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -8792244.000000 Penalty: 3577.976318
	Iteration 251Q: 3 clusters Score -8792244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -8792225.000000 Penalty: 3577.976318
	Iteration 252Q: 3 clusters Score -8792225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -8792231.000000 Penalty: 3577.976318
	Iteration 253Q: 3 clusters Score -8792231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -8792242.000000 Penalty: 3577.976318
	Iteration 254Q: 3 clusters Score -8792242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -8792251.000000 Penalty: 3577.976318
	Iteration 255Q: 3 clusters Score -8792251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -8792262.000000 Penalty: 3577.976318
	Iteration 256Q: 3 clusters Score -8792262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -8792264.000000 Penalty: 3577.976318
	Iteration 257Q: 3 clusters Score -8792264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -8792274.000000 Penalty: 3577.976318
	Iteration 258Q: 3 clusters Score -8792274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -8792263.000000 Penalty: 3577.976318
	Iteration 259Q: 3 clusters Score -8792263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -8792266.000000 Penalty: 3577.976318
	Iteration 260F: 3 clusters Score -8792266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -8792275.000000 Penalty: 3577.976318
	Iteration 261Q: 3 clusters Score -8792275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -8792264.000000 Penalty: 3577.976318
	Iteration 262Q: 3 clusters Score -8792264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -8792262.000000 Penalty: 3577.976318
	Iteration 263Q: 3 clusters Score -8792262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -8792255.000000 Penalty: 3577.976318
	Iteration 264Q: 3 clusters Score -8792255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -8792243.000000 Penalty: 3577.976318
	Iteration 265Q: 3 clusters Score -8792243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -8792236.000000 Penalty: 3577.976318
	Iteration 266Q: 3 clusters Score -8792236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -8792217.000000 Penalty: 3577.976318
	Iteration 267Q: 3 clusters Score -8792217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -8792219.000000 Penalty: 3577.976318
	Iteration 268Q: 3 clusters Score -8792219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -8792208.000000 Penalty: 3577.976318
	Iteration 269Q: 3 clusters Score -8792208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -8792206.000000 Penalty: 3577.976318
	Iteration 270Q: 3 clusters Score -8792206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -8792192.000000 Penalty: 3577.976318
	Iteration 271Q: 3 clusters Score -8792192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -8792205.000000 Penalty: 3577.976318
	Iteration 272Q: 3 clusters Score -8792205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -8792210.000000 Penalty: 3577.976318
	Iteration 273Q: 3 clusters Score -8792210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -8792206.000000 Penalty: 3577.976318
	Iteration 274Q: 3 clusters Score -8792206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -8792202.000000 Penalty: 3577.976318
	Iteration 275Q: 3 clusters Score -8792202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -8792212.000000 Penalty: 3577.976318
	Iteration 276Q: 3 clusters Score -8792212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -8792207.000000 Penalty: 3577.976318
	Iteration 277Q: 3 clusters Score -8792207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -8792207.000000 Penalty: 3577.976318
	Iteration 278F: 3 clusters Score -8792207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 35421 members 
Mstep: Class 4 contains 2901 members 
Mstep: Class 5 contains 77613 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 15263 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 10398 members 
Mstep: Class 10 contains 11059 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 57265 members 
Mstep: Class 13 contains 26477 members 
Mstep: Class 14 contains 31493 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 95375 members 
Mstep: Class 17 contains 18608 members 
Mstep: Class 18 contains 11815 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 81251 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 16032 members 
Mstep: Class 25 contains 9097 members 
Mstep: Class 26 contains 27327 members 
Mstep: Class 27 contains 33948 members 
Entering Unmasked Estep 
Score: -85177440.000000 Penalty: 58384.144531
Splitting cluster 13 changes total score from -84836016.000000 to -85177440.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (31493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Entering Unmasked Estep 
Score: -4419960.000000 Penalty: 1683.097046
	Iteration 0F: 2 clusters Score -4419960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -4399587.000000 Penalty: 3366.194092
	Iteration 0F: 3 clusters Score -4399587 nChanged 14586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -4414176.000000 Penalty: 3366.194092
	Iteration 1F: 3 clusters Score -4414176 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -4427840.500000 Penalty: 3366.194092
	Iteration 2F: 3 clusters Score -4427840 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4441728.000000 Penalty: 3366.194092
	Iteration 3F: 3 clusters Score -4441728 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -4448620.000000 Penalty: 3366.194092
	Iteration 4F: 3 clusters Score -4448620 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -4450409.000000 Penalty: 3366.194092
	Iteration 5Q: 3 clusters Score -4450409 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -4450837.500000 Penalty: 3366.194092
	Iteration 6Q: 3 clusters Score -4450838 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -4450997.000000 Penalty: 3366.194092
	Iteration 7Q: 3 clusters Score -4450997 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -4451032.500000 Penalty: 3366.194092
	Iteration 8Q: 3 clusters Score -4451032 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -4451053.000000 Penalty: 3366.194092
	Iteration 9Q: 3 clusters Score -4451053 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -4451068.000000 Penalty: 3366.194092
	Iteration 10Q: 3 clusters Score -4451068 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -4451069.000000 Penalty: 3366.194092
	Iteration 11Q: 3 clusters Score -4451069 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -4451075.000000 Penalty: 3366.194092
	Iteration 12Q: 3 clusters Score -4451075 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -4451077.500000 Penalty: 3366.194092
	Iteration 13Q: 3 clusters Score -4451078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -4451085.000000 Penalty: 3366.194092
	Iteration 14Q: 3 clusters Score -4451085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -4451081.000000 Penalty: 3366.194092
	Iteration 15Q: 3 clusters Score -4451081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -4451085.500000 Penalty: 3366.194092
	Iteration 16Q: 3 clusters Score -4451086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -4451084.000000 Penalty: 3366.194092
	Iteration 17Q: 3 clusters Score -4451084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -4451076.000000 Penalty: 3366.194092
	Iteration 18Q: 3 clusters Score -4451076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -4451078.000000 Penalty: 3366.194092
	Iteration 19Q: 3 clusters Score -4451078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -4451078.500000 Penalty: 3366.194092
	Iteration 20F: 3 clusters Score -4451078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -4451078.000000 Penalty: 3366.194092
	Iteration 21Q: 3 clusters Score -4451078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -4451077.500000 Penalty: 3366.194092
	Iteration 22Q: 3 clusters Score -4451078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -4451077.000000 Penalty: 3366.194092
	Iteration 23Q: 3 clusters Score -4451077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -4451073.500000 Penalty: 3366.194092
	Iteration 24Q: 3 clusters Score -4451074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -4451074.500000 Penalty: 3366.194092
	Iteration 25Q: 3 clusters Score -4451074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -4451074.500000 Penalty: 3366.194092
	Iteration 26F: 3 clusters Score -4451074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 35421 members 
Mstep: Class 4 contains 2901 members 
Mstep: Class 5 contains 77613 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 15263 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 10398 members 
Mstep: Class 10 contains 11059 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 57265 members 
Mstep: Class 13 contains 26477 members 
Mstep: Class 14 contains 17773 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 95375 members 
Mstep: Class 17 contains 18608 members 
Mstep: Class 18 contains 11815 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 81251 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 16032 members 
Mstep: Class 25 contains 9097 members 
Mstep: Class 26 contains 27327 members 
Mstep: Class 27 contains 33948 members 
Mstep: Class 28 contains 13720 members 
Entering Unmasked Estep 
Score: -85207496.000000 Penalty: 60546.519531
Splitting cluster 14 changes total score from -84836016.000000 to -85207496.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (16964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Entering Unmasked Estep 
Score: -2405105.000000 Penalty: 1582.562866
	Iteration 0F: 2 clusters Score -2405105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2393572.250000 Penalty: 3165.125732
	Iteration 0F: 3 clusters Score -2393572 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2398472.500000 Penalty: 3165.125732
	Iteration 1F: 3 clusters Score -2398472 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2400497.750000 Penalty: 3165.125732
	Iteration 2F: 3 clusters Score -2400498 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2403209.000000 Penalty: 3165.125732
	Iteration 3F: 3 clusters Score -2403209 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2405857.750000 Penalty: 3165.125732
	Iteration 4F: 3 clusters Score -2405858 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2407432.000000 Penalty: 3165.125732
	Iteration 5F: 3 clusters Score -2407432 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2408113.750000 Penalty: 3165.125732
	Iteration 6F: 3 clusters Score -2408114 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2408351.250000 Penalty: 3165.125732
	Iteration 7Q: 3 clusters Score -2408351 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2408427.750000 Penalty: 3165.125732
	Iteration 8Q: 3 clusters Score -2408428 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2408454.000000 Penalty: 3165.125732
	Iteration 9Q: 3 clusters Score -2408454 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2408472.000000 Penalty: 3165.125732
	Iteration 10Q: 3 clusters Score -2408472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2408489.000000 Penalty: 3165.125732
	Iteration 11Q: 3 clusters Score -2408489 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2408494.000000 Penalty: 3165.125732
	Iteration 12Q: 3 clusters Score -2408494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2408493.750000 Penalty: 3165.125732
	Iteration 13Q: 3 clusters Score -2408494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2408494.500000 Penalty: 3165.125732
	Iteration 14Q: 3 clusters Score -2408494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2408496.500000 Penalty: 3165.125732
	Iteration 15Q: 3 clusters Score -2408496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2408505.750000 Penalty: 3165.125732
	Iteration 16Q: 3 clusters Score -2408506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2408513.750000 Penalty: 3165.125732
	Iteration 17Q: 3 clusters Score -2408514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2408510.000000 Penalty: 3165.125732
	Iteration 18Q: 3 clusters Score -2408510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2408502.750000 Penalty: 3165.125732
	Iteration 19Q: 3 clusters Score -2408503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2408506.000000 Penalty: 3165.125732
	Iteration 20F: 3 clusters Score -2408506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2408506.750000 Penalty: 3165.125732
	Iteration 21Q: 3 clusters Score -2408507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2408509.250000 Penalty: 3165.125732
	Iteration 22Q: 3 clusters Score -2408509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2408509.250000 Penalty: 3165.125732
	Iteration 23Q: 3 clusters Score -2408509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2408511.000000 Penalty: 3165.125732
	Iteration 24Q: 3 clusters Score -2408511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2408510.750000 Penalty: 3165.125732
	Iteration 25Q: 3 clusters Score -2408511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2408513.250000 Penalty: 3165.125732
	Iteration 26Q: 3 clusters Score -2408513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2408513.250000 Penalty: 3165.125732
	Iteration 27F: 3 clusters Score -2408513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 35421 members 
Mstep: Class 4 contains 2901 members 
Mstep: Class 5 contains 77613 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 15263 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 10398 members 
Mstep: Class 10 contains 11059 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 57265 members 
Mstep: Class 13 contains 26477 members 
Mstep: Class 14 contains 17773 members 
Mstep: Class 15 contains 12128 members 
Mstep: Class 16 contains 95375 members 
Mstep: Class 17 contains 18608 members 
Mstep: Class 18 contains 11815 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 81251 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 16032 members 
Mstep: Class 25 contains 9097 members 
Mstep: Class 26 contains 27327 members 
Mstep: Class 27 contains 33948 members 
Mstep: Class 28 contains 13720 members 
Mstep: Class 29 contains 4836 members 
Entering Unmasked Estep 
Score: -85209904.000000 Penalty: 62708.898438
Splitting cluster 15 changes total score from -84836016.000000 to -85209904.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (95375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95375 members 
Entering Unmasked Estep 
Score: -14217266.000000 Penalty: 1863.155396
	Iteration 0F: 2 clusters Score -1.421727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -14238380.000000 Penalty: 3726.310791
	Iteration 0F: 3 clusters Score -1.423838e+07 nChanged 45861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -14265377.000000 Penalty: 3726.310791
	Iteration 1F: 3 clusters Score -1.426538e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -14266736.000000 Penalty: 3726.310791
	Iteration 2F: 3 clusters Score -1.426674e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -14268874.000000 Penalty: 3726.310791
	Iteration 3Q: 3 clusters Score -1.426887e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -14272151.000000 Penalty: 3726.310791
	Iteration 4F: 3 clusters Score -1.427215e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -14277566.000000 Penalty: 3726.310791
	Iteration 5F: 3 clusters Score -1.427757e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -14286952.000000 Penalty: 3726.310791
	Iteration 6F: 3 clusters Score -1.428695e+07 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -14296878.000000 Penalty: 3726.310791
	Iteration 7F: 3 clusters Score -1.429688e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -14303779.000000 Penalty: 3726.310791
	Iteration 8F: 3 clusters Score -1.430378e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -14308416.000000 Penalty: 3726.310791
	Iteration 9F: 3 clusters Score -1.430842e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -14311110.000000 Penalty: 3726.310791
	Iteration 10Q: 3 clusters Score -1.431111e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -14312930.000000 Penalty: 3726.310791
	Iteration 11Q: 3 clusters Score -1.431293e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57797 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -14313967.000000 Penalty: 3726.310791
	Iteration 12Q: 3 clusters Score -1.431397e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -14314702.000000 Penalty: 3726.310791
	Iteration 13Q: 3 clusters Score -1.43147e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58558 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -14315085.000000 Penalty: 3726.310791
	Iteration 14Q: 3 clusters Score -1.431508e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58777 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -14315172.000000 Penalty: 3726.310791
	Iteration 15Q: 3 clusters Score -1.431517e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58933 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -14315270.000000 Penalty: 3726.310791
	Iteration 16Q: 3 clusters Score -1.431527e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59063 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -14315303.000000 Penalty: 3726.310791
	Iteration 17Q: 3 clusters Score -1.43153e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -14315328.000000 Penalty: 3726.310791
	Iteration 18Q: 3 clusters Score -1.431533e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59204 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -14315362.000000 Penalty: 3726.310791
	Iteration 19Q: 3 clusters Score -1.431536e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59257 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -14315387.000000 Penalty: 3726.310791
	Iteration 20F: 3 clusters Score -1.431539e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59318 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -14315338.000000 Penalty: 3726.310791
	Iteration 21Q: 3 clusters Score -1.431534e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59391 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -14315354.000000 Penalty: 3726.310791
	Iteration 22Q: 3 clusters Score -1.431535e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -14315379.000000 Penalty: 3726.310791
	Iteration 23Q: 3 clusters Score -1.431538e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -14315460.000000 Penalty: 3726.310791
	Iteration 24Q: 3 clusters Score -1.431546e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -14315448.000000 Penalty: 3726.310791
	Iteration 25Q: 3 clusters Score -1.431545e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -14315476.000000 Penalty: 3726.310791
	Iteration 26Q: 3 clusters Score -1.431548e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -14315501.000000 Penalty: 3726.310791
	Iteration 27Q: 3 clusters Score -1.43155e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59641 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -14315510.000000 Penalty: 3726.310791
	Iteration 28Q: 3 clusters Score -1.431551e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59658 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -14315541.000000 Penalty: 3726.310791
	Iteration 29Q: 3 clusters Score -1.431554e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -14315564.000000 Penalty: 3726.310791
	Iteration 30Q: 3 clusters Score -1.431556e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59671 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -14315583.000000 Penalty: 3726.310791
	Iteration 31Q: 3 clusters Score -1.431558e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -14315604.000000 Penalty: 3726.310791
	Iteration 32Q: 3 clusters Score -1.43156e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -14315652.000000 Penalty: 3726.310791
	Iteration 33Q: 3 clusters Score -1.431565e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -14315651.000000 Penalty: 3726.310791
	Iteration 34Q: 3 clusters Score -1.431565e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -14315635.000000 Penalty: 3726.310791
	Iteration 35Q: 3 clusters Score -1.431564e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -14315661.000000 Penalty: 3726.310791
	Iteration 36Q: 3 clusters Score -1.431566e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -14315672.000000 Penalty: 3726.310791
	Iteration 37Q: 3 clusters Score -1.431567e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -14315703.000000 Penalty: 3726.310791
	Iteration 38Q: 3 clusters Score -1.43157e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59768 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -14315687.000000 Penalty: 3726.310791
	Iteration 39Q: 3 clusters Score -1.431569e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -14315704.000000 Penalty: 3726.310791
	Iteration 40F: 3 clusters Score -1.43157e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -14315715.000000 Penalty: 3726.310791
	Iteration 41Q: 3 clusters Score -1.431572e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -14315721.000000 Penalty: 3726.310791
	Iteration 42Q: 3 clusters Score -1.431572e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59795 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -14315730.000000 Penalty: 3726.310791
	Iteration 43Q: 3 clusters Score -1.431573e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -14315722.000000 Penalty: 3726.310791
	Iteration 44Q: 3 clusters Score -1.431572e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -14315751.000000 Penalty: 3726.310791
	Iteration 45Q: 3 clusters Score -1.431575e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -14315743.000000 Penalty: 3726.310791
	Iteration 46Q: 3 clusters Score -1.431574e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -14315740.000000 Penalty: 3726.310791
	Iteration 47Q: 3 clusters Score -1.431574e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -14315743.000000 Penalty: 3726.310791
	Iteration 48Q: 3 clusters Score -1.431574e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59773 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -14315752.000000 Penalty: 3726.310791
	Iteration 49Q: 3 clusters Score -1.431575e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -14315771.000000 Penalty: 3726.310791
	Iteration 50Q: 3 clusters Score -1.431577e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59743 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -14315807.000000 Penalty: 3726.310791
	Iteration 51Q: 3 clusters Score -1.431581e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -14315787.000000 Penalty: 3726.310791
	Iteration 52Q: 3 clusters Score -1.431579e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59726 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -14315779.000000 Penalty: 3726.310791
	Iteration 53Q: 3 clusters Score -1.431578e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -14315788.000000 Penalty: 3726.310791
	Iteration 54Q: 3 clusters Score -1.431579e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59720 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -14315790.000000 Penalty: 3726.310791
	Iteration 55Q: 3 clusters Score -1.431579e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -14315775.000000 Penalty: 3726.310791
	Iteration 56Q: 3 clusters Score -1.431578e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -14315794.000000 Penalty: 3726.310791
	Iteration 57Q: 3 clusters Score -1.431579e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -14315789.000000 Penalty: 3726.310791
	Iteration 58Q: 3 clusters Score -1.431579e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59721 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -14315781.000000 Penalty: 3726.310791
	Iteration 59Q: 3 clusters Score -1.431578e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59727 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -14315771.000000 Penalty: 3726.310791
	Iteration 60F: 3 clusters Score -1.431577e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -14315767.000000 Penalty: 3726.310791
	Iteration 61Q: 3 clusters Score -1.431577e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -14315776.000000 Penalty: 3726.310791
	Iteration 62Q: 3 clusters Score -1.431578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59746 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -14315782.000000 Penalty: 3726.310791
	Iteration 63Q: 3 clusters Score -1.431578e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -14315799.000000 Penalty: 3726.310791
	Iteration 64Q: 3 clusters Score -1.43158e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -14315802.000000 Penalty: 3726.310791
	Iteration 65Q: 3 clusters Score -1.43158e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -14315818.000000 Penalty: 3726.310791
	Iteration 66Q: 3 clusters Score -1.431582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -14315821.000000 Penalty: 3726.310791
	Iteration 67Q: 3 clusters Score -1.431582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -14315818.000000 Penalty: 3726.310791
	Iteration 68Q: 3 clusters Score -1.431582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -14315818.000000 Penalty: 3726.310791
	Iteration 69Q: 3 clusters Score -1.431582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59764 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -14315812.000000 Penalty: 3726.310791
	Iteration 70Q: 3 clusters Score -1.431581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59764 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -14315817.000000 Penalty: 3726.310791
	Iteration 71Q: 3 clusters Score -1.431582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -14315819.000000 Penalty: 3726.310791
	Iteration 72Q: 3 clusters Score -1.431582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -14315815.000000 Penalty: 3726.310791
	Iteration 73Q: 3 clusters Score -1.431582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59761 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -14315809.000000 Penalty: 3726.310791
	Iteration 74Q: 3 clusters Score -1.431581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -14315800.000000 Penalty: 3726.310791
	Iteration 75Q: 3 clusters Score -1.43158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -14315803.000000 Penalty: 3726.310791
	Iteration 76Q: 3 clusters Score -1.43158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -14315795.000000 Penalty: 3726.310791
	Iteration 77Q: 3 clusters Score -1.43158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59766 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -14315798.000000 Penalty: 3726.310791
	Iteration 78Q: 3 clusters Score -1.43158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -14315806.000000 Penalty: 3726.310791
	Iteration 79Q: 3 clusters Score -1.431581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59773 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -14315794.000000 Penalty: 3726.310791
	Iteration 80F: 3 clusters Score -1.431579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -14315784.000000 Penalty: 3726.310791
	Iteration 81Q: 3 clusters Score -1.431578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -14315795.000000 Penalty: 3726.310791
	Iteration 82Q: 3 clusters Score -1.43158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -14315805.000000 Penalty: 3726.310791
	Iteration 83Q: 3 clusters Score -1.43158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -14315801.000000 Penalty: 3726.310791
	Iteration 84Q: 3 clusters Score -1.43158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -14315791.000000 Penalty: 3726.310791
	Iteration 85Q: 3 clusters Score -1.431579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -14315793.000000 Penalty: 3726.310791
	Iteration 86Q: 3 clusters Score -1.431579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -14315793.000000 Penalty: 3726.310791
	Iteration 87F: 3 clusters Score -1.431579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 35421 members 
Mstep: Class 4 contains 2901 members 
Mstep: Class 5 contains 77613 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 15263 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 10398 members 
Mstep: Class 10 contains 11059 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 57265 members 
Mstep: Class 13 contains 26477 members 
Mstep: Class 14 contains 17773 members 
Mstep: Class 15 contains 12128 members 
Mstep: Class 16 contains 59783 members 
Mstep: Class 17 contains 18608 members 
Mstep: Class 18 contains 11815 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 81251 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 16032 members 
Mstep: Class 25 contains 9097 members 
Mstep: Class 26 contains 27327 members 
Mstep: Class 27 contains 33948 members 
Mstep: Class 28 contains 13720 members 
Mstep: Class 29 contains 4836 members 
Mstep: Class 30 contains 35592 members 
Entering Unmasked Estep 
Score: -85306648.000000 Penalty: 64871.273438
Splitting cluster 16 changes total score from -84836016.000000 to -85306648.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (18608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Entering Unmasked Estep 
Score: -2354864.500000 Penalty: 1597.593750
	Iteration 0F: 2 clusters Score -2354864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2342486.250000 Penalty: 3195.187500
	Iteration 0F: 3 clusters Score -2342486 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2349022.500000 Penalty: 3195.187500
	Iteration 1F: 3 clusters Score -2349022 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2351963.250000 Penalty: 3195.187500
	Iteration 2F: 3 clusters Score -2351963 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2355148.750000 Penalty: 3195.187500
	Iteration 3F: 3 clusters Score -2355149 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2357676.000000 Penalty: 3195.187500
	Iteration 4F: 3 clusters Score -2357676 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2359232.500000 Penalty: 3195.187500
	Iteration 5F: 3 clusters Score -2359232 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2360566.250000 Penalty: 3195.187500
	Iteration 6F: 3 clusters Score -2360566 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2362110.750000 Penalty: 3195.187500
	Iteration 7F: 3 clusters Score -2362111 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2363922.750000 Penalty: 3195.187500
	Iteration 8F: 3 clusters Score -2363923 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2365643.500000 Penalty: 3195.187500
	Iteration 9F: 3 clusters Score -2365644 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2367001.750000 Penalty: 3195.187500
	Iteration 10Q: 3 clusters Score -2367002 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2367907.000000 Penalty: 3195.187500
	Iteration 11Q: 3 clusters Score -2367907 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2368580.000000 Penalty: 3195.187500
	Iteration 12Q: 3 clusters Score -2368580 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2369081.250000 Penalty: 3195.187500
	Iteration 13Q: 3 clusters Score -2369081 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2369380.000000 Penalty: 3195.187500
	Iteration 14Q: 3 clusters Score -2369380 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2369581.000000 Penalty: 3195.187500
	Iteration 15Q: 3 clusters Score -2369581 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2369669.500000 Penalty: 3195.187500
	Iteration 16Q: 3 clusters Score -2369670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2369724.250000 Penalty: 3195.187500
	Iteration 17Q: 3 clusters Score -2369724 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2369751.250000 Penalty: 3195.187500
	Iteration 18Q: 3 clusters Score -2369751 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2369766.250000 Penalty: 3195.187500
	Iteration 19Q: 3 clusters Score -2369766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2369776.750000 Penalty: 3195.187500
	Iteration 20F: 3 clusters Score -2369777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2369786.250000 Penalty: 3195.187500
	Iteration 21Q: 3 clusters Score -2369786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2369788.000000 Penalty: 3195.187500
	Iteration 22Q: 3 clusters Score -2369788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2369793.750000 Penalty: 3195.187500
	Iteration 23Q: 3 clusters Score -2369794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2369788.250000 Penalty: 3195.187500
	Iteration 24Q: 3 clusters Score -2369788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2369792.750000 Penalty: 3195.187500
	Iteration 25Q: 3 clusters Score -2369793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2369796.500000 Penalty: 3195.187500
	Iteration 26Q: 3 clusters Score -2369796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2369798.250000 Penalty: 3195.187500
	Iteration 27Q: 3 clusters Score -2369798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2369801.750000 Penalty: 3195.187500
	Iteration 28Q: 3 clusters Score -2369802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2369801.750000 Penalty: 3195.187500
	Iteration 29F: 3 clusters Score -2369802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 35421 members 
Mstep: Class 4 contains 2901 members 
Mstep: Class 5 contains 77613 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 15263 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 10398 members 
Mstep: Class 10 contains 11059 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 57265 members 
Mstep: Class 13 contains 26477 members 
Mstep: Class 14 contains 17773 members 
Mstep: Class 15 contains 12128 members 
Mstep: Class 16 contains 59783 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 18 contains 11815 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 81251 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 16032 members 
Mstep: Class 25 contains 9097 members 
Mstep: Class 26 contains 27327 members 
Mstep: Class 27 contains 33948 members 
Mstep: Class 28 contains 13720 members 
Mstep: Class 29 contains 4836 members 
Mstep: Class 30 contains 35592 members 
Mstep: Class 31 contains 14212 members 
Entering Unmasked Estep 
Score: -85321088.000000 Penalty: 67033.648438
Splitting cluster 17 changes total score from -84836016.000000 to -85321088.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (11815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Entering Unmasked Estep 
Score: -1549801.375000 Penalty: 1523.782837
	Iteration 0F: 2 clusters Score -1549801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1541654.250000 Penalty: 3047.565674
	Iteration 0F: 3 clusters Score -1541654 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1546564.375000 Penalty: 3047.565674
	Iteration 1F: 3 clusters Score -1546564 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1549095.625000 Penalty: 3047.565674
	Iteration 2F: 3 clusters Score -1549096 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1550361.000000 Penalty: 3047.565674
	Iteration 3F: 3 clusters Score -1550361 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1550804.375000 Penalty: 3047.565674
	Iteration 4F: 3 clusters Score -1550804 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1550996.000000 Penalty: 3047.565674
	Iteration 5Q: 3 clusters Score -1550996 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1551105.500000 Penalty: 3047.565674
	Iteration 6Q: 3 clusters Score -1551106 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1551197.875000 Penalty: 3047.565674
	Iteration 7Q: 3 clusters Score -1551198 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1551292.000000 Penalty: 3047.565674
	Iteration 8Q: 3 clusters Score -1551292 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1551429.250000 Penalty: 3047.565674
	Iteration 9Q: 3 clusters Score -1551429 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1551587.125000 Penalty: 3047.565674
	Iteration 10Q: 3 clusters Score -1551587 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1551733.375000 Penalty: 3047.565674
	Iteration 11Q: 3 clusters Score -1551733 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1551875.125000 Penalty: 3047.565674
	Iteration 12Q: 3 clusters Score -1551875 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1551987.625000 Penalty: 3047.565674
	Iteration 13Q: 3 clusters Score -1551988 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1552094.375000 Penalty: 3047.565674
	Iteration 14Q: 3 clusters Score -1552094 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1552193.125000 Penalty: 3047.565674
	Iteration 15Q: 3 clusters Score -1552193 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1552287.000000 Penalty: 3047.565674
	Iteration 16Q: 3 clusters Score -1552287 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1552398.000000 Penalty: 3047.565674
	Iteration 17Q: 3 clusters Score -1552398 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1552509.500000 Penalty: 3047.565674
	Iteration 18Q: 3 clusters Score -1552510 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1552638.000000 Penalty: 3047.565674
	Iteration 19Q: 3 clusters Score -1552638 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1552770.000000 Penalty: 3047.565674
	Iteration 20F: 3 clusters Score -1552770 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1552924.250000 Penalty: 3047.565674
	Iteration 21Q: 3 clusters Score -1552924 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1553090.750000 Penalty: 3047.565674
	Iteration 22Q: 3 clusters Score -1553091 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1553246.500000 Penalty: 3047.565674
	Iteration 23Q: 3 clusters Score -1553246 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1553408.750000 Penalty: 3047.565674
	Iteration 24Q: 3 clusters Score -1553409 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1553562.125000 Penalty: 3047.565674
	Iteration 25Q: 3 clusters Score -1553562 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1553716.375000 Penalty: 3047.565674
	Iteration 26Q: 3 clusters Score -1553716 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1553890.625000 Penalty: 3047.565674
	Iteration 27Q: 3 clusters Score -1553891 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1554068.750000 Penalty: 3047.565674
	Iteration 28Q: 3 clusters Score -1554069 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1554236.875000 Penalty: 3047.565674
	Iteration 29Q: 3 clusters Score -1554237 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1554387.375000 Penalty: 3047.565674
	Iteration 30Q: 3 clusters Score -1554387 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1554515.750000 Penalty: 3047.565674
	Iteration 31Q: 3 clusters Score -1554516 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1554617.625000 Penalty: 3047.565674
	Iteration 32Q: 3 clusters Score -1554618 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1554710.375000 Penalty: 3047.565674
	Iteration 33Q: 3 clusters Score -1554710 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1554778.375000 Penalty: 3047.565674
	Iteration 34Q: 3 clusters Score -1554778 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1554828.500000 Penalty: 3047.565674
	Iteration 35Q: 3 clusters Score -1554828 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1554882.500000 Penalty: 3047.565674
	Iteration 36Q: 3 clusters Score -1554882 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1554927.875000 Penalty: 3047.565674
	Iteration 37Q: 3 clusters Score -1554928 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1554960.500000 Penalty: 3047.565674
	Iteration 38Q: 3 clusters Score -1554960 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1554986.625000 Penalty: 3047.565674
	Iteration 39Q: 3 clusters Score -1554987 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1555015.000000 Penalty: 3047.565674
	Iteration 40F: 3 clusters Score -1555015 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1555037.500000 Penalty: 3047.565674
	Iteration 41Q: 3 clusters Score -1555038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1555048.250000 Penalty: 3047.565674
	Iteration 42Q: 3 clusters Score -1555048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1555063.375000 Penalty: 3047.565674
	Iteration 43Q: 3 clusters Score -1555063 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1555070.875000 Penalty: 3047.565674
	Iteration 44Q: 3 clusters Score -1555071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1555074.375000 Penalty: 3047.565674
	Iteration 45Q: 3 clusters Score -1555074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1555080.625000 Penalty: 3047.565674
	Iteration 46Q: 3 clusters Score -1555081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1555084.625000 Penalty: 3047.565674
	Iteration 47Q: 3 clusters Score -1555085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1555088.500000 Penalty: 3047.565674
	Iteration 48Q: 3 clusters Score -1555088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1555090.375000 Penalty: 3047.565674
	Iteration 49Q: 3 clusters Score -1555090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1555100.375000 Penalty: 3047.565674
	Iteration 50Q: 3 clusters Score -1555100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1555112.750000 Penalty: 3047.565674
	Iteration 51Q: 3 clusters Score -1555113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1555122.375000 Penalty: 3047.565674
	Iteration 52Q: 3 clusters Score -1555122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1555148.750000 Penalty: 3047.565674
	Iteration 53Q: 3 clusters Score -1555149 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1555183.250000 Penalty: 3047.565674
	Iteration 54Q: 3 clusters Score -1555183 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1555222.500000 Penalty: 3047.565674
	Iteration 55Q: 3 clusters Score -1555222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1555281.500000 Penalty: 3047.565674
	Iteration 56Q: 3 clusters Score -1555282 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1555332.000000 Penalty: 3047.565674
	Iteration 57Q: 3 clusters Score -1555332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1555359.000000 Penalty: 3047.565674
	Iteration 58Q: 3 clusters Score -1555359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1555362.875000 Penalty: 3047.565674
	Iteration 59Q: 3 clusters Score -1555363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1555534.625000 Penalty: 3047.565674
	Iteration 60F: 3 clusters Score -1555535 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1555806.375000 Penalty: 3047.565674
	Iteration 61Q: 3 clusters Score -1555806 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1555873.375000 Penalty: 3047.565674
	Iteration 62Q: 3 clusters Score -1555873 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1555887.500000 Penalty: 3047.565674
	Iteration 63Q: 3 clusters Score -1555888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1555897.250000 Penalty: 3047.565674
	Iteration 64Q: 3 clusters Score -1555897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1555905.125000 Penalty: 3047.565674
	Iteration 65Q: 3 clusters Score -1555905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1555911.625000 Penalty: 3047.565674
	Iteration 66Q: 3 clusters Score -1555912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1555915.125000 Penalty: 3047.565674
	Iteration 67Q: 3 clusters Score -1555915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1555915.750000 Penalty: 3047.565674
	Iteration 68Q: 3 clusters Score -1555916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1555918.375000 Penalty: 3047.565674
	Iteration 69Q: 3 clusters Score -1555918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1555920.375000 Penalty: 3047.565674
	Iteration 70Q: 3 clusters Score -1555920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1555924.750000 Penalty: 3047.565674
	Iteration 71Q: 3 clusters Score -1555925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1555928.000000 Penalty: 3047.565674
	Iteration 72Q: 3 clusters Score -1555928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1555927.000000 Penalty: 3047.565674
	Iteration 73Q: 3 clusters Score -1555927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1555925.625000 Penalty: 3047.565674
	Iteration 74Q: 3 clusters Score -1555926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1555926.750000 Penalty: 3047.565674
	Iteration 75Q: 3 clusters Score -1555927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1555924.375000 Penalty: 3047.565674
	Iteration 76Q: 3 clusters Score -1555924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1555923.500000 Penalty: 3047.565674
	Iteration 77Q: 3 clusters Score -1555924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1555924.625000 Penalty: 3047.565674
	Iteration 78Q: 3 clusters Score -1555925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1555927.250000 Penalty: 3047.565674
	Iteration 79Q: 3 clusters Score -1555927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1555927.375000 Penalty: 3047.565674
	Iteration 80F: 3 clusters Score -1555927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1555926.000000 Penalty: 3047.565674
	Iteration 81Q: 3 clusters Score -1555926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1555926.000000 Penalty: 3047.565674
	Iteration 82Q: 3 clusters Score -1555926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1555925.250000 Penalty: 3047.565674
	Iteration 83Q: 3 clusters Score -1555925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1555923.250000 Penalty: 3047.565674
	Iteration 84Q: 3 clusters Score -1555923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1555924.000000 Penalty: 3047.565674
	Iteration 85Q: 3 clusters Score -1555924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1555924.000000 Penalty: 3047.565674
	Iteration 86F: 3 clusters Score -1555924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 35421 members 
Mstep: Class 4 contains 2901 members 
Mstep: Class 5 contains 77613 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 15263 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 10398 members 
Mstep: Class 10 contains 11059 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 57265 members 
Mstep: Class 13 contains 26477 members 
Mstep: Class 14 contains 17773 members 
Mstep: Class 15 contains 12128 members 
Mstep: Class 16 contains 59783 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 81251 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 16032 members 
Mstep: Class 25 contains 9097 members 
Mstep: Class 26 contains 27327 members 
Mstep: Class 27 contains 33948 members 
Mstep: Class 28 contains 13720 members 
Mstep: Class 29 contains 4836 members 
Mstep: Class 30 contains 35592 members 
Mstep: Class 31 contains 14212 members 
Mstep: Class 32 contains 8628 members 
Entering Unmasked Estep 
Score: -85326592.000000 Penalty: 69196.023438
Splitting cluster 18 changes total score from -84836016.000000 to -85326592.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (2275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Entering Unmasked Estep 
Score: -260980.328125 Penalty: 1256.082031
	Iteration 0F: 2 clusters Score -260980.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -258780.406250 Penalty: 2512.164062
	Iteration 0F: 3 clusters Score -258780.4 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -259732.671875 Penalty: 2512.164062
	Iteration 1F: 3 clusters Score -259732.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -260578.015625 Penalty: 2512.164062
	Iteration 2F: 3 clusters Score -260578 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -261660.578125 Penalty: 2512.164062
	Iteration 3F: 3 clusters Score -261660.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -262352.031250 Penalty: 2512.164062
	Iteration 4F: 3 clusters Score -262352 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -262642.375000 Penalty: 2512.164062
	Iteration 5F: 3 clusters Score -262642.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -262800.687500 Penalty: 2512.164062
	Iteration 6Q: 3 clusters Score -262800.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -262933.000000 Penalty: 2512.164062
	Iteration 7Q: 3 clusters Score -262933 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -263068.531250 Penalty: 2512.164062
	Iteration 8Q: 3 clusters Score -263068.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -263138.031250 Penalty: 2512.164062
	Iteration 9Q: 3 clusters Score -263138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -263200.312500 Penalty: 2512.164062
	Iteration 10Q: 3 clusters Score -263200.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -263259.156250 Penalty: 2512.164062
	Iteration 11Q: 3 clusters Score -263259.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -263310.906250 Penalty: 2512.164062
	Iteration 12Q: 3 clusters Score -263310.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -263340.218750 Penalty: 2512.164062
	Iteration 13Q: 3 clusters Score -263340.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -263355.031250 Penalty: 2512.164062
	Iteration 14Q: 3 clusters Score -263355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -263368.500000 Penalty: 2512.164062
	Iteration 15Q: 3 clusters Score -263368.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -263378.281250 Penalty: 2512.164062
	Iteration 16Q: 3 clusters Score -263378.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -263382.406250 Penalty: 2512.164062
	Iteration 17Q: 3 clusters Score -263382.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -263382.437500 Penalty: 2512.164062
	Iteration 18Q: 3 clusters Score -263382.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -263398.000000 Penalty: 2512.164062
	Iteration 19F: 3 clusters Score -263398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -263446.468750 Penalty: 2512.164062
	Iteration 20F: 3 clusters Score -263446.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -263462.562500 Penalty: 2512.164062
	Iteration 21Q: 3 clusters Score -263462.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -263475.625000 Penalty: 2512.164062
	Iteration 22Q: 3 clusters Score -263475.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -263495.250000 Penalty: 2512.164062
	Iteration 23Q: 3 clusters Score -263495.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -263513.406250 Penalty: 2512.164062
	Iteration 24Q: 3 clusters Score -263513.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -263540.437500 Penalty: 2512.164062
	Iteration 25Q: 3 clusters Score -263540.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -263573.968750 Penalty: 2512.164062
	Iteration 26Q: 3 clusters Score -263574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -263590.031250 Penalty: 2512.164062
	Iteration 27Q: 3 clusters Score -263590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -263594.531250 Penalty: 2512.164062
	Iteration 28Q: 3 clusters Score -263594.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -263601.000000 Penalty: 2512.164062
	Iteration 29Q: 3 clusters Score -263601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -263604.468750 Penalty: 2512.164062
	Iteration 30Q: 3 clusters Score -263604.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -263611.406250 Penalty: 2512.164062
	Iteration 31Q: 3 clusters Score -263611.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -263614.562500 Penalty: 2512.164062
	Iteration 32Q: 3 clusters Score -263614.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -263620.343750 Penalty: 2512.164062
	Iteration 33Q: 3 clusters Score -263620.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -263622.531250 Penalty: 2512.164062
	Iteration 34Q: 3 clusters Score -263622.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -263623.156250 Penalty: 2512.164062
	Iteration 35Q: 3 clusters Score -263623.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -263623.375000 Penalty: 2512.164062
	Iteration 36Q: 3 clusters Score -263623.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -263625.062500 Penalty: 2512.164062
	Iteration 37Q: 3 clusters Score -263625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -263626.343750 Penalty: 2512.164062
	Iteration 38Q: 3 clusters Score -263626.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -263626.250000 Penalty: 2512.164062
	Iteration 39Q: 3 clusters Score -263626.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -263626.250000 Penalty: 2512.164062
	Iteration 40F: 3 clusters Score -263626.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 35421 members 
Mstep: Class 4 contains 2901 members 
Mstep: Class 5 contains 77613 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 15263 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 10398 members 
Mstep: Class 10 contains 11059 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 57265 members 
Mstep: Class 13 contains 26477 members 
Mstep: Class 14 contains 17773 members 
Mstep: Class 15 contains 12128 members 
Mstep: Class 16 contains 59783 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 81251 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 16032 members 
Mstep: Class 25 contains 9097 members 
Mstep: Class 26 contains 27327 members 
Mstep: Class 27 contains 33948 members 
Mstep: Class 28 contains 13720 members 
Mstep: Class 29 contains 4836 members 
Mstep: Class 30 contains 35592 members 
Mstep: Class 31 contains 14212 members 
Mstep: Class 32 contains 8628 members 
Mstep: Class 33 contains 767 members 
Entering Unmasked Estep 
Score: -85328488.000000 Penalty: 71358.398438
Splitting cluster 19 changes total score from -84836016.000000 to -85328488.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 35421 members 
Mstep: Class 4 contains 2901 members 
Mstep: Class 5 contains 77613 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 15263 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 10398 members 
Mstep: Class 10 contains 11059 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 13 contains 26477 members 
Mstep: Class 14 contains 17773 members 
Mstep: Class 15 contains 12128 members 
Mstep: Class 16 contains 59783 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85372128.000000 Penalty: 71358.398438
Iteration 39Q: 34 clusters Score -8.537213e+07 nChanged 29851
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2531 members 
Mstep: Class 3 contains 39371 members 
Mstep: Class 4 contains 3094 members 
Mstep: Class 5 contains 77962 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 15182 members 
Mstep: Class 8 contains 293 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 10800 members 
Mstep: Class 11 contains 3416 members 
Mstep: Class 12 contains 59211 members 
Mstep: Class 13 contains 23936 members 
Mstep: Class 14 contains 19593 members 
Mstep: Class 15 contains 13809 members 
Mstep: Class 16 contains 60244 members 
Mstep: Class 17 contains 5093 members 
Mstep: Class 18 contains 3662 members 
Mstep: Class 19 contains 1307 members 
Mstep: Class 20 contains 1735 members 
Mstep: Class 21 contains 79637 members 
Mstep: Class 22 contains 5319 members 
Mstep: Class 23 contains 687 members 
Mstep: Class 24 contains 13834 members 
Mstep: Class 25 contains 9721 members 
Mstep: Class 26 contains 26274 members 
Mstep: Class 27 contains 30452 members 
Mstep: Class 28 contains 11352 members 
Mstep: Class 29 contains 4638 members 
Mstep: Class 30 contains 36366 members 
Mstep: Class 31 contains 13503 members 
Mstep: Class 32 contains 8177 members 
Mstep: Class 33 contains 956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85398792.000000 Penalty: 71358.398438
Iteration 40F: 34 clusters Score -8.539879e+07 nChanged 20980
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2610 members 
Mstep: Class 3 contains 39769 members 
Mstep: Class 4 contains 3046 members 
Mstep: Class 5 contains 76120 members 
Mstep: Class 6 contains 5995 members 
Mstep: Class 7 contains 14981 members 
Mstep: Class 8 contains 290 members 
Mstep: Class 9 contains 10497 members 
Mstep: Class 10 contains 10376 members 
Mstep: Class 11 contains 3795 members 
Mstep: Class 12 contains 59402 members 
Mstep: Class 13 contains 22120 members 
Mstep: Class 14 contains 20573 members 
Mstep: Class 15 contains 15738 members 
Mstep: Class 16 contains 60202 members 
Mstep: Class 17 contains 4790 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 1830 members 
Mstep: Class 21 contains 78918 members 
Mstep: Class 22 contains 5684 members 
Mstep: Class 23 contains 1069 members 
Mstep: Class 24 contains 13330 members 
Mstep: Class 25 contains 11109 members 
Mstep: Class 26 contains 25815 members 
Mstep: Class 27 contains 30416 members 
Mstep: Class 28 contains 11295 members 
Mstep: Class 29 contains 4783 members 
Mstep: Class 30 contains 36467 members 
Mstep: Class 31 contains 13082 members 
Mstep: Class 32 contains 8082 members 
Mstep: Class 33 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85415368.000000 Penalty: 71358.398438
Iteration 41Q: 34 clusters Score -8.541537e+07 nChanged 14585
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2611 members 
Mstep: Class 3 contains 39515 members 
Mstep: Class 4 contains 3036 members 
Mstep: Class 5 contains 73950 members 
Mstep: Class 6 contains 6090 members 
Mstep: Class 7 contains 14986 members 
Mstep: Class 8 contains 289 members 
Mstep: Class 9 contains 10599 members 
Mstep: Class 10 contains 10334 members 
Mstep: Class 11 contains 4079 members 
Mstep: Class 12 contains 59464 members 
Mstep: Class 13 contains 21348 members 
Mstep: Class 14 contains 21917 members 
Mstep: Class 15 contains 18547 members 
Mstep: Class 16 contains 60169 members 
Mstep: Class 17 contains 4644 members 
Mstep: Class 18 contains 4096 members 
Mstep: Class 19 contains 1193 members 
Mstep: Class 20 contains 1874 members 
Mstep: Class 21 contains 76926 members 
Mstep: Class 22 contains 5844 members 
Mstep: Class 23 contains 1213 members 
Mstep: Class 24 contains 13023 members 
Mstep: Class 25 contains 12169 members 
Mstep: Class 26 contains 25605 members 
Mstep: Class 27 contains 30288 members 
Mstep: Class 28 contains 11280 members 
Mstep: Class 29 contains 4936 members 
Mstep: Class 30 contains 36376 members 
Mstep: Class 31 contains 12680 members 
Mstep: Class 32 contains 8065 members 
Mstep: Class 33 contains 1617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85432328.000000 Penalty: 71358.398438
Iteration 42Q: 34 clusters Score -8.543233e+07 nChanged 13559
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2633 members 
Mstep: Class 3 contains 39129 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 71598 members 
Mstep: Class 6 contains 6153 members 
Mstep: Class 7 contains 14982 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 10688 members 
Mstep: Class 10 contains 10256 members 
Mstep: Class 11 contains 4312 members 
Mstep: Class 12 contains 59539 members 
Mstep: Class 13 contains 20975 members 
Mstep: Class 14 contains 23256 members 
Mstep: Class 15 contains 21788 members 
Mstep: Class 16 contains 60028 members 
Mstep: Class 17 contains 4572 members 
Mstep: Class 18 contains 4345 members 
Mstep: Class 19 contains 1189 members 
Mstep: Class 20 contains 1892 members 
Mstep: Class 21 contains 74454 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1298 members 
Mstep: Class 24 contains 12799 members 
Mstep: Class 25 contains 13110 members 
Mstep: Class 26 contains 25531 members 
Mstep: Class 27 contains 30139 members 
Mstep: Class 28 contains 11331 members 
Mstep: Class 29 contains 5211 members 
Mstep: Class 30 contains 36159 members 
Mstep: Class 31 contains 12337 members 
Mstep: Class 32 contains 8092 members 
Mstep: Class 33 contains 1788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85449184.000000 Penalty: 71358.398438
Iteration 43Q: 34 clusters Score -8.544918e+07 nChanged 13754
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2654 members 
Mstep: Class 3 contains 38722 members 
Mstep: Class 4 contains 3023 members 
Mstep: Class 5 contains 68565 members 
Mstep: Class 6 contains 6223 members 
Mstep: Class 7 contains 14981 members 
Mstep: Class 8 contains 284 members 
Mstep: Class 9 contains 10770 members 
Mstep: Class 10 contains 10153 members 
Mstep: Class 11 contains 4492 members 
Mstep: Class 12 contains 59615 members 
Mstep: Class 13 contains 20792 members 
Mstep: Class 14 contains 24511 members 
Mstep: Class 15 contains 25916 members 
Mstep: Class 16 contains 59904 members 
Mstep: Class 17 contains 4587 members 
Mstep: Class 18 contains 4686 members 
Mstep: Class 19 contains 1197 members 
Mstep: Class 20 contains 1842 members 
Mstep: Class 21 contains 71565 members 
Mstep: Class 22 contains 5903 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 12629 members 
Mstep: Class 25 contains 13895 members 
Mstep: Class 26 contains 25492 members 
Mstep: Class 27 contains 30001 members 
Mstep: Class 28 contains 11393 members 
Mstep: Class 29 contains 5593 members 
Mstep: Class 30 contains 35967 members 
Mstep: Class 31 contains 12076 members 
Mstep: Class 32 contains 8106 members 
Mstep: Class 33 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85468784.000000 Penalty: 71358.398438
Iteration 44Q: 34 clusters Score -8.546878e+07 nChanged 14830
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2686 members 
Mstep: Class 3 contains 38367 members 
Mstep: Class 4 contains 3010 members 
Mstep: Class 5 contains 64634 members 
Mstep: Class 6 contains 6293 members 
Mstep: Class 7 contains 14986 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 10823 members 
Mstep: Class 10 contains 10047 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 59717 members 
Mstep: Class 13 contains 20681 members 
Mstep: Class 14 contains 25387 members 
Mstep: Class 15 contains 31620 members 
Mstep: Class 16 contains 59713 members 
Mstep: Class 17 contains 4630 members 
Mstep: Class 18 contains 5101 members 
Mstep: Class 19 contains 1205 members 
Mstep: Class 20 contains 1775 members 
Mstep: Class 21 contains 68280 members 
Mstep: Class 22 contains 5907 members 
Mstep: Class 23 contains 1393 members 
Mstep: Class 24 contains 12502 members 
Mstep: Class 25 contains 14568 members 
Mstep: Class 26 contains 25459 members 
Mstep: Class 27 contains 29873 members 
Mstep: Class 28 contains 11488 members 
Mstep: Class 29 contains 6046 members 
Mstep: Class 30 contains 35683 members 
Mstep: Class 31 contains 11860 members 
Mstep: Class 32 contains 8147 members 
Mstep: Class 33 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85497416.000000 Penalty: 71358.398438
Iteration 45Q: 34 clusters Score -8.549742e+07 nChanged 15272
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2735 members 
Mstep: Class 3 contains 38002 members 
Mstep: Class 4 contains 3012 members 
Mstep: Class 5 contains 61500 members 
Mstep: Class 6 contains 6344 members 
Mstep: Class 7 contains 14985 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 10864 members 
Mstep: Class 10 contains 9938 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 59823 members 
Mstep: Class 13 contains 20696 members 
Mstep: Class 14 contains 25728 members 
Mstep: Class 15 contains 37431 members 
Mstep: Class 16 contains 59511 members 
Mstep: Class 17 contains 4635 members 
Mstep: Class 18 contains 5648 members 
Mstep: Class 19 contains 1213 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 64564 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 1416 members 
Mstep: Class 24 contains 12379 members 
Mstep: Class 25 contains 15110 members 
Mstep: Class 26 contains 25464 members 
Mstep: Class 27 contains 29728 members 
Mstep: Class 28 contains 11569 members 
Mstep: Class 29 contains 6553 members 
Mstep: Class 30 contains 35298 members 
Mstep: Class 31 contains 11717 members 
Mstep: Class 32 contains 8190 members 
Mstep: Class 33 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85523664.000000 Penalty: 71358.398438
Iteration 46Q: 34 clusters Score -8.552366e+07 nChanged 12564
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2779 members 
Mstep: Class 3 contains 37643 members 
Mstep: Class 4 contains 3015 members 
Mstep: Class 5 contains 60487 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 14986 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 10904 members 
Mstep: Class 10 contains 9858 members 
Mstep: Class 11 contains 4950 members 
Mstep: Class 12 contains 59893 members 
Mstep: Class 13 contains 20791 members 
Mstep: Class 14 contains 25678 members 
Mstep: Class 15 contains 40126 members 
Mstep: Class 16 contains 59623 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 6305 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 1664 members 
Mstep: Class 21 contains 61491 members 
Mstep: Class 22 contains 5870 members 
Mstep: Class 23 contains 1439 members 
Mstep: Class 24 contains 12279 members 
Mstep: Class 25 contains 15554 members 
Mstep: Class 26 contains 25486 members 
Mstep: Class 27 contains 29626 members 
Mstep: Class 28 contains 11606 members 
Mstep: Class 29 contains 7137 members 
Mstep: Class 30 contains 35091 members 
Mstep: Class 31 contains 11607 members 
Mstep: Class 32 contains 8246 members 
Mstep: Class 33 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85538864.000000 Penalty: 71358.398438
Iteration 47Q: 34 clusters Score -8.553886e+07 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 37291 members 
Mstep: Class 4 contains 3012 members 
Mstep: Class 5 contains 59991 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 14988 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 10960 members 
Mstep: Class 10 contains 9744 members 
Mstep: Class 11 contains 5065 members 
Mstep: Class 12 contains 59959 members 
Mstep: Class 13 contains 20853 members 
Mstep: Class 14 contains 25573 members 
Mstep: Class 15 contains 41290 members 
Mstep: Class 16 contains 60086 members 
Mstep: Class 17 contains 4673 members 
Mstep: Class 18 contains 6834 members 
Mstep: Class 19 contains 1224 members 
Mstep: Class 20 contains 1616 members 
Mstep: Class 21 contains 59040 members 
Mstep: Class 22 contains 5860 members 
Mstep: Class 23 contains 1460 members 
Mstep: Class 24 contains 12206 members 
Mstep: Class 25 contains 15823 members 
Mstep: Class 26 contains 25505 members 
Mstep: Class 27 contains 29601 members 
Mstep: Class 28 contains 11643 members 
Mstep: Class 29 contains 7582 members 
Mstep: Class 30 contains 35261 members 
Mstep: Class 31 contains 11561 members 
Mstep: Class 32 contains 8338 members 
Mstep: Class 33 contains 2222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85544616.000000 Penalty: 71358.398438
Iteration 48Q: 34 clusters Score -8.554462e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 36942 members 
Mstep: Class 4 contains 3015 members 
Mstep: Class 5 contains 59745 members 
Mstep: Class 6 contains 6443 members 
Mstep: Class 7 contains 14991 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11000 members 
Mstep: Class 10 contains 9670 members 
Mstep: Class 11 contains 5165 members 
Mstep: Class 12 contains 60033 members 
Mstep: Class 13 contains 20946 members 
Mstep: Class 14 contains 25617 members 
Mstep: Class 15 contains 41832 members 
Mstep: Class 16 contains 60369 members 
Mstep: Class 17 contains 4680 members 
Mstep: Class 18 contains 7110 members 
Mstep: Class 19 contains 1228 members 
Mstep: Class 20 contains 1572 members 
Mstep: Class 21 contains 57317 members 
Mstep: Class 22 contains 5848 members 
Mstep: Class 23 contains 1476 members 
Mstep: Class 24 contains 12142 members 
Mstep: Class 25 contains 15981 members 
Mstep: Class 26 contains 25533 members 
Mstep: Class 27 contains 29591 members 
Mstep: Class 28 contains 11663 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 35477 members 
Mstep: Class 31 contains 11540 members 
Mstep: Class 32 contains 8465 members 
Mstep: Class 33 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85546992.000000 Penalty: 71358.398438
Iteration 49Q: 34 clusters Score -8.554699e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2956 members 
Mstep: Class 3 contains 36621 members 
Mstep: Class 4 contains 3019 members 
Mstep: Class 5 contains 59695 members 
Mstep: Class 6 contains 6471 members 
Mstep: Class 7 contains 14997 members 
Mstep: Class 8 contains 284 members 
Mstep: Class 9 contains 11023 members 
Mstep: Class 10 contains 9634 members 
Mstep: Class 11 contains 5236 members 
Mstep: Class 12 contains 60102 members 
Mstep: Class 13 contains 21049 members 
Mstep: Class 14 contains 25742 members 
Mstep: Class 15 contains 42396 members 
Mstep: Class 16 contains 60493 members 
Mstep: Class 17 contains 4682 members 
Mstep: Class 18 contains 7325 members 
Mstep: Class 19 contains 1232 members 
Mstep: Class 20 contains 1536 members 
Mstep: Class 21 contains 55783 members 
Mstep: Class 22 contains 5824 members 
Mstep: Class 23 contains 1488 members 
Mstep: Class 24 contains 12079 members 
Mstep: Class 25 contains 16069 members 
Mstep: Class 26 contains 25569 members 
Mstep: Class 27 contains 29585 members 
Mstep: Class 28 contains 11671 members 
Mstep: Class 29 contains 8113 members 
Mstep: Class 30 contains 35600 members 
Mstep: Class 31 contains 11532 members 
Mstep: Class 32 contains 8594 members 
Mstep: Class 33 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85547528.000000 Penalty: 71358.398438
Iteration 50Q: 34 clusters Score -8.554753e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3005 members 
Mstep: Class 3 contains 36304 members 
Mstep: Class 4 contains 3011 members 
Mstep: Class 5 contains 59726 members 
Mstep: Class 6 contains 6479 members 
Mstep: Class 7 contains 15001 members 
Mstep: Class 8 contains 284 members 
Mstep: Class 9 contains 11046 members 
Mstep: Class 10 contains 9580 members 
Mstep: Class 11 contains 5309 members 
Mstep: Class 12 contains 60165 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 25980 members 
Mstep: Class 15 contains 43095 members 
Mstep: Class 16 contains 60531 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 7545 members 
Mstep: Class 19 contains 1244 members 
Mstep: Class 20 contains 1510 members 
Mstep: Class 21 contains 54170 members 
Mstep: Class 22 contains 5817 members 
Mstep: Class 23 contains 1500 members 
Mstep: Class 24 contains 12018 members 
Mstep: Class 25 contains 16162 members 
Mstep: Class 26 contains 25598 members 
Mstep: Class 27 contains 29576 members 
Mstep: Class 28 contains 11680 members 
Mstep: Class 29 contains 8232 members 
Mstep: Class 30 contains 35656 members 
Mstep: Class 31 contains 11524 members 
Mstep: Class 32 contains 8728 members 
Mstep: Class 33 contains 2497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85546720.000000 Penalty: 71358.398438
Iteration 51Q: 34 clusters Score -8.554672e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3047 members 
Mstep: Class 3 contains 36055 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 59778 members 
Mstep: Class 6 contains 6491 members 
Mstep: Class 7 contains 15000 members 
Mstep: Class 8 contains 284 members 
Mstep: Class 9 contains 11070 members 
Mstep: Class 10 contains 9564 members 
Mstep: Class 11 contains 5382 members 
Mstep: Class 12 contains 60202 members 
Mstep: Class 13 contains 21264 members 
Mstep: Class 14 contains 26255 members 
Mstep: Class 15 contains 43959 members 
Mstep: Class 16 contains 60553 members 
Mstep: Class 17 contains 4650 members 
Mstep: Class 18 contains 7831 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 52364 members 
Mstep: Class 22 contains 5804 members 
Mstep: Class 23 contains 1511 members 
Mstep: Class 24 contains 11977 members 
Mstep: Class 25 contains 16239 members 
Mstep: Class 26 contains 25621 members 
Mstep: Class 27 contains 29582 members 
Mstep: Class 28 contains 11669 members 
Mstep: Class 29 contains 8317 members 
Mstep: Class 30 contains 35674 members 
Mstep: Class 31 contains 11529 members 
Mstep: Class 32 contains 8839 members 
Mstep: Class 33 contains 2569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85548264.000000 Penalty: 71358.398438
Iteration 52Q: 34 clusters Score -8.554826e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 35834 members 
Mstep: Class 4 contains 3001 members 
Mstep: Class 5 contains 59725 members 
Mstep: Class 6 contains 6496 members 
Mstep: Class 7 contains 15002 members 
Mstep: Class 8 contains 284 members 
Mstep: Class 9 contains 11096 members 
Mstep: Class 10 contains 9518 members 
Mstep: Class 11 contains 5448 members 
Mstep: Class 12 contains 60221 members 
Mstep: Class 13 contains 21366 members 
Mstep: Class 14 contains 26563 members 
Mstep: Class 15 contains 44727 members 
Mstep: Class 16 contains 60570 members 
Mstep: Class 17 contains 4639 members 
Mstep: Class 18 contains 8116 members 
Mstep: Class 19 contains 1261 members 
Mstep: Class 20 contains 1487 members 
Mstep: Class 21 contains 50848 members 
Mstep: Class 22 contains 5801 members 
Mstep: Class 23 contains 1519 members 
Mstep: Class 24 contains 11938 members 
Mstep: Class 25 contains 16301 members 
Mstep: Class 26 contains 25633 members 
Mstep: Class 27 contains 29584 members 
Mstep: Class 28 contains 11670 members 
Mstep: Class 29 contains 8336 members 
Mstep: Class 30 contains 35666 members 
Mstep: Class 31 contains 11528 members 
Mstep: Class 32 contains 8937 members 
Mstep: Class 33 contains 2632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85549528.000000 Penalty: 71358.398438
Iteration 53Q: 34 clusters Score -8.554953e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3108 members 
Mstep: Class 3 contains 35609 members 
Mstep: Class 4 contains 2999 members 
Mstep: Class 5 contains 59569 members 
Mstep: Class 6 contains 6504 members 
Mstep: Class 7 contains 15006 members 
Mstep: Class 8 contains 284 members 
Mstep: Class 9 contains 11120 members 
Mstep: Class 10 contains 9494 members 
Mstep: Class 11 contains 5505 members 
Mstep: Class 12 contains 60250 members 
Mstep: Class 13 contains 21480 members 
Mstep: Class 14 contains 26859 members 
Mstep: Class 15 contains 45284 members 
Mstep: Class 16 contains 60591 members 
Mstep: Class 17 contains 4621 members 
Mstep: Class 18 contains 8461 members 
Mstep: Class 19 contains 1273 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 49609 members 
Mstep: Class 22 contains 5791 members 
Mstep: Class 23 contains 1526 members 
Mstep: Class 24 contains 11897 members 
Mstep: Class 25 contains 16362 members 
Mstep: Class 26 contains 25638 members 
Mstep: Class 27 contains 29571 members 
Mstep: Class 28 contains 11656 members 
Mstep: Class 29 contains 8339 members 
Mstep: Class 30 contains 35663 members 
Mstep: Class 31 contains 11535 members 
Mstep: Class 32 contains 9043 members 
Mstep: Class 33 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85551072.000000 Penalty: 71358.398438
Iteration 54Q: 34 clusters Score -8.555107e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 35377 members 
Mstep: Class 4 contains 3004 members 
Mstep: Class 5 contains 59362 members 
Mstep: Class 6 contains 6512 members 
Mstep: Class 7 contains 15013 members 
Mstep: Class 8 contains 284 members 
Mstep: Class 9 contains 11150 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 11 contains 5532 members 
Mstep: Class 12 contains 60262 members 
Mstep: Class 13 contains 21599 members 
Mstep: Class 14 contains 27173 members 
Mstep: Class 15 contains 45771 members 
Mstep: Class 16 contains 60613 members 
Mstep: Class 17 contains 4606 members 
Mstep: Class 18 contains 8863 members 
Mstep: Class 19 contains 1286 members 
Mstep: Class 20 contains 1466 members 
Mstep: Class 21 contains 48418 members 
Mstep: Class 22 contains 5784 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 11858 members 
Mstep: Class 25 contains 16400 members 
Mstep: Class 26 contains 25644 members 
Mstep: Class 27 contains 29598 members 
Mstep: Class 28 contains 11649 members 
Mstep: Class 29 contains 8348 members 
Mstep: Class 30 contains 35663 members 
Mstep: Class 31 contains 11529 members 
Mstep: Class 32 contains 9140 members 
Mstep: Class 33 contains 2745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85552744.000000 Penalty: 71358.398438
Iteration 55Q: 34 clusters Score -8.555274e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 35162 members 
Mstep: Class 4 contains 3014 members 
Mstep: Class 5 contains 59115 members 
Mstep: Class 6 contains 6522 members 
Mstep: Class 7 contains 15016 members 
Mstep: Class 8 contains 284 members 
Mstep: Class 9 contains 11172 members 
Mstep: Class 10 contains 9510 members 
Mstep: Class 11 contains 5562 members 
Mstep: Class 12 contains 60268 members 
Mstep: Class 13 contains 21715 members 
Mstep: Class 14 contains 27537 members 
Mstep: Class 15 contains 46242 members 
Mstep: Class 16 contains 60642 members 
Mstep: Class 17 contains 4591 members 
Mstep: Class 18 contains 9286 members 
Mstep: Class 19 contains 1296 members 
Mstep: Class 20 contains 1457 members 
Mstep: Class 21 contains 47215 members 
Mstep: Class 22 contains 5777 members 
Mstep: Class 23 contains 1547 members 
Mstep: Class 24 contains 11851 members 
Mstep: Class 25 contains 16445 members 
Mstep: Class 26 contains 25654 members 
Mstep: Class 27 contains 29613 members 
Mstep: Class 28 contains 11636 members 
Mstep: Class 29 contains 8318 members 
Mstep: Class 30 contains 35659 members 
Mstep: Class 31 contains 11522 members 
Mstep: Class 32 contains 9235 members 
Mstep: Class 33 contains 2788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85555128.000000 Penalty: 71358.398438
Iteration 56Q: 34 clusters Score -8.555513e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3177 members 
Mstep: Class 3 contains 34999 members 
Mstep: Class 4 contains 3015 members 
Mstep: Class 5 contains 58802 members 
Mstep: Class 6 contains 6541 members 
Mstep: Class 7 contains 15016 members 
Mstep: Class 8 contains 284 members 
Mstep: Class 9 contains 11189 members 
Mstep: Class 10 contains 9529 members 
Mstep: Class 11 contains 5573 members 
Mstep: Class 12 contains 60240 members 
Mstep: Class 13 contains 21828 members 
Mstep: Class 14 contains 28008 members 
Mstep: Class 15 contains 46598 members 
Mstep: Class 16 contains 60668 members 
Mstep: Class 17 contains 4592 members 
Mstep: Class 18 contains 9772 members 
Mstep: Class 19 contains 1296 members 
Mstep: Class 20 contains 1446 members 
Mstep: Class 21 contains 46052 members 
Mstep: Class 22 contains 5774 members 
Mstep: Class 23 contains 1561 members 
Mstep: Class 24 contains 11838 members 
Mstep: Class 25 contains 16480 members 
Mstep: Class 26 contains 25667 members 
Mstep: Class 27 contains 29620 members 
Mstep: Class 28 contains 11634 members 
Mstep: Class 29 contains 8289 members 
Mstep: Class 30 contains 35670 members 
Mstep: Class 31 contains 11510 members 
Mstep: Class 32 contains 9322 members 
Mstep: Class 33 contains 2818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85557632.000000 Penalty: 71358.398438
Iteration 57Q: 34 clusters Score -8.555763e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3191 members 
Mstep: Class 3 contains 34850 members 
Mstep: Class 4 contains 3019 members 
Mstep: Class 5 contains 58436 members 
Mstep: Class 6 contains 6552 members 
Mstep: Class 7 contains 15019 members 
Mstep: Class 8 contains 284 members 
Mstep: Class 9 contains 11206 members 
Mstep: Class 10 contains 9547 members 
Mstep: Class 11 contains 5594 members 
Mstep: Class 12 contains 60225 members 
Mstep: Class 13 contains 21920 members 
Mstep: Class 14 contains 28649 members 
Mstep: Class 15 contains 46856 members 
Mstep: Class 16 contains 60715 members 
Mstep: Class 17 contains 4584 members 
Mstep: Class 18 contains 10294 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 44838 members 
Mstep: Class 22 contains 5770 members 
Mstep: Class 23 contains 1584 members 
Mstep: Class 24 contains 11836 members 
Mstep: Class 25 contains 16518 members 
Mstep: Class 26 contains 25672 members 
Mstep: Class 27 contains 29611 members 
Mstep: Class 28 contains 11641 members 
Mstep: Class 29 contains 8255 members 
Mstep: Class 30 contains 35686 members 
Mstep: Class 31 contains 11504 members 
Mstep: Class 32 contains 9394 members 
Mstep: Class 33 contains 2821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85560640.000000 Penalty: 71358.398438
Iteration 58Q: 34 clusters Score -8.556064e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3200 members 
Mstep: Class 3 contains 34698 members 
Mstep: Class 4 contains 3030 members 
Mstep: Class 5 contains 58039 members 
Mstep: Class 6 contains 6564 members 
Mstep: Class 7 contains 15021 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11232 members 
Mstep: Class 10 contains 9574 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 60210 members 
Mstep: Class 13 contains 21993 members 
Mstep: Class 14 contains 29523 members 
Mstep: Class 15 contains 46911 members 
Mstep: Class 16 contains 60741 members 
Mstep: Class 17 contains 4582 members 
Mstep: Class 18 contains 10885 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 43526 members 
Mstep: Class 22 contains 5760 members 
Mstep: Class 23 contains 1605 members 
Mstep: Class 24 contains 11826 members 
Mstep: Class 25 contains 16551 members 
Mstep: Class 26 contains 25681 members 
Mstep: Class 27 contains 29644 members 
Mstep: Class 28 contains 11650 members 
Mstep: Class 29 contains 8216 members 
Mstep: Class 30 contains 35707 members 
Mstep: Class 31 contains 11493 members 
Mstep: Class 32 contains 9486 members 
Mstep: Class 33 contains 2833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85564544.000000 Penalty: 71358.398438
Iteration 59Q: 34 clusters Score -8.556454e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 34568 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 5 contains 57649 members 
Mstep: Class 6 contains 6574 members 
Mstep: Class 7 contains 15023 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11255 members 
Mstep: Class 10 contains 9605 members 
Mstep: Class 11 contains 5641 members 
Mstep: Class 12 contains 60200 members 
Mstep: Class 13 contains 22080 members 
Mstep: Class 14 contains 30745 members 
Mstep: Class 15 contains 46726 members 
Mstep: Class 16 contains 60789 members 
Mstep: Class 17 contains 4567 members 
Mstep: Class 18 contains 11637 members 
Mstep: Class 19 contains 1302 members 
Mstep: Class 20 contains 1432 members 
Mstep: Class 21 contains 41922 members 
Mstep: Class 22 contains 5753 members 
Mstep: Class 23 contains 1642 members 
Mstep: Class 24 contains 11820 members 
Mstep: Class 25 contains 16568 members 
Mstep: Class 26 contains 25690 members 
Mstep: Class 27 contains 29646 members 
Mstep: Class 28 contains 11664 members 
Mstep: Class 29 contains 8162 members 
Mstep: Class 30 contains 35731 members 
Mstep: Class 31 contains 11488 members 
Mstep: Class 32 contains 9568 members 
Mstep: Class 33 contains 2835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85571248.000000 Penalty: 71358.398438
Iteration 60F: 34 clusters Score -8.557125e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3192 members 
Mstep: Class 3 contains 34432 members 
Mstep: Class 4 contains 3032 members 
Mstep: Class 5 contains 57430 members 
Mstep: Class 6 contains 6579 members 
Mstep: Class 7 contains 15016 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11278 members 
Mstep: Class 10 contains 9499 members 
Mstep: Class 11 contains 5705 members 
Mstep: Class 12 contains 60183 members 
Mstep: Class 13 contains 22147 members 
Mstep: Class 14 contains 32422 members 
Mstep: Class 15 contains 46016 members 
Mstep: Class 16 contains 60784 members 
Mstep: Class 17 contains 4557 members 
Mstep: Class 18 contains 12543 members 
Mstep: Class 19 contains 1303 members 
Mstep: Class 20 contains 1487 members 
Mstep: Class 21 contains 40200 members 
Mstep: Class 22 contains 5748 members 
Mstep: Class 23 contains 1657 members 
Mstep: Class 24 contains 11820 members 
Mstep: Class 25 contains 16585 members 
Mstep: Class 26 contains 25703 members 
Mstep: Class 27 contains 29681 members 
Mstep: Class 28 contains 11686 members 
Mstep: Class 29 contains 8122 members 
Mstep: Class 30 contains 35660 members 
Mstep: Class 31 contains 11390 members 
Mstep: Class 32 contains 9641 members 
Mstep: Class 33 contains 3029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85581568.000000 Penalty: 71358.398438
Iteration 61Q: 34 clusters Score -8.558157e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3191 members 
Mstep: Class 3 contains 34317 members 
Mstep: Class 4 contains 3042 members 
Mstep: Class 5 contains 56811 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 15020 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11289 members 
Mstep: Class 10 contains 9441 members 
Mstep: Class 11 contains 5726 members 
Mstep: Class 12 contains 60113 members 
Mstep: Class 13 contains 22220 members 
Mstep: Class 14 contains 34097 members 
Mstep: Class 15 contains 44383 members 
Mstep: Class 16 contains 60813 members 
Mstep: Class 17 contains 4549 members 
Mstep: Class 18 contains 13612 members 
Mstep: Class 19 contains 1304 members 
Mstep: Class 20 contains 1522 members 
Mstep: Class 21 contains 39659 members 
Mstep: Class 22 contains 5749 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 11776 members 
Mstep: Class 25 contains 16599 members 
Mstep: Class 26 contains 25711 members 
Mstep: Class 27 contains 29764 members 
Mstep: Class 28 contains 11650 members 
Mstep: Class 29 contains 8102 members 
Mstep: Class 30 contains 35642 members 
Mstep: Class 31 contains 11292 members 
Mstep: Class 32 contains 9738 members 
Mstep: Class 33 contains 3163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85594872.000000 Penalty: 71358.398438
Iteration 62Q: 34 clusters Score -8.559487e+07 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3196 members 
Mstep: Class 3 contains 34171 members 
Mstep: Class 4 contains 3045 members 
Mstep: Class 5 contains 55583 members 
Mstep: Class 6 contains 6590 members 
Mstep: Class 7 contains 15018 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11300 members 
Mstep: Class 10 contains 9412 members 
Mstep: Class 11 contains 5740 members 
Mstep: Class 12 contains 60087 members 
Mstep: Class 13 contains 22311 members 
Mstep: Class 14 contains 35100 members 
Mstep: Class 15 contains 41668 members 
Mstep: Class 16 contains 60868 members 
Mstep: Class 17 contains 4539 members 
Mstep: Class 18 contains 14774 members 
Mstep: Class 19 contains 1311 members 
Mstep: Class 20 contains 1554 members 
Mstep: Class 21 contains 41330 members 
Mstep: Class 22 contains 5749 members 
Mstep: Class 23 contains 1600 members 
Mstep: Class 24 contains 11742 members 
Mstep: Class 25 contains 16619 members 
Mstep: Class 26 contains 25717 members 
Mstep: Class 27 contains 29816 members 
Mstep: Class 28 contains 11595 members 
Mstep: Class 29 contains 8105 members 
Mstep: Class 30 contains 35668 members 
Mstep: Class 31 contains 11204 members 
Mstep: Class 32 contains 9851 members 
Mstep: Class 33 contains 3261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85602784.000000 Penalty: 71358.398438
Iteration 63Q: 34 clusters Score -8.560278e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 34060 members 
Mstep: Class 4 contains 3045 members 
Mstep: Class 5 contains 53910 members 
Mstep: Class 6 contains 6597 members 
Mstep: Class 7 contains 15019 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11312 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 5749 members 
Mstep: Class 12 contains 60017 members 
Mstep: Class 13 contains 22401 members 
Mstep: Class 14 contains 35654 members 
Mstep: Class 15 contains 39235 members 
Mstep: Class 16 contains 60963 members 
Mstep: Class 17 contains 4525 members 
Mstep: Class 18 contains 15828 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 1593 members 
Mstep: Class 21 contains 43534 members 
Mstep: Class 22 contains 5749 members 
Mstep: Class 23 contains 1557 members 
Mstep: Class 24 contains 11701 members 
Mstep: Class 25 contains 16640 members 
Mstep: Class 26 contains 25715 members 
Mstep: Class 27 contains 29893 members 
Mstep: Class 28 contains 11562 members 
Mstep: Class 29 contains 8136 members 
Mstep: Class 30 contains 35787 members 
Mstep: Class 31 contains 11115 members 
Mstep: Class 32 contains 9982 members 
Mstep: Class 33 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85607720.000000 Penalty: 71358.398438
Iteration 64Q: 34 clusters Score -8.560772e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 33945 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 52256 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 15022 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11319 members 
Mstep: Class 10 contains 9346 members 
Mstep: Class 11 contains 5753 members 
Mstep: Class 12 contains 59918 members 
Mstep: Class 13 contains 22501 members 
Mstep: Class 14 contains 36172 members 
Mstep: Class 15 contains 37665 members 
Mstep: Class 16 contains 61067 members 
Mstep: Class 17 contains 4510 members 
Mstep: Class 18 contains 16652 members 
Mstep: Class 19 contains 1321 members 
Mstep: Class 20 contains 1609 members 
Mstep: Class 21 contains 45109 members 
Mstep: Class 22 contains 5748 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 11669 members 
Mstep: Class 25 contains 16637 members 
Mstep: Class 26 contains 25724 members 
Mstep: Class 27 contains 29979 members 
Mstep: Class 28 contains 11490 members 
Mstep: Class 29 contains 8207 members 
Mstep: Class 30 contains 35928 members 
Mstep: Class 31 contains 11052 members 
Mstep: Class 32 contains 10103 members 
Mstep: Class 33 contains 3448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85611744.000000 Penalty: 71358.398438
Iteration 65Q: 34 clusters Score -8.561174e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 33872 members 
Mstep: Class 4 contains 3054 members 
Mstep: Class 5 contains 50953 members 
Mstep: Class 6 contains 6618 members 
Mstep: Class 7 contains 15027 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11321 members 
Mstep: Class 10 contains 9329 members 
Mstep: Class 11 contains 5764 members 
Mstep: Class 12 contains 59853 members 
Mstep: Class 13 contains 22590 members 
Mstep: Class 14 contains 36599 members 
Mstep: Class 15 contains 36546 members 
Mstep: Class 16 contains 61101 members 
Mstep: Class 17 contains 4484 members 
Mstep: Class 18 contains 17220 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 1635 members 
Mstep: Class 21 contains 46247 members 
Mstep: Class 22 contains 5745 members 
Mstep: Class 23 contains 1498 members 
Mstep: Class 24 contains 11659 members 
Mstep: Class 25 contains 16655 members 
Mstep: Class 26 contains 25731 members 
Mstep: Class 27 contains 29981 members 
Mstep: Class 28 contains 11432 members 
Mstep: Class 29 contains 8385 members 
Mstep: Class 30 contains 36018 members 
Mstep: Class 31 contains 10977 members 
Mstep: Class 32 contains 10168 members 
Mstep: Class 33 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85614632.000000 Penalty: 71358.398438
Iteration 66Q: 34 clusters Score -8.561463e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 33785 members 
Mstep: Class 4 contains 3054 members 
Mstep: Class 5 contains 50042 members 
Mstep: Class 6 contains 6627 members 
Mstep: Class 7 contains 15036 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11320 members 
Mstep: Class 10 contains 9303 members 
Mstep: Class 11 contains 5766 members 
Mstep: Class 12 contains 59803 members 
Mstep: Class 13 contains 22686 members 
Mstep: Class 14 contains 36810 members 
Mstep: Class 15 contains 35704 members 
Mstep: Class 16 contains 61140 members 
Mstep: Class 17 contains 4447 members 
Mstep: Class 18 contains 17560 members 
Mstep: Class 19 contains 1327 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 47089 members 
Mstep: Class 22 contains 5740 members 
Mstep: Class 23 contains 1481 members 
Mstep: Class 24 contains 11654 members 
Mstep: Class 25 contains 16698 members 
Mstep: Class 26 contains 25735 members 
Mstep: Class 27 contains 30004 members 
Mstep: Class 28 contains 11387 members 
Mstep: Class 29 contains 8750 members 
Mstep: Class 30 contains 36048 members 
Mstep: Class 31 contains 10909 members 
Mstep: Class 32 contains 10143 members 
Mstep: Class 33 contains 3587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85616592.000000 Penalty: 71358.398438
Iteration 67Q: 34 clusters Score -8.561659e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 33703 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 49454 members 
Mstep: Class 6 contains 6634 members 
Mstep: Class 7 contains 15037 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11324 members 
Mstep: Class 10 contains 9309 members 
Mstep: Class 11 contains 5777 members 
Mstep: Class 12 contains 59746 members 
Mstep: Class 13 contains 22753 members 
Mstep: Class 14 contains 36869 members 
Mstep: Class 15 contains 35069 members 
Mstep: Class 16 contains 61150 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 17647 members 
Mstep: Class 19 contains 1330 members 
Mstep: Class 20 contains 1686 members 
Mstep: Class 21 contains 47717 members 
Mstep: Class 22 contains 5741 members 
Mstep: Class 23 contains 1477 members 
Mstep: Class 24 contains 11653 members 
Mstep: Class 25 contains 16757 members 
Mstep: Class 26 contains 25732 members 
Mstep: Class 27 contains 30061 members 
Mstep: Class 28 contains 11328 members 
Mstep: Class 29 contains 9207 members 
Mstep: Class 30 contains 36081 members 
Mstep: Class 31 contains 10850 members 
Mstep: Class 32 contains 10075 members 
Mstep: Class 33 contains 3640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85618480.000000 Penalty: 71358.398438
Iteration 68Q: 34 clusters Score -8.561848e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3225 members 
Mstep: Class 3 contains 33600 members 
Mstep: Class 4 contains 3058 members 
Mstep: Class 5 contains 49041 members 
Mstep: Class 6 contains 6635 members 
Mstep: Class 7 contains 15039 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11330 members 
Mstep: Class 10 contains 9293 members 
Mstep: Class 11 contains 5783 members 
Mstep: Class 12 contains 59682 members 
Mstep: Class 13 contains 22804 members 
Mstep: Class 14 contains 36897 members 
Mstep: Class 15 contains 34543 members 
Mstep: Class 16 contains 61171 members 
Mstep: Class 17 contains 4424 members 
Mstep: Class 18 contains 17736 members 
Mstep: Class 19 contains 1333 members 
Mstep: Class 20 contains 1710 members 
Mstep: Class 21 contains 48231 members 
Mstep: Class 22 contains 5753 members 
Mstep: Class 23 contains 1473 members 
Mstep: Class 24 contains 11650 members 
Mstep: Class 25 contains 16830 members 
Mstep: Class 26 contains 25735 members 
Mstep: Class 27 contains 30136 members 
Mstep: Class 28 contains 11256 members 
Mstep: Class 29 contains 9484 members 
Mstep: Class 30 contains 36086 members 
Mstep: Class 31 contains 10792 members 
Mstep: Class 32 contains 10067 members 
Mstep: Class 33 contains 3713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85619696.000000 Penalty: 71358.398438
Iteration 69Q: 34 clusters Score -8.56197e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3236 members 
Mstep: Class 3 contains 33512 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 48747 members 
Mstep: Class 6 contains 6638 members 
Mstep: Class 7 contains 15043 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11336 members 
Mstep: Class 10 contains 9278 members 
Mstep: Class 11 contains 5787 members 
Mstep: Class 12 contains 59610 members 
Mstep: Class 13 contains 22862 members 
Mstep: Class 14 contains 36941 members 
Mstep: Class 15 contains 34142 members 
Mstep: Class 16 contains 61188 members 
Mstep: Class 17 contains 4414 members 
Mstep: Class 18 contains 17852 members 
Mstep: Class 19 contains 1332 members 
Mstep: Class 20 contains 1741 members 
Mstep: Class 21 contains 48608 members 
Mstep: Class 22 contains 5760 members 
Mstep: Class 23 contains 1466 members 
Mstep: Class 24 contains 11646 members 
Mstep: Class 25 contains 16880 members 
Mstep: Class 26 contains 25735 members 
Mstep: Class 27 contains 30212 members 
Mstep: Class 28 contains 11202 members 
Mstep: Class 29 contains 9619 members 
Mstep: Class 30 contains 36081 members 
Mstep: Class 31 contains 10729 members 
Mstep: Class 32 contains 10082 members 
Mstep: Class 33 contains 3765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85620760.000000 Penalty: 71358.398438
Iteration 70Q: 34 clusters Score -8.562076e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3239 members 
Mstep: Class 3 contains 33424 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 48498 members 
Mstep: Class 6 contains 6641 members 
Mstep: Class 7 contains 15045 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11337 members 
Mstep: Class 10 contains 9271 members 
Mstep: Class 11 contains 5786 members 
Mstep: Class 12 contains 59557 members 
Mstep: Class 13 contains 22907 members 
Mstep: Class 14 contains 37011 members 
Mstep: Class 15 contains 33822 members 
Mstep: Class 16 contains 61200 members 
Mstep: Class 17 contains 4392 members 
Mstep: Class 18 contains 17959 members 
Mstep: Class 19 contains 1331 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 48892 members 
Mstep: Class 22 contains 5766 members 
Mstep: Class 23 contains 1464 members 
Mstep: Class 24 contains 11648 members 
Mstep: Class 25 contains 16909 members 
Mstep: Class 26 contains 25734 members 
Mstep: Class 27 contains 30292 members 
Mstep: Class 28 contains 11177 members 
Mstep: Class 29 contains 9682 members 
Mstep: Class 30 contains 36077 members 
Mstep: Class 31 contains 10686 members 
Mstep: Class 32 contains 10116 members 
Mstep: Class 33 contains 3816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85621592.000000 Penalty: 71358.398438
Iteration 71Q: 34 clusters Score -8.562159e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3241 members 
Mstep: Class 3 contains 33303 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 48317 members 
Mstep: Class 6 contains 6645 members 
Mstep: Class 7 contains 15046 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11340 members 
Mstep: Class 10 contains 9261 members 
Mstep: Class 11 contains 5794 members 
Mstep: Class 12 contains 59497 members 
Mstep: Class 13 contains 22964 members 
Mstep: Class 14 contains 37107 members 
Mstep: Class 15 contains 33567 members 
Mstep: Class 16 contains 61208 members 
Mstep: Class 17 contains 4375 members 
Mstep: Class 18 contains 18020 members 
Mstep: Class 19 contains 1333 members 
Mstep: Class 20 contains 1781 members 
Mstep: Class 21 contains 49123 members 
Mstep: Class 22 contains 5767 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11649 members 
Mstep: Class 25 contains 16928 members 
Mstep: Class 26 contains 25734 members 
Mstep: Class 27 contains 30393 members 
Mstep: Class 28 contains 11156 members 
Mstep: Class 29 contains 9721 members 
Mstep: Class 30 contains 36077 members 
Mstep: Class 31 contains 10646 members 
Mstep: Class 32 contains 10134 members 
Mstep: Class 33 contains 3851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85622376.000000 Penalty: 71358.398438
Iteration 72Q: 34 clusters Score -8.562238e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3241 members 
Mstep: Class 3 contains 33188 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 48184 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 15048 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11346 members 
Mstep: Class 10 contains 9265 members 
Mstep: Class 11 contains 5800 members 
Mstep: Class 12 contains 59423 members 
Mstep: Class 13 contains 23033 members 
Mstep: Class 14 contains 37177 members 
Mstep: Class 15 contains 33374 members 
Mstep: Class 16 contains 61213 members 
Mstep: Class 17 contains 4361 members 
Mstep: Class 18 contains 18062 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 1787 members 
Mstep: Class 21 contains 49302 members 
Mstep: Class 22 contains 5768 members 
Mstep: Class 23 contains 1460 members 
Mstep: Class 24 contains 11648 members 
Mstep: Class 25 contains 16942 members 
Mstep: Class 26 contains 25736 members 
Mstep: Class 27 contains 30480 members 
Mstep: Class 28 contains 11138 members 
Mstep: Class 29 contains 9756 members 
Mstep: Class 30 contains 36076 members 
Mstep: Class 31 contains 10623 members 
Mstep: Class 32 contains 10152 members 
Mstep: Class 33 contains 3872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85622512.000000 Penalty: 71358.398438
Iteration 73Q: 34 clusters Score -8.562251e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3243 members 
Mstep: Class 3 contains 33077 members 
Mstep: Class 4 contains 3058 members 
Mstep: Class 5 contains 48067 members 
Mstep: Class 6 contains 6651 members 
Mstep: Class 7 contains 15048 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11351 members 
Mstep: Class 10 contains 9272 members 
Mstep: Class 11 contains 5807 members 
Mstep: Class 12 contains 59348 members 
Mstep: Class 13 contains 23101 members 
Mstep: Class 14 contains 37246 members 
Mstep: Class 15 contains 33239 members 
Mstep: Class 16 contains 61215 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 18098 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 1798 members 
Mstep: Class 21 contains 49427 members 
Mstep: Class 22 contains 5766 members 
Mstep: Class 23 contains 1457 members 
Mstep: Class 24 contains 11649 members 
Mstep: Class 25 contains 16963 members 
Mstep: Class 26 contains 25739 members 
Mstep: Class 27 contains 30555 members 
Mstep: Class 28 contains 11110 members 
Mstep: Class 29 contains 9773 members 
Mstep: Class 30 contains 36074 members 
Mstep: Class 31 contains 10603 members 
Mstep: Class 32 contains 10170 members 
Mstep: Class 33 contains 3905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85623128.000000 Penalty: 71358.398438
Iteration 74Q: 34 clusters Score -8.562313e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3244 members 
Mstep: Class 3 contains 32959 members 
Mstep: Class 4 contains 3056 members 
Mstep: Class 5 contains 47940 members 
Mstep: Class 6 contains 6652 members 
Mstep: Class 7 contains 15049 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11354 members 
Mstep: Class 10 contains 9273 members 
Mstep: Class 11 contains 5821 members 
Mstep: Class 12 contains 59287 members 
Mstep: Class 13 contains 23174 members 
Mstep: Class 14 contains 37330 members 
Mstep: Class 15 contains 33139 members 
Mstep: Class 16 contains 61216 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 18144 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 1807 members 
Mstep: Class 21 contains 49518 members 
Mstep: Class 22 contains 5766 members 
Mstep: Class 23 contains 1458 members 
Mstep: Class 24 contains 11648 members 
Mstep: Class 25 contains 16982 members 
Mstep: Class 26 contains 25739 members 
Mstep: Class 27 contains 30626 members 
Mstep: Class 28 contains 11093 members 
Mstep: Class 29 contains 9784 members 
Mstep: Class 30 contains 36078 members 
Mstep: Class 31 contains 10578 members 
Mstep: Class 32 contains 10174 members 
Mstep: Class 33 contains 3928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85623656.000000 Penalty: 71358.398438
Iteration 75Q: 34 clusters Score -8.562366e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3246 members 
Mstep: Class 3 contains 32834 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 47814 members 
Mstep: Class 6 contains 6655 members 
Mstep: Class 7 contains 15055 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 9279 members 
Mstep: Class 11 contains 5842 members 
Mstep: Class 12 contains 59210 members 
Mstep: Class 13 contains 23255 members 
Mstep: Class 14 contains 37421 members 
Mstep: Class 15 contains 33058 members 
Mstep: Class 16 contains 61215 members 
Mstep: Class 17 contains 4330 members 
Mstep: Class 18 contains 18179 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 1808 members 
Mstep: Class 21 contains 49593 members 
Mstep: Class 22 contains 5764 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11643 members 
Mstep: Class 25 contains 17002 members 
Mstep: Class 26 contains 25738 members 
Mstep: Class 27 contains 30702 members 
Mstep: Class 28 contains 11090 members 
Mstep: Class 29 contains 9795 members 
Mstep: Class 30 contains 36080 members 
Mstep: Class 31 contains 10560 members 
Mstep: Class 32 contains 10173 members 
Mstep: Class 33 contains 3950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85624072.000000 Penalty: 71358.398438
Iteration 76Q: 34 clusters Score -8.562407e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3247 members 
Mstep: Class 3 contains 32713 members 
Mstep: Class 4 contains 3058 members 
Mstep: Class 5 contains 47721 members 
Mstep: Class 6 contains 6654 members 
Mstep: Class 7 contains 15058 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11354 members 
Mstep: Class 10 contains 9280 members 
Mstep: Class 11 contains 5854 members 
Mstep: Class 12 contains 59111 members 
Mstep: Class 13 contains 23336 members 
Mstep: Class 14 contains 37484 members 
Mstep: Class 15 contains 33007 members 
Mstep: Class 16 contains 61219 members 
Mstep: Class 17 contains 4315 members 
Mstep: Class 18 contains 18212 members 
Mstep: Class 19 contains 1335 members 
Mstep: Class 20 contains 1814 members 
Mstep: Class 21 contains 49647 members 
Mstep: Class 22 contains 5764 members 
Mstep: Class 23 contains 1462 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17037 members 
Mstep: Class 26 contains 25746 members 
Mstep: Class 27 contains 30789 members 
Mstep: Class 28 contains 11083 members 
Mstep: Class 29 contains 9798 members 
Mstep: Class 30 contains 36079 members 
Mstep: Class 31 contains 10541 members 
Mstep: Class 32 contains 10175 members 
Mstep: Class 33 contains 3973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85624432.000000 Penalty: 71358.398438
Iteration 77Q: 34 clusters Score -8.562443e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3247 members 
Mstep: Class 3 contains 32574 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 47627 members 
Mstep: Class 6 contains 6655 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 11 contains 5871 members 
Mstep: Class 12 contains 59000 members 
Mstep: Class 13 contains 23454 members 
Mstep: Class 14 contains 37554 members 
Mstep: Class 15 contains 32967 members 
Mstep: Class 16 contains 61226 members 
Mstep: Class 17 contains 4298 members 
Mstep: Class 18 contains 18237 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1814 members 
Mstep: Class 21 contains 49679 members 
Mstep: Class 22 contains 5764 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11631 members 
Mstep: Class 25 contains 17079 members 
Mstep: Class 26 contains 25747 members 
Mstep: Class 27 contains 30859 members 
Mstep: Class 28 contains 11076 members 
Mstep: Class 29 contains 9806 members 
Mstep: Class 30 contains 36079 members 
Mstep: Class 31 contains 10528 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 3994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85624560.000000 Penalty: 71358.398438
Iteration 78Q: 34 clusters Score -8.562456e+07 nChanged 1418
Entering ConstructFrom: 
Score: -85624560.000000 Penalty: 71358.398438
Entering ConstructFrom: 
Trying to split cluster 1 (2470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Entering Unmasked Estep 
Score: -289655.250000 Penalty: 1269.445679
	Iteration 0F: 2 clusters Score -289655.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -287323.687500 Penalty: 2538.891357
	Iteration 0F: 3 clusters Score -287323.7 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -288149.687500 Penalty: 2538.891357
	Iteration 1F: 3 clusters Score -288149.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -288552.906250 Penalty: 2538.891357
	Iteration 2F: 3 clusters Score -288552.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -288844.156250 Penalty: 2538.891357
	Iteration 3F: 3 clusters Score -288844.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -289116.375000 Penalty: 2538.891357
	Iteration 4F: 3 clusters Score -289116.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -289370.343750 Penalty: 2538.891357
	Iteration 5F: 3 clusters Score -289370.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -289692.093750 Penalty: 2538.891357
	Iteration 6F: 3 clusters Score -289692.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -290073.812500 Penalty: 2538.891357
	Iteration 7F: 3 clusters Score -290073.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -290483.218750 Penalty: 2538.891357
	Iteration 8F: 3 clusters Score -290483.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -290870.781250 Penalty: 2538.891357
	Iteration 9F: 3 clusters Score -290870.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -291089.718750 Penalty: 2538.891357
	Iteration 10Q: 3 clusters Score -291089.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -291259.812500 Penalty: 2538.891357
	Iteration 11Q: 3 clusters Score -291259.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -291440.593750 Penalty: 2538.891357
	Iteration 12Q: 3 clusters Score -291440.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -291546.437500 Penalty: 2538.891357
	Iteration 13Q: 3 clusters Score -291546.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -291613.312500 Penalty: 2538.891357
	Iteration 14Q: 3 clusters Score -291613.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -291655.093750 Penalty: 2538.891357
	Iteration 15Q: 3 clusters Score -291655.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -291682.843750 Penalty: 2538.891357
	Iteration 16Q: 3 clusters Score -291682.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -291702.031250 Penalty: 2538.891357
	Iteration 17Q: 3 clusters Score -291702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -291717.031250 Penalty: 2538.891357
	Iteration 18Q: 3 clusters Score -291717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -291723.625000 Penalty: 2538.891357
	Iteration 19Q: 3 clusters Score -291723.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -291726.250000 Penalty: 2538.891357
	Iteration 20F: 3 clusters Score -291726.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -291728.437500 Penalty: 2538.891357
	Iteration 21Q: 3 clusters Score -291728.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -291728.687500 Penalty: 2538.891357
	Iteration 22Q: 3 clusters Score -291728.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -291728.687500 Penalty: 2538.891357
	Iteration 23F: 3 clusters Score -291728.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 32406 members 
Mstep: Class 4 contains 3060 members 
Mstep: Class 5 contains 47536 members 
Mstep: Class 6 contains 6655 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 9287 members 
Mstep: Class 11 contains 5895 members 
Mstep: Class 12 contains 58881 members 
Mstep: Class 13 contains 23566 members 
Mstep: Class 14 contains 37620 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 61225 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 18262 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 49701 members 
Mstep: Class 22 contains 5765 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 30980 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Entering Unmasked Estep 
Score: -85626032.000000 Penalty: 73520.773438
Splitting cluster 1 changes total score from -85624560.000000 to -85626032.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 2 (3248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Entering Unmasked Estep 
Score: -416565.031250 Penalty: 1313.941650
	Iteration 0F: 2 clusters Score -416565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -413864.906250 Penalty: 2627.883301
	Iteration 0F: 3 clusters Score -413864.9 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -415476.781250 Penalty: 2627.883301
	Iteration 1F: 3 clusters Score -415476.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -416582.187500 Penalty: 2627.883301
	Iteration 2F: 3 clusters Score -416582.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -417146.625000 Penalty: 2627.883301
	Iteration 3F: 3 clusters Score -417146.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -417402.375000 Penalty: 2627.883301
	Iteration 4F: 3 clusters Score -417402.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -417551.500000 Penalty: 2627.883301
	Iteration 5Q: 3 clusters Score -417551.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -417650.343750 Penalty: 2627.883301
	Iteration 6Q: 3 clusters Score -417650.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -417716.718750 Penalty: 2627.883301
	Iteration 7Q: 3 clusters Score -417716.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -417766.718750 Penalty: 2627.883301
	Iteration 8Q: 3 clusters Score -417766.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -417794.281250 Penalty: 2627.883301
	Iteration 9Q: 3 clusters Score -417794.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -417812.000000 Penalty: 2627.883301
	Iteration 10Q: 3 clusters Score -417812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -417825.875000 Penalty: 2627.883301
	Iteration 11Q: 3 clusters Score -417825.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -417841.312500 Penalty: 2627.883301
	Iteration 12Q: 3 clusters Score -417841.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -417858.218750 Penalty: 2627.883301
	Iteration 13Q: 3 clusters Score -417858.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -417875.906250 Penalty: 2627.883301
	Iteration 14Q: 3 clusters Score -417875.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -417894.000000 Penalty: 2627.883301
	Iteration 15Q: 3 clusters Score -417894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -417911.625000 Penalty: 2627.883301
	Iteration 16Q: 3 clusters Score -417911.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -417937.343750 Penalty: 2627.883301
	Iteration 17Q: 3 clusters Score -417937.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -417961.843750 Penalty: 2627.883301
	Iteration 18Q: 3 clusters Score -417961.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -417971.750000 Penalty: 2627.883301
	Iteration 19Q: 3 clusters Score -417971.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -417978.500000 Penalty: 2627.883301
	Iteration 20F: 3 clusters Score -417978.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -417984.781250 Penalty: 2627.883301
	Iteration 21Q: 3 clusters Score -417984.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -417988.000000 Penalty: 2627.883301
	Iteration 22Q: 3 clusters Score -417988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -417989.687500 Penalty: 2627.883301
	Iteration 23Q: 3 clusters Score -417989.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -417989.562500 Penalty: 2627.883301
	Iteration 24Q: 3 clusters Score -417989.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -417989.562500 Penalty: 2627.883301
	Iteration 25F: 3 clusters Score -417989.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 32406 members 
Mstep: Class 4 contains 3060 members 
Mstep: Class 5 contains 47536 members 
Mstep: Class 6 contains 6655 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 9287 members 
Mstep: Class 11 contains 5895 members 
Mstep: Class 12 contains 58881 members 
Mstep: Class 13 contains 23566 members 
Mstep: Class 14 contains 37620 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 61225 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 18262 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 49701 members 
Mstep: Class 22 contains 5765 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 30980 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Entering Unmasked Estep 
Score: -85626352.000000 Penalty: 75683.148438
Splitting cluster 2 changes total score from -85624560.000000 to -85626352.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 3 (32406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Entering Unmasked Estep 
Score: -4872149.000000 Penalty: 1687.741089
	Iteration 0F: 2 clusters Score -4872149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -4856230.000000 Penalty: 3375.482178
	Iteration 0F: 3 clusters Score -4856230 nChanged 14993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -4864509.500000 Penalty: 3375.482178
	Iteration 1F: 3 clusters Score -4864510 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -4865171.000000 Penalty: 3375.482178
	Iteration 2F: 3 clusters Score -4865171 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -4866088.500000 Penalty: 3375.482178
	Iteration 3F: 3 clusters Score -4866088 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -4867251.000000 Penalty: 3375.482178
	Iteration 4F: 3 clusters Score -4867251 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -4868695.000000 Penalty: 3375.482178
	Iteration 5F: 3 clusters Score -4868695 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -4870557.000000 Penalty: 3375.482178
	Iteration 6F: 3 clusters Score -4870557 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -4872697.500000 Penalty: 3375.482178
	Iteration 7F: 3 clusters Score -4872698 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4875081.500000 Penalty: 3375.482178
	Iteration 8F: 3 clusters Score -4875082 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -4878219.000000 Penalty: 3375.482178
	Iteration 9F: 3 clusters Score -4878219 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -4882366.500000 Penalty: 3375.482178
	Iteration 10F: 3 clusters Score -4882366 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -4886474.000000 Penalty: 3375.482178
	Iteration 11F: 3 clusters Score -4886474 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -4887792.000000 Penalty: 3375.482178
	Iteration 12Q: 3 clusters Score -4887792 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -4887950.000000 Penalty: 3375.482178
	Iteration 13Q: 3 clusters Score -4887950 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -4887976.500000 Penalty: 3375.482178
	Iteration 14Q: 3 clusters Score -4887976 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -4887990.500000 Penalty: 3375.482178
	Iteration 15Q: 3 clusters Score -4887990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -4887998.500000 Penalty: 3375.482178
	Iteration 16Q: 3 clusters Score -4887998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -4887994.500000 Penalty: 3375.482178
	Iteration 17Q: 3 clusters Score -4887994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -4887989.000000 Penalty: 3375.482178
	Iteration 18Q: 3 clusters Score -4887989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -4887998.500000 Penalty: 3375.482178
	Iteration 19Q: 3 clusters Score -4887998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -4887995.500000 Penalty: 3375.482178
	Iteration 20F: 3 clusters Score -4887996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -4887994.000000 Penalty: 3375.482178
	Iteration 21Q: 3 clusters Score -4887994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -4887999.000000 Penalty: 3375.482178
	Iteration 22Q: 3 clusters Score -4887999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -4887993.000000 Penalty: 3375.482178
	Iteration 23Q: 3 clusters Score -4887993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -4887994.000000 Penalty: 3375.482178
	Iteration 24Q: 3 clusters Score -4887994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -4887994.000000 Penalty: 3375.482178
	Iteration 25F: 3 clusters Score -4887994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 3060 members 
Mstep: Class 5 contains 47536 members 
Mstep: Class 6 contains 6655 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 9287 members 
Mstep: Class 11 contains 5895 members 
Mstep: Class 12 contains 58881 members 
Mstep: Class 13 contains 23566 members 
Mstep: Class 14 contains 37620 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 61225 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 18262 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 49701 members 
Mstep: Class 22 contains 5765 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 30980 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Entering Unmasked Estep 
Score: -85641232.000000 Penalty: 77845.523438
Splitting cluster 3 changes total score from -85624560.000000 to -85641232.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 4 (3060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Entering Unmasked Estep 
Score: -370874.250000 Penalty: 1304.252563
	Iteration 0F: 2 clusters Score -370874.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -368243.875000 Penalty: 2608.505127
	Iteration 0F: 3 clusters Score -368243.9 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -369540.343750 Penalty: 2608.505127
	Iteration 1F: 3 clusters Score -369540.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -370873.218750 Penalty: 2608.505127
	Iteration 2F: 3 clusters Score -370873.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -371782.937500 Penalty: 2608.505127
	Iteration 3F: 3 clusters Score -371782.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -372182.437500 Penalty: 2608.505127
	Iteration 4F: 3 clusters Score -372182.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -372384.156250 Penalty: 2608.505127
	Iteration 5Q: 3 clusters Score -372384.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -372534.093750 Penalty: 2608.505127
	Iteration 6Q: 3 clusters Score -372534.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -372628.156250 Penalty: 2608.505127
	Iteration 7Q: 3 clusters Score -372628.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -372708.531250 Penalty: 2608.505127
	Iteration 8Q: 3 clusters Score -372708.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -372770.062500 Penalty: 2608.505127
	Iteration 9Q: 3 clusters Score -372770.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -372811.312500 Penalty: 2608.505127
	Iteration 10Q: 3 clusters Score -372811.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -372841.625000 Penalty: 2608.505127
	Iteration 11Q: 3 clusters Score -372841.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -372864.843750 Penalty: 2608.505127
	Iteration 12Q: 3 clusters Score -372864.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -372881.906250 Penalty: 2608.505127
	Iteration 13Q: 3 clusters Score -372881.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -372890.812500 Penalty: 2608.505127
	Iteration 14Q: 3 clusters Score -372890.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -372898.750000 Penalty: 2608.505127
	Iteration 15Q: 3 clusters Score -372898.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -372904.593750 Penalty: 2608.505127
	Iteration 16Q: 3 clusters Score -372904.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -372909.531250 Penalty: 2608.505127
	Iteration 17Q: 3 clusters Score -372909.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -372913.187500 Penalty: 2608.505127
	Iteration 18Q: 3 clusters Score -372913.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -372919.093750 Penalty: 2608.505127
	Iteration 19Q: 3 clusters Score -372919.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -372922.218750 Penalty: 2608.505127
	Iteration 20F: 3 clusters Score -372922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -372924.250000 Penalty: 2608.505127
	Iteration 21Q: 3 clusters Score -372924.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -372924.437500 Penalty: 2608.505127
	Iteration 22Q: 3 clusters Score -372924.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -372924.500000 Penalty: 2608.505127
	Iteration 23Q: 3 clusters Score -372924.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -372924.500000 Penalty: 2608.505127
	Iteration 24F: 3 clusters Score -372924.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 47536 members 
Mstep: Class 6 contains 6655 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 9287 members 
Mstep: Class 11 contains 5895 members 
Mstep: Class 12 contains 58881 members 
Mstep: Class 13 contains 23566 members 
Mstep: Class 14 contains 37620 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 61225 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 18262 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 49701 members 
Mstep: Class 22 contains 5765 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 30980 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Entering Unmasked Estep 
Score: -85642592.000000 Penalty: 80007.906250
Splitting cluster 4 changes total score from -85624560.000000 to -85642592.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 5 (47536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Entering Unmasked Estep 
Score: -7194924.000000 Penalty: 1750.001831
	Iteration 0F: 2 clusters Score -7194924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -7187590.000000 Penalty: 3500.003662
	Iteration 0F: 3 clusters Score -7187590 nChanged 22302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -7200230.500000 Penalty: 3500.003662
	Iteration 1F: 3 clusters Score -7200230 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -7201168.500000 Penalty: 3500.003662
	Iteration 2F: 3 clusters Score -7201168 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -7202391.500000 Penalty: 3500.003662
	Iteration 3F: 3 clusters Score -7202392 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -7203587.000000 Penalty: 3500.003662
	Iteration 4F: 3 clusters Score -7203587 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -7204858.000000 Penalty: 3500.003662
	Iteration 5F: 3 clusters Score -7204858 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -7205921.500000 Penalty: 3500.003662
	Iteration 6F: 3 clusters Score -7205922 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -7206981.000000 Penalty: 3500.003662
	Iteration 7F: 3 clusters Score -7206981 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -7207798.500000 Penalty: 3500.003662
	Iteration 8F: 3 clusters Score -7207798 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -7208089.000000 Penalty: 3500.003662
	Iteration 9Q: 3 clusters Score -7208089 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -7208307.000000 Penalty: 3500.003662
	Iteration 10Q: 3 clusters Score -7208307 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -7208407.000000 Penalty: 3500.003662
	Iteration 11Q: 3 clusters Score -7208407 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -7208453.000000 Penalty: 3500.003662
	Iteration 12Q: 3 clusters Score -7208453 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -7208464.000000 Penalty: 3500.003662
	Iteration 13Q: 3 clusters Score -7208464 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -7208562.000000 Penalty: 3500.003662
	Iteration 14Q: 3 clusters Score -7208562 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -7208654.000000 Penalty: 3500.003662
	Iteration 15Q: 3 clusters Score -7208654 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -7208714.500000 Penalty: 3500.003662
	Iteration 16Q: 3 clusters Score -7208714 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -7208804.500000 Penalty: 3500.003662
	Iteration 17Q: 3 clusters Score -7208804 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -7208846.500000 Penalty: 3500.003662
	Iteration 18Q: 3 clusters Score -7208846 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -7208862.500000 Penalty: 3500.003662
	Iteration 19Q: 3 clusters Score -7208862 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -7208913.000000 Penalty: 3500.003662
	Iteration 20F: 3 clusters Score -7208913 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -7208963.000000 Penalty: 3500.003662
	Iteration 21Q: 3 clusters Score -7208963 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -7209024.500000 Penalty: 3500.003662
	Iteration 22Q: 3 clusters Score -7209024 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -7209087.000000 Penalty: 3500.003662
	Iteration 23Q: 3 clusters Score -7209087 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -7209118.500000 Penalty: 3500.003662
	Iteration 24Q: 3 clusters Score -7209118 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -7209182.000000 Penalty: 3500.003662
	Iteration 25Q: 3 clusters Score -7209182 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -7209210.000000 Penalty: 3500.003662
	Iteration 26Q: 3 clusters Score -7209210 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -7209219.500000 Penalty: 3500.003662
	Iteration 27Q: 3 clusters Score -7209220 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -7209245.500000 Penalty: 3500.003662
	Iteration 28Q: 3 clusters Score -7209246 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -7209227.000000 Penalty: 3500.003662
	Iteration 29Q: 3 clusters Score -7209227 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -7209255.500000 Penalty: 3500.003662
	Iteration 30Q: 3 clusters Score -7209256 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -7209264.000000 Penalty: 3500.003662
	Iteration 31Q: 3 clusters Score -7209264 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -7209279.000000 Penalty: 3500.003662
	Iteration 32Q: 3 clusters Score -7209279 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -7209311.500000 Penalty: 3500.003662
	Iteration 33Q: 3 clusters Score -7209312 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -7209317.500000 Penalty: 3500.003662
	Iteration 34Q: 3 clusters Score -7209318 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -7209351.000000 Penalty: 3500.003662
	Iteration 35Q: 3 clusters Score -7209351 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -7209368.500000 Penalty: 3500.003662
	Iteration 36Q: 3 clusters Score -7209368 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -7209380.500000 Penalty: 3500.003662
	Iteration 37Q: 3 clusters Score -7209380 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -7209393.000000 Penalty: 3500.003662
	Iteration 38Q: 3 clusters Score -7209393 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -7209425.000000 Penalty: 3500.003662
	Iteration 39Q: 3 clusters Score -7209425 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -7209431.000000 Penalty: 3500.003662
	Iteration 40F: 3 clusters Score -7209431 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -7209421.000000 Penalty: 3500.003662
	Iteration 41Q: 3 clusters Score -7209421 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -7209476.000000 Penalty: 3500.003662
	Iteration 42Q: 3 clusters Score -7209476 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -7209508.500000 Penalty: 3500.003662
	Iteration 43Q: 3 clusters Score -7209508 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -7209532.000000 Penalty: 3500.003662
	Iteration 44Q: 3 clusters Score -7209532 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -7209566.500000 Penalty: 3500.003662
	Iteration 45Q: 3 clusters Score -7209566 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -7209570.500000 Penalty: 3500.003662
	Iteration 46Q: 3 clusters Score -7209570 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -7209626.000000 Penalty: 3500.003662
	Iteration 47Q: 3 clusters Score -7209626 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -7209650.500000 Penalty: 3500.003662
	Iteration 48Q: 3 clusters Score -7209650 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -7209718.500000 Penalty: 3500.003662
	Iteration 49Q: 3 clusters Score -7209718 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -7209776.000000 Penalty: 3500.003662
	Iteration 50Q: 3 clusters Score -7209776 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -7209829.500000 Penalty: 3500.003662
	Iteration 51Q: 3 clusters Score -7209830 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -7209919.500000 Penalty: 3500.003662
	Iteration 52Q: 3 clusters Score -7209920 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -7210023.500000 Penalty: 3500.003662
	Iteration 53Q: 3 clusters Score -7210024 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -7210118.500000 Penalty: 3500.003662
	Iteration 54Q: 3 clusters Score -7210118 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -7210242.000000 Penalty: 3500.003662
	Iteration 55Q: 3 clusters Score -7210242 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -7210338.000000 Penalty: 3500.003662
	Iteration 56Q: 3 clusters Score -7210338 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -7210526.500000 Penalty: 3500.003662
	Iteration 57Q: 3 clusters Score -7210526 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -7210734.500000 Penalty: 3500.003662
	Iteration 58Q: 3 clusters Score -7210734 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -7211052.500000 Penalty: 3500.003662
	Iteration 59Q: 3 clusters Score -7211052 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -7211339.000000 Penalty: 3500.003662
	Iteration 60F: 3 clusters Score -7211339 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -7211697.000000 Penalty: 3500.003662
	Iteration 61Q: 3 clusters Score -7211697 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -7212069.500000 Penalty: 3500.003662
	Iteration 62Q: 3 clusters Score -7212070 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -7212551.000000 Penalty: 3500.003662
	Iteration 63Q: 3 clusters Score -7212551 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -7212987.500000 Penalty: 3500.003662
	Iteration 64Q: 3 clusters Score -7212988 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -7213517.000000 Penalty: 3500.003662
	Iteration 65Q: 3 clusters Score -7213517 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -7214008.500000 Penalty: 3500.003662
	Iteration 66Q: 3 clusters Score -7214008 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -7214524.500000 Penalty: 3500.003662
	Iteration 67Q: 3 clusters Score -7214524 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -7214968.000000 Penalty: 3500.003662
	Iteration 68Q: 3 clusters Score -7214968 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -7215408.000000 Penalty: 3500.003662
	Iteration 69Q: 3 clusters Score -7215408 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -7215798.500000 Penalty: 3500.003662
	Iteration 70Q: 3 clusters Score -7215798 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -7216103.000000 Penalty: 3500.003662
	Iteration 71Q: 3 clusters Score -7216103 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -7216426.500000 Penalty: 3500.003662
	Iteration 72Q: 3 clusters Score -7216426 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -7216694.000000 Penalty: 3500.003662
	Iteration 73Q: 3 clusters Score -7216694 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -7216788.500000 Penalty: 3500.003662
	Iteration 74Q: 3 clusters Score -7216788 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -7216692.500000 Penalty: 3500.003662
	Iteration 75Q: 3 clusters Score -7216692 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -7216478.500000 Penalty: 3500.003662
	Iteration 76Q: 3 clusters Score -7216478 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -7216230.000000 Penalty: 3500.003662
	Iteration 77Q: 3 clusters Score -7216230 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -7216063.000000 Penalty: 3500.003662
	Iteration 78Q: 3 clusters Score -7216063 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -7215889.500000 Penalty: 3500.003662
	Iteration 79Q: 3 clusters Score -7215890 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -7215955.000000 Penalty: 3500.003662
	Iteration 80F: 3 clusters Score -7215955 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -7215745.500000 Penalty: 3500.003662
	Iteration 81Q: 3 clusters Score -7215746 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -7215530.000000 Penalty: 3500.003662
	Iteration 82Q: 3 clusters Score -7215530 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -7215352.500000 Penalty: 3500.003662
	Iteration 83Q: 3 clusters Score -7215352 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -7215218.500000 Penalty: 3500.003662
	Iteration 84Q: 3 clusters Score -7215218 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -7215180.500000 Penalty: 3500.003662
	Iteration 85Q: 3 clusters Score -7215180 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -7215131.000000 Penalty: 3500.003662
	Iteration 86Q: 3 clusters Score -7215131 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -7215076.000000 Penalty: 3500.003662
	Iteration 87Q: 3 clusters Score -7215076 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -7215035.000000 Penalty: 3500.003662
	Iteration 88Q: 3 clusters Score -7215035 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -7215009.000000 Penalty: 3500.003662
	Iteration 89Q: 3 clusters Score -7215009 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -7215010.000000 Penalty: 3500.003662
	Iteration 90Q: 3 clusters Score -7215010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -7215004.500000 Penalty: 3500.003662
	Iteration 91Q: 3 clusters Score -7215004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -7214998.000000 Penalty: 3500.003662
	Iteration 92Q: 3 clusters Score -7214998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -7215002.000000 Penalty: 3500.003662
	Iteration 93Q: 3 clusters Score -7215002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -7214998.000000 Penalty: 3500.003662
	Iteration 94Q: 3 clusters Score -7214998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -7214999.500000 Penalty: 3500.003662
	Iteration 95Q: 3 clusters Score -7215000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -7214997.500000 Penalty: 3500.003662
	Iteration 96Q: 3 clusters Score -7214998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -7214983.000000 Penalty: 3500.003662
	Iteration 97Q: 3 clusters Score -7214983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -7214986.500000 Penalty: 3500.003662
	Iteration 98Q: 3 clusters Score -7214986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -7214966.000000 Penalty: 3500.003662
	Iteration 99Q: 3 clusters Score -7214966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -7214966.500000 Penalty: 3500.003662
	Iteration 100F: 3 clusters Score -7214966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -7214974.500000 Penalty: 3500.003662
	Iteration 101Q: 3 clusters Score -7214974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -7214972.000000 Penalty: 3500.003662
	Iteration 102Q: 3 clusters Score -7214972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -7214970.000000 Penalty: 3500.003662
	Iteration 103Q: 3 clusters Score -7214970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -7214966.000000 Penalty: 3500.003662
	Iteration 104Q: 3 clusters Score -7214966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -7214974.500000 Penalty: 3500.003662
	Iteration 105Q: 3 clusters Score -7214974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -7214972.500000 Penalty: 3500.003662
	Iteration 106Q: 3 clusters Score -7214972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -7214957.500000 Penalty: 3500.003662
	Iteration 107Q: 3 clusters Score -7214958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -7214961.500000 Penalty: 3500.003662
	Iteration 108Q: 3 clusters Score -7214962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -7214965.000000 Penalty: 3500.003662
	Iteration 109Q: 3 clusters Score -7214965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -7214957.500000 Penalty: 3500.003662
	Iteration 110Q: 3 clusters Score -7214958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -7214963.000000 Penalty: 3500.003662
	Iteration 111Q: 3 clusters Score -7214963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -7214965.500000 Penalty: 3500.003662
	Iteration 112Q: 3 clusters Score -7214966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -7214967.000000 Penalty: 3500.003662
	Iteration 113Q: 3 clusters Score -7214967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -7214967.000000 Penalty: 3500.003662
	Iteration 114Q: 3 clusters Score -7214967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -7214966.000000 Penalty: 3500.003662
	Iteration 115Q: 3 clusters Score -7214966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -7214966.000000 Penalty: 3500.003662
	Iteration 116F: 3 clusters Score -7214966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 6655 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 9287 members 
Mstep: Class 11 contains 5895 members 
Mstep: Class 12 contains 58881 members 
Mstep: Class 13 contains 23566 members 
Mstep: Class 14 contains 37620 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 61225 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 18262 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 49701 members 
Mstep: Class 22 contains 5765 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 30980 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Entering Unmasked Estep 
Score: -85661976.000000 Penalty: 82170.281250
Splitting cluster 5 changes total score from -85624560.000000 to -85661976.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 6 (6655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Entering Unmasked Estep 
Score: -812026.812500 Penalty: 1430.507568
	Iteration 0F: 2 clusters Score -812026.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -807096.875000 Penalty: 2861.015137
	Iteration 0F: 3 clusters Score -807096.9 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -809208.875000 Penalty: 2861.015137
	Iteration 1F: 3 clusters Score -809208.9 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -810181.500000 Penalty: 2861.015137
	Iteration 2F: 3 clusters Score -810181.5 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -811264.000000 Penalty: 2861.015137
	Iteration 3F: 3 clusters Score -811264 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -812319.375000 Penalty: 2861.015137
	Iteration 4F: 3 clusters Score -812319.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -813167.937500 Penalty: 2861.015137
	Iteration 5F: 3 clusters Score -813167.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -813783.687500 Penalty: 2861.015137
	Iteration 6F: 3 clusters Score -813783.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -814151.312500 Penalty: 2861.015137
	Iteration 7Q: 3 clusters Score -814151.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -814348.937500 Penalty: 2861.015137
	Iteration 8Q: 3 clusters Score -814348.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -814483.687500 Penalty: 2861.015137
	Iteration 9Q: 3 clusters Score -814483.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -814602.375000 Penalty: 2861.015137
	Iteration 10Q: 3 clusters Score -814602.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -814733.937500 Penalty: 2861.015137
	Iteration 11Q: 3 clusters Score -814733.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -814880.500000 Penalty: 2861.015137
	Iteration 12Q: 3 clusters Score -814880.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -815014.750000 Penalty: 2861.015137
	Iteration 13Q: 3 clusters Score -815014.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -815107.937500 Penalty: 2861.015137
	Iteration 14Q: 3 clusters Score -815107.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -815176.625000 Penalty: 2861.015137
	Iteration 15Q: 3 clusters Score -815176.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -815237.062500 Penalty: 2861.015137
	Iteration 16Q: 3 clusters Score -815237.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -815283.875000 Penalty: 2861.015137
	Iteration 17Q: 3 clusters Score -815283.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -815338.812500 Penalty: 2861.015137
	Iteration 18Q: 3 clusters Score -815338.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -815405.687500 Penalty: 2861.015137
	Iteration 19Q: 3 clusters Score -815405.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -815541.375000 Penalty: 2861.015137
	Iteration 20F: 3 clusters Score -815541.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -815657.937500 Penalty: 2861.015137
	Iteration 21Q: 3 clusters Score -815657.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -815717.062500 Penalty: 2861.015137
	Iteration 22Q: 3 clusters Score -815717.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -815765.187500 Penalty: 2861.015137
	Iteration 23Q: 3 clusters Score -815765.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -815812.187500 Penalty: 2861.015137
	Iteration 24Q: 3 clusters Score -815812.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -815849.312500 Penalty: 2861.015137
	Iteration 25Q: 3 clusters Score -815849.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -815877.437500 Penalty: 2861.015137
	Iteration 26Q: 3 clusters Score -815877.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -815892.875000 Penalty: 2861.015137
	Iteration 27Q: 3 clusters Score -815892.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -815914.750000 Penalty: 2861.015137
	Iteration 28Q: 3 clusters Score -815914.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -815928.437500 Penalty: 2861.015137
	Iteration 29Q: 3 clusters Score -815928.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -815934.812500 Penalty: 2861.015137
	Iteration 30Q: 3 clusters Score -815934.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -815939.625000 Penalty: 2861.015137
	Iteration 31Q: 3 clusters Score -815939.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -815940.750000 Penalty: 2861.015137
	Iteration 32Q: 3 clusters Score -815940.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -815944.062500 Penalty: 2861.015137
	Iteration 33Q: 3 clusters Score -815944.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -815944.687500 Penalty: 2861.015137
	Iteration 34Q: 3 clusters Score -815944.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -815943.875000 Penalty: 2861.015137
	Iteration 35Q: 3 clusters Score -815943.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -815944.687500 Penalty: 2861.015137
	Iteration 36Q: 3 clusters Score -815944.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -815945.437500 Penalty: 2861.015137
	Iteration 37Q: 3 clusters Score -815945.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -815945.437500 Penalty: 2861.015137
	Iteration 38F: 3 clusters Score -815945.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 9287 members 
Mstep: Class 11 contains 5895 members 
Mstep: Class 12 contains 58881 members 
Mstep: Class 13 contains 23566 members 
Mstep: Class 14 contains 37620 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 61225 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 18262 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 49701 members 
Mstep: Class 22 contains 5765 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 30980 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Entering Unmasked Estep 
Score: -85665152.000000 Penalty: 84332.656250
Splitting cluster 6 changes total score from -85624560.000000 to -85665152.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 7 (15063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Entering Unmasked Estep 
Score: -1700917.250000 Penalty: 1563.249512
	Iteration 0F: 2 clusters Score -1700917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1690529.500000 Penalty: 3126.499023
	Iteration 0F: 3 clusters Score -1690530 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1694674.125000 Penalty: 3126.499023
	Iteration 1F: 3 clusters Score -1694674 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1695449.250000 Penalty: 3126.499023
	Iteration 2F: 3 clusters Score -1695449 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1696134.125000 Penalty: 3126.499023
	Iteration 3F: 3 clusters Score -1696134 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1696740.500000 Penalty: 3126.499023
	Iteration 4F: 3 clusters Score -1696740 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1697297.750000 Penalty: 3126.499023
	Iteration 5F: 3 clusters Score -1697298 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1697770.875000 Penalty: 3126.499023
	Iteration 6F: 3 clusters Score -1697771 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1698209.375000 Penalty: 3126.499023
	Iteration 7Q: 3 clusters Score -1698209 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1698649.250000 Penalty: 3126.499023
	Iteration 8Q: 3 clusters Score -1698649 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1699104.500000 Penalty: 3126.499023
	Iteration 9Q: 3 clusters Score -1699104 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1699450.250000 Penalty: 3126.499023
	Iteration 10Q: 3 clusters Score -1699450 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1699650.625000 Penalty: 3126.499023
	Iteration 11Q: 3 clusters Score -1699651 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1699736.500000 Penalty: 3126.499023
	Iteration 12Q: 3 clusters Score -1699736 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1699773.375000 Penalty: 3126.499023
	Iteration 13Q: 3 clusters Score -1699773 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1699791.750000 Penalty: 3126.499023
	Iteration 14Q: 3 clusters Score -1699792 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1699804.500000 Penalty: 3126.499023
	Iteration 15Q: 3 clusters Score -1699804 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1699815.625000 Penalty: 3126.499023
	Iteration 16Q: 3 clusters Score -1699816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1699823.125000 Penalty: 3126.499023
	Iteration 17Q: 3 clusters Score -1699823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1699825.125000 Penalty: 3126.499023
	Iteration 18Q: 3 clusters Score -1699825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1699834.875000 Penalty: 3126.499023
	Iteration 19Q: 3 clusters Score -1699835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1699835.750000 Penalty: 3126.499023
	Iteration 20F: 3 clusters Score -1699836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1699842.375000 Penalty: 3126.499023
	Iteration 21Q: 3 clusters Score -1699842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1699841.000000 Penalty: 3126.499023
	Iteration 22Q: 3 clusters Score -1699841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1699847.375000 Penalty: 3126.499023
	Iteration 23Q: 3 clusters Score -1699847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1699846.500000 Penalty: 3126.499023
	Iteration 24Q: 3 clusters Score -1699846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1699850.500000 Penalty: 3126.499023
	Iteration 25Q: 3 clusters Score -1699850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1699852.250000 Penalty: 3126.499023
	Iteration 26Q: 3 clusters Score -1699852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1699852.625000 Penalty: 3126.499023
	Iteration 27Q: 3 clusters Score -1699853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1699855.625000 Penalty: 3126.499023
	Iteration 28Q: 3 clusters Score -1699856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1699857.500000 Penalty: 3126.499023
	Iteration 29Q: 3 clusters Score -1699858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1699850.500000 Penalty: 3126.499023
	Iteration 30Q: 3 clusters Score -1699850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1699855.875000 Penalty: 3126.499023
	Iteration 31Q: 3 clusters Score -1699856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1699852.625000 Penalty: 3126.499023
	Iteration 32Q: 3 clusters Score -1699853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1699853.125000 Penalty: 3126.499023
	Iteration 33Q: 3 clusters Score -1699853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1699859.500000 Penalty: 3126.499023
	Iteration 34Q: 3 clusters Score -1699860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1699860.750000 Penalty: 3126.499023
	Iteration 35Q: 3 clusters Score -1699861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1699860.750000 Penalty: 3126.499023
	Iteration 36Q: 3 clusters Score -1699861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1699860.000000 Penalty: 3126.499023
	Iteration 37Q: 3 clusters Score -1699860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1699859.500000 Penalty: 3126.499023
	Iteration 38Q: 3 clusters Score -1699860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1699857.250000 Penalty: 3126.499023
	Iteration 39Q: 3 clusters Score -1699857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1699858.750000 Penalty: 3126.499023
	Iteration 40F: 3 clusters Score -1699859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -27665.533203 Penalty: 918.529480
	Iteration 0F: 2 clusters Score -27665.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27002.191406 Penalty: 1837.058960
	Iteration 0F: 3 clusters Score -27002.19 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27281.001953 Penalty: 1837.058960
	Iteration 1F: 3 clusters Score -27281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27415.720703 Penalty: 1837.058960
	Iteration 2F: 3 clusters Score -27415.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27499.093750 Penalty: 1837.058960
	Iteration 3Q: 3 clusters Score -27499.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27563.583984 Penalty: 1837.058960
	Iteration 4Q: 3 clusters Score -27563.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27617.662109 Penalty: 1837.058960
	Iteration 5Q: 3 clusters Score -27617.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27669.710938 Penalty: 1837.058960
	Iteration 6Q: 3 clusters Score -27669.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27701.464844 Penalty: 1837.058960
	Iteration 7Q: 3 clusters Score -27701.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27751.203125 Penalty: 1837.058960
	Iteration 8Q: 3 clusters Score -27751.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27785.095703 Penalty: 1837.058960
	Iteration 9Q: 3 clusters Score -27785.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27814.187500 Penalty: 1837.058960
	Iteration 10Q: 3 clusters Score -27814.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27828.080078 Penalty: 1837.058960
	Iteration 11Q: 3 clusters Score -27828.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27831.398438 Penalty: 1837.058960
	Iteration 12Q: 3 clusters Score -27831.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27843.511719 Penalty: 1837.058960
	Iteration 13F: 3 clusters Score -27843.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27891.691406 Penalty: 1837.058960
	Iteration 14Q: 3 clusters Score -27891.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27911.732422 Penalty: 1837.058960
	Iteration 15Q: 3 clusters Score -27911.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27936.117188 Penalty: 1837.058960
	Iteration 16Q: 3 clusters Score -27936.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27957.701172 Penalty: 1837.058960
	Iteration 17Q: 3 clusters Score -27957.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27976.447266 Penalty: 1837.058960
	Iteration 18Q: 3 clusters Score -27976.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28102.287109 Penalty: 1837.058960
	Iteration 19Q: 3 clusters Score -28102.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28261.439453 Penalty: 1837.058960
	Iteration 20F: 3 clusters Score -28261.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28522.181641 Penalty: 1837.058960
	Iteration 21Q: 3 clusters Score -28522.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28537.761719 Penalty: 1837.058960
	Iteration 22Q: 3 clusters Score -28537.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28540.126953 Penalty: 1837.058960
	Iteration 23Q: 3 clusters Score -28540.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28540.126953 Penalty: 1837.058960
	Iteration 24F: 3 clusters Score -28540.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 9287 members 
Mstep: Class 11 contains 5895 members 
Mstep: Class 12 contains 58881 members 
Mstep: Class 13 contains 23566 members 
Mstep: Class 14 contains 37620 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 61225 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 18262 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 49701 members 
Mstep: Class 22 contains 5765 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 30980 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 171 members 
Entering Unmasked Estep 
Score: -85664784.000000 Penalty: 86495.031250
Splitting cluster 8 changes total score from -85624560.000000 to -85664784.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 9 (11355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Entering Unmasked Estep 
Score: -1687774.625000 Penalty: 1517.329712
	Iteration 0F: 2 clusters Score -1687775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1679869.000000 Penalty: 3034.659424
	Iteration 0F: 3 clusters Score -1679869 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1682516.750000 Penalty: 3034.659424
	Iteration 1F: 3 clusters Score -1682517 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1682916.500000 Penalty: 3034.659424
	Iteration 2F: 3 clusters Score -1682916 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1683361.250000 Penalty: 3034.659424
	Iteration 3F: 3 clusters Score -1683361 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1683879.000000 Penalty: 3034.659424
	Iteration 4F: 3 clusters Score -1683879 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1684448.000000 Penalty: 3034.659424
	Iteration 5F: 3 clusters Score -1684448 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1685023.500000 Penalty: 3034.659424
	Iteration 6F: 3 clusters Score -1685024 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1685533.875000 Penalty: 3034.659424
	Iteration 7F: 3 clusters Score -1685534 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1685973.625000 Penalty: 3034.659424
	Iteration 8F: 3 clusters Score -1685974 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1686316.125000 Penalty: 3034.659424
	Iteration 9Q: 3 clusters Score -1686316 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1686575.125000 Penalty: 3034.659424
	Iteration 10Q: 3 clusters Score -1686575 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1686759.875000 Penalty: 3034.659424
	Iteration 11Q: 3 clusters Score -1686760 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1686879.625000 Penalty: 3034.659424
	Iteration 12Q: 3 clusters Score -1686880 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1686947.375000 Penalty: 3034.659424
	Iteration 13Q: 3 clusters Score -1686947 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1687009.625000 Penalty: 3034.659424
	Iteration 14Q: 3 clusters Score -1687010 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1687052.000000 Penalty: 3034.659424
	Iteration 15Q: 3 clusters Score -1687052 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1687097.000000 Penalty: 3034.659424
	Iteration 16Q: 3 clusters Score -1687097 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1687119.125000 Penalty: 3034.659424
	Iteration 17Q: 3 clusters Score -1687119 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1687138.000000 Penalty: 3034.659424
	Iteration 18Q: 3 clusters Score -1687138 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1687149.875000 Penalty: 3034.659424
	Iteration 19Q: 3 clusters Score -1687150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1687160.250000 Penalty: 3034.659424
	Iteration 20F: 3 clusters Score -1687160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1687164.875000 Penalty: 3034.659424
	Iteration 21Q: 3 clusters Score -1687165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1687172.375000 Penalty: 3034.659424
	Iteration 22Q: 3 clusters Score -1687172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1687176.875000 Penalty: 3034.659424
	Iteration 23Q: 3 clusters Score -1687177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1687179.375000 Penalty: 3034.659424
	Iteration 24Q: 3 clusters Score -1687179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1687181.500000 Penalty: 3034.659424
	Iteration 25Q: 3 clusters Score -1687182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1687184.125000 Penalty: 3034.659424
	Iteration 26Q: 3 clusters Score -1687184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1687183.500000 Penalty: 3034.659424
	Iteration 27Q: 3 clusters Score -1687184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1687185.125000 Penalty: 3034.659424
	Iteration 28Q: 3 clusters Score -1687185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1687185.250000 Penalty: 3034.659424
	Iteration 29Q: 3 clusters Score -1687185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1687185.000000 Penalty: 3034.659424
	Iteration 30Q: 3 clusters Score -1687185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1687185.250000 Penalty: 3034.659424
	Iteration 31Q: 3 clusters Score -1687185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1687186.625000 Penalty: 3034.659424
	Iteration 32Q: 3 clusters Score -1687187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1687186.500000 Penalty: 3034.659424
	Iteration 33Q: 3 clusters Score -1687186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1687184.000000 Penalty: 3034.659424
	Iteration 34Q: 3 clusters Score -1687184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1687185.625000 Penalty: 3034.659424
	Iteration 35Q: 3 clusters Score -1687186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1687187.250000 Penalty: 3034.659424
	Iteration 36Q: 3 clusters Score -1687187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1687188.750000 Penalty: 3034.659424
	Iteration 37Q: 3 clusters Score -1687189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1687188.375000 Penalty: 3034.659424
	Iteration 38Q: 3 clusters Score -1687188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1687188.375000 Penalty: 3034.659424
	Iteration 39F: 3 clusters Score -1687188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Entering Unmasked Estep 
Score: -1230662.125000 Penalty: 1484.660278
	Iteration 0F: 2 clusters Score -1230662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1223996.375000 Penalty: 2969.320557
	Iteration 0F: 3 clusters Score -1223996 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1226556.000000 Penalty: 2969.320557
	Iteration 1F: 3 clusters Score -1226556 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1227708.250000 Penalty: 2969.320557
	Iteration 2F: 3 clusters Score -1227708 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1229287.125000 Penalty: 2969.320557
	Iteration 3F: 3 clusters Score -1229287 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1230507.750000 Penalty: 2969.320557
	Iteration 4F: 3 clusters Score -1230508 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1231011.500000 Penalty: 2969.320557
	Iteration 5F: 3 clusters Score -1231012 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1231184.625000 Penalty: 2969.320557
	Iteration 6Q: 3 clusters Score -1231185 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1231259.625000 Penalty: 2969.320557
	Iteration 7Q: 3 clusters Score -1231260 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1231296.750000 Penalty: 2969.320557
	Iteration 8Q: 3 clusters Score -1231297 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1231308.375000 Penalty: 2969.320557
	Iteration 9Q: 3 clusters Score -1231308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1231324.000000 Penalty: 2969.320557
	Iteration 10Q: 3 clusters Score -1231324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1231338.500000 Penalty: 2969.320557
	Iteration 11Q: 3 clusters Score -1231338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1231343.500000 Penalty: 2969.320557
	Iteration 12Q: 3 clusters Score -1231344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1231347.250000 Penalty: 2969.320557
	Iteration 13Q: 3 clusters Score -1231347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1231348.875000 Penalty: 2969.320557
	Iteration 14Q: 3 clusters Score -1231349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1231351.750000 Penalty: 2969.320557
	Iteration 15Q: 3 clusters Score -1231352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1231353.875000 Penalty: 2969.320557
	Iteration 16Q: 3 clusters Score -1231354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1231353.875000 Penalty: 2969.320557
	Iteration 17Q: 3 clusters Score -1231354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1231356.750000 Penalty: 2969.320557
	Iteration 18Q: 3 clusters Score -1231357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1231355.500000 Penalty: 2969.320557
	Iteration 19Q: 3 clusters Score -1231356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1231353.875000 Penalty: 2969.320557
	Iteration 20F: 3 clusters Score -1231354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 5895 members 
Mstep: Class 12 contains 58881 members 
Mstep: Class 13 contains 23566 members 
Mstep: Class 14 contains 37620 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 61225 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 18262 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 49701 members 
Mstep: Class 22 contains 5765 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 30980 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 2658 members 
Entering Unmasked Estep 
Score: -85664976.000000 Penalty: 88657.406250
Splitting cluster 10 changes total score from -85624560.000000 to -85664976.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 11 (5895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Entering Unmasked Estep 
Score: -824483.812500 Penalty: 1410.802246
	Iteration 0F: 2 clusters Score -824483.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -819936.750000 Penalty: 2821.604492
	Iteration 0F: 3 clusters Score -819936.8 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -821521.812500 Penalty: 2821.604492
	Iteration 1F: 3 clusters Score -821521.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -822227.875000 Penalty: 2821.604492
	Iteration 2F: 3 clusters Score -822227.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -823060.062500 Penalty: 2821.604492
	Iteration 3F: 3 clusters Score -823060.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -823779.687500 Penalty: 2821.604492
	Iteration 4F: 3 clusters Score -823779.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -824315.250000 Penalty: 2821.604492
	Iteration 5F: 3 clusters Score -824315.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -824619.312500 Penalty: 2821.604492
	Iteration 6F: 3 clusters Score -824619.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -824800.562500 Penalty: 2821.604492
	Iteration 7Q: 3 clusters Score -824800.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -824895.937500 Penalty: 2821.604492
	Iteration 8Q: 3 clusters Score -824895.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -824975.812500 Penalty: 2821.604492
	Iteration 9Q: 3 clusters Score -824975.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -825037.250000 Penalty: 2821.604492
	Iteration 10Q: 3 clusters Score -825037.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -825073.000000 Penalty: 2821.604492
	Iteration 11Q: 3 clusters Score -825073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -825107.125000 Penalty: 2821.604492
	Iteration 12Q: 3 clusters Score -825107.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -825167.500000 Penalty: 2821.604492
	Iteration 13Q: 3 clusters Score -825167.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -825208.250000 Penalty: 2821.604492
	Iteration 14Q: 3 clusters Score -825208.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -825245.750000 Penalty: 2821.604492
	Iteration 15Q: 3 clusters Score -825245.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -825269.937500 Penalty: 2821.604492
	Iteration 16Q: 3 clusters Score -825269.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -825291.562500 Penalty: 2821.604492
	Iteration 17Q: 3 clusters Score -825291.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -825308.687500 Penalty: 2821.604492
	Iteration 18Q: 3 clusters Score -825308.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -825326.875000 Penalty: 2821.604492
	Iteration 19Q: 3 clusters Score -825326.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -825341.625000 Penalty: 2821.604492
	Iteration 20F: 3 clusters Score -825341.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -825355.625000 Penalty: 2821.604492
	Iteration 21Q: 3 clusters Score -825355.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -825371.187500 Penalty: 2821.604492
	Iteration 22Q: 3 clusters Score -825371.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -825396.625000 Penalty: 2821.604492
	Iteration 23Q: 3 clusters Score -825396.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -825413.250000 Penalty: 2821.604492
	Iteration 24Q: 3 clusters Score -825413.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -825419.625000 Penalty: 2821.604492
	Iteration 25Q: 3 clusters Score -825419.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -825426.500000 Penalty: 2821.604492
	Iteration 26Q: 3 clusters Score -825426.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -825432.375000 Penalty: 2821.604492
	Iteration 27Q: 3 clusters Score -825432.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -825437.125000 Penalty: 2821.604492
	Iteration 28Q: 3 clusters Score -825437.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -825439.000000 Penalty: 2821.604492
	Iteration 29Q: 3 clusters Score -825439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -825439.750000 Penalty: 2821.604492
	Iteration 30Q: 3 clusters Score -825439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -825443.062500 Penalty: 2821.604492
	Iteration 31Q: 3 clusters Score -825443.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -825443.000000 Penalty: 2821.604492
	Iteration 32Q: 3 clusters Score -825443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -825443.375000 Penalty: 2821.604492
	Iteration 33Q: 3 clusters Score -825443.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -825444.500000 Penalty: 2821.604492
	Iteration 34Q: 3 clusters Score -825444.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -825445.125000 Penalty: 2821.604492
	Iteration 35Q: 3 clusters Score -825445.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -825445.875000 Penalty: 2821.604492
	Iteration 36Q: 3 clusters Score -825445.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -825451.562500 Penalty: 2821.604492
	Iteration 37Q: 3 clusters Score -825451.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -825462.312500 Penalty: 2821.604492
	Iteration 38Q: 3 clusters Score -825462.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -825468.750000 Penalty: 2821.604492
	Iteration 39Q: 3 clusters Score -825468.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -825473.812500 Penalty: 2821.604492
	Iteration 40F: 3 clusters Score -825473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -825477.437500 Penalty: 2821.604492
	Iteration 41Q: 3 clusters Score -825477.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -825481.250000 Penalty: 2821.604492
	Iteration 42Q: 3 clusters Score -825481.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -825483.187500 Penalty: 2821.604492
	Iteration 43Q: 3 clusters Score -825483.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -825485.000000 Penalty: 2821.604492
	Iteration 44Q: 3 clusters Score -825485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -825486.125000 Penalty: 2821.604492
	Iteration 45Q: 3 clusters Score -825486.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -825487.000000 Penalty: 2821.604492
	Iteration 46Q: 3 clusters Score -825487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -825486.875000 Penalty: 2821.604492
	Iteration 47Q: 3 clusters Score -825486.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -825488.687500 Penalty: 2821.604492
	Iteration 48Q: 3 clusters Score -825488.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -825488.875000 Penalty: 2821.604492
	Iteration 49Q: 3 clusters Score -825488.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -825488.875000 Penalty: 2821.604492
	Iteration 50Q: 3 clusters Score -825488.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -825488.875000 Penalty: 2821.604492
	Iteration 51F: 3 clusters Score -825488.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 58881 members 
Mstep: Class 13 contains 23566 members 
Mstep: Class 14 contains 37620 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 61225 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 18262 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 49701 members 
Mstep: Class 22 contains 5765 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 30980 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 2658 members 
Mstep: Class 42 contains 4937 members 
Entering Unmasked Estep 
Score: -85665000.000000 Penalty: 90819.781250
Splitting cluster 11 changes total score from -85624560.000000 to -85665000.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 12 (58881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Entering Unmasked Estep 
Score: -8897495.000000 Penalty: 1784.781982
	Iteration 0F: 2 clusters Score -8897495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -8891167.000000 Penalty: 3569.563965
	Iteration 0F: 3 clusters Score -8891167 nChanged 27892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -8907230.000000 Penalty: 3569.563965
	Iteration 1F: 3 clusters Score -8907230 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -8907818.000000 Penalty: 3569.563965
	Iteration 2F: 3 clusters Score -8907818 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -8908510.000000 Penalty: 3569.563965
	Iteration 3F: 3 clusters Score -8908510 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -8909536.000000 Penalty: 3569.563965
	Iteration 4F: 3 clusters Score -8909536 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -8910994.000000 Penalty: 3569.563965
	Iteration 5F: 3 clusters Score -8910994 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -8912899.000000 Penalty: 3569.563965
	Iteration 6F: 3 clusters Score -8912899 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -8915545.000000 Penalty: 3569.563965
	Iteration 7F: 3 clusters Score -8915545 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -8918380.000000 Penalty: 3569.563965
	Iteration 8F: 3 clusters Score -8918380 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -8920524.000000 Penalty: 3569.563965
	Iteration 9F: 3 clusters Score -8920524 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -8921476.000000 Penalty: 3569.563965
	Iteration 10Q: 3 clusters Score -8921476 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -8921810.000000 Penalty: 3569.563965
	Iteration 11Q: 3 clusters Score -8921810 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -8921950.000000 Penalty: 3569.563965
	Iteration 12Q: 3 clusters Score -8921950 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -8922128.000000 Penalty: 3569.563965
	Iteration 13Q: 3 clusters Score -8922128 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -8922333.000000 Penalty: 3569.563965
	Iteration 14Q: 3 clusters Score -8922333 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -8922487.000000 Penalty: 3569.563965
	Iteration 15Q: 3 clusters Score -8922487 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -8922594.000000 Penalty: 3569.563965
	Iteration 16Q: 3 clusters Score -8922594 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -8922660.000000 Penalty: 3569.563965
	Iteration 17Q: 3 clusters Score -8922660 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -8922748.000000 Penalty: 3569.563965
	Iteration 18Q: 3 clusters Score -8922748 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -8922779.000000 Penalty: 3569.563965
	Iteration 19Q: 3 clusters Score -8922779 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -8922745.000000 Penalty: 3569.563965
	Iteration 20F: 3 clusters Score -8922745 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -8922719.000000 Penalty: 3569.563965
	Iteration 21Q: 3 clusters Score -8922719 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -8922716.000000 Penalty: 3569.563965
	Iteration 22Q: 3 clusters Score -8922716 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -8922730.000000 Penalty: 3569.563965
	Iteration 23Q: 3 clusters Score -8922730 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -8922763.000000 Penalty: 3569.563965
	Iteration 24Q: 3 clusters Score -8922763 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -8922754.000000 Penalty: 3569.563965
	Iteration 25Q: 3 clusters Score -8922754 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -8922727.000000 Penalty: 3569.563965
	Iteration 26Q: 3 clusters Score -8922727 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -8922774.000000 Penalty: 3569.563965
	Iteration 27Q: 3 clusters Score -8922774 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -8922769.000000 Penalty: 3569.563965
	Iteration 28Q: 3 clusters Score -8922769 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -8922755.000000 Penalty: 3569.563965
	Iteration 29Q: 3 clusters Score -8922755 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -8922753.000000 Penalty: 3569.563965
	Iteration 30Q: 3 clusters Score -8922753 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -8922773.000000 Penalty: 3569.563965
	Iteration 31Q: 3 clusters Score -8922773 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -8922756.000000 Penalty: 3569.563965
	Iteration 32Q: 3 clusters Score -8922756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -8922771.000000 Penalty: 3569.563965
	Iteration 33Q: 3 clusters Score -8922771 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -8922767.000000 Penalty: 3569.563965
	Iteration 34Q: 3 clusters Score -8922767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -8922770.000000 Penalty: 3569.563965
	Iteration 35Q: 3 clusters Score -8922770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -8922777.000000 Penalty: 3569.563965
	Iteration 36Q: 3 clusters Score -8922777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -8922779.000000 Penalty: 3569.563965
	Iteration 37Q: 3 clusters Score -8922779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -8922789.000000 Penalty: 3569.563965
	Iteration 38Q: 3 clusters Score -8922789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -8922798.000000 Penalty: 3569.563965
	Iteration 39Q: 3 clusters Score -8922798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -8922813.000000 Penalty: 3569.563965
	Iteration 40F: 3 clusters Score -8922813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -8922802.000000 Penalty: 3569.563965
	Iteration 41Q: 3 clusters Score -8922802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -8922816.000000 Penalty: 3569.563965
	Iteration 42Q: 3 clusters Score -8922816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -8922831.000000 Penalty: 3569.563965
	Iteration 43Q: 3 clusters Score -8922831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -8922839.000000 Penalty: 3569.563965
	Iteration 44Q: 3 clusters Score -8922839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -8922847.000000 Penalty: 3569.563965
	Iteration 45Q: 3 clusters Score -8922847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -8922841.000000 Penalty: 3569.563965
	Iteration 46Q: 3 clusters Score -8922841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -8922836.000000 Penalty: 3569.563965
	Iteration 47Q: 3 clusters Score -8922836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -8922845.000000 Penalty: 3569.563965
	Iteration 48Q: 3 clusters Score -8922845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -8922844.000000 Penalty: 3569.563965
	Iteration 49Q: 3 clusters Score -8922844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -8922833.000000 Penalty: 3569.563965
	Iteration 50Q: 3 clusters Score -8922833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -8922831.000000 Penalty: 3569.563965
	Iteration 51Q: 3 clusters Score -8922831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -8922831.000000 Penalty: 3569.563965
	Iteration 52Q: 3 clusters Score -8922831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -8922824.000000 Penalty: 3569.563965
	Iteration 53Q: 3 clusters Score -8922824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -8922828.000000 Penalty: 3569.563965
	Iteration 54Q: 3 clusters Score -8922828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -8922825.000000 Penalty: 3569.563965
	Iteration 55Q: 3 clusters Score -8922825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -8922824.000000 Penalty: 3569.563965
	Iteration 56Q: 3 clusters Score -8922824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -8922824.000000 Penalty: 3569.563965
	Iteration 57Q: 3 clusters Score -8922824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -8922826.000000 Penalty: 3569.563965
	Iteration 58Q: 3 clusters Score -8922826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -8922831.000000 Penalty: 3569.563965
	Iteration 59Q: 3 clusters Score -8922831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -8922832.000000 Penalty: 3569.563965
	Iteration 60F: 3 clusters Score -8922832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -8922838.000000 Penalty: 3569.563965
	Iteration 61Q: 3 clusters Score -8922838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -8922844.000000 Penalty: 3569.563965
	Iteration 62Q: 3 clusters Score -8922844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -8922845.000000 Penalty: 3569.563965
	Iteration 63Q: 3 clusters Score -8922845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -8922845.000000 Penalty: 3569.563965
	Iteration 64Q: 3 clusters Score -8922845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -8922845.000000 Penalty: 3569.563965
	Iteration 65F: 3 clusters Score -8922845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 23566 members 
Mstep: Class 14 contains 37620 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 61225 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 18262 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 49701 members 
Mstep: Class 22 contains 5765 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 30980 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 2658 members 
Mstep: Class 42 contains 4937 members 
Mstep: Class 43 contains 33230 members 
Entering Unmasked Estep 
Score: -85689344.000000 Penalty: 92982.156250
Splitting cluster 12 changes total score from -85624560.000000 to -85689344.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 13 (23566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Entering Unmasked Estep 
Score: -3468575.500000 Penalty: 1635.978516
	Iteration 0F: 2 clusters Score -3468576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -3454834.500000 Penalty: 3271.957031
	Iteration 0F: 3 clusters Score -3454834 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3460928.500000 Penalty: 3271.957031
	Iteration 1F: 3 clusters Score -3460928 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -3461534.750000 Penalty: 3271.957031
	Iteration 2F: 3 clusters Score -3461535 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -3462237.250000 Penalty: 3271.957031
	Iteration 3F: 3 clusters Score -3462237 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3463170.000000 Penalty: 3271.957031
	Iteration 4F: 3 clusters Score -3463170 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3464530.750000 Penalty: 3271.957031
	Iteration 5F: 3 clusters Score -3464531 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -3466610.750000 Penalty: 3271.957031
	Iteration 6F: 3 clusters Score -3466611 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3469028.750000 Penalty: 3271.957031
	Iteration 7F: 3 clusters Score -3469029 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -3471332.250000 Penalty: 3271.957031
	Iteration 8F: 3 clusters Score -3471332 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3473546.000000 Penalty: 3271.957031
	Iteration 9F: 3 clusters Score -3473546 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3475612.750000 Penalty: 3271.957031
	Iteration 10Q: 3 clusters Score -3475613 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -3477180.250000 Penalty: 3271.957031
	Iteration 11Q: 3 clusters Score -3477180 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -3477761.250000 Penalty: 3271.957031
	Iteration 12Q: 3 clusters Score -3477761 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -3477889.750000 Penalty: 3271.957031
	Iteration 13Q: 3 clusters Score -3477890 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3477916.250000 Penalty: 3271.957031
	Iteration 14Q: 3 clusters Score -3477916 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3477921.500000 Penalty: 3271.957031
	Iteration 15Q: 3 clusters Score -3477922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -3477927.500000 Penalty: 3271.957031
	Iteration 16Q: 3 clusters Score -3477928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3477926.000000 Penalty: 3271.957031
	Iteration 17Q: 3 clusters Score -3477926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -3477933.500000 Penalty: 3271.957031
	Iteration 18Q: 3 clusters Score -3477934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3477932.000000 Penalty: 3271.957031
	Iteration 19Q: 3 clusters Score -3477932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3477930.250000 Penalty: 3271.957031
	Iteration 20F: 3 clusters Score -3477930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3477930.250000 Penalty: 3271.957031
	Iteration 21Q: 3 clusters Score -3477930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -3477935.250000 Penalty: 3271.957031
	Iteration 22Q: 3 clusters Score -3477935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3477931.000000 Penalty: 3271.957031
	Iteration 23Q: 3 clusters Score -3477931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3477931.000000 Penalty: 3271.957031
	Iteration 24F: 3 clusters Score -3477931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 8646 members 
Mstep: Class 14 contains 37620 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 61225 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 18262 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 49701 members 
Mstep: Class 22 contains 5765 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 30980 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 2658 members 
Mstep: Class 42 contains 4937 members 
Mstep: Class 43 contains 33230 members 
Mstep: Class 44 contains 14920 members 
Entering Unmasked Estep 
Score: -85698568.000000 Penalty: 95144.531250
Splitting cluster 13 changes total score from -85624560.000000 to -85698568.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 14 (37620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Entering Unmasked Estep 
Score: -5655385.500000 Penalty: 1711.984741
	Iteration 0F: 2 clusters Score -5655386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -5635896.500000 Penalty: 3423.969482
	Iteration 0F: 3 clusters Score -5635896 nChanged 17678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -5646199.500000 Penalty: 3423.969482
	Iteration 1F: 3 clusters Score -5646200 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -5646853.000000 Penalty: 3423.969482
	Iteration 2F: 3 clusters Score -5646853 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -5647527.000000 Penalty: 3423.969482
	Iteration 3F: 3 clusters Score -5647527 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -5648238.500000 Penalty: 3423.969482
	Iteration 4Q: 3 clusters Score -5648238 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -5649116.500000 Penalty: 3423.969482
	Iteration 5F: 3 clusters Score -5649116 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -5650045.000000 Penalty: 3423.969482
	Iteration 6F: 3 clusters Score -5650045 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -5651162.500000 Penalty: 3423.969482
	Iteration 7F: 3 clusters Score -5651162 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -5652513.500000 Penalty: 3423.969482
	Iteration 8F: 3 clusters Score -5652514 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -5653963.000000 Penalty: 3423.969482
	Iteration 9F: 3 clusters Score -5653963 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -5655403.000000 Penalty: 3423.969482
	Iteration 10F: 3 clusters Score -5655403 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -5656725.500000 Penalty: 3423.969482
	Iteration 11Q: 3 clusters Score -5656726 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -5657778.000000 Penalty: 3423.969482
	Iteration 12Q: 3 clusters Score -5657778 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -5658628.500000 Penalty: 3423.969482
	Iteration 13Q: 3 clusters Score -5658628 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -5659362.000000 Penalty: 3423.969482
	Iteration 14Q: 3 clusters Score -5659362 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -5659807.000000 Penalty: 3423.969482
	Iteration 15Q: 3 clusters Score -5659807 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -5660152.000000 Penalty: 3423.969482
	Iteration 16Q: 3 clusters Score -5660152 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -5660477.500000 Penalty: 3423.969482
	Iteration 17Q: 3 clusters Score -5660478 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -5660821.500000 Penalty: 3423.969482
	Iteration 18Q: 3 clusters Score -5660822 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -5661224.500000 Penalty: 3423.969482
	Iteration 19Q: 3 clusters Score -5661224 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -5661759.500000 Penalty: 3423.969482
	Iteration 20F: 3 clusters Score -5661760 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -5662475.000000 Penalty: 3423.969482
	Iteration 21Q: 3 clusters Score -5662475 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -5663465.500000 Penalty: 3423.969482
	Iteration 22Q: 3 clusters Score -5663466 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -5664651.000000 Penalty: 3423.969482
	Iteration 23Q: 3 clusters Score -5664651 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -5665966.000000 Penalty: 3423.969482
	Iteration 24Q: 3 clusters Score -5665966 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -5667168.000000 Penalty: 3423.969482
	Iteration 25Q: 3 clusters Score -5667168 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -5668121.000000 Penalty: 3423.969482
	Iteration 26Q: 3 clusters Score -5668121 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -5668637.500000 Penalty: 3423.969482
	Iteration 27Q: 3 clusters Score -5668638 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -5668915.000000 Penalty: 3423.969482
	Iteration 28Q: 3 clusters Score -5668915 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -5669141.000000 Penalty: 3423.969482
	Iteration 29Q: 3 clusters Score -5669141 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -5669303.500000 Penalty: 3423.969482
	Iteration 30Q: 3 clusters Score -5669304 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -5669437.000000 Penalty: 3423.969482
	Iteration 31Q: 3 clusters Score -5669437 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -5669541.500000 Penalty: 3423.969482
	Iteration 32Q: 3 clusters Score -5669542 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -5669678.500000 Penalty: 3423.969482
	Iteration 33Q: 3 clusters Score -5669678 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -5669763.500000 Penalty: 3423.969482
	Iteration 34Q: 3 clusters Score -5669764 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -5669857.500000 Penalty: 3423.969482
	Iteration 35Q: 3 clusters Score -5669858 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -5669899.000000 Penalty: 3423.969482
	Iteration 36Q: 3 clusters Score -5669899 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -5669922.000000 Penalty: 3423.969482
	Iteration 37Q: 3 clusters Score -5669922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -5669959.000000 Penalty: 3423.969482
	Iteration 38Q: 3 clusters Score -5669959 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -5670001.000000 Penalty: 3423.969482
	Iteration 39Q: 3 clusters Score -5670001 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -5670133.000000 Penalty: 3423.969482
	Iteration 40F: 3 clusters Score -5670133 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -5670209.000000 Penalty: 3423.969482
	Iteration 41Q: 3 clusters Score -5670209 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -5670293.500000 Penalty: 3423.969482
	Iteration 42Q: 3 clusters Score -5670294 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -5670380.500000 Penalty: 3423.969482
	Iteration 43Q: 3 clusters Score -5670380 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -5670445.500000 Penalty: 3423.969482
	Iteration 44Q: 3 clusters Score -5670446 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -5670507.000000 Penalty: 3423.969482
	Iteration 45Q: 3 clusters Score -5670507 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -5670548.500000 Penalty: 3423.969482
	Iteration 46Q: 3 clusters Score -5670548 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -5670585.500000 Penalty: 3423.969482
	Iteration 47Q: 3 clusters Score -5670586 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -5670644.000000 Penalty: 3423.969482
	Iteration 48Q: 3 clusters Score -5670644 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -5670707.500000 Penalty: 3423.969482
	Iteration 49Q: 3 clusters Score -5670708 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -5670740.000000 Penalty: 3423.969482
	Iteration 50Q: 3 clusters Score -5670740 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -5670768.000000 Penalty: 3423.969482
	Iteration 51Q: 3 clusters Score -5670768 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -5670782.500000 Penalty: 3423.969482
	Iteration 52Q: 3 clusters Score -5670782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -5670799.000000 Penalty: 3423.969482
	Iteration 53Q: 3 clusters Score -5670799 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -5670817.000000 Penalty: 3423.969482
	Iteration 54Q: 3 clusters Score -5670817 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -5670872.000000 Penalty: 3423.969482
	Iteration 55Q: 3 clusters Score -5670872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -5670881.500000 Penalty: 3423.969482
	Iteration 56Q: 3 clusters Score -5670882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -5670907.000000 Penalty: 3423.969482
	Iteration 57Q: 3 clusters Score -5670907 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -5670926.500000 Penalty: 3423.969482
	Iteration 58Q: 3 clusters Score -5670926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -5670947.500000 Penalty: 3423.969482
	Iteration 59Q: 3 clusters Score -5670948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -5670973.000000 Penalty: 3423.969482
	Iteration 60F: 3 clusters Score -5670973 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -5670998.000000 Penalty: 3423.969482
	Iteration 61Q: 3 clusters Score -5670998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -5671009.000000 Penalty: 3423.969482
	Iteration 62Q: 3 clusters Score -5671009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -5671009.500000 Penalty: 3423.969482
	Iteration 63Q: 3 clusters Score -5671010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -5671009.500000 Penalty: 3423.969482
	Iteration 64Q: 3 clusters Score -5671010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -5671019.500000 Penalty: 3423.969482
	Iteration 65Q: 3 clusters Score -5671020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -5671020.500000 Penalty: 3423.969482
	Iteration 66Q: 3 clusters Score -5671020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -5671020.500000 Penalty: 3423.969482
	Iteration 67Q: 3 clusters Score -5671020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -5671032.500000 Penalty: 3423.969482
	Iteration 68Q: 3 clusters Score -5671032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -5671033.500000 Penalty: 3423.969482
	Iteration 69Q: 3 clusters Score -5671034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -5671034.000000 Penalty: 3423.969482
	Iteration 70Q: 3 clusters Score -5671034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -5671034.500000 Penalty: 3423.969482
	Iteration 71Q: 3 clusters Score -5671034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -5671036.500000 Penalty: 3423.969482
	Iteration 72Q: 3 clusters Score -5671036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -5671030.000000 Penalty: 3423.969482
	Iteration 73Q: 3 clusters Score -5671030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -5671029.000000 Penalty: 3423.969482
	Iteration 74Q: 3 clusters Score -5671029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -5671030.000000 Penalty: 3423.969482
	Iteration 75Q: 3 clusters Score -5671030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -5671036.000000 Penalty: 3423.969482
	Iteration 76Q: 3 clusters Score -5671036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -5671034.500000 Penalty: 3423.969482
	Iteration 77Q: 3 clusters Score -5671034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -5671043.000000 Penalty: 3423.969482
	Iteration 78Q: 3 clusters Score -5671043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -5671035.500000 Penalty: 3423.969482
	Iteration 79Q: 3 clusters Score -5671036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -5671035.500000 Penalty: 3423.969482
	Iteration 80F: 3 clusters Score -5671036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 8646 members 
Mstep: Class 14 contains 19356 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 61225 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 18262 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 49701 members 
Mstep: Class 22 contains 5765 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 30980 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 2658 members 
Mstep: Class 42 contains 4937 members 
Mstep: Class 43 contains 33230 members 
Mstep: Class 44 contains 14920 members 
Mstep: Class 45 contains 18264 members 
Entering Unmasked Estep 
Score: -85713600.000000 Penalty: 97306.906250
Splitting cluster 14 changes total score from -85624560.000000 to -85713600.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 15 (32945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Entering Unmasked Estep 
Score: -4943274.000000 Penalty: 1690.421631
	Iteration 0F: 2 clusters Score -4943274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -4930670.500000 Penalty: 3380.843262
	Iteration 0F: 3 clusters Score -4930670 nChanged 15248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -4939220.500000 Penalty: 3380.843262
	Iteration 1F: 3 clusters Score -4939220 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -4939956.500000 Penalty: 3380.843262
	Iteration 2F: 3 clusters Score -4939956 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -4940763.500000 Penalty: 3380.843262
	Iteration 3F: 3 clusters Score -4940764 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -4941569.500000 Penalty: 3380.843262
	Iteration 4F: 3 clusters Score -4941570 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -4942429.500000 Penalty: 3380.843262
	Iteration 5F: 3 clusters Score -4942430 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -4943383.000000 Penalty: 3380.843262
	Iteration 6F: 3 clusters Score -4943383 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -4944581.000000 Penalty: 3380.843262
	Iteration 7F: 3 clusters Score -4944581 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -4946138.500000 Penalty: 3380.843262
	Iteration 8F: 3 clusters Score -4946138 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -4947803.500000 Penalty: 3380.843262
	Iteration 9F: 3 clusters Score -4947804 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -4949630.000000 Penalty: 3380.843262
	Iteration 10Q: 3 clusters Score -4949630 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -4951600.000000 Penalty: 3380.843262
	Iteration 11Q: 3 clusters Score -4951600 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -4953691.500000 Penalty: 3380.843262
	Iteration 12Q: 3 clusters Score -4953692 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -4955841.500000 Penalty: 3380.843262
	Iteration 13Q: 3 clusters Score -4955842 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -4958037.000000 Penalty: 3380.843262
	Iteration 14Q: 3 clusters Score -4958037 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -4960018.500000 Penalty: 3380.843262
	Iteration 15Q: 3 clusters Score -4960018 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -4961777.000000 Penalty: 3380.843262
	Iteration 16Q: 3 clusters Score -4961777 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -4962735.000000 Penalty: 3380.843262
	Iteration 17Q: 3 clusters Score -4962735 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -4963150.500000 Penalty: 3380.843262
	Iteration 18Q: 3 clusters Score -4963150 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -4963292.500000 Penalty: 3380.843262
	Iteration 19Q: 3 clusters Score -4963292 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -4963694.500000 Penalty: 3380.843262
	Iteration 20F: 3 clusters Score -4963694 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -4963970.500000 Penalty: 3380.843262
	Iteration 21Q: 3 clusters Score -4963970 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -4964085.500000 Penalty: 3380.843262
	Iteration 22Q: 3 clusters Score -4964086 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -4964117.000000 Penalty: 3380.843262
	Iteration 23Q: 3 clusters Score -4964117 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -4964146.000000 Penalty: 3380.843262
	Iteration 24Q: 3 clusters Score -4964146 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -4964158.500000 Penalty: 3380.843262
	Iteration 25Q: 3 clusters Score -4964158 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -4964166.500000 Penalty: 3380.843262
	Iteration 26Q: 3 clusters Score -4964166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -4964178.500000 Penalty: 3380.843262
	Iteration 27Q: 3 clusters Score -4964178 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -4964178.500000 Penalty: 3380.843262
	Iteration 28Q: 3 clusters Score -4964178 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -4964183.000000 Penalty: 3380.843262
	Iteration 29Q: 3 clusters Score -4964183 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -4964179.000000 Penalty: 3380.843262
	Iteration 30Q: 3 clusters Score -4964179 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -4964187.500000 Penalty: 3380.843262
	Iteration 31Q: 3 clusters Score -4964188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -4964185.000000 Penalty: 3380.843262
	Iteration 32Q: 3 clusters Score -4964185 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -4964186.000000 Penalty: 3380.843262
	Iteration 33Q: 3 clusters Score -4964186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -4964175.000000 Penalty: 3380.843262
	Iteration 34Q: 3 clusters Score -4964175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4964180.000000 Penalty: 3380.843262
	Iteration 35Q: 3 clusters Score -4964180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -4964177.500000 Penalty: 3380.843262
	Iteration 36Q: 3 clusters Score -4964178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -4964175.500000 Penalty: 3380.843262
	Iteration 37Q: 3 clusters Score -4964176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -4964182.000000 Penalty: 3380.843262
	Iteration 38Q: 3 clusters Score -4964182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -4964186.500000 Penalty: 3380.843262
	Iteration 39Q: 3 clusters Score -4964186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -4964183.000000 Penalty: 3380.843262
	Iteration 40F: 3 clusters Score -4964183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -4964187.000000 Penalty: 3380.843262
	Iteration 41Q: 3 clusters Score -4964187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -4964185.500000 Penalty: 3380.843262
	Iteration 42Q: 3 clusters Score -4964186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4964184.500000 Penalty: 3380.843262
	Iteration 43Q: 3 clusters Score -4964184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -4964182.500000 Penalty: 3380.843262
	Iteration 44Q: 3 clusters Score -4964182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -4964182.500000 Penalty: 3380.843262
	Iteration 45F: 3 clusters Score -4964182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 8646 members 
Mstep: Class 14 contains 19356 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 61225 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 18262 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 49701 members 
Mstep: Class 22 contains 5765 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 30980 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 2658 members 
Mstep: Class 42 contains 4937 members 
Mstep: Class 43 contains 33230 members 
Mstep: Class 44 contains 14920 members 
Mstep: Class 45 contains 18264 members 
Mstep: Class 46 contains 17527 members 
Entering Unmasked Estep 
Score: -85733984.000000 Penalty: 99469.281250
Splitting cluster 15 changes total score from -85624560.000000 to -85733984.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 16 (61225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61225 members 
Entering Unmasked Estep 
Score: -9243958.000000 Penalty: 1791.125610
	Iteration 0F: 2 clusters Score -9243958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -9234727.000000 Penalty: 3582.251221
	Iteration 0F: 3 clusters Score -9234727 nChanged 28930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -9251917.000000 Penalty: 3582.251221
	Iteration 1F: 3 clusters Score -9251917 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -9253219.000000 Penalty: 3582.251221
	Iteration 2F: 3 clusters Score -9253219 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -9254877.000000 Penalty: 3582.251221
	Iteration 3F: 3 clusters Score -9254877 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -9257159.000000 Penalty: 3582.251221
	Iteration 4F: 3 clusters Score -9257159 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -9259640.000000 Penalty: 3582.251221
	Iteration 5F: 3 clusters Score -9259640 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -9262378.000000 Penalty: 3582.251221
	Iteration 6F: 3 clusters Score -9262378 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -9265042.000000 Penalty: 3582.251221
	Iteration 7F: 3 clusters Score -9265042 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -9267153.000000 Penalty: 3582.251221
	Iteration 8F: 3 clusters Score -9267153 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -9268646.000000 Penalty: 3582.251221
	Iteration 9Q: 3 clusters Score -9268646 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -9269531.000000 Penalty: 3582.251221
	Iteration 10Q: 3 clusters Score -9269531 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -9269959.000000 Penalty: 3582.251221
	Iteration 11Q: 3 clusters Score -9269959 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -9270228.000000 Penalty: 3582.251221
	Iteration 12Q: 3 clusters Score -9270228 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -9270524.000000 Penalty: 3582.251221
	Iteration 13Q: 3 clusters Score -9270524 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -9270745.000000 Penalty: 3582.251221
	Iteration 14Q: 3 clusters Score -9270745 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -9271167.000000 Penalty: 3582.251221
	Iteration 15Q: 3 clusters Score -9271167 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -9271418.000000 Penalty: 3582.251221
	Iteration 16Q: 3 clusters Score -9271418 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -9271643.000000 Penalty: 3582.251221
	Iteration 17Q: 3 clusters Score -9271643 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -9271816.000000 Penalty: 3582.251221
	Iteration 18Q: 3 clusters Score -9271816 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -9272079.000000 Penalty: 3582.251221
	Iteration 19Q: 3 clusters Score -9272079 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -9272304.000000 Penalty: 3582.251221
	Iteration 20F: 3 clusters Score -9272304 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -9272432.000000 Penalty: 3582.251221
	Iteration 21Q: 3 clusters Score -9272432 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -9272563.000000 Penalty: 3582.251221
	Iteration 22Q: 3 clusters Score -9272563 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -9272650.000000 Penalty: 3582.251221
	Iteration 23Q: 3 clusters Score -9272650 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -9272751.000000 Penalty: 3582.251221
	Iteration 24Q: 3 clusters Score -9272751 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -9272824.000000 Penalty: 3582.251221
	Iteration 25Q: 3 clusters Score -9272824 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -9272962.000000 Penalty: 3582.251221
	Iteration 26Q: 3 clusters Score -9272962 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -9273058.000000 Penalty: 3582.251221
	Iteration 27Q: 3 clusters Score -9273058 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -9273102.000000 Penalty: 3582.251221
	Iteration 28Q: 3 clusters Score -9273102 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -9273101.000000 Penalty: 3582.251221
	Iteration 29Q: 3 clusters Score -9273101 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -9273113.000000 Penalty: 3582.251221
	Iteration 30Q: 3 clusters Score -9273113 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -9273110.000000 Penalty: 3582.251221
	Iteration 31Q: 3 clusters Score -9273110 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -9273118.000000 Penalty: 3582.251221
	Iteration 32Q: 3 clusters Score -9273118 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -9273100.000000 Penalty: 3582.251221
	Iteration 33Q: 3 clusters Score -9273100 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -9273093.000000 Penalty: 3582.251221
	Iteration 34Q: 3 clusters Score -9273093 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -9273102.000000 Penalty: 3582.251221
	Iteration 35Q: 3 clusters Score -9273102 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -9273120.000000 Penalty: 3582.251221
	Iteration 36Q: 3 clusters Score -9273120 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -9273036.000000 Penalty: 3582.251221
	Iteration 37Q: 3 clusters Score -9273036 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -9273023.000000 Penalty: 3582.251221
	Iteration 38Q: 3 clusters Score -9273023 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -9272943.000000 Penalty: 3582.251221
	Iteration 39Q: 3 clusters Score -9272943 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -9272949.000000 Penalty: 3582.251221
	Iteration 40F: 3 clusters Score -9272949 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -9272922.000000 Penalty: 3582.251221
	Iteration 41Q: 3 clusters Score -9272922 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -9272901.000000 Penalty: 3582.251221
	Iteration 42Q: 3 clusters Score -9272901 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -9272915.000000 Penalty: 3582.251221
	Iteration 43Q: 3 clusters Score -9272915 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -9272908.000000 Penalty: 3582.251221
	Iteration 44Q: 3 clusters Score -9272908 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -9272890.000000 Penalty: 3582.251221
	Iteration 45Q: 3 clusters Score -9272890 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -9272861.000000 Penalty: 3582.251221
	Iteration 46Q: 3 clusters Score -9272861 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -9272855.000000 Penalty: 3582.251221
	Iteration 47Q: 3 clusters Score -9272855 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -9272848.000000 Penalty: 3582.251221
	Iteration 48Q: 3 clusters Score -9272848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -9272845.000000 Penalty: 3582.251221
	Iteration 49Q: 3 clusters Score -9272845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -9272835.000000 Penalty: 3582.251221
	Iteration 50Q: 3 clusters Score -9272835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -9272823.000000 Penalty: 3582.251221
	Iteration 51Q: 3 clusters Score -9272823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -9272817.000000 Penalty: 3582.251221
	Iteration 52Q: 3 clusters Score -9272817 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -9272799.000000 Penalty: 3582.251221
	Iteration 53Q: 3 clusters Score -9272799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -9272781.000000 Penalty: 3582.251221
	Iteration 54Q: 3 clusters Score -9272781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -9272779.000000 Penalty: 3582.251221
	Iteration 55Q: 3 clusters Score -9272779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -9272779.000000 Penalty: 3582.251221
	Iteration 56Q: 3 clusters Score -9272779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -9272765.000000 Penalty: 3582.251221
	Iteration 57Q: 3 clusters Score -9272765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -9272759.000000 Penalty: 3582.251221
	Iteration 58Q: 3 clusters Score -9272759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -9272756.000000 Penalty: 3582.251221
	Iteration 59Q: 3 clusters Score -9272756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -9272750.000000 Penalty: 3582.251221
	Iteration 60F: 3 clusters Score -9272750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -9272758.000000 Penalty: 3582.251221
	Iteration 61Q: 3 clusters Score -9272758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -9272758.000000 Penalty: 3582.251221
	Iteration 62F: 3 clusters Score -9272758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 8646 members 
Mstep: Class 14 contains 19356 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 32951 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 18262 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 49701 members 
Mstep: Class 22 contains 5765 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 30980 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 2658 members 
Mstep: Class 42 contains 4937 members 
Mstep: Class 43 contains 33230 members 
Mstep: Class 44 contains 14920 members 
Mstep: Class 45 contains 18264 members 
Mstep: Class 46 contains 17527 members 
Mstep: Class 47 contains 28274 members 
Entering Unmasked Estep 
Score: -85761584.000000 Penalty: 101631.664062
Splitting cluster 16 changes total score from -85624560.000000 to -85761584.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 17 (4281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Entering Unmasked Estep 
Score: -569633.562500 Penalty: 1358.815674
	Iteration 0F: 2 clusters Score -569633.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -566135.062500 Penalty: 2717.631348
	Iteration 0F: 3 clusters Score -566135.1 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -567262.250000 Penalty: 2717.631348
	Iteration 1F: 3 clusters Score -567262.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -567541.187500 Penalty: 2717.631348
	Iteration 2F: 3 clusters Score -567541.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -567816.625000 Penalty: 2717.631348
	Iteration 3F: 3 clusters Score -567816.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -568131.750000 Penalty: 2717.631348
	Iteration 4F: 3 clusters Score -568131.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -568511.000000 Penalty: 2717.631348
	Iteration 5F: 3 clusters Score -568511 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -568978.437500 Penalty: 2717.631348
	Iteration 6F: 3 clusters Score -568978.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -569400.187500 Penalty: 2717.631348
	Iteration 7F: 3 clusters Score -569400.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -569732.187500 Penalty: 2717.631348
	Iteration 8F: 3 clusters Score -569732.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -569884.500000 Penalty: 2717.631348
	Iteration 9Q: 3 clusters Score -569884.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -569945.062500 Penalty: 2717.631348
	Iteration 10Q: 3 clusters Score -569945.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -569989.937500 Penalty: 2717.631348
	Iteration 11Q: 3 clusters Score -569989.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -570028.000000 Penalty: 2717.631348
	Iteration 12Q: 3 clusters Score -570028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -570055.375000 Penalty: 2717.631348
	Iteration 13Q: 3 clusters Score -570055.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -570082.375000 Penalty: 2717.631348
	Iteration 14Q: 3 clusters Score -570082.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -570093.750000 Penalty: 2717.631348
	Iteration 15Q: 3 clusters Score -570093.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -570104.062500 Penalty: 2717.631348
	Iteration 16Q: 3 clusters Score -570104.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -570112.687500 Penalty: 2717.631348
	Iteration 17Q: 3 clusters Score -570112.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -570117.500000 Penalty: 2717.631348
	Iteration 18Q: 3 clusters Score -570117.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -570119.187500 Penalty: 2717.631348
	Iteration 19Q: 3 clusters Score -570119.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -570120.375000 Penalty: 2717.631348
	Iteration 20F: 3 clusters Score -570120.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -570120.562500 Penalty: 2717.631348
	Iteration 21Q: 3 clusters Score -570120.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -570121.437500 Penalty: 2717.631348
	Iteration 22Q: 3 clusters Score -570121.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -570121.687500 Penalty: 2717.631348
	Iteration 23Q: 3 clusters Score -570121.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -570122.375000 Penalty: 2717.631348
	Iteration 24Q: 3 clusters Score -570122.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -570122.375000 Penalty: 2717.631348
	Iteration 25F: 3 clusters Score -570122.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 8646 members 
Mstep: Class 14 contains 19356 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 32951 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 18262 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 49701 members 
Mstep: Class 22 contains 5765 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 30980 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 2658 members 
Mstep: Class 42 contains 4937 members 
Mstep: Class 43 contains 33230 members 
Mstep: Class 44 contains 14920 members 
Mstep: Class 45 contains 18264 members 
Mstep: Class 46 contains 17527 members 
Mstep: Class 47 contains 28274 members 
Mstep: Class 48 contains 2498 members 
Entering Unmasked Estep 
Score: -85761096.000000 Penalty: 103794.039062
Splitting cluster 17 changes total score from -85624560.000000 to -85761096.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 18 (18262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Entering Unmasked Estep 
Score: -2615988.250000 Penalty: 1594.543823
	Iteration 0F: 2 clusters Score -2615988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2603663.750000 Penalty: 3189.087646
	Iteration 0F: 3 clusters Score -2603664 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2608867.750000 Penalty: 3189.087646
	Iteration 1F: 3 clusters Score -2608868 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2610151.500000 Penalty: 3189.087646
	Iteration 2F: 3 clusters Score -2610152 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2611373.000000 Penalty: 3189.087646
	Iteration 3F: 3 clusters Score -2611373 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2612329.750000 Penalty: 3189.087646
	Iteration 4F: 3 clusters Score -2612330 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2613273.250000 Penalty: 3189.087646
	Iteration 5F: 3 clusters Score -2613273 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2614276.500000 Penalty: 3189.087646
	Iteration 6F: 3 clusters Score -2614276 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2615169.000000 Penalty: 3189.087646
	Iteration 7F: 3 clusters Score -2615169 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2615904.750000 Penalty: 3189.087646
	Iteration 8F: 3 clusters Score -2615905 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2616365.000000 Penalty: 3189.087646
	Iteration 9Q: 3 clusters Score -2616365 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2616614.750000 Penalty: 3189.087646
	Iteration 10Q: 3 clusters Score -2616615 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2616730.500000 Penalty: 3189.087646
	Iteration 11Q: 3 clusters Score -2616730 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2616801.000000 Penalty: 3189.087646
	Iteration 12Q: 3 clusters Score -2616801 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2616846.500000 Penalty: 3189.087646
	Iteration 13Q: 3 clusters Score -2616846 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2616859.000000 Penalty: 3189.087646
	Iteration 14Q: 3 clusters Score -2616859 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2616877.000000 Penalty: 3189.087646
	Iteration 15Q: 3 clusters Score -2616877 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2616885.750000 Penalty: 3189.087646
	Iteration 16Q: 3 clusters Score -2616886 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2616906.500000 Penalty: 3189.087646
	Iteration 17Q: 3 clusters Score -2616906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2616913.250000 Penalty: 3189.087646
	Iteration 18Q: 3 clusters Score -2616913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2616910.500000 Penalty: 3189.087646
	Iteration 19Q: 3 clusters Score -2616910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2616912.250000 Penalty: 3189.087646
	Iteration 20F: 3 clusters Score -2616912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2616912.750000 Penalty: 3189.087646
	Iteration 21Q: 3 clusters Score -2616913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2616921.500000 Penalty: 3189.087646
	Iteration 22Q: 3 clusters Score -2616922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2616923.750000 Penalty: 3189.087646
	Iteration 23Q: 3 clusters Score -2616924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2616922.500000 Penalty: 3189.087646
	Iteration 24Q: 3 clusters Score -2616922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2616926.750000 Penalty: 3189.087646
	Iteration 25Q: 3 clusters Score -2616927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2616928.250000 Penalty: 3189.087646
	Iteration 26Q: 3 clusters Score -2616928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2616928.750000 Penalty: 3189.087646
	Iteration 27Q: 3 clusters Score -2616929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2616930.500000 Penalty: 3189.087646
	Iteration 28Q: 3 clusters Score -2616930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2616930.250000 Penalty: 3189.087646
	Iteration 29Q: 3 clusters Score -2616930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2616936.750000 Penalty: 3189.087646
	Iteration 30Q: 3 clusters Score -2616937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2616936.000000 Penalty: 3189.087646
	Iteration 31Q: 3 clusters Score -2616936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2616936.000000 Penalty: 3189.087646
	Iteration 32Q: 3 clusters Score -2616936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2616937.750000 Penalty: 3189.087646
	Iteration 33Q: 3 clusters Score -2616938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2616937.750000 Penalty: 3189.087646
	Iteration 34Q: 3 clusters Score -2616938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2616936.250000 Penalty: 3189.087646
	Iteration 35Q: 3 clusters Score -2616936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2616936.250000 Penalty: 3189.087646
	Iteration 36F: 3 clusters Score -2616936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 8646 members 
Mstep: Class 14 contains 19356 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 32951 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 5169 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 49701 members 
Mstep: Class 22 contains 5765 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 30980 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 2658 members 
Mstep: Class 42 contains 4937 members 
Mstep: Class 43 contains 33230 members 
Mstep: Class 44 contains 14920 members 
Mstep: Class 45 contains 18264 members 
Mstep: Class 46 contains 17527 members 
Mstep: Class 47 contains 28274 members 
Mstep: Class 48 contains 2498 members 
Mstep: Class 49 contains 13093 members 
Entering Unmasked Estep 
Score: -85761088.000000 Penalty: 105956.414062
Splitting cluster 18 changes total score from -85624560.000000 to -85761088.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 19 (1336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Entering Unmasked Estep 
Score: -152816.671875 Penalty: 1169.583252
	Iteration 0F: 2 clusters Score -152816.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -151261.890625 Penalty: 2339.166504
	Iteration 0F: 3 clusters Score -151261.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -151752.406250 Penalty: 2339.166504
	Iteration 1F: 3 clusters Score -151752.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -152094.093750 Penalty: 2339.166504
	Iteration 2F: 3 clusters Score -152094.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -152469.484375 Penalty: 2339.166504
	Iteration 3F: 3 clusters Score -152469.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -152871.828125 Penalty: 2339.166504
	Iteration 4F: 3 clusters Score -152871.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -153109.218750 Penalty: 2339.166504
	Iteration 5F: 3 clusters Score -153109.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -153209.875000 Penalty: 2339.166504
	Iteration 6Q: 3 clusters Score -153209.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -153261.984375 Penalty: 2339.166504
	Iteration 7Q: 3 clusters Score -153262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -153304.046875 Penalty: 2339.166504
	Iteration 8Q: 3 clusters Score -153304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -153331.500000 Penalty: 2339.166504
	Iteration 9Q: 3 clusters Score -153331.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -153338.921875 Penalty: 2339.166504
	Iteration 10Q: 3 clusters Score -153338.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -153344.406250 Penalty: 2339.166504
	Iteration 11Q: 3 clusters Score -153344.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -153346.312500 Penalty: 2339.166504
	Iteration 12Q: 3 clusters Score -153346.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -153349.765625 Penalty: 2339.166504
	Iteration 13Q: 3 clusters Score -153349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -153349.765625 Penalty: 2339.166504
	Iteration 14F: 3 clusters Score -153349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 8646 members 
Mstep: Class 14 contains 19356 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 32951 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 5169 members 
Mstep: Class 19 contains 638 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 49701 members 
Mstep: Class 22 contains 5765 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 30980 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 2658 members 
Mstep: Class 42 contains 4937 members 
Mstep: Class 43 contains 33230 members 
Mstep: Class 44 contains 14920 members 
Mstep: Class 45 contains 18264 members 
Mstep: Class 46 contains 17527 members 
Mstep: Class 47 contains 28274 members 
Mstep: Class 48 contains 2498 members 
Mstep: Class 49 contains 13093 members 
Mstep: Class 50 contains 698 members 
Entering Unmasked Estep 
Score: -85760552.000000 Penalty: 108118.789062
Splitting cluster 19 changes total score from -85624560.000000 to -85760552.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 20 (1819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Entering Unmasked Estep 
Score: -222672.875000 Penalty: 1219.731812
	Iteration 0F: 2 clusters Score -222672.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -220790.421875 Penalty: 2439.463623
	Iteration 0F: 3 clusters Score -220790.4 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -221390.750000 Penalty: 2439.463623
	Iteration 1F: 3 clusters Score -221390.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -221619.515625 Penalty: 2439.463623
	Iteration 2F: 3 clusters Score -221619.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -221809.750000 Penalty: 2439.463623
	Iteration 3F: 3 clusters Score -221809.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -222014.125000 Penalty: 2439.463623
	Iteration 4F: 3 clusters Score -222014.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -222216.250000 Penalty: 2439.463623
	Iteration 5F: 3 clusters Score -222216.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -222347.171875 Penalty: 2439.463623
	Iteration 6F: 3 clusters Score -222347.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -222432.140625 Penalty: 2439.463623
	Iteration 7Q: 3 clusters Score -222432.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -222500.656250 Penalty: 2439.463623
	Iteration 8Q: 3 clusters Score -222500.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -222525.125000 Penalty: 2439.463623
	Iteration 9Q: 3 clusters Score -222525.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -222534.578125 Penalty: 2439.463623
	Iteration 10Q: 3 clusters Score -222534.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -222540.703125 Penalty: 2439.463623
	Iteration 11Q: 3 clusters Score -222540.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -222542.875000 Penalty: 2439.463623
	Iteration 12Q: 3 clusters Score -222542.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -222545.656250 Penalty: 2439.463623
	Iteration 13Q: 3 clusters Score -222545.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -222546.531250 Penalty: 2439.463623
	Iteration 14Q: 3 clusters Score -222546.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -222547.484375 Penalty: 2439.463623
	Iteration 15Q: 3 clusters Score -222547.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -222548.281250 Penalty: 2439.463623
	Iteration 16Q: 3 clusters Score -222548.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -222548.281250 Penalty: 2439.463623
	Iteration 17F: 3 clusters Score -222548.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (49701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Entering Unmasked Estep 
Score: -7507287.500000 Penalty: 1757.239380
	Iteration 0F: 2 clusters Score -7507288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -7503166.000000 Penalty: 3514.478760
	Iteration 0F: 3 clusters Score -7503166 nChanged 23345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -7516163.000000 Penalty: 3514.478760
	Iteration 1F: 3 clusters Score -7516163 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -7516908.000000 Penalty: 3514.478760
	Iteration 2F: 3 clusters Score -7516908 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -7517659.000000 Penalty: 3514.478760
	Iteration 3F: 3 clusters Score -7517659 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -7518573.000000 Penalty: 3514.478760
	Iteration 4F: 3 clusters Score -7518573 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -7519602.000000 Penalty: 3514.478760
	Iteration 5F: 3 clusters Score -7519602 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -7520791.000000 Penalty: 3514.478760
	Iteration 6F: 3 clusters Score -7520791 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -7521850.000000 Penalty: 3514.478760
	Iteration 7Q: 3 clusters Score -7521850 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -7522738.000000 Penalty: 3514.478760
	Iteration 8Q: 3 clusters Score -7522738 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -7523443.500000 Penalty: 3514.478760
	Iteration 9Q: 3 clusters Score -7523444 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -7524095.000000 Penalty: 3514.478760
	Iteration 10Q: 3 clusters Score -7524095 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -7524593.500000 Penalty: 3514.478760
	Iteration 11Q: 3 clusters Score -7524594 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -7525068.500000 Penalty: 3514.478760
	Iteration 12Q: 3 clusters Score -7525068 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -7525458.000000 Penalty: 3514.478760
	Iteration 13Q: 3 clusters Score -7525458 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -7525727.500000 Penalty: 3514.478760
	Iteration 14Q: 3 clusters Score -7525728 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -7525928.000000 Penalty: 3514.478760
	Iteration 15Q: 3 clusters Score -7525928 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -7526057.500000 Penalty: 3514.478760
	Iteration 16Q: 3 clusters Score -7526058 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -7526071.500000 Penalty: 3514.478760
	Iteration 17Q: 3 clusters Score -7526072 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -7526079.000000 Penalty: 3514.478760
	Iteration 18Q: 3 clusters Score -7526079 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -7526115.500000 Penalty: 3514.478760
	Iteration 19Q: 3 clusters Score -7526116 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -7526145.000000 Penalty: 3514.478760
	Iteration 20F: 3 clusters Score -7526145 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -7526162.000000 Penalty: 3514.478760
	Iteration 21Q: 3 clusters Score -7526162 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -7526187.500000 Penalty: 3514.478760
	Iteration 22Q: 3 clusters Score -7526188 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -7526221.000000 Penalty: 3514.478760
	Iteration 23Q: 3 clusters Score -7526221 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -7526221.000000 Penalty: 3514.478760
	Iteration 24Q: 3 clusters Score -7526221 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -7526310.000000 Penalty: 3514.478760
	Iteration 25Q: 3 clusters Score -7526310 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -7526400.000000 Penalty: 3514.478760
	Iteration 26Q: 3 clusters Score -7526400 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -7526554.000000 Penalty: 3514.478760
	Iteration 27Q: 3 clusters Score -7526554 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -7526598.500000 Penalty: 3514.478760
	Iteration 28Q: 3 clusters Score -7526598 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -7526644.500000 Penalty: 3514.478760
	Iteration 29Q: 3 clusters Score -7526644 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -7526749.500000 Penalty: 3514.478760
	Iteration 30Q: 3 clusters Score -7526750 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -7526779.500000 Penalty: 3514.478760
	Iteration 31Q: 3 clusters Score -7526780 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -7526959.500000 Penalty: 3514.478760
	Iteration 32Q: 3 clusters Score -7526960 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -7527011.500000 Penalty: 3514.478760
	Iteration 33Q: 3 clusters Score -7527012 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -7527097.000000 Penalty: 3514.478760
	Iteration 34Q: 3 clusters Score -7527097 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -7527090.000000 Penalty: 3514.478760
	Iteration 35Q: 3 clusters Score -7527090 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -7527134.000000 Penalty: 3514.478760
	Iteration 36Q: 3 clusters Score -7527134 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -7527206.500000 Penalty: 3514.478760
	Iteration 37Q: 3 clusters Score -7527206 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -7527223.500000 Penalty: 3514.478760
	Iteration 38Q: 3 clusters Score -7527224 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -7527259.000000 Penalty: 3514.478760
	Iteration 39Q: 3 clusters Score -7527259 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -7527368.000000 Penalty: 3514.478760
	Iteration 40F: 3 clusters Score -7527368 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -7527404.000000 Penalty: 3514.478760
	Iteration 41Q: 3 clusters Score -7527404 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -7527437.500000 Penalty: 3514.478760
	Iteration 42Q: 3 clusters Score -7527438 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -7527456.500000 Penalty: 3514.478760
	Iteration 43Q: 3 clusters Score -7527456 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -7527501.000000 Penalty: 3514.478760
	Iteration 44Q: 3 clusters Score -7527501 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -7527494.000000 Penalty: 3514.478760
	Iteration 45Q: 3 clusters Score -7527494 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -7527530.500000 Penalty: 3514.478760
	Iteration 46Q: 3 clusters Score -7527530 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -7527522.000000 Penalty: 3514.478760
	Iteration 47Q: 3 clusters Score -7527522 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -7527541.500000 Penalty: 3514.478760
	Iteration 48Q: 3 clusters Score -7527542 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -7527554.000000 Penalty: 3514.478760
	Iteration 49Q: 3 clusters Score -7527554 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -7527596.000000 Penalty: 3514.478760
	Iteration 50Q: 3 clusters Score -7527596 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -7527634.500000 Penalty: 3514.478760
	Iteration 51Q: 3 clusters Score -7527634 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -7527646.500000 Penalty: 3514.478760
	Iteration 52Q: 3 clusters Score -7527646 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -7527659.500000 Penalty: 3514.478760
	Iteration 53Q: 3 clusters Score -7527660 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -7527681.000000 Penalty: 3514.478760
	Iteration 54Q: 3 clusters Score -7527681 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -7527686.000000 Penalty: 3514.478760
	Iteration 55Q: 3 clusters Score -7527686 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -7527732.500000 Penalty: 3514.478760
	Iteration 56Q: 3 clusters Score -7527732 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -7527743.500000 Penalty: 3514.478760
	Iteration 57Q: 3 clusters Score -7527744 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -7527793.000000 Penalty: 3514.478760
	Iteration 58Q: 3 clusters Score -7527793 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -7527812.500000 Penalty: 3514.478760
	Iteration 59Q: 3 clusters Score -7527812 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -7527864.000000 Penalty: 3514.478760
	Iteration 60F: 3 clusters Score -7527864 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -7527910.500000 Penalty: 3514.478760
	Iteration 61Q: 3 clusters Score -7527910 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -7527913.500000 Penalty: 3514.478760
	Iteration 62Q: 3 clusters Score -7527914 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -7527947.000000 Penalty: 3514.478760
	Iteration 63Q: 3 clusters Score -7527947 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -7527972.000000 Penalty: 3514.478760
	Iteration 64Q: 3 clusters Score -7527972 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -7527991.500000 Penalty: 3514.478760
	Iteration 65Q: 3 clusters Score -7527992 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -7528016.000000 Penalty: 3514.478760
	Iteration 66Q: 3 clusters Score -7528016 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -7528044.000000 Penalty: 3514.478760
	Iteration 67Q: 3 clusters Score -7528044 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -7528059.500000 Penalty: 3514.478760
	Iteration 68Q: 3 clusters Score -7528060 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -7528095.500000 Penalty: 3514.478760
	Iteration 69Q: 3 clusters Score -7528096 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -7528112.000000 Penalty: 3514.478760
	Iteration 70Q: 3 clusters Score -7528112 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -7528134.000000 Penalty: 3514.478760
	Iteration 71Q: 3 clusters Score -7528134 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -7528147.000000 Penalty: 3514.478760
	Iteration 72Q: 3 clusters Score -7528147 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -7528175.500000 Penalty: 3514.478760
	Iteration 73Q: 3 clusters Score -7528176 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -7528178.000000 Penalty: 3514.478760
	Iteration 74Q: 3 clusters Score -7528178 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -7528169.500000 Penalty: 3514.478760
	Iteration 75Q: 3 clusters Score -7528170 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -7528166.000000 Penalty: 3514.478760
	Iteration 76Q: 3 clusters Score -7528166 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -7528141.000000 Penalty: 3514.478760
	Iteration 77Q: 3 clusters Score -7528141 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -7528121.000000 Penalty: 3514.478760
	Iteration 78Q: 3 clusters Score -7528121 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -7528110.000000 Penalty: 3514.478760
	Iteration 79Q: 3 clusters Score -7528110 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -7528116.500000 Penalty: 3514.478760
	Iteration 80F: 3 clusters Score -7528116 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -7528091.000000 Penalty: 3514.478760
	Iteration 81Q: 3 clusters Score -7528091 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -7528104.000000 Penalty: 3514.478760
	Iteration 82Q: 3 clusters Score -7528104 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -7528124.000000 Penalty: 3514.478760
	Iteration 83Q: 3 clusters Score -7528124 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -7528076.500000 Penalty: 3514.478760
	Iteration 84Q: 3 clusters Score -7528076 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -7528094.000000 Penalty: 3514.478760
	Iteration 85Q: 3 clusters Score -7528094 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -7528101.000000 Penalty: 3514.478760
	Iteration 86Q: 3 clusters Score -7528101 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -7528092.500000 Penalty: 3514.478760
	Iteration 87Q: 3 clusters Score -7528092 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -7528095.000000 Penalty: 3514.478760
	Iteration 88Q: 3 clusters Score -7528095 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -7528097.500000 Penalty: 3514.478760
	Iteration 89Q: 3 clusters Score -7528098 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -7528086.500000 Penalty: 3514.478760
	Iteration 90Q: 3 clusters Score -7528086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -7528085.500000 Penalty: 3514.478760
	Iteration 91Q: 3 clusters Score -7528086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -7528094.000000 Penalty: 3514.478760
	Iteration 92Q: 3 clusters Score -7528094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -7528100.500000 Penalty: 3514.478760
	Iteration 93Q: 3 clusters Score -7528100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -7528107.000000 Penalty: 3514.478760
	Iteration 94Q: 3 clusters Score -7528107 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -7528100.500000 Penalty: 3514.478760
	Iteration 95Q: 3 clusters Score -7528100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -7528108.000000 Penalty: 3514.478760
	Iteration 96Q: 3 clusters Score -7528108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -7528111.500000 Penalty: 3514.478760
	Iteration 97Q: 3 clusters Score -7528112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -7528117.000000 Penalty: 3514.478760
	Iteration 98Q: 3 clusters Score -7528117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -7528123.500000 Penalty: 3514.478760
	Iteration 99Q: 3 clusters Score -7528124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -7528114.000000 Penalty: 3514.478760
	Iteration 100F: 3 clusters Score -7528114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -7528104.000000 Penalty: 3514.478760
	Iteration 101Q: 3 clusters Score -7528104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -7528115.500000 Penalty: 3514.478760
	Iteration 102Q: 3 clusters Score -7528116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -7528120.000000 Penalty: 3514.478760
	Iteration 103Q: 3 clusters Score -7528120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -7528113.000000 Penalty: 3514.478760
	Iteration 104Q: 3 clusters Score -7528113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -7528118.000000 Penalty: 3514.478760
	Iteration 105Q: 3 clusters Score -7528118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -7528114.000000 Penalty: 3514.478760
	Iteration 106Q: 3 clusters Score -7528114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -7528126.500000 Penalty: 3514.478760
	Iteration 107Q: 3 clusters Score -7528126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -7528129.500000 Penalty: 3514.478760
	Iteration 108Q: 3 clusters Score -7528130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -7528130.000000 Penalty: 3514.478760
	Iteration 109Q: 3 clusters Score -7528130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -7528134.500000 Penalty: 3514.478760
	Iteration 110Q: 3 clusters Score -7528134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -7528132.000000 Penalty: 3514.478760
	Iteration 111Q: 3 clusters Score -7528132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -7528140.000000 Penalty: 3514.478760
	Iteration 112Q: 3 clusters Score -7528140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -7528132.000000 Penalty: 3514.478760
	Iteration 113Q: 3 clusters Score -7528132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -7528133.000000 Penalty: 3514.478760
	Iteration 114Q: 3 clusters Score -7528133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -7528128.500000 Penalty: 3514.478760
	Iteration 115Q: 3 clusters Score -7528128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -7528117.000000 Penalty: 3514.478760
	Iteration 116Q: 3 clusters Score -7528117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -7528118.000000 Penalty: 3514.478760
	Iteration 117Q: 3 clusters Score -7528118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -7528128.500000 Penalty: 3514.478760
	Iteration 118Q: 3 clusters Score -7528128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -7528139.500000 Penalty: 3514.478760
	Iteration 119Q: 3 clusters Score -7528140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -7528145.000000 Penalty: 3514.478760
	Iteration 120F: 3 clusters Score -7528145 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -7528140.500000 Penalty: 3514.478760
	Iteration 121Q: 3 clusters Score -7528140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -7528148.500000 Penalty: 3514.478760
	Iteration 122Q: 3 clusters Score -7528148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -7528168.000000 Penalty: 3514.478760
	Iteration 123Q: 3 clusters Score -7528168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -7528162.000000 Penalty: 3514.478760
	Iteration 124Q: 3 clusters Score -7528162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -7528165.000000 Penalty: 3514.478760
	Iteration 125Q: 3 clusters Score -7528165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -7528167.000000 Penalty: 3514.478760
	Iteration 126Q: 3 clusters Score -7528167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -7528158.500000 Penalty: 3514.478760
	Iteration 127Q: 3 clusters Score -7528158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -7528143.500000 Penalty: 3514.478760
	Iteration 128Q: 3 clusters Score -7528144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -7528143.500000 Penalty: 3514.478760
	Iteration 129Q: 3 clusters Score -7528144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -7528137.000000 Penalty: 3514.478760
	Iteration 130Q: 3 clusters Score -7528137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -7528143.000000 Penalty: 3514.478760
	Iteration 131Q: 3 clusters Score -7528143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -7528145.500000 Penalty: 3514.478760
	Iteration 132Q: 3 clusters Score -7528146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -7528158.000000 Penalty: 3514.478760
	Iteration 133Q: 3 clusters Score -7528158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -7528150.500000 Penalty: 3514.478760
	Iteration 134Q: 3 clusters Score -7528150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -7528142.000000 Penalty: 3514.478760
	Iteration 135Q: 3 clusters Score -7528142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -7528150.500000 Penalty: 3514.478760
	Iteration 136Q: 3 clusters Score -7528150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -7528161.000000 Penalty: 3514.478760
	Iteration 137Q: 3 clusters Score -7528161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -7528160.000000 Penalty: 3514.478760
	Iteration 138Q: 3 clusters Score -7528160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -7528168.000000 Penalty: 3514.478760
	Iteration 139Q: 3 clusters Score -7528168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -7528166.500000 Penalty: 3514.478760
	Iteration 140F: 3 clusters Score -7528166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -7528169.500000 Penalty: 3514.478760
	Iteration 141Q: 3 clusters Score -7528170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -7528177.500000 Penalty: 3514.478760
	Iteration 142Q: 3 clusters Score -7528178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -7528177.000000 Penalty: 3514.478760
	Iteration 143Q: 3 clusters Score -7528177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -7528166.500000 Penalty: 3514.478760
	Iteration 144Q: 3 clusters Score -7528166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -7528165.500000 Penalty: 3514.478760
	Iteration 145Q: 3 clusters Score -7528166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -7528150.500000 Penalty: 3514.478760
	Iteration 146Q: 3 clusters Score -7528150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -7528159.000000 Penalty: 3514.478760
	Iteration 147Q: 3 clusters Score -7528159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -7528164.500000 Penalty: 3514.478760
	Iteration 148Q: 3 clusters Score -7528164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -7528158.500000 Penalty: 3514.478760
	Iteration 149Q: 3 clusters Score -7528158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -7528161.000000 Penalty: 3514.478760
	Iteration 150Q: 3 clusters Score -7528161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -7528177.500000 Penalty: 3514.478760
	Iteration 151Q: 3 clusters Score -7528178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -7528175.500000 Penalty: 3514.478760
	Iteration 152Q: 3 clusters Score -7528176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -7528185.500000 Penalty: 3514.478760
	Iteration 153Q: 3 clusters Score -7528186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -7528177.000000 Penalty: 3514.478760
	Iteration 154Q: 3 clusters Score -7528177 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -7528180.000000 Penalty: 3514.478760
	Iteration 155Q: 3 clusters Score -7528180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -7528181.000000 Penalty: 3514.478760
	Iteration 156Q: 3 clusters Score -7528181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -7528191.500000 Penalty: 3514.478760
	Iteration 157Q: 3 clusters Score -7528192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -7528185.500000 Penalty: 3514.478760
	Iteration 158Q: 3 clusters Score -7528186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -7528190.500000 Penalty: 3514.478760
	Iteration 159Q: 3 clusters Score -7528190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -7528191.000000 Penalty: 3514.478760
	Iteration 160F: 3 clusters Score -7528191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -7528181.000000 Penalty: 3514.478760
	Iteration 161Q: 3 clusters Score -7528181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -7528178.000000 Penalty: 3514.478760
	Iteration 162Q: 3 clusters Score -7528178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -7528168.500000 Penalty: 3514.478760
	Iteration 163Q: 3 clusters Score -7528168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -7528170.000000 Penalty: 3514.478760
	Iteration 164Q: 3 clusters Score -7528170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -7528169.000000 Penalty: 3514.478760
	Iteration 165Q: 3 clusters Score -7528169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -7528159.500000 Penalty: 3514.478760
	Iteration 166Q: 3 clusters Score -7528160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -7528142.500000 Penalty: 3514.478760
	Iteration 167Q: 3 clusters Score -7528142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -7528139.500000 Penalty: 3514.478760
	Iteration 168Q: 3 clusters Score -7528140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -7528143.500000 Penalty: 3514.478760
	Iteration 169Q: 3 clusters Score -7528144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -7528141.000000 Penalty: 3514.478760
	Iteration 170Q: 3 clusters Score -7528141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -7528145.500000 Penalty: 3514.478760
	Iteration 171Q: 3 clusters Score -7528146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -7528135.000000 Penalty: 3514.478760
	Iteration 172Q: 3 clusters Score -7528135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -7528141.000000 Penalty: 3514.478760
	Iteration 173Q: 3 clusters Score -7528141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -7528134.000000 Penalty: 3514.478760
	Iteration 174Q: 3 clusters Score -7528134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -7528143.500000 Penalty: 3514.478760
	Iteration 175Q: 3 clusters Score -7528144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -7528140.000000 Penalty: 3514.478760
	Iteration 176Q: 3 clusters Score -7528140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -7528135.500000 Penalty: 3514.478760
	Iteration 177Q: 3 clusters Score -7528136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -7528142.500000 Penalty: 3514.478760
	Iteration 178Q: 3 clusters Score -7528142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -7528142.000000 Penalty: 3514.478760
	Iteration 179Q: 3 clusters Score -7528142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -7528141.000000 Penalty: 3514.478760
	Iteration 180F: 3 clusters Score -7528141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -7528139.000000 Penalty: 3514.478760
	Iteration 181Q: 3 clusters Score -7528139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -7528142.000000 Penalty: 3514.478760
	Iteration 182Q: 3 clusters Score -7528142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -7528142.500000 Penalty: 3514.478760
	Iteration 183Q: 3 clusters Score -7528142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -7528145.500000 Penalty: 3514.478760
	Iteration 184Q: 3 clusters Score -7528146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -7528153.000000 Penalty: 3514.478760
	Iteration 185Q: 3 clusters Score -7528153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -7528151.000000 Penalty: 3514.478760
	Iteration 186Q: 3 clusters Score -7528151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -7528155.000000 Penalty: 3514.478760
	Iteration 187Q: 3 clusters Score -7528155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -7528158.000000 Penalty: 3514.478760
	Iteration 188Q: 3 clusters Score -7528158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -7528155.500000 Penalty: 3514.478760
	Iteration 189Q: 3 clusters Score -7528156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -7528151.000000 Penalty: 3514.478760
	Iteration 190Q: 3 clusters Score -7528151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -7528144.000000 Penalty: 3514.478760
	Iteration 191Q: 3 clusters Score -7528144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -7528133.500000 Penalty: 3514.478760
	Iteration 192Q: 3 clusters Score -7528134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -7528129.000000 Penalty: 3514.478760
	Iteration 193Q: 3 clusters Score -7528129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -7528130.500000 Penalty: 3514.478760
	Iteration 194Q: 3 clusters Score -7528130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -7528129.500000 Penalty: 3514.478760
	Iteration 195Q: 3 clusters Score -7528130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -7528127.000000 Penalty: 3514.478760
	Iteration 196Q: 3 clusters Score -7528127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -7528129.000000 Penalty: 3514.478760
	Iteration 197Q: 3 clusters Score -7528129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -7528129.500000 Penalty: 3514.478760
	Iteration 198Q: 3 clusters Score -7528130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -7528116.000000 Penalty: 3514.478760
	Iteration 199Q: 3 clusters Score -7528116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -7528117.000000 Penalty: 3514.478760
	Iteration 200F: 3 clusters Score -7528117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -7528117.000000 Penalty: 3514.478760
	Iteration 201Q: 3 clusters Score -7528117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -7528125.000000 Penalty: 3514.478760
	Iteration 202Q: 3 clusters Score -7528125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -7528117.500000 Penalty: 3514.478760
	Iteration 203Q: 3 clusters Score -7528118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -7528130.000000 Penalty: 3514.478760
	Iteration 204Q: 3 clusters Score -7528130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -7528131.000000 Penalty: 3514.478760
	Iteration 205Q: 3 clusters Score -7528131 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -7528130.500000 Penalty: 3514.478760
	Iteration 206Q: 3 clusters Score -7528130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -7528137.500000 Penalty: 3514.478760
	Iteration 207Q: 3 clusters Score -7528138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -7528148.000000 Penalty: 3514.478760
	Iteration 208Q: 3 clusters Score -7528148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -7528137.500000 Penalty: 3514.478760
	Iteration 209Q: 3 clusters Score -7528138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -7528156.500000 Penalty: 3514.478760
	Iteration 210Q: 3 clusters Score -7528156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -7528183.000000 Penalty: 3514.478760
	Iteration 211Q: 3 clusters Score -7528183 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -7528187.000000 Penalty: 3514.478760
	Iteration 212Q: 3 clusters Score -7528187 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -7528183.500000 Penalty: 3514.478760
	Iteration 213Q: 3 clusters Score -7528184 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -7528178.000000 Penalty: 3514.478760
	Iteration 214Q: 3 clusters Score -7528178 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -7528192.500000 Penalty: 3514.478760
	Iteration 215Q: 3 clusters Score -7528192 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -7528190.000000 Penalty: 3514.478760
	Iteration 216Q: 3 clusters Score -7528190 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -7528194.000000 Penalty: 3514.478760
	Iteration 217Q: 3 clusters Score -7528194 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -7528197.500000 Penalty: 3514.478760
	Iteration 218Q: 3 clusters Score -7528198 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -7528200.000000 Penalty: 3514.478760
	Iteration 219Q: 3 clusters Score -7528200 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -7528216.000000 Penalty: 3514.478760
	Iteration 220F: 3 clusters Score -7528216 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -7528225.000000 Penalty: 3514.478760
	Iteration 221Q: 3 clusters Score -7528225 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -7528224.500000 Penalty: 3514.478760
	Iteration 222Q: 3 clusters Score -7528224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -7528236.000000 Penalty: 3514.478760
	Iteration 223Q: 3 clusters Score -7528236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -7528222.500000 Penalty: 3514.478760
	Iteration 224Q: 3 clusters Score -7528222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -7528224.500000 Penalty: 3514.478760
	Iteration 225Q: 3 clusters Score -7528224 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -7528245.000000 Penalty: 3514.478760
	Iteration 226Q: 3 clusters Score -7528245 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -7528255.500000 Penalty: 3514.478760
	Iteration 227Q: 3 clusters Score -7528256 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -7528267.000000 Penalty: 3514.478760
	Iteration 228Q: 3 clusters Score -7528267 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -7528255.500000 Penalty: 3514.478760
	Iteration 229Q: 3 clusters Score -7528256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -7528272.500000 Penalty: 3514.478760
	Iteration 230Q: 3 clusters Score -7528272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -7528273.500000 Penalty: 3514.478760
	Iteration 231Q: 3 clusters Score -7528274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -7528296.500000 Penalty: 3514.478760
	Iteration 232Q: 3 clusters Score -7528296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -7528278.000000 Penalty: 3514.478760
	Iteration 233Q: 3 clusters Score -7528278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -7528273.500000 Penalty: 3514.478760
	Iteration 234Q: 3 clusters Score -7528274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -7528278.000000 Penalty: 3514.478760
	Iteration 235Q: 3 clusters Score -7528278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -7528297.000000 Penalty: 3514.478760
	Iteration 236Q: 3 clusters Score -7528297 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -7528288.500000 Penalty: 3514.478760
	Iteration 237Q: 3 clusters Score -7528288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -7528300.000000 Penalty: 3514.478760
	Iteration 238Q: 3 clusters Score -7528300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -7528297.000000 Penalty: 3514.478760
	Iteration 239Q: 3 clusters Score -7528297 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -7528302.000000 Penalty: 3514.478760
	Iteration 240F: 3 clusters Score -7528302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -7528312.500000 Penalty: 3514.478760
	Iteration 241Q: 3 clusters Score -7528312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -7528335.500000 Penalty: 3514.478760
	Iteration 242Q: 3 clusters Score -7528336 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -7528326.500000 Penalty: 3514.478760
	Iteration 243Q: 3 clusters Score -7528326 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -7528330.500000 Penalty: 3514.478760
	Iteration 244Q: 3 clusters Score -7528330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -7528318.500000 Penalty: 3514.478760
	Iteration 245Q: 3 clusters Score -7528318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -7528311.000000 Penalty: 3514.478760
	Iteration 246Q: 3 clusters Score -7528311 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -7528322.000000 Penalty: 3514.478760
	Iteration 247Q: 3 clusters Score -7528322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -7528341.000000 Penalty: 3514.478760
	Iteration 248Q: 3 clusters Score -7528341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -7528338.000000 Penalty: 3514.478760
	Iteration 249Q: 3 clusters Score -7528338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -7528340.000000 Penalty: 3514.478760
	Iteration 250Q: 3 clusters Score -7528340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -7528337.500000 Penalty: 3514.478760
	Iteration 251Q: 3 clusters Score -7528338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -7528318.000000 Penalty: 3514.478760
	Iteration 252Q: 3 clusters Score -7528318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -7528332.500000 Penalty: 3514.478760
	Iteration 253Q: 3 clusters Score -7528332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -7528339.000000 Penalty: 3514.478760
	Iteration 254Q: 3 clusters Score -7528339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -7528339.500000 Penalty: 3514.478760
	Iteration 255Q: 3 clusters Score -7528340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -7528333.000000 Penalty: 3514.478760
	Iteration 256Q: 3 clusters Score -7528333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -7528337.500000 Penalty: 3514.478760
	Iteration 257Q: 3 clusters Score -7528338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -7528332.000000 Penalty: 3514.478760
	Iteration 258Q: 3 clusters Score -7528332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -7528336.500000 Penalty: 3514.478760
	Iteration 259Q: 3 clusters Score -7528336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -7528347.000000 Penalty: 3514.478760
	Iteration 260F: 3 clusters Score -7528347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -7528369.500000 Penalty: 3514.478760
	Iteration 261Q: 3 clusters Score -7528370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -7528365.000000 Penalty: 3514.478760
	Iteration 262Q: 3 clusters Score -7528365 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -7528379.000000 Penalty: 3514.478760
	Iteration 263Q: 3 clusters Score -7528379 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -7528378.000000 Penalty: 3514.478760
	Iteration 264Q: 3 clusters Score -7528378 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -7528403.000000 Penalty: 3514.478760
	Iteration 265Q: 3 clusters Score -7528403 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -7528418.000000 Penalty: 3514.478760
	Iteration 266Q: 3 clusters Score -7528418 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -7528418.000000 Penalty: 3514.478760
	Iteration 267Q: 3 clusters Score -7528418 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -7528422.000000 Penalty: 3514.478760
	Iteration 268Q: 3 clusters Score -7528422 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -7528452.500000 Penalty: 3514.478760
	Iteration 269Q: 3 clusters Score -7528452 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -7528452.500000 Penalty: 3514.478760
	Iteration 270Q: 3 clusters Score -7528452 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -7528480.500000 Penalty: 3514.478760
	Iteration 271Q: 3 clusters Score -7528480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -7528488.500000 Penalty: 3514.478760
	Iteration 272Q: 3 clusters Score -7528488 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -7528484.000000 Penalty: 3514.478760
	Iteration 273Q: 3 clusters Score -7528484 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -7528510.000000 Penalty: 3514.478760
	Iteration 274Q: 3 clusters Score -7528510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -7528499.000000 Penalty: 3514.478760
	Iteration 275Q: 3 clusters Score -7528499 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -7528491.000000 Penalty: 3514.478760
	Iteration 276Q: 3 clusters Score -7528491 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -7528491.000000 Penalty: 3514.478760
	Iteration 277Q: 3 clusters Score -7528491 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -7528498.500000 Penalty: 3514.478760
	Iteration 278Q: 3 clusters Score -7528498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -7528509.500000 Penalty: 3514.478760
	Iteration 279Q: 3 clusters Score -7528510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -7528487.000000 Penalty: 3514.478760
	Iteration 280F: 3 clusters Score -7528487 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -7528507.000000 Penalty: 3514.478760
	Iteration 281Q: 3 clusters Score -7528507 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -7528511.500000 Penalty: 3514.478760
	Iteration 282Q: 3 clusters Score -7528512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -7528526.000000 Penalty: 3514.478760
	Iteration 283Q: 3 clusters Score -7528526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -7528540.500000 Penalty: 3514.478760
	Iteration 284Q: 3 clusters Score -7528540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -7528556.500000 Penalty: 3514.478760
	Iteration 285Q: 3 clusters Score -7528556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -7528552.500000 Penalty: 3514.478760
	Iteration 286Q: 3 clusters Score -7528552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -7528570.000000 Penalty: 3514.478760
	Iteration 287Q: 3 clusters Score -7528570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -7528556.500000 Penalty: 3514.478760
	Iteration 288Q: 3 clusters Score -7528556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -7528555.000000 Penalty: 3514.478760
	Iteration 289Q: 3 clusters Score -7528555 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -7528569.500000 Penalty: 3514.478760
	Iteration 290Q: 3 clusters Score -7528570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -7528562.500000 Penalty: 3514.478760
	Iteration 291Q: 3 clusters Score -7528562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -7528567.500000 Penalty: 3514.478760
	Iteration 292Q: 3 clusters Score -7528568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -7528562.500000 Penalty: 3514.478760
	Iteration 293Q: 3 clusters Score -7528562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -7528553.500000 Penalty: 3514.478760
	Iteration 294Q: 3 clusters Score -7528554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -7528544.000000 Penalty: 3514.478760
	Iteration 295Q: 3 clusters Score -7528544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -7528535.500000 Penalty: 3514.478760
	Iteration 296Q: 3 clusters Score -7528536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -7528537.500000 Penalty: 3514.478760
	Iteration 297Q: 3 clusters Score -7528538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -7528541.500000 Penalty: 3514.478760
	Iteration 298Q: 3 clusters Score -7528542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -7528538.500000 Penalty: 3514.478760
	Iteration 299Q: 3 clusters Score -7528538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -7528539.000000 Penalty: 3514.478760
	Iteration 300F: 3 clusters Score -7528539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -7528531.500000 Penalty: 3514.478760
	Iteration 301Q: 3 clusters Score -7528532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -7528538.000000 Penalty: 3514.478760
	Iteration 302Q: 3 clusters Score -7528538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -7528526.000000 Penalty: 3514.478760
	Iteration 303Q: 3 clusters Score -7528526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -7528534.500000 Penalty: 3514.478760
	Iteration 304Q: 3 clusters Score -7528534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -7528524.500000 Penalty: 3514.478760
	Iteration 305Q: 3 clusters Score -7528524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -7528527.500000 Penalty: 3514.478760
	Iteration 306Q: 3 clusters Score -7528528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -7528534.000000 Penalty: 3514.478760
	Iteration 307Q: 3 clusters Score -7528534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -7528527.000000 Penalty: 3514.478760
	Iteration 308Q: 3 clusters Score -7528527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -7528530.000000 Penalty: 3514.478760
	Iteration 309Q: 3 clusters Score -7528530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -7528527.000000 Penalty: 3514.478760
	Iteration 310Q: 3 clusters Score -7528527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -7528532.000000 Penalty: 3514.478760
	Iteration 311Q: 3 clusters Score -7528532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -7528520.000000 Penalty: 3514.478760
	Iteration 312Q: 3 clusters Score -7528520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -7528521.500000 Penalty: 3514.478760
	Iteration 313Q: 3 clusters Score -7528522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -7528522.500000 Penalty: 3514.478760
	Iteration 314Q: 3 clusters Score -7528522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -7528513.500000 Penalty: 3514.478760
	Iteration 315Q: 3 clusters Score -7528514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -7528523.500000 Penalty: 3514.478760
	Iteration 316Q: 3 clusters Score -7528524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -7528523.500000 Penalty: 3514.478760
	Iteration 317Q: 3 clusters Score -7528524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -7528523.500000 Penalty: 3514.478760
	Iteration 318F: 3 clusters Score -7528524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 8646 members 
Mstep: Class 14 contains 19356 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 32951 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 5169 members 
Mstep: Class 19 contains 638 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 26289 members 
Mstep: Class 22 contains 5765 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 30980 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 2658 members 
Mstep: Class 42 contains 4937 members 
Mstep: Class 43 contains 33230 members 
Mstep: Class 44 contains 14920 members 
Mstep: Class 45 contains 18264 members 
Mstep: Class 46 contains 17527 members 
Mstep: Class 47 contains 28274 members 
Mstep: Class 48 contains 2498 members 
Mstep: Class 49 contains 13093 members 
Mstep: Class 50 contains 698 members 
Mstep: Class 51 contains 23412 members 
Entering Unmasked Estep 
Score: -85780880.000000 Penalty: 110281.164062
Splitting cluster 21 changes total score from -85624560.000000 to -85780880.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 22 (5765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Entering Unmasked Estep 
Score: -757852.000000 Penalty: 1407.178589
	Iteration 0F: 2 clusters Score -757852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -753418.875000 Penalty: 2814.357178
	Iteration 0F: 3 clusters Score -753418.9 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -755051.937500 Penalty: 2814.357178
	Iteration 1F: 3 clusters Score -755051.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -755560.437500 Penalty: 2814.357178
	Iteration 2F: 3 clusters Score -755560.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -756115.187500 Penalty: 2814.357178
	Iteration 3F: 3 clusters Score -756115.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -756627.625000 Penalty: 2814.357178
	Iteration 4F: 3 clusters Score -756627.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -756991.750000 Penalty: 2814.357178
	Iteration 5F: 3 clusters Score -756991.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -757223.812500 Penalty: 2814.357178
	Iteration 6F: 3 clusters Score -757223.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -757442.250000 Penalty: 2814.357178
	Iteration 7Q: 3 clusters Score -757442.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -757749.312500 Penalty: 2814.357178
	Iteration 8F: 3 clusters Score -757749.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -758136.125000 Penalty: 2814.357178
	Iteration 9F: 3 clusters Score -758136.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -758547.000000 Penalty: 2814.357178
	Iteration 10F: 3 clusters Score -758547 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -758854.875000 Penalty: 2814.357178
	Iteration 11F: 3 clusters Score -758854.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -759048.250000 Penalty: 2814.357178
	Iteration 12Q: 3 clusters Score -759048.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -759146.687500 Penalty: 2814.357178
	Iteration 13Q: 3 clusters Score -759146.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -759195.375000 Penalty: 2814.357178
	Iteration 14Q: 3 clusters Score -759195.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -759234.812500 Penalty: 2814.357178
	Iteration 15Q: 3 clusters Score -759234.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -759255.000000 Penalty: 2814.357178
	Iteration 16Q: 3 clusters Score -759255 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -759270.187500 Penalty: 2814.357178
	Iteration 17Q: 3 clusters Score -759270.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -759277.250000 Penalty: 2814.357178
	Iteration 18Q: 3 clusters Score -759277.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -759285.187500 Penalty: 2814.357178
	Iteration 19Q: 3 clusters Score -759285.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -759288.750000 Penalty: 2814.357178
	Iteration 20F: 3 clusters Score -759288.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -759291.562500 Penalty: 2814.357178
	Iteration 21Q: 3 clusters Score -759291.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -759296.500000 Penalty: 2814.357178
	Iteration 22Q: 3 clusters Score -759296.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -759304.250000 Penalty: 2814.357178
	Iteration 23Q: 3 clusters Score -759304.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -759304.187500 Penalty: 2814.357178
	Iteration 24Q: 3 clusters Score -759304.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -759306.375000 Penalty: 2814.357178
	Iteration 25Q: 3 clusters Score -759306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -759307.062500 Penalty: 2814.357178
	Iteration 26Q: 3 clusters Score -759307.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -759307.875000 Penalty: 2814.357178
	Iteration 27Q: 3 clusters Score -759307.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -759307.750000 Penalty: 2814.357178
	Iteration 28Q: 3 clusters Score -759307.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -759308.062500 Penalty: 2814.357178
	Iteration 29Q: 3 clusters Score -759308.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -759308.062500 Penalty: 2814.357178
	Iteration 30F: 3 clusters Score -759308.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 8646 members 
Mstep: Class 14 contains 19356 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 32951 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 5169 members 
Mstep: Class 19 contains 638 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 26289 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 30980 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 2658 members 
Mstep: Class 42 contains 4937 members 
Mstep: Class 43 contains 33230 members 
Mstep: Class 44 contains 14920 members 
Mstep: Class 45 contains 18264 members 
Mstep: Class 46 contains 17527 members 
Mstep: Class 47 contains 28274 members 
Mstep: Class 48 contains 2498 members 
Mstep: Class 49 contains 13093 members 
Mstep: Class 50 contains 698 members 
Mstep: Class 51 contains 23412 members 
Mstep: Class 52 contains 1808 members 
Entering Unmasked Estep 
Score: -85781760.000000 Penalty: 112443.539062
Splitting cluster 22 changes total score from -85624560.000000 to -85781760.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 23 (1461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Entering Unmasked Estep 
Score: -196844.187500 Penalty: 1184.117432
	Iteration 0F: 2 clusters Score -196844.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -195198.484375 Penalty: 2368.234863
	Iteration 0F: 3 clusters Score -195198.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -196070.406250 Penalty: 2368.234863
	Iteration 1F: 3 clusters Score -196070.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -197346.375000 Penalty: 2368.234863
	Iteration 2F: 3 clusters Score -197346.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -198570.500000 Penalty: 2368.234863
	Iteration 3F: 3 clusters Score -198570.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -198858.234375 Penalty: 2368.234863
	Iteration 4F: 3 clusters Score -198858.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -199096.265625 Penalty: 2368.234863
	Iteration 5Q: 3 clusters Score -199096.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -199167.281250 Penalty: 2368.234863
	Iteration 6Q: 3 clusters Score -199167.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -199199.578125 Penalty: 2368.234863
	Iteration 7Q: 3 clusters Score -199199.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -199205.406250 Penalty: 2368.234863
	Iteration 8Q: 3 clusters Score -199205.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -199209.250000 Penalty: 2368.234863
	Iteration 9Q: 3 clusters Score -199209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -199210.625000 Penalty: 2368.234863
	Iteration 10Q: 3 clusters Score -199210.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -199212.062500 Penalty: 2368.234863
	Iteration 11Q: 3 clusters Score -199212.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -199212.656250 Penalty: 2368.234863
	Iteration 12Q: 3 clusters Score -199212.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -199212.656250 Penalty: 2368.234863
	Iteration 13F: 3 clusters Score -199212.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 8646 members 
Mstep: Class 14 contains 19356 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 32951 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 5169 members 
Mstep: Class 19 contains 638 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 26289 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 30980 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 2658 members 
Mstep: Class 42 contains 4937 members 
Mstep: Class 43 contains 33230 members 
Mstep: Class 44 contains 14920 members 
Mstep: Class 45 contains 18264 members 
Mstep: Class 46 contains 17527 members 
Mstep: Class 47 contains 28274 members 
Mstep: Class 48 contains 2498 members 
Mstep: Class 49 contains 13093 members 
Mstep: Class 50 contains 698 members 
Mstep: Class 51 contains 23412 members 
Mstep: Class 52 contains 1808 members 
Mstep: Class 53 contains 1107 members 
Entering Unmasked Estep 
Score: -85783176.000000 Penalty: 114605.914062
Splitting cluster 23 changes total score from -85624560.000000 to -85783176.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 24 (11632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Entering Unmasked Estep 
Score: -1661253.375000 Penalty: 1521.246216
	Iteration 0F: 2 clusters Score -1661253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1653126.750000 Penalty: 3042.492432
	Iteration 0F: 3 clusters Score -1653127 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1656213.750000 Penalty: 3042.492432
	Iteration 1F: 3 clusters Score -1656214 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1656964.875000 Penalty: 3042.492432
	Iteration 2F: 3 clusters Score -1656965 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1657717.625000 Penalty: 3042.492432
	Iteration 3F: 3 clusters Score -1657718 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1658366.875000 Penalty: 3042.492432
	Iteration 4F: 3 clusters Score -1658367 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1658900.750000 Penalty: 3042.492432
	Iteration 5F: 3 clusters Score -1658901 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1659350.875000 Penalty: 3042.492432
	Iteration 6F: 3 clusters Score -1659351 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1659703.500000 Penalty: 3042.492432
	Iteration 7Q: 3 clusters Score -1659704 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1659936.750000 Penalty: 3042.492432
	Iteration 8Q: 3 clusters Score -1659937 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1660081.375000 Penalty: 3042.492432
	Iteration 9Q: 3 clusters Score -1660081 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1660164.625000 Penalty: 3042.492432
	Iteration 10Q: 3 clusters Score -1660165 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1660216.375000 Penalty: 3042.492432
	Iteration 11Q: 3 clusters Score -1660216 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1660249.000000 Penalty: 3042.492432
	Iteration 12Q: 3 clusters Score -1660249 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1660279.750000 Penalty: 3042.492432
	Iteration 13Q: 3 clusters Score -1660280 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1660299.875000 Penalty: 3042.492432
	Iteration 14Q: 3 clusters Score -1660300 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1660318.750000 Penalty: 3042.492432
	Iteration 15Q: 3 clusters Score -1660319 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1660324.250000 Penalty: 3042.492432
	Iteration 16Q: 3 clusters Score -1660324 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1660342.875000 Penalty: 3042.492432
	Iteration 17Q: 3 clusters Score -1660343 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1660351.875000 Penalty: 3042.492432
	Iteration 18Q: 3 clusters Score -1660352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1660359.500000 Penalty: 3042.492432
	Iteration 19Q: 3 clusters Score -1660360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1660364.625000 Penalty: 3042.492432
	Iteration 20F: 3 clusters Score -1660365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1660369.250000 Penalty: 3042.492432
	Iteration 21Q: 3 clusters Score -1660369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1660375.125000 Penalty: 3042.492432
	Iteration 22Q: 3 clusters Score -1660375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1660377.625000 Penalty: 3042.492432
	Iteration 23Q: 3 clusters Score -1660378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1660382.000000 Penalty: 3042.492432
	Iteration 24Q: 3 clusters Score -1660382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1660382.000000 Penalty: 3042.492432
	Iteration 25Q: 3 clusters Score -1660382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1660382.250000 Penalty: 3042.492432
	Iteration 26Q: 3 clusters Score -1660382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1660381.250000 Penalty: 3042.492432
	Iteration 27Q: 3 clusters Score -1660381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1660385.250000 Penalty: 3042.492432
	Iteration 28Q: 3 clusters Score -1660385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1660387.750000 Penalty: 3042.492432
	Iteration 29Q: 3 clusters Score -1660388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1660389.625000 Penalty: 3042.492432
	Iteration 30Q: 3 clusters Score -1660390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1660393.625000 Penalty: 3042.492432
	Iteration 31Q: 3 clusters Score -1660394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1660396.500000 Penalty: 3042.492432
	Iteration 32Q: 3 clusters Score -1660396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1660398.250000 Penalty: 3042.492432
	Iteration 33Q: 3 clusters Score -1660398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1660397.000000 Penalty: 3042.492432
	Iteration 34Q: 3 clusters Score -1660397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1660402.500000 Penalty: 3042.492432
	Iteration 35Q: 3 clusters Score -1660402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1660404.875000 Penalty: 3042.492432
	Iteration 36Q: 3 clusters Score -1660405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1660405.250000 Penalty: 3042.492432
	Iteration 37Q: 3 clusters Score -1660405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1660405.750000 Penalty: 3042.492432
	Iteration 38Q: 3 clusters Score -1660406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1660409.625000 Penalty: 3042.492432
	Iteration 39Q: 3 clusters Score -1660410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1660409.000000 Penalty: 3042.492432
	Iteration 40F: 3 clusters Score -1660409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1660416.500000 Penalty: 3042.492432
	Iteration 41Q: 3 clusters Score -1660416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1660416.875000 Penalty: 3042.492432
	Iteration 42Q: 3 clusters Score -1660417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1660419.250000 Penalty: 3042.492432
	Iteration 43Q: 3 clusters Score -1660419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1660419.750000 Penalty: 3042.492432
	Iteration 44Q: 3 clusters Score -1660420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1660419.375000 Penalty: 3042.492432
	Iteration 45Q: 3 clusters Score -1660419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1660417.750000 Penalty: 3042.492432
	Iteration 46Q: 3 clusters Score -1660418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1660422.625000 Penalty: 3042.492432
	Iteration 47Q: 3 clusters Score -1660423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1660427.875000 Penalty: 3042.492432
	Iteration 48Q: 3 clusters Score -1660428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1660429.125000 Penalty: 3042.492432
	Iteration 49Q: 3 clusters Score -1660429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1660424.875000 Penalty: 3042.492432
	Iteration 50Q: 3 clusters Score -1660425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1660428.500000 Penalty: 3042.492432
	Iteration 51Q: 3 clusters Score -1660428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1660429.375000 Penalty: 3042.492432
	Iteration 52Q: 3 clusters Score -1660429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1660434.875000 Penalty: 3042.492432
	Iteration 53Q: 3 clusters Score -1660435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1660441.000000 Penalty: 3042.492432
	Iteration 54Q: 3 clusters Score -1660441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1660445.375000 Penalty: 3042.492432
	Iteration 55Q: 3 clusters Score -1660445 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1660457.750000 Penalty: 3042.492432
	Iteration 56Q: 3 clusters Score -1660458 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1660466.125000 Penalty: 3042.492432
	Iteration 57Q: 3 clusters Score -1660466 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1660478.750000 Penalty: 3042.492432
	Iteration 58Q: 3 clusters Score -1660479 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1660501.125000 Penalty: 3042.492432
	Iteration 59Q: 3 clusters Score -1660501 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1660517.750000 Penalty: 3042.492432
	Iteration 60F: 3 clusters Score -1660518 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1660535.875000 Penalty: 3042.492432
	Iteration 61Q: 3 clusters Score -1660536 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1660559.250000 Penalty: 3042.492432
	Iteration 62Q: 3 clusters Score -1660559 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1660588.125000 Penalty: 3042.492432
	Iteration 63Q: 3 clusters Score -1660588 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1660617.500000 Penalty: 3042.492432
	Iteration 64Q: 3 clusters Score -1660618 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1660649.250000 Penalty: 3042.492432
	Iteration 65Q: 3 clusters Score -1660649 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1660686.625000 Penalty: 3042.492432
	Iteration 66Q: 3 clusters Score -1660687 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1660725.625000 Penalty: 3042.492432
	Iteration 67Q: 3 clusters Score -1660726 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1660746.875000 Penalty: 3042.492432
	Iteration 68Q: 3 clusters Score -1660747 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1660767.625000 Penalty: 3042.492432
	Iteration 69Q: 3 clusters Score -1660768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1660784.500000 Penalty: 3042.492432
	Iteration 70Q: 3 clusters Score -1660784 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1660801.750000 Penalty: 3042.492432
	Iteration 71Q: 3 clusters Score -1660802 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1660820.250000 Penalty: 3042.492432
	Iteration 72Q: 3 clusters Score -1660820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1660835.375000 Penalty: 3042.492432
	Iteration 73Q: 3 clusters Score -1660835 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1660848.375000 Penalty: 3042.492432
	Iteration 74Q: 3 clusters Score -1660848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1660867.500000 Penalty: 3042.492432
	Iteration 75Q: 3 clusters Score -1660868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1660889.625000 Penalty: 3042.492432
	Iteration 76Q: 3 clusters Score -1660890 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1660905.375000 Penalty: 3042.492432
	Iteration 77Q: 3 clusters Score -1660905 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1660920.000000 Penalty: 3042.492432
	Iteration 78Q: 3 clusters Score -1660920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1660933.500000 Penalty: 3042.492432
	Iteration 79Q: 3 clusters Score -1660934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1660949.250000 Penalty: 3042.492432
	Iteration 80F: 3 clusters Score -1660949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1660963.625000 Penalty: 3042.492432
	Iteration 81Q: 3 clusters Score -1660964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1660964.250000 Penalty: 3042.492432
	Iteration 82Q: 3 clusters Score -1660964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1660972.875000 Penalty: 3042.492432
	Iteration 83Q: 3 clusters Score -1660973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1660977.125000 Penalty: 3042.492432
	Iteration 84Q: 3 clusters Score -1660977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1660981.375000 Penalty: 3042.492432
	Iteration 85Q: 3 clusters Score -1660981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1660983.875000 Penalty: 3042.492432
	Iteration 86Q: 3 clusters Score -1660984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1660987.625000 Penalty: 3042.492432
	Iteration 87Q: 3 clusters Score -1660988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1660985.750000 Penalty: 3042.492432
	Iteration 88Q: 3 clusters Score -1660986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1660986.000000 Penalty: 3042.492432
	Iteration 89Q: 3 clusters Score -1660986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1660986.500000 Penalty: 3042.492432
	Iteration 90Q: 3 clusters Score -1660986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1660986.375000 Penalty: 3042.492432
	Iteration 91Q: 3 clusters Score -1660986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1660989.625000 Penalty: 3042.492432
	Iteration 92Q: 3 clusters Score -1660990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1660988.375000 Penalty: 3042.492432
	Iteration 93Q: 3 clusters Score -1660988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1660990.250000 Penalty: 3042.492432
	Iteration 94Q: 3 clusters Score -1660990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1660986.625000 Penalty: 3042.492432
	Iteration 95Q: 3 clusters Score -1660987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1660989.375000 Penalty: 3042.492432
	Iteration 96Q: 3 clusters Score -1660989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1660988.750000 Penalty: 3042.492432
	Iteration 97Q: 3 clusters Score -1660989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1660989.125000 Penalty: 3042.492432
	Iteration 98Q: 3 clusters Score -1660989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1660989.250000 Penalty: 3042.492432
	Iteration 99Q: 3 clusters Score -1660989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1660989.125000 Penalty: 3042.492432
	Iteration 100F: 3 clusters Score -1660989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Entering Unmasked Estep 
Score: -2403704.000000 Penalty: 1583.898438
	Iteration 0F: 2 clusters Score -2403704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2392377.750000 Penalty: 3167.796875
	Iteration 0F: 3 clusters Score -2392378 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2396979.250000 Penalty: 3167.796875
	Iteration 1F: 3 clusters Score -2396979 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2397544.250000 Penalty: 3167.796875
	Iteration 2F: 3 clusters Score -2397544 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2398146.250000 Penalty: 3167.796875
	Iteration 3F: 3 clusters Score -2398146 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2398814.250000 Penalty: 3167.796875
	Iteration 4F: 3 clusters Score -2398814 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2399620.750000 Penalty: 3167.796875
	Iteration 5F: 3 clusters Score -2399621 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2400415.500000 Penalty: 3167.796875
	Iteration 6F: 3 clusters Score -2400416 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2401131.500000 Penalty: 3167.796875
	Iteration 7F: 3 clusters Score -2401132 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2401671.500000 Penalty: 3167.796875
	Iteration 8Q: 3 clusters Score -2401672 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2401926.250000 Penalty: 3167.796875
	Iteration 9Q: 3 clusters Score -2401926 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2402082.500000 Penalty: 3167.796875
	Iteration 10Q: 3 clusters Score -2402082 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2402191.000000 Penalty: 3167.796875
	Iteration 11Q: 3 clusters Score -2402191 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2402242.500000 Penalty: 3167.796875
	Iteration 12Q: 3 clusters Score -2402242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2402283.500000 Penalty: 3167.796875
	Iteration 13Q: 3 clusters Score -2402284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2402321.500000 Penalty: 3167.796875
	Iteration 14Q: 3 clusters Score -2402322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2402344.250000 Penalty: 3167.796875
	Iteration 15Q: 3 clusters Score -2402344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2402355.250000 Penalty: 3167.796875
	Iteration 16Q: 3 clusters Score -2402355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2402359.500000 Penalty: 3167.796875
	Iteration 17Q: 3 clusters Score -2402360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2402364.500000 Penalty: 3167.796875
	Iteration 18Q: 3 clusters Score -2402364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2402365.250000 Penalty: 3167.796875
	Iteration 19Q: 3 clusters Score -2402365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2402364.500000 Penalty: 3167.796875
	Iteration 20F: 3 clusters Score -2402364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2402376.000000 Penalty: 3167.796875
	Iteration 21Q: 3 clusters Score -2402376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2402380.500000 Penalty: 3167.796875
	Iteration 22Q: 3 clusters Score -2402380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2402388.250000 Penalty: 3167.796875
	Iteration 23Q: 3 clusters Score -2402388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2402388.500000 Penalty: 3167.796875
	Iteration 24Q: 3 clusters Score -2402388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2402388.500000 Penalty: 3167.796875
	Iteration 25F: 3 clusters Score -2402388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Entering Unmasked Estep 
Score: -3600900.750000 Penalty: 1650.368286
	Iteration 0F: 2 clusters Score -3600901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -3585501.750000 Penalty: 3300.736572
	Iteration 0F: 3 clusters Score -3585502 nChanged 11817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -3592284.500000 Penalty: 3300.736572
	Iteration 1F: 3 clusters Score -3592284 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3593136.750000 Penalty: 3300.736572
	Iteration 2F: 3 clusters Score -3593137 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3594192.750000 Penalty: 3300.736572
	Iteration 3F: 3 clusters Score -3594193 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3595296.000000 Penalty: 3300.736572
	Iteration 4F: 3 clusters Score -3595296 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3596451.750000 Penalty: 3300.736572
	Iteration 5F: 3 clusters Score -3596452 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -3597566.500000 Penalty: 3300.736572
	Iteration 6F: 3 clusters Score -3597566 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -3598587.750000 Penalty: 3300.736572
	Iteration 7F: 3 clusters Score -3598588 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -3599463.250000 Penalty: 3300.736572
	Iteration 8F: 3 clusters Score -3599463 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -3600007.000000 Penalty: 3300.736572
	Iteration 9Q: 3 clusters Score -3600007 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -3600271.000000 Penalty: 3300.736572
	Iteration 10Q: 3 clusters Score -3600271 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -3600429.750000 Penalty: 3300.736572
	Iteration 11Q: 3 clusters Score -3600430 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -3600528.000000 Penalty: 3300.736572
	Iteration 12Q: 3 clusters Score -3600528 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -3600605.500000 Penalty: 3300.736572
	Iteration 13Q: 3 clusters Score -3600606 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -3600635.500000 Penalty: 3300.736572
	Iteration 14Q: 3 clusters Score -3600636 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -3600636.000000 Penalty: 3300.736572
	Iteration 15Q: 3 clusters Score -3600636 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -3600651.500000 Penalty: 3300.736572
	Iteration 16Q: 3 clusters Score -3600652 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -3600671.250000 Penalty: 3300.736572
	Iteration 17Q: 3 clusters Score -3600671 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -3600667.500000 Penalty: 3300.736572
	Iteration 18Q: 3 clusters Score -3600668 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -3600680.000000 Penalty: 3300.736572
	Iteration 19Q: 3 clusters Score -3600680 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -3600666.750000 Penalty: 3300.736572
	Iteration 20F: 3 clusters Score -3600667 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -3600676.750000 Penalty: 3300.736572
	Iteration 21Q: 3 clusters Score -3600677 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -3600677.500000 Penalty: 3300.736572
	Iteration 22Q: 3 clusters Score -3600678 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -3600658.000000 Penalty: 3300.736572
	Iteration 23Q: 3 clusters Score -3600658 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -3600654.500000 Penalty: 3300.736572
	Iteration 24Q: 3 clusters Score -3600654 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -3600651.250000 Penalty: 3300.736572
	Iteration 25Q: 3 clusters Score -3600651 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3600658.500000 Penalty: 3300.736572
	Iteration 26Q: 3 clusters Score -3600658 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -3600675.750000 Penalty: 3300.736572
	Iteration 27Q: 3 clusters Score -3600676 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -3600663.250000 Penalty: 3300.736572
	Iteration 28Q: 3 clusters Score -3600663 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3600658.500000 Penalty: 3300.736572
	Iteration 29Q: 3 clusters Score -3600658 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3600651.500000 Penalty: 3300.736572
	Iteration 30Q: 3 clusters Score -3600652 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -3600650.500000 Penalty: 3300.736572
	Iteration 31Q: 3 clusters Score -3600650 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -3600646.250000 Penalty: 3300.736572
	Iteration 32Q: 3 clusters Score -3600646 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -3600650.250000 Penalty: 3300.736572
	Iteration 33Q: 3 clusters Score -3600650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -3600651.000000 Penalty: 3300.736572
	Iteration 34Q: 3 clusters Score -3600651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -3600645.250000 Penalty: 3300.736572
	Iteration 35Q: 3 clusters Score -3600645 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -3600640.250000 Penalty: 3300.736572
	Iteration 36Q: 3 clusters Score -3600640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -3600644.750000 Penalty: 3300.736572
	Iteration 37Q: 3 clusters Score -3600645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3600642.750000 Penalty: 3300.736572
	Iteration 38Q: 3 clusters Score -3600643 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3600637.750000 Penalty: 3300.736572
	Iteration 39Q: 3 clusters Score -3600638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -3600637.500000 Penalty: 3300.736572
	Iteration 40F: 3 clusters Score -3600638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -3600631.750000 Penalty: 3300.736572
	Iteration 41Q: 3 clusters Score -3600632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -3600644.750000 Penalty: 3300.736572
	Iteration 42Q: 3 clusters Score -3600645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -3600638.750000 Penalty: 3300.736572
	Iteration 43Q: 3 clusters Score -3600639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -3600637.250000 Penalty: 3300.736572
	Iteration 44Q: 3 clusters Score -3600637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -3600644.750000 Penalty: 3300.736572
	Iteration 45Q: 3 clusters Score -3600645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -3600643.250000 Penalty: 3300.736572
	Iteration 46Q: 3 clusters Score -3600643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -3600651.000000 Penalty: 3300.736572
	Iteration 47Q: 3 clusters Score -3600651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -3600649.500000 Penalty: 3300.736572
	Iteration 48Q: 3 clusters Score -3600650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3600644.750000 Penalty: 3300.736572
	Iteration 49Q: 3 clusters Score -3600645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -3600635.500000 Penalty: 3300.736572
	Iteration 50Q: 3 clusters Score -3600636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3600625.500000 Penalty: 3300.736572
	Iteration 51Q: 3 clusters Score -3600626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -3600627.500000 Penalty: 3300.736572
	Iteration 52Q: 3 clusters Score -3600628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3600627.500000 Penalty: 3300.736572
	Iteration 53Q: 3 clusters Score -3600628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -3600627.750000 Penalty: 3300.736572
	Iteration 54Q: 3 clusters Score -3600628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -3600626.000000 Penalty: 3300.736572
	Iteration 55Q: 3 clusters Score -3600626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -3600626.000000 Penalty: 3300.736572
	Iteration 56Q: 3 clusters Score -3600626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -3600626.000000 Penalty: 3300.736572
	Iteration 57F: 3 clusters Score -3600626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (30980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Entering Unmasked Estep 
Score: -4609291.000000 Penalty: 1680.428223
	Iteration 0F: 2 clusters Score -4609291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -4593723.000000 Penalty: 3360.856445
	Iteration 0F: 3 clusters Score -4593723 nChanged 14360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -4601944.000000 Penalty: 3360.856445
	Iteration 1F: 3 clusters Score -4601944 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -4602645.000000 Penalty: 3360.856445
	Iteration 2F: 3 clusters Score -4602645 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -4603441.000000 Penalty: 3360.856445
	Iteration 3F: 3 clusters Score -4603441 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -4604406.000000 Penalty: 3360.856445
	Iteration 4F: 3 clusters Score -4604406 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -4605662.000000 Penalty: 3360.856445
	Iteration 5F: 3 clusters Score -4605662 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -4606835.500000 Penalty: 3360.856445
	Iteration 6F: 3 clusters Score -4606836 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -4607959.500000 Penalty: 3360.856445
	Iteration 7F: 3 clusters Score -4607960 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -4609048.500000 Penalty: 3360.856445
	Iteration 8F: 3 clusters Score -4609048 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -4609976.000000 Penalty: 3360.856445
	Iteration 9F: 3 clusters Score -4609976 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -4610768.000000 Penalty: 3360.856445
	Iteration 10Q: 3 clusters Score -4610768 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -4611526.000000 Penalty: 3360.856445
	Iteration 11Q: 3 clusters Score -4611526 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -4612245.500000 Penalty: 3360.856445
	Iteration 12Q: 3 clusters Score -4612246 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -4612854.000000 Penalty: 3360.856445
	Iteration 13Q: 3 clusters Score -4612854 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -4613322.000000 Penalty: 3360.856445
	Iteration 14Q: 3 clusters Score -4613322 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -4613763.500000 Penalty: 3360.856445
	Iteration 15Q: 3 clusters Score -4613764 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -4614144.000000 Penalty: 3360.856445
	Iteration 16Q: 3 clusters Score -4614144 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -4614504.500000 Penalty: 3360.856445
	Iteration 17Q: 3 clusters Score -4614504 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -4614795.500000 Penalty: 3360.856445
	Iteration 18Q: 3 clusters Score -4614796 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -4615038.500000 Penalty: 3360.856445
	Iteration 19Q: 3 clusters Score -4615038 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -4615218.500000 Penalty: 3360.856445
	Iteration 20F: 3 clusters Score -4615218 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -4615351.000000 Penalty: 3360.856445
	Iteration 21Q: 3 clusters Score -4615351 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -4615461.000000 Penalty: 3360.856445
	Iteration 22Q: 3 clusters Score -4615461 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -4615546.000000 Penalty: 3360.856445
	Iteration 23Q: 3 clusters Score -4615546 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -4615641.500000 Penalty: 3360.856445
	Iteration 24Q: 3 clusters Score -4615642 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -4615720.000000 Penalty: 3360.856445
	Iteration 25Q: 3 clusters Score -4615720 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -4615814.500000 Penalty: 3360.856445
	Iteration 26Q: 3 clusters Score -4615814 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -4615860.500000 Penalty: 3360.856445
	Iteration 27Q: 3 clusters Score -4615860 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -4615924.000000 Penalty: 3360.856445
	Iteration 28Q: 3 clusters Score -4615924 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -4615989.000000 Penalty: 3360.856445
	Iteration 29Q: 3 clusters Score -4615989 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -4616044.000000 Penalty: 3360.856445
	Iteration 30Q: 3 clusters Score -4616044 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -4616088.000000 Penalty: 3360.856445
	Iteration 31Q: 3 clusters Score -4616088 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -4616088.500000 Penalty: 3360.856445
	Iteration 32Q: 3 clusters Score -4616088 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -4616092.500000 Penalty: 3360.856445
	Iteration 33Q: 3 clusters Score -4616092 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -4616091.500000 Penalty: 3360.856445
	Iteration 34Q: 3 clusters Score -4616092 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -4616071.500000 Penalty: 3360.856445
	Iteration 35Q: 3 clusters Score -4616072 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -4616061.000000 Penalty: 3360.856445
	Iteration 36Q: 3 clusters Score -4616061 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -4616039.500000 Penalty: 3360.856445
	Iteration 37Q: 3 clusters Score -4616040 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -4616050.000000 Penalty: 3360.856445
	Iteration 38Q: 3 clusters Score -4616050 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -4616022.000000 Penalty: 3360.856445
	Iteration 39Q: 3 clusters Score -4616022 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -4616005.000000 Penalty: 3360.856445
	Iteration 40F: 3 clusters Score -4616005 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -4615993.500000 Penalty: 3360.856445
	Iteration 41Q: 3 clusters Score -4615994 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -4615986.000000 Penalty: 3360.856445
	Iteration 42Q: 3 clusters Score -4615986 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -4615980.500000 Penalty: 3360.856445
	Iteration 43Q: 3 clusters Score -4615980 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -4615970.500000 Penalty: 3360.856445
	Iteration 44Q: 3 clusters Score -4615970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -4615959.500000 Penalty: 3360.856445
	Iteration 45Q: 3 clusters Score -4615960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -4615938.500000 Penalty: 3360.856445
	Iteration 46Q: 3 clusters Score -4615938 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -4615925.500000 Penalty: 3360.856445
	Iteration 47Q: 3 clusters Score -4615926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -4615920.000000 Penalty: 3360.856445
	Iteration 48Q: 3 clusters Score -4615920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -4615917.500000 Penalty: 3360.856445
	Iteration 49Q: 3 clusters Score -4615918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -4615909.500000 Penalty: 3360.856445
	Iteration 50Q: 3 clusters Score -4615910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -4615913.500000 Penalty: 3360.856445
	Iteration 51Q: 3 clusters Score -4615914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -4615908.000000 Penalty: 3360.856445
	Iteration 52Q: 3 clusters Score -4615908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -4615911.500000 Penalty: 3360.856445
	Iteration 53Q: 3 clusters Score -4615912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -4615910.000000 Penalty: 3360.856445
	Iteration 54Q: 3 clusters Score -4615910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -4615908.000000 Penalty: 3360.856445
	Iteration 55Q: 3 clusters Score -4615908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -4615899.000000 Penalty: 3360.856445
	Iteration 56Q: 3 clusters Score -4615899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -4615892.000000 Penalty: 3360.856445
	Iteration 57Q: 3 clusters Score -4615892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -4615890.500000 Penalty: 3360.856445
	Iteration 58Q: 3 clusters Score -4615890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -4615882.500000 Penalty: 3360.856445
	Iteration 59Q: 3 clusters Score -4615882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -4615885.500000 Penalty: 3360.856445
	Iteration 60F: 3 clusters Score -4615886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -4615880.000000 Penalty: 3360.856445
	Iteration 61Q: 3 clusters Score -4615880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -4615879.000000 Penalty: 3360.856445
	Iteration 62Q: 3 clusters Score -4615879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -4615883.000000 Penalty: 3360.856445
	Iteration 63Q: 3 clusters Score -4615883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -4615888.000000 Penalty: 3360.856445
	Iteration 64Q: 3 clusters Score -4615888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -4615877.500000 Penalty: 3360.856445
	Iteration 65Q: 3 clusters Score -4615878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -4615875.500000 Penalty: 3360.856445
	Iteration 66Q: 3 clusters Score -4615876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -4615874.500000 Penalty: 3360.856445
	Iteration 67Q: 3 clusters Score -4615874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -4615874.500000 Penalty: 3360.856445
	Iteration 68F: 3 clusters Score -4615874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 8646 members 
Mstep: Class 14 contains 19356 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 32951 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 5169 members 
Mstep: Class 19 contains 638 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 26289 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 21036 members 
Mstep: Class 28 contains 11068 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 2658 members 
Mstep: Class 42 contains 4937 members 
Mstep: Class 43 contains 33230 members 
Mstep: Class 44 contains 14920 members 
Mstep: Class 45 contains 18264 members 
Mstep: Class 46 contains 17527 members 
Mstep: Class 47 contains 28274 members 
Mstep: Class 48 contains 2498 members 
Mstep: Class 49 contains 13093 members 
Mstep: Class 50 contains 698 members 
Mstep: Class 51 contains 23412 members 
Mstep: Class 52 contains 1808 members 
Mstep: Class 53 contains 1107 members 
Mstep: Class 54 contains 9944 members 
Entering Unmasked Estep 
Score: -85788400.000000 Penalty: 116768.289062
Splitting cluster 27 changes total score from -85624560.000000 to -85788400.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 28 (11068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Entering Unmasked Estep 
Score: -1554849.500000 Penalty: 1513.169678
	Iteration 0F: 2 clusters Score -1554850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1547144.000000 Penalty: 3026.339355
	Iteration 0F: 3 clusters Score -1547144 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1550230.750000 Penalty: 3026.339355
	Iteration 1F: 3 clusters Score -1550231 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1551173.250000 Penalty: 3026.339355
	Iteration 2F: 3 clusters Score -1551173 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1552253.750000 Penalty: 3026.339355
	Iteration 3F: 3 clusters Score -1552254 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1553295.625000 Penalty: 3026.339355
	Iteration 4F: 3 clusters Score -1553296 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1553959.750000 Penalty: 3026.339355
	Iteration 5F: 3 clusters Score -1553960 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1554309.750000 Penalty: 3026.339355
	Iteration 6Q: 3 clusters Score -1554310 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1554475.625000 Penalty: 3026.339355
	Iteration 7Q: 3 clusters Score -1554476 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1554558.250000 Penalty: 3026.339355
	Iteration 8Q: 3 clusters Score -1554558 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1554598.000000 Penalty: 3026.339355
	Iteration 9Q: 3 clusters Score -1554598 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1554622.625000 Penalty: 3026.339355
	Iteration 10Q: 3 clusters Score -1554623 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1554644.500000 Penalty: 3026.339355
	Iteration 11Q: 3 clusters Score -1554644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1554656.125000 Penalty: 3026.339355
	Iteration 12Q: 3 clusters Score -1554656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1554666.875000 Penalty: 3026.339355
	Iteration 13Q: 3 clusters Score -1554667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1554678.125000 Penalty: 3026.339355
	Iteration 14Q: 3 clusters Score -1554678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1554709.375000 Penalty: 3026.339355
	Iteration 15Q: 3 clusters Score -1554709 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1554773.875000 Penalty: 3026.339355
	Iteration 16Q: 3 clusters Score -1554774 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1554916.000000 Penalty: 3026.339355
	Iteration 17Q: 3 clusters Score -1554916 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1555200.125000 Penalty: 3026.339355
	Iteration 18Q: 3 clusters Score -1555200 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1555654.375000 Penalty: 3026.339355
	Iteration 19Q: 3 clusters Score -1555654 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1556258.375000 Penalty: 3026.339355
	Iteration 20F: 3 clusters Score -1556258 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1556919.625000 Penalty: 3026.339355
	Iteration 21Q: 3 clusters Score -1556920 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1557513.750000 Penalty: 3026.339355
	Iteration 22Q: 3 clusters Score -1557514 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1558010.625000 Penalty: 3026.339355
	Iteration 23Q: 3 clusters Score -1558011 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1558388.375000 Penalty: 3026.339355
	Iteration 24Q: 3 clusters Score -1558388 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1558635.250000 Penalty: 3026.339355
	Iteration 25Q: 3 clusters Score -1558635 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1558756.375000 Penalty: 3026.339355
	Iteration 26Q: 3 clusters Score -1558756 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1558820.375000 Penalty: 3026.339355
	Iteration 27Q: 3 clusters Score -1558820 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1558847.625000 Penalty: 3026.339355
	Iteration 28Q: 3 clusters Score -1558848 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1558862.875000 Penalty: 3026.339355
	Iteration 29Q: 3 clusters Score -1558863 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1558870.375000 Penalty: 3026.339355
	Iteration 30Q: 3 clusters Score -1558870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1558873.500000 Penalty: 3026.339355
	Iteration 31Q: 3 clusters Score -1558874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1558873.875000 Penalty: 3026.339355
	Iteration 32Q: 3 clusters Score -1558874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1558872.625000 Penalty: 3026.339355
	Iteration 33Q: 3 clusters Score -1558873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1558874.250000 Penalty: 3026.339355
	Iteration 34Q: 3 clusters Score -1558874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1558873.750000 Penalty: 3026.339355
	Iteration 35Q: 3 clusters Score -1558874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1558873.625000 Penalty: 3026.339355
	Iteration 36Q: 3 clusters Score -1558874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1558875.000000 Penalty: 3026.339355
	Iteration 37Q: 3 clusters Score -1558875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1558875.000000 Penalty: 3026.339355
	Iteration 38F: 3 clusters Score -1558875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1558874.125000 Penalty: 3026.339355
	Iteration 39Q: 3 clusters Score -1558874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1558875.125000 Penalty: 3026.339355
	Iteration 40F: 3 clusters Score -1558875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1558876.500000 Penalty: 3026.339355
	Iteration 41Q: 3 clusters Score -1558876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1558878.125000 Penalty: 3026.339355
	Iteration 42Q: 3 clusters Score -1558878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1558878.125000 Penalty: 3026.339355
	Iteration 43F: 3 clusters Score -1558878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 8646 members 
Mstep: Class 14 contains 19356 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 32951 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 5169 members 
Mstep: Class 19 contains 638 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 26289 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 21036 members 
Mstep: Class 28 contains 6649 members 
Mstep: Class 29 contains 9809 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 2658 members 
Mstep: Class 42 contains 4937 members 
Mstep: Class 43 contains 33230 members 
Mstep: Class 44 contains 14920 members 
Mstep: Class 45 contains 18264 members 
Mstep: Class 46 contains 17527 members 
Mstep: Class 47 contains 28274 members 
Mstep: Class 48 contains 2498 members 
Mstep: Class 49 contains 13093 members 
Mstep: Class 50 contains 698 members 
Mstep: Class 51 contains 23412 members 
Mstep: Class 52 contains 1808 members 
Mstep: Class 53 contains 1107 members 
Mstep: Class 54 contains 9944 members 
Mstep: Class 55 contains 4419 members 
Entering Unmasked Estep 
Score: -85792120.000000 Penalty: 118930.664062
Splitting cluster 28 changes total score from -85624560.000000 to -85792120.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 29 (9809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Entering Unmasked Estep 
Score: -1388363.250000 Penalty: 1493.546509
	Iteration 0F: 2 clusters Score -1388363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1381435.125000 Penalty: 2987.093018
	Iteration 0F: 3 clusters Score -1381435 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1384044.500000 Penalty: 2987.093018
	Iteration 1F: 3 clusters Score -1384044 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1385126.875000 Penalty: 2987.093018
	Iteration 2F: 3 clusters Score -1385127 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1386930.250000 Penalty: 2987.093018
	Iteration 3F: 3 clusters Score -1386930 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1388757.250000 Penalty: 2987.093018
	Iteration 4F: 3 clusters Score -1388757 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1389893.125000 Penalty: 2987.093018
	Iteration 5F: 3 clusters Score -1389893 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1390456.625000 Penalty: 2987.093018
	Iteration 6F: 3 clusters Score -1390457 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1390813.125000 Penalty: 2987.093018
	Iteration 7Q: 3 clusters Score -1390813 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1391073.750000 Penalty: 2987.093018
	Iteration 8Q: 3 clusters Score -1391074 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1391284.875000 Penalty: 2987.093018
	Iteration 9Q: 3 clusters Score -1391285 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1391552.250000 Penalty: 2987.093018
	Iteration 10Q: 3 clusters Score -1391552 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1391812.500000 Penalty: 2987.093018
	Iteration 11Q: 3 clusters Score -1391812 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1392051.000000 Penalty: 2987.093018
	Iteration 12Q: 3 clusters Score -1392051 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1392264.250000 Penalty: 2987.093018
	Iteration 13Q: 3 clusters Score -1392264 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1392455.375000 Penalty: 2987.093018
	Iteration 14Q: 3 clusters Score -1392455 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1392632.625000 Penalty: 2987.093018
	Iteration 15Q: 3 clusters Score -1392633 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1392749.250000 Penalty: 2987.093018
	Iteration 16Q: 3 clusters Score -1392749 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1392841.250000 Penalty: 2987.093018
	Iteration 17Q: 3 clusters Score -1392841 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1392902.625000 Penalty: 2987.093018
	Iteration 18Q: 3 clusters Score -1392903 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1392945.500000 Penalty: 2987.093018
	Iteration 19Q: 3 clusters Score -1392946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1392963.250000 Penalty: 2987.093018
	Iteration 20F: 3 clusters Score -1392963 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1392980.000000 Penalty: 2987.093018
	Iteration 21Q: 3 clusters Score -1392980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1392994.750000 Penalty: 2987.093018
	Iteration 22Q: 3 clusters Score -1392995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1392997.000000 Penalty: 2987.093018
	Iteration 23Q: 3 clusters Score -1392997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1392998.125000 Penalty: 2987.093018
	Iteration 24Q: 3 clusters Score -1392998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1393008.750000 Penalty: 2987.093018
	Iteration 25Q: 3 clusters Score -1393009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1393017.875000 Penalty: 2987.093018
	Iteration 26Q: 3 clusters Score -1393018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1393017.500000 Penalty: 2987.093018
	Iteration 27Q: 3 clusters Score -1393018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1393018.875000 Penalty: 2987.093018
	Iteration 28Q: 3 clusters Score -1393019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1393022.250000 Penalty: 2987.093018
	Iteration 29Q: 3 clusters Score -1393022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1393021.500000 Penalty: 2987.093018
	Iteration 30Q: 3 clusters Score -1393022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1393023.125000 Penalty: 2987.093018
	Iteration 31Q: 3 clusters Score -1393023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1393023.375000 Penalty: 2987.093018
	Iteration 32Q: 3 clusters Score -1393023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1393024.125000 Penalty: 2987.093018
	Iteration 33Q: 3 clusters Score -1393024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1393023.875000 Penalty: 2987.093018
	Iteration 34Q: 3 clusters Score -1393024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1393024.250000 Penalty: 2987.093018
	Iteration 35Q: 3 clusters Score -1393024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1393024.250000 Penalty: 2987.093018
	Iteration 36F: 3 clusters Score -1393024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 8646 members 
Mstep: Class 14 contains 19356 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 32951 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 5169 members 
Mstep: Class 19 contains 638 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 26289 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 21036 members 
Mstep: Class 28 contains 6649 members 
Mstep: Class 29 contains 7561 members 
Mstep: Class 30 contains 36083 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 2658 members 
Mstep: Class 42 contains 4937 members 
Mstep: Class 43 contains 33230 members 
Mstep: Class 44 contains 14920 members 
Mstep: Class 45 contains 18264 members 
Mstep: Class 46 contains 17527 members 
Mstep: Class 47 contains 28274 members 
Mstep: Class 48 contains 2498 members 
Mstep: Class 49 contains 13093 members 
Mstep: Class 50 contains 698 members 
Mstep: Class 51 contains 23412 members 
Mstep: Class 52 contains 1808 members 
Mstep: Class 53 contains 1107 members 
Mstep: Class 54 contains 9944 members 
Mstep: Class 55 contains 4419 members 
Mstep: Class 56 contains 2248 members 
Entering Unmasked Estep 
Score: -85796232.000000 Penalty: 121093.039062
Splitting cluster 29 changes total score from -85624560.000000 to -85796232.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 30 (36083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Entering Unmasked Estep 
Score: -5410636.500000 Penalty: 1705.206299
	Iteration 0F: 2 clusters Score -5410636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -5398047.500000 Penalty: 3410.412598
	Iteration 0F: 3 clusters Score -5398048 nChanged 16703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -5407701.500000 Penalty: 3410.412598
	Iteration 1F: 3 clusters Score -5407702 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -5408572.000000 Penalty: 3410.412598
	Iteration 2F: 3 clusters Score -5408572 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -5409475.000000 Penalty: 3410.412598
	Iteration 3F: 3 clusters Score -5409475 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -5410440.500000 Penalty: 3410.412598
	Iteration 4F: 3 clusters Score -5410440 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -5411862.000000 Penalty: 3410.412598
	Iteration 5F: 3 clusters Score -5411862 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -5414450.000000 Penalty: 3410.412598
	Iteration 6F: 3 clusters Score -5414450 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -5419818.000000 Penalty: 3410.412598
	Iteration 7F: 3 clusters Score -5419818 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -5427291.000000 Penalty: 3410.412598
	Iteration 8F: 3 clusters Score -5427291 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -5432351.000000 Penalty: 3410.412598
	Iteration 9F: 3 clusters Score -5432351 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -5433839.500000 Penalty: 3410.412598
	Iteration 10Q: 3 clusters Score -5433840 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -5434051.500000 Penalty: 3410.412598
	Iteration 11Q: 3 clusters Score -5434052 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -5434101.500000 Penalty: 3410.412598
	Iteration 12Q: 3 clusters Score -5434102 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -5434134.000000 Penalty: 3410.412598
	Iteration 13Q: 3 clusters Score -5434134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -5434126.500000 Penalty: 3410.412598
	Iteration 14Q: 3 clusters Score -5434126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -5434129.000000 Penalty: 3410.412598
	Iteration 15Q: 3 clusters Score -5434129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -5434133.500000 Penalty: 3410.412598
	Iteration 16Q: 3 clusters Score -5434134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -5434141.000000 Penalty: 3410.412598
	Iteration 17Q: 3 clusters Score -5434141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -5434134.000000 Penalty: 3410.412598
	Iteration 18Q: 3 clusters Score -5434134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -5434128.500000 Penalty: 3410.412598
	Iteration 19Q: 3 clusters Score -5434128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -5434132.000000 Penalty: 3410.412598
	Iteration 20F: 3 clusters Score -5434132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -5434131.500000 Penalty: 3410.412598
	Iteration 21Q: 3 clusters Score -5434132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -5434130.500000 Penalty: 3410.412598
	Iteration 22Q: 3 clusters Score -5434130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -5434129.000000 Penalty: 3410.412598
	Iteration 23Q: 3 clusters Score -5434129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -5434118.000000 Penalty: 3410.412598
	Iteration 24Q: 3 clusters Score -5434118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -5434131.000000 Penalty: 3410.412598
	Iteration 25Q: 3 clusters Score -5434131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -5434132.000000 Penalty: 3410.412598
	Iteration 26Q: 3 clusters Score -5434132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -5434129.500000 Penalty: 3410.412598
	Iteration 27Q: 3 clusters Score -5434130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -5434131.000000 Penalty: 3410.412598
	Iteration 28Q: 3 clusters Score -5434131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -5434133.000000 Penalty: 3410.412598
	Iteration 29Q: 3 clusters Score -5434133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -5434132.500000 Penalty: 3410.412598
	Iteration 30Q: 3 clusters Score -5434132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -5434131.500000 Penalty: 3410.412598
	Iteration 31Q: 3 clusters Score -5434132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -5434128.000000 Penalty: 3410.412598
	Iteration 32Q: 3 clusters Score -5434128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -5434129.500000 Penalty: 3410.412598
	Iteration 33Q: 3 clusters Score -5434130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -5434134.500000 Penalty: 3410.412598
	Iteration 34Q: 3 clusters Score -5434134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -5434133.500000 Penalty: 3410.412598
	Iteration 35Q: 3 clusters Score -5434134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -5434133.500000 Penalty: 3410.412598
	Iteration 36F: 3 clusters Score -5434134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 8646 members 
Mstep: Class 14 contains 19356 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 32951 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 5169 members 
Mstep: Class 19 contains 638 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 26289 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 21036 members 
Mstep: Class 28 contains 6649 members 
Mstep: Class 29 contains 7561 members 
Mstep: Class 30 contains 17328 members 
Mstep: Class 31 contains 10509 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 2658 members 
Mstep: Class 42 contains 4937 members 
Mstep: Class 43 contains 33230 members 
Mstep: Class 44 contains 14920 members 
Mstep: Class 45 contains 18264 members 
Mstep: Class 46 contains 17527 members 
Mstep: Class 47 contains 28274 members 
Mstep: Class 48 contains 2498 members 
Mstep: Class 49 contains 13093 members 
Mstep: Class 50 contains 698 members 
Mstep: Class 51 contains 23412 members 
Mstep: Class 52 contains 1808 members 
Mstep: Class 53 contains 1107 members 
Mstep: Class 54 contains 9944 members 
Mstep: Class 55 contains 4419 members 
Mstep: Class 56 contains 2248 members 
Mstep: Class 57 contains 18755 members 
Entering Unmasked Estep 
Score: -85818984.000000 Penalty: 123255.414062
Splitting cluster 30 changes total score from -85624560.000000 to -85818984.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 31 (10509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Entering Unmasked Estep 
Score: -1337891.625000 Penalty: 1504.747925
	Iteration 0F: 2 clusters Score -1337892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1330566.500000 Penalty: 3009.495850
	Iteration 0F: 3 clusters Score -1330566 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1333113.500000 Penalty: 3009.495850
	Iteration 1F: 3 clusters Score -1333114 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1333539.125000 Penalty: 3009.495850
	Iteration 2F: 3 clusters Score -1333539 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1333907.125000 Penalty: 3009.495850
	Iteration 3F: 3 clusters Score -1333907 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1334267.750000 Penalty: 3009.495850
	Iteration 4F: 3 clusters Score -1334268 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1334600.875000 Penalty: 3009.495850
	Iteration 5F: 3 clusters Score -1334601 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1334929.750000 Penalty: 3009.495850
	Iteration 6Q: 3 clusters Score -1334930 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1335275.250000 Penalty: 3009.495850
	Iteration 7Q: 3 clusters Score -1335275 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1335635.500000 Penalty: 3009.495850
	Iteration 8Q: 3 clusters Score -1335636 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1335985.875000 Penalty: 3009.495850
	Iteration 9Q: 3 clusters Score -1335986 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1336282.625000 Penalty: 3009.495850
	Iteration 10Q: 3 clusters Score -1336283 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1336534.000000 Penalty: 3009.495850
	Iteration 11Q: 3 clusters Score -1336534 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1336779.875000 Penalty: 3009.495850
	Iteration 12Q: 3 clusters Score -1336780 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1337062.375000 Penalty: 3009.495850
	Iteration 13Q: 3 clusters Score -1337062 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1337399.125000 Penalty: 3009.495850
	Iteration 14Q: 3 clusters Score -1337399 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1337731.125000 Penalty: 3009.495850
	Iteration 15Q: 3 clusters Score -1337731 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1337970.625000 Penalty: 3009.495850
	Iteration 16Q: 3 clusters Score -1337971 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1338099.250000 Penalty: 3009.495850
	Iteration 17Q: 3 clusters Score -1338099 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1338147.125000 Penalty: 3009.495850
	Iteration 18Q: 3 clusters Score -1338147 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1338170.500000 Penalty: 3009.495850
	Iteration 19Q: 3 clusters Score -1338170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1338185.875000 Penalty: 3009.495850
	Iteration 20F: 3 clusters Score -1338186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1338198.500000 Penalty: 3009.495850
	Iteration 21Q: 3 clusters Score -1338198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1338205.125000 Penalty: 3009.495850
	Iteration 22Q: 3 clusters Score -1338205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1338212.250000 Penalty: 3009.495850
	Iteration 23Q: 3 clusters Score -1338212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1338214.750000 Penalty: 3009.495850
	Iteration 24Q: 3 clusters Score -1338215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1338219.625000 Penalty: 3009.495850
	Iteration 25Q: 3 clusters Score -1338220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1338221.750000 Penalty: 3009.495850
	Iteration 26Q: 3 clusters Score -1338222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1338219.500000 Penalty: 3009.495850
	Iteration 27Q: 3 clusters Score -1338220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1338222.750000 Penalty: 3009.495850
	Iteration 28Q: 3 clusters Score -1338223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1338223.125000 Penalty: 3009.495850
	Iteration 29Q: 3 clusters Score -1338223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1338223.875000 Penalty: 3009.495850
	Iteration 30Q: 3 clusters Score -1338224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1338223.875000 Penalty: 3009.495850
	Iteration 31F: 3 clusters Score -1338224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 8646 members 
Mstep: Class 14 contains 19356 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 32951 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 5169 members 
Mstep: Class 19 contains 638 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 26289 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 21036 members 
Mstep: Class 28 contains 6649 members 
Mstep: Class 29 contains 7561 members 
Mstep: Class 30 contains 17328 members 
Mstep: Class 31 contains 3390 members 
Mstep: Class 32 contains 10177 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 2658 members 
Mstep: Class 42 contains 4937 members 
Mstep: Class 43 contains 33230 members 
Mstep: Class 44 contains 14920 members 
Mstep: Class 45 contains 18264 members 
Mstep: Class 46 contains 17527 members 
Mstep: Class 47 contains 28274 members 
Mstep: Class 48 contains 2498 members 
Mstep: Class 49 contains 13093 members 
Mstep: Class 50 contains 698 members 
Mstep: Class 51 contains 23412 members 
Mstep: Class 52 contains 1808 members 
Mstep: Class 53 contains 1107 members 
Mstep: Class 54 contains 9944 members 
Mstep: Class 55 contains 4419 members 
Mstep: Class 56 contains 2248 members 
Mstep: Class 57 contains 18755 members 
Mstep: Class 58 contains 7119 members 
Entering Unmasked Estep 
Score: -85819016.000000 Penalty: 125417.796875
Splitting cluster 31 changes total score from -85624560.000000 to -85819016.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 32 (10177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Entering Unmasked Estep 
Score: -1337580.500000 Penalty: 1499.531372
	Iteration 0F: 2 clusters Score -1337580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1330410.500000 Penalty: 2999.062744
	Iteration 0F: 3 clusters Score -1330410 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1334070.625000 Penalty: 2999.062744
	Iteration 1F: 3 clusters Score -1334071 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1336274.125000 Penalty: 2999.062744
	Iteration 2F: 3 clusters Score -1336274 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1338190.250000 Penalty: 2999.062744
	Iteration 3F: 3 clusters Score -1338190 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1339306.375000 Penalty: 2999.062744
	Iteration 4F: 3 clusters Score -1339306 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1339821.875000 Penalty: 2999.062744
	Iteration 5F: 3 clusters Score -1339822 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1340077.625000 Penalty: 2999.062744
	Iteration 6Q: 3 clusters Score -1340078 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1340227.750000 Penalty: 2999.062744
	Iteration 7Q: 3 clusters Score -1340228 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1340341.875000 Penalty: 2999.062744
	Iteration 8Q: 3 clusters Score -1340342 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1340448.125000 Penalty: 2999.062744
	Iteration 9Q: 3 clusters Score -1340448 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1340558.750000 Penalty: 2999.062744
	Iteration 10Q: 3 clusters Score -1340559 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1340674.875000 Penalty: 2999.062744
	Iteration 11Q: 3 clusters Score -1340675 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1340803.250000 Penalty: 2999.062744
	Iteration 12Q: 3 clusters Score -1340803 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1340915.375000 Penalty: 2999.062744
	Iteration 13Q: 3 clusters Score -1340915 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1341024.375000 Penalty: 2999.062744
	Iteration 14Q: 3 clusters Score -1341024 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1341156.500000 Penalty: 2999.062744
	Iteration 15Q: 3 clusters Score -1341156 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1341293.625000 Penalty: 2999.062744
	Iteration 16Q: 3 clusters Score -1341294 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1341411.000000 Penalty: 2999.062744
	Iteration 17Q: 3 clusters Score -1341411 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1341535.750000 Penalty: 2999.062744
	Iteration 18Q: 3 clusters Score -1341536 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1341644.250000 Penalty: 2999.062744
	Iteration 19Q: 3 clusters Score -1341644 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1341736.500000 Penalty: 2999.062744
	Iteration 20F: 3 clusters Score -1341736 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1341831.500000 Penalty: 2999.062744
	Iteration 21Q: 3 clusters Score -1341832 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1341905.500000 Penalty: 2999.062744
	Iteration 22Q: 3 clusters Score -1341906 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1341955.875000 Penalty: 2999.062744
	Iteration 23Q: 3 clusters Score -1341956 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1342003.500000 Penalty: 2999.062744
	Iteration 24Q: 3 clusters Score -1342004 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1342051.625000 Penalty: 2999.062744
	Iteration 25Q: 3 clusters Score -1342052 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1342087.875000 Penalty: 2999.062744
	Iteration 26Q: 3 clusters Score -1342088 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1342115.375000 Penalty: 2999.062744
	Iteration 27Q: 3 clusters Score -1342115 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1342136.500000 Penalty: 2999.062744
	Iteration 28Q: 3 clusters Score -1342136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1342151.625000 Penalty: 2999.062744
	Iteration 29Q: 3 clusters Score -1342152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1342171.250000 Penalty: 2999.062744
	Iteration 30Q: 3 clusters Score -1342171 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1342181.250000 Penalty: 2999.062744
	Iteration 31Q: 3 clusters Score -1342181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1342186.625000 Penalty: 2999.062744
	Iteration 32Q: 3 clusters Score -1342187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1342190.375000 Penalty: 2999.062744
	Iteration 33Q: 3 clusters Score -1342190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1342193.375000 Penalty: 2999.062744
	Iteration 34Q: 3 clusters Score -1342193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1342195.875000 Penalty: 2999.062744
	Iteration 35Q: 3 clusters Score -1342196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1342194.500000 Penalty: 2999.062744
	Iteration 36Q: 3 clusters Score -1342194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1342196.625000 Penalty: 2999.062744
	Iteration 37Q: 3 clusters Score -1342197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1342199.000000 Penalty: 2999.062744
	Iteration 38Q: 3 clusters Score -1342199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1342200.250000 Penalty: 2999.062744
	Iteration 39Q: 3 clusters Score -1342200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1342199.000000 Penalty: 2999.062744
	Iteration 40F: 3 clusters Score -1342199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1342201.625000 Penalty: 2999.062744
	Iteration 41Q: 3 clusters Score -1342202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1342201.625000 Penalty: 2999.062744
	Iteration 42Q: 3 clusters Score -1342202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1342202.250000 Penalty: 2999.062744
	Iteration 43Q: 3 clusters Score -1342202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1342205.000000 Penalty: 2999.062744
	Iteration 44Q: 3 clusters Score -1342205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1342207.250000 Penalty: 2999.062744
	Iteration 45Q: 3 clusters Score -1342207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1342205.375000 Penalty: 2999.062744
	Iteration 46Q: 3 clusters Score -1342205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1342210.125000 Penalty: 2999.062744
	Iteration 47Q: 3 clusters Score -1342210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1342211.625000 Penalty: 2999.062744
	Iteration 48Q: 3 clusters Score -1342212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1342209.000000 Penalty: 2999.062744
	Iteration 49Q: 3 clusters Score -1342209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1342209.375000 Penalty: 2999.062744
	Iteration 50Q: 3 clusters Score -1342209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1342209.750000 Penalty: 2999.062744
	Iteration 51Q: 3 clusters Score -1342210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1342212.125000 Penalty: 2999.062744
	Iteration 52Q: 3 clusters Score -1342212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1342213.500000 Penalty: 2999.062744
	Iteration 53Q: 3 clusters Score -1342214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1342212.125000 Penalty: 2999.062744
	Iteration 54Q: 3 clusters Score -1342212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1342214.875000 Penalty: 2999.062744
	Iteration 55Q: 3 clusters Score -1342215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1342217.250000 Penalty: 2999.062744
	Iteration 56Q: 3 clusters Score -1342217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1342215.875000 Penalty: 2999.062744
	Iteration 57Q: 3 clusters Score -1342216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1342216.250000 Penalty: 2999.062744
	Iteration 58Q: 3 clusters Score -1342216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1342219.375000 Penalty: 2999.062744
	Iteration 59Q: 3 clusters Score -1342219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1342218.625000 Penalty: 2999.062744
	Iteration 60F: 3 clusters Score -1342219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1342219.125000 Penalty: 2999.062744
	Iteration 61Q: 3 clusters Score -1342219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1342218.250000 Penalty: 2999.062744
	Iteration 62Q: 3 clusters Score -1342218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1342218.250000 Penalty: 2999.062744
	Iteration 63Q: 3 clusters Score -1342218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1342218.250000 Penalty: 2999.062744
	Iteration 64F: 3 clusters Score -1342218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 8646 members 
Mstep: Class 14 contains 19356 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 32951 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 5169 members 
Mstep: Class 19 contains 638 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 26289 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 21036 members 
Mstep: Class 28 contains 6649 members 
Mstep: Class 29 contains 7561 members 
Mstep: Class 30 contains 17328 members 
Mstep: Class 31 contains 3390 members 
Mstep: Class 32 contains 1907 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 2658 members 
Mstep: Class 42 contains 4937 members 
Mstep: Class 43 contains 33230 members 
Mstep: Class 44 contains 14920 members 
Mstep: Class 45 contains 18264 members 
Mstep: Class 46 contains 17527 members 
Mstep: Class 47 contains 28274 members 
Mstep: Class 48 contains 2498 members 
Mstep: Class 49 contains 13093 members 
Mstep: Class 50 contains 698 members 
Mstep: Class 51 contains 23412 members 
Mstep: Class 52 contains 1808 members 
Mstep: Class 53 contains 1107 members 
Mstep: Class 54 contains 9944 members 
Mstep: Class 55 contains 4419 members 
Mstep: Class 56 contains 2248 members 
Mstep: Class 57 contains 18755 members 
Mstep: Class 58 contains 7119 members 
Mstep: Class 59 contains 8270 members 
Entering Unmasked Estep 
Score: -85822696.000000 Penalty: 127580.171875
Splitting cluster 32 changes total score from -85624560.000000 to -85822696.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 33 (4022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Entering Unmasked Estep 
Score: -524951.125000 Penalty: 1348.674438
	Iteration 0F: 2 clusters Score -524951.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -521695.593750 Penalty: 2697.348877
	Iteration 0F: 3 clusters Score -521695.6 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -523298.937500 Penalty: 2697.348877
	Iteration 1F: 3 clusters Score -523298.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -524308.062500 Penalty: 2697.348877
	Iteration 2F: 3 clusters Score -524308.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -525113.187500 Penalty: 2697.348877
	Iteration 3F: 3 clusters Score -525113.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -525546.500000 Penalty: 2697.348877
	Iteration 4F: 3 clusters Score -525546.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -525777.312500 Penalty: 2697.348877
	Iteration 5Q: 3 clusters Score -525777.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -525912.250000 Penalty: 2697.348877
	Iteration 6Q: 3 clusters Score -525912.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -525988.250000 Penalty: 2697.348877
	Iteration 7Q: 3 clusters Score -525988.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -526022.750000 Penalty: 2697.348877
	Iteration 8Q: 3 clusters Score -526022.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -526039.562500 Penalty: 2697.348877
	Iteration 9Q: 3 clusters Score -526039.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -526051.187500 Penalty: 2697.348877
	Iteration 10Q: 3 clusters Score -526051.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -526057.000000 Penalty: 2697.348877
	Iteration 11Q: 3 clusters Score -526057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -526061.500000 Penalty: 2697.348877
	Iteration 12Q: 3 clusters Score -526061.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -526062.375000 Penalty: 2697.348877
	Iteration 13Q: 3 clusters Score -526062.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -526063.250000 Penalty: 2697.348877
	Iteration 14Q: 3 clusters Score -526063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -526064.000000 Penalty: 2697.348877
	Iteration 15Q: 3 clusters Score -526064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -526064.937500 Penalty: 2697.348877
	Iteration 16Q: 3 clusters Score -526064.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -526065.750000 Penalty: 2697.348877
	Iteration 17Q: 3 clusters Score -526065.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -526067.250000 Penalty: 2697.348877
	Iteration 18Q: 3 clusters Score -526067.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -526068.125000 Penalty: 2697.348877
	Iteration 19Q: 3 clusters Score -526068.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -526069.437500 Penalty: 2697.348877
	Iteration 20F: 3 clusters Score -526069.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -526069.875000 Penalty: 2697.348877
	Iteration 21Q: 3 clusters Score -526069.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -526069.375000 Penalty: 2697.348877
	Iteration 22Q: 3 clusters Score -526069.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -526069.375000 Penalty: 2697.348877
	Iteration 23F: 3 clusters Score -526069.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 8646 members 
Mstep: Class 14 contains 19356 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 32951 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 5169 members 
Mstep: Class 19 contains 638 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 26289 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 21036 members 
Mstep: Class 28 contains 6649 members 
Mstep: Class 29 contains 7561 members 
Mstep: Class 30 contains 17328 members 
Mstep: Class 31 contains 3390 members 
Mstep: Class 32 contains 1907 members 
Mstep: Class 33 contains 2229 members 
Mstep: Class 34 contains 907 members 
Mstep: Class 35 contains 1630 members 
Mstep: Class 36 contains 16039 members 
Mstep: Class 37 contains 1474 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 2658 members 
Mstep: Class 42 contains 4937 members 
Mstep: Class 43 contains 33230 members 
Mstep: Class 44 contains 14920 members 
Mstep: Class 45 contains 18264 members 
Mstep: Class 46 contains 17527 members 
Mstep: Class 47 contains 28274 members 
Mstep: Class 48 contains 2498 members 
Mstep: Class 49 contains 13093 members 
Mstep: Class 50 contains 698 members 
Mstep: Class 51 contains 23412 members 
Mstep: Class 52 contains 1808 members 
Mstep: Class 53 contains 1107 members 
Mstep: Class 54 contains 9944 members 
Mstep: Class 55 contains 4419 members 
Mstep: Class 56 contains 2248 members 
Mstep: Class 57 contains 18755 members 
Mstep: Class 58 contains 7119 members 
Mstep: Class 59 contains 8270 members 
Mstep: Class 60 contains 1793 members 
Entering Unmasked Estep 
Score: -85822984.000000 Penalty: 129742.546875
Splitting cluster 33 changes total score from -85624560.000000 to -85822984.000000
So it's getting split into cluster 60.
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 18456 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 114 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 8646 members 
Mstep: Class 14 contains 19356 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 32951 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 5169 members 
Mstep: Class 19 contains 638 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 26289 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 17104 members 
Mstep: Class 26 contains 25748 members 
Mstep: Class 27 contains 21036 members 
Mstep: Class 28 contains 6649 members 
Mstep: Class 29 contains 7561 members 
Mstep: Class 30 contains 17328 members 
Mstep: Class 31 contains 3390 members 
Mstep: Class 32 contains 1907 members 
Mstep: Class 33 contains 2229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85851288.000000 Penalty: 129742.546875
Iteration 79Q: 61 clusters Score -8.585129e+07 nChanged 25611
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 17703 members 
Mstep: Class 4 contains 1604 members 
Mstep: Class 5 contains 20115 members 
Mstep: Class 6 contains 4199 members 
Mstep: Class 7 contains 15029 members 
Mstep: Class 8 contains 156 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 6995 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 27583 members 
Mstep: Class 13 contains 9286 members 
Mstep: Class 14 contains 19599 members 
Mstep: Class 15 contains 15476 members 
Mstep: Class 16 contains 34112 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 1808 members 
Mstep: Class 21 contains 27077 members 
Mstep: Class 22 contains 4213 members 
Mstep: Class 23 contains 355 members 
Mstep: Class 24 contains 11723 members 
Mstep: Class 25 contains 16655 members 
Mstep: Class 26 contains 25509 members 
Mstep: Class 27 contains 21086 members 
Mstep: Class 28 contains 6837 members 
Mstep: Class 29 contains 7764 members 
Mstep: Class 30 contains 16412 members 
Mstep: Class 31 contains 3512 members 
Mstep: Class 32 contains 2159 members 
Mstep: Class 33 contains 2447 members 
Mstep: Class 34 contains 1045 members 
Mstep: Class 35 contains 1661 members 
Mstep: Class 36 contains 14862 members 
Mstep: Class 37 contains 1493 members 
Mstep: Class 38 contains 28816 members 
Mstep: Class 39 contains 2460 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 2550 members 
Mstep: Class 42 contains 4383 members 
Mstep: Class 43 contains 32683 members 
Mstep: Class 44 contains 13658 members 
Mstep: Class 45 contains 16751 members 
Mstep: Class 46 contains 16680 members 
Mstep: Class 47 contains 28599 members 
Mstep: Class 48 contains 2227 members 
Mstep: Class 49 contains 12559 members 
Mstep: Class 50 contains 674 members 
Mstep: Class 51 contains 23171 members 
Mstep: Class 52 contains 1667 members 
Mstep: Class 53 contains 1218 members 
Mstep: Class 54 contains 9410 members 
Mstep: Class 55 contains 4501 members 
Mstep: Class 56 contains 2253 members 
Mstep: Class 57 contains 18229 members 
Mstep: Class 58 contains 6822 members 
Mstep: Class 59 contains 7997 members 
Mstep: Class 60 contains 1595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85872312.000000 Penalty: 129742.546875
Iteration 80F: 61 clusters Score -8.587231e+07 nChanged 20519
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 17930 members 
Mstep: Class 4 contains 1449 members 
Mstep: Class 5 contains 21063 members 
Mstep: Class 6 contains 4052 members 
Mstep: Class 7 contains 14907 members 
Mstep: Class 8 contains 181 members 
Mstep: Class 9 contains 11280 members 
Mstep: Class 10 contains 6963 members 
Mstep: Class 11 contains 1327 members 
Mstep: Class 12 contains 28218 members 
Mstep: Class 13 contains 9409 members 
Mstep: Class 14 contains 18226 members 
Mstep: Class 15 contains 15477 members 
Mstep: Class 16 contains 34346 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 4986 members 
Mstep: Class 19 contains 753 members 
Mstep: Class 20 contains 1783 members 
Mstep: Class 21 contains 26829 members 
Mstep: Class 22 contains 4288 members 
Mstep: Class 23 contains 364 members 
Mstep: Class 24 contains 11359 members 
Mstep: Class 25 contains 15843 members 
Mstep: Class 26 contains 25288 members 
Mstep: Class 27 contains 19820 members 
Mstep: Class 28 contains 6669 members 
Mstep: Class 29 contains 7723 members 
Mstep: Class 30 contains 15853 members 
Mstep: Class 31 contains 3543 members 
Mstep: Class 32 contains 2142 members 
Mstep: Class 33 contains 2488 members 
Mstep: Class 34 contains 1353 members 
Mstep: Class 35 contains 1917 members 
Mstep: Class 36 contains 15016 members 
Mstep: Class 37 contains 1599 members 
Mstep: Class 38 contains 29781 members 
Mstep: Class 39 contains 2523 members 
Mstep: Class 40 contains 182 members 
Mstep: Class 41 contains 2615 members 
Mstep: Class 42 contains 4238 members 
Mstep: Class 43 contains 33553 members 
Mstep: Class 44 contains 13670 members 
Mstep: Class 45 contains 16192 members 
Mstep: Class 46 contains 16927 members 
Mstep: Class 47 contains 28852 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 12613 members 
Mstep: Class 50 contains 715 members 
Mstep: Class 51 contains 23242 members 
Mstep: Class 52 contains 1742 members 
Mstep: Class 53 contains 1428 members 
Mstep: Class 54 contains 9480 members 
Mstep: Class 55 contains 4785 members 
Mstep: Class 56 contains 2454 members 
Mstep: Class 57 contains 18223 members 
Mstep: Class 58 contains 6730 members 
Mstep: Class 59 contains 8000 members 
Mstep: Class 60 contains 1604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85877984.000000 Penalty: 129742.546875
Iteration 81Q: 61 clusters Score -8.587798e+07 nChanged 11240
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1453 members 
Mstep: Class 3 contains 18096 members 
Mstep: Class 4 contains 1390 members 
Mstep: Class 5 contains 21810 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 14873 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 11255 members 
Mstep: Class 10 contains 6933 members 
Mstep: Class 11 contains 1363 members 
Mstep: Class 12 contains 28873 members 
Mstep: Class 13 contains 9449 members 
Mstep: Class 14 contains 17301 members 
Mstep: Class 15 contains 15516 members 
Mstep: Class 16 contains 34450 members 
Mstep: Class 17 contains 2158 members 
Mstep: Class 18 contains 4852 members 
Mstep: Class 19 contains 794 members 
Mstep: Class 20 contains 1792 members 
Mstep: Class 21 contains 26649 members 
Mstep: Class 22 contains 4345 members 
Mstep: Class 23 contains 376 members 
Mstep: Class 24 contains 11228 members 
Mstep: Class 25 contains 15368 members 
Mstep: Class 26 contains 25171 members 
Mstep: Class 27 contains 18967 members 
Mstep: Class 28 contains 6610 members 
Mstep: Class 29 contains 7719 members 
Mstep: Class 30 contains 15506 members 
Mstep: Class 31 contains 3569 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 2530 members 
Mstep: Class 34 contains 1556 members 
Mstep: Class 35 contains 2017 members 
Mstep: Class 36 contains 15091 members 
Mstep: Class 37 contains 1647 members 
Mstep: Class 38 contains 30327 members 
Mstep: Class 39 contains 2534 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 2650 members 
Mstep: Class 42 contains 4150 members 
Mstep: Class 43 contains 33715 members 
Mstep: Class 44 contains 13662 members 
Mstep: Class 45 contains 15873 members 
Mstep: Class 46 contains 17131 members 
Mstep: Class 47 contains 28924 members 
Mstep: Class 48 contains 2095 members 
Mstep: Class 49 contains 12558 members 
Mstep: Class 50 contains 737 members 
Mstep: Class 51 contains 23179 members 
Mstep: Class 52 contains 1751 members 
Mstep: Class 53 contains 1540 members 
Mstep: Class 54 contains 9650 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 2569 members 
Mstep: Class 57 contains 18344 members 
Mstep: Class 58 contains 6680 members 
Mstep: Class 59 contains 7986 members 
Mstep: Class 60 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85881296.000000 Penalty: 129742.546875
Iteration 82Q: 61 clusters Score -8.58813e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 18264 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 22404 members 
Mstep: Class 6 contains 3870 members 
Mstep: Class 7 contains 14860 members 
Mstep: Class 8 contains 191 members 
Mstep: Class 9 contains 11238 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 29404 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 16600 members 
Mstep: Class 15 contains 15553 members 
Mstep: Class 16 contains 34453 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 4737 members 
Mstep: Class 19 contains 829 members 
Mstep: Class 20 contains 1778 members 
Mstep: Class 21 contains 26526 members 
Mstep: Class 22 contains 4380 members 
Mstep: Class 23 contains 395 members 
Mstep: Class 24 contains 11148 members 
Mstep: Class 25 contains 15024 members 
Mstep: Class 26 contains 25116 members 
Mstep: Class 27 contains 18359 members 
Mstep: Class 28 contains 6587 members 
Mstep: Class 29 contains 7716 members 
Mstep: Class 30 contains 15306 members 
Mstep: Class 31 contains 3602 members 
Mstep: Class 32 contains 2176 members 
Mstep: Class 33 contains 2573 members 
Mstep: Class 34 contains 1692 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 15094 members 
Mstep: Class 37 contains 1673 members 
Mstep: Class 38 contains 30687 members 
Mstep: Class 39 contains 2546 members 
Mstep: Class 40 contains 184 members 
Mstep: Class 41 contains 2681 members 
Mstep: Class 42 contains 4119 members 
Mstep: Class 43 contains 33655 members 
Mstep: Class 44 contains 13656 members 
Mstep: Class 45 contains 15637 members 
Mstep: Class 46 contains 17290 members 
Mstep: Class 47 contains 28927 members 
Mstep: Class 48 contains 2087 members 
Mstep: Class 49 contains 12524 members 
Mstep: Class 50 contains 746 members 
Mstep: Class 51 contains 23088 members 
Mstep: Class 52 contains 1740 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 9900 members 
Mstep: Class 55 contains 4971 members 
Mstep: Class 56 contains 2657 members 
Mstep: Class 57 contains 18507 members 
Mstep: Class 58 contains 6644 members 
Mstep: Class 59 contains 7959 members 
Mstep: Class 60 contains 1579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85883352.000000 Penalty: 129742.546875
Iteration 83Q: 61 clusters Score -8.588335e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 18418 members 
Mstep: Class 4 contains 1346 members 
Mstep: Class 5 contains 22907 members 
Mstep: Class 6 contains 3818 members 
Mstep: Class 7 contains 14842 members 
Mstep: Class 8 contains 193 members 
Mstep: Class 9 contains 11227 members 
Mstep: Class 10 contains 6820 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 29790 members 
Mstep: Class 13 contains 9341 members 
Mstep: Class 14 contains 16041 members 
Mstep: Class 15 contains 15576 members 
Mstep: Class 16 contains 34407 members 
Mstep: Class 17 contains 2230 members 
Mstep: Class 18 contains 4633 members 
Mstep: Class 19 contains 866 members 
Mstep: Class 20 contains 1770 members 
Mstep: Class 21 contains 26461 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 11087 members 
Mstep: Class 25 contains 14789 members 
Mstep: Class 26 contains 25089 members 
Mstep: Class 27 contains 17949 members 
Mstep: Class 28 contains 6584 members 
Mstep: Class 29 contains 7724 members 
Mstep: Class 30 contains 15171 members 
Mstep: Class 31 contains 3635 members 
Mstep: Class 32 contains 2187 members 
Mstep: Class 33 contains 2626 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 2106 members 
Mstep: Class 36 contains 15070 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 30947 members 
Mstep: Class 39 contains 2552 members 
Mstep: Class 40 contains 184 members 
Mstep: Class 41 contains 2711 members 
Mstep: Class 42 contains 4084 members 
Mstep: Class 43 contains 33496 members 
Mstep: Class 44 contains 13659 members 
Mstep: Class 45 contains 15453 members 
Mstep: Class 46 contains 17421 members 
Mstep: Class 47 contains 28933 members 
Mstep: Class 48 contains 2074 members 
Mstep: Class 49 contains 12522 members 
Mstep: Class 50 contains 749 members 
Mstep: Class 51 contains 22971 members 
Mstep: Class 52 contains 1729 members 
Mstep: Class 53 contains 1686 members 
Mstep: Class 54 contains 10186 members 
Mstep: Class 55 contains 5015 members 
Mstep: Class 56 contains 2724 members 
Mstep: Class 57 contains 18663 members 
Mstep: Class 58 contains 6627 members 
Mstep: Class 59 contains 7931 members 
Mstep: Class 60 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85885008.000000 Penalty: 129742.546875
Iteration 84Q: 61 clusters Score -8.588501e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 3 contains 18539 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 5 contains 23306 members 
Mstep: Class 6 contains 3773 members 
Mstep: Class 7 contains 14823 members 
Mstep: Class 8 contains 196 members 
Mstep: Class 9 contains 11222 members 
Mstep: Class 10 contains 6767 members 
Mstep: Class 11 contains 1418 members 
Mstep: Class 12 contains 30059 members 
Mstep: Class 13 contains 9246 members 
Mstep: Class 14 contains 15580 members 
Mstep: Class 15 contains 15594 members 
Mstep: Class 16 contains 34314 members 
Mstep: Class 17 contains 2241 members 
Mstep: Class 18 contains 4520 members 
Mstep: Class 19 contains 883 members 
Mstep: Class 20 contains 1757 members 
Mstep: Class 21 contains 26440 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 423 members 
Mstep: Class 24 contains 11042 members 
Mstep: Class 25 contains 14616 members 
Mstep: Class 26 contains 25074 members 
Mstep: Class 27 contains 17660 members 
Mstep: Class 28 contains 6573 members 
Mstep: Class 29 contains 7727 members 
Mstep: Class 30 contains 15077 members 
Mstep: Class 31 contains 3660 members 
Mstep: Class 32 contains 2209 members 
Mstep: Class 33 contains 2645 members 
Mstep: Class 34 contains 1845 members 
Mstep: Class 35 contains 2125 members 
Mstep: Class 36 contains 15092 members 
Mstep: Class 37 contains 1693 members 
Mstep: Class 38 contains 31196 members 
Mstep: Class 39 contains 2551 members 
Mstep: Class 40 contains 184 members 
Mstep: Class 41 contains 2734 members 
Mstep: Class 42 contains 4064 members 
Mstep: Class 43 contains 33355 members 
Mstep: Class 44 contains 13657 members 
Mstep: Class 45 contains 15265 members 
Mstep: Class 46 contains 17529 members 
Mstep: Class 47 contains 28933 members 
Mstep: Class 48 contains 2065 members 
Mstep: Class 49 contains 12549 members 
Mstep: Class 50 contains 756 members 
Mstep: Class 51 contains 22837 members 
Mstep: Class 52 contains 1714 members 
Mstep: Class 53 contains 1762 members 
Mstep: Class 54 contains 10433 members 
Mstep: Class 55 contains 5047 members 
Mstep: Class 56 contains 2770 members 
Mstep: Class 57 contains 18838 members 
Mstep: Class 58 contains 6617 members 
Mstep: Class 59 contains 7911 members 
Mstep: Class 60 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85885616.000000 Penalty: 129742.546875
Iteration 85Q: 61 clusters Score -8.588562e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 18657 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 23639 members 
Mstep: Class 6 contains 3747 members 
Mstep: Class 7 contains 14810 members 
Mstep: Class 8 contains 199 members 
Mstep: Class 9 contains 11223 members 
Mstep: Class 10 contains 6725 members 
Mstep: Class 11 contains 1435 members 
Mstep: Class 12 contains 30247 members 
Mstep: Class 13 contains 9167 members 
Mstep: Class 14 contains 15144 members 
Mstep: Class 15 contains 15612 members 
Mstep: Class 16 contains 34204 members 
Mstep: Class 17 contains 2259 members 
Mstep: Class 18 contains 4423 members 
Mstep: Class 19 contains 897 members 
Mstep: Class 20 contains 1737 members 
Mstep: Class 21 contains 26445 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 11002 members 
Mstep: Class 25 contains 14463 members 
Mstep: Class 26 contains 25055 members 
Mstep: Class 27 contains 17473 members 
Mstep: Class 28 contains 6573 members 
Mstep: Class 29 contains 7727 members 
Mstep: Class 30 contains 15001 members 
Mstep: Class 31 contains 3675 members 
Mstep: Class 32 contains 2224 members 
Mstep: Class 33 contains 2676 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 2159 members 
Mstep: Class 36 contains 15110 members 
Mstep: Class 37 contains 1700 members 
Mstep: Class 38 contains 31459 members 
Mstep: Class 39 contains 2557 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 2762 members 
Mstep: Class 42 contains 4045 members 
Mstep: Class 43 contains 33204 members 
Mstep: Class 44 contains 13648 members 
Mstep: Class 45 contains 15093 members 
Mstep: Class 46 contains 17612 members 
Mstep: Class 47 contains 28953 members 
Mstep: Class 48 contains 2062 members 
Mstep: Class 49 contains 12572 members 
Mstep: Class 50 contains 765 members 
Mstep: Class 51 contains 22719 members 
Mstep: Class 52 contains 1704 members 
Mstep: Class 53 contains 1836 members 
Mstep: Class 54 contains 10633 members 
Mstep: Class 55 contains 5066 members 
Mstep: Class 56 contains 2791 members 
Mstep: Class 57 contains 18994 members 
Mstep: Class 58 contains 6611 members 
Mstep: Class 59 contains 7887 members 
Mstep: Class 60 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85886408.000000 Penalty: 129742.546875
Iteration 86Q: 61 clusters Score -8.588641e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1485 members 
Mstep: Class 3 contains 18762 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 23954 members 
Mstep: Class 6 contains 3729 members 
Mstep: Class 7 contains 14806 members 
Mstep: Class 8 contains 202 members 
Mstep: Class 9 contains 11216 members 
Mstep: Class 10 contains 6670 members 
Mstep: Class 11 contains 1447 members 
Mstep: Class 12 contains 30415 members 
Mstep: Class 13 contains 9102 members 
Mstep: Class 14 contains 14752 members 
Mstep: Class 15 contains 15636 members 
Mstep: Class 16 contains 34102 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 4334 members 
Mstep: Class 19 contains 902 members 
Mstep: Class 20 contains 1724 members 
Mstep: Class 21 contains 26439 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 445 members 
Mstep: Class 24 contains 10972 members 
Mstep: Class 25 contains 14330 members 
Mstep: Class 26 contains 25036 members 
Mstep: Class 27 contains 17327 members 
Mstep: Class 28 contains 6569 members 
Mstep: Class 29 contains 7730 members 
Mstep: Class 30 contains 14954 members 
Mstep: Class 31 contains 3689 members 
Mstep: Class 32 contains 2235 members 
Mstep: Class 33 contains 2713 members 
Mstep: Class 34 contains 1933 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 15124 members 
Mstep: Class 37 contains 1702 members 
Mstep: Class 38 contains 31692 members 
Mstep: Class 39 contains 2562 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 2785 members 
Mstep: Class 42 contains 4036 members 
Mstep: Class 43 contains 33037 members 
Mstep: Class 44 contains 13625 members 
Mstep: Class 45 contains 14933 members 
Mstep: Class 46 contains 17665 members 
Mstep: Class 47 contains 28955 members 
Mstep: Class 48 contains 2060 members 
Mstep: Class 49 contains 12584 members 
Mstep: Class 50 contains 770 members 
Mstep: Class 51 contains 22642 members 
Mstep: Class 52 contains 1694 members 
Mstep: Class 53 contains 1904 members 
Mstep: Class 54 contains 10831 members 
Mstep: Class 55 contains 5082 members 
Mstep: Class 56 contains 2804 members 
Mstep: Class 57 contains 19144 members 
Mstep: Class 58 contains 6601 members 
Mstep: Class 59 contains 7865 members 
Mstep: Class 60 contains 1543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85887192.000000 Penalty: 129742.546875
Iteration 87Q: 61 clusters Score -8.588719e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 18836 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 24253 members 
Mstep: Class 6 contains 3713 members 
Mstep: Class 7 contains 14800 members 
Mstep: Class 8 contains 204 members 
Mstep: Class 9 contains 11213 members 
Mstep: Class 10 contains 6618 members 
Mstep: Class 11 contains 1457 members 
Mstep: Class 12 contains 30565 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 14 contains 14416 members 
Mstep: Class 15 contains 15651 members 
Mstep: Class 16 contains 34000 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 4190 members 
Mstep: Class 19 contains 904 members 
Mstep: Class 20 contains 1718 members 
Mstep: Class 21 contains 26435 members 
Mstep: Class 22 contains 4439 members 
Mstep: Class 23 contains 457 members 
Mstep: Class 24 contains 10955 members 
Mstep: Class 25 contains 14245 members 
Mstep: Class 26 contains 25024 members 
Mstep: Class 27 contains 17216 members 
Mstep: Class 28 contains 6572 members 
Mstep: Class 29 contains 7720 members 
Mstep: Class 30 contains 14911 members 
Mstep: Class 31 contains 3685 members 
Mstep: Class 32 contains 2249 members 
Mstep: Class 33 contains 2738 members 
Mstep: Class 34 contains 1959 members 
Mstep: Class 35 contains 2194 members 
Mstep: Class 36 contains 15153 members 
Mstep: Class 37 contains 1703 members 
Mstep: Class 38 contains 31892 members 
Mstep: Class 39 contains 2571 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 2802 members 
Mstep: Class 42 contains 4033 members 
Mstep: Class 43 contains 32900 members 
Mstep: Class 44 contains 13586 members 
Mstep: Class 45 contains 14775 members 
Mstep: Class 46 contains 17716 members 
Mstep: Class 47 contains 28965 members 
Mstep: Class 48 contains 2067 members 
Mstep: Class 49 contains 12635 members 
Mstep: Class 50 contains 771 members 
Mstep: Class 51 contains 22576 members 
Mstep: Class 52 contains 1680 members 
Mstep: Class 53 contains 1997 members 
Mstep: Class 54 contains 10994 members 
Mstep: Class 55 contains 5086 members 
Mstep: Class 56 contains 2813 members 
Mstep: Class 57 contains 19282 members 
Mstep: Class 58 contains 6603 members 
Mstep: Class 59 contains 7845 members 
Mstep: Class 60 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85887776.000000 Penalty: 129742.546875
Iteration 88Q: 61 clusters Score -8.588778e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1537 members 
Mstep: Class 3 contains 18910 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 24537 members 
Mstep: Class 6 contains 3695 members 
Mstep: Class 7 contains 14797 members 
Mstep: Class 8 contains 206 members 
Mstep: Class 9 contains 11209 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 30645 members 
Mstep: Class 13 contains 8970 members 
Mstep: Class 14 contains 14100 members 
Mstep: Class 15 contains 15665 members 
Mstep: Class 16 contains 33902 members 
Mstep: Class 17 contains 2283 members 
Mstep: Class 18 contains 4047 members 
Mstep: Class 19 contains 907 members 
Mstep: Class 20 contains 1713 members 
Mstep: Class 21 contains 26443 members 
Mstep: Class 22 contains 4443 members 
Mstep: Class 23 contains 468 members 
Mstep: Class 24 contains 10939 members 
Mstep: Class 25 contains 14179 members 
Mstep: Class 26 contains 25024 members 
Mstep: Class 27 contains 17124 members 
Mstep: Class 28 contains 6571 members 
Mstep: Class 29 contains 7716 members 
Mstep: Class 30 contains 14851 members 
Mstep: Class 31 contains 3683 members 
Mstep: Class 32 contains 2266 members 
Mstep: Class 33 contains 2739 members 
Mstep: Class 34 contains 1977 members 
Mstep: Class 35 contains 2196 members 
Mstep: Class 36 contains 15185 members 
Mstep: Class 37 contains 1703 members 
Mstep: Class 38 contains 32088 members 
Mstep: Class 39 contains 2580 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 2816 members 
Mstep: Class 42 contains 4030 members 
Mstep: Class 43 contains 32778 members 
Mstep: Class 44 contains 13556 members 
Mstep: Class 45 contains 14615 members 
Mstep: Class 46 contains 17752 members 
Mstep: Class 47 contains 28976 members 
Mstep: Class 48 contains 2080 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 771 members 
Mstep: Class 51 contains 22515 members 
Mstep: Class 52 contains 1665 members 
Mstep: Class 53 contains 2104 members 
Mstep: Class 54 contains 11147 members 
Mstep: Class 55 contains 5097 members 
Mstep: Class 56 contains 2817 members 
Mstep: Class 57 contains 19417 members 
Mstep: Class 58 contains 6599 members 
Mstep: Class 59 contains 7811 members 
Mstep: Class 60 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85888424.000000 Penalty: 129742.546875
Iteration 89Q: 61 clusters Score -8.588842e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 18977 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 24743 members 
Mstep: Class 6 contains 3685 members 
Mstep: Class 7 contains 14795 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 11197 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 30702 members 
Mstep: Class 13 contains 8938 members 
Mstep: Class 14 contains 13795 members 
Mstep: Class 15 contains 15688 members 
Mstep: Class 16 contains 33806 members 
Mstep: Class 17 contains 2285 members 
Mstep: Class 18 contains 3885 members 
Mstep: Class 19 contains 911 members 
Mstep: Class 20 contains 1718 members 
Mstep: Class 21 contains 26417 members 
Mstep: Class 22 contains 4453 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 10922 members 
Mstep: Class 25 contains 14106 members 
Mstep: Class 26 contains 25017 members 
Mstep: Class 27 contains 17046 members 
Mstep: Class 28 contains 6573 members 
Mstep: Class 29 contains 7711 members 
Mstep: Class 30 contains 14795 members 
Mstep: Class 31 contains 3672 members 
Mstep: Class 32 contains 2280 members 
Mstep: Class 33 contains 2757 members 
Mstep: Class 34 contains 1995 members 
Mstep: Class 35 contains 2211 members 
Mstep: Class 36 contains 15193 members 
Mstep: Class 37 contains 1704 members 
Mstep: Class 38 contains 32341 members 
Mstep: Class 39 contains 2578 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 2825 members 
Mstep: Class 42 contains 4025 members 
Mstep: Class 43 contains 32673 members 
Mstep: Class 44 contains 13537 members 
Mstep: Class 45 contains 14469 members 
Mstep: Class 46 contains 17786 members 
Mstep: Class 47 contains 28991 members 
Mstep: Class 48 contains 2093 members 
Mstep: Class 49 contains 12747 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 22483 members 
Mstep: Class 52 contains 1656 members 
Mstep: Class 53 contains 2217 members 
Mstep: Class 54 contains 11281 members 
Mstep: Class 55 contains 5114 members 
Mstep: Class 56 contains 2825 members 
Mstep: Class 57 contains 19553 members 
Mstep: Class 58 contains 6599 members 
Mstep: Class 59 contains 7772 members 
Mstep: Class 60 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85889296.000000 Penalty: 129742.546875
Iteration 90Q: 61 clusters Score -8.58893e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 19019 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 24964 members 
Mstep: Class 6 contains 3667 members 
Mstep: Class 7 contains 14797 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 11193 members 
Mstep: Class 10 contains 6511 members 
Mstep: Class 11 contains 1484 members 
Mstep: Class 12 contains 30759 members 
Mstep: Class 13 contains 8906 members 
Mstep: Class 14 contains 13519 members 
Mstep: Class 15 contains 15711 members 
Mstep: Class 16 contains 33728 members 
Mstep: Class 17 contains 2285 members 
Mstep: Class 18 contains 3808 members 
Mstep: Class 19 contains 921 members 
Mstep: Class 20 contains 1716 members 
Mstep: Class 21 contains 26383 members 
Mstep: Class 22 contains 4462 members 
Mstep: Class 23 contains 491 members 
Mstep: Class 24 contains 10900 members 
Mstep: Class 25 contains 14032 members 
Mstep: Class 26 contains 25012 members 
Mstep: Class 27 contains 16975 members 
Mstep: Class 28 contains 6591 members 
Mstep: Class 29 contains 7701 members 
Mstep: Class 30 contains 14746 members 
Mstep: Class 31 contains 3663 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 2765 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 2221 members 
Mstep: Class 36 contains 15187 members 
Mstep: Class 37 contains 1706 members 
Mstep: Class 38 contains 32549 members 
Mstep: Class 39 contains 2582 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 2828 members 
Mstep: Class 42 contains 4018 members 
Mstep: Class 43 contains 32572 members 
Mstep: Class 44 contains 13549 members 
Mstep: Class 45 contains 14323 members 
Mstep: Class 46 contains 17817 members 
Mstep: Class 47 contains 28976 members 
Mstep: Class 48 contains 2111 members 
Mstep: Class 49 contains 12807 members 
Mstep: Class 50 contains 771 members 
Mstep: Class 51 contains 22463 members 
Mstep: Class 52 contains 1631 members 
Mstep: Class 53 contains 2272 members 
Mstep: Class 54 contains 11415 members 
Mstep: Class 55 contains 5123 members 
Mstep: Class 56 contains 2828 members 
Mstep: Class 57 contains 19690 members 
Mstep: Class 58 contains 6601 members 
Mstep: Class 59 contains 7731 members 
Mstep: Class 60 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85889768.000000 Penalty: 129742.546875
Iteration 91Q: 61 clusters Score -8.588977e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 19063 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 25194 members 
Mstep: Class 6 contains 3650 members 
Mstep: Class 7 contains 14798 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 11178 members 
Mstep: Class 10 contains 6476 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 30807 members 
Mstep: Class 13 contains 8871 members 
Mstep: Class 14 contains 13252 members 
Mstep: Class 15 contains 15734 members 
Mstep: Class 16 contains 33650 members 
Mstep: Class 17 contains 2284 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 927 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 26337 members 
Mstep: Class 22 contains 4470 members 
Mstep: Class 23 contains 499 members 
Mstep: Class 24 contains 10872 members 
Mstep: Class 25 contains 13967 members 
Mstep: Class 26 contains 25010 members 
Mstep: Class 27 contains 16924 members 
Mstep: Class 28 contains 6610 members 
Mstep: Class 29 contains 7692 members 
Mstep: Class 30 contains 14696 members 
Mstep: Class 31 contains 3659 members 
Mstep: Class 32 contains 2308 members 
Mstep: Class 33 contains 2792 members 
Mstep: Class 34 contains 2035 members 
Mstep: Class 35 contains 2244 members 
Mstep: Class 36 contains 15187 members 
Mstep: Class 37 contains 1710 members 
Mstep: Class 38 contains 32728 members 
Mstep: Class 39 contains 2580 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 2822 members 
Mstep: Class 42 contains 4012 members 
Mstep: Class 43 contains 32474 members 
Mstep: Class 44 contains 13541 members 
Mstep: Class 45 contains 14187 members 
Mstep: Class 46 contains 17842 members 
Mstep: Class 47 contains 28976 members 
Mstep: Class 48 contains 2122 members 
Mstep: Class 49 contains 12845 members 
Mstep: Class 50 contains 771 members 
Mstep: Class 51 contains 22460 members 
Mstep: Class 52 contains 1608 members 
Mstep: Class 53 contains 2302 members 
Mstep: Class 54 contains 11543 members 
Mstep: Class 55 contains 5125 members 
Mstep: Class 56 contains 2831 members 
Mstep: Class 57 contains 19824 members 
Mstep: Class 58 contains 6596 members 
Mstep: Class 59 contains 7691 members 
Mstep: Class 60 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85890376.000000 Penalty: 129742.546875
Iteration 92Q: 61 clusters Score -8.589038e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1623 members 
Mstep: Class 3 contains 19079 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 25419 members 
Mstep: Class 6 contains 3627 members 
Mstep: Class 7 contains 14801 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 6432 members 
Mstep: Class 11 contains 1498 members 
Mstep: Class 12 contains 30824 members 
Mstep: Class 13 contains 8856 members 
Mstep: Class 14 contains 13026 members 
Mstep: Class 15 contains 15764 members 
Mstep: Class 16 contains 33579 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 3770 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 20 contains 1721 members 
Mstep: Class 21 contains 26287 members 
Mstep: Class 22 contains 4477 members 
Mstep: Class 23 contains 508 members 
Mstep: Class 24 contains 10862 members 
Mstep: Class 25 contains 13895 members 
Mstep: Class 26 contains 24996 members 
Mstep: Class 27 contains 16879 members 
Mstep: Class 28 contains 6635 members 
Mstep: Class 29 contains 7692 members 
Mstep: Class 30 contains 14647 members 
Mstep: Class 31 contains 3660 members 
Mstep: Class 32 contains 2318 members 
Mstep: Class 33 contains 2818 members 
Mstep: Class 34 contains 2037 members 
Mstep: Class 35 contains 2272 members 
Mstep: Class 36 contains 15172 members 
Mstep: Class 37 contains 1718 members 
Mstep: Class 38 contains 32848 members 
Mstep: Class 39 contains 2580 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 2831 members 
Mstep: Class 42 contains 4008 members 
Mstep: Class 43 contains 32409 members 
Mstep: Class 44 contains 13556 members 
Mstep: Class 45 contains 14069 members 
Mstep: Class 46 contains 17858 members 
Mstep: Class 47 contains 28985 members 
Mstep: Class 48 contains 2146 members 
Mstep: Class 49 contains 12872 members 
Mstep: Class 50 contains 771 members 
Mstep: Class 51 contains 22456 members 
Mstep: Class 52 contains 1596 members 
Mstep: Class 53 contains 2312 members 
Mstep: Class 54 contains 11668 members 
Mstep: Class 55 contains 5130 members 
Mstep: Class 56 contains 2835 members 
Mstep: Class 57 contains 19934 members 
Mstep: Class 58 contains 6589 members 
Mstep: Class 59 contains 7650 members 
Mstep: Class 60 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85891096.000000 Penalty: 129742.546875
Iteration 93Q: 61 clusters Score -8.58911e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1637 members 
Mstep: Class 3 contains 19101 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 25642 members 
Mstep: Class 6 contains 3615 members 
Mstep: Class 7 contains 14801 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 11147 members 
Mstep: Class 10 contains 6386 members 
Mstep: Class 11 contains 1502 members 
Mstep: Class 12 contains 30828 members 
Mstep: Class 13 contains 8840 members 
Mstep: Class 14 contains 12812 members 
Mstep: Class 15 contains 15786 members 
Mstep: Class 16 contains 33515 members 
Mstep: Class 17 contains 2288 members 
Mstep: Class 18 contains 3760 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 20 contains 1730 members 
Mstep: Class 21 contains 26261 members 
Mstep: Class 22 contains 4484 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 10860 members 
Mstep: Class 25 contains 13817 members 
Mstep: Class 26 contains 24990 members 
Mstep: Class 27 contains 16843 members 
Mstep: Class 28 contains 6656 members 
Mstep: Class 29 contains 7693 members 
Mstep: Class 30 contains 14586 members 
Mstep: Class 31 contains 3654 members 
Mstep: Class 32 contains 2326 members 
Mstep: Class 33 contains 2833 members 
Mstep: Class 34 contains 2038 members 
Mstep: Class 35 contains 2273 members 
Mstep: Class 36 contains 15154 members 
Mstep: Class 37 contains 1729 members 
Mstep: Class 38 contains 32956 members 
Mstep: Class 39 contains 2578 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 2844 members 
Mstep: Class 42 contains 4003 members 
Mstep: Class 43 contains 32357 members 
Mstep: Class 44 contains 13558 members 
Mstep: Class 45 contains 13982 members 
Mstep: Class 46 contains 17870 members 
Mstep: Class 47 contains 28998 members 
Mstep: Class 48 contains 2166 members 
Mstep: Class 49 contains 12860 members 
Mstep: Class 50 contains 774 members 
Mstep: Class 51 contains 22447 members 
Mstep: Class 52 contains 1596 members 
Mstep: Class 53 contains 2322 members 
Mstep: Class 54 contains 11796 members 
Mstep: Class 55 contains 5140 members 
Mstep: Class 56 contains 2837 members 
Mstep: Class 57 contains 20041 members 
Mstep: Class 58 contains 6583 members 
Mstep: Class 59 contains 7624 members 
Mstep: Class 60 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85891448.000000 Penalty: 129742.546875
Iteration 94Q: 61 clusters Score -8.589145e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 19120 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 25844 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 14802 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 11135 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 1505 members 
Mstep: Class 12 contains 30833 members 
Mstep: Class 13 contains 8831 members 
Mstep: Class 14 contains 12647 members 
Mstep: Class 15 contains 15805 members 
Mstep: Class 16 contains 33464 members 
Mstep: Class 17 contains 2306 members 
Mstep: Class 18 contains 3759 members 
Mstep: Class 19 contains 929 members 
Mstep: Class 20 contains 1727 members 
Mstep: Class 21 contains 26222 members 
Mstep: Class 22 contains 4485 members 
Mstep: Class 23 contains 520 members 
Mstep: Class 24 contains 10849 members 
Mstep: Class 25 contains 13745 members 
Mstep: Class 26 contains 24988 members 
Mstep: Class 27 contains 16811 members 
Mstep: Class 28 contains 6689 members 
Mstep: Class 29 contains 7700 members 
Mstep: Class 30 contains 14530 members 
Mstep: Class 31 contains 3647 members 
Mstep: Class 32 contains 2333 members 
Mstep: Class 33 contains 2863 members 
Mstep: Class 34 contains 2046 members 
Mstep: Class 35 contains 2285 members 
Mstep: Class 36 contains 15130 members 
Mstep: Class 37 contains 1729 members 
Mstep: Class 38 contains 33009 members 
Mstep: Class 39 contains 2581 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 2867 members 
Mstep: Class 42 contains 3997 members 
Mstep: Class 43 contains 32300 members 
Mstep: Class 44 contains 13555 members 
Mstep: Class 45 contains 13901 members 
Mstep: Class 46 contains 17873 members 
Mstep: Class 47 contains 29010 members 
Mstep: Class 48 contains 2177 members 
Mstep: Class 49 contains 12840 members 
Mstep: Class 50 contains 776 members 
Mstep: Class 51 contains 22451 members 
Mstep: Class 52 contains 1589 members 
Mstep: Class 53 contains 2329 members 
Mstep: Class 54 contains 11923 members 
Mstep: Class 55 contains 5158 members 
Mstep: Class 56 contains 2843 members 
Mstep: Class 57 contains 20135 members 
Mstep: Class 58 contains 6584 members 
Mstep: Class 59 contains 7606 members 
Mstep: Class 60 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85891576.000000 Penalty: 129742.546875
Iteration 95Q: 61 clusters Score -8.589158e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1661 members 
Mstep: Class 3 contains 19139 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 26065 members 
Mstep: Class 6 contains 3587 members 
Mstep: Class 7 contains 14807 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 11130 members 
Mstep: Class 10 contains 6292 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 30817 members 
Mstep: Class 13 contains 8831 members 
Mstep: Class 14 contains 12495 members 
Mstep: Class 15 contains 15832 members 
Mstep: Class 16 contains 33413 members 
Mstep: Class 17 contains 2312 members 
Mstep: Class 18 contains 3774 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 26181 members 
Mstep: Class 22 contains 4490 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 10853 members 
Mstep: Class 25 contains 13686 members 
Mstep: Class 26 contains 24985 members 
Mstep: Class 27 contains 16781 members 
Mstep: Class 28 contains 6724 members 
Mstep: Class 29 contains 7704 members 
Mstep: Class 30 contains 14473 members 
Mstep: Class 31 contains 3655 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 2860 members 
Mstep: Class 34 contains 2058 members 
Mstep: Class 35 contains 2280 members 
Mstep: Class 36 contains 15094 members 
Mstep: Class 37 contains 1726 members 
Mstep: Class 38 contains 33042 members 
Mstep: Class 39 contains 2581 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 2895 members 
Mstep: Class 42 contains 3982 members 
Mstep: Class 43 contains 32248 members 
Mstep: Class 44 contains 13562 members 
Mstep: Class 45 contains 13810 members 
Mstep: Class 46 contains 17869 members 
Mstep: Class 47 contains 29020 members 
Mstep: Class 48 contains 2193 members 
Mstep: Class 49 contains 12817 members 
Mstep: Class 50 contains 777 members 
Mstep: Class 51 contains 22466 members 
Mstep: Class 52 contains 1584 members 
Mstep: Class 53 contains 2338 members 
Mstep: Class 54 contains 12054 members 
Mstep: Class 55 contains 5173 members 
Mstep: Class 56 contains 2843 members 
Mstep: Class 57 contains 20236 members 
Mstep: Class 58 contains 6587 members 
Mstep: Class 59 contains 7579 members 
Mstep: Class 60 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85891584.000000 Penalty: 129742.546875
Iteration 96Q: 61 clusters Score -8.589158e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1668 members 
Mstep: Class 3 contains 19157 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 26291 members 
Mstep: Class 6 contains 3582 members 
Mstep: Class 7 contains 14805 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 11128 members 
Mstep: Class 10 contains 6251 members 
Mstep: Class 11 contains 1513 members 
Mstep: Class 12 contains 30788 members 
Mstep: Class 13 contains 8820 members 
Mstep: Class 14 contains 12370 members 
Mstep: Class 15 contains 15852 members 
Mstep: Class 16 contains 33355 members 
Mstep: Class 17 contains 2325 members 
Mstep: Class 18 contains 3790 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 20 contains 1718 members 
Mstep: Class 21 contains 26156 members 
Mstep: Class 22 contains 4495 members 
Mstep: Class 23 contains 523 members 
Mstep: Class 24 contains 10855 members 
Mstep: Class 25 contains 13635 members 
Mstep: Class 26 contains 24972 members 
Mstep: Class 27 contains 16741 members 
Mstep: Class 28 contains 6735 members 
Mstep: Class 29 contains 7707 members 
Mstep: Class 30 contains 14411 members 
Mstep: Class 31 contains 3656 members 
Mstep: Class 32 contains 2344 members 
Mstep: Class 33 contains 2869 members 
Mstep: Class 34 contains 2067 members 
Mstep: Class 35 contains 2276 members 
Mstep: Class 36 contains 15068 members 
Mstep: Class 37 contains 1727 members 
Mstep: Class 38 contains 33023 members 
Mstep: Class 39 contains 2583 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 2915 members 
Mstep: Class 42 contains 3972 members 
Mstep: Class 43 contains 32199 members 
Mstep: Class 44 contains 13590 members 
Mstep: Class 45 contains 13740 members 
Mstep: Class 46 contains 17870 members 
Mstep: Class 47 contains 29041 members 
Mstep: Class 48 contains 2211 members 
Mstep: Class 49 contains 12786 members 
Mstep: Class 50 contains 780 members 
Mstep: Class 51 contains 22467 members 
Mstep: Class 52 contains 1580 members 
Mstep: Class 53 contains 2344 members 
Mstep: Class 54 contains 12181 members 
Mstep: Class 55 contains 5192 members 
Mstep: Class 56 contains 2846 members 
Mstep: Class 57 contains 20335 members 
Mstep: Class 58 contains 6588 members 
Mstep: Class 59 contains 7567 members 
Mstep: Class 60 contains 1526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85891816.000000 Penalty: 129742.546875
Iteration 97Q: 61 clusters Score -8.589182e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1676 members 
Mstep: Class 3 contains 19174 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 26499 members 
Mstep: Class 6 contains 3583 members 
Mstep: Class 7 contains 14805 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 11121 members 
Mstep: Class 10 contains 6226 members 
Mstep: Class 11 contains 1512 members 
Mstep: Class 12 contains 30763 members 
Mstep: Class 13 contains 8808 members 
Mstep: Class 14 contains 12269 members 
Mstep: Class 15 contains 15864 members 
Mstep: Class 16 contains 33305 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 3807 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 20 contains 1714 members 
Mstep: Class 21 contains 26127 members 
Mstep: Class 22 contains 4500 members 
Mstep: Class 23 contains 524 members 
Mstep: Class 24 contains 10864 members 
Mstep: Class 25 contains 13596 members 
Mstep: Class 26 contains 24967 members 
Mstep: Class 27 contains 16695 members 
Mstep: Class 28 contains 6748 members 
Mstep: Class 29 contains 7718 members 
Mstep: Class 30 contains 14359 members 
Mstep: Class 31 contains 3661 members 
Mstep: Class 32 contains 2346 members 
Mstep: Class 33 contains 2869 members 
Mstep: Class 34 contains 2077 members 
Mstep: Class 35 contains 2264 members 
Mstep: Class 36 contains 15022 members 
Mstep: Class 37 contains 1728 members 
Mstep: Class 38 contains 32975 members 
Mstep: Class 39 contains 2583 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 2933 members 
Mstep: Class 42 contains 3969 members 
Mstep: Class 43 contains 32158 members 
Mstep: Class 44 contains 13615 members 
Mstep: Class 45 contains 13673 members 
Mstep: Class 46 contains 17871 members 
Mstep: Class 47 contains 29037 members 
Mstep: Class 48 contains 2231 members 
Mstep: Class 49 contains 12771 members 
Mstep: Class 50 contains 781 members 
Mstep: Class 51 contains 22475 members 
Mstep: Class 52 contains 1576 members 
Mstep: Class 53 contains 2354 members 
Mstep: Class 54 contains 12315 members 
Mstep: Class 55 contains 5202 members 
Mstep: Class 56 contains 2850 members 
Mstep: Class 57 contains 20446 members 
Mstep: Class 58 contains 6578 members 
Mstep: Class 59 contains 7554 members 
Mstep: Class 60 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85891808.000000 Penalty: 129742.546875
Iteration 98Q: 61 clusters Score -8.589181e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1680 members 
Mstep: Class 3 contains 19179 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 26701 members 
Mstep: Class 6 contains 3584 members 
Mstep: Class 7 contains 14804 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 11115 members 
Mstep: Class 10 contains 6190 members 
Mstep: Class 11 contains 1513 members 
Mstep: Class 12 contains 30735 members 
Mstep: Class 13 contains 8799 members 
Mstep: Class 14 contains 12186 members 
Mstep: Class 15 contains 15881 members 
Mstep: Class 16 contains 33264 members 
Mstep: Class 17 contains 2346 members 
Mstep: Class 18 contains 3828 members 
Mstep: Class 19 contains 932 members 
Mstep: Class 20 contains 1710 members 
Mstep: Class 21 contains 26089 members 
Mstep: Class 22 contains 4504 members 
Mstep: Class 23 contains 524 members 
Mstep: Class 24 contains 10861 members 
Mstep: Class 25 contains 13567 members 
Mstep: Class 26 contains 24963 members 
Mstep: Class 27 contains 16652 members 
Mstep: Class 28 contains 6753 members 
Mstep: Class 29 contains 7725 members 
Mstep: Class 30 contains 14303 members 
Mstep: Class 31 contains 3668 members 
Mstep: Class 32 contains 2346 members 
Mstep: Class 33 contains 2862 members 
Mstep: Class 34 contains 2086 members 
Mstep: Class 35 contains 2262 members 
Mstep: Class 36 contains 14988 members 
Mstep: Class 37 contains 1726 members 
Mstep: Class 38 contains 32919 members 
Mstep: Class 39 contains 2585 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 2951 members 
Mstep: Class 42 contains 3965 members 
Mstep: Class 43 contains 32118 members 
Mstep: Class 44 contains 13640 members 
Mstep: Class 45 contains 13620 members 
Mstep: Class 46 contains 17869 members 
Mstep: Class 47 contains 29051 members 
Mstep: Class 48 contains 2249 members 
Mstep: Class 49 contains 12751 members 
Mstep: Class 50 contains 780 members 
Mstep: Class 51 contains 22494 members 
Mstep: Class 52 contains 1575 members 
Mstep: Class 53 contains 2358 members 
Mstep: Class 54 contains 12445 members 
Mstep: Class 55 contains 5209 members 
Mstep: Class 56 contains 2851 members 
Mstep: Class 57 contains 20535 members 
Mstep: Class 58 contains 6569 members 
Mstep: Class 59 contains 7539 members 
Mstep: Class 60 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85892000.000000 Penalty: 129742.546875
Iteration 99Q: 61 clusters Score -8.5892e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1684 members 
Mstep: Class 3 contains 19186 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 26902 members 
Mstep: Class 6 contains 3583 members 
Mstep: Class 7 contains 14802 members 
Mstep: Class 8 contains 210 members 
Mstep: Class 9 contains 11109 members 
Mstep: Class 10 contains 6167 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 30714 members 
Mstep: Class 13 contains 8787 members 
Mstep: Class 14 contains 12103 members 
Mstep: Class 15 contains 15889 members 
Mstep: Class 16 contains 33224 members 
Mstep: Class 17 contains 2345 members 
Mstep: Class 18 contains 3833 members 
Mstep: Class 19 contains 934 members 
Mstep: Class 20 contains 1704 members 
Mstep: Class 21 contains 26078 members 
Mstep: Class 22 contains 4508 members 
Mstep: Class 23 contains 525 members 
Mstep: Class 24 contains 10862 members 
Mstep: Class 25 contains 13534 members 
Mstep: Class 26 contains 24959 members 
Mstep: Class 27 contains 16615 members 
Mstep: Class 28 contains 6767 members 
Mstep: Class 29 contains 7726 members 
Mstep: Class 30 contains 14258 members 
Mstep: Class 31 contains 3675 members 
Mstep: Class 32 contains 2346 members 
Mstep: Class 33 contains 2868 members 
Mstep: Class 34 contains 2102 members 
Mstep: Class 35 contains 2260 members 
Mstep: Class 36 contains 14945 members 
Mstep: Class 37 contains 1727 members 
Mstep: Class 38 contains 32863 members 
Mstep: Class 39 contains 2584 members 
Mstep: Class 40 contains 183 members 
Mstep: Class 41 contains 2971 members 
Mstep: Class 42 contains 3958 members 
Mstep: Class 43 contains 32078 members 
Mstep: Class 44 contains 13656 members 
Mstep: Class 45 contains 13557 members 
Mstep: Class 46 contains 17869 members 
Mstep: Class 47 contains 29065 members 
Mstep: Class 48 contains 2260 members 
Mstep: Class 49 contains 12730 members 
Mstep: Class 50 contains 780 members 
Mstep: Class 51 contains 22495 members 
Mstep: Class 52 contains 1574 members 
Mstep: Class 53 contains 2362 members 
Mstep: Class 54 contains 12586 members 
Mstep: Class 55 contains 5216 members 
Mstep: Class 56 contains 2852 members 
Mstep: Class 57 contains 20608 members 
Mstep: Class 58 contains 6560 members 
Mstep: Class 59 contains 7530 members 
Mstep: Class 60 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85892792.000000 Penalty: 129742.546875
Iteration 100F: 61 clusters Score -8.589279e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1691 members 
Mstep: Class 3 contains 19184 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 27067 members 
Mstep: Class 6 contains 3572 members 
Mstep: Class 7 contains 14781 members 
Mstep: Class 8 contains 209 members 
Mstep: Class 9 contains 11103 members 
Mstep: Class 10 contains 6127 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 30660 members 
Mstep: Class 13 contains 8771 members 
Mstep: Class 14 contains 12011 members 
Mstep: Class 15 contains 15898 members 
Mstep: Class 16 contains 33174 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 936 members 
Mstep: Class 20 contains 1692 members 
Mstep: Class 21 contains 26064 members 
Mstep: Class 22 contains 4508 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 10858 members 
Mstep: Class 25 contains 13520 members 
Mstep: Class 26 contains 24962 members 
Mstep: Class 27 contains 16576 members 
Mstep: Class 28 contains 6779 members 
Mstep: Class 29 contains 7730 members 
Mstep: Class 30 contains 14204 members 
Mstep: Class 31 contains 3677 members 
Mstep: Class 32 contains 2342 members 
Mstep: Class 33 contains 2877 members 
Mstep: Class 34 contains 2109 members 
Mstep: Class 35 contains 2291 members 
Mstep: Class 36 contains 14906 members 
Mstep: Class 37 contains 1723 members 
Mstep: Class 38 contains 32858 members 
Mstep: Class 39 contains 2583 members 
Mstep: Class 40 contains 184 members 
Mstep: Class 41 contains 2981 members 
Mstep: Class 42 contains 3951 members 
Mstep: Class 43 contains 32057 members 
Mstep: Class 44 contains 13679 members 
Mstep: Class 45 contains 13499 members 
Mstep: Class 46 contains 17869 members 
Mstep: Class 47 contains 29105 members 
Mstep: Class 48 contains 2271 members 
Mstep: Class 49 contains 12720 members 
Mstep: Class 50 contains 778 members 
Mstep: Class 51 contains 22497 members 
Mstep: Class 52 contains 1573 members 
Mstep: Class 53 contains 2363 members 
Mstep: Class 54 contains 12736 members 
Mstep: Class 55 contains 5224 members 
Mstep: Class 56 contains 2860 members 
Mstep: Class 57 contains 20674 members 
Mstep: Class 58 contains 6554 members 
Mstep: Class 59 contains 7487 members 
Mstep: Class 60 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85893048.000000 Penalty: 129742.546875
Iteration 101Q: 61 clusters Score -8.589305e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1693 members 
Mstep: Class 3 contains 19181 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 27223 members 
Mstep: Class 6 contains 3568 members 
Mstep: Class 7 contains 14766 members 
Mstep: Class 8 contains 208 members 
Mstep: Class 9 contains 11099 members 
Mstep: Class 10 contains 6075 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 30610 members 
Mstep: Class 13 contains 8756 members 
Mstep: Class 14 contains 11952 members 
Mstep: Class 15 contains 15907 members 
Mstep: Class 16 contains 33117 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 937 members 
Mstep: Class 20 contains 1685 members 
Mstep: Class 21 contains 26059 members 
Mstep: Class 22 contains 4507 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 10853 members 
Mstep: Class 25 contains 13494 members 
Mstep: Class 26 contains 24963 members 
Mstep: Class 27 contains 16531 members 
Mstep: Class 28 contains 6788 members 
Mstep: Class 29 contains 7732 members 
Mstep: Class 30 contains 14165 members 
Mstep: Class 31 contains 3679 members 
Mstep: Class 32 contains 2341 members 
Mstep: Class 33 contains 2885 members 
Mstep: Class 34 contains 2126 members 
Mstep: Class 35 contains 2319 members 
Mstep: Class 36 contains 14847 members 
Mstep: Class 37 contains 1722 members 
Mstep: Class 38 contains 32824 members 
Mstep: Class 39 contains 2583 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3005 members 
Mstep: Class 42 contains 3947 members 
Mstep: Class 43 contains 32028 members 
Mstep: Class 44 contains 13711 members 
Mstep: Class 45 contains 13433 members 
Mstep: Class 46 contains 17871 members 
Mstep: Class 47 contains 29154 members 
Mstep: Class 48 contains 2290 members 
Mstep: Class 49 contains 12711 members 
Mstep: Class 50 contains 777 members 
Mstep: Class 51 contains 22494 members 
Mstep: Class 52 contains 1573 members 
Mstep: Class 53 contains 2366 members 
Mstep: Class 54 contains 12904 members 
Mstep: Class 55 contains 5237 members 
Mstep: Class 56 contains 2863 members 
Mstep: Class 57 contains 20723 members 
Mstep: Class 58 contains 6552 members 
Mstep: Class 59 contains 7461 members 
Mstep: Class 60 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85893360.000000 Penalty: 129742.546875
Iteration 102Q: 61 clusters Score -8.589336e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1699 members 
Mstep: Class 3 contains 19182 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 27357 members 
Mstep: Class 6 contains 3562 members 
Mstep: Class 7 contains 14749 members 
Mstep: Class 8 contains 210 members 
Mstep: Class 9 contains 11094 members 
Mstep: Class 10 contains 6033 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 30557 members 
Mstep: Class 13 contains 8748 members 
Mstep: Class 14 contains 11907 members 
Mstep: Class 15 contains 15914 members 
Mstep: Class 16 contains 33057 members 
Mstep: Class 17 contains 2387 members 
Mstep: Class 18 contains 3954 members 
Mstep: Class 19 contains 938 members 
Mstep: Class 20 contains 1679 members 
Mstep: Class 21 contains 26062 members 
Mstep: Class 22 contains 4509 members 
Mstep: Class 23 contains 541 members 
Mstep: Class 24 contains 10850 members 
Mstep: Class 25 contains 13478 members 
Mstep: Class 26 contains 24952 members 
Mstep: Class 27 contains 16501 members 
Mstep: Class 28 contains 6787 members 
Mstep: Class 29 contains 7732 members 
Mstep: Class 30 contains 14126 members 
Mstep: Class 31 contains 3677 members 
Mstep: Class 32 contains 2340 members 
Mstep: Class 33 contains 2900 members 
Mstep: Class 34 contains 2153 members 
Mstep: Class 35 contains 2319 members 
Mstep: Class 36 contains 14790 members 
Mstep: Class 37 contains 1717 members 
Mstep: Class 38 contains 32782 members 
Mstep: Class 39 contains 2577 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3025 members 
Mstep: Class 42 contains 3934 members 
Mstep: Class 43 contains 32001 members 
Mstep: Class 44 contains 13720 members 
Mstep: Class 45 contains 13388 members 
Mstep: Class 46 contains 17877 members 
Mstep: Class 47 contains 29195 members 
Mstep: Class 48 contains 2316 members 
Mstep: Class 49 contains 12697 members 
Mstep: Class 50 contains 773 members 
Mstep: Class 51 contains 22481 members 
Mstep: Class 52 contains 1581 members 
Mstep: Class 53 contains 2373 members 
Mstep: Class 54 contains 13068 members 
Mstep: Class 55 contains 5251 members 
Mstep: Class 56 contains 2864 members 
Mstep: Class 57 contains 20778 members 
Mstep: Class 58 contains 6545 members 
Mstep: Class 59 contains 7440 members 
Mstep: Class 60 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85893664.000000 Penalty: 129742.546875
Iteration 103Q: 61 clusters Score -8.589366e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1708 members 
Mstep: Class 3 contains 19177 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 27473 members 
Mstep: Class 6 contains 3558 members 
Mstep: Class 7 contains 14736 members 
Mstep: Class 8 contains 211 members 
Mstep: Class 9 contains 11093 members 
Mstep: Class 10 contains 5982 members 
Mstep: Class 11 contains 1518 members 
Mstep: Class 12 contains 30492 members 
Mstep: Class 13 contains 8737 members 
Mstep: Class 14 contains 11858 members 
Mstep: Class 15 contains 15923 members 
Mstep: Class 16 contains 33028 members 
Mstep: Class 17 contains 2404 members 
Mstep: Class 18 contains 3998 members 
Mstep: Class 19 contains 939 members 
Mstep: Class 20 contains 1673 members 
Mstep: Class 21 contains 26067 members 
Mstep: Class 22 contains 4514 members 
Mstep: Class 23 contains 545 members 
Mstep: Class 24 contains 10847 members 
Mstep: Class 25 contains 13452 members 
Mstep: Class 26 contains 24945 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 6766 members 
Mstep: Class 29 contains 7735 members 
Mstep: Class 30 contains 14076 members 
Mstep: Class 31 contains 3681 members 
Mstep: Class 32 contains 2341 members 
Mstep: Class 33 contains 2930 members 
Mstep: Class 34 contains 2177 members 
Mstep: Class 35 contains 2303 members 
Mstep: Class 36 contains 14716 members 
Mstep: Class 37 contains 1715 members 
Mstep: Class 38 contains 32749 members 
Mstep: Class 39 contains 2571 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3055 members 
Mstep: Class 42 contains 3919 members 
Mstep: Class 43 contains 31979 members 
Mstep: Class 44 contains 13741 members 
Mstep: Class 45 contains 13358 members 
Mstep: Class 46 contains 17884 members 
Mstep: Class 47 contains 29218 members 
Mstep: Class 48 contains 2345 members 
Mstep: Class 49 contains 12690 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 22463 members 
Mstep: Class 52 contains 1581 members 
Mstep: Class 53 contains 2378 members 
Mstep: Class 54 contains 13257 members 
Mstep: Class 55 contains 5262 members 
Mstep: Class 56 contains 2869 members 
Mstep: Class 57 contains 20831 members 
Mstep: Class 58 contains 6548 members 
Mstep: Class 59 contains 7418 members 
Mstep: Class 60 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85894144.000000 Penalty: 129742.546875
Iteration 104Q: 61 clusters Score -8.589414e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1714 members 
Mstep: Class 3 contains 19177 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 27581 members 
Mstep: Class 6 contains 3554 members 
Mstep: Class 7 contains 14729 members 
Mstep: Class 8 contains 211 members 
Mstep: Class 9 contains 11089 members 
Mstep: Class 10 contains 5926 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 30445 members 
Mstep: Class 13 contains 8725 members 
Mstep: Class 14 contains 11809 members 
Mstep: Class 15 contains 15932 members 
Mstep: Class 16 contains 33003 members 
Mstep: Class 17 contains 2400 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 938 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 26075 members 
Mstep: Class 22 contains 4520 members 
Mstep: Class 23 contains 548 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 13417 members 
Mstep: Class 26 contains 24937 members 
Mstep: Class 27 contains 16445 members 
Mstep: Class 28 contains 6751 members 
Mstep: Class 29 contains 7741 members 
Mstep: Class 30 contains 14032 members 
Mstep: Class 31 contains 3683 members 
Mstep: Class 32 contains 2340 members 
Mstep: Class 33 contains 2958 members 
Mstep: Class 34 contains 2201 members 
Mstep: Class 35 contains 2289 members 
Mstep: Class 36 contains 14629 members 
Mstep: Class 37 contains 1716 members 
Mstep: Class 38 contains 32723 members 
Mstep: Class 39 contains 2568 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3088 members 
Mstep: Class 42 contains 3903 members 
Mstep: Class 43 contains 31941 members 
Mstep: Class 44 contains 13751 members 
Mstep: Class 45 contains 13319 members 
Mstep: Class 46 contains 17877 members 
Mstep: Class 47 contains 29240 members 
Mstep: Class 48 contains 2368 members 
Mstep: Class 49 contains 12687 members 
Mstep: Class 50 contains 765 members 
Mstep: Class 51 contains 22451 members 
Mstep: Class 52 contains 1583 members 
Mstep: Class 53 contains 2384 members 
Mstep: Class 54 contains 13473 members 
Mstep: Class 55 contains 5272 members 
Mstep: Class 56 contains 2866 members 
Mstep: Class 57 contains 20884 members 
Mstep: Class 58 contains 6554 members 
Mstep: Class 59 contains 7405 members 
Mstep: Class 60 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85894424.000000 Penalty: 129742.546875
Iteration 105Q: 61 clusters Score -8.589442e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1721 members 
Mstep: Class 3 contains 19181 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 27693 members 
Mstep: Class 6 contains 3552 members 
Mstep: Class 7 contains 14725 members 
Mstep: Class 8 contains 211 members 
Mstep: Class 9 contains 11085 members 
Mstep: Class 10 contains 5894 members 
Mstep: Class 11 contains 1518 members 
Mstep: Class 12 contains 30403 members 
Mstep: Class 13 contains 8703 members 
Mstep: Class 14 contains 11770 members 
Mstep: Class 15 contains 15938 members 
Mstep: Class 16 contains 32989 members 
Mstep: Class 17 contains 2404 members 
Mstep: Class 18 contains 4081 members 
Mstep: Class 19 contains 940 members 
Mstep: Class 20 contains 1660 members 
Mstep: Class 21 contains 26070 members 
Mstep: Class 22 contains 4521 members 
Mstep: Class 23 contains 548 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 13393 members 
Mstep: Class 26 contains 24923 members 
Mstep: Class 27 contains 16415 members 
Mstep: Class 28 contains 6739 members 
Mstep: Class 29 contains 7746 members 
Mstep: Class 30 contains 13986 members 
Mstep: Class 31 contains 3686 members 
Mstep: Class 32 contains 2343 members 
Mstep: Class 33 contains 2978 members 
Mstep: Class 34 contains 2226 members 
Mstep: Class 35 contains 2268 members 
Mstep: Class 36 contains 14557 members 
Mstep: Class 37 contains 1715 members 
Mstep: Class 38 contains 32694 members 
Mstep: Class 39 contains 2567 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3101 members 
Mstep: Class 42 contains 3896 members 
Mstep: Class 43 contains 31901 members 
Mstep: Class 44 contains 13767 members 
Mstep: Class 45 contains 13283 members 
Mstep: Class 46 contains 17878 members 
Mstep: Class 47 contains 29255 members 
Mstep: Class 48 contains 2385 members 
Mstep: Class 49 contains 12677 members 
Mstep: Class 50 contains 758 members 
Mstep: Class 51 contains 22452 members 
Mstep: Class 52 contains 1588 members 
Mstep: Class 53 contains 2390 members 
Mstep: Class 54 contains 13665 members 
Mstep: Class 55 contains 5280 members 
Mstep: Class 56 contains 2864 members 
Mstep: Class 57 contains 20933 members 
Mstep: Class 58 contains 6551 members 
Mstep: Class 59 contains 7397 members 
Mstep: Class 60 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85894960.000000 Penalty: 129742.546875
Iteration 106Q: 61 clusters Score -8.589496e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1732 members 
Mstep: Class 3 contains 19172 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 27798 members 
Mstep: Class 6 contains 3551 members 
Mstep: Class 7 contains 14725 members 
Mstep: Class 8 contains 211 members 
Mstep: Class 9 contains 11084 members 
Mstep: Class 10 contains 5870 members 
Mstep: Class 11 contains 1519 members 
Mstep: Class 12 contains 30350 members 
Mstep: Class 13 contains 8681 members 
Mstep: Class 14 contains 11718 members 
Mstep: Class 15 contains 15943 members 
Mstep: Class 16 contains 32953 members 
Mstep: Class 17 contains 2385 members 
Mstep: Class 18 contains 4096 members 
Mstep: Class 19 contains 943 members 
Mstep: Class 20 contains 1655 members 
Mstep: Class 21 contains 26071 members 
Mstep: Class 22 contains 4522 members 
Mstep: Class 23 contains 548 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 13372 members 
Mstep: Class 26 contains 24915 members 
Mstep: Class 27 contains 16371 members 
Mstep: Class 28 contains 6728 members 
Mstep: Class 29 contains 7751 members 
Mstep: Class 30 contains 13947 members 
Mstep: Class 31 contains 3692 members 
Mstep: Class 32 contains 2343 members 
Mstep: Class 33 contains 2977 members 
Mstep: Class 34 contains 2256 members 
Mstep: Class 35 contains 2236 members 
Mstep: Class 36 contains 14513 members 
Mstep: Class 37 contains 1719 members 
Mstep: Class 38 contains 32673 members 
Mstep: Class 39 contains 2565 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3105 members 
Mstep: Class 42 contains 3889 members 
Mstep: Class 43 contains 31869 members 
Mstep: Class 44 contains 13795 members 
Mstep: Class 45 contains 13259 members 
Mstep: Class 46 contains 17875 members 
Mstep: Class 47 contains 29287 members 
Mstep: Class 48 contains 2403 members 
Mstep: Class 49 contains 12675 members 
Mstep: Class 50 contains 760 members 
Mstep: Class 51 contains 22449 members 
Mstep: Class 52 contains 1588 members 
Mstep: Class 53 contains 2397 members 
Mstep: Class 54 contains 13857 members 
Mstep: Class 55 contains 5290 members 
Mstep: Class 56 contains 2862 members 
Mstep: Class 57 contains 20979 members 
Mstep: Class 58 contains 6537 members 
Mstep: Class 59 contains 7399 members 
Mstep: Class 60 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85895368.000000 Penalty: 129742.546875
Iteration 107Q: 61 clusters Score -8.589537e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1746 members 
Mstep: Class 3 contains 19164 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 27916 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 14726 members 
Mstep: Class 8 contains 211 members 
Mstep: Class 9 contains 11082 members 
Mstep: Class 10 contains 5837 members 
Mstep: Class 11 contains 1521 members 
Mstep: Class 12 contains 30296 members 
Mstep: Class 13 contains 8664 members 
Mstep: Class 14 contains 11675 members 
Mstep: Class 15 contains 15947 members 
Mstep: Class 16 contains 32912 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 4104 members 
Mstep: Class 19 contains 943 members 
Mstep: Class 20 contains 1652 members 
Mstep: Class 21 contains 26074 members 
Mstep: Class 22 contains 4525 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10839 members 
Mstep: Class 25 contains 13362 members 
Mstep: Class 26 contains 24899 members 
Mstep: Class 27 contains 16350 members 
Mstep: Class 28 contains 6720 members 
Mstep: Class 29 contains 7754 members 
Mstep: Class 30 contains 13903 members 
Mstep: Class 31 contains 3694 members 
Mstep: Class 32 contains 2345 members 
Mstep: Class 33 contains 2990 members 
Mstep: Class 34 contains 2272 members 
Mstep: Class 35 contains 2210 members 
Mstep: Class 36 contains 14460 members 
Mstep: Class 37 contains 1723 members 
Mstep: Class 38 contains 32621 members 
Mstep: Class 39 contains 2561 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3112 members 
Mstep: Class 42 contains 3884 members 
Mstep: Class 43 contains 31823 members 
Mstep: Class 44 contains 13815 members 
Mstep: Class 45 contains 13236 members 
Mstep: Class 46 contains 17876 members 
Mstep: Class 47 contains 29326 members 
Mstep: Class 48 contains 2428 members 
Mstep: Class 49 contains 12683 members 
Mstep: Class 50 contains 762 members 
Mstep: Class 51 contains 22443 members 
Mstep: Class 52 contains 1591 members 
Mstep: Class 53 contains 2401 members 
Mstep: Class 54 contains 14040 members 
Mstep: Class 55 contains 5294 members 
Mstep: Class 56 contains 2864 members 
Mstep: Class 57 contains 21025 members 
Mstep: Class 58 contains 6534 members 
Mstep: Class 59 contains 7393 members 
Mstep: Class 60 contains 1430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85895888.000000 Penalty: 129742.546875
Iteration 108Q: 61 clusters Score -8.589589e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1752 members 
Mstep: Class 3 contains 19159 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 28032 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 14725 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11080 members 
Mstep: Class 10 contains 5801 members 
Mstep: Class 11 contains 1529 members 
Mstep: Class 12 contains 30219 members 
Mstep: Class 13 contains 8651 members 
Mstep: Class 14 contains 11631 members 
Mstep: Class 15 contains 15959 members 
Mstep: Class 16 contains 32873 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 4125 members 
Mstep: Class 19 contains 944 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 26063 members 
Mstep: Class 22 contains 4525 members 
Mstep: Class 23 contains 548 members 
Mstep: Class 24 contains 10847 members 
Mstep: Class 25 contains 13358 members 
Mstep: Class 26 contains 24892 members 
Mstep: Class 27 contains 16309 members 
Mstep: Class 28 contains 6721 members 
Mstep: Class 29 contains 7757 members 
Mstep: Class 30 contains 13868 members 
Mstep: Class 31 contains 3698 members 
Mstep: Class 32 contains 2346 members 
Mstep: Class 33 contains 2999 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 2189 members 
Mstep: Class 36 contains 14386 members 
Mstep: Class 37 contains 1725 members 
Mstep: Class 38 contains 32567 members 
Mstep: Class 39 contains 2559 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3120 members 
Mstep: Class 42 contains 3877 members 
Mstep: Class 43 contains 31784 members 
Mstep: Class 44 contains 13833 members 
Mstep: Class 45 contains 13217 members 
Mstep: Class 46 contains 17869 members 
Mstep: Class 47 contains 29358 members 
Mstep: Class 48 contains 2443 members 
Mstep: Class 49 contains 12685 members 
Mstep: Class 50 contains 764 members 
Mstep: Class 51 contains 22447 members 
Mstep: Class 52 contains 1586 members 
Mstep: Class 53 contains 2402 members 
Mstep: Class 54 contains 14270 members 
Mstep: Class 55 contains 5295 members 
Mstep: Class 56 contains 2862 members 
Mstep: Class 57 contains 21066 members 
Mstep: Class 58 contains 6533 members 
Mstep: Class 59 contains 7382 members 
Mstep: Class 60 contains 1427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85896120.000000 Penalty: 129742.546875
Iteration 109Q: 61 clusters Score -8.589612e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1762 members 
Mstep: Class 3 contains 19140 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 28148 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 14725 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11078 members 
Mstep: Class 10 contains 5765 members 
Mstep: Class 11 contains 1528 members 
Mstep: Class 12 contains 30153 members 
Mstep: Class 13 contains 8636 members 
Mstep: Class 14 contains 11585 members 
Mstep: Class 15 contains 15968 members 
Mstep: Class 16 contains 32827 members 
Mstep: Class 17 contains 2333 members 
Mstep: Class 18 contains 4145 members 
Mstep: Class 19 contains 947 members 
Mstep: Class 20 contains 1634 members 
Mstep: Class 21 contains 26045 members 
Mstep: Class 22 contains 4526 members 
Mstep: Class 23 contains 548 members 
Mstep: Class 24 contains 10846 members 
Mstep: Class 25 contains 13347 members 
Mstep: Class 26 contains 24882 members 
Mstep: Class 27 contains 16258 members 
Mstep: Class 28 contains 6713 members 
Mstep: Class 29 contains 7762 members 
Mstep: Class 30 contains 13846 members 
Mstep: Class 31 contains 3699 members 
Mstep: Class 32 contains 2344 members 
Mstep: Class 33 contains 3010 members 
Mstep: Class 34 contains 2329 members 
Mstep: Class 35 contains 2175 members 
Mstep: Class 36 contains 14318 members 
Mstep: Class 37 contains 1725 members 
Mstep: Class 38 contains 32522 members 
Mstep: Class 39 contains 2558 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3136 members 
Mstep: Class 42 contains 3876 members 
Mstep: Class 43 contains 31751 members 
Mstep: Class 44 contains 13853 members 
Mstep: Class 45 contains 13197 members 
Mstep: Class 46 contains 17864 members 
Mstep: Class 47 contains 29390 members 
Mstep: Class 48 contains 2470 members 
Mstep: Class 49 contains 12680 members 
Mstep: Class 50 contains 764 members 
Mstep: Class 51 contains 22457 members 
Mstep: Class 52 contains 1587 members 
Mstep: Class 53 contains 2403 members 
Mstep: Class 54 contains 14504 members 
Mstep: Class 55 contains 5297 members 
Mstep: Class 56 contains 2864 members 
Mstep: Class 57 contains 21103 members 
Mstep: Class 58 contains 6533 members 
Mstep: Class 59 contains 7374 members 
Mstep: Class 60 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85896400.000000 Penalty: 129742.546875
Iteration 110Q: 61 clusters Score -8.58964e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1765 members 
Mstep: Class 3 contains 19121 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 28248 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 14724 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11078 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 1528 members 
Mstep: Class 12 contains 30090 members 
Mstep: Class 13 contains 8632 members 
Mstep: Class 14 contains 11545 members 
Mstep: Class 15 contains 15970 members 
Mstep: Class 16 contains 32785 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 4168 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 26041 members 
Mstep: Class 22 contains 4524 members 
Mstep: Class 23 contains 548 members 
Mstep: Class 24 contains 10847 members 
Mstep: Class 25 contains 13335 members 
Mstep: Class 26 contains 24878 members 
Mstep: Class 27 contains 16208 members 
Mstep: Class 28 contains 6701 members 
Mstep: Class 29 contains 7762 members 
Mstep: Class 30 contains 13818 members 
Mstep: Class 31 contains 3701 members 
Mstep: Class 32 contains 2341 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 2353 members 
Mstep: Class 35 contains 2173 members 
Mstep: Class 36 contains 14236 members 
Mstep: Class 37 contains 1727 members 
Mstep: Class 38 contains 32489 members 
Mstep: Class 39 contains 2556 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3159 members 
Mstep: Class 42 contains 3873 members 
Mstep: Class 43 contains 31713 members 
Mstep: Class 44 contains 13875 members 
Mstep: Class 45 contains 13173 members 
Mstep: Class 46 contains 17856 members 
Mstep: Class 47 contains 29421 members 
Mstep: Class 48 contains 2489 members 
Mstep: Class 49 contains 12681 members 
Mstep: Class 50 contains 765 members 
Mstep: Class 51 contains 22463 members 
Mstep: Class 52 contains 1587 members 
Mstep: Class 53 contains 2403 members 
Mstep: Class 54 contains 14746 members 
Mstep: Class 55 contains 5299 members 
Mstep: Class 56 contains 2864 members 
Mstep: Class 57 contains 21141 members 
Mstep: Class 58 contains 6538 members 
Mstep: Class 59 contains 7360 members 
Mstep: Class 60 contains 1428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85896736.000000 Penalty: 129742.546875
Iteration 111Q: 61 clusters Score -8.589674e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1766 members 
Mstep: Class 3 contains 19109 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 28366 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 14723 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11076 members 
Mstep: Class 10 contains 5666 members 
Mstep: Class 11 contains 1527 members 
Mstep: Class 12 contains 30020 members 
Mstep: Class 13 contains 8626 members 
Mstep: Class 14 contains 11503 members 
Mstep: Class 15 contains 15978 members 
Mstep: Class 16 contains 32747 members 
Mstep: Class 17 contains 2306 members 
Mstep: Class 18 contains 4186 members 
Mstep: Class 19 contains 945 members 
Mstep: Class 20 contains 1620 members 
Mstep: Class 21 contains 26031 members 
Mstep: Class 22 contains 4526 members 
Mstep: Class 23 contains 548 members 
Mstep: Class 24 contains 10847 members 
Mstep: Class 25 contains 13339 members 
Mstep: Class 26 contains 24873 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 6697 members 
Mstep: Class 29 contains 7761 members 
Mstep: Class 30 contains 13796 members 
Mstep: Class 31 contains 3710 members 
Mstep: Class 32 contains 2340 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 2377 members 
Mstep: Class 35 contains 2166 members 
Mstep: Class 36 contains 14146 members 
Mstep: Class 37 contains 1726 members 
Mstep: Class 38 contains 32439 members 
Mstep: Class 39 contains 2555 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3184 members 
Mstep: Class 42 contains 3871 members 
Mstep: Class 43 contains 31667 members 
Mstep: Class 44 contains 13912 members 
Mstep: Class 45 contains 13156 members 
Mstep: Class 46 contains 17841 members 
Mstep: Class 47 contains 29439 members 
Mstep: Class 48 contains 2506 members 
Mstep: Class 49 contains 12674 members 
Mstep: Class 50 contains 764 members 
Mstep: Class 51 contains 22478 members 
Mstep: Class 52 contains 1587 members 
Mstep: Class 53 contains 2402 members 
Mstep: Class 54 contains 15003 members 
Mstep: Class 55 contains 5298 members 
Mstep: Class 56 contains 2863 members 
Mstep: Class 57 contains 21182 members 
Mstep: Class 58 contains 6537 members 
Mstep: Class 59 contains 7349 members 
Mstep: Class 60 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85897096.000000 Penalty: 129742.546875
Iteration 112Q: 61 clusters Score -8.58971e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1768 members 
Mstep: Class 3 contains 19101 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 28493 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 14723 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11076 members 
Mstep: Class 10 contains 5603 members 
Mstep: Class 11 contains 1527 members 
Mstep: Class 12 contains 29930 members 
Mstep: Class 13 contains 8619 members 
Mstep: Class 14 contains 11471 members 
Mstep: Class 15 contains 15984 members 
Mstep: Class 16 contains 32703 members 
Mstep: Class 17 contains 2288 members 
Mstep: Class 18 contains 4215 members 
Mstep: Class 19 contains 944 members 
Mstep: Class 20 contains 1620 members 
Mstep: Class 21 contains 26016 members 
Mstep: Class 22 contains 4524 members 
Mstep: Class 23 contains 548 members 
Mstep: Class 24 contains 10846 members 
Mstep: Class 25 contains 13352 members 
Mstep: Class 26 contains 24872 members 
Mstep: Class 27 contains 16088 members 
Mstep: Class 28 contains 6687 members 
Mstep: Class 29 contains 7757 members 
Mstep: Class 30 contains 13777 members 
Mstep: Class 31 contains 3708 members 
Mstep: Class 32 contains 2340 members 
Mstep: Class 33 contains 3032 members 
Mstep: Class 34 contains 2387 members 
Mstep: Class 35 contains 2160 members 
Mstep: Class 36 contains 14080 members 
Mstep: Class 37 contains 1726 members 
Mstep: Class 38 contains 32363 members 
Mstep: Class 39 contains 2554 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3218 members 
Mstep: Class 42 contains 3868 members 
Mstep: Class 43 contains 31625 members 
Mstep: Class 44 contains 13939 members 
Mstep: Class 45 contains 13146 members 
Mstep: Class 46 contains 17836 members 
Mstep: Class 47 contains 29455 members 
Mstep: Class 48 contains 2527 members 
Mstep: Class 49 contains 12666 members 
Mstep: Class 50 contains 765 members 
Mstep: Class 51 contains 22489 members 
Mstep: Class 52 contains 1584 members 
Mstep: Class 53 contains 2402 members 
Mstep: Class 54 contains 15254 members 
Mstep: Class 55 contains 5293 members 
Mstep: Class 56 contains 2862 members 
Mstep: Class 57 contains 21232 members 
Mstep: Class 58 contains 6552 members 
Mstep: Class 59 contains 7337 members 
Mstep: Class 60 contains 1423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85897416.000000 Penalty: 129742.546875
Iteration 113Q: 61 clusters Score -8.589742e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 19097 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 3544 members 
Mstep: Class 7 contains 14723 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11077 members 
Mstep: Class 10 contains 5558 members 
Mstep: Class 11 contains 1526 members 
Mstep: Class 12 contains 29844 members 
Mstep: Class 13 contains 8609 members 
Mstep: Class 14 contains 11443 members 
Mstep: Class 15 contains 15991 members 
Mstep: Class 16 contains 32668 members 
Mstep: Class 17 contains 2267 members 
Mstep: Class 18 contains 4243 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 1618 members 
Mstep: Class 21 contains 26003 members 
Mstep: Class 22 contains 4524 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10844 members 
Mstep: Class 25 contains 13355 members 
Mstep: Class 26 contains 24869 members 
Mstep: Class 27 contains 16027 members 
Mstep: Class 28 contains 6686 members 
Mstep: Class 29 contains 7755 members 
Mstep: Class 30 contains 13756 members 
Mstep: Class 31 contains 3714 members 
Mstep: Class 32 contains 2340 members 
Mstep: Class 33 contains 3036 members 
Mstep: Class 34 contains 2398 members 
Mstep: Class 35 contains 2154 members 
Mstep: Class 36 contains 14017 members 
Mstep: Class 37 contains 1726 members 
Mstep: Class 38 contains 32286 members 
Mstep: Class 39 contains 2554 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3236 members 
Mstep: Class 42 contains 3866 members 
Mstep: Class 43 contains 31596 members 
Mstep: Class 44 contains 13959 members 
Mstep: Class 45 contains 13136 members 
Mstep: Class 46 contains 17830 members 
Mstep: Class 47 contains 29447 members 
Mstep: Class 48 contains 2539 members 
Mstep: Class 49 contains 12650 members 
Mstep: Class 50 contains 766 members 
Mstep: Class 51 contains 22498 members 
Mstep: Class 52 contains 1578 members 
Mstep: Class 53 contains 2401 members 
Mstep: Class 54 contains 15500 members 
Mstep: Class 55 contains 5291 members 
Mstep: Class 56 contains 2862 members 
Mstep: Class 57 contains 21302 members 
Mstep: Class 58 contains 6550 members 
Mstep: Class 59 contains 7324 members 
Mstep: Class 60 contains 1422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85897784.000000 Penalty: 129742.546875
Iteration 114Q: 61 clusters Score -8.589778e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1772 members 
Mstep: Class 3 contains 19092 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 28757 members 
Mstep: Class 6 contains 3544 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11076 members 
Mstep: Class 10 contains 5503 members 
Mstep: Class 11 contains 1527 members 
Mstep: Class 12 contains 29746 members 
Mstep: Class 13 contains 8601 members 
Mstep: Class 14 contains 11412 members 
Mstep: Class 15 contains 16006 members 
Mstep: Class 16 contains 32640 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 1614 members 
Mstep: Class 21 contains 25991 members 
Mstep: Class 22 contains 4527 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10844 members 
Mstep: Class 25 contains 13368 members 
Mstep: Class 26 contains 24869 members 
Mstep: Class 27 contains 15965 members 
Mstep: Class 28 contains 6685 members 
Mstep: Class 29 contains 7755 members 
Mstep: Class 30 contains 13731 members 
Mstep: Class 31 contains 3729 members 
Mstep: Class 32 contains 2341 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 2147 members 
Mstep: Class 36 contains 13963 members 
Mstep: Class 37 contains 1726 members 
Mstep: Class 38 contains 32195 members 
Mstep: Class 39 contains 2556 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3256 members 
Mstep: Class 42 contains 3865 members 
Mstep: Class 43 contains 31573 members 
Mstep: Class 44 contains 13985 members 
Mstep: Class 45 contains 13131 members 
Mstep: Class 46 contains 17826 members 
Mstep: Class 47 contains 29420 members 
Mstep: Class 48 contains 2562 members 
Mstep: Class 49 contains 12632 members 
Mstep: Class 50 contains 769 members 
Mstep: Class 51 contains 22502 members 
Mstep: Class 52 contains 1569 members 
Mstep: Class 53 contains 2401 members 
Mstep: Class 54 contains 15730 members 
Mstep: Class 55 contains 5289 members 
Mstep: Class 56 contains 2861 members 
Mstep: Class 57 contains 21387 members 
Mstep: Class 58 contains 6548 members 
Mstep: Class 59 contains 7317 members 
Mstep: Class 60 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85898128.000000 Penalty: 129742.546875
Iteration 115Q: 61 clusters Score -8.589813e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1770 members 
Mstep: Class 3 contains 19072 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 28877 members 
Mstep: Class 6 contains 3543 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11075 members 
Mstep: Class 10 contains 5446 members 
Mstep: Class 11 contains 1531 members 
Mstep: Class 12 contains 29643 members 
Mstep: Class 13 contains 8596 members 
Mstep: Class 14 contains 11376 members 
Mstep: Class 15 contains 16021 members 
Mstep: Class 16 contains 32602 members 
Mstep: Class 17 contains 2224 members 
Mstep: Class 18 contains 4271 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1617 members 
Mstep: Class 21 contains 25990 members 
Mstep: Class 22 contains 4529 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10839 members 
Mstep: Class 25 contains 13383 members 
Mstep: Class 26 contains 24868 members 
Mstep: Class 27 contains 15925 members 
Mstep: Class 28 contains 6681 members 
Mstep: Class 29 contains 7755 members 
Mstep: Class 30 contains 13714 members 
Mstep: Class 31 contains 3740 members 
Mstep: Class 32 contains 2341 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 2415 members 
Mstep: Class 35 contains 2143 members 
Mstep: Class 36 contains 13915 members 
Mstep: Class 37 contains 1726 members 
Mstep: Class 38 contains 32115 members 
Mstep: Class 39 contains 2556 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3278 members 
Mstep: Class 42 contains 3863 members 
Mstep: Class 43 contains 31539 members 
Mstep: Class 44 contains 14025 members 
Mstep: Class 45 contains 13133 members 
Mstep: Class 46 contains 17824 members 
Mstep: Class 47 contains 29397 members 
Mstep: Class 48 contains 2586 members 
Mstep: Class 49 contains 12628 members 
Mstep: Class 50 contains 769 members 
Mstep: Class 51 contains 22487 members 
Mstep: Class 52 contains 1569 members 
Mstep: Class 53 contains 2400 members 
Mstep: Class 54 contains 15952 members 
Mstep: Class 55 contains 5286 members 
Mstep: Class 56 contains 2863 members 
Mstep: Class 57 contains 21465 members 
Mstep: Class 58 contains 6539 members 
Mstep: Class 59 contains 7314 members 
Mstep: Class 60 contains 1417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85898536.000000 Penalty: 129742.546875
Iteration 116Q: 61 clusters Score -8.589854e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1769 members 
Mstep: Class 3 contains 19058 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 28976 members 
Mstep: Class 6 contains 3543 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11074 members 
Mstep: Class 10 contains 5415 members 
Mstep: Class 11 contains 1532 members 
Mstep: Class 12 contains 29547 members 
Mstep: Class 13 contains 8576 members 
Mstep: Class 14 contains 11337 members 
Mstep: Class 15 contains 16034 members 
Mstep: Class 16 contains 32558 members 
Mstep: Class 17 contains 2203 members 
Mstep: Class 18 contains 4289 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1612 members 
Mstep: Class 21 contains 25988 members 
Mstep: Class 22 contains 4529 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10841 members 
Mstep: Class 25 contains 13396 members 
Mstep: Class 26 contains 24866 members 
Mstep: Class 27 contains 15897 members 
Mstep: Class 28 contains 6672 members 
Mstep: Class 29 contains 7752 members 
Mstep: Class 30 contains 13693 members 
Mstep: Class 31 contains 3751 members 
Mstep: Class 32 contains 2340 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 2425 members 
Mstep: Class 35 contains 2138 members 
Mstep: Class 36 contains 13875 members 
Mstep: Class 37 contains 1725 members 
Mstep: Class 38 contains 32062 members 
Mstep: Class 39 contains 2555 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3304 members 
Mstep: Class 42 contains 3863 members 
Mstep: Class 43 contains 31507 members 
Mstep: Class 44 contains 14050 members 
Mstep: Class 45 contains 13131 members 
Mstep: Class 46 contains 17822 members 
Mstep: Class 47 contains 29385 members 
Mstep: Class 48 contains 2618 members 
Mstep: Class 49 contains 12619 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 22476 members 
Mstep: Class 52 contains 1568 members 
Mstep: Class 53 contains 2398 members 
Mstep: Class 54 contains 16161 members 
Mstep: Class 55 contains 5288 members 
Mstep: Class 56 contains 2864 members 
Mstep: Class 57 contains 21542 members 
Mstep: Class 58 contains 6521 members 
Mstep: Class 59 contains 7305 members 
Mstep: Class 60 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85898912.000000 Penalty: 129742.546875
Iteration 117Q: 61 clusters Score -8.589891e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1769 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29074 members 
Mstep: Class 6 contains 3542 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11074 members 
Mstep: Class 10 contains 5369 members 
Mstep: Class 11 contains 1531 members 
Mstep: Class 12 contains 29417 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 14 contains 11308 members 
Mstep: Class 15 contains 16047 members 
Mstep: Class 16 contains 32509 members 
Mstep: Class 17 contains 2178 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1607 members 
Mstep: Class 21 contains 25970 members 
Mstep: Class 22 contains 4532 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10839 members 
Mstep: Class 25 contains 13415 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 15840 members 
Mstep: Class 28 contains 6656 members 
Mstep: Class 29 contains 7754 members 
Mstep: Class 30 contains 13675 members 
Mstep: Class 31 contains 3766 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 3032 members 
Mstep: Class 34 contains 2424 members 
Mstep: Class 35 contains 2132 members 
Mstep: Class 36 contains 13834 members 
Mstep: Class 37 contains 1725 members 
Mstep: Class 38 contains 31994 members 
Mstep: Class 39 contains 2555 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 3861 members 
Mstep: Class 43 contains 31499 members 
Mstep: Class 44 contains 14078 members 
Mstep: Class 45 contains 13132 members 
Mstep: Class 46 contains 17820 members 
Mstep: Class 47 contains 29384 members 
Mstep: Class 48 contains 2644 members 
Mstep: Class 49 contains 12611 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 22482 members 
Mstep: Class 52 contains 1567 members 
Mstep: Class 53 contains 2400 members 
Mstep: Class 54 contains 16409 members 
Mstep: Class 55 contains 5295 members 
Mstep: Class 56 contains 2863 members 
Mstep: Class 57 contains 21609 members 
Mstep: Class 58 contains 6510 members 
Mstep: Class 59 contains 7300 members 
Mstep: Class 60 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85899152.000000 Penalty: 129742.546875
Iteration 118Q: 61 clusters Score -8.589915e+07 nChanged 1229
Entering ConstructFrom: 
Score: -85899152.000000 Penalty: 129742.546875
Entering ConstructFrom: 
Trying to split cluster 1 (1642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Entering Unmasked Estep 
Score: -194166.578125 Penalty: 1203.096436
	Iteration 0F: 2 clusters Score -194166.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -192373.718750 Penalty: 2406.192871
	Iteration 0F: 3 clusters Score -192373.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -192912.828125 Penalty: 2406.192871
	Iteration 1F: 3 clusters Score -192912.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -193246.593750 Penalty: 2406.192871
	Iteration 2F: 3 clusters Score -193246.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -193630.796875 Penalty: 2406.192871
	Iteration 3F: 3 clusters Score -193630.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -194029.828125 Penalty: 2406.192871
	Iteration 4F: 3 clusters Score -194029.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -194312.531250 Penalty: 2406.192871
	Iteration 5F: 3 clusters Score -194312.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -194428.640625 Penalty: 2406.192871
	Iteration 6Q: 3 clusters Score -194428.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -194477.703125 Penalty: 2406.192871
	Iteration 7Q: 3 clusters Score -194477.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -194503.640625 Penalty: 2406.192871
	Iteration 8Q: 3 clusters Score -194503.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -194510.703125 Penalty: 2406.192871
	Iteration 9Q: 3 clusters Score -194510.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -194513.750000 Penalty: 2406.192871
	Iteration 10Q: 3 clusters Score -194513.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -194513.859375 Penalty: 2406.192871
	Iteration 11Q: 3 clusters Score -194513.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -194514.312500 Penalty: 2406.192871
	Iteration 12Q: 3 clusters Score -194514.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -194514.812500 Penalty: 2406.192871
	Iteration 13Q: 3 clusters Score -194514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -194515.281250 Penalty: 2406.192871
	Iteration 14Q: 3 clusters Score -194515.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -194515.281250 Penalty: 2406.192871
	Iteration 15F: 3 clusters Score -194515.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 3542 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 16063 members 
Mstep: Class 16 contains 32485 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 25957 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 13425 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 15777 members 
Mstep: Class 28 contains 6646 members 
Mstep: Class 29 contains 7756 members 
Mstep: Class 30 contains 13643 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 2430 members 
Mstep: Class 35 contains 2122 members 
Mstep: Class 36 contains 13785 members 
Mstep: Class 37 contains 1725 members 
Mstep: Class 38 contains 31928 members 
Mstep: Class 39 contains 2555 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3364 members 
Mstep: Class 42 contains 3863 members 
Mstep: Class 43 contains 31485 members 
Mstep: Class 44 contains 14106 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 17814 members 
Mstep: Class 47 contains 29363 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 12605 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 22484 members 
Mstep: Class 52 contains 1569 members 
Mstep: Class 53 contains 2400 members 
Mstep: Class 54 contains 16670 members 
Mstep: Class 55 contains 5292 members 
Mstep: Class 56 contains 2863 members 
Mstep: Class 57 contains 21686 members 
Mstep: Class 58 contains 6497 members 
Mstep: Class 59 contains 7300 members 
Mstep: Class 60 contains 1420 members 
Mstep: Class 61 contains 468 members 
Entering Unmasked Estep 
Score: -85898280.000000 Penalty: 131904.921875
Splitting cluster 1 changes total score from -85899152.000000 to -85898280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Entering Unmasked Estep 
Score: -225592.984375 Penalty: 1215.386230
	Iteration 0F: 2 clusters Score -225593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -223727.171875 Penalty: 2430.772461
	Iteration 0F: 3 clusters Score -223727.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -224410.265625 Penalty: 2430.772461
	Iteration 1F: 3 clusters Score -224410.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -224667.171875 Penalty: 2430.772461
	Iteration 2F: 3 clusters Score -224667.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -224928.781250 Penalty: 2430.772461
	Iteration 3F: 3 clusters Score -224928.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -225210.609375 Penalty: 2430.772461
	Iteration 4F: 3 clusters Score -225210.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -225355.859375 Penalty: 2430.772461
	Iteration 5F: 3 clusters Score -225355.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -225465.640625 Penalty: 2430.772461
	Iteration 6Q: 3 clusters Score -225465.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -225596.328125 Penalty: 2430.772461
	Iteration 7Q: 3 clusters Score -225596.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -225691.796875 Penalty: 2430.772461
	Iteration 8Q: 3 clusters Score -225691.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -225734.890625 Penalty: 2430.772461
	Iteration 9Q: 3 clusters Score -225734.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -225766.953125 Penalty: 2430.772461
	Iteration 10Q: 3 clusters Score -225767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -225796.296875 Penalty: 2430.772461
	Iteration 11Q: 3 clusters Score -225796.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -225814.218750 Penalty: 2430.772461
	Iteration 12Q: 3 clusters Score -225814.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -225820.125000 Penalty: 2430.772461
	Iteration 13Q: 3 clusters Score -225820.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -225823.687500 Penalty: 2430.772461
	Iteration 14Q: 3 clusters Score -225823.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -225826.687500 Penalty: 2430.772461
	Iteration 15Q: 3 clusters Score -225826.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -225827.109375 Penalty: 2430.772461
	Iteration 16Q: 3 clusters Score -225827.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -225827.687500 Penalty: 2430.772461
	Iteration 17F: 3 clusters Score -225827.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -225829.578125 Penalty: 2430.772461
	Iteration 18Q: 3 clusters Score -225829.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -225830.765625 Penalty: 2430.772461
	Iteration 19Q: 3 clusters Score -225830.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -225831.265625 Penalty: 2430.772461
	Iteration 20F: 3 clusters Score -225831.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -225831.984375 Penalty: 2430.772461
	Iteration 21Q: 3 clusters Score -225832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -225831.984375 Penalty: 2430.772461
	Iteration 22F: 3 clusters Score -225832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 866 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 3542 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 16063 members 
Mstep: Class 16 contains 32485 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 25957 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 13425 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 15777 members 
Mstep: Class 28 contains 6646 members 
Mstep: Class 29 contains 7756 members 
Mstep: Class 30 contains 13643 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 2430 members 
Mstep: Class 35 contains 2122 members 
Mstep: Class 36 contains 13785 members 
Mstep: Class 37 contains 1725 members 
Mstep: Class 38 contains 31928 members 
Mstep: Class 39 contains 2555 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3364 members 
Mstep: Class 42 contains 3863 members 
Mstep: Class 43 contains 31485 members 
Mstep: Class 44 contains 14106 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 17814 members 
Mstep: Class 47 contains 29363 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 12605 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 22484 members 
Mstep: Class 52 contains 1569 members 
Mstep: Class 53 contains 2400 members 
Mstep: Class 54 contains 16670 members 
Mstep: Class 55 contains 5292 members 
Mstep: Class 56 contains 2863 members 
Mstep: Class 57 contains 21686 members 
Mstep: Class 58 contains 6497 members 
Mstep: Class 59 contains 7300 members 
Mstep: Class 60 contains 1420 members 
Mstep: Class 61 contains 905 members 
Entering Unmasked Estep 
Score: -85898448.000000 Penalty: 131904.921875
Splitting cluster 2 changes total score from -85899152.000000 to -85898448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (19046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Entering Unmasked Estep 
Score: -2883931.250000 Penalty: 1601.374512
	Iteration 0F: 2 clusters Score -2883931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2871465.000000 Penalty: 3202.749023
	Iteration 0F: 3 clusters Score -2871465 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2876114.500000 Penalty: 3202.749023
	Iteration 1F: 3 clusters Score -2876114 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2876429.250000 Penalty: 3202.749023
	Iteration 2F: 3 clusters Score -2876429 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2876688.250000 Penalty: 3202.749023
	Iteration 3Q: 3 clusters Score -2876688 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2876945.250000 Penalty: 3202.749023
	Iteration 4Q: 3 clusters Score -2876945 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2877202.250000 Penalty: 3202.749023
	Iteration 5Q: 3 clusters Score -2877202 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2877506.750000 Penalty: 3202.749023
	Iteration 6Q: 3 clusters Score -2877507 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2877822.250000 Penalty: 3202.749023
	Iteration 7Q: 3 clusters Score -2877822 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2878143.250000 Penalty: 3202.749023
	Iteration 8Q: 3 clusters Score -2878143 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2878438.000000 Penalty: 3202.749023
	Iteration 9Q: 3 clusters Score -2878438 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2878763.250000 Penalty: 3202.749023
	Iteration 10Q: 3 clusters Score -2878763 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2879133.250000 Penalty: 3202.749023
	Iteration 11Q: 3 clusters Score -2879133 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2879603.000000 Penalty: 3202.749023
	Iteration 12Q: 3 clusters Score -2879603 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2880142.750000 Penalty: 3202.749023
	Iteration 13Q: 3 clusters Score -2880143 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2880734.750000 Penalty: 3202.749023
	Iteration 14Q: 3 clusters Score -2880735 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2881227.000000 Penalty: 3202.749023
	Iteration 15Q: 3 clusters Score -2881227 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2881576.750000 Penalty: 3202.749023
	Iteration 16Q: 3 clusters Score -2881577 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2881802.000000 Penalty: 3202.749023
	Iteration 17Q: 3 clusters Score -2881802 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2881953.250000 Penalty: 3202.749023
	Iteration 18Q: 3 clusters Score -2881953 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2882020.500000 Penalty: 3202.749023
	Iteration 19Q: 3 clusters Score -2882020 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2882077.750000 Penalty: 3202.749023
	Iteration 20F: 3 clusters Score -2882078 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2882085.750000 Penalty: 3202.749023
	Iteration 21Q: 3 clusters Score -2882086 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2882133.750000 Penalty: 3202.749023
	Iteration 22Q: 3 clusters Score -2882134 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2882149.750000 Penalty: 3202.749023
	Iteration 23Q: 3 clusters Score -2882150 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2882184.500000 Penalty: 3202.749023
	Iteration 24Q: 3 clusters Score -2882184 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2882216.500000 Penalty: 3202.749023
	Iteration 25Q: 3 clusters Score -2882216 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2882232.250000 Penalty: 3202.749023
	Iteration 26Q: 3 clusters Score -2882232 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2882254.000000 Penalty: 3202.749023
	Iteration 27Q: 3 clusters Score -2882254 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2882266.250000 Penalty: 3202.749023
	Iteration 28Q: 3 clusters Score -2882266 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2882280.500000 Penalty: 3202.749023
	Iteration 29Q: 3 clusters Score -2882280 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2882303.000000 Penalty: 3202.749023
	Iteration 30Q: 3 clusters Score -2882303 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2882312.750000 Penalty: 3202.749023
	Iteration 31Q: 3 clusters Score -2882313 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2882329.500000 Penalty: 3202.749023
	Iteration 32Q: 3 clusters Score -2882330 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2882343.000000 Penalty: 3202.749023
	Iteration 33Q: 3 clusters Score -2882343 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2882356.750000 Penalty: 3202.749023
	Iteration 34Q: 3 clusters Score -2882357 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2882372.750000 Penalty: 3202.749023
	Iteration 35Q: 3 clusters Score -2882373 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2882384.750000 Penalty: 3202.749023
	Iteration 36Q: 3 clusters Score -2882385 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2882391.500000 Penalty: 3202.749023
	Iteration 37Q: 3 clusters Score -2882392 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2882391.750000 Penalty: 3202.749023
	Iteration 38Q: 3 clusters Score -2882392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2882399.000000 Penalty: 3202.749023
	Iteration 39Q: 3 clusters Score -2882399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2882397.500000 Penalty: 3202.749023
	Iteration 40F: 3 clusters Score -2882398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2882404.250000 Penalty: 3202.749023
	Iteration 41Q: 3 clusters Score -2882404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2882409.250000 Penalty: 3202.749023
	Iteration 42Q: 3 clusters Score -2882409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2882414.000000 Penalty: 3202.749023
	Iteration 43Q: 3 clusters Score -2882414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2882416.500000 Penalty: 3202.749023
	Iteration 44Q: 3 clusters Score -2882416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2882417.250000 Penalty: 3202.749023
	Iteration 45Q: 3 clusters Score -2882417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2882427.250000 Penalty: 3202.749023
	Iteration 46Q: 3 clusters Score -2882427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2882427.250000 Penalty: 3202.749023
	Iteration 47Q: 3 clusters Score -2882427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2882424.750000 Penalty: 3202.749023
	Iteration 48Q: 3 clusters Score -2882425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2882433.000000 Penalty: 3202.749023
	Iteration 49Q: 3 clusters Score -2882433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2882432.750000 Penalty: 3202.749023
	Iteration 50Q: 3 clusters Score -2882433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2882434.250000 Penalty: 3202.749023
	Iteration 51Q: 3 clusters Score -2882434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2882435.500000 Penalty: 3202.749023
	Iteration 52Q: 3 clusters Score -2882436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2882434.750000 Penalty: 3202.749023
	Iteration 53Q: 3 clusters Score -2882435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2882430.750000 Penalty: 3202.749023
	Iteration 54Q: 3 clusters Score -2882431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2882436.000000 Penalty: 3202.749023
	Iteration 55Q: 3 clusters Score -2882436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2882433.250000 Penalty: 3202.749023
	Iteration 56Q: 3 clusters Score -2882433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2882433.250000 Penalty: 3202.749023
	Iteration 57Q: 3 clusters Score -2882433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2882433.500000 Penalty: 3202.749023
	Iteration 58Q: 3 clusters Score -2882434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2882433.500000 Penalty: 3202.749023
	Iteration 59F: 3 clusters Score -2882434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -159341.625000 Penalty: 1169.096069
	Iteration 0F: 2 clusters Score -159341.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -157790.171875 Penalty: 2338.192139
	Iteration 0F: 3 clusters Score -157790.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -158277.046875 Penalty: 2338.192139
	Iteration 1F: 3 clusters Score -158277 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -158546.218750 Penalty: 2338.192139
	Iteration 2F: 3 clusters Score -158546.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -158751.781250 Penalty: 2338.192139
	Iteration 3F: 3 clusters Score -158751.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -158919.046875 Penalty: 2338.192139
	Iteration 4F: 3 clusters Score -158919 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -159047.562500 Penalty: 2338.192139
	Iteration 5F: 3 clusters Score -159047.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -159150.921875 Penalty: 2338.192139
	Iteration 6Q: 3 clusters Score -159150.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -159228.609375 Penalty: 2338.192139
	Iteration 7Q: 3 clusters Score -159228.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -159293.828125 Penalty: 2338.192139
	Iteration 8Q: 3 clusters Score -159293.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -159354.875000 Penalty: 2338.192139
	Iteration 9Q: 3 clusters Score -159354.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -159418.031250 Penalty: 2338.192139
	Iteration 10Q: 3 clusters Score -159418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -159450.156250 Penalty: 2338.192139
	Iteration 11Q: 3 clusters Score -159450.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -159469.140625 Penalty: 2338.192139
	Iteration 12Q: 3 clusters Score -159469.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -159478.265625 Penalty: 2338.192139
	Iteration 13Q: 3 clusters Score -159478.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -159488.484375 Penalty: 2338.192139
	Iteration 14Q: 3 clusters Score -159488.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -159504.703125 Penalty: 2338.192139
	Iteration 15Q: 3 clusters Score -159504.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -159514.703125 Penalty: 2338.192139
	Iteration 16Q: 3 clusters Score -159514.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -159525.859375 Penalty: 2338.192139
	Iteration 17Q: 3 clusters Score -159525.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -159540.453125 Penalty: 2338.192139
	Iteration 18Q: 3 clusters Score -159540.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -159546.765625 Penalty: 2338.192139
	Iteration 19Q: 3 clusters Score -159546.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -159551.843750 Penalty: 2338.192139
	Iteration 20F: 3 clusters Score -159551.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -159553.703125 Penalty: 2338.192139
	Iteration 21Q: 3 clusters Score -159553.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -159555.046875 Penalty: 2338.192139
	Iteration 22Q: 3 clusters Score -159555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -159555.828125 Penalty: 2338.192139
	Iteration 23Q: 3 clusters Score -159555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -159555.890625 Penalty: 2338.192139
	Iteration 24Q: 3 clusters Score -159555.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -159555.890625 Penalty: 2338.192139
	Iteration 25F: 3 clusters Score -159555.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 712 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 3542 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 16063 members 
Mstep: Class 16 contains 32485 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 25957 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 13425 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 15777 members 
Mstep: Class 28 contains 6646 members 
Mstep: Class 29 contains 7756 members 
Mstep: Class 30 contains 13643 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 2430 members 
Mstep: Class 35 contains 2122 members 
Mstep: Class 36 contains 13785 members 
Mstep: Class 37 contains 1725 members 
Mstep: Class 38 contains 31928 members 
Mstep: Class 39 contains 2555 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3364 members 
Mstep: Class 42 contains 3863 members 
Mstep: Class 43 contains 31485 members 
Mstep: Class 44 contains 14106 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 17814 members 
Mstep: Class 47 contains 29363 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 12605 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 22484 members 
Mstep: Class 52 contains 1569 members 
Mstep: Class 53 contains 2400 members 
Mstep: Class 54 contains 16670 members 
Mstep: Class 55 contains 5292 members 
Mstep: Class 56 contains 2863 members 
Mstep: Class 57 contains 21686 members 
Mstep: Class 58 contains 6497 members 
Mstep: Class 59 contains 7300 members 
Mstep: Class 60 contains 1420 members 
Mstep: Class 61 contains 620 members 
Entering Unmasked Estep 
Score: -85898352.000000 Penalty: 131904.921875
Splitting cluster 4 changes total score from -85899152.000000 to -85898352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (29155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Entering Unmasked Estep 
Score: -4445735.000000 Penalty: 1670.562134
	Iteration 0F: 2 clusters Score -4445735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -4428827.500000 Penalty: 3341.124268
	Iteration 0F: 3 clusters Score -4428828 nChanged 13457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -4436779.000000 Penalty: 3341.124268
	Iteration 1F: 3 clusters Score -4436779 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -4437424.000000 Penalty: 3341.124268
	Iteration 2F: 3 clusters Score -4437424 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -4437967.500000 Penalty: 3341.124268
	Iteration 3F: 3 clusters Score -4437968 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -4438459.000000 Penalty: 3341.124268
	Iteration 4F: 3 clusters Score -4438459 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -4438984.500000 Penalty: 3341.124268
	Iteration 5F: 3 clusters Score -4438984 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -4439536.500000 Penalty: 3341.124268
	Iteration 6Q: 3 clusters Score -4439536 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -4440081.500000 Penalty: 3341.124268
	Iteration 7Q: 3 clusters Score -4440082 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -4440549.500000 Penalty: 3341.124268
	Iteration 8Q: 3 clusters Score -4440550 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -4441046.000000 Penalty: 3341.124268
	Iteration 9Q: 3 clusters Score -4441046 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -4441446.500000 Penalty: 3341.124268
	Iteration 10Q: 3 clusters Score -4441446 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -4441733.500000 Penalty: 3341.124268
	Iteration 11Q: 3 clusters Score -4441734 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -4441893.000000 Penalty: 3341.124268
	Iteration 12Q: 3 clusters Score -4441893 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -4441960.500000 Penalty: 3341.124268
	Iteration 13Q: 3 clusters Score -4441960 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -4442013.500000 Penalty: 3341.124268
	Iteration 14Q: 3 clusters Score -4442014 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -4442054.000000 Penalty: 3341.124268
	Iteration 15Q: 3 clusters Score -4442054 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -4442117.500000 Penalty: 3341.124268
	Iteration 16Q: 3 clusters Score -4442118 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -4442166.500000 Penalty: 3341.124268
	Iteration 17Q: 3 clusters Score -4442166 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -4442202.000000 Penalty: 3341.124268
	Iteration 18Q: 3 clusters Score -4442202 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -4442262.500000 Penalty: 3341.124268
	Iteration 19Q: 3 clusters Score -4442262 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -4442282.500000 Penalty: 3341.124268
	Iteration 20F: 3 clusters Score -4442282 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -4442338.500000 Penalty: 3341.124268
	Iteration 21Q: 3 clusters Score -4442338 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -4442400.500000 Penalty: 3341.124268
	Iteration 22Q: 3 clusters Score -4442400 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -4442436.500000 Penalty: 3341.124268
	Iteration 23Q: 3 clusters Score -4442436 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -4442481.500000 Penalty: 3341.124268
	Iteration 24Q: 3 clusters Score -4442482 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -4442534.000000 Penalty: 3341.124268
	Iteration 25Q: 3 clusters Score -4442534 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -4442593.500000 Penalty: 3341.124268
	Iteration 26Q: 3 clusters Score -4442594 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -4442635.500000 Penalty: 3341.124268
	Iteration 27Q: 3 clusters Score -4442636 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -4442700.500000 Penalty: 3341.124268
	Iteration 28Q: 3 clusters Score -4442700 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -4442764.500000 Penalty: 3341.124268
	Iteration 29Q: 3 clusters Score -4442764 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -4442841.500000 Penalty: 3341.124268
	Iteration 30Q: 3 clusters Score -4442842 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -4442925.500000 Penalty: 3341.124268
	Iteration 31Q: 3 clusters Score -4442926 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -4443004.500000 Penalty: 3341.124268
	Iteration 32Q: 3 clusters Score -4443004 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -4443106.000000 Penalty: 3341.124268
	Iteration 33Q: 3 clusters Score -4443106 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -4443198.500000 Penalty: 3341.124268
	Iteration 34Q: 3 clusters Score -4443198 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -4443332.000000 Penalty: 3341.124268
	Iteration 35Q: 3 clusters Score -4443332 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -4443466.500000 Penalty: 3341.124268
	Iteration 36Q: 3 clusters Score -4443466 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -4443615.000000 Penalty: 3341.124268
	Iteration 37Q: 3 clusters Score -4443615 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -4443776.000000 Penalty: 3341.124268
	Iteration 38Q: 3 clusters Score -4443776 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -4443951.000000 Penalty: 3341.124268
	Iteration 39Q: 3 clusters Score -4443951 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -4444132.000000 Penalty: 3341.124268
	Iteration 40F: 3 clusters Score -4444132 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -4444381.000000 Penalty: 3341.124268
	Iteration 41Q: 3 clusters Score -4444381 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -4444606.000000 Penalty: 3341.124268
	Iteration 42Q: 3 clusters Score -4444606 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -4444862.000000 Penalty: 3341.124268
	Iteration 43Q: 3 clusters Score -4444862 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -4445076.500000 Penalty: 3341.124268
	Iteration 44Q: 3 clusters Score -4445076 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -4445227.500000 Penalty: 3341.124268
	Iteration 45Q: 3 clusters Score -4445228 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -4445326.500000 Penalty: 3341.124268
	Iteration 46Q: 3 clusters Score -4445326 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -4445422.000000 Penalty: 3341.124268
	Iteration 47Q: 3 clusters Score -4445422 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -4445487.500000 Penalty: 3341.124268
	Iteration 48Q: 3 clusters Score -4445488 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -4445533.000000 Penalty: 3341.124268
	Iteration 49Q: 3 clusters Score -4445533 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -4445528.000000 Penalty: 3341.124268
	Iteration 50Q: 3 clusters Score -4445528 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -4445517.500000 Penalty: 3341.124268
	Iteration 51Q: 3 clusters Score -4445518 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -4445517.000000 Penalty: 3341.124268
	Iteration 52Q: 3 clusters Score -4445517 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -4445466.000000 Penalty: 3341.124268
	Iteration 53Q: 3 clusters Score -4445466 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -4445411.000000 Penalty: 3341.124268
	Iteration 54Q: 3 clusters Score -4445411 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -4445388.000000 Penalty: 3341.124268
	Iteration 55Q: 3 clusters Score -4445388 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -4445343.000000 Penalty: 3341.124268
	Iteration 56Q: 3 clusters Score -4445343 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -4445321.000000 Penalty: 3341.124268
	Iteration 57Q: 3 clusters Score -4445321 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -4445304.500000 Penalty: 3341.124268
	Iteration 58Q: 3 clusters Score -4445304 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -4445277.500000 Penalty: 3341.124268
	Iteration 59Q: 3 clusters Score -4445278 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -4445334.000000 Penalty: 3341.124268
	Iteration 60F: 3 clusters Score -4445334 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -4445314.500000 Penalty: 3341.124268
	Iteration 61Q: 3 clusters Score -4445314 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -4445282.000000 Penalty: 3341.124268
	Iteration 62Q: 3 clusters Score -4445282 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -4445269.500000 Penalty: 3341.124268
	Iteration 63Q: 3 clusters Score -4445270 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -4445264.500000 Penalty: 3341.124268
	Iteration 64Q: 3 clusters Score -4445264 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -4445239.500000 Penalty: 3341.124268
	Iteration 65Q: 3 clusters Score -4445240 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -4445193.500000 Penalty: 3341.124268
	Iteration 66Q: 3 clusters Score -4445194 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -4445148.500000 Penalty: 3341.124268
	Iteration 67Q: 3 clusters Score -4445148 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -4445121.000000 Penalty: 3341.124268
	Iteration 68Q: 3 clusters Score -4445121 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -4445111.000000 Penalty: 3341.124268
	Iteration 69Q: 3 clusters Score -4445111 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -4445075.500000 Penalty: 3341.124268
	Iteration 70Q: 3 clusters Score -4445076 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -4445055.500000 Penalty: 3341.124268
	Iteration 71Q: 3 clusters Score -4445056 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -4445006.000000 Penalty: 3341.124268
	Iteration 72Q: 3 clusters Score -4445006 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -4445015.500000 Penalty: 3341.124268
	Iteration 73Q: 3 clusters Score -4445016 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -4444975.000000 Penalty: 3341.124268
	Iteration 74Q: 3 clusters Score -4444975 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -4444943.000000 Penalty: 3341.124268
	Iteration 75Q: 3 clusters Score -4444943 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -4444910.000000 Penalty: 3341.124268
	Iteration 76Q: 3 clusters Score -4444910 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -4444887.500000 Penalty: 3341.124268
	Iteration 77Q: 3 clusters Score -4444888 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -4444871.000000 Penalty: 3341.124268
	Iteration 78Q: 3 clusters Score -4444871 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -4444842.500000 Penalty: 3341.124268
	Iteration 79Q: 3 clusters Score -4444842 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -4444819.000000 Penalty: 3341.124268
	Iteration 80F: 3 clusters Score -4444819 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -4444801.500000 Penalty: 3341.124268
	Iteration 81Q: 3 clusters Score -4444802 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -4444785.500000 Penalty: 3341.124268
	Iteration 82Q: 3 clusters Score -4444786 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -4444758.500000 Penalty: 3341.124268
	Iteration 83Q: 3 clusters Score -4444758 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -4444734.000000 Penalty: 3341.124268
	Iteration 84Q: 3 clusters Score -4444734 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -4444711.000000 Penalty: 3341.124268
	Iteration 85Q: 3 clusters Score -4444711 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -4444702.500000 Penalty: 3341.124268
	Iteration 86Q: 3 clusters Score -4444702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -4444676.000000 Penalty: 3341.124268
	Iteration 87Q: 3 clusters Score -4444676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -4444668.000000 Penalty: 3341.124268
	Iteration 88Q: 3 clusters Score -4444668 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -4444661.000000 Penalty: 3341.124268
	Iteration 89Q: 3 clusters Score -4444661 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -4444641.000000 Penalty: 3341.124268
	Iteration 90Q: 3 clusters Score -4444641 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -4444649.500000 Penalty: 3341.124268
	Iteration 91Q: 3 clusters Score -4444650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -4444632.500000 Penalty: 3341.124268
	Iteration 92Q: 3 clusters Score -4444632 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -4444634.000000 Penalty: 3341.124268
	Iteration 93Q: 3 clusters Score -4444634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -4444634.500000 Penalty: 3341.124268
	Iteration 94Q: 3 clusters Score -4444634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -4444632.000000 Penalty: 3341.124268
	Iteration 95Q: 3 clusters Score -4444632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -4444629.000000 Penalty: 3341.124268
	Iteration 96Q: 3 clusters Score -4444629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -4444627.000000 Penalty: 3341.124268
	Iteration 97Q: 3 clusters Score -4444627 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -4444606.500000 Penalty: 3341.124268
	Iteration 98Q: 3 clusters Score -4444606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -4444601.000000 Penalty: 3341.124268
	Iteration 99Q: 3 clusters Score -4444601 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -4444579.000000 Penalty: 3341.124268
	Iteration 100F: 3 clusters Score -4444579 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -4444571.000000 Penalty: 3341.124268
	Iteration 101Q: 3 clusters Score -4444571 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -4444562.000000 Penalty: 3341.124268
	Iteration 102Q: 3 clusters Score -4444562 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -4444555.000000 Penalty: 3341.124268
	Iteration 103Q: 3 clusters Score -4444555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -4444546.500000 Penalty: 3341.124268
	Iteration 104Q: 3 clusters Score -4444546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -4444546.000000 Penalty: 3341.124268
	Iteration 105Q: 3 clusters Score -4444546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -4444513.000000 Penalty: 3341.124268
	Iteration 106Q: 3 clusters Score -4444513 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -4444474.500000 Penalty: 3341.124268
	Iteration 107Q: 3 clusters Score -4444474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -4444479.000000 Penalty: 3341.124268
	Iteration 108Q: 3 clusters Score -4444479 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -4444471.000000 Penalty: 3341.124268
	Iteration 109Q: 3 clusters Score -4444471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -4444469.500000 Penalty: 3341.124268
	Iteration 110Q: 3 clusters Score -4444470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -4444468.000000 Penalty: 3341.124268
	Iteration 111Q: 3 clusters Score -4444468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -4444457.500000 Penalty: 3341.124268
	Iteration 112Q: 3 clusters Score -4444458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -4444448.500000 Penalty: 3341.124268
	Iteration 113Q: 3 clusters Score -4444448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -4444451.000000 Penalty: 3341.124268
	Iteration 114Q: 3 clusters Score -4444451 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -4444443.000000 Penalty: 3341.124268
	Iteration 115Q: 3 clusters Score -4444443 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -4444427.000000 Penalty: 3341.124268
	Iteration 116Q: 3 clusters Score -4444427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -4444423.500000 Penalty: 3341.124268
	Iteration 117Q: 3 clusters Score -4444424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -4444408.000000 Penalty: 3341.124268
	Iteration 118Q: 3 clusters Score -4444408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -4444391.500000 Penalty: 3341.124268
	Iteration 119Q: 3 clusters Score -4444392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -4444393.000000 Penalty: 3341.124268
	Iteration 120F: 3 clusters Score -4444393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -4444384.000000 Penalty: 3341.124268
	Iteration 121Q: 3 clusters Score -4444384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -4444377.000000 Penalty: 3341.124268
	Iteration 122Q: 3 clusters Score -4444377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -4444367.500000 Penalty: 3341.124268
	Iteration 123Q: 3 clusters Score -4444368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -4444370.000000 Penalty: 3341.124268
	Iteration 124Q: 3 clusters Score -4444370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -4444364.000000 Penalty: 3341.124268
	Iteration 125Q: 3 clusters Score -4444364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -4444350.500000 Penalty: 3341.124268
	Iteration 126Q: 3 clusters Score -4444350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -4444342.000000 Penalty: 3341.124268
	Iteration 127Q: 3 clusters Score -4444342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -4444341.500000 Penalty: 3341.124268
	Iteration 128Q: 3 clusters Score -4444342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -4444339.500000 Penalty: 3341.124268
	Iteration 129Q: 3 clusters Score -4444340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -4444336.000000 Penalty: 3341.124268
	Iteration 130Q: 3 clusters Score -4444336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -4444340.500000 Penalty: 3341.124268
	Iteration 131Q: 3 clusters Score -4444340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -4444332.500000 Penalty: 3341.124268
	Iteration 132Q: 3 clusters Score -4444332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -4444329.500000 Penalty: 3341.124268
	Iteration 133Q: 3 clusters Score -4444330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -4444327.500000 Penalty: 3341.124268
	Iteration 134Q: 3 clusters Score -4444328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -4444326.500000 Penalty: 3341.124268
	Iteration 135Q: 3 clusters Score -4444326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -4444324.500000 Penalty: 3341.124268
	Iteration 136Q: 3 clusters Score -4444324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -4444319.500000 Penalty: 3341.124268
	Iteration 137Q: 3 clusters Score -4444320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -4444319.500000 Penalty: 3341.124268
	Iteration 138F: 3 clusters Score -4444320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Entering Unmasked Estep 
Score: -440376.687500 Penalty: 1328.022705
	Iteration 0F: 2 clusters Score -440376.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -437343.375000 Penalty: 2656.045410
	Iteration 0F: 3 clusters Score -437343.4 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -438376.281250 Penalty: 2656.045410
	Iteration 1F: 3 clusters Score -438376.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -438973.343750 Penalty: 2656.045410
	Iteration 2F: 3 clusters Score -438973.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -439936.718750 Penalty: 2656.045410
	Iteration 3F: 3 clusters Score -439936.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -440768.093750 Penalty: 2656.045410
	Iteration 4F: 3 clusters Score -440768.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -441144.625000 Penalty: 2656.045410
	Iteration 5F: 3 clusters Score -441144.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -441291.500000 Penalty: 2656.045410
	Iteration 6Q: 3 clusters Score -441291.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -441409.812500 Penalty: 2656.045410
	Iteration 7Q: 3 clusters Score -441409.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -441494.343750 Penalty: 2656.045410
	Iteration 8Q: 3 clusters Score -441494.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -441531.406250 Penalty: 2656.045410
	Iteration 9Q: 3 clusters Score -441531.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -441541.562500 Penalty: 2656.045410
	Iteration 10Q: 3 clusters Score -441541.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -441545.593750 Penalty: 2656.045410
	Iteration 11Q: 3 clusters Score -441545.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -441547.968750 Penalty: 2656.045410
	Iteration 12Q: 3 clusters Score -441548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -441547.875000 Penalty: 2656.045410
	Iteration 13Q: 3 clusters Score -441547.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -441548.093750 Penalty: 2656.045410
	Iteration 14Q: 3 clusters Score -441548.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -441548.562500 Penalty: 2656.045410
	Iteration 15Q: 3 clusters Score -441548.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -441548.937500 Penalty: 2656.045410
	Iteration 16Q: 3 clusters Score -441548.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -441548.937500 Penalty: 2656.045410
	Iteration 17F: 3 clusters Score -441548.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 16063 members 
Mstep: Class 16 contains 32485 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 25957 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 13425 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 15777 members 
Mstep: Class 28 contains 6646 members 
Mstep: Class 29 contains 7756 members 
Mstep: Class 30 contains 13643 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 2430 members 
Mstep: Class 35 contains 2122 members 
Mstep: Class 36 contains 13785 members 
Mstep: Class 37 contains 1725 members 
Mstep: Class 38 contains 31928 members 
Mstep: Class 39 contains 2555 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3364 members 
Mstep: Class 42 contains 3863 members 
Mstep: Class 43 contains 31485 members 
Mstep: Class 44 contains 14106 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 17814 members 
Mstep: Class 47 contains 29363 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 12605 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 22484 members 
Mstep: Class 52 contains 1569 members 
Mstep: Class 53 contains 2400 members 
Mstep: Class 54 contains 16670 members 
Mstep: Class 55 contains 5292 members 
Mstep: Class 56 contains 2863 members 
Mstep: Class 57 contains 21686 members 
Mstep: Class 58 contains 6497 members 
Mstep: Class 59 contains 7300 members 
Mstep: Class 60 contains 1420 members 
Mstep: Class 61 contains 1955 members 
Entering Unmasked Estep 
Score: -85899552.000000 Penalty: 131904.921875
Splitting cluster 6 changes total score from -85899152.000000 to -85899552.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 7 (14722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Entering Unmasked Estep 
Score: -1661878.625000 Penalty: 1559.528442
	Iteration 0F: 2 clusters Score -1661879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1651753.375000 Penalty: 3119.056885
	Iteration 0F: 3 clusters Score -1651753 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1655334.375000 Penalty: 3119.056885
	Iteration 1F: 3 clusters Score -1655334 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1655687.125000 Penalty: 3119.056885
	Iteration 2F: 3 clusters Score -1655687 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1656007.125000 Penalty: 3119.056885
	Iteration 3Q: 3 clusters Score -1656007 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1656374.750000 Penalty: 3119.056885
	Iteration 4Q: 3 clusters Score -1656375 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1656856.875000 Penalty: 3119.056885
	Iteration 5F: 3 clusters Score -1656857 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1657449.375000 Penalty: 3119.056885
	Iteration 6F: 3 clusters Score -1657449 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1658020.125000 Penalty: 3119.056885
	Iteration 7F: 3 clusters Score -1658020 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1658587.750000 Penalty: 3119.056885
	Iteration 8Q: 3 clusters Score -1658588 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1659111.875000 Penalty: 3119.056885
	Iteration 9Q: 3 clusters Score -1659112 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1659486.875000 Penalty: 3119.056885
	Iteration 10Q: 3 clusters Score -1659487 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1659749.625000 Penalty: 3119.056885
	Iteration 11Q: 3 clusters Score -1659750 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1659942.000000 Penalty: 3119.056885
	Iteration 12Q: 3 clusters Score -1659942 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1660085.250000 Penalty: 3119.056885
	Iteration 13Q: 3 clusters Score -1660085 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1660203.625000 Penalty: 3119.056885
	Iteration 14Q: 3 clusters Score -1660204 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1660308.375000 Penalty: 3119.056885
	Iteration 15Q: 3 clusters Score -1660308 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1660399.125000 Penalty: 3119.056885
	Iteration 16Q: 3 clusters Score -1660399 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1660462.250000 Penalty: 3119.056885
	Iteration 17Q: 3 clusters Score -1660462 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1660493.125000 Penalty: 3119.056885
	Iteration 18Q: 3 clusters Score -1660493 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1660511.000000 Penalty: 3119.056885
	Iteration 19Q: 3 clusters Score -1660511 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1660530.375000 Penalty: 3119.056885
	Iteration 20F: 3 clusters Score -1660530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1660560.000000 Penalty: 3119.056885
	Iteration 21Q: 3 clusters Score -1660560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1660578.875000 Penalty: 3119.056885
	Iteration 22Q: 3 clusters Score -1660579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1660595.250000 Penalty: 3119.056885
	Iteration 23Q: 3 clusters Score -1660595 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1660603.000000 Penalty: 3119.056885
	Iteration 24Q: 3 clusters Score -1660603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1660609.500000 Penalty: 3119.056885
	Iteration 25Q: 3 clusters Score -1660610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1660615.500000 Penalty: 3119.056885
	Iteration 26Q: 3 clusters Score -1660616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1660618.375000 Penalty: 3119.056885
	Iteration 27Q: 3 clusters Score -1660618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1660621.000000 Penalty: 3119.056885
	Iteration 28Q: 3 clusters Score -1660621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1660623.875000 Penalty: 3119.056885
	Iteration 29Q: 3 clusters Score -1660624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1660627.625000 Penalty: 3119.056885
	Iteration 30Q: 3 clusters Score -1660628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1660633.875000 Penalty: 3119.056885
	Iteration 31Q: 3 clusters Score -1660634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1660634.750000 Penalty: 3119.056885
	Iteration 32Q: 3 clusters Score -1660635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1660642.250000 Penalty: 3119.056885
	Iteration 33Q: 3 clusters Score -1660642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1660640.875000 Penalty: 3119.056885
	Iteration 34Q: 3 clusters Score -1660641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1660642.250000 Penalty: 3119.056885
	Iteration 35Q: 3 clusters Score -1660642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1660645.125000 Penalty: 3119.056885
	Iteration 36Q: 3 clusters Score -1660645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1660647.125000 Penalty: 3119.056885
	Iteration 37Q: 3 clusters Score -1660647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1660647.250000 Penalty: 3119.056885
	Iteration 38Q: 3 clusters Score -1660647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1660649.875000 Penalty: 3119.056885
	Iteration 39Q: 3 clusters Score -1660650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1660650.375000 Penalty: 3119.056885
	Iteration 40F: 3 clusters Score -1660650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1660653.875000 Penalty: 3119.056885
	Iteration 41Q: 3 clusters Score -1660654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1660652.125000 Penalty: 3119.056885
	Iteration 42Q: 3 clusters Score -1660652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1660654.250000 Penalty: 3119.056885
	Iteration 43Q: 3 clusters Score -1660654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1660655.250000 Penalty: 3119.056885
	Iteration 44Q: 3 clusters Score -1660655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1660655.250000 Penalty: 3119.056885
	Iteration 45F: 3 clusters Score -1660655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -22665.160156 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -22665.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22107.591797 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -22107.59 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22319.626953 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -22319.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -22448.818359 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -22448.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -22551.179688 Penalty: 1740.890625
	Iteration 3F: 3 clusters Score -22551.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -22610.080078 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -22610.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -22629.578125 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -22629.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -22636.308594 Penalty: 1740.890625
	Iteration 6Q: 3 clusters Score -22636.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -22641.205078 Penalty: 1740.890625
	Iteration 7Q: 3 clusters Score -22641.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -22641.205078 Penalty: 1740.890625
	Iteration 8F: 3 clusters Score -22641.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Entering Unmasked Estep 
Score: -1646411.625000 Penalty: 1513.243164
	Iteration 0F: 2 clusters Score -1646412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1638652.250000 Penalty: 3026.486328
	Iteration 0F: 3 clusters Score -1638652 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1641371.375000 Penalty: 3026.486328
	Iteration 1F: 3 clusters Score -1641371 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1641689.250000 Penalty: 3026.486328
	Iteration 2F: 3 clusters Score -1641689 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1641953.125000 Penalty: 3026.486328
	Iteration 3F: 3 clusters Score -1641953 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1642200.875000 Penalty: 3026.486328
	Iteration 4Q: 3 clusters Score -1642201 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1642468.750000 Penalty: 3026.486328
	Iteration 5Q: 3 clusters Score -1642469 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1642762.750000 Penalty: 3026.486328
	Iteration 6Q: 3 clusters Score -1642763 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1643080.625000 Penalty: 3026.486328
	Iteration 7Q: 3 clusters Score -1643081 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1643412.000000 Penalty: 3026.486328
	Iteration 8Q: 3 clusters Score -1643412 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1643772.375000 Penalty: 3026.486328
	Iteration 9Q: 3 clusters Score -1643772 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1644135.000000 Penalty: 3026.486328
	Iteration 10Q: 3 clusters Score -1644135 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1644347.875000 Penalty: 3026.486328
	Iteration 11Q: 3 clusters Score -1644348 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1644498.000000 Penalty: 3026.486328
	Iteration 12Q: 3 clusters Score -1644498 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1644599.750000 Penalty: 3026.486328
	Iteration 13Q: 3 clusters Score -1644600 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1644670.125000 Penalty: 3026.486328
	Iteration 14Q: 3 clusters Score -1644670 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1644740.375000 Penalty: 3026.486328
	Iteration 15Q: 3 clusters Score -1644740 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1644806.125000 Penalty: 3026.486328
	Iteration 16Q: 3 clusters Score -1644806 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1644852.000000 Penalty: 3026.486328
	Iteration 17Q: 3 clusters Score -1644852 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1644912.875000 Penalty: 3026.486328
	Iteration 18Q: 3 clusters Score -1644913 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1644985.750000 Penalty: 3026.486328
	Iteration 19Q: 3 clusters Score -1644986 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1645046.625000 Penalty: 3026.486328
	Iteration 20F: 3 clusters Score -1645047 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1645111.750000 Penalty: 3026.486328
	Iteration 21Q: 3 clusters Score -1645112 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1645174.125000 Penalty: 3026.486328
	Iteration 22Q: 3 clusters Score -1645174 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1645263.250000 Penalty: 3026.486328
	Iteration 23Q: 3 clusters Score -1645263 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1645351.375000 Penalty: 3026.486328
	Iteration 24Q: 3 clusters Score -1645351 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1645433.250000 Penalty: 3026.486328
	Iteration 25Q: 3 clusters Score -1645433 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1645500.125000 Penalty: 3026.486328
	Iteration 26Q: 3 clusters Score -1645500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1645554.875000 Penalty: 3026.486328
	Iteration 27Q: 3 clusters Score -1645555 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1645601.875000 Penalty: 3026.486328
	Iteration 28Q: 3 clusters Score -1645602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1645641.000000 Penalty: 3026.486328
	Iteration 29Q: 3 clusters Score -1645641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1645677.250000 Penalty: 3026.486328
	Iteration 30Q: 3 clusters Score -1645677 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1645696.875000 Penalty: 3026.486328
	Iteration 31Q: 3 clusters Score -1645697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1645703.125000 Penalty: 3026.486328
	Iteration 32Q: 3 clusters Score -1645703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1645712.375000 Penalty: 3026.486328
	Iteration 33Q: 3 clusters Score -1645712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1645723.125000 Penalty: 3026.486328
	Iteration 34Q: 3 clusters Score -1645723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1645726.000000 Penalty: 3026.486328
	Iteration 35Q: 3 clusters Score -1645726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1645734.250000 Penalty: 3026.486328
	Iteration 36Q: 3 clusters Score -1645734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1645739.375000 Penalty: 3026.486328
	Iteration 37Q: 3 clusters Score -1645739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1645742.000000 Penalty: 3026.486328
	Iteration 38Q: 3 clusters Score -1645742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1645742.375000 Penalty: 3026.486328
	Iteration 39Q: 3 clusters Score -1645742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1645741.500000 Penalty: 3026.486328
	Iteration 40F: 3 clusters Score -1645742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1645744.250000 Penalty: 3026.486328
	Iteration 41Q: 3 clusters Score -1645744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1645744.125000 Penalty: 3026.486328
	Iteration 42Q: 3 clusters Score -1645744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1645743.625000 Penalty: 3026.486328
	Iteration 43Q: 3 clusters Score -1645744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1645743.625000 Penalty: 3026.486328
	Iteration 44F: 3 clusters Score -1645744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Entering Unmasked Estep 
Score: -719359.812500 Penalty: 1394.429810
	Iteration 0F: 2 clusters Score -719359.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -715160.000000 Penalty: 2788.859619
	Iteration 0F: 3 clusters Score -715160 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -716458.500000 Penalty: 2788.859619
	Iteration 1F: 3 clusters Score -716458.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -716721.812500 Penalty: 2788.859619
	Iteration 2F: 3 clusters Score -716721.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -716909.812500 Penalty: 2788.859619
	Iteration 3F: 3 clusters Score -716909.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -717075.437500 Penalty: 2788.859619
	Iteration 4Q: 3 clusters Score -717075.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -717216.062500 Penalty: 2788.859619
	Iteration 5Q: 3 clusters Score -717216.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -717328.875000 Penalty: 2788.859619
	Iteration 6Q: 3 clusters Score -717328.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -717443.312500 Penalty: 2788.859619
	Iteration 7Q: 3 clusters Score -717443.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -717551.875000 Penalty: 2788.859619
	Iteration 8Q: 3 clusters Score -717551.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -717643.187500 Penalty: 2788.859619
	Iteration 9Q: 3 clusters Score -717643.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -717720.062500 Penalty: 2788.859619
	Iteration 10Q: 3 clusters Score -717720.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -717794.437500 Penalty: 2788.859619
	Iteration 11Q: 3 clusters Score -717794.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -717873.437500 Penalty: 2788.859619
	Iteration 12Q: 3 clusters Score -717873.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -717946.812500 Penalty: 2788.859619
	Iteration 13Q: 3 clusters Score -717946.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -718006.312500 Penalty: 2788.859619
	Iteration 14Q: 3 clusters Score -718006.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -718075.750000 Penalty: 2788.859619
	Iteration 15Q: 3 clusters Score -718075.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -718150.125000 Penalty: 2788.859619
	Iteration 16Q: 3 clusters Score -718150.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -718202.562500 Penalty: 2788.859619
	Iteration 17Q: 3 clusters Score -718202.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -718236.437500 Penalty: 2788.859619
	Iteration 18Q: 3 clusters Score -718236.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -718257.500000 Penalty: 2788.859619
	Iteration 19Q: 3 clusters Score -718257.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -718276.562500 Penalty: 2788.859619
	Iteration 20F: 3 clusters Score -718276.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -718295.812500 Penalty: 2788.859619
	Iteration 21Q: 3 clusters Score -718295.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -718307.750000 Penalty: 2788.859619
	Iteration 22Q: 3 clusters Score -718307.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -718315.562500 Penalty: 2788.859619
	Iteration 23Q: 3 clusters Score -718315.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -718322.062500 Penalty: 2788.859619
	Iteration 24Q: 3 clusters Score -718322.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -718328.062500 Penalty: 2788.859619
	Iteration 25Q: 3 clusters Score -718328.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -718335.250000 Penalty: 2788.859619
	Iteration 26Q: 3 clusters Score -718335.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -718340.062500 Penalty: 2788.859619
	Iteration 27Q: 3 clusters Score -718340.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -718341.500000 Penalty: 2788.859619
	Iteration 28Q: 3 clusters Score -718341.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -718344.750000 Penalty: 2788.859619
	Iteration 29Q: 3 clusters Score -718344.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -718346.750000 Penalty: 2788.859619
	Iteration 30Q: 3 clusters Score -718346.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -718349.250000 Penalty: 2788.859619
	Iteration 31Q: 3 clusters Score -718349.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -718351.375000 Penalty: 2788.859619
	Iteration 32Q: 3 clusters Score -718351.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -718355.500000 Penalty: 2788.859619
	Iteration 33Q: 3 clusters Score -718355.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -718359.250000 Penalty: 2788.859619
	Iteration 34Q: 3 clusters Score -718359.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -718365.562500 Penalty: 2788.859619
	Iteration 35Q: 3 clusters Score -718365.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -718370.562500 Penalty: 2788.859619
	Iteration 36Q: 3 clusters Score -718370.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -718374.875000 Penalty: 2788.859619
	Iteration 37Q: 3 clusters Score -718374.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -718383.312500 Penalty: 2788.859619
	Iteration 38Q: 3 clusters Score -718383.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -718394.500000 Penalty: 2788.859619
	Iteration 39Q: 3 clusters Score -718394.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -718406.312500 Penalty: 2788.859619
	Iteration 40F: 3 clusters Score -718406.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -718424.437500 Penalty: 2788.859619
	Iteration 41Q: 3 clusters Score -718424.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -718441.687500 Penalty: 2788.859619
	Iteration 42Q: 3 clusters Score -718441.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -718458.000000 Penalty: 2788.859619
	Iteration 43Q: 3 clusters Score -718458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -718471.250000 Penalty: 2788.859619
	Iteration 44Q: 3 clusters Score -718471.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -718484.937500 Penalty: 2788.859619
	Iteration 45Q: 3 clusters Score -718484.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -718496.562500 Penalty: 2788.859619
	Iteration 46Q: 3 clusters Score -718496.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -718508.437500 Penalty: 2788.859619
	Iteration 47Q: 3 clusters Score -718508.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -718513.500000 Penalty: 2788.859619
	Iteration 48Q: 3 clusters Score -718513.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -718515.562500 Penalty: 2788.859619
	Iteration 49Q: 3 clusters Score -718515.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -718517.500000 Penalty: 2788.859619
	Iteration 50Q: 3 clusters Score -718517.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -718519.500000 Penalty: 2788.859619
	Iteration 51Q: 3 clusters Score -718519.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -718522.687500 Penalty: 2788.859619
	Iteration 52Q: 3 clusters Score -718522.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -718523.687500 Penalty: 2788.859619
	Iteration 53Q: 3 clusters Score -718523.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -718525.187500 Penalty: 2788.859619
	Iteration 54Q: 3 clusters Score -718525.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -718527.250000 Penalty: 2788.859619
	Iteration 55Q: 3 clusters Score -718527.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -718528.500000 Penalty: 2788.859619
	Iteration 56Q: 3 clusters Score -718528.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -718529.312500 Penalty: 2788.859619
	Iteration 57Q: 3 clusters Score -718529.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -718529.875000 Penalty: 2788.859619
	Iteration 58Q: 3 clusters Score -718529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -718530.500000 Penalty: 2788.859619
	Iteration 59Q: 3 clusters Score -718530.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -718530.062500 Penalty: 2788.859619
	Iteration 60F: 3 clusters Score -718530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -718530.062500 Penalty: 2788.859619
	Iteration 61Q: 3 clusters Score -718530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -718532.750000 Penalty: 2788.859619
	Iteration 62Q: 3 clusters Score -718532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -718534.125000 Penalty: 2788.859619
	Iteration 63Q: 3 clusters Score -718534.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -718536.687500 Penalty: 2788.859619
	Iteration 64Q: 3 clusters Score -718536.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -718538.750000 Penalty: 2788.859619
	Iteration 65Q: 3 clusters Score -718538.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -718539.500000 Penalty: 2788.859619
	Iteration 66Q: 3 clusters Score -718539.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -718540.625000 Penalty: 2788.859619
	Iteration 67Q: 3 clusters Score -718540.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -718540.125000 Penalty: 2788.859619
	Iteration 68Q: 3 clusters Score -718540.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -718540.125000 Penalty: 2788.859619
	Iteration 69F: 3 clusters Score -718540.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -217700.484375 Penalty: 1191.616211
	Iteration 0F: 2 clusters Score -217700.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -215928.828125 Penalty: 2383.232422
	Iteration 0F: 3 clusters Score -215928.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -216349.046875 Penalty: 2383.232422
	Iteration 1F: 3 clusters Score -216349 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -216456.953125 Penalty: 2383.232422
	Iteration 2F: 3 clusters Score -216457 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -216513.937500 Penalty: 2383.232422
	Iteration 3Q: 3 clusters Score -216513.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -216543.906250 Penalty: 2383.232422
	Iteration 4Q: 3 clusters Score -216543.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -216563.406250 Penalty: 2383.232422
	Iteration 5Q: 3 clusters Score -216563.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -216578.328125 Penalty: 2383.232422
	Iteration 6Q: 3 clusters Score -216578.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -216588.671875 Penalty: 2383.232422
	Iteration 7Q: 3 clusters Score -216588.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -216597.687500 Penalty: 2383.232422
	Iteration 8Q: 3 clusters Score -216597.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -216607.656250 Penalty: 2383.232422
	Iteration 9Q: 3 clusters Score -216607.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -216615.375000 Penalty: 2383.232422
	Iteration 10Q: 3 clusters Score -216615.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -216619.781250 Penalty: 2383.232422
	Iteration 11Q: 3 clusters Score -216619.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -216622.328125 Penalty: 2383.232422
	Iteration 12Q: 3 clusters Score -216622.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -216622.718750 Penalty: 2383.232422
	Iteration 13Q: 3 clusters Score -216622.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -216622.687500 Penalty: 2383.232422
	Iteration 14Q: 3 clusters Score -216622.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -216623.031250 Penalty: 2383.232422
	Iteration 15Q: 3 clusters Score -216623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -216623.031250 Penalty: 2383.232422
	Iteration 16F: 3 clusters Score -216623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Entering Unmasked Estep 
Score: -4459070.500000 Penalty: 1671.251709
	Iteration 0F: 2 clusters Score -4459070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -4443320.500000 Penalty: 3342.503418
	Iteration 0F: 3 clusters Score -4443320 nChanged 13443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -4450770.500000 Penalty: 3342.503418
	Iteration 1F: 3 clusters Score -4450770 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -4451436.000000 Penalty: 3342.503418
	Iteration 2F: 3 clusters Score -4451436 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -4452264.500000 Penalty: 3342.503418
	Iteration 3F: 3 clusters Score -4452264 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -4453220.500000 Penalty: 3342.503418
	Iteration 4F: 3 clusters Score -4453220 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -4454079.000000 Penalty: 3342.503418
	Iteration 5F: 3 clusters Score -4454079 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -4454852.000000 Penalty: 3342.503418
	Iteration 6F: 3 clusters Score -4454852 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -4455475.000000 Penalty: 3342.503418
	Iteration 7F: 3 clusters Score -4455475 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -4455995.000000 Penalty: 3342.503418
	Iteration 8Q: 3 clusters Score -4455995 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4456361.500000 Penalty: 3342.503418
	Iteration 9Q: 3 clusters Score -4456362 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4456770.500000 Penalty: 3342.503418
	Iteration 10Q: 3 clusters Score -4456770 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4457060.500000 Penalty: 3342.503418
	Iteration 11Q: 3 clusters Score -4457060 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4457226.500000 Penalty: 3342.503418
	Iteration 12Q: 3 clusters Score -4457226 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4457336.500000 Penalty: 3342.503418
	Iteration 13Q: 3 clusters Score -4457336 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4457439.000000 Penalty: 3342.503418
	Iteration 14Q: 3 clusters Score -4457439 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4457514.000000 Penalty: 3342.503418
	Iteration 15Q: 3 clusters Score -4457514 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4457568.000000 Penalty: 3342.503418
	Iteration 16Q: 3 clusters Score -4457568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4457619.000000 Penalty: 3342.503418
	Iteration 17Q: 3 clusters Score -4457619 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4457653.500000 Penalty: 3342.503418
	Iteration 18Q: 3 clusters Score -4457654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4457671.000000 Penalty: 3342.503418
	Iteration 19Q: 3 clusters Score -4457671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4457675.000000 Penalty: 3342.503418
	Iteration 20F: 3 clusters Score -4457675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4457681.500000 Penalty: 3342.503418
	Iteration 21Q: 3 clusters Score -4457682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4457689.000000 Penalty: 3342.503418
	Iteration 22Q: 3 clusters Score -4457689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4457692.000000 Penalty: 3342.503418
	Iteration 23Q: 3 clusters Score -4457692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4457699.500000 Penalty: 3342.503418
	Iteration 24Q: 3 clusters Score -4457700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4457710.000000 Penalty: 3342.503418
	Iteration 25Q: 3 clusters Score -4457710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4457717.000000 Penalty: 3342.503418
	Iteration 26Q: 3 clusters Score -4457717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4457724.000000 Penalty: 3342.503418
	Iteration 27Q: 3 clusters Score -4457724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4457730.500000 Penalty: 3342.503418
	Iteration 28Q: 3 clusters Score -4457730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4457728.000000 Penalty: 3342.503418
	Iteration 29Q: 3 clusters Score -4457728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4457736.000000 Penalty: 3342.503418
	Iteration 30Q: 3 clusters Score -4457736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4457737.500000 Penalty: 3342.503418
	Iteration 31Q: 3 clusters Score -4457738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4457735.500000 Penalty: 3342.503418
	Iteration 32Q: 3 clusters Score -4457736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4457736.500000 Penalty: 3342.503418
	Iteration 33Q: 3 clusters Score -4457736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4457734.500000 Penalty: 3342.503418
	Iteration 34Q: 3 clusters Score -4457734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4457736.500000 Penalty: 3342.503418
	Iteration 35Q: 3 clusters Score -4457736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4457734.500000 Penalty: 3342.503418
	Iteration 36Q: 3 clusters Score -4457734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4457741.000000 Penalty: 3342.503418
	Iteration 37Q: 3 clusters Score -4457741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4457739.000000 Penalty: 3342.503418
	Iteration 38Q: 3 clusters Score -4457739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4457739.500000 Penalty: 3342.503418
	Iteration 39Q: 3 clusters Score -4457740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4457748.000000 Penalty: 3342.503418
	Iteration 40F: 3 clusters Score -4457748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4457745.500000 Penalty: 3342.503418
	Iteration 41Q: 3 clusters Score -4457746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4457744.500000 Penalty: 3342.503418
	Iteration 42Q: 3 clusters Score -4457744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4457749.000000 Penalty: 3342.503418
	Iteration 43Q: 3 clusters Score -4457749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4457745.500000 Penalty: 3342.503418
	Iteration 44Q: 3 clusters Score -4457746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4457749.500000 Penalty: 3342.503418
	Iteration 45Q: 3 clusters Score -4457750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4457750.000000 Penalty: 3342.503418
	Iteration 46Q: 3 clusters Score -4457750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4457749.500000 Penalty: 3342.503418
	Iteration 47Q: 3 clusters Score -4457750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4457753.500000 Penalty: 3342.503418
	Iteration 48Q: 3 clusters Score -4457754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4457753.500000 Penalty: 3342.503418
	Iteration 49F: 3 clusters Score -4457754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Entering Unmasked Estep 
Score: -1259314.375000 Penalty: 1470.900513
	Iteration 0F: 2 clusters Score -1259314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1253223.250000 Penalty: 2941.801025
	Iteration 0F: 3 clusters Score -1253223 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1255202.000000 Penalty: 2941.801025
	Iteration 1F: 3 clusters Score -1255202 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1255449.375000 Penalty: 2941.801025
	Iteration 2F: 3 clusters Score -1255449 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1255644.625000 Penalty: 2941.801025
	Iteration 3F: 3 clusters Score -1255645 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1255823.125000 Penalty: 2941.801025
	Iteration 4Q: 3 clusters Score -1255823 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1255988.125000 Penalty: 2941.801025
	Iteration 5Q: 3 clusters Score -1255988 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1256152.750000 Penalty: 2941.801025
	Iteration 6Q: 3 clusters Score -1256153 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1256329.125000 Penalty: 2941.801025
	Iteration 7Q: 3 clusters Score -1256329 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1256473.875000 Penalty: 2941.801025
	Iteration 8Q: 3 clusters Score -1256474 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1256617.125000 Penalty: 2941.801025
	Iteration 9Q: 3 clusters Score -1256617 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1256752.500000 Penalty: 2941.801025
	Iteration 10Q: 3 clusters Score -1256752 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1256903.500000 Penalty: 2941.801025
	Iteration 11Q: 3 clusters Score -1256904 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1257060.125000 Penalty: 2941.801025
	Iteration 12Q: 3 clusters Score -1257060 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1257224.750000 Penalty: 2941.801025
	Iteration 13Q: 3 clusters Score -1257225 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1257364.750000 Penalty: 2941.801025
	Iteration 14Q: 3 clusters Score -1257365 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1257523.125000 Penalty: 2941.801025
	Iteration 15Q: 3 clusters Score -1257523 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1257692.125000 Penalty: 2941.801025
	Iteration 16Q: 3 clusters Score -1257692 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1257856.750000 Penalty: 2941.801025
	Iteration 17Q: 3 clusters Score -1257857 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1258019.375000 Penalty: 2941.801025
	Iteration 18Q: 3 clusters Score -1258019 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1258193.250000 Penalty: 2941.801025
	Iteration 19Q: 3 clusters Score -1258193 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1258375.375000 Penalty: 2941.801025
	Iteration 20F: 3 clusters Score -1258375 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1258513.750000 Penalty: 2941.801025
	Iteration 21Q: 3 clusters Score -1258514 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1258612.000000 Penalty: 2941.801025
	Iteration 22Q: 3 clusters Score -1258612 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1258668.750000 Penalty: 2941.801025
	Iteration 23Q: 3 clusters Score -1258669 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1258706.500000 Penalty: 2941.801025
	Iteration 24Q: 3 clusters Score -1258706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1258724.000000 Penalty: 2941.801025
	Iteration 25Q: 3 clusters Score -1258724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1258731.375000 Penalty: 2941.801025
	Iteration 26Q: 3 clusters Score -1258731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1258740.750000 Penalty: 2941.801025
	Iteration 27Q: 3 clusters Score -1258741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1258739.625000 Penalty: 2941.801025
	Iteration 28Q: 3 clusters Score -1258740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1258741.500000 Penalty: 2941.801025
	Iteration 29Q: 3 clusters Score -1258742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1258745.750000 Penalty: 2941.801025
	Iteration 30Q: 3 clusters Score -1258746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1258744.875000 Penalty: 2941.801025
	Iteration 31Q: 3 clusters Score -1258745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1258744.625000 Penalty: 2941.801025
	Iteration 32Q: 3 clusters Score -1258745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1258747.500000 Penalty: 2941.801025
	Iteration 33Q: 3 clusters Score -1258748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1258748.875000 Penalty: 2941.801025
	Iteration 34Q: 3 clusters Score -1258749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1258748.875000 Penalty: 2941.801025
	Iteration 35F: 3 clusters Score -1258749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Entering Unmasked Estep 
Score: -1709479.125000 Penalty: 1516.382446
	Iteration 0F: 2 clusters Score -1709479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1701524.750000 Penalty: 3032.764893
	Iteration 0F: 3 clusters Score -1701525 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1704134.000000 Penalty: 3032.764893
	Iteration 1F: 3 clusters Score -1704134 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1704469.625000 Penalty: 3032.764893
	Iteration 2F: 3 clusters Score -1704470 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1704762.875000 Penalty: 3032.764893
	Iteration 3F: 3 clusters Score -1704763 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1705036.000000 Penalty: 3032.764893
	Iteration 4F: 3 clusters Score -1705036 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1705277.625000 Penalty: 3032.764893
	Iteration 5Q: 3 clusters Score -1705278 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1705504.750000 Penalty: 3032.764893
	Iteration 6Q: 3 clusters Score -1705505 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1705739.250000 Penalty: 3032.764893
	Iteration 7Q: 3 clusters Score -1705739 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1705966.750000 Penalty: 3032.764893
	Iteration 8Q: 3 clusters Score -1705967 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1706200.500000 Penalty: 3032.764893
	Iteration 9Q: 3 clusters Score -1706200 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1706438.500000 Penalty: 3032.764893
	Iteration 10Q: 3 clusters Score -1706438 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1706696.750000 Penalty: 3032.764893
	Iteration 11Q: 3 clusters Score -1706697 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1706953.500000 Penalty: 3032.764893
	Iteration 12Q: 3 clusters Score -1706954 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1707264.250000 Penalty: 3032.764893
	Iteration 13Q: 3 clusters Score -1707264 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1707606.375000 Penalty: 3032.764893
	Iteration 14Q: 3 clusters Score -1707606 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1707817.625000 Penalty: 3032.764893
	Iteration 15Q: 3 clusters Score -1707818 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1707951.500000 Penalty: 3032.764893
	Iteration 16Q: 3 clusters Score -1707952 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1708058.125000 Penalty: 3032.764893
	Iteration 17Q: 3 clusters Score -1708058 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1708121.125000 Penalty: 3032.764893
	Iteration 18Q: 3 clusters Score -1708121 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1708183.500000 Penalty: 3032.764893
	Iteration 19Q: 3 clusters Score -1708184 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1708219.000000 Penalty: 3032.764893
	Iteration 20F: 3 clusters Score -1708219 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1708241.750000 Penalty: 3032.764893
	Iteration 21Q: 3 clusters Score -1708242 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1708257.375000 Penalty: 3032.764893
	Iteration 22Q: 3 clusters Score -1708257 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1708283.750000 Penalty: 3032.764893
	Iteration 23Q: 3 clusters Score -1708284 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1708301.750000 Penalty: 3032.764893
	Iteration 24Q: 3 clusters Score -1708302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1708322.750000 Penalty: 3032.764893
	Iteration 25Q: 3 clusters Score -1708323 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1708335.375000 Penalty: 3032.764893
	Iteration 26Q: 3 clusters Score -1708335 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1708343.750000 Penalty: 3032.764893
	Iteration 27Q: 3 clusters Score -1708344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1708348.000000 Penalty: 3032.764893
	Iteration 28Q: 3 clusters Score -1708348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1708352.125000 Penalty: 3032.764893
	Iteration 29Q: 3 clusters Score -1708352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1708353.500000 Penalty: 3032.764893
	Iteration 30Q: 3 clusters Score -1708354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1708358.750000 Penalty: 3032.764893
	Iteration 31Q: 3 clusters Score -1708359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1708360.250000 Penalty: 3032.764893
	Iteration 32Q: 3 clusters Score -1708360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1708367.875000 Penalty: 3032.764893
	Iteration 33Q: 3 clusters Score -1708368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1708365.500000 Penalty: 3032.764893
	Iteration 34Q: 3 clusters Score -1708366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1708367.625000 Penalty: 3032.764893
	Iteration 35Q: 3 clusters Score -1708368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1708368.625000 Penalty: 3032.764893
	Iteration 36Q: 3 clusters Score -1708369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1708366.375000 Penalty: 3032.764893
	Iteration 37Q: 3 clusters Score -1708366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1708367.500000 Penalty: 3032.764893
	Iteration 38Q: 3 clusters Score -1708368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1708365.500000 Penalty: 3032.764893
	Iteration 39Q: 3 clusters Score -1708366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1708365.500000 Penalty: 3032.764893
	Iteration 40F: 3 clusters Score -1708366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Entering Unmasked Estep 
Score: -2430397.500000 Penalty: 1573.694458
	Iteration 0F: 2 clusters Score -2430398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2419665.500000 Penalty: 3147.388916
	Iteration 0F: 3 clusters Score -2419666 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2423456.000000 Penalty: 3147.388916
	Iteration 1F: 3 clusters Score -2423456 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2423866.750000 Penalty: 3147.388916
	Iteration 2F: 3 clusters Score -2423867 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2424307.500000 Penalty: 3147.388916
	Iteration 3F: 3 clusters Score -2424308 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2424851.250000 Penalty: 3147.388916
	Iteration 4F: 3 clusters Score -2424851 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2425541.500000 Penalty: 3147.388916
	Iteration 5F: 3 clusters Score -2425542 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2426469.000000 Penalty: 3147.388916
	Iteration 6F: 3 clusters Score -2426469 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2427530.750000 Penalty: 3147.388916
	Iteration 7F: 3 clusters Score -2427531 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2428635.000000 Penalty: 3147.388916
	Iteration 8F: 3 clusters Score -2428635 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2429751.500000 Penalty: 3147.388916
	Iteration 9Q: 3 clusters Score -2429752 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2430753.500000 Penalty: 3147.388916
	Iteration 10Q: 3 clusters Score -2430754 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2431309.750000 Penalty: 3147.388916
	Iteration 11Q: 3 clusters Score -2431310 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2431501.250000 Penalty: 3147.388916
	Iteration 12Q: 3 clusters Score -2431501 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2431562.750000 Penalty: 3147.388916
	Iteration 13Q: 3 clusters Score -2431563 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2431613.750000 Penalty: 3147.388916
	Iteration 14Q: 3 clusters Score -2431614 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2431633.500000 Penalty: 3147.388916
	Iteration 15Q: 3 clusters Score -2431634 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2431651.500000 Penalty: 3147.388916
	Iteration 16Q: 3 clusters Score -2431652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2431659.000000 Penalty: 3147.388916
	Iteration 17Q: 3 clusters Score -2431659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2431671.750000 Penalty: 3147.388916
	Iteration 18Q: 3 clusters Score -2431672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2431680.000000 Penalty: 3147.388916
	Iteration 19Q: 3 clusters Score -2431680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2431695.250000 Penalty: 3147.388916
	Iteration 20F: 3 clusters Score -2431695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2431708.250000 Penalty: 3147.388916
	Iteration 21Q: 3 clusters Score -2431708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2431719.000000 Penalty: 3147.388916
	Iteration 22Q: 3 clusters Score -2431719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2431730.500000 Penalty: 3147.388916
	Iteration 23Q: 3 clusters Score -2431730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2431738.500000 Penalty: 3147.388916
	Iteration 24Q: 3 clusters Score -2431738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2431741.000000 Penalty: 3147.388916
	Iteration 25Q: 3 clusters Score -2431741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2431742.750000 Penalty: 3147.388916
	Iteration 26Q: 3 clusters Score -2431743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2431741.750000 Penalty: 3147.388916
	Iteration 27Q: 3 clusters Score -2431742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2431746.000000 Penalty: 3147.388916
	Iteration 28Q: 3 clusters Score -2431746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2431748.500000 Penalty: 3147.388916
	Iteration 29Q: 3 clusters Score -2431748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2431752.000000 Penalty: 3147.388916
	Iteration 30Q: 3 clusters Score -2431752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2431750.250000 Penalty: 3147.388916
	Iteration 31Q: 3 clusters Score -2431750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2431753.500000 Penalty: 3147.388916
	Iteration 32Q: 3 clusters Score -2431754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2431758.250000 Penalty: 3147.388916
	Iteration 33Q: 3 clusters Score -2431758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2431756.250000 Penalty: 3147.388916
	Iteration 34Q: 3 clusters Score -2431756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2431753.750000 Penalty: 3147.388916
	Iteration 35Q: 3 clusters Score -2431754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2431752.000000 Penalty: 3147.388916
	Iteration 36Q: 3 clusters Score -2431752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2431755.250000 Penalty: 3147.388916
	Iteration 37Q: 3 clusters Score -2431755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2431751.000000 Penalty: 3147.388916
	Iteration 38Q: 3 clusters Score -2431751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2431753.500000 Penalty: 3147.388916
	Iteration 39Q: 3 clusters Score -2431754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2431754.500000 Penalty: 3147.388916
	Iteration 40F: 3 clusters Score -2431754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2431759.750000 Penalty: 3147.388916
	Iteration 41Q: 3 clusters Score -2431760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2431756.500000 Penalty: 3147.388916
	Iteration 42Q: 3 clusters Score -2431756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2431760.750000 Penalty: 3147.388916
	Iteration 43Q: 3 clusters Score -2431761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2431767.250000 Penalty: 3147.388916
	Iteration 44Q: 3 clusters Score -2431767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2431767.000000 Penalty: 3147.388916
	Iteration 45Q: 3 clusters Score -2431767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2431766.500000 Penalty: 3147.388916
	Iteration 46Q: 3 clusters Score -2431766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2431763.000000 Penalty: 3147.388916
	Iteration 47Q: 3 clusters Score -2431763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2431764.000000 Penalty: 3147.388916
	Iteration 48Q: 3 clusters Score -2431764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2431764.000000 Penalty: 3147.388916
	Iteration 49F: 3 clusters Score -2431764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 32485 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 25957 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 13425 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 15777 members 
Mstep: Class 28 contains 6646 members 
Mstep: Class 29 contains 7756 members 
Mstep: Class 30 contains 13643 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 2430 members 
Mstep: Class 35 contains 2122 members 
Mstep: Class 36 contains 13785 members 
Mstep: Class 37 contains 1725 members 
Mstep: Class 38 contains 31928 members 
Mstep: Class 39 contains 2555 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3364 members 
Mstep: Class 42 contains 3863 members 
Mstep: Class 43 contains 31485 members 
Mstep: Class 44 contains 14106 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 17814 members 
Mstep: Class 47 contains 29363 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 12605 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 22484 members 
Mstep: Class 52 contains 1569 members 
Mstep: Class 53 contains 2400 members 
Mstep: Class 54 contains 16670 members 
Mstep: Class 55 contains 5292 members 
Mstep: Class 56 contains 2863 members 
Mstep: Class 57 contains 21686 members 
Mstep: Class 58 contains 6497 members 
Mstep: Class 59 contains 7300 members 
Mstep: Class 60 contains 1420 members 
Mstep: Class 61 contains 1955 members 
Mstep: Class 62 contains 12066 members 
Entering Unmasked Estep 
Score: -85900504.000000 Penalty: 134067.296875
Splitting cluster 15 changes total score from -85899152.000000 to -85900504.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 16 (32485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Entering Unmasked Estep 
Score: -4931474.000000 Penalty: 1688.136719
	Iteration 0F: 2 clusters Score -4931474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -4918199.000000 Penalty: 3376.273438
	Iteration 0F: 3 clusters Score -4918199 nChanged 15092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -4926801.500000 Penalty: 3376.273438
	Iteration 1F: 3 clusters Score -4926802 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -4927296.500000 Penalty: 3376.273438
	Iteration 2F: 3 clusters Score -4927296 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -4927799.500000 Penalty: 3376.273438
	Iteration 3Q: 3 clusters Score -4927800 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -4928353.000000 Penalty: 3376.273438
	Iteration 4Q: 3 clusters Score -4928353 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -4929017.500000 Penalty: 3376.273438
	Iteration 5Q: 3 clusters Score -4929018 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -4929758.500000 Penalty: 3376.273438
	Iteration 6F: 3 clusters Score -4929758 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -4930621.000000 Penalty: 3376.273438
	Iteration 7F: 3 clusters Score -4930621 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -4931490.500000 Penalty: 3376.273438
	Iteration 8F: 3 clusters Score -4931490 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -4932248.500000 Penalty: 3376.273438
	Iteration 9Q: 3 clusters Score -4932248 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -4932864.500000 Penalty: 3376.273438
	Iteration 10Q: 3 clusters Score -4932864 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -4933378.000000 Penalty: 3376.273438
	Iteration 11Q: 3 clusters Score -4933378 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -4933680.500000 Penalty: 3376.273438
	Iteration 12Q: 3 clusters Score -4933680 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -4933914.500000 Penalty: 3376.273438
	Iteration 13Q: 3 clusters Score -4933914 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -4934065.500000 Penalty: 3376.273438
	Iteration 14Q: 3 clusters Score -4934066 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -4934239.000000 Penalty: 3376.273438
	Iteration 15Q: 3 clusters Score -4934239 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -4934370.000000 Penalty: 3376.273438
	Iteration 16Q: 3 clusters Score -4934370 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -4934507.500000 Penalty: 3376.273438
	Iteration 17Q: 3 clusters Score -4934508 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -4934619.000000 Penalty: 3376.273438
	Iteration 18Q: 3 clusters Score -4934619 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -4934789.500000 Penalty: 3376.273438
	Iteration 19Q: 3 clusters Score -4934790 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -4934969.500000 Penalty: 3376.273438
	Iteration 20F: 3 clusters Score -4934970 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -4935142.500000 Penalty: 3376.273438
	Iteration 21Q: 3 clusters Score -4935142 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -4935293.500000 Penalty: 3376.273438
	Iteration 22Q: 3 clusters Score -4935294 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -4935450.500000 Penalty: 3376.273438
	Iteration 23Q: 3 clusters Score -4935450 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -4935614.500000 Penalty: 3376.273438
	Iteration 24Q: 3 clusters Score -4935614 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -4935741.000000 Penalty: 3376.273438
	Iteration 25Q: 3 clusters Score -4935741 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -4935890.500000 Penalty: 3376.273438
	Iteration 26Q: 3 clusters Score -4935890 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -4935961.500000 Penalty: 3376.273438
	Iteration 27Q: 3 clusters Score -4935962 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -4936015.500000 Penalty: 3376.273438
	Iteration 28Q: 3 clusters Score -4936016 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -4936032.000000 Penalty: 3376.273438
	Iteration 29Q: 3 clusters Score -4936032 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -4936050.500000 Penalty: 3376.273438
	Iteration 30Q: 3 clusters Score -4936050 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -4936071.500000 Penalty: 3376.273438
	Iteration 31Q: 3 clusters Score -4936072 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -4936069.000000 Penalty: 3376.273438
	Iteration 32Q: 3 clusters Score -4936069 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -4936073.500000 Penalty: 3376.273438
	Iteration 33Q: 3 clusters Score -4936074 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -4936055.000000 Penalty: 3376.273438
	Iteration 34Q: 3 clusters Score -4936055 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -4936041.500000 Penalty: 3376.273438
	Iteration 35Q: 3 clusters Score -4936042 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -4936035.500000 Penalty: 3376.273438
	Iteration 36Q: 3 clusters Score -4936036 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -4936023.000000 Penalty: 3376.273438
	Iteration 37Q: 3 clusters Score -4936023 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -4936011.000000 Penalty: 3376.273438
	Iteration 38Q: 3 clusters Score -4936011 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -4935998.500000 Penalty: 3376.273438
	Iteration 39Q: 3 clusters Score -4935998 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -4935982.000000 Penalty: 3376.273438
	Iteration 40F: 3 clusters Score -4935982 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -4935982.000000 Penalty: 3376.273438
	Iteration 41Q: 3 clusters Score -4935982 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -4935983.000000 Penalty: 3376.273438
	Iteration 42Q: 3 clusters Score -4935983 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -4935976.500000 Penalty: 3376.273438
	Iteration 43Q: 3 clusters Score -4935976 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -4935956.000000 Penalty: 3376.273438
	Iteration 44Q: 3 clusters Score -4935956 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -4935940.500000 Penalty: 3376.273438
	Iteration 45Q: 3 clusters Score -4935940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -4935927.500000 Penalty: 3376.273438
	Iteration 46Q: 3 clusters Score -4935928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -4935912.000000 Penalty: 3376.273438
	Iteration 47Q: 3 clusters Score -4935912 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -4935910.500000 Penalty: 3376.273438
	Iteration 48Q: 3 clusters Score -4935910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -4935913.500000 Penalty: 3376.273438
	Iteration 49Q: 3 clusters Score -4935914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -4935910.500000 Penalty: 3376.273438
	Iteration 50Q: 3 clusters Score -4935910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -4935901.000000 Penalty: 3376.273438
	Iteration 51Q: 3 clusters Score -4935901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -4935888.000000 Penalty: 3376.273438
	Iteration 52Q: 3 clusters Score -4935888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -4935888.000000 Penalty: 3376.273438
	Iteration 53Q: 3 clusters Score -4935888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -4935879.500000 Penalty: 3376.273438
	Iteration 54Q: 3 clusters Score -4935880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -4935884.500000 Penalty: 3376.273438
	Iteration 55Q: 3 clusters Score -4935884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -4935876.500000 Penalty: 3376.273438
	Iteration 56Q: 3 clusters Score -4935876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -4935875.000000 Penalty: 3376.273438
	Iteration 57Q: 3 clusters Score -4935875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -4935869.500000 Penalty: 3376.273438
	Iteration 58Q: 3 clusters Score -4935870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -4935870.000000 Penalty: 3376.273438
	Iteration 59Q: 3 clusters Score -4935870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -4935872.500000 Penalty: 3376.273438
	Iteration 60F: 3 clusters Score -4935872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -4935867.000000 Penalty: 3376.273438
	Iteration 61Q: 3 clusters Score -4935867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -4935877.000000 Penalty: 3376.273438
	Iteration 62Q: 3 clusters Score -4935877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -4935870.500000 Penalty: 3376.273438
	Iteration 63Q: 3 clusters Score -4935870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -4935869.000000 Penalty: 3376.273438
	Iteration 64Q: 3 clusters Score -4935869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -4935868.000000 Penalty: 3376.273438
	Iteration 65Q: 3 clusters Score -4935868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -4935867.500000 Penalty: 3376.273438
	Iteration 66Q: 3 clusters Score -4935868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -4935870.500000 Penalty: 3376.273438
	Iteration 67Q: 3 clusters Score -4935870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -4935868.500000 Penalty: 3376.273438
	Iteration 68Q: 3 clusters Score -4935868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -4935868.500000 Penalty: 3376.273438
	Iteration 69Q: 3 clusters Score -4935868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -4935871.500000 Penalty: 3376.273438
	Iteration 70Q: 3 clusters Score -4935872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -4935871.500000 Penalty: 3376.273438
	Iteration 71F: 3 clusters Score -4935872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 18830 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 25957 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 13425 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 15777 members 
Mstep: Class 28 contains 6646 members 
Mstep: Class 29 contains 7756 members 
Mstep: Class 30 contains 13643 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 2430 members 
Mstep: Class 35 contains 2122 members 
Mstep: Class 36 contains 13785 members 
Mstep: Class 37 contains 1725 members 
Mstep: Class 38 contains 31928 members 
Mstep: Class 39 contains 2555 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3364 members 
Mstep: Class 42 contains 3863 members 
Mstep: Class 43 contains 31485 members 
Mstep: Class 44 contains 14106 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 17814 members 
Mstep: Class 47 contains 29363 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 12605 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 22484 members 
Mstep: Class 52 contains 1569 members 
Mstep: Class 53 contains 2400 members 
Mstep: Class 54 contains 16670 members 
Mstep: Class 55 contains 5292 members 
Mstep: Class 56 contains 2863 members 
Mstep: Class 57 contains 21686 members 
Mstep: Class 58 contains 6497 members 
Mstep: Class 59 contains 7300 members 
Mstep: Class 60 contains 1420 members 
Mstep: Class 61 contains 1955 members 
Mstep: Class 62 contains 12066 members 
Mstep: Class 63 contains 13655 members 
Entering Unmasked Estep 
Score: -85904600.000000 Penalty: 136229.671875
Splitting cluster 16 changes total score from -85899152.000000 to -85904600.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 17 (2163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Entering Unmasked Estep 
Score: -289038.750000 Penalty: 1247.878296
	Iteration 0F: 2 clusters Score -289038.8 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 1097 members 
Entering Unmasked Estep 
Score: -286897.500000 Penalty: 2495.756592
	Iteration 0F: 3 clusters Score -286897.5 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -287556.843750 Penalty: 2495.756592
	Iteration 1F: 3 clusters Score -287556.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -287866.968750 Penalty: 2495.756592
	Iteration 2F: 3 clusters Score -287867 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -288221.156250 Penalty: 2495.756592
	Iteration 3F: 3 clusters Score -288221.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -288510.500000 Penalty: 2495.756592
	Iteration 4F: 3 clusters Score -288510.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -288657.437500 Penalty: 2495.756592
	Iteration 5F: 3 clusters Score -288657.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -288727.156250 Penalty: 2495.756592
	Iteration 6Q: 3 clusters Score -288727.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -288753.468750 Penalty: 2495.756592
	Iteration 7Q: 3 clusters Score -288753.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -288781.718750 Penalty: 2495.756592
	Iteration 8Q: 3 clusters Score -288781.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -288800.312500 Penalty: 2495.756592
	Iteration 9Q: 3 clusters Score -288800.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -288804.468750 Penalty: 2495.756592
	Iteration 10Q: 3 clusters Score -288804.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -288804.906250 Penalty: 2495.756592
	Iteration 11Q: 3 clusters Score -288804.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -288804.906250 Penalty: 2495.756592
	Iteration 12F: 3 clusters Score -288804.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Entering Unmasked Estep 
Score: -601651.750000 Penalty: 1360.251587
	Iteration 0F: 2 clusters Score -601651.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -598178.812500 Penalty: 2720.503174
	Iteration 0F: 3 clusters Score -598178.8 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -599257.937500 Penalty: 2720.503174
	Iteration 1F: 3 clusters Score -599257.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -599524.125000 Penalty: 2720.503174
	Iteration 2F: 3 clusters Score -599524.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -599779.250000 Penalty: 2720.503174
	Iteration 3F: 3 clusters Score -599779.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -600044.125000 Penalty: 2720.503174
	Iteration 4F: 3 clusters Score -600044.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -600308.125000 Penalty: 2720.503174
	Iteration 5F: 3 clusters Score -600308.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -600582.875000 Penalty: 2720.503174
	Iteration 6F: 3 clusters Score -600582.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -600790.937500 Penalty: 2720.503174
	Iteration 7F: 3 clusters Score -600790.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -600982.687500 Penalty: 2720.503174
	Iteration 8Q: 3 clusters Score -600982.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -601107.500000 Penalty: 2720.503174
	Iteration 9Q: 3 clusters Score -601107.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -601188.750000 Penalty: 2720.503174
	Iteration 10Q: 3 clusters Score -601188.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -601221.812500 Penalty: 2720.503174
	Iteration 11Q: 3 clusters Score -601221.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -601238.625000 Penalty: 2720.503174
	Iteration 12Q: 3 clusters Score -601238.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -601247.750000 Penalty: 2720.503174
	Iteration 13Q: 3 clusters Score -601247.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -601254.500000 Penalty: 2720.503174
	Iteration 14Q: 3 clusters Score -601254.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -601257.937500 Penalty: 2720.503174
	Iteration 15Q: 3 clusters Score -601257.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -601259.500000 Penalty: 2720.503174
	Iteration 16Q: 3 clusters Score -601259.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -601260.125000 Penalty: 2720.503174
	Iteration 17Q: 3 clusters Score -601260.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -601261.562500 Penalty: 2720.503174
	Iteration 18Q: 3 clusters Score -601261.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -601264.375000 Penalty: 2720.503174
	Iteration 19Q: 3 clusters Score -601264.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -601264.500000 Penalty: 2720.503174
	Iteration 20F: 3 clusters Score -601264.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -601267.750000 Penalty: 2720.503174
	Iteration 21Q: 3 clusters Score -601267.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -601267.937500 Penalty: 2720.503174
	Iteration 22Q: 3 clusters Score -601267.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -601268.625000 Penalty: 2720.503174
	Iteration 23Q: 3 clusters Score -601268.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -601269.437500 Penalty: 2720.503174
	Iteration 24Q: 3 clusters Score -601269.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -601269.562500 Penalty: 2720.503174
	Iteration 25Q: 3 clusters Score -601269.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -601270.312500 Penalty: 2720.503174
	Iteration 26Q: 3 clusters Score -601270.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -601271.312500 Penalty: 2720.503174
	Iteration 27Q: 3 clusters Score -601271.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -601271.937500 Penalty: 2720.503174
	Iteration 28Q: 3 clusters Score -601271.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -601272.187500 Penalty: 2720.503174
	Iteration 29Q: 3 clusters Score -601272.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -601272.187500 Penalty: 2720.503174
	Iteration 30F: 3 clusters Score -601272.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -111060.468750 Penalty: 1113.832642
	Iteration 0F: 2 clusters Score -111060.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -109684.539062 Penalty: 2227.665283
	Iteration 0F: 3 clusters Score -109684.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -109979.859375 Penalty: 2227.665283
	Iteration 1F: 3 clusters Score -109979.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -110068.414062 Penalty: 2227.665283
	Iteration 2F: 3 clusters Score -110068.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -110119.679688 Penalty: 2227.665283
	Iteration 3F: 3 clusters Score -110119.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -110139.960938 Penalty: 2227.665283
	Iteration 4Q: 3 clusters Score -110140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -110159.875000 Penalty: 2227.665283
	Iteration 5Q: 3 clusters Score -110159.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -110175.382812 Penalty: 2227.665283
	Iteration 6Q: 3 clusters Score -110175.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -110193.164062 Penalty: 2227.665283
	Iteration 7Q: 3 clusters Score -110193.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -110208.031250 Penalty: 2227.665283
	Iteration 8Q: 3 clusters Score -110208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -110228.398438 Penalty: 2227.665283
	Iteration 9Q: 3 clusters Score -110228.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -110244.304688 Penalty: 2227.665283
	Iteration 10Q: 3 clusters Score -110244.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -110262.171875 Penalty: 2227.665283
	Iteration 11Q: 3 clusters Score -110262.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -110280.015625 Penalty: 2227.665283
	Iteration 12Q: 3 clusters Score -110280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -110292.507812 Penalty: 2227.665283
	Iteration 13Q: 3 clusters Score -110292.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -110306.265625 Penalty: 2227.665283
	Iteration 14Q: 3 clusters Score -110306.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -110319.765625 Penalty: 2227.665283
	Iteration 15Q: 3 clusters Score -110319.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -110338.914062 Penalty: 2227.665283
	Iteration 16Q: 3 clusters Score -110338.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -110349.968750 Penalty: 2227.665283
	Iteration 17Q: 3 clusters Score -110350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -110366.617188 Penalty: 2227.665283
	Iteration 18Q: 3 clusters Score -110366.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -110380.984375 Penalty: 2227.665283
	Iteration 19Q: 3 clusters Score -110381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -110398.203125 Penalty: 2227.665283
	Iteration 20F: 3 clusters Score -110398.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -110419.851562 Penalty: 2227.665283
	Iteration 21Q: 3 clusters Score -110419.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -110447.531250 Penalty: 2227.665283
	Iteration 22Q: 3 clusters Score -110447.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -110456.054688 Penalty: 2227.665283
	Iteration 23Q: 3 clusters Score -110456.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -110465.664062 Penalty: 2227.665283
	Iteration 24Q: 3 clusters Score -110465.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -110477.312500 Penalty: 2227.665283
	Iteration 25Q: 3 clusters Score -110477.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -110488.804688 Penalty: 2227.665283
	Iteration 26Q: 3 clusters Score -110488.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -110497.226562 Penalty: 2227.665283
	Iteration 27Q: 3 clusters Score -110497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -110502.468750 Penalty: 2227.665283
	Iteration 28Q: 3 clusters Score -110502.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -110507.781250 Penalty: 2227.665283
	Iteration 29Q: 3 clusters Score -110507.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -110511.265625 Penalty: 2227.665283
	Iteration 30Q: 3 clusters Score -110511.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -110513.835938 Penalty: 2227.665283
	Iteration 31Q: 3 clusters Score -110513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -110516.507812 Penalty: 2227.665283
	Iteration 32Q: 3 clusters Score -110516.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -110517.218750 Penalty: 2227.665283
	Iteration 33Q: 3 clusters Score -110517.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -110518.570312 Penalty: 2227.665283
	Iteration 34Q: 3 clusters Score -110518.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -110520.117188 Penalty: 2227.665283
	Iteration 35Q: 3 clusters Score -110520.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -110521.789062 Penalty: 2227.665283
	Iteration 36Q: 3 clusters Score -110521.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -110522.820312 Penalty: 2227.665283
	Iteration 37Q: 3 clusters Score -110522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -110523.867188 Penalty: 2227.665283
	Iteration 38Q: 3 clusters Score -110523.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -110524.382812 Penalty: 2227.665283
	Iteration 39Q: 3 clusters Score -110524.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -110524.382812 Penalty: 2227.665283
	Iteration 40F: 3 clusters Score -110524.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -195208.328125 Penalty: 1199.392822
	Iteration 0F: 2 clusters Score -195208.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -193417.406250 Penalty: 2398.785645
	Iteration 0F: 3 clusters Score -193417.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -193887.609375 Penalty: 2398.785645
	Iteration 1F: 3 clusters Score -193887.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -194075.078125 Penalty: 2398.785645
	Iteration 2F: 3 clusters Score -194075.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -194177.078125 Penalty: 2398.785645
	Iteration 3F: 3 clusters Score -194177.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -194259.203125 Penalty: 2398.785645
	Iteration 4Q: 3 clusters Score -194259.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -194333.781250 Penalty: 2398.785645
	Iteration 5Q: 3 clusters Score -194333.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -194397.531250 Penalty: 2398.785645
	Iteration 6Q: 3 clusters Score -194397.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -194472.000000 Penalty: 2398.785645
	Iteration 7Q: 3 clusters Score -194472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -194567.921875 Penalty: 2398.785645
	Iteration 8Q: 3 clusters Score -194567.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -194657.125000 Penalty: 2398.785645
	Iteration 9Q: 3 clusters Score -194657.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -194713.078125 Penalty: 2398.785645
	Iteration 10Q: 3 clusters Score -194713.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -194757.593750 Penalty: 2398.785645
	Iteration 11Q: 3 clusters Score -194757.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -194784.156250 Penalty: 2398.785645
	Iteration 12Q: 3 clusters Score -194784.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -194815.843750 Penalty: 2398.785645
	Iteration 13Q: 3 clusters Score -194815.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -194835.890625 Penalty: 2398.785645
	Iteration 14Q: 3 clusters Score -194835.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -194848.437500 Penalty: 2398.785645
	Iteration 15Q: 3 clusters Score -194848.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -194853.703125 Penalty: 2398.785645
	Iteration 16Q: 3 clusters Score -194853.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -194856.921875 Penalty: 2398.785645
	Iteration 17Q: 3 clusters Score -194856.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -194857.937500 Penalty: 2398.785645
	Iteration 18Q: 3 clusters Score -194857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -194858.828125 Penalty: 2398.785645
	Iteration 19Q: 3 clusters Score -194858.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -194861.062500 Penalty: 2398.785645
	Iteration 20F: 3 clusters Score -194861.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Entering Unmasked Estep 
Score: -3960792.500000 Penalty: 1651.682007
	Iteration 0F: 2 clusters Score -3960792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -3948059.500000 Penalty: 3303.364014
	Iteration 0F: 3 clusters Score -3948060 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3954731.750000 Penalty: 3303.364014
	Iteration 1F: 3 clusters Score -3954732 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -3955247.500000 Penalty: 3303.364014
	Iteration 2F: 3 clusters Score -3955248 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -3955912.500000 Penalty: 3303.364014
	Iteration 3F: 3 clusters Score -3955912 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -3956750.000000 Penalty: 3303.364014
	Iteration 4F: 3 clusters Score -3956750 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -3957706.250000 Penalty: 3303.364014
	Iteration 5F: 3 clusters Score -3957706 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -3958652.000000 Penalty: 3303.364014
	Iteration 6F: 3 clusters Score -3958652 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -3959523.250000 Penalty: 3303.364014
	Iteration 7F: 3 clusters Score -3959523 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -3960099.250000 Penalty: 3303.364014
	Iteration 8F: 3 clusters Score -3960099 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -3960419.750000 Penalty: 3303.364014
	Iteration 9Q: 3 clusters Score -3960420 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3960548.750000 Penalty: 3303.364014
	Iteration 10Q: 3 clusters Score -3960549 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -3960606.000000 Penalty: 3303.364014
	Iteration 11Q: 3 clusters Score -3960606 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -3960639.500000 Penalty: 3303.364014
	Iteration 12Q: 3 clusters Score -3960640 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -3960659.500000 Penalty: 3303.364014
	Iteration 13Q: 3 clusters Score -3960660 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3960683.250000 Penalty: 3303.364014
	Iteration 14Q: 3 clusters Score -3960683 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3960692.000000 Penalty: 3303.364014
	Iteration 15Q: 3 clusters Score -3960692 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3960673.250000 Penalty: 3303.364014
	Iteration 16Q: 3 clusters Score -3960673 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3960679.750000 Penalty: 3303.364014
	Iteration 17Q: 3 clusters Score -3960680 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3960658.000000 Penalty: 3303.364014
	Iteration 18Q: 3 clusters Score -3960658 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3960637.500000 Penalty: 3303.364014
	Iteration 19Q: 3 clusters Score -3960638 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -3960614.000000 Penalty: 3303.364014
	Iteration 20F: 3 clusters Score -3960614 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3960605.750000 Penalty: 3303.364014
	Iteration 21Q: 3 clusters Score -3960606 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3960600.750000 Penalty: 3303.364014
	Iteration 22Q: 3 clusters Score -3960601 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3960573.000000 Penalty: 3303.364014
	Iteration 23Q: 3 clusters Score -3960573 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -3960570.500000 Penalty: 3303.364014
	Iteration 24Q: 3 clusters Score -3960570 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3960570.500000 Penalty: 3303.364014
	Iteration 25Q: 3 clusters Score -3960570 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3960553.000000 Penalty: 3303.364014
	Iteration 26Q: 3 clusters Score -3960553 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3960542.000000 Penalty: 3303.364014
	Iteration 27Q: 3 clusters Score -3960542 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3960532.000000 Penalty: 3303.364014
	Iteration 28Q: 3 clusters Score -3960532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3960533.000000 Penalty: 3303.364014
	Iteration 29Q: 3 clusters Score -3960533 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3960534.000000 Penalty: 3303.364014
	Iteration 30Q: 3 clusters Score -3960534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3960536.000000 Penalty: 3303.364014
	Iteration 31Q: 3 clusters Score -3960536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3960546.250000 Penalty: 3303.364014
	Iteration 32Q: 3 clusters Score -3960546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3960553.000000 Penalty: 3303.364014
	Iteration 33Q: 3 clusters Score -3960553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3960546.750000 Penalty: 3303.364014
	Iteration 34Q: 3 clusters Score -3960547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3960542.750000 Penalty: 3303.364014
	Iteration 35Q: 3 clusters Score -3960543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3960539.000000 Penalty: 3303.364014
	Iteration 36Q: 3 clusters Score -3960539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3960540.000000 Penalty: 3303.364014
	Iteration 37Q: 3 clusters Score -3960540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3960534.000000 Penalty: 3303.364014
	Iteration 38Q: 3 clusters Score -3960534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3960535.250000 Penalty: 3303.364014
	Iteration 39Q: 3 clusters Score -3960535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3960538.000000 Penalty: 3303.364014
	Iteration 40F: 3 clusters Score -3960538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3960539.000000 Penalty: 3303.364014
	Iteration 41Q: 3 clusters Score -3960539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3960530.750000 Penalty: 3303.364014
	Iteration 42Q: 3 clusters Score -3960531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3960528.500000 Penalty: 3303.364014
	Iteration 43Q: 3 clusters Score -3960528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3960528.250000 Penalty: 3303.364014
	Iteration 44Q: 3 clusters Score -3960528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3960534.500000 Penalty: 3303.364014
	Iteration 45Q: 3 clusters Score -3960534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3960534.000000 Penalty: 3303.364014
	Iteration 46Q: 3 clusters Score -3960534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3960535.000000 Penalty: 3303.364014
	Iteration 47Q: 3 clusters Score -3960535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3960543.000000 Penalty: 3303.364014
	Iteration 48Q: 3 clusters Score -3960543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -3960538.750000 Penalty: 3303.364014
	Iteration 49Q: 3 clusters Score -3960539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3960532.750000 Penalty: 3303.364014
	Iteration 50Q: 3 clusters Score -3960533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3960529.500000 Penalty: 3303.364014
	Iteration 51Q: 3 clusters Score -3960530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3960532.750000 Penalty: 3303.364014
	Iteration 52Q: 3 clusters Score -3960533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3960531.250000 Penalty: 3303.364014
	Iteration 53Q: 3 clusters Score -3960531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3960521.500000 Penalty: 3303.364014
	Iteration 54Q: 3 clusters Score -3960522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3960517.500000 Penalty: 3303.364014
	Iteration 55Q: 3 clusters Score -3960518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3960515.500000 Penalty: 3303.364014
	Iteration 56Q: 3 clusters Score -3960516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3960505.750000 Penalty: 3303.364014
	Iteration 57Q: 3 clusters Score -3960506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3960508.000000 Penalty: 3303.364014
	Iteration 58Q: 3 clusters Score -3960508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3960505.000000 Penalty: 3303.364014
	Iteration 59Q: 3 clusters Score -3960505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3960505.250000 Penalty: 3303.364014
	Iteration 60F: 3 clusters Score -3960505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3960509.250000 Penalty: 3303.364014
	Iteration 61Q: 3 clusters Score -3960509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3960507.250000 Penalty: 3303.364014
	Iteration 62Q: 3 clusters Score -3960507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3960502.750000 Penalty: 3303.364014
	Iteration 63Q: 3 clusters Score -3960503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3960497.500000 Penalty: 3303.364014
	Iteration 64Q: 3 clusters Score -3960498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3960500.250000 Penalty: 3303.364014
	Iteration 65Q: 3 clusters Score -3960500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3960494.000000 Penalty: 3303.364014
	Iteration 66Q: 3 clusters Score -3960494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3960501.000000 Penalty: 3303.364014
	Iteration 67Q: 3 clusters Score -3960501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3960490.000000 Penalty: 3303.364014
	Iteration 68Q: 3 clusters Score -3960490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3960483.750000 Penalty: 3303.364014
	Iteration 69Q: 3 clusters Score -3960484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3960482.000000 Penalty: 3303.364014
	Iteration 70Q: 3 clusters Score -3960482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3960483.500000 Penalty: 3303.364014
	Iteration 71Q: 3 clusters Score -3960484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3960484.250000 Penalty: 3303.364014
	Iteration 72Q: 3 clusters Score -3960484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3960489.000000 Penalty: 3303.364014
	Iteration 73Q: 3 clusters Score -3960489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3960484.250000 Penalty: 3303.364014
	Iteration 74Q: 3 clusters Score -3960484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3960490.250000 Penalty: 3303.364014
	Iteration 75Q: 3 clusters Score -3960490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3960480.500000 Penalty: 3303.364014
	Iteration 76Q: 3 clusters Score -3960480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3960482.000000 Penalty: 3303.364014
	Iteration 77Q: 3 clusters Score -3960482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3960479.750000 Penalty: 3303.364014
	Iteration 78Q: 3 clusters Score -3960480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3960480.000000 Penalty: 3303.364014
	Iteration 79Q: 3 clusters Score -3960480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3960474.250000 Penalty: 3303.364014
	Iteration 80F: 3 clusters Score -3960474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3960480.250000 Penalty: 3303.364014
	Iteration 81Q: 3 clusters Score -3960480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3960481.250000 Penalty: 3303.364014
	Iteration 82Q: 3 clusters Score -3960481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3960481.250000 Penalty: 3303.364014
	Iteration 83F: 3 clusters Score -3960481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Entering Unmasked Estep 
Score: -606479.500000 Penalty: 1368.038452
	Iteration 0F: 2 clusters Score -606479.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -602796.750000 Penalty: 2736.076904
	Iteration 0F: 3 clusters Score -602796.8 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -603926.062500 Penalty: 2736.076904
	Iteration 1F: 3 clusters Score -603926.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -604254.562500 Penalty: 2736.076904
	Iteration 2F: 3 clusters Score -604254.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -604547.500000 Penalty: 2736.076904
	Iteration 3F: 3 clusters Score -604547.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -604833.812500 Penalty: 2736.076904
	Iteration 4F: 3 clusters Score -604833.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -605112.812500 Penalty: 2736.076904
	Iteration 5F: 3 clusters Score -605112.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -605342.125000 Penalty: 2736.076904
	Iteration 6F: 3 clusters Score -605342.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -605524.062500 Penalty: 2736.076904
	Iteration 7Q: 3 clusters Score -605524.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -605693.437500 Penalty: 2736.076904
	Iteration 8Q: 3 clusters Score -605693.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -605824.812500 Penalty: 2736.076904
	Iteration 9Q: 3 clusters Score -605824.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -605921.000000 Penalty: 2736.076904
	Iteration 10Q: 3 clusters Score -605921 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -605985.187500 Penalty: 2736.076904
	Iteration 11Q: 3 clusters Score -605985.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -606033.750000 Penalty: 2736.076904
	Iteration 12Q: 3 clusters Score -606033.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -606059.000000 Penalty: 2736.076904
	Iteration 13Q: 3 clusters Score -606059 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -606075.562500 Penalty: 2736.076904
	Iteration 14Q: 3 clusters Score -606075.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -606084.187500 Penalty: 2736.076904
	Iteration 15Q: 3 clusters Score -606084.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -606091.875000 Penalty: 2736.076904
	Iteration 16Q: 3 clusters Score -606091.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -606096.437500 Penalty: 2736.076904
	Iteration 17Q: 3 clusters Score -606096.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -606100.375000 Penalty: 2736.076904
	Iteration 18Q: 3 clusters Score -606100.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -606102.187500 Penalty: 2736.076904
	Iteration 19Q: 3 clusters Score -606102.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -606104.312500 Penalty: 2736.076904
	Iteration 20F: 3 clusters Score -606104.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -606108.000000 Penalty: 2736.076904
	Iteration 21Q: 3 clusters Score -606108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -606109.000000 Penalty: 2736.076904
	Iteration 22Q: 3 clusters Score -606109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -606109.937500 Penalty: 2736.076904
	Iteration 23Q: 3 clusters Score -606109.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -606110.750000 Penalty: 2736.076904
	Iteration 24Q: 3 clusters Score -606110.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -606112.187500 Penalty: 2736.076904
	Iteration 25Q: 3 clusters Score -606112.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -606112.187500 Penalty: 2736.076904
	Iteration 26Q: 3 clusters Score -606112.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -606111.875000 Penalty: 2736.076904
	Iteration 27Q: 3 clusters Score -606111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -606113.062500 Penalty: 2736.076904
	Iteration 28Q: 3 clusters Score -606113.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -606112.875000 Penalty: 2736.076904
	Iteration 29Q: 3 clusters Score -606112.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -606114.625000 Penalty: 2736.076904
	Iteration 30Q: 3 clusters Score -606114.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -606115.062500 Penalty: 2736.076904
	Iteration 31Q: 3 clusters Score -606115.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -606115.000000 Penalty: 2736.076904
	Iteration 32Q: 3 clusters Score -606115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -606115.312500 Penalty: 2736.076904
	Iteration 33Q: 3 clusters Score -606115.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -606115.625000 Penalty: 2736.076904
	Iteration 34Q: 3 clusters Score -606115.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -606117.562500 Penalty: 2736.076904
	Iteration 35Q: 3 clusters Score -606117.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -606116.125000 Penalty: 2736.076904
	Iteration 36Q: 3 clusters Score -606116.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -606116.125000 Penalty: 2736.076904
	Iteration 37F: 3 clusters Score -606116.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -72413.726562 Penalty: 1025.065918
	Iteration 0F: 2 clusters Score -72413.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -71561.679688 Penalty: 2050.131836
	Iteration 0F: 3 clusters Score -71561.68 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -72166.484375 Penalty: 2050.131836
	Iteration 1F: 3 clusters Score -72166.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -72305.187500 Penalty: 2050.131836
	Iteration 2F: 3 clusters Score -72305.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -72343.187500 Penalty: 2050.131836
	Iteration 3Q: 3 clusters Score -72343.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -72359.203125 Penalty: 2050.131836
	Iteration 4Q: 3 clusters Score -72359.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -72371.765625 Penalty: 2050.131836
	Iteration 5Q: 3 clusters Score -72371.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -72375.976562 Penalty: 2050.131836
	Iteration 6Q: 3 clusters Score -72375.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -72375.976562 Penalty: 2050.131836
	Iteration 7F: 3 clusters Score -72375.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Entering Unmasked Estep 
Score: -1557465.625000 Penalty: 1509.832153
	Iteration 0F: 2 clusters Score -1557466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1549716.500000 Penalty: 3019.664307
	Iteration 0F: 3 clusters Score -1549716 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1552660.875000 Penalty: 3019.664307
	Iteration 1F: 3 clusters Score -1552661 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1553477.000000 Penalty: 3019.664307
	Iteration 2F: 3 clusters Score -1553477 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1554244.875000 Penalty: 3019.664307
	Iteration 3F: 3 clusters Score -1554245 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1554853.375000 Penalty: 3019.664307
	Iteration 4F: 3 clusters Score -1554853 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1555327.625000 Penalty: 3019.664307
	Iteration 5F: 3 clusters Score -1555328 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1555650.750000 Penalty: 3019.664307
	Iteration 6Q: 3 clusters Score -1555651 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1555901.625000 Penalty: 3019.664307
	Iteration 7Q: 3 clusters Score -1555902 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1556045.875000 Penalty: 3019.664307
	Iteration 8Q: 3 clusters Score -1556046 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1556137.750000 Penalty: 3019.664307
	Iteration 9Q: 3 clusters Score -1556138 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1556206.500000 Penalty: 3019.664307
	Iteration 10Q: 3 clusters Score -1556206 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1556249.250000 Penalty: 3019.664307
	Iteration 11Q: 3 clusters Score -1556249 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1556290.875000 Penalty: 3019.664307
	Iteration 12Q: 3 clusters Score -1556291 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1556333.250000 Penalty: 3019.664307
	Iteration 13Q: 3 clusters Score -1556333 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1556358.625000 Penalty: 3019.664307
	Iteration 14Q: 3 clusters Score -1556359 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1556391.125000 Penalty: 3019.664307
	Iteration 15Q: 3 clusters Score -1556391 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1556415.500000 Penalty: 3019.664307
	Iteration 16Q: 3 clusters Score -1556416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1556431.375000 Penalty: 3019.664307
	Iteration 17Q: 3 clusters Score -1556431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1556449.625000 Penalty: 3019.664307
	Iteration 18Q: 3 clusters Score -1556450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1556465.000000 Penalty: 3019.664307
	Iteration 19Q: 3 clusters Score -1556465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1556482.375000 Penalty: 3019.664307
	Iteration 20F: 3 clusters Score -1556482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1556491.750000 Penalty: 3019.664307
	Iteration 21Q: 3 clusters Score -1556492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1556498.750000 Penalty: 3019.664307
	Iteration 22Q: 3 clusters Score -1556499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1556504.875000 Penalty: 3019.664307
	Iteration 23Q: 3 clusters Score -1556505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1556509.000000 Penalty: 3019.664307
	Iteration 24Q: 3 clusters Score -1556509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1556520.500000 Penalty: 3019.664307
	Iteration 25Q: 3 clusters Score -1556520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1556528.625000 Penalty: 3019.664307
	Iteration 26Q: 3 clusters Score -1556529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1556532.125000 Penalty: 3019.664307
	Iteration 27Q: 3 clusters Score -1556532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1556533.875000 Penalty: 3019.664307
	Iteration 28Q: 3 clusters Score -1556534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1556533.625000 Penalty: 3019.664307
	Iteration 29Q: 3 clusters Score -1556534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1556541.125000 Penalty: 3019.664307
	Iteration 30Q: 3 clusters Score -1556541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1556543.250000 Penalty: 3019.664307
	Iteration 31Q: 3 clusters Score -1556543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1556550.000000 Penalty: 3019.664307
	Iteration 32Q: 3 clusters Score -1556550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1556551.375000 Penalty: 3019.664307
	Iteration 33Q: 3 clusters Score -1556551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1556554.500000 Penalty: 3019.664307
	Iteration 34Q: 3 clusters Score -1556554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1556559.000000 Penalty: 3019.664307
	Iteration 35Q: 3 clusters Score -1556559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1556563.750000 Penalty: 3019.664307
	Iteration 36Q: 3 clusters Score -1556564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1556569.000000 Penalty: 3019.664307
	Iteration 37Q: 3 clusters Score -1556569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1556574.875000 Penalty: 3019.664307
	Iteration 38Q: 3 clusters Score -1556575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1556577.000000 Penalty: 3019.664307
	Iteration 39Q: 3 clusters Score -1556577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1556584.750000 Penalty: 3019.664307
	Iteration 40F: 3 clusters Score -1556585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1556585.000000 Penalty: 3019.664307
	Iteration 41Q: 3 clusters Score -1556585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1556588.875000 Penalty: 3019.664307
	Iteration 42Q: 3 clusters Score -1556589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1556592.125000 Penalty: 3019.664307
	Iteration 43Q: 3 clusters Score -1556592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1556590.125000 Penalty: 3019.664307
	Iteration 44Q: 3 clusters Score -1556590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1556594.875000 Penalty: 3019.664307
	Iteration 45Q: 3 clusters Score -1556595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1556595.750000 Penalty: 3019.664307
	Iteration 46Q: 3 clusters Score -1556596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1556599.125000 Penalty: 3019.664307
	Iteration 47Q: 3 clusters Score -1556599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1556598.125000 Penalty: 3019.664307
	Iteration 48Q: 3 clusters Score -1556598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1556601.000000 Penalty: 3019.664307
	Iteration 49Q: 3 clusters Score -1556601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1556600.875000 Penalty: 3019.664307
	Iteration 50Q: 3 clusters Score -1556601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1556605.250000 Penalty: 3019.664307
	Iteration 51Q: 3 clusters Score -1556605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1556607.750000 Penalty: 3019.664307
	Iteration 52Q: 3 clusters Score -1556608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1556608.500000 Penalty: 3019.664307
	Iteration 53Q: 3 clusters Score -1556608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1556611.125000 Penalty: 3019.664307
	Iteration 54Q: 3 clusters Score -1556611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1556610.750000 Penalty: 3019.664307
	Iteration 55Q: 3 clusters Score -1556611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1556610.875000 Penalty: 3019.664307
	Iteration 56Q: 3 clusters Score -1556611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1556614.625000 Penalty: 3019.664307
	Iteration 57Q: 3 clusters Score -1556615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1556617.250000 Penalty: 3019.664307
	Iteration 58Q: 3 clusters Score -1556617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1556618.750000 Penalty: 3019.664307
	Iteration 59Q: 3 clusters Score -1556619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1556618.375000 Penalty: 3019.664307
	Iteration 60F: 3 clusters Score -1556618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1556617.375000 Penalty: 3019.664307
	Iteration 61Q: 3 clusters Score -1556617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1556616.500000 Penalty: 3019.664307
	Iteration 62Q: 3 clusters Score -1556616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1556619.625000 Penalty: 3019.664307
	Iteration 63Q: 3 clusters Score -1556620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1556619.625000 Penalty: 3019.664307
	Iteration 64F: 3 clusters Score -1556620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Entering Unmasked Estep 
Score: -1886093.125000 Penalty: 1544.542114
	Iteration 0F: 2 clusters Score -1886093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1876836.125000 Penalty: 3089.084229
	Iteration 0F: 3 clusters Score -1876836 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1879967.250000 Penalty: 3089.084229
	Iteration 1F: 3 clusters Score -1879967 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1880336.625000 Penalty: 3089.084229
	Iteration 2F: 3 clusters Score -1880337 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1880627.500000 Penalty: 3089.084229
	Iteration 3F: 3 clusters Score -1880628 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1880840.000000 Penalty: 3089.084229
	Iteration 4Q: 3 clusters Score -1880840 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1881000.375000 Penalty: 3089.084229
	Iteration 5Q: 3 clusters Score -1881000 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1881135.750000 Penalty: 3089.084229
	Iteration 6Q: 3 clusters Score -1881136 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1881274.500000 Penalty: 3089.084229
	Iteration 7Q: 3 clusters Score -1881274 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1881399.625000 Penalty: 3089.084229
	Iteration 8Q: 3 clusters Score -1881400 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1881518.625000 Penalty: 3089.084229
	Iteration 9Q: 3 clusters Score -1881519 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1881645.875000 Penalty: 3089.084229
	Iteration 10Q: 3 clusters Score -1881646 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1881780.750000 Penalty: 3089.084229
	Iteration 11Q: 3 clusters Score -1881781 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1881935.250000 Penalty: 3089.084229
	Iteration 12Q: 3 clusters Score -1881935 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1882099.500000 Penalty: 3089.084229
	Iteration 13Q: 3 clusters Score -1882100 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1882280.875000 Penalty: 3089.084229
	Iteration 14Q: 3 clusters Score -1882281 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1882451.625000 Penalty: 3089.084229
	Iteration 15Q: 3 clusters Score -1882452 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1882614.875000 Penalty: 3089.084229
	Iteration 16Q: 3 clusters Score -1882615 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1882769.125000 Penalty: 3089.084229
	Iteration 17Q: 3 clusters Score -1882769 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1882959.625000 Penalty: 3089.084229
	Iteration 18Q: 3 clusters Score -1882960 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1883136.125000 Penalty: 3089.084229
	Iteration 19Q: 3 clusters Score -1883136 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1883329.250000 Penalty: 3089.084229
	Iteration 20F: 3 clusters Score -1883329 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1883589.875000 Penalty: 3089.084229
	Iteration 21Q: 3 clusters Score -1883590 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1883933.750000 Penalty: 3089.084229
	Iteration 22Q: 3 clusters Score -1883934 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1884385.875000 Penalty: 3089.084229
	Iteration 23Q: 3 clusters Score -1884386 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1884858.500000 Penalty: 3089.084229
	Iteration 24Q: 3 clusters Score -1884858 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1885269.625000 Penalty: 3089.084229
	Iteration 25Q: 3 clusters Score -1885270 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1885542.750000 Penalty: 3089.084229
	Iteration 26Q: 3 clusters Score -1885543 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1885669.250000 Penalty: 3089.084229
	Iteration 27Q: 3 clusters Score -1885669 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1885701.625000 Penalty: 3089.084229
	Iteration 28Q: 3 clusters Score -1885702 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1885714.250000 Penalty: 3089.084229
	Iteration 29Q: 3 clusters Score -1885714 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1885721.625000 Penalty: 3089.084229
	Iteration 30Q: 3 clusters Score -1885722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1885726.375000 Penalty: 3089.084229
	Iteration 31Q: 3 clusters Score -1885726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1885729.125000 Penalty: 3089.084229
	Iteration 32Q: 3 clusters Score -1885729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1885729.250000 Penalty: 3089.084229
	Iteration 33Q: 3 clusters Score -1885729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1885731.250000 Penalty: 3089.084229
	Iteration 34Q: 3 clusters Score -1885731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1885730.000000 Penalty: 3089.084229
	Iteration 35Q: 3 clusters Score -1885730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1885730.750000 Penalty: 3089.084229
	Iteration 36Q: 3 clusters Score -1885731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1885732.250000 Penalty: 3089.084229
	Iteration 37Q: 3 clusters Score -1885732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1885729.750000 Penalty: 3089.084229
	Iteration 38Q: 3 clusters Score -1885730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1885731.500000 Penalty: 3089.084229
	Iteration 39F: 3 clusters Score -1885732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1885729.250000 Penalty: 3089.084229
	Iteration 40F: 3 clusters Score -1885729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1885734.750000 Penalty: 3089.084229
	Iteration 41Q: 3 clusters Score -1885735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1885732.750000 Penalty: 3089.084229
	Iteration 42Q: 3 clusters Score -1885733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1885735.125000 Penalty: 3089.084229
	Iteration 43Q: 3 clusters Score -1885735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1885732.125000 Penalty: 3089.084229
	Iteration 44Q: 3 clusters Score -1885732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1885733.875000 Penalty: 3089.084229
	Iteration 45Q: 3 clusters Score -1885734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1885734.875000 Penalty: 3089.084229
	Iteration 46Q: 3 clusters Score -1885735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1885732.000000 Penalty: 3089.084229
	Iteration 47Q: 3 clusters Score -1885732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1885733.875000 Penalty: 3089.084229
	Iteration 48Q: 3 clusters Score -1885734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1885738.000000 Penalty: 3089.084229
	Iteration 49Q: 3 clusters Score -1885738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1885736.375000 Penalty: 3089.084229
	Iteration 50Q: 3 clusters Score -1885736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1885738.125000 Penalty: 3089.084229
	Iteration 51Q: 3 clusters Score -1885738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1885738.500000 Penalty: 3089.084229
	Iteration 52Q: 3 clusters Score -1885738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1885744.000000 Penalty: 3089.084229
	Iteration 53Q: 3 clusters Score -1885744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1885747.500000 Penalty: 3089.084229
	Iteration 54Q: 3 clusters Score -1885748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1885751.000000 Penalty: 3089.084229
	Iteration 55Q: 3 clusters Score -1885751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1885754.625000 Penalty: 3089.084229
	Iteration 56Q: 3 clusters Score -1885755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1885750.875000 Penalty: 3089.084229
	Iteration 57Q: 3 clusters Score -1885751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1885749.250000 Penalty: 3089.084229
	Iteration 58Q: 3 clusters Score -1885749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1885751.000000 Penalty: 3089.084229
	Iteration 59Q: 3 clusters Score -1885751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1885752.375000 Penalty: 3089.084229
	Iteration 60F: 3 clusters Score -1885752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1885749.500000 Penalty: 3089.084229
	Iteration 61Q: 3 clusters Score -1885750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1885752.375000 Penalty: 3089.084229
	Iteration 62Q: 3 clusters Score -1885752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1885752.375000 Penalty: 3089.084229
	Iteration 63F: 3 clusters Score -1885752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Entering Unmasked Estep 
Score: -3481355.500000 Penalty: 1644.710693
	Iteration 0F: 2 clusters Score -3481356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3466333.000000 Penalty: 3289.421387
	Iteration 0F: 3 clusters Score -3466333 nChanged 11392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -3473193.500000 Penalty: 3289.421387
	Iteration 1F: 3 clusters Score -3473194 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -3474082.000000 Penalty: 3289.421387
	Iteration 2F: 3 clusters Score -3474082 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -3475052.250000 Penalty: 3289.421387
	Iteration 3F: 3 clusters Score -3475052 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -3476249.500000 Penalty: 3289.421387
	Iteration 4F: 3 clusters Score -3476250 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -3477613.500000 Penalty: 3289.421387
	Iteration 5F: 3 clusters Score -3477614 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -3478779.750000 Penalty: 3289.421387
	Iteration 6F: 3 clusters Score -3478780 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -3479584.750000 Penalty: 3289.421387
	Iteration 7F: 3 clusters Score -3479585 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -3480126.250000 Penalty: 3289.421387
	Iteration 8Q: 3 clusters Score -3480126 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3480435.000000 Penalty: 3289.421387
	Iteration 9Q: 3 clusters Score -3480435 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -3480617.750000 Penalty: 3289.421387
	Iteration 10Q: 3 clusters Score -3480618 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3480764.750000 Penalty: 3289.421387
	Iteration 11Q: 3 clusters Score -3480765 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -3480886.000000 Penalty: 3289.421387
	Iteration 12Q: 3 clusters Score -3480886 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -3480929.250000 Penalty: 3289.421387
	Iteration 13Q: 3 clusters Score -3480929 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3480979.750000 Penalty: 3289.421387
	Iteration 14Q: 3 clusters Score -3480980 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -3481014.500000 Penalty: 3289.421387
	Iteration 15Q: 3 clusters Score -3481014 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3481051.750000 Penalty: 3289.421387
	Iteration 16Q: 3 clusters Score -3481052 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3481060.000000 Penalty: 3289.421387
	Iteration 17Q: 3 clusters Score -3481060 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -3481068.000000 Penalty: 3289.421387
	Iteration 18Q: 3 clusters Score -3481068 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3481072.750000 Penalty: 3289.421387
	Iteration 19Q: 3 clusters Score -3481073 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3481067.000000 Penalty: 3289.421387
	Iteration 20F: 3 clusters Score -3481067 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3481055.500000 Penalty: 3289.421387
	Iteration 21Q: 3 clusters Score -3481056 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3481049.500000 Penalty: 3289.421387
	Iteration 22Q: 3 clusters Score -3481050 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3481074.250000 Penalty: 3289.421387
	Iteration 23Q: 3 clusters Score -3481074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3481069.250000 Penalty: 3289.421387
	Iteration 24Q: 3 clusters Score -3481069 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3481064.250000 Penalty: 3289.421387
	Iteration 25Q: 3 clusters Score -3481064 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3481077.000000 Penalty: 3289.421387
	Iteration 26Q: 3 clusters Score -3481077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3481078.250000 Penalty: 3289.421387
	Iteration 27Q: 3 clusters Score -3481078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3481076.250000 Penalty: 3289.421387
	Iteration 28Q: 3 clusters Score -3481076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3481077.000000 Penalty: 3289.421387
	Iteration 29Q: 3 clusters Score -3481077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3481072.750000 Penalty: 3289.421387
	Iteration 30Q: 3 clusters Score -3481073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3481075.750000 Penalty: 3289.421387
	Iteration 31Q: 3 clusters Score -3481076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3481087.500000 Penalty: 3289.421387
	Iteration 32Q: 3 clusters Score -3481088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3481074.500000 Penalty: 3289.421387
	Iteration 33Q: 3 clusters Score -3481074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3481079.750000 Penalty: 3289.421387
	Iteration 34Q: 3 clusters Score -3481080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3481076.250000 Penalty: 3289.421387
	Iteration 35Q: 3 clusters Score -3481076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3481067.500000 Penalty: 3289.421387
	Iteration 36Q: 3 clusters Score -3481068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3481065.750000 Penalty: 3289.421387
	Iteration 37Q: 3 clusters Score -3481066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3481070.750000 Penalty: 3289.421387
	Iteration 38Q: 3 clusters Score -3481071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3481071.750000 Penalty: 3289.421387
	Iteration 39Q: 3 clusters Score -3481072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3481075.250000 Penalty: 3289.421387
	Iteration 40F: 3 clusters Score -3481075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3481068.750000 Penalty: 3289.421387
	Iteration 41Q: 3 clusters Score -3481069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3481068.500000 Penalty: 3289.421387
	Iteration 42Q: 3 clusters Score -3481068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3481066.250000 Penalty: 3289.421387
	Iteration 43Q: 3 clusters Score -3481066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3481064.250000 Penalty: 3289.421387
	Iteration 44Q: 3 clusters Score -3481064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3481066.750000 Penalty: 3289.421387
	Iteration 45Q: 3 clusters Score -3481067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3481068.000000 Penalty: 3289.421387
	Iteration 46Q: 3 clusters Score -3481068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3481066.500000 Penalty: 3289.421387
	Iteration 47Q: 3 clusters Score -3481066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3481066.500000 Penalty: 3289.421387
	Iteration 48F: 3 clusters Score -3481066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Entering Unmasked Estep 
Score: -2331694.250000 Penalty: 1570.775146
	Iteration 0F: 2 clusters Score -2331694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2320940.500000 Penalty: 3141.550293
	Iteration 0F: 3 clusters Score -2320940 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2324861.750000 Penalty: 3141.550293
	Iteration 1F: 3 clusters Score -2324862 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2325319.500000 Penalty: 3141.550293
	Iteration 2F: 3 clusters Score -2325320 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2325895.000000 Penalty: 3141.550293
	Iteration 3F: 3 clusters Score -2325895 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2326665.500000 Penalty: 3141.550293
	Iteration 4F: 3 clusters Score -2326666 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2327438.250000 Penalty: 3141.550293
	Iteration 5F: 3 clusters Score -2327438 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2328124.500000 Penalty: 3141.550293
	Iteration 6F: 3 clusters Score -2328124 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2328605.750000 Penalty: 3141.550293
	Iteration 7Q: 3 clusters Score -2328606 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2328986.250000 Penalty: 3141.550293
	Iteration 8Q: 3 clusters Score -2328986 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2329284.250000 Penalty: 3141.550293
	Iteration 9Q: 3 clusters Score -2329284 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2329561.750000 Penalty: 3141.550293
	Iteration 10Q: 3 clusters Score -2329562 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2329781.500000 Penalty: 3141.550293
	Iteration 11Q: 3 clusters Score -2329782 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2329972.500000 Penalty: 3141.550293
	Iteration 12Q: 3 clusters Score -2329972 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2330095.000000 Penalty: 3141.550293
	Iteration 13Q: 3 clusters Score -2330095 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2330186.500000 Penalty: 3141.550293
	Iteration 14Q: 3 clusters Score -2330186 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2330243.000000 Penalty: 3141.550293
	Iteration 15Q: 3 clusters Score -2330243 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2330288.500000 Penalty: 3141.550293
	Iteration 16Q: 3 clusters Score -2330288 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2330319.500000 Penalty: 3141.550293
	Iteration 17Q: 3 clusters Score -2330320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2330350.000000 Penalty: 3141.550293
	Iteration 18Q: 3 clusters Score -2330350 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2330373.000000 Penalty: 3141.550293
	Iteration 19Q: 3 clusters Score -2330373 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2330391.500000 Penalty: 3141.550293
	Iteration 20F: 3 clusters Score -2330392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2330389.500000 Penalty: 3141.550293
	Iteration 21Q: 3 clusters Score -2330390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2330396.000000 Penalty: 3141.550293
	Iteration 22Q: 3 clusters Score -2330396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2330396.750000 Penalty: 3141.550293
	Iteration 23Q: 3 clusters Score -2330397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2330407.000000 Penalty: 3141.550293
	Iteration 24Q: 3 clusters Score -2330407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2330410.500000 Penalty: 3141.550293
	Iteration 25Q: 3 clusters Score -2330410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2330420.750000 Penalty: 3141.550293
	Iteration 26Q: 3 clusters Score -2330421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2330421.500000 Penalty: 3141.550293
	Iteration 27Q: 3 clusters Score -2330422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2330429.000000 Penalty: 3141.550293
	Iteration 28Q: 3 clusters Score -2330429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2330430.250000 Penalty: 3141.550293
	Iteration 29Q: 3 clusters Score -2330430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2330428.250000 Penalty: 3141.550293
	Iteration 30Q: 3 clusters Score -2330428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2330430.250000 Penalty: 3141.550293
	Iteration 31Q: 3 clusters Score -2330430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2330432.750000 Penalty: 3141.550293
	Iteration 32Q: 3 clusters Score -2330433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2330435.750000 Penalty: 3141.550293
	Iteration 33Q: 3 clusters Score -2330436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2330436.500000 Penalty: 3141.550293
	Iteration 34Q: 3 clusters Score -2330436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2330436.250000 Penalty: 3141.550293
	Iteration 35Q: 3 clusters Score -2330436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2330437.500000 Penalty: 3141.550293
	Iteration 36Q: 3 clusters Score -2330438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2330437.500000 Penalty: 3141.550293
	Iteration 37F: 3 clusters Score -2330438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Entering Unmasked Estep 
Score: -930623.187500 Penalty: 1430.287720
	Iteration 0F: 2 clusters Score -930623.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -925603.500000 Penalty: 2860.575439
	Iteration 0F: 3 clusters Score -925603.5 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -927183.250000 Penalty: 2860.575439
	Iteration 1F: 3 clusters Score -927183.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -927569.937500 Penalty: 2860.575439
	Iteration 2F: 3 clusters Score -927569.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -928189.000000 Penalty: 2860.575439
	Iteration 3F: 3 clusters Score -928189 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -929088.125000 Penalty: 2860.575439
	Iteration 4F: 3 clusters Score -929088.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -929816.312500 Penalty: 2860.575439
	Iteration 5F: 3 clusters Score -929816.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -930260.625000 Penalty: 2860.575439
	Iteration 6F: 3 clusters Score -930260.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -930454.937500 Penalty: 2860.575439
	Iteration 7Q: 3 clusters Score -930454.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -930542.312500 Penalty: 2860.575439
	Iteration 8Q: 3 clusters Score -930542.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -930586.312500 Penalty: 2860.575439
	Iteration 9Q: 3 clusters Score -930586.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -930624.750000 Penalty: 2860.575439
	Iteration 10Q: 3 clusters Score -930624.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -930647.750000 Penalty: 2860.575439
	Iteration 11Q: 3 clusters Score -930647.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -930662.312500 Penalty: 2860.575439
	Iteration 12Q: 3 clusters Score -930662.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -930671.062500 Penalty: 2860.575439
	Iteration 13Q: 3 clusters Score -930671.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -930678.125000 Penalty: 2860.575439
	Iteration 14Q: 3 clusters Score -930678.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -930681.625000 Penalty: 2860.575439
	Iteration 15Q: 3 clusters Score -930681.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -930687.687500 Penalty: 2860.575439
	Iteration 16Q: 3 clusters Score -930687.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -930690.187500 Penalty: 2860.575439
	Iteration 17Q: 3 clusters Score -930690.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -930696.375000 Penalty: 2860.575439
	Iteration 18Q: 3 clusters Score -930696.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -930700.125000 Penalty: 2860.575439
	Iteration 19Q: 3 clusters Score -930700.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -930707.687500 Penalty: 2860.575439
	Iteration 20F: 3 clusters Score -930707.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -930710.750000 Penalty: 2860.575439
	Iteration 21Q: 3 clusters Score -930710.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -930713.875000 Penalty: 2860.575439
	Iteration 22Q: 3 clusters Score -930713.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -930720.437500 Penalty: 2860.575439
	Iteration 23Q: 3 clusters Score -930720.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -930722.625000 Penalty: 2860.575439
	Iteration 24Q: 3 clusters Score -930722.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -930729.687500 Penalty: 2860.575439
	Iteration 25Q: 3 clusters Score -930729.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -930733.937500 Penalty: 2860.575439
	Iteration 26Q: 3 clusters Score -930733.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -930742.062500 Penalty: 2860.575439
	Iteration 27Q: 3 clusters Score -930742.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -930745.750000 Penalty: 2860.575439
	Iteration 28Q: 3 clusters Score -930745.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -930750.687500 Penalty: 2860.575439
	Iteration 29Q: 3 clusters Score -930750.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -930756.312500 Penalty: 2860.575439
	Iteration 30Q: 3 clusters Score -930756.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -930765.062500 Penalty: 2860.575439
	Iteration 31Q: 3 clusters Score -930765.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -930771.500000 Penalty: 2860.575439
	Iteration 32Q: 3 clusters Score -930771.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -930774.312500 Penalty: 2860.575439
	Iteration 33Q: 3 clusters Score -930774.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -930774.625000 Penalty: 2860.575439
	Iteration 34Q: 3 clusters Score -930774.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -930775.187500 Penalty: 2860.575439
	Iteration 35Q: 3 clusters Score -930775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -930776.562500 Penalty: 2860.575439
	Iteration 36Q: 3 clusters Score -930776.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -930778.062500 Penalty: 2860.575439
	Iteration 37Q: 3 clusters Score -930778.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -930777.937500 Penalty: 2860.575439
	Iteration 38Q: 3 clusters Score -930777.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -930779.062500 Penalty: 2860.575439
	Iteration 39Q: 3 clusters Score -930779.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -930780.875000 Penalty: 2860.575439
	Iteration 40F: 3 clusters Score -930780.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 18830 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 25957 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 13425 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 15777 members 
Mstep: Class 28 contains 1262 members 
Mstep: Class 29 contains 7756 members 
Mstep: Class 30 contains 13643 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 2430 members 
Mstep: Class 35 contains 2122 members 
Mstep: Class 36 contains 13785 members 
Mstep: Class 37 contains 1725 members 
Mstep: Class 38 contains 31928 members 
Mstep: Class 39 contains 2555 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3364 members 
Mstep: Class 42 contains 3863 members 
Mstep: Class 43 contains 31485 members 
Mstep: Class 44 contains 14106 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 17814 members 
Mstep: Class 47 contains 29363 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 12605 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 22484 members 
Mstep: Class 52 contains 1569 members 
Mstep: Class 53 contains 2400 members 
Mstep: Class 54 contains 16670 members 
Mstep: Class 55 contains 5292 members 
Mstep: Class 56 contains 2863 members 
Mstep: Class 57 contains 21686 members 
Mstep: Class 58 contains 6497 members 
Mstep: Class 59 contains 7300 members 
Mstep: Class 60 contains 1420 members 
Mstep: Class 61 contains 1955 members 
Mstep: Class 62 contains 12066 members 
Mstep: Class 63 contains 13655 members 
Mstep: Class 64 contains 5384 members 
Entering Unmasked Estep 
Score: -85904168.000000 Penalty: 138392.046875
Splitting cluster 28 changes total score from -85899152.000000 to -85904168.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 29 (7756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Entering Unmasked Estep 
Score: -1111384.250000 Penalty: 1455.385986
	Iteration 0F: 2 clusters Score -1111384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1105746.875000 Penalty: 2910.771973
	Iteration 0F: 3 clusters Score -1105747 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1107911.750000 Penalty: 2910.771973
	Iteration 1F: 3 clusters Score -1107912 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1108732.875000 Penalty: 2910.771973
	Iteration 2F: 3 clusters Score -1108733 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1109521.375000 Penalty: 2910.771973
	Iteration 3F: 3 clusters Score -1109521 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1110085.250000 Penalty: 2910.771973
	Iteration 4F: 3 clusters Score -1110085 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1110435.750000 Penalty: 2910.771973
	Iteration 5F: 3 clusters Score -1110436 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1110652.000000 Penalty: 2910.771973
	Iteration 6Q: 3 clusters Score -1110652 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1110803.000000 Penalty: 2910.771973
	Iteration 7Q: 3 clusters Score -1110803 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1110885.875000 Penalty: 2910.771973
	Iteration 8Q: 3 clusters Score -1110886 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1110935.625000 Penalty: 2910.771973
	Iteration 9Q: 3 clusters Score -1110936 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1110979.375000 Penalty: 2910.771973
	Iteration 10Q: 3 clusters Score -1110979 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1111007.875000 Penalty: 2910.771973
	Iteration 11Q: 3 clusters Score -1111008 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1111033.125000 Penalty: 2910.771973
	Iteration 12Q: 3 clusters Score -1111033 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1111050.125000 Penalty: 2910.771973
	Iteration 13Q: 3 clusters Score -1111050 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1111071.375000 Penalty: 2910.771973
	Iteration 14Q: 3 clusters Score -1111071 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1111086.875000 Penalty: 2910.771973
	Iteration 15Q: 3 clusters Score -1111087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1111099.000000 Penalty: 2910.771973
	Iteration 16Q: 3 clusters Score -1111099 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1111117.375000 Penalty: 2910.771973
	Iteration 17Q: 3 clusters Score -1111117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1111135.000000 Penalty: 2910.771973
	Iteration 18Q: 3 clusters Score -1111135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1111152.125000 Penalty: 2910.771973
	Iteration 19Q: 3 clusters Score -1111152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1111170.000000 Penalty: 2910.771973
	Iteration 20F: 3 clusters Score -1111170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1111185.125000 Penalty: 2910.771973
	Iteration 21Q: 3 clusters Score -1111185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1111196.875000 Penalty: 2910.771973
	Iteration 22Q: 3 clusters Score -1111197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1111209.750000 Penalty: 2910.771973
	Iteration 23Q: 3 clusters Score -1111210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1111220.250000 Penalty: 2910.771973
	Iteration 24Q: 3 clusters Score -1111220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1111227.625000 Penalty: 2910.771973
	Iteration 25Q: 3 clusters Score -1111228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1111235.750000 Penalty: 2910.771973
	Iteration 26Q: 3 clusters Score -1111236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1111241.000000 Penalty: 2910.771973
	Iteration 27Q: 3 clusters Score -1111241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1111246.750000 Penalty: 2910.771973
	Iteration 28Q: 3 clusters Score -1111247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1111248.750000 Penalty: 2910.771973
	Iteration 29Q: 3 clusters Score -1111249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1111253.500000 Penalty: 2910.771973
	Iteration 30Q: 3 clusters Score -1111254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1111256.250000 Penalty: 2910.771973
	Iteration 31Q: 3 clusters Score -1111256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1111260.625000 Penalty: 2910.771973
	Iteration 32Q: 3 clusters Score -1111261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1111257.375000 Penalty: 2910.771973
	Iteration 33Q: 3 clusters Score -1111257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1111262.750000 Penalty: 2910.771973
	Iteration 34Q: 3 clusters Score -1111263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1111263.250000 Penalty: 2910.771973
	Iteration 35Q: 3 clusters Score -1111263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1111266.625000 Penalty: 2910.771973
	Iteration 36Q: 3 clusters Score -1111267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1111266.750000 Penalty: 2910.771973
	Iteration 37Q: 3 clusters Score -1111267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1111266.750000 Penalty: 2910.771973
	Iteration 38Q: 3 clusters Score -1111267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1111266.750000 Penalty: 2910.771973
	Iteration 39F: 3 clusters Score -1111267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Entering Unmasked Estep 
Score: -2064035.750000 Penalty: 1547.159546
	Iteration 0F: 2 clusters Score -2064036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2054596.875000 Penalty: 3094.319092
	Iteration 0F: 3 clusters Score -2054597 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2057904.750000 Penalty: 3094.319092
	Iteration 1F: 3 clusters Score -2057905 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2058274.250000 Penalty: 3094.319092
	Iteration 2F: 3 clusters Score -2058274 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2058592.125000 Penalty: 3094.319092
	Iteration 3F: 3 clusters Score -2058592 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2058863.750000 Penalty: 3094.319092
	Iteration 4Q: 3 clusters Score -2058864 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2059100.500000 Penalty: 3094.319092
	Iteration 5Q: 3 clusters Score -2059100 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2059341.375000 Penalty: 3094.319092
	Iteration 6Q: 3 clusters Score -2059341 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2059558.875000 Penalty: 3094.319092
	Iteration 7Q: 3 clusters Score -2059559 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2059714.750000 Penalty: 3094.319092
	Iteration 8Q: 3 clusters Score -2059715 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2059849.875000 Penalty: 3094.319092
	Iteration 9Q: 3 clusters Score -2059850 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2059957.875000 Penalty: 3094.319092
	Iteration 10Q: 3 clusters Score -2059958 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2060073.500000 Penalty: 3094.319092
	Iteration 11Q: 3 clusters Score -2060074 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2060187.000000 Penalty: 3094.319092
	Iteration 12Q: 3 clusters Score -2060187 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2060296.875000 Penalty: 3094.319092
	Iteration 13Q: 3 clusters Score -2060297 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2060407.750000 Penalty: 3094.319092
	Iteration 14Q: 3 clusters Score -2060408 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2060506.250000 Penalty: 3094.319092
	Iteration 15Q: 3 clusters Score -2060506 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2060612.625000 Penalty: 3094.319092
	Iteration 16Q: 3 clusters Score -2060613 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2060715.875000 Penalty: 3094.319092
	Iteration 17Q: 3 clusters Score -2060716 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2060862.500000 Penalty: 3094.319092
	Iteration 18Q: 3 clusters Score -2060862 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2061041.000000 Penalty: 3094.319092
	Iteration 19Q: 3 clusters Score -2061041 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2061318.375000 Penalty: 3094.319092
	Iteration 20F: 3 clusters Score -2061318 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2061776.000000 Penalty: 3094.319092
	Iteration 21Q: 3 clusters Score -2061776 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2062293.000000 Penalty: 3094.319092
	Iteration 22Q: 3 clusters Score -2062293 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2062704.250000 Penalty: 3094.319092
	Iteration 23Q: 3 clusters Score -2062704 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2063017.875000 Penalty: 3094.319092
	Iteration 24Q: 3 clusters Score -2063018 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2063253.375000 Penalty: 3094.319092
	Iteration 25Q: 3 clusters Score -2063253 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2063397.500000 Penalty: 3094.319092
	Iteration 26Q: 3 clusters Score -2063398 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2063494.000000 Penalty: 3094.319092
	Iteration 27Q: 3 clusters Score -2063494 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2063563.375000 Penalty: 3094.319092
	Iteration 28Q: 3 clusters Score -2063563 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2063602.625000 Penalty: 3094.319092
	Iteration 29Q: 3 clusters Score -2063603 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2063626.625000 Penalty: 3094.319092
	Iteration 30Q: 3 clusters Score -2063627 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2063639.625000 Penalty: 3094.319092
	Iteration 31Q: 3 clusters Score -2063640 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2063648.875000 Penalty: 3094.319092
	Iteration 32Q: 3 clusters Score -2063649 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2063659.125000 Penalty: 3094.319092
	Iteration 33Q: 3 clusters Score -2063659 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2063664.750000 Penalty: 3094.319092
	Iteration 34Q: 3 clusters Score -2063665 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2063666.875000 Penalty: 3094.319092
	Iteration 35Q: 3 clusters Score -2063667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2063666.000000 Penalty: 3094.319092
	Iteration 36Q: 3 clusters Score -2063666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2063670.375000 Penalty: 3094.319092
	Iteration 37Q: 3 clusters Score -2063670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2063685.875000 Penalty: 3094.319092
	Iteration 38Q: 3 clusters Score -2063686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2063687.750000 Penalty: 3094.319092
	Iteration 39Q: 3 clusters Score -2063688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2063721.375000 Penalty: 3094.319092
	Iteration 40F: 3 clusters Score -2063721 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2063741.000000 Penalty: 3094.319092
	Iteration 41Q: 3 clusters Score -2063741 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2063742.875000 Penalty: 3094.319092
	Iteration 42Q: 3 clusters Score -2063743 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2063751.875000 Penalty: 3094.319092
	Iteration 43Q: 3 clusters Score -2063752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2063758.000000 Penalty: 3094.319092
	Iteration 44Q: 3 clusters Score -2063758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2063754.625000 Penalty: 3094.319092
	Iteration 45Q: 3 clusters Score -2063755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2063760.500000 Penalty: 3094.319092
	Iteration 46Q: 3 clusters Score -2063760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2063758.750000 Penalty: 3094.319092
	Iteration 47Q: 3 clusters Score -2063759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2063762.125000 Penalty: 3094.319092
	Iteration 48Q: 3 clusters Score -2063762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2063765.000000 Penalty: 3094.319092
	Iteration 49Q: 3 clusters Score -2063765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2063772.500000 Penalty: 3094.319092
	Iteration 50Q: 3 clusters Score -2063772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2063770.375000 Penalty: 3094.319092
	Iteration 51Q: 3 clusters Score -2063770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2063772.625000 Penalty: 3094.319092
	Iteration 52Q: 3 clusters Score -2063773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2063771.250000 Penalty: 3094.319092
	Iteration 53Q: 3 clusters Score -2063771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2063768.125000 Penalty: 3094.319092
	Iteration 54Q: 3 clusters Score -2063768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2063773.625000 Penalty: 3094.319092
	Iteration 55Q: 3 clusters Score -2063774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2063776.625000 Penalty: 3094.319092
	Iteration 56Q: 3 clusters Score -2063777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2063774.875000 Penalty: 3094.319092
	Iteration 57Q: 3 clusters Score -2063775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2063776.500000 Penalty: 3094.319092
	Iteration 58Q: 3 clusters Score -2063776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2063776.375000 Penalty: 3094.319092
	Iteration 59Q: 3 clusters Score -2063776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2063775.875000 Penalty: 3094.319092
	Iteration 60F: 3 clusters Score -2063776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2063777.875000 Penalty: 3094.319092
	Iteration 61Q: 3 clusters Score -2063778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2063777.875000 Penalty: 3094.319092
	Iteration 62F: 3 clusters Score -2063778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Entering Unmasked Estep 
Score: -480703.718750 Penalty: 1337.814697
	Iteration 0F: 2 clusters Score -480703.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -477484.531250 Penalty: 2675.629395
	Iteration 0F: 3 clusters Score -477484.5 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -478351.343750 Penalty: 2675.629395
	Iteration 1F: 3 clusters Score -478351.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -478545.562500 Penalty: 2675.629395
	Iteration 2F: 3 clusters Score -478545.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -478710.593750 Penalty: 2675.629395
	Iteration 3F: 3 clusters Score -478710.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -478858.906250 Penalty: 2675.629395
	Iteration 4F: 3 clusters Score -478858.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -478965.906250 Penalty: 2675.629395
	Iteration 5Q: 3 clusters Score -478965.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -479052.375000 Penalty: 2675.629395
	Iteration 6Q: 3 clusters Score -479052.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -479117.593750 Penalty: 2675.629395
	Iteration 7Q: 3 clusters Score -479117.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -479179.406250 Penalty: 2675.629395
	Iteration 8Q: 3 clusters Score -479179.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -479242.125000 Penalty: 2675.629395
	Iteration 9Q: 3 clusters Score -479242.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -479310.718750 Penalty: 2675.629395
	Iteration 10Q: 3 clusters Score -479310.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -479372.812500 Penalty: 2675.629395
	Iteration 11Q: 3 clusters Score -479372.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -479438.812500 Penalty: 2675.629395
	Iteration 12Q: 3 clusters Score -479438.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -479503.375000 Penalty: 2675.629395
	Iteration 13Q: 3 clusters Score -479503.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -479566.312500 Penalty: 2675.629395
	Iteration 14Q: 3 clusters Score -479566.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -479640.375000 Penalty: 2675.629395
	Iteration 15Q: 3 clusters Score -479640.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -479715.031250 Penalty: 2675.629395
	Iteration 16Q: 3 clusters Score -479715 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -479792.125000 Penalty: 2675.629395
	Iteration 17Q: 3 clusters Score -479792.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -479866.625000 Penalty: 2675.629395
	Iteration 18Q: 3 clusters Score -479866.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -479919.437500 Penalty: 2675.629395
	Iteration 19Q: 3 clusters Score -479919.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -479959.937500 Penalty: 2675.629395
	Iteration 20F: 3 clusters Score -479959.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -480002.125000 Penalty: 2675.629395
	Iteration 21Q: 3 clusters Score -480002.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -480048.718750 Penalty: 2675.629395
	Iteration 22Q: 3 clusters Score -480048.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -480115.343750 Penalty: 2675.629395
	Iteration 23Q: 3 clusters Score -480115.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -480183.000000 Penalty: 2675.629395
	Iteration 24Q: 3 clusters Score -480183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -480214.937500 Penalty: 2675.629395
	Iteration 25Q: 3 clusters Score -480214.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -480240.843750 Penalty: 2675.629395
	Iteration 26Q: 3 clusters Score -480240.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -480254.562500 Penalty: 2675.629395
	Iteration 27Q: 3 clusters Score -480254.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -480259.000000 Penalty: 2675.629395
	Iteration 28Q: 3 clusters Score -480259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -480262.281250 Penalty: 2675.629395
	Iteration 29Q: 3 clusters Score -480262.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -480263.343750 Penalty: 2675.629395
	Iteration 30Q: 3 clusters Score -480263.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -480264.437500 Penalty: 2675.629395
	Iteration 31Q: 3 clusters Score -480264.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -480264.687500 Penalty: 2675.629395
	Iteration 32Q: 3 clusters Score -480264.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -480264.687500 Penalty: 2675.629395
	Iteration 33F: 3 clusters Score -480264.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Entering Unmasked Estep 
Score: -315394.406250 Penalty: 1260.590332
	Iteration 0F: 2 clusters Score -315394.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -313151.656250 Penalty: 2521.180664
	Iteration 0F: 3 clusters Score -313151.7 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -313846.718750 Penalty: 2521.180664
	Iteration 1F: 3 clusters Score -313846.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -314056.062500 Penalty: 2521.180664
	Iteration 2F: 3 clusters Score -314056.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -314223.812500 Penalty: 2521.180664
	Iteration 3F: 3 clusters Score -314223.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -314363.281250 Penalty: 2521.180664
	Iteration 4F: 3 clusters Score -314363.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -314468.312500 Penalty: 2521.180664
	Iteration 5Q: 3 clusters Score -314468.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -314555.031250 Penalty: 2521.180664
	Iteration 6Q: 3 clusters Score -314555 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -314616.875000 Penalty: 2521.180664
	Iteration 7Q: 3 clusters Score -314616.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -314670.468750 Penalty: 2521.180664
	Iteration 8Q: 3 clusters Score -314670.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -314703.281250 Penalty: 2521.180664
	Iteration 9Q: 3 clusters Score -314703.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -314728.687500 Penalty: 2521.180664
	Iteration 10Q: 3 clusters Score -314728.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -314749.531250 Penalty: 2521.180664
	Iteration 11Q: 3 clusters Score -314749.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -314769.000000 Penalty: 2521.180664
	Iteration 12Q: 3 clusters Score -314769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -314792.968750 Penalty: 2521.180664
	Iteration 13Q: 3 clusters Score -314793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -314817.718750 Penalty: 2521.180664
	Iteration 14Q: 3 clusters Score -314817.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -314839.875000 Penalty: 2521.180664
	Iteration 15Q: 3 clusters Score -314839.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -314869.531250 Penalty: 2521.180664
	Iteration 16Q: 3 clusters Score -314869.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -314892.312500 Penalty: 2521.180664
	Iteration 17Q: 3 clusters Score -314892.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -314907.562500 Penalty: 2521.180664
	Iteration 18Q: 3 clusters Score -314907.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -314920.437500 Penalty: 2521.180664
	Iteration 19Q: 3 clusters Score -314920.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -314939.750000 Penalty: 2521.180664
	Iteration 20F: 3 clusters Score -314939.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -314956.687500 Penalty: 2521.180664
	Iteration 21Q: 3 clusters Score -314956.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -314976.437500 Penalty: 2521.180664
	Iteration 22Q: 3 clusters Score -314976.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -314991.937500 Penalty: 2521.180664
	Iteration 23Q: 3 clusters Score -314991.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -315009.062500 Penalty: 2521.180664
	Iteration 24Q: 3 clusters Score -315009.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -315025.281250 Penalty: 2521.180664
	Iteration 25Q: 3 clusters Score -315025.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -315034.906250 Penalty: 2521.180664
	Iteration 26Q: 3 clusters Score -315034.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -315043.125000 Penalty: 2521.180664
	Iteration 27Q: 3 clusters Score -315043.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -315047.906250 Penalty: 2521.180664
	Iteration 28Q: 3 clusters Score -315047.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -315053.750000 Penalty: 2521.180664
	Iteration 29Q: 3 clusters Score -315053.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -315060.062500 Penalty: 2521.180664
	Iteration 30Q: 3 clusters Score -315060.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -315065.781250 Penalty: 2521.180664
	Iteration 31Q: 3 clusters Score -315065.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -315069.500000 Penalty: 2521.180664
	Iteration 32Q: 3 clusters Score -315069.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -315073.312500 Penalty: 2521.180664
	Iteration 33Q: 3 clusters Score -315073.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -315077.406250 Penalty: 2521.180664
	Iteration 34Q: 3 clusters Score -315077.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -315081.000000 Penalty: 2521.180664
	Iteration 35Q: 3 clusters Score -315081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -315083.156250 Penalty: 2521.180664
	Iteration 36Q: 3 clusters Score -315083.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -315084.062500 Penalty: 2521.180664
	Iteration 37Q: 3 clusters Score -315084.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -315085.687500 Penalty: 2521.180664
	Iteration 38Q: 3 clusters Score -315085.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -315088.937500 Penalty: 2521.180664
	Iteration 39Q: 3 clusters Score -315088.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -315089.937500 Penalty: 2521.180664
	Iteration 40F: 3 clusters Score -315089.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -315090.468750 Penalty: 2521.180664
	Iteration 41Q: 3 clusters Score -315090.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -315092.281250 Penalty: 2521.180664
	Iteration 42Q: 3 clusters Score -315092.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -315093.812500 Penalty: 2521.180664
	Iteration 43Q: 3 clusters Score -315093.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -315094.718750 Penalty: 2521.180664
	Iteration 44Q: 3 clusters Score -315094.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -315095.343750 Penalty: 2521.180664
	Iteration 45Q: 3 clusters Score -315095.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -315097.125000 Penalty: 2521.180664
	Iteration 46Q: 3 clusters Score -315097.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -315097.031250 Penalty: 2521.180664
	Iteration 47Q: 3 clusters Score -315097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -315098.187500 Penalty: 2521.180664
	Iteration 48Q: 3 clusters Score -315098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -315098.187500 Penalty: 2521.180664
	Iteration 49F: 3 clusters Score -315098.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Entering Unmasked Estep 
Score: -414705.250000 Penalty: 1302.705322
	Iteration 0F: 2 clusters Score -414705.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -411950.000000 Penalty: 2605.410645
	Iteration 0F: 3 clusters Score -411950 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -412706.375000 Penalty: 2605.410645
	Iteration 1F: 3 clusters Score -412706.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -412890.812500 Penalty: 2605.410645
	Iteration 2F: 3 clusters Score -412890.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -413017.656250 Penalty: 2605.410645
	Iteration 3F: 3 clusters Score -413017.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -413140.312500 Penalty: 2605.410645
	Iteration 4Q: 3 clusters Score -413140.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -413292.625000 Penalty: 2605.410645
	Iteration 5Q: 3 clusters Score -413292.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -413461.593750 Penalty: 2605.410645
	Iteration 6Q: 3 clusters Score -413461.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -413586.531250 Penalty: 2605.410645
	Iteration 7Q: 3 clusters Score -413586.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -413724.406250 Penalty: 2605.410645
	Iteration 8Q: 3 clusters Score -413724.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -413851.281250 Penalty: 2605.410645
	Iteration 9Q: 3 clusters Score -413851.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -413926.781250 Penalty: 2605.410645
	Iteration 10Q: 3 clusters Score -413926.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -413972.156250 Penalty: 2605.410645
	Iteration 11Q: 3 clusters Score -413972.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -413996.968750 Penalty: 2605.410645
	Iteration 12Q: 3 clusters Score -413997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -414016.656250 Penalty: 2605.410645
	Iteration 13Q: 3 clusters Score -414016.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -414038.781250 Penalty: 2605.410645
	Iteration 14Q: 3 clusters Score -414038.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -414055.875000 Penalty: 2605.410645
	Iteration 15Q: 3 clusters Score -414055.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -414066.281250 Penalty: 2605.410645
	Iteration 16Q: 3 clusters Score -414066.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -414072.250000 Penalty: 2605.410645
	Iteration 17Q: 3 clusters Score -414072.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -414080.343750 Penalty: 2605.410645
	Iteration 18Q: 3 clusters Score -414080.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -414083.843750 Penalty: 2605.410645
	Iteration 19Q: 3 clusters Score -414083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -414084.375000 Penalty: 2605.410645
	Iteration 20F: 3 clusters Score -414084.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -414084.875000 Penalty: 2605.410645
	Iteration 21Q: 3 clusters Score -414084.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -414085.843750 Penalty: 2605.410645
	Iteration 22Q: 3 clusters Score -414085.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -414086.375000 Penalty: 2605.410645
	Iteration 23Q: 3 clusters Score -414086.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -414086.093750 Penalty: 2605.410645
	Iteration 24Q: 3 clusters Score -414086.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -414086.093750 Penalty: 2605.410645
	Iteration 25F: 3 clusters Score -414086.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Entering Unmasked Estep 
Score: -303965.968750 Penalty: 1266.792603
	Iteration 0F: 2 clusters Score -303966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -301671.687500 Penalty: 2533.585205
	Iteration 0F: 3 clusters Score -301671.7 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -302404.593750 Penalty: 2533.585205
	Iteration 1F: 3 clusters Score -302404.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -302663.562500 Penalty: 2533.585205
	Iteration 2F: 3 clusters Score -302663.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -302960.312500 Penalty: 2533.585205
	Iteration 3F: 3 clusters Score -302960.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -303238.750000 Penalty: 2533.585205
	Iteration 4F: 3 clusters Score -303238.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -303480.843750 Penalty: 2533.585205
	Iteration 5F: 3 clusters Score -303480.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -303746.500000 Penalty: 2533.585205
	Iteration 6F: 3 clusters Score -303746.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -303903.375000 Penalty: 2533.585205
	Iteration 7Q: 3 clusters Score -303903.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -304010.281250 Penalty: 2533.585205
	Iteration 8Q: 3 clusters Score -304010.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -304106.781250 Penalty: 2533.585205
	Iteration 9Q: 3 clusters Score -304106.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -304213.312500 Penalty: 2533.585205
	Iteration 10Q: 3 clusters Score -304213.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -304285.562500 Penalty: 2533.585205
	Iteration 11Q: 3 clusters Score -304285.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -304326.437500 Penalty: 2533.585205
	Iteration 12Q: 3 clusters Score -304326.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -304360.250000 Penalty: 2533.585205
	Iteration 13Q: 3 clusters Score -304360.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -304381.593750 Penalty: 2533.585205
	Iteration 14Q: 3 clusters Score -304381.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -304398.000000 Penalty: 2533.585205
	Iteration 15Q: 3 clusters Score -304398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -304405.093750 Penalty: 2533.585205
	Iteration 16Q: 3 clusters Score -304405.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -304420.218750 Penalty: 2533.585205
	Iteration 17Q: 3 clusters Score -304420.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -304439.250000 Penalty: 2533.585205
	Iteration 18Q: 3 clusters Score -304439.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -304449.812500 Penalty: 2533.585205
	Iteration 19Q: 3 clusters Score -304449.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -304462.718750 Penalty: 2533.585205
	Iteration 20F: 3 clusters Score -304462.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -304482.250000 Penalty: 2533.585205
	Iteration 21Q: 3 clusters Score -304482.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -304503.093750 Penalty: 2533.585205
	Iteration 22Q: 3 clusters Score -304503.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -304529.468750 Penalty: 2533.585205
	Iteration 23Q: 3 clusters Score -304529.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -304553.875000 Penalty: 2533.585205
	Iteration 24Q: 3 clusters Score -304553.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -304583.593750 Penalty: 2533.585205
	Iteration 25Q: 3 clusters Score -304583.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -304609.718750 Penalty: 2533.585205
	Iteration 26Q: 3 clusters Score -304609.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -304625.312500 Penalty: 2533.585205
	Iteration 27Q: 3 clusters Score -304625.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -304633.968750 Penalty: 2533.585205
	Iteration 28Q: 3 clusters Score -304634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -304637.468750 Penalty: 2533.585205
	Iteration 29Q: 3 clusters Score -304637.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -304640.437500 Penalty: 2533.585205
	Iteration 30Q: 3 clusters Score -304640.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -304642.625000 Penalty: 2533.585205
	Iteration 31Q: 3 clusters Score -304642.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -304645.156250 Penalty: 2533.585205
	Iteration 32Q: 3 clusters Score -304645.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -304646.093750 Penalty: 2533.585205
	Iteration 33Q: 3 clusters Score -304646.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -304646.937500 Penalty: 2533.585205
	Iteration 34Q: 3 clusters Score -304646.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -304647.187500 Penalty: 2533.585205
	Iteration 35Q: 3 clusters Score -304647.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -304647.187500 Penalty: 2533.585205
	Iteration 36F: 3 clusters Score -304647.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 18830 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 25957 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 13425 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 15777 members 
Mstep: Class 28 contains 1262 members 
Mstep: Class 29 contains 7756 members 
Mstep: Class 30 contains 13643 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1281 members 
Mstep: Class 35 contains 2122 members 
Mstep: Class 36 contains 13785 members 
Mstep: Class 37 contains 1725 members 
Mstep: Class 38 contains 31928 members 
Mstep: Class 39 contains 2555 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3364 members 
Mstep: Class 42 contains 3863 members 
Mstep: Class 43 contains 31485 members 
Mstep: Class 44 contains 14106 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 17814 members 
Mstep: Class 47 contains 29363 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 12605 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 22484 members 
Mstep: Class 52 contains 1569 members 
Mstep: Class 53 contains 2400 members 
Mstep: Class 54 contains 16670 members 
Mstep: Class 55 contains 5292 members 
Mstep: Class 56 contains 2863 members 
Mstep: Class 57 contains 21686 members 
Mstep: Class 58 contains 6497 members 
Mstep: Class 59 contains 7300 members 
Mstep: Class 60 contains 1420 members 
Mstep: Class 61 contains 1955 members 
Mstep: Class 62 contains 12066 members 
Mstep: Class 63 contains 13655 members 
Mstep: Class 64 contains 5384 members 
Mstep: Class 65 contains 1149 members 
Entering Unmasked Estep 
Score: -85903888.000000 Penalty: 140554.421875
Splitting cluster 34 changes total score from -85899152.000000 to -85903888.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 35 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -285365.937500 Penalty: 1244.768555
	Iteration 0F: 2 clusters Score -285365.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -283263.000000 Penalty: 2489.537109
	Iteration 0F: 3 clusters Score -283263 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -284102.062500 Penalty: 2489.537109
	Iteration 1F: 3 clusters Score -284102.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -284406.906250 Penalty: 2489.537109
	Iteration 2F: 3 clusters Score -284406.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -284556.312500 Penalty: 2489.537109
	Iteration 3F: 3 clusters Score -284556.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -284669.531250 Penalty: 2489.537109
	Iteration 4F: 3 clusters Score -284669.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -284765.468750 Penalty: 2489.537109
	Iteration 5Q: 3 clusters Score -284765.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -284844.375000 Penalty: 2489.537109
	Iteration 6Q: 3 clusters Score -284844.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -284920.187500 Penalty: 2489.537109
	Iteration 7Q: 3 clusters Score -284920.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -284964.281250 Penalty: 2489.537109
	Iteration 8Q: 3 clusters Score -284964.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -285017.906250 Penalty: 2489.537109
	Iteration 9Q: 3 clusters Score -285017.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -285084.437500 Penalty: 2489.537109
	Iteration 10Q: 3 clusters Score -285084.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -285126.593750 Penalty: 2489.537109
	Iteration 11Q: 3 clusters Score -285126.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -285160.750000 Penalty: 2489.537109
	Iteration 12Q: 3 clusters Score -285160.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -285185.031250 Penalty: 2489.537109
	Iteration 13Q: 3 clusters Score -285185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -285216.500000 Penalty: 2489.537109
	Iteration 14Q: 3 clusters Score -285216.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -285239.437500 Penalty: 2489.537109
	Iteration 15Q: 3 clusters Score -285239.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -285257.468750 Penalty: 2489.537109
	Iteration 16Q: 3 clusters Score -285257.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -285296.562500 Penalty: 2489.537109
	Iteration 17Q: 3 clusters Score -285296.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -285317.187500 Penalty: 2489.537109
	Iteration 18Q: 3 clusters Score -285317.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -285329.062500 Penalty: 2489.537109
	Iteration 19Q: 3 clusters Score -285329.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -285339.250000 Penalty: 2489.537109
	Iteration 20F: 3 clusters Score -285339.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -285353.843750 Penalty: 2489.537109
	Iteration 21Q: 3 clusters Score -285353.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -285374.218750 Penalty: 2489.537109
	Iteration 22Q: 3 clusters Score -285374.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -285403.375000 Penalty: 2489.537109
	Iteration 23Q: 3 clusters Score -285403.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -285428.875000 Penalty: 2489.537109
	Iteration 24Q: 3 clusters Score -285428.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -285458.750000 Penalty: 2489.537109
	Iteration 25Q: 3 clusters Score -285458.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -285478.875000 Penalty: 2489.537109
	Iteration 26Q: 3 clusters Score -285478.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -285508.593750 Penalty: 2489.537109
	Iteration 27Q: 3 clusters Score -285508.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -285523.406250 Penalty: 2489.537109
	Iteration 28Q: 3 clusters Score -285523.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -285533.343750 Penalty: 2489.537109
	Iteration 29Q: 3 clusters Score -285533.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -285540.500000 Penalty: 2489.537109
	Iteration 30Q: 3 clusters Score -285540.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -285546.750000 Penalty: 2489.537109
	Iteration 31Q: 3 clusters Score -285546.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -285550.750000 Penalty: 2489.537109
	Iteration 32Q: 3 clusters Score -285550.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -285554.312500 Penalty: 2489.537109
	Iteration 33Q: 3 clusters Score -285554.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -285558.875000 Penalty: 2489.537109
	Iteration 34Q: 3 clusters Score -285558.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -285563.875000 Penalty: 2489.537109
	Iteration 35Q: 3 clusters Score -285563.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -285564.312500 Penalty: 2489.537109
	Iteration 36Q: 3 clusters Score -285564.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -285564.312500 Penalty: 2489.537109
	Iteration 37F: 3 clusters Score -285564.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 18830 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 25957 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 13425 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 15777 members 
Mstep: Class 28 contains 1262 members 
Mstep: Class 29 contains 7756 members 
Mstep: Class 30 contains 13643 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1281 members 
Mstep: Class 35 contains 350 members 
Mstep: Class 36 contains 13785 members 
Mstep: Class 37 contains 1725 members 
Mstep: Class 38 contains 31928 members 
Mstep: Class 39 contains 2555 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3364 members 
Mstep: Class 42 contains 3863 members 
Mstep: Class 43 contains 31485 members 
Mstep: Class 44 contains 14106 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 17814 members 
Mstep: Class 47 contains 29363 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 12605 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 22484 members 
Mstep: Class 52 contains 1569 members 
Mstep: Class 53 contains 2400 members 
Mstep: Class 54 contains 16670 members 
Mstep: Class 55 contains 5292 members 
Mstep: Class 56 contains 2863 members 
Mstep: Class 57 contains 21686 members 
Mstep: Class 58 contains 6497 members 
Mstep: Class 59 contains 7300 members 
Mstep: Class 60 contains 1420 members 
Mstep: Class 61 contains 1955 members 
Mstep: Class 62 contains 12066 members 
Mstep: Class 63 contains 13655 members 
Mstep: Class 64 contains 5384 members 
Mstep: Class 65 contains 1149 members 
Mstep: Class 66 contains 1772 members 
Entering Unmasked Estep 
Score: -85903232.000000 Penalty: 142716.796875
Splitting cluster 35 changes total score from -85899152.000000 to -85903232.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 36 (13785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Entering Unmasked Estep 
Score: -2079678.000000 Penalty: 1548.842285
	Iteration 0F: 2 clusters Score -2079678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2070243.250000 Penalty: 3097.684570
	Iteration 0F: 3 clusters Score -2070243 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2073469.000000 Penalty: 3097.684570
	Iteration 1F: 3 clusters Score -2073469 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2073715.250000 Penalty: 3097.684570
	Iteration 2Q: 3 clusters Score -2073715 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2073940.500000 Penalty: 3097.684570
	Iteration 3Q: 3 clusters Score -2073940 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2074174.375000 Penalty: 3097.684570
	Iteration 4Q: 3 clusters Score -2074174 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2074439.875000 Penalty: 3097.684570
	Iteration 5Q: 3 clusters Score -2074440 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2074740.250000 Penalty: 3097.684570
	Iteration 6Q: 3 clusters Score -2074740 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2075097.750000 Penalty: 3097.684570
	Iteration 7F: 3 clusters Score -2075098 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2075482.875000 Penalty: 3097.684570
	Iteration 8F: 3 clusters Score -2075483 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2075905.125000 Penalty: 3097.684570
	Iteration 9F: 3 clusters Score -2075905 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2076292.250000 Penalty: 3097.684570
	Iteration 10Q: 3 clusters Score -2076292 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2076663.500000 Penalty: 3097.684570
	Iteration 11Q: 3 clusters Score -2076664 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2077090.125000 Penalty: 3097.684570
	Iteration 12Q: 3 clusters Score -2077090 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2077485.750000 Penalty: 3097.684570
	Iteration 13Q: 3 clusters Score -2077486 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2077765.875000 Penalty: 3097.684570
	Iteration 14Q: 3 clusters Score -2077766 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2077949.625000 Penalty: 3097.684570
	Iteration 15Q: 3 clusters Score -2077950 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2078097.250000 Penalty: 3097.684570
	Iteration 16Q: 3 clusters Score -2078097 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2078178.750000 Penalty: 3097.684570
	Iteration 17Q: 3 clusters Score -2078179 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2078240.625000 Penalty: 3097.684570
	Iteration 18Q: 3 clusters Score -2078241 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2078283.625000 Penalty: 3097.684570
	Iteration 19Q: 3 clusters Score -2078284 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2078317.375000 Penalty: 3097.684570
	Iteration 20F: 3 clusters Score -2078317 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2078359.500000 Penalty: 3097.684570
	Iteration 21Q: 3 clusters Score -2078360 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2078385.875000 Penalty: 3097.684570
	Iteration 22Q: 3 clusters Score -2078386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2078403.125000 Penalty: 3097.684570
	Iteration 23Q: 3 clusters Score -2078403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2078411.875000 Penalty: 3097.684570
	Iteration 24Q: 3 clusters Score -2078412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2078416.625000 Penalty: 3097.684570
	Iteration 25Q: 3 clusters Score -2078417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2078421.875000 Penalty: 3097.684570
	Iteration 26Q: 3 clusters Score -2078422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2078422.875000 Penalty: 3097.684570
	Iteration 27Q: 3 clusters Score -2078423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2078424.250000 Penalty: 3097.684570
	Iteration 28Q: 3 clusters Score -2078424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2078428.750000 Penalty: 3097.684570
	Iteration 29Q: 3 clusters Score -2078429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2078431.250000 Penalty: 3097.684570
	Iteration 30Q: 3 clusters Score -2078431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2078433.125000 Penalty: 3097.684570
	Iteration 31Q: 3 clusters Score -2078433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2078435.250000 Penalty: 3097.684570
	Iteration 32Q: 3 clusters Score -2078435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2078437.125000 Penalty: 3097.684570
	Iteration 33Q: 3 clusters Score -2078437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2078437.000000 Penalty: 3097.684570
	Iteration 34Q: 3 clusters Score -2078437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2078437.250000 Penalty: 3097.684570
	Iteration 35Q: 3 clusters Score -2078437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2078444.750000 Penalty: 3097.684570
	Iteration 36Q: 3 clusters Score -2078445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2078441.750000 Penalty: 3097.684570
	Iteration 37Q: 3 clusters Score -2078442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2078445.625000 Penalty: 3097.684570
	Iteration 38Q: 3 clusters Score -2078446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2078445.875000 Penalty: 3097.684570
	Iteration 39Q: 3 clusters Score -2078446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2078446.625000 Penalty: 3097.684570
	Iteration 40F: 3 clusters Score -2078447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2078446.875000 Penalty: 3097.684570
	Iteration 41Q: 3 clusters Score -2078447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2078445.375000 Penalty: 3097.684570
	Iteration 42Q: 3 clusters Score -2078445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2078448.000000 Penalty: 3097.684570
	Iteration 43Q: 3 clusters Score -2078448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2078450.750000 Penalty: 3097.684570
	Iteration 44Q: 3 clusters Score -2078451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2078453.375000 Penalty: 3097.684570
	Iteration 45Q: 3 clusters Score -2078453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2078452.625000 Penalty: 3097.684570
	Iteration 46Q: 3 clusters Score -2078453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2078455.625000 Penalty: 3097.684570
	Iteration 47Q: 3 clusters Score -2078456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2078458.875000 Penalty: 3097.684570
	Iteration 48Q: 3 clusters Score -2078459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2078459.000000 Penalty: 3097.684570
	Iteration 49Q: 3 clusters Score -2078459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2078459.875000 Penalty: 3097.684570
	Iteration 50Q: 3 clusters Score -2078460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2078462.125000 Penalty: 3097.684570
	Iteration 51Q: 3 clusters Score -2078462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2078462.875000 Penalty: 3097.684570
	Iteration 52Q: 3 clusters Score -2078463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2078462.375000 Penalty: 3097.684570
	Iteration 53Q: 3 clusters Score -2078462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2078463.375000 Penalty: 3097.684570
	Iteration 54Q: 3 clusters Score -2078463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2078465.500000 Penalty: 3097.684570
	Iteration 55Q: 3 clusters Score -2078466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2078461.750000 Penalty: 3097.684570
	Iteration 56Q: 3 clusters Score -2078462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2078464.875000 Penalty: 3097.684570
	Iteration 57Q: 3 clusters Score -2078465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2078470.125000 Penalty: 3097.684570
	Iteration 58Q: 3 clusters Score -2078470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2078472.375000 Penalty: 3097.684570
	Iteration 59Q: 3 clusters Score -2078472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2078472.250000 Penalty: 3097.684570
	Iteration 60F: 3 clusters Score -2078472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2078473.250000 Penalty: 3097.684570
	Iteration 61Q: 3 clusters Score -2078473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2078470.000000 Penalty: 3097.684570
	Iteration 62Q: 3 clusters Score -2078470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2078472.375000 Penalty: 3097.684570
	Iteration 63Q: 3 clusters Score -2078472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2078473.250000 Penalty: 3097.684570
	Iteration 64Q: 3 clusters Score -2078473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2078474.875000 Penalty: 3097.684570
	Iteration 65Q: 3 clusters Score -2078475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2078475.375000 Penalty: 3097.684570
	Iteration 66Q: 3 clusters Score -2078475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2078477.750000 Penalty: 3097.684570
	Iteration 67Q: 3 clusters Score -2078478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2078477.125000 Penalty: 3097.684570
	Iteration 68Q: 3 clusters Score -2078477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2078479.375000 Penalty: 3097.684570
	Iteration 69Q: 3 clusters Score -2078479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2078479.875000 Penalty: 3097.684570
	Iteration 70Q: 3 clusters Score -2078480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2078479.875000 Penalty: 3097.684570
	Iteration 71F: 3 clusters Score -2078480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -217361.828125 Penalty: 1211.109619
	Iteration 0F: 2 clusters Score -217361.8 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 877 members 
Entering Unmasked Estep 
Score: -215441.812500 Penalty: 2422.219238
	Iteration 0F: 3 clusters Score -215441.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -215931.437500 Penalty: 2422.219238
	Iteration 1F: 3 clusters Score -215931.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -216101.359375 Penalty: 2422.219238
	Iteration 2F: 3 clusters Score -216101.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -216259.765625 Penalty: 2422.219238
	Iteration 3F: 3 clusters Score -216259.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -216402.921875 Penalty: 2422.219238
	Iteration 4F: 3 clusters Score -216402.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -216502.343750 Penalty: 2422.219238
	Iteration 5F: 3 clusters Score -216502.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -216579.265625 Penalty: 2422.219238
	Iteration 6Q: 3 clusters Score -216579.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -216652.875000 Penalty: 2422.219238
	Iteration 7Q: 3 clusters Score -216652.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -216718.312500 Penalty: 2422.219238
	Iteration 8Q: 3 clusters Score -216718.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -216783.906250 Penalty: 2422.219238
	Iteration 9Q: 3 clusters Score -216783.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -216857.718750 Penalty: 2422.219238
	Iteration 10Q: 3 clusters Score -216857.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -216924.125000 Penalty: 2422.219238
	Iteration 11Q: 3 clusters Score -216924.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -217004.812500 Penalty: 2422.219238
	Iteration 12Q: 3 clusters Score -217004.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -217094.656250 Penalty: 2422.219238
	Iteration 13Q: 3 clusters Score -217094.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -217183.406250 Penalty: 2422.219238
	Iteration 14Q: 3 clusters Score -217183.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -217262.890625 Penalty: 2422.219238
	Iteration 15Q: 3 clusters Score -217262.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -217328.125000 Penalty: 2422.219238
	Iteration 16Q: 3 clusters Score -217328.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -217385.750000 Penalty: 2422.219238
	Iteration 17Q: 3 clusters Score -217385.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -217444.921875 Penalty: 2422.219238
	Iteration 18Q: 3 clusters Score -217444.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -217511.812500 Penalty: 2422.219238
	Iteration 19Q: 3 clusters Score -217511.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -217644.484375 Penalty: 2422.219238
	Iteration 20F: 3 clusters Score -217644.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -217744.375000 Penalty: 2422.219238
	Iteration 21Q: 3 clusters Score -217744.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -217828.453125 Penalty: 2422.219238
	Iteration 22Q: 3 clusters Score -217828.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -217906.296875 Penalty: 2422.219238
	Iteration 23Q: 3 clusters Score -217906.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -217973.765625 Penalty: 2422.219238
	Iteration 24Q: 3 clusters Score -217973.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -218044.390625 Penalty: 2422.219238
	Iteration 25Q: 3 clusters Score -218044.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -218087.312500 Penalty: 2422.219238
	Iteration 26Q: 3 clusters Score -218087.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -218116.015625 Penalty: 2422.219238
	Iteration 27Q: 3 clusters Score -218116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -218142.062500 Penalty: 2422.219238
	Iteration 28Q: 3 clusters Score -218142.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -218151.781250 Penalty: 2422.219238
	Iteration 29Q: 3 clusters Score -218151.8 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: -218153.734375 Penalty: 2422.219238
	Iteration 30Q: 3 clusters Score -218153.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -218159.421875 Penalty: 2422.219238
	Iteration 31Q: 3 clusters Score -218159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -218162.531250 Penalty: 2422.219238
	Iteration 32Q: 3 clusters Score -218162.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -218164.281250 Penalty: 2422.219238
	Iteration 33Q: 3 clusters Score -218164.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -218165.062500 Penalty: 2422.219238
	Iteration 34Q: 3 clusters Score -218165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -218166.578125 Penalty: 2422.219238
	Iteration 35Q: 3 clusters Score -218166.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -218169.328125 Penalty: 2422.219238
	Iteration 36Q: 3 clusters Score -218169.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -218169.328125 Penalty: 2422.219238
	Iteration 37F: 3 clusters Score -218169.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 18830 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 25957 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 13425 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 15777 members 
Mstep: Class 28 contains 1262 members 
Mstep: Class 29 contains 7756 members 
Mstep: Class 30 contains 13643 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1281 members 
Mstep: Class 35 contains 350 members 
Mstep: Class 36 contains 13785 members 
Mstep: Class 37 contains 549 members 
Mstep: Class 38 contains 31928 members 
Mstep: Class 39 contains 2555 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3364 members 
Mstep: Class 42 contains 3863 members 
Mstep: Class 43 contains 31485 members 
Mstep: Class 44 contains 14106 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 17814 members 
Mstep: Class 47 contains 29363 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 12605 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 22484 members 
Mstep: Class 52 contains 1569 members 
Mstep: Class 53 contains 2400 members 
Mstep: Class 54 contains 16670 members 
Mstep: Class 55 contains 5292 members 
Mstep: Class 56 contains 2863 members 
Mstep: Class 57 contains 21686 members 
Mstep: Class 58 contains 6497 members 
Mstep: Class 59 contains 7300 members 
Mstep: Class 60 contains 1420 members 
Mstep: Class 61 contains 1955 members 
Mstep: Class 62 contains 12066 members 
Mstep: Class 63 contains 13655 members 
Mstep: Class 64 contains 5384 members 
Mstep: Class 65 contains 1149 members 
Mstep: Class 66 contains 1772 members 
Mstep: Class 67 contains 1176 members 
Entering Unmasked Estep 
Score: -85902992.000000 Penalty: 144879.171875
Splitting cluster 37 changes total score from -85899152.000000 to -85902992.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 38 (31928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Entering Unmasked Estep 
Score: -4851933.000000 Penalty: 1685.326294
	Iteration 0F: 2 clusters Score -4851933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -4833737.000000 Penalty: 3370.652588
	Iteration 0F: 3 clusters Score -4833737 nChanged 14678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -4841970.500000 Penalty: 3370.652588
	Iteration 1F: 3 clusters Score -4841970 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4842558.500000 Penalty: 3370.652588
	Iteration 2F: 3 clusters Score -4842558 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -4843232.500000 Penalty: 3370.652588
	Iteration 3F: 3 clusters Score -4843232 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -4844015.000000 Penalty: 3370.652588
	Iteration 4F: 3 clusters Score -4844015 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -4845014.500000 Penalty: 3370.652588
	Iteration 5F: 3 clusters Score -4845014 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -4846164.500000 Penalty: 3370.652588
	Iteration 6F: 3 clusters Score -4846164 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -4847160.500000 Penalty: 3370.652588
	Iteration 7F: 3 clusters Score -4847160 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -4847813.000000 Penalty: 3370.652588
	Iteration 8Q: 3 clusters Score -4847813 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -4848166.500000 Penalty: 3370.652588
	Iteration 9Q: 3 clusters Score -4848166 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -4848312.500000 Penalty: 3370.652588
	Iteration 10Q: 3 clusters Score -4848312 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -4848394.000000 Penalty: 3370.652588
	Iteration 11Q: 3 clusters Score -4848394 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -4848492.000000 Penalty: 3370.652588
	Iteration 12Q: 3 clusters Score -4848492 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -4848629.500000 Penalty: 3370.652588
	Iteration 13Q: 3 clusters Score -4848630 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -4848781.500000 Penalty: 3370.652588
	Iteration 14Q: 3 clusters Score -4848782 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -4848989.500000 Penalty: 3370.652588
	Iteration 15Q: 3 clusters Score -4848990 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -4849283.000000 Penalty: 3370.652588
	Iteration 16Q: 3 clusters Score -4849283 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -4849499.500000 Penalty: 3370.652588
	Iteration 17Q: 3 clusters Score -4849500 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -4849698.000000 Penalty: 3370.652588
	Iteration 18Q: 3 clusters Score -4849698 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -4849825.500000 Penalty: 3370.652588
	Iteration 19Q: 3 clusters Score -4849826 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -4849933.000000 Penalty: 3370.652588
	Iteration 20F: 3 clusters Score -4849933 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -4850055.500000 Penalty: 3370.652588
	Iteration 21Q: 3 clusters Score -4850056 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -4850160.000000 Penalty: 3370.652588
	Iteration 22Q: 3 clusters Score -4850160 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -4850223.000000 Penalty: 3370.652588
	Iteration 23Q: 3 clusters Score -4850223 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -4850288.500000 Penalty: 3370.652588
	Iteration 24Q: 3 clusters Score -4850288 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -4850369.500000 Penalty: 3370.652588
	Iteration 25Q: 3 clusters Score -4850370 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -4850425.500000 Penalty: 3370.652588
	Iteration 26Q: 3 clusters Score -4850426 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -4850446.000000 Penalty: 3370.652588
	Iteration 27Q: 3 clusters Score -4850446 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -4850503.000000 Penalty: 3370.652588
	Iteration 28Q: 3 clusters Score -4850503 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -4850534.500000 Penalty: 3370.652588
	Iteration 29Q: 3 clusters Score -4850534 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -4850612.000000 Penalty: 3370.652588
	Iteration 30Q: 3 clusters Score -4850612 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -4850622.000000 Penalty: 3370.652588
	Iteration 31Q: 3 clusters Score -4850622 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -4850659.500000 Penalty: 3370.652588
	Iteration 32Q: 3 clusters Score -4850660 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -4850720.500000 Penalty: 3370.652588
	Iteration 33Q: 3 clusters Score -4850720 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -4850741.000000 Penalty: 3370.652588
	Iteration 34Q: 3 clusters Score -4850741 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -4850792.000000 Penalty: 3370.652588
	Iteration 35Q: 3 clusters Score -4850792 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -4850819.000000 Penalty: 3370.652588
	Iteration 36Q: 3 clusters Score -4850819 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -4850857.500000 Penalty: 3370.652588
	Iteration 37Q: 3 clusters Score -4850858 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -4850884.000000 Penalty: 3370.652588
	Iteration 38Q: 3 clusters Score -4850884 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -4850902.000000 Penalty: 3370.652588
	Iteration 39Q: 3 clusters Score -4850902 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -4850945.500000 Penalty: 3370.652588
	Iteration 40F: 3 clusters Score -4850946 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -4850970.500000 Penalty: 3370.652588
	Iteration 41Q: 3 clusters Score -4850970 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -4850970.000000 Penalty: 3370.652588
	Iteration 42Q: 3 clusters Score -4850970 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -4850999.500000 Penalty: 3370.652588
	Iteration 43Q: 3 clusters Score -4851000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -4851003.500000 Penalty: 3370.652588
	Iteration 44Q: 3 clusters Score -4851004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -4851021.000000 Penalty: 3370.652588
	Iteration 45Q: 3 clusters Score -4851021 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -4851019.500000 Penalty: 3370.652588
	Iteration 46Q: 3 clusters Score -4851020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -4851022.000000 Penalty: 3370.652588
	Iteration 47Q: 3 clusters Score -4851022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -4851020.500000 Penalty: 3370.652588
	Iteration 48Q: 3 clusters Score -4851020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -4851020.000000 Penalty: 3370.652588
	Iteration 49Q: 3 clusters Score -4851020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -4851026.500000 Penalty: 3370.652588
	Iteration 50Q: 3 clusters Score -4851026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -4851023.500000 Penalty: 3370.652588
	Iteration 51Q: 3 clusters Score -4851024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -4851028.000000 Penalty: 3370.652588
	Iteration 52Q: 3 clusters Score -4851028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -4851032.500000 Penalty: 3370.652588
	Iteration 53Q: 3 clusters Score -4851032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -4851038.000000 Penalty: 3370.652588
	Iteration 54Q: 3 clusters Score -4851038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -4851040.000000 Penalty: 3370.652588
	Iteration 55Q: 3 clusters Score -4851040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -4851041.500000 Penalty: 3370.652588
	Iteration 56Q: 3 clusters Score -4851042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -4851044.500000 Penalty: 3370.652588
	Iteration 57Q: 3 clusters Score -4851044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -4851050.000000 Penalty: 3370.652588
	Iteration 58Q: 3 clusters Score -4851050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -4851046.000000 Penalty: 3370.652588
	Iteration 59Q: 3 clusters Score -4851046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -4851040.000000 Penalty: 3370.652588
	Iteration 60F: 3 clusters Score -4851040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -4851048.000000 Penalty: 3370.652588
	Iteration 61Q: 3 clusters Score -4851048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -4851052.000000 Penalty: 3370.652588
	Iteration 62Q: 3 clusters Score -4851052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -4851044.000000 Penalty: 3370.652588
	Iteration 63Q: 3 clusters Score -4851044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -4851049.000000 Penalty: 3370.652588
	Iteration 64Q: 3 clusters Score -4851049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -4851049.000000 Penalty: 3370.652588
	Iteration 65Q: 3 clusters Score -4851049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -4851053.000000 Penalty: 3370.652588
	Iteration 66Q: 3 clusters Score -4851053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -4851047.500000 Penalty: 3370.652588
	Iteration 67Q: 3 clusters Score -4851048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -4851049.500000 Penalty: 3370.652588
	Iteration 68Q: 3 clusters Score -4851050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -4851053.500000 Penalty: 3370.652588
	Iteration 69Q: 3 clusters Score -4851054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -4851050.000000 Penalty: 3370.652588
	Iteration 70Q: 3 clusters Score -4851050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -4851051.000000 Penalty: 3370.652588
	Iteration 71Q: 3 clusters Score -4851051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -4851051.000000 Penalty: 3370.652588
	Iteration 72F: 3 clusters Score -4851051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -312689.281250 Penalty: 1274.943726
	Iteration 0F: 2 clusters Score -312689.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -310241.125000 Penalty: 2549.887451
	Iteration 0F: 3 clusters Score -310241.1 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -311039.031250 Penalty: 2549.887451
	Iteration 1F: 3 clusters Score -311039 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -311521.781250 Penalty: 2549.887451
	Iteration 2F: 3 clusters Score -311521.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -311995.875000 Penalty: 2549.887451
	Iteration 3F: 3 clusters Score -311995.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -312420.406250 Penalty: 2549.887451
	Iteration 4F: 3 clusters Score -312420.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -312665.531250 Penalty: 2549.887451
	Iteration 5F: 3 clusters Score -312665.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -312774.406250 Penalty: 2549.887451
	Iteration 6Q: 3 clusters Score -312774.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -312833.437500 Penalty: 2549.887451
	Iteration 7Q: 3 clusters Score -312833.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -312870.531250 Penalty: 2549.887451
	Iteration 8Q: 3 clusters Score -312870.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -312897.343750 Penalty: 2549.887451
	Iteration 9Q: 3 clusters Score -312897.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -312924.718750 Penalty: 2549.887451
	Iteration 10Q: 3 clusters Score -312924.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -312936.187500 Penalty: 2549.887451
	Iteration 11Q: 3 clusters Score -312936.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -312945.281250 Penalty: 2549.887451
	Iteration 12Q: 3 clusters Score -312945.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -312949.937500 Penalty: 2549.887451
	Iteration 13Q: 3 clusters Score -312949.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -312953.656250 Penalty: 2549.887451
	Iteration 14Q: 3 clusters Score -312953.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -312957.656250 Penalty: 2549.887451
	Iteration 15Q: 3 clusters Score -312957.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -312959.406250 Penalty: 2549.887451
	Iteration 16Q: 3 clusters Score -312959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -312961.156250 Penalty: 2549.887451
	Iteration 17Q: 3 clusters Score -312961.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -312962.156250 Penalty: 2549.887451
	Iteration 18Q: 3 clusters Score -312962.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -312965.843750 Penalty: 2549.887451
	Iteration 19Q: 3 clusters Score -312965.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -312973.437500 Penalty: 2549.887451
	Iteration 20F: 3 clusters Score -312973.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -312977.250000 Penalty: 2549.887451
	Iteration 21Q: 3 clusters Score -312977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -312978.437500 Penalty: 2549.887451
	Iteration 22Q: 3 clusters Score -312978.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -312978.750000 Penalty: 2549.887451
	Iteration 23Q: 3 clusters Score -312978.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -312978.750000 Penalty: 2549.887451
	Iteration 24F: 3 clusters Score -312978.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 18830 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 25957 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 13425 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 15777 members 
Mstep: Class 28 contains 1262 members 
Mstep: Class 29 contains 7756 members 
Mstep: Class 30 contains 13643 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1281 members 
Mstep: Class 35 contains 350 members 
Mstep: Class 36 contains 13785 members 
Mstep: Class 37 contains 549 members 
Mstep: Class 38 contains 31928 members 
Mstep: Class 39 contains 1601 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3364 members 
Mstep: Class 42 contains 3863 members 
Mstep: Class 43 contains 31485 members 
Mstep: Class 44 contains 14106 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 17814 members 
Mstep: Class 47 contains 29363 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 12605 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 22484 members 
Mstep: Class 52 contains 1569 members 
Mstep: Class 53 contains 2400 members 
Mstep: Class 54 contains 16670 members 
Mstep: Class 55 contains 5292 members 
Mstep: Class 56 contains 2863 members 
Mstep: Class 57 contains 21686 members 
Mstep: Class 58 contains 6497 members 
Mstep: Class 59 contains 7300 members 
Mstep: Class 60 contains 1420 members 
Mstep: Class 61 contains 1955 members 
Mstep: Class 62 contains 12066 members 
Mstep: Class 63 contains 13655 members 
Mstep: Class 64 contains 5384 members 
Mstep: Class 65 contains 1149 members 
Mstep: Class 66 contains 1772 members 
Mstep: Class 67 contains 1176 members 
Mstep: Class 68 contains 954 members 
Entering Unmasked Estep 
Score: -85902432.000000 Penalty: 147041.546875
Splitting cluster 39 changes total score from -85899152.000000 to -85902432.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 40 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -19252.791016 Penalty: 849.183838
	Iteration 0F: 2 clusters Score -19252.79 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 102 members 
Entering Unmasked Estep 
Score: -18647.457031 Penalty: 1698.367676
	Iteration 0F: 3 clusters Score -18647.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18754.398438 Penalty: 1698.367676
	Iteration 1F: 3 clusters Score -18754.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18800.433594 Penalty: 1698.367676
	Iteration 2F: 3 clusters Score -18800.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18812.562500 Penalty: 1698.367676
	Iteration 3Q: 3 clusters Score -18812.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18817.277344 Penalty: 1698.367676
	Iteration 4Q: 3 clusters Score -18817.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18827.427734 Penalty: 1698.367676
	Iteration 5Q: 3 clusters Score -18827.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18834.328125 Penalty: 1698.367676
	Iteration 6Q: 3 clusters Score -18834.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -18839.660156 Penalty: 1698.367676
	Iteration 7Q: 3 clusters Score -18839.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -18842.988281 Penalty: 1698.367676
	Iteration 8Q: 3 clusters Score -18842.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -18848.312500 Penalty: 1698.367676
	Iteration 9Q: 3 clusters Score -18848.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -18850.646484 Penalty: 1698.367676
	Iteration 10Q: 3 clusters Score -18850.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -18853.328125 Penalty: 1698.367676
	Iteration 11Q: 3 clusters Score -18853.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -18856.673828 Penalty: 1698.367676
	Iteration 12Q: 3 clusters Score -18856.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -18862.552734 Penalty: 1698.367676
	Iteration 13Q: 3 clusters Score -18862.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -18867.687500 Penalty: 1698.367676
	Iteration 14Q: 3 clusters Score -18867.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -18867.687500 Penalty: 1698.367676
	Iteration 15F: 3 clusters Score -18867.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Entering Unmasked Estep 
Score: -445857.218750 Penalty: 1319.643921
	Iteration 0F: 2 clusters Score -445857.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -442928.906250 Penalty: 2639.287842
	Iteration 0F: 3 clusters Score -442928.9 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -443696.812500 Penalty: 2639.287842
	Iteration 1F: 3 clusters Score -443696.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -443849.531250 Penalty: 2639.287842
	Iteration 2F: 3 clusters Score -443849.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -443960.812500 Penalty: 2639.287842
	Iteration 3F: 3 clusters Score -443960.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -444066.000000 Penalty: 2639.287842
	Iteration 4Q: 3 clusters Score -444066 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -444163.375000 Penalty: 2639.287842
	Iteration 5Q: 3 clusters Score -444163.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -444258.468750 Penalty: 2639.287842
	Iteration 6Q: 3 clusters Score -444258.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -444397.062500 Penalty: 2639.287842
	Iteration 7Q: 3 clusters Score -444397.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -444573.093750 Penalty: 2639.287842
	Iteration 8Q: 3 clusters Score -444573.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -444751.218750 Penalty: 2639.287842
	Iteration 9F: 3 clusters Score -444751.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -444937.937500 Penalty: 2639.287842
	Iteration 10F: 3 clusters Score -444937.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -445084.687500 Penalty: 2639.287842
	Iteration 11Q: 3 clusters Score -445084.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -445201.468750 Penalty: 2639.287842
	Iteration 12Q: 3 clusters Score -445201.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -445284.906250 Penalty: 2639.287842
	Iteration 13Q: 3 clusters Score -445284.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -445337.375000 Penalty: 2639.287842
	Iteration 14Q: 3 clusters Score -445337.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -445364.062500 Penalty: 2639.287842
	Iteration 15Q: 3 clusters Score -445364.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -445399.031250 Penalty: 2639.287842
	Iteration 16Q: 3 clusters Score -445399 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -445434.000000 Penalty: 2639.287842
	Iteration 17Q: 3 clusters Score -445434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -445467.500000 Penalty: 2639.287842
	Iteration 18Q: 3 clusters Score -445467.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -445487.281250 Penalty: 2639.287842
	Iteration 19Q: 3 clusters Score -445487.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -445497.875000 Penalty: 2639.287842
	Iteration 20F: 3 clusters Score -445497.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -445503.718750 Penalty: 2639.287842
	Iteration 21Q: 3 clusters Score -445503.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -445508.156250 Penalty: 2639.287842
	Iteration 22Q: 3 clusters Score -445508.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -445515.031250 Penalty: 2639.287842
	Iteration 23Q: 3 clusters Score -445515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -445515.875000 Penalty: 2639.287842
	Iteration 24Q: 3 clusters Score -445515.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -445517.375000 Penalty: 2639.287842
	Iteration 25Q: 3 clusters Score -445517.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -445518.593750 Penalty: 2639.287842
	Iteration 26Q: 3 clusters Score -445518.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -445519.375000 Penalty: 2639.287842
	Iteration 27Q: 3 clusters Score -445519.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -445521.593750 Penalty: 2639.287842
	Iteration 28Q: 3 clusters Score -445521.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -445524.937500 Penalty: 2639.287842
	Iteration 29Q: 3 clusters Score -445524.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -445528.250000 Penalty: 2639.287842
	Iteration 30Q: 3 clusters Score -445528.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -445529.875000 Penalty: 2639.287842
	Iteration 31Q: 3 clusters Score -445529.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -445531.125000 Penalty: 2639.287842
	Iteration 32Q: 3 clusters Score -445531.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -445532.656250 Penalty: 2639.287842
	Iteration 33Q: 3 clusters Score -445532.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -445533.062500 Penalty: 2639.287842
	Iteration 34Q: 3 clusters Score -445533.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -445532.562500 Penalty: 2639.287842
	Iteration 35Q: 3 clusters Score -445532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -445533.531250 Penalty: 2639.287842
	Iteration 36Q: 3 clusters Score -445533.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -445533.562500 Penalty: 2639.287842
	Iteration 37Q: 3 clusters Score -445533.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -445533.562500 Penalty: 2639.287842
	Iteration 38F: 3 clusters Score -445533.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Entering Unmasked Estep 
Score: -540915.687500 Penalty: 1342.119873
	Iteration 0F: 2 clusters Score -540915.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -537707.812500 Penalty: 2684.239746
	Iteration 0F: 3 clusters Score -537707.8 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -538573.187500 Penalty: 2684.239746
	Iteration 1F: 3 clusters Score -538573.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -538785.062500 Penalty: 2684.239746
	Iteration 2F: 3 clusters Score -538785.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -538988.875000 Penalty: 2684.239746
	Iteration 3F: 3 clusters Score -538988.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -539209.000000 Penalty: 2684.239746
	Iteration 4F: 3 clusters Score -539209 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -539441.625000 Penalty: 2684.239746
	Iteration 5F: 3 clusters Score -539441.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -539629.125000 Penalty: 2684.239746
	Iteration 6F: 3 clusters Score -539629.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -539775.750000 Penalty: 2684.239746
	Iteration 7Q: 3 clusters Score -539775.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -539888.500000 Penalty: 2684.239746
	Iteration 8Q: 3 clusters Score -539888.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -539971.625000 Penalty: 2684.239746
	Iteration 9Q: 3 clusters Score -539971.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -540032.625000 Penalty: 2684.239746
	Iteration 10Q: 3 clusters Score -540032.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -540072.875000 Penalty: 2684.239746
	Iteration 11Q: 3 clusters Score -540072.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -540090.187500 Penalty: 2684.239746
	Iteration 12Q: 3 clusters Score -540090.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -540099.937500 Penalty: 2684.239746
	Iteration 13Q: 3 clusters Score -540099.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -540106.750000 Penalty: 2684.239746
	Iteration 14Q: 3 clusters Score -540106.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -540110.250000 Penalty: 2684.239746
	Iteration 15Q: 3 clusters Score -540110.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -540114.187500 Penalty: 2684.239746
	Iteration 16Q: 3 clusters Score -540114.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -540116.500000 Penalty: 2684.239746
	Iteration 17Q: 3 clusters Score -540116.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -540116.812500 Penalty: 2684.239746
	Iteration 18Q: 3 clusters Score -540116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -540116.812500 Penalty: 2684.239746
	Iteration 19Q: 3 clusters Score -540116.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -540116.812500 Penalty: 2684.239746
	Iteration 20F: 3 clusters Score -540116.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (31485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Entering Unmasked Estep 
Score: -4787384.500000 Penalty: 1683.055786
	Iteration 0F: 2 clusters Score -4787384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -4772583.000000 Penalty: 3366.111572
	Iteration 0F: 3 clusters Score -4772583 nChanged 14488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -4780882.500000 Penalty: 3366.111572
	Iteration 1F: 3 clusters Score -4780882 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -4781535.000000 Penalty: 3366.111572
	Iteration 2F: 3 clusters Score -4781535 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -4782321.000000 Penalty: 3366.111572
	Iteration 3F: 3 clusters Score -4782321 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -4783126.500000 Penalty: 3366.111572
	Iteration 4F: 3 clusters Score -4783126 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -4783732.000000 Penalty: 3366.111572
	Iteration 5F: 3 clusters Score -4783732 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -4784332.000000 Penalty: 3366.111572
	Iteration 6F: 3 clusters Score -4784332 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -4785005.000000 Penalty: 3366.111572
	Iteration 7Q: 3 clusters Score -4785005 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -4785639.500000 Penalty: 3366.111572
	Iteration 8Q: 3 clusters Score -4785640 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -4786041.000000 Penalty: 3366.111572
	Iteration 9Q: 3 clusters Score -4786041 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -4786215.000000 Penalty: 3366.111572
	Iteration 10Q: 3 clusters Score -4786215 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -4786295.000000 Penalty: 3366.111572
	Iteration 11Q: 3 clusters Score -4786295 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -4786339.500000 Penalty: 3366.111572
	Iteration 12Q: 3 clusters Score -4786340 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -4786333.500000 Penalty: 3366.111572
	Iteration 13Q: 3 clusters Score -4786334 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -4786380.500000 Penalty: 3366.111572
	Iteration 14Q: 3 clusters Score -4786380 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -4786467.000000 Penalty: 3366.111572
	Iteration 15Q: 3 clusters Score -4786467 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -4786524.500000 Penalty: 3366.111572
	Iteration 16Q: 3 clusters Score -4786524 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -4786598.500000 Penalty: 3366.111572
	Iteration 17Q: 3 clusters Score -4786598 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -4786627.500000 Penalty: 3366.111572
	Iteration 18Q: 3 clusters Score -4786628 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -4786686.000000 Penalty: 3366.111572
	Iteration 19Q: 3 clusters Score -4786686 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -4786725.500000 Penalty: 3366.111572
	Iteration 20F: 3 clusters Score -4786726 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -4786768.500000 Penalty: 3366.111572
	Iteration 21Q: 3 clusters Score -4786768 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -4786834.500000 Penalty: 3366.111572
	Iteration 22Q: 3 clusters Score -4786834 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -4786888.000000 Penalty: 3366.111572
	Iteration 23Q: 3 clusters Score -4786888 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -4786937.000000 Penalty: 3366.111572
	Iteration 24Q: 3 clusters Score -4786937 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -4786974.500000 Penalty: 3366.111572
	Iteration 25Q: 3 clusters Score -4786974 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -4786996.500000 Penalty: 3366.111572
	Iteration 26Q: 3 clusters Score -4786996 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -4786992.000000 Penalty: 3366.111572
	Iteration 27Q: 3 clusters Score -4786992 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -4786982.000000 Penalty: 3366.111572
	Iteration 28Q: 3 clusters Score -4786982 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -4786984.000000 Penalty: 3366.111572
	Iteration 29Q: 3 clusters Score -4786984 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -4786998.000000 Penalty: 3366.111572
	Iteration 30Q: 3 clusters Score -4786998 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -4786982.500000 Penalty: 3366.111572
	Iteration 31Q: 3 clusters Score -4786982 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -4786970.500000 Penalty: 3366.111572
	Iteration 32Q: 3 clusters Score -4786970 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -4786933.000000 Penalty: 3366.111572
	Iteration 33Q: 3 clusters Score -4786933 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -4786921.500000 Penalty: 3366.111572
	Iteration 34Q: 3 clusters Score -4786922 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4786897.500000 Penalty: 3366.111572
	Iteration 35Q: 3 clusters Score -4786898 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -4786862.500000 Penalty: 3366.111572
	Iteration 36Q: 3 clusters Score -4786862 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -4786850.000000 Penalty: 3366.111572
	Iteration 37Q: 3 clusters Score -4786850 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -4786847.500000 Penalty: 3366.111572
	Iteration 38Q: 3 clusters Score -4786848 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -4786838.000000 Penalty: 3366.111572
	Iteration 39Q: 3 clusters Score -4786838 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -4786834.000000 Penalty: 3366.111572
	Iteration 40F: 3 clusters Score -4786834 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -4786807.000000 Penalty: 3366.111572
	Iteration 41Q: 3 clusters Score -4786807 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -4786809.500000 Penalty: 3366.111572
	Iteration 42Q: 3 clusters Score -4786810 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -4786784.000000 Penalty: 3366.111572
	Iteration 43Q: 3 clusters Score -4786784 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -4786775.000000 Penalty: 3366.111572
	Iteration 44Q: 3 clusters Score -4786775 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -4786714.000000 Penalty: 3366.111572
	Iteration 45Q: 3 clusters Score -4786714 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -4786642.500000 Penalty: 3366.111572
	Iteration 46Q: 3 clusters Score -4786642 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -4786557.500000 Penalty: 3366.111572
	Iteration 47Q: 3 clusters Score -4786558 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -4786452.000000 Penalty: 3366.111572
	Iteration 48Q: 3 clusters Score -4786452 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -4786395.500000 Penalty: 3366.111572
	Iteration 49Q: 3 clusters Score -4786396 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -4786362.500000 Penalty: 3366.111572
	Iteration 50Q: 3 clusters Score -4786362 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -4786378.500000 Penalty: 3366.111572
	Iteration 51Q: 3 clusters Score -4786378 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -4786364.000000 Penalty: 3366.111572
	Iteration 52Q: 3 clusters Score -4786364 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -4786391.500000 Penalty: 3366.111572
	Iteration 53Q: 3 clusters Score -4786392 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -4786431.000000 Penalty: 3366.111572
	Iteration 54Q: 3 clusters Score -4786431 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -4786487.000000 Penalty: 3366.111572
	Iteration 55Q: 3 clusters Score -4786487 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -4786466.500000 Penalty: 3366.111572
	Iteration 56Q: 3 clusters Score -4786466 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -4786439.500000 Penalty: 3366.111572
	Iteration 57Q: 3 clusters Score -4786440 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -4786415.000000 Penalty: 3366.111572
	Iteration 58Q: 3 clusters Score -4786415 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -4786397.500000 Penalty: 3366.111572
	Iteration 59Q: 3 clusters Score -4786398 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -4786431.000000 Penalty: 3366.111572
	Iteration 60F: 3 clusters Score -4786431 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -4786402.000000 Penalty: 3366.111572
	Iteration 61Q: 3 clusters Score -4786402 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -4786390.000000 Penalty: 3366.111572
	Iteration 62Q: 3 clusters Score -4786390 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -4786380.000000 Penalty: 3366.111572
	Iteration 63Q: 3 clusters Score -4786380 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -4786368.500000 Penalty: 3366.111572
	Iteration 64Q: 3 clusters Score -4786368 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -4786350.000000 Penalty: 3366.111572
	Iteration 65Q: 3 clusters Score -4786350 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -4786348.000000 Penalty: 3366.111572
	Iteration 66Q: 3 clusters Score -4786348 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -4786342.500000 Penalty: 3366.111572
	Iteration 67Q: 3 clusters Score -4786342 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -4786335.000000 Penalty: 3366.111572
	Iteration 68Q: 3 clusters Score -4786335 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -4786348.500000 Penalty: 3366.111572
	Iteration 69Q: 3 clusters Score -4786348 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -4786317.500000 Penalty: 3366.111572
	Iteration 70Q: 3 clusters Score -4786318 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -4786313.500000 Penalty: 3366.111572
	Iteration 71Q: 3 clusters Score -4786314 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -4786315.000000 Penalty: 3366.111572
	Iteration 72Q: 3 clusters Score -4786315 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -4786309.000000 Penalty: 3366.111572
	Iteration 73Q: 3 clusters Score -4786309 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -4786333.500000 Penalty: 3366.111572
	Iteration 74Q: 3 clusters Score -4786334 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -4786380.500000 Penalty: 3366.111572
	Iteration 75Q: 3 clusters Score -4786380 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -4786388.500000 Penalty: 3366.111572
	Iteration 76Q: 3 clusters Score -4786388 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -4786411.000000 Penalty: 3366.111572
	Iteration 77Q: 3 clusters Score -4786411 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -4786442.000000 Penalty: 3366.111572
	Iteration 78Q: 3 clusters Score -4786442 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -4786478.000000 Penalty: 3366.111572
	Iteration 79Q: 3 clusters Score -4786478 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -4786492.000000 Penalty: 3366.111572
	Iteration 80F: 3 clusters Score -4786492 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -4786495.500000 Penalty: 3366.111572
	Iteration 81Q: 3 clusters Score -4786496 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -4786543.500000 Penalty: 3366.111572
	Iteration 82Q: 3 clusters Score -4786544 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -4786578.500000 Penalty: 3366.111572
	Iteration 83Q: 3 clusters Score -4786578 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -4786633.000000 Penalty: 3366.111572
	Iteration 84Q: 3 clusters Score -4786633 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -4786685.000000 Penalty: 3366.111572
	Iteration 85Q: 3 clusters Score -4786685 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -4786702.000000 Penalty: 3366.111572
	Iteration 86Q: 3 clusters Score -4786702 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -4786755.000000 Penalty: 3366.111572
	Iteration 87Q: 3 clusters Score -4786755 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -4786779.500000 Penalty: 3366.111572
	Iteration 88Q: 3 clusters Score -4786780 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -4786827.000000 Penalty: 3366.111572
	Iteration 89Q: 3 clusters Score -4786827 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -4786871.500000 Penalty: 3366.111572
	Iteration 90Q: 3 clusters Score -4786872 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -4786920.500000 Penalty: 3366.111572
	Iteration 91Q: 3 clusters Score -4786920 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -4786958.500000 Penalty: 3366.111572
	Iteration 92Q: 3 clusters Score -4786958 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -4787013.000000 Penalty: 3366.111572
	Iteration 93Q: 3 clusters Score -4787013 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -4787081.000000 Penalty: 3366.111572
	Iteration 94Q: 3 clusters Score -4787081 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -4787127.500000 Penalty: 3366.111572
	Iteration 95Q: 3 clusters Score -4787128 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -4787150.500000 Penalty: 3366.111572
	Iteration 96Q: 3 clusters Score -4787150 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -4787187.000000 Penalty: 3366.111572
	Iteration 97Q: 3 clusters Score -4787187 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -4787209.500000 Penalty: 3366.111572
	Iteration 98Q: 3 clusters Score -4787210 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -4787231.000000 Penalty: 3366.111572
	Iteration 99Q: 3 clusters Score -4787231 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -4787251.000000 Penalty: 3366.111572
	Iteration 100F: 3 clusters Score -4787251 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -4787263.500000 Penalty: 3366.111572
	Iteration 101Q: 3 clusters Score -4787264 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -4787279.000000 Penalty: 3366.111572
	Iteration 102Q: 3 clusters Score -4787279 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -4787298.500000 Penalty: 3366.111572
	Iteration 103Q: 3 clusters Score -4787298 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -4787296.500000 Penalty: 3366.111572
	Iteration 104Q: 3 clusters Score -4787296 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -4787305.500000 Penalty: 3366.111572
	Iteration 105Q: 3 clusters Score -4787306 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -4787347.500000 Penalty: 3366.111572
	Iteration 106Q: 3 clusters Score -4787348 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -4787380.500000 Penalty: 3366.111572
	Iteration 107Q: 3 clusters Score -4787380 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -4787410.000000 Penalty: 3366.111572
	Iteration 108Q: 3 clusters Score -4787410 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -4787445.000000 Penalty: 3366.111572
	Iteration 109Q: 3 clusters Score -4787445 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -4787462.000000 Penalty: 3366.111572
	Iteration 110Q: 3 clusters Score -4787462 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -4787501.500000 Penalty: 3366.111572
	Iteration 111Q: 3 clusters Score -4787502 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -4787521.000000 Penalty: 3366.111572
	Iteration 112Q: 3 clusters Score -4787521 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -4787560.500000 Penalty: 3366.111572
	Iteration 113Q: 3 clusters Score -4787560 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -4787594.000000 Penalty: 3366.111572
	Iteration 114Q: 3 clusters Score -4787594 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -4787606.000000 Penalty: 3366.111572
	Iteration 115Q: 3 clusters Score -4787606 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -4787626.500000 Penalty: 3366.111572
	Iteration 116Q: 3 clusters Score -4787626 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -4787609.500000 Penalty: 3366.111572
	Iteration 117Q: 3 clusters Score -4787610 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -4787626.500000 Penalty: 3366.111572
	Iteration 118Q: 3 clusters Score -4787626 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -4787645.000000 Penalty: 3366.111572
	Iteration 119Q: 3 clusters Score -4787645 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -4787644.500000 Penalty: 3366.111572
	Iteration 120F: 3 clusters Score -4787644 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -4787652.500000 Penalty: 3366.111572
	Iteration 121Q: 3 clusters Score -4787652 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -4787656.500000 Penalty: 3366.111572
	Iteration 122Q: 3 clusters Score -4787656 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -4787646.000000 Penalty: 3366.111572
	Iteration 123Q: 3 clusters Score -4787646 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -4787643.500000 Penalty: 3366.111572
	Iteration 124Q: 3 clusters Score -4787644 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -4787659.000000 Penalty: 3366.111572
	Iteration 125Q: 3 clusters Score -4787659 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -4787636.000000 Penalty: 3366.111572
	Iteration 126Q: 3 clusters Score -4787636 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -4787626.500000 Penalty: 3366.111572
	Iteration 127Q: 3 clusters Score -4787626 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -4787618.000000 Penalty: 3366.111572
	Iteration 128Q: 3 clusters Score -4787618 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -4787611.000000 Penalty: 3366.111572
	Iteration 129Q: 3 clusters Score -4787611 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -4787600.000000 Penalty: 3366.111572
	Iteration 130Q: 3 clusters Score -4787600 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -4787584.000000 Penalty: 3366.111572
	Iteration 131Q: 3 clusters Score -4787584 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -4787579.500000 Penalty: 3366.111572
	Iteration 132Q: 3 clusters Score -4787580 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -4787582.000000 Penalty: 3366.111572
	Iteration 133Q: 3 clusters Score -4787582 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -4787573.500000 Penalty: 3366.111572
	Iteration 134Q: 3 clusters Score -4787574 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -4787574.500000 Penalty: 3366.111572
	Iteration 135Q: 3 clusters Score -4787574 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -4787567.500000 Penalty: 3366.111572
	Iteration 136Q: 3 clusters Score -4787568 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -4787559.000000 Penalty: 3366.111572
	Iteration 137Q: 3 clusters Score -4787559 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -4787547.500000 Penalty: 3366.111572
	Iteration 138Q: 3 clusters Score -4787548 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -4787546.000000 Penalty: 3366.111572
	Iteration 139Q: 3 clusters Score -4787546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -4787533.500000 Penalty: 3366.111572
	Iteration 140F: 3 clusters Score -4787534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -4787544.500000 Penalty: 3366.111572
	Iteration 141Q: 3 clusters Score -4787544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -4787539.000000 Penalty: 3366.111572
	Iteration 142Q: 3 clusters Score -4787539 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -4787533.000000 Penalty: 3366.111572
	Iteration 143Q: 3 clusters Score -4787533 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -4787543.500000 Penalty: 3366.111572
	Iteration 144Q: 3 clusters Score -4787544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -4787554.500000 Penalty: 3366.111572
	Iteration 145Q: 3 clusters Score -4787554 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -4787548.000000 Penalty: 3366.111572
	Iteration 146Q: 3 clusters Score -4787548 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -4787546.500000 Penalty: 3366.111572
	Iteration 147Q: 3 clusters Score -4787546 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -4787553.000000 Penalty: 3366.111572
	Iteration 148Q: 3 clusters Score -4787553 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -4787547.000000 Penalty: 3366.111572
	Iteration 149Q: 3 clusters Score -4787547 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -4787532.500000 Penalty: 3366.111572
	Iteration 150Q: 3 clusters Score -4787532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -4787536.500000 Penalty: 3366.111572
	Iteration 151Q: 3 clusters Score -4787536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -4787534.000000 Penalty: 3366.111572
	Iteration 152Q: 3 clusters Score -4787534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -4787539.500000 Penalty: 3366.111572
	Iteration 153Q: 3 clusters Score -4787540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -4787544.000000 Penalty: 3366.111572
	Iteration 154Q: 3 clusters Score -4787544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -4787538.500000 Penalty: 3366.111572
	Iteration 155Q: 3 clusters Score -4787538 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -4787527.000000 Penalty: 3366.111572
	Iteration 156Q: 3 clusters Score -4787527 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -4787527.000000 Penalty: 3366.111572
	Iteration 157Q: 3 clusters Score -4787527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -4787527.000000 Penalty: 3366.111572
	Iteration 158Q: 3 clusters Score -4787527 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -4787536.500000 Penalty: 3366.111572
	Iteration 159Q: 3 clusters Score -4787536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -4787545.500000 Penalty: 3366.111572
	Iteration 160F: 3 clusters Score -4787546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -4787539.500000 Penalty: 3366.111572
	Iteration 161Q: 3 clusters Score -4787540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -4787550.000000 Penalty: 3366.111572
	Iteration 162Q: 3 clusters Score -4787550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -4787545.000000 Penalty: 3366.111572
	Iteration 163Q: 3 clusters Score -4787545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -4787540.500000 Penalty: 3366.111572
	Iteration 164Q: 3 clusters Score -4787540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -4787546.500000 Penalty: 3366.111572
	Iteration 165Q: 3 clusters Score -4787546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -4787546.000000 Penalty: 3366.111572
	Iteration 166Q: 3 clusters Score -4787546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -4787546.000000 Penalty: 3366.111572
	Iteration 167Q: 3 clusters Score -4787546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -4787545.000000 Penalty: 3366.111572
	Iteration 168Q: 3 clusters Score -4787545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -4787544.500000 Penalty: 3366.111572
	Iteration 169Q: 3 clusters Score -4787544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -4787535.000000 Penalty: 3366.111572
	Iteration 170Q: 3 clusters Score -4787535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -4787533.000000 Penalty: 3366.111572
	Iteration 171Q: 3 clusters Score -4787533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -4787534.000000 Penalty: 3366.111572
	Iteration 172Q: 3 clusters Score -4787534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -4787541.500000 Penalty: 3366.111572
	Iteration 173Q: 3 clusters Score -4787542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -4787540.000000 Penalty: 3366.111572
	Iteration 174Q: 3 clusters Score -4787540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -4787551.000000 Penalty: 3366.111572
	Iteration 175Q: 3 clusters Score -4787551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -4787555.500000 Penalty: 3366.111572
	Iteration 176Q: 3 clusters Score -4787556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -4787555.500000 Penalty: 3366.111572
	Iteration 177Q: 3 clusters Score -4787556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -4787552.000000 Penalty: 3366.111572
	Iteration 178Q: 3 clusters Score -4787552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -4787550.000000 Penalty: 3366.111572
	Iteration 179Q: 3 clusters Score -4787550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -4787548.500000 Penalty: 3366.111572
	Iteration 180F: 3 clusters Score -4787548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -4787545.000000 Penalty: 3366.111572
	Iteration 181Q: 3 clusters Score -4787545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -4787543.000000 Penalty: 3366.111572
	Iteration 182Q: 3 clusters Score -4787543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -4787543.000000 Penalty: 3366.111572
	Iteration 183Q: 3 clusters Score -4787543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -4787546.500000 Penalty: 3366.111572
	Iteration 184Q: 3 clusters Score -4787546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -4787545.000000 Penalty: 3366.111572
	Iteration 185Q: 3 clusters Score -4787545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -4787546.500000 Penalty: 3366.111572
	Iteration 186Q: 3 clusters Score -4787546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -4787544.500000 Penalty: 3366.111572
	Iteration 187Q: 3 clusters Score -4787544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -4787544.500000 Penalty: 3366.111572
	Iteration 188Q: 3 clusters Score -4787544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -4787547.500000 Penalty: 3366.111572
	Iteration 189Q: 3 clusters Score -4787548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -4787551.500000 Penalty: 3366.111572
	Iteration 190Q: 3 clusters Score -4787552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -4787558.000000 Penalty: 3366.111572
	Iteration 191Q: 3 clusters Score -4787558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -4787551.000000 Penalty: 3366.111572
	Iteration 192Q: 3 clusters Score -4787551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -4787553.500000 Penalty: 3366.111572
	Iteration 193Q: 3 clusters Score -4787554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -4787557.500000 Penalty: 3366.111572
	Iteration 194Q: 3 clusters Score -4787558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -4787557.500000 Penalty: 3366.111572
	Iteration 195Q: 3 clusters Score -4787558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -4787552.500000 Penalty: 3366.111572
	Iteration 196Q: 3 clusters Score -4787552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -4787559.000000 Penalty: 3366.111572
	Iteration 197Q: 3 clusters Score -4787559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -4787563.000000 Penalty: 3366.111572
	Iteration 198Q: 3 clusters Score -4787563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -4787557.500000 Penalty: 3366.111572
	Iteration 199Q: 3 clusters Score -4787558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -4787556.500000 Penalty: 3366.111572
	Iteration 200F: 3 clusters Score -4787556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -4787559.500000 Penalty: 3366.111572
	Iteration 201Q: 3 clusters Score -4787560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -4787563.500000 Penalty: 3366.111572
	Iteration 202Q: 3 clusters Score -4787564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -4787564.000000 Penalty: 3366.111572
	Iteration 203Q: 3 clusters Score -4787564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -4787560.500000 Penalty: 3366.111572
	Iteration 204Q: 3 clusters Score -4787560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -4787554.000000 Penalty: 3366.111572
	Iteration 205Q: 3 clusters Score -4787554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -4787552.000000 Penalty: 3366.111572
	Iteration 206Q: 3 clusters Score -4787552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -4787565.500000 Penalty: 3366.111572
	Iteration 207Q: 3 clusters Score -4787566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -4787563.500000 Penalty: 3366.111572
	Iteration 208Q: 3 clusters Score -4787564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -4787554.000000 Penalty: 3366.111572
	Iteration 209Q: 3 clusters Score -4787554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -4787532.000000 Penalty: 3366.111572
	Iteration 210Q: 3 clusters Score -4787532 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -4787550.000000 Penalty: 3366.111572
	Iteration 211Q: 3 clusters Score -4787550 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -4787556.000000 Penalty: 3366.111572
	Iteration 212Q: 3 clusters Score -4787556 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -4787557.500000 Penalty: 3366.111572
	Iteration 213Q: 3 clusters Score -4787558 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -4787567.500000 Penalty: 3366.111572
	Iteration 214Q: 3 clusters Score -4787568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -4787571.500000 Penalty: 3366.111572
	Iteration 215Q: 3 clusters Score -4787572 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -4787569.000000 Penalty: 3366.111572
	Iteration 216Q: 3 clusters Score -4787569 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -4787559.000000 Penalty: 3366.111572
	Iteration 217Q: 3 clusters Score -4787559 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -4787564.500000 Penalty: 3366.111572
	Iteration 218Q: 3 clusters Score -4787564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -4787558.000000 Penalty: 3366.111572
	Iteration 219Q: 3 clusters Score -4787558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -4787560.000000 Penalty: 3366.111572
	Iteration 220F: 3 clusters Score -4787560 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -4787569.000000 Penalty: 3366.111572
	Iteration 221Q: 3 clusters Score -4787569 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -4787569.500000 Penalty: 3366.111572
	Iteration 222Q: 3 clusters Score -4787570 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -4787580.500000 Penalty: 3366.111572
	Iteration 223Q: 3 clusters Score -4787580 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -4787588.000000 Penalty: 3366.111572
	Iteration 224Q: 3 clusters Score -4787588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -4787592.000000 Penalty: 3366.111572
	Iteration 225Q: 3 clusters Score -4787592 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -4787592.000000 Penalty: 3366.111572
	Iteration 226Q: 3 clusters Score -4787592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -4787591.000000 Penalty: 3366.111572
	Iteration 227Q: 3 clusters Score -4787591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -4787598.500000 Penalty: 3366.111572
	Iteration 228Q: 3 clusters Score -4787598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -4787589.000000 Penalty: 3366.111572
	Iteration 229Q: 3 clusters Score -4787589 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -4787592.500000 Penalty: 3366.111572
	Iteration 230Q: 3 clusters Score -4787592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -4787593.000000 Penalty: 3366.111572
	Iteration 231Q: 3 clusters Score -4787593 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -4787591.500000 Penalty: 3366.111572
	Iteration 232Q: 3 clusters Score -4787592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -4787594.000000 Penalty: 3366.111572
	Iteration 233Q: 3 clusters Score -4787594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -4787595.500000 Penalty: 3366.111572
	Iteration 234Q: 3 clusters Score -4787596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -4787597.000000 Penalty: 3366.111572
	Iteration 235Q: 3 clusters Score -4787597 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -4787595.500000 Penalty: 3366.111572
	Iteration 236Q: 3 clusters Score -4787596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -4787599.000000 Penalty: 3366.111572
	Iteration 237Q: 3 clusters Score -4787599 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -4787598.500000 Penalty: 3366.111572
	Iteration 238Q: 3 clusters Score -4787598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -4787597.000000 Penalty: 3366.111572
	Iteration 239Q: 3 clusters Score -4787597 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -4787604.000000 Penalty: 3366.111572
	Iteration 240F: 3 clusters Score -4787604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -4787605.000000 Penalty: 3366.111572
	Iteration 241Q: 3 clusters Score -4787605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -4787606.000000 Penalty: 3366.111572
	Iteration 242Q: 3 clusters Score -4787606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -4787610.500000 Penalty: 3366.111572
	Iteration 243Q: 3 clusters Score -4787610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -4787617.500000 Penalty: 3366.111572
	Iteration 244Q: 3 clusters Score -4787618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -4787620.000000 Penalty: 3366.111572
	Iteration 245Q: 3 clusters Score -4787620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -4787617.000000 Penalty: 3366.111572
	Iteration 246Q: 3 clusters Score -4787617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -4787620.500000 Penalty: 3366.111572
	Iteration 247Q: 3 clusters Score -4787620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -4787624.500000 Penalty: 3366.111572
	Iteration 248Q: 3 clusters Score -4787624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -4787619.500000 Penalty: 3366.111572
	Iteration 249Q: 3 clusters Score -4787620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -4787624.000000 Penalty: 3366.111572
	Iteration 250Q: 3 clusters Score -4787624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -4787622.000000 Penalty: 3366.111572
	Iteration 251Q: 3 clusters Score -4787622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -4787626.000000 Penalty: 3366.111572
	Iteration 252Q: 3 clusters Score -4787626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -4787626.000000 Penalty: 3366.111572
	Iteration 253F: 3 clusters Score -4787626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 18830 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 25957 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 13425 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 15777 members 
Mstep: Class 28 contains 1262 members 
Mstep: Class 29 contains 7756 members 
Mstep: Class 30 contains 13643 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1281 members 
Mstep: Class 35 contains 350 members 
Mstep: Class 36 contains 13785 members 
Mstep: Class 37 contains 549 members 
Mstep: Class 38 contains 31928 members 
Mstep: Class 39 contains 1601 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3364 members 
Mstep: Class 42 contains 3863 members 
Mstep: Class 43 contains 15071 members 
Mstep: Class 44 contains 14106 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 17814 members 
Mstep: Class 47 contains 29363 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 12605 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 22484 members 
Mstep: Class 52 contains 1569 members 
Mstep: Class 53 contains 2400 members 
Mstep: Class 54 contains 16670 members 
Mstep: Class 55 contains 5292 members 
Mstep: Class 56 contains 2863 members 
Mstep: Class 57 contains 21686 members 
Mstep: Class 58 contains 6497 members 
Mstep: Class 59 contains 7300 members 
Mstep: Class 60 contains 1420 members 
Mstep: Class 61 contains 1955 members 
Mstep: Class 62 contains 12066 members 
Mstep: Class 63 contains 13655 members 
Mstep: Class 64 contains 5384 members 
Mstep: Class 65 contains 1149 members 
Mstep: Class 66 contains 1772 members 
Mstep: Class 67 contains 1176 members 
Mstep: Class 68 contains 954 members 
Mstep: Class 69 contains 16414 members 
Entering Unmasked Estep 
Score: -85901800.000000 Penalty: 149203.921875
Splitting cluster 43 changes total score from -85899152.000000 to -85901800.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 44 (14106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Entering Unmasked Estep 
Score: -2087622.250000 Penalty: 1552.582764
	Iteration 0F: 2 clusters Score -2087622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2077896.000000 Penalty: 3105.165527
	Iteration 0F: 3 clusters Score -2077896 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2081399.750000 Penalty: 3105.165527
	Iteration 1F: 3 clusters Score -2081400 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2081733.500000 Penalty: 3105.165527
	Iteration 2F: 3 clusters Score -2081734 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2082056.375000 Penalty: 3105.165527
	Iteration 3F: 3 clusters Score -2082056 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2082345.375000 Penalty: 3105.165527
	Iteration 4Q: 3 clusters Score -2082345 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2082623.125000 Penalty: 3105.165527
	Iteration 5Q: 3 clusters Score -2082623 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2082896.375000 Penalty: 3105.165527
	Iteration 6Q: 3 clusters Score -2082896 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2083177.375000 Penalty: 3105.165527
	Iteration 7Q: 3 clusters Score -2083177 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2083476.500000 Penalty: 3105.165527
	Iteration 8Q: 3 clusters Score -2083476 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2083789.625000 Penalty: 3105.165527
	Iteration 9Q: 3 clusters Score -2083790 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2084126.250000 Penalty: 3105.165527
	Iteration 10Q: 3 clusters Score -2084126 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2084467.000000 Penalty: 3105.165527
	Iteration 11Q: 3 clusters Score -2084467 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2084799.625000 Penalty: 3105.165527
	Iteration 12Q: 3 clusters Score -2084800 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2085107.875000 Penalty: 3105.165527
	Iteration 13Q: 3 clusters Score -2085108 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2085377.000000 Penalty: 3105.165527
	Iteration 14Q: 3 clusters Score -2085377 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2085589.250000 Penalty: 3105.165527
	Iteration 15Q: 3 clusters Score -2085589 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2085767.125000 Penalty: 3105.165527
	Iteration 16Q: 3 clusters Score -2085767 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2085905.500000 Penalty: 3105.165527
	Iteration 17Q: 3 clusters Score -2085906 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2086014.500000 Penalty: 3105.165527
	Iteration 18Q: 3 clusters Score -2086014 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2086097.625000 Penalty: 3105.165527
	Iteration 19Q: 3 clusters Score -2086098 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2086165.500000 Penalty: 3105.165527
	Iteration 20F: 3 clusters Score -2086166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2086207.250000 Penalty: 3105.165527
	Iteration 21Q: 3 clusters Score -2086207 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2086243.750000 Penalty: 3105.165527
	Iteration 22Q: 3 clusters Score -2086244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2086265.375000 Penalty: 3105.165527
	Iteration 23Q: 3 clusters Score -2086265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2086277.500000 Penalty: 3105.165527
	Iteration 24Q: 3 clusters Score -2086278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2086288.500000 Penalty: 3105.165527
	Iteration 25Q: 3 clusters Score -2086288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2086297.875000 Penalty: 3105.165527
	Iteration 26Q: 3 clusters Score -2086298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2086308.500000 Penalty: 3105.165527
	Iteration 27Q: 3 clusters Score -2086308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2086318.000000 Penalty: 3105.165527
	Iteration 28Q: 3 clusters Score -2086318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2086324.625000 Penalty: 3105.165527
	Iteration 29Q: 3 clusters Score -2086325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2086328.250000 Penalty: 3105.165527
	Iteration 30Q: 3 clusters Score -2086328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2086332.750000 Penalty: 3105.165527
	Iteration 31Q: 3 clusters Score -2086333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2086332.375000 Penalty: 3105.165527
	Iteration 32Q: 3 clusters Score -2086332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2086332.375000 Penalty: 3105.165527
	Iteration 33F: 3 clusters Score -2086332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Entering Unmasked Estep 
Score: -1991885.500000 Penalty: 1541.055176
	Iteration 0F: 2 clusters Score -1991886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1982939.375000 Penalty: 3082.110352
	Iteration 0F: 3 clusters Score -1982939 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1986022.000000 Penalty: 3082.110352
	Iteration 1F: 3 clusters Score -1986022 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1986267.375000 Penalty: 3082.110352
	Iteration 2F: 3 clusters Score -1986267 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1986445.875000 Penalty: 3082.110352
	Iteration 3Q: 3 clusters Score -1986446 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1986587.375000 Penalty: 3082.110352
	Iteration 4Q: 3 clusters Score -1986587 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1986725.750000 Penalty: 3082.110352
	Iteration 5Q: 3 clusters Score -1986726 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1986844.500000 Penalty: 3082.110352
	Iteration 6Q: 3 clusters Score -1986844 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1986957.000000 Penalty: 3082.110352
	Iteration 7Q: 3 clusters Score -1986957 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1987059.250000 Penalty: 3082.110352
	Iteration 8Q: 3 clusters Score -1987059 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1987162.500000 Penalty: 3082.110352
	Iteration 9Q: 3 clusters Score -1987162 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1987278.625000 Penalty: 3082.110352
	Iteration 10Q: 3 clusters Score -1987279 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1987411.250000 Penalty: 3082.110352
	Iteration 11Q: 3 clusters Score -1987411 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1987527.250000 Penalty: 3082.110352
	Iteration 12Q: 3 clusters Score -1987527 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1987640.500000 Penalty: 3082.110352
	Iteration 13Q: 3 clusters Score -1987640 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1987791.625000 Penalty: 3082.110352
	Iteration 14Q: 3 clusters Score -1987792 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1987975.750000 Penalty: 3082.110352
	Iteration 15Q: 3 clusters Score -1987976 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1988201.125000 Penalty: 3082.110352
	Iteration 16Q: 3 clusters Score -1988201 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1988452.375000 Penalty: 3082.110352
	Iteration 17Q: 3 clusters Score -1988452 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1988736.500000 Penalty: 3082.110352
	Iteration 18Q: 3 clusters Score -1988736 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1989006.375000 Penalty: 3082.110352
	Iteration 19Q: 3 clusters Score -1989006 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1989233.375000 Penalty: 3082.110352
	Iteration 20F: 3 clusters Score -1989233 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1989425.625000 Penalty: 3082.110352
	Iteration 21Q: 3 clusters Score -1989426 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1989563.500000 Penalty: 3082.110352
	Iteration 22Q: 3 clusters Score -1989564 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1989655.500000 Penalty: 3082.110352
	Iteration 23Q: 3 clusters Score -1989656 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1989727.375000 Penalty: 3082.110352
	Iteration 24Q: 3 clusters Score -1989727 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1989807.500000 Penalty: 3082.110352
	Iteration 25Q: 3 clusters Score -1989808 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1989876.500000 Penalty: 3082.110352
	Iteration 26Q: 3 clusters Score -1989876 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1989924.750000 Penalty: 3082.110352
	Iteration 27Q: 3 clusters Score -1989925 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1989974.750000 Penalty: 3082.110352
	Iteration 28Q: 3 clusters Score -1989975 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1990036.500000 Penalty: 3082.110352
	Iteration 29Q: 3 clusters Score -1990036 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1990078.375000 Penalty: 3082.110352
	Iteration 30Q: 3 clusters Score -1990078 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1990115.375000 Penalty: 3082.110352
	Iteration 31Q: 3 clusters Score -1990115 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1990153.250000 Penalty: 3082.110352
	Iteration 32Q: 3 clusters Score -1990153 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1990198.750000 Penalty: 3082.110352
	Iteration 33Q: 3 clusters Score -1990199 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1990237.750000 Penalty: 3082.110352
	Iteration 34Q: 3 clusters Score -1990238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1990276.875000 Penalty: 3082.110352
	Iteration 35Q: 3 clusters Score -1990277 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1990317.500000 Penalty: 3082.110352
	Iteration 36Q: 3 clusters Score -1990318 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1990347.250000 Penalty: 3082.110352
	Iteration 37Q: 3 clusters Score -1990347 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1990373.625000 Penalty: 3082.110352
	Iteration 38Q: 3 clusters Score -1990374 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1990401.000000 Penalty: 3082.110352
	Iteration 39Q: 3 clusters Score -1990401 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1990417.250000 Penalty: 3082.110352
	Iteration 40F: 3 clusters Score -1990417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1990429.875000 Penalty: 3082.110352
	Iteration 41Q: 3 clusters Score -1990430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1990447.375000 Penalty: 3082.110352
	Iteration 42Q: 3 clusters Score -1990447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1990458.625000 Penalty: 3082.110352
	Iteration 43Q: 3 clusters Score -1990459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1990474.875000 Penalty: 3082.110352
	Iteration 44Q: 3 clusters Score -1990475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1990494.875000 Penalty: 3082.110352
	Iteration 45Q: 3 clusters Score -1990495 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1990520.250000 Penalty: 3082.110352
	Iteration 46Q: 3 clusters Score -1990520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1990530.750000 Penalty: 3082.110352
	Iteration 47Q: 3 clusters Score -1990531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1990539.875000 Penalty: 3082.110352
	Iteration 48Q: 3 clusters Score -1990540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1990543.500000 Penalty: 3082.110352
	Iteration 49Q: 3 clusters Score -1990544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1990546.875000 Penalty: 3082.110352
	Iteration 50Q: 3 clusters Score -1990547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1990548.875000 Penalty: 3082.110352
	Iteration 51Q: 3 clusters Score -1990549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1990551.875000 Penalty: 3082.110352
	Iteration 52Q: 3 clusters Score -1990552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1990553.375000 Penalty: 3082.110352
	Iteration 53Q: 3 clusters Score -1990553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1990557.750000 Penalty: 3082.110352
	Iteration 54Q: 3 clusters Score -1990558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1990565.250000 Penalty: 3082.110352
	Iteration 55Q: 3 clusters Score -1990565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1990566.250000 Penalty: 3082.110352
	Iteration 56Q: 3 clusters Score -1990566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1990567.250000 Penalty: 3082.110352
	Iteration 57Q: 3 clusters Score -1990567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1990567.250000 Penalty: 3082.110352
	Iteration 58F: 3 clusters Score -1990567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (17814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Entering Unmasked Estep 
Score: -2699545.500000 Penalty: 1590.507690
	Iteration 0F: 2 clusters Score -2699546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2688098.000000 Penalty: 3181.015381
	Iteration 0F: 3 clusters Score -2688098 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2692329.250000 Penalty: 3181.015381
	Iteration 1F: 3 clusters Score -2692329 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2692670.250000 Penalty: 3181.015381
	Iteration 2F: 3 clusters Score -2692670 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2692977.000000 Penalty: 3181.015381
	Iteration 3Q: 3 clusters Score -2692977 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2693267.250000 Penalty: 3181.015381
	Iteration 4Q: 3 clusters Score -2693267 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2693613.750000 Penalty: 3181.015381
	Iteration 5Q: 3 clusters Score -2693614 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2693948.250000 Penalty: 3181.015381
	Iteration 6Q: 3 clusters Score -2693948 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2694277.750000 Penalty: 3181.015381
	Iteration 7Q: 3 clusters Score -2694278 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2694639.000000 Penalty: 3181.015381
	Iteration 8Q: 3 clusters Score -2694639 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2694981.000000 Penalty: 3181.015381
	Iteration 9Q: 3 clusters Score -2694981 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2695328.750000 Penalty: 3181.015381
	Iteration 10Q: 3 clusters Score -2695329 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2695639.250000 Penalty: 3181.015381
	Iteration 11Q: 3 clusters Score -2695639 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2695887.000000 Penalty: 3181.015381
	Iteration 12Q: 3 clusters Score -2695887 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2696140.750000 Penalty: 3181.015381
	Iteration 13Q: 3 clusters Score -2696141 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2696366.750000 Penalty: 3181.015381
	Iteration 14Q: 3 clusters Score -2696367 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2696615.500000 Penalty: 3181.015381
	Iteration 15Q: 3 clusters Score -2696616 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2696814.000000 Penalty: 3181.015381
	Iteration 16Q: 3 clusters Score -2696814 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2697031.250000 Penalty: 3181.015381
	Iteration 17Q: 3 clusters Score -2697031 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2697215.750000 Penalty: 3181.015381
	Iteration 18Q: 3 clusters Score -2697216 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2697396.000000 Penalty: 3181.015381
	Iteration 19Q: 3 clusters Score -2697396 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2697561.500000 Penalty: 3181.015381
	Iteration 20F: 3 clusters Score -2697562 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2697696.000000 Penalty: 3181.015381
	Iteration 21Q: 3 clusters Score -2697696 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2697810.000000 Penalty: 3181.015381
	Iteration 22Q: 3 clusters Score -2697810 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2697914.250000 Penalty: 3181.015381
	Iteration 23Q: 3 clusters Score -2697914 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2698025.750000 Penalty: 3181.015381
	Iteration 24Q: 3 clusters Score -2698026 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2698140.000000 Penalty: 3181.015381
	Iteration 25Q: 3 clusters Score -2698140 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2698276.000000 Penalty: 3181.015381
	Iteration 26Q: 3 clusters Score -2698276 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2698453.750000 Penalty: 3181.015381
	Iteration 27Q: 3 clusters Score -2698454 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2698830.500000 Penalty: 3181.015381
	Iteration 28Q: 3 clusters Score -2698830 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2699247.000000 Penalty: 3181.015381
	Iteration 29Q: 3 clusters Score -2699247 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2699459.750000 Penalty: 3181.015381
	Iteration 30Q: 3 clusters Score -2699460 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2699617.250000 Penalty: 3181.015381
	Iteration 31Q: 3 clusters Score -2699617 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2699712.500000 Penalty: 3181.015381
	Iteration 32Q: 3 clusters Score -2699712 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2699782.500000 Penalty: 3181.015381
	Iteration 33Q: 3 clusters Score -2699782 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2699807.000000 Penalty: 3181.015381
	Iteration 34Q: 3 clusters Score -2699807 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2699840.750000 Penalty: 3181.015381
	Iteration 35Q: 3 clusters Score -2699841 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2699855.000000 Penalty: 3181.015381
	Iteration 36Q: 3 clusters Score -2699855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2699863.750000 Penalty: 3181.015381
	Iteration 37Q: 3 clusters Score -2699864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2699881.000000 Penalty: 3181.015381
	Iteration 38Q: 3 clusters Score -2699881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2699886.250000 Penalty: 3181.015381
	Iteration 39Q: 3 clusters Score -2699886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2699992.500000 Penalty: 3181.015381
	Iteration 40F: 3 clusters Score -2699992 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2700064.000000 Penalty: 3181.015381
	Iteration 41Q: 3 clusters Score -2700064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2700091.250000 Penalty: 3181.015381
	Iteration 42Q: 3 clusters Score -2700091 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2700121.250000 Penalty: 3181.015381
	Iteration 43Q: 3 clusters Score -2700121 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2700143.000000 Penalty: 3181.015381
	Iteration 44Q: 3 clusters Score -2700143 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2700163.500000 Penalty: 3181.015381
	Iteration 45Q: 3 clusters Score -2700164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2700173.750000 Penalty: 3181.015381
	Iteration 46Q: 3 clusters Score -2700174 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2700183.000000 Penalty: 3181.015381
	Iteration 47Q: 3 clusters Score -2700183 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2700200.750000 Penalty: 3181.015381
	Iteration 48Q: 3 clusters Score -2700201 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2700225.500000 Penalty: 3181.015381
	Iteration 49Q: 3 clusters Score -2700226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2700250.750000 Penalty: 3181.015381
	Iteration 50Q: 3 clusters Score -2700251 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2700263.750000 Penalty: 3181.015381
	Iteration 51Q: 3 clusters Score -2700264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2700273.000000 Penalty: 3181.015381
	Iteration 52Q: 3 clusters Score -2700273 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2700288.750000 Penalty: 3181.015381
	Iteration 53Q: 3 clusters Score -2700289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2700286.000000 Penalty: 3181.015381
	Iteration 54Q: 3 clusters Score -2700286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2700293.500000 Penalty: 3181.015381
	Iteration 55Q: 3 clusters Score -2700294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2700306.500000 Penalty: 3181.015381
	Iteration 56Q: 3 clusters Score -2700306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2700326.500000 Penalty: 3181.015381
	Iteration 57Q: 3 clusters Score -2700326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2700339.250000 Penalty: 3181.015381
	Iteration 58Q: 3 clusters Score -2700339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2700345.250000 Penalty: 3181.015381
	Iteration 59Q: 3 clusters Score -2700345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2700347.500000 Penalty: 3181.015381
	Iteration 60F: 3 clusters Score -2700348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2700354.250000 Penalty: 3181.015381
	Iteration 61Q: 3 clusters Score -2700354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2700356.500000 Penalty: 3181.015381
	Iteration 62Q: 3 clusters Score -2700356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2700365.250000 Penalty: 3181.015381
	Iteration 63Q: 3 clusters Score -2700365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2700363.750000 Penalty: 3181.015381
	Iteration 64Q: 3 clusters Score -2700364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2700369.000000 Penalty: 3181.015381
	Iteration 65Q: 3 clusters Score -2700369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2700372.750000 Penalty: 3181.015381
	Iteration 66Q: 3 clusters Score -2700373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2700379.750000 Penalty: 3181.015381
	Iteration 67Q: 3 clusters Score -2700380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2700380.500000 Penalty: 3181.015381
	Iteration 68Q: 3 clusters Score -2700380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2700391.250000 Penalty: 3181.015381
	Iteration 69Q: 3 clusters Score -2700391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2700392.250000 Penalty: 3181.015381
	Iteration 70Q: 3 clusters Score -2700392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2700391.250000 Penalty: 3181.015381
	Iteration 71Q: 3 clusters Score -2700391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2700392.750000 Penalty: 3181.015381
	Iteration 72Q: 3 clusters Score -2700393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2700397.500000 Penalty: 3181.015381
	Iteration 73Q: 3 clusters Score -2700398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2700394.750000 Penalty: 3181.015381
	Iteration 74Q: 3 clusters Score -2700395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2700404.000000 Penalty: 3181.015381
	Iteration 75Q: 3 clusters Score -2700404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2700400.500000 Penalty: 3181.015381
	Iteration 76Q: 3 clusters Score -2700400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2700399.250000 Penalty: 3181.015381
	Iteration 77Q: 3 clusters Score -2700399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2700400.500000 Penalty: 3181.015381
	Iteration 78Q: 3 clusters Score -2700400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2700396.250000 Penalty: 3181.015381
	Iteration 79Q: 3 clusters Score -2700396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2700400.250000 Penalty: 3181.015381
	Iteration 80F: 3 clusters Score -2700400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2700397.750000 Penalty: 3181.015381
	Iteration 81Q: 3 clusters Score -2700398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2700395.250000 Penalty: 3181.015381
	Iteration 82Q: 3 clusters Score -2700395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2700402.000000 Penalty: 3181.015381
	Iteration 83Q: 3 clusters Score -2700402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2700402.000000 Penalty: 3181.015381
	Iteration 84Q: 3 clusters Score -2700402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2700403.500000 Penalty: 3181.015381
	Iteration 85Q: 3 clusters Score -2700404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2700401.250000 Penalty: 3181.015381
	Iteration 86Q: 3 clusters Score -2700401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2700400.500000 Penalty: 3181.015381
	Iteration 87Q: 3 clusters Score -2700400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2700400.500000 Penalty: 3181.015381
	Iteration 88F: 3 clusters Score -2700400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 18830 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 25957 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 13425 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 15777 members 
Mstep: Class 28 contains 1262 members 
Mstep: Class 29 contains 7756 members 
Mstep: Class 30 contains 13643 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1281 members 
Mstep: Class 35 contains 350 members 
Mstep: Class 36 contains 13785 members 
Mstep: Class 37 contains 549 members 
Mstep: Class 38 contains 31928 members 
Mstep: Class 39 contains 1601 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3364 members 
Mstep: Class 42 contains 3863 members 
Mstep: Class 43 contains 15071 members 
Mstep: Class 44 contains 14106 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 2929 members 
Mstep: Class 47 contains 29363 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 12605 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 22484 members 
Mstep: Class 52 contains 1569 members 
Mstep: Class 53 contains 2400 members 
Mstep: Class 54 contains 16670 members 
Mstep: Class 55 contains 5292 members 
Mstep: Class 56 contains 2863 members 
Mstep: Class 57 contains 21686 members 
Mstep: Class 58 contains 6497 members 
Mstep: Class 59 contains 7300 members 
Mstep: Class 60 contains 1420 members 
Mstep: Class 61 contains 1955 members 
Mstep: Class 62 contains 12066 members 
Mstep: Class 63 contains 13655 members 
Mstep: Class 64 contains 5384 members 
Mstep: Class 65 contains 1149 members 
Mstep: Class 66 contains 1772 members 
Mstep: Class 67 contains 1176 members 
Mstep: Class 68 contains 954 members 
Mstep: Class 69 contains 16414 members 
Mstep: Class 70 contains 14885 members 
Entering Unmasked Estep 
Score: -85902088.000000 Penalty: 151366.296875
Splitting cluster 46 changes total score from -85899152.000000 to -85902088.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 47 (29363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Entering Unmasked Estep 
Score: -4480666.000000 Penalty: 1671.717285
	Iteration 0F: 2 clusters Score -4480666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -4467828.500000 Penalty: 3343.434570
	Iteration 0F: 3 clusters Score -4467828 nChanged 13479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -4475480.000000 Penalty: 3343.434570
	Iteration 1F: 3 clusters Score -4475480 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -4475925.000000 Penalty: 3343.434570
	Iteration 2F: 3 clusters Score -4475925 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -4476393.000000 Penalty: 3343.434570
	Iteration 3Q: 3 clusters Score -4476393 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -4476812.000000 Penalty: 3343.434570
	Iteration 4Q: 3 clusters Score -4476812 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -4477369.500000 Penalty: 3343.434570
	Iteration 5Q: 3 clusters Score -4477370 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -4477958.000000 Penalty: 3343.434570
	Iteration 6Q: 3 clusters Score -4477958 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -4478520.500000 Penalty: 3343.434570
	Iteration 7Q: 3 clusters Score -4478520 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -4479064.000000 Penalty: 3343.434570
	Iteration 8Q: 3 clusters Score -4479064 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -4479551.500000 Penalty: 3343.434570
	Iteration 9Q: 3 clusters Score -4479552 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -4480048.000000 Penalty: 3343.434570
	Iteration 10Q: 3 clusters Score -4480048 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -4480510.500000 Penalty: 3343.434570
	Iteration 11Q: 3 clusters Score -4480510 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -4480918.500000 Penalty: 3343.434570
	Iteration 12Q: 3 clusters Score -4480918 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -4481223.500000 Penalty: 3343.434570
	Iteration 13Q: 3 clusters Score -4481224 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -4481437.500000 Penalty: 3343.434570
	Iteration 14Q: 3 clusters Score -4481438 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -4481616.000000 Penalty: 3343.434570
	Iteration 15Q: 3 clusters Score -4481616 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -4481769.000000 Penalty: 3343.434570
	Iteration 16Q: 3 clusters Score -4481769 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -4481974.000000 Penalty: 3343.434570
	Iteration 17Q: 3 clusters Score -4481974 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -4482162.500000 Penalty: 3343.434570
	Iteration 18Q: 3 clusters Score -4482162 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -4482433.000000 Penalty: 3343.434570
	Iteration 19Q: 3 clusters Score -4482433 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -4482718.000000 Penalty: 3343.434570
	Iteration 20F: 3 clusters Score -4482718 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -4483021.000000 Penalty: 3343.434570
	Iteration 21Q: 3 clusters Score -4483021 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -4483394.500000 Penalty: 3343.434570
	Iteration 22Q: 3 clusters Score -4483394 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -4483732.000000 Penalty: 3343.434570
	Iteration 23Q: 3 clusters Score -4483732 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -4484139.000000 Penalty: 3343.434570
	Iteration 24Q: 3 clusters Score -4484139 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -4484492.500000 Penalty: 3343.434570
	Iteration 25Q: 3 clusters Score -4484492 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -4484783.000000 Penalty: 3343.434570
	Iteration 26Q: 3 clusters Score -4484783 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -4484929.000000 Penalty: 3343.434570
	Iteration 27Q: 3 clusters Score -4484929 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -4485031.500000 Penalty: 3343.434570
	Iteration 28Q: 3 clusters Score -4485032 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -4485094.000000 Penalty: 3343.434570
	Iteration 29Q: 3 clusters Score -4485094 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -4485135.000000 Penalty: 3343.434570
	Iteration 30Q: 3 clusters Score -4485135 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -4485150.000000 Penalty: 3343.434570
	Iteration 31Q: 3 clusters Score -4485150 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -4485152.500000 Penalty: 3343.434570
	Iteration 32Q: 3 clusters Score -4485152 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -4485161.500000 Penalty: 3343.434570
	Iteration 33Q: 3 clusters Score -4485162 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -4485162.500000 Penalty: 3343.434570
	Iteration 34Q: 3 clusters Score -4485162 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -4485160.000000 Penalty: 3343.434570
	Iteration 35Q: 3 clusters Score -4485160 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -4485156.000000 Penalty: 3343.434570
	Iteration 36Q: 3 clusters Score -4485156 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -4485140.500000 Penalty: 3343.434570
	Iteration 37Q: 3 clusters Score -4485140 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -4485136.500000 Penalty: 3343.434570
	Iteration 38Q: 3 clusters Score -4485136 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -4485135.500000 Penalty: 3343.434570
	Iteration 39Q: 3 clusters Score -4485136 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -4485166.500000 Penalty: 3343.434570
	Iteration 40F: 3 clusters Score -4485166 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -4485178.500000 Penalty: 3343.434570
	Iteration 41Q: 3 clusters Score -4485178 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4485178.000000 Penalty: 3343.434570
	Iteration 42Q: 3 clusters Score -4485178 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -4485174.500000 Penalty: 3343.434570
	Iteration 43Q: 3 clusters Score -4485174 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -4485188.000000 Penalty: 3343.434570
	Iteration 44Q: 3 clusters Score -4485188 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -4485193.000000 Penalty: 3343.434570
	Iteration 45Q: 3 clusters Score -4485193 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -4485165.000000 Penalty: 3343.434570
	Iteration 46Q: 3 clusters Score -4485165 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -4485144.000000 Penalty: 3343.434570
	Iteration 47Q: 3 clusters Score -4485144 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -4485119.500000 Penalty: 3343.434570
	Iteration 48Q: 3 clusters Score -4485120 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -4485098.000000 Penalty: 3343.434570
	Iteration 49Q: 3 clusters Score -4485098 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -4485103.000000 Penalty: 3343.434570
	Iteration 50Q: 3 clusters Score -4485103 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -4485083.000000 Penalty: 3343.434570
	Iteration 51Q: 3 clusters Score -4485083 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -4485070.000000 Penalty: 3343.434570
	Iteration 52Q: 3 clusters Score -4485070 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -4485067.000000 Penalty: 3343.434570
	Iteration 53Q: 3 clusters Score -4485067 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -4485041.500000 Penalty: 3343.434570
	Iteration 54Q: 3 clusters Score -4485042 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -4485010.500000 Penalty: 3343.434570
	Iteration 55Q: 3 clusters Score -4485010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -4484997.500000 Penalty: 3343.434570
	Iteration 56Q: 3 clusters Score -4484998 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -4484964.000000 Penalty: 3343.434570
	Iteration 57Q: 3 clusters Score -4484964 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -4484910.000000 Penalty: 3343.434570
	Iteration 58Q: 3 clusters Score -4484910 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -4484877.500000 Penalty: 3343.434570
	Iteration 59Q: 3 clusters Score -4484878 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -4484845.500000 Penalty: 3343.434570
	Iteration 60F: 3 clusters Score -4484846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -4484805.000000 Penalty: 3343.434570
	Iteration 61Q: 3 clusters Score -4484805 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -4484777.500000 Penalty: 3343.434570
	Iteration 62Q: 3 clusters Score -4484778 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -4484750.000000 Penalty: 3343.434570
	Iteration 63Q: 3 clusters Score -4484750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -4484727.500000 Penalty: 3343.434570
	Iteration 64Q: 3 clusters Score -4484728 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -4484681.500000 Penalty: 3343.434570
	Iteration 65Q: 3 clusters Score -4484682 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -4484655.500000 Penalty: 3343.434570
	Iteration 66Q: 3 clusters Score -4484656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -4484636.500000 Penalty: 3343.434570
	Iteration 67Q: 3 clusters Score -4484636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -4484621.500000 Penalty: 3343.434570
	Iteration 68Q: 3 clusters Score -4484622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -4484601.000000 Penalty: 3343.434570
	Iteration 69Q: 3 clusters Score -4484601 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -4484582.000000 Penalty: 3343.434570
	Iteration 70Q: 3 clusters Score -4484582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -4484565.500000 Penalty: 3343.434570
	Iteration 71Q: 3 clusters Score -4484566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -4484561.000000 Penalty: 3343.434570
	Iteration 72Q: 3 clusters Score -4484561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -4484545.500000 Penalty: 3343.434570
	Iteration 73Q: 3 clusters Score -4484546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -4484526.000000 Penalty: 3343.434570
	Iteration 74Q: 3 clusters Score -4484526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -4484533.500000 Penalty: 3343.434570
	Iteration 75Q: 3 clusters Score -4484534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -4484533.000000 Penalty: 3343.434570
	Iteration 76Q: 3 clusters Score -4484533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -4484523.000000 Penalty: 3343.434570
	Iteration 77Q: 3 clusters Score -4484523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -4484509.500000 Penalty: 3343.434570
	Iteration 78Q: 3 clusters Score -4484510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -4484492.000000 Penalty: 3343.434570
	Iteration 79Q: 3 clusters Score -4484492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -4484482.000000 Penalty: 3343.434570
	Iteration 80F: 3 clusters Score -4484482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -4484475.500000 Penalty: 3343.434570
	Iteration 81Q: 3 clusters Score -4484476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -4484462.000000 Penalty: 3343.434570
	Iteration 82Q: 3 clusters Score -4484462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -4484451.500000 Penalty: 3343.434570
	Iteration 83Q: 3 clusters Score -4484452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -4484451.500000 Penalty: 3343.434570
	Iteration 84Q: 3 clusters Score -4484452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -4484457.500000 Penalty: 3343.434570
	Iteration 85Q: 3 clusters Score -4484458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -4484456.500000 Penalty: 3343.434570
	Iteration 86Q: 3 clusters Score -4484456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -4484455.000000 Penalty: 3343.434570
	Iteration 87Q: 3 clusters Score -4484455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -4484455.000000 Penalty: 3343.434570
	Iteration 88F: 3 clusters Score -4484455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 18830 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 25957 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 13425 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 15777 members 
Mstep: Class 28 contains 1262 members 
Mstep: Class 29 contains 7756 members 
Mstep: Class 30 contains 13643 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1281 members 
Mstep: Class 35 contains 350 members 
Mstep: Class 36 contains 13785 members 
Mstep: Class 37 contains 549 members 
Mstep: Class 38 contains 31928 members 
Mstep: Class 39 contains 1601 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3364 members 
Mstep: Class 42 contains 3863 members 
Mstep: Class 43 contains 15071 members 
Mstep: Class 44 contains 14106 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 2929 members 
Mstep: Class 47 contains 9545 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 12605 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 22484 members 
Mstep: Class 52 contains 1569 members 
Mstep: Class 53 contains 2400 members 
Mstep: Class 54 contains 16670 members 
Mstep: Class 55 contains 5292 members 
Mstep: Class 56 contains 2863 members 
Mstep: Class 57 contains 21686 members 
Mstep: Class 58 contains 6497 members 
Mstep: Class 59 contains 7300 members 
Mstep: Class 60 contains 1420 members 
Mstep: Class 61 contains 1955 members 
Mstep: Class 62 contains 12066 members 
Mstep: Class 63 contains 13655 members 
Mstep: Class 64 contains 5384 members 
Mstep: Class 65 contains 1149 members 
Mstep: Class 66 contains 1772 members 
Mstep: Class 67 contains 1176 members 
Mstep: Class 68 contains 954 members 
Mstep: Class 69 contains 16414 members 
Mstep: Class 70 contains 14885 members 
Mstep: Class 71 contains 19818 members 
Entering Unmasked Estep 
Score: -85905032.000000 Penalty: 153528.671875
Splitting cluster 47 changes total score from -85899152.000000 to -85905032.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 48 (2671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Entering Unmasked Estep 
Score: -359624.625000 Penalty: 1282.158813
	Iteration 0F: 2 clusters Score -359624.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -357230.375000 Penalty: 2564.317627
	Iteration 0F: 3 clusters Score -357230.4 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -357834.781250 Penalty: 2564.317627
	Iteration 1F: 3 clusters Score -357834.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -357982.093750 Penalty: 2564.317627
	Iteration 2F: 3 clusters Score -357982.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -358099.875000 Penalty: 2564.317627
	Iteration 3F: 3 clusters Score -358099.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -358193.437500 Penalty: 2564.317627
	Iteration 4Q: 3 clusters Score -358193.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -358301.812500 Penalty: 2564.317627
	Iteration 5Q: 3 clusters Score -358301.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -358438.750000 Penalty: 2564.317627
	Iteration 6Q: 3 clusters Score -358438.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -358615.625000 Penalty: 2564.317627
	Iteration 7F: 3 clusters Score -358615.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -358815.093750 Penalty: 2564.317627
	Iteration 8F: 3 clusters Score -358815.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -359003.937500 Penalty: 2564.317627
	Iteration 9F: 3 clusters Score -359003.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -359147.187500 Penalty: 2564.317627
	Iteration 10Q: 3 clusters Score -359147.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -359216.343750 Penalty: 2564.317627
	Iteration 11Q: 3 clusters Score -359216.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -359260.125000 Penalty: 2564.317627
	Iteration 12Q: 3 clusters Score -359260.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -359279.156250 Penalty: 2564.317627
	Iteration 13Q: 3 clusters Score -359279.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -359293.937500 Penalty: 2564.317627
	Iteration 14Q: 3 clusters Score -359293.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -359298.000000 Penalty: 2564.317627
	Iteration 15Q: 3 clusters Score -359298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -359299.687500 Penalty: 2564.317627
	Iteration 16Q: 3 clusters Score -359299.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -359302.843750 Penalty: 2564.317627
	Iteration 17Q: 3 clusters Score -359302.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -359304.562500 Penalty: 2564.317627
	Iteration 18Q: 3 clusters Score -359304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -359304.531250 Penalty: 2564.317627
	Iteration 19Q: 3 clusters Score -359304.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -359305.375000 Penalty: 2564.317627
	Iteration 20F: 3 clusters Score -359305.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (12605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Entering Unmasked Estep 
Score: -1834298.500000 Penalty: 1534.300415
	Iteration 0F: 2 clusters Score -1834298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1825502.625000 Penalty: 3068.600830
	Iteration 0F: 3 clusters Score -1825503 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1828415.500000 Penalty: 3068.600830
	Iteration 1F: 3 clusters Score -1828416 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1828767.625000 Penalty: 3068.600830
	Iteration 2F: 3 clusters Score -1828768 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1829096.250000 Penalty: 3068.600830
	Iteration 3F: 3 clusters Score -1829096 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1829384.375000 Penalty: 3068.600830
	Iteration 4F: 3 clusters Score -1829384 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1829693.375000 Penalty: 3068.600830
	Iteration 5Q: 3 clusters Score -1829693 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1830039.500000 Penalty: 3068.600830
	Iteration 6F: 3 clusters Score -1830040 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1830410.000000 Penalty: 3068.600830
	Iteration 7Q: 3 clusters Score -1830410 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1830793.625000 Penalty: 3068.600830
	Iteration 8Q: 3 clusters Score -1830794 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1831176.250000 Penalty: 3068.600830
	Iteration 9Q: 3 clusters Score -1831176 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1831527.750000 Penalty: 3068.600830
	Iteration 10Q: 3 clusters Score -1831528 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1831839.625000 Penalty: 3068.600830
	Iteration 11Q: 3 clusters Score -1831840 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1832128.250000 Penalty: 3068.600830
	Iteration 12Q: 3 clusters Score -1832128 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1832377.000000 Penalty: 3068.600830
	Iteration 13Q: 3 clusters Score -1832377 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1832549.500000 Penalty: 3068.600830
	Iteration 14Q: 3 clusters Score -1832550 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1832688.250000 Penalty: 3068.600830
	Iteration 15Q: 3 clusters Score -1832688 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1832773.875000 Penalty: 3068.600830
	Iteration 16Q: 3 clusters Score -1832774 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1832849.875000 Penalty: 3068.600830
	Iteration 17Q: 3 clusters Score -1832850 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1832906.375000 Penalty: 3068.600830
	Iteration 18Q: 3 clusters Score -1832906 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1832940.000000 Penalty: 3068.600830
	Iteration 19Q: 3 clusters Score -1832940 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1832960.125000 Penalty: 3068.600830
	Iteration 20F: 3 clusters Score -1832960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1832972.875000 Penalty: 3068.600830
	Iteration 21Q: 3 clusters Score -1832973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1832986.875000 Penalty: 3068.600830
	Iteration 22Q: 3 clusters Score -1832987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1832998.625000 Penalty: 3068.600830
	Iteration 23Q: 3 clusters Score -1832999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1833008.250000 Penalty: 3068.600830
	Iteration 24Q: 3 clusters Score -1833008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1833018.750000 Penalty: 3068.600830
	Iteration 25Q: 3 clusters Score -1833019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1833031.750000 Penalty: 3068.600830
	Iteration 26Q: 3 clusters Score -1833032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1833038.750000 Penalty: 3068.600830
	Iteration 27Q: 3 clusters Score -1833039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1833046.000000 Penalty: 3068.600830
	Iteration 28Q: 3 clusters Score -1833046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1833051.500000 Penalty: 3068.600830
	Iteration 29Q: 3 clusters Score -1833052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1833055.375000 Penalty: 3068.600830
	Iteration 30Q: 3 clusters Score -1833055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1833055.875000 Penalty: 3068.600830
	Iteration 31Q: 3 clusters Score -1833056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1833055.125000 Penalty: 3068.600830
	Iteration 32Q: 3 clusters Score -1833055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1833055.375000 Penalty: 3068.600830
	Iteration 33Q: 3 clusters Score -1833055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1833057.125000 Penalty: 3068.600830
	Iteration 34Q: 3 clusters Score -1833057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1833058.625000 Penalty: 3068.600830
	Iteration 35Q: 3 clusters Score -1833059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1833057.750000 Penalty: 3068.600830
	Iteration 36Q: 3 clusters Score -1833058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1833062.625000 Penalty: 3068.600830
	Iteration 37Q: 3 clusters Score -1833063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1833063.750000 Penalty: 3068.600830
	Iteration 38Q: 3 clusters Score -1833064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1833064.875000 Penalty: 3068.600830
	Iteration 39Q: 3 clusters Score -1833065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1833065.250000 Penalty: 3068.600830
	Iteration 40F: 3 clusters Score -1833065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1833068.000000 Penalty: 3068.600830
	Iteration 41Q: 3 clusters Score -1833068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1833074.000000 Penalty: 3068.600830
	Iteration 42Q: 3 clusters Score -1833074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1833076.125000 Penalty: 3068.600830
	Iteration 43Q: 3 clusters Score -1833076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1833076.375000 Penalty: 3068.600830
	Iteration 44Q: 3 clusters Score -1833076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1833080.750000 Penalty: 3068.600830
	Iteration 45Q: 3 clusters Score -1833081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1833080.750000 Penalty: 3068.600830
	Iteration 46F: 3 clusters Score -1833081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -88828.835938 Penalty: 1079.615845
	Iteration 0F: 2 clusters Score -88828.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -87578.968750 Penalty: 2159.231689
	Iteration 0F: 3 clusters Score -87578.97 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -87859.773438 Penalty: 2159.231689
	Iteration 1F: 3 clusters Score -87859.77 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -88015.523438 Penalty: 2159.231689
	Iteration 2F: 3 clusters Score -88015.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -88129.523438 Penalty: 2159.231689
	Iteration 3F: 3 clusters Score -88129.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -88237.445312 Penalty: 2159.231689
	Iteration 4Q: 3 clusters Score -88237.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -88337.492188 Penalty: 2159.231689
	Iteration 5Q: 3 clusters Score -88337.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -88434.546875 Penalty: 2159.231689
	Iteration 6Q: 3 clusters Score -88434.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -88525.429688 Penalty: 2159.231689
	Iteration 7Q: 3 clusters Score -88525.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -88575.968750 Penalty: 2159.231689
	Iteration 8Q: 3 clusters Score -88575.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88635.742188 Penalty: 2159.231689
	Iteration 9Q: 3 clusters Score -88635.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -88690.296875 Penalty: 2159.231689
	Iteration 10Q: 3 clusters Score -88690.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88718.296875 Penalty: 2159.231689
	Iteration 11Q: 3 clusters Score -88718.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -88726.710938 Penalty: 2159.231689
	Iteration 12Q: 3 clusters Score -88726.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -88729.546875 Penalty: 2159.231689
	Iteration 13Q: 3 clusters Score -88729.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -88737.164062 Penalty: 2159.231689
	Iteration 14Q: 3 clusters Score -88737.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -88749.382812 Penalty: 2159.231689
	Iteration 15Q: 3 clusters Score -88749.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88758.039062 Penalty: 2159.231689
	Iteration 16Q: 3 clusters Score -88758.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -88764.156250 Penalty: 2159.231689
	Iteration 17Q: 3 clusters Score -88764.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -88768.539062 Penalty: 2159.231689
	Iteration 18Q: 3 clusters Score -88768.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88771.375000 Penalty: 2159.231689
	Iteration 19Q: 3 clusters Score -88771.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88771.375000 Penalty: 2159.231689
	Iteration 20F: 3 clusters Score -88771.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (22484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Entering Unmasked Estep 
Score: -3417644.500000 Penalty: 1628.340942
	Iteration 0F: 2 clusters Score -3417644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -3405087.000000 Penalty: 3256.681885
	Iteration 0F: 3 clusters Score -3405087 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3410653.500000 Penalty: 3256.681885
	Iteration 1F: 3 clusters Score -3410654 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -3411035.250000 Penalty: 3256.681885
	Iteration 2Q: 3 clusters Score -3411035 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -3411416.750000 Penalty: 3256.681885
	Iteration 3Q: 3 clusters Score -3411417 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -3411790.500000 Penalty: 3256.681885
	Iteration 4Q: 3 clusters Score -3411790 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -3412165.250000 Penalty: 3256.681885
	Iteration 5Q: 3 clusters Score -3412165 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -3412523.500000 Penalty: 3256.681885
	Iteration 6Q: 3 clusters Score -3412524 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3412949.250000 Penalty: 3256.681885
	Iteration 7Q: 3 clusters Score -3412949 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -3413394.500000 Penalty: 3256.681885
	Iteration 8Q: 3 clusters Score -3413394 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3413874.000000 Penalty: 3256.681885
	Iteration 9Q: 3 clusters Score -3413874 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -3414426.750000 Penalty: 3256.681885
	Iteration 10Q: 3 clusters Score -3414427 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -3415158.500000 Penalty: 3256.681885
	Iteration 11F: 3 clusters Score -3415158 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -3415887.000000 Penalty: 3256.681885
	Iteration 12Q: 3 clusters Score -3415887 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3416618.250000 Penalty: 3256.681885
	Iteration 13Q: 3 clusters Score -3416618 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -3417064.250000 Penalty: 3256.681885
	Iteration 14Q: 3 clusters Score -3417064 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -3417286.250000 Penalty: 3256.681885
	Iteration 15Q: 3 clusters Score -3417286 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -3417375.000000 Penalty: 3256.681885
	Iteration 16Q: 3 clusters Score -3417375 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -3417508.750000 Penalty: 3256.681885
	Iteration 17Q: 3 clusters Score -3417509 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -3417617.000000 Penalty: 3256.681885
	Iteration 18Q: 3 clusters Score -3417617 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -3417700.000000 Penalty: 3256.681885
	Iteration 19Q: 3 clusters Score -3417700 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -3417751.000000 Penalty: 3256.681885
	Iteration 20F: 3 clusters Score -3417751 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -3417799.500000 Penalty: 3256.681885
	Iteration 21Q: 3 clusters Score -3417800 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -3417812.000000 Penalty: 3256.681885
	Iteration 22Q: 3 clusters Score -3417812 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -3417847.750000 Penalty: 3256.681885
	Iteration 23Q: 3 clusters Score -3417848 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -3417851.000000 Penalty: 3256.681885
	Iteration 24Q: 3 clusters Score -3417851 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -3417871.500000 Penalty: 3256.681885
	Iteration 25Q: 3 clusters Score -3417872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -3417879.000000 Penalty: 3256.681885
	Iteration 26Q: 3 clusters Score -3417879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -3417876.000000 Penalty: 3256.681885
	Iteration 27Q: 3 clusters Score -3417876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -3417892.250000 Penalty: 3256.681885
	Iteration 28Q: 3 clusters Score -3417892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -3417896.500000 Penalty: 3256.681885
	Iteration 29Q: 3 clusters Score -3417896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3417900.250000 Penalty: 3256.681885
	Iteration 30Q: 3 clusters Score -3417900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3417906.500000 Penalty: 3256.681885
	Iteration 31Q: 3 clusters Score -3417906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -3417897.000000 Penalty: 3256.681885
	Iteration 32Q: 3 clusters Score -3417897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -3417902.250000 Penalty: 3256.681885
	Iteration 33Q: 3 clusters Score -3417902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -3417901.250000 Penalty: 3256.681885
	Iteration 34Q: 3 clusters Score -3417901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -3417897.500000 Penalty: 3256.681885
	Iteration 35Q: 3 clusters Score -3417898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -3417895.500000 Penalty: 3256.681885
	Iteration 36Q: 3 clusters Score -3417896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -3417894.000000 Penalty: 3256.681885
	Iteration 37Q: 3 clusters Score -3417894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -3417897.500000 Penalty: 3256.681885
	Iteration 38Q: 3 clusters Score -3417898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -3417894.250000 Penalty: 3256.681885
	Iteration 39Q: 3 clusters Score -3417894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -3417895.750000 Penalty: 3256.681885
	Iteration 40F: 3 clusters Score -3417896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 18830 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 25957 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 13425 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 15777 members 
Mstep: Class 28 contains 1262 members 
Mstep: Class 29 contains 7756 members 
Mstep: Class 30 contains 13643 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1281 members 
Mstep: Class 35 contains 350 members 
Mstep: Class 36 contains 13785 members 
Mstep: Class 37 contains 549 members 
Mstep: Class 38 contains 31928 members 
Mstep: Class 39 contains 1601 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3364 members 
Mstep: Class 42 contains 3863 members 
Mstep: Class 43 contains 15071 members 
Mstep: Class 44 contains 14106 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 2929 members 
Mstep: Class 47 contains 9545 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 12605 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1337 members 
Mstep: Class 52 contains 1569 members 
Mstep: Class 53 contains 2400 members 
Mstep: Class 54 contains 16670 members 
Mstep: Class 55 contains 5292 members 
Mstep: Class 56 contains 2863 members 
Mstep: Class 57 contains 21686 members 
Mstep: Class 58 contains 6497 members 
Mstep: Class 59 contains 7300 members 
Mstep: Class 60 contains 1420 members 
Mstep: Class 61 contains 1955 members 
Mstep: Class 62 contains 12066 members 
Mstep: Class 63 contains 13655 members 
Mstep: Class 64 contains 5384 members 
Mstep: Class 65 contains 1149 members 
Mstep: Class 66 contains 1772 members 
Mstep: Class 67 contains 1176 members 
Mstep: Class 68 contains 954 members 
Mstep: Class 69 contains 16414 members 
Mstep: Class 70 contains 14885 members 
Mstep: Class 71 contains 19818 members 
Mstep: Class 72 contains 21147 members 
Entering Unmasked Estep 
Score: -85904576.000000 Penalty: 155691.046875
Splitting cluster 51 changes total score from -85899152.000000 to -85904576.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 52 (1569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Entering Unmasked Estep 
Score: -207464.500000 Penalty: 1195.706543
	Iteration 0F: 2 clusters Score -207464.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -205637.109375 Penalty: 2391.413086
	Iteration 0F: 3 clusters Score -205637.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -206044.968750 Penalty: 2391.413086
	Iteration 1F: 3 clusters Score -206045 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -206219.812500 Penalty: 2391.413086
	Iteration 2F: 3 clusters Score -206219.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -206346.875000 Penalty: 2391.413086
	Iteration 3F: 3 clusters Score -206346.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -206441.265625 Penalty: 2391.413086
	Iteration 4Q: 3 clusters Score -206441.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -206523.703125 Penalty: 2391.413086
	Iteration 5Q: 3 clusters Score -206523.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -206615.343750 Penalty: 2391.413086
	Iteration 6Q: 3 clusters Score -206615.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -206698.312500 Penalty: 2391.413086
	Iteration 7Q: 3 clusters Score -206698.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -206766.750000 Penalty: 2391.413086
	Iteration 8Q: 3 clusters Score -206766.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -206827.890625 Penalty: 2391.413086
	Iteration 9Q: 3 clusters Score -206827.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -206863.718750 Penalty: 2391.413086
	Iteration 10Q: 3 clusters Score -206863.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -206889.593750 Penalty: 2391.413086
	Iteration 11Q: 3 clusters Score -206889.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -206915.000000 Penalty: 2391.413086
	Iteration 12Q: 3 clusters Score -206915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -206928.375000 Penalty: 2391.413086
	Iteration 13Q: 3 clusters Score -206928.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -206941.828125 Penalty: 2391.413086
	Iteration 14Q: 3 clusters Score -206941.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -206946.828125 Penalty: 2391.413086
	Iteration 15Q: 3 clusters Score -206946.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -206952.750000 Penalty: 2391.413086
	Iteration 16Q: 3 clusters Score -206952.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -206954.453125 Penalty: 2391.413086
	Iteration 17Q: 3 clusters Score -206954.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -206954.953125 Penalty: 2391.413086
	Iteration 18Q: 3 clusters Score -206955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -206954.953125 Penalty: 2391.413086
	Iteration 19F: 3 clusters Score -206955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Entering Unmasked Estep 
Score: -337893.843750 Penalty: 1264.773926
	Iteration 0F: 2 clusters Score -337893.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -335611.187500 Penalty: 2529.547852
	Iteration 0F: 3 clusters Score -335611.2 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -336304.312500 Penalty: 2529.547852
	Iteration 1F: 3 clusters Score -336304.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -336554.468750 Penalty: 2529.547852
	Iteration 2F: 3 clusters Score -336554.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -336920.156250 Penalty: 2529.547852
	Iteration 3F: 3 clusters Score -336920.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -337408.156250 Penalty: 2529.547852
	Iteration 4F: 3 clusters Score -337408.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -337833.281250 Penalty: 2529.547852
	Iteration 5F: 3 clusters Score -337833.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -338140.781250 Penalty: 2529.547852
	Iteration 6F: 3 clusters Score -338140.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -338320.031250 Penalty: 2529.547852
	Iteration 7Q: 3 clusters Score -338320 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -338521.281250 Penalty: 2529.547852
	Iteration 8Q: 3 clusters Score -338521.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -338676.250000 Penalty: 2529.547852
	Iteration 9Q: 3 clusters Score -338676.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -338773.468750 Penalty: 2529.547852
	Iteration 10Q: 3 clusters Score -338773.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -338861.843750 Penalty: 2529.547852
	Iteration 11Q: 3 clusters Score -338861.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -338927.218750 Penalty: 2529.547852
	Iteration 12Q: 3 clusters Score -338927.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -338983.531250 Penalty: 2529.547852
	Iteration 13Q: 3 clusters Score -338983.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -339018.593750 Penalty: 2529.547852
	Iteration 14Q: 3 clusters Score -339018.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -339035.312500 Penalty: 2529.547852
	Iteration 15Q: 3 clusters Score -339035.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -339043.093750 Penalty: 2529.547852
	Iteration 16Q: 3 clusters Score -339043.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -339048.625000 Penalty: 2529.547852
	Iteration 17Q: 3 clusters Score -339048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -339051.968750 Penalty: 2529.547852
	Iteration 18Q: 3 clusters Score -339052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -339052.781250 Penalty: 2529.547852
	Iteration 19Q: 3 clusters Score -339052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -339053.218750 Penalty: 2529.547852
	Iteration 20F: 3 clusters Score -339053.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -339055.562500 Penalty: 2529.547852
	Iteration 21Q: 3 clusters Score -339055.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -339056.406250 Penalty: 2529.547852
	Iteration 22Q: 3 clusters Score -339056.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -339057.062500 Penalty: 2529.547852
	Iteration 23Q: 3 clusters Score -339057.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -339058.062500 Penalty: 2529.547852
	Iteration 24Q: 3 clusters Score -339058.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -339058.625000 Penalty: 2529.547852
	Iteration 25Q: 3 clusters Score -339058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -339059.468750 Penalty: 2529.547852
	Iteration 26Q: 3 clusters Score -339059.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -339059.843750 Penalty: 2529.547852
	Iteration 27Q: 3 clusters Score -339059.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -339059.843750 Penalty: 2529.547852
	Iteration 28F: 3 clusters Score -339059.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 18830 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 25957 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 13425 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 15777 members 
Mstep: Class 28 contains 1262 members 
Mstep: Class 29 contains 7756 members 
Mstep: Class 30 contains 13643 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1281 members 
Mstep: Class 35 contains 350 members 
Mstep: Class 36 contains 13785 members 
Mstep: Class 37 contains 549 members 
Mstep: Class 38 contains 31928 members 
Mstep: Class 39 contains 1601 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3364 members 
Mstep: Class 42 contains 3863 members 
Mstep: Class 43 contains 15071 members 
Mstep: Class 44 contains 14106 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 2929 members 
Mstep: Class 47 contains 9545 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 12605 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1337 members 
Mstep: Class 52 contains 1569 members 
Mstep: Class 53 contains 1475 members 
Mstep: Class 54 contains 16670 members 
Mstep: Class 55 contains 5292 members 
Mstep: Class 56 contains 2863 members 
Mstep: Class 57 contains 21686 members 
Mstep: Class 58 contains 6497 members 
Mstep: Class 59 contains 7300 members 
Mstep: Class 60 contains 1420 members 
Mstep: Class 61 contains 1955 members 
Mstep: Class 62 contains 12066 members 
Mstep: Class 63 contains 13655 members 
Mstep: Class 64 contains 5384 members 
Mstep: Class 65 contains 1149 members 
Mstep: Class 66 contains 1772 members 
Mstep: Class 67 contains 1176 members 
Mstep: Class 68 contains 954 members 
Mstep: Class 69 contains 16414 members 
Mstep: Class 70 contains 14885 members 
Mstep: Class 71 contains 19818 members 
Mstep: Class 72 contains 21147 members 
Mstep: Class 73 contains 925 members 
Entering Unmasked Estep 
Score: -85904896.000000 Penalty: 157853.421875
Splitting cluster 53 changes total score from -85899152.000000 to -85904896.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 54 (16670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Entering Unmasked Estep 
Score: -2540946.750000 Penalty: 1579.721924
	Iteration 0F: 2 clusters Score -2540947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2529736.250000 Penalty: 3159.443848
	Iteration 0F: 3 clusters Score -2529736 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2533838.000000 Penalty: 3159.443848
	Iteration 1F: 3 clusters Score -2533838 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2534283.000000 Penalty: 3159.443848
	Iteration 2F: 3 clusters Score -2534283 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2534751.750000 Penalty: 3159.443848
	Iteration 3F: 3 clusters Score -2534752 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2535210.000000 Penalty: 3159.443848
	Iteration 4F: 3 clusters Score -2535210 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2535603.500000 Penalty: 3159.443848
	Iteration 5F: 3 clusters Score -2535604 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2535938.750000 Penalty: 3159.443848
	Iteration 6Q: 3 clusters Score -2535939 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2536187.000000 Penalty: 3159.443848
	Iteration 7Q: 3 clusters Score -2536187 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2536415.500000 Penalty: 3159.443848
	Iteration 8Q: 3 clusters Score -2536416 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2536624.750000 Penalty: 3159.443848
	Iteration 9Q: 3 clusters Score -2536625 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2536840.000000 Penalty: 3159.443848
	Iteration 10Q: 3 clusters Score -2536840 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2537060.500000 Penalty: 3159.443848
	Iteration 11Q: 3 clusters Score -2537060 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2537314.500000 Penalty: 3159.443848
	Iteration 12Q: 3 clusters Score -2537314 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2537541.000000 Penalty: 3159.443848
	Iteration 13Q: 3 clusters Score -2537541 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2537706.500000 Penalty: 3159.443848
	Iteration 14Q: 3 clusters Score -2537706 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2537800.000000 Penalty: 3159.443848
	Iteration 15Q: 3 clusters Score -2537800 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2537878.250000 Penalty: 3159.443848
	Iteration 16Q: 3 clusters Score -2537878 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2537947.500000 Penalty: 3159.443848
	Iteration 17Q: 3 clusters Score -2537948 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2537988.750000 Penalty: 3159.443848
	Iteration 18Q: 3 clusters Score -2537989 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2538029.750000 Penalty: 3159.443848
	Iteration 19Q: 3 clusters Score -2538030 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2538059.500000 Penalty: 3159.443848
	Iteration 20F: 3 clusters Score -2538060 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2538098.500000 Penalty: 3159.443848
	Iteration 21Q: 3 clusters Score -2538098 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2538125.250000 Penalty: 3159.443848
	Iteration 22Q: 3 clusters Score -2538125 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2538158.000000 Penalty: 3159.443848
	Iteration 23Q: 3 clusters Score -2538158 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2538183.000000 Penalty: 3159.443848
	Iteration 24Q: 3 clusters Score -2538183 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2538210.750000 Penalty: 3159.443848
	Iteration 25Q: 3 clusters Score -2538211 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2538244.250000 Penalty: 3159.443848
	Iteration 26Q: 3 clusters Score -2538244 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2538262.000000 Penalty: 3159.443848
	Iteration 27Q: 3 clusters Score -2538262 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2538277.250000 Penalty: 3159.443848
	Iteration 28Q: 3 clusters Score -2538277 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2538296.500000 Penalty: 3159.443848
	Iteration 29Q: 3 clusters Score -2538296 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2538321.000000 Penalty: 3159.443848
	Iteration 30Q: 3 clusters Score -2538321 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2538339.250000 Penalty: 3159.443848
	Iteration 31Q: 3 clusters Score -2538339 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2538379.250000 Penalty: 3159.443848
	Iteration 32Q: 3 clusters Score -2538379 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2538409.250000 Penalty: 3159.443848
	Iteration 33Q: 3 clusters Score -2538409 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2538445.250000 Penalty: 3159.443848
	Iteration 34Q: 3 clusters Score -2538445 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2538474.250000 Penalty: 3159.443848
	Iteration 35Q: 3 clusters Score -2538474 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2538506.750000 Penalty: 3159.443848
	Iteration 36Q: 3 clusters Score -2538507 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2538548.500000 Penalty: 3159.443848
	Iteration 37Q: 3 clusters Score -2538548 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2538601.500000 Penalty: 3159.443848
	Iteration 38Q: 3 clusters Score -2538602 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2538629.500000 Penalty: 3159.443848
	Iteration 39Q: 3 clusters Score -2538630 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2538659.250000 Penalty: 3159.443848
	Iteration 40F: 3 clusters Score -2538659 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2538689.750000 Penalty: 3159.443848
	Iteration 41Q: 3 clusters Score -2538690 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2538726.250000 Penalty: 3159.443848
	Iteration 42Q: 3 clusters Score -2538726 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2538756.000000 Penalty: 3159.443848
	Iteration 43Q: 3 clusters Score -2538756 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2538792.500000 Penalty: 3159.443848
	Iteration 44Q: 3 clusters Score -2538792 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2538829.000000 Penalty: 3159.443848
	Iteration 45Q: 3 clusters Score -2538829 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2538869.500000 Penalty: 3159.443848
	Iteration 46Q: 3 clusters Score -2538870 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2538906.000000 Penalty: 3159.443848
	Iteration 47Q: 3 clusters Score -2538906 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2538949.500000 Penalty: 3159.443848
	Iteration 48Q: 3 clusters Score -2538950 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2538974.750000 Penalty: 3159.443848
	Iteration 49Q: 3 clusters Score -2538975 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2539011.500000 Penalty: 3159.443848
	Iteration 50Q: 3 clusters Score -2539012 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2539037.250000 Penalty: 3159.443848
	Iteration 51Q: 3 clusters Score -2539037 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2539080.000000 Penalty: 3159.443848
	Iteration 52Q: 3 clusters Score -2539080 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2539121.500000 Penalty: 3159.443848
	Iteration 53Q: 3 clusters Score -2539122 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2539167.000000 Penalty: 3159.443848
	Iteration 54Q: 3 clusters Score -2539167 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2539200.000000 Penalty: 3159.443848
	Iteration 55Q: 3 clusters Score -2539200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2539231.500000 Penalty: 3159.443848
	Iteration 56Q: 3 clusters Score -2539232 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2539284.250000 Penalty: 3159.443848
	Iteration 57Q: 3 clusters Score -2539284 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2539317.500000 Penalty: 3159.443848
	Iteration 58Q: 3 clusters Score -2539318 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2539350.750000 Penalty: 3159.443848
	Iteration 59Q: 3 clusters Score -2539351 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2539383.250000 Penalty: 3159.443848
	Iteration 60F: 3 clusters Score -2539383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2539400.750000 Penalty: 3159.443848
	Iteration 61Q: 3 clusters Score -2539401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2539409.750000 Penalty: 3159.443848
	Iteration 62Q: 3 clusters Score -2539410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2539426.250000 Penalty: 3159.443848
	Iteration 63Q: 3 clusters Score -2539426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2539439.000000 Penalty: 3159.443848
	Iteration 64Q: 3 clusters Score -2539439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2539455.750000 Penalty: 3159.443848
	Iteration 65Q: 3 clusters Score -2539456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2539465.500000 Penalty: 3159.443848
	Iteration 66Q: 3 clusters Score -2539466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2539473.000000 Penalty: 3159.443848
	Iteration 67Q: 3 clusters Score -2539473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2539482.250000 Penalty: 3159.443848
	Iteration 68Q: 3 clusters Score -2539482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2539485.750000 Penalty: 3159.443848
	Iteration 69Q: 3 clusters Score -2539486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2539486.250000 Penalty: 3159.443848
	Iteration 70Q: 3 clusters Score -2539486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2539502.250000 Penalty: 3159.443848
	Iteration 71Q: 3 clusters Score -2539502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2539517.750000 Penalty: 3159.443848
	Iteration 72Q: 3 clusters Score -2539518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2539533.000000 Penalty: 3159.443848
	Iteration 73Q: 3 clusters Score -2539533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2539529.250000 Penalty: 3159.443848
	Iteration 74Q: 3 clusters Score -2539529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2539535.250000 Penalty: 3159.443848
	Iteration 75Q: 3 clusters Score -2539535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2539541.000000 Penalty: 3159.443848
	Iteration 76Q: 3 clusters Score -2539541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2539541.250000 Penalty: 3159.443848
	Iteration 77Q: 3 clusters Score -2539541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2539545.750000 Penalty: 3159.443848
	Iteration 78Q: 3 clusters Score -2539546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2539549.500000 Penalty: 3159.443848
	Iteration 79Q: 3 clusters Score -2539550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2539551.250000 Penalty: 3159.443848
	Iteration 80F: 3 clusters Score -2539551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2539553.250000 Penalty: 3159.443848
	Iteration 81Q: 3 clusters Score -2539553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2539560.750000 Penalty: 3159.443848
	Iteration 82Q: 3 clusters Score -2539561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2539562.000000 Penalty: 3159.443848
	Iteration 83Q: 3 clusters Score -2539562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2539562.250000 Penalty: 3159.443848
	Iteration 84Q: 3 clusters Score -2539562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2539561.500000 Penalty: 3159.443848
	Iteration 85Q: 3 clusters Score -2539562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2539561.750000 Penalty: 3159.443848
	Iteration 86Q: 3 clusters Score -2539562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2539563.500000 Penalty: 3159.443848
	Iteration 87Q: 3 clusters Score -2539564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2539561.500000 Penalty: 3159.443848
	Iteration 88Q: 3 clusters Score -2539562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2539561.500000 Penalty: 3159.443848
	Iteration 89F: 3 clusters Score -2539562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (5292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Entering Unmasked Estep 
Score: -753745.125000 Penalty: 1393.267212
	Iteration 0F: 2 clusters Score -753745.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -749607.000000 Penalty: 2786.534424
	Iteration 0F: 3 clusters Score -749607 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -750979.125000 Penalty: 2786.534424
	Iteration 1F: 3 clusters Score -750979.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -751325.625000 Penalty: 2786.534424
	Iteration 2F: 3 clusters Score -751325.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -751766.687500 Penalty: 2786.534424
	Iteration 3F: 3 clusters Score -751766.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -752442.875000 Penalty: 2786.534424
	Iteration 4F: 3 clusters Score -752442.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -753135.000000 Penalty: 2786.534424
	Iteration 5F: 3 clusters Score -753135 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -753601.125000 Penalty: 2786.534424
	Iteration 6F: 3 clusters Score -753601.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -753803.875000 Penalty: 2786.534424
	Iteration 7Q: 3 clusters Score -753803.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -753886.500000 Penalty: 2786.534424
	Iteration 8Q: 3 clusters Score -753886.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -753925.750000 Penalty: 2786.534424
	Iteration 9Q: 3 clusters Score -753925.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -753946.625000 Penalty: 2786.534424
	Iteration 10Q: 3 clusters Score -753946.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -753959.500000 Penalty: 2786.534424
	Iteration 11Q: 3 clusters Score -753959.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -753967.812500 Penalty: 2786.534424
	Iteration 12Q: 3 clusters Score -753967.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -753970.062500 Penalty: 2786.534424
	Iteration 13Q: 3 clusters Score -753970.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -753974.562500 Penalty: 2786.534424
	Iteration 14Q: 3 clusters Score -753974.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -753974.500000 Penalty: 2786.534424
	Iteration 15Q: 3 clusters Score -753974.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -753976.812500 Penalty: 2786.534424
	Iteration 16Q: 3 clusters Score -753976.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -753977.937500 Penalty: 2786.534424
	Iteration 17Q: 3 clusters Score -753977.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -753978.437500 Penalty: 2786.534424
	Iteration 18Q: 3 clusters Score -753978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -753980.125000 Penalty: 2786.534424
	Iteration 19Q: 3 clusters Score -753980.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -753979.625000 Penalty: 2786.534424
	Iteration 20F: 3 clusters Score -753979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -753978.875000 Penalty: 2786.534424
	Iteration 21Q: 3 clusters Score -753978.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -753980.000000 Penalty: 2786.534424
	Iteration 22Q: 3 clusters Score -753980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -753980.000000 Penalty: 2786.534424
	Iteration 23F: 3 clusters Score -753980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 18830 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 25957 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 13425 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 15777 members 
Mstep: Class 28 contains 1262 members 
Mstep: Class 29 contains 7756 members 
Mstep: Class 30 contains 13643 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1281 members 
Mstep: Class 35 contains 350 members 
Mstep: Class 36 contains 13785 members 
Mstep: Class 37 contains 549 members 
Mstep: Class 38 contains 31928 members 
Mstep: Class 39 contains 1601 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3364 members 
Mstep: Class 42 contains 3863 members 
Mstep: Class 43 contains 15071 members 
Mstep: Class 44 contains 14106 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 2929 members 
Mstep: Class 47 contains 9545 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 12605 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1337 members 
Mstep: Class 52 contains 1569 members 
Mstep: Class 53 contains 1475 members 
Mstep: Class 54 contains 16670 members 
Mstep: Class 55 contains 3464 members 
Mstep: Class 56 contains 2863 members 
Mstep: Class 57 contains 21686 members 
Mstep: Class 58 contains 6497 members 
Mstep: Class 59 contains 7300 members 
Mstep: Class 60 contains 1420 members 
Mstep: Class 61 contains 1955 members 
Mstep: Class 62 contains 12066 members 
Mstep: Class 63 contains 13655 members 
Mstep: Class 64 contains 5384 members 
Mstep: Class 65 contains 1149 members 
Mstep: Class 66 contains 1772 members 
Mstep: Class 67 contains 1176 members 
Mstep: Class 68 contains 954 members 
Mstep: Class 69 contains 16414 members 
Mstep: Class 70 contains 14885 members 
Mstep: Class 71 contains 19818 members 
Mstep: Class 72 contains 21147 members 
Mstep: Class 73 contains 925 members 
Mstep: Class 74 contains 1828 members 
Entering Unmasked Estep 
Score: -85904352.000000 Penalty: 160015.812500
Splitting cluster 55 changes total score from -85899152.000000 to -85904352.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 56 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -412251.656250 Penalty: 1293.439087
	Iteration 0F: 2 clusters Score -412251.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -409640.406250 Penalty: 2586.878174
	Iteration 0F: 3 clusters Score -409640.4 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -410312.687500 Penalty: 2586.878174
	Iteration 1F: 3 clusters Score -410312.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -410588.843750 Penalty: 2586.878174
	Iteration 2F: 3 clusters Score -410588.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -410923.281250 Penalty: 2586.878174
	Iteration 3F: 3 clusters Score -410923.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -411323.937500 Penalty: 2586.878174
	Iteration 4F: 3 clusters Score -411323.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -411730.625000 Penalty: 2586.878174
	Iteration 5F: 3 clusters Score -411730.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -412016.312500 Penalty: 2586.878174
	Iteration 6F: 3 clusters Score -412016.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -412178.406250 Penalty: 2586.878174
	Iteration 7Q: 3 clusters Score -412178.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -412282.750000 Penalty: 2586.878174
	Iteration 8Q: 3 clusters Score -412282.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -412354.187500 Penalty: 2586.878174
	Iteration 9Q: 3 clusters Score -412354.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -412400.968750 Penalty: 2586.878174
	Iteration 10Q: 3 clusters Score -412401 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -412439.250000 Penalty: 2586.878174
	Iteration 11Q: 3 clusters Score -412439.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -412466.093750 Penalty: 2586.878174
	Iteration 12Q: 3 clusters Score -412466.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -412490.281250 Penalty: 2586.878174
	Iteration 13Q: 3 clusters Score -412490.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -412509.312500 Penalty: 2586.878174
	Iteration 14Q: 3 clusters Score -412509.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -412524.968750 Penalty: 2586.878174
	Iteration 15Q: 3 clusters Score -412525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -412532.750000 Penalty: 2586.878174
	Iteration 16Q: 3 clusters Score -412532.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -412540.187500 Penalty: 2586.878174
	Iteration 17Q: 3 clusters Score -412540.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -412543.500000 Penalty: 2586.878174
	Iteration 18Q: 3 clusters Score -412543.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -412547.343750 Penalty: 2586.878174
	Iteration 19Q: 3 clusters Score -412547.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -412550.843750 Penalty: 2586.878174
	Iteration 20F: 3 clusters Score -412550.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -412553.656250 Penalty: 2586.878174
	Iteration 21Q: 3 clusters Score -412553.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -412557.687500 Penalty: 2586.878174
	Iteration 22Q: 3 clusters Score -412557.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -412559.187500 Penalty: 2586.878174
	Iteration 23Q: 3 clusters Score -412559.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -412560.843750 Penalty: 2586.878174
	Iteration 24Q: 3 clusters Score -412560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -412561.687500 Penalty: 2586.878174
	Iteration 25Q: 3 clusters Score -412561.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -412561.687500 Penalty: 2586.878174
	Iteration 26F: 3 clusters Score -412561.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 18830 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 25957 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 13425 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 15777 members 
Mstep: Class 28 contains 1262 members 
Mstep: Class 29 contains 7756 members 
Mstep: Class 30 contains 13643 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1281 members 
Mstep: Class 35 contains 350 members 
Mstep: Class 36 contains 13785 members 
Mstep: Class 37 contains 549 members 
Mstep: Class 38 contains 31928 members 
Mstep: Class 39 contains 1601 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3364 members 
Mstep: Class 42 contains 3863 members 
Mstep: Class 43 contains 15071 members 
Mstep: Class 44 contains 14106 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 2929 members 
Mstep: Class 47 contains 9545 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 12605 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1337 members 
Mstep: Class 52 contains 1569 members 
Mstep: Class 53 contains 1475 members 
Mstep: Class 54 contains 16670 members 
Mstep: Class 55 contains 3464 members 
Mstep: Class 56 contains 1250 members 
Mstep: Class 57 contains 21686 members 
Mstep: Class 58 contains 6497 members 
Mstep: Class 59 contains 7300 members 
Mstep: Class 60 contains 1420 members 
Mstep: Class 61 contains 1955 members 
Mstep: Class 62 contains 12066 members 
Mstep: Class 63 contains 13655 members 
Mstep: Class 64 contains 5384 members 
Mstep: Class 65 contains 1149 members 
Mstep: Class 66 contains 1772 members 
Mstep: Class 67 contains 1176 members 
Mstep: Class 68 contains 954 members 
Mstep: Class 69 contains 16414 members 
Mstep: Class 70 contains 14885 members 
Mstep: Class 71 contains 19818 members 
Mstep: Class 72 contains 21147 members 
Mstep: Class 73 contains 925 members 
Mstep: Class 74 contains 1828 members 
Mstep: Class 75 contains 1613 members 
Entering Unmasked Estep 
Score: -85903680.000000 Penalty: 162178.187500
Splitting cluster 56 changes total score from -85899152.000000 to -85903680.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 57 (21686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Entering Unmasked Estep 
Score: -3288196.750000 Penalty: 1622.468506
	Iteration 0F: 2 clusters Score -3288197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -3275028.500000 Penalty: 3244.937012
	Iteration 0F: 3 clusters Score -3275028 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -3280401.750000 Penalty: 3244.937012
	Iteration 1F: 3 clusters Score -3280402 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -3280752.250000 Penalty: 3244.937012
	Iteration 2Q: 3 clusters Score -3280752 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -3281071.250000 Penalty: 3244.937012
	Iteration 3Q: 3 clusters Score -3281071 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -3281359.250000 Penalty: 3244.937012
	Iteration 4Q: 3 clusters Score -3281359 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -3281698.000000 Penalty: 3244.937012
	Iteration 5Q: 3 clusters Score -3281698 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3282115.750000 Penalty: 3244.937012
	Iteration 6Q: 3 clusters Score -3282116 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3282616.500000 Penalty: 3244.937012
	Iteration 7Q: 3 clusters Score -3282616 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3283148.500000 Penalty: 3244.937012
	Iteration 8Q: 3 clusters Score -3283148 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -3283756.000000 Penalty: 3244.937012
	Iteration 9Q: 3 clusters Score -3283756 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -3284342.000000 Penalty: 3244.937012
	Iteration 10F: 3 clusters Score -3284342 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -3284971.250000 Penalty: 3244.937012
	Iteration 11Q: 3 clusters Score -3284971 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -3285616.250000 Penalty: 3244.937012
	Iteration 12Q: 3 clusters Score -3285616 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -3286250.000000 Penalty: 3244.937012
	Iteration 13Q: 3 clusters Score -3286250 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -3286565.500000 Penalty: 3244.937012
	Iteration 14Q: 3 clusters Score -3286566 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -3286732.000000 Penalty: 3244.937012
	Iteration 15Q: 3 clusters Score -3286732 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -3286811.750000 Penalty: 3244.937012
	Iteration 16Q: 3 clusters Score -3286812 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -3286845.000000 Penalty: 3244.937012
	Iteration 17Q: 3 clusters Score -3286845 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -3286914.750000 Penalty: 3244.937012
	Iteration 18Q: 3 clusters Score -3286915 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3286955.250000 Penalty: 3244.937012
	Iteration 19Q: 3 clusters Score -3286955 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -3286976.000000 Penalty: 3244.937012
	Iteration 20F: 3 clusters Score -3286976 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -3286995.750000 Penalty: 3244.937012
	Iteration 21Q: 3 clusters Score -3286996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -3287009.750000 Penalty: 3244.937012
	Iteration 22Q: 3 clusters Score -3287010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -3287015.000000 Penalty: 3244.937012
	Iteration 23Q: 3 clusters Score -3287015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -3287016.750000 Penalty: 3244.937012
	Iteration 24Q: 3 clusters Score -3287017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -3287018.000000 Penalty: 3244.937012
	Iteration 25Q: 3 clusters Score -3287018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -3287024.500000 Penalty: 3244.937012
	Iteration 26Q: 3 clusters Score -3287024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -3287026.250000 Penalty: 3244.937012
	Iteration 27Q: 3 clusters Score -3287026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -3287029.750000 Penalty: 3244.937012
	Iteration 28Q: 3 clusters Score -3287030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -3287045.500000 Penalty: 3244.937012
	Iteration 29Q: 3 clusters Score -3287046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -3287047.000000 Penalty: 3244.937012
	Iteration 30Q: 3 clusters Score -3287047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -3287047.750000 Penalty: 3244.937012
	Iteration 31Q: 3 clusters Score -3287048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -3287050.750000 Penalty: 3244.937012
	Iteration 32Q: 3 clusters Score -3287051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -3287048.250000 Penalty: 3244.937012
	Iteration 33Q: 3 clusters Score -3287048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -3287047.500000 Penalty: 3244.937012
	Iteration 34Q: 3 clusters Score -3287048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -3287047.500000 Penalty: 3244.937012
	Iteration 35F: 3 clusters Score -3287048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Entering Unmasked Estep 
Score: -832927.062500 Penalty: 1426.603027
	Iteration 0F: 2 clusters Score -832927.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -827976.875000 Penalty: 2853.206055
	Iteration 0F: 3 clusters Score -827976.9 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -829510.437500 Penalty: 2853.206055
	Iteration 1F: 3 clusters Score -829510.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -829778.750000 Penalty: 2853.206055
	Iteration 2F: 3 clusters Score -829778.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -829994.062500 Penalty: 2853.206055
	Iteration 3F: 3 clusters Score -829994.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -830185.687500 Penalty: 2853.206055
	Iteration 4F: 3 clusters Score -830185.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -830344.187500 Penalty: 2853.206055
	Iteration 5Q: 3 clusters Score -830344.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -830470.562500 Penalty: 2853.206055
	Iteration 6Q: 3 clusters Score -830470.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -830592.750000 Penalty: 2853.206055
	Iteration 7Q: 3 clusters Score -830592.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -830725.437500 Penalty: 2853.206055
	Iteration 8Q: 3 clusters Score -830725.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -830869.062500 Penalty: 2853.206055
	Iteration 9Q: 3 clusters Score -830869.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -831030.312500 Penalty: 2853.206055
	Iteration 10Q: 3 clusters Score -831030.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -831231.625000 Penalty: 2853.206055
	Iteration 11Q: 3 clusters Score -831231.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -831486.812500 Penalty: 2853.206055
	Iteration 12Q: 3 clusters Score -831486.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -831781.812500 Penalty: 2853.206055
	Iteration 13Q: 3 clusters Score -831781.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -832079.937500 Penalty: 2853.206055
	Iteration 14Q: 3 clusters Score -832079.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -832346.937500 Penalty: 2853.206055
	Iteration 15Q: 3 clusters Score -832346.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -832577.000000 Penalty: 2853.206055
	Iteration 16Q: 3 clusters Score -832577 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -832719.937500 Penalty: 2853.206055
	Iteration 17Q: 3 clusters Score -832719.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -832797.187500 Penalty: 2853.206055
	Iteration 18Q: 3 clusters Score -832797.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -832826.312500 Penalty: 2853.206055
	Iteration 19Q: 3 clusters Score -832826.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -832838.750000 Penalty: 2853.206055
	Iteration 20F: 3 clusters Score -832838.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -832847.687500 Penalty: 2853.206055
	Iteration 21Q: 3 clusters Score -832847.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -832850.187500 Penalty: 2853.206055
	Iteration 22Q: 3 clusters Score -832850.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -832851.500000 Penalty: 2853.206055
	Iteration 23Q: 3 clusters Score -832851.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -832855.687500 Penalty: 2853.206055
	Iteration 24Q: 3 clusters Score -832855.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -832856.625000 Penalty: 2853.206055
	Iteration 25Q: 3 clusters Score -832856.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -832856.000000 Penalty: 2853.206055
	Iteration 26Q: 3 clusters Score -832856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -832857.625000 Penalty: 2853.206055
	Iteration 27Q: 3 clusters Score -832857.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -832856.625000 Penalty: 2853.206055
	Iteration 28Q: 3 clusters Score -832856.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -832855.500000 Penalty: 2853.206055
	Iteration 29Q: 3 clusters Score -832855.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -832856.437500 Penalty: 2853.206055
	Iteration 30Q: 3 clusters Score -832856.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -832856.437500 Penalty: 2853.206055
	Iteration 31F: 3 clusters Score -832856.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (7300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Entering Unmasked Estep 
Score: -963325.687500 Penalty: 1445.539795
	Iteration 0F: 2 clusters Score -963325.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -957926.187500 Penalty: 2891.079590
	Iteration 0F: 3 clusters Score -957926.2 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -960247.687500 Penalty: 2891.079590
	Iteration 1F: 3 clusters Score -960247.7 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -961144.187500 Penalty: 2891.079590
	Iteration 2F: 3 clusters Score -961144.2 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -961929.625000 Penalty: 2891.079590
	Iteration 3F: 3 clusters Score -961929.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -962419.062500 Penalty: 2891.079590
	Iteration 4F: 3 clusters Score -962419.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -962685.062500 Penalty: 2891.079590
	Iteration 5F: 3 clusters Score -962685.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -962820.687500 Penalty: 2891.079590
	Iteration 6Q: 3 clusters Score -962820.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -962913.500000 Penalty: 2891.079590
	Iteration 7Q: 3 clusters Score -962913.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -962965.250000 Penalty: 2891.079590
	Iteration 8Q: 3 clusters Score -962965.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -963004.250000 Penalty: 2891.079590
	Iteration 9Q: 3 clusters Score -963004.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -963032.625000 Penalty: 2891.079590
	Iteration 10Q: 3 clusters Score -963032.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -963049.625000 Penalty: 2891.079590
	Iteration 11Q: 3 clusters Score -963049.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -963064.000000 Penalty: 2891.079590
	Iteration 12Q: 3 clusters Score -963064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -963078.875000 Penalty: 2891.079590
	Iteration 13Q: 3 clusters Score -963078.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -963089.000000 Penalty: 2891.079590
	Iteration 14Q: 3 clusters Score -963089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -963096.750000 Penalty: 2891.079590
	Iteration 15Q: 3 clusters Score -963096.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -963102.625000 Penalty: 2891.079590
	Iteration 16Q: 3 clusters Score -963102.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -963108.437500 Penalty: 2891.079590
	Iteration 17Q: 3 clusters Score -963108.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -963112.937500 Penalty: 2891.079590
	Iteration 18Q: 3 clusters Score -963112.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -963119.812500 Penalty: 2891.079590
	Iteration 19Q: 3 clusters Score -963119.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -963121.562500 Penalty: 2891.079590
	Iteration 20F: 3 clusters Score -963121.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -963123.125000 Penalty: 2891.079590
	Iteration 21Q: 3 clusters Score -963123.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -963125.000000 Penalty: 2891.079590
	Iteration 22Q: 3 clusters Score -963125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -963128.250000 Penalty: 2891.079590
	Iteration 23Q: 3 clusters Score -963128.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -963129.875000 Penalty: 2891.079590
	Iteration 24Q: 3 clusters Score -963129.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -963131.500000 Penalty: 2891.079590
	Iteration 25Q: 3 clusters Score -963131.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -963132.187500 Penalty: 2891.079590
	Iteration 26Q: 3 clusters Score -963132.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -963133.000000 Penalty: 2891.079590
	Iteration 27Q: 3 clusters Score -963133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -963133.937500 Penalty: 2891.079590
	Iteration 28Q: 3 clusters Score -963133.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -963135.062500 Penalty: 2891.079590
	Iteration 29Q: 3 clusters Score -963135.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -963134.312500 Penalty: 2891.079590
	Iteration 30Q: 3 clusters Score -963134.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -963133.875000 Penalty: 2891.079590
	Iteration 31Q: 3 clusters Score -963133.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -963134.125000 Penalty: 2891.079590
	Iteration 32Q: 3 clusters Score -963134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -963133.875000 Penalty: 2891.079590
	Iteration 33Q: 3 clusters Score -963133.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -963133.875000 Penalty: 2891.079590
	Iteration 34F: 3 clusters Score -963133.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -181999.015625 Penalty: 1179.492065
	Iteration 0F: 2 clusters Score -181999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -180337.203125 Penalty: 2358.984131
	Iteration 0F: 3 clusters Score -180337.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -180699.890625 Penalty: 2358.984131
	Iteration 1F: 3 clusters Score -180699.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -180840.718750 Penalty: 2358.984131
	Iteration 2F: 3 clusters Score -180840.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -180967.125000 Penalty: 2358.984131
	Iteration 3F: 3 clusters Score -180967.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -181092.484375 Penalty: 2358.984131
	Iteration 4F: 3 clusters Score -181092.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -181257.562500 Penalty: 2358.984131
	Iteration 5F: 3 clusters Score -181257.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -181456.640625 Penalty: 2358.984131
	Iteration 6F: 3 clusters Score -181456.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -181586.703125 Penalty: 2358.984131
	Iteration 7F: 3 clusters Score -181586.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -181671.828125 Penalty: 2358.984131
	Iteration 8Q: 3 clusters Score -181671.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -181757.031250 Penalty: 2358.984131
	Iteration 9Q: 3 clusters Score -181757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -181813.640625 Penalty: 2358.984131
	Iteration 10Q: 3 clusters Score -181813.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -181854.796875 Penalty: 2358.984131
	Iteration 11Q: 3 clusters Score -181854.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -181868.140625 Penalty: 2358.984131
	Iteration 12Q: 3 clusters Score -181868.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -181880.531250 Penalty: 2358.984131
	Iteration 13Q: 3 clusters Score -181880.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -181887.328125 Penalty: 2358.984131
	Iteration 14Q: 3 clusters Score -181887.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -181898.265625 Penalty: 2358.984131
	Iteration 15Q: 3 clusters Score -181898.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -181907.250000 Penalty: 2358.984131
	Iteration 16Q: 3 clusters Score -181907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -181908.812500 Penalty: 2358.984131
	Iteration 17Q: 3 clusters Score -181908.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -181908.812500 Penalty: 2358.984131
	Iteration 18F: 3 clusters Score -181908.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 19046 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 29155 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 29279 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 18830 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 25957 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 549 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 13425 members 
Mstep: Class 26 contains 24867 members 
Mstep: Class 27 contains 15777 members 
Mstep: Class 28 contains 1262 members 
Mstep: Class 29 contains 7756 members 
Mstep: Class 30 contains 13643 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 2339 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1281 members 
Mstep: Class 35 contains 350 members 
Mstep: Class 36 contains 13785 members 
Mstep: Class 37 contains 549 members 
Mstep: Class 38 contains 31928 members 
Mstep: Class 39 contains 1601 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3364 members 
Mstep: Class 42 contains 3863 members 
Mstep: Class 43 contains 15071 members 
Mstep: Class 44 contains 14106 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 2929 members 
Mstep: Class 47 contains 9545 members 
Mstep: Class 48 contains 2671 members 
Mstep: Class 49 contains 12605 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1337 members 
Mstep: Class 52 contains 1569 members 
Mstep: Class 53 contains 1475 members 
Mstep: Class 54 contains 16670 members 
Mstep: Class 55 contains 3464 members 
Mstep: Class 56 contains 1250 members 
Mstep: Class 57 contains 21686 members 
Mstep: Class 58 contains 6497 members 
Mstep: Class 59 contains 7300 members 
Mstep: Class 60 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85909504.000000 Penalty: 162178.187500
Iteration 119Q: 76 clusters Score -8.59095e+07 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1748 members 
Mstep: Class 3 contains 19119 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 29240 members 
Mstep: Class 6 contains 1598 members 
Mstep: Class 7 contains 14711 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11069 members 
Mstep: Class 10 contains 5270 members 
Mstep: Class 11 contains 1542 members 
Mstep: Class 12 contains 29147 members 
Mstep: Class 13 contains 8524 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 4038 members 
Mstep: Class 16 contains 19169 members 
Mstep: Class 17 contains 2152 members 
Mstep: Class 18 contains 4254 members 
Mstep: Class 19 contains 1010 members 
Mstep: Class 20 contains 1589 members 
Mstep: Class 21 contains 26208 members 
Mstep: Class 22 contains 4532 members 
Mstep: Class 23 contains 528 members 
Mstep: Class 24 contains 10872 members 
Mstep: Class 25 contains 13435 members 
Mstep: Class 26 contains 24873 members 
Mstep: Class 27 contains 15727 members 
Mstep: Class 28 contains 1435 members 
Mstep: Class 29 contains 7762 members 
Mstep: Class 30 contains 13197 members 
Mstep: Class 31 contains 3776 members 
Mstep: Class 32 contains 2329 members 
Mstep: Class 33 contains 3058 members 
Mstep: Class 34 contains 1486 members 
Mstep: Class 35 contains 430 members 
Mstep: Class 36 contains 13706 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 31897 members 
Mstep: Class 39 contains 1651 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3388 members 
Mstep: Class 42 contains 3862 members 
Mstep: Class 43 contains 15479 members 
Mstep: Class 44 contains 14185 members 
Mstep: Class 45 contains 13167 members 
Mstep: Class 46 contains 2964 members 
Mstep: Class 47 contains 9999 members 
Mstep: Class 48 contains 2680 members 
Mstep: Class 49 contains 12679 members 
Mstep: Class 50 contains 749 members 
Mstep: Class 51 contains 1365 members 
Mstep: Class 52 contains 1575 members 
Mstep: Class 53 contains 1523 members 
Mstep: Class 54 contains 16939 members 
Mstep: Class 55 contains 3809 members 
Mstep: Class 56 contains 1244 members 
Mstep: Class 57 contains 21164 members 
Mstep: Class 58 contains 6484 members 
Mstep: Class 59 contains 7197 members 
Mstep: Class 60 contains 1343 members 
Mstep: Class 61 contains 1915 members 
Mstep: Class 62 contains 11987 members 
Mstep: Class 63 contains 14228 members 
Mstep: Class 64 contains 5293 members 
Mstep: Class 65 contains 1108 members 
Mstep: Class 66 contains 1689 members 
Mstep: Class 67 contains 1080 members 
Mstep: Class 68 contains 939 members 
Mstep: Class 69 contains 15795 members 
Mstep: Class 70 contains 14793 members 
Mstep: Class 71 contains 19104 members 
Mstep: Class 72 contains 20954 members 
Mstep: Class 73 contains 918 members 
Mstep: Class 74 contains 1763 members 
Mstep: Class 75 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85916144.000000 Penalty: 162178.187500
Iteration 120F: 76 clusters Score -8.591614e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1644 members 
Mstep: Class 3 contains 18953 members 
Mstep: Class 4 contains 1307 members 
Mstep: Class 5 contains 29282 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 7 contains 14549 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11034 members 
Mstep: Class 10 contains 5230 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 28813 members 
Mstep: Class 13 contains 8510 members 
Mstep: Class 14 contains 11259 members 
Mstep: Class 15 contains 4080 members 
Mstep: Class 16 contains 19512 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 4208 members 
Mstep: Class 19 contains 1042 members 
Mstep: Class 20 contains 1572 members 
Mstep: Class 21 contains 25162 members 
Mstep: Class 22 contains 4384 members 
Mstep: Class 23 contains 519 members 
Mstep: Class 24 contains 10759 members 
Mstep: Class 25 contains 13408 members 
Mstep: Class 26 contains 24833 members 
Mstep: Class 27 contains 15629 members 
Mstep: Class 28 contains 1515 members 
Mstep: Class 29 contains 7697 members 
Mstep: Class 30 contains 12909 members 
Mstep: Class 31 contains 3781 members 
Mstep: Class 32 contains 2223 members 
Mstep: Class 33 contains 3043 members 
Mstep: Class 34 contains 1568 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 13644 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31855 members 
Mstep: Class 39 contains 1655 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3392 members 
Mstep: Class 42 contains 3838 members 
Mstep: Class 43 contains 15670 members 
Mstep: Class 44 contains 14161 members 
Mstep: Class 45 contains 13172 members 
Mstep: Class 46 contains 2977 members 
Mstep: Class 47 contains 10334 members 
Mstep: Class 48 contains 2591 members 
Mstep: Class 49 contains 12662 members 
Mstep: Class 50 contains 735 members 
Mstep: Class 51 contains 1371 members 
Mstep: Class 52 contains 1546 members 
Mstep: Class 53 contains 1533 members 
Mstep: Class 54 contains 17154 members 
Mstep: Class 55 contains 3840 members 
Mstep: Class 56 contains 1228 members 
Mstep: Class 57 contains 20747 members 
Mstep: Class 58 contains 6465 members 
Mstep: Class 59 contains 7108 members 
Mstep: Class 60 contains 1263 members 
Mstep: Class 61 contains 2057 members 
Mstep: Class 62 contains 12556 members 
Mstep: Class 63 contains 14411 members 
Mstep: Class 64 contains 5526 members 
Mstep: Class 65 contains 1243 members 
Mstep: Class 66 contains 1758 members 
Mstep: Class 67 contains 1110 members 
Mstep: Class 68 contains 1014 members 
Mstep: Class 69 contains 16134 members 
Mstep: Class 70 contains 15184 members 
Mstep: Class 71 contains 18813 members 
Mstep: Class 72 contains 21044 members 
Mstep: Class 73 contains 1040 members 
Mstep: Class 74 contains 1796 members 
Mstep: Class 75 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85920376.000000 Penalty: 162178.187500
Iteration 121Q: 76 clusters Score -8.592038e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1602 members 
Mstep: Class 3 contains 18819 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 29322 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 14486 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11027 members 
Mstep: Class 10 contains 5192 members 
Mstep: Class 11 contains 1518 members 
Mstep: Class 12 contains 28505 members 
Mstep: Class 13 contains 8487 members 
Mstep: Class 14 contains 11241 members 
Mstep: Class 15 contains 4138 members 
Mstep: Class 16 contains 19882 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 4161 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 1559 members 
Mstep: Class 21 contains 24488 members 
Mstep: Class 22 contains 4327 members 
Mstep: Class 23 contains 516 members 
Mstep: Class 24 contains 10732 members 
Mstep: Class 25 contains 13415 members 
Mstep: Class 26 contains 24819 members 
Mstep: Class 27 contains 15547 members 
Mstep: Class 28 contains 1553 members 
Mstep: Class 29 contains 7690 members 
Mstep: Class 30 contains 12652 members 
Mstep: Class 31 contains 3787 members 
Mstep: Class 32 contains 2177 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 1620 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 13592 members 
Mstep: Class 37 contains 595 members 
Mstep: Class 38 contains 31831 members 
Mstep: Class 39 contains 1673 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3418 members 
Mstep: Class 42 contains 3825 members 
Mstep: Class 43 contains 15861 members 
Mstep: Class 44 contains 14173 members 
Mstep: Class 45 contains 13179 members 
Mstep: Class 46 contains 3007 members 
Mstep: Class 47 contains 10619 members 
Mstep: Class 48 contains 2572 members 
Mstep: Class 49 contains 12668 members 
Mstep: Class 50 contains 731 members 
Mstep: Class 51 contains 1377 members 
Mstep: Class 52 contains 1528 members 
Mstep: Class 53 contains 1556 members 
Mstep: Class 54 contains 17310 members 
Mstep: Class 55 contains 3834 members 
Mstep: Class 56 contains 1227 members 
Mstep: Class 57 contains 20402 members 
Mstep: Class 58 contains 6445 members 
Mstep: Class 59 contains 7040 members 
Mstep: Class 60 contains 1231 members 
Mstep: Class 61 contains 2085 members 
Mstep: Class 62 contains 12920 members 
Mstep: Class 63 contains 14511 members 
Mstep: Class 64 contains 5584 members 
Mstep: Class 65 contains 1298 members 
Mstep: Class 66 contains 1798 members 
Mstep: Class 67 contains 1126 members 
Mstep: Class 68 contains 1049 members 
Mstep: Class 69 contains 16385 members 
Mstep: Class 70 contains 15395 members 
Mstep: Class 71 contains 18603 members 
Mstep: Class 72 contains 21048 members 
Mstep: Class 73 contains 1056 members 
Mstep: Class 74 contains 1843 members 
Mstep: Class 75 contains 1810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85922016.000000 Penalty: 162178.187500
Iteration 122Q: 76 clusters Score -8.592202e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1566 members 
Mstep: Class 3 contains 18683 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 29357 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 14487 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11028 members 
Mstep: Class 10 contains 5165 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 28190 members 
Mstep: Class 13 contains 8460 members 
Mstep: Class 14 contains 11223 members 
Mstep: Class 15 contains 4187 members 
Mstep: Class 16 contains 20216 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 4113 members 
Mstep: Class 19 contains 1141 members 
Mstep: Class 20 contains 1555 members 
Mstep: Class 21 contains 23957 members 
Mstep: Class 22 contains 4292 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 10719 members 
Mstep: Class 25 contains 13420 members 
Mstep: Class 26 contains 24819 members 
Mstep: Class 27 contains 15492 members 
Mstep: Class 28 contains 1572 members 
Mstep: Class 29 contains 7695 members 
Mstep: Class 30 contains 12435 members 
Mstep: Class 31 contains 3795 members 
Mstep: Class 32 contains 2134 members 
Mstep: Class 33 contains 3043 members 
Mstep: Class 34 contains 1640 members 
Mstep: Class 35 contains 660 members 
Mstep: Class 36 contains 13543 members 
Mstep: Class 37 contains 592 members 
Mstep: Class 38 contains 31802 members 
Mstep: Class 39 contains 1676 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3434 members 
Mstep: Class 42 contains 3819 members 
Mstep: Class 43 contains 16009 members 
Mstep: Class 44 contains 14199 members 
Mstep: Class 45 contains 13186 members 
Mstep: Class 46 contains 3042 members 
Mstep: Class 47 contains 10883 members 
Mstep: Class 48 contains 2566 members 
Mstep: Class 49 contains 12679 members 
Mstep: Class 50 contains 737 members 
Mstep: Class 51 contains 1390 members 
Mstep: Class 52 contains 1518 members 
Mstep: Class 53 contains 1570 members 
Mstep: Class 54 contains 17421 members 
Mstep: Class 55 contains 3814 members 
Mstep: Class 56 contains 1231 members 
Mstep: Class 57 contains 20091 members 
Mstep: Class 58 contains 6415 members 
Mstep: Class 59 contains 7012 members 
Mstep: Class 60 contains 1207 members 
Mstep: Class 61 contains 2090 members 
Mstep: Class 62 contains 13206 members 
Mstep: Class 63 contains 14562 members 
Mstep: Class 64 contains 5620 members 
Mstep: Class 65 contains 1333 members 
Mstep: Class 66 contains 1836 members 
Mstep: Class 67 contains 1131 members 
Mstep: Class 68 contains 1079 members 
Mstep: Class 69 contains 16700 members 
Mstep: Class 70 contains 15538 members 
Mstep: Class 71 contains 18440 members 
Mstep: Class 72 contains 21031 members 
Mstep: Class 73 contains 1056 members 
Mstep: Class 74 contains 1879 members 
Mstep: Class 75 contains 1900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85923328.000000 Penalty: 162178.187500
Iteration 123Q: 76 clusters Score -8.592333e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1544 members 
Mstep: Class 3 contains 18568 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 29364 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 14486 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11040 members 
Mstep: Class 10 contains 5142 members 
Mstep: Class 11 contains 1518 members 
Mstep: Class 12 contains 27912 members 
Mstep: Class 13 contains 8429 members 
Mstep: Class 14 contains 11205 members 
Mstep: Class 15 contains 4236 members 
Mstep: Class 16 contains 20478 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 4070 members 
Mstep: Class 19 contains 1188 members 
Mstep: Class 20 contains 1549 members 
Mstep: Class 21 contains 23521 members 
Mstep: Class 22 contains 4289 members 
Mstep: Class 23 contains 516 members 
Mstep: Class 24 contains 10697 members 
Mstep: Class 25 contains 13438 members 
Mstep: Class 26 contains 24814 members 
Mstep: Class 27 contains 15436 members 
Mstep: Class 28 contains 1587 members 
Mstep: Class 29 contains 7681 members 
Mstep: Class 30 contains 12254 members 
Mstep: Class 31 contains 3795 members 
Mstep: Class 32 contains 2113 members 
Mstep: Class 33 contains 3048 members 
Mstep: Class 34 contains 1658 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 13503 members 
Mstep: Class 37 contains 586 members 
Mstep: Class 38 contains 31792 members 
Mstep: Class 39 contains 1674 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3812 members 
Mstep: Class 43 contains 16119 members 
Mstep: Class 44 contains 14224 members 
Mstep: Class 45 contains 13198 members 
Mstep: Class 46 contains 3078 members 
Mstep: Class 47 contains 11123 members 
Mstep: Class 48 contains 2574 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 739 members 
Mstep: Class 51 contains 1398 members 
Mstep: Class 52 contains 1512 members 
Mstep: Class 53 contains 1571 members 
Mstep: Class 54 contains 17487 members 
Mstep: Class 55 contains 3765 members 
Mstep: Class 56 contains 1235 members 
Mstep: Class 57 contains 19828 members 
Mstep: Class 58 contains 6388 members 
Mstep: Class 59 contains 6977 members 
Mstep: Class 60 contains 1190 members 
Mstep: Class 61 contains 2082 members 
Mstep: Class 62 contains 13429 members 
Mstep: Class 63 contains 14608 members 
Mstep: Class 64 contains 5647 members 
Mstep: Class 65 contains 1351 members 
Mstep: Class 66 contains 1851 members 
Mstep: Class 67 contains 1136 members 
Mstep: Class 68 contains 1097 members 
Mstep: Class 69 contains 17035 members 
Mstep: Class 70 contains 15643 members 
Mstep: Class 71 contains 18319 members 
Mstep: Class 72 contains 21029 members 
Mstep: Class 73 contains 1059 members 
Mstep: Class 74 contains 1935 members 
Mstep: Class 75 contains 1970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85924312.000000 Penalty: 162178.187500
Iteration 124Q: 76 clusters Score -8.592431e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1528 members 
Mstep: Class 3 contains 18460 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 29372 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 14486 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11038 members 
Mstep: Class 10 contains 5121 members 
Mstep: Class 11 contains 1517 members 
Mstep: Class 12 contains 27656 members 
Mstep: Class 13 contains 8391 members 
Mstep: Class 14 contains 11197 members 
Mstep: Class 15 contains 4291 members 
Mstep: Class 16 contains 20657 members 
Mstep: Class 17 contains 2032 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 1547 members 
Mstep: Class 21 contains 23170 members 
Mstep: Class 22 contains 4284 members 
Mstep: Class 23 contains 516 members 
Mstep: Class 24 contains 10695 members 
Mstep: Class 25 contains 13469 members 
Mstep: Class 26 contains 24802 members 
Mstep: Class 27 contains 15388 members 
Mstep: Class 28 contains 1599 members 
Mstep: Class 29 contains 7678 members 
Mstep: Class 30 contains 12106 members 
Mstep: Class 31 contains 3788 members 
Mstep: Class 32 contains 2094 members 
Mstep: Class 33 contains 3051 members 
Mstep: Class 34 contains 1664 members 
Mstep: Class 35 contains 652 members 
Mstep: Class 36 contains 13469 members 
Mstep: Class 37 contains 586 members 
Mstep: Class 38 contains 31782 members 
Mstep: Class 39 contains 1664 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3465 members 
Mstep: Class 42 contains 3803 members 
Mstep: Class 43 contains 16221 members 
Mstep: Class 44 contains 14247 members 
Mstep: Class 45 contains 13207 members 
Mstep: Class 46 contains 3109 members 
Mstep: Class 47 contains 11344 members 
Mstep: Class 48 contains 2582 members 
Mstep: Class 49 contains 12705 members 
Mstep: Class 50 contains 746 members 
Mstep: Class 51 contains 1407 members 
Mstep: Class 52 contains 1512 members 
Mstep: Class 53 contains 1576 members 
Mstep: Class 54 contains 17528 members 
Mstep: Class 55 contains 3733 members 
Mstep: Class 56 contains 1243 members 
Mstep: Class 57 contains 19593 members 
Mstep: Class 58 contains 6367 members 
Mstep: Class 59 contains 6954 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 2084 members 
Mstep: Class 62 contains 13587 members 
Mstep: Class 63 contains 14672 members 
Mstep: Class 64 contains 5664 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1852 members 
Mstep: Class 67 contains 1140 members 
Mstep: Class 68 contains 1110 members 
Mstep: Class 69 contains 17368 members 
Mstep: Class 70 contains 15716 members 
Mstep: Class 71 contains 18224 members 
Mstep: Class 72 contains 21032 members 
Mstep: Class 73 contains 1062 members 
Mstep: Class 74 contains 1967 members 
Mstep: Class 75 contains 2011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85925104.000000 Penalty: 162178.187500
Iteration 125Q: 76 clusters Score -8.59251e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 18354 members 
Mstep: Class 4 contains 1277 members 
Mstep: Class 5 contains 29391 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 14484 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11040 members 
Mstep: Class 10 contains 5100 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 27396 members 
Mstep: Class 13 contains 8369 members 
Mstep: Class 14 contains 11188 members 
Mstep: Class 15 contains 4329 members 
Mstep: Class 16 contains 20773 members 
Mstep: Class 17 contains 2008 members 
Mstep: Class 18 contains 4043 members 
Mstep: Class 19 contains 1255 members 
Mstep: Class 20 contains 1544 members 
Mstep: Class 21 contains 22873 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 516 members 
Mstep: Class 24 contains 10685 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 24797 members 
Mstep: Class 27 contains 15345 members 
Mstep: Class 28 contains 1606 members 
Mstep: Class 29 contains 7675 members 
Mstep: Class 30 contains 11996 members 
Mstep: Class 31 contains 3788 members 
Mstep: Class 32 contains 2082 members 
Mstep: Class 33 contains 3055 members 
Mstep: Class 34 contains 1671 members 
Mstep: Class 35 contains 650 members 
Mstep: Class 36 contains 13447 members 
Mstep: Class 37 contains 591 members 
Mstep: Class 38 contains 31769 members 
Mstep: Class 39 contains 1662 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3475 members 
Mstep: Class 42 contains 3795 members 
Mstep: Class 43 contains 16311 members 
Mstep: Class 44 contains 14290 members 
Mstep: Class 45 contains 13205 members 
Mstep: Class 46 contains 3145 members 
Mstep: Class 47 contains 11563 members 
Mstep: Class 48 contains 2601 members 
Mstep: Class 49 contains 12712 members 
Mstep: Class 50 contains 751 members 
Mstep: Class 51 contains 1411 members 
Mstep: Class 52 contains 1512 members 
Mstep: Class 53 contains 1580 members 
Mstep: Class 54 contains 17533 members 
Mstep: Class 55 contains 3689 members 
Mstep: Class 56 contains 1248 members 
Mstep: Class 57 contains 19357 members 
Mstep: Class 58 contains 6337 members 
Mstep: Class 59 contains 6943 members 
Mstep: Class 60 contains 1168 members 
Mstep: Class 61 contains 2070 members 
Mstep: Class 62 contains 13732 members 
Mstep: Class 63 contains 14774 members 
Mstep: Class 64 contains 5692 members 
Mstep: Class 65 contains 1369 members 
Mstep: Class 66 contains 1852 members 
Mstep: Class 67 contains 1143 members 
Mstep: Class 68 contains 1117 members 
Mstep: Class 69 contains 17705 members 
Mstep: Class 70 contains 15758 members 
Mstep: Class 71 contains 18128 members 
Mstep: Class 72 contains 21047 members 
Mstep: Class 73 contains 1063 members 
Mstep: Class 74 contains 1992 members 
Mstep: Class 75 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85925912.000000 Penalty: 162178.187500
Iteration 126Q: 76 clusters Score -8.592591e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 18255 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 29417 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 14483 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11038 members 
Mstep: Class 10 contains 5090 members 
Mstep: Class 11 contains 1533 members 
Mstep: Class 12 contains 27147 members 
Mstep: Class 13 contains 8352 members 
Mstep: Class 14 contains 11177 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 20877 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 4029 members 
Mstep: Class 19 contains 1294 members 
Mstep: Class 20 contains 1535 members 
Mstep: Class 21 contains 22642 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 515 members 
Mstep: Class 24 contains 10682 members 
Mstep: Class 25 contains 13503 members 
Mstep: Class 26 contains 24791 members 
Mstep: Class 27 contains 15301 members 
Mstep: Class 28 contains 1612 members 
Mstep: Class 29 contains 7684 members 
Mstep: Class 30 contains 11865 members 
Mstep: Class 31 contains 3793 members 
Mstep: Class 32 contains 2077 members 
Mstep: Class 33 contains 3051 members 
Mstep: Class 34 contains 1677 members 
Mstep: Class 35 contains 652 members 
Mstep: Class 36 contains 13432 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 31750 members 
Mstep: Class 39 contains 1659 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3491 members 
Mstep: Class 42 contains 3786 members 
Mstep: Class 43 contains 16394 members 
Mstep: Class 44 contains 14305 members 
Mstep: Class 45 contains 13207 members 
Mstep: Class 46 contains 3179 members 
Mstep: Class 47 contains 11766 members 
Mstep: Class 48 contains 2619 members 
Mstep: Class 49 contains 12709 members 
Mstep: Class 50 contains 756 members 
Mstep: Class 51 contains 1422 members 
Mstep: Class 52 contains 1509 members 
Mstep: Class 53 contains 1584 members 
Mstep: Class 54 contains 17526 members 
Mstep: Class 55 contains 3658 members 
Mstep: Class 56 contains 1259 members 
Mstep: Class 57 contains 19155 members 
Mstep: Class 58 contains 6307 members 
Mstep: Class 59 contains 6931 members 
Mstep: Class 60 contains 1163 members 
Mstep: Class 61 contains 2046 members 
Mstep: Class 62 contains 13859 members 
Mstep: Class 63 contains 14895 members 
Mstep: Class 64 contains 5701 members 
Mstep: Class 65 contains 1370 members 
Mstep: Class 66 contains 1851 members 
Mstep: Class 67 contains 1153 members 
Mstep: Class 68 contains 1120 members 
Mstep: Class 69 contains 18044 members 
Mstep: Class 70 contains 15775 members 
Mstep: Class 71 contains 18024 members 
Mstep: Class 72 contains 21030 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2022 members 
Mstep: Class 75 contains 2058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85926280.000000 Penalty: 162178.187500
Iteration 127Q: 76 clusters Score -8.592628e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1511 members 
Mstep: Class 3 contains 18157 members 
Mstep: Class 4 contains 1266 members 
Mstep: Class 5 contains 29441 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 14481 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11037 members 
Mstep: Class 10 contains 5075 members 
Mstep: Class 11 contains 1545 members 
Mstep: Class 12 contains 26887 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 11175 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 20964 members 
Mstep: Class 17 contains 1976 members 
Mstep: Class 18 contains 4019 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 1528 members 
Mstep: Class 21 contains 22473 members 
Mstep: Class 22 contains 4279 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 10676 members 
Mstep: Class 25 contains 13505 members 
Mstep: Class 26 contains 24782 members 
Mstep: Class 27 contains 15264 members 
Mstep: Class 28 contains 1613 members 
Mstep: Class 29 contains 7693 members 
Mstep: Class 30 contains 11739 members 
Mstep: Class 31 contains 3799 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 3052 members 
Mstep: Class 34 contains 1683 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 13411 members 
Mstep: Class 37 contains 599 members 
Mstep: Class 38 contains 31731 members 
Mstep: Class 39 contains 1655 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3504 members 
Mstep: Class 42 contains 3776 members 
Mstep: Class 43 contains 16485 members 
Mstep: Class 44 contains 14332 members 
Mstep: Class 45 contains 13210 members 
Mstep: Class 46 contains 3212 members 
Mstep: Class 47 contains 11955 members 
Mstep: Class 48 contains 2629 members 
Mstep: Class 49 contains 12711 members 
Mstep: Class 50 contains 760 members 
Mstep: Class 51 contains 1436 members 
Mstep: Class 52 contains 1509 members 
Mstep: Class 53 contains 1593 members 
Mstep: Class 54 contains 17527 members 
Mstep: Class 55 contains 3636 members 
Mstep: Class 56 contains 1264 members 
Mstep: Class 57 contains 18944 members 
Mstep: Class 58 contains 6286 members 
Mstep: Class 59 contains 6926 members 
Mstep: Class 60 contains 1162 members 
Mstep: Class 61 contains 2037 members 
Mstep: Class 62 contains 13968 members 
Mstep: Class 63 contains 15014 members 
Mstep: Class 64 contains 5709 members 
Mstep: Class 65 contains 1369 members 
Mstep: Class 66 contains 1843 members 
Mstep: Class 67 contains 1152 members 
Mstep: Class 68 contains 1132 members 
Mstep: Class 69 contains 18364 members 
Mstep: Class 70 contains 15774 members 
Mstep: Class 71 contains 17954 members 
Mstep: Class 72 contains 21000 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2050 members 
Mstep: Class 75 contains 2069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927032.000000 Penalty: 162178.187500
Iteration 128Q: 76 clusters Score -8.592703e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1510 members 
Mstep: Class 3 contains 18077 members 
Mstep: Class 4 contains 1264 members 
Mstep: Class 5 contains 29458 members 
Mstep: Class 6 contains 1575 members 
Mstep: Class 7 contains 14478 members 
Mstep: Class 8 contains 213 members 
Mstep: Class 9 contains 11036 members 
Mstep: Class 10 contains 5062 members 
Mstep: Class 11 contains 1554 members 
Mstep: Class 12 contains 26644 members 
Mstep: Class 13 contains 8330 members 
Mstep: Class 14 contains 11179 members 
Mstep: Class 15 contains 4420 members 
Mstep: Class 16 contains 21030 members 
Mstep: Class 17 contains 1955 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 1376 members 
Mstep: Class 20 contains 1519 members 
Mstep: Class 21 contains 22342 members 
Mstep: Class 22 contains 4277 members 
Mstep: Class 23 contains 514 members 
Mstep: Class 24 contains 10667 members 
Mstep: Class 25 contains 13515 members 
Mstep: Class 26 contains 24776 members 
Mstep: Class 27 contains 15216 members 
Mstep: Class 28 contains 1614 members 
Mstep: Class 29 contains 7685 members 
Mstep: Class 30 contains 11622 members 
Mstep: Class 31 contains 3816 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 3049 members 
Mstep: Class 34 contains 1687 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 13384 members 
Mstep: Class 37 contains 603 members 
Mstep: Class 38 contains 31709 members 
Mstep: Class 39 contains 1644 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3508 members 
Mstep: Class 42 contains 3770 members 
Mstep: Class 43 contains 16581 members 
Mstep: Class 44 contains 14358 members 
Mstep: Class 45 contains 13216 members 
Mstep: Class 46 contains 3236 members 
Mstep: Class 47 contains 12147 members 
Mstep: Class 48 contains 2637 members 
Mstep: Class 49 contains 12716 members 
Mstep: Class 50 contains 764 members 
Mstep: Class 51 contains 1451 members 
Mstep: Class 52 contains 1508 members 
Mstep: Class 53 contains 1594 members 
Mstep: Class 54 contains 17540 members 
Mstep: Class 55 contains 3620 members 
Mstep: Class 56 contains 1264 members 
Mstep: Class 57 contains 18748 members 
Mstep: Class 58 contains 6263 members 
Mstep: Class 59 contains 6926 members 
Mstep: Class 60 contains 1160 members 
Mstep: Class 61 contains 2016 members 
Mstep: Class 62 contains 14055 members 
Mstep: Class 63 contains 15123 members 
Mstep: Class 64 contains 5721 members 
Mstep: Class 65 contains 1374 members 
Mstep: Class 66 contains 1841 members 
Mstep: Class 67 contains 1152 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 18646 members 
Mstep: Class 70 contains 15769 members 
Mstep: Class 71 contains 17892 members 
Mstep: Class 72 contains 20973 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2070 members 
Mstep: Class 75 contains 2089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85927704.000000 Penalty: 162178.187500
Iteration 129Q: 76 clusters Score -8.59277e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 1264 members 
Mstep: Class 5 contains 29471 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 14477 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11034 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 26388 members 
Mstep: Class 13 contains 8325 members 
Mstep: Class 14 contains 11181 members 
Mstep: Class 15 contains 4448 members 
Mstep: Class 16 contains 21090 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 4005 members 
Mstep: Class 19 contains 1403 members 
Mstep: Class 20 contains 1514 members 
Mstep: Class 21 contains 22231 members 
Mstep: Class 22 contains 4278 members 
Mstep: Class 23 contains 513 members 
Mstep: Class 24 contains 10665 members 
Mstep: Class 25 contains 13516 members 
Mstep: Class 26 contains 24768 members 
Mstep: Class 27 contains 15170 members 
Mstep: Class 28 contains 1617 members 
Mstep: Class 29 contains 7677 members 
Mstep: Class 30 contains 11511 members 
Mstep: Class 31 contains 3828 members 
Mstep: Class 32 contains 2076 members 
Mstep: Class 33 contains 3048 members 
Mstep: Class 34 contains 1688 members 
Mstep: Class 35 contains 655 members 
Mstep: Class 36 contains 13345 members 
Mstep: Class 37 contains 608 members 
Mstep: Class 38 contains 31691 members 
Mstep: Class 39 contains 1634 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3512 members 
Mstep: Class 42 contains 3761 members 
Mstep: Class 43 contains 16717 members 
Mstep: Class 44 contains 14387 members 
Mstep: Class 45 contains 13224 members 
Mstep: Class 46 contains 3260 members 
Mstep: Class 47 contains 12338 members 
Mstep: Class 48 contains 2644 members 
Mstep: Class 49 contains 12717 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1458 members 
Mstep: Class 52 contains 1503 members 
Mstep: Class 53 contains 1596 members 
Mstep: Class 54 contains 17557 members 
Mstep: Class 55 contains 3607 members 
Mstep: Class 56 contains 1265 members 
Mstep: Class 57 contains 18557 members 
Mstep: Class 58 contains 6245 members 
Mstep: Class 59 contains 6923 members 
Mstep: Class 60 contains 1162 members 
Mstep: Class 61 contains 2004 members 
Mstep: Class 62 contains 14121 members 
Mstep: Class 63 contains 15230 members 
Mstep: Class 64 contains 5730 members 
Mstep: Class 65 contains 1380 members 
Mstep: Class 66 contains 1839 members 
Mstep: Class 67 contains 1152 members 
Mstep: Class 68 contains 1138 members 
Mstep: Class 69 contains 18908 members 
Mstep: Class 70 contains 15763 members 
Mstep: Class 71 contains 17826 members 
Mstep: Class 72 contains 20967 members 
Mstep: Class 73 contains 1067 members 
Mstep: Class 74 contains 2087 members 
Mstep: Class 75 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928000.000000 Penalty: 162178.187500
Iteration 130Q: 76 clusters Score -8.5928e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 17915 members 
Mstep: Class 4 contains 1264 members 
Mstep: Class 5 contains 29478 members 
Mstep: Class 6 contains 1568 members 
Mstep: Class 7 contains 14478 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11035 members 
Mstep: Class 10 contains 5039 members 
Mstep: Class 11 contains 1577 members 
Mstep: Class 12 contains 26163 members 
Mstep: Class 13 contains 8313 members 
Mstep: Class 14 contains 11183 members 
Mstep: Class 15 contains 4481 members 
Mstep: Class 16 contains 21134 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 3994 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 1506 members 
Mstep: Class 21 contains 22125 members 
Mstep: Class 22 contains 4280 members 
Mstep: Class 23 contains 512 members 
Mstep: Class 24 contains 10661 members 
Mstep: Class 25 contains 13519 members 
Mstep: Class 26 contains 24757 members 
Mstep: Class 27 contains 15119 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 7674 members 
Mstep: Class 30 contains 11398 members 
Mstep: Class 31 contains 3841 members 
Mstep: Class 32 contains 2072 members 
Mstep: Class 33 contains 3048 members 
Mstep: Class 34 contains 1695 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 13313 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 31675 members 
Mstep: Class 39 contains 1631 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3516 members 
Mstep: Class 42 contains 3754 members 
Mstep: Class 43 contains 16843 members 
Mstep: Class 44 contains 14413 members 
Mstep: Class 45 contains 13233 members 
Mstep: Class 46 contains 3292 members 
Mstep: Class 47 contains 12506 members 
Mstep: Class 48 contains 2652 members 
Mstep: Class 49 contains 12717 members 
Mstep: Class 50 contains 770 members 
Mstep: Class 51 contains 1464 members 
Mstep: Class 52 contains 1501 members 
Mstep: Class 53 contains 1595 members 
Mstep: Class 54 contains 17560 members 
Mstep: Class 55 contains 3589 members 
Mstep: Class 56 contains 1268 members 
Mstep: Class 57 contains 18394 members 
Mstep: Class 58 contains 6229 members 
Mstep: Class 59 contains 6921 members 
Mstep: Class 60 contains 1165 members 
Mstep: Class 61 contains 1990 members 
Mstep: Class 62 contains 14192 members 
Mstep: Class 63 contains 15346 members 
Mstep: Class 64 contains 5741 members 
Mstep: Class 65 contains 1386 members 
Mstep: Class 66 contains 1834 members 
Mstep: Class 67 contains 1156 members 
Mstep: Class 68 contains 1142 members 
Mstep: Class 69 contains 19152 members 
Mstep: Class 70 contains 15740 members 
Mstep: Class 71 contains 17769 members 
Mstep: Class 72 contains 20954 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2104 members 
Mstep: Class 75 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928360.000000 Penalty: 162178.187500
Iteration 131Q: 76 clusters Score -8.592836e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 17844 members 
Mstep: Class 4 contains 1265 members 
Mstep: Class 5 contains 29483 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 14477 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 5019 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 25960 members 
Mstep: Class 13 contains 8311 members 
Mstep: Class 14 contains 11181 members 
Mstep: Class 15 contains 4514 members 
Mstep: Class 16 contains 21172 members 
Mstep: Class 17 contains 1902 members 
Mstep: Class 18 contains 3990 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 1503 members 
Mstep: Class 21 contains 22019 members 
Mstep: Class 22 contains 4279 members 
Mstep: Class 23 contains 512 members 
Mstep: Class 24 contains 10658 members 
Mstep: Class 25 contains 13518 members 
Mstep: Class 26 contains 24755 members 
Mstep: Class 27 contains 15087 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 7665 members 
Mstep: Class 30 contains 11287 members 
Mstep: Class 31 contains 3847 members 
Mstep: Class 32 contains 2069 members 
Mstep: Class 33 contains 3043 members 
Mstep: Class 34 contains 1700 members 
Mstep: Class 35 contains 655 members 
Mstep: Class 36 contains 13284 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 31667 members 
Mstep: Class 39 contains 1627 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3522 members 
Mstep: Class 42 contains 3751 members 
Mstep: Class 43 contains 16990 members 
Mstep: Class 44 contains 14442 members 
Mstep: Class 45 contains 13239 members 
Mstep: Class 46 contains 3324 members 
Mstep: Class 47 contains 12670 members 
Mstep: Class 48 contains 2654 members 
Mstep: Class 49 contains 12723 members 
Mstep: Class 50 contains 770 members 
Mstep: Class 51 contains 1469 members 
Mstep: Class 52 contains 1498 members 
Mstep: Class 53 contains 1594 members 
Mstep: Class 54 contains 17557 members 
Mstep: Class 55 contains 3575 members 
Mstep: Class 56 contains 1268 members 
Mstep: Class 57 contains 18241 members 
Mstep: Class 58 contains 6218 members 
Mstep: Class 59 contains 6919 members 
Mstep: Class 60 contains 1169 members 
Mstep: Class 61 contains 1971 members 
Mstep: Class 62 contains 14262 members 
Mstep: Class 63 contains 15461 members 
Mstep: Class 64 contains 5757 members 
Mstep: Class 65 contains 1390 members 
Mstep: Class 66 contains 1827 members 
Mstep: Class 67 contains 1158 members 
Mstep: Class 68 contains 1145 members 
Mstep: Class 69 contains 19335 members 
Mstep: Class 70 contains 15723 members 
Mstep: Class 71 contains 17713 members 
Mstep: Class 72 contains 20940 members 
Mstep: Class 73 contains 1071 members 
Mstep: Class 74 contains 2108 members 
Mstep: Class 75 contains 2129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928688.000000 Penalty: 162178.187500
Iteration 132Q: 76 clusters Score -8.592869e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 17794 members 
Mstep: Class 4 contains 1265 members 
Mstep: Class 5 contains 29496 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 14479 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 1591 members 
Mstep: Class 12 contains 25766 members 
Mstep: Class 13 contains 8291 members 
Mstep: Class 14 contains 11173 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 21202 members 
Mstep: Class 17 contains 1888 members 
Mstep: Class 18 contains 3985 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 1499 members 
Mstep: Class 21 contains 21932 members 
Mstep: Class 22 contains 4277 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 10656 members 
Mstep: Class 25 contains 13522 members 
Mstep: Class 26 contains 24751 members 
Mstep: Class 27 contains 15058 members 
Mstep: Class 28 contains 1622 members 
Mstep: Class 29 contains 7663 members 
Mstep: Class 30 contains 11175 members 
Mstep: Class 31 contains 3848 members 
Mstep: Class 32 contains 2069 members 
Mstep: Class 33 contains 3045 members 
Mstep: Class 34 contains 1709 members 
Mstep: Class 35 contains 656 members 
Mstep: Class 36 contains 13257 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 31653 members 
Mstep: Class 39 contains 1625 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3526 members 
Mstep: Class 42 contains 3750 members 
Mstep: Class 43 contains 17123 members 
Mstep: Class 44 contains 14466 members 
Mstep: Class 45 contains 13251 members 
Mstep: Class 46 contains 3361 members 
Mstep: Class 47 contains 12810 members 
Mstep: Class 48 contains 2658 members 
Mstep: Class 49 contains 12724 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1474 members 
Mstep: Class 52 contains 1494 members 
Mstep: Class 53 contains 1594 members 
Mstep: Class 54 contains 17546 members 
Mstep: Class 55 contains 3567 members 
Mstep: Class 56 contains 1272 members 
Mstep: Class 57 contains 18106 members 
Mstep: Class 58 contains 6210 members 
Mstep: Class 59 contains 6911 members 
Mstep: Class 60 contains 1167 members 
Mstep: Class 61 contains 1958 members 
Mstep: Class 62 contains 14320 members 
Mstep: Class 63 contains 15563 members 
Mstep: Class 64 contains 5773 members 
Mstep: Class 65 contains 1391 members 
Mstep: Class 66 contains 1823 members 
Mstep: Class 67 contains 1162 members 
Mstep: Class 68 contains 1147 members 
Mstep: Class 69 contains 19512 members 
Mstep: Class 70 contains 15691 members 
Mstep: Class 71 contains 17685 members 
Mstep: Class 72 contains 20917 members 
Mstep: Class 73 contains 1071 members 
Mstep: Class 74 contains 2109 members 
Mstep: Class 75 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928688.000000 Penalty: 162178.187500
Iteration 133Q: 76 clusters Score -8.592869e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1515 members 
Mstep: Class 3 contains 17772 members 
Mstep: Class 4 contains 1265 members 
Mstep: Class 5 contains 29511 members 
Mstep: Class 6 contains 1553 members 
Mstep: Class 7 contains 14477 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 1591 members 
Mstep: Class 12 contains 25598 members 
Mstep: Class 13 contains 8264 members 
Mstep: Class 14 contains 11171 members 
Mstep: Class 15 contains 4579 members 
Mstep: Class 16 contains 21216 members 
Mstep: Class 17 contains 1868 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 1513 members 
Mstep: Class 20 contains 1496 members 
Mstep: Class 21 contains 21858 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 510 members 
Mstep: Class 24 contains 10655 members 
Mstep: Class 25 contains 13527 members 
Mstep: Class 26 contains 24750 members 
Mstep: Class 27 contains 15029 members 
Mstep: Class 28 contains 1625 members 
Mstep: Class 29 contains 7671 members 
Mstep: Class 30 contains 11071 members 
Mstep: Class 31 contains 3850 members 
Mstep: Class 32 contains 2069 members 
Mstep: Class 33 contains 3045 members 
Mstep: Class 34 contains 1716 members 
Mstep: Class 35 contains 656 members 
Mstep: Class 36 contains 13228 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 31643 members 
Mstep: Class 39 contains 1621 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3533 members 
Mstep: Class 42 contains 3749 members 
Mstep: Class 43 contains 17261 members 
Mstep: Class 44 contains 14499 members 
Mstep: Class 45 contains 13250 members 
Mstep: Class 46 contains 3406 members 
Mstep: Class 47 contains 12952 members 
Mstep: Class 48 contains 2661 members 
Mstep: Class 49 contains 12730 members 
Mstep: Class 50 contains 775 members 
Mstep: Class 51 contains 1474 members 
Mstep: Class 52 contains 1494 members 
Mstep: Class 53 contains 1595 members 
Mstep: Class 54 contains 17521 members 
Mstep: Class 55 contains 3560 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 17986 members 
Mstep: Class 58 contains 6203 members 
Mstep: Class 59 contains 6901 members 
Mstep: Class 60 contains 1166 members 
Mstep: Class 61 contains 1957 members 
Mstep: Class 62 contains 14378 members 
Mstep: Class 63 contains 15664 members 
Mstep: Class 64 contains 5778 members 
Mstep: Class 65 contains 1393 members 
Mstep: Class 66 contains 1821 members 
Mstep: Class 67 contains 1166 members 
Mstep: Class 68 contains 1151 members 
Mstep: Class 69 contains 19646 members 
Mstep: Class 70 contains 15648 members 
Mstep: Class 71 contains 17650 members 
Mstep: Class 72 contains 20889 members 
Mstep: Class 73 contains 1071 members 
Mstep: Class 74 contains 2113 members 
Mstep: Class 75 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928592.000000 Penalty: 162178.187500
Iteration 134Q: 76 clusters Score -8.592859e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 17744 members 
Mstep: Class 4 contains 1263 members 
Mstep: Class 5 contains 29520 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 14477 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 1594 members 
Mstep: Class 12 contains 25482 members 
Mstep: Class 13 contains 8252 members 
Mstep: Class 14 contains 11165 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 21225 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 1533 members 
Mstep: Class 20 contains 1495 members 
Mstep: Class 21 contains 21818 members 
Mstep: Class 22 contains 4272 members 
Mstep: Class 23 contains 507 members 
Mstep: Class 24 contains 10651 members 
Mstep: Class 25 contains 13529 members 
Mstep: Class 26 contains 24748 members 
Mstep: Class 27 contains 14999 members 
Mstep: Class 28 contains 1629 members 
Mstep: Class 29 contains 7680 members 
Mstep: Class 30 contains 10977 members 
Mstep: Class 31 contains 3847 members 
Mstep: Class 32 contains 2070 members 
Mstep: Class 33 contains 3051 members 
Mstep: Class 34 contains 1721 members 
Mstep: Class 35 contains 658 members 
Mstep: Class 36 contains 13196 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 31641 members 
Mstep: Class 39 contains 1614 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3536 members 
Mstep: Class 42 contains 3743 members 
Mstep: Class 43 contains 17339 members 
Mstep: Class 44 contains 14533 members 
Mstep: Class 45 contains 13250 members 
Mstep: Class 46 contains 3439 members 
Mstep: Class 47 contains 13099 members 
Mstep: Class 48 contains 2667 members 
Mstep: Class 49 contains 12727 members 
Mstep: Class 50 contains 775 members 
Mstep: Class 51 contains 1473 members 
Mstep: Class 52 contains 1491 members 
Mstep: Class 53 contains 1597 members 
Mstep: Class 54 contains 17468 members 
Mstep: Class 55 contains 3551 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 17863 members 
Mstep: Class 58 contains 6196 members 
Mstep: Class 59 contains 6897 members 
Mstep: Class 60 contains 1166 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14408 members 
Mstep: Class 63 contains 15761 members 
Mstep: Class 64 contains 5785 members 
Mstep: Class 65 contains 1394 members 
Mstep: Class 66 contains 1816 members 
Mstep: Class 67 contains 1165 members 
Mstep: Class 68 contains 1153 members 
Mstep: Class 69 contains 19815 members 
Mstep: Class 70 contains 15613 members 
Mstep: Class 71 contains 17616 members 
Mstep: Class 72 contains 20862 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2121 members 
Mstep: Class 75 contains 2152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928848.000000 Penalty: 162178.187500
Iteration 135Q: 76 clusters Score -8.592885e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 17715 members 
Mstep: Class 4 contains 1263 members 
Mstep: Class 5 contains 29528 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 14476 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 25368 members 
Mstep: Class 13 contains 8245 members 
Mstep: Class 14 contains 11161 members 
Mstep: Class 15 contains 4643 members 
Mstep: Class 16 contains 21249 members 
Mstep: Class 17 contains 1829 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 1546 members 
Mstep: Class 20 contains 1493 members 
Mstep: Class 21 contains 21753 members 
Mstep: Class 22 contains 4272 members 
Mstep: Class 23 contains 505 members 
Mstep: Class 24 contains 10651 members 
Mstep: Class 25 contains 13539 members 
Mstep: Class 26 contains 24744 members 
Mstep: Class 27 contains 14959 members 
Mstep: Class 28 contains 1635 members 
Mstep: Class 29 contains 7686 members 
Mstep: Class 30 contains 10885 members 
Mstep: Class 31 contains 3845 members 
Mstep: Class 32 contains 2070 members 
Mstep: Class 33 contains 3052 members 
Mstep: Class 34 contains 1726 members 
Mstep: Class 35 contains 660 members 
Mstep: Class 36 contains 13174 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 31636 members 
Mstep: Class 39 contains 1609 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3537 members 
Mstep: Class 42 contains 3739 members 
Mstep: Class 43 contains 17475 members 
Mstep: Class 44 contains 14556 members 
Mstep: Class 45 contains 13258 members 
Mstep: Class 46 contains 3465 members 
Mstep: Class 47 contains 13232 members 
Mstep: Class 48 contains 2675 members 
Mstep: Class 49 contains 12721 members 
Mstep: Class 50 contains 774 members 
Mstep: Class 51 contains 1476 members 
Mstep: Class 52 contains 1487 members 
Mstep: Class 53 contains 1597 members 
Mstep: Class 54 contains 17412 members 
Mstep: Class 55 contains 3536 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 17756 members 
Mstep: Class 58 contains 6195 members 
Mstep: Class 59 contains 6891 members 
Mstep: Class 60 contains 1160 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14450 members 
Mstep: Class 63 contains 15832 members 
Mstep: Class 64 contains 5795 members 
Mstep: Class 65 contains 1394 members 
Mstep: Class 66 contains 1814 members 
Mstep: Class 67 contains 1167 members 
Mstep: Class 68 contains 1153 members 
Mstep: Class 69 contains 19929 members 
Mstep: Class 70 contains 15591 members 
Mstep: Class 71 contains 17592 members 
Mstep: Class 72 contains 20849 members 
Mstep: Class 73 contains 1071 members 
Mstep: Class 74 contains 2130 members 
Mstep: Class 75 contains 2154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85929032.000000 Penalty: 162178.187500
Iteration 136Q: 76 clusters Score -8.592903e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 17704 members 
Mstep: Class 4 contains 1262 members 
Mstep: Class 5 contains 29542 members 
Mstep: Class 6 contains 1551 members 
Mstep: Class 7 contains 14477 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 1600 members 
Mstep: Class 12 contains 25265 members 
Mstep: Class 13 contains 8228 members 
Mstep: Class 14 contains 11157 members 
Mstep: Class 15 contains 4677 members 
Mstep: Class 16 contains 21258 members 
Mstep: Class 17 contains 1813 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 1558 members 
Mstep: Class 20 contains 1494 members 
Mstep: Class 21 contains 21705 members 
Mstep: Class 22 contains 4271 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 10652 members 
Mstep: Class 25 contains 13551 members 
Mstep: Class 26 contains 24744 members 
Mstep: Class 27 contains 14917 members 
Mstep: Class 28 contains 1637 members 
Mstep: Class 29 contains 7691 members 
Mstep: Class 30 contains 10799 members 
Mstep: Class 31 contains 3843 members 
Mstep: Class 32 contains 2070 members 
Mstep: Class 33 contains 3052 members 
Mstep: Class 34 contains 1731 members 
Mstep: Class 35 contains 662 members 
Mstep: Class 36 contains 13149 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 31626 members 
Mstep: Class 39 contains 1609 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3537 members 
Mstep: Class 42 contains 3737 members 
Mstep: Class 43 contains 17584 members 
Mstep: Class 44 contains 14575 members 
Mstep: Class 45 contains 13262 members 
Mstep: Class 46 contains 3489 members 
Mstep: Class 47 contains 13363 members 
Mstep: Class 48 contains 2673 members 
Mstep: Class 49 contains 12715 members 
Mstep: Class 50 contains 774 members 
Mstep: Class 51 contains 1480 members 
Mstep: Class 52 contains 1485 members 
Mstep: Class 53 contains 1599 members 
Mstep: Class 54 contains 17349 members 
Mstep: Class 55 contains 3532 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 17658 members 
Mstep: Class 58 contains 6189 members 
Mstep: Class 59 contains 6891 members 
Mstep: Class 60 contains 1158 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14483 members 
Mstep: Class 63 contains 15903 members 
Mstep: Class 64 contains 5797 members 
Mstep: Class 65 contains 1392 members 
Mstep: Class 66 contains 1812 members 
Mstep: Class 67 contains 1168 members 
Mstep: Class 68 contains 1156 members 
Mstep: Class 69 contains 20053 members 
Mstep: Class 70 contains 15568 members 
Mstep: Class 71 contains 17571 members 
Mstep: Class 72 contains 20827 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2140 members 
Mstep: Class 75 contains 2155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85929232.000000 Penalty: 162178.187500
Iteration 137Q: 76 clusters Score -8.592923e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 17680 members 
Mstep: Class 4 contains 1262 members 
Mstep: Class 5 contains 29546 members 
Mstep: Class 6 contains 1543 members 
Mstep: Class 7 contains 14478 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 4957 members 
Mstep: Class 11 contains 1601 members 
Mstep: Class 12 contains 25169 members 
Mstep: Class 13 contains 8213 members 
Mstep: Class 14 contains 11149 members 
Mstep: Class 15 contains 4701 members 
Mstep: Class 16 contains 21250 members 
Mstep: Class 17 contains 1796 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 1574 members 
Mstep: Class 20 contains 1493 members 
Mstep: Class 21 contains 21671 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 10652 members 
Mstep: Class 25 contains 13564 members 
Mstep: Class 26 contains 24743 members 
Mstep: Class 27 contains 14880 members 
Mstep: Class 28 contains 1640 members 
Mstep: Class 29 contains 7689 members 
Mstep: Class 30 contains 10718 members 
Mstep: Class 31 contains 3839 members 
Mstep: Class 32 contains 2072 members 
Mstep: Class 33 contains 3056 members 
Mstep: Class 34 contains 1730 members 
Mstep: Class 35 contains 662 members 
Mstep: Class 36 contains 13125 members 
Mstep: Class 37 contains 612 members 
Mstep: Class 38 contains 31621 members 
Mstep: Class 39 contains 1602 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3541 members 
Mstep: Class 42 contains 3738 members 
Mstep: Class 43 contains 17733 members 
Mstep: Class 44 contains 14590 members 
Mstep: Class 45 contains 13272 members 
Mstep: Class 46 contains 3509 members 
Mstep: Class 47 contains 13513 members 
Mstep: Class 48 contains 2674 members 
Mstep: Class 49 contains 12717 members 
Mstep: Class 50 contains 775 members 
Mstep: Class 51 contains 1490 members 
Mstep: Class 52 contains 1484 members 
Mstep: Class 53 contains 1600 members 
Mstep: Class 54 contains 17299 members 
Mstep: Class 55 contains 3533 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 17548 members 
Mstep: Class 58 contains 6182 members 
Mstep: Class 59 contains 6892 members 
Mstep: Class 60 contains 1163 members 
Mstep: Class 61 contains 1947 members 
Mstep: Class 62 contains 14524 members 
Mstep: Class 63 contains 15971 members 
Mstep: Class 64 contains 5804 members 
Mstep: Class 65 contains 1391 members 
Mstep: Class 66 contains 1810 members 
Mstep: Class 67 contains 1167 members 
Mstep: Class 68 contains 1157 members 
Mstep: Class 69 contains 20130 members 
Mstep: Class 70 contains 15554 members 
Mstep: Class 71 contains 17545 members 
Mstep: Class 72 contains 20789 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2142 members 
Mstep: Class 75 contains 2157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85929320.000000 Penalty: 162178.187500
Iteration 138Q: 76 clusters Score -8.592932e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1513 members 
Mstep: Class 3 contains 17654 members 
Mstep: Class 4 contains 1263 members 
Mstep: Class 5 contains 29556 members 
Mstep: Class 6 contains 1544 members 
Mstep: Class 7 contains 14477 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 4954 members 
Mstep: Class 11 contains 1605 members 
Mstep: Class 12 contains 25064 members 
Mstep: Class 13 contains 8204 members 
Mstep: Class 14 contains 11141 members 
Mstep: Class 15 contains 4725 members 
Mstep: Class 16 contains 21215 members 
Mstep: Class 17 contains 1781 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 21646 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 10653 members 
Mstep: Class 25 contains 13567 members 
Mstep: Class 26 contains 24740 members 
Mstep: Class 27 contains 14843 members 
Mstep: Class 28 contains 1640 members 
Mstep: Class 29 contains 7692 members 
Mstep: Class 30 contains 10650 members 
Mstep: Class 31 contains 3836 members 
Mstep: Class 32 contains 2074 members 
Mstep: Class 33 contains 3058 members 
Mstep: Class 34 contains 1733 members 
Mstep: Class 35 contains 664 members 
Mstep: Class 36 contains 13103 members 
Mstep: Class 37 contains 613 members 
Mstep: Class 38 contains 31609 members 
Mstep: Class 39 contains 1600 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3545 members 
Mstep: Class 42 contains 3735 members 
Mstep: Class 43 contains 17898 members 
Mstep: Class 44 contains 14608 members 
Mstep: Class 45 contains 13283 members 
Mstep: Class 46 contains 3532 members 
Mstep: Class 47 contains 13657 members 
Mstep: Class 48 contains 2680 members 
Mstep: Class 49 contains 12718 members 
Mstep: Class 50 contains 775 members 
Mstep: Class 51 contains 1493 members 
Mstep: Class 52 contains 1481 members 
Mstep: Class 53 contains 1601 members 
Mstep: Class 54 contains 17252 members 
Mstep: Class 55 contains 3530 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 17441 members 
Mstep: Class 58 contains 6180 members 
Mstep: Class 59 contains 6889 members 
Mstep: Class 60 contains 1164 members 
Mstep: Class 61 contains 1943 members 
Mstep: Class 62 contains 14550 members 
Mstep: Class 63 contains 16070 members 
Mstep: Class 64 contains 5809 members 
Mstep: Class 65 contains 1388 members 
Mstep: Class 66 contains 1808 members 
Mstep: Class 67 contains 1165 members 
Mstep: Class 68 contains 1158 members 
Mstep: Class 69 contains 20193 members 
Mstep: Class 70 contains 15532 members 
Mstep: Class 71 contains 17513 members 
Mstep: Class 72 contains 20758 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2145 members 
Mstep: Class 75 contains 2160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85929272.000000 Penalty: 162178.187500
Iteration 139Q: 76 clusters Score -8.592927e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1513 members 
Mstep: Class 3 contains 17649 members 
Mstep: Class 4 contains 1263 members 
Mstep: Class 5 contains 29556 members 
Mstep: Class 6 contains 1541 members 
Mstep: Class 7 contains 14477 members 
Mstep: Class 8 contains 212 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 1606 members 
Mstep: Class 12 contains 25005 members 
Mstep: Class 13 contains 8196 members 
Mstep: Class 14 contains 11137 members 
Mstep: Class 15 contains 4739 members 
Mstep: Class 16 contains 21182 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 1591 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 21639 members 
Mstep: Class 22 contains 4269 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10652 members 
Mstep: Class 25 contains 13566 members 
Mstep: Class 26 contains 24739 members 
Mstep: Class 27 contains 14806 members 
Mstep: Class 28 contains 1642 members 
Mstep: Class 29 contains 7694 members 
Mstep: Class 30 contains 10580 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 2074 members 
Mstep: Class 33 contains 3058 members 
Mstep: Class 34 contains 1735 members 
Mstep: Class 35 contains 666 members 
Mstep: Class 36 contains 13077 members 
Mstep: Class 37 contains 611 members 
Mstep: Class 38 contains 31605 members 
Mstep: Class 39 contains 1595 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3546 members 
Mstep: Class 42 contains 3733 members 
Mstep: Class 43 contains 18012 members 
Mstep: Class 44 contains 14635 members 
Mstep: Class 45 contains 13290 members 
Mstep: Class 46 contains 3552 members 
Mstep: Class 47 contains 13797 members 
Mstep: Class 48 contains 2690 members 
Mstep: Class 49 contains 12719 members 
Mstep: Class 50 contains 776 members 
Mstep: Class 51 contains 1500 members 
Mstep: Class 52 contains 1480 members 
Mstep: Class 53 contains 1600 members 
Mstep: Class 54 contains 17195 members 
Mstep: Class 55 contains 3523 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 17332 members 
Mstep: Class 58 contains 6176 members 
Mstep: Class 59 contains 6886 members 
Mstep: Class 60 contains 1166 members 
Mstep: Class 61 contains 1941 members 
Mstep: Class 62 contains 14575 members 
Mstep: Class 63 contains 16178 members 
Mstep: Class 64 contains 5814 members 
Mstep: Class 65 contains 1387 members 
Mstep: Class 66 contains 1807 members 
Mstep: Class 67 contains 1165 members 
Mstep: Class 68 contains 1158 members 
Mstep: Class 69 contains 20249 members 
Mstep: Class 70 contains 15506 members 
Mstep: Class 71 contains 17481 members 
Mstep: Class 72 contains 20722 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2148 members 
Mstep: Class 75 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85930080.000000 Penalty: 162178.187500
Iteration 140F: 76 clusters Score -8.593008e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1513 members 
Mstep: Class 3 contains 17639 members 
Mstep: Class 4 contains 1263 members 
Mstep: Class 5 contains 29556 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 14381 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 11029 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 1605 members 
Mstep: Class 12 contains 24940 members 
Mstep: Class 13 contains 8187 members 
Mstep: Class 14 contains 11136 members 
Mstep: Class 15 contains 4760 members 
Mstep: Class 16 contains 21129 members 
Mstep: Class 17 contains 1766 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 1601 members 
Mstep: Class 20 contains 1487 members 
Mstep: Class 21 contains 21637 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10653 members 
Mstep: Class 25 contains 13565 members 
Mstep: Class 26 contains 24737 members 
Mstep: Class 27 contains 14764 members 
Mstep: Class 28 contains 1642 members 
Mstep: Class 29 contains 7694 members 
Mstep: Class 30 contains 10517 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 2072 members 
Mstep: Class 33 contains 3059 members 
Mstep: Class 34 contains 1734 members 
Mstep: Class 35 contains 782 members 
Mstep: Class 36 contains 13065 members 
Mstep: Class 37 contains 609 members 
Mstep: Class 38 contains 31597 members 
Mstep: Class 39 contains 1593 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3544 members 
Mstep: Class 42 contains 3736 members 
Mstep: Class 43 contains 18137 members 
Mstep: Class 44 contains 14680 members 
Mstep: Class 45 contains 13300 members 
Mstep: Class 46 contains 3564 members 
Mstep: Class 47 contains 13927 members 
Mstep: Class 48 contains 2694 members 
Mstep: Class 49 contains 12718 members 
Mstep: Class 50 contains 774 members 
Mstep: Class 51 contains 1505 members 
Mstep: Class 52 contains 1479 members 
Mstep: Class 53 contains 1601 members 
Mstep: Class 54 contains 17129 members 
Mstep: Class 55 contains 3521 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 17229 members 
Mstep: Class 58 contains 6170 members 
Mstep: Class 59 contains 6884 members 
Mstep: Class 60 contains 1165 members 
Mstep: Class 61 contains 1934 members 
Mstep: Class 62 contains 14591 members 
Mstep: Class 63 contains 16281 members 
Mstep: Class 64 contains 5817 members 
Mstep: Class 65 contains 1387 members 
Mstep: Class 66 contains 1807 members 
Mstep: Class 67 contains 1167 members 
Mstep: Class 68 contains 1158 members 
Mstep: Class 69 contains 20285 members 
Mstep: Class 70 contains 15488 members 
Mstep: Class 71 contains 17467 members 
Mstep: Class 72 contains 20684 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2150 members 
Mstep: Class 75 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85930952.000000 Penalty: 162178.187500
Iteration 141Q: 76 clusters Score -8.593095e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 17630 members 
Mstep: Class 4 contains 1264 members 
Mstep: Class 5 contains 29558 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 14370 members 
Mstep: Class 8 contains 181 members 
Mstep: Class 9 contains 11031 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 1609 members 
Mstep: Class 12 contains 24872 members 
Mstep: Class 13 contains 8174 members 
Mstep: Class 14 contains 11134 members 
Mstep: Class 15 contains 4791 members 
Mstep: Class 16 contains 21046 members 
Mstep: Class 17 contains 1755 members 
Mstep: Class 18 contains 3962 members 
Mstep: Class 19 contains 1603 members 
Mstep: Class 20 contains 1484 members 
Mstep: Class 21 contains 21610 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10652 members 
Mstep: Class 25 contains 13569 members 
Mstep: Class 26 contains 24737 members 
Mstep: Class 27 contains 14730 members 
Mstep: Class 28 contains 1642 members 
Mstep: Class 29 contains 7691 members 
Mstep: Class 30 contains 10471 members 
Mstep: Class 31 contains 3828 members 
Mstep: Class 32 contains 2071 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 1734 members 
Mstep: Class 35 contains 793 members 
Mstep: Class 36 contains 13062 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 31591 members 
Mstep: Class 39 contains 1592 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3543 members 
Mstep: Class 42 contains 3736 members 
Mstep: Class 43 contains 18258 members 
Mstep: Class 44 contains 14715 members 
Mstep: Class 45 contains 13311 members 
Mstep: Class 46 contains 3567 members 
Mstep: Class 47 contains 14034 members 
Mstep: Class 48 contains 2691 members 
Mstep: Class 49 contains 12716 members 
Mstep: Class 50 contains 773 members 
Mstep: Class 51 contains 1510 members 
Mstep: Class 52 contains 1479 members 
Mstep: Class 53 contains 1611 members 
Mstep: Class 54 contains 17051 members 
Mstep: Class 55 contains 3519 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 17141 members 
Mstep: Class 58 contains 6168 members 
Mstep: Class 59 contains 6881 members 
Mstep: Class 60 contains 1168 members 
Mstep: Class 61 contains 1930 members 
Mstep: Class 62 contains 14603 members 
Mstep: Class 63 contains 16400 members 
Mstep: Class 64 contains 5823 members 
Mstep: Class 65 contains 1387 members 
Mstep: Class 66 contains 1813 members 
Mstep: Class 67 contains 1168 members 
Mstep: Class 68 contains 1159 members 
Mstep: Class 69 contains 20338 members 
Mstep: Class 70 contains 15476 members 
Mstep: Class 71 contains 17456 members 
Mstep: Class 72 contains 20668 members 
Mstep: Class 73 contains 1068 members 
Mstep: Class 74 contains 2154 members 
Mstep: Class 75 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85931192.000000 Penalty: 162178.187500
Iteration 142Q: 76 clusters Score -8.593119e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1517 members 
Mstep: Class 3 contains 17627 members 
Mstep: Class 4 contains 1266 members 
Mstep: Class 5 contains 29559 members 
Mstep: Class 6 contains 1543 members 
Mstep: Class 7 contains 14372 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 4956 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 24810 members 
Mstep: Class 13 contains 8170 members 
Mstep: Class 14 contains 11133 members 
Mstep: Class 15 contains 4817 members 
Mstep: Class 16 contains 20973 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 18 contains 3962 members 
Mstep: Class 19 contains 1606 members 
Mstep: Class 20 contains 1487 members 
Mstep: Class 21 contains 21597 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10651 members 
Mstep: Class 25 contains 13575 members 
Mstep: Class 26 contains 24739 members 
Mstep: Class 27 contains 14684 members 
Mstep: Class 28 contains 1643 members 
Mstep: Class 29 contains 7685 members 
Mstep: Class 30 contains 10420 members 
Mstep: Class 31 contains 3825 members 
Mstep: Class 32 contains 2072 members 
Mstep: Class 33 contains 3063 members 
Mstep: Class 34 contains 1736 members 
Mstep: Class 35 contains 779 members 
Mstep: Class 36 contains 13055 members 
Mstep: Class 37 contains 608 members 
Mstep: Class 38 contains 31584 members 
Mstep: Class 39 contains 1590 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3540 members 
Mstep: Class 42 contains 3734 members 
Mstep: Class 43 contains 18385 members 
Mstep: Class 44 contains 14739 members 
Mstep: Class 45 contains 13315 members 
Mstep: Class 46 contains 3573 members 
Mstep: Class 47 contains 14160 members 
Mstep: Class 48 contains 2685 members 
Mstep: Class 49 contains 12716 members 
Mstep: Class 50 contains 773 members 
Mstep: Class 51 contains 1519 members 
Mstep: Class 52 contains 1480 members 
Mstep: Class 53 contains 1620 members 
Mstep: Class 54 contains 16994 members 
Mstep: Class 55 contains 3515 members 
Mstep: Class 56 contains 1274 members 
Mstep: Class 57 contains 17051 members 
Mstep: Class 58 contains 6162 members 
Mstep: Class 59 contains 6879 members 
Mstep: Class 60 contains 1170 members 
Mstep: Class 61 contains 1923 members 
Mstep: Class 62 contains 14621 members 
Mstep: Class 63 contains 16518 members 
Mstep: Class 64 contains 5828 members 
Mstep: Class 65 contains 1387 members 
Mstep: Class 66 contains 1813 members 
Mstep: Class 67 contains 1168 members 
Mstep: Class 68 contains 1160 members 
Mstep: Class 69 contains 20357 members 
Mstep: Class 70 contains 15468 members 
Mstep: Class 71 contains 17433 members 
Mstep: Class 72 contains 20635 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2156 members 
Mstep: Class 75 contains 2195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85931192.000000 Penalty: 162178.187500
Iteration 143Q: 76 clusters Score -8.593119e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1517 members 
Mstep: Class 3 contains 17623 members 
Mstep: Class 4 contains 1266 members 
Mstep: Class 5 contains 29562 members 
Mstep: Class 6 contains 1543 members 
Mstep: Class 7 contains 14368 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 4954 members 
Mstep: Class 11 contains 1620 members 
Mstep: Class 12 contains 24739 members 
Mstep: Class 13 contains 8170 members 
Mstep: Class 14 contains 11129 members 
Mstep: Class 15 contains 4844 members 
Mstep: Class 16 contains 20902 members 
Mstep: Class 17 contains 1734 members 
Mstep: Class 18 contains 3960 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 21581 members 
Mstep: Class 22 contains 4269 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10652 members 
Mstep: Class 25 contains 13576 members 
Mstep: Class 26 contains 24736 members 
Mstep: Class 27 contains 14651 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 7682 members 
Mstep: Class 30 contains 10372 members 
Mstep: Class 31 contains 3823 members 
Mstep: Class 32 contains 2072 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 1736 members 
Mstep: Class 35 contains 773 members 
Mstep: Class 36 contains 13052 members 
Mstep: Class 37 contains 606 members 
Mstep: Class 38 contains 31577 members 
Mstep: Class 39 contains 1587 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3541 members 
Mstep: Class 42 contains 3730 members 
Mstep: Class 43 contains 18526 members 
Mstep: Class 44 contains 14765 members 
Mstep: Class 45 contains 13324 members 
Mstep: Class 46 contains 3577 members 
Mstep: Class 47 contains 14295 members 
Mstep: Class 48 contains 2694 members 
Mstep: Class 49 contains 12719 members 
Mstep: Class 50 contains 773 members 
Mstep: Class 51 contains 1524 members 
Mstep: Class 52 contains 1480 members 
Mstep: Class 53 contains 1620 members 
Mstep: Class 54 contains 16946 members 
Mstep: Class 55 contains 3513 members 
Mstep: Class 56 contains 1276 members 
Mstep: Class 57 contains 16954 members 
Mstep: Class 58 contains 6161 members 
Mstep: Class 59 contains 6879 members 
Mstep: Class 60 contains 1170 members 
Mstep: Class 61 contains 1921 members 
Mstep: Class 62 contains 14632 members 
Mstep: Class 63 contains 16614 members 
Mstep: Class 64 contains 5828 members 
Mstep: Class 65 contains 1388 members 
Mstep: Class 66 contains 1818 members 
Mstep: Class 67 contains 1170 members 
Mstep: Class 68 contains 1159 members 
Mstep: Class 69 contains 20353 members 
Mstep: Class 70 contains 15458 members 
Mstep: Class 71 contains 17416 members 
Mstep: Class 72 contains 20613 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2162 members 
Mstep: Class 75 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85931136.000000 Penalty: 162178.187500
Iteration 144Q: 76 clusters Score -8.593114e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 17627 members 
Mstep: Class 4 contains 1267 members 
Mstep: Class 5 contains 29563 members 
Mstep: Class 6 contains 1547 members 
Mstep: Class 7 contains 14367 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11031 members 
Mstep: Class 10 contains 4953 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 24663 members 
Mstep: Class 13 contains 8171 members 
Mstep: Class 14 contains 11124 members 
Mstep: Class 15 contains 4875 members 
Mstep: Class 16 contains 20848 members 
Mstep: Class 17 contains 1727 members 
Mstep: Class 18 contains 3958 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 21552 members 
Mstep: Class 22 contains 4267 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10652 members 
Mstep: Class 25 contains 13576 members 
Mstep: Class 26 contains 24737 members 
Mstep: Class 27 contains 14636 members 
Mstep: Class 28 contains 1645 members 
Mstep: Class 29 contains 7680 members 
Mstep: Class 30 contains 10313 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2074 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 1736 members 
Mstep: Class 35 contains 769 members 
Mstep: Class 36 contains 13037 members 
Mstep: Class 37 contains 604 members 
Mstep: Class 38 contains 31575 members 
Mstep: Class 39 contains 1583 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3541 members 
Mstep: Class 42 contains 3728 members 
Mstep: Class 43 contains 18674 members 
Mstep: Class 44 contains 14773 members 
Mstep: Class 45 contains 13329 members 
Mstep: Class 46 contains 3581 members 
Mstep: Class 47 contains 14420 members 
Mstep: Class 48 contains 2697 members 
Mstep: Class 49 contains 12721 members 
Mstep: Class 50 contains 773 members 
Mstep: Class 51 contains 1523 members 
Mstep: Class 52 contains 1479 members 
Mstep: Class 53 contains 1620 members 
Mstep: Class 54 contains 16898 members 
Mstep: Class 55 contains 3510 members 
Mstep: Class 56 contains 1276 members 
Mstep: Class 57 contains 16866 members 
Mstep: Class 58 contains 6158 members 
Mstep: Class 59 contains 6878 members 
Mstep: Class 60 contains 1169 members 
Mstep: Class 61 contains 1920 members 
Mstep: Class 62 contains 14640 members 
Mstep: Class 63 contains 16701 members 
Mstep: Class 64 contains 5835 members 
Mstep: Class 65 contains 1389 members 
Mstep: Class 66 contains 1819 members 
Mstep: Class 67 contains 1172 members 
Mstep: Class 68 contains 1157 members 
Mstep: Class 69 contains 20352 members 
Mstep: Class 70 contains 15446 members 
Mstep: Class 71 contains 17406 members 
Mstep: Class 72 contains 20608 members 
Mstep: Class 73 contains 1067 members 
Mstep: Class 74 contains 2163 members 
Mstep: Class 75 contains 2201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85931352.000000 Penalty: 162178.187500
Iteration 145Q: 76 clusters Score -8.593135e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 17615 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 29569 members 
Mstep: Class 6 contains 1553 members 
Mstep: Class 7 contains 14366 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 24583 members 
Mstep: Class 13 contains 8168 members 
Mstep: Class 14 contains 11124 members 
Mstep: Class 15 contains 4906 members 
Mstep: Class 16 contains 20773 members 
Mstep: Class 17 contains 1717 members 
Mstep: Class 18 contains 3955 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 21504 members 
Mstep: Class 22 contains 4262 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10645 members 
Mstep: Class 25 contains 13573 members 
Mstep: Class 26 contains 24741 members 
Mstep: Class 27 contains 14624 members 
Mstep: Class 28 contains 1645 members 
Mstep: Class 29 contains 7682 members 
Mstep: Class 30 contains 10269 members 
Mstep: Class 31 contains 3822 members 
Mstep: Class 32 contains 2074 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 1736 members 
Mstep: Class 35 contains 768 members 
Mstep: Class 36 contains 13033 members 
Mstep: Class 37 contains 606 members 
Mstep: Class 38 contains 31568 members 
Mstep: Class 39 contains 1579 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3540 members 
Mstep: Class 42 contains 3728 members 
Mstep: Class 43 contains 18849 members 
Mstep: Class 44 contains 14793 members 
Mstep: Class 45 contains 13329 members 
Mstep: Class 46 contains 3588 members 
Mstep: Class 47 contains 14530 members 
Mstep: Class 48 contains 2694 members 
Mstep: Class 49 contains 12722 members 
Mstep: Class 50 contains 776 members 
Mstep: Class 51 contains 1524 members 
Mstep: Class 52 contains 1479 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 16839 members 
Mstep: Class 55 contains 3509 members 
Mstep: Class 56 contains 1277 members 
Mstep: Class 57 contains 16788 members 
Mstep: Class 58 contains 6155 members 
Mstep: Class 59 contains 6876 members 
Mstep: Class 60 contains 1172 members 
Mstep: Class 61 contains 1918 members 
Mstep: Class 62 contains 14656 members 
Mstep: Class 63 contains 16793 members 
Mstep: Class 64 contains 5843 members 
Mstep: Class 65 contains 1390 members 
Mstep: Class 66 contains 1818 members 
Mstep: Class 67 contains 1173 members 
Mstep: Class 68 contains 1157 members 
Mstep: Class 69 contains 20333 members 
Mstep: Class 70 contains 15439 members 
Mstep: Class 71 contains 17405 members 
Mstep: Class 72 contains 20606 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2162 members 
Mstep: Class 75 contains 2204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85931648.000000 Penalty: 162178.187500
Iteration 146Q: 76 clusters Score -8.593165e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 17601 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 29585 members 
Mstep: Class 6 contains 1555 members 
Mstep: Class 7 contains 14366 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 24504 members 
Mstep: Class 13 contains 8163 members 
Mstep: Class 14 contains 11120 members 
Mstep: Class 15 contains 4949 members 
Mstep: Class 16 contains 20686 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 3954 members 
Mstep: Class 19 contains 1618 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 21483 members 
Mstep: Class 22 contains 4258 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10645 members 
Mstep: Class 25 contains 13579 members 
Mstep: Class 26 contains 24743 members 
Mstep: Class 27 contains 14583 members 
Mstep: Class 28 contains 1645 members 
Mstep: Class 29 contains 7680 members 
Mstep: Class 30 contains 10232 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 2075 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 1738 members 
Mstep: Class 35 contains 768 members 
Mstep: Class 36 contains 13027 members 
Mstep: Class 37 contains 604 members 
Mstep: Class 38 contains 31558 members 
Mstep: Class 39 contains 1580 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3541 members 
Mstep: Class 42 contains 3729 members 
Mstep: Class 43 contains 19062 members 
Mstep: Class 44 contains 14823 members 
Mstep: Class 45 contains 13325 members 
Mstep: Class 46 contains 3590 members 
Mstep: Class 47 contains 14641 members 
Mstep: Class 48 contains 2691 members 
Mstep: Class 49 contains 12724 members 
Mstep: Class 50 contains 774 members 
Mstep: Class 51 contains 1528 members 
Mstep: Class 52 contains 1481 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 16776 members 
Mstep: Class 55 contains 3508 members 
Mstep: Class 56 contains 1279 members 
Mstep: Class 57 contains 16711 members 
Mstep: Class 58 contains 6155 members 
Mstep: Class 59 contains 6872 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1915 members 
Mstep: Class 62 contains 14653 members 
Mstep: Class 63 contains 16885 members 
Mstep: Class 64 contains 5849 members 
Mstep: Class 65 contains 1390 members 
Mstep: Class 66 contains 1818 members 
Mstep: Class 67 contains 1173 members 
Mstep: Class 68 contains 1158 members 
Mstep: Class 69 contains 20291 members 
Mstep: Class 70 contains 15430 members 
Mstep: Class 71 contains 17404 members 
Mstep: Class 72 contains 20591 members 
Mstep: Class 73 contains 1065 members 
Mstep: Class 74 contains 2162 members 
Mstep: Class 75 contains 2208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85931920.000000 Penalty: 162178.187500
Iteration 147Q: 76 clusters Score -8.593192e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 17591 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 29593 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 14366 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 24444 members 
Mstep: Class 13 contains 8155 members 
Mstep: Class 14 contains 11120 members 
Mstep: Class 15 contains 4987 members 
Mstep: Class 16 contains 20616 members 
Mstep: Class 17 contains 1699 members 
Mstep: Class 18 contains 3952 members 
Mstep: Class 19 contains 1621 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 21470 members 
Mstep: Class 22 contains 4256 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10642 members 
Mstep: Class 25 contains 13586 members 
Mstep: Class 26 contains 24741 members 
Mstep: Class 27 contains 14545 members 
Mstep: Class 28 contains 1646 members 
Mstep: Class 29 contains 7680 members 
Mstep: Class 30 contains 10186 members 
Mstep: Class 31 contains 3817 members 
Mstep: Class 32 contains 2075 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 768 members 
Mstep: Class 36 contains 13013 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 31552 members 
Mstep: Class 39 contains 1581 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3542 members 
Mstep: Class 42 contains 3732 members 
Mstep: Class 43 contains 19271 members 
Mstep: Class 44 contains 14858 members 
Mstep: Class 45 contains 13324 members 
Mstep: Class 46 contains 3595 members 
Mstep: Class 47 contains 14775 members 
Mstep: Class 48 contains 2697 members 
Mstep: Class 49 contains 12720 members 
Mstep: Class 50 contains 774 members 
Mstep: Class 51 contains 1528 members 
Mstep: Class 52 contains 1481 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 16709 members 
Mstep: Class 55 contains 3507 members 
Mstep: Class 56 contains 1279 members 
Mstep: Class 57 contains 16628 members 
Mstep: Class 58 contains 6153 members 
Mstep: Class 59 contains 6869 members 
Mstep: Class 60 contains 1175 members 
Mstep: Class 61 contains 1915 members 
Mstep: Class 62 contains 14653 members 
Mstep: Class 63 contains 16980 members 
Mstep: Class 64 contains 5853 members 
Mstep: Class 65 contains 1391 members 
Mstep: Class 66 contains 1819 members 
Mstep: Class 67 contains 1173 members 
Mstep: Class 68 contains 1156 members 
Mstep: Class 69 contains 20244 members 
Mstep: Class 70 contains 15412 members 
Mstep: Class 71 contains 17374 members 
Mstep: Class 72 contains 20577 members 
Mstep: Class 73 contains 1065 members 
Mstep: Class 74 contains 2163 members 
Mstep: Class 75 contains 2212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932056.000000 Penalty: 162178.187500
Iteration 148Q: 76 clusters Score -8.593206e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 17585 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 29601 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 14367 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 24356 members 
Mstep: Class 13 contains 8145 members 
Mstep: Class 14 contains 11116 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 20531 members 
Mstep: Class 17 contains 1697 members 
Mstep: Class 18 contains 3951 members 
Mstep: Class 19 contains 1621 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 21462 members 
Mstep: Class 22 contains 4255 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10640 members 
Mstep: Class 25 contains 13592 members 
Mstep: Class 26 contains 24742 members 
Mstep: Class 27 contains 14511 members 
Mstep: Class 28 contains 1646 members 
Mstep: Class 29 contains 7679 members 
Mstep: Class 30 contains 10154 members 
Mstep: Class 31 contains 3818 members 
Mstep: Class 32 contains 2075 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 768 members 
Mstep: Class 36 contains 12993 members 
Mstep: Class 37 contains 608 members 
Mstep: Class 38 contains 31546 members 
Mstep: Class 39 contains 1583 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3542 members 
Mstep: Class 42 contains 3730 members 
Mstep: Class 43 contains 19512 members 
Mstep: Class 44 contains 14902 members 
Mstep: Class 45 contains 13327 members 
Mstep: Class 46 contains 3599 members 
Mstep: Class 47 contains 14918 members 
Mstep: Class 48 contains 2694 members 
Mstep: Class 49 contains 12718 members 
Mstep: Class 50 contains 775 members 
Mstep: Class 51 contains 1528 members 
Mstep: Class 52 contains 1481 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 16645 members 
Mstep: Class 55 contains 3507 members 
Mstep: Class 56 contains 1279 members 
Mstep: Class 57 contains 16535 members 
Mstep: Class 58 contains 6152 members 
Mstep: Class 59 contains 6867 members 
Mstep: Class 60 contains 1175 members 
Mstep: Class 61 contains 1912 members 
Mstep: Class 62 contains 14664 members 
Mstep: Class 63 contains 17081 members 
Mstep: Class 64 contains 5858 members 
Mstep: Class 65 contains 1390 members 
Mstep: Class 66 contains 1818 members 
Mstep: Class 67 contains 1173 members 
Mstep: Class 68 contains 1156 members 
Mstep: Class 69 contains 20184 members 
Mstep: Class 70 contains 15392 members 
Mstep: Class 71 contains 17341 members 
Mstep: Class 72 contains 20555 members 
Mstep: Class 73 contains 1065 members 
Mstep: Class 74 contains 2162 members 
Mstep: Class 75 contains 2215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932168.000000 Penalty: 162178.187500
Iteration 149Q: 76 clusters Score -8.593217e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 17572 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 29604 members 
Mstep: Class 6 contains 1555 members 
Mstep: Class 7 contains 14367 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11034 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 24274 members 
Mstep: Class 13 contains 8139 members 
Mstep: Class 14 contains 11117 members 
Mstep: Class 15 contains 5045 members 
Mstep: Class 16 contains 20440 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 1624 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 21444 members 
Mstep: Class 22 contains 4253 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10638 members 
Mstep: Class 25 contains 13593 members 
Mstep: Class 26 contains 24742 members 
Mstep: Class 27 contains 14465 members 
Mstep: Class 28 contains 1646 members 
Mstep: Class 29 contains 7677 members 
Mstep: Class 30 contains 10120 members 
Mstep: Class 31 contains 3817 members 
Mstep: Class 32 contains 2076 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 768 members 
Mstep: Class 36 contains 12978 members 
Mstep: Class 37 contains 608 members 
Mstep: Class 38 contains 31543 members 
Mstep: Class 39 contains 1584 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3541 members 
Mstep: Class 42 contains 3730 members 
Mstep: Class 43 contains 19766 members 
Mstep: Class 44 contains 14950 members 
Mstep: Class 45 contains 13326 members 
Mstep: Class 46 contains 3600 members 
Mstep: Class 47 contains 15051 members 
Mstep: Class 48 contains 2700 members 
Mstep: Class 49 contains 12719 members 
Mstep: Class 50 contains 775 members 
Mstep: Class 51 contains 1526 members 
Mstep: Class 52 contains 1481 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 16583 members 
Mstep: Class 55 contains 3506 members 
Mstep: Class 56 contains 1279 members 
Mstep: Class 57 contains 16453 members 
Mstep: Class 58 contains 6151 members 
Mstep: Class 59 contains 6865 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1913 members 
Mstep: Class 62 contains 14676 members 
Mstep: Class 63 contains 17172 members 
Mstep: Class 64 contains 5857 members 
Mstep: Class 65 contains 1391 members 
Mstep: Class 66 contains 1818 members 
Mstep: Class 67 contains 1173 members 
Mstep: Class 68 contains 1155 members 
Mstep: Class 69 contains 20108 members 
Mstep: Class 70 contains 15376 members 
Mstep: Class 71 contains 17323 members 
Mstep: Class 72 contains 20552 members 
Mstep: Class 73 contains 1065 members 
Mstep: Class 74 contains 2164 members 
Mstep: Class 75 contains 2218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932368.000000 Penalty: 162178.187500
Iteration 150Q: 76 clusters Score -8.593237e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 17557 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 29601 members 
Mstep: Class 6 contains 1554 members 
Mstep: Class 7 contains 14366 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 24188 members 
Mstep: Class 13 contains 8122 members 
Mstep: Class 14 contains 11123 members 
Mstep: Class 15 contains 5067 members 
Mstep: Class 16 contains 20365 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 3947 members 
Mstep: Class 19 contains 1625 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 21442 members 
Mstep: Class 22 contains 4252 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10635 members 
Mstep: Class 25 contains 13593 members 
Mstep: Class 26 contains 24741 members 
Mstep: Class 27 contains 14424 members 
Mstep: Class 28 contains 1646 members 
Mstep: Class 29 contains 7679 members 
Mstep: Class 30 contains 10088 members 
Mstep: Class 31 contains 3813 members 
Mstep: Class 32 contains 2076 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 768 members 
Mstep: Class 36 contains 12962 members 
Mstep: Class 37 contains 608 members 
Mstep: Class 38 contains 31535 members 
Mstep: Class 39 contains 1582 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3540 members 
Mstep: Class 42 contains 3734 members 
Mstep: Class 43 contains 20061 members 
Mstep: Class 44 contains 14995 members 
Mstep: Class 45 contains 13330 members 
Mstep: Class 46 contains 3602 members 
Mstep: Class 47 contains 15200 members 
Mstep: Class 48 contains 2702 members 
Mstep: Class 49 contains 12720 members 
Mstep: Class 50 contains 776 members 
Mstep: Class 51 contains 1525 members 
Mstep: Class 52 contains 1481 members 
Mstep: Class 53 contains 1623 members 
Mstep: Class 54 contains 16516 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 1279 members 
Mstep: Class 57 contains 16362 members 
Mstep: Class 58 contains 6150 members 
Mstep: Class 59 contains 6865 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1912 members 
Mstep: Class 62 contains 14688 members 
Mstep: Class 63 contains 17244 members 
Mstep: Class 64 contains 5858 members 
Mstep: Class 65 contains 1391 members 
Mstep: Class 66 contains 1817 members 
Mstep: Class 67 contains 1173 members 
Mstep: Class 68 contains 1155 members 
Mstep: Class 69 contains 20011 members 
Mstep: Class 70 contains 15362 members 
Mstep: Class 71 contains 17305 members 
Mstep: Class 72 contains 20531 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2165 members 
Mstep: Class 75 contains 2220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932680.000000 Penalty: 162178.187500
Iteration 151Q: 76 clusters Score -8.593268e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 17543 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 29601 members 
Mstep: Class 6 contains 1553 members 
Mstep: Class 7 contains 14366 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11034 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 24117 members 
Mstep: Class 13 contains 8115 members 
Mstep: Class 14 contains 11126 members 
Mstep: Class 15 contains 5085 members 
Mstep: Class 16 contains 20291 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 3946 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 21429 members 
Mstep: Class 22 contains 4251 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10635 members 
Mstep: Class 25 contains 13593 members 
Mstep: Class 26 contains 24740 members 
Mstep: Class 27 contains 14381 members 
Mstep: Class 28 contains 1646 members 
Mstep: Class 29 contains 7679 members 
Mstep: Class 30 contains 10049 members 
Mstep: Class 31 contains 3813 members 
Mstep: Class 32 contains 2077 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 768 members 
Mstep: Class 36 contains 12945 members 
Mstep: Class 37 contains 608 members 
Mstep: Class 38 contains 31529 members 
Mstep: Class 39 contains 1581 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3539 members 
Mstep: Class 42 contains 3733 members 
Mstep: Class 43 contains 20404 members 
Mstep: Class 44 contains 15032 members 
Mstep: Class 45 contains 13334 members 
Mstep: Class 46 contains 3608 members 
Mstep: Class 47 contains 15339 members 
Mstep: Class 48 contains 2704 members 
Mstep: Class 49 contains 12719 members 
Mstep: Class 50 contains 775 members 
Mstep: Class 51 contains 1527 members 
Mstep: Class 52 contains 1481 members 
Mstep: Class 53 contains 1623 members 
Mstep: Class 54 contains 16438 members 
Mstep: Class 55 contains 3505 members 
Mstep: Class 56 contains 1279 members 
Mstep: Class 57 contains 16279 members 
Mstep: Class 58 contains 6149 members 
Mstep: Class 59 contains 6866 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1909 members 
Mstep: Class 62 contains 14712 members 
Mstep: Class 63 contains 17311 members 
Mstep: Class 64 contains 5859 members 
Mstep: Class 65 contains 1391 members 
Mstep: Class 66 contains 1817 members 
Mstep: Class 67 contains 1174 members 
Mstep: Class 68 contains 1155 members 
Mstep: Class 69 contains 19868 members 
Mstep: Class 70 contains 15353 members 
Mstep: Class 71 contains 17290 members 
Mstep: Class 72 contains 20500 members 
Mstep: Class 73 contains 1065 members 
Mstep: Class 74 contains 2167 members 
Mstep: Class 75 contains 2220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932808.000000 Penalty: 162178.187500
Iteration 152Q: 76 clusters Score -8.593281e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1517 members 
Mstep: Class 3 contains 17542 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 29600 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 14366 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 24046 members 
Mstep: Class 13 contains 8107 members 
Mstep: Class 14 contains 11129 members 
Mstep: Class 15 contains 5109 members 
Mstep: Class 16 contains 20224 members 
Mstep: Class 17 contains 1690 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 21405 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10630 members 
Mstep: Class 25 contains 13596 members 
Mstep: Class 26 contains 24741 members 
Mstep: Class 27 contains 14333 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 7677 members 
Mstep: Class 30 contains 10006 members 
Mstep: Class 31 contains 3813 members 
Mstep: Class 32 contains 2078 members 
Mstep: Class 33 contains 3067 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 768 members 
Mstep: Class 36 contains 12928 members 
Mstep: Class 37 contains 608 members 
Mstep: Class 38 contains 31523 members 
Mstep: Class 39 contains 1584 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3538 members 
Mstep: Class 42 contains 3734 members 
Mstep: Class 43 contains 20723 members 
Mstep: Class 44 contains 15073 members 
Mstep: Class 45 contains 13340 members 
Mstep: Class 46 contains 3616 members 
Mstep: Class 47 contains 15464 members 
Mstep: Class 48 contains 2702 members 
Mstep: Class 49 contains 12716 members 
Mstep: Class 50 contains 774 members 
Mstep: Class 51 contains 1527 members 
Mstep: Class 52 contains 1481 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 16356 members 
Mstep: Class 55 contains 3507 members 
Mstep: Class 56 contains 1279 members 
Mstep: Class 57 contains 16208 members 
Mstep: Class 58 contains 6149 members 
Mstep: Class 59 contains 6866 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1908 members 
Mstep: Class 62 contains 14736 members 
Mstep: Class 63 contains 17381 members 
Mstep: Class 64 contains 5863 members 
Mstep: Class 65 contains 1391 members 
Mstep: Class 66 contains 1817 members 
Mstep: Class 67 contains 1174 members 
Mstep: Class 68 contains 1155 members 
Mstep: Class 69 contains 19732 members 
Mstep: Class 70 contains 15340 members 
Mstep: Class 71 contains 17276 members 
Mstep: Class 72 contains 20488 members 
Mstep: Class 73 contains 1065 members 
Mstep: Class 74 contains 2167 members 
Mstep: Class 75 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932888.000000 Penalty: 162178.187500
Iteration 153Q: 76 clusters Score -8.593289e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1517 members 
Mstep: Class 3 contains 17531 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 29604 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 14366 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 23964 members 
Mstep: Class 13 contains 8096 members 
Mstep: Class 14 contains 11127 members 
Mstep: Class 15 contains 5138 members 
Mstep: Class 16 contains 20165 members 
Mstep: Class 17 contains 1690 members 
Mstep: Class 18 contains 3940 members 
Mstep: Class 19 contains 1636 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 21361 members 
Mstep: Class 22 contains 4249 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10628 members 
Mstep: Class 25 contains 13596 members 
Mstep: Class 26 contains 24740 members 
Mstep: Class 27 contains 14270 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 9953 members 
Mstep: Class 31 contains 3814 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 768 members 
Mstep: Class 36 contains 12921 members 
Mstep: Class 37 contains 608 members 
Mstep: Class 38 contains 31520 members 
Mstep: Class 39 contains 1585 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3538 members 
Mstep: Class 42 contains 3734 members 
Mstep: Class 43 contains 21050 members 
Mstep: Class 44 contains 15119 members 
Mstep: Class 45 contains 13344 members 
Mstep: Class 46 contains 3625 members 
Mstep: Class 47 contains 15562 members 
Mstep: Class 48 contains 2702 members 
Mstep: Class 49 contains 12716 members 
Mstep: Class 50 contains 774 members 
Mstep: Class 51 contains 1527 members 
Mstep: Class 52 contains 1479 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 16293 members 
Mstep: Class 55 contains 3508 members 
Mstep: Class 56 contains 1279 members 
Mstep: Class 57 contains 16157 members 
Mstep: Class 58 contains 6148 members 
Mstep: Class 59 contains 6869 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1906 members 
Mstep: Class 62 contains 14753 members 
Mstep: Class 63 contains 17445 members 
Mstep: Class 64 contains 5864 members 
Mstep: Class 65 contains 1391 members 
Mstep: Class 66 contains 1819 members 
Mstep: Class 67 contains 1174 members 
Mstep: Class 68 contains 1157 members 
Mstep: Class 69 contains 19595 members 
Mstep: Class 70 contains 15326 members 
Mstep: Class 71 contains 17275 members 
Mstep: Class 72 contains 20490 members 
Mstep: Class 73 contains 1064 members 
Mstep: Class 74 contains 2168 members 
Mstep: Class 75 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933160.000000 Penalty: 162178.187500
Iteration 154Q: 76 clusters Score -8.593316e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1517 members 
Mstep: Class 3 contains 17508 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 29607 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 14366 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11034 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 12 contains 23885 members 
Mstep: Class 13 contains 8097 members 
Mstep: Class 14 contains 11126 members 
Mstep: Class 15 contains 5157 members 
Mstep: Class 16 contains 20115 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 3940 members 
Mstep: Class 19 contains 1644 members 
Mstep: Class 20 contains 1484 members 
Mstep: Class 21 contains 21314 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10628 members 
Mstep: Class 25 contains 13597 members 
Mstep: Class 26 contains 24739 members 
Mstep: Class 27 contains 14229 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 7676 members 
Mstep: Class 30 contains 9898 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 768 members 
Mstep: Class 36 contains 12909 members 
Mstep: Class 37 contains 608 members 
Mstep: Class 38 contains 31514 members 
Mstep: Class 39 contains 1583 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3538 members 
Mstep: Class 42 contains 3733 members 
Mstep: Class 43 contains 21353 members 
Mstep: Class 44 contains 15144 members 
Mstep: Class 45 contains 13348 members 
Mstep: Class 46 contains 3636 members 
Mstep: Class 47 contains 15667 members 
Mstep: Class 48 contains 2704 members 
Mstep: Class 49 contains 12715 members 
Mstep: Class 50 contains 773 members 
Mstep: Class 51 contains 1527 members 
Mstep: Class 52 contains 1476 members 
Mstep: Class 53 contains 1626 members 
Mstep: Class 54 contains 16240 members 
Mstep: Class 55 contains 3507 members 
Mstep: Class 56 contains 1278 members 
Mstep: Class 57 contains 16098 members 
Mstep: Class 58 contains 6150 members 
Mstep: Class 59 contains 6869 members 
Mstep: Class 60 contains 1175 members 
Mstep: Class 61 contains 1911 members 
Mstep: Class 62 contains 14774 members 
Mstep: Class 63 contains 17497 members 
Mstep: Class 64 contains 5865 members 
Mstep: Class 65 contains 1390 members 
Mstep: Class 66 contains 1820 members 
Mstep: Class 67 contains 1175 members 
Mstep: Class 68 contains 1160 members 
Mstep: Class 69 contains 19470 members 
Mstep: Class 70 contains 15305 members 
Mstep: Class 71 contains 17285 members 
Mstep: Class 72 contains 20507 members 
Mstep: Class 73 contains 1065 members 
Mstep: Class 74 contains 2168 members 
Mstep: Class 75 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933520.000000 Penalty: 162178.187500
Iteration 155Q: 76 clusters Score -8.593352e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 17501 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 29608 members 
Mstep: Class 6 contains 1533 members 
Mstep: Class 7 contains 14366 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 12 contains 23829 members 
Mstep: Class 13 contains 8089 members 
Mstep: Class 14 contains 11128 members 
Mstep: Class 15 contains 5177 members 
Mstep: Class 16 contains 20056 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 3938 members 
Mstep: Class 19 contains 1650 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 21277 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10620 members 
Mstep: Class 25 contains 13598 members 
Mstep: Class 26 contains 24740 members 
Mstep: Class 27 contains 14196 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 7674 members 
Mstep: Class 30 contains 9857 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 768 members 
Mstep: Class 36 contains 12909 members 
Mstep: Class 37 contains 606 members 
Mstep: Class 38 contains 31510 members 
Mstep: Class 39 contains 1584 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3537 members 
Mstep: Class 42 contains 3735 members 
Mstep: Class 43 contains 21625 members 
Mstep: Class 44 contains 15167 members 
Mstep: Class 45 contains 13349 members 
Mstep: Class 46 contains 3643 members 
Mstep: Class 47 contains 15781 members 
Mstep: Class 48 contains 2709 members 
Mstep: Class 49 contains 12717 members 
Mstep: Class 50 contains 773 members 
Mstep: Class 51 contains 1525 members 
Mstep: Class 52 contains 1475 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 16178 members 
Mstep: Class 55 contains 3510 members 
Mstep: Class 56 contains 1278 members 
Mstep: Class 57 contains 16038 members 
Mstep: Class 58 contains 6150 members 
Mstep: Class 59 contains 6868 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1909 members 
Mstep: Class 62 contains 14792 members 
Mstep: Class 63 contains 17539 members 
Mstep: Class 64 contains 5865 members 
Mstep: Class 65 contains 1392 members 
Mstep: Class 66 contains 1820 members 
Mstep: Class 67 contains 1175 members 
Mstep: Class 68 contains 1159 members 
Mstep: Class 69 contains 19344 members 
Mstep: Class 70 contains 15285 members 
Mstep: Class 71 contains 17290 members 
Mstep: Class 72 contains 20521 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2168 members 
Mstep: Class 75 contains 2222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933528.000000 Penalty: 162178.187500
Iteration 156Q: 76 clusters Score -8.593353e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 17503 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 29607 members 
Mstep: Class 6 contains 1535 members 
Mstep: Class 7 contains 14366 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 4942 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 12 contains 23799 members 
Mstep: Class 13 contains 8091 members 
Mstep: Class 14 contains 11128 members 
Mstep: Class 15 contains 5202 members 
Mstep: Class 16 contains 19993 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 3937 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 21243 members 
Mstep: Class 22 contains 4247 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10620 members 
Mstep: Class 25 contains 13594 members 
Mstep: Class 26 contains 24740 members 
Mstep: Class 27 contains 14169 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 7673 members 
Mstep: Class 30 contains 9818 members 
Mstep: Class 31 contains 3802 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 768 members 
Mstep: Class 36 contains 12904 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31512 members 
Mstep: Class 39 contains 1582 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3537 members 
Mstep: Class 42 contains 3737 members 
Mstep: Class 43 contains 21838 members 
Mstep: Class 44 contains 15194 members 
Mstep: Class 45 contains 13348 members 
Mstep: Class 46 contains 3651 members 
Mstep: Class 47 contains 15908 members 
Mstep: Class 48 contains 2711 members 
Mstep: Class 49 contains 12716 members 
Mstep: Class 50 contains 773 members 
Mstep: Class 51 contains 1527 members 
Mstep: Class 52 contains 1473 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 16112 members 
Mstep: Class 55 contains 3509 members 
Mstep: Class 56 contains 1278 members 
Mstep: Class 57 contains 15971 members 
Mstep: Class 58 contains 6151 members 
Mstep: Class 59 contains 6866 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1906 members 
Mstep: Class 62 contains 14810 members 
Mstep: Class 63 contains 17592 members 
Mstep: Class 64 contains 5869 members 
Mstep: Class 65 contains 1391 members 
Mstep: Class 66 contains 1819 members 
Mstep: Class 67 contains 1176 members 
Mstep: Class 68 contains 1160 members 
Mstep: Class 69 contains 19232 members 
Mstep: Class 70 contains 15267 members 
Mstep: Class 71 contains 17280 members 
Mstep: Class 72 contains 20523 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2168 members 
Mstep: Class 75 contains 2223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933744.000000 Penalty: 162178.187500
Iteration 157Q: 76 clusters Score -8.593374e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1517 members 
Mstep: Class 3 contains 17507 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 29610 members 
Mstep: Class 6 contains 1534 members 
Mstep: Class 7 contains 14366 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11031 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 23773 members 
Mstep: Class 13 contains 8089 members 
Mstep: Class 14 contains 11127 members 
Mstep: Class 15 contains 5224 members 
Mstep: Class 16 contains 19947 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 3937 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 21220 members 
Mstep: Class 22 contains 4249 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10621 members 
Mstep: Class 25 contains 13586 members 
Mstep: Class 26 contains 24741 members 
Mstep: Class 27 contains 14148 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 7671 members 
Mstep: Class 30 contains 9770 members 
Mstep: Class 31 contains 3799 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 769 members 
Mstep: Class 36 contains 12900 members 
Mstep: Class 37 contains 604 members 
Mstep: Class 38 contains 31510 members 
Mstep: Class 39 contains 1582 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3536 members 
Mstep: Class 42 contains 3737 members 
Mstep: Class 43 contains 21998 members 
Mstep: Class 44 contains 15232 members 
Mstep: Class 45 contains 13348 members 
Mstep: Class 46 contains 3663 members 
Mstep: Class 47 contains 16020 members 
Mstep: Class 48 contains 2711 members 
Mstep: Class 49 contains 12715 members 
Mstep: Class 50 contains 773 members 
Mstep: Class 51 contains 1528 members 
Mstep: Class 52 contains 1472 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 16041 members 
Mstep: Class 55 contains 3512 members 
Mstep: Class 56 contains 1278 members 
Mstep: Class 57 contains 15912 members 
Mstep: Class 58 contains 6153 members 
Mstep: Class 59 contains 6863 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1905 members 
Mstep: Class 62 contains 14830 members 
Mstep: Class 63 contains 17629 members 
Mstep: Class 64 contains 5870 members 
Mstep: Class 65 contains 1391 members 
Mstep: Class 66 contains 1817 members 
Mstep: Class 67 contains 1177 members 
Mstep: Class 68 contains 1160 members 
Mstep: Class 69 contains 19165 members 
Mstep: Class 70 contains 15247 members 
Mstep: Class 71 contains 17281 members 
Mstep: Class 72 contains 20514 members 
Mstep: Class 73 contains 1067 members 
Mstep: Class 74 contains 2168 members 
Mstep: Class 75 contains 2224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933856.000000 Penalty: 162178.187500
Iteration 158Q: 76 clusters Score -8.593386e+07 nChanged 1258
Entering ConstructFrom: 
Score: -85933856.000000 Penalty: 162178.187500
Entering ConstructFrom: 
Trying to split cluster 1 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -191521.734375 Penalty: 1201.205200
	Iteration 0F: 2 clusters Score -191521.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -189767.453125 Penalty: 2402.410400
	Iteration 0F: 3 clusters Score -189767.5 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -190346.265625 Penalty: 2402.410400
	Iteration 1F: 3 clusters Score -190346.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -190585.500000 Penalty: 2402.410400
	Iteration 2F: 3 clusters Score -190585.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -190793.859375 Penalty: 2402.410400
	Iteration 3F: 3 clusters Score -190793.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -191010.734375 Penalty: 2402.410400
	Iteration 4F: 3 clusters Score -191010.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -191191.687500 Penalty: 2402.410400
	Iteration 5F: 3 clusters Score -191191.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -191384.796875 Penalty: 2402.410400
	Iteration 6Q: 3 clusters Score -191384.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -191605.859375 Penalty: 2402.410400
	Iteration 7F: 3 clusters Score -191605.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -191784.953125 Penalty: 2402.410400
	Iteration 8F: 3 clusters Score -191785 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -191873.656250 Penalty: 2402.410400
	Iteration 9Q: 3 clusters Score -191873.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -191925.796875 Penalty: 2402.410400
	Iteration 10Q: 3 clusters Score -191925.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -191954.984375 Penalty: 2402.410400
	Iteration 11Q: 3 clusters Score -191955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -191972.390625 Penalty: 2402.410400
	Iteration 12Q: 3 clusters Score -191972.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -191982.437500 Penalty: 2402.410400
	Iteration 13Q: 3 clusters Score -191982.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -191992.031250 Penalty: 2402.410400
	Iteration 14Q: 3 clusters Score -191992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -191996.109375 Penalty: 2402.410400
	Iteration 15Q: 3 clusters Score -191996.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -191998.546875 Penalty: 2402.410400
	Iteration 16Q: 3 clusters Score -191998.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -192000.062500 Penalty: 2402.410400
	Iteration 17Q: 3 clusters Score -192000.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -192000.953125 Penalty: 2402.410400
	Iteration 18Q: 3 clusters Score -192001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -192001.687500 Penalty: 2402.410400
	Iteration 19Q: 3 clusters Score -192001.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -192001.687500 Penalty: 2402.410400
	Iteration 20F: 3 clusters Score -192001.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 29608 members 
Mstep: Class 6 contains 1530 members 
Mstep: Class 7 contains 14369 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 12 contains 23741 members 
Mstep: Class 13 contains 8086 members 
Mstep: Class 14 contains 11127 members 
Mstep: Class 15 contains 5241 members 
Mstep: Class 16 contains 19906 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 3937 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 21207 members 
Mstep: Class 22 contains 4249 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10623 members 
Mstep: Class 25 contains 13579 members 
Mstep: Class 26 contains 24743 members 
Mstep: Class 27 contains 14135 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 7669 members 
Mstep: Class 30 contains 9728 members 
Mstep: Class 31 contains 3796 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 769 members 
Mstep: Class 36 contains 12884 members 
Mstep: Class 37 contains 604 members 
Mstep: Class 38 contains 31509 members 
Mstep: Class 39 contains 1585 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3533 members 
Mstep: Class 42 contains 3736 members 
Mstep: Class 43 contains 22100 members 
Mstep: Class 44 contains 15266 members 
Mstep: Class 45 contains 13350 members 
Mstep: Class 46 contains 3675 members 
Mstep: Class 47 contains 16135 members 
Mstep: Class 48 contains 2711 members 
Mstep: Class 49 contains 12714 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1529 members 
Mstep: Class 52 contains 1468 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 15983 members 
Mstep: Class 55 contains 3514 members 
Mstep: Class 56 contains 1278 members 
Mstep: Class 57 contains 15859 members 
Mstep: Class 58 contains 6153 members 
Mstep: Class 59 contains 6862 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1903 members 
Mstep: Class 62 contains 14845 members 
Mstep: Class 63 contains 17667 members 
Mstep: Class 64 contains 5872 members 
Mstep: Class 65 contains 1391 members 
Mstep: Class 66 contains 1817 members 
Mstep: Class 67 contains 1177 members 
Mstep: Class 68 contains 1161 members 
Mstep: Class 69 contains 19149 members 
Mstep: Class 70 contains 15226 members 
Mstep: Class 71 contains 17264 members 
Mstep: Class 72 contains 20507 members 
Mstep: Class 73 contains 1067 members 
Mstep: Class 74 contains 2168 members 
Mstep: Class 75 contains 2224 members 
Mstep: Class 76 contains 602 members 
Entering Unmasked Estep 
Score: -85933088.000000 Penalty: 164340.562500
Splitting cluster 1 changes total score from -85933856.000000 to -85933088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -193711.718750 Penalty: 1190.550659
	Iteration 0F: 2 clusters Score -193711.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -191973.796875 Penalty: 2381.101318
	Iteration 0F: 3 clusters Score -191973.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -192423.468750 Penalty: 2381.101318
	Iteration 1F: 3 clusters Score -192423.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -192604.609375 Penalty: 2381.101318
	Iteration 2F: 3 clusters Score -192604.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -192754.437500 Penalty: 2381.101318
	Iteration 3F: 3 clusters Score -192754.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -192880.312500 Penalty: 2381.101318
	Iteration 4F: 3 clusters Score -192880.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -193008.578125 Penalty: 2381.101318
	Iteration 5Q: 3 clusters Score -193008.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -193124.187500 Penalty: 2381.101318
	Iteration 6F: 3 clusters Score -193124.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -193249.421875 Penalty: 2381.101318
	Iteration 7Q: 3 clusters Score -193249.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -193349.968750 Penalty: 2381.101318
	Iteration 8Q: 3 clusters Score -193350 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -193426.562500 Penalty: 2381.101318
	Iteration 9Q: 3 clusters Score -193426.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -193470.703125 Penalty: 2381.101318
	Iteration 10Q: 3 clusters Score -193470.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -193490.171875 Penalty: 2381.101318
	Iteration 11Q: 3 clusters Score -193490.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -193509.187500 Penalty: 2381.101318
	Iteration 12Q: 3 clusters Score -193509.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -193518.046875 Penalty: 2381.101318
	Iteration 13Q: 3 clusters Score -193518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -193525.593750 Penalty: 2381.101318
	Iteration 14Q: 3 clusters Score -193525.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -193533.484375 Penalty: 2381.101318
	Iteration 15Q: 3 clusters Score -193533.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -193539.046875 Penalty: 2381.101318
	Iteration 16Q: 3 clusters Score -193539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -193540.296875 Penalty: 2381.101318
	Iteration 17Q: 3 clusters Score -193540.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -193540.906250 Penalty: 2381.101318
	Iteration 18Q: 3 clusters Score -193540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -193541.203125 Penalty: 2381.101318
	Iteration 19Q: 3 clusters Score -193541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -193542.921875 Penalty: 2381.101318
	Iteration 20F: 3 clusters Score -193542.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -193545.015625 Penalty: 2381.101318
	Iteration 21Q: 3 clusters Score -193545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -193546.390625 Penalty: 2381.101318
	Iteration 22Q: 3 clusters Score -193546.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -193547.234375 Penalty: 2381.101318
	Iteration 23Q: 3 clusters Score -193547.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -193547.234375 Penalty: 2381.101318
	Iteration 24F: 3 clusters Score -193547.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Entering Unmasked Estep 
Score: -2652800.500000 Penalty: 1587.729248
	Iteration 0F: 2 clusters Score -2652800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2641023.000000 Penalty: 3175.458496
	Iteration 0F: 3 clusters Score -2641023 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2645392.500000 Penalty: 3175.458496
	Iteration 1F: 3 clusters Score -2645392 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2645721.000000 Penalty: 3175.458496
	Iteration 2F: 3 clusters Score -2645721 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2646019.250000 Penalty: 3175.458496
	Iteration 3F: 3 clusters Score -2646019 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2646410.250000 Penalty: 3175.458496
	Iteration 4Q: 3 clusters Score -2646410 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2646875.750000 Penalty: 3175.458496
	Iteration 5F: 3 clusters Score -2646876 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2647453.250000 Penalty: 3175.458496
	Iteration 6F: 3 clusters Score -2647453 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2648115.500000 Penalty: 3175.458496
	Iteration 7F: 3 clusters Score -2648116 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2648809.500000 Penalty: 3175.458496
	Iteration 8F: 3 clusters Score -2648810 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2649524.000000 Penalty: 3175.458496
	Iteration 9F: 3 clusters Score -2649524 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2650160.000000 Penalty: 3175.458496
	Iteration 10Q: 3 clusters Score -2650160 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2650664.500000 Penalty: 3175.458496
	Iteration 11Q: 3 clusters Score -2650664 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2650993.500000 Penalty: 3175.458496
	Iteration 12Q: 3 clusters Score -2650994 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2651189.500000 Penalty: 3175.458496
	Iteration 13Q: 3 clusters Score -2651190 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2651317.250000 Penalty: 3175.458496
	Iteration 14Q: 3 clusters Score -2651317 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2651378.500000 Penalty: 3175.458496
	Iteration 15Q: 3 clusters Score -2651378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2651421.750000 Penalty: 3175.458496
	Iteration 16Q: 3 clusters Score -2651422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2651441.500000 Penalty: 3175.458496
	Iteration 17Q: 3 clusters Score -2651442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2651452.750000 Penalty: 3175.458496
	Iteration 18Q: 3 clusters Score -2651453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2651459.250000 Penalty: 3175.458496
	Iteration 19Q: 3 clusters Score -2651459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2651463.500000 Penalty: 3175.458496
	Iteration 20F: 3 clusters Score -2651464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2651469.250000 Penalty: 3175.458496
	Iteration 21Q: 3 clusters Score -2651469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2651470.500000 Penalty: 3175.458496
	Iteration 22Q: 3 clusters Score -2651470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2651471.250000 Penalty: 3175.458496
	Iteration 23Q: 3 clusters Score -2651471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2651472.000000 Penalty: 3175.458496
	Iteration 24Q: 3 clusters Score -2651472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2651479.750000 Penalty: 3175.458496
	Iteration 25Q: 3 clusters Score -2651480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2651481.750000 Penalty: 3175.458496
	Iteration 26Q: 3 clusters Score -2651482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2651481.750000 Penalty: 3175.458496
	Iteration 27F: 3 clusters Score -2651482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -151495.609375 Penalty: 1161.094360
	Iteration 0F: 2 clusters Score -151495.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -149929.031250 Penalty: 2322.188721
	Iteration 0F: 3 clusters Score -149929 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -150361.812500 Penalty: 2322.188721
	Iteration 1F: 3 clusters Score -150361.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -150518.578125 Penalty: 2322.188721
	Iteration 2F: 3 clusters Score -150518.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -150620.859375 Penalty: 2322.188721
	Iteration 3F: 3 clusters Score -150620.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -150728.656250 Penalty: 2322.188721
	Iteration 4Q: 3 clusters Score -150728.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -150855.500000 Penalty: 2322.188721
	Iteration 5Q: 3 clusters Score -150855.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -151007.046875 Penalty: 2322.188721
	Iteration 6Q: 3 clusters Score -151007 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -151164.187500 Penalty: 2322.188721
	Iteration 7F: 3 clusters Score -151164.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -151278.062500 Penalty: 2322.188721
	Iteration 8Q: 3 clusters Score -151278.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -151408.453125 Penalty: 2322.188721
	Iteration 9Q: 3 clusters Score -151408.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -151491.343750 Penalty: 2322.188721
	Iteration 10Q: 3 clusters Score -151491.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -151560.953125 Penalty: 2322.188721
	Iteration 11Q: 3 clusters Score -151561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -151601.859375 Penalty: 2322.188721
	Iteration 12Q: 3 clusters Score -151601.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -151622.406250 Penalty: 2322.188721
	Iteration 13Q: 3 clusters Score -151622.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -151632.421875 Penalty: 2322.188721
	Iteration 14Q: 3 clusters Score -151632.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -151640.687500 Penalty: 2322.188721
	Iteration 15Q: 3 clusters Score -151640.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -151646.046875 Penalty: 2322.188721
	Iteration 16Q: 3 clusters Score -151646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -151649.937500 Penalty: 2322.188721
	Iteration 17Q: 3 clusters Score -151649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -151656.296875 Penalty: 2322.188721
	Iteration 18Q: 3 clusters Score -151656.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -151658.796875 Penalty: 2322.188721
	Iteration 19Q: 3 clusters Score -151658.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -151671.750000 Penalty: 2322.188721
	Iteration 20F: 3 clusters Score -151671.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -151697.078125 Penalty: 2322.188721
	Iteration 21Q: 3 clusters Score -151697.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -151726.875000 Penalty: 2322.188721
	Iteration 22Q: 3 clusters Score -151726.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -151742.500000 Penalty: 2322.188721
	Iteration 23Q: 3 clusters Score -151742.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -151758.640625 Penalty: 2322.188721
	Iteration 24Q: 3 clusters Score -151758.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -151761.031250 Penalty: 2322.188721
	Iteration 25Q: 3 clusters Score -151761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -151761.546875 Penalty: 2322.188721
	Iteration 26Q: 3 clusters Score -151761.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -151763.359375 Penalty: 2322.188721
	Iteration 27Q: 3 clusters Score -151763.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -151764.640625 Penalty: 2322.188721
	Iteration 28Q: 3 clusters Score -151764.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -151764.984375 Penalty: 2322.188721
	Iteration 29Q: 3 clusters Score -151765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -151764.984375 Penalty: 2322.188721
	Iteration 30F: 3 clusters Score -151765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 748 members 
Mstep: Class 5 contains 29608 members 
Mstep: Class 6 contains 1530 members 
Mstep: Class 7 contains 14369 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 12 contains 23741 members 
Mstep: Class 13 contains 8086 members 
Mstep: Class 14 contains 11127 members 
Mstep: Class 15 contains 5241 members 
Mstep: Class 16 contains 19906 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 3937 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 21207 members 
Mstep: Class 22 contains 4249 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10623 members 
Mstep: Class 25 contains 13579 members 
Mstep: Class 26 contains 24743 members 
Mstep: Class 27 contains 14135 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 7669 members 
Mstep: Class 30 contains 9728 members 
Mstep: Class 31 contains 3796 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 769 members 
Mstep: Class 36 contains 12884 members 
Mstep: Class 37 contains 604 members 
Mstep: Class 38 contains 31509 members 
Mstep: Class 39 contains 1585 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3533 members 
Mstep: Class 42 contains 3736 members 
Mstep: Class 43 contains 22100 members 
Mstep: Class 44 contains 15266 members 
Mstep: Class 45 contains 13350 members 
Mstep: Class 46 contains 3675 members 
Mstep: Class 47 contains 16135 members 
Mstep: Class 48 contains 2711 members 
Mstep: Class 49 contains 12714 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1529 members 
Mstep: Class 52 contains 1468 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 15983 members 
Mstep: Class 55 contains 3514 members 
Mstep: Class 56 contains 1278 members 
Mstep: Class 57 contains 15859 members 
Mstep: Class 58 contains 6153 members 
Mstep: Class 59 contains 6862 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1903 members 
Mstep: Class 62 contains 14845 members 
Mstep: Class 63 contains 17667 members 
Mstep: Class 64 contains 5872 members 
Mstep: Class 65 contains 1391 members 
Mstep: Class 66 contains 1817 members 
Mstep: Class 67 contains 1177 members 
Mstep: Class 68 contains 1161 members 
Mstep: Class 69 contains 19149 members 
Mstep: Class 70 contains 15226 members 
Mstep: Class 71 contains 17264 members 
Mstep: Class 72 contains 20507 members 
Mstep: Class 73 contains 1067 members 
Mstep: Class 74 contains 2168 members 
Mstep: Class 75 contains 2224 members 
Mstep: Class 76 contains 520 members 
Entering Unmasked Estep 
Score: -85933048.000000 Penalty: 164340.562500
Splitting cluster 4 changes total score from -85933856.000000 to -85933048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (29608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Entering Unmasked Estep 
Score: -4514278.500000 Penalty: 1673.067505
	Iteration 0F: 2 clusters Score -4514278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -4497314.000000 Penalty: 3346.135010
	Iteration 0F: 3 clusters Score -4497314 nChanged 13634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -4504795.000000 Penalty: 3346.135010
	Iteration 1F: 3 clusters Score -4504795 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -4505258.000000 Penalty: 3346.135010
	Iteration 2F: 3 clusters Score -4505258 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -4505749.500000 Penalty: 3346.135010
	Iteration 3F: 3 clusters Score -4505750 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -4506271.000000 Penalty: 3346.135010
	Iteration 4F: 3 clusters Score -4506271 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -4506742.500000 Penalty: 3346.135010
	Iteration 5Q: 3 clusters Score -4506742 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -4507285.500000 Penalty: 3346.135010
	Iteration 6F: 3 clusters Score -4507286 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -4507944.500000 Penalty: 3346.135010
	Iteration 7F: 3 clusters Score -4507944 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -4508598.500000 Penalty: 3346.135010
	Iteration 8F: 3 clusters Score -4508598 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -4509117.000000 Penalty: 3346.135010
	Iteration 9Q: 3 clusters Score -4509117 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -4509521.000000 Penalty: 3346.135010
	Iteration 10Q: 3 clusters Score -4509521 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -4509778.000000 Penalty: 3346.135010
	Iteration 11Q: 3 clusters Score -4509778 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -4509977.500000 Penalty: 3346.135010
	Iteration 12Q: 3 clusters Score -4509978 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -4510044.000000 Penalty: 3346.135010
	Iteration 13Q: 3 clusters Score -4510044 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -4510087.000000 Penalty: 3346.135010
	Iteration 14Q: 3 clusters Score -4510087 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -4510102.000000 Penalty: 3346.135010
	Iteration 15Q: 3 clusters Score -4510102 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -4510122.000000 Penalty: 3346.135010
	Iteration 16Q: 3 clusters Score -4510122 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -4510122.500000 Penalty: 3346.135010
	Iteration 17Q: 3 clusters Score -4510122 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -4510106.000000 Penalty: 3346.135010
	Iteration 18Q: 3 clusters Score -4510106 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -4510100.000000 Penalty: 3346.135010
	Iteration 19Q: 3 clusters Score -4510100 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -4510108.500000 Penalty: 3346.135010
	Iteration 20F: 3 clusters Score -4510108 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -4510122.500000 Penalty: 3346.135010
	Iteration 21Q: 3 clusters Score -4510122 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -4510125.000000 Penalty: 3346.135010
	Iteration 22Q: 3 clusters Score -4510125 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -4510143.000000 Penalty: 3346.135010
	Iteration 23Q: 3 clusters Score -4510143 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -4510159.500000 Penalty: 3346.135010
	Iteration 24Q: 3 clusters Score -4510160 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -4510172.000000 Penalty: 3346.135010
	Iteration 25Q: 3 clusters Score -4510172 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -4510214.000000 Penalty: 3346.135010
	Iteration 26Q: 3 clusters Score -4510214 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -4510199.500000 Penalty: 3346.135010
	Iteration 27Q: 3 clusters Score -4510200 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -4510220.500000 Penalty: 3346.135010
	Iteration 28Q: 3 clusters Score -4510220 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -4510233.000000 Penalty: 3346.135010
	Iteration 29Q: 3 clusters Score -4510233 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -4510220.500000 Penalty: 3346.135010
	Iteration 30Q: 3 clusters Score -4510220 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -4510250.500000 Penalty: 3346.135010
	Iteration 31Q: 3 clusters Score -4510250 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -4510268.000000 Penalty: 3346.135010
	Iteration 32Q: 3 clusters Score -4510268 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -4510290.500000 Penalty: 3346.135010
	Iteration 33Q: 3 clusters Score -4510290 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -4510307.500000 Penalty: 3346.135010
	Iteration 34Q: 3 clusters Score -4510308 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -4510317.500000 Penalty: 3346.135010
	Iteration 35Q: 3 clusters Score -4510318 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -4510316.500000 Penalty: 3346.135010
	Iteration 36Q: 3 clusters Score -4510316 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -4510313.500000 Penalty: 3346.135010
	Iteration 37Q: 3 clusters Score -4510314 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -4510319.500000 Penalty: 3346.135010
	Iteration 38Q: 3 clusters Score -4510320 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -4510342.500000 Penalty: 3346.135010
	Iteration 39Q: 3 clusters Score -4510342 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -4510347.000000 Penalty: 3346.135010
	Iteration 40F: 3 clusters Score -4510347 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -4510354.500000 Penalty: 3346.135010
	Iteration 41Q: 3 clusters Score -4510354 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -4510369.500000 Penalty: 3346.135010
	Iteration 42Q: 3 clusters Score -4510370 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -4510375.000000 Penalty: 3346.135010
	Iteration 43Q: 3 clusters Score -4510375 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -4510385.000000 Penalty: 3346.135010
	Iteration 44Q: 3 clusters Score -4510385 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -4510391.500000 Penalty: 3346.135010
	Iteration 45Q: 3 clusters Score -4510392 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -4510395.500000 Penalty: 3346.135010
	Iteration 46Q: 3 clusters Score -4510396 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -4510395.000000 Penalty: 3346.135010
	Iteration 47Q: 3 clusters Score -4510395 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -4510405.000000 Penalty: 3346.135010
	Iteration 48Q: 3 clusters Score -4510405 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -4510405.500000 Penalty: 3346.135010
	Iteration 49Q: 3 clusters Score -4510406 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -4510413.000000 Penalty: 3346.135010
	Iteration 50Q: 3 clusters Score -4510413 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -4510411.000000 Penalty: 3346.135010
	Iteration 51Q: 3 clusters Score -4510411 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -4510422.500000 Penalty: 3346.135010
	Iteration 52Q: 3 clusters Score -4510422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -4510435.000000 Penalty: 3346.135010
	Iteration 53Q: 3 clusters Score -4510435 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -4510424.500000 Penalty: 3346.135010
	Iteration 54Q: 3 clusters Score -4510424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -4510419.500000 Penalty: 3346.135010
	Iteration 55Q: 3 clusters Score -4510420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -4510422.500000 Penalty: 3346.135010
	Iteration 56Q: 3 clusters Score -4510422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -4510435.000000 Penalty: 3346.135010
	Iteration 57Q: 3 clusters Score -4510435 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -4510454.000000 Penalty: 3346.135010
	Iteration 58Q: 3 clusters Score -4510454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -4510453.500000 Penalty: 3346.135010
	Iteration 59Q: 3 clusters Score -4510454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -4510460.500000 Penalty: 3346.135010
	Iteration 60F: 3 clusters Score -4510460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -4510455.000000 Penalty: 3346.135010
	Iteration 61Q: 3 clusters Score -4510455 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -4510469.500000 Penalty: 3346.135010
	Iteration 62Q: 3 clusters Score -4510470 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -4510488.500000 Penalty: 3346.135010
	Iteration 63Q: 3 clusters Score -4510488 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -4510509.500000 Penalty: 3346.135010
	Iteration 64Q: 3 clusters Score -4510510 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -4510518.500000 Penalty: 3346.135010
	Iteration 65Q: 3 clusters Score -4510518 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -4510519.000000 Penalty: 3346.135010
	Iteration 66Q: 3 clusters Score -4510519 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -4510510.500000 Penalty: 3346.135010
	Iteration 67Q: 3 clusters Score -4510510 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -4510538.500000 Penalty: 3346.135010
	Iteration 68Q: 3 clusters Score -4510538 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -4510540.500000 Penalty: 3346.135010
	Iteration 69Q: 3 clusters Score -4510540 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -4510573.000000 Penalty: 3346.135010
	Iteration 70Q: 3 clusters Score -4510573 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -4510604.000000 Penalty: 3346.135010
	Iteration 71Q: 3 clusters Score -4510604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -4510620.500000 Penalty: 3346.135010
	Iteration 72Q: 3 clusters Score -4510620 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -4510623.500000 Penalty: 3346.135010
	Iteration 73Q: 3 clusters Score -4510624 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -4510630.000000 Penalty: 3346.135010
	Iteration 74Q: 3 clusters Score -4510630 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -4510634.500000 Penalty: 3346.135010
	Iteration 75Q: 3 clusters Score -4510634 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -4510647.500000 Penalty: 3346.135010
	Iteration 76Q: 3 clusters Score -4510648 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -4510647.000000 Penalty: 3346.135010
	Iteration 77Q: 3 clusters Score -4510647 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -4510638.500000 Penalty: 3346.135010
	Iteration 78Q: 3 clusters Score -4510638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -4510647.500000 Penalty: 3346.135010
	Iteration 79Q: 3 clusters Score -4510648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -4510655.000000 Penalty: 3346.135010
	Iteration 80F: 3 clusters Score -4510655 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -4510656.500000 Penalty: 3346.135010
	Iteration 81Q: 3 clusters Score -4510656 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -4510667.000000 Penalty: 3346.135010
	Iteration 82Q: 3 clusters Score -4510667 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -4510672.500000 Penalty: 3346.135010
	Iteration 83Q: 3 clusters Score -4510672 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -4510674.500000 Penalty: 3346.135010
	Iteration 84Q: 3 clusters Score -4510674 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -4510679.000000 Penalty: 3346.135010
	Iteration 85Q: 3 clusters Score -4510679 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -4510693.500000 Penalty: 3346.135010
	Iteration 86Q: 3 clusters Score -4510694 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -4510707.000000 Penalty: 3346.135010
	Iteration 87Q: 3 clusters Score -4510707 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -4510733.000000 Penalty: 3346.135010
	Iteration 88Q: 3 clusters Score -4510733 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -4510732.000000 Penalty: 3346.135010
	Iteration 89Q: 3 clusters Score -4510732 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -4510739.000000 Penalty: 3346.135010
	Iteration 90Q: 3 clusters Score -4510739 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -4510758.000000 Penalty: 3346.135010
	Iteration 91Q: 3 clusters Score -4510758 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -4510765.500000 Penalty: 3346.135010
	Iteration 92Q: 3 clusters Score -4510766 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -4510767.000000 Penalty: 3346.135010
	Iteration 93Q: 3 clusters Score -4510767 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -4510781.500000 Penalty: 3346.135010
	Iteration 94Q: 3 clusters Score -4510782 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -4510783.500000 Penalty: 3346.135010
	Iteration 95Q: 3 clusters Score -4510784 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -4510809.000000 Penalty: 3346.135010
	Iteration 96Q: 3 clusters Score -4510809 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -4510835.000000 Penalty: 3346.135010
	Iteration 97Q: 3 clusters Score -4510835 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -4510835.500000 Penalty: 3346.135010
	Iteration 98Q: 3 clusters Score -4510836 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -4510856.000000 Penalty: 3346.135010
	Iteration 99Q: 3 clusters Score -4510856 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -4510859.500000 Penalty: 3346.135010
	Iteration 100F: 3 clusters Score -4510860 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -4510866.500000 Penalty: 3346.135010
	Iteration 101Q: 3 clusters Score -4510866 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -4510894.500000 Penalty: 3346.135010
	Iteration 102Q: 3 clusters Score -4510894 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -4510904.000000 Penalty: 3346.135010
	Iteration 103Q: 3 clusters Score -4510904 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -4510920.500000 Penalty: 3346.135010
	Iteration 104Q: 3 clusters Score -4510920 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -4510926.000000 Penalty: 3346.135010
	Iteration 105Q: 3 clusters Score -4510926 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -4510967.500000 Penalty: 3346.135010
	Iteration 106Q: 3 clusters Score -4510968 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -4511005.000000 Penalty: 3346.135010
	Iteration 107Q: 3 clusters Score -4511005 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -4511018.500000 Penalty: 3346.135010
	Iteration 108Q: 3 clusters Score -4511018 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -4511027.000000 Penalty: 3346.135010
	Iteration 109Q: 3 clusters Score -4511027 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -4511084.000000 Penalty: 3346.135010
	Iteration 110Q: 3 clusters Score -4511084 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -4511124.000000 Penalty: 3346.135010
	Iteration 111Q: 3 clusters Score -4511124 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -4511189.000000 Penalty: 3346.135010
	Iteration 112Q: 3 clusters Score -4511189 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -4511256.000000 Penalty: 3346.135010
	Iteration 113Q: 3 clusters Score -4511256 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -4511315.500000 Penalty: 3346.135010
	Iteration 114Q: 3 clusters Score -4511316 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -4511411.500000 Penalty: 3346.135010
	Iteration 115Q: 3 clusters Score -4511412 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -4511532.500000 Penalty: 3346.135010
	Iteration 116Q: 3 clusters Score -4511532 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -4511615.000000 Penalty: 3346.135010
	Iteration 117Q: 3 clusters Score -4511615 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -4511733.500000 Penalty: 3346.135010
	Iteration 118Q: 3 clusters Score -4511734 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -4511899.000000 Penalty: 3346.135010
	Iteration 119Q: 3 clusters Score -4511899 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -4512077.500000 Penalty: 3346.135010
	Iteration 120F: 3 clusters Score -4512078 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -4512253.000000 Penalty: 3346.135010
	Iteration 121Q: 3 clusters Score -4512253 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -4512471.500000 Penalty: 3346.135010
	Iteration 122Q: 3 clusters Score -4512472 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -4512677.500000 Penalty: 3346.135010
	Iteration 123Q: 3 clusters Score -4512678 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -4512904.000000 Penalty: 3346.135010
	Iteration 124Q: 3 clusters Score -4512904 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -4513119.000000 Penalty: 3346.135010
	Iteration 125Q: 3 clusters Score -4513119 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -4513327.000000 Penalty: 3346.135010
	Iteration 126Q: 3 clusters Score -4513327 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -4513530.500000 Penalty: 3346.135010
	Iteration 127Q: 3 clusters Score -4513530 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -4513734.000000 Penalty: 3346.135010
	Iteration 128Q: 3 clusters Score -4513734 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -4513867.500000 Penalty: 3346.135010
	Iteration 129Q: 3 clusters Score -4513868 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -4513980.500000 Penalty: 3346.135010
	Iteration 130Q: 3 clusters Score -4513980 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -4514088.500000 Penalty: 3346.135010
	Iteration 131Q: 3 clusters Score -4514088 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -4514173.000000 Penalty: 3346.135010
	Iteration 132Q: 3 clusters Score -4514173 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -4514262.000000 Penalty: 3346.135010
	Iteration 133Q: 3 clusters Score -4514262 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -4514302.500000 Penalty: 3346.135010
	Iteration 134Q: 3 clusters Score -4514302 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -4514350.000000 Penalty: 3346.135010
	Iteration 135Q: 3 clusters Score -4514350 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -4514372.500000 Penalty: 3346.135010
	Iteration 136Q: 3 clusters Score -4514372 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -4514384.500000 Penalty: 3346.135010
	Iteration 137Q: 3 clusters Score -4514384 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -4514397.500000 Penalty: 3346.135010
	Iteration 138Q: 3 clusters Score -4514398 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -4514401.000000 Penalty: 3346.135010
	Iteration 139Q: 3 clusters Score -4514401 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -4514443.000000 Penalty: 3346.135010
	Iteration 140F: 3 clusters Score -4514443 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -4514455.500000 Penalty: 3346.135010
	Iteration 141Q: 3 clusters Score -4514456 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -4514420.000000 Penalty: 3346.135010
	Iteration 142Q: 3 clusters Score -4514420 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -4514435.500000 Penalty: 3346.135010
	Iteration 143Q: 3 clusters Score -4514436 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -4514424.000000 Penalty: 3346.135010
	Iteration 144Q: 3 clusters Score -4514424 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -4514404.000000 Penalty: 3346.135010
	Iteration 145Q: 3 clusters Score -4514404 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -4514362.500000 Penalty: 3346.135010
	Iteration 146Q: 3 clusters Score -4514362 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -4514320.500000 Penalty: 3346.135010
	Iteration 147Q: 3 clusters Score -4514320 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -4514286.500000 Penalty: 3346.135010
	Iteration 148Q: 3 clusters Score -4514286 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -4514259.500000 Penalty: 3346.135010
	Iteration 149Q: 3 clusters Score -4514260 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -4514253.500000 Penalty: 3346.135010
	Iteration 150Q: 3 clusters Score -4514254 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -4514220.500000 Penalty: 3346.135010
	Iteration 151Q: 3 clusters Score -4514220 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -4514185.000000 Penalty: 3346.135010
	Iteration 152Q: 3 clusters Score -4514185 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -4514163.500000 Penalty: 3346.135010
	Iteration 153Q: 3 clusters Score -4514164 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -4514108.500000 Penalty: 3346.135010
	Iteration 154Q: 3 clusters Score -4514108 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -4514098.000000 Penalty: 3346.135010
	Iteration 155Q: 3 clusters Score -4514098 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -4514060.500000 Penalty: 3346.135010
	Iteration 156Q: 3 clusters Score -4514060 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -4514031.500000 Penalty: 3346.135010
	Iteration 157Q: 3 clusters Score -4514032 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -4514032.500000 Penalty: 3346.135010
	Iteration 158Q: 3 clusters Score -4514032 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -4514014.000000 Penalty: 3346.135010
	Iteration 159Q: 3 clusters Score -4514014 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4514016.000000 Penalty: 3346.135010
	Iteration 160F: 3 clusters Score -4514016 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -4513991.000000 Penalty: 3346.135010
	Iteration 161Q: 3 clusters Score -4513991 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -4513995.500000 Penalty: 3346.135010
	Iteration 162Q: 3 clusters Score -4513996 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -4513967.000000 Penalty: 3346.135010
	Iteration 163Q: 3 clusters Score -4513967 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -4513929.000000 Penalty: 3346.135010
	Iteration 164Q: 3 clusters Score -4513929 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -4513917.500000 Penalty: 3346.135010
	Iteration 165Q: 3 clusters Score -4513918 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -4513882.500000 Penalty: 3346.135010
	Iteration 166Q: 3 clusters Score -4513882 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -4513866.500000 Penalty: 3346.135010
	Iteration 167Q: 3 clusters Score -4513866 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -4513812.500000 Penalty: 3346.135010
	Iteration 168Q: 3 clusters Score -4513812 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -4513796.000000 Penalty: 3346.135010
	Iteration 169Q: 3 clusters Score -4513796 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -4513772.500000 Penalty: 3346.135010
	Iteration 170Q: 3 clusters Score -4513772 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -4513754.500000 Penalty: 3346.135010
	Iteration 171Q: 3 clusters Score -4513754 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -4513718.000000 Penalty: 3346.135010
	Iteration 172Q: 3 clusters Score -4513718 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -4513700.500000 Penalty: 3346.135010
	Iteration 173Q: 3 clusters Score -4513700 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -4513657.500000 Penalty: 3346.135010
	Iteration 174Q: 3 clusters Score -4513658 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -4513636.500000 Penalty: 3346.135010
	Iteration 175Q: 3 clusters Score -4513636 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -4513615.500000 Penalty: 3346.135010
	Iteration 176Q: 3 clusters Score -4513616 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -4513581.000000 Penalty: 3346.135010
	Iteration 177Q: 3 clusters Score -4513581 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -4513536.500000 Penalty: 3346.135010
	Iteration 178Q: 3 clusters Score -4513536 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -4513537.500000 Penalty: 3346.135010
	Iteration 179Q: 3 clusters Score -4513538 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -4513506.000000 Penalty: 3346.135010
	Iteration 180F: 3 clusters Score -4513506 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -4513484.500000 Penalty: 3346.135010
	Iteration 181Q: 3 clusters Score -4513484 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -4513465.000000 Penalty: 3346.135010
	Iteration 182Q: 3 clusters Score -4513465 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -4513454.000000 Penalty: 3346.135010
	Iteration 183Q: 3 clusters Score -4513454 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -4513451.500000 Penalty: 3346.135010
	Iteration 184Q: 3 clusters Score -4513452 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -4513435.000000 Penalty: 3346.135010
	Iteration 185Q: 3 clusters Score -4513435 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -4513414.500000 Penalty: 3346.135010
	Iteration 186Q: 3 clusters Score -4513414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -4513418.500000 Penalty: 3346.135010
	Iteration 187Q: 3 clusters Score -4513418 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -4513389.500000 Penalty: 3346.135010
	Iteration 188Q: 3 clusters Score -4513390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -4513375.000000 Penalty: 3346.135010
	Iteration 189Q: 3 clusters Score -4513375 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -4513367.000000 Penalty: 3346.135010
	Iteration 190Q: 3 clusters Score -4513367 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -4513359.000000 Penalty: 3346.135010
	Iteration 191Q: 3 clusters Score -4513359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -4513339.500000 Penalty: 3346.135010
	Iteration 192Q: 3 clusters Score -4513340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -4513332.500000 Penalty: 3346.135010
	Iteration 193Q: 3 clusters Score -4513332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -4513323.500000 Penalty: 3346.135010
	Iteration 194Q: 3 clusters Score -4513324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -4513312.000000 Penalty: 3346.135010
	Iteration 195Q: 3 clusters Score -4513312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -4513306.000000 Penalty: 3346.135010
	Iteration 196Q: 3 clusters Score -4513306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -4513306.500000 Penalty: 3346.135010
	Iteration 197Q: 3 clusters Score -4513306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -4513294.500000 Penalty: 3346.135010
	Iteration 198Q: 3 clusters Score -4513294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -4513286.000000 Penalty: 3346.135010
	Iteration 199Q: 3 clusters Score -4513286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -4513281.000000 Penalty: 3346.135010
	Iteration 200F: 3 clusters Score -4513281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -4513264.500000 Penalty: 3346.135010
	Iteration 201Q: 3 clusters Score -4513264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -4513258.500000 Penalty: 3346.135010
	Iteration 202Q: 3 clusters Score -4513258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -4513259.500000 Penalty: 3346.135010
	Iteration 203Q: 3 clusters Score -4513260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -4513257.500000 Penalty: 3346.135010
	Iteration 204Q: 3 clusters Score -4513258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -4513250.000000 Penalty: 3346.135010
	Iteration 205Q: 3 clusters Score -4513250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -4513230.000000 Penalty: 3346.135010
	Iteration 206Q: 3 clusters Score -4513230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -4513215.000000 Penalty: 3346.135010
	Iteration 207Q: 3 clusters Score -4513215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -4513211.500000 Penalty: 3346.135010
	Iteration 208Q: 3 clusters Score -4513212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -4513205.000000 Penalty: 3346.135010
	Iteration 209Q: 3 clusters Score -4513205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -4513194.500000 Penalty: 3346.135010
	Iteration 210Q: 3 clusters Score -4513194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -4513198.000000 Penalty: 3346.135010
	Iteration 211Q: 3 clusters Score -4513198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -4513193.500000 Penalty: 3346.135010
	Iteration 212Q: 3 clusters Score -4513194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -4513182.000000 Penalty: 3346.135010
	Iteration 213Q: 3 clusters Score -4513182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -4513184.500000 Penalty: 3346.135010
	Iteration 214Q: 3 clusters Score -4513184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -4513172.000000 Penalty: 3346.135010
	Iteration 215Q: 3 clusters Score -4513172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -4513156.000000 Penalty: 3346.135010
	Iteration 216Q: 3 clusters Score -4513156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -4513145.500000 Penalty: 3346.135010
	Iteration 217Q: 3 clusters Score -4513146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -4513141.500000 Penalty: 3346.135010
	Iteration 218Q: 3 clusters Score -4513142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -4513132.500000 Penalty: 3346.135010
	Iteration 219Q: 3 clusters Score -4513132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -4513132.000000 Penalty: 3346.135010
	Iteration 220F: 3 clusters Score -4513132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -4513134.500000 Penalty: 3346.135010
	Iteration 221Q: 3 clusters Score -4513134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -4513125.500000 Penalty: 3346.135010
	Iteration 222Q: 3 clusters Score -4513126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -4513132.000000 Penalty: 3346.135010
	Iteration 223Q: 3 clusters Score -4513132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -4513130.000000 Penalty: 3346.135010
	Iteration 224Q: 3 clusters Score -4513130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -4513125.500000 Penalty: 3346.135010
	Iteration 225Q: 3 clusters Score -4513126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -4513127.000000 Penalty: 3346.135010
	Iteration 226Q: 3 clusters Score -4513127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -4513126.500000 Penalty: 3346.135010
	Iteration 227Q: 3 clusters Score -4513126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -4513122.500000 Penalty: 3346.135010
	Iteration 228Q: 3 clusters Score -4513122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -4513121.000000 Penalty: 3346.135010
	Iteration 229Q: 3 clusters Score -4513121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -4513117.500000 Penalty: 3346.135010
	Iteration 230Q: 3 clusters Score -4513118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -4513115.500000 Penalty: 3346.135010
	Iteration 231Q: 3 clusters Score -4513116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -4513116.500000 Penalty: 3346.135010
	Iteration 232Q: 3 clusters Score -4513116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -4513117.000000 Penalty: 3346.135010
	Iteration 233Q: 3 clusters Score -4513117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -4513117.000000 Penalty: 3346.135010
	Iteration 234F: 3 clusters Score -4513117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -191598.531250 Penalty: 1191.616211
	Iteration 0F: 2 clusters Score -191598.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -189839.687500 Penalty: 2383.232422
	Iteration 0F: 3 clusters Score -189839.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -190275.218750 Penalty: 2383.232422
	Iteration 1F: 3 clusters Score -190275.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -190441.078125 Penalty: 2383.232422
	Iteration 2F: 3 clusters Score -190441.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -190543.734375 Penalty: 2383.232422
	Iteration 3F: 3 clusters Score -190543.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -190635.390625 Penalty: 2383.232422
	Iteration 4Q: 3 clusters Score -190635.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -190734.531250 Penalty: 2383.232422
	Iteration 5Q: 3 clusters Score -190734.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -190802.875000 Penalty: 2383.232422
	Iteration 6Q: 3 clusters Score -190802.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -190839.781250 Penalty: 2383.232422
	Iteration 7Q: 3 clusters Score -190839.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -190880.093750 Penalty: 2383.232422
	Iteration 8Q: 3 clusters Score -190880.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -190909.703125 Penalty: 2383.232422
	Iteration 9Q: 3 clusters Score -190909.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -190929.343750 Penalty: 2383.232422
	Iteration 10Q: 3 clusters Score -190929.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -190953.500000 Penalty: 2383.232422
	Iteration 11Q: 3 clusters Score -190953.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -190961.796875 Penalty: 2383.232422
	Iteration 12Q: 3 clusters Score -190961.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -190969.718750 Penalty: 2383.232422
	Iteration 13Q: 3 clusters Score -190969.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -190978.937500 Penalty: 2383.232422
	Iteration 14Q: 3 clusters Score -190978.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -190987.796875 Penalty: 2383.232422
	Iteration 15Q: 3 clusters Score -190987.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -190992.531250 Penalty: 2383.232422
	Iteration 16Q: 3 clusters Score -190992.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -190997.593750 Penalty: 2383.232422
	Iteration 17Q: 3 clusters Score -190997.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -190999.906250 Penalty: 2383.232422
	Iteration 18Q: 3 clusters Score -190999.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -190999.906250 Penalty: 2383.232422
	Iteration 19F: 3 clusters Score -190999.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Entering Unmasked Estep 
Score: -1619291.125000 Penalty: 1555.584595
	Iteration 0F: 2 clusters Score -1619291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1609371.000000 Penalty: 3111.169189
	Iteration 0F: 3 clusters Score -1609371 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1613271.500000 Penalty: 3111.169189
	Iteration 1F: 3 clusters Score -1613272 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1613923.250000 Penalty: 3111.169189
	Iteration 2F: 3 clusters Score -1613923 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1614611.000000 Penalty: 3111.169189
	Iteration 3F: 3 clusters Score -1614611 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1615396.625000 Penalty: 3111.169189
	Iteration 4F: 3 clusters Score -1615397 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1616253.625000 Penalty: 3111.169189
	Iteration 5F: 3 clusters Score -1616254 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1617025.875000 Penalty: 3111.169189
	Iteration 6F: 3 clusters Score -1617026 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1617631.875000 Penalty: 3111.169189
	Iteration 7Q: 3 clusters Score -1617632 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1618008.125000 Penalty: 3111.169189
	Iteration 8Q: 3 clusters Score -1618008 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1618250.750000 Penalty: 3111.169189
	Iteration 9Q: 3 clusters Score -1618251 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1618403.125000 Penalty: 3111.169189
	Iteration 10Q: 3 clusters Score -1618403 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1618501.375000 Penalty: 3111.169189
	Iteration 11Q: 3 clusters Score -1618501 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1618567.250000 Penalty: 3111.169189
	Iteration 12Q: 3 clusters Score -1618567 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1618594.750000 Penalty: 3111.169189
	Iteration 13Q: 3 clusters Score -1618595 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1618620.750000 Penalty: 3111.169189
	Iteration 14Q: 3 clusters Score -1618621 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1618640.875000 Penalty: 3111.169189
	Iteration 15Q: 3 clusters Score -1618641 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1618656.250000 Penalty: 3111.169189
	Iteration 16Q: 3 clusters Score -1618656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1618675.250000 Penalty: 3111.169189
	Iteration 17Q: 3 clusters Score -1618675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1618678.000000 Penalty: 3111.169189
	Iteration 18Q: 3 clusters Score -1618678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1618683.375000 Penalty: 3111.169189
	Iteration 19Q: 3 clusters Score -1618683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1618688.125000 Penalty: 3111.169189
	Iteration 20F: 3 clusters Score -1618688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1618690.375000 Penalty: 3111.169189
	Iteration 21Q: 3 clusters Score -1618690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1618690.250000 Penalty: 3111.169189
	Iteration 22Q: 3 clusters Score -1618690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1618694.875000 Penalty: 3111.169189
	Iteration 23Q: 3 clusters Score -1618695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1618699.375000 Penalty: 3111.169189
	Iteration 24Q: 3 clusters Score -1618699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1618702.625000 Penalty: 3111.169189
	Iteration 25Q: 3 clusters Score -1618703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1618702.500000 Penalty: 3111.169189
	Iteration 26Q: 3 clusters Score -1618702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1618702.250000 Penalty: 3111.169189
	Iteration 27Q: 3 clusters Score -1618702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1618705.750000 Penalty: 3111.169189
	Iteration 28Q: 3 clusters Score -1618706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1618713.000000 Penalty: 3111.169189
	Iteration 29Q: 3 clusters Score -1618713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1618715.125000 Penalty: 3111.169189
	Iteration 30Q: 3 clusters Score -1618715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1618715.750000 Penalty: 3111.169189
	Iteration 31Q: 3 clusters Score -1618716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1618715.875000 Penalty: 3111.169189
	Iteration 32Q: 3 clusters Score -1618716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1618715.250000 Penalty: 3111.169189
	Iteration 33Q: 3 clusters Score -1618715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1618719.375000 Penalty: 3111.169189
	Iteration 34Q: 3 clusters Score -1618719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1618719.000000 Penalty: 3111.169189
	Iteration 35Q: 3 clusters Score -1618719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1618722.750000 Penalty: 3111.169189
	Iteration 36Q: 3 clusters Score -1618723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1618725.750000 Penalty: 3111.169189
	Iteration 37Q: 3 clusters Score -1618726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1618726.875000 Penalty: 3111.169189
	Iteration 38Q: 3 clusters Score -1618727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1618726.375000 Penalty: 3111.169189
	Iteration 39Q: 3 clusters Score -1618726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1618731.125000 Penalty: 3111.169189
	Iteration 40F: 3 clusters Score -1618731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1618730.625000 Penalty: 3111.169189
	Iteration 41Q: 3 clusters Score -1618731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1618736.000000 Penalty: 3111.169189
	Iteration 42Q: 3 clusters Score -1618736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1618740.750000 Penalty: 3111.169189
	Iteration 43Q: 3 clusters Score -1618741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1618739.250000 Penalty: 3111.169189
	Iteration 44Q: 3 clusters Score -1618739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1618741.875000 Penalty: 3111.169189
	Iteration 45Q: 3 clusters Score -1618742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1618741.875000 Penalty: 3111.169189
	Iteration 46Q: 3 clusters Score -1618742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1618745.125000 Penalty: 3111.169189
	Iteration 47Q: 3 clusters Score -1618745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1618744.875000 Penalty: 3111.169189
	Iteration 48Q: 3 clusters Score -1618745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1618744.625000 Penalty: 3111.169189
	Iteration 49Q: 3 clusters Score -1618745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1618746.375000 Penalty: 3111.169189
	Iteration 50Q: 3 clusters Score -1618746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1618745.500000 Penalty: 3111.169189
	Iteration 51Q: 3 clusters Score -1618746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1618747.000000 Penalty: 3111.169189
	Iteration 52Q: 3 clusters Score -1618747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1618748.125000 Penalty: 3111.169189
	Iteration 53Q: 3 clusters Score -1618748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1618750.125000 Penalty: 3111.169189
	Iteration 54Q: 3 clusters Score -1618750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1618753.875000 Penalty: 3111.169189
	Iteration 55Q: 3 clusters Score -1618754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1618755.375000 Penalty: 3111.169189
	Iteration 56Q: 3 clusters Score -1618755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1618753.250000 Penalty: 3111.169189
	Iteration 57Q: 3 clusters Score -1618753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1618755.625000 Penalty: 3111.169189
	Iteration 58Q: 3 clusters Score -1618756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1618755.375000 Penalty: 3111.169189
	Iteration 59Q: 3 clusters Score -1618755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1618755.375000 Penalty: 3111.169189
	Iteration 60F: 3 clusters Score -1618755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -18483.511719 Penalty: 842.039856
	Iteration 0F: 2 clusters Score -18483.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17896.744141 Penalty: 1684.079712
	Iteration 0F: 3 clusters Score -17896.74 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -18080.355469 Penalty: 1684.079712
	Iteration 1F: 3 clusters Score -18080.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -18171.498047 Penalty: 1684.079712
	Iteration 2F: 3 clusters Score -18171.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -18256.554688 Penalty: 1684.079712
	Iteration 3F: 3 clusters Score -18256.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -18331.703125 Penalty: 1684.079712
	Iteration 4Q: 3 clusters Score -18331.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -18341.695312 Penalty: 1684.079712
	Iteration 5Q: 3 clusters Score -18341.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -18341.695312 Penalty: 1684.079712
	Iteration 6F: 3 clusters Score -18341.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Entering Unmasked Estep 
Score: -1640746.375000 Penalty: 1512.655029
	Iteration 0F: 2 clusters Score -1640746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1633005.625000 Penalty: 3025.310059
	Iteration 0F: 3 clusters Score -1633006 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1635668.750000 Penalty: 3025.310059
	Iteration 1F: 3 clusters Score -1635669 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1636082.500000 Penalty: 3025.310059
	Iteration 2F: 3 clusters Score -1636082 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1636536.625000 Penalty: 3025.310059
	Iteration 3F: 3 clusters Score -1636537 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1637035.750000 Penalty: 3025.310059
	Iteration 4F: 3 clusters Score -1637036 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1637538.000000 Penalty: 3025.310059
	Iteration 5F: 3 clusters Score -1637538 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1638036.000000 Penalty: 3025.310059
	Iteration 6F: 3 clusters Score -1638036 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1638496.875000 Penalty: 3025.310059
	Iteration 7F: 3 clusters Score -1638497 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1638946.625000 Penalty: 3025.310059
	Iteration 8F: 3 clusters Score -1638947 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1639300.750000 Penalty: 3025.310059
	Iteration 9Q: 3 clusters Score -1639301 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1639532.250000 Penalty: 3025.310059
	Iteration 10Q: 3 clusters Score -1639532 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1639699.375000 Penalty: 3025.310059
	Iteration 11Q: 3 clusters Score -1639699 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1639808.250000 Penalty: 3025.310059
	Iteration 12Q: 3 clusters Score -1639808 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1639889.125000 Penalty: 3025.310059
	Iteration 13Q: 3 clusters Score -1639889 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1639944.625000 Penalty: 3025.310059
	Iteration 14Q: 3 clusters Score -1639945 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1639993.125000 Penalty: 3025.310059
	Iteration 15Q: 3 clusters Score -1639993 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1640030.125000 Penalty: 3025.310059
	Iteration 16Q: 3 clusters Score -1640030 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1640053.625000 Penalty: 3025.310059
	Iteration 17Q: 3 clusters Score -1640054 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1640070.250000 Penalty: 3025.310059
	Iteration 18Q: 3 clusters Score -1640070 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1640085.625000 Penalty: 3025.310059
	Iteration 19Q: 3 clusters Score -1640086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1640092.000000 Penalty: 3025.310059
	Iteration 20F: 3 clusters Score -1640092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1640097.000000 Penalty: 3025.310059
	Iteration 21Q: 3 clusters Score -1640097 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1640096.375000 Penalty: 3025.310059
	Iteration 22Q: 3 clusters Score -1640096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1640098.375000 Penalty: 3025.310059
	Iteration 23Q: 3 clusters Score -1640098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1640102.750000 Penalty: 3025.310059
	Iteration 24Q: 3 clusters Score -1640103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1640105.375000 Penalty: 3025.310059
	Iteration 25Q: 3 clusters Score -1640105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1640107.625000 Penalty: 3025.310059
	Iteration 26Q: 3 clusters Score -1640108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1640111.625000 Penalty: 3025.310059
	Iteration 27Q: 3 clusters Score -1640112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1640115.375000 Penalty: 3025.310059
	Iteration 28Q: 3 clusters Score -1640115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1640117.250000 Penalty: 3025.310059
	Iteration 29Q: 3 clusters Score -1640117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1640121.875000 Penalty: 3025.310059
	Iteration 30Q: 3 clusters Score -1640122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1640122.000000 Penalty: 3025.310059
	Iteration 31Q: 3 clusters Score -1640122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1640121.875000 Penalty: 3025.310059
	Iteration 32Q: 3 clusters Score -1640122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1640121.625000 Penalty: 3025.310059
	Iteration 33Q: 3 clusters Score -1640122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1640125.000000 Penalty: 3025.310059
	Iteration 34Q: 3 clusters Score -1640125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1640122.750000 Penalty: 3025.310059
	Iteration 35Q: 3 clusters Score -1640123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1640125.875000 Penalty: 3025.310059
	Iteration 36Q: 3 clusters Score -1640126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1640123.500000 Penalty: 3025.310059
	Iteration 37Q: 3 clusters Score -1640124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1640124.875000 Penalty: 3025.310059
	Iteration 38Q: 3 clusters Score -1640125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1640125.875000 Penalty: 3025.310059
	Iteration 39Q: 3 clusters Score -1640126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1640125.875000 Penalty: 3025.310059
	Iteration 40F: 3 clusters Score -1640126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Entering Unmasked Estep 
Score: -664138.187500 Penalty: 1382.082031
	Iteration 0F: 2 clusters Score -664138.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -660204.437500 Penalty: 2764.164062
	Iteration 0F: 3 clusters Score -660204.4 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -661260.250000 Penalty: 2764.164062
	Iteration 1F: 3 clusters Score -661260.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -661431.875000 Penalty: 2764.164062
	Iteration 2F: 3 clusters Score -661431.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -661566.000000 Penalty: 2764.164062
	Iteration 3F: 3 clusters Score -661566 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -661698.375000 Penalty: 2764.164062
	Iteration 4Q: 3 clusters Score -661698.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -661809.125000 Penalty: 2764.164062
	Iteration 5Q: 3 clusters Score -661809.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -661931.437500 Penalty: 2764.164062
	Iteration 6Q: 3 clusters Score -661931.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -662060.937500 Penalty: 2764.164062
	Iteration 7Q: 3 clusters Score -662060.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -662182.500000 Penalty: 2764.164062
	Iteration 8Q: 3 clusters Score -662182.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -662298.125000 Penalty: 2764.164062
	Iteration 9Q: 3 clusters Score -662298.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -662397.625000 Penalty: 2764.164062
	Iteration 10Q: 3 clusters Score -662397.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -662496.500000 Penalty: 2764.164062
	Iteration 11Q: 3 clusters Score -662496.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -662587.625000 Penalty: 2764.164062
	Iteration 12Q: 3 clusters Score -662587.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -662662.875000 Penalty: 2764.164062
	Iteration 13Q: 3 clusters Score -662662.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -662716.375000 Penalty: 2764.164062
	Iteration 14Q: 3 clusters Score -662716.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -662759.187500 Penalty: 2764.164062
	Iteration 15Q: 3 clusters Score -662759.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -662789.875000 Penalty: 2764.164062
	Iteration 16Q: 3 clusters Score -662789.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -662818.937500 Penalty: 2764.164062
	Iteration 17Q: 3 clusters Score -662818.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -662845.437500 Penalty: 2764.164062
	Iteration 18Q: 3 clusters Score -662845.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -662877.375000 Penalty: 2764.164062
	Iteration 19Q: 3 clusters Score -662877.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -662902.625000 Penalty: 2764.164062
	Iteration 20F: 3 clusters Score -662902.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -662931.250000 Penalty: 2764.164062
	Iteration 21Q: 3 clusters Score -662931.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -662967.250000 Penalty: 2764.164062
	Iteration 22Q: 3 clusters Score -662967.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -662993.000000 Penalty: 2764.164062
	Iteration 23Q: 3 clusters Score -662993 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -663010.250000 Penalty: 2764.164062
	Iteration 24Q: 3 clusters Score -663010.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -663020.562500 Penalty: 2764.164062
	Iteration 25Q: 3 clusters Score -663020.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -663034.062500 Penalty: 2764.164062
	Iteration 26Q: 3 clusters Score -663034.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -663048.562500 Penalty: 2764.164062
	Iteration 27Q: 3 clusters Score -663048.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -663056.937500 Penalty: 2764.164062
	Iteration 28Q: 3 clusters Score -663056.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -663068.187500 Penalty: 2764.164062
	Iteration 29Q: 3 clusters Score -663068.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -663079.937500 Penalty: 2764.164062
	Iteration 30Q: 3 clusters Score -663079.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -663091.937500 Penalty: 2764.164062
	Iteration 31Q: 3 clusters Score -663091.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -663094.875000 Penalty: 2764.164062
	Iteration 32Q: 3 clusters Score -663094.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -663101.687500 Penalty: 2764.164062
	Iteration 33Q: 3 clusters Score -663101.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -663107.500000 Penalty: 2764.164062
	Iteration 34Q: 3 clusters Score -663107.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -663112.625000 Penalty: 2764.164062
	Iteration 35Q: 3 clusters Score -663112.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -663118.625000 Penalty: 2764.164062
	Iteration 36Q: 3 clusters Score -663118.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -663124.562500 Penalty: 2764.164062
	Iteration 37Q: 3 clusters Score -663124.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -663129.750000 Penalty: 2764.164062
	Iteration 38Q: 3 clusters Score -663129.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -663137.312500 Penalty: 2764.164062
	Iteration 39Q: 3 clusters Score -663137.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -663144.000000 Penalty: 2764.164062
	Iteration 40F: 3 clusters Score -663144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -663148.625000 Penalty: 2764.164062
	Iteration 41Q: 3 clusters Score -663148.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -663155.125000 Penalty: 2764.164062
	Iteration 42Q: 3 clusters Score -663155.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -663160.250000 Penalty: 2764.164062
	Iteration 43Q: 3 clusters Score -663160.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -663162.625000 Penalty: 2764.164062
	Iteration 44Q: 3 clusters Score -663162.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -663162.562500 Penalty: 2764.164062
	Iteration 45Q: 3 clusters Score -663162.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -663163.500000 Penalty: 2764.164062
	Iteration 46Q: 3 clusters Score -663163.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -663164.187500 Penalty: 2764.164062
	Iteration 47Q: 3 clusters Score -663164.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -663164.187500 Penalty: 2764.164062
	Iteration 48F: 3 clusters Score -663164.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Entering Unmasked Estep 
Score: -231325.562500 Penalty: 1201.704956
	Iteration 0F: 2 clusters Score -231325.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -229541.671875 Penalty: 2403.409912
	Iteration 0F: 3 clusters Score -229541.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -230024.140625 Penalty: 2403.409912
	Iteration 1F: 3 clusters Score -230024.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -230227.484375 Penalty: 2403.409912
	Iteration 2F: 3 clusters Score -230227.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -230452.234375 Penalty: 2403.409912
	Iteration 3F: 3 clusters Score -230452.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -230667.484375 Penalty: 2403.409912
	Iteration 4F: 3 clusters Score -230667.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -230818.218750 Penalty: 2403.409912
	Iteration 5Q: 3 clusters Score -230818.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -230932.281250 Penalty: 2403.409912
	Iteration 6Q: 3 clusters Score -230932.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -231015.234375 Penalty: 2403.409912
	Iteration 7Q: 3 clusters Score -231015.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -231074.671875 Penalty: 2403.409912
	Iteration 8Q: 3 clusters Score -231074.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -231114.968750 Penalty: 2403.409912
	Iteration 9Q: 3 clusters Score -231115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -231153.750000 Penalty: 2403.409912
	Iteration 10Q: 3 clusters Score -231153.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -231191.359375 Penalty: 2403.409912
	Iteration 11Q: 3 clusters Score -231191.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -231215.328125 Penalty: 2403.409912
	Iteration 12Q: 3 clusters Score -231215.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -231229.218750 Penalty: 2403.409912
	Iteration 13Q: 3 clusters Score -231229.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -231238.312500 Penalty: 2403.409912
	Iteration 14Q: 3 clusters Score -231238.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -231248.578125 Penalty: 2403.409912
	Iteration 15Q: 3 clusters Score -231248.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -231253.453125 Penalty: 2403.409912
	Iteration 16Q: 3 clusters Score -231253.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -231256.234375 Penalty: 2403.409912
	Iteration 17Q: 3 clusters Score -231256.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -231259.437500 Penalty: 2403.409912
	Iteration 18Q: 3 clusters Score -231259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -231261.562500 Penalty: 2403.409912
	Iteration 19Q: 3 clusters Score -231261.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -231264.984375 Penalty: 2403.409912
	Iteration 20F: 3 clusters Score -231265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -231266.468750 Penalty: 2403.409912
	Iteration 21Q: 3 clusters Score -231266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -231267.515625 Penalty: 2403.409912
	Iteration 22Q: 3 clusters Score -231267.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -231267.906250 Penalty: 2403.409912
	Iteration 23Q: 3 clusters Score -231267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -231268.703125 Penalty: 2403.409912
	Iteration 24Q: 3 clusters Score -231268.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -231268.703125 Penalty: 2403.409912
	Iteration 25F: 3 clusters Score -231268.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Entering Unmasked Estep 
Score: -3615149.000000 Penalty: 1637.180786
	Iteration 0F: 2 clusters Score -3615149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -3600561.000000 Penalty: 3274.361572
	Iteration 0F: 3 clusters Score -3600561 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3606542.500000 Penalty: 3274.361572
	Iteration 1F: 3 clusters Score -3606542 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -3607271.250000 Penalty: 3274.361572
	Iteration 2F: 3 clusters Score -3607271 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -3608311.750000 Penalty: 3274.361572
	Iteration 3F: 3 clusters Score -3608312 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -3609785.250000 Penalty: 3274.361572
	Iteration 4F: 3 clusters Score -3609785 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3611343.000000 Penalty: 3274.361572
	Iteration 5F: 3 clusters Score -3611343 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3612448.500000 Penalty: 3274.361572
	Iteration 6F: 3 clusters Score -3612448 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3613075.250000 Penalty: 3274.361572
	Iteration 7Q: 3 clusters Score -3613075 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3613409.250000 Penalty: 3274.361572
	Iteration 8Q: 3 clusters Score -3613409 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3613549.250000 Penalty: 3274.361572
	Iteration 9Q: 3 clusters Score -3613549 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3613655.000000 Penalty: 3274.361572
	Iteration 10Q: 3 clusters Score -3613655 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3613700.750000 Penalty: 3274.361572
	Iteration 11Q: 3 clusters Score -3613701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3613720.250000 Penalty: 3274.361572
	Iteration 12Q: 3 clusters Score -3613720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3613729.500000 Penalty: 3274.361572
	Iteration 13Q: 3 clusters Score -3613730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3613738.000000 Penalty: 3274.361572
	Iteration 14Q: 3 clusters Score -3613738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3613749.250000 Penalty: 3274.361572
	Iteration 15Q: 3 clusters Score -3613749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3613754.000000 Penalty: 3274.361572
	Iteration 16Q: 3 clusters Score -3613754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3613756.750000 Penalty: 3274.361572
	Iteration 17Q: 3 clusters Score -3613757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3613752.500000 Penalty: 3274.361572
	Iteration 18Q: 3 clusters Score -3613752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3613751.500000 Penalty: 3274.361572
	Iteration 19Q: 3 clusters Score -3613752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3613754.250000 Penalty: 3274.361572
	Iteration 20F: 3 clusters Score -3613754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3613756.500000 Penalty: 3274.361572
	Iteration 21Q: 3 clusters Score -3613756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3613756.500000 Penalty: 3274.361572
	Iteration 22F: 3 clusters Score -3613756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Entering Unmasked Estep 
Score: -1193284.000000 Penalty: 1462.157104
	Iteration 0F: 2 clusters Score -1193284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1187436.125000 Penalty: 2924.314209
	Iteration 0F: 3 clusters Score -1187436 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1189302.000000 Penalty: 2924.314209
	Iteration 1F: 3 clusters Score -1189302 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1189535.750000 Penalty: 2924.314209
	Iteration 2F: 3 clusters Score -1189536 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1189703.125000 Penalty: 2924.314209
	Iteration 3Q: 3 clusters Score -1189703 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1189846.625000 Penalty: 2924.314209
	Iteration 4Q: 3 clusters Score -1189847 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1189963.500000 Penalty: 2924.314209
	Iteration 5Q: 3 clusters Score -1189964 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1190106.000000 Penalty: 2924.314209
	Iteration 6Q: 3 clusters Score -1190106 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1190253.375000 Penalty: 2924.314209
	Iteration 7Q: 3 clusters Score -1190253 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1190415.000000 Penalty: 2924.314209
	Iteration 8Q: 3 clusters Score -1190415 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1190558.875000 Penalty: 2924.314209
	Iteration 9Q: 3 clusters Score -1190559 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1190720.625000 Penalty: 2924.314209
	Iteration 10Q: 3 clusters Score -1190721 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1190893.500000 Penalty: 2924.314209
	Iteration 11Q: 3 clusters Score -1190894 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1191038.625000 Penalty: 2924.314209
	Iteration 12Q: 3 clusters Score -1191039 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1191170.000000 Penalty: 2924.314209
	Iteration 13Q: 3 clusters Score -1191170 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1191274.625000 Penalty: 2924.314209
	Iteration 14Q: 3 clusters Score -1191275 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1191361.000000 Penalty: 2924.314209
	Iteration 15Q: 3 clusters Score -1191361 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1191428.625000 Penalty: 2924.314209
	Iteration 16Q: 3 clusters Score -1191429 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1191477.875000 Penalty: 2924.314209
	Iteration 17Q: 3 clusters Score -1191478 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1191512.000000 Penalty: 2924.314209
	Iteration 18Q: 3 clusters Score -1191512 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1191550.750000 Penalty: 2924.314209
	Iteration 19Q: 3 clusters Score -1191551 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1191579.500000 Penalty: 2924.314209
	Iteration 20F: 3 clusters Score -1191580 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1191613.125000 Penalty: 2924.314209
	Iteration 21Q: 3 clusters Score -1191613 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1191626.375000 Penalty: 2924.314209
	Iteration 22Q: 3 clusters Score -1191626 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1191642.125000 Penalty: 2924.314209
	Iteration 23Q: 3 clusters Score -1191642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1191654.250000 Penalty: 2924.314209
	Iteration 24Q: 3 clusters Score -1191654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1191665.500000 Penalty: 2924.314209
	Iteration 25Q: 3 clusters Score -1191666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1191681.625000 Penalty: 2924.314209
	Iteration 26Q: 3 clusters Score -1191682 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1191691.875000 Penalty: 2924.314209
	Iteration 27Q: 3 clusters Score -1191692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1191698.000000 Penalty: 2924.314209
	Iteration 28Q: 3 clusters Score -1191698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1191705.625000 Penalty: 2924.314209
	Iteration 29Q: 3 clusters Score -1191706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1191715.250000 Penalty: 2924.314209
	Iteration 30Q: 3 clusters Score -1191715 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1191723.625000 Penalty: 2924.314209
	Iteration 31Q: 3 clusters Score -1191724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1191730.375000 Penalty: 2924.314209
	Iteration 32Q: 3 clusters Score -1191730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1191740.250000 Penalty: 2924.314209
	Iteration 33Q: 3 clusters Score -1191740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1191743.875000 Penalty: 2924.314209
	Iteration 34Q: 3 clusters Score -1191744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1191752.500000 Penalty: 2924.314209
	Iteration 35Q: 3 clusters Score -1191752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1191756.500000 Penalty: 2924.314209
	Iteration 36Q: 3 clusters Score -1191756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1191763.375000 Penalty: 2924.314209
	Iteration 37Q: 3 clusters Score -1191763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1191770.625000 Penalty: 2924.314209
	Iteration 38Q: 3 clusters Score -1191771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1191773.875000 Penalty: 2924.314209
	Iteration 39Q: 3 clusters Score -1191774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1191777.875000 Penalty: 2924.314209
	Iteration 40F: 3 clusters Score -1191778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1191785.625000 Penalty: 2924.314209
	Iteration 41Q: 3 clusters Score -1191786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1191788.500000 Penalty: 2924.314209
	Iteration 42Q: 3 clusters Score -1191788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1191793.250000 Penalty: 2924.314209
	Iteration 43Q: 3 clusters Score -1191793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1191794.625000 Penalty: 2924.314209
	Iteration 44Q: 3 clusters Score -1191795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1191797.375000 Penalty: 2924.314209
	Iteration 45Q: 3 clusters Score -1191797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1191798.875000 Penalty: 2924.314209
	Iteration 46Q: 3 clusters Score -1191799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1191798.125000 Penalty: 2924.314209
	Iteration 47Q: 3 clusters Score -1191798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1191802.000000 Penalty: 2924.314209
	Iteration 48Q: 3 clusters Score -1191802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1191804.375000 Penalty: 2924.314209
	Iteration 49Q: 3 clusters Score -1191804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1191812.875000 Penalty: 2924.314209
	Iteration 50Q: 3 clusters Score -1191813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1191814.250000 Penalty: 2924.314209
	Iteration 51Q: 3 clusters Score -1191814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1191817.750000 Penalty: 2924.314209
	Iteration 52Q: 3 clusters Score -1191818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1191823.250000 Penalty: 2924.314209
	Iteration 53Q: 3 clusters Score -1191823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1191824.250000 Penalty: 2924.314209
	Iteration 54Q: 3 clusters Score -1191824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1191826.875000 Penalty: 2924.314209
	Iteration 55Q: 3 clusters Score -1191827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1191831.250000 Penalty: 2924.314209
	Iteration 56Q: 3 clusters Score -1191831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1191834.375000 Penalty: 2924.314209
	Iteration 57Q: 3 clusters Score -1191834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1191837.875000 Penalty: 2924.314209
	Iteration 58Q: 3 clusters Score -1191838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1191842.250000 Penalty: 2924.314209
	Iteration 59Q: 3 clusters Score -1191842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1191845.500000 Penalty: 2924.314209
	Iteration 60F: 3 clusters Score -1191846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1191849.625000 Penalty: 2924.314209
	Iteration 61Q: 3 clusters Score -1191850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1191852.375000 Penalty: 2924.314209
	Iteration 62Q: 3 clusters Score -1191852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1191859.125000 Penalty: 2924.314209
	Iteration 63Q: 3 clusters Score -1191859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1191863.000000 Penalty: 2924.314209
	Iteration 64Q: 3 clusters Score -1191863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1191869.750000 Penalty: 2924.314209
	Iteration 65Q: 3 clusters Score -1191870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1191878.625000 Penalty: 2924.314209
	Iteration 66Q: 3 clusters Score -1191879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1191890.875000 Penalty: 2924.314209
	Iteration 67Q: 3 clusters Score -1191891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1191899.625000 Penalty: 2924.314209
	Iteration 68Q: 3 clusters Score -1191900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1191905.125000 Penalty: 2924.314209
	Iteration 69Q: 3 clusters Score -1191905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1191912.375000 Penalty: 2924.314209
	Iteration 70Q: 3 clusters Score -1191912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1191917.750000 Penalty: 2924.314209
	Iteration 71Q: 3 clusters Score -1191918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1191920.875000 Penalty: 2924.314209
	Iteration 72Q: 3 clusters Score -1191921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1191928.250000 Penalty: 2924.314209
	Iteration 73Q: 3 clusters Score -1191928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1191931.500000 Penalty: 2924.314209
	Iteration 74Q: 3 clusters Score -1191932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1191939.750000 Penalty: 2924.314209
	Iteration 75Q: 3 clusters Score -1191940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1191949.125000 Penalty: 2924.314209
	Iteration 76Q: 3 clusters Score -1191949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1191960.875000 Penalty: 2924.314209
	Iteration 77Q: 3 clusters Score -1191961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1191967.125000 Penalty: 2924.314209
	Iteration 78Q: 3 clusters Score -1191967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1191975.500000 Penalty: 2924.314209
	Iteration 79Q: 3 clusters Score -1191976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1191978.000000 Penalty: 2924.314209
	Iteration 80F: 3 clusters Score -1191978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1191981.125000 Penalty: 2924.314209
	Iteration 81Q: 3 clusters Score -1191981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1191983.875000 Penalty: 2924.314209
	Iteration 82Q: 3 clusters Score -1191984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1191986.125000 Penalty: 2924.314209
	Iteration 83Q: 3 clusters Score -1191986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1191988.750000 Penalty: 2924.314209
	Iteration 84Q: 3 clusters Score -1191989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1191989.000000 Penalty: 2924.314209
	Iteration 85Q: 3 clusters Score -1191989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1191989.250000 Penalty: 2924.314209
	Iteration 86Q: 3 clusters Score -1191989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1191990.375000 Penalty: 2924.314209
	Iteration 87Q: 3 clusters Score -1191990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1191990.125000 Penalty: 2924.314209
	Iteration 88Q: 3 clusters Score -1191990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1191990.125000 Penalty: 2924.314209
	Iteration 89F: 3 clusters Score -1191990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Entering Unmasked Estep 
Score: -1684620.500000 Penalty: 1514.033691
	Iteration 0F: 2 clusters Score -1684620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1676855.500000 Penalty: 3028.067383
	Iteration 0F: 3 clusters Score -1676856 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1679578.500000 Penalty: 3028.067383
	Iteration 1F: 3 clusters Score -1679578 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1680004.750000 Penalty: 3028.067383
	Iteration 2F: 3 clusters Score -1680005 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1680410.875000 Penalty: 3028.067383
	Iteration 3F: 3 clusters Score -1680411 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1680885.750000 Penalty: 3028.067383
	Iteration 4F: 3 clusters Score -1680886 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1681364.000000 Penalty: 3028.067383
	Iteration 5F: 3 clusters Score -1681364 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1681812.250000 Penalty: 3028.067383
	Iteration 6F: 3 clusters Score -1681812 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1682172.500000 Penalty: 3028.067383
	Iteration 7Q: 3 clusters Score -1682172 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1682461.250000 Penalty: 3028.067383
	Iteration 8Q: 3 clusters Score -1682461 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1682672.750000 Penalty: 3028.067383
	Iteration 9Q: 3 clusters Score -1682673 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1682823.000000 Penalty: 3028.067383
	Iteration 10Q: 3 clusters Score -1682823 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1682946.000000 Penalty: 3028.067383
	Iteration 11Q: 3 clusters Score -1682946 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1683057.375000 Penalty: 3028.067383
	Iteration 12Q: 3 clusters Score -1683057 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1683149.250000 Penalty: 3028.067383
	Iteration 13Q: 3 clusters Score -1683149 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1683194.250000 Penalty: 3028.067383
	Iteration 14Q: 3 clusters Score -1683194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1683233.500000 Penalty: 3028.067383
	Iteration 15Q: 3 clusters Score -1683234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1683264.625000 Penalty: 3028.067383
	Iteration 16Q: 3 clusters Score -1683265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1683284.500000 Penalty: 3028.067383
	Iteration 17Q: 3 clusters Score -1683284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1683292.375000 Penalty: 3028.067383
	Iteration 18Q: 3 clusters Score -1683292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1683308.250000 Penalty: 3028.067383
	Iteration 19Q: 3 clusters Score -1683308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1683317.625000 Penalty: 3028.067383
	Iteration 20F: 3 clusters Score -1683318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1683326.375000 Penalty: 3028.067383
	Iteration 21Q: 3 clusters Score -1683326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1683330.000000 Penalty: 3028.067383
	Iteration 22Q: 3 clusters Score -1683330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1683335.875000 Penalty: 3028.067383
	Iteration 23Q: 3 clusters Score -1683336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1683336.875000 Penalty: 3028.067383
	Iteration 24Q: 3 clusters Score -1683337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1683336.500000 Penalty: 3028.067383
	Iteration 25Q: 3 clusters Score -1683336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1683336.125000 Penalty: 3028.067383
	Iteration 26Q: 3 clusters Score -1683336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1683336.125000 Penalty: 3028.067383
	Iteration 27F: 3 clusters Score -1683336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Entering Unmasked Estep 
Score: -794390.937500 Penalty: 1391.693359
	Iteration 0F: 2 clusters Score -794390.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -790299.375000 Penalty: 2783.386719
	Iteration 0F: 3 clusters Score -790299.4 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -791400.812500 Penalty: 2783.386719
	Iteration 1F: 3 clusters Score -791400.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -791566.375000 Penalty: 2783.386719
	Iteration 2F: 3 clusters Score -791566.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -791675.437500 Penalty: 2783.386719
	Iteration 3Q: 3 clusters Score -791675.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -791755.375000 Penalty: 2783.386719
	Iteration 4Q: 3 clusters Score -791755.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -791823.250000 Penalty: 2783.386719
	Iteration 5Q: 3 clusters Score -791823.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -791892.625000 Penalty: 2783.386719
	Iteration 6Q: 3 clusters Score -791892.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -791937.562500 Penalty: 2783.386719
	Iteration 7Q: 3 clusters Score -791937.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -791982.312500 Penalty: 2783.386719
	Iteration 8Q: 3 clusters Score -791982.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -792028.125000 Penalty: 2783.386719
	Iteration 9Q: 3 clusters Score -792028.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -792072.125000 Penalty: 2783.386719
	Iteration 10Q: 3 clusters Score -792072.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -792116.125000 Penalty: 2783.386719
	Iteration 11Q: 3 clusters Score -792116.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -792159.125000 Penalty: 2783.386719
	Iteration 12Q: 3 clusters Score -792159.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -792208.687500 Penalty: 2783.386719
	Iteration 13Q: 3 clusters Score -792208.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -792262.000000 Penalty: 2783.386719
	Iteration 14Q: 3 clusters Score -792262 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -792317.750000 Penalty: 2783.386719
	Iteration 15Q: 3 clusters Score -792317.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -792373.687500 Penalty: 2783.386719
	Iteration 16Q: 3 clusters Score -792373.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -792440.312500 Penalty: 2783.386719
	Iteration 17Q: 3 clusters Score -792440.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -792510.562500 Penalty: 2783.386719
	Iteration 18Q: 3 clusters Score -792510.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -792586.000000 Penalty: 2783.386719
	Iteration 19Q: 3 clusters Score -792586 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -792660.062500 Penalty: 2783.386719
	Iteration 20F: 3 clusters Score -792660.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -792720.937500 Penalty: 2783.386719
	Iteration 21Q: 3 clusters Score -792720.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -792782.687500 Penalty: 2783.386719
	Iteration 22Q: 3 clusters Score -792782.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -792842.437500 Penalty: 2783.386719
	Iteration 23Q: 3 clusters Score -792842.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -792897.437500 Penalty: 2783.386719
	Iteration 24Q: 3 clusters Score -792897.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -792945.187500 Penalty: 2783.386719
	Iteration 25Q: 3 clusters Score -792945.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -792980.312500 Penalty: 2783.386719
	Iteration 26Q: 3 clusters Score -792980.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -793003.000000 Penalty: 2783.386719
	Iteration 27Q: 3 clusters Score -793003 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -793021.500000 Penalty: 2783.386719
	Iteration 28Q: 3 clusters Score -793021.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -793037.375000 Penalty: 2783.386719
	Iteration 29Q: 3 clusters Score -793037.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -793053.250000 Penalty: 2783.386719
	Iteration 30Q: 3 clusters Score -793053.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -793072.312500 Penalty: 2783.386719
	Iteration 31Q: 3 clusters Score -793072.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -793088.625000 Penalty: 2783.386719
	Iteration 32Q: 3 clusters Score -793088.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -793112.562500 Penalty: 2783.386719
	Iteration 33Q: 3 clusters Score -793112.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -793134.500000 Penalty: 2783.386719
	Iteration 34Q: 3 clusters Score -793134.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -793152.437500 Penalty: 2783.386719
	Iteration 35Q: 3 clusters Score -793152.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -793168.500000 Penalty: 2783.386719
	Iteration 36Q: 3 clusters Score -793168.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -793183.437500 Penalty: 2783.386719
	Iteration 37Q: 3 clusters Score -793183.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -793192.062500 Penalty: 2783.386719
	Iteration 38Q: 3 clusters Score -793192.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -793193.937500 Penalty: 2783.386719
	Iteration 39Q: 3 clusters Score -793193.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -793195.687500 Penalty: 2783.386719
	Iteration 40F: 3 clusters Score -793195.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -793197.875000 Penalty: 2783.386719
	Iteration 41Q: 3 clusters Score -793197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -793198.937500 Penalty: 2783.386719
	Iteration 42Q: 3 clusters Score -793198.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -793200.687500 Penalty: 2783.386719
	Iteration 43Q: 3 clusters Score -793200.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -793199.125000 Penalty: 2783.386719
	Iteration 44Q: 3 clusters Score -793199.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -793199.125000 Penalty: 2783.386719
	Iteration 45F: 3 clusters Score -793199.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Entering Unmasked Estep 
Score: -3027484.750000 Penalty: 1608.551147
	Iteration 0F: 2 clusters Score -3027485 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 9979 members 
Entering Unmasked Estep 
Score: -3015141.250000 Penalty: 3217.102295
	Iteration 0F: 3 clusters Score -3015141 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -3020160.250000 Penalty: 3217.102295
	Iteration 1F: 3 clusters Score -3020160 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -3020532.250000 Penalty: 3217.102295
	Iteration 2F: 3 clusters Score -3020532 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -3020904.250000 Penalty: 3217.102295
	Iteration 3Q: 3 clusters Score -3020904 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -3021267.500000 Penalty: 3217.102295
	Iteration 4Q: 3 clusters Score -3021268 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -3021703.000000 Penalty: 3217.102295
	Iteration 5Q: 3 clusters Score -3021703 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -3022153.500000 Penalty: 3217.102295
	Iteration 6Q: 3 clusters Score -3022154 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -3022599.500000 Penalty: 3217.102295
	Iteration 7Q: 3 clusters Score -3022600 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -3023099.750000 Penalty: 3217.102295
	Iteration 8Q: 3 clusters Score -3023100 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -3023676.000000 Penalty: 3217.102295
	Iteration 9Q: 3 clusters Score -3023676 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -3024196.750000 Penalty: 3217.102295
	Iteration 10Q: 3 clusters Score -3024197 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -3024591.750000 Penalty: 3217.102295
	Iteration 11Q: 3 clusters Score -3024592 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -3024862.500000 Penalty: 3217.102295
	Iteration 12Q: 3 clusters Score -3024862 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3025051.000000 Penalty: 3217.102295
	Iteration 13Q: 3 clusters Score -3025051 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -3025198.500000 Penalty: 3217.102295
	Iteration 14Q: 3 clusters Score -3025198 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3025316.000000 Penalty: 3217.102295
	Iteration 15Q: 3 clusters Score -3025316 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3025382.750000 Penalty: 3217.102295
	Iteration 16Q: 3 clusters Score -3025383 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -3025452.000000 Penalty: 3217.102295
	Iteration 17Q: 3 clusters Score -3025452 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -3025507.250000 Penalty: 3217.102295
	Iteration 18Q: 3 clusters Score -3025507 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -3025561.750000 Penalty: 3217.102295
	Iteration 19Q: 3 clusters Score -3025562 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3025614.250000 Penalty: 3217.102295
	Iteration 20F: 3 clusters Score -3025614 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -3025691.500000 Penalty: 3217.102295
	Iteration 21Q: 3 clusters Score -3025692 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3025741.500000 Penalty: 3217.102295
	Iteration 22Q: 3 clusters Score -3025742 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3025805.750000 Penalty: 3217.102295
	Iteration 23Q: 3 clusters Score -3025806 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -3025881.750000 Penalty: 3217.102295
	Iteration 24Q: 3 clusters Score -3025882 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -3025928.500000 Penalty: 3217.102295
	Iteration 25Q: 3 clusters Score -3025928 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3025960.750000 Penalty: 3217.102295
	Iteration 26Q: 3 clusters Score -3025961 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3025998.750000 Penalty: 3217.102295
	Iteration 27Q: 3 clusters Score -3025999 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -3026013.500000 Penalty: 3217.102295
	Iteration 28Q: 3 clusters Score -3026014 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3026034.500000 Penalty: 3217.102295
	Iteration 29Q: 3 clusters Score -3026034 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -3026044.250000 Penalty: 3217.102295
	Iteration 30Q: 3 clusters Score -3026044 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -3026071.000000 Penalty: 3217.102295
	Iteration 31Q: 3 clusters Score -3026071 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -3026074.750000 Penalty: 3217.102295
	Iteration 32Q: 3 clusters Score -3026075 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3026093.750000 Penalty: 3217.102295
	Iteration 33Q: 3 clusters Score -3026094 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -3026106.500000 Penalty: 3217.102295
	Iteration 34Q: 3 clusters Score -3026106 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3026090.750000 Penalty: 3217.102295
	Iteration 35Q: 3 clusters Score -3026091 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -3026098.000000 Penalty: 3217.102295
	Iteration 36Q: 3 clusters Score -3026098 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -3026099.750000 Penalty: 3217.102295
	Iteration 37Q: 3 clusters Score -3026100 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -3026105.250000 Penalty: 3217.102295
	Iteration 38Q: 3 clusters Score -3026105 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3026116.500000 Penalty: 3217.102295
	Iteration 39Q: 3 clusters Score -3026116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -3026140.250000 Penalty: 3217.102295
	Iteration 40F: 3 clusters Score -3026140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3026135.500000 Penalty: 3217.102295
	Iteration 41Q: 3 clusters Score -3026136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -3026141.250000 Penalty: 3217.102295
	Iteration 42Q: 3 clusters Score -3026141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3026141.750000 Penalty: 3217.102295
	Iteration 43Q: 3 clusters Score -3026142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -3026156.250000 Penalty: 3217.102295
	Iteration 44Q: 3 clusters Score -3026156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -3026165.750000 Penalty: 3217.102295
	Iteration 45Q: 3 clusters Score -3026166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -3026163.500000 Penalty: 3217.102295
	Iteration 46Q: 3 clusters Score -3026164 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -3026173.250000 Penalty: 3217.102295
	Iteration 47Q: 3 clusters Score -3026173 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3026170.500000 Penalty: 3217.102295
	Iteration 48Q: 3 clusters Score -3026170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -3026180.500000 Penalty: 3217.102295
	Iteration 49Q: 3 clusters Score -3026180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3026182.750000 Penalty: 3217.102295
	Iteration 50Q: 3 clusters Score -3026183 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3026196.000000 Penalty: 3217.102295
	Iteration 51Q: 3 clusters Score -3026196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3026194.750000 Penalty: 3217.102295
	Iteration 52Q: 3 clusters Score -3026195 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3026204.750000 Penalty: 3217.102295
	Iteration 53Q: 3 clusters Score -3026205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3026200.500000 Penalty: 3217.102295
	Iteration 54Q: 3 clusters Score -3026200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3026203.750000 Penalty: 3217.102295
	Iteration 55Q: 3 clusters Score -3026204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3026217.250000 Penalty: 3217.102295
	Iteration 56Q: 3 clusters Score -3026217 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3026222.750000 Penalty: 3217.102295
	Iteration 57Q: 3 clusters Score -3026223 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3026222.750000 Penalty: 3217.102295
	Iteration 58Q: 3 clusters Score -3026223 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3026216.000000 Penalty: 3217.102295
	Iteration 59Q: 3 clusters Score -3026216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -3026222.000000 Penalty: 3217.102295
	Iteration 60F: 3 clusters Score -3026222 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3026233.500000 Penalty: 3217.102295
	Iteration 61Q: 3 clusters Score -3026234 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3026232.000000 Penalty: 3217.102295
	Iteration 62Q: 3 clusters Score -3026232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3026228.500000 Penalty: 3217.102295
	Iteration 63Q: 3 clusters Score -3026228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3026236.250000 Penalty: 3217.102295
	Iteration 64Q: 3 clusters Score -3026236 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -3026245.000000 Penalty: 3217.102295
	Iteration 65Q: 3 clusters Score -3026245 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3026259.000000 Penalty: 3217.102295
	Iteration 66Q: 3 clusters Score -3026259 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -3026262.750000 Penalty: 3217.102295
	Iteration 67Q: 3 clusters Score -3026263 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -3026262.000000 Penalty: 3217.102295
	Iteration 68Q: 3 clusters Score -3026262 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3026269.000000 Penalty: 3217.102295
	Iteration 69Q: 3 clusters Score -3026269 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3026272.500000 Penalty: 3217.102295
	Iteration 70Q: 3 clusters Score -3026272 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -3026266.750000 Penalty: 3217.102295
	Iteration 71Q: 3 clusters Score -3026267 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3026273.000000 Penalty: 3217.102295
	Iteration 72Q: 3 clusters Score -3026273 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3026289.750000 Penalty: 3217.102295
	Iteration 73Q: 3 clusters Score -3026290 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -3026289.750000 Penalty: 3217.102295
	Iteration 74Q: 3 clusters Score -3026290 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3026294.000000 Penalty: 3217.102295
	Iteration 75Q: 3 clusters Score -3026294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3026294.750000 Penalty: 3217.102295
	Iteration 76Q: 3 clusters Score -3026295 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3026311.000000 Penalty: 3217.102295
	Iteration 77Q: 3 clusters Score -3026311 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -3026308.250000 Penalty: 3217.102295
	Iteration 78Q: 3 clusters Score -3026308 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3026309.750000 Penalty: 3217.102295
	Iteration 79Q: 3 clusters Score -3026310 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3026312.000000 Penalty: 3217.102295
	Iteration 80F: 3 clusters Score -3026312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -3026307.500000 Penalty: 3217.102295
	Iteration 81Q: 3 clusters Score -3026308 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3026301.500000 Penalty: 3217.102295
	Iteration 82Q: 3 clusters Score -3026302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -3026302.000000 Penalty: 3217.102295
	Iteration 83Q: 3 clusters Score -3026302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -3026311.500000 Penalty: 3217.102295
	Iteration 84Q: 3 clusters Score -3026312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -3026309.500000 Penalty: 3217.102295
	Iteration 85Q: 3 clusters Score -3026310 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3026309.500000 Penalty: 3217.102295
	Iteration 86Q: 3 clusters Score -3026310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3026311.500000 Penalty: 3217.102295
	Iteration 87Q: 3 clusters Score -3026312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -3026317.750000 Penalty: 3217.102295
	Iteration 88Q: 3 clusters Score -3026318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -3026314.500000 Penalty: 3217.102295
	Iteration 89Q: 3 clusters Score -3026314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3026310.500000 Penalty: 3217.102295
	Iteration 90Q: 3 clusters Score -3026310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -3026310.000000 Penalty: 3217.102295
	Iteration 91Q: 3 clusters Score -3026310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -3026311.750000 Penalty: 3217.102295
	Iteration 92Q: 3 clusters Score -3026312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -3026317.000000 Penalty: 3217.102295
	Iteration 93Q: 3 clusters Score -3026317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3026311.750000 Penalty: 3217.102295
	Iteration 94Q: 3 clusters Score -3026312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -3026312.750000 Penalty: 3217.102295
	Iteration 95Q: 3 clusters Score -3026313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -3026319.000000 Penalty: 3217.102295
	Iteration 96Q: 3 clusters Score -3026319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -3026320.500000 Penalty: 3217.102295
	Iteration 97Q: 3 clusters Score -3026320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -3026318.750000 Penalty: 3217.102295
	Iteration 98Q: 3 clusters Score -3026319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3026316.750000 Penalty: 3217.102295
	Iteration 99Q: 3 clusters Score -3026317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -3026316.000000 Penalty: 3217.102295
	Iteration 100F: 3 clusters Score -3026316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -3026315.750000 Penalty: 3217.102295
	Iteration 101Q: 3 clusters Score -3026316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -3026314.000000 Penalty: 3217.102295
	Iteration 102Q: 3 clusters Score -3026314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -3026316.500000 Penalty: 3217.102295
	Iteration 103Q: 3 clusters Score -3026316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -3026319.250000 Penalty: 3217.102295
	Iteration 104Q: 3 clusters Score -3026319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -3026317.750000 Penalty: 3217.102295
	Iteration 105Q: 3 clusters Score -3026318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -3026317.500000 Penalty: 3217.102295
	Iteration 106Q: 3 clusters Score -3026318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -3026319.000000 Penalty: 3217.102295
	Iteration 107Q: 3 clusters Score -3026319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3026322.000000 Penalty: 3217.102295
	Iteration 108Q: 3 clusters Score -3026322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3026320.500000 Penalty: 3217.102295
	Iteration 109Q: 3 clusters Score -3026320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3026313.250000 Penalty: 3217.102295
	Iteration 110Q: 3 clusters Score -3026313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -3026316.000000 Penalty: 3217.102295
	Iteration 111Q: 3 clusters Score -3026316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3026317.500000 Penalty: 3217.102295
	Iteration 112Q: 3 clusters Score -3026318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3026321.500000 Penalty: 3217.102295
	Iteration 113Q: 3 clusters Score -3026322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -3026318.500000 Penalty: 3217.102295
	Iteration 114Q: 3 clusters Score -3026318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3026315.500000 Penalty: 3217.102295
	Iteration 115Q: 3 clusters Score -3026316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -3026309.250000 Penalty: 3217.102295
	Iteration 116Q: 3 clusters Score -3026309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -3026315.250000 Penalty: 3217.102295
	Iteration 117Q: 3 clusters Score -3026315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3026320.000000 Penalty: 3217.102295
	Iteration 118Q: 3 clusters Score -3026320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3026314.250000 Penalty: 3217.102295
	Iteration 119Q: 3 clusters Score -3026314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -3026319.250000 Penalty: 3217.102295
	Iteration 120F: 3 clusters Score -3026319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -3026322.000000 Penalty: 3217.102295
	Iteration 121Q: 3 clusters Score -3026322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -3026320.250000 Penalty: 3217.102295
	Iteration 122Q: 3 clusters Score -3026320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3026319.250000 Penalty: 3217.102295
	Iteration 123Q: 3 clusters Score -3026319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -3026320.750000 Penalty: 3217.102295
	Iteration 124Q: 3 clusters Score -3026321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -3026327.000000 Penalty: 3217.102295
	Iteration 125Q: 3 clusters Score -3026327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3026319.500000 Penalty: 3217.102295
	Iteration 126Q: 3 clusters Score -3026320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -3026322.250000 Penalty: 3217.102295
	Iteration 127Q: 3 clusters Score -3026322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -3026322.250000 Penalty: 3217.102295
	Iteration 128F: 3 clusters Score -3026322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -225696.593750 Penalty: 1207.682495
	Iteration 0F: 2 clusters Score -225696.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -223805.843750 Penalty: 2415.364990
	Iteration 0F: 3 clusters Score -223805.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -224250.531250 Penalty: 2415.364990
	Iteration 1F: 3 clusters Score -224250.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -224389.625000 Penalty: 2415.364990
	Iteration 2F: 3 clusters Score -224389.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -224476.515625 Penalty: 2415.364990
	Iteration 3F: 3 clusters Score -224476.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -224528.546875 Penalty: 2415.364990
	Iteration 4Q: 3 clusters Score -224528.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -224571.781250 Penalty: 2415.364990
	Iteration 5Q: 3 clusters Score -224571.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -224605.421875 Penalty: 2415.364990
	Iteration 6Q: 3 clusters Score -224605.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -224633.515625 Penalty: 2415.364990
	Iteration 7Q: 3 clusters Score -224633.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -224659.265625 Penalty: 2415.364990
	Iteration 8Q: 3 clusters Score -224659.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -224685.984375 Penalty: 2415.364990
	Iteration 9Q: 3 clusters Score -224686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -224709.531250 Penalty: 2415.364990
	Iteration 10Q: 3 clusters Score -224709.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -224731.125000 Penalty: 2415.364990
	Iteration 11Q: 3 clusters Score -224731.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -224747.562500 Penalty: 2415.364990
	Iteration 12Q: 3 clusters Score -224747.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -224768.734375 Penalty: 2415.364990
	Iteration 13Q: 3 clusters Score -224768.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -224789.890625 Penalty: 2415.364990
	Iteration 14Q: 3 clusters Score -224789.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -224799.156250 Penalty: 2415.364990
	Iteration 15Q: 3 clusters Score -224799.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -224809.359375 Penalty: 2415.364990
	Iteration 16Q: 3 clusters Score -224809.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -224816.640625 Penalty: 2415.364990
	Iteration 17Q: 3 clusters Score -224816.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -224829.515625 Penalty: 2415.364990
	Iteration 18Q: 3 clusters Score -224829.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -224851.562500 Penalty: 2415.364990
	Iteration 19Q: 3 clusters Score -224851.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -224877.390625 Penalty: 2415.364990
	Iteration 20F: 3 clusters Score -224877.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -224898.062500 Penalty: 2415.364990
	Iteration 21Q: 3 clusters Score -224898.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -224937.750000 Penalty: 2415.364990
	Iteration 22Q: 3 clusters Score -224937.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -225008.421875 Penalty: 2415.364990
	Iteration 23Q: 3 clusters Score -225008.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -225110.140625 Penalty: 2415.364990
	Iteration 24Q: 3 clusters Score -225110.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -225234.187500 Penalty: 2415.364990
	Iteration 25Q: 3 clusters Score -225234.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -225346.718750 Penalty: 2415.364990
	Iteration 26Q: 3 clusters Score -225346.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -225442.375000 Penalty: 2415.364990
	Iteration 27Q: 3 clusters Score -225442.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -225502.734375 Penalty: 2415.364990
	Iteration 28Q: 3 clusters Score -225502.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -225530.328125 Penalty: 2415.364990
	Iteration 29Q: 3 clusters Score -225530.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -225544.156250 Penalty: 2415.364990
	Iteration 30Q: 3 clusters Score -225544.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -225555.296875 Penalty: 2415.364990
	Iteration 31Q: 3 clusters Score -225555.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -225561.968750 Penalty: 2415.364990
	Iteration 32Q: 3 clusters Score -225562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -225569.421875 Penalty: 2415.364990
	Iteration 33Q: 3 clusters Score -225569.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -225574.562500 Penalty: 2415.364990
	Iteration 34Q: 3 clusters Score -225574.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -225578.546875 Penalty: 2415.364990
	Iteration 35Q: 3 clusters Score -225578.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -225581.328125 Penalty: 2415.364990
	Iteration 36Q: 3 clusters Score -225581.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -225582.593750 Penalty: 2415.364990
	Iteration 37Q: 3 clusters Score -225582.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -225585.015625 Penalty: 2415.364990
	Iteration 38Q: 3 clusters Score -225585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -225590.875000 Penalty: 2415.364990
	Iteration 39Q: 3 clusters Score -225590.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -225595.390625 Penalty: 2415.364990
	Iteration 40F: 3 clusters Score -225595.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -225596.718750 Penalty: 2415.364990
	Iteration 41Q: 3 clusters Score -225596.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -225598.078125 Penalty: 2415.364990
	Iteration 42Q: 3 clusters Score -225598.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -225598.265625 Penalty: 2415.364990
	Iteration 43Q: 3 clusters Score -225598.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -225598.265625 Penalty: 2415.364990
	Iteration 44F: 3 clusters Score -225598.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Entering Unmasked Estep 
Score: -549670.375000 Penalty: 1345.203369
	Iteration 0F: 2 clusters Score -549670.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -546340.625000 Penalty: 2690.406738
	Iteration 0F: 3 clusters Score -546340.6 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -547254.625000 Penalty: 2690.406738
	Iteration 1F: 3 clusters Score -547254.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -547480.625000 Penalty: 2690.406738
	Iteration 2F: 3 clusters Score -547480.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -547696.562500 Penalty: 2690.406738
	Iteration 3F: 3 clusters Score -547696.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -547918.312500 Penalty: 2690.406738
	Iteration 4F: 3 clusters Score -547918.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -548225.125000 Penalty: 2690.406738
	Iteration 5F: 3 clusters Score -548225.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -548593.562500 Penalty: 2690.406738
	Iteration 6F: 3 clusters Score -548593.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -548934.000000 Penalty: 2690.406738
	Iteration 7F: 3 clusters Score -548934 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -549205.375000 Penalty: 2690.406738
	Iteration 8F: 3 clusters Score -549205.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -549365.500000 Penalty: 2690.406738
	Iteration 9Q: 3 clusters Score -549365.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -549439.125000 Penalty: 2690.406738
	Iteration 10Q: 3 clusters Score -549439.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -549479.062500 Penalty: 2690.406738
	Iteration 11Q: 3 clusters Score -549479.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -549493.375000 Penalty: 2690.406738
	Iteration 12Q: 3 clusters Score -549493.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -549503.250000 Penalty: 2690.406738
	Iteration 13Q: 3 clusters Score -549503.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -549504.562500 Penalty: 2690.406738
	Iteration 14Q: 3 clusters Score -549504.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -549506.187500 Penalty: 2690.406738
	Iteration 15Q: 3 clusters Score -549506.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -549506.750000 Penalty: 2690.406738
	Iteration 16Q: 3 clusters Score -549506.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -549507.875000 Penalty: 2690.406738
	Iteration 17Q: 3 clusters Score -549507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -549508.125000 Penalty: 2690.406738
	Iteration 18Q: 3 clusters Score -549508.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -549508.687500 Penalty: 2690.406738
	Iteration 19Q: 3 clusters Score -549508.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -549509.375000 Penalty: 2690.406738
	Iteration 20F: 3 clusters Score -549509.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -549510.062500 Penalty: 2690.406738
	Iteration 21Q: 3 clusters Score -549510.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -549510.062500 Penalty: 2690.406738
	Iteration 22F: 3 clusters Score -549510.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Entering Unmasked Estep 
Score: -200315.281250 Penalty: 1205.551880
	Iteration 0F: 2 clusters Score -200315.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -198498.187500 Penalty: 2411.103760
	Iteration 0F: 3 clusters Score -198498.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -198992.734375 Penalty: 2411.103760
	Iteration 1F: 3 clusters Score -198992.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -199201.671875 Penalty: 2411.103760
	Iteration 2F: 3 clusters Score -199201.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -199410.906250 Penalty: 2411.103760
	Iteration 3F: 3 clusters Score -199410.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -199584.843750 Penalty: 2411.103760
	Iteration 4F: 3 clusters Score -199584.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -199683.953125 Penalty: 2411.103760
	Iteration 5F: 3 clusters Score -199684 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -199739.968750 Penalty: 2411.103760
	Iteration 6Q: 3 clusters Score -199740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -199774.671875 Penalty: 2411.103760
	Iteration 7Q: 3 clusters Score -199774.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -199792.750000 Penalty: 2411.103760
	Iteration 8Q: 3 clusters Score -199792.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -199811.359375 Penalty: 2411.103760
	Iteration 9Q: 3 clusters Score -199811.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -199833.671875 Penalty: 2411.103760
	Iteration 10Q: 3 clusters Score -199833.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -199842.734375 Penalty: 2411.103760
	Iteration 11Q: 3 clusters Score -199842.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -199851.968750 Penalty: 2411.103760
	Iteration 12Q: 3 clusters Score -199852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -199858.593750 Penalty: 2411.103760
	Iteration 13Q: 3 clusters Score -199858.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -199860.578125 Penalty: 2411.103760
	Iteration 14Q: 3 clusters Score -199860.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -199862.984375 Penalty: 2411.103760
	Iteration 15Q: 3 clusters Score -199863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -199863.921875 Penalty: 2411.103760
	Iteration 16Q: 3 clusters Score -199863.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -199865.156250 Penalty: 2411.103760
	Iteration 17Q: 3 clusters Score -199865.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -199866.875000 Penalty: 2411.103760
	Iteration 18Q: 3 clusters Score -199866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -199868.015625 Penalty: 2411.103760
	Iteration 19Q: 3 clusters Score -199868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -199869.281250 Penalty: 2411.103760
	Iteration 20F: 3 clusters Score -199869.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Entering Unmasked Estep 
Score: -180073.437500 Penalty: 1186.546143
	Iteration 0F: 2 clusters Score -180073.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -178348.296875 Penalty: 2373.092285
	Iteration 0F: 3 clusters Score -178348.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -178756.390625 Penalty: 2373.092285
	Iteration 1F: 3 clusters Score -178756.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -178868.468750 Penalty: 2373.092285
	Iteration 2F: 3 clusters Score -178868.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -178975.046875 Penalty: 2373.092285
	Iteration 3F: 3 clusters Score -178975 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -179057.812500 Penalty: 2373.092285
	Iteration 4Q: 3 clusters Score -179057.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -179110.125000 Penalty: 2373.092285
	Iteration 5Q: 3 clusters Score -179110.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -179143.765625 Penalty: 2373.092285
	Iteration 6Q: 3 clusters Score -179143.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -179182.843750 Penalty: 2373.092285
	Iteration 7Q: 3 clusters Score -179182.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -179227.312500 Penalty: 2373.092285
	Iteration 8Q: 3 clusters Score -179227.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -179264.921875 Penalty: 2373.092285
	Iteration 9Q: 3 clusters Score -179264.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -179297.140625 Penalty: 2373.092285
	Iteration 10Q: 3 clusters Score -179297.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -179320.875000 Penalty: 2373.092285
	Iteration 11Q: 3 clusters Score -179320.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -179341.984375 Penalty: 2373.092285
	Iteration 12Q: 3 clusters Score -179342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -179354.593750 Penalty: 2373.092285
	Iteration 13Q: 3 clusters Score -179354.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -179368.250000 Penalty: 2373.092285
	Iteration 14Q: 3 clusters Score -179368.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -179381.000000 Penalty: 2373.092285
	Iteration 15Q: 3 clusters Score -179381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -179403.062500 Penalty: 2373.092285
	Iteration 16Q: 3 clusters Score -179403.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -179419.031250 Penalty: 2373.092285
	Iteration 17Q: 3 clusters Score -179419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -179430.625000 Penalty: 2373.092285
	Iteration 18Q: 3 clusters Score -179430.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -179443.531250 Penalty: 2373.092285
	Iteration 19Q: 3 clusters Score -179443.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -179463.250000 Penalty: 2373.092285
	Iteration 20F: 3 clusters Score -179463.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -179475.609375 Penalty: 2373.092285
	Iteration 21Q: 3 clusters Score -179475.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -179488.687500 Penalty: 2373.092285
	Iteration 22Q: 3 clusters Score -179488.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -179496.343750 Penalty: 2373.092285
	Iteration 23Q: 3 clusters Score -179496.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -179503.093750 Penalty: 2373.092285
	Iteration 24Q: 3 clusters Score -179503.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -179509.437500 Penalty: 2373.092285
	Iteration 25Q: 3 clusters Score -179509.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -179511.187500 Penalty: 2373.092285
	Iteration 26Q: 3 clusters Score -179511.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -179512.250000 Penalty: 2373.092285
	Iteration 27Q: 3 clusters Score -179512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -179512.359375 Penalty: 2373.092285
	Iteration 28Q: 3 clusters Score -179512.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -179513.156250 Penalty: 2373.092285
	Iteration 29Q: 3 clusters Score -179513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -179514.203125 Penalty: 2373.092285
	Iteration 30Q: 3 clusters Score -179514.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -179514.937500 Penalty: 2373.092285
	Iteration 31Q: 3 clusters Score -179514.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -179522.031250 Penalty: 2373.092285
	Iteration 32Q: 3 clusters Score -179522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -179525.390625 Penalty: 2373.092285
	Iteration 33Q: 3 clusters Score -179525.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -179525.953125 Penalty: 2373.092285
	Iteration 34Q: 3 clusters Score -179526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -179526.281250 Penalty: 2373.092285
	Iteration 35Q: 3 clusters Score -179526.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -179527.250000 Penalty: 2373.092285
	Iteration 36Q: 3 clusters Score -179527.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -179527.250000 Penalty: 2373.092285
	Iteration 37F: 3 clusters Score -179527.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Entering Unmasked Estep 
Score: -3245363.000000 Penalty: 1618.839111
	Iteration 0F: 2 clusters Score -3245363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -3232504.000000 Penalty: 3237.678223
	Iteration 0F: 3 clusters Score -3232504 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -3237939.750000 Penalty: 3237.678223
	Iteration 1F: 3 clusters Score -3237940 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3238468.500000 Penalty: 3237.678223
	Iteration 2F: 3 clusters Score -3238468 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -3239013.000000 Penalty: 3237.678223
	Iteration 3F: 3 clusters Score -3239013 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3239737.000000 Penalty: 3237.678223
	Iteration 4F: 3 clusters Score -3239737 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -3240613.250000 Penalty: 3237.678223
	Iteration 5F: 3 clusters Score -3240613 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3241593.500000 Penalty: 3237.678223
	Iteration 6F: 3 clusters Score -3241594 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -3242621.500000 Penalty: 3237.678223
	Iteration 7F: 3 clusters Score -3242622 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -3243368.250000 Penalty: 3237.678223
	Iteration 8F: 3 clusters Score -3243368 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -3243745.250000 Penalty: 3237.678223
	Iteration 9Q: 3 clusters Score -3243745 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -3243909.500000 Penalty: 3237.678223
	Iteration 10Q: 3 clusters Score -3243910 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3244016.750000 Penalty: 3237.678223
	Iteration 11Q: 3 clusters Score -3244017 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -3244037.500000 Penalty: 3237.678223
	Iteration 12Q: 3 clusters Score -3244038 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -3244041.250000 Penalty: 3237.678223
	Iteration 13Q: 3 clusters Score -3244041 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -3244064.250000 Penalty: 3237.678223
	Iteration 14Q: 3 clusters Score -3244064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -3244076.750000 Penalty: 3237.678223
	Iteration 15Q: 3 clusters Score -3244077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -3244080.250000 Penalty: 3237.678223
	Iteration 16Q: 3 clusters Score -3244080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -3244081.000000 Penalty: 3237.678223
	Iteration 17Q: 3 clusters Score -3244081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -3244086.750000 Penalty: 3237.678223
	Iteration 18Q: 3 clusters Score -3244087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3244086.500000 Penalty: 3237.678223
	Iteration 19Q: 3 clusters Score -3244086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -3244086.250000 Penalty: 3237.678223
	Iteration 20F: 3 clusters Score -3244086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -3244088.500000 Penalty: 3237.678223
	Iteration 21Q: 3 clusters Score -3244088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -3244087.000000 Penalty: 3237.678223
	Iteration 22Q: 3 clusters Score -3244087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -3244089.000000 Penalty: 3237.678223
	Iteration 23Q: 3 clusters Score -3244089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -3244089.000000 Penalty: 3237.678223
	Iteration 24F: 3 clusters Score -3244089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Entering Unmasked Estep 
Score: -571035.250000 Penalty: 1357.596313
	Iteration 0F: 2 clusters Score -571035.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -567531.187500 Penalty: 2715.192627
	Iteration 0F: 3 clusters Score -567531.2 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -568554.312500 Penalty: 2715.192627
	Iteration 1F: 3 clusters Score -568554.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -568881.937500 Penalty: 2715.192627
	Iteration 2F: 3 clusters Score -568881.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -569192.375000 Penalty: 2715.192627
	Iteration 3F: 3 clusters Score -569192.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -569499.312500 Penalty: 2715.192627
	Iteration 4F: 3 clusters Score -569499.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -569722.062500 Penalty: 2715.192627
	Iteration 5F: 3 clusters Score -569722.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -569877.687500 Penalty: 2715.192627
	Iteration 6Q: 3 clusters Score -569877.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -569990.312500 Penalty: 2715.192627
	Iteration 7Q: 3 clusters Score -569990.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -570073.875000 Penalty: 2715.192627
	Iteration 8Q: 3 clusters Score -570073.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -570119.562500 Penalty: 2715.192627
	Iteration 9Q: 3 clusters Score -570119.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -570155.000000 Penalty: 2715.192627
	Iteration 10Q: 3 clusters Score -570155 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -570192.562500 Penalty: 2715.192627
	Iteration 11Q: 3 clusters Score -570192.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -570225.687500 Penalty: 2715.192627
	Iteration 12Q: 3 clusters Score -570225.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -570257.750000 Penalty: 2715.192627
	Iteration 13Q: 3 clusters Score -570257.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -570299.062500 Penalty: 2715.192627
	Iteration 14Q: 3 clusters Score -570299.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -570343.687500 Penalty: 2715.192627
	Iteration 15Q: 3 clusters Score -570343.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -570387.312500 Penalty: 2715.192627
	Iteration 16Q: 3 clusters Score -570387.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -570436.875000 Penalty: 2715.192627
	Iteration 17Q: 3 clusters Score -570436.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -570483.187500 Penalty: 2715.192627
	Iteration 18Q: 3 clusters Score -570483.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -570517.437500 Penalty: 2715.192627
	Iteration 19Q: 3 clusters Score -570517.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -570532.687500 Penalty: 2715.192627
	Iteration 20F: 3 clusters Score -570532.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -570541.000000 Penalty: 2715.192627
	Iteration 21Q: 3 clusters Score -570541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -570545.250000 Penalty: 2715.192627
	Iteration 22Q: 3 clusters Score -570545.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -570548.625000 Penalty: 2715.192627
	Iteration 23Q: 3 clusters Score -570548.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -570549.812500 Penalty: 2715.192627
	Iteration 24Q: 3 clusters Score -570549.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -570550.875000 Penalty: 2715.192627
	Iteration 25Q: 3 clusters Score -570550.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -570550.937500 Penalty: 2715.192627
	Iteration 26Q: 3 clusters Score -570550.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -570551.062500 Penalty: 2715.192627
	Iteration 27Q: 3 clusters Score -570551.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -570550.937500 Penalty: 2715.192627
	Iteration 28Q: 3 clusters Score -570550.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -570551.937500 Penalty: 2715.192627
	Iteration 29Q: 3 clusters Score -570551.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -570551.937500 Penalty: 2715.192627
	Iteration 30F: 3 clusters Score -570551.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -66167.476562 Penalty: 1010.522522
	Iteration 0F: 2 clusters Score -66167.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65215.011719 Penalty: 2021.045044
	Iteration 0F: 3 clusters Score -65215.01 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -65497.734375 Penalty: 2021.045044
	Iteration 1F: 3 clusters Score -65497.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -65591.632812 Penalty: 2021.045044
	Iteration 2F: 3 clusters Score -65591.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -65688.187500 Penalty: 2021.045044
	Iteration 3F: 3 clusters Score -65688.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -65763.359375 Penalty: 2021.045044
	Iteration 4F: 3 clusters Score -65763.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -65801.531250 Penalty: 2021.045044
	Iteration 5Q: 3 clusters Score -65801.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -65840.101562 Penalty: 2021.045044
	Iteration 6Q: 3 clusters Score -65840.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -65865.976562 Penalty: 2021.045044
	Iteration 7Q: 3 clusters Score -65865.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -65882.796875 Penalty: 2021.045044
	Iteration 8Q: 3 clusters Score -65882.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -65890.515625 Penalty: 2021.045044
	Iteration 9Q: 3 clusters Score -65890.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -65902.906250 Penalty: 2021.045044
	Iteration 10Q: 3 clusters Score -65902.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -65916.929688 Penalty: 2021.045044
	Iteration 11Q: 3 clusters Score -65916.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -65918.117188 Penalty: 2021.045044
	Iteration 12Q: 3 clusters Score -65918.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -65919.078125 Penalty: 2021.045044
	Iteration 13Q: 3 clusters Score -65919.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -65919.078125 Penalty: 2021.045044
	Iteration 14F: 3 clusters Score -65919.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Entering Unmasked Estep 
Score: -1526563.000000 Penalty: 1506.501221
	Iteration 0F: 2 clusters Score -1526563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1519073.875000 Penalty: 3013.002441
	Iteration 0F: 3 clusters Score -1519074 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1521786.250000 Penalty: 3013.002441
	Iteration 1F: 3 clusters Score -1521786 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1522489.750000 Penalty: 3013.002441
	Iteration 2F: 3 clusters Score -1522490 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1523277.875000 Penalty: 3013.002441
	Iteration 3F: 3 clusters Score -1523278 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1524016.375000 Penalty: 3013.002441
	Iteration 4F: 3 clusters Score -1524016 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1524585.875000 Penalty: 3013.002441
	Iteration 5F: 3 clusters Score -1524586 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1524937.750000 Penalty: 3013.002441
	Iteration 6F: 3 clusters Score -1524938 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1525145.750000 Penalty: 3013.002441
	Iteration 7Q: 3 clusters Score -1525146 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1525254.125000 Penalty: 3013.002441
	Iteration 8Q: 3 clusters Score -1525254 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1525302.000000 Penalty: 3013.002441
	Iteration 9Q: 3 clusters Score -1525302 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1525342.375000 Penalty: 3013.002441
	Iteration 10Q: 3 clusters Score -1525342 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1525379.125000 Penalty: 3013.002441
	Iteration 11Q: 3 clusters Score -1525379 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1525405.875000 Penalty: 3013.002441
	Iteration 12Q: 3 clusters Score -1525406 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1525433.000000 Penalty: 3013.002441
	Iteration 13Q: 3 clusters Score -1525433 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1525447.250000 Penalty: 3013.002441
	Iteration 14Q: 3 clusters Score -1525447 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1525462.500000 Penalty: 3013.002441
	Iteration 15Q: 3 clusters Score -1525462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1525470.750000 Penalty: 3013.002441
	Iteration 16Q: 3 clusters Score -1525471 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1525478.500000 Penalty: 3013.002441
	Iteration 17Q: 3 clusters Score -1525478 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1525490.000000 Penalty: 3013.002441
	Iteration 18Q: 3 clusters Score -1525490 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1525499.875000 Penalty: 3013.002441
	Iteration 19Q: 3 clusters Score -1525500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1525502.625000 Penalty: 3013.002441
	Iteration 20F: 3 clusters Score -1525503 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1525507.375000 Penalty: 3013.002441
	Iteration 21Q: 3 clusters Score -1525507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1525515.750000 Penalty: 3013.002441
	Iteration 22Q: 3 clusters Score -1525516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1525515.250000 Penalty: 3013.002441
	Iteration 23Q: 3 clusters Score -1525515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1525519.625000 Penalty: 3013.002441
	Iteration 24Q: 3 clusters Score -1525520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1525520.250000 Penalty: 3013.002441
	Iteration 25Q: 3 clusters Score -1525520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1525516.875000 Penalty: 3013.002441
	Iteration 26Q: 3 clusters Score -1525517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1525515.375000 Penalty: 3013.002441
	Iteration 27Q: 3 clusters Score -1525515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1525517.125000 Penalty: 3013.002441
	Iteration 28Q: 3 clusters Score -1525517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1525519.500000 Penalty: 3013.002441
	Iteration 29Q: 3 clusters Score -1525520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1525519.500000 Penalty: 3013.002441
	Iteration 30Q: 3 clusters Score -1525520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1525522.125000 Penalty: 3013.002441
	Iteration 31Q: 3 clusters Score -1525522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1525518.750000 Penalty: 3013.002441
	Iteration 32Q: 3 clusters Score -1525519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1525520.625000 Penalty: 3013.002441
	Iteration 33Q: 3 clusters Score -1525521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1525523.500000 Penalty: 3013.002441
	Iteration 34Q: 3 clusters Score -1525524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1525524.375000 Penalty: 3013.002441
	Iteration 35Q: 3 clusters Score -1525524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1525525.000000 Penalty: 3013.002441
	Iteration 36Q: 3 clusters Score -1525525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1525528.375000 Penalty: 3013.002441
	Iteration 37Q: 3 clusters Score -1525528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1525527.125000 Penalty: 3013.002441
	Iteration 38Q: 3 clusters Score -1525527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1525531.250000 Penalty: 3013.002441
	Iteration 39Q: 3 clusters Score -1525531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1525526.750000 Penalty: 3013.002441
	Iteration 40F: 3 clusters Score -1525527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1525524.000000 Penalty: 3013.002441
	Iteration 41Q: 3 clusters Score -1525524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1525529.375000 Penalty: 3013.002441
	Iteration 42Q: 3 clusters Score -1525529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1525529.375000 Penalty: 3013.002441
	Iteration 43Q: 3 clusters Score -1525529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1525533.000000 Penalty: 3013.002441
	Iteration 44Q: 3 clusters Score -1525533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1525534.000000 Penalty: 3013.002441
	Iteration 45Q: 3 clusters Score -1525534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1525536.375000 Penalty: 3013.002441
	Iteration 46Q: 3 clusters Score -1525536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1525535.750000 Penalty: 3013.002441
	Iteration 47Q: 3 clusters Score -1525536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1525534.250000 Penalty: 3013.002441
	Iteration 48Q: 3 clusters Score -1525534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1525535.125000 Penalty: 3013.002441
	Iteration 49Q: 3 clusters Score -1525535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1525535.125000 Penalty: 3013.002441
	Iteration 50F: 3 clusters Score -1525535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Entering Unmasked Estep 
Score: -1905922.375000 Penalty: 1546.395508
	Iteration 0F: 2 clusters Score -1905922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1896528.750000 Penalty: 3092.791016
	Iteration 0F: 3 clusters Score -1896529 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1899908.125000 Penalty: 3092.791016
	Iteration 1F: 3 clusters Score -1899908 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1900261.125000 Penalty: 3092.791016
	Iteration 2F: 3 clusters Score -1900261 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1900640.625000 Penalty: 3092.791016
	Iteration 3F: 3 clusters Score -1900641 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1901047.250000 Penalty: 3092.791016
	Iteration 4F: 3 clusters Score -1901047 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1901527.875000 Penalty: 3092.791016
	Iteration 5F: 3 clusters Score -1901528 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1902047.750000 Penalty: 3092.791016
	Iteration 6F: 3 clusters Score -1902048 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1902527.625000 Penalty: 3092.791016
	Iteration 7F: 3 clusters Score -1902528 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1902911.750000 Penalty: 3092.791016
	Iteration 8F: 3 clusters Score -1902912 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1903146.375000 Penalty: 3092.791016
	Iteration 9Q: 3 clusters Score -1903146 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1903319.875000 Penalty: 3092.791016
	Iteration 10Q: 3 clusters Score -1903320 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1903433.000000 Penalty: 3092.791016
	Iteration 11Q: 3 clusters Score -1903433 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1903497.750000 Penalty: 3092.791016
	Iteration 12Q: 3 clusters Score -1903498 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1903553.375000 Penalty: 3092.791016
	Iteration 13Q: 3 clusters Score -1903553 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1903601.375000 Penalty: 3092.791016
	Iteration 14Q: 3 clusters Score -1903601 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1903636.125000 Penalty: 3092.791016
	Iteration 15Q: 3 clusters Score -1903636 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1903666.375000 Penalty: 3092.791016
	Iteration 16Q: 3 clusters Score -1903666 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1903701.500000 Penalty: 3092.791016
	Iteration 17Q: 3 clusters Score -1903702 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1903745.250000 Penalty: 3092.791016
	Iteration 18Q: 3 clusters Score -1903745 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1903804.750000 Penalty: 3092.791016
	Iteration 19Q: 3 clusters Score -1903805 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1903874.750000 Penalty: 3092.791016
	Iteration 20F: 3 clusters Score -1903875 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1903947.000000 Penalty: 3092.791016
	Iteration 21Q: 3 clusters Score -1903947 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1904034.000000 Penalty: 3092.791016
	Iteration 22Q: 3 clusters Score -1904034 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1904137.250000 Penalty: 3092.791016
	Iteration 23Q: 3 clusters Score -1904137 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1904210.375000 Penalty: 3092.791016
	Iteration 24Q: 3 clusters Score -1904210 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1904261.875000 Penalty: 3092.791016
	Iteration 25Q: 3 clusters Score -1904262 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1904308.500000 Penalty: 3092.791016
	Iteration 26Q: 3 clusters Score -1904308 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1904347.250000 Penalty: 3092.791016
	Iteration 27Q: 3 clusters Score -1904347 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1904375.250000 Penalty: 3092.791016
	Iteration 28Q: 3 clusters Score -1904375 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1904390.625000 Penalty: 3092.791016
	Iteration 29Q: 3 clusters Score -1904391 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1904412.625000 Penalty: 3092.791016
	Iteration 30Q: 3 clusters Score -1904413 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1904434.250000 Penalty: 3092.791016
	Iteration 31Q: 3 clusters Score -1904434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1904438.250000 Penalty: 3092.791016
	Iteration 32Q: 3 clusters Score -1904438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1904445.125000 Penalty: 3092.791016
	Iteration 33Q: 3 clusters Score -1904445 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1904452.500000 Penalty: 3092.791016
	Iteration 34Q: 3 clusters Score -1904452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1904463.000000 Penalty: 3092.791016
	Iteration 35Q: 3 clusters Score -1904463 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1904468.250000 Penalty: 3092.791016
	Iteration 36Q: 3 clusters Score -1904468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1904473.750000 Penalty: 3092.791016
	Iteration 37Q: 3 clusters Score -1904474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1904490.250000 Penalty: 3092.791016
	Iteration 38Q: 3 clusters Score -1904490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1904503.500000 Penalty: 3092.791016
	Iteration 39Q: 3 clusters Score -1904504 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1904512.375000 Penalty: 3092.791016
	Iteration 40F: 3 clusters Score -1904512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1904525.125000 Penalty: 3092.791016
	Iteration 41Q: 3 clusters Score -1904525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1904541.500000 Penalty: 3092.791016
	Iteration 42Q: 3 clusters Score -1904542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1904548.000000 Penalty: 3092.791016
	Iteration 43Q: 3 clusters Score -1904548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1904549.250000 Penalty: 3092.791016
	Iteration 44Q: 3 clusters Score -1904549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1904553.500000 Penalty: 3092.791016
	Iteration 45Q: 3 clusters Score -1904554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1904556.750000 Penalty: 3092.791016
	Iteration 46Q: 3 clusters Score -1904557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1904558.250000 Penalty: 3092.791016
	Iteration 47Q: 3 clusters Score -1904558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1904564.625000 Penalty: 3092.791016
	Iteration 48Q: 3 clusters Score -1904565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1904571.000000 Penalty: 3092.791016
	Iteration 49Q: 3 clusters Score -1904571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1904568.875000 Penalty: 3092.791016
	Iteration 50Q: 3 clusters Score -1904569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1904568.125000 Penalty: 3092.791016
	Iteration 51Q: 3 clusters Score -1904568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1904569.750000 Penalty: 3092.791016
	Iteration 52Q: 3 clusters Score -1904570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1904572.750000 Penalty: 3092.791016
	Iteration 53Q: 3 clusters Score -1904573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1904576.125000 Penalty: 3092.791016
	Iteration 54Q: 3 clusters Score -1904576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1904576.375000 Penalty: 3092.791016
	Iteration 55Q: 3 clusters Score -1904576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1904577.625000 Penalty: 3092.791016
	Iteration 56Q: 3 clusters Score -1904578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1904576.375000 Penalty: 3092.791016
	Iteration 57Q: 3 clusters Score -1904576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1904576.375000 Penalty: 3092.791016
	Iteration 58Q: 3 clusters Score -1904576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1904584.125000 Penalty: 3092.791016
	Iteration 59Q: 3 clusters Score -1904584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1904588.250000 Penalty: 3092.791016
	Iteration 60F: 3 clusters Score -1904588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1904594.250000 Penalty: 3092.791016
	Iteration 61Q: 3 clusters Score -1904594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1904595.125000 Penalty: 3092.791016
	Iteration 62Q: 3 clusters Score -1904595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1904596.500000 Penalty: 3092.791016
	Iteration 63Q: 3 clusters Score -1904596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1904596.500000 Penalty: 3092.791016
	Iteration 64Q: 3 clusters Score -1904596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1904597.375000 Penalty: 3092.791016
	Iteration 65Q: 3 clusters Score -1904597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1904599.375000 Penalty: 3092.791016
	Iteration 66Q: 3 clusters Score -1904599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1904601.375000 Penalty: 3092.791016
	Iteration 67Q: 3 clusters Score -1904601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1904601.250000 Penalty: 3092.791016
	Iteration 68Q: 3 clusters Score -1904601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1904601.000000 Penalty: 3092.791016
	Iteration 69Q: 3 clusters Score -1904601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1904604.625000 Penalty: 3092.791016
	Iteration 70Q: 3 clusters Score -1904605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1904599.375000 Penalty: 3092.791016
	Iteration 71Q: 3 clusters Score -1904599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1904600.375000 Penalty: 3092.791016
	Iteration 72Q: 3 clusters Score -1904600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1904604.125000 Penalty: 3092.791016
	Iteration 73Q: 3 clusters Score -1904604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1904605.750000 Penalty: 3092.791016
	Iteration 74Q: 3 clusters Score -1904606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1904608.875000 Penalty: 3092.791016
	Iteration 75Q: 3 clusters Score -1904609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1904608.375000 Penalty: 3092.791016
	Iteration 76Q: 3 clusters Score -1904608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1904609.375000 Penalty: 3092.791016
	Iteration 77Q: 3 clusters Score -1904609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1904610.000000 Penalty: 3092.791016
	Iteration 78Q: 3 clusters Score -1904610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1904610.125000 Penalty: 3092.791016
	Iteration 79Q: 3 clusters Score -1904610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1904610.125000 Penalty: 3092.791016
	Iteration 80F: 3 clusters Score -1904610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Entering Unmasked Estep 
Score: -3465306.250000 Penalty: 1643.898438
	Iteration 0F: 2 clusters Score -3465306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3450223.500000 Penalty: 3287.796875
	Iteration 0F: 3 clusters Score -3450224 nChanged 11306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -3457265.250000 Penalty: 3287.796875
	Iteration 1F: 3 clusters Score -3457265 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -3458359.000000 Penalty: 3287.796875
	Iteration 2F: 3 clusters Score -3458359 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3459403.500000 Penalty: 3287.796875
	Iteration 3F: 3 clusters Score -3459404 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -3460310.750000 Penalty: 3287.796875
	Iteration 4F: 3 clusters Score -3460311 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3461047.000000 Penalty: 3287.796875
	Iteration 5F: 3 clusters Score -3461047 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3461595.250000 Penalty: 3287.796875
	Iteration 6Q: 3 clusters Score -3461595 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3462071.500000 Penalty: 3287.796875
	Iteration 7Q: 3 clusters Score -3462072 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3462455.750000 Penalty: 3287.796875
	Iteration 8Q: 3 clusters Score -3462456 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -3462800.250000 Penalty: 3287.796875
	Iteration 9Q: 3 clusters Score -3462800 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3463192.750000 Penalty: 3287.796875
	Iteration 10Q: 3 clusters Score -3463193 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3463729.750000 Penalty: 3287.796875
	Iteration 11Q: 3 clusters Score -3463730 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -3464410.500000 Penalty: 3287.796875
	Iteration 12Q: 3 clusters Score -3464410 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3465200.250000 Penalty: 3287.796875
	Iteration 13Q: 3 clusters Score -3465200 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3465973.000000 Penalty: 3287.796875
	Iteration 14Q: 3 clusters Score -3465973 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -3466513.750000 Penalty: 3287.796875
	Iteration 15Q: 3 clusters Score -3466514 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -3466861.500000 Penalty: 3287.796875
	Iteration 16Q: 3 clusters Score -3466862 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -3467111.250000 Penalty: 3287.796875
	Iteration 17Q: 3 clusters Score -3467111 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -3467207.750000 Penalty: 3287.796875
	Iteration 18Q: 3 clusters Score -3467208 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3467276.500000 Penalty: 3287.796875
	Iteration 19Q: 3 clusters Score -3467276 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -3467362.500000 Penalty: 3287.796875
	Iteration 20F: 3 clusters Score -3467362 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3467419.500000 Penalty: 3287.796875
	Iteration 21Q: 3 clusters Score -3467420 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3467437.250000 Penalty: 3287.796875
	Iteration 22Q: 3 clusters Score -3467437 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3467485.750000 Penalty: 3287.796875
	Iteration 23Q: 3 clusters Score -3467486 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -3467520.250000 Penalty: 3287.796875
	Iteration 24Q: 3 clusters Score -3467520 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3467549.250000 Penalty: 3287.796875
	Iteration 25Q: 3 clusters Score -3467549 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -3467555.250000 Penalty: 3287.796875
	Iteration 26Q: 3 clusters Score -3467555 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3467585.500000 Penalty: 3287.796875
	Iteration 27Q: 3 clusters Score -3467586 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -3467615.250000 Penalty: 3287.796875
	Iteration 28Q: 3 clusters Score -3467615 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -3467637.250000 Penalty: 3287.796875
	Iteration 29Q: 3 clusters Score -3467637 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3467672.750000 Penalty: 3287.796875
	Iteration 30Q: 3 clusters Score -3467673 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3467709.500000 Penalty: 3287.796875
	Iteration 31Q: 3 clusters Score -3467710 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3467735.250000 Penalty: 3287.796875
	Iteration 32Q: 3 clusters Score -3467735 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -3467778.250000 Penalty: 3287.796875
	Iteration 33Q: 3 clusters Score -3467778 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3467823.000000 Penalty: 3287.796875
	Iteration 34Q: 3 clusters Score -3467823 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3467867.750000 Penalty: 3287.796875
	Iteration 35Q: 3 clusters Score -3467868 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3467905.250000 Penalty: 3287.796875
	Iteration 36Q: 3 clusters Score -3467905 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3467930.250000 Penalty: 3287.796875
	Iteration 37Q: 3 clusters Score -3467930 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3467983.250000 Penalty: 3287.796875
	Iteration 38Q: 3 clusters Score -3467983 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -3468025.750000 Penalty: 3287.796875
	Iteration 39Q: 3 clusters Score -3468026 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3468070.500000 Penalty: 3287.796875
	Iteration 40F: 3 clusters Score -3468070 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -3468125.500000 Penalty: 3287.796875
	Iteration 41Q: 3 clusters Score -3468126 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -3468162.000000 Penalty: 3287.796875
	Iteration 42Q: 3 clusters Score -3468162 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -3468187.000000 Penalty: 3287.796875
	Iteration 43Q: 3 clusters Score -3468187 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3468210.750000 Penalty: 3287.796875
	Iteration 44Q: 3 clusters Score -3468211 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -3468225.250000 Penalty: 3287.796875
	Iteration 45Q: 3 clusters Score -3468225 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -3468247.250000 Penalty: 3287.796875
	Iteration 46Q: 3 clusters Score -3468247 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -3468253.250000 Penalty: 3287.796875
	Iteration 47Q: 3 clusters Score -3468253 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3468254.000000 Penalty: 3287.796875
	Iteration 48Q: 3 clusters Score -3468254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -3468264.500000 Penalty: 3287.796875
	Iteration 49Q: 3 clusters Score -3468264 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -3468273.250000 Penalty: 3287.796875
	Iteration 50Q: 3 clusters Score -3468273 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -3468277.750000 Penalty: 3287.796875
	Iteration 51Q: 3 clusters Score -3468278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -3468285.250000 Penalty: 3287.796875
	Iteration 52Q: 3 clusters Score -3468285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -3468287.500000 Penalty: 3287.796875
	Iteration 53Q: 3 clusters Score -3468288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -3468281.000000 Penalty: 3287.796875
	Iteration 54Q: 3 clusters Score -3468281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -3468285.250000 Penalty: 3287.796875
	Iteration 55Q: 3 clusters Score -3468285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -3468292.000000 Penalty: 3287.796875
	Iteration 56Q: 3 clusters Score -3468292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -3468297.750000 Penalty: 3287.796875
	Iteration 57Q: 3 clusters Score -3468298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -3468315.250000 Penalty: 3287.796875
	Iteration 58Q: 3 clusters Score -3468315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -3468312.000000 Penalty: 3287.796875
	Iteration 59Q: 3 clusters Score -3468312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3468306.250000 Penalty: 3287.796875
	Iteration 60F: 3 clusters Score -3468306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -3468304.750000 Penalty: 3287.796875
	Iteration 61Q: 3 clusters Score -3468305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -3468306.250000 Penalty: 3287.796875
	Iteration 62Q: 3 clusters Score -3468306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3468310.250000 Penalty: 3287.796875
	Iteration 63Q: 3 clusters Score -3468310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -3468308.750000 Penalty: 3287.796875
	Iteration 64Q: 3 clusters Score -3468309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -3468311.500000 Penalty: 3287.796875
	Iteration 65Q: 3 clusters Score -3468312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -3468314.000000 Penalty: 3287.796875
	Iteration 66Q: 3 clusters Score -3468314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -3468316.000000 Penalty: 3287.796875
	Iteration 67Q: 3 clusters Score -3468316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -3468314.000000 Penalty: 3287.796875
	Iteration 68Q: 3 clusters Score -3468314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -3468312.500000 Penalty: 3287.796875
	Iteration 69Q: 3 clusters Score -3468312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -3468312.500000 Penalty: 3287.796875
	Iteration 70F: 3 clusters Score -3468312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 29608 members 
Mstep: Class 6 contains 1530 members 
Mstep: Class 7 contains 14369 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 12 contains 23741 members 
Mstep: Class 13 contains 8086 members 
Mstep: Class 14 contains 11127 members 
Mstep: Class 15 contains 5241 members 
Mstep: Class 16 contains 19906 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 3937 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 21207 members 
Mstep: Class 22 contains 4249 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10623 members 
Mstep: Class 25 contains 13579 members 
Mstep: Class 26 contains 7180 members 
Mstep: Class 27 contains 14135 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 7669 members 
Mstep: Class 30 contains 9728 members 
Mstep: Class 31 contains 3796 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 769 members 
Mstep: Class 36 contains 12884 members 
Mstep: Class 37 contains 604 members 
Mstep: Class 38 contains 31509 members 
Mstep: Class 39 contains 1585 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3533 members 
Mstep: Class 42 contains 3736 members 
Mstep: Class 43 contains 22100 members 
Mstep: Class 44 contains 15266 members 
Mstep: Class 45 contains 13350 members 
Mstep: Class 46 contains 3675 members 
Mstep: Class 47 contains 16135 members 
Mstep: Class 48 contains 2711 members 
Mstep: Class 49 contains 12714 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1529 members 
Mstep: Class 52 contains 1468 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 15983 members 
Mstep: Class 55 contains 3514 members 
Mstep: Class 56 contains 1278 members 
Mstep: Class 57 contains 15859 members 
Mstep: Class 58 contains 6153 members 
Mstep: Class 59 contains 6862 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1903 members 
Mstep: Class 62 contains 14845 members 
Mstep: Class 63 contains 17667 members 
Mstep: Class 64 contains 5872 members 
Mstep: Class 65 contains 1391 members 
Mstep: Class 66 contains 1817 members 
Mstep: Class 67 contains 1177 members 
Mstep: Class 68 contains 1161 members 
Mstep: Class 69 contains 19149 members 
Mstep: Class 70 contains 15226 members 
Mstep: Class 71 contains 17264 members 
Mstep: Class 72 contains 20507 members 
Mstep: Class 73 contains 1067 members 
Mstep: Class 74 contains 2168 members 
Mstep: Class 75 contains 2224 members 
Mstep: Class 76 contains 17563 members 
Entering Unmasked Estep 
Score: -85936120.000000 Penalty: 164340.562500
Splitting cluster 26 changes total score from -85933856.000000 to -85936120.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 27 (14135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Entering Unmasked Estep 
Score: -2088104.750000 Penalty: 1552.916504
	Iteration 0F: 2 clusters Score -2088105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2078376.000000 Penalty: 3105.833008
	Iteration 0F: 3 clusters Score -2078376 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2081914.625000 Penalty: 3105.833008
	Iteration 1F: 3 clusters Score -2081915 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2082298.875000 Penalty: 3105.833008
	Iteration 2F: 3 clusters Score -2082299 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2082637.125000 Penalty: 3105.833008
	Iteration 3F: 3 clusters Score -2082637 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2082962.875000 Penalty: 3105.833008
	Iteration 4F: 3 clusters Score -2082963 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2083214.625000 Penalty: 3105.833008
	Iteration 5Q: 3 clusters Score -2083215 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2083433.625000 Penalty: 3105.833008
	Iteration 6Q: 3 clusters Score -2083434 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2083657.375000 Penalty: 3105.833008
	Iteration 7Q: 3 clusters Score -2083657 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2083897.375000 Penalty: 3105.833008
	Iteration 8Q: 3 clusters Score -2083897 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2084134.625000 Penalty: 3105.833008
	Iteration 9Q: 3 clusters Score -2084135 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2084367.375000 Penalty: 3105.833008
	Iteration 10Q: 3 clusters Score -2084367 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2084608.250000 Penalty: 3105.833008
	Iteration 11Q: 3 clusters Score -2084608 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2084807.000000 Penalty: 3105.833008
	Iteration 12Q: 3 clusters Score -2084807 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2084971.125000 Penalty: 3105.833008
	Iteration 13Q: 3 clusters Score -2084971 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2085094.000000 Penalty: 3105.833008
	Iteration 14Q: 3 clusters Score -2085094 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2085204.375000 Penalty: 3105.833008
	Iteration 15Q: 3 clusters Score -2085204 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2085295.750000 Penalty: 3105.833008
	Iteration 16Q: 3 clusters Score -2085296 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2085385.625000 Penalty: 3105.833008
	Iteration 17Q: 3 clusters Score -2085386 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2085470.250000 Penalty: 3105.833008
	Iteration 18Q: 3 clusters Score -2085470 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2085545.000000 Penalty: 3105.833008
	Iteration 19Q: 3 clusters Score -2085545 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2085607.375000 Penalty: 3105.833008
	Iteration 20F: 3 clusters Score -2085607 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2085663.000000 Penalty: 3105.833008
	Iteration 21Q: 3 clusters Score -2085663 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2085701.625000 Penalty: 3105.833008
	Iteration 22Q: 3 clusters Score -2085702 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2085745.250000 Penalty: 3105.833008
	Iteration 23Q: 3 clusters Score -2085745 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2085795.250000 Penalty: 3105.833008
	Iteration 24Q: 3 clusters Score -2085795 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2085848.875000 Penalty: 3105.833008
	Iteration 25Q: 3 clusters Score -2085849 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2085900.250000 Penalty: 3105.833008
	Iteration 26Q: 3 clusters Score -2085900 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2085947.250000 Penalty: 3105.833008
	Iteration 27Q: 3 clusters Score -2085947 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2086003.375000 Penalty: 3105.833008
	Iteration 28Q: 3 clusters Score -2086003 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2086045.125000 Penalty: 3105.833008
	Iteration 29Q: 3 clusters Score -2086045 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2086103.125000 Penalty: 3105.833008
	Iteration 30Q: 3 clusters Score -2086103 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2086155.750000 Penalty: 3105.833008
	Iteration 31Q: 3 clusters Score -2086156 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2086222.875000 Penalty: 3105.833008
	Iteration 32Q: 3 clusters Score -2086223 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2086278.750000 Penalty: 3105.833008
	Iteration 33Q: 3 clusters Score -2086279 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2086328.375000 Penalty: 3105.833008
	Iteration 34Q: 3 clusters Score -2086328 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2086370.625000 Penalty: 3105.833008
	Iteration 35Q: 3 clusters Score -2086371 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2086411.750000 Penalty: 3105.833008
	Iteration 36Q: 3 clusters Score -2086412 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2086451.000000 Penalty: 3105.833008
	Iteration 37Q: 3 clusters Score -2086451 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2086483.500000 Penalty: 3105.833008
	Iteration 38Q: 3 clusters Score -2086484 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2086517.750000 Penalty: 3105.833008
	Iteration 39Q: 3 clusters Score -2086518 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2086549.500000 Penalty: 3105.833008
	Iteration 40F: 3 clusters Score -2086550 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2086588.000000 Penalty: 3105.833008
	Iteration 41Q: 3 clusters Score -2086588 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2086617.875000 Penalty: 3105.833008
	Iteration 42Q: 3 clusters Score -2086618 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2086649.875000 Penalty: 3105.833008
	Iteration 43Q: 3 clusters Score -2086650 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2086675.625000 Penalty: 3105.833008
	Iteration 44Q: 3 clusters Score -2086676 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2086707.250000 Penalty: 3105.833008
	Iteration 45Q: 3 clusters Score -2086707 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2086746.875000 Penalty: 3105.833008
	Iteration 46Q: 3 clusters Score -2086747 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2086770.875000 Penalty: 3105.833008
	Iteration 47Q: 3 clusters Score -2086771 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2086791.625000 Penalty: 3105.833008
	Iteration 48Q: 3 clusters Score -2086792 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2086801.625000 Penalty: 3105.833008
	Iteration 49Q: 3 clusters Score -2086802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2086819.250000 Penalty: 3105.833008
	Iteration 50Q: 3 clusters Score -2086819 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2086837.000000 Penalty: 3105.833008
	Iteration 51Q: 3 clusters Score -2086837 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2086852.375000 Penalty: 3105.833008
	Iteration 52Q: 3 clusters Score -2086852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2086865.875000 Penalty: 3105.833008
	Iteration 53Q: 3 clusters Score -2086866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2086873.875000 Penalty: 3105.833008
	Iteration 54Q: 3 clusters Score -2086874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2086887.375000 Penalty: 3105.833008
	Iteration 55Q: 3 clusters Score -2086887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2086897.750000 Penalty: 3105.833008
	Iteration 56Q: 3 clusters Score -2086898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2086906.750000 Penalty: 3105.833008
	Iteration 57Q: 3 clusters Score -2086907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2086918.250000 Penalty: 3105.833008
	Iteration 58Q: 3 clusters Score -2086918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2086930.500000 Penalty: 3105.833008
	Iteration 59Q: 3 clusters Score -2086930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2086933.500000 Penalty: 3105.833008
	Iteration 60F: 3 clusters Score -2086934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2086940.000000 Penalty: 3105.833008
	Iteration 61Q: 3 clusters Score -2086940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2086940.500000 Penalty: 3105.833008
	Iteration 62Q: 3 clusters Score -2086940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2086941.000000 Penalty: 3105.833008
	Iteration 63Q: 3 clusters Score -2086941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2086941.875000 Penalty: 3105.833008
	Iteration 64Q: 3 clusters Score -2086942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2086941.875000 Penalty: 3105.833008
	Iteration 65F: 3 clusters Score -2086942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Entering Unmasked Estep 
Score: -225750.078125 Penalty: 1203.787720
	Iteration 0F: 2 clusters Score -225750.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -223889.234375 Penalty: 2407.575439
	Iteration 0F: 3 clusters Score -223889.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -224239.671875 Penalty: 2407.575439
	Iteration 1F: 3 clusters Score -224239.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -224333.046875 Penalty: 2407.575439
	Iteration 2F: 3 clusters Score -224333 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -224387.796875 Penalty: 2407.575439
	Iteration 3Q: 3 clusters Score -224387.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -224434.750000 Penalty: 2407.575439
	Iteration 4Q: 3 clusters Score -224434.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -224477.531250 Penalty: 2407.575439
	Iteration 5Q: 3 clusters Score -224477.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -224521.015625 Penalty: 2407.575439
	Iteration 6Q: 3 clusters Score -224521 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -224562.375000 Penalty: 2407.575439
	Iteration 7Q: 3 clusters Score -224562.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -224592.640625 Penalty: 2407.575439
	Iteration 8Q: 3 clusters Score -224592.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -224626.203125 Penalty: 2407.575439
	Iteration 9Q: 3 clusters Score -224626.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -224657.390625 Penalty: 2407.575439
	Iteration 10Q: 3 clusters Score -224657.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -224681.250000 Penalty: 2407.575439
	Iteration 11Q: 3 clusters Score -224681.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -224699.640625 Penalty: 2407.575439
	Iteration 12Q: 3 clusters Score -224699.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -224722.578125 Penalty: 2407.575439
	Iteration 13Q: 3 clusters Score -224722.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -224748.125000 Penalty: 2407.575439
	Iteration 14Q: 3 clusters Score -224748.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -224783.312500 Penalty: 2407.575439
	Iteration 15Q: 3 clusters Score -224783.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -224833.078125 Penalty: 2407.575439
	Iteration 16Q: 3 clusters Score -224833.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -224897.046875 Penalty: 2407.575439
	Iteration 17Q: 3 clusters Score -224897 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -224960.703125 Penalty: 2407.575439
	Iteration 18Q: 3 clusters Score -224960.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -225006.703125 Penalty: 2407.575439
	Iteration 19Q: 3 clusters Score -225006.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -225043.781250 Penalty: 2407.575439
	Iteration 20F: 3 clusters Score -225043.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -225060.515625 Penalty: 2407.575439
	Iteration 21Q: 3 clusters Score -225060.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -225075.796875 Penalty: 2407.575439
	Iteration 22Q: 3 clusters Score -225075.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -225086.937500 Penalty: 2407.575439
	Iteration 23Q: 3 clusters Score -225086.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -225096.328125 Penalty: 2407.575439
	Iteration 24Q: 3 clusters Score -225096.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -225101.484375 Penalty: 2407.575439
	Iteration 25Q: 3 clusters Score -225101.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -225104.296875 Penalty: 2407.575439
	Iteration 26Q: 3 clusters Score -225104.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -225107.093750 Penalty: 2407.575439
	Iteration 27Q: 3 clusters Score -225107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -225108.000000 Penalty: 2407.575439
	Iteration 28Q: 3 clusters Score -225108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -225109.406250 Penalty: 2407.575439
	Iteration 29Q: 3 clusters Score -225109.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -225110.656250 Penalty: 2407.575439
	Iteration 30Q: 3 clusters Score -225110.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -225110.656250 Penalty: 2407.575439
	Iteration 31F: 3 clusters Score -225110.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Entering Unmasked Estep 
Score: -1100317.875000 Penalty: 1453.552979
	Iteration 0F: 2 clusters Score -1100318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1094708.875000 Penalty: 2907.105957
	Iteration 0F: 3 clusters Score -1094709 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1096489.875000 Penalty: 2907.105957
	Iteration 1F: 3 clusters Score -1096490 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1096825.375000 Penalty: 2907.105957
	Iteration 2F: 3 clusters Score -1096825 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1097156.875000 Penalty: 2907.105957
	Iteration 3F: 3 clusters Score -1097157 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1097485.875000 Penalty: 2907.105957
	Iteration 4F: 3 clusters Score -1097486 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1097828.625000 Penalty: 2907.105957
	Iteration 5F: 3 clusters Score -1097829 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1098190.625000 Penalty: 2907.105957
	Iteration 6F: 3 clusters Score -1098191 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1098592.875000 Penalty: 2907.105957
	Iteration 7F: 3 clusters Score -1098593 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1098963.500000 Penalty: 2907.105957
	Iteration 8F: 3 clusters Score -1098964 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1099240.250000 Penalty: 2907.105957
	Iteration 9Q: 3 clusters Score -1099240 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1099466.625000 Penalty: 2907.105957
	Iteration 10Q: 3 clusters Score -1099467 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1099613.750000 Penalty: 2907.105957
	Iteration 11Q: 3 clusters Score -1099614 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1099697.500000 Penalty: 2907.105957
	Iteration 12Q: 3 clusters Score -1099698 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1099755.875000 Penalty: 2907.105957
	Iteration 13Q: 3 clusters Score -1099756 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1099793.250000 Penalty: 2907.105957
	Iteration 14Q: 3 clusters Score -1099793 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1099822.625000 Penalty: 2907.105957
	Iteration 15Q: 3 clusters Score -1099823 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1099842.500000 Penalty: 2907.105957
	Iteration 16Q: 3 clusters Score -1099842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1099863.875000 Penalty: 2907.105957
	Iteration 17Q: 3 clusters Score -1099864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1099873.625000 Penalty: 2907.105957
	Iteration 18Q: 3 clusters Score -1099874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1099892.500000 Penalty: 2907.105957
	Iteration 19Q: 3 clusters Score -1099892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1099906.500000 Penalty: 2907.105957
	Iteration 20F: 3 clusters Score -1099906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1099919.750000 Penalty: 2907.105957
	Iteration 21Q: 3 clusters Score -1099920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1099931.875000 Penalty: 2907.105957
	Iteration 22Q: 3 clusters Score -1099932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1099940.125000 Penalty: 2907.105957
	Iteration 23Q: 3 clusters Score -1099940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1099948.500000 Penalty: 2907.105957
	Iteration 24Q: 3 clusters Score -1099948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1099966.750000 Penalty: 2907.105957
	Iteration 25Q: 3 clusters Score -1099967 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1099994.000000 Penalty: 2907.105957
	Iteration 26Q: 3 clusters Score -1099994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1100009.500000 Penalty: 2907.105957
	Iteration 27Q: 3 clusters Score -1100010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1100027.000000 Penalty: 2907.105957
	Iteration 28Q: 3 clusters Score -1100027 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1100037.000000 Penalty: 2907.105957
	Iteration 29Q: 3 clusters Score -1100037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1100046.000000 Penalty: 2907.105957
	Iteration 30Q: 3 clusters Score -1100046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1100057.000000 Penalty: 2907.105957
	Iteration 31Q: 3 clusters Score -1100057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1100067.375000 Penalty: 2907.105957
	Iteration 32Q: 3 clusters Score -1100067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1100069.000000 Penalty: 2907.105957
	Iteration 33Q: 3 clusters Score -1100069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1100070.875000 Penalty: 2907.105957
	Iteration 34Q: 3 clusters Score -1100071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1100074.625000 Penalty: 2907.105957
	Iteration 35Q: 3 clusters Score -1100075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1100078.375000 Penalty: 2907.105957
	Iteration 36Q: 3 clusters Score -1100078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1100078.125000 Penalty: 2907.105957
	Iteration 37Q: 3 clusters Score -1100078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1100078.500000 Penalty: 2907.105957
	Iteration 38Q: 3 clusters Score -1100078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1100079.875000 Penalty: 2907.105957
	Iteration 39Q: 3 clusters Score -1100080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1100080.625000 Penalty: 2907.105957
	Iteration 40F: 3 clusters Score -1100081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1100084.750000 Penalty: 2907.105957
	Iteration 41Q: 3 clusters Score -1100085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1100082.750000 Penalty: 2907.105957
	Iteration 42Q: 3 clusters Score -1100083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1100084.000000 Penalty: 2907.105957
	Iteration 43Q: 3 clusters Score -1100084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1100086.875000 Penalty: 2907.105957
	Iteration 44Q: 3 clusters Score -1100087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1100085.875000 Penalty: 2907.105957
	Iteration 45Q: 3 clusters Score -1100086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1100088.875000 Penalty: 2907.105957
	Iteration 46Q: 3 clusters Score -1100089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1100088.875000 Penalty: 2907.105957
	Iteration 47Q: 3 clusters Score -1100089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1100089.125000 Penalty: 2907.105957
	Iteration 48Q: 3 clusters Score -1100089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1100088.625000 Penalty: 2907.105957
	Iteration 49Q: 3 clusters Score -1100089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1100088.750000 Penalty: 2907.105957
	Iteration 50Q: 3 clusters Score -1100089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1100088.625000 Penalty: 2907.105957
	Iteration 51Q: 3 clusters Score -1100089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1100090.750000 Penalty: 2907.105957
	Iteration 52Q: 3 clusters Score -1100091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1100091.875000 Penalty: 2907.105957
	Iteration 53Q: 3 clusters Score -1100092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1100093.250000 Penalty: 2907.105957
	Iteration 54Q: 3 clusters Score -1100093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1100095.625000 Penalty: 2907.105957
	Iteration 55Q: 3 clusters Score -1100096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1100095.625000 Penalty: 2907.105957
	Iteration 56Q: 3 clusters Score -1100096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1100094.875000 Penalty: 2907.105957
	Iteration 57Q: 3 clusters Score -1100095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1100094.625000 Penalty: 2907.105957
	Iteration 58Q: 3 clusters Score -1100095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1100096.250000 Penalty: 2907.105957
	Iteration 59Q: 3 clusters Score -1100096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1100097.250000 Penalty: 2907.105957
	Iteration 60F: 3 clusters Score -1100097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1100100.500000 Penalty: 2907.105957
	Iteration 61Q: 3 clusters Score -1100100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1100103.625000 Penalty: 2907.105957
	Iteration 62Q: 3 clusters Score -1100104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1100104.000000 Penalty: 2907.105957
	Iteration 63Q: 3 clusters Score -1100104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1100103.750000 Penalty: 2907.105957
	Iteration 64Q: 3 clusters Score -1100104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1100103.000000 Penalty: 2907.105957
	Iteration 65Q: 3 clusters Score -1100103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1100104.000000 Penalty: 2907.105957
	Iteration 66Q: 3 clusters Score -1100104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1100106.250000 Penalty: 2907.105957
	Iteration 67Q: 3 clusters Score -1100106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1100104.875000 Penalty: 2907.105957
	Iteration 68Q: 3 clusters Score -1100105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1100106.750000 Penalty: 2907.105957
	Iteration 69Q: 3 clusters Score -1100107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1100106.250000 Penalty: 2907.105957
	Iteration 70Q: 3 clusters Score -1100106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1100106.250000 Penalty: 2907.105957
	Iteration 71F: 3 clusters Score -1100106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Entering Unmasked Estep 
Score: -1472968.750000 Penalty: 1492.199219
	Iteration 0F: 2 clusters Score -1472969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1466024.625000 Penalty: 2984.398438
	Iteration 0F: 3 clusters Score -1466025 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1468302.875000 Penalty: 2984.398438
	Iteration 1F: 3 clusters Score -1468303 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1468538.250000 Penalty: 2984.398438
	Iteration 2F: 3 clusters Score -1468538 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1468719.875000 Penalty: 2984.398438
	Iteration 3Q: 3 clusters Score -1468720 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1468867.375000 Penalty: 2984.398438
	Iteration 4Q: 3 clusters Score -1468867 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1469019.000000 Penalty: 2984.398438
	Iteration 5Q: 3 clusters Score -1469019 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1469179.125000 Penalty: 2984.398438
	Iteration 6Q: 3 clusters Score -1469179 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1469333.250000 Penalty: 2984.398438
	Iteration 7Q: 3 clusters Score -1469333 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1469478.250000 Penalty: 2984.398438
	Iteration 8Q: 3 clusters Score -1469478 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1469655.375000 Penalty: 2984.398438
	Iteration 9Q: 3 clusters Score -1469655 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1469874.375000 Penalty: 2984.398438
	Iteration 10Q: 3 clusters Score -1469874 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1470109.250000 Penalty: 2984.398438
	Iteration 11Q: 3 clusters Score -1470109 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1470387.000000 Penalty: 2984.398438
	Iteration 12Q: 3 clusters Score -1470387 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1470662.500000 Penalty: 2984.398438
	Iteration 13Q: 3 clusters Score -1470662 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1470893.750000 Penalty: 2984.398438
	Iteration 14Q: 3 clusters Score -1470894 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1471076.000000 Penalty: 2984.398438
	Iteration 15Q: 3 clusters Score -1471076 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1471231.250000 Penalty: 2984.398438
	Iteration 16Q: 3 clusters Score -1471231 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1471367.250000 Penalty: 2984.398438
	Iteration 17Q: 3 clusters Score -1471367 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1471463.375000 Penalty: 2984.398438
	Iteration 18Q: 3 clusters Score -1471463 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1471516.000000 Penalty: 2984.398438
	Iteration 19Q: 3 clusters Score -1471516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1471557.750000 Penalty: 2984.398438
	Iteration 20F: 3 clusters Score -1471558 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1471588.750000 Penalty: 2984.398438
	Iteration 21Q: 3 clusters Score -1471589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1471608.250000 Penalty: 2984.398438
	Iteration 22Q: 3 clusters Score -1471608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1471636.250000 Penalty: 2984.398438
	Iteration 23Q: 3 clusters Score -1471636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1471653.875000 Penalty: 2984.398438
	Iteration 24Q: 3 clusters Score -1471654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1471661.500000 Penalty: 2984.398438
	Iteration 25Q: 3 clusters Score -1471662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1471675.625000 Penalty: 2984.398438
	Iteration 26Q: 3 clusters Score -1471676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1471689.750000 Penalty: 2984.398438
	Iteration 27Q: 3 clusters Score -1471690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1471692.125000 Penalty: 2984.398438
	Iteration 28Q: 3 clusters Score -1471692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1471694.000000 Penalty: 2984.398438
	Iteration 29Q: 3 clusters Score -1471694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1471695.250000 Penalty: 2984.398438
	Iteration 30Q: 3 clusters Score -1471695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1471695.250000 Penalty: 2984.398438
	Iteration 31F: 3 clusters Score -1471695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Entering Unmasked Estep 
Score: -484752.000000 Penalty: 1339.276733
	Iteration 0F: 2 clusters Score -484752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -481499.656250 Penalty: 2678.553467
	Iteration 0F: 3 clusters Score -481499.7 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -482406.781250 Penalty: 2678.553467
	Iteration 1F: 3 clusters Score -482406.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -482572.125000 Penalty: 2678.553467
	Iteration 2F: 3 clusters Score -482572.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -482667.718750 Penalty: 2678.553467
	Iteration 3Q: 3 clusters Score -482667.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -482742.093750 Penalty: 2678.553467
	Iteration 4Q: 3 clusters Score -482742.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -482807.031250 Penalty: 2678.553467
	Iteration 5Q: 3 clusters Score -482807 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -482852.093750 Penalty: 2678.553467
	Iteration 6Q: 3 clusters Score -482852.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -482897.937500 Penalty: 2678.553467
	Iteration 7Q: 3 clusters Score -482897.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -482947.968750 Penalty: 2678.553467
	Iteration 8Q: 3 clusters Score -482948 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -482996.500000 Penalty: 2678.553467
	Iteration 9Q: 3 clusters Score -482996.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -483041.343750 Penalty: 2678.553467
	Iteration 10Q: 3 clusters Score -483041.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -483078.062500 Penalty: 2678.553467
	Iteration 11Q: 3 clusters Score -483078.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -483114.906250 Penalty: 2678.553467
	Iteration 12Q: 3 clusters Score -483114.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -483159.468750 Penalty: 2678.553467
	Iteration 13Q: 3 clusters Score -483159.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -483195.562500 Penalty: 2678.553467
	Iteration 14Q: 3 clusters Score -483195.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -483220.687500 Penalty: 2678.553467
	Iteration 15Q: 3 clusters Score -483220.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -483243.000000 Penalty: 2678.553467
	Iteration 16Q: 3 clusters Score -483243 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -483277.812500 Penalty: 2678.553467
	Iteration 17Q: 3 clusters Score -483277.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -483308.812500 Penalty: 2678.553467
	Iteration 18Q: 3 clusters Score -483308.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -483339.218750 Penalty: 2678.553467
	Iteration 19Q: 3 clusters Score -483339.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -483366.000000 Penalty: 2678.553467
	Iteration 20F: 3 clusters Score -483366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -483398.875000 Penalty: 2678.553467
	Iteration 21Q: 3 clusters Score -483398.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -483424.218750 Penalty: 2678.553467
	Iteration 22Q: 3 clusters Score -483424.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -483449.593750 Penalty: 2678.553467
	Iteration 23Q: 3 clusters Score -483449.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -483489.718750 Penalty: 2678.553467
	Iteration 24Q: 3 clusters Score -483489.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -483521.781250 Penalty: 2678.553467
	Iteration 25Q: 3 clusters Score -483521.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -483539.093750 Penalty: 2678.553467
	Iteration 26Q: 3 clusters Score -483539.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -483557.937500 Penalty: 2678.553467
	Iteration 27Q: 3 clusters Score -483557.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -483572.062500 Penalty: 2678.553467
	Iteration 28Q: 3 clusters Score -483572.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -483580.531250 Penalty: 2678.553467
	Iteration 29Q: 3 clusters Score -483580.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -483585.656250 Penalty: 2678.553467
	Iteration 30Q: 3 clusters Score -483585.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -483592.437500 Penalty: 2678.553467
	Iteration 31Q: 3 clusters Score -483592.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -483597.687500 Penalty: 2678.553467
	Iteration 32Q: 3 clusters Score -483597.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -483603.562500 Penalty: 2678.553467
	Iteration 33Q: 3 clusters Score -483603.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -483607.875000 Penalty: 2678.553467
	Iteration 34Q: 3 clusters Score -483607.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -483612.250000 Penalty: 2678.553467
	Iteration 35Q: 3 clusters Score -483612.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -483616.625000 Penalty: 2678.553467
	Iteration 36Q: 3 clusters Score -483616.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -483619.843750 Penalty: 2678.553467
	Iteration 37Q: 3 clusters Score -483619.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -483623.656250 Penalty: 2678.553467
	Iteration 38Q: 3 clusters Score -483623.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -483625.968750 Penalty: 2678.553467
	Iteration 39Q: 3 clusters Score -483626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -483627.750000 Penalty: 2678.553467
	Iteration 40F: 3 clusters Score -483627.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -483630.343750 Penalty: 2678.553467
	Iteration 41Q: 3 clusters Score -483630.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -483632.312500 Penalty: 2678.553467
	Iteration 42Q: 3 clusters Score -483632.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -483636.187500 Penalty: 2678.553467
	Iteration 43Q: 3 clusters Score -483636.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -483639.093750 Penalty: 2678.553467
	Iteration 44Q: 3 clusters Score -483639.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -483639.031250 Penalty: 2678.553467
	Iteration 45Q: 3 clusters Score -483639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -483641.843750 Penalty: 2678.553467
	Iteration 46Q: 3 clusters Score -483641.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -483642.906250 Penalty: 2678.553467
	Iteration 47Q: 3 clusters Score -483642.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -483643.781250 Penalty: 2678.553467
	Iteration 48Q: 3 clusters Score -483643.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -483644.750000 Penalty: 2678.553467
	Iteration 49Q: 3 clusters Score -483644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -483646.281250 Penalty: 2678.553467
	Iteration 50Q: 3 clusters Score -483646.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -483646.000000 Penalty: 2678.553467
	Iteration 51Q: 3 clusters Score -483646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -483646.343750 Penalty: 2678.553467
	Iteration 52Q: 3 clusters Score -483646.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -483646.343750 Penalty: 2678.553467
	Iteration 53F: 3 clusters Score -483646.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Entering Unmasked Estep 
Score: -280379.968750 Penalty: 1241.441895
	Iteration 0F: 2 clusters Score -280380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -278279.531250 Penalty: 2482.883789
	Iteration 0F: 3 clusters Score -278279.5 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -278895.875000 Penalty: 2482.883789
	Iteration 1F: 3 clusters Score -278895.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -279157.250000 Penalty: 2482.883789
	Iteration 2F: 3 clusters Score -279157.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -279324.687500 Penalty: 2482.883789
	Iteration 3F: 3 clusters Score -279324.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -279431.000000 Penalty: 2482.883789
	Iteration 4F: 3 clusters Score -279431 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -279517.187500 Penalty: 2482.883789
	Iteration 5Q: 3 clusters Score -279517.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -279590.750000 Penalty: 2482.883789
	Iteration 6Q: 3 clusters Score -279590.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -279674.562500 Penalty: 2482.883789
	Iteration 7Q: 3 clusters Score -279674.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -279744.500000 Penalty: 2482.883789
	Iteration 8Q: 3 clusters Score -279744.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -279806.875000 Penalty: 2482.883789
	Iteration 9Q: 3 clusters Score -279806.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -279874.312500 Penalty: 2482.883789
	Iteration 10Q: 3 clusters Score -279874.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -279923.093750 Penalty: 2482.883789
	Iteration 11Q: 3 clusters Score -279923.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -279972.718750 Penalty: 2482.883789
	Iteration 12Q: 3 clusters Score -279972.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -280006.375000 Penalty: 2482.883789
	Iteration 13Q: 3 clusters Score -280006.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -280037.031250 Penalty: 2482.883789
	Iteration 14Q: 3 clusters Score -280037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -280053.531250 Penalty: 2482.883789
	Iteration 15Q: 3 clusters Score -280053.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -280066.468750 Penalty: 2482.883789
	Iteration 16Q: 3 clusters Score -280066.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -280072.843750 Penalty: 2482.883789
	Iteration 17Q: 3 clusters Score -280072.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -280074.250000 Penalty: 2482.883789
	Iteration 18Q: 3 clusters Score -280074.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -280076.406250 Penalty: 2482.883789
	Iteration 19Q: 3 clusters Score -280076.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -280098.562500 Penalty: 2482.883789
	Iteration 20F: 3 clusters Score -280098.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -280121.468750 Penalty: 2482.883789
	Iteration 21Q: 3 clusters Score -280121.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -280126.843750 Penalty: 2482.883789
	Iteration 22Q: 3 clusters Score -280126.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -280132.656250 Penalty: 2482.883789
	Iteration 23Q: 3 clusters Score -280132.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -280135.468750 Penalty: 2482.883789
	Iteration 24Q: 3 clusters Score -280135.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -280136.531250 Penalty: 2482.883789
	Iteration 25Q: 3 clusters Score -280136.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -280137.250000 Penalty: 2482.883789
	Iteration 26Q: 3 clusters Score -280137.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -280138.062500 Penalty: 2482.883789
	Iteration 27Q: 3 clusters Score -280138.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -280140.093750 Penalty: 2482.883789
	Iteration 28Q: 3 clusters Score -280140.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -280142.750000 Penalty: 2482.883789
	Iteration 29Q: 3 clusters Score -280142.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -280146.000000 Penalty: 2482.883789
	Iteration 30Q: 3 clusters Score -280146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -280146.437500 Penalty: 2482.883789
	Iteration 31Q: 3 clusters Score -280146.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -280148.093750 Penalty: 2482.883789
	Iteration 32Q: 3 clusters Score -280148.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -280149.125000 Penalty: 2482.883789
	Iteration 33Q: 3 clusters Score -280149.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -280149.343750 Penalty: 2482.883789
	Iteration 34Q: 3 clusters Score -280149.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -280149.375000 Penalty: 2482.883789
	Iteration 35Q: 3 clusters Score -280149.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -280149.375000 Penalty: 2482.883789
	Iteration 36F: 3 clusters Score -280149.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Entering Unmasked Estep 
Score: -418696.125000 Penalty: 1304.358887
	Iteration 0F: 2 clusters Score -418696.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -415983.156250 Penalty: 2608.717773
	Iteration 0F: 3 clusters Score -415983.2 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -416835.218750 Penalty: 2608.717773
	Iteration 1F: 3 clusters Score -416835.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -417149.093750 Penalty: 2608.717773
	Iteration 2F: 3 clusters Score -417149.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -417378.593750 Penalty: 2608.717773
	Iteration 3F: 3 clusters Score -417378.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -417580.031250 Penalty: 2608.717773
	Iteration 4F: 3 clusters Score -417580 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -417769.468750 Penalty: 2608.717773
	Iteration 5F: 3 clusters Score -417769.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -417927.281250 Penalty: 2608.717773
	Iteration 6Q: 3 clusters Score -417927.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -418031.312500 Penalty: 2608.717773
	Iteration 7Q: 3 clusters Score -418031.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -418118.062500 Penalty: 2608.717773
	Iteration 8Q: 3 clusters Score -418118.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -418178.312500 Penalty: 2608.717773
	Iteration 9Q: 3 clusters Score -418178.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -418232.843750 Penalty: 2608.717773
	Iteration 10Q: 3 clusters Score -418232.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -418276.187500 Penalty: 2608.717773
	Iteration 11Q: 3 clusters Score -418276.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -418308.187500 Penalty: 2608.717773
	Iteration 12Q: 3 clusters Score -418308.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -418332.625000 Penalty: 2608.717773
	Iteration 13Q: 3 clusters Score -418332.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -418355.968750 Penalty: 2608.717773
	Iteration 14Q: 3 clusters Score -418356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -418374.687500 Penalty: 2608.717773
	Iteration 15Q: 3 clusters Score -418374.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -418385.406250 Penalty: 2608.717773
	Iteration 16Q: 3 clusters Score -418385.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -418392.062500 Penalty: 2608.717773
	Iteration 17Q: 3 clusters Score -418392.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -418397.531250 Penalty: 2608.717773
	Iteration 18Q: 3 clusters Score -418397.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -418402.156250 Penalty: 2608.717773
	Iteration 19Q: 3 clusters Score -418402.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -418403.031250 Penalty: 2608.717773
	Iteration 20F: 3 clusters Score -418403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -418403.656250 Penalty: 2608.717773
	Iteration 21Q: 3 clusters Score -418403.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -418405.125000 Penalty: 2608.717773
	Iteration 22Q: 3 clusters Score -418405.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -418405.125000 Penalty: 2608.717773
	Iteration 23F: 3 clusters Score -418405.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Entering Unmasked Estep 
Score: -222617.609375 Penalty: 1212.236084
	Iteration 0F: 2 clusters Score -222617.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -220739.421875 Penalty: 2424.472168
	Iteration 0F: 3 clusters Score -220739.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -221464.921875 Penalty: 2424.472168
	Iteration 1F: 3 clusters Score -221464.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -221864.687500 Penalty: 2424.472168
	Iteration 2F: 3 clusters Score -221864.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -222162.046875 Penalty: 2424.472168
	Iteration 3F: 3 clusters Score -222162 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -222358.937500 Penalty: 2424.472168
	Iteration 4F: 3 clusters Score -222358.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -222507.828125 Penalty: 2424.472168
	Iteration 5Q: 3 clusters Score -222507.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -222612.156250 Penalty: 2424.472168
	Iteration 6Q: 3 clusters Score -222612.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -222656.546875 Penalty: 2424.472168
	Iteration 7Q: 3 clusters Score -222656.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -222695.031250 Penalty: 2424.472168
	Iteration 8Q: 3 clusters Score -222695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -222723.750000 Penalty: 2424.472168
	Iteration 9Q: 3 clusters Score -222723.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -222740.515625 Penalty: 2424.472168
	Iteration 10Q: 3 clusters Score -222740.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -222749.125000 Penalty: 2424.472168
	Iteration 11Q: 3 clusters Score -222749.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -222756.000000 Penalty: 2424.472168
	Iteration 12Q: 3 clusters Score -222756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -222760.234375 Penalty: 2424.472168
	Iteration 13Q: 3 clusters Score -222760.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -222764.843750 Penalty: 2424.472168
	Iteration 14Q: 3 clusters Score -222764.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -222767.718750 Penalty: 2424.472168
	Iteration 15Q: 3 clusters Score -222767.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -222773.656250 Penalty: 2424.472168
	Iteration 16Q: 3 clusters Score -222773.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -222778.531250 Penalty: 2424.472168
	Iteration 17Q: 3 clusters Score -222778.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -222780.031250 Penalty: 2424.472168
	Iteration 18Q: 3 clusters Score -222780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -222781.406250 Penalty: 2424.472168
	Iteration 19Q: 3 clusters Score -222781.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -222783.281250 Penalty: 2424.472168
	Iteration 20F: 3 clusters Score -222783.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -222784.531250 Penalty: 2424.472168
	Iteration 21Q: 3 clusters Score -222784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -222785.468750 Penalty: 2424.472168
	Iteration 22Q: 3 clusters Score -222785.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -222786.468750 Penalty: 2424.472168
	Iteration 23Q: 3 clusters Score -222786.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -222789.937500 Penalty: 2424.472168
	Iteration 24Q: 3 clusters Score -222789.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -222794.109375 Penalty: 2424.472168
	Iteration 25Q: 3 clusters Score -222794.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -222798.046875 Penalty: 2424.472168
	Iteration 26Q: 3 clusters Score -222798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -222803.640625 Penalty: 2424.472168
	Iteration 27Q: 3 clusters Score -222803.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -222807.953125 Penalty: 2424.472168
	Iteration 28Q: 3 clusters Score -222808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -222815.406250 Penalty: 2424.472168
	Iteration 29Q: 3 clusters Score -222815.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -222820.078125 Penalty: 2424.472168
	Iteration 30Q: 3 clusters Score -222820.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -222822.593750 Penalty: 2424.472168
	Iteration 31Q: 3 clusters Score -222822.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -222824.484375 Penalty: 2424.472168
	Iteration 32Q: 3 clusters Score -222824.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -222829.046875 Penalty: 2424.472168
	Iteration 33Q: 3 clusters Score -222829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -222831.843750 Penalty: 2424.472168
	Iteration 34Q: 3 clusters Score -222831.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -222836.078125 Penalty: 2424.472168
	Iteration 35Q: 3 clusters Score -222836.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -222838.656250 Penalty: 2424.472168
	Iteration 36Q: 3 clusters Score -222838.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -222842.328125 Penalty: 2424.472168
	Iteration 37Q: 3 clusters Score -222842.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -222846.312500 Penalty: 2424.472168
	Iteration 38Q: 3 clusters Score -222846.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -222851.062500 Penalty: 2424.472168
	Iteration 39Q: 3 clusters Score -222851.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -222854.937500 Penalty: 2424.472168
	Iteration 40F: 3 clusters Score -222854.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -222860.296875 Penalty: 2424.472168
	Iteration 41Q: 3 clusters Score -222860.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -222861.453125 Penalty: 2424.472168
	Iteration 42Q: 3 clusters Score -222861.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -222863.359375 Penalty: 2424.472168
	Iteration 43Q: 3 clusters Score -222863.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -222867.312500 Penalty: 2424.472168
	Iteration 44Q: 3 clusters Score -222867.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -222875.734375 Penalty: 2424.472168
	Iteration 45Q: 3 clusters Score -222875.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -222882.906250 Penalty: 2424.472168
	Iteration 46Q: 3 clusters Score -222882.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -222894.062500 Penalty: 2424.472168
	Iteration 47Q: 3 clusters Score -222894.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -222902.296875 Penalty: 2424.472168
	Iteration 48Q: 3 clusters Score -222902.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -222909.140625 Penalty: 2424.472168
	Iteration 49Q: 3 clusters Score -222909.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -222917.125000 Penalty: 2424.472168
	Iteration 50Q: 3 clusters Score -222917.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -222926.406250 Penalty: 2424.472168
	Iteration 51Q: 3 clusters Score -222926.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -222934.890625 Penalty: 2424.472168
	Iteration 52Q: 3 clusters Score -222934.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -222940.109375 Penalty: 2424.472168
	Iteration 53Q: 3 clusters Score -222940.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -222947.578125 Penalty: 2424.472168
	Iteration 54Q: 3 clusters Score -222947.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -222955.734375 Penalty: 2424.472168
	Iteration 55Q: 3 clusters Score -222955.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -222961.156250 Penalty: 2424.472168
	Iteration 56Q: 3 clusters Score -222961.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -222964.703125 Penalty: 2424.472168
	Iteration 57Q: 3 clusters Score -222964.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -222968.046875 Penalty: 2424.472168
	Iteration 58Q: 3 clusters Score -222968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -222970.828125 Penalty: 2424.472168
	Iteration 59Q: 3 clusters Score -222970.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -222974.453125 Penalty: 2424.472168
	Iteration 60F: 3 clusters Score -222974.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -222978.656250 Penalty: 2424.472168
	Iteration 61Q: 3 clusters Score -222978.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -222987.156250 Penalty: 2424.472168
	Iteration 62Q: 3 clusters Score -222987.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -222991.671875 Penalty: 2424.472168
	Iteration 63Q: 3 clusters Score -222991.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -222994.531250 Penalty: 2424.472168
	Iteration 64Q: 3 clusters Score -222994.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -222997.312500 Penalty: 2424.472168
	Iteration 65Q: 3 clusters Score -222997.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -222997.593750 Penalty: 2424.472168
	Iteration 66Q: 3 clusters Score -222997.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -222998.187500 Penalty: 2424.472168
	Iteration 67Q: 3 clusters Score -222998.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -222998.187500 Penalty: 2424.472168
	Iteration 68F: 3 clusters Score -222998.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 29608 members 
Mstep: Class 6 contains 1530 members 
Mstep: Class 7 contains 14369 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 12 contains 23741 members 
Mstep: Class 13 contains 8086 members 
Mstep: Class 14 contains 11127 members 
Mstep: Class 15 contains 5241 members 
Mstep: Class 16 contains 19906 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 3937 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 21207 members 
Mstep: Class 22 contains 4249 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10623 members 
Mstep: Class 25 contains 13579 members 
Mstep: Class 26 contains 7180 members 
Mstep: Class 27 contains 14135 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 7669 members 
Mstep: Class 30 contains 9728 members 
Mstep: Class 31 contains 3796 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 646 members 
Mstep: Class 35 contains 769 members 
Mstep: Class 36 contains 12884 members 
Mstep: Class 37 contains 604 members 
Mstep: Class 38 contains 31509 members 
Mstep: Class 39 contains 1585 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3533 members 
Mstep: Class 42 contains 3736 members 
Mstep: Class 43 contains 22100 members 
Mstep: Class 44 contains 15266 members 
Mstep: Class 45 contains 13350 members 
Mstep: Class 46 contains 3675 members 
Mstep: Class 47 contains 16135 members 
Mstep: Class 48 contains 2711 members 
Mstep: Class 49 contains 12714 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1529 members 
Mstep: Class 52 contains 1468 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 15983 members 
Mstep: Class 55 contains 3514 members 
Mstep: Class 56 contains 1278 members 
Mstep: Class 57 contains 15859 members 
Mstep: Class 58 contains 6153 members 
Mstep: Class 59 contains 6862 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1903 members 
Mstep: Class 62 contains 14845 members 
Mstep: Class 63 contains 17667 members 
Mstep: Class 64 contains 5872 members 
Mstep: Class 65 contains 1391 members 
Mstep: Class 66 contains 1817 members 
Mstep: Class 67 contains 1177 members 
Mstep: Class 68 contains 1161 members 
Mstep: Class 69 contains 19149 members 
Mstep: Class 70 contains 15226 members 
Mstep: Class 71 contains 17264 members 
Mstep: Class 72 contains 20507 members 
Mstep: Class 73 contains 1067 members 
Mstep: Class 74 contains 2168 members 
Mstep: Class 75 contains 2224 members 
Mstep: Class 76 contains 17563 members 
Mstep: Class 77 contains 1091 members 
Entering Unmasked Estep 
Score: -85935472.000000 Penalty: 166502.937500
Splitting cluster 34 changes total score from -85933856.000000 to -85935472.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 35 (769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Entering Unmasked Estep 
Score: -106261.210938 Penalty: 1079.827271
	Iteration 0F: 2 clusters Score -106261.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -104991.656250 Penalty: 2159.654541
	Iteration 0F: 3 clusters Score -104991.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -105240.289062 Penalty: 2159.654541
	Iteration 1F: 3 clusters Score -105240.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -105387.757812 Penalty: 2159.654541
	Iteration 2F: 3 clusters Score -105387.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -105557.601562 Penalty: 2159.654541
	Iteration 3F: 3 clusters Score -105557.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -105719.656250 Penalty: 2159.654541
	Iteration 4F: 3 clusters Score -105719.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -105933.335938 Penalty: 2159.654541
	Iteration 5F: 3 clusters Score -105933.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -106194.976562 Penalty: 2159.654541
	Iteration 6F: 3 clusters Score -106195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -106303.523438 Penalty: 2159.654541
	Iteration 7Q: 3 clusters Score -106303.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -106327.750000 Penalty: 2159.654541
	Iteration 8Q: 3 clusters Score -106327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -106341.164062 Penalty: 2159.654541
	Iteration 9Q: 3 clusters Score -106341.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -106343.515625 Penalty: 2159.654541
	Iteration 10Q: 3 clusters Score -106343.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -106343.515625 Penalty: 2159.654541
	Iteration 11F: 3 clusters Score -106343.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 29608 members 
Mstep: Class 6 contains 1530 members 
Mstep: Class 7 contains 14369 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 12 contains 23741 members 
Mstep: Class 13 contains 8086 members 
Mstep: Class 14 contains 11127 members 
Mstep: Class 15 contains 5241 members 
Mstep: Class 16 contains 19906 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 3937 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 21207 members 
Mstep: Class 22 contains 4249 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10623 members 
Mstep: Class 25 contains 13579 members 
Mstep: Class 26 contains 7180 members 
Mstep: Class 27 contains 14135 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 7669 members 
Mstep: Class 30 contains 9728 members 
Mstep: Class 31 contains 3796 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 646 members 
Mstep: Class 35 contains 469 members 
Mstep: Class 36 contains 12884 members 
Mstep: Class 37 contains 604 members 
Mstep: Class 38 contains 31509 members 
Mstep: Class 39 contains 1585 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3533 members 
Mstep: Class 42 contains 3736 members 
Mstep: Class 43 contains 22100 members 
Mstep: Class 44 contains 15266 members 
Mstep: Class 45 contains 13350 members 
Mstep: Class 46 contains 3675 members 
Mstep: Class 47 contains 16135 members 
Mstep: Class 48 contains 2711 members 
Mstep: Class 49 contains 12714 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1529 members 
Mstep: Class 52 contains 1468 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 15983 members 
Mstep: Class 55 contains 3514 members 
Mstep: Class 56 contains 1278 members 
Mstep: Class 57 contains 15859 members 
Mstep: Class 58 contains 6153 members 
Mstep: Class 59 contains 6862 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1903 members 
Mstep: Class 62 contains 14845 members 
Mstep: Class 63 contains 17667 members 
Mstep: Class 64 contains 5872 members 
Mstep: Class 65 contains 1391 members 
Mstep: Class 66 contains 1817 members 
Mstep: Class 67 contains 1177 members 
Mstep: Class 68 contains 1161 members 
Mstep: Class 69 contains 19149 members 
Mstep: Class 70 contains 15226 members 
Mstep: Class 71 contains 17264 members 
Mstep: Class 72 contains 20507 members 
Mstep: Class 73 contains 1067 members 
Mstep: Class 74 contains 2168 members 
Mstep: Class 75 contains 2224 members 
Mstep: Class 76 contains 17563 members 
Mstep: Class 77 contains 1091 members 
Mstep: Class 78 contains 300 members 
Entering Unmasked Estep 
Score: -85934456.000000 Penalty: 168665.312500
Splitting cluster 35 changes total score from -85933856.000000 to -85934456.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 36 (12884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Entering Unmasked Estep 
Score: -1942915.625000 Penalty: 1537.857910
	Iteration 0F: 2 clusters Score -1942916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1933982.875000 Penalty: 3075.715820
	Iteration 0F: 3 clusters Score -1933983 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1937130.875000 Penalty: 3075.715820
	Iteration 1F: 3 clusters Score -1937131 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1937535.000000 Penalty: 3075.715820
	Iteration 2F: 3 clusters Score -1937535 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1937991.375000 Penalty: 3075.715820
	Iteration 3F: 3 clusters Score -1937991 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1938546.375000 Penalty: 3075.715820
	Iteration 4F: 3 clusters Score -1938546 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1939173.250000 Penalty: 3075.715820
	Iteration 5F: 3 clusters Score -1939173 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1939763.250000 Penalty: 3075.715820
	Iteration 6F: 3 clusters Score -1939763 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1940284.250000 Penalty: 3075.715820
	Iteration 7F: 3 clusters Score -1940284 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1940728.625000 Penalty: 3075.715820
	Iteration 8Q: 3 clusters Score -1940729 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1941088.000000 Penalty: 3075.715820
	Iteration 9Q: 3 clusters Score -1941088 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1941297.375000 Penalty: 3075.715820
	Iteration 10Q: 3 clusters Score -1941297 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1941414.125000 Penalty: 3075.715820
	Iteration 11Q: 3 clusters Score -1941414 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1941500.375000 Penalty: 3075.715820
	Iteration 12Q: 3 clusters Score -1941500 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1941551.250000 Penalty: 3075.715820
	Iteration 13Q: 3 clusters Score -1941551 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1941589.375000 Penalty: 3075.715820
	Iteration 14Q: 3 clusters Score -1941589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1941616.250000 Penalty: 3075.715820
	Iteration 15Q: 3 clusters Score -1941616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1941627.875000 Penalty: 3075.715820
	Iteration 16Q: 3 clusters Score -1941628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1941638.750000 Penalty: 3075.715820
	Iteration 17Q: 3 clusters Score -1941639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1941645.500000 Penalty: 3075.715820
	Iteration 18Q: 3 clusters Score -1941646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1941654.625000 Penalty: 3075.715820
	Iteration 19Q: 3 clusters Score -1941655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1941671.375000 Penalty: 3075.715820
	Iteration 20F: 3 clusters Score -1941671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1941687.000000 Penalty: 3075.715820
	Iteration 21Q: 3 clusters Score -1941687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1941696.125000 Penalty: 3075.715820
	Iteration 22Q: 3 clusters Score -1941696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1941703.125000 Penalty: 3075.715820
	Iteration 23Q: 3 clusters Score -1941703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1941708.875000 Penalty: 3075.715820
	Iteration 24Q: 3 clusters Score -1941709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1941714.750000 Penalty: 3075.715820
	Iteration 25Q: 3 clusters Score -1941715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1941719.500000 Penalty: 3075.715820
	Iteration 26Q: 3 clusters Score -1941720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1941724.125000 Penalty: 3075.715820
	Iteration 27Q: 3 clusters Score -1941724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1941731.250000 Penalty: 3075.715820
	Iteration 28Q: 3 clusters Score -1941731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1941733.000000 Penalty: 3075.715820
	Iteration 29Q: 3 clusters Score -1941733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1941737.750000 Penalty: 3075.715820
	Iteration 30Q: 3 clusters Score -1941738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1941743.250000 Penalty: 3075.715820
	Iteration 31Q: 3 clusters Score -1941743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1941742.000000 Penalty: 3075.715820
	Iteration 32Q: 3 clusters Score -1941742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1941743.375000 Penalty: 3075.715820
	Iteration 33Q: 3 clusters Score -1941743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1941743.375000 Penalty: 3075.715820
	Iteration 34F: 3 clusters Score -1941743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -79735.593750 Penalty: 1040.580811
	Iteration 0F: 2 clusters Score -79735.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78573.476562 Penalty: 2081.161621
	Iteration 0F: 3 clusters Score -78573.48 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -78765.953125 Penalty: 2081.161621
	Iteration 1F: 3 clusters Score -78765.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78801.656250 Penalty: 2081.161621
	Iteration 2F: 3 clusters Score -78801.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78811.132812 Penalty: 2081.161621
	Iteration 3Q: 3 clusters Score -78811.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -78825.632812 Penalty: 2081.161621
	Iteration 4Q: 3 clusters Score -78825.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -78852.273438 Penalty: 2081.161621
	Iteration 5Q: 3 clusters Score -78852.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -78868.796875 Penalty: 2081.161621
	Iteration 6Q: 3 clusters Score -78868.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -78884.093750 Penalty: 2081.161621
	Iteration 7Q: 3 clusters Score -78884.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -78898.656250 Penalty: 2081.161621
	Iteration 8Q: 3 clusters Score -78898.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -78909.437500 Penalty: 2081.161621
	Iteration 9Q: 3 clusters Score -78909.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -78916.679688 Penalty: 2081.161621
	Iteration 10Q: 3 clusters Score -78916.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -78919.601562 Penalty: 2081.161621
	Iteration 11Q: 3 clusters Score -78919.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -78919.601562 Penalty: 2081.161621
	Iteration 12F: 3 clusters Score -78919.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (31509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Entering Unmasked Estep 
Score: -4788327.500000 Penalty: 1683.179565
	Iteration 0F: 2 clusters Score -4788328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -4769730.000000 Penalty: 3366.359131
	Iteration 0F: 3 clusters Score -4769730 nChanged 14578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -4778147.000000 Penalty: 3366.359131
	Iteration 1F: 3 clusters Score -4778147 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -4778915.000000 Penalty: 3366.359131
	Iteration 2F: 3 clusters Score -4778915 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -4779783.500000 Penalty: 3366.359131
	Iteration 3F: 3 clusters Score -4779784 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -4780609.500000 Penalty: 3366.359131
	Iteration 4F: 3 clusters Score -4780610 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -4781464.500000 Penalty: 3366.359131
	Iteration 5F: 3 clusters Score -4781464 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -4782269.000000 Penalty: 3366.359131
	Iteration 6F: 3 clusters Score -4782269 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -4783047.000000 Penalty: 3366.359131
	Iteration 7F: 3 clusters Score -4783047 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -4783648.500000 Penalty: 3366.359131
	Iteration 8Q: 3 clusters Score -4783648 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -4784049.000000 Penalty: 3366.359131
	Iteration 9Q: 3 clusters Score -4784049 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -4784268.000000 Penalty: 3366.359131
	Iteration 10Q: 3 clusters Score -4784268 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -4784409.000000 Penalty: 3366.359131
	Iteration 11Q: 3 clusters Score -4784409 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -4784514.000000 Penalty: 3366.359131
	Iteration 12Q: 3 clusters Score -4784514 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -4784574.500000 Penalty: 3366.359131
	Iteration 13Q: 3 clusters Score -4784574 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -4784604.500000 Penalty: 3366.359131
	Iteration 14Q: 3 clusters Score -4784604 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -4784637.000000 Penalty: 3366.359131
	Iteration 15Q: 3 clusters Score -4784637 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -4784661.000000 Penalty: 3366.359131
	Iteration 16Q: 3 clusters Score -4784661 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -4784730.000000 Penalty: 3366.359131
	Iteration 17Q: 3 clusters Score -4784730 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -4784792.000000 Penalty: 3366.359131
	Iteration 18Q: 3 clusters Score -4784792 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -4784872.000000 Penalty: 3366.359131
	Iteration 19Q: 3 clusters Score -4784872 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -4784926.500000 Penalty: 3366.359131
	Iteration 20F: 3 clusters Score -4784926 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -4784978.000000 Penalty: 3366.359131
	Iteration 21Q: 3 clusters Score -4784978 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -4785021.000000 Penalty: 3366.359131
	Iteration 22Q: 3 clusters Score -4785021 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -4785089.500000 Penalty: 3366.359131
	Iteration 23Q: 3 clusters Score -4785090 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -4785100.000000 Penalty: 3366.359131
	Iteration 24Q: 3 clusters Score -4785100 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -4785140.000000 Penalty: 3366.359131
	Iteration 25Q: 3 clusters Score -4785140 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -4785192.500000 Penalty: 3366.359131
	Iteration 26Q: 3 clusters Score -4785192 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -4785208.500000 Penalty: 3366.359131
	Iteration 27Q: 3 clusters Score -4785208 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -4785228.500000 Penalty: 3366.359131
	Iteration 28Q: 3 clusters Score -4785228 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -4785239.000000 Penalty: 3366.359131
	Iteration 29Q: 3 clusters Score -4785239 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -4785258.500000 Penalty: 3366.359131
	Iteration 30Q: 3 clusters Score -4785258 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -4785351.000000 Penalty: 3366.359131
	Iteration 31Q: 3 clusters Score -4785351 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -4785504.000000 Penalty: 3366.359131
	Iteration 32Q: 3 clusters Score -4785504 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -4785589.500000 Penalty: 3366.359131
	Iteration 33Q: 3 clusters Score -4785590 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -4785680.500000 Penalty: 3366.359131
	Iteration 34Q: 3 clusters Score -4785680 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -4785762.000000 Penalty: 3366.359131
	Iteration 35Q: 3 clusters Score -4785762 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -4785875.000000 Penalty: 3366.359131
	Iteration 36Q: 3 clusters Score -4785875 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -4786048.500000 Penalty: 3366.359131
	Iteration 37Q: 3 clusters Score -4786048 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -4786169.500000 Penalty: 3366.359131
	Iteration 38Q: 3 clusters Score -4786170 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -4786354.500000 Penalty: 3366.359131
	Iteration 39Q: 3 clusters Score -4786354 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -4786474.000000 Penalty: 3366.359131
	Iteration 40F: 3 clusters Score -4786474 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -4786553.000000 Penalty: 3366.359131
	Iteration 41Q: 3 clusters Score -4786553 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -4786662.000000 Penalty: 3366.359131
	Iteration 42Q: 3 clusters Score -4786662 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -4786741.500000 Penalty: 3366.359131
	Iteration 43Q: 3 clusters Score -4786742 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -4786796.500000 Penalty: 3366.359131
	Iteration 44Q: 3 clusters Score -4786796 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -4786836.000000 Penalty: 3366.359131
	Iteration 45Q: 3 clusters Score -4786836 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -4786881.000000 Penalty: 3366.359131
	Iteration 46Q: 3 clusters Score -4786881 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -4786940.500000 Penalty: 3366.359131
	Iteration 47Q: 3 clusters Score -4786940 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -4786993.000000 Penalty: 3366.359131
	Iteration 48Q: 3 clusters Score -4786993 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -4787038.500000 Penalty: 3366.359131
	Iteration 49Q: 3 clusters Score -4787038 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -4787084.000000 Penalty: 3366.359131
	Iteration 50Q: 3 clusters Score -4787084 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -4787130.500000 Penalty: 3366.359131
	Iteration 51Q: 3 clusters Score -4787130 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -4787154.500000 Penalty: 3366.359131
	Iteration 52Q: 3 clusters Score -4787154 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -4787195.000000 Penalty: 3366.359131
	Iteration 53Q: 3 clusters Score -4787195 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -4787229.500000 Penalty: 3366.359131
	Iteration 54Q: 3 clusters Score -4787230 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -4787263.500000 Penalty: 3366.359131
	Iteration 55Q: 3 clusters Score -4787264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -4787289.000000 Penalty: 3366.359131
	Iteration 56Q: 3 clusters Score -4787289 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -4787310.500000 Penalty: 3366.359131
	Iteration 57Q: 3 clusters Score -4787310 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -4787347.000000 Penalty: 3366.359131
	Iteration 58Q: 3 clusters Score -4787347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -4787362.500000 Penalty: 3366.359131
	Iteration 59Q: 3 clusters Score -4787362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -4787374.000000 Penalty: 3366.359131
	Iteration 60F: 3 clusters Score -4787374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -4787383.500000 Penalty: 3366.359131
	Iteration 61Q: 3 clusters Score -4787384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -4787388.500000 Penalty: 3366.359131
	Iteration 62Q: 3 clusters Score -4787388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -4787384.500000 Penalty: 3366.359131
	Iteration 63Q: 3 clusters Score -4787384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -4787391.500000 Penalty: 3366.359131
	Iteration 64Q: 3 clusters Score -4787392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -4787387.000000 Penalty: 3366.359131
	Iteration 65Q: 3 clusters Score -4787387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -4787394.000000 Penalty: 3366.359131
	Iteration 66Q: 3 clusters Score -4787394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -4787392.500000 Penalty: 3366.359131
	Iteration 67Q: 3 clusters Score -4787392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -4787404.500000 Penalty: 3366.359131
	Iteration 68Q: 3 clusters Score -4787404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -4787408.000000 Penalty: 3366.359131
	Iteration 69Q: 3 clusters Score -4787408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -4787407.500000 Penalty: 3366.359131
	Iteration 70Q: 3 clusters Score -4787408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -4787402.000000 Penalty: 3366.359131
	Iteration 71Q: 3 clusters Score -4787402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -4787408.500000 Penalty: 3366.359131
	Iteration 72Q: 3 clusters Score -4787408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -4787408.500000 Penalty: 3366.359131
	Iteration 73Q: 3 clusters Score -4787408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -4787411.500000 Penalty: 3366.359131
	Iteration 74Q: 3 clusters Score -4787412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -4787405.000000 Penalty: 3366.359131
	Iteration 75Q: 3 clusters Score -4787405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -4787405.000000 Penalty: 3366.359131
	Iteration 76Q: 3 clusters Score -4787405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -4787400.000000 Penalty: 3366.359131
	Iteration 77Q: 3 clusters Score -4787400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -4787403.000000 Penalty: 3366.359131
	Iteration 78Q: 3 clusters Score -4787403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -4787414.000000 Penalty: 3366.359131
	Iteration 79Q: 3 clusters Score -4787414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -4787419.000000 Penalty: 3366.359131
	Iteration 80F: 3 clusters Score -4787419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -4787421.000000 Penalty: 3366.359131
	Iteration 81Q: 3 clusters Score -4787421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -4787432.000000 Penalty: 3366.359131
	Iteration 82Q: 3 clusters Score -4787432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -4787439.000000 Penalty: 3366.359131
	Iteration 83Q: 3 clusters Score -4787439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -4787441.000000 Penalty: 3366.359131
	Iteration 84Q: 3 clusters Score -4787441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -4787441.500000 Penalty: 3366.359131
	Iteration 85Q: 3 clusters Score -4787442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -4787447.000000 Penalty: 3366.359131
	Iteration 86Q: 3 clusters Score -4787447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -4787444.500000 Penalty: 3366.359131
	Iteration 87Q: 3 clusters Score -4787444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -4787448.000000 Penalty: 3366.359131
	Iteration 88Q: 3 clusters Score -4787448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -4787456.000000 Penalty: 3366.359131
	Iteration 89Q: 3 clusters Score -4787456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -4787457.500000 Penalty: 3366.359131
	Iteration 90Q: 3 clusters Score -4787458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -4787465.000000 Penalty: 3366.359131
	Iteration 91Q: 3 clusters Score -4787465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -4787460.500000 Penalty: 3366.359131
	Iteration 92Q: 3 clusters Score -4787460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -4787465.500000 Penalty: 3366.359131
	Iteration 93Q: 3 clusters Score -4787466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -4787464.000000 Penalty: 3366.359131
	Iteration 94Q: 3 clusters Score -4787464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -4787465.000000 Penalty: 3366.359131
	Iteration 95Q: 3 clusters Score -4787465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -4787460.500000 Penalty: 3366.359131
	Iteration 96Q: 3 clusters Score -4787460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -4787465.000000 Penalty: 3366.359131
	Iteration 97Q: 3 clusters Score -4787465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -4787469.500000 Penalty: 3366.359131
	Iteration 98Q: 3 clusters Score -4787470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -4787473.500000 Penalty: 3366.359131
	Iteration 99Q: 3 clusters Score -4787474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -4787466.000000 Penalty: 3366.359131
	Iteration 100F: 3 clusters Score -4787466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -4787461.500000 Penalty: 3366.359131
	Iteration 101Q: 3 clusters Score -4787462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -4787462.500000 Penalty: 3366.359131
	Iteration 102Q: 3 clusters Score -4787462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -4787478.500000 Penalty: 3366.359131
	Iteration 103Q: 3 clusters Score -4787478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -4787475.500000 Penalty: 3366.359131
	Iteration 104Q: 3 clusters Score -4787476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -4787471.000000 Penalty: 3366.359131
	Iteration 105Q: 3 clusters Score -4787471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -4787473.000000 Penalty: 3366.359131
	Iteration 106Q: 3 clusters Score -4787473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -4787470.500000 Penalty: 3366.359131
	Iteration 107Q: 3 clusters Score -4787470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -4787480.500000 Penalty: 3366.359131
	Iteration 108Q: 3 clusters Score -4787480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -4787480.500000 Penalty: 3366.359131
	Iteration 109Q: 3 clusters Score -4787480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -4787480.500000 Penalty: 3366.359131
	Iteration 110F: 3 clusters Score -4787480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Entering Unmasked Estep 
Score: -194733.281250 Penalty: 1197.355225
	Iteration 0F: 2 clusters Score -194733.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -192986.703125 Penalty: 2394.710449
	Iteration 0F: 3 clusters Score -192986.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -193384.093750 Penalty: 2394.710449
	Iteration 1F: 3 clusters Score -193384.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -193569.406250 Penalty: 2394.710449
	Iteration 2F: 3 clusters Score -193569.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -193703.953125 Penalty: 2394.710449
	Iteration 3F: 3 clusters Score -193704 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -193794.359375 Penalty: 2394.710449
	Iteration 4F: 3 clusters Score -193794.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -193857.078125 Penalty: 2394.710449
	Iteration 5Q: 3 clusters Score -193857.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -193901.578125 Penalty: 2394.710449
	Iteration 6Q: 3 clusters Score -193901.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -193935.328125 Penalty: 2394.710449
	Iteration 7Q: 3 clusters Score -193935.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -193965.500000 Penalty: 2394.710449
	Iteration 8Q: 3 clusters Score -193965.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -193985.109375 Penalty: 2394.710449
	Iteration 9Q: 3 clusters Score -193985.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -193997.062500 Penalty: 2394.710449
	Iteration 10Q: 3 clusters Score -193997.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -194009.015625 Penalty: 2394.710449
	Iteration 11Q: 3 clusters Score -194009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -194016.125000 Penalty: 2394.710449
	Iteration 12Q: 3 clusters Score -194016.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -194018.234375 Penalty: 2394.710449
	Iteration 13Q: 3 clusters Score -194018.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -194022.390625 Penalty: 2394.710449
	Iteration 14Q: 3 clusters Score -194022.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -194025.328125 Penalty: 2394.710449
	Iteration 15Q: 3 clusters Score -194025.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -194026.656250 Penalty: 2394.710449
	Iteration 16Q: 3 clusters Score -194026.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -194026.640625 Penalty: 2394.710449
	Iteration 17Q: 3 clusters Score -194026.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -194026.640625 Penalty: 2394.710449
	Iteration 18F: 3 clusters Score -194026.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -19252.791016 Penalty: 849.183838
	Iteration 0F: 2 clusters Score -19252.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18640.535156 Penalty: 1698.367676
	Iteration 0F: 3 clusters Score -18640.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18775.421875 Penalty: 1698.367676
	Iteration 1F: 3 clusters Score -18775.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18812.751953 Penalty: 1698.367676
	Iteration 2F: 3 clusters Score -18812.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -18825.513672 Penalty: 1698.367676
	Iteration 3Q: 3 clusters Score -18825.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -18830.085938 Penalty: 1698.367676
	Iteration 4Q: 3 clusters Score -18830.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -18830.085938 Penalty: 1698.367676
	Iteration 5F: 3 clusters Score -18830.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Entering Unmasked Estep 
Score: -469597.281250 Penalty: 1327.609253
	Iteration 0F: 2 clusters Score -469597.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -466560.625000 Penalty: 2655.218506
	Iteration 0F: 3 clusters Score -466560.6 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -467325.906250 Penalty: 2655.218506
	Iteration 1F: 3 clusters Score -467325.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -467533.250000 Penalty: 2655.218506
	Iteration 2F: 3 clusters Score -467533.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -467729.531250 Penalty: 2655.218506
	Iteration 3F: 3 clusters Score -467729.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -467931.031250 Penalty: 2655.218506
	Iteration 4F: 3 clusters Score -467931 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -468167.718750 Penalty: 2655.218506
	Iteration 5F: 3 clusters Score -468167.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -468390.843750 Penalty: 2655.218506
	Iteration 6F: 3 clusters Score -468390.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -468532.406250 Penalty: 2655.218506
	Iteration 7Q: 3 clusters Score -468532.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -468623.343750 Penalty: 2655.218506
	Iteration 8Q: 3 clusters Score -468623.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -468685.781250 Penalty: 2655.218506
	Iteration 9Q: 3 clusters Score -468685.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -468732.406250 Penalty: 2655.218506
	Iteration 10Q: 3 clusters Score -468732.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -468766.093750 Penalty: 2655.218506
	Iteration 11Q: 3 clusters Score -468766.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -468789.781250 Penalty: 2655.218506
	Iteration 12Q: 3 clusters Score -468789.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -468809.375000 Penalty: 2655.218506
	Iteration 13Q: 3 clusters Score -468809.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -468821.375000 Penalty: 2655.218506
	Iteration 14Q: 3 clusters Score -468821.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -468830.062500 Penalty: 2655.218506
	Iteration 15Q: 3 clusters Score -468830.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -468839.593750 Penalty: 2655.218506
	Iteration 16Q: 3 clusters Score -468839.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -468845.937500 Penalty: 2655.218506
	Iteration 17Q: 3 clusters Score -468845.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -468851.375000 Penalty: 2655.218506
	Iteration 18Q: 3 clusters Score -468851.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -468855.312500 Penalty: 2655.218506
	Iteration 19Q: 3 clusters Score -468855.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -468858.937500 Penalty: 2655.218506
	Iteration 20F: 3 clusters Score -468858.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -468863.718750 Penalty: 2655.218506
	Iteration 21Q: 3 clusters Score -468863.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -468864.406250 Penalty: 2655.218506
	Iteration 22Q: 3 clusters Score -468864.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -468864.406250 Penalty: 2655.218506
	Iteration 23F: 3 clusters Score -468864.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Entering Unmasked Estep 
Score: -524118.593750 Penalty: 1336.687744
	Iteration 0F: 2 clusters Score -524118.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -520988.531250 Penalty: 2673.375488
	Iteration 0F: 3 clusters Score -520988.5 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -521951.031250 Penalty: 2673.375488
	Iteration 1F: 3 clusters Score -521951 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -522275.375000 Penalty: 2673.375488
	Iteration 2F: 3 clusters Score -522275.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -522502.312500 Penalty: 2673.375488
	Iteration 3F: 3 clusters Score -522502.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -522647.562500 Penalty: 2673.375488
	Iteration 4F: 3 clusters Score -522647.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -522749.437500 Penalty: 2673.375488
	Iteration 5Q: 3 clusters Score -522749.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -522825.562500 Penalty: 2673.375488
	Iteration 6Q: 3 clusters Score -522825.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -522890.718750 Penalty: 2673.375488
	Iteration 7Q: 3 clusters Score -522890.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -522935.687500 Penalty: 2673.375488
	Iteration 8Q: 3 clusters Score -522935.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -522966.500000 Penalty: 2673.375488
	Iteration 9Q: 3 clusters Score -522966.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -522999.562500 Penalty: 2673.375488
	Iteration 10Q: 3 clusters Score -522999.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -523029.250000 Penalty: 2673.375488
	Iteration 11Q: 3 clusters Score -523029.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -523051.468750 Penalty: 2673.375488
	Iteration 12Q: 3 clusters Score -523051.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -523066.375000 Penalty: 2673.375488
	Iteration 13Q: 3 clusters Score -523066.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -523082.968750 Penalty: 2673.375488
	Iteration 14Q: 3 clusters Score -523083 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -523095.093750 Penalty: 2673.375488
	Iteration 15Q: 3 clusters Score -523095.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -523109.906250 Penalty: 2673.375488
	Iteration 16Q: 3 clusters Score -523109.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -523126.593750 Penalty: 2673.375488
	Iteration 17Q: 3 clusters Score -523126.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -523140.687500 Penalty: 2673.375488
	Iteration 18Q: 3 clusters Score -523140.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -523151.250000 Penalty: 2673.375488
	Iteration 19Q: 3 clusters Score -523151.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -523157.343750 Penalty: 2673.375488
	Iteration 20F: 3 clusters Score -523157.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -523161.531250 Penalty: 2673.375488
	Iteration 21Q: 3 clusters Score -523161.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -523166.375000 Penalty: 2673.375488
	Iteration 22Q: 3 clusters Score -523166.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -523170.937500 Penalty: 2673.375488
	Iteration 23Q: 3 clusters Score -523170.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -523173.406250 Penalty: 2673.375488
	Iteration 24Q: 3 clusters Score -523173.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -523176.625000 Penalty: 2673.375488
	Iteration 25Q: 3 clusters Score -523176.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -523183.406250 Penalty: 2673.375488
	Iteration 26Q: 3 clusters Score -523183.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -523190.156250 Penalty: 2673.375488
	Iteration 27Q: 3 clusters Score -523190.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -523200.406250 Penalty: 2673.375488
	Iteration 28Q: 3 clusters Score -523200.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -523218.531250 Penalty: 2673.375488
	Iteration 29Q: 3 clusters Score -523218.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -523228.812500 Penalty: 2673.375488
	Iteration 30Q: 3 clusters Score -523228.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -523235.593750 Penalty: 2673.375488
	Iteration 31Q: 3 clusters Score -523235.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -523245.281250 Penalty: 2673.375488
	Iteration 32Q: 3 clusters Score -523245.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -523252.781250 Penalty: 2673.375488
	Iteration 33Q: 3 clusters Score -523252.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -523261.875000 Penalty: 2673.375488
	Iteration 34Q: 3 clusters Score -523261.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -523270.000000 Penalty: 2673.375488
	Iteration 35Q: 3 clusters Score -523270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -523276.500000 Penalty: 2673.375488
	Iteration 36Q: 3 clusters Score -523276.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -523280.343750 Penalty: 2673.375488
	Iteration 37Q: 3 clusters Score -523280.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -523283.875000 Penalty: 2673.375488
	Iteration 38Q: 3 clusters Score -523283.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -523285.406250 Penalty: 2673.375488
	Iteration 39Q: 3 clusters Score -523285.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -523287.812500 Penalty: 2673.375488
	Iteration 40F: 3 clusters Score -523287.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -523289.093750 Penalty: 2673.375488
	Iteration 41Q: 3 clusters Score -523289.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -523292.187500 Penalty: 2673.375488
	Iteration 42Q: 3 clusters Score -523292.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -523294.000000 Penalty: 2673.375488
	Iteration 43Q: 3 clusters Score -523294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -523297.312500 Penalty: 2673.375488
	Iteration 44Q: 3 clusters Score -523297.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -523299.281250 Penalty: 2673.375488
	Iteration 45Q: 3 clusters Score -523299.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -523302.437500 Penalty: 2673.375488
	Iteration 46Q: 3 clusters Score -523302.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -523304.593750 Penalty: 2673.375488
	Iteration 47Q: 3 clusters Score -523304.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -523305.968750 Penalty: 2673.375488
	Iteration 48Q: 3 clusters Score -523306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -523306.500000 Penalty: 2673.375488
	Iteration 49Q: 3 clusters Score -523306.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -523306.593750 Penalty: 2673.375488
	Iteration 50Q: 3 clusters Score -523306.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -523307.250000 Penalty: 2673.375488
	Iteration 51Q: 3 clusters Score -523307.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -523307.812500 Penalty: 2673.375488
	Iteration 52Q: 3 clusters Score -523307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -523309.062500 Penalty: 2673.375488
	Iteration 53Q: 3 clusters Score -523309.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -523310.125000 Penalty: 2673.375488
	Iteration 54Q: 3 clusters Score -523310.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -523309.937500 Penalty: 2673.375488
	Iteration 55Q: 3 clusters Score -523309.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -523309.968750 Penalty: 2673.375488
	Iteration 56Q: 3 clusters Score -523310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -523310.625000 Penalty: 2673.375488
	Iteration 57Q: 3 clusters Score -523310.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -523311.437500 Penalty: 2673.375488
	Iteration 58Q: 3 clusters Score -523311.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -523313.062500 Penalty: 2673.375488
	Iteration 59Q: 3 clusters Score -523313.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -523312.937500 Penalty: 2673.375488
	Iteration 60F: 3 clusters Score -523312.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (22100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Entering Unmasked Estep 
Score: -3390706.750000 Penalty: 1625.541626
	Iteration 0F: 2 clusters Score -3390707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -3376858.250000 Penalty: 3251.083252
	Iteration 0F: 3 clusters Score -3376858 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -3382301.000000 Penalty: 3251.083252
	Iteration 1F: 3 clusters Score -3382301 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -3382659.000000 Penalty: 3251.083252
	Iteration 2Q: 3 clusters Score -3382659 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -3382971.750000 Penalty: 3251.083252
	Iteration 3Q: 3 clusters Score -3382972 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -3383257.000000 Penalty: 3251.083252
	Iteration 4Q: 3 clusters Score -3383257 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3383557.250000 Penalty: 3251.083252
	Iteration 5Q: 3 clusters Score -3383557 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -3383826.250000 Penalty: 3251.083252
	Iteration 6Q: 3 clusters Score -3383826 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -3384144.500000 Penalty: 3251.083252
	Iteration 7Q: 3 clusters Score -3384144 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3384551.000000 Penalty: 3251.083252
	Iteration 8Q: 3 clusters Score -3384551 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3384992.500000 Penalty: 3251.083252
	Iteration 9Q: 3 clusters Score -3384992 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3385564.250000 Penalty: 3251.083252
	Iteration 10Q: 3 clusters Score -3385564 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -3386161.000000 Penalty: 3251.083252
	Iteration 11Q: 3 clusters Score -3386161 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -3386803.500000 Penalty: 3251.083252
	Iteration 12Q: 3 clusters Score -3386804 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3387386.500000 Penalty: 3251.083252
	Iteration 13Q: 3 clusters Score -3387386 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3387896.250000 Penalty: 3251.083252
	Iteration 14Q: 3 clusters Score -3387896 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -3388282.000000 Penalty: 3251.083252
	Iteration 15Q: 3 clusters Score -3388282 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -3388540.250000 Penalty: 3251.083252
	Iteration 16Q: 3 clusters Score -3388540 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3388728.750000 Penalty: 3251.083252
	Iteration 17Q: 3 clusters Score -3388729 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -3388852.000000 Penalty: 3251.083252
	Iteration 18Q: 3 clusters Score -3388852 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -3388955.500000 Penalty: 3251.083252
	Iteration 19Q: 3 clusters Score -3388956 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3389012.750000 Penalty: 3251.083252
	Iteration 20F: 3 clusters Score -3389013 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3389050.000000 Penalty: 3251.083252
	Iteration 21Q: 3 clusters Score -3389050 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -3389095.000000 Penalty: 3251.083252
	Iteration 22Q: 3 clusters Score -3389095 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3389135.250000 Penalty: 3251.083252
	Iteration 23Q: 3 clusters Score -3389135 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3389166.750000 Penalty: 3251.083252
	Iteration 24Q: 3 clusters Score -3389167 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -3389184.000000 Penalty: 3251.083252
	Iteration 25Q: 3 clusters Score -3389184 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -3389208.500000 Penalty: 3251.083252
	Iteration 26Q: 3 clusters Score -3389208 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3389235.250000 Penalty: 3251.083252
	Iteration 27Q: 3 clusters Score -3389235 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3389258.000000 Penalty: 3251.083252
	Iteration 28Q: 3 clusters Score -3389258 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3389285.500000 Penalty: 3251.083252
	Iteration 29Q: 3 clusters Score -3389286 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -3389297.250000 Penalty: 3251.083252
	Iteration 30Q: 3 clusters Score -3389297 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -3389311.000000 Penalty: 3251.083252
	Iteration 31Q: 3 clusters Score -3389311 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3389321.500000 Penalty: 3251.083252
	Iteration 32Q: 3 clusters Score -3389322 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3389324.000000 Penalty: 3251.083252
	Iteration 33Q: 3 clusters Score -3389324 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -3389319.500000 Penalty: 3251.083252
	Iteration 34Q: 3 clusters Score -3389320 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -3389342.000000 Penalty: 3251.083252
	Iteration 35Q: 3 clusters Score -3389342 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -3389342.750000 Penalty: 3251.083252
	Iteration 36Q: 3 clusters Score -3389343 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3389341.000000 Penalty: 3251.083252
	Iteration 37Q: 3 clusters Score -3389341 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -3389334.000000 Penalty: 3251.083252
	Iteration 38Q: 3 clusters Score -3389334 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -3389343.000000 Penalty: 3251.083252
	Iteration 39Q: 3 clusters Score -3389343 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3389322.000000 Penalty: 3251.083252
	Iteration 40F: 3 clusters Score -3389322 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3389319.000000 Penalty: 3251.083252
	Iteration 41Q: 3 clusters Score -3389319 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -3389316.250000 Penalty: 3251.083252
	Iteration 42Q: 3 clusters Score -3389316 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3389309.500000 Penalty: 3251.083252
	Iteration 43Q: 3 clusters Score -3389310 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3389294.750000 Penalty: 3251.083252
	Iteration 44Q: 3 clusters Score -3389295 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -3389273.750000 Penalty: 3251.083252
	Iteration 45Q: 3 clusters Score -3389274 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3389273.500000 Penalty: 3251.083252
	Iteration 46Q: 3 clusters Score -3389274 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3389277.250000 Penalty: 3251.083252
	Iteration 47Q: 3 clusters Score -3389277 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -3389281.250000 Penalty: 3251.083252
	Iteration 48Q: 3 clusters Score -3389281 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -3389269.500000 Penalty: 3251.083252
	Iteration 49Q: 3 clusters Score -3389270 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -3389267.250000 Penalty: 3251.083252
	Iteration 50Q: 3 clusters Score -3389267 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3389271.250000 Penalty: 3251.083252
	Iteration 51Q: 3 clusters Score -3389271 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -3389279.500000 Penalty: 3251.083252
	Iteration 52Q: 3 clusters Score -3389280 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3389265.250000 Penalty: 3251.083252
	Iteration 53Q: 3 clusters Score -3389265 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -3389265.000000 Penalty: 3251.083252
	Iteration 54Q: 3 clusters Score -3389265 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -3389274.500000 Penalty: 3251.083252
	Iteration 55Q: 3 clusters Score -3389274 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -3389269.500000 Penalty: 3251.083252
	Iteration 56Q: 3 clusters Score -3389270 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -3389266.750000 Penalty: 3251.083252
	Iteration 57Q: 3 clusters Score -3389267 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -3389261.500000 Penalty: 3251.083252
	Iteration 58Q: 3 clusters Score -3389262 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -3389267.500000 Penalty: 3251.083252
	Iteration 59Q: 3 clusters Score -3389268 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -3389267.000000 Penalty: 3251.083252
	Iteration 60F: 3 clusters Score -3389267 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -3389279.500000 Penalty: 3251.083252
	Iteration 61Q: 3 clusters Score -3389280 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -3389286.750000 Penalty: 3251.083252
	Iteration 62Q: 3 clusters Score -3389287 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -3389298.250000 Penalty: 3251.083252
	Iteration 63Q: 3 clusters Score -3389298 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -3389302.500000 Penalty: 3251.083252
	Iteration 64Q: 3 clusters Score -3389302 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -3389301.000000 Penalty: 3251.083252
	Iteration 65Q: 3 clusters Score -3389301 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -3389317.750000 Penalty: 3251.083252
	Iteration 66Q: 3 clusters Score -3389318 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -3389339.500000 Penalty: 3251.083252
	Iteration 67Q: 3 clusters Score -3389340 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3389379.750000 Penalty: 3251.083252
	Iteration 68Q: 3 clusters Score -3389380 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -3389390.000000 Penalty: 3251.083252
	Iteration 69Q: 3 clusters Score -3389390 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -3389438.750000 Penalty: 3251.083252
	Iteration 70Q: 3 clusters Score -3389439 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -3389462.000000 Penalty: 3251.083252
	Iteration 71Q: 3 clusters Score -3389462 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -3389490.250000 Penalty: 3251.083252
	Iteration 72Q: 3 clusters Score -3389490 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -3389498.250000 Penalty: 3251.083252
	Iteration 73Q: 3 clusters Score -3389498 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3389514.250000 Penalty: 3251.083252
	Iteration 74Q: 3 clusters Score -3389514 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -3389537.000000 Penalty: 3251.083252
	Iteration 75Q: 3 clusters Score -3389537 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -3389546.500000 Penalty: 3251.083252
	Iteration 76Q: 3 clusters Score -3389546 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -3389547.750000 Penalty: 3251.083252
	Iteration 77Q: 3 clusters Score -3389548 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3389557.000000 Penalty: 3251.083252
	Iteration 78Q: 3 clusters Score -3389557 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -3389556.000000 Penalty: 3251.083252
	Iteration 79Q: 3 clusters Score -3389556 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -3389555.500000 Penalty: 3251.083252
	Iteration 80F: 3 clusters Score -3389556 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -3389563.000000 Penalty: 3251.083252
	Iteration 81Q: 3 clusters Score -3389563 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3389572.500000 Penalty: 3251.083252
	Iteration 82Q: 3 clusters Score -3389572 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -3389571.000000 Penalty: 3251.083252
	Iteration 83Q: 3 clusters Score -3389571 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -3389574.000000 Penalty: 3251.083252
	Iteration 84Q: 3 clusters Score -3389574 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -3389584.250000 Penalty: 3251.083252
	Iteration 85Q: 3 clusters Score -3389584 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -3389589.750000 Penalty: 3251.083252
	Iteration 86Q: 3 clusters Score -3389590 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -3389575.500000 Penalty: 3251.083252
	Iteration 87Q: 3 clusters Score -3389576 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3389586.750000 Penalty: 3251.083252
	Iteration 88Q: 3 clusters Score -3389587 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -3389591.000000 Penalty: 3251.083252
	Iteration 89Q: 3 clusters Score -3389591 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3389580.500000 Penalty: 3251.083252
	Iteration 90Q: 3 clusters Score -3389580 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -3389567.000000 Penalty: 3251.083252
	Iteration 91Q: 3 clusters Score -3389567 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3389567.250000 Penalty: 3251.083252
	Iteration 92Q: 3 clusters Score -3389567 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -3389574.000000 Penalty: 3251.083252
	Iteration 93Q: 3 clusters Score -3389574 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3389567.750000 Penalty: 3251.083252
	Iteration 94Q: 3 clusters Score -3389568 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3389558.750000 Penalty: 3251.083252
	Iteration 95Q: 3 clusters Score -3389559 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3389549.000000 Penalty: 3251.083252
	Iteration 96Q: 3 clusters Score -3389549 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -3389543.750000 Penalty: 3251.083252
	Iteration 97Q: 3 clusters Score -3389544 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3389545.000000 Penalty: 3251.083252
	Iteration 98Q: 3 clusters Score -3389545 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3389540.750000 Penalty: 3251.083252
	Iteration 99Q: 3 clusters Score -3389541 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3389535.250000 Penalty: 3251.083252
	Iteration 100F: 3 clusters Score -3389535 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3389532.750000 Penalty: 3251.083252
	Iteration 101Q: 3 clusters Score -3389533 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3389533.750000 Penalty: 3251.083252
	Iteration 102Q: 3 clusters Score -3389534 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3389544.500000 Penalty: 3251.083252
	Iteration 103Q: 3 clusters Score -3389544 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -3389547.250000 Penalty: 3251.083252
	Iteration 104Q: 3 clusters Score -3389547 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3389547.500000 Penalty: 3251.083252
	Iteration 105Q: 3 clusters Score -3389548 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3389543.250000 Penalty: 3251.083252
	Iteration 106Q: 3 clusters Score -3389543 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3389534.000000 Penalty: 3251.083252
	Iteration 107Q: 3 clusters Score -3389534 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3389553.500000 Penalty: 3251.083252
	Iteration 108Q: 3 clusters Score -3389554 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3389537.750000 Penalty: 3251.083252
	Iteration 109Q: 3 clusters Score -3389538 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3389535.000000 Penalty: 3251.083252
	Iteration 110Q: 3 clusters Score -3389535 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3389538.500000 Penalty: 3251.083252
	Iteration 111Q: 3 clusters Score -3389538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3389539.750000 Penalty: 3251.083252
	Iteration 112Q: 3 clusters Score -3389540 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3389535.500000 Penalty: 3251.083252
	Iteration 113Q: 3 clusters Score -3389536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3389523.500000 Penalty: 3251.083252
	Iteration 114Q: 3 clusters Score -3389524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3389523.500000 Penalty: 3251.083252
	Iteration 115Q: 3 clusters Score -3389524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3389521.500000 Penalty: 3251.083252
	Iteration 116Q: 3 clusters Score -3389522 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3389517.750000 Penalty: 3251.083252
	Iteration 117Q: 3 clusters Score -3389518 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3389510.750000 Penalty: 3251.083252
	Iteration 118Q: 3 clusters Score -3389511 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3389510.000000 Penalty: 3251.083252
	Iteration 119Q: 3 clusters Score -3389510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3389516.250000 Penalty: 3251.083252
	Iteration 120F: 3 clusters Score -3389516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3389513.000000 Penalty: 3251.083252
	Iteration 121Q: 3 clusters Score -3389513 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3389517.500000 Penalty: 3251.083252
	Iteration 122Q: 3 clusters Score -3389518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3389524.000000 Penalty: 3251.083252
	Iteration 123Q: 3 clusters Score -3389524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3389519.750000 Penalty: 3251.083252
	Iteration 124Q: 3 clusters Score -3389520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3389520.250000 Penalty: 3251.083252
	Iteration 125Q: 3 clusters Score -3389520 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3389519.000000 Penalty: 3251.083252
	Iteration 126Q: 3 clusters Score -3389519 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3389520.000000 Penalty: 3251.083252
	Iteration 127Q: 3 clusters Score -3389520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3389521.000000 Penalty: 3251.083252
	Iteration 128Q: 3 clusters Score -3389521 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3389519.750000 Penalty: 3251.083252
	Iteration 129Q: 3 clusters Score -3389520 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3389531.250000 Penalty: 3251.083252
	Iteration 130Q: 3 clusters Score -3389531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3389548.250000 Penalty: 3251.083252
	Iteration 131Q: 3 clusters Score -3389548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3389553.500000 Penalty: 3251.083252
	Iteration 132Q: 3 clusters Score -3389554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3389550.750000 Penalty: 3251.083252
	Iteration 133Q: 3 clusters Score -3389551 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3389550.000000 Penalty: 3251.083252
	Iteration 134Q: 3 clusters Score -3389550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3389557.750000 Penalty: 3251.083252
	Iteration 135Q: 3 clusters Score -3389558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3389557.250000 Penalty: 3251.083252
	Iteration 136Q: 3 clusters Score -3389557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3389558.500000 Penalty: 3251.083252
	Iteration 137Q: 3 clusters Score -3389558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3389558.000000 Penalty: 3251.083252
	Iteration 138Q: 3 clusters Score -3389558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3389556.500000 Penalty: 3251.083252
	Iteration 139Q: 3 clusters Score -3389556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3389560.000000 Penalty: 3251.083252
	Iteration 140F: 3 clusters Score -3389560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3389561.000000 Penalty: 3251.083252
	Iteration 141Q: 3 clusters Score -3389561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3389562.250000 Penalty: 3251.083252
	Iteration 142Q: 3 clusters Score -3389562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3389560.250000 Penalty: 3251.083252
	Iteration 143Q: 3 clusters Score -3389560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3389554.250000 Penalty: 3251.083252
	Iteration 144Q: 3 clusters Score -3389554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3389554.500000 Penalty: 3251.083252
	Iteration 145Q: 3 clusters Score -3389554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3389554.750000 Penalty: 3251.083252
	Iteration 146Q: 3 clusters Score -3389555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3389556.000000 Penalty: 3251.083252
	Iteration 147Q: 3 clusters Score -3389556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3389559.750000 Penalty: 3251.083252
	Iteration 148Q: 3 clusters Score -3389560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3389559.250000 Penalty: 3251.083252
	Iteration 149Q: 3 clusters Score -3389559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3389559.500000 Penalty: 3251.083252
	Iteration 150Q: 3 clusters Score -3389560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3389553.250000 Penalty: 3251.083252
	Iteration 151Q: 3 clusters Score -3389553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3389557.750000 Penalty: 3251.083252
	Iteration 152Q: 3 clusters Score -3389558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3389558.750000 Penalty: 3251.083252
	Iteration 153Q: 3 clusters Score -3389559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3389559.250000 Penalty: 3251.083252
	Iteration 154Q: 3 clusters Score -3389559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3389555.500000 Penalty: 3251.083252
	Iteration 155Q: 3 clusters Score -3389556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3389555.750000 Penalty: 3251.083252
	Iteration 156Q: 3 clusters Score -3389556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3389560.750000 Penalty: 3251.083252
	Iteration 157Q: 3 clusters Score -3389561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3389562.250000 Penalty: 3251.083252
	Iteration 158Q: 3 clusters Score -3389562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3389561.000000 Penalty: 3251.083252
	Iteration 159Q: 3 clusters Score -3389561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3389560.000000 Penalty: 3251.083252
	Iteration 160F: 3 clusters Score -3389560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3389556.750000 Penalty: 3251.083252
	Iteration 161Q: 3 clusters Score -3389557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3389554.500000 Penalty: 3251.083252
	Iteration 162Q: 3 clusters Score -3389554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3389552.250000 Penalty: 3251.083252
	Iteration 163Q: 3 clusters Score -3389552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3389554.250000 Penalty: 3251.083252
	Iteration 164Q: 3 clusters Score -3389554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3389557.000000 Penalty: 3251.083252
	Iteration 165Q: 3 clusters Score -3389557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3389553.750000 Penalty: 3251.083252
	Iteration 166Q: 3 clusters Score -3389554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3389553.250000 Penalty: 3251.083252
	Iteration 167Q: 3 clusters Score -3389553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3389556.250000 Penalty: 3251.083252
	Iteration 168Q: 3 clusters Score -3389556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3389559.250000 Penalty: 3251.083252
	Iteration 169Q: 3 clusters Score -3389559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3389560.750000 Penalty: 3251.083252
	Iteration 170Q: 3 clusters Score -3389561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3389563.000000 Penalty: 3251.083252
	Iteration 171Q: 3 clusters Score -3389563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3389564.000000 Penalty: 3251.083252
	Iteration 172Q: 3 clusters Score -3389564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3389562.250000 Penalty: 3251.083252
	Iteration 173Q: 3 clusters Score -3389562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3389570.000000 Penalty: 3251.083252
	Iteration 174Q: 3 clusters Score -3389570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3389561.500000 Penalty: 3251.083252
	Iteration 175Q: 3 clusters Score -3389562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3389564.750000 Penalty: 3251.083252
	Iteration 176Q: 3 clusters Score -3389565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3389560.500000 Penalty: 3251.083252
	Iteration 177Q: 3 clusters Score -3389560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3389560.500000 Penalty: 3251.083252
	Iteration 178Q: 3 clusters Score -3389560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3389557.750000 Penalty: 3251.083252
	Iteration 179Q: 3 clusters Score -3389558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3389555.500000 Penalty: 3251.083252
	Iteration 180F: 3 clusters Score -3389556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3389554.750000 Penalty: 3251.083252
	Iteration 181Q: 3 clusters Score -3389555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3389557.500000 Penalty: 3251.083252
	Iteration 182Q: 3 clusters Score -3389558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3389558.000000 Penalty: 3251.083252
	Iteration 183Q: 3 clusters Score -3389558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3389560.750000 Penalty: 3251.083252
	Iteration 184Q: 3 clusters Score -3389561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3389561.750000 Penalty: 3251.083252
	Iteration 185Q: 3 clusters Score -3389562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3389564.000000 Penalty: 3251.083252
	Iteration 186Q: 3 clusters Score -3389564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3389565.000000 Penalty: 3251.083252
	Iteration 187Q: 3 clusters Score -3389565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3389561.750000 Penalty: 3251.083252
	Iteration 188Q: 3 clusters Score -3389562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3389562.750000 Penalty: 3251.083252
	Iteration 189Q: 3 clusters Score -3389563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3389568.250000 Penalty: 3251.083252
	Iteration 190Q: 3 clusters Score -3389568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3389566.250000 Penalty: 3251.083252
	Iteration 191Q: 3 clusters Score -3389566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3389558.750000 Penalty: 3251.083252
	Iteration 192Q: 3 clusters Score -3389559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3389556.000000 Penalty: 3251.083252
	Iteration 193Q: 3 clusters Score -3389556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3389556.750000 Penalty: 3251.083252
	Iteration 194Q: 3 clusters Score -3389557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3389557.000000 Penalty: 3251.083252
	Iteration 195Q: 3 clusters Score -3389557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3389557.000000 Penalty: 3251.083252
	Iteration 196F: 3 clusters Score -3389557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (15266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Entering Unmasked Estep 
Score: -2257950.000000 Penalty: 1565.424805
	Iteration 0F: 2 clusters Score -2257950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2247604.750000 Penalty: 3130.849609
	Iteration 0F: 3 clusters Score -2247605 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2251245.750000 Penalty: 3130.849609
	Iteration 1F: 3 clusters Score -2251246 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2251583.250000 Penalty: 3130.849609
	Iteration 2F: 3 clusters Score -2251583 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2251875.500000 Penalty: 3130.849609
	Iteration 3F: 3 clusters Score -2251876 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2252173.250000 Penalty: 3130.849609
	Iteration 4Q: 3 clusters Score -2252173 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2252483.500000 Penalty: 3130.849609
	Iteration 5Q: 3 clusters Score -2252484 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2252850.250000 Penalty: 3130.849609
	Iteration 6Q: 3 clusters Score -2252850 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2253264.000000 Penalty: 3130.849609
	Iteration 7Q: 3 clusters Score -2253264 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2253744.250000 Penalty: 3130.849609
	Iteration 8Q: 3 clusters Score -2253744 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2254185.250000 Penalty: 3130.849609
	Iteration 9Q: 3 clusters Score -2254185 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2254622.250000 Penalty: 3130.849609
	Iteration 10Q: 3 clusters Score -2254622 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2254981.250000 Penalty: 3130.849609
	Iteration 11Q: 3 clusters Score -2254981 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2255248.750000 Penalty: 3130.849609
	Iteration 12Q: 3 clusters Score -2255249 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2255439.000000 Penalty: 3130.849609
	Iteration 13Q: 3 clusters Score -2255439 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2255605.500000 Penalty: 3130.849609
	Iteration 14Q: 3 clusters Score -2255606 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2255725.500000 Penalty: 3130.849609
	Iteration 15Q: 3 clusters Score -2255726 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2255821.750000 Penalty: 3130.849609
	Iteration 16Q: 3 clusters Score -2255822 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2255920.500000 Penalty: 3130.849609
	Iteration 17Q: 3 clusters Score -2255920 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2256011.750000 Penalty: 3130.849609
	Iteration 18Q: 3 clusters Score -2256012 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2256103.750000 Penalty: 3130.849609
	Iteration 19Q: 3 clusters Score -2256104 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2256156.000000 Penalty: 3130.849609
	Iteration 20F: 3 clusters Score -2256156 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2256209.250000 Penalty: 3130.849609
	Iteration 21Q: 3 clusters Score -2256209 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2256264.500000 Penalty: 3130.849609
	Iteration 22Q: 3 clusters Score -2256264 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2256305.750000 Penalty: 3130.849609
	Iteration 23Q: 3 clusters Score -2256306 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2256331.250000 Penalty: 3130.849609
	Iteration 24Q: 3 clusters Score -2256331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2256346.250000 Penalty: 3130.849609
	Iteration 25Q: 3 clusters Score -2256346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2256363.750000 Penalty: 3130.849609
	Iteration 26Q: 3 clusters Score -2256364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2256380.000000 Penalty: 3130.849609
	Iteration 27Q: 3 clusters Score -2256380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2256395.250000 Penalty: 3130.849609
	Iteration 28Q: 3 clusters Score -2256395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2256404.250000 Penalty: 3130.849609
	Iteration 29Q: 3 clusters Score -2256404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2256415.000000 Penalty: 3130.849609
	Iteration 30Q: 3 clusters Score -2256415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2256428.000000 Penalty: 3130.849609
	Iteration 31Q: 3 clusters Score -2256428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2256441.250000 Penalty: 3130.849609
	Iteration 32Q: 3 clusters Score -2256441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2256450.750000 Penalty: 3130.849609
	Iteration 33Q: 3 clusters Score -2256451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2256459.000000 Penalty: 3130.849609
	Iteration 34Q: 3 clusters Score -2256459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2256473.000000 Penalty: 3130.849609
	Iteration 35Q: 3 clusters Score -2256473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2256479.750000 Penalty: 3130.849609
	Iteration 36Q: 3 clusters Score -2256480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2256483.750000 Penalty: 3130.849609
	Iteration 37Q: 3 clusters Score -2256484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2256492.000000 Penalty: 3130.849609
	Iteration 38Q: 3 clusters Score -2256492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2256504.750000 Penalty: 3130.849609
	Iteration 39Q: 3 clusters Score -2256505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2256516.250000 Penalty: 3130.849609
	Iteration 40F: 3 clusters Score -2256516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2256520.250000 Penalty: 3130.849609
	Iteration 41Q: 3 clusters Score -2256520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2256517.750000 Penalty: 3130.849609
	Iteration 42Q: 3 clusters Score -2256518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2256520.250000 Penalty: 3130.849609
	Iteration 43Q: 3 clusters Score -2256520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2256525.500000 Penalty: 3130.849609
	Iteration 44Q: 3 clusters Score -2256526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2256527.000000 Penalty: 3130.849609
	Iteration 45Q: 3 clusters Score -2256527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2256528.250000 Penalty: 3130.849609
	Iteration 46Q: 3 clusters Score -2256528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2256526.250000 Penalty: 3130.849609
	Iteration 47Q: 3 clusters Score -2256526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2256526.250000 Penalty: 3130.849609
	Iteration 48F: 3 clusters Score -2256526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Entering Unmasked Estep 
Score: -2024273.375000 Penalty: 1543.631592
	Iteration 0F: 2 clusters Score -2024273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2015107.750000 Penalty: 3087.263184
	Iteration 0F: 3 clusters Score -2015108 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2018284.250000 Penalty: 3087.263184
	Iteration 1F: 3 clusters Score -2018284 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2018653.500000 Penalty: 3087.263184
	Iteration 2F: 3 clusters Score -2018654 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2018997.125000 Penalty: 3087.263184
	Iteration 3F: 3 clusters Score -2018997 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2019364.750000 Penalty: 3087.263184
	Iteration 4F: 3 clusters Score -2019365 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2019789.750000 Penalty: 3087.263184
	Iteration 5F: 3 clusters Score -2019790 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2020287.500000 Penalty: 3087.263184
	Iteration 6F: 3 clusters Score -2020288 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2020820.625000 Penalty: 3087.263184
	Iteration 7F: 3 clusters Score -2020821 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2021287.250000 Penalty: 3087.263184
	Iteration 8F: 3 clusters Score -2021287 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2021667.625000 Penalty: 3087.263184
	Iteration 9Q: 3 clusters Score -2021668 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2021969.875000 Penalty: 3087.263184
	Iteration 10Q: 3 clusters Score -2021970 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2022213.250000 Penalty: 3087.263184
	Iteration 11Q: 3 clusters Score -2022213 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2022386.750000 Penalty: 3087.263184
	Iteration 12Q: 3 clusters Score -2022387 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2022528.750000 Penalty: 3087.263184
	Iteration 13Q: 3 clusters Score -2022529 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2022619.500000 Penalty: 3087.263184
	Iteration 14Q: 3 clusters Score -2022620 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2022681.625000 Penalty: 3087.263184
	Iteration 15Q: 3 clusters Score -2022682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2022722.125000 Penalty: 3087.263184
	Iteration 16Q: 3 clusters Score -2022722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2022757.250000 Penalty: 3087.263184
	Iteration 17Q: 3 clusters Score -2022757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2022778.875000 Penalty: 3087.263184
	Iteration 18Q: 3 clusters Score -2022779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2022803.000000 Penalty: 3087.263184
	Iteration 19Q: 3 clusters Score -2022803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2022818.125000 Penalty: 3087.263184
	Iteration 20F: 3 clusters Score -2022818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2022835.250000 Penalty: 3087.263184
	Iteration 21Q: 3 clusters Score -2022835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2022848.875000 Penalty: 3087.263184
	Iteration 22Q: 3 clusters Score -2022849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2022858.750000 Penalty: 3087.263184
	Iteration 23Q: 3 clusters Score -2022859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2022869.000000 Penalty: 3087.263184
	Iteration 24Q: 3 clusters Score -2022869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2022873.000000 Penalty: 3087.263184
	Iteration 25Q: 3 clusters Score -2022873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2022881.375000 Penalty: 3087.263184
	Iteration 26Q: 3 clusters Score -2022881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2022888.750000 Penalty: 3087.263184
	Iteration 27Q: 3 clusters Score -2022889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2022892.500000 Penalty: 3087.263184
	Iteration 28Q: 3 clusters Score -2022892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2022890.250000 Penalty: 3087.263184
	Iteration 29Q: 3 clusters Score -2022890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2022890.250000 Penalty: 3087.263184
	Iteration 30F: 3 clusters Score -2022890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Entering Unmasked Estep 
Score: -559561.312500 Penalty: 1334.012695
	Iteration 0F: 2 clusters Score -559561.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -556359.812500 Penalty: 2668.025391
	Iteration 0F: 3 clusters Score -556359.8 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -557158.187500 Penalty: 2668.025391
	Iteration 1F: 3 clusters Score -557158.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -557291.250000 Penalty: 2668.025391
	Iteration 2F: 3 clusters Score -557291.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -557377.875000 Penalty: 2668.025391
	Iteration 3Q: 3 clusters Score -557377.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -557432.375000 Penalty: 2668.025391
	Iteration 4Q: 3 clusters Score -557432.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -557476.812500 Penalty: 2668.025391
	Iteration 5Q: 3 clusters Score -557476.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -557503.062500 Penalty: 2668.025391
	Iteration 6Q: 3 clusters Score -557503.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -557524.125000 Penalty: 2668.025391
	Iteration 7Q: 3 clusters Score -557524.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -557540.062500 Penalty: 2668.025391
	Iteration 8Q: 3 clusters Score -557540.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -557554.500000 Penalty: 2668.025391
	Iteration 9Q: 3 clusters Score -557554.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -557563.750000 Penalty: 2668.025391
	Iteration 10Q: 3 clusters Score -557563.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -557572.937500 Penalty: 2668.025391
	Iteration 11Q: 3 clusters Score -557572.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -557578.625000 Penalty: 2668.025391
	Iteration 12Q: 3 clusters Score -557578.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -557585.375000 Penalty: 2668.025391
	Iteration 13Q: 3 clusters Score -557585.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -557594.250000 Penalty: 2668.025391
	Iteration 14Q: 3 clusters Score -557594.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -557597.250000 Penalty: 2668.025391
	Iteration 15Q: 3 clusters Score -557597.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -557604.687500 Penalty: 2668.025391
	Iteration 16Q: 3 clusters Score -557604.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -557615.812500 Penalty: 2668.025391
	Iteration 17Q: 3 clusters Score -557615.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -557627.125000 Penalty: 2668.025391
	Iteration 18Q: 3 clusters Score -557627.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -557638.437500 Penalty: 2668.025391
	Iteration 19Q: 3 clusters Score -557638.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -557647.500000 Penalty: 2668.025391
	Iteration 20F: 3 clusters Score -557647.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -557657.000000 Penalty: 2668.025391
	Iteration 21Q: 3 clusters Score -557657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -557665.750000 Penalty: 2668.025391
	Iteration 22Q: 3 clusters Score -557665.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -557676.625000 Penalty: 2668.025391
	Iteration 23Q: 3 clusters Score -557676.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -557686.375000 Penalty: 2668.025391
	Iteration 24Q: 3 clusters Score -557686.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -557696.437500 Penalty: 2668.025391
	Iteration 25Q: 3 clusters Score -557696.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -557708.687500 Penalty: 2668.025391
	Iteration 26Q: 3 clusters Score -557708.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -557723.875000 Penalty: 2668.025391
	Iteration 27Q: 3 clusters Score -557723.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -557751.687500 Penalty: 2668.025391
	Iteration 28Q: 3 clusters Score -557751.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -557775.750000 Penalty: 2668.025391
	Iteration 29Q: 3 clusters Score -557775.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -557809.687500 Penalty: 2668.025391
	Iteration 30Q: 3 clusters Score -557809.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -557848.562500 Penalty: 2668.025391
	Iteration 31Q: 3 clusters Score -557848.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -557887.625000 Penalty: 2668.025391
	Iteration 32Q: 3 clusters Score -557887.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -557928.437500 Penalty: 2668.025391
	Iteration 33Q: 3 clusters Score -557928.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -557970.250000 Penalty: 2668.025391
	Iteration 34Q: 3 clusters Score -557970.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -558013.562500 Penalty: 2668.025391
	Iteration 35Q: 3 clusters Score -558013.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -558053.500000 Penalty: 2668.025391
	Iteration 36Q: 3 clusters Score -558053.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -558101.812500 Penalty: 2668.025391
	Iteration 37Q: 3 clusters Score -558101.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -558139.937500 Penalty: 2668.025391
	Iteration 38Q: 3 clusters Score -558139.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -558169.750000 Penalty: 2668.025391
	Iteration 39Q: 3 clusters Score -558169.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -558202.375000 Penalty: 2668.025391
	Iteration 40F: 3 clusters Score -558202.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -558234.750000 Penalty: 2668.025391
	Iteration 41Q: 3 clusters Score -558234.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -558262.062500 Penalty: 2668.025391
	Iteration 42Q: 3 clusters Score -558262.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -558273.312500 Penalty: 2668.025391
	Iteration 43Q: 3 clusters Score -558273.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -558284.687500 Penalty: 2668.025391
	Iteration 44Q: 3 clusters Score -558284.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -558293.500000 Penalty: 2668.025391
	Iteration 45Q: 3 clusters Score -558293.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -558300.500000 Penalty: 2668.025391
	Iteration 46Q: 3 clusters Score -558300.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -558303.500000 Penalty: 2668.025391
	Iteration 47Q: 3 clusters Score -558303.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -558307.750000 Penalty: 2668.025391
	Iteration 48Q: 3 clusters Score -558307.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -558310.187500 Penalty: 2668.025391
	Iteration 49Q: 3 clusters Score -558310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -558312.187500 Penalty: 2668.025391
	Iteration 50Q: 3 clusters Score -558312.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -558312.750000 Penalty: 2668.025391
	Iteration 51Q: 3 clusters Score -558312.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -558314.375000 Penalty: 2668.025391
	Iteration 52Q: 3 clusters Score -558314.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -558315.062500 Penalty: 2668.025391
	Iteration 53Q: 3 clusters Score -558315.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -558317.875000 Penalty: 2668.025391
	Iteration 54Q: 3 clusters Score -558317.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -558317.875000 Penalty: 2668.025391
	Iteration 55F: 3 clusters Score -558317.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (16135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Entering Unmasked Estep 
Score: -2470820.750000 Penalty: 1574.421265
	Iteration 0F: 2 clusters Score -2470821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2460078.750000 Penalty: 3148.842529
	Iteration 0F: 3 clusters Score -2460079 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2464137.000000 Penalty: 3148.842529
	Iteration 1F: 3 clusters Score -2464137 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2464449.000000 Penalty: 3148.842529
	Iteration 2F: 3 clusters Score -2464449 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2464695.750000 Penalty: 3148.842529
	Iteration 3Q: 3 clusters Score -2464696 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2464880.000000 Penalty: 3148.842529
	Iteration 4Q: 3 clusters Score -2464880 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2465063.500000 Penalty: 3148.842529
	Iteration 5Q: 3 clusters Score -2465064 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2465229.000000 Penalty: 3148.842529
	Iteration 6Q: 3 clusters Score -2465229 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2465365.500000 Penalty: 3148.842529
	Iteration 7Q: 3 clusters Score -2465366 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2465516.250000 Penalty: 3148.842529
	Iteration 8Q: 3 clusters Score -2465516 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2465694.250000 Penalty: 3148.842529
	Iteration 9Q: 3 clusters Score -2465694 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2465900.000000 Penalty: 3148.842529
	Iteration 10Q: 3 clusters Score -2465900 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2466128.250000 Penalty: 3148.842529
	Iteration 11Q: 3 clusters Score -2466128 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2466355.750000 Penalty: 3148.842529
	Iteration 12Q: 3 clusters Score -2466356 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2466578.250000 Penalty: 3148.842529
	Iteration 13Q: 3 clusters Score -2466578 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2466765.750000 Penalty: 3148.842529
	Iteration 14Q: 3 clusters Score -2466766 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2466914.750000 Penalty: 3148.842529
	Iteration 15Q: 3 clusters Score -2466915 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2467027.500000 Penalty: 3148.842529
	Iteration 16Q: 3 clusters Score -2467028 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2467113.000000 Penalty: 3148.842529
	Iteration 17Q: 3 clusters Score -2467113 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2467169.750000 Penalty: 3148.842529
	Iteration 18Q: 3 clusters Score -2467170 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2467216.250000 Penalty: 3148.842529
	Iteration 19Q: 3 clusters Score -2467216 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2467244.750000 Penalty: 3148.842529
	Iteration 20F: 3 clusters Score -2467245 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2467274.750000 Penalty: 3148.842529
	Iteration 21Q: 3 clusters Score -2467275 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2467291.000000 Penalty: 3148.842529
	Iteration 22Q: 3 clusters Score -2467291 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2467311.250000 Penalty: 3148.842529
	Iteration 23Q: 3 clusters Score -2467311 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2467321.750000 Penalty: 3148.842529
	Iteration 24Q: 3 clusters Score -2467322 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2467335.750000 Penalty: 3148.842529
	Iteration 25Q: 3 clusters Score -2467336 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2467344.250000 Penalty: 3148.842529
	Iteration 26Q: 3 clusters Score -2467344 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2467360.500000 Penalty: 3148.842529
	Iteration 27Q: 3 clusters Score -2467360 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2467389.500000 Penalty: 3148.842529
	Iteration 28Q: 3 clusters Score -2467390 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2467392.500000 Penalty: 3148.842529
	Iteration 29Q: 3 clusters Score -2467392 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2467404.250000 Penalty: 3148.842529
	Iteration 30Q: 3 clusters Score -2467404 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2467420.250000 Penalty: 3148.842529
	Iteration 31Q: 3 clusters Score -2467420 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2467442.750000 Penalty: 3148.842529
	Iteration 32Q: 3 clusters Score -2467443 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2467455.250000 Penalty: 3148.842529
	Iteration 33Q: 3 clusters Score -2467455 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2467475.750000 Penalty: 3148.842529
	Iteration 34Q: 3 clusters Score -2467476 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2467490.750000 Penalty: 3148.842529
	Iteration 35Q: 3 clusters Score -2467491 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2467513.250000 Penalty: 3148.842529
	Iteration 36Q: 3 clusters Score -2467513 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2467541.750000 Penalty: 3148.842529
	Iteration 37Q: 3 clusters Score -2467542 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2467562.250000 Penalty: 3148.842529
	Iteration 38Q: 3 clusters Score -2467562 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2467580.000000 Penalty: 3148.842529
	Iteration 39Q: 3 clusters Score -2467580 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2467585.750000 Penalty: 3148.842529
	Iteration 40F: 3 clusters Score -2467586 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2467605.250000 Penalty: 3148.842529
	Iteration 41Q: 3 clusters Score -2467605 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2467617.000000 Penalty: 3148.842529
	Iteration 42Q: 3 clusters Score -2467617 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2467620.750000 Penalty: 3148.842529
	Iteration 43Q: 3 clusters Score -2467621 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2467636.750000 Penalty: 3148.842529
	Iteration 44Q: 3 clusters Score -2467637 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2467647.250000 Penalty: 3148.842529
	Iteration 45Q: 3 clusters Score -2467647 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2467653.500000 Penalty: 3148.842529
	Iteration 46Q: 3 clusters Score -2467654 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2467671.000000 Penalty: 3148.842529
	Iteration 47Q: 3 clusters Score -2467671 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2467696.500000 Penalty: 3148.842529
	Iteration 48Q: 3 clusters Score -2467696 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2467726.750000 Penalty: 3148.842529
	Iteration 49Q: 3 clusters Score -2467727 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2467750.250000 Penalty: 3148.842529
	Iteration 50Q: 3 clusters Score -2467750 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2467770.500000 Penalty: 3148.842529
	Iteration 51Q: 3 clusters Score -2467770 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2467796.750000 Penalty: 3148.842529
	Iteration 52Q: 3 clusters Score -2467797 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2467820.500000 Penalty: 3148.842529
	Iteration 53Q: 3 clusters Score -2467820 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2467857.750000 Penalty: 3148.842529
	Iteration 54Q: 3 clusters Score -2467858 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2467914.500000 Penalty: 3148.842529
	Iteration 55Q: 3 clusters Score -2467914 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2467965.000000 Penalty: 3148.842529
	Iteration 56Q: 3 clusters Score -2467965 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2468018.750000 Penalty: 3148.842529
	Iteration 57Q: 3 clusters Score -2468019 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2468083.250000 Penalty: 3148.842529
	Iteration 58Q: 3 clusters Score -2468083 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2468152.750000 Penalty: 3148.842529
	Iteration 59Q: 3 clusters Score -2468153 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2468230.000000 Penalty: 3148.842529
	Iteration 60F: 3 clusters Score -2468230 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2468310.750000 Penalty: 3148.842529
	Iteration 61Q: 3 clusters Score -2468311 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2468408.500000 Penalty: 3148.842529
	Iteration 62Q: 3 clusters Score -2468408 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2468532.000000 Penalty: 3148.842529
	Iteration 63Q: 3 clusters Score -2468532 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2468644.000000 Penalty: 3148.842529
	Iteration 64Q: 3 clusters Score -2468644 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2468725.250000 Penalty: 3148.842529
	Iteration 65Q: 3 clusters Score -2468725 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2468806.000000 Penalty: 3148.842529
	Iteration 66Q: 3 clusters Score -2468806 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2468901.250000 Penalty: 3148.842529
	Iteration 67Q: 3 clusters Score -2468901 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2468980.750000 Penalty: 3148.842529
	Iteration 68Q: 3 clusters Score -2468981 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2469041.250000 Penalty: 3148.842529
	Iteration 69Q: 3 clusters Score -2469041 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2469091.500000 Penalty: 3148.842529
	Iteration 70Q: 3 clusters Score -2469092 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2469140.750000 Penalty: 3148.842529
	Iteration 71Q: 3 clusters Score -2469141 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2469182.500000 Penalty: 3148.842529
	Iteration 72Q: 3 clusters Score -2469182 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2469224.250000 Penalty: 3148.842529
	Iteration 73Q: 3 clusters Score -2469224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2469265.000000 Penalty: 3148.842529
	Iteration 74Q: 3 clusters Score -2469265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2469297.250000 Penalty: 3148.842529
	Iteration 75Q: 3 clusters Score -2469297 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2469328.250000 Penalty: 3148.842529
	Iteration 76Q: 3 clusters Score -2469328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2469356.750000 Penalty: 3148.842529
	Iteration 77Q: 3 clusters Score -2469357 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2469381.250000 Penalty: 3148.842529
	Iteration 78Q: 3 clusters Score -2469381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2469388.500000 Penalty: 3148.842529
	Iteration 79Q: 3 clusters Score -2469388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2469403.250000 Penalty: 3148.842529
	Iteration 80F: 3 clusters Score -2469403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2469409.500000 Penalty: 3148.842529
	Iteration 81Q: 3 clusters Score -2469410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2469419.000000 Penalty: 3148.842529
	Iteration 82Q: 3 clusters Score -2469419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2469420.750000 Penalty: 3148.842529
	Iteration 83Q: 3 clusters Score -2469421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2469421.500000 Penalty: 3148.842529
	Iteration 84Q: 3 clusters Score -2469422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2469423.500000 Penalty: 3148.842529
	Iteration 85Q: 3 clusters Score -2469424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2469436.750000 Penalty: 3148.842529
	Iteration 86Q: 3 clusters Score -2469437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2469438.000000 Penalty: 3148.842529
	Iteration 87Q: 3 clusters Score -2469438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2469437.500000 Penalty: 3148.842529
	Iteration 88Q: 3 clusters Score -2469438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2469441.250000 Penalty: 3148.842529
	Iteration 89Q: 3 clusters Score -2469441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2469444.000000 Penalty: 3148.842529
	Iteration 90Q: 3 clusters Score -2469444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2469445.500000 Penalty: 3148.842529
	Iteration 91Q: 3 clusters Score -2469446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2469446.750000 Penalty: 3148.842529
	Iteration 92Q: 3 clusters Score -2469447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2469447.500000 Penalty: 3148.842529
	Iteration 93Q: 3 clusters Score -2469448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2469447.500000 Penalty: 3148.842529
	Iteration 94F: 3 clusters Score -2469448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Entering Unmasked Estep 
Score: -363222.687500 Penalty: 1284.574341
	Iteration 0F: 2 clusters Score -363222.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -360711.375000 Penalty: 2569.148682
	Iteration 0F: 3 clusters Score -360711.4 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -361456.156250 Penalty: 2569.148682
	Iteration 1F: 3 clusters Score -361456.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -361769.656250 Penalty: 2569.148682
	Iteration 2F: 3 clusters Score -361769.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -362048.968750 Penalty: 2569.148682
	Iteration 3F: 3 clusters Score -362049 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -362256.937500 Penalty: 2569.148682
	Iteration 4F: 3 clusters Score -362256.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -362457.468750 Penalty: 2569.148682
	Iteration 5F: 3 clusters Score -362457.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -362601.843750 Penalty: 2569.148682
	Iteration 6Q: 3 clusters Score -362601.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -362713.500000 Penalty: 2569.148682
	Iteration 7Q: 3 clusters Score -362713.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -362773.156250 Penalty: 2569.148682
	Iteration 8Q: 3 clusters Score -362773.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -362823.812500 Penalty: 2569.148682
	Iteration 9Q: 3 clusters Score -362823.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -362869.750000 Penalty: 2569.148682
	Iteration 10Q: 3 clusters Score -362869.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -362908.531250 Penalty: 2569.148682
	Iteration 11Q: 3 clusters Score -362908.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -362925.375000 Penalty: 2569.148682
	Iteration 12Q: 3 clusters Score -362925.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -362934.531250 Penalty: 2569.148682
	Iteration 13Q: 3 clusters Score -362934.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -362937.125000 Penalty: 2569.148682
	Iteration 14Q: 3 clusters Score -362937.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -362941.812500 Penalty: 2569.148682
	Iteration 15Q: 3 clusters Score -362941.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -362948.000000 Penalty: 2569.148682
	Iteration 16Q: 3 clusters Score -362948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -362951.656250 Penalty: 2569.148682
	Iteration 17Q: 3 clusters Score -362951.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -362955.937500 Penalty: 2569.148682
	Iteration 18Q: 3 clusters Score -362955.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -362957.843750 Penalty: 2569.148682
	Iteration 19Q: 3 clusters Score -362957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -362958.906250 Penalty: 2569.148682
	Iteration 20F: 3 clusters Score -362958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -362959.781250 Penalty: 2569.148682
	Iteration 21Q: 3 clusters Score -362959.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -362959.843750 Penalty: 2569.148682
	Iteration 22Q: 3 clusters Score -362959.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -362959.843750 Penalty: 2569.148682
	Iteration 23F: 3 clusters Score -362959.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (12714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Entering Unmasked Estep 
Score: -1849318.625000 Penalty: 1535.699707
	Iteration 0F: 2 clusters Score -1849319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1840512.500000 Penalty: 3071.399414
	Iteration 0F: 3 clusters Score -1840512 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1843522.125000 Penalty: 3071.399414
	Iteration 1F: 3 clusters Score -1843522 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1843891.625000 Penalty: 3071.399414
	Iteration 2F: 3 clusters Score -1843892 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1844283.875000 Penalty: 3071.399414
	Iteration 3F: 3 clusters Score -1844284 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1844635.875000 Penalty: 3071.399414
	Iteration 4F: 3 clusters Score -1844636 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1844994.625000 Penalty: 3071.399414
	Iteration 5F: 3 clusters Score -1844995 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1845293.875000 Penalty: 3071.399414
	Iteration 6Q: 3 clusters Score -1845294 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1845552.500000 Penalty: 3071.399414
	Iteration 7Q: 3 clusters Score -1845552 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1845786.625000 Penalty: 3071.399414
	Iteration 8Q: 3 clusters Score -1845787 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1845967.500000 Penalty: 3071.399414
	Iteration 9Q: 3 clusters Score -1845968 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1846103.875000 Penalty: 3071.399414
	Iteration 10Q: 3 clusters Score -1846104 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1846234.625000 Penalty: 3071.399414
	Iteration 11Q: 3 clusters Score -1846235 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1846347.125000 Penalty: 3071.399414
	Iteration 12Q: 3 clusters Score -1846347 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1846466.000000 Penalty: 3071.399414
	Iteration 13Q: 3 clusters Score -1846466 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1846595.375000 Penalty: 3071.399414
	Iteration 14Q: 3 clusters Score -1846595 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1846735.375000 Penalty: 3071.399414
	Iteration 15Q: 3 clusters Score -1846735 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1846889.875000 Penalty: 3071.399414
	Iteration 16Q: 3 clusters Score -1846890 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1847035.000000 Penalty: 3071.399414
	Iteration 17Q: 3 clusters Score -1847035 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1847184.750000 Penalty: 3071.399414
	Iteration 18Q: 3 clusters Score -1847185 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1847312.875000 Penalty: 3071.399414
	Iteration 19Q: 3 clusters Score -1847313 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1847456.500000 Penalty: 3071.399414
	Iteration 20F: 3 clusters Score -1847456 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1847571.125000 Penalty: 3071.399414
	Iteration 21Q: 3 clusters Score -1847571 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1847666.750000 Penalty: 3071.399414
	Iteration 22Q: 3 clusters Score -1847667 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1847740.250000 Penalty: 3071.399414
	Iteration 23Q: 3 clusters Score -1847740 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1847789.750000 Penalty: 3071.399414
	Iteration 24Q: 3 clusters Score -1847790 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1847827.000000 Penalty: 3071.399414
	Iteration 25Q: 3 clusters Score -1847827 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1847868.875000 Penalty: 3071.399414
	Iteration 26Q: 3 clusters Score -1847869 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1847906.000000 Penalty: 3071.399414
	Iteration 27Q: 3 clusters Score -1847906 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1847934.000000 Penalty: 3071.399414
	Iteration 28Q: 3 clusters Score -1847934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1847958.750000 Penalty: 3071.399414
	Iteration 29Q: 3 clusters Score -1847959 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1847979.250000 Penalty: 3071.399414
	Iteration 30Q: 3 clusters Score -1847979 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1848000.500000 Penalty: 3071.399414
	Iteration 31Q: 3 clusters Score -1848000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1848006.125000 Penalty: 3071.399414
	Iteration 32Q: 3 clusters Score -1848006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1848016.125000 Penalty: 3071.399414
	Iteration 33Q: 3 clusters Score -1848016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1848021.250000 Penalty: 3071.399414
	Iteration 34Q: 3 clusters Score -1848021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1848026.500000 Penalty: 3071.399414
	Iteration 35Q: 3 clusters Score -1848026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1848029.625000 Penalty: 3071.399414
	Iteration 36Q: 3 clusters Score -1848030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1848031.500000 Penalty: 3071.399414
	Iteration 37Q: 3 clusters Score -1848032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1848037.875000 Penalty: 3071.399414
	Iteration 38Q: 3 clusters Score -1848038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1848035.750000 Penalty: 3071.399414
	Iteration 39Q: 3 clusters Score -1848036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1848037.125000 Penalty: 3071.399414
	Iteration 40F: 3 clusters Score -1848037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1848037.625000 Penalty: 3071.399414
	Iteration 41Q: 3 clusters Score -1848038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1848039.125000 Penalty: 3071.399414
	Iteration 42Q: 3 clusters Score -1848039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1848040.875000 Penalty: 3071.399414
	Iteration 43Q: 3 clusters Score -1848041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1848040.375000 Penalty: 3071.399414
	Iteration 44Q: 3 clusters Score -1848040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1848039.500000 Penalty: 3071.399414
	Iteration 45Q: 3 clusters Score -1848040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1848038.375000 Penalty: 3071.399414
	Iteration 46Q: 3 clusters Score -1848038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1848039.750000 Penalty: 3071.399414
	Iteration 47Q: 3 clusters Score -1848040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1848039.750000 Penalty: 3071.399414
	Iteration 48Q: 3 clusters Score -1848040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1848039.750000 Penalty: 3071.399414
	Iteration 49F: 3 clusters Score -1848040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -88812.890625 Penalty: 1080.459961
	Iteration 0F: 2 clusters Score -88812.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -87639.953125 Penalty: 2160.919922
	Iteration 0F: 3 clusters Score -87639.95 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -88009.882812 Penalty: 2160.919922
	Iteration 1F: 3 clusters Score -88009.88 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -88143.851562 Penalty: 2160.919922
	Iteration 2F: 3 clusters Score -88143.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88224.890625 Penalty: 2160.919922
	Iteration 3F: 3 clusters Score -88224.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -88270.289062 Penalty: 2160.919922
	Iteration 4Q: 3 clusters Score -88270.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -88305.367188 Penalty: 2160.919922
	Iteration 5Q: 3 clusters Score -88305.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -88319.851562 Penalty: 2160.919922
	Iteration 6Q: 3 clusters Score -88319.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -88321.140625 Penalty: 2160.919922
	Iteration 7Q: 3 clusters Score -88321.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -88325.460938 Penalty: 2160.919922
	Iteration 8Q: 3 clusters Score -88325.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -88336.515625 Penalty: 2160.919922
	Iteration 9Q: 3 clusters Score -88336.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -88339.679688 Penalty: 2160.919922
	Iteration 10Q: 3 clusters Score -88339.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -88340.062500 Penalty: 2160.919922
	Iteration 11Q: 3 clusters Score -88340.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -88340.781250 Penalty: 2160.919922
	Iteration 12Q: 3 clusters Score -88340.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -88340.960938 Penalty: 2160.919922
	Iteration 13Q: 3 clusters Score -88340.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -88340.960938 Penalty: 2160.919922
	Iteration 14F: 3 clusters Score -88340.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Entering Unmasked Estep 
Score: -231471.718750 Penalty: 1191.510010
	Iteration 0F: 2 clusters Score -231471.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -229673.500000 Penalty: 2383.020020
	Iteration 0F: 3 clusters Score -229673.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -230013.984375 Penalty: 2383.020020
	Iteration 1F: 3 clusters Score -230014 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -230096.187500 Penalty: 2383.020020
	Iteration 2F: 3 clusters Score -230096.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -230147.687500 Penalty: 2383.020020
	Iteration 3Q: 3 clusters Score -230147.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -230172.671875 Penalty: 2383.020020
	Iteration 4Q: 3 clusters Score -230172.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -230196.937500 Penalty: 2383.020020
	Iteration 5Q: 3 clusters Score -230196.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -230210.671875 Penalty: 2383.020020
	Iteration 6Q: 3 clusters Score -230210.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -230219.937500 Penalty: 2383.020020
	Iteration 7Q: 3 clusters Score -230219.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -230230.875000 Penalty: 2383.020020
	Iteration 8Q: 3 clusters Score -230230.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -230239.359375 Penalty: 2383.020020
	Iteration 9Q: 3 clusters Score -230239.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -230247.218750 Penalty: 2383.020020
	Iteration 10Q: 3 clusters Score -230247.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -230250.703125 Penalty: 2383.020020
	Iteration 11Q: 3 clusters Score -230250.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -230253.656250 Penalty: 2383.020020
	Iteration 12Q: 3 clusters Score -230253.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -230255.750000 Penalty: 2383.020020
	Iteration 13Q: 3 clusters Score -230255.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -230259.031250 Penalty: 2383.020020
	Iteration 14Q: 3 clusters Score -230259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -230259.890625 Penalty: 2383.020020
	Iteration 15Q: 3 clusters Score -230259.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -230261.218750 Penalty: 2383.020020
	Iteration 16Q: 3 clusters Score -230261.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -230264.859375 Penalty: 2383.020020
	Iteration 17Q: 3 clusters Score -230264.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -230267.437500 Penalty: 2383.020020
	Iteration 18Q: 3 clusters Score -230267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -230269.625000 Penalty: 2383.020020
	Iteration 19Q: 3 clusters Score -230269.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -230271.171875 Penalty: 2383.020020
	Iteration 20F: 3 clusters Score -230271.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -230273.140625 Penalty: 2383.020020
	Iteration 21Q: 3 clusters Score -230273.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -230274.250000 Penalty: 2383.020020
	Iteration 22Q: 3 clusters Score -230274.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -230276.531250 Penalty: 2383.020020
	Iteration 23Q: 3 clusters Score -230276.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -230277.781250 Penalty: 2383.020020
	Iteration 24Q: 3 clusters Score -230277.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -230277.875000 Penalty: 2383.020020
	Iteration 25Q: 3 clusters Score -230277.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -230278.359375 Penalty: 2383.020020
	Iteration 26Q: 3 clusters Score -230278.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -230278.359375 Penalty: 2383.020020
	Iteration 27F: 3 clusters Score -230278.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -194575.046875 Penalty: 1184.894043
	Iteration 0F: 2 clusters Score -194575 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 730 members 
Entering Unmasked Estep 
Score: -192806.750000 Penalty: 2369.788086
	Iteration 0F: 3 clusters Score -192806.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -193213.359375 Penalty: 2369.788086
	Iteration 1F: 3 clusters Score -193213.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -193296.765625 Penalty: 2369.788086
	Iteration 2F: 3 clusters Score -193296.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -193336.109375 Penalty: 2369.788086
	Iteration 3Q: 3 clusters Score -193336.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -193367.718750 Penalty: 2369.788086
	Iteration 4Q: 3 clusters Score -193367.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -193379.312500 Penalty: 2369.788086
	Iteration 5Q: 3 clusters Score -193379.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -193399.734375 Penalty: 2369.788086
	Iteration 6Q: 3 clusters Score -193399.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -193417.046875 Penalty: 2369.788086
	Iteration 7Q: 3 clusters Score -193417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -193430.312500 Penalty: 2369.788086
	Iteration 8Q: 3 clusters Score -193430.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -193445.359375 Penalty: 2369.788086
	Iteration 9Q: 3 clusters Score -193445.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -193460.218750 Penalty: 2369.788086
	Iteration 10Q: 3 clusters Score -193460.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -193472.234375 Penalty: 2369.788086
	Iteration 11Q: 3 clusters Score -193472.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -193486.109375 Penalty: 2369.788086
	Iteration 12Q: 3 clusters Score -193486.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -193505.515625 Penalty: 2369.788086
	Iteration 13Q: 3 clusters Score -193505.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -193528.062500 Penalty: 2369.788086
	Iteration 14Q: 3 clusters Score -193528.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -193546.640625 Penalty: 2369.788086
	Iteration 15Q: 3 clusters Score -193546.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -193563.593750 Penalty: 2369.788086
	Iteration 16Q: 3 clusters Score -193563.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -193572.750000 Penalty: 2369.788086
	Iteration 17Q: 3 clusters Score -193572.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -193580.859375 Penalty: 2369.788086
	Iteration 18Q: 3 clusters Score -193580.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -193590.187500 Penalty: 2369.788086
	Iteration 19Q: 3 clusters Score -193590.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -193600.109375 Penalty: 2369.788086
	Iteration 20F: 3 clusters Score -193600.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -193609.125000 Penalty: 2369.788086
	Iteration 21Q: 3 clusters Score -193609.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -193625.171875 Penalty: 2369.788086
	Iteration 22Q: 3 clusters Score -193625.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -193638.750000 Penalty: 2369.788086
	Iteration 23Q: 3 clusters Score -193638.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -193655.500000 Penalty: 2369.788086
	Iteration 24Q: 3 clusters Score -193655.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -193676.218750 Penalty: 2369.788086
	Iteration 25Q: 3 clusters Score -193676.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -193693.515625 Penalty: 2369.788086
	Iteration 26Q: 3 clusters Score -193693.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -193705.203125 Penalty: 2369.788086
	Iteration 27Q: 3 clusters Score -193705.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -193711.468750 Penalty: 2369.788086
	Iteration 28Q: 3 clusters Score -193711.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -193720.921875 Penalty: 2369.788086
	Iteration 29Q: 3 clusters Score -193720.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -193729.968750 Penalty: 2369.788086
	Iteration 30Q: 3 clusters Score -193730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -193742.781250 Penalty: 2369.788086
	Iteration 31Q: 3 clusters Score -193742.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -193750.187500 Penalty: 2369.788086
	Iteration 32Q: 3 clusters Score -193750.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -193757.453125 Penalty: 2369.788086
	Iteration 33Q: 3 clusters Score -193757.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -193759.640625 Penalty: 2369.788086
	Iteration 34Q: 3 clusters Score -193759.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -193760.218750 Penalty: 2369.788086
	Iteration 35Q: 3 clusters Score -193760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -193761.281250 Penalty: 2369.788086
	Iteration 36Q: 3 clusters Score -193761.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -193762.812500 Penalty: 2369.788086
	Iteration 37Q: 3 clusters Score -193762.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -193767.218750 Penalty: 2369.788086
	Iteration 38Q: 3 clusters Score -193767.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -193771.265625 Penalty: 2369.788086
	Iteration 39Q: 3 clusters Score -193771.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -193774.312500 Penalty: 2369.788086
	Iteration 40F: 3 clusters Score -193774.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -193775.843750 Penalty: 2369.788086
	Iteration 41Q: 3 clusters Score -193775.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -193775.843750 Penalty: 2369.788086
	Iteration 42F: 3 clusters Score -193775.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -223832.812500 Penalty: 1201.405273
	Iteration 0F: 2 clusters Score -223832.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -221986.328125 Penalty: 2402.810547
	Iteration 0F: 3 clusters Score -221986.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -222442.203125 Penalty: 2402.810547
	Iteration 1F: 3 clusters Score -222442.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -222610.640625 Penalty: 2402.810547
	Iteration 2F: 3 clusters Score -222610.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -222743.859375 Penalty: 2402.810547
	Iteration 3F: 3 clusters Score -222743.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -222873.296875 Penalty: 2402.810547
	Iteration 4Q: 3 clusters Score -222873.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -223005.250000 Penalty: 2402.810547
	Iteration 5F: 3 clusters Score -223005.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -223083.671875 Penalty: 2402.810547
	Iteration 6Q: 3 clusters Score -223083.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -223155.953125 Penalty: 2402.810547
	Iteration 7Q: 3 clusters Score -223156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -223208.828125 Penalty: 2402.810547
	Iteration 8Q: 3 clusters Score -223208.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -223246.546875 Penalty: 2402.810547
	Iteration 9Q: 3 clusters Score -223246.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -223266.265625 Penalty: 2402.810547
	Iteration 10Q: 3 clusters Score -223266.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -223277.890625 Penalty: 2402.810547
	Iteration 11Q: 3 clusters Score -223277.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -223284.859375 Penalty: 2402.810547
	Iteration 12Q: 3 clusters Score -223284.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -223292.203125 Penalty: 2402.810547
	Iteration 13Q: 3 clusters Score -223292.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -223297.125000 Penalty: 2402.810547
	Iteration 14Q: 3 clusters Score -223297.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -223299.031250 Penalty: 2402.810547
	Iteration 15Q: 3 clusters Score -223299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -223302.250000 Penalty: 2402.810547
	Iteration 16Q: 3 clusters Score -223302.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -223304.687500 Penalty: 2402.810547
	Iteration 17Q: 3 clusters Score -223304.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -223305.421875 Penalty: 2402.810547
	Iteration 18Q: 3 clusters Score -223305.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -223306.500000 Penalty: 2402.810547
	Iteration 19Q: 3 clusters Score -223306.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -223306.921875 Penalty: 2402.810547
	Iteration 20F: 3 clusters Score -223306.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -223307.187500 Penalty: 2402.810547
	Iteration 21Q: 3 clusters Score -223307.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -223307.187500 Penalty: 2402.810547
	Iteration 22F: 3 clusters Score -223307.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (15983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Entering Unmasked Estep 
Score: -2435286.750000 Penalty: 1572.883179
	Iteration 0F: 2 clusters Score -2435287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2424552.500000 Penalty: 3145.766357
	Iteration 0F: 3 clusters Score -2424552 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2428418.250000 Penalty: 3145.766357
	Iteration 1F: 3 clusters Score -2428418 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2428702.750000 Penalty: 3145.766357
	Iteration 2F: 3 clusters Score -2428703 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2428960.000000 Penalty: 3145.766357
	Iteration 3Q: 3 clusters Score -2428960 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2429207.250000 Penalty: 3145.766357
	Iteration 4Q: 3 clusters Score -2429207 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2429457.750000 Penalty: 3145.766357
	Iteration 5Q: 3 clusters Score -2429458 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2429759.250000 Penalty: 3145.766357
	Iteration 6Q: 3 clusters Score -2429759 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2430060.250000 Penalty: 3145.766357
	Iteration 7Q: 3 clusters Score -2430060 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2430408.500000 Penalty: 3145.766357
	Iteration 8Q: 3 clusters Score -2430408 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2430809.500000 Penalty: 3145.766357
	Iteration 9Q: 3 clusters Score -2430810 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2431260.000000 Penalty: 3145.766357
	Iteration 10Q: 3 clusters Score -2431260 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2431730.500000 Penalty: 3145.766357
	Iteration 11Q: 3 clusters Score -2431730 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2432186.750000 Penalty: 3145.766357
	Iteration 12Q: 3 clusters Score -2432187 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2432650.250000 Penalty: 3145.766357
	Iteration 13Q: 3 clusters Score -2432650 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2433050.250000 Penalty: 3145.766357
	Iteration 14Q: 3 clusters Score -2433050 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2433326.250000 Penalty: 3145.766357
	Iteration 15Q: 3 clusters Score -2433326 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2433505.250000 Penalty: 3145.766357
	Iteration 16Q: 3 clusters Score -2433505 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2433642.500000 Penalty: 3145.766357
	Iteration 17Q: 3 clusters Score -2433642 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2433704.500000 Penalty: 3145.766357
	Iteration 18Q: 3 clusters Score -2433704 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2433767.750000 Penalty: 3145.766357
	Iteration 19Q: 3 clusters Score -2433768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2433807.250000 Penalty: 3145.766357
	Iteration 20F: 3 clusters Score -2433807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2433839.750000 Penalty: 3145.766357
	Iteration 21Q: 3 clusters Score -2433840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2433855.000000 Penalty: 3145.766357
	Iteration 22Q: 3 clusters Score -2433855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2433873.500000 Penalty: 3145.766357
	Iteration 23Q: 3 clusters Score -2433874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2433885.750000 Penalty: 3145.766357
	Iteration 24Q: 3 clusters Score -2433886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2433890.250000 Penalty: 3145.766357
	Iteration 25Q: 3 clusters Score -2433890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2433896.000000 Penalty: 3145.766357
	Iteration 26Q: 3 clusters Score -2433896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2433896.250000 Penalty: 3145.766357
	Iteration 27Q: 3 clusters Score -2433896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2433902.250000 Penalty: 3145.766357
	Iteration 28Q: 3 clusters Score -2433902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2433909.500000 Penalty: 3145.766357
	Iteration 29Q: 3 clusters Score -2433910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2433919.000000 Penalty: 3145.766357
	Iteration 30Q: 3 clusters Score -2433919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2433927.750000 Penalty: 3145.766357
	Iteration 31Q: 3 clusters Score -2433928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2433934.750000 Penalty: 3145.766357
	Iteration 32Q: 3 clusters Score -2433935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2433937.250000 Penalty: 3145.766357
	Iteration 33Q: 3 clusters Score -2433937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2433940.750000 Penalty: 3145.766357
	Iteration 34Q: 3 clusters Score -2433941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2433942.250000 Penalty: 3145.766357
	Iteration 35Q: 3 clusters Score -2433942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2433944.500000 Penalty: 3145.766357
	Iteration 36Q: 3 clusters Score -2433944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2433944.000000 Penalty: 3145.766357
	Iteration 37Q: 3 clusters Score -2433944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2433945.250000 Penalty: 3145.766357
	Iteration 38Q: 3 clusters Score -2433945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2433945.250000 Penalty: 3145.766357
	Iteration 39F: 3 clusters Score -2433945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Entering Unmasked Estep 
Score: -512573.187500 Penalty: 1326.733032
	Iteration 0F: 2 clusters Score -512573.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -509545.312500 Penalty: 2653.466064
	Iteration 0F: 3 clusters Score -509545.3 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -510270.187500 Penalty: 2653.466064
	Iteration 1F: 3 clusters Score -510270.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -510409.187500 Penalty: 2653.466064
	Iteration 2F: 3 clusters Score -510409.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -510508.062500 Penalty: 2653.466064
	Iteration 3F: 3 clusters Score -510508.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -510590.718750 Penalty: 2653.466064
	Iteration 4Q: 3 clusters Score -510590.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -510652.250000 Penalty: 2653.466064
	Iteration 5Q: 3 clusters Score -510652.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -510696.781250 Penalty: 2653.466064
	Iteration 6Q: 3 clusters Score -510696.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -510739.593750 Penalty: 2653.466064
	Iteration 7Q: 3 clusters Score -510739.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -510772.093750 Penalty: 2653.466064
	Iteration 8Q: 3 clusters Score -510772.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -510797.281250 Penalty: 2653.466064
	Iteration 9Q: 3 clusters Score -510797.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -510817.375000 Penalty: 2653.466064
	Iteration 10Q: 3 clusters Score -510817.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -510831.375000 Penalty: 2653.466064
	Iteration 11Q: 3 clusters Score -510831.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -510844.062500 Penalty: 2653.466064
	Iteration 12Q: 3 clusters Score -510844.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -510856.531250 Penalty: 2653.466064
	Iteration 13Q: 3 clusters Score -510856.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -510869.250000 Penalty: 2653.466064
	Iteration 14Q: 3 clusters Score -510869.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -510879.218750 Penalty: 2653.466064
	Iteration 15Q: 3 clusters Score -510879.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -510889.875000 Penalty: 2653.466064
	Iteration 16Q: 3 clusters Score -510889.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -510898.500000 Penalty: 2653.466064
	Iteration 17Q: 3 clusters Score -510898.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -510908.500000 Penalty: 2653.466064
	Iteration 18Q: 3 clusters Score -510908.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -510919.437500 Penalty: 2653.466064
	Iteration 19Q: 3 clusters Score -510919.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -510933.218750 Penalty: 2653.466064
	Iteration 20F: 3 clusters Score -510933.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -510948.687500 Penalty: 2653.466064
	Iteration 21Q: 3 clusters Score -510948.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -510969.281250 Penalty: 2653.466064
	Iteration 22Q: 3 clusters Score -510969.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -510989.125000 Penalty: 2653.466064
	Iteration 23Q: 3 clusters Score -510989.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -511009.281250 Penalty: 2653.466064
	Iteration 24Q: 3 clusters Score -511009.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -511032.562500 Penalty: 2653.466064
	Iteration 25Q: 3 clusters Score -511032.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -511056.406250 Penalty: 2653.466064
	Iteration 26Q: 3 clusters Score -511056.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -511082.281250 Penalty: 2653.466064
	Iteration 27Q: 3 clusters Score -511082.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -511106.312500 Penalty: 2653.466064
	Iteration 28Q: 3 clusters Score -511106.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -511127.250000 Penalty: 2653.466064
	Iteration 29Q: 3 clusters Score -511127.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -511144.125000 Penalty: 2653.466064
	Iteration 30Q: 3 clusters Score -511144.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -511156.125000 Penalty: 2653.466064
	Iteration 31Q: 3 clusters Score -511156.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -511166.531250 Penalty: 2653.466064
	Iteration 32Q: 3 clusters Score -511166.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -511177.593750 Penalty: 2653.466064
	Iteration 33Q: 3 clusters Score -511177.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -511190.531250 Penalty: 2653.466064
	Iteration 34Q: 3 clusters Score -511190.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -511203.281250 Penalty: 2653.466064
	Iteration 35Q: 3 clusters Score -511203.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -511217.781250 Penalty: 2653.466064
	Iteration 36Q: 3 clusters Score -511217.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -511230.593750 Penalty: 2653.466064
	Iteration 37Q: 3 clusters Score -511230.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -511240.843750 Penalty: 2653.466064
	Iteration 38Q: 3 clusters Score -511240.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -511246.187500 Penalty: 2653.466064
	Iteration 39Q: 3 clusters Score -511246.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -511252.187500 Penalty: 2653.466064
	Iteration 40F: 3 clusters Score -511252.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -511256.375000 Penalty: 2653.466064
	Iteration 41Q: 3 clusters Score -511256.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -511260.343750 Penalty: 2653.466064
	Iteration 42Q: 3 clusters Score -511260.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -511261.593750 Penalty: 2653.466064
	Iteration 43Q: 3 clusters Score -511261.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -511264.000000 Penalty: 2653.466064
	Iteration 44Q: 3 clusters Score -511264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -511268.031250 Penalty: 2653.466064
	Iteration 45Q: 3 clusters Score -511268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -511270.375000 Penalty: 2653.466064
	Iteration 46Q: 3 clusters Score -511270.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -511274.625000 Penalty: 2653.466064
	Iteration 47Q: 3 clusters Score -511274.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -511277.156250 Penalty: 2653.466064
	Iteration 48Q: 3 clusters Score -511277.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -511279.531250 Penalty: 2653.466064
	Iteration 49Q: 3 clusters Score -511279.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -511281.875000 Penalty: 2653.466064
	Iteration 50Q: 3 clusters Score -511281.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -511285.718750 Penalty: 2653.466064
	Iteration 51Q: 3 clusters Score -511285.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -511287.750000 Penalty: 2653.466064
	Iteration 52Q: 3 clusters Score -511287.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -511292.687500 Penalty: 2653.466064
	Iteration 53Q: 3 clusters Score -511292.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -511297.406250 Penalty: 2653.466064
	Iteration 54Q: 3 clusters Score -511297.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -511303.531250 Penalty: 2653.466064
	Iteration 55Q: 3 clusters Score -511303.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -511311.000000 Penalty: 2653.466064
	Iteration 56Q: 3 clusters Score -511311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -511316.593750 Penalty: 2653.466064
	Iteration 57Q: 3 clusters Score -511316.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -511324.031250 Penalty: 2653.466064
	Iteration 58Q: 3 clusters Score -511324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -511328.781250 Penalty: 2653.466064
	Iteration 59Q: 3 clusters Score -511328.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -511330.031250 Penalty: 2653.466064
	Iteration 60F: 3 clusters Score -511330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -511331.500000 Penalty: 2653.466064
	Iteration 61Q: 3 clusters Score -511331.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -511334.656250 Penalty: 2653.466064
	Iteration 62Q: 3 clusters Score -511334.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -511335.812500 Penalty: 2653.466064
	Iteration 63Q: 3 clusters Score -511335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -511337.500000 Penalty: 2653.466064
	Iteration 64Q: 3 clusters Score -511337.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -511338.375000 Penalty: 2653.466064
	Iteration 65Q: 3 clusters Score -511338.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -511338.750000 Penalty: 2653.466064
	Iteration 66Q: 3 clusters Score -511338.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -511339.218750 Penalty: 2653.466064
	Iteration 67Q: 3 clusters Score -511339.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -511338.406250 Penalty: 2653.466064
	Iteration 68Q: 3 clusters Score -511338.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -511338.406250 Penalty: 2653.466064
	Iteration 69F: 3 clusters Score -511338.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -189262.140625 Penalty: 1162.370972
	Iteration 0F: 2 clusters Score -189262.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -187609.437500 Penalty: 2324.741943
	Iteration 0F: 3 clusters Score -187609.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -187942.015625 Penalty: 2324.741943
	Iteration 1F: 3 clusters Score -187942 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -188017.421875 Penalty: 2324.741943
	Iteration 2F: 3 clusters Score -188017.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -188070.843750 Penalty: 2324.741943
	Iteration 3Q: 3 clusters Score -188070.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -188102.109375 Penalty: 2324.741943
	Iteration 4Q: 3 clusters Score -188102.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -188121.953125 Penalty: 2324.741943
	Iteration 5Q: 3 clusters Score -188122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -188137.140625 Penalty: 2324.741943
	Iteration 6Q: 3 clusters Score -188137.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -188150.375000 Penalty: 2324.741943
	Iteration 7Q: 3 clusters Score -188150.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -188160.078125 Penalty: 2324.741943
	Iteration 8Q: 3 clusters Score -188160.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -188170.046875 Penalty: 2324.741943
	Iteration 9Q: 3 clusters Score -188170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -188179.046875 Penalty: 2324.741943
	Iteration 10Q: 3 clusters Score -188179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -188184.234375 Penalty: 2324.741943
	Iteration 11Q: 3 clusters Score -188184.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -188192.250000 Penalty: 2324.741943
	Iteration 12Q: 3 clusters Score -188192.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -188195.046875 Penalty: 2324.741943
	Iteration 13Q: 3 clusters Score -188195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -188197.531250 Penalty: 2324.741943
	Iteration 14Q: 3 clusters Score -188197.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -188199.968750 Penalty: 2324.741943
	Iteration 15Q: 3 clusters Score -188200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -188201.812500 Penalty: 2324.741943
	Iteration 16Q: 3 clusters Score -188201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -188202.312500 Penalty: 2324.741943
	Iteration 17Q: 3 clusters Score -188202.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -188203.718750 Penalty: 2324.741943
	Iteration 18Q: 3 clusters Score -188203.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -188203.718750 Penalty: 2324.741943
	Iteration 19F: 3 clusters Score -188203.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (15859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Entering Unmasked Estep 
Score: -2407902.000000 Penalty: 1571.617554
	Iteration 0F: 2 clusters Score -2407902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2396961.250000 Penalty: 3143.235107
	Iteration 0F: 3 clusters Score -2396961 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2401104.000000 Penalty: 3143.235107
	Iteration 1F: 3 clusters Score -2401104 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2401536.500000 Penalty: 3143.235107
	Iteration 2F: 3 clusters Score -2401536 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2401898.250000 Penalty: 3143.235107
	Iteration 3F: 3 clusters Score -2401898 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2402203.500000 Penalty: 3143.235107
	Iteration 4Q: 3 clusters Score -2402204 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2402490.500000 Penalty: 3143.235107
	Iteration 5Q: 3 clusters Score -2402490 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2402798.000000 Penalty: 3143.235107
	Iteration 6Q: 3 clusters Score -2402798 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2403044.000000 Penalty: 3143.235107
	Iteration 7Q: 3 clusters Score -2403044 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2403293.750000 Penalty: 3143.235107
	Iteration 8Q: 3 clusters Score -2403294 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2403529.500000 Penalty: 3143.235107
	Iteration 9Q: 3 clusters Score -2403530 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2403805.000000 Penalty: 3143.235107
	Iteration 10Q: 3 clusters Score -2403805 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2404056.750000 Penalty: 3143.235107
	Iteration 11Q: 3 clusters Score -2404057 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2404306.000000 Penalty: 3143.235107
	Iteration 12Q: 3 clusters Score -2404306 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2404560.250000 Penalty: 3143.235107
	Iteration 13Q: 3 clusters Score -2404560 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2404781.500000 Penalty: 3143.235107
	Iteration 14Q: 3 clusters Score -2404782 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2405022.250000 Penalty: 3143.235107
	Iteration 15Q: 3 clusters Score -2405022 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2405243.000000 Penalty: 3143.235107
	Iteration 16Q: 3 clusters Score -2405243 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2405462.250000 Penalty: 3143.235107
	Iteration 17Q: 3 clusters Score -2405462 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2405648.750000 Penalty: 3143.235107
	Iteration 18Q: 3 clusters Score -2405649 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2405797.750000 Penalty: 3143.235107
	Iteration 19Q: 3 clusters Score -2405798 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2405943.500000 Penalty: 3143.235107
	Iteration 20F: 3 clusters Score -2405944 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2406069.750000 Penalty: 3143.235107
	Iteration 21Q: 3 clusters Score -2406070 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2406162.750000 Penalty: 3143.235107
	Iteration 22Q: 3 clusters Score -2406163 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2406256.000000 Penalty: 3143.235107
	Iteration 23Q: 3 clusters Score -2406256 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2406337.500000 Penalty: 3143.235107
	Iteration 24Q: 3 clusters Score -2406338 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2406399.250000 Penalty: 3143.235107
	Iteration 25Q: 3 clusters Score -2406399 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2406447.250000 Penalty: 3143.235107
	Iteration 26Q: 3 clusters Score -2406447 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2406490.500000 Penalty: 3143.235107
	Iteration 27Q: 3 clusters Score -2406490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2406510.000000 Penalty: 3143.235107
	Iteration 28Q: 3 clusters Score -2406510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2406533.250000 Penalty: 3143.235107
	Iteration 29Q: 3 clusters Score -2406533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2406549.750000 Penalty: 3143.235107
	Iteration 30Q: 3 clusters Score -2406550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2406561.000000 Penalty: 3143.235107
	Iteration 31Q: 3 clusters Score -2406561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2406571.250000 Penalty: 3143.235107
	Iteration 32Q: 3 clusters Score -2406571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2406584.500000 Penalty: 3143.235107
	Iteration 33Q: 3 clusters Score -2406584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2406587.000000 Penalty: 3143.235107
	Iteration 34Q: 3 clusters Score -2406587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2406591.000000 Penalty: 3143.235107
	Iteration 35Q: 3 clusters Score -2406591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2406590.500000 Penalty: 3143.235107
	Iteration 36Q: 3 clusters Score -2406590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2406590.500000 Penalty: 3143.235107
	Iteration 37F: 3 clusters Score -2406590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Entering Unmasked Estep 
Score: -788413.062500 Penalty: 1417.762939
	Iteration 0F: 2 clusters Score -788413.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -783729.562500 Penalty: 2835.525879
	Iteration 0F: 3 clusters Score -783729.6 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -785100.437500 Penalty: 2835.525879
	Iteration 1F: 3 clusters Score -785100.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -785338.062500 Penalty: 2835.525879
	Iteration 2F: 3 clusters Score -785338.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -785486.750000 Penalty: 2835.525879
	Iteration 3Q: 3 clusters Score -785486.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -785593.812500 Penalty: 2835.525879
	Iteration 4Q: 3 clusters Score -785593.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -785690.937500 Penalty: 2835.525879
	Iteration 5Q: 3 clusters Score -785690.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -785789.875000 Penalty: 2835.525879
	Iteration 6Q: 3 clusters Score -785789.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -785868.875000 Penalty: 2835.525879
	Iteration 7Q: 3 clusters Score -785868.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -785937.500000 Penalty: 2835.525879
	Iteration 8Q: 3 clusters Score -785937.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -786003.000000 Penalty: 2835.525879
	Iteration 9Q: 3 clusters Score -786003 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -786066.687500 Penalty: 2835.525879
	Iteration 10Q: 3 clusters Score -786066.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -786140.562500 Penalty: 2835.525879
	Iteration 11Q: 3 clusters Score -786140.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -786221.812500 Penalty: 2835.525879
	Iteration 12Q: 3 clusters Score -786221.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -786304.125000 Penalty: 2835.525879
	Iteration 13Q: 3 clusters Score -786304.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -786385.250000 Penalty: 2835.525879
	Iteration 14Q: 3 clusters Score -786385.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -786451.250000 Penalty: 2835.525879
	Iteration 15Q: 3 clusters Score -786451.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -786497.812500 Penalty: 2835.525879
	Iteration 16Q: 3 clusters Score -786497.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -786537.937500 Penalty: 2835.525879
	Iteration 17Q: 3 clusters Score -786537.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -786577.750000 Penalty: 2835.525879
	Iteration 18Q: 3 clusters Score -786577.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -786606.375000 Penalty: 2835.525879
	Iteration 19Q: 3 clusters Score -786606.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -786633.687500 Penalty: 2835.525879
	Iteration 20F: 3 clusters Score -786633.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -786661.437500 Penalty: 2835.525879
	Iteration 21Q: 3 clusters Score -786661.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -786686.187500 Penalty: 2835.525879
	Iteration 22Q: 3 clusters Score -786686.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -786704.875000 Penalty: 2835.525879
	Iteration 23Q: 3 clusters Score -786704.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -786725.625000 Penalty: 2835.525879
	Iteration 24Q: 3 clusters Score -786725.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -786741.500000 Penalty: 2835.525879
	Iteration 25Q: 3 clusters Score -786741.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -786759.875000 Penalty: 2835.525879
	Iteration 26Q: 3 clusters Score -786759.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -786784.562500 Penalty: 2835.525879
	Iteration 27Q: 3 clusters Score -786784.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -786808.250000 Penalty: 2835.525879
	Iteration 28Q: 3 clusters Score -786808.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -786826.375000 Penalty: 2835.525879
	Iteration 29Q: 3 clusters Score -786826.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -786841.500000 Penalty: 2835.525879
	Iteration 30Q: 3 clusters Score -786841.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -786862.625000 Penalty: 2835.525879
	Iteration 31Q: 3 clusters Score -786862.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -786882.187500 Penalty: 2835.525879
	Iteration 32Q: 3 clusters Score -786882.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -786906.187500 Penalty: 2835.525879
	Iteration 33Q: 3 clusters Score -786906.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -786927.562500 Penalty: 2835.525879
	Iteration 34Q: 3 clusters Score -786927.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -786947.625000 Penalty: 2835.525879
	Iteration 35Q: 3 clusters Score -786947.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -786962.000000 Penalty: 2835.525879
	Iteration 36Q: 3 clusters Score -786962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -786975.000000 Penalty: 2835.525879
	Iteration 37Q: 3 clusters Score -786975 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -786991.812500 Penalty: 2835.525879
	Iteration 38Q: 3 clusters Score -786991.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -787004.062500 Penalty: 2835.525879
	Iteration 39Q: 3 clusters Score -787004.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -787014.500000 Penalty: 2835.525879
	Iteration 40F: 3 clusters Score -787014.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -787027.000000 Penalty: 2835.525879
	Iteration 41Q: 3 clusters Score -787027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -787036.687500 Penalty: 2835.525879
	Iteration 42Q: 3 clusters Score -787036.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -787040.500000 Penalty: 2835.525879
	Iteration 43Q: 3 clusters Score -787040.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -787047.125000 Penalty: 2835.525879
	Iteration 44Q: 3 clusters Score -787047.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -787054.562500 Penalty: 2835.525879
	Iteration 45Q: 3 clusters Score -787054.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -787057.875000 Penalty: 2835.525879
	Iteration 46Q: 3 clusters Score -787057.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -787065.500000 Penalty: 2835.525879
	Iteration 47Q: 3 clusters Score -787065.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -787069.062500 Penalty: 2835.525879
	Iteration 48Q: 3 clusters Score -787069.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -787075.312500 Penalty: 2835.525879
	Iteration 49Q: 3 clusters Score -787075.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -787081.062500 Penalty: 2835.525879
	Iteration 50Q: 3 clusters Score -787081.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -787084.687500 Penalty: 2835.525879
	Iteration 51Q: 3 clusters Score -787084.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -787085.937500 Penalty: 2835.525879
	Iteration 52Q: 3 clusters Score -787085.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -787089.500000 Penalty: 2835.525879
	Iteration 53Q: 3 clusters Score -787089.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -787091.875000 Penalty: 2835.525879
	Iteration 54Q: 3 clusters Score -787091.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -787092.000000 Penalty: 2835.525879
	Iteration 55Q: 3 clusters Score -787092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -787092.625000 Penalty: 2835.525879
	Iteration 56Q: 3 clusters Score -787092.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -787093.687500 Penalty: 2835.525879
	Iteration 57Q: 3 clusters Score -787093.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -787094.437500 Penalty: 2835.525879
	Iteration 58Q: 3 clusters Score -787094.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -787094.562500 Penalty: 2835.525879
	Iteration 59Q: 3 clusters Score -787094.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -787095.750000 Penalty: 2835.525879
	Iteration 60F: 3 clusters Score -787095.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -787095.875000 Penalty: 2835.525879
	Iteration 61Q: 3 clusters Score -787095.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -787099.625000 Penalty: 2835.525879
	Iteration 62Q: 3 clusters Score -787099.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -787099.312500 Penalty: 2835.525879
	Iteration 63Q: 3 clusters Score -787099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -787100.375000 Penalty: 2835.525879
	Iteration 64Q: 3 clusters Score -787100.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -787102.875000 Penalty: 2835.525879
	Iteration 65Q: 3 clusters Score -787102.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -787103.000000 Penalty: 2835.525879
	Iteration 66Q: 3 clusters Score -787103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -787103.000000 Penalty: 2835.525879
	Iteration 67F: 3 clusters Score -787103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (6862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Entering Unmasked Estep 
Score: -907013.750000 Penalty: 1435.485107
	Iteration 0F: 2 clusters Score -907013.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -901853.312500 Penalty: 2870.970215
	Iteration 0F: 3 clusters Score -901853.3 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -903632.562500 Penalty: 2870.970215
	Iteration 1F: 3 clusters Score -903632.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -904180.812500 Penalty: 2870.970215
	Iteration 2F: 3 clusters Score -904180.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -904661.500000 Penalty: 2870.970215
	Iteration 3F: 3 clusters Score -904661.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -905127.750000 Penalty: 2870.970215
	Iteration 4F: 3 clusters Score -905127.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -905487.187500 Penalty: 2870.970215
	Iteration 5F: 3 clusters Score -905487.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -905729.375000 Penalty: 2870.970215
	Iteration 6Q: 3 clusters Score -905729.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -905890.687500 Penalty: 2870.970215
	Iteration 7Q: 3 clusters Score -905890.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -906003.125000 Penalty: 2870.970215
	Iteration 8Q: 3 clusters Score -906003.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -906082.812500 Penalty: 2870.970215
	Iteration 9Q: 3 clusters Score -906082.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -906145.687500 Penalty: 2870.970215
	Iteration 10Q: 3 clusters Score -906145.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -906191.875000 Penalty: 2870.970215
	Iteration 11Q: 3 clusters Score -906191.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -906227.000000 Penalty: 2870.970215
	Iteration 12Q: 3 clusters Score -906227 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -906253.687500 Penalty: 2870.970215
	Iteration 13Q: 3 clusters Score -906253.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -906274.125000 Penalty: 2870.970215
	Iteration 14Q: 3 clusters Score -906274.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -906296.000000 Penalty: 2870.970215
	Iteration 15Q: 3 clusters Score -906296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -906312.625000 Penalty: 2870.970215
	Iteration 16Q: 3 clusters Score -906312.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -906336.062500 Penalty: 2870.970215
	Iteration 17Q: 3 clusters Score -906336.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -906356.500000 Penalty: 2870.970215
	Iteration 18Q: 3 clusters Score -906356.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -906385.500000 Penalty: 2870.970215
	Iteration 19Q: 3 clusters Score -906385.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -906418.500000 Penalty: 2870.970215
	Iteration 20F: 3 clusters Score -906418.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -906460.937500 Penalty: 2870.970215
	Iteration 21Q: 3 clusters Score -906460.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -906514.687500 Penalty: 2870.970215
	Iteration 22Q: 3 clusters Score -906514.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -906570.500000 Penalty: 2870.970215
	Iteration 23Q: 3 clusters Score -906570.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -906621.062500 Penalty: 2870.970215
	Iteration 24Q: 3 clusters Score -906621.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -906672.500000 Penalty: 2870.970215
	Iteration 25Q: 3 clusters Score -906672.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -906722.437500 Penalty: 2870.970215
	Iteration 26Q: 3 clusters Score -906722.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -906768.625000 Penalty: 2870.970215
	Iteration 27Q: 3 clusters Score -906768.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -906823.812500 Penalty: 2870.970215
	Iteration 28Q: 3 clusters Score -906823.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -906889.250000 Penalty: 2870.970215
	Iteration 29Q: 3 clusters Score -906889.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -906966.125000 Penalty: 2870.970215
	Iteration 30Q: 3 clusters Score -906966.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -907046.812500 Penalty: 2870.970215
	Iteration 31Q: 3 clusters Score -907046.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -907112.625000 Penalty: 2870.970215
	Iteration 32Q: 3 clusters Score -907112.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -907171.625000 Penalty: 2870.970215
	Iteration 33Q: 3 clusters Score -907171.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -907218.250000 Penalty: 2870.970215
	Iteration 34Q: 3 clusters Score -907218.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -907245.437500 Penalty: 2870.970215
	Iteration 35Q: 3 clusters Score -907245.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -907262.562500 Penalty: 2870.970215
	Iteration 36Q: 3 clusters Score -907262.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -907276.187500 Penalty: 2870.970215
	Iteration 37Q: 3 clusters Score -907276.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -907287.187500 Penalty: 2870.970215
	Iteration 38Q: 3 clusters Score -907287.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -907295.875000 Penalty: 2870.970215
	Iteration 39Q: 3 clusters Score -907295.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -907314.187500 Penalty: 2870.970215
	Iteration 40F: 3 clusters Score -907314.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -907321.812500 Penalty: 2870.970215
	Iteration 41Q: 3 clusters Score -907321.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -907332.687500 Penalty: 2870.970215
	Iteration 42Q: 3 clusters Score -907332.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -907336.875000 Penalty: 2870.970215
	Iteration 43Q: 3 clusters Score -907336.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -907339.187500 Penalty: 2870.970215
	Iteration 44Q: 3 clusters Score -907339.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -907342.125000 Penalty: 2870.970215
	Iteration 45Q: 3 clusters Score -907342.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -907342.500000 Penalty: 2870.970215
	Iteration 46Q: 3 clusters Score -907342.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -907343.812500 Penalty: 2870.970215
	Iteration 47Q: 3 clusters Score -907343.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -907345.250000 Penalty: 2870.970215
	Iteration 48Q: 3 clusters Score -907345.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -907345.875000 Penalty: 2870.970215
	Iteration 49Q: 3 clusters Score -907345.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -907346.250000 Penalty: 2870.970215
	Iteration 50Q: 3 clusters Score -907346.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -907348.687500 Penalty: 2870.970215
	Iteration 51Q: 3 clusters Score -907348.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -907351.625000 Penalty: 2870.970215
	Iteration 52Q: 3 clusters Score -907351.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -907351.750000 Penalty: 2870.970215
	Iteration 53Q: 3 clusters Score -907351.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -907351.437500 Penalty: 2870.970215
	Iteration 54Q: 3 clusters Score -907351.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -907351.437500 Penalty: 2870.970215
	Iteration 55F: 3 clusters Score -907351.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 29608 members 
Mstep: Class 6 contains 1530 members 
Mstep: Class 7 contains 14369 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 12 contains 23741 members 
Mstep: Class 13 contains 8086 members 
Mstep: Class 14 contains 11127 members 
Mstep: Class 15 contains 5241 members 
Mstep: Class 16 contains 19906 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 3937 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 21207 members 
Mstep: Class 22 contains 4249 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10623 members 
Mstep: Class 25 contains 13579 members 
Mstep: Class 26 contains 7180 members 
Mstep: Class 27 contains 14135 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 7669 members 
Mstep: Class 30 contains 9728 members 
Mstep: Class 31 contains 3796 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 646 members 
Mstep: Class 35 contains 469 members 
Mstep: Class 36 contains 12884 members 
Mstep: Class 37 contains 604 members 
Mstep: Class 38 contains 31509 members 
Mstep: Class 39 contains 1585 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3533 members 
Mstep: Class 42 contains 3736 members 
Mstep: Class 43 contains 22100 members 
Mstep: Class 44 contains 15266 members 
Mstep: Class 45 contains 13350 members 
Mstep: Class 46 contains 3675 members 
Mstep: Class 47 contains 16135 members 
Mstep: Class 48 contains 2711 members 
Mstep: Class 49 contains 12714 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1529 members 
Mstep: Class 52 contains 1468 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 15983 members 
Mstep: Class 55 contains 3514 members 
Mstep: Class 56 contains 1278 members 
Mstep: Class 57 contains 15859 members 
Mstep: Class 58 contains 6153 members 
Mstep: Class 59 contains 4737 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1903 members 
Mstep: Class 62 contains 14845 members 
Mstep: Class 63 contains 17667 members 
Mstep: Class 64 contains 5872 members 
Mstep: Class 65 contains 1391 members 
Mstep: Class 66 contains 1817 members 
Mstep: Class 67 contains 1177 members 
Mstep: Class 68 contains 1161 members 
Mstep: Class 69 contains 19149 members 
Mstep: Class 70 contains 15226 members 
Mstep: Class 71 contains 17264 members 
Mstep: Class 72 contains 20507 members 
Mstep: Class 73 contains 1067 members 
Mstep: Class 74 contains 2168 members 
Mstep: Class 75 contains 2224 members 
Mstep: Class 76 contains 17563 members 
Mstep: Class 77 contains 1091 members 
Mstep: Class 78 contains 300 members 
Mstep: Class 79 contains 2125 members 
Entering Unmasked Estep 
Score: -85934200.000000 Penalty: 170827.687500
Splitting cluster 59 changes total score from -85933856.000000 to -85934200.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 60 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -150384.750000 Penalty: 1148.578003
	Iteration 0F: 2 clusters Score -150384.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -148855.343750 Penalty: 2297.156006
	Iteration 0F: 3 clusters Score -148855.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -149210.593750 Penalty: 2297.156006
	Iteration 1F: 3 clusters Score -149210.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -149370.140625 Penalty: 2297.156006
	Iteration 2F: 3 clusters Score -149370.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -149507.203125 Penalty: 2297.156006
	Iteration 3F: 3 clusters Score -149507.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -149625.250000 Penalty: 2297.156006
	Iteration 4F: 3 clusters Score -149625.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -149702.656250 Penalty: 2297.156006
	Iteration 5Q: 3 clusters Score -149702.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -149779.968750 Penalty: 2297.156006
	Iteration 6Q: 3 clusters Score -149780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -149828.515625 Penalty: 2297.156006
	Iteration 7Q: 3 clusters Score -149828.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -149853.031250 Penalty: 2297.156006
	Iteration 8Q: 3 clusters Score -149853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -149862.546875 Penalty: 2297.156006
	Iteration 9Q: 3 clusters Score -149862.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -149872.093750 Penalty: 2297.156006
	Iteration 10Q: 3 clusters Score -149872.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -149877.625000 Penalty: 2297.156006
	Iteration 11Q: 3 clusters Score -149877.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -149879.015625 Penalty: 2297.156006
	Iteration 12Q: 3 clusters Score -149879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -149879.015625 Penalty: 2297.156006
	Iteration 13F: 3 clusters Score -149879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Entering Unmasked Estep 
Score: -244870.093750 Penalty: 1227.067871
	Iteration 0F: 2 clusters Score -244870.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -242867.625000 Penalty: 2454.135742
	Iteration 0F: 3 clusters Score -242867.6 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -243334.625000 Penalty: 2454.135742
	Iteration 1F: 3 clusters Score -243334.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -243463.640625 Penalty: 2454.135742
	Iteration 2F: 3 clusters Score -243463.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -243535.750000 Penalty: 2454.135742
	Iteration 3Q: 3 clusters Score -243535.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -243584.265625 Penalty: 2454.135742
	Iteration 4Q: 3 clusters Score -243584.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -243620.625000 Penalty: 2454.135742
	Iteration 5Q: 3 clusters Score -243620.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -243658.734375 Penalty: 2454.135742
	Iteration 6Q: 3 clusters Score -243658.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -243687.437500 Penalty: 2454.135742
	Iteration 7Q: 3 clusters Score -243687.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -243706.796875 Penalty: 2454.135742
	Iteration 8Q: 3 clusters Score -243706.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -243720.296875 Penalty: 2454.135742
	Iteration 9Q: 3 clusters Score -243720.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -243733.156250 Penalty: 2454.135742
	Iteration 10Q: 3 clusters Score -243733.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -243743.187500 Penalty: 2454.135742
	Iteration 11Q: 3 clusters Score -243743.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -243750.843750 Penalty: 2454.135742
	Iteration 12Q: 3 clusters Score -243750.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -243757.984375 Penalty: 2454.135742
	Iteration 13Q: 3 clusters Score -243758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -243761.875000 Penalty: 2454.135742
	Iteration 14Q: 3 clusters Score -243761.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -243766.078125 Penalty: 2454.135742
	Iteration 15Q: 3 clusters Score -243766.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -243769.750000 Penalty: 2454.135742
	Iteration 16Q: 3 clusters Score -243769.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -243773.171875 Penalty: 2454.135742
	Iteration 17Q: 3 clusters Score -243773.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -243777.187500 Penalty: 2454.135742
	Iteration 18Q: 3 clusters Score -243777.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -243780.781250 Penalty: 2454.135742
	Iteration 19Q: 3 clusters Score -243780.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -243784.062500 Penalty: 2454.135742
	Iteration 20F: 3 clusters Score -243784.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -243785.734375 Penalty: 2454.135742
	Iteration 21Q: 3 clusters Score -243785.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -243786.921875 Penalty: 2454.135742
	Iteration 22Q: 3 clusters Score -243786.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -243788.281250 Penalty: 2454.135742
	Iteration 23Q: 3 clusters Score -243788.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -243792.937500 Penalty: 2454.135742
	Iteration 24Q: 3 clusters Score -243792.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -243794.796875 Penalty: 2454.135742
	Iteration 25Q: 3 clusters Score -243794.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -243798.765625 Penalty: 2454.135742
	Iteration 26Q: 3 clusters Score -243798.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -243802.531250 Penalty: 2454.135742
	Iteration 27Q: 3 clusters Score -243802.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -243806.843750 Penalty: 2454.135742
	Iteration 28Q: 3 clusters Score -243806.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -243812.468750 Penalty: 2454.135742
	Iteration 29Q: 3 clusters Score -243812.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -243818.593750 Penalty: 2454.135742
	Iteration 30Q: 3 clusters Score -243818.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -243825.500000 Penalty: 2454.135742
	Iteration 31Q: 3 clusters Score -243825.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -243833.343750 Penalty: 2454.135742
	Iteration 32Q: 3 clusters Score -243833.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -243844.156250 Penalty: 2454.135742
	Iteration 33Q: 3 clusters Score -243844.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -243852.890625 Penalty: 2454.135742
	Iteration 34Q: 3 clusters Score -243852.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -243859.328125 Penalty: 2454.135742
	Iteration 35Q: 3 clusters Score -243859.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -243862.375000 Penalty: 2454.135742
	Iteration 36Q: 3 clusters Score -243862.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -243865.671875 Penalty: 2454.135742
	Iteration 37Q: 3 clusters Score -243865.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -243867.390625 Penalty: 2454.135742
	Iteration 38Q: 3 clusters Score -243867.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -243869.984375 Penalty: 2454.135742
	Iteration 39Q: 3 clusters Score -243870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -243871.750000 Penalty: 2454.135742
	Iteration 40F: 3 clusters Score -243871.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -243874.671875 Penalty: 2454.135742
	Iteration 41Q: 3 clusters Score -243874.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -243875.609375 Penalty: 2454.135742
	Iteration 42Q: 3 clusters Score -243875.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -243877.093750 Penalty: 2454.135742
	Iteration 43Q: 3 clusters Score -243877.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -243877.593750 Penalty: 2454.135742
	Iteration 44Q: 3 clusters Score -243877.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -243877.812500 Penalty: 2454.135742
	Iteration 45Q: 3 clusters Score -243877.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -243878.703125 Penalty: 2454.135742
	Iteration 46Q: 3 clusters Score -243878.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -243880.703125 Penalty: 2454.135742
	Iteration 47Q: 3 clusters Score -243880.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -243882.093750 Penalty: 2454.135742
	Iteration 48Q: 3 clusters Score -243882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -243882.937500 Penalty: 2454.135742
	Iteration 49Q: 3 clusters Score -243882.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -243886.390625 Penalty: 2454.135742
	Iteration 50Q: 3 clusters Score -243886.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -243888.515625 Penalty: 2454.135742
	Iteration 51Q: 3 clusters Score -243888.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -243890.687500 Penalty: 2454.135742
	Iteration 52Q: 3 clusters Score -243890.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -243891.046875 Penalty: 2454.135742
	Iteration 53Q: 3 clusters Score -243891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -243891.046875 Penalty: 2454.135742
	Iteration 54F: 3 clusters Score -243891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (14845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Entering Unmasked Estep 
Score: -2257892.750000 Penalty: 1560.880493
	Iteration 0F: 2 clusters Score -2257893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2247863.500000 Penalty: 3121.760986
	Iteration 0F: 3 clusters Score -2247864 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2251458.500000 Penalty: 3121.760986
	Iteration 1F: 3 clusters Score -2251458 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2251853.000000 Penalty: 3121.760986
	Iteration 2F: 3 clusters Score -2251853 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2252177.250000 Penalty: 3121.760986
	Iteration 3Q: 3 clusters Score -2252177 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2252467.000000 Penalty: 3121.760986
	Iteration 4Q: 3 clusters Score -2252467 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2252783.500000 Penalty: 3121.760986
	Iteration 5Q: 3 clusters Score -2252784 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2253157.250000 Penalty: 3121.760986
	Iteration 6Q: 3 clusters Score -2253157 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2253572.250000 Penalty: 3121.760986
	Iteration 7Q: 3 clusters Score -2253572 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2254039.500000 Penalty: 3121.760986
	Iteration 8Q: 3 clusters Score -2254040 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2254490.500000 Penalty: 3121.760986
	Iteration 9Q: 3 clusters Score -2254490 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2254857.750000 Penalty: 3121.760986
	Iteration 10Q: 3 clusters Score -2254858 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2255166.750000 Penalty: 3121.760986
	Iteration 11Q: 3 clusters Score -2255167 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2255390.250000 Penalty: 3121.760986
	Iteration 12Q: 3 clusters Score -2255390 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2255574.250000 Penalty: 3121.760986
	Iteration 13Q: 3 clusters Score -2255574 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2255736.250000 Penalty: 3121.760986
	Iteration 14Q: 3 clusters Score -2255736 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2255853.000000 Penalty: 3121.760986
	Iteration 15Q: 3 clusters Score -2255853 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2255948.000000 Penalty: 3121.760986
	Iteration 16Q: 3 clusters Score -2255948 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2256030.500000 Penalty: 3121.760986
	Iteration 17Q: 3 clusters Score -2256030 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2256107.500000 Penalty: 3121.760986
	Iteration 18Q: 3 clusters Score -2256108 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2256166.250000 Penalty: 3121.760986
	Iteration 19Q: 3 clusters Score -2256166 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2256213.250000 Penalty: 3121.760986
	Iteration 20F: 3 clusters Score -2256213 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2256260.500000 Penalty: 3121.760986
	Iteration 21Q: 3 clusters Score -2256260 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2256290.000000 Penalty: 3121.760986
	Iteration 22Q: 3 clusters Score -2256290 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2256310.250000 Penalty: 3121.760986
	Iteration 23Q: 3 clusters Score -2256310 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2256344.500000 Penalty: 3121.760986
	Iteration 24Q: 3 clusters Score -2256344 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2256368.750000 Penalty: 3121.760986
	Iteration 25Q: 3 clusters Score -2256369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2256387.500000 Penalty: 3121.760986
	Iteration 26Q: 3 clusters Score -2256388 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2256404.250000 Penalty: 3121.760986
	Iteration 27Q: 3 clusters Score -2256404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2256425.000000 Penalty: 3121.760986
	Iteration 28Q: 3 clusters Score -2256425 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2256442.750000 Penalty: 3121.760986
	Iteration 29Q: 3 clusters Score -2256443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2256454.250000 Penalty: 3121.760986
	Iteration 30Q: 3 clusters Score -2256454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2256466.000000 Penalty: 3121.760986
	Iteration 31Q: 3 clusters Score -2256466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2256474.000000 Penalty: 3121.760986
	Iteration 32Q: 3 clusters Score -2256474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2256485.750000 Penalty: 3121.760986
	Iteration 33Q: 3 clusters Score -2256486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2256492.500000 Penalty: 3121.760986
	Iteration 34Q: 3 clusters Score -2256492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2256488.250000 Penalty: 3121.760986
	Iteration 35Q: 3 clusters Score -2256488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2256490.000000 Penalty: 3121.760986
	Iteration 36Q: 3 clusters Score -2256490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2256489.750000 Penalty: 3121.760986
	Iteration 37Q: 3 clusters Score -2256490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2256492.500000 Penalty: 3121.760986
	Iteration 38Q: 3 clusters Score -2256492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2256492.750000 Penalty: 3121.760986
	Iteration 39Q: 3 clusters Score -2256493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2256499.250000 Penalty: 3121.760986
	Iteration 40F: 3 clusters Score -2256499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2256500.750000 Penalty: 3121.760986
	Iteration 41Q: 3 clusters Score -2256501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2256499.000000 Penalty: 3121.760986
	Iteration 42Q: 3 clusters Score -2256499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2256499.750000 Penalty: 3121.760986
	Iteration 43Q: 3 clusters Score -2256500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2256500.500000 Penalty: 3121.760986
	Iteration 44Q: 3 clusters Score -2256500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2256502.500000 Penalty: 3121.760986
	Iteration 45Q: 3 clusters Score -2256502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2256503.500000 Penalty: 3121.760986
	Iteration 46Q: 3 clusters Score -2256504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2256508.750000 Penalty: 3121.760986
	Iteration 47Q: 3 clusters Score -2256509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2256508.750000 Penalty: 3121.760986
	Iteration 48F: 3 clusters Score -2256509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (17667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Entering Unmasked Estep 
Score: -2704930.250000 Penalty: 1589.161255
	Iteration 0F: 2 clusters Score -2704930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2693617.000000 Penalty: 3178.322510
	Iteration 0F: 3 clusters Score -2693617 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2697868.750000 Penalty: 3178.322510
	Iteration 1F: 3 clusters Score -2697869 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2698281.000000 Penalty: 3178.322510
	Iteration 2F: 3 clusters Score -2698281 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2698715.500000 Penalty: 3178.322510
	Iteration 3F: 3 clusters Score -2698716 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2699168.000000 Penalty: 3178.322510
	Iteration 4F: 3 clusters Score -2699168 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2699642.000000 Penalty: 3178.322510
	Iteration 5F: 3 clusters Score -2699642 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2700119.250000 Penalty: 3178.322510
	Iteration 6F: 3 clusters Score -2700119 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2700618.750000 Penalty: 3178.322510
	Iteration 7F: 3 clusters Score -2700619 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2701147.500000 Penalty: 3178.322510
	Iteration 8F: 3 clusters Score -2701148 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2701626.500000 Penalty: 3178.322510
	Iteration 9Q: 3 clusters Score -2701626 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2702088.250000 Penalty: 3178.322510
	Iteration 10Q: 3 clusters Score -2702088 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2702430.250000 Penalty: 3178.322510
	Iteration 11Q: 3 clusters Score -2702430 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2702630.250000 Penalty: 3178.322510
	Iteration 12Q: 3 clusters Score -2702630 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2702790.750000 Penalty: 3178.322510
	Iteration 13Q: 3 clusters Score -2702791 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2702899.250000 Penalty: 3178.322510
	Iteration 14Q: 3 clusters Score -2702899 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2702972.250000 Penalty: 3178.322510
	Iteration 15Q: 3 clusters Score -2702972 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2703032.750000 Penalty: 3178.322510
	Iteration 16Q: 3 clusters Score -2703033 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2703112.750000 Penalty: 3178.322510
	Iteration 17Q: 3 clusters Score -2703113 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2703171.500000 Penalty: 3178.322510
	Iteration 18Q: 3 clusters Score -2703172 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2703216.500000 Penalty: 3178.322510
	Iteration 19Q: 3 clusters Score -2703216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2703237.000000 Penalty: 3178.322510
	Iteration 20F: 3 clusters Score -2703237 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2703271.750000 Penalty: 3178.322510
	Iteration 21Q: 3 clusters Score -2703272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2703289.000000 Penalty: 3178.322510
	Iteration 22Q: 3 clusters Score -2703289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2703308.750000 Penalty: 3178.322510
	Iteration 23Q: 3 clusters Score -2703309 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2703326.000000 Penalty: 3178.322510
	Iteration 24Q: 3 clusters Score -2703326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2703345.250000 Penalty: 3178.322510
	Iteration 25Q: 3 clusters Score -2703345 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2703361.750000 Penalty: 3178.322510
	Iteration 26Q: 3 clusters Score -2703362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2703370.750000 Penalty: 3178.322510
	Iteration 27Q: 3 clusters Score -2703371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2703378.500000 Penalty: 3178.322510
	Iteration 28Q: 3 clusters Score -2703378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2703395.250000 Penalty: 3178.322510
	Iteration 29Q: 3 clusters Score -2703395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2703410.750000 Penalty: 3178.322510
	Iteration 30Q: 3 clusters Score -2703411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2703420.250000 Penalty: 3178.322510
	Iteration 31Q: 3 clusters Score -2703420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2703420.250000 Penalty: 3178.322510
	Iteration 32Q: 3 clusters Score -2703420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2703425.750000 Penalty: 3178.322510
	Iteration 33Q: 3 clusters Score -2703426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2703428.750000 Penalty: 3178.322510
	Iteration 34Q: 3 clusters Score -2703429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2703428.250000 Penalty: 3178.322510
	Iteration 35Q: 3 clusters Score -2703428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2703427.250000 Penalty: 3178.322510
	Iteration 36Q: 3 clusters Score -2703427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2703430.250000 Penalty: 3178.322510
	Iteration 37Q: 3 clusters Score -2703430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2703433.750000 Penalty: 3178.322510
	Iteration 38Q: 3 clusters Score -2703434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2703433.750000 Penalty: 3178.322510
	Iteration 39Q: 3 clusters Score -2703434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2703434.000000 Penalty: 3178.322510
	Iteration 40F: 3 clusters Score -2703434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2703431.000000 Penalty: 3178.322510
	Iteration 41Q: 3 clusters Score -2703431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2703429.750000 Penalty: 3178.322510
	Iteration 42Q: 3 clusters Score -2703430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2703429.750000 Penalty: 3178.322510
	Iteration 43Q: 3 clusters Score -2703430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2703429.750000 Penalty: 3178.322510
	Iteration 44F: 3 clusters Score -2703430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Entering Unmasked Estep 
Score: -828707.187500 Penalty: 1410.166992
	Iteration 0F: 2 clusters Score -828707.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -824148.437500 Penalty: 2820.333984
	Iteration 0F: 3 clusters Score -824148.4 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -825540.375000 Penalty: 2820.333984
	Iteration 1F: 3 clusters Score -825540.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -825779.125000 Penalty: 2820.333984
	Iteration 2F: 3 clusters Score -825779.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -825925.812500 Penalty: 2820.333984
	Iteration 3F: 3 clusters Score -825925.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -826070.812500 Penalty: 2820.333984
	Iteration 4Q: 3 clusters Score -826070.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -826228.812500 Penalty: 2820.333984
	Iteration 5Q: 3 clusters Score -826228.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -826386.437500 Penalty: 2820.333984
	Iteration 6Q: 3 clusters Score -826386.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -826562.125000 Penalty: 2820.333984
	Iteration 7Q: 3 clusters Score -826562.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -826743.562500 Penalty: 2820.333984
	Iteration 8Q: 3 clusters Score -826743.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -826929.875000 Penalty: 2820.333984
	Iteration 9Q: 3 clusters Score -826929.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -827108.812500 Penalty: 2820.333984
	Iteration 10Q: 3 clusters Score -827108.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -827290.062500 Penalty: 2820.333984
	Iteration 11Q: 3 clusters Score -827290.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -827468.125000 Penalty: 2820.333984
	Iteration 12Q: 3 clusters Score -827468.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -827618.937500 Penalty: 2820.333984
	Iteration 13Q: 3 clusters Score -827618.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -827716.312500 Penalty: 2820.333984
	Iteration 14Q: 3 clusters Score -827716.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -827786.687500 Penalty: 2820.333984
	Iteration 15Q: 3 clusters Score -827786.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -827831.312500 Penalty: 2820.333984
	Iteration 16Q: 3 clusters Score -827831.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -827865.375000 Penalty: 2820.333984
	Iteration 17Q: 3 clusters Score -827865.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -827889.937500 Penalty: 2820.333984
	Iteration 18Q: 3 clusters Score -827889.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -827909.562500 Penalty: 2820.333984
	Iteration 19Q: 3 clusters Score -827909.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -827925.187500 Penalty: 2820.333984
	Iteration 20F: 3 clusters Score -827925.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -827936.500000 Penalty: 2820.333984
	Iteration 21Q: 3 clusters Score -827936.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -827946.625000 Penalty: 2820.333984
	Iteration 22Q: 3 clusters Score -827946.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -827951.187500 Penalty: 2820.333984
	Iteration 23Q: 3 clusters Score -827951.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -827958.312500 Penalty: 2820.333984
	Iteration 24Q: 3 clusters Score -827958.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -827961.312500 Penalty: 2820.333984
	Iteration 25Q: 3 clusters Score -827961.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -827963.312500 Penalty: 2820.333984
	Iteration 26Q: 3 clusters Score -827963.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -827966.687500 Penalty: 2820.333984
	Iteration 27Q: 3 clusters Score -827966.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -827966.437500 Penalty: 2820.333984
	Iteration 28Q: 3 clusters Score -827966.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -827967.437500 Penalty: 2820.333984
	Iteration 29Q: 3 clusters Score -827967.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -827971.312500 Penalty: 2820.333984
	Iteration 30Q: 3 clusters Score -827971.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -827972.062500 Penalty: 2820.333984
	Iteration 31Q: 3 clusters Score -827972.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -827971.125000 Penalty: 2820.333984
	Iteration 32Q: 3 clusters Score -827971.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -827972.562500 Penalty: 2820.333984
	Iteration 33Q: 3 clusters Score -827972.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -827972.062500 Penalty: 2820.333984
	Iteration 34Q: 3 clusters Score -827972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -827971.187500 Penalty: 2820.333984
	Iteration 35Q: 3 clusters Score -827971.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -827971.187500 Penalty: 2820.333984
	Iteration 36F: 3 clusters Score -827971.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -175528.656250 Penalty: 1176.138916
	Iteration 0F: 2 clusters Score -175528.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -173842.031250 Penalty: 2352.277832
	Iteration 0F: 3 clusters Score -173842 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -174334.328125 Penalty: 2352.277832
	Iteration 1F: 3 clusters Score -174334.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -174547.484375 Penalty: 2352.277832
	Iteration 2F: 3 clusters Score -174547.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -174709.437500 Penalty: 2352.277832
	Iteration 3F: 3 clusters Score -174709.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -174858.109375 Penalty: 2352.277832
	Iteration 4F: 3 clusters Score -174858.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -175018.140625 Penalty: 2352.277832
	Iteration 5F: 3 clusters Score -175018.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -175112.078125 Penalty: 2352.277832
	Iteration 6Q: 3 clusters Score -175112.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -175188.171875 Penalty: 2352.277832
	Iteration 7Q: 3 clusters Score -175188.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -175265.265625 Penalty: 2352.277832
	Iteration 8Q: 3 clusters Score -175265.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -175328.078125 Penalty: 2352.277832
	Iteration 9Q: 3 clusters Score -175328.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -175383.890625 Penalty: 2352.277832
	Iteration 10Q: 3 clusters Score -175383.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -175470.765625 Penalty: 2352.277832
	Iteration 11Q: 3 clusters Score -175470.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -175578.718750 Penalty: 2352.277832
	Iteration 12Q: 3 clusters Score -175578.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -175624.937500 Penalty: 2352.277832
	Iteration 13Q: 3 clusters Score -175624.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -175661.671875 Penalty: 2352.277832
	Iteration 14Q: 3 clusters Score -175661.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -175689.500000 Penalty: 2352.277832
	Iteration 15Q: 3 clusters Score -175689.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -175706.671875 Penalty: 2352.277832
	Iteration 16Q: 3 clusters Score -175706.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -175719.125000 Penalty: 2352.277832
	Iteration 17Q: 3 clusters Score -175719.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -175730.453125 Penalty: 2352.277832
	Iteration 18Q: 3 clusters Score -175730.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -175739.703125 Penalty: 2352.277832
	Iteration 19Q: 3 clusters Score -175739.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -175741.484375 Penalty: 2352.277832
	Iteration 20F: 3 clusters Score -175741.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -175745.593750 Penalty: 2352.277832
	Iteration 21Q: 3 clusters Score -175745.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -175747.531250 Penalty: 2352.277832
	Iteration 22Q: 3 clusters Score -175747.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -175748.156250 Penalty: 2352.277832
	Iteration 23Q: 3 clusters Score -175748.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -175748.156250 Penalty: 2352.277832
	Iteration 24F: 3 clusters Score -175748.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 29608 members 
Mstep: Class 6 contains 1530 members 
Mstep: Class 7 contains 14369 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 12 contains 23741 members 
Mstep: Class 13 contains 8086 members 
Mstep: Class 14 contains 11127 members 
Mstep: Class 15 contains 5241 members 
Mstep: Class 16 contains 19906 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 3937 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 21207 members 
Mstep: Class 22 contains 4249 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10623 members 
Mstep: Class 25 contains 13579 members 
Mstep: Class 26 contains 7180 members 
Mstep: Class 27 contains 14135 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 7669 members 
Mstep: Class 30 contains 9728 members 
Mstep: Class 31 contains 3796 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 646 members 
Mstep: Class 35 contains 469 members 
Mstep: Class 36 contains 12884 members 
Mstep: Class 37 contains 604 members 
Mstep: Class 38 contains 31509 members 
Mstep: Class 39 contains 1585 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3533 members 
Mstep: Class 42 contains 3736 members 
Mstep: Class 43 contains 22100 members 
Mstep: Class 44 contains 15266 members 
Mstep: Class 45 contains 13350 members 
Mstep: Class 46 contains 3675 members 
Mstep: Class 47 contains 16135 members 
Mstep: Class 48 contains 2711 members 
Mstep: Class 49 contains 12714 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1529 members 
Mstep: Class 52 contains 1468 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 15983 members 
Mstep: Class 55 contains 3514 members 
Mstep: Class 56 contains 1278 members 
Mstep: Class 57 contains 15859 members 
Mstep: Class 58 contains 6153 members 
Mstep: Class 59 contains 4737 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1903 members 
Mstep: Class 62 contains 14845 members 
Mstep: Class 63 contains 17667 members 
Mstep: Class 64 contains 5872 members 
Mstep: Class 65 contains 781 members 
Mstep: Class 66 contains 1817 members 
Mstep: Class 67 contains 1177 members 
Mstep: Class 68 contains 1161 members 
Mstep: Class 69 contains 19149 members 
Mstep: Class 70 contains 15226 members 
Mstep: Class 71 contains 17264 members 
Mstep: Class 72 contains 20507 members 
Mstep: Class 73 contains 1067 members 
Mstep: Class 74 contains 2168 members 
Mstep: Class 75 contains 2224 members 
Mstep: Class 76 contains 17563 members 
Mstep: Class 77 contains 1091 members 
Mstep: Class 78 contains 300 members 
Mstep: Class 79 contains 2125 members 
Mstep: Class 80 contains 610 members 
Entering Unmasked Estep 
Score: -85933472.000000 Penalty: 172990.062500
Splitting cluster 65 changes total score from -85933856.000000 to -85933472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (1817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Entering Unmasked Estep 
Score: -246245.796875 Penalty: 1219.553101
	Iteration 0F: 2 clusters Score -246245.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -244316.125000 Penalty: 2439.106201
	Iteration 0F: 3 clusters Score -244316.1 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -244756.375000 Penalty: 2439.106201
	Iteration 1F: 3 clusters Score -244756.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -244867.093750 Penalty: 2439.106201
	Iteration 2F: 3 clusters Score -244867.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -244980.656250 Penalty: 2439.106201
	Iteration 3F: 3 clusters Score -244980.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -245110.359375 Penalty: 2439.106201
	Iteration 4F: 3 clusters Score -245110.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -245208.718750 Penalty: 2439.106201
	Iteration 5Q: 3 clusters Score -245208.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -245294.031250 Penalty: 2439.106201
	Iteration 6Q: 3 clusters Score -245294 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -245374.562500 Penalty: 2439.106201
	Iteration 7Q: 3 clusters Score -245374.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -245465.671875 Penalty: 2439.106201
	Iteration 8Q: 3 clusters Score -245465.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -245547.843750 Penalty: 2439.106201
	Iteration 9Q: 3 clusters Score -245547.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -245598.984375 Penalty: 2439.106201
	Iteration 10Q: 3 clusters Score -245599 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -245644.218750 Penalty: 2439.106201
	Iteration 11Q: 3 clusters Score -245644.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -245702.031250 Penalty: 2439.106201
	Iteration 12Q: 3 clusters Score -245702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -245750.640625 Penalty: 2439.106201
	Iteration 13Q: 3 clusters Score -245750.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -245779.671875 Penalty: 2439.106201
	Iteration 14Q: 3 clusters Score -245779.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -245803.625000 Penalty: 2439.106201
	Iteration 15Q: 3 clusters Score -245803.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -245822.406250 Penalty: 2439.106201
	Iteration 16Q: 3 clusters Score -245822.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -245836.406250 Penalty: 2439.106201
	Iteration 17Q: 3 clusters Score -245836.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -245847.656250 Penalty: 2439.106201
	Iteration 18Q: 3 clusters Score -245847.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -245852.843750 Penalty: 2439.106201
	Iteration 19Q: 3 clusters Score -245852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -245854.828125 Penalty: 2439.106201
	Iteration 20F: 3 clusters Score -245854.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -245858.093750 Penalty: 2439.106201
	Iteration 21Q: 3 clusters Score -245858.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -245859.375000 Penalty: 2439.106201
	Iteration 22Q: 3 clusters Score -245859.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -245859.656250 Penalty: 2439.106201
	Iteration 23Q: 3 clusters Score -245859.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -245859.656250 Penalty: 2439.106201
	Iteration 24F: 3 clusters Score -245859.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Entering Unmasked Estep 
Score: -147470.468750 Penalty: 1148.992676
	Iteration 0F: 2 clusters Score -147470.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -145877.984375 Penalty: 2297.985352
	Iteration 0F: 3 clusters Score -145878 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -146208.171875 Penalty: 2297.985352
	Iteration 1F: 3 clusters Score -146208.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -146340.890625 Penalty: 2297.985352
	Iteration 2F: 3 clusters Score -146340.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -146431.953125 Penalty: 2297.985352
	Iteration 3F: 3 clusters Score -146432 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -146502.937500 Penalty: 2297.985352
	Iteration 4Q: 3 clusters Score -146502.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -146560.000000 Penalty: 2297.985352
	Iteration 5Q: 3 clusters Score -146560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -146599.187500 Penalty: 2297.985352
	Iteration 6Q: 3 clusters Score -146599.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -146636.015625 Penalty: 2297.985352
	Iteration 7Q: 3 clusters Score -146636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -146661.671875 Penalty: 2297.985352
	Iteration 8Q: 3 clusters Score -146661.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -146688.750000 Penalty: 2297.985352
	Iteration 9Q: 3 clusters Score -146688.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -146709.468750 Penalty: 2297.985352
	Iteration 10Q: 3 clusters Score -146709.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -146724.281250 Penalty: 2297.985352
	Iteration 11Q: 3 clusters Score -146724.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -146740.250000 Penalty: 2297.985352
	Iteration 12Q: 3 clusters Score -146740.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -146756.421875 Penalty: 2297.985352
	Iteration 13Q: 3 clusters Score -146756.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -146765.250000 Penalty: 2297.985352
	Iteration 14Q: 3 clusters Score -146765.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -146769.953125 Penalty: 2297.985352
	Iteration 15Q: 3 clusters Score -146770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -146773.125000 Penalty: 2297.985352
	Iteration 16Q: 3 clusters Score -146773.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -146773.921875 Penalty: 2297.985352
	Iteration 17Q: 3 clusters Score -146773.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -146774.375000 Penalty: 2297.985352
	Iteration 18F: 3 clusters Score -146774.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -146779.015625 Penalty: 2297.985352
	Iteration 19Q: 3 clusters Score -146779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -146782.437500 Penalty: 2297.985352
	Iteration 20F: 3 clusters Score -146782.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -146783.218750 Penalty: 2297.985352
	Iteration 21Q: 3 clusters Score -146783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -146785.343750 Penalty: 2297.985352
	Iteration 22Q: 3 clusters Score -146785.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -146787.500000 Penalty: 2297.985352
	Iteration 23Q: 3 clusters Score -146787.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -146789.046875 Penalty: 2297.985352
	Iteration 24Q: 3 clusters Score -146789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -146791.890625 Penalty: 2297.985352
	Iteration 25Q: 3 clusters Score -146791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -146792.703125 Penalty: 2297.985352
	Iteration 26Q: 3 clusters Score -146792.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -146793.875000 Penalty: 2297.985352
	Iteration 27Q: 3 clusters Score -146793.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -146794.625000 Penalty: 2297.985352
	Iteration 28Q: 3 clusters Score -146794.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -146794.625000 Penalty: 2297.985352
	Iteration 29F: 3 clusters Score -146794.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -144823.453125 Penalty: 1146.768433
	Iteration 0F: 2 clusters Score -144823.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -143323.421875 Penalty: 2293.536865
	Iteration 0F: 3 clusters Score -143323.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -143626.640625 Penalty: 2293.536865
	Iteration 1F: 3 clusters Score -143626.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -143730.078125 Penalty: 2293.536865
	Iteration 2F: 3 clusters Score -143730.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -143817.343750 Penalty: 2293.536865
	Iteration 3F: 3 clusters Score -143817.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -143902.281250 Penalty: 2293.536865
	Iteration 4Q: 3 clusters Score -143902.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -144058.046875 Penalty: 2293.536865
	Iteration 5Q: 3 clusters Score -144058 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -144216.828125 Penalty: 2293.536865
	Iteration 6F: 3 clusters Score -144216.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -144337.093750 Penalty: 2293.536865
	Iteration 7F: 3 clusters Score -144337.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -144417.406250 Penalty: 2293.536865
	Iteration 8Q: 3 clusters Score -144417.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -144464.812500 Penalty: 2293.536865
	Iteration 9Q: 3 clusters Score -144464.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -144501.437500 Penalty: 2293.536865
	Iteration 10Q: 3 clusters Score -144501.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -144520.359375 Penalty: 2293.536865
	Iteration 11Q: 3 clusters Score -144520.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -144535.609375 Penalty: 2293.536865
	Iteration 12Q: 3 clusters Score -144535.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -144556.562500 Penalty: 2293.536865
	Iteration 13Q: 3 clusters Score -144556.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -144568.265625 Penalty: 2293.536865
	Iteration 14Q: 3 clusters Score -144568.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -144578.328125 Penalty: 2293.536865
	Iteration 15Q: 3 clusters Score -144578.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -144588.984375 Penalty: 2293.536865
	Iteration 16Q: 3 clusters Score -144589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -144597.718750 Penalty: 2293.536865
	Iteration 17Q: 3 clusters Score -144597.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -144609.937500 Penalty: 2293.536865
	Iteration 18Q: 3 clusters Score -144609.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -144612.937500 Penalty: 2293.536865
	Iteration 19Q: 3 clusters Score -144612.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -144622.625000 Penalty: 2293.536865
	Iteration 20F: 3 clusters Score -144622.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -144630.421875 Penalty: 2293.536865
	Iteration 21Q: 3 clusters Score -144630.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -144635.828125 Penalty: 2293.536865
	Iteration 22Q: 3 clusters Score -144635.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -144641.875000 Penalty: 2293.536865
	Iteration 23Q: 3 clusters Score -144641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -144642.843750 Penalty: 2293.536865
	Iteration 24Q: 3 clusters Score -144642.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -144642.843750 Penalty: 2293.536865
	Iteration 25F: 3 clusters Score -144642.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (19149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Entering Unmasked Estep 
Score: -2905116.500000 Penalty: 1602.250854
	Iteration 0F: 2 clusters Score -2905116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2892467.750000 Penalty: 3204.501709
	Iteration 0F: 3 clusters Score -2892468 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2897388.500000 Penalty: 3204.501709
	Iteration 1F: 3 clusters Score -2897388 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2897903.250000 Penalty: 3204.501709
	Iteration 2F: 3 clusters Score -2897903 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2898440.250000 Penalty: 3204.501709
	Iteration 3F: 3 clusters Score -2898440 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2898970.250000 Penalty: 3204.501709
	Iteration 4F: 3 clusters Score -2898970 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2899575.250000 Penalty: 3204.501709
	Iteration 5F: 3 clusters Score -2899575 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2900139.000000 Penalty: 3204.501709
	Iteration 6Q: 3 clusters Score -2900139 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2900725.500000 Penalty: 3204.501709
	Iteration 7Q: 3 clusters Score -2900726 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2901308.500000 Penalty: 3204.501709
	Iteration 8Q: 3 clusters Score -2901308 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2901825.250000 Penalty: 3204.501709
	Iteration 9Q: 3 clusters Score -2901825 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2902217.500000 Penalty: 3204.501709
	Iteration 10Q: 3 clusters Score -2902218 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2902509.250000 Penalty: 3204.501709
	Iteration 11Q: 3 clusters Score -2902509 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2902746.000000 Penalty: 3204.501709
	Iteration 12Q: 3 clusters Score -2902746 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2902931.750000 Penalty: 3204.501709
	Iteration 13Q: 3 clusters Score -2902932 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2903123.000000 Penalty: 3204.501709
	Iteration 14Q: 3 clusters Score -2903123 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2903281.750000 Penalty: 3204.501709
	Iteration 15Q: 3 clusters Score -2903282 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2903376.500000 Penalty: 3204.501709
	Iteration 16Q: 3 clusters Score -2903376 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2903464.500000 Penalty: 3204.501709
	Iteration 17Q: 3 clusters Score -2903464 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2903533.250000 Penalty: 3204.501709
	Iteration 18Q: 3 clusters Score -2903533 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2903586.250000 Penalty: 3204.501709
	Iteration 19Q: 3 clusters Score -2903586 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2903630.000000 Penalty: 3204.501709
	Iteration 20F: 3 clusters Score -2903630 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2903695.000000 Penalty: 3204.501709
	Iteration 21Q: 3 clusters Score -2903695 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2903736.250000 Penalty: 3204.501709
	Iteration 22Q: 3 clusters Score -2903736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2903762.250000 Penalty: 3204.501709
	Iteration 23Q: 3 clusters Score -2903762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2903783.500000 Penalty: 3204.501709
	Iteration 24Q: 3 clusters Score -2903784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2903797.750000 Penalty: 3204.501709
	Iteration 25Q: 3 clusters Score -2903798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2903812.250000 Penalty: 3204.501709
	Iteration 26Q: 3 clusters Score -2903812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2903822.250000 Penalty: 3204.501709
	Iteration 27Q: 3 clusters Score -2903822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2903830.250000 Penalty: 3204.501709
	Iteration 28Q: 3 clusters Score -2903830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2903837.000000 Penalty: 3204.501709
	Iteration 29Q: 3 clusters Score -2903837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2903849.500000 Penalty: 3204.501709
	Iteration 30Q: 3 clusters Score -2903850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2903853.750000 Penalty: 3204.501709
	Iteration 31Q: 3 clusters Score -2903854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2903863.250000 Penalty: 3204.501709
	Iteration 32Q: 3 clusters Score -2903863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2903871.250000 Penalty: 3204.501709
	Iteration 33Q: 3 clusters Score -2903871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2903875.500000 Penalty: 3204.501709
	Iteration 34Q: 3 clusters Score -2903876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2903884.000000 Penalty: 3204.501709
	Iteration 35Q: 3 clusters Score -2903884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2903889.750000 Penalty: 3204.501709
	Iteration 36Q: 3 clusters Score -2903890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2903892.000000 Penalty: 3204.501709
	Iteration 37Q: 3 clusters Score -2903892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2903899.000000 Penalty: 3204.501709
	Iteration 38Q: 3 clusters Score -2903899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2903897.750000 Penalty: 3204.501709
	Iteration 39Q: 3 clusters Score -2903898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2903898.500000 Penalty: 3204.501709
	Iteration 40F: 3 clusters Score -2903898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2903900.500000 Penalty: 3204.501709
	Iteration 41Q: 3 clusters Score -2903900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2903900.500000 Penalty: 3204.501709
	Iteration 42F: 3 clusters Score -2903900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (15226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Entering Unmasked Estep 
Score: -2316012.750000 Penalty: 1564.998535
	Iteration 0F: 2 clusters Score -2316013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2305779.000000 Penalty: 3129.997070
	Iteration 0F: 3 clusters Score -2305779 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2309485.000000 Penalty: 3129.997070
	Iteration 1F: 3 clusters Score -2309485 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2309850.500000 Penalty: 3129.997070
	Iteration 2F: 3 clusters Score -2309850 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2310129.750000 Penalty: 3129.997070
	Iteration 3F: 3 clusters Score -2310130 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2310459.500000 Penalty: 3129.997070
	Iteration 4Q: 3 clusters Score -2310460 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2310786.000000 Penalty: 3129.997070
	Iteration 5Q: 3 clusters Score -2310786 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2311104.250000 Penalty: 3129.997070
	Iteration 6Q: 3 clusters Score -2311104 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2311469.500000 Penalty: 3129.997070
	Iteration 7Q: 3 clusters Score -2311470 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2311868.250000 Penalty: 3129.997070
	Iteration 8Q: 3 clusters Score -2311868 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2312318.250000 Penalty: 3129.997070
	Iteration 9Q: 3 clusters Score -2312318 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2312689.750000 Penalty: 3129.997070
	Iteration 10Q: 3 clusters Score -2312690 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2313016.250000 Penalty: 3129.997070
	Iteration 11Q: 3 clusters Score -2313016 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2313347.750000 Penalty: 3129.997070
	Iteration 12Q: 3 clusters Score -2313348 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2313620.250000 Penalty: 3129.997070
	Iteration 13Q: 3 clusters Score -2313620 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2313852.500000 Penalty: 3129.997070
	Iteration 14Q: 3 clusters Score -2313852 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2314047.500000 Penalty: 3129.997070
	Iteration 15Q: 3 clusters Score -2314048 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2314201.750000 Penalty: 3129.997070
	Iteration 16Q: 3 clusters Score -2314202 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2314327.750000 Penalty: 3129.997070
	Iteration 17Q: 3 clusters Score -2314328 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2314432.250000 Penalty: 3129.997070
	Iteration 18Q: 3 clusters Score -2314432 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2314509.250000 Penalty: 3129.997070
	Iteration 19Q: 3 clusters Score -2314509 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2314547.250000 Penalty: 3129.997070
	Iteration 20F: 3 clusters Score -2314547 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2314583.500000 Penalty: 3129.997070
	Iteration 21Q: 3 clusters Score -2314584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2314607.750000 Penalty: 3129.997070
	Iteration 22Q: 3 clusters Score -2314608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2314625.500000 Penalty: 3129.997070
	Iteration 23Q: 3 clusters Score -2314626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2314638.000000 Penalty: 3129.997070
	Iteration 24Q: 3 clusters Score -2314638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2314658.500000 Penalty: 3129.997070
	Iteration 25Q: 3 clusters Score -2314658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2314681.250000 Penalty: 3129.997070
	Iteration 26Q: 3 clusters Score -2314681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2314692.000000 Penalty: 3129.997070
	Iteration 27Q: 3 clusters Score -2314692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2314702.750000 Penalty: 3129.997070
	Iteration 28Q: 3 clusters Score -2314703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2314704.000000 Penalty: 3129.997070
	Iteration 29Q: 3 clusters Score -2314704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2314706.500000 Penalty: 3129.997070
	Iteration 30Q: 3 clusters Score -2314706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2314711.500000 Penalty: 3129.997070
	Iteration 31Q: 3 clusters Score -2314712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2314711.000000 Penalty: 3129.997070
	Iteration 32Q: 3 clusters Score -2314711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2314711.250000 Penalty: 3129.997070
	Iteration 33Q: 3 clusters Score -2314711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2314709.750000 Penalty: 3129.997070
	Iteration 34Q: 3 clusters Score -2314710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2314709.750000 Penalty: 3129.997070
	Iteration 35F: 3 clusters Score -2314710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (17264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Entering Unmasked Estep 
Score: -2648175.250000 Penalty: 1585.411621
	Iteration 0F: 2 clusters Score -2648175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2636883.250000 Penalty: 3170.823242
	Iteration 0F: 3 clusters Score -2636883 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2641117.250000 Penalty: 3170.823242
	Iteration 1F: 3 clusters Score -2641117 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2641437.750000 Penalty: 3170.823242
	Iteration 2F: 3 clusters Score -2641438 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2641696.750000 Penalty: 3170.823242
	Iteration 3Q: 3 clusters Score -2641697 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2641892.500000 Penalty: 3170.823242
	Iteration 4Q: 3 clusters Score -2641892 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2642079.250000 Penalty: 3170.823242
	Iteration 5Q: 3 clusters Score -2642079 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2642199.250000 Penalty: 3170.823242
	Iteration 6Q: 3 clusters Score -2642199 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2642333.500000 Penalty: 3170.823242
	Iteration 7Q: 3 clusters Score -2642334 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2642443.250000 Penalty: 3170.823242
	Iteration 8Q: 3 clusters Score -2642443 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2642599.250000 Penalty: 3170.823242
	Iteration 9Q: 3 clusters Score -2642599 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2642783.000000 Penalty: 3170.823242
	Iteration 10Q: 3 clusters Score -2642783 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2642998.250000 Penalty: 3170.823242
	Iteration 11Q: 3 clusters Score -2642998 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2643250.500000 Penalty: 3170.823242
	Iteration 12Q: 3 clusters Score -2643250 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2643568.250000 Penalty: 3170.823242
	Iteration 13Q: 3 clusters Score -2643568 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2643871.250000 Penalty: 3170.823242
	Iteration 14Q: 3 clusters Score -2643871 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2644121.500000 Penalty: 3170.823242
	Iteration 15Q: 3 clusters Score -2644122 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2644297.250000 Penalty: 3170.823242
	Iteration 16Q: 3 clusters Score -2644297 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2644412.500000 Penalty: 3170.823242
	Iteration 17Q: 3 clusters Score -2644412 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2644454.500000 Penalty: 3170.823242
	Iteration 18Q: 3 clusters Score -2644454 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2644489.750000 Penalty: 3170.823242
	Iteration 19Q: 3 clusters Score -2644490 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2644516.250000 Penalty: 3170.823242
	Iteration 20F: 3 clusters Score -2644516 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2644538.750000 Penalty: 3170.823242
	Iteration 21Q: 3 clusters Score -2644539 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2644552.500000 Penalty: 3170.823242
	Iteration 22Q: 3 clusters Score -2644552 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2644566.250000 Penalty: 3170.823242
	Iteration 23Q: 3 clusters Score -2644566 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2644607.250000 Penalty: 3170.823242
	Iteration 24Q: 3 clusters Score -2644607 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2644635.500000 Penalty: 3170.823242
	Iteration 25Q: 3 clusters Score -2644636 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2644650.000000 Penalty: 3170.823242
	Iteration 26Q: 3 clusters Score -2644650 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2644697.250000 Penalty: 3170.823242
	Iteration 27Q: 3 clusters Score -2644697 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2644742.750000 Penalty: 3170.823242
	Iteration 28Q: 3 clusters Score -2644743 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2644788.000000 Penalty: 3170.823242
	Iteration 29Q: 3 clusters Score -2644788 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2644832.500000 Penalty: 3170.823242
	Iteration 30Q: 3 clusters Score -2644832 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2644877.500000 Penalty: 3170.823242
	Iteration 31Q: 3 clusters Score -2644878 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2644955.250000 Penalty: 3170.823242
	Iteration 32Q: 3 clusters Score -2644955 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2645048.000000 Penalty: 3170.823242
	Iteration 33Q: 3 clusters Score -2645048 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2645184.000000 Penalty: 3170.823242
	Iteration 34Q: 3 clusters Score -2645184 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2645327.000000 Penalty: 3170.823242
	Iteration 35Q: 3 clusters Score -2645327 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2645515.000000 Penalty: 3170.823242
	Iteration 36Q: 3 clusters Score -2645515 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2645728.250000 Penalty: 3170.823242
	Iteration 37Q: 3 clusters Score -2645728 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2645930.500000 Penalty: 3170.823242
	Iteration 38Q: 3 clusters Score -2645930 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2646125.500000 Penalty: 3170.823242
	Iteration 39Q: 3 clusters Score -2646126 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2646309.750000 Penalty: 3170.823242
	Iteration 40F: 3 clusters Score -2646310 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2646502.500000 Penalty: 3170.823242
	Iteration 41Q: 3 clusters Score -2646502 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2646650.500000 Penalty: 3170.823242
	Iteration 42Q: 3 clusters Score -2646650 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2646768.500000 Penalty: 3170.823242
	Iteration 43Q: 3 clusters Score -2646768 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2646861.750000 Penalty: 3170.823242
	Iteration 44Q: 3 clusters Score -2646862 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2646910.750000 Penalty: 3170.823242
	Iteration 45Q: 3 clusters Score -2646911 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2646933.750000 Penalty: 3170.823242
	Iteration 46Q: 3 clusters Score -2646934 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2646944.500000 Penalty: 3170.823242
	Iteration 47Q: 3 clusters Score -2646944 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2646952.500000 Penalty: 3170.823242
	Iteration 48Q: 3 clusters Score -2646952 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2646949.750000 Penalty: 3170.823242
	Iteration 49Q: 3 clusters Score -2646950 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2646943.500000 Penalty: 3170.823242
	Iteration 50Q: 3 clusters Score -2646944 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2646942.500000 Penalty: 3170.823242
	Iteration 51Q: 3 clusters Score -2646942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2646938.000000 Penalty: 3170.823242
	Iteration 52Q: 3 clusters Score -2646938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2646937.750000 Penalty: 3170.823242
	Iteration 53Q: 3 clusters Score -2646938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2646926.500000 Penalty: 3170.823242
	Iteration 54Q: 3 clusters Score -2646926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2646922.500000 Penalty: 3170.823242
	Iteration 55Q: 3 clusters Score -2646922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2646914.750000 Penalty: 3170.823242
	Iteration 56Q: 3 clusters Score -2646915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2646916.250000 Penalty: 3170.823242
	Iteration 57Q: 3 clusters Score -2646916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2646908.500000 Penalty: 3170.823242
	Iteration 58Q: 3 clusters Score -2646908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2646907.000000 Penalty: 3170.823242
	Iteration 59Q: 3 clusters Score -2646907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2646911.000000 Penalty: 3170.823242
	Iteration 60F: 3 clusters Score -2646911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2646907.750000 Penalty: 3170.823242
	Iteration 61Q: 3 clusters Score -2646908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2646906.750000 Penalty: 3170.823242
	Iteration 62Q: 3 clusters Score -2646907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2646907.000000 Penalty: 3170.823242
	Iteration 63Q: 3 clusters Score -2646907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2646905.500000 Penalty: 3170.823242
	Iteration 64Q: 3 clusters Score -2646906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2646898.250000 Penalty: 3170.823242
	Iteration 65Q: 3 clusters Score -2646898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2646897.000000 Penalty: 3170.823242
	Iteration 66Q: 3 clusters Score -2646897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2646890.500000 Penalty: 3170.823242
	Iteration 67Q: 3 clusters Score -2646890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2646889.000000 Penalty: 3170.823242
	Iteration 68Q: 3 clusters Score -2646889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2646889.750000 Penalty: 3170.823242
	Iteration 69Q: 3 clusters Score -2646890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2646885.750000 Penalty: 3170.823242
	Iteration 70Q: 3 clusters Score -2646886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2646890.750000 Penalty: 3170.823242
	Iteration 71Q: 3 clusters Score -2646891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2646892.500000 Penalty: 3170.823242
	Iteration 72Q: 3 clusters Score -2646892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2646889.000000 Penalty: 3170.823242
	Iteration 73Q: 3 clusters Score -2646889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2646880.250000 Penalty: 3170.823242
	Iteration 74Q: 3 clusters Score -2646880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2646878.750000 Penalty: 3170.823242
	Iteration 75Q: 3 clusters Score -2646879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2646878.500000 Penalty: 3170.823242
	Iteration 76Q: 3 clusters Score -2646878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2646879.000000 Penalty: 3170.823242
	Iteration 77Q: 3 clusters Score -2646879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2646877.250000 Penalty: 3170.823242
	Iteration 78Q: 3 clusters Score -2646877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2646878.750000 Penalty: 3170.823242
	Iteration 79Q: 3 clusters Score -2646879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2646879.500000 Penalty: 3170.823242
	Iteration 80F: 3 clusters Score -2646880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2646876.000000 Penalty: 3170.823242
	Iteration 81Q: 3 clusters Score -2646876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2646865.250000 Penalty: 3170.823242
	Iteration 82Q: 3 clusters Score -2646865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2646870.250000 Penalty: 3170.823242
	Iteration 83Q: 3 clusters Score -2646870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2646866.500000 Penalty: 3170.823242
	Iteration 84Q: 3 clusters Score -2646866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2646865.750000 Penalty: 3170.823242
	Iteration 85Q: 3 clusters Score -2646866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2646866.500000 Penalty: 3170.823242
	Iteration 86Q: 3 clusters Score -2646866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2646862.750000 Penalty: 3170.823242
	Iteration 87Q: 3 clusters Score -2646863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2646871.500000 Penalty: 3170.823242
	Iteration 88Q: 3 clusters Score -2646872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2646872.750000 Penalty: 3170.823242
	Iteration 89Q: 3 clusters Score -2646873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2646866.500000 Penalty: 3170.823242
	Iteration 90Q: 3 clusters Score -2646866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2646862.000000 Penalty: 3170.823242
	Iteration 91Q: 3 clusters Score -2646862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2646858.750000 Penalty: 3170.823242
	Iteration 92Q: 3 clusters Score -2646859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2646856.250000 Penalty: 3170.823242
	Iteration 93Q: 3 clusters Score -2646856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2646860.750000 Penalty: 3170.823242
	Iteration 94Q: 3 clusters Score -2646861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2646857.000000 Penalty: 3170.823242
	Iteration 95Q: 3 clusters Score -2646857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2646855.750000 Penalty: 3170.823242
	Iteration 96Q: 3 clusters Score -2646856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2646849.750000 Penalty: 3170.823242
	Iteration 97Q: 3 clusters Score -2646850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2646850.000000 Penalty: 3170.823242
	Iteration 98Q: 3 clusters Score -2646850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2646850.250000 Penalty: 3170.823242
	Iteration 99Q: 3 clusters Score -2646850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2646847.250000 Penalty: 3170.823242
	Iteration 100F: 3 clusters Score -2646847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2646848.250000 Penalty: 3170.823242
	Iteration 101Q: 3 clusters Score -2646848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2646849.500000 Penalty: 3170.823242
	Iteration 102Q: 3 clusters Score -2646850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2646848.500000 Penalty: 3170.823242
	Iteration 103Q: 3 clusters Score -2646848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2646848.500000 Penalty: 3170.823242
	Iteration 104F: 3 clusters Score -2646848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (20507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Entering Unmasked Estep 
Score: -3126809.000000 Penalty: 1613.384644
	Iteration 0F: 2 clusters Score -3126809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3113938.000000 Penalty: 3226.769287
	Iteration 0F: 3 clusters Score -3113938 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3119204.250000 Penalty: 3226.769287
	Iteration 1F: 3 clusters Score -3119204 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -3119551.000000 Penalty: 3226.769287
	Iteration 2Q: 3 clusters Score -3119551 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -3119896.250000 Penalty: 3226.769287
	Iteration 3Q: 3 clusters Score -3119896 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -3120232.250000 Penalty: 3226.769287
	Iteration 4Q: 3 clusters Score -3120232 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -3120526.250000 Penalty: 3226.769287
	Iteration 5Q: 3 clusters Score -3120526 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -3120803.250000 Penalty: 3226.769287
	Iteration 6Q: 3 clusters Score -3120803 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3121088.000000 Penalty: 3226.769287
	Iteration 7Q: 3 clusters Score -3121088 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -3121367.000000 Penalty: 3226.769287
	Iteration 8Q: 3 clusters Score -3121367 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -3121664.000000 Penalty: 3226.769287
	Iteration 9Q: 3 clusters Score -3121664 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -3122012.500000 Penalty: 3226.769287
	Iteration 10Q: 3 clusters Score -3122012 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -3122403.250000 Penalty: 3226.769287
	Iteration 11Q: 3 clusters Score -3122403 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -3122827.500000 Penalty: 3226.769287
	Iteration 12Q: 3 clusters Score -3122828 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3123255.750000 Penalty: 3226.769287
	Iteration 13Q: 3 clusters Score -3123256 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -3123642.250000 Penalty: 3226.769287
	Iteration 14Q: 3 clusters Score -3123642 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -3123909.750000 Penalty: 3226.769287
	Iteration 15Q: 3 clusters Score -3123910 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3124145.500000 Penalty: 3226.769287
	Iteration 16Q: 3 clusters Score -3124146 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3124318.000000 Penalty: 3226.769287
	Iteration 17Q: 3 clusters Score -3124318 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -3124453.000000 Penalty: 3226.769287
	Iteration 18Q: 3 clusters Score -3124453 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3124575.000000 Penalty: 3226.769287
	Iteration 19Q: 3 clusters Score -3124575 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3124712.750000 Penalty: 3226.769287
	Iteration 20F: 3 clusters Score -3124713 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3124823.500000 Penalty: 3226.769287
	Iteration 21Q: 3 clusters Score -3124824 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3124942.000000 Penalty: 3226.769287
	Iteration 22Q: 3 clusters Score -3124942 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3125023.750000 Penalty: 3226.769287
	Iteration 23Q: 3 clusters Score -3125024 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3125118.500000 Penalty: 3226.769287
	Iteration 24Q: 3 clusters Score -3125118 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3125207.000000 Penalty: 3226.769287
	Iteration 25Q: 3 clusters Score -3125207 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3125311.750000 Penalty: 3226.769287
	Iteration 26Q: 3 clusters Score -3125312 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3125398.250000 Penalty: 3226.769287
	Iteration 27Q: 3 clusters Score -3125398 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3125464.500000 Penalty: 3226.769287
	Iteration 28Q: 3 clusters Score -3125464 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3125524.250000 Penalty: 3226.769287
	Iteration 29Q: 3 clusters Score -3125524 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3125577.500000 Penalty: 3226.769287
	Iteration 30Q: 3 clusters Score -3125578 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3125598.750000 Penalty: 3226.769287
	Iteration 31Q: 3 clusters Score -3125599 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3125615.500000 Penalty: 3226.769287
	Iteration 32Q: 3 clusters Score -3125616 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3125624.250000 Penalty: 3226.769287
	Iteration 33Q: 3 clusters Score -3125624 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3125630.000000 Penalty: 3226.769287
	Iteration 34Q: 3 clusters Score -3125630 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3125641.750000 Penalty: 3226.769287
	Iteration 35Q: 3 clusters Score -3125642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3125658.250000 Penalty: 3226.769287
	Iteration 36Q: 3 clusters Score -3125658 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3125662.250000 Penalty: 3226.769287
	Iteration 37Q: 3 clusters Score -3125662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3125655.000000 Penalty: 3226.769287
	Iteration 38Q: 3 clusters Score -3125655 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3125670.750000 Penalty: 3226.769287
	Iteration 39Q: 3 clusters Score -3125671 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3125684.750000 Penalty: 3226.769287
	Iteration 40F: 3 clusters Score -3125685 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3125692.750000 Penalty: 3226.769287
	Iteration 41Q: 3 clusters Score -3125693 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3125692.500000 Penalty: 3226.769287
	Iteration 42Q: 3 clusters Score -3125692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3125698.250000 Penalty: 3226.769287
	Iteration 43Q: 3 clusters Score -3125698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3125701.500000 Penalty: 3226.769287
	Iteration 44Q: 3 clusters Score -3125702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3125701.750000 Penalty: 3226.769287
	Iteration 45Q: 3 clusters Score -3125702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3125707.750000 Penalty: 3226.769287
	Iteration 46Q: 3 clusters Score -3125708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3125707.250000 Penalty: 3226.769287
	Iteration 47Q: 3 clusters Score -3125707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3125697.000000 Penalty: 3226.769287
	Iteration 48Q: 3 clusters Score -3125697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3125697.750000 Penalty: 3226.769287
	Iteration 49Q: 3 clusters Score -3125698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3125696.500000 Penalty: 3226.769287
	Iteration 50Q: 3 clusters Score -3125696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3125703.500000 Penalty: 3226.769287
	Iteration 51Q: 3 clusters Score -3125704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3125709.250000 Penalty: 3226.769287
	Iteration 52Q: 3 clusters Score -3125709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3125706.500000 Penalty: 3226.769287
	Iteration 53Q: 3 clusters Score -3125706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3125708.750000 Penalty: 3226.769287
	Iteration 54Q: 3 clusters Score -3125709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3125703.000000 Penalty: 3226.769287
	Iteration 55Q: 3 clusters Score -3125703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3125707.500000 Penalty: 3226.769287
	Iteration 56Q: 3 clusters Score -3125708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3125704.750000 Penalty: 3226.769287
	Iteration 57Q: 3 clusters Score -3125705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3125701.250000 Penalty: 3226.769287
	Iteration 58Q: 3 clusters Score -3125701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3125702.000000 Penalty: 3226.769287
	Iteration 59Q: 3 clusters Score -3125702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3125699.250000 Penalty: 3226.769287
	Iteration 60F: 3 clusters Score -3125699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3125696.500000 Penalty: 3226.769287
	Iteration 61Q: 3 clusters Score -3125696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3125699.000000 Penalty: 3226.769287
	Iteration 62Q: 3 clusters Score -3125699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3125701.750000 Penalty: 3226.769287
	Iteration 63Q: 3 clusters Score -3125702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3125701.750000 Penalty: 3226.769287
	Iteration 64F: 3 clusters Score -3125702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (1067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Entering Unmasked Estep 
Score: -156487.687500 Penalty: 1133.048462
	Iteration 0F: 2 clusters Score -156487.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -154978.125000 Penalty: 2266.096924
	Iteration 0F: 3 clusters Score -154978.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -155253.140625 Penalty: 2266.096924
	Iteration 1F: 3 clusters Score -155253.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -155330.140625 Penalty: 2266.096924
	Iteration 2F: 3 clusters Score -155330.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -155353.734375 Penalty: 2266.096924
	Iteration 3Q: 3 clusters Score -155353.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -155366.562500 Penalty: 2266.096924
	Iteration 4Q: 3 clusters Score -155366.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -155372.640625 Penalty: 2266.096924
	Iteration 5Q: 3 clusters Score -155372.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -155377.078125 Penalty: 2266.096924
	Iteration 6Q: 3 clusters Score -155377.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -155379.406250 Penalty: 2266.096924
	Iteration 7Q: 3 clusters Score -155379.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -155382.703125 Penalty: 2266.096924
	Iteration 8Q: 3 clusters Score -155382.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -155383.578125 Penalty: 2266.096924
	Iteration 9Q: 3 clusters Score -155383.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -155384.578125 Penalty: 2266.096924
	Iteration 10Q: 3 clusters Score -155384.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -155386.625000 Penalty: 2266.096924
	Iteration 11Q: 3 clusters Score -155386.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -155388.031250 Penalty: 2266.096924
	Iteration 12Q: 3 clusters Score -155388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -155390.531250 Penalty: 2266.096924
	Iteration 13Q: 3 clusters Score -155390.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -155391.046875 Penalty: 2266.096924
	Iteration 14Q: 3 clusters Score -155391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -155392.046875 Penalty: 2266.096924
	Iteration 15Q: 3 clusters Score -155392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -155392.046875 Penalty: 2266.096924
	Iteration 16F: 3 clusters Score -155392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Entering Unmasked Estep 
Score: -304484.250000 Penalty: 1248.253540
	Iteration 0F: 2 clusters Score -304484.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -302300.750000 Penalty: 2496.507080
	Iteration 0F: 3 clusters Score -302300.8 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -302777.687500 Penalty: 2496.507080
	Iteration 1F: 3 clusters Score -302777.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -302917.062500 Penalty: 2496.507080
	Iteration 2F: 3 clusters Score -302917.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -303017.312500 Penalty: 2496.507080
	Iteration 3F: 3 clusters Score -303017.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -303078.875000 Penalty: 2496.507080
	Iteration 4Q: 3 clusters Score -303078.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -303124.656250 Penalty: 2496.507080
	Iteration 5Q: 3 clusters Score -303124.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -303157.062500 Penalty: 2496.507080
	Iteration 6Q: 3 clusters Score -303157.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -303171.968750 Penalty: 2496.507080
	Iteration 7Q: 3 clusters Score -303172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -303186.718750 Penalty: 2496.507080
	Iteration 8Q: 3 clusters Score -303186.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -303197.187500 Penalty: 2496.507080
	Iteration 9Q: 3 clusters Score -303197.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -303205.812500 Penalty: 2496.507080
	Iteration 10Q: 3 clusters Score -303205.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -303211.312500 Penalty: 2496.507080
	Iteration 11Q: 3 clusters Score -303211.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -303215.500000 Penalty: 2496.507080
	Iteration 12Q: 3 clusters Score -303215.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -303218.531250 Penalty: 2496.507080
	Iteration 13Q: 3 clusters Score -303218.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -303224.968750 Penalty: 2496.507080
	Iteration 14Q: 3 clusters Score -303225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -303230.562500 Penalty: 2496.507080
	Iteration 15Q: 3 clusters Score -303230.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -303233.375000 Penalty: 2496.507080
	Iteration 16Q: 3 clusters Score -303233.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -303237.656250 Penalty: 2496.507080
	Iteration 17Q: 3 clusters Score -303237.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -303243.468750 Penalty: 2496.507080
	Iteration 18Q: 3 clusters Score -303243.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -303250.281250 Penalty: 2496.507080
	Iteration 19Q: 3 clusters Score -303250.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -303255.500000 Penalty: 2496.507080
	Iteration 20F: 3 clusters Score -303255.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -303260.062500 Penalty: 2496.507080
	Iteration 21Q: 3 clusters Score -303260.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -303267.375000 Penalty: 2496.507080
	Iteration 22Q: 3 clusters Score -303267.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -303277.218750 Penalty: 2496.507080
	Iteration 23Q: 3 clusters Score -303277.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -303281.250000 Penalty: 2496.507080
	Iteration 24Q: 3 clusters Score -303281.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -303285.000000 Penalty: 2496.507080
	Iteration 25Q: 3 clusters Score -303285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -303287.406250 Penalty: 2496.507080
	Iteration 26Q: 3 clusters Score -303287.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -303289.625000 Penalty: 2496.507080
	Iteration 27Q: 3 clusters Score -303289.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -303290.375000 Penalty: 2496.507080
	Iteration 28Q: 3 clusters Score -303290.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -303291.781250 Penalty: 2496.507080
	Iteration 29Q: 3 clusters Score -303291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -303293.125000 Penalty: 2496.507080
	Iteration 30Q: 3 clusters Score -303293.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -303295.281250 Penalty: 2496.507080
	Iteration 31Q: 3 clusters Score -303295.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -303296.843750 Penalty: 2496.507080
	Iteration 32Q: 3 clusters Score -303296.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -303297.281250 Penalty: 2496.507080
	Iteration 33Q: 3 clusters Score -303297.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -303297.281250 Penalty: 2496.507080
	Iteration 34F: 3 clusters Score -303297.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (2224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Entering Unmasked Estep 
Score: -313834.281250 Penalty: 1252.397705
	Iteration 0F: 2 clusters Score -313834.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -311608.437500 Penalty: 2504.795410
	Iteration 0F: 3 clusters Score -311608.4 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -312100.750000 Penalty: 2504.795410
	Iteration 1F: 3 clusters Score -312100.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -312230.500000 Penalty: 2504.795410
	Iteration 2F: 3 clusters Score -312230.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -312322.125000 Penalty: 2504.795410
	Iteration 3F: 3 clusters Score -312322.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -312416.781250 Penalty: 2504.795410
	Iteration 4Q: 3 clusters Score -312416.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -312486.937500 Penalty: 2504.795410
	Iteration 5Q: 3 clusters Score -312486.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -312537.687500 Penalty: 2504.795410
	Iteration 6Q: 3 clusters Score -312537.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -312589.093750 Penalty: 2504.795410
	Iteration 7Q: 3 clusters Score -312589.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -312641.062500 Penalty: 2504.795410
	Iteration 8Q: 3 clusters Score -312641.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -312686.843750 Penalty: 2504.795410
	Iteration 9Q: 3 clusters Score -312686.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -312727.500000 Penalty: 2504.795410
	Iteration 10Q: 3 clusters Score -312727.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -312770.562500 Penalty: 2504.795410
	Iteration 11Q: 3 clusters Score -312770.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -312826.593750 Penalty: 2504.795410
	Iteration 12Q: 3 clusters Score -312826.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -312876.687500 Penalty: 2504.795410
	Iteration 13Q: 3 clusters Score -312876.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -312929.312500 Penalty: 2504.795410
	Iteration 14Q: 3 clusters Score -312929.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -312963.718750 Penalty: 2504.795410
	Iteration 15Q: 3 clusters Score -312963.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -312999.937500 Penalty: 2504.795410
	Iteration 16Q: 3 clusters Score -312999.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -313031.656250 Penalty: 2504.795410
	Iteration 17Q: 3 clusters Score -313031.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -313058.781250 Penalty: 2504.795410
	Iteration 18Q: 3 clusters Score -313058.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -313085.843750 Penalty: 2504.795410
	Iteration 19Q: 3 clusters Score -313085.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -313104.968750 Penalty: 2504.795410
	Iteration 20F: 3 clusters Score -313105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -313121.312500 Penalty: 2504.795410
	Iteration 21Q: 3 clusters Score -313121.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -313129.218750 Penalty: 2504.795410
	Iteration 22Q: 3 clusters Score -313129.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -313144.312500 Penalty: 2504.795410
	Iteration 23Q: 3 clusters Score -313144.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -313155.062500 Penalty: 2504.795410
	Iteration 24Q: 3 clusters Score -313155.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -313162.125000 Penalty: 2504.795410
	Iteration 25Q: 3 clusters Score -313162.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -313166.906250 Penalty: 2504.795410
	Iteration 26Q: 3 clusters Score -313166.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -313168.718750 Penalty: 2504.795410
	Iteration 27Q: 3 clusters Score -313168.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -313169.500000 Penalty: 2504.795410
	Iteration 28Q: 3 clusters Score -313169.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -313170.656250 Penalty: 2504.795410
	Iteration 29Q: 3 clusters Score -313170.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -313171.781250 Penalty: 2504.795410
	Iteration 30Q: 3 clusters Score -313171.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -313172.343750 Penalty: 2504.795410
	Iteration 31Q: 3 clusters Score -313172.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -313174.968750 Penalty: 2504.795410
	Iteration 32Q: 3 clusters Score -313175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -313176.718750 Penalty: 2504.795410
	Iteration 33Q: 3 clusters Score -313176.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -313177.718750 Penalty: 2504.795410
	Iteration 34Q: 3 clusters Score -313177.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -313177.718750 Penalty: 2504.795410
	Iteration 35F: 3 clusters Score -313177.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 29608 members 
Mstep: Class 6 contains 1530 members 
Mstep: Class 7 contains 14369 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 12 contains 23741 members 
Mstep: Class 13 contains 8086 members 
Mstep: Class 14 contains 11127 members 
Mstep: Class 15 contains 5241 members 
Mstep: Class 16 contains 19906 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 3937 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 1483 members 
Mstep: Class 21 contains 21207 members 
Mstep: Class 22 contains 4249 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10623 members 
Mstep: Class 25 contains 13579 members 
Mstep: Class 26 contains 7180 members 
Mstep: Class 27 contains 14135 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 7669 members 
Mstep: Class 30 contains 9728 members 
Mstep: Class 31 contains 3796 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 646 members 
Mstep: Class 35 contains 469 members 
Mstep: Class 36 contains 12884 members 
Mstep: Class 37 contains 604 members 
Mstep: Class 38 contains 31509 members 
Mstep: Class 39 contains 1585 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3533 members 
Mstep: Class 42 contains 3736 members 
Mstep: Class 43 contains 22100 members 
Mstep: Class 44 contains 15266 members 
Mstep: Class 45 contains 13350 members 
Mstep: Class 46 contains 3675 members 
Mstep: Class 47 contains 16135 members 
Mstep: Class 48 contains 2711 members 
Mstep: Class 49 contains 12714 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1529 members 
Mstep: Class 52 contains 1468 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 15983 members 
Mstep: Class 55 contains 3514 members 
Mstep: Class 56 contains 1278 members 
Mstep: Class 57 contains 15859 members 
Mstep: Class 58 contains 6153 members 
Mstep: Class 59 contains 4737 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1903 members 
Mstep: Class 62 contains 14845 members 
Mstep: Class 63 contains 17667 members 
Mstep: Class 64 contains 5872 members 
Mstep: Class 65 contains 1391 members 
Mstep: Class 66 contains 1817 members 
Mstep: Class 67 contains 1177 members 
Mstep: Class 68 contains 1161 members 
Mstep: Class 69 contains 19149 members 
Mstep: Class 70 contains 15226 members 
Mstep: Class 71 contains 17264 members 
Mstep: Class 72 contains 20507 members 
Mstep: Class 73 contains 1067 members 
Mstep: Class 74 contains 2168 members 
Mstep: Class 75 contains 2224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85936056.000000 Penalty: 170827.687500
Iteration 159Q: 80 clusters Score -8.593606e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 3 contains 17505 members 
Mstep: Class 4 contains 1262 members 
Mstep: Class 5 contains 29608 members 
Mstep: Class 6 contains 1560 members 
Mstep: Class 7 contains 14370 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11010 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 1630 members 
Mstep: Class 12 contains 23729 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 11124 members 
Mstep: Class 15 contains 5250 members 
Mstep: Class 16 contains 19864 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 1671 members 
Mstep: Class 20 contains 1487 members 
Mstep: Class 21 contains 21201 members 
Mstep: Class 22 contains 4251 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 10203 members 
Mstep: Class 25 contains 13538 members 
Mstep: Class 26 contains 8132 members 
Mstep: Class 27 contains 14012 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 7628 members 
Mstep: Class 30 contains 9685 members 
Mstep: Class 31 contains 3786 members 
Mstep: Class 32 contains 2054 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 1002 members 
Mstep: Class 35 contains 478 members 
Mstep: Class 36 contains 12852 members 
Mstep: Class 37 contains 604 members 
Mstep: Class 38 contains 31508 members 
Mstep: Class 39 contains 1583 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3539 members 
Mstep: Class 42 contains 3725 members 
Mstep: Class 43 contains 22147 members 
Mstep: Class 44 contains 15171 members 
Mstep: Class 45 contains 13352 members 
Mstep: Class 46 contains 3690 members 
Mstep: Class 47 contains 16239 members 
Mstep: Class 48 contains 2713 members 
Mstep: Class 49 contains 12714 members 
Mstep: Class 50 contains 775 members 
Mstep: Class 51 contains 1523 members 
Mstep: Class 52 contains 1455 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 15933 members 
Mstep: Class 55 contains 3514 members 
Mstep: Class 56 contains 1278 members 
Mstep: Class 57 contains 15809 members 
Mstep: Class 58 contains 6155 members 
Mstep: Class 59 contains 4743 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14877 members 
Mstep: Class 63 contains 17715 members 
Mstep: Class 64 contains 5876 members 
Mstep: Class 65 contains 1368 members 
Mstep: Class 66 contains 1738 members 
Mstep: Class 67 contains 1174 members 
Mstep: Class 68 contains 1161 members 
Mstep: Class 69 contains 19154 members 
Mstep: Class 70 contains 15203 members 
Mstep: Class 71 contains 17248 members 
Mstep: Class 72 contains 20486 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2168 members 
Mstep: Class 75 contains 2219 members 
Mstep: Class 76 contains 17341 members 
Mstep: Class 77 contains 1048 members 
Mstep: Class 78 contains 291 members 
Mstep: Class 79 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85937408.000000 Penalty: 170827.687500
Iteration 160F: 80 clusters Score -8.593741e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 17509 members 
Mstep: Class 4 contains 1260 members 
Mstep: Class 5 contains 29605 members 
Mstep: Class 6 contains 1561 members 
Mstep: Class 7 contains 14360 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 11013 members 
Mstep: Class 10 contains 4917 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 23739 members 
Mstep: Class 13 contains 8031 members 
Mstep: Class 14 contains 11124 members 
Mstep: Class 15 contains 5258 members 
Mstep: Class 16 contains 19815 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 3901 members 
Mstep: Class 19 contains 1681 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 21196 members 
Mstep: Class 22 contains 4179 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9870 members 
Mstep: Class 25 contains 13495 members 
Mstep: Class 26 contains 8442 members 
Mstep: Class 27 contains 13941 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 7596 members 
Mstep: Class 30 contains 9635 members 
Mstep: Class 31 contains 3785 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 1178 members 
Mstep: Class 35 contains 508 members 
Mstep: Class 36 contains 12838 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31508 members 
Mstep: Class 39 contains 1524 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3506 members 
Mstep: Class 42 contains 3718 members 
Mstep: Class 43 contains 22167 members 
Mstep: Class 44 contains 15133 members 
Mstep: Class 45 contains 13353 members 
Mstep: Class 46 contains 3701 members 
Mstep: Class 47 contains 16340 members 
Mstep: Class 48 contains 2714 members 
Mstep: Class 49 contains 12714 members 
Mstep: Class 50 contains 770 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 1432 members 
Mstep: Class 53 contains 1626 members 
Mstep: Class 54 contains 15895 members 
Mstep: Class 55 contains 3513 members 
Mstep: Class 56 contains 1279 members 
Mstep: Class 57 contains 15754 members 
Mstep: Class 58 contains 6155 members 
Mstep: Class 59 contains 4729 members 
Mstep: Class 60 contains 1171 members 
Mstep: Class 61 contains 1905 members 
Mstep: Class 62 contains 14897 members 
Mstep: Class 63 contains 17772 members 
Mstep: Class 64 contains 5879 members 
Mstep: Class 65 contains 1362 members 
Mstep: Class 66 contains 1697 members 
Mstep: Class 67 contains 1170 members 
Mstep: Class 68 contains 1163 members 
Mstep: Class 69 contains 19195 members 
Mstep: Class 70 contains 15180 members 
Mstep: Class 71 contains 17238 members 
Mstep: Class 72 contains 20468 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2168 members 
Mstep: Class 75 contains 2218 members 
Mstep: Class 76 contains 17566 members 
Mstep: Class 77 contains 1095 members 
Mstep: Class 78 contains 314 members 
Mstep: Class 79 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85938400.000000 Penalty: 170827.687500
Iteration 161Q: 80 clusters Score -8.59384e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 17495 members 
Mstep: Class 4 contains 1256 members 
Mstep: Class 5 contains 29601 members 
Mstep: Class 6 contains 1554 members 
Mstep: Class 7 contains 14357 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 9 contains 11033 members 
Mstep: Class 10 contains 4905 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 23765 members 
Mstep: Class 13 contains 8018 members 
Mstep: Class 14 contains 11124 members 
Mstep: Class 15 contains 5269 members 
Mstep: Class 16 contains 19766 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 3891 members 
Mstep: Class 19 contains 1691 members 
Mstep: Class 20 contains 1487 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 4156 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9660 members 
Mstep: Class 25 contains 13474 members 
Mstep: Class 26 contains 8550 members 
Mstep: Class 27 contains 13875 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 7558 members 
Mstep: Class 30 contains 9584 members 
Mstep: Class 31 contains 3781 members 
Mstep: Class 32 contains 2001 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 1288 members 
Mstep: Class 35 contains 511 members 
Mstep: Class 36 contains 12836 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31511 members 
Mstep: Class 39 contains 1506 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 3494 members 
Mstep: Class 42 contains 3714 members 
Mstep: Class 43 contains 22146 members 
Mstep: Class 44 contains 15140 members 
Mstep: Class 45 contains 13357 members 
Mstep: Class 46 contains 3712 members 
Mstep: Class 47 contains 16419 members 
Mstep: Class 48 contains 2716 members 
Mstep: Class 49 contains 12712 members 
Mstep: Class 50 contains 769 members 
Mstep: Class 51 contains 1519 members 
Mstep: Class 52 contains 1421 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 15859 members 
Mstep: Class 55 contains 3511 members 
Mstep: Class 56 contains 1279 members 
Mstep: Class 57 contains 15714 members 
Mstep: Class 58 contains 6152 members 
Mstep: Class 59 contains 4720 members 
Mstep: Class 60 contains 1171 members 
Mstep: Class 61 contains 1906 members 
Mstep: Class 62 contains 14920 members 
Mstep: Class 63 contains 17832 members 
Mstep: Class 64 contains 5882 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1675 members 
Mstep: Class 67 contains 1169 members 
Mstep: Class 68 contains 1161 members 
Mstep: Class 69 contains 19265 members 
Mstep: Class 70 contains 15158 members 
Mstep: Class 71 contains 17237 members 
Mstep: Class 72 contains 20458 members 
Mstep: Class 73 contains 1065 members 
Mstep: Class 74 contains 2169 members 
Mstep: Class 75 contains 2216 members 
Mstep: Class 76 contains 17752 members 
Mstep: Class 77 contains 1120 members 
Mstep: Class 78 contains 322 members 
Mstep: Class 79 contains 2243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85938864.000000 Penalty: 170827.687500
Iteration 162Q: 80 clusters Score -8.593886e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 17477 members 
Mstep: Class 4 contains 1255 members 
Mstep: Class 5 contains 29603 members 
Mstep: Class 6 contains 1546 members 
Mstep: Class 7 contains 14348 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 11049 members 
Mstep: Class 10 contains 4902 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 23739 members 
Mstep: Class 13 contains 8003 members 
Mstep: Class 14 contains 11123 members 
Mstep: Class 15 contains 5276 members 
Mstep: Class 16 contains 19715 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 3885 members 
Mstep: Class 19 contains 1700 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 21186 members 
Mstep: Class 22 contains 4150 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9515 members 
Mstep: Class 25 contains 13461 members 
Mstep: Class 26 contains 8565 members 
Mstep: Class 27 contains 13839 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 7542 members 
Mstep: Class 30 contains 9530 members 
Mstep: Class 31 contains 3780 members 
Mstep: Class 32 contains 1988 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 512 members 
Mstep: Class 36 contains 12839 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31510 members 
Mstep: Class 39 contains 1498 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3481 members 
Mstep: Class 42 contains 3710 members 
Mstep: Class 43 contains 22163 members 
Mstep: Class 44 contains 15139 members 
Mstep: Class 45 contains 13359 members 
Mstep: Class 46 contains 3724 members 
Mstep: Class 47 contains 16507 members 
Mstep: Class 48 contains 2719 members 
Mstep: Class 49 contains 12714 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 1410 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 15833 members 
Mstep: Class 55 contains 3507 members 
Mstep: Class 56 contains 1280 members 
Mstep: Class 57 contains 15666 members 
Mstep: Class 58 contains 6145 members 
Mstep: Class 59 contains 4728 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1902 members 
Mstep: Class 62 contains 14933 members 
Mstep: Class 63 contains 17885 members 
Mstep: Class 64 contains 5885 members 
Mstep: Class 65 contains 1354 members 
Mstep: Class 66 contains 1665 members 
Mstep: Class 67 contains 1166 members 
Mstep: Class 68 contains 1157 members 
Mstep: Class 69 contains 19332 members 
Mstep: Class 70 contains 15129 members 
Mstep: Class 71 contains 17247 members 
Mstep: Class 72 contains 20438 members 
Mstep: Class 73 contains 1065 members 
Mstep: Class 74 contains 2170 members 
Mstep: Class 75 contains 2216 members 
Mstep: Class 76 contains 17925 members 
Mstep: Class 77 contains 1147 members 
Mstep: Class 78 contains 326 members 
Mstep: Class 79 contains 2265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85939200.000000 Penalty: 170827.687500
Iteration 163Q: 80 clusters Score -8.59392e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 17482 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 29603 members 
Mstep: Class 6 contains 1545 members 
Mstep: Class 7 contains 14347 members 
Mstep: Class 8 contains 152 members 
Mstep: Class 9 contains 11072 members 
Mstep: Class 10 contains 4904 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 23703 members 
Mstep: Class 13 contains 7989 members 
Mstep: Class 14 contains 11121 members 
Mstep: Class 15 contains 5288 members 
Mstep: Class 16 contains 19669 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 3881 members 
Mstep: Class 19 contains 1711 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 21199 members 
Mstep: Class 22 contains 4152 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9393 members 
Mstep: Class 25 contains 13447 members 
Mstep: Class 26 contains 8535 members 
Mstep: Class 27 contains 13819 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 7515 members 
Mstep: Class 30 contains 9474 members 
Mstep: Class 31 contains 3780 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3057 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 512 members 
Mstep: Class 36 contains 12830 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31509 members 
Mstep: Class 39 contains 1498 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3477 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 22145 members 
Mstep: Class 44 contains 15142 members 
Mstep: Class 45 contains 13364 members 
Mstep: Class 46 contains 3733 members 
Mstep: Class 47 contains 16563 members 
Mstep: Class 48 contains 2719 members 
Mstep: Class 49 contains 12712 members 
Mstep: Class 50 contains 769 members 
Mstep: Class 51 contains 1521 members 
Mstep: Class 52 contains 1401 members 
Mstep: Class 53 contains 1628 members 
Mstep: Class 54 contains 15810 members 
Mstep: Class 55 contains 3508 members 
Mstep: Class 56 contains 1280 members 
Mstep: Class 57 contains 15628 members 
Mstep: Class 58 contains 6131 members 
Mstep: Class 59 contains 4728 members 
Mstep: Class 60 contains 1171 members 
Mstep: Class 61 contains 1898 members 
Mstep: Class 62 contains 14935 members 
Mstep: Class 63 contains 17940 members 
Mstep: Class 64 contains 5891 members 
Mstep: Class 65 contains 1351 members 
Mstep: Class 66 contains 1662 members 
Mstep: Class 67 contains 1166 members 
Mstep: Class 68 contains 1153 members 
Mstep: Class 69 contains 19435 members 
Mstep: Class 70 contains 15104 members 
Mstep: Class 71 contains 17272 members 
Mstep: Class 72 contains 20421 members 
Mstep: Class 73 contains 1065 members 
Mstep: Class 74 contains 2170 members 
Mstep: Class 75 contains 2214 members 
Mstep: Class 76 contains 18086 members 
Mstep: Class 77 contains 1161 members 
Mstep: Class 78 contains 326 members 
Mstep: Class 79 contains 2284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85939720.000000 Penalty: 170827.687500
Iteration 164Q: 80 clusters Score -8.593972e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 17486 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 29611 members 
Mstep: Class 6 contains 1540 members 
Mstep: Class 7 contains 14345 members 
Mstep: Class 8 contains 152 members 
Mstep: Class 9 contains 11091 members 
Mstep: Class 10 contains 4902 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 23686 members 
Mstep: Class 13 contains 7985 members 
Mstep: Class 14 contains 11118 members 
Mstep: Class 15 contains 5299 members 
Mstep: Class 16 contains 19602 members 
Mstep: Class 17 contains 1675 members 
Mstep: Class 18 contains 3882 members 
Mstep: Class 19 contains 1721 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 21208 members 
Mstep: Class 22 contains 4155 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9312 members 
Mstep: Class 25 contains 13442 members 
Mstep: Class 26 contains 8494 members 
Mstep: Class 27 contains 13776 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 9437 members 
Mstep: Class 31 contains 3777 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 3056 members 
Mstep: Class 34 contains 1415 members 
Mstep: Class 35 contains 512 members 
Mstep: Class 36 contains 12818 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31496 members 
Mstep: Class 39 contains 1497 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3479 members 
Mstep: Class 42 contains 3713 members 
Mstep: Class 43 contains 22111 members 
Mstep: Class 44 contains 15153 members 
Mstep: Class 45 contains 13370 members 
Mstep: Class 46 contains 3739 members 
Mstep: Class 47 contains 16636 members 
Mstep: Class 48 contains 2722 members 
Mstep: Class 49 contains 12711 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1520 members 
Mstep: Class 52 contains 1390 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 15789 members 
Mstep: Class 55 contains 3503 members 
Mstep: Class 56 contains 1280 members 
Mstep: Class 57 contains 15584 members 
Mstep: Class 58 contains 6124 members 
Mstep: Class 59 contains 4731 members 
Mstep: Class 60 contains 1172 members 
Mstep: Class 61 contains 1895 members 
Mstep: Class 62 contains 14935 members 
Mstep: Class 63 contains 18008 members 
Mstep: Class 64 contains 5895 members 
Mstep: Class 65 contains 1350 members 
Mstep: Class 66 contains 1663 members 
Mstep: Class 67 contains 1164 members 
Mstep: Class 68 contains 1148 members 
Mstep: Class 69 contains 19524 members 
Mstep: Class 70 contains 15091 members 
Mstep: Class 71 contains 17284 members 
Mstep: Class 72 contains 20409 members 
Mstep: Class 73 contains 1065 members 
Mstep: Class 74 contains 2171 members 
Mstep: Class 75 contains 2213 members 
Mstep: Class 76 contains 18211 members 
Mstep: Class 77 contains 1172 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940080.000000 Penalty: 170827.687500
Iteration 165Q: 80 clusters Score -8.594008e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 17485 members 
Mstep: Class 4 contains 1248 members 
Mstep: Class 5 contains 29620 members 
Mstep: Class 6 contains 1529 members 
Mstep: Class 7 contains 14345 members 
Mstep: Class 8 contains 152 members 
Mstep: Class 9 contains 11108 members 
Mstep: Class 10 contains 4904 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 23679 members 
Mstep: Class 13 contains 7976 members 
Mstep: Class 14 contains 11117 members 
Mstep: Class 15 contains 5308 members 
Mstep: Class 16 contains 19515 members 
Mstep: Class 17 contains 1671 members 
Mstep: Class 18 contains 3883 members 
Mstep: Class 19 contains 1736 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 21210 members 
Mstep: Class 22 contains 4152 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9256 members 
Mstep: Class 25 contains 13447 members 
Mstep: Class 26 contains 8455 members 
Mstep: Class 27 contains 13714 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 7472 members 
Mstep: Class 30 contains 9401 members 
Mstep: Class 31 contains 3779 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3051 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 512 members 
Mstep: Class 36 contains 12810 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31481 members 
Mstep: Class 39 contains 1503 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3473 members 
Mstep: Class 42 contains 3713 members 
Mstep: Class 43 contains 22032 members 
Mstep: Class 44 contains 15185 members 
Mstep: Class 45 contains 13375 members 
Mstep: Class 46 contains 3744 members 
Mstep: Class 47 contains 16706 members 
Mstep: Class 48 contains 2724 members 
Mstep: Class 49 contains 12711 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1527 members 
Mstep: Class 52 contains 1382 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 15767 members 
Mstep: Class 55 contains 3502 members 
Mstep: Class 56 contains 1280 members 
Mstep: Class 57 contains 15537 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1175 members 
Mstep: Class 61 contains 1889 members 
Mstep: Class 62 contains 14944 members 
Mstep: Class 63 contains 18090 members 
Mstep: Class 64 contains 5896 members 
Mstep: Class 65 contains 1349 members 
Mstep: Class 66 contains 1659 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1144 members 
Mstep: Class 69 contains 19647 members 
Mstep: Class 70 contains 15081 members 
Mstep: Class 71 contains 17302 members 
Mstep: Class 72 contains 20387 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2172 members 
Mstep: Class 75 contains 2216 members 
Mstep: Class 76 contains 18331 members 
Mstep: Class 77 contains 1178 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940048.000000 Penalty: 170827.687500
Iteration 166Q: 80 clusters Score -8.594005e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 17487 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 29631 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 14345 members 
Mstep: Class 8 contains 152 members 
Mstep: Class 9 contains 11112 members 
Mstep: Class 10 contains 4905 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 23684 members 
Mstep: Class 13 contains 7972 members 
Mstep: Class 14 contains 11119 members 
Mstep: Class 15 contains 5315 members 
Mstep: Class 16 contains 19428 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 3884 members 
Mstep: Class 19 contains 1755 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 21214 members 
Mstep: Class 22 contains 4150 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9219 members 
Mstep: Class 25 contains 13441 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 13672 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 7451 members 
Mstep: Class 30 contains 9360 members 
Mstep: Class 31 contains 3779 members 
Mstep: Class 32 contains 1985 members 
Mstep: Class 33 contains 3050 members 
Mstep: Class 34 contains 1451 members 
Mstep: Class 35 contains 512 members 
Mstep: Class 36 contains 12797 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31463 members 
Mstep: Class 39 contains 1506 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3469 members 
Mstep: Class 42 contains 3711 members 
Mstep: Class 43 contains 21966 members 
Mstep: Class 44 contains 15199 members 
Mstep: Class 45 contains 13382 members 
Mstep: Class 46 contains 3751 members 
Mstep: Class 47 contains 16768 members 
Mstep: Class 48 contains 2727 members 
Mstep: Class 49 contains 12709 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1535 members 
Mstep: Class 52 contains 1377 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 15750 members 
Mstep: Class 55 contains 3505 members 
Mstep: Class 56 contains 1280 members 
Mstep: Class 57 contains 15504 members 
Mstep: Class 58 contains 6108 members 
Mstep: Class 59 contains 4729 members 
Mstep: Class 60 contains 1175 members 
Mstep: Class 61 contains 1885 members 
Mstep: Class 62 contains 14952 members 
Mstep: Class 63 contains 18169 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1350 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 19756 members 
Mstep: Class 70 contains 15070 members 
Mstep: Class 71 contains 17323 members 
Mstep: Class 72 contains 20362 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2172 members 
Mstep: Class 75 contains 2218 members 
Mstep: Class 76 contains 18429 members 
Mstep: Class 77 contains 1182 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940208.000000 Penalty: 170827.687500
Iteration 167Q: 80 clusters Score -8.594021e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 17505 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 29641 members 
Mstep: Class 6 contains 1521 members 
Mstep: Class 7 contains 14346 members 
Mstep: Class 8 contains 152 members 
Mstep: Class 9 contains 11120 members 
Mstep: Class 10 contains 4906 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 23685 members 
Mstep: Class 13 contains 7969 members 
Mstep: Class 14 contains 11117 members 
Mstep: Class 15 contains 5321 members 
Mstep: Class 16 contains 19349 members 
Mstep: Class 17 contains 1666 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 1771 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 21225 members 
Mstep: Class 22 contains 4144 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9184 members 
Mstep: Class 25 contains 13438 members 
Mstep: Class 26 contains 8363 members 
Mstep: Class 27 contains 13640 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 7434 members 
Mstep: Class 30 contains 9317 members 
Mstep: Class 31 contains 3776 members 
Mstep: Class 32 contains 1985 members 
Mstep: Class 33 contains 3047 members 
Mstep: Class 34 contains 1468 members 
Mstep: Class 35 contains 512 members 
Mstep: Class 36 contains 12795 members 
Mstep: Class 37 contains 604 members 
Mstep: Class 38 contains 31451 members 
Mstep: Class 39 contains 1511 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3470 members 
Mstep: Class 42 contains 3712 members 
Mstep: Class 43 contains 21895 members 
Mstep: Class 44 contains 15206 members 
Mstep: Class 45 contains 13388 members 
Mstep: Class 46 contains 3757 members 
Mstep: Class 47 contains 16810 members 
Mstep: Class 48 contains 2729 members 
Mstep: Class 49 contains 12708 members 
Mstep: Class 50 contains 766 members 
Mstep: Class 51 contains 1537 members 
Mstep: Class 52 contains 1372 members 
Mstep: Class 53 contains 1628 members 
Mstep: Class 54 contains 15723 members 
Mstep: Class 55 contains 3509 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15477 members 
Mstep: Class 58 contains 6105 members 
Mstep: Class 59 contains 4733 members 
Mstep: Class 60 contains 1175 members 
Mstep: Class 61 contains 1883 members 
Mstep: Class 62 contains 14952 members 
Mstep: Class 63 contains 18246 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1350 members 
Mstep: Class 66 contains 1659 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1135 members 
Mstep: Class 69 contains 19859 members 
Mstep: Class 70 contains 15059 members 
Mstep: Class 71 contains 17346 members 
Mstep: Class 72 contains 20347 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2173 members 
Mstep: Class 75 contains 2220 members 
Mstep: Class 76 contains 18512 members 
Mstep: Class 77 contains 1187 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940416.000000 Penalty: 170827.687500
Iteration 168Q: 80 clusters Score -8.594042e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 17513 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 29644 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 14347 members 
Mstep: Class 8 contains 152 members 
Mstep: Class 9 contains 11131 members 
Mstep: Class 10 contains 4909 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 23658 members 
Mstep: Class 13 contains 7970 members 
Mstep: Class 14 contains 11120 members 
Mstep: Class 15 contains 5331 members 
Mstep: Class 16 contains 19264 members 
Mstep: Class 17 contains 1664 members 
Mstep: Class 18 contains 3880 members 
Mstep: Class 19 contains 1791 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 21225 members 
Mstep: Class 22 contains 4142 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9161 members 
Mstep: Class 25 contains 13428 members 
Mstep: Class 26 contains 8326 members 
Mstep: Class 27 contains 13615 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 7418 members 
Mstep: Class 30 contains 9283 members 
Mstep: Class 31 contains 3777 members 
Mstep: Class 32 contains 1985 members 
Mstep: Class 33 contains 3041 members 
Mstep: Class 34 contains 1486 members 
Mstep: Class 35 contains 512 members 
Mstep: Class 36 contains 12794 members 
Mstep: Class 37 contains 604 members 
Mstep: Class 38 contains 31448 members 
Mstep: Class 39 contains 1509 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3466 members 
Mstep: Class 42 contains 3714 members 
Mstep: Class 43 contains 21835 members 
Mstep: Class 44 contains 15217 members 
Mstep: Class 45 contains 13390 members 
Mstep: Class 46 contains 3761 members 
Mstep: Class 47 contains 16850 members 
Mstep: Class 48 contains 2731 members 
Mstep: Class 49 contains 12703 members 
Mstep: Class 50 contains 765 members 
Mstep: Class 51 contains 1538 members 
Mstep: Class 52 contains 1369 members 
Mstep: Class 53 contains 1629 members 
Mstep: Class 54 contains 15695 members 
Mstep: Class 55 contains 3511 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15457 members 
Mstep: Class 58 contains 6101 members 
Mstep: Class 59 contains 4733 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1888 members 
Mstep: Class 62 contains 14947 members 
Mstep: Class 63 contains 18334 members 
Mstep: Class 64 contains 5895 members 
Mstep: Class 65 contains 1348 members 
Mstep: Class 66 contains 1663 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1137 members 
Mstep: Class 69 contains 19965 members 
Mstep: Class 70 contains 15048 members 
Mstep: Class 71 contains 17357 members 
Mstep: Class 72 contains 20344 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2174 members 
Mstep: Class 75 contains 2223 members 
Mstep: Class 76 contains 18581 members 
Mstep: Class 77 contains 1190 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940536.000000 Penalty: 170827.687500
Iteration 169Q: 80 clusters Score -8.594054e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 17522 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 29647 members 
Mstep: Class 6 contains 1489 members 
Mstep: Class 7 contains 14347 members 
Mstep: Class 8 contains 152 members 
Mstep: Class 9 contains 11139 members 
Mstep: Class 10 contains 4905 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 23644 members 
Mstep: Class 13 contains 7972 members 
Mstep: Class 14 contains 11119 members 
Mstep: Class 15 contains 5341 members 
Mstep: Class 16 contains 19183 members 
Mstep: Class 17 contains 1662 members 
Mstep: Class 18 contains 3877 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 1489 members 
Mstep: Class 21 contains 21219 members 
Mstep: Class 22 contains 4140 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9151 members 
Mstep: Class 25 contains 13415 members 
Mstep: Class 26 contains 8281 members 
Mstep: Class 27 contains 13580 members 
Mstep: Class 28 contains 1651 members 
Mstep: Class 29 contains 7410 members 
Mstep: Class 30 contains 9248 members 
Mstep: Class 31 contains 3778 members 
Mstep: Class 32 contains 1988 members 
Mstep: Class 33 contains 3040 members 
Mstep: Class 34 contains 1504 members 
Mstep: Class 35 contains 512 members 
Mstep: Class 36 contains 12794 members 
Mstep: Class 37 contains 604 members 
Mstep: Class 38 contains 31440 members 
Mstep: Class 39 contains 1513 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3459 members 
Mstep: Class 42 contains 3717 members 
Mstep: Class 43 contains 21777 members 
Mstep: Class 44 contains 15234 members 
Mstep: Class 45 contains 13395 members 
Mstep: Class 46 contains 3765 members 
Mstep: Class 47 contains 16895 members 
Mstep: Class 48 contains 2735 members 
Mstep: Class 49 contains 12705 members 
Mstep: Class 50 contains 766 members 
Mstep: Class 51 contains 1538 members 
Mstep: Class 52 contains 1365 members 
Mstep: Class 53 contains 1629 members 
Mstep: Class 54 contains 15657 members 
Mstep: Class 55 contains 3512 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15433 members 
Mstep: Class 58 contains 6097 members 
Mstep: Class 59 contains 4731 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1888 members 
Mstep: Class 62 contains 14942 members 
Mstep: Class 63 contains 18419 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1347 members 
Mstep: Class 66 contains 1663 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1138 members 
Mstep: Class 69 contains 20076 members 
Mstep: Class 70 contains 15039 members 
Mstep: Class 71 contains 17360 members 
Mstep: Class 72 contains 20345 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2176 members 
Mstep: Class 75 contains 2229 members 
Mstep: Class 76 contains 18646 members 
Mstep: Class 77 contains 1195 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940816.000000 Penalty: 170827.687500
Iteration 170Q: 80 clusters Score -8.594082e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 17523 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 29651 members 
Mstep: Class 6 contains 1484 members 
Mstep: Class 7 contains 14346 members 
Mstep: Class 8 contains 152 members 
Mstep: Class 9 contains 11146 members 
Mstep: Class 10 contains 4902 members 
Mstep: Class 11 contains 1629 members 
Mstep: Class 12 contains 23637 members 
Mstep: Class 13 contains 7977 members 
Mstep: Class 14 contains 11119 members 
Mstep: Class 15 contains 5343 members 
Mstep: Class 16 contains 19114 members 
Mstep: Class 17 contains 1660 members 
Mstep: Class 18 contains 3876 members 
Mstep: Class 19 contains 1820 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 21212 members 
Mstep: Class 22 contains 4145 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9136 members 
Mstep: Class 25 contains 13410 members 
Mstep: Class 26 contains 8229 members 
Mstep: Class 27 contains 13552 members 
Mstep: Class 28 contains 1651 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 9210 members 
Mstep: Class 31 contains 3779 members 
Mstep: Class 32 contains 1986 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 1521 members 
Mstep: Class 35 contains 512 members 
Mstep: Class 36 contains 12796 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31436 members 
Mstep: Class 39 contains 1501 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3459 members 
Mstep: Class 42 contains 3720 members 
Mstep: Class 43 contains 21720 members 
Mstep: Class 44 contains 15259 members 
Mstep: Class 45 contains 13395 members 
Mstep: Class 46 contains 3773 members 
Mstep: Class 47 contains 16950 members 
Mstep: Class 48 contains 2739 members 
Mstep: Class 49 contains 12704 members 
Mstep: Class 50 contains 769 members 
Mstep: Class 51 contains 1536 members 
Mstep: Class 52 contains 1363 members 
Mstep: Class 53 contains 1629 members 
Mstep: Class 54 contains 15619 members 
Mstep: Class 55 contains 3509 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15400 members 
Mstep: Class 58 contains 6092 members 
Mstep: Class 59 contains 4729 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1889 members 
Mstep: Class 62 contains 14946 members 
Mstep: Class 63 contains 18505 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1346 members 
Mstep: Class 66 contains 1662 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20167 members 
Mstep: Class 70 contains 15027 members 
Mstep: Class 71 contains 17356 members 
Mstep: Class 72 contains 20345 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2180 members 
Mstep: Class 75 contains 2233 members 
Mstep: Class 76 contains 18708 members 
Mstep: Class 77 contains 1196 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940912.000000 Penalty: 170827.687500
Iteration 171Q: 80 clusters Score -8.594091e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1417 members 
Mstep: Class 3 contains 17522 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 29652 members 
Mstep: Class 6 contains 1484 members 
Mstep: Class 7 contains 14346 members 
Mstep: Class 8 contains 152 members 
Mstep: Class 9 contains 11153 members 
Mstep: Class 10 contains 4899 members 
Mstep: Class 11 contains 1630 members 
Mstep: Class 12 contains 23608 members 
Mstep: Class 13 contains 7983 members 
Mstep: Class 14 contains 11117 members 
Mstep: Class 15 contains 5346 members 
Mstep: Class 16 contains 19033 members 
Mstep: Class 17 contains 1661 members 
Mstep: Class 18 contains 3879 members 
Mstep: Class 19 contains 1832 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 21201 members 
Mstep: Class 22 contains 4142 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9122 members 
Mstep: Class 25 contains 13402 members 
Mstep: Class 26 contains 8183 members 
Mstep: Class 27 contains 13526 members 
Mstep: Class 28 contains 1651 members 
Mstep: Class 29 contains 7405 members 
Mstep: Class 30 contains 9175 members 
Mstep: Class 31 contains 3775 members 
Mstep: Class 32 contains 1985 members 
Mstep: Class 33 contains 3042 members 
Mstep: Class 34 contains 1539 members 
Mstep: Class 35 contains 512 members 
Mstep: Class 36 contains 12805 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31436 members 
Mstep: Class 39 contains 1489 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3456 members 
Mstep: Class 42 contains 3720 members 
Mstep: Class 43 contains 21676 members 
Mstep: Class 44 contains 15279 members 
Mstep: Class 45 contains 13395 members 
Mstep: Class 46 contains 3780 members 
Mstep: Class 47 contains 16985 members 
Mstep: Class 48 contains 2740 members 
Mstep: Class 49 contains 12699 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1538 members 
Mstep: Class 52 contains 1363 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 15587 members 
Mstep: Class 55 contains 3508 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15375 members 
Mstep: Class 58 contains 6092 members 
Mstep: Class 59 contains 4728 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1892 members 
Mstep: Class 62 contains 14952 members 
Mstep: Class 63 contains 18597 members 
Mstep: Class 64 contains 5896 members 
Mstep: Class 65 contains 1346 members 
Mstep: Class 66 contains 1662 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20264 members 
Mstep: Class 70 contains 15020 members 
Mstep: Class 71 contains 17371 members 
Mstep: Class 72 contains 20341 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2180 members 
Mstep: Class 75 contains 2236 members 
Mstep: Class 76 contains 18768 members 
Mstep: Class 77 contains 1199 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940928.000000 Penalty: 170827.687500
Iteration 172Q: 80 clusters Score -8.594093e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1415 members 
Mstep: Class 3 contains 17516 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 29652 members 
Mstep: Class 6 contains 1477 members 
Mstep: Class 7 contains 14346 members 
Mstep: Class 8 contains 152 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 4892 members 
Mstep: Class 11 contains 1629 members 
Mstep: Class 12 contains 23566 members 
Mstep: Class 13 contains 7983 members 
Mstep: Class 14 contains 11117 members 
Mstep: Class 15 contains 5349 members 
Mstep: Class 16 contains 18953 members 
Mstep: Class 17 contains 1661 members 
Mstep: Class 18 contains 3879 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 21184 members 
Mstep: Class 22 contains 4144 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9112 members 
Mstep: Class 25 contains 13400 members 
Mstep: Class 26 contains 8140 members 
Mstep: Class 27 contains 13506 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 7402 members 
Mstep: Class 30 contains 9139 members 
Mstep: Class 31 contains 3774 members 
Mstep: Class 32 contains 1988 members 
Mstep: Class 33 contains 3038 members 
Mstep: Class 34 contains 1548 members 
Mstep: Class 35 contains 512 members 
Mstep: Class 36 contains 12813 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31436 members 
Mstep: Class 39 contains 1490 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3454 members 
Mstep: Class 42 contains 3720 members 
Mstep: Class 43 contains 21669 members 
Mstep: Class 44 contains 15291 members 
Mstep: Class 45 contains 13393 members 
Mstep: Class 46 contains 3787 members 
Mstep: Class 47 contains 17018 members 
Mstep: Class 48 contains 2740 members 
Mstep: Class 49 contains 12699 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1540 members 
Mstep: Class 52 contains 1363 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 15551 members 
Mstep: Class 55 contains 3511 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15358 members 
Mstep: Class 58 contains 6092 members 
Mstep: Class 59 contains 4724 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1896 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 18674 members 
Mstep: Class 64 contains 5896 members 
Mstep: Class 65 contains 1347 members 
Mstep: Class 66 contains 1659 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1136 members 
Mstep: Class 69 contains 20352 members 
Mstep: Class 70 contains 15012 members 
Mstep: Class 71 contains 17392 members 
Mstep: Class 72 contains 20343 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2180 members 
Mstep: Class 75 contains 2237 members 
Mstep: Class 76 contains 18820 members 
Mstep: Class 77 contains 1200 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940896.000000 Penalty: 170827.687500
Iteration 173Q: 80 clusters Score -8.59409e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1415 members 
Mstep: Class 3 contains 17506 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 29652 members 
Mstep: Class 6 contains 1468 members 
Mstep: Class 7 contains 14348 members 
Mstep: Class 8 contains 152 members 
Mstep: Class 9 contains 11165 members 
Mstep: Class 10 contains 4885 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 23537 members 
Mstep: Class 13 contains 7984 members 
Mstep: Class 14 contains 11118 members 
Mstep: Class 15 contains 5350 members 
Mstep: Class 16 contains 18887 members 
Mstep: Class 17 contains 1659 members 
Mstep: Class 18 contains 3884 members 
Mstep: Class 19 contains 1853 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 21175 members 
Mstep: Class 22 contains 4144 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9099 members 
Mstep: Class 25 contains 13400 members 
Mstep: Class 26 contains 8115 members 
Mstep: Class 27 contains 13484 members 
Mstep: Class 28 contains 1653 members 
Mstep: Class 29 contains 7400 members 
Mstep: Class 30 contains 9097 members 
Mstep: Class 31 contains 3774 members 
Mstep: Class 32 contains 1992 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1554 members 
Mstep: Class 35 contains 512 members 
Mstep: Class 36 contains 12821 members 
Mstep: Class 37 contains 606 members 
Mstep: Class 38 contains 31436 members 
Mstep: Class 39 contains 1488 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3455 members 
Mstep: Class 42 contains 3721 members 
Mstep: Class 43 contains 21625 members 
Mstep: Class 44 contains 15311 members 
Mstep: Class 45 contains 13393 members 
Mstep: Class 46 contains 3791 members 
Mstep: Class 47 contains 17049 members 
Mstep: Class 48 contains 2740 members 
Mstep: Class 49 contains 12697 members 
Mstep: Class 50 contains 773 members 
Mstep: Class 51 contains 1543 members 
Mstep: Class 52 contains 1362 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 15528 members 
Mstep: Class 55 contains 3513 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15344 members 
Mstep: Class 58 contains 6092 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1903 members 
Mstep: Class 62 contains 14978 members 
Mstep: Class 63 contains 18729 members 
Mstep: Class 64 contains 5896 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1659 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1135 members 
Mstep: Class 69 contains 20446 members 
Mstep: Class 70 contains 15005 members 
Mstep: Class 71 contains 17425 members 
Mstep: Class 72 contains 20336 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2181 members 
Mstep: Class 75 contains 2237 members 
Mstep: Class 76 contains 18858 members 
Mstep: Class 77 contains 1201 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940896.000000 Penalty: 170827.687500
Iteration 174Q: 80 clusters Score -8.59409e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 17508 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 29650 members 
Mstep: Class 6 contains 1471 members 
Mstep: Class 7 contains 14348 members 
Mstep: Class 8 contains 152 members 
Mstep: Class 9 contains 11173 members 
Mstep: Class 10 contains 4881 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 12 contains 23513 members 
Mstep: Class 13 contains 7984 members 
Mstep: Class 14 contains 11118 members 
Mstep: Class 15 contains 5350 members 
Mstep: Class 16 contains 18823 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 3884 members 
Mstep: Class 19 contains 1857 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 21169 members 
Mstep: Class 22 contains 4141 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9085 members 
Mstep: Class 25 contains 13391 members 
Mstep: Class 26 contains 8082 members 
Mstep: Class 27 contains 13448 members 
Mstep: Class 28 contains 1653 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 9067 members 
Mstep: Class 31 contains 3774 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 3036 members 
Mstep: Class 34 contains 1559 members 
Mstep: Class 35 contains 512 members 
Mstep: Class 36 contains 12825 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 31436 members 
Mstep: Class 39 contains 1481 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3456 members 
Mstep: Class 42 contains 3719 members 
Mstep: Class 43 contains 21620 members 
Mstep: Class 44 contains 15320 members 
Mstep: Class 45 contains 13394 members 
Mstep: Class 46 contains 3798 members 
Mstep: Class 47 contains 17076 members 
Mstep: Class 48 contains 2741 members 
Mstep: Class 49 contains 12697 members 
Mstep: Class 50 contains 773 members 
Mstep: Class 51 contains 1544 members 
Mstep: Class 52 contains 1359 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 15502 members 
Mstep: Class 55 contains 3518 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15330 members 
Mstep: Class 58 contains 6091 members 
Mstep: Class 59 contains 4720 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1908 members 
Mstep: Class 62 contains 14985 members 
Mstep: Class 63 contains 18773 members 
Mstep: Class 64 contains 5895 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1136 members 
Mstep: Class 69 contains 20520 members 
Mstep: Class 70 contains 14995 members 
Mstep: Class 71 contains 17455 members 
Mstep: Class 72 contains 20335 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2182 members 
Mstep: Class 75 contains 2237 members 
Mstep: Class 76 contains 18902 members 
Mstep: Class 77 contains 1202 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940720.000000 Penalty: 170827.687500
Iteration 175Q: 80 clusters Score -8.594072e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1415 members 
Mstep: Class 3 contains 17517 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 29652 members 
Mstep: Class 6 contains 1477 members 
Mstep: Class 7 contains 14349 members 
Mstep: Class 8 contains 152 members 
Mstep: Class 9 contains 11178 members 
Mstep: Class 10 contains 4879 members 
Mstep: Class 11 contains 1632 members 
Mstep: Class 12 contains 23484 members 
Mstep: Class 13 contains 7984 members 
Mstep: Class 14 contains 11118 members 
Mstep: Class 15 contains 5352 members 
Mstep: Class 16 contains 18773 members 
Mstep: Class 17 contains 1656 members 
Mstep: Class 18 contains 3882 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 21157 members 
Mstep: Class 22 contains 4143 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 13384 members 
Mstep: Class 26 contains 8065 members 
Mstep: Class 27 contains 13419 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 7412 members 
Mstep: Class 30 contains 9031 members 
Mstep: Class 31 contains 3776 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 512 members 
Mstep: Class 36 contains 12830 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 31433 members 
Mstep: Class 39 contains 1477 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3458 members 
Mstep: Class 42 contains 3720 members 
Mstep: Class 43 contains 21616 members 
Mstep: Class 44 contains 15318 members 
Mstep: Class 45 contains 13395 members 
Mstep: Class 46 contains 3810 members 
Mstep: Class 47 contains 17106 members 
Mstep: Class 48 contains 2740 members 
Mstep: Class 49 contains 12698 members 
Mstep: Class 50 contains 774 members 
Mstep: Class 51 contains 1545 members 
Mstep: Class 52 contains 1359 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 15475 members 
Mstep: Class 55 contains 3519 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15317 members 
Mstep: Class 58 contains 6089 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1908 members 
Mstep: Class 62 contains 14980 members 
Mstep: Class 63 contains 18798 members 
Mstep: Class 64 contains 5896 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1654 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1137 members 
Mstep: Class 69 contains 20586 members 
Mstep: Class 70 contains 14986 members 
Mstep: Class 71 contains 17500 members 
Mstep: Class 72 contains 20340 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2183 members 
Mstep: Class 75 contains 2237 members 
Mstep: Class 76 contains 18931 members 
Mstep: Class 77 contains 1203 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940680.000000 Penalty: 170827.687500
Iteration 176Q: 80 clusters Score -8.594068e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1415 members 
Mstep: Class 3 contains 17533 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 29653 members 
Mstep: Class 6 contains 1482 members 
Mstep: Class 7 contains 14349 members 
Mstep: Class 8 contains 152 members 
Mstep: Class 9 contains 11185 members 
Mstep: Class 10 contains 4879 members 
Mstep: Class 11 contains 1633 members 
Mstep: Class 12 contains 23466 members 
Mstep: Class 13 contains 7990 members 
Mstep: Class 14 contains 11118 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 18708 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 3883 members 
Mstep: Class 19 contains 1856 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 21144 members 
Mstep: Class 22 contains 4144 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9060 members 
Mstep: Class 25 contains 13385 members 
Mstep: Class 26 contains 8057 members 
Mstep: Class 27 contains 13400 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 7413 members 
Mstep: Class 30 contains 8995 members 
Mstep: Class 31 contains 3775 members 
Mstep: Class 32 contains 1992 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1564 members 
Mstep: Class 35 contains 512 members 
Mstep: Class 36 contains 12828 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 31432 members 
Mstep: Class 39 contains 1474 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3457 members 
Mstep: Class 42 contains 3720 members 
Mstep: Class 43 contains 21623 members 
Mstep: Class 44 contains 15306 members 
Mstep: Class 45 contains 13396 members 
Mstep: Class 46 contains 3826 members 
Mstep: Class 47 contains 17154 members 
Mstep: Class 48 contains 2742 members 
Mstep: Class 49 contains 12700 members 
Mstep: Class 50 contains 776 members 
Mstep: Class 51 contains 1548 members 
Mstep: Class 52 contains 1356 members 
Mstep: Class 53 contains 1628 members 
Mstep: Class 54 contains 15433 members 
Mstep: Class 55 contains 3519 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15297 members 
Mstep: Class 58 contains 6089 members 
Mstep: Class 59 contains 4724 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1909 members 
Mstep: Class 62 contains 14983 members 
Mstep: Class 63 contains 18845 members 
Mstep: Class 64 contains 5899 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1136 members 
Mstep: Class 69 contains 20633 members 
Mstep: Class 70 contains 14966 members 
Mstep: Class 71 contains 17523 members 
Mstep: Class 72 contains 20346 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2183 members 
Mstep: Class 75 contains 2237 members 
Mstep: Class 76 contains 18956 members 
Mstep: Class 77 contains 1204 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940608.000000 Penalty: 170827.687500
Iteration 177Q: 80 clusters Score -8.594061e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1415 members 
Mstep: Class 3 contains 17537 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 29653 members 
Mstep: Class 6 contains 1482 members 
Mstep: Class 7 contains 14349 members 
Mstep: Class 8 contains 152 members 
Mstep: Class 9 contains 11185 members 
Mstep: Class 10 contains 4874 members 
Mstep: Class 11 contains 1634 members 
Mstep: Class 12 contains 23453 members 
Mstep: Class 13 contains 7997 members 
Mstep: Class 14 contains 11119 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 18669 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 3883 members 
Mstep: Class 19 contains 1855 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 21133 members 
Mstep: Class 22 contains 4147 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9052 members 
Mstep: Class 25 contains 13382 members 
Mstep: Class 26 contains 8050 members 
Mstep: Class 27 contains 13363 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 7415 members 
Mstep: Class 30 contains 8955 members 
Mstep: Class 31 contains 3776 members 
Mstep: Class 32 contains 1991 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1568 members 
Mstep: Class 35 contains 512 members 
Mstep: Class 36 contains 12833 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 31430 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3458 members 
Mstep: Class 42 contains 3718 members 
Mstep: Class 43 contains 21634 members 
Mstep: Class 44 contains 15320 members 
Mstep: Class 45 contains 13396 members 
Mstep: Class 46 contains 3838 members 
Mstep: Class 47 contains 17201 members 
Mstep: Class 48 contains 2741 members 
Mstep: Class 49 contains 12700 members 
Mstep: Class 50 contains 776 members 
Mstep: Class 51 contains 1544 members 
Mstep: Class 52 contains 1356 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 15386 members 
Mstep: Class 55 contains 3518 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15276 members 
Mstep: Class 58 contains 6088 members 
Mstep: Class 59 contains 4728 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1910 members 
Mstep: Class 62 contains 14987 members 
Mstep: Class 63 contains 18864 members 
Mstep: Class 64 contains 5903 members 
Mstep: Class 65 contains 1344 members 
Mstep: Class 66 contains 1653 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1135 members 
Mstep: Class 69 contains 20679 members 
Mstep: Class 70 contains 14953 members 
Mstep: Class 71 contains 17558 members 
Mstep: Class 72 contains 20356 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2185 members 
Mstep: Class 75 contains 2237 members 
Mstep: Class 76 contains 18978 members 
Mstep: Class 77 contains 1205 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940568.000000 Penalty: 170827.687500
Iteration 178Q: 80 clusters Score -8.594057e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1415 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 29655 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 14349 members 
Mstep: Class 8 contains 153 members 
Mstep: Class 9 contains 11186 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 1633 members 
Mstep: Class 12 contains 23461 members 
Mstep: Class 13 contains 7995 members 
Mstep: Class 14 contains 11120 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 18616 members 
Mstep: Class 17 contains 1657 members 
Mstep: Class 18 contains 3883 members 
Mstep: Class 19 contains 1855 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 21125 members 
Mstep: Class 22 contains 4148 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9040 members 
Mstep: Class 25 contains 13384 members 
Mstep: Class 26 contains 8037 members 
Mstep: Class 27 contains 13332 members 
Mstep: Class 28 contains 1655 members 
Mstep: Class 29 contains 7412 members 
Mstep: Class 30 contains 8918 members 
Mstep: Class 31 contains 3777 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1576 members 
Mstep: Class 35 contains 512 members 
Mstep: Class 36 contains 12841 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 31426 members 
Mstep: Class 39 contains 1474 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3456 members 
Mstep: Class 42 contains 3712 members 
Mstep: Class 43 contains 21613 members 
Mstep: Class 44 contains 15334 members 
Mstep: Class 45 contains 13396 members 
Mstep: Class 46 contains 3847 members 
Mstep: Class 47 contains 17237 members 
Mstep: Class 48 contains 2741 members 
Mstep: Class 49 contains 12702 members 
Mstep: Class 50 contains 775 members 
Mstep: Class 51 contains 1546 members 
Mstep: Class 52 contains 1355 members 
Mstep: Class 53 contains 1626 members 
Mstep: Class 54 contains 15345 members 
Mstep: Class 55 contains 3518 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15257 members 
Mstep: Class 58 contains 6088 members 
Mstep: Class 59 contains 4727 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1910 members 
Mstep: Class 62 contains 14993 members 
Mstep: Class 63 contains 18909 members 
Mstep: Class 64 contains 5904 members 
Mstep: Class 65 contains 1342 members 
Mstep: Class 66 contains 1652 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1135 members 
Mstep: Class 69 contains 20731 members 
Mstep: Class 70 contains 14940 members 
Mstep: Class 71 contains 17584 members 
Mstep: Class 72 contains 20359 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2187 members 
Mstep: Class 75 contains 2237 members 
Mstep: Class 76 contains 19000 members 
Mstep: Class 77 contains 1207 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940640.000000 Penalty: 170827.687500
Iteration 179Q: 80 clusters Score -8.594064e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 17559 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 29656 members 
Mstep: Class 6 contains 1486 members 
Mstep: Class 7 contains 14348 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 11185 members 
Mstep: Class 10 contains 4866 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 23445 members 
Mstep: Class 13 contains 7995 members 
Mstep: Class 14 contains 11119 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 18566 members 
Mstep: Class 17 contains 1657 members 
Mstep: Class 18 contains 3883 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 21115 members 
Mstep: Class 22 contains 4151 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9036 members 
Mstep: Class 25 contains 13379 members 
Mstep: Class 26 contains 8027 members 
Mstep: Class 27 contains 13296 members 
Mstep: Class 28 contains 1655 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8874 members 
Mstep: Class 31 contains 3777 members 
Mstep: Class 32 contains 1986 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1585 members 
Mstep: Class 35 contains 512 members 
Mstep: Class 36 contains 12849 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 31427 members 
Mstep: Class 39 contains 1472 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3454 members 
Mstep: Class 42 contains 3712 members 
Mstep: Class 43 contains 21611 members 
Mstep: Class 44 contains 15355 members 
Mstep: Class 45 contains 13395 members 
Mstep: Class 46 contains 3854 members 
Mstep: Class 47 contains 17279 members 
Mstep: Class 48 contains 2740 members 
Mstep: Class 49 contains 12702 members 
Mstep: Class 50 contains 773 members 
Mstep: Class 51 contains 1545 members 
Mstep: Class 52 contains 1355 members 
Mstep: Class 53 contains 1626 members 
Mstep: Class 54 contains 15311 members 
Mstep: Class 55 contains 3516 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15235 members 
Mstep: Class 58 contains 6088 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1910 members 
Mstep: Class 62 contains 15002 members 
Mstep: Class 63 contains 18966 members 
Mstep: Class 64 contains 5906 members 
Mstep: Class 65 contains 1344 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1135 members 
Mstep: Class 69 contains 20785 members 
Mstep: Class 70 contains 14928 members 
Mstep: Class 71 contains 17602 members 
Mstep: Class 72 contains 20366 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2189 members 
Mstep: Class 75 contains 2237 members 
Mstep: Class 76 contains 19020 members 
Mstep: Class 77 contains 1207 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940904.000000 Penalty: 170827.687500
Iteration 180F: 80 clusters Score -8.59409e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 3 contains 17567 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 29659 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 14345 members 
Mstep: Class 8 contains 159 members 
Mstep: Class 9 contains 11184 members 
Mstep: Class 10 contains 4865 members 
Mstep: Class 11 contains 1630 members 
Mstep: Class 12 contains 23422 members 
Mstep: Class 13 contains 7995 members 
Mstep: Class 14 contains 11117 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 18489 members 
Mstep: Class 17 contains 1656 members 
Mstep: Class 18 contains 3883 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 21102 members 
Mstep: Class 22 contains 4151 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9031 members 
Mstep: Class 25 contains 13380 members 
Mstep: Class 26 contains 8019 members 
Mstep: Class 27 contains 13261 members 
Mstep: Class 28 contains 1655 members 
Mstep: Class 29 contains 7408 members 
Mstep: Class 30 contains 8831 members 
Mstep: Class 31 contains 3776 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1594 members 
Mstep: Class 35 contains 514 members 
Mstep: Class 36 contains 12852 members 
Mstep: Class 37 contains 608 members 
Mstep: Class 38 contains 31426 members 
Mstep: Class 39 contains 1473 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3448 members 
Mstep: Class 42 contains 3714 members 
Mstep: Class 43 contains 21648 members 
Mstep: Class 44 contains 15371 members 
Mstep: Class 45 contains 13395 members 
Mstep: Class 46 contains 3865 members 
Mstep: Class 47 contains 17315 members 
Mstep: Class 48 contains 2741 members 
Mstep: Class 49 contains 12702 members 
Mstep: Class 50 contains 771 members 
Mstep: Class 51 contains 1547 members 
Mstep: Class 52 contains 1356 members 
Mstep: Class 53 contains 1626 members 
Mstep: Class 54 contains 15281 members 
Mstep: Class 55 contains 3519 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15212 members 
Mstep: Class 58 contains 6088 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1912 members 
Mstep: Class 62 contains 15006 members 
Mstep: Class 63 contains 19050 members 
Mstep: Class 64 contains 5908 members 
Mstep: Class 65 contains 1346 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1135 members 
Mstep: Class 69 contains 20801 members 
Mstep: Class 70 contains 14917 members 
Mstep: Class 71 contains 17620 members 
Mstep: Class 72 contains 20375 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2189 members 
Mstep: Class 75 contains 2237 members 
Mstep: Class 76 contains 19036 members 
Mstep: Class 77 contains 1207 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940944.000000 Penalty: 170827.687500
Iteration 181Q: 80 clusters Score -8.594094e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 3 contains 17570 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 29663 members 
Mstep: Class 6 contains 1482 members 
Mstep: Class 7 contains 14339 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 11184 members 
Mstep: Class 10 contains 4864 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 23383 members 
Mstep: Class 13 contains 7994 members 
Mstep: Class 14 contains 11115 members 
Mstep: Class 15 contains 5363 members 
Mstep: Class 16 contains 18415 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 3883 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 1493 members 
Mstep: Class 21 contains 21091 members 
Mstep: Class 22 contains 4152 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 13381 members 
Mstep: Class 26 contains 8009 members 
Mstep: Class 27 contains 13248 members 
Mstep: Class 28 contains 1655 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8803 members 
Mstep: Class 31 contains 3775 members 
Mstep: Class 32 contains 1988 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12856 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 31424 members 
Mstep: Class 39 contains 1472 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3717 members 
Mstep: Class 43 contains 21722 members 
Mstep: Class 44 contains 15376 members 
Mstep: Class 45 contains 13395 members 
Mstep: Class 46 contains 3869 members 
Mstep: Class 47 contains 17346 members 
Mstep: Class 48 contains 2742 members 
Mstep: Class 49 contains 12702 members 
Mstep: Class 50 contains 770 members 
Mstep: Class 51 contains 1549 members 
Mstep: Class 52 contains 1356 members 
Mstep: Class 53 contains 1626 members 
Mstep: Class 54 contains 15255 members 
Mstep: Class 55 contains 3523 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15193 members 
Mstep: Class 58 contains 6088 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1913 members 
Mstep: Class 62 contains 15008 members 
Mstep: Class 63 contains 19119 members 
Mstep: Class 64 contains 5906 members 
Mstep: Class 65 contains 1344 members 
Mstep: Class 66 contains 1647 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1133 members 
Mstep: Class 69 contains 20795 members 
Mstep: Class 70 contains 14908 members 
Mstep: Class 71 contains 17640 members 
Mstep: Class 72 contains 20382 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2189 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19051 members 
Mstep: Class 77 contains 1207 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940856.000000 Penalty: 170827.687500
Iteration 182Q: 80 clusters Score -8.594086e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1412 members 
Mstep: Class 3 contains 17577 members 
Mstep: Class 4 contains 1243 members 
Mstep: Class 5 contains 29667 members 
Mstep: Class 6 contains 1478 members 
Mstep: Class 7 contains 14338 members 
Mstep: Class 8 contains 173 members 
Mstep: Class 9 contains 11182 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 12 contains 23353 members 
Mstep: Class 13 contains 7988 members 
Mstep: Class 14 contains 11114 members 
Mstep: Class 15 contains 5367 members 
Mstep: Class 16 contains 18353 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 3883 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 21088 members 
Mstep: Class 22 contains 4150 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 13379 members 
Mstep: Class 26 contains 8004 members 
Mstep: Class 27 contains 13241 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8771 members 
Mstep: Class 31 contains 3775 members 
Mstep: Class 32 contains 1988 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12855 members 
Mstep: Class 37 contains 606 members 
Mstep: Class 38 contains 31420 members 
Mstep: Class 39 contains 1472 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3716 members 
Mstep: Class 43 contains 21801 members 
Mstep: Class 44 contains 15384 members 
Mstep: Class 45 contains 13395 members 
Mstep: Class 46 contains 3878 members 
Mstep: Class 47 contains 17377 members 
Mstep: Class 48 contains 2743 members 
Mstep: Class 49 contains 12702 members 
Mstep: Class 50 contains 771 members 
Mstep: Class 51 contains 1550 members 
Mstep: Class 52 contains 1355 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 15224 members 
Mstep: Class 55 contains 3521 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15180 members 
Mstep: Class 58 contains 6086 members 
Mstep: Class 59 contains 4731 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1914 members 
Mstep: Class 62 contains 15008 members 
Mstep: Class 63 contains 19164 members 
Mstep: Class 64 contains 5906 members 
Mstep: Class 65 contains 1344 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1134 members 
Mstep: Class 69 contains 20771 members 
Mstep: Class 70 contains 14891 members 
Mstep: Class 71 contains 17675 members 
Mstep: Class 72 contains 20386 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2190 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19065 members 
Mstep: Class 77 contains 1207 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940880.000000 Penalty: 170827.687500
Iteration 183Q: 80 clusters Score -8.594088e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1412 members 
Mstep: Class 3 contains 17587 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 29667 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14338 members 
Mstep: Class 8 contains 173 members 
Mstep: Class 9 contains 11182 members 
Mstep: Class 10 contains 4861 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 12 contains 23313 members 
Mstep: Class 13 contains 7987 members 
Mstep: Class 14 contains 11113 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 18286 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 3884 members 
Mstep: Class 19 contains 1865 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 21076 members 
Mstep: Class 22 contains 4147 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9018 members 
Mstep: Class 25 contains 13374 members 
Mstep: Class 26 contains 7997 members 
Mstep: Class 27 contains 13234 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8733 members 
Mstep: Class 31 contains 3776 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12851 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31419 members 
Mstep: Class 39 contains 1473 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3447 members 
Mstep: Class 42 contains 3716 members 
Mstep: Class 43 contains 21902 members 
Mstep: Class 44 contains 15398 members 
Mstep: Class 45 contains 13396 members 
Mstep: Class 46 contains 3888 members 
Mstep: Class 47 contains 17431 members 
Mstep: Class 48 contains 2743 members 
Mstep: Class 49 contains 12701 members 
Mstep: Class 50 contains 770 members 
Mstep: Class 51 contains 1554 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 15188 members 
Mstep: Class 55 contains 3521 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15166 members 
Mstep: Class 58 contains 6086 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1916 members 
Mstep: Class 62 contains 15009 members 
Mstep: Class 63 contains 19212 members 
Mstep: Class 64 contains 5906 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1137 members 
Mstep: Class 69 contains 20738 members 
Mstep: Class 70 contains 14881 members 
Mstep: Class 71 contains 17693 members 
Mstep: Class 72 contains 20388 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2190 members 
Mstep: Class 75 contains 2238 members 
Mstep: Class 76 contains 19078 members 
Mstep: Class 77 contains 1207 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940512.000000 Penalty: 170827.687500
Iteration 184Q: 80 clusters Score -8.594051e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1411 members 
Mstep: Class 3 contains 17588 members 
Mstep: Class 4 contains 1238 members 
Mstep: Class 5 contains 29666 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14338 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 11181 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 23268 members 
Mstep: Class 13 contains 7986 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 18207 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 3884 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 21073 members 
Mstep: Class 22 contains 4146 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9016 members 
Mstep: Class 25 contains 13374 members 
Mstep: Class 26 contains 7983 members 
Mstep: Class 27 contains 13228 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8701 members 
Mstep: Class 31 contains 3777 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3032 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 12845 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31420 members 
Mstep: Class 39 contains 1473 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3449 members 
Mstep: Class 42 contains 3718 members 
Mstep: Class 43 contains 21997 members 
Mstep: Class 44 contains 15404 members 
Mstep: Class 45 contains 13399 members 
Mstep: Class 46 contains 3896 members 
Mstep: Class 47 contains 17488 members 
Mstep: Class 48 contains 2743 members 
Mstep: Class 49 contains 12700 members 
Mstep: Class 50 contains 770 members 
Mstep: Class 51 contains 1558 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1623 members 
Mstep: Class 54 contains 15156 members 
Mstep: Class 55 contains 3518 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15152 members 
Mstep: Class 58 contains 6086 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1916 members 
Mstep: Class 62 contains 15008 members 
Mstep: Class 63 contains 19270 members 
Mstep: Class 64 contains 5905 members 
Mstep: Class 65 contains 1343 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1162 members 
Mstep: Class 68 contains 1137 members 
Mstep: Class 69 contains 20718 members 
Mstep: Class 70 contains 14869 members 
Mstep: Class 71 contains 17710 members 
Mstep: Class 72 contains 20385 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2190 members 
Mstep: Class 75 contains 2238 members 
Mstep: Class 76 contains 19101 members 
Mstep: Class 77 contains 1207 members 
Mstep: Class 78 contains 330 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940624.000000 Penalty: 170827.687500
Iteration 185Q: 80 clusters Score -8.594062e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17597 members 
Mstep: Class 4 contains 1238 members 
Mstep: Class 5 contains 29665 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14337 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 11182 members 
Mstep: Class 10 contains 4858 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 23231 members 
Mstep: Class 13 contains 7986 members 
Mstep: Class 14 contains 11107 members 
Mstep: Class 15 contains 5384 members 
Mstep: Class 16 contains 18151 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 3885 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1493 members 
Mstep: Class 21 contains 21057 members 
Mstep: Class 22 contains 4147 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9016 members 
Mstep: Class 25 contains 13370 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 13209 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7408 members 
Mstep: Class 30 contains 8655 members 
Mstep: Class 31 contains 3773 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3032 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12843 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31423 members 
Mstep: Class 39 contains 1473 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3449 members 
Mstep: Class 42 contains 3718 members 
Mstep: Class 43 contains 22132 members 
Mstep: Class 44 contains 15410 members 
Mstep: Class 45 contains 13398 members 
Mstep: Class 46 contains 3903 members 
Mstep: Class 47 contains 17540 members 
Mstep: Class 48 contains 2744 members 
Mstep: Class 49 contains 12699 members 
Mstep: Class 50 contains 769 members 
Mstep: Class 51 contains 1562 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1623 members 
Mstep: Class 54 contains 15102 members 
Mstep: Class 55 contains 3518 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15133 members 
Mstep: Class 58 contains 6087 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1916 members 
Mstep: Class 62 contains 15008 members 
Mstep: Class 63 contains 19316 members 
Mstep: Class 64 contains 5905 members 
Mstep: Class 65 contains 1344 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1163 members 
Mstep: Class 68 contains 1137 members 
Mstep: Class 69 contains 20678 members 
Mstep: Class 70 contains 14858 members 
Mstep: Class 71 contains 17736 members 
Mstep: Class 72 contains 20394 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2190 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19120 members 
Mstep: Class 77 contains 1208 members 
Mstep: Class 78 contains 330 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940560.000000 Penalty: 170827.687500
Iteration 186Q: 80 clusters Score -8.594056e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17609 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 29666 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14338 members 
Mstep: Class 8 contains 177 members 
Mstep: Class 9 contains 11183 members 
Mstep: Class 10 contains 4856 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 23183 members 
Mstep: Class 13 contains 7988 members 
Mstep: Class 14 contains 11107 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 18103 members 
Mstep: Class 17 contains 1656 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 1491 members 
Mstep: Class 21 contains 21046 members 
Mstep: Class 22 contains 4145 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9012 members 
Mstep: Class 25 contains 13370 members 
Mstep: Class 26 contains 7955 members 
Mstep: Class 27 contains 13193 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7408 members 
Mstep: Class 30 contains 8619 members 
Mstep: Class 31 contains 3772 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12841 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31422 members 
Mstep: Class 39 contains 1472 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3451 members 
Mstep: Class 42 contains 3719 members 
Mstep: Class 43 contains 22263 members 
Mstep: Class 44 contains 15423 members 
Mstep: Class 45 contains 13399 members 
Mstep: Class 46 contains 3908 members 
Mstep: Class 47 contains 17583 members 
Mstep: Class 48 contains 2745 members 
Mstep: Class 49 contains 12698 members 
Mstep: Class 50 contains 769 members 
Mstep: Class 51 contains 1567 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1623 members 
Mstep: Class 54 contains 15050 members 
Mstep: Class 55 contains 3517 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15112 members 
Mstep: Class 58 contains 6089 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1174 members 
Mstep: Class 61 contains 1916 members 
Mstep: Class 62 contains 15007 members 
Mstep: Class 63 contains 19349 members 
Mstep: Class 64 contains 5905 members 
Mstep: Class 65 contains 1344 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1163 members 
Mstep: Class 68 contains 1138 members 
Mstep: Class 69 contains 20640 members 
Mstep: Class 70 contains 14854 members 
Mstep: Class 71 contains 17767 members 
Mstep: Class 72 contains 20393 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2190 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19134 members 
Mstep: Class 77 contains 1209 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940920.000000 Penalty: 170827.687500
Iteration 187Q: 80 clusters Score -8.594092e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17622 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 29668 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14336 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11185 members 
Mstep: Class 10 contains 4855 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 23129 members 
Mstep: Class 13 contains 7994 members 
Mstep: Class 14 contains 11106 members 
Mstep: Class 15 contains 5393 members 
Mstep: Class 16 contains 18043 members 
Mstep: Class 17 contains 1656 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 21037 members 
Mstep: Class 22 contains 4146 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9012 members 
Mstep: Class 25 contains 13371 members 
Mstep: Class 26 contains 7948 members 
Mstep: Class 27 contains 13177 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7410 members 
Mstep: Class 30 contains 8586 members 
Mstep: Class 31 contains 3770 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1602 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12839 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31422 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3453 members 
Mstep: Class 42 contains 3718 members 
Mstep: Class 43 contains 22420 members 
Mstep: Class 44 contains 15425 members 
Mstep: Class 45 contains 13399 members 
Mstep: Class 46 contains 3916 members 
Mstep: Class 47 contains 17621 members 
Mstep: Class 48 contains 2745 members 
Mstep: Class 49 contains 12696 members 
Mstep: Class 50 contains 771 members 
Mstep: Class 51 contains 1573 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1623 members 
Mstep: Class 54 contains 14993 members 
Mstep: Class 55 contains 3518 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15098 members 
Mstep: Class 58 contains 6088 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1916 members 
Mstep: Class 62 contains 15006 members 
Mstep: Class 63 contains 19391 members 
Mstep: Class 64 contains 5905 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1647 members 
Mstep: Class 67 contains 1163 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 20584 members 
Mstep: Class 70 contains 14845 members 
Mstep: Class 71 contains 17794 members 
Mstep: Class 72 contains 20389 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2190 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19141 members 
Mstep: Class 77 contains 1210 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940744.000000 Penalty: 170827.687500
Iteration 188Q: 80 clusters Score -8.594074e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17627 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 29670 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14335 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11185 members 
Mstep: Class 10 contains 4853 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 23049 members 
Mstep: Class 13 contains 8000 members 
Mstep: Class 14 contains 11107 members 
Mstep: Class 15 contains 5401 members 
Mstep: Class 16 contains 17988 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 21024 members 
Mstep: Class 22 contains 4148 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9014 members 
Mstep: Class 25 contains 13371 members 
Mstep: Class 26 contains 7943 members 
Mstep: Class 27 contains 13162 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7410 members 
Mstep: Class 30 contains 8552 members 
Mstep: Class 31 contains 3769 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12840 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31420 members 
Mstep: Class 39 contains 1472 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3455 members 
Mstep: Class 42 contains 3717 members 
Mstep: Class 43 contains 22612 members 
Mstep: Class 44 contains 15442 members 
Mstep: Class 45 contains 13398 members 
Mstep: Class 46 contains 3921 members 
Mstep: Class 47 contains 17649 members 
Mstep: Class 48 contains 2746 members 
Mstep: Class 49 contains 12697 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1579 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1623 members 
Mstep: Class 54 contains 14931 members 
Mstep: Class 55 contains 3519 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15091 members 
Mstep: Class 58 contains 6089 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1915 members 
Mstep: Class 62 contains 15000 members 
Mstep: Class 63 contains 19423 members 
Mstep: Class 64 contains 5904 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1647 members 
Mstep: Class 67 contains 1163 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20516 members 
Mstep: Class 70 contains 14843 members 
Mstep: Class 71 contains 17831 members 
Mstep: Class 72 contains 20392 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2190 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19149 members 
Mstep: Class 77 contains 1210 members 
Mstep: Class 78 contains 327 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940952.000000 Penalty: 170827.687500
Iteration 189Q: 80 clusters Score -8.594095e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17632 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 29671 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14335 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11185 members 
Mstep: Class 10 contains 4851 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 22963 members 
Mstep: Class 13 contains 8007 members 
Mstep: Class 14 contains 11107 members 
Mstep: Class 15 contains 5409 members 
Mstep: Class 16 contains 17933 members 
Mstep: Class 17 contains 1657 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 21015 members 
Mstep: Class 22 contains 4149 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9016 members 
Mstep: Class 25 contains 13374 members 
Mstep: Class 26 contains 7934 members 
Mstep: Class 27 contains 13137 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7410 members 
Mstep: Class 30 contains 8532 members 
Mstep: Class 31 contains 3768 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12837 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31421 members 
Mstep: Class 39 contains 1472 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3455 members 
Mstep: Class 42 contains 3716 members 
Mstep: Class 43 contains 22790 members 
Mstep: Class 44 contains 15452 members 
Mstep: Class 45 contains 13399 members 
Mstep: Class 46 contains 3925 members 
Mstep: Class 47 contains 17687 members 
Mstep: Class 48 contains 2747 members 
Mstep: Class 49 contains 12696 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1583 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1623 members 
Mstep: Class 54 contains 14888 members 
Mstep: Class 55 contains 3518 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15077 members 
Mstep: Class 58 contains 6089 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1916 members 
Mstep: Class 62 contains 14993 members 
Mstep: Class 63 contains 19429 members 
Mstep: Class 64 contains 5904 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1647 members 
Mstep: Class 67 contains 1163 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20463 members 
Mstep: Class 70 contains 14843 members 
Mstep: Class 71 contains 17878 members 
Mstep: Class 72 contains 20392 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2190 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19157 members 
Mstep: Class 77 contains 1210 members 
Mstep: Class 78 contains 327 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940896.000000 Penalty: 170827.687500
Iteration 190Q: 80 clusters Score -8.59409e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17643 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 29670 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14335 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11183 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 22893 members 
Mstep: Class 13 contains 8017 members 
Mstep: Class 14 contains 11108 members 
Mstep: Class 15 contains 5417 members 
Mstep: Class 16 contains 17877 members 
Mstep: Class 17 contains 1657 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 21014 members 
Mstep: Class 22 contains 4150 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9014 members 
Mstep: Class 25 contains 13373 members 
Mstep: Class 26 contains 7931 members 
Mstep: Class 27 contains 13123 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7413 members 
Mstep: Class 30 contains 8508 members 
Mstep: Class 31 contains 3767 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3032 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12835 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31421 members 
Mstep: Class 39 contains 1472 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3455 members 
Mstep: Class 42 contains 3715 members 
Mstep: Class 43 contains 22918 members 
Mstep: Class 44 contains 15454 members 
Mstep: Class 45 contains 13399 members 
Mstep: Class 46 contains 3930 members 
Mstep: Class 47 contains 17724 members 
Mstep: Class 48 contains 2749 members 
Mstep: Class 49 contains 12696 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1589 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1623 members 
Mstep: Class 54 contains 14838 members 
Mstep: Class 55 contains 3520 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15059 members 
Mstep: Class 58 contains 6088 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1916 members 
Mstep: Class 62 contains 14989 members 
Mstep: Class 63 contains 19439 members 
Mstep: Class 64 contains 5905 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1647 members 
Mstep: Class 67 contains 1163 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20446 members 
Mstep: Class 70 contains 14832 members 
Mstep: Class 71 contains 17929 members 
Mstep: Class 72 contains 20387 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2190 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19162 members 
Mstep: Class 77 contains 1210 members 
Mstep: Class 78 contains 327 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940976.000000 Penalty: 170827.687500
Iteration 191Q: 80 clusters Score -8.594098e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17659 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 29669 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14335 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11181 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22816 members 
Mstep: Class 13 contains 8021 members 
Mstep: Class 14 contains 11107 members 
Mstep: Class 15 contains 5423 members 
Mstep: Class 16 contains 17846 members 
Mstep: Class 17 contains 1657 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 21014 members 
Mstep: Class 22 contains 4151 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9011 members 
Mstep: Class 25 contains 13378 members 
Mstep: Class 26 contains 7928 members 
Mstep: Class 27 contains 13104 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7413 members 
Mstep: Class 30 contains 8476 members 
Mstep: Class 31 contains 3768 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1602 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12838 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31422 members 
Mstep: Class 39 contains 1472 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3454 members 
Mstep: Class 42 contains 3715 members 
Mstep: Class 43 contains 23049 members 
Mstep: Class 44 contains 15462 members 
Mstep: Class 45 contains 13399 members 
Mstep: Class 46 contains 3932 members 
Mstep: Class 47 contains 17757 members 
Mstep: Class 48 contains 2749 members 
Mstep: Class 49 contains 12696 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1596 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1623 members 
Mstep: Class 54 contains 14783 members 
Mstep: Class 55 contains 3516 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15044 members 
Mstep: Class 58 contains 6088 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1917 members 
Mstep: Class 62 contains 14986 members 
Mstep: Class 63 contains 19441 members 
Mstep: Class 64 contains 5909 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1163 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20431 members 
Mstep: Class 70 contains 14824 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20383 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2189 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19168 members 
Mstep: Class 77 contains 1210 members 
Mstep: Class 78 contains 327 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941096.000000 Penalty: 170827.687500
Iteration 192Q: 80 clusters Score -8.59411e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17659 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 29669 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14335 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11181 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 22710 members 
Mstep: Class 13 contains 8023 members 
Mstep: Class 14 contains 11106 members 
Mstep: Class 15 contains 5427 members 
Mstep: Class 16 contains 17800 members 
Mstep: Class 17 contains 1657 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 21008 members 
Mstep: Class 22 contains 4152 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 13377 members 
Mstep: Class 26 contains 7922 members 
Mstep: Class 27 contains 13089 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7413 members 
Mstep: Class 30 contains 8450 members 
Mstep: Class 31 contains 3767 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12841 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31423 members 
Mstep: Class 39 contains 1471 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3454 members 
Mstep: Class 42 contains 3715 members 
Mstep: Class 43 contains 23174 members 
Mstep: Class 44 contains 15477 members 
Mstep: Class 45 contains 13398 members 
Mstep: Class 46 contains 3934 members 
Mstep: Class 47 contains 17782 members 
Mstep: Class 48 contains 2750 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1601 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1623 members 
Mstep: Class 54 contains 14733 members 
Mstep: Class 55 contains 3514 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15031 members 
Mstep: Class 58 contains 6088 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1918 members 
Mstep: Class 62 contains 14985 members 
Mstep: Class 63 contains 19454 members 
Mstep: Class 64 contains 5910 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1163 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20452 members 
Mstep: Class 70 contains 14818 members 
Mstep: Class 71 contains 18024 members 
Mstep: Class 72 contains 20385 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2189 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19175 members 
Mstep: Class 77 contains 1210 members 
Mstep: Class 78 contains 326 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940904.000000 Penalty: 170827.687500
Iteration 193Q: 80 clusters Score -8.59409e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17662 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 29668 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14335 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11184 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 22598 members 
Mstep: Class 13 contains 8023 members 
Mstep: Class 14 contains 11106 members 
Mstep: Class 15 contains 5428 members 
Mstep: Class 16 contains 17754 members 
Mstep: Class 17 contains 1657 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 21006 members 
Mstep: Class 22 contains 4151 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9014 members 
Mstep: Class 25 contains 13377 members 
Mstep: Class 26 contains 7919 members 
Mstep: Class 27 contains 13073 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7413 members 
Mstep: Class 30 contains 8432 members 
Mstep: Class 31 contains 3766 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12844 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31423 members 
Mstep: Class 39 contains 1471 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3454 members 
Mstep: Class 42 contains 3717 members 
Mstep: Class 43 contains 23299 members 
Mstep: Class 44 contains 15489 members 
Mstep: Class 45 contains 13399 members 
Mstep: Class 46 contains 3937 members 
Mstep: Class 47 contains 17808 members 
Mstep: Class 48 contains 2750 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 14677 members 
Mstep: Class 55 contains 3514 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15016 members 
Mstep: Class 58 contains 6089 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1918 members 
Mstep: Class 62 contains 14983 members 
Mstep: Class 63 contains 19470 members 
Mstep: Class 64 contains 5910 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1163 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20487 members 
Mstep: Class 70 contains 14815 members 
Mstep: Class 71 contains 18062 members 
Mstep: Class 72 contains 20385 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2189 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19182 members 
Mstep: Class 77 contains 1210 members 
Mstep: Class 78 contains 326 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940984.000000 Penalty: 170827.687500
Iteration 194Q: 80 clusters Score -8.594098e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17664 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 29668 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14335 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11184 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 22478 members 
Mstep: Class 13 contains 8014 members 
Mstep: Class 14 contains 11107 members 
Mstep: Class 15 contains 5429 members 
Mstep: Class 16 contains 17711 members 
Mstep: Class 17 contains 1657 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 21003 members 
Mstep: Class 22 contains 4152 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9012 members 
Mstep: Class 25 contains 13376 members 
Mstep: Class 26 contains 7915 members 
Mstep: Class 27 contains 13061 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7412 members 
Mstep: Class 30 contains 8416 members 
Mstep: Class 31 contains 3766 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12843 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31423 members 
Mstep: Class 39 contains 1471 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3454 members 
Mstep: Class 42 contains 3718 members 
Mstep: Class 43 contains 23441 members 
Mstep: Class 44 contains 15512 members 
Mstep: Class 45 contains 13399 members 
Mstep: Class 46 contains 3937 members 
Mstep: Class 47 contains 17844 members 
Mstep: Class 48 contains 2750 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 14627 members 
Mstep: Class 55 contains 3514 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 15000 members 
Mstep: Class 58 contains 6089 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1918 members 
Mstep: Class 62 contains 14981 members 
Mstep: Class 63 contains 19484 members 
Mstep: Class 64 contains 5909 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1163 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20509 members 
Mstep: Class 70 contains 14813 members 
Mstep: Class 71 contains 18088 members 
Mstep: Class 72 contains 20391 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2189 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19190 members 
Mstep: Class 77 contains 1210 members 
Mstep: Class 78 contains 326 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940944.000000 Penalty: 170827.687500
Iteration 195Q: 80 clusters Score -8.594094e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17668 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 29668 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14335 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11187 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22408 members 
Mstep: Class 13 contains 8002 members 
Mstep: Class 14 contains 11107 members 
Mstep: Class 15 contains 5430 members 
Mstep: Class 16 contains 17661 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 21004 members 
Mstep: Class 22 contains 4152 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 13375 members 
Mstep: Class 26 contains 7913 members 
Mstep: Class 27 contains 13051 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7412 members 
Mstep: Class 30 contains 8407 members 
Mstep: Class 31 contains 3766 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12843 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31425 members 
Mstep: Class 39 contains 1471 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3454 members 
Mstep: Class 42 contains 3718 members 
Mstep: Class 43 contains 23600 members 
Mstep: Class 44 contains 15515 members 
Mstep: Class 45 contains 13398 members 
Mstep: Class 46 contains 3937 members 
Mstep: Class 47 contains 17878 members 
Mstep: Class 48 contains 2750 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1602 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 14548 members 
Mstep: Class 55 contains 3513 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14991 members 
Mstep: Class 58 contains 6089 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1918 members 
Mstep: Class 62 contains 14980 members 
Mstep: Class 63 contains 19483 members 
Mstep: Class 64 contains 5908 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1163 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20506 members 
Mstep: Class 70 contains 14812 members 
Mstep: Class 71 contains 18126 members 
Mstep: Class 72 contains 20392 members 
Mstep: Class 73 contains 1066 members 
Mstep: Class 74 contains 2189 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19196 members 
Mstep: Class 77 contains 1210 members 
Mstep: Class 78 contains 326 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941104.000000 Penalty: 170827.687500
Iteration 196Q: 80 clusters Score -8.59411e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17683 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 29668 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14334 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11187 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22318 members 
Mstep: Class 13 contains 7994 members 
Mstep: Class 14 contains 11106 members 
Mstep: Class 15 contains 5431 members 
Mstep: Class 16 contains 17617 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 21001 members 
Mstep: Class 22 contains 4153 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9011 members 
Mstep: Class 25 contains 13377 members 
Mstep: Class 26 contains 7912 members 
Mstep: Class 27 contains 13041 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7412 members 
Mstep: Class 30 contains 8394 members 
Mstep: Class 31 contains 3766 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3027 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12836 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31426 members 
Mstep: Class 39 contains 1471 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3454 members 
Mstep: Class 42 contains 3719 members 
Mstep: Class 43 contains 23752 members 
Mstep: Class 44 contains 15523 members 
Mstep: Class 45 contains 13399 members 
Mstep: Class 46 contains 3938 members 
Mstep: Class 47 contains 17915 members 
Mstep: Class 48 contains 2749 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 14471 members 
Mstep: Class 55 contains 3513 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14975 members 
Mstep: Class 58 contains 6089 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1918 members 
Mstep: Class 62 contains 14981 members 
Mstep: Class 63 contains 19478 members 
Mstep: Class 64 contains 5909 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1163 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20520 members 
Mstep: Class 70 contains 14810 members 
Mstep: Class 71 contains 18166 members 
Mstep: Class 72 contains 20393 members 
Mstep: Class 73 contains 1067 members 
Mstep: Class 74 contains 2189 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19201 members 
Mstep: Class 77 contains 1210 members 
Mstep: Class 78 contains 326 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941016.000000 Penalty: 170827.687500
Iteration 197Q: 80 clusters Score -8.594102e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17695 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 29667 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14334 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11190 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22231 members 
Mstep: Class 13 contains 7989 members 
Mstep: Class 14 contains 11106 members 
Mstep: Class 15 contains 5433 members 
Mstep: Class 16 contains 17582 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 20999 members 
Mstep: Class 22 contains 4155 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9007 members 
Mstep: Class 25 contains 13380 members 
Mstep: Class 26 contains 7910 members 
Mstep: Class 27 contains 13033 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7412 members 
Mstep: Class 30 contains 8378 members 
Mstep: Class 31 contains 3766 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3026 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12818 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31427 members 
Mstep: Class 39 contains 1471 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3455 members 
Mstep: Class 42 contains 3719 members 
Mstep: Class 43 contains 23882 members 
Mstep: Class 44 contains 15538 members 
Mstep: Class 45 contains 13399 members 
Mstep: Class 46 contains 3937 members 
Mstep: Class 47 contains 17954 members 
Mstep: Class 48 contains 2750 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 14401 members 
Mstep: Class 55 contains 3512 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14955 members 
Mstep: Class 58 contains 6089 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1918 members 
Mstep: Class 62 contains 14981 members 
Mstep: Class 63 contains 19475 members 
Mstep: Class 64 contains 5909 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1163 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20547 members 
Mstep: Class 70 contains 14807 members 
Mstep: Class 71 contains 18204 members 
Mstep: Class 72 contains 20395 members 
Mstep: Class 73 contains 1067 members 
Mstep: Class 74 contains 2189 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19203 members 
Mstep: Class 77 contains 1210 members 
Mstep: Class 78 contains 326 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941176.000000 Penalty: 170827.687500
Iteration 198Q: 80 clusters Score -8.594118e+07 nChanged 707
Entering ConstructFrom: 
Score: -85941176.000000 Penalty: 170827.687500
Entering ConstructFrom: 
Trying to split cluster 1 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -195263.953125 Penalty: 1204.181396
	Iteration 0F: 2 clusters Score -195264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -193526.578125 Penalty: 2408.362793
	Iteration 0F: 3 clusters Score -193526.6 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -194031.515625 Penalty: 2408.362793
	Iteration 1F: 3 clusters Score -194031.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -194224.546875 Penalty: 2408.362793
	Iteration 2F: 3 clusters Score -194224.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -194389.296875 Penalty: 2408.362793
	Iteration 3F: 3 clusters Score -194389.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -194592.296875 Penalty: 2408.362793
	Iteration 4F: 3 clusters Score -194592.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -194811.906250 Penalty: 2408.362793
	Iteration 5F: 3 clusters Score -194811.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -195061.390625 Penalty: 2408.362793
	Iteration 6F: 3 clusters Score -195061.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -195247.781250 Penalty: 2408.362793
	Iteration 7F: 3 clusters Score -195247.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -195359.765625 Penalty: 2408.362793
	Iteration 8Q: 3 clusters Score -195359.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -195414.953125 Penalty: 2408.362793
	Iteration 9Q: 3 clusters Score -195415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -195431.703125 Penalty: 2408.362793
	Iteration 10Q: 3 clusters Score -195431.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -195442.718750 Penalty: 2408.362793
	Iteration 11Q: 3 clusters Score -195442.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -195446.937500 Penalty: 2408.362793
	Iteration 12Q: 3 clusters Score -195446.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -195448.468750 Penalty: 2408.362793
	Iteration 13Q: 3 clusters Score -195448.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -195448.468750 Penalty: 2408.362793
	Iteration 14F: 3 clusters Score -195448.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17709 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 29666 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14334 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22173 members 
Mstep: Class 13 contains 7988 members 
Mstep: Class 14 contains 11107 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 17546 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 21001 members 
Mstep: Class 22 contains 4157 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9004 members 
Mstep: Class 25 contains 13382 members 
Mstep: Class 26 contains 7911 members 
Mstep: Class 27 contains 13029 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7412 members 
Mstep: Class 30 contains 8364 members 
Mstep: Class 31 contains 3766 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3027 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12806 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31428 members 
Mstep: Class 39 contains 1471 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3455 members 
Mstep: Class 42 contains 3719 members 
Mstep: Class 43 contains 24000 members 
Mstep: Class 44 contains 15546 members 
Mstep: Class 45 contains 13397 members 
Mstep: Class 46 contains 3937 members 
Mstep: Class 47 contains 17999 members 
Mstep: Class 48 contains 2750 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 14320 members 
Mstep: Class 55 contains 3511 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14933 members 
Mstep: Class 58 contains 6089 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1918 members 
Mstep: Class 62 contains 14982 members 
Mstep: Class 63 contains 19471 members 
Mstep: Class 64 contains 5909 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1163 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20554 members 
Mstep: Class 70 contains 14803 members 
Mstep: Class 71 contains 18236 members 
Mstep: Class 72 contains 20394 members 
Mstep: Class 73 contains 1067 members 
Mstep: Class 74 contains 2189 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19205 members 
Mstep: Class 77 contains 1210 members 
Mstep: Class 78 contains 326 members 
Mstep: Class 79 contains 2274 members 
Mstep: Class 80 contains 1195 members 
Entering Unmasked Estep 
Score: -85940200.000000 Penalty: 172990.062500
Splitting cluster 1 changes total score from -85941176.000000 to -85940200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -179434.078125 Penalty: 1178.343628
	Iteration 0F: 2 clusters Score -179434.1 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 713 members 
Entering Unmasked Estep 
Score: -177760.328125 Penalty: 2356.687256
	Iteration 0F: 3 clusters Score -177760.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -178131.625000 Penalty: 2356.687256
	Iteration 1F: 3 clusters Score -178131.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -178253.953125 Penalty: 2356.687256
	Iteration 2F: 3 clusters Score -178254 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -178357.546875 Penalty: 2356.687256
	Iteration 3F: 3 clusters Score -178357.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -178478.609375 Penalty: 2356.687256
	Iteration 4F: 3 clusters Score -178478.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -178597.640625 Penalty: 2356.687256
	Iteration 5F: 3 clusters Score -178597.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -178690.281250 Penalty: 2356.687256
	Iteration 6Q: 3 clusters Score -178690.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -178770.296875 Penalty: 2356.687256
	Iteration 7Q: 3 clusters Score -178770.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -178822.984375 Penalty: 2356.687256
	Iteration 8Q: 3 clusters Score -178823 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -178879.562500 Penalty: 2356.687256
	Iteration 9Q: 3 clusters Score -178879.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -178920.046875 Penalty: 2356.687256
	Iteration 10Q: 3 clusters Score -178920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -178946.718750 Penalty: 2356.687256
	Iteration 11Q: 3 clusters Score -178946.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -178971.281250 Penalty: 2356.687256
	Iteration 12Q: 3 clusters Score -178971.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -179007.218750 Penalty: 2356.687256
	Iteration 13Q: 3 clusters Score -179007.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -179043.218750 Penalty: 2356.687256
	Iteration 14Q: 3 clusters Score -179043.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -179092.265625 Penalty: 2356.687256
	Iteration 15Q: 3 clusters Score -179092.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -179143.671875 Penalty: 2356.687256
	Iteration 16Q: 3 clusters Score -179143.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -179174.843750 Penalty: 2356.687256
	Iteration 17Q: 3 clusters Score -179174.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -179205.593750 Penalty: 2356.687256
	Iteration 18Q: 3 clusters Score -179205.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -179236.062500 Penalty: 2356.687256
	Iteration 19Q: 3 clusters Score -179236.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -179273.468750 Penalty: 2356.687256
	Iteration 20F: 3 clusters Score -179273.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -179322.015625 Penalty: 2356.687256
	Iteration 21Q: 3 clusters Score -179322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -179374.875000 Penalty: 2356.687256
	Iteration 22Q: 3 clusters Score -179374.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -179421.406250 Penalty: 2356.687256
	Iteration 23Q: 3 clusters Score -179421.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -179446.578125 Penalty: 2356.687256
	Iteration 24Q: 3 clusters Score -179446.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -179482.406250 Penalty: 2356.687256
	Iteration 25Q: 3 clusters Score -179482.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -179513.531250 Penalty: 2356.687256
	Iteration 26Q: 3 clusters Score -179513.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -179539.875000 Penalty: 2356.687256
	Iteration 27Q: 3 clusters Score -179539.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -179578.531250 Penalty: 2356.687256
	Iteration 28Q: 3 clusters Score -179578.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -179605.703125 Penalty: 2356.687256
	Iteration 29Q: 3 clusters Score -179605.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -179637.375000 Penalty: 2356.687256
	Iteration 30Q: 3 clusters Score -179637.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -179656.062500 Penalty: 2356.687256
	Iteration 31Q: 3 clusters Score -179656.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -179662.750000 Penalty: 2356.687256
	Iteration 32Q: 3 clusters Score -179662.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -179668.859375 Penalty: 2356.687256
	Iteration 33Q: 3 clusters Score -179668.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -179675.484375 Penalty: 2356.687256
	Iteration 34Q: 3 clusters Score -179675.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -179676.890625 Penalty: 2356.687256
	Iteration 35Q: 3 clusters Score -179676.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -179679.390625 Penalty: 2356.687256
	Iteration 36Q: 3 clusters Score -179679.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -179679.390625 Penalty: 2356.687256
	Iteration 37F: 3 clusters Score -179679.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 795 members 
Mstep: Class 3 contains 17709 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 29666 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14334 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22173 members 
Mstep: Class 13 contains 7988 members 
Mstep: Class 14 contains 11107 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 17546 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 21001 members 
Mstep: Class 22 contains 4157 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9004 members 
Mstep: Class 25 contains 13382 members 
Mstep: Class 26 contains 7911 members 
Mstep: Class 27 contains 13029 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7412 members 
Mstep: Class 30 contains 8364 members 
Mstep: Class 31 contains 3766 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3027 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12806 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31428 members 
Mstep: Class 39 contains 1471 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3455 members 
Mstep: Class 42 contains 3719 members 
Mstep: Class 43 contains 24000 members 
Mstep: Class 44 contains 15546 members 
Mstep: Class 45 contains 13397 members 
Mstep: Class 46 contains 3937 members 
Mstep: Class 47 contains 17999 members 
Mstep: Class 48 contains 2750 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 14320 members 
Mstep: Class 55 contains 3511 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14933 members 
Mstep: Class 58 contains 6089 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1918 members 
Mstep: Class 62 contains 14982 members 
Mstep: Class 63 contains 19471 members 
Mstep: Class 64 contains 5909 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1163 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20554 members 
Mstep: Class 70 contains 14803 members 
Mstep: Class 71 contains 18236 members 
Mstep: Class 72 contains 20394 members 
Mstep: Class 73 contains 1067 members 
Mstep: Class 74 contains 2189 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19205 members 
Mstep: Class 77 contains 1210 members 
Mstep: Class 78 contains 326 members 
Mstep: Class 79 contains 2274 members 
Mstep: Class 80 contains 615 members 
Entering Unmasked Estep 
Score: -85940376.000000 Penalty: 172990.062500
Splitting cluster 2 changes total score from -85941176.000000 to -85940376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (17709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Entering Unmasked Estep 
Score: -2682711.250000 Penalty: 1589.546997
	Iteration 0F: 2 clusters Score -2682711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2670920.250000 Penalty: 3179.093994
	Iteration 0F: 3 clusters Score -2670920 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2675262.250000 Penalty: 3179.093994
	Iteration 1F: 3 clusters Score -2675262 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2675627.250000 Penalty: 3179.093994
	Iteration 2F: 3 clusters Score -2675627 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2676007.000000 Penalty: 3179.093994
	Iteration 3F: 3 clusters Score -2676007 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2676406.000000 Penalty: 3179.093994
	Iteration 4F: 3 clusters Score -2676406 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2676815.500000 Penalty: 3179.093994
	Iteration 5F: 3 clusters Score -2676816 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2677236.750000 Penalty: 3179.093994
	Iteration 6F: 3 clusters Score -2677237 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2677660.250000 Penalty: 3179.093994
	Iteration 7F: 3 clusters Score -2677660 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2678053.250000 Penalty: 3179.093994
	Iteration 8Q: 3 clusters Score -2678053 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2678406.250000 Penalty: 3179.093994
	Iteration 9Q: 3 clusters Score -2678406 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2678732.750000 Penalty: 3179.093994
	Iteration 10Q: 3 clusters Score -2678733 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2679052.500000 Penalty: 3179.093994
	Iteration 11Q: 3 clusters Score -2679052 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2679329.750000 Penalty: 3179.093994
	Iteration 12Q: 3 clusters Score -2679330 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2679520.500000 Penalty: 3179.093994
	Iteration 13Q: 3 clusters Score -2679520 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2679630.750000 Penalty: 3179.093994
	Iteration 14Q: 3 clusters Score -2679631 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2679701.500000 Penalty: 3179.093994
	Iteration 15Q: 3 clusters Score -2679702 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2679750.250000 Penalty: 3179.093994
	Iteration 16Q: 3 clusters Score -2679750 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2679804.500000 Penalty: 3179.093994
	Iteration 17Q: 3 clusters Score -2679804 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2679839.250000 Penalty: 3179.093994
	Iteration 18Q: 3 clusters Score -2679839 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2679876.750000 Penalty: 3179.093994
	Iteration 19Q: 3 clusters Score -2679877 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2679927.250000 Penalty: 3179.093994
	Iteration 20F: 3 clusters Score -2679927 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2679960.500000 Penalty: 3179.093994
	Iteration 21Q: 3 clusters Score -2679960 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2680005.250000 Penalty: 3179.093994
	Iteration 22Q: 3 clusters Score -2680005 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2680032.250000 Penalty: 3179.093994
	Iteration 23Q: 3 clusters Score -2680032 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2680080.500000 Penalty: 3179.093994
	Iteration 24Q: 3 clusters Score -2680080 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2680122.250000 Penalty: 3179.093994
	Iteration 25Q: 3 clusters Score -2680122 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2680167.500000 Penalty: 3179.093994
	Iteration 26Q: 3 clusters Score -2680168 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2680197.500000 Penalty: 3179.093994
	Iteration 27Q: 3 clusters Score -2680198 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2680251.750000 Penalty: 3179.093994
	Iteration 28Q: 3 clusters Score -2680252 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2680290.000000 Penalty: 3179.093994
	Iteration 29Q: 3 clusters Score -2680290 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2680339.000000 Penalty: 3179.093994
	Iteration 30Q: 3 clusters Score -2680339 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2680377.250000 Penalty: 3179.093994
	Iteration 31Q: 3 clusters Score -2680377 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2680416.750000 Penalty: 3179.093994
	Iteration 32Q: 3 clusters Score -2680417 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2680462.500000 Penalty: 3179.093994
	Iteration 33Q: 3 clusters Score -2680462 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2680481.500000 Penalty: 3179.093994
	Iteration 34Q: 3 clusters Score -2680482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2680506.250000 Penalty: 3179.093994
	Iteration 35Q: 3 clusters Score -2680506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2680535.500000 Penalty: 3179.093994
	Iteration 36Q: 3 clusters Score -2680536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2680560.750000 Penalty: 3179.093994
	Iteration 37Q: 3 clusters Score -2680561 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2680582.250000 Penalty: 3179.093994
	Iteration 38Q: 3 clusters Score -2680582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2680606.750000 Penalty: 3179.093994
	Iteration 39Q: 3 clusters Score -2680607 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2680640.000000 Penalty: 3179.093994
	Iteration 40F: 3 clusters Score -2680640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2680663.750000 Penalty: 3179.093994
	Iteration 41Q: 3 clusters Score -2680664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2680693.000000 Penalty: 3179.093994
	Iteration 42Q: 3 clusters Score -2680693 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2680721.750000 Penalty: 3179.093994
	Iteration 43Q: 3 clusters Score -2680722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2680747.750000 Penalty: 3179.093994
	Iteration 44Q: 3 clusters Score -2680748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2680776.500000 Penalty: 3179.093994
	Iteration 45Q: 3 clusters Score -2680776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2680793.750000 Penalty: 3179.093994
	Iteration 46Q: 3 clusters Score -2680794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2680813.500000 Penalty: 3179.093994
	Iteration 47Q: 3 clusters Score -2680814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2680834.000000 Penalty: 3179.093994
	Iteration 48Q: 3 clusters Score -2680834 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2680860.250000 Penalty: 3179.093994
	Iteration 49Q: 3 clusters Score -2680860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2680879.250000 Penalty: 3179.093994
	Iteration 50Q: 3 clusters Score -2680879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2680894.750000 Penalty: 3179.093994
	Iteration 51Q: 3 clusters Score -2680895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2680906.500000 Penalty: 3179.093994
	Iteration 52Q: 3 clusters Score -2680906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2680920.250000 Penalty: 3179.093994
	Iteration 53Q: 3 clusters Score -2680920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2680931.750000 Penalty: 3179.093994
	Iteration 54Q: 3 clusters Score -2680932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2680951.750000 Penalty: 3179.093994
	Iteration 55Q: 3 clusters Score -2680952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2680971.750000 Penalty: 3179.093994
	Iteration 56Q: 3 clusters Score -2680972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2680990.250000 Penalty: 3179.093994
	Iteration 57Q: 3 clusters Score -2680990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2681003.000000 Penalty: 3179.093994
	Iteration 58Q: 3 clusters Score -2681003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2681010.000000 Penalty: 3179.093994
	Iteration 59Q: 3 clusters Score -2681010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2681024.000000 Penalty: 3179.093994
	Iteration 60F: 3 clusters Score -2681024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2681034.500000 Penalty: 3179.093994
	Iteration 61Q: 3 clusters Score -2681034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2681050.500000 Penalty: 3179.093994
	Iteration 62Q: 3 clusters Score -2681050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2681065.750000 Penalty: 3179.093994
	Iteration 63Q: 3 clusters Score -2681066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2681078.750000 Penalty: 3179.093994
	Iteration 64Q: 3 clusters Score -2681079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2681091.250000 Penalty: 3179.093994
	Iteration 65Q: 3 clusters Score -2681091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2681095.000000 Penalty: 3179.093994
	Iteration 66Q: 3 clusters Score -2681095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2681092.500000 Penalty: 3179.093994
	Iteration 67Q: 3 clusters Score -2681092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2681097.500000 Penalty: 3179.093994
	Iteration 68Q: 3 clusters Score -2681098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2681102.500000 Penalty: 3179.093994
	Iteration 69Q: 3 clusters Score -2681102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2681109.750000 Penalty: 3179.093994
	Iteration 70Q: 3 clusters Score -2681110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2681117.250000 Penalty: 3179.093994
	Iteration 71Q: 3 clusters Score -2681117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2681116.500000 Penalty: 3179.093994
	Iteration 72Q: 3 clusters Score -2681116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2681117.250000 Penalty: 3179.093994
	Iteration 73Q: 3 clusters Score -2681117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2681119.000000 Penalty: 3179.093994
	Iteration 74Q: 3 clusters Score -2681119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2681121.750000 Penalty: 3179.093994
	Iteration 75Q: 3 clusters Score -2681122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2681132.000000 Penalty: 3179.093994
	Iteration 76Q: 3 clusters Score -2681132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2681135.500000 Penalty: 3179.093994
	Iteration 77Q: 3 clusters Score -2681136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2681140.750000 Penalty: 3179.093994
	Iteration 78Q: 3 clusters Score -2681141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2681150.500000 Penalty: 3179.093994
	Iteration 79Q: 3 clusters Score -2681150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2681163.500000 Penalty: 3179.093994
	Iteration 80F: 3 clusters Score -2681164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2681171.000000 Penalty: 3179.093994
	Iteration 81Q: 3 clusters Score -2681171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2681170.500000 Penalty: 3179.093994
	Iteration 82Q: 3 clusters Score -2681170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2681183.500000 Penalty: 3179.093994
	Iteration 83Q: 3 clusters Score -2681184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2681183.750000 Penalty: 3179.093994
	Iteration 84Q: 3 clusters Score -2681184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2681187.250000 Penalty: 3179.093994
	Iteration 85Q: 3 clusters Score -2681187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2681197.250000 Penalty: 3179.093994
	Iteration 86Q: 3 clusters Score -2681197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2681198.000000 Penalty: 3179.093994
	Iteration 87Q: 3 clusters Score -2681198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2681198.500000 Penalty: 3179.093994
	Iteration 88Q: 3 clusters Score -2681198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2681198.000000 Penalty: 3179.093994
	Iteration 89Q: 3 clusters Score -2681198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2681197.250000 Penalty: 3179.093994
	Iteration 90Q: 3 clusters Score -2681197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2681197.250000 Penalty: 3179.093994
	Iteration 91F: 3 clusters Score -2681197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Entering Unmasked Estep 
Score: -148045.640625 Penalty: 1156.940796
	Iteration 0F: 2 clusters Score -148045.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -146521.625000 Penalty: 2313.881592
	Iteration 0F: 3 clusters Score -146521.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -146947.984375 Penalty: 2313.881592
	Iteration 1F: 3 clusters Score -146948 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -147119.750000 Penalty: 2313.881592
	Iteration 2F: 3 clusters Score -147119.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -147261.562500 Penalty: 2313.881592
	Iteration 3F: 3 clusters Score -147261.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -147366.421875 Penalty: 2313.881592
	Iteration 4Q: 3 clusters Score -147366.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -147430.296875 Penalty: 2313.881592
	Iteration 5Q: 3 clusters Score -147430.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -147477.937500 Penalty: 2313.881592
	Iteration 6Q: 3 clusters Score -147477.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -147511.843750 Penalty: 2313.881592
	Iteration 7Q: 3 clusters Score -147511.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -147540.125000 Penalty: 2313.881592
	Iteration 8Q: 3 clusters Score -147540.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -147588.828125 Penalty: 2313.881592
	Iteration 9Q: 3 clusters Score -147588.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -147618.203125 Penalty: 2313.881592
	Iteration 10Q: 3 clusters Score -147618.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -147651.265625 Penalty: 2313.881592
	Iteration 11Q: 3 clusters Score -147651.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -147716.968750 Penalty: 2313.881592
	Iteration 12Q: 3 clusters Score -147717 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -147784.328125 Penalty: 2313.881592
	Iteration 13Q: 3 clusters Score -147784.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -147840.078125 Penalty: 2313.881592
	Iteration 14Q: 3 clusters Score -147840.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -147898.359375 Penalty: 2313.881592
	Iteration 15Q: 3 clusters Score -147898.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -147940.281250 Penalty: 2313.881592
	Iteration 16Q: 3 clusters Score -147940.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -148004.609375 Penalty: 2313.881592
	Iteration 17Q: 3 clusters Score -148004.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -148078.359375 Penalty: 2313.881592
	Iteration 18Q: 3 clusters Score -148078.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -148108.406250 Penalty: 2313.881592
	Iteration 19Q: 3 clusters Score -148108.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -148127.218750 Penalty: 2313.881592
	Iteration 20F: 3 clusters Score -148127.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -148140.468750 Penalty: 2313.881592
	Iteration 21Q: 3 clusters Score -148140.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -148151.187500 Penalty: 2313.881592
	Iteration 22Q: 3 clusters Score -148151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -148173.328125 Penalty: 2313.881592
	Iteration 23Q: 3 clusters Score -148173.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -148190.156250 Penalty: 2313.881592
	Iteration 24Q: 3 clusters Score -148190.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -148211.015625 Penalty: 2313.881592
	Iteration 25Q: 3 clusters Score -148211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -148222.640625 Penalty: 2313.881592
	Iteration 26Q: 3 clusters Score -148222.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -148229.031250 Penalty: 2313.881592
	Iteration 27Q: 3 clusters Score -148229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -148230.687500 Penalty: 2313.881592
	Iteration 28Q: 3 clusters Score -148230.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -148232.343750 Penalty: 2313.881592
	Iteration 29Q: 3 clusters Score -148232.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -148232.609375 Penalty: 2313.881592
	Iteration 30Q: 3 clusters Score -148232.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -148232.609375 Penalty: 2313.881592
	Iteration 31F: 3 clusters Score -148232.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17709 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 29666 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14334 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22173 members 
Mstep: Class 13 contains 7988 members 
Mstep: Class 14 contains 11107 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 17546 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 21001 members 
Mstep: Class 22 contains 4157 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9004 members 
Mstep: Class 25 contains 13382 members 
Mstep: Class 26 contains 7911 members 
Mstep: Class 27 contains 13029 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7412 members 
Mstep: Class 30 contains 8364 members 
Mstep: Class 31 contains 3766 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3027 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12806 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31428 members 
Mstep: Class 39 contains 1471 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3455 members 
Mstep: Class 42 contains 3719 members 
Mstep: Class 43 contains 24000 members 
Mstep: Class 44 contains 15546 members 
Mstep: Class 45 contains 13397 members 
Mstep: Class 46 contains 3937 members 
Mstep: Class 47 contains 17999 members 
Mstep: Class 48 contains 2750 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 14320 members 
Mstep: Class 55 contains 3511 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14933 members 
Mstep: Class 58 contains 6089 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1918 members 
Mstep: Class 62 contains 14982 members 
Mstep: Class 63 contains 19471 members 
Mstep: Class 64 contains 5909 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1163 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20554 members 
Mstep: Class 70 contains 14803 members 
Mstep: Class 71 contains 18236 members 
Mstep: Class 72 contains 20394 members 
Mstep: Class 73 contains 1067 members 
Mstep: Class 74 contains 2189 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19205 members 
Mstep: Class 77 contains 1210 members 
Mstep: Class 78 contains 326 members 
Mstep: Class 79 contains 2274 members 
Mstep: Class 80 contains 728 members 
Entering Unmasked Estep 
Score: -85940200.000000 Penalty: 172990.062500
Splitting cluster 4 changes total score from -85941176.000000 to -85940200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (29666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Entering Unmasked Estep 
Score: -4523175.000000 Penalty: 1673.385498
	Iteration 0F: 2 clusters Score -4523175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -4506182.500000 Penalty: 3346.770996
	Iteration 0F: 3 clusters Score -4506182 nChanged 13608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -4513767.000000 Penalty: 3346.770996
	Iteration 1F: 3 clusters Score -4513767 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -4514468.500000 Penalty: 3346.770996
	Iteration 2F: 3 clusters Score -4514468 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -4515313.500000 Penalty: 3346.770996
	Iteration 3F: 3 clusters Score -4515314 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -4516082.500000 Penalty: 3346.770996
	Iteration 4F: 3 clusters Score -4516082 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -4516776.000000 Penalty: 3346.770996
	Iteration 5F: 3 clusters Score -4516776 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -4517191.500000 Penalty: 3346.770996
	Iteration 6Q: 3 clusters Score -4517192 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -4517583.500000 Penalty: 3346.770996
	Iteration 7Q: 3 clusters Score -4517584 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -4517887.000000 Penalty: 3346.770996
	Iteration 8Q: 3 clusters Score -4517887 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -4518141.500000 Penalty: 3346.770996
	Iteration 9Q: 3 clusters Score -4518142 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -4518336.000000 Penalty: 3346.770996
	Iteration 10Q: 3 clusters Score -4518336 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -4518533.000000 Penalty: 3346.770996
	Iteration 11Q: 3 clusters Score -4518533 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -4518725.500000 Penalty: 3346.770996
	Iteration 12Q: 3 clusters Score -4518726 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -4518982.000000 Penalty: 3346.770996
	Iteration 13Q: 3 clusters Score -4518982 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -4519256.500000 Penalty: 3346.770996
	Iteration 14Q: 3 clusters Score -4519256 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -4519563.500000 Penalty: 3346.770996
	Iteration 15Q: 3 clusters Score -4519564 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -4519764.000000 Penalty: 3346.770996
	Iteration 16Q: 3 clusters Score -4519764 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -4519883.500000 Penalty: 3346.770996
	Iteration 17Q: 3 clusters Score -4519884 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -4519959.000000 Penalty: 3346.770996
	Iteration 18Q: 3 clusters Score -4519959 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -4520016.000000 Penalty: 3346.770996
	Iteration 19Q: 3 clusters Score -4520016 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -4520039.000000 Penalty: 3346.770996
	Iteration 20F: 3 clusters Score -4520039 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -4520050.500000 Penalty: 3346.770996
	Iteration 21Q: 3 clusters Score -4520050 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -4520103.500000 Penalty: 3346.770996
	Iteration 22Q: 3 clusters Score -4520104 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -4520108.000000 Penalty: 3346.770996
	Iteration 23Q: 3 clusters Score -4520108 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -4520124.000000 Penalty: 3346.770996
	Iteration 24Q: 3 clusters Score -4520124 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -4520135.000000 Penalty: 3346.770996
	Iteration 25Q: 3 clusters Score -4520135 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -4520122.000000 Penalty: 3346.770996
	Iteration 26Q: 3 clusters Score -4520122 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -4520114.000000 Penalty: 3346.770996
	Iteration 27Q: 3 clusters Score -4520114 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -4520130.000000 Penalty: 3346.770996
	Iteration 28Q: 3 clusters Score -4520130 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -4520135.500000 Penalty: 3346.770996
	Iteration 29Q: 3 clusters Score -4520136 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -4520145.000000 Penalty: 3346.770996
	Iteration 30Q: 3 clusters Score -4520145 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -4520139.000000 Penalty: 3346.770996
	Iteration 31Q: 3 clusters Score -4520139 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -4520134.500000 Penalty: 3346.770996
	Iteration 32Q: 3 clusters Score -4520134 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -4520123.000000 Penalty: 3346.770996
	Iteration 33Q: 3 clusters Score -4520123 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -4520124.000000 Penalty: 3346.770996
	Iteration 34Q: 3 clusters Score -4520124 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -4520138.000000 Penalty: 3346.770996
	Iteration 35Q: 3 clusters Score -4520138 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -4520132.000000 Penalty: 3346.770996
	Iteration 36Q: 3 clusters Score -4520132 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -4520135.500000 Penalty: 3346.770996
	Iteration 37Q: 3 clusters Score -4520136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -4520136.500000 Penalty: 3346.770996
	Iteration 38Q: 3 clusters Score -4520136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -4520144.000000 Penalty: 3346.770996
	Iteration 39Q: 3 clusters Score -4520144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -4520148.500000 Penalty: 3346.770996
	Iteration 40F: 3 clusters Score -4520148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -4520146.500000 Penalty: 3346.770996
	Iteration 41Q: 3 clusters Score -4520146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -4520144.000000 Penalty: 3346.770996
	Iteration 42Q: 3 clusters Score -4520144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -4520145.000000 Penalty: 3346.770996
	Iteration 43Q: 3 clusters Score -4520145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -4520151.000000 Penalty: 3346.770996
	Iteration 44Q: 3 clusters Score -4520151 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -4520145.500000 Penalty: 3346.770996
	Iteration 45Q: 3 clusters Score -4520146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -4520155.000000 Penalty: 3346.770996
	Iteration 46Q: 3 clusters Score -4520155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -4520167.000000 Penalty: 3346.770996
	Iteration 47Q: 3 clusters Score -4520167 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -4520158.000000 Penalty: 3346.770996
	Iteration 48Q: 3 clusters Score -4520158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -4520168.000000 Penalty: 3346.770996
	Iteration 49Q: 3 clusters Score -4520168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -4520154.000000 Penalty: 3346.770996
	Iteration 50Q: 3 clusters Score -4520154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -4520155.000000 Penalty: 3346.770996
	Iteration 51Q: 3 clusters Score -4520155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -4520155.000000 Penalty: 3346.770996
	Iteration 52Q: 3 clusters Score -4520155 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -4520160.000000 Penalty: 3346.770996
	Iteration 53Q: 3 clusters Score -4520160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -4520165.000000 Penalty: 3346.770996
	Iteration 54Q: 3 clusters Score -4520165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -4520163.500000 Penalty: 3346.770996
	Iteration 55Q: 3 clusters Score -4520164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -4520159.000000 Penalty: 3346.770996
	Iteration 56Q: 3 clusters Score -4520159 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -4520145.000000 Penalty: 3346.770996
	Iteration 57Q: 3 clusters Score -4520145 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -4520140.000000 Penalty: 3346.770996
	Iteration 58Q: 3 clusters Score -4520140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -4520140.000000 Penalty: 3346.770996
	Iteration 59Q: 3 clusters Score -4520140 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -4520136.000000 Penalty: 3346.770996
	Iteration 60F: 3 clusters Score -4520136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -4520129.000000 Penalty: 3346.770996
	Iteration 61Q: 3 clusters Score -4520129 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -4520135.000000 Penalty: 3346.770996
	Iteration 62Q: 3 clusters Score -4520135 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -4520135.000000 Penalty: 3346.770996
	Iteration 63Q: 3 clusters Score -4520135 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -4520140.500000 Penalty: 3346.770996
	Iteration 64Q: 3 clusters Score -4520140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -4520133.500000 Penalty: 3346.770996
	Iteration 65Q: 3 clusters Score -4520134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -4520139.500000 Penalty: 3346.770996
	Iteration 66Q: 3 clusters Score -4520140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -4520148.000000 Penalty: 3346.770996
	Iteration 67Q: 3 clusters Score -4520148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -4520155.500000 Penalty: 3346.770996
	Iteration 68Q: 3 clusters Score -4520156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -4520156.500000 Penalty: 3346.770996
	Iteration 69Q: 3 clusters Score -4520156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -4520149.000000 Penalty: 3346.770996
	Iteration 70Q: 3 clusters Score -4520149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -4520148.000000 Penalty: 3346.770996
	Iteration 71Q: 3 clusters Score -4520148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -4520150.500000 Penalty: 3346.770996
	Iteration 72Q: 3 clusters Score -4520150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -4520155.500000 Penalty: 3346.770996
	Iteration 73Q: 3 clusters Score -4520156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -4520158.500000 Penalty: 3346.770996
	Iteration 74Q: 3 clusters Score -4520158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -4520165.500000 Penalty: 3346.770996
	Iteration 75Q: 3 clusters Score -4520166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -4520169.500000 Penalty: 3346.770996
	Iteration 76Q: 3 clusters Score -4520170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -4520169.000000 Penalty: 3346.770996
	Iteration 77Q: 3 clusters Score -4520169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -4520171.000000 Penalty: 3346.770996
	Iteration 78Q: 3 clusters Score -4520171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -4520169.000000 Penalty: 3346.770996
	Iteration 79Q: 3 clusters Score -4520169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -4520164.000000 Penalty: 3346.770996
	Iteration 80F: 3 clusters Score -4520164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -4520155.500000 Penalty: 3346.770996
	Iteration 81Q: 3 clusters Score -4520156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -4520160.500000 Penalty: 3346.770996
	Iteration 82Q: 3 clusters Score -4520160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -4520160.500000 Penalty: 3346.770996
	Iteration 83Q: 3 clusters Score -4520160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -4520167.500000 Penalty: 3346.770996
	Iteration 84Q: 3 clusters Score -4520168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -4520167.000000 Penalty: 3346.770996
	Iteration 85Q: 3 clusters Score -4520167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -4520172.500000 Penalty: 3346.770996
	Iteration 86Q: 3 clusters Score -4520172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -4520177.000000 Penalty: 3346.770996
	Iteration 87Q: 3 clusters Score -4520177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -4520182.000000 Penalty: 3346.770996
	Iteration 88Q: 3 clusters Score -4520182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -4520183.500000 Penalty: 3346.770996
	Iteration 89Q: 3 clusters Score -4520184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -4520185.500000 Penalty: 3346.770996
	Iteration 90Q: 3 clusters Score -4520186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -4520193.500000 Penalty: 3346.770996
	Iteration 91Q: 3 clusters Score -4520194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -4520198.000000 Penalty: 3346.770996
	Iteration 92Q: 3 clusters Score -4520198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -4520192.500000 Penalty: 3346.770996
	Iteration 93Q: 3 clusters Score -4520192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -4520194.500000 Penalty: 3346.770996
	Iteration 94Q: 3 clusters Score -4520194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -4520185.000000 Penalty: 3346.770996
	Iteration 95Q: 3 clusters Score -4520185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -4520185.000000 Penalty: 3346.770996
	Iteration 96Q: 3 clusters Score -4520185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -4520187.500000 Penalty: 3346.770996
	Iteration 97Q: 3 clusters Score -4520188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -4520180.000000 Penalty: 3346.770996
	Iteration 98Q: 3 clusters Score -4520180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -4520186.000000 Penalty: 3346.770996
	Iteration 99Q: 3 clusters Score -4520186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -4520187.000000 Penalty: 3346.770996
	Iteration 100F: 3 clusters Score -4520187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -4520187.000000 Penalty: 3346.770996
	Iteration 101Q: 3 clusters Score -4520187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -4520188.500000 Penalty: 3346.770996
	Iteration 102Q: 3 clusters Score -4520188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -4520186.500000 Penalty: 3346.770996
	Iteration 103Q: 3 clusters Score -4520186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -4520176.000000 Penalty: 3346.770996
	Iteration 104Q: 3 clusters Score -4520176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -4520179.000000 Penalty: 3346.770996
	Iteration 105Q: 3 clusters Score -4520179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -4520180.000000 Penalty: 3346.770996
	Iteration 106Q: 3 clusters Score -4520180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -4520180.500000 Penalty: 3346.770996
	Iteration 107Q: 3 clusters Score -4520180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -4520174.000000 Penalty: 3346.770996
	Iteration 108Q: 3 clusters Score -4520174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -4520178.000000 Penalty: 3346.770996
	Iteration 109Q: 3 clusters Score -4520178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -4520179.000000 Penalty: 3346.770996
	Iteration 110Q: 3 clusters Score -4520179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -4520186.500000 Penalty: 3346.770996
	Iteration 111Q: 3 clusters Score -4520186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -4520179.500000 Penalty: 3346.770996
	Iteration 112Q: 3 clusters Score -4520180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -4520171.000000 Penalty: 3346.770996
	Iteration 113Q: 3 clusters Score -4520171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -4520177.000000 Penalty: 3346.770996
	Iteration 114Q: 3 clusters Score -4520177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -4520174.000000 Penalty: 3346.770996
	Iteration 115Q: 3 clusters Score -4520174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -4520168.000000 Penalty: 3346.770996
	Iteration 116Q: 3 clusters Score -4520168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -4520182.500000 Penalty: 3346.770996
	Iteration 117Q: 3 clusters Score -4520182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -4520182.500000 Penalty: 3346.770996
	Iteration 118Q: 3 clusters Score -4520182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -4520189.000000 Penalty: 3346.770996
	Iteration 119Q: 3 clusters Score -4520189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -4520189.500000 Penalty: 3346.770996
	Iteration 120F: 3 clusters Score -4520190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -4520188.500000 Penalty: 3346.770996
	Iteration 121Q: 3 clusters Score -4520188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -4520197.000000 Penalty: 3346.770996
	Iteration 122Q: 3 clusters Score -4520197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -4520186.000000 Penalty: 3346.770996
	Iteration 123Q: 3 clusters Score -4520186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -4520185.500000 Penalty: 3346.770996
	Iteration 124Q: 3 clusters Score -4520186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -4520188.000000 Penalty: 3346.770996
	Iteration 125Q: 3 clusters Score -4520188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -4520187.500000 Penalty: 3346.770996
	Iteration 126Q: 3 clusters Score -4520188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -4520190.000000 Penalty: 3346.770996
	Iteration 127Q: 3 clusters Score -4520190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -4520184.500000 Penalty: 3346.770996
	Iteration 128Q: 3 clusters Score -4520184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -4520185.500000 Penalty: 3346.770996
	Iteration 129Q: 3 clusters Score -4520186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -4520184.000000 Penalty: 3346.770996
	Iteration 130Q: 3 clusters Score -4520184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -4520179.500000 Penalty: 3346.770996
	Iteration 131Q: 3 clusters Score -4520180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -4520185.500000 Penalty: 3346.770996
	Iteration 132Q: 3 clusters Score -4520186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -4520185.000000 Penalty: 3346.770996
	Iteration 133Q: 3 clusters Score -4520185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -4520186.500000 Penalty: 3346.770996
	Iteration 134Q: 3 clusters Score -4520186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -4520187.000000 Penalty: 3346.770996
	Iteration 135Q: 3 clusters Score -4520187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -4520187.000000 Penalty: 3346.770996
	Iteration 136F: 3 clusters Score -4520187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -185515.390625 Penalty: 1185.777344
	Iteration 0F: 2 clusters Score -185515.4 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 779 members 
Entering Unmasked Estep 
Score: -183754.875000 Penalty: 2371.554688
	Iteration 0F: 3 clusters Score -183754.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -184128.296875 Penalty: 2371.554688
	Iteration 1F: 3 clusters Score -184128.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -184249.000000 Penalty: 2371.554688
	Iteration 2F: 3 clusters Score -184249 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -184334.015625 Penalty: 2371.554688
	Iteration 3F: 3 clusters Score -184334 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -184418.703125 Penalty: 2371.554688
	Iteration 4Q: 3 clusters Score -184418.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -184500.484375 Penalty: 2371.554688
	Iteration 5Q: 3 clusters Score -184500.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -184562.578125 Penalty: 2371.554688
	Iteration 6Q: 3 clusters Score -184562.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -184617.296875 Penalty: 2371.554688
	Iteration 7Q: 3 clusters Score -184617.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -184671.765625 Penalty: 2371.554688
	Iteration 8Q: 3 clusters Score -184671.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -184721.000000 Penalty: 2371.554688
	Iteration 9Q: 3 clusters Score -184721 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -184760.781250 Penalty: 2371.554688
	Iteration 10Q: 3 clusters Score -184760.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -184788.312500 Penalty: 2371.554688
	Iteration 11Q: 3 clusters Score -184788.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -184809.265625 Penalty: 2371.554688
	Iteration 12Q: 3 clusters Score -184809.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -184820.000000 Penalty: 2371.554688
	Iteration 13Q: 3 clusters Score -184820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -184824.328125 Penalty: 2371.554688
	Iteration 14Q: 3 clusters Score -184824.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -184832.312500 Penalty: 2371.554688
	Iteration 15Q: 3 clusters Score -184832.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -184838.234375 Penalty: 2371.554688
	Iteration 16Q: 3 clusters Score -184838.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -184843.656250 Penalty: 2371.554688
	Iteration 17Q: 3 clusters Score -184843.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -184850.343750 Penalty: 2371.554688
	Iteration 18Q: 3 clusters Score -184850.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -184857.000000 Penalty: 2371.554688
	Iteration 19Q: 3 clusters Score -184857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -184863.921875 Penalty: 2371.554688
	Iteration 20F: 3 clusters Score -184863.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -184872.250000 Penalty: 2371.554688
	Iteration 21Q: 3 clusters Score -184872.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -184877.062500 Penalty: 2371.554688
	Iteration 22Q: 3 clusters Score -184877.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -184882.156250 Penalty: 2371.554688
	Iteration 23Q: 3 clusters Score -184882.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -184893.812500 Penalty: 2371.554688
	Iteration 24Q: 3 clusters Score -184893.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -184899.093750 Penalty: 2371.554688
	Iteration 25Q: 3 clusters Score -184899.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -184902.781250 Penalty: 2371.554688
	Iteration 26Q: 3 clusters Score -184902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -184905.906250 Penalty: 2371.554688
	Iteration 27Q: 3 clusters Score -184905.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -184909.156250 Penalty: 2371.554688
	Iteration 28Q: 3 clusters Score -184909.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -184913.687500 Penalty: 2371.554688
	Iteration 29Q: 3 clusters Score -184913.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -184922.843750 Penalty: 2371.554688
	Iteration 30Q: 3 clusters Score -184922.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -184926.265625 Penalty: 2371.554688
	Iteration 31Q: 3 clusters Score -184926.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -184930.093750 Penalty: 2371.554688
	Iteration 32Q: 3 clusters Score -184930.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -184930.828125 Penalty: 2371.554688
	Iteration 33Q: 3 clusters Score -184930.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -184931.265625 Penalty: 2371.554688
	Iteration 34Q: 3 clusters Score -184931.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -184931.265625 Penalty: 2371.554688
	Iteration 35F: 3 clusters Score -184931.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Entering Unmasked Estep 
Score: -1615911.875000 Penalty: 1555.188354
	Iteration 0F: 2 clusters Score -1615912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1605814.500000 Penalty: 3110.376709
	Iteration 0F: 3 clusters Score -1605814 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1609647.375000 Penalty: 3110.376709
	Iteration 1F: 3 clusters Score -1609647 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1610145.625000 Penalty: 3110.376709
	Iteration 2F: 3 clusters Score -1610146 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1610547.750000 Penalty: 3110.376709
	Iteration 3F: 3 clusters Score -1610548 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1610888.250000 Penalty: 3110.376709
	Iteration 4F: 3 clusters Score -1610888 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1611147.000000 Penalty: 3110.376709
	Iteration 5Q: 3 clusters Score -1611147 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1611379.375000 Penalty: 3110.376709
	Iteration 6Q: 3 clusters Score -1611379 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1611642.125000 Penalty: 3110.376709
	Iteration 7Q: 3 clusters Score -1611642 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1611971.000000 Penalty: 3110.376709
	Iteration 8Q: 3 clusters Score -1611971 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1612365.500000 Penalty: 3110.376709
	Iteration 9Q: 3 clusters Score -1612366 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1612884.125000 Penalty: 3110.376709
	Iteration 10F: 3 clusters Score -1612884 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1613436.875000 Penalty: 3110.376709
	Iteration 11Q: 3 clusters Score -1613437 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1614022.875000 Penalty: 3110.376709
	Iteration 12Q: 3 clusters Score -1614023 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1614474.375000 Penalty: 3110.376709
	Iteration 13Q: 3 clusters Score -1614474 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1614783.125000 Penalty: 3110.376709
	Iteration 14Q: 3 clusters Score -1614783 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1614946.500000 Penalty: 3110.376709
	Iteration 15Q: 3 clusters Score -1614946 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1615041.375000 Penalty: 3110.376709
	Iteration 16Q: 3 clusters Score -1615041 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1615104.000000 Penalty: 3110.376709
	Iteration 17Q: 3 clusters Score -1615104 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1615156.625000 Penalty: 3110.376709
	Iteration 18Q: 3 clusters Score -1615157 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1615199.750000 Penalty: 3110.376709
	Iteration 19Q: 3 clusters Score -1615200 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1615235.500000 Penalty: 3110.376709
	Iteration 20F: 3 clusters Score -1615236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1615271.250000 Penalty: 3110.376709
	Iteration 21Q: 3 clusters Score -1615271 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1615313.625000 Penalty: 3110.376709
	Iteration 22Q: 3 clusters Score -1615314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1615335.125000 Penalty: 3110.376709
	Iteration 23Q: 3 clusters Score -1615335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1615355.750000 Penalty: 3110.376709
	Iteration 24Q: 3 clusters Score -1615356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1615375.625000 Penalty: 3110.376709
	Iteration 25Q: 3 clusters Score -1615376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1615394.875000 Penalty: 3110.376709
	Iteration 26Q: 3 clusters Score -1615395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1615416.500000 Penalty: 3110.376709
	Iteration 27Q: 3 clusters Score -1615416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1615427.375000 Penalty: 3110.376709
	Iteration 28Q: 3 clusters Score -1615427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1615436.000000 Penalty: 3110.376709
	Iteration 29Q: 3 clusters Score -1615436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1615436.750000 Penalty: 3110.376709
	Iteration 30Q: 3 clusters Score -1615437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1615439.375000 Penalty: 3110.376709
	Iteration 31Q: 3 clusters Score -1615439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1615439.500000 Penalty: 3110.376709
	Iteration 32Q: 3 clusters Score -1615440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1615440.750000 Penalty: 3110.376709
	Iteration 33Q: 3 clusters Score -1615441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1615440.750000 Penalty: 3110.376709
	Iteration 34Q: 3 clusters Score -1615441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1615439.500000 Penalty: 3110.376709
	Iteration 35Q: 3 clusters Score -1615440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1615439.875000 Penalty: 3110.376709
	Iteration 36Q: 3 clusters Score -1615440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1615441.625000 Penalty: 3110.376709
	Iteration 37Q: 3 clusters Score -1615442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1615441.625000 Penalty: 3110.376709
	Iteration 38F: 3 clusters Score -1615442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -17486.621094 Penalty: 842.039856
	Iteration 0F: 2 clusters Score -17486.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16831.498047 Penalty: 1684.079712
	Iteration 0F: 3 clusters Score -16831.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16906.214844 Penalty: 1684.079712
	Iteration 1F: 3 clusters Score -16906.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16929.955078 Penalty: 1684.079712
	Iteration 2Q: 3 clusters Score -16929.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16974.820312 Penalty: 1684.079712
	Iteration 3Q: 3 clusters Score -16974.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16982.888672 Penalty: 1684.079712
	Iteration 4Q: 3 clusters Score -16982.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16990.162109 Penalty: 1684.079712
	Iteration 5Q: 3 clusters Score -16990.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16990.162109 Penalty: 1684.079712
	Iteration 6F: 3 clusters Score -16990.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Entering Unmasked Estep 
Score: -1664424.875000 Penalty: 1515.009155
	Iteration 0F: 2 clusters Score -1664425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1656618.750000 Penalty: 3030.018311
	Iteration 0F: 3 clusters Score -1656619 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1659333.625000 Penalty: 3030.018311
	Iteration 1F: 3 clusters Score -1659334 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1659709.625000 Penalty: 3030.018311
	Iteration 2F: 3 clusters Score -1659710 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1660094.875000 Penalty: 3030.018311
	Iteration 3F: 3 clusters Score -1660095 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1660526.625000 Penalty: 3030.018311
	Iteration 4F: 3 clusters Score -1660527 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1660950.875000 Penalty: 3030.018311
	Iteration 5F: 3 clusters Score -1660951 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1661437.250000 Penalty: 3030.018311
	Iteration 6F: 3 clusters Score -1661437 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1661864.500000 Penalty: 3030.018311
	Iteration 7Q: 3 clusters Score -1661864 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1662189.250000 Penalty: 3030.018311
	Iteration 8Q: 3 clusters Score -1662189 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1662402.000000 Penalty: 3030.018311
	Iteration 9Q: 3 clusters Score -1662402 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1662560.625000 Penalty: 3030.018311
	Iteration 10Q: 3 clusters Score -1662561 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1662681.875000 Penalty: 3030.018311
	Iteration 11Q: 3 clusters Score -1662682 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1662780.875000 Penalty: 3030.018311
	Iteration 12Q: 3 clusters Score -1662781 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1662878.375000 Penalty: 3030.018311
	Iteration 13Q: 3 clusters Score -1662878 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1662954.250000 Penalty: 3030.018311
	Iteration 14Q: 3 clusters Score -1662954 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1663032.625000 Penalty: 3030.018311
	Iteration 15Q: 3 clusters Score -1663033 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1663141.125000 Penalty: 3030.018311
	Iteration 16Q: 3 clusters Score -1663141 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1663246.750000 Penalty: 3030.018311
	Iteration 17Q: 3 clusters Score -1663247 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1663349.625000 Penalty: 3030.018311
	Iteration 18Q: 3 clusters Score -1663350 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1663438.375000 Penalty: 3030.018311
	Iteration 19Q: 3 clusters Score -1663438 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1663530.250000 Penalty: 3030.018311
	Iteration 20F: 3 clusters Score -1663530 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1663632.500000 Penalty: 3030.018311
	Iteration 21Q: 3 clusters Score -1663632 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1663724.250000 Penalty: 3030.018311
	Iteration 22Q: 3 clusters Score -1663724 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1663781.125000 Penalty: 3030.018311
	Iteration 23Q: 3 clusters Score -1663781 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1663819.250000 Penalty: 3030.018311
	Iteration 24Q: 3 clusters Score -1663819 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1663844.625000 Penalty: 3030.018311
	Iteration 25Q: 3 clusters Score -1663845 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1663862.125000 Penalty: 3030.018311
	Iteration 26Q: 3 clusters Score -1663862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1663870.250000 Penalty: 3030.018311
	Iteration 27Q: 3 clusters Score -1663870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1663877.750000 Penalty: 3030.018311
	Iteration 28Q: 3 clusters Score -1663878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1663888.625000 Penalty: 3030.018311
	Iteration 29Q: 3 clusters Score -1663889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1663890.875000 Penalty: 3030.018311
	Iteration 30Q: 3 clusters Score -1663891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1663892.250000 Penalty: 3030.018311
	Iteration 31Q: 3 clusters Score -1663892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1663893.750000 Penalty: 3030.018311
	Iteration 32Q: 3 clusters Score -1663894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1663898.250000 Penalty: 3030.018311
	Iteration 33Q: 3 clusters Score -1663898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1663900.625000 Penalty: 3030.018311
	Iteration 34Q: 3 clusters Score -1663901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1663905.625000 Penalty: 3030.018311
	Iteration 35Q: 3 clusters Score -1663906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1663909.000000 Penalty: 3030.018311
	Iteration 36Q: 3 clusters Score -1663909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1663910.500000 Penalty: 3030.018311
	Iteration 37Q: 3 clusters Score -1663910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1663909.500000 Penalty: 3030.018311
	Iteration 38Q: 3 clusters Score -1663910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1663910.000000 Penalty: 3030.018311
	Iteration 39Q: 3 clusters Score -1663910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1663910.500000 Penalty: 3030.018311
	Iteration 40F: 3 clusters Score -1663910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1663910.625000 Penalty: 3030.018311
	Iteration 41Q: 3 clusters Score -1663911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1663912.000000 Penalty: 3030.018311
	Iteration 42Q: 3 clusters Score -1663912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1663912.000000 Penalty: 3030.018311
	Iteration 43F: 3 clusters Score -1663912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Entering Unmasked Estep 
Score: -651675.437500 Penalty: 1379.094360
	Iteration 0F: 2 clusters Score -651675.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -647717.687500 Penalty: 2758.188721
	Iteration 0F: 3 clusters Score -647717.7 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -648860.375000 Penalty: 2758.188721
	Iteration 1F: 3 clusters Score -648860.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -649063.500000 Penalty: 2758.188721
	Iteration 2F: 3 clusters Score -649063.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -649224.437500 Penalty: 2758.188721
	Iteration 3F: 3 clusters Score -649224.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -649357.687500 Penalty: 2758.188721
	Iteration 4Q: 3 clusters Score -649357.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -649455.812500 Penalty: 2758.188721
	Iteration 5Q: 3 clusters Score -649455.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -649567.250000 Penalty: 2758.188721
	Iteration 6Q: 3 clusters Score -649567.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -649679.437500 Penalty: 2758.188721
	Iteration 7Q: 3 clusters Score -649679.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -649766.125000 Penalty: 2758.188721
	Iteration 8Q: 3 clusters Score -649766.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -649855.625000 Penalty: 2758.188721
	Iteration 9Q: 3 clusters Score -649855.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -649959.312500 Penalty: 2758.188721
	Iteration 10Q: 3 clusters Score -649959.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -650056.312500 Penalty: 2758.188721
	Iteration 11Q: 3 clusters Score -650056.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -650129.500000 Penalty: 2758.188721
	Iteration 12Q: 3 clusters Score -650129.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -650188.625000 Penalty: 2758.188721
	Iteration 13Q: 3 clusters Score -650188.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -650240.937500 Penalty: 2758.188721
	Iteration 14Q: 3 clusters Score -650240.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -650295.875000 Penalty: 2758.188721
	Iteration 15Q: 3 clusters Score -650295.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -650360.250000 Penalty: 2758.188721
	Iteration 16Q: 3 clusters Score -650360.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -650429.000000 Penalty: 2758.188721
	Iteration 17Q: 3 clusters Score -650429 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -650491.812500 Penalty: 2758.188721
	Iteration 18Q: 3 clusters Score -650491.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -650534.812500 Penalty: 2758.188721
	Iteration 19Q: 3 clusters Score -650534.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -650567.750000 Penalty: 2758.188721
	Iteration 20F: 3 clusters Score -650567.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -650590.750000 Penalty: 2758.188721
	Iteration 21Q: 3 clusters Score -650590.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -650610.937500 Penalty: 2758.188721
	Iteration 22Q: 3 clusters Score -650610.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -650625.062500 Penalty: 2758.188721
	Iteration 23Q: 3 clusters Score -650625.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -650636.500000 Penalty: 2758.188721
	Iteration 24Q: 3 clusters Score -650636.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -650650.687500 Penalty: 2758.188721
	Iteration 25Q: 3 clusters Score -650650.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -650670.000000 Penalty: 2758.188721
	Iteration 26Q: 3 clusters Score -650670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -650685.375000 Penalty: 2758.188721
	Iteration 27Q: 3 clusters Score -650685.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -650702.375000 Penalty: 2758.188721
	Iteration 28Q: 3 clusters Score -650702.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -650720.687500 Penalty: 2758.188721
	Iteration 29Q: 3 clusters Score -650720.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -650731.187500 Penalty: 2758.188721
	Iteration 30Q: 3 clusters Score -650731.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -650741.125000 Penalty: 2758.188721
	Iteration 31Q: 3 clusters Score -650741.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -650748.250000 Penalty: 2758.188721
	Iteration 32Q: 3 clusters Score -650748.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -650756.750000 Penalty: 2758.188721
	Iteration 33Q: 3 clusters Score -650756.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -650762.687500 Penalty: 2758.188721
	Iteration 34Q: 3 clusters Score -650762.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -650766.687500 Penalty: 2758.188721
	Iteration 35Q: 3 clusters Score -650766.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -650768.875000 Penalty: 2758.188721
	Iteration 36Q: 3 clusters Score -650768.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -650771.437500 Penalty: 2758.188721
	Iteration 37Q: 3 clusters Score -650771.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -650773.062500 Penalty: 2758.188721
	Iteration 38Q: 3 clusters Score -650773.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -650775.750000 Penalty: 2758.188721
	Iteration 39Q: 3 clusters Score -650775.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -650778.875000 Penalty: 2758.188721
	Iteration 40F: 3 clusters Score -650778.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -650781.500000 Penalty: 2758.188721
	Iteration 41Q: 3 clusters Score -650781.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -650787.375000 Penalty: 2758.188721
	Iteration 42Q: 3 clusters Score -650787.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -650793.062500 Penalty: 2758.188721
	Iteration 43Q: 3 clusters Score -650793.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -650796.437500 Penalty: 2758.188721
	Iteration 44Q: 3 clusters Score -650796.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -650797.500000 Penalty: 2758.188721
	Iteration 45Q: 3 clusters Score -650797.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -650798.812500 Penalty: 2758.188721
	Iteration 46Q: 3 clusters Score -650798.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -650800.937500 Penalty: 2758.188721
	Iteration 47Q: 3 clusters Score -650800.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -650802.437500 Penalty: 2758.188721
	Iteration 48Q: 3 clusters Score -650802.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -650802.125000 Penalty: 2758.188721
	Iteration 49Q: 3 clusters Score -650802.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -650803.500000 Penalty: 2758.188721
	Iteration 50Q: 3 clusters Score -650803.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -650804.625000 Penalty: 2758.188721
	Iteration 51Q: 3 clusters Score -650804.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -650804.500000 Penalty: 2758.188721
	Iteration 52Q: 3 clusters Score -650804.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -650804.500000 Penalty: 2758.188721
	Iteration 53F: 3 clusters Score -650804.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -230748.078125 Penalty: 1201.104980
	Iteration 0F: 2 clusters Score -230748.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -228926.312500 Penalty: 2402.209961
	Iteration 0F: 3 clusters Score -228926.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -229327.656250 Penalty: 2402.209961
	Iteration 1F: 3 clusters Score -229327.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -229479.718750 Penalty: 2402.209961
	Iteration 2F: 3 clusters Score -229479.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -229625.109375 Penalty: 2402.209961
	Iteration 3F: 3 clusters Score -229625.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -229787.281250 Penalty: 2402.209961
	Iteration 4F: 3 clusters Score -229787.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -229961.843750 Penalty: 2402.209961
	Iteration 5F: 3 clusters Score -229961.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -230120.890625 Penalty: 2402.209961
	Iteration 6F: 3 clusters Score -230120.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -230250.296875 Penalty: 2402.209961
	Iteration 7Q: 3 clusters Score -230250.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -230338.609375 Penalty: 2402.209961
	Iteration 8Q: 3 clusters Score -230338.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -230401.625000 Penalty: 2402.209961
	Iteration 9Q: 3 clusters Score -230401.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -230464.406250 Penalty: 2402.209961
	Iteration 10Q: 3 clusters Score -230464.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -230519.031250 Penalty: 2402.209961
	Iteration 11Q: 3 clusters Score -230519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -230561.406250 Penalty: 2402.209961
	Iteration 12Q: 3 clusters Score -230561.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -230591.359375 Penalty: 2402.209961
	Iteration 13Q: 3 clusters Score -230591.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -230610.640625 Penalty: 2402.209961
	Iteration 14Q: 3 clusters Score -230610.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -230624.812500 Penalty: 2402.209961
	Iteration 15Q: 3 clusters Score -230624.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -230635.125000 Penalty: 2402.209961
	Iteration 16Q: 3 clusters Score -230635.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -230641.843750 Penalty: 2402.209961
	Iteration 17Q: 3 clusters Score -230641.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -230646.421875 Penalty: 2402.209961
	Iteration 18Q: 3 clusters Score -230646.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -230648.453125 Penalty: 2402.209961
	Iteration 19Q: 3 clusters Score -230648.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -230656.296875 Penalty: 2402.209961
	Iteration 20F: 3 clusters Score -230656.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -230661.187500 Penalty: 2402.209961
	Iteration 21Q: 3 clusters Score -230661.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -230662.531250 Penalty: 2402.209961
	Iteration 22Q: 3 clusters Score -230662.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -230665.015625 Penalty: 2402.209961
	Iteration 23Q: 3 clusters Score -230665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -230667.875000 Penalty: 2402.209961
	Iteration 24Q: 3 clusters Score -230667.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -230669.765625 Penalty: 2402.209961
	Iteration 25Q: 3 clusters Score -230669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -230670.484375 Penalty: 2402.209961
	Iteration 26Q: 3 clusters Score -230670.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -230671.875000 Penalty: 2402.209961
	Iteration 27Q: 3 clusters Score -230671.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -230672.562500 Penalty: 2402.209961
	Iteration 28Q: 3 clusters Score -230672.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -230674.250000 Penalty: 2402.209961
	Iteration 29Q: 3 clusters Score -230674.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -230675.000000 Penalty: 2402.209961
	Iteration 30Q: 3 clusters Score -230675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -230675.000000 Penalty: 2402.209961
	Iteration 31F: 3 clusters Score -230675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Entering Unmasked Estep 
Score: -3376554.250000 Penalty: 1626.077515
	Iteration 0F: 2 clusters Score -3376554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -3362654.750000 Penalty: 3252.155029
	Iteration 0F: 3 clusters Score -3362655 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -3368443.250000 Penalty: 3252.155029
	Iteration 1F: 3 clusters Score -3368443 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -3369099.250000 Penalty: 3252.155029
	Iteration 2F: 3 clusters Score -3369099 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -3369756.250000 Penalty: 3252.155029
	Iteration 3F: 3 clusters Score -3369756 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3370337.750000 Penalty: 3252.155029
	Iteration 4F: 3 clusters Score -3370338 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3370839.750000 Penalty: 3252.155029
	Iteration 5F: 3 clusters Score -3370840 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3371344.250000 Penalty: 3252.155029
	Iteration 6Q: 3 clusters Score -3371344 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -3371828.750000 Penalty: 3252.155029
	Iteration 7Q: 3 clusters Score -3371829 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -3372295.000000 Penalty: 3252.155029
	Iteration 8Q: 3 clusters Score -3372295 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -3372828.250000 Penalty: 3252.155029
	Iteration 9Q: 3 clusters Score -3372828 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -3373355.750000 Penalty: 3252.155029
	Iteration 10Q: 3 clusters Score -3373356 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -3373838.250000 Penalty: 3252.155029
	Iteration 11Q: 3 clusters Score -3373838 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -3374285.500000 Penalty: 3252.155029
	Iteration 12Q: 3 clusters Score -3374286 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -3374612.000000 Penalty: 3252.155029
	Iteration 13Q: 3 clusters Score -3374612 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -3374851.500000 Penalty: 3252.155029
	Iteration 14Q: 3 clusters Score -3374852 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -3374979.250000 Penalty: 3252.155029
	Iteration 15Q: 3 clusters Score -3374979 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -3375074.000000 Penalty: 3252.155029
	Iteration 16Q: 3 clusters Score -3375074 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -3375097.000000 Penalty: 3252.155029
	Iteration 17Q: 3 clusters Score -3375097 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -3375122.000000 Penalty: 3252.155029
	Iteration 18Q: 3 clusters Score -3375122 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -3375163.250000 Penalty: 3252.155029
	Iteration 19Q: 3 clusters Score -3375163 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -3375195.000000 Penalty: 3252.155029
	Iteration 20F: 3 clusters Score -3375195 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3375208.250000 Penalty: 3252.155029
	Iteration 21Q: 3 clusters Score -3375208 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -3375232.250000 Penalty: 3252.155029
	Iteration 22Q: 3 clusters Score -3375232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -3375249.500000 Penalty: 3252.155029
	Iteration 23Q: 3 clusters Score -3375250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -3375255.000000 Penalty: 3252.155029
	Iteration 24Q: 3 clusters Score -3375255 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -3375267.000000 Penalty: 3252.155029
	Iteration 25Q: 3 clusters Score -3375267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -3375265.250000 Penalty: 3252.155029
	Iteration 26Q: 3 clusters Score -3375265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3375270.750000 Penalty: 3252.155029
	Iteration 27Q: 3 clusters Score -3375271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -3375266.500000 Penalty: 3252.155029
	Iteration 28Q: 3 clusters Score -3375266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -3375269.750000 Penalty: 3252.155029
	Iteration 29Q: 3 clusters Score -3375270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -3375276.250000 Penalty: 3252.155029
	Iteration 30Q: 3 clusters Score -3375276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -3375276.500000 Penalty: 3252.155029
	Iteration 31Q: 3 clusters Score -3375276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -3375282.750000 Penalty: 3252.155029
	Iteration 32Q: 3 clusters Score -3375283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -3375286.500000 Penalty: 3252.155029
	Iteration 33Q: 3 clusters Score -3375286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -3375280.250000 Penalty: 3252.155029
	Iteration 34Q: 3 clusters Score -3375280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -3375280.250000 Penalty: 3252.155029
	Iteration 35Q: 3 clusters Score -3375280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -3375280.250000 Penalty: 3252.155029
	Iteration 36F: 3 clusters Score -3375280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Entering Unmasked Estep 
Score: -1178781.500000 Penalty: 1460.175537
	Iteration 0F: 2 clusters Score -1178782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1172844.125000 Penalty: 2920.351074
	Iteration 0F: 3 clusters Score -1172844 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1174709.500000 Penalty: 2920.351074
	Iteration 1F: 3 clusters Score -1174710 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1174951.000000 Penalty: 2920.351074
	Iteration 2F: 3 clusters Score -1174951 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1175126.500000 Penalty: 2920.351074
	Iteration 3F: 3 clusters Score -1175126 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1175238.000000 Penalty: 2920.351074
	Iteration 4Q: 3 clusters Score -1175238 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1175314.375000 Penalty: 2920.351074
	Iteration 5Q: 3 clusters Score -1175314 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1175369.875000 Penalty: 2920.351074
	Iteration 6Q: 3 clusters Score -1175370 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1175423.500000 Penalty: 2920.351074
	Iteration 7Q: 3 clusters Score -1175424 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1175482.750000 Penalty: 2920.351074
	Iteration 8Q: 3 clusters Score -1175483 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1175557.625000 Penalty: 2920.351074
	Iteration 9Q: 3 clusters Score -1175558 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1175644.625000 Penalty: 2920.351074
	Iteration 10Q: 3 clusters Score -1175645 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1175745.625000 Penalty: 2920.351074
	Iteration 11Q: 3 clusters Score -1175746 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1175884.875000 Penalty: 2920.351074
	Iteration 12Q: 3 clusters Score -1175885 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1176037.375000 Penalty: 2920.351074
	Iteration 13Q: 3 clusters Score -1176037 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1176205.000000 Penalty: 2920.351074
	Iteration 14Q: 3 clusters Score -1176205 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1176422.000000 Penalty: 2920.351074
	Iteration 15Q: 3 clusters Score -1176422 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1176631.625000 Penalty: 2920.351074
	Iteration 16Q: 3 clusters Score -1176632 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1176824.875000 Penalty: 2920.351074
	Iteration 17Q: 3 clusters Score -1176825 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1177006.625000 Penalty: 2920.351074
	Iteration 18Q: 3 clusters Score -1177007 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1177139.875000 Penalty: 2920.351074
	Iteration 19Q: 3 clusters Score -1177140 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1177221.250000 Penalty: 2920.351074
	Iteration 20F: 3 clusters Score -1177221 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1177279.750000 Penalty: 2920.351074
	Iteration 21Q: 3 clusters Score -1177280 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1177321.125000 Penalty: 2920.351074
	Iteration 22Q: 3 clusters Score -1177321 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1177344.250000 Penalty: 2920.351074
	Iteration 23Q: 3 clusters Score -1177344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1177357.250000 Penalty: 2920.351074
	Iteration 24Q: 3 clusters Score -1177357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1177367.250000 Penalty: 2920.351074
	Iteration 25Q: 3 clusters Score -1177367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1177376.500000 Penalty: 2920.351074
	Iteration 26Q: 3 clusters Score -1177376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1177390.500000 Penalty: 2920.351074
	Iteration 27Q: 3 clusters Score -1177390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1177402.750000 Penalty: 2920.351074
	Iteration 28Q: 3 clusters Score -1177403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1177411.625000 Penalty: 2920.351074
	Iteration 29Q: 3 clusters Score -1177412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1177421.625000 Penalty: 2920.351074
	Iteration 30Q: 3 clusters Score -1177422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1177427.750000 Penalty: 2920.351074
	Iteration 31Q: 3 clusters Score -1177428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1177437.375000 Penalty: 2920.351074
	Iteration 32Q: 3 clusters Score -1177437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1177444.000000 Penalty: 2920.351074
	Iteration 33Q: 3 clusters Score -1177444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1177453.500000 Penalty: 2920.351074
	Iteration 34Q: 3 clusters Score -1177454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1177460.875000 Penalty: 2920.351074
	Iteration 35Q: 3 clusters Score -1177461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1177465.000000 Penalty: 2920.351074
	Iteration 36Q: 3 clusters Score -1177465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1177469.375000 Penalty: 2920.351074
	Iteration 37Q: 3 clusters Score -1177469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1177469.375000 Penalty: 2920.351074
	Iteration 38F: 3 clusters Score -1177469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Entering Unmasked Estep 
Score: -1681545.000000 Penalty: 1513.741211
	Iteration 0F: 2 clusters Score -1681545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1673762.000000 Penalty: 3027.482422
	Iteration 0F: 3 clusters Score -1673762 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1676395.250000 Penalty: 3027.482422
	Iteration 1F: 3 clusters Score -1676395 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1676796.625000 Penalty: 3027.482422
	Iteration 2F: 3 clusters Score -1676797 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1677262.750000 Penalty: 3027.482422
	Iteration 3F: 3 clusters Score -1677263 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1677669.625000 Penalty: 3027.482422
	Iteration 4F: 3 clusters Score -1677670 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1678005.000000 Penalty: 3027.482422
	Iteration 5F: 3 clusters Score -1678005 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1678297.500000 Penalty: 3027.482422
	Iteration 6Q: 3 clusters Score -1678298 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1678565.250000 Penalty: 3027.482422
	Iteration 7Q: 3 clusters Score -1678565 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1678803.125000 Penalty: 3027.482422
	Iteration 8Q: 3 clusters Score -1678803 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1679007.000000 Penalty: 3027.482422
	Iteration 9Q: 3 clusters Score -1679007 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1679210.000000 Penalty: 3027.482422
	Iteration 10Q: 3 clusters Score -1679210 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1679415.500000 Penalty: 3027.482422
	Iteration 11Q: 3 clusters Score -1679416 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1679577.125000 Penalty: 3027.482422
	Iteration 12Q: 3 clusters Score -1679577 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1679711.375000 Penalty: 3027.482422
	Iteration 13Q: 3 clusters Score -1679711 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1679814.125000 Penalty: 3027.482422
	Iteration 14Q: 3 clusters Score -1679814 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1679893.750000 Penalty: 3027.482422
	Iteration 15Q: 3 clusters Score -1679894 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1679969.000000 Penalty: 3027.482422
	Iteration 16Q: 3 clusters Score -1679969 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1680044.125000 Penalty: 3027.482422
	Iteration 17Q: 3 clusters Score -1680044 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1680088.875000 Penalty: 3027.482422
	Iteration 18Q: 3 clusters Score -1680089 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1680127.875000 Penalty: 3027.482422
	Iteration 19Q: 3 clusters Score -1680128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1680154.875000 Penalty: 3027.482422
	Iteration 20F: 3 clusters Score -1680155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1680175.875000 Penalty: 3027.482422
	Iteration 21Q: 3 clusters Score -1680176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1680200.000000 Penalty: 3027.482422
	Iteration 22Q: 3 clusters Score -1680200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1680206.750000 Penalty: 3027.482422
	Iteration 23Q: 3 clusters Score -1680207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1680212.625000 Penalty: 3027.482422
	Iteration 24Q: 3 clusters Score -1680213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1680215.250000 Penalty: 3027.482422
	Iteration 25Q: 3 clusters Score -1680215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1680222.000000 Penalty: 3027.482422
	Iteration 26Q: 3 clusters Score -1680222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1680226.250000 Penalty: 3027.482422
	Iteration 27Q: 3 clusters Score -1680226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1680229.250000 Penalty: 3027.482422
	Iteration 28Q: 3 clusters Score -1680229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1680232.250000 Penalty: 3027.482422
	Iteration 29Q: 3 clusters Score -1680232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1680234.250000 Penalty: 3027.482422
	Iteration 30Q: 3 clusters Score -1680234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1680234.250000 Penalty: 3027.482422
	Iteration 31F: 3 clusters Score -1680234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Entering Unmasked Estep 
Score: -824039.812500 Penalty: 1397.659668
	Iteration 0F: 2 clusters Score -824039.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -819765.125000 Penalty: 2795.319336
	Iteration 0F: 3 clusters Score -819765.1 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -820987.437500 Penalty: 2795.319336
	Iteration 1F: 3 clusters Score -820987.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -821152.875000 Penalty: 2795.319336
	Iteration 2F: 3 clusters Score -821152.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -821254.750000 Penalty: 2795.319336
	Iteration 3Q: 3 clusters Score -821254.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -821333.312500 Penalty: 2795.319336
	Iteration 4Q: 3 clusters Score -821333.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -821399.375000 Penalty: 2795.319336
	Iteration 5Q: 3 clusters Score -821399.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -821444.687500 Penalty: 2795.319336
	Iteration 6Q: 3 clusters Score -821444.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -821479.187500 Penalty: 2795.319336
	Iteration 7Q: 3 clusters Score -821479.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -821509.375000 Penalty: 2795.319336
	Iteration 8Q: 3 clusters Score -821509.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -821541.125000 Penalty: 2795.319336
	Iteration 9Q: 3 clusters Score -821541.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -821571.187500 Penalty: 2795.319336
	Iteration 10Q: 3 clusters Score -821571.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -821607.687500 Penalty: 2795.319336
	Iteration 11Q: 3 clusters Score -821607.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -821650.812500 Penalty: 2795.319336
	Iteration 12Q: 3 clusters Score -821650.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -821705.000000 Penalty: 2795.319336
	Iteration 13Q: 3 clusters Score -821705 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -821762.500000 Penalty: 2795.319336
	Iteration 14Q: 3 clusters Score -821762.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -821823.187500 Penalty: 2795.319336
	Iteration 15Q: 3 clusters Score -821823.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -821903.187500 Penalty: 2795.319336
	Iteration 16Q: 3 clusters Score -821903.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -821998.625000 Penalty: 2795.319336
	Iteration 17Q: 3 clusters Score -821998.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -822112.250000 Penalty: 2795.319336
	Iteration 18Q: 3 clusters Score -822112.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -822230.000000 Penalty: 2795.319336
	Iteration 19Q: 3 clusters Score -822230 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -822349.312500 Penalty: 2795.319336
	Iteration 20F: 3 clusters Score -822349.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -822456.000000 Penalty: 2795.319336
	Iteration 21Q: 3 clusters Score -822456 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -822541.125000 Penalty: 2795.319336
	Iteration 22Q: 3 clusters Score -822541.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -822603.375000 Penalty: 2795.319336
	Iteration 23Q: 3 clusters Score -822603.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -822656.750000 Penalty: 2795.319336
	Iteration 24Q: 3 clusters Score -822656.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -822693.250000 Penalty: 2795.319336
	Iteration 25Q: 3 clusters Score -822693.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -822727.312500 Penalty: 2795.319336
	Iteration 26Q: 3 clusters Score -822727.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -822754.062500 Penalty: 2795.319336
	Iteration 27Q: 3 clusters Score -822754.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -822785.562500 Penalty: 2795.319336
	Iteration 28Q: 3 clusters Score -822785.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -822816.062500 Penalty: 2795.319336
	Iteration 29Q: 3 clusters Score -822816.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -822842.250000 Penalty: 2795.319336
	Iteration 30Q: 3 clusters Score -822842.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -822867.437500 Penalty: 2795.319336
	Iteration 31Q: 3 clusters Score -822867.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -822880.875000 Penalty: 2795.319336
	Iteration 32Q: 3 clusters Score -822880.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -822890.750000 Penalty: 2795.319336
	Iteration 33Q: 3 clusters Score -822890.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -822900.750000 Penalty: 2795.319336
	Iteration 34Q: 3 clusters Score -822900.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -822903.375000 Penalty: 2795.319336
	Iteration 35Q: 3 clusters Score -822903.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -822907.187500 Penalty: 2795.319336
	Iteration 36Q: 3 clusters Score -822907.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -822907.187500 Penalty: 2795.319336
	Iteration 37F: 3 clusters Score -822907.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Entering Unmasked Estep 
Score: -2669600.750000 Penalty: 1588.044434
	Iteration 0F: 2 clusters Score -2669601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2658164.000000 Penalty: 3176.088867
	Iteration 0F: 3 clusters Score -2658164 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2662538.500000 Penalty: 3176.088867
	Iteration 1F: 3 clusters Score -2662538 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2663169.000000 Penalty: 3176.088867
	Iteration 2F: 3 clusters Score -2663169 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2663918.750000 Penalty: 3176.088867
	Iteration 3F: 3 clusters Score -2663919 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2664662.500000 Penalty: 3176.088867
	Iteration 4F: 3 clusters Score -2664662 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2665352.250000 Penalty: 3176.088867
	Iteration 5F: 3 clusters Score -2665352 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2666028.500000 Penalty: 3176.088867
	Iteration 6F: 3 clusters Score -2666028 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2666633.750000 Penalty: 3176.088867
	Iteration 7F: 3 clusters Score -2666634 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2667141.250000 Penalty: 3176.088867
	Iteration 8Q: 3 clusters Score -2667141 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2667530.000000 Penalty: 3176.088867
	Iteration 9Q: 3 clusters Score -2667530 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2667813.000000 Penalty: 3176.088867
	Iteration 10Q: 3 clusters Score -2667813 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2668008.000000 Penalty: 3176.088867
	Iteration 11Q: 3 clusters Score -2668008 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2668105.250000 Penalty: 3176.088867
	Iteration 12Q: 3 clusters Score -2668105 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2668161.250000 Penalty: 3176.088867
	Iteration 13Q: 3 clusters Score -2668161 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2668191.000000 Penalty: 3176.088867
	Iteration 14Q: 3 clusters Score -2668191 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2668213.000000 Penalty: 3176.088867
	Iteration 15Q: 3 clusters Score -2668213 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2668227.250000 Penalty: 3176.088867
	Iteration 16Q: 3 clusters Score -2668227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2668231.250000 Penalty: 3176.088867
	Iteration 17Q: 3 clusters Score -2668231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2668250.000000 Penalty: 3176.088867
	Iteration 18Q: 3 clusters Score -2668250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2668254.500000 Penalty: 3176.088867
	Iteration 19Q: 3 clusters Score -2668254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2668259.500000 Penalty: 3176.088867
	Iteration 20F: 3 clusters Score -2668260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2668255.000000 Penalty: 3176.088867
	Iteration 21Q: 3 clusters Score -2668255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2668264.250000 Penalty: 3176.088867
	Iteration 22Q: 3 clusters Score -2668264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2668263.000000 Penalty: 3176.088867
	Iteration 23Q: 3 clusters Score -2668263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2668265.000000 Penalty: 3176.088867
	Iteration 24Q: 3 clusters Score -2668265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2668267.250000 Penalty: 3176.088867
	Iteration 25Q: 3 clusters Score -2668267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2668265.250000 Penalty: 3176.088867
	Iteration 26Q: 3 clusters Score -2668265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2668268.250000 Penalty: 3176.088867
	Iteration 27Q: 3 clusters Score -2668268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2668269.500000 Penalty: 3176.088867
	Iteration 28Q: 3 clusters Score -2668270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2668270.000000 Penalty: 3176.088867
	Iteration 29Q: 3 clusters Score -2668270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2668273.750000 Penalty: 3176.088867
	Iteration 30Q: 3 clusters Score -2668274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2668277.250000 Penalty: 3176.088867
	Iteration 31Q: 3 clusters Score -2668277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2668271.750000 Penalty: 3176.088867
	Iteration 32Q: 3 clusters Score -2668272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2668274.250000 Penalty: 3176.088867
	Iteration 33Q: 3 clusters Score -2668274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2668273.750000 Penalty: 3176.088867
	Iteration 34Q: 3 clusters Score -2668274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2668273.750000 Penalty: 3176.088867
	Iteration 35F: 3 clusters Score -2668274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -221715.250000 Penalty: 1204.672241
	Iteration 0F: 2 clusters Score -221715.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -219878.890625 Penalty: 2409.344482
	Iteration 0F: 3 clusters Score -219878.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -220311.609375 Penalty: 2409.344482
	Iteration 1F: 3 clusters Score -220311.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -220471.281250 Penalty: 2409.344482
	Iteration 2F: 3 clusters Score -220471.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -220574.296875 Penalty: 2409.344482
	Iteration 3F: 3 clusters Score -220574.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -220646.453125 Penalty: 2409.344482
	Iteration 4Q: 3 clusters Score -220646.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -220727.265625 Penalty: 2409.344482
	Iteration 5Q: 3 clusters Score -220727.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -220820.187500 Penalty: 2409.344482
	Iteration 6Q: 3 clusters Score -220820.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -220913.562500 Penalty: 2409.344482
	Iteration 7Q: 3 clusters Score -220913.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -221004.078125 Penalty: 2409.344482
	Iteration 8Q: 3 clusters Score -221004.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -221064.531250 Penalty: 2409.344482
	Iteration 9Q: 3 clusters Score -221064.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -221115.125000 Penalty: 2409.344482
	Iteration 10Q: 3 clusters Score -221115.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -221156.437500 Penalty: 2409.344482
	Iteration 11Q: 3 clusters Score -221156.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -221183.218750 Penalty: 2409.344482
	Iteration 12Q: 3 clusters Score -221183.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -221209.953125 Penalty: 2409.344482
	Iteration 13Q: 3 clusters Score -221210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -221232.109375 Penalty: 2409.344482
	Iteration 14Q: 3 clusters Score -221232.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -221262.343750 Penalty: 2409.344482
	Iteration 15Q: 3 clusters Score -221262.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -221281.062500 Penalty: 2409.344482
	Iteration 16Q: 3 clusters Score -221281.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -221299.734375 Penalty: 2409.344482
	Iteration 17Q: 3 clusters Score -221299.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -221319.078125 Penalty: 2409.344482
	Iteration 18Q: 3 clusters Score -221319.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -221336.453125 Penalty: 2409.344482
	Iteration 19Q: 3 clusters Score -221336.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -221350.187500 Penalty: 2409.344482
	Iteration 20F: 3 clusters Score -221350.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -221363.437500 Penalty: 2409.344482
	Iteration 21Q: 3 clusters Score -221363.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -221380.515625 Penalty: 2409.344482
	Iteration 22Q: 3 clusters Score -221380.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -221393.500000 Penalty: 2409.344482
	Iteration 23Q: 3 clusters Score -221393.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -221406.265625 Penalty: 2409.344482
	Iteration 24Q: 3 clusters Score -221406.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -221416.390625 Penalty: 2409.344482
	Iteration 25Q: 3 clusters Score -221416.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -221421.828125 Penalty: 2409.344482
	Iteration 26Q: 3 clusters Score -221421.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -221427.312500 Penalty: 2409.344482
	Iteration 27Q: 3 clusters Score -221427.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -221443.078125 Penalty: 2409.344482
	Iteration 28Q: 3 clusters Score -221443.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -221461.140625 Penalty: 2409.344482
	Iteration 29Q: 3 clusters Score -221461.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -221475.500000 Penalty: 2409.344482
	Iteration 30Q: 3 clusters Score -221475.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -221482.703125 Penalty: 2409.344482
	Iteration 31Q: 3 clusters Score -221482.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -221484.875000 Penalty: 2409.344482
	Iteration 32Q: 3 clusters Score -221484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -221485.546875 Penalty: 2409.344482
	Iteration 33Q: 3 clusters Score -221485.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -221485.937500 Penalty: 2409.344482
	Iteration 34Q: 3 clusters Score -221485.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -221485.828125 Penalty: 2409.344482
	Iteration 35Q: 3 clusters Score -221485.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -221490.046875 Penalty: 2409.344482
	Iteration 36F: 3 clusters Score -221490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -221499.453125 Penalty: 2409.344482
	Iteration 37Q: 3 clusters Score -221499.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -221504.171875 Penalty: 2409.344482
	Iteration 38Q: 3 clusters Score -221504.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -221506.328125 Penalty: 2409.344482
	Iteration 39Q: 3 clusters Score -221506.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -221509.015625 Penalty: 2409.344482
	Iteration 40F: 3 clusters Score -221509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -221509.921875 Penalty: 2409.344482
	Iteration 41Q: 3 clusters Score -221509.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -221510.328125 Penalty: 2409.344482
	Iteration 42Q: 3 clusters Score -221510.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -221510.328125 Penalty: 2409.344482
	Iteration 43F: 3 clusters Score -221510.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Entering Unmasked Estep 
Score: -542948.187500 Penalty: 1343.126465
	Iteration 0F: 2 clusters Score -542948.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -539705.437500 Penalty: 2686.252930
	Iteration 0F: 3 clusters Score -539705.4 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -540662.062500 Penalty: 2686.252930
	Iteration 1F: 3 clusters Score -540662.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -540928.562500 Penalty: 2686.252930
	Iteration 2F: 3 clusters Score -540928.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -541121.062500 Penalty: 2686.252930
	Iteration 3F: 3 clusters Score -541121.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -541296.500000 Penalty: 2686.252930
	Iteration 4F: 3 clusters Score -541296.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -541534.937500 Penalty: 2686.252930
	Iteration 5F: 3 clusters Score -541534.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -541784.625000 Penalty: 2686.252930
	Iteration 6F: 3 clusters Score -541784.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -542013.875000 Penalty: 2686.252930
	Iteration 7F: 3 clusters Score -542013.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -542190.375000 Penalty: 2686.252930
	Iteration 8Q: 3 clusters Score -542190.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -542315.375000 Penalty: 2686.252930
	Iteration 9Q: 3 clusters Score -542315.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -542383.625000 Penalty: 2686.252930
	Iteration 10Q: 3 clusters Score -542383.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -542416.375000 Penalty: 2686.252930
	Iteration 11Q: 3 clusters Score -542416.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -542451.687500 Penalty: 2686.252930
	Iteration 12Q: 3 clusters Score -542451.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -542470.312500 Penalty: 2686.252930
	Iteration 13Q: 3 clusters Score -542470.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -542481.562500 Penalty: 2686.252930
	Iteration 14Q: 3 clusters Score -542481.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -542486.000000 Penalty: 2686.252930
	Iteration 15Q: 3 clusters Score -542486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -542489.812500 Penalty: 2686.252930
	Iteration 16Q: 3 clusters Score -542489.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -542490.312500 Penalty: 2686.252930
	Iteration 17Q: 3 clusters Score -542490.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -542491.875000 Penalty: 2686.252930
	Iteration 18Q: 3 clusters Score -542491.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -542491.312500 Penalty: 2686.252930
	Iteration 19Q: 3 clusters Score -542491.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -542491.312500 Penalty: 2686.252930
	Iteration 20F: 3 clusters Score -542491.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -225096.750000 Penalty: 1223.703003
	Iteration 0F: 2 clusters Score -225096.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -223073.953125 Penalty: 2447.406006
	Iteration 0F: 3 clusters Score -223074 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -223552.703125 Penalty: 2447.406006
	Iteration 1F: 3 clusters Score -223552.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -223680.484375 Penalty: 2447.406006
	Iteration 2F: 3 clusters Score -223680.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -223740.656250 Penalty: 2447.406006
	Iteration 3Q: 3 clusters Score -223740.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -223787.656250 Penalty: 2447.406006
	Iteration 4Q: 3 clusters Score -223787.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -223842.843750 Penalty: 2447.406006
	Iteration 5Q: 3 clusters Score -223842.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -223911.937500 Penalty: 2447.406006
	Iteration 6Q: 3 clusters Score -223911.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -223965.968750 Penalty: 2447.406006
	Iteration 7Q: 3 clusters Score -223966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -224020.234375 Penalty: 2447.406006
	Iteration 8Q: 3 clusters Score -224020.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -224090.062500 Penalty: 2447.406006
	Iteration 9Q: 3 clusters Score -224090.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -224151.734375 Penalty: 2447.406006
	Iteration 10Q: 3 clusters Score -224151.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -224201.625000 Penalty: 2447.406006
	Iteration 11Q: 3 clusters Score -224201.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -224246.046875 Penalty: 2447.406006
	Iteration 12Q: 3 clusters Score -224246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -224283.187500 Penalty: 2447.406006
	Iteration 13Q: 3 clusters Score -224283.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -224329.312500 Penalty: 2447.406006
	Iteration 14Q: 3 clusters Score -224329.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -224365.734375 Penalty: 2447.406006
	Iteration 15Q: 3 clusters Score -224365.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -224393.296875 Penalty: 2447.406006
	Iteration 16Q: 3 clusters Score -224393.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -224421.531250 Penalty: 2447.406006
	Iteration 17Q: 3 clusters Score -224421.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -224441.921875 Penalty: 2447.406006
	Iteration 18Q: 3 clusters Score -224441.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -224471.062500 Penalty: 2447.406006
	Iteration 19Q: 3 clusters Score -224471.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -224501.765625 Penalty: 2447.406006
	Iteration 20F: 3 clusters Score -224501.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -224525.593750 Penalty: 2447.406006
	Iteration 21Q: 3 clusters Score -224525.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -224547.078125 Penalty: 2447.406006
	Iteration 22Q: 3 clusters Score -224547.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -224559.515625 Penalty: 2447.406006
	Iteration 23Q: 3 clusters Score -224559.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -224578.156250 Penalty: 2447.406006
	Iteration 24Q: 3 clusters Score -224578.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -224590.734375 Penalty: 2447.406006
	Iteration 25Q: 3 clusters Score -224590.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -224599.656250 Penalty: 2447.406006
	Iteration 26Q: 3 clusters Score -224599.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -224605.859375 Penalty: 2447.406006
	Iteration 27Q: 3 clusters Score -224605.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -224611.187500 Penalty: 2447.406006
	Iteration 28Q: 3 clusters Score -224611.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -224616.796875 Penalty: 2447.406006
	Iteration 29Q: 3 clusters Score -224616.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -224620.921875 Penalty: 2447.406006
	Iteration 30Q: 3 clusters Score -224620.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -224624.171875 Penalty: 2447.406006
	Iteration 31Q: 3 clusters Score -224624.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -224626.656250 Penalty: 2447.406006
	Iteration 32Q: 3 clusters Score -224626.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -224628.515625 Penalty: 2447.406006
	Iteration 33Q: 3 clusters Score -224628.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -224629.953125 Penalty: 2447.406006
	Iteration 34Q: 3 clusters Score -224630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -224630.937500 Penalty: 2447.406006
	Iteration 35Q: 3 clusters Score -224630.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -224631.859375 Penalty: 2447.406006
	Iteration 36Q: 3 clusters Score -224631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -224632.140625 Penalty: 2447.406006
	Iteration 37Q: 3 clusters Score -224632.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -224632.500000 Penalty: 2447.406006
	Iteration 38Q: 3 clusters Score -224632.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -224632.500000 Penalty: 2447.406006
	Iteration 39F: 3 clusters Score -224632.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Entering Unmasked Estep 
Score: -181125.703125 Penalty: 1187.529297
	Iteration 0F: 2 clusters Score -181125.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -179452.234375 Penalty: 2375.058594
	Iteration 0F: 3 clusters Score -179452.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -180024.734375 Penalty: 2375.058594
	Iteration 1F: 3 clusters Score -180024.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -180301.765625 Penalty: 2375.058594
	Iteration 2F: 3 clusters Score -180301.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -180460.828125 Penalty: 2375.058594
	Iteration 3F: 3 clusters Score -180460.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -180541.265625 Penalty: 2375.058594
	Iteration 4F: 3 clusters Score -180541.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -180569.796875 Penalty: 2375.058594
	Iteration 5Q: 3 clusters Score -180569.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -180580.968750 Penalty: 2375.058594
	Iteration 6Q: 3 clusters Score -180581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -180591.906250 Penalty: 2375.058594
	Iteration 7Q: 3 clusters Score -180591.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -180598.718750 Penalty: 2375.058594
	Iteration 8Q: 3 clusters Score -180598.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -180604.734375 Penalty: 2375.058594
	Iteration 9Q: 3 clusters Score -180604.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -180608.015625 Penalty: 2375.058594
	Iteration 10Q: 3 clusters Score -180608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -180611.203125 Penalty: 2375.058594
	Iteration 11Q: 3 clusters Score -180611.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -180611.843750 Penalty: 2375.058594
	Iteration 12Q: 3 clusters Score -180611.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -180612.343750 Penalty: 2375.058594
	Iteration 13Q: 3 clusters Score -180612.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -180613.234375 Penalty: 2375.058594
	Iteration 14Q: 3 clusters Score -180613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -180613.781250 Penalty: 2375.058594
	Iteration 15Q: 3 clusters Score -180613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -180614.578125 Penalty: 2375.058594
	Iteration 16Q: 3 clusters Score -180614.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -180617.109375 Penalty: 2375.058594
	Iteration 17Q: 3 clusters Score -180617.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -180618.203125 Penalty: 2375.058594
	Iteration 18Q: 3 clusters Score -180618.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -180619.671875 Penalty: 2375.058594
	Iteration 19Q: 3 clusters Score -180619.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -180620.187500 Penalty: 2375.058594
	Iteration 20F: 3 clusters Score -180620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -180620.968750 Penalty: 2375.058594
	Iteration 21Q: 3 clusters Score -180621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -180622.421875 Penalty: 2375.058594
	Iteration 22Q: 3 clusters Score -180622.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -180624.109375 Penalty: 2375.058594
	Iteration 23Q: 3 clusters Score -180624.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -180625.968750 Penalty: 2375.058594
	Iteration 24Q: 3 clusters Score -180626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -180626.718750 Penalty: 2375.058594
	Iteration 25Q: 3 clusters Score -180626.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -180627.750000 Penalty: 2375.058594
	Iteration 26Q: 3 clusters Score -180627.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -180627.750000 Penalty: 2375.058594
	Iteration 27F: 3 clusters Score -180627.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Entering Unmasked Estep 
Score: -3214184.000000 Penalty: 1617.252930
	Iteration 0F: 2 clusters Score -3214184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -3201437.750000 Penalty: 3234.505859
	Iteration 0F: 3 clusters Score -3201438 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3206619.000000 Penalty: 3234.505859
	Iteration 1F: 3 clusters Score -3206619 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -3207061.500000 Penalty: 3234.505859
	Iteration 2F: 3 clusters Score -3207062 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -3207534.000000 Penalty: 3234.505859
	Iteration 3F: 3 clusters Score -3207534 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -3208096.750000 Penalty: 3234.505859
	Iteration 4F: 3 clusters Score -3208097 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3208836.750000 Penalty: 3234.505859
	Iteration 5F: 3 clusters Score -3208837 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -3209792.250000 Penalty: 3234.505859
	Iteration 6F: 3 clusters Score -3209792 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3210812.000000 Penalty: 3234.505859
	Iteration 7F: 3 clusters Score -3210812 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -3211665.500000 Penalty: 3234.505859
	Iteration 8F: 3 clusters Score -3211666 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -3212318.500000 Penalty: 3234.505859
	Iteration 9Q: 3 clusters Score -3212318 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -3212762.500000 Penalty: 3234.505859
	Iteration 10Q: 3 clusters Score -3212762 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -3212978.000000 Penalty: 3234.505859
	Iteration 11Q: 3 clusters Score -3212978 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -3213094.250000 Penalty: 3234.505859
	Iteration 12Q: 3 clusters Score -3213094 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -3213149.000000 Penalty: 3234.505859
	Iteration 13Q: 3 clusters Score -3213149 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -3213185.250000 Penalty: 3234.505859
	Iteration 14Q: 3 clusters Score -3213185 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -3213201.000000 Penalty: 3234.505859
	Iteration 15Q: 3 clusters Score -3213201 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3213206.500000 Penalty: 3234.505859
	Iteration 16Q: 3 clusters Score -3213206 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -3213209.750000 Penalty: 3234.505859
	Iteration 17Q: 3 clusters Score -3213210 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -3213199.250000 Penalty: 3234.505859
	Iteration 18Q: 3 clusters Score -3213199 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3213184.000000 Penalty: 3234.505859
	Iteration 19Q: 3 clusters Score -3213184 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -3213184.000000 Penalty: 3234.505859
	Iteration 20F: 3 clusters Score -3213184 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -3213168.250000 Penalty: 3234.505859
	Iteration 21Q: 3 clusters Score -3213168 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -3213163.000000 Penalty: 3234.505859
	Iteration 22Q: 3 clusters Score -3213163 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -3213167.500000 Penalty: 3234.505859
	Iteration 23Q: 3 clusters Score -3213168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -3213164.000000 Penalty: 3234.505859
	Iteration 24Q: 3 clusters Score -3213164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -3213157.250000 Penalty: 3234.505859
	Iteration 25Q: 3 clusters Score -3213157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -3213165.000000 Penalty: 3234.505859
	Iteration 26Q: 3 clusters Score -3213165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3213165.250000 Penalty: 3234.505859
	Iteration 27Q: 3 clusters Score -3213165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -3213165.750000 Penalty: 3234.505859
	Iteration 28Q: 3 clusters Score -3213166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3213157.250000 Penalty: 3234.505859
	Iteration 29Q: 3 clusters Score -3213157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -3213157.250000 Penalty: 3234.505859
	Iteration 30Q: 3 clusters Score -3213157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -3213156.500000 Penalty: 3234.505859
	Iteration 31Q: 3 clusters Score -3213156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3213156.500000 Penalty: 3234.505859
	Iteration 32Q: 3 clusters Score -3213156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -3213158.750000 Penalty: 3234.505859
	Iteration 33Q: 3 clusters Score -3213159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -3213163.000000 Penalty: 3234.505859
	Iteration 34Q: 3 clusters Score -3213163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -3213163.500000 Penalty: 3234.505859
	Iteration 35Q: 3 clusters Score -3213164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -3213163.000000 Penalty: 3234.505859
	Iteration 36Q: 3 clusters Score -3213163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -3213163.000000 Penalty: 3234.505859
	Iteration 37Q: 3 clusters Score -3213163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -3213162.000000 Penalty: 3234.505859
	Iteration 38Q: 3 clusters Score -3213162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -3213171.500000 Penalty: 3234.505859
	Iteration 39Q: 3 clusters Score -3213172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -3213169.500000 Penalty: 3234.505859
	Iteration 40F: 3 clusters Score -3213170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -3213169.000000 Penalty: 3234.505859
	Iteration 41Q: 3 clusters Score -3213169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3213164.500000 Penalty: 3234.505859
	Iteration 42Q: 3 clusters Score -3213164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -3213164.500000 Penalty: 3234.505859
	Iteration 43Q: 3 clusters Score -3213164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -3213164.000000 Penalty: 3234.505859
	Iteration 44Q: 3 clusters Score -3213164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -3213163.000000 Penalty: 3234.505859
	Iteration 45Q: 3 clusters Score -3213163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -3213160.500000 Penalty: 3234.505859
	Iteration 46Q: 3 clusters Score -3213160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3213160.750000 Penalty: 3234.505859
	Iteration 47Q: 3 clusters Score -3213161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -3213165.750000 Penalty: 3234.505859
	Iteration 48Q: 3 clusters Score -3213166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -3213165.000000 Penalty: 3234.505859
	Iteration 49Q: 3 clusters Score -3213165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -3213162.000000 Penalty: 3234.505859
	Iteration 50Q: 3 clusters Score -3213162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -3213158.750000 Penalty: 3234.505859
	Iteration 51Q: 3 clusters Score -3213159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -3213154.500000 Penalty: 3234.505859
	Iteration 52Q: 3 clusters Score -3213154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -3213157.750000 Penalty: 3234.505859
	Iteration 53Q: 3 clusters Score -3213158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -3213159.000000 Penalty: 3234.505859
	Iteration 54Q: 3 clusters Score -3213159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3213159.000000 Penalty: 3234.505859
	Iteration 55Q: 3 clusters Score -3213159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -3213156.500000 Penalty: 3234.505859
	Iteration 56Q: 3 clusters Score -3213156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -3213153.000000 Penalty: 3234.505859
	Iteration 57Q: 3 clusters Score -3213153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -3213156.250000 Penalty: 3234.505859
	Iteration 58Q: 3 clusters Score -3213156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -3213154.250000 Penalty: 3234.505859
	Iteration 59Q: 3 clusters Score -3213154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3213146.500000 Penalty: 3234.505859
	Iteration 60F: 3 clusters Score -3213146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -3213145.750000 Penalty: 3234.505859
	Iteration 61Q: 3 clusters Score -3213146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3213145.500000 Penalty: 3234.505859
	Iteration 62Q: 3 clusters Score -3213146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -3213143.750000 Penalty: 3234.505859
	Iteration 63Q: 3 clusters Score -3213144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3213151.750000 Penalty: 3234.505859
	Iteration 64Q: 3 clusters Score -3213152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3213152.750000 Penalty: 3234.505859
	Iteration 65Q: 3 clusters Score -3213153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3213151.500000 Penalty: 3234.505859
	Iteration 66Q: 3 clusters Score -3213152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -3213151.500000 Penalty: 3234.505859
	Iteration 67Q: 3 clusters Score -3213152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -3213160.500000 Penalty: 3234.505859
	Iteration 68Q: 3 clusters Score -3213160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3213163.000000 Penalty: 3234.505859
	Iteration 69Q: 3 clusters Score -3213163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -3213160.750000 Penalty: 3234.505859
	Iteration 70Q: 3 clusters Score -3213161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -3213161.500000 Penalty: 3234.505859
	Iteration 71Q: 3 clusters Score -3213162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -3213157.000000 Penalty: 3234.505859
	Iteration 72Q: 3 clusters Score -3213157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -3213158.000000 Penalty: 3234.505859
	Iteration 73Q: 3 clusters Score -3213158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3213157.000000 Penalty: 3234.505859
	Iteration 74Q: 3 clusters Score -3213157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -3213159.750000 Penalty: 3234.505859
	Iteration 75Q: 3 clusters Score -3213160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -3213159.750000 Penalty: 3234.505859
	Iteration 76F: 3 clusters Score -3213160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Entering Unmasked Estep 
Score: -559043.375000 Penalty: 1354.039185
	Iteration 0F: 2 clusters Score -559043.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -555654.562500 Penalty: 2708.078369
	Iteration 0F: 3 clusters Score -555654.6 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -556759.937500 Penalty: 2708.078369
	Iteration 1F: 3 clusters Score -556759.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -557166.125000 Penalty: 2708.078369
	Iteration 2F: 3 clusters Score -557166.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -557544.562500 Penalty: 2708.078369
	Iteration 3F: 3 clusters Score -557544.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -557857.500000 Penalty: 2708.078369
	Iteration 4F: 3 clusters Score -557857.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -558132.187500 Penalty: 2708.078369
	Iteration 5F: 3 clusters Score -558132.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -558278.812500 Penalty: 2708.078369
	Iteration 6Q: 3 clusters Score -558278.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -558370.312500 Penalty: 2708.078369
	Iteration 7Q: 3 clusters Score -558370.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -558424.750000 Penalty: 2708.078369
	Iteration 8Q: 3 clusters Score -558424.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -558465.812500 Penalty: 2708.078369
	Iteration 9Q: 3 clusters Score -558465.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -558482.250000 Penalty: 2708.078369
	Iteration 10Q: 3 clusters Score -558482.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -558493.000000 Penalty: 2708.078369
	Iteration 11Q: 3 clusters Score -558493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -558503.375000 Penalty: 2708.078369
	Iteration 12Q: 3 clusters Score -558503.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -558510.562500 Penalty: 2708.078369
	Iteration 13Q: 3 clusters Score -558510.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -558516.062500 Penalty: 2708.078369
	Iteration 14Q: 3 clusters Score -558516.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -558521.062500 Penalty: 2708.078369
	Iteration 15Q: 3 clusters Score -558521.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -558526.062500 Penalty: 2708.078369
	Iteration 16Q: 3 clusters Score -558526.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -558527.750000 Penalty: 2708.078369
	Iteration 17Q: 3 clusters Score -558527.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -558528.937500 Penalty: 2708.078369
	Iteration 18Q: 3 clusters Score -558528.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -558532.437500 Penalty: 2708.078369
	Iteration 19Q: 3 clusters Score -558532.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -558533.812500 Penalty: 2708.078369
	Iteration 20F: 3 clusters Score -558533.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -558537.375000 Penalty: 2708.078369
	Iteration 21Q: 3 clusters Score -558537.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -558540.125000 Penalty: 2708.078369
	Iteration 22Q: 3 clusters Score -558540.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -558540.812500 Penalty: 2708.078369
	Iteration 23Q: 3 clusters Score -558540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -558541.875000 Penalty: 2708.078369
	Iteration 24Q: 3 clusters Score -558541.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -558543.000000 Penalty: 2708.078369
	Iteration 25Q: 3 clusters Score -558543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -558542.562500 Penalty: 2708.078369
	Iteration 26Q: 3 clusters Score -558542.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -558542.625000 Penalty: 2708.078369
	Iteration 27Q: 3 clusters Score -558542.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -558542.625000 Penalty: 2708.078369
	Iteration 28F: 3 clusters Score -558542.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -66167.476562 Penalty: 1010.522522
	Iteration 0F: 2 clusters Score -66167.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65113.121094 Penalty: 2021.045044
	Iteration 0F: 3 clusters Score -65113.12 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65361.253906 Penalty: 2021.045044
	Iteration 1F: 3 clusters Score -65361.25 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65502.953125 Penalty: 2021.045044
	Iteration 2F: 3 clusters Score -65502.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -65583.945312 Penalty: 2021.045044
	Iteration 3F: 3 clusters Score -65583.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65693.406250 Penalty: 2021.045044
	Iteration 4F: 3 clusters Score -65693.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65792.398438 Penalty: 2021.045044
	Iteration 5F: 3 clusters Score -65792.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -65845.046875 Penalty: 2021.045044
	Iteration 6Q: 3 clusters Score -65845.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -65907.757812 Penalty: 2021.045044
	Iteration 7Q: 3 clusters Score -65907.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -65931.507812 Penalty: 2021.045044
	Iteration 8Q: 3 clusters Score -65931.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -65934.648438 Penalty: 2021.045044
	Iteration 9Q: 3 clusters Score -65934.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -65935.531250 Penalty: 2021.045044
	Iteration 10Q: 3 clusters Score -65935.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65940.390625 Penalty: 2021.045044
	Iteration 11Q: 3 clusters Score -65940.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65940.390625 Penalty: 2021.045044
	Iteration 12F: 3 clusters Score -65940.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -1291770.125000 Penalty: 1479.631348
	Iteration 0F: 2 clusters Score -1291770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1285338.125000 Penalty: 2959.262695
	Iteration 0F: 3 clusters Score -1285338 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1287496.125000 Penalty: 2959.262695
	Iteration 1F: 3 clusters Score -1287496 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1287869.500000 Penalty: 2959.262695
	Iteration 2F: 3 clusters Score -1287870 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1288318.875000 Penalty: 2959.262695
	Iteration 3F: 3 clusters Score -1288319 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1288824.250000 Penalty: 2959.262695
	Iteration 4F: 3 clusters Score -1288824 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1289289.000000 Penalty: 2959.262695
	Iteration 5F: 3 clusters Score -1289289 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1289722.250000 Penalty: 2959.262695
	Iteration 6F: 3 clusters Score -1289722 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1290061.125000 Penalty: 2959.262695
	Iteration 7F: 3 clusters Score -1290061 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1290276.125000 Penalty: 2959.262695
	Iteration 8Q: 3 clusters Score -1290276 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1290411.375000 Penalty: 2959.262695
	Iteration 9Q: 3 clusters Score -1290411 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1290526.875000 Penalty: 2959.262695
	Iteration 10Q: 3 clusters Score -1290527 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1290628.125000 Penalty: 2959.262695
	Iteration 11Q: 3 clusters Score -1290628 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1290722.000000 Penalty: 2959.262695
	Iteration 12Q: 3 clusters Score -1290722 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1290829.750000 Penalty: 2959.262695
	Iteration 13Q: 3 clusters Score -1290830 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1290893.500000 Penalty: 2959.262695
	Iteration 14Q: 3 clusters Score -1290894 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1290932.000000 Penalty: 2959.262695
	Iteration 15Q: 3 clusters Score -1290932 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1290963.375000 Penalty: 2959.262695
	Iteration 16Q: 3 clusters Score -1290963 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1290986.375000 Penalty: 2959.262695
	Iteration 17Q: 3 clusters Score -1290986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1290995.375000 Penalty: 2959.262695
	Iteration 18Q: 3 clusters Score -1290995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1291001.375000 Penalty: 2959.262695
	Iteration 19Q: 3 clusters Score -1291001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1291007.250000 Penalty: 2959.262695
	Iteration 20F: 3 clusters Score -1291007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1291005.250000 Penalty: 2959.262695
	Iteration 21Q: 3 clusters Score -1291005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1291007.500000 Penalty: 2959.262695
	Iteration 22Q: 3 clusters Score -1291008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1291011.500000 Penalty: 2959.262695
	Iteration 23Q: 3 clusters Score -1291012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1291011.750000 Penalty: 2959.262695
	Iteration 24Q: 3 clusters Score -1291012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1291011.000000 Penalty: 2959.262695
	Iteration 25Q: 3 clusters Score -1291011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1291010.750000 Penalty: 2959.262695
	Iteration 26Q: 3 clusters Score -1291011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1291011.750000 Penalty: 2959.262695
	Iteration 27Q: 3 clusters Score -1291012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1291013.500000 Penalty: 2959.262695
	Iteration 28Q: 3 clusters Score -1291014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1291015.500000 Penalty: 2959.262695
	Iteration 29Q: 3 clusters Score -1291016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1291015.500000 Penalty: 2959.262695
	Iteration 30Q: 3 clusters Score -1291016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1291015.750000 Penalty: 2959.262695
	Iteration 31Q: 3 clusters Score -1291016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1291017.250000 Penalty: 2959.262695
	Iteration 32Q: 3 clusters Score -1291017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1291017.375000 Penalty: 2959.262695
	Iteration 33Q: 3 clusters Score -1291017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1291017.875000 Penalty: 2959.262695
	Iteration 34Q: 3 clusters Score -1291018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1291017.500000 Penalty: 2959.262695
	Iteration 35Q: 3 clusters Score -1291018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1291017.500000 Penalty: 2959.262695
	Iteration 36F: 3 clusters Score -1291018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Entering Unmasked Estep 
Score: -1878363.750000 Penalty: 1544.020752
	Iteration 0F: 2 clusters Score -1878364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1869195.500000 Penalty: 3088.041504
	Iteration 0F: 3 clusters Score -1869196 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1872567.750000 Penalty: 3088.041504
	Iteration 1F: 3 clusters Score -1872568 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1873005.625000 Penalty: 3088.041504
	Iteration 2F: 3 clusters Score -1873006 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1873430.625000 Penalty: 3088.041504
	Iteration 3F: 3 clusters Score -1873431 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1873816.250000 Penalty: 3088.041504
	Iteration 4F: 3 clusters Score -1873816 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1874161.625000 Penalty: 3088.041504
	Iteration 5Q: 3 clusters Score -1874162 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1874469.500000 Penalty: 3088.041504
	Iteration 6Q: 3 clusters Score -1874470 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1874749.500000 Penalty: 3088.041504
	Iteration 7Q: 3 clusters Score -1874750 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1875034.625000 Penalty: 3088.041504
	Iteration 8Q: 3 clusters Score -1875035 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1875343.125000 Penalty: 3088.041504
	Iteration 9Q: 3 clusters Score -1875343 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1875764.375000 Penalty: 3088.041504
	Iteration 10Q: 3 clusters Score -1875764 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1876225.375000 Penalty: 3088.041504
	Iteration 11Q: 3 clusters Score -1876225 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1876541.750000 Penalty: 3088.041504
	Iteration 12Q: 3 clusters Score -1876542 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1876748.750000 Penalty: 3088.041504
	Iteration 13Q: 3 clusters Score -1876749 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1876871.000000 Penalty: 3088.041504
	Iteration 14Q: 3 clusters Score -1876871 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1876985.875000 Penalty: 3088.041504
	Iteration 15Q: 3 clusters Score -1876986 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1877058.000000 Penalty: 3088.041504
	Iteration 16Q: 3 clusters Score -1877058 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1877096.750000 Penalty: 3088.041504
	Iteration 17Q: 3 clusters Score -1877097 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1877130.375000 Penalty: 3088.041504
	Iteration 18Q: 3 clusters Score -1877130 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1877173.000000 Penalty: 3088.041504
	Iteration 19Q: 3 clusters Score -1877173 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1877192.500000 Penalty: 3088.041504
	Iteration 20F: 3 clusters Score -1877192 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1877212.500000 Penalty: 3088.041504
	Iteration 21Q: 3 clusters Score -1877212 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1877235.125000 Penalty: 3088.041504
	Iteration 22Q: 3 clusters Score -1877235 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1877255.375000 Penalty: 3088.041504
	Iteration 23Q: 3 clusters Score -1877255 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1877272.250000 Penalty: 3088.041504
	Iteration 24Q: 3 clusters Score -1877272 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1877281.625000 Penalty: 3088.041504
	Iteration 25Q: 3 clusters Score -1877282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1877296.875000 Penalty: 3088.041504
	Iteration 26Q: 3 clusters Score -1877297 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1877306.250000 Penalty: 3088.041504
	Iteration 27Q: 3 clusters Score -1877306 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1877306.250000 Penalty: 3088.041504
	Iteration 28Q: 3 clusters Score -1877306 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1877318.500000 Penalty: 3088.041504
	Iteration 29Q: 3 clusters Score -1877318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1877326.000000 Penalty: 3088.041504
	Iteration 30Q: 3 clusters Score -1877326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1877333.875000 Penalty: 3088.041504
	Iteration 31Q: 3 clusters Score -1877334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1877337.750000 Penalty: 3088.041504
	Iteration 32Q: 3 clusters Score -1877338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1877345.875000 Penalty: 3088.041504
	Iteration 33Q: 3 clusters Score -1877346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1877350.875000 Penalty: 3088.041504
	Iteration 34Q: 3 clusters Score -1877351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1877359.625000 Penalty: 3088.041504
	Iteration 35Q: 3 clusters Score -1877360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1877359.000000 Penalty: 3088.041504
	Iteration 36Q: 3 clusters Score -1877359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1877363.750000 Penalty: 3088.041504
	Iteration 37Q: 3 clusters Score -1877364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1877369.125000 Penalty: 3088.041504
	Iteration 38Q: 3 clusters Score -1877369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1877369.000000 Penalty: 3088.041504
	Iteration 39Q: 3 clusters Score -1877369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1877373.375000 Penalty: 3088.041504
	Iteration 40F: 3 clusters Score -1877373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1877372.500000 Penalty: 3088.041504
	Iteration 41Q: 3 clusters Score -1877372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1877379.375000 Penalty: 3088.041504
	Iteration 42Q: 3 clusters Score -1877379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1877384.000000 Penalty: 3088.041504
	Iteration 43Q: 3 clusters Score -1877384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1877384.125000 Penalty: 3088.041504
	Iteration 44Q: 3 clusters Score -1877384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1877392.250000 Penalty: 3088.041504
	Iteration 45Q: 3 clusters Score -1877392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1877391.875000 Penalty: 3088.041504
	Iteration 46Q: 3 clusters Score -1877392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1877395.750000 Penalty: 3088.041504
	Iteration 47Q: 3 clusters Score -1877396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1877402.750000 Penalty: 3088.041504
	Iteration 48Q: 3 clusters Score -1877403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1877406.375000 Penalty: 3088.041504
	Iteration 49Q: 3 clusters Score -1877406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1877410.375000 Penalty: 3088.041504
	Iteration 50Q: 3 clusters Score -1877410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1877411.750000 Penalty: 3088.041504
	Iteration 51Q: 3 clusters Score -1877412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1877417.375000 Penalty: 3088.041504
	Iteration 52Q: 3 clusters Score -1877417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1877418.000000 Penalty: 3088.041504
	Iteration 53Q: 3 clusters Score -1877418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1877421.750000 Penalty: 3088.041504
	Iteration 54Q: 3 clusters Score -1877422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1877422.875000 Penalty: 3088.041504
	Iteration 55Q: 3 clusters Score -1877423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1877428.250000 Penalty: 3088.041504
	Iteration 56Q: 3 clusters Score -1877428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1877430.125000 Penalty: 3088.041504
	Iteration 57Q: 3 clusters Score -1877430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1877433.250000 Penalty: 3088.041504
	Iteration 58Q: 3 clusters Score -1877433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1877438.125000 Penalty: 3088.041504
	Iteration 59Q: 3 clusters Score -1877438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1877437.875000 Penalty: 3088.041504
	Iteration 60F: 3 clusters Score -1877438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1877440.500000 Penalty: 3088.041504
	Iteration 61Q: 3 clusters Score -1877440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1877443.250000 Penalty: 3088.041504
	Iteration 62Q: 3 clusters Score -1877443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1877443.125000 Penalty: 3088.041504
	Iteration 63Q: 3 clusters Score -1877443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1877440.750000 Penalty: 3088.041504
	Iteration 64Q: 3 clusters Score -1877441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1877441.625000 Penalty: 3088.041504
	Iteration 65Q: 3 clusters Score -1877442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1877440.875000 Penalty: 3088.041504
	Iteration 66Q: 3 clusters Score -1877441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1877441.750000 Penalty: 3088.041504
	Iteration 67Q: 3 clusters Score -1877442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1877441.000000 Penalty: 3088.041504
	Iteration 68Q: 3 clusters Score -1877441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1877442.250000 Penalty: 3088.041504
	Iteration 69Q: 3 clusters Score -1877442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1877443.750000 Penalty: 3088.041504
	Iteration 70Q: 3 clusters Score -1877444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1877443.750000 Penalty: 3088.041504
	Iteration 71F: 3 clusters Score -1877444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Entering Unmasked Estep 
Score: -1143831.625000 Penalty: 1458.601562
	Iteration 0F: 2 clusters Score -1143832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1137965.875000 Penalty: 2917.203125
	Iteration 0F: 3 clusters Score -1137966 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1139780.625000 Penalty: 2917.203125
	Iteration 1F: 3 clusters Score -1139781 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1140001.250000 Penalty: 2917.203125
	Iteration 2F: 3 clusters Score -1140001 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1140180.250000 Penalty: 2917.203125
	Iteration 3F: 3 clusters Score -1140180 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1140355.375000 Penalty: 2917.203125
	Iteration 4Q: 3 clusters Score -1140355 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1140535.750000 Penalty: 2917.203125
	Iteration 5Q: 3 clusters Score -1140536 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1140706.625000 Penalty: 2917.203125
	Iteration 6Q: 3 clusters Score -1140707 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1140890.875000 Penalty: 2917.203125
	Iteration 7Q: 3 clusters Score -1140891 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1141120.750000 Penalty: 2917.203125
	Iteration 8Q: 3 clusters Score -1141121 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1141346.125000 Penalty: 2917.203125
	Iteration 9Q: 3 clusters Score -1141346 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1141577.375000 Penalty: 2917.203125
	Iteration 10Q: 3 clusters Score -1141577 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1141797.500000 Penalty: 2917.203125
	Iteration 11Q: 3 clusters Score -1141798 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1141983.250000 Penalty: 2917.203125
	Iteration 12Q: 3 clusters Score -1141983 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1142113.125000 Penalty: 2917.203125
	Iteration 13Q: 3 clusters Score -1142113 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1142208.625000 Penalty: 2917.203125
	Iteration 14Q: 3 clusters Score -1142209 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1142288.250000 Penalty: 2917.203125
	Iteration 15Q: 3 clusters Score -1142288 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1142340.125000 Penalty: 2917.203125
	Iteration 16Q: 3 clusters Score -1142340 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1142393.625000 Penalty: 2917.203125
	Iteration 17Q: 3 clusters Score -1142394 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1142431.125000 Penalty: 2917.203125
	Iteration 18Q: 3 clusters Score -1142431 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1142464.250000 Penalty: 2917.203125
	Iteration 19Q: 3 clusters Score -1142464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1142489.625000 Penalty: 2917.203125
	Iteration 20F: 3 clusters Score -1142490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1142498.375000 Penalty: 2917.203125
	Iteration 21Q: 3 clusters Score -1142498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1142509.875000 Penalty: 2917.203125
	Iteration 22Q: 3 clusters Score -1142510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1142518.125000 Penalty: 2917.203125
	Iteration 23Q: 3 clusters Score -1142518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1142523.375000 Penalty: 2917.203125
	Iteration 24Q: 3 clusters Score -1142523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1142526.625000 Penalty: 2917.203125
	Iteration 25Q: 3 clusters Score -1142527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1142531.875000 Penalty: 2917.203125
	Iteration 26Q: 3 clusters Score -1142532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1142536.250000 Penalty: 2917.203125
	Iteration 27Q: 3 clusters Score -1142536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1142538.625000 Penalty: 2917.203125
	Iteration 28Q: 3 clusters Score -1142539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1142539.375000 Penalty: 2917.203125
	Iteration 29Q: 3 clusters Score -1142539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1142540.875000 Penalty: 2917.203125
	Iteration 30Q: 3 clusters Score -1142541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1142543.125000 Penalty: 2917.203125
	Iteration 31Q: 3 clusters Score -1142543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1142547.500000 Penalty: 2917.203125
	Iteration 32Q: 3 clusters Score -1142548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1142550.625000 Penalty: 2917.203125
	Iteration 33Q: 3 clusters Score -1142551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1142554.500000 Penalty: 2917.203125
	Iteration 34Q: 3 clusters Score -1142554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1142553.000000 Penalty: 2917.203125
	Iteration 35Q: 3 clusters Score -1142553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1142554.000000 Penalty: 2917.203125
	Iteration 36Q: 3 clusters Score -1142554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1142557.125000 Penalty: 2917.203125
	Iteration 37Q: 3 clusters Score -1142557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1142558.750000 Penalty: 2917.203125
	Iteration 38Q: 3 clusters Score -1142559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1142561.000000 Penalty: 2917.203125
	Iteration 39Q: 3 clusters Score -1142561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1142564.250000 Penalty: 2917.203125
	Iteration 40F: 3 clusters Score -1142564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1142569.250000 Penalty: 2917.203125
	Iteration 41Q: 3 clusters Score -1142569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1142567.375000 Penalty: 2917.203125
	Iteration 42Q: 3 clusters Score -1142567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1142568.750000 Penalty: 2917.203125
	Iteration 43Q: 3 clusters Score -1142569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1142570.000000 Penalty: 2917.203125
	Iteration 44Q: 3 clusters Score -1142570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1142570.000000 Penalty: 2917.203125
	Iteration 45F: 3 clusters Score -1142570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Entering Unmasked Estep 
Score: -1924766.125000 Penalty: 1539.676514
	Iteration 0F: 2 clusters Score -1924766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1915758.750000 Penalty: 3079.353027
	Iteration 0F: 3 clusters Score -1915759 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1918961.500000 Penalty: 3079.353027
	Iteration 1F: 3 clusters Score -1918962 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1919253.500000 Penalty: 3079.353027
	Iteration 2F: 3 clusters Score -1919254 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1919495.250000 Penalty: 3079.353027
	Iteration 3Q: 3 clusters Score -1919495 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1919704.125000 Penalty: 3079.353027
	Iteration 4Q: 3 clusters Score -1919704 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1919904.000000 Penalty: 3079.353027
	Iteration 5Q: 3 clusters Score -1919904 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1920128.625000 Penalty: 3079.353027
	Iteration 6Q: 3 clusters Score -1920129 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1920406.000000 Penalty: 3079.353027
	Iteration 7Q: 3 clusters Score -1920406 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1920732.000000 Penalty: 3079.353027
	Iteration 8Q: 3 clusters Score -1920732 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1921169.125000 Penalty: 3079.353027
	Iteration 9F: 3 clusters Score -1921169 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1921709.625000 Penalty: 3079.353027
	Iteration 10F: 3 clusters Score -1921710 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1922256.625000 Penalty: 3079.353027
	Iteration 11F: 3 clusters Score -1922257 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1922613.750000 Penalty: 3079.353027
	Iteration 12Q: 3 clusters Score -1922614 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1922891.125000 Penalty: 3079.353027
	Iteration 13Q: 3 clusters Score -1922891 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1923080.625000 Penalty: 3079.353027
	Iteration 14Q: 3 clusters Score -1923081 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1923190.125000 Penalty: 3079.353027
	Iteration 15Q: 3 clusters Score -1923190 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1923244.000000 Penalty: 3079.353027
	Iteration 16Q: 3 clusters Score -1923244 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1923280.250000 Penalty: 3079.353027
	Iteration 17Q: 3 clusters Score -1923280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1923304.250000 Penalty: 3079.353027
	Iteration 18Q: 3 clusters Score -1923304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1923333.625000 Penalty: 3079.353027
	Iteration 19Q: 3 clusters Score -1923334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1923352.750000 Penalty: 3079.353027
	Iteration 20F: 3 clusters Score -1923353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1923368.250000 Penalty: 3079.353027
	Iteration 21Q: 3 clusters Score -1923368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1923372.875000 Penalty: 3079.353027
	Iteration 22Q: 3 clusters Score -1923373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1923384.250000 Penalty: 3079.353027
	Iteration 23Q: 3 clusters Score -1923384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1923387.750000 Penalty: 3079.353027
	Iteration 24Q: 3 clusters Score -1923388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1923387.250000 Penalty: 3079.353027
	Iteration 25Q: 3 clusters Score -1923387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1923389.000000 Penalty: 3079.353027
	Iteration 26Q: 3 clusters Score -1923389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1923391.250000 Penalty: 3079.353027
	Iteration 27Q: 3 clusters Score -1923391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1923393.500000 Penalty: 3079.353027
	Iteration 28Q: 3 clusters Score -1923394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1923394.625000 Penalty: 3079.353027
	Iteration 29Q: 3 clusters Score -1923395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1923396.375000 Penalty: 3079.353027
	Iteration 30Q: 3 clusters Score -1923396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1923396.375000 Penalty: 3079.353027
	Iteration 31F: 3 clusters Score -1923396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -226693.406250 Penalty: 1204.476074
	Iteration 0F: 2 clusters Score -226693.4 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 824 members 
Entering Unmasked Estep 
Score: -224808.437500 Penalty: 2408.952148
	Iteration 0F: 3 clusters Score -224808.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -225179.187500 Penalty: 2408.952148
	Iteration 1F: 3 clusters Score -225179.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -225278.390625 Penalty: 2408.952148
	Iteration 2F: 3 clusters Score -225278.4 nChanged 80
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: -225325.531250 Penalty: 2408.952148
	Iteration 3Q: 3 clusters Score -225325.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -225363.687500 Penalty: 2408.952148
	Iteration 4Q: 3 clusters Score -225363.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -225395.984375 Penalty: 2408.952148
	Iteration 5Q: 3 clusters Score -225396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -225423.640625 Penalty: 2408.952148
	Iteration 6Q: 3 clusters Score -225423.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -225455.890625 Penalty: 2408.952148
	Iteration 7Q: 3 clusters Score -225455.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -225483.281250 Penalty: 2408.952148
	Iteration 8Q: 3 clusters Score -225483.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -225500.093750 Penalty: 2408.952148
	Iteration 9Q: 3 clusters Score -225500.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -225514.140625 Penalty: 2408.952148
	Iteration 10Q: 3 clusters Score -225514.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -225533.265625 Penalty: 2408.952148
	Iteration 11Q: 3 clusters Score -225533.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -225557.906250 Penalty: 2408.952148
	Iteration 12Q: 3 clusters Score -225557.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -225586.750000 Penalty: 2408.952148
	Iteration 13Q: 3 clusters Score -225586.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -225608.390625 Penalty: 2408.952148
	Iteration 14Q: 3 clusters Score -225608.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -225625.609375 Penalty: 2408.952148
	Iteration 15Q: 3 clusters Score -225625.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -225638.171875 Penalty: 2408.952148
	Iteration 16Q: 3 clusters Score -225638.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -225649.546875 Penalty: 2408.952148
	Iteration 17Q: 3 clusters Score -225649.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -225661.437500 Penalty: 2408.952148
	Iteration 18Q: 3 clusters Score -225661.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -225680.328125 Penalty: 2408.952148
	Iteration 19Q: 3 clusters Score -225680.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -225704.375000 Penalty: 2408.952148
	Iteration 20F: 3 clusters Score -225704.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -225752.906250 Penalty: 2408.952148
	Iteration 21Q: 3 clusters Score -225752.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -225812.421875 Penalty: 2408.952148
	Iteration 22Q: 3 clusters Score -225812.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -225877.671875 Penalty: 2408.952148
	Iteration 23Q: 3 clusters Score -225877.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -225921.015625 Penalty: 2408.952148
	Iteration 24Q: 3 clusters Score -225921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -225970.125000 Penalty: 2408.952148
	Iteration 25Q: 3 clusters Score -225970.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -226011.703125 Penalty: 2408.952148
	Iteration 26Q: 3 clusters Score -226011.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -226031.859375 Penalty: 2408.952148
	Iteration 27Q: 3 clusters Score -226031.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -226044.859375 Penalty: 2408.952148
	Iteration 28Q: 3 clusters Score -226044.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -226051.375000 Penalty: 2408.952148
	Iteration 29Q: 3 clusters Score -226051.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -226056.781250 Penalty: 2408.952148
	Iteration 30Q: 3 clusters Score -226056.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -226063.031250 Penalty: 2408.952148
	Iteration 31Q: 3 clusters Score -226063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -226068.500000 Penalty: 2408.952148
	Iteration 32Q: 3 clusters Score -226068.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -226071.187500 Penalty: 2408.952148
	Iteration 33Q: 3 clusters Score -226071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -226074.375000 Penalty: 2408.952148
	Iteration 34Q: 3 clusters Score -226074.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -226076.015625 Penalty: 2408.952148
	Iteration 35Q: 3 clusters Score -226076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -226077.031250 Penalty: 2408.952148
	Iteration 36Q: 3 clusters Score -226077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -226077.031250 Penalty: 2408.952148
	Iteration 37F: 3 clusters Score -226077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Entering Unmasked Estep 
Score: -1066164.125000 Penalty: 1448.014038
	Iteration 0F: 2 clusters Score -1066164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1060748.625000 Penalty: 2896.028076
	Iteration 0F: 3 clusters Score -1060749 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1062477.625000 Penalty: 2896.028076
	Iteration 1F: 3 clusters Score -1062478 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1062740.375000 Penalty: 2896.028076
	Iteration 2F: 3 clusters Score -1062740 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1062943.750000 Penalty: 2896.028076
	Iteration 3F: 3 clusters Score -1062944 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1063122.125000 Penalty: 2896.028076
	Iteration 4Q: 3 clusters Score -1063122 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1063293.000000 Penalty: 2896.028076
	Iteration 5Q: 3 clusters Score -1063293 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1063449.750000 Penalty: 2896.028076
	Iteration 6Q: 3 clusters Score -1063450 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1063630.000000 Penalty: 2896.028076
	Iteration 7Q: 3 clusters Score -1063630 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1063789.875000 Penalty: 2896.028076
	Iteration 8Q: 3 clusters Score -1063790 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1063965.250000 Penalty: 2896.028076
	Iteration 9Q: 3 clusters Score -1063965 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1064160.875000 Penalty: 2896.028076
	Iteration 10Q: 3 clusters Score -1064161 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1064352.750000 Penalty: 2896.028076
	Iteration 11Q: 3 clusters Score -1064353 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1064534.000000 Penalty: 2896.028076
	Iteration 12Q: 3 clusters Score -1064534 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1064722.750000 Penalty: 2896.028076
	Iteration 13Q: 3 clusters Score -1064723 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1064898.125000 Penalty: 2896.028076
	Iteration 14Q: 3 clusters Score -1064898 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1065030.375000 Penalty: 2896.028076
	Iteration 15Q: 3 clusters Score -1065030 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1065127.375000 Penalty: 2896.028076
	Iteration 16Q: 3 clusters Score -1065127 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1065188.500000 Penalty: 2896.028076
	Iteration 17Q: 3 clusters Score -1065188 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1065234.375000 Penalty: 2896.028076
	Iteration 18Q: 3 clusters Score -1065234 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1065279.625000 Penalty: 2896.028076
	Iteration 19Q: 3 clusters Score -1065280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1065320.625000 Penalty: 2896.028076
	Iteration 20F: 3 clusters Score -1065321 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1065365.500000 Penalty: 2896.028076
	Iteration 21Q: 3 clusters Score -1065366 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1065394.875000 Penalty: 2896.028076
	Iteration 22Q: 3 clusters Score -1065395 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1065425.250000 Penalty: 2896.028076
	Iteration 23Q: 3 clusters Score -1065425 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1065458.250000 Penalty: 2896.028076
	Iteration 24Q: 3 clusters Score -1065458 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1065496.750000 Penalty: 2896.028076
	Iteration 25Q: 3 clusters Score -1065497 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1065528.500000 Penalty: 2896.028076
	Iteration 26Q: 3 clusters Score -1065528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1065545.750000 Penalty: 2896.028076
	Iteration 27Q: 3 clusters Score -1065546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1065556.750000 Penalty: 2896.028076
	Iteration 28Q: 3 clusters Score -1065557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1065567.375000 Penalty: 2896.028076
	Iteration 29Q: 3 clusters Score -1065567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1065572.625000 Penalty: 2896.028076
	Iteration 30Q: 3 clusters Score -1065573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1065577.375000 Penalty: 2896.028076
	Iteration 31Q: 3 clusters Score -1065577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1065582.500000 Penalty: 2896.028076
	Iteration 32Q: 3 clusters Score -1065582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1065586.250000 Penalty: 2896.028076
	Iteration 33Q: 3 clusters Score -1065586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1065590.250000 Penalty: 2896.028076
	Iteration 34Q: 3 clusters Score -1065590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1065594.750000 Penalty: 2896.028076
	Iteration 35Q: 3 clusters Score -1065595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1065600.625000 Penalty: 2896.028076
	Iteration 36Q: 3 clusters Score -1065601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1065607.000000 Penalty: 2896.028076
	Iteration 37Q: 3 clusters Score -1065607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1065611.375000 Penalty: 2896.028076
	Iteration 38Q: 3 clusters Score -1065611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1065616.000000 Penalty: 2896.028076
	Iteration 39Q: 3 clusters Score -1065616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1065619.500000 Penalty: 2896.028076
	Iteration 40F: 3 clusters Score -1065620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1065622.500000 Penalty: 2896.028076
	Iteration 41Q: 3 clusters Score -1065622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1065627.000000 Penalty: 2896.028076
	Iteration 42Q: 3 clusters Score -1065627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1065631.375000 Penalty: 2896.028076
	Iteration 43Q: 3 clusters Score -1065631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1065633.000000 Penalty: 2896.028076
	Iteration 44Q: 3 clusters Score -1065633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1065636.375000 Penalty: 2896.028076
	Iteration 45Q: 3 clusters Score -1065636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1065638.125000 Penalty: 2896.028076
	Iteration 46Q: 3 clusters Score -1065638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1065640.125000 Penalty: 2896.028076
	Iteration 47Q: 3 clusters Score -1065640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1065642.375000 Penalty: 2896.028076
	Iteration 48Q: 3 clusters Score -1065642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1065642.625000 Penalty: 2896.028076
	Iteration 49Q: 3 clusters Score -1065643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1065643.250000 Penalty: 2896.028076
	Iteration 50Q: 3 clusters Score -1065643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1065644.000000 Penalty: 2896.028076
	Iteration 51Q: 3 clusters Score -1065644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1065643.375000 Penalty: 2896.028076
	Iteration 52Q: 3 clusters Score -1065643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1065643.625000 Penalty: 2896.028076
	Iteration 53Q: 3 clusters Score -1065644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1065643.625000 Penalty: 2896.028076
	Iteration 54F: 3 clusters Score -1065644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Entering Unmasked Estep 
Score: -1267129.250000 Penalty: 1467.650024
	Iteration 0F: 2 clusters Score -1267129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1260964.000000 Penalty: 2935.300049
	Iteration 0F: 3 clusters Score -1260964 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1262799.875000 Penalty: 2935.300049
	Iteration 1F: 3 clusters Score -1262800 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1263007.125000 Penalty: 2935.300049
	Iteration 2F: 3 clusters Score -1263007 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1263166.500000 Penalty: 2935.300049
	Iteration 3Q: 3 clusters Score -1263166 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1263355.875000 Penalty: 2935.300049
	Iteration 4Q: 3 clusters Score -1263356 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1263544.375000 Penalty: 2935.300049
	Iteration 5Q: 3 clusters Score -1263544 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1263750.375000 Penalty: 2935.300049
	Iteration 6Q: 3 clusters Score -1263750 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1264005.125000 Penalty: 2935.300049
	Iteration 7Q: 3 clusters Score -1264005 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1264307.625000 Penalty: 2935.300049
	Iteration 8F: 3 clusters Score -1264308 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1264651.125000 Penalty: 2935.300049
	Iteration 9F: 3 clusters Score -1264651 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1265014.250000 Penalty: 2935.300049
	Iteration 10F: 3 clusters Score -1265014 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1265323.625000 Penalty: 2935.300049
	Iteration 11Q: 3 clusters Score -1265324 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1265536.000000 Penalty: 2935.300049
	Iteration 12Q: 3 clusters Score -1265536 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1265658.875000 Penalty: 2935.300049
	Iteration 13Q: 3 clusters Score -1265659 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1265718.250000 Penalty: 2935.300049
	Iteration 14Q: 3 clusters Score -1265718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1265764.375000 Penalty: 2935.300049
	Iteration 15Q: 3 clusters Score -1265764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1265804.750000 Penalty: 2935.300049
	Iteration 16Q: 3 clusters Score -1265805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1265833.250000 Penalty: 2935.300049
	Iteration 17Q: 3 clusters Score -1265833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1265852.375000 Penalty: 2935.300049
	Iteration 18Q: 3 clusters Score -1265852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1265859.250000 Penalty: 2935.300049
	Iteration 19Q: 3 clusters Score -1265859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1265862.500000 Penalty: 2935.300049
	Iteration 20F: 3 clusters Score -1265862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1265863.875000 Penalty: 2935.300049
	Iteration 21Q: 3 clusters Score -1265864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1265863.875000 Penalty: 2935.300049
	Iteration 22F: 3 clusters Score -1265864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Entering Unmasked Estep 
Score: -480908.468750 Penalty: 1337.987427
	Iteration 0F: 2 clusters Score -480908.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -477672.031250 Penalty: 2675.974854
	Iteration 0F: 3 clusters Score -477672 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -478525.218750 Penalty: 2675.974854
	Iteration 1F: 3 clusters Score -478525.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -478688.781250 Penalty: 2675.974854
	Iteration 2F: 3 clusters Score -478688.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -478784.562500 Penalty: 2675.974854
	Iteration 3Q: 3 clusters Score -478784.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -478858.312500 Penalty: 2675.974854
	Iteration 4Q: 3 clusters Score -478858.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -478915.500000 Penalty: 2675.974854
	Iteration 5Q: 3 clusters Score -478915.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -478962.562500 Penalty: 2675.974854
	Iteration 6Q: 3 clusters Score -478962.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -479004.781250 Penalty: 2675.974854
	Iteration 7Q: 3 clusters Score -479004.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -479043.000000 Penalty: 2675.974854
	Iteration 8Q: 3 clusters Score -479043 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -479090.625000 Penalty: 2675.974854
	Iteration 9Q: 3 clusters Score -479090.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -479156.062500 Penalty: 2675.974854
	Iteration 10Q: 3 clusters Score -479156.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -479246.281250 Penalty: 2675.974854
	Iteration 11Q: 3 clusters Score -479246.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -479339.687500 Penalty: 2675.974854
	Iteration 12Q: 3 clusters Score -479339.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -479422.875000 Penalty: 2675.974854
	Iteration 13Q: 3 clusters Score -479422.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -479514.468750 Penalty: 2675.974854
	Iteration 14Q: 3 clusters Score -479514.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -479589.906250 Penalty: 2675.974854
	Iteration 15Q: 3 clusters Score -479589.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -479660.718750 Penalty: 2675.974854
	Iteration 16Q: 3 clusters Score -479660.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -479710.250000 Penalty: 2675.974854
	Iteration 17Q: 3 clusters Score -479710.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -479755.250000 Penalty: 2675.974854
	Iteration 18Q: 3 clusters Score -479755.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -479787.281250 Penalty: 2675.974854
	Iteration 19Q: 3 clusters Score -479787.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -479828.031250 Penalty: 2675.974854
	Iteration 20F: 3 clusters Score -479828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -479860.500000 Penalty: 2675.974854
	Iteration 21Q: 3 clusters Score -479860.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -479893.781250 Penalty: 2675.974854
	Iteration 22Q: 3 clusters Score -479893.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -479921.156250 Penalty: 2675.974854
	Iteration 23Q: 3 clusters Score -479921.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -479955.250000 Penalty: 2675.974854
	Iteration 24Q: 3 clusters Score -479955.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -479984.875000 Penalty: 2675.974854
	Iteration 25Q: 3 clusters Score -479984.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -480018.437500 Penalty: 2675.974854
	Iteration 26Q: 3 clusters Score -480018.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -480059.906250 Penalty: 2675.974854
	Iteration 27Q: 3 clusters Score -480059.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -480083.500000 Penalty: 2675.974854
	Iteration 28Q: 3 clusters Score -480083.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -480110.406250 Penalty: 2675.974854
	Iteration 29Q: 3 clusters Score -480110.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -480131.281250 Penalty: 2675.974854
	Iteration 30Q: 3 clusters Score -480131.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -480148.062500 Penalty: 2675.974854
	Iteration 31Q: 3 clusters Score -480148.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -480168.468750 Penalty: 2675.974854
	Iteration 32Q: 3 clusters Score -480168.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -480181.468750 Penalty: 2675.974854
	Iteration 33Q: 3 clusters Score -480181.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -480194.156250 Penalty: 2675.974854
	Iteration 34Q: 3 clusters Score -480194.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -480205.187500 Penalty: 2675.974854
	Iteration 35Q: 3 clusters Score -480205.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -480212.906250 Penalty: 2675.974854
	Iteration 36Q: 3 clusters Score -480212.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -480217.312500 Penalty: 2675.974854
	Iteration 37Q: 3 clusters Score -480217.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -480219.875000 Penalty: 2675.974854
	Iteration 38Q: 3 clusters Score -480219.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -480225.187500 Penalty: 2675.974854
	Iteration 39Q: 3 clusters Score -480225.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -480229.000000 Penalty: 2675.974854
	Iteration 40F: 3 clusters Score -480229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -480233.500000 Penalty: 2675.974854
	Iteration 41Q: 3 clusters Score -480233.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -480238.562500 Penalty: 2675.974854
	Iteration 42Q: 3 clusters Score -480238.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -480242.937500 Penalty: 2675.974854
	Iteration 43Q: 3 clusters Score -480242.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -480245.843750 Penalty: 2675.974854
	Iteration 44Q: 3 clusters Score -480245.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -480248.125000 Penalty: 2675.974854
	Iteration 45Q: 3 clusters Score -480248.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -480251.093750 Penalty: 2675.974854
	Iteration 46Q: 3 clusters Score -480251.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -480256.000000 Penalty: 2675.974854
	Iteration 47Q: 3 clusters Score -480256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -480263.968750 Penalty: 2675.974854
	Iteration 48Q: 3 clusters Score -480264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -480268.281250 Penalty: 2675.974854
	Iteration 49Q: 3 clusters Score -480268.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -480273.093750 Penalty: 2675.974854
	Iteration 50Q: 3 clusters Score -480273.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -480278.125000 Penalty: 2675.974854
	Iteration 51Q: 3 clusters Score -480278.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -480282.500000 Penalty: 2675.974854
	Iteration 52Q: 3 clusters Score -480282.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -480287.781250 Penalty: 2675.974854
	Iteration 53Q: 3 clusters Score -480287.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -480289.968750 Penalty: 2675.974854
	Iteration 54Q: 3 clusters Score -480290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -480291.968750 Penalty: 2675.974854
	Iteration 55Q: 3 clusters Score -480292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -480294.718750 Penalty: 2675.974854
	Iteration 56Q: 3 clusters Score -480294.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -480297.812500 Penalty: 2675.974854
	Iteration 57Q: 3 clusters Score -480297.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -480299.718750 Penalty: 2675.974854
	Iteration 58Q: 3 clusters Score -480299.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -480300.375000 Penalty: 2675.974854
	Iteration 59Q: 3 clusters Score -480300.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -480301.656250 Penalty: 2675.974854
	Iteration 60F: 3 clusters Score -480301.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -480300.718750 Penalty: 2675.974854
	Iteration 61Q: 3 clusters Score -480300.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -480301.750000 Penalty: 2675.974854
	Iteration 62Q: 3 clusters Score -480301.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -480301.968750 Penalty: 2675.974854
	Iteration 63Q: 3 clusters Score -480302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -480303.156250 Penalty: 2675.974854
	Iteration 64Q: 3 clusters Score -480303.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -480303.156250 Penalty: 2675.974854
	Iteration 65F: 3 clusters Score -480303.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Entering Unmasked Estep 
Score: -268461.968750 Penalty: 1234.086914
	Iteration 0F: 2 clusters Score -268462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -266383.625000 Penalty: 2468.173828
	Iteration 0F: 3 clusters Score -266383.6 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -266879.500000 Penalty: 2468.173828
	Iteration 1F: 3 clusters Score -266879.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -267075.125000 Penalty: 2468.173828
	Iteration 2F: 3 clusters Score -267075.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -267230.062500 Penalty: 2468.173828
	Iteration 3F: 3 clusters Score -267230.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -267395.937500 Penalty: 2468.173828
	Iteration 4F: 3 clusters Score -267395.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -267527.187500 Penalty: 2468.173828
	Iteration 5F: 3 clusters Score -267527.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -267633.187500 Penalty: 2468.173828
	Iteration 6F: 3 clusters Score -267633.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -267718.312500 Penalty: 2468.173828
	Iteration 7Q: 3 clusters Score -267718.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -267795.562500 Penalty: 2468.173828
	Iteration 8Q: 3 clusters Score -267795.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -267850.000000 Penalty: 2468.173828
	Iteration 9Q: 3 clusters Score -267850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -267883.968750 Penalty: 2468.173828
	Iteration 10Q: 3 clusters Score -267884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -267915.718750 Penalty: 2468.173828
	Iteration 11Q: 3 clusters Score -267915.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -267950.218750 Penalty: 2468.173828
	Iteration 12Q: 3 clusters Score -267950.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -267994.718750 Penalty: 2468.173828
	Iteration 13Q: 3 clusters Score -267994.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -268030.031250 Penalty: 2468.173828
	Iteration 14Q: 3 clusters Score -268030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -268067.031250 Penalty: 2468.173828
	Iteration 15Q: 3 clusters Score -268067 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -268092.968750 Penalty: 2468.173828
	Iteration 16Q: 3 clusters Score -268093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -268124.625000 Penalty: 2468.173828
	Iteration 17Q: 3 clusters Score -268124.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -268142.500000 Penalty: 2468.173828
	Iteration 18Q: 3 clusters Score -268142.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -268152.031250 Penalty: 2468.173828
	Iteration 19Q: 3 clusters Score -268152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -268160.312500 Penalty: 2468.173828
	Iteration 20F: 3 clusters Score -268160.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -268167.093750 Penalty: 2468.173828
	Iteration 21Q: 3 clusters Score -268167.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -268170.781250 Penalty: 2468.173828
	Iteration 22Q: 3 clusters Score -268170.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -268172.812500 Penalty: 2468.173828
	Iteration 23Q: 3 clusters Score -268172.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -268173.031250 Penalty: 2468.173828
	Iteration 24Q: 3 clusters Score -268173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -268173.031250 Penalty: 2468.173828
	Iteration 25F: 3 clusters Score -268173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Entering Unmasked Estep 
Score: -413758.187500 Penalty: 1302.490723
	Iteration 0F: 2 clusters Score -413758.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -411049.593750 Penalty: 2604.981445
	Iteration 0F: 3 clusters Score -411049.6 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -411893.218750 Penalty: 2604.981445
	Iteration 1F: 3 clusters Score -411893.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -412262.437500 Penalty: 2604.981445
	Iteration 2F: 3 clusters Score -412262.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -412520.781250 Penalty: 2604.981445
	Iteration 3F: 3 clusters Score -412520.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -412707.218750 Penalty: 2604.981445
	Iteration 4F: 3 clusters Score -412707.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -412861.562500 Penalty: 2604.981445
	Iteration 5Q: 3 clusters Score -412861.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -412962.281250 Penalty: 2604.981445
	Iteration 6Q: 3 clusters Score -412962.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -413034.281250 Penalty: 2604.981445
	Iteration 7Q: 3 clusters Score -413034.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -413080.625000 Penalty: 2604.981445
	Iteration 8Q: 3 clusters Score -413080.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -413103.468750 Penalty: 2604.981445
	Iteration 9Q: 3 clusters Score -413103.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -413119.562500 Penalty: 2604.981445
	Iteration 10Q: 3 clusters Score -413119.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -413138.562500 Penalty: 2604.981445
	Iteration 11Q: 3 clusters Score -413138.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -413162.781250 Penalty: 2604.981445
	Iteration 12Q: 3 clusters Score -413162.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -413187.906250 Penalty: 2604.981445
	Iteration 13Q: 3 clusters Score -413187.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -413198.375000 Penalty: 2604.981445
	Iteration 14Q: 3 clusters Score -413198.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -413204.937500 Penalty: 2604.981445
	Iteration 15Q: 3 clusters Score -413204.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -413210.718750 Penalty: 2604.981445
	Iteration 16Q: 3 clusters Score -413210.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -413215.250000 Penalty: 2604.981445
	Iteration 17Q: 3 clusters Score -413215.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -413219.000000 Penalty: 2604.981445
	Iteration 18Q: 3 clusters Score -413219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -413219.750000 Penalty: 2604.981445
	Iteration 19Q: 3 clusters Score -413219.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -413220.875000 Penalty: 2604.981445
	Iteration 20F: 3 clusters Score -413220.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Entering Unmasked Estep 
Score: -216426.203125 Penalty: 1199.190186
	Iteration 0F: 2 clusters Score -216426.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -214594.375000 Penalty: 2398.380371
	Iteration 0F: 3 clusters Score -214594.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -215019.734375 Penalty: 2398.380371
	Iteration 1F: 3 clusters Score -215019.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -215136.015625 Penalty: 2398.380371
	Iteration 2F: 3 clusters Score -215136 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -215217.640625 Penalty: 2398.380371
	Iteration 3Q: 3 clusters Score -215217.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -215305.609375 Penalty: 2398.380371
	Iteration 4Q: 3 clusters Score -215305.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -215371.281250 Penalty: 2398.380371
	Iteration 5Q: 3 clusters Score -215371.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -215427.906250 Penalty: 2398.380371
	Iteration 6Q: 3 clusters Score -215427.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -215488.000000 Penalty: 2398.380371
	Iteration 7Q: 3 clusters Score -215488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -215558.500000 Penalty: 2398.380371
	Iteration 8Q: 3 clusters Score -215558.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -215610.609375 Penalty: 2398.380371
	Iteration 9Q: 3 clusters Score -215610.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -215652.453125 Penalty: 2398.380371
	Iteration 10Q: 3 clusters Score -215652.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -215680.265625 Penalty: 2398.380371
	Iteration 11Q: 3 clusters Score -215680.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -215689.625000 Penalty: 2398.380371
	Iteration 12Q: 3 clusters Score -215689.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -215695.421875 Penalty: 2398.380371
	Iteration 13Q: 3 clusters Score -215695.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -215700.046875 Penalty: 2398.380371
	Iteration 14Q: 3 clusters Score -215700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -215703.265625 Penalty: 2398.380371
	Iteration 15Q: 3 clusters Score -215703.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -215705.046875 Penalty: 2398.380371
	Iteration 16Q: 3 clusters Score -215705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -215705.453125 Penalty: 2398.380371
	Iteration 17Q: 3 clusters Score -215705.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -215705.671875 Penalty: 2398.380371
	Iteration 18Q: 3 clusters Score -215705.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -215705.671875 Penalty: 2398.380371
	Iteration 19F: 3 clusters Score -215705.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -73103.187500 Penalty: 1015.934387
	Iteration 0F: 2 clusters Score -73103.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -72017.578125 Penalty: 2031.868774
	Iteration 0F: 3 clusters Score -72017.58 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -72175.968750 Penalty: 2031.868774
	Iteration 1F: 3 clusters Score -72175.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -72227.507812 Penalty: 2031.868774
	Iteration 2F: 3 clusters Score -72227.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -72252.375000 Penalty: 2031.868774
	Iteration 3Q: 3 clusters Score -72252.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -72274.406250 Penalty: 2031.868774
	Iteration 4Q: 3 clusters Score -72274.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72279.773438 Penalty: 2031.868774
	Iteration 5Q: 3 clusters Score -72279.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72285.406250 Penalty: 2031.868774
	Iteration 6Q: 3 clusters Score -72285.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72295.953125 Penalty: 2031.868774
	Iteration 7Q: 3 clusters Score -72295.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -72307.414062 Penalty: 2031.868774
	Iteration 8Q: 3 clusters Score -72307.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -72310.039062 Penalty: 2031.868774
	Iteration 9Q: 3 clusters Score -72310.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -72310.039062 Penalty: 2031.868774
	Iteration 10F: 3 clusters Score -72310.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Entering Unmasked Estep 
Score: -1931028.875000 Penalty: 1536.871216
	Iteration 0F: 2 clusters Score -1931029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1922125.750000 Penalty: 3073.742432
	Iteration 0F: 3 clusters Score -1922126 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1925249.625000 Penalty: 3073.742432
	Iteration 1F: 3 clusters Score -1925250 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1925605.250000 Penalty: 3073.742432
	Iteration 2F: 3 clusters Score -1925605 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1925974.000000 Penalty: 3073.742432
	Iteration 3F: 3 clusters Score -1925974 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1926380.750000 Penalty: 3073.742432
	Iteration 4F: 3 clusters Score -1926381 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1926817.500000 Penalty: 3073.742432
	Iteration 5F: 3 clusters Score -1926818 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1927315.500000 Penalty: 3073.742432
	Iteration 6F: 3 clusters Score -1927316 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1927853.750000 Penalty: 3073.742432
	Iteration 7F: 3 clusters Score -1927854 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1928323.500000 Penalty: 3073.742432
	Iteration 8Q: 3 clusters Score -1928324 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1928695.375000 Penalty: 3073.742432
	Iteration 9Q: 3 clusters Score -1928695 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1928967.750000 Penalty: 3073.742432
	Iteration 10Q: 3 clusters Score -1928968 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1929168.875000 Penalty: 3073.742432
	Iteration 11Q: 3 clusters Score -1929169 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1929320.750000 Penalty: 3073.742432
	Iteration 12Q: 3 clusters Score -1929321 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1929433.000000 Penalty: 3073.742432
	Iteration 13Q: 3 clusters Score -1929433 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1929502.125000 Penalty: 3073.742432
	Iteration 14Q: 3 clusters Score -1929502 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1929552.375000 Penalty: 3073.742432
	Iteration 15Q: 3 clusters Score -1929552 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1929578.000000 Penalty: 3073.742432
	Iteration 16Q: 3 clusters Score -1929578 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1929612.875000 Penalty: 3073.742432
	Iteration 17Q: 3 clusters Score -1929613 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1929631.125000 Penalty: 3073.742432
	Iteration 18Q: 3 clusters Score -1929631 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1929649.125000 Penalty: 3073.742432
	Iteration 19Q: 3 clusters Score -1929649 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1929673.875000 Penalty: 3073.742432
	Iteration 20F: 3 clusters Score -1929674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1929695.875000 Penalty: 3073.742432
	Iteration 21Q: 3 clusters Score -1929696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1929714.625000 Penalty: 3073.742432
	Iteration 22Q: 3 clusters Score -1929715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1929721.625000 Penalty: 3073.742432
	Iteration 23Q: 3 clusters Score -1929722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1929733.375000 Penalty: 3073.742432
	Iteration 24Q: 3 clusters Score -1929733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1929745.250000 Penalty: 3073.742432
	Iteration 25Q: 3 clusters Score -1929745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1929755.250000 Penalty: 3073.742432
	Iteration 26Q: 3 clusters Score -1929755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1929764.125000 Penalty: 3073.742432
	Iteration 27Q: 3 clusters Score -1929764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1929770.250000 Penalty: 3073.742432
	Iteration 28Q: 3 clusters Score -1929770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1929779.375000 Penalty: 3073.742432
	Iteration 29Q: 3 clusters Score -1929779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1929784.375000 Penalty: 3073.742432
	Iteration 30Q: 3 clusters Score -1929784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1929791.625000 Penalty: 3073.742432
	Iteration 31Q: 3 clusters Score -1929792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1929791.750000 Penalty: 3073.742432
	Iteration 32Q: 3 clusters Score -1929792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1929794.125000 Penalty: 3073.742432
	Iteration 33Q: 3 clusters Score -1929794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1929797.125000 Penalty: 3073.742432
	Iteration 34Q: 3 clusters Score -1929797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1929796.875000 Penalty: 3073.742432
	Iteration 35Q: 3 clusters Score -1929797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1929799.625000 Penalty: 3073.742432
	Iteration 36Q: 3 clusters Score -1929800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1929799.250000 Penalty: 3073.742432
	Iteration 37Q: 3 clusters Score -1929799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1929799.625000 Penalty: 3073.742432
	Iteration 38Q: 3 clusters Score -1929800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1929799.625000 Penalty: 3073.742432
	Iteration 39Q: 3 clusters Score -1929800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1929800.500000 Penalty: 3073.742432
	Iteration 40F: 3 clusters Score -1929800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1929805.500000 Penalty: 3073.742432
	Iteration 41Q: 3 clusters Score -1929806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1929806.375000 Penalty: 3073.742432
	Iteration 42Q: 3 clusters Score -1929806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1929808.875000 Penalty: 3073.742432
	Iteration 43Q: 3 clusters Score -1929809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1929808.750000 Penalty: 3073.742432
	Iteration 44Q: 3 clusters Score -1929809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1929810.625000 Penalty: 3073.742432
	Iteration 45Q: 3 clusters Score -1929811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1929810.875000 Penalty: 3073.742432
	Iteration 46Q: 3 clusters Score -1929811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1929810.875000 Penalty: 3073.742432
	Iteration 47F: 3 clusters Score -1929811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -79864.070312 Penalty: 1040.849609
	Iteration 0F: 2 clusters Score -79864.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78732.304688 Penalty: 2081.699219
	Iteration 0F: 3 clusters Score -78732.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78929.648438 Penalty: 2081.699219
	Iteration 1F: 3 clusters Score -78929.65 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79001.218750 Penalty: 2081.699219
	Iteration 2F: 3 clusters Score -79001.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79042.242188 Penalty: 2081.699219
	Iteration 3Q: 3 clusters Score -79042.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79075.054688 Penalty: 2081.699219
	Iteration 4Q: 3 clusters Score -79075.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79100.273438 Penalty: 2081.699219
	Iteration 5Q: 3 clusters Score -79100.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79116.351562 Penalty: 2081.699219
	Iteration 6Q: 3 clusters Score -79116.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -79151.289062 Penalty: 2081.699219
	Iteration 7Q: 3 clusters Score -79151.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -79209.773438 Penalty: 2081.699219
	Iteration 8Q: 3 clusters Score -79209.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -79254.117188 Penalty: 2081.699219
	Iteration 9Q: 3 clusters Score -79254.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -79272.265625 Penalty: 2081.699219
	Iteration 10Q: 3 clusters Score -79272.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -79284.757812 Penalty: 2081.699219
	Iteration 11Q: 3 clusters Score -79284.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -79302.671875 Penalty: 2081.699219
	Iteration 12Q: 3 clusters Score -79302.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79313.835938 Penalty: 2081.699219
	Iteration 13Q: 3 clusters Score -79313.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -79334.335938 Penalty: 2081.699219
	Iteration 14Q: 3 clusters Score -79334.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -79361.570312 Penalty: 2081.699219
	Iteration 15Q: 3 clusters Score -79361.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79372.179688 Penalty: 2081.699219
	Iteration 16Q: 3 clusters Score -79372.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -79390.976562 Penalty: 2081.699219
	Iteration 17Q: 3 clusters Score -79390.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -79400.609375 Penalty: 2081.699219
	Iteration 18Q: 3 clusters Score -79400.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -79409.156250 Penalty: 2081.699219
	Iteration 19Q: 3 clusters Score -79409.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -79416.531250 Penalty: 2081.699219
	Iteration 20F: 3 clusters Score -79416.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79429.476562 Penalty: 2081.699219
	Iteration 21Q: 3 clusters Score -79429.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79438.710938 Penalty: 2081.699219
	Iteration 22Q: 3 clusters Score -79438.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79441.718750 Penalty: 2081.699219
	Iteration 23Q: 3 clusters Score -79441.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -79443.062500 Penalty: 2081.699219
	Iteration 24Q: 3 clusters Score -79443.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -79449.515625 Penalty: 2081.699219
	Iteration 25Q: 3 clusters Score -79449.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -79453.156250 Penalty: 2081.699219
	Iteration 26Q: 3 clusters Score -79453.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79454.148438 Penalty: 2081.699219
	Iteration 27Q: 3 clusters Score -79454.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79454.148438 Penalty: 2081.699219
	Iteration 28F: 3 clusters Score -79454.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (31428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Entering Unmasked Estep 
Score: -4776095.500000 Penalty: 1682.761353
	Iteration 0F: 2 clusters Score -4776096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -4757443.500000 Penalty: 3365.522705
	Iteration 0F: 3 clusters Score -4757444 nChanged 14512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -4765637.500000 Penalty: 3365.522705
	Iteration 1F: 3 clusters Score -4765638 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -4766111.000000 Penalty: 3365.522705
	Iteration 2F: 3 clusters Score -4766111 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -4766561.500000 Penalty: 3365.522705
	Iteration 3Q: 3 clusters Score -4766562 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -4767133.000000 Penalty: 3365.522705
	Iteration 4Q: 3 clusters Score -4767133 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -4767818.000000 Penalty: 3365.522705
	Iteration 5F: 3 clusters Score -4767818 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -4768730.500000 Penalty: 3365.522705
	Iteration 6F: 3 clusters Score -4768730 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -4769849.500000 Penalty: 3365.522705
	Iteration 7F: 3 clusters Score -4769850 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -4770902.000000 Penalty: 3365.522705
	Iteration 8F: 3 clusters Score -4770902 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -4771615.500000 Penalty: 3365.522705
	Iteration 9F: 3 clusters Score -4771616 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -4771928.000000 Penalty: 3365.522705
	Iteration 10Q: 3 clusters Score -4771928 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -4772037.000000 Penalty: 3365.522705
	Iteration 11Q: 3 clusters Score -4772037 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -4772124.500000 Penalty: 3365.522705
	Iteration 12Q: 3 clusters Score -4772124 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -4772180.000000 Penalty: 3365.522705
	Iteration 13Q: 3 clusters Score -4772180 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -4772249.000000 Penalty: 3365.522705
	Iteration 14Q: 3 clusters Score -4772249 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -4772321.000000 Penalty: 3365.522705
	Iteration 15Q: 3 clusters Score -4772321 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -4772436.000000 Penalty: 3365.522705
	Iteration 16Q: 3 clusters Score -4772436 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -4772568.000000 Penalty: 3365.522705
	Iteration 17Q: 3 clusters Score -4772568 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -4772676.500000 Penalty: 3365.522705
	Iteration 18Q: 3 clusters Score -4772676 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -4772828.500000 Penalty: 3365.522705
	Iteration 19Q: 3 clusters Score -4772828 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -4772976.500000 Penalty: 3365.522705
	Iteration 20F: 3 clusters Score -4772976 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -4773156.500000 Penalty: 3365.522705
	Iteration 21Q: 3 clusters Score -4773156 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -4773338.500000 Penalty: 3365.522705
	Iteration 22Q: 3 clusters Score -4773338 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -4773511.500000 Penalty: 3365.522705
	Iteration 23Q: 3 clusters Score -4773512 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -4773661.000000 Penalty: 3365.522705
	Iteration 24Q: 3 clusters Score -4773661 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -4773806.500000 Penalty: 3365.522705
	Iteration 25Q: 3 clusters Score -4773806 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -4773938.000000 Penalty: 3365.522705
	Iteration 26Q: 3 clusters Score -4773938 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -4774097.500000 Penalty: 3365.522705
	Iteration 27Q: 3 clusters Score -4774098 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -4774246.000000 Penalty: 3365.522705
	Iteration 28Q: 3 clusters Score -4774246 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -4774358.000000 Penalty: 3365.522705
	Iteration 29Q: 3 clusters Score -4774358 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -4774443.500000 Penalty: 3365.522705
	Iteration 30Q: 3 clusters Score -4774444 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -4774519.000000 Penalty: 3365.522705
	Iteration 31Q: 3 clusters Score -4774519 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -4774580.000000 Penalty: 3365.522705
	Iteration 32Q: 3 clusters Score -4774580 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -4774620.500000 Penalty: 3365.522705
	Iteration 33Q: 3 clusters Score -4774620 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -4774653.000000 Penalty: 3365.522705
	Iteration 34Q: 3 clusters Score -4774653 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -4774677.500000 Penalty: 3365.522705
	Iteration 35Q: 3 clusters Score -4774678 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -4774674.500000 Penalty: 3365.522705
	Iteration 36Q: 3 clusters Score -4774674 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -4774696.500000 Penalty: 3365.522705
	Iteration 37Q: 3 clusters Score -4774696 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -4774693.500000 Penalty: 3365.522705
	Iteration 38Q: 3 clusters Score -4774694 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -4774706.000000 Penalty: 3365.522705
	Iteration 39Q: 3 clusters Score -4774706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -4774731.000000 Penalty: 3365.522705
	Iteration 40F: 3 clusters Score -4774731 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -4774743.000000 Penalty: 3365.522705
	Iteration 41Q: 3 clusters Score -4774743 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -4774747.000000 Penalty: 3365.522705
	Iteration 42Q: 3 clusters Score -4774747 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -4774753.500000 Penalty: 3365.522705
	Iteration 43Q: 3 clusters Score -4774754 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -4774751.000000 Penalty: 3365.522705
	Iteration 44Q: 3 clusters Score -4774751 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -4774756.500000 Penalty: 3365.522705
	Iteration 45Q: 3 clusters Score -4774756 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -4774757.000000 Penalty: 3365.522705
	Iteration 46Q: 3 clusters Score -4774757 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -4774742.500000 Penalty: 3365.522705
	Iteration 47Q: 3 clusters Score -4774742 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -4774758.500000 Penalty: 3365.522705
	Iteration 48Q: 3 clusters Score -4774758 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -4774767.500000 Penalty: 3365.522705
	Iteration 49Q: 3 clusters Score -4774768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -4774761.500000 Penalty: 3365.522705
	Iteration 50Q: 3 clusters Score -4774762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -4774759.500000 Penalty: 3365.522705
	Iteration 51Q: 3 clusters Score -4774760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -4774759.000000 Penalty: 3365.522705
	Iteration 52Q: 3 clusters Score -4774759 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -4774763.500000 Penalty: 3365.522705
	Iteration 53Q: 3 clusters Score -4774764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -4774748.500000 Penalty: 3365.522705
	Iteration 54Q: 3 clusters Score -4774748 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -4774756.000000 Penalty: 3365.522705
	Iteration 55Q: 3 clusters Score -4774756 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -4774756.500000 Penalty: 3365.522705
	Iteration 56Q: 3 clusters Score -4774756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -4774753.000000 Penalty: 3365.522705
	Iteration 57Q: 3 clusters Score -4774753 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -4774760.500000 Penalty: 3365.522705
	Iteration 58Q: 3 clusters Score -4774760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -4774753.500000 Penalty: 3365.522705
	Iteration 59Q: 3 clusters Score -4774754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -4774766.000000 Penalty: 3365.522705
	Iteration 60F: 3 clusters Score -4774766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -4774768.500000 Penalty: 3365.522705
	Iteration 61Q: 3 clusters Score -4774768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -4774758.500000 Penalty: 3365.522705
	Iteration 62Q: 3 clusters Score -4774758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -4774758.500000 Penalty: 3365.522705
	Iteration 63Q: 3 clusters Score -4774758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -4774765.000000 Penalty: 3365.522705
	Iteration 64Q: 3 clusters Score -4774765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -4774761.000000 Penalty: 3365.522705
	Iteration 65Q: 3 clusters Score -4774761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -4774752.500000 Penalty: 3365.522705
	Iteration 66Q: 3 clusters Score -4774752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -4774752.500000 Penalty: 3365.522705
	Iteration 67Q: 3 clusters Score -4774752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -4774754.000000 Penalty: 3365.522705
	Iteration 68Q: 3 clusters Score -4774754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -4774760.000000 Penalty: 3365.522705
	Iteration 69Q: 3 clusters Score -4774760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -4774756.500000 Penalty: 3365.522705
	Iteration 70Q: 3 clusters Score -4774756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -4774767.000000 Penalty: 3365.522705
	Iteration 71Q: 3 clusters Score -4774767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -4774768.000000 Penalty: 3365.522705
	Iteration 72Q: 3 clusters Score -4774768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -4774770.500000 Penalty: 3365.522705
	Iteration 73Q: 3 clusters Score -4774770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -4774772.500000 Penalty: 3365.522705
	Iteration 74Q: 3 clusters Score -4774772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -4774774.500000 Penalty: 3365.522705
	Iteration 75Q: 3 clusters Score -4774774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -4774772.500000 Penalty: 3365.522705
	Iteration 76Q: 3 clusters Score -4774772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -4774775.500000 Penalty: 3365.522705
	Iteration 77Q: 3 clusters Score -4774776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -4774762.000000 Penalty: 3365.522705
	Iteration 78Q: 3 clusters Score -4774762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -4774762.000000 Penalty: 3365.522705
	Iteration 79Q: 3 clusters Score -4774762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -4774764.500000 Penalty: 3365.522705
	Iteration 80F: 3 clusters Score -4774764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -4774766.500000 Penalty: 3365.522705
	Iteration 81Q: 3 clusters Score -4774766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -4774769.000000 Penalty: 3365.522705
	Iteration 82Q: 3 clusters Score -4774769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -4774781.500000 Penalty: 3365.522705
	Iteration 83Q: 3 clusters Score -4774782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -4774779.500000 Penalty: 3365.522705
	Iteration 84Q: 3 clusters Score -4774780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -4774785.000000 Penalty: 3365.522705
	Iteration 85Q: 3 clusters Score -4774785 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -4774781.000000 Penalty: 3365.522705
	Iteration 86Q: 3 clusters Score -4774781 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -4774786.500000 Penalty: 3365.522705
	Iteration 87Q: 3 clusters Score -4774786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -4774786.000000 Penalty: 3365.522705
	Iteration 88Q: 3 clusters Score -4774786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -4774794.000000 Penalty: 3365.522705
	Iteration 89Q: 3 clusters Score -4774794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -4774793.500000 Penalty: 3365.522705
	Iteration 90Q: 3 clusters Score -4774794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -4774798.500000 Penalty: 3365.522705
	Iteration 91Q: 3 clusters Score -4774798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -4774801.000000 Penalty: 3365.522705
	Iteration 92Q: 3 clusters Score -4774801 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -4774799.500000 Penalty: 3365.522705
	Iteration 93Q: 3 clusters Score -4774800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -4774794.500000 Penalty: 3365.522705
	Iteration 94Q: 3 clusters Score -4774794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -4774799.500000 Penalty: 3365.522705
	Iteration 95Q: 3 clusters Score -4774800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -4774800.000000 Penalty: 3365.522705
	Iteration 96Q: 3 clusters Score -4774800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -4774808.000000 Penalty: 3365.522705
	Iteration 97Q: 3 clusters Score -4774808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -4774800.000000 Penalty: 3365.522705
	Iteration 98Q: 3 clusters Score -4774800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -4774805.000000 Penalty: 3365.522705
	Iteration 99Q: 3 clusters Score -4774805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -4774802.000000 Penalty: 3365.522705
	Iteration 100F: 3 clusters Score -4774802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -4774788.000000 Penalty: 3365.522705
	Iteration 101Q: 3 clusters Score -4774788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -4774783.000000 Penalty: 3365.522705
	Iteration 102Q: 3 clusters Score -4774783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -4774772.000000 Penalty: 3365.522705
	Iteration 103Q: 3 clusters Score -4774772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -4774771.000000 Penalty: 3365.522705
	Iteration 104Q: 3 clusters Score -4774771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -4774778.000000 Penalty: 3365.522705
	Iteration 105Q: 3 clusters Score -4774778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -4774771.500000 Penalty: 3365.522705
	Iteration 106Q: 3 clusters Score -4774772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -4774779.000000 Penalty: 3365.522705
	Iteration 107Q: 3 clusters Score -4774779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -4774785.500000 Penalty: 3365.522705
	Iteration 108Q: 3 clusters Score -4774786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -4774778.500000 Penalty: 3365.522705
	Iteration 109Q: 3 clusters Score -4774778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -4774778.500000 Penalty: 3365.522705
	Iteration 110Q: 3 clusters Score -4774778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -4774779.000000 Penalty: 3365.522705
	Iteration 111Q: 3 clusters Score -4774779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -4774783.000000 Penalty: 3365.522705
	Iteration 112Q: 3 clusters Score -4774783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -4774786.000000 Penalty: 3365.522705
	Iteration 113Q: 3 clusters Score -4774786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -4774784.000000 Penalty: 3365.522705
	Iteration 114Q: 3 clusters Score -4774784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -4774786.500000 Penalty: 3365.522705
	Iteration 115Q: 3 clusters Score -4774786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -4774786.500000 Penalty: 3365.522705
	Iteration 116Q: 3 clusters Score -4774786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -4774786.500000 Penalty: 3365.522705
	Iteration 117Q: 3 clusters Score -4774786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -4774789.500000 Penalty: 3365.522705
	Iteration 118Q: 3 clusters Score -4774790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -4774791.500000 Penalty: 3365.522705
	Iteration 119Q: 3 clusters Score -4774792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -4774791.500000 Penalty: 3365.522705
	Iteration 120F: 3 clusters Score -4774792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -4774793.500000 Penalty: 3365.522705
	Iteration 121Q: 3 clusters Score -4774794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -4774791.500000 Penalty: 3365.522705
	Iteration 122Q: 3 clusters Score -4774792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -4774791.500000 Penalty: 3365.522705
	Iteration 123Q: 3 clusters Score -4774792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -4774792.500000 Penalty: 3365.522705
	Iteration 124Q: 3 clusters Score -4774792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -4774795.500000 Penalty: 3365.522705
	Iteration 125Q: 3 clusters Score -4774796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -4774795.500000 Penalty: 3365.522705
	Iteration 126F: 3 clusters Score -4774796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -180855.250000 Penalty: 1185.225952
	Iteration 0F: 2 clusters Score -180855.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -179125.015625 Penalty: 2370.451904
	Iteration 0F: 3 clusters Score -179125 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -179502.406250 Penalty: 2370.451904
	Iteration 1F: 3 clusters Score -179502.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -179629.734375 Penalty: 2370.451904
	Iteration 2F: 3 clusters Score -179629.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -179757.609375 Penalty: 2370.451904
	Iteration 3F: 3 clusters Score -179757.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -179891.031250 Penalty: 2370.451904
	Iteration 4F: 3 clusters Score -179891 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -180033.781250 Penalty: 2370.451904
	Iteration 5F: 3 clusters Score -180033.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -180125.593750 Penalty: 2370.451904
	Iteration 6Q: 3 clusters Score -180125.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -180194.203125 Penalty: 2370.451904
	Iteration 7Q: 3 clusters Score -180194.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -180231.593750 Penalty: 2370.451904
	Iteration 8Q: 3 clusters Score -180231.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -180252.359375 Penalty: 2370.451904
	Iteration 9Q: 3 clusters Score -180252.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -180272.531250 Penalty: 2370.451904
	Iteration 10Q: 3 clusters Score -180272.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -180282.343750 Penalty: 2370.451904
	Iteration 11Q: 3 clusters Score -180282.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -180285.015625 Penalty: 2370.451904
	Iteration 12Q: 3 clusters Score -180285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -180286.687500 Penalty: 2370.451904
	Iteration 13Q: 3 clusters Score -180286.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -180289.875000 Penalty: 2370.451904
	Iteration 14Q: 3 clusters Score -180289.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -180291.984375 Penalty: 2370.451904
	Iteration 15Q: 3 clusters Score -180292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -180293.531250 Penalty: 2370.451904
	Iteration 16Q: 3 clusters Score -180293.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -180294.734375 Penalty: 2370.451904
	Iteration 17Q: 3 clusters Score -180294.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -180295.765625 Penalty: 2370.451904
	Iteration 18Q: 3 clusters Score -180295.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -180295.765625 Penalty: 2370.451904
	Iteration 19F: 3 clusters Score -180295.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -19344.218750 Penalty: 849.183838
	Iteration 0F: 2 clusters Score -19344.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18714.162109 Penalty: 1698.367676
	Iteration 0F: 3 clusters Score -18714.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -18832.208984 Penalty: 1698.367676
	Iteration 1F: 3 clusters Score -18832.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -18851.365234 Penalty: 1698.367676
	Iteration 2Q: 3 clusters Score -18851.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -18856.900391 Penalty: 1698.367676
	Iteration 3Q: 3 clusters Score -18856.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -18858.822266 Penalty: 1698.367676
	Iteration 4Q: 3 clusters Score -18858.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -18858.822266 Penalty: 1698.367676
	Iteration 5F: 3 clusters Score -18858.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Entering Unmasked Estep 
Score: -459558.125000 Penalty: 1323.981323
	Iteration 0F: 2 clusters Score -459558.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -456547.375000 Penalty: 2647.962646
	Iteration 0F: 3 clusters Score -456547.4 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -457413.843750 Penalty: 2647.962646
	Iteration 1F: 3 clusters Score -457413.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -457676.656250 Penalty: 2647.962646
	Iteration 2F: 3 clusters Score -457676.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -457913.937500 Penalty: 2647.962646
	Iteration 3F: 3 clusters Score -457913.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -458114.218750 Penalty: 2647.962646
	Iteration 4F: 3 clusters Score -458114.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -458263.406250 Penalty: 2647.962646
	Iteration 5F: 3 clusters Score -458263.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -458381.281250 Penalty: 2647.962646
	Iteration 6Q: 3 clusters Score -458381.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -458459.000000 Penalty: 2647.962646
	Iteration 7Q: 3 clusters Score -458459 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -458504.187500 Penalty: 2647.962646
	Iteration 8Q: 3 clusters Score -458504.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -458546.687500 Penalty: 2647.962646
	Iteration 9Q: 3 clusters Score -458546.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -458580.281250 Penalty: 2647.962646
	Iteration 10Q: 3 clusters Score -458580.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -458606.156250 Penalty: 2647.962646
	Iteration 11Q: 3 clusters Score -458606.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -458622.406250 Penalty: 2647.962646
	Iteration 12Q: 3 clusters Score -458622.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -458631.250000 Penalty: 2647.962646
	Iteration 13Q: 3 clusters Score -458631.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -458646.156250 Penalty: 2647.962646
	Iteration 14Q: 3 clusters Score -458646.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -458656.656250 Penalty: 2647.962646
	Iteration 15Q: 3 clusters Score -458656.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -458669.531250 Penalty: 2647.962646
	Iteration 16Q: 3 clusters Score -458669.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -458684.406250 Penalty: 2647.962646
	Iteration 17Q: 3 clusters Score -458684.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -458697.968750 Penalty: 2647.962646
	Iteration 18Q: 3 clusters Score -458698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -458707.750000 Penalty: 2647.962646
	Iteration 19Q: 3 clusters Score -458707.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -458724.843750 Penalty: 2647.962646
	Iteration 20F: 3 clusters Score -458724.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -458736.562500 Penalty: 2647.962646
	Iteration 21Q: 3 clusters Score -458736.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -458746.968750 Penalty: 2647.962646
	Iteration 22Q: 3 clusters Score -458747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -458755.718750 Penalty: 2647.962646
	Iteration 23Q: 3 clusters Score -458755.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -458763.250000 Penalty: 2647.962646
	Iteration 24Q: 3 clusters Score -458763.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -458772.718750 Penalty: 2647.962646
	Iteration 25Q: 3 clusters Score -458772.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -458785.031250 Penalty: 2647.962646
	Iteration 26Q: 3 clusters Score -458785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -458792.468750 Penalty: 2647.962646
	Iteration 27Q: 3 clusters Score -458792.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -458801.531250 Penalty: 2647.962646
	Iteration 28Q: 3 clusters Score -458801.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -458807.375000 Penalty: 2647.962646
	Iteration 29Q: 3 clusters Score -458807.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -458810.718750 Penalty: 2647.962646
	Iteration 30Q: 3 clusters Score -458810.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -458813.187500 Penalty: 2647.962646
	Iteration 31Q: 3 clusters Score -458813.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -458816.437500 Penalty: 2647.962646
	Iteration 32Q: 3 clusters Score -458816.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -458818.468750 Penalty: 2647.962646
	Iteration 33Q: 3 clusters Score -458818.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -458821.343750 Penalty: 2647.962646
	Iteration 34Q: 3 clusters Score -458821.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -458825.406250 Penalty: 2647.962646
	Iteration 35Q: 3 clusters Score -458825.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -458828.593750 Penalty: 2647.962646
	Iteration 36Q: 3 clusters Score -458828.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -458830.406250 Penalty: 2647.962646
	Iteration 37Q: 3 clusters Score -458830.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -458831.843750 Penalty: 2647.962646
	Iteration 38Q: 3 clusters Score -458831.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -458833.875000 Penalty: 2647.962646
	Iteration 39Q: 3 clusters Score -458833.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -458835.250000 Penalty: 2647.962646
	Iteration 40F: 3 clusters Score -458835.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -458837.312500 Penalty: 2647.962646
	Iteration 41Q: 3 clusters Score -458837.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -458838.125000 Penalty: 2647.962646
	Iteration 42Q: 3 clusters Score -458838.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -458842.843750 Penalty: 2647.962646
	Iteration 43Q: 3 clusters Score -458842.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -458846.906250 Penalty: 2647.962646
	Iteration 44Q: 3 clusters Score -458846.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -458850.906250 Penalty: 2647.962646
	Iteration 45Q: 3 clusters Score -458850.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -458853.937500 Penalty: 2647.962646
	Iteration 46Q: 3 clusters Score -458853.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -458856.937500 Penalty: 2647.962646
	Iteration 47Q: 3 clusters Score -458856.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -458859.937500 Penalty: 2647.962646
	Iteration 48Q: 3 clusters Score -458859.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -458862.968750 Penalty: 2647.962646
	Iteration 49Q: 3 clusters Score -458863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -458864.531250 Penalty: 2647.962646
	Iteration 50Q: 3 clusters Score -458864.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -458866.625000 Penalty: 2647.962646
	Iteration 51Q: 3 clusters Score -458866.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -458869.625000 Penalty: 2647.962646
	Iteration 52Q: 3 clusters Score -458869.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -458870.375000 Penalty: 2647.962646
	Iteration 53Q: 3 clusters Score -458870.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -458870.875000 Penalty: 2647.962646
	Iteration 54Q: 3 clusters Score -458870.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -458871.875000 Penalty: 2647.962646
	Iteration 55Q: 3 clusters Score -458871.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -458870.875000 Penalty: 2647.962646
	Iteration 56Q: 3 clusters Score -458870.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -458872.406250 Penalty: 2647.962646
	Iteration 57Q: 3 clusters Score -458872.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -458873.125000 Penalty: 2647.962646
	Iteration 58Q: 3 clusters Score -458873.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -458873.781250 Penalty: 2647.962646
	Iteration 59Q: 3 clusters Score -458873.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -458874.593750 Penalty: 2647.962646
	Iteration 60F: 3 clusters Score -458874.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Entering Unmasked Estep 
Score: -521942.875000 Penalty: 1335.946655
	Iteration 0F: 2 clusters Score -521942.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -518823.718750 Penalty: 2671.893311
	Iteration 0F: 3 clusters Score -518823.7 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -519703.437500 Penalty: 2671.893311
	Iteration 1F: 3 clusters Score -519703.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -519868.562500 Penalty: 2671.893311
	Iteration 2F: 3 clusters Score -519868.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -519998.937500 Penalty: 2671.893311
	Iteration 3F: 3 clusters Score -519998.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -520136.625000 Penalty: 2671.893311
	Iteration 4Q: 3 clusters Score -520136.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -520283.750000 Penalty: 2671.893311
	Iteration 5Q: 3 clusters Score -520283.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -520447.156250 Penalty: 2671.893311
	Iteration 6Q: 3 clusters Score -520447.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -520593.000000 Penalty: 2671.893311
	Iteration 7Q: 3 clusters Score -520593 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -520676.937500 Penalty: 2671.893311
	Iteration 8Q: 3 clusters Score -520676.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -520744.687500 Penalty: 2671.893311
	Iteration 9Q: 3 clusters Score -520744.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -520800.718750 Penalty: 2671.893311
	Iteration 10Q: 3 clusters Score -520800.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -520846.500000 Penalty: 2671.893311
	Iteration 11Q: 3 clusters Score -520846.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -520888.187500 Penalty: 2671.893311
	Iteration 12Q: 3 clusters Score -520888.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -520913.375000 Penalty: 2671.893311
	Iteration 13Q: 3 clusters Score -520913.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -520931.687500 Penalty: 2671.893311
	Iteration 14Q: 3 clusters Score -520931.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -520946.750000 Penalty: 2671.893311
	Iteration 15Q: 3 clusters Score -520946.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -520961.093750 Penalty: 2671.893311
	Iteration 16Q: 3 clusters Score -520961.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -520970.125000 Penalty: 2671.893311
	Iteration 17Q: 3 clusters Score -520970.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -520976.875000 Penalty: 2671.893311
	Iteration 18Q: 3 clusters Score -520976.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -520980.406250 Penalty: 2671.893311
	Iteration 19Q: 3 clusters Score -520980.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -520985.718750 Penalty: 2671.893311
	Iteration 20F: 3 clusters Score -520985.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -520994.000000 Penalty: 2671.893311
	Iteration 21Q: 3 clusters Score -520994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -521000.000000 Penalty: 2671.893311
	Iteration 22Q: 3 clusters Score -521000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -521009.031250 Penalty: 2671.893311
	Iteration 23Q: 3 clusters Score -521009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -521016.218750 Penalty: 2671.893311
	Iteration 24Q: 3 clusters Score -521016.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -521022.531250 Penalty: 2671.893311
	Iteration 25Q: 3 clusters Score -521022.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -521030.500000 Penalty: 2671.893311
	Iteration 26Q: 3 clusters Score -521030.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -521035.562500 Penalty: 2671.893311
	Iteration 27Q: 3 clusters Score -521035.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -521041.781250 Penalty: 2671.893311
	Iteration 28Q: 3 clusters Score -521041.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -521046.031250 Penalty: 2671.893311
	Iteration 29Q: 3 clusters Score -521046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -521049.781250 Penalty: 2671.893311
	Iteration 30Q: 3 clusters Score -521049.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -521052.593750 Penalty: 2671.893311
	Iteration 31Q: 3 clusters Score -521052.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -521056.250000 Penalty: 2671.893311
	Iteration 32Q: 3 clusters Score -521056.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -521057.687500 Penalty: 2671.893311
	Iteration 33Q: 3 clusters Score -521057.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -521059.593750 Penalty: 2671.893311
	Iteration 34Q: 3 clusters Score -521059.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -521060.875000 Penalty: 2671.893311
	Iteration 35Q: 3 clusters Score -521060.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -521062.187500 Penalty: 2671.893311
	Iteration 36Q: 3 clusters Score -521062.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -521063.375000 Penalty: 2671.893311
	Iteration 37Q: 3 clusters Score -521063.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -521064.906250 Penalty: 2671.893311
	Iteration 38Q: 3 clusters Score -521064.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -521066.156250 Penalty: 2671.893311
	Iteration 39Q: 3 clusters Score -521066.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -521067.031250 Penalty: 2671.893311
	Iteration 40F: 3 clusters Score -521067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (24000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Entering Unmasked Estep 
Score: -3673567.250000 Penalty: 1638.943970
	Iteration 0F: 2 clusters Score -3673567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3659180.000000 Penalty: 3277.887939
	Iteration 0F: 3 clusters Score -3659180 nChanged 10900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -3665140.750000 Penalty: 3277.887939
	Iteration 1F: 3 clusters Score -3665141 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -3665529.000000 Penalty: 3277.887939
	Iteration 2Q: 3 clusters Score -3665529 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -3665929.500000 Penalty: 3277.887939
	Iteration 3Q: 3 clusters Score -3665930 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3666339.500000 Penalty: 3277.887939
	Iteration 4Q: 3 clusters Score -3666340 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3666729.250000 Penalty: 3277.887939
	Iteration 5Q: 3 clusters Score -3666729 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -3667191.750000 Penalty: 3277.887939
	Iteration 6Q: 3 clusters Score -3667192 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3667761.500000 Penalty: 3277.887939
	Iteration 7Q: 3 clusters Score -3667762 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -3668467.500000 Penalty: 3277.887939
	Iteration 8F: 3 clusters Score -3668468 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -3669391.500000 Penalty: 3277.887939
	Iteration 9F: 3 clusters Score -3669392 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -3670301.000000 Penalty: 3277.887939
	Iteration 10F: 3 clusters Score -3670301 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -3671079.000000 Penalty: 3277.887939
	Iteration 11Q: 3 clusters Score -3671079 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -3671515.250000 Penalty: 3277.887939
	Iteration 12Q: 3 clusters Score -3671515 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -3671752.250000 Penalty: 3277.887939
	Iteration 13Q: 3 clusters Score -3671752 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -3671979.000000 Penalty: 3277.887939
	Iteration 14Q: 3 clusters Score -3671979 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -3672175.500000 Penalty: 3277.887939
	Iteration 15Q: 3 clusters Score -3672176 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -3672362.250000 Penalty: 3277.887939
	Iteration 16Q: 3 clusters Score -3672362 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -3672482.500000 Penalty: 3277.887939
	Iteration 17Q: 3 clusters Score -3672482 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -3672563.000000 Penalty: 3277.887939
	Iteration 18Q: 3 clusters Score -3672563 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -3672604.000000 Penalty: 3277.887939
	Iteration 19Q: 3 clusters Score -3672604 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -3672662.000000 Penalty: 3277.887939
	Iteration 20F: 3 clusters Score -3672662 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -3672727.000000 Penalty: 3277.887939
	Iteration 21Q: 3 clusters Score -3672727 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -3672774.500000 Penalty: 3277.887939
	Iteration 22Q: 3 clusters Score -3672774 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -3672804.500000 Penalty: 3277.887939
	Iteration 23Q: 3 clusters Score -3672804 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -3672825.250000 Penalty: 3277.887939
	Iteration 24Q: 3 clusters Score -3672825 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -3672838.500000 Penalty: 3277.887939
	Iteration 25Q: 3 clusters Score -3672838 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -3672827.250000 Penalty: 3277.887939
	Iteration 26Q: 3 clusters Score -3672827 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -3672830.750000 Penalty: 3277.887939
	Iteration 27Q: 3 clusters Score -3672831 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -3672815.500000 Penalty: 3277.887939
	Iteration 28Q: 3 clusters Score -3672816 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -3672817.000000 Penalty: 3277.887939
	Iteration 29Q: 3 clusters Score -3672817 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -3672799.250000 Penalty: 3277.887939
	Iteration 30Q: 3 clusters Score -3672799 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3672786.000000 Penalty: 3277.887939
	Iteration 31Q: 3 clusters Score -3672786 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3672778.750000 Penalty: 3277.887939
	Iteration 32Q: 3 clusters Score -3672779 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -3672773.500000 Penalty: 3277.887939
	Iteration 33Q: 3 clusters Score -3672774 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -3672764.750000 Penalty: 3277.887939
	Iteration 34Q: 3 clusters Score -3672765 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3672753.000000 Penalty: 3277.887939
	Iteration 35Q: 3 clusters Score -3672753 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3672754.750000 Penalty: 3277.887939
	Iteration 36Q: 3 clusters Score -3672755 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3672727.750000 Penalty: 3277.887939
	Iteration 37Q: 3 clusters Score -3672728 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3672730.500000 Penalty: 3277.887939
	Iteration 38Q: 3 clusters Score -3672730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3672716.000000 Penalty: 3277.887939
	Iteration 39Q: 3 clusters Score -3672716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3672711.750000 Penalty: 3277.887939
	Iteration 40F: 3 clusters Score -3672712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -3672717.250000 Penalty: 3277.887939
	Iteration 41Q: 3 clusters Score -3672717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3672712.500000 Penalty: 3277.887939
	Iteration 42Q: 3 clusters Score -3672712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3672708.500000 Penalty: 3277.887939
	Iteration 43Q: 3 clusters Score -3672708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3672709.750000 Penalty: 3277.887939
	Iteration 44Q: 3 clusters Score -3672710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3672704.750000 Penalty: 3277.887939
	Iteration 45Q: 3 clusters Score -3672705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3672703.250000 Penalty: 3277.887939
	Iteration 46Q: 3 clusters Score -3672703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3672702.500000 Penalty: 3277.887939
	Iteration 47Q: 3 clusters Score -3672702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3672695.500000 Penalty: 3277.887939
	Iteration 48Q: 3 clusters Score -3672696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3672691.000000 Penalty: 3277.887939
	Iteration 49Q: 3 clusters Score -3672691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3672687.500000 Penalty: 3277.887939
	Iteration 50Q: 3 clusters Score -3672688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3672682.750000 Penalty: 3277.887939
	Iteration 51Q: 3 clusters Score -3672683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3672684.500000 Penalty: 3277.887939
	Iteration 52Q: 3 clusters Score -3672684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3672690.250000 Penalty: 3277.887939
	Iteration 53Q: 3 clusters Score -3672690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3672682.750000 Penalty: 3277.887939
	Iteration 54Q: 3 clusters Score -3672683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3672682.500000 Penalty: 3277.887939
	Iteration 55Q: 3 clusters Score -3672682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3672680.500000 Penalty: 3277.887939
	Iteration 56Q: 3 clusters Score -3672680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3672679.250000 Penalty: 3277.887939
	Iteration 57Q: 3 clusters Score -3672679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -3672678.250000 Penalty: 3277.887939
	Iteration 58Q: 3 clusters Score -3672678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3672678.000000 Penalty: 3277.887939
	Iteration 59Q: 3 clusters Score -3672678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3672676.250000 Penalty: 3277.887939
	Iteration 60F: 3 clusters Score -3672676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3672675.750000 Penalty: 3277.887939
	Iteration 61Q: 3 clusters Score -3672676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3672672.250000 Penalty: 3277.887939
	Iteration 62Q: 3 clusters Score -3672672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3672676.750000 Penalty: 3277.887939
	Iteration 63Q: 3 clusters Score -3672677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3672678.750000 Penalty: 3277.887939
	Iteration 64Q: 3 clusters Score -3672679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3672678.750000 Penalty: 3277.887939
	Iteration 65F: 3 clusters Score -3672679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (15546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Entering Unmasked Estep 
Score: -2300648.500000 Penalty: 1568.378296
	Iteration 0F: 2 clusters Score -2300648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2290097.000000 Penalty: 3136.756592
	Iteration 0F: 3 clusters Score -2290097 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2294064.250000 Penalty: 3136.756592
	Iteration 1F: 3 clusters Score -2294064 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2294772.750000 Penalty: 3136.756592
	Iteration 2F: 3 clusters Score -2294773 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2295553.750000 Penalty: 3136.756592
	Iteration 3F: 3 clusters Score -2295554 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2296209.000000 Penalty: 3136.756592
	Iteration 4F: 3 clusters Score -2296209 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2296724.750000 Penalty: 3136.756592
	Iteration 5F: 3 clusters Score -2296725 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2297068.250000 Penalty: 3136.756592
	Iteration 6Q: 3 clusters Score -2297068 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2297351.500000 Penalty: 3136.756592
	Iteration 7Q: 3 clusters Score -2297352 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2297549.500000 Penalty: 3136.756592
	Iteration 8Q: 3 clusters Score -2297550 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2297705.000000 Penalty: 3136.756592
	Iteration 9Q: 3 clusters Score -2297705 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2297838.500000 Penalty: 3136.756592
	Iteration 10Q: 3 clusters Score -2297838 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2297959.250000 Penalty: 3136.756592
	Iteration 11Q: 3 clusters Score -2297959 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2298083.750000 Penalty: 3136.756592
	Iteration 12Q: 3 clusters Score -2298084 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2298210.250000 Penalty: 3136.756592
	Iteration 13Q: 3 clusters Score -2298210 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2298341.250000 Penalty: 3136.756592
	Iteration 14Q: 3 clusters Score -2298341 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2298451.500000 Penalty: 3136.756592
	Iteration 15Q: 3 clusters Score -2298452 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2298568.500000 Penalty: 3136.756592
	Iteration 16Q: 3 clusters Score -2298568 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2298650.750000 Penalty: 3136.756592
	Iteration 17Q: 3 clusters Score -2298651 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2298724.250000 Penalty: 3136.756592
	Iteration 18Q: 3 clusters Score -2298724 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2298821.250000 Penalty: 3136.756592
	Iteration 19Q: 3 clusters Score -2298821 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2298916.250000 Penalty: 3136.756592
	Iteration 20F: 3 clusters Score -2298916 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2298996.000000 Penalty: 3136.756592
	Iteration 21Q: 3 clusters Score -2298996 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2299097.500000 Penalty: 3136.756592
	Iteration 22Q: 3 clusters Score -2299098 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2299202.750000 Penalty: 3136.756592
	Iteration 23Q: 3 clusters Score -2299203 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2299321.750000 Penalty: 3136.756592
	Iteration 24Q: 3 clusters Score -2299322 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2299403.250000 Penalty: 3136.756592
	Iteration 25Q: 3 clusters Score -2299403 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2299471.500000 Penalty: 3136.756592
	Iteration 26Q: 3 clusters Score -2299472 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2299521.750000 Penalty: 3136.756592
	Iteration 27Q: 3 clusters Score -2299522 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2299566.250000 Penalty: 3136.756592
	Iteration 28Q: 3 clusters Score -2299566 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2299596.500000 Penalty: 3136.756592
	Iteration 29Q: 3 clusters Score -2299596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2299614.500000 Penalty: 3136.756592
	Iteration 30Q: 3 clusters Score -2299614 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2299632.500000 Penalty: 3136.756592
	Iteration 31Q: 3 clusters Score -2299632 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2299651.000000 Penalty: 3136.756592
	Iteration 32Q: 3 clusters Score -2299651 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2299658.000000 Penalty: 3136.756592
	Iteration 33Q: 3 clusters Score -2299658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2299663.250000 Penalty: 3136.756592
	Iteration 34Q: 3 clusters Score -2299663 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2299672.750000 Penalty: 3136.756592
	Iteration 35Q: 3 clusters Score -2299673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2299681.750000 Penalty: 3136.756592
	Iteration 36Q: 3 clusters Score -2299682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2299682.750000 Penalty: 3136.756592
	Iteration 37Q: 3 clusters Score -2299683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2299686.250000 Penalty: 3136.756592
	Iteration 38Q: 3 clusters Score -2299686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2299684.250000 Penalty: 3136.756592
	Iteration 39Q: 3 clusters Score -2299684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2299683.000000 Penalty: 3136.756592
	Iteration 40F: 3 clusters Score -2299683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2299686.500000 Penalty: 3136.756592
	Iteration 41Q: 3 clusters Score -2299686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2299688.250000 Penalty: 3136.756592
	Iteration 42Q: 3 clusters Score -2299688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2299697.250000 Penalty: 3136.756592
	Iteration 43Q: 3 clusters Score -2299697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2299698.250000 Penalty: 3136.756592
	Iteration 44Q: 3 clusters Score -2299698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2299701.750000 Penalty: 3136.756592
	Iteration 45Q: 3 clusters Score -2299702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2299700.250000 Penalty: 3136.756592
	Iteration 46Q: 3 clusters Score -2299700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2299703.750000 Penalty: 3136.756592
	Iteration 47Q: 3 clusters Score -2299704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2299706.000000 Penalty: 3136.756592
	Iteration 48Q: 3 clusters Score -2299706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2299706.500000 Penalty: 3136.756592
	Iteration 49Q: 3 clusters Score -2299706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2299710.500000 Penalty: 3136.756592
	Iteration 50Q: 3 clusters Score -2299710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2299712.000000 Penalty: 3136.756592
	Iteration 51Q: 3 clusters Score -2299712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2299716.750000 Penalty: 3136.756592
	Iteration 52Q: 3 clusters Score -2299717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2299717.250000 Penalty: 3136.756592
	Iteration 53Q: 3 clusters Score -2299717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2299720.000000 Penalty: 3136.756592
	Iteration 54Q: 3 clusters Score -2299720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2299721.500000 Penalty: 3136.756592
	Iteration 55Q: 3 clusters Score -2299722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2299724.250000 Penalty: 3136.756592
	Iteration 56Q: 3 clusters Score -2299724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2299726.750000 Penalty: 3136.756592
	Iteration 57Q: 3 clusters Score -2299727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2299731.500000 Penalty: 3136.756592
	Iteration 58Q: 3 clusters Score -2299732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2299730.500000 Penalty: 3136.756592
	Iteration 59Q: 3 clusters Score -2299730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2299726.250000 Penalty: 3136.756592
	Iteration 60F: 3 clusters Score -2299726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2299730.250000 Penalty: 3136.756592
	Iteration 61Q: 3 clusters Score -2299730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2299730.750000 Penalty: 3136.756592
	Iteration 62Q: 3 clusters Score -2299731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2299729.500000 Penalty: 3136.756592
	Iteration 63Q: 3 clusters Score -2299730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2299729.000000 Penalty: 3136.756592
	Iteration 64Q: 3 clusters Score -2299729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2299728.750000 Penalty: 3136.756592
	Iteration 65Q: 3 clusters Score -2299729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2299731.500000 Penalty: 3136.756592
	Iteration 66Q: 3 clusters Score -2299732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2299734.500000 Penalty: 3136.756592
	Iteration 67Q: 3 clusters Score -2299734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2299734.000000 Penalty: 3136.756592
	Iteration 68Q: 3 clusters Score -2299734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2299733.750000 Penalty: 3136.756592
	Iteration 69Q: 3 clusters Score -2299734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2299733.000000 Penalty: 3136.756592
	Iteration 70Q: 3 clusters Score -2299733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2299733.750000 Penalty: 3136.756592
	Iteration 71Q: 3 clusters Score -2299734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2299733.500000 Penalty: 3136.756592
	Iteration 72Q: 3 clusters Score -2299734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2299735.500000 Penalty: 3136.756592
	Iteration 73Q: 3 clusters Score -2299736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2299737.250000 Penalty: 3136.756592
	Iteration 74Q: 3 clusters Score -2299737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2299737.000000 Penalty: 3136.756592
	Iteration 75Q: 3 clusters Score -2299737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2299736.250000 Penalty: 3136.756592
	Iteration 76Q: 3 clusters Score -2299736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2299737.750000 Penalty: 3136.756592
	Iteration 77Q: 3 clusters Score -2299738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2299739.250000 Penalty: 3136.756592
	Iteration 78Q: 3 clusters Score -2299739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2299739.000000 Penalty: 3136.756592
	Iteration 79Q: 3 clusters Score -2299739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2299737.750000 Penalty: 3136.756592
	Iteration 80F: 3 clusters Score -2299738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2299739.750000 Penalty: 3136.756592
	Iteration 81Q: 3 clusters Score -2299740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2299740.500000 Penalty: 3136.756592
	Iteration 82Q: 3 clusters Score -2299740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2299738.250000 Penalty: 3136.756592
	Iteration 83Q: 3 clusters Score -2299738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2299738.750000 Penalty: 3136.756592
	Iteration 84Q: 3 clusters Score -2299739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2299739.000000 Penalty: 3136.756592
	Iteration 85Q: 3 clusters Score -2299739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2299741.250000 Penalty: 3136.756592
	Iteration 86Q: 3 clusters Score -2299741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2299743.500000 Penalty: 3136.756592
	Iteration 87Q: 3 clusters Score -2299744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2299740.750000 Penalty: 3136.756592
	Iteration 88Q: 3 clusters Score -2299741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2299744.500000 Penalty: 3136.756592
	Iteration 89Q: 3 clusters Score -2299744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2299741.000000 Penalty: 3136.756592
	Iteration 90Q: 3 clusters Score -2299741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2299746.000000 Penalty: 3136.756592
	Iteration 91Q: 3 clusters Score -2299746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2299750.000000 Penalty: 3136.756592
	Iteration 92Q: 3 clusters Score -2299750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2299750.000000 Penalty: 3136.756592
	Iteration 93Q: 3 clusters Score -2299750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2299751.750000 Penalty: 3136.756592
	Iteration 94Q: 3 clusters Score -2299752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2299753.500000 Penalty: 3136.756592
	Iteration 95Q: 3 clusters Score -2299754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2299751.000000 Penalty: 3136.756592
	Iteration 96Q: 3 clusters Score -2299751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2299753.250000 Penalty: 3136.756592
	Iteration 97Q: 3 clusters Score -2299753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2299756.750000 Penalty: 3136.756592
	Iteration 98Q: 3 clusters Score -2299757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2299758.250000 Penalty: 3136.756592
	Iteration 99Q: 3 clusters Score -2299758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2299758.500000 Penalty: 3136.756592
	Iteration 100F: 3 clusters Score -2299758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2299761.000000 Penalty: 3136.756592
	Iteration 101Q: 3 clusters Score -2299761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2299764.000000 Penalty: 3136.756592
	Iteration 102Q: 3 clusters Score -2299764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2299759.250000 Penalty: 3136.756592
	Iteration 103Q: 3 clusters Score -2299759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2299760.500000 Penalty: 3136.756592
	Iteration 104Q: 3 clusters Score -2299760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2299762.500000 Penalty: 3136.756592
	Iteration 105Q: 3 clusters Score -2299762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2299765.500000 Penalty: 3136.756592
	Iteration 106Q: 3 clusters Score -2299766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2299766.250000 Penalty: 3136.756592
	Iteration 107Q: 3 clusters Score -2299766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2299762.250000 Penalty: 3136.756592
	Iteration 108Q: 3 clusters Score -2299762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2299767.250000 Penalty: 3136.756592
	Iteration 109Q: 3 clusters Score -2299767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2299771.500000 Penalty: 3136.756592
	Iteration 110Q: 3 clusters Score -2299772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2299776.500000 Penalty: 3136.756592
	Iteration 111Q: 3 clusters Score -2299776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2299777.750000 Penalty: 3136.756592
	Iteration 112Q: 3 clusters Score -2299778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2299775.750000 Penalty: 3136.756592
	Iteration 113Q: 3 clusters Score -2299776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2299779.250000 Penalty: 3136.756592
	Iteration 114Q: 3 clusters Score -2299779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2299781.750000 Penalty: 3136.756592
	Iteration 115Q: 3 clusters Score -2299782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2299784.000000 Penalty: 3136.756592
	Iteration 116Q: 3 clusters Score -2299784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2299784.500000 Penalty: 3136.756592
	Iteration 117Q: 3 clusters Score -2299784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2299786.250000 Penalty: 3136.756592
	Iteration 118Q: 3 clusters Score -2299786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2299783.250000 Penalty: 3136.756592
	Iteration 119Q: 3 clusters Score -2299783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2299783.000000 Penalty: 3136.756592
	Iteration 120F: 3 clusters Score -2299783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2299785.500000 Penalty: 3136.756592
	Iteration 121Q: 3 clusters Score -2299786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2299779.500000 Penalty: 3136.756592
	Iteration 122Q: 3 clusters Score -2299780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2299784.500000 Penalty: 3136.756592
	Iteration 123Q: 3 clusters Score -2299784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2299789.750000 Penalty: 3136.756592
	Iteration 124Q: 3 clusters Score -2299790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2299791.750000 Penalty: 3136.756592
	Iteration 125Q: 3 clusters Score -2299792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2299792.000000 Penalty: 3136.756592
	Iteration 126Q: 3 clusters Score -2299792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2299797.000000 Penalty: 3136.756592
	Iteration 127Q: 3 clusters Score -2299797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2299793.500000 Penalty: 3136.756592
	Iteration 128Q: 3 clusters Score -2299794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2299793.750000 Penalty: 3136.756592
	Iteration 129Q: 3 clusters Score -2299794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2299792.500000 Penalty: 3136.756592
	Iteration 130Q: 3 clusters Score -2299792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2299792.500000 Penalty: 3136.756592
	Iteration 131F: 3 clusters Score -2299792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Entering Unmasked Estep 
Score: -2031383.125000 Penalty: 1544.202637
	Iteration 0F: 2 clusters Score -2031383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2022226.500000 Penalty: 3088.405273
	Iteration 0F: 3 clusters Score -2022226 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2025451.125000 Penalty: 3088.405273
	Iteration 1F: 3 clusters Score -2025451 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2025858.750000 Penalty: 3088.405273
	Iteration 2F: 3 clusters Score -2025859 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2026295.625000 Penalty: 3088.405273
	Iteration 3F: 3 clusters Score -2026296 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2026781.125000 Penalty: 3088.405273
	Iteration 4F: 3 clusters Score -2026781 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2027285.000000 Penalty: 3088.405273
	Iteration 5F: 3 clusters Score -2027285 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2027798.625000 Penalty: 3088.405273
	Iteration 6F: 3 clusters Score -2027799 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2028329.875000 Penalty: 3088.405273
	Iteration 7F: 3 clusters Score -2028330 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2028776.125000 Penalty: 3088.405273
	Iteration 8Q: 3 clusters Score -2028776 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2029159.625000 Penalty: 3088.405273
	Iteration 9Q: 3 clusters Score -2029160 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2029389.625000 Penalty: 3088.405273
	Iteration 10Q: 3 clusters Score -2029390 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2029530.125000 Penalty: 3088.405273
	Iteration 11Q: 3 clusters Score -2029530 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2029639.125000 Penalty: 3088.405273
	Iteration 12Q: 3 clusters Score -2029639 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2029729.125000 Penalty: 3088.405273
	Iteration 13Q: 3 clusters Score -2029729 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2029784.625000 Penalty: 3088.405273
	Iteration 14Q: 3 clusters Score -2029785 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2029821.125000 Penalty: 3088.405273
	Iteration 15Q: 3 clusters Score -2029821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2029848.750000 Penalty: 3088.405273
	Iteration 16Q: 3 clusters Score -2029849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2029873.750000 Penalty: 3088.405273
	Iteration 17Q: 3 clusters Score -2029874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2029892.125000 Penalty: 3088.405273
	Iteration 18Q: 3 clusters Score -2029892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2029901.750000 Penalty: 3088.405273
	Iteration 19Q: 3 clusters Score -2029902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2029909.000000 Penalty: 3088.405273
	Iteration 20F: 3 clusters Score -2029909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2029912.375000 Penalty: 3088.405273
	Iteration 21Q: 3 clusters Score -2029912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2029927.125000 Penalty: 3088.405273
	Iteration 22Q: 3 clusters Score -2029927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2029936.500000 Penalty: 3088.405273
	Iteration 23Q: 3 clusters Score -2029936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2029948.125000 Penalty: 3088.405273
	Iteration 24Q: 3 clusters Score -2029948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2029948.500000 Penalty: 3088.405273
	Iteration 25Q: 3 clusters Score -2029948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2029955.000000 Penalty: 3088.405273
	Iteration 26Q: 3 clusters Score -2029955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2029955.500000 Penalty: 3088.405273
	Iteration 27Q: 3 clusters Score -2029956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2029962.000000 Penalty: 3088.405273
	Iteration 28Q: 3 clusters Score -2029962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2029966.500000 Penalty: 3088.405273
	Iteration 29Q: 3 clusters Score -2029966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2029970.250000 Penalty: 3088.405273
	Iteration 30Q: 3 clusters Score -2029970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2029970.125000 Penalty: 3088.405273
	Iteration 31Q: 3 clusters Score -2029970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2029970.875000 Penalty: 3088.405273
	Iteration 32Q: 3 clusters Score -2029971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2029973.750000 Penalty: 3088.405273
	Iteration 33Q: 3 clusters Score -2029974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2029973.750000 Penalty: 3088.405273
	Iteration 34F: 3 clusters Score -2029974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Entering Unmasked Estep 
Score: -599347.750000 Penalty: 1345.203369
	Iteration 0F: 2 clusters Score -599347.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -596033.250000 Penalty: 2690.406738
	Iteration 0F: 3 clusters Score -596033.2 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -596879.687500 Penalty: 2690.406738
	Iteration 1F: 3 clusters Score -596879.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -597005.625000 Penalty: 2690.406738
	Iteration 2F: 3 clusters Score -597005.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -597085.625000 Penalty: 2690.406738
	Iteration 3Q: 3 clusters Score -597085.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -597137.937500 Penalty: 2690.406738
	Iteration 4Q: 3 clusters Score -597137.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -597174.375000 Penalty: 2690.406738
	Iteration 5Q: 3 clusters Score -597174.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -597209.500000 Penalty: 2690.406738
	Iteration 6Q: 3 clusters Score -597209.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -597234.250000 Penalty: 2690.406738
	Iteration 7Q: 3 clusters Score -597234.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -597250.062500 Penalty: 2690.406738
	Iteration 8Q: 3 clusters Score -597250.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -597266.375000 Penalty: 2690.406738
	Iteration 9Q: 3 clusters Score -597266.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -597284.687500 Penalty: 2690.406738
	Iteration 10Q: 3 clusters Score -597284.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -597299.375000 Penalty: 2690.406738
	Iteration 11Q: 3 clusters Score -597299.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -597312.625000 Penalty: 2690.406738
	Iteration 12Q: 3 clusters Score -597312.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -597327.937500 Penalty: 2690.406738
	Iteration 13Q: 3 clusters Score -597327.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -597343.687500 Penalty: 2690.406738
	Iteration 14Q: 3 clusters Score -597343.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -597359.687500 Penalty: 2690.406738
	Iteration 15Q: 3 clusters Score -597359.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -597383.125000 Penalty: 2690.406738
	Iteration 16Q: 3 clusters Score -597383.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -597406.687500 Penalty: 2690.406738
	Iteration 17Q: 3 clusters Score -597406.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -597438.250000 Penalty: 2690.406738
	Iteration 18Q: 3 clusters Score -597438.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -597466.562500 Penalty: 2690.406738
	Iteration 19Q: 3 clusters Score -597466.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -597503.812500 Penalty: 2690.406738
	Iteration 20F: 3 clusters Score -597503.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -597537.750000 Penalty: 2690.406738
	Iteration 21Q: 3 clusters Score -597537.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -597579.437500 Penalty: 2690.406738
	Iteration 22Q: 3 clusters Score -597579.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -597624.437500 Penalty: 2690.406738
	Iteration 23Q: 3 clusters Score -597624.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -597676.937500 Penalty: 2690.406738
	Iteration 24Q: 3 clusters Score -597676.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -597724.750000 Penalty: 2690.406738
	Iteration 25Q: 3 clusters Score -597724.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -597768.937500 Penalty: 2690.406738
	Iteration 26Q: 3 clusters Score -597768.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -597831.062500 Penalty: 2690.406738
	Iteration 27Q: 3 clusters Score -597831.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -597881.500000 Penalty: 2690.406738
	Iteration 28Q: 3 clusters Score -597881.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -597928.875000 Penalty: 2690.406738
	Iteration 29Q: 3 clusters Score -597928.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -597971.937500 Penalty: 2690.406738
	Iteration 30Q: 3 clusters Score -597971.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -598019.125000 Penalty: 2690.406738
	Iteration 31Q: 3 clusters Score -598019.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -598057.187500 Penalty: 2690.406738
	Iteration 32Q: 3 clusters Score -598057.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -598071.812500 Penalty: 2690.406738
	Iteration 33Q: 3 clusters Score -598071.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -598088.125000 Penalty: 2690.406738
	Iteration 34Q: 3 clusters Score -598088.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -598106.625000 Penalty: 2690.406738
	Iteration 35Q: 3 clusters Score -598106.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -598124.000000 Penalty: 2690.406738
	Iteration 36Q: 3 clusters Score -598124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -598134.125000 Penalty: 2690.406738
	Iteration 37Q: 3 clusters Score -598134.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -598145.312500 Penalty: 2690.406738
	Iteration 38Q: 3 clusters Score -598145.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -598151.625000 Penalty: 2690.406738
	Iteration 39Q: 3 clusters Score -598151.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -598159.000000 Penalty: 2690.406738
	Iteration 40F: 3 clusters Score -598159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -598163.812500 Penalty: 2690.406738
	Iteration 41Q: 3 clusters Score -598163.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -598168.125000 Penalty: 2690.406738
	Iteration 42Q: 3 clusters Score -598168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -598169.125000 Penalty: 2690.406738
	Iteration 43Q: 3 clusters Score -598169.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -598171.687500 Penalty: 2690.406738
	Iteration 44Q: 3 clusters Score -598171.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -598179.562500 Penalty: 2690.406738
	Iteration 45Q: 3 clusters Score -598179.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -598186.125000 Penalty: 2690.406738
	Iteration 46Q: 3 clusters Score -598186.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -598186.250000 Penalty: 2690.406738
	Iteration 47Q: 3 clusters Score -598186.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -598187.187500 Penalty: 2690.406738
	Iteration 48Q: 3 clusters Score -598187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -598188.812500 Penalty: 2690.406738
	Iteration 49Q: 3 clusters Score -598188.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -598188.812500 Penalty: 2690.406738
	Iteration 50F: 3 clusters Score -598188.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (17999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Entering Unmasked Estep 
Score: -2753929.000000 Penalty: 1592.186646
	Iteration 0F: 2 clusters Score -2753929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2742057.750000 Penalty: 3184.373291
	Iteration 0F: 3 clusters Score -2742058 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2746526.500000 Penalty: 3184.373291
	Iteration 1F: 3 clusters Score -2746526 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2746959.500000 Penalty: 3184.373291
	Iteration 2F: 3 clusters Score -2746960 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2747331.000000 Penalty: 3184.373291
	Iteration 3F: 3 clusters Score -2747331 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2747777.750000 Penalty: 3184.373291
	Iteration 4F: 3 clusters Score -2747778 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2748277.750000 Penalty: 3184.373291
	Iteration 5F: 3 clusters Score -2748278 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2748877.750000 Penalty: 3184.373291
	Iteration 6F: 3 clusters Score -2748878 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2749562.500000 Penalty: 3184.373291
	Iteration 7F: 3 clusters Score -2749562 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2750325.250000 Penalty: 3184.373291
	Iteration 8F: 3 clusters Score -2750325 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2751042.500000 Penalty: 3184.373291
	Iteration 9F: 3 clusters Score -2751042 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2751564.750000 Penalty: 3184.373291
	Iteration 10Q: 3 clusters Score -2751565 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2751944.750000 Penalty: 3184.373291
	Iteration 11Q: 3 clusters Score -2751945 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2752165.500000 Penalty: 3184.373291
	Iteration 12Q: 3 clusters Score -2752166 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2752311.000000 Penalty: 3184.373291
	Iteration 13Q: 3 clusters Score -2752311 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2752416.000000 Penalty: 3184.373291
	Iteration 14Q: 3 clusters Score -2752416 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2752458.750000 Penalty: 3184.373291
	Iteration 15Q: 3 clusters Score -2752459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2752486.500000 Penalty: 3184.373291
	Iteration 16Q: 3 clusters Score -2752486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2752506.750000 Penalty: 3184.373291
	Iteration 17Q: 3 clusters Score -2752507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2752518.250000 Penalty: 3184.373291
	Iteration 18Q: 3 clusters Score -2752518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2752529.500000 Penalty: 3184.373291
	Iteration 19Q: 3 clusters Score -2752530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2752534.250000 Penalty: 3184.373291
	Iteration 20F: 3 clusters Score -2752534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2752537.000000 Penalty: 3184.373291
	Iteration 21Q: 3 clusters Score -2752537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2752538.750000 Penalty: 3184.373291
	Iteration 22Q: 3 clusters Score -2752539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2752547.000000 Penalty: 3184.373291
	Iteration 23Q: 3 clusters Score -2752547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2752550.500000 Penalty: 3184.373291
	Iteration 24Q: 3 clusters Score -2752550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2752554.000000 Penalty: 3184.373291
	Iteration 25Q: 3 clusters Score -2752554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2752556.000000 Penalty: 3184.373291
	Iteration 26Q: 3 clusters Score -2752556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2752565.750000 Penalty: 3184.373291
	Iteration 27Q: 3 clusters Score -2752566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2752571.250000 Penalty: 3184.373291
	Iteration 28Q: 3 clusters Score -2752571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2752582.500000 Penalty: 3184.373291
	Iteration 29Q: 3 clusters Score -2752582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2752586.750000 Penalty: 3184.373291
	Iteration 30Q: 3 clusters Score -2752587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2752590.750000 Penalty: 3184.373291
	Iteration 31Q: 3 clusters Score -2752591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2752600.000000 Penalty: 3184.373291
	Iteration 32Q: 3 clusters Score -2752600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2752608.250000 Penalty: 3184.373291
	Iteration 33Q: 3 clusters Score -2752608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2752620.000000 Penalty: 3184.373291
	Iteration 34Q: 3 clusters Score -2752620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2752626.000000 Penalty: 3184.373291
	Iteration 35Q: 3 clusters Score -2752626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2752632.250000 Penalty: 3184.373291
	Iteration 36Q: 3 clusters Score -2752632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2752631.250000 Penalty: 3184.373291
	Iteration 37Q: 3 clusters Score -2752631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2752630.000000 Penalty: 3184.373291
	Iteration 38Q: 3 clusters Score -2752630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2752630.000000 Penalty: 3184.373291
	Iteration 39F: 3 clusters Score -2752630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Entering Unmasked Estep 
Score: -368234.000000 Penalty: 1286.895386
	Iteration 0F: 2 clusters Score -368234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -365673.093750 Penalty: 2573.790771
	Iteration 0F: 3 clusters Score -365673.1 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -366352.062500 Penalty: 2573.790771
	Iteration 1F: 3 clusters Score -366352.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -366524.625000 Penalty: 2573.790771
	Iteration 2F: 3 clusters Score -366524.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -366645.125000 Penalty: 2573.790771
	Iteration 3F: 3 clusters Score -366645.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -366758.625000 Penalty: 2573.790771
	Iteration 4Q: 3 clusters Score -366758.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -366864.875000 Penalty: 2573.790771
	Iteration 5Q: 3 clusters Score -366864.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -366969.593750 Penalty: 2573.790771
	Iteration 6Q: 3 clusters Score -366969.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -367056.718750 Penalty: 2573.790771
	Iteration 7Q: 3 clusters Score -367056.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -367126.875000 Penalty: 2573.790771
	Iteration 8Q: 3 clusters Score -367126.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -367169.187500 Penalty: 2573.790771
	Iteration 9Q: 3 clusters Score -367169.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -367202.781250 Penalty: 2573.790771
	Iteration 10Q: 3 clusters Score -367202.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -367226.625000 Penalty: 2573.790771
	Iteration 11Q: 3 clusters Score -367226.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -367244.125000 Penalty: 2573.790771
	Iteration 12Q: 3 clusters Score -367244.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -367254.062500 Penalty: 2573.790771
	Iteration 13Q: 3 clusters Score -367254.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -367261.031250 Penalty: 2573.790771
	Iteration 14Q: 3 clusters Score -367261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -367267.812500 Penalty: 2573.790771
	Iteration 15Q: 3 clusters Score -367267.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -367274.750000 Penalty: 2573.790771
	Iteration 16Q: 3 clusters Score -367274.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -367278.875000 Penalty: 2573.790771
	Iteration 17Q: 3 clusters Score -367278.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -367282.062500 Penalty: 2573.790771
	Iteration 18Q: 3 clusters Score -367282.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -367283.687500 Penalty: 2573.790771
	Iteration 19Q: 3 clusters Score -367283.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -367283.687500 Penalty: 2573.790771
	Iteration 20F: 3 clusters Score -367283.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (12695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Entering Unmasked Estep 
Score: -1846533.875000 Penalty: 1535.456543
	Iteration 0F: 2 clusters Score -1846534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1837715.375000 Penalty: 3070.913086
	Iteration 0F: 3 clusters Score -1837715 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1840781.375000 Penalty: 3070.913086
	Iteration 1F: 3 clusters Score -1840781 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1841093.625000 Penalty: 3070.913086
	Iteration 2F: 3 clusters Score -1841094 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1841398.375000 Penalty: 3070.913086
	Iteration 3F: 3 clusters Score -1841398 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1841701.750000 Penalty: 3070.913086
	Iteration 4Q: 3 clusters Score -1841702 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1842005.750000 Penalty: 3070.913086
	Iteration 5Q: 3 clusters Score -1842006 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1842292.000000 Penalty: 3070.913086
	Iteration 6Q: 3 clusters Score -1842292 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1842559.250000 Penalty: 3070.913086
	Iteration 7Q: 3 clusters Score -1842559 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1842806.375000 Penalty: 3070.913086
	Iteration 8Q: 3 clusters Score -1842806 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1843012.125000 Penalty: 3070.913086
	Iteration 9Q: 3 clusters Score -1843012 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1843229.500000 Penalty: 3070.913086
	Iteration 10Q: 3 clusters Score -1843230 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1843435.375000 Penalty: 3070.913086
	Iteration 11Q: 3 clusters Score -1843435 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1843586.625000 Penalty: 3070.913086
	Iteration 12Q: 3 clusters Score -1843587 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1843723.875000 Penalty: 3070.913086
	Iteration 13Q: 3 clusters Score -1843724 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1843840.125000 Penalty: 3070.913086
	Iteration 14Q: 3 clusters Score -1843840 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1843926.375000 Penalty: 3070.913086
	Iteration 15Q: 3 clusters Score -1843926 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1843996.500000 Penalty: 3070.913086
	Iteration 16Q: 3 clusters Score -1843996 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1844039.250000 Penalty: 3070.913086
	Iteration 17Q: 3 clusters Score -1844039 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1844076.875000 Penalty: 3070.913086
	Iteration 18Q: 3 clusters Score -1844077 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1844105.500000 Penalty: 3070.913086
	Iteration 19Q: 3 clusters Score -1844106 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1844129.375000 Penalty: 3070.913086
	Iteration 20F: 3 clusters Score -1844129 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1844153.000000 Penalty: 3070.913086
	Iteration 21Q: 3 clusters Score -1844153 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1844170.125000 Penalty: 3070.913086
	Iteration 22Q: 3 clusters Score -1844170 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1844189.250000 Penalty: 3070.913086
	Iteration 23Q: 3 clusters Score -1844189 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1844210.375000 Penalty: 3070.913086
	Iteration 24Q: 3 clusters Score -1844210 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1844236.875000 Penalty: 3070.913086
	Iteration 25Q: 3 clusters Score -1844237 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1844260.000000 Penalty: 3070.913086
	Iteration 26Q: 3 clusters Score -1844260 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1844282.125000 Penalty: 3070.913086
	Iteration 27Q: 3 clusters Score -1844282 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1844302.625000 Penalty: 3070.913086
	Iteration 28Q: 3 clusters Score -1844303 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1844311.375000 Penalty: 3070.913086
	Iteration 29Q: 3 clusters Score -1844311 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1844322.875000 Penalty: 3070.913086
	Iteration 30Q: 3 clusters Score -1844323 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1844337.500000 Penalty: 3070.913086
	Iteration 31Q: 3 clusters Score -1844338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1844344.250000 Penalty: 3070.913086
	Iteration 32Q: 3 clusters Score -1844344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1844350.875000 Penalty: 3070.913086
	Iteration 33Q: 3 clusters Score -1844351 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1844354.750000 Penalty: 3070.913086
	Iteration 34Q: 3 clusters Score -1844355 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1844357.500000 Penalty: 3070.913086
	Iteration 35Q: 3 clusters Score -1844358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1844368.375000 Penalty: 3070.913086
	Iteration 36Q: 3 clusters Score -1844368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1844370.000000 Penalty: 3070.913086
	Iteration 37Q: 3 clusters Score -1844370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1844381.750000 Penalty: 3070.913086
	Iteration 38Q: 3 clusters Score -1844382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1844384.250000 Penalty: 3070.913086
	Iteration 39Q: 3 clusters Score -1844384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1844393.125000 Penalty: 3070.913086
	Iteration 40F: 3 clusters Score -1844393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1844404.500000 Penalty: 3070.913086
	Iteration 41Q: 3 clusters Score -1844404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1844409.375000 Penalty: 3070.913086
	Iteration 42Q: 3 clusters Score -1844409 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1844440.625000 Penalty: 3070.913086
	Iteration 43Q: 3 clusters Score -1844441 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1844469.750000 Penalty: 3070.913086
	Iteration 44Q: 3 clusters Score -1844470 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1844507.500000 Penalty: 3070.913086
	Iteration 45Q: 3 clusters Score -1844508 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1844579.500000 Penalty: 3070.913086
	Iteration 46Q: 3 clusters Score -1844580 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1844705.500000 Penalty: 3070.913086
	Iteration 47Q: 3 clusters Score -1844706 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1844880.500000 Penalty: 3070.913086
	Iteration 48Q: 3 clusters Score -1844880 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1845045.625000 Penalty: 3070.913086
	Iteration 49Q: 3 clusters Score -1845046 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1845190.000000 Penalty: 3070.913086
	Iteration 50Q: 3 clusters Score -1845190 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1845306.750000 Penalty: 3070.913086
	Iteration 51Q: 3 clusters Score -1845307 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1845396.625000 Penalty: 3070.913086
	Iteration 52Q: 3 clusters Score -1845397 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1845454.875000 Penalty: 3070.913086
	Iteration 53Q: 3 clusters Score -1845455 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1845494.875000 Penalty: 3070.913086
	Iteration 54Q: 3 clusters Score -1845495 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1845533.625000 Penalty: 3070.913086
	Iteration 55Q: 3 clusters Score -1845534 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1845557.000000 Penalty: 3070.913086
	Iteration 56Q: 3 clusters Score -1845557 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1845575.625000 Penalty: 3070.913086
	Iteration 57Q: 3 clusters Score -1845576 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1845601.500000 Penalty: 3070.913086
	Iteration 58Q: 3 clusters Score -1845602 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1845621.125000 Penalty: 3070.913086
	Iteration 59Q: 3 clusters Score -1845621 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1845639.875000 Penalty: 3070.913086
	Iteration 60F: 3 clusters Score -1845640 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1845661.625000 Penalty: 3070.913086
	Iteration 61Q: 3 clusters Score -1845662 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1845687.500000 Penalty: 3070.913086
	Iteration 62Q: 3 clusters Score -1845688 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1845711.125000 Penalty: 3070.913086
	Iteration 63Q: 3 clusters Score -1845711 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1845755.750000 Penalty: 3070.913086
	Iteration 64Q: 3 clusters Score -1845756 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1845814.500000 Penalty: 3070.913086
	Iteration 65Q: 3 clusters Score -1845814 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1845863.000000 Penalty: 3070.913086
	Iteration 66Q: 3 clusters Score -1845863 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1845911.875000 Penalty: 3070.913086
	Iteration 67Q: 3 clusters Score -1845912 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1845969.250000 Penalty: 3070.913086
	Iteration 68Q: 3 clusters Score -1845969 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1846014.125000 Penalty: 3070.913086
	Iteration 69Q: 3 clusters Score -1846014 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1846050.250000 Penalty: 3070.913086
	Iteration 70Q: 3 clusters Score -1846050 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1846067.375000 Penalty: 3070.913086
	Iteration 71Q: 3 clusters Score -1846067 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1846079.625000 Penalty: 3070.913086
	Iteration 72Q: 3 clusters Score -1846080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1846093.000000 Penalty: 3070.913086
	Iteration 73Q: 3 clusters Score -1846093 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1846108.375000 Penalty: 3070.913086
	Iteration 74Q: 3 clusters Score -1846108 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1846118.125000 Penalty: 3070.913086
	Iteration 75Q: 3 clusters Score -1846118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1846122.375000 Penalty: 3070.913086
	Iteration 76Q: 3 clusters Score -1846122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1846126.375000 Penalty: 3070.913086
	Iteration 77Q: 3 clusters Score -1846126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1846125.750000 Penalty: 3070.913086
	Iteration 78Q: 3 clusters Score -1846126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1846130.750000 Penalty: 3070.913086
	Iteration 79Q: 3 clusters Score -1846131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1846137.250000 Penalty: 3070.913086
	Iteration 80F: 3 clusters Score -1846137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1846133.625000 Penalty: 3070.913086
	Iteration 81Q: 3 clusters Score -1846134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1846142.375000 Penalty: 3070.913086
	Iteration 82Q: 3 clusters Score -1846142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1846146.625000 Penalty: 3070.913086
	Iteration 83Q: 3 clusters Score -1846147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1846152.625000 Penalty: 3070.913086
	Iteration 84Q: 3 clusters Score -1846153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1846155.250000 Penalty: 3070.913086
	Iteration 85Q: 3 clusters Score -1846155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1846154.000000 Penalty: 3070.913086
	Iteration 86Q: 3 clusters Score -1846154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1846161.750000 Penalty: 3070.913086
	Iteration 87Q: 3 clusters Score -1846162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1846161.375000 Penalty: 3070.913086
	Iteration 88Q: 3 clusters Score -1846161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1846158.000000 Penalty: 3070.913086
	Iteration 89Q: 3 clusters Score -1846158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1846161.125000 Penalty: 3070.913086
	Iteration 90Q: 3 clusters Score -1846161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1846163.625000 Penalty: 3070.913086
	Iteration 91Q: 3 clusters Score -1846164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1846168.625000 Penalty: 3070.913086
	Iteration 92Q: 3 clusters Score -1846169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1846176.375000 Penalty: 3070.913086
	Iteration 93Q: 3 clusters Score -1846176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1846177.500000 Penalty: 3070.913086
	Iteration 94Q: 3 clusters Score -1846178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1846180.625000 Penalty: 3070.913086
	Iteration 95Q: 3 clusters Score -1846181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1846177.500000 Penalty: 3070.913086
	Iteration 96Q: 3 clusters Score -1846178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1846175.875000 Penalty: 3070.913086
	Iteration 97Q: 3 clusters Score -1846176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1846175.875000 Penalty: 3070.913086
	Iteration 98F: 3 clusters Score -1846176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -88926.148438 Penalty: 1080.459961
	Iteration 0F: 2 clusters Score -88926.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87740.109375 Penalty: 2160.919922
	Iteration 0F: 3 clusters Score -87740.11 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -88124.023438 Penalty: 2160.919922
	Iteration 1F: 3 clusters Score -88124.02 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88267.140625 Penalty: 2160.919922
	Iteration 2F: 3 clusters Score -88267.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88353.070312 Penalty: 2160.919922
	Iteration 3Q: 3 clusters Score -88353.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88413.976562 Penalty: 2160.919922
	Iteration 4Q: 3 clusters Score -88413.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -88460.054688 Penalty: 2160.919922
	Iteration 5Q: 3 clusters Score -88460.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -88492.953125 Penalty: 2160.919922
	Iteration 6Q: 3 clusters Score -88492.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88506.859375 Penalty: 2160.919922
	Iteration 7Q: 3 clusters Score -88506.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -88514.257812 Penalty: 2160.919922
	Iteration 8Q: 3 clusters Score -88514.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -88518.515625 Penalty: 2160.919922
	Iteration 9Q: 3 clusters Score -88518.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -88526.304688 Penalty: 2160.919922
	Iteration 10Q: 3 clusters Score -88526.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -88533.554688 Penalty: 2160.919922
	Iteration 11Q: 3 clusters Score -88533.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -88537.687500 Penalty: 2160.919922
	Iteration 12Q: 3 clusters Score -88537.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88537.968750 Penalty: 2160.919922
	Iteration 13Q: 3 clusters Score -88537.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88537.968750 Penalty: 2160.919922
	Iteration 14F: 3 clusters Score -88537.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Entering Unmasked Estep 
Score: -242568.546875 Penalty: 1199.190186
	Iteration 0F: 2 clusters Score -242568.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -240721.609375 Penalty: 2398.380371
	Iteration 0F: 3 clusters Score -240721.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -241080.562500 Penalty: 2398.380371
	Iteration 1F: 3 clusters Score -241080.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -241161.812500 Penalty: 2398.380371
	Iteration 2F: 3 clusters Score -241161.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -241211.859375 Penalty: 2398.380371
	Iteration 3Q: 3 clusters Score -241211.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -241242.687500 Penalty: 2398.380371
	Iteration 4Q: 3 clusters Score -241242.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -241262.812500 Penalty: 2398.380371
	Iteration 5Q: 3 clusters Score -241262.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -241278.328125 Penalty: 2398.380371
	Iteration 6Q: 3 clusters Score -241278.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -241292.062500 Penalty: 2398.380371
	Iteration 7Q: 3 clusters Score -241292.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -241301.609375 Penalty: 2398.380371
	Iteration 8Q: 3 clusters Score -241301.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -241312.593750 Penalty: 2398.380371
	Iteration 9Q: 3 clusters Score -241312.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -241321.890625 Penalty: 2398.380371
	Iteration 10Q: 3 clusters Score -241321.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -241331.671875 Penalty: 2398.380371
	Iteration 11Q: 3 clusters Score -241331.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -241346.500000 Penalty: 2398.380371
	Iteration 12Q: 3 clusters Score -241346.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -241353.984375 Penalty: 2398.380371
	Iteration 13Q: 3 clusters Score -241354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -241356.937500 Penalty: 2398.380371
	Iteration 14Q: 3 clusters Score -241356.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -241359.500000 Penalty: 2398.380371
	Iteration 15Q: 3 clusters Score -241359.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -241360.265625 Penalty: 2398.380371
	Iteration 16Q: 3 clusters Score -241360.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -241360.265625 Penalty: 2398.380371
	Iteration 17F: 3 clusters Score -241360.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -179617.906250 Penalty: 1171.757935
	Iteration 0F: 2 clusters Score -179617.9 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 667 members 
Entering Unmasked Estep 
Score: -177967.281250 Penalty: 2343.515869
	Iteration 0F: 3 clusters Score -177967.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -178296.531250 Penalty: 2343.515869
	Iteration 1F: 3 clusters Score -178296.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -178432.812500 Penalty: 2343.515869
	Iteration 2F: 3 clusters Score -178432.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -178519.312500 Penalty: 2343.515869
	Iteration 3F: 3 clusters Score -178519.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -178575.437500 Penalty: 2343.515869
	Iteration 4Q: 3 clusters Score -178575.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -178638.140625 Penalty: 2343.515869
	Iteration 5Q: 3 clusters Score -178638.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -178706.031250 Penalty: 2343.515869
	Iteration 6Q: 3 clusters Score -178706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -178756.687500 Penalty: 2343.515869
	Iteration 7Q: 3 clusters Score -178756.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -178792.203125 Penalty: 2343.515869
	Iteration 8Q: 3 clusters Score -178792.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -178812.015625 Penalty: 2343.515869
	Iteration 9Q: 3 clusters Score -178812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -178826.171875 Penalty: 2343.515869
	Iteration 10Q: 3 clusters Score -178826.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -178836.984375 Penalty: 2343.515869
	Iteration 11Q: 3 clusters Score -178837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -178843.703125 Penalty: 2343.515869
	Iteration 12Q: 3 clusters Score -178843.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -178851.421875 Penalty: 2343.515869
	Iteration 13Q: 3 clusters Score -178851.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -178859.484375 Penalty: 2343.515869
	Iteration 14Q: 3 clusters Score -178859.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -178861.000000 Penalty: 2343.515869
	Iteration 15Q: 3 clusters Score -178861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -178866.437500 Penalty: 2343.515869
	Iteration 16Q: 3 clusters Score -178866.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -178871.437500 Penalty: 2343.515869
	Iteration 17Q: 3 clusters Score -178871.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -178876.062500 Penalty: 2343.515869
	Iteration 18Q: 3 clusters Score -178876.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -178879.906250 Penalty: 2343.515869
	Iteration 19Q: 3 clusters Score -178879.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -178882.484375 Penalty: 2343.515869
	Iteration 20F: 3 clusters Score -178882.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -178883.890625 Penalty: 2343.515869
	Iteration 21Q: 3 clusters Score -178883.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -178887.390625 Penalty: 2343.515869
	Iteration 22Q: 3 clusters Score -178887.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -178889.390625 Penalty: 2343.515869
	Iteration 23Q: 3 clusters Score -178889.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -178891.562500 Penalty: 2343.515869
	Iteration 24Q: 3 clusters Score -178891.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -178895.531250 Penalty: 2343.515869
	Iteration 25Q: 3 clusters Score -178895.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -178899.578125 Penalty: 2343.515869
	Iteration 26Q: 3 clusters Score -178899.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -178901.656250 Penalty: 2343.515869
	Iteration 27Q: 3 clusters Score -178901.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -178903.375000 Penalty: 2343.515869
	Iteration 28Q: 3 clusters Score -178903.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -178905.593750 Penalty: 2343.515869
	Iteration 29Q: 3 clusters Score -178905.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -178906.734375 Penalty: 2343.515869
	Iteration 30Q: 3 clusters Score -178906.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -178907.781250 Penalty: 2343.515869
	Iteration 31Q: 3 clusters Score -178907.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -178908.140625 Penalty: 2343.515869
	Iteration 32Q: 3 clusters Score -178908.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -178908.140625 Penalty: 2343.515869
	Iteration 33F: 3 clusters Score -178908.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -223410.015625 Penalty: 1201.104980
	Iteration 0F: 2 clusters Score -223410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -221586.656250 Penalty: 2402.209961
	Iteration 0F: 3 clusters Score -221586.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -222175.593750 Penalty: 2402.209961
	Iteration 1F: 3 clusters Score -222175.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -222480.156250 Penalty: 2402.209961
	Iteration 2F: 3 clusters Score -222480.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -222668.421875 Penalty: 2402.209961
	Iteration 3F: 3 clusters Score -222668.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -222758.328125 Penalty: 2402.209961
	Iteration 4Q: 3 clusters Score -222758.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -222814.593750 Penalty: 2402.209961
	Iteration 5Q: 3 clusters Score -222814.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -222845.125000 Penalty: 2402.209961
	Iteration 6Q: 3 clusters Score -222845.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -222869.062500 Penalty: 2402.209961
	Iteration 7Q: 3 clusters Score -222869.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -222886.015625 Penalty: 2402.209961
	Iteration 8Q: 3 clusters Score -222886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -222893.703125 Penalty: 2402.209961
	Iteration 9Q: 3 clusters Score -222893.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -222905.921875 Penalty: 2402.209961
	Iteration 10Q: 3 clusters Score -222905.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -222911.546875 Penalty: 2402.209961
	Iteration 11Q: 3 clusters Score -222911.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -222917.515625 Penalty: 2402.209961
	Iteration 12Q: 3 clusters Score -222917.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -222921.750000 Penalty: 2402.209961
	Iteration 13Q: 3 clusters Score -222921.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -222923.546875 Penalty: 2402.209961
	Iteration 14Q: 3 clusters Score -222923.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -222925.296875 Penalty: 2402.209961
	Iteration 15Q: 3 clusters Score -222925.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -222926.437500 Penalty: 2402.209961
	Iteration 16Q: 3 clusters Score -222926.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -222929.484375 Penalty: 2402.209961
	Iteration 17Q: 3 clusters Score -222929.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -222931.031250 Penalty: 2402.209961
	Iteration 18Q: 3 clusters Score -222931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -222931.031250 Penalty: 2402.209961
	Iteration 19F: 3 clusters Score -222931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (14320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Entering Unmasked Estep 
Score: -2183322.500000 Penalty: 1555.029541
	Iteration 0F: 2 clusters Score -2183322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2173541.500000 Penalty: 3110.059082
	Iteration 0F: 3 clusters Score -2173542 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2176958.250000 Penalty: 3110.059082
	Iteration 1F: 3 clusters Score -2176958 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2177262.500000 Penalty: 3110.059082
	Iteration 2F: 3 clusters Score -2177262 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2177551.000000 Penalty: 3110.059082
	Iteration 3F: 3 clusters Score -2177551 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2177884.000000 Penalty: 3110.059082
	Iteration 4F: 3 clusters Score -2177884 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2178298.250000 Penalty: 3110.059082
	Iteration 5F: 3 clusters Score -2178298 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2178833.500000 Penalty: 3110.059082
	Iteration 6F: 3 clusters Score -2178834 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2179448.750000 Penalty: 3110.059082
	Iteration 7F: 3 clusters Score -2179449 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2180095.500000 Penalty: 3110.059082
	Iteration 8F: 3 clusters Score -2180096 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2180682.250000 Penalty: 3110.059082
	Iteration 9F: 3 clusters Score -2180682 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2181136.250000 Penalty: 3110.059082
	Iteration 10Q: 3 clusters Score -2181136 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2181457.250000 Penalty: 3110.059082
	Iteration 11Q: 3 clusters Score -2181457 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2181682.000000 Penalty: 3110.059082
	Iteration 12Q: 3 clusters Score -2181682 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2181801.250000 Penalty: 3110.059082
	Iteration 13Q: 3 clusters Score -2181801 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2181845.000000 Penalty: 3110.059082
	Iteration 14Q: 3 clusters Score -2181845 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2181875.000000 Penalty: 3110.059082
	Iteration 15Q: 3 clusters Score -2181875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2181900.500000 Penalty: 3110.059082
	Iteration 16Q: 3 clusters Score -2181900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2181919.250000 Penalty: 3110.059082
	Iteration 17Q: 3 clusters Score -2181919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2181939.750000 Penalty: 3110.059082
	Iteration 18Q: 3 clusters Score -2181940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2181950.000000 Penalty: 3110.059082
	Iteration 19Q: 3 clusters Score -2181950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2181952.000000 Penalty: 3110.059082
	Iteration 20F: 3 clusters Score -2181952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2181955.250000 Penalty: 3110.059082
	Iteration 21Q: 3 clusters Score -2181955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2181961.250000 Penalty: 3110.059082
	Iteration 22Q: 3 clusters Score -2181961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2181967.000000 Penalty: 3110.059082
	Iteration 23Q: 3 clusters Score -2181967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2181974.500000 Penalty: 3110.059082
	Iteration 24Q: 3 clusters Score -2181974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2181979.000000 Penalty: 3110.059082
	Iteration 25Q: 3 clusters Score -2181979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2181982.000000 Penalty: 3110.059082
	Iteration 26Q: 3 clusters Score -2181982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2181984.250000 Penalty: 3110.059082
	Iteration 27Q: 3 clusters Score -2181984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2181988.750000 Penalty: 3110.059082
	Iteration 28Q: 3 clusters Score -2181989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2181992.250000 Penalty: 3110.059082
	Iteration 29Q: 3 clusters Score -2181992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2181995.500000 Penalty: 3110.059082
	Iteration 30Q: 3 clusters Score -2181996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2181999.250000 Penalty: 3110.059082
	Iteration 31Q: 3 clusters Score -2181999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2181999.000000 Penalty: 3110.059082
	Iteration 32Q: 3 clusters Score -2181999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2182001.500000 Penalty: 3110.059082
	Iteration 33Q: 3 clusters Score -2182002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2182004.750000 Penalty: 3110.059082
	Iteration 34Q: 3 clusters Score -2182005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2182004.000000 Penalty: 3110.059082
	Iteration 35Q: 3 clusters Score -2182004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2182005.500000 Penalty: 3110.059082
	Iteration 36Q: 3 clusters Score -2182006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2182005.500000 Penalty: 3110.059082
	Iteration 37F: 3 clusters Score -2182006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Entering Unmasked Estep 
Score: -512279.812500 Penalty: 1326.594116
	Iteration 0F: 2 clusters Score -512279.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -509248.750000 Penalty: 2653.188232
	Iteration 0F: 3 clusters Score -509248.8 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -510084.375000 Penalty: 2653.188232
	Iteration 1F: 3 clusters Score -510084.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -510234.031250 Penalty: 2653.188232
	Iteration 2F: 3 clusters Score -510234 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -510318.875000 Penalty: 2653.188232
	Iteration 3F: 3 clusters Score -510318.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -510387.062500 Penalty: 2653.188232
	Iteration 4Q: 3 clusters Score -510387.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -510434.562500 Penalty: 2653.188232
	Iteration 5Q: 3 clusters Score -510434.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -510496.343750 Penalty: 2653.188232
	Iteration 6Q: 3 clusters Score -510496.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -510548.593750 Penalty: 2653.188232
	Iteration 7Q: 3 clusters Score -510548.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -510590.312500 Penalty: 2653.188232
	Iteration 8Q: 3 clusters Score -510590.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -510625.781250 Penalty: 2653.188232
	Iteration 9Q: 3 clusters Score -510625.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -510661.437500 Penalty: 2653.188232
	Iteration 10Q: 3 clusters Score -510661.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -510688.218750 Penalty: 2653.188232
	Iteration 11Q: 3 clusters Score -510688.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -510707.343750 Penalty: 2653.188232
	Iteration 12Q: 3 clusters Score -510707.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -510719.906250 Penalty: 2653.188232
	Iteration 13Q: 3 clusters Score -510719.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -510729.312500 Penalty: 2653.188232
	Iteration 14Q: 3 clusters Score -510729.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -510738.375000 Penalty: 2653.188232
	Iteration 15Q: 3 clusters Score -510738.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -510748.937500 Penalty: 2653.188232
	Iteration 16Q: 3 clusters Score -510748.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -510760.187500 Penalty: 2653.188232
	Iteration 17Q: 3 clusters Score -510760.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -510777.125000 Penalty: 2653.188232
	Iteration 18Q: 3 clusters Score -510777.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -510789.625000 Penalty: 2653.188232
	Iteration 19Q: 3 clusters Score -510789.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -510797.750000 Penalty: 2653.188232
	Iteration 20F: 3 clusters Score -510797.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -510806.343750 Penalty: 2653.188232
	Iteration 21Q: 3 clusters Score -510806.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -510815.281250 Penalty: 2653.188232
	Iteration 22Q: 3 clusters Score -510815.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -510829.281250 Penalty: 2653.188232
	Iteration 23Q: 3 clusters Score -510829.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -510842.687500 Penalty: 2653.188232
	Iteration 24Q: 3 clusters Score -510842.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -510857.687500 Penalty: 2653.188232
	Iteration 25Q: 3 clusters Score -510857.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -510869.593750 Penalty: 2653.188232
	Iteration 26Q: 3 clusters Score -510869.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -510884.125000 Penalty: 2653.188232
	Iteration 27Q: 3 clusters Score -510884.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -510897.375000 Penalty: 2653.188232
	Iteration 28Q: 3 clusters Score -510897.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -510907.937500 Penalty: 2653.188232
	Iteration 29Q: 3 clusters Score -510907.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -510917.593750 Penalty: 2653.188232
	Iteration 30Q: 3 clusters Score -510917.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -510928.750000 Penalty: 2653.188232
	Iteration 31Q: 3 clusters Score -510928.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -510939.093750 Penalty: 2653.188232
	Iteration 32Q: 3 clusters Score -510939.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -510954.031250 Penalty: 2653.188232
	Iteration 33Q: 3 clusters Score -510954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -510971.937500 Penalty: 2653.188232
	Iteration 34Q: 3 clusters Score -510971.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -510983.125000 Penalty: 2653.188232
	Iteration 35Q: 3 clusters Score -510983.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -510992.562500 Penalty: 2653.188232
	Iteration 36Q: 3 clusters Score -510992.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -510999.375000 Penalty: 2653.188232
	Iteration 37Q: 3 clusters Score -510999.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -511005.312500 Penalty: 2653.188232
	Iteration 38Q: 3 clusters Score -511005.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -511010.906250 Penalty: 2653.188232
	Iteration 39Q: 3 clusters Score -511010.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -511011.593750 Penalty: 2653.188232
	Iteration 40F: 3 clusters Score -511011.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -511013.281250 Penalty: 2653.188232
	Iteration 41Q: 3 clusters Score -511013.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -511015.968750 Penalty: 2653.188232
	Iteration 42Q: 3 clusters Score -511016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -511016.718750 Penalty: 2653.188232
	Iteration 43Q: 3 clusters Score -511016.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -511017.843750 Penalty: 2653.188232
	Iteration 44Q: 3 clusters Score -511017.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -511017.843750 Penalty: 2653.188232
	Iteration 45F: 3 clusters Score -511017.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -189679.671875 Penalty: 1162.751953
	Iteration 0F: 2 clusters Score -189679.7 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 609 members 
Entering Unmasked Estep 
Score: -188045.765625 Penalty: 2325.503906
	Iteration 0F: 3 clusters Score -188045.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -188331.250000 Penalty: 2325.503906
	Iteration 1F: 3 clusters Score -188331.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -188416.812500 Penalty: 2325.503906
	Iteration 2F: 3 clusters Score -188416.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -188468.000000 Penalty: 2325.503906
	Iteration 3Q: 3 clusters Score -188468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -188501.921875 Penalty: 2325.503906
	Iteration 4Q: 3 clusters Score -188501.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -188516.875000 Penalty: 2325.503906
	Iteration 5Q: 3 clusters Score -188516.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -188526.750000 Penalty: 2325.503906
	Iteration 6Q: 3 clusters Score -188526.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -188531.750000 Penalty: 2325.503906
	Iteration 7Q: 3 clusters Score -188531.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -188536.203125 Penalty: 2325.503906
	Iteration 8Q: 3 clusters Score -188536.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -188540.171875 Penalty: 2325.503906
	Iteration 9Q: 3 clusters Score -188540.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -188544.812500 Penalty: 2325.503906
	Iteration 10Q: 3 clusters Score -188544.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -188547.046875 Penalty: 2325.503906
	Iteration 11Q: 3 clusters Score -188547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -188548.062500 Penalty: 2325.503906
	Iteration 12Q: 3 clusters Score -188548.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -188549.109375 Penalty: 2325.503906
	Iteration 13Q: 3 clusters Score -188549.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -188549.187500 Penalty: 2325.503906
	Iteration 14Q: 3 clusters Score -188549.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -188549.187500 Penalty: 2325.503906
	Iteration 15F: 3 clusters Score -188549.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (14933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Entering Unmasked Estep 
Score: -2267470.500000 Penalty: 1561.840942
	Iteration 0F: 2 clusters Score -2267470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2257256.750000 Penalty: 3123.681885
	Iteration 0F: 3 clusters Score -2257257 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2260783.000000 Penalty: 3123.681885
	Iteration 1F: 3 clusters Score -2260783 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2261101.500000 Penalty: 3123.681885
	Iteration 2F: 3 clusters Score -2261102 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2261399.750000 Penalty: 3123.681885
	Iteration 3Q: 3 clusters Score -2261400 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2261769.500000 Penalty: 3123.681885
	Iteration 4F: 3 clusters Score -2261770 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2262236.250000 Penalty: 3123.681885
	Iteration 5F: 3 clusters Score -2262236 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2262822.250000 Penalty: 3123.681885
	Iteration 6F: 3 clusters Score -2262822 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2263468.500000 Penalty: 3123.681885
	Iteration 7F: 3 clusters Score -2263468 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2264121.000000 Penalty: 3123.681885
	Iteration 8F: 3 clusters Score -2264121 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2264679.500000 Penalty: 3123.681885
	Iteration 9Q: 3 clusters Score -2264680 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2265088.000000 Penalty: 3123.681885
	Iteration 10Q: 3 clusters Score -2265088 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2265359.500000 Penalty: 3123.681885
	Iteration 11Q: 3 clusters Score -2265360 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2265549.500000 Penalty: 3123.681885
	Iteration 12Q: 3 clusters Score -2265550 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2265697.500000 Penalty: 3123.681885
	Iteration 13Q: 3 clusters Score -2265698 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2265818.500000 Penalty: 3123.681885
	Iteration 14Q: 3 clusters Score -2265818 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2265906.250000 Penalty: 3123.681885
	Iteration 15Q: 3 clusters Score -2265906 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2265994.000000 Penalty: 3123.681885
	Iteration 16Q: 3 clusters Score -2265994 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2266053.500000 Penalty: 3123.681885
	Iteration 17Q: 3 clusters Score -2266054 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2266089.750000 Penalty: 3123.681885
	Iteration 18Q: 3 clusters Score -2266090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2266118.500000 Penalty: 3123.681885
	Iteration 19Q: 3 clusters Score -2266118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2266132.250000 Penalty: 3123.681885
	Iteration 20F: 3 clusters Score -2266132 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2266158.250000 Penalty: 3123.681885
	Iteration 21Q: 3 clusters Score -2266158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2266170.500000 Penalty: 3123.681885
	Iteration 22Q: 3 clusters Score -2266170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2266177.000000 Penalty: 3123.681885
	Iteration 23Q: 3 clusters Score -2266177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2266183.000000 Penalty: 3123.681885
	Iteration 24Q: 3 clusters Score -2266183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2266184.000000 Penalty: 3123.681885
	Iteration 25Q: 3 clusters Score -2266184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2266189.000000 Penalty: 3123.681885
	Iteration 26Q: 3 clusters Score -2266189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2266199.000000 Penalty: 3123.681885
	Iteration 27Q: 3 clusters Score -2266199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2266204.500000 Penalty: 3123.681885
	Iteration 28Q: 3 clusters Score -2266204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2266212.500000 Penalty: 3123.681885
	Iteration 29Q: 3 clusters Score -2266212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2266212.750000 Penalty: 3123.681885
	Iteration 30Q: 3 clusters Score -2266213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2266218.500000 Penalty: 3123.681885
	Iteration 31Q: 3 clusters Score -2266218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2266217.500000 Penalty: 3123.681885
	Iteration 32Q: 3 clusters Score -2266218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2266218.750000 Penalty: 3123.681885
	Iteration 33Q: 3 clusters Score -2266219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2266219.250000 Penalty: 3123.681885
	Iteration 34Q: 3 clusters Score -2266219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2266219.250000 Penalty: 3123.681885
	Iteration 35Q: 3 clusters Score -2266219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2266219.750000 Penalty: 3123.681885
	Iteration 36Q: 3 clusters Score -2266220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2266220.000000 Penalty: 3123.681885
	Iteration 37Q: 3 clusters Score -2266220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2266218.250000 Penalty: 3123.681885
	Iteration 38Q: 3 clusters Score -2266218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2266221.250000 Penalty: 3123.681885
	Iteration 39Q: 3 clusters Score -2266221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2266221.250000 Penalty: 3123.681885
	Iteration 40F: 3 clusters Score -2266221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Entering Unmasked Estep 
Score: -780171.375000 Penalty: 1416.063843
	Iteration 0F: 2 clusters Score -780171.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -775566.187500 Penalty: 2832.127686
	Iteration 0F: 3 clusters Score -775566.2 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -776932.437500 Penalty: 2832.127686
	Iteration 1F: 3 clusters Score -776932.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -777171.062500 Penalty: 2832.127686
	Iteration 2F: 3 clusters Score -777171.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -777376.375000 Penalty: 2832.127686
	Iteration 3F: 3 clusters Score -777376.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -777536.000000 Penalty: 2832.127686
	Iteration 4F: 3 clusters Score -777536 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -777641.062500 Penalty: 2832.127686
	Iteration 5Q: 3 clusters Score -777641.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -777728.625000 Penalty: 2832.127686
	Iteration 6Q: 3 clusters Score -777728.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -777785.750000 Penalty: 2832.127686
	Iteration 7Q: 3 clusters Score -777785.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -777838.187500 Penalty: 2832.127686
	Iteration 8Q: 3 clusters Score -777838.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -777890.750000 Penalty: 2832.127686
	Iteration 9Q: 3 clusters Score -777890.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -777941.875000 Penalty: 2832.127686
	Iteration 10Q: 3 clusters Score -777941.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -778002.312500 Penalty: 2832.127686
	Iteration 11Q: 3 clusters Score -778002.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -778080.437500 Penalty: 2832.127686
	Iteration 12Q: 3 clusters Score -778080.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -778164.937500 Penalty: 2832.127686
	Iteration 13Q: 3 clusters Score -778164.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -778247.812500 Penalty: 2832.127686
	Iteration 14Q: 3 clusters Score -778247.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -778347.625000 Penalty: 2832.127686
	Iteration 15Q: 3 clusters Score -778347.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -778478.375000 Penalty: 2832.127686
	Iteration 16Q: 3 clusters Score -778478.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -778630.437500 Penalty: 2832.127686
	Iteration 17Q: 3 clusters Score -778630.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -778781.500000 Penalty: 2832.127686
	Iteration 18Q: 3 clusters Score -778781.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -778954.500000 Penalty: 2832.127686
	Iteration 19Q: 3 clusters Score -778954.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -779114.250000 Penalty: 2832.127686
	Iteration 20F: 3 clusters Score -779114.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -779278.187500 Penalty: 2832.127686
	Iteration 21Q: 3 clusters Score -779278.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -779420.062500 Penalty: 2832.127686
	Iteration 22Q: 3 clusters Score -779420.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -779500.312500 Penalty: 2832.127686
	Iteration 23Q: 3 clusters Score -779500.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -779550.562500 Penalty: 2832.127686
	Iteration 24Q: 3 clusters Score -779550.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -779574.562500 Penalty: 2832.127686
	Iteration 25Q: 3 clusters Score -779574.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -779588.312500 Penalty: 2832.127686
	Iteration 26Q: 3 clusters Score -779588.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -779603.562500 Penalty: 2832.127686
	Iteration 27Q: 3 clusters Score -779603.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -779610.062500 Penalty: 2832.127686
	Iteration 28Q: 3 clusters Score -779610.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -779612.937500 Penalty: 2832.127686
	Iteration 29Q: 3 clusters Score -779612.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -779613.625000 Penalty: 2832.127686
	Iteration 30Q: 3 clusters Score -779613.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -779614.000000 Penalty: 2832.127686
	Iteration 31Q: 3 clusters Score -779614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -779613.937500 Penalty: 2832.127686
	Iteration 32Q: 3 clusters Score -779613.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -779614.687500 Penalty: 2832.127686
	Iteration 33Q: 3 clusters Score -779614.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -779614.937500 Penalty: 2832.127686
	Iteration 34Q: 3 clusters Score -779614.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -779617.250000 Penalty: 2832.127686
	Iteration 35Q: 3 clusters Score -779617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -779615.312500 Penalty: 2832.127686
	Iteration 36Q: 3 clusters Score -779615.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -779617.250000 Penalty: 2832.127686
	Iteration 37Q: 3 clusters Score -779617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -779616.562500 Penalty: 2832.127686
	Iteration 38Q: 3 clusters Score -779616.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -779618.062500 Penalty: 2832.127686
	Iteration 39Q: 3 clusters Score -779618.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -779618.062500 Penalty: 2832.127686
	Iteration 40F: 3 clusters Score -779618.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Entering Unmasked Estep 
Score: -630784.812500 Penalty: 1375.023071
	Iteration 0F: 2 clusters Score -630784.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -626993.125000 Penalty: 2750.046143
	Iteration 0F: 3 clusters Score -626993.1 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -628249.687500 Penalty: 2750.046143
	Iteration 1F: 3 clusters Score -628249.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -628757.937500 Penalty: 2750.046143
	Iteration 2F: 3 clusters Score -628757.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -629228.437500 Penalty: 2750.046143
	Iteration 3F: 3 clusters Score -629228.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -629599.125000 Penalty: 2750.046143
	Iteration 4F: 3 clusters Score -629599.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -629859.875000 Penalty: 2750.046143
	Iteration 5F: 3 clusters Score -629859.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -630007.625000 Penalty: 2750.046143
	Iteration 6Q: 3 clusters Score -630007.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -630086.562500 Penalty: 2750.046143
	Iteration 7Q: 3 clusters Score -630086.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -630140.250000 Penalty: 2750.046143
	Iteration 8Q: 3 clusters Score -630140.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -630172.250000 Penalty: 2750.046143
	Iteration 9Q: 3 clusters Score -630172.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -630183.312500 Penalty: 2750.046143
	Iteration 10Q: 3 clusters Score -630183.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -630193.437500 Penalty: 2750.046143
	Iteration 11Q: 3 clusters Score -630193.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -630196.375000 Penalty: 2750.046143
	Iteration 12Q: 3 clusters Score -630196.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -630198.375000 Penalty: 2750.046143
	Iteration 13Q: 3 clusters Score -630198.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -630199.000000 Penalty: 2750.046143
	Iteration 14Q: 3 clusters Score -630199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -630199.000000 Penalty: 2750.046143
	Iteration 15F: 3 clusters Score -630199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Entering Unmasked Estep 
Score: -150809.546875 Penalty: 1148.992676
	Iteration 0F: 2 clusters Score -150809.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -149288.718750 Penalty: 2297.985352
	Iteration 0F: 3 clusters Score -149288.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -149665.890625 Penalty: 2297.985352
	Iteration 1F: 3 clusters Score -149665.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -149790.343750 Penalty: 2297.985352
	Iteration 2F: 3 clusters Score -149790.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -149867.109375 Penalty: 2297.985352
	Iteration 3Q: 3 clusters Score -149867.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -149938.468750 Penalty: 2297.985352
	Iteration 4Q: 3 clusters Score -149938.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -150004.187500 Penalty: 2297.985352
	Iteration 5Q: 3 clusters Score -150004.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -150074.953125 Penalty: 2297.985352
	Iteration 6Q: 3 clusters Score -150075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -150117.968750 Penalty: 2297.985352
	Iteration 7Q: 3 clusters Score -150118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -150137.906250 Penalty: 2297.985352
	Iteration 8Q: 3 clusters Score -150137.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -150144.218750 Penalty: 2297.985352
	Iteration 9Q: 3 clusters Score -150144.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -150153.562500 Penalty: 2297.985352
	Iteration 10Q: 3 clusters Score -150153.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -150164.515625 Penalty: 2297.985352
	Iteration 11Q: 3 clusters Score -150164.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -150177.265625 Penalty: 2297.985352
	Iteration 12Q: 3 clusters Score -150177.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -150189.796875 Penalty: 2297.985352
	Iteration 13Q: 3 clusters Score -150189.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -150199.468750 Penalty: 2297.985352
	Iteration 14Q: 3 clusters Score -150199.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -150206.765625 Penalty: 2297.985352
	Iteration 15Q: 3 clusters Score -150206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -150226.812500 Penalty: 2297.985352
	Iteration 16Q: 3 clusters Score -150226.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -150246.140625 Penalty: 2297.985352
	Iteration 17Q: 3 clusters Score -150246.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -150259.109375 Penalty: 2297.985352
	Iteration 18Q: 3 clusters Score -150259.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -150270.515625 Penalty: 2297.985352
	Iteration 19Q: 3 clusters Score -150270.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -150277.109375 Penalty: 2297.985352
	Iteration 20F: 3 clusters Score -150277.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -150281.687500 Penalty: 2297.985352
	Iteration 21Q: 3 clusters Score -150281.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -150287.250000 Penalty: 2297.985352
	Iteration 22Q: 3 clusters Score -150287.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -150289.906250 Penalty: 2297.985352
	Iteration 23Q: 3 clusters Score -150289.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -150291.453125 Penalty: 2297.985352
	Iteration 24Q: 3 clusters Score -150291.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -150295.359375 Penalty: 2297.985352
	Iteration 25Q: 3 clusters Score -150295.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -150299.328125 Penalty: 2297.985352
	Iteration 26Q: 3 clusters Score -150299.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -150302.328125 Penalty: 2297.985352
	Iteration 27Q: 3 clusters Score -150302.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -150303.328125 Penalty: 2297.985352
	Iteration 28Q: 3 clusters Score -150303.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -150304.390625 Penalty: 2297.985352
	Iteration 29Q: 3 clusters Score -150304.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -150305.609375 Penalty: 2297.985352
	Iteration 30Q: 3 clusters Score -150305.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -150307.234375 Penalty: 2297.985352
	Iteration 31Q: 3 clusters Score -150307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -150309.187500 Penalty: 2297.985352
	Iteration 32Q: 3 clusters Score -150309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -150310.875000 Penalty: 2297.985352
	Iteration 33Q: 3 clusters Score -150310.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -150311.125000 Penalty: 2297.985352
	Iteration 34Q: 3 clusters Score -150311.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -150311.125000 Penalty: 2297.985352
	Iteration 35F: 3 clusters Score -150311.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Entering Unmasked Estep 
Score: -247153.843750 Penalty: 1228.343750
	Iteration 0F: 2 clusters Score -247153.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -245122.406250 Penalty: 2456.687500
	Iteration 0F: 3 clusters Score -245122.4 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -245604.187500 Penalty: 2456.687500
	Iteration 1F: 3 clusters Score -245604.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -245739.093750 Penalty: 2456.687500
	Iteration 2F: 3 clusters Score -245739.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -245854.218750 Penalty: 2456.687500
	Iteration 3F: 3 clusters Score -245854.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -245930.515625 Penalty: 2456.687500
	Iteration 4Q: 3 clusters Score -245930.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -246010.656250 Penalty: 2456.687500
	Iteration 5Q: 3 clusters Score -246010.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -246080.625000 Penalty: 2456.687500
	Iteration 6Q: 3 clusters Score -246080.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -246157.328125 Penalty: 2456.687500
	Iteration 7Q: 3 clusters Score -246157.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -246225.125000 Penalty: 2456.687500
	Iteration 8Q: 3 clusters Score -246225.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -246272.234375 Penalty: 2456.687500
	Iteration 9Q: 3 clusters Score -246272.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -246307.437500 Penalty: 2456.687500
	Iteration 10Q: 3 clusters Score -246307.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -246343.828125 Penalty: 2456.687500
	Iteration 11Q: 3 clusters Score -246343.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -246376.859375 Penalty: 2456.687500
	Iteration 12Q: 3 clusters Score -246376.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -246397.078125 Penalty: 2456.687500
	Iteration 13Q: 3 clusters Score -246397.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -246407.265625 Penalty: 2456.687500
	Iteration 14Q: 3 clusters Score -246407.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -246413.140625 Penalty: 2456.687500
	Iteration 15Q: 3 clusters Score -246413.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -246418.703125 Penalty: 2456.687500
	Iteration 16Q: 3 clusters Score -246418.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -246423.296875 Penalty: 2456.687500
	Iteration 17Q: 3 clusters Score -246423.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -246428.515625 Penalty: 2456.687500
	Iteration 18Q: 3 clusters Score -246428.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -246434.843750 Penalty: 2456.687500
	Iteration 19Q: 3 clusters Score -246434.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -246437.765625 Penalty: 2456.687500
	Iteration 20F: 3 clusters Score -246437.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -246442.203125 Penalty: 2456.687500
	Iteration 21Q: 3 clusters Score -246442.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -246449.984375 Penalty: 2456.687500
	Iteration 22Q: 3 clusters Score -246450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -246451.828125 Penalty: 2456.687500
	Iteration 23Q: 3 clusters Score -246451.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -246458.312500 Penalty: 2456.687500
	Iteration 24Q: 3 clusters Score -246458.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -246465.046875 Penalty: 2456.687500
	Iteration 25Q: 3 clusters Score -246465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -246469.312500 Penalty: 2456.687500
	Iteration 26Q: 3 clusters Score -246469.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -246472.562500 Penalty: 2456.687500
	Iteration 27Q: 3 clusters Score -246472.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -246474.828125 Penalty: 2456.687500
	Iteration 28Q: 3 clusters Score -246474.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -246476.750000 Penalty: 2456.687500
	Iteration 29Q: 3 clusters Score -246476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -246477.765625 Penalty: 2456.687500
	Iteration 30Q: 3 clusters Score -246477.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -246477.671875 Penalty: 2456.687500
	Iteration 31Q: 3 clusters Score -246477.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -246477.671875 Penalty: 2456.687500
	Iteration 32F: 3 clusters Score -246477.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (14982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Entering Unmasked Estep 
Score: -2278897.000000 Penalty: 1562.373291
	Iteration 0F: 2 clusters Score -2278897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2268722.250000 Penalty: 3124.746582
	Iteration 0F: 3 clusters Score -2268722 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2272554.500000 Penalty: 3124.746582
	Iteration 1F: 3 clusters Score -2272554 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2273099.250000 Penalty: 3124.746582
	Iteration 2F: 3 clusters Score -2273099 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2273657.750000 Penalty: 3124.746582
	Iteration 3F: 3 clusters Score -2273658 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2274215.000000 Penalty: 3124.746582
	Iteration 4F: 3 clusters Score -2274215 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2274741.250000 Penalty: 3124.746582
	Iteration 5F: 3 clusters Score -2274741 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2275266.750000 Penalty: 3124.746582
	Iteration 6F: 3 clusters Score -2275267 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2275759.500000 Penalty: 3124.746582
	Iteration 7Q: 3 clusters Score -2275760 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2276214.250000 Penalty: 3124.746582
	Iteration 8Q: 3 clusters Score -2276214 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2276597.500000 Penalty: 3124.746582
	Iteration 9Q: 3 clusters Score -2276598 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2276910.250000 Penalty: 3124.746582
	Iteration 10Q: 3 clusters Score -2276910 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2277125.500000 Penalty: 3124.746582
	Iteration 11Q: 3 clusters Score -2277126 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2277241.500000 Penalty: 3124.746582
	Iteration 12Q: 3 clusters Score -2277242 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2277331.500000 Penalty: 3124.746582
	Iteration 13Q: 3 clusters Score -2277332 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2277403.500000 Penalty: 3124.746582
	Iteration 14Q: 3 clusters Score -2277404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2277455.500000 Penalty: 3124.746582
	Iteration 15Q: 3 clusters Score -2277456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2277483.750000 Penalty: 3124.746582
	Iteration 16Q: 3 clusters Score -2277484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2277498.750000 Penalty: 3124.746582
	Iteration 17Q: 3 clusters Score -2277499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2277506.000000 Penalty: 3124.746582
	Iteration 18Q: 3 clusters Score -2277506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2277513.000000 Penalty: 3124.746582
	Iteration 19Q: 3 clusters Score -2277513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2277519.250000 Penalty: 3124.746582
	Iteration 20F: 3 clusters Score -2277519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2277519.000000 Penalty: 3124.746582
	Iteration 21Q: 3 clusters Score -2277519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2277518.750000 Penalty: 3124.746582
	Iteration 22Q: 3 clusters Score -2277519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2277521.250000 Penalty: 3124.746582
	Iteration 23Q: 3 clusters Score -2277521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2277521.250000 Penalty: 3124.746582
	Iteration 24F: 3 clusters Score -2277521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (19471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Entering Unmasked Estep 
Score: -2977176.000000 Penalty: 1604.960693
	Iteration 0F: 2 clusters Score -2977176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2965141.000000 Penalty: 3209.921387
	Iteration 0F: 3 clusters Score -2965141 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2969918.250000 Penalty: 3209.921387
	Iteration 1F: 3 clusters Score -2969918 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2970266.500000 Penalty: 3209.921387
	Iteration 2F: 3 clusters Score -2970266 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2970551.250000 Penalty: 3209.921387
	Iteration 3Q: 3 clusters Score -2970551 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2970788.000000 Penalty: 3209.921387
	Iteration 4Q: 3 clusters Score -2970788 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2971048.250000 Penalty: 3209.921387
	Iteration 5Q: 3 clusters Score -2971048 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2971318.250000 Penalty: 3209.921387
	Iteration 6Q: 3 clusters Score -2971318 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2971561.250000 Penalty: 3209.921387
	Iteration 7Q: 3 clusters Score -2971561 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2971846.750000 Penalty: 3209.921387
	Iteration 8Q: 3 clusters Score -2971847 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2972155.250000 Penalty: 3209.921387
	Iteration 9Q: 3 clusters Score -2972155 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2972544.250000 Penalty: 3209.921387
	Iteration 10Q: 3 clusters Score -2972544 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2972955.000000 Penalty: 3209.921387
	Iteration 11Q: 3 clusters Score -2972955 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2973402.500000 Penalty: 3209.921387
	Iteration 12Q: 3 clusters Score -2973402 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2973839.250000 Penalty: 3209.921387
	Iteration 13Q: 3 clusters Score -2973839 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2974315.250000 Penalty: 3209.921387
	Iteration 14Q: 3 clusters Score -2974315 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2974772.500000 Penalty: 3209.921387
	Iteration 15Q: 3 clusters Score -2974772 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2975139.000000 Penalty: 3209.921387
	Iteration 16Q: 3 clusters Score -2975139 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2975402.750000 Penalty: 3209.921387
	Iteration 17Q: 3 clusters Score -2975403 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2975599.500000 Penalty: 3209.921387
	Iteration 18Q: 3 clusters Score -2975600 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2975700.250000 Penalty: 3209.921387
	Iteration 19Q: 3 clusters Score -2975700 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2975757.250000 Penalty: 3209.921387
	Iteration 20F: 3 clusters Score -2975757 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2975791.750000 Penalty: 3209.921387
	Iteration 21Q: 3 clusters Score -2975792 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2975823.750000 Penalty: 3209.921387
	Iteration 22Q: 3 clusters Score -2975824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2975844.500000 Penalty: 3209.921387
	Iteration 23Q: 3 clusters Score -2975844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2975848.000000 Penalty: 3209.921387
	Iteration 24Q: 3 clusters Score -2975848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2975855.750000 Penalty: 3209.921387
	Iteration 25Q: 3 clusters Score -2975856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2975868.000000 Penalty: 3209.921387
	Iteration 26Q: 3 clusters Score -2975868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2975884.250000 Penalty: 3209.921387
	Iteration 27Q: 3 clusters Score -2975884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2975889.750000 Penalty: 3209.921387
	Iteration 28Q: 3 clusters Score -2975890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2975891.500000 Penalty: 3209.921387
	Iteration 29Q: 3 clusters Score -2975892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2975896.500000 Penalty: 3209.921387
	Iteration 30Q: 3 clusters Score -2975896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2975897.250000 Penalty: 3209.921387
	Iteration 31Q: 3 clusters Score -2975897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2975900.000000 Penalty: 3209.921387
	Iteration 32Q: 3 clusters Score -2975900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2975900.000000 Penalty: 3209.921387
	Iteration 33F: 3 clusters Score -2975900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Entering Unmasked Estep 
Score: -833806.562500 Penalty: 1411.187622
	Iteration 0F: 2 clusters Score -833806.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -829288.562500 Penalty: 2822.375244
	Iteration 0F: 3 clusters Score -829288.6 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -830708.437500 Penalty: 2822.375244
	Iteration 1F: 3 clusters Score -830708.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -831033.750000 Penalty: 2822.375244
	Iteration 2F: 3 clusters Score -831033.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -831297.187500 Penalty: 2822.375244
	Iteration 3F: 3 clusters Score -831297.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -831513.937500 Penalty: 2822.375244
	Iteration 4F: 3 clusters Score -831513.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -831731.187500 Penalty: 2822.375244
	Iteration 5F: 3 clusters Score -831731.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -831944.125000 Penalty: 2822.375244
	Iteration 6Q: 3 clusters Score -831944.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -832176.812500 Penalty: 2822.375244
	Iteration 7Q: 3 clusters Score -832176.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -832437.875000 Penalty: 2822.375244
	Iteration 8Q: 3 clusters Score -832437.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -832671.250000 Penalty: 2822.375244
	Iteration 9Q: 3 clusters Score -832671.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -832835.312500 Penalty: 2822.375244
	Iteration 10Q: 3 clusters Score -832835.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -832919.375000 Penalty: 2822.375244
	Iteration 11Q: 3 clusters Score -832919.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -832954.562500 Penalty: 2822.375244
	Iteration 12Q: 3 clusters Score -832954.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -832978.937500 Penalty: 2822.375244
	Iteration 13Q: 3 clusters Score -832978.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -832993.125000 Penalty: 2822.375244
	Iteration 14Q: 3 clusters Score -832993.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -833004.500000 Penalty: 2822.375244
	Iteration 15Q: 3 clusters Score -833004.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -833011.750000 Penalty: 2822.375244
	Iteration 16Q: 3 clusters Score -833011.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -833017.812500 Penalty: 2822.375244
	Iteration 17Q: 3 clusters Score -833017.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -833023.312500 Penalty: 2822.375244
	Iteration 18Q: 3 clusters Score -833023.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -833027.687500 Penalty: 2822.375244
	Iteration 19Q: 3 clusters Score -833027.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -833030.625000 Penalty: 2822.375244
	Iteration 20F: 3 clusters Score -833030.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -833031.500000 Penalty: 2822.375244
	Iteration 21Q: 3 clusters Score -833031.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -833031.687500 Penalty: 2822.375244
	Iteration 22Q: 3 clusters Score -833031.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -833031.562500 Penalty: 2822.375244
	Iteration 23Q: 3 clusters Score -833031.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -833033.625000 Penalty: 2822.375244
	Iteration 24Q: 3 clusters Score -833033.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -833033.062500 Penalty: 2822.375244
	Iteration 25Q: 3 clusters Score -833033.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -833032.812500 Penalty: 2822.375244
	Iteration 26Q: 3 clusters Score -833032.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -833033.187500 Penalty: 2822.375244
	Iteration 27Q: 3 clusters Score -833033.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -833032.750000 Penalty: 2822.375244
	Iteration 28Q: 3 clusters Score -833032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -833034.500000 Penalty: 2822.375244
	Iteration 29Q: 3 clusters Score -833034.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -833035.750000 Penalty: 2822.375244
	Iteration 30Q: 3 clusters Score -833035.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -833035.750000 Penalty: 2822.375244
	Iteration 31F: 3 clusters Score -833035.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Entering Unmasked Estep 
Score: -169593.031250 Penalty: 1170.674194
	Iteration 0F: 2 clusters Score -169593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -167965.484375 Penalty: 2341.348389
	Iteration 0F: 3 clusters Score -167965.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -168485.390625 Penalty: 2341.348389
	Iteration 1F: 3 clusters Score -168485.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -168834.484375 Penalty: 2341.348389
	Iteration 2F: 3 clusters Score -168834.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -169247.562500 Penalty: 2341.348389
	Iteration 3F: 3 clusters Score -169247.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -169549.203125 Penalty: 2341.348389
	Iteration 4F: 3 clusters Score -169549.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -169690.953125 Penalty: 2341.348389
	Iteration 5F: 3 clusters Score -169691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -169731.390625 Penalty: 2341.348389
	Iteration 6Q: 3 clusters Score -169731.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -169751.843750 Penalty: 2341.348389
	Iteration 7Q: 3 clusters Score -169751.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -169758.734375 Penalty: 2341.348389
	Iteration 8Q: 3 clusters Score -169758.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -169762.781250 Penalty: 2341.348389
	Iteration 9Q: 3 clusters Score -169762.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -169764.875000 Penalty: 2341.348389
	Iteration 10Q: 3 clusters Score -169764.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -169765.531250 Penalty: 2341.348389
	Iteration 11Q: 3 clusters Score -169765.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -169766.250000 Penalty: 2341.348389
	Iteration 12Q: 3 clusters Score -169766.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -169766.609375 Penalty: 2341.348389
	Iteration 13Q: 3 clusters Score -169766.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -169766.609375 Penalty: 2341.348389
	Iteration 14F: 3 clusters Score -169766.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17709 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 29666 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14334 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22173 members 
Mstep: Class 13 contains 7988 members 
Mstep: Class 14 contains 11107 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 17546 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 21001 members 
Mstep: Class 22 contains 4157 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9004 members 
Mstep: Class 25 contains 13382 members 
Mstep: Class 26 contains 7911 members 
Mstep: Class 27 contains 13029 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7412 members 
Mstep: Class 30 contains 8364 members 
Mstep: Class 31 contains 3766 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3027 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12806 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31428 members 
Mstep: Class 39 contains 1471 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3455 members 
Mstep: Class 42 contains 3719 members 
Mstep: Class 43 contains 24000 members 
Mstep: Class 44 contains 15546 members 
Mstep: Class 45 contains 13397 members 
Mstep: Class 46 contains 3937 members 
Mstep: Class 47 contains 17999 members 
Mstep: Class 48 contains 2750 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 14320 members 
Mstep: Class 55 contains 3511 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14933 members 
Mstep: Class 58 contains 6089 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1918 members 
Mstep: Class 62 contains 14982 members 
Mstep: Class 63 contains 19471 members 
Mstep: Class 64 contains 5909 members 
Mstep: Class 65 contains 495 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1163 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20554 members 
Mstep: Class 70 contains 14803 members 
Mstep: Class 71 contains 18236 members 
Mstep: Class 72 contains 20394 members 
Mstep: Class 73 contains 1067 members 
Mstep: Class 74 contains 2189 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19205 members 
Mstep: Class 77 contains 1210 members 
Mstep: Class 78 contains 326 members 
Mstep: Class 79 contains 2274 members 
Mstep: Class 80 contains 850 members 
Entering Unmasked Estep 
Score: -85940424.000000 Penalty: 172990.062500
Splitting cluster 65 changes total score from -85941176.000000 to -85940424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -223493.609375 Penalty: 1203.491699
	Iteration 0F: 2 clusters Score -223493.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -221596.843750 Penalty: 2406.983398
	Iteration 0F: 3 clusters Score -221596.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -222047.500000 Penalty: 2406.983398
	Iteration 1F: 3 clusters Score -222047.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -222209.828125 Penalty: 2406.983398
	Iteration 2F: 3 clusters Score -222209.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -222320.609375 Penalty: 2406.983398
	Iteration 3F: 3 clusters Score -222320.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -222421.625000 Penalty: 2406.983398
	Iteration 4Q: 3 clusters Score -222421.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -222515.656250 Penalty: 2406.983398
	Iteration 5Q: 3 clusters Score -222515.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -222580.343750 Penalty: 2406.983398
	Iteration 6Q: 3 clusters Score -222580.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -222629.890625 Penalty: 2406.983398
	Iteration 7Q: 3 clusters Score -222629.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -222665.250000 Penalty: 2406.983398
	Iteration 8Q: 3 clusters Score -222665.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -222690.453125 Penalty: 2406.983398
	Iteration 9Q: 3 clusters Score -222690.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -222712.140625 Penalty: 2406.983398
	Iteration 10Q: 3 clusters Score -222712.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -222738.906250 Penalty: 2406.983398
	Iteration 11Q: 3 clusters Score -222738.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -222768.312500 Penalty: 2406.983398
	Iteration 12Q: 3 clusters Score -222768.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -222795.375000 Penalty: 2406.983398
	Iteration 13Q: 3 clusters Score -222795.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -222837.609375 Penalty: 2406.983398
	Iteration 14Q: 3 clusters Score -222837.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -222876.421875 Penalty: 2406.983398
	Iteration 15Q: 3 clusters Score -222876.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -222916.281250 Penalty: 2406.983398
	Iteration 16Q: 3 clusters Score -222916.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -222948.031250 Penalty: 2406.983398
	Iteration 17Q: 3 clusters Score -222948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -222969.937500 Penalty: 2406.983398
	Iteration 18Q: 3 clusters Score -222969.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -222988.312500 Penalty: 2406.983398
	Iteration 19Q: 3 clusters Score -222988.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -223005.562500 Penalty: 2406.983398
	Iteration 20F: 3 clusters Score -223005.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -223019.375000 Penalty: 2406.983398
	Iteration 21Q: 3 clusters Score -223019.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -223029.890625 Penalty: 2406.983398
	Iteration 22Q: 3 clusters Score -223029.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -223035.296875 Penalty: 2406.983398
	Iteration 23Q: 3 clusters Score -223035.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -223041.875000 Penalty: 2406.983398
	Iteration 24Q: 3 clusters Score -223041.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -223048.890625 Penalty: 2406.983398
	Iteration 25Q: 3 clusters Score -223048.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -223058.750000 Penalty: 2406.983398
	Iteration 26Q: 3 clusters Score -223058.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -223067.031250 Penalty: 2406.983398
	Iteration 27Q: 3 clusters Score -223067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -223074.703125 Penalty: 2406.983398
	Iteration 28Q: 3 clusters Score -223074.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -223084.343750 Penalty: 2406.983398
	Iteration 29Q: 3 clusters Score -223084.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -223086.718750 Penalty: 2406.983398
	Iteration 30Q: 3 clusters Score -223086.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -223089.140625 Penalty: 2406.983398
	Iteration 31Q: 3 clusters Score -223089.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -223090.125000 Penalty: 2406.983398
	Iteration 32Q: 3 clusters Score -223090.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -223090.125000 Penalty: 2406.983398
	Iteration 33F: 3 clusters Score -223090.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -145630.078125 Penalty: 1147.048218
	Iteration 0F: 2 clusters Score -145630.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -144059.531250 Penalty: 2294.096436
	Iteration 0F: 3 clusters Score -144059.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -144398.640625 Penalty: 2294.096436
	Iteration 1F: 3 clusters Score -144398.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -144495.390625 Penalty: 2294.096436
	Iteration 2F: 3 clusters Score -144495.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -144546.500000 Penalty: 2294.096436
	Iteration 3Q: 3 clusters Score -144546.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -144592.765625 Penalty: 2294.096436
	Iteration 4Q: 3 clusters Score -144592.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -144645.890625 Penalty: 2294.096436
	Iteration 5Q: 3 clusters Score -144645.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -144689.718750 Penalty: 2294.096436
	Iteration 6Q: 3 clusters Score -144689.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -144724.156250 Penalty: 2294.096436
	Iteration 7Q: 3 clusters Score -144724.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -144738.906250 Penalty: 2294.096436
	Iteration 8Q: 3 clusters Score -144738.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -144753.312500 Penalty: 2294.096436
	Iteration 9Q: 3 clusters Score -144753.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -144761.609375 Penalty: 2294.096436
	Iteration 10Q: 3 clusters Score -144761.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -144773.406250 Penalty: 2294.096436
	Iteration 11Q: 3 clusters Score -144773.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -144777.046875 Penalty: 2294.096436
	Iteration 12Q: 3 clusters Score -144777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -144779.171875 Penalty: 2294.096436
	Iteration 13Q: 3 clusters Score -144779.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -144780.593750 Penalty: 2294.096436
	Iteration 14Q: 3 clusters Score -144780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -144782.031250 Penalty: 2294.096436
	Iteration 15Q: 3 clusters Score -144782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -144783.796875 Penalty: 2294.096436
	Iteration 16Q: 3 clusters Score -144783.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -144785.609375 Penalty: 2294.096436
	Iteration 17Q: 3 clusters Score -144785.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -144787.000000 Penalty: 2294.096436
	Iteration 18Q: 3 clusters Score -144787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -144791.109375 Penalty: 2294.096436
	Iteration 19Q: 3 clusters Score -144791.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -144792.078125 Penalty: 2294.096436
	Iteration 20F: 3 clusters Score -144792.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -144795.781250 Penalty: 2294.096436
	Iteration 21Q: 3 clusters Score -144795.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -144797.078125 Penalty: 2294.096436
	Iteration 22Q: 3 clusters Score -144797.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -144798.296875 Penalty: 2294.096436
	Iteration 23Q: 3 clusters Score -144798.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -144798.796875 Penalty: 2294.096436
	Iteration 24Q: 3 clusters Score -144798.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -144799.250000 Penalty: 2294.096436
	Iteration 25Q: 3 clusters Score -144799.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -144799.656250 Penalty: 2294.096436
	Iteration 26Q: 3 clusters Score -144799.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -144800.625000 Penalty: 2294.096436
	Iteration 27Q: 3 clusters Score -144800.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -144801.296875 Penalty: 2294.096436
	Iteration 28Q: 3 clusters Score -144801.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -144801.296875 Penalty: 2294.096436
	Iteration 29F: 3 clusters Score -144801.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -142282.421875 Penalty: 1143.659790
	Iteration 0F: 2 clusters Score -142282.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -140752.687500 Penalty: 2287.319580
	Iteration 0F: 3 clusters Score -140752.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -141043.906250 Penalty: 2287.319580
	Iteration 1F: 3 clusters Score -141043.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -141155.718750 Penalty: 2287.319580
	Iteration 2F: 3 clusters Score -141155.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -141246.890625 Penalty: 2287.319580
	Iteration 3Q: 3 clusters Score -141246.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -141365.187500 Penalty: 2287.319580
	Iteration 4F: 3 clusters Score -141365.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -141534.703125 Penalty: 2287.319580
	Iteration 5F: 3 clusters Score -141534.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -141714.453125 Penalty: 2287.319580
	Iteration 6F: 3 clusters Score -141714.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -141827.375000 Penalty: 2287.319580
	Iteration 7F: 3 clusters Score -141827.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -141915.218750 Penalty: 2287.319580
	Iteration 8Q: 3 clusters Score -141915.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -141973.921875 Penalty: 2287.319580
	Iteration 9Q: 3 clusters Score -141973.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -142007.171875 Penalty: 2287.319580
	Iteration 10Q: 3 clusters Score -142007.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -142029.140625 Penalty: 2287.319580
	Iteration 11Q: 3 clusters Score -142029.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -142048.781250 Penalty: 2287.319580
	Iteration 12Q: 3 clusters Score -142048.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -142063.546875 Penalty: 2287.319580
	Iteration 13Q: 3 clusters Score -142063.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -142073.046875 Penalty: 2287.319580
	Iteration 14Q: 3 clusters Score -142073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -142079.890625 Penalty: 2287.319580
	Iteration 15Q: 3 clusters Score -142079.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -142082.687500 Penalty: 2287.319580
	Iteration 16Q: 3 clusters Score -142082.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -142088.937500 Penalty: 2287.319580
	Iteration 17Q: 3 clusters Score -142088.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -142091.046875 Penalty: 2287.319580
	Iteration 18Q: 3 clusters Score -142091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -142093.062500 Penalty: 2287.319580
	Iteration 19Q: 3 clusters Score -142093.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -142093.062500 Penalty: 2287.319580
	Iteration 20F: 3 clusters Score -142093.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (20554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Entering Unmasked Estep 
Score: -3123856.500000 Penalty: 1613.756836
	Iteration 0F: 2 clusters Score -3123856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -3110369.250000 Penalty: 3227.513672
	Iteration 0F: 3 clusters Score -3110369 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -3115531.500000 Penalty: 3227.513672
	Iteration 1F: 3 clusters Score -3115532 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -3115943.500000 Penalty: 3227.513672
	Iteration 2F: 3 clusters Score -3115944 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -3116300.000000 Penalty: 3227.513672
	Iteration 3Q: 3 clusters Score -3116300 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -3116674.250000 Penalty: 3227.513672
	Iteration 4Q: 3 clusters Score -3116674 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3117039.000000 Penalty: 3227.513672
	Iteration 5Q: 3 clusters Score -3117039 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -3117389.250000 Penalty: 3227.513672
	Iteration 6Q: 3 clusters Score -3117389 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -3117811.750000 Penalty: 3227.513672
	Iteration 7Q: 3 clusters Score -3117812 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3118288.500000 Penalty: 3227.513672
	Iteration 8Q: 3 clusters Score -3118288 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -3118841.000000 Penalty: 3227.513672
	Iteration 9Q: 3 clusters Score -3118841 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -3119435.750000 Penalty: 3227.513672
	Iteration 10Q: 3 clusters Score -3119436 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -3120012.750000 Penalty: 3227.513672
	Iteration 11Q: 3 clusters Score -3120013 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3120565.500000 Penalty: 3227.513672
	Iteration 12Q: 3 clusters Score -3120566 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3121088.250000 Penalty: 3227.513672
	Iteration 13Q: 3 clusters Score -3121088 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3121565.250000 Penalty: 3227.513672
	Iteration 14Q: 3 clusters Score -3121565 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3121982.250000 Penalty: 3227.513672
	Iteration 15Q: 3 clusters Score -3121982 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3122220.750000 Penalty: 3227.513672
	Iteration 16Q: 3 clusters Score -3122221 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3122374.500000 Penalty: 3227.513672
	Iteration 17Q: 3 clusters Score -3122374 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3122460.500000 Penalty: 3227.513672
	Iteration 18Q: 3 clusters Score -3122460 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3122527.250000 Penalty: 3227.513672
	Iteration 19Q: 3 clusters Score -3122527 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3122569.250000 Penalty: 3227.513672
	Iteration 20F: 3 clusters Score -3122569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3122604.250000 Penalty: 3227.513672
	Iteration 21Q: 3 clusters Score -3122604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3122633.750000 Penalty: 3227.513672
	Iteration 22Q: 3 clusters Score -3122634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3122646.750000 Penalty: 3227.513672
	Iteration 23Q: 3 clusters Score -3122647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3122664.000000 Penalty: 3227.513672
	Iteration 24Q: 3 clusters Score -3122664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3122669.250000 Penalty: 3227.513672
	Iteration 25Q: 3 clusters Score -3122669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3122682.750000 Penalty: 3227.513672
	Iteration 26Q: 3 clusters Score -3122683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3122688.750000 Penalty: 3227.513672
	Iteration 27Q: 3 clusters Score -3122689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3122698.500000 Penalty: 3227.513672
	Iteration 28Q: 3 clusters Score -3122698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3122700.750000 Penalty: 3227.513672
	Iteration 29Q: 3 clusters Score -3122701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3122705.000000 Penalty: 3227.513672
	Iteration 30Q: 3 clusters Score -3122705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3122704.750000 Penalty: 3227.513672
	Iteration 31Q: 3 clusters Score -3122705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3122704.250000 Penalty: 3227.513672
	Iteration 32Q: 3 clusters Score -3122704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3122704.250000 Penalty: 3227.513672
	Iteration 33F: 3 clusters Score -3122704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (14803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Entering Unmasked Estep 
Score: -2252684.250000 Penalty: 1560.420044
	Iteration 0F: 2 clusters Score -2252684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2242817.250000 Penalty: 3120.840088
	Iteration 0F: 3 clusters Score -2242817 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2246313.000000 Penalty: 3120.840088
	Iteration 1F: 3 clusters Score -2246313 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2246714.250000 Penalty: 3120.840088
	Iteration 2F: 3 clusters Score -2246714 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2247103.750000 Penalty: 3120.840088
	Iteration 3F: 3 clusters Score -2247104 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2247480.500000 Penalty: 3120.840088
	Iteration 4F: 3 clusters Score -2247480 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2247850.000000 Penalty: 3120.840088
	Iteration 5F: 3 clusters Score -2247850 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2248212.000000 Penalty: 3120.840088
	Iteration 6Q: 3 clusters Score -2248212 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2248546.250000 Penalty: 3120.840088
	Iteration 7Q: 3 clusters Score -2248546 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2248813.500000 Penalty: 3120.840088
	Iteration 8Q: 3 clusters Score -2248814 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2249057.750000 Penalty: 3120.840088
	Iteration 9Q: 3 clusters Score -2249058 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2249289.000000 Penalty: 3120.840088
	Iteration 10Q: 3 clusters Score -2249289 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2249471.250000 Penalty: 3120.840088
	Iteration 11Q: 3 clusters Score -2249471 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2249632.750000 Penalty: 3120.840088
	Iteration 12Q: 3 clusters Score -2249633 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2249806.250000 Penalty: 3120.840088
	Iteration 13Q: 3 clusters Score -2249806 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2249986.500000 Penalty: 3120.840088
	Iteration 14Q: 3 clusters Score -2249986 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2250137.250000 Penalty: 3120.840088
	Iteration 15Q: 3 clusters Score -2250137 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2250284.000000 Penalty: 3120.840088
	Iteration 16Q: 3 clusters Score -2250284 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2250413.500000 Penalty: 3120.840088
	Iteration 17Q: 3 clusters Score -2250414 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2250554.500000 Penalty: 3120.840088
	Iteration 18Q: 3 clusters Score -2250554 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2250679.000000 Penalty: 3120.840088
	Iteration 19Q: 3 clusters Score -2250679 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2250791.000000 Penalty: 3120.840088
	Iteration 20F: 3 clusters Score -2250791 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2250919.750000 Penalty: 3120.840088
	Iteration 21Q: 3 clusters Score -2250920 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2251010.000000 Penalty: 3120.840088
	Iteration 22Q: 3 clusters Score -2251010 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2251099.750000 Penalty: 3120.840088
	Iteration 23Q: 3 clusters Score -2251100 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2251151.500000 Penalty: 3120.840088
	Iteration 24Q: 3 clusters Score -2251152 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2251192.750000 Penalty: 3120.840088
	Iteration 25Q: 3 clusters Score -2251193 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2251225.500000 Penalty: 3120.840088
	Iteration 26Q: 3 clusters Score -2251226 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2251249.750000 Penalty: 3120.840088
	Iteration 27Q: 3 clusters Score -2251250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2251260.750000 Penalty: 3120.840088
	Iteration 28Q: 3 clusters Score -2251261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2251274.000000 Penalty: 3120.840088
	Iteration 29Q: 3 clusters Score -2251274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2251283.250000 Penalty: 3120.840088
	Iteration 30Q: 3 clusters Score -2251283 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2251299.500000 Penalty: 3120.840088
	Iteration 31Q: 3 clusters Score -2251300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2251308.750000 Penalty: 3120.840088
	Iteration 32Q: 3 clusters Score -2251309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2251312.500000 Penalty: 3120.840088
	Iteration 33Q: 3 clusters Score -2251312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2251314.500000 Penalty: 3120.840088
	Iteration 34Q: 3 clusters Score -2251314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2251320.500000 Penalty: 3120.840088
	Iteration 35Q: 3 clusters Score -2251320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2251328.750000 Penalty: 3120.840088
	Iteration 36Q: 3 clusters Score -2251329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2251334.250000 Penalty: 3120.840088
	Iteration 37Q: 3 clusters Score -2251334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2251342.500000 Penalty: 3120.840088
	Iteration 38Q: 3 clusters Score -2251342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2251343.500000 Penalty: 3120.840088
	Iteration 39Q: 3 clusters Score -2251344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2251344.750000 Penalty: 3120.840088
	Iteration 40F: 3 clusters Score -2251345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2251347.000000 Penalty: 3120.840088
	Iteration 41Q: 3 clusters Score -2251347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2251347.500000 Penalty: 3120.840088
	Iteration 42Q: 3 clusters Score -2251348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2251350.000000 Penalty: 3120.840088
	Iteration 43Q: 3 clusters Score -2251350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2251350.000000 Penalty: 3120.840088
	Iteration 44F: 3 clusters Score -2251350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (18236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Entering Unmasked Estep 
Score: -2795328.250000 Penalty: 1594.312378
	Iteration 0F: 2 clusters Score -2795328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2783508.750000 Penalty: 3188.624756
	Iteration 0F: 3 clusters Score -2783509 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2787976.750000 Penalty: 3188.624756
	Iteration 1F: 3 clusters Score -2787977 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2788283.250000 Penalty: 3188.624756
	Iteration 2Q: 3 clusters Score -2788283 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2788588.250000 Penalty: 3188.624756
	Iteration 3Q: 3 clusters Score -2788588 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2788885.750000 Penalty: 3188.624756
	Iteration 4Q: 3 clusters Score -2788886 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2789277.750000 Penalty: 3188.624756
	Iteration 5F: 3 clusters Score -2789278 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2789698.250000 Penalty: 3188.624756
	Iteration 6F: 3 clusters Score -2789698 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2790212.500000 Penalty: 3188.624756
	Iteration 7F: 3 clusters Score -2790212 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2790837.250000 Penalty: 3188.624756
	Iteration 8F: 3 clusters Score -2790837 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2791553.250000 Penalty: 3188.624756
	Iteration 9F: 3 clusters Score -2791553 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2792168.250000 Penalty: 3188.624756
	Iteration 10Q: 3 clusters Score -2792168 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2792706.750000 Penalty: 3188.624756
	Iteration 11Q: 3 clusters Score -2792707 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2793096.250000 Penalty: 3188.624756
	Iteration 12Q: 3 clusters Score -2793096 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2793380.250000 Penalty: 3188.624756
	Iteration 13Q: 3 clusters Score -2793380 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2793536.750000 Penalty: 3188.624756
	Iteration 14Q: 3 clusters Score -2793537 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2793638.750000 Penalty: 3188.624756
	Iteration 15Q: 3 clusters Score -2793639 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2793706.000000 Penalty: 3188.624756
	Iteration 16Q: 3 clusters Score -2793706 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2793758.500000 Penalty: 3188.624756
	Iteration 17Q: 3 clusters Score -2793758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2793796.500000 Penalty: 3188.624756
	Iteration 18Q: 3 clusters Score -2793796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2793833.250000 Penalty: 3188.624756
	Iteration 19Q: 3 clusters Score -2793833 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2793864.250000 Penalty: 3188.624756
	Iteration 20F: 3 clusters Score -2793864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2793886.500000 Penalty: 3188.624756
	Iteration 21Q: 3 clusters Score -2793886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2793898.500000 Penalty: 3188.624756
	Iteration 22Q: 3 clusters Score -2793898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2793911.250000 Penalty: 3188.624756
	Iteration 23Q: 3 clusters Score -2793911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2793915.500000 Penalty: 3188.624756
	Iteration 24Q: 3 clusters Score -2793916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2793919.000000 Penalty: 3188.624756
	Iteration 25Q: 3 clusters Score -2793919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2793926.000000 Penalty: 3188.624756
	Iteration 26Q: 3 clusters Score -2793926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2793926.000000 Penalty: 3188.624756
	Iteration 27Q: 3 clusters Score -2793926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2793927.750000 Penalty: 3188.624756
	Iteration 28Q: 3 clusters Score -2793928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2793923.750000 Penalty: 3188.624756
	Iteration 29Q: 3 clusters Score -2793924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2793925.500000 Penalty: 3188.624756
	Iteration 30Q: 3 clusters Score -2793926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2793928.250000 Penalty: 3188.624756
	Iteration 31Q: 3 clusters Score -2793928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2793934.250000 Penalty: 3188.624756
	Iteration 32Q: 3 clusters Score -2793934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2793943.250000 Penalty: 3188.624756
	Iteration 33Q: 3 clusters Score -2793943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2793942.500000 Penalty: 3188.624756
	Iteration 34Q: 3 clusters Score -2793942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2793946.000000 Penalty: 3188.624756
	Iteration 35Q: 3 clusters Score -2793946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2793946.000000 Penalty: 3188.624756
	Iteration 36F: 3 clusters Score -2793946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (20394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Entering Unmasked Estep 
Score: -3110231.250000 Penalty: 1612.486816
	Iteration 0F: 2 clusters Score -3110231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -3097390.750000 Penalty: 3224.973633
	Iteration 0F: 3 clusters Score -3097391 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -3102680.500000 Penalty: 3224.973633
	Iteration 1F: 3 clusters Score -3102680 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -3103142.750000 Penalty: 3224.973633
	Iteration 2F: 3 clusters Score -3103143 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -3103607.500000 Penalty: 3224.973633
	Iteration 3F: 3 clusters Score -3103608 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -3104050.500000 Penalty: 3224.973633
	Iteration 4F: 3 clusters Score -3104050 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3104502.500000 Penalty: 3224.973633
	Iteration 5F: 3 clusters Score -3104502 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3104925.000000 Penalty: 3224.973633
	Iteration 6F: 3 clusters Score -3104925 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3105449.000000 Penalty: 3224.973633
	Iteration 7F: 3 clusters Score -3105449 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3106042.250000 Penalty: 3224.973633
	Iteration 8F: 3 clusters Score -3106042 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3106699.500000 Penalty: 3224.973633
	Iteration 9F: 3 clusters Score -3106700 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3107404.000000 Penalty: 3224.973633
	Iteration 10F: 3 clusters Score -3107404 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -3108034.500000 Penalty: 3224.973633
	Iteration 11Q: 3 clusters Score -3108034 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -3108493.250000 Penalty: 3224.973633
	Iteration 12Q: 3 clusters Score -3108493 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -3108682.500000 Penalty: 3224.973633
	Iteration 13Q: 3 clusters Score -3108682 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -3108782.250000 Penalty: 3224.973633
	Iteration 14Q: 3 clusters Score -3108782 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -3108814.250000 Penalty: 3224.973633
	Iteration 15Q: 3 clusters Score -3108814 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -3108848.000000 Penalty: 3224.973633
	Iteration 16Q: 3 clusters Score -3108848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -3108883.000000 Penalty: 3224.973633
	Iteration 17Q: 3 clusters Score -3108883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -3108905.250000 Penalty: 3224.973633
	Iteration 18Q: 3 clusters Score -3108905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -3108911.000000 Penalty: 3224.973633
	Iteration 19Q: 3 clusters Score -3108911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -3108923.000000 Penalty: 3224.973633
	Iteration 20F: 3 clusters Score -3108923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -3108936.750000 Penalty: 3224.973633
	Iteration 21Q: 3 clusters Score -3108937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -3108932.250000 Penalty: 3224.973633
	Iteration 22Q: 3 clusters Score -3108932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -3108938.500000 Penalty: 3224.973633
	Iteration 23Q: 3 clusters Score -3108938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -3108946.500000 Penalty: 3224.973633
	Iteration 24Q: 3 clusters Score -3108946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -3108944.500000 Penalty: 3224.973633
	Iteration 25Q: 3 clusters Score -3108944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3108948.000000 Penalty: 3224.973633
	Iteration 26Q: 3 clusters Score -3108948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3108949.500000 Penalty: 3224.973633
	Iteration 27Q: 3 clusters Score -3108950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -3108948.500000 Penalty: 3224.973633
	Iteration 28Q: 3 clusters Score -3108948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -3108947.500000 Penalty: 3224.973633
	Iteration 29Q: 3 clusters Score -3108948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -3108947.500000 Penalty: 3224.973633
	Iteration 30F: 3 clusters Score -3108948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (1067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Entering Unmasked Estep 
Score: -156506.109375 Penalty: 1133.048462
	Iteration 0F: 2 clusters Score -156506.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -155046.359375 Penalty: 2266.096924
	Iteration 0F: 3 clusters Score -155046.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -155326.000000 Penalty: 2266.096924
	Iteration 1F: 3 clusters Score -155326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -155403.203125 Penalty: 2266.096924
	Iteration 2F: 3 clusters Score -155403.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -155441.062500 Penalty: 2266.096924
	Iteration 3Q: 3 clusters Score -155441.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -155461.328125 Penalty: 2266.096924
	Iteration 4Q: 3 clusters Score -155461.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -155475.906250 Penalty: 2266.096924
	Iteration 5Q: 3 clusters Score -155475.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -155490.593750 Penalty: 2266.096924
	Iteration 6Q: 3 clusters Score -155490.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -155498.484375 Penalty: 2266.096924
	Iteration 7Q: 3 clusters Score -155498.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -155500.656250 Penalty: 2266.096924
	Iteration 8Q: 3 clusters Score -155500.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -155502.015625 Penalty: 2266.096924
	Iteration 9Q: 3 clusters Score -155502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -155502.062500 Penalty: 2266.096924
	Iteration 10Q: 3 clusters Score -155502.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -155502.062500 Penalty: 2266.096924
	Iteration 11F: 3 clusters Score -155502.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Entering Unmasked Estep 
Score: -307449.062500 Penalty: 1249.820068
	Iteration 0F: 2 clusters Score -307449.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -305211.562500 Penalty: 2499.640137
	Iteration 0F: 3 clusters Score -305211.6 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -305784.093750 Penalty: 2499.640137
	Iteration 1F: 3 clusters Score -305784.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -305968.281250 Penalty: 2499.640137
	Iteration 2F: 3 clusters Score -305968.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -306106.093750 Penalty: 2499.640137
	Iteration 3F: 3 clusters Score -306106.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -306197.093750 Penalty: 2499.640137
	Iteration 4F: 3 clusters Score -306197.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -306254.656250 Penalty: 2499.640137
	Iteration 5Q: 3 clusters Score -306254.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -306304.187500 Penalty: 2499.640137
	Iteration 6Q: 3 clusters Score -306304.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -306339.812500 Penalty: 2499.640137
	Iteration 7Q: 3 clusters Score -306339.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -306366.562500 Penalty: 2499.640137
	Iteration 8Q: 3 clusters Score -306366.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -306386.187500 Penalty: 2499.640137
	Iteration 9Q: 3 clusters Score -306386.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -306408.906250 Penalty: 2499.640137
	Iteration 10Q: 3 clusters Score -306408.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -306434.750000 Penalty: 2499.640137
	Iteration 11Q: 3 clusters Score -306434.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -306456.968750 Penalty: 2499.640137
	Iteration 12Q: 3 clusters Score -306457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -306471.812500 Penalty: 2499.640137
	Iteration 13Q: 3 clusters Score -306471.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -306479.718750 Penalty: 2499.640137
	Iteration 14Q: 3 clusters Score -306479.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -306487.156250 Penalty: 2499.640137
	Iteration 15Q: 3 clusters Score -306487.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -306489.250000 Penalty: 2499.640137
	Iteration 16Q: 3 clusters Score -306489.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -306490.343750 Penalty: 2499.640137
	Iteration 17Q: 3 clusters Score -306490.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -306492.093750 Penalty: 2499.640137
	Iteration 18Q: 3 clusters Score -306492.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -306492.562500 Penalty: 2499.640137
	Iteration 19Q: 3 clusters Score -306492.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -306493.125000 Penalty: 2499.640137
	Iteration 20F: 3 clusters Score -306493.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -315986.625000 Penalty: 1253.489990
	Iteration 0F: 2 clusters Score -315986.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -313731.437500 Penalty: 2506.979980
	Iteration 0F: 3 clusters Score -313731.4 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -314251.937500 Penalty: 2506.979980
	Iteration 1F: 3 clusters Score -314251.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -314375.062500 Penalty: 2506.979980
	Iteration 2F: 3 clusters Score -314375.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -314440.468750 Penalty: 2506.979980
	Iteration 3Q: 3 clusters Score -314440.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -314494.687500 Penalty: 2506.979980
	Iteration 4Q: 3 clusters Score -314494.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -314543.781250 Penalty: 2506.979980
	Iteration 5Q: 3 clusters Score -314543.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -314587.281250 Penalty: 2506.979980
	Iteration 6Q: 3 clusters Score -314587.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -314616.750000 Penalty: 2506.979980
	Iteration 7Q: 3 clusters Score -314616.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -314635.125000 Penalty: 2506.979980
	Iteration 8Q: 3 clusters Score -314635.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -314647.937500 Penalty: 2506.979980
	Iteration 9Q: 3 clusters Score -314647.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -314664.062500 Penalty: 2506.979980
	Iteration 10Q: 3 clusters Score -314664.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -314673.500000 Penalty: 2506.979980
	Iteration 11Q: 3 clusters Score -314673.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -314677.718750 Penalty: 2506.979980
	Iteration 12Q: 3 clusters Score -314677.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -314684.562500 Penalty: 2506.979980
	Iteration 13Q: 3 clusters Score -314684.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -314690.406250 Penalty: 2506.979980
	Iteration 14Q: 3 clusters Score -314690.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -314696.531250 Penalty: 2506.979980
	Iteration 15Q: 3 clusters Score -314696.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -314702.906250 Penalty: 2506.979980
	Iteration 16Q: 3 clusters Score -314702.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -314709.218750 Penalty: 2506.979980
	Iteration 17Q: 3 clusters Score -314709.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -314713.031250 Penalty: 2506.979980
	Iteration 18Q: 3 clusters Score -314713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -314715.968750 Penalty: 2506.979980
	Iteration 19Q: 3 clusters Score -314716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -314719.218750 Penalty: 2506.979980
	Iteration 20F: 3 clusters Score -314719.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -314723.250000 Penalty: 2506.979980
	Iteration 21Q: 3 clusters Score -314723.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -314725.812500 Penalty: 2506.979980
	Iteration 22Q: 3 clusters Score -314725.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -314727.375000 Penalty: 2506.979980
	Iteration 23Q: 3 clusters Score -314727.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -314729.812500 Penalty: 2506.979980
	Iteration 24Q: 3 clusters Score -314729.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -314732.500000 Penalty: 2506.979980
	Iteration 25Q: 3 clusters Score -314732.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -314738.281250 Penalty: 2506.979980
	Iteration 26Q: 3 clusters Score -314738.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -314748.031250 Penalty: 2506.979980
	Iteration 27Q: 3 clusters Score -314748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -314751.500000 Penalty: 2506.979980
	Iteration 28Q: 3 clusters Score -314751.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -314752.781250 Penalty: 2506.979980
	Iteration 29Q: 3 clusters Score -314752.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -314757.750000 Penalty: 2506.979980
	Iteration 30Q: 3 clusters Score -314757.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -314764.593750 Penalty: 2506.979980
	Iteration 31Q: 3 clusters Score -314764.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -314775.187500 Penalty: 2506.979980
	Iteration 32Q: 3 clusters Score -314775.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -314780.437500 Penalty: 2506.979980
	Iteration 33Q: 3 clusters Score -314780.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -314783.625000 Penalty: 2506.979980
	Iteration 34Q: 3 clusters Score -314783.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -314787.656250 Penalty: 2506.979980
	Iteration 35Q: 3 clusters Score -314787.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -314790.843750 Penalty: 2506.979980
	Iteration 36Q: 3 clusters Score -314790.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -314795.343750 Penalty: 2506.979980
	Iteration 37Q: 3 clusters Score -314795.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -314800.593750 Penalty: 2506.979980
	Iteration 38Q: 3 clusters Score -314800.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -314805.687500 Penalty: 2506.979980
	Iteration 39Q: 3 clusters Score -314805.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -314810.593750 Penalty: 2506.979980
	Iteration 40F: 3 clusters Score -314810.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -314812.312500 Penalty: 2506.979980
	Iteration 41Q: 3 clusters Score -314812.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -314814.437500 Penalty: 2506.979980
	Iteration 42Q: 3 clusters Score -314814.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -314817.000000 Penalty: 2506.979980
	Iteration 43Q: 3 clusters Score -314817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -314821.593750 Penalty: 2506.979980
	Iteration 44Q: 3 clusters Score -314821.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -314824.593750 Penalty: 2506.979980
	Iteration 45Q: 3 clusters Score -314824.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -314828.906250 Penalty: 2506.979980
	Iteration 46Q: 3 clusters Score -314828.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -314833.500000 Penalty: 2506.979980
	Iteration 47Q: 3 clusters Score -314833.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -314842.156250 Penalty: 2506.979980
	Iteration 48Q: 3 clusters Score -314842.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -314850.281250 Penalty: 2506.979980
	Iteration 49Q: 3 clusters Score -314850.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -314856.218750 Penalty: 2506.979980
	Iteration 50Q: 3 clusters Score -314856.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -314863.312500 Penalty: 2506.979980
	Iteration 51Q: 3 clusters Score -314863.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -314867.718750 Penalty: 2506.979980
	Iteration 52Q: 3 clusters Score -314867.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -314870.250000 Penalty: 2506.979980
	Iteration 53Q: 3 clusters Score -314870.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -314873.093750 Penalty: 2506.979980
	Iteration 54Q: 3 clusters Score -314873.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -314874.562500 Penalty: 2506.979980
	Iteration 55Q: 3 clusters Score -314874.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -314875.093750 Penalty: 2506.979980
	Iteration 56Q: 3 clusters Score -314875.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -314875.093750 Penalty: 2506.979980
	Iteration 57F: 3 clusters Score -314875.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (19205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Entering Unmasked Estep 
Score: -2683725.750000 Penalty: 1602.725342
	Iteration 0F: 2 clusters Score -2683726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2670924.500000 Penalty: 3205.450684
	Iteration 0F: 3 clusters Score -2670924 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2675779.250000 Penalty: 3205.450684
	Iteration 1F: 3 clusters Score -2675779 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2676334.500000 Penalty: 3205.450684
	Iteration 2F: 3 clusters Score -2676334 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2676890.750000 Penalty: 3205.450684
	Iteration 3F: 3 clusters Score -2676891 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2677496.500000 Penalty: 3205.450684
	Iteration 4F: 3 clusters Score -2677496 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2678011.750000 Penalty: 3205.450684
	Iteration 5F: 3 clusters Score -2678012 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2678469.250000 Penalty: 3205.450684
	Iteration 6F: 3 clusters Score -2678469 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2678827.750000 Penalty: 3205.450684
	Iteration 7Q: 3 clusters Score -2678828 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2679159.750000 Penalty: 3205.450684
	Iteration 8Q: 3 clusters Score -2679160 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2679488.750000 Penalty: 3205.450684
	Iteration 9Q: 3 clusters Score -2679489 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2679823.250000 Penalty: 3205.450684
	Iteration 10Q: 3 clusters Score -2679823 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2680188.750000 Penalty: 3205.450684
	Iteration 11Q: 3 clusters Score -2680189 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2680576.000000 Penalty: 3205.450684
	Iteration 12Q: 3 clusters Score -2680576 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2680969.250000 Penalty: 3205.450684
	Iteration 13Q: 3 clusters Score -2680969 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2681347.750000 Penalty: 3205.450684
	Iteration 14Q: 3 clusters Score -2681348 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2681717.500000 Penalty: 3205.450684
	Iteration 15Q: 3 clusters Score -2681718 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2682046.250000 Penalty: 3205.450684
	Iteration 16Q: 3 clusters Score -2682046 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2682307.250000 Penalty: 3205.450684
	Iteration 17Q: 3 clusters Score -2682307 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2682465.500000 Penalty: 3205.450684
	Iteration 18Q: 3 clusters Score -2682466 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2682570.500000 Penalty: 3205.450684
	Iteration 19Q: 3 clusters Score -2682570 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2682651.250000 Penalty: 3205.450684
	Iteration 20F: 3 clusters Score -2682651 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2682710.250000 Penalty: 3205.450684
	Iteration 21Q: 3 clusters Score -2682710 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2682753.250000 Penalty: 3205.450684
	Iteration 22Q: 3 clusters Score -2682753 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2682786.000000 Penalty: 3205.450684
	Iteration 23Q: 3 clusters Score -2682786 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2682812.750000 Penalty: 3205.450684
	Iteration 24Q: 3 clusters Score -2682813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2682817.000000 Penalty: 3205.450684
	Iteration 25Q: 3 clusters Score -2682817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2682827.750000 Penalty: 3205.450684
	Iteration 26Q: 3 clusters Score -2682828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2682837.250000 Penalty: 3205.450684
	Iteration 27Q: 3 clusters Score -2682837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2682845.000000 Penalty: 3205.450684
	Iteration 28Q: 3 clusters Score -2682845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2682847.750000 Penalty: 3205.450684
	Iteration 29Q: 3 clusters Score -2682848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2682853.250000 Penalty: 3205.450684
	Iteration 30Q: 3 clusters Score -2682853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2682856.750000 Penalty: 3205.450684
	Iteration 31Q: 3 clusters Score -2682857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2682856.750000 Penalty: 3205.450684
	Iteration 32Q: 3 clusters Score -2682857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2682858.000000 Penalty: 3205.450684
	Iteration 33Q: 3 clusters Score -2682858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2682855.750000 Penalty: 3205.450684
	Iteration 34Q: 3 clusters Score -2682856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2682857.750000 Penalty: 3205.450684
	Iteration 35Q: 3 clusters Score -2682858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2682857.750000 Penalty: 3205.450684
	Iteration 36Q: 3 clusters Score -2682858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2682867.750000 Penalty: 3205.450684
	Iteration 37Q: 3 clusters Score -2682868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2682871.500000 Penalty: 3205.450684
	Iteration 38Q: 3 clusters Score -2682872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2682874.250000 Penalty: 3205.450684
	Iteration 39Q: 3 clusters Score -2682874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2682874.000000 Penalty: 3205.450684
	Iteration 40F: 3 clusters Score -2682874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2682878.250000 Penalty: 3205.450684
	Iteration 41Q: 3 clusters Score -2682878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2682885.000000 Penalty: 3205.450684
	Iteration 42Q: 3 clusters Score -2682885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2682882.750000 Penalty: 3205.450684
	Iteration 43Q: 3 clusters Score -2682883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2682884.000000 Penalty: 3205.450684
	Iteration 44Q: 3 clusters Score -2682884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2682886.750000 Penalty: 3205.450684
	Iteration 45Q: 3 clusters Score -2682887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2682884.750000 Penalty: 3205.450684
	Iteration 46Q: 3 clusters Score -2682885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2682885.500000 Penalty: 3205.450684
	Iteration 47Q: 3 clusters Score -2682886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2682886.250000 Penalty: 3205.450684
	Iteration 48Q: 3 clusters Score -2682886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2682889.500000 Penalty: 3205.450684
	Iteration 49Q: 3 clusters Score -2682890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2682889.250000 Penalty: 3205.450684
	Iteration 50Q: 3 clusters Score -2682889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2682893.500000 Penalty: 3205.450684
	Iteration 51Q: 3 clusters Score -2682894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2682891.000000 Penalty: 3205.450684
	Iteration 52Q: 3 clusters Score -2682891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2682891.500000 Penalty: 3205.450684
	Iteration 53Q: 3 clusters Score -2682892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2682891.750000 Penalty: 3205.450684
	Iteration 54Q: 3 clusters Score -2682892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2682889.000000 Penalty: 3205.450684
	Iteration 55Q: 3 clusters Score -2682889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2682889.000000 Penalty: 3205.450684
	Iteration 56Q: 3 clusters Score -2682889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2682889.000000 Penalty: 3205.450684
	Iteration 57F: 3 clusters Score -2682889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -153869.312500 Penalty: 1153.486084
	Iteration 0F: 2 clusters Score -153869.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -152306.953125 Penalty: 2306.972168
	Iteration 0F: 3 clusters Score -152307 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -152620.531250 Penalty: 2306.972168
	Iteration 1F: 3 clusters Score -152620.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -152715.031250 Penalty: 2306.972168
	Iteration 2F: 3 clusters Score -152715 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -152796.890625 Penalty: 2306.972168
	Iteration 3Q: 3 clusters Score -152796.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -152870.328125 Penalty: 2306.972168
	Iteration 4Q: 3 clusters Score -152870.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -152945.000000 Penalty: 2306.972168
	Iteration 5Q: 3 clusters Score -152945 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -153019.437500 Penalty: 2306.972168
	Iteration 6Q: 3 clusters Score -153019.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -153090.921875 Penalty: 2306.972168
	Iteration 7Q: 3 clusters Score -153090.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -153150.265625 Penalty: 2306.972168
	Iteration 8Q: 3 clusters Score -153150.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -153200.750000 Penalty: 2306.972168
	Iteration 9Q: 3 clusters Score -153200.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -153233.265625 Penalty: 2306.972168
	Iteration 10Q: 3 clusters Score -153233.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -153260.531250 Penalty: 2306.972168
	Iteration 11Q: 3 clusters Score -153260.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -153276.140625 Penalty: 2306.972168
	Iteration 12Q: 3 clusters Score -153276.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -153283.765625 Penalty: 2306.972168
	Iteration 13Q: 3 clusters Score -153283.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -153294.453125 Penalty: 2306.972168
	Iteration 14Q: 3 clusters Score -153294.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -153305.093750 Penalty: 2306.972168
	Iteration 15Q: 3 clusters Score -153305.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -153313.640625 Penalty: 2306.972168
	Iteration 16Q: 3 clusters Score -153313.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -153320.921875 Penalty: 2306.972168
	Iteration 17Q: 3 clusters Score -153320.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -153325.437500 Penalty: 2306.972168
	Iteration 18Q: 3 clusters Score -153325.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -153330.468750 Penalty: 2306.972168
	Iteration 19Q: 3 clusters Score -153330.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -153338.015625 Penalty: 2306.972168
	Iteration 20F: 3 clusters Score -153338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -153347.281250 Penalty: 2306.972168
	Iteration 21Q: 3 clusters Score -153347.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -153355.109375 Penalty: 2306.972168
	Iteration 22Q: 3 clusters Score -153355.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -153359.953125 Penalty: 2306.972168
	Iteration 23Q: 3 clusters Score -153360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -153365.984375 Penalty: 2306.972168
	Iteration 24Q: 3 clusters Score -153366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -153376.875000 Penalty: 2306.972168
	Iteration 25Q: 3 clusters Score -153376.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -153392.156250 Penalty: 2306.972168
	Iteration 26Q: 3 clusters Score -153392.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -153408.265625 Penalty: 2306.972168
	Iteration 27Q: 3 clusters Score -153408.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -153412.093750 Penalty: 2306.972168
	Iteration 28Q: 3 clusters Score -153412.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -153413.406250 Penalty: 2306.972168
	Iteration 29Q: 3 clusters Score -153413.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -153413.406250 Penalty: 2306.972168
	Iteration 30F: 3 clusters Score -153413.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -43835.671875 Penalty: 940.370789
	Iteration 0F: 2 clusters Score -43835.67 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 152 members 
Entering Unmasked Estep 
Score: -42921.738281 Penalty: 1880.741577
	Iteration 0F: 3 clusters Score -42921.74 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43055.191406 Penalty: 1880.741577
	Iteration 1F: 3 clusters Score -43055.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43094.507812 Penalty: 1880.741577
	Iteration 2F: 3 clusters Score -43094.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43111.433594 Penalty: 1880.741577
	Iteration 3Q: 3 clusters Score -43111.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43125.105469 Penalty: 1880.741577
	Iteration 4Q: 3 clusters Score -43125.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43125.105469 Penalty: 1880.741577
	Iteration 5F: 3 clusters Score -43125.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (2274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Entering Unmasked Estep 
Score: -300204.750000 Penalty: 1256.010498
	Iteration 0F: 2 clusters Score -300204.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -297917.562500 Penalty: 2512.020996
	Iteration 0F: 3 clusters Score -297917.6 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -298490.687500 Penalty: 2512.020996
	Iteration 1F: 3 clusters Score -298490.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -298650.343750 Penalty: 2512.020996
	Iteration 2F: 3 clusters Score -298650.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -298748.375000 Penalty: 2512.020996
	Iteration 3F: 3 clusters Score -298748.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -298815.625000 Penalty: 2512.020996
	Iteration 4Q: 3 clusters Score -298815.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -298887.156250 Penalty: 2512.020996
	Iteration 5Q: 3 clusters Score -298887.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -298970.437500 Penalty: 2512.020996
	Iteration 6Q: 3 clusters Score -298970.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -299072.312500 Penalty: 2512.020996
	Iteration 7Q: 3 clusters Score -299072.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -299154.062500 Penalty: 2512.020996
	Iteration 8Q: 3 clusters Score -299154.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -299224.843750 Penalty: 2512.020996
	Iteration 9Q: 3 clusters Score -299224.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -299268.031250 Penalty: 2512.020996
	Iteration 10Q: 3 clusters Score -299268 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -299298.812500 Penalty: 2512.020996
	Iteration 11Q: 3 clusters Score -299298.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -299334.375000 Penalty: 2512.020996
	Iteration 12Q: 3 clusters Score -299334.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -299364.562500 Penalty: 2512.020996
	Iteration 13Q: 3 clusters Score -299364.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -299387.093750 Penalty: 2512.020996
	Iteration 14Q: 3 clusters Score -299387.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -299406.062500 Penalty: 2512.020996
	Iteration 15Q: 3 clusters Score -299406.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -299425.593750 Penalty: 2512.020996
	Iteration 16Q: 3 clusters Score -299425.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -299446.375000 Penalty: 2512.020996
	Iteration 17Q: 3 clusters Score -299446.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -299463.531250 Penalty: 2512.020996
	Iteration 18Q: 3 clusters Score -299463.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -299477.843750 Penalty: 2512.020996
	Iteration 19Q: 3 clusters Score -299477.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -299490.937500 Penalty: 2512.020996
	Iteration 20F: 3 clusters Score -299490.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -299500.625000 Penalty: 2512.020996
	Iteration 21Q: 3 clusters Score -299500.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -299509.375000 Penalty: 2512.020996
	Iteration 22Q: 3 clusters Score -299509.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -299516.687500 Penalty: 2512.020996
	Iteration 23Q: 3 clusters Score -299516.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -299525.062500 Penalty: 2512.020996
	Iteration 24Q: 3 clusters Score -299525.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -299529.562500 Penalty: 2512.020996
	Iteration 25Q: 3 clusters Score -299529.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -299533.531250 Penalty: 2512.020996
	Iteration 26Q: 3 clusters Score -299533.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -299535.843750 Penalty: 2512.020996
	Iteration 27Q: 3 clusters Score -299535.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -299538.750000 Penalty: 2512.020996
	Iteration 28Q: 3 clusters Score -299538.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -299541.187500 Penalty: 2512.020996
	Iteration 29Q: 3 clusters Score -299541.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -299544.531250 Penalty: 2512.020996
	Iteration 30Q: 3 clusters Score -299544.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -299547.843750 Penalty: 2512.020996
	Iteration 31Q: 3 clusters Score -299547.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -299551.343750 Penalty: 2512.020996
	Iteration 32Q: 3 clusters Score -299551.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -299553.968750 Penalty: 2512.020996
	Iteration 33Q: 3 clusters Score -299554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -299556.156250 Penalty: 2512.020996
	Iteration 34Q: 3 clusters Score -299556.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -299558.500000 Penalty: 2512.020996
	Iteration 35Q: 3 clusters Score -299558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -299559.937500 Penalty: 2512.020996
	Iteration 36Q: 3 clusters Score -299559.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -299560.281250 Penalty: 2512.020996
	Iteration 37Q: 3 clusters Score -299560.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -299560.281250 Penalty: 2512.020996
	Iteration 38F: 3 clusters Score -299560.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17709 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 29666 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14334 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22173 members 
Mstep: Class 13 contains 7988 members 
Mstep: Class 14 contains 11107 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 17546 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 21001 members 
Mstep: Class 22 contains 4157 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9004 members 
Mstep: Class 25 contains 13382 members 
Mstep: Class 26 contains 7911 members 
Mstep: Class 27 contains 13029 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7412 members 
Mstep: Class 30 contains 8364 members 
Mstep: Class 31 contains 3766 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3027 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12806 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31428 members 
Mstep: Class 39 contains 1471 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3455 members 
Mstep: Class 42 contains 3719 members 
Mstep: Class 43 contains 24000 members 
Mstep: Class 44 contains 15546 members 
Mstep: Class 45 contains 13397 members 
Mstep: Class 46 contains 3937 members 
Mstep: Class 47 contains 17999 members 
Mstep: Class 48 contains 2750 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 14320 members 
Mstep: Class 55 contains 3511 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14933 members 
Mstep: Class 58 contains 6089 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1918 members 
Mstep: Class 62 contains 14982 members 
Mstep: Class 63 contains 19471 members 
Mstep: Class 64 contains 5909 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1163 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20554 members 
Mstep: Class 70 contains 14803 members 
Mstep: Class 71 contains 18236 members 
Mstep: Class 72 contains 20394 members 
Mstep: Class 73 contains 1067 members 
Mstep: Class 74 contains 2189 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19205 members 
Mstep: Class 77 contains 1210 members 
Mstep: Class 78 contains 326 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941112.000000 Penalty: 170827.687500
Iteration 199Q: 80 clusters Score -8.594111e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17718 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 29665 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14334 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 1620 members 
Mstep: Class 12 contains 22114 members 
Mstep: Class 13 contains 7985 members 
Mstep: Class 14 contains 11107 members 
Mstep: Class 15 contains 5440 members 
Mstep: Class 16 contains 17506 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 21001 members 
Mstep: Class 22 contains 4158 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 9001 members 
Mstep: Class 25 contains 13383 members 
Mstep: Class 26 contains 7909 members 
Mstep: Class 27 contains 13025 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7412 members 
Mstep: Class 30 contains 8351 members 
Mstep: Class 31 contains 3766 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3027 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12797 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31428 members 
Mstep: Class 39 contains 1471 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 3455 members 
Mstep: Class 42 contains 3719 members 
Mstep: Class 43 contains 24116 members 
Mstep: Class 44 contains 15563 members 
Mstep: Class 45 contains 13397 members 
Mstep: Class 46 contains 3939 members 
Mstep: Class 47 contains 18039 members 
Mstep: Class 48 contains 2750 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 14235 members 
Mstep: Class 55 contains 3510 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14907 members 
Mstep: Class 58 contains 6089 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1918 members 
Mstep: Class 62 contains 14982 members 
Mstep: Class 63 contains 19480 members 
Mstep: Class 64 contains 5909 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1163 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20572 members 
Mstep: Class 70 contains 14798 members 
Mstep: Class 71 contains 18265 members 
Mstep: Class 72 contains 20394 members 
Mstep: Class 73 contains 1067 members 
Mstep: Class 74 contains 2189 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19208 members 
Mstep: Class 77 contains 1210 members 
Mstep: Class 78 contains 326 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941048.000000 Penalty: 170827.687500
Iteration 200F: 80 clusters Score -8.594105e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17726 members 
Mstep: Class 4 contains 1235 members 
Mstep: Class 5 contains 29665 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14333 members 
Mstep: Class 8 contains 185 members 
Mstep: Class 9 contains 11200 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 1620 members 
Mstep: Class 12 contains 22062 members 
Mstep: Class 13 contains 7979 members 
Mstep: Class 14 contains 11108 members 
Mstep: Class 15 contains 5444 members 
Mstep: Class 16 contains 17471 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 21002 members 
Mstep: Class 22 contains 4159 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8996 members 
Mstep: Class 25 contains 13382 members 
Mstep: Class 26 contains 7908 members 
Mstep: Class 27 contains 13019 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7412 members 
Mstep: Class 30 contains 8328 members 
Mstep: Class 31 contains 3766 members 
Mstep: Class 32 contains 1987 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12795 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31427 members 
Mstep: Class 39 contains 1471 members 
Mstep: Class 40 contains 185 members 
Mstep: Class 41 contains 3455 members 
Mstep: Class 42 contains 3718 members 
Mstep: Class 43 contains 24237 members 
Mstep: Class 44 contains 15574 members 
Mstep: Class 45 contains 13397 members 
Mstep: Class 46 contains 3940 members 
Mstep: Class 47 contains 18080 members 
Mstep: Class 48 contains 2750 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 772 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1355 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 14147 members 
Mstep: Class 55 contains 3509 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14886 members 
Mstep: Class 58 contains 6089 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1918 members 
Mstep: Class 62 contains 14980 members 
Mstep: Class 63 contains 19502 members 
Mstep: Class 64 contains 5909 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1163 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20591 members 
Mstep: Class 70 contains 14792 members 
Mstep: Class 71 contains 18282 members 
Mstep: Class 72 contains 20394 members 
Mstep: Class 73 contains 1067 members 
Mstep: Class 74 contains 2189 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19208 members 
Mstep: Class 77 contains 1210 members 
Mstep: Class 78 contains 326 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941424.000000 Penalty: 170827.687500
Iteration 201Q: 80 clusters Score -8.594142e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1411 members 
Mstep: Class 3 contains 17724 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 29666 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 195 members 
Mstep: Class 9 contains 11201 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 1618 members 
Mstep: Class 12 contains 21996 members 
Mstep: Class 13 contains 7982 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5448 members 
Mstep: Class 16 contains 17425 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1485 members 
Mstep: Class 21 contains 21000 members 
Mstep: Class 22 contains 4160 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8996 members 
Mstep: Class 25 contains 13380 members 
Mstep: Class 26 contains 7904 members 
Mstep: Class 27 contains 13029 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7412 members 
Mstep: Class 30 contains 8311 members 
Mstep: Class 31 contains 3767 members 
Mstep: Class 32 contains 1985 members 
Mstep: Class 33 contains 3027 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12786 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31426 members 
Mstep: Class 39 contains 1471 members 
Mstep: Class 40 contains 189 members 
Mstep: Class 41 contains 3455 members 
Mstep: Class 42 contains 3714 members 
Mstep: Class 43 contains 24347 members 
Mstep: Class 44 contains 15573 members 
Mstep: Class 45 contains 13397 members 
Mstep: Class 46 contains 3939 members 
Mstep: Class 47 contains 18118 members 
Mstep: Class 48 contains 2750 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 769 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1355 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 14078 members 
Mstep: Class 55 contains 3508 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14861 members 
Mstep: Class 58 contains 6089 members 
Mstep: Class 59 contains 4730 members 
Mstep: Class 60 contains 1179 members 
Mstep: Class 61 contains 1918 members 
Mstep: Class 62 contains 14978 members 
Mstep: Class 63 contains 19534 members 
Mstep: Class 64 contains 5909 members 
Mstep: Class 65 contains 1344 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1165 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20621 members 
Mstep: Class 70 contains 14794 members 
Mstep: Class 71 contains 18300 members 
Mstep: Class 72 contains 20394 members 
Mstep: Class 73 contains 1067 members 
Mstep: Class 74 contains 2189 members 
Mstep: Class 75 contains 2239 members 
Mstep: Class 76 contains 19212 members 
Mstep: Class 77 contains 1210 members 
Mstep: Class 78 contains 327 members 
Mstep: Class 79 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941648.000000 Penalty: 170827.687500
Iteration 202Q: 80 clusters Score -8.594165e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17729 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29667 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 11200 members 
Mstep: Class 10 contains 4848 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 12 contains 21927 members 
Mstep: Class 13 contains 7983 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5449 members 
Mstep: Class 16 contains 17379 members 
Mstep: Class 17 contains 1659 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1481 members 
Mstep: Class 21 contains 21000 members 
Mstep: Class 22 contains 4161 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8996 members 
Mstep: Class 25 contains 13380 members 
Mstep: Class 26 contains 7904 members 
Mstep: Class 27 contains 13035 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7411 members 
Mstep: Class 30 contains 8303 members 
Mstep: Class 31 contains 3768 members 
Mstep: Class 32 contains 1984 members 
Mstep: Class 33 contains 3026 members 
Mstep: Class 34 contains 1604 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12761 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31426 members 
Mstep: Class 39 contains 1471 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 3455 members 
Mstep: Class 42 contains 3712 members 
Mstep: Class 43 contains 24454 members 
Mstep: Class 44 contains 15585 members 
Mstep: Class 45 contains 13396 members 
Mstep: Class 46 contains 3941 members 
Mstep: Class 47 contains 18156 members 
Mstep: Class 48 contains 2750 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 766 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1355 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 14026 members 
Mstep: Class 55 contains 3508 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14839 members 
Mstep: Class 58 contains 6092 members 
Mstep: Class 59 contains 4729 members 
Mstep: Class 60 contains 1179 members 
Mstep: Class 61 contains 1918 members 
Mstep: Class 62 contains 14977 members 
Mstep: Class 63 contains 19549 members 
Mstep: Class 64 contains 5907 members 
Mstep: Class 65 contains 1344 members 
Mstep: Class 66 contains 1648 members 
Mstep: Class 67 contains 1164 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20641 members 
Mstep: Class 70 contains 14795 members 
Mstep: Class 71 contains 18323 members 
Mstep: Class 72 contains 20393 members 
Mstep: Class 73 contains 1068 members 
Mstep: Class 74 contains 2189 members 
Mstep: Class 75 contains 2240 members 
Mstep: Class 76 contains 19212 members 
Mstep: Class 77 contains 1210 members 
Mstep: Class 78 contains 326 members 
Mstep: Class 79 contains 2275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941632.000000 Penalty: 170827.687500
Iteration 203Q: 80 clusters Score -8.594163e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17723 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29667 members 
Mstep: Class 6 contains 1475 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 11201 members 
Mstep: Class 10 contains 4849 members 
Mstep: Class 11 contains 1616 members 
Mstep: Class 12 contains 21890 members 
Mstep: Class 13 contains 7987 members 
Mstep: Class 14 contains 11108 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 17343 members 
Mstep: Class 17 contains 1661 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 1475 members 
Mstep: Class 21 contains 21000 members 
Mstep: Class 22 contains 4162 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8993 members 
Mstep: Class 25 contains 13380 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 13029 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8297 members 
Mstep: Class 31 contains 3769 members 
Mstep: Class 32 contains 1983 members 
Mstep: Class 33 contains 3026 members 
Mstep: Class 34 contains 1608 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12745 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31426 members 
Mstep: Class 39 contains 1471 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3454 members 
Mstep: Class 42 contains 3710 members 
Mstep: Class 43 contains 24519 members 
Mstep: Class 44 contains 15595 members 
Mstep: Class 45 contains 13396 members 
Mstep: Class 46 contains 3941 members 
Mstep: Class 47 contains 18197 members 
Mstep: Class 48 contains 2750 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 13966 members 
Mstep: Class 55 contains 3505 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14818 members 
Mstep: Class 58 contains 6095 members 
Mstep: Class 59 contains 4728 members 
Mstep: Class 60 contains 1180 members 
Mstep: Class 61 contains 1918 members 
Mstep: Class 62 contains 14976 members 
Mstep: Class 63 contains 19556 members 
Mstep: Class 64 contains 5906 members 
Mstep: Class 65 contains 1344 members 
Mstep: Class 66 contains 1648 members 
Mstep: Class 67 contains 1164 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20689 members 
Mstep: Class 70 contains 14794 members 
Mstep: Class 71 contains 18342 members 
Mstep: Class 72 contains 20391 members 
Mstep: Class 73 contains 1068 members 
Mstep: Class 74 contains 2190 members 
Mstep: Class 75 contains 2240 members 
Mstep: Class 76 contains 19214 members 
Mstep: Class 77 contains 1211 members 
Mstep: Class 78 contains 327 members 
Mstep: Class 79 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941528.000000 Penalty: 170827.687500
Iteration 204Q: 80 clusters Score -8.594153e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17718 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29667 members 
Mstep: Class 6 contains 1475 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 11201 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 1616 members 
Mstep: Class 12 contains 21857 members 
Mstep: Class 13 contains 7992 members 
Mstep: Class 14 contains 11108 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 17312 members 
Mstep: Class 17 contains 1660 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20999 members 
Mstep: Class 22 contains 4164 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8992 members 
Mstep: Class 25 contains 13382 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 13038 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8292 members 
Mstep: Class 31 contains 3768 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1611 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12729 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31426 members 
Mstep: Class 39 contains 1471 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 24571 members 
Mstep: Class 44 contains 15605 members 
Mstep: Class 45 contains 13396 members 
Mstep: Class 46 contains 3941 members 
Mstep: Class 47 contains 18235 members 
Mstep: Class 48 contains 2751 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 13894 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14800 members 
Mstep: Class 58 contains 6097 members 
Mstep: Class 59 contains 4726 members 
Mstep: Class 60 contains 1181 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14974 members 
Mstep: Class 63 contains 19555 members 
Mstep: Class 64 contains 5907 members 
Mstep: Class 65 contains 1344 members 
Mstep: Class 66 contains 1648 members 
Mstep: Class 67 contains 1164 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20741 members 
Mstep: Class 70 contains 14795 members 
Mstep: Class 71 contains 18359 members 
Mstep: Class 72 contains 20392 members 
Mstep: Class 73 contains 1068 members 
Mstep: Class 74 contains 2191 members 
Mstep: Class 75 contains 2240 members 
Mstep: Class 76 contains 19214 members 
Mstep: Class 77 contains 1211 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941664.000000 Penalty: 170827.687500
Iteration 205Q: 80 clusters Score -8.594166e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17725 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29667 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 4849 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 21834 members 
Mstep: Class 13 contains 7990 members 
Mstep: Class 14 contains 11108 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 17292 members 
Mstep: Class 17 contains 1661 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 1471 members 
Mstep: Class 21 contains 20999 members 
Mstep: Class 22 contains 4167 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8992 members 
Mstep: Class 25 contains 13382 members 
Mstep: Class 26 contains 7901 members 
Mstep: Class 27 contains 13040 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8287 members 
Mstep: Class 31 contains 3769 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1617 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12718 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31426 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3450 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 24649 members 
Mstep: Class 44 contains 15607 members 
Mstep: Class 45 contains 13397 members 
Mstep: Class 46 contains 3941 members 
Mstep: Class 47 contains 18277 members 
Mstep: Class 48 contains 2751 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 13816 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14781 members 
Mstep: Class 58 contains 6097 members 
Mstep: Class 59 contains 4726 members 
Mstep: Class 60 contains 1181 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14974 members 
Mstep: Class 63 contains 19540 members 
Mstep: Class 64 contains 5907 members 
Mstep: Class 65 contains 1343 members 
Mstep: Class 66 contains 1649 members 
Mstep: Class 67 contains 1164 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20765 members 
Mstep: Class 70 contains 14794 members 
Mstep: Class 71 contains 18377 members 
Mstep: Class 72 contains 20392 members 
Mstep: Class 73 contains 1068 members 
Mstep: Class 74 contains 2191 members 
Mstep: Class 75 contains 2240 members 
Mstep: Class 76 contains 19214 members 
Mstep: Class 77 contains 1211 members 
Mstep: Class 78 contains 327 members 
Mstep: Class 79 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941648.000000 Penalty: 170827.687500
Iteration 206Q: 80 clusters Score -8.594165e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17730 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29666 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 4849 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 21793 members 
Mstep: Class 13 contains 7984 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 17275 members 
Mstep: Class 17 contains 1661 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 1471 members 
Mstep: Class 21 contains 20999 members 
Mstep: Class 22 contains 4167 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8989 members 
Mstep: Class 25 contains 13378 members 
Mstep: Class 26 contains 7904 members 
Mstep: Class 27 contains 13045 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8281 members 
Mstep: Class 31 contains 3768 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1622 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12701 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31426 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3449 members 
Mstep: Class 42 contains 3706 members 
Mstep: Class 43 contains 24719 members 
Mstep: Class 44 contains 15620 members 
Mstep: Class 45 contains 13398 members 
Mstep: Class 46 contains 3944 members 
Mstep: Class 47 contains 18308 members 
Mstep: Class 48 contains 2752 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1353 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 13758 members 
Mstep: Class 55 contains 3499 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14769 members 
Mstep: Class 58 contains 6098 members 
Mstep: Class 59 contains 4726 members 
Mstep: Class 60 contains 1181 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14974 members 
Mstep: Class 63 contains 19527 members 
Mstep: Class 64 contains 5906 members 
Mstep: Class 65 contains 1342 members 
Mstep: Class 66 contains 1649 members 
Mstep: Class 67 contains 1164 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20798 members 
Mstep: Class 70 contains 14791 members 
Mstep: Class 71 contains 18395 members 
Mstep: Class 72 contains 20392 members 
Mstep: Class 73 contains 1068 members 
Mstep: Class 74 contains 2191 members 
Mstep: Class 75 contains 2240 members 
Mstep: Class 76 contains 19215 members 
Mstep: Class 77 contains 1211 members 
Mstep: Class 78 contains 327 members 
Mstep: Class 79 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941584.000000 Penalty: 170827.687500
Iteration 207Q: 80 clusters Score -8.594158e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17733 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29665 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 4849 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 21749 members 
Mstep: Class 13 contains 7974 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 17254 members 
Mstep: Class 17 contains 1659 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20999 members 
Mstep: Class 22 contains 4167 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8988 members 
Mstep: Class 25 contains 13376 members 
Mstep: Class 26 contains 7908 members 
Mstep: Class 27 contains 13040 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8276 members 
Mstep: Class 31 contains 3765 members 
Mstep: Class 32 contains 1978 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1625 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12690 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31426 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3449 members 
Mstep: Class 42 contains 3706 members 
Mstep: Class 43 contains 24797 members 
Mstep: Class 44 contains 15626 members 
Mstep: Class 45 contains 13399 members 
Mstep: Class 46 contains 3945 members 
Mstep: Class 47 contains 18345 members 
Mstep: Class 48 contains 2753 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1354 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 13704 members 
Mstep: Class 55 contains 3499 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14752 members 
Mstep: Class 58 contains 6100 members 
Mstep: Class 59 contains 4726 members 
Mstep: Class 60 contains 1181 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14974 members 
Mstep: Class 63 contains 19514 members 
Mstep: Class 64 contains 5906 members 
Mstep: Class 65 contains 1342 members 
Mstep: Class 66 contains 1649 members 
Mstep: Class 67 contains 1164 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20833 members 
Mstep: Class 70 contains 14790 members 
Mstep: Class 71 contains 18414 members 
Mstep: Class 72 contains 20392 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2191 members 
Mstep: Class 75 contains 2240 members 
Mstep: Class 76 contains 19215 members 
Mstep: Class 77 contains 1211 members 
Mstep: Class 78 contains 327 members 
Mstep: Class 79 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941600.000000 Penalty: 170827.687500
Iteration 208Q: 80 clusters Score -8.59416e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17735 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29665 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 4849 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 21688 members 
Mstep: Class 13 contains 7963 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 17235 members 
Mstep: Class 17 contains 1659 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20998 members 
Mstep: Class 22 contains 4167 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8985 members 
Mstep: Class 25 contains 13375 members 
Mstep: Class 26 contains 7914 members 
Mstep: Class 27 contains 13036 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8276 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 1978 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1628 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12686 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31426 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3448 members 
Mstep: Class 42 contains 3704 members 
Mstep: Class 43 contains 24868 members 
Mstep: Class 44 contains 15629 members 
Mstep: Class 45 contains 13399 members 
Mstep: Class 46 contains 3948 members 
Mstep: Class 47 contains 18388 members 
Mstep: Class 48 contains 2754 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1353 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 13655 members 
Mstep: Class 55 contains 3499 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14737 members 
Mstep: Class 58 contains 6102 members 
Mstep: Class 59 contains 4726 members 
Mstep: Class 60 contains 1181 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14976 members 
Mstep: Class 63 contains 19503 members 
Mstep: Class 64 contains 5906 members 
Mstep: Class 65 contains 1342 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1164 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20884 members 
Mstep: Class 70 contains 14787 members 
Mstep: Class 71 contains 18416 members 
Mstep: Class 72 contains 20392 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2191 members 
Mstep: Class 75 contains 2240 members 
Mstep: Class 76 contains 19214 members 
Mstep: Class 77 contains 1211 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941424.000000 Penalty: 170827.687500
Iteration 209Q: 80 clusters Score -8.594142e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17734 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29665 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 11205 members 
Mstep: Class 10 contains 4849 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 21636 members 
Mstep: Class 13 contains 7965 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 17221 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20998 members 
Mstep: Class 22 contains 4167 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8980 members 
Mstep: Class 25 contains 13376 members 
Mstep: Class 26 contains 7914 members 
Mstep: Class 27 contains 13031 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8274 members 
Mstep: Class 31 contains 3761 members 
Mstep: Class 32 contains 1978 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1630 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12677 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31426 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3704 members 
Mstep: Class 43 contains 24935 members 
Mstep: Class 44 contains 15633 members 
Mstep: Class 45 contains 13399 members 
Mstep: Class 46 contains 3949 members 
Mstep: Class 47 contains 18426 members 
Mstep: Class 48 contains 2757 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1352 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 13603 members 
Mstep: Class 55 contains 3499 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14724 members 
Mstep: Class 58 contains 6102 members 
Mstep: Class 59 contains 4726 members 
Mstep: Class 60 contains 1181 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14976 members 
Mstep: Class 63 contains 19494 members 
Mstep: Class 64 contains 5905 members 
Mstep: Class 65 contains 1342 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1164 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 20932 members 
Mstep: Class 70 contains 14785 members 
Mstep: Class 71 contains 18415 members 
Mstep: Class 72 contains 20392 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2191 members 
Mstep: Class 75 contains 2240 members 
Mstep: Class 76 contains 19215 members 
Mstep: Class 77 contains 1211 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941624.000000 Penalty: 170827.687500
Iteration 210Q: 80 clusters Score -8.594162e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17725 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29665 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 11205 members 
Mstep: Class 10 contains 4848 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 21588 members 
Mstep: Class 13 contains 7965 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 17207 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20999 members 
Mstep: Class 22 contains 4167 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8981 members 
Mstep: Class 25 contains 13378 members 
Mstep: Class 26 contains 7911 members 
Mstep: Class 27 contains 13023 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7405 members 
Mstep: Class 30 contains 8273 members 
Mstep: Class 31 contains 3760 members 
Mstep: Class 32 contains 1978 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1629 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12670 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31426 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3447 members 
Mstep: Class 42 contains 3705 members 
Mstep: Class 43 contains 24962 members 
Mstep: Class 44 contains 15637 members 
Mstep: Class 45 contains 13399 members 
Mstep: Class 46 contains 3950 members 
Mstep: Class 47 contains 18457 members 
Mstep: Class 48 contains 2757 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1353 members 
Mstep: Class 53 contains 1622 members 
Mstep: Class 54 contains 13557 members 
Mstep: Class 55 contains 3498 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14714 members 
Mstep: Class 58 contains 6102 members 
Mstep: Class 59 contains 4726 members 
Mstep: Class 60 contains 1182 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14977 members 
Mstep: Class 63 contains 19488 members 
Mstep: Class 64 contains 5905 members 
Mstep: Class 65 contains 1342 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1164 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 21020 members 
Mstep: Class 70 contains 14784 members 
Mstep: Class 71 contains 18414 members 
Mstep: Class 72 contains 20391 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2191 members 
Mstep: Class 75 contains 2240 members 
Mstep: Class 76 contains 19215 members 
Mstep: Class 77 contains 1212 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941800.000000 Penalty: 170827.687500
Iteration 211Q: 80 clusters Score -8.59418e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17716 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29665 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 11205 members 
Mstep: Class 10 contains 4849 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 21550 members 
Mstep: Class 13 contains 7966 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 17195 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20997 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8979 members 
Mstep: Class 25 contains 13378 members 
Mstep: Class 26 contains 7910 members 
Mstep: Class 27 contains 13015 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7404 members 
Mstep: Class 30 contains 8272 members 
Mstep: Class 31 contains 3760 members 
Mstep: Class 32 contains 1978 members 
Mstep: Class 33 contains 3026 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12666 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31426 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3447 members 
Mstep: Class 42 contains 3706 members 
Mstep: Class 43 contains 25005 members 
Mstep: Class 44 contains 15638 members 
Mstep: Class 45 contains 13399 members 
Mstep: Class 46 contains 3952 members 
Mstep: Class 47 contains 18484 members 
Mstep: Class 48 contains 2755 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1352 members 
Mstep: Class 53 contains 1623 members 
Mstep: Class 54 contains 13495 members 
Mstep: Class 55 contains 3497 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14701 members 
Mstep: Class 58 contains 6101 members 
Mstep: Class 59 contains 4726 members 
Mstep: Class 60 contains 1182 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14976 members 
Mstep: Class 63 contains 19485 members 
Mstep: Class 64 contains 5906 members 
Mstep: Class 65 contains 1342 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1164 members 
Mstep: Class 68 contains 1139 members 
Mstep: Class 69 contains 21095 members 
Mstep: Class 70 contains 14784 members 
Mstep: Class 71 contains 18417 members 
Mstep: Class 72 contains 20392 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2191 members 
Mstep: Class 75 contains 2240 members 
Mstep: Class 76 contains 19216 members 
Mstep: Class 77 contains 1212 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941680.000000 Penalty: 170827.687500
Iteration 212Q: 80 clusters Score -8.594168e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17711 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29665 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 11205 members 
Mstep: Class 10 contains 4854 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 21479 members 
Mstep: Class 13 contains 7972 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 17185 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20995 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8979 members 
Mstep: Class 25 contains 13375 members 
Mstep: Class 26 contains 7914 members 
Mstep: Class 27 contains 13015 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7404 members 
Mstep: Class 30 contains 8270 members 
Mstep: Class 31 contains 3759 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12665 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31426 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3447 members 
Mstep: Class 42 contains 3705 members 
Mstep: Class 43 contains 25079 members 
Mstep: Class 44 contains 15634 members 
Mstep: Class 45 contains 13399 members 
Mstep: Class 46 contains 3954 members 
Mstep: Class 47 contains 18511 members 
Mstep: Class 48 contains 2755 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1351 members 
Mstep: Class 53 contains 1623 members 
Mstep: Class 54 contains 13433 members 
Mstep: Class 55 contains 3497 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14692 members 
Mstep: Class 58 contains 6097 members 
Mstep: Class 59 contains 4726 members 
Mstep: Class 60 contains 1182 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14975 members 
Mstep: Class 63 contains 19481 members 
Mstep: Class 64 contains 5907 members 
Mstep: Class 65 contains 1342 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1164 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 21153 members 
Mstep: Class 70 contains 14784 members 
Mstep: Class 71 contains 18414 members 
Mstep: Class 72 contains 20392 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2240 members 
Mstep: Class 76 contains 19217 members 
Mstep: Class 77 contains 1213 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941688.000000 Penalty: 170827.687500
Iteration 213Q: 80 clusters Score -8.594169e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17703 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29665 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 11204 members 
Mstep: Class 10 contains 4857 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 21397 members 
Mstep: Class 13 contains 7977 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 17181 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20993 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8980 members 
Mstep: Class 25 contains 13370 members 
Mstep: Class 26 contains 7910 members 
Mstep: Class 27 contains 13009 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7402 members 
Mstep: Class 30 contains 8269 members 
Mstep: Class 31 contains 3758 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 3027 members 
Mstep: Class 34 contains 1634 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12659 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31426 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3704 members 
Mstep: Class 43 contains 25157 members 
Mstep: Class 44 contains 15639 members 
Mstep: Class 45 contains 13399 members 
Mstep: Class 46 contains 3957 members 
Mstep: Class 47 contains 18544 members 
Mstep: Class 48 contains 2755 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1351 members 
Mstep: Class 53 contains 1623 members 
Mstep: Class 54 contains 13389 members 
Mstep: Class 55 contains 3496 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14679 members 
Mstep: Class 58 contains 6097 members 
Mstep: Class 59 contains 4726 members 
Mstep: Class 60 contains 1182 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14975 members 
Mstep: Class 63 contains 19469 members 
Mstep: Class 64 contains 5907 members 
Mstep: Class 65 contains 1342 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1162 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 21218 members 
Mstep: Class 70 contains 14783 members 
Mstep: Class 71 contains 18412 members 
Mstep: Class 72 contains 20392 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2240 members 
Mstep: Class 76 contains 19218 members 
Mstep: Class 77 contains 1213 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941552.000000 Penalty: 170827.687500
Iteration 214Q: 80 clusters Score -8.594155e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17702 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29665 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 11201 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 21337 members 
Mstep: Class 13 contains 7970 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 17175 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20990 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8982 members 
Mstep: Class 25 contains 13374 members 
Mstep: Class 26 contains 7910 members 
Mstep: Class 27 contains 13015 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7400 members 
Mstep: Class 30 contains 8268 members 
Mstep: Class 31 contains 3759 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 3027 members 
Mstep: Class 34 contains 1635 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12665 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31426 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3704 members 
Mstep: Class 43 contains 25189 members 
Mstep: Class 44 contains 15649 members 
Mstep: Class 45 contains 13399 members 
Mstep: Class 46 contains 3960 members 
Mstep: Class 47 contains 18562 members 
Mstep: Class 48 contains 2755 members 
Mstep: Class 49 contains 12696 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1351 members 
Mstep: Class 53 contains 1623 members 
Mstep: Class 54 contains 13337 members 
Mstep: Class 55 contains 3498 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14673 members 
Mstep: Class 58 contains 6095 members 
Mstep: Class 59 contains 4726 members 
Mstep: Class 60 contains 1182 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14974 members 
Mstep: Class 63 contains 19460 members 
Mstep: Class 64 contains 5907 members 
Mstep: Class 65 contains 1342 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 21279 members 
Mstep: Class 70 contains 14782 members 
Mstep: Class 71 contains 18415 members 
Mstep: Class 72 contains 20393 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2241 members 
Mstep: Class 76 contains 19219 members 
Mstep: Class 77 contains 1213 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941640.000000 Penalty: 170827.687500
Iteration 215Q: 80 clusters Score -8.594164e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17705 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29665 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 11201 members 
Mstep: Class 10 contains 4860 members 
Mstep: Class 11 contains 1616 members 
Mstep: Class 12 contains 21287 members 
Mstep: Class 13 contains 7974 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 17176 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20988 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8983 members 
Mstep: Class 25 contains 13377 members 
Mstep: Class 26 contains 7904 members 
Mstep: Class 27 contains 13010 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7399 members 
Mstep: Class 30 contains 8264 members 
Mstep: Class 31 contains 3760 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1635 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12669 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31426 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3703 members 
Mstep: Class 43 contains 25230 members 
Mstep: Class 44 contains 15636 members 
Mstep: Class 45 contains 13400 members 
Mstep: Class 46 contains 3962 members 
Mstep: Class 47 contains 18581 members 
Mstep: Class 48 contains 2755 members 
Mstep: Class 49 contains 12696 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1351 members 
Mstep: Class 53 contains 1623 members 
Mstep: Class 54 contains 13294 members 
Mstep: Class 55 contains 3498 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14671 members 
Mstep: Class 58 contains 6093 members 
Mstep: Class 59 contains 4726 members 
Mstep: Class 60 contains 1182 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14974 members 
Mstep: Class 63 contains 19449 members 
Mstep: Class 64 contains 5907 members 
Mstep: Class 65 contains 1342 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 21337 members 
Mstep: Class 70 contains 14780 members 
Mstep: Class 71 contains 18412 members 
Mstep: Class 72 contains 20395 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2241 members 
Mstep: Class 76 contains 19221 members 
Mstep: Class 77 contains 1213 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941872.000000 Penalty: 170827.687500
Iteration 216Q: 80 clusters Score -8.594187e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17706 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29664 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 11200 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 12 contains 21234 members 
Mstep: Class 13 contains 7984 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 17170 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20985 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8983 members 
Mstep: Class 25 contains 13382 members 
Mstep: Class 26 contains 7902 members 
Mstep: Class 27 contains 13010 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7398 members 
Mstep: Class 30 contains 8262 members 
Mstep: Class 31 contains 3761 members 
Mstep: Class 32 contains 1980 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1635 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12667 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31426 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3444 members 
Mstep: Class 42 contains 3702 members 
Mstep: Class 43 contains 25264 members 
Mstep: Class 44 contains 15637 members 
Mstep: Class 45 contains 13402 members 
Mstep: Class 46 contains 3966 members 
Mstep: Class 47 contains 18597 members 
Mstep: Class 48 contains 2755 members 
Mstep: Class 49 contains 12696 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1351 members 
Mstep: Class 53 contains 1623 members 
Mstep: Class 54 contains 13251 members 
Mstep: Class 55 contains 3499 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14667 members 
Mstep: Class 58 contains 6093 members 
Mstep: Class 59 contains 4726 members 
Mstep: Class 60 contains 1182 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14976 members 
Mstep: Class 63 contains 19441 members 
Mstep: Class 64 contains 5907 members 
Mstep: Class 65 contains 1343 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 21383 members 
Mstep: Class 70 contains 14776 members 
Mstep: Class 71 contains 18414 members 
Mstep: Class 72 contains 20398 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2241 members 
Mstep: Class 76 contains 19223 members 
Mstep: Class 77 contains 1213 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941896.000000 Penalty: 170827.687500
Iteration 217Q: 80 clusters Score -8.59419e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17697 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29664 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 11199 members 
Mstep: Class 10 contains 4858 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 12 contains 21207 members 
Mstep: Class 13 contains 7987 members 
Mstep: Class 14 contains 11108 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 17162 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20984 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8981 members 
Mstep: Class 25 contains 13387 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 13009 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7397 members 
Mstep: Class 30 contains 8262 members 
Mstep: Class 31 contains 3759 members 
Mstep: Class 32 contains 1980 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1635 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12667 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31425 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3443 members 
Mstep: Class 42 contains 3699 members 
Mstep: Class 43 contains 25291 members 
Mstep: Class 44 contains 15638 members 
Mstep: Class 45 contains 13402 members 
Mstep: Class 46 contains 3971 members 
Mstep: Class 47 contains 18613 members 
Mstep: Class 48 contains 2756 members 
Mstep: Class 49 contains 12696 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1351 members 
Mstep: Class 53 contains 1623 members 
Mstep: Class 54 contains 13206 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14661 members 
Mstep: Class 58 contains 6094 members 
Mstep: Class 59 contains 4726 members 
Mstep: Class 60 contains 1182 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14976 members 
Mstep: Class 63 contains 19436 members 
Mstep: Class 64 contains 5907 members 
Mstep: Class 65 contains 1344 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 21438 members 
Mstep: Class 70 contains 14773 members 
Mstep: Class 71 contains 18414 members 
Mstep: Class 72 contains 20398 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2240 members 
Mstep: Class 76 contains 19224 members 
Mstep: Class 77 contains 1213 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941856.000000 Penalty: 170827.687500
Iteration 218Q: 80 clusters Score -8.594186e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17696 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29665 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 4858 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 12 contains 21182 members 
Mstep: Class 13 contains 7992 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5451 members 
Mstep: Class 16 contains 17158 members 
Mstep: Class 17 contains 1659 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20979 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8980 members 
Mstep: Class 25 contains 13390 members 
Mstep: Class 26 contains 7901 members 
Mstep: Class 27 contains 13003 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7398 members 
Mstep: Class 30 contains 8261 members 
Mstep: Class 31 contains 3757 members 
Mstep: Class 32 contains 1980 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1635 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12657 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31423 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3444 members 
Mstep: Class 42 contains 3696 members 
Mstep: Class 43 contains 25326 members 
Mstep: Class 44 contains 15638 members 
Mstep: Class 45 contains 13403 members 
Mstep: Class 46 contains 3972 members 
Mstep: Class 47 contains 18628 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 12696 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1351 members 
Mstep: Class 53 contains 1623 members 
Mstep: Class 54 contains 13169 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14658 members 
Mstep: Class 58 contains 6093 members 
Mstep: Class 59 contains 4726 members 
Mstep: Class 60 contains 1182 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14975 members 
Mstep: Class 63 contains 19435 members 
Mstep: Class 64 contains 5906 members 
Mstep: Class 65 contains 1344 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 21480 members 
Mstep: Class 70 contains 14773 members 
Mstep: Class 71 contains 18408 members 
Mstep: Class 72 contains 20400 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2240 members 
Mstep: Class 76 contains 19224 members 
Mstep: Class 77 contains 1213 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941920.000000 Penalty: 170827.687500
Iteration 219Q: 80 clusters Score -8.594192e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17695 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29664 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 200 members 
Mstep: Class 9 contains 11197 members 
Mstep: Class 10 contains 4858 members 
Mstep: Class 11 contains 1620 members 
Mstep: Class 12 contains 21151 members 
Mstep: Class 13 contains 7999 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 17157 members 
Mstep: Class 17 contains 1660 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20974 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8975 members 
Mstep: Class 25 contains 13391 members 
Mstep: Class 26 contains 7901 members 
Mstep: Class 27 contains 12999 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7399 members 
Mstep: Class 30 contains 8257 members 
Mstep: Class 31 contains 3757 members 
Mstep: Class 32 contains 1980 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1635 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12654 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31421 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3444 members 
Mstep: Class 42 contains 3693 members 
Mstep: Class 43 contains 25352 members 
Mstep: Class 44 contains 15643 members 
Mstep: Class 45 contains 13406 members 
Mstep: Class 46 contains 3973 members 
Mstep: Class 47 contains 18639 members 
Mstep: Class 48 contains 2759 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1351 members 
Mstep: Class 53 contains 1623 members 
Mstep: Class 54 contains 13131 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14655 members 
Mstep: Class 58 contains 6092 members 
Mstep: Class 59 contains 4726 members 
Mstep: Class 60 contains 1182 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14975 members 
Mstep: Class 63 contains 19437 members 
Mstep: Class 64 contains 5906 members 
Mstep: Class 65 contains 1344 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 21522 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 18403 members 
Mstep: Class 72 contains 20403 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2241 members 
Mstep: Class 76 contains 19225 members 
Mstep: Class 77 contains 1213 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941896.000000 Penalty: 170827.687500
Iteration 220F: 80 clusters Score -8.59419e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17692 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29665 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 202 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 4858 members 
Mstep: Class 11 contains 1620 members 
Mstep: Class 12 contains 21119 members 
Mstep: Class 13 contains 8006 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5453 members 
Mstep: Class 16 contains 17161 members 
Mstep: Class 17 contains 1661 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 1471 members 
Mstep: Class 21 contains 20968 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8973 members 
Mstep: Class 25 contains 13390 members 
Mstep: Class 26 contains 7898 members 
Mstep: Class 27 contains 12999 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 7399 members 
Mstep: Class 30 contains 8250 members 
Mstep: Class 31 contains 3757 members 
Mstep: Class 32 contains 1980 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1635 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12650 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31419 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3443 members 
Mstep: Class 42 contains 3690 members 
Mstep: Class 43 contains 25380 members 
Mstep: Class 44 contains 15647 members 
Mstep: Class 45 contains 13408 members 
Mstep: Class 46 contains 3973 members 
Mstep: Class 47 contains 18649 members 
Mstep: Class 48 contains 2759 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1351 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 13098 members 
Mstep: Class 55 contains 3501 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14652 members 
Mstep: Class 58 contains 6091 members 
Mstep: Class 59 contains 4726 members 
Mstep: Class 60 contains 1182 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14977 members 
Mstep: Class 63 contains 19434 members 
Mstep: Class 64 contains 5906 members 
Mstep: Class 65 contains 1344 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 21563 members 
Mstep: Class 70 contains 14769 members 
Mstep: Class 71 contains 18401 members 
Mstep: Class 72 contains 20408 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 19228 members 
Mstep: Class 77 contains 1213 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942024.000000 Penalty: 170827.687500
Iteration 221Q: 80 clusters Score -8.594202e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17696 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29663 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 1620 members 
Mstep: Class 12 contains 21087 members 
Mstep: Class 13 contains 8011 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17163 members 
Mstep: Class 17 contains 1661 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20955 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8974 members 
Mstep: Class 25 contains 13393 members 
Mstep: Class 26 contains 7896 members 
Mstep: Class 27 contains 13009 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 7400 members 
Mstep: Class 30 contains 8245 members 
Mstep: Class 31 contains 3755 members 
Mstep: Class 32 contains 1980 members 
Mstep: Class 33 contains 3027 members 
Mstep: Class 34 contains 1634 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12641 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31419 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3443 members 
Mstep: Class 42 contains 3686 members 
Mstep: Class 43 contains 25375 members 
Mstep: Class 44 contains 15643 members 
Mstep: Class 45 contains 13411 members 
Mstep: Class 46 contains 3974 members 
Mstep: Class 47 contains 18670 members 
Mstep: Class 48 contains 2759 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 766 members 
Mstep: Class 51 contains 1603 members 
Mstep: Class 52 contains 1351 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 13062 members 
Mstep: Class 55 contains 3500 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14650 members 
Mstep: Class 58 contains 6090 members 
Mstep: Class 59 contains 4726 members 
Mstep: Class 60 contains 1182 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14977 members 
Mstep: Class 63 contains 19437 members 
Mstep: Class 64 contains 5906 members 
Mstep: Class 65 contains 1344 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 21628 members 
Mstep: Class 70 contains 14769 members 
Mstep: Class 71 contains 18385 members 
Mstep: Class 72 contains 20419 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 19230 members 
Mstep: Class 77 contains 1213 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941992.000000 Penalty: 170827.687500
Iteration 222Q: 80 clusters Score -8.594199e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17697 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29661 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 4857 members 
Mstep: Class 11 contains 1620 members 
Mstep: Class 12 contains 21065 members 
Mstep: Class 13 contains 8016 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17165 members 
Mstep: Class 17 contains 1661 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20940 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8976 members 
Mstep: Class 25 contains 13390 members 
Mstep: Class 26 contains 7899 members 
Mstep: Class 27 contains 13014 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7400 members 
Mstep: Class 30 contains 8241 members 
Mstep: Class 31 contains 3751 members 
Mstep: Class 32 contains 1980 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1634 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12641 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31419 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3685 members 
Mstep: Class 43 contains 25376 members 
Mstep: Class 44 contains 15641 members 
Mstep: Class 45 contains 13412 members 
Mstep: Class 46 contains 3976 members 
Mstep: Class 47 contains 18687 members 
Mstep: Class 48 contains 2759 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1604 members 
Mstep: Class 52 contains 1351 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 13022 members 
Mstep: Class 55 contains 3499 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14651 members 
Mstep: Class 58 contains 6093 members 
Mstep: Class 59 contains 4726 members 
Mstep: Class 60 contains 1182 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14976 members 
Mstep: Class 63 contains 19431 members 
Mstep: Class 64 contains 5906 members 
Mstep: Class 65 contains 1344 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 21678 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 18377 members 
Mstep: Class 72 contains 20430 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 19232 members 
Mstep: Class 77 contains 1213 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941960.000000 Penalty: 170827.687500
Iteration 223Q: 80 clusters Score -8.594196e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17702 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29660 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11199 members 
Mstep: Class 10 contains 4856 members 
Mstep: Class 11 contains 1620 members 
Mstep: Class 12 contains 21044 members 
Mstep: Class 13 contains 8024 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17167 members 
Mstep: Class 17 contains 1661 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20923 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8975 members 
Mstep: Class 25 contains 13385 members 
Mstep: Class 26 contains 7902 members 
Mstep: Class 27 contains 13002 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7400 members 
Mstep: Class 30 contains 8238 members 
Mstep: Class 31 contains 3745 members 
Mstep: Class 32 contains 1980 members 
Mstep: Class 33 contains 3027 members 
Mstep: Class 34 contains 1634 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12645 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31419 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3683 members 
Mstep: Class 43 contains 25401 members 
Mstep: Class 44 contains 15638 members 
Mstep: Class 45 contains 13413 members 
Mstep: Class 46 contains 3979 members 
Mstep: Class 47 contains 18712 members 
Mstep: Class 48 contains 2759 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1606 members 
Mstep: Class 52 contains 1351 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12987 members 
Mstep: Class 55 contains 3499 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14648 members 
Mstep: Class 58 contains 6099 members 
Mstep: Class 59 contains 4726 members 
Mstep: Class 60 contains 1182 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14974 members 
Mstep: Class 63 contains 19424 members 
Mstep: Class 64 contains 5905 members 
Mstep: Class 65 contains 1344 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 21711 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 18364 members 
Mstep: Class 72 contains 20443 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 19233 members 
Mstep: Class 77 contains 1213 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941992.000000 Penalty: 170827.687500
Iteration 224Q: 80 clusters Score -8.594199e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17699 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29660 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11201 members 
Mstep: Class 10 contains 4854 members 
Mstep: Class 11 contains 1621 members 
Mstep: Class 12 contains 21021 members 
Mstep: Class 13 contains 8035 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17168 members 
Mstep: Class 17 contains 1661 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20919 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8973 members 
Mstep: Class 25 contains 13383 members 
Mstep: Class 26 contains 7901 members 
Mstep: Class 27 contains 12999 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7400 members 
Mstep: Class 30 contains 8238 members 
Mstep: Class 31 contains 3740 members 
Mstep: Class 32 contains 1980 members 
Mstep: Class 33 contains 3027 members 
Mstep: Class 34 contains 1634 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12642 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31419 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3679 members 
Mstep: Class 43 contains 25423 members 
Mstep: Class 44 contains 15628 members 
Mstep: Class 45 contains 13413 members 
Mstep: Class 46 contains 3979 members 
Mstep: Class 47 contains 18725 members 
Mstep: Class 48 contains 2759 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1606 members 
Mstep: Class 52 contains 1351 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12954 members 
Mstep: Class 55 contains 3498 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14647 members 
Mstep: Class 58 contains 6104 members 
Mstep: Class 59 contains 4727 members 
Mstep: Class 60 contains 1182 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14972 members 
Mstep: Class 63 contains 19427 members 
Mstep: Class 64 contains 5905 members 
Mstep: Class 65 contains 1344 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 21758 members 
Mstep: Class 70 contains 14771 members 
Mstep: Class 71 contains 18350 members 
Mstep: Class 72 contains 20448 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 19234 members 
Mstep: Class 77 contains 1213 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942152.000000 Penalty: 170827.687500
Iteration 225Q: 80 clusters Score -8.594215e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17693 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29660 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11201 members 
Mstep: Class 10 contains 4851 members 
Mstep: Class 11 contains 1621 members 
Mstep: Class 12 contains 20999 members 
Mstep: Class 13 contains 8051 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17166 members 
Mstep: Class 17 contains 1662 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20915 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8973 members 
Mstep: Class 25 contains 13379 members 
Mstep: Class 26 contains 7898 members 
Mstep: Class 27 contains 12996 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7400 members 
Mstep: Class 30 contains 8234 members 
Mstep: Class 31 contains 3732 members 
Mstep: Class 32 contains 1980 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1634 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12639 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31419 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3678 members 
Mstep: Class 43 contains 25423 members 
Mstep: Class 44 contains 15621 members 
Mstep: Class 45 contains 13414 members 
Mstep: Class 46 contains 3979 members 
Mstep: Class 47 contains 18737 members 
Mstep: Class 48 contains 2759 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1607 members 
Mstep: Class 52 contains 1351 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12930 members 
Mstep: Class 55 contains 3496 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14647 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4727 members 
Mstep: Class 60 contains 1182 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14969 members 
Mstep: Class 63 contains 19433 members 
Mstep: Class 64 contains 5905 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 21814 members 
Mstep: Class 70 contains 14775 members 
Mstep: Class 71 contains 18339 members 
Mstep: Class 72 contains 20450 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 19234 members 
Mstep: Class 77 contains 1213 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942032.000000 Penalty: 170827.687500
Iteration 226Q: 80 clusters Score -8.594203e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17684 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29660 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11201 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 1620 members 
Mstep: Class 12 contains 20969 members 
Mstep: Class 13 contains 8058 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17159 members 
Mstep: Class 17 contains 1662 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20915 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8973 members 
Mstep: Class 25 contains 13378 members 
Mstep: Class 26 contains 7897 members 
Mstep: Class 27 contains 12994 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7401 members 
Mstep: Class 30 contains 8231 members 
Mstep: Class 31 contains 3728 members 
Mstep: Class 32 contains 1980 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1634 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12641 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31419 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3676 members 
Mstep: Class 43 contains 25428 members 
Mstep: Class 44 contains 15626 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3980 members 
Mstep: Class 47 contains 18748 members 
Mstep: Class 48 contains 2759 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1606 members 
Mstep: Class 52 contains 1351 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12915 members 
Mstep: Class 55 contains 3496 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14650 members 
Mstep: Class 58 contains 6114 members 
Mstep: Class 59 contains 4727 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19441 members 
Mstep: Class 64 contains 5904 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 21855 members 
Mstep: Class 70 contains 14779 members 
Mstep: Class 71 contains 18326 members 
Mstep: Class 72 contains 20448 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 19235 members 
Mstep: Class 77 contains 1213 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941904.000000 Penalty: 170827.687500
Iteration 227Q: 80 clusters Score -8.59419e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17674 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29660 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11200 members 
Mstep: Class 10 contains 4851 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20951 members 
Mstep: Class 13 contains 8064 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17154 members 
Mstep: Class 17 contains 1662 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20906 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8972 members 
Mstep: Class 25 contains 13376 members 
Mstep: Class 26 contains 7894 members 
Mstep: Class 27 contains 12981 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7400 members 
Mstep: Class 30 contains 8228 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1980 members 
Mstep: Class 33 contains 3026 members 
Mstep: Class 34 contains 1634 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12644 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31419 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3676 members 
Mstep: Class 43 contains 25440 members 
Mstep: Class 44 contains 15631 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3980 members 
Mstep: Class 47 contains 18768 members 
Mstep: Class 48 contains 2759 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1606 members 
Mstep: Class 52 contains 1351 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12898 members 
Mstep: Class 55 contains 3496 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14649 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4727 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19446 members 
Mstep: Class 64 contains 5904 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 21899 members 
Mstep: Class 70 contains 14782 members 
Mstep: Class 71 contains 18309 members 
Mstep: Class 72 contains 20453 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 19235 members 
Mstep: Class 77 contains 1213 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941984.000000 Penalty: 170827.687500
Iteration 228Q: 80 clusters Score -8.594198e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17663 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29660 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11199 members 
Mstep: Class 10 contains 4851 members 
Mstep: Class 11 contains 1620 members 
Mstep: Class 12 contains 20940 members 
Mstep: Class 13 contains 8078 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17154 members 
Mstep: Class 17 contains 1662 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20903 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8971 members 
Mstep: Class 25 contains 13384 members 
Mstep: Class 26 contains 7895 members 
Mstep: Class 27 contains 12970 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7401 members 
Mstep: Class 30 contains 8225 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1980 members 
Mstep: Class 33 contains 3026 members 
Mstep: Class 34 contains 1634 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12646 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31419 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3444 members 
Mstep: Class 42 contains 3675 members 
Mstep: Class 43 contains 25440 members 
Mstep: Class 44 contains 15626 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3982 members 
Mstep: Class 47 contains 18782 members 
Mstep: Class 48 contains 2759 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1606 members 
Mstep: Class 52 contains 1351 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12877 members 
Mstep: Class 55 contains 3495 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14647 members 
Mstep: Class 58 contains 6115 members 
Mstep: Class 59 contains 4727 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19448 members 
Mstep: Class 64 contains 5904 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 21942 members 
Mstep: Class 70 contains 14781 members 
Mstep: Class 71 contains 18297 members 
Mstep: Class 72 contains 20454 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 19235 members 
Mstep: Class 77 contains 1213 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941904.000000 Penalty: 170827.687500
Iteration 229Q: 80 clusters Score -8.59419e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17656 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29660 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11200 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 1618 members 
Mstep: Class 12 contains 20912 members 
Mstep: Class 13 contains 8091 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17152 members 
Mstep: Class 17 contains 1662 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20905 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8970 members 
Mstep: Class 25 contains 13387 members 
Mstep: Class 26 contains 7895 members 
Mstep: Class 27 contains 12962 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7401 members 
Mstep: Class 30 contains 8222 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1634 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12647 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31419 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3444 members 
Mstep: Class 42 contains 3676 members 
Mstep: Class 43 contains 25453 members 
Mstep: Class 44 contains 15628 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3984 members 
Mstep: Class 47 contains 18792 members 
Mstep: Class 48 contains 2759 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1607 members 
Mstep: Class 52 contains 1351 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12862 members 
Mstep: Class 55 contains 3495 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14646 members 
Mstep: Class 58 contains 6115 members 
Mstep: Class 59 contains 4727 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19450 members 
Mstep: Class 64 contains 5904 members 
Mstep: Class 65 contains 1346 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 21969 members 
Mstep: Class 70 contains 14779 members 
Mstep: Class 71 contains 18292 members 
Mstep: Class 72 contains 20451 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 19235 members 
Mstep: Class 77 contains 1213 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941896.000000 Penalty: 170827.687500
Iteration 230Q: 80 clusters Score -8.59419e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17649 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29660 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11200 members 
Mstep: Class 10 contains 4849 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 12 contains 20882 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17155 members 
Mstep: Class 17 contains 1662 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20898 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8969 members 
Mstep: Class 25 contains 13384 members 
Mstep: Class 26 contains 7893 members 
Mstep: Class 27 contains 12960 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7402 members 
Mstep: Class 30 contains 8217 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1983 members 
Mstep: Class 33 contains 3026 members 
Mstep: Class 34 contains 1634 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12649 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31419 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3443 members 
Mstep: Class 42 contains 3674 members 
Mstep: Class 43 contains 25471 members 
Mstep: Class 44 contains 15623 members 
Mstep: Class 45 contains 13416 members 
Mstep: Class 46 contains 3985 members 
Mstep: Class 47 contains 18810 members 
Mstep: Class 48 contains 2759 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1608 members 
Mstep: Class 52 contains 1352 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12847 members 
Mstep: Class 55 contains 3495 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14645 members 
Mstep: Class 58 contains 6115 members 
Mstep: Class 59 contains 4727 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19451 members 
Mstep: Class 64 contains 5904 members 
Mstep: Class 65 contains 1347 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 21993 members 
Mstep: Class 70 contains 14778 members 
Mstep: Class 71 contains 18275 members 
Mstep: Class 72 contains 20452 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 19235 members 
Mstep: Class 77 contains 1213 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941880.000000 Penalty: 170827.687500
Iteration 231Q: 80 clusters Score -8.594188e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17660 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29660 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11201 members 
Mstep: Class 10 contains 4848 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 12 contains 20860 members 
Mstep: Class 13 contains 8123 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17156 members 
Mstep: Class 17 contains 1662 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20895 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8969 members 
Mstep: Class 25 contains 13383 members 
Mstep: Class 26 contains 7891 members 
Mstep: Class 27 contains 12966 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7402 members 
Mstep: Class 30 contains 8213 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1984 members 
Mstep: Class 33 contains 3026 members 
Mstep: Class 34 contains 1636 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12648 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31419 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3443 members 
Mstep: Class 42 contains 3671 members 
Mstep: Class 43 contains 25481 members 
Mstep: Class 44 contains 15605 members 
Mstep: Class 45 contains 13416 members 
Mstep: Class 46 contains 3986 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 2759 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1608 members 
Mstep: Class 52 contains 1352 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12841 members 
Mstep: Class 55 contains 3493 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14644 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4727 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14969 members 
Mstep: Class 63 contains 19454 members 
Mstep: Class 64 contains 5904 members 
Mstep: Class 65 contains 1346 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22008 members 
Mstep: Class 70 contains 14776 members 
Mstep: Class 71 contains 18261 members 
Mstep: Class 72 contains 20454 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 19235 members 
Mstep: Class 77 contains 1213 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941800.000000 Penalty: 170827.687500
Iteration 232Q: 80 clusters Score -8.59418e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17657 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29660 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11201 members 
Mstep: Class 10 contains 4845 members 
Mstep: Class 11 contains 1618 members 
Mstep: Class 12 contains 20840 members 
Mstep: Class 13 contains 8127 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17154 members 
Mstep: Class 17 contains 1663 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20895 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8968 members 
Mstep: Class 25 contains 13386 members 
Mstep: Class 26 contains 7890 members 
Mstep: Class 27 contains 12964 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7401 members 
Mstep: Class 30 contains 8211 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1984 members 
Mstep: Class 33 contains 3026 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12651 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31419 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3441 members 
Mstep: Class 42 contains 3670 members 
Mstep: Class 43 contains 25499 members 
Mstep: Class 44 contains 15594 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3987 members 
Mstep: Class 47 contains 18843 members 
Mstep: Class 48 contains 2759 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1608 members 
Mstep: Class 52 contains 1351 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12838 members 
Mstep: Class 55 contains 3493 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14643 members 
Mstep: Class 58 contains 6117 members 
Mstep: Class 59 contains 4727 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14973 members 
Mstep: Class 63 contains 19462 members 
Mstep: Class 64 contains 5904 members 
Mstep: Class 65 contains 1346 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22021 members 
Mstep: Class 70 contains 14773 members 
Mstep: Class 71 contains 18242 members 
Mstep: Class 72 contains 20453 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 19235 members 
Mstep: Class 77 contains 1213 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941856.000000 Penalty: 170827.687500
Iteration 233Q: 80 clusters Score -8.594186e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17662 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29660 members 
Mstep: Class 6 contains 1477 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11201 members 
Mstep: Class 10 contains 4843 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20827 members 
Mstep: Class 13 contains 8132 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17149 members 
Mstep: Class 17 contains 1665 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20898 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8967 members 
Mstep: Class 25 contains 13386 members 
Mstep: Class 26 contains 7891 members 
Mstep: Class 27 contains 12961 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7401 members 
Mstep: Class 30 contains 8211 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1984 members 
Mstep: Class 33 contains 3026 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12650 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31420 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3441 members 
Mstep: Class 42 contains 3669 members 
Mstep: Class 43 contains 25507 members 
Mstep: Class 44 contains 15589 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3988 members 
Mstep: Class 47 contains 18860 members 
Mstep: Class 48 contains 2759 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1608 members 
Mstep: Class 52 contains 1350 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 12837 members 
Mstep: Class 55 contains 3492 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14642 members 
Mstep: Class 58 contains 6117 members 
Mstep: Class 59 contains 4727 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14972 members 
Mstep: Class 63 contains 19468 members 
Mstep: Class 64 contains 5904 members 
Mstep: Class 65 contains 1346 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1161 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22026 members 
Mstep: Class 70 contains 14771 members 
Mstep: Class 71 contains 18226 members 
Mstep: Class 72 contains 20451 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 19235 members 
Mstep: Class 77 contains 1214 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941936.000000 Penalty: 170827.687500
Iteration 234Q: 80 clusters Score -8.594194e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17659 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29661 members 
Mstep: Class 6 contains 1478 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11203 members 
Mstep: Class 10 contains 4842 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20801 members 
Mstep: Class 13 contains 8141 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17140 members 
Mstep: Class 17 contains 1665 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20900 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8967 members 
Mstep: Class 25 contains 13385 members 
Mstep: Class 26 contains 7891 members 
Mstep: Class 27 contains 12967 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7400 members 
Mstep: Class 30 contains 8211 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1984 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12649 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31419 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3441 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 25521 members 
Mstep: Class 44 contains 15592 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3989 members 
Mstep: Class 47 contains 18881 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1608 members 
Mstep: Class 52 contains 1349 members 
Mstep: Class 53 contains 1626 members 
Mstep: Class 54 contains 12841 members 
Mstep: Class 55 contains 3492 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14643 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4726 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14972 members 
Mstep: Class 63 contains 19475 members 
Mstep: Class 64 contains 5904 members 
Mstep: Class 65 contains 1346 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22025 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 18206 members 
Mstep: Class 72 contains 20451 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 19235 members 
Mstep: Class 77 contains 1216 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941840.000000 Penalty: 170827.687500
Iteration 235Q: 80 clusters Score -8.594184e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17656 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29661 members 
Mstep: Class 6 contains 1480 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11203 members 
Mstep: Class 10 contains 4840 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20789 members 
Mstep: Class 13 contains 8146 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17134 members 
Mstep: Class 17 contains 1665 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20903 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8966 members 
Mstep: Class 25 contains 13387 members 
Mstep: Class 26 contains 7893 members 
Mstep: Class 27 contains 12971 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7400 members 
Mstep: Class 30 contains 8211 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1984 members 
Mstep: Class 33 contains 3024 members 
Mstep: Class 34 contains 1636 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12648 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31419 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3440 members 
Mstep: Class 42 contains 3658 members 
Mstep: Class 43 contains 25521 members 
Mstep: Class 44 contains 15587 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 18894 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1608 members 
Mstep: Class 52 contains 1349 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 12842 members 
Mstep: Class 55 contains 3493 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14645 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4725 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14971 members 
Mstep: Class 63 contains 19477 members 
Mstep: Class 64 contains 5903 members 
Mstep: Class 65 contains 1346 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22041 members 
Mstep: Class 70 contains 14769 members 
Mstep: Class 71 contains 18196 members 
Mstep: Class 72 contains 20449 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 19235 members 
Mstep: Class 77 contains 1219 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941744.000000 Penalty: 170827.687500
Iteration 236Q: 80 clusters Score -8.594174e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17654 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29661 members 
Mstep: Class 6 contains 1482 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11203 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1618 members 
Mstep: Class 12 contains 20778 members 
Mstep: Class 13 contains 8152 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17130 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20906 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8966 members 
Mstep: Class 25 contains 13388 members 
Mstep: Class 26 contains 7894 members 
Mstep: Class 27 contains 12963 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7400 members 
Mstep: Class 30 contains 8211 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1984 members 
Mstep: Class 33 contains 3024 members 
Mstep: Class 34 contains 1637 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12645 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31419 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3439 members 
Mstep: Class 42 contains 3656 members 
Mstep: Class 43 contains 25526 members 
Mstep: Class 44 contains 15579 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 18905 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1608 members 
Mstep: Class 52 contains 1349 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 12842 members 
Mstep: Class 55 contains 3493 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14645 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4724 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14973 members 
Mstep: Class 63 contains 19478 members 
Mstep: Class 64 contains 5903 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22064 members 
Mstep: Class 70 contains 14769 members 
Mstep: Class 71 contains 18188 members 
Mstep: Class 72 contains 20444 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2241 members 
Mstep: Class 76 contains 19235 members 
Mstep: Class 77 contains 1220 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941840.000000 Penalty: 170827.687500
Iteration 237Q: 80 clusters Score -8.594184e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17656 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29661 members 
Mstep: Class 6 contains 1483 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11204 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 12 contains 20766 members 
Mstep: Class 13 contains 8167 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17125 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20902 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8965 members 
Mstep: Class 25 contains 13385 members 
Mstep: Class 26 contains 7893 members 
Mstep: Class 27 contains 12960 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7399 members 
Mstep: Class 30 contains 8211 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1983 members 
Mstep: Class 33 contains 3024 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12639 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31420 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3439 members 
Mstep: Class 42 contains 3651 members 
Mstep: Class 43 contains 25533 members 
Mstep: Class 44 contains 15577 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 18916 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1608 members 
Mstep: Class 52 contains 1349 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 12839 members 
Mstep: Class 55 contains 3493 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14644 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4725 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14974 members 
Mstep: Class 63 contains 19481 members 
Mstep: Class 64 contains 5903 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22078 members 
Mstep: Class 70 contains 14769 members 
Mstep: Class 71 contains 18180 members 
Mstep: Class 72 contains 20446 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2240 members 
Mstep: Class 76 contains 19236 members 
Mstep: Class 77 contains 1220 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941888.000000 Penalty: 170827.687500
Iteration 238Q: 80 clusters Score -8.594189e+07 nChanged 278
Entering ConstructFrom: 
Score: -85941888.000000 Penalty: 170827.687500
Entering ConstructFrom: 
Trying to split cluster 1 (1649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Entering Unmasked Estep 
Score: -195060.078125 Penalty: 1203.787720
	Iteration 0F: 2 clusters Score -195060.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -193311.171875 Penalty: 2407.575439
	Iteration 0F: 3 clusters Score -193311.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -193885.281250 Penalty: 2407.575439
	Iteration 1F: 3 clusters Score -193885.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -194134.781250 Penalty: 2407.575439
	Iteration 2F: 3 clusters Score -194134.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -194411.218750 Penalty: 2407.575439
	Iteration 3F: 3 clusters Score -194411.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -194710.078125 Penalty: 2407.575439
	Iteration 4F: 3 clusters Score -194710.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -194903.031250 Penalty: 2407.575439
	Iteration 5F: 3 clusters Score -194903 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -195029.375000 Penalty: 2407.575439
	Iteration 6Q: 3 clusters Score -195029.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -195104.015625 Penalty: 2407.575439
	Iteration 7Q: 3 clusters Score -195104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -195131.687500 Penalty: 2407.575439
	Iteration 8Q: 3 clusters Score -195131.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -195150.656250 Penalty: 2407.575439
	Iteration 9Q: 3 clusters Score -195150.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -195159.812500 Penalty: 2407.575439
	Iteration 10Q: 3 clusters Score -195159.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -195163.125000 Penalty: 2407.575439
	Iteration 11Q: 3 clusters Score -195163.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -195166.812500 Penalty: 2407.575439
	Iteration 12Q: 3 clusters Score -195166.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -195166.812500 Penalty: 2407.575439
	Iteration 13F: 3 clusters Score -195166.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17659 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29661 members 
Mstep: Class 6 contains 1486 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11204 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 12 contains 20759 members 
Mstep: Class 13 contains 8181 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20904 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8965 members 
Mstep: Class 25 contains 13379 members 
Mstep: Class 26 contains 7893 members 
Mstep: Class 27 contains 12961 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7401 members 
Mstep: Class 30 contains 8211 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1983 members 
Mstep: Class 33 contains 3024 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12630 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31420 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3439 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 25535 members 
Mstep: Class 44 contains 15565 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 18936 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1608 members 
Mstep: Class 52 contains 1349 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 12828 members 
Mstep: Class 55 contains 3493 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14642 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4722 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14976 members 
Mstep: Class 63 contains 19486 members 
Mstep: Class 64 contains 5903 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22101 members 
Mstep: Class 70 contains 14771 members 
Mstep: Class 71 contains 18163 members 
Mstep: Class 72 contains 20439 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2240 members 
Mstep: Class 76 contains 19237 members 
Mstep: Class 77 contains 1220 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2273 members 
Mstep: Class 80 contains 1038 members 
Entering Unmasked Estep 
Score: -85940744.000000 Penalty: 172990.062500
Splitting cluster 1 changes total score from -85941888.000000 to -85940744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -179390.609375 Penalty: 1178.343628
	Iteration 0F: 2 clusters Score -179390.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -177713.390625 Penalty: 2356.687256
	Iteration 0F: 3 clusters Score -177713.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -178211.437500 Penalty: 2356.687256
	Iteration 1F: 3 clusters Score -178211.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -178401.203125 Penalty: 2356.687256
	Iteration 2F: 3 clusters Score -178401.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -178496.078125 Penalty: 2356.687256
	Iteration 3F: 3 clusters Score -178496.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -178615.250000 Penalty: 2356.687256
	Iteration 4Q: 3 clusters Score -178615.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -178722.406250 Penalty: 2356.687256
	Iteration 5F: 3 clusters Score -178722.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -178845.656250 Penalty: 2356.687256
	Iteration 6Q: 3 clusters Score -178845.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -178966.500000 Penalty: 2356.687256
	Iteration 7Q: 3 clusters Score -178966.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -179069.328125 Penalty: 2356.687256
	Iteration 8Q: 3 clusters Score -179069.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -179165.000000 Penalty: 2356.687256
	Iteration 9Q: 3 clusters Score -179165 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -179234.796875 Penalty: 2356.687256
	Iteration 10Q: 3 clusters Score -179234.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -179294.218750 Penalty: 2356.687256
	Iteration 11Q: 3 clusters Score -179294.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -179324.546875 Penalty: 2356.687256
	Iteration 12Q: 3 clusters Score -179324.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -179349.796875 Penalty: 2356.687256
	Iteration 13Q: 3 clusters Score -179349.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -179369.484375 Penalty: 2356.687256
	Iteration 14Q: 3 clusters Score -179369.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -179379.562500 Penalty: 2356.687256
	Iteration 15Q: 3 clusters Score -179379.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -179383.843750 Penalty: 2356.687256
	Iteration 16Q: 3 clusters Score -179383.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -179386.015625 Penalty: 2356.687256
	Iteration 17Q: 3 clusters Score -179386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -179388.984375 Penalty: 2356.687256
	Iteration 18Q: 3 clusters Score -179389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -179395.703125 Penalty: 2356.687256
	Iteration 19Q: 3 clusters Score -179395.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -179403.062500 Penalty: 2356.687256
	Iteration 20F: 3 clusters Score -179403.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -179414.140625 Penalty: 2356.687256
	Iteration 21Q: 3 clusters Score -179414.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -179419.656250 Penalty: 2356.687256
	Iteration 22Q: 3 clusters Score -179419.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -179420.718750 Penalty: 2356.687256
	Iteration 23Q: 3 clusters Score -179420.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -179422.687500 Penalty: 2356.687256
	Iteration 24Q: 3 clusters Score -179422.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -179424.687500 Penalty: 2356.687256
	Iteration 25Q: 3 clusters Score -179424.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -179425.015625 Penalty: 2356.687256
	Iteration 26Q: 3 clusters Score -179425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -179425.015625 Penalty: 2356.687256
	Iteration 27F: 3 clusters Score -179425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 818 members 
Mstep: Class 3 contains 17659 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29661 members 
Mstep: Class 6 contains 1486 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11204 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 12 contains 20759 members 
Mstep: Class 13 contains 8181 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20904 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8965 members 
Mstep: Class 25 contains 13379 members 
Mstep: Class 26 contains 7893 members 
Mstep: Class 27 contains 12961 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7401 members 
Mstep: Class 30 contains 8211 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1983 members 
Mstep: Class 33 contains 3024 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12630 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31420 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3439 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 25535 members 
Mstep: Class 44 contains 15565 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 18936 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1608 members 
Mstep: Class 52 contains 1349 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 12828 members 
Mstep: Class 55 contains 3493 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14642 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4722 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14976 members 
Mstep: Class 63 contains 19486 members 
Mstep: Class 64 contains 5903 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22101 members 
Mstep: Class 70 contains 14771 members 
Mstep: Class 71 contains 18163 members 
Mstep: Class 72 contains 20439 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2240 members 
Mstep: Class 76 contains 19237 members 
Mstep: Class 77 contains 1220 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2273 members 
Mstep: Class 80 contains 592 members 
Entering Unmasked Estep 
Score: -85940992.000000 Penalty: 172990.062500
Splitting cluster 2 changes total score from -85941888.000000 to -85940992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (17659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Entering Unmasked Estep 
Score: -2674667.000000 Penalty: 1589.087646
	Iteration 0F: 2 clusters Score -2674667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2662879.500000 Penalty: 3178.175293
	Iteration 0F: 3 clusters Score -2662880 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2667141.750000 Penalty: 3178.175293
	Iteration 1F: 3 clusters Score -2667142 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2667464.250000 Penalty: 3178.175293
	Iteration 2F: 3 clusters Score -2667464 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2667757.750000 Penalty: 3178.175293
	Iteration 3Q: 3 clusters Score -2667758 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2668034.750000 Penalty: 3178.175293
	Iteration 4Q: 3 clusters Score -2668035 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2668280.750000 Penalty: 3178.175293
	Iteration 5Q: 3 clusters Score -2668281 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2668546.000000 Penalty: 3178.175293
	Iteration 6Q: 3 clusters Score -2668546 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2668818.500000 Penalty: 3178.175293
	Iteration 7Q: 3 clusters Score -2668818 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2669053.250000 Penalty: 3178.175293
	Iteration 8Q: 3 clusters Score -2669053 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2669268.500000 Penalty: 3178.175293
	Iteration 9Q: 3 clusters Score -2669268 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2669467.750000 Penalty: 3178.175293
	Iteration 10Q: 3 clusters Score -2669468 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2669664.500000 Penalty: 3178.175293
	Iteration 11Q: 3 clusters Score -2669664 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2669821.000000 Penalty: 3178.175293
	Iteration 12Q: 3 clusters Score -2669821 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2669981.000000 Penalty: 3178.175293
	Iteration 13Q: 3 clusters Score -2669981 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2670124.500000 Penalty: 3178.175293
	Iteration 14Q: 3 clusters Score -2670124 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2670253.250000 Penalty: 3178.175293
	Iteration 15Q: 3 clusters Score -2670253 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2670378.500000 Penalty: 3178.175293
	Iteration 16Q: 3 clusters Score -2670378 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2670487.500000 Penalty: 3178.175293
	Iteration 17Q: 3 clusters Score -2670488 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2670585.750000 Penalty: 3178.175293
	Iteration 18Q: 3 clusters Score -2670586 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2670702.000000 Penalty: 3178.175293
	Iteration 19Q: 3 clusters Score -2670702 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2670793.500000 Penalty: 3178.175293
	Iteration 20F: 3 clusters Score -2670794 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2670905.250000 Penalty: 3178.175293
	Iteration 21Q: 3 clusters Score -2670905 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2670992.000000 Penalty: 3178.175293
	Iteration 22Q: 3 clusters Score -2670992 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2671070.500000 Penalty: 3178.175293
	Iteration 23Q: 3 clusters Score -2671070 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2671166.000000 Penalty: 3178.175293
	Iteration 24Q: 3 clusters Score -2671166 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2671239.500000 Penalty: 3178.175293
	Iteration 25Q: 3 clusters Score -2671240 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2671310.750000 Penalty: 3178.175293
	Iteration 26Q: 3 clusters Score -2671311 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2671387.250000 Penalty: 3178.175293
	Iteration 27Q: 3 clusters Score -2671387 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2671511.750000 Penalty: 3178.175293
	Iteration 28Q: 3 clusters Score -2671512 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2671622.750000 Penalty: 3178.175293
	Iteration 29Q: 3 clusters Score -2671623 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2671749.500000 Penalty: 3178.175293
	Iteration 30Q: 3 clusters Score -2671750 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2671877.250000 Penalty: 3178.175293
	Iteration 31Q: 3 clusters Score -2671877 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2672029.500000 Penalty: 3178.175293
	Iteration 32Q: 3 clusters Score -2672030 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2672160.500000 Penalty: 3178.175293
	Iteration 33Q: 3 clusters Score -2672160 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2672307.250000 Penalty: 3178.175293
	Iteration 34Q: 3 clusters Score -2672307 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2672446.750000 Penalty: 3178.175293
	Iteration 35Q: 3 clusters Score -2672447 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2672599.750000 Penalty: 3178.175293
	Iteration 36Q: 3 clusters Score -2672600 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2672726.500000 Penalty: 3178.175293
	Iteration 37Q: 3 clusters Score -2672726 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2672843.500000 Penalty: 3178.175293
	Iteration 38Q: 3 clusters Score -2672844 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2672940.250000 Penalty: 3178.175293
	Iteration 39Q: 3 clusters Score -2672940 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2673037.500000 Penalty: 3178.175293
	Iteration 40F: 3 clusters Score -2673038 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2673125.750000 Penalty: 3178.175293
	Iteration 41Q: 3 clusters Score -2673126 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2673201.750000 Penalty: 3178.175293
	Iteration 42Q: 3 clusters Score -2673202 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2673248.250000 Penalty: 3178.175293
	Iteration 43Q: 3 clusters Score -2673248 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2673279.500000 Penalty: 3178.175293
	Iteration 44Q: 3 clusters Score -2673280 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2673312.250000 Penalty: 3178.175293
	Iteration 45Q: 3 clusters Score -2673312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2673332.500000 Penalty: 3178.175293
	Iteration 46Q: 3 clusters Score -2673332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2673362.000000 Penalty: 3178.175293
	Iteration 47Q: 3 clusters Score -2673362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2673381.000000 Penalty: 3178.175293
	Iteration 48Q: 3 clusters Score -2673381 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2673393.000000 Penalty: 3178.175293
	Iteration 49Q: 3 clusters Score -2673393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2673407.500000 Penalty: 3178.175293
	Iteration 50Q: 3 clusters Score -2673408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2673414.750000 Penalty: 3178.175293
	Iteration 51Q: 3 clusters Score -2673415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2673424.250000 Penalty: 3178.175293
	Iteration 52Q: 3 clusters Score -2673424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2673430.750000 Penalty: 3178.175293
	Iteration 53Q: 3 clusters Score -2673431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2673434.250000 Penalty: 3178.175293
	Iteration 54Q: 3 clusters Score -2673434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2673436.000000 Penalty: 3178.175293
	Iteration 55Q: 3 clusters Score -2673436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2673441.250000 Penalty: 3178.175293
	Iteration 56Q: 3 clusters Score -2673441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2673441.500000 Penalty: 3178.175293
	Iteration 57Q: 3 clusters Score -2673442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2673444.000000 Penalty: 3178.175293
	Iteration 58Q: 3 clusters Score -2673444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2673446.000000 Penalty: 3178.175293
	Iteration 59Q: 3 clusters Score -2673446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2673446.750000 Penalty: 3178.175293
	Iteration 60F: 3 clusters Score -2673447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2673448.250000 Penalty: 3178.175293
	Iteration 61Q: 3 clusters Score -2673448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2673447.250000 Penalty: 3178.175293
	Iteration 62Q: 3 clusters Score -2673447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2673448.000000 Penalty: 3178.175293
	Iteration 63Q: 3 clusters Score -2673448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2673448.000000 Penalty: 3178.175293
	Iteration 64F: 3 clusters Score -2673448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -147443.421875 Penalty: 1156.017822
	Iteration 0F: 2 clusters Score -147443.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -145868.593750 Penalty: 2312.035645
	Iteration 0F: 3 clusters Score -145868.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -146208.312500 Penalty: 2312.035645
	Iteration 1F: 3 clusters Score -146208.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -146323.718750 Penalty: 2312.035645
	Iteration 2F: 3 clusters Score -146323.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -146456.093750 Penalty: 2312.035645
	Iteration 3F: 3 clusters Score -146456.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -146627.515625 Penalty: 2312.035645
	Iteration 4F: 3 clusters Score -146627.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -146852.687500 Penalty: 2312.035645
	Iteration 5F: 3 clusters Score -146852.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -147116.593750 Penalty: 2312.035645
	Iteration 6F: 3 clusters Score -147116.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -147260.062500 Penalty: 2312.035645
	Iteration 7F: 3 clusters Score -147260.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -147328.078125 Penalty: 2312.035645
	Iteration 8Q: 3 clusters Score -147328.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -147374.375000 Penalty: 2312.035645
	Iteration 9Q: 3 clusters Score -147374.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -147395.125000 Penalty: 2312.035645
	Iteration 10Q: 3 clusters Score -147395.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -147415.546875 Penalty: 2312.035645
	Iteration 11Q: 3 clusters Score -147415.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -147426.593750 Penalty: 2312.035645
	Iteration 12Q: 3 clusters Score -147426.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -147439.468750 Penalty: 2312.035645
	Iteration 13Q: 3 clusters Score -147439.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -147446.281250 Penalty: 2312.035645
	Iteration 14Q: 3 clusters Score -147446.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -147450.171875 Penalty: 2312.035645
	Iteration 15Q: 3 clusters Score -147450.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -147455.703125 Penalty: 2312.035645
	Iteration 16Q: 3 clusters Score -147455.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -147461.843750 Penalty: 2312.035645
	Iteration 17Q: 3 clusters Score -147461.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -147463.640625 Penalty: 2312.035645
	Iteration 18Q: 3 clusters Score -147463.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -147464.687500 Penalty: 2312.035645
	Iteration 19Q: 3 clusters Score -147464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -147465.968750 Penalty: 2312.035645
	Iteration 20F: 3 clusters Score -147466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17659 members 
Mstep: Class 4 contains 693 members 
Mstep: Class 5 contains 29661 members 
Mstep: Class 6 contains 1486 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11204 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 12 contains 20759 members 
Mstep: Class 13 contains 8181 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20904 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8965 members 
Mstep: Class 25 contains 13379 members 
Mstep: Class 26 contains 7893 members 
Mstep: Class 27 contains 12961 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7401 members 
Mstep: Class 30 contains 8211 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1983 members 
Mstep: Class 33 contains 3024 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12630 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31420 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3439 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 25535 members 
Mstep: Class 44 contains 15565 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 18936 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1608 members 
Mstep: Class 52 contains 1349 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 12828 members 
Mstep: Class 55 contains 3493 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14642 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4722 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14976 members 
Mstep: Class 63 contains 19486 members 
Mstep: Class 64 contains 5903 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22101 members 
Mstep: Class 70 contains 14771 members 
Mstep: Class 71 contains 18163 members 
Mstep: Class 72 contains 20439 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2240 members 
Mstep: Class 76 contains 19237 members 
Mstep: Class 77 contains 1220 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2273 members 
Mstep: Class 80 contains 536 members 
Entering Unmasked Estep 
Score: -85940808.000000 Penalty: 172990.062500
Splitting cluster 4 changes total score from -85941888.000000 to -85940808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (29661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Entering Unmasked Estep 
Score: -4522480.500000 Penalty: 1673.358154
	Iteration 0F: 2 clusters Score -4522480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -4505570.500000 Penalty: 3346.716309
	Iteration 0F: 3 clusters Score -4505570 nChanged 13683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -4512998.500000 Penalty: 3346.716309
	Iteration 1F: 3 clusters Score -4512998 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -4513520.500000 Penalty: 3346.716309
	Iteration 2F: 3 clusters Score -4513520 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -4514112.500000 Penalty: 3346.716309
	Iteration 3F: 3 clusters Score -4514112 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -4514742.000000 Penalty: 3346.716309
	Iteration 4F: 3 clusters Score -4514742 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -4515314.000000 Penalty: 3346.716309
	Iteration 5F: 3 clusters Score -4515314 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -4515797.500000 Penalty: 3346.716309
	Iteration 6F: 3 clusters Score -4515798 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -4516282.000000 Penalty: 3346.716309
	Iteration 7F: 3 clusters Score -4516282 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -4516834.000000 Penalty: 3346.716309
	Iteration 8Q: 3 clusters Score -4516834 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -4517368.000000 Penalty: 3346.716309
	Iteration 9Q: 3 clusters Score -4517368 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -4517897.000000 Penalty: 3346.716309
	Iteration 10Q: 3 clusters Score -4517897 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -4518304.500000 Penalty: 3346.716309
	Iteration 11Q: 3 clusters Score -4518304 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -4518543.500000 Penalty: 3346.716309
	Iteration 12Q: 3 clusters Score -4518544 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -4518709.500000 Penalty: 3346.716309
	Iteration 13Q: 3 clusters Score -4518710 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -4518819.500000 Penalty: 3346.716309
	Iteration 14Q: 3 clusters Score -4518820 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -4518943.000000 Penalty: 3346.716309
	Iteration 15Q: 3 clusters Score -4518943 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -4519071.000000 Penalty: 3346.716309
	Iteration 16Q: 3 clusters Score -4519071 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -4519182.000000 Penalty: 3346.716309
	Iteration 17Q: 3 clusters Score -4519182 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -4519265.000000 Penalty: 3346.716309
	Iteration 18Q: 3 clusters Score -4519265 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -4519360.500000 Penalty: 3346.716309
	Iteration 19Q: 3 clusters Score -4519360 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -4519488.500000 Penalty: 3346.716309
	Iteration 20F: 3 clusters Score -4519488 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -4519599.000000 Penalty: 3346.716309
	Iteration 21Q: 3 clusters Score -4519599 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -4519724.000000 Penalty: 3346.716309
	Iteration 22Q: 3 clusters Score -4519724 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -4519862.000000 Penalty: 3346.716309
	Iteration 23Q: 3 clusters Score -4519862 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -4520009.500000 Penalty: 3346.716309
	Iteration 24Q: 3 clusters Score -4520010 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -4520171.000000 Penalty: 3346.716309
	Iteration 25Q: 3 clusters Score -4520171 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -4520367.000000 Penalty: 3346.716309
	Iteration 26Q: 3 clusters Score -4520367 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -4520573.500000 Penalty: 3346.716309
	Iteration 27Q: 3 clusters Score -4520574 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -4520807.000000 Penalty: 3346.716309
	Iteration 28Q: 3 clusters Score -4520807 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -4521033.000000 Penalty: 3346.716309
	Iteration 29Q: 3 clusters Score -4521033 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -4521255.500000 Penalty: 3346.716309
	Iteration 30Q: 3 clusters Score -4521256 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -4521457.500000 Penalty: 3346.716309
	Iteration 31Q: 3 clusters Score -4521458 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -4521617.000000 Penalty: 3346.716309
	Iteration 32Q: 3 clusters Score -4521617 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -4521765.500000 Penalty: 3346.716309
	Iteration 33Q: 3 clusters Score -4521766 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -4521885.500000 Penalty: 3346.716309
	Iteration 34Q: 3 clusters Score -4521886 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -4522000.000000 Penalty: 3346.716309
	Iteration 35Q: 3 clusters Score -4522000 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -4522099.500000 Penalty: 3346.716309
	Iteration 36Q: 3 clusters Score -4522100 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -4522177.000000 Penalty: 3346.716309
	Iteration 37Q: 3 clusters Score -4522177 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -4522243.000000 Penalty: 3346.716309
	Iteration 38Q: 3 clusters Score -4522243 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -4522297.500000 Penalty: 3346.716309
	Iteration 39Q: 3 clusters Score -4522298 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -4522334.000000 Penalty: 3346.716309
	Iteration 40F: 3 clusters Score -4522334 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -4522375.000000 Penalty: 3346.716309
	Iteration 41Q: 3 clusters Score -4522375 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -4522417.500000 Penalty: 3346.716309
	Iteration 42Q: 3 clusters Score -4522418 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -4522451.500000 Penalty: 3346.716309
	Iteration 43Q: 3 clusters Score -4522452 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -4522499.500000 Penalty: 3346.716309
	Iteration 44Q: 3 clusters Score -4522500 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -4522515.000000 Penalty: 3346.716309
	Iteration 45Q: 3 clusters Score -4522515 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -4522542.500000 Penalty: 3346.716309
	Iteration 46Q: 3 clusters Score -4522542 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -4522585.500000 Penalty: 3346.716309
	Iteration 47Q: 3 clusters Score -4522586 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -4522608.500000 Penalty: 3346.716309
	Iteration 48Q: 3 clusters Score -4522608 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -4522635.500000 Penalty: 3346.716309
	Iteration 49Q: 3 clusters Score -4522636 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -4522661.000000 Penalty: 3346.716309
	Iteration 50Q: 3 clusters Score -4522661 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -4522682.500000 Penalty: 3346.716309
	Iteration 51Q: 3 clusters Score -4522682 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -4522707.500000 Penalty: 3346.716309
	Iteration 52Q: 3 clusters Score -4522708 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -4522713.000000 Penalty: 3346.716309
	Iteration 53Q: 3 clusters Score -4522713 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -4522703.500000 Penalty: 3346.716309
	Iteration 54Q: 3 clusters Score -4522704 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -4522697.000000 Penalty: 3346.716309
	Iteration 55Q: 3 clusters Score -4522697 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -4522643.000000 Penalty: 3346.716309
	Iteration 56Q: 3 clusters Score -4522643 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -4522618.000000 Penalty: 3346.716309
	Iteration 57Q: 3 clusters Score -4522618 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -4522597.000000 Penalty: 3346.716309
	Iteration 58Q: 3 clusters Score -4522597 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -4522586.000000 Penalty: 3346.716309
	Iteration 59Q: 3 clusters Score -4522586 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -4522542.000000 Penalty: 3346.716309
	Iteration 60F: 3 clusters Score -4522542 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -4522503.500000 Penalty: 3346.716309
	Iteration 61Q: 3 clusters Score -4522504 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -4522479.500000 Penalty: 3346.716309
	Iteration 62Q: 3 clusters Score -4522480 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -4522450.000000 Penalty: 3346.716309
	Iteration 63Q: 3 clusters Score -4522450 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -4522423.500000 Penalty: 3346.716309
	Iteration 64Q: 3 clusters Score -4522424 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -4522387.000000 Penalty: 3346.716309
	Iteration 65Q: 3 clusters Score -4522387 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -4522364.000000 Penalty: 3346.716309
	Iteration 66Q: 3 clusters Score -4522364 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -4522332.500000 Penalty: 3346.716309
	Iteration 67Q: 3 clusters Score -4522332 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -4522310.000000 Penalty: 3346.716309
	Iteration 68Q: 3 clusters Score -4522310 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -4522300.500000 Penalty: 3346.716309
	Iteration 69Q: 3 clusters Score -4522300 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -4522270.000000 Penalty: 3346.716309
	Iteration 70Q: 3 clusters Score -4522270 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -4522283.000000 Penalty: 3346.716309
	Iteration 71Q: 3 clusters Score -4522283 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -4522270.000000 Penalty: 3346.716309
	Iteration 72Q: 3 clusters Score -4522270 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -4522252.500000 Penalty: 3346.716309
	Iteration 73Q: 3 clusters Score -4522252 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -4522232.000000 Penalty: 3346.716309
	Iteration 74Q: 3 clusters Score -4522232 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -4522224.000000 Penalty: 3346.716309
	Iteration 75Q: 3 clusters Score -4522224 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -4522181.000000 Penalty: 3346.716309
	Iteration 76Q: 3 clusters Score -4522181 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -4522175.500000 Penalty: 3346.716309
	Iteration 77Q: 3 clusters Score -4522176 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -4522148.500000 Penalty: 3346.716309
	Iteration 78Q: 3 clusters Score -4522148 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -4522105.000000 Penalty: 3346.716309
	Iteration 79Q: 3 clusters Score -4522105 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -4522065.500000 Penalty: 3346.716309
	Iteration 80F: 3 clusters Score -4522066 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -4522020.000000 Penalty: 3346.716309
	Iteration 81Q: 3 clusters Score -4522020 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -4521998.500000 Penalty: 3346.716309
	Iteration 82Q: 3 clusters Score -4521998 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -4521986.500000 Penalty: 3346.716309
	Iteration 83Q: 3 clusters Score -4521986 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -4521967.000000 Penalty: 3346.716309
	Iteration 84Q: 3 clusters Score -4521967 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -4521938.500000 Penalty: 3346.716309
	Iteration 85Q: 3 clusters Score -4521938 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -4521902.000000 Penalty: 3346.716309
	Iteration 86Q: 3 clusters Score -4521902 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -4521878.000000 Penalty: 3346.716309
	Iteration 87Q: 3 clusters Score -4521878 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -4521874.000000 Penalty: 3346.716309
	Iteration 88Q: 3 clusters Score -4521874 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -4521834.500000 Penalty: 3346.716309
	Iteration 89Q: 3 clusters Score -4521834 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -4521812.000000 Penalty: 3346.716309
	Iteration 90Q: 3 clusters Score -4521812 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -4521774.500000 Penalty: 3346.716309
	Iteration 91Q: 3 clusters Score -4521774 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -4521741.500000 Penalty: 3346.716309
	Iteration 92Q: 3 clusters Score -4521742 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -4521722.000000 Penalty: 3346.716309
	Iteration 93Q: 3 clusters Score -4521722 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -4521710.500000 Penalty: 3346.716309
	Iteration 94Q: 3 clusters Score -4521710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -4521689.000000 Penalty: 3346.716309
	Iteration 95Q: 3 clusters Score -4521689 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -4521662.500000 Penalty: 3346.716309
	Iteration 96Q: 3 clusters Score -4521662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -4521653.500000 Penalty: 3346.716309
	Iteration 97Q: 3 clusters Score -4521654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -4521654.000000 Penalty: 3346.716309
	Iteration 98Q: 3 clusters Score -4521654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -4521653.000000 Penalty: 3346.716309
	Iteration 99Q: 3 clusters Score -4521653 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -4521632.000000 Penalty: 3346.716309
	Iteration 100F: 3 clusters Score -4521632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -4521620.000000 Penalty: 3346.716309
	Iteration 101Q: 3 clusters Score -4521620 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -4521608.000000 Penalty: 3346.716309
	Iteration 102Q: 3 clusters Score -4521608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -4521587.500000 Penalty: 3346.716309
	Iteration 103Q: 3 clusters Score -4521588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -4521583.000000 Penalty: 3346.716309
	Iteration 104Q: 3 clusters Score -4521583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -4521579.000000 Penalty: 3346.716309
	Iteration 105Q: 3 clusters Score -4521579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -4521567.000000 Penalty: 3346.716309
	Iteration 106Q: 3 clusters Score -4521567 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -4521551.000000 Penalty: 3346.716309
	Iteration 107Q: 3 clusters Score -4521551 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -4521542.000000 Penalty: 3346.716309
	Iteration 108Q: 3 clusters Score -4521542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -4521544.500000 Penalty: 3346.716309
	Iteration 109Q: 3 clusters Score -4521544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -4521529.500000 Penalty: 3346.716309
	Iteration 110Q: 3 clusters Score -4521530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -4521522.500000 Penalty: 3346.716309
	Iteration 111Q: 3 clusters Score -4521522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -4521510.000000 Penalty: 3346.716309
	Iteration 112Q: 3 clusters Score -4521510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -4521500.000000 Penalty: 3346.716309
	Iteration 113Q: 3 clusters Score -4521500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -4521487.000000 Penalty: 3346.716309
	Iteration 114Q: 3 clusters Score -4521487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -4521481.000000 Penalty: 3346.716309
	Iteration 115Q: 3 clusters Score -4521481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -4521483.500000 Penalty: 3346.716309
	Iteration 116Q: 3 clusters Score -4521484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -4521478.000000 Penalty: 3346.716309
	Iteration 117Q: 3 clusters Score -4521478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -4521478.000000 Penalty: 3346.716309
	Iteration 118Q: 3 clusters Score -4521478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -4521476.500000 Penalty: 3346.716309
	Iteration 119Q: 3 clusters Score -4521476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -4521469.500000 Penalty: 3346.716309
	Iteration 120F: 3 clusters Score -4521470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -4521466.500000 Penalty: 3346.716309
	Iteration 121Q: 3 clusters Score -4521466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -4521464.000000 Penalty: 3346.716309
	Iteration 122Q: 3 clusters Score -4521464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -4521468.000000 Penalty: 3346.716309
	Iteration 123Q: 3 clusters Score -4521468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -4521461.000000 Penalty: 3346.716309
	Iteration 124Q: 3 clusters Score -4521461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -4521455.000000 Penalty: 3346.716309
	Iteration 125Q: 3 clusters Score -4521455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -4521452.000000 Penalty: 3346.716309
	Iteration 126Q: 3 clusters Score -4521452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -4521449.000000 Penalty: 3346.716309
	Iteration 127Q: 3 clusters Score -4521449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -4521443.500000 Penalty: 3346.716309
	Iteration 128Q: 3 clusters Score -4521444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -4521443.500000 Penalty: 3346.716309
	Iteration 129F: 3 clusters Score -4521444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -186798.625000 Penalty: 1186.874512
	Iteration 0F: 2 clusters Score -186798.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -185063.546875 Penalty: 2373.749023
	Iteration 0F: 3 clusters Score -185063.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -185529.078125 Penalty: 2373.749023
	Iteration 1F: 3 clusters Score -185529.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -185719.140625 Penalty: 2373.749023
	Iteration 2F: 3 clusters Score -185719.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -185866.375000 Penalty: 2373.749023
	Iteration 3F: 3 clusters Score -185866.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -186011.812500 Penalty: 2373.749023
	Iteration 4F: 3 clusters Score -186011.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -186099.828125 Penalty: 2373.749023
	Iteration 5F: 3 clusters Score -186099.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -186156.125000 Penalty: 2373.749023
	Iteration 6Q: 3 clusters Score -186156.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -186198.265625 Penalty: 2373.749023
	Iteration 7Q: 3 clusters Score -186198.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -186237.406250 Penalty: 2373.749023
	Iteration 8Q: 3 clusters Score -186237.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -186267.734375 Penalty: 2373.749023
	Iteration 9Q: 3 clusters Score -186267.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -186289.890625 Penalty: 2373.749023
	Iteration 10Q: 3 clusters Score -186289.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -186303.187500 Penalty: 2373.749023
	Iteration 11Q: 3 clusters Score -186303.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -186315.890625 Penalty: 2373.749023
	Iteration 12Q: 3 clusters Score -186315.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -186325.515625 Penalty: 2373.749023
	Iteration 13Q: 3 clusters Score -186325.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -186337.359375 Penalty: 2373.749023
	Iteration 14Q: 3 clusters Score -186337.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -186343.812500 Penalty: 2373.749023
	Iteration 15Q: 3 clusters Score -186343.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -186349.515625 Penalty: 2373.749023
	Iteration 16Q: 3 clusters Score -186349.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -186352.671875 Penalty: 2373.749023
	Iteration 17Q: 3 clusters Score -186352.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -186355.093750 Penalty: 2373.749023
	Iteration 18Q: 3 clusters Score -186355.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -186357.125000 Penalty: 2373.749023
	Iteration 19Q: 3 clusters Score -186357.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -186359.734375 Penalty: 2373.749023
	Iteration 20F: 3 clusters Score -186359.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -186362.625000 Penalty: 2373.749023
	Iteration 21Q: 3 clusters Score -186362.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -186365.171875 Penalty: 2373.749023
	Iteration 22Q: 3 clusters Score -186365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -186366.468750 Penalty: 2373.749023
	Iteration 23Q: 3 clusters Score -186366.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -186367.046875 Penalty: 2373.749023
	Iteration 24Q: 3 clusters Score -186367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -186368.171875 Penalty: 2373.749023
	Iteration 25Q: 3 clusters Score -186368.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -186370.015625 Penalty: 2373.749023
	Iteration 26Q: 3 clusters Score -186370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -186371.812500 Penalty: 2373.749023
	Iteration 27Q: 3 clusters Score -186371.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -186372.281250 Penalty: 2373.749023
	Iteration 28Q: 3 clusters Score -186372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -186372.968750 Penalty: 2373.749023
	Iteration 29Q: 3 clusters Score -186373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -186374.109375 Penalty: 2373.749023
	Iteration 30Q: 3 clusters Score -186374.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -186374.109375 Penalty: 2373.749023
	Iteration 31F: 3 clusters Score -186374.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Entering Unmasked Estep 
Score: -1615638.000000 Penalty: 1555.142944
	Iteration 0F: 2 clusters Score -1615638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1605681.250000 Penalty: 3110.285889
	Iteration 0F: 3 clusters Score -1605681 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1609296.750000 Penalty: 3110.285889
	Iteration 1F: 3 clusters Score -1609297 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1609844.125000 Penalty: 3110.285889
	Iteration 2F: 3 clusters Score -1609844 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1610472.250000 Penalty: 3110.285889
	Iteration 3F: 3 clusters Score -1610472 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1611217.875000 Penalty: 3110.285889
	Iteration 4F: 3 clusters Score -1611218 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1611931.875000 Penalty: 3110.285889
	Iteration 5F: 3 clusters Score -1611932 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1612631.500000 Penalty: 3110.285889
	Iteration 6F: 3 clusters Score -1612632 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1613290.000000 Penalty: 3110.285889
	Iteration 7F: 3 clusters Score -1613290 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1613876.625000 Penalty: 3110.285889
	Iteration 8Q: 3 clusters Score -1613877 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1614315.250000 Penalty: 3110.285889
	Iteration 9Q: 3 clusters Score -1614315 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1614560.875000 Penalty: 3110.285889
	Iteration 10Q: 3 clusters Score -1614561 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1614679.875000 Penalty: 3110.285889
	Iteration 11Q: 3 clusters Score -1614680 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1614738.875000 Penalty: 3110.285889
	Iteration 12Q: 3 clusters Score -1614739 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1614770.375000 Penalty: 3110.285889
	Iteration 13Q: 3 clusters Score -1614770 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1614780.250000 Penalty: 3110.285889
	Iteration 14Q: 3 clusters Score -1614780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1614791.500000 Penalty: 3110.285889
	Iteration 15Q: 3 clusters Score -1614792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1614789.125000 Penalty: 3110.285889
	Iteration 16Q: 3 clusters Score -1614789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1614799.000000 Penalty: 3110.285889
	Iteration 17Q: 3 clusters Score -1614799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1614800.125000 Penalty: 3110.285889
	Iteration 18Q: 3 clusters Score -1614800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1614798.875000 Penalty: 3110.285889
	Iteration 19Q: 3 clusters Score -1614799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1614798.875000 Penalty: 3110.285889
	Iteration 20F: 3 clusters Score -1614799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1614801.125000 Penalty: 3110.285889
	Iteration 21Q: 3 clusters Score -1614801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1614802.500000 Penalty: 3110.285889
	Iteration 22Q: 3 clusters Score -1614802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1614803.125000 Penalty: 3110.285889
	Iteration 23Q: 3 clusters Score -1614803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1614803.000000 Penalty: 3110.285889
	Iteration 24Q: 3 clusters Score -1614803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1614799.875000 Penalty: 3110.285889
	Iteration 25Q: 3 clusters Score -1614800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1614802.750000 Penalty: 3110.285889
	Iteration 26Q: 3 clusters Score -1614803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1614799.875000 Penalty: 3110.285889
	Iteration 27Q: 3 clusters Score -1614800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1614799.875000 Penalty: 3110.285889
	Iteration 28F: 3 clusters Score -1614800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -19635.587891 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -19635.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18992.296875 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -18992.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19110.453125 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -19110.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19174.949219 Penalty: 1726.791992
	Iteration 2Q: 3 clusters Score -19174.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19222.000000 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -19222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19222.000000 Penalty: 1726.791992
	Iteration 4F: 3 clusters Score -19222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Entering Unmasked Estep 
Score: -1665881.250000 Penalty: 1515.154297
	Iteration 0F: 2 clusters Score -1665881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1658080.125000 Penalty: 3030.308594
	Iteration 0F: 3 clusters Score -1658080 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1660703.625000 Penalty: 3030.308594
	Iteration 1F: 3 clusters Score -1660704 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1661070.875000 Penalty: 3030.308594
	Iteration 2F: 3 clusters Score -1661071 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1661451.875000 Penalty: 3030.308594
	Iteration 3F: 3 clusters Score -1661452 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1661951.875000 Penalty: 3030.308594
	Iteration 4F: 3 clusters Score -1661952 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1662469.125000 Penalty: 3030.308594
	Iteration 5F: 3 clusters Score -1662469 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1662985.125000 Penalty: 3030.308594
	Iteration 6F: 3 clusters Score -1662985 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1663512.625000 Penalty: 3030.308594
	Iteration 7F: 3 clusters Score -1663513 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1663971.750000 Penalty: 3030.308594
	Iteration 8F: 3 clusters Score -1663972 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1664307.875000 Penalty: 3030.308594
	Iteration 9Q: 3 clusters Score -1664308 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1664573.000000 Penalty: 3030.308594
	Iteration 10Q: 3 clusters Score -1664573 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1664760.625000 Penalty: 3030.308594
	Iteration 11Q: 3 clusters Score -1664761 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1664915.875000 Penalty: 3030.308594
	Iteration 12Q: 3 clusters Score -1664916 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1665031.000000 Penalty: 3030.308594
	Iteration 13Q: 3 clusters Score -1665031 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1665122.750000 Penalty: 3030.308594
	Iteration 14Q: 3 clusters Score -1665123 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1665191.375000 Penalty: 3030.308594
	Iteration 15Q: 3 clusters Score -1665191 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1665247.125000 Penalty: 3030.308594
	Iteration 16Q: 3 clusters Score -1665247 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1665292.500000 Penalty: 3030.308594
	Iteration 17Q: 3 clusters Score -1665292 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1665322.500000 Penalty: 3030.308594
	Iteration 18Q: 3 clusters Score -1665322 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1665349.375000 Penalty: 3030.308594
	Iteration 19Q: 3 clusters Score -1665349 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1665364.750000 Penalty: 3030.308594
	Iteration 20F: 3 clusters Score -1665365 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1665368.250000 Penalty: 3030.308594
	Iteration 21Q: 3 clusters Score -1665368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1665378.875000 Penalty: 3030.308594
	Iteration 22Q: 3 clusters Score -1665379 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1665386.875000 Penalty: 3030.308594
	Iteration 23Q: 3 clusters Score -1665387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1665392.250000 Penalty: 3030.308594
	Iteration 24Q: 3 clusters Score -1665392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1665395.625000 Penalty: 3030.308594
	Iteration 25Q: 3 clusters Score -1665396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1665394.125000 Penalty: 3030.308594
	Iteration 26Q: 3 clusters Score -1665394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1665391.750000 Penalty: 3030.308594
	Iteration 27Q: 3 clusters Score -1665392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1665395.250000 Penalty: 3030.308594
	Iteration 28Q: 3 clusters Score -1665395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1665395.250000 Penalty: 3030.308594
	Iteration 29Q: 3 clusters Score -1665395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1665396.000000 Penalty: 3030.308594
	Iteration 30Q: 3 clusters Score -1665396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1665393.750000 Penalty: 3030.308594
	Iteration 31Q: 3 clusters Score -1665394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1665395.750000 Penalty: 3030.308594
	Iteration 32Q: 3 clusters Score -1665396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1665396.000000 Penalty: 3030.308594
	Iteration 33Q: 3 clusters Score -1665396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1665393.375000 Penalty: 3030.308594
	Iteration 34Q: 3 clusters Score -1665393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1665393.375000 Penalty: 3030.308594
	Iteration 35F: 3 clusters Score -1665393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Entering Unmasked Estep 
Score: -649812.687500 Penalty: 1378.658081
	Iteration 0F: 2 clusters Score -649812.7 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 2469 members 
Entering Unmasked Estep 
Score: -645967.625000 Penalty: 2757.316162
	Iteration 0F: 3 clusters Score -645967.6 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -647058.437500 Penalty: 2757.316162
	Iteration 1F: 3 clusters Score -647058.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -647295.625000 Penalty: 2757.316162
	Iteration 2F: 3 clusters Score -647295.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -647483.562500 Penalty: 2757.316162
	Iteration 3F: 3 clusters Score -647483.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -647633.875000 Penalty: 2757.316162
	Iteration 4Q: 3 clusters Score -647633.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -647771.812500 Penalty: 2757.316162
	Iteration 5Q: 3 clusters Score -647771.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -647902.062500 Penalty: 2757.316162
	Iteration 6Q: 3 clusters Score -647902.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -648018.312500 Penalty: 2757.316162
	Iteration 7Q: 3 clusters Score -648018.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -648126.437500 Penalty: 2757.316162
	Iteration 8Q: 3 clusters Score -648126.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -648221.187500 Penalty: 2757.316162
	Iteration 9Q: 3 clusters Score -648221.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -648299.937500 Penalty: 2757.316162
	Iteration 10Q: 3 clusters Score -648299.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -648380.625000 Penalty: 2757.316162
	Iteration 11Q: 3 clusters Score -648380.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -648460.187500 Penalty: 2757.316162
	Iteration 12Q: 3 clusters Score -648460.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -648535.937500 Penalty: 2757.316162
	Iteration 13Q: 3 clusters Score -648535.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -648606.687500 Penalty: 2757.316162
	Iteration 14Q: 3 clusters Score -648606.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -648687.000000 Penalty: 2757.316162
	Iteration 15Q: 3 clusters Score -648687 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -648738.937500 Penalty: 2757.316162
	Iteration 16Q: 3 clusters Score -648738.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -648758.375000 Penalty: 2757.316162
	Iteration 17Q: 3 clusters Score -648758.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -648770.687500 Penalty: 2757.316162
	Iteration 18Q: 3 clusters Score -648770.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -648779.625000 Penalty: 2757.316162
	Iteration 19Q: 3 clusters Score -648779.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -648790.187500 Penalty: 2757.316162
	Iteration 20F: 3 clusters Score -648790.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -648796.437500 Penalty: 2757.316162
	Iteration 21Q: 3 clusters Score -648796.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -648800.812500 Penalty: 2757.316162
	Iteration 22Q: 3 clusters Score -648800.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -648801.812500 Penalty: 2757.316162
	Iteration 23Q: 3 clusters Score -648801.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -648804.812500 Penalty: 2757.316162
	Iteration 24Q: 3 clusters Score -648804.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -648806.437500 Penalty: 2757.316162
	Iteration 25Q: 3 clusters Score -648806.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -648807.375000 Penalty: 2757.316162
	Iteration 26Q: 3 clusters Score -648807.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -648810.250000 Penalty: 2757.316162
	Iteration 27Q: 3 clusters Score -648810.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -648811.750000 Penalty: 2757.316162
	Iteration 28Q: 3 clusters Score -648811.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -648814.875000 Penalty: 2757.316162
	Iteration 29Q: 3 clusters Score -648814.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -648814.687500 Penalty: 2757.316162
	Iteration 30Q: 3 clusters Score -648814.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -648818.000000 Penalty: 2757.316162
	Iteration 31Q: 3 clusters Score -648818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -648819.875000 Penalty: 2757.316162
	Iteration 32Q: 3 clusters Score -648819.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -648822.562500 Penalty: 2757.316162
	Iteration 33Q: 3 clusters Score -648822.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -648823.125000 Penalty: 2757.316162
	Iteration 34Q: 3 clusters Score -648823.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -648823.125000 Penalty: 2757.316162
	Iteration 35F: 3 clusters Score -648823.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -230000.562500 Penalty: 1200.603271
	Iteration 0F: 2 clusters Score -230000.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -228173.265625 Penalty: 2401.206543
	Iteration 0F: 3 clusters Score -228173.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -228574.281250 Penalty: 2401.206543
	Iteration 1F: 3 clusters Score -228574.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -228735.937500 Penalty: 2401.206543
	Iteration 2F: 3 clusters Score -228735.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -228858.843750 Penalty: 2401.206543
	Iteration 3F: 3 clusters Score -228858.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -228988.171875 Penalty: 2401.206543
	Iteration 4F: 3 clusters Score -228988.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -229093.937500 Penalty: 2401.206543
	Iteration 5F: 3 clusters Score -229093.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -229183.531250 Penalty: 2401.206543
	Iteration 6Q: 3 clusters Score -229183.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -229264.421875 Penalty: 2401.206543
	Iteration 7Q: 3 clusters Score -229264.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -229327.218750 Penalty: 2401.206543
	Iteration 8Q: 3 clusters Score -229327.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -229387.453125 Penalty: 2401.206543
	Iteration 9Q: 3 clusters Score -229387.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -229452.062500 Penalty: 2401.206543
	Iteration 10Q: 3 clusters Score -229452.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -229503.640625 Penalty: 2401.206543
	Iteration 11Q: 3 clusters Score -229503.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -229565.562500 Penalty: 2401.206543
	Iteration 12Q: 3 clusters Score -229565.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -229632.203125 Penalty: 2401.206543
	Iteration 13Q: 3 clusters Score -229632.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -229679.203125 Penalty: 2401.206543
	Iteration 14Q: 3 clusters Score -229679.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -229724.296875 Penalty: 2401.206543
	Iteration 15Q: 3 clusters Score -229724.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -229772.140625 Penalty: 2401.206543
	Iteration 16Q: 3 clusters Score -229772.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -229812.343750 Penalty: 2401.206543
	Iteration 17Q: 3 clusters Score -229812.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -229838.859375 Penalty: 2401.206543
	Iteration 18Q: 3 clusters Score -229838.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -229852.421875 Penalty: 2401.206543
	Iteration 19Q: 3 clusters Score -229852.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -229863.859375 Penalty: 2401.206543
	Iteration 20F: 3 clusters Score -229863.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -229875.265625 Penalty: 2401.206543
	Iteration 21Q: 3 clusters Score -229875.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -229886.984375 Penalty: 2401.206543
	Iteration 22Q: 3 clusters Score -229887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -229890.312500 Penalty: 2401.206543
	Iteration 23Q: 3 clusters Score -229890.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -229894.546875 Penalty: 2401.206543
	Iteration 24Q: 3 clusters Score -229894.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -229900.000000 Penalty: 2401.206543
	Iteration 25Q: 3 clusters Score -229900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -229902.359375 Penalty: 2401.206543
	Iteration 26Q: 3 clusters Score -229902.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -229907.250000 Penalty: 2401.206543
	Iteration 27Q: 3 clusters Score -229907.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -229910.109375 Penalty: 2401.206543
	Iteration 28Q: 3 clusters Score -229910.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -229912.203125 Penalty: 2401.206543
	Iteration 29Q: 3 clusters Score -229912.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -229913.406250 Penalty: 2401.206543
	Iteration 30Q: 3 clusters Score -229913.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -229914.781250 Penalty: 2401.206543
	Iteration 31Q: 3 clusters Score -229914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -229915.812500 Penalty: 2401.206543
	Iteration 32Q: 3 clusters Score -229915.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -229915.812500 Penalty: 2401.206543
	Iteration 33F: 3 clusters Score -229915.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Entering Unmasked Estep 
Score: -3162071.000000 Penalty: 1615.369385
	Iteration 0F: 2 clusters Score -3162071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3148480.500000 Penalty: 3230.738770
	Iteration 0F: 3 clusters Score -3148480 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -3154065.250000 Penalty: 3230.738770
	Iteration 1F: 3 clusters Score -3154065 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -3154558.000000 Penalty: 3230.738770
	Iteration 2F: 3 clusters Score -3154558 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -3155013.000000 Penalty: 3230.738770
	Iteration 3F: 3 clusters Score -3155013 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3155474.750000 Penalty: 3230.738770
	Iteration 4F: 3 clusters Score -3155475 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3156010.250000 Penalty: 3230.738770
	Iteration 5Q: 3 clusters Score -3156010 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -3156615.250000 Penalty: 3230.738770
	Iteration 6F: 3 clusters Score -3156615 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -3157287.500000 Penalty: 3230.738770
	Iteration 7Q: 3 clusters Score -3157288 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3157939.500000 Penalty: 3230.738770
	Iteration 8Q: 3 clusters Score -3157940 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -3158551.250000 Penalty: 3230.738770
	Iteration 9Q: 3 clusters Score -3158551 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -3159067.000000 Penalty: 3230.738770
	Iteration 10Q: 3 clusters Score -3159067 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -3159387.750000 Penalty: 3230.738770
	Iteration 11Q: 3 clusters Score -3159388 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -3159604.250000 Penalty: 3230.738770
	Iteration 12Q: 3 clusters Score -3159604 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3159768.500000 Penalty: 3230.738770
	Iteration 13Q: 3 clusters Score -3159768 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3159907.250000 Penalty: 3230.738770
	Iteration 14Q: 3 clusters Score -3159907 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -3160025.000000 Penalty: 3230.738770
	Iteration 15Q: 3 clusters Score -3160025 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -3160114.000000 Penalty: 3230.738770
	Iteration 16Q: 3 clusters Score -3160114 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -3160214.500000 Penalty: 3230.738770
	Iteration 17Q: 3 clusters Score -3160214 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -3160305.750000 Penalty: 3230.738770
	Iteration 18Q: 3 clusters Score -3160306 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3160377.000000 Penalty: 3230.738770
	Iteration 19Q: 3 clusters Score -3160377 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -3160450.250000 Penalty: 3230.738770
	Iteration 20F: 3 clusters Score -3160450 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -3160517.000000 Penalty: 3230.738770
	Iteration 21Q: 3 clusters Score -3160517 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -3160567.250000 Penalty: 3230.738770
	Iteration 22Q: 3 clusters Score -3160567 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -3160613.750000 Penalty: 3230.738770
	Iteration 23Q: 3 clusters Score -3160614 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -3160652.750000 Penalty: 3230.738770
	Iteration 24Q: 3 clusters Score -3160653 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -3160691.500000 Penalty: 3230.738770
	Iteration 25Q: 3 clusters Score -3160692 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -3160725.000000 Penalty: 3230.738770
	Iteration 26Q: 3 clusters Score -3160725 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -3160739.250000 Penalty: 3230.738770
	Iteration 27Q: 3 clusters Score -3160739 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -3160752.750000 Penalty: 3230.738770
	Iteration 28Q: 3 clusters Score -3160753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -3160760.250000 Penalty: 3230.738770
	Iteration 29Q: 3 clusters Score -3160760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -3160774.750000 Penalty: 3230.738770
	Iteration 30Q: 3 clusters Score -3160775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -3160784.750000 Penalty: 3230.738770
	Iteration 31Q: 3 clusters Score -3160785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -3160791.750000 Penalty: 3230.738770
	Iteration 32Q: 3 clusters Score -3160792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -3160803.500000 Penalty: 3230.738770
	Iteration 33Q: 3 clusters Score -3160804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -3160810.500000 Penalty: 3230.738770
	Iteration 34Q: 3 clusters Score -3160810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -3160819.250000 Penalty: 3230.738770
	Iteration 35Q: 3 clusters Score -3160819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -3160825.750000 Penalty: 3230.738770
	Iteration 36Q: 3 clusters Score -3160826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -3160833.500000 Penalty: 3230.738770
	Iteration 37Q: 3 clusters Score -3160834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -3160840.750000 Penalty: 3230.738770
	Iteration 38Q: 3 clusters Score -3160841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3160840.500000 Penalty: 3230.738770
	Iteration 39Q: 3 clusters Score -3160840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -3160847.500000 Penalty: 3230.738770
	Iteration 40F: 3 clusters Score -3160848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -3160846.250000 Penalty: 3230.738770
	Iteration 41Q: 3 clusters Score -3160846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -3160848.250000 Penalty: 3230.738770
	Iteration 42Q: 3 clusters Score -3160848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -3160847.750000 Penalty: 3230.738770
	Iteration 43Q: 3 clusters Score -3160848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -3160849.750000 Penalty: 3230.738770
	Iteration 44Q: 3 clusters Score -3160850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -3160850.500000 Penalty: 3230.738770
	Iteration 45Q: 3 clusters Score -3160850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -3160853.500000 Penalty: 3230.738770
	Iteration 46Q: 3 clusters Score -3160854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -3160853.500000 Penalty: 3230.738770
	Iteration 47F: 3 clusters Score -3160854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Entering Unmasked Estep 
Score: -1206835.625000 Penalty: 1464.055176
	Iteration 0F: 2 clusters Score -1206836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1200873.375000 Penalty: 2928.110352
	Iteration 0F: 3 clusters Score -1200873 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1202773.250000 Penalty: 2928.110352
	Iteration 1F: 3 clusters Score -1202773 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1202996.625000 Penalty: 2928.110352
	Iteration 2F: 3 clusters Score -1202997 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1203169.750000 Penalty: 2928.110352
	Iteration 3Q: 3 clusters Score -1203170 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1203378.500000 Penalty: 2928.110352
	Iteration 4F: 3 clusters Score -1203378 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1203595.875000 Penalty: 2928.110352
	Iteration 5F: 3 clusters Score -1203596 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1203827.375000 Penalty: 2928.110352
	Iteration 6Q: 3 clusters Score -1203827 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1204075.875000 Penalty: 2928.110352
	Iteration 7Q: 3 clusters Score -1204076 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1204346.500000 Penalty: 2928.110352
	Iteration 8Q: 3 clusters Score -1204346 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1204614.250000 Penalty: 2928.110352
	Iteration 9Q: 3 clusters Score -1204614 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1204795.500000 Penalty: 2928.110352
	Iteration 10Q: 3 clusters Score -1204796 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1204936.250000 Penalty: 2928.110352
	Iteration 11Q: 3 clusters Score -1204936 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1205031.750000 Penalty: 2928.110352
	Iteration 12Q: 3 clusters Score -1205032 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1205097.125000 Penalty: 2928.110352
	Iteration 13Q: 3 clusters Score -1205097 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1205167.750000 Penalty: 2928.110352
	Iteration 14Q: 3 clusters Score -1205168 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1205231.250000 Penalty: 2928.110352
	Iteration 15Q: 3 clusters Score -1205231 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1205288.125000 Penalty: 2928.110352
	Iteration 16Q: 3 clusters Score -1205288 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1205329.750000 Penalty: 2928.110352
	Iteration 17Q: 3 clusters Score -1205330 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1205369.000000 Penalty: 2928.110352
	Iteration 18Q: 3 clusters Score -1205369 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1205395.875000 Penalty: 2928.110352
	Iteration 19Q: 3 clusters Score -1205396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1205412.250000 Penalty: 2928.110352
	Iteration 20F: 3 clusters Score -1205412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1205428.750000 Penalty: 2928.110352
	Iteration 21Q: 3 clusters Score -1205429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1205442.125000 Penalty: 2928.110352
	Iteration 22Q: 3 clusters Score -1205442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1205453.625000 Penalty: 2928.110352
	Iteration 23Q: 3 clusters Score -1205454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1205459.125000 Penalty: 2928.110352
	Iteration 24Q: 3 clusters Score -1205459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1205464.750000 Penalty: 2928.110352
	Iteration 25Q: 3 clusters Score -1205465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1205474.375000 Penalty: 2928.110352
	Iteration 26Q: 3 clusters Score -1205474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1205482.500000 Penalty: 2928.110352
	Iteration 27Q: 3 clusters Score -1205482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1205495.000000 Penalty: 2928.110352
	Iteration 28Q: 3 clusters Score -1205495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1205509.625000 Penalty: 2928.110352
	Iteration 29Q: 3 clusters Score -1205510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1205517.125000 Penalty: 2928.110352
	Iteration 30Q: 3 clusters Score -1205517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1205528.500000 Penalty: 2928.110352
	Iteration 31Q: 3 clusters Score -1205528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1205542.875000 Penalty: 2928.110352
	Iteration 32Q: 3 clusters Score -1205543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1205548.875000 Penalty: 2928.110352
	Iteration 33Q: 3 clusters Score -1205549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1205549.250000 Penalty: 2928.110352
	Iteration 34Q: 3 clusters Score -1205549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1205554.875000 Penalty: 2928.110352
	Iteration 35Q: 3 clusters Score -1205555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1205554.625000 Penalty: 2928.110352
	Iteration 36Q: 3 clusters Score -1205555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1205555.125000 Penalty: 2928.110352
	Iteration 37Q: 3 clusters Score -1205555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1205556.125000 Penalty: 2928.110352
	Iteration 38Q: 3 clusters Score -1205556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1205554.500000 Penalty: 2928.110352
	Iteration 39Q: 3 clusters Score -1205554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1205556.875000 Penalty: 2928.110352
	Iteration 40F: 3 clusters Score -1205557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1205560.000000 Penalty: 2928.110352
	Iteration 41Q: 3 clusters Score -1205560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1205563.625000 Penalty: 2928.110352
	Iteration 42Q: 3 clusters Score -1205564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1205565.875000 Penalty: 2928.110352
	Iteration 43Q: 3 clusters Score -1205566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1205567.625000 Penalty: 2928.110352
	Iteration 44Q: 3 clusters Score -1205568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1205571.375000 Penalty: 2928.110352
	Iteration 45Q: 3 clusters Score -1205571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1205571.000000 Penalty: 2928.110352
	Iteration 46Q: 3 clusters Score -1205571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1205572.125000 Penalty: 2928.110352
	Iteration 47Q: 3 clusters Score -1205572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1205573.750000 Penalty: 2928.110352
	Iteration 48Q: 3 clusters Score -1205574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1205577.750000 Penalty: 2928.110352
	Iteration 49Q: 3 clusters Score -1205578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1205579.750000 Penalty: 2928.110352
	Iteration 50Q: 3 clusters Score -1205580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1205583.625000 Penalty: 2928.110352
	Iteration 51Q: 3 clusters Score -1205584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1205591.750000 Penalty: 2928.110352
	Iteration 52Q: 3 clusters Score -1205592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1205597.500000 Penalty: 2928.110352
	Iteration 53Q: 3 clusters Score -1205598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1205604.000000 Penalty: 2928.110352
	Iteration 54Q: 3 clusters Score -1205604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1205608.375000 Penalty: 2928.110352
	Iteration 55Q: 3 clusters Score -1205608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1205613.625000 Penalty: 2928.110352
	Iteration 56Q: 3 clusters Score -1205614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1205615.125000 Penalty: 2928.110352
	Iteration 57Q: 3 clusters Score -1205615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1205615.000000 Penalty: 2928.110352
	Iteration 58Q: 3 clusters Score -1205615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1205615.000000 Penalty: 2928.110352
	Iteration 59F: 3 clusters Score -1205615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Entering Unmasked Estep 
Score: -1681846.000000 Penalty: 1513.770508
	Iteration 0F: 2 clusters Score -1681846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1673985.125000 Penalty: 3027.541016
	Iteration 0F: 3 clusters Score -1673985 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1676753.000000 Penalty: 3027.541016
	Iteration 1F: 3 clusters Score -1676753 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1677206.875000 Penalty: 3027.541016
	Iteration 2F: 3 clusters Score -1677207 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1677572.750000 Penalty: 3027.541016
	Iteration 3F: 3 clusters Score -1677573 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1677926.625000 Penalty: 3027.541016
	Iteration 4F: 3 clusters Score -1677927 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1678316.750000 Penalty: 3027.541016
	Iteration 5F: 3 clusters Score -1678317 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1678688.250000 Penalty: 3027.541016
	Iteration 6F: 3 clusters Score -1678688 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1679058.750000 Penalty: 3027.541016
	Iteration 7Q: 3 clusters Score -1679059 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1679405.750000 Penalty: 3027.541016
	Iteration 8Q: 3 clusters Score -1679406 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1679682.500000 Penalty: 3027.541016
	Iteration 9Q: 3 clusters Score -1679682 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1679896.000000 Penalty: 3027.541016
	Iteration 10Q: 3 clusters Score -1679896 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1680069.250000 Penalty: 3027.541016
	Iteration 11Q: 3 clusters Score -1680069 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1680198.375000 Penalty: 3027.541016
	Iteration 12Q: 3 clusters Score -1680198 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1680298.000000 Penalty: 3027.541016
	Iteration 13Q: 3 clusters Score -1680298 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1680372.875000 Penalty: 3027.541016
	Iteration 14Q: 3 clusters Score -1680373 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1680417.250000 Penalty: 3027.541016
	Iteration 15Q: 3 clusters Score -1680417 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1680450.875000 Penalty: 3027.541016
	Iteration 16Q: 3 clusters Score -1680451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1680480.500000 Penalty: 3027.541016
	Iteration 17Q: 3 clusters Score -1680480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1680501.125000 Penalty: 3027.541016
	Iteration 18Q: 3 clusters Score -1680501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1680515.000000 Penalty: 3027.541016
	Iteration 19Q: 3 clusters Score -1680515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1680525.125000 Penalty: 3027.541016
	Iteration 20F: 3 clusters Score -1680525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1680534.625000 Penalty: 3027.541016
	Iteration 21Q: 3 clusters Score -1680535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1680545.375000 Penalty: 3027.541016
	Iteration 22Q: 3 clusters Score -1680545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1680559.500000 Penalty: 3027.541016
	Iteration 23Q: 3 clusters Score -1680560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1680564.125000 Penalty: 3027.541016
	Iteration 24Q: 3 clusters Score -1680564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1680566.250000 Penalty: 3027.541016
	Iteration 25Q: 3 clusters Score -1680566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1680567.250000 Penalty: 3027.541016
	Iteration 26Q: 3 clusters Score -1680567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1680568.000000 Penalty: 3027.541016
	Iteration 27Q: 3 clusters Score -1680568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1680569.750000 Penalty: 3027.541016
	Iteration 28Q: 3 clusters Score -1680570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1680573.375000 Penalty: 3027.541016
	Iteration 29Q: 3 clusters Score -1680573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1680574.125000 Penalty: 3027.541016
	Iteration 30Q: 3 clusters Score -1680574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1680574.125000 Penalty: 3027.541016
	Iteration 31F: 3 clusters Score -1680574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Entering Unmasked Estep 
Score: -826617.062500 Penalty: 1398.167114
	Iteration 0F: 2 clusters Score -826617.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -822349.125000 Penalty: 2796.334229
	Iteration 0F: 3 clusters Score -822349.1 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -823649.437500 Penalty: 2796.334229
	Iteration 1F: 3 clusters Score -823649.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -823834.812500 Penalty: 2796.334229
	Iteration 2F: 3 clusters Score -823834.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -823946.562500 Penalty: 2796.334229
	Iteration 3Q: 3 clusters Score -823946.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -824022.250000 Penalty: 2796.334229
	Iteration 4Q: 3 clusters Score -824022.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -824090.437500 Penalty: 2796.334229
	Iteration 5Q: 3 clusters Score -824090.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -824158.250000 Penalty: 2796.334229
	Iteration 6Q: 3 clusters Score -824158.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -824229.250000 Penalty: 2796.334229
	Iteration 7Q: 3 clusters Score -824229.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -824312.687500 Penalty: 2796.334229
	Iteration 8Q: 3 clusters Score -824312.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -824395.312500 Penalty: 2796.334229
	Iteration 9Q: 3 clusters Score -824395.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -824484.000000 Penalty: 2796.334229
	Iteration 10Q: 3 clusters Score -824484 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -824575.937500 Penalty: 2796.334229
	Iteration 11Q: 3 clusters Score -824575.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -824662.687500 Penalty: 2796.334229
	Iteration 12Q: 3 clusters Score -824662.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -824735.875000 Penalty: 2796.334229
	Iteration 13Q: 3 clusters Score -824735.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -824801.687500 Penalty: 2796.334229
	Iteration 14Q: 3 clusters Score -824801.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -824862.625000 Penalty: 2796.334229
	Iteration 15Q: 3 clusters Score -824862.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -824946.750000 Penalty: 2796.334229
	Iteration 16Q: 3 clusters Score -824946.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -825031.687500 Penalty: 2796.334229
	Iteration 17Q: 3 clusters Score -825031.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -825110.187500 Penalty: 2796.334229
	Iteration 18Q: 3 clusters Score -825110.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -825166.312500 Penalty: 2796.334229
	Iteration 19Q: 3 clusters Score -825166.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -825215.687500 Penalty: 2796.334229
	Iteration 20F: 3 clusters Score -825215.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -825261.375000 Penalty: 2796.334229
	Iteration 21Q: 3 clusters Score -825261.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -825294.625000 Penalty: 2796.334229
	Iteration 22Q: 3 clusters Score -825294.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -825320.375000 Penalty: 2796.334229
	Iteration 23Q: 3 clusters Score -825320.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -825337.750000 Penalty: 2796.334229
	Iteration 24Q: 3 clusters Score -825337.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -825353.500000 Penalty: 2796.334229
	Iteration 25Q: 3 clusters Score -825353.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -825373.187500 Penalty: 2796.334229
	Iteration 26Q: 3 clusters Score -825373.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -825382.687500 Penalty: 2796.334229
	Iteration 27Q: 3 clusters Score -825382.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -825387.937500 Penalty: 2796.334229
	Iteration 28Q: 3 clusters Score -825387.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -825387.687500 Penalty: 2796.334229
	Iteration 29Q: 3 clusters Score -825387.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -825387.687500 Penalty: 2796.334229
	Iteration 30Q: 3 clusters Score -825387.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -825387.375000 Penalty: 2796.334229
	Iteration 31Q: 3 clusters Score -825387.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -825389.687500 Penalty: 2796.334229
	Iteration 32Q: 3 clusters Score -825389.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -825389.687500 Penalty: 2796.334229
	Iteration 33Q: 3 clusters Score -825389.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -825391.875000 Penalty: 2796.334229
	Iteration 34Q: 3 clusters Score -825391.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -825391.875000 Penalty: 2796.334229
	Iteration 35F: 3 clusters Score -825391.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Entering Unmasked Estep 
Score: -2605059.500000 Penalty: 1584.069336
	Iteration 0F: 2 clusters Score -2605060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2593781.500000 Penalty: 3168.138672
	Iteration 0F: 3 clusters Score -2593782 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2597919.500000 Penalty: 3168.138672
	Iteration 1F: 3 clusters Score -2597920 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2598205.000000 Penalty: 3168.138672
	Iteration 2F: 3 clusters Score -2598205 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2598411.750000 Penalty: 3168.138672
	Iteration 3Q: 3 clusters Score -2598412 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2598614.500000 Penalty: 3168.138672
	Iteration 4Q: 3 clusters Score -2598614 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2598785.750000 Penalty: 3168.138672
	Iteration 5Q: 3 clusters Score -2598786 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2599016.000000 Penalty: 3168.138672
	Iteration 6Q: 3 clusters Score -2599016 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2599236.500000 Penalty: 3168.138672
	Iteration 7Q: 3 clusters Score -2599236 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2599545.500000 Penalty: 3168.138672
	Iteration 8Q: 3 clusters Score -2599546 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2599933.000000 Penalty: 3168.138672
	Iteration 9Q: 3 clusters Score -2599933 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2600364.750000 Penalty: 3168.138672
	Iteration 10Q: 3 clusters Score -2600365 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2600826.250000 Penalty: 3168.138672
	Iteration 11Q: 3 clusters Score -2600826 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2601259.500000 Penalty: 3168.138672
	Iteration 12Q: 3 clusters Score -2601260 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2601643.750000 Penalty: 3168.138672
	Iteration 13Q: 3 clusters Score -2601644 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2601957.750000 Penalty: 3168.138672
	Iteration 14Q: 3 clusters Score -2601958 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2602192.000000 Penalty: 3168.138672
	Iteration 15Q: 3 clusters Score -2602192 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2602358.500000 Penalty: 3168.138672
	Iteration 16Q: 3 clusters Score -2602358 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2602508.750000 Penalty: 3168.138672
	Iteration 17Q: 3 clusters Score -2602509 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2602597.000000 Penalty: 3168.138672
	Iteration 18Q: 3 clusters Score -2602597 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2602677.250000 Penalty: 3168.138672
	Iteration 19Q: 3 clusters Score -2602677 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2602745.500000 Penalty: 3168.138672
	Iteration 20F: 3 clusters Score -2602746 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2602791.500000 Penalty: 3168.138672
	Iteration 21Q: 3 clusters Score -2602792 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2602817.250000 Penalty: 3168.138672
	Iteration 22Q: 3 clusters Score -2602817 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2602837.250000 Penalty: 3168.138672
	Iteration 23Q: 3 clusters Score -2602837 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2602854.750000 Penalty: 3168.138672
	Iteration 24Q: 3 clusters Score -2602855 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2602876.000000 Penalty: 3168.138672
	Iteration 25Q: 3 clusters Score -2602876 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2602881.250000 Penalty: 3168.138672
	Iteration 26Q: 3 clusters Score -2602881 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2602884.750000 Penalty: 3168.138672
	Iteration 27Q: 3 clusters Score -2602885 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2602897.500000 Penalty: 3168.138672
	Iteration 28Q: 3 clusters Score -2602898 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2602905.750000 Penalty: 3168.138672
	Iteration 29Q: 3 clusters Score -2602906 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2602913.000000 Penalty: 3168.138672
	Iteration 30Q: 3 clusters Score -2602913 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2602919.250000 Penalty: 3168.138672
	Iteration 31Q: 3 clusters Score -2602919 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2602930.000000 Penalty: 3168.138672
	Iteration 32Q: 3 clusters Score -2602930 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2602937.250000 Penalty: 3168.138672
	Iteration 33Q: 3 clusters Score -2602937 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2602954.750000 Penalty: 3168.138672
	Iteration 34Q: 3 clusters Score -2602955 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2602973.250000 Penalty: 3168.138672
	Iteration 35Q: 3 clusters Score -2602973 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2602988.750000 Penalty: 3168.138672
	Iteration 36Q: 3 clusters Score -2602989 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2602991.000000 Penalty: 3168.138672
	Iteration 37Q: 3 clusters Score -2602991 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2603009.500000 Penalty: 3168.138672
	Iteration 38Q: 3 clusters Score -2603010 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2603011.750000 Penalty: 3168.138672
	Iteration 39Q: 3 clusters Score -2603012 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2603010.500000 Penalty: 3168.138672
	Iteration 40F: 3 clusters Score -2603010 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2603013.500000 Penalty: 3168.138672
	Iteration 41Q: 3 clusters Score -2603014 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2603023.500000 Penalty: 3168.138672
	Iteration 42Q: 3 clusters Score -2603024 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2603023.500000 Penalty: 3168.138672
	Iteration 43Q: 3 clusters Score -2603024 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2603033.000000 Penalty: 3168.138672
	Iteration 44Q: 3 clusters Score -2603033 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2603053.000000 Penalty: 3168.138672
	Iteration 45Q: 3 clusters Score -2603053 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2603052.000000 Penalty: 3168.138672
	Iteration 46Q: 3 clusters Score -2603052 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2603066.750000 Penalty: 3168.138672
	Iteration 47Q: 3 clusters Score -2603067 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2603073.750000 Penalty: 3168.138672
	Iteration 48Q: 3 clusters Score -2603074 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2603086.250000 Penalty: 3168.138672
	Iteration 49Q: 3 clusters Score -2603086 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2603094.250000 Penalty: 3168.138672
	Iteration 50Q: 3 clusters Score -2603094 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2603116.000000 Penalty: 3168.138672
	Iteration 51Q: 3 clusters Score -2603116 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2603148.250000 Penalty: 3168.138672
	Iteration 52Q: 3 clusters Score -2603148 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2603179.250000 Penalty: 3168.138672
	Iteration 53Q: 3 clusters Score -2603179 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2603199.500000 Penalty: 3168.138672
	Iteration 54Q: 3 clusters Score -2603200 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2603222.500000 Penalty: 3168.138672
	Iteration 55Q: 3 clusters Score -2603222 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2603241.500000 Penalty: 3168.138672
	Iteration 56Q: 3 clusters Score -2603242 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2603247.250000 Penalty: 3168.138672
	Iteration 57Q: 3 clusters Score -2603247 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2603266.000000 Penalty: 3168.138672
	Iteration 58Q: 3 clusters Score -2603266 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2603286.000000 Penalty: 3168.138672
	Iteration 59Q: 3 clusters Score -2603286 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2603307.750000 Penalty: 3168.138672
	Iteration 60F: 3 clusters Score -2603308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2603324.250000 Penalty: 3168.138672
	Iteration 61Q: 3 clusters Score -2603324 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2603332.500000 Penalty: 3168.138672
	Iteration 62Q: 3 clusters Score -2603332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2603346.000000 Penalty: 3168.138672
	Iteration 63Q: 3 clusters Score -2603346 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2603351.250000 Penalty: 3168.138672
	Iteration 64Q: 3 clusters Score -2603351 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2603364.500000 Penalty: 3168.138672
	Iteration 65Q: 3 clusters Score -2603364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2603381.500000 Penalty: 3168.138672
	Iteration 66Q: 3 clusters Score -2603382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2603394.250000 Penalty: 3168.138672
	Iteration 67Q: 3 clusters Score -2603394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2603403.750000 Penalty: 3168.138672
	Iteration 68Q: 3 clusters Score -2603404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2603417.250000 Penalty: 3168.138672
	Iteration 69Q: 3 clusters Score -2603417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2603426.750000 Penalty: 3168.138672
	Iteration 70Q: 3 clusters Score -2603427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2603435.250000 Penalty: 3168.138672
	Iteration 71Q: 3 clusters Score -2603435 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2603448.000000 Penalty: 3168.138672
	Iteration 72Q: 3 clusters Score -2603448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2603451.500000 Penalty: 3168.138672
	Iteration 73Q: 3 clusters Score -2603452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2603460.250000 Penalty: 3168.138672
	Iteration 74Q: 3 clusters Score -2603460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2603472.250000 Penalty: 3168.138672
	Iteration 75Q: 3 clusters Score -2603472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2603467.750000 Penalty: 3168.138672
	Iteration 76Q: 3 clusters Score -2603468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2603470.250000 Penalty: 3168.138672
	Iteration 77Q: 3 clusters Score -2603470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2603479.250000 Penalty: 3168.138672
	Iteration 78Q: 3 clusters Score -2603479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2603475.500000 Penalty: 3168.138672
	Iteration 79Q: 3 clusters Score -2603476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2603474.250000 Penalty: 3168.138672
	Iteration 80F: 3 clusters Score -2603474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2603479.750000 Penalty: 3168.138672
	Iteration 81Q: 3 clusters Score -2603480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2603480.500000 Penalty: 3168.138672
	Iteration 82Q: 3 clusters Score -2603480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2603482.750000 Penalty: 3168.138672
	Iteration 83Q: 3 clusters Score -2603483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2603484.000000 Penalty: 3168.138672
	Iteration 84Q: 3 clusters Score -2603484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2603489.500000 Penalty: 3168.138672
	Iteration 85Q: 3 clusters Score -2603490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2603492.750000 Penalty: 3168.138672
	Iteration 86Q: 3 clusters Score -2603493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2603494.500000 Penalty: 3168.138672
	Iteration 87Q: 3 clusters Score -2603494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2603494.000000 Penalty: 3168.138672
	Iteration 88Q: 3 clusters Score -2603494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2603498.750000 Penalty: 3168.138672
	Iteration 89Q: 3 clusters Score -2603499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2603497.500000 Penalty: 3168.138672
	Iteration 90Q: 3 clusters Score -2603498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2603497.500000 Penalty: 3168.138672
	Iteration 91Q: 3 clusters Score -2603498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2603499.500000 Penalty: 3168.138672
	Iteration 92Q: 3 clusters Score -2603500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2603506.250000 Penalty: 3168.138672
	Iteration 93Q: 3 clusters Score -2603506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2603509.750000 Penalty: 3168.138672
	Iteration 94Q: 3 clusters Score -2603510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2603512.000000 Penalty: 3168.138672
	Iteration 95Q: 3 clusters Score -2603512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2603516.500000 Penalty: 3168.138672
	Iteration 96Q: 3 clusters Score -2603516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2603519.500000 Penalty: 3168.138672
	Iteration 97Q: 3 clusters Score -2603520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2603518.500000 Penalty: 3168.138672
	Iteration 98Q: 3 clusters Score -2603518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2603517.750000 Penalty: 3168.138672
	Iteration 99Q: 3 clusters Score -2603518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2603519.250000 Penalty: 3168.138672
	Iteration 100F: 3 clusters Score -2603519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2603518.500000 Penalty: 3168.138672
	Iteration 101Q: 3 clusters Score -2603518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2603523.250000 Penalty: 3168.138672
	Iteration 102Q: 3 clusters Score -2603523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2603523.250000 Penalty: 3168.138672
	Iteration 103F: 3 clusters Score -2603523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Entering Unmasked Estep 
Score: -222948.875000 Penalty: 1205.551880
	Iteration 0F: 2 clusters Score -222948.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -221081.156250 Penalty: 2411.103760
	Iteration 0F: 3 clusters Score -221081.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -221476.843750 Penalty: 2411.103760
	Iteration 1F: 3 clusters Score -221476.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -221609.218750 Penalty: 2411.103760
	Iteration 2F: 3 clusters Score -221609.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -221696.109375 Penalty: 2411.103760
	Iteration 3F: 3 clusters Score -221696.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -221769.703125 Penalty: 2411.103760
	Iteration 4Q: 3 clusters Score -221769.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -221824.343750 Penalty: 2411.103760
	Iteration 5Q: 3 clusters Score -221824.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -221864.359375 Penalty: 2411.103760
	Iteration 6Q: 3 clusters Score -221864.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -221902.640625 Penalty: 2411.103760
	Iteration 7Q: 3 clusters Score -221902.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -221939.531250 Penalty: 2411.103760
	Iteration 8Q: 3 clusters Score -221939.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -221969.328125 Penalty: 2411.103760
	Iteration 9Q: 3 clusters Score -221969.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -221996.046875 Penalty: 2411.103760
	Iteration 10Q: 3 clusters Score -221996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -222031.546875 Penalty: 2411.103760
	Iteration 11Q: 3 clusters Score -222031.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -222061.125000 Penalty: 2411.103760
	Iteration 12Q: 3 clusters Score -222061.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -222106.125000 Penalty: 2411.103760
	Iteration 13Q: 3 clusters Score -222106.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -222153.703125 Penalty: 2411.103760
	Iteration 14Q: 3 clusters Score -222153.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -222186.343750 Penalty: 2411.103760
	Iteration 15Q: 3 clusters Score -222186.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -222227.593750 Penalty: 2411.103760
	Iteration 16Q: 3 clusters Score -222227.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -222285.656250 Penalty: 2411.103760
	Iteration 17Q: 3 clusters Score -222285.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -222374.031250 Penalty: 2411.103760
	Iteration 18Q: 3 clusters Score -222374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -222446.687500 Penalty: 2411.103760
	Iteration 19Q: 3 clusters Score -222446.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -222515.421875 Penalty: 2411.103760
	Iteration 20F: 3 clusters Score -222515.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -222597.593750 Penalty: 2411.103760
	Iteration 21Q: 3 clusters Score -222597.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -222639.000000 Penalty: 2411.103760
	Iteration 22Q: 3 clusters Score -222639 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -222669.328125 Penalty: 2411.103760
	Iteration 23Q: 3 clusters Score -222669.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -222697.750000 Penalty: 2411.103760
	Iteration 24Q: 3 clusters Score -222697.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -222728.781250 Penalty: 2411.103760
	Iteration 25Q: 3 clusters Score -222728.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -222746.875000 Penalty: 2411.103760
	Iteration 26Q: 3 clusters Score -222746.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -222766.328125 Penalty: 2411.103760
	Iteration 27Q: 3 clusters Score -222766.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -222775.390625 Penalty: 2411.103760
	Iteration 28Q: 3 clusters Score -222775.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -222781.781250 Penalty: 2411.103760
	Iteration 29Q: 3 clusters Score -222781.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -222791.781250 Penalty: 2411.103760
	Iteration 30Q: 3 clusters Score -222791.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -222796.078125 Penalty: 2411.103760
	Iteration 31Q: 3 clusters Score -222796.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -222798.000000 Penalty: 2411.103760
	Iteration 32Q: 3 clusters Score -222798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -222800.765625 Penalty: 2411.103760
	Iteration 33Q: 3 clusters Score -222800.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -222802.796875 Penalty: 2411.103760
	Iteration 34Q: 3 clusters Score -222802.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -222802.796875 Penalty: 2411.103760
	Iteration 35F: 3 clusters Score -222802.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Entering Unmasked Estep 
Score: -542942.625000 Penalty: 1343.126465
	Iteration 0F: 2 clusters Score -542942.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -539675.500000 Penalty: 2686.252930
	Iteration 0F: 3 clusters Score -539675.5 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -540591.937500 Penalty: 2686.252930
	Iteration 1F: 3 clusters Score -540591.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -540895.062500 Penalty: 2686.252930
	Iteration 2F: 3 clusters Score -540895.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -541194.625000 Penalty: 2686.252930
	Iteration 3F: 3 clusters Score -541194.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -541563.062500 Penalty: 2686.252930
	Iteration 4F: 3 clusters Score -541563.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -541996.187500 Penalty: 2686.252930
	Iteration 5F: 3 clusters Score -541996.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -542376.250000 Penalty: 2686.252930
	Iteration 6F: 3 clusters Score -542376.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -542534.187500 Penalty: 2686.252930
	Iteration 7F: 3 clusters Score -542534.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -542612.750000 Penalty: 2686.252930
	Iteration 8Q: 3 clusters Score -542612.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -542650.750000 Penalty: 2686.252930
	Iteration 9Q: 3 clusters Score -542650.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -542666.000000 Penalty: 2686.252930
	Iteration 10Q: 3 clusters Score -542666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -542677.000000 Penalty: 2686.252930
	Iteration 11Q: 3 clusters Score -542677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -542685.375000 Penalty: 2686.252930
	Iteration 12Q: 3 clusters Score -542685.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -542689.875000 Penalty: 2686.252930
	Iteration 13Q: 3 clusters Score -542689.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -542693.000000 Penalty: 2686.252930
	Iteration 14Q: 3 clusters Score -542693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -542692.750000 Penalty: 2686.252930
	Iteration 15Q: 3 clusters Score -542692.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -542692.187500 Penalty: 2686.252930
	Iteration 16Q: 3 clusters Score -542692.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -542692.187500 Penalty: 2686.252930
	Iteration 17F: 3 clusters Score -542692.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Entering Unmasked Estep 
Score: -224510.875000 Penalty: 1223.266479
	Iteration 0F: 2 clusters Score -224510.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -222486.562500 Penalty: 2446.532959
	Iteration 0F: 3 clusters Score -222486.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -223050.718750 Penalty: 2446.532959
	Iteration 1F: 3 clusters Score -223050.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -223312.671875 Penalty: 2446.532959
	Iteration 2F: 3 clusters Score -223312.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -223519.593750 Penalty: 2446.532959
	Iteration 3F: 3 clusters Score -223519.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -223687.953125 Penalty: 2446.532959
	Iteration 4F: 3 clusters Score -223688 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -223817.171875 Penalty: 2446.532959
	Iteration 5F: 3 clusters Score -223817.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -223887.390625 Penalty: 2446.532959
	Iteration 6Q: 3 clusters Score -223887.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -223923.921875 Penalty: 2446.532959
	Iteration 7Q: 3 clusters Score -223923.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -223953.468750 Penalty: 2446.532959
	Iteration 8Q: 3 clusters Score -223953.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -223966.234375 Penalty: 2446.532959
	Iteration 9Q: 3 clusters Score -223966.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -223975.750000 Penalty: 2446.532959
	Iteration 10Q: 3 clusters Score -223975.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -223983.656250 Penalty: 2446.532959
	Iteration 11Q: 3 clusters Score -223983.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -223990.062500 Penalty: 2446.532959
	Iteration 12Q: 3 clusters Score -223990.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -223992.406250 Penalty: 2446.532959
	Iteration 13Q: 3 clusters Score -223992.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -223994.187500 Penalty: 2446.532959
	Iteration 14Q: 3 clusters Score -223994.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -223994.781250 Penalty: 2446.532959
	Iteration 15Q: 3 clusters Score -223994.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -223994.781250 Penalty: 2446.532959
	Iteration 16F: 3 clusters Score -223994.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -179082.062500 Penalty: 1185.446655
	Iteration 0F: 2 clusters Score -179082.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -177349.187500 Penalty: 2370.893311
	Iteration 0F: 3 clusters Score -177349.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -177851.015625 Penalty: 2370.893311
	Iteration 1F: 3 clusters Score -177851 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -178071.125000 Penalty: 2370.893311
	Iteration 2F: 3 clusters Score -178071.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -178180.015625 Penalty: 2370.893311
	Iteration 3F: 3 clusters Score -178180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -178237.125000 Penalty: 2370.893311
	Iteration 4Q: 3 clusters Score -178237.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -178275.453125 Penalty: 2370.893311
	Iteration 5Q: 3 clusters Score -178275.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -178314.156250 Penalty: 2370.893311
	Iteration 6Q: 3 clusters Score -178314.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -178346.125000 Penalty: 2370.893311
	Iteration 7Q: 3 clusters Score -178346.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -178391.171875 Penalty: 2370.893311
	Iteration 8Q: 3 clusters Score -178391.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -178426.312500 Penalty: 2370.893311
	Iteration 9Q: 3 clusters Score -178426.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -178458.968750 Penalty: 2370.893311
	Iteration 10Q: 3 clusters Score -178459 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -178479.484375 Penalty: 2370.893311
	Iteration 11Q: 3 clusters Score -178479.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -178493.875000 Penalty: 2370.893311
	Iteration 12Q: 3 clusters Score -178493.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -178502.812500 Penalty: 2370.893311
	Iteration 13Q: 3 clusters Score -178502.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -178508.203125 Penalty: 2370.893311
	Iteration 14Q: 3 clusters Score -178508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -178512.109375 Penalty: 2370.893311
	Iteration 15Q: 3 clusters Score -178512.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -178514.531250 Penalty: 2370.893311
	Iteration 16Q: 3 clusters Score -178514.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -178517.156250 Penalty: 2370.893311
	Iteration 17Q: 3 clusters Score -178517.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -178520.421875 Penalty: 2370.893311
	Iteration 18Q: 3 clusters Score -178520.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -178522.328125 Penalty: 2370.893311
	Iteration 19Q: 3 clusters Score -178522.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -178526.703125 Penalty: 2370.893311
	Iteration 20F: 3 clusters Score -178526.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -178529.218750 Penalty: 2370.893311
	Iteration 21Q: 3 clusters Score -178529.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -178529.828125 Penalty: 2370.893311
	Iteration 22Q: 3 clusters Score -178529.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -178530.609375 Penalty: 2370.893311
	Iteration 23Q: 3 clusters Score -178530.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -178530.609375 Penalty: 2370.893311
	Iteration 24F: 3 clusters Score -178530.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Entering Unmasked Estep 
Score: -3199554.750000 Penalty: 1616.500610
	Iteration 0F: 2 clusters Score -3199555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -3186860.000000 Penalty: 3233.001221
	Iteration 0F: 3 clusters Score -3186860 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -3192204.750000 Penalty: 3233.001221
	Iteration 1F: 3 clusters Score -3192205 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3192725.750000 Penalty: 3233.001221
	Iteration 2F: 3 clusters Score -3192726 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -3193272.000000 Penalty: 3233.001221
	Iteration 3F: 3 clusters Score -3193272 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -3193816.000000 Penalty: 3233.001221
	Iteration 4F: 3 clusters Score -3193816 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -3194351.750000 Penalty: 3233.001221
	Iteration 5F: 3 clusters Score -3194352 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -3194882.000000 Penalty: 3233.001221
	Iteration 6F: 3 clusters Score -3194882 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -3195378.500000 Penalty: 3233.001221
	Iteration 7Q: 3 clusters Score -3195378 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -3195917.500000 Penalty: 3233.001221
	Iteration 8Q: 3 clusters Score -3195918 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -3196423.500000 Penalty: 3233.001221
	Iteration 9Q: 3 clusters Score -3196424 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3196906.500000 Penalty: 3233.001221
	Iteration 10Q: 3 clusters Score -3196906 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -3197318.250000 Penalty: 3233.001221
	Iteration 11Q: 3 clusters Score -3197318 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3197644.250000 Penalty: 3233.001221
	Iteration 12Q: 3 clusters Score -3197644 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3197895.250000 Penalty: 3233.001221
	Iteration 13Q: 3 clusters Score -3197895 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3198051.250000 Penalty: 3233.001221
	Iteration 14Q: 3 clusters Score -3198051 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3198147.500000 Penalty: 3233.001221
	Iteration 15Q: 3 clusters Score -3198148 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3198229.000000 Penalty: 3233.001221
	Iteration 16Q: 3 clusters Score -3198229 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3198274.250000 Penalty: 3233.001221
	Iteration 17Q: 3 clusters Score -3198274 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3198313.500000 Penalty: 3233.001221
	Iteration 18Q: 3 clusters Score -3198314 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3198357.750000 Penalty: 3233.001221
	Iteration 19Q: 3 clusters Score -3198358 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3198393.500000 Penalty: 3233.001221
	Iteration 20F: 3 clusters Score -3198394 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3198422.750000 Penalty: 3233.001221
	Iteration 21Q: 3 clusters Score -3198423 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3198439.500000 Penalty: 3233.001221
	Iteration 22Q: 3 clusters Score -3198440 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3198454.750000 Penalty: 3233.001221
	Iteration 23Q: 3 clusters Score -3198455 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3198476.000000 Penalty: 3233.001221
	Iteration 24Q: 3 clusters Score -3198476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3198469.250000 Penalty: 3233.001221
	Iteration 25Q: 3 clusters Score -3198469 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3198475.250000 Penalty: 3233.001221
	Iteration 26Q: 3 clusters Score -3198475 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3198497.250000 Penalty: 3233.001221
	Iteration 27Q: 3 clusters Score -3198497 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3198509.750000 Penalty: 3233.001221
	Iteration 28Q: 3 clusters Score -3198510 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3198513.750000 Penalty: 3233.001221
	Iteration 29Q: 3 clusters Score -3198514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3198520.250000 Penalty: 3233.001221
	Iteration 30Q: 3 clusters Score -3198520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3198525.250000 Penalty: 3233.001221
	Iteration 31Q: 3 clusters Score -3198525 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3198529.000000 Penalty: 3233.001221
	Iteration 32Q: 3 clusters Score -3198529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3198529.000000 Penalty: 3233.001221
	Iteration 33Q: 3 clusters Score -3198529 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3198535.250000 Penalty: 3233.001221
	Iteration 34Q: 3 clusters Score -3198535 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3198546.250000 Penalty: 3233.001221
	Iteration 35Q: 3 clusters Score -3198546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3198561.500000 Penalty: 3233.001221
	Iteration 36Q: 3 clusters Score -3198562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3198560.750000 Penalty: 3233.001221
	Iteration 37Q: 3 clusters Score -3198561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3198558.250000 Penalty: 3233.001221
	Iteration 38Q: 3 clusters Score -3198558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3198551.750000 Penalty: 3233.001221
	Iteration 39Q: 3 clusters Score -3198552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3198548.250000 Penalty: 3233.001221
	Iteration 40F: 3 clusters Score -3198548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3198551.500000 Penalty: 3233.001221
	Iteration 41Q: 3 clusters Score -3198552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3198547.250000 Penalty: 3233.001221
	Iteration 42Q: 3 clusters Score -3198547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3198556.250000 Penalty: 3233.001221
	Iteration 43Q: 3 clusters Score -3198556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3198543.250000 Penalty: 3233.001221
	Iteration 44Q: 3 clusters Score -3198543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3198549.500000 Penalty: 3233.001221
	Iteration 45Q: 3 clusters Score -3198550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3198547.750000 Penalty: 3233.001221
	Iteration 46Q: 3 clusters Score -3198548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3198551.500000 Penalty: 3233.001221
	Iteration 47Q: 3 clusters Score -3198552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3198542.750000 Penalty: 3233.001221
	Iteration 48Q: 3 clusters Score -3198543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3198541.750000 Penalty: 3233.001221
	Iteration 49Q: 3 clusters Score -3198542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3198546.000000 Penalty: 3233.001221
	Iteration 50Q: 3 clusters Score -3198546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3198546.500000 Penalty: 3233.001221
	Iteration 51Q: 3 clusters Score -3198546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3198542.250000 Penalty: 3233.001221
	Iteration 52Q: 3 clusters Score -3198542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3198547.250000 Penalty: 3233.001221
	Iteration 53Q: 3 clusters Score -3198547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3198545.500000 Penalty: 3233.001221
	Iteration 54Q: 3 clusters Score -3198546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3198544.750000 Penalty: 3233.001221
	Iteration 55Q: 3 clusters Score -3198545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3198549.500000 Penalty: 3233.001221
	Iteration 56Q: 3 clusters Score -3198550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3198554.250000 Penalty: 3233.001221
	Iteration 57Q: 3 clusters Score -3198554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3198553.500000 Penalty: 3233.001221
	Iteration 58Q: 3 clusters Score -3198554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3198555.000000 Penalty: 3233.001221
	Iteration 59Q: 3 clusters Score -3198555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3198552.750000 Penalty: 3233.001221
	Iteration 60F: 3 clusters Score -3198553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3198553.250000 Penalty: 3233.001221
	Iteration 61Q: 3 clusters Score -3198553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3198555.750000 Penalty: 3233.001221
	Iteration 62Q: 3 clusters Score -3198556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3198552.750000 Penalty: 3233.001221
	Iteration 63Q: 3 clusters Score -3198553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3198555.500000 Penalty: 3233.001221
	Iteration 64Q: 3 clusters Score -3198556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3198554.250000 Penalty: 3233.001221
	Iteration 65Q: 3 clusters Score -3198554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3198550.000000 Penalty: 3233.001221
	Iteration 66Q: 3 clusters Score -3198550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3198547.500000 Penalty: 3233.001221
	Iteration 67Q: 3 clusters Score -3198548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3198543.500000 Penalty: 3233.001221
	Iteration 68Q: 3 clusters Score -3198544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3198548.000000 Penalty: 3233.001221
	Iteration 69Q: 3 clusters Score -3198548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3198551.250000 Penalty: 3233.001221
	Iteration 70Q: 3 clusters Score -3198551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3198544.500000 Penalty: 3233.001221
	Iteration 71Q: 3 clusters Score -3198544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3198544.250000 Penalty: 3233.001221
	Iteration 72Q: 3 clusters Score -3198544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3198542.250000 Penalty: 3233.001221
	Iteration 73Q: 3 clusters Score -3198542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3198537.000000 Penalty: 3233.001221
	Iteration 74Q: 3 clusters Score -3198537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3198534.000000 Penalty: 3233.001221
	Iteration 75Q: 3 clusters Score -3198534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3198535.250000 Penalty: 3233.001221
	Iteration 76Q: 3 clusters Score -3198535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3198528.500000 Penalty: 3233.001221
	Iteration 77Q: 3 clusters Score -3198528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3198529.500000 Penalty: 3233.001221
	Iteration 78Q: 3 clusters Score -3198530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3198531.000000 Penalty: 3233.001221
	Iteration 79Q: 3 clusters Score -3198531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3198528.750000 Penalty: 3233.001221
	Iteration 80F: 3 clusters Score -3198529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3198528.250000 Penalty: 3233.001221
	Iteration 81Q: 3 clusters Score -3198528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3198525.500000 Penalty: 3233.001221
	Iteration 82Q: 3 clusters Score -3198526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3198525.500000 Penalty: 3233.001221
	Iteration 83F: 3 clusters Score -3198526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Entering Unmasked Estep 
Score: -560566.437500 Penalty: 1354.468628
	Iteration 0F: 2 clusters Score -560566.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -557138.750000 Penalty: 2708.937256
	Iteration 0F: 3 clusters Score -557138.8 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -558176.125000 Penalty: 2708.937256
	Iteration 1F: 3 clusters Score -558176.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -558414.687500 Penalty: 2708.937256
	Iteration 2F: 3 clusters Score -558414.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -558597.937500 Penalty: 2708.937256
	Iteration 3F: 3 clusters Score -558597.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -558761.187500 Penalty: 2708.937256
	Iteration 4F: 3 clusters Score -558761.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -558910.937500 Penalty: 2708.937256
	Iteration 5F: 3 clusters Score -558910.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -559065.125000 Penalty: 2708.937256
	Iteration 6Q: 3 clusters Score -559065.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -559203.437500 Penalty: 2708.937256
	Iteration 7Q: 3 clusters Score -559203.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -559309.750000 Penalty: 2708.937256
	Iteration 8Q: 3 clusters Score -559309.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -559410.625000 Penalty: 2708.937256
	Iteration 9Q: 3 clusters Score -559410.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -559528.000000 Penalty: 2708.937256
	Iteration 10Q: 3 clusters Score -559528 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -559625.750000 Penalty: 2708.937256
	Iteration 11Q: 3 clusters Score -559625.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -559683.500000 Penalty: 2708.937256
	Iteration 12Q: 3 clusters Score -559683.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -559725.125000 Penalty: 2708.937256
	Iteration 13Q: 3 clusters Score -559725.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -559755.250000 Penalty: 2708.937256
	Iteration 14Q: 3 clusters Score -559755.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -559774.875000 Penalty: 2708.937256
	Iteration 15Q: 3 clusters Score -559774.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -559792.437500 Penalty: 2708.937256
	Iteration 16Q: 3 clusters Score -559792.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -559803.500000 Penalty: 2708.937256
	Iteration 17Q: 3 clusters Score -559803.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -559811.750000 Penalty: 2708.937256
	Iteration 18Q: 3 clusters Score -559811.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -559819.875000 Penalty: 2708.937256
	Iteration 19Q: 3 clusters Score -559819.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -559823.812500 Penalty: 2708.937256
	Iteration 20F: 3 clusters Score -559823.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -559826.937500 Penalty: 2708.937256
	Iteration 21Q: 3 clusters Score -559826.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -559828.000000 Penalty: 2708.937256
	Iteration 22Q: 3 clusters Score -559828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -559827.312500 Penalty: 2708.937256
	Iteration 23Q: 3 clusters Score -559827.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -559828.437500 Penalty: 2708.937256
	Iteration 24Q: 3 clusters Score -559828.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -559827.750000 Penalty: 2708.937256
	Iteration 25Q: 3 clusters Score -559827.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -559827.750000 Penalty: 2708.937256
	Iteration 26F: 3 clusters Score -559827.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -66167.476562 Penalty: 1010.522522
	Iteration 0F: 2 clusters Score -66167.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65157.851562 Penalty: 2021.045044
	Iteration 0F: 3 clusters Score -65157.85 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65438.582031 Penalty: 2021.045044
	Iteration 1F: 3 clusters Score -65438.58 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65562.148438 Penalty: 2021.045044
	Iteration 2F: 3 clusters Score -65562.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -65646.843750 Penalty: 2021.045044
	Iteration 3F: 3 clusters Score -65646.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -65873.992188 Penalty: 2021.045044
	Iteration 4Q: 3 clusters Score -65873.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -65961.242188 Penalty: 2021.045044
	Iteration 5Q: 3 clusters Score -65961.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -66011.218750 Penalty: 2021.045044
	Iteration 6Q: 3 clusters Score -66011.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66035.523438 Penalty: 2021.045044
	Iteration 7Q: 3 clusters Score -66035.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66042.960938 Penalty: 2021.045044
	Iteration 8Q: 3 clusters Score -66042.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66048.703125 Penalty: 2021.045044
	Iteration 9Q: 3 clusters Score -66048.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66054.726562 Penalty: 2021.045044
	Iteration 10F: 3 clusters Score -66054.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -66093.398438 Penalty: 2021.045044
	Iteration 11Q: 3 clusters Score -66093.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -66096.140625 Penalty: 2021.045044
	Iteration 12Q: 3 clusters Score -66096.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -66096.140625 Penalty: 2021.045044
	Iteration 13F: 3 clusters Score -66096.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Entering Unmasked Estep 
Score: -1286061.250000 Penalty: 1478.926147
	Iteration 0F: 2 clusters Score -1286061 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 4517 members 
Entering Unmasked Estep 
Score: -1279656.000000 Penalty: 2957.852295
	Iteration 0F: 3 clusters Score -1279656 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1281864.000000 Penalty: 2957.852295
	Iteration 1F: 3 clusters Score -1281864 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1282369.500000 Penalty: 2957.852295
	Iteration 2F: 3 clusters Score -1282370 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1282804.375000 Penalty: 2957.852295
	Iteration 3F: 3 clusters Score -1282804 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1283114.375000 Penalty: 2957.852295
	Iteration 4F: 3 clusters Score -1283114 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1283320.875000 Penalty: 2957.852295
	Iteration 5Q: 3 clusters Score -1283321 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1283467.375000 Penalty: 2957.852295
	Iteration 6Q: 3 clusters Score -1283467 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1283572.000000 Penalty: 2957.852295
	Iteration 7Q: 3 clusters Score -1283572 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1283653.250000 Penalty: 2957.852295
	Iteration 8Q: 3 clusters Score -1283653 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1283735.625000 Penalty: 2957.852295
	Iteration 9Q: 3 clusters Score -1283736 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1283813.000000 Penalty: 2957.852295
	Iteration 10Q: 3 clusters Score -1283813 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1283886.750000 Penalty: 2957.852295
	Iteration 11Q: 3 clusters Score -1283887 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1283956.125000 Penalty: 2957.852295
	Iteration 12Q: 3 clusters Score -1283956 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1284021.625000 Penalty: 2957.852295
	Iteration 13Q: 3 clusters Score -1284022 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1284085.375000 Penalty: 2957.852295
	Iteration 14Q: 3 clusters Score -1284085 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1284144.000000 Penalty: 2957.852295
	Iteration 15Q: 3 clusters Score -1284144 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1284201.250000 Penalty: 2957.852295
	Iteration 16Q: 3 clusters Score -1284201 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1284260.875000 Penalty: 2957.852295
	Iteration 17Q: 3 clusters Score -1284261 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1284312.500000 Penalty: 2957.852295
	Iteration 18Q: 3 clusters Score -1284312 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1284357.000000 Penalty: 2957.852295
	Iteration 19Q: 3 clusters Score -1284357 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1284406.750000 Penalty: 2957.852295
	Iteration 20F: 3 clusters Score -1284407 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1284442.875000 Penalty: 2957.852295
	Iteration 21Q: 3 clusters Score -1284443 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1284485.875000 Penalty: 2957.852295
	Iteration 22Q: 3 clusters Score -1284486 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1284517.750000 Penalty: 2957.852295
	Iteration 23Q: 3 clusters Score -1284518 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1284559.250000 Penalty: 2957.852295
	Iteration 24Q: 3 clusters Score -1284559 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1284587.125000 Penalty: 2957.852295
	Iteration 25Q: 3 clusters Score -1284587 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1284617.875000 Penalty: 2957.852295
	Iteration 26Q: 3 clusters Score -1284618 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1284649.500000 Penalty: 2957.852295
	Iteration 27Q: 3 clusters Score -1284650 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1284680.625000 Penalty: 2957.852295
	Iteration 28Q: 3 clusters Score -1284681 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1284700.375000 Penalty: 2957.852295
	Iteration 29Q: 3 clusters Score -1284700 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1284716.750000 Penalty: 2957.852295
	Iteration 30Q: 3 clusters Score -1284717 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1284770.500000 Penalty: 2957.852295
	Iteration 31Q: 3 clusters Score -1284770 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1284828.000000 Penalty: 2957.852295
	Iteration 32Q: 3 clusters Score -1284828 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1284885.750000 Penalty: 2957.852295
	Iteration 33Q: 3 clusters Score -1284886 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1284952.375000 Penalty: 2957.852295
	Iteration 34Q: 3 clusters Score -1284952 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1285010.625000 Penalty: 2957.852295
	Iteration 35Q: 3 clusters Score -1285011 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1285041.750000 Penalty: 2957.852295
	Iteration 36Q: 3 clusters Score -1285042 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1285073.875000 Penalty: 2957.852295
	Iteration 37Q: 3 clusters Score -1285074 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1285099.875000 Penalty: 2957.852295
	Iteration 38Q: 3 clusters Score -1285100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1285130.625000 Penalty: 2957.852295
	Iteration 39Q: 3 clusters Score -1285131 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1285156.250000 Penalty: 2957.852295
	Iteration 40F: 3 clusters Score -1285156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1285173.125000 Penalty: 2957.852295
	Iteration 41Q: 3 clusters Score -1285173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1285202.250000 Penalty: 2957.852295
	Iteration 42Q: 3 clusters Score -1285202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1285223.625000 Penalty: 2957.852295
	Iteration 43Q: 3 clusters Score -1285224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1285247.500000 Penalty: 2957.852295
	Iteration 44Q: 3 clusters Score -1285248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1285264.750000 Penalty: 2957.852295
	Iteration 45Q: 3 clusters Score -1285265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1285269.375000 Penalty: 2957.852295
	Iteration 46Q: 3 clusters Score -1285269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1285277.375000 Penalty: 2957.852295
	Iteration 47Q: 3 clusters Score -1285277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1285283.750000 Penalty: 2957.852295
	Iteration 48Q: 3 clusters Score -1285284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1285289.375000 Penalty: 2957.852295
	Iteration 49Q: 3 clusters Score -1285289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1285301.250000 Penalty: 2957.852295
	Iteration 50Q: 3 clusters Score -1285301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1285305.750000 Penalty: 2957.852295
	Iteration 51Q: 3 clusters Score -1285306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1285309.625000 Penalty: 2957.852295
	Iteration 52Q: 3 clusters Score -1285310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1285315.625000 Penalty: 2957.852295
	Iteration 53Q: 3 clusters Score -1285316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1285319.375000 Penalty: 2957.852295
	Iteration 54Q: 3 clusters Score -1285319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1285333.750000 Penalty: 2957.852295
	Iteration 55Q: 3 clusters Score -1285334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1285336.000000 Penalty: 2957.852295
	Iteration 56Q: 3 clusters Score -1285336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1285341.375000 Penalty: 2957.852295
	Iteration 57Q: 3 clusters Score -1285341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1285341.375000 Penalty: 2957.852295
	Iteration 58Q: 3 clusters Score -1285341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1285347.625000 Penalty: 2957.852295
	Iteration 59Q: 3 clusters Score -1285348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1285350.000000 Penalty: 2957.852295
	Iteration 60F: 3 clusters Score -1285350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1285355.625000 Penalty: 2957.852295
	Iteration 61Q: 3 clusters Score -1285356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1285357.375000 Penalty: 2957.852295
	Iteration 62Q: 3 clusters Score -1285357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1285359.625000 Penalty: 2957.852295
	Iteration 63Q: 3 clusters Score -1285360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1285362.875000 Penalty: 2957.852295
	Iteration 64Q: 3 clusters Score -1285363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1285363.500000 Penalty: 2957.852295
	Iteration 65Q: 3 clusters Score -1285364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1285364.000000 Penalty: 2957.852295
	Iteration 66Q: 3 clusters Score -1285364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1285370.750000 Penalty: 2957.852295
	Iteration 67Q: 3 clusters Score -1285371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1285378.750000 Penalty: 2957.852295
	Iteration 68Q: 3 clusters Score -1285379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1285390.625000 Penalty: 2957.852295
	Iteration 69Q: 3 clusters Score -1285391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1285395.625000 Penalty: 2957.852295
	Iteration 70Q: 3 clusters Score -1285396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1285409.000000 Penalty: 2957.852295
	Iteration 71Q: 3 clusters Score -1285409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1285416.750000 Penalty: 2957.852295
	Iteration 72Q: 3 clusters Score -1285417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1285418.250000 Penalty: 2957.852295
	Iteration 73Q: 3 clusters Score -1285418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1285418.000000 Penalty: 2957.852295
	Iteration 74Q: 3 clusters Score -1285418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1285417.375000 Penalty: 2957.852295
	Iteration 75Q: 3 clusters Score -1285417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1285418.625000 Penalty: 2957.852295
	Iteration 76Q: 3 clusters Score -1285419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1285421.750000 Penalty: 2957.852295
	Iteration 77Q: 3 clusters Score -1285422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1285426.000000 Penalty: 2957.852295
	Iteration 78Q: 3 clusters Score -1285426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1285425.750000 Penalty: 2957.852295
	Iteration 79Q: 3 clusters Score -1285426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1285426.375000 Penalty: 2957.852295
	Iteration 80F: 3 clusters Score -1285426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1285426.750000 Penalty: 2957.852295
	Iteration 81Q: 3 clusters Score -1285427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1285425.625000 Penalty: 2957.852295
	Iteration 82Q: 3 clusters Score -1285426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1285429.750000 Penalty: 2957.852295
	Iteration 83Q: 3 clusters Score -1285430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1285429.500000 Penalty: 2957.852295
	Iteration 84Q: 3 clusters Score -1285430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1285430.500000 Penalty: 2957.852295
	Iteration 85Q: 3 clusters Score -1285430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1285431.000000 Penalty: 2957.852295
	Iteration 86Q: 3 clusters Score -1285431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1285431.375000 Penalty: 2957.852295
	Iteration 87Q: 3 clusters Score -1285431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1285431.375000 Penalty: 2957.852295
	Iteration 88F: 3 clusters Score -1285431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Entering Unmasked Estep 
Score: -1877906.250000 Penalty: 1543.984375
	Iteration 0F: 2 clusters Score -1877906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1868625.000000 Penalty: 3087.968750
	Iteration 0F: 3 clusters Score -1868625 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1871831.125000 Penalty: 3087.968750
	Iteration 1F: 3 clusters Score -1871831 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1872301.625000 Penalty: 3087.968750
	Iteration 2F: 3 clusters Score -1872302 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1872807.250000 Penalty: 3087.968750
	Iteration 3F: 3 clusters Score -1872807 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1873365.625000 Penalty: 3087.968750
	Iteration 4F: 3 clusters Score -1873366 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1873949.125000 Penalty: 3087.968750
	Iteration 5F: 3 clusters Score -1873949 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1874530.000000 Penalty: 3087.968750
	Iteration 6F: 3 clusters Score -1874530 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1875054.125000 Penalty: 3087.968750
	Iteration 7F: 3 clusters Score -1875054 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1875529.625000 Penalty: 3087.968750
	Iteration 8F: 3 clusters Score -1875530 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1875877.500000 Penalty: 3087.968750
	Iteration 9Q: 3 clusters Score -1875878 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1876092.875000 Penalty: 3087.968750
	Iteration 10Q: 3 clusters Score -1876093 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1876247.125000 Penalty: 3087.968750
	Iteration 11Q: 3 clusters Score -1876247 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1876348.375000 Penalty: 3087.968750
	Iteration 12Q: 3 clusters Score -1876348 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1876423.625000 Penalty: 3087.968750
	Iteration 13Q: 3 clusters Score -1876424 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1876482.875000 Penalty: 3087.968750
	Iteration 14Q: 3 clusters Score -1876483 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1876545.500000 Penalty: 3087.968750
	Iteration 15Q: 3 clusters Score -1876546 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1876590.250000 Penalty: 3087.968750
	Iteration 16Q: 3 clusters Score -1876590 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1876649.375000 Penalty: 3087.968750
	Iteration 17Q: 3 clusters Score -1876649 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1876696.250000 Penalty: 3087.968750
	Iteration 18Q: 3 clusters Score -1876696 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1876722.875000 Penalty: 3087.968750
	Iteration 19Q: 3 clusters Score -1876723 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1876745.125000 Penalty: 3087.968750
	Iteration 20F: 3 clusters Score -1876745 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1876767.375000 Penalty: 3087.968750
	Iteration 21Q: 3 clusters Score -1876767 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1876785.500000 Penalty: 3087.968750
	Iteration 22Q: 3 clusters Score -1876786 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1876804.500000 Penalty: 3087.968750
	Iteration 23Q: 3 clusters Score -1876804 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1876816.875000 Penalty: 3087.968750
	Iteration 24Q: 3 clusters Score -1876817 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1876837.125000 Penalty: 3087.968750
	Iteration 25Q: 3 clusters Score -1876837 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1876846.750000 Penalty: 3087.968750
	Iteration 26Q: 3 clusters Score -1876847 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1876859.875000 Penalty: 3087.968750
	Iteration 27Q: 3 clusters Score -1876860 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1876871.000000 Penalty: 3087.968750
	Iteration 28Q: 3 clusters Score -1876871 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1876885.000000 Penalty: 3087.968750
	Iteration 29Q: 3 clusters Score -1876885 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1876894.375000 Penalty: 3087.968750
	Iteration 30Q: 3 clusters Score -1876894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1876902.625000 Penalty: 3087.968750
	Iteration 31Q: 3 clusters Score -1876903 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1876909.500000 Penalty: 3087.968750
	Iteration 32Q: 3 clusters Score -1876910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1876911.125000 Penalty: 3087.968750
	Iteration 33Q: 3 clusters Score -1876911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1876909.250000 Penalty: 3087.968750
	Iteration 34Q: 3 clusters Score -1876909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1876916.250000 Penalty: 3087.968750
	Iteration 35Q: 3 clusters Score -1876916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1876920.250000 Penalty: 3087.968750
	Iteration 36Q: 3 clusters Score -1876920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1876929.125000 Penalty: 3087.968750
	Iteration 37Q: 3 clusters Score -1876929 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1876927.875000 Penalty: 3087.968750
	Iteration 38Q: 3 clusters Score -1876928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1876934.000000 Penalty: 3087.968750
	Iteration 39Q: 3 clusters Score -1876934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1876937.375000 Penalty: 3087.968750
	Iteration 40F: 3 clusters Score -1876937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1876938.125000 Penalty: 3087.968750
	Iteration 41Q: 3 clusters Score -1876938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1876950.500000 Penalty: 3087.968750
	Iteration 42Q: 3 clusters Score -1876950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1876952.750000 Penalty: 3087.968750
	Iteration 43Q: 3 clusters Score -1876953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1876956.625000 Penalty: 3087.968750
	Iteration 44Q: 3 clusters Score -1876957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1876957.000000 Penalty: 3087.968750
	Iteration 45Q: 3 clusters Score -1876957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1876952.750000 Penalty: 3087.968750
	Iteration 46Q: 3 clusters Score -1876953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1876958.125000 Penalty: 3087.968750
	Iteration 47Q: 3 clusters Score -1876958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1876966.500000 Penalty: 3087.968750
	Iteration 48Q: 3 clusters Score -1876966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1876970.625000 Penalty: 3087.968750
	Iteration 49Q: 3 clusters Score -1876971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1876972.125000 Penalty: 3087.968750
	Iteration 50Q: 3 clusters Score -1876972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1876979.875000 Penalty: 3087.968750
	Iteration 51Q: 3 clusters Score -1876980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1876984.375000 Penalty: 3087.968750
	Iteration 52Q: 3 clusters Score -1876984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1876987.125000 Penalty: 3087.968750
	Iteration 53Q: 3 clusters Score -1876987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1876986.000000 Penalty: 3087.968750
	Iteration 54Q: 3 clusters Score -1876986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1876990.875000 Penalty: 3087.968750
	Iteration 55Q: 3 clusters Score -1876991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1876992.250000 Penalty: 3087.968750
	Iteration 56Q: 3 clusters Score -1876992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1876988.750000 Penalty: 3087.968750
	Iteration 57Q: 3 clusters Score -1876989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1876987.500000 Penalty: 3087.968750
	Iteration 58Q: 3 clusters Score -1876988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1876987.750000 Penalty: 3087.968750
	Iteration 59Q: 3 clusters Score -1876988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1876990.750000 Penalty: 3087.968750
	Iteration 60F: 3 clusters Score -1876991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1876995.875000 Penalty: 3087.968750
	Iteration 61Q: 3 clusters Score -1876996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1876992.875000 Penalty: 3087.968750
	Iteration 62Q: 3 clusters Score -1876993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1876991.875000 Penalty: 3087.968750
	Iteration 63Q: 3 clusters Score -1876992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1876995.125000 Penalty: 3087.968750
	Iteration 64Q: 3 clusters Score -1876995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1876994.500000 Penalty: 3087.968750
	Iteration 65Q: 3 clusters Score -1876994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1876993.625000 Penalty: 3087.968750
	Iteration 66Q: 3 clusters Score -1876994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1876993.500000 Penalty: 3087.968750
	Iteration 67Q: 3 clusters Score -1876994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1876996.875000 Penalty: 3087.968750
	Iteration 68Q: 3 clusters Score -1876997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1876996.000000 Penalty: 3087.968750
	Iteration 69Q: 3 clusters Score -1876996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1876997.750000 Penalty: 3087.968750
	Iteration 70Q: 3 clusters Score -1876998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1876997.750000 Penalty: 3087.968750
	Iteration 71Q: 3 clusters Score -1876998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1876997.750000 Penalty: 3087.968750
	Iteration 72F: 3 clusters Score -1876998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Entering Unmasked Estep 
Score: -1141424.625000 Penalty: 1458.231445
	Iteration 0F: 2 clusters Score -1141425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1135628.375000 Penalty: 2916.462891
	Iteration 0F: 3 clusters Score -1135628 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1137433.375000 Penalty: 2916.462891
	Iteration 1F: 3 clusters Score -1137433 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1137739.125000 Penalty: 2916.462891
	Iteration 2F: 3 clusters Score -1137739 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1138003.625000 Penalty: 2916.462891
	Iteration 3F: 3 clusters Score -1138004 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1138248.500000 Penalty: 2916.462891
	Iteration 4F: 3 clusters Score -1138248 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1138494.250000 Penalty: 2916.462891
	Iteration 5F: 3 clusters Score -1138494 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1138749.500000 Penalty: 2916.462891
	Iteration 6Q: 3 clusters Score -1138750 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1138935.500000 Penalty: 2916.462891
	Iteration 7Q: 3 clusters Score -1138936 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1139105.375000 Penalty: 2916.462891
	Iteration 8Q: 3 clusters Score -1139105 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1139271.375000 Penalty: 2916.462891
	Iteration 9Q: 3 clusters Score -1139271 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1139423.125000 Penalty: 2916.462891
	Iteration 10Q: 3 clusters Score -1139423 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1139572.500000 Penalty: 2916.462891
	Iteration 11Q: 3 clusters Score -1139572 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1139679.375000 Penalty: 2916.462891
	Iteration 12Q: 3 clusters Score -1139679 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1139762.375000 Penalty: 2916.462891
	Iteration 13Q: 3 clusters Score -1139762 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1139831.875000 Penalty: 2916.462891
	Iteration 14Q: 3 clusters Score -1139832 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1139893.750000 Penalty: 2916.462891
	Iteration 15Q: 3 clusters Score -1139894 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1139946.750000 Penalty: 2916.462891
	Iteration 16Q: 3 clusters Score -1139947 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1139988.625000 Penalty: 2916.462891
	Iteration 17Q: 3 clusters Score -1139989 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1140025.750000 Penalty: 2916.462891
	Iteration 18Q: 3 clusters Score -1140026 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1140057.625000 Penalty: 2916.462891
	Iteration 19Q: 3 clusters Score -1140058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1140092.875000 Penalty: 2916.462891
	Iteration 20F: 3 clusters Score -1140093 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1140119.125000 Penalty: 2916.462891
	Iteration 21Q: 3 clusters Score -1140119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1140139.875000 Penalty: 2916.462891
	Iteration 22Q: 3 clusters Score -1140140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1140156.375000 Penalty: 2916.462891
	Iteration 23Q: 3 clusters Score -1140156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1140170.250000 Penalty: 2916.462891
	Iteration 24Q: 3 clusters Score -1140170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1140178.125000 Penalty: 2916.462891
	Iteration 25Q: 3 clusters Score -1140178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1140185.250000 Penalty: 2916.462891
	Iteration 26Q: 3 clusters Score -1140185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1140190.125000 Penalty: 2916.462891
	Iteration 27Q: 3 clusters Score -1140190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1140194.875000 Penalty: 2916.462891
	Iteration 28Q: 3 clusters Score -1140195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1140198.500000 Penalty: 2916.462891
	Iteration 29Q: 3 clusters Score -1140198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1140202.125000 Penalty: 2916.462891
	Iteration 30Q: 3 clusters Score -1140202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1140204.375000 Penalty: 2916.462891
	Iteration 31Q: 3 clusters Score -1140204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1140205.000000 Penalty: 2916.462891
	Iteration 32Q: 3 clusters Score -1140205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1140205.000000 Penalty: 2916.462891
	Iteration 33F: 3 clusters Score -1140205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Entering Unmasked Estep 
Score: -1913960.500000 Penalty: 1538.826172
	Iteration 0F: 2 clusters Score -1913960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1905072.375000 Penalty: 3077.652344
	Iteration 0F: 3 clusters Score -1905072 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1908204.250000 Penalty: 3077.652344
	Iteration 1F: 3 clusters Score -1908204 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1908496.125000 Penalty: 3077.652344
	Iteration 2F: 3 clusters Score -1908496 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1908765.625000 Penalty: 3077.652344
	Iteration 3F: 3 clusters Score -1908766 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1909018.000000 Penalty: 3077.652344
	Iteration 4Q: 3 clusters Score -1909018 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1909291.375000 Penalty: 3077.652344
	Iteration 5Q: 3 clusters Score -1909291 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1909603.500000 Penalty: 3077.652344
	Iteration 6Q: 3 clusters Score -1909604 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1909979.500000 Penalty: 3077.652344
	Iteration 7F: 3 clusters Score -1909980 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1910369.500000 Penalty: 3077.652344
	Iteration 8Q: 3 clusters Score -1910370 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1910773.625000 Penalty: 3077.652344
	Iteration 9F: 3 clusters Score -1910774 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1911170.875000 Penalty: 3077.652344
	Iteration 10Q: 3 clusters Score -1911171 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1911479.625000 Penalty: 3077.652344
	Iteration 11Q: 3 clusters Score -1911480 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1911811.375000 Penalty: 3077.652344
	Iteration 12Q: 3 clusters Score -1911811 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1912089.000000 Penalty: 3077.652344
	Iteration 13Q: 3 clusters Score -1912089 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1912288.375000 Penalty: 3077.652344
	Iteration 14Q: 3 clusters Score -1912288 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1912423.750000 Penalty: 3077.652344
	Iteration 15Q: 3 clusters Score -1912424 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1912505.125000 Penalty: 3077.652344
	Iteration 16Q: 3 clusters Score -1912505 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1912539.750000 Penalty: 3077.652344
	Iteration 17Q: 3 clusters Score -1912540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1912574.125000 Penalty: 3077.652344
	Iteration 18Q: 3 clusters Score -1912574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1912595.250000 Penalty: 3077.652344
	Iteration 19Q: 3 clusters Score -1912595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1912618.750000 Penalty: 3077.652344
	Iteration 20F: 3 clusters Score -1912619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1912628.875000 Penalty: 3077.652344
	Iteration 21Q: 3 clusters Score -1912629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1912637.625000 Penalty: 3077.652344
	Iteration 22Q: 3 clusters Score -1912638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1912645.875000 Penalty: 3077.652344
	Iteration 23Q: 3 clusters Score -1912646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1912646.000000 Penalty: 3077.652344
	Iteration 24Q: 3 clusters Score -1912646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1912651.250000 Penalty: 3077.652344
	Iteration 25Q: 3 clusters Score -1912651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1912652.250000 Penalty: 3077.652344
	Iteration 26Q: 3 clusters Score -1912652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1912654.625000 Penalty: 3077.652344
	Iteration 27Q: 3 clusters Score -1912655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1912659.000000 Penalty: 3077.652344
	Iteration 28Q: 3 clusters Score -1912659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1912662.500000 Penalty: 3077.652344
	Iteration 29Q: 3 clusters Score -1912662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1912664.625000 Penalty: 3077.652344
	Iteration 30Q: 3 clusters Score -1912665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1912669.000000 Penalty: 3077.652344
	Iteration 31Q: 3 clusters Score -1912669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1912671.500000 Penalty: 3077.652344
	Iteration 32Q: 3 clusters Score -1912672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1912675.125000 Penalty: 3077.652344
	Iteration 33Q: 3 clusters Score -1912675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1912673.000000 Penalty: 3077.652344
	Iteration 34Q: 3 clusters Score -1912673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1912673.000000 Penalty: 3077.652344
	Iteration 35F: 3 clusters Score -1912673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -226965.812500 Penalty: 1204.672241
	Iteration 0F: 2 clusters Score -226965.8 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 833 members 
Entering Unmasked Estep 
Score: -225085.265625 Penalty: 2409.344482
	Iteration 0F: 3 clusters Score -225085.3 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -225511.437500 Penalty: 2409.344482
	Iteration 1F: 3 clusters Score -225511.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -225610.750000 Penalty: 2409.344482
	Iteration 2F: 3 clusters Score -225610.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -225656.140625 Penalty: 2409.344482
	Iteration 3Q: 3 clusters Score -225656.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -225686.093750 Penalty: 2409.344482
	Iteration 4Q: 3 clusters Score -225686.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -225694.078125 Penalty: 2409.344482
	Iteration 5Q: 3 clusters Score -225694.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -225701.250000 Penalty: 2409.344482
	Iteration 6Q: 3 clusters Score -225701.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -225703.453125 Penalty: 2409.344482
	Iteration 7Q: 3 clusters Score -225703.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -225706.234375 Penalty: 2409.344482
	Iteration 8Q: 3 clusters Score -225706.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -225711.281250 Penalty: 2409.344482
	Iteration 9Q: 3 clusters Score -225711.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -225715.984375 Penalty: 2409.344482
	Iteration 10Q: 3 clusters Score -225716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -225717.781250 Penalty: 2409.344482
	Iteration 11Q: 3 clusters Score -225717.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -225719.875000 Penalty: 2409.344482
	Iteration 12Q: 3 clusters Score -225719.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -225720.390625 Penalty: 2409.344482
	Iteration 13Q: 3 clusters Score -225720.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -225721.375000 Penalty: 2409.344482
	Iteration 14Q: 3 clusters Score -225721.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -225721.375000 Penalty: 2409.344482
	Iteration 15F: 3 clusters Score -225721.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Entering Unmasked Estep 
Score: -1064765.875000 Penalty: 1447.772705
	Iteration 0F: 2 clusters Score -1064766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1059295.250000 Penalty: 2895.545410
	Iteration 0F: 3 clusters Score -1059295 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1060988.875000 Penalty: 2895.545410
	Iteration 1F: 3 clusters Score -1060989 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1061268.000000 Penalty: 2895.545410
	Iteration 2F: 3 clusters Score -1061268 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1061537.250000 Penalty: 2895.545410
	Iteration 3F: 3 clusters Score -1061537 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1061869.375000 Penalty: 2895.545410
	Iteration 4F: 3 clusters Score -1061869 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1062265.625000 Penalty: 2895.545410
	Iteration 5F: 3 clusters Score -1062266 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1062669.125000 Penalty: 2895.545410
	Iteration 6F: 3 clusters Score -1062669 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1063105.000000 Penalty: 2895.545410
	Iteration 7F: 3 clusters Score -1063105 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1063425.500000 Penalty: 2895.545410
	Iteration 8F: 3 clusters Score -1063426 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1063620.875000 Penalty: 2895.545410
	Iteration 9Q: 3 clusters Score -1063621 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1063759.250000 Penalty: 2895.545410
	Iteration 10Q: 3 clusters Score -1063759 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1063873.000000 Penalty: 2895.545410
	Iteration 11Q: 3 clusters Score -1063873 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1063944.875000 Penalty: 2895.545410
	Iteration 12Q: 3 clusters Score -1063945 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1064007.375000 Penalty: 2895.545410
	Iteration 13Q: 3 clusters Score -1064007 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1064054.375000 Penalty: 2895.545410
	Iteration 14Q: 3 clusters Score -1064054 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1064079.000000 Penalty: 2895.545410
	Iteration 15Q: 3 clusters Score -1064079 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1064107.625000 Penalty: 2895.545410
	Iteration 16Q: 3 clusters Score -1064108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1064122.250000 Penalty: 2895.545410
	Iteration 17Q: 3 clusters Score -1064122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1064141.625000 Penalty: 2895.545410
	Iteration 18Q: 3 clusters Score -1064142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1064152.000000 Penalty: 2895.545410
	Iteration 19Q: 3 clusters Score -1064152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1064161.375000 Penalty: 2895.545410
	Iteration 20F: 3 clusters Score -1064161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1064167.125000 Penalty: 2895.545410
	Iteration 21Q: 3 clusters Score -1064167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1064170.875000 Penalty: 2895.545410
	Iteration 22Q: 3 clusters Score -1064171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1064173.250000 Penalty: 2895.545410
	Iteration 23Q: 3 clusters Score -1064173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1064174.875000 Penalty: 2895.545410
	Iteration 24Q: 3 clusters Score -1064175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1064178.250000 Penalty: 2895.545410
	Iteration 25Q: 3 clusters Score -1064178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1064183.000000 Penalty: 2895.545410
	Iteration 26Q: 3 clusters Score -1064183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1064184.375000 Penalty: 2895.545410
	Iteration 27Q: 3 clusters Score -1064184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1064187.125000 Penalty: 2895.545410
	Iteration 28Q: 3 clusters Score -1064187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1064188.375000 Penalty: 2895.545410
	Iteration 29Q: 3 clusters Score -1064188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1064189.250000 Penalty: 2895.545410
	Iteration 30Q: 3 clusters Score -1064189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1064190.500000 Penalty: 2895.545410
	Iteration 31Q: 3 clusters Score -1064190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1064191.000000 Penalty: 2895.545410
	Iteration 32Q: 3 clusters Score -1064191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1064190.000000 Penalty: 2895.545410
	Iteration 33Q: 3 clusters Score -1064190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1064190.750000 Penalty: 2895.545410
	Iteration 34Q: 3 clusters Score -1064191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1064189.625000 Penalty: 2895.545410
	Iteration 35Q: 3 clusters Score -1064190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1064189.625000 Penalty: 2895.545410
	Iteration 36Q: 3 clusters Score -1064190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1064189.625000 Penalty: 2895.545410
	Iteration 37F: 3 clusters Score -1064190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Entering Unmasked Estep 
Score: -1243941.625000 Penalty: 1464.649902
	Iteration 0F: 2 clusters Score -1243942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1237980.000000 Penalty: 2929.299805
	Iteration 0F: 3 clusters Score -1237980 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1239893.750000 Penalty: 2929.299805
	Iteration 1F: 3 clusters Score -1239894 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1240150.875000 Penalty: 2929.299805
	Iteration 2F: 3 clusters Score -1240151 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1240352.000000 Penalty: 2929.299805
	Iteration 3F: 3 clusters Score -1240352 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1240503.000000 Penalty: 2929.299805
	Iteration 4Q: 3 clusters Score -1240503 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1240611.625000 Penalty: 2929.299805
	Iteration 5Q: 3 clusters Score -1240612 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1240703.125000 Penalty: 2929.299805
	Iteration 6Q: 3 clusters Score -1240703 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1240811.500000 Penalty: 2929.299805
	Iteration 7Q: 3 clusters Score -1240812 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1240902.750000 Penalty: 2929.299805
	Iteration 8Q: 3 clusters Score -1240903 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1240984.875000 Penalty: 2929.299805
	Iteration 9Q: 3 clusters Score -1240985 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1241075.750000 Penalty: 2929.299805
	Iteration 10Q: 3 clusters Score -1241076 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1241163.250000 Penalty: 2929.299805
	Iteration 11Q: 3 clusters Score -1241163 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1241269.500000 Penalty: 2929.299805
	Iteration 12Q: 3 clusters Score -1241270 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1241376.375000 Penalty: 2929.299805
	Iteration 13Q: 3 clusters Score -1241376 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1241504.625000 Penalty: 2929.299805
	Iteration 14Q: 3 clusters Score -1241505 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1241651.625000 Penalty: 2929.299805
	Iteration 15Q: 3 clusters Score -1241652 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1241808.250000 Penalty: 2929.299805
	Iteration 16Q: 3 clusters Score -1241808 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1241967.000000 Penalty: 2929.299805
	Iteration 17Q: 3 clusters Score -1241967 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1242110.875000 Penalty: 2929.299805
	Iteration 18Q: 3 clusters Score -1242111 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1242245.375000 Penalty: 2929.299805
	Iteration 19Q: 3 clusters Score -1242245 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1242345.750000 Penalty: 2929.299805
	Iteration 20F: 3 clusters Score -1242346 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1242452.750000 Penalty: 2929.299805
	Iteration 21Q: 3 clusters Score -1242453 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1242530.875000 Penalty: 2929.299805
	Iteration 22Q: 3 clusters Score -1242531 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1242564.125000 Penalty: 2929.299805
	Iteration 23Q: 3 clusters Score -1242564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1242592.500000 Penalty: 2929.299805
	Iteration 24Q: 3 clusters Score -1242592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1242617.125000 Penalty: 2929.299805
	Iteration 25Q: 3 clusters Score -1242617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1242637.250000 Penalty: 2929.299805
	Iteration 26Q: 3 clusters Score -1242637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1242646.750000 Penalty: 2929.299805
	Iteration 27Q: 3 clusters Score -1242647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1242652.375000 Penalty: 2929.299805
	Iteration 28Q: 3 clusters Score -1242652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1242657.500000 Penalty: 2929.299805
	Iteration 29Q: 3 clusters Score -1242658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1242661.000000 Penalty: 2929.299805
	Iteration 30Q: 3 clusters Score -1242661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1242663.500000 Penalty: 2929.299805
	Iteration 31Q: 3 clusters Score -1242664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1242667.000000 Penalty: 2929.299805
	Iteration 32Q: 3 clusters Score -1242667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1242668.625000 Penalty: 2929.299805
	Iteration 33Q: 3 clusters Score -1242669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1242673.250000 Penalty: 2929.299805
	Iteration 34Q: 3 clusters Score -1242673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1242672.500000 Penalty: 2929.299805
	Iteration 35Q: 3 clusters Score -1242672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1242676.625000 Penalty: 2929.299805
	Iteration 36Q: 3 clusters Score -1242677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1242676.750000 Penalty: 2929.299805
	Iteration 37Q: 3 clusters Score -1242677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1242678.000000 Penalty: 2929.299805
	Iteration 38Q: 3 clusters Score -1242678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1242679.875000 Penalty: 2929.299805
	Iteration 39Q: 3 clusters Score -1242680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1242682.125000 Penalty: 2929.299805
	Iteration 40F: 3 clusters Score -1242682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1242683.000000 Penalty: 2929.299805
	Iteration 41Q: 3 clusters Score -1242683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1242681.375000 Penalty: 2929.299805
	Iteration 42Q: 3 clusters Score -1242681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1242681.375000 Penalty: 2929.299805
	Iteration 43F: 3 clusters Score -1242681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Entering Unmasked Estep 
Score: -475654.625000 Penalty: 1336.208618
	Iteration 0F: 2 clusters Score -475654.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -472485.281250 Penalty: 2672.417236
	Iteration 0F: 3 clusters Score -472485.3 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -473418.312500 Penalty: 2672.417236
	Iteration 1F: 3 clusters Score -473418.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -473662.875000 Penalty: 2672.417236
	Iteration 2F: 3 clusters Score -473662.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -473799.687500 Penalty: 2672.417236
	Iteration 3F: 3 clusters Score -473799.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -473899.031250 Penalty: 2672.417236
	Iteration 4Q: 3 clusters Score -473899 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -473964.968750 Penalty: 2672.417236
	Iteration 5Q: 3 clusters Score -473965 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -474001.531250 Penalty: 2672.417236
	Iteration 6Q: 3 clusters Score -474001.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -474040.531250 Penalty: 2672.417236
	Iteration 7Q: 3 clusters Score -474040.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -474076.000000 Penalty: 2672.417236
	Iteration 8Q: 3 clusters Score -474076 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -474112.968750 Penalty: 2672.417236
	Iteration 9Q: 3 clusters Score -474113 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -474147.437500 Penalty: 2672.417236
	Iteration 10Q: 3 clusters Score -474147.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -474192.062500 Penalty: 2672.417236
	Iteration 11Q: 3 clusters Score -474192.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -474237.593750 Penalty: 2672.417236
	Iteration 12Q: 3 clusters Score -474237.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -474272.625000 Penalty: 2672.417236
	Iteration 13Q: 3 clusters Score -474272.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -474305.906250 Penalty: 2672.417236
	Iteration 14Q: 3 clusters Score -474305.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -474342.000000 Penalty: 2672.417236
	Iteration 15Q: 3 clusters Score -474342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -474376.781250 Penalty: 2672.417236
	Iteration 16Q: 3 clusters Score -474376.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -474413.000000 Penalty: 2672.417236
	Iteration 17Q: 3 clusters Score -474413 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -474452.437500 Penalty: 2672.417236
	Iteration 18Q: 3 clusters Score -474452.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -474497.343750 Penalty: 2672.417236
	Iteration 19Q: 3 clusters Score -474497.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -474540.812500 Penalty: 2672.417236
	Iteration 20F: 3 clusters Score -474540.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -474569.031250 Penalty: 2672.417236
	Iteration 21Q: 3 clusters Score -474569 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -474586.187500 Penalty: 2672.417236
	Iteration 22Q: 3 clusters Score -474586.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -474606.250000 Penalty: 2672.417236
	Iteration 23Q: 3 clusters Score -474606.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -474628.562500 Penalty: 2672.417236
	Iteration 24Q: 3 clusters Score -474628.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -474649.843750 Penalty: 2672.417236
	Iteration 25Q: 3 clusters Score -474649.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -474665.375000 Penalty: 2672.417236
	Iteration 26Q: 3 clusters Score -474665.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -474681.343750 Penalty: 2672.417236
	Iteration 27Q: 3 clusters Score -474681.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -474695.687500 Penalty: 2672.417236
	Iteration 28Q: 3 clusters Score -474695.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -474713.187500 Penalty: 2672.417236
	Iteration 29Q: 3 clusters Score -474713.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -474724.218750 Penalty: 2672.417236
	Iteration 30Q: 3 clusters Score -474724.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -474730.031250 Penalty: 2672.417236
	Iteration 31Q: 3 clusters Score -474730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -474736.718750 Penalty: 2672.417236
	Iteration 32Q: 3 clusters Score -474736.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -474745.375000 Penalty: 2672.417236
	Iteration 33Q: 3 clusters Score -474745.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -474754.781250 Penalty: 2672.417236
	Iteration 34Q: 3 clusters Score -474754.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -474762.343750 Penalty: 2672.417236
	Iteration 35Q: 3 clusters Score -474762.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -474771.406250 Penalty: 2672.417236
	Iteration 36Q: 3 clusters Score -474771.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -474784.593750 Penalty: 2672.417236
	Iteration 37Q: 3 clusters Score -474784.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -474798.281250 Penalty: 2672.417236
	Iteration 38Q: 3 clusters Score -474798.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -474815.375000 Penalty: 2672.417236
	Iteration 39Q: 3 clusters Score -474815.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -474833.625000 Penalty: 2672.417236
	Iteration 40F: 3 clusters Score -474833.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -474848.000000 Penalty: 2672.417236
	Iteration 41Q: 3 clusters Score -474848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -474858.437500 Penalty: 2672.417236
	Iteration 42Q: 3 clusters Score -474858.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -474870.031250 Penalty: 2672.417236
	Iteration 43Q: 3 clusters Score -474870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -474879.562500 Penalty: 2672.417236
	Iteration 44Q: 3 clusters Score -474879.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -474888.656250 Penalty: 2672.417236
	Iteration 45Q: 3 clusters Score -474888.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -474898.312500 Penalty: 2672.417236
	Iteration 46Q: 3 clusters Score -474898.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -474908.343750 Penalty: 2672.417236
	Iteration 47Q: 3 clusters Score -474908.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -474920.312500 Penalty: 2672.417236
	Iteration 48Q: 3 clusters Score -474920.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -474944.312500 Penalty: 2672.417236
	Iteration 49Q: 3 clusters Score -474944.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -474973.562500 Penalty: 2672.417236
	Iteration 50Q: 3 clusters Score -474973.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -475002.593750 Penalty: 2672.417236
	Iteration 51Q: 3 clusters Score -475002.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -475025.656250 Penalty: 2672.417236
	Iteration 52Q: 3 clusters Score -475025.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -475045.093750 Penalty: 2672.417236
	Iteration 53Q: 3 clusters Score -475045.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -475054.812500 Penalty: 2672.417236
	Iteration 54Q: 3 clusters Score -475054.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -475065.312500 Penalty: 2672.417236
	Iteration 55Q: 3 clusters Score -475065.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -475075.781250 Penalty: 2672.417236
	Iteration 56Q: 3 clusters Score -475075.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -475086.718750 Penalty: 2672.417236
	Iteration 57Q: 3 clusters Score -475086.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -475093.812500 Penalty: 2672.417236
	Iteration 58Q: 3 clusters Score -475093.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -475098.937500 Penalty: 2672.417236
	Iteration 59Q: 3 clusters Score -475098.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -475102.000000 Penalty: 2672.417236
	Iteration 60F: 3 clusters Score -475102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -475104.562500 Penalty: 2672.417236
	Iteration 61Q: 3 clusters Score -475104.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -475107.562500 Penalty: 2672.417236
	Iteration 62Q: 3 clusters Score -475107.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -475110.000000 Penalty: 2672.417236
	Iteration 63Q: 3 clusters Score -475110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -475110.750000 Penalty: 2672.417236
	Iteration 64Q: 3 clusters Score -475110.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -475111.562500 Penalty: 2672.417236
	Iteration 65Q: 3 clusters Score -475111.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -475111.562500 Penalty: 2672.417236
	Iteration 66F: 3 clusters Score -475111.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Entering Unmasked Estep 
Score: -268030.593750 Penalty: 1233.759521
	Iteration 0F: 2 clusters Score -268030.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -265976.437500 Penalty: 2467.519043
	Iteration 0F: 3 clusters Score -265976.4 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -266479.687500 Penalty: 2467.519043
	Iteration 1F: 3 clusters Score -266479.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -266669.812500 Penalty: 2467.519043
	Iteration 2F: 3 clusters Score -266669.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -266866.281250 Penalty: 2467.519043
	Iteration 3F: 3 clusters Score -266866.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -267095.312500 Penalty: 2467.519043
	Iteration 4F: 3 clusters Score -267095.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -267362.906250 Penalty: 2467.519043
	Iteration 5F: 3 clusters Score -267362.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -267554.750000 Penalty: 2467.519043
	Iteration 6F: 3 clusters Score -267554.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -267648.656250 Penalty: 2467.519043
	Iteration 7Q: 3 clusters Score -267648.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -267689.656250 Penalty: 2467.519043
	Iteration 8Q: 3 clusters Score -267689.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -267707.250000 Penalty: 2467.519043
	Iteration 9Q: 3 clusters Score -267707.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -267719.156250 Penalty: 2467.519043
	Iteration 10Q: 3 clusters Score -267719.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -267722.125000 Penalty: 2467.519043
	Iteration 11Q: 3 clusters Score -267722.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -267722.875000 Penalty: 2467.519043
	Iteration 12Q: 3 clusters Score -267722.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -267723.500000 Penalty: 2467.519043
	Iteration 13Q: 3 clusters Score -267723.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -267724.187500 Penalty: 2467.519043
	Iteration 14Q: 3 clusters Score -267724.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -267724.187500 Penalty: 2467.519043
	Iteration 15F: 3 clusters Score -267724.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Entering Unmasked Estep 
Score: -413341.593750 Penalty: 1302.329590
	Iteration 0F: 2 clusters Score -413341.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -410616.062500 Penalty: 2604.659180
	Iteration 0F: 3 clusters Score -410616.1 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -411418.312500 Penalty: 2604.659180
	Iteration 1F: 3 clusters Score -411418.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -411807.562500 Penalty: 2604.659180
	Iteration 2F: 3 clusters Score -411807.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -412272.312500 Penalty: 2604.659180
	Iteration 3F: 3 clusters Score -412272.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -412654.218750 Penalty: 2604.659180
	Iteration 4F: 3 clusters Score -412654.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -412893.125000 Penalty: 2604.659180
	Iteration 5F: 3 clusters Score -412893.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -413018.625000 Penalty: 2604.659180
	Iteration 6Q: 3 clusters Score -413018.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -413072.343750 Penalty: 2604.659180
	Iteration 7Q: 3 clusters Score -413072.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -413107.593750 Penalty: 2604.659180
	Iteration 8Q: 3 clusters Score -413107.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -413126.375000 Penalty: 2604.659180
	Iteration 9Q: 3 clusters Score -413126.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -413130.656250 Penalty: 2604.659180
	Iteration 10Q: 3 clusters Score -413130.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -413131.750000 Penalty: 2604.659180
	Iteration 11Q: 3 clusters Score -413131.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -413134.281250 Penalty: 2604.659180
	Iteration 12Q: 3 clusters Score -413134.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -413135.687500 Penalty: 2604.659180
	Iteration 13Q: 3 clusters Score -413135.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -413135.343750 Penalty: 2604.659180
	Iteration 14Q: 3 clusters Score -413135.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -413136.375000 Penalty: 2604.659180
	Iteration 15Q: 3 clusters Score -413136.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -413137.031250 Penalty: 2604.659180
	Iteration 16Q: 3 clusters Score -413137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -413138.062500 Penalty: 2604.659180
	Iteration 17Q: 3 clusters Score -413138.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -413138.687500 Penalty: 2604.659180
	Iteration 18Q: 3 clusters Score -413138.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -413139.437500 Penalty: 2604.659180
	Iteration 19Q: 3 clusters Score -413139.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -413139.437500 Penalty: 2604.659180
	Iteration 20F: 3 clusters Score -413139.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Entering Unmasked Estep 
Score: -221345.187500 Penalty: 1202.799316
	Iteration 0F: 2 clusters Score -221345.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -219500.421875 Penalty: 2405.598633
	Iteration 0F: 3 clusters Score -219500.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -219873.859375 Penalty: 2405.598633
	Iteration 1F: 3 clusters Score -219873.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -220001.328125 Penalty: 2405.598633
	Iteration 2F: 3 clusters Score -220001.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -220107.984375 Penalty: 2405.598633
	Iteration 3F: 3 clusters Score -220108 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -220183.812500 Penalty: 2405.598633
	Iteration 4Q: 3 clusters Score -220183.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -220244.156250 Penalty: 2405.598633
	Iteration 5Q: 3 clusters Score -220244.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -220304.703125 Penalty: 2405.598633
	Iteration 6Q: 3 clusters Score -220304.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -220348.921875 Penalty: 2405.598633
	Iteration 7Q: 3 clusters Score -220348.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -220376.781250 Penalty: 2405.598633
	Iteration 8Q: 3 clusters Score -220376.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -220410.484375 Penalty: 2405.598633
	Iteration 9Q: 3 clusters Score -220410.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -220447.062500 Penalty: 2405.598633
	Iteration 10Q: 3 clusters Score -220447.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -220468.000000 Penalty: 2405.598633
	Iteration 11Q: 3 clusters Score -220468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -220482.812500 Penalty: 2405.598633
	Iteration 12Q: 3 clusters Score -220482.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -220495.234375 Penalty: 2405.598633
	Iteration 13Q: 3 clusters Score -220495.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -220500.640625 Penalty: 2405.598633
	Iteration 14Q: 3 clusters Score -220500.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -220504.078125 Penalty: 2405.598633
	Iteration 15Q: 3 clusters Score -220504.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -220507.640625 Penalty: 2405.598633
	Iteration 16Q: 3 clusters Score -220507.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -220510.734375 Penalty: 2405.598633
	Iteration 17Q: 3 clusters Score -220510.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -220512.453125 Penalty: 2405.598633
	Iteration 18Q: 3 clusters Score -220512.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -220512.453125 Penalty: 2405.598633
	Iteration 19F: 3 clusters Score -220512.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -72963.351562 Penalty: 1015.620972
	Iteration 0F: 2 clusters Score -72963.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71892.921875 Penalty: 2031.241943
	Iteration 0F: 3 clusters Score -71892.92 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72059.226562 Penalty: 2031.241943
	Iteration 1F: 3 clusters Score -72059.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -72097.453125 Penalty: 2031.241943
	Iteration 2Q: 3 clusters Score -72097.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -72125.820312 Penalty: 2031.241943
	Iteration 3Q: 3 clusters Score -72125.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72146.500000 Penalty: 2031.241943
	Iteration 4Q: 3 clusters Score -72146.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -72176.664062 Penalty: 2031.241943
	Iteration 5Q: 3 clusters Score -72176.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -72184.507812 Penalty: 2031.241943
	Iteration 6Q: 3 clusters Score -72184.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -72188.242188 Penalty: 2031.241943
	Iteration 7Q: 3 clusters Score -72188.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -72189.367188 Penalty: 2031.241943
	Iteration 8Q: 3 clusters Score -72189.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72192.820312 Penalty: 2031.241943
	Iteration 9Q: 3 clusters Score -72192.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -72196.273438 Penalty: 2031.241943
	Iteration 10Q: 3 clusters Score -72196.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -72198.187500 Penalty: 2031.241943
	Iteration 11Q: 3 clusters Score -72198.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -72201.500000 Penalty: 2031.241943
	Iteration 12Q: 3 clusters Score -72201.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -72207.679688 Penalty: 2031.241943
	Iteration 13Q: 3 clusters Score -72207.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -72209.906250 Penalty: 2031.241943
	Iteration 14Q: 3 clusters Score -72209.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -72218.710938 Penalty: 2031.241943
	Iteration 15Q: 3 clusters Score -72218.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -72230.085938 Penalty: 2031.241943
	Iteration 16Q: 3 clusters Score -72230.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -72243.335938 Penalty: 2031.241943
	Iteration 17Q: 3 clusters Score -72243.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72251.601562 Penalty: 2031.241943
	Iteration 18Q: 3 clusters Score -72251.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -72257.085938 Penalty: 2031.241943
	Iteration 19Q: 3 clusters Score -72257.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -72264.179688 Penalty: 2031.241943
	Iteration 20F: 3 clusters Score -72264.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -72271.101562 Penalty: 2031.241943
	Iteration 21Q: 3 clusters Score -72271.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -72273.562500 Penalty: 2031.241943
	Iteration 22Q: 3 clusters Score -72273.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -72276.765625 Penalty: 2031.241943
	Iteration 23Q: 3 clusters Score -72276.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -72277.929688 Penalty: 2031.241943
	Iteration 24Q: 3 clusters Score -72277.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -72277.929688 Penalty: 2031.241943
	Iteration 25F: 3 clusters Score -72277.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Entering Unmasked Estep 
Score: -1904449.250000 Penalty: 1534.622437
	Iteration 0F: 2 clusters Score -1904449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1895673.625000 Penalty: 3069.244873
	Iteration 0F: 3 clusters Score -1895674 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1898887.500000 Penalty: 3069.244873
	Iteration 1F: 3 clusters Score -1898888 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1899300.375000 Penalty: 3069.244873
	Iteration 2F: 3 clusters Score -1899300 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1899649.125000 Penalty: 3069.244873
	Iteration 3F: 3 clusters Score -1899649 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1899916.625000 Penalty: 3069.244873
	Iteration 4Q: 3 clusters Score -1899917 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1900184.125000 Penalty: 3069.244873
	Iteration 5Q: 3 clusters Score -1900184 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1900406.625000 Penalty: 3069.244873
	Iteration 6Q: 3 clusters Score -1900407 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1900633.125000 Penalty: 3069.244873
	Iteration 7Q: 3 clusters Score -1900633 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1900845.125000 Penalty: 3069.244873
	Iteration 8Q: 3 clusters Score -1900845 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1901044.125000 Penalty: 3069.244873
	Iteration 9Q: 3 clusters Score -1901044 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1901232.125000 Penalty: 3069.244873
	Iteration 10Q: 3 clusters Score -1901232 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1901386.625000 Penalty: 3069.244873
	Iteration 11Q: 3 clusters Score -1901387 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1901518.250000 Penalty: 3069.244873
	Iteration 12Q: 3 clusters Score -1901518 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1901636.500000 Penalty: 3069.244873
	Iteration 13Q: 3 clusters Score -1901636 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1901749.625000 Penalty: 3069.244873
	Iteration 14Q: 3 clusters Score -1901750 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1901829.500000 Penalty: 3069.244873
	Iteration 15Q: 3 clusters Score -1901830 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1901892.750000 Penalty: 3069.244873
	Iteration 16Q: 3 clusters Score -1901893 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1901936.250000 Penalty: 3069.244873
	Iteration 17Q: 3 clusters Score -1901936 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1901980.750000 Penalty: 3069.244873
	Iteration 18Q: 3 clusters Score -1901981 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1902006.375000 Penalty: 3069.244873
	Iteration 19Q: 3 clusters Score -1902006 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1902027.375000 Penalty: 3069.244873
	Iteration 20F: 3 clusters Score -1902027 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1902052.375000 Penalty: 3069.244873
	Iteration 21Q: 3 clusters Score -1902052 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1902070.500000 Penalty: 3069.244873
	Iteration 22Q: 3 clusters Score -1902070 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1902098.000000 Penalty: 3069.244873
	Iteration 23Q: 3 clusters Score -1902098 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1902120.125000 Penalty: 3069.244873
	Iteration 24Q: 3 clusters Score -1902120 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1902143.125000 Penalty: 3069.244873
	Iteration 25Q: 3 clusters Score -1902143 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1902163.250000 Penalty: 3069.244873
	Iteration 26Q: 3 clusters Score -1902163 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1902186.125000 Penalty: 3069.244873
	Iteration 27Q: 3 clusters Score -1902186 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1902206.125000 Penalty: 3069.244873
	Iteration 28Q: 3 clusters Score -1902206 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1902220.375000 Penalty: 3069.244873
	Iteration 29Q: 3 clusters Score -1902220 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1902236.625000 Penalty: 3069.244873
	Iteration 30Q: 3 clusters Score -1902237 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1902264.250000 Penalty: 3069.244873
	Iteration 31Q: 3 clusters Score -1902264 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1902302.000000 Penalty: 3069.244873
	Iteration 32Q: 3 clusters Score -1902302 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1902328.500000 Penalty: 3069.244873
	Iteration 33Q: 3 clusters Score -1902328 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1902358.750000 Penalty: 3069.244873
	Iteration 34Q: 3 clusters Score -1902359 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1902408.375000 Penalty: 3069.244873
	Iteration 35Q: 3 clusters Score -1902408 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1902450.625000 Penalty: 3069.244873
	Iteration 36Q: 3 clusters Score -1902451 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1902493.375000 Penalty: 3069.244873
	Iteration 37Q: 3 clusters Score -1902493 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1902525.625000 Penalty: 3069.244873
	Iteration 38Q: 3 clusters Score -1902526 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1902559.625000 Penalty: 3069.244873
	Iteration 39Q: 3 clusters Score -1902560 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1902591.000000 Penalty: 3069.244873
	Iteration 40F: 3 clusters Score -1902591 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1902622.625000 Penalty: 3069.244873
	Iteration 41Q: 3 clusters Score -1902623 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1902646.125000 Penalty: 3069.244873
	Iteration 42Q: 3 clusters Score -1902646 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1902669.750000 Penalty: 3069.244873
	Iteration 43Q: 3 clusters Score -1902670 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1902689.125000 Penalty: 3069.244873
	Iteration 44Q: 3 clusters Score -1902689 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1902711.500000 Penalty: 3069.244873
	Iteration 45Q: 3 clusters Score -1902712 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1902736.125000 Penalty: 3069.244873
	Iteration 46Q: 3 clusters Score -1902736 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1902764.500000 Penalty: 3069.244873
	Iteration 47Q: 3 clusters Score -1902764 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1902798.750000 Penalty: 3069.244873
	Iteration 48Q: 3 clusters Score -1902799 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1902829.125000 Penalty: 3069.244873
	Iteration 49Q: 3 clusters Score -1902829 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1902856.000000 Penalty: 3069.244873
	Iteration 50Q: 3 clusters Score -1902856 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1902877.250000 Penalty: 3069.244873
	Iteration 51Q: 3 clusters Score -1902877 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1902900.125000 Penalty: 3069.244873
	Iteration 52Q: 3 clusters Score -1902900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1902914.750000 Penalty: 3069.244873
	Iteration 53Q: 3 clusters Score -1902915 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1902937.250000 Penalty: 3069.244873
	Iteration 54Q: 3 clusters Score -1902937 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1902953.875000 Penalty: 3069.244873
	Iteration 55Q: 3 clusters Score -1902954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1902982.625000 Penalty: 3069.244873
	Iteration 56Q: 3 clusters Score -1902983 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1903014.000000 Penalty: 3069.244873
	Iteration 57Q: 3 clusters Score -1903014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1903024.000000 Penalty: 3069.244873
	Iteration 58Q: 3 clusters Score -1903024 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1903043.250000 Penalty: 3069.244873
	Iteration 59Q: 3 clusters Score -1903043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1903057.250000 Penalty: 3069.244873
	Iteration 60F: 3 clusters Score -1903057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1903066.625000 Penalty: 3069.244873
	Iteration 61Q: 3 clusters Score -1903067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1903079.000000 Penalty: 3069.244873
	Iteration 62Q: 3 clusters Score -1903079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1903091.125000 Penalty: 3069.244873
	Iteration 63Q: 3 clusters Score -1903091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1903101.625000 Penalty: 3069.244873
	Iteration 64Q: 3 clusters Score -1903102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1903110.750000 Penalty: 3069.244873
	Iteration 65Q: 3 clusters Score -1903111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1903118.875000 Penalty: 3069.244873
	Iteration 66Q: 3 clusters Score -1903119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1903123.125000 Penalty: 3069.244873
	Iteration 67Q: 3 clusters Score -1903123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1903131.875000 Penalty: 3069.244873
	Iteration 68Q: 3 clusters Score -1903132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1903136.875000 Penalty: 3069.244873
	Iteration 69Q: 3 clusters Score -1903137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1903140.375000 Penalty: 3069.244873
	Iteration 70Q: 3 clusters Score -1903140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1903141.500000 Penalty: 3069.244873
	Iteration 71Q: 3 clusters Score -1903142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1903146.000000 Penalty: 3069.244873
	Iteration 72Q: 3 clusters Score -1903146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1903151.625000 Penalty: 3069.244873
	Iteration 73Q: 3 clusters Score -1903152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1903154.125000 Penalty: 3069.244873
	Iteration 74Q: 3 clusters Score -1903154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1903158.250000 Penalty: 3069.244873
	Iteration 75Q: 3 clusters Score -1903158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1903158.500000 Penalty: 3069.244873
	Iteration 76Q: 3 clusters Score -1903158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1903162.375000 Penalty: 3069.244873
	Iteration 77Q: 3 clusters Score -1903162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1903164.500000 Penalty: 3069.244873
	Iteration 78Q: 3 clusters Score -1903164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1903169.375000 Penalty: 3069.244873
	Iteration 79Q: 3 clusters Score -1903169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1903170.875000 Penalty: 3069.244873
	Iteration 80F: 3 clusters Score -1903171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1903174.750000 Penalty: 3069.244873
	Iteration 81Q: 3 clusters Score -1903175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1903176.625000 Penalty: 3069.244873
	Iteration 82Q: 3 clusters Score -1903177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1903182.625000 Penalty: 3069.244873
	Iteration 83Q: 3 clusters Score -1903183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1903188.375000 Penalty: 3069.244873
	Iteration 84Q: 3 clusters Score -1903188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1903190.250000 Penalty: 3069.244873
	Iteration 85Q: 3 clusters Score -1903190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1903192.875000 Penalty: 3069.244873
	Iteration 86Q: 3 clusters Score -1903193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1903195.250000 Penalty: 3069.244873
	Iteration 87Q: 3 clusters Score -1903195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1903196.375000 Penalty: 3069.244873
	Iteration 88Q: 3 clusters Score -1903196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1903197.000000 Penalty: 3069.244873
	Iteration 89Q: 3 clusters Score -1903197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1903197.875000 Penalty: 3069.244873
	Iteration 90Q: 3 clusters Score -1903198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1903198.875000 Penalty: 3069.244873
	Iteration 91Q: 3 clusters Score -1903199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1903198.875000 Penalty: 3069.244873
	Iteration 92F: 3 clusters Score -1903199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -79864.070312 Penalty: 1040.849609
	Iteration 0F: 2 clusters Score -79864.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -78729.945312 Penalty: 2081.699219
	Iteration 0F: 3 clusters Score -78729.95 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78932.335938 Penalty: 2081.699219
	Iteration 1F: 3 clusters Score -78932.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -79058.843750 Penalty: 2081.699219
	Iteration 2F: 3 clusters Score -79058.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -79148.882812 Penalty: 2081.699219
	Iteration 3F: 3 clusters Score -79148.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -79214.820312 Penalty: 2081.699219
	Iteration 4Q: 3 clusters Score -79214.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -79267.460938 Penalty: 2081.699219
	Iteration 5Q: 3 clusters Score -79267.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -79305.585938 Penalty: 2081.699219
	Iteration 6Q: 3 clusters Score -79305.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -79334.578125 Penalty: 2081.699219
	Iteration 7Q: 3 clusters Score -79334.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79366.953125 Penalty: 2081.699219
	Iteration 8Q: 3 clusters Score -79366.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -79385.218750 Penalty: 2081.699219
	Iteration 9Q: 3 clusters Score -79385.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79392.445312 Penalty: 2081.699219
	Iteration 10Q: 3 clusters Score -79392.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -79398.796875 Penalty: 2081.699219
	Iteration 11Q: 3 clusters Score -79398.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -79403.648438 Penalty: 2081.699219
	Iteration 12Q: 3 clusters Score -79403.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -79417.781250 Penalty: 2081.699219
	Iteration 13Q: 3 clusters Score -79417.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -79434.953125 Penalty: 2081.699219
	Iteration 14Q: 3 clusters Score -79434.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -79441.781250 Penalty: 2081.699219
	Iteration 15Q: 3 clusters Score -79441.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -79446.734375 Penalty: 2081.699219
	Iteration 16Q: 3 clusters Score -79446.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -79455.203125 Penalty: 2081.699219
	Iteration 17Q: 3 clusters Score -79455.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -79464.234375 Penalty: 2081.699219
	Iteration 18Q: 3 clusters Score -79464.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -79471.796875 Penalty: 2081.699219
	Iteration 19Q: 3 clusters Score -79471.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -79471.796875 Penalty: 2081.699219
	Iteration 20F: 3 clusters Score -79471.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (31420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Entering Unmasked Estep 
Score: -4774831.000000 Penalty: 1682.719971
	Iteration 0F: 2 clusters Score -4774831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -4756301.500000 Penalty: 3365.439941
	Iteration 0F: 3 clusters Score -4756302 nChanged 14537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -4764406.000000 Penalty: 3365.439941
	Iteration 1F: 3 clusters Score -4764406 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -4765053.000000 Penalty: 3365.439941
	Iteration 2F: 3 clusters Score -4765053 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -4765760.500000 Penalty: 3365.439941
	Iteration 3F: 3 clusters Score -4765760 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -4766546.500000 Penalty: 3365.439941
	Iteration 4F: 3 clusters Score -4766546 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -4767415.500000 Penalty: 3365.439941
	Iteration 5F: 3 clusters Score -4767416 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -4768222.000000 Penalty: 3365.439941
	Iteration 6F: 3 clusters Score -4768222 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -4768897.000000 Penalty: 3365.439941
	Iteration 7F: 3 clusters Score -4768897 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -4769519.500000 Penalty: 3365.439941
	Iteration 8Q: 3 clusters Score -4769520 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -4770001.000000 Penalty: 3365.439941
	Iteration 9Q: 3 clusters Score -4770001 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -4770411.500000 Penalty: 3365.439941
	Iteration 10Q: 3 clusters Score -4770412 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -4770768.000000 Penalty: 3365.439941
	Iteration 11Q: 3 clusters Score -4770768 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -4771052.500000 Penalty: 3365.439941
	Iteration 12Q: 3 clusters Score -4771052 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -4771232.500000 Penalty: 3365.439941
	Iteration 13Q: 3 clusters Score -4771232 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -4771336.000000 Penalty: 3365.439941
	Iteration 14Q: 3 clusters Score -4771336 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -4771368.000000 Penalty: 3365.439941
	Iteration 15Q: 3 clusters Score -4771368 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -4771371.500000 Penalty: 3365.439941
	Iteration 16Q: 3 clusters Score -4771372 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -4771407.000000 Penalty: 3365.439941
	Iteration 17Q: 3 clusters Score -4771407 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -4771425.500000 Penalty: 3365.439941
	Iteration 18Q: 3 clusters Score -4771426 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -4771449.500000 Penalty: 3365.439941
	Iteration 19Q: 3 clusters Score -4771450 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -4771479.500000 Penalty: 3365.439941
	Iteration 20F: 3 clusters Score -4771480 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -4771500.500000 Penalty: 3365.439941
	Iteration 21Q: 3 clusters Score -4771500 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -4771523.500000 Penalty: 3365.439941
	Iteration 22Q: 3 clusters Score -4771524 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -4771546.500000 Penalty: 3365.439941
	Iteration 23Q: 3 clusters Score -4771546 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -4771609.000000 Penalty: 3365.439941
	Iteration 24Q: 3 clusters Score -4771609 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -4771668.000000 Penalty: 3365.439941
	Iteration 25Q: 3 clusters Score -4771668 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -4771694.000000 Penalty: 3365.439941
	Iteration 26Q: 3 clusters Score -4771694 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -4771777.000000 Penalty: 3365.439941
	Iteration 27Q: 3 clusters Score -4771777 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -4771844.500000 Penalty: 3365.439941
	Iteration 28Q: 3 clusters Score -4771844 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -4771894.500000 Penalty: 3365.439941
	Iteration 29Q: 3 clusters Score -4771894 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -4771995.500000 Penalty: 3365.439941
	Iteration 30Q: 3 clusters Score -4771996 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -4772102.000000 Penalty: 3365.439941
	Iteration 31Q: 3 clusters Score -4772102 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -4772221.000000 Penalty: 3365.439941
	Iteration 32Q: 3 clusters Score -4772221 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -4772320.000000 Penalty: 3365.439941
	Iteration 33Q: 3 clusters Score -4772320 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -4772403.000000 Penalty: 3365.439941
	Iteration 34Q: 3 clusters Score -4772403 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -4772485.000000 Penalty: 3365.439941
	Iteration 35Q: 3 clusters Score -4772485 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -4772520.000000 Penalty: 3365.439941
	Iteration 36Q: 3 clusters Score -4772520 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -4772576.500000 Penalty: 3365.439941
	Iteration 37Q: 3 clusters Score -4772576 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -4772611.500000 Penalty: 3365.439941
	Iteration 38Q: 3 clusters Score -4772612 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -4772653.000000 Penalty: 3365.439941
	Iteration 39Q: 3 clusters Score -4772653 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -4772664.000000 Penalty: 3365.439941
	Iteration 40F: 3 clusters Score -4772664 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -4772684.500000 Penalty: 3365.439941
	Iteration 41Q: 3 clusters Score -4772684 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -4772719.500000 Penalty: 3365.439941
	Iteration 42Q: 3 clusters Score -4772720 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -4772752.500000 Penalty: 3365.439941
	Iteration 43Q: 3 clusters Score -4772752 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -4772759.000000 Penalty: 3365.439941
	Iteration 44Q: 3 clusters Score -4772759 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -4772779.500000 Penalty: 3365.439941
	Iteration 45Q: 3 clusters Score -4772780 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -4772796.000000 Penalty: 3365.439941
	Iteration 46Q: 3 clusters Score -4772796 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -4772813.000000 Penalty: 3365.439941
	Iteration 47Q: 3 clusters Score -4772813 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -4772824.000000 Penalty: 3365.439941
	Iteration 48Q: 3 clusters Score -4772824 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -4772828.000000 Penalty: 3365.439941
	Iteration 49Q: 3 clusters Score -4772828 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -4772832.000000 Penalty: 3365.439941
	Iteration 50Q: 3 clusters Score -4772832 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -4772844.500000 Penalty: 3365.439941
	Iteration 51Q: 3 clusters Score -4772844 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -4772872.500000 Penalty: 3365.439941
	Iteration 52Q: 3 clusters Score -4772872 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -4772891.000000 Penalty: 3365.439941
	Iteration 53Q: 3 clusters Score -4772891 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -4772912.500000 Penalty: 3365.439941
	Iteration 54Q: 3 clusters Score -4772912 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -4772942.500000 Penalty: 3365.439941
	Iteration 55Q: 3 clusters Score -4772942 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -4772946.500000 Penalty: 3365.439941
	Iteration 56Q: 3 clusters Score -4772946 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -4772952.500000 Penalty: 3365.439941
	Iteration 57Q: 3 clusters Score -4772952 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -4772976.500000 Penalty: 3365.439941
	Iteration 58Q: 3 clusters Score -4772976 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -4772992.500000 Penalty: 3365.439941
	Iteration 59Q: 3 clusters Score -4772992 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -4773022.500000 Penalty: 3365.439941
	Iteration 60F: 3 clusters Score -4773022 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -4773027.000000 Penalty: 3365.439941
	Iteration 61Q: 3 clusters Score -4773027 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -4773049.000000 Penalty: 3365.439941
	Iteration 62Q: 3 clusters Score -4773049 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -4773062.500000 Penalty: 3365.439941
	Iteration 63Q: 3 clusters Score -4773062 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -4773070.500000 Penalty: 3365.439941
	Iteration 64Q: 3 clusters Score -4773070 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -4773086.000000 Penalty: 3365.439941
	Iteration 65Q: 3 clusters Score -4773086 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -4773085.000000 Penalty: 3365.439941
	Iteration 66Q: 3 clusters Score -4773085 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4773085.500000 Penalty: 3365.439941
	Iteration 67Q: 3 clusters Score -4773086 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -4773072.000000 Penalty: 3365.439941
	Iteration 68Q: 3 clusters Score -4773072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -4773075.500000 Penalty: 3365.439941
	Iteration 69Q: 3 clusters Score -4773076 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -4773075.000000 Penalty: 3365.439941
	Iteration 70Q: 3 clusters Score -4773075 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -4773069.500000 Penalty: 3365.439941
	Iteration 71Q: 3 clusters Score -4773070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -4773075.500000 Penalty: 3365.439941
	Iteration 72Q: 3 clusters Score -4773076 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -4773085.000000 Penalty: 3365.439941
	Iteration 73Q: 3 clusters Score -4773085 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -4773083.500000 Penalty: 3365.439941
	Iteration 74Q: 3 clusters Score -4773084 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -4773095.000000 Penalty: 3365.439941
	Iteration 75Q: 3 clusters Score -4773095 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -4773104.000000 Penalty: 3365.439941
	Iteration 76Q: 3 clusters Score -4773104 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -4773102.500000 Penalty: 3365.439941
	Iteration 77Q: 3 clusters Score -4773102 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -4773112.000000 Penalty: 3365.439941
	Iteration 78Q: 3 clusters Score -4773112 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -4773130.500000 Penalty: 3365.439941
	Iteration 79Q: 3 clusters Score -4773130 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -4773139.000000 Penalty: 3365.439941
	Iteration 80F: 3 clusters Score -4773139 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -4773157.000000 Penalty: 3365.439941
	Iteration 81Q: 3 clusters Score -4773157 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -4773164.500000 Penalty: 3365.439941
	Iteration 82Q: 3 clusters Score -4773164 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -4773165.500000 Penalty: 3365.439941
	Iteration 83Q: 3 clusters Score -4773166 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -4773178.500000 Penalty: 3365.439941
	Iteration 84Q: 3 clusters Score -4773178 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -4773184.000000 Penalty: 3365.439941
	Iteration 85Q: 3 clusters Score -4773184 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -4773187.500000 Penalty: 3365.439941
	Iteration 86Q: 3 clusters Score -4773188 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -4773198.500000 Penalty: 3365.439941
	Iteration 87Q: 3 clusters Score -4773198 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -4773237.500000 Penalty: 3365.439941
	Iteration 88Q: 3 clusters Score -4773238 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -4773263.500000 Penalty: 3365.439941
	Iteration 89Q: 3 clusters Score -4773264 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -4773281.000000 Penalty: 3365.439941
	Iteration 90Q: 3 clusters Score -4773281 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -4773288.500000 Penalty: 3365.439941
	Iteration 91Q: 3 clusters Score -4773288 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -4773331.500000 Penalty: 3365.439941
	Iteration 92Q: 3 clusters Score -4773332 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -4773366.500000 Penalty: 3365.439941
	Iteration 93Q: 3 clusters Score -4773366 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -4773387.500000 Penalty: 3365.439941
	Iteration 94Q: 3 clusters Score -4773388 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -4773412.000000 Penalty: 3365.439941
	Iteration 95Q: 3 clusters Score -4773412 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -4773436.000000 Penalty: 3365.439941
	Iteration 96Q: 3 clusters Score -4773436 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -4773449.000000 Penalty: 3365.439941
	Iteration 97Q: 3 clusters Score -4773449 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -4773470.000000 Penalty: 3365.439941
	Iteration 98Q: 3 clusters Score -4773470 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -4773481.000000 Penalty: 3365.439941
	Iteration 99Q: 3 clusters Score -4773481 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -4773472.000000 Penalty: 3365.439941
	Iteration 100F: 3 clusters Score -4773472 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -4773485.000000 Penalty: 3365.439941
	Iteration 101Q: 3 clusters Score -4773485 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -4773502.000000 Penalty: 3365.439941
	Iteration 102Q: 3 clusters Score -4773502 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -4773499.500000 Penalty: 3365.439941
	Iteration 103Q: 3 clusters Score -4773500 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -4773501.000000 Penalty: 3365.439941
	Iteration 104Q: 3 clusters Score -4773501 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -4773509.000000 Penalty: 3365.439941
	Iteration 105Q: 3 clusters Score -4773509 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -4773522.000000 Penalty: 3365.439941
	Iteration 106Q: 3 clusters Score -4773522 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -4773528.500000 Penalty: 3365.439941
	Iteration 107Q: 3 clusters Score -4773528 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -4773531.000000 Penalty: 3365.439941
	Iteration 108Q: 3 clusters Score -4773531 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -4773539.000000 Penalty: 3365.439941
	Iteration 109Q: 3 clusters Score -4773539 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -4773534.000000 Penalty: 3365.439941
	Iteration 110Q: 3 clusters Score -4773534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -4773518.000000 Penalty: 3365.439941
	Iteration 111Q: 3 clusters Score -4773518 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -4773534.000000 Penalty: 3365.439941
	Iteration 112Q: 3 clusters Score -4773534 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -4773528.500000 Penalty: 3365.439941
	Iteration 113Q: 3 clusters Score -4773528 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -4773512.500000 Penalty: 3365.439941
	Iteration 114Q: 3 clusters Score -4773512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -4773508.500000 Penalty: 3365.439941
	Iteration 115Q: 3 clusters Score -4773508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -4773513.500000 Penalty: 3365.439941
	Iteration 116Q: 3 clusters Score -4773514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -4773516.000000 Penalty: 3365.439941
	Iteration 117Q: 3 clusters Score -4773516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -4773501.500000 Penalty: 3365.439941
	Iteration 118Q: 3 clusters Score -4773502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -4773506.500000 Penalty: 3365.439941
	Iteration 119Q: 3 clusters Score -4773506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -4773512.500000 Penalty: 3365.439941
	Iteration 120F: 3 clusters Score -4773512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -4773498.000000 Penalty: 3365.439941
	Iteration 121Q: 3 clusters Score -4773498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -4773506.000000 Penalty: 3365.439941
	Iteration 122Q: 3 clusters Score -4773506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -4773509.000000 Penalty: 3365.439941
	Iteration 123Q: 3 clusters Score -4773509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -4773508.000000 Penalty: 3365.439941
	Iteration 124Q: 3 clusters Score -4773508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -4773504.000000 Penalty: 3365.439941
	Iteration 125Q: 3 clusters Score -4773504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -4773498.000000 Penalty: 3365.439941
	Iteration 126Q: 3 clusters Score -4773498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -4773510.000000 Penalty: 3365.439941
	Iteration 127Q: 3 clusters Score -4773510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -4773509.500000 Penalty: 3365.439941
	Iteration 128Q: 3 clusters Score -4773510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -4773505.500000 Penalty: 3365.439941
	Iteration 129Q: 3 clusters Score -4773506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -4773510.000000 Penalty: 3365.439941
	Iteration 130Q: 3 clusters Score -4773510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -4773523.500000 Penalty: 3365.439941
	Iteration 131Q: 3 clusters Score -4773524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -4773523.500000 Penalty: 3365.439941
	Iteration 132Q: 3 clusters Score -4773524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -4773530.500000 Penalty: 3365.439941
	Iteration 133Q: 3 clusters Score -4773530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -4773516.500000 Penalty: 3365.439941
	Iteration 134Q: 3 clusters Score -4773516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -4773522.000000 Penalty: 3365.439941
	Iteration 135Q: 3 clusters Score -4773522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -4773520.500000 Penalty: 3365.439941
	Iteration 136Q: 3 clusters Score -4773520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -4773521.500000 Penalty: 3365.439941
	Iteration 137Q: 3 clusters Score -4773522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -4773524.500000 Penalty: 3365.439941
	Iteration 138Q: 3 clusters Score -4773524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -4773520.000000 Penalty: 3365.439941
	Iteration 139Q: 3 clusters Score -4773520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -4773523.000000 Penalty: 3365.439941
	Iteration 140F: 3 clusters Score -4773523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -4773515.000000 Penalty: 3365.439941
	Iteration 141Q: 3 clusters Score -4773515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -4773511.500000 Penalty: 3365.439941
	Iteration 142Q: 3 clusters Score -4773512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -4773507.500000 Penalty: 3365.439941
	Iteration 143Q: 3 clusters Score -4773508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -4773508.000000 Penalty: 3365.439941
	Iteration 144Q: 3 clusters Score -4773508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -4773509.000000 Penalty: 3365.439941
	Iteration 145Q: 3 clusters Score -4773509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -4773502.000000 Penalty: 3365.439941
	Iteration 146Q: 3 clusters Score -4773502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -4773504.000000 Penalty: 3365.439941
	Iteration 147Q: 3 clusters Score -4773504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -4773510.000000 Penalty: 3365.439941
	Iteration 148Q: 3 clusters Score -4773510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -4773506.500000 Penalty: 3365.439941
	Iteration 149Q: 3 clusters Score -4773506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -4773508.000000 Penalty: 3365.439941
	Iteration 150Q: 3 clusters Score -4773508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -4773518.500000 Penalty: 3365.439941
	Iteration 151Q: 3 clusters Score -4773518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -4773516.000000 Penalty: 3365.439941
	Iteration 152Q: 3 clusters Score -4773516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -4773516.000000 Penalty: 3365.439941
	Iteration 153F: 3 clusters Score -4773516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -180730.875000 Penalty: 1185.115356
	Iteration 0F: 2 clusters Score -180730.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -178993.234375 Penalty: 2370.230713
	Iteration 0F: 3 clusters Score -178993.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -179367.531250 Penalty: 2370.230713
	Iteration 1F: 3 clusters Score -179367.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -179447.828125 Penalty: 2370.230713
	Iteration 2F: 3 clusters Score -179447.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -179501.875000 Penalty: 2370.230713
	Iteration 3Q: 3 clusters Score -179501.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -179529.953125 Penalty: 2370.230713
	Iteration 4Q: 3 clusters Score -179530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -179546.046875 Penalty: 2370.230713
	Iteration 5Q: 3 clusters Score -179546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -179566.531250 Penalty: 2370.230713
	Iteration 6Q: 3 clusters Score -179566.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -179583.968750 Penalty: 2370.230713
	Iteration 7Q: 3 clusters Score -179584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -179600.296875 Penalty: 2370.230713
	Iteration 8Q: 3 clusters Score -179600.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -179615.000000 Penalty: 2370.230713
	Iteration 9Q: 3 clusters Score -179615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -179622.421875 Penalty: 2370.230713
	Iteration 10Q: 3 clusters Score -179622.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -179628.671875 Penalty: 2370.230713
	Iteration 11Q: 3 clusters Score -179628.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -179633.375000 Penalty: 2370.230713
	Iteration 12Q: 3 clusters Score -179633.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -179638.781250 Penalty: 2370.230713
	Iteration 13Q: 3 clusters Score -179638.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -179645.468750 Penalty: 2370.230713
	Iteration 14Q: 3 clusters Score -179645.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -179655.078125 Penalty: 2370.230713
	Iteration 15Q: 3 clusters Score -179655.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -179663.218750 Penalty: 2370.230713
	Iteration 16Q: 3 clusters Score -179663.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -179672.890625 Penalty: 2370.230713
	Iteration 17Q: 3 clusters Score -179672.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -179679.265625 Penalty: 2370.230713
	Iteration 18Q: 3 clusters Score -179679.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -179685.234375 Penalty: 2370.230713
	Iteration 19Q: 3 clusters Score -179685.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -179690.375000 Penalty: 2370.230713
	Iteration 20F: 3 clusters Score -179690.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -179701.781250 Penalty: 2370.230713
	Iteration 21Q: 3 clusters Score -179701.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -179712.875000 Penalty: 2370.230713
	Iteration 22Q: 3 clusters Score -179712.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -179729.328125 Penalty: 2370.230713
	Iteration 23Q: 3 clusters Score -179729.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -179745.765625 Penalty: 2370.230713
	Iteration 24Q: 3 clusters Score -179745.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -179763.375000 Penalty: 2370.230713
	Iteration 25Q: 3 clusters Score -179763.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -179779.656250 Penalty: 2370.230713
	Iteration 26Q: 3 clusters Score -179779.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -179799.234375 Penalty: 2370.230713
	Iteration 27Q: 3 clusters Score -179799.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -179824.843750 Penalty: 2370.230713
	Iteration 28Q: 3 clusters Score -179824.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -179856.968750 Penalty: 2370.230713
	Iteration 29Q: 3 clusters Score -179857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -179889.468750 Penalty: 2370.230713
	Iteration 30Q: 3 clusters Score -179889.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -179923.453125 Penalty: 2370.230713
	Iteration 31Q: 3 clusters Score -179923.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -179957.109375 Penalty: 2370.230713
	Iteration 32Q: 3 clusters Score -179957.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -179977.500000 Penalty: 2370.230713
	Iteration 33Q: 3 clusters Score -179977.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -179995.859375 Penalty: 2370.230713
	Iteration 34Q: 3 clusters Score -179995.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -180011.359375 Penalty: 2370.230713
	Iteration 35Q: 3 clusters Score -180011.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -180023.640625 Penalty: 2370.230713
	Iteration 36Q: 3 clusters Score -180023.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -180028.109375 Penalty: 2370.230713
	Iteration 37Q: 3 clusters Score -180028.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -180028.109375 Penalty: 2370.230713
	Iteration 38F: 3 clusters Score -180028.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -20106.158203 Penalty: 854.343018
	Iteration 0F: 2 clusters Score -20106.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19497.333984 Penalty: 1708.686035
	Iteration 0F: 3 clusters Score -19497.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -19640.919922 Penalty: 1708.686035
	Iteration 1F: 3 clusters Score -19640.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -19687.695312 Penalty: 1708.686035
	Iteration 2F: 3 clusters Score -19687.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -19718.664062 Penalty: 1708.686035
	Iteration 3Q: 3 clusters Score -19718.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -19731.208984 Penalty: 1708.686035
	Iteration 4Q: 3 clusters Score -19731.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -19747.666016 Penalty: 1708.686035
	Iteration 5Q: 3 clusters Score -19747.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -19747.666016 Penalty: 1708.686035
	Iteration 6F: 3 clusters Score -19747.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Entering Unmasked Estep 
Score: -457437.750000 Penalty: 1323.227051
	Iteration 0F: 2 clusters Score -457437.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -454483.187500 Penalty: 2646.454102
	Iteration 0F: 3 clusters Score -454483.2 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -455250.593750 Penalty: 2646.454102
	Iteration 1F: 3 clusters Score -455250.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -455450.250000 Penalty: 2646.454102
	Iteration 2F: 3 clusters Score -455450.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -455649.031250 Penalty: 2646.454102
	Iteration 3F: 3 clusters Score -455649 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -455835.062500 Penalty: 2646.454102
	Iteration 4F: 3 clusters Score -455835.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -456019.125000 Penalty: 2646.454102
	Iteration 5F: 3 clusters Score -456019.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -456183.218750 Penalty: 2646.454102
	Iteration 6F: 3 clusters Score -456183.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -456308.250000 Penalty: 2646.454102
	Iteration 7Q: 3 clusters Score -456308.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -456411.593750 Penalty: 2646.454102
	Iteration 8Q: 3 clusters Score -456411.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -456488.187500 Penalty: 2646.454102
	Iteration 9Q: 3 clusters Score -456488.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -456538.968750 Penalty: 2646.454102
	Iteration 10Q: 3 clusters Score -456539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -456573.375000 Penalty: 2646.454102
	Iteration 11Q: 3 clusters Score -456573.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -456596.718750 Penalty: 2646.454102
	Iteration 12Q: 3 clusters Score -456596.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -456610.500000 Penalty: 2646.454102
	Iteration 13Q: 3 clusters Score -456610.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -456615.625000 Penalty: 2646.454102
	Iteration 14Q: 3 clusters Score -456615.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -456618.250000 Penalty: 2646.454102
	Iteration 15Q: 3 clusters Score -456618.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -456618.625000 Penalty: 2646.454102
	Iteration 16Q: 3 clusters Score -456618.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -456621.000000 Penalty: 2646.454102
	Iteration 17Q: 3 clusters Score -456621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -456623.437500 Penalty: 2646.454102
	Iteration 18Q: 3 clusters Score -456623.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -456625.500000 Penalty: 2646.454102
	Iteration 19Q: 3 clusters Score -456625.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -456628.343750 Penalty: 2646.454102
	Iteration 20F: 3 clusters Score -456628.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -456630.562500 Penalty: 2646.454102
	Iteration 21Q: 3 clusters Score -456630.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -456631.781250 Penalty: 2646.454102
	Iteration 22Q: 3 clusters Score -456631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -456632.250000 Penalty: 2646.454102
	Iteration 23Q: 3 clusters Score -456632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -456632.625000 Penalty: 2646.454102
	Iteration 24Q: 3 clusters Score -456632.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -456632.625000 Penalty: 2646.454102
	Iteration 25F: 3 clusters Score -456632.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Entering Unmasked Estep 
Score: -512360.812500 Penalty: 1332.903320
	Iteration 0F: 2 clusters Score -512360.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -509251.781250 Penalty: 2665.806641
	Iteration 0F: 3 clusters Score -509251.8 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -510100.343750 Penalty: 2665.806641
	Iteration 1F: 3 clusters Score -510100.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -510357.625000 Penalty: 2665.806641
	Iteration 2F: 3 clusters Score -510357.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -510539.968750 Penalty: 2665.806641
	Iteration 3F: 3 clusters Score -510540 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -510661.031250 Penalty: 2665.806641
	Iteration 4F: 3 clusters Score -510661 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -510755.031250 Penalty: 2665.806641
	Iteration 5Q: 3 clusters Score -510755 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -510815.500000 Penalty: 2665.806641
	Iteration 6Q: 3 clusters Score -510815.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -510856.375000 Penalty: 2665.806641
	Iteration 7Q: 3 clusters Score -510856.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -510893.500000 Penalty: 2665.806641
	Iteration 8Q: 3 clusters Score -510893.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -510918.218750 Penalty: 2665.806641
	Iteration 9Q: 3 clusters Score -510918.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -510938.343750 Penalty: 2665.806641
	Iteration 10Q: 3 clusters Score -510938.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -510955.468750 Penalty: 2665.806641
	Iteration 11Q: 3 clusters Score -510955.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -510968.500000 Penalty: 2665.806641
	Iteration 12Q: 3 clusters Score -510968.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -510980.906250 Penalty: 2665.806641
	Iteration 13Q: 3 clusters Score -510980.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -510987.375000 Penalty: 2665.806641
	Iteration 14Q: 3 clusters Score -510987.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -510998.500000 Penalty: 2665.806641
	Iteration 15Q: 3 clusters Score -510998.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -511008.781250 Penalty: 2665.806641
	Iteration 16Q: 3 clusters Score -511008.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -511017.562500 Penalty: 2665.806641
	Iteration 17Q: 3 clusters Score -511017.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -511026.593750 Penalty: 2665.806641
	Iteration 18Q: 3 clusters Score -511026.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -511031.625000 Penalty: 2665.806641
	Iteration 19Q: 3 clusters Score -511031.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -511036.781250 Penalty: 2665.806641
	Iteration 20F: 3 clusters Score -511036.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -511040.968750 Penalty: 2665.806641
	Iteration 21Q: 3 clusters Score -511041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -511043.031250 Penalty: 2665.806641
	Iteration 22Q: 3 clusters Score -511043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -511047.968750 Penalty: 2665.806641
	Iteration 23Q: 3 clusters Score -511048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -511052.937500 Penalty: 2665.806641
	Iteration 24Q: 3 clusters Score -511052.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -511056.343750 Penalty: 2665.806641
	Iteration 25Q: 3 clusters Score -511056.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -511059.375000 Penalty: 2665.806641
	Iteration 26Q: 3 clusters Score -511059.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -511064.062500 Penalty: 2665.806641
	Iteration 27Q: 3 clusters Score -511064.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -511071.843750 Penalty: 2665.806641
	Iteration 28Q: 3 clusters Score -511071.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -511077.343750 Penalty: 2665.806641
	Iteration 29Q: 3 clusters Score -511077.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -511081.156250 Penalty: 2665.806641
	Iteration 30Q: 3 clusters Score -511081.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -511083.937500 Penalty: 2665.806641
	Iteration 31Q: 3 clusters Score -511083.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -511085.968750 Penalty: 2665.806641
	Iteration 32Q: 3 clusters Score -511086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -511086.531250 Penalty: 2665.806641
	Iteration 33Q: 3 clusters Score -511086.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -511088.375000 Penalty: 2665.806641
	Iteration 34Q: 3 clusters Score -511088.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -511089.781250 Penalty: 2665.806641
	Iteration 35Q: 3 clusters Score -511089.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -511091.062500 Penalty: 2665.806641
	Iteration 36Q: 3 clusters Score -511091.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -511094.437500 Penalty: 2665.806641
	Iteration 37Q: 3 clusters Score -511094.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -511097.281250 Penalty: 2665.806641
	Iteration 38Q: 3 clusters Score -511097.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -511099.718750 Penalty: 2665.806641
	Iteration 39Q: 3 clusters Score -511099.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -511102.687500 Penalty: 2665.806641
	Iteration 40F: 3 clusters Score -511102.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -511104.062500 Penalty: 2665.806641
	Iteration 41Q: 3 clusters Score -511104.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -511107.437500 Penalty: 2665.806641
	Iteration 42Q: 3 clusters Score -511107.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -511109.781250 Penalty: 2665.806641
	Iteration 43Q: 3 clusters Score -511109.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -511112.468750 Penalty: 2665.806641
	Iteration 44Q: 3 clusters Score -511112.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -511116.781250 Penalty: 2665.806641
	Iteration 45Q: 3 clusters Score -511116.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -511120.250000 Penalty: 2665.806641
	Iteration 46Q: 3 clusters Score -511120.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -511121.375000 Penalty: 2665.806641
	Iteration 47Q: 3 clusters Score -511121.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -511123.031250 Penalty: 2665.806641
	Iteration 48Q: 3 clusters Score -511123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -511124.875000 Penalty: 2665.806641
	Iteration 49Q: 3 clusters Score -511124.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -511125.031250 Penalty: 2665.806641
	Iteration 50Q: 3 clusters Score -511125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -511127.406250 Penalty: 2665.806641
	Iteration 51Q: 3 clusters Score -511127.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -511128.843750 Penalty: 2665.806641
	Iteration 52Q: 3 clusters Score -511128.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -511131.656250 Penalty: 2665.806641
	Iteration 53Q: 3 clusters Score -511131.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -511136.250000 Penalty: 2665.806641
	Iteration 54Q: 3 clusters Score -511136.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -511140.968750 Penalty: 2665.806641
	Iteration 55Q: 3 clusters Score -511141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -511146.500000 Penalty: 2665.806641
	Iteration 56Q: 3 clusters Score -511146.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -511149.156250 Penalty: 2665.806641
	Iteration 57Q: 3 clusters Score -511149.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -511151.531250 Penalty: 2665.806641
	Iteration 58Q: 3 clusters Score -511151.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -511155.562500 Penalty: 2665.806641
	Iteration 59Q: 3 clusters Score -511155.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -511158.875000 Penalty: 2665.806641
	Iteration 60F: 3 clusters Score -511158.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -511163.906250 Penalty: 2665.806641
	Iteration 61Q: 3 clusters Score -511163.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -511171.906250 Penalty: 2665.806641
	Iteration 62Q: 3 clusters Score -511171.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -511175.843750 Penalty: 2665.806641
	Iteration 63Q: 3 clusters Score -511175.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -511180.750000 Penalty: 2665.806641
	Iteration 64Q: 3 clusters Score -511180.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -511186.468750 Penalty: 2665.806641
	Iteration 65Q: 3 clusters Score -511186.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -511189.375000 Penalty: 2665.806641
	Iteration 66Q: 3 clusters Score -511189.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -511194.687500 Penalty: 2665.806641
	Iteration 67Q: 3 clusters Score -511194.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -511199.375000 Penalty: 2665.806641
	Iteration 68Q: 3 clusters Score -511199.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -511206.500000 Penalty: 2665.806641
	Iteration 69Q: 3 clusters Score -511206.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -511210.000000 Penalty: 2665.806641
	Iteration 70Q: 3 clusters Score -511210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -511212.187500 Penalty: 2665.806641
	Iteration 71Q: 3 clusters Score -511212.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -511214.875000 Penalty: 2665.806641
	Iteration 72Q: 3 clusters Score -511214.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -511215.406250 Penalty: 2665.806641
	Iteration 73Q: 3 clusters Score -511215.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -511215.625000 Penalty: 2665.806641
	Iteration 74Q: 3 clusters Score -511215.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -511216.625000 Penalty: 2665.806641
	Iteration 75Q: 3 clusters Score -511216.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -511216.625000 Penalty: 2665.806641
	Iteration 76F: 3 clusters Score -511216.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (25535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Entering Unmasked Estep 
Score: -3902439.500000 Penalty: 1649.018311
	Iteration 0F: 2 clusters Score -3902440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -3887468.250000 Penalty: 3298.036621
	Iteration 0F: 3 clusters Score -3887468 nChanged 11612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3893830.000000 Penalty: 3298.036621
	Iteration 1F: 3 clusters Score -3893830 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3894255.250000 Penalty: 3298.036621
	Iteration 2Q: 3 clusters Score -3894255 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -3894753.500000 Penalty: 3298.036621
	Iteration 3Q: 3 clusters Score -3894754 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -3895382.250000 Penalty: 3298.036621
	Iteration 4Q: 3 clusters Score -3895382 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -3896129.750000 Penalty: 3298.036621
	Iteration 5F: 3 clusters Score -3896130 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3896989.500000 Penalty: 3298.036621
	Iteration 6F: 3 clusters Score -3896990 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -3897849.500000 Penalty: 3298.036621
	Iteration 7F: 3 clusters Score -3897850 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -3898509.750000 Penalty: 3298.036621
	Iteration 8Q: 3 clusters Score -3898510 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -3898940.750000 Penalty: 3298.036621
	Iteration 9Q: 3 clusters Score -3898941 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -3899223.500000 Penalty: 3298.036621
	Iteration 10Q: 3 clusters Score -3899224 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -3899398.000000 Penalty: 3298.036621
	Iteration 11Q: 3 clusters Score -3899398 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3899503.500000 Penalty: 3298.036621
	Iteration 12Q: 3 clusters Score -3899504 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -3899554.250000 Penalty: 3298.036621
	Iteration 13Q: 3 clusters Score -3899554 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3899568.000000 Penalty: 3298.036621
	Iteration 14Q: 3 clusters Score -3899568 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -3899572.750000 Penalty: 3298.036621
	Iteration 15Q: 3 clusters Score -3899573 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3899589.000000 Penalty: 3298.036621
	Iteration 16Q: 3 clusters Score -3899589 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3899621.750000 Penalty: 3298.036621
	Iteration 17Q: 3 clusters Score -3899622 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3899636.250000 Penalty: 3298.036621
	Iteration 18Q: 3 clusters Score -3899636 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3899651.000000 Penalty: 3298.036621
	Iteration 19Q: 3 clusters Score -3899651 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -3899660.750000 Penalty: 3298.036621
	Iteration 20F: 3 clusters Score -3899661 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3899666.000000 Penalty: 3298.036621
	Iteration 21Q: 3 clusters Score -3899666 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3899679.750000 Penalty: 3298.036621
	Iteration 22Q: 3 clusters Score -3899680 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -3899678.500000 Penalty: 3298.036621
	Iteration 23Q: 3 clusters Score -3899678 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3899691.500000 Penalty: 3298.036621
	Iteration 24Q: 3 clusters Score -3899692 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3899700.000000 Penalty: 3298.036621
	Iteration 25Q: 3 clusters Score -3899700 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3899722.500000 Penalty: 3298.036621
	Iteration 26Q: 3 clusters Score -3899722 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3899737.750000 Penalty: 3298.036621
	Iteration 27Q: 3 clusters Score -3899738 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -3899764.000000 Penalty: 3298.036621
	Iteration 28Q: 3 clusters Score -3899764 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3899793.000000 Penalty: 3298.036621
	Iteration 29Q: 3 clusters Score -3899793 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3899811.500000 Penalty: 3298.036621
	Iteration 30Q: 3 clusters Score -3899812 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3899854.000000 Penalty: 3298.036621
	Iteration 31Q: 3 clusters Score -3899854 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3899889.000000 Penalty: 3298.036621
	Iteration 32Q: 3 clusters Score -3899889 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3899927.000000 Penalty: 3298.036621
	Iteration 33Q: 3 clusters Score -3899927 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3899957.250000 Penalty: 3298.036621
	Iteration 34Q: 3 clusters Score -3899957 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3899998.500000 Penalty: 3298.036621
	Iteration 35Q: 3 clusters Score -3899998 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3900022.500000 Penalty: 3298.036621
	Iteration 36Q: 3 clusters Score -3900022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3900031.250000 Penalty: 3298.036621
	Iteration 37Q: 3 clusters Score -3900031 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3900081.250000 Penalty: 3298.036621
	Iteration 38Q: 3 clusters Score -3900081 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3900106.750000 Penalty: 3298.036621
	Iteration 39Q: 3 clusters Score -3900107 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3900146.000000 Penalty: 3298.036621
	Iteration 40F: 3 clusters Score -3900146 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3900162.000000 Penalty: 3298.036621
	Iteration 41Q: 3 clusters Score -3900162 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3900198.750000 Penalty: 3298.036621
	Iteration 42Q: 3 clusters Score -3900199 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3900236.250000 Penalty: 3298.036621
	Iteration 43Q: 3 clusters Score -3900236 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3900285.250000 Penalty: 3298.036621
	Iteration 44Q: 3 clusters Score -3900285 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3900331.250000 Penalty: 3298.036621
	Iteration 45Q: 3 clusters Score -3900331 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3900363.250000 Penalty: 3298.036621
	Iteration 46Q: 3 clusters Score -3900363 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3900383.500000 Penalty: 3298.036621
	Iteration 47Q: 3 clusters Score -3900384 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3900411.500000 Penalty: 3298.036621
	Iteration 48Q: 3 clusters Score -3900412 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3900425.500000 Penalty: 3298.036621
	Iteration 49Q: 3 clusters Score -3900426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3900448.500000 Penalty: 3298.036621
	Iteration 50Q: 3 clusters Score -3900448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3900482.250000 Penalty: 3298.036621
	Iteration 51Q: 3 clusters Score -3900482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3900476.750000 Penalty: 3298.036621
	Iteration 52Q: 3 clusters Score -3900477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3900489.750000 Penalty: 3298.036621
	Iteration 53Q: 3 clusters Score -3900490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3900521.000000 Penalty: 3298.036621
	Iteration 54Q: 3 clusters Score -3900521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3900555.500000 Penalty: 3298.036621
	Iteration 55Q: 3 clusters Score -3900556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3900569.250000 Penalty: 3298.036621
	Iteration 56Q: 3 clusters Score -3900569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3900593.750000 Penalty: 3298.036621
	Iteration 57Q: 3 clusters Score -3900594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3900618.500000 Penalty: 3298.036621
	Iteration 58Q: 3 clusters Score -3900618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3900647.000000 Penalty: 3298.036621
	Iteration 59Q: 3 clusters Score -3900647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3900694.000000 Penalty: 3298.036621
	Iteration 60F: 3 clusters Score -3900694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3900711.250000 Penalty: 3298.036621
	Iteration 61Q: 3 clusters Score -3900711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3900723.750000 Penalty: 3298.036621
	Iteration 62Q: 3 clusters Score -3900724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3900732.000000 Penalty: 3298.036621
	Iteration 63Q: 3 clusters Score -3900732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3900743.250000 Penalty: 3298.036621
	Iteration 64Q: 3 clusters Score -3900743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3900772.750000 Penalty: 3298.036621
	Iteration 65Q: 3 clusters Score -3900773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3900786.500000 Penalty: 3298.036621
	Iteration 66Q: 3 clusters Score -3900786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3900792.750000 Penalty: 3298.036621
	Iteration 67Q: 3 clusters Score -3900793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3900801.500000 Penalty: 3298.036621
	Iteration 68Q: 3 clusters Score -3900802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3900810.500000 Penalty: 3298.036621
	Iteration 69Q: 3 clusters Score -3900810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3900816.500000 Penalty: 3298.036621
	Iteration 70Q: 3 clusters Score -3900816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3900826.750000 Penalty: 3298.036621
	Iteration 71Q: 3 clusters Score -3900827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3900820.750000 Penalty: 3298.036621
	Iteration 72Q: 3 clusters Score -3900821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3900831.750000 Penalty: 3298.036621
	Iteration 73Q: 3 clusters Score -3900832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3900841.750000 Penalty: 3298.036621
	Iteration 74Q: 3 clusters Score -3900842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3900848.250000 Penalty: 3298.036621
	Iteration 75Q: 3 clusters Score -3900848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3900856.250000 Penalty: 3298.036621
	Iteration 76Q: 3 clusters Score -3900856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3900857.750000 Penalty: 3298.036621
	Iteration 77Q: 3 clusters Score -3900858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3900857.000000 Penalty: 3298.036621
	Iteration 78Q: 3 clusters Score -3900857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3900866.250000 Penalty: 3298.036621
	Iteration 79Q: 3 clusters Score -3900866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3900865.000000 Penalty: 3298.036621
	Iteration 80F: 3 clusters Score -3900865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3900870.750000 Penalty: 3298.036621
	Iteration 81Q: 3 clusters Score -3900871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3900875.750000 Penalty: 3298.036621
	Iteration 82Q: 3 clusters Score -3900876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3900883.000000 Penalty: 3298.036621
	Iteration 83Q: 3 clusters Score -3900883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3900885.000000 Penalty: 3298.036621
	Iteration 84Q: 3 clusters Score -3900885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3900881.750000 Penalty: 3298.036621
	Iteration 85Q: 3 clusters Score -3900882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3900881.750000 Penalty: 3298.036621
	Iteration 86F: 3 clusters Score -3900882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (15565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Entering Unmasked Estep 
Score: -2304557.500000 Penalty: 1568.576782
	Iteration 0F: 2 clusters Score -2304558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2293997.000000 Penalty: 3137.153564
	Iteration 0F: 3 clusters Score -2293997 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2297755.250000 Penalty: 3137.153564
	Iteration 1F: 3 clusters Score -2297755 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2298117.750000 Penalty: 3137.153564
	Iteration 2F: 3 clusters Score -2298118 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2298472.000000 Penalty: 3137.153564
	Iteration 3F: 3 clusters Score -2298472 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2298770.000000 Penalty: 3137.153564
	Iteration 4Q: 3 clusters Score -2298770 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2299071.750000 Penalty: 3137.153564
	Iteration 5Q: 3 clusters Score -2299072 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2299420.250000 Penalty: 3137.153564
	Iteration 6Q: 3 clusters Score -2299420 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2299829.500000 Penalty: 3137.153564
	Iteration 7Q: 3 clusters Score -2299830 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2300290.500000 Penalty: 3137.153564
	Iteration 8F: 3 clusters Score -2300290 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2300775.000000 Penalty: 3137.153564
	Iteration 9F: 3 clusters Score -2300775 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2301222.500000 Penalty: 3137.153564
	Iteration 10Q: 3 clusters Score -2301222 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2301591.500000 Penalty: 3137.153564
	Iteration 11Q: 3 clusters Score -2301592 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2301866.000000 Penalty: 3137.153564
	Iteration 12Q: 3 clusters Score -2301866 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2302113.000000 Penalty: 3137.153564
	Iteration 13Q: 3 clusters Score -2302113 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2302319.250000 Penalty: 3137.153564
	Iteration 14Q: 3 clusters Score -2302319 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2302488.500000 Penalty: 3137.153564
	Iteration 15Q: 3 clusters Score -2302488 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2302625.000000 Penalty: 3137.153564
	Iteration 16Q: 3 clusters Score -2302625 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2302714.500000 Penalty: 3137.153564
	Iteration 17Q: 3 clusters Score -2302714 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2302795.500000 Penalty: 3137.153564
	Iteration 18Q: 3 clusters Score -2302796 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2302872.500000 Penalty: 3137.153564
	Iteration 19Q: 3 clusters Score -2302872 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2302920.500000 Penalty: 3137.153564
	Iteration 20F: 3 clusters Score -2302920 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2303006.750000 Penalty: 3137.153564
	Iteration 21Q: 3 clusters Score -2303007 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2303062.000000 Penalty: 3137.153564
	Iteration 22Q: 3 clusters Score -2303062 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2303104.000000 Penalty: 3137.153564
	Iteration 23Q: 3 clusters Score -2303104 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2303137.500000 Penalty: 3137.153564
	Iteration 24Q: 3 clusters Score -2303138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2303158.000000 Penalty: 3137.153564
	Iteration 25Q: 3 clusters Score -2303158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2303168.500000 Penalty: 3137.153564
	Iteration 26Q: 3 clusters Score -2303168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2303182.500000 Penalty: 3137.153564
	Iteration 27Q: 3 clusters Score -2303182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2303190.250000 Penalty: 3137.153564
	Iteration 28Q: 3 clusters Score -2303190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2303198.500000 Penalty: 3137.153564
	Iteration 29Q: 3 clusters Score -2303198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2303210.000000 Penalty: 3137.153564
	Iteration 30Q: 3 clusters Score -2303210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2303204.250000 Penalty: 3137.153564
	Iteration 31Q: 3 clusters Score -2303204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2303215.750000 Penalty: 3137.153564
	Iteration 32Q: 3 clusters Score -2303216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2303223.500000 Penalty: 3137.153564
	Iteration 33Q: 3 clusters Score -2303224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2303224.250000 Penalty: 3137.153564
	Iteration 34Q: 3 clusters Score -2303224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2303231.000000 Penalty: 3137.153564
	Iteration 35Q: 3 clusters Score -2303231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2303233.500000 Penalty: 3137.153564
	Iteration 36Q: 3 clusters Score -2303234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2303233.000000 Penalty: 3137.153564
	Iteration 37Q: 3 clusters Score -2303233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2303233.750000 Penalty: 3137.153564
	Iteration 38Q: 3 clusters Score -2303234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2303233.750000 Penalty: 3137.153564
	Iteration 39Q: 3 clusters Score -2303234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2303235.000000 Penalty: 3137.153564
	Iteration 40F: 3 clusters Score -2303235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2303236.750000 Penalty: 3137.153564
	Iteration 41Q: 3 clusters Score -2303237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2303236.750000 Penalty: 3137.153564
	Iteration 42Q: 3 clusters Score -2303237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2303240.750000 Penalty: 3137.153564
	Iteration 43Q: 3 clusters Score -2303241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2303241.000000 Penalty: 3137.153564
	Iteration 44Q: 3 clusters Score -2303241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2303242.500000 Penalty: 3137.153564
	Iteration 45Q: 3 clusters Score -2303242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2303242.750000 Penalty: 3137.153564
	Iteration 46Q: 3 clusters Score -2303243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2303245.000000 Penalty: 3137.153564
	Iteration 47Q: 3 clusters Score -2303245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2303247.500000 Penalty: 3137.153564
	Iteration 48Q: 3 clusters Score -2303248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2303247.000000 Penalty: 3137.153564
	Iteration 49Q: 3 clusters Score -2303247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2303249.000000 Penalty: 3137.153564
	Iteration 50Q: 3 clusters Score -2303249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2303250.250000 Penalty: 3137.153564
	Iteration 51Q: 3 clusters Score -2303250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2303251.000000 Penalty: 3137.153564
	Iteration 52Q: 3 clusters Score -2303251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2303252.750000 Penalty: 3137.153564
	Iteration 53Q: 3 clusters Score -2303253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2303253.250000 Penalty: 3137.153564
	Iteration 54Q: 3 clusters Score -2303253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2303252.000000 Penalty: 3137.153564
	Iteration 55Q: 3 clusters Score -2303252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2303256.250000 Penalty: 3137.153564
	Iteration 56Q: 3 clusters Score -2303256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2303254.500000 Penalty: 3137.153564
	Iteration 57Q: 3 clusters Score -2303254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2303258.250000 Penalty: 3137.153564
	Iteration 58Q: 3 clusters Score -2303258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2303260.250000 Penalty: 3137.153564
	Iteration 59Q: 3 clusters Score -2303260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2303262.750000 Penalty: 3137.153564
	Iteration 60F: 3 clusters Score -2303263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2303265.000000 Penalty: 3137.153564
	Iteration 61Q: 3 clusters Score -2303265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2303264.500000 Penalty: 3137.153564
	Iteration 62Q: 3 clusters Score -2303264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2303264.500000 Penalty: 3137.153564
	Iteration 63Q: 3 clusters Score -2303264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2303264.500000 Penalty: 3137.153564
	Iteration 64F: 3 clusters Score -2303264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Entering Unmasked Estep 
Score: -2034365.750000 Penalty: 1544.445190
	Iteration 0F: 2 clusters Score -2034366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2025085.000000 Penalty: 3088.890381
	Iteration 0F: 3 clusters Score -2025085 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2028367.375000 Penalty: 3088.890381
	Iteration 1F: 3 clusters Score -2028367 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2028786.250000 Penalty: 3088.890381
	Iteration 2F: 3 clusters Score -2028786 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2029161.750000 Penalty: 3088.890381
	Iteration 3F: 3 clusters Score -2029162 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2029519.750000 Penalty: 3088.890381
	Iteration 4F: 3 clusters Score -2029520 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2029876.000000 Penalty: 3088.890381
	Iteration 5F: 3 clusters Score -2029876 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2030249.125000 Penalty: 3088.890381
	Iteration 6F: 3 clusters Score -2030249 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2030622.250000 Penalty: 3088.890381
	Iteration 7F: 3 clusters Score -2030622 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2031068.375000 Penalty: 3088.890381
	Iteration 8F: 3 clusters Score -2031068 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2031469.250000 Penalty: 3088.890381
	Iteration 9Q: 3 clusters Score -2031469 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2031875.000000 Penalty: 3088.890381
	Iteration 10Q: 3 clusters Score -2031875 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2032225.125000 Penalty: 3088.890381
	Iteration 11Q: 3 clusters Score -2032225 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2032518.625000 Penalty: 3088.890381
	Iteration 12Q: 3 clusters Score -2032519 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2032702.875000 Penalty: 3088.890381
	Iteration 13Q: 3 clusters Score -2032703 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2032814.000000 Penalty: 3088.890381
	Iteration 14Q: 3 clusters Score -2032814 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2032864.875000 Penalty: 3088.890381
	Iteration 15Q: 3 clusters Score -2032865 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2032922.125000 Penalty: 3088.890381
	Iteration 16Q: 3 clusters Score -2032922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2032943.875000 Penalty: 3088.890381
	Iteration 17Q: 3 clusters Score -2032944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2032955.000000 Penalty: 3088.890381
	Iteration 18Q: 3 clusters Score -2032955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2032969.250000 Penalty: 3088.890381
	Iteration 19Q: 3 clusters Score -2032969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2032975.750000 Penalty: 3088.890381
	Iteration 20F: 3 clusters Score -2032976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2032978.125000 Penalty: 3088.890381
	Iteration 21Q: 3 clusters Score -2032978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2032978.375000 Penalty: 3088.890381
	Iteration 22Q: 3 clusters Score -2032978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2032985.750000 Penalty: 3088.890381
	Iteration 23Q: 3 clusters Score -2032986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2032989.375000 Penalty: 3088.890381
	Iteration 24Q: 3 clusters Score -2032989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2032993.375000 Penalty: 3088.890381
	Iteration 25Q: 3 clusters Score -2032993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2032993.500000 Penalty: 3088.890381
	Iteration 26Q: 3 clusters Score -2032994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2032993.500000 Penalty: 3088.890381
	Iteration 27F: 3 clusters Score -2032994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Entering Unmasked Estep 
Score: -607409.875000 Penalty: 1347.376343
	Iteration 0F: 2 clusters Score -607409.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -604120.187500 Penalty: 2694.752686
	Iteration 0F: 3 clusters Score -604120.2 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -605020.312500 Penalty: 2694.752686
	Iteration 1F: 3 clusters Score -605020.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -605207.750000 Penalty: 2694.752686
	Iteration 2F: 3 clusters Score -605207.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -605286.312500 Penalty: 2694.752686
	Iteration 3Q: 3 clusters Score -605286.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -605344.062500 Penalty: 2694.752686
	Iteration 4Q: 3 clusters Score -605344.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -605381.187500 Penalty: 2694.752686
	Iteration 5Q: 3 clusters Score -605381.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -605403.375000 Penalty: 2694.752686
	Iteration 6Q: 3 clusters Score -605403.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -605425.625000 Penalty: 2694.752686
	Iteration 7Q: 3 clusters Score -605425.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -605449.000000 Penalty: 2694.752686
	Iteration 8Q: 3 clusters Score -605449 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -605470.937500 Penalty: 2694.752686
	Iteration 9Q: 3 clusters Score -605470.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -605487.000000 Penalty: 2694.752686
	Iteration 10Q: 3 clusters Score -605487 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -605501.750000 Penalty: 2694.752686
	Iteration 11Q: 3 clusters Score -605501.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -605508.125000 Penalty: 2694.752686
	Iteration 12Q: 3 clusters Score -605508.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -605513.250000 Penalty: 2694.752686
	Iteration 13Q: 3 clusters Score -605513.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -605522.250000 Penalty: 2694.752686
	Iteration 14Q: 3 clusters Score -605522.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -605529.875000 Penalty: 2694.752686
	Iteration 15Q: 3 clusters Score -605529.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -605535.125000 Penalty: 2694.752686
	Iteration 16Q: 3 clusters Score -605535.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -605540.625000 Penalty: 2694.752686
	Iteration 17Q: 3 clusters Score -605540.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -605545.437500 Penalty: 2694.752686
	Iteration 18Q: 3 clusters Score -605545.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -605551.875000 Penalty: 2694.752686
	Iteration 19Q: 3 clusters Score -605551.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -605559.125000 Penalty: 2694.752686
	Iteration 20F: 3 clusters Score -605559.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -605564.625000 Penalty: 2694.752686
	Iteration 21Q: 3 clusters Score -605564.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -605567.187500 Penalty: 2694.752686
	Iteration 22Q: 3 clusters Score -605567.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -605572.437500 Penalty: 2694.752686
	Iteration 23Q: 3 clusters Score -605572.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -605576.250000 Penalty: 2694.752686
	Iteration 24Q: 3 clusters Score -605576.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -605578.187500 Penalty: 2694.752686
	Iteration 25Q: 3 clusters Score -605578.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -605579.125000 Penalty: 2694.752686
	Iteration 26Q: 3 clusters Score -605579.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -605581.937500 Penalty: 2694.752686
	Iteration 27Q: 3 clusters Score -605581.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -605582.625000 Penalty: 2694.752686
	Iteration 28Q: 3 clusters Score -605582.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -605582.562500 Penalty: 2694.752686
	Iteration 29Q: 3 clusters Score -605582.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -605582.500000 Penalty: 2694.752686
	Iteration 30Q: 3 clusters Score -605582.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -605583.125000 Penalty: 2694.752686
	Iteration 31Q: 3 clusters Score -605583.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -605586.812500 Penalty: 2694.752686
	Iteration 32Q: 3 clusters Score -605586.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -605589.375000 Penalty: 2694.752686
	Iteration 33Q: 3 clusters Score -605589.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -605590.437500 Penalty: 2694.752686
	Iteration 34Q: 3 clusters Score -605590.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -605591.937500 Penalty: 2694.752686
	Iteration 35Q: 3 clusters Score -605591.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -605593.562500 Penalty: 2694.752686
	Iteration 36Q: 3 clusters Score -605593.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -605594.250000 Penalty: 2694.752686
	Iteration 37Q: 3 clusters Score -605594.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -605593.875000 Penalty: 2694.752686
	Iteration 38Q: 3 clusters Score -605593.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -605594.687500 Penalty: 2694.752686
	Iteration 39Q: 3 clusters Score -605594.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -605594.687500 Penalty: 2694.752686
	Iteration 40F: 3 clusters Score -605594.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (18936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Entering Unmasked Estep 
Score: -2896181.250000 Penalty: 1600.433228
	Iteration 0F: 2 clusters Score -2896181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2883931.500000 Penalty: 3200.866455
	Iteration 0F: 3 clusters Score -2883932 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2888430.750000 Penalty: 3200.866455
	Iteration 1F: 3 clusters Score -2888431 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2888781.500000 Penalty: 3200.866455
	Iteration 2F: 3 clusters Score -2888782 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2889122.750000 Penalty: 3200.866455
	Iteration 3F: 3 clusters Score -2889123 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2889427.000000 Penalty: 3200.866455
	Iteration 4Q: 3 clusters Score -2889427 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2889781.000000 Penalty: 3200.866455
	Iteration 5Q: 3 clusters Score -2889781 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2890158.250000 Penalty: 3200.866455
	Iteration 6Q: 3 clusters Score -2890158 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2890570.750000 Penalty: 3200.866455
	Iteration 7Q: 3 clusters Score -2890571 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2891100.500000 Penalty: 3200.866455
	Iteration 8F: 3 clusters Score -2891100 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2891723.750000 Penalty: 3200.866455
	Iteration 9F: 3 clusters Score -2891724 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2892308.500000 Penalty: 3200.866455
	Iteration 10Q: 3 clusters Score -2892308 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2892828.000000 Penalty: 3200.866455
	Iteration 11Q: 3 clusters Score -2892828 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2893247.250000 Penalty: 3200.866455
	Iteration 12Q: 3 clusters Score -2893247 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2893619.500000 Penalty: 3200.866455
	Iteration 13Q: 3 clusters Score -2893620 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2893900.750000 Penalty: 3200.866455
	Iteration 14Q: 3 clusters Score -2893901 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2894095.500000 Penalty: 3200.866455
	Iteration 15Q: 3 clusters Score -2894096 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2894255.000000 Penalty: 3200.866455
	Iteration 16Q: 3 clusters Score -2894255 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2894361.250000 Penalty: 3200.866455
	Iteration 17Q: 3 clusters Score -2894361 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2894444.000000 Penalty: 3200.866455
	Iteration 18Q: 3 clusters Score -2894444 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2894509.000000 Penalty: 3200.866455
	Iteration 19Q: 3 clusters Score -2894509 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2894551.250000 Penalty: 3200.866455
	Iteration 20F: 3 clusters Score -2894551 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2894601.000000 Penalty: 3200.866455
	Iteration 21Q: 3 clusters Score -2894601 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2894643.250000 Penalty: 3200.866455
	Iteration 22Q: 3 clusters Score -2894643 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2894691.250000 Penalty: 3200.866455
	Iteration 23Q: 3 clusters Score -2894691 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2894734.500000 Penalty: 3200.866455
	Iteration 24Q: 3 clusters Score -2894734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2894757.750000 Penalty: 3200.866455
	Iteration 25Q: 3 clusters Score -2894758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2894781.500000 Penalty: 3200.866455
	Iteration 26Q: 3 clusters Score -2894782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2894801.750000 Penalty: 3200.866455
	Iteration 27Q: 3 clusters Score -2894802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2894812.750000 Penalty: 3200.866455
	Iteration 28Q: 3 clusters Score -2894813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2894816.500000 Penalty: 3200.866455
	Iteration 29Q: 3 clusters Score -2894816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2894822.250000 Penalty: 3200.866455
	Iteration 30Q: 3 clusters Score -2894822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2894816.500000 Penalty: 3200.866455
	Iteration 31Q: 3 clusters Score -2894816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2894820.750000 Penalty: 3200.866455
	Iteration 32Q: 3 clusters Score -2894821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2894822.500000 Penalty: 3200.866455
	Iteration 33Q: 3 clusters Score -2894822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2894824.750000 Penalty: 3200.866455
	Iteration 34Q: 3 clusters Score -2894825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2894826.000000 Penalty: 3200.866455
	Iteration 35Q: 3 clusters Score -2894826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2894835.500000 Penalty: 3200.866455
	Iteration 36Q: 3 clusters Score -2894836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2894848.750000 Penalty: 3200.866455
	Iteration 37Q: 3 clusters Score -2894849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2894853.500000 Penalty: 3200.866455
	Iteration 38Q: 3 clusters Score -2894854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2894852.250000 Penalty: 3200.866455
	Iteration 39Q: 3 clusters Score -2894852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2894858.000000 Penalty: 3200.866455
	Iteration 40F: 3 clusters Score -2894858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2894858.250000 Penalty: 3200.866455
	Iteration 41Q: 3 clusters Score -2894858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2894856.500000 Penalty: 3200.866455
	Iteration 42Q: 3 clusters Score -2894856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2894859.250000 Penalty: 3200.866455
	Iteration 43Q: 3 clusters Score -2894859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2894858.250000 Penalty: 3200.866455
	Iteration 44Q: 3 clusters Score -2894858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2894863.000000 Penalty: 3200.866455
	Iteration 45Q: 3 clusters Score -2894863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2894862.250000 Penalty: 3200.866455
	Iteration 46Q: 3 clusters Score -2894862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2894868.750000 Penalty: 3200.866455
	Iteration 47Q: 3 clusters Score -2894869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2894868.500000 Penalty: 3200.866455
	Iteration 48Q: 3 clusters Score -2894868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2894872.250000 Penalty: 3200.866455
	Iteration 49Q: 3 clusters Score -2894872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2894872.250000 Penalty: 3200.866455
	Iteration 50F: 3 clusters Score -2894872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Entering Unmasked Estep 
Score: -369274.718750 Penalty: 1287.367432
	Iteration 0F: 2 clusters Score -369274.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -366726.937500 Penalty: 2574.734863
	Iteration 0F: 3 clusters Score -366726.9 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -367410.687500 Penalty: 2574.734863
	Iteration 1F: 3 clusters Score -367410.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -367603.875000 Penalty: 2574.734863
	Iteration 2F: 3 clusters Score -367603.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -367753.000000 Penalty: 2574.734863
	Iteration 3F: 3 clusters Score -367753 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -367870.187500 Penalty: 2574.734863
	Iteration 4F: 3 clusters Score -367870.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -367955.468750 Penalty: 2574.734863
	Iteration 5Q: 3 clusters Score -367955.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -368044.562500 Penalty: 2574.734863
	Iteration 6Q: 3 clusters Score -368044.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -368141.093750 Penalty: 2574.734863
	Iteration 7Q: 3 clusters Score -368141.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -368260.531250 Penalty: 2574.734863
	Iteration 8Q: 3 clusters Score -368260.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -368385.687500 Penalty: 2574.734863
	Iteration 9Q: 3 clusters Score -368385.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -368493.937500 Penalty: 2574.734863
	Iteration 10Q: 3 clusters Score -368493.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -368574.187500 Penalty: 2574.734863
	Iteration 11Q: 3 clusters Score -368574.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -368624.625000 Penalty: 2574.734863
	Iteration 12Q: 3 clusters Score -368624.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -368653.031250 Penalty: 2574.734863
	Iteration 13Q: 3 clusters Score -368653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -368670.031250 Penalty: 2574.734863
	Iteration 14Q: 3 clusters Score -368670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -368682.468750 Penalty: 2574.734863
	Iteration 15Q: 3 clusters Score -368682.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -368690.093750 Penalty: 2574.734863
	Iteration 16Q: 3 clusters Score -368690.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -368697.875000 Penalty: 2574.734863
	Iteration 17Q: 3 clusters Score -368697.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -368708.406250 Penalty: 2574.734863
	Iteration 18Q: 3 clusters Score -368708.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -368716.812500 Penalty: 2574.734863
	Iteration 19Q: 3 clusters Score -368716.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -368721.437500 Penalty: 2574.734863
	Iteration 20F: 3 clusters Score -368721.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -368725.218750 Penalty: 2574.734863
	Iteration 21Q: 3 clusters Score -368725.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -368726.531250 Penalty: 2574.734863
	Iteration 22Q: 3 clusters Score -368726.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -368728.718750 Penalty: 2574.734863
	Iteration 23Q: 3 clusters Score -368728.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -368730.156250 Penalty: 2574.734863
	Iteration 24Q: 3 clusters Score -368730.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -368731.125000 Penalty: 2574.734863
	Iteration 25Q: 3 clusters Score -368731.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -368733.062500 Penalty: 2574.734863
	Iteration 26Q: 3 clusters Score -368733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -368734.062500 Penalty: 2574.734863
	Iteration 27Q: 3 clusters Score -368734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -368734.437500 Penalty: 2574.734863
	Iteration 28Q: 3 clusters Score -368734.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -368736.625000 Penalty: 2574.734863
	Iteration 29Q: 3 clusters Score -368736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -368737.812500 Penalty: 2574.734863
	Iteration 30Q: 3 clusters Score -368737.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -368738.906250 Penalty: 2574.734863
	Iteration 31Q: 3 clusters Score -368738.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -368739.250000 Penalty: 2574.734863
	Iteration 32Q: 3 clusters Score -368739.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -368739.281250 Penalty: 2574.734863
	Iteration 33Q: 3 clusters Score -368739.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -368741.375000 Penalty: 2574.734863
	Iteration 34Q: 3 clusters Score -368741.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -368742.718750 Penalty: 2574.734863
	Iteration 35Q: 3 clusters Score -368742.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -368743.906250 Penalty: 2574.734863
	Iteration 36Q: 3 clusters Score -368743.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -368744.687500 Penalty: 2574.734863
	Iteration 37Q: 3 clusters Score -368744.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -368745.781250 Penalty: 2574.734863
	Iteration 38Q: 3 clusters Score -368745.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -368746.687500 Penalty: 2574.734863
	Iteration 39Q: 3 clusters Score -368746.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -368748.250000 Penalty: 2574.734863
	Iteration 40F: 3 clusters Score -368748.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -368748.562500 Penalty: 2574.734863
	Iteration 41Q: 3 clusters Score -368748.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -368748.562500 Penalty: 2574.734863
	Iteration 42F: 3 clusters Score -368748.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (12693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Entering Unmasked Estep 
Score: -1846241.625000 Penalty: 1535.430908
	Iteration 0F: 2 clusters Score -1846242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1837423.000000 Penalty: 3070.861816
	Iteration 0F: 3 clusters Score -1837423 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1840474.750000 Penalty: 3070.861816
	Iteration 1F: 3 clusters Score -1840475 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1840794.625000 Penalty: 3070.861816
	Iteration 2F: 3 clusters Score -1840795 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1841069.875000 Penalty: 3070.861816
	Iteration 3Q: 3 clusters Score -1841070 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1841323.750000 Penalty: 3070.861816
	Iteration 4Q: 3 clusters Score -1841324 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1841587.875000 Penalty: 3070.861816
	Iteration 5Q: 3 clusters Score -1841588 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1841898.625000 Penalty: 3070.861816
	Iteration 6Q: 3 clusters Score -1841899 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1842271.500000 Penalty: 3070.861816
	Iteration 7Q: 3 clusters Score -1842272 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1842736.750000 Penalty: 3070.861816
	Iteration 8Q: 3 clusters Score -1842737 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1843299.250000 Penalty: 3070.861816
	Iteration 9Q: 3 clusters Score -1843299 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1843889.250000 Penalty: 3070.861816
	Iteration 10F: 3 clusters Score -1843889 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1844287.875000 Penalty: 3070.861816
	Iteration 11Q: 3 clusters Score -1844288 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1844520.375000 Penalty: 3070.861816
	Iteration 12Q: 3 clusters Score -1844520 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1844667.000000 Penalty: 3070.861816
	Iteration 13Q: 3 clusters Score -1844667 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1844805.250000 Penalty: 3070.861816
	Iteration 14Q: 3 clusters Score -1844805 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1844927.875000 Penalty: 3070.861816
	Iteration 15Q: 3 clusters Score -1844928 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1845026.875000 Penalty: 3070.861816
	Iteration 16Q: 3 clusters Score -1845027 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1845131.750000 Penalty: 3070.861816
	Iteration 17Q: 3 clusters Score -1845132 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1845253.625000 Penalty: 3070.861816
	Iteration 18Q: 3 clusters Score -1845254 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1845389.875000 Penalty: 3070.861816
	Iteration 19Q: 3 clusters Score -1845390 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1845495.000000 Penalty: 3070.861816
	Iteration 20F: 3 clusters Score -1845495 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1845583.250000 Penalty: 3070.861816
	Iteration 21Q: 3 clusters Score -1845583 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1845620.625000 Penalty: 3070.861816
	Iteration 22Q: 3 clusters Score -1845621 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1845649.750000 Penalty: 3070.861816
	Iteration 23Q: 3 clusters Score -1845650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1845666.875000 Penalty: 3070.861816
	Iteration 24Q: 3 clusters Score -1845667 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1845680.125000 Penalty: 3070.861816
	Iteration 25Q: 3 clusters Score -1845680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1845682.125000 Penalty: 3070.861816
	Iteration 26Q: 3 clusters Score -1845682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1845695.500000 Penalty: 3070.861816
	Iteration 27Q: 3 clusters Score -1845696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1845701.500000 Penalty: 3070.861816
	Iteration 28Q: 3 clusters Score -1845702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1845706.500000 Penalty: 3070.861816
	Iteration 29Q: 3 clusters Score -1845706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1845708.125000 Penalty: 3070.861816
	Iteration 30Q: 3 clusters Score -1845708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1845716.000000 Penalty: 3070.861816
	Iteration 31Q: 3 clusters Score -1845716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1845726.625000 Penalty: 3070.861816
	Iteration 32Q: 3 clusters Score -1845727 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1845728.000000 Penalty: 3070.861816
	Iteration 33Q: 3 clusters Score -1845728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1845735.750000 Penalty: 3070.861816
	Iteration 34Q: 3 clusters Score -1845736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1845739.375000 Penalty: 3070.861816
	Iteration 35Q: 3 clusters Score -1845739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1845743.875000 Penalty: 3070.861816
	Iteration 36Q: 3 clusters Score -1845744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1845753.000000 Penalty: 3070.861816
	Iteration 37Q: 3 clusters Score -1845753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1845761.375000 Penalty: 3070.861816
	Iteration 38Q: 3 clusters Score -1845761 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1845764.750000 Penalty: 3070.861816
	Iteration 39Q: 3 clusters Score -1845765 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1845772.625000 Penalty: 3070.861816
	Iteration 40F: 3 clusters Score -1845773 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1845778.000000 Penalty: 3070.861816
	Iteration 41Q: 3 clusters Score -1845778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1845782.625000 Penalty: 3070.861816
	Iteration 42Q: 3 clusters Score -1845783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1845778.000000 Penalty: 3070.861816
	Iteration 43Q: 3 clusters Score -1845778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1845780.250000 Penalty: 3070.861816
	Iteration 44Q: 3 clusters Score -1845780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1845783.375000 Penalty: 3070.861816
	Iteration 45Q: 3 clusters Score -1845783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1845784.375000 Penalty: 3070.861816
	Iteration 46Q: 3 clusters Score -1845784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1845788.000000 Penalty: 3070.861816
	Iteration 47Q: 3 clusters Score -1845788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1845790.875000 Penalty: 3070.861816
	Iteration 48Q: 3 clusters Score -1845791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1845789.250000 Penalty: 3070.861816
	Iteration 49Q: 3 clusters Score -1845789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1845794.375000 Penalty: 3070.861816
	Iteration 50Q: 3 clusters Score -1845794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1845795.750000 Penalty: 3070.861816
	Iteration 51Q: 3 clusters Score -1845796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1845794.625000 Penalty: 3070.861816
	Iteration 52Q: 3 clusters Score -1845795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1845793.625000 Penalty: 3070.861816
	Iteration 53Q: 3 clusters Score -1845794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1845792.250000 Penalty: 3070.861816
	Iteration 54Q: 3 clusters Score -1845792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1845790.125000 Penalty: 3070.861816
	Iteration 55Q: 3 clusters Score -1845790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1845789.625000 Penalty: 3070.861816
	Iteration 56Q: 3 clusters Score -1845790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1845795.625000 Penalty: 3070.861816
	Iteration 57Q: 3 clusters Score -1845796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1845792.000000 Penalty: 3070.861816
	Iteration 58Q: 3 clusters Score -1845792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1845793.875000 Penalty: 3070.861816
	Iteration 59Q: 3 clusters Score -1845794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1845793.875000 Penalty: 3070.861816
	Iteration 60F: 3 clusters Score -1845794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -88592.007812 Penalty: 1079.615845
	Iteration 0F: 2 clusters Score -88592.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -87316.250000 Penalty: 2159.231689
	Iteration 0F: 3 clusters Score -87316.25 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -87564.031250 Penalty: 2159.231689
	Iteration 1F: 3 clusters Score -87564.03 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -87672.031250 Penalty: 2159.231689
	Iteration 2F: 3 clusters Score -87672.03 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -87759.945312 Penalty: 2159.231689
	Iteration 3F: 3 clusters Score -87759.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -87910.679688 Penalty: 2159.231689
	Iteration 4F: 3 clusters Score -87910.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -87998.171875 Penalty: 2159.231689
	Iteration 5Q: 3 clusters Score -87998.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -88086.132812 Penalty: 2159.231689
	Iteration 6Q: 3 clusters Score -88086.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -88135.359375 Penalty: 2159.231689
	Iteration 7Q: 3 clusters Score -88135.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -88193.789062 Penalty: 2159.231689
	Iteration 8Q: 3 clusters Score -88193.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -88232.171875 Penalty: 2159.231689
	Iteration 9Q: 3 clusters Score -88232.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -88248.156250 Penalty: 2159.231689
	Iteration 10Q: 3 clusters Score -88248.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -88264.609375 Penalty: 2159.231689
	Iteration 11Q: 3 clusters Score -88264.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -88278.890625 Penalty: 2159.231689
	Iteration 12Q: 3 clusters Score -88278.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -88286.664062 Penalty: 2159.231689
	Iteration 13Q: 3 clusters Score -88286.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -88291.460938 Penalty: 2159.231689
	Iteration 14Q: 3 clusters Score -88291.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88295.390625 Penalty: 2159.231689
	Iteration 15Q: 3 clusters Score -88295.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -88298.101562 Penalty: 2159.231689
	Iteration 16Q: 3 clusters Score -88298.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88304.726562 Penalty: 2159.231689
	Iteration 17Q: 3 clusters Score -88304.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88304.726562 Penalty: 2159.231689
	Iteration 18F: 3 clusters Score -88304.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Entering Unmasked Estep 
Score: -243307.078125 Penalty: 1199.696289
	Iteration 0F: 2 clusters Score -243307.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -241467.796875 Penalty: 2399.392578
	Iteration 0F: 3 clusters Score -241467.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -241839.265625 Penalty: 2399.392578
	Iteration 1F: 3 clusters Score -241839.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -241919.265625 Penalty: 2399.392578
	Iteration 2F: 3 clusters Score -241919.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -241968.703125 Penalty: 2399.392578
	Iteration 3Q: 3 clusters Score -241968.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -242002.593750 Penalty: 2399.392578
	Iteration 4Q: 3 clusters Score -242002.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -242023.156250 Penalty: 2399.392578
	Iteration 5Q: 3 clusters Score -242023.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -242039.000000 Penalty: 2399.392578
	Iteration 6Q: 3 clusters Score -242039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -242047.031250 Penalty: 2399.392578
	Iteration 7Q: 3 clusters Score -242047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -242055.656250 Penalty: 2399.392578
	Iteration 8Q: 3 clusters Score -242055.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -242062.593750 Penalty: 2399.392578
	Iteration 9Q: 3 clusters Score -242062.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -242068.843750 Penalty: 2399.392578
	Iteration 10Q: 3 clusters Score -242068.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -242074.609375 Penalty: 2399.392578
	Iteration 11Q: 3 clusters Score -242074.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -242085.515625 Penalty: 2399.392578
	Iteration 12Q: 3 clusters Score -242085.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -242095.000000 Penalty: 2399.392578
	Iteration 13Q: 3 clusters Score -242095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -242102.546875 Penalty: 2399.392578
	Iteration 14Q: 3 clusters Score -242102.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -242112.421875 Penalty: 2399.392578
	Iteration 15Q: 3 clusters Score -242112.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -242122.250000 Penalty: 2399.392578
	Iteration 16Q: 3 clusters Score -242122.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -242128.953125 Penalty: 2399.392578
	Iteration 17Q: 3 clusters Score -242129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -242140.031250 Penalty: 2399.392578
	Iteration 18Q: 3 clusters Score -242140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -242156.093750 Penalty: 2399.392578
	Iteration 19Q: 3 clusters Score -242156.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -242169.531250 Penalty: 2399.392578
	Iteration 20F: 3 clusters Score -242169.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -242180.171875 Penalty: 2399.392578
	Iteration 21Q: 3 clusters Score -242180.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -242191.296875 Penalty: 2399.392578
	Iteration 22Q: 3 clusters Score -242191.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -242200.796875 Penalty: 2399.392578
	Iteration 23Q: 3 clusters Score -242200.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -242207.718750 Penalty: 2399.392578
	Iteration 24Q: 3 clusters Score -242207.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -242213.375000 Penalty: 2399.392578
	Iteration 25Q: 3 clusters Score -242213.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -242220.484375 Penalty: 2399.392578
	Iteration 26Q: 3 clusters Score -242220.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -242227.109375 Penalty: 2399.392578
	Iteration 27Q: 3 clusters Score -242227.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -242231.093750 Penalty: 2399.392578
	Iteration 28Q: 3 clusters Score -242231.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -242235.953125 Penalty: 2399.392578
	Iteration 29Q: 3 clusters Score -242236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -242241.859375 Penalty: 2399.392578
	Iteration 30Q: 3 clusters Score -242241.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -242246.781250 Penalty: 2399.392578
	Iteration 31Q: 3 clusters Score -242246.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -242252.937500 Penalty: 2399.392578
	Iteration 32Q: 3 clusters Score -242252.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -242260.687500 Penalty: 2399.392578
	Iteration 33Q: 3 clusters Score -242260.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -242264.546875 Penalty: 2399.392578
	Iteration 34Q: 3 clusters Score -242264.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -242268.062500 Penalty: 2399.392578
	Iteration 35Q: 3 clusters Score -242268.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -242267.968750 Penalty: 2399.392578
	Iteration 36Q: 3 clusters Score -242268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -242267.968750 Penalty: 2399.392578
	Iteration 37F: 3 clusters Score -242268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -178990.734375 Penalty: 1171.156860
	Iteration 0F: 2 clusters Score -178990.7 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 677 members 
Entering Unmasked Estep 
Score: -177328.312500 Penalty: 2342.313721
	Iteration 0F: 3 clusters Score -177328.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -177706.046875 Penalty: 2342.313721
	Iteration 1F: 3 clusters Score -177706 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -177845.390625 Penalty: 2342.313721
	Iteration 2F: 3 clusters Score -177845.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -177942.828125 Penalty: 2342.313721
	Iteration 3F: 3 clusters Score -177942.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -178035.296875 Penalty: 2342.313721
	Iteration 4Q: 3 clusters Score -178035.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -178110.265625 Penalty: 2342.313721
	Iteration 5Q: 3 clusters Score -178110.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -178178.109375 Penalty: 2342.313721
	Iteration 6Q: 3 clusters Score -178178.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -178226.671875 Penalty: 2342.313721
	Iteration 7Q: 3 clusters Score -178226.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -178266.359375 Penalty: 2342.313721
	Iteration 8Q: 3 clusters Score -178266.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -178291.671875 Penalty: 2342.313721
	Iteration 9Q: 3 clusters Score -178291.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -178309.812500 Penalty: 2342.313721
	Iteration 10Q: 3 clusters Score -178309.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -178315.531250 Penalty: 2342.313721
	Iteration 11Q: 3 clusters Score -178315.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -178324.906250 Penalty: 2342.313721
	Iteration 12Q: 3 clusters Score -178324.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -178332.093750 Penalty: 2342.313721
	Iteration 13Q: 3 clusters Score -178332.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -178344.171875 Penalty: 2342.313721
	Iteration 14Q: 3 clusters Score -178344.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -178349.593750 Penalty: 2342.313721
	Iteration 15Q: 3 clusters Score -178349.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -178351.375000 Penalty: 2342.313721
	Iteration 16Q: 3 clusters Score -178351.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -178351.796875 Penalty: 2342.313721
	Iteration 17Q: 3 clusters Score -178351.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -178352.937500 Penalty: 2342.313721
	Iteration 18Q: 3 clusters Score -178352.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -178352.937500 Penalty: 2342.313721
	Iteration 19F: 3 clusters Score -178352.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Entering Unmasked Estep 
Score: -224098.921875 Penalty: 1201.605103
	Iteration 0F: 2 clusters Score -224098.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -222253.953125 Penalty: 2403.210205
	Iteration 0F: 3 clusters Score -222254 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -222747.046875 Penalty: 2403.210205
	Iteration 1F: 3 clusters Score -222747 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -223034.828125 Penalty: 2403.210205
	Iteration 2F: 3 clusters Score -223034.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -223317.718750 Penalty: 2403.210205
	Iteration 3F: 3 clusters Score -223317.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -223469.375000 Penalty: 2403.210205
	Iteration 4F: 3 clusters Score -223469.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -223534.703125 Penalty: 2403.210205
	Iteration 5Q: 3 clusters Score -223534.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -223571.093750 Penalty: 2403.210205
	Iteration 6Q: 3 clusters Score -223571.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -223595.859375 Penalty: 2403.210205
	Iteration 7Q: 3 clusters Score -223595.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -223608.781250 Penalty: 2403.210205
	Iteration 8Q: 3 clusters Score -223608.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -223619.468750 Penalty: 2403.210205
	Iteration 9Q: 3 clusters Score -223619.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -223623.921875 Penalty: 2403.210205
	Iteration 10Q: 3 clusters Score -223623.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -223625.671875 Penalty: 2403.210205
	Iteration 11Q: 3 clusters Score -223625.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -223627.734375 Penalty: 2403.210205
	Iteration 12Q: 3 clusters Score -223627.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -223629.218750 Penalty: 2403.210205
	Iteration 13Q: 3 clusters Score -223629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -223629.562500 Penalty: 2403.210205
	Iteration 14Q: 3 clusters Score -223629.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -223630.453125 Penalty: 2403.210205
	Iteration 15Q: 3 clusters Score -223630.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -223630.453125 Penalty: 2403.210205
	Iteration 16F: 3 clusters Score -223630.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (12828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Entering Unmasked Estep 
Score: -1956876.250000 Penalty: 1537.150146
	Iteration 0F: 2 clusters Score -1956876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1948088.375000 Penalty: 3074.300293
	Iteration 0F: 3 clusters Score -1948088 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1951081.625000 Penalty: 3074.300293
	Iteration 1F: 3 clusters Score -1951082 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1951339.000000 Penalty: 3074.300293
	Iteration 2F: 3 clusters Score -1951339 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1951562.875000 Penalty: 3074.300293
	Iteration 3Q: 3 clusters Score -1951563 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1951767.500000 Penalty: 3074.300293
	Iteration 4Q: 3 clusters Score -1951768 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1951950.125000 Penalty: 3074.300293
	Iteration 5Q: 3 clusters Score -1951950 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1952096.375000 Penalty: 3074.300293
	Iteration 6Q: 3 clusters Score -1952096 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1952239.125000 Penalty: 3074.300293
	Iteration 7Q: 3 clusters Score -1952239 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1952354.250000 Penalty: 3074.300293
	Iteration 8Q: 3 clusters Score -1952354 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1952465.375000 Penalty: 3074.300293
	Iteration 9Q: 3 clusters Score -1952465 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1952550.250000 Penalty: 3074.300293
	Iteration 10Q: 3 clusters Score -1952550 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1952634.875000 Penalty: 3074.300293
	Iteration 11Q: 3 clusters Score -1952635 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1952724.250000 Penalty: 3074.300293
	Iteration 12Q: 3 clusters Score -1952724 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1952815.875000 Penalty: 3074.300293
	Iteration 13Q: 3 clusters Score -1952816 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1952886.125000 Penalty: 3074.300293
	Iteration 14Q: 3 clusters Score -1952886 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1952985.125000 Penalty: 3074.300293
	Iteration 15Q: 3 clusters Score -1952985 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1953095.250000 Penalty: 3074.300293
	Iteration 16Q: 3 clusters Score -1953095 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1953208.000000 Penalty: 3074.300293
	Iteration 17Q: 3 clusters Score -1953208 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1953337.875000 Penalty: 3074.300293
	Iteration 18Q: 3 clusters Score -1953338 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1953484.125000 Penalty: 3074.300293
	Iteration 19Q: 3 clusters Score -1953484 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1953623.500000 Penalty: 3074.300293
	Iteration 20F: 3 clusters Score -1953624 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1953784.500000 Penalty: 3074.300293
	Iteration 21Q: 3 clusters Score -1953784 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1953964.000000 Penalty: 3074.300293
	Iteration 22Q: 3 clusters Score -1953964 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1954133.875000 Penalty: 3074.300293
	Iteration 23Q: 3 clusters Score -1954134 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1954302.875000 Penalty: 3074.300293
	Iteration 24Q: 3 clusters Score -1954303 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1954456.875000 Penalty: 3074.300293
	Iteration 25Q: 3 clusters Score -1954457 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1954603.750000 Penalty: 3074.300293
	Iteration 26Q: 3 clusters Score -1954604 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1954746.250000 Penalty: 3074.300293
	Iteration 27Q: 3 clusters Score -1954746 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1954848.375000 Penalty: 3074.300293
	Iteration 28Q: 3 clusters Score -1954848 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1954932.750000 Penalty: 3074.300293
	Iteration 29Q: 3 clusters Score -1954933 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1955041.250000 Penalty: 3074.300293
	Iteration 30Q: 3 clusters Score -1955041 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1955132.500000 Penalty: 3074.300293
	Iteration 31Q: 3 clusters Score -1955132 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1955214.625000 Penalty: 3074.300293
	Iteration 32Q: 3 clusters Score -1955215 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1955270.375000 Penalty: 3074.300293
	Iteration 33Q: 3 clusters Score -1955270 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1955325.250000 Penalty: 3074.300293
	Iteration 34Q: 3 clusters Score -1955325 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1955357.500000 Penalty: 3074.300293
	Iteration 35Q: 3 clusters Score -1955358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1955395.250000 Penalty: 3074.300293
	Iteration 36Q: 3 clusters Score -1955395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1955422.250000 Penalty: 3074.300293
	Iteration 37Q: 3 clusters Score -1955422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1955445.375000 Penalty: 3074.300293
	Iteration 38Q: 3 clusters Score -1955445 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1955461.000000 Penalty: 3074.300293
	Iteration 39Q: 3 clusters Score -1955461 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1955484.625000 Penalty: 3074.300293
	Iteration 40F: 3 clusters Score -1955485 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1955506.875000 Penalty: 3074.300293
	Iteration 41Q: 3 clusters Score -1955507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1955515.750000 Penalty: 3074.300293
	Iteration 42Q: 3 clusters Score -1955516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1955530.625000 Penalty: 3074.300293
	Iteration 43Q: 3 clusters Score -1955531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1955536.500000 Penalty: 3074.300293
	Iteration 44Q: 3 clusters Score -1955536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1955543.500000 Penalty: 3074.300293
	Iteration 45Q: 3 clusters Score -1955544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1955546.500000 Penalty: 3074.300293
	Iteration 46Q: 3 clusters Score -1955546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1955551.750000 Penalty: 3074.300293
	Iteration 47Q: 3 clusters Score -1955552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1955551.750000 Penalty: 3074.300293
	Iteration 48Q: 3 clusters Score -1955552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1955550.875000 Penalty: 3074.300293
	Iteration 49Q: 3 clusters Score -1955551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1955550.875000 Penalty: 3074.300293
	Iteration 50F: 3 clusters Score -1955551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Entering Unmasked Estep 
Score: -509655.750000 Penalty: 1325.758789
	Iteration 0F: 2 clusters Score -509655.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -506620.218750 Penalty: 2651.517578
	Iteration 0F: 3 clusters Score -506620.2 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -507336.750000 Penalty: 2651.517578
	Iteration 1F: 3 clusters Score -507336.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -507474.843750 Penalty: 2651.517578
	Iteration 2F: 3 clusters Score -507474.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -507561.531250 Penalty: 2651.517578
	Iteration 3F: 3 clusters Score -507561.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -507612.093750 Penalty: 2651.517578
	Iteration 4Q: 3 clusters Score -507612.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -507658.000000 Penalty: 2651.517578
	Iteration 5Q: 3 clusters Score -507658 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -507694.156250 Penalty: 2651.517578
	Iteration 6Q: 3 clusters Score -507694.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -507715.343750 Penalty: 2651.517578
	Iteration 7Q: 3 clusters Score -507715.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -507730.125000 Penalty: 2651.517578
	Iteration 8Q: 3 clusters Score -507730.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -507746.281250 Penalty: 2651.517578
	Iteration 9Q: 3 clusters Score -507746.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -507760.281250 Penalty: 2651.517578
	Iteration 10Q: 3 clusters Score -507760.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -507777.031250 Penalty: 2651.517578
	Iteration 11Q: 3 clusters Score -507777 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -507792.937500 Penalty: 2651.517578
	Iteration 12Q: 3 clusters Score -507792.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -507808.343750 Penalty: 2651.517578
	Iteration 13Q: 3 clusters Score -507808.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -507823.562500 Penalty: 2651.517578
	Iteration 14Q: 3 clusters Score -507823.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -507833.500000 Penalty: 2651.517578
	Iteration 15Q: 3 clusters Score -507833.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -507843.500000 Penalty: 2651.517578
	Iteration 16Q: 3 clusters Score -507843.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -507856.218750 Penalty: 2651.517578
	Iteration 17Q: 3 clusters Score -507856.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -507869.562500 Penalty: 2651.517578
	Iteration 18Q: 3 clusters Score -507869.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -507881.062500 Penalty: 2651.517578
	Iteration 19Q: 3 clusters Score -507881.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -507891.468750 Penalty: 2651.517578
	Iteration 20F: 3 clusters Score -507891.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -507906.281250 Penalty: 2651.517578
	Iteration 21Q: 3 clusters Score -507906.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -507921.218750 Penalty: 2651.517578
	Iteration 22Q: 3 clusters Score -507921.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -507938.781250 Penalty: 2651.517578
	Iteration 23Q: 3 clusters Score -507938.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -507963.812500 Penalty: 2651.517578
	Iteration 24Q: 3 clusters Score -507963.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -507980.437500 Penalty: 2651.517578
	Iteration 25Q: 3 clusters Score -507980.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -507994.718750 Penalty: 2651.517578
	Iteration 26Q: 3 clusters Score -507994.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -508009.562500 Penalty: 2651.517578
	Iteration 27Q: 3 clusters Score -508009.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -508020.937500 Penalty: 2651.517578
	Iteration 28Q: 3 clusters Score -508020.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -508031.125000 Penalty: 2651.517578
	Iteration 29Q: 3 clusters Score -508031.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -508040.250000 Penalty: 2651.517578
	Iteration 30Q: 3 clusters Score -508040.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -508049.187500 Penalty: 2651.517578
	Iteration 31Q: 3 clusters Score -508049.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -508054.156250 Penalty: 2651.517578
	Iteration 32Q: 3 clusters Score -508054.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -508058.000000 Penalty: 2651.517578
	Iteration 33Q: 3 clusters Score -508058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -508063.875000 Penalty: 2651.517578
	Iteration 34Q: 3 clusters Score -508063.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -508072.500000 Penalty: 2651.517578
	Iteration 35Q: 3 clusters Score -508072.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -508081.156250 Penalty: 2651.517578
	Iteration 36Q: 3 clusters Score -508081.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -508091.562500 Penalty: 2651.517578
	Iteration 37Q: 3 clusters Score -508091.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -508105.312500 Penalty: 2651.517578
	Iteration 38Q: 3 clusters Score -508105.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -508124.625000 Penalty: 2651.517578
	Iteration 39Q: 3 clusters Score -508124.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -508145.656250 Penalty: 2651.517578
	Iteration 40F: 3 clusters Score -508145.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -508167.437500 Penalty: 2651.517578
	Iteration 41Q: 3 clusters Score -508167.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -508182.812500 Penalty: 2651.517578
	Iteration 42Q: 3 clusters Score -508182.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -508195.062500 Penalty: 2651.517578
	Iteration 43Q: 3 clusters Score -508195.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -508205.781250 Penalty: 2651.517578
	Iteration 44Q: 3 clusters Score -508205.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -508214.812500 Penalty: 2651.517578
	Iteration 45Q: 3 clusters Score -508214.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -508220.062500 Penalty: 2651.517578
	Iteration 46Q: 3 clusters Score -508220.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -508227.281250 Penalty: 2651.517578
	Iteration 47Q: 3 clusters Score -508227.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -508233.156250 Penalty: 2651.517578
	Iteration 48Q: 3 clusters Score -508233.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -508236.343750 Penalty: 2651.517578
	Iteration 49Q: 3 clusters Score -508236.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -508239.000000 Penalty: 2651.517578
	Iteration 50Q: 3 clusters Score -508239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -508243.843750 Penalty: 2651.517578
	Iteration 51Q: 3 clusters Score -508243.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -508253.562500 Penalty: 2651.517578
	Iteration 52Q: 3 clusters Score -508253.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -508261.750000 Penalty: 2651.517578
	Iteration 53Q: 3 clusters Score -508261.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -508267.187500 Penalty: 2651.517578
	Iteration 54Q: 3 clusters Score -508267.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -508274.125000 Penalty: 2651.517578
	Iteration 55Q: 3 clusters Score -508274.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -508281.531250 Penalty: 2651.517578
	Iteration 56Q: 3 clusters Score -508281.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -508291.000000 Penalty: 2651.517578
	Iteration 57Q: 3 clusters Score -508291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -508299.843750 Penalty: 2651.517578
	Iteration 58Q: 3 clusters Score -508299.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -508309.562500 Penalty: 2651.517578
	Iteration 59Q: 3 clusters Score -508309.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -508317.343750 Penalty: 2651.517578
	Iteration 60F: 3 clusters Score -508317.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -508323.812500 Penalty: 2651.517578
	Iteration 61Q: 3 clusters Score -508323.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -508332.406250 Penalty: 2651.517578
	Iteration 62Q: 3 clusters Score -508332.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -508338.687500 Penalty: 2651.517578
	Iteration 63Q: 3 clusters Score -508338.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -508342.531250 Penalty: 2651.517578
	Iteration 64Q: 3 clusters Score -508342.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -508347.562500 Penalty: 2651.517578
	Iteration 65Q: 3 clusters Score -508347.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -508352.750000 Penalty: 2651.517578
	Iteration 66Q: 3 clusters Score -508352.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -508356.406250 Penalty: 2651.517578
	Iteration 67Q: 3 clusters Score -508356.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -508361.093750 Penalty: 2651.517578
	Iteration 68Q: 3 clusters Score -508361.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -508362.156250 Penalty: 2651.517578
	Iteration 69Q: 3 clusters Score -508362.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -508365.843750 Penalty: 2651.517578
	Iteration 70Q: 3 clusters Score -508365.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -508371.750000 Penalty: 2651.517578
	Iteration 71Q: 3 clusters Score -508371.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -508376.187500 Penalty: 2651.517578
	Iteration 72Q: 3 clusters Score -508376.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -508386.656250 Penalty: 2651.517578
	Iteration 73Q: 3 clusters Score -508386.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -508396.218750 Penalty: 2651.517578
	Iteration 74Q: 3 clusters Score -508396.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -508407.843750 Penalty: 2651.517578
	Iteration 75Q: 3 clusters Score -508407.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -508414.468750 Penalty: 2651.517578
	Iteration 76Q: 3 clusters Score -508414.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -508422.437500 Penalty: 2651.517578
	Iteration 77Q: 3 clusters Score -508422.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -508433.687500 Penalty: 2651.517578
	Iteration 78Q: 3 clusters Score -508433.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -508442.593750 Penalty: 2651.517578
	Iteration 79Q: 3 clusters Score -508442.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -508450.406250 Penalty: 2651.517578
	Iteration 80F: 3 clusters Score -508450.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -508453.625000 Penalty: 2651.517578
	Iteration 81Q: 3 clusters Score -508453.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -508456.125000 Penalty: 2651.517578
	Iteration 82Q: 3 clusters Score -508456.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -508460.062500 Penalty: 2651.517578
	Iteration 83Q: 3 clusters Score -508460.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -508464.593750 Penalty: 2651.517578
	Iteration 84Q: 3 clusters Score -508464.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -508466.656250 Penalty: 2651.517578
	Iteration 85Q: 3 clusters Score -508466.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -508468.625000 Penalty: 2651.517578
	Iteration 86Q: 3 clusters Score -508468.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -508468.968750 Penalty: 2651.517578
	Iteration 87Q: 3 clusters Score -508469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -508469.531250 Penalty: 2651.517578
	Iteration 88Q: 3 clusters Score -508469.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -508470.593750 Penalty: 2651.517578
	Iteration 89Q: 3 clusters Score -508470.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -508471.187500 Penalty: 2651.517578
	Iteration 90Q: 3 clusters Score -508471.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -508472.125000 Penalty: 2651.517578
	Iteration 91Q: 3 clusters Score -508472.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -508473.000000 Penalty: 2651.517578
	Iteration 92Q: 3 clusters Score -508473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -508473.000000 Penalty: 2651.517578
	Iteration 93F: 3 clusters Score -508473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -189679.671875 Penalty: 1162.751953
	Iteration 0F: 2 clusters Score -189679.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -188064.234375 Penalty: 2325.503906
	Iteration 0F: 3 clusters Score -188064.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -188344.796875 Penalty: 2325.503906
	Iteration 1F: 3 clusters Score -188344.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -188410.750000 Penalty: 2325.503906
	Iteration 2F: 3 clusters Score -188410.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -188452.562500 Penalty: 2325.503906
	Iteration 3Q: 3 clusters Score -188452.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -188477.796875 Penalty: 2325.503906
	Iteration 4Q: 3 clusters Score -188477.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -188489.031250 Penalty: 2325.503906
	Iteration 5Q: 3 clusters Score -188489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -188497.765625 Penalty: 2325.503906
	Iteration 6Q: 3 clusters Score -188497.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -188503.625000 Penalty: 2325.503906
	Iteration 7Q: 3 clusters Score -188503.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -188509.265625 Penalty: 2325.503906
	Iteration 8Q: 3 clusters Score -188509.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -188511.968750 Penalty: 2325.503906
	Iteration 9Q: 3 clusters Score -188512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -188512.265625 Penalty: 2325.503906
	Iteration 10Q: 3 clusters Score -188512.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -188513.000000 Penalty: 2325.503906
	Iteration 11Q: 3 clusters Score -188513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -188513.781250 Penalty: 2325.503906
	Iteration 12Q: 3 clusters Score -188513.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -188514.046875 Penalty: 2325.503906
	Iteration 13Q: 3 clusters Score -188514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -188514.765625 Penalty: 2325.503906
	Iteration 14Q: 3 clusters Score -188514.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -188516.140625 Penalty: 2325.503906
	Iteration 15Q: 3 clusters Score -188516.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -188517.281250 Penalty: 2325.503906
	Iteration 16Q: 3 clusters Score -188517.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -188517.281250 Penalty: 2325.503906
	Iteration 17F: 3 clusters Score -188517.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (14642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Entering Unmasked Estep 
Score: -2223362.750000 Penalty: 1558.642944
	Iteration 0F: 2 clusters Score -2223363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2213332.500000 Penalty: 3117.285889
	Iteration 0F: 3 clusters Score -2213332 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2216739.750000 Penalty: 3117.285889
	Iteration 1F: 3 clusters Score -2216740 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2217048.000000 Penalty: 3117.285889
	Iteration 2F: 3 clusters Score -2217048 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2217351.750000 Penalty: 3117.285889
	Iteration 3F: 3 clusters Score -2217352 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2217683.750000 Penalty: 3117.285889
	Iteration 4Q: 3 clusters Score -2217684 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2218044.500000 Penalty: 3117.285889
	Iteration 5Q: 3 clusters Score -2218044 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2218473.500000 Penalty: 3117.285889
	Iteration 6F: 3 clusters Score -2218474 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2218998.750000 Penalty: 3117.285889
	Iteration 7F: 3 clusters Score -2218999 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2219591.750000 Penalty: 3117.285889
	Iteration 8F: 3 clusters Score -2219592 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2220269.000000 Penalty: 3117.285889
	Iteration 9F: 3 clusters Score -2220269 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2220832.500000 Penalty: 3117.285889
	Iteration 10Q: 3 clusters Score -2220832 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2221187.000000 Penalty: 3117.285889
	Iteration 11Q: 3 clusters Score -2221187 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2221466.250000 Penalty: 3117.285889
	Iteration 12Q: 3 clusters Score -2221466 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2221639.000000 Penalty: 3117.285889
	Iteration 13Q: 3 clusters Score -2221639 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2221745.750000 Penalty: 3117.285889
	Iteration 14Q: 3 clusters Score -2221746 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2221813.500000 Penalty: 3117.285889
	Iteration 15Q: 3 clusters Score -2221814 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2221874.750000 Penalty: 3117.285889
	Iteration 16Q: 3 clusters Score -2221875 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2221909.500000 Penalty: 3117.285889
	Iteration 17Q: 3 clusters Score -2221910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2221934.500000 Penalty: 3117.285889
	Iteration 18Q: 3 clusters Score -2221934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2221950.000000 Penalty: 3117.285889
	Iteration 19Q: 3 clusters Score -2221950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2221960.250000 Penalty: 3117.285889
	Iteration 20F: 3 clusters Score -2221960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2221968.000000 Penalty: 3117.285889
	Iteration 21Q: 3 clusters Score -2221968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2221976.750000 Penalty: 3117.285889
	Iteration 22Q: 3 clusters Score -2221977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2221983.750000 Penalty: 3117.285889
	Iteration 23Q: 3 clusters Score -2221984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2221996.250000 Penalty: 3117.285889
	Iteration 24Q: 3 clusters Score -2221996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2222007.250000 Penalty: 3117.285889
	Iteration 25Q: 3 clusters Score -2222007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2222013.000000 Penalty: 3117.285889
	Iteration 26Q: 3 clusters Score -2222013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2222013.000000 Penalty: 3117.285889
	Iteration 27Q: 3 clusters Score -2222013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2222015.250000 Penalty: 3117.285889
	Iteration 28Q: 3 clusters Score -2222015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2222017.750000 Penalty: 3117.285889
	Iteration 29Q: 3 clusters Score -2222018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2222019.500000 Penalty: 3117.285889
	Iteration 30Q: 3 clusters Score -2222020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2222019.750000 Penalty: 3117.285889
	Iteration 31Q: 3 clusters Score -2222020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2222019.750000 Penalty: 3117.285889
	Iteration 32F: 3 clusters Score -2222020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Entering Unmasked Estep 
Score: -783445.375000 Penalty: 1416.782715
	Iteration 0F: 2 clusters Score -783445.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -778753.625000 Penalty: 2833.565430
	Iteration 0F: 3 clusters Score -778753.6 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -780189.250000 Penalty: 2833.565430
	Iteration 1F: 3 clusters Score -780189.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -780399.500000 Penalty: 2833.565430
	Iteration 2F: 3 clusters Score -780399.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -780546.625000 Penalty: 2833.565430
	Iteration 3F: 3 clusters Score -780546.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -780677.625000 Penalty: 2833.565430
	Iteration 4Q: 3 clusters Score -780677.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -780786.312500 Penalty: 2833.565430
	Iteration 5Q: 3 clusters Score -780786.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -780884.125000 Penalty: 2833.565430
	Iteration 6Q: 3 clusters Score -780884.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -780961.937500 Penalty: 2833.565430
	Iteration 7Q: 3 clusters Score -780961.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -781030.375000 Penalty: 2833.565430
	Iteration 8Q: 3 clusters Score -781030.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -781096.687500 Penalty: 2833.565430
	Iteration 9Q: 3 clusters Score -781096.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -781150.125000 Penalty: 2833.565430
	Iteration 10Q: 3 clusters Score -781150.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -781190.500000 Penalty: 2833.565430
	Iteration 11Q: 3 clusters Score -781190.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -781230.250000 Penalty: 2833.565430
	Iteration 12Q: 3 clusters Score -781230.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -781262.812500 Penalty: 2833.565430
	Iteration 13Q: 3 clusters Score -781262.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -781303.687500 Penalty: 2833.565430
	Iteration 14Q: 3 clusters Score -781303.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -781349.437500 Penalty: 2833.565430
	Iteration 15Q: 3 clusters Score -781349.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -781417.812500 Penalty: 2833.565430
	Iteration 16Q: 3 clusters Score -781417.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -781503.250000 Penalty: 2833.565430
	Iteration 17Q: 3 clusters Score -781503.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -781606.500000 Penalty: 2833.565430
	Iteration 18Q: 3 clusters Score -781606.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -781706.312500 Penalty: 2833.565430
	Iteration 19Q: 3 clusters Score -781706.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -781799.625000 Penalty: 2833.565430
	Iteration 20F: 3 clusters Score -781799.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -781883.687500 Penalty: 2833.565430
	Iteration 21Q: 3 clusters Score -781883.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -781973.250000 Penalty: 2833.565430
	Iteration 22Q: 3 clusters Score -781973.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -782043.062500 Penalty: 2833.565430
	Iteration 23Q: 3 clusters Score -782043.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -782100.375000 Penalty: 2833.565430
	Iteration 24Q: 3 clusters Score -782100.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -782156.250000 Penalty: 2833.565430
	Iteration 25Q: 3 clusters Score -782156.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -782199.312500 Penalty: 2833.565430
	Iteration 26Q: 3 clusters Score -782199.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -782235.312500 Penalty: 2833.565430
	Iteration 27Q: 3 clusters Score -782235.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -782271.125000 Penalty: 2833.565430
	Iteration 28Q: 3 clusters Score -782271.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -782302.625000 Penalty: 2833.565430
	Iteration 29Q: 3 clusters Score -782302.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -782325.812500 Penalty: 2833.565430
	Iteration 30Q: 3 clusters Score -782325.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -782344.937500 Penalty: 2833.565430
	Iteration 31Q: 3 clusters Score -782344.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -782351.687500 Penalty: 2833.565430
	Iteration 32Q: 3 clusters Score -782351.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -782352.562500 Penalty: 2833.565430
	Iteration 33Q: 3 clusters Score -782352.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -782355.812500 Penalty: 2833.565430
	Iteration 34Q: 3 clusters Score -782355.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -782357.187500 Penalty: 2833.565430
	Iteration 35Q: 3 clusters Score -782357.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -782360.062500 Penalty: 2833.565430
	Iteration 36Q: 3 clusters Score -782360.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -782368.312500 Penalty: 2833.565430
	Iteration 37Q: 3 clusters Score -782368.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -782372.062500 Penalty: 2833.565430
	Iteration 38Q: 3 clusters Score -782372.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -782374.312500 Penalty: 2833.565430
	Iteration 39Q: 3 clusters Score -782374.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -782377.375000 Penalty: 2833.565430
	Iteration 40F: 3 clusters Score -782377.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -782379.687500 Penalty: 2833.565430
	Iteration 41Q: 3 clusters Score -782379.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -782382.750000 Penalty: 2833.565430
	Iteration 42Q: 3 clusters Score -782382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -782387.312500 Penalty: 2833.565430
	Iteration 43Q: 3 clusters Score -782387.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -782390.125000 Penalty: 2833.565430
	Iteration 44Q: 3 clusters Score -782390.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -782392.750000 Penalty: 2833.565430
	Iteration 45Q: 3 clusters Score -782392.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -782392.750000 Penalty: 2833.565430
	Iteration 46F: 3 clusters Score -782392.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Entering Unmasked Estep 
Score: -629763.750000 Penalty: 1374.748047
	Iteration 0F: 2 clusters Score -629763.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -626004.875000 Penalty: 2749.496094
	Iteration 0F: 3 clusters Score -626004.9 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -627065.750000 Penalty: 2749.496094
	Iteration 1F: 3 clusters Score -627065.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -627307.687500 Penalty: 2749.496094
	Iteration 2F: 3 clusters Score -627307.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -627545.062500 Penalty: 2749.496094
	Iteration 3F: 3 clusters Score -627545.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -627883.750000 Penalty: 2749.496094
	Iteration 4F: 3 clusters Score -627883.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -628247.375000 Penalty: 2749.496094
	Iteration 5F: 3 clusters Score -628247.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -628617.625000 Penalty: 2749.496094
	Iteration 6F: 3 clusters Score -628617.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -628925.000000 Penalty: 2749.496094
	Iteration 7F: 3 clusters Score -628925 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -629145.687500 Penalty: 2749.496094
	Iteration 8F: 3 clusters Score -629145.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -629266.625000 Penalty: 2749.496094
	Iteration 9Q: 3 clusters Score -629266.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -629331.937500 Penalty: 2749.496094
	Iteration 10Q: 3 clusters Score -629331.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -629366.062500 Penalty: 2749.496094
	Iteration 11Q: 3 clusters Score -629366.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -629387.250000 Penalty: 2749.496094
	Iteration 12Q: 3 clusters Score -629387.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -629403.687500 Penalty: 2749.496094
	Iteration 13Q: 3 clusters Score -629403.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -629413.500000 Penalty: 2749.496094
	Iteration 14Q: 3 clusters Score -629413.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -629419.437500 Penalty: 2749.496094
	Iteration 15Q: 3 clusters Score -629419.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -629427.250000 Penalty: 2749.496094
	Iteration 16Q: 3 clusters Score -629427.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -629429.812500 Penalty: 2749.496094
	Iteration 17Q: 3 clusters Score -629429.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -629434.875000 Penalty: 2749.496094
	Iteration 18Q: 3 clusters Score -629434.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -629438.687500 Penalty: 2749.496094
	Iteration 19Q: 3 clusters Score -629438.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -629442.062500 Penalty: 2749.496094
	Iteration 20F: 3 clusters Score -629442.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -629442.250000 Penalty: 2749.496094
	Iteration 21Q: 3 clusters Score -629442.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -629443.875000 Penalty: 2749.496094
	Iteration 22Q: 3 clusters Score -629443.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -629446.562500 Penalty: 2749.496094
	Iteration 23Q: 3 clusters Score -629446.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -629447.687500 Penalty: 2749.496094
	Iteration 24Q: 3 clusters Score -629447.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -629449.375000 Penalty: 2749.496094
	Iteration 25Q: 3 clusters Score -629449.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -629449.250000 Penalty: 2749.496094
	Iteration 26Q: 3 clusters Score -629449.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -629452.312500 Penalty: 2749.496094
	Iteration 27Q: 3 clusters Score -629452.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -629453.375000 Penalty: 2749.496094
	Iteration 28Q: 3 clusters Score -629453.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -629453.375000 Penalty: 2749.496094
	Iteration 29Q: 3 clusters Score -629453.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -629453.437500 Penalty: 2749.496094
	Iteration 30Q: 3 clusters Score -629453.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -629453.437500 Penalty: 2749.496094
	Iteration 31F: 3 clusters Score -629453.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -151576.890625 Penalty: 1149.818970
	Iteration 0F: 2 clusters Score -151576.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -150043.921875 Penalty: 2299.637939
	Iteration 0F: 3 clusters Score -150043.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -150412.484375 Penalty: 2299.637939
	Iteration 1F: 3 clusters Score -150412.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -150504.890625 Penalty: 2299.637939
	Iteration 2F: 3 clusters Score -150504.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -150559.343750 Penalty: 2299.637939
	Iteration 3Q: 3 clusters Score -150559.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -150617.968750 Penalty: 2299.637939
	Iteration 4Q: 3 clusters Score -150618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -150690.296875 Penalty: 2299.637939
	Iteration 5Q: 3 clusters Score -150690.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -150772.515625 Penalty: 2299.637939
	Iteration 6Q: 3 clusters Score -150772.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -150842.328125 Penalty: 2299.637939
	Iteration 7Q: 3 clusters Score -150842.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -150883.187500 Penalty: 2299.637939
	Iteration 8Q: 3 clusters Score -150883.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -150915.484375 Penalty: 2299.637939
	Iteration 9Q: 3 clusters Score -150915.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -150945.437500 Penalty: 2299.637939
	Iteration 10Q: 3 clusters Score -150945.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -150972.593750 Penalty: 2299.637939
	Iteration 11Q: 3 clusters Score -150972.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -150997.687500 Penalty: 2299.637939
	Iteration 12Q: 3 clusters Score -150997.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -151022.296875 Penalty: 2299.637939
	Iteration 13Q: 3 clusters Score -151022.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -151033.546875 Penalty: 2299.637939
	Iteration 14Q: 3 clusters Score -151033.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -151041.343750 Penalty: 2299.637939
	Iteration 15Q: 3 clusters Score -151041.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -151048.328125 Penalty: 2299.637939
	Iteration 16Q: 3 clusters Score -151048.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -151050.531250 Penalty: 2299.637939
	Iteration 17Q: 3 clusters Score -151050.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -151053.343750 Penalty: 2299.637939
	Iteration 18Q: 3 clusters Score -151053.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -151057.671875 Penalty: 2299.637939
	Iteration 19Q: 3 clusters Score -151057.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -151059.687500 Penalty: 2299.637939
	Iteration 20F: 3 clusters Score -151059.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -151062.750000 Penalty: 2299.637939
	Iteration 21Q: 3 clusters Score -151062.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -151063.500000 Penalty: 2299.637939
	Iteration 22Q: 3 clusters Score -151063.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -151064.375000 Penalty: 2299.637939
	Iteration 23Q: 3 clusters Score -151064.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -151064.375000 Penalty: 2299.637939
	Iteration 24F: 3 clusters Score -151064.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -247282.734375 Penalty: 1228.428345
	Iteration 0F: 2 clusters Score -247282.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -245255.546875 Penalty: 2456.856689
	Iteration 0F: 3 clusters Score -245255.5 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -245755.203125 Penalty: 2456.856689
	Iteration 1F: 3 clusters Score -245755.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -245912.031250 Penalty: 2456.856689
	Iteration 2F: 3 clusters Score -245912 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -246031.062500 Penalty: 2456.856689
	Iteration 3F: 3 clusters Score -246031.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -246137.718750 Penalty: 2456.856689
	Iteration 4Q: 3 clusters Score -246137.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -246229.656250 Penalty: 2456.856689
	Iteration 5Q: 3 clusters Score -246229.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -246317.031250 Penalty: 2456.856689
	Iteration 6Q: 3 clusters Score -246317 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -246425.296875 Penalty: 2456.856689
	Iteration 7Q: 3 clusters Score -246425.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -246519.375000 Penalty: 2456.856689
	Iteration 8Q: 3 clusters Score -246519.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -246576.031250 Penalty: 2456.856689
	Iteration 9Q: 3 clusters Score -246576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -246609.953125 Penalty: 2456.856689
	Iteration 10Q: 3 clusters Score -246610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -246640.921875 Penalty: 2456.856689
	Iteration 11Q: 3 clusters Score -246640.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -246654.828125 Penalty: 2456.856689
	Iteration 12Q: 3 clusters Score -246654.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -246667.875000 Penalty: 2456.856689
	Iteration 13Q: 3 clusters Score -246667.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -246678.203125 Penalty: 2456.856689
	Iteration 14Q: 3 clusters Score -246678.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -246688.875000 Penalty: 2456.856689
	Iteration 15Q: 3 clusters Score -246688.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -246697.078125 Penalty: 2456.856689
	Iteration 16Q: 3 clusters Score -246697.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -246704.062500 Penalty: 2456.856689
	Iteration 17Q: 3 clusters Score -246704.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -246709.750000 Penalty: 2456.856689
	Iteration 18Q: 3 clusters Score -246709.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -246713.312500 Penalty: 2456.856689
	Iteration 19Q: 3 clusters Score -246713.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -246718.312500 Penalty: 2456.856689
	Iteration 20F: 3 clusters Score -246718.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -246727.593750 Penalty: 2456.856689
	Iteration 21Q: 3 clusters Score -246727.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -246735.046875 Penalty: 2456.856689
	Iteration 22Q: 3 clusters Score -246735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -246743.750000 Penalty: 2456.856689
	Iteration 23Q: 3 clusters Score -246743.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -246749.187500 Penalty: 2456.856689
	Iteration 24Q: 3 clusters Score -246749.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -246750.828125 Penalty: 2456.856689
	Iteration 25Q: 3 clusters Score -246750.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -246754.812500 Penalty: 2456.856689
	Iteration 26Q: 3 clusters Score -246754.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -246758.484375 Penalty: 2456.856689
	Iteration 27Q: 3 clusters Score -246758.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -246761.687500 Penalty: 2456.856689
	Iteration 28Q: 3 clusters Score -246761.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -246763.578125 Penalty: 2456.856689
	Iteration 29Q: 3 clusters Score -246763.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -246766.453125 Penalty: 2456.856689
	Iteration 30Q: 3 clusters Score -246766.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -246768.671875 Penalty: 2456.856689
	Iteration 31Q: 3 clusters Score -246768.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -246771.375000 Penalty: 2456.856689
	Iteration 32Q: 3 clusters Score -246771.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -246775.203125 Penalty: 2456.856689
	Iteration 33Q: 3 clusters Score -246775.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -246776.218750 Penalty: 2456.856689
	Iteration 34Q: 3 clusters Score -246776.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -246777.250000 Penalty: 2456.856689
	Iteration 35Q: 3 clusters Score -246777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -246778.484375 Penalty: 2456.856689
	Iteration 36Q: 3 clusters Score -246778.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -246778.671875 Penalty: 2456.856689
	Iteration 37Q: 3 clusters Score -246778.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -246778.671875 Penalty: 2456.856689
	Iteration 38F: 3 clusters Score -246778.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (14976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Entering Unmasked Estep 
Score: -2278003.750000 Penalty: 1562.308228
	Iteration 0F: 2 clusters Score -2278004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2267913.250000 Penalty: 3124.616455
	Iteration 0F: 3 clusters Score -2267913 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2271445.000000 Penalty: 3124.616455
	Iteration 1F: 3 clusters Score -2271445 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2271698.250000 Penalty: 3124.616455
	Iteration 2F: 3 clusters Score -2271698 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2271988.500000 Penalty: 3124.616455
	Iteration 3Q: 3 clusters Score -2271988 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2272262.250000 Penalty: 3124.616455
	Iteration 4Q: 3 clusters Score -2272262 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2272552.000000 Penalty: 3124.616455
	Iteration 5Q: 3 clusters Score -2272552 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2272865.250000 Penalty: 3124.616455
	Iteration 6Q: 3 clusters Score -2272865 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2273222.000000 Penalty: 3124.616455
	Iteration 7Q: 3 clusters Score -2273222 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2273619.250000 Penalty: 3124.616455
	Iteration 8Q: 3 clusters Score -2273619 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2274055.000000 Penalty: 3124.616455
	Iteration 9Q: 3 clusters Score -2274055 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2274436.000000 Penalty: 3124.616455
	Iteration 10Q: 3 clusters Score -2274436 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2274759.750000 Penalty: 3124.616455
	Iteration 11Q: 3 clusters Score -2274760 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2275036.000000 Penalty: 3124.616455
	Iteration 12Q: 3 clusters Score -2275036 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2275256.750000 Penalty: 3124.616455
	Iteration 13Q: 3 clusters Score -2275257 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2275466.250000 Penalty: 3124.616455
	Iteration 14Q: 3 clusters Score -2275466 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2275658.500000 Penalty: 3124.616455
	Iteration 15Q: 3 clusters Score -2275658 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2275814.000000 Penalty: 3124.616455
	Iteration 16Q: 3 clusters Score -2275814 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2275943.000000 Penalty: 3124.616455
	Iteration 17Q: 3 clusters Score -2275943 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2276084.750000 Penalty: 3124.616455
	Iteration 18Q: 3 clusters Score -2276085 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2276220.500000 Penalty: 3124.616455
	Iteration 19Q: 3 clusters Score -2276220 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2276316.250000 Penalty: 3124.616455
	Iteration 20F: 3 clusters Score -2276316 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2276396.000000 Penalty: 3124.616455
	Iteration 21Q: 3 clusters Score -2276396 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2276444.750000 Penalty: 3124.616455
	Iteration 22Q: 3 clusters Score -2276445 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2276483.750000 Penalty: 3124.616455
	Iteration 23Q: 3 clusters Score -2276484 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2276510.250000 Penalty: 3124.616455
	Iteration 24Q: 3 clusters Score -2276510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2276529.000000 Penalty: 3124.616455
	Iteration 25Q: 3 clusters Score -2276529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2276548.000000 Penalty: 3124.616455
	Iteration 26Q: 3 clusters Score -2276548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2276556.500000 Penalty: 3124.616455
	Iteration 27Q: 3 clusters Score -2276556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2276573.750000 Penalty: 3124.616455
	Iteration 28Q: 3 clusters Score -2276574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2276584.750000 Penalty: 3124.616455
	Iteration 29Q: 3 clusters Score -2276585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2276593.250000 Penalty: 3124.616455
	Iteration 30Q: 3 clusters Score -2276593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2276595.500000 Penalty: 3124.616455
	Iteration 31Q: 3 clusters Score -2276596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2276598.750000 Penalty: 3124.616455
	Iteration 32Q: 3 clusters Score -2276599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2276599.750000 Penalty: 3124.616455
	Iteration 33Q: 3 clusters Score -2276600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2276607.250000 Penalty: 3124.616455
	Iteration 34Q: 3 clusters Score -2276607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2276607.750000 Penalty: 3124.616455
	Iteration 35Q: 3 clusters Score -2276608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2276607.000000 Penalty: 3124.616455
	Iteration 36Q: 3 clusters Score -2276607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2276606.250000 Penalty: 3124.616455
	Iteration 37Q: 3 clusters Score -2276606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2276607.750000 Penalty: 3124.616455
	Iteration 38Q: 3 clusters Score -2276608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2276607.000000 Penalty: 3124.616455
	Iteration 39Q: 3 clusters Score -2276607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2276613.000000 Penalty: 3124.616455
	Iteration 40F: 3 clusters Score -2276613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2276616.250000 Penalty: 3124.616455
	Iteration 41Q: 3 clusters Score -2276616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2276621.000000 Penalty: 3124.616455
	Iteration 42Q: 3 clusters Score -2276621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2276619.750000 Penalty: 3124.616455
	Iteration 43Q: 3 clusters Score -2276620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2276622.250000 Penalty: 3124.616455
	Iteration 44Q: 3 clusters Score -2276622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2276621.750000 Penalty: 3124.616455
	Iteration 45Q: 3 clusters Score -2276622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2276629.500000 Penalty: 3124.616455
	Iteration 46Q: 3 clusters Score -2276630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2276626.500000 Penalty: 3124.616455
	Iteration 47Q: 3 clusters Score -2276626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2276627.250000 Penalty: 3124.616455
	Iteration 48Q: 3 clusters Score -2276627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2276628.000000 Penalty: 3124.616455
	Iteration 49Q: 3 clusters Score -2276628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2276629.000000 Penalty: 3124.616455
	Iteration 50Q: 3 clusters Score -2276629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2276630.250000 Penalty: 3124.616455
	Iteration 51Q: 3 clusters Score -2276630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2276630.000000 Penalty: 3124.616455
	Iteration 52Q: 3 clusters Score -2276630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2276630.250000 Penalty: 3124.616455
	Iteration 53Q: 3 clusters Score -2276630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2276628.500000 Penalty: 3124.616455
	Iteration 54Q: 3 clusters Score -2276628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2276629.500000 Penalty: 3124.616455
	Iteration 55Q: 3 clusters Score -2276630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2276629.000000 Penalty: 3124.616455
	Iteration 56Q: 3 clusters Score -2276629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2276629.250000 Penalty: 3124.616455
	Iteration 57Q: 3 clusters Score -2276629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2276632.500000 Penalty: 3124.616455
	Iteration 58Q: 3 clusters Score -2276632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2276634.250000 Penalty: 3124.616455
	Iteration 59Q: 3 clusters Score -2276634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2276635.750000 Penalty: 3124.616455
	Iteration 60F: 3 clusters Score -2276636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2276633.250000 Penalty: 3124.616455
	Iteration 61Q: 3 clusters Score -2276633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2276637.250000 Penalty: 3124.616455
	Iteration 62Q: 3 clusters Score -2276637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2276636.750000 Penalty: 3124.616455
	Iteration 63Q: 3 clusters Score -2276637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2276637.250000 Penalty: 3124.616455
	Iteration 64Q: 3 clusters Score -2276637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2276641.000000 Penalty: 3124.616455
	Iteration 65Q: 3 clusters Score -2276641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2276644.500000 Penalty: 3124.616455
	Iteration 66Q: 3 clusters Score -2276644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2276650.000000 Penalty: 3124.616455
	Iteration 67Q: 3 clusters Score -2276650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2276650.500000 Penalty: 3124.616455
	Iteration 68Q: 3 clusters Score -2276650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2276652.500000 Penalty: 3124.616455
	Iteration 69Q: 3 clusters Score -2276652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2276653.000000 Penalty: 3124.616455
	Iteration 70Q: 3 clusters Score -2276653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2276650.250000 Penalty: 3124.616455
	Iteration 71Q: 3 clusters Score -2276650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2276650.250000 Penalty: 3124.616455
	Iteration 72F: 3 clusters Score -2276650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (19486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Entering Unmasked Estep 
Score: -2979278.250000 Penalty: 1605.085938
	Iteration 0F: 2 clusters Score -2979278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2967118.000000 Penalty: 3210.171875
	Iteration 0F: 3 clusters Score -2967118 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2972054.000000 Penalty: 3210.171875
	Iteration 1F: 3 clusters Score -2972054 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2972519.250000 Penalty: 3210.171875
	Iteration 2F: 3 clusters Score -2972519 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2973044.750000 Penalty: 3210.171875
	Iteration 3F: 3 clusters Score -2973045 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2973544.250000 Penalty: 3210.171875
	Iteration 4F: 3 clusters Score -2973544 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2974020.250000 Penalty: 3210.171875
	Iteration 5F: 3 clusters Score -2974020 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2974482.500000 Penalty: 3210.171875
	Iteration 6Q: 3 clusters Score -2974482 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2974979.000000 Penalty: 3210.171875
	Iteration 7Q: 3 clusters Score -2974979 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2975399.250000 Penalty: 3210.171875
	Iteration 8Q: 3 clusters Score -2975399 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2975687.000000 Penalty: 3210.171875
	Iteration 9Q: 3 clusters Score -2975687 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2975865.750000 Penalty: 3210.171875
	Iteration 10Q: 3 clusters Score -2975866 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2975963.750000 Penalty: 3210.171875
	Iteration 11Q: 3 clusters Score -2975964 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2976025.250000 Penalty: 3210.171875
	Iteration 12Q: 3 clusters Score -2976025 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2976062.250000 Penalty: 3210.171875
	Iteration 13Q: 3 clusters Score -2976062 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2976088.000000 Penalty: 3210.171875
	Iteration 14Q: 3 clusters Score -2976088 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2976123.500000 Penalty: 3210.171875
	Iteration 15Q: 3 clusters Score -2976124 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2976146.250000 Penalty: 3210.171875
	Iteration 16Q: 3 clusters Score -2976146 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2976178.250000 Penalty: 3210.171875
	Iteration 17Q: 3 clusters Score -2976178 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2976198.500000 Penalty: 3210.171875
	Iteration 18Q: 3 clusters Score -2976198 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2976220.500000 Penalty: 3210.171875
	Iteration 19Q: 3 clusters Score -2976220 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2976237.000000 Penalty: 3210.171875
	Iteration 20F: 3 clusters Score -2976237 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2976266.750000 Penalty: 3210.171875
	Iteration 21Q: 3 clusters Score -2976267 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2976291.500000 Penalty: 3210.171875
	Iteration 22Q: 3 clusters Score -2976292 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2976326.500000 Penalty: 3210.171875
	Iteration 23Q: 3 clusters Score -2976326 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2976348.250000 Penalty: 3210.171875
	Iteration 24Q: 3 clusters Score -2976348 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2976373.000000 Penalty: 3210.171875
	Iteration 25Q: 3 clusters Score -2976373 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2976395.000000 Penalty: 3210.171875
	Iteration 26Q: 3 clusters Score -2976395 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2976427.500000 Penalty: 3210.171875
	Iteration 27Q: 3 clusters Score -2976428 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2976462.250000 Penalty: 3210.171875
	Iteration 28Q: 3 clusters Score -2976462 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2976493.500000 Penalty: 3210.171875
	Iteration 29Q: 3 clusters Score -2976494 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2976525.250000 Penalty: 3210.171875
	Iteration 30Q: 3 clusters Score -2976525 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2976559.250000 Penalty: 3210.171875
	Iteration 31Q: 3 clusters Score -2976559 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2976606.500000 Penalty: 3210.171875
	Iteration 32Q: 3 clusters Score -2976606 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2976636.250000 Penalty: 3210.171875
	Iteration 33Q: 3 clusters Score -2976636 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2976684.750000 Penalty: 3210.171875
	Iteration 34Q: 3 clusters Score -2976685 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2976757.000000 Penalty: 3210.171875
	Iteration 35Q: 3 clusters Score -2976757 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2976836.250000 Penalty: 3210.171875
	Iteration 36Q: 3 clusters Score -2976836 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2976917.250000 Penalty: 3210.171875
	Iteration 37Q: 3 clusters Score -2976917 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2977002.250000 Penalty: 3210.171875
	Iteration 38Q: 3 clusters Score -2977002 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2977100.250000 Penalty: 3210.171875
	Iteration 39Q: 3 clusters Score -2977100 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2977202.000000 Penalty: 3210.171875
	Iteration 40F: 3 clusters Score -2977202 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2977294.000000 Penalty: 3210.171875
	Iteration 41Q: 3 clusters Score -2977294 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2977379.750000 Penalty: 3210.171875
	Iteration 42Q: 3 clusters Score -2977380 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2977472.000000 Penalty: 3210.171875
	Iteration 43Q: 3 clusters Score -2977472 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2977577.500000 Penalty: 3210.171875
	Iteration 44Q: 3 clusters Score -2977578 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2977694.750000 Penalty: 3210.171875
	Iteration 45Q: 3 clusters Score -2977695 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2977793.250000 Penalty: 3210.171875
	Iteration 46Q: 3 clusters Score -2977793 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2977911.250000 Penalty: 3210.171875
	Iteration 47Q: 3 clusters Score -2977911 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2978021.750000 Penalty: 3210.171875
	Iteration 48Q: 3 clusters Score -2978022 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2978087.500000 Penalty: 3210.171875
	Iteration 49Q: 3 clusters Score -2978088 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2978161.000000 Penalty: 3210.171875
	Iteration 50Q: 3 clusters Score -2978161 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2978225.750000 Penalty: 3210.171875
	Iteration 51Q: 3 clusters Score -2978226 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2978275.250000 Penalty: 3210.171875
	Iteration 52Q: 3 clusters Score -2978275 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2978300.500000 Penalty: 3210.171875
	Iteration 53Q: 3 clusters Score -2978300 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2978306.750000 Penalty: 3210.171875
	Iteration 54Q: 3 clusters Score -2978307 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2978322.250000 Penalty: 3210.171875
	Iteration 55Q: 3 clusters Score -2978322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2978329.750000 Penalty: 3210.171875
	Iteration 56Q: 3 clusters Score -2978330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2978327.500000 Penalty: 3210.171875
	Iteration 57Q: 3 clusters Score -2978328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2978333.750000 Penalty: 3210.171875
	Iteration 58Q: 3 clusters Score -2978334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2978336.250000 Penalty: 3210.171875
	Iteration 59Q: 3 clusters Score -2978336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2978343.500000 Penalty: 3210.171875
	Iteration 60F: 3 clusters Score -2978344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2978351.750000 Penalty: 3210.171875
	Iteration 61Q: 3 clusters Score -2978352 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2978357.250000 Penalty: 3210.171875
	Iteration 62Q: 3 clusters Score -2978357 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2978360.750000 Penalty: 3210.171875
	Iteration 63Q: 3 clusters Score -2978361 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2978359.750000 Penalty: 3210.171875
	Iteration 64Q: 3 clusters Score -2978360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2978375.250000 Penalty: 3210.171875
	Iteration 65Q: 3 clusters Score -2978375 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2978373.000000 Penalty: 3210.171875
	Iteration 66Q: 3 clusters Score -2978373 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2978380.250000 Penalty: 3210.171875
	Iteration 67Q: 3 clusters Score -2978380 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2978380.750000 Penalty: 3210.171875
	Iteration 68Q: 3 clusters Score -2978381 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2978382.250000 Penalty: 3210.171875
	Iteration 69Q: 3 clusters Score -2978382 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2978375.500000 Penalty: 3210.171875
	Iteration 70Q: 3 clusters Score -2978376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2978376.250000 Penalty: 3210.171875
	Iteration 71Q: 3 clusters Score -2978376 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2978378.500000 Penalty: 3210.171875
	Iteration 72Q: 3 clusters Score -2978378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2978379.750000 Penalty: 3210.171875
	Iteration 73Q: 3 clusters Score -2978380 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2978381.000000 Penalty: 3210.171875
	Iteration 74Q: 3 clusters Score -2978381 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2978390.000000 Penalty: 3210.171875
	Iteration 75Q: 3 clusters Score -2978390 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2978397.500000 Penalty: 3210.171875
	Iteration 76Q: 3 clusters Score -2978398 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2978396.500000 Penalty: 3210.171875
	Iteration 77Q: 3 clusters Score -2978396 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2978398.750000 Penalty: 3210.171875
	Iteration 78Q: 3 clusters Score -2978399 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2978404.750000 Penalty: 3210.171875
	Iteration 79Q: 3 clusters Score -2978405 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2978410.000000 Penalty: 3210.171875
	Iteration 80F: 3 clusters Score -2978410 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2978410.750000 Penalty: 3210.171875
	Iteration 81Q: 3 clusters Score -2978411 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2978428.500000 Penalty: 3210.171875
	Iteration 82Q: 3 clusters Score -2978428 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2978432.500000 Penalty: 3210.171875
	Iteration 83Q: 3 clusters Score -2978432 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2978432.500000 Penalty: 3210.171875
	Iteration 84Q: 3 clusters Score -2978432 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2978438.750000 Penalty: 3210.171875
	Iteration 85Q: 3 clusters Score -2978439 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2978445.000000 Penalty: 3210.171875
	Iteration 86Q: 3 clusters Score -2978445 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2978448.250000 Penalty: 3210.171875
	Iteration 87Q: 3 clusters Score -2978448 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2978448.000000 Penalty: 3210.171875
	Iteration 88Q: 3 clusters Score -2978448 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2978452.500000 Penalty: 3210.171875
	Iteration 89Q: 3 clusters Score -2978452 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2978454.750000 Penalty: 3210.171875
	Iteration 90Q: 3 clusters Score -2978455 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2978466.750000 Penalty: 3210.171875
	Iteration 91Q: 3 clusters Score -2978467 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2978475.250000 Penalty: 3210.171875
	Iteration 92Q: 3 clusters Score -2978475 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2978455.750000 Penalty: 3210.171875
	Iteration 93Q: 3 clusters Score -2978456 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2978461.000000 Penalty: 3210.171875
	Iteration 94Q: 3 clusters Score -2978461 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2978454.250000 Penalty: 3210.171875
	Iteration 95Q: 3 clusters Score -2978454 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2978450.250000 Penalty: 3210.171875
	Iteration 96Q: 3 clusters Score -2978450 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2978455.000000 Penalty: 3210.171875
	Iteration 97Q: 3 clusters Score -2978455 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2978445.000000 Penalty: 3210.171875
	Iteration 98Q: 3 clusters Score -2978445 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2978436.000000 Penalty: 3210.171875
	Iteration 99Q: 3 clusters Score -2978436 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2978441.000000 Penalty: 3210.171875
	Iteration 100F: 3 clusters Score -2978441 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2978449.250000 Penalty: 3210.171875
	Iteration 101Q: 3 clusters Score -2978449 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2978436.000000 Penalty: 3210.171875
	Iteration 102Q: 3 clusters Score -2978436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2978437.500000 Penalty: 3210.171875
	Iteration 103Q: 3 clusters Score -2978438 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2978433.750000 Penalty: 3210.171875
	Iteration 104Q: 3 clusters Score -2978434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2978431.250000 Penalty: 3210.171875
	Iteration 105Q: 3 clusters Score -2978431 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2978421.000000 Penalty: 3210.171875
	Iteration 106Q: 3 clusters Score -2978421 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2978436.250000 Penalty: 3210.171875
	Iteration 107Q: 3 clusters Score -2978436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2978429.250000 Penalty: 3210.171875
	Iteration 108Q: 3 clusters Score -2978429 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2978422.500000 Penalty: 3210.171875
	Iteration 109Q: 3 clusters Score -2978422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2978423.000000 Penalty: 3210.171875
	Iteration 110Q: 3 clusters Score -2978423 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2978410.000000 Penalty: 3210.171875
	Iteration 111Q: 3 clusters Score -2978410 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2978407.750000 Penalty: 3210.171875
	Iteration 112Q: 3 clusters Score -2978408 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2978400.250000 Penalty: 3210.171875
	Iteration 113Q: 3 clusters Score -2978400 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2978402.000000 Penalty: 3210.171875
	Iteration 114Q: 3 clusters Score -2978402 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2978409.250000 Penalty: 3210.171875
	Iteration 115Q: 3 clusters Score -2978409 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2978408.750000 Penalty: 3210.171875
	Iteration 116Q: 3 clusters Score -2978409 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2978409.000000 Penalty: 3210.171875
	Iteration 117Q: 3 clusters Score -2978409 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2978404.500000 Penalty: 3210.171875
	Iteration 118Q: 3 clusters Score -2978404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2978393.000000 Penalty: 3210.171875
	Iteration 119Q: 3 clusters Score -2978393 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2978397.500000 Penalty: 3210.171875
	Iteration 120F: 3 clusters Score -2978398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2978403.500000 Penalty: 3210.171875
	Iteration 121Q: 3 clusters Score -2978404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2978406.000000 Penalty: 3210.171875
	Iteration 122Q: 3 clusters Score -2978406 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2978404.750000 Penalty: 3210.171875
	Iteration 123Q: 3 clusters Score -2978405 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2978402.000000 Penalty: 3210.171875
	Iteration 124Q: 3 clusters Score -2978402 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2978397.000000 Penalty: 3210.171875
	Iteration 125Q: 3 clusters Score -2978397 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2978401.250000 Penalty: 3210.171875
	Iteration 126Q: 3 clusters Score -2978401 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2978399.250000 Penalty: 3210.171875
	Iteration 127Q: 3 clusters Score -2978399 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2978396.500000 Penalty: 3210.171875
	Iteration 128Q: 3 clusters Score -2978396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2978393.500000 Penalty: 3210.171875
	Iteration 129Q: 3 clusters Score -2978394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2978391.000000 Penalty: 3210.171875
	Iteration 130Q: 3 clusters Score -2978391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2978381.250000 Penalty: 3210.171875
	Iteration 131Q: 3 clusters Score -2978381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2978381.750000 Penalty: 3210.171875
	Iteration 132Q: 3 clusters Score -2978382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2978385.750000 Penalty: 3210.171875
	Iteration 133Q: 3 clusters Score -2978386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2978386.250000 Penalty: 3210.171875
	Iteration 134Q: 3 clusters Score -2978386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2978376.500000 Penalty: 3210.171875
	Iteration 135Q: 3 clusters Score -2978376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2978382.500000 Penalty: 3210.171875
	Iteration 136Q: 3 clusters Score -2978382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2978378.750000 Penalty: 3210.171875
	Iteration 137Q: 3 clusters Score -2978379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2978377.000000 Penalty: 3210.171875
	Iteration 138Q: 3 clusters Score -2978377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2978384.500000 Penalty: 3210.171875
	Iteration 139Q: 3 clusters Score -2978384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2978382.750000 Penalty: 3210.171875
	Iteration 140F: 3 clusters Score -2978383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2978383.500000 Penalty: 3210.171875
	Iteration 141Q: 3 clusters Score -2978384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2978380.750000 Penalty: 3210.171875
	Iteration 142Q: 3 clusters Score -2978381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2978381.000000 Penalty: 3210.171875
	Iteration 143Q: 3 clusters Score -2978381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2978375.500000 Penalty: 3210.171875
	Iteration 144Q: 3 clusters Score -2978376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2978376.000000 Penalty: 3210.171875
	Iteration 145Q: 3 clusters Score -2978376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2978377.750000 Penalty: 3210.171875
	Iteration 146Q: 3 clusters Score -2978378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2978376.000000 Penalty: 3210.171875
	Iteration 147Q: 3 clusters Score -2978376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2978374.250000 Penalty: 3210.171875
	Iteration 148Q: 3 clusters Score -2978374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2978380.500000 Penalty: 3210.171875
	Iteration 149Q: 3 clusters Score -2978380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2978371.750000 Penalty: 3210.171875
	Iteration 150Q: 3 clusters Score -2978372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2978368.750000 Penalty: 3210.171875
	Iteration 151Q: 3 clusters Score -2978369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2978373.000000 Penalty: 3210.171875
	Iteration 152Q: 3 clusters Score -2978373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2978371.750000 Penalty: 3210.171875
	Iteration 153Q: 3 clusters Score -2978372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2978369.000000 Penalty: 3210.171875
	Iteration 154Q: 3 clusters Score -2978369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2978366.500000 Penalty: 3210.171875
	Iteration 155Q: 3 clusters Score -2978366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2978360.250000 Penalty: 3210.171875
	Iteration 156Q: 3 clusters Score -2978360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2978365.500000 Penalty: 3210.171875
	Iteration 157Q: 3 clusters Score -2978366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2978357.000000 Penalty: 3210.171875
	Iteration 158Q: 3 clusters Score -2978357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2978356.500000 Penalty: 3210.171875
	Iteration 159Q: 3 clusters Score -2978356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2978353.250000 Penalty: 3210.171875
	Iteration 160F: 3 clusters Score -2978353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2978355.250000 Penalty: 3210.171875
	Iteration 161Q: 3 clusters Score -2978355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2978355.750000 Penalty: 3210.171875
	Iteration 162Q: 3 clusters Score -2978356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2978359.000000 Penalty: 3210.171875
	Iteration 163Q: 3 clusters Score -2978359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2978358.500000 Penalty: 3210.171875
	Iteration 164Q: 3 clusters Score -2978358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2978363.000000 Penalty: 3210.171875
	Iteration 165Q: 3 clusters Score -2978363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2978360.250000 Penalty: 3210.171875
	Iteration 166Q: 3 clusters Score -2978360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2978354.250000 Penalty: 3210.171875
	Iteration 167Q: 3 clusters Score -2978354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2978357.500000 Penalty: 3210.171875
	Iteration 168Q: 3 clusters Score -2978358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2978357.000000 Penalty: 3210.171875
	Iteration 169Q: 3 clusters Score -2978357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2978359.000000 Penalty: 3210.171875
	Iteration 170Q: 3 clusters Score -2978359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2978352.750000 Penalty: 3210.171875
	Iteration 171Q: 3 clusters Score -2978353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2978351.500000 Penalty: 3210.171875
	Iteration 172Q: 3 clusters Score -2978352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2978351.000000 Penalty: 3210.171875
	Iteration 173Q: 3 clusters Score -2978351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2978356.000000 Penalty: 3210.171875
	Iteration 174Q: 3 clusters Score -2978356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2978350.250000 Penalty: 3210.171875
	Iteration 175Q: 3 clusters Score -2978350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2978351.250000 Penalty: 3210.171875
	Iteration 176Q: 3 clusters Score -2978351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2978353.750000 Penalty: 3210.171875
	Iteration 177Q: 3 clusters Score -2978354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2978350.250000 Penalty: 3210.171875
	Iteration 178Q: 3 clusters Score -2978350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2978355.000000 Penalty: 3210.171875
	Iteration 179Q: 3 clusters Score -2978355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2978352.750000 Penalty: 3210.171875
	Iteration 180F: 3 clusters Score -2978353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2978352.250000 Penalty: 3210.171875
	Iteration 181Q: 3 clusters Score -2978352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2978354.000000 Penalty: 3210.171875
	Iteration 182Q: 3 clusters Score -2978354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2978349.750000 Penalty: 3210.171875
	Iteration 183Q: 3 clusters Score -2978350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2978352.000000 Penalty: 3210.171875
	Iteration 184Q: 3 clusters Score -2978352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2978354.750000 Penalty: 3210.171875
	Iteration 185Q: 3 clusters Score -2978355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2978357.750000 Penalty: 3210.171875
	Iteration 186Q: 3 clusters Score -2978358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2978362.500000 Penalty: 3210.171875
	Iteration 187Q: 3 clusters Score -2978362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2978357.750000 Penalty: 3210.171875
	Iteration 188Q: 3 clusters Score -2978358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2978353.250000 Penalty: 3210.171875
	Iteration 189Q: 3 clusters Score -2978353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2978352.500000 Penalty: 3210.171875
	Iteration 190Q: 3 clusters Score -2978352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2978350.500000 Penalty: 3210.171875
	Iteration 191Q: 3 clusters Score -2978350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2978346.500000 Penalty: 3210.171875
	Iteration 192Q: 3 clusters Score -2978346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2978350.750000 Penalty: 3210.171875
	Iteration 193Q: 3 clusters Score -2978351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2978349.250000 Penalty: 3210.171875
	Iteration 194Q: 3 clusters Score -2978349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2978347.750000 Penalty: 3210.171875
	Iteration 195Q: 3 clusters Score -2978348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2978349.750000 Penalty: 3210.171875
	Iteration 196Q: 3 clusters Score -2978350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2978346.500000 Penalty: 3210.171875
	Iteration 197Q: 3 clusters Score -2978346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2978349.250000 Penalty: 3210.171875
	Iteration 198Q: 3 clusters Score -2978349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2978348.250000 Penalty: 3210.171875
	Iteration 199Q: 3 clusters Score -2978348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2978348.250000 Penalty: 3210.171875
	Iteration 200F: 3 clusters Score -2978348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Entering Unmasked Estep 
Score: -832965.437500 Penalty: 1411.022583
	Iteration 0F: 2 clusters Score -832965.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -828451.187500 Penalty: 2822.045166
	Iteration 0F: 3 clusters Score -828451.2 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -829725.375000 Penalty: 2822.045166
	Iteration 1F: 3 clusters Score -829725.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -829907.687500 Penalty: 2822.045166
	Iteration 2F: 3 clusters Score -829907.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -830038.000000 Penalty: 2822.045166
	Iteration 3F: 3 clusters Score -830038 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -830129.875000 Penalty: 2822.045166
	Iteration 4Q: 3 clusters Score -830129.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -830197.375000 Penalty: 2822.045166
	Iteration 5Q: 3 clusters Score -830197.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -830241.750000 Penalty: 2822.045166
	Iteration 6Q: 3 clusters Score -830241.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -830277.937500 Penalty: 2822.045166
	Iteration 7Q: 3 clusters Score -830277.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -830320.062500 Penalty: 2822.045166
	Iteration 8Q: 3 clusters Score -830320.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -830365.250000 Penalty: 2822.045166
	Iteration 9Q: 3 clusters Score -830365.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -830418.625000 Penalty: 2822.045166
	Iteration 10Q: 3 clusters Score -830418.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -830483.000000 Penalty: 2822.045166
	Iteration 11Q: 3 clusters Score -830483 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -830560.625000 Penalty: 2822.045166
	Iteration 12Q: 3 clusters Score -830560.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -830652.437500 Penalty: 2822.045166
	Iteration 13Q: 3 clusters Score -830652.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -830748.500000 Penalty: 2822.045166
	Iteration 14Q: 3 clusters Score -830748.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -830861.250000 Penalty: 2822.045166
	Iteration 15Q: 3 clusters Score -830861.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -830974.062500 Penalty: 2822.045166
	Iteration 16Q: 3 clusters Score -830974.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -831097.625000 Penalty: 2822.045166
	Iteration 17Q: 3 clusters Score -831097.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -831213.500000 Penalty: 2822.045166
	Iteration 18Q: 3 clusters Score -831213.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -831306.125000 Penalty: 2822.045166
	Iteration 19Q: 3 clusters Score -831306.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -831392.750000 Penalty: 2822.045166
	Iteration 20F: 3 clusters Score -831392.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -831462.187500 Penalty: 2822.045166
	Iteration 21Q: 3 clusters Score -831462.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -831510.625000 Penalty: 2822.045166
	Iteration 22Q: 3 clusters Score -831510.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -831543.375000 Penalty: 2822.045166
	Iteration 23Q: 3 clusters Score -831543.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -831568.125000 Penalty: 2822.045166
	Iteration 24Q: 3 clusters Score -831568.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -831596.062500 Penalty: 2822.045166
	Iteration 25Q: 3 clusters Score -831596.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -831621.937500 Penalty: 2822.045166
	Iteration 26Q: 3 clusters Score -831621.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -831638.875000 Penalty: 2822.045166
	Iteration 27Q: 3 clusters Score -831638.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -831655.687500 Penalty: 2822.045166
	Iteration 28Q: 3 clusters Score -831655.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -831668.812500 Penalty: 2822.045166
	Iteration 29Q: 3 clusters Score -831668.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -831684.562500 Penalty: 2822.045166
	Iteration 30Q: 3 clusters Score -831684.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -831692.750000 Penalty: 2822.045166
	Iteration 31Q: 3 clusters Score -831692.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -831696.750000 Penalty: 2822.045166
	Iteration 32Q: 3 clusters Score -831696.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -831702.437500 Penalty: 2822.045166
	Iteration 33Q: 3 clusters Score -831702.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -831709.687500 Penalty: 2822.045166
	Iteration 34Q: 3 clusters Score -831709.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -831720.250000 Penalty: 2822.045166
	Iteration 35Q: 3 clusters Score -831720.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -831728.375000 Penalty: 2822.045166
	Iteration 36Q: 3 clusters Score -831728.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -831737.875000 Penalty: 2822.045166
	Iteration 37Q: 3 clusters Score -831737.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -831739.500000 Penalty: 2822.045166
	Iteration 38Q: 3 clusters Score -831739.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -831747.125000 Penalty: 2822.045166
	Iteration 39Q: 3 clusters Score -831747.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -831751.375000 Penalty: 2822.045166
	Iteration 40F: 3 clusters Score -831751.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -831759.375000 Penalty: 2822.045166
	Iteration 41Q: 3 clusters Score -831759.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -831764.250000 Penalty: 2822.045166
	Iteration 42Q: 3 clusters Score -831764.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -831766.187500 Penalty: 2822.045166
	Iteration 43Q: 3 clusters Score -831766.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -831773.125000 Penalty: 2822.045166
	Iteration 44Q: 3 clusters Score -831773.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -831779.125000 Penalty: 2822.045166
	Iteration 45Q: 3 clusters Score -831779.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -831786.000000 Penalty: 2822.045166
	Iteration 46Q: 3 clusters Score -831786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -831791.687500 Penalty: 2822.045166
	Iteration 47Q: 3 clusters Score -831791.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -831798.187500 Penalty: 2822.045166
	Iteration 48Q: 3 clusters Score -831798.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -831800.812500 Penalty: 2822.045166
	Iteration 49Q: 3 clusters Score -831800.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -831804.500000 Penalty: 2822.045166
	Iteration 50Q: 3 clusters Score -831804.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -831807.812500 Penalty: 2822.045166
	Iteration 51Q: 3 clusters Score -831807.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -831809.562500 Penalty: 2822.045166
	Iteration 52Q: 3 clusters Score -831809.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -831814.375000 Penalty: 2822.045166
	Iteration 53Q: 3 clusters Score -831814.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -831816.312500 Penalty: 2822.045166
	Iteration 54Q: 3 clusters Score -831816.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -831818.687500 Penalty: 2822.045166
	Iteration 55Q: 3 clusters Score -831818.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -831822.125000 Penalty: 2822.045166
	Iteration 56Q: 3 clusters Score -831822.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -831824.437500 Penalty: 2822.045166
	Iteration 57Q: 3 clusters Score -831824.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -831823.875000 Penalty: 2822.045166
	Iteration 58Q: 3 clusters Score -831823.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -831826.937500 Penalty: 2822.045166
	Iteration 59Q: 3 clusters Score -831826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -831828.000000 Penalty: 2822.045166
	Iteration 60F: 3 clusters Score -831828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -831829.437500 Penalty: 2822.045166
	Iteration 61Q: 3 clusters Score -831829.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -831829.312500 Penalty: 2822.045166
	Iteration 62Q: 3 clusters Score -831829.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -831829.500000 Penalty: 2822.045166
	Iteration 63Q: 3 clusters Score -831829.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -831829.500000 Penalty: 2822.045166
	Iteration 64F: 3 clusters Score -831829.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Entering Unmasked Estep 
Score: -169583.171875 Penalty: 1170.674194
	Iteration 0F: 2 clusters Score -169583.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -167970.859375 Penalty: 2341.348389
	Iteration 0F: 3 clusters Score -167970.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -168395.984375 Penalty: 2341.348389
	Iteration 1F: 3 clusters Score -168396 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -168542.312500 Penalty: 2341.348389
	Iteration 2F: 3 clusters Score -168542.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -168698.671875 Penalty: 2341.348389
	Iteration 3F: 3 clusters Score -168698.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -168826.031250 Penalty: 2341.348389
	Iteration 4F: 3 clusters Score -168826 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -168932.718750 Penalty: 2341.348389
	Iteration 5F: 3 clusters Score -168932.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -169027.140625 Penalty: 2341.348389
	Iteration 6Q: 3 clusters Score -169027.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -169146.562500 Penalty: 2341.348389
	Iteration 7Q: 3 clusters Score -169146.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -169282.515625 Penalty: 2341.348389
	Iteration 8Q: 3 clusters Score -169282.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -169404.578125 Penalty: 2341.348389
	Iteration 9Q: 3 clusters Score -169404.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -169457.296875 Penalty: 2341.348389
	Iteration 10Q: 3 clusters Score -169457.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -169484.312500 Penalty: 2341.348389
	Iteration 11Q: 3 clusters Score -169484.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -169514.671875 Penalty: 2341.348389
	Iteration 12Q: 3 clusters Score -169514.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -169539.125000 Penalty: 2341.348389
	Iteration 13Q: 3 clusters Score -169539.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -169565.187500 Penalty: 2341.348389
	Iteration 14Q: 3 clusters Score -169565.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -169591.203125 Penalty: 2341.348389
	Iteration 15Q: 3 clusters Score -169591.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -169601.359375 Penalty: 2341.348389
	Iteration 16Q: 3 clusters Score -169601.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -169618.859375 Penalty: 2341.348389
	Iteration 17Q: 3 clusters Score -169618.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -169650.000000 Penalty: 2341.348389
	Iteration 18Q: 3 clusters Score -169650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -169681.750000 Penalty: 2341.348389
	Iteration 19Q: 3 clusters Score -169681.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -169705.078125 Penalty: 2341.348389
	Iteration 20F: 3 clusters Score -169705.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -169717.890625 Penalty: 2341.348389
	Iteration 21Q: 3 clusters Score -169717.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -169722.640625 Penalty: 2341.348389
	Iteration 22Q: 3 clusters Score -169722.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -169733.562500 Penalty: 2341.348389
	Iteration 23Q: 3 clusters Score -169733.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -169738.109375 Penalty: 2341.348389
	Iteration 24Q: 3 clusters Score -169738.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -169739.015625 Penalty: 2341.348389
	Iteration 25Q: 3 clusters Score -169739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -169739.640625 Penalty: 2341.348389
	Iteration 26Q: 3 clusters Score -169739.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -169739.640625 Penalty: 2341.348389
	Iteration 27F: 3 clusters Score -169739.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17659 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29661 members 
Mstep: Class 6 contains 1486 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11204 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 12 contains 20759 members 
Mstep: Class 13 contains 8181 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20904 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8965 members 
Mstep: Class 25 contains 13379 members 
Mstep: Class 26 contains 7893 members 
Mstep: Class 27 contains 12961 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7401 members 
Mstep: Class 30 contains 8211 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1983 members 
Mstep: Class 33 contains 3024 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12630 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31420 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3439 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 25535 members 
Mstep: Class 44 contains 15565 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 18936 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1608 members 
Mstep: Class 52 contains 1349 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 12828 members 
Mstep: Class 55 contains 3493 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14642 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4722 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14976 members 
Mstep: Class 63 contains 19486 members 
Mstep: Class 64 contains 5903 members 
Mstep: Class 65 contains 800 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22101 members 
Mstep: Class 70 contains 14771 members 
Mstep: Class 71 contains 18163 members 
Mstep: Class 72 contains 20439 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2240 members 
Mstep: Class 76 contains 19237 members 
Mstep: Class 77 contains 1220 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2273 members 
Mstep: Class 80 contains 545 members 
Entering Unmasked Estep 
Score: -85941136.000000 Penalty: 172990.062500
Splitting cluster 65 changes total score from -85941888.000000 to -85941136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -224053.421875 Penalty: 1203.886230
	Iteration 0F: 2 clusters Score -224053.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -222173.250000 Penalty: 2407.772461
	Iteration 0F: 3 clusters Score -222173.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -222572.968750 Penalty: 2407.772461
	Iteration 1F: 3 clusters Score -222573 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -222671.921875 Penalty: 2407.772461
	Iteration 2F: 3 clusters Score -222671.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -222746.921875 Penalty: 2407.772461
	Iteration 3Q: 3 clusters Score -222746.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -222798.093750 Penalty: 2407.772461
	Iteration 4Q: 3 clusters Score -222798.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -222835.843750 Penalty: 2407.772461
	Iteration 5Q: 3 clusters Score -222835.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -222886.609375 Penalty: 2407.772461
	Iteration 6Q: 3 clusters Score -222886.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -222936.828125 Penalty: 2407.772461
	Iteration 7Q: 3 clusters Score -222936.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -223001.031250 Penalty: 2407.772461
	Iteration 8Q: 3 clusters Score -223001 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -223049.468750 Penalty: 2407.772461
	Iteration 9Q: 3 clusters Score -223049.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -223087.765625 Penalty: 2407.772461
	Iteration 10Q: 3 clusters Score -223087.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -223135.875000 Penalty: 2407.772461
	Iteration 11Q: 3 clusters Score -223135.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -223182.921875 Penalty: 2407.772461
	Iteration 12Q: 3 clusters Score -223182.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -223232.359375 Penalty: 2407.772461
	Iteration 13Q: 3 clusters Score -223232.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -223276.312500 Penalty: 2407.772461
	Iteration 14Q: 3 clusters Score -223276.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -223303.109375 Penalty: 2407.772461
	Iteration 15Q: 3 clusters Score -223303.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -223322.343750 Penalty: 2407.772461
	Iteration 16Q: 3 clusters Score -223322.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -223340.671875 Penalty: 2407.772461
	Iteration 17Q: 3 clusters Score -223340.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -223355.375000 Penalty: 2407.772461
	Iteration 18Q: 3 clusters Score -223355.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -223360.343750 Penalty: 2407.772461
	Iteration 19Q: 3 clusters Score -223360.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -223366.218750 Penalty: 2407.772461
	Iteration 20F: 3 clusters Score -223366.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -223378.484375 Penalty: 2407.772461
	Iteration 21Q: 3 clusters Score -223378.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -223395.468750 Penalty: 2407.772461
	Iteration 22Q: 3 clusters Score -223395.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -223404.109375 Penalty: 2407.772461
	Iteration 23Q: 3 clusters Score -223404.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -223412.359375 Penalty: 2407.772461
	Iteration 24Q: 3 clusters Score -223412.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -223420.421875 Penalty: 2407.772461
	Iteration 25Q: 3 clusters Score -223420.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -223428.312500 Penalty: 2407.772461
	Iteration 26Q: 3 clusters Score -223428.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -223434.562500 Penalty: 2407.772461
	Iteration 27Q: 3 clusters Score -223434.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -223443.265625 Penalty: 2407.772461
	Iteration 28Q: 3 clusters Score -223443.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -223451.640625 Penalty: 2407.772461
	Iteration 29Q: 3 clusters Score -223451.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -223457.562500 Penalty: 2407.772461
	Iteration 30Q: 3 clusters Score -223457.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -223465.984375 Penalty: 2407.772461
	Iteration 31Q: 3 clusters Score -223466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -223482.015625 Penalty: 2407.772461
	Iteration 32Q: 3 clusters Score -223482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -223496.765625 Penalty: 2407.772461
	Iteration 33Q: 3 clusters Score -223496.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -223505.015625 Penalty: 2407.772461
	Iteration 34Q: 3 clusters Score -223505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -223513.187500 Penalty: 2407.772461
	Iteration 35Q: 3 clusters Score -223513.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -223518.125000 Penalty: 2407.772461
	Iteration 36Q: 3 clusters Score -223518.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -223527.421875 Penalty: 2407.772461
	Iteration 37Q: 3 clusters Score -223527.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -223534.328125 Penalty: 2407.772461
	Iteration 38Q: 3 clusters Score -223534.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -223540.609375 Penalty: 2407.772461
	Iteration 39Q: 3 clusters Score -223540.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -223544.593750 Penalty: 2407.772461
	Iteration 40F: 3 clusters Score -223544.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -223545.656250 Penalty: 2407.772461
	Iteration 41Q: 3 clusters Score -223545.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -223546.046875 Penalty: 2407.772461
	Iteration 42Q: 3 clusters Score -223546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -223547.562500 Penalty: 2407.772461
	Iteration 43Q: 3 clusters Score -223547.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -223549.625000 Penalty: 2407.772461
	Iteration 44Q: 3 clusters Score -223549.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -223551.921875 Penalty: 2407.772461
	Iteration 45Q: 3 clusters Score -223551.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -223554.484375 Penalty: 2407.772461
	Iteration 46Q: 3 clusters Score -223554.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -223555.890625 Penalty: 2407.772461
	Iteration 47Q: 3 clusters Score -223555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -223556.640625 Penalty: 2407.772461
	Iteration 48Q: 3 clusters Score -223556.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -223556.640625 Penalty: 2407.772461
	Iteration 49F: 3 clusters Score -223556.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -145235.828125 Penalty: 1146.628418
	Iteration 0F: 2 clusters Score -145235.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -143679.703125 Penalty: 2293.256836
	Iteration 0F: 3 clusters Score -143679.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -144020.062500 Penalty: 2293.256836
	Iteration 1F: 3 clusters Score -144020.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -144132.234375 Penalty: 2293.256836
	Iteration 2F: 3 clusters Score -144132.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -144214.984375 Penalty: 2293.256836
	Iteration 3F: 3 clusters Score -144215 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -144272.671875 Penalty: 2293.256836
	Iteration 4Q: 3 clusters Score -144272.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -144302.984375 Penalty: 2293.256836
	Iteration 5Q: 3 clusters Score -144303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -144319.625000 Penalty: 2293.256836
	Iteration 6Q: 3 clusters Score -144319.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -144327.265625 Penalty: 2293.256836
	Iteration 7Q: 3 clusters Score -144327.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -144341.921875 Penalty: 2293.256836
	Iteration 8Q: 3 clusters Score -144341.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -144353.609375 Penalty: 2293.256836
	Iteration 9Q: 3 clusters Score -144353.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -144374.296875 Penalty: 2293.256836
	Iteration 10Q: 3 clusters Score -144374.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -144386.140625 Penalty: 2293.256836
	Iteration 11Q: 3 clusters Score -144386.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -144398.171875 Penalty: 2293.256836
	Iteration 12Q: 3 clusters Score -144398.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -144408.296875 Penalty: 2293.256836
	Iteration 13Q: 3 clusters Score -144408.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -144416.031250 Penalty: 2293.256836
	Iteration 14Q: 3 clusters Score -144416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -144424.796875 Penalty: 2293.256836
	Iteration 15Q: 3 clusters Score -144424.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -144430.859375 Penalty: 2293.256836
	Iteration 16Q: 3 clusters Score -144430.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -144436.531250 Penalty: 2293.256836
	Iteration 17Q: 3 clusters Score -144436.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -144445.281250 Penalty: 2293.256836
	Iteration 18Q: 3 clusters Score -144445.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -144457.812500 Penalty: 2293.256836
	Iteration 19Q: 3 clusters Score -144457.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -144483.359375 Penalty: 2293.256836
	Iteration 20F: 3 clusters Score -144483.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -144512.546875 Penalty: 2293.256836
	Iteration 21Q: 3 clusters Score -144512.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -144545.750000 Penalty: 2293.256836
	Iteration 22Q: 3 clusters Score -144545.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -144569.796875 Penalty: 2293.256836
	Iteration 23Q: 3 clusters Score -144569.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -144586.515625 Penalty: 2293.256836
	Iteration 24Q: 3 clusters Score -144586.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -144606.796875 Penalty: 2293.256836
	Iteration 25Q: 3 clusters Score -144606.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -144626.421875 Penalty: 2293.256836
	Iteration 26Q: 3 clusters Score -144626.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -144645.375000 Penalty: 2293.256836
	Iteration 27Q: 3 clusters Score -144645.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -144665.828125 Penalty: 2293.256836
	Iteration 28Q: 3 clusters Score -144665.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -144677.609375 Penalty: 2293.256836
	Iteration 29Q: 3 clusters Score -144677.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -144688.906250 Penalty: 2293.256836
	Iteration 30Q: 3 clusters Score -144688.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -144699.171875 Penalty: 2293.256836
	Iteration 31Q: 3 clusters Score -144699.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -144720.109375 Penalty: 2293.256836
	Iteration 32Q: 3 clusters Score -144720.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -144724.750000 Penalty: 2293.256836
	Iteration 33Q: 3 clusters Score -144724.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -144732.609375 Penalty: 2293.256836
	Iteration 34Q: 3 clusters Score -144732.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -144738.062500 Penalty: 2293.256836
	Iteration 35Q: 3 clusters Score -144738.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -144745.859375 Penalty: 2293.256836
	Iteration 36Q: 3 clusters Score -144745.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -144751.187500 Penalty: 2293.256836
	Iteration 37Q: 3 clusters Score -144751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -144752.875000 Penalty: 2293.256836
	Iteration 38Q: 3 clusters Score -144752.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -144754.093750 Penalty: 2293.256836
	Iteration 39Q: 3 clusters Score -144754.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -144755.218750 Penalty: 2293.256836
	Iteration 40F: 3 clusters Score -144755.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -144759.187500 Penalty: 2293.256836
	Iteration 41Q: 3 clusters Score -144759.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -144763.562500 Penalty: 2293.256836
	Iteration 42Q: 3 clusters Score -144763.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -144769.265625 Penalty: 2293.256836
	Iteration 43Q: 3 clusters Score -144769.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -144781.656250 Penalty: 2293.256836
	Iteration 44Q: 3 clusters Score -144781.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -144790.250000 Penalty: 2293.256836
	Iteration 45Q: 3 clusters Score -144790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -144793.828125 Penalty: 2293.256836
	Iteration 46Q: 3 clusters Score -144793.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -144796.234375 Penalty: 2293.256836
	Iteration 47Q: 3 clusters Score -144796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -144798.281250 Penalty: 2293.256836
	Iteration 48Q: 3 clusters Score -144798.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -144801.093750 Penalty: 2293.256836
	Iteration 49Q: 3 clusters Score -144801.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -144804.250000 Penalty: 2293.256836
	Iteration 50Q: 3 clusters Score -144804.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -144806.531250 Penalty: 2293.256836
	Iteration 51Q: 3 clusters Score -144806.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -144806.531250 Penalty: 2293.256836
	Iteration 52F: 3 clusters Score -144806.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -142406.093750 Penalty: 1143.802368
	Iteration 0F: 2 clusters Score -142406.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -140870.718750 Penalty: 2287.604736
	Iteration 0F: 3 clusters Score -140870.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -141226.968750 Penalty: 2287.604736
	Iteration 1F: 3 clusters Score -141227 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -141453.062500 Penalty: 2287.604736
	Iteration 2F: 3 clusters Score -141453.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -141725.015625 Penalty: 2287.604736
	Iteration 3F: 3 clusters Score -141725 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -141925.828125 Penalty: 2287.604736
	Iteration 4F: 3 clusters Score -141925.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -142085.781250 Penalty: 2287.604736
	Iteration 5F: 3 clusters Score -142085.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -142173.906250 Penalty: 2287.604736
	Iteration 6Q: 3 clusters Score -142173.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -142217.281250 Penalty: 2287.604736
	Iteration 7Q: 3 clusters Score -142217.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -142227.062500 Penalty: 2287.604736
	Iteration 8Q: 3 clusters Score -142227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -142229.015625 Penalty: 2287.604736
	Iteration 9Q: 3 clusters Score -142229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -142229.015625 Penalty: 2287.604736
	Iteration 10F: 3 clusters Score -142229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (22101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Entering Unmasked Estep 
Score: -3361865.500000 Penalty: 1625.548950
	Iteration 0F: 2 clusters Score -3361866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -3347828.500000 Penalty: 3251.097900
	Iteration 0F: 3 clusters Score -3347828 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -3353366.000000 Penalty: 3251.097900
	Iteration 1F: 3 clusters Score -3353366 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -3353774.500000 Penalty: 3251.097900
	Iteration 2F: 3 clusters Score -3353774 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -3354200.750000 Penalty: 3251.097900
	Iteration 3Q: 3 clusters Score -3354201 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -3354663.250000 Penalty: 3251.097900
	Iteration 4Q: 3 clusters Score -3354663 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -3355171.000000 Penalty: 3251.097900
	Iteration 5Q: 3 clusters Score -3355171 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -3355745.500000 Penalty: 3251.097900
	Iteration 6Q: 3 clusters Score -3355746 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -3356366.750000 Penalty: 3251.097900
	Iteration 7F: 3 clusters Score -3356367 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -3357122.500000 Penalty: 3251.097900
	Iteration 8F: 3 clusters Score -3357122 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3357862.750000 Penalty: 3251.097900
	Iteration 9F: 3 clusters Score -3357863 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3358468.000000 Penalty: 3251.097900
	Iteration 10Q: 3 clusters Score -3358468 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -3358968.000000 Penalty: 3251.097900
	Iteration 11Q: 3 clusters Score -3358968 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3359375.750000 Penalty: 3251.097900
	Iteration 12Q: 3 clusters Score -3359376 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -3359626.250000 Penalty: 3251.097900
	Iteration 13Q: 3 clusters Score -3359626 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -3359793.500000 Penalty: 3251.097900
	Iteration 14Q: 3 clusters Score -3359794 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3359967.500000 Penalty: 3251.097900
	Iteration 15Q: 3 clusters Score -3359968 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -3360133.750000 Penalty: 3251.097900
	Iteration 16Q: 3 clusters Score -3360134 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -3360299.500000 Penalty: 3251.097900
	Iteration 17Q: 3 clusters Score -3360300 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -3360412.500000 Penalty: 3251.097900
	Iteration 18Q: 3 clusters Score -3360412 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3360522.750000 Penalty: 3251.097900
	Iteration 19Q: 3 clusters Score -3360523 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -3360611.000000 Penalty: 3251.097900
	Iteration 20F: 3 clusters Score -3360611 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -3360702.750000 Penalty: 3251.097900
	Iteration 21Q: 3 clusters Score -3360703 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -3360756.000000 Penalty: 3251.097900
	Iteration 22Q: 3 clusters Score -3360756 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -3360806.250000 Penalty: 3251.097900
	Iteration 23Q: 3 clusters Score -3360806 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -3360833.500000 Penalty: 3251.097900
	Iteration 24Q: 3 clusters Score -3360834 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -3360855.750000 Penalty: 3251.097900
	Iteration 25Q: 3 clusters Score -3360856 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -3360871.500000 Penalty: 3251.097900
	Iteration 26Q: 3 clusters Score -3360872 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -3360882.750000 Penalty: 3251.097900
	Iteration 27Q: 3 clusters Score -3360883 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -3360874.750000 Penalty: 3251.097900
	Iteration 28Q: 3 clusters Score -3360875 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3360871.250000 Penalty: 3251.097900
	Iteration 29Q: 3 clusters Score -3360871 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -3360881.000000 Penalty: 3251.097900
	Iteration 30Q: 3 clusters Score -3360881 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -3360887.500000 Penalty: 3251.097900
	Iteration 31Q: 3 clusters Score -3360888 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -3360877.000000 Penalty: 3251.097900
	Iteration 32Q: 3 clusters Score -3360877 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -3360884.750000 Penalty: 3251.097900
	Iteration 33Q: 3 clusters Score -3360885 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -3360890.250000 Penalty: 3251.097900
	Iteration 34Q: 3 clusters Score -3360890 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -3360882.750000 Penalty: 3251.097900
	Iteration 35Q: 3 clusters Score -3360883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -3360871.500000 Penalty: 3251.097900
	Iteration 36Q: 3 clusters Score -3360872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -3360883.500000 Penalty: 3251.097900
	Iteration 37Q: 3 clusters Score -3360884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -3360879.750000 Penalty: 3251.097900
	Iteration 38Q: 3 clusters Score -3360880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3360881.500000 Penalty: 3251.097900
	Iteration 39Q: 3 clusters Score -3360882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -3360883.250000 Penalty: 3251.097900
	Iteration 40F: 3 clusters Score -3360883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3360878.000000 Penalty: 3251.097900
	Iteration 41Q: 3 clusters Score -3360878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -3360888.000000 Penalty: 3251.097900
	Iteration 42Q: 3 clusters Score -3360888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -3360887.750000 Penalty: 3251.097900
	Iteration 43Q: 3 clusters Score -3360888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -3360888.500000 Penalty: 3251.097900
	Iteration 44Q: 3 clusters Score -3360888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3360877.000000 Penalty: 3251.097900
	Iteration 45Q: 3 clusters Score -3360877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -3360880.500000 Penalty: 3251.097900
	Iteration 46Q: 3 clusters Score -3360880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -3360883.500000 Penalty: 3251.097900
	Iteration 47Q: 3 clusters Score -3360884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -3360876.500000 Penalty: 3251.097900
	Iteration 48Q: 3 clusters Score -3360876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -3360873.500000 Penalty: 3251.097900
	Iteration 49Q: 3 clusters Score -3360874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -3360878.000000 Penalty: 3251.097900
	Iteration 50Q: 3 clusters Score -3360878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -3360872.000000 Penalty: 3251.097900
	Iteration 51Q: 3 clusters Score -3360872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -3360874.000000 Penalty: 3251.097900
	Iteration 52Q: 3 clusters Score -3360874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -3360875.750000 Penalty: 3251.097900
	Iteration 53Q: 3 clusters Score -3360876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -3360878.500000 Penalty: 3251.097900
	Iteration 54Q: 3 clusters Score -3360878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -3360880.000000 Penalty: 3251.097900
	Iteration 55Q: 3 clusters Score -3360880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -3360884.000000 Penalty: 3251.097900
	Iteration 56Q: 3 clusters Score -3360884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -3360880.500000 Penalty: 3251.097900
	Iteration 57Q: 3 clusters Score -3360880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -3360886.000000 Penalty: 3251.097900
	Iteration 58Q: 3 clusters Score -3360886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -3360886.000000 Penalty: 3251.097900
	Iteration 59F: 3 clusters Score -3360886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (14771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Entering Unmasked Estep 
Score: -2247918.500000 Penalty: 1560.068359
	Iteration 0F: 2 clusters Score -2247918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2238165.250000 Penalty: 3120.136719
	Iteration 0F: 3 clusters Score -2238165 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2241919.500000 Penalty: 3120.136719
	Iteration 1F: 3 clusters Score -2241920 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2242363.250000 Penalty: 3120.136719
	Iteration 2F: 3 clusters Score -2242363 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2242701.250000 Penalty: 3120.136719
	Iteration 3F: 3 clusters Score -2242701 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2242997.500000 Penalty: 3120.136719
	Iteration 4Q: 3 clusters Score -2242998 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2243272.250000 Penalty: 3120.136719
	Iteration 5Q: 3 clusters Score -2243272 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2243552.000000 Penalty: 3120.136719
	Iteration 6Q: 3 clusters Score -2243552 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2243840.000000 Penalty: 3120.136719
	Iteration 7Q: 3 clusters Score -2243840 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2244122.250000 Penalty: 3120.136719
	Iteration 8Q: 3 clusters Score -2244122 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2244406.000000 Penalty: 3120.136719
	Iteration 9Q: 3 clusters Score -2244406 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2244649.750000 Penalty: 3120.136719
	Iteration 10Q: 3 clusters Score -2244650 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2244930.000000 Penalty: 3120.136719
	Iteration 11Q: 3 clusters Score -2244930 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2245188.250000 Penalty: 3120.136719
	Iteration 12Q: 3 clusters Score -2245188 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2245439.000000 Penalty: 3120.136719
	Iteration 13Q: 3 clusters Score -2245439 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2245624.500000 Penalty: 3120.136719
	Iteration 14Q: 3 clusters Score -2245624 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2245756.000000 Penalty: 3120.136719
	Iteration 15Q: 3 clusters Score -2245756 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2245856.000000 Penalty: 3120.136719
	Iteration 16Q: 3 clusters Score -2245856 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2245952.250000 Penalty: 3120.136719
	Iteration 17Q: 3 clusters Score -2245952 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2246039.500000 Penalty: 3120.136719
	Iteration 18Q: 3 clusters Score -2246040 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2246121.250000 Penalty: 3120.136719
	Iteration 19Q: 3 clusters Score -2246121 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2246190.000000 Penalty: 3120.136719
	Iteration 20F: 3 clusters Score -2246190 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2246241.750000 Penalty: 3120.136719
	Iteration 21Q: 3 clusters Score -2246242 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2246286.750000 Penalty: 3120.136719
	Iteration 22Q: 3 clusters Score -2246287 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2246314.000000 Penalty: 3120.136719
	Iteration 23Q: 3 clusters Score -2246314 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2246339.000000 Penalty: 3120.136719
	Iteration 24Q: 3 clusters Score -2246339 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2246367.750000 Penalty: 3120.136719
	Iteration 25Q: 3 clusters Score -2246368 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2246389.750000 Penalty: 3120.136719
	Iteration 26Q: 3 clusters Score -2246390 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2246414.500000 Penalty: 3120.136719
	Iteration 27Q: 3 clusters Score -2246414 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2246431.250000 Penalty: 3120.136719
	Iteration 28Q: 3 clusters Score -2246431 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2246445.750000 Penalty: 3120.136719
	Iteration 29Q: 3 clusters Score -2246446 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2246458.250000 Penalty: 3120.136719
	Iteration 30Q: 3 clusters Score -2246458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2246469.750000 Penalty: 3120.136719
	Iteration 31Q: 3 clusters Score -2246470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2246482.250000 Penalty: 3120.136719
	Iteration 32Q: 3 clusters Score -2246482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2246484.500000 Penalty: 3120.136719
	Iteration 33Q: 3 clusters Score -2246484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2246498.000000 Penalty: 3120.136719
	Iteration 34Q: 3 clusters Score -2246498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2246499.500000 Penalty: 3120.136719
	Iteration 35Q: 3 clusters Score -2246500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2246507.500000 Penalty: 3120.136719
	Iteration 36Q: 3 clusters Score -2246508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2246506.000000 Penalty: 3120.136719
	Iteration 37Q: 3 clusters Score -2246506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2246512.750000 Penalty: 3120.136719
	Iteration 38Q: 3 clusters Score -2246513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2246520.750000 Penalty: 3120.136719
	Iteration 39Q: 3 clusters Score -2246521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2246529.500000 Penalty: 3120.136719
	Iteration 40F: 3 clusters Score -2246530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2246539.500000 Penalty: 3120.136719
	Iteration 41Q: 3 clusters Score -2246540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2246548.750000 Penalty: 3120.136719
	Iteration 42Q: 3 clusters Score -2246549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2246557.500000 Penalty: 3120.136719
	Iteration 43Q: 3 clusters Score -2246558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2246562.000000 Penalty: 3120.136719
	Iteration 44Q: 3 clusters Score -2246562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2246565.500000 Penalty: 3120.136719
	Iteration 45Q: 3 clusters Score -2246566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2246570.750000 Penalty: 3120.136719
	Iteration 46Q: 3 clusters Score -2246571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2246574.500000 Penalty: 3120.136719
	Iteration 47Q: 3 clusters Score -2246574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2246577.500000 Penalty: 3120.136719
	Iteration 48Q: 3 clusters Score -2246578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2246583.000000 Penalty: 3120.136719
	Iteration 49Q: 3 clusters Score -2246583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2246587.750000 Penalty: 3120.136719
	Iteration 50Q: 3 clusters Score -2246588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2246590.250000 Penalty: 3120.136719
	Iteration 51Q: 3 clusters Score -2246590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2246590.250000 Penalty: 3120.136719
	Iteration 52F: 3 clusters Score -2246590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (18163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Entering Unmasked Estep 
Score: -2783985.500000 Penalty: 1593.660645
	Iteration 0F: 2 clusters Score -2783986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2772155.500000 Penalty: 3187.321289
	Iteration 0F: 3 clusters Score -2772156 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2776756.500000 Penalty: 3187.321289
	Iteration 1F: 3 clusters Score -2776756 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2777161.750000 Penalty: 3187.321289
	Iteration 2F: 3 clusters Score -2777162 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2777536.000000 Penalty: 3187.321289
	Iteration 3F: 3 clusters Score -2777536 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2777943.000000 Penalty: 3187.321289
	Iteration 4Q: 3 clusters Score -2777943 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2778331.250000 Penalty: 3187.321289
	Iteration 5Q: 3 clusters Score -2778331 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2778739.250000 Penalty: 3187.321289
	Iteration 6Q: 3 clusters Score -2778739 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2779149.000000 Penalty: 3187.321289
	Iteration 7Q: 3 clusters Score -2779149 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2779520.750000 Penalty: 3187.321289
	Iteration 8Q: 3 clusters Score -2779521 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2779854.500000 Penalty: 3187.321289
	Iteration 9Q: 3 clusters Score -2779854 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2780201.750000 Penalty: 3187.321289
	Iteration 10Q: 3 clusters Score -2780202 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2780518.250000 Penalty: 3187.321289
	Iteration 11Q: 3 clusters Score -2780518 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2780871.500000 Penalty: 3187.321289
	Iteration 12Q: 3 clusters Score -2780872 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2781154.750000 Penalty: 3187.321289
	Iteration 13Q: 3 clusters Score -2781155 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2781453.750000 Penalty: 3187.321289
	Iteration 14Q: 3 clusters Score -2781454 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2781706.500000 Penalty: 3187.321289
	Iteration 15Q: 3 clusters Score -2781706 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2781940.000000 Penalty: 3187.321289
	Iteration 16Q: 3 clusters Score -2781940 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2782123.250000 Penalty: 3187.321289
	Iteration 17Q: 3 clusters Score -2782123 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2782245.250000 Penalty: 3187.321289
	Iteration 18Q: 3 clusters Score -2782245 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2782336.750000 Penalty: 3187.321289
	Iteration 19Q: 3 clusters Score -2782337 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2782390.750000 Penalty: 3187.321289
	Iteration 20F: 3 clusters Score -2782391 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2782434.750000 Penalty: 3187.321289
	Iteration 21Q: 3 clusters Score -2782435 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2782456.750000 Penalty: 3187.321289
	Iteration 22Q: 3 clusters Score -2782457 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2782476.000000 Penalty: 3187.321289
	Iteration 23Q: 3 clusters Score -2782476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2782488.250000 Penalty: 3187.321289
	Iteration 24Q: 3 clusters Score -2782488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2782506.500000 Penalty: 3187.321289
	Iteration 25Q: 3 clusters Score -2782506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2782521.500000 Penalty: 3187.321289
	Iteration 26Q: 3 clusters Score -2782522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2782537.250000 Penalty: 3187.321289
	Iteration 27Q: 3 clusters Score -2782537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2782540.250000 Penalty: 3187.321289
	Iteration 28Q: 3 clusters Score -2782540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2782549.000000 Penalty: 3187.321289
	Iteration 29Q: 3 clusters Score -2782549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2782560.500000 Penalty: 3187.321289
	Iteration 30Q: 3 clusters Score -2782560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2782569.500000 Penalty: 3187.321289
	Iteration 31Q: 3 clusters Score -2782570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2782567.250000 Penalty: 3187.321289
	Iteration 32Q: 3 clusters Score -2782567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2782571.500000 Penalty: 3187.321289
	Iteration 33Q: 3 clusters Score -2782572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2782570.000000 Penalty: 3187.321289
	Iteration 34Q: 3 clusters Score -2782570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2782570.750000 Penalty: 3187.321289
	Iteration 35Q: 3 clusters Score -2782571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2782571.500000 Penalty: 3187.321289
	Iteration 36Q: 3 clusters Score -2782572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2782572.500000 Penalty: 3187.321289
	Iteration 37Q: 3 clusters Score -2782572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2782570.250000 Penalty: 3187.321289
	Iteration 38Q: 3 clusters Score -2782570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2782568.500000 Penalty: 3187.321289
	Iteration 39Q: 3 clusters Score -2782568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2782573.500000 Penalty: 3187.321289
	Iteration 40F: 3 clusters Score -2782574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2782573.750000 Penalty: 3187.321289
	Iteration 41Q: 3 clusters Score -2782574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2782573.750000 Penalty: 3187.321289
	Iteration 42F: 3 clusters Score -2782574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (20439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Entering Unmasked Estep 
Score: -3117108.750000 Penalty: 1612.845093
	Iteration 0F: 2 clusters Score -3117109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -3104406.500000 Penalty: 3225.690186
	Iteration 0F: 3 clusters Score -3104406 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -3109276.500000 Penalty: 3225.690186
	Iteration 1F: 3 clusters Score -3109276 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3109607.500000 Penalty: 3225.690186
	Iteration 2F: 3 clusters Score -3109608 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -3109979.250000 Penalty: 3225.690186
	Iteration 3Q: 3 clusters Score -3109979 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -3110349.250000 Penalty: 3225.690186
	Iteration 4Q: 3 clusters Score -3110349 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -3110702.250000 Penalty: 3225.690186
	Iteration 5Q: 3 clusters Score -3110702 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -3111092.750000 Penalty: 3225.690186
	Iteration 6Q: 3 clusters Score -3111093 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -3111532.750000 Penalty: 3225.690186
	Iteration 7Q: 3 clusters Score -3111533 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -3111999.250000 Penalty: 3225.690186
	Iteration 8Q: 3 clusters Score -3111999 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -3112454.000000 Penalty: 3225.690186
	Iteration 9Q: 3 clusters Score -3112454 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -3112896.500000 Penalty: 3225.690186
	Iteration 10Q: 3 clusters Score -3112896 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -3113234.500000 Penalty: 3225.690186
	Iteration 11Q: 3 clusters Score -3113234 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -3113521.500000 Penalty: 3225.690186
	Iteration 12Q: 3 clusters Score -3113522 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -3113691.000000 Penalty: 3225.690186
	Iteration 13Q: 3 clusters Score -3113691 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -3113788.500000 Penalty: 3225.690186
	Iteration 14Q: 3 clusters Score -3113788 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -3113854.750000 Penalty: 3225.690186
	Iteration 15Q: 3 clusters Score -3113855 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -3113904.750000 Penalty: 3225.690186
	Iteration 16Q: 3 clusters Score -3113905 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -3113957.500000 Penalty: 3225.690186
	Iteration 17Q: 3 clusters Score -3113958 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -3113989.500000 Penalty: 3225.690186
	Iteration 18Q: 3 clusters Score -3113990 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -3114020.250000 Penalty: 3225.690186
	Iteration 19Q: 3 clusters Score -3114020 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -3114044.250000 Penalty: 3225.690186
	Iteration 20F: 3 clusters Score -3114044 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -3114069.750000 Penalty: 3225.690186
	Iteration 21Q: 3 clusters Score -3114070 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3114085.000000 Penalty: 3225.690186
	Iteration 22Q: 3 clusters Score -3114085 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -3114121.750000 Penalty: 3225.690186
	Iteration 23Q: 3 clusters Score -3114122 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -3114139.500000 Penalty: 3225.690186
	Iteration 24Q: 3 clusters Score -3114140 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3114163.750000 Penalty: 3225.690186
	Iteration 25Q: 3 clusters Score -3114164 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3114185.750000 Penalty: 3225.690186
	Iteration 26Q: 3 clusters Score -3114186 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3114224.250000 Penalty: 3225.690186
	Iteration 27Q: 3 clusters Score -3114224 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3114248.500000 Penalty: 3225.690186
	Iteration 28Q: 3 clusters Score -3114248 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3114276.500000 Penalty: 3225.690186
	Iteration 29Q: 3 clusters Score -3114276 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3114290.250000 Penalty: 3225.690186
	Iteration 30Q: 3 clusters Score -3114290 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3114313.250000 Penalty: 3225.690186
	Iteration 31Q: 3 clusters Score -3114313 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -3114344.500000 Penalty: 3225.690186
	Iteration 32Q: 3 clusters Score -3114344 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -3114385.750000 Penalty: 3225.690186
	Iteration 33Q: 3 clusters Score -3114386 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3114433.500000 Penalty: 3225.690186
	Iteration 34Q: 3 clusters Score -3114434 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -3114468.500000 Penalty: 3225.690186
	Iteration 35Q: 3 clusters Score -3114468 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3114498.750000 Penalty: 3225.690186
	Iteration 36Q: 3 clusters Score -3114499 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -3114534.750000 Penalty: 3225.690186
	Iteration 37Q: 3 clusters Score -3114535 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3114573.750000 Penalty: 3225.690186
	Iteration 38Q: 3 clusters Score -3114574 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3114628.000000 Penalty: 3225.690186
	Iteration 39Q: 3 clusters Score -3114628 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3114693.000000 Penalty: 3225.690186
	Iteration 40F: 3 clusters Score -3114693 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3114760.250000 Penalty: 3225.690186
	Iteration 41Q: 3 clusters Score -3114760 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3114846.250000 Penalty: 3225.690186
	Iteration 42Q: 3 clusters Score -3114846 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3114956.500000 Penalty: 3225.690186
	Iteration 43Q: 3 clusters Score -3114956 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3115046.750000 Penalty: 3225.690186
	Iteration 44Q: 3 clusters Score -3115047 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3115160.750000 Penalty: 3225.690186
	Iteration 45Q: 3 clusters Score -3115161 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3115281.750000 Penalty: 3225.690186
	Iteration 46Q: 3 clusters Score -3115282 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3115389.000000 Penalty: 3225.690186
	Iteration 47Q: 3 clusters Score -3115389 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3115457.750000 Penalty: 3225.690186
	Iteration 48Q: 3 clusters Score -3115458 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3115507.000000 Penalty: 3225.690186
	Iteration 49Q: 3 clusters Score -3115507 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3115555.250000 Penalty: 3225.690186
	Iteration 50Q: 3 clusters Score -3115555 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3115600.000000 Penalty: 3225.690186
	Iteration 51Q: 3 clusters Score -3115600 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3115620.000000 Penalty: 3225.690186
	Iteration 52Q: 3 clusters Score -3115620 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3115648.750000 Penalty: 3225.690186
	Iteration 53Q: 3 clusters Score -3115649 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3115673.500000 Penalty: 3225.690186
	Iteration 54Q: 3 clusters Score -3115674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3115692.000000 Penalty: 3225.690186
	Iteration 55Q: 3 clusters Score -3115692 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3115705.000000 Penalty: 3225.690186
	Iteration 56Q: 3 clusters Score -3115705 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3115716.250000 Penalty: 3225.690186
	Iteration 57Q: 3 clusters Score -3115716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3115736.000000 Penalty: 3225.690186
	Iteration 58Q: 3 clusters Score -3115736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3115748.250000 Penalty: 3225.690186
	Iteration 59Q: 3 clusters Score -3115748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3115758.750000 Penalty: 3225.690186
	Iteration 60F: 3 clusters Score -3115759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3115770.250000 Penalty: 3225.690186
	Iteration 61Q: 3 clusters Score -3115770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3115778.250000 Penalty: 3225.690186
	Iteration 62Q: 3 clusters Score -3115778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3115789.000000 Penalty: 3225.690186
	Iteration 63Q: 3 clusters Score -3115789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3115796.000000 Penalty: 3225.690186
	Iteration 64Q: 3 clusters Score -3115796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3115797.000000 Penalty: 3225.690186
	Iteration 65Q: 3 clusters Score -3115797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3115793.250000 Penalty: 3225.690186
	Iteration 66Q: 3 clusters Score -3115793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3115792.250000 Penalty: 3225.690186
	Iteration 67Q: 3 clusters Score -3115792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3115798.250000 Penalty: 3225.690186
	Iteration 68Q: 3 clusters Score -3115798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3115797.500000 Penalty: 3225.690186
	Iteration 69Q: 3 clusters Score -3115798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3115800.500000 Penalty: 3225.690186
	Iteration 70Q: 3 clusters Score -3115800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3115804.500000 Penalty: 3225.690186
	Iteration 71Q: 3 clusters Score -3115804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3115806.250000 Penalty: 3225.690186
	Iteration 72Q: 3 clusters Score -3115806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3115805.750000 Penalty: 3225.690186
	Iteration 73Q: 3 clusters Score -3115806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3115805.750000 Penalty: 3225.690186
	Iteration 74F: 3 clusters Score -3115806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -156792.906250 Penalty: 1133.352783
	Iteration 0F: 2 clusters Score -156792.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -155272.390625 Penalty: 2266.705566
	Iteration 0F: 3 clusters Score -155272.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -155514.343750 Penalty: 2266.705566
	Iteration 1F: 3 clusters Score -155514.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -155596.765625 Penalty: 2266.705566
	Iteration 2F: 3 clusters Score -155596.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -155644.421875 Penalty: 2266.705566
	Iteration 3Q: 3 clusters Score -155644.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -155665.203125 Penalty: 2266.705566
	Iteration 4Q: 3 clusters Score -155665.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -155679.859375 Penalty: 2266.705566
	Iteration 5Q: 3 clusters Score -155679.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -155699.343750 Penalty: 2266.705566
	Iteration 6Q: 3 clusters Score -155699.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -155708.828125 Penalty: 2266.705566
	Iteration 7Q: 3 clusters Score -155708.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -155713.687500 Penalty: 2266.705566
	Iteration 8Q: 3 clusters Score -155713.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -155715.937500 Penalty: 2266.705566
	Iteration 9Q: 3 clusters Score -155715.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -155718.218750 Penalty: 2266.705566
	Iteration 10Q: 3 clusters Score -155718.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -155719.343750 Penalty: 2266.705566
	Iteration 11Q: 3 clusters Score -155719.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -155722.187500 Penalty: 2266.705566
	Iteration 12Q: 3 clusters Score -155722.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -155725.593750 Penalty: 2266.705566
	Iteration 13Q: 3 clusters Score -155725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -155728.250000 Penalty: 2266.705566
	Iteration 14Q: 3 clusters Score -155728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -155730.953125 Penalty: 2266.705566
	Iteration 15Q: 3 clusters Score -155731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -155737.546875 Penalty: 2266.705566
	Iteration 16Q: 3 clusters Score -155737.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -155739.234375 Penalty: 2266.705566
	Iteration 17Q: 3 clusters Score -155739.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -155742.265625 Penalty: 2266.705566
	Iteration 18Q: 3 clusters Score -155742.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -155744.500000 Penalty: 2266.705566
	Iteration 19Q: 3 clusters Score -155744.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -155747.531250 Penalty: 2266.705566
	Iteration 20F: 3 clusters Score -155747.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -155748.000000 Penalty: 2266.705566
	Iteration 21Q: 3 clusters Score -155748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -155750.328125 Penalty: 2266.705566
	Iteration 22Q: 3 clusters Score -155750.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -155750.578125 Penalty: 2266.705566
	Iteration 23Q: 3 clusters Score -155750.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -155754.859375 Penalty: 2266.705566
	Iteration 24Q: 3 clusters Score -155754.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -155756.921875 Penalty: 2266.705566
	Iteration 25Q: 3 clusters Score -155756.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -155756.921875 Penalty: 2266.705566
	Iteration 26F: 3 clusters Score -155756.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -307878.156250 Penalty: 1250.042603
	Iteration 0F: 2 clusters Score -307878.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -305655.593750 Penalty: 2500.085205
	Iteration 0F: 3 clusters Score -305655.6 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -306234.500000 Penalty: 2500.085205
	Iteration 1F: 3 clusters Score -306234.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -306457.250000 Penalty: 2500.085205
	Iteration 2F: 3 clusters Score -306457.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -306613.687500 Penalty: 2500.085205
	Iteration 3F: 3 clusters Score -306613.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -306723.625000 Penalty: 2500.085205
	Iteration 4F: 3 clusters Score -306723.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -306796.937500 Penalty: 2500.085205
	Iteration 5Q: 3 clusters Score -306796.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -306848.406250 Penalty: 2500.085205
	Iteration 6Q: 3 clusters Score -306848.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -306882.687500 Penalty: 2500.085205
	Iteration 7Q: 3 clusters Score -306882.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -306901.312500 Penalty: 2500.085205
	Iteration 8Q: 3 clusters Score -306901.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -306914.937500 Penalty: 2500.085205
	Iteration 9Q: 3 clusters Score -306914.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -306924.656250 Penalty: 2500.085205
	Iteration 10Q: 3 clusters Score -306924.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -306936.906250 Penalty: 2500.085205
	Iteration 11Q: 3 clusters Score -306936.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -306945.000000 Penalty: 2500.085205
	Iteration 12Q: 3 clusters Score -306945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -306951.968750 Penalty: 2500.085205
	Iteration 13Q: 3 clusters Score -306952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -306956.968750 Penalty: 2500.085205
	Iteration 14Q: 3 clusters Score -306957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -306960.468750 Penalty: 2500.085205
	Iteration 15Q: 3 clusters Score -306960.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -306965.843750 Penalty: 2500.085205
	Iteration 16Q: 3 clusters Score -306965.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -306968.281250 Penalty: 2500.085205
	Iteration 17Q: 3 clusters Score -306968.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -306969.343750 Penalty: 2500.085205
	Iteration 18Q: 3 clusters Score -306969.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -306971.125000 Penalty: 2500.085205
	Iteration 19Q: 3 clusters Score -306971.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -306974.125000 Penalty: 2500.085205
	Iteration 20F: 3 clusters Score -306974.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -306976.250000 Penalty: 2500.085205
	Iteration 21Q: 3 clusters Score -306976.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -306979.343750 Penalty: 2500.085205
	Iteration 22Q: 3 clusters Score -306979.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -306980.562500 Penalty: 2500.085205
	Iteration 23Q: 3 clusters Score -306980.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -306981.531250 Penalty: 2500.085205
	Iteration 24Q: 3 clusters Score -306981.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -306982.406250 Penalty: 2500.085205
	Iteration 25Q: 3 clusters Score -306982.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -306983.812500 Penalty: 2500.085205
	Iteration 26Q: 3 clusters Score -306983.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -306984.000000 Penalty: 2500.085205
	Iteration 27Q: 3 clusters Score -306984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -306984.687500 Penalty: 2500.085205
	Iteration 28Q: 3 clusters Score -306984.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -306985.031250 Penalty: 2500.085205
	Iteration 29Q: 3 clusters Score -306985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -306986.000000 Penalty: 2500.085205
	Iteration 30Q: 3 clusters Score -306986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -306987.937500 Penalty: 2500.085205
	Iteration 31Q: 3 clusters Score -306987.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -306988.375000 Penalty: 2500.085205
	Iteration 32Q: 3 clusters Score -306988.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -306989.125000 Penalty: 2500.085205
	Iteration 33Q: 3 clusters Score -306989.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -306988.937500 Penalty: 2500.085205
	Iteration 34Q: 3 clusters Score -306988.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -306988.937500 Penalty: 2500.085205
	Iteration 35F: 3 clusters Score -306988.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (2240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Entering Unmasked Estep 
Score: -316098.125000 Penalty: 1253.562500
	Iteration 0F: 2 clusters Score -316098.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -313846.250000 Penalty: 2507.125000
	Iteration 0F: 3 clusters Score -313846.2 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -314392.906250 Penalty: 2507.125000
	Iteration 1F: 3 clusters Score -314392.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -314524.093750 Penalty: 2507.125000
	Iteration 2F: 3 clusters Score -314524.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -314596.281250 Penalty: 2507.125000
	Iteration 3Q: 3 clusters Score -314596.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -314646.968750 Penalty: 2507.125000
	Iteration 4Q: 3 clusters Score -314647 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -314703.968750 Penalty: 2507.125000
	Iteration 5Q: 3 clusters Score -314704 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -314752.125000 Penalty: 2507.125000
	Iteration 6Q: 3 clusters Score -314752.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -314795.750000 Penalty: 2507.125000
	Iteration 7Q: 3 clusters Score -314795.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -314839.281250 Penalty: 2507.125000
	Iteration 8Q: 3 clusters Score -314839.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -314876.718750 Penalty: 2507.125000
	Iteration 9Q: 3 clusters Score -314876.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -314900.625000 Penalty: 2507.125000
	Iteration 10Q: 3 clusters Score -314900.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -314925.062500 Penalty: 2507.125000
	Iteration 11Q: 3 clusters Score -314925.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -314955.781250 Penalty: 2507.125000
	Iteration 12Q: 3 clusters Score -314955.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -314978.343750 Penalty: 2507.125000
	Iteration 13Q: 3 clusters Score -314978.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -315007.468750 Penalty: 2507.125000
	Iteration 14Q: 3 clusters Score -315007.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -315027.500000 Penalty: 2507.125000
	Iteration 15Q: 3 clusters Score -315027.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -315047.906250 Penalty: 2507.125000
	Iteration 16Q: 3 clusters Score -315047.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -315061.156250 Penalty: 2507.125000
	Iteration 17Q: 3 clusters Score -315061.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -315069.500000 Penalty: 2507.125000
	Iteration 18Q: 3 clusters Score -315069.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -315076.781250 Penalty: 2507.125000
	Iteration 19Q: 3 clusters Score -315076.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -315079.062500 Penalty: 2507.125000
	Iteration 20F: 3 clusters Score -315079.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -315080.250000 Penalty: 2507.125000
	Iteration 21Q: 3 clusters Score -315080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -315081.062500 Penalty: 2507.125000
	Iteration 22Q: 3 clusters Score -315081.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -315081.250000 Penalty: 2507.125000
	Iteration 23Q: 3 clusters Score -315081.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -315081.250000 Penalty: 2507.125000
	Iteration 24F: 3 clusters Score -315081.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (19237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Entering Unmasked Estep 
Score: -2688213.500000 Penalty: 1602.995972
	Iteration 0F: 2 clusters Score -2688214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2675245.000000 Penalty: 3205.991943
	Iteration 0F: 3 clusters Score -2675245 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2680883.750000 Penalty: 3205.991943
	Iteration 1F: 3 clusters Score -2680884 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2682170.000000 Penalty: 3205.991943
	Iteration 2F: 3 clusters Score -2682170 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2683640.750000 Penalty: 3205.991943
	Iteration 3F: 3 clusters Score -2683641 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2684987.750000 Penalty: 3205.991943
	Iteration 4F: 3 clusters Score -2684988 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2685980.750000 Penalty: 3205.991943
	Iteration 5F: 3 clusters Score -2685981 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2686569.000000 Penalty: 3205.991943
	Iteration 6F: 3 clusters Score -2686569 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2686923.750000 Penalty: 3205.991943
	Iteration 7Q: 3 clusters Score -2686924 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2687133.000000 Penalty: 3205.991943
	Iteration 8Q: 3 clusters Score -2687133 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2687284.250000 Penalty: 3205.991943
	Iteration 9Q: 3 clusters Score -2687284 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2687411.750000 Penalty: 3205.991943
	Iteration 10Q: 3 clusters Score -2687412 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2687517.000000 Penalty: 3205.991943
	Iteration 11Q: 3 clusters Score -2687517 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2687604.000000 Penalty: 3205.991943
	Iteration 12Q: 3 clusters Score -2687604 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2687690.750000 Penalty: 3205.991943
	Iteration 13Q: 3 clusters Score -2687691 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2687752.000000 Penalty: 3205.991943
	Iteration 14Q: 3 clusters Score -2687752 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2687808.000000 Penalty: 3205.991943
	Iteration 15Q: 3 clusters Score -2687808 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2687850.000000 Penalty: 3205.991943
	Iteration 16Q: 3 clusters Score -2687850 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2687886.000000 Penalty: 3205.991943
	Iteration 17Q: 3 clusters Score -2687886 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2687932.750000 Penalty: 3205.991943
	Iteration 18Q: 3 clusters Score -2687933 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2687975.500000 Penalty: 3205.991943
	Iteration 19Q: 3 clusters Score -2687976 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2688008.500000 Penalty: 3205.991943
	Iteration 20F: 3 clusters Score -2688008 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2688057.750000 Penalty: 3205.991943
	Iteration 21Q: 3 clusters Score -2688058 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2688103.250000 Penalty: 3205.991943
	Iteration 22Q: 3 clusters Score -2688103 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2688155.500000 Penalty: 3205.991943
	Iteration 23Q: 3 clusters Score -2688156 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2688211.250000 Penalty: 3205.991943
	Iteration 24Q: 3 clusters Score -2688211 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2688291.000000 Penalty: 3205.991943
	Iteration 25Q: 3 clusters Score -2688291 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2688402.000000 Penalty: 3205.991943
	Iteration 26Q: 3 clusters Score -2688402 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2688514.000000 Penalty: 3205.991943
	Iteration 27Q: 3 clusters Score -2688514 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2688622.500000 Penalty: 3205.991943
	Iteration 28Q: 3 clusters Score -2688622 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2688717.750000 Penalty: 3205.991943
	Iteration 29Q: 3 clusters Score -2688718 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2688790.000000 Penalty: 3205.991943
	Iteration 30Q: 3 clusters Score -2688790 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2688858.250000 Penalty: 3205.991943
	Iteration 31Q: 3 clusters Score -2688858 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2688904.750000 Penalty: 3205.991943
	Iteration 32Q: 3 clusters Score -2688905 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2688928.250000 Penalty: 3205.991943
	Iteration 33Q: 3 clusters Score -2688928 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2688957.000000 Penalty: 3205.991943
	Iteration 34Q: 3 clusters Score -2688957 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2688983.500000 Penalty: 3205.991943
	Iteration 35Q: 3 clusters Score -2688984 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -2688993.250000 Penalty: 3205.991943
	Iteration 36Q: 3 clusters Score -2688993 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2689015.000000 Penalty: 3205.991943
	Iteration 37Q: 3 clusters Score -2689015 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2689028.250000 Penalty: 3205.991943
	Iteration 38Q: 3 clusters Score -2689028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2689033.250000 Penalty: 3205.991943
	Iteration 39Q: 3 clusters Score -2689033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2689039.250000 Penalty: 3205.991943
	Iteration 40F: 3 clusters Score -2689039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2689038.250000 Penalty: 3205.991943
	Iteration 41Q: 3 clusters Score -2689038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2689041.750000 Penalty: 3205.991943
	Iteration 42Q: 3 clusters Score -2689042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2689042.750000 Penalty: 3205.991943
	Iteration 43Q: 3 clusters Score -2689043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2689043.000000 Penalty: 3205.991943
	Iteration 44Q: 3 clusters Score -2689043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2689046.250000 Penalty: 3205.991943
	Iteration 45Q: 3 clusters Score -2689046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2689040.000000 Penalty: 3205.991943
	Iteration 46Q: 3 clusters Score -2689040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2689043.250000 Penalty: 3205.991943
	Iteration 47Q: 3 clusters Score -2689043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2689038.500000 Penalty: 3205.991943
	Iteration 48Q: 3 clusters Score -2689038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2689038.500000 Penalty: 3205.991943
	Iteration 49F: 3 clusters Score -2689038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17659 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29661 members 
Mstep: Class 6 contains 1486 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11204 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 12 contains 20759 members 
Mstep: Class 13 contains 8181 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20904 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8965 members 
Mstep: Class 25 contains 13379 members 
Mstep: Class 26 contains 7893 members 
Mstep: Class 27 contains 12961 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7401 members 
Mstep: Class 30 contains 8211 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1983 members 
Mstep: Class 33 contains 3024 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12630 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31420 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3439 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 25535 members 
Mstep: Class 44 contains 15565 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 18936 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1608 members 
Mstep: Class 52 contains 1349 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 12828 members 
Mstep: Class 55 contains 3493 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14642 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4722 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14976 members 
Mstep: Class 63 contains 19486 members 
Mstep: Class 64 contains 5903 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22101 members 
Mstep: Class 70 contains 14771 members 
Mstep: Class 71 contains 18163 members 
Mstep: Class 72 contains 20439 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2240 members 
Mstep: Class 76 contains 3580 members 
Mstep: Class 77 contains 1220 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2273 members 
Mstep: Class 80 contains 15657 members 
Entering Unmasked Estep 
Score: -85941984.000000 Penalty: 172990.062500
Splitting cluster 76 changes total score from -85941888.000000 to -85941984.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 77 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -155187.390625 Penalty: 1154.823486
	Iteration 0F: 2 clusters Score -155187.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -153626.625000 Penalty: 2309.646973
	Iteration 0F: 3 clusters Score -153626.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -154044.312500 Penalty: 2309.646973
	Iteration 1F: 3 clusters Score -154044.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -154255.359375 Penalty: 2309.646973
	Iteration 2F: 3 clusters Score -154255.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -154473.828125 Penalty: 2309.646973
	Iteration 3F: 3 clusters Score -154473.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -154684.140625 Penalty: 2309.646973
	Iteration 4F: 3 clusters Score -154684.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -154873.531250 Penalty: 2309.646973
	Iteration 5F: 3 clusters Score -154873.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -154974.609375 Penalty: 2309.646973
	Iteration 6Q: 3 clusters Score -154974.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -155040.437500 Penalty: 2309.646973
	Iteration 7Q: 3 clusters Score -155040.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -155072.171875 Penalty: 2309.646973
	Iteration 8Q: 3 clusters Score -155072.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -155093.437500 Penalty: 2309.646973
	Iteration 9Q: 3 clusters Score -155093.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -155104.359375 Penalty: 2309.646973
	Iteration 10Q: 3 clusters Score -155104.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -155109.125000 Penalty: 2309.646973
	Iteration 11Q: 3 clusters Score -155109.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -155114.531250 Penalty: 2309.646973
	Iteration 12Q: 3 clusters Score -155114.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -155118.203125 Penalty: 2309.646973
	Iteration 13Q: 3 clusters Score -155118.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -155126.421875 Penalty: 2309.646973
	Iteration 14Q: 3 clusters Score -155126.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -155132.109375 Penalty: 2309.646973
	Iteration 15Q: 3 clusters Score -155132.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -155136.000000 Penalty: 2309.646973
	Iteration 16Q: 3 clusters Score -155136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -155142.828125 Penalty: 2309.646973
	Iteration 17Q: 3 clusters Score -155142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -155146.031250 Penalty: 2309.646973
	Iteration 18Q: 3 clusters Score -155146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -155148.640625 Penalty: 2309.646973
	Iteration 19Q: 3 clusters Score -155148.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -155149.718750 Penalty: 2309.646973
	Iteration 20F: 3 clusters Score -155149.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (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: -44208.398438 Penalty: 941.859375
	Iteration 0F: 2 clusters Score -44208.4 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 172 members 
Entering Unmasked Estep 
Score: -43290.003906 Penalty: 1883.718750
	Iteration 0F: 3 clusters Score -43290 nChanged 67
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: -43425.691406 Penalty: 1883.718750
	Iteration 1F: 3 clusters Score -43425.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43473.652344 Penalty: 1883.718750
	Iteration 2F: 3 clusters Score -43473.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43509.382812 Penalty: 1883.718750
	Iteration 3Q: 3 clusters Score -43509.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43539.570312 Penalty: 1883.718750
	Iteration 4Q: 3 clusters Score -43539.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43567.253906 Penalty: 1883.718750
	Iteration 5Q: 3 clusters Score -43567.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43580.652344 Penalty: 1883.718750
	Iteration 6Q: 3 clusters Score -43580.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43584.019531 Penalty: 1883.718750
	Iteration 7Q: 3 clusters Score -43584.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43584.019531 Penalty: 1883.718750
	Iteration 8F: 3 clusters Score -43584.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (2273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Entering Unmasked Estep 
Score: -300074.406250 Penalty: 1255.939087
	Iteration 0F: 2 clusters Score -300074.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -297831.531250 Penalty: 2511.878174
	Iteration 0F: 3 clusters Score -297831.5 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -298453.218750 Penalty: 2511.878174
	Iteration 1F: 3 clusters Score -298453.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -298669.343750 Penalty: 2511.878174
	Iteration 2F: 3 clusters Score -298669.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -298802.343750 Penalty: 2511.878174
	Iteration 3F: 3 clusters Score -298802.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -298923.593750 Penalty: 2511.878174
	Iteration 4F: 3 clusters Score -298923.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -299054.843750 Penalty: 2511.878174
	Iteration 5F: 3 clusters Score -299054.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -299174.500000 Penalty: 2511.878174
	Iteration 6Q: 3 clusters Score -299174.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -299279.781250 Penalty: 2511.878174
	Iteration 7Q: 3 clusters Score -299279.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -299342.312500 Penalty: 2511.878174
	Iteration 8Q: 3 clusters Score -299342.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -299392.687500 Penalty: 2511.878174
	Iteration 9Q: 3 clusters Score -299392.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -299421.562500 Penalty: 2511.878174
	Iteration 10Q: 3 clusters Score -299421.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -299442.781250 Penalty: 2511.878174
	Iteration 11Q: 3 clusters Score -299442.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -299458.187500 Penalty: 2511.878174
	Iteration 12Q: 3 clusters Score -299458.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -299467.000000 Penalty: 2511.878174
	Iteration 13Q: 3 clusters Score -299467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -299483.531250 Penalty: 2511.878174
	Iteration 14Q: 3 clusters Score -299483.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -299490.875000 Penalty: 2511.878174
	Iteration 15Q: 3 clusters Score -299490.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -299501.093750 Penalty: 2511.878174
	Iteration 16Q: 3 clusters Score -299501.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -299510.437500 Penalty: 2511.878174
	Iteration 17Q: 3 clusters Score -299510.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -299515.062500 Penalty: 2511.878174
	Iteration 18Q: 3 clusters Score -299515.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -299519.593750 Penalty: 2511.878174
	Iteration 19Q: 3 clusters Score -299519.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -299523.375000 Penalty: 2511.878174
	Iteration 20F: 3 clusters Score -299523.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -299525.343750 Penalty: 2511.878174
	Iteration 21Q: 3 clusters Score -299525.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -299527.875000 Penalty: 2511.878174
	Iteration 22Q: 3 clusters Score -299527.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -299529.593750 Penalty: 2511.878174
	Iteration 23Q: 3 clusters Score -299529.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -299529.593750 Penalty: 2511.878174
	Iteration 24F: 3 clusters Score -299529.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17659 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29661 members 
Mstep: Class 6 contains 1486 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11204 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 12 contains 20759 members 
Mstep: Class 13 contains 8181 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20904 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8965 members 
Mstep: Class 25 contains 13379 members 
Mstep: Class 26 contains 7893 members 
Mstep: Class 27 contains 12961 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7401 members 
Mstep: Class 30 contains 8211 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1983 members 
Mstep: Class 33 contains 3024 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12630 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31420 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3439 members 
Mstep: Class 42 contains 3650 members 
Mstep: Class 43 contains 25535 members 
Mstep: Class 44 contains 15565 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 18936 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1608 members 
Mstep: Class 52 contains 1349 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 12828 members 
Mstep: Class 55 contains 3493 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14642 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4722 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 14976 members 
Mstep: Class 63 contains 19486 members 
Mstep: Class 64 contains 5903 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22101 members 
Mstep: Class 70 contains 14771 members 
Mstep: Class 71 contains 18163 members 
Mstep: Class 72 contains 20439 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2240 members 
Mstep: Class 76 contains 3580 members 
Mstep: Class 77 contains 1220 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942248.000000 Penalty: 172990.062500
Iteration 239Q: 81 clusters Score -8.594225e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1408 members 
Mstep: Class 3 contains 17661 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29661 members 
Mstep: Class 6 contains 1486 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11204 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 12 contains 20754 members 
Mstep: Class 13 contains 8192 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 17123 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 3886 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20906 members 
Mstep: Class 22 contains 4195 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8847 members 
Mstep: Class 25 contains 13376 members 
Mstep: Class 26 contains 7930 members 
Mstep: Class 27 contains 12956 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7401 members 
Mstep: Class 30 contains 8207 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1983 members 
Mstep: Class 33 contains 3022 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12628 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31420 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3439 members 
Mstep: Class 42 contains 3653 members 
Mstep: Class 43 contains 25529 members 
Mstep: Class 44 contains 15556 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 18955 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1608 members 
Mstep: Class 52 contains 1345 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 12820 members 
Mstep: Class 55 contains 3493 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14641 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4722 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1935 members 
Mstep: Class 62 contains 14978 members 
Mstep: Class 63 contains 19488 members 
Mstep: Class 64 contains 5903 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1640 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22120 members 
Mstep: Class 70 contains 14771 members 
Mstep: Class 71 contains 18146 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2241 members 
Mstep: Class 76 contains 3797 members 
Mstep: Class 77 contains 1220 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2273 members 
Mstep: Class 80 contains 15499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942656.000000 Penalty: 172990.062500
Iteration 240F: 81 clusters Score -8.594266e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1408 members 
Mstep: Class 3 contains 17653 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29660 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11205 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 12 contains 20760 members 
Mstep: Class 13 contains 8212 members 
Mstep: Class 14 contains 11111 members 
Mstep: Class 15 contains 5455 members 
Mstep: Class 16 contains 17123 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 3886 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20905 members 
Mstep: Class 22 contains 4174 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 13373 members 
Mstep: Class 26 contains 7918 members 
Mstep: Class 27 contains 12946 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7401 members 
Mstep: Class 30 contains 8207 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1983 members 
Mstep: Class 33 contains 3023 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12621 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31420 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3439 members 
Mstep: Class 42 contains 3646 members 
Mstep: Class 43 contains 25527 members 
Mstep: Class 44 contains 15550 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 18973 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1608 members 
Mstep: Class 52 contains 1342 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 12816 members 
Mstep: Class 55 contains 3493 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14640 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4722 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1937 members 
Mstep: Class 62 contains 14977 members 
Mstep: Class 63 contains 19489 members 
Mstep: Class 64 contains 5903 members 
Mstep: Class 65 contains 1345 members 
Mstep: Class 66 contains 1635 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22139 members 
Mstep: Class 70 contains 14771 members 
Mstep: Class 71 contains 18128 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2241 members 
Mstep: Class 76 contains 3896 members 
Mstep: Class 77 contains 1220 members 
Mstep: Class 78 contains 327 members 
Mstep: Class 79 contains 2272 members 
Mstep: Class 80 contains 15557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942944.000000 Penalty: 172990.062500
Iteration 241Q: 81 clusters Score -8.594294e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1408 members 
Mstep: Class 3 contains 17636 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29659 members 
Mstep: Class 6 contains 1489 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1616 members 
Mstep: Class 12 contains 20768 members 
Mstep: Class 13 contains 8229 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 17124 members 
Mstep: Class 17 contains 1668 members 
Mstep: Class 18 contains 3886 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20904 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8611 members 
Mstep: Class 25 contains 13368 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 12937 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7401 members 
Mstep: Class 30 contains 8206 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1983 members 
Mstep: Class 33 contains 3020 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12618 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31419 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3439 members 
Mstep: Class 42 contains 3639 members 
Mstep: Class 43 contains 25529 members 
Mstep: Class 44 contains 15546 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 18986 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1608 members 
Mstep: Class 52 contains 1342 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 12802 members 
Mstep: Class 55 contains 3493 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14638 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1940 members 
Mstep: Class 62 contains 14976 members 
Mstep: Class 63 contains 19491 members 
Mstep: Class 64 contains 5903 members 
Mstep: Class 65 contains 1348 members 
Mstep: Class 66 contains 1637 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22166 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 18116 members 
Mstep: Class 72 contains 20436 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2241 members 
Mstep: Class 76 contains 3990 members 
Mstep: Class 77 contains 1220 members 
Mstep: Class 78 contains 327 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942952.000000 Penalty: 172990.062500
Iteration 242Q: 81 clusters Score -8.594295e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 17623 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29661 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11191 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 12 contains 20782 members 
Mstep: Class 13 contains 8248 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 17120 members 
Mstep: Class 17 contains 1669 members 
Mstep: Class 18 contains 3886 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20905 members 
Mstep: Class 22 contains 4165 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8512 members 
Mstep: Class 25 contains 13368 members 
Mstep: Class 26 contains 7936 members 
Mstep: Class 27 contains 12925 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7401 members 
Mstep: Class 30 contains 8204 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1983 members 
Mstep: Class 33 contains 3020 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12616 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31417 members 
Mstep: Class 39 contains 1470 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3439 members 
Mstep: Class 42 contains 3631 members 
Mstep: Class 43 contains 25518 members 
Mstep: Class 44 contains 15536 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 18998 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1608 members 
Mstep: Class 52 contains 1340 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 12783 members 
Mstep: Class 55 contains 3494 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14638 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1937 members 
Mstep: Class 62 contains 14976 members 
Mstep: Class 63 contains 19496 members 
Mstep: Class 64 contains 5903 members 
Mstep: Class 65 contains 1350 members 
Mstep: Class 66 contains 1641 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1143 members 
Mstep: Class 69 contains 22197 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 18103 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2241 members 
Mstep: Class 76 contains 4080 members 
Mstep: Class 77 contains 1220 members 
Mstep: Class 78 contains 328 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943144.000000 Penalty: 172990.062500
Iteration 243Q: 81 clusters Score -8.594314e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1408 members 
Mstep: Class 3 contains 17614 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29663 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11187 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1618 members 
Mstep: Class 12 contains 20790 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 17117 members 
Mstep: Class 17 contains 1669 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20903 members 
Mstep: Class 22 contains 4163 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8411 members 
Mstep: Class 25 contains 13369 members 
Mstep: Class 26 contains 7955 members 
Mstep: Class 27 contains 12900 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7401 members 
Mstep: Class 30 contains 8201 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1983 members 
Mstep: Class 33 contains 3021 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12615 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31413 members 
Mstep: Class 39 contains 1471 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3440 members 
Mstep: Class 42 contains 3630 members 
Mstep: Class 43 contains 25509 members 
Mstep: Class 44 contains 15531 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19014 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1609 members 
Mstep: Class 52 contains 1337 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 12770 members 
Mstep: Class 55 contains 3494 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14638 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1184 members 
Mstep: Class 61 contains 1937 members 
Mstep: Class 62 contains 14976 members 
Mstep: Class 63 contains 19500 members 
Mstep: Class 64 contains 5903 members 
Mstep: Class 65 contains 1353 members 
Mstep: Class 66 contains 1640 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1144 members 
Mstep: Class 69 contains 22227 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 18088 members 
Mstep: Class 72 contains 20436 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2241 members 
Mstep: Class 76 contains 4170 members 
Mstep: Class 77 contains 1220 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943048.000000 Penalty: 172990.062500
Iteration 244Q: 81 clusters Score -8.594305e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 17602 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29665 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11174 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 20790 members 
Mstep: Class 13 contains 8269 members 
Mstep: Class 14 contains 11108 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 17114 members 
Mstep: Class 17 contains 1671 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20902 members 
Mstep: Class 22 contains 4159 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8343 members 
Mstep: Class 25 contains 13367 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 12887 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7401 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1983 members 
Mstep: Class 33 contains 3020 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12613 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1473 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3440 members 
Mstep: Class 42 contains 3626 members 
Mstep: Class 43 contains 25499 members 
Mstep: Class 44 contains 15531 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19023 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1609 members 
Mstep: Class 52 contains 1338 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 12763 members 
Mstep: Class 55 contains 3494 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14641 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1184 members 
Mstep: Class 61 contains 1936 members 
Mstep: Class 62 contains 14975 members 
Mstep: Class 63 contains 19503 members 
Mstep: Class 64 contains 5903 members 
Mstep: Class 65 contains 1353 members 
Mstep: Class 66 contains 1642 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1142 members 
Mstep: Class 69 contains 22261 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 18080 members 
Mstep: Class 72 contains 20438 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2241 members 
Mstep: Class 76 contains 4232 members 
Mstep: Class 77 contains 1220 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943240.000000 Penalty: 172990.062500
Iteration 245Q: 81 clusters Score -8.594324e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 17595 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29666 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11155 members 
Mstep: Class 10 contains 4836 members 
Mstep: Class 11 contains 1621 members 
Mstep: Class 12 contains 20802 members 
Mstep: Class 13 contains 8276 members 
Mstep: Class 14 contains 11105 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 17111 members 
Mstep: Class 17 contains 1676 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20903 members 
Mstep: Class 22 contains 4161 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8271 members 
Mstep: Class 25 contains 13369 members 
Mstep: Class 26 contains 7990 members 
Mstep: Class 27 contains 12871 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7401 members 
Mstep: Class 30 contains 8196 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1983 members 
Mstep: Class 33 contains 3018 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12612 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31413 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3440 members 
Mstep: Class 42 contains 3618 members 
Mstep: Class 43 contains 25474 members 
Mstep: Class 44 contains 15535 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19036 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1610 members 
Mstep: Class 52 contains 1339 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 12757 members 
Mstep: Class 55 contains 3494 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14640 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1184 members 
Mstep: Class 61 contains 1936 members 
Mstep: Class 62 contains 14973 members 
Mstep: Class 63 contains 19508 members 
Mstep: Class 64 contains 5903 members 
Mstep: Class 65 contains 1354 members 
Mstep: Class 66 contains 1643 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1142 members 
Mstep: Class 69 contains 22289 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 18067 members 
Mstep: Class 72 contains 20438 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2241 members 
Mstep: Class 76 contains 4298 members 
Mstep: Class 77 contains 1220 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943104.000000 Penalty: 172990.062500
Iteration 246Q: 81 clusters Score -8.59431e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 17588 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29666 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11137 members 
Mstep: Class 10 contains 4836 members 
Mstep: Class 11 contains 1621 members 
Mstep: Class 12 contains 20806 members 
Mstep: Class 13 contains 8288 members 
Mstep: Class 14 contains 11103 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 17106 members 
Mstep: Class 17 contains 1679 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20903 members 
Mstep: Class 22 contains 4161 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8212 members 
Mstep: Class 25 contains 13364 members 
Mstep: Class 26 contains 8004 members 
Mstep: Class 27 contains 12861 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7401 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3017 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12616 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31416 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3440 members 
Mstep: Class 42 contains 3611 members 
Mstep: Class 43 contains 25454 members 
Mstep: Class 44 contains 15537 members 
Mstep: Class 45 contains 13416 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19045 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 1338 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 12744 members 
Mstep: Class 55 contains 3493 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14639 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1184 members 
Mstep: Class 61 contains 1937 members 
Mstep: Class 62 contains 14973 members 
Mstep: Class 63 contains 19515 members 
Mstep: Class 64 contains 5903 members 
Mstep: Class 65 contains 1353 members 
Mstep: Class 66 contains 1647 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1143 members 
Mstep: Class 69 contains 22319 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 18058 members 
Mstep: Class 72 contains 20438 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2241 members 
Mstep: Class 76 contains 4354 members 
Mstep: Class 77 contains 1221 members 
Mstep: Class 78 contains 329 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943160.000000 Penalty: 172990.062500
Iteration 247Q: 81 clusters Score -8.594316e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1411 members 
Mstep: Class 3 contains 17582 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29666 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11117 members 
Mstep: Class 10 contains 4836 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 20813 members 
Mstep: Class 13 contains 8305 members 
Mstep: Class 14 contains 11101 members 
Mstep: Class 15 contains 5455 members 
Mstep: Class 16 contains 17100 members 
Mstep: Class 17 contains 1679 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20904 members 
Mstep: Class 22 contains 4164 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8167 members 
Mstep: Class 25 contains 13359 members 
Mstep: Class 26 contains 8009 members 
Mstep: Class 27 contains 12848 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7402 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3018 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12618 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31419 members 
Mstep: Class 39 contains 1477 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3440 members 
Mstep: Class 42 contains 3601 members 
Mstep: Class 43 contains 25437 members 
Mstep: Class 44 contains 15535 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19057 members 
Mstep: Class 48 contains 2758 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 1337 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 12731 members 
Mstep: Class 55 contains 3493 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14635 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1939 members 
Mstep: Class 62 contains 14972 members 
Mstep: Class 63 contains 19524 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1353 members 
Mstep: Class 66 contains 1649 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1142 members 
Mstep: Class 69 contains 22352 members 
Mstep: Class 70 contains 14769 members 
Mstep: Class 71 contains 18049 members 
Mstep: Class 72 contains 20439 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4413 members 
Mstep: Class 77 contains 1221 members 
Mstep: Class 78 contains 330 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943328.000000 Penalty: 172990.062500
Iteration 248Q: 81 clusters Score -8.594333e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1411 members 
Mstep: Class 3 contains 17573 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29668 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11098 members 
Mstep: Class 10 contains 4836 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 20821 members 
Mstep: Class 13 contains 8308 members 
Mstep: Class 14 contains 11100 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 17099 members 
Mstep: Class 17 contains 1680 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20901 members 
Mstep: Class 22 contains 4164 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8123 members 
Mstep: Class 25 contains 13355 members 
Mstep: Class 26 contains 8020 members 
Mstep: Class 27 contains 12835 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7403 members 
Mstep: Class 30 contains 8197 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3018 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12620 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31418 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3440 members 
Mstep: Class 42 contains 3594 members 
Mstep: Class 43 contains 25415 members 
Mstep: Class 44 contains 15541 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19063 members 
Mstep: Class 48 contains 2759 members 
Mstep: Class 49 contains 12690 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 1341 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 12722 members 
Mstep: Class 55 contains 3493 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14633 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1939 members 
Mstep: Class 62 contains 14974 members 
Mstep: Class 63 contains 19529 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1353 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22386 members 
Mstep: Class 70 contains 14769 members 
Mstep: Class 71 contains 18039 members 
Mstep: Class 72 contains 20439 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4471 members 
Mstep: Class 77 contains 1221 members 
Mstep: Class 78 contains 330 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943472.000000 Penalty: 172990.062500
Iteration 249Q: 81 clusters Score -8.594347e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1412 members 
Mstep: Class 3 contains 17561 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29669 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11076 members 
Mstep: Class 10 contains 4836 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 20841 members 
Mstep: Class 13 contains 8307 members 
Mstep: Class 14 contains 11099 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 17098 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20896 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8093 members 
Mstep: Class 25 contains 13353 members 
Mstep: Class 26 contains 8027 members 
Mstep: Class 27 contains 12828 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7404 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1983 members 
Mstep: Class 33 contains 3016 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12614 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31417 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3441 members 
Mstep: Class 42 contains 3587 members 
Mstep: Class 43 contains 25384 members 
Mstep: Class 44 contains 15553 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19068 members 
Mstep: Class 48 contains 2759 members 
Mstep: Class 49 contains 12690 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 1339 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 12717 members 
Mstep: Class 55 contains 3493 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14633 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1939 members 
Mstep: Class 62 contains 14974 members 
Mstep: Class 63 contains 19534 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1353 members 
Mstep: Class 66 contains 1645 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22417 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 18029 members 
Mstep: Class 72 contains 20443 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4530 members 
Mstep: Class 77 contains 1221 members 
Mstep: Class 78 contains 330 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943496.000000 Penalty: 172990.062500
Iteration 250Q: 81 clusters Score -8.59435e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1412 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29670 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11060 members 
Mstep: Class 10 contains 4836 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 20870 members 
Mstep: Class 13 contains 8311 members 
Mstep: Class 14 contains 11100 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 17095 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20896 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8058 members 
Mstep: Class 25 contains 13350 members 
Mstep: Class 26 contains 8036 members 
Mstep: Class 27 contains 12825 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7404 members 
Mstep: Class 30 contains 8200 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1983 members 
Mstep: Class 33 contains 3015 members 
Mstep: Class 34 contains 1640 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12606 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31415 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3442 members 
Mstep: Class 42 contains 3572 members 
Mstep: Class 43 contains 25350 members 
Mstep: Class 44 contains 15556 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19073 members 
Mstep: Class 48 contains 2759 members 
Mstep: Class 49 contains 12690 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 1337 members 
Mstep: Class 53 contains 1626 members 
Mstep: Class 54 contains 12710 members 
Mstep: Class 55 contains 3493 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14633 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1939 members 
Mstep: Class 62 contains 14974 members 
Mstep: Class 63 contains 19539 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1354 members 
Mstep: Class 66 contains 1647 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22445 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 18021 members 
Mstep: Class 72 contains 20441 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4587 members 
Mstep: Class 77 contains 1221 members 
Mstep: Class 78 contains 330 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943512.000000 Penalty: 172990.062500
Iteration 251Q: 81 clusters Score -8.594351e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 3 contains 17541 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29672 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11043 members 
Mstep: Class 10 contains 4835 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 20891 members 
Mstep: Class 13 contains 8324 members 
Mstep: Class 14 contains 11100 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 17094 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20894 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8043 members 
Mstep: Class 25 contains 13350 members 
Mstep: Class 26 contains 8043 members 
Mstep: Class 27 contains 12821 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7404 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3016 members 
Mstep: Class 34 contains 1642 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12596 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31413 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3443 members 
Mstep: Class 42 contains 3560 members 
Mstep: Class 43 contains 25342 members 
Mstep: Class 44 contains 15553 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19075 members 
Mstep: Class 48 contains 2759 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 1337 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 12702 members 
Mstep: Class 55 contains 3492 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14634 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1937 members 
Mstep: Class 62 contains 14973 members 
Mstep: Class 63 contains 19545 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1354 members 
Mstep: Class 66 contains 1645 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1142 members 
Mstep: Class 69 contains 22460 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 18012 members 
Mstep: Class 72 contains 20442 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4618 members 
Mstep: Class 77 contains 1221 members 
Mstep: Class 78 contains 330 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943560.000000 Penalty: 172990.062500
Iteration 252Q: 81 clusters Score -8.594356e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 17526 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11029 members 
Mstep: Class 10 contains 4835 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 12 contains 20901 members 
Mstep: Class 13 contains 8332 members 
Mstep: Class 14 contains 11100 members 
Mstep: Class 15 contains 5457 members 
Mstep: Class 16 contains 17091 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20896 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8027 members 
Mstep: Class 25 contains 13348 members 
Mstep: Class 26 contains 8054 members 
Mstep: Class 27 contains 12813 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7404 members 
Mstep: Class 30 contains 8200 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3023 members 
Mstep: Class 34 contains 1642 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12593 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3443 members 
Mstep: Class 42 contains 3547 members 
Mstep: Class 43 contains 25336 members 
Mstep: Class 44 contains 15568 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19077 members 
Mstep: Class 48 contains 2759 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 1337 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 12691 members 
Mstep: Class 55 contains 3491 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14635 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1182 members 
Mstep: Class 61 contains 1936 members 
Mstep: Class 62 contains 14972 members 
Mstep: Class 63 contains 19554 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1354 members 
Mstep: Class 66 contains 1643 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1142 members 
Mstep: Class 69 contains 22470 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 18003 members 
Mstep: Class 72 contains 20439 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2193 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4653 members 
Mstep: Class 77 contains 1221 members 
Mstep: Class 78 contains 330 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943600.000000 Penalty: 172990.062500
Iteration 253Q: 81 clusters Score -8.59436e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1416 members 
Mstep: Class 3 contains 17517 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 11008 members 
Mstep: Class 10 contains 4836 members 
Mstep: Class 11 contains 1630 members 
Mstep: Class 12 contains 20910 members 
Mstep: Class 13 contains 8343 members 
Mstep: Class 14 contains 11100 members 
Mstep: Class 15 contains 5458 members 
Mstep: Class 16 contains 17082 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20898 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8028 members 
Mstep: Class 25 contains 13348 members 
Mstep: Class 26 contains 8057 members 
Mstep: Class 27 contains 12797 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7404 members 
Mstep: Class 30 contains 8200 members 
Mstep: Class 31 contains 3724 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12590 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31409 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3443 members 
Mstep: Class 42 contains 3528 members 
Mstep: Class 43 contains 25332 members 
Mstep: Class 44 contains 15585 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19080 members 
Mstep: Class 48 contains 2760 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 1336 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 12679 members 
Mstep: Class 55 contains 3491 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14637 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1936 members 
Mstep: Class 62 contains 14969 members 
Mstep: Class 63 contains 19564 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1354 members 
Mstep: Class 66 contains 1647 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1142 members 
Mstep: Class 69 contains 22483 members 
Mstep: Class 70 contains 14768 members 
Mstep: Class 71 contains 18000 members 
Mstep: Class 72 contains 20438 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4677 members 
Mstep: Class 77 contains 1221 members 
Mstep: Class 78 contains 330 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943632.000000 Penalty: 172990.062500
Iteration 254Q: 81 clusters Score -8.594363e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1418 members 
Mstep: Class 3 contains 17517 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29672 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10991 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1632 members 
Mstep: Class 12 contains 20930 members 
Mstep: Class 13 contains 8348 members 
Mstep: Class 14 contains 11100 members 
Mstep: Class 15 contains 5458 members 
Mstep: Class 16 contains 17073 members 
Mstep: Class 17 contains 1699 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20899 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8023 members 
Mstep: Class 25 contains 13350 members 
Mstep: Class 26 contains 8067 members 
Mstep: Class 27 contains 12795 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7404 members 
Mstep: Class 30 contains 8200 members 
Mstep: Class 31 contains 3723 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3027 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12586 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31409 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3442 members 
Mstep: Class 42 contains 3510 members 
Mstep: Class 43 contains 25307 members 
Mstep: Class 44 contains 15590 members 
Mstep: Class 45 contains 13419 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19084 members 
Mstep: Class 48 contains 2760 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 1337 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 12663 members 
Mstep: Class 55 contains 3491 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14636 members 
Mstep: Class 58 contains 6117 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1936 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19575 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1355 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1142 members 
Mstep: Class 69 contains 22503 members 
Mstep: Class 70 contains 14768 members 
Mstep: Class 71 contains 17994 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4701 members 
Mstep: Class 77 contains 1221 members 
Mstep: Class 78 contains 330 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943664.000000 Penalty: 172990.062500
Iteration 255Q: 81 clusters Score -8.594366e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1420 members 
Mstep: Class 3 contains 17517 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29669 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10981 members 
Mstep: Class 10 contains 4839 members 
Mstep: Class 11 contains 1633 members 
Mstep: Class 12 contains 20949 members 
Mstep: Class 13 contains 8348 members 
Mstep: Class 14 contains 11100 members 
Mstep: Class 15 contains 5458 members 
Mstep: Class 16 contains 17070 members 
Mstep: Class 17 contains 1702 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20898 members 
Mstep: Class 22 contains 4171 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8015 members 
Mstep: Class 25 contains 13347 members 
Mstep: Class 26 contains 8069 members 
Mstep: Class 27 contains 12782 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7404 members 
Mstep: Class 30 contains 8200 members 
Mstep: Class 31 contains 3720 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3027 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12580 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31409 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3442 members 
Mstep: Class 42 contains 3502 members 
Mstep: Class 43 contains 25286 members 
Mstep: Class 44 contains 15610 members 
Mstep: Class 45 contains 13422 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19088 members 
Mstep: Class 48 contains 2760 members 
Mstep: Class 49 contains 12690 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 1337 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 12652 members 
Mstep: Class 55 contains 3491 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14636 members 
Mstep: Class 58 contains 6118 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1937 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19580 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1355 members 
Mstep: Class 66 contains 1645 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1142 members 
Mstep: Class 69 contains 22521 members 
Mstep: Class 70 contains 14768 members 
Mstep: Class 71 contains 17988 members 
Mstep: Class 72 contains 20436 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4719 members 
Mstep: Class 77 contains 1221 members 
Mstep: Class 78 contains 330 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943736.000000 Penalty: 172990.062500
Iteration 256Q: 81 clusters Score -8.594374e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 17514 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29668 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10967 members 
Mstep: Class 10 contains 4840 members 
Mstep: Class 11 contains 1635 members 
Mstep: Class 12 contains 20960 members 
Mstep: Class 13 contains 8350 members 
Mstep: Class 14 contains 11100 members 
Mstep: Class 15 contains 5458 members 
Mstep: Class 16 contains 17060 members 
Mstep: Class 17 contains 1706 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20896 members 
Mstep: Class 22 contains 4172 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8015 members 
Mstep: Class 25 contains 13347 members 
Mstep: Class 26 contains 8075 members 
Mstep: Class 27 contains 12764 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7404 members 
Mstep: Class 30 contains 8200 members 
Mstep: Class 31 contains 3720 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12578 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31409 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3442 members 
Mstep: Class 42 contains 3497 members 
Mstep: Class 43 contains 25263 members 
Mstep: Class 44 contains 15617 members 
Mstep: Class 45 contains 13423 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19094 members 
Mstep: Class 48 contains 2760 members 
Mstep: Class 49 contains 12690 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 1337 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 12639 members 
Mstep: Class 55 contains 3491 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14636 members 
Mstep: Class 58 contains 6117 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1937 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19590 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1356 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1142 members 
Mstep: Class 69 contains 22554 members 
Mstep: Class 70 contains 14768 members 
Mstep: Class 71 contains 17982 members 
Mstep: Class 72 contains 20436 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4730 members 
Mstep: Class 77 contains 1221 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943728.000000 Penalty: 172990.062500
Iteration 257Q: 81 clusters Score -8.594373e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 17503 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29670 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10954 members 
Mstep: Class 10 contains 4840 members 
Mstep: Class 11 contains 1635 members 
Mstep: Class 12 contains 20964 members 
Mstep: Class 13 contains 8354 members 
Mstep: Class 14 contains 11100 members 
Mstep: Class 15 contains 5458 members 
Mstep: Class 16 contains 17050 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20892 members 
Mstep: Class 22 contains 4172 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8024 members 
Mstep: Class 25 contains 13341 members 
Mstep: Class 26 contains 8080 members 
Mstep: Class 27 contains 12739 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7405 members 
Mstep: Class 30 contains 8200 members 
Mstep: Class 31 contains 3720 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12579 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31409 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3442 members 
Mstep: Class 42 contains 3489 members 
Mstep: Class 43 contains 25238 members 
Mstep: Class 44 contains 15645 members 
Mstep: Class 45 contains 13423 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19098 members 
Mstep: Class 48 contains 2760 members 
Mstep: Class 49 contains 12690 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 1337 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 12626 members 
Mstep: Class 55 contains 3491 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14633 members 
Mstep: Class 58 contains 6117 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1182 members 
Mstep: Class 61 contains 1939 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19593 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1357 members 
Mstep: Class 66 contains 1641 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1142 members 
Mstep: Class 69 contains 22596 members 
Mstep: Class 70 contains 14768 members 
Mstep: Class 71 contains 17984 members 
Mstep: Class 72 contains 20437 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4738 members 
Mstep: Class 77 contains 1221 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943680.000000 Penalty: 172990.062500
Iteration 258Q: 81 clusters Score -8.594368e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 17493 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29671 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10948 members 
Mstep: Class 10 contains 4840 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 20981 members 
Mstep: Class 13 contains 8361 members 
Mstep: Class 14 contains 11100 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17046 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20892 members 
Mstep: Class 22 contains 4172 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8026 members 
Mstep: Class 25 contains 13336 members 
Mstep: Class 26 contains 8080 members 
Mstep: Class 27 contains 12723 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7405 members 
Mstep: Class 30 contains 8200 members 
Mstep: Class 31 contains 3720 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1640 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12579 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31408 members 
Mstep: Class 39 contains 1477 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3442 members 
Mstep: Class 42 contains 3479 members 
Mstep: Class 43 contains 25213 members 
Mstep: Class 44 contains 15662 members 
Mstep: Class 45 contains 13423 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19101 members 
Mstep: Class 48 contains 2760 members 
Mstep: Class 49 contains 12690 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1612 members 
Mstep: Class 52 contains 1337 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 12605 members 
Mstep: Class 55 contains 3491 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14632 members 
Mstep: Class 58 contains 6117 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1180 members 
Mstep: Class 61 contains 1939 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19594 members 
Mstep: Class 64 contains 5901 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1639 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1142 members 
Mstep: Class 69 contains 22632 members 
Mstep: Class 70 contains 14769 members 
Mstep: Class 71 contains 17986 members 
Mstep: Class 72 contains 20436 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4750 members 
Mstep: Class 77 contains 1221 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943776.000000 Penalty: 172990.062500
Iteration 259Q: 81 clusters Score -8.594378e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 17482 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29671 members 
Mstep: Class 6 contains 1491 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10943 members 
Mstep: Class 10 contains 4839 members 
Mstep: Class 11 contains 1637 members 
Mstep: Class 12 contains 21011 members 
Mstep: Class 13 contains 8361 members 
Mstep: Class 14 contains 11100 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20889 members 
Mstep: Class 22 contains 4172 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8023 members 
Mstep: Class 25 contains 13334 members 
Mstep: Class 26 contains 8079 members 
Mstep: Class 27 contains 12710 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7405 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 3720 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1640 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12577 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31408 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3442 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 25188 members 
Mstep: Class 44 contains 15676 members 
Mstep: Class 45 contains 13423 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19103 members 
Mstep: Class 48 contains 2760 members 
Mstep: Class 49 contains 12690 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1337 members 
Mstep: Class 53 contains 1625 members 
Mstep: Class 54 contains 12580 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14632 members 
Mstep: Class 58 contains 6117 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1180 members 
Mstep: Class 61 contains 1939 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19592 members 
Mstep: Class 64 contains 5901 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1640 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22663 members 
Mstep: Class 70 contains 14771 members 
Mstep: Class 71 contains 17990 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4760 members 
Mstep: Class 77 contains 1222 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943880.000000 Penalty: 172990.062500
Iteration 260F: 81 clusters Score -8.594388e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 17471 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29671 members 
Mstep: Class 6 contains 1494 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10935 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1637 members 
Mstep: Class 12 contains 21037 members 
Mstep: Class 13 contains 8368 members 
Mstep: Class 14 contains 11100 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4171 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8027 members 
Mstep: Class 25 contains 13334 members 
Mstep: Class 26 contains 8081 members 
Mstep: Class 27 contains 12701 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7405 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 3720 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12576 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31408 members 
Mstep: Class 39 contains 1477 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3444 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 25178 members 
Mstep: Class 44 contains 15677 members 
Mstep: Class 45 contains 13423 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19108 members 
Mstep: Class 48 contains 2761 members 
Mstep: Class 49 contains 12690 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1336 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12551 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14632 members 
Mstep: Class 58 contains 6117 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1180 members 
Mstep: Class 61 contains 1941 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19591 members 
Mstep: Class 64 contains 5901 members 
Mstep: Class 65 contains 1357 members 
Mstep: Class 66 contains 1639 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22688 members 
Mstep: Class 70 contains 14774 members 
Mstep: Class 71 contains 17985 members 
Mstep: Class 72 contains 20436 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4775 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2270 members 
Mstep: Class 80 contains 15568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943832.000000 Penalty: 172990.062500
Iteration 261Q: 81 clusters Score -8.594383e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29671 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10929 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 21057 members 
Mstep: Class 13 contains 8364 members 
Mstep: Class 14 contains 11099 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8030 members 
Mstep: Class 25 contains 13331 members 
Mstep: Class 26 contains 8085 members 
Mstep: Class 27 contains 12689 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7404 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 3720 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12573 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31409 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3444 members 
Mstep: Class 42 contains 3466 members 
Mstep: Class 43 contains 25174 members 
Mstep: Class 44 contains 15700 members 
Mstep: Class 45 contains 13423 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19113 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12690 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12524 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14633 members 
Mstep: Class 58 contains 6117 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1180 members 
Mstep: Class 61 contains 1941 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19591 members 
Mstep: Class 64 contains 5901 members 
Mstep: Class 65 contains 1357 members 
Mstep: Class 66 contains 1642 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1142 members 
Mstep: Class 69 contains 22712 members 
Mstep: Class 70 contains 14774 members 
Mstep: Class 71 contains 17980 members 
Mstep: Class 72 contains 20436 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4785 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2269 members 
Mstep: Class 80 contains 15562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943704.000000 Penalty: 172990.062500
Iteration 262Q: 81 clusters Score -8.59437e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29671 members 
Mstep: Class 6 contains 1502 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10928 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1637 members 
Mstep: Class 12 contains 21078 members 
Mstep: Class 13 contains 8359 members 
Mstep: Class 14 contains 11098 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8030 members 
Mstep: Class 25 contains 13329 members 
Mstep: Class 26 contains 8080 members 
Mstep: Class 27 contains 12676 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7405 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 3720 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3036 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12569 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1473 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3444 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 25158 members 
Mstep: Class 44 contains 15724 members 
Mstep: Class 45 contains 13421 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19120 members 
Mstep: Class 48 contains 2763 members 
Mstep: Class 49 contains 12690 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12504 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14632 members 
Mstep: Class 58 contains 6117 members 
Mstep: Class 59 contains 4722 members 
Mstep: Class 60 contains 1179 members 
Mstep: Class 61 contains 1941 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19587 members 
Mstep: Class 64 contains 5900 members 
Mstep: Class 65 contains 1357 members 
Mstep: Class 66 contains 1642 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1142 members 
Mstep: Class 69 contains 22743 members 
Mstep: Class 70 contains 14774 members 
Mstep: Class 71 contains 17978 members 
Mstep: Class 72 contains 20436 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4796 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2267 members 
Mstep: Class 80 contains 15558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943832.000000 Penalty: 172990.062500
Iteration 263Q: 81 clusters Score -8.594383e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 17407 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29672 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10925 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1637 members 
Mstep: Class 12 contains 21100 members 
Mstep: Class 13 contains 8356 members 
Mstep: Class 14 contains 11099 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8031 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 8084 members 
Mstep: Class 27 contains 12676 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7405 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 3720 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12560 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1469 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3444 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 25160 members 
Mstep: Class 44 contains 15742 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19122 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12690 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12480 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14633 members 
Mstep: Class 58 contains 6117 members 
Mstep: Class 59 contains 4722 members 
Mstep: Class 60 contains 1179 members 
Mstep: Class 61 contains 1941 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19586 members 
Mstep: Class 64 contains 5899 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1640 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1142 members 
Mstep: Class 69 contains 22764 members 
Mstep: Class 70 contains 14775 members 
Mstep: Class 71 contains 17975 members 
Mstep: Class 72 contains 20436 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4809 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2267 members 
Mstep: Class 80 contains 15550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943776.000000 Penalty: 172990.062500
Iteration 264Q: 81 clusters Score -8.594378e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 17377 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10921 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1635 members 
Mstep: Class 12 contains 21128 members 
Mstep: Class 13 contains 8352 members 
Mstep: Class 14 contains 11098 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8032 members 
Mstep: Class 25 contains 13329 members 
Mstep: Class 26 contains 8085 members 
Mstep: Class 27 contains 12669 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7405 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 3720 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12548 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31409 members 
Mstep: Class 39 contains 1469 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3444 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 25171 members 
Mstep: Class 44 contains 15758 members 
Mstep: Class 45 contains 13419 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19127 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12690 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1334 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12462 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14632 members 
Mstep: Class 58 contains 6117 members 
Mstep: Class 59 contains 4722 members 
Mstep: Class 60 contains 1179 members 
Mstep: Class 61 contains 1942 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19586 members 
Mstep: Class 64 contains 5899 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1641 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1143 members 
Mstep: Class 69 contains 22778 members 
Mstep: Class 70 contains 14775 members 
Mstep: Class 71 contains 17970 members 
Mstep: Class 72 contains 20436 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4819 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2266 members 
Mstep: Class 80 contains 15543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943752.000000 Penalty: 172990.062500
Iteration 265Q: 81 clusters Score -8.594375e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 17351 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1504 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10917 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1637 members 
Mstep: Class 12 contains 21150 members 
Mstep: Class 13 contains 8350 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8039 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 8084 members 
Mstep: Class 27 contains 12655 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7405 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12542 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1471 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3444 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 25183 members 
Mstep: Class 44 contains 15774 members 
Mstep: Class 45 contains 13419 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19129 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1334 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12444 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14633 members 
Mstep: Class 58 contains 6117 members 
Mstep: Class 59 contains 4722 members 
Mstep: Class 60 contains 1179 members 
Mstep: Class 61 contains 1942 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19582 members 
Mstep: Class 64 contains 5899 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1641 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1143 members 
Mstep: Class 69 contains 22793 members 
Mstep: Class 70 contains 14775 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20436 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4818 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2267 members 
Mstep: Class 80 contains 15544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943728.000000 Penalty: 172990.062500
Iteration 266Q: 81 clusters Score -8.594373e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 17328 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1502 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10914 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 21160 members 
Mstep: Class 13 contains 8352 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8041 members 
Mstep: Class 25 contains 13326 members 
Mstep: Class 26 contains 8084 members 
Mstep: Class 27 contains 12650 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7404 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3032 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12532 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1473 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3444 members 
Mstep: Class 42 contains 3464 members 
Mstep: Class 43 contains 25194 members 
Mstep: Class 44 contains 15792 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19134 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12430 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14632 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4722 members 
Mstep: Class 60 contains 1179 members 
Mstep: Class 61 contains 1942 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19583 members 
Mstep: Class 64 contains 5898 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1642 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22806 members 
Mstep: Class 70 contains 14775 members 
Mstep: Class 71 contains 17966 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4820 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2268 members 
Mstep: Class 80 contains 15543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943888.000000 Penalty: 172990.062500
Iteration 267Q: 81 clusters Score -8.594389e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 17310 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10911 members 
Mstep: Class 10 contains 4835 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 21179 members 
Mstep: Class 13 contains 8350 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8043 members 
Mstep: Class 25 contains 13329 members 
Mstep: Class 26 contains 8083 members 
Mstep: Class 27 contains 12634 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7405 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12528 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3444 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 25203 members 
Mstep: Class 44 contains 15809 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 19135 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12411 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14630 members 
Mstep: Class 58 contains 6116 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1943 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19580 members 
Mstep: Class 64 contains 5898 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22819 members 
Mstep: Class 70 contains 14774 members 
Mstep: Class 71 contains 17970 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4824 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2269 members 
Mstep: Class 80 contains 15539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943872.000000 Penalty: 172990.062500
Iteration 268Q: 81 clusters Score -8.594387e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 17290 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10909 members 
Mstep: Class 10 contains 4835 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 21203 members 
Mstep: Class 13 contains 8350 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8044 members 
Mstep: Class 25 contains 13328 members 
Mstep: Class 26 contains 8084 members 
Mstep: Class 27 contains 12617 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12519 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 25213 members 
Mstep: Class 44 contains 15826 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19137 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12393 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6115 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1942 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19580 members 
Mstep: Class 64 contains 5898 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22830 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17970 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4825 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2268 members 
Mstep: Class 80 contains 15538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943880.000000 Penalty: 172990.062500
Iteration 269Q: 81 clusters Score -8.594388e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 17275 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10909 members 
Mstep: Class 10 contains 4836 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 21217 members 
Mstep: Class 13 contains 8348 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8042 members 
Mstep: Class 25 contains 13328 members 
Mstep: Class 26 contains 8084 members 
Mstep: Class 27 contains 12609 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12510 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3447 members 
Mstep: Class 42 contains 3467 members 
Mstep: Class 43 contains 25227 members 
Mstep: Class 44 contains 15843 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12380 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6112 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1944 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19581 members 
Mstep: Class 64 contains 5898 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22833 members 
Mstep: Class 70 contains 14771 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4828 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2267 members 
Mstep: Class 80 contains 15537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943848.000000 Penalty: 172990.062500
Iteration 270Q: 81 clusters Score -8.594385e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 17261 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1500 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10909 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 21228 members 
Mstep: Class 13 contains 8347 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 1860 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20887 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8040 members 
Mstep: Class 25 contains 13330 members 
Mstep: Class 26 contains 8084 members 
Mstep: Class 27 contains 12595 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12505 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3467 members 
Mstep: Class 43 contains 25232 members 
Mstep: Class 44 contains 15855 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19137 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12370 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1945 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19581 members 
Mstep: Class 64 contains 5898 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22847 members 
Mstep: Class 70 contains 14771 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4831 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2267 members 
Mstep: Class 80 contains 15537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943688.000000 Penalty: 172990.062500
Iteration 271Q: 81 clusters Score -8.594369e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 17254 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10908 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1638 members 
Mstep: Class 12 contains 21244 members 
Mstep: Class 13 contains 8344 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8040 members 
Mstep: Class 25 contains 13331 members 
Mstep: Class 26 contains 8083 members 
Mstep: Class 27 contains 12586 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12500 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3466 members 
Mstep: Class 43 contains 25207 members 
Mstep: Class 44 contains 15879 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19138 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12352 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1945 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19582 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22872 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17966 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4831 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2267 members 
Mstep: Class 80 contains 15538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943800.000000 Penalty: 172990.062500
Iteration 272Q: 81 clusters Score -8.59438e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 17247 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10908 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1637 members 
Mstep: Class 12 contains 21270 members 
Mstep: Class 13 contains 8342 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 3891 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8039 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 8083 members 
Mstep: Class 27 contains 12577 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12490 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 25196 members 
Mstep: Class 44 contains 15901 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19138 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12333 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4720 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1945 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19580 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22880 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4835 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2267 members 
Mstep: Class 80 contains 15536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943808.000000 Penalty: 172990.062500
Iteration 273Q: 81 clusters Score -8.594381e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 17229 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1498 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10906 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 21290 members 
Mstep: Class 13 contains 8340 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8038 members 
Mstep: Class 25 contains 13332 members 
Mstep: Class 26 contains 8084 members 
Mstep: Class 27 contains 12563 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12485 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3467 members 
Mstep: Class 43 contains 25189 members 
Mstep: Class 44 contains 15923 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12319 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1946 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22898 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4837 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2266 members 
Mstep: Class 80 contains 15537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943848.000000 Penalty: 172990.062500
Iteration 274Q: 81 clusters Score -8.594385e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 17220 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10905 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1635 members 
Mstep: Class 12 contains 21306 members 
Mstep: Class 13 contains 8342 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 3891 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8035 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 8085 members 
Mstep: Class 27 contains 12550 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12474 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 25189 members 
Mstep: Class 44 contains 15929 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12310 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4721 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1946 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1647 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22914 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4838 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2266 members 
Mstep: Class 80 contains 15538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943872.000000 Penalty: 172990.062500
Iteration 275Q: 81 clusters Score -8.594387e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 17201 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10905 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1635 members 
Mstep: Class 12 contains 21327 members 
Mstep: Class 13 contains 8345 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8032 members 
Mstep: Class 25 contains 13332 members 
Mstep: Class 26 contains 8085 members 
Mstep: Class 27 contains 12542 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12466 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 25188 members 
Mstep: Class 44 contains 15936 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12295 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4720 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1946 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22936 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4841 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2268 members 
Mstep: Class 80 contains 15539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943944.000000 Penalty: 172990.062500
Iteration 276Q: 81 clusters Score -8.594394e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 17187 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10905 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1634 members 
Mstep: Class 12 contains 21343 members 
Mstep: Class 13 contains 8344 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8031 members 
Mstep: Class 25 contains 13332 members 
Mstep: Class 26 contains 8086 members 
Mstep: Class 27 contains 12539 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12460 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 25186 members 
Mstep: Class 44 contains 15936 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12280 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1947 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22960 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4844 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943896.000000 Penalty: 172990.062500
Iteration 277Q: 81 clusters Score -8.59439e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 17172 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10904 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1634 members 
Mstep: Class 12 contains 21354 members 
Mstep: Class 13 contains 8344 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8028 members 
Mstep: Class 25 contains 13331 members 
Mstep: Class 26 contains 8084 members 
Mstep: Class 27 contains 12531 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12454 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 25180 members 
Mstep: Class 44 contains 15938 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12269 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1948 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 22995 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4845 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943848.000000 Penalty: 172990.062500
Iteration 278Q: 81 clusters Score -8.594385e+07 nChanged 151
Entering ConstructFrom: 
Score: -85943848.000000 Penalty: 172990.062500
Entering ConstructFrom: 
Trying to split cluster 1 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -195563.359375 Penalty: 1204.181396
	Iteration 0F: 2 clusters Score -195563.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -193759.281250 Penalty: 2408.362793
	Iteration 0F: 3 clusters Score -193759.3 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -194304.937500 Penalty: 2408.362793
	Iteration 1F: 3 clusters Score -194304.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -194468.531250 Penalty: 2408.362793
	Iteration 2F: 3 clusters Score -194468.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -194553.531250 Penalty: 2408.362793
	Iteration 3F: 3 clusters Score -194553.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -194654.375000 Penalty: 2408.362793
	Iteration 4Q: 3 clusters Score -194654.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -194748.343750 Penalty: 2408.362793
	Iteration 5F: 3 clusters Score -194748.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -194835.921875 Penalty: 2408.362793
	Iteration 6Q: 3 clusters Score -194835.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -194917.843750 Penalty: 2408.362793
	Iteration 7Q: 3 clusters Score -194917.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -195023.781250 Penalty: 2408.362793
	Iteration 8Q: 3 clusters Score -195023.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -195161.234375 Penalty: 2408.362793
	Iteration 9Q: 3 clusters Score -195161.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -195359.156250 Penalty: 2408.362793
	Iteration 10F: 3 clusters Score -195359.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -195551.843750 Penalty: 2408.362793
	Iteration 11F: 3 clusters Score -195551.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -195703.062500 Penalty: 2408.362793
	Iteration 12Q: 3 clusters Score -195703.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -195778.109375 Penalty: 2408.362793
	Iteration 13Q: 3 clusters Score -195778.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -195819.328125 Penalty: 2408.362793
	Iteration 14Q: 3 clusters Score -195819.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -195842.203125 Penalty: 2408.362793
	Iteration 15Q: 3 clusters Score -195842.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -195855.125000 Penalty: 2408.362793
	Iteration 16Q: 3 clusters Score -195855.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -195872.968750 Penalty: 2408.362793
	Iteration 17Q: 3 clusters Score -195873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -195885.453125 Penalty: 2408.362793
	Iteration 18Q: 3 clusters Score -195885.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -195895.484375 Penalty: 2408.362793
	Iteration 19Q: 3 clusters Score -195895.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -195897.703125 Penalty: 2408.362793
	Iteration 20F: 3 clusters Score -195897.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -195899.296875 Penalty: 2408.362793
	Iteration 21Q: 3 clusters Score -195899.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -195899.718750 Penalty: 2408.362793
	Iteration 22Q: 3 clusters Score -195899.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -195899.718750 Penalty: 2408.362793
	Iteration 23F: 3 clusters Score -195899.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 17159 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10904 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1635 members 
Mstep: Class 12 contains 21354 members 
Mstep: Class 13 contains 8343 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8027 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 8081 members 
Mstep: Class 27 contains 12533 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12444 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 25171 members 
Mstep: Class 44 contains 15946 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12256 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1948 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23029 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4846 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15540 members 
Mstep: Class 81 contains 947 members 
Entering Unmasked Estep 
Score: -85942944.000000 Penalty: 175152.437500
Splitting cluster 1 changes total score from -85943848.000000 to -85942944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -182471.234375 Penalty: 1180.972900
	Iteration 0F: 2 clusters Score -182471.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -180765.406250 Penalty: 2361.945801
	Iteration 0F: 3 clusters Score -180765.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -181294.156250 Penalty: 2361.945801
	Iteration 1F: 3 clusters Score -181294.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -181484.140625 Penalty: 2361.945801
	Iteration 2F: 3 clusters Score -181484.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -181598.125000 Penalty: 2361.945801
	Iteration 3F: 3 clusters Score -181598.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -181683.046875 Penalty: 2361.945801
	Iteration 4Q: 3 clusters Score -181683 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -181723.437500 Penalty: 2361.945801
	Iteration 5Q: 3 clusters Score -181723.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -181745.531250 Penalty: 2361.945801
	Iteration 6Q: 3 clusters Score -181745.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -181757.546875 Penalty: 2361.945801
	Iteration 7Q: 3 clusters Score -181757.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -181767.421875 Penalty: 2361.945801
	Iteration 8Q: 3 clusters Score -181767.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -181773.078125 Penalty: 2361.945801
	Iteration 9Q: 3 clusters Score -181773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -181773.765625 Penalty: 2361.945801
	Iteration 10Q: 3 clusters Score -181773.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -181774.218750 Penalty: 2361.945801
	Iteration 11Q: 3 clusters Score -181774.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -181777.531250 Penalty: 2361.945801
	Iteration 12Q: 3 clusters Score -181777.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -181778.531250 Penalty: 2361.945801
	Iteration 13Q: 3 clusters Score -181778.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -181778.531250 Penalty: 2361.945801
	Iteration 14F: 3 clusters Score -181778.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Entering Unmasked Estep 
Score: -2598871.500000 Penalty: 1584.420288
	Iteration 0F: 2 clusters Score -2598872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2587442.000000 Penalty: 3168.840576
	Iteration 0F: 3 clusters Score -2587442 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2591586.750000 Penalty: 3168.840576
	Iteration 1F: 3 clusters Score -2591587 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2591955.250000 Penalty: 3168.840576
	Iteration 2F: 3 clusters Score -2591955 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2592282.000000 Penalty: 3168.840576
	Iteration 3Q: 3 clusters Score -2592282 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2592527.500000 Penalty: 3168.840576
	Iteration 4Q: 3 clusters Score -2592528 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2592764.750000 Penalty: 3168.840576
	Iteration 5Q: 3 clusters Score -2592765 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2593002.750000 Penalty: 3168.840576
	Iteration 6Q: 3 clusters Score -2593003 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2593264.000000 Penalty: 3168.840576
	Iteration 7Q: 3 clusters Score -2593264 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2593509.750000 Penalty: 3168.840576
	Iteration 8Q: 3 clusters Score -2593510 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2593768.250000 Penalty: 3168.840576
	Iteration 9Q: 3 clusters Score -2593768 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2594037.000000 Penalty: 3168.840576
	Iteration 10Q: 3 clusters Score -2594037 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2594298.500000 Penalty: 3168.840576
	Iteration 11Q: 3 clusters Score -2594298 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2594595.750000 Penalty: 3168.840576
	Iteration 12Q: 3 clusters Score -2594596 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2594862.500000 Penalty: 3168.840576
	Iteration 13Q: 3 clusters Score -2594862 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2595066.500000 Penalty: 3168.840576
	Iteration 14Q: 3 clusters Score -2595066 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2595264.250000 Penalty: 3168.840576
	Iteration 15Q: 3 clusters Score -2595264 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2595439.750000 Penalty: 3168.840576
	Iteration 16Q: 3 clusters Score -2595440 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2595593.500000 Penalty: 3168.840576
	Iteration 17Q: 3 clusters Score -2595594 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2595746.000000 Penalty: 3168.840576
	Iteration 18Q: 3 clusters Score -2595746 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2595882.250000 Penalty: 3168.840576
	Iteration 19Q: 3 clusters Score -2595882 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2596002.250000 Penalty: 3168.840576
	Iteration 20F: 3 clusters Score -2596002 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2596146.500000 Penalty: 3168.840576
	Iteration 21Q: 3 clusters Score -2596146 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2596290.500000 Penalty: 3168.840576
	Iteration 22Q: 3 clusters Score -2596290 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2596426.500000 Penalty: 3168.840576
	Iteration 23Q: 3 clusters Score -2596426 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2596566.750000 Penalty: 3168.840576
	Iteration 24Q: 3 clusters Score -2596567 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2596686.250000 Penalty: 3168.840576
	Iteration 25Q: 3 clusters Score -2596686 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2596799.250000 Penalty: 3168.840576
	Iteration 26Q: 3 clusters Score -2596799 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2596906.500000 Penalty: 3168.840576
	Iteration 27Q: 3 clusters Score -2596906 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2596979.750000 Penalty: 3168.840576
	Iteration 28Q: 3 clusters Score -2596980 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2597058.000000 Penalty: 3168.840576
	Iteration 29Q: 3 clusters Score -2597058 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2597160.250000 Penalty: 3168.840576
	Iteration 30Q: 3 clusters Score -2597160 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2597211.000000 Penalty: 3168.840576
	Iteration 31Q: 3 clusters Score -2597211 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2597247.750000 Penalty: 3168.840576
	Iteration 32Q: 3 clusters Score -2597248 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2597286.250000 Penalty: 3168.840576
	Iteration 33Q: 3 clusters Score -2597286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2597314.750000 Penalty: 3168.840576
	Iteration 34Q: 3 clusters Score -2597315 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2597348.750000 Penalty: 3168.840576
	Iteration 35Q: 3 clusters Score -2597349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2597370.000000 Penalty: 3168.840576
	Iteration 36Q: 3 clusters Score -2597370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2597388.750000 Penalty: 3168.840576
	Iteration 37Q: 3 clusters Score -2597389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2597400.250000 Penalty: 3168.840576
	Iteration 38Q: 3 clusters Score -2597400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2597404.750000 Penalty: 3168.840576
	Iteration 39Q: 3 clusters Score -2597405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2597408.750000 Penalty: 3168.840576
	Iteration 40F: 3 clusters Score -2597409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2597407.250000 Penalty: 3168.840576
	Iteration 41Q: 3 clusters Score -2597407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2597408.250000 Penalty: 3168.840576
	Iteration 42Q: 3 clusters Score -2597408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2597413.000000 Penalty: 3168.840576
	Iteration 43Q: 3 clusters Score -2597413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2597414.500000 Penalty: 3168.840576
	Iteration 44Q: 3 clusters Score -2597414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2597418.000000 Penalty: 3168.840576
	Iteration 45Q: 3 clusters Score -2597418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2597419.500000 Penalty: 3168.840576
	Iteration 46Q: 3 clusters Score -2597420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2597420.500000 Penalty: 3168.840576
	Iteration 47Q: 3 clusters Score -2597420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2597419.750000 Penalty: 3168.840576
	Iteration 48Q: 3 clusters Score -2597420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2597419.500000 Penalty: 3168.840576
	Iteration 49Q: 3 clusters Score -2597420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2597421.750000 Penalty: 3168.840576
	Iteration 50Q: 3 clusters Score -2597422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2597421.750000 Penalty: 3168.840576
	Iteration 51F: 3 clusters Score -2597422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -147443.421875 Penalty: 1156.017822
	Iteration 0F: 2 clusters Score -147443.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -145904.265625 Penalty: 2312.035645
	Iteration 0F: 3 clusters Score -145904.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -146210.625000 Penalty: 2312.035645
	Iteration 1F: 3 clusters Score -146210.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -146296.125000 Penalty: 2312.035645
	Iteration 2F: 3 clusters Score -146296.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -146383.656250 Penalty: 2312.035645
	Iteration 3Q: 3 clusters Score -146383.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -146474.921875 Penalty: 2312.035645
	Iteration 4F: 3 clusters Score -146474.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -146537.187500 Penalty: 2312.035645
	Iteration 5Q: 3 clusters Score -146537.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -146592.687500 Penalty: 2312.035645
	Iteration 6Q: 3 clusters Score -146592.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -146622.046875 Penalty: 2312.035645
	Iteration 7Q: 3 clusters Score -146622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -146644.203125 Penalty: 2312.035645
	Iteration 8Q: 3 clusters Score -146644.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -146678.609375 Penalty: 2312.035645
	Iteration 9Q: 3 clusters Score -146678.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -146704.140625 Penalty: 2312.035645
	Iteration 10Q: 3 clusters Score -146704.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -146717.562500 Penalty: 2312.035645
	Iteration 11Q: 3 clusters Score -146717.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -146734.843750 Penalty: 2312.035645
	Iteration 12Q: 3 clusters Score -146734.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -146754.765625 Penalty: 2312.035645
	Iteration 13Q: 3 clusters Score -146754.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -146776.062500 Penalty: 2312.035645
	Iteration 14Q: 3 clusters Score -146776.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -146796.140625 Penalty: 2312.035645
	Iteration 15Q: 3 clusters Score -146796.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -146829.593750 Penalty: 2312.035645
	Iteration 16Q: 3 clusters Score -146829.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -146847.000000 Penalty: 2312.035645
	Iteration 17Q: 3 clusters Score -146847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -146864.296875 Penalty: 2312.035645
	Iteration 18Q: 3 clusters Score -146864.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -146876.718750 Penalty: 2312.035645
	Iteration 19Q: 3 clusters Score -146876.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -146892.359375 Penalty: 2312.035645
	Iteration 20F: 3 clusters Score -146892.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -146907.703125 Penalty: 2312.035645
	Iteration 21Q: 3 clusters Score -146907.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -146919.140625 Penalty: 2312.035645
	Iteration 22Q: 3 clusters Score -146919.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -146932.796875 Penalty: 2312.035645
	Iteration 23Q: 3 clusters Score -146932.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -146955.218750 Penalty: 2312.035645
	Iteration 24Q: 3 clusters Score -146955.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -147000.593750 Penalty: 2312.035645
	Iteration 25Q: 3 clusters Score -147000.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -147058.171875 Penalty: 2312.035645
	Iteration 26Q: 3 clusters Score -147058.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -147087.781250 Penalty: 2312.035645
	Iteration 27Q: 3 clusters Score -147087.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -147122.093750 Penalty: 2312.035645
	Iteration 28Q: 3 clusters Score -147122.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -147153.546875 Penalty: 2312.035645
	Iteration 29Q: 3 clusters Score -147153.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -147187.406250 Penalty: 2312.035645
	Iteration 30Q: 3 clusters Score -147187.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -147212.671875 Penalty: 2312.035645
	Iteration 31Q: 3 clusters Score -147212.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -147234.359375 Penalty: 2312.035645
	Iteration 32Q: 3 clusters Score -147234.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -147251.828125 Penalty: 2312.035645
	Iteration 33Q: 3 clusters Score -147251.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -147275.046875 Penalty: 2312.035645
	Iteration 34Q: 3 clusters Score -147275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -147279.640625 Penalty: 2312.035645
	Iteration 35Q: 3 clusters Score -147279.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -147284.078125 Penalty: 2312.035645
	Iteration 36Q: 3 clusters Score -147284.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -147286.671875 Penalty: 2312.035645
	Iteration 37Q: 3 clusters Score -147286.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -147299.437500 Penalty: 2312.035645
	Iteration 38F: 3 clusters Score -147299.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -147318.406250 Penalty: 2312.035645
	Iteration 39Q: 3 clusters Score -147318.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -147324.890625 Penalty: 2312.035645
	Iteration 40F: 3 clusters Score -147324.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -147332.578125 Penalty: 2312.035645
	Iteration 41Q: 3 clusters Score -147332.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -147344.890625 Penalty: 2312.035645
	Iteration 42Q: 3 clusters Score -147344.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -147377.359375 Penalty: 2312.035645
	Iteration 43Q: 3 clusters Score -147377.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -147393.375000 Penalty: 2312.035645
	Iteration 44Q: 3 clusters Score -147393.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -147400.984375 Penalty: 2312.035645
	Iteration 45Q: 3 clusters Score -147401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -147402.859375 Penalty: 2312.035645
	Iteration 46Q: 3 clusters Score -147402.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -147404.375000 Penalty: 2312.035645
	Iteration 47Q: 3 clusters Score -147404.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -147404.375000 Penalty: 2312.035645
	Iteration 48F: 3 clusters Score -147404.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Entering Unmasked Estep 
Score: -4524351.500000 Penalty: 1673.423828
	Iteration 0F: 2 clusters Score -4524352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -4507333.500000 Penalty: 3346.847656
	Iteration 0F: 3 clusters Score -4507334 nChanged 13741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -4515090.500000 Penalty: 3346.847656
	Iteration 1F: 3 clusters Score -4515090 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -4515564.500000 Penalty: 3346.847656
	Iteration 2F: 3 clusters Score -4515564 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -4516031.500000 Penalty: 3346.847656
	Iteration 3Q: 3 clusters Score -4516032 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -4516575.500000 Penalty: 3346.847656
	Iteration 4Q: 3 clusters Score -4516576 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -4517141.000000 Penalty: 3346.847656
	Iteration 5F: 3 clusters Score -4517141 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -4517783.000000 Penalty: 3346.847656
	Iteration 6F: 3 clusters Score -4517783 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -4518503.000000 Penalty: 3346.847656
	Iteration 7F: 3 clusters Score -4518503 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -4519039.000000 Penalty: 3346.847656
	Iteration 8F: 3 clusters Score -4519039 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -4519412.500000 Penalty: 3346.847656
	Iteration 9Q: 3 clusters Score -4519412 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -4519655.500000 Penalty: 3346.847656
	Iteration 10Q: 3 clusters Score -4519656 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -4519831.000000 Penalty: 3346.847656
	Iteration 11Q: 3 clusters Score -4519831 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -4519974.500000 Penalty: 3346.847656
	Iteration 12Q: 3 clusters Score -4519974 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -4520059.000000 Penalty: 3346.847656
	Iteration 13Q: 3 clusters Score -4520059 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -4520107.500000 Penalty: 3346.847656
	Iteration 14Q: 3 clusters Score -4520108 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -4520120.500000 Penalty: 3346.847656
	Iteration 15Q: 3 clusters Score -4520120 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -4520167.000000 Penalty: 3346.847656
	Iteration 16Q: 3 clusters Score -4520167 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -4520225.500000 Penalty: 3346.847656
	Iteration 17Q: 3 clusters Score -4520226 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -4520258.500000 Penalty: 3346.847656
	Iteration 18Q: 3 clusters Score -4520258 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -4520271.000000 Penalty: 3346.847656
	Iteration 19Q: 3 clusters Score -4520271 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -4520267.500000 Penalty: 3346.847656
	Iteration 20F: 3 clusters Score -4520268 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -4520264.000000 Penalty: 3346.847656
	Iteration 21Q: 3 clusters Score -4520264 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -4520270.500000 Penalty: 3346.847656
	Iteration 22Q: 3 clusters Score -4520270 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -4520268.000000 Penalty: 3346.847656
	Iteration 23Q: 3 clusters Score -4520268 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -4520261.500000 Penalty: 3346.847656
	Iteration 24Q: 3 clusters Score -4520262 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -4520258.500000 Penalty: 3346.847656
	Iteration 25Q: 3 clusters Score -4520258 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -4520245.500000 Penalty: 3346.847656
	Iteration 26Q: 3 clusters Score -4520246 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -4520248.500000 Penalty: 3346.847656
	Iteration 27Q: 3 clusters Score -4520248 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -4520227.500000 Penalty: 3346.847656
	Iteration 28Q: 3 clusters Score -4520228 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -4520191.500000 Penalty: 3346.847656
	Iteration 29Q: 3 clusters Score -4520192 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -4520154.500000 Penalty: 3346.847656
	Iteration 30Q: 3 clusters Score -4520154 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -4520168.500000 Penalty: 3346.847656
	Iteration 31Q: 3 clusters Score -4520168 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -4520182.000000 Penalty: 3346.847656
	Iteration 32Q: 3 clusters Score -4520182 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -4520194.500000 Penalty: 3346.847656
	Iteration 33Q: 3 clusters Score -4520194 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -4520213.500000 Penalty: 3346.847656
	Iteration 34Q: 3 clusters Score -4520214 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -4520206.000000 Penalty: 3346.847656
	Iteration 35Q: 3 clusters Score -4520206 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -4520243.500000 Penalty: 3346.847656
	Iteration 36Q: 3 clusters Score -4520244 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -4520252.000000 Penalty: 3346.847656
	Iteration 37Q: 3 clusters Score -4520252 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -4520269.500000 Penalty: 3346.847656
	Iteration 38Q: 3 clusters Score -4520270 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -4520272.000000 Penalty: 3346.847656
	Iteration 39Q: 3 clusters Score -4520272 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -4520296.000000 Penalty: 3346.847656
	Iteration 40F: 3 clusters Score -4520296 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -4520338.000000 Penalty: 3346.847656
	Iteration 41Q: 3 clusters Score -4520338 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -4520373.500000 Penalty: 3346.847656
	Iteration 42Q: 3 clusters Score -4520374 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -4520395.500000 Penalty: 3346.847656
	Iteration 43Q: 3 clusters Score -4520396 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -4520443.000000 Penalty: 3346.847656
	Iteration 44Q: 3 clusters Score -4520443 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -4520454.500000 Penalty: 3346.847656
	Iteration 45Q: 3 clusters Score -4520454 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -4520480.500000 Penalty: 3346.847656
	Iteration 46Q: 3 clusters Score -4520480 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -4520500.500000 Penalty: 3346.847656
	Iteration 47Q: 3 clusters Score -4520500 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -4520519.000000 Penalty: 3346.847656
	Iteration 48Q: 3 clusters Score -4520519 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -4520557.000000 Penalty: 3346.847656
	Iteration 49Q: 3 clusters Score -4520557 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -4520597.500000 Penalty: 3346.847656
	Iteration 50Q: 3 clusters Score -4520598 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -4520606.500000 Penalty: 3346.847656
	Iteration 51Q: 3 clusters Score -4520606 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -4520630.000000 Penalty: 3346.847656
	Iteration 52Q: 3 clusters Score -4520630 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -4520662.000000 Penalty: 3346.847656
	Iteration 53Q: 3 clusters Score -4520662 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -4520679.500000 Penalty: 3346.847656
	Iteration 54Q: 3 clusters Score -4520680 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -4520711.500000 Penalty: 3346.847656
	Iteration 55Q: 3 clusters Score -4520712 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -4520742.500000 Penalty: 3346.847656
	Iteration 56Q: 3 clusters Score -4520742 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -4520781.000000 Penalty: 3346.847656
	Iteration 57Q: 3 clusters Score -4520781 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -4520797.000000 Penalty: 3346.847656
	Iteration 58Q: 3 clusters Score -4520797 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -4520843.000000 Penalty: 3346.847656
	Iteration 59Q: 3 clusters Score -4520843 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -4520862.500000 Penalty: 3346.847656
	Iteration 60F: 3 clusters Score -4520862 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -4520889.000000 Penalty: 3346.847656
	Iteration 61Q: 3 clusters Score -4520889 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -4520890.500000 Penalty: 3346.847656
	Iteration 62Q: 3 clusters Score -4520890 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -4520918.500000 Penalty: 3346.847656
	Iteration 63Q: 3 clusters Score -4520918 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -4520920.500000 Penalty: 3346.847656
	Iteration 64Q: 3 clusters Score -4520920 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -4520935.500000 Penalty: 3346.847656
	Iteration 65Q: 3 clusters Score -4520936 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -4520934.000000 Penalty: 3346.847656
	Iteration 66Q: 3 clusters Score -4520934 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -4520952.500000 Penalty: 3346.847656
	Iteration 67Q: 3 clusters Score -4520952 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -4520967.000000 Penalty: 3346.847656
	Iteration 68Q: 3 clusters Score -4520967 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -4520988.500000 Penalty: 3346.847656
	Iteration 69Q: 3 clusters Score -4520988 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -4521004.000000 Penalty: 3346.847656
	Iteration 70Q: 3 clusters Score -4521004 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -4521003.500000 Penalty: 3346.847656
	Iteration 71Q: 3 clusters Score -4521004 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -4521024.000000 Penalty: 3346.847656
	Iteration 72Q: 3 clusters Score -4521024 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -4521032.500000 Penalty: 3346.847656
	Iteration 73Q: 3 clusters Score -4521032 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -4521057.000000 Penalty: 3346.847656
	Iteration 74Q: 3 clusters Score -4521057 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -4521070.500000 Penalty: 3346.847656
	Iteration 75Q: 3 clusters Score -4521070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -4521076.000000 Penalty: 3346.847656
	Iteration 76Q: 3 clusters Score -4521076 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -4521098.500000 Penalty: 3346.847656
	Iteration 77Q: 3 clusters Score -4521098 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -4521120.000000 Penalty: 3346.847656
	Iteration 78Q: 3 clusters Score -4521120 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -4521126.500000 Penalty: 3346.847656
	Iteration 79Q: 3 clusters Score -4521126 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -4521164.500000 Penalty: 3346.847656
	Iteration 80F: 3 clusters Score -4521164 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -4521192.500000 Penalty: 3346.847656
	Iteration 81Q: 3 clusters Score -4521192 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -4521255.500000 Penalty: 3346.847656
	Iteration 82Q: 3 clusters Score -4521256 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -4521306.500000 Penalty: 3346.847656
	Iteration 83Q: 3 clusters Score -4521306 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -4521371.500000 Penalty: 3346.847656
	Iteration 84Q: 3 clusters Score -4521372 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -4521427.000000 Penalty: 3346.847656
	Iteration 85Q: 3 clusters Score -4521427 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -4521491.000000 Penalty: 3346.847656
	Iteration 86Q: 3 clusters Score -4521491 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -4521628.500000 Penalty: 3346.847656
	Iteration 87Q: 3 clusters Score -4521628 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -4521731.000000 Penalty: 3346.847656
	Iteration 88Q: 3 clusters Score -4521731 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -4521881.500000 Penalty: 3346.847656
	Iteration 89Q: 3 clusters Score -4521882 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -4522044.000000 Penalty: 3346.847656
	Iteration 90Q: 3 clusters Score -4522044 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -4522248.000000 Penalty: 3346.847656
	Iteration 91Q: 3 clusters Score -4522248 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -4522462.000000 Penalty: 3346.847656
	Iteration 92Q: 3 clusters Score -4522462 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -4522674.000000 Penalty: 3346.847656
	Iteration 93Q: 3 clusters Score -4522674 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -4522872.500000 Penalty: 3346.847656
	Iteration 94Q: 3 clusters Score -4522872 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -4523090.000000 Penalty: 3346.847656
	Iteration 95Q: 3 clusters Score -4523090 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -4523314.500000 Penalty: 3346.847656
	Iteration 96Q: 3 clusters Score -4523314 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -4523522.000000 Penalty: 3346.847656
	Iteration 97Q: 3 clusters Score -4523522 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -4523725.000000 Penalty: 3346.847656
	Iteration 98Q: 3 clusters Score -4523725 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -4523850.500000 Penalty: 3346.847656
	Iteration 99Q: 3 clusters Score -4523850 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -4523986.500000 Penalty: 3346.847656
	Iteration 100F: 3 clusters Score -4523986 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -4524121.500000 Penalty: 3346.847656
	Iteration 101Q: 3 clusters Score -4524122 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -4524245.000000 Penalty: 3346.847656
	Iteration 102Q: 3 clusters Score -4524245 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -4524360.000000 Penalty: 3346.847656
	Iteration 103Q: 3 clusters Score -4524360 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -4524445.500000 Penalty: 3346.847656
	Iteration 104Q: 3 clusters Score -4524446 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -4524491.000000 Penalty: 3346.847656
	Iteration 105Q: 3 clusters Score -4524491 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -4524533.000000 Penalty: 3346.847656
	Iteration 106Q: 3 clusters Score -4524533 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -4524510.500000 Penalty: 3346.847656
	Iteration 107Q: 3 clusters Score -4524510 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -4524551.000000 Penalty: 3346.847656
	Iteration 108Q: 3 clusters Score -4524551 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -4524536.000000 Penalty: 3346.847656
	Iteration 109Q: 3 clusters Score -4524536 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -4524530.000000 Penalty: 3346.847656
	Iteration 110Q: 3 clusters Score -4524530 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -4524507.500000 Penalty: 3346.847656
	Iteration 111Q: 3 clusters Score -4524508 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -4524480.500000 Penalty: 3346.847656
	Iteration 112Q: 3 clusters Score -4524480 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -4524442.000000 Penalty: 3346.847656
	Iteration 113Q: 3 clusters Score -4524442 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -4524405.000000 Penalty: 3346.847656
	Iteration 114Q: 3 clusters Score -4524405 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -4524374.000000 Penalty: 3346.847656
	Iteration 115Q: 3 clusters Score -4524374 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -4524365.500000 Penalty: 3346.847656
	Iteration 116Q: 3 clusters Score -4524366 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -4524352.500000 Penalty: 3346.847656
	Iteration 117Q: 3 clusters Score -4524352 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -4524297.500000 Penalty: 3346.847656
	Iteration 118Q: 3 clusters Score -4524298 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -4524272.000000 Penalty: 3346.847656
	Iteration 119Q: 3 clusters Score -4524272 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -4524270.500000 Penalty: 3346.847656
	Iteration 120F: 3 clusters Score -4524270 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -4524251.000000 Penalty: 3346.847656
	Iteration 121Q: 3 clusters Score -4524251 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -4524225.000000 Penalty: 3346.847656
	Iteration 122Q: 3 clusters Score -4524225 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -4524197.000000 Penalty: 3346.847656
	Iteration 123Q: 3 clusters Score -4524197 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -4524177.000000 Penalty: 3346.847656
	Iteration 124Q: 3 clusters Score -4524177 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4524148.500000 Penalty: 3346.847656
	Iteration 125Q: 3 clusters Score -4524148 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -4524153.000000 Penalty: 3346.847656
	Iteration 126Q: 3 clusters Score -4524153 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4524149.500000 Penalty: 3346.847656
	Iteration 127Q: 3 clusters Score -4524150 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -4524124.500000 Penalty: 3346.847656
	Iteration 128Q: 3 clusters Score -4524124 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -4524109.500000 Penalty: 3346.847656
	Iteration 129Q: 3 clusters Score -4524110 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -4524084.000000 Penalty: 3346.847656
	Iteration 130Q: 3 clusters Score -4524084 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -4524041.000000 Penalty: 3346.847656
	Iteration 131Q: 3 clusters Score -4524041 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -4524031.000000 Penalty: 3346.847656
	Iteration 132Q: 3 clusters Score -4524031 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -4523996.500000 Penalty: 3346.847656
	Iteration 133Q: 3 clusters Score -4523996 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -4523965.500000 Penalty: 3346.847656
	Iteration 134Q: 3 clusters Score -4523966 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -4523932.000000 Penalty: 3346.847656
	Iteration 135Q: 3 clusters Score -4523932 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -4523892.000000 Penalty: 3346.847656
	Iteration 136Q: 3 clusters Score -4523892 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -4523859.000000 Penalty: 3346.847656
	Iteration 137Q: 3 clusters Score -4523859 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -4523862.500000 Penalty: 3346.847656
	Iteration 138Q: 3 clusters Score -4523862 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -4523841.000000 Penalty: 3346.847656
	Iteration 139Q: 3 clusters Score -4523841 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -4523810.000000 Penalty: 3346.847656
	Iteration 140F: 3 clusters Score -4523810 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -4523772.500000 Penalty: 3346.847656
	Iteration 141Q: 3 clusters Score -4523772 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -4523757.000000 Penalty: 3346.847656
	Iteration 142Q: 3 clusters Score -4523757 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -4523732.500000 Penalty: 3346.847656
	Iteration 143Q: 3 clusters Score -4523732 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -4523703.000000 Penalty: 3346.847656
	Iteration 144Q: 3 clusters Score -4523703 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -4523659.000000 Penalty: 3346.847656
	Iteration 145Q: 3 clusters Score -4523659 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -4523629.000000 Penalty: 3346.847656
	Iteration 146Q: 3 clusters Score -4523629 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -4523615.000000 Penalty: 3346.847656
	Iteration 147Q: 3 clusters Score -4523615 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -4523592.000000 Penalty: 3346.847656
	Iteration 148Q: 3 clusters Score -4523592 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -4523574.000000 Penalty: 3346.847656
	Iteration 149Q: 3 clusters Score -4523574 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -4523552.500000 Penalty: 3346.847656
	Iteration 150Q: 3 clusters Score -4523552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -4523537.500000 Penalty: 3346.847656
	Iteration 151Q: 3 clusters Score -4523538 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -4523529.000000 Penalty: 3346.847656
	Iteration 152Q: 3 clusters Score -4523529 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -4523530.500000 Penalty: 3346.847656
	Iteration 153Q: 3 clusters Score -4523530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -4523522.500000 Penalty: 3346.847656
	Iteration 154Q: 3 clusters Score -4523522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -4523497.000000 Penalty: 3346.847656
	Iteration 155Q: 3 clusters Score -4523497 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -4523491.500000 Penalty: 3346.847656
	Iteration 156Q: 3 clusters Score -4523492 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -4523487.000000 Penalty: 3346.847656
	Iteration 157Q: 3 clusters Score -4523487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -4523476.500000 Penalty: 3346.847656
	Iteration 158Q: 3 clusters Score -4523476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -4523459.500000 Penalty: 3346.847656
	Iteration 159Q: 3 clusters Score -4523460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -4523450.500000 Penalty: 3346.847656
	Iteration 160F: 3 clusters Score -4523450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -4523434.500000 Penalty: 3346.847656
	Iteration 161Q: 3 clusters Score -4523434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -4523427.000000 Penalty: 3346.847656
	Iteration 162Q: 3 clusters Score -4523427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -4523415.500000 Penalty: 3346.847656
	Iteration 163Q: 3 clusters Score -4523416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -4523411.000000 Penalty: 3346.847656
	Iteration 164Q: 3 clusters Score -4523411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -4523399.000000 Penalty: 3346.847656
	Iteration 165Q: 3 clusters Score -4523399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -4523399.000000 Penalty: 3346.847656
	Iteration 166Q: 3 clusters Score -4523399 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -4523388.500000 Penalty: 3346.847656
	Iteration 167Q: 3 clusters Score -4523388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -4523372.500000 Penalty: 3346.847656
	Iteration 168Q: 3 clusters Score -4523372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -4523375.000000 Penalty: 3346.847656
	Iteration 169Q: 3 clusters Score -4523375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -4523362.000000 Penalty: 3346.847656
	Iteration 170Q: 3 clusters Score -4523362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -4523354.000000 Penalty: 3346.847656
	Iteration 171Q: 3 clusters Score -4523354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -4523355.000000 Penalty: 3346.847656
	Iteration 172Q: 3 clusters Score -4523355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -4523348.000000 Penalty: 3346.847656
	Iteration 173Q: 3 clusters Score -4523348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -4523345.000000 Penalty: 3346.847656
	Iteration 174Q: 3 clusters Score -4523345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -4523343.500000 Penalty: 3346.847656
	Iteration 175Q: 3 clusters Score -4523344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -4523333.000000 Penalty: 3346.847656
	Iteration 176Q: 3 clusters Score -4523333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -4523328.500000 Penalty: 3346.847656
	Iteration 177Q: 3 clusters Score -4523328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -4523330.000000 Penalty: 3346.847656
	Iteration 178Q: 3 clusters Score -4523330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -4523331.000000 Penalty: 3346.847656
	Iteration 179Q: 3 clusters Score -4523331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -4523332.500000 Penalty: 3346.847656
	Iteration 180F: 3 clusters Score -4523332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -4523328.000000 Penalty: 3346.847656
	Iteration 181Q: 3 clusters Score -4523328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -4523328.000000 Penalty: 3346.847656
	Iteration 182F: 3 clusters Score -4523328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Entering Unmasked Estep 
Score: -188429.609375 Penalty: 1188.289917
	Iteration 0F: 2 clusters Score -188429.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -186696.578125 Penalty: 2376.579834
	Iteration 0F: 3 clusters Score -186696.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -187090.078125 Penalty: 2376.579834
	Iteration 1F: 3 clusters Score -187090.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -187219.953125 Penalty: 2376.579834
	Iteration 2F: 3 clusters Score -187220 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -187288.437500 Penalty: 2376.579834
	Iteration 3F: 3 clusters Score -187288.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -187344.078125 Penalty: 2376.579834
	Iteration 4Q: 3 clusters Score -187344.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -187393.359375 Penalty: 2376.579834
	Iteration 5Q: 3 clusters Score -187393.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -187437.968750 Penalty: 2376.579834
	Iteration 6Q: 3 clusters Score -187438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -187469.187500 Penalty: 2376.579834
	Iteration 7Q: 3 clusters Score -187469.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -187497.296875 Penalty: 2376.579834
	Iteration 8Q: 3 clusters Score -187497.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -187524.906250 Penalty: 2376.579834
	Iteration 9Q: 3 clusters Score -187524.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -187544.437500 Penalty: 2376.579834
	Iteration 10Q: 3 clusters Score -187544.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -187559.921875 Penalty: 2376.579834
	Iteration 11Q: 3 clusters Score -187559.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -187571.953125 Penalty: 2376.579834
	Iteration 12Q: 3 clusters Score -187572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -187580.562500 Penalty: 2376.579834
	Iteration 13Q: 3 clusters Score -187580.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -187585.703125 Penalty: 2376.579834
	Iteration 14Q: 3 clusters Score -187585.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -187589.046875 Penalty: 2376.579834
	Iteration 15Q: 3 clusters Score -187589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -187594.125000 Penalty: 2376.579834
	Iteration 16Q: 3 clusters Score -187594.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -187597.609375 Penalty: 2376.579834
	Iteration 17Q: 3 clusters Score -187597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -187599.765625 Penalty: 2376.579834
	Iteration 18Q: 3 clusters Score -187599.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -187602.562500 Penalty: 2376.579834
	Iteration 19Q: 3 clusters Score -187602.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -187606.484375 Penalty: 2376.579834
	Iteration 20F: 3 clusters Score -187606.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -187608.625000 Penalty: 2376.579834
	Iteration 21Q: 3 clusters Score -187608.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -187610.515625 Penalty: 2376.579834
	Iteration 22Q: 3 clusters Score -187610.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -187611.031250 Penalty: 2376.579834
	Iteration 23Q: 3 clusters Score -187611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -187611.328125 Penalty: 2376.579834
	Iteration 24Q: 3 clusters Score -187611.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -187611.328125 Penalty: 2376.579834
	Iteration 25F: 3 clusters Score -187611.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Entering Unmasked Estep 
Score: -1615517.375000 Penalty: 1555.131592
	Iteration 0F: 2 clusters Score -1615517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1605561.625000 Penalty: 3110.263184
	Iteration 0F: 3 clusters Score -1605562 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1608968.375000 Penalty: 3110.263184
	Iteration 1F: 3 clusters Score -1608968 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1609274.000000 Penalty: 3110.263184
	Iteration 2F: 3 clusters Score -1609274 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1609581.375000 Penalty: 3110.263184
	Iteration 3Q: 3 clusters Score -1609581 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1609929.750000 Penalty: 3110.263184
	Iteration 4Q: 3 clusters Score -1609930 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1610390.250000 Penalty: 3110.263184
	Iteration 5Q: 3 clusters Score -1610390 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1610952.250000 Penalty: 3110.263184
	Iteration 6F: 3 clusters Score -1610952 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1611653.750000 Penalty: 3110.263184
	Iteration 7F: 3 clusters Score -1611654 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1612345.375000 Penalty: 3110.263184
	Iteration 8F: 3 clusters Score -1612345 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1612815.875000 Penalty: 3110.263184
	Iteration 9Q: 3 clusters Score -1612816 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1613077.500000 Penalty: 3110.263184
	Iteration 10Q: 3 clusters Score -1613078 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1613225.750000 Penalty: 3110.263184
	Iteration 11Q: 3 clusters Score -1613226 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1613333.625000 Penalty: 3110.263184
	Iteration 12Q: 3 clusters Score -1613334 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1613410.125000 Penalty: 3110.263184
	Iteration 13Q: 3 clusters Score -1613410 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1613467.750000 Penalty: 3110.263184
	Iteration 14Q: 3 clusters Score -1613468 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1613500.125000 Penalty: 3110.263184
	Iteration 15Q: 3 clusters Score -1613500 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1613535.750000 Penalty: 3110.263184
	Iteration 16Q: 3 clusters Score -1613536 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1613566.250000 Penalty: 3110.263184
	Iteration 17Q: 3 clusters Score -1613566 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1613581.250000 Penalty: 3110.263184
	Iteration 18Q: 3 clusters Score -1613581 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1613600.750000 Penalty: 3110.263184
	Iteration 19Q: 3 clusters Score -1613601 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1613618.000000 Penalty: 3110.263184
	Iteration 20F: 3 clusters Score -1613618 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1613634.500000 Penalty: 3110.263184
	Iteration 21Q: 3 clusters Score -1613634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1613650.625000 Penalty: 3110.263184
	Iteration 22Q: 3 clusters Score -1613651 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1613664.125000 Penalty: 3110.263184
	Iteration 23Q: 3 clusters Score -1613664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1613671.500000 Penalty: 3110.263184
	Iteration 24Q: 3 clusters Score -1613672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1613680.500000 Penalty: 3110.263184
	Iteration 25Q: 3 clusters Score -1613680 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1613697.375000 Penalty: 3110.263184
	Iteration 26Q: 3 clusters Score -1613697 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1613704.625000 Penalty: 3110.263184
	Iteration 27Q: 3 clusters Score -1613705 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1613711.875000 Penalty: 3110.263184
	Iteration 28Q: 3 clusters Score -1613712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1613722.500000 Penalty: 3110.263184
	Iteration 29Q: 3 clusters Score -1613722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1613725.500000 Penalty: 3110.263184
	Iteration 30Q: 3 clusters Score -1613726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1613729.125000 Penalty: 3110.263184
	Iteration 31Q: 3 clusters Score -1613729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1613735.375000 Penalty: 3110.263184
	Iteration 32Q: 3 clusters Score -1613735 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1613742.500000 Penalty: 3110.263184
	Iteration 33Q: 3 clusters Score -1613742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1613753.000000 Penalty: 3110.263184
	Iteration 34Q: 3 clusters Score -1613753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1613756.875000 Penalty: 3110.263184
	Iteration 35Q: 3 clusters Score -1613757 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1613762.125000 Penalty: 3110.263184
	Iteration 36Q: 3 clusters Score -1613762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1613763.750000 Penalty: 3110.263184
	Iteration 37Q: 3 clusters Score -1613764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1613765.250000 Penalty: 3110.263184
	Iteration 38Q: 3 clusters Score -1613765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1613766.375000 Penalty: 3110.263184
	Iteration 39Q: 3 clusters Score -1613766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1613770.500000 Penalty: 3110.263184
	Iteration 40F: 3 clusters Score -1613770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1613774.250000 Penalty: 3110.263184
	Iteration 41Q: 3 clusters Score -1613774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1613783.500000 Penalty: 3110.263184
	Iteration 42Q: 3 clusters Score -1613784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1613788.875000 Penalty: 3110.263184
	Iteration 43Q: 3 clusters Score -1613789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1613796.500000 Penalty: 3110.263184
	Iteration 44Q: 3 clusters Score -1613796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1613802.625000 Penalty: 3110.263184
	Iteration 45Q: 3 clusters Score -1613803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1613807.500000 Penalty: 3110.263184
	Iteration 46Q: 3 clusters Score -1613808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1613817.500000 Penalty: 3110.263184
	Iteration 47Q: 3 clusters Score -1613818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1613820.000000 Penalty: 3110.263184
	Iteration 48Q: 3 clusters Score -1613820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1613823.750000 Penalty: 3110.263184
	Iteration 49Q: 3 clusters Score -1613824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1613831.875000 Penalty: 3110.263184
	Iteration 50Q: 3 clusters Score -1613832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1613846.125000 Penalty: 3110.263184
	Iteration 51Q: 3 clusters Score -1613846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1613854.375000 Penalty: 3110.263184
	Iteration 52Q: 3 clusters Score -1613854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1613867.375000 Penalty: 3110.263184
	Iteration 53Q: 3 clusters Score -1613867 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1613876.375000 Penalty: 3110.263184
	Iteration 54Q: 3 clusters Score -1613876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1613886.250000 Penalty: 3110.263184
	Iteration 55Q: 3 clusters Score -1613886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1613891.125000 Penalty: 3110.263184
	Iteration 56Q: 3 clusters Score -1613891 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1613899.125000 Penalty: 3110.263184
	Iteration 57Q: 3 clusters Score -1613899 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1613908.500000 Penalty: 3110.263184
	Iteration 58Q: 3 clusters Score -1613908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1613919.500000 Penalty: 3110.263184
	Iteration 59Q: 3 clusters Score -1613920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1613935.500000 Penalty: 3110.263184
	Iteration 60F: 3 clusters Score -1613936 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1613955.000000 Penalty: 3110.263184
	Iteration 61Q: 3 clusters Score -1613955 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1613981.875000 Penalty: 3110.263184
	Iteration 62Q: 3 clusters Score -1613982 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1614013.750000 Penalty: 3110.263184
	Iteration 63Q: 3 clusters Score -1614014 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1614053.625000 Penalty: 3110.263184
	Iteration 64Q: 3 clusters Score -1614054 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1614095.125000 Penalty: 3110.263184
	Iteration 65Q: 3 clusters Score -1614095 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1614133.250000 Penalty: 3110.263184
	Iteration 66Q: 3 clusters Score -1614133 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1614186.125000 Penalty: 3110.263184
	Iteration 67Q: 3 clusters Score -1614186 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1614256.500000 Penalty: 3110.263184
	Iteration 68Q: 3 clusters Score -1614256 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1614295.875000 Penalty: 3110.263184
	Iteration 69Q: 3 clusters Score -1614296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1614313.125000 Penalty: 3110.263184
	Iteration 70Q: 3 clusters Score -1614313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1614323.500000 Penalty: 3110.263184
	Iteration 71Q: 3 clusters Score -1614324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1614329.000000 Penalty: 3110.263184
	Iteration 72Q: 3 clusters Score -1614329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1614329.625000 Penalty: 3110.263184
	Iteration 73Q: 3 clusters Score -1614330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1614330.125000 Penalty: 3110.263184
	Iteration 74Q: 3 clusters Score -1614330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1614337.500000 Penalty: 3110.263184
	Iteration 75Q: 3 clusters Score -1614338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1614337.625000 Penalty: 3110.263184
	Iteration 76Q: 3 clusters Score -1614338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1614336.250000 Penalty: 3110.263184
	Iteration 77Q: 3 clusters Score -1614336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1614339.125000 Penalty: 3110.263184
	Iteration 78Q: 3 clusters Score -1614339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1614339.000000 Penalty: 3110.263184
	Iteration 79Q: 3 clusters Score -1614339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1614340.625000 Penalty: 3110.263184
	Iteration 80F: 3 clusters Score -1614341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1614339.875000 Penalty: 3110.263184
	Iteration 81Q: 3 clusters Score -1614340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1614339.875000 Penalty: 3110.263184
	Iteration 82F: 3 clusters Score -1614340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -19635.587891 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -19635.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19050.816406 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -19050.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19211.156250 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -19211.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19264.568359 Penalty: 1726.791992
	Iteration 2F: 3 clusters Score -19264.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19291.750000 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -19291.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19305.675781 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -19305.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19306.607422 Penalty: 1726.791992
	Iteration 5Q: 3 clusters Score -19306.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19307.177734 Penalty: 1726.791992
	Iteration 6Q: 3 clusters Score -19307.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19315.228516 Penalty: 1726.791992
	Iteration 7Q: 3 clusters Score -19315.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19315.228516 Penalty: 1726.791992
	Iteration 8F: 3 clusters Score -19315.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Entering Unmasked Estep 
Score: -1622290.500000 Penalty: 1510.743774
	Iteration 0F: 2 clusters Score -1622290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1614678.500000 Penalty: 3021.487549
	Iteration 0F: 3 clusters Score -1614678 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1617361.875000 Penalty: 3021.487549
	Iteration 1F: 3 clusters Score -1617362 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1617786.625000 Penalty: 3021.487549
	Iteration 2F: 3 clusters Score -1617787 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1618160.125000 Penalty: 3021.487549
	Iteration 3F: 3 clusters Score -1618160 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1618512.625000 Penalty: 3021.487549
	Iteration 4F: 3 clusters Score -1618513 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1618809.625000 Penalty: 3021.487549
	Iteration 5Q: 3 clusters Score -1618810 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1619092.125000 Penalty: 3021.487549
	Iteration 6Q: 3 clusters Score -1619092 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1619366.375000 Penalty: 3021.487549
	Iteration 7Q: 3 clusters Score -1619366 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1619652.250000 Penalty: 3021.487549
	Iteration 8Q: 3 clusters Score -1619652 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1619967.875000 Penalty: 3021.487549
	Iteration 9Q: 3 clusters Score -1619968 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1620289.125000 Penalty: 3021.487549
	Iteration 10Q: 3 clusters Score -1620289 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1620583.250000 Penalty: 3021.487549
	Iteration 11Q: 3 clusters Score -1620583 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1620882.250000 Penalty: 3021.487549
	Iteration 12Q: 3 clusters Score -1620882 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1621153.750000 Penalty: 3021.487549
	Iteration 13Q: 3 clusters Score -1621154 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1621358.500000 Penalty: 3021.487549
	Iteration 14Q: 3 clusters Score -1621358 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1621485.750000 Penalty: 3021.487549
	Iteration 15Q: 3 clusters Score -1621486 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1621558.500000 Penalty: 3021.487549
	Iteration 16Q: 3 clusters Score -1621558 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1621596.125000 Penalty: 3021.487549
	Iteration 17Q: 3 clusters Score -1621596 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1621619.125000 Penalty: 3021.487549
	Iteration 18Q: 3 clusters Score -1621619 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1621628.500000 Penalty: 3021.487549
	Iteration 19Q: 3 clusters Score -1621628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1621642.625000 Penalty: 3021.487549
	Iteration 20F: 3 clusters Score -1621643 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1621649.250000 Penalty: 3021.487549
	Iteration 21Q: 3 clusters Score -1621649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1621653.375000 Penalty: 3021.487549
	Iteration 22Q: 3 clusters Score -1621653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1621658.125000 Penalty: 3021.487549
	Iteration 23Q: 3 clusters Score -1621658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1621662.375000 Penalty: 3021.487549
	Iteration 24Q: 3 clusters Score -1621662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1621664.750000 Penalty: 3021.487549
	Iteration 25Q: 3 clusters Score -1621665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1621663.125000 Penalty: 3021.487549
	Iteration 26Q: 3 clusters Score -1621663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1621665.250000 Penalty: 3021.487549
	Iteration 27Q: 3 clusters Score -1621665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1621666.375000 Penalty: 3021.487549
	Iteration 28Q: 3 clusters Score -1621666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1621666.250000 Penalty: 3021.487549
	Iteration 29Q: 3 clusters Score -1621666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1621666.625000 Penalty: 3021.487549
	Iteration 30Q: 3 clusters Score -1621667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1621663.000000 Penalty: 3021.487549
	Iteration 31Q: 3 clusters Score -1621663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1621664.750000 Penalty: 3021.487549
	Iteration 32Q: 3 clusters Score -1621665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1621663.750000 Penalty: 3021.487549
	Iteration 33Q: 3 clusters Score -1621664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1621663.500000 Penalty: 3021.487549
	Iteration 34Q: 3 clusters Score -1621664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1621664.875000 Penalty: 3021.487549
	Iteration 35Q: 3 clusters Score -1621665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1621664.875000 Penalty: 3021.487549
	Iteration 36F: 3 clusters Score -1621665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Entering Unmasked Estep 
Score: -649757.312500 Penalty: 1378.658081
	Iteration 0F: 2 clusters Score -649757.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -645887.312500 Penalty: 2757.316162
	Iteration 0F: 3 clusters Score -645887.3 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -647044.562500 Penalty: 2757.316162
	Iteration 1F: 3 clusters Score -647044.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -647258.812500 Penalty: 2757.316162
	Iteration 2F: 3 clusters Score -647258.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -647433.875000 Penalty: 2757.316162
	Iteration 3F: 3 clusters Score -647433.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -647588.000000 Penalty: 2757.316162
	Iteration 4Q: 3 clusters Score -647588 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -647737.437500 Penalty: 2757.316162
	Iteration 5Q: 3 clusters Score -647737.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -647901.562500 Penalty: 2757.316162
	Iteration 6Q: 3 clusters Score -647901.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -648054.562500 Penalty: 2757.316162
	Iteration 7Q: 3 clusters Score -648054.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -648220.062500 Penalty: 2757.316162
	Iteration 8Q: 3 clusters Score -648220.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -648358.750000 Penalty: 2757.316162
	Iteration 9Q: 3 clusters Score -648358.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -648466.625000 Penalty: 2757.316162
	Iteration 10Q: 3 clusters Score -648466.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -648550.562500 Penalty: 2757.316162
	Iteration 11Q: 3 clusters Score -648550.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -648603.187500 Penalty: 2757.316162
	Iteration 12Q: 3 clusters Score -648603.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -648634.250000 Penalty: 2757.316162
	Iteration 13Q: 3 clusters Score -648634.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -648650.500000 Penalty: 2757.316162
	Iteration 14Q: 3 clusters Score -648650.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -648663.375000 Penalty: 2757.316162
	Iteration 15Q: 3 clusters Score -648663.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -648676.187500 Penalty: 2757.316162
	Iteration 16Q: 3 clusters Score -648676.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -648686.500000 Penalty: 2757.316162
	Iteration 17Q: 3 clusters Score -648686.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -648693.062500 Penalty: 2757.316162
	Iteration 18Q: 3 clusters Score -648693.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -648699.812500 Penalty: 2757.316162
	Iteration 19Q: 3 clusters Score -648699.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -648704.687500 Penalty: 2757.316162
	Iteration 20F: 3 clusters Score -648704.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -648711.125000 Penalty: 2757.316162
	Iteration 21Q: 3 clusters Score -648711.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -648718.562500 Penalty: 2757.316162
	Iteration 22Q: 3 clusters Score -648718.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -648720.625000 Penalty: 2757.316162
	Iteration 23Q: 3 clusters Score -648720.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -648722.250000 Penalty: 2757.316162
	Iteration 24Q: 3 clusters Score -648722.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -648723.250000 Penalty: 2757.316162
	Iteration 25Q: 3 clusters Score -648723.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -648724.562500 Penalty: 2757.316162
	Iteration 26Q: 3 clusters Score -648724.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -648725.750000 Penalty: 2757.316162
	Iteration 27Q: 3 clusters Score -648725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -648726.437500 Penalty: 2757.316162
	Iteration 28Q: 3 clusters Score -648726.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -648726.312500 Penalty: 2757.316162
	Iteration 29Q: 3 clusters Score -648726.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -648727.250000 Penalty: 2757.316162
	Iteration 30Q: 3 clusters Score -648727.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -648726.312500 Penalty: 2757.316162
	Iteration 31Q: 3 clusters Score -648726.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -648727.375000 Penalty: 2757.316162
	Iteration 32Q: 3 clusters Score -648727.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -648727.875000 Penalty: 2757.316162
	Iteration 33Q: 3 clusters Score -648727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -648727.562500 Penalty: 2757.316162
	Iteration 34Q: 3 clusters Score -648727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -648728.937500 Penalty: 2757.316162
	Iteration 35Q: 3 clusters Score -648728.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -648729.312500 Penalty: 2757.316162
	Iteration 36Q: 3 clusters Score -648729.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -648730.187500 Penalty: 2757.316162
	Iteration 37Q: 3 clusters Score -648730.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -648729.437500 Penalty: 2757.316162
	Iteration 38Q: 3 clusters Score -648729.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -648729.437500 Penalty: 2757.316162
	Iteration 39F: 3 clusters Score -648729.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Entering Unmasked Estep 
Score: -232556.734375 Penalty: 1202.402100
	Iteration 0F: 2 clusters Score -232556.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -230737.468750 Penalty: 2404.804199
	Iteration 0F: 3 clusters Score -230737.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -231157.687500 Penalty: 2404.804199
	Iteration 1F: 3 clusters Score -231157.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -231331.453125 Penalty: 2404.804199
	Iteration 2F: 3 clusters Score -231331.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -231482.515625 Penalty: 2404.804199
	Iteration 3F: 3 clusters Score -231482.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -231649.015625 Penalty: 2404.804199
	Iteration 4F: 3 clusters Score -231649 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -231784.718750 Penalty: 2404.804199
	Iteration 5F: 3 clusters Score -231784.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -231903.421875 Penalty: 2404.804199
	Iteration 6Q: 3 clusters Score -231903.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -231993.421875 Penalty: 2404.804199
	Iteration 7Q: 3 clusters Score -231993.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -232054.046875 Penalty: 2404.804199
	Iteration 8Q: 3 clusters Score -232054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -232094.875000 Penalty: 2404.804199
	Iteration 9Q: 3 clusters Score -232094.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -232134.546875 Penalty: 2404.804199
	Iteration 10Q: 3 clusters Score -232134.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -232176.765625 Penalty: 2404.804199
	Iteration 11Q: 3 clusters Score -232176.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -232206.437500 Penalty: 2404.804199
	Iteration 12Q: 3 clusters Score -232206.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -232230.875000 Penalty: 2404.804199
	Iteration 13Q: 3 clusters Score -232230.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -232252.484375 Penalty: 2404.804199
	Iteration 14Q: 3 clusters Score -232252.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -232274.640625 Penalty: 2404.804199
	Iteration 15Q: 3 clusters Score -232274.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -232292.703125 Penalty: 2404.804199
	Iteration 16Q: 3 clusters Score -232292.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -232307.250000 Penalty: 2404.804199
	Iteration 17Q: 3 clusters Score -232307.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -232323.281250 Penalty: 2404.804199
	Iteration 18Q: 3 clusters Score -232323.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -232335.875000 Penalty: 2404.804199
	Iteration 19Q: 3 clusters Score -232335.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -232351.406250 Penalty: 2404.804199
	Iteration 20F: 3 clusters Score -232351.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -232370.906250 Penalty: 2404.804199
	Iteration 21Q: 3 clusters Score -232370.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -232384.687500 Penalty: 2404.804199
	Iteration 22Q: 3 clusters Score -232384.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -232395.609375 Penalty: 2404.804199
	Iteration 23Q: 3 clusters Score -232395.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -232410.859375 Penalty: 2404.804199
	Iteration 24Q: 3 clusters Score -232410.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -232422.187500 Penalty: 2404.804199
	Iteration 25Q: 3 clusters Score -232422.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -232426.843750 Penalty: 2404.804199
	Iteration 26Q: 3 clusters Score -232426.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -232431.937500 Penalty: 2404.804199
	Iteration 27Q: 3 clusters Score -232431.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -232433.296875 Penalty: 2404.804199
	Iteration 28Q: 3 clusters Score -232433.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -232434.718750 Penalty: 2404.804199
	Iteration 29Q: 3 clusters Score -232434.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -232436.546875 Penalty: 2404.804199
	Iteration 30Q: 3 clusters Score -232436.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -232437.921875 Penalty: 2404.804199
	Iteration 31Q: 3 clusters Score -232437.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -232439.062500 Penalty: 2404.804199
	Iteration 32Q: 3 clusters Score -232439.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -232440.265625 Penalty: 2404.804199
	Iteration 33Q: 3 clusters Score -232440.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -232441.250000 Penalty: 2404.804199
	Iteration 34Q: 3 clusters Score -232441.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -232442.109375 Penalty: 2404.804199
	Iteration 35Q: 3 clusters Score -232442.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -232442.687500 Penalty: 2404.804199
	Iteration 36Q: 3 clusters Score -232442.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -232442.906250 Penalty: 2404.804199
	Iteration 37Q: 3 clusters Score -232442.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -232442.906250 Penalty: 2404.804199
	Iteration 38F: 3 clusters Score -232442.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Entering Unmasked Estep 
Score: -3251148.250000 Penalty: 1619.961548
	Iteration 0F: 2 clusters Score -3251148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -3237590.250000 Penalty: 3239.923096
	Iteration 0F: 3 clusters Score -3237590 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -3242943.500000 Penalty: 3239.923096
	Iteration 1F: 3 clusters Score -3242944 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -3243457.000000 Penalty: 3239.923096
	Iteration 2F: 3 clusters Score -3243457 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -3244023.750000 Penalty: 3239.923096
	Iteration 3F: 3 clusters Score -3244024 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3244653.750000 Penalty: 3239.923096
	Iteration 4F: 3 clusters Score -3244654 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -3245397.750000 Penalty: 3239.923096
	Iteration 5F: 3 clusters Score -3245398 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -3246165.750000 Penalty: 3239.923096
	Iteration 6F: 3 clusters Score -3246166 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -3246932.500000 Penalty: 3239.923096
	Iteration 7F: 3 clusters Score -3246932 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -3247729.750000 Penalty: 3239.923096
	Iteration 8F: 3 clusters Score -3247730 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -3248464.500000 Penalty: 3239.923096
	Iteration 9Q: 3 clusters Score -3248464 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -3248979.500000 Penalty: 3239.923096
	Iteration 10Q: 3 clusters Score -3248980 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -3249305.250000 Penalty: 3239.923096
	Iteration 11Q: 3 clusters Score -3249305 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -3249477.250000 Penalty: 3239.923096
	Iteration 12Q: 3 clusters Score -3249477 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -3249586.500000 Penalty: 3239.923096
	Iteration 13Q: 3 clusters Score -3249586 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -3249664.750000 Penalty: 3239.923096
	Iteration 14Q: 3 clusters Score -3249665 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -3249726.750000 Penalty: 3239.923096
	Iteration 15Q: 3 clusters Score -3249727 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -3249773.250000 Penalty: 3239.923096
	Iteration 16Q: 3 clusters Score -3249773 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -3249792.750000 Penalty: 3239.923096
	Iteration 17Q: 3 clusters Score -3249793 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -3249806.500000 Penalty: 3239.923096
	Iteration 18Q: 3 clusters Score -3249806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3249825.750000 Penalty: 3239.923096
	Iteration 19Q: 3 clusters Score -3249826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -3249830.500000 Penalty: 3239.923096
	Iteration 20F: 3 clusters Score -3249830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -3249839.000000 Penalty: 3239.923096
	Iteration 21Q: 3 clusters Score -3249839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -3249854.250000 Penalty: 3239.923096
	Iteration 22Q: 3 clusters Score -3249854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -3249861.750000 Penalty: 3239.923096
	Iteration 23Q: 3 clusters Score -3249862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -3249871.000000 Penalty: 3239.923096
	Iteration 24Q: 3 clusters Score -3249871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -3249880.750000 Penalty: 3239.923096
	Iteration 25Q: 3 clusters Score -3249881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -3249882.500000 Penalty: 3239.923096
	Iteration 26Q: 3 clusters Score -3249882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -3249887.750000 Penalty: 3239.923096
	Iteration 27Q: 3 clusters Score -3249888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -3249890.500000 Penalty: 3239.923096
	Iteration 28Q: 3 clusters Score -3249890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -3249896.250000 Penalty: 3239.923096
	Iteration 29Q: 3 clusters Score -3249896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -3249896.750000 Penalty: 3239.923096
	Iteration 30Q: 3 clusters Score -3249897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -3249901.250000 Penalty: 3239.923096
	Iteration 31Q: 3 clusters Score -3249901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -3249905.000000 Penalty: 3239.923096
	Iteration 32Q: 3 clusters Score -3249905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -3249901.000000 Penalty: 3239.923096
	Iteration 33Q: 3 clusters Score -3249901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -3249902.750000 Penalty: 3239.923096
	Iteration 34Q: 3 clusters Score -3249903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -3249906.750000 Penalty: 3239.923096
	Iteration 35Q: 3 clusters Score -3249907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -3249904.000000 Penalty: 3239.923096
	Iteration 36Q: 3 clusters Score -3249904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3249908.000000 Penalty: 3239.923096
	Iteration 37Q: 3 clusters Score -3249908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -3249911.500000 Penalty: 3239.923096
	Iteration 38Q: 3 clusters Score -3249912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -3249918.250000 Penalty: 3239.923096
	Iteration 39Q: 3 clusters Score -3249918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -3249917.250000 Penalty: 3239.923096
	Iteration 40F: 3 clusters Score -3249917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3249913.250000 Penalty: 3239.923096
	Iteration 41Q: 3 clusters Score -3249913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3249913.250000 Penalty: 3239.923096
	Iteration 42F: 3 clusters Score -3249913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Entering Unmasked Estep 
Score: -1230253.250000 Penalty: 1467.241577
	Iteration 0F: 2 clusters Score -1230253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1224150.625000 Penalty: 2934.483154
	Iteration 0F: 3 clusters Score -1224151 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1226021.250000 Penalty: 2934.483154
	Iteration 1F: 3 clusters Score -1226021 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1226274.000000 Penalty: 2934.483154
	Iteration 2F: 3 clusters Score -1226274 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1226452.125000 Penalty: 2934.483154
	Iteration 3F: 3 clusters Score -1226452 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1226612.125000 Penalty: 2934.483154
	Iteration 4Q: 3 clusters Score -1226612 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1226779.250000 Penalty: 2934.483154
	Iteration 5Q: 3 clusters Score -1226779 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1226945.125000 Penalty: 2934.483154
	Iteration 6Q: 3 clusters Score -1226945 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1227140.250000 Penalty: 2934.483154
	Iteration 7Q: 3 clusters Score -1227140 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1227352.375000 Penalty: 2934.483154
	Iteration 8Q: 3 clusters Score -1227352 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1227588.375000 Penalty: 2934.483154
	Iteration 9Q: 3 clusters Score -1227588 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1227819.875000 Penalty: 2934.483154
	Iteration 10Q: 3 clusters Score -1227820 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1228048.875000 Penalty: 2934.483154
	Iteration 11Q: 3 clusters Score -1228049 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1228255.000000 Penalty: 2934.483154
	Iteration 12Q: 3 clusters Score -1228255 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1228411.375000 Penalty: 2934.483154
	Iteration 13Q: 3 clusters Score -1228411 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1228545.375000 Penalty: 2934.483154
	Iteration 14Q: 3 clusters Score -1228545 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1228641.500000 Penalty: 2934.483154
	Iteration 15Q: 3 clusters Score -1228642 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1228716.500000 Penalty: 2934.483154
	Iteration 16Q: 3 clusters Score -1228716 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1228768.500000 Penalty: 2934.483154
	Iteration 17Q: 3 clusters Score -1228768 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1228815.375000 Penalty: 2934.483154
	Iteration 18Q: 3 clusters Score -1228815 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1228861.375000 Penalty: 2934.483154
	Iteration 19Q: 3 clusters Score -1228861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1228887.250000 Penalty: 2934.483154
	Iteration 20F: 3 clusters Score -1228887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1228908.625000 Penalty: 2934.483154
	Iteration 21Q: 3 clusters Score -1228909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1228923.125000 Penalty: 2934.483154
	Iteration 22Q: 3 clusters Score -1228923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1228928.375000 Penalty: 2934.483154
	Iteration 23Q: 3 clusters Score -1228928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1228933.000000 Penalty: 2934.483154
	Iteration 24Q: 3 clusters Score -1228933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1228934.625000 Penalty: 2934.483154
	Iteration 25Q: 3 clusters Score -1228935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1228937.000000 Penalty: 2934.483154
	Iteration 26Q: 3 clusters Score -1228937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1228935.750000 Penalty: 2934.483154
	Iteration 27Q: 3 clusters Score -1228936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1228935.750000 Penalty: 2934.483154
	Iteration 28F: 3 clusters Score -1228936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Entering Unmasked Estep 
Score: -1680018.625000 Penalty: 1513.594971
	Iteration 0F: 2 clusters Score -1680019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1672220.875000 Penalty: 3027.189941
	Iteration 0F: 3 clusters Score -1672221 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1674966.125000 Penalty: 3027.189941
	Iteration 1F: 3 clusters Score -1674966 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1675328.000000 Penalty: 3027.189941
	Iteration 2F: 3 clusters Score -1675328 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1675641.500000 Penalty: 3027.189941
	Iteration 3F: 3 clusters Score -1675642 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1675892.125000 Penalty: 3027.189941
	Iteration 4Q: 3 clusters Score -1675892 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1676141.875000 Penalty: 3027.189941
	Iteration 5Q: 3 clusters Score -1676142 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1676425.125000 Penalty: 3027.189941
	Iteration 6Q: 3 clusters Score -1676425 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1676736.000000 Penalty: 3027.189941
	Iteration 7Q: 3 clusters Score -1676736 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1677034.125000 Penalty: 3027.189941
	Iteration 8Q: 3 clusters Score -1677034 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1677332.625000 Penalty: 3027.189941
	Iteration 9Q: 3 clusters Score -1677333 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1677616.375000 Penalty: 3027.189941
	Iteration 10Q: 3 clusters Score -1677616 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1677909.125000 Penalty: 3027.189941
	Iteration 11Q: 3 clusters Score -1677909 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1678126.000000 Penalty: 3027.189941
	Iteration 12Q: 3 clusters Score -1678126 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1678300.375000 Penalty: 3027.189941
	Iteration 13Q: 3 clusters Score -1678300 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1678443.375000 Penalty: 3027.189941
	Iteration 14Q: 3 clusters Score -1678443 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1678511.000000 Penalty: 3027.189941
	Iteration 15Q: 3 clusters Score -1678511 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1678560.375000 Penalty: 3027.189941
	Iteration 16Q: 3 clusters Score -1678560 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1678607.375000 Penalty: 3027.189941
	Iteration 17Q: 3 clusters Score -1678607 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1678630.250000 Penalty: 3027.189941
	Iteration 18Q: 3 clusters Score -1678630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1678644.875000 Penalty: 3027.189941
	Iteration 19Q: 3 clusters Score -1678645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1678664.500000 Penalty: 3027.189941
	Iteration 20F: 3 clusters Score -1678664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1678680.000000 Penalty: 3027.189941
	Iteration 21Q: 3 clusters Score -1678680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1678684.875000 Penalty: 3027.189941
	Iteration 22Q: 3 clusters Score -1678685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1678693.625000 Penalty: 3027.189941
	Iteration 23Q: 3 clusters Score -1678694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1678694.000000 Penalty: 3027.189941
	Iteration 24Q: 3 clusters Score -1678694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1678695.125000 Penalty: 3027.189941
	Iteration 25Q: 3 clusters Score -1678695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1678695.125000 Penalty: 3027.189941
	Iteration 26F: 3 clusters Score -1678695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Entering Unmasked Estep 
Score: -827506.812500 Penalty: 1398.345581
	Iteration 0F: 2 clusters Score -827506.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -823263.062500 Penalty: 2796.691162
	Iteration 0F: 3 clusters Score -823263.1 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -824502.375000 Penalty: 2796.691162
	Iteration 1F: 3 clusters Score -824502.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -824688.125000 Penalty: 2796.691162
	Iteration 2F: 3 clusters Score -824688.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -824819.937500 Penalty: 2796.691162
	Iteration 3Q: 3 clusters Score -824819.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -824925.000000 Penalty: 2796.691162
	Iteration 4Q: 3 clusters Score -824925 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -825004.125000 Penalty: 2796.691162
	Iteration 5Q: 3 clusters Score -825004.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -825079.625000 Penalty: 2796.691162
	Iteration 6Q: 3 clusters Score -825079.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -825159.562500 Penalty: 2796.691162
	Iteration 7Q: 3 clusters Score -825159.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -825251.375000 Penalty: 2796.691162
	Iteration 8Q: 3 clusters Score -825251.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -825360.000000 Penalty: 2796.691162
	Iteration 9Q: 3 clusters Score -825360 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -825468.687500 Penalty: 2796.691162
	Iteration 10Q: 3 clusters Score -825468.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -825571.062500 Penalty: 2796.691162
	Iteration 11Q: 3 clusters Score -825571.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -825674.187500 Penalty: 2796.691162
	Iteration 12Q: 3 clusters Score -825674.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -825795.812500 Penalty: 2796.691162
	Iteration 13Q: 3 clusters Score -825795.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -825916.562500 Penalty: 2796.691162
	Iteration 14Q: 3 clusters Score -825916.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -826023.187500 Penalty: 2796.691162
	Iteration 15Q: 3 clusters Score -826023.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -826109.125000 Penalty: 2796.691162
	Iteration 16Q: 3 clusters Score -826109.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -826173.625000 Penalty: 2796.691162
	Iteration 17Q: 3 clusters Score -826173.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -826224.562500 Penalty: 2796.691162
	Iteration 18Q: 3 clusters Score -826224.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -826250.812500 Penalty: 2796.691162
	Iteration 19Q: 3 clusters Score -826250.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -826277.187500 Penalty: 2796.691162
	Iteration 20F: 3 clusters Score -826277.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -826292.562500 Penalty: 2796.691162
	Iteration 21Q: 3 clusters Score -826292.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -826302.625000 Penalty: 2796.691162
	Iteration 22Q: 3 clusters Score -826302.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -826312.687500 Penalty: 2796.691162
	Iteration 23Q: 3 clusters Score -826312.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -826320.687500 Penalty: 2796.691162
	Iteration 24Q: 3 clusters Score -826320.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -826323.625000 Penalty: 2796.691162
	Iteration 25Q: 3 clusters Score -826323.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -826325.062500 Penalty: 2796.691162
	Iteration 26Q: 3 clusters Score -826325.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -826326.500000 Penalty: 2796.691162
	Iteration 27Q: 3 clusters Score -826326.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -826327.875000 Penalty: 2796.691162
	Iteration 28Q: 3 clusters Score -826327.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -826327.875000 Penalty: 2796.691162
	Iteration 29F: 3 clusters Score -826327.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Entering Unmasked Estep 
Score: -2593906.750000 Penalty: 1583.365479
	Iteration 0F: 2 clusters Score -2593907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2582598.250000 Penalty: 3166.730957
	Iteration 0F: 3 clusters Score -2582598 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2586833.500000 Penalty: 3166.730957
	Iteration 1F: 3 clusters Score -2586834 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2587130.250000 Penalty: 3166.730957
	Iteration 2Q: 3 clusters Score -2587130 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2587453.250000 Penalty: 3166.730957
	Iteration 3Q: 3 clusters Score -2587453 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2587828.750000 Penalty: 3166.730957
	Iteration 4Q: 3 clusters Score -2587829 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2588228.750000 Penalty: 3166.730957
	Iteration 5F: 3 clusters Score -2588229 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2588677.250000 Penalty: 3166.730957
	Iteration 6F: 3 clusters Score -2588677 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2589179.500000 Penalty: 3166.730957
	Iteration 7F: 3 clusters Score -2589180 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2589759.750000 Penalty: 3166.730957
	Iteration 8Q: 3 clusters Score -2589760 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2590289.000000 Penalty: 3166.730957
	Iteration 9Q: 3 clusters Score -2590289 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2590681.500000 Penalty: 3166.730957
	Iteration 10Q: 3 clusters Score -2590682 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2590941.000000 Penalty: 3166.730957
	Iteration 11Q: 3 clusters Score -2590941 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2591104.500000 Penalty: 3166.730957
	Iteration 12Q: 3 clusters Score -2591104 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2591213.750000 Penalty: 3166.730957
	Iteration 13Q: 3 clusters Score -2591214 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2591296.500000 Penalty: 3166.730957
	Iteration 14Q: 3 clusters Score -2591296 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2591375.500000 Penalty: 3166.730957
	Iteration 15Q: 3 clusters Score -2591376 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2591436.000000 Penalty: 3166.730957
	Iteration 16Q: 3 clusters Score -2591436 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2591490.000000 Penalty: 3166.730957
	Iteration 17Q: 3 clusters Score -2591490 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2591528.000000 Penalty: 3166.730957
	Iteration 18Q: 3 clusters Score -2591528 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2591578.250000 Penalty: 3166.730957
	Iteration 19Q: 3 clusters Score -2591578 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2591606.750000 Penalty: 3166.730957
	Iteration 20F: 3 clusters Score -2591607 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2591655.750000 Penalty: 3166.730957
	Iteration 21Q: 3 clusters Score -2591656 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2591696.250000 Penalty: 3166.730957
	Iteration 22Q: 3 clusters Score -2591696 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2591736.000000 Penalty: 3166.730957
	Iteration 23Q: 3 clusters Score -2591736 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2591785.000000 Penalty: 3166.730957
	Iteration 24Q: 3 clusters Score -2591785 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2591852.250000 Penalty: 3166.730957
	Iteration 25Q: 3 clusters Score -2591852 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2591886.750000 Penalty: 3166.730957
	Iteration 26Q: 3 clusters Score -2591887 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2591939.250000 Penalty: 3166.730957
	Iteration 27Q: 3 clusters Score -2591939 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2591987.000000 Penalty: 3166.730957
	Iteration 28Q: 3 clusters Score -2591987 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2592028.750000 Penalty: 3166.730957
	Iteration 29Q: 3 clusters Score -2592029 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2592083.500000 Penalty: 3166.730957
	Iteration 30Q: 3 clusters Score -2592084 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2592139.000000 Penalty: 3166.730957
	Iteration 31Q: 3 clusters Score -2592139 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2592178.750000 Penalty: 3166.730957
	Iteration 32Q: 3 clusters Score -2592179 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2592222.000000 Penalty: 3166.730957
	Iteration 33Q: 3 clusters Score -2592222 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2592240.750000 Penalty: 3166.730957
	Iteration 34Q: 3 clusters Score -2592241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2592266.500000 Penalty: 3166.730957
	Iteration 35Q: 3 clusters Score -2592266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2592287.750000 Penalty: 3166.730957
	Iteration 36Q: 3 clusters Score -2592288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2592309.000000 Penalty: 3166.730957
	Iteration 37Q: 3 clusters Score -2592309 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2592330.500000 Penalty: 3166.730957
	Iteration 38Q: 3 clusters Score -2592330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2592346.000000 Penalty: 3166.730957
	Iteration 39Q: 3 clusters Score -2592346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2592357.000000 Penalty: 3166.730957
	Iteration 40F: 3 clusters Score -2592357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2592367.000000 Penalty: 3166.730957
	Iteration 41Q: 3 clusters Score -2592367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2592380.000000 Penalty: 3166.730957
	Iteration 42Q: 3 clusters Score -2592380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2592391.500000 Penalty: 3166.730957
	Iteration 43Q: 3 clusters Score -2592392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2592407.000000 Penalty: 3166.730957
	Iteration 44Q: 3 clusters Score -2592407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2592422.000000 Penalty: 3166.730957
	Iteration 45Q: 3 clusters Score -2592422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2592427.500000 Penalty: 3166.730957
	Iteration 46Q: 3 clusters Score -2592428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2592436.000000 Penalty: 3166.730957
	Iteration 47Q: 3 clusters Score -2592436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2592450.500000 Penalty: 3166.730957
	Iteration 48Q: 3 clusters Score -2592450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2592450.250000 Penalty: 3166.730957
	Iteration 49Q: 3 clusters Score -2592450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2592460.000000 Penalty: 3166.730957
	Iteration 50Q: 3 clusters Score -2592460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2592467.500000 Penalty: 3166.730957
	Iteration 51Q: 3 clusters Score -2592468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2592476.000000 Penalty: 3166.730957
	Iteration 52Q: 3 clusters Score -2592476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2592477.500000 Penalty: 3166.730957
	Iteration 53Q: 3 clusters Score -2592478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2592480.250000 Penalty: 3166.730957
	Iteration 54Q: 3 clusters Score -2592480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2592475.750000 Penalty: 3166.730957
	Iteration 55Q: 3 clusters Score -2592476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2592479.500000 Penalty: 3166.730957
	Iteration 56Q: 3 clusters Score -2592480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2592482.000000 Penalty: 3166.730957
	Iteration 57Q: 3 clusters Score -2592482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2592479.000000 Penalty: 3166.730957
	Iteration 58Q: 3 clusters Score -2592479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2592480.250000 Penalty: 3166.730957
	Iteration 59Q: 3 clusters Score -2592480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2592480.250000 Penalty: 3166.730957
	Iteration 60F: 3 clusters Score -2592480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -230491.359375 Penalty: 1210.826782
	Iteration 0F: 2 clusters Score -230491.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -228604.875000 Penalty: 2421.653564
	Iteration 0F: 3 clusters Score -228604.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -229159.265625 Penalty: 2421.653564
	Iteration 1F: 3 clusters Score -229159.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -229431.203125 Penalty: 2421.653564
	Iteration 2F: 3 clusters Score -229431.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -229663.046875 Penalty: 2421.653564
	Iteration 3F: 3 clusters Score -229663 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -229881.796875 Penalty: 2421.653564
	Iteration 4F: 3 clusters Score -229881.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -230026.953125 Penalty: 2421.653564
	Iteration 5F: 3 clusters Score -230027 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -230132.671875 Penalty: 2421.653564
	Iteration 6Q: 3 clusters Score -230132.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -230227.156250 Penalty: 2421.653564
	Iteration 7Q: 3 clusters Score -230227.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -230299.593750 Penalty: 2421.653564
	Iteration 8Q: 3 clusters Score -230299.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -230337.843750 Penalty: 2421.653564
	Iteration 9Q: 3 clusters Score -230337.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -230359.546875 Penalty: 2421.653564
	Iteration 10Q: 3 clusters Score -230359.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -230365.671875 Penalty: 2421.653564
	Iteration 11Q: 3 clusters Score -230365.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -230367.984375 Penalty: 2421.653564
	Iteration 12Q: 3 clusters Score -230368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -230370.125000 Penalty: 2421.653564
	Iteration 13Q: 3 clusters Score -230370.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -230371.593750 Penalty: 2421.653564
	Iteration 14Q: 3 clusters Score -230371.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -230375.359375 Penalty: 2421.653564
	Iteration 15Q: 3 clusters Score -230375.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -230377.546875 Penalty: 2421.653564
	Iteration 16Q: 3 clusters Score -230377.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -230380.515625 Penalty: 2421.653564
	Iteration 17Q: 3 clusters Score -230380.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -230382.593750 Penalty: 2421.653564
	Iteration 18Q: 3 clusters Score -230382.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -230382.906250 Penalty: 2421.653564
	Iteration 19Q: 3 clusters Score -230382.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -230383.250000 Penalty: 2421.653564
	Iteration 20F: 3 clusters Score -230383.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -230384.203125 Penalty: 2421.653564
	Iteration 21Q: 3 clusters Score -230384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -230385.218750 Penalty: 2421.653564
	Iteration 22Q: 3 clusters Score -230385.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -230386.671875 Penalty: 2421.653564
	Iteration 23Q: 3 clusters Score -230386.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -230387.937500 Penalty: 2421.653564
	Iteration 24Q: 3 clusters Score -230387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -230388.687500 Penalty: 2421.653564
	Iteration 25Q: 3 clusters Score -230388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -230388.937500 Penalty: 2421.653564
	Iteration 26Q: 3 clusters Score -230388.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -230388.937500 Penalty: 2421.653564
	Iteration 27F: 3 clusters Score -230388.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Entering Unmasked Estep 
Score: -543339.250000 Penalty: 1343.251831
	Iteration 0F: 2 clusters Score -543339.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -540068.062500 Penalty: 2686.503662
	Iteration 0F: 3 clusters Score -540068.1 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -540972.187500 Penalty: 2686.503662
	Iteration 1F: 3 clusters Score -540972.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -541208.250000 Penalty: 2686.503662
	Iteration 2F: 3 clusters Score -541208.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -541404.437500 Penalty: 2686.503662
	Iteration 3F: 3 clusters Score -541404.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -541599.750000 Penalty: 2686.503662
	Iteration 4F: 3 clusters Score -541599.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -541799.812500 Penalty: 2686.503662
	Iteration 5F: 3 clusters Score -541799.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -542012.562500 Penalty: 2686.503662
	Iteration 6F: 3 clusters Score -542012.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -542229.562500 Penalty: 2686.503662
	Iteration 7F: 3 clusters Score -542229.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -542449.125000 Penalty: 2686.503662
	Iteration 8F: 3 clusters Score -542449.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -542630.625000 Penalty: 2686.503662
	Iteration 9Q: 3 clusters Score -542630.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -542785.312500 Penalty: 2686.503662
	Iteration 10Q: 3 clusters Score -542785.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -542885.812500 Penalty: 2686.503662
	Iteration 11Q: 3 clusters Score -542885.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -542967.562500 Penalty: 2686.503662
	Iteration 12Q: 3 clusters Score -542967.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -543031.062500 Penalty: 2686.503662
	Iteration 13Q: 3 clusters Score -543031.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -543062.187500 Penalty: 2686.503662
	Iteration 14Q: 3 clusters Score -543062.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -543072.875000 Penalty: 2686.503662
	Iteration 15Q: 3 clusters Score -543072.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -543078.875000 Penalty: 2686.503662
	Iteration 16Q: 3 clusters Score -543078.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -543082.750000 Penalty: 2686.503662
	Iteration 17Q: 3 clusters Score -543082.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -543083.812500 Penalty: 2686.503662
	Iteration 18Q: 3 clusters Score -543083.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -543083.250000 Penalty: 2686.503662
	Iteration 19Q: 3 clusters Score -543083.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -543083.250000 Penalty: 2686.503662
	Iteration 20F: 3 clusters Score -543083.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -224856.593750 Penalty: 1223.528564
	Iteration 0F: 2 clusters Score -224856.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -222895.328125 Penalty: 2447.057129
	Iteration 0F: 3 clusters Score -222895.3 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -223439.187500 Penalty: 2447.057129
	Iteration 1F: 3 clusters Score -223439.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -223631.437500 Penalty: 2447.057129
	Iteration 2F: 3 clusters Score -223631.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -223753.218750 Penalty: 2447.057129
	Iteration 3F: 3 clusters Score -223753.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -223871.812500 Penalty: 2447.057129
	Iteration 4Q: 3 clusters Score -223871.8 nChanged 87
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: -223971.265625 Penalty: 2447.057129
	Iteration 5Q: 3 clusters Score -223971.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -224049.343750 Penalty: 2447.057129
	Iteration 6Q: 3 clusters Score -224049.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -224142.890625 Penalty: 2447.057129
	Iteration 7Q: 3 clusters Score -224142.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -224228.640625 Penalty: 2447.057129
	Iteration 8Q: 3 clusters Score -224228.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -224279.375000 Penalty: 2447.057129
	Iteration 9Q: 3 clusters Score -224279.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -224315.953125 Penalty: 2447.057129
	Iteration 10Q: 3 clusters Score -224316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -224337.078125 Penalty: 2447.057129
	Iteration 11Q: 3 clusters Score -224337.1 nChanged 25
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: -224354.453125 Penalty: 2447.057129
	Iteration 12Q: 3 clusters Score -224354.5 nChanged 17
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: -224364.218750 Penalty: 2447.057129
	Iteration 13Q: 3 clusters Score -224364.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -224371.906250 Penalty: 2447.057129
	Iteration 14Q: 3 clusters Score -224371.9 nChanged 9
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: -224376.890625 Penalty: 2447.057129
	Iteration 15Q: 3 clusters Score -224376.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -224380.406250 Penalty: 2447.057129
	Iteration 16Q: 3 clusters Score -224380.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -224383.718750 Penalty: 2447.057129
	Iteration 17Q: 3 clusters Score -224383.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -224388.328125 Penalty: 2447.057129
	Iteration 18Q: 3 clusters Score -224388.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -224394.656250 Penalty: 2447.057129
	Iteration 19Q: 3 clusters Score -224394.7 nChanged 6
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: -224398.078125 Penalty: 2447.057129
	Iteration 20F: 3 clusters Score -224398.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -224400.312500 Penalty: 2447.057129
	Iteration 21Q: 3 clusters Score -224400.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -224401.921875 Penalty: 2447.057129
	Iteration 22Q: 3 clusters Score -224401.9 nChanged 5
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: -224403.468750 Penalty: 2447.057129
	Iteration 23Q: 3 clusters Score -224403.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -224404.062500 Penalty: 2447.057129
	Iteration 24Q: 3 clusters Score -224404.1 nChanged 1
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: -224405.250000 Penalty: 2447.057129
	Iteration 25Q: 3 clusters Score -224405.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -224406.703125 Penalty: 2447.057129
	Iteration 26Q: 3 clusters Score -224406.7 nChanged 1
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: -224406.796875 Penalty: 2447.057129
	Iteration 27Q: 3 clusters Score -224406.8 nChanged 0
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: -224406.796875 Penalty: 2447.057129
	Iteration 28F: 3 clusters Score -224406.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -179207.421875 Penalty: 1185.556885
	Iteration 0F: 2 clusters Score -179207.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -177554.781250 Penalty: 2371.113770
	Iteration 0F: 3 clusters Score -177554.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -178081.718750 Penalty: 2371.113770
	Iteration 1F: 3 clusters Score -178081.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -178342.140625 Penalty: 2371.113770
	Iteration 2F: 3 clusters Score -178342.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -178502.671875 Penalty: 2371.113770
	Iteration 3F: 3 clusters Score -178502.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -178599.437500 Penalty: 2371.113770
	Iteration 4F: 3 clusters Score -178599.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -178673.281250 Penalty: 2371.113770
	Iteration 5Q: 3 clusters Score -178673.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -178708.515625 Penalty: 2371.113770
	Iteration 6Q: 3 clusters Score -178708.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -178723.187500 Penalty: 2371.113770
	Iteration 7Q: 3 clusters Score -178723.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -178730.984375 Penalty: 2371.113770
	Iteration 8Q: 3 clusters Score -178731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -178733.468750 Penalty: 2371.113770
	Iteration 9Q: 3 clusters Score -178733.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -178736.546875 Penalty: 2371.113770
	Iteration 10Q: 3 clusters Score -178736.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -178738.625000 Penalty: 2371.113770
	Iteration 11Q: 3 clusters Score -178738.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -178740.843750 Penalty: 2371.113770
	Iteration 12Q: 3 clusters Score -178740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -178742.281250 Penalty: 2371.113770
	Iteration 13Q: 3 clusters Score -178742.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -178743.515625 Penalty: 2371.113770
	Iteration 14Q: 3 clusters Score -178743.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -178747.031250 Penalty: 2371.113770
	Iteration 15Q: 3 clusters Score -178747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -178749.234375 Penalty: 2371.113770
	Iteration 16Q: 3 clusters Score -178749.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -178750.218750 Penalty: 2371.113770
	Iteration 17Q: 3 clusters Score -178750.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -178750.687500 Penalty: 2371.113770
	Iteration 18Q: 3 clusters Score -178750.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -178750.687500 Penalty: 2371.113770
	Iteration 19F: 3 clusters Score -178750.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Entering Unmasked Estep 
Score: -3196763.750000 Penalty: 1616.352905
	Iteration 0F: 2 clusters Score -3196764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -3183994.500000 Penalty: 3232.705811
	Iteration 0F: 3 clusters Score -3183994 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -3189192.750000 Penalty: 3232.705811
	Iteration 1F: 3 clusters Score -3189193 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -3189547.000000 Penalty: 3232.705811
	Iteration 2F: 3 clusters Score -3189547 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3189921.750000 Penalty: 3232.705811
	Iteration 3Q: 3 clusters Score -3189922 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3190300.250000 Penalty: 3232.705811
	Iteration 4Q: 3 clusters Score -3190300 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -3190724.000000 Penalty: 3232.705811
	Iteration 5Q: 3 clusters Score -3190724 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -3191231.250000 Penalty: 3232.705811
	Iteration 6Q: 3 clusters Score -3191231 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -3191868.250000 Penalty: 3232.705811
	Iteration 7F: 3 clusters Score -3191868 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -3192527.000000 Penalty: 3232.705811
	Iteration 8F: 3 clusters Score -3192527 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -3193173.250000 Penalty: 3232.705811
	Iteration 9Q: 3 clusters Score -3193173 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -3193722.000000 Penalty: 3232.705811
	Iteration 10Q: 3 clusters Score -3193722 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3194186.000000 Penalty: 3232.705811
	Iteration 11Q: 3 clusters Score -3194186 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3194454.500000 Penalty: 3232.705811
	Iteration 12Q: 3 clusters Score -3194454 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3194629.000000 Penalty: 3232.705811
	Iteration 13Q: 3 clusters Score -3194629 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -3194735.250000 Penalty: 3232.705811
	Iteration 14Q: 3 clusters Score -3194735 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3194838.250000 Penalty: 3232.705811
	Iteration 15Q: 3 clusters Score -3194838 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3194897.750000 Penalty: 3232.705811
	Iteration 16Q: 3 clusters Score -3194898 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3194982.750000 Penalty: 3232.705811
	Iteration 17Q: 3 clusters Score -3194983 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3195023.250000 Penalty: 3232.705811
	Iteration 18Q: 3 clusters Score -3195023 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3195059.750000 Penalty: 3232.705811
	Iteration 19Q: 3 clusters Score -3195060 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -3195088.250000 Penalty: 3232.705811
	Iteration 20F: 3 clusters Score -3195088 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3195116.750000 Penalty: 3232.705811
	Iteration 21Q: 3 clusters Score -3195117 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3195120.500000 Penalty: 3232.705811
	Iteration 22Q: 3 clusters Score -3195120 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3195124.000000 Penalty: 3232.705811
	Iteration 23Q: 3 clusters Score -3195124 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3195150.750000 Penalty: 3232.705811
	Iteration 24Q: 3 clusters Score -3195151 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3195171.500000 Penalty: 3232.705811
	Iteration 25Q: 3 clusters Score -3195172 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3195182.750000 Penalty: 3232.705811
	Iteration 26Q: 3 clusters Score -3195183 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3195201.000000 Penalty: 3232.705811
	Iteration 27Q: 3 clusters Score -3195201 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3195205.750000 Penalty: 3232.705811
	Iteration 28Q: 3 clusters Score -3195206 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3195218.250000 Penalty: 3232.705811
	Iteration 29Q: 3 clusters Score -3195218 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3195224.750000 Penalty: 3232.705811
	Iteration 30Q: 3 clusters Score -3195225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3195236.750000 Penalty: 3232.705811
	Iteration 31Q: 3 clusters Score -3195237 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3195242.500000 Penalty: 3232.705811
	Iteration 32Q: 3 clusters Score -3195242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3195251.500000 Penalty: 3232.705811
	Iteration 33Q: 3 clusters Score -3195252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3195265.500000 Penalty: 3232.705811
	Iteration 34Q: 3 clusters Score -3195266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3195267.750000 Penalty: 3232.705811
	Iteration 35Q: 3 clusters Score -3195268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3195270.500000 Penalty: 3232.705811
	Iteration 36Q: 3 clusters Score -3195270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3195275.250000 Penalty: 3232.705811
	Iteration 37Q: 3 clusters Score -3195275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3195283.750000 Penalty: 3232.705811
	Iteration 38Q: 3 clusters Score -3195284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3195299.000000 Penalty: 3232.705811
	Iteration 39Q: 3 clusters Score -3195299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3195310.500000 Penalty: 3232.705811
	Iteration 40F: 3 clusters Score -3195310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3195315.500000 Penalty: 3232.705811
	Iteration 41Q: 3 clusters Score -3195316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3195316.250000 Penalty: 3232.705811
	Iteration 42Q: 3 clusters Score -3195316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3195337.500000 Penalty: 3232.705811
	Iteration 43Q: 3 clusters Score -3195338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3195337.250000 Penalty: 3232.705811
	Iteration 44Q: 3 clusters Score -3195337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3195332.250000 Penalty: 3232.705811
	Iteration 45Q: 3 clusters Score -3195332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3195337.000000 Penalty: 3232.705811
	Iteration 46Q: 3 clusters Score -3195337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3195340.000000 Penalty: 3232.705811
	Iteration 47Q: 3 clusters Score -3195340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3195340.500000 Penalty: 3232.705811
	Iteration 48Q: 3 clusters Score -3195340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3195339.000000 Penalty: 3232.705811
	Iteration 49Q: 3 clusters Score -3195339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3195343.250000 Penalty: 3232.705811
	Iteration 50Q: 3 clusters Score -3195343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3195351.750000 Penalty: 3232.705811
	Iteration 51Q: 3 clusters Score -3195352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3195356.250000 Penalty: 3232.705811
	Iteration 52Q: 3 clusters Score -3195356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3195364.750000 Penalty: 3232.705811
	Iteration 53Q: 3 clusters Score -3195365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3195372.250000 Penalty: 3232.705811
	Iteration 54Q: 3 clusters Score -3195372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3195376.750000 Penalty: 3232.705811
	Iteration 55Q: 3 clusters Score -3195377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3195375.000000 Penalty: 3232.705811
	Iteration 56Q: 3 clusters Score -3195375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3195380.500000 Penalty: 3232.705811
	Iteration 57Q: 3 clusters Score -3195380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3195389.000000 Penalty: 3232.705811
	Iteration 58Q: 3 clusters Score -3195389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3195390.000000 Penalty: 3232.705811
	Iteration 59Q: 3 clusters Score -3195390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3195392.250000 Penalty: 3232.705811
	Iteration 60F: 3 clusters Score -3195392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3195399.750000 Penalty: 3232.705811
	Iteration 61Q: 3 clusters Score -3195400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3195408.750000 Penalty: 3232.705811
	Iteration 62Q: 3 clusters Score -3195409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3195409.500000 Penalty: 3232.705811
	Iteration 63Q: 3 clusters Score -3195410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3195414.750000 Penalty: 3232.705811
	Iteration 64Q: 3 clusters Score -3195415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3195417.500000 Penalty: 3232.705811
	Iteration 65Q: 3 clusters Score -3195418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3195424.250000 Penalty: 3232.705811
	Iteration 66Q: 3 clusters Score -3195424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3195440.250000 Penalty: 3232.705811
	Iteration 67Q: 3 clusters Score -3195440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3195448.250000 Penalty: 3232.705811
	Iteration 68Q: 3 clusters Score -3195448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3195447.250000 Penalty: 3232.705811
	Iteration 69Q: 3 clusters Score -3195447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3195462.500000 Penalty: 3232.705811
	Iteration 70Q: 3 clusters Score -3195462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3195464.250000 Penalty: 3232.705811
	Iteration 71Q: 3 clusters Score -3195464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3195462.000000 Penalty: 3232.705811
	Iteration 72Q: 3 clusters Score -3195462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3195470.000000 Penalty: 3232.705811
	Iteration 73Q: 3 clusters Score -3195470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3195473.250000 Penalty: 3232.705811
	Iteration 74Q: 3 clusters Score -3195473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3195480.500000 Penalty: 3232.705811
	Iteration 75Q: 3 clusters Score -3195480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3195480.500000 Penalty: 3232.705811
	Iteration 76Q: 3 clusters Score -3195480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3195485.000000 Penalty: 3232.705811
	Iteration 77Q: 3 clusters Score -3195485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3195488.000000 Penalty: 3232.705811
	Iteration 78Q: 3 clusters Score -3195488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3195487.000000 Penalty: 3232.705811
	Iteration 79Q: 3 clusters Score -3195487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3195496.500000 Penalty: 3232.705811
	Iteration 80F: 3 clusters Score -3195496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3195498.250000 Penalty: 3232.705811
	Iteration 81Q: 3 clusters Score -3195498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3195499.000000 Penalty: 3232.705811
	Iteration 82Q: 3 clusters Score -3195499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3195504.000000 Penalty: 3232.705811
	Iteration 83Q: 3 clusters Score -3195504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3195507.500000 Penalty: 3232.705811
	Iteration 84Q: 3 clusters Score -3195508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3195506.000000 Penalty: 3232.705811
	Iteration 85Q: 3 clusters Score -3195506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3195504.500000 Penalty: 3232.705811
	Iteration 86Q: 3 clusters Score -3195504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3195502.500000 Penalty: 3232.705811
	Iteration 87Q: 3 clusters Score -3195502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3195506.000000 Penalty: 3232.705811
	Iteration 88Q: 3 clusters Score -3195506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3195503.250000 Penalty: 3232.705811
	Iteration 89Q: 3 clusters Score -3195503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3195504.500000 Penalty: 3232.705811
	Iteration 90Q: 3 clusters Score -3195504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3195510.000000 Penalty: 3232.705811
	Iteration 91Q: 3 clusters Score -3195510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3195507.500000 Penalty: 3232.705811
	Iteration 92Q: 3 clusters Score -3195508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3195512.250000 Penalty: 3232.705811
	Iteration 93Q: 3 clusters Score -3195512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3195505.500000 Penalty: 3232.705811
	Iteration 94Q: 3 clusters Score -3195506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3195504.000000 Penalty: 3232.705811
	Iteration 95Q: 3 clusters Score -3195504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3195505.500000 Penalty: 3232.705811
	Iteration 96Q: 3 clusters Score -3195506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3195505.500000 Penalty: 3232.705811
	Iteration 97F: 3 clusters Score -3195506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Entering Unmasked Estep 
Score: -561244.375000 Penalty: 1354.507568
	Iteration 0F: 2 clusters Score -561244.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -557809.062500 Penalty: 2709.015137
	Iteration 0F: 3 clusters Score -557809.1 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -558769.875000 Penalty: 2709.015137
	Iteration 1F: 3 clusters Score -558769.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -559035.187500 Penalty: 2709.015137
	Iteration 2F: 3 clusters Score -559035.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -559257.375000 Penalty: 2709.015137
	Iteration 3F: 3 clusters Score -559257.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -559467.062500 Penalty: 2709.015137
	Iteration 4F: 3 clusters Score -559467.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -559699.562500 Penalty: 2709.015137
	Iteration 5F: 3 clusters Score -559699.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -559940.812500 Penalty: 2709.015137
	Iteration 6F: 3 clusters Score -559940.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -560144.500000 Penalty: 2709.015137
	Iteration 7Q: 3 clusters Score -560144.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -560307.875000 Penalty: 2709.015137
	Iteration 8Q: 3 clusters Score -560307.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -560444.687500 Penalty: 2709.015137
	Iteration 9Q: 3 clusters Score -560444.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -560525.250000 Penalty: 2709.015137
	Iteration 10Q: 3 clusters Score -560525.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -560565.437500 Penalty: 2709.015137
	Iteration 11Q: 3 clusters Score -560565.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -560591.812500 Penalty: 2709.015137
	Iteration 12Q: 3 clusters Score -560591.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -560607.812500 Penalty: 2709.015137
	Iteration 13Q: 3 clusters Score -560607.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -560627.750000 Penalty: 2709.015137
	Iteration 14Q: 3 clusters Score -560627.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -560638.062500 Penalty: 2709.015137
	Iteration 15Q: 3 clusters Score -560638.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -560646.500000 Penalty: 2709.015137
	Iteration 16Q: 3 clusters Score -560646.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -560650.687500 Penalty: 2709.015137
	Iteration 17Q: 3 clusters Score -560650.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -560654.000000 Penalty: 2709.015137
	Iteration 18Q: 3 clusters Score -560654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -560659.625000 Penalty: 2709.015137
	Iteration 19Q: 3 clusters Score -560659.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -560664.937500 Penalty: 2709.015137
	Iteration 20F: 3 clusters Score -560664.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -560668.875000 Penalty: 2709.015137
	Iteration 21Q: 3 clusters Score -560668.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -560672.125000 Penalty: 2709.015137
	Iteration 22Q: 3 clusters Score -560672.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -560674.250000 Penalty: 2709.015137
	Iteration 23Q: 3 clusters Score -560674.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -560676.062500 Penalty: 2709.015137
	Iteration 24Q: 3 clusters Score -560676.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -560677.125000 Penalty: 2709.015137
	Iteration 25Q: 3 clusters Score -560677.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -560678.062500 Penalty: 2709.015137
	Iteration 26Q: 3 clusters Score -560678.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -560677.875000 Penalty: 2709.015137
	Iteration 27Q: 3 clusters Score -560677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -560680.437500 Penalty: 2709.015137
	Iteration 28Q: 3 clusters Score -560680.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -560681.875000 Penalty: 2709.015137
	Iteration 29Q: 3 clusters Score -560681.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -560682.875000 Penalty: 2709.015137
	Iteration 30Q: 3 clusters Score -560682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -560683.062500 Penalty: 2709.015137
	Iteration 31Q: 3 clusters Score -560683.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -560683.875000 Penalty: 2709.015137
	Iteration 32Q: 3 clusters Score -560683.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -560683.687500 Penalty: 2709.015137
	Iteration 33Q: 3 clusters Score -560683.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -560684.312500 Penalty: 2709.015137
	Iteration 34Q: 3 clusters Score -560684.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -560685.437500 Penalty: 2709.015137
	Iteration 35Q: 3 clusters Score -560685.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -560686.125000 Penalty: 2709.015137
	Iteration 36Q: 3 clusters Score -560686.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -560686.812500 Penalty: 2709.015137
	Iteration 37Q: 3 clusters Score -560686.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -560686.750000 Penalty: 2709.015137
	Iteration 38Q: 3 clusters Score -560686.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -560686.750000 Penalty: 2709.015137
	Iteration 39F: 3 clusters Score -560686.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -66167.476562 Penalty: 1010.522522
	Iteration 0F: 2 clusters Score -66167.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -65177.363281 Penalty: 2021.045044
	Iteration 0F: 3 clusters Score -65177.36 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -65403.199219 Penalty: 2021.045044
	Iteration 1F: 3 clusters Score -65403.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -65482.031250 Penalty: 2021.045044
	Iteration 2F: 3 clusters Score -65482.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65547.781250 Penalty: 2021.045044
	Iteration 3F: 3 clusters Score -65547.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65569.765625 Penalty: 2021.045044
	Iteration 4Q: 3 clusters Score -65569.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65584.468750 Penalty: 2021.045044
	Iteration 5Q: 3 clusters Score -65584.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65587.843750 Penalty: 2021.045044
	Iteration 6Q: 3 clusters Score -65587.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65592.765625 Penalty: 2021.045044
	Iteration 7Q: 3 clusters Score -65592.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65595.828125 Penalty: 2021.045044
	Iteration 8Q: 3 clusters Score -65595.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65602.593750 Penalty: 2021.045044
	Iteration 9Q: 3 clusters Score -65602.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -65605.078125 Penalty: 2021.045044
	Iteration 10Q: 3 clusters Score -65605.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65606.218750 Penalty: 2021.045044
	Iteration 11Q: 3 clusters Score -65606.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65617.976562 Penalty: 2021.045044
	Iteration 12Q: 3 clusters Score -65617.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65621.921875 Penalty: 2021.045044
	Iteration 13Q: 3 clusters Score -65621.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65640.984375 Penalty: 2021.045044
	Iteration 14Q: 3 clusters Score -65640.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65656.843750 Penalty: 2021.045044
	Iteration 15Q: 3 clusters Score -65656.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65688.414062 Penalty: 2021.045044
	Iteration 16Q: 3 clusters Score -65688.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65708.023438 Penalty: 2021.045044
	Iteration 17Q: 3 clusters Score -65708.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -65719.617188 Penalty: 2021.045044
	Iteration 18Q: 3 clusters Score -65719.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65733.281250 Penalty: 2021.045044
	Iteration 19Q: 3 clusters Score -65733.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65741.601562 Penalty: 2021.045044
	Iteration 20F: 3 clusters Score -65741.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65752.867188 Penalty: 2021.045044
	Iteration 21Q: 3 clusters Score -65752.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -65767.906250 Penalty: 2021.045044
	Iteration 22Q: 3 clusters Score -65767.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65790.015625 Penalty: 2021.045044
	Iteration 23Q: 3 clusters Score -65790.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65815.101562 Penalty: 2021.045044
	Iteration 24Q: 3 clusters Score -65815.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -65827.046875 Penalty: 2021.045044
	Iteration 25Q: 3 clusters Score -65827.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -65837.703125 Penalty: 2021.045044
	Iteration 26Q: 3 clusters Score -65837.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -65845.742188 Penalty: 2021.045044
	Iteration 27Q: 3 clusters Score -65845.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -65847.687500 Penalty: 2021.045044
	Iteration 28Q: 3 clusters Score -65847.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -65847.687500 Penalty: 2021.045044
	Iteration 29F: 3 clusters Score -65847.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Entering Unmasked Estep 
Score: -1155337.875000 Penalty: 1460.967041
	Iteration 0F: 2 clusters Score -1155338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1149434.625000 Penalty: 2921.934082
	Iteration 0F: 3 clusters Score -1149435 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1151398.375000 Penalty: 2921.934082
	Iteration 1F: 3 clusters Score -1151398 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1151818.000000 Penalty: 2921.934082
	Iteration 2F: 3 clusters Score -1151818 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1152233.125000 Penalty: 2921.934082
	Iteration 3F: 3 clusters Score -1152233 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1152574.125000 Penalty: 2921.934082
	Iteration 4F: 3 clusters Score -1152574 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1152776.625000 Penalty: 2921.934082
	Iteration 5F: 3 clusters Score -1152777 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1152910.125000 Penalty: 2921.934082
	Iteration 6Q: 3 clusters Score -1152910 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1153019.125000 Penalty: 2921.934082
	Iteration 7Q: 3 clusters Score -1153019 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1153095.000000 Penalty: 2921.934082
	Iteration 8Q: 3 clusters Score -1153095 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1153152.000000 Penalty: 2921.934082
	Iteration 9Q: 3 clusters Score -1153152 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1153201.250000 Penalty: 2921.934082
	Iteration 10Q: 3 clusters Score -1153201 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1153239.875000 Penalty: 2921.934082
	Iteration 11Q: 3 clusters Score -1153240 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1153278.750000 Penalty: 2921.934082
	Iteration 12Q: 3 clusters Score -1153279 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1153309.125000 Penalty: 2921.934082
	Iteration 13Q: 3 clusters Score -1153309 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1153339.625000 Penalty: 2921.934082
	Iteration 14Q: 3 clusters Score -1153340 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1153363.500000 Penalty: 2921.934082
	Iteration 15Q: 3 clusters Score -1153364 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1153388.250000 Penalty: 2921.934082
	Iteration 16Q: 3 clusters Score -1153388 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1153415.000000 Penalty: 2921.934082
	Iteration 17Q: 3 clusters Score -1153415 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1153442.375000 Penalty: 2921.934082
	Iteration 18Q: 3 clusters Score -1153442 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1153467.250000 Penalty: 2921.934082
	Iteration 19Q: 3 clusters Score -1153467 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1153487.625000 Penalty: 2921.934082
	Iteration 20F: 3 clusters Score -1153488 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1153508.625000 Penalty: 2921.934082
	Iteration 21Q: 3 clusters Score -1153509 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1153526.250000 Penalty: 2921.934082
	Iteration 22Q: 3 clusters Score -1153526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1153537.500000 Penalty: 2921.934082
	Iteration 23Q: 3 clusters Score -1153538 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1153553.750000 Penalty: 2921.934082
	Iteration 24Q: 3 clusters Score -1153554 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1153563.125000 Penalty: 2921.934082
	Iteration 25Q: 3 clusters Score -1153563 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1153581.750000 Penalty: 2921.934082
	Iteration 26Q: 3 clusters Score -1153582 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1153592.375000 Penalty: 2921.934082
	Iteration 27Q: 3 clusters Score -1153592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1153599.500000 Penalty: 2921.934082
	Iteration 28Q: 3 clusters Score -1153600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1153605.000000 Penalty: 2921.934082
	Iteration 29Q: 3 clusters Score -1153605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1153611.250000 Penalty: 2921.934082
	Iteration 30Q: 3 clusters Score -1153611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1153617.875000 Penalty: 2921.934082
	Iteration 31Q: 3 clusters Score -1153618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1153627.500000 Penalty: 2921.934082
	Iteration 32Q: 3 clusters Score -1153628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1153633.500000 Penalty: 2921.934082
	Iteration 33Q: 3 clusters Score -1153634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1153642.375000 Penalty: 2921.934082
	Iteration 34Q: 3 clusters Score -1153642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1153650.375000 Penalty: 2921.934082
	Iteration 35Q: 3 clusters Score -1153650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1153664.625000 Penalty: 2921.934082
	Iteration 36Q: 3 clusters Score -1153665 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1153679.375000 Penalty: 2921.934082
	Iteration 37Q: 3 clusters Score -1153679 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1153698.250000 Penalty: 2921.934082
	Iteration 38Q: 3 clusters Score -1153698 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1153715.000000 Penalty: 2921.934082
	Iteration 39Q: 3 clusters Score -1153715 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1153743.000000 Penalty: 2921.934082
	Iteration 40F: 3 clusters Score -1153743 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1153767.250000 Penalty: 2921.934082
	Iteration 41Q: 3 clusters Score -1153767 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1153790.750000 Penalty: 2921.934082
	Iteration 42Q: 3 clusters Score -1153791 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1153813.000000 Penalty: 2921.934082
	Iteration 43Q: 3 clusters Score -1153813 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1153848.000000 Penalty: 2921.934082
	Iteration 44Q: 3 clusters Score -1153848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1153884.375000 Penalty: 2921.934082
	Iteration 45Q: 3 clusters Score -1153884 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1153921.125000 Penalty: 2921.934082
	Iteration 46Q: 3 clusters Score -1153921 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1153963.250000 Penalty: 2921.934082
	Iteration 47Q: 3 clusters Score -1153963 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1154004.000000 Penalty: 2921.934082
	Iteration 48Q: 3 clusters Score -1154004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1154029.500000 Penalty: 2921.934082
	Iteration 49Q: 3 clusters Score -1154030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1154054.750000 Penalty: 2921.934082
	Iteration 50Q: 3 clusters Score -1154055 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1154080.250000 Penalty: 2921.934082
	Iteration 51Q: 3 clusters Score -1154080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1154107.500000 Penalty: 2921.934082
	Iteration 52Q: 3 clusters Score -1154108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1154126.375000 Penalty: 2921.934082
	Iteration 53Q: 3 clusters Score -1154126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1154140.875000 Penalty: 2921.934082
	Iteration 54Q: 3 clusters Score -1154141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1154147.000000 Penalty: 2921.934082
	Iteration 55Q: 3 clusters Score -1154147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1154161.125000 Penalty: 2921.934082
	Iteration 56Q: 3 clusters Score -1154161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1154166.250000 Penalty: 2921.934082
	Iteration 57Q: 3 clusters Score -1154166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1154173.250000 Penalty: 2921.934082
	Iteration 58Q: 3 clusters Score -1154173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1154175.875000 Penalty: 2921.934082
	Iteration 59Q: 3 clusters Score -1154176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1154178.625000 Penalty: 2921.934082
	Iteration 60F: 3 clusters Score -1154179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1154188.625000 Penalty: 2921.934082
	Iteration 61Q: 3 clusters Score -1154189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1154200.500000 Penalty: 2921.934082
	Iteration 62Q: 3 clusters Score -1154200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1154209.625000 Penalty: 2921.934082
	Iteration 63Q: 3 clusters Score -1154210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1154213.625000 Penalty: 2921.934082
	Iteration 64Q: 3 clusters Score -1154214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1154220.000000 Penalty: 2921.934082
	Iteration 65Q: 3 clusters Score -1154220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1154224.875000 Penalty: 2921.934082
	Iteration 66Q: 3 clusters Score -1154225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1154233.750000 Penalty: 2921.934082
	Iteration 67Q: 3 clusters Score -1154234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1154236.125000 Penalty: 2921.934082
	Iteration 68Q: 3 clusters Score -1154236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1154245.375000 Penalty: 2921.934082
	Iteration 69Q: 3 clusters Score -1154245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1154250.750000 Penalty: 2921.934082
	Iteration 70Q: 3 clusters Score -1154251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1154258.750000 Penalty: 2921.934082
	Iteration 71Q: 3 clusters Score -1154259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1154270.375000 Penalty: 2921.934082
	Iteration 72Q: 3 clusters Score -1154270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1154286.000000 Penalty: 2921.934082
	Iteration 73Q: 3 clusters Score -1154286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1154299.250000 Penalty: 2921.934082
	Iteration 74Q: 3 clusters Score -1154299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1154306.000000 Penalty: 2921.934082
	Iteration 75Q: 3 clusters Score -1154306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1154309.125000 Penalty: 2921.934082
	Iteration 76Q: 3 clusters Score -1154309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1154310.000000 Penalty: 2921.934082
	Iteration 77Q: 3 clusters Score -1154310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1154313.250000 Penalty: 2921.934082
	Iteration 78Q: 3 clusters Score -1154313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1154315.500000 Penalty: 2921.934082
	Iteration 79Q: 3 clusters Score -1154316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1154315.125000 Penalty: 2921.934082
	Iteration 80F: 3 clusters Score -1154315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1154320.750000 Penalty: 2921.934082
	Iteration 81Q: 3 clusters Score -1154321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1154321.000000 Penalty: 2921.934082
	Iteration 82Q: 3 clusters Score -1154321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1154321.000000 Penalty: 2921.934082
	Iteration 83F: 3 clusters Score -1154321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Entering Unmasked Estep 
Score: -1871273.125000 Penalty: 1543.424561
	Iteration 0F: 2 clusters Score -1871273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1862000.000000 Penalty: 3086.849121
	Iteration 0F: 3 clusters Score -1862000 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1865256.125000 Penalty: 3086.849121
	Iteration 1F: 3 clusters Score -1865256 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1865567.750000 Penalty: 3086.849121
	Iteration 2F: 3 clusters Score -1865568 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1865886.250000 Penalty: 3086.849121
	Iteration 3F: 3 clusters Score -1865886 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1866191.250000 Penalty: 3086.849121
	Iteration 4F: 3 clusters Score -1866191 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1866524.875000 Penalty: 3086.849121
	Iteration 5Q: 3 clusters Score -1866525 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1866860.125000 Penalty: 3086.849121
	Iteration 6Q: 3 clusters Score -1866860 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1867293.000000 Penalty: 3086.849121
	Iteration 7F: 3 clusters Score -1867293 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1867791.750000 Penalty: 3086.849121
	Iteration 8F: 3 clusters Score -1867792 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1868319.125000 Penalty: 3086.849121
	Iteration 9F: 3 clusters Score -1868319 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1868852.750000 Penalty: 3086.849121
	Iteration 10F: 3 clusters Score -1868853 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1869231.750000 Penalty: 3086.849121
	Iteration 11Q: 3 clusters Score -1869232 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1869494.125000 Penalty: 3086.849121
	Iteration 12Q: 3 clusters Score -1869494 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1869645.125000 Penalty: 3086.849121
	Iteration 13Q: 3 clusters Score -1869645 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1869750.750000 Penalty: 3086.849121
	Iteration 14Q: 3 clusters Score -1869751 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1869822.500000 Penalty: 3086.849121
	Iteration 15Q: 3 clusters Score -1869822 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1869891.500000 Penalty: 3086.849121
	Iteration 16Q: 3 clusters Score -1869892 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1869939.250000 Penalty: 3086.849121
	Iteration 17Q: 3 clusters Score -1869939 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1869981.750000 Penalty: 3086.849121
	Iteration 18Q: 3 clusters Score -1869982 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1870020.125000 Penalty: 3086.849121
	Iteration 19Q: 3 clusters Score -1870020 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1870047.875000 Penalty: 3086.849121
	Iteration 20F: 3 clusters Score -1870048 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1870082.750000 Penalty: 3086.849121
	Iteration 21Q: 3 clusters Score -1870083 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1870113.000000 Penalty: 3086.849121
	Iteration 22Q: 3 clusters Score -1870113 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1870133.375000 Penalty: 3086.849121
	Iteration 23Q: 3 clusters Score -1870133 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1870154.125000 Penalty: 3086.849121
	Iteration 24Q: 3 clusters Score -1870154 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1870172.375000 Penalty: 3086.849121
	Iteration 25Q: 3 clusters Score -1870172 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1870183.125000 Penalty: 3086.849121
	Iteration 26Q: 3 clusters Score -1870183 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1870193.750000 Penalty: 3086.849121
	Iteration 27Q: 3 clusters Score -1870194 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1870208.125000 Penalty: 3086.849121
	Iteration 28Q: 3 clusters Score -1870208 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1870218.500000 Penalty: 3086.849121
	Iteration 29Q: 3 clusters Score -1870218 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1870233.500000 Penalty: 3086.849121
	Iteration 30Q: 3 clusters Score -1870234 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1870243.000000 Penalty: 3086.849121
	Iteration 31Q: 3 clusters Score -1870243 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1870243.000000 Penalty: 3086.849121
	Iteration 32Q: 3 clusters Score -1870243 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1870251.875000 Penalty: 3086.849121
	Iteration 33Q: 3 clusters Score -1870252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1870261.250000 Penalty: 3086.849121
	Iteration 34Q: 3 clusters Score -1870261 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1870267.750000 Penalty: 3086.849121
	Iteration 35Q: 3 clusters Score -1870268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1870277.625000 Penalty: 3086.849121
	Iteration 36Q: 3 clusters Score -1870278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1870280.875000 Penalty: 3086.849121
	Iteration 37Q: 3 clusters Score -1870281 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1870290.625000 Penalty: 3086.849121
	Iteration 38Q: 3 clusters Score -1870291 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1870294.250000 Penalty: 3086.849121
	Iteration 39Q: 3 clusters Score -1870294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1870294.750000 Penalty: 3086.849121
	Iteration 40F: 3 clusters Score -1870295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1870299.125000 Penalty: 3086.849121
	Iteration 41Q: 3 clusters Score -1870299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1870300.375000 Penalty: 3086.849121
	Iteration 42Q: 3 clusters Score -1870300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1870306.125000 Penalty: 3086.849121
	Iteration 43Q: 3 clusters Score -1870306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1870309.750000 Penalty: 3086.849121
	Iteration 44Q: 3 clusters Score -1870310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1870308.000000 Penalty: 3086.849121
	Iteration 45Q: 3 clusters Score -1870308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1870314.500000 Penalty: 3086.849121
	Iteration 46Q: 3 clusters Score -1870314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1870317.000000 Penalty: 3086.849121
	Iteration 47Q: 3 clusters Score -1870317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1870317.250000 Penalty: 3086.849121
	Iteration 48Q: 3 clusters Score -1870317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1870319.250000 Penalty: 3086.849121
	Iteration 49Q: 3 clusters Score -1870319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1870325.625000 Penalty: 3086.849121
	Iteration 50Q: 3 clusters Score -1870326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1870324.125000 Penalty: 3086.849121
	Iteration 51Q: 3 clusters Score -1870324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1870323.625000 Penalty: 3086.849121
	Iteration 52Q: 3 clusters Score -1870324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1870330.875000 Penalty: 3086.849121
	Iteration 53Q: 3 clusters Score -1870331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1870332.250000 Penalty: 3086.849121
	Iteration 54Q: 3 clusters Score -1870332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1870333.375000 Penalty: 3086.849121
	Iteration 55Q: 3 clusters Score -1870333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1870337.625000 Penalty: 3086.849121
	Iteration 56Q: 3 clusters Score -1870338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1870336.875000 Penalty: 3086.849121
	Iteration 57Q: 3 clusters Score -1870337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1870337.000000 Penalty: 3086.849121
	Iteration 58Q: 3 clusters Score -1870337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1870338.625000 Penalty: 3086.849121
	Iteration 59Q: 3 clusters Score -1870339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1870340.375000 Penalty: 3086.849121
	Iteration 60F: 3 clusters Score -1870340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1870343.875000 Penalty: 3086.849121
	Iteration 61Q: 3 clusters Score -1870344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1870345.125000 Penalty: 3086.849121
	Iteration 62Q: 3 clusters Score -1870345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1870344.750000 Penalty: 3086.849121
	Iteration 63Q: 3 clusters Score -1870345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1870345.375000 Penalty: 3086.849121
	Iteration 64Q: 3 clusters Score -1870345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1870346.375000 Penalty: 3086.849121
	Iteration 65Q: 3 clusters Score -1870346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1870345.750000 Penalty: 3086.849121
	Iteration 66Q: 3 clusters Score -1870346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1870347.500000 Penalty: 3086.849121
	Iteration 67Q: 3 clusters Score -1870348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1870348.000000 Penalty: 3086.849121
	Iteration 68Q: 3 clusters Score -1870348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1870348.625000 Penalty: 3086.849121
	Iteration 69Q: 3 clusters Score -1870349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1870347.250000 Penalty: 3086.849121
	Iteration 70Q: 3 clusters Score -1870347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1870347.875000 Penalty: 3086.849121
	Iteration 71Q: 3 clusters Score -1870348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1870346.500000 Penalty: 3086.849121
	Iteration 72Q: 3 clusters Score -1870346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1870346.750000 Penalty: 3086.849121
	Iteration 73Q: 3 clusters Score -1870347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1870345.750000 Penalty: 3086.849121
	Iteration 74Q: 3 clusters Score -1870346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1870349.750000 Penalty: 3086.849121
	Iteration 75Q: 3 clusters Score -1870350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1870350.500000 Penalty: 3086.849121
	Iteration 76Q: 3 clusters Score -1870350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1870353.625000 Penalty: 3086.849121
	Iteration 77Q: 3 clusters Score -1870354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1870353.250000 Penalty: 3086.849121
	Iteration 78Q: 3 clusters Score -1870353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1870355.125000 Penalty: 3086.849121
	Iteration 79Q: 3 clusters Score -1870355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1870349.250000 Penalty: 3086.849121
	Iteration 80F: 3 clusters Score -1870349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1870352.125000 Penalty: 3086.849121
	Iteration 81Q: 3 clusters Score -1870352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1870350.375000 Penalty: 3086.849121
	Iteration 82Q: 3 clusters Score -1870350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1870350.750000 Penalty: 3086.849121
	Iteration 83Q: 3 clusters Score -1870351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1870349.875000 Penalty: 3086.849121
	Iteration 84Q: 3 clusters Score -1870350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1870351.875000 Penalty: 3086.849121
	Iteration 85Q: 3 clusters Score -1870352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1870351.875000 Penalty: 3086.849121
	Iteration 86F: 3 clusters Score -1870352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Entering Unmasked Estep 
Score: -1168416.375000 Penalty: 1462.056519
	Iteration 0F: 2 clusters Score -1168416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1162396.500000 Penalty: 2924.113037
	Iteration 0F: 3 clusters Score -1162396 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1164305.250000 Penalty: 2924.113037
	Iteration 1F: 3 clusters Score -1164305 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1164598.875000 Penalty: 2924.113037
	Iteration 2F: 3 clusters Score -1164599 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1164832.125000 Penalty: 2924.113037
	Iteration 3F: 3 clusters Score -1164832 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1164998.375000 Penalty: 2924.113037
	Iteration 4Q: 3 clusters Score -1164998 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1165141.625000 Penalty: 2924.113037
	Iteration 5Q: 3 clusters Score -1165142 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1165307.250000 Penalty: 2924.113037
	Iteration 6Q: 3 clusters Score -1165307 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1165508.500000 Penalty: 2924.113037
	Iteration 7Q: 3 clusters Score -1165508 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1165720.500000 Penalty: 2924.113037
	Iteration 8Q: 3 clusters Score -1165720 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1165929.125000 Penalty: 2924.113037
	Iteration 9Q: 3 clusters Score -1165929 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1166151.250000 Penalty: 2924.113037
	Iteration 10Q: 3 clusters Score -1166151 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1166318.000000 Penalty: 2924.113037
	Iteration 11Q: 3 clusters Score -1166318 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1166437.125000 Penalty: 2924.113037
	Iteration 12Q: 3 clusters Score -1166437 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1166540.875000 Penalty: 2924.113037
	Iteration 13Q: 3 clusters Score -1166541 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1166625.375000 Penalty: 2924.113037
	Iteration 14Q: 3 clusters Score -1166625 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1166696.250000 Penalty: 2924.113037
	Iteration 15Q: 3 clusters Score -1166696 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1166752.625000 Penalty: 2924.113037
	Iteration 16Q: 3 clusters Score -1166753 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1166806.750000 Penalty: 2924.113037
	Iteration 17Q: 3 clusters Score -1166807 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1166842.125000 Penalty: 2924.113037
	Iteration 18Q: 3 clusters Score -1166842 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1166872.500000 Penalty: 2924.113037
	Iteration 19Q: 3 clusters Score -1166872 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1166896.375000 Penalty: 2924.113037
	Iteration 20F: 3 clusters Score -1166896 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1166921.250000 Penalty: 2924.113037
	Iteration 21Q: 3 clusters Score -1166921 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1166946.750000 Penalty: 2924.113037
	Iteration 22Q: 3 clusters Score -1166947 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1166962.375000 Penalty: 2924.113037
	Iteration 23Q: 3 clusters Score -1166962 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1166984.875000 Penalty: 2924.113037
	Iteration 24Q: 3 clusters Score -1166985 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1167000.875000 Penalty: 2924.113037
	Iteration 25Q: 3 clusters Score -1167001 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1167022.500000 Penalty: 2924.113037
	Iteration 26Q: 3 clusters Score -1167022 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1167048.250000 Penalty: 2924.113037
	Iteration 27Q: 3 clusters Score -1167048 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1167071.250000 Penalty: 2924.113037
	Iteration 28Q: 3 clusters Score -1167071 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1167095.750000 Penalty: 2924.113037
	Iteration 29Q: 3 clusters Score -1167096 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1167116.000000 Penalty: 2924.113037
	Iteration 30Q: 3 clusters Score -1167116 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1167141.250000 Penalty: 2924.113037
	Iteration 31Q: 3 clusters Score -1167141 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1167163.000000 Penalty: 2924.113037
	Iteration 32Q: 3 clusters Score -1167163 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1167183.375000 Penalty: 2924.113037
	Iteration 33Q: 3 clusters Score -1167183 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1167204.000000 Penalty: 2924.113037
	Iteration 34Q: 3 clusters Score -1167204 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1167230.875000 Penalty: 2924.113037
	Iteration 35Q: 3 clusters Score -1167231 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1167256.375000 Penalty: 2924.113037
	Iteration 36Q: 3 clusters Score -1167256 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1167281.125000 Penalty: 2924.113037
	Iteration 37Q: 3 clusters Score -1167281 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1167305.750000 Penalty: 2924.113037
	Iteration 38Q: 3 clusters Score -1167306 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1167321.000000 Penalty: 2924.113037
	Iteration 39Q: 3 clusters Score -1167321 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1167348.000000 Penalty: 2924.113037
	Iteration 40F: 3 clusters Score -1167348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1167364.875000 Penalty: 2924.113037
	Iteration 41Q: 3 clusters Score -1167365 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1167379.000000 Penalty: 2924.113037
	Iteration 42Q: 3 clusters Score -1167379 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1167391.375000 Penalty: 2924.113037
	Iteration 43Q: 3 clusters Score -1167391 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1167419.125000 Penalty: 2924.113037
	Iteration 44Q: 3 clusters Score -1167419 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1167438.875000 Penalty: 2924.113037
	Iteration 45Q: 3 clusters Score -1167439 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1167461.625000 Penalty: 2924.113037
	Iteration 46Q: 3 clusters Score -1167462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1167479.375000 Penalty: 2924.113037
	Iteration 47Q: 3 clusters Score -1167479 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1167487.750000 Penalty: 2924.113037
	Iteration 48Q: 3 clusters Score -1167488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1167495.750000 Penalty: 2924.113037
	Iteration 49Q: 3 clusters Score -1167496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1167505.625000 Penalty: 2924.113037
	Iteration 50Q: 3 clusters Score -1167506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1167515.750000 Penalty: 2924.113037
	Iteration 51Q: 3 clusters Score -1167516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1167528.875000 Penalty: 2924.113037
	Iteration 52Q: 3 clusters Score -1167529 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1167538.125000 Penalty: 2924.113037
	Iteration 53Q: 3 clusters Score -1167538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1167547.375000 Penalty: 2924.113037
	Iteration 54Q: 3 clusters Score -1167547 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1167557.625000 Penalty: 2924.113037
	Iteration 55Q: 3 clusters Score -1167558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1167562.625000 Penalty: 2924.113037
	Iteration 56Q: 3 clusters Score -1167563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1167565.875000 Penalty: 2924.113037
	Iteration 57Q: 3 clusters Score -1167566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1167570.000000 Penalty: 2924.113037
	Iteration 58Q: 3 clusters Score -1167570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1167574.375000 Penalty: 2924.113037
	Iteration 59Q: 3 clusters Score -1167574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1167577.000000 Penalty: 2924.113037
	Iteration 60F: 3 clusters Score -1167577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1167580.125000 Penalty: 2924.113037
	Iteration 61Q: 3 clusters Score -1167580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1167582.750000 Penalty: 2924.113037
	Iteration 62Q: 3 clusters Score -1167583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1167583.125000 Penalty: 2924.113037
	Iteration 63Q: 3 clusters Score -1167583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1167586.750000 Penalty: 2924.113037
	Iteration 64Q: 3 clusters Score -1167587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1167590.250000 Penalty: 2924.113037
	Iteration 65Q: 3 clusters Score -1167590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1167593.000000 Penalty: 2924.113037
	Iteration 66Q: 3 clusters Score -1167593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1167598.875000 Penalty: 2924.113037
	Iteration 67Q: 3 clusters Score -1167599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1167597.250000 Penalty: 2924.113037
	Iteration 68Q: 3 clusters Score -1167597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1167600.000000 Penalty: 2924.113037
	Iteration 69Q: 3 clusters Score -1167600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1167599.125000 Penalty: 2924.113037
	Iteration 70Q: 3 clusters Score -1167599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1167604.875000 Penalty: 2924.113037
	Iteration 71Q: 3 clusters Score -1167605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1167607.000000 Penalty: 2924.113037
	Iteration 72Q: 3 clusters Score -1167607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1167609.500000 Penalty: 2924.113037
	Iteration 73Q: 3 clusters Score -1167610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1167609.500000 Penalty: 2924.113037
	Iteration 74Q: 3 clusters Score -1167610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1167610.875000 Penalty: 2924.113037
	Iteration 75Q: 3 clusters Score -1167611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1167608.750000 Penalty: 2924.113037
	Iteration 76Q: 3 clusters Score -1167609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1167612.250000 Penalty: 2924.113037
	Iteration 77Q: 3 clusters Score -1167612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1167610.500000 Penalty: 2924.113037
	Iteration 78Q: 3 clusters Score -1167610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1167610.125000 Penalty: 2924.113037
	Iteration 79Q: 3 clusters Score -1167610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1167610.125000 Penalty: 2924.113037
	Iteration 80F: 3 clusters Score -1167610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Entering Unmasked Estep 
Score: -1850604.500000 Penalty: 1533.369507
	Iteration 0F: 2 clusters Score -1850604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1841780.875000 Penalty: 3066.739014
	Iteration 0F: 3 clusters Score -1841781 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1844868.250000 Penalty: 3066.739014
	Iteration 1F: 3 clusters Score -1844868 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1845187.125000 Penalty: 3066.739014
	Iteration 2F: 3 clusters Score -1845187 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1845467.125000 Penalty: 3066.739014
	Iteration 3F: 3 clusters Score -1845467 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1845673.000000 Penalty: 3066.739014
	Iteration 4Q: 3 clusters Score -1845673 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1845823.375000 Penalty: 3066.739014
	Iteration 5Q: 3 clusters Score -1845823 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1845970.625000 Penalty: 3066.739014
	Iteration 6Q: 3 clusters Score -1845971 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1846135.625000 Penalty: 3066.739014
	Iteration 7Q: 3 clusters Score -1846136 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1846317.625000 Penalty: 3066.739014
	Iteration 8Q: 3 clusters Score -1846318 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1846524.500000 Penalty: 3066.739014
	Iteration 9Q: 3 clusters Score -1846524 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1846751.875000 Penalty: 3066.739014
	Iteration 10Q: 3 clusters Score -1846752 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1847007.375000 Penalty: 3066.739014
	Iteration 11Q: 3 clusters Score -1847007 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1847355.875000 Penalty: 3066.739014
	Iteration 12Q: 3 clusters Score -1847356 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1847738.000000 Penalty: 3066.739014
	Iteration 13Q: 3 clusters Score -1847738 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1848135.375000 Penalty: 3066.739014
	Iteration 14Q: 3 clusters Score -1848135 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1848462.750000 Penalty: 3066.739014
	Iteration 15Q: 3 clusters Score -1848463 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1848745.125000 Penalty: 3066.739014
	Iteration 16Q: 3 clusters Score -1848745 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1848996.875000 Penalty: 3066.739014
	Iteration 17Q: 3 clusters Score -1848997 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1849164.125000 Penalty: 3066.739014
	Iteration 18Q: 3 clusters Score -1849164 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1849259.000000 Penalty: 3066.739014
	Iteration 19Q: 3 clusters Score -1849259 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1849306.750000 Penalty: 3066.739014
	Iteration 20F: 3 clusters Score -1849307 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1849342.625000 Penalty: 3066.739014
	Iteration 21Q: 3 clusters Score -1849343 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1849376.250000 Penalty: 3066.739014
	Iteration 22Q: 3 clusters Score -1849376 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1849400.875000 Penalty: 3066.739014
	Iteration 23Q: 3 clusters Score -1849401 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1849407.500000 Penalty: 3066.739014
	Iteration 24Q: 3 clusters Score -1849408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1849415.375000 Penalty: 3066.739014
	Iteration 25Q: 3 clusters Score -1849415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1849418.125000 Penalty: 3066.739014
	Iteration 26Q: 3 clusters Score -1849418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1849422.500000 Penalty: 3066.739014
	Iteration 27Q: 3 clusters Score -1849422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1849423.625000 Penalty: 3066.739014
	Iteration 28Q: 3 clusters Score -1849424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1849425.375000 Penalty: 3066.739014
	Iteration 29Q: 3 clusters Score -1849425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1849423.750000 Penalty: 3066.739014
	Iteration 30Q: 3 clusters Score -1849424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1849421.750000 Penalty: 3066.739014
	Iteration 31Q: 3 clusters Score -1849422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1849424.375000 Penalty: 3066.739014
	Iteration 32Q: 3 clusters Score -1849424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1849424.125000 Penalty: 3066.739014
	Iteration 33Q: 3 clusters Score -1849424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1849426.500000 Penalty: 3066.739014
	Iteration 34Q: 3 clusters Score -1849426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1849432.750000 Penalty: 3066.739014
	Iteration 35Q: 3 clusters Score -1849433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1849433.750000 Penalty: 3066.739014
	Iteration 36Q: 3 clusters Score -1849434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1849434.375000 Penalty: 3066.739014
	Iteration 37Q: 3 clusters Score -1849434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1849432.625000 Penalty: 3066.739014
	Iteration 38Q: 3 clusters Score -1849433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1849431.125000 Penalty: 3066.739014
	Iteration 39Q: 3 clusters Score -1849431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1849430.000000 Penalty: 3066.739014
	Iteration 40F: 3 clusters Score -1849430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1849433.500000 Penalty: 3066.739014
	Iteration 41Q: 3 clusters Score -1849434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1849437.875000 Penalty: 3066.739014
	Iteration 42Q: 3 clusters Score -1849438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1849438.375000 Penalty: 3066.739014
	Iteration 43Q: 3 clusters Score -1849438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1849443.500000 Penalty: 3066.739014
	Iteration 44Q: 3 clusters Score -1849444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1849440.875000 Penalty: 3066.739014
	Iteration 45Q: 3 clusters Score -1849441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1849442.750000 Penalty: 3066.739014
	Iteration 46Q: 3 clusters Score -1849443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1849443.750000 Penalty: 3066.739014
	Iteration 47Q: 3 clusters Score -1849444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1849448.125000 Penalty: 3066.739014
	Iteration 48Q: 3 clusters Score -1849448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1849448.375000 Penalty: 3066.739014
	Iteration 49Q: 3 clusters Score -1849448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1849449.625000 Penalty: 3066.739014
	Iteration 50Q: 3 clusters Score -1849450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1849450.000000 Penalty: 3066.739014
	Iteration 51Q: 3 clusters Score -1849450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1849451.625000 Penalty: 3066.739014
	Iteration 52Q: 3 clusters Score -1849452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1849452.375000 Penalty: 3066.739014
	Iteration 53Q: 3 clusters Score -1849452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1849454.125000 Penalty: 3066.739014
	Iteration 54Q: 3 clusters Score -1849454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1849455.125000 Penalty: 3066.739014
	Iteration 55Q: 3 clusters Score -1849455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1849455.500000 Penalty: 3066.739014
	Iteration 56Q: 3 clusters Score -1849456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1849453.625000 Penalty: 3066.739014
	Iteration 57Q: 3 clusters Score -1849454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1849453.625000 Penalty: 3066.739014
	Iteration 58Q: 3 clusters Score -1849454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1849457.000000 Penalty: 3066.739014
	Iteration 59Q: 3 clusters Score -1849457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1849457.000000 Penalty: 3066.739014
	Iteration 60F: 3 clusters Score -1849457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -226965.812500 Penalty: 1204.672241
	Iteration 0F: 2 clusters Score -226965.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -225098.875000 Penalty: 2409.344482
	Iteration 0F: 3 clusters Score -225098.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -225517.000000 Penalty: 2409.344482
	Iteration 1F: 3 clusters Score -225517 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -225659.609375 Penalty: 2409.344482
	Iteration 2F: 3 clusters Score -225659.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -225792.390625 Penalty: 2409.344482
	Iteration 3F: 3 clusters Score -225792.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -225891.468750 Penalty: 2409.344482
	Iteration 4Q: 3 clusters Score -225891.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -225954.890625 Penalty: 2409.344482
	Iteration 5Q: 3 clusters Score -225954.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -226017.671875 Penalty: 2409.344482
	Iteration 6Q: 3 clusters Score -226017.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -226056.531250 Penalty: 2409.344482
	Iteration 7Q: 3 clusters Score -226056.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -226087.062500 Penalty: 2409.344482
	Iteration 8Q: 3 clusters Score -226087.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -226105.875000 Penalty: 2409.344482
	Iteration 9Q: 3 clusters Score -226105.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -226122.625000 Penalty: 2409.344482
	Iteration 10Q: 3 clusters Score -226122.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -226137.843750 Penalty: 2409.344482
	Iteration 11Q: 3 clusters Score -226137.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -226157.281250 Penalty: 2409.344482
	Iteration 12Q: 3 clusters Score -226157.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -226172.906250 Penalty: 2409.344482
	Iteration 13Q: 3 clusters Score -226172.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -226192.843750 Penalty: 2409.344482
	Iteration 14Q: 3 clusters Score -226192.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -226210.671875 Penalty: 2409.344482
	Iteration 15Q: 3 clusters Score -226210.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -226227.015625 Penalty: 2409.344482
	Iteration 16Q: 3 clusters Score -226227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -226244.968750 Penalty: 2409.344482
	Iteration 17Q: 3 clusters Score -226245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -226255.484375 Penalty: 2409.344482
	Iteration 18Q: 3 clusters Score -226255.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -226268.859375 Penalty: 2409.344482
	Iteration 19Q: 3 clusters Score -226268.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -226280.531250 Penalty: 2409.344482
	Iteration 20F: 3 clusters Score -226280.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -226292.703125 Penalty: 2409.344482
	Iteration 21Q: 3 clusters Score -226292.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -226300.390625 Penalty: 2409.344482
	Iteration 22Q: 3 clusters Score -226300.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -226307.046875 Penalty: 2409.344482
	Iteration 23Q: 3 clusters Score -226307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -226313.765625 Penalty: 2409.344482
	Iteration 24Q: 3 clusters Score -226313.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -226321.359375 Penalty: 2409.344482
	Iteration 25Q: 3 clusters Score -226321.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -226328.640625 Penalty: 2409.344482
	Iteration 26Q: 3 clusters Score -226328.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -226334.546875 Penalty: 2409.344482
	Iteration 27Q: 3 clusters Score -226334.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -226338.437500 Penalty: 2409.344482
	Iteration 28Q: 3 clusters Score -226338.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -226341.046875 Penalty: 2409.344482
	Iteration 29Q: 3 clusters Score -226341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -226345.468750 Penalty: 2409.344482
	Iteration 30Q: 3 clusters Score -226345.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -226349.734375 Penalty: 2409.344482
	Iteration 31Q: 3 clusters Score -226349.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -226353.156250 Penalty: 2409.344482
	Iteration 32Q: 3 clusters Score -226353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -226355.671875 Penalty: 2409.344482
	Iteration 33Q: 3 clusters Score -226355.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -226362.484375 Penalty: 2409.344482
	Iteration 34Q: 3 clusters Score -226362.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -226373.187500 Penalty: 2409.344482
	Iteration 35Q: 3 clusters Score -226373.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -226381.359375 Penalty: 2409.344482
	Iteration 36Q: 3 clusters Score -226381.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -226387.218750 Penalty: 2409.344482
	Iteration 37Q: 3 clusters Score -226387.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -226390.140625 Penalty: 2409.344482
	Iteration 38Q: 3 clusters Score -226390.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -226392.687500 Penalty: 2409.344482
	Iteration 39Q: 3 clusters Score -226392.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -226395.812500 Penalty: 2409.344482
	Iteration 40F: 3 clusters Score -226395.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -226397.421875 Penalty: 2409.344482
	Iteration 41Q: 3 clusters Score -226397.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -226397.640625 Penalty: 2409.344482
	Iteration 42Q: 3 clusters Score -226397.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -226398.203125 Penalty: 2409.344482
	Iteration 43Q: 3 clusters Score -226398.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -226398.203125 Penalty: 2409.344482
	Iteration 44F: 3 clusters Score -226398.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Entering Unmasked Estep 
Score: -1065673.750000 Penalty: 1447.904419
	Iteration 0F: 2 clusters Score -1065674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1060192.000000 Penalty: 2895.808838
	Iteration 0F: 3 clusters Score -1060192 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1062005.875000 Penalty: 2895.808838
	Iteration 1F: 3 clusters Score -1062006 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1062350.250000 Penalty: 2895.808838
	Iteration 2F: 3 clusters Score -1062350 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1062649.375000 Penalty: 2895.808838
	Iteration 3F: 3 clusters Score -1062649 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1062953.500000 Penalty: 2895.808838
	Iteration 4F: 3 clusters Score -1062954 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1063258.000000 Penalty: 2895.808838
	Iteration 5F: 3 clusters Score -1063258 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1063589.875000 Penalty: 2895.808838
	Iteration 6F: 3 clusters Score -1063590 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1063926.250000 Penalty: 2895.808838
	Iteration 7F: 3 clusters Score -1063926 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1064244.625000 Penalty: 2895.808838
	Iteration 8F: 3 clusters Score -1064245 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1064458.500000 Penalty: 2895.808838
	Iteration 9Q: 3 clusters Score -1064458 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1064595.625000 Penalty: 2895.808838
	Iteration 10Q: 3 clusters Score -1064596 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1064674.750000 Penalty: 2895.808838
	Iteration 11Q: 3 clusters Score -1064675 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1064724.000000 Penalty: 2895.808838
	Iteration 12Q: 3 clusters Score -1064724 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1064776.125000 Penalty: 2895.808838
	Iteration 13Q: 3 clusters Score -1064776 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1064832.875000 Penalty: 2895.808838
	Iteration 14Q: 3 clusters Score -1064833 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1064875.875000 Penalty: 2895.808838
	Iteration 15Q: 3 clusters Score -1064876 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1064917.250000 Penalty: 2895.808838
	Iteration 16Q: 3 clusters Score -1064917 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1064955.250000 Penalty: 2895.808838
	Iteration 17Q: 3 clusters Score -1064955 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1064976.625000 Penalty: 2895.808838
	Iteration 18Q: 3 clusters Score -1064977 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1064997.250000 Penalty: 2895.808838
	Iteration 19Q: 3 clusters Score -1064997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1065006.250000 Penalty: 2895.808838
	Iteration 20F: 3 clusters Score -1065006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1065015.500000 Penalty: 2895.808838
	Iteration 21Q: 3 clusters Score -1065016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1065022.000000 Penalty: 2895.808838
	Iteration 22Q: 3 clusters Score -1065022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1065026.625000 Penalty: 2895.808838
	Iteration 23Q: 3 clusters Score -1065027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1065034.000000 Penalty: 2895.808838
	Iteration 24Q: 3 clusters Score -1065034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1065038.500000 Penalty: 2895.808838
	Iteration 25Q: 3 clusters Score -1065038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1065043.000000 Penalty: 2895.808838
	Iteration 26Q: 3 clusters Score -1065043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1065044.500000 Penalty: 2895.808838
	Iteration 27Q: 3 clusters Score -1065044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1065052.125000 Penalty: 2895.808838
	Iteration 28Q: 3 clusters Score -1065052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1065059.500000 Penalty: 2895.808838
	Iteration 29Q: 3 clusters Score -1065060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1065064.875000 Penalty: 2895.808838
	Iteration 30Q: 3 clusters Score -1065065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1065069.000000 Penalty: 2895.808838
	Iteration 31Q: 3 clusters Score -1065069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1065076.250000 Penalty: 2895.808838
	Iteration 32Q: 3 clusters Score -1065076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1065088.750000 Penalty: 2895.808838
	Iteration 33Q: 3 clusters Score -1065089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1065096.375000 Penalty: 2895.808838
	Iteration 34Q: 3 clusters Score -1065096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1065098.500000 Penalty: 2895.808838
	Iteration 35Q: 3 clusters Score -1065098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1065102.125000 Penalty: 2895.808838
	Iteration 36Q: 3 clusters Score -1065102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1065104.375000 Penalty: 2895.808838
	Iteration 37Q: 3 clusters Score -1065104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1065103.500000 Penalty: 2895.808838
	Iteration 38Q: 3 clusters Score -1065104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1065105.375000 Penalty: 2895.808838
	Iteration 39Q: 3 clusters Score -1065105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1065105.875000 Penalty: 2895.808838
	Iteration 40F: 3 clusters Score -1065106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1065106.875000 Penalty: 2895.808838
	Iteration 41Q: 3 clusters Score -1065107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1065106.875000 Penalty: 2895.808838
	Iteration 42F: 3 clusters Score -1065107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Entering Unmasked Estep 
Score: -1241968.750000 Penalty: 1464.392334
	Iteration 0F: 2 clusters Score -1241969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1235911.375000 Penalty: 2928.784668
	Iteration 0F: 3 clusters Score -1235911 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1237764.500000 Penalty: 2928.784668
	Iteration 1F: 3 clusters Score -1237764 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1238017.625000 Penalty: 2928.784668
	Iteration 2F: 3 clusters Score -1238018 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1238217.500000 Penalty: 2928.784668
	Iteration 3F: 3 clusters Score -1238218 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1238406.375000 Penalty: 2928.784668
	Iteration 4Q: 3 clusters Score -1238406 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1238586.375000 Penalty: 2928.784668
	Iteration 5Q: 3 clusters Score -1238586 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1238753.875000 Penalty: 2928.784668
	Iteration 6Q: 3 clusters Score -1238754 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1238928.250000 Penalty: 2928.784668
	Iteration 7Q: 3 clusters Score -1238928 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1239135.500000 Penalty: 2928.784668
	Iteration 8Q: 3 clusters Score -1239136 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1239353.250000 Penalty: 2928.784668
	Iteration 9Q: 3 clusters Score -1239353 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1239598.375000 Penalty: 2928.784668
	Iteration 10Q: 3 clusters Score -1239598 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1239851.500000 Penalty: 2928.784668
	Iteration 11Q: 3 clusters Score -1239852 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1240060.875000 Penalty: 2928.784668
	Iteration 12Q: 3 clusters Score -1240061 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1240235.750000 Penalty: 2928.784668
	Iteration 13Q: 3 clusters Score -1240236 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1240377.500000 Penalty: 2928.784668
	Iteration 14Q: 3 clusters Score -1240378 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1240480.125000 Penalty: 2928.784668
	Iteration 15Q: 3 clusters Score -1240480 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1240549.500000 Penalty: 2928.784668
	Iteration 16Q: 3 clusters Score -1240550 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1240598.375000 Penalty: 2928.784668
	Iteration 17Q: 3 clusters Score -1240598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1240641.875000 Penalty: 2928.784668
	Iteration 18Q: 3 clusters Score -1240642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1240673.625000 Penalty: 2928.784668
	Iteration 19Q: 3 clusters Score -1240674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1240692.750000 Penalty: 2928.784668
	Iteration 20F: 3 clusters Score -1240693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1240701.375000 Penalty: 2928.784668
	Iteration 21Q: 3 clusters Score -1240701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1240705.625000 Penalty: 2928.784668
	Iteration 22Q: 3 clusters Score -1240706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1240714.750000 Penalty: 2928.784668
	Iteration 23Q: 3 clusters Score -1240715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1240718.625000 Penalty: 2928.784668
	Iteration 24Q: 3 clusters Score -1240719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1240723.625000 Penalty: 2928.784668
	Iteration 25Q: 3 clusters Score -1240724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1240726.250000 Penalty: 2928.784668
	Iteration 26Q: 3 clusters Score -1240726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1240730.625000 Penalty: 2928.784668
	Iteration 27Q: 3 clusters Score -1240731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1240731.500000 Penalty: 2928.784668
	Iteration 28Q: 3 clusters Score -1240732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1240733.750000 Penalty: 2928.784668
	Iteration 29Q: 3 clusters Score -1240734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1240734.375000 Penalty: 2928.784668
	Iteration 30Q: 3 clusters Score -1240734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1240734.375000 Penalty: 2928.784668
	Iteration 31F: 3 clusters Score -1240734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Entering Unmasked Estep 
Score: -474907.468750 Penalty: 1335.946655
	Iteration 0F: 2 clusters Score -474907.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -471805.531250 Penalty: 2671.893311
	Iteration 0F: 3 clusters Score -471805.5 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -472671.125000 Penalty: 2671.893311
	Iteration 1F: 3 clusters Score -472671.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -472870.156250 Penalty: 2671.893311
	Iteration 2F: 3 clusters Score -472870.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -473016.750000 Penalty: 2671.893311
	Iteration 3F: 3 clusters Score -473016.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -473142.718750 Penalty: 2671.893311
	Iteration 4Q: 3 clusters Score -473142.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -473286.093750 Penalty: 2671.893311
	Iteration 5Q: 3 clusters Score -473286.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -473464.875000 Penalty: 2671.893311
	Iteration 6Q: 3 clusters Score -473464.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -473652.968750 Penalty: 2671.893311
	Iteration 7F: 3 clusters Score -473653 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -473809.218750 Penalty: 2671.893311
	Iteration 8Q: 3 clusters Score -473809.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -473927.156250 Penalty: 2671.893311
	Iteration 9Q: 3 clusters Score -473927.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -474046.343750 Penalty: 2671.893311
	Iteration 10Q: 3 clusters Score -474046.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -474120.781250 Penalty: 2671.893311
	Iteration 11Q: 3 clusters Score -474120.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -474164.593750 Penalty: 2671.893311
	Iteration 12Q: 3 clusters Score -474164.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -474191.000000 Penalty: 2671.893311
	Iteration 13Q: 3 clusters Score -474191 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -474208.312500 Penalty: 2671.893311
	Iteration 14Q: 3 clusters Score -474208.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -474219.093750 Penalty: 2671.893311
	Iteration 15Q: 3 clusters Score -474219.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -474224.156250 Penalty: 2671.893311
	Iteration 16Q: 3 clusters Score -474224.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -474228.312500 Penalty: 2671.893311
	Iteration 17Q: 3 clusters Score -474228.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -474233.750000 Penalty: 2671.893311
	Iteration 18Q: 3 clusters Score -474233.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -474237.625000 Penalty: 2671.893311
	Iteration 19Q: 3 clusters Score -474237.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -474241.906250 Penalty: 2671.893311
	Iteration 20F: 3 clusters Score -474241.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -474244.093750 Penalty: 2671.893311
	Iteration 21Q: 3 clusters Score -474244.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -474245.062500 Penalty: 2671.893311
	Iteration 22Q: 3 clusters Score -474245.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -474247.812500 Penalty: 2671.893311
	Iteration 23Q: 3 clusters Score -474247.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -474250.437500 Penalty: 2671.893311
	Iteration 24Q: 3 clusters Score -474250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -474252.468750 Penalty: 2671.893311
	Iteration 25Q: 3 clusters Score -474252.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -474252.218750 Penalty: 2671.893311
	Iteration 26Q: 3 clusters Score -474252.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -474253.281250 Penalty: 2671.893311
	Iteration 27Q: 3 clusters Score -474253.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -474252.750000 Penalty: 2671.893311
	Iteration 28Q: 3 clusters Score -474252.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -474252.750000 Penalty: 2671.893311
	Iteration 29F: 3 clusters Score -474252.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Entering Unmasked Estep 
Score: -267896.375000 Penalty: 1233.677490
	Iteration 0F: 2 clusters Score -267896.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -265872.656250 Penalty: 2467.354980
	Iteration 0F: 3 clusters Score -265872.7 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -266511.312500 Penalty: 2467.354980
	Iteration 1F: 3 clusters Score -266511.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -266884.187500 Penalty: 2467.354980
	Iteration 2F: 3 clusters Score -266884.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -267192.375000 Penalty: 2467.354980
	Iteration 3F: 3 clusters Score -267192.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -267370.125000 Penalty: 2467.354980
	Iteration 4F: 3 clusters Score -267370.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -267467.562500 Penalty: 2467.354980
	Iteration 5Q: 3 clusters Score -267467.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -267527.437500 Penalty: 2467.354980
	Iteration 6Q: 3 clusters Score -267527.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -267570.250000 Penalty: 2467.354980
	Iteration 7Q: 3 clusters Score -267570.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -267589.406250 Penalty: 2467.354980
	Iteration 8Q: 3 clusters Score -267589.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -267602.468750 Penalty: 2467.354980
	Iteration 9Q: 3 clusters Score -267602.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -267609.906250 Penalty: 2467.354980
	Iteration 10Q: 3 clusters Score -267609.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -267613.718750 Penalty: 2467.354980
	Iteration 11Q: 3 clusters Score -267613.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -267614.937500 Penalty: 2467.354980
	Iteration 12Q: 3 clusters Score -267614.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -267614.937500 Penalty: 2467.354980
	Iteration 13F: 3 clusters Score -267614.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Entering Unmasked Estep 
Score: -414205.937500 Penalty: 1302.705322
	Iteration 0F: 2 clusters Score -414205.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -411419.656250 Penalty: 2605.410645
	Iteration 0F: 3 clusters Score -411419.7 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -412210.531250 Penalty: 2605.410645
	Iteration 1F: 3 clusters Score -412210.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -412638.875000 Penalty: 2605.410645
	Iteration 2F: 3 clusters Score -412638.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -413146.593750 Penalty: 2605.410645
	Iteration 3F: 3 clusters Score -413146.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -413557.468750 Penalty: 2605.410645
	Iteration 4F: 3 clusters Score -413557.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -413761.781250 Penalty: 2605.410645
	Iteration 5F: 3 clusters Score -413761.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -413856.468750 Penalty: 2605.410645
	Iteration 6Q: 3 clusters Score -413856.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -413889.406250 Penalty: 2605.410645
	Iteration 7Q: 3 clusters Score -413889.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -413903.843750 Penalty: 2605.410645
	Iteration 8Q: 3 clusters Score -413903.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -413916.156250 Penalty: 2605.410645
	Iteration 9Q: 3 clusters Score -413916.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -413921.125000 Penalty: 2605.410645
	Iteration 10Q: 3 clusters Score -413921.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -413925.531250 Penalty: 2605.410645
	Iteration 11Q: 3 clusters Score -413925.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -413926.750000 Penalty: 2605.410645
	Iteration 12Q: 3 clusters Score -413926.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -413927.656250 Penalty: 2605.410645
	Iteration 13Q: 3 clusters Score -413927.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -413928.250000 Penalty: 2605.410645
	Iteration 14Q: 3 clusters Score -413928.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -413929.375000 Penalty: 2605.410645
	Iteration 15Q: 3 clusters Score -413929.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -413929.500000 Penalty: 2605.410645
	Iteration 16Q: 3 clusters Score -413929.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -413929.500000 Penalty: 2605.410645
	Iteration 17F: 3 clusters Score -413929.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -221217.640625 Penalty: 1202.700073
	Iteration 0F: 2 clusters Score -221217.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -219344.781250 Penalty: 2405.400146
	Iteration 0F: 3 clusters Score -219344.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -219783.906250 Penalty: 2405.400146
	Iteration 1F: 3 clusters Score -219783.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -219983.000000 Penalty: 2405.400146
	Iteration 2F: 3 clusters Score -219983 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -220115.234375 Penalty: 2405.400146
	Iteration 3F: 3 clusters Score -220115.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -220202.671875 Penalty: 2405.400146
	Iteration 4Q: 3 clusters Score -220202.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -220259.953125 Penalty: 2405.400146
	Iteration 5Q: 3 clusters Score -220260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -220294.687500 Penalty: 2405.400146
	Iteration 6Q: 3 clusters Score -220294.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -220323.515625 Penalty: 2405.400146
	Iteration 7Q: 3 clusters Score -220323.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -220354.359375 Penalty: 2405.400146
	Iteration 8Q: 3 clusters Score -220354.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -220370.906250 Penalty: 2405.400146
	Iteration 9Q: 3 clusters Score -220370.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -220382.218750 Penalty: 2405.400146
	Iteration 10Q: 3 clusters Score -220382.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -220387.703125 Penalty: 2405.400146
	Iteration 11Q: 3 clusters Score -220387.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -220391.515625 Penalty: 2405.400146
	Iteration 12Q: 3 clusters Score -220391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -220391.593750 Penalty: 2405.400146
	Iteration 13Q: 3 clusters Score -220391.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -220393.796875 Penalty: 2405.400146
	Iteration 14Q: 3 clusters Score -220393.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -220396.968750 Penalty: 2405.400146
	Iteration 15Q: 3 clusters Score -220397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -220399.875000 Penalty: 2405.400146
	Iteration 16Q: 3 clusters Score -220399.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -220402.500000 Penalty: 2405.400146
	Iteration 17Q: 3 clusters Score -220402.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -220407.421875 Penalty: 2405.400146
	Iteration 18Q: 3 clusters Score -220407.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -220410.437500 Penalty: 2405.400146
	Iteration 19Q: 3 clusters Score -220410.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -220415.796875 Penalty: 2405.400146
	Iteration 20F: 3 clusters Score -220415.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -220417.578125 Penalty: 2405.400146
	Iteration 21Q: 3 clusters Score -220417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -220418.796875 Penalty: 2405.400146
	Iteration 22Q: 3 clusters Score -220418.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -220419.921875 Penalty: 2405.400146
	Iteration 23Q: 3 clusters Score -220419.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -220420.953125 Penalty: 2405.400146
	Iteration 24Q: 3 clusters Score -220421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -220422.500000 Penalty: 2405.400146
	Iteration 25Q: 3 clusters Score -220422.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -220423.937500 Penalty: 2405.400146
	Iteration 26Q: 3 clusters Score -220423.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -220425.328125 Penalty: 2405.400146
	Iteration 27Q: 3 clusters Score -220425.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -220427.750000 Penalty: 2405.400146
	Iteration 28Q: 3 clusters Score -220427.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -220429.234375 Penalty: 2405.400146
	Iteration 29Q: 3 clusters Score -220429.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -220429.578125 Penalty: 2405.400146
	Iteration 30Q: 3 clusters Score -220429.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -220429.703125 Penalty: 2405.400146
	Iteration 31Q: 3 clusters Score -220429.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -220429.703125 Penalty: 2405.400146
	Iteration 32F: 3 clusters Score -220429.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -73107.101562 Penalty: 1015.934387
	Iteration 0F: 2 clusters Score -73107.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72020.007812 Penalty: 2031.868774
	Iteration 0F: 3 clusters Score -72020.01 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72153.921875 Penalty: 2031.868774
	Iteration 1F: 3 clusters Score -72153.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72201.265625 Penalty: 2031.868774
	Iteration 2Q: 3 clusters Score -72201.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -72223.960938 Penalty: 2031.868774
	Iteration 3Q: 3 clusters Score -72223.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -72244.257812 Penalty: 2031.868774
	Iteration 4Q: 3 clusters Score -72244.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72263.257812 Penalty: 2031.868774
	Iteration 5Q: 3 clusters Score -72263.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72275.960938 Penalty: 2031.868774
	Iteration 6Q: 3 clusters Score -72275.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72299.585938 Penalty: 2031.868774
	Iteration 7Q: 3 clusters Score -72299.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -72327.921875 Penalty: 2031.868774
	Iteration 8Q: 3 clusters Score -72327.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72342.445312 Penalty: 2031.868774
	Iteration 9Q: 3 clusters Score -72342.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72363.492188 Penalty: 2031.868774
	Iteration 10Q: 3 clusters Score -72363.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72400.531250 Penalty: 2031.868774
	Iteration 11Q: 3 clusters Score -72400.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72432.000000 Penalty: 2031.868774
	Iteration 12Q: 3 clusters Score -72432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -72449.640625 Penalty: 2031.868774
	Iteration 13Q: 3 clusters Score -72449.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -72461.867188 Penalty: 2031.868774
	Iteration 14Q: 3 clusters Score -72461.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -72496.351562 Penalty: 2031.868774
	Iteration 15Q: 3 clusters Score -72496.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -72522.515625 Penalty: 2031.868774
	Iteration 16Q: 3 clusters Score -72522.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -72546.500000 Penalty: 2031.868774
	Iteration 17Q: 3 clusters Score -72546.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -72562.203125 Penalty: 2031.868774
	Iteration 18Q: 3 clusters Score -72562.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -72579.328125 Penalty: 2031.868774
	Iteration 19Q: 3 clusters Score -72579.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -72585.039062 Penalty: 2031.868774
	Iteration 20F: 3 clusters Score -72585.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -72586.929688 Penalty: 2031.868774
	Iteration 21Q: 3 clusters Score -72586.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -72588.625000 Penalty: 2031.868774
	Iteration 22Q: 3 clusters Score -72588.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -72591.953125 Penalty: 2031.868774
	Iteration 23Q: 3 clusters Score -72591.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -72591.953125 Penalty: 2031.868774
	Iteration 24F: 3 clusters Score -72591.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Entering Unmasked Estep 
Score: -1876599.500000 Penalty: 1532.211548
	Iteration 0F: 2 clusters Score -1876600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1867948.000000 Penalty: 3064.423096
	Iteration 0F: 3 clusters Score -1867948 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1870904.000000 Penalty: 3064.423096
	Iteration 1F: 3 clusters Score -1870904 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1871224.375000 Penalty: 3064.423096
	Iteration 2F: 3 clusters Score -1871224 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1871550.125000 Penalty: 3064.423096
	Iteration 3F: 3 clusters Score -1871550 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1871872.375000 Penalty: 3064.423096
	Iteration 4F: 3 clusters Score -1871872 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1872166.250000 Penalty: 3064.423096
	Iteration 5Q: 3 clusters Score -1872166 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1872466.000000 Penalty: 3064.423096
	Iteration 6Q: 3 clusters Score -1872466 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1872768.500000 Penalty: 3064.423096
	Iteration 7Q: 3 clusters Score -1872768 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1873076.625000 Penalty: 3064.423096
	Iteration 8Q: 3 clusters Score -1873077 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1873383.750000 Penalty: 3064.423096
	Iteration 9Q: 3 clusters Score -1873384 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1873658.125000 Penalty: 3064.423096
	Iteration 10Q: 3 clusters Score -1873658 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1873874.500000 Penalty: 3064.423096
	Iteration 11Q: 3 clusters Score -1873874 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1874017.000000 Penalty: 3064.423096
	Iteration 12Q: 3 clusters Score -1874017 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1874163.625000 Penalty: 3064.423096
	Iteration 13Q: 3 clusters Score -1874164 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1874280.750000 Penalty: 3064.423096
	Iteration 14Q: 3 clusters Score -1874281 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1874385.000000 Penalty: 3064.423096
	Iteration 15Q: 3 clusters Score -1874385 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1874465.375000 Penalty: 3064.423096
	Iteration 16Q: 3 clusters Score -1874465 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1874534.000000 Penalty: 3064.423096
	Iteration 17Q: 3 clusters Score -1874534 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1874600.625000 Penalty: 3064.423096
	Iteration 18Q: 3 clusters Score -1874601 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1874671.625000 Penalty: 3064.423096
	Iteration 19Q: 3 clusters Score -1874672 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1874742.750000 Penalty: 3064.423096
	Iteration 20F: 3 clusters Score -1874743 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1874797.750000 Penalty: 3064.423096
	Iteration 21Q: 3 clusters Score -1874798 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1874859.625000 Penalty: 3064.423096
	Iteration 22Q: 3 clusters Score -1874860 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1874904.750000 Penalty: 3064.423096
	Iteration 23Q: 3 clusters Score -1874905 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1874939.000000 Penalty: 3064.423096
	Iteration 24Q: 3 clusters Score -1874939 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1874975.250000 Penalty: 3064.423096
	Iteration 25Q: 3 clusters Score -1874975 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1875009.750000 Penalty: 3064.423096
	Iteration 26Q: 3 clusters Score -1875010 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1875041.500000 Penalty: 3064.423096
	Iteration 27Q: 3 clusters Score -1875042 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1875062.625000 Penalty: 3064.423096
	Iteration 28Q: 3 clusters Score -1875063 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1875086.250000 Penalty: 3064.423096
	Iteration 29Q: 3 clusters Score -1875086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1875113.500000 Penalty: 3064.423096
	Iteration 30Q: 3 clusters Score -1875114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1875146.625000 Penalty: 3064.423096
	Iteration 31Q: 3 clusters Score -1875147 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1875164.000000 Penalty: 3064.423096
	Iteration 32Q: 3 clusters Score -1875164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1875179.500000 Penalty: 3064.423096
	Iteration 33Q: 3 clusters Score -1875180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1875193.625000 Penalty: 3064.423096
	Iteration 34Q: 3 clusters Score -1875194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1875203.750000 Penalty: 3064.423096
	Iteration 35Q: 3 clusters Score -1875204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1875219.500000 Penalty: 3064.423096
	Iteration 36Q: 3 clusters Score -1875220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1875237.750000 Penalty: 3064.423096
	Iteration 37Q: 3 clusters Score -1875238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1875246.625000 Penalty: 3064.423096
	Iteration 38Q: 3 clusters Score -1875247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1875250.750000 Penalty: 3064.423096
	Iteration 39Q: 3 clusters Score -1875251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1875253.375000 Penalty: 3064.423096
	Iteration 40F: 3 clusters Score -1875253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1875259.250000 Penalty: 3064.423096
	Iteration 41Q: 3 clusters Score -1875259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1875264.500000 Penalty: 3064.423096
	Iteration 42Q: 3 clusters Score -1875264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1875266.625000 Penalty: 3064.423096
	Iteration 43Q: 3 clusters Score -1875267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1875267.125000 Penalty: 3064.423096
	Iteration 44Q: 3 clusters Score -1875267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1875271.375000 Penalty: 3064.423096
	Iteration 45Q: 3 clusters Score -1875271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1875276.375000 Penalty: 3064.423096
	Iteration 46Q: 3 clusters Score -1875276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1875275.375000 Penalty: 3064.423096
	Iteration 47Q: 3 clusters Score -1875275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1875277.500000 Penalty: 3064.423096
	Iteration 48Q: 3 clusters Score -1875278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1875277.875000 Penalty: 3064.423096
	Iteration 49Q: 3 clusters Score -1875278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1875277.875000 Penalty: 3064.423096
	Iteration 50F: 3 clusters Score -1875278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -79864.070312 Penalty: 1040.849609
	Iteration 0F: 2 clusters Score -79864.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78691.367188 Penalty: 2081.699219
	Iteration 0F: 3 clusters Score -78691.37 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78863.546875 Penalty: 2081.699219
	Iteration 1F: 3 clusters Score -78863.55 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -78977.742188 Penalty: 2081.699219
	Iteration 2F: 3 clusters Score -78977.74 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -79070.250000 Penalty: 2081.699219
	Iteration 3F: 3 clusters Score -79070.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -79140.335938 Penalty: 2081.699219
	Iteration 4Q: 3 clusters Score -79140.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -79221.117188 Penalty: 2081.699219
	Iteration 5Q: 3 clusters Score -79221.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -79282.843750 Penalty: 2081.699219
	Iteration 6Q: 3 clusters Score -79282.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -79350.992188 Penalty: 2081.699219
	Iteration 7Q: 3 clusters Score -79350.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -79402.125000 Penalty: 2081.699219
	Iteration 8Q: 3 clusters Score -79402.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -79440.195312 Penalty: 2081.699219
	Iteration 9Q: 3 clusters Score -79440.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -79459.898438 Penalty: 2081.699219
	Iteration 10Q: 3 clusters Score -79459.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -79466.257812 Penalty: 2081.699219
	Iteration 11Q: 3 clusters Score -79466.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -79470.828125 Penalty: 2081.699219
	Iteration 12Q: 3 clusters Score -79470.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -79472.992188 Penalty: 2081.699219
	Iteration 13Q: 3 clusters Score -79472.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -79478.531250 Penalty: 2081.699219
	Iteration 14Q: 3 clusters Score -79478.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -79482.046875 Penalty: 2081.699219
	Iteration 15Q: 3 clusters Score -79482.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -79482.468750 Penalty: 2081.699219
	Iteration 16Q: 3 clusters Score -79482.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -79482.609375 Penalty: 2081.699219
	Iteration 17F: 3 clusters Score -79482.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -79489.468750 Penalty: 2081.699219
	Iteration 18Q: 3 clusters Score -79489.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -79490.718750 Penalty: 2081.699219
	Iteration 19Q: 3 clusters Score -79490.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -79490.718750 Penalty: 2081.699219
	Iteration 20F: 3 clusters Score -79490.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (31410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Entering Unmasked Estep 
Score: -4773368.500000 Penalty: 1682.668213
	Iteration 0F: 2 clusters Score -4773368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -4754780.000000 Penalty: 3365.336426
	Iteration 0F: 3 clusters Score -4754780 nChanged 14431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -4762917.500000 Penalty: 3365.336426
	Iteration 1F: 3 clusters Score -4762918 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -4763566.500000 Penalty: 3365.336426
	Iteration 2F: 3 clusters Score -4763566 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -4764289.500000 Penalty: 3365.336426
	Iteration 3F: 3 clusters Score -4764290 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -4765163.000000 Penalty: 3365.336426
	Iteration 4F: 3 clusters Score -4765163 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -4766276.500000 Penalty: 3365.336426
	Iteration 5F: 3 clusters Score -4766276 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -4767667.500000 Penalty: 3365.336426
	Iteration 6F: 3 clusters Score -4767668 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -4769031.500000 Penalty: 3365.336426
	Iteration 7F: 3 clusters Score -4769032 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -4770146.500000 Penalty: 3365.336426
	Iteration 8F: 3 clusters Score -4770146 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -4770640.500000 Penalty: 3365.336426
	Iteration 9Q: 3 clusters Score -4770640 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -4770911.500000 Penalty: 3365.336426
	Iteration 10Q: 3 clusters Score -4770912 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -4771087.000000 Penalty: 3365.336426
	Iteration 11Q: 3 clusters Score -4771087 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -4771247.000000 Penalty: 3365.336426
	Iteration 12Q: 3 clusters Score -4771247 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -4771411.000000 Penalty: 3365.336426
	Iteration 13Q: 3 clusters Score -4771411 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -4771539.000000 Penalty: 3365.336426
	Iteration 14Q: 3 clusters Score -4771539 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -4771662.000000 Penalty: 3365.336426
	Iteration 15Q: 3 clusters Score -4771662 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -4771749.000000 Penalty: 3365.336426
	Iteration 16Q: 3 clusters Score -4771749 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -4771818.500000 Penalty: 3365.336426
	Iteration 17Q: 3 clusters Score -4771818 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -4771863.500000 Penalty: 3365.336426
	Iteration 18Q: 3 clusters Score -4771864 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -4771895.500000 Penalty: 3365.336426
	Iteration 19Q: 3 clusters Score -4771896 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -4771939.000000 Penalty: 3365.336426
	Iteration 20F: 3 clusters Score -4771939 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -4771966.000000 Penalty: 3365.336426
	Iteration 21Q: 3 clusters Score -4771966 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -4771984.500000 Penalty: 3365.336426
	Iteration 22Q: 3 clusters Score -4771984 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -4771989.500000 Penalty: 3365.336426
	Iteration 23Q: 3 clusters Score -4771990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -4772003.000000 Penalty: 3365.336426
	Iteration 24Q: 3 clusters Score -4772003 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -4772011.500000 Penalty: 3365.336426
	Iteration 25Q: 3 clusters Score -4772012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -4772023.500000 Penalty: 3365.336426
	Iteration 26Q: 3 clusters Score -4772024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -4772040.000000 Penalty: 3365.336426
	Iteration 27Q: 3 clusters Score -4772040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -4772030.500000 Penalty: 3365.336426
	Iteration 28Q: 3 clusters Score -4772030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -4772035.500000 Penalty: 3365.336426
	Iteration 29Q: 3 clusters Score -4772036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -4772040.500000 Penalty: 3365.336426
	Iteration 30Q: 3 clusters Score -4772040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -4772049.000000 Penalty: 3365.336426
	Iteration 31Q: 3 clusters Score -4772049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -4772051.000000 Penalty: 3365.336426
	Iteration 32Q: 3 clusters Score -4772051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -4772060.000000 Penalty: 3365.336426
	Iteration 33Q: 3 clusters Score -4772060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -4772062.500000 Penalty: 3365.336426
	Iteration 34Q: 3 clusters Score -4772062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -4772064.000000 Penalty: 3365.336426
	Iteration 35Q: 3 clusters Score -4772064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -4772066.000000 Penalty: 3365.336426
	Iteration 36Q: 3 clusters Score -4772066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -4772062.000000 Penalty: 3365.336426
	Iteration 37Q: 3 clusters Score -4772062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -4772057.500000 Penalty: 3365.336426
	Iteration 38Q: 3 clusters Score -4772058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -4772059.500000 Penalty: 3365.336426
	Iteration 39Q: 3 clusters Score -4772060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -4772061.000000 Penalty: 3365.336426
	Iteration 40F: 3 clusters Score -4772061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4772056.500000 Penalty: 3365.336426
	Iteration 41Q: 3 clusters Score -4772056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -4772054.500000 Penalty: 3365.336426
	Iteration 42Q: 3 clusters Score -4772054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -4772050.500000 Penalty: 3365.336426
	Iteration 43Q: 3 clusters Score -4772050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -4772055.500000 Penalty: 3365.336426
	Iteration 44Q: 3 clusters Score -4772056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -4772054.500000 Penalty: 3365.336426
	Iteration 45Q: 3 clusters Score -4772054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -4772054.500000 Penalty: 3365.336426
	Iteration 46F: 3 clusters Score -4772054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -181405.984375 Penalty: 1185.667236
	Iteration 0F: 2 clusters Score -181406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -179657.031250 Penalty: 2371.334473
	Iteration 0F: 3 clusters Score -179657 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -180012.093750 Penalty: 2371.334473
	Iteration 1F: 3 clusters Score -180012.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -180124.468750 Penalty: 2371.334473
	Iteration 2F: 3 clusters Score -180124.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -180184.906250 Penalty: 2371.334473
	Iteration 3F: 3 clusters Score -180184.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -180222.156250 Penalty: 2371.334473
	Iteration 4Q: 3 clusters Score -180222.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -180245.921875 Penalty: 2371.334473
	Iteration 5Q: 3 clusters Score -180245.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -180264.328125 Penalty: 2371.334473
	Iteration 6Q: 3 clusters Score -180264.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -180280.046875 Penalty: 2371.334473
	Iteration 7Q: 3 clusters Score -180280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -180295.656250 Penalty: 2371.334473
	Iteration 8Q: 3 clusters Score -180295.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -180310.625000 Penalty: 2371.334473
	Iteration 9Q: 3 clusters Score -180310.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -180329.296875 Penalty: 2371.334473
	Iteration 10Q: 3 clusters Score -180329.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -180344.140625 Penalty: 2371.334473
	Iteration 11Q: 3 clusters Score -180344.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -180354.703125 Penalty: 2371.334473
	Iteration 12Q: 3 clusters Score -180354.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -180365.031250 Penalty: 2371.334473
	Iteration 13Q: 3 clusters Score -180365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -180388.312500 Penalty: 2371.334473
	Iteration 14Q: 3 clusters Score -180388.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -180405.953125 Penalty: 2371.334473
	Iteration 15Q: 3 clusters Score -180406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -180418.390625 Penalty: 2371.334473
	Iteration 16Q: 3 clusters Score -180418.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -180424.765625 Penalty: 2371.334473
	Iteration 17Q: 3 clusters Score -180424.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -180428.906250 Penalty: 2371.334473
	Iteration 18Q: 3 clusters Score -180428.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -180432.500000 Penalty: 2371.334473
	Iteration 19Q: 3 clusters Score -180432.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -180435.359375 Penalty: 2371.334473
	Iteration 20F: 3 clusters Score -180435.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -180439.718750 Penalty: 2371.334473
	Iteration 21Q: 3 clusters Score -180439.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -180441.828125 Penalty: 2371.334473
	Iteration 22Q: 3 clusters Score -180441.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -180443.281250 Penalty: 2371.334473
	Iteration 23Q: 3 clusters Score -180443.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -180445.765625 Penalty: 2371.334473
	Iteration 24Q: 3 clusters Score -180445.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -180445.921875 Penalty: 2371.334473
	Iteration 25Q: 3 clusters Score -180445.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -180446.531250 Penalty: 2371.334473
	Iteration 26Q: 3 clusters Score -180446.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -180446.531250 Penalty: 2371.334473
	Iteration 27F: 3 clusters Score -180446.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -20106.158203 Penalty: 854.343018
	Iteration 0F: 2 clusters Score -20106.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19470.009766 Penalty: 1708.686035
	Iteration 0F: 3 clusters Score -19470.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19565.826172 Penalty: 1708.686035
	Iteration 1F: 3 clusters Score -19565.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19587.857422 Penalty: 1708.686035
	Iteration 2F: 3 clusters Score -19587.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19589.324219 Penalty: 1708.686035
	Iteration 3Q: 3 clusters Score -19589.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19589.324219 Penalty: 1708.686035
	Iteration 4F: 3 clusters Score -19589.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Entering Unmasked Estep 
Score: -458394.312500 Penalty: 1323.557495
	Iteration 0F: 2 clusters Score -458394.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -455382.406250 Penalty: 2647.114990
	Iteration 0F: 3 clusters Score -455382.4 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -456220.593750 Penalty: 2647.114990
	Iteration 1F: 3 clusters Score -456220.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -456431.468750 Penalty: 2647.114990
	Iteration 2F: 3 clusters Score -456431.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -456618.375000 Penalty: 2647.114990
	Iteration 3F: 3 clusters Score -456618.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -456813.812500 Penalty: 2647.114990
	Iteration 4F: 3 clusters Score -456813.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -457028.812500 Penalty: 2647.114990
	Iteration 5F: 3 clusters Score -457028.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -457274.750000 Penalty: 2647.114990
	Iteration 6F: 3 clusters Score -457274.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -457434.593750 Penalty: 2647.114990
	Iteration 7F: 3 clusters Score -457434.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -457526.437500 Penalty: 2647.114990
	Iteration 8Q: 3 clusters Score -457526.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -457602.968750 Penalty: 2647.114990
	Iteration 9Q: 3 clusters Score -457603 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -457661.656250 Penalty: 2647.114990
	Iteration 10Q: 3 clusters Score -457661.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -457698.000000 Penalty: 2647.114990
	Iteration 11Q: 3 clusters Score -457698 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -457723.000000 Penalty: 2647.114990
	Iteration 12Q: 3 clusters Score -457723 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -457746.593750 Penalty: 2647.114990
	Iteration 13Q: 3 clusters Score -457746.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -457771.093750 Penalty: 2647.114990
	Iteration 14Q: 3 clusters Score -457771.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -457792.312500 Penalty: 2647.114990
	Iteration 15Q: 3 clusters Score -457792.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -457812.218750 Penalty: 2647.114990
	Iteration 16Q: 3 clusters Score -457812.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -457827.000000 Penalty: 2647.114990
	Iteration 17Q: 3 clusters Score -457827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -457835.250000 Penalty: 2647.114990
	Iteration 18Q: 3 clusters Score -457835.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -457841.312500 Penalty: 2647.114990
	Iteration 19Q: 3 clusters Score -457841.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -457854.375000 Penalty: 2647.114990
	Iteration 20F: 3 clusters Score -457854.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -457864.593750 Penalty: 2647.114990
	Iteration 21Q: 3 clusters Score -457864.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -457878.125000 Penalty: 2647.114990
	Iteration 22Q: 3 clusters Score -457878.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -457884.562500 Penalty: 2647.114990
	Iteration 23Q: 3 clusters Score -457884.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -457888.750000 Penalty: 2647.114990
	Iteration 24Q: 3 clusters Score -457888.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -457892.937500 Penalty: 2647.114990
	Iteration 25Q: 3 clusters Score -457892.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -457896.062500 Penalty: 2647.114990
	Iteration 26Q: 3 clusters Score -457896.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -457898.468750 Penalty: 2647.114990
	Iteration 27Q: 3 clusters Score -457898.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -457899.250000 Penalty: 2647.114990
	Iteration 28Q: 3 clusters Score -457899.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -457901.093750 Penalty: 2647.114990
	Iteration 29Q: 3 clusters Score -457901.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -457902.093750 Penalty: 2647.114990
	Iteration 30Q: 3 clusters Score -457902.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -457903.000000 Penalty: 2647.114990
	Iteration 31Q: 3 clusters Score -457903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -457906.875000 Penalty: 2647.114990
	Iteration 32Q: 3 clusters Score -457906.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -457910.500000 Penalty: 2647.114990
	Iteration 33Q: 3 clusters Score -457910.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -457916.156250 Penalty: 2647.114990
	Iteration 34Q: 3 clusters Score -457916.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -457920.218750 Penalty: 2647.114990
	Iteration 35Q: 3 clusters Score -457920.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -457922.781250 Penalty: 2647.114990
	Iteration 36Q: 3 clusters Score -457922.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -457926.125000 Penalty: 2647.114990
	Iteration 37Q: 3 clusters Score -457926.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -457928.343750 Penalty: 2647.114990
	Iteration 38Q: 3 clusters Score -457928.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -457929.281250 Penalty: 2647.114990
	Iteration 39Q: 3 clusters Score -457929.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -457929.281250 Penalty: 2647.114990
	Iteration 40F: 3 clusters Score -457929.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Entering Unmasked Estep 
Score: -487419.750000 Penalty: 1324.638550
	Iteration 0F: 2 clusters Score -487419.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -484462.437500 Penalty: 2649.277100
	Iteration 0F: 3 clusters Score -484462.4 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -485487.437500 Penalty: 2649.277100
	Iteration 1F: 3 clusters Score -485487.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -485732.312500 Penalty: 2649.277100
	Iteration 2F: 3 clusters Score -485732.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -485922.468750 Penalty: 2649.277100
	Iteration 3F: 3 clusters Score -485922.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -486060.500000 Penalty: 2649.277100
	Iteration 4F: 3 clusters Score -486060.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -486147.781250 Penalty: 2649.277100
	Iteration 5Q: 3 clusters Score -486147.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -486216.062500 Penalty: 2649.277100
	Iteration 6Q: 3 clusters Score -486216.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -486275.531250 Penalty: 2649.277100
	Iteration 7Q: 3 clusters Score -486275.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -486317.031250 Penalty: 2649.277100
	Iteration 8Q: 3 clusters Score -486317 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -486349.593750 Penalty: 2649.277100
	Iteration 9Q: 3 clusters Score -486349.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -486377.750000 Penalty: 2649.277100
	Iteration 10Q: 3 clusters Score -486377.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -486402.375000 Penalty: 2649.277100
	Iteration 11Q: 3 clusters Score -486402.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -486420.968750 Penalty: 2649.277100
	Iteration 12Q: 3 clusters Score -486421 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -486438.687500 Penalty: 2649.277100
	Iteration 13Q: 3 clusters Score -486438.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -486454.031250 Penalty: 2649.277100
	Iteration 14Q: 3 clusters Score -486454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -486468.812500 Penalty: 2649.277100
	Iteration 15Q: 3 clusters Score -486468.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -486484.062500 Penalty: 2649.277100
	Iteration 16Q: 3 clusters Score -486484.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -486497.156250 Penalty: 2649.277100
	Iteration 17Q: 3 clusters Score -486497.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -486503.656250 Penalty: 2649.277100
	Iteration 18Q: 3 clusters Score -486503.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -486507.375000 Penalty: 2649.277100
	Iteration 19Q: 3 clusters Score -486507.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -486510.812500 Penalty: 2649.277100
	Iteration 20F: 3 clusters Score -486510.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -486515.843750 Penalty: 2649.277100
	Iteration 21Q: 3 clusters Score -486515.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -486518.468750 Penalty: 2649.277100
	Iteration 22Q: 3 clusters Score -486518.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -486520.937500 Penalty: 2649.277100
	Iteration 23Q: 3 clusters Score -486520.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -486523.156250 Penalty: 2649.277100
	Iteration 24Q: 3 clusters Score -486523.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -486529.531250 Penalty: 2649.277100
	Iteration 25Q: 3 clusters Score -486529.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -486533.250000 Penalty: 2649.277100
	Iteration 26Q: 3 clusters Score -486533.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -486535.656250 Penalty: 2649.277100
	Iteration 27Q: 3 clusters Score -486535.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -486540.250000 Penalty: 2649.277100
	Iteration 28Q: 3 clusters Score -486540.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -486542.562500 Penalty: 2649.277100
	Iteration 29Q: 3 clusters Score -486542.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -486544.718750 Penalty: 2649.277100
	Iteration 30Q: 3 clusters Score -486544.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -486545.062500 Penalty: 2649.277100
	Iteration 31Q: 3 clusters Score -486545.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -486548.468750 Penalty: 2649.277100
	Iteration 32Q: 3 clusters Score -486548.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -486551.250000 Penalty: 2649.277100
	Iteration 33Q: 3 clusters Score -486551.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -486551.468750 Penalty: 2649.277100
	Iteration 34Q: 3 clusters Score -486551.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -486551.781250 Penalty: 2649.277100
	Iteration 35Q: 3 clusters Score -486551.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -486552.656250 Penalty: 2649.277100
	Iteration 36Q: 3 clusters Score -486552.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -486552.562500 Penalty: 2649.277100
	Iteration 37Q: 3 clusters Score -486552.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -486553.906250 Penalty: 2649.277100
	Iteration 38Q: 3 clusters Score -486553.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -486553.906250 Penalty: 2649.277100
	Iteration 39F: 3 clusters Score -486553.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (25171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Entering Unmasked Estep 
Score: -3847300.250000 Penalty: 1646.685303
	Iteration 0F: 2 clusters Score -3847300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -3832325.750000 Penalty: 3293.370605
	Iteration 0F: 3 clusters Score -3832326 nChanged 11375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -3838686.250000 Penalty: 3293.370605
	Iteration 1F: 3 clusters Score -3838686 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -3839108.750000 Penalty: 3293.370605
	Iteration 2Q: 3 clusters Score -3839109 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3839637.000000 Penalty: 3293.370605
	Iteration 3F: 3 clusters Score -3839637 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -3840385.500000 Penalty: 3293.370605
	Iteration 4F: 3 clusters Score -3840386 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -3841517.250000 Penalty: 3293.370605
	Iteration 5F: 3 clusters Score -3841517 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -3842854.000000 Penalty: 3293.370605
	Iteration 6F: 3 clusters Score -3842854 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -3843932.000000 Penalty: 3293.370605
	Iteration 7F: 3 clusters Score -3843932 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -3844696.500000 Penalty: 3293.370605
	Iteration 8F: 3 clusters Score -3844696 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3845240.250000 Penalty: 3293.370605
	Iteration 9Q: 3 clusters Score -3845240 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3845541.750000 Penalty: 3293.370605
	Iteration 10Q: 3 clusters Score -3845542 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3845697.750000 Penalty: 3293.370605
	Iteration 11Q: 3 clusters Score -3845698 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -3845769.000000 Penalty: 3293.370605
	Iteration 12Q: 3 clusters Score -3845769 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -3845811.500000 Penalty: 3293.370605
	Iteration 13Q: 3 clusters Score -3845812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -3845827.500000 Penalty: 3293.370605
	Iteration 14Q: 3 clusters Score -3845828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -3845838.250000 Penalty: 3293.370605
	Iteration 15Q: 3 clusters Score -3845838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -3845854.250000 Penalty: 3293.370605
	Iteration 16Q: 3 clusters Score -3845854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -3845877.000000 Penalty: 3293.370605
	Iteration 17Q: 3 clusters Score -3845877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -3845884.500000 Penalty: 3293.370605
	Iteration 18Q: 3 clusters Score -3845884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -3845885.250000 Penalty: 3293.370605
	Iteration 19Q: 3 clusters Score -3845885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3845885.250000 Penalty: 3293.370605
	Iteration 20F: 3 clusters Score -3845885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3845888.500000 Penalty: 3293.370605
	Iteration 21Q: 3 clusters Score -3845888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3845892.500000 Penalty: 3293.370605
	Iteration 22Q: 3 clusters Score -3845892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3845893.750000 Penalty: 3293.370605
	Iteration 23Q: 3 clusters Score -3845894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3845897.250000 Penalty: 3293.370605
	Iteration 24Q: 3 clusters Score -3845897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -3845900.750000 Penalty: 3293.370605
	Iteration 25Q: 3 clusters Score -3845901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3845905.000000 Penalty: 3293.370605
	Iteration 26Q: 3 clusters Score -3845905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -3845908.250000 Penalty: 3293.370605
	Iteration 27Q: 3 clusters Score -3845908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3845907.500000 Penalty: 3293.370605
	Iteration 28Q: 3 clusters Score -3845908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3845907.500000 Penalty: 3293.370605
	Iteration 29F: 3 clusters Score -3845908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (15946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Entering Unmasked Estep 
Score: -2360902.750000 Penalty: 1572.506470
	Iteration 0F: 2 clusters Score -2360903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2350169.250000 Penalty: 3145.012939
	Iteration 0F: 3 clusters Score -2350169 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2354017.750000 Penalty: 3145.012939
	Iteration 1F: 3 clusters Score -2354018 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2354480.250000 Penalty: 3145.012939
	Iteration 2F: 3 clusters Score -2354480 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2355095.250000 Penalty: 3145.012939
	Iteration 3F: 3 clusters Score -2355095 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2355861.500000 Penalty: 3145.012939
	Iteration 4F: 3 clusters Score -2355862 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2356645.000000 Penalty: 3145.012939
	Iteration 5F: 3 clusters Score -2356645 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2357331.250000 Penalty: 3145.012939
	Iteration 6F: 3 clusters Score -2357331 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2357873.750000 Penalty: 3145.012939
	Iteration 7F: 3 clusters Score -2357874 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2358285.000000 Penalty: 3145.012939
	Iteration 8Q: 3 clusters Score -2358285 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2358593.500000 Penalty: 3145.012939
	Iteration 9Q: 3 clusters Score -2358594 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2358822.000000 Penalty: 3145.012939
	Iteration 10Q: 3 clusters Score -2358822 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2358951.750000 Penalty: 3145.012939
	Iteration 11Q: 3 clusters Score -2358952 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2359040.000000 Penalty: 3145.012939
	Iteration 12Q: 3 clusters Score -2359040 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2359129.000000 Penalty: 3145.012939
	Iteration 13Q: 3 clusters Score -2359129 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2359191.750000 Penalty: 3145.012939
	Iteration 14Q: 3 clusters Score -2359192 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2359253.750000 Penalty: 3145.012939
	Iteration 15Q: 3 clusters Score -2359254 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2359308.250000 Penalty: 3145.012939
	Iteration 16Q: 3 clusters Score -2359308 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2359348.250000 Penalty: 3145.012939
	Iteration 17Q: 3 clusters Score -2359348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2359373.000000 Penalty: 3145.012939
	Iteration 18Q: 3 clusters Score -2359373 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2359397.750000 Penalty: 3145.012939
	Iteration 19Q: 3 clusters Score -2359398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2359414.250000 Penalty: 3145.012939
	Iteration 20F: 3 clusters Score -2359414 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2359434.750000 Penalty: 3145.012939
	Iteration 21Q: 3 clusters Score -2359435 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2359437.750000 Penalty: 3145.012939
	Iteration 22Q: 3 clusters Score -2359438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2359445.000000 Penalty: 3145.012939
	Iteration 23Q: 3 clusters Score -2359445 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2359457.000000 Penalty: 3145.012939
	Iteration 24Q: 3 clusters Score -2359457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2359461.500000 Penalty: 3145.012939
	Iteration 25Q: 3 clusters Score -2359462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2359472.500000 Penalty: 3145.012939
	Iteration 26Q: 3 clusters Score -2359472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2359472.250000 Penalty: 3145.012939
	Iteration 27Q: 3 clusters Score -2359472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2359481.500000 Penalty: 3145.012939
	Iteration 28Q: 3 clusters Score -2359482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2359484.000000 Penalty: 3145.012939
	Iteration 29Q: 3 clusters Score -2359484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2359485.250000 Penalty: 3145.012939
	Iteration 30Q: 3 clusters Score -2359485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2359486.750000 Penalty: 3145.012939
	Iteration 31Q: 3 clusters Score -2359487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2359489.000000 Penalty: 3145.012939
	Iteration 32Q: 3 clusters Score -2359489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2359494.250000 Penalty: 3145.012939
	Iteration 33Q: 3 clusters Score -2359494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2359500.500000 Penalty: 3145.012939
	Iteration 34Q: 3 clusters Score -2359500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2359504.000000 Penalty: 3145.012939
	Iteration 35Q: 3 clusters Score -2359504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2359505.500000 Penalty: 3145.012939
	Iteration 36Q: 3 clusters Score -2359506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2359505.250000 Penalty: 3145.012939
	Iteration 37Q: 3 clusters Score -2359505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2359509.750000 Penalty: 3145.012939
	Iteration 38Q: 3 clusters Score -2359510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2359509.500000 Penalty: 3145.012939
	Iteration 39Q: 3 clusters Score -2359510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2359514.750000 Penalty: 3145.012939
	Iteration 40F: 3 clusters Score -2359515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2359519.000000 Penalty: 3145.012939
	Iteration 41Q: 3 clusters Score -2359519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2359516.250000 Penalty: 3145.012939
	Iteration 42Q: 3 clusters Score -2359516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2359515.000000 Penalty: 3145.012939
	Iteration 43Q: 3 clusters Score -2359515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2359515.000000 Penalty: 3145.012939
	Iteration 44F: 3 clusters Score -2359515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Entering Unmasked Estep 
Score: -2034546.500000 Penalty: 1544.457275
	Iteration 0F: 2 clusters Score -2034546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2025441.625000 Penalty: 3088.914551
	Iteration 0F: 3 clusters Score -2025442 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2028608.500000 Penalty: 3088.914551
	Iteration 1F: 3 clusters Score -2028608 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2028887.875000 Penalty: 3088.914551
	Iteration 2F: 3 clusters Score -2028888 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2029154.375000 Penalty: 3088.914551
	Iteration 3Q: 3 clusters Score -2029154 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2029396.125000 Penalty: 3088.914551
	Iteration 4Q: 3 clusters Score -2029396 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2029620.000000 Penalty: 3088.914551
	Iteration 5Q: 3 clusters Score -2029620 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2029835.750000 Penalty: 3088.914551
	Iteration 6Q: 3 clusters Score -2029836 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2030059.500000 Penalty: 3088.914551
	Iteration 7Q: 3 clusters Score -2030060 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2030291.000000 Penalty: 3088.914551
	Iteration 8Q: 3 clusters Score -2030291 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2030539.125000 Penalty: 3088.914551
	Iteration 9Q: 3 clusters Score -2030539 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2030859.875000 Penalty: 3088.914551
	Iteration 10Q: 3 clusters Score -2030860 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2031320.000000 Penalty: 3088.914551
	Iteration 11Q: 3 clusters Score -2031320 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2031881.750000 Penalty: 3088.914551
	Iteration 12Q: 3 clusters Score -2031882 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2032419.750000 Penalty: 3088.914551
	Iteration 13Q: 3 clusters Score -2032420 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2032787.250000 Penalty: 3088.914551
	Iteration 14Q: 3 clusters Score -2032787 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2033003.375000 Penalty: 3088.914551
	Iteration 15Q: 3 clusters Score -2033003 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2033103.125000 Penalty: 3088.914551
	Iteration 16Q: 3 clusters Score -2033103 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2033153.750000 Penalty: 3088.914551
	Iteration 17Q: 3 clusters Score -2033154 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2033175.500000 Penalty: 3088.914551
	Iteration 18Q: 3 clusters Score -2033176 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2033191.625000 Penalty: 3088.914551
	Iteration 19Q: 3 clusters Score -2033192 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2033197.500000 Penalty: 3088.914551
	Iteration 20F: 3 clusters Score -2033198 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2033201.250000 Penalty: 3088.914551
	Iteration 21Q: 3 clusters Score -2033201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2033210.125000 Penalty: 3088.914551
	Iteration 22Q: 3 clusters Score -2033210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2033212.750000 Penalty: 3088.914551
	Iteration 23Q: 3 clusters Score -2033213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2033216.625000 Penalty: 3088.914551
	Iteration 24Q: 3 clusters Score -2033217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2033220.625000 Penalty: 3088.914551
	Iteration 25Q: 3 clusters Score -2033221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2033216.750000 Penalty: 3088.914551
	Iteration 26Q: 3 clusters Score -2033217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2033217.500000 Penalty: 3088.914551
	Iteration 27Q: 3 clusters Score -2033218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2033217.625000 Penalty: 3088.914551
	Iteration 28Q: 3 clusters Score -2033218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2033216.750000 Penalty: 3088.914551
	Iteration 29Q: 3 clusters Score -2033217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2033213.375000 Penalty: 3088.914551
	Iteration 30Q: 3 clusters Score -2033213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2033215.875000 Penalty: 3088.914551
	Iteration 31Q: 3 clusters Score -2033216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2033217.500000 Penalty: 3088.914551
	Iteration 32Q: 3 clusters Score -2033218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2033218.500000 Penalty: 3088.914551
	Iteration 33Q: 3 clusters Score -2033218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2033222.000000 Penalty: 3088.914551
	Iteration 34Q: 3 clusters Score -2033222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2033224.375000 Penalty: 3088.914551
	Iteration 35Q: 3 clusters Score -2033224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2033222.500000 Penalty: 3088.914551
	Iteration 36Q: 3 clusters Score -2033222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2033219.250000 Penalty: 3088.914551
	Iteration 37Q: 3 clusters Score -2033219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2033217.000000 Penalty: 3088.914551
	Iteration 38Q: 3 clusters Score -2033217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2033218.750000 Penalty: 3088.914551
	Iteration 39Q: 3 clusters Score -2033219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2033217.000000 Penalty: 3088.914551
	Iteration 40F: 3 clusters Score -2033217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2033215.500000 Penalty: 3088.914551
	Iteration 41Q: 3 clusters Score -2033216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2033214.125000 Penalty: 3088.914551
	Iteration 42Q: 3 clusters Score -2033214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2033214.250000 Penalty: 3088.914551
	Iteration 43Q: 3 clusters Score -2033214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2033214.250000 Penalty: 3088.914551
	Iteration 44F: 3 clusters Score -2033214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Entering Unmasked Estep 
Score: -607716.187500 Penalty: 1347.457764
	Iteration 0F: 2 clusters Score -607716.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -604366.250000 Penalty: 2694.915527
	Iteration 0F: 3 clusters Score -604366.2 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -605179.000000 Penalty: 2694.915527
	Iteration 1F: 3 clusters Score -605179 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -605329.437500 Penalty: 2694.915527
	Iteration 2F: 3 clusters Score -605329.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -605415.187500 Penalty: 2694.915527
	Iteration 3Q: 3 clusters Score -605415.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -605491.875000 Penalty: 2694.915527
	Iteration 4Q: 3 clusters Score -605491.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -605563.500000 Penalty: 2694.915527
	Iteration 5Q: 3 clusters Score -605563.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -605623.562500 Penalty: 2694.915527
	Iteration 6Q: 3 clusters Score -605623.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -605687.750000 Penalty: 2694.915527
	Iteration 7Q: 3 clusters Score -605687.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -605752.187500 Penalty: 2694.915527
	Iteration 8Q: 3 clusters Score -605752.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -605817.875000 Penalty: 2694.915527
	Iteration 9Q: 3 clusters Score -605817.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -605909.562500 Penalty: 2694.915527
	Iteration 10Q: 3 clusters Score -605909.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -606014.375000 Penalty: 2694.915527
	Iteration 11Q: 3 clusters Score -606014.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -606137.750000 Penalty: 2694.915527
	Iteration 12Q: 3 clusters Score -606137.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -606257.500000 Penalty: 2694.915527
	Iteration 13Q: 3 clusters Score -606257.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -606343.625000 Penalty: 2694.915527
	Iteration 14Q: 3 clusters Score -606343.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -606408.000000 Penalty: 2694.915527
	Iteration 15Q: 3 clusters Score -606408 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -606454.500000 Penalty: 2694.915527
	Iteration 16Q: 3 clusters Score -606454.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -606477.000000 Penalty: 2694.915527
	Iteration 17Q: 3 clusters Score -606477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -606491.812500 Penalty: 2694.915527
	Iteration 18Q: 3 clusters Score -606491.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -606503.062500 Penalty: 2694.915527
	Iteration 19Q: 3 clusters Score -606503.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -606518.562500 Penalty: 2694.915527
	Iteration 20F: 3 clusters Score -606518.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -606522.750000 Penalty: 2694.915527
	Iteration 21Q: 3 clusters Score -606522.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -606529.187500 Penalty: 2694.915527
	Iteration 22Q: 3 clusters Score -606529.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -606530.062500 Penalty: 2694.915527
	Iteration 23Q: 3 clusters Score -606530.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -606530.375000 Penalty: 2694.915527
	Iteration 24Q: 3 clusters Score -606530.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -606530.375000 Penalty: 2694.915527
	Iteration 25F: 3 clusters Score -606530.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (19139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Entering Unmasked Estep 
Score: -2926935.500000 Penalty: 1602.166138
	Iteration 0F: 2 clusters Score -2926936 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 9527 members 
Entering Unmasked Estep 
Score: -2914608.250000 Penalty: 3204.332275
	Iteration 0F: 3 clusters Score -2914608 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2919334.250000 Penalty: 3204.332275
	Iteration 1F: 3 clusters Score -2919334 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2919649.250000 Penalty: 3204.332275
	Iteration 2Q: 3 clusters Score -2919649 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2919956.750000 Penalty: 3204.332275
	Iteration 3Q: 3 clusters Score -2919957 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2920230.250000 Penalty: 3204.332275
	Iteration 4Q: 3 clusters Score -2920230 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2920496.500000 Penalty: 3204.332275
	Iteration 5Q: 3 clusters Score -2920496 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2920801.000000 Penalty: 3204.332275
	Iteration 6Q: 3 clusters Score -2920801 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2921051.500000 Penalty: 3204.332275
	Iteration 7Q: 3 clusters Score -2921052 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2921324.000000 Penalty: 3204.332275
	Iteration 8Q: 3 clusters Score -2921324 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2921559.000000 Penalty: 3204.332275
	Iteration 9Q: 3 clusters Score -2921559 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2921810.000000 Penalty: 3204.332275
	Iteration 10Q: 3 clusters Score -2921810 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2922077.000000 Penalty: 3204.332275
	Iteration 11Q: 3 clusters Score -2922077 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2922382.750000 Penalty: 3204.332275
	Iteration 12Q: 3 clusters Score -2922383 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2922679.250000 Penalty: 3204.332275
	Iteration 13Q: 3 clusters Score -2922679 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2922992.500000 Penalty: 3204.332275
	Iteration 14Q: 3 clusters Score -2922992 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2923305.500000 Penalty: 3204.332275
	Iteration 15Q: 3 clusters Score -2923306 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2923540.750000 Penalty: 3204.332275
	Iteration 16Q: 3 clusters Score -2923541 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2923745.500000 Penalty: 3204.332275
	Iteration 17Q: 3 clusters Score -2923746 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2923928.000000 Penalty: 3204.332275
	Iteration 18Q: 3 clusters Score -2923928 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2924084.750000 Penalty: 3204.332275
	Iteration 19Q: 3 clusters Score -2924085 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2924195.750000 Penalty: 3204.332275
	Iteration 20F: 3 clusters Score -2924196 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2924284.750000 Penalty: 3204.332275
	Iteration 21Q: 3 clusters Score -2924285 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2924359.250000 Penalty: 3204.332275
	Iteration 22Q: 3 clusters Score -2924359 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2924455.250000 Penalty: 3204.332275
	Iteration 23Q: 3 clusters Score -2924455 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2924531.000000 Penalty: 3204.332275
	Iteration 24Q: 3 clusters Score -2924531 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2924606.750000 Penalty: 3204.332275
	Iteration 25Q: 3 clusters Score -2924607 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2924680.500000 Penalty: 3204.332275
	Iteration 26Q: 3 clusters Score -2924680 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2924732.750000 Penalty: 3204.332275
	Iteration 27Q: 3 clusters Score -2924733 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2924810.500000 Penalty: 3204.332275
	Iteration 28Q: 3 clusters Score -2924810 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2924890.000000 Penalty: 3204.332275
	Iteration 29Q: 3 clusters Score -2924890 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2924945.500000 Penalty: 3204.332275
	Iteration 30Q: 3 clusters Score -2924946 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2924997.750000 Penalty: 3204.332275
	Iteration 31Q: 3 clusters Score -2924998 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2925052.500000 Penalty: 3204.332275
	Iteration 32Q: 3 clusters Score -2925052 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2925092.750000 Penalty: 3204.332275
	Iteration 33Q: 3 clusters Score -2925093 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2925126.500000 Penalty: 3204.332275
	Iteration 34Q: 3 clusters Score -2925126 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2925169.750000 Penalty: 3204.332275
	Iteration 35Q: 3 clusters Score -2925170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2925191.000000 Penalty: 3204.332275
	Iteration 36Q: 3 clusters Score -2925191 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2925220.500000 Penalty: 3204.332275
	Iteration 37Q: 3 clusters Score -2925220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2925255.250000 Penalty: 3204.332275
	Iteration 38Q: 3 clusters Score -2925255 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2925282.000000 Penalty: 3204.332275
	Iteration 39Q: 3 clusters Score -2925282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2925309.250000 Penalty: 3204.332275
	Iteration 40F: 3 clusters Score -2925309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2925330.250000 Penalty: 3204.332275
	Iteration 41Q: 3 clusters Score -2925330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2925368.000000 Penalty: 3204.332275
	Iteration 42Q: 3 clusters Score -2925368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2925393.250000 Penalty: 3204.332275
	Iteration 43Q: 3 clusters Score -2925393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2925405.000000 Penalty: 3204.332275
	Iteration 44Q: 3 clusters Score -2925405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2925417.000000 Penalty: 3204.332275
	Iteration 45Q: 3 clusters Score -2925417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2925437.000000 Penalty: 3204.332275
	Iteration 46Q: 3 clusters Score -2925437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2925451.750000 Penalty: 3204.332275
	Iteration 47Q: 3 clusters Score -2925452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2925464.250000 Penalty: 3204.332275
	Iteration 48Q: 3 clusters Score -2925464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2925473.750000 Penalty: 3204.332275
	Iteration 49Q: 3 clusters Score -2925474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2925489.000000 Penalty: 3204.332275
	Iteration 50Q: 3 clusters Score -2925489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2925503.500000 Penalty: 3204.332275
	Iteration 51Q: 3 clusters Score -2925504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2925506.000000 Penalty: 3204.332275
	Iteration 52Q: 3 clusters Score -2925506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2925515.000000 Penalty: 3204.332275
	Iteration 53Q: 3 clusters Score -2925515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2925523.750000 Penalty: 3204.332275
	Iteration 54Q: 3 clusters Score -2925524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2925523.250000 Penalty: 3204.332275
	Iteration 55Q: 3 clusters Score -2925523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2925545.250000 Penalty: 3204.332275
	Iteration 56Q: 3 clusters Score -2925545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2925548.000000 Penalty: 3204.332275
	Iteration 57Q: 3 clusters Score -2925548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2925551.750000 Penalty: 3204.332275
	Iteration 58Q: 3 clusters Score -2925552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2925550.000000 Penalty: 3204.332275
	Iteration 59Q: 3 clusters Score -2925550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2925553.750000 Penalty: 3204.332275
	Iteration 60F: 3 clusters Score -2925554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Entering Unmasked Estep 
Score: -369812.031250 Penalty: 1287.602905
	Iteration 0F: 2 clusters Score -369812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -367243.687500 Penalty: 2575.205811
	Iteration 0F: 3 clusters Score -367243.7 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -367893.187500 Penalty: 2575.205811
	Iteration 1F: 3 clusters Score -367893.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -368053.968750 Penalty: 2575.205811
	Iteration 2F: 3 clusters Score -368054 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -368155.718750 Penalty: 2575.205811
	Iteration 3F: 3 clusters Score -368155.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -368254.531250 Penalty: 2575.205811
	Iteration 4Q: 3 clusters Score -368254.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -368357.125000 Penalty: 2575.205811
	Iteration 5Q: 3 clusters Score -368357.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -368447.812500 Penalty: 2575.205811
	Iteration 6Q: 3 clusters Score -368447.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -368532.093750 Penalty: 2575.205811
	Iteration 7Q: 3 clusters Score -368532.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -368617.843750 Penalty: 2575.205811
	Iteration 8Q: 3 clusters Score -368617.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -368696.375000 Penalty: 2575.205811
	Iteration 9Q: 3 clusters Score -368696.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -368772.812500 Penalty: 2575.205811
	Iteration 10Q: 3 clusters Score -368772.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -368845.718750 Penalty: 2575.205811
	Iteration 11Q: 3 clusters Score -368845.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -368917.906250 Penalty: 2575.205811
	Iteration 12Q: 3 clusters Score -368917.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -368997.000000 Penalty: 2575.205811
	Iteration 13Q: 3 clusters Score -368997 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -369058.718750 Penalty: 2575.205811
	Iteration 14Q: 3 clusters Score -369058.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -369121.093750 Penalty: 2575.205811
	Iteration 15Q: 3 clusters Score -369121.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -369166.000000 Penalty: 2575.205811
	Iteration 16Q: 3 clusters Score -369166 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -369201.000000 Penalty: 2575.205811
	Iteration 17Q: 3 clusters Score -369201 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -369240.343750 Penalty: 2575.205811
	Iteration 18Q: 3 clusters Score -369240.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -369284.156250 Penalty: 2575.205811
	Iteration 19Q: 3 clusters Score -369284.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -369342.187500 Penalty: 2575.205811
	Iteration 20F: 3 clusters Score -369342.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -369400.343750 Penalty: 2575.205811
	Iteration 21Q: 3 clusters Score -369400.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -369449.187500 Penalty: 2575.205811
	Iteration 22Q: 3 clusters Score -369449.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -369498.437500 Penalty: 2575.205811
	Iteration 23Q: 3 clusters Score -369498.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -369551.500000 Penalty: 2575.205811
	Iteration 24Q: 3 clusters Score -369551.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -369576.562500 Penalty: 2575.205811
	Iteration 25Q: 3 clusters Score -369576.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -369583.375000 Penalty: 2575.205811
	Iteration 26Q: 3 clusters Score -369583.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -369589.656250 Penalty: 2575.205811
	Iteration 27Q: 3 clusters Score -369589.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -369591.593750 Penalty: 2575.205811
	Iteration 28Q: 3 clusters Score -369591.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -369593.625000 Penalty: 2575.205811
	Iteration 29Q: 3 clusters Score -369593.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -369594.781250 Penalty: 2575.205811
	Iteration 30Q: 3 clusters Score -369594.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -369595.468750 Penalty: 2575.205811
	Iteration 31Q: 3 clusters Score -369595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -369596.250000 Penalty: 2575.205811
	Iteration 32Q: 3 clusters Score -369596.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -369596.250000 Penalty: 2575.205811
	Iteration 33F: 3 clusters Score -369596.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (12691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Entering Unmasked Estep 
Score: -1845973.250000 Penalty: 1535.405396
	Iteration 0F: 2 clusters Score -1845973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1837077.875000 Penalty: 3070.810791
	Iteration 0F: 3 clusters Score -1837078 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1840385.875000 Penalty: 3070.810791
	Iteration 1F: 3 clusters Score -1840386 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1840734.375000 Penalty: 3070.810791
	Iteration 2F: 3 clusters Score -1840734 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1841047.875000 Penalty: 3070.810791
	Iteration 3F: 3 clusters Score -1841048 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1841273.750000 Penalty: 3070.810791
	Iteration 4Q: 3 clusters Score -1841274 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1841483.500000 Penalty: 3070.810791
	Iteration 5Q: 3 clusters Score -1841484 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1841648.000000 Penalty: 3070.810791
	Iteration 6Q: 3 clusters Score -1841648 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1841796.250000 Penalty: 3070.810791
	Iteration 7Q: 3 clusters Score -1841796 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1841949.875000 Penalty: 3070.810791
	Iteration 8Q: 3 clusters Score -1841950 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1842109.625000 Penalty: 3070.810791
	Iteration 9Q: 3 clusters Score -1842110 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1842252.875000 Penalty: 3070.810791
	Iteration 10Q: 3 clusters Score -1842253 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1842391.125000 Penalty: 3070.810791
	Iteration 11Q: 3 clusters Score -1842391 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1842515.000000 Penalty: 3070.810791
	Iteration 12Q: 3 clusters Score -1842515 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1842643.500000 Penalty: 3070.810791
	Iteration 13Q: 3 clusters Score -1842644 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1842773.375000 Penalty: 3070.810791
	Iteration 14Q: 3 clusters Score -1842773 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1842923.375000 Penalty: 3070.810791
	Iteration 15Q: 3 clusters Score -1842923 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1843057.000000 Penalty: 3070.810791
	Iteration 16Q: 3 clusters Score -1843057 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1843196.125000 Penalty: 3070.810791
	Iteration 17Q: 3 clusters Score -1843196 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1843331.625000 Penalty: 3070.810791
	Iteration 18Q: 3 clusters Score -1843332 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1843477.875000 Penalty: 3070.810791
	Iteration 19Q: 3 clusters Score -1843478 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1843619.000000 Penalty: 3070.810791
	Iteration 20F: 3 clusters Score -1843619 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1843751.250000 Penalty: 3070.810791
	Iteration 21Q: 3 clusters Score -1843751 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1843875.125000 Penalty: 3070.810791
	Iteration 22Q: 3 clusters Score -1843875 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1843971.250000 Penalty: 3070.810791
	Iteration 23Q: 3 clusters Score -1843971 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1844056.125000 Penalty: 3070.810791
	Iteration 24Q: 3 clusters Score -1844056 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1844149.750000 Penalty: 3070.810791
	Iteration 25Q: 3 clusters Score -1844150 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1844214.750000 Penalty: 3070.810791
	Iteration 26Q: 3 clusters Score -1844215 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1844271.000000 Penalty: 3070.810791
	Iteration 27Q: 3 clusters Score -1844271 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1844322.375000 Penalty: 3070.810791
	Iteration 28Q: 3 clusters Score -1844322 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1844366.000000 Penalty: 3070.810791
	Iteration 29Q: 3 clusters Score -1844366 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1844411.125000 Penalty: 3070.810791
	Iteration 30Q: 3 clusters Score -1844411 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1844445.000000 Penalty: 3070.810791
	Iteration 31Q: 3 clusters Score -1844445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1844471.500000 Penalty: 3070.810791
	Iteration 32Q: 3 clusters Score -1844472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1844487.750000 Penalty: 3070.810791
	Iteration 33Q: 3 clusters Score -1844488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1844501.125000 Penalty: 3070.810791
	Iteration 34Q: 3 clusters Score -1844501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1844504.250000 Penalty: 3070.810791
	Iteration 35Q: 3 clusters Score -1844504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1844508.375000 Penalty: 3070.810791
	Iteration 36Q: 3 clusters Score -1844508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1844513.375000 Penalty: 3070.810791
	Iteration 37Q: 3 clusters Score -1844513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1844521.750000 Penalty: 3070.810791
	Iteration 38Q: 3 clusters Score -1844522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1844528.625000 Penalty: 3070.810791
	Iteration 39Q: 3 clusters Score -1844529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1844529.750000 Penalty: 3070.810791
	Iteration 40F: 3 clusters Score -1844530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1844533.125000 Penalty: 3070.810791
	Iteration 41Q: 3 clusters Score -1844533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1844535.625000 Penalty: 3070.810791
	Iteration 42Q: 3 clusters Score -1844536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1844538.125000 Penalty: 3070.810791
	Iteration 43Q: 3 clusters Score -1844538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1844537.625000 Penalty: 3070.810791
	Iteration 44Q: 3 clusters Score -1844538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1844537.375000 Penalty: 3070.810791
	Iteration 45Q: 3 clusters Score -1844537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1844540.500000 Penalty: 3070.810791
	Iteration 46Q: 3 clusters Score -1844540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1844540.125000 Penalty: 3070.810791
	Iteration 47Q: 3 clusters Score -1844540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1844541.750000 Penalty: 3070.810791
	Iteration 48Q: 3 clusters Score -1844542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1844546.625000 Penalty: 3070.810791
	Iteration 49Q: 3 clusters Score -1844547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1844548.375000 Penalty: 3070.810791
	Iteration 50Q: 3 clusters Score -1844548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1844554.750000 Penalty: 3070.810791
	Iteration 51Q: 3 clusters Score -1844555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1844560.625000 Penalty: 3070.810791
	Iteration 52Q: 3 clusters Score -1844561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1844561.125000 Penalty: 3070.810791
	Iteration 53Q: 3 clusters Score -1844561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1844563.250000 Penalty: 3070.810791
	Iteration 54Q: 3 clusters Score -1844563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1844566.125000 Penalty: 3070.810791
	Iteration 55Q: 3 clusters Score -1844566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1844567.500000 Penalty: 3070.810791
	Iteration 56Q: 3 clusters Score -1844568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1844569.000000 Penalty: 3070.810791
	Iteration 57Q: 3 clusters Score -1844569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1844568.000000 Penalty: 3070.810791
	Iteration 58Q: 3 clusters Score -1844568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1844569.750000 Penalty: 3070.810791
	Iteration 59Q: 3 clusters Score -1844570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1844569.750000 Penalty: 3070.810791
	Iteration 60F: 3 clusters Score -1844570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -88592.007812 Penalty: 1079.615845
	Iteration 0F: 2 clusters Score -88592.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87385.007812 Penalty: 2159.231689
	Iteration 0F: 3 clusters Score -87385.01 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -87741.382812 Penalty: 2159.231689
	Iteration 1F: 3 clusters Score -87741.38 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87912.671875 Penalty: 2159.231689
	Iteration 2F: 3 clusters Score -87912.67 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -87980.085938 Penalty: 2159.231689
	Iteration 3F: 3 clusters Score -87980.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -88047.664062 Penalty: 2159.231689
	Iteration 4Q: 3 clusters Score -88047.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88094.601562 Penalty: 2159.231689
	Iteration 5Q: 3 clusters Score -88094.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -88132.453125 Penalty: 2159.231689
	Iteration 6Q: 3 clusters Score -88132.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -88148.648438 Penalty: 2159.231689
	Iteration 7Q: 3 clusters Score -88148.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88170.171875 Penalty: 2159.231689
	Iteration 8Q: 3 clusters Score -88170.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -88179.875000 Penalty: 2159.231689
	Iteration 9Q: 3 clusters Score -88179.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88184.867188 Penalty: 2159.231689
	Iteration 10Q: 3 clusters Score -88184.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88191.960938 Penalty: 2159.231689
	Iteration 11Q: 3 clusters Score -88191.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -88198.851562 Penalty: 2159.231689
	Iteration 12Q: 3 clusters Score -88198.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88202.468750 Penalty: 2159.231689
	Iteration 13Q: 3 clusters Score -88202.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -88208.710938 Penalty: 2159.231689
	Iteration 14Q: 3 clusters Score -88208.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -88214.609375 Penalty: 2159.231689
	Iteration 15Q: 3 clusters Score -88214.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88217.507812 Penalty: 2159.231689
	Iteration 16Q: 3 clusters Score -88217.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -88219.125000 Penalty: 2159.231689
	Iteration 17Q: 3 clusters Score -88219.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88220.492188 Penalty: 2159.231689
	Iteration 18Q: 3 clusters Score -88220.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88221.453125 Penalty: 2159.231689
	Iteration 19F: 3 clusters Score -88221.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -88224.601562 Penalty: 2159.231689
	Iteration 20F: 3 clusters Score -88224.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -88230.148438 Penalty: 2159.231689
	Iteration 21Q: 3 clusters Score -88230.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -88243.757812 Penalty: 2159.231689
	Iteration 22Q: 3 clusters Score -88243.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -88258.546875 Penalty: 2159.231689
	Iteration 23Q: 3 clusters Score -88258.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88264.195312 Penalty: 2159.231689
	Iteration 24Q: 3 clusters Score -88264.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88264.195312 Penalty: 2159.231689
	Iteration 25F: 3 clusters Score -88264.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -244193.375000 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -244193.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -242384.453125 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -242384.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -242728.359375 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -242728.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -242816.781250 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -242816.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -242869.187500 Penalty: 2400.603027
	Iteration 3Q: 3 clusters Score -242869.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -242901.890625 Penalty: 2400.603027
	Iteration 4Q: 3 clusters Score -242901.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -242920.421875 Penalty: 2400.603027
	Iteration 5Q: 3 clusters Score -242920.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -242943.468750 Penalty: 2400.603027
	Iteration 6Q: 3 clusters Score -242943.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -242955.406250 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -242955.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -242966.578125 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -242966.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -242976.515625 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -242976.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -242983.046875 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -242983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -242991.046875 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -242991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -242996.968750 Penalty: 2400.603027
	Iteration 12Q: 3 clusters Score -242997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -243001.500000 Penalty: 2400.603027
	Iteration 13Q: 3 clusters Score -243001.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -243004.875000 Penalty: 2400.603027
	Iteration 14Q: 3 clusters Score -243004.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -243008.984375 Penalty: 2400.603027
	Iteration 15Q: 3 clusters Score -243009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -243011.375000 Penalty: 2400.603027
	Iteration 16Q: 3 clusters Score -243011.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -243016.281250 Penalty: 2400.603027
	Iteration 17Q: 3 clusters Score -243016.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -243025.000000 Penalty: 2400.603027
	Iteration 18Q: 3 clusters Score -243025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -243034.500000 Penalty: 2400.603027
	Iteration 19Q: 3 clusters Score -243034.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -243038.515625 Penalty: 2400.603027
	Iteration 20F: 3 clusters Score -243038.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -243041.078125 Penalty: 2400.603027
	Iteration 21Q: 3 clusters Score -243041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -243041.078125 Penalty: 2400.603027
	Iteration 22Q: 3 clusters Score -243041.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -243041.078125 Penalty: 2400.603027
	Iteration 23F: 3 clusters Score -243041.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Entering Unmasked Estep 
Score: -177073.500000 Penalty: 1169.461548
	Iteration 0F: 2 clusters Score -177073.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -175414.562500 Penalty: 2338.923096
	Iteration 0F: 3 clusters Score -175414.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -175742.875000 Penalty: 2338.923096
	Iteration 1F: 3 clusters Score -175742.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -175855.812500 Penalty: 2338.923096
	Iteration 2F: 3 clusters Score -175855.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -175940.859375 Penalty: 2338.923096
	Iteration 3F: 3 clusters Score -175940.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -176004.312500 Penalty: 2338.923096
	Iteration 4Q: 3 clusters Score -176004.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -176056.531250 Penalty: 2338.923096
	Iteration 5Q: 3 clusters Score -176056.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -176084.093750 Penalty: 2338.923096
	Iteration 6Q: 3 clusters Score -176084.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -176111.328125 Penalty: 2338.923096
	Iteration 7Q: 3 clusters Score -176111.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -176127.843750 Penalty: 2338.923096
	Iteration 8Q: 3 clusters Score -176127.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -176139.921875 Penalty: 2338.923096
	Iteration 9Q: 3 clusters Score -176139.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -176153.453125 Penalty: 2338.923096
	Iteration 10Q: 3 clusters Score -176153.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -176162.093750 Penalty: 2338.923096
	Iteration 11Q: 3 clusters Score -176162.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -176173.125000 Penalty: 2338.923096
	Iteration 12Q: 3 clusters Score -176173.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -176185.734375 Penalty: 2338.923096
	Iteration 13Q: 3 clusters Score -176185.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -176192.578125 Penalty: 2338.923096
	Iteration 14Q: 3 clusters Score -176192.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -176199.109375 Penalty: 2338.923096
	Iteration 15Q: 3 clusters Score -176199.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -176204.062500 Penalty: 2338.923096
	Iteration 16Q: 3 clusters Score -176204.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -176206.218750 Penalty: 2338.923096
	Iteration 17Q: 3 clusters Score -176206.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -176206.265625 Penalty: 2338.923096
	Iteration 18Q: 3 clusters Score -176206.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -176206.265625 Penalty: 2338.923096
	Iteration 19F: 3 clusters Score -176206.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Entering Unmasked Estep 
Score: -223685.328125 Penalty: 1201.305298
	Iteration 0F: 2 clusters Score -223685.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -221842.171875 Penalty: 2402.610596
	Iteration 0F: 3 clusters Score -221842.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -222520.156250 Penalty: 2402.610596
	Iteration 1F: 3 clusters Score -222520.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -222844.734375 Penalty: 2402.610596
	Iteration 2F: 3 clusters Score -222844.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -223038.687500 Penalty: 2402.610596
	Iteration 3F: 3 clusters Score -223038.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -223134.343750 Penalty: 2402.610596
	Iteration 4F: 3 clusters Score -223134.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -223170.968750 Penalty: 2402.610596
	Iteration 5Q: 3 clusters Score -223171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -223194.437500 Penalty: 2402.610596
	Iteration 6Q: 3 clusters Score -223194.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -223205.093750 Penalty: 2402.610596
	Iteration 7Q: 3 clusters Score -223205.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -223212.875000 Penalty: 2402.610596
	Iteration 8Q: 3 clusters Score -223212.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -223218.515625 Penalty: 2402.610596
	Iteration 9Q: 3 clusters Score -223218.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -223223.640625 Penalty: 2402.610596
	Iteration 10Q: 3 clusters Score -223223.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -223225.703125 Penalty: 2402.610596
	Iteration 11Q: 3 clusters Score -223225.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -223226.093750 Penalty: 2402.610596
	Iteration 12Q: 3 clusters Score -223226.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -223227.484375 Penalty: 2402.610596
	Iteration 13Q: 3 clusters Score -223227.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -223227.484375 Penalty: 2402.610596
	Iteration 14F: 3 clusters Score -223227.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (12256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Entering Unmasked Estep 
Score: -1870127.375000 Penalty: 1529.737793
	Iteration 0F: 2 clusters Score -1870127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1861478.250000 Penalty: 3059.475586
	Iteration 0F: 3 clusters Score -1861478 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1864469.875000 Penalty: 3059.475586
	Iteration 1F: 3 clusters Score -1864470 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1864848.750000 Penalty: 3059.475586
	Iteration 2F: 3 clusters Score -1864849 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1865280.250000 Penalty: 3059.475586
	Iteration 3F: 3 clusters Score -1865280 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1865746.250000 Penalty: 3059.475586
	Iteration 4F: 3 clusters Score -1865746 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1866230.375000 Penalty: 3059.475586
	Iteration 5F: 3 clusters Score -1866230 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1866727.250000 Penalty: 3059.475586
	Iteration 6F: 3 clusters Score -1866727 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1867233.375000 Penalty: 3059.475586
	Iteration 7F: 3 clusters Score -1867233 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1867691.500000 Penalty: 3059.475586
	Iteration 8Q: 3 clusters Score -1867692 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1868044.375000 Penalty: 3059.475586
	Iteration 9Q: 3 clusters Score -1868044 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1868314.875000 Penalty: 3059.475586
	Iteration 10Q: 3 clusters Score -1868315 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1868494.125000 Penalty: 3059.475586
	Iteration 11Q: 3 clusters Score -1868494 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1868601.875000 Penalty: 3059.475586
	Iteration 12Q: 3 clusters Score -1868602 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1868655.750000 Penalty: 3059.475586
	Iteration 13Q: 3 clusters Score -1868656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1868689.125000 Penalty: 3059.475586
	Iteration 14Q: 3 clusters Score -1868689 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1868718.500000 Penalty: 3059.475586
	Iteration 15Q: 3 clusters Score -1868718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1868738.000000 Penalty: 3059.475586
	Iteration 16Q: 3 clusters Score -1868738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1868750.250000 Penalty: 3059.475586
	Iteration 17Q: 3 clusters Score -1868750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1868769.250000 Penalty: 3059.475586
	Iteration 18Q: 3 clusters Score -1868769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1868780.375000 Penalty: 3059.475586
	Iteration 19Q: 3 clusters Score -1868780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1868790.125000 Penalty: 3059.475586
	Iteration 20F: 3 clusters Score -1868790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1868796.750000 Penalty: 3059.475586
	Iteration 21Q: 3 clusters Score -1868797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1868803.750000 Penalty: 3059.475586
	Iteration 22Q: 3 clusters Score -1868804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1868807.250000 Penalty: 3059.475586
	Iteration 23Q: 3 clusters Score -1868807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1868811.875000 Penalty: 3059.475586
	Iteration 24Q: 3 clusters Score -1868812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1868817.000000 Penalty: 3059.475586
	Iteration 25Q: 3 clusters Score -1868817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1868817.000000 Penalty: 3059.475586
	Iteration 26Q: 3 clusters Score -1868817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1868822.875000 Penalty: 3059.475586
	Iteration 27Q: 3 clusters Score -1868823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1868823.500000 Penalty: 3059.475586
	Iteration 28Q: 3 clusters Score -1868824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1868822.000000 Penalty: 3059.475586
	Iteration 29Q: 3 clusters Score -1868822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1868822.000000 Penalty: 3059.475586
	Iteration 30F: 3 clusters Score -1868822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Entering Unmasked Estep 
Score: -509239.031250 Penalty: 1325.619263
	Iteration 0F: 2 clusters Score -509239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -506185.500000 Penalty: 2651.238525
	Iteration 0F: 3 clusters Score -506185.5 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -506958.218750 Penalty: 2651.238525
	Iteration 1F: 3 clusters Score -506958.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -507123.218750 Penalty: 2651.238525
	Iteration 2F: 3 clusters Score -507123.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -507217.125000 Penalty: 2651.238525
	Iteration 3F: 3 clusters Score -507217.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -507286.687500 Penalty: 2651.238525
	Iteration 4Q: 3 clusters Score -507286.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -507347.812500 Penalty: 2651.238525
	Iteration 5Q: 3 clusters Score -507347.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -507389.375000 Penalty: 2651.238525
	Iteration 6Q: 3 clusters Score -507389.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -507424.375000 Penalty: 2651.238525
	Iteration 7Q: 3 clusters Score -507424.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -507456.187500 Penalty: 2651.238525
	Iteration 8Q: 3 clusters Score -507456.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -507485.562500 Penalty: 2651.238525
	Iteration 9Q: 3 clusters Score -507485.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -507513.062500 Penalty: 2651.238525
	Iteration 10Q: 3 clusters Score -507513.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -507539.593750 Penalty: 2651.238525
	Iteration 11Q: 3 clusters Score -507539.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -507571.156250 Penalty: 2651.238525
	Iteration 12Q: 3 clusters Score -507571.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -507598.968750 Penalty: 2651.238525
	Iteration 13Q: 3 clusters Score -507599 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -507628.968750 Penalty: 2651.238525
	Iteration 14Q: 3 clusters Score -507629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -507649.062500 Penalty: 2651.238525
	Iteration 15Q: 3 clusters Score -507649.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -507668.156250 Penalty: 2651.238525
	Iteration 16Q: 3 clusters Score -507668.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -507693.187500 Penalty: 2651.238525
	Iteration 17Q: 3 clusters Score -507693.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -507718.968750 Penalty: 2651.238525
	Iteration 18Q: 3 clusters Score -507719 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -507752.031250 Penalty: 2651.238525
	Iteration 19Q: 3 clusters Score -507752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -507779.281250 Penalty: 2651.238525
	Iteration 20F: 3 clusters Score -507779.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -507803.000000 Penalty: 2651.238525
	Iteration 21Q: 3 clusters Score -507803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -507824.468750 Penalty: 2651.238525
	Iteration 22Q: 3 clusters Score -507824.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -507841.093750 Penalty: 2651.238525
	Iteration 23Q: 3 clusters Score -507841.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -507856.406250 Penalty: 2651.238525
	Iteration 24Q: 3 clusters Score -507856.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -507866.937500 Penalty: 2651.238525
	Iteration 25Q: 3 clusters Score -507866.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -507877.750000 Penalty: 2651.238525
	Iteration 26Q: 3 clusters Score -507877.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -507889.000000 Penalty: 2651.238525
	Iteration 27Q: 3 clusters Score -507889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -507897.625000 Penalty: 2651.238525
	Iteration 28Q: 3 clusters Score -507897.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -507909.031250 Penalty: 2651.238525
	Iteration 29Q: 3 clusters Score -507909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -507922.937500 Penalty: 2651.238525
	Iteration 30Q: 3 clusters Score -507922.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -507933.781250 Penalty: 2651.238525
	Iteration 31Q: 3 clusters Score -507933.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -507942.531250 Penalty: 2651.238525
	Iteration 32Q: 3 clusters Score -507942.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -507947.375000 Penalty: 2651.238525
	Iteration 33Q: 3 clusters Score -507947.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -507949.906250 Penalty: 2651.238525
	Iteration 34Q: 3 clusters Score -507949.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -507954.468750 Penalty: 2651.238525
	Iteration 35Q: 3 clusters Score -507954.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -507960.718750 Penalty: 2651.238525
	Iteration 36Q: 3 clusters Score -507960.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -507965.906250 Penalty: 2651.238525
	Iteration 37Q: 3 clusters Score -507965.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -507966.812500 Penalty: 2651.238525
	Iteration 38Q: 3 clusters Score -507966.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -507969.218750 Penalty: 2651.238525
	Iteration 39Q: 3 clusters Score -507969.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -507973.718750 Penalty: 2651.238525
	Iteration 40F: 3 clusters Score -507973.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -507978.187500 Penalty: 2651.238525
	Iteration 41Q: 3 clusters Score -507978.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -507980.750000 Penalty: 2651.238525
	Iteration 42Q: 3 clusters Score -507980.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -507985.437500 Penalty: 2651.238525
	Iteration 43Q: 3 clusters Score -507985.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -507988.843750 Penalty: 2651.238525
	Iteration 44Q: 3 clusters Score -507988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -507991.093750 Penalty: 2651.238525
	Iteration 45Q: 3 clusters Score -507991.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -507996.093750 Penalty: 2651.238525
	Iteration 46Q: 3 clusters Score -507996.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -508002.687500 Penalty: 2651.238525
	Iteration 47Q: 3 clusters Score -508002.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -508007.500000 Penalty: 2651.238525
	Iteration 48Q: 3 clusters Score -508007.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -508011.281250 Penalty: 2651.238525
	Iteration 49Q: 3 clusters Score -508011.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -508017.156250 Penalty: 2651.238525
	Iteration 50Q: 3 clusters Score -508017.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -508019.500000 Penalty: 2651.238525
	Iteration 51Q: 3 clusters Score -508019.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -508019.500000 Penalty: 2651.238525
	Iteration 52F: 3 clusters Score -508019.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -189679.671875 Penalty: 1162.751953
	Iteration 0F: 2 clusters Score -189679.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -188074.437500 Penalty: 2325.503906
	Iteration 0F: 3 clusters Score -188074.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -188360.781250 Penalty: 2325.503906
	Iteration 1F: 3 clusters Score -188360.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -188429.687500 Penalty: 2325.503906
	Iteration 2F: 3 clusters Score -188429.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -188476.187500 Penalty: 2325.503906
	Iteration 3Q: 3 clusters Score -188476.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -188495.671875 Penalty: 2325.503906
	Iteration 4Q: 3 clusters Score -188495.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -188513.531250 Penalty: 2325.503906
	Iteration 5Q: 3 clusters Score -188513.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -188521.156250 Penalty: 2325.503906
	Iteration 6Q: 3 clusters Score -188521.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -188526.828125 Penalty: 2325.503906
	Iteration 7Q: 3 clusters Score -188526.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -188533.453125 Penalty: 2325.503906
	Iteration 8Q: 3 clusters Score -188533.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -188536.578125 Penalty: 2325.503906
	Iteration 9Q: 3 clusters Score -188536.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -188537.328125 Penalty: 2325.503906
	Iteration 10Q: 3 clusters Score -188537.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -188538.578125 Penalty: 2325.503906
	Iteration 11Q: 3 clusters Score -188538.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -188538.781250 Penalty: 2325.503906
	Iteration 12Q: 3 clusters Score -188538.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -188538.781250 Penalty: 2325.503906
	Iteration 13F: 3 clusters Score -188538.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (14627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Entering Unmasked Estep 
Score: -2221086.750000 Penalty: 1558.476562
	Iteration 0F: 2 clusters Score -2221087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2211111.250000 Penalty: 3116.953125
	Iteration 0F: 3 clusters Score -2211111 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2214528.000000 Penalty: 3116.953125
	Iteration 1F: 3 clusters Score -2214528 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2214844.000000 Penalty: 3116.953125
	Iteration 2F: 3 clusters Score -2214844 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2215182.750000 Penalty: 3116.953125
	Iteration 3F: 3 clusters Score -2215183 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2215559.000000 Penalty: 3116.953125
	Iteration 4F: 3 clusters Score -2215559 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2216020.500000 Penalty: 3116.953125
	Iteration 5F: 3 clusters Score -2216020 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2216582.750000 Penalty: 3116.953125
	Iteration 6F: 3 clusters Score -2216583 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2217179.250000 Penalty: 3116.953125
	Iteration 7F: 3 clusters Score -2217179 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2217799.750000 Penalty: 3116.953125
	Iteration 8F: 3 clusters Score -2217800 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2218301.250000 Penalty: 3116.953125
	Iteration 9Q: 3 clusters Score -2218301 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2218689.500000 Penalty: 3116.953125
	Iteration 10Q: 3 clusters Score -2218690 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2218976.250000 Penalty: 3116.953125
	Iteration 11Q: 3 clusters Score -2218976 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2219198.500000 Penalty: 3116.953125
	Iteration 12Q: 3 clusters Score -2219198 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2219360.000000 Penalty: 3116.953125
	Iteration 13Q: 3 clusters Score -2219360 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2219476.500000 Penalty: 3116.953125
	Iteration 14Q: 3 clusters Score -2219476 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2219535.250000 Penalty: 3116.953125
	Iteration 15Q: 3 clusters Score -2219535 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2219585.750000 Penalty: 3116.953125
	Iteration 16Q: 3 clusters Score -2219586 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2219616.000000 Penalty: 3116.953125
	Iteration 17Q: 3 clusters Score -2219616 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2219647.250000 Penalty: 3116.953125
	Iteration 18Q: 3 clusters Score -2219647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2219664.250000 Penalty: 3116.953125
	Iteration 19Q: 3 clusters Score -2219664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2219681.500000 Penalty: 3116.953125
	Iteration 20F: 3 clusters Score -2219682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2219687.500000 Penalty: 3116.953125
	Iteration 21Q: 3 clusters Score -2219688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2219694.500000 Penalty: 3116.953125
	Iteration 22Q: 3 clusters Score -2219694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2219706.750000 Penalty: 3116.953125
	Iteration 23Q: 3 clusters Score -2219707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2219711.500000 Penalty: 3116.953125
	Iteration 24Q: 3 clusters Score -2219712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2219716.000000 Penalty: 3116.953125
	Iteration 25Q: 3 clusters Score -2219716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2219718.750000 Penalty: 3116.953125
	Iteration 26Q: 3 clusters Score -2219719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2219719.250000 Penalty: 3116.953125
	Iteration 27Q: 3 clusters Score -2219719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2219720.000000 Penalty: 3116.953125
	Iteration 28Q: 3 clusters Score -2219720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2219720.500000 Penalty: 3116.953125
	Iteration 29Q: 3 clusters Score -2219720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2219722.000000 Penalty: 3116.953125
	Iteration 30Q: 3 clusters Score -2219722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2219725.000000 Penalty: 3116.953125
	Iteration 31Q: 3 clusters Score -2219725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2219726.500000 Penalty: 3116.953125
	Iteration 32Q: 3 clusters Score -2219726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2219726.500000 Penalty: 3116.953125
	Iteration 33Q: 3 clusters Score -2219726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2219726.500000 Penalty: 3116.953125
	Iteration 34F: 3 clusters Score -2219726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Entering Unmasked Estep 
Score: -782776.562500 Penalty: 1416.649902
	Iteration 0F: 2 clusters Score -782776.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -778026.875000 Penalty: 2833.299805
	Iteration 0F: 3 clusters Score -778026.9 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -779415.125000 Penalty: 2833.299805
	Iteration 1F: 3 clusters Score -779415.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -779614.250000 Penalty: 2833.299805
	Iteration 2F: 3 clusters Score -779614.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -779773.812500 Penalty: 2833.299805
	Iteration 3F: 3 clusters Score -779773.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -779934.187500 Penalty: 2833.299805
	Iteration 4Q: 3 clusters Score -779934.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -780068.125000 Penalty: 2833.299805
	Iteration 5Q: 3 clusters Score -780068.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -780174.812500 Penalty: 2833.299805
	Iteration 6Q: 3 clusters Score -780174.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -780250.375000 Penalty: 2833.299805
	Iteration 7Q: 3 clusters Score -780250.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -780310.562500 Penalty: 2833.299805
	Iteration 8Q: 3 clusters Score -780310.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -780366.375000 Penalty: 2833.299805
	Iteration 9Q: 3 clusters Score -780366.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -780417.750000 Penalty: 2833.299805
	Iteration 10Q: 3 clusters Score -780417.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -780459.687500 Penalty: 2833.299805
	Iteration 11Q: 3 clusters Score -780459.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -780495.437500 Penalty: 2833.299805
	Iteration 12Q: 3 clusters Score -780495.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -780525.250000 Penalty: 2833.299805
	Iteration 13Q: 3 clusters Score -780525.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -780552.312500 Penalty: 2833.299805
	Iteration 14Q: 3 clusters Score -780552.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -780583.187500 Penalty: 2833.299805
	Iteration 15Q: 3 clusters Score -780583.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -780617.687500 Penalty: 2833.299805
	Iteration 16Q: 3 clusters Score -780617.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -780654.500000 Penalty: 2833.299805
	Iteration 17Q: 3 clusters Score -780654.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -780693.000000 Penalty: 2833.299805
	Iteration 18Q: 3 clusters Score -780693 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -780725.687500 Penalty: 2833.299805
	Iteration 19Q: 3 clusters Score -780725.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -780747.000000 Penalty: 2833.299805
	Iteration 20F: 3 clusters Score -780747 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -780776.750000 Penalty: 2833.299805
	Iteration 21Q: 3 clusters Score -780776.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -780803.187500 Penalty: 2833.299805
	Iteration 22Q: 3 clusters Score -780803.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -780834.625000 Penalty: 2833.299805
	Iteration 23Q: 3 clusters Score -780834.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -780856.750000 Penalty: 2833.299805
	Iteration 24Q: 3 clusters Score -780856.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -780879.125000 Penalty: 2833.299805
	Iteration 25Q: 3 clusters Score -780879.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -780901.875000 Penalty: 2833.299805
	Iteration 26Q: 3 clusters Score -780901.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -780920.250000 Penalty: 2833.299805
	Iteration 27Q: 3 clusters Score -780920.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -780937.500000 Penalty: 2833.299805
	Iteration 28Q: 3 clusters Score -780937.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -780954.187500 Penalty: 2833.299805
	Iteration 29Q: 3 clusters Score -780954.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -780973.937500 Penalty: 2833.299805
	Iteration 30Q: 3 clusters Score -780973.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -780992.875000 Penalty: 2833.299805
	Iteration 31Q: 3 clusters Score -780992.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -781017.500000 Penalty: 2833.299805
	Iteration 32Q: 3 clusters Score -781017.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -781043.500000 Penalty: 2833.299805
	Iteration 33Q: 3 clusters Score -781043.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -781066.812500 Penalty: 2833.299805
	Iteration 34Q: 3 clusters Score -781066.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -781086.187500 Penalty: 2833.299805
	Iteration 35Q: 3 clusters Score -781086.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -781105.500000 Penalty: 2833.299805
	Iteration 36Q: 3 clusters Score -781105.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -781123.875000 Penalty: 2833.299805
	Iteration 37Q: 3 clusters Score -781123.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -781141.187500 Penalty: 2833.299805
	Iteration 38Q: 3 clusters Score -781141.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -781161.125000 Penalty: 2833.299805
	Iteration 39Q: 3 clusters Score -781161.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -781190.875000 Penalty: 2833.299805
	Iteration 40F: 3 clusters Score -781190.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -781217.937500 Penalty: 2833.299805
	Iteration 41Q: 3 clusters Score -781217.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -781252.750000 Penalty: 2833.299805
	Iteration 42Q: 3 clusters Score -781252.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -781298.187500 Penalty: 2833.299805
	Iteration 43Q: 3 clusters Score -781298.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -781346.250000 Penalty: 2833.299805
	Iteration 44Q: 3 clusters Score -781346.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -781390.937500 Penalty: 2833.299805
	Iteration 45Q: 3 clusters Score -781390.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -781448.000000 Penalty: 2833.299805
	Iteration 46Q: 3 clusters Score -781448 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -781507.812500 Penalty: 2833.299805
	Iteration 47Q: 3 clusters Score -781507.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -781569.875000 Penalty: 2833.299805
	Iteration 48Q: 3 clusters Score -781569.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -781623.812500 Penalty: 2833.299805
	Iteration 49Q: 3 clusters Score -781623.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -781671.562500 Penalty: 2833.299805
	Iteration 50Q: 3 clusters Score -781671.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -781723.062500 Penalty: 2833.299805
	Iteration 51Q: 3 clusters Score -781723.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -781768.375000 Penalty: 2833.299805
	Iteration 52Q: 3 clusters Score -781768.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -781806.187500 Penalty: 2833.299805
	Iteration 53Q: 3 clusters Score -781806.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -781837.125000 Penalty: 2833.299805
	Iteration 54Q: 3 clusters Score -781837.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -781861.250000 Penalty: 2833.299805
	Iteration 55Q: 3 clusters Score -781861.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -781893.375000 Penalty: 2833.299805
	Iteration 56Q: 3 clusters Score -781893.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -781921.250000 Penalty: 2833.299805
	Iteration 57Q: 3 clusters Score -781921.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -781942.750000 Penalty: 2833.299805
	Iteration 58Q: 3 clusters Score -781942.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -781964.375000 Penalty: 2833.299805
	Iteration 59Q: 3 clusters Score -781964.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -781994.562500 Penalty: 2833.299805
	Iteration 60F: 3 clusters Score -781994.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -782025.625000 Penalty: 2833.299805
	Iteration 61Q: 3 clusters Score -782025.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -782043.625000 Penalty: 2833.299805
	Iteration 62Q: 3 clusters Score -782043.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -782069.125000 Penalty: 2833.299805
	Iteration 63Q: 3 clusters Score -782069.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -782089.062500 Penalty: 2833.299805
	Iteration 64Q: 3 clusters Score -782089.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -782105.750000 Penalty: 2833.299805
	Iteration 65Q: 3 clusters Score -782105.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -782120.500000 Penalty: 2833.299805
	Iteration 66Q: 3 clusters Score -782120.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -782136.250000 Penalty: 2833.299805
	Iteration 67Q: 3 clusters Score -782136.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -782148.812500 Penalty: 2833.299805
	Iteration 68Q: 3 clusters Score -782148.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -782159.625000 Penalty: 2833.299805
	Iteration 69Q: 3 clusters Score -782159.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -782175.125000 Penalty: 2833.299805
	Iteration 70Q: 3 clusters Score -782175.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -782191.125000 Penalty: 2833.299805
	Iteration 71Q: 3 clusters Score -782191.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -782205.562500 Penalty: 2833.299805
	Iteration 72Q: 3 clusters Score -782205.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -782222.125000 Penalty: 2833.299805
	Iteration 73Q: 3 clusters Score -782222.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -782235.125000 Penalty: 2833.299805
	Iteration 74Q: 3 clusters Score -782235.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -782255.875000 Penalty: 2833.299805
	Iteration 75Q: 3 clusters Score -782255.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -782266.687500 Penalty: 2833.299805
	Iteration 76Q: 3 clusters Score -782266.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -782270.500000 Penalty: 2833.299805
	Iteration 77Q: 3 clusters Score -782270.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -782276.250000 Penalty: 2833.299805
	Iteration 78Q: 3 clusters Score -782276.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -782279.000000 Penalty: 2833.299805
	Iteration 79Q: 3 clusters Score -782279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -782278.750000 Penalty: 2833.299805
	Iteration 80F: 3 clusters Score -782278.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -782281.062500 Penalty: 2833.299805
	Iteration 81Q: 3 clusters Score -782281.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -782285.000000 Penalty: 2833.299805
	Iteration 82Q: 3 clusters Score -782285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -782286.937500 Penalty: 2833.299805
	Iteration 83Q: 3 clusters Score -782286.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -782290.000000 Penalty: 2833.299805
	Iteration 84Q: 3 clusters Score -782290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -782290.937500 Penalty: 2833.299805
	Iteration 85Q: 3 clusters Score -782290.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -782292.375000 Penalty: 2833.299805
	Iteration 86Q: 3 clusters Score -782292.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -782292.562500 Penalty: 2833.299805
	Iteration 87Q: 3 clusters Score -782292.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -782292.750000 Penalty: 2833.299805
	Iteration 88Q: 3 clusters Score -782292.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -782292.750000 Penalty: 2833.299805
	Iteration 89F: 3 clusters Score -782292.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Entering Unmasked Estep 
Score: -629142.250000 Penalty: 1374.575806
	Iteration 0F: 2 clusters Score -629142.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -625395.125000 Penalty: 2749.151611
	Iteration 0F: 3 clusters Score -625395.1 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -626561.687500 Penalty: 2749.151611
	Iteration 1F: 3 clusters Score -626561.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -626831.937500 Penalty: 2749.151611
	Iteration 2F: 3 clusters Score -626831.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -627030.875000 Penalty: 2749.151611
	Iteration 3F: 3 clusters Score -627030.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -627165.562500 Penalty: 2749.151611
	Iteration 4Q: 3 clusters Score -627165.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -627284.000000 Penalty: 2749.151611
	Iteration 5Q: 3 clusters Score -627284 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -627372.062500 Penalty: 2749.151611
	Iteration 6Q: 3 clusters Score -627372.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -627463.875000 Penalty: 2749.151611
	Iteration 7Q: 3 clusters Score -627463.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -627561.562500 Penalty: 2749.151611
	Iteration 8Q: 3 clusters Score -627561.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -627660.875000 Penalty: 2749.151611
	Iteration 9Q: 3 clusters Score -627660.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -627754.437500 Penalty: 2749.151611
	Iteration 10Q: 3 clusters Score -627754.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -627862.937500 Penalty: 2749.151611
	Iteration 11Q: 3 clusters Score -627862.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -627970.312500 Penalty: 2749.151611
	Iteration 12Q: 3 clusters Score -627970.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -628068.187500 Penalty: 2749.151611
	Iteration 13Q: 3 clusters Score -628068.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -628176.875000 Penalty: 2749.151611
	Iteration 14Q: 3 clusters Score -628176.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -628317.937500 Penalty: 2749.151611
	Iteration 15Q: 3 clusters Score -628317.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -628456.750000 Penalty: 2749.151611
	Iteration 16Q: 3 clusters Score -628456.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -628568.812500 Penalty: 2749.151611
	Iteration 17Q: 3 clusters Score -628568.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -628649.875000 Penalty: 2749.151611
	Iteration 18Q: 3 clusters Score -628649.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -628713.687500 Penalty: 2749.151611
	Iteration 19Q: 3 clusters Score -628713.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -628755.625000 Penalty: 2749.151611
	Iteration 20F: 3 clusters Score -628755.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -628790.062500 Penalty: 2749.151611
	Iteration 21Q: 3 clusters Score -628790.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -628813.187500 Penalty: 2749.151611
	Iteration 22Q: 3 clusters Score -628813.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -628834.000000 Penalty: 2749.151611
	Iteration 23Q: 3 clusters Score -628834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -628852.687500 Penalty: 2749.151611
	Iteration 24Q: 3 clusters Score -628852.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -628868.375000 Penalty: 2749.151611
	Iteration 25Q: 3 clusters Score -628868.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -628877.562500 Penalty: 2749.151611
	Iteration 26Q: 3 clusters Score -628877.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -628881.875000 Penalty: 2749.151611
	Iteration 27Q: 3 clusters Score -628881.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -628883.000000 Penalty: 2749.151611
	Iteration 28Q: 3 clusters Score -628883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -628883.750000 Penalty: 2749.151611
	Iteration 29Q: 3 clusters Score -628883.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -628885.125000 Penalty: 2749.151611
	Iteration 30Q: 3 clusters Score -628885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -628885.687500 Penalty: 2749.151611
	Iteration 31Q: 3 clusters Score -628885.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -628885.437500 Penalty: 2749.151611
	Iteration 32Q: 3 clusters Score -628885.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -628885.437500 Penalty: 2749.151611
	Iteration 33Q: 3 clusters Score -628885.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -628885.437500 Penalty: 2749.151611
	Iteration 34Q: 3 clusters Score -628885.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -628885.437500 Penalty: 2749.151611
	Iteration 35F: 3 clusters Score -628885.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Entering Unmasked Estep 
Score: -150825.734375 Penalty: 1148.992676
	Iteration 0F: 2 clusters Score -150825.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -149302.453125 Penalty: 2297.985352
	Iteration 0F: 3 clusters Score -149302.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -149677.171875 Penalty: 2297.985352
	Iteration 1F: 3 clusters Score -149677.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -149795.812500 Penalty: 2297.985352
	Iteration 2F: 3 clusters Score -149795.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -149862.109375 Penalty: 2297.985352
	Iteration 3Q: 3 clusters Score -149862.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -149904.156250 Penalty: 2297.985352
	Iteration 4Q: 3 clusters Score -149904.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -149945.531250 Penalty: 2297.985352
	Iteration 5Q: 3 clusters Score -149945.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -149972.437500 Penalty: 2297.985352
	Iteration 6Q: 3 clusters Score -149972.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -149986.125000 Penalty: 2297.985352
	Iteration 7Q: 3 clusters Score -149986.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -149999.859375 Penalty: 2297.985352
	Iteration 8Q: 3 clusters Score -149999.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -150015.859375 Penalty: 2297.985352
	Iteration 9Q: 3 clusters Score -150015.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -150025.781250 Penalty: 2297.985352
	Iteration 10Q: 3 clusters Score -150025.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -150031.031250 Penalty: 2297.985352
	Iteration 11Q: 3 clusters Score -150031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -150031.906250 Penalty: 2297.985352
	Iteration 12Q: 3 clusters Score -150031.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -150032.125000 Penalty: 2297.985352
	Iteration 13Q: 3 clusters Score -150032.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -150032.125000 Penalty: 2297.985352
	Iteration 14F: 3 clusters Score -150032.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Entering Unmasked Estep 
Score: -251023.500000 Penalty: 1230.865723
	Iteration 0F: 2 clusters Score -251023.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -248964.093750 Penalty: 2461.731445
	Iteration 0F: 3 clusters Score -248964.1 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -249447.812500 Penalty: 2461.731445
	Iteration 1F: 3 clusters Score -249447.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -249661.031250 Penalty: 2461.731445
	Iteration 2F: 3 clusters Score -249661 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -249784.640625 Penalty: 2461.731445
	Iteration 3F: 3 clusters Score -249784.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -249873.921875 Penalty: 2461.731445
	Iteration 4Q: 3 clusters Score -249873.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -249964.781250 Penalty: 2461.731445
	Iteration 5Q: 3 clusters Score -249964.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -250036.312500 Penalty: 2461.731445
	Iteration 6Q: 3 clusters Score -250036.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -250083.375000 Penalty: 2461.731445
	Iteration 7Q: 3 clusters Score -250083.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -250142.000000 Penalty: 2461.731445
	Iteration 8Q: 3 clusters Score -250142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -250182.234375 Penalty: 2461.731445
	Iteration 9Q: 3 clusters Score -250182.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -250217.203125 Penalty: 2461.731445
	Iteration 10Q: 3 clusters Score -250217.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -250264.000000 Penalty: 2461.731445
	Iteration 11Q: 3 clusters Score -250264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -250302.296875 Penalty: 2461.731445
	Iteration 12Q: 3 clusters Score -250302.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -250331.203125 Penalty: 2461.731445
	Iteration 13Q: 3 clusters Score -250331.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -250345.046875 Penalty: 2461.731445
	Iteration 14Q: 3 clusters Score -250345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -250357.734375 Penalty: 2461.731445
	Iteration 15Q: 3 clusters Score -250357.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -250365.187500 Penalty: 2461.731445
	Iteration 16Q: 3 clusters Score -250365.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -250371.656250 Penalty: 2461.731445
	Iteration 17Q: 3 clusters Score -250371.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -250373.015625 Penalty: 2461.731445
	Iteration 18Q: 3 clusters Score -250373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -250374.687500 Penalty: 2461.731445
	Iteration 19Q: 3 clusters Score -250374.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -250376.125000 Penalty: 2461.731445
	Iteration 20F: 3 clusters Score -250376.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -250376.671875 Penalty: 2461.731445
	Iteration 21Q: 3 clusters Score -250376.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -250377.281250 Penalty: 2461.731445
	Iteration 22Q: 3 clusters Score -250377.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -250379.703125 Penalty: 2461.731445
	Iteration 23Q: 3 clusters Score -250379.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -250385.968750 Penalty: 2461.731445
	Iteration 24Q: 3 clusters Score -250386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -250397.046875 Penalty: 2461.731445
	Iteration 25Q: 3 clusters Score -250397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -250404.218750 Penalty: 2461.731445
	Iteration 26Q: 3 clusters Score -250404.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -250412.796875 Penalty: 2461.731445
	Iteration 27Q: 3 clusters Score -250412.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -250422.359375 Penalty: 2461.731445
	Iteration 28Q: 3 clusters Score -250422.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -250430.375000 Penalty: 2461.731445
	Iteration 29Q: 3 clusters Score -250430.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -250435.109375 Penalty: 2461.731445
	Iteration 30Q: 3 clusters Score -250435.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -250443.687500 Penalty: 2461.731445
	Iteration 31Q: 3 clusters Score -250443.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -250449.671875 Penalty: 2461.731445
	Iteration 32Q: 3 clusters Score -250449.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -250451.734375 Penalty: 2461.731445
	Iteration 33Q: 3 clusters Score -250451.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -250456.843750 Penalty: 2461.731445
	Iteration 34Q: 3 clusters Score -250456.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -250462.046875 Penalty: 2461.731445
	Iteration 35Q: 3 clusters Score -250462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -250464.250000 Penalty: 2461.731445
	Iteration 36Q: 3 clusters Score -250464.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -250469.671875 Penalty: 2461.731445
	Iteration 37Q: 3 clusters Score -250469.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -250471.250000 Penalty: 2461.731445
	Iteration 38Q: 3 clusters Score -250471.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -250477.937500 Penalty: 2461.731445
	Iteration 39Q: 3 clusters Score -250477.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -250481.281250 Penalty: 2461.731445
	Iteration 40F: 3 clusters Score -250481.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -250483.375000 Penalty: 2461.731445
	Iteration 41Q: 3 clusters Score -250483.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -250486.000000 Penalty: 2461.731445
	Iteration 42Q: 3 clusters Score -250486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -250488.078125 Penalty: 2461.731445
	Iteration 43Q: 3 clusters Score -250488.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -250489.046875 Penalty: 2461.731445
	Iteration 44Q: 3 clusters Score -250489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -250489.781250 Penalty: 2461.731445
	Iteration 45Q: 3 clusters Score -250489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -250489.781250 Penalty: 2461.731445
	Iteration 46F: 3 clusters Score -250489.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (14966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Entering Unmasked Estep 
Score: -2276535.250000 Penalty: 1562.199585
	Iteration 0F: 2 clusters Score -2276535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2266369.000000 Penalty: 3124.399170
	Iteration 0F: 3 clusters Score -2266369 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2270101.000000 Penalty: 3124.399170
	Iteration 1F: 3 clusters Score -2270101 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2270440.250000 Penalty: 3124.399170
	Iteration 2F: 3 clusters Score -2270440 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2270785.250000 Penalty: 3124.399170
	Iteration 3F: 3 clusters Score -2270785 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2271137.500000 Penalty: 3124.399170
	Iteration 4F: 3 clusters Score -2271138 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2271485.000000 Penalty: 3124.399170
	Iteration 5Q: 3 clusters Score -2271485 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2271859.250000 Penalty: 3124.399170
	Iteration 6Q: 3 clusters Score -2271859 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2272258.000000 Penalty: 3124.399170
	Iteration 7Q: 3 clusters Score -2272258 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2272688.000000 Penalty: 3124.399170
	Iteration 8Q: 3 clusters Score -2272688 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2273053.250000 Penalty: 3124.399170
	Iteration 9Q: 3 clusters Score -2273053 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2273341.250000 Penalty: 3124.399170
	Iteration 10Q: 3 clusters Score -2273341 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2273576.000000 Penalty: 3124.399170
	Iteration 11Q: 3 clusters Score -2273576 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2273726.750000 Penalty: 3124.399170
	Iteration 12Q: 3 clusters Score -2273727 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2273827.750000 Penalty: 3124.399170
	Iteration 13Q: 3 clusters Score -2273828 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2273923.250000 Penalty: 3124.399170
	Iteration 14Q: 3 clusters Score -2273923 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2273982.000000 Penalty: 3124.399170
	Iteration 15Q: 3 clusters Score -2273982 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2274029.500000 Penalty: 3124.399170
	Iteration 16Q: 3 clusters Score -2274030 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2274072.750000 Penalty: 3124.399170
	Iteration 17Q: 3 clusters Score -2274073 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2274102.250000 Penalty: 3124.399170
	Iteration 18Q: 3 clusters Score -2274102 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2274147.750000 Penalty: 3124.399170
	Iteration 19Q: 3 clusters Score -2274148 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2274207.250000 Penalty: 3124.399170
	Iteration 20F: 3 clusters Score -2274207 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2274267.250000 Penalty: 3124.399170
	Iteration 21Q: 3 clusters Score -2274267 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2274320.750000 Penalty: 3124.399170
	Iteration 22Q: 3 clusters Score -2274321 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2274377.000000 Penalty: 3124.399170
	Iteration 23Q: 3 clusters Score -2274377 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2274422.500000 Penalty: 3124.399170
	Iteration 24Q: 3 clusters Score -2274422 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2274467.750000 Penalty: 3124.399170
	Iteration 25Q: 3 clusters Score -2274468 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2274520.250000 Penalty: 3124.399170
	Iteration 26Q: 3 clusters Score -2274520 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2274570.250000 Penalty: 3124.399170
	Iteration 27Q: 3 clusters Score -2274570 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2274613.750000 Penalty: 3124.399170
	Iteration 28Q: 3 clusters Score -2274614 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2274644.750000 Penalty: 3124.399170
	Iteration 29Q: 3 clusters Score -2274645 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2274678.500000 Penalty: 3124.399170
	Iteration 30Q: 3 clusters Score -2274678 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2274700.250000 Penalty: 3124.399170
	Iteration 31Q: 3 clusters Score -2274700 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2274727.750000 Penalty: 3124.399170
	Iteration 32Q: 3 clusters Score -2274728 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2274756.000000 Penalty: 3124.399170
	Iteration 33Q: 3 clusters Score -2274756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2274778.000000 Penalty: 3124.399170
	Iteration 34Q: 3 clusters Score -2274778 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2274797.750000 Penalty: 3124.399170
	Iteration 35Q: 3 clusters Score -2274798 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2274809.500000 Penalty: 3124.399170
	Iteration 36Q: 3 clusters Score -2274810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2274825.000000 Penalty: 3124.399170
	Iteration 37Q: 3 clusters Score -2274825 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2274830.000000 Penalty: 3124.399170
	Iteration 38Q: 3 clusters Score -2274830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2274844.250000 Penalty: 3124.399170
	Iteration 39Q: 3 clusters Score -2274844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2274854.750000 Penalty: 3124.399170
	Iteration 40F: 3 clusters Score -2274855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2274864.000000 Penalty: 3124.399170
	Iteration 41Q: 3 clusters Score -2274864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2274870.500000 Penalty: 3124.399170
	Iteration 42Q: 3 clusters Score -2274870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2274867.500000 Penalty: 3124.399170
	Iteration 43Q: 3 clusters Score -2274868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2274879.750000 Penalty: 3124.399170
	Iteration 44Q: 3 clusters Score -2274880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2274892.750000 Penalty: 3124.399170
	Iteration 45Q: 3 clusters Score -2274893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2274906.750000 Penalty: 3124.399170
	Iteration 46Q: 3 clusters Score -2274907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2274915.000000 Penalty: 3124.399170
	Iteration 47Q: 3 clusters Score -2274915 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2274920.750000 Penalty: 3124.399170
	Iteration 48Q: 3 clusters Score -2274921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2274927.250000 Penalty: 3124.399170
	Iteration 49Q: 3 clusters Score -2274927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2274931.750000 Penalty: 3124.399170
	Iteration 50Q: 3 clusters Score -2274932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2274949.750000 Penalty: 3124.399170
	Iteration 51Q: 3 clusters Score -2274950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2274963.000000 Penalty: 3124.399170
	Iteration 52Q: 3 clusters Score -2274963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2274964.500000 Penalty: 3124.399170
	Iteration 53Q: 3 clusters Score -2274964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2274977.250000 Penalty: 3124.399170
	Iteration 54Q: 3 clusters Score -2274977 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2274989.750000 Penalty: 3124.399170
	Iteration 55Q: 3 clusters Score -2274990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2274994.000000 Penalty: 3124.399170
	Iteration 56Q: 3 clusters Score -2274994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2275001.750000 Penalty: 3124.399170
	Iteration 57Q: 3 clusters Score -2275002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2275015.750000 Penalty: 3124.399170
	Iteration 58Q: 3 clusters Score -2275016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2275026.250000 Penalty: 3124.399170
	Iteration 59Q: 3 clusters Score -2275026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2275036.000000 Penalty: 3124.399170
	Iteration 60F: 3 clusters Score -2275036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2275049.000000 Penalty: 3124.399170
	Iteration 61Q: 3 clusters Score -2275049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2275064.750000 Penalty: 3124.399170
	Iteration 62Q: 3 clusters Score -2275065 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2275082.000000 Penalty: 3124.399170
	Iteration 63Q: 3 clusters Score -2275082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2275094.000000 Penalty: 3124.399170
	Iteration 64Q: 3 clusters Score -2275094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2275102.000000 Penalty: 3124.399170
	Iteration 65Q: 3 clusters Score -2275102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2275108.250000 Penalty: 3124.399170
	Iteration 66Q: 3 clusters Score -2275108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2275119.750000 Penalty: 3124.399170
	Iteration 67Q: 3 clusters Score -2275120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2275129.750000 Penalty: 3124.399170
	Iteration 68Q: 3 clusters Score -2275130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2275144.000000 Penalty: 3124.399170
	Iteration 69Q: 3 clusters Score -2275144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2275148.500000 Penalty: 3124.399170
	Iteration 70Q: 3 clusters Score -2275148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2275153.750000 Penalty: 3124.399170
	Iteration 71Q: 3 clusters Score -2275154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2275162.750000 Penalty: 3124.399170
	Iteration 72Q: 3 clusters Score -2275163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2275165.750000 Penalty: 3124.399170
	Iteration 73Q: 3 clusters Score -2275166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2275167.500000 Penalty: 3124.399170
	Iteration 74Q: 3 clusters Score -2275168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2275168.500000 Penalty: 3124.399170
	Iteration 75Q: 3 clusters Score -2275168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2275174.000000 Penalty: 3124.399170
	Iteration 76Q: 3 clusters Score -2275174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2275181.500000 Penalty: 3124.399170
	Iteration 77Q: 3 clusters Score -2275182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2275187.750000 Penalty: 3124.399170
	Iteration 78Q: 3 clusters Score -2275188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2275191.500000 Penalty: 3124.399170
	Iteration 79Q: 3 clusters Score -2275192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2275187.250000 Penalty: 3124.399170
	Iteration 80F: 3 clusters Score -2275187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2275192.250000 Penalty: 3124.399170
	Iteration 81Q: 3 clusters Score -2275192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2275192.500000 Penalty: 3124.399170
	Iteration 82Q: 3 clusters Score -2275192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2275196.750000 Penalty: 3124.399170
	Iteration 83Q: 3 clusters Score -2275197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2275200.000000 Penalty: 3124.399170
	Iteration 84Q: 3 clusters Score -2275200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2275198.500000 Penalty: 3124.399170
	Iteration 85Q: 3 clusters Score -2275198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2275205.250000 Penalty: 3124.399170
	Iteration 86Q: 3 clusters Score -2275205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2275205.250000 Penalty: 3124.399170
	Iteration 87Q: 3 clusters Score -2275205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2275206.500000 Penalty: 3124.399170
	Iteration 88Q: 3 clusters Score -2275206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2275208.000000 Penalty: 3124.399170
	Iteration 89Q: 3 clusters Score -2275208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2275210.000000 Penalty: 3124.399170
	Iteration 90Q: 3 clusters Score -2275210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2275210.000000 Penalty: 3124.399170
	Iteration 91Q: 3 clusters Score -2275210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2275208.000000 Penalty: 3124.399170
	Iteration 92Q: 3 clusters Score -2275208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2275208.250000 Penalty: 3124.399170
	Iteration 93Q: 3 clusters Score -2275208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2275211.250000 Penalty: 3124.399170
	Iteration 94Q: 3 clusters Score -2275211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2275211.750000 Penalty: 3124.399170
	Iteration 95Q: 3 clusters Score -2275212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2275212.000000 Penalty: 3124.399170
	Iteration 96Q: 3 clusters Score -2275212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2275215.250000 Penalty: 3124.399170
	Iteration 97Q: 3 clusters Score -2275215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2275218.750000 Penalty: 3124.399170
	Iteration 98Q: 3 clusters Score -2275219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2275226.000000 Penalty: 3124.399170
	Iteration 99Q: 3 clusters Score -2275226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2275225.000000 Penalty: 3124.399170
	Iteration 100F: 3 clusters Score -2275225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2275225.500000 Penalty: 3124.399170
	Iteration 101Q: 3 clusters Score -2275226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2275225.000000 Penalty: 3124.399170
	Iteration 102Q: 3 clusters Score -2275225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2275223.500000 Penalty: 3124.399170
	Iteration 103Q: 3 clusters Score -2275224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2275225.500000 Penalty: 3124.399170
	Iteration 104Q: 3 clusters Score -2275226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2275225.500000 Penalty: 3124.399170
	Iteration 105F: 3 clusters Score -2275226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (19579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Entering Unmasked Estep 
Score: -2993295.000000 Penalty: 1605.859497
	Iteration 0F: 2 clusters Score -2993295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2981247.250000 Penalty: 3211.718994
	Iteration 0F: 3 clusters Score -2981247 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2986020.500000 Penalty: 3211.718994
	Iteration 1F: 3 clusters Score -2986020 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2986376.500000 Penalty: 3211.718994
	Iteration 2F: 3 clusters Score -2986376 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2986722.250000 Penalty: 3211.718994
	Iteration 3Q: 3 clusters Score -2986722 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2987111.500000 Penalty: 3211.718994
	Iteration 4F: 3 clusters Score -2987112 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2987502.000000 Penalty: 3211.718994
	Iteration 5Q: 3 clusters Score -2987502 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2987894.750000 Penalty: 3211.718994
	Iteration 6F: 3 clusters Score -2987895 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2988295.250000 Penalty: 3211.718994
	Iteration 7Q: 3 clusters Score -2988295 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2988762.750000 Penalty: 3211.718994
	Iteration 8Q: 3 clusters Score -2988763 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2989248.250000 Penalty: 3211.718994
	Iteration 9Q: 3 clusters Score -2989248 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2989700.750000 Penalty: 3211.718994
	Iteration 10Q: 3 clusters Score -2989701 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2990092.000000 Penalty: 3211.718994
	Iteration 11Q: 3 clusters Score -2990092 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2990429.250000 Penalty: 3211.718994
	Iteration 12Q: 3 clusters Score -2990429 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2990685.750000 Penalty: 3211.718994
	Iteration 13Q: 3 clusters Score -2990686 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2990866.250000 Penalty: 3211.718994
	Iteration 14Q: 3 clusters Score -2990866 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2991016.500000 Penalty: 3211.718994
	Iteration 15Q: 3 clusters Score -2991016 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2991176.750000 Penalty: 3211.718994
	Iteration 16Q: 3 clusters Score -2991177 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2991287.750000 Penalty: 3211.718994
	Iteration 17Q: 3 clusters Score -2991288 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2991377.000000 Penalty: 3211.718994
	Iteration 18Q: 3 clusters Score -2991377 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2991474.750000 Penalty: 3211.718994
	Iteration 19Q: 3 clusters Score -2991475 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2991541.250000 Penalty: 3211.718994
	Iteration 20F: 3 clusters Score -2991541 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2991589.000000 Penalty: 3211.718994
	Iteration 21Q: 3 clusters Score -2991589 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2991615.000000 Penalty: 3211.718994
	Iteration 22Q: 3 clusters Score -2991615 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2991638.000000 Penalty: 3211.718994
	Iteration 23Q: 3 clusters Score -2991638 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2991668.000000 Penalty: 3211.718994
	Iteration 24Q: 3 clusters Score -2991668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2991695.500000 Penalty: 3211.718994
	Iteration 25Q: 3 clusters Score -2991696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2991712.500000 Penalty: 3211.718994
	Iteration 26Q: 3 clusters Score -2991712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2991727.250000 Penalty: 3211.718994
	Iteration 27Q: 3 clusters Score -2991727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2991754.500000 Penalty: 3211.718994
	Iteration 28Q: 3 clusters Score -2991754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2991776.000000 Penalty: 3211.718994
	Iteration 29Q: 3 clusters Score -2991776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2991794.500000 Penalty: 3211.718994
	Iteration 30Q: 3 clusters Score -2991794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2991796.500000 Penalty: 3211.718994
	Iteration 31Q: 3 clusters Score -2991796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2991811.750000 Penalty: 3211.718994
	Iteration 32Q: 3 clusters Score -2991812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2991817.250000 Penalty: 3211.718994
	Iteration 33Q: 3 clusters Score -2991817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2991828.750000 Penalty: 3211.718994
	Iteration 34Q: 3 clusters Score -2991829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2991841.500000 Penalty: 3211.718994
	Iteration 35Q: 3 clusters Score -2991842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2991848.000000 Penalty: 3211.718994
	Iteration 36Q: 3 clusters Score -2991848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2991856.000000 Penalty: 3211.718994
	Iteration 37Q: 3 clusters Score -2991856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2991863.750000 Penalty: 3211.718994
	Iteration 38Q: 3 clusters Score -2991864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2991866.500000 Penalty: 3211.718994
	Iteration 39Q: 3 clusters Score -2991866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2991874.500000 Penalty: 3211.718994
	Iteration 40F: 3 clusters Score -2991874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2991874.000000 Penalty: 3211.718994
	Iteration 41Q: 3 clusters Score -2991874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2991874.250000 Penalty: 3211.718994
	Iteration 42Q: 3 clusters Score -2991874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2991873.250000 Penalty: 3211.718994
	Iteration 43Q: 3 clusters Score -2991873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2991870.750000 Penalty: 3211.718994
	Iteration 44Q: 3 clusters Score -2991871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2991874.000000 Penalty: 3211.718994
	Iteration 45Q: 3 clusters Score -2991874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2991874.500000 Penalty: 3211.718994
	Iteration 46Q: 3 clusters Score -2991874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2991874.250000 Penalty: 3211.718994
	Iteration 47Q: 3 clusters Score -2991874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2991878.500000 Penalty: 3211.718994
	Iteration 48Q: 3 clusters Score -2991878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2991877.750000 Penalty: 3211.718994
	Iteration 49Q: 3 clusters Score -2991878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2991883.000000 Penalty: 3211.718994
	Iteration 50Q: 3 clusters Score -2991883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2991881.750000 Penalty: 3211.718994
	Iteration 51Q: 3 clusters Score -2991882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2991882.250000 Penalty: 3211.718994
	Iteration 52Q: 3 clusters Score -2991882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2991882.250000 Penalty: 3211.718994
	Iteration 53F: 3 clusters Score -2991882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Entering Unmasked Estep 
Score: -832143.750000 Penalty: 1410.857422
	Iteration 0F: 2 clusters Score -832143.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -827588.187500 Penalty: 2821.714844
	Iteration 0F: 3 clusters Score -827588.2 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -828981.500000 Penalty: 2821.714844
	Iteration 1F: 3 clusters Score -828981.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -829208.500000 Penalty: 2821.714844
	Iteration 2F: 3 clusters Score -829208.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -829388.437500 Penalty: 2821.714844
	Iteration 3F: 3 clusters Score -829388.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -829578.312500 Penalty: 2821.714844
	Iteration 4F: 3 clusters Score -829578.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -829756.187500 Penalty: 2821.714844
	Iteration 5F: 3 clusters Score -829756.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -829933.125000 Penalty: 2821.714844
	Iteration 6Q: 3 clusters Score -829933.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -830121.187500 Penalty: 2821.714844
	Iteration 7Q: 3 clusters Score -830121.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -830280.062500 Penalty: 2821.714844
	Iteration 8Q: 3 clusters Score -830280.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -830454.437500 Penalty: 2821.714844
	Iteration 9Q: 3 clusters Score -830454.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -830668.000000 Penalty: 2821.714844
	Iteration 10Q: 3 clusters Score -830668 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -830870.625000 Penalty: 2821.714844
	Iteration 11Q: 3 clusters Score -830870.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -831039.562500 Penalty: 2821.714844
	Iteration 12Q: 3 clusters Score -831039.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -831150.625000 Penalty: 2821.714844
	Iteration 13Q: 3 clusters Score -831150.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -831244.687500 Penalty: 2821.714844
	Iteration 14Q: 3 clusters Score -831244.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -831302.125000 Penalty: 2821.714844
	Iteration 15Q: 3 clusters Score -831302.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -831345.000000 Penalty: 2821.714844
	Iteration 16Q: 3 clusters Score -831345 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -831366.750000 Penalty: 2821.714844
	Iteration 17Q: 3 clusters Score -831366.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -831385.250000 Penalty: 2821.714844
	Iteration 18Q: 3 clusters Score -831385.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -831391.937500 Penalty: 2821.714844
	Iteration 19Q: 3 clusters Score -831391.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -831395.875000 Penalty: 2821.714844
	Iteration 20F: 3 clusters Score -831395.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -831399.562500 Penalty: 2821.714844
	Iteration 21Q: 3 clusters Score -831399.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -831402.250000 Penalty: 2821.714844
	Iteration 22Q: 3 clusters Score -831402.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -831403.062500 Penalty: 2821.714844
	Iteration 23Q: 3 clusters Score -831403.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -831403.062500 Penalty: 2821.714844
	Iteration 24F: 3 clusters Score -831403.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Entering Unmasked Estep 
Score: -171358.437500 Penalty: 1172.356934
	Iteration 0F: 2 clusters Score -171358.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -169726.843750 Penalty: 2344.713867
	Iteration 0F: 3 clusters Score -169726.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -170097.750000 Penalty: 2344.713867
	Iteration 1F: 3 clusters Score -170097.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -170257.984375 Penalty: 2344.713867
	Iteration 2F: 3 clusters Score -170258 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -170363.812500 Penalty: 2344.713867
	Iteration 3F: 3 clusters Score -170363.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -170460.484375 Penalty: 2344.713867
	Iteration 4F: 3 clusters Score -170460.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -170561.609375 Penalty: 2344.713867
	Iteration 5F: 3 clusters Score -170561.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -170644.968750 Penalty: 2344.713867
	Iteration 6Q: 3 clusters Score -170645 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -170726.218750 Penalty: 2344.713867
	Iteration 7Q: 3 clusters Score -170726.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -170805.281250 Penalty: 2344.713867
	Iteration 8Q: 3 clusters Score -170805.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -170863.000000 Penalty: 2344.713867
	Iteration 9Q: 3 clusters Score -170863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -170888.671875 Penalty: 2344.713867
	Iteration 10Q: 3 clusters Score -170888.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -170919.593750 Penalty: 2344.713867
	Iteration 11Q: 3 clusters Score -170919.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -170965.234375 Penalty: 2344.713867
	Iteration 12Q: 3 clusters Score -170965.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -170995.453125 Penalty: 2344.713867
	Iteration 13Q: 3 clusters Score -170995.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -171038.359375 Penalty: 2344.713867
	Iteration 14Q: 3 clusters Score -171038.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -171074.906250 Penalty: 2344.713867
	Iteration 15Q: 3 clusters Score -171074.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -171114.562500 Penalty: 2344.713867
	Iteration 16Q: 3 clusters Score -171114.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -171155.593750 Penalty: 2344.713867
	Iteration 17Q: 3 clusters Score -171155.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -171205.562500 Penalty: 2344.713867
	Iteration 18Q: 3 clusters Score -171205.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -171280.125000 Penalty: 2344.713867
	Iteration 19Q: 3 clusters Score -171280.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -171335.906250 Penalty: 2344.713867
	Iteration 20F: 3 clusters Score -171335.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -171380.203125 Penalty: 2344.713867
	Iteration 21Q: 3 clusters Score -171380.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -171419.468750 Penalty: 2344.713867
	Iteration 22Q: 3 clusters Score -171419.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -171450.687500 Penalty: 2344.713867
	Iteration 23Q: 3 clusters Score -171450.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -171480.312500 Penalty: 2344.713867
	Iteration 24Q: 3 clusters Score -171480.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -171495.375000 Penalty: 2344.713867
	Iteration 25Q: 3 clusters Score -171495.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -171512.453125 Penalty: 2344.713867
	Iteration 26Q: 3 clusters Score -171512.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -171521.031250 Penalty: 2344.713867
	Iteration 27Q: 3 clusters Score -171521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -171522.671875 Penalty: 2344.713867
	Iteration 28Q: 3 clusters Score -171522.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -171524.046875 Penalty: 2344.713867
	Iteration 29Q: 3 clusters Score -171524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -171525.171875 Penalty: 2344.713867
	Iteration 30Q: 3 clusters Score -171525.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -171525.921875 Penalty: 2344.713867
	Iteration 31Q: 3 clusters Score -171525.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -171525.921875 Penalty: 2344.713867
	Iteration 32F: 3 clusters Score -171525.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 17159 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10904 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1635 members 
Mstep: Class 12 contains 21354 members 
Mstep: Class 13 contains 8343 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8027 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 8081 members 
Mstep: Class 27 contains 12533 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12444 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 25171 members 
Mstep: Class 44 contains 15946 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12256 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1948 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 625 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23029 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4846 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15540 members 
Mstep: Class 81 contains 734 members 
Entering Unmasked Estep 
Score: -85943088.000000 Penalty: 175152.437500
Splitting cluster 65 changes total score from -85943848.000000 to -85943088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (1644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Entering Unmasked Estep 
Score: -223686.812500 Penalty: 1203.294189
	Iteration 0F: 2 clusters Score -223686.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -221873.656250 Penalty: 2406.588379
	Iteration 0F: 3 clusters Score -221873.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -222247.312500 Penalty: 2406.588379
	Iteration 1F: 3 clusters Score -222247.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -222390.937500 Penalty: 2406.588379
	Iteration 2F: 3 clusters Score -222390.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -222509.406250 Penalty: 2406.588379
	Iteration 3F: 3 clusters Score -222509.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -222590.281250 Penalty: 2406.588379
	Iteration 4F: 3 clusters Score -222590.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -222645.718750 Penalty: 2406.588379
	Iteration 5Q: 3 clusters Score -222645.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -222692.437500 Penalty: 2406.588379
	Iteration 6Q: 3 clusters Score -222692.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -222739.406250 Penalty: 2406.588379
	Iteration 7Q: 3 clusters Score -222739.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -222779.718750 Penalty: 2406.588379
	Iteration 8Q: 3 clusters Score -222779.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -222812.062500 Penalty: 2406.588379
	Iteration 9Q: 3 clusters Score -222812.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -222841.796875 Penalty: 2406.588379
	Iteration 10Q: 3 clusters Score -222841.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -222867.343750 Penalty: 2406.588379
	Iteration 11Q: 3 clusters Score -222867.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -222892.828125 Penalty: 2406.588379
	Iteration 12Q: 3 clusters Score -222892.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -222907.000000 Penalty: 2406.588379
	Iteration 13Q: 3 clusters Score -222907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -222916.734375 Penalty: 2406.588379
	Iteration 14Q: 3 clusters Score -222916.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -222922.125000 Penalty: 2406.588379
	Iteration 15Q: 3 clusters Score -222922.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -222925.546875 Penalty: 2406.588379
	Iteration 16Q: 3 clusters Score -222925.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -222928.578125 Penalty: 2406.588379
	Iteration 17Q: 3 clusters Score -222928.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -222930.671875 Penalty: 2406.588379
	Iteration 18Q: 3 clusters Score -222930.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -222930.953125 Penalty: 2406.588379
	Iteration 19Q: 3 clusters Score -222931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -222930.953125 Penalty: 2406.588379
	Iteration 20F: 3 clusters Score -222931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -145235.828125 Penalty: 1146.628418
	Iteration 0F: 2 clusters Score -145235.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -143705.859375 Penalty: 2293.256836
	Iteration 0F: 3 clusters Score -143705.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -144038.437500 Penalty: 2293.256836
	Iteration 1F: 3 clusters Score -144038.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -144171.250000 Penalty: 2293.256836
	Iteration 2F: 3 clusters Score -144171.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -144237.812500 Penalty: 2293.256836
	Iteration 3Q: 3 clusters Score -144237.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -144277.890625 Penalty: 2293.256836
	Iteration 4Q: 3 clusters Score -144277.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -144295.140625 Penalty: 2293.256836
	Iteration 5Q: 3 clusters Score -144295.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -144309.593750 Penalty: 2293.256836
	Iteration 6Q: 3 clusters Score -144309.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -144331.015625 Penalty: 2293.256836
	Iteration 7Q: 3 clusters Score -144331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -144362.125000 Penalty: 2293.256836
	Iteration 8Q: 3 clusters Score -144362.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -144401.218750 Penalty: 2293.256836
	Iteration 9Q: 3 clusters Score -144401.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -144441.296875 Penalty: 2293.256836
	Iteration 10Q: 3 clusters Score -144441.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -144489.609375 Penalty: 2293.256836
	Iteration 11Q: 3 clusters Score -144489.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -144535.671875 Penalty: 2293.256836
	Iteration 12Q: 3 clusters Score -144535.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -144572.578125 Penalty: 2293.256836
	Iteration 13Q: 3 clusters Score -144572.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -144603.656250 Penalty: 2293.256836
	Iteration 14Q: 3 clusters Score -144603.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -144622.656250 Penalty: 2293.256836
	Iteration 15Q: 3 clusters Score -144622.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -144630.781250 Penalty: 2293.256836
	Iteration 16Q: 3 clusters Score -144630.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -144632.984375 Penalty: 2293.256836
	Iteration 17Q: 3 clusters Score -144633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -144635.281250 Penalty: 2293.256836
	Iteration 18Q: 3 clusters Score -144635.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -144639.125000 Penalty: 2293.256836
	Iteration 19Q: 3 clusters Score -144639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -144640.078125 Penalty: 2293.256836
	Iteration 20F: 3 clusters Score -144640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -144641.640625 Penalty: 2293.256836
	Iteration 21Q: 3 clusters Score -144641.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -144641.640625 Penalty: 2293.256836
	Iteration 22F: 3 clusters Score -144641.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -142430.515625 Penalty: 1143.802368
	Iteration 0F: 2 clusters Score -142430.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -140868.328125 Penalty: 2287.604736
	Iteration 0F: 3 clusters Score -140868.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -141204.828125 Penalty: 2287.604736
	Iteration 1F: 3 clusters Score -141204.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -141348.312500 Penalty: 2287.604736
	Iteration 2F: 3 clusters Score -141348.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -141454.515625 Penalty: 2287.604736
	Iteration 3F: 3 clusters Score -141454.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -141559.312500 Penalty: 2287.604736
	Iteration 4Q: 3 clusters Score -141559.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -141629.921875 Penalty: 2287.604736
	Iteration 5Q: 3 clusters Score -141629.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -141677.546875 Penalty: 2287.604736
	Iteration 6Q: 3 clusters Score -141677.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -141726.187500 Penalty: 2287.604736
	Iteration 7Q: 3 clusters Score -141726.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -141759.234375 Penalty: 2287.604736
	Iteration 8Q: 3 clusters Score -141759.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -141807.234375 Penalty: 2287.604736
	Iteration 9Q: 3 clusters Score -141807.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -141836.062500 Penalty: 2287.604736
	Iteration 10Q: 3 clusters Score -141836.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -141857.937500 Penalty: 2287.604736
	Iteration 11Q: 3 clusters Score -141857.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -141879.781250 Penalty: 2287.604736
	Iteration 12Q: 3 clusters Score -141879.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -141901.781250 Penalty: 2287.604736
	Iteration 13Q: 3 clusters Score -141901.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -141928.968750 Penalty: 2287.604736
	Iteration 14Q: 3 clusters Score -141929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -141966.140625 Penalty: 2287.604736
	Iteration 15Q: 3 clusters Score -141966.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -142014.671875 Penalty: 2287.604736
	Iteration 16Q: 3 clusters Score -142014.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -142046.640625 Penalty: 2287.604736
	Iteration 17Q: 3 clusters Score -142046.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -142056.296875 Penalty: 2287.604736
	Iteration 18Q: 3 clusters Score -142056.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -142073.609375 Penalty: 2287.604736
	Iteration 19Q: 3 clusters Score -142073.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -142078.156250 Penalty: 2287.604736
	Iteration 20F: 3 clusters Score -142078.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -142080.109375 Penalty: 2287.604736
	Iteration 21Q: 3 clusters Score -142080.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -142081.031250 Penalty: 2287.604736
	Iteration 22Q: 3 clusters Score -142081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -142082.093750 Penalty: 2287.604736
	Iteration 23Q: 3 clusters Score -142082.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -142084.234375 Penalty: 2287.604736
	Iteration 24Q: 3 clusters Score -142084.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -142085.390625 Penalty: 2287.604736
	Iteration 25Q: 3 clusters Score -142085.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -142085.609375 Penalty: 2287.604736
	Iteration 26Q: 3 clusters Score -142085.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -142085.609375 Penalty: 2287.604736
	Iteration 27F: 3 clusters Score -142085.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (23029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Entering Unmasked Estep 
Score: -3503999.750000 Penalty: 1632.232910
	Iteration 0F: 2 clusters Score -3504000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -3489849.000000 Penalty: 3264.465820
	Iteration 0F: 3 clusters Score -3489849 nChanged 10516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -3495563.250000 Penalty: 3264.465820
	Iteration 1F: 3 clusters Score -3495563 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3495830.500000 Penalty: 3264.465820
	Iteration 2Q: 3 clusters Score -3495830 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -3496067.500000 Penalty: 3264.465820
	Iteration 3Q: 3 clusters Score -3496068 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -3496291.500000 Penalty: 3264.465820
	Iteration 4Q: 3 clusters Score -3496292 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -3496507.250000 Penalty: 3264.465820
	Iteration 5Q: 3 clusters Score -3496507 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3496780.750000 Penalty: 3264.465820
	Iteration 6Q: 3 clusters Score -3496781 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -3497129.250000 Penalty: 3264.465820
	Iteration 7Q: 3 clusters Score -3497129 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -3497568.250000 Penalty: 3264.465820
	Iteration 8Q: 3 clusters Score -3497568 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -3498076.000000 Penalty: 3264.465820
	Iteration 9Q: 3 clusters Score -3498076 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -3498677.250000 Penalty: 3264.465820
	Iteration 10Q: 3 clusters Score -3498677 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -3499329.750000 Penalty: 3264.465820
	Iteration 11Q: 3 clusters Score -3499330 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -3500047.500000 Penalty: 3264.465820
	Iteration 12Q: 3 clusters Score -3500048 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -3500675.250000 Penalty: 3264.465820
	Iteration 13Q: 3 clusters Score -3500675 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3501230.000000 Penalty: 3264.465820
	Iteration 14Q: 3 clusters Score -3501230 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3501614.250000 Penalty: 3264.465820
	Iteration 15Q: 3 clusters Score -3501614 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3501920.000000 Penalty: 3264.465820
	Iteration 16Q: 3 clusters Score -3501920 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3502133.000000 Penalty: 3264.465820
	Iteration 17Q: 3 clusters Score -3502133 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3502265.250000 Penalty: 3264.465820
	Iteration 18Q: 3 clusters Score -3502265 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3502359.250000 Penalty: 3264.465820
	Iteration 19Q: 3 clusters Score -3502359 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3502420.250000 Penalty: 3264.465820
	Iteration 20F: 3 clusters Score -3502420 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3502450.750000 Penalty: 3264.465820
	Iteration 21Q: 3 clusters Score -3502451 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3502477.000000 Penalty: 3264.465820
	Iteration 22Q: 3 clusters Score -3502477 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3502499.750000 Penalty: 3264.465820
	Iteration 23Q: 3 clusters Score -3502500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3502511.500000 Penalty: 3264.465820
	Iteration 24Q: 3 clusters Score -3502512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3502516.750000 Penalty: 3264.465820
	Iteration 25Q: 3 clusters Score -3502517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3502521.750000 Penalty: 3264.465820
	Iteration 26Q: 3 clusters Score -3502522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3502530.750000 Penalty: 3264.465820
	Iteration 27Q: 3 clusters Score -3502531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3502543.250000 Penalty: 3264.465820
	Iteration 28Q: 3 clusters Score -3502543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3502545.250000 Penalty: 3264.465820
	Iteration 29Q: 3 clusters Score -3502545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3502548.750000 Penalty: 3264.465820
	Iteration 30Q: 3 clusters Score -3502549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3502551.750000 Penalty: 3264.465820
	Iteration 31Q: 3 clusters Score -3502552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3502553.750000 Penalty: 3264.465820
	Iteration 32Q: 3 clusters Score -3502554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3502560.000000 Penalty: 3264.465820
	Iteration 33Q: 3 clusters Score -3502560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3502563.750000 Penalty: 3264.465820
	Iteration 34Q: 3 clusters Score -3502564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3502557.500000 Penalty: 3264.465820
	Iteration 35Q: 3 clusters Score -3502558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3502567.750000 Penalty: 3264.465820
	Iteration 36Q: 3 clusters Score -3502568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3502563.500000 Penalty: 3264.465820
	Iteration 37Q: 3 clusters Score -3502564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3502565.000000 Penalty: 3264.465820
	Iteration 38Q: 3 clusters Score -3502565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3502573.250000 Penalty: 3264.465820
	Iteration 39Q: 3 clusters Score -3502573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3502571.750000 Penalty: 3264.465820
	Iteration 40F: 3 clusters Score -3502572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3502571.000000 Penalty: 3264.465820
	Iteration 41Q: 3 clusters Score -3502571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3502568.500000 Penalty: 3264.465820
	Iteration 42Q: 3 clusters Score -3502568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3502569.750000 Penalty: 3264.465820
	Iteration 43Q: 3 clusters Score -3502570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3502565.250000 Penalty: 3264.465820
	Iteration 44Q: 3 clusters Score -3502565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3502570.750000 Penalty: 3264.465820
	Iteration 45Q: 3 clusters Score -3502571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3502572.000000 Penalty: 3264.465820
	Iteration 46Q: 3 clusters Score -3502572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3502572.500000 Penalty: 3264.465820
	Iteration 47Q: 3 clusters Score -3502572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3502569.500000 Penalty: 3264.465820
	Iteration 48Q: 3 clusters Score -3502570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3502570.750000 Penalty: 3264.465820
	Iteration 49Q: 3 clusters Score -3502571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3502570.750000 Penalty: 3264.465820
	Iteration 50F: 3 clusters Score -3502571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (14772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Entering Unmasked Estep 
Score: -2248105.250000 Penalty: 1560.079468
	Iteration 0F: 2 clusters Score -2248105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2238136.750000 Penalty: 3120.158936
	Iteration 0F: 3 clusters Score -2238137 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2241683.750000 Penalty: 3120.158936
	Iteration 1F: 3 clusters Score -2241684 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2241998.000000 Penalty: 3120.158936
	Iteration 2F: 3 clusters Score -2241998 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2242323.000000 Penalty: 3120.158936
	Iteration 3F: 3 clusters Score -2242323 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2242691.750000 Penalty: 3120.158936
	Iteration 4F: 3 clusters Score -2242692 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2243212.500000 Penalty: 3120.158936
	Iteration 5F: 3 clusters Score -2243212 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2243836.250000 Penalty: 3120.158936
	Iteration 6F: 3 clusters Score -2243836 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2244531.250000 Penalty: 3120.158936
	Iteration 7F: 3 clusters Score -2244531 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2245214.000000 Penalty: 3120.158936
	Iteration 8F: 3 clusters Score -2245214 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2245757.500000 Penalty: 3120.158936
	Iteration 9Q: 3 clusters Score -2245758 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2246157.250000 Penalty: 3120.158936
	Iteration 10Q: 3 clusters Score -2246157 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2246398.500000 Penalty: 3120.158936
	Iteration 11Q: 3 clusters Score -2246398 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2246523.250000 Penalty: 3120.158936
	Iteration 12Q: 3 clusters Score -2246523 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2246607.750000 Penalty: 3120.158936
	Iteration 13Q: 3 clusters Score -2246608 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2246667.250000 Penalty: 3120.158936
	Iteration 14Q: 3 clusters Score -2246667 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2246691.250000 Penalty: 3120.158936
	Iteration 15Q: 3 clusters Score -2246691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2246712.250000 Penalty: 3120.158936
	Iteration 16Q: 3 clusters Score -2246712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2246726.750000 Penalty: 3120.158936
	Iteration 17Q: 3 clusters Score -2246727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2246732.250000 Penalty: 3120.158936
	Iteration 18Q: 3 clusters Score -2246732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2246736.000000 Penalty: 3120.158936
	Iteration 19Q: 3 clusters Score -2246736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2246747.250000 Penalty: 3120.158936
	Iteration 20F: 3 clusters Score -2246747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2246749.500000 Penalty: 3120.158936
	Iteration 21Q: 3 clusters Score -2246750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2246760.750000 Penalty: 3120.158936
	Iteration 22Q: 3 clusters Score -2246761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2246761.750000 Penalty: 3120.158936
	Iteration 23Q: 3 clusters Score -2246762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2246766.000000 Penalty: 3120.158936
	Iteration 24Q: 3 clusters Score -2246766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2246769.250000 Penalty: 3120.158936
	Iteration 25Q: 3 clusters Score -2246769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2246774.000000 Penalty: 3120.158936
	Iteration 26Q: 3 clusters Score -2246774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2246776.000000 Penalty: 3120.158936
	Iteration 27Q: 3 clusters Score -2246776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2246779.000000 Penalty: 3120.158936
	Iteration 28Q: 3 clusters Score -2246779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2246781.000000 Penalty: 3120.158936
	Iteration 29Q: 3 clusters Score -2246781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2246777.000000 Penalty: 3120.158936
	Iteration 30Q: 3 clusters Score -2246777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2246777.000000 Penalty: 3120.158936
	Iteration 31F: 3 clusters Score -2246777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (17967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Entering Unmasked Estep 
Score: -2754083.000000 Penalty: 1591.897461
	Iteration 0F: 2 clusters Score -2754083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2742430.500000 Penalty: 3183.794922
	Iteration 0F: 3 clusters Score -2742430 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2746705.000000 Penalty: 3183.794922
	Iteration 1F: 3 clusters Score -2746705 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2747029.500000 Penalty: 3183.794922
	Iteration 2F: 3 clusters Score -2747030 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2747354.500000 Penalty: 3183.794922
	Iteration 3Q: 3 clusters Score -2747354 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2747680.000000 Penalty: 3183.794922
	Iteration 4Q: 3 clusters Score -2747680 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2748031.250000 Penalty: 3183.794922
	Iteration 5Q: 3 clusters Score -2748031 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2748456.000000 Penalty: 3183.794922
	Iteration 6Q: 3 clusters Score -2748456 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2749029.250000 Penalty: 3183.794922
	Iteration 7F: 3 clusters Score -2749029 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2749751.500000 Penalty: 3183.794922
	Iteration 8F: 3 clusters Score -2749752 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2750512.500000 Penalty: 3183.794922
	Iteration 9F: 3 clusters Score -2750512 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2751177.000000 Penalty: 3183.794922
	Iteration 10Q: 3 clusters Score -2751177 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2751749.000000 Penalty: 3183.794922
	Iteration 11Q: 3 clusters Score -2751749 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2752173.250000 Penalty: 3183.794922
	Iteration 12Q: 3 clusters Score -2752173 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2752419.750000 Penalty: 3183.794922
	Iteration 13Q: 3 clusters Score -2752420 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2752544.250000 Penalty: 3183.794922
	Iteration 14Q: 3 clusters Score -2752544 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2752604.250000 Penalty: 3183.794922
	Iteration 15Q: 3 clusters Score -2752604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2752636.750000 Penalty: 3183.794922
	Iteration 16Q: 3 clusters Score -2752637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2752651.250000 Penalty: 3183.794922
	Iteration 17Q: 3 clusters Score -2752651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2752658.000000 Penalty: 3183.794922
	Iteration 18Q: 3 clusters Score -2752658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2752668.750000 Penalty: 3183.794922
	Iteration 19Q: 3 clusters Score -2752669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2752670.000000 Penalty: 3183.794922
	Iteration 20F: 3 clusters Score -2752670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2752677.750000 Penalty: 3183.794922
	Iteration 21Q: 3 clusters Score -2752678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2752687.500000 Penalty: 3183.794922
	Iteration 22Q: 3 clusters Score -2752688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2752689.750000 Penalty: 3183.794922
	Iteration 23Q: 3 clusters Score -2752690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2752699.500000 Penalty: 3183.794922
	Iteration 24Q: 3 clusters Score -2752700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2752705.750000 Penalty: 3183.794922
	Iteration 25Q: 3 clusters Score -2752706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2752707.250000 Penalty: 3183.794922
	Iteration 26Q: 3 clusters Score -2752707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2752713.750000 Penalty: 3183.794922
	Iteration 27Q: 3 clusters Score -2752714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2752715.000000 Penalty: 3183.794922
	Iteration 28Q: 3 clusters Score -2752715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2752722.500000 Penalty: 3183.794922
	Iteration 29Q: 3 clusters Score -2752722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2752722.500000 Penalty: 3183.794922
	Iteration 30F: 3 clusters Score -2752722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (20434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Entering Unmasked Estep 
Score: -3116441.750000 Penalty: 1612.805298
	Iteration 0F: 2 clusters Score -3116442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -3103658.750000 Penalty: 3225.610596
	Iteration 0F: 3 clusters Score -3103659 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3108755.250000 Penalty: 3225.610596
	Iteration 1F: 3 clusters Score -3108755 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3109153.000000 Penalty: 3225.610596
	Iteration 2F: 3 clusters Score -3109153 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -3109496.250000 Penalty: 3225.610596
	Iteration 3Q: 3 clusters Score -3109496 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3109873.750000 Penalty: 3225.610596
	Iteration 4Q: 3 clusters Score -3109874 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -3110255.250000 Penalty: 3225.610596
	Iteration 5Q: 3 clusters Score -3110255 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -3110704.250000 Penalty: 3225.610596
	Iteration 6Q: 3 clusters Score -3110704 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -3111197.000000 Penalty: 3225.610596
	Iteration 7Q: 3 clusters Score -3111197 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -3111866.750000 Penalty: 3225.610596
	Iteration 8F: 3 clusters Score -3111867 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3112610.250000 Penalty: 3225.610596
	Iteration 9F: 3 clusters Score -3112610 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -3113246.000000 Penalty: 3225.610596
	Iteration 10Q: 3 clusters Score -3113246 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -3113853.250000 Penalty: 3225.610596
	Iteration 11Q: 3 clusters Score -3113853 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -3114303.750000 Penalty: 3225.610596
	Iteration 12Q: 3 clusters Score -3114304 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -3114612.500000 Penalty: 3225.610596
	Iteration 13Q: 3 clusters Score -3114612 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3114820.000000 Penalty: 3225.610596
	Iteration 14Q: 3 clusters Score -3114820 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -3114922.500000 Penalty: 3225.610596
	Iteration 15Q: 3 clusters Score -3114922 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3114998.000000 Penalty: 3225.610596
	Iteration 16Q: 3 clusters Score -3114998 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -3115044.750000 Penalty: 3225.610596
	Iteration 17Q: 3 clusters Score -3115045 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -3115084.500000 Penalty: 3225.610596
	Iteration 18Q: 3 clusters Score -3115084 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -3115114.000000 Penalty: 3225.610596
	Iteration 19Q: 3 clusters Score -3115114 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3115133.000000 Penalty: 3225.610596
	Iteration 20F: 3 clusters Score -3115133 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -3115143.250000 Penalty: 3225.610596
	Iteration 21Q: 3 clusters Score -3115143 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3115152.750000 Penalty: 3225.610596
	Iteration 22Q: 3 clusters Score -3115153 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -3115149.750000 Penalty: 3225.610596
	Iteration 23Q: 3 clusters Score -3115150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -3115164.750000 Penalty: 3225.610596
	Iteration 24Q: 3 clusters Score -3115165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -3115161.500000 Penalty: 3225.610596
	Iteration 25Q: 3 clusters Score -3115162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -3115169.250000 Penalty: 3225.610596
	Iteration 26Q: 3 clusters Score -3115169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3115168.750000 Penalty: 3225.610596
	Iteration 27Q: 3 clusters Score -3115169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -3115176.250000 Penalty: 3225.610596
	Iteration 28Q: 3 clusters Score -3115176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -3115179.750000 Penalty: 3225.610596
	Iteration 29Q: 3 clusters Score -3115180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -3115184.500000 Penalty: 3225.610596
	Iteration 30Q: 3 clusters Score -3115184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -3115184.500000 Penalty: 3225.610596
	Iteration 31Q: 3 clusters Score -3115184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -3115188.000000 Penalty: 3225.610596
	Iteration 32Q: 3 clusters Score -3115188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -3115190.250000 Penalty: 3225.610596
	Iteration 33Q: 3 clusters Score -3115190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -3115187.250000 Penalty: 3225.610596
	Iteration 34Q: 3 clusters Score -3115187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -3115196.000000 Penalty: 3225.610596
	Iteration 35Q: 3 clusters Score -3115196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -3115201.000000 Penalty: 3225.610596
	Iteration 36Q: 3 clusters Score -3115201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -3115204.250000 Penalty: 3225.610596
	Iteration 37Q: 3 clusters Score -3115204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -3115208.250000 Penalty: 3225.610596
	Iteration 38Q: 3 clusters Score -3115208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -3115205.500000 Penalty: 3225.610596
	Iteration 39Q: 3 clusters Score -3115206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3115209.000000 Penalty: 3225.610596
	Iteration 40F: 3 clusters Score -3115209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3115211.500000 Penalty: 3225.610596
	Iteration 41Q: 3 clusters Score -3115212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -3115211.000000 Penalty: 3225.610596
	Iteration 42Q: 3 clusters Score -3115211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -3115214.000000 Penalty: 3225.610596
	Iteration 43Q: 3 clusters Score -3115214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -3115216.250000 Penalty: 3225.610596
	Iteration 44Q: 3 clusters Score -3115216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3115217.750000 Penalty: 3225.610596
	Iteration 45Q: 3 clusters Score -3115218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -3115217.500000 Penalty: 3225.610596
	Iteration 46Q: 3 clusters Score -3115218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -3115219.000000 Penalty: 3225.610596
	Iteration 47Q: 3 clusters Score -3115219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -3115217.750000 Penalty: 3225.610596
	Iteration 48Q: 3 clusters Score -3115218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -3115221.500000 Penalty: 3225.610596
	Iteration 49Q: 3 clusters Score -3115222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3115222.500000 Penalty: 3225.610596
	Iteration 50Q: 3 clusters Score -3115222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3115224.500000 Penalty: 3225.610596
	Iteration 51Q: 3 clusters Score -3115224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -3115223.000000 Penalty: 3225.610596
	Iteration 52Q: 3 clusters Score -3115223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3115223.000000 Penalty: 3225.610596
	Iteration 53Q: 3 clusters Score -3115223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -3115231.000000 Penalty: 3225.610596
	Iteration 54Q: 3 clusters Score -3115231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -3115228.750000 Penalty: 3225.610596
	Iteration 55Q: 3 clusters Score -3115229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -3115226.250000 Penalty: 3225.610596
	Iteration 56Q: 3 clusters Score -3115226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -3115226.250000 Penalty: 3225.610596
	Iteration 57F: 3 clusters Score -3115226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -156792.906250 Penalty: 1133.352783
	Iteration 0F: 2 clusters Score -156792.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -155304.218750 Penalty: 2266.705566
	Iteration 0F: 3 clusters Score -155304.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -155600.437500 Penalty: 2266.705566
	Iteration 1F: 3 clusters Score -155600.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -155673.046875 Penalty: 2266.705566
	Iteration 2F: 3 clusters Score -155673 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -155715.562500 Penalty: 2266.705566
	Iteration 3Q: 3 clusters Score -155715.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -155739.921875 Penalty: 2266.705566
	Iteration 4Q: 3 clusters Score -155739.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -155750.546875 Penalty: 2266.705566
	Iteration 5Q: 3 clusters Score -155750.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -155760.593750 Penalty: 2266.705566
	Iteration 6Q: 3 clusters Score -155760.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -155770.062500 Penalty: 2266.705566
	Iteration 7Q: 3 clusters Score -155770.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -155778.578125 Penalty: 2266.705566
	Iteration 8Q: 3 clusters Score -155778.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -155782.453125 Penalty: 2266.705566
	Iteration 9Q: 3 clusters Score -155782.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -155786.421875 Penalty: 2266.705566
	Iteration 10Q: 3 clusters Score -155786.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -155788.437500 Penalty: 2266.705566
	Iteration 11Q: 3 clusters Score -155788.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -155791.171875 Penalty: 2266.705566
	Iteration 12Q: 3 clusters Score -155791.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -155792.203125 Penalty: 2266.705566
	Iteration 13Q: 3 clusters Score -155792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -155793.375000 Penalty: 2266.705566
	Iteration 14Q: 3 clusters Score -155793.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -155795.625000 Penalty: 2266.705566
	Iteration 15Q: 3 clusters Score -155795.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -155797.671875 Penalty: 2266.705566
	Iteration 16Q: 3 clusters Score -155797.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -155799.125000 Penalty: 2266.705566
	Iteration 17Q: 3 clusters Score -155799.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -155801.562500 Penalty: 2266.705566
	Iteration 18Q: 3 clusters Score -155801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -155802.234375 Penalty: 2266.705566
	Iteration 19Q: 3 clusters Score -155802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -155805.843750 Penalty: 2266.705566
	Iteration 20F: 3 clusters Score -155805.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -155806.375000 Penalty: 2266.705566
	Iteration 21Q: 3 clusters Score -155806.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -155806.375000 Penalty: 2266.705566
	Iteration 22F: 3 clusters Score -155806.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -308154.000000 Penalty: 1250.190674
	Iteration 0F: 2 clusters Score -308154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -305959.187500 Penalty: 2500.381348
	Iteration 0F: 3 clusters Score -305959.2 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -306428.687500 Penalty: 2500.381348
	Iteration 1F: 3 clusters Score -306428.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -306554.781250 Penalty: 2500.381348
	Iteration 2F: 3 clusters Score -306554.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -306622.562500 Penalty: 2500.381348
	Iteration 3Q: 3 clusters Score -306622.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -306668.687500 Penalty: 2500.381348
	Iteration 4Q: 3 clusters Score -306668.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -306705.875000 Penalty: 2500.381348
	Iteration 5Q: 3 clusters Score -306705.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -306738.406250 Penalty: 2500.381348
	Iteration 6Q: 3 clusters Score -306738.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -306765.812500 Penalty: 2500.381348
	Iteration 7Q: 3 clusters Score -306765.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -306792.281250 Penalty: 2500.381348
	Iteration 8Q: 3 clusters Score -306792.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -306808.468750 Penalty: 2500.381348
	Iteration 9Q: 3 clusters Score -306808.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -306817.062500 Penalty: 2500.381348
	Iteration 10Q: 3 clusters Score -306817.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -306826.593750 Penalty: 2500.381348
	Iteration 11Q: 3 clusters Score -306826.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -306838.250000 Penalty: 2500.381348
	Iteration 12Q: 3 clusters Score -306838.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -306855.062500 Penalty: 2500.381348
	Iteration 13Q: 3 clusters Score -306855.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -306873.937500 Penalty: 2500.381348
	Iteration 14Q: 3 clusters Score -306873.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -306892.343750 Penalty: 2500.381348
	Iteration 15Q: 3 clusters Score -306892.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -306909.625000 Penalty: 2500.381348
	Iteration 16Q: 3 clusters Score -306909.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -306925.375000 Penalty: 2500.381348
	Iteration 17Q: 3 clusters Score -306925.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -306944.968750 Penalty: 2500.381348
	Iteration 18Q: 3 clusters Score -306945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -306958.812500 Penalty: 2500.381348
	Iteration 19Q: 3 clusters Score -306958.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -306968.656250 Penalty: 2500.381348
	Iteration 20F: 3 clusters Score -306968.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -306975.437500 Penalty: 2500.381348
	Iteration 21Q: 3 clusters Score -306975.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -306983.093750 Penalty: 2500.381348
	Iteration 22Q: 3 clusters Score -306983.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -306992.343750 Penalty: 2500.381348
	Iteration 23Q: 3 clusters Score -306992.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -307006.125000 Penalty: 2500.381348
	Iteration 24Q: 3 clusters Score -307006.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -307018.656250 Penalty: 2500.381348
	Iteration 25Q: 3 clusters Score -307018.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -307026.031250 Penalty: 2500.381348
	Iteration 26Q: 3 clusters Score -307026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -307031.093750 Penalty: 2500.381348
	Iteration 27Q: 3 clusters Score -307031.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -307036.343750 Penalty: 2500.381348
	Iteration 28Q: 3 clusters Score -307036.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -307044.968750 Penalty: 2500.381348
	Iteration 29Q: 3 clusters Score -307045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -307054.562500 Penalty: 2500.381348
	Iteration 30Q: 3 clusters Score -307054.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -307065.718750 Penalty: 2500.381348
	Iteration 31Q: 3 clusters Score -307065.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -307077.156250 Penalty: 2500.381348
	Iteration 32Q: 3 clusters Score -307077.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -307084.218750 Penalty: 2500.381348
	Iteration 33Q: 3 clusters Score -307084.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -307087.562500 Penalty: 2500.381348
	Iteration 34Q: 3 clusters Score -307087.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -307095.250000 Penalty: 2500.381348
	Iteration 35Q: 3 clusters Score -307095.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -307099.843750 Penalty: 2500.381348
	Iteration 36Q: 3 clusters Score -307099.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -307104.937500 Penalty: 2500.381348
	Iteration 37Q: 3 clusters Score -307104.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -307112.187500 Penalty: 2500.381348
	Iteration 38Q: 3 clusters Score -307112.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -307118.531250 Penalty: 2500.381348
	Iteration 39Q: 3 clusters Score -307118.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -307124.000000 Penalty: 2500.381348
	Iteration 40F: 3 clusters Score -307124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -307129.406250 Penalty: 2500.381348
	Iteration 41Q: 3 clusters Score -307129.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -307132.656250 Penalty: 2500.381348
	Iteration 42Q: 3 clusters Score -307132.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -307136.000000 Penalty: 2500.381348
	Iteration 43Q: 3 clusters Score -307136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -307139.312500 Penalty: 2500.381348
	Iteration 44Q: 3 clusters Score -307139.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -307140.593750 Penalty: 2500.381348
	Iteration 45Q: 3 clusters Score -307140.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -307141.031250 Penalty: 2500.381348
	Iteration 46Q: 3 clusters Score -307141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -307142.125000 Penalty: 2500.381348
	Iteration 47Q: 3 clusters Score -307142.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -307144.250000 Penalty: 2500.381348
	Iteration 48Q: 3 clusters Score -307144.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -307145.500000 Penalty: 2500.381348
	Iteration 49Q: 3 clusters Score -307145.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -307147.625000 Penalty: 2500.381348
	Iteration 50Q: 3 clusters Score -307147.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -307147.562500 Penalty: 2500.381348
	Iteration 51Q: 3 clusters Score -307147.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -307147.562500 Penalty: 2500.381348
	Iteration 52F: 3 clusters Score -307147.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -316362.062500 Penalty: 1253.707642
	Iteration 0F: 2 clusters Score -316362.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -314141.531250 Penalty: 2507.415283
	Iteration 0F: 3 clusters Score -314141.5 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -314683.687500 Penalty: 2507.415283
	Iteration 1F: 3 clusters Score -314683.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -314831.531250 Penalty: 2507.415283
	Iteration 2F: 3 clusters Score -314831.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -314916.781250 Penalty: 2507.415283
	Iteration 3F: 3 clusters Score -314916.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -314969.312500 Penalty: 2507.415283
	Iteration 4Q: 3 clusters Score -314969.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -315016.218750 Penalty: 2507.415283
	Iteration 5Q: 3 clusters Score -315016.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -315056.250000 Penalty: 2507.415283
	Iteration 6Q: 3 clusters Score -315056.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -315101.968750 Penalty: 2507.415283
	Iteration 7Q: 3 clusters Score -315102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -315150.062500 Penalty: 2507.415283
	Iteration 8Q: 3 clusters Score -315150.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -315191.562500 Penalty: 2507.415283
	Iteration 9Q: 3 clusters Score -315191.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -315235.000000 Penalty: 2507.415283
	Iteration 10Q: 3 clusters Score -315235 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -315294.906250 Penalty: 2507.415283
	Iteration 11Q: 3 clusters Score -315294.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -315346.625000 Penalty: 2507.415283
	Iteration 12Q: 3 clusters Score -315346.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -315387.312500 Penalty: 2507.415283
	Iteration 13Q: 3 clusters Score -315387.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -315435.500000 Penalty: 2507.415283
	Iteration 14Q: 3 clusters Score -315435.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -315483.812500 Penalty: 2507.415283
	Iteration 15Q: 3 clusters Score -315483.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -315521.937500 Penalty: 2507.415283
	Iteration 16Q: 3 clusters Score -315521.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -315566.000000 Penalty: 2507.415283
	Iteration 17Q: 3 clusters Score -315566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -315603.125000 Penalty: 2507.415283
	Iteration 18Q: 3 clusters Score -315603.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -315635.781250 Penalty: 2507.415283
	Iteration 19Q: 3 clusters Score -315635.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -315655.406250 Penalty: 2507.415283
	Iteration 20F: 3 clusters Score -315655.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -315665.093750 Penalty: 2507.415283
	Iteration 21Q: 3 clusters Score -315665.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -315673.500000 Penalty: 2507.415283
	Iteration 22Q: 3 clusters Score -315673.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -315679.687500 Penalty: 2507.415283
	Iteration 23Q: 3 clusters Score -315679.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -315685.375000 Penalty: 2507.415283
	Iteration 24Q: 3 clusters Score -315685.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -315690.187500 Penalty: 2507.415283
	Iteration 25Q: 3 clusters Score -315690.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -315692.437500 Penalty: 2507.415283
	Iteration 26Q: 3 clusters Score -315692.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -315693.562500 Penalty: 2507.415283
	Iteration 27Q: 3 clusters Score -315693.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -315695.312500 Penalty: 2507.415283
	Iteration 28Q: 3 clusters Score -315695.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -315698.281250 Penalty: 2507.415283
	Iteration 29Q: 3 clusters Score -315698.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -315699.843750 Penalty: 2507.415283
	Iteration 30Q: 3 clusters Score -315699.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -315700.375000 Penalty: 2507.415283
	Iteration 31Q: 3 clusters Score -315700.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -315700.656250 Penalty: 2507.415283
	Iteration 32Q: 3 clusters Score -315700.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -315700.937500 Penalty: 2507.415283
	Iteration 33Q: 3 clusters Score -315700.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -315700.937500 Penalty: 2507.415283
	Iteration 34F: 3 clusters Score -315700.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (4846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Entering Unmasked Estep 
Score: -692539.687500 Penalty: 1378.960083
	Iteration 0F: 2 clusters Score -692539.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -688635.125000 Penalty: 2757.920166
	Iteration 0F: 3 clusters Score -688635.1 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -689645.125000 Penalty: 2757.920166
	Iteration 1F: 3 clusters Score -689645.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -689843.312500 Penalty: 2757.920166
	Iteration 2F: 3 clusters Score -689843.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -689999.125000 Penalty: 2757.920166
	Iteration 3F: 3 clusters Score -689999.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -690127.812500 Penalty: 2757.920166
	Iteration 4F: 3 clusters Score -690127.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -690221.312500 Penalty: 2757.920166
	Iteration 5Q: 3 clusters Score -690221.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -690306.875000 Penalty: 2757.920166
	Iteration 6Q: 3 clusters Score -690306.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -690380.500000 Penalty: 2757.920166
	Iteration 7Q: 3 clusters Score -690380.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -690430.000000 Penalty: 2757.920166
	Iteration 8Q: 3 clusters Score -690430 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -690468.375000 Penalty: 2757.920166
	Iteration 9Q: 3 clusters Score -690468.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -690503.187500 Penalty: 2757.920166
	Iteration 10Q: 3 clusters Score -690503.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -690532.812500 Penalty: 2757.920166
	Iteration 11Q: 3 clusters Score -690532.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -690563.062500 Penalty: 2757.920166
	Iteration 12Q: 3 clusters Score -690563.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -690594.937500 Penalty: 2757.920166
	Iteration 13Q: 3 clusters Score -690594.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -690625.937500 Penalty: 2757.920166
	Iteration 14Q: 3 clusters Score -690625.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -690655.562500 Penalty: 2757.920166
	Iteration 15Q: 3 clusters Score -690655.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -690679.750000 Penalty: 2757.920166
	Iteration 16Q: 3 clusters Score -690679.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -690706.812500 Penalty: 2757.920166
	Iteration 17Q: 3 clusters Score -690706.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -690745.000000 Penalty: 2757.920166
	Iteration 18Q: 3 clusters Score -690745 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -690777.500000 Penalty: 2757.920166
	Iteration 19Q: 3 clusters Score -690777.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -690816.500000 Penalty: 2757.920166
	Iteration 20F: 3 clusters Score -690816.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -690846.937500 Penalty: 2757.920166
	Iteration 21Q: 3 clusters Score -690846.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -690880.375000 Penalty: 2757.920166
	Iteration 22Q: 3 clusters Score -690880.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -690912.625000 Penalty: 2757.920166
	Iteration 23Q: 3 clusters Score -690912.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -690948.250000 Penalty: 2757.920166
	Iteration 24Q: 3 clusters Score -690948.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -690984.562500 Penalty: 2757.920166
	Iteration 25Q: 3 clusters Score -690984.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -691018.812500 Penalty: 2757.920166
	Iteration 26Q: 3 clusters Score -691018.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -691041.062500 Penalty: 2757.920166
	Iteration 27Q: 3 clusters Score -691041.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -691062.125000 Penalty: 2757.920166
	Iteration 28Q: 3 clusters Score -691062.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -691076.562500 Penalty: 2757.920166
	Iteration 29Q: 3 clusters Score -691076.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -691092.687500 Penalty: 2757.920166
	Iteration 30Q: 3 clusters Score -691092.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -691106.875000 Penalty: 2757.920166
	Iteration 31Q: 3 clusters Score -691106.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -691121.625000 Penalty: 2757.920166
	Iteration 32Q: 3 clusters Score -691121.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -691140.562500 Penalty: 2757.920166
	Iteration 33Q: 3 clusters Score -691140.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -691154.062500 Penalty: 2757.920166
	Iteration 34Q: 3 clusters Score -691154.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -691165.062500 Penalty: 2757.920166
	Iteration 35Q: 3 clusters Score -691165.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -691175.937500 Penalty: 2757.920166
	Iteration 36Q: 3 clusters Score -691175.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -691180.437500 Penalty: 2757.920166
	Iteration 37Q: 3 clusters Score -691180.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -691184.875000 Penalty: 2757.920166
	Iteration 38Q: 3 clusters Score -691184.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -691188.562500 Penalty: 2757.920166
	Iteration 39Q: 3 clusters Score -691188.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -691193.500000 Penalty: 2757.920166
	Iteration 40F: 3 clusters Score -691193.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -691195.250000 Penalty: 2757.920166
	Iteration 41Q: 3 clusters Score -691195.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -691200.687500 Penalty: 2757.920166
	Iteration 42Q: 3 clusters Score -691200.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -691207.687500 Penalty: 2757.920166
	Iteration 43Q: 3 clusters Score -691207.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -691215.125000 Penalty: 2757.920166
	Iteration 44Q: 3 clusters Score -691215.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -691220.812500 Penalty: 2757.920166
	Iteration 45Q: 3 clusters Score -691220.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -691223.625000 Penalty: 2757.920166
	Iteration 46Q: 3 clusters Score -691223.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -691227.125000 Penalty: 2757.920166
	Iteration 47Q: 3 clusters Score -691227.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -691230.750000 Penalty: 2757.920166
	Iteration 48Q: 3 clusters Score -691230.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -691236.562500 Penalty: 2757.920166
	Iteration 49Q: 3 clusters Score -691236.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -691239.625000 Penalty: 2757.920166
	Iteration 50Q: 3 clusters Score -691239.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -691244.375000 Penalty: 2757.920166
	Iteration 51Q: 3 clusters Score -691244.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -691249.250000 Penalty: 2757.920166
	Iteration 52Q: 3 clusters Score -691249.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -691251.750000 Penalty: 2757.920166
	Iteration 53Q: 3 clusters Score -691251.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -691252.875000 Penalty: 2757.920166
	Iteration 54Q: 3 clusters Score -691252.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -691254.562500 Penalty: 2757.920166
	Iteration 55Q: 3 clusters Score -691254.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -691255.812500 Penalty: 2757.920166
	Iteration 56Q: 3 clusters Score -691255.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -691256.937500 Penalty: 2757.920166
	Iteration 57Q: 3 clusters Score -691256.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -691259.125000 Penalty: 2757.920166
	Iteration 58Q: 3 clusters Score -691259.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -691259.312500 Penalty: 2757.920166
	Iteration 59Q: 3 clusters Score -691259.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -691263.687500 Penalty: 2757.920166
	Iteration 60F: 3 clusters Score -691263.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -691271.000000 Penalty: 2757.920166
	Iteration 61Q: 3 clusters Score -691271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -691277.437500 Penalty: 2757.920166
	Iteration 62Q: 3 clusters Score -691277.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -691279.937500 Penalty: 2757.920166
	Iteration 63Q: 3 clusters Score -691279.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -691283.875000 Penalty: 2757.920166
	Iteration 64Q: 3 clusters Score -691283.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -691291.625000 Penalty: 2757.920166
	Iteration 65Q: 3 clusters Score -691291.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -691295.625000 Penalty: 2757.920166
	Iteration 66Q: 3 clusters Score -691295.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -691298.125000 Penalty: 2757.920166
	Iteration 67Q: 3 clusters Score -691298.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -691302.562500 Penalty: 2757.920166
	Iteration 68Q: 3 clusters Score -691302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -691303.312500 Penalty: 2757.920166
	Iteration 69Q: 3 clusters Score -691303.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -691305.562500 Penalty: 2757.920166
	Iteration 70Q: 3 clusters Score -691305.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -691308.625000 Penalty: 2757.920166
	Iteration 71Q: 3 clusters Score -691308.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -691309.187500 Penalty: 2757.920166
	Iteration 72Q: 3 clusters Score -691309.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -691310.312500 Penalty: 2757.920166
	Iteration 73Q: 3 clusters Score -691310.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -691310.437500 Penalty: 2757.920166
	Iteration 74Q: 3 clusters Score -691310.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -691311.437500 Penalty: 2757.920166
	Iteration 75Q: 3 clusters Score -691311.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -691312.437500 Penalty: 2757.920166
	Iteration 76Q: 3 clusters Score -691312.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -691314.687500 Penalty: 2757.920166
	Iteration 77Q: 3 clusters Score -691314.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -691315.312500 Penalty: 2757.920166
	Iteration 78Q: 3 clusters Score -691315.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -691316.250000 Penalty: 2757.920166
	Iteration 79Q: 3 clusters Score -691316.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -691319.000000 Penalty: 2757.920166
	Iteration 80F: 3 clusters Score -691319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -691323.437500 Penalty: 2757.920166
	Iteration 81Q: 3 clusters Score -691323.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -691327.875000 Penalty: 2757.920166
	Iteration 82Q: 3 clusters Score -691327.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -691328.500000 Penalty: 2757.920166
	Iteration 83Q: 3 clusters Score -691328.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -691330.750000 Penalty: 2757.920166
	Iteration 84Q: 3 clusters Score -691330.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -691331.437500 Penalty: 2757.920166
	Iteration 85Q: 3 clusters Score -691331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -691334.062500 Penalty: 2757.920166
	Iteration 86Q: 3 clusters Score -691334.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -691334.812500 Penalty: 2757.920166
	Iteration 87Q: 3 clusters Score -691334.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -691334.812500 Penalty: 2757.920166
	Iteration 88F: 3 clusters Score -691334.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (1223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Entering Unmasked Estep 
Score: -155581.437500 Penalty: 1155.222656
	Iteration 0F: 2 clusters Score -155581.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -153991.734375 Penalty: 2310.445312
	Iteration 0F: 3 clusters Score -153991.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -154355.546875 Penalty: 2310.445312
	Iteration 1F: 3 clusters Score -154355.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -154503.343750 Penalty: 2310.445312
	Iteration 2F: 3 clusters Score -154503.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -154608.609375 Penalty: 2310.445312
	Iteration 3F: 3 clusters Score -154608.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -154716.031250 Penalty: 2310.445312
	Iteration 4Q: 3 clusters Score -154716 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -154811.750000 Penalty: 2310.445312
	Iteration 5Q: 3 clusters Score -154811.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -154890.578125 Penalty: 2310.445312
	Iteration 6Q: 3 clusters Score -154890.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -154950.500000 Penalty: 2310.445312
	Iteration 7Q: 3 clusters Score -154950.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -154982.359375 Penalty: 2310.445312
	Iteration 8Q: 3 clusters Score -154982.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -154992.343750 Penalty: 2310.445312
	Iteration 9Q: 3 clusters Score -154992.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -154998.390625 Penalty: 2310.445312
	Iteration 10Q: 3 clusters Score -154998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -155000.500000 Penalty: 2310.445312
	Iteration 11Q: 3 clusters Score -155000.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -155003.218750 Penalty: 2310.445312
	Iteration 12Q: 3 clusters Score -155003.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -155003.687500 Penalty: 2310.445312
	Iteration 13Q: 3 clusters Score -155003.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -155003.687500 Penalty: 2310.445312
	Iteration 14F: 3 clusters Score -155003.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -44470.253906 Penalty: 942.844238
	Iteration 0F: 2 clusters Score -44470.25 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 169 members 
Entering Unmasked Estep 
Score: -43555.308594 Penalty: 1885.688477
	Iteration 0F: 3 clusters Score -43555.31 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43676.445312 Penalty: 1885.688477
	Iteration 1F: 3 clusters Score -43676.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43716.523438 Penalty: 1885.688477
	Iteration 2Q: 3 clusters Score -43716.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43729.003906 Penalty: 1885.688477
	Iteration 3Q: 3 clusters Score -43729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43737.425781 Penalty: 1885.688477
	Iteration 4Q: 3 clusters Score -43737.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43743.582031 Penalty: 1885.688477
	Iteration 5Q: 3 clusters Score -43743.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43760.078125 Penalty: 1885.688477
	Iteration 6Q: 3 clusters Score -43760.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43769.718750 Penalty: 1885.688477
	Iteration 7Q: 3 clusters Score -43769.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43771.898438 Penalty: 1885.688477
	Iteration 8Q: 3 clusters Score -43771.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43773.742188 Penalty: 1885.688477
	Iteration 9Q: 3 clusters Score -43773.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43777.257812 Penalty: 1885.688477
	Iteration 10Q: 3 clusters Score -43777.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43780.554688 Penalty: 1885.688477
	Iteration 11Q: 3 clusters Score -43780.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43788.636719 Penalty: 1885.688477
	Iteration 12Q: 3 clusters Score -43788.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43788.636719 Penalty: 1885.688477
	Iteration 13F: 3 clusters Score -43788.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (2271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Entering Unmasked Estep 
Score: -299819.250000 Penalty: 1255.796021
	Iteration 0F: 2 clusters Score -299819.2 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 1145 members 
Entering Unmasked Estep 
Score: -297564.656250 Penalty: 2511.592041
	Iteration 0F: 3 clusters Score -297564.7 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -298127.375000 Penalty: 2511.592041
	Iteration 1F: 3 clusters Score -298127.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -298306.375000 Penalty: 2511.592041
	Iteration 2F: 3 clusters Score -298306.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -298468.812500 Penalty: 2511.592041
	Iteration 3F: 3 clusters Score -298468.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -298642.875000 Penalty: 2511.592041
	Iteration 4F: 3 clusters Score -298642.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -298807.750000 Penalty: 2511.592041
	Iteration 5F: 3 clusters Score -298807.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -298936.343750 Penalty: 2511.592041
	Iteration 6F: 3 clusters Score -298936.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -299054.625000 Penalty: 2511.592041
	Iteration 7Q: 3 clusters Score -299054.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -299118.031250 Penalty: 2511.592041
	Iteration 8Q: 3 clusters Score -299118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -299143.343750 Penalty: 2511.592041
	Iteration 9Q: 3 clusters Score -299143.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -299159.156250 Penalty: 2511.592041
	Iteration 10Q: 3 clusters Score -299159.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -299170.937500 Penalty: 2511.592041
	Iteration 11Q: 3 clusters Score -299170.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -299177.625000 Penalty: 2511.592041
	Iteration 12Q: 3 clusters Score -299177.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -299182.562500 Penalty: 2511.592041
	Iteration 13Q: 3 clusters Score -299182.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -299187.218750 Penalty: 2511.592041
	Iteration 14Q: 3 clusters Score -299187.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -299189.625000 Penalty: 2511.592041
	Iteration 15Q: 3 clusters Score -299189.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -299190.562500 Penalty: 2511.592041
	Iteration 16Q: 3 clusters Score -299190.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -299191.250000 Penalty: 2511.592041
	Iteration 17Q: 3 clusters Score -299191.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -299192.562500 Penalty: 2511.592041
	Iteration 18Q: 3 clusters Score -299192.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -299193.125000 Penalty: 2511.592041
	Iteration 19Q: 3 clusters Score -299193.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -299193.593750 Penalty: 2511.592041
	Iteration 20F: 3 clusters Score -299193.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -299194.062500 Penalty: 2511.592041
	Iteration 21Q: 3 clusters Score -299194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -299195.500000 Penalty: 2511.592041
	Iteration 22Q: 3 clusters Score -299195.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -299200.468750 Penalty: 2511.592041
	Iteration 23Q: 3 clusters Score -299200.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -299204.437500 Penalty: 2511.592041
	Iteration 24Q: 3 clusters Score -299204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -299208.125000 Penalty: 2511.592041
	Iteration 25Q: 3 clusters Score -299208.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -299210.218750 Penalty: 2511.592041
	Iteration 26Q: 3 clusters Score -299210.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -299210.250000 Penalty: 2511.592041
	Iteration 27Q: 3 clusters Score -299210.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -299211.656250 Penalty: 2511.592041
	Iteration 28Q: 3 clusters Score -299211.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -299212.312500 Penalty: 2511.592041
	Iteration 29Q: 3 clusters Score -299212.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -299213.156250 Penalty: 2511.592041
	Iteration 30Q: 3 clusters Score -299213.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -299214.125000 Penalty: 2511.592041
	Iteration 31Q: 3 clusters Score -299214.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -299215.218750 Penalty: 2511.592041
	Iteration 32Q: 3 clusters Score -299215.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -299219.000000 Penalty: 2511.592041
	Iteration 33Q: 3 clusters Score -299219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -299220.000000 Penalty: 2511.592041
	Iteration 34Q: 3 clusters Score -299220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -299220.437500 Penalty: 2511.592041
	Iteration 35Q: 3 clusters Score -299220.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -299222.031250 Penalty: 2511.592041
	Iteration 36Q: 3 clusters Score -299222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -299221.812500 Penalty: 2511.592041
	Iteration 37Q: 3 clusters Score -299221.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -299221.812500 Penalty: 2511.592041
	Iteration 38F: 3 clusters Score -299221.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (15540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Entering Unmasked Estep 
Score: -2169602.500000 Penalty: 1568.315552
	Iteration 0F: 2 clusters Score -2169602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2158995.000000 Penalty: 3136.631104
	Iteration 0F: 3 clusters Score -2158995 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2162890.000000 Penalty: 3136.631104
	Iteration 1F: 3 clusters Score -2162890 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2163373.750000 Penalty: 3136.631104
	Iteration 2F: 3 clusters Score -2163374 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2163798.000000 Penalty: 3136.631104
	Iteration 3F: 3 clusters Score -2163798 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2164152.750000 Penalty: 3136.631104
	Iteration 4F: 3 clusters Score -2164153 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2164491.500000 Penalty: 3136.631104
	Iteration 5Q: 3 clusters Score -2164492 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2164794.750000 Penalty: 3136.631104
	Iteration 6Q: 3 clusters Score -2164795 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2165082.750000 Penalty: 3136.631104
	Iteration 7Q: 3 clusters Score -2165083 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2165359.000000 Penalty: 3136.631104
	Iteration 8Q: 3 clusters Score -2165359 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2165633.750000 Penalty: 3136.631104
	Iteration 9Q: 3 clusters Score -2165634 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2165947.750000 Penalty: 3136.631104
	Iteration 10Q: 3 clusters Score -2165948 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2166262.000000 Penalty: 3136.631104
	Iteration 11Q: 3 clusters Score -2166262 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2166570.500000 Penalty: 3136.631104
	Iteration 12Q: 3 clusters Score -2166570 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2166899.000000 Penalty: 3136.631104
	Iteration 13Q: 3 clusters Score -2166899 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2167219.000000 Penalty: 3136.631104
	Iteration 14Q: 3 clusters Score -2167219 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2167456.500000 Penalty: 3136.631104
	Iteration 15Q: 3 clusters Score -2167456 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2167644.250000 Penalty: 3136.631104
	Iteration 16Q: 3 clusters Score -2167644 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2167813.250000 Penalty: 3136.631104
	Iteration 17Q: 3 clusters Score -2167813 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2167976.500000 Penalty: 3136.631104
	Iteration 18Q: 3 clusters Score -2167976 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2168109.500000 Penalty: 3136.631104
	Iteration 19Q: 3 clusters Score -2168110 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2168205.500000 Penalty: 3136.631104
	Iteration 20F: 3 clusters Score -2168206 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2168274.000000 Penalty: 3136.631104
	Iteration 21Q: 3 clusters Score -2168274 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2168349.500000 Penalty: 3136.631104
	Iteration 22Q: 3 clusters Score -2168350 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2168388.000000 Penalty: 3136.631104
	Iteration 23Q: 3 clusters Score -2168388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2168430.500000 Penalty: 3136.631104
	Iteration 24Q: 3 clusters Score -2168430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2168464.750000 Penalty: 3136.631104
	Iteration 25Q: 3 clusters Score -2168465 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2168490.250000 Penalty: 3136.631104
	Iteration 26Q: 3 clusters Score -2168490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2168507.250000 Penalty: 3136.631104
	Iteration 27Q: 3 clusters Score -2168507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2168524.250000 Penalty: 3136.631104
	Iteration 28Q: 3 clusters Score -2168524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2168534.500000 Penalty: 3136.631104
	Iteration 29Q: 3 clusters Score -2168534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2168550.500000 Penalty: 3136.631104
	Iteration 30Q: 3 clusters Score -2168550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2168574.500000 Penalty: 3136.631104
	Iteration 31Q: 3 clusters Score -2168574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2168603.750000 Penalty: 3136.631104
	Iteration 32Q: 3 clusters Score -2168604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2168626.750000 Penalty: 3136.631104
	Iteration 33Q: 3 clusters Score -2168627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2168638.500000 Penalty: 3136.631104
	Iteration 34Q: 3 clusters Score -2168638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2168660.250000 Penalty: 3136.631104
	Iteration 35Q: 3 clusters Score -2168660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2168670.500000 Penalty: 3136.631104
	Iteration 36Q: 3 clusters Score -2168670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2168684.500000 Penalty: 3136.631104
	Iteration 37Q: 3 clusters Score -2168684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2168692.000000 Penalty: 3136.631104
	Iteration 38Q: 3 clusters Score -2168692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2168695.000000 Penalty: 3136.631104
	Iteration 39Q: 3 clusters Score -2168695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2168703.500000 Penalty: 3136.631104
	Iteration 40F: 3 clusters Score -2168704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2168712.000000 Penalty: 3136.631104
	Iteration 41Q: 3 clusters Score -2168712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2168720.000000 Penalty: 3136.631104
	Iteration 42Q: 3 clusters Score -2168720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2168724.250000 Penalty: 3136.631104
	Iteration 43Q: 3 clusters Score -2168724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2168731.500000 Penalty: 3136.631104
	Iteration 44Q: 3 clusters Score -2168732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2168736.750000 Penalty: 3136.631104
	Iteration 45Q: 3 clusters Score -2168737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2168740.250000 Penalty: 3136.631104
	Iteration 46Q: 3 clusters Score -2168740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2168739.750000 Penalty: 3136.631104
	Iteration 47Q: 3 clusters Score -2168740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2168741.250000 Penalty: 3136.631104
	Iteration 48Q: 3 clusters Score -2168741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2168745.750000 Penalty: 3136.631104
	Iteration 49Q: 3 clusters Score -2168746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2168746.500000 Penalty: 3136.631104
	Iteration 50Q: 3 clusters Score -2168746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2168745.500000 Penalty: 3136.631104
	Iteration 51Q: 3 clusters Score -2168746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2168748.250000 Penalty: 3136.631104
	Iteration 52Q: 3 clusters Score -2168748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2168748.500000 Penalty: 3136.631104
	Iteration 53Q: 3 clusters Score -2168748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2168748.750000 Penalty: 3136.631104
	Iteration 54Q: 3 clusters Score -2168749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2168750.500000 Penalty: 3136.631104
	Iteration 55Q: 3 clusters Score -2168750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2168752.000000 Penalty: 3136.631104
	Iteration 56Q: 3 clusters Score -2168752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2168751.750000 Penalty: 3136.631104
	Iteration 57Q: 3 clusters Score -2168752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2168752.500000 Penalty: 3136.631104
	Iteration 58Q: 3 clusters Score -2168752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2168752.500000 Penalty: 3136.631104
	Iteration 59F: 3 clusters Score -2168752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 17159 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10904 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1635 members 
Mstep: Class 12 contains 21354 members 
Mstep: Class 13 contains 8343 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8027 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 8081 members 
Mstep: Class 27 contains 12533 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12444 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 25171 members 
Mstep: Class 44 contains 15946 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12256 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1948 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23029 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4846 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943840.000000 Penalty: 172990.062500
Iteration 279Q: 81 clusters Score -8.594384e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 17153 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10904 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 21357 members 
Mstep: Class 13 contains 8341 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8026 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 8081 members 
Mstep: Class 27 contains 12531 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12435 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 25150 members 
Mstep: Class 44 contains 15950 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12249 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1948 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23068 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4846 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943824.000000 Penalty: 172990.062500
Iteration 280F: 81 clusters Score -8.594382e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 17144 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10904 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 21358 members 
Mstep: Class 13 contains 8341 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8026 members 
Mstep: Class 25 contains 13336 members 
Mstep: Class 26 contains 8079 members 
Mstep: Class 27 contains 12528 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12425 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 25129 members 
Mstep: Class 44 contains 15952 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12248 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1948 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23106 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4846 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943928.000000 Penalty: 172990.062500
Iteration 281Q: 81 clusters Score -8.594393e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 17137 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10904 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 21362 members 
Mstep: Class 13 contains 8341 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8025 members 
Mstep: Class 25 contains 13335 members 
Mstep: Class 26 contains 8078 members 
Mstep: Class 27 contains 12530 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12414 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 25099 members 
Mstep: Class 44 contains 15953 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12251 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1948 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23148 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4846 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943968.000000 Penalty: 172990.062500
Iteration 282Q: 81 clusters Score -8.594397e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 17131 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10903 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 21358 members 
Mstep: Class 13 contains 8340 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8026 members 
Mstep: Class 25 contains 13335 members 
Mstep: Class 26 contains 8073 members 
Mstep: Class 27 contains 12530 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12407 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 25089 members 
Mstep: Class 44 contains 15953 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12253 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1948 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23179 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4846 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943952.000000 Penalty: 172990.062500
Iteration 283Q: 81 clusters Score -8.594395e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 17117 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10902 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 21360 members 
Mstep: Class 13 contains 8340 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8030 members 
Mstep: Class 25 contains 13334 members 
Mstep: Class 26 contains 8071 members 
Mstep: Class 27 contains 12531 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12403 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 25069 members 
Mstep: Class 44 contains 15952 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12250 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1948 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23216 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4846 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944024.000000 Penalty: 172990.062500
Iteration 284Q: 81 clusters Score -8.594402e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 17099 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10902 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 21359 members 
Mstep: Class 13 contains 8339 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8028 members 
Mstep: Class 25 contains 13334 members 
Mstep: Class 26 contains 8071 members 
Mstep: Class 27 contains 12528 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12399 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 25050 members 
Mstep: Class 44 contains 15952 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12249 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1948 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23263 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4847 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944048.000000 Penalty: 172990.062500
Iteration 285Q: 81 clusters Score -8.594405e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 17088 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10902 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 21362 members 
Mstep: Class 13 contains 8338 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8028 members 
Mstep: Class 25 contains 13334 members 
Mstep: Class 26 contains 8071 members 
Mstep: Class 27 contains 12525 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12395 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 25023 members 
Mstep: Class 44 contains 15955 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12247 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1949 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23305 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4848 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944024.000000 Penalty: 172990.062500
Iteration 286Q: 81 clusters Score -8.594402e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 17078 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10901 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1635 members 
Mstep: Class 12 contains 21365 members 
Mstep: Class 13 contains 8341 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8026 members 
Mstep: Class 25 contains 13334 members 
Mstep: Class 26 contains 8077 members 
Mstep: Class 27 contains 12522 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12388 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1475 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24998 members 
Mstep: Class 44 contains 15956 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12246 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1948 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23341 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4851 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944024.000000 Penalty: 172990.062500
Iteration 287Q: 81 clusters Score -8.594402e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 17071 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29672 members 
Mstep: Class 6 contains 1498 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10899 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 21369 members 
Mstep: Class 13 contains 8340 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8022 members 
Mstep: Class 25 contains 13334 members 
Mstep: Class 26 contains 8082 members 
Mstep: Class 27 contains 12515 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12381 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31412 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24951 members 
Mstep: Class 44 contains 15967 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 768 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12247 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1948 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23390 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4856 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944096.000000 Penalty: 172990.062500
Iteration 288Q: 81 clusters Score -8.59441e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 17067 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29672 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10898 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 21366 members 
Mstep: Class 13 contains 8339 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1865 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8020 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 8082 members 
Mstep: Class 27 contains 12515 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12378 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31413 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24920 members 
Mstep: Class 44 contains 15969 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12244 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1949 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23435 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4859 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943992.000000 Penalty: 172990.062500
Iteration 289Q: 81 clusters Score -8.594399e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 17051 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29671 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10899 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 21362 members 
Mstep: Class 13 contains 8339 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8017 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 8079 members 
Mstep: Class 27 contains 12515 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12373 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31414 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24904 members 
Mstep: Class 44 contains 15974 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12243 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23473 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4863 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943976.000000 Penalty: 172990.062500
Iteration 290Q: 81 clusters Score -8.594398e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 17040 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29671 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10898 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 21362 members 
Mstep: Class 13 contains 8339 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8014 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 8079 members 
Mstep: Class 27 contains 12518 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3032 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12367 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31415 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24882 members 
Mstep: Class 44 contains 15974 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1335 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12243 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23510 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4867 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943952.000000 Penalty: 172990.062500
Iteration 291Q: 81 clusters Score -8.594395e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 17026 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29671 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10898 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1637 members 
Mstep: Class 12 contains 21356 members 
Mstep: Class 13 contains 8338 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8008 members 
Mstep: Class 25 contains 13332 members 
Mstep: Class 26 contains 8080 members 
Mstep: Class 27 contains 12516 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12363 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31415 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24859 members 
Mstep: Class 44 contains 15985 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1336 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12245 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23550 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4869 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943992.000000 Penalty: 172990.062500
Iteration 292Q: 81 clusters Score -8.594399e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 17013 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29671 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10895 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 21356 members 
Mstep: Class 13 contains 8336 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 8003 members 
Mstep: Class 25 contains 13332 members 
Mstep: Class 26 contains 8082 members 
Mstep: Class 27 contains 12509 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12356 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31415 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24841 members 
Mstep: Class 44 contains 15995 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1336 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12249 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23586 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4875 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943976.000000 Penalty: 172990.062500
Iteration 293Q: 81 clusters Score -8.594398e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16998 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29672 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10894 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1634 members 
Mstep: Class 12 contains 21355 members 
Mstep: Class 13 contains 8333 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7998 members 
Mstep: Class 25 contains 13331 members 
Mstep: Class 26 contains 8083 members 
Mstep: Class 27 contains 12502 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12349 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31415 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 24821 members 
Mstep: Class 44 contains 16005 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1336 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12255 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23625 members 
Mstep: Class 70 contains 14772 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4879 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943904.000000 Penalty: 172990.062500
Iteration 294Q: 81 clusters Score -8.59439e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16984 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29673 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10893 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 21349 members 
Mstep: Class 13 contains 8332 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7991 members 
Mstep: Class 25 contains 13329 members 
Mstep: Class 26 contains 8084 members 
Mstep: Class 27 contains 12505 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12341 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31414 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 24797 members 
Mstep: Class 44 contains 16007 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1336 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12258 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23677 members 
Mstep: Class 70 contains 14771 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4885 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943960.000000 Penalty: 172990.062500
Iteration 295Q: 81 clusters Score -8.594396e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16973 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29675 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10893 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 21337 members 
Mstep: Class 13 contains 8333 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7982 members 
Mstep: Class 25 contains 13329 members 
Mstep: Class 26 contains 8087 members 
Mstep: Class 27 contains 12507 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12334 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31412 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 24789 members 
Mstep: Class 44 contains 16005 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1336 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12261 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23712 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4892 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944040.000000 Penalty: 172990.062500
Iteration 296Q: 81 clusters Score -8.594404e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16958 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29676 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10892 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 21324 members 
Mstep: Class 13 contains 8330 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7972 members 
Mstep: Class 25 contains 13330 members 
Mstep: Class 26 contains 8090 members 
Mstep: Class 27 contains 12506 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12334 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 24789 members 
Mstep: Class 44 contains 16004 members 
Mstep: Class 45 contains 13416 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1336 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12261 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1644 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23745 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4900 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944056.000000 Penalty: 172990.062500
Iteration 297Q: 81 clusters Score -8.594406e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16946 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10891 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1632 members 
Mstep: Class 12 contains 21312 members 
Mstep: Class 13 contains 8328 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7961 members 
Mstep: Class 25 contains 13330 members 
Mstep: Class 26 contains 8092 members 
Mstep: Class 27 contains 12506 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12331 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24789 members 
Mstep: Class 44 contains 16001 members 
Mstep: Class 45 contains 13416 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1334 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12260 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14624 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1645 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23779 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4906 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944096.000000 Penalty: 172990.062500
Iteration 298Q: 81 clusters Score -8.59441e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16935 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10891 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1633 members 
Mstep: Class 12 contains 21306 members 
Mstep: Class 13 contains 8329 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7951 members 
Mstep: Class 25 contains 13330 members 
Mstep: Class 26 contains 8092 members 
Mstep: Class 27 contains 12504 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12330 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24771 members 
Mstep: Class 44 contains 16008 members 
Mstep: Class 45 contains 13416 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19139 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1334 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12257 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14623 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1645 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23815 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 17966 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4914 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944056.000000 Penalty: 172990.062500
Iteration 299Q: 81 clusters Score -8.594406e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16920 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10891 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1632 members 
Mstep: Class 12 contains 21310 members 
Mstep: Class 13 contains 8331 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7943 members 
Mstep: Class 25 contains 13330 members 
Mstep: Class 26 contains 8091 members 
Mstep: Class 27 contains 12502 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12327 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24748 members 
Mstep: Class 44 contains 16005 members 
Mstep: Class 45 contains 13416 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19140 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1334 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12254 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14622 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1645 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23858 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 17966 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4924 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944048.000000 Penalty: 172990.062500
Iteration 300F: 81 clusters Score -8.594405e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16910 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10889 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1632 members 
Mstep: Class 12 contains 21315 members 
Mstep: Class 13 contains 8331 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7941 members 
Mstep: Class 25 contains 13330 members 
Mstep: Class 26 contains 8093 members 
Mstep: Class 27 contains 12503 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12321 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24725 members 
Mstep: Class 44 contains 16002 members 
Mstep: Class 45 contains 13416 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19142 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1334 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12251 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14620 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5896 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1645 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23894 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 17966 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4930 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944080.000000 Penalty: 172990.062500
Iteration 301Q: 81 clusters Score -8.594408e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16900 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10886 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 21334 members 
Mstep: Class 13 contains 8330 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7939 members 
Mstep: Class 25 contains 13330 members 
Mstep: Class 26 contains 8092 members 
Mstep: Class 27 contains 12508 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12317 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24705 members 
Mstep: Class 44 contains 15995 members 
Mstep: Class 45 contains 13416 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19142 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1334 members 
Mstep: Class 53 contains 1624 members 
Mstep: Class 54 contains 12241 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14619 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5896 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1645 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23924 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4939 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944056.000000 Penalty: 172990.062500
Iteration 302Q: 81 clusters Score -8.594406e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16888 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10885 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 21344 members 
Mstep: Class 13 contains 8329 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7934 members 
Mstep: Class 25 contains 13329 members 
Mstep: Class 26 contains 8093 members 
Mstep: Class 27 contains 12514 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12315 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24688 members 
Mstep: Class 44 contains 15999 members 
Mstep: Class 45 contains 13416 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19142 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1334 members 
Mstep: Class 53 contains 1623 members 
Mstep: Class 54 contains 12237 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14619 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5896 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1645 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23942 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4949 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 331 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944040.000000 Penalty: 172990.062500
Iteration 303Q: 81 clusters Score -8.594404e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16876 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10883 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1630 members 
Mstep: Class 12 contains 21365 members 
Mstep: Class 13 contains 8329 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7932 members 
Mstep: Class 25 contains 13328 members 
Mstep: Class 26 contains 8094 members 
Mstep: Class 27 contains 12514 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 12312 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24683 members 
Mstep: Class 44 contains 15996 members 
Mstep: Class 45 contains 13416 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19142 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1334 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12231 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14619 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1645 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23949 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4960 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944032.000000 Penalty: 172990.062500
Iteration 304Q: 81 clusters Score -8.594403e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16859 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10883 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1630 members 
Mstep: Class 12 contains 21388 members 
Mstep: Class 13 contains 8327 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3891 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7928 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 8094 members 
Mstep: Class 27 contains 12517 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12305 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24670 members 
Mstep: Class 44 contains 15998 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19142 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1334 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12227 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14619 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1646 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23963 members 
Mstep: Class 70 contains 14770 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4968 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944008.000000 Penalty: 172990.062500
Iteration 305Q: 81 clusters Score -8.594401e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16846 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10883 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1630 members 
Mstep: Class 12 contains 21410 members 
Mstep: Class 13 contains 8322 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3891 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7925 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 8094 members 
Mstep: Class 27 contains 12524 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12298 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1477 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24662 members 
Mstep: Class 44 contains 16001 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19142 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1333 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12229 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14619 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1647 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23962 members 
Mstep: Class 70 contains 14769 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4973 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944168.000000 Penalty: 172990.062500
Iteration 306Q: 81 clusters Score -8.594417e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16830 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10879 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1630 members 
Mstep: Class 12 contains 21430 members 
Mstep: Class 13 contains 8321 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3891 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7925 members 
Mstep: Class 25 contains 13326 members 
Mstep: Class 26 contains 8096 members 
Mstep: Class 27 contains 12525 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12292 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3473 members 
Mstep: Class 43 contains 24660 members 
Mstep: Class 44 contains 16001 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19142 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1333 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12234 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14620 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1648 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23958 members 
Mstep: Class 70 contains 14769 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4979 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944304.000000 Penalty: 172990.062500
Iteration 307Q: 81 clusters Score -8.59443e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16807 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10877 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1630 members 
Mstep: Class 12 contains 21450 members 
Mstep: Class 13 contains 8321 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7925 members 
Mstep: Class 25 contains 13325 members 
Mstep: Class 26 contains 8096 members 
Mstep: Class 27 contains 12528 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7408 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12286 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3473 members 
Mstep: Class 43 contains 24644 members 
Mstep: Class 44 contains 16014 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19142 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1333 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12235 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14620 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1648 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23968 members 
Mstep: Class 70 contains 14769 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4985 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944256.000000 Penalty: 172990.062500
Iteration 308Q: 81 clusters Score -8.594426e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16797 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10876 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1630 members 
Mstep: Class 12 contains 21475 members 
Mstep: Class 13 contains 8319 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7926 members 
Mstep: Class 25 contains 13323 members 
Mstep: Class 26 contains 8096 members 
Mstep: Class 27 contains 12531 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1983 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12279 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3473 members 
Mstep: Class 43 contains 24655 members 
Mstep: Class 44 contains 16015 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19140 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1333 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12236 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14622 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19578 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1647 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23949 members 
Mstep: Class 70 contains 14769 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4985 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944232.000000 Penalty: 172990.062500
Iteration 309Q: 81 clusters Score -8.594423e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16777 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10875 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1630 members 
Mstep: Class 12 contains 21498 members 
Mstep: Class 13 contains 8318 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7929 members 
Mstep: Class 25 contains 13324 members 
Mstep: Class 26 contains 8094 members 
Mstep: Class 27 contains 12527 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12274 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24662 members 
Mstep: Class 44 contains 16024 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19140 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1334 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12235 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14622 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19577 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1647 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23940 members 
Mstep: Class 70 contains 14769 members 
Mstep: Class 71 contains 17967 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4988 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944264.000000 Penalty: 172990.062500
Iteration 310Q: 81 clusters Score -8.594426e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16758 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10873 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1629 members 
Mstep: Class 12 contains 21528 members 
Mstep: Class 13 contains 8318 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7929 members 
Mstep: Class 25 contains 13325 members 
Mstep: Class 26 contains 8092 members 
Mstep: Class 27 contains 12523 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12269 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24663 members 
Mstep: Class 44 contains 16032 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19140 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1334 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12228 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14622 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19575 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1647 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23935 members 
Mstep: Class 70 contains 14769 members 
Mstep: Class 71 contains 17969 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4995 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944272.000000 Penalty: 172990.062500
Iteration 311Q: 81 clusters Score -8.594427e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16743 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10870 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1629 members 
Mstep: Class 12 contains 21560 members 
Mstep: Class 13 contains 8319 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7931 members 
Mstep: Class 25 contains 13323 members 
Mstep: Class 26 contains 8090 members 
Mstep: Class 27 contains 12522 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12265 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24678 members 
Mstep: Class 44 contains 16035 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19140 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1334 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12217 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14622 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19575 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1647 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23919 members 
Mstep: Class 70 contains 14769 members 
Mstep: Class 71 contains 17969 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 4998 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944224.000000 Penalty: 172990.062500
Iteration 312Q: 81 clusters Score -8.594422e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16724 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10866 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 12 contains 21586 members 
Mstep: Class 13 contains 8318 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7934 members 
Mstep: Class 25 contains 13323 members 
Mstep: Class 26 contains 8088 members 
Mstep: Class 27 contains 12526 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12253 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24705 members 
Mstep: Class 44 contains 16035 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19140 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1333 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12216 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14622 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19575 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1647 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23896 members 
Mstep: Class 70 contains 14769 members 
Mstep: Class 71 contains 17969 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5001 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944320.000000 Penalty: 172990.062500
Iteration 313Q: 81 clusters Score -8.594432e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16704 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10862 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 21601 members 
Mstep: Class 13 contains 8319 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7935 members 
Mstep: Class 25 contains 13322 members 
Mstep: Class 26 contains 8089 members 
Mstep: Class 27 contains 12526 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12244 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24728 members 
Mstep: Class 44 contains 16035 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19140 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1333 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12224 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14623 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19575 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1647 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23878 members 
Mstep: Class 70 contains 14769 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5004 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944320.000000 Penalty: 172990.062500
Iteration 314Q: 81 clusters Score -8.594432e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16677 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10860 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 21618 members 
Mstep: Class 13 contains 8316 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7934 members 
Mstep: Class 25 contains 13323 members 
Mstep: Class 26 contains 8090 members 
Mstep: Class 27 contains 12528 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12238 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31409 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24729 members 
Mstep: Class 44 contains 16039 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19141 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1333 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12228 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14622 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19575 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1647 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23887 members 
Mstep: Class 70 contains 14769 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5006 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944360.000000 Penalty: 172990.062500
Iteration 315Q: 81 clusters Score -8.594436e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16654 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10857 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 21641 members 
Mstep: Class 13 contains 8317 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7936 members 
Mstep: Class 25 contains 13323 members 
Mstep: Class 26 contains 8087 members 
Mstep: Class 27 contains 12531 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12231 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31409 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24720 members 
Mstep: Class 44 contains 16035 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19143 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1333 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12228 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14622 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1950 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19575 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1647 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23907 members 
Mstep: Class 70 contains 14769 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5009 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944344.000000 Penalty: 172990.062500
Iteration 316Q: 81 clusters Score -8.594434e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16634 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10855 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 21659 members 
Mstep: Class 13 contains 8318 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7935 members 
Mstep: Class 25 contains 13323 members 
Mstep: Class 26 contains 8087 members 
Mstep: Class 27 contains 12528 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12226 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31409 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24739 members 
Mstep: Class 44 contains 16035 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19144 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1333 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12232 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14621 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19575 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1648 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23895 members 
Mstep: Class 70 contains 14769 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5010 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944232.000000 Penalty: 172990.062500
Iteration 317Q: 81 clusters Score -8.594423e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16618 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10853 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 21676 members 
Mstep: Class 13 contains 8317 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7937 members 
Mstep: Class 25 contains 13323 members 
Mstep: Class 26 contains 8084 members 
Mstep: Class 27 contains 12527 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12218 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31409 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24769 members 
Mstep: Class 44 contains 16037 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19144 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1332 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12238 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14621 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19575 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1649 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23872 members 
Mstep: Class 70 contains 14769 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5011 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944176.000000 Penalty: 172990.062500
Iteration 318Q: 81 clusters Score -8.594418e+07 nChanged 158
Entering ConstructFrom: 
Score: -85944176.000000 Penalty: 172990.062500
Entering ConstructFrom: 
Trying to split cluster 1 (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: -195682.093750 Penalty: 1204.279663
	Iteration 0F: 2 clusters Score -195682.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -193859.906250 Penalty: 2408.559326
	Iteration 0F: 3 clusters Score -193859.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -194503.515625 Penalty: 2408.559326
	Iteration 1F: 3 clusters Score -194503.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -194976.187500 Penalty: 2408.559326
	Iteration 2F: 3 clusters Score -194976.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -195345.203125 Penalty: 2408.559326
	Iteration 3F: 3 clusters Score -195345.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -195553.093750 Penalty: 2408.559326
	Iteration 4F: 3 clusters Score -195553.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -195678.468750 Penalty: 2408.559326
	Iteration 5Q: 3 clusters Score -195678.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -195739.875000 Penalty: 2408.559326
	Iteration 6Q: 3 clusters Score -195739.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -195777.140625 Penalty: 2408.559326
	Iteration 7Q: 3 clusters Score -195777.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -195804.312500 Penalty: 2408.559326
	Iteration 8Q: 3 clusters Score -195804.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -195825.328125 Penalty: 2408.559326
	Iteration 9Q: 3 clusters Score -195825.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -195838.265625 Penalty: 2408.559326
	Iteration 10Q: 3 clusters Score -195838.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -195855.953125 Penalty: 2408.559326
	Iteration 11Q: 3 clusters Score -195856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -195878.921875 Penalty: 2408.559326
	Iteration 12Q: 3 clusters Score -195878.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -195904.359375 Penalty: 2408.559326
	Iteration 13Q: 3 clusters Score -195904.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -195924.109375 Penalty: 2408.559326
	Iteration 14Q: 3 clusters Score -195924.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -195933.671875 Penalty: 2408.559326
	Iteration 15Q: 3 clusters Score -195933.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -195942.937500 Penalty: 2408.559326
	Iteration 16Q: 3 clusters Score -195942.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -195957.937500 Penalty: 2408.559326
	Iteration 17Q: 3 clusters Score -195957.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -195966.781250 Penalty: 2408.559326
	Iteration 18Q: 3 clusters Score -195966.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -195971.875000 Penalty: 2408.559326
	Iteration 19Q: 3 clusters Score -195971.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -195976.109375 Penalty: 2408.559326
	Iteration 20F: 3 clusters Score -195976.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -195980.203125 Penalty: 2408.559326
	Iteration 21Q: 3 clusters Score -195980.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -195984.203125 Penalty: 2408.559326
	Iteration 22Q: 3 clusters Score -195984.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -195985.937500 Penalty: 2408.559326
	Iteration 23Q: 3 clusters Score -195985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -195986.765625 Penalty: 2408.559326
	Iteration 24Q: 3 clusters Score -195986.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -195986.765625 Penalty: 2408.559326
	Iteration 25F: 3 clusters Score -195986.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16602 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10851 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 21697 members 
Mstep: Class 13 contains 8316 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4171 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7940 members 
Mstep: Class 25 contains 13323 members 
Mstep: Class 26 contains 8082 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12214 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31409 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24785 members 
Mstep: Class 44 contains 16041 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19144 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1331 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12241 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14620 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19575 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23855 members 
Mstep: Class 70 contains 14768 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5011 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15495 members 
Mstep: Class 81 contains 647 members 
Entering Unmasked Estep 
Score: -85943248.000000 Penalty: 175152.437500
Splitting cluster 1 changes total score from -85944176.000000 to -85943248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -182471.234375 Penalty: 1180.972900
	Iteration 0F: 2 clusters Score -182471.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -180787.765625 Penalty: 2361.945801
	Iteration 0F: 3 clusters Score -180787.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -181403.671875 Penalty: 2361.945801
	Iteration 1F: 3 clusters Score -181403.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -181689.406250 Penalty: 2361.945801
	Iteration 2F: 3 clusters Score -181689.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -181854.125000 Penalty: 2361.945801
	Iteration 3F: 3 clusters Score -181854.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -181946.718750 Penalty: 2361.945801
	Iteration 4Q: 3 clusters Score -181946.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -181991.671875 Penalty: 2361.945801
	Iteration 5Q: 3 clusters Score -181991.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -182012.796875 Penalty: 2361.945801
	Iteration 6Q: 3 clusters Score -182012.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -182028.296875 Penalty: 2361.945801
	Iteration 7Q: 3 clusters Score -182028.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -182037.984375 Penalty: 2361.945801
	Iteration 8Q: 3 clusters Score -182038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -182043.250000 Penalty: 2361.945801
	Iteration 9Q: 3 clusters Score -182043.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -182046.921875 Penalty: 2361.945801
	Iteration 10Q: 3 clusters Score -182046.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -182050.062500 Penalty: 2361.945801
	Iteration 11Q: 3 clusters Score -182050.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -182053.484375 Penalty: 2361.945801
	Iteration 12Q: 3 clusters Score -182053.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -182054.875000 Penalty: 2361.945801
	Iteration 13Q: 3 clusters Score -182054.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -182055.125000 Penalty: 2361.945801
	Iteration 14Q: 3 clusters Score -182055.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -182055.328125 Penalty: 2361.945801
	Iteration 15Q: 3 clusters Score -182055.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -182057.312500 Penalty: 2361.945801
	Iteration 16Q: 3 clusters Score -182057.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -182062.875000 Penalty: 2361.945801
	Iteration 17Q: 3 clusters Score -182062.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -182069.890625 Penalty: 2361.945801
	Iteration 18Q: 3 clusters Score -182069.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -182072.625000 Penalty: 2361.945801
	Iteration 19Q: 3 clusters Score -182072.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -182076.656250 Penalty: 2361.945801
	Iteration 20F: 3 clusters Score -182076.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -182077.281250 Penalty: 2361.945801
	Iteration 21Q: 3 clusters Score -182077.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -182077.593750 Penalty: 2361.945801
	Iteration 22Q: 3 clusters Score -182077.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -182077.593750 Penalty: 2361.945801
	Iteration 23F: 3 clusters Score -182077.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Entering Unmasked Estep 
Score: -2514433.750000 Penalty: 1579.057739
	Iteration 0F: 2 clusters Score -2514434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2503315.500000 Penalty: 3158.115479
	Iteration 0F: 3 clusters Score -2503316 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2507180.000000 Penalty: 3158.115479
	Iteration 1F: 3 clusters Score -2507180 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2507530.000000 Penalty: 3158.115479
	Iteration 2F: 3 clusters Score -2507530 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2507876.750000 Penalty: 3158.115479
	Iteration 3F: 3 clusters Score -2507877 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2508199.250000 Penalty: 3158.115479
	Iteration 4Q: 3 clusters Score -2508199 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2508509.500000 Penalty: 3158.115479
	Iteration 5Q: 3 clusters Score -2508510 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2508850.000000 Penalty: 3158.115479
	Iteration 6Q: 3 clusters Score -2508850 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2509242.250000 Penalty: 3158.115479
	Iteration 7Q: 3 clusters Score -2509242 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2509721.250000 Penalty: 3158.115479
	Iteration 8F: 3 clusters Score -2509721 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2510276.750000 Penalty: 3158.115479
	Iteration 9F: 3 clusters Score -2510277 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2510890.500000 Penalty: 3158.115479
	Iteration 10F: 3 clusters Score -2510890 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2511550.000000 Penalty: 3158.115479
	Iteration 11F: 3 clusters Score -2511550 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2512107.000000 Penalty: 3158.115479
	Iteration 12Q: 3 clusters Score -2512107 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2512533.750000 Penalty: 3158.115479
	Iteration 13Q: 3 clusters Score -2512534 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2512784.750000 Penalty: 3158.115479
	Iteration 14Q: 3 clusters Score -2512785 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2512917.250000 Penalty: 3158.115479
	Iteration 15Q: 3 clusters Score -2512917 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2512995.750000 Penalty: 3158.115479
	Iteration 16Q: 3 clusters Score -2512996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2513040.000000 Penalty: 3158.115479
	Iteration 17Q: 3 clusters Score -2513040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2513047.500000 Penalty: 3158.115479
	Iteration 18Q: 3 clusters Score -2513048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2513058.250000 Penalty: 3158.115479
	Iteration 19Q: 3 clusters Score -2513058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2513073.750000 Penalty: 3158.115479
	Iteration 20F: 3 clusters Score -2513074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2513079.250000 Penalty: 3158.115479
	Iteration 21Q: 3 clusters Score -2513079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2513086.250000 Penalty: 3158.115479
	Iteration 22Q: 3 clusters Score -2513086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2513099.750000 Penalty: 3158.115479
	Iteration 23Q: 3 clusters Score -2513100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2513107.250000 Penalty: 3158.115479
	Iteration 24Q: 3 clusters Score -2513107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2513107.250000 Penalty: 3158.115479
	Iteration 25Q: 3 clusters Score -2513107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2513108.500000 Penalty: 3158.115479
	Iteration 26Q: 3 clusters Score -2513108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2513111.000000 Penalty: 3158.115479
	Iteration 27Q: 3 clusters Score -2513111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2513111.500000 Penalty: 3158.115479
	Iteration 28Q: 3 clusters Score -2513112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2513111.500000 Penalty: 3158.115479
	Iteration 29F: 3 clusters Score -2513112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -147443.421875 Penalty: 1156.017822
	Iteration 0F: 2 clusters Score -147443.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -145859.828125 Penalty: 2312.035645
	Iteration 0F: 3 clusters Score -145859.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -146366.109375 Penalty: 2312.035645
	Iteration 1F: 3 clusters Score -146366.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -146637.250000 Penalty: 2312.035645
	Iteration 2F: 3 clusters Score -146637.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -146904.468750 Penalty: 2312.035645
	Iteration 3F: 3 clusters Score -146904.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -147064.437500 Penalty: 2312.035645
	Iteration 4F: 3 clusters Score -147064.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -147192.640625 Penalty: 2312.035645
	Iteration 5Q: 3 clusters Score -147192.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -147300.250000 Penalty: 2312.035645
	Iteration 6Q: 3 clusters Score -147300.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -147362.843750 Penalty: 2312.035645
	Iteration 7Q: 3 clusters Score -147362.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -147403.609375 Penalty: 2312.035645
	Iteration 8Q: 3 clusters Score -147403.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -147434.156250 Penalty: 2312.035645
	Iteration 9Q: 3 clusters Score -147434.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -147452.671875 Penalty: 2312.035645
	Iteration 10Q: 3 clusters Score -147452.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -147463.671875 Penalty: 2312.035645
	Iteration 11Q: 3 clusters Score -147463.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -147474.031250 Penalty: 2312.035645
	Iteration 12Q: 3 clusters Score -147474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -147476.906250 Penalty: 2312.035645
	Iteration 13Q: 3 clusters Score -147476.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -147479.328125 Penalty: 2312.035645
	Iteration 14Q: 3 clusters Score -147479.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -147481.609375 Penalty: 2312.035645
	Iteration 15Q: 3 clusters Score -147481.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -147484.203125 Penalty: 2312.035645
	Iteration 16Q: 3 clusters Score -147484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -147486.000000 Penalty: 2312.035645
	Iteration 17Q: 3 clusters Score -147486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -147486.781250 Penalty: 2312.035645
	Iteration 18Q: 3 clusters Score -147486.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -147486.781250 Penalty: 2312.035645
	Iteration 19F: 3 clusters Score -147486.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16602 members 
Mstep: Class 4 contains 506 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10851 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 21697 members 
Mstep: Class 13 contains 8316 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4171 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7940 members 
Mstep: Class 25 contains 13323 members 
Mstep: Class 26 contains 8082 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12214 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31409 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24785 members 
Mstep: Class 44 contains 16041 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19144 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1331 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12241 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14620 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19575 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23855 members 
Mstep: Class 70 contains 14768 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5011 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15495 members 
Mstep: Class 81 contains 723 members 
Entering Unmasked Estep 
Score: -85943096.000000 Penalty: 175152.437500
Splitting cluster 4 changes total score from -85944176.000000 to -85943096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (29677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Entering Unmasked Estep 
Score: -4524946.500000 Penalty: 1673.445679
	Iteration 0F: 2 clusters Score -4524946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -4507870.000000 Penalty: 3346.891357
	Iteration 0F: 3 clusters Score -4507870 nChanged 13681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -4515565.500000 Penalty: 3346.891357
	Iteration 1F: 3 clusters Score -4515566 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -4516041.500000 Penalty: 3346.891357
	Iteration 2F: 3 clusters Score -4516042 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -4516613.000000 Penalty: 3346.891357
	Iteration 3F: 3 clusters Score -4516613 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -4517161.500000 Penalty: 3346.891357
	Iteration 4F: 3 clusters Score -4517162 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -4517813.000000 Penalty: 3346.891357
	Iteration 5F: 3 clusters Score -4517813 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -4518436.000000 Penalty: 3346.891357
	Iteration 6F: 3 clusters Score -4518436 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -4518931.500000 Penalty: 3346.891357
	Iteration 7F: 3 clusters Score -4518932 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -4519415.000000 Penalty: 3346.891357
	Iteration 8Q: 3 clusters Score -4519415 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -4519822.500000 Penalty: 3346.891357
	Iteration 9Q: 3 clusters Score -4519822 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -4520106.500000 Penalty: 3346.891357
	Iteration 10Q: 3 clusters Score -4520106 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -4520295.000000 Penalty: 3346.891357
	Iteration 11Q: 3 clusters Score -4520295 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -4520399.500000 Penalty: 3346.891357
	Iteration 12Q: 3 clusters Score -4520400 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -4520480.500000 Penalty: 3346.891357
	Iteration 13Q: 3 clusters Score -4520480 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -4520539.000000 Penalty: 3346.891357
	Iteration 14Q: 3 clusters Score -4520539 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -4520636.500000 Penalty: 3346.891357
	Iteration 15Q: 3 clusters Score -4520636 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -4520671.000000 Penalty: 3346.891357
	Iteration 16Q: 3 clusters Score -4520671 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -4520713.000000 Penalty: 3346.891357
	Iteration 17Q: 3 clusters Score -4520713 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -4520727.000000 Penalty: 3346.891357
	Iteration 18Q: 3 clusters Score -4520727 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -4520742.500000 Penalty: 3346.891357
	Iteration 19Q: 3 clusters Score -4520742 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -4520788.500000 Penalty: 3346.891357
	Iteration 20F: 3 clusters Score -4520788 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -4520837.000000 Penalty: 3346.891357
	Iteration 21Q: 3 clusters Score -4520837 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -4520878.000000 Penalty: 3346.891357
	Iteration 22Q: 3 clusters Score -4520878 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -4520907.000000 Penalty: 3346.891357
	Iteration 23Q: 3 clusters Score -4520907 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -4520933.000000 Penalty: 3346.891357
	Iteration 24Q: 3 clusters Score -4520933 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -4520950.000000 Penalty: 3346.891357
	Iteration 25Q: 3 clusters Score -4520950 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -4520979.500000 Penalty: 3346.891357
	Iteration 26Q: 3 clusters Score -4520980 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -4521013.500000 Penalty: 3346.891357
	Iteration 27Q: 3 clusters Score -4521014 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -4521030.500000 Penalty: 3346.891357
	Iteration 28Q: 3 clusters Score -4521030 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -4521044.500000 Penalty: 3346.891357
	Iteration 29Q: 3 clusters Score -4521044 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -4521037.000000 Penalty: 3346.891357
	Iteration 30Q: 3 clusters Score -4521037 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -4521038.000000 Penalty: 3346.891357
	Iteration 31Q: 3 clusters Score -4521038 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -4521053.500000 Penalty: 3346.891357
	Iteration 32Q: 3 clusters Score -4521054 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -4521089.000000 Penalty: 3346.891357
	Iteration 33Q: 3 clusters Score -4521089 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -4521086.500000 Penalty: 3346.891357
	Iteration 34Q: 3 clusters Score -4521086 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -4521077.000000 Penalty: 3346.891357
	Iteration 35Q: 3 clusters Score -4521077 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -4521109.500000 Penalty: 3346.891357
	Iteration 36Q: 3 clusters Score -4521110 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -4521115.000000 Penalty: 3346.891357
	Iteration 37Q: 3 clusters Score -4521115 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -4521136.000000 Penalty: 3346.891357
	Iteration 38Q: 3 clusters Score -4521136 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -4521150.500000 Penalty: 3346.891357
	Iteration 39Q: 3 clusters Score -4521150 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -4521188.500000 Penalty: 3346.891357
	Iteration 40F: 3 clusters Score -4521188 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -4521223.000000 Penalty: 3346.891357
	Iteration 41Q: 3 clusters Score -4521223 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -4521235.500000 Penalty: 3346.891357
	Iteration 42Q: 3 clusters Score -4521236 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -4521252.500000 Penalty: 3346.891357
	Iteration 43Q: 3 clusters Score -4521252 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -4521254.500000 Penalty: 3346.891357
	Iteration 44Q: 3 clusters Score -4521254 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -4521255.000000 Penalty: 3346.891357
	Iteration 45Q: 3 clusters Score -4521255 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -4521273.500000 Penalty: 3346.891357
	Iteration 46Q: 3 clusters Score -4521274 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -4521300.500000 Penalty: 3346.891357
	Iteration 47Q: 3 clusters Score -4521300 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -4521315.000000 Penalty: 3346.891357
	Iteration 48Q: 3 clusters Score -4521315 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -4521337.500000 Penalty: 3346.891357
	Iteration 49Q: 3 clusters Score -4521338 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -4521362.500000 Penalty: 3346.891357
	Iteration 50Q: 3 clusters Score -4521362 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -4521375.000000 Penalty: 3346.891357
	Iteration 51Q: 3 clusters Score -4521375 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -4521378.500000 Penalty: 3346.891357
	Iteration 52Q: 3 clusters Score -4521378 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -4521377.500000 Penalty: 3346.891357
	Iteration 53Q: 3 clusters Score -4521378 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -4521371.500000 Penalty: 3346.891357
	Iteration 54Q: 3 clusters Score -4521372 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -4521357.500000 Penalty: 3346.891357
	Iteration 55Q: 3 clusters Score -4521358 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -4521346.000000 Penalty: 3346.891357
	Iteration 56Q: 3 clusters Score -4521346 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -4521353.500000 Penalty: 3346.891357
	Iteration 57Q: 3 clusters Score -4521354 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -4521372.000000 Penalty: 3346.891357
	Iteration 58Q: 3 clusters Score -4521372 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -4521385.500000 Penalty: 3346.891357
	Iteration 59Q: 3 clusters Score -4521386 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4521406.000000 Penalty: 3346.891357
	Iteration 60F: 3 clusters Score -4521406 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -4521422.000000 Penalty: 3346.891357
	Iteration 61Q: 3 clusters Score -4521422 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -4521441.500000 Penalty: 3346.891357
	Iteration 62Q: 3 clusters Score -4521442 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -4521463.000000 Penalty: 3346.891357
	Iteration 63Q: 3 clusters Score -4521463 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -4521493.500000 Penalty: 3346.891357
	Iteration 64Q: 3 clusters Score -4521494 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -4521503.500000 Penalty: 3346.891357
	Iteration 65Q: 3 clusters Score -4521504 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -4521513.000000 Penalty: 3346.891357
	Iteration 66Q: 3 clusters Score -4521513 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -4521482.000000 Penalty: 3346.891357
	Iteration 67Q: 3 clusters Score -4521482 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -4521504.500000 Penalty: 3346.891357
	Iteration 68Q: 3 clusters Score -4521504 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -4521503.500000 Penalty: 3346.891357
	Iteration 69Q: 3 clusters Score -4521504 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -4521529.500000 Penalty: 3346.891357
	Iteration 70Q: 3 clusters Score -4521530 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -4521526.000000 Penalty: 3346.891357
	Iteration 71Q: 3 clusters Score -4521526 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -4521524.000000 Penalty: 3346.891357
	Iteration 72Q: 3 clusters Score -4521524 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -4521510.500000 Penalty: 3346.891357
	Iteration 73Q: 3 clusters Score -4521510 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -4521502.000000 Penalty: 3346.891357
	Iteration 74Q: 3 clusters Score -4521502 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -4521522.000000 Penalty: 3346.891357
	Iteration 75Q: 3 clusters Score -4521522 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -4521513.000000 Penalty: 3346.891357
	Iteration 76Q: 3 clusters Score -4521513 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -4521512.000000 Penalty: 3346.891357
	Iteration 77Q: 3 clusters Score -4521512 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -4521537.500000 Penalty: 3346.891357
	Iteration 78Q: 3 clusters Score -4521538 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -4521533.000000 Penalty: 3346.891357
	Iteration 79Q: 3 clusters Score -4521533 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -4521556.500000 Penalty: 3346.891357
	Iteration 80F: 3 clusters Score -4521556 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -4521546.000000 Penalty: 3346.891357
	Iteration 81Q: 3 clusters Score -4521546 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -4521542.000000 Penalty: 3346.891357
	Iteration 82Q: 3 clusters Score -4521542 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -4521541.500000 Penalty: 3346.891357
	Iteration 83Q: 3 clusters Score -4521542 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -4521557.000000 Penalty: 3346.891357
	Iteration 84Q: 3 clusters Score -4521557 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -4521565.000000 Penalty: 3346.891357
	Iteration 85Q: 3 clusters Score -4521565 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -4521573.000000 Penalty: 3346.891357
	Iteration 86Q: 3 clusters Score -4521573 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -4521575.500000 Penalty: 3346.891357
	Iteration 87Q: 3 clusters Score -4521576 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -4521575.500000 Penalty: 3346.891357
	Iteration 88Q: 3 clusters Score -4521576 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -4521582.500000 Penalty: 3346.891357
	Iteration 89Q: 3 clusters Score -4521582 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -4521599.500000 Penalty: 3346.891357
	Iteration 90Q: 3 clusters Score -4521600 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -4521589.500000 Penalty: 3346.891357
	Iteration 91Q: 3 clusters Score -4521590 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -4521602.500000 Penalty: 3346.891357
	Iteration 92Q: 3 clusters Score -4521602 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -4521591.500000 Penalty: 3346.891357
	Iteration 93Q: 3 clusters Score -4521592 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -4521606.000000 Penalty: 3346.891357
	Iteration 94Q: 3 clusters Score -4521606 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -4521616.500000 Penalty: 3346.891357
	Iteration 95Q: 3 clusters Score -4521616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -4521619.000000 Penalty: 3346.891357
	Iteration 96Q: 3 clusters Score -4521619 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -4521610.000000 Penalty: 3346.891357
	Iteration 97Q: 3 clusters Score -4521610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -4521597.500000 Penalty: 3346.891357
	Iteration 98Q: 3 clusters Score -4521598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -4521602.500000 Penalty: 3346.891357
	Iteration 99Q: 3 clusters Score -4521602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -4521613.000000 Penalty: 3346.891357
	Iteration 100F: 3 clusters Score -4521613 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -4521608.500000 Penalty: 3346.891357
	Iteration 101Q: 3 clusters Score -4521608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -4521596.000000 Penalty: 3346.891357
	Iteration 102Q: 3 clusters Score -4521596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -4521601.000000 Penalty: 3346.891357
	Iteration 103Q: 3 clusters Score -4521601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -4521612.500000 Penalty: 3346.891357
	Iteration 104Q: 3 clusters Score -4521612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -4521613.000000 Penalty: 3346.891357
	Iteration 105Q: 3 clusters Score -4521613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -4521605.500000 Penalty: 3346.891357
	Iteration 106Q: 3 clusters Score -4521606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -4521608.000000 Penalty: 3346.891357
	Iteration 107Q: 3 clusters Score -4521608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -4521603.500000 Penalty: 3346.891357
	Iteration 108Q: 3 clusters Score -4521604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -4521609.500000 Penalty: 3346.891357
	Iteration 109Q: 3 clusters Score -4521610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -4521613.500000 Penalty: 3346.891357
	Iteration 110Q: 3 clusters Score -4521614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -4521600.000000 Penalty: 3346.891357
	Iteration 111Q: 3 clusters Score -4521600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -4521603.500000 Penalty: 3346.891357
	Iteration 112Q: 3 clusters Score -4521604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -4521601.500000 Penalty: 3346.891357
	Iteration 113Q: 3 clusters Score -4521602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -4521603.500000 Penalty: 3346.891357
	Iteration 114Q: 3 clusters Score -4521604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -4521597.500000 Penalty: 3346.891357
	Iteration 115Q: 3 clusters Score -4521598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -4521603.000000 Penalty: 3346.891357
	Iteration 116Q: 3 clusters Score -4521603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -4521597.500000 Penalty: 3346.891357
	Iteration 117Q: 3 clusters Score -4521598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -4521593.500000 Penalty: 3346.891357
	Iteration 118Q: 3 clusters Score -4521594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -4521592.000000 Penalty: 3346.891357
	Iteration 119Q: 3 clusters Score -4521592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -4521594.500000 Penalty: 3346.891357
	Iteration 120F: 3 clusters Score -4521594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -4521601.500000 Penalty: 3346.891357
	Iteration 121Q: 3 clusters Score -4521602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -4521606.000000 Penalty: 3346.891357
	Iteration 122Q: 3 clusters Score -4521606 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -4521591.000000 Penalty: 3346.891357
	Iteration 123Q: 3 clusters Score -4521591 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -4521599.000000 Penalty: 3346.891357
	Iteration 124Q: 3 clusters Score -4521599 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -4521605.500000 Penalty: 3346.891357
	Iteration 125Q: 3 clusters Score -4521606 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -4521614.000000 Penalty: 3346.891357
	Iteration 126Q: 3 clusters Score -4521614 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -4521616.000000 Penalty: 3346.891357
	Iteration 127Q: 3 clusters Score -4521616 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -4521620.000000 Penalty: 3346.891357
	Iteration 128Q: 3 clusters Score -4521620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -4521625.000000 Penalty: 3346.891357
	Iteration 129Q: 3 clusters Score -4521625 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -4521628.500000 Penalty: 3346.891357
	Iteration 130Q: 3 clusters Score -4521628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -4521620.500000 Penalty: 3346.891357
	Iteration 131Q: 3 clusters Score -4521620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -4521618.500000 Penalty: 3346.891357
	Iteration 132Q: 3 clusters Score -4521618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -4521613.500000 Penalty: 3346.891357
	Iteration 133Q: 3 clusters Score -4521614 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -4521624.000000 Penalty: 3346.891357
	Iteration 134Q: 3 clusters Score -4521624 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -4521635.000000 Penalty: 3346.891357
	Iteration 135Q: 3 clusters Score -4521635 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -4521627.000000 Penalty: 3346.891357
	Iteration 136Q: 3 clusters Score -4521627 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -4521640.000000 Penalty: 3346.891357
	Iteration 137Q: 3 clusters Score -4521640 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -4521651.500000 Penalty: 3346.891357
	Iteration 138Q: 3 clusters Score -4521652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -4521662.500000 Penalty: 3346.891357
	Iteration 139Q: 3 clusters Score -4521662 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -4521673.500000 Penalty: 3346.891357
	Iteration 140F: 3 clusters Score -4521674 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -4521670.500000 Penalty: 3346.891357
	Iteration 141Q: 3 clusters Score -4521670 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -4521670.500000 Penalty: 3346.891357
	Iteration 142Q: 3 clusters Score -4521670 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -4521680.500000 Penalty: 3346.891357
	Iteration 143Q: 3 clusters Score -4521680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -4521680.500000 Penalty: 3346.891357
	Iteration 144Q: 3 clusters Score -4521680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -4521681.500000 Penalty: 3346.891357
	Iteration 145Q: 3 clusters Score -4521682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -4521687.000000 Penalty: 3346.891357
	Iteration 146Q: 3 clusters Score -4521687 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -4521700.000000 Penalty: 3346.891357
	Iteration 147Q: 3 clusters Score -4521700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -4521707.500000 Penalty: 3346.891357
	Iteration 148Q: 3 clusters Score -4521708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -4521712.000000 Penalty: 3346.891357
	Iteration 149Q: 3 clusters Score -4521712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -4521711.000000 Penalty: 3346.891357
	Iteration 150Q: 3 clusters Score -4521711 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -4521715.000000 Penalty: 3346.891357
	Iteration 151Q: 3 clusters Score -4521715 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -4521711.000000 Penalty: 3346.891357
	Iteration 152Q: 3 clusters Score -4521711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -4521718.000000 Penalty: 3346.891357
	Iteration 153Q: 3 clusters Score -4521718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -4521714.500000 Penalty: 3346.891357
	Iteration 154Q: 3 clusters Score -4521714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -4521718.500000 Penalty: 3346.891357
	Iteration 155Q: 3 clusters Score -4521718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -4521721.500000 Penalty: 3346.891357
	Iteration 156Q: 3 clusters Score -4521722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -4521720.000000 Penalty: 3346.891357
	Iteration 157Q: 3 clusters Score -4521720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -4521722.000000 Penalty: 3346.891357
	Iteration 158Q: 3 clusters Score -4521722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -4521724.000000 Penalty: 3346.891357
	Iteration 159Q: 3 clusters Score -4521724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -4521729.000000 Penalty: 3346.891357
	Iteration 160F: 3 clusters Score -4521729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -4521735.500000 Penalty: 3346.891357
	Iteration 161Q: 3 clusters Score -4521736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -4521737.000000 Penalty: 3346.891357
	Iteration 162Q: 3 clusters Score -4521737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -4521742.500000 Penalty: 3346.891357
	Iteration 163Q: 3 clusters Score -4521742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -4521741.000000 Penalty: 3346.891357
	Iteration 164Q: 3 clusters Score -4521741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -4521742.500000 Penalty: 3346.891357
	Iteration 165Q: 3 clusters Score -4521742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -4521745.500000 Penalty: 3346.891357
	Iteration 166Q: 3 clusters Score -4521746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -4521753.000000 Penalty: 3346.891357
	Iteration 167Q: 3 clusters Score -4521753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -4521752.000000 Penalty: 3346.891357
	Iteration 168Q: 3 clusters Score -4521752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -4521763.000000 Penalty: 3346.891357
	Iteration 169Q: 3 clusters Score -4521763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -4521759.000000 Penalty: 3346.891357
	Iteration 170Q: 3 clusters Score -4521759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -4521759.000000 Penalty: 3346.891357
	Iteration 171Q: 3 clusters Score -4521759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -4521764.500000 Penalty: 3346.891357
	Iteration 172Q: 3 clusters Score -4521764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -4521767.000000 Penalty: 3346.891357
	Iteration 173Q: 3 clusters Score -4521767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -4521762.500000 Penalty: 3346.891357
	Iteration 174Q: 3 clusters Score -4521762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -4521766.500000 Penalty: 3346.891357
	Iteration 175Q: 3 clusters Score -4521766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -4521765.000000 Penalty: 3346.891357
	Iteration 176Q: 3 clusters Score -4521765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -4521771.500000 Penalty: 3346.891357
	Iteration 177Q: 3 clusters Score -4521772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -4521770.500000 Penalty: 3346.891357
	Iteration 178Q: 3 clusters Score -4521770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -4521767.500000 Penalty: 3346.891357
	Iteration 179Q: 3 clusters Score -4521768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -4521763.500000 Penalty: 3346.891357
	Iteration 180F: 3 clusters Score -4521764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -4521764.500000 Penalty: 3346.891357
	Iteration 181Q: 3 clusters Score -4521764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -4521770.000000 Penalty: 3346.891357
	Iteration 182Q: 3 clusters Score -4521770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -4521771.500000 Penalty: 3346.891357
	Iteration 183Q: 3 clusters Score -4521772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -4521770.000000 Penalty: 3346.891357
	Iteration 184Q: 3 clusters Score -4521770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -4521767.000000 Penalty: 3346.891357
	Iteration 185Q: 3 clusters Score -4521767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -4521762.000000 Penalty: 3346.891357
	Iteration 186Q: 3 clusters Score -4521762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -4521765.000000 Penalty: 3346.891357
	Iteration 187Q: 3 clusters Score -4521765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -4521765.000000 Penalty: 3346.891357
	Iteration 188Q: 3 clusters Score -4521765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -4521764.000000 Penalty: 3346.891357
	Iteration 189Q: 3 clusters Score -4521764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -4521767.000000 Penalty: 3346.891357
	Iteration 190Q: 3 clusters Score -4521767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -4521766.500000 Penalty: 3346.891357
	Iteration 191Q: 3 clusters Score -4521766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -4521768.000000 Penalty: 3346.891357
	Iteration 192Q: 3 clusters Score -4521768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -4521769.500000 Penalty: 3346.891357
	Iteration 193Q: 3 clusters Score -4521770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -4521769.000000 Penalty: 3346.891357
	Iteration 194Q: 3 clusters Score -4521769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -4521770.000000 Penalty: 3346.891357
	Iteration 195Q: 3 clusters Score -4521770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -4521767.000000 Penalty: 3346.891357
	Iteration 196Q: 3 clusters Score -4521767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -4521767.000000 Penalty: 3346.891357
	Iteration 197F: 3 clusters Score -4521767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -188195.546875 Penalty: 1188.072998
	Iteration 0F: 2 clusters Score -188195.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -186461.171875 Penalty: 2376.145996
	Iteration 0F: 3 clusters Score -186461.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -186881.109375 Penalty: 2376.145996
	Iteration 1F: 3 clusters Score -186881.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -187054.140625 Penalty: 2376.145996
	Iteration 2F: 3 clusters Score -187054.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -187185.625000 Penalty: 2376.145996
	Iteration 3F: 3 clusters Score -187185.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -187307.859375 Penalty: 2376.145996
	Iteration 4F: 3 clusters Score -187307.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -187412.375000 Penalty: 2376.145996
	Iteration 5Q: 3 clusters Score -187412.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -187507.406250 Penalty: 2376.145996
	Iteration 6Q: 3 clusters Score -187507.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -187587.234375 Penalty: 2376.145996
	Iteration 7Q: 3 clusters Score -187587.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -187640.781250 Penalty: 2376.145996
	Iteration 8Q: 3 clusters Score -187640.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -187671.656250 Penalty: 2376.145996
	Iteration 9Q: 3 clusters Score -187671.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -187687.484375 Penalty: 2376.145996
	Iteration 10Q: 3 clusters Score -187687.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -187694.203125 Penalty: 2376.145996
	Iteration 11Q: 3 clusters Score -187694.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -187700.578125 Penalty: 2376.145996
	Iteration 12Q: 3 clusters Score -187700.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -187708.406250 Penalty: 2376.145996
	Iteration 13Q: 3 clusters Score -187708.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -187715.937500 Penalty: 2376.145996
	Iteration 14Q: 3 clusters Score -187715.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -187726.281250 Penalty: 2376.145996
	Iteration 15Q: 3 clusters Score -187726.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -187731.718750 Penalty: 2376.145996
	Iteration 16Q: 3 clusters Score -187731.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -187735.984375 Penalty: 2376.145996
	Iteration 17Q: 3 clusters Score -187736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -187737.750000 Penalty: 2376.145996
	Iteration 18Q: 3 clusters Score -187737.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -187739.156250 Penalty: 2376.145996
	Iteration 19Q: 3 clusters Score -187739.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -187739.968750 Penalty: 2376.145996
	Iteration 20F: 3 clusters Score -187740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Entering Unmasked Estep 
Score: -1615517.375000 Penalty: 1555.131592
	Iteration 0F: 2 clusters Score -1615517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1605540.375000 Penalty: 3110.263184
	Iteration 0F: 3 clusters Score -1605540 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1608969.500000 Penalty: 3110.263184
	Iteration 1F: 3 clusters Score -1608970 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1609348.750000 Penalty: 3110.263184
	Iteration 2F: 3 clusters Score -1609349 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1609735.375000 Penalty: 3110.263184
	Iteration 3F: 3 clusters Score -1609735 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1610179.750000 Penalty: 3110.263184
	Iteration 4F: 3 clusters Score -1610180 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1610732.125000 Penalty: 3110.263184
	Iteration 5F: 3 clusters Score -1610732 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1611373.500000 Penalty: 3110.263184
	Iteration 6F: 3 clusters Score -1611374 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1612143.750000 Penalty: 3110.263184
	Iteration 7F: 3 clusters Score -1612144 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1612904.375000 Penalty: 3110.263184
	Iteration 8F: 3 clusters Score -1612904 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1613472.875000 Penalty: 3110.263184
	Iteration 9F: 3 clusters Score -1613473 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1613842.625000 Penalty: 3110.263184
	Iteration 10Q: 3 clusters Score -1613843 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1614052.750000 Penalty: 3110.263184
	Iteration 11Q: 3 clusters Score -1614053 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1614191.125000 Penalty: 3110.263184
	Iteration 12Q: 3 clusters Score -1614191 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1614316.875000 Penalty: 3110.263184
	Iteration 13Q: 3 clusters Score -1614317 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1614441.125000 Penalty: 3110.263184
	Iteration 14Q: 3 clusters Score -1614441 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1614516.375000 Penalty: 3110.263184
	Iteration 15Q: 3 clusters Score -1614516 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1614577.875000 Penalty: 3110.263184
	Iteration 16Q: 3 clusters Score -1614578 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1614612.000000 Penalty: 3110.263184
	Iteration 17Q: 3 clusters Score -1614612 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1614633.750000 Penalty: 3110.263184
	Iteration 18Q: 3 clusters Score -1614634 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1614643.000000 Penalty: 3110.263184
	Iteration 19Q: 3 clusters Score -1614643 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1614653.000000 Penalty: 3110.263184
	Iteration 20F: 3 clusters Score -1614653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1614658.875000 Penalty: 3110.263184
	Iteration 21Q: 3 clusters Score -1614659 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1614664.375000 Penalty: 3110.263184
	Iteration 22Q: 3 clusters Score -1614664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1614669.750000 Penalty: 3110.263184
	Iteration 23Q: 3 clusters Score -1614670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1614672.625000 Penalty: 3110.263184
	Iteration 24Q: 3 clusters Score -1614673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1614672.625000 Penalty: 3110.263184
	Iteration 25Q: 3 clusters Score -1614673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1614674.500000 Penalty: 3110.263184
	Iteration 26Q: 3 clusters Score -1614674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1614672.375000 Penalty: 3110.263184
	Iteration 27Q: 3 clusters Score -1614672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1614675.000000 Penalty: 3110.263184
	Iteration 28Q: 3 clusters Score -1614675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1614675.125000 Penalty: 3110.263184
	Iteration 29Q: 3 clusters Score -1614675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1614677.125000 Penalty: 3110.263184
	Iteration 30Q: 3 clusters Score -1614677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1614675.500000 Penalty: 3110.263184
	Iteration 31Q: 3 clusters Score -1614676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1614675.625000 Penalty: 3110.263184
	Iteration 32Q: 3 clusters Score -1614676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1614675.625000 Penalty: 3110.263184
	Iteration 33F: 3 clusters Score -1614676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -19635.587891 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -19635.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19049.621094 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -19049.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -19259.919922 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -19259.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -19317.792969 Penalty: 1726.791992
	Iteration 2F: 3 clusters Score -19317.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -19351.720703 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -19351.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19360.367188 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -19360.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -19363.130859 Penalty: 1726.791992
	Iteration 5Q: 3 clusters Score -19363.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -19364.535156 Penalty: 1726.791992
	Iteration 6Q: 3 clusters Score -19364.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -19368.019531 Penalty: 1726.791992
	Iteration 7Q: 3 clusters Score -19368.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -19368.019531 Penalty: 1726.791992
	Iteration 8F: 3 clusters Score -19368.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Entering Unmasked Estep 
Score: -1614540.625000 Penalty: 1509.952026
	Iteration 0F: 2 clusters Score -1614541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1607042.625000 Penalty: 3019.904053
	Iteration 0F: 3 clusters Score -1607043 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1609788.625000 Penalty: 3019.904053
	Iteration 1F: 3 clusters Score -1609789 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1610176.750000 Penalty: 3019.904053
	Iteration 2F: 3 clusters Score -1610177 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1610525.000000 Penalty: 3019.904053
	Iteration 3F: 3 clusters Score -1610525 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1610847.875000 Penalty: 3019.904053
	Iteration 4F: 3 clusters Score -1610848 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1611161.500000 Penalty: 3019.904053
	Iteration 5F: 3 clusters Score -1611162 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1611445.750000 Penalty: 3019.904053
	Iteration 6Q: 3 clusters Score -1611446 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1611767.000000 Penalty: 3019.904053
	Iteration 7Q: 3 clusters Score -1611767 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1612068.500000 Penalty: 3019.904053
	Iteration 8Q: 3 clusters Score -1612068 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1612384.500000 Penalty: 3019.904053
	Iteration 9Q: 3 clusters Score -1612384 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1612626.000000 Penalty: 3019.904053
	Iteration 10Q: 3 clusters Score -1612626 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1612834.750000 Penalty: 3019.904053
	Iteration 11Q: 3 clusters Score -1612835 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1612985.250000 Penalty: 3019.904053
	Iteration 12Q: 3 clusters Score -1612985 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1613084.250000 Penalty: 3019.904053
	Iteration 13Q: 3 clusters Score -1613084 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1613133.250000 Penalty: 3019.904053
	Iteration 14Q: 3 clusters Score -1613133 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1613196.750000 Penalty: 3019.904053
	Iteration 15Q: 3 clusters Score -1613197 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1613249.500000 Penalty: 3019.904053
	Iteration 16Q: 3 clusters Score -1613250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1613285.625000 Penalty: 3019.904053
	Iteration 17Q: 3 clusters Score -1613286 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1613326.000000 Penalty: 3019.904053
	Iteration 18Q: 3 clusters Score -1613326 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1613377.125000 Penalty: 3019.904053
	Iteration 19Q: 3 clusters Score -1613377 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1613447.875000 Penalty: 3019.904053
	Iteration 20F: 3 clusters Score -1613448 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1613530.750000 Penalty: 3019.904053
	Iteration 21Q: 3 clusters Score -1613531 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1613619.000000 Penalty: 3019.904053
	Iteration 22Q: 3 clusters Score -1613619 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1613682.750000 Penalty: 3019.904053
	Iteration 23Q: 3 clusters Score -1613683 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1613729.000000 Penalty: 3019.904053
	Iteration 24Q: 3 clusters Score -1613729 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1613763.000000 Penalty: 3019.904053
	Iteration 25Q: 3 clusters Score -1613763 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1613788.500000 Penalty: 3019.904053
	Iteration 26Q: 3 clusters Score -1613788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1613808.875000 Penalty: 3019.904053
	Iteration 27Q: 3 clusters Score -1613809 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1613828.625000 Penalty: 3019.904053
	Iteration 28Q: 3 clusters Score -1613829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1613835.250000 Penalty: 3019.904053
	Iteration 29Q: 3 clusters Score -1613835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1613844.000000 Penalty: 3019.904053
	Iteration 30Q: 3 clusters Score -1613844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1613848.000000 Penalty: 3019.904053
	Iteration 31Q: 3 clusters Score -1613848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1613852.375000 Penalty: 3019.904053
	Iteration 32Q: 3 clusters Score -1613852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1613856.625000 Penalty: 3019.904053
	Iteration 33Q: 3 clusters Score -1613857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1613860.875000 Penalty: 3019.904053
	Iteration 34Q: 3 clusters Score -1613861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1613860.875000 Penalty: 3019.904053
	Iteration 35Q: 3 clusters Score -1613861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1613862.625000 Penalty: 3019.904053
	Iteration 36Q: 3 clusters Score -1613863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1613865.000000 Penalty: 3019.904053
	Iteration 37Q: 3 clusters Score -1613865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1613865.375000 Penalty: 3019.904053
	Iteration 38Q: 3 clusters Score -1613865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1613863.625000 Penalty: 3019.904053
	Iteration 39Q: 3 clusters Score -1613864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1613862.250000 Penalty: 3019.904053
	Iteration 40F: 3 clusters Score -1613862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1613867.750000 Penalty: 3019.904053
	Iteration 41Q: 3 clusters Score -1613868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1613868.125000 Penalty: 3019.904053
	Iteration 42Q: 3 clusters Score -1613868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1613869.250000 Penalty: 3019.904053
	Iteration 43Q: 3 clusters Score -1613869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1613874.375000 Penalty: 3019.904053
	Iteration 44Q: 3 clusters Score -1613874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1613874.625000 Penalty: 3019.904053
	Iteration 45Q: 3 clusters Score -1613875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1613878.875000 Penalty: 3019.904053
	Iteration 46Q: 3 clusters Score -1613879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1613879.375000 Penalty: 3019.904053
	Iteration 47Q: 3 clusters Score -1613879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1613880.875000 Penalty: 3019.904053
	Iteration 48Q: 3 clusters Score -1613881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1613883.500000 Penalty: 3019.904053
	Iteration 49Q: 3 clusters Score -1613884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1613884.875000 Penalty: 3019.904053
	Iteration 50Q: 3 clusters Score -1613885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1613886.000000 Penalty: 3019.904053
	Iteration 51Q: 3 clusters Score -1613886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1613886.375000 Penalty: 3019.904053
	Iteration 52Q: 3 clusters Score -1613886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1613886.875000 Penalty: 3019.904053
	Iteration 53Q: 3 clusters Score -1613887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1613887.625000 Penalty: 3019.904053
	Iteration 54Q: 3 clusters Score -1613888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1613888.625000 Penalty: 3019.904053
	Iteration 55Q: 3 clusters Score -1613889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1613888.500000 Penalty: 3019.904053
	Iteration 56Q: 3 clusters Score -1613888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1613888.250000 Penalty: 3019.904053
	Iteration 57Q: 3 clusters Score -1613888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1613889.875000 Penalty: 3019.904053
	Iteration 58Q: 3 clusters Score -1613890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1613892.000000 Penalty: 3019.904053
	Iteration 59Q: 3 clusters Score -1613892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1613894.000000 Penalty: 3019.904053
	Iteration 60F: 3 clusters Score -1613894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1613895.875000 Penalty: 3019.904053
	Iteration 61Q: 3 clusters Score -1613896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1613895.875000 Penalty: 3019.904053
	Iteration 62Q: 3 clusters Score -1613896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1613899.125000 Penalty: 3019.904053
	Iteration 63Q: 3 clusters Score -1613899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1613898.125000 Penalty: 3019.904053
	Iteration 64Q: 3 clusters Score -1613898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1613898.125000 Penalty: 3019.904053
	Iteration 65F: 3 clusters Score -1613898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Entering Unmasked Estep 
Score: -649757.312500 Penalty: 1378.658081
	Iteration 0F: 2 clusters Score -649757.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -645946.812500 Penalty: 2757.316162
	Iteration 0F: 3 clusters Score -645946.8 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -647083.812500 Penalty: 2757.316162
	Iteration 1F: 3 clusters Score -647083.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -647332.750000 Penalty: 2757.316162
	Iteration 2F: 3 clusters Score -647332.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -647549.062500 Penalty: 2757.316162
	Iteration 3F: 3 clusters Score -647549.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -647778.625000 Penalty: 2757.316162
	Iteration 4F: 3 clusters Score -647778.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -648030.812500 Penalty: 2757.316162
	Iteration 5F: 3 clusters Score -648030.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -648297.750000 Penalty: 2757.316162
	Iteration 6F: 3 clusters Score -648297.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -648498.562500 Penalty: 2757.316162
	Iteration 7F: 3 clusters Score -648498.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -648633.687500 Penalty: 2757.316162
	Iteration 8Q: 3 clusters Score -648633.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -648706.875000 Penalty: 2757.316162
	Iteration 9Q: 3 clusters Score -648706.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -648759.875000 Penalty: 2757.316162
	Iteration 10Q: 3 clusters Score -648759.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -648801.125000 Penalty: 2757.316162
	Iteration 11Q: 3 clusters Score -648801.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -648828.812500 Penalty: 2757.316162
	Iteration 12Q: 3 clusters Score -648828.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -648851.562500 Penalty: 2757.316162
	Iteration 13Q: 3 clusters Score -648851.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -648869.125000 Penalty: 2757.316162
	Iteration 14Q: 3 clusters Score -648869.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -648883.062500 Penalty: 2757.316162
	Iteration 15Q: 3 clusters Score -648883.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -648894.000000 Penalty: 2757.316162
	Iteration 16Q: 3 clusters Score -648894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -648904.187500 Penalty: 2757.316162
	Iteration 17Q: 3 clusters Score -648904.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -648920.625000 Penalty: 2757.316162
	Iteration 18Q: 3 clusters Score -648920.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -648932.062500 Penalty: 2757.316162
	Iteration 19Q: 3 clusters Score -648932.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -648941.000000 Penalty: 2757.316162
	Iteration 20F: 3 clusters Score -648941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -648946.125000 Penalty: 2757.316162
	Iteration 21Q: 3 clusters Score -648946.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -648949.187500 Penalty: 2757.316162
	Iteration 22Q: 3 clusters Score -648949.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -648954.625000 Penalty: 2757.316162
	Iteration 23Q: 3 clusters Score -648954.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -648959.812500 Penalty: 2757.316162
	Iteration 24Q: 3 clusters Score -648959.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -648963.562500 Penalty: 2757.316162
	Iteration 25Q: 3 clusters Score -648963.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -648966.562500 Penalty: 2757.316162
	Iteration 26Q: 3 clusters Score -648966.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -648969.500000 Penalty: 2757.316162
	Iteration 27Q: 3 clusters Score -648969.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -648973.312500 Penalty: 2757.316162
	Iteration 28Q: 3 clusters Score -648973.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -648977.562500 Penalty: 2757.316162
	Iteration 29Q: 3 clusters Score -648977.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -648978.000000 Penalty: 2757.316162
	Iteration 30Q: 3 clusters Score -648978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -648981.687500 Penalty: 2757.316162
	Iteration 31Q: 3 clusters Score -648981.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -648983.187500 Penalty: 2757.316162
	Iteration 32Q: 3 clusters Score -648983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -648984.625000 Penalty: 2757.316162
	Iteration 33Q: 3 clusters Score -648984.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -648984.187500 Penalty: 2757.316162
	Iteration 34Q: 3 clusters Score -648984.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -648984.875000 Penalty: 2757.316162
	Iteration 35Q: 3 clusters Score -648984.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -648985.812500 Penalty: 2757.316162
	Iteration 36Q: 3 clusters Score -648985.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -648987.625000 Penalty: 2757.316162
	Iteration 37Q: 3 clusters Score -648987.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -648987.500000 Penalty: 2757.316162
	Iteration 38Q: 3 clusters Score -648987.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -648988.250000 Penalty: 2757.316162
	Iteration 39Q: 3 clusters Score -648988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -648987.937500 Penalty: 2757.316162
	Iteration 40F: 3 clusters Score -648987.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -648987.937500 Penalty: 2757.316162
	Iteration 41Q: 3 clusters Score -648987.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -648988.437500 Penalty: 2757.316162
	Iteration 42Q: 3 clusters Score -648988.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -648988.437500 Penalty: 2757.316162
	Iteration 43F: 3 clusters Score -648988.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -231081.968750 Penalty: 1201.405273
	Iteration 0F: 2 clusters Score -231082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -229280.140625 Penalty: 2402.810547
	Iteration 0F: 3 clusters Score -229280.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -229657.140625 Penalty: 2402.810547
	Iteration 1F: 3 clusters Score -229657.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -229777.046875 Penalty: 2402.810547
	Iteration 2F: 3 clusters Score -229777 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -229851.859375 Penalty: 2402.810547
	Iteration 3Q: 3 clusters Score -229851.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -229905.375000 Penalty: 2402.810547
	Iteration 4Q: 3 clusters Score -229905.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -229944.703125 Penalty: 2402.810547
	Iteration 5Q: 3 clusters Score -229944.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -229985.140625 Penalty: 2402.810547
	Iteration 6Q: 3 clusters Score -229985.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -230015.500000 Penalty: 2402.810547
	Iteration 7Q: 3 clusters Score -230015.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -230041.843750 Penalty: 2402.810547
	Iteration 8Q: 3 clusters Score -230041.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -230087.546875 Penalty: 2402.810547
	Iteration 9Q: 3 clusters Score -230087.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -230134.609375 Penalty: 2402.810547
	Iteration 10Q: 3 clusters Score -230134.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -230179.281250 Penalty: 2402.810547
	Iteration 11Q: 3 clusters Score -230179.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -230215.875000 Penalty: 2402.810547
	Iteration 12Q: 3 clusters Score -230215.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -230259.171875 Penalty: 2402.810547
	Iteration 13Q: 3 clusters Score -230259.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -230300.593750 Penalty: 2402.810547
	Iteration 14Q: 3 clusters Score -230300.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -230362.906250 Penalty: 2402.810547
	Iteration 15Q: 3 clusters Score -230362.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -230411.890625 Penalty: 2402.810547
	Iteration 16Q: 3 clusters Score -230411.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -230448.390625 Penalty: 2402.810547
	Iteration 17Q: 3 clusters Score -230448.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -230475.875000 Penalty: 2402.810547
	Iteration 18Q: 3 clusters Score -230475.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -230497.046875 Penalty: 2402.810547
	Iteration 19Q: 3 clusters Score -230497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -230504.984375 Penalty: 2402.810547
	Iteration 20F: 3 clusters Score -230505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -230516.781250 Penalty: 2402.810547
	Iteration 21Q: 3 clusters Score -230516.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -230533.906250 Penalty: 2402.810547
	Iteration 22Q: 3 clusters Score -230533.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -230548.609375 Penalty: 2402.810547
	Iteration 23Q: 3 clusters Score -230548.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -230560.843750 Penalty: 2402.810547
	Iteration 24Q: 3 clusters Score -230560.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -230571.546875 Penalty: 2402.810547
	Iteration 25Q: 3 clusters Score -230571.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -230576.984375 Penalty: 2402.810547
	Iteration 26Q: 3 clusters Score -230577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -230584.843750 Penalty: 2402.810547
	Iteration 27Q: 3 clusters Score -230584.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -230593.671875 Penalty: 2402.810547
	Iteration 28Q: 3 clusters Score -230593.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -230609.671875 Penalty: 2402.810547
	Iteration 29Q: 3 clusters Score -230609.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -230622.343750 Penalty: 2402.810547
	Iteration 30Q: 3 clusters Score -230622.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -230628.656250 Penalty: 2402.810547
	Iteration 31Q: 3 clusters Score -230628.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -230634.265625 Penalty: 2402.810547
	Iteration 32Q: 3 clusters Score -230634.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -230640.812500 Penalty: 2402.810547
	Iteration 33Q: 3 clusters Score -230640.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -230646.125000 Penalty: 2402.810547
	Iteration 34Q: 3 clusters Score -230646.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -230651.093750 Penalty: 2402.810547
	Iteration 35Q: 3 clusters Score -230651.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -230656.500000 Penalty: 2402.810547
	Iteration 36Q: 3 clusters Score -230656.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -230661.218750 Penalty: 2402.810547
	Iteration 37Q: 3 clusters Score -230661.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -230668.875000 Penalty: 2402.810547
	Iteration 38Q: 3 clusters Score -230668.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -230676.375000 Penalty: 2402.810547
	Iteration 39Q: 3 clusters Score -230676.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -230685.421875 Penalty: 2402.810547
	Iteration 40F: 3 clusters Score -230685.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -230693.203125 Penalty: 2402.810547
	Iteration 41Q: 3 clusters Score -230693.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -230700.921875 Penalty: 2402.810547
	Iteration 42Q: 3 clusters Score -230700.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -230710.937500 Penalty: 2402.810547
	Iteration 43Q: 3 clusters Score -230710.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -230720.828125 Penalty: 2402.810547
	Iteration 44Q: 3 clusters Score -230720.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -230726.546875 Penalty: 2402.810547
	Iteration 45Q: 3 clusters Score -230726.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -230735.828125 Penalty: 2402.810547
	Iteration 46Q: 3 clusters Score -230735.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -230742.796875 Penalty: 2402.810547
	Iteration 47Q: 3 clusters Score -230742.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -230745.687500 Penalty: 2402.810547
	Iteration 48Q: 3 clusters Score -230745.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -230746.671875 Penalty: 2402.810547
	Iteration 49Q: 3 clusters Score -230746.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -230750.093750 Penalty: 2402.810547
	Iteration 50Q: 3 clusters Score -230750.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -230753.781250 Penalty: 2402.810547
	Iteration 51Q: 3 clusters Score -230753.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -230757.312500 Penalty: 2402.810547
	Iteration 52Q: 3 clusters Score -230757.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -230761.843750 Penalty: 2402.810547
	Iteration 53Q: 3 clusters Score -230761.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -230766.593750 Penalty: 2402.810547
	Iteration 54Q: 3 clusters Score -230766.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -230772.593750 Penalty: 2402.810547
	Iteration 55Q: 3 clusters Score -230772.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -230785.875000 Penalty: 2402.810547
	Iteration 56Q: 3 clusters Score -230785.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -230800.921875 Penalty: 2402.810547
	Iteration 57Q: 3 clusters Score -230800.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -230814.421875 Penalty: 2402.810547
	Iteration 58Q: 3 clusters Score -230814.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -230830.437500 Penalty: 2402.810547
	Iteration 59Q: 3 clusters Score -230830.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -230846.437500 Penalty: 2402.810547
	Iteration 60F: 3 clusters Score -230846.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -230858.359375 Penalty: 2402.810547
	Iteration 61Q: 3 clusters Score -230858.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -230865.656250 Penalty: 2402.810547
	Iteration 62Q: 3 clusters Score -230865.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -230879.234375 Penalty: 2402.810547
	Iteration 63Q: 3 clusters Score -230879.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -230890.343750 Penalty: 2402.810547
	Iteration 64Q: 3 clusters Score -230890.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -230902.281250 Penalty: 2402.810547
	Iteration 65Q: 3 clusters Score -230902.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -230914.843750 Penalty: 2402.810547
	Iteration 66Q: 3 clusters Score -230914.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -230937.515625 Penalty: 2402.810547
	Iteration 67Q: 3 clusters Score -230937.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -230958.296875 Penalty: 2402.810547
	Iteration 68Q: 3 clusters Score -230958.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -230972.281250 Penalty: 2402.810547
	Iteration 69Q: 3 clusters Score -230972.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -230990.625000 Penalty: 2402.810547
	Iteration 70Q: 3 clusters Score -230990.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -230995.796875 Penalty: 2402.810547
	Iteration 71Q: 3 clusters Score -230995.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -230999.125000 Penalty: 2402.810547
	Iteration 72Q: 3 clusters Score -230999.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -231000.734375 Penalty: 2402.810547
	Iteration 73Q: 3 clusters Score -231000.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -231001.968750 Penalty: 2402.810547
	Iteration 74Q: 3 clusters Score -231002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -231004.640625 Penalty: 2402.810547
	Iteration 75Q: 3 clusters Score -231004.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -231004.859375 Penalty: 2402.810547
	Iteration 76Q: 3 clusters Score -231004.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -231004.859375 Penalty: 2402.810547
	Iteration 77F: 3 clusters Score -231004.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Entering Unmasked Estep 
Score: -3302033.000000 Penalty: 1622.551025
	Iteration 0F: 2 clusters Score -3302033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -3288226.250000 Penalty: 3245.102051
	Iteration 0F: 3 clusters Score -3288226 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -3293945.000000 Penalty: 3245.102051
	Iteration 1F: 3 clusters Score -3293945 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -3294528.500000 Penalty: 3245.102051
	Iteration 2F: 3 clusters Score -3294528 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -3295242.250000 Penalty: 3245.102051
	Iteration 3F: 3 clusters Score -3295242 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3295926.500000 Penalty: 3245.102051
	Iteration 4F: 3 clusters Score -3295926 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -3296686.250000 Penalty: 3245.102051
	Iteration 5F: 3 clusters Score -3296686 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3297467.250000 Penalty: 3245.102051
	Iteration 6F: 3 clusters Score -3297467 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3298224.250000 Penalty: 3245.102051
	Iteration 7F: 3 clusters Score -3298224 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -3298916.750000 Penalty: 3245.102051
	Iteration 8Q: 3 clusters Score -3298917 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3299568.750000 Penalty: 3245.102051
	Iteration 9Q: 3 clusters Score -3299569 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3299977.000000 Penalty: 3245.102051
	Iteration 10Q: 3 clusters Score -3299977 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3300201.000000 Penalty: 3245.102051
	Iteration 11Q: 3 clusters Score -3300201 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3300322.500000 Penalty: 3245.102051
	Iteration 12Q: 3 clusters Score -3300322 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3300424.250000 Penalty: 3245.102051
	Iteration 13Q: 3 clusters Score -3300424 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3300475.250000 Penalty: 3245.102051
	Iteration 14Q: 3 clusters Score -3300475 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3300549.750000 Penalty: 3245.102051
	Iteration 15Q: 3 clusters Score -3300550 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3300599.750000 Penalty: 3245.102051
	Iteration 16Q: 3 clusters Score -3300600 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3300626.750000 Penalty: 3245.102051
	Iteration 17Q: 3 clusters Score -3300627 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3300645.750000 Penalty: 3245.102051
	Iteration 18Q: 3 clusters Score -3300646 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3300657.750000 Penalty: 3245.102051
	Iteration 19Q: 3 clusters Score -3300658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3300682.500000 Penalty: 3245.102051
	Iteration 20F: 3 clusters Score -3300682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3300692.000000 Penalty: 3245.102051
	Iteration 21Q: 3 clusters Score -3300692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3300696.500000 Penalty: 3245.102051
	Iteration 22Q: 3 clusters Score -3300696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3300712.000000 Penalty: 3245.102051
	Iteration 23Q: 3 clusters Score -3300712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3300719.000000 Penalty: 3245.102051
	Iteration 24Q: 3 clusters Score -3300719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3300717.250000 Penalty: 3245.102051
	Iteration 25Q: 3 clusters Score -3300717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3300721.250000 Penalty: 3245.102051
	Iteration 26Q: 3 clusters Score -3300721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3300730.500000 Penalty: 3245.102051
	Iteration 27Q: 3 clusters Score -3300730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3300731.500000 Penalty: 3245.102051
	Iteration 28Q: 3 clusters Score -3300732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3300740.000000 Penalty: 3245.102051
	Iteration 29Q: 3 clusters Score -3300740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3300747.750000 Penalty: 3245.102051
	Iteration 30Q: 3 clusters Score -3300748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3300750.250000 Penalty: 3245.102051
	Iteration 31Q: 3 clusters Score -3300750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3300761.750000 Penalty: 3245.102051
	Iteration 32Q: 3 clusters Score -3300762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3300763.000000 Penalty: 3245.102051
	Iteration 33Q: 3 clusters Score -3300763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3300764.000000 Penalty: 3245.102051
	Iteration 34Q: 3 clusters Score -3300764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3300772.250000 Penalty: 3245.102051
	Iteration 35Q: 3 clusters Score -3300772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3300771.000000 Penalty: 3245.102051
	Iteration 36Q: 3 clusters Score -3300771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3300769.750000 Penalty: 3245.102051
	Iteration 37Q: 3 clusters Score -3300770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3300768.000000 Penalty: 3245.102051
	Iteration 38Q: 3 clusters Score -3300768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3300769.750000 Penalty: 3245.102051
	Iteration 39Q: 3 clusters Score -3300770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3300771.500000 Penalty: 3245.102051
	Iteration 40F: 3 clusters Score -3300772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3300776.250000 Penalty: 3245.102051
	Iteration 41Q: 3 clusters Score -3300776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3300776.250000 Penalty: 3245.102051
	Iteration 42F: 3 clusters Score -3300776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Entering Unmasked Estep 
Score: -1226295.250000 Penalty: 1466.714722
	Iteration 0F: 2 clusters Score -1226295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1220202.750000 Penalty: 2933.429443
	Iteration 0F: 3 clusters Score -1220203 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1222119.625000 Penalty: 2933.429443
	Iteration 1F: 3 clusters Score -1222120 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1222404.625000 Penalty: 2933.429443
	Iteration 2F: 3 clusters Score -1222405 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1222630.250000 Penalty: 2933.429443
	Iteration 3F: 3 clusters Score -1222630 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1222812.000000 Penalty: 2933.429443
	Iteration 4Q: 3 clusters Score -1222812 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1222992.000000 Penalty: 2933.429443
	Iteration 5Q: 3 clusters Score -1222992 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1223197.375000 Penalty: 2933.429443
	Iteration 6Q: 3 clusters Score -1223197 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1223408.875000 Penalty: 2933.429443
	Iteration 7Q: 3 clusters Score -1223409 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1223631.750000 Penalty: 2933.429443
	Iteration 8Q: 3 clusters Score -1223632 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1223869.000000 Penalty: 2933.429443
	Iteration 9Q: 3 clusters Score -1223869 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1224095.250000 Penalty: 2933.429443
	Iteration 10Q: 3 clusters Score -1224095 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1224316.625000 Penalty: 2933.429443
	Iteration 11Q: 3 clusters Score -1224317 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1224481.375000 Penalty: 2933.429443
	Iteration 12Q: 3 clusters Score -1224481 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1224597.375000 Penalty: 2933.429443
	Iteration 13Q: 3 clusters Score -1224597 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1224702.750000 Penalty: 2933.429443
	Iteration 14Q: 3 clusters Score -1224703 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1224765.250000 Penalty: 2933.429443
	Iteration 15Q: 3 clusters Score -1224765 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1224811.500000 Penalty: 2933.429443
	Iteration 16Q: 3 clusters Score -1224812 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1224848.500000 Penalty: 2933.429443
	Iteration 17Q: 3 clusters Score -1224848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1224880.375000 Penalty: 2933.429443
	Iteration 18Q: 3 clusters Score -1224880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1224902.500000 Penalty: 2933.429443
	Iteration 19Q: 3 clusters Score -1224902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1224919.500000 Penalty: 2933.429443
	Iteration 20F: 3 clusters Score -1224920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1224934.375000 Penalty: 2933.429443
	Iteration 21Q: 3 clusters Score -1224934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1224941.375000 Penalty: 2933.429443
	Iteration 22Q: 3 clusters Score -1224941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1224946.000000 Penalty: 2933.429443
	Iteration 23Q: 3 clusters Score -1224946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1224951.250000 Penalty: 2933.429443
	Iteration 24Q: 3 clusters Score -1224951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1224955.125000 Penalty: 2933.429443
	Iteration 25Q: 3 clusters Score -1224955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1224957.875000 Penalty: 2933.429443
	Iteration 26Q: 3 clusters Score -1224958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1224964.375000 Penalty: 2933.429443
	Iteration 27Q: 3 clusters Score -1224964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1224967.250000 Penalty: 2933.429443
	Iteration 28Q: 3 clusters Score -1224967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1224970.375000 Penalty: 2933.429443
	Iteration 29Q: 3 clusters Score -1224970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1224974.625000 Penalty: 2933.429443
	Iteration 30Q: 3 clusters Score -1224975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1224978.125000 Penalty: 2933.429443
	Iteration 31Q: 3 clusters Score -1224978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1224981.875000 Penalty: 2933.429443
	Iteration 32Q: 3 clusters Score -1224982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1224982.875000 Penalty: 2933.429443
	Iteration 33Q: 3 clusters Score -1224983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1224983.750000 Penalty: 2933.429443
	Iteration 34Q: 3 clusters Score -1224984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1224987.125000 Penalty: 2933.429443
	Iteration 35Q: 3 clusters Score -1224987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1224986.750000 Penalty: 2933.429443
	Iteration 36Q: 3 clusters Score -1224987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1224986.750000 Penalty: 2933.429443
	Iteration 37F: 3 clusters Score -1224987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Entering Unmasked Estep 
Score: -1680020.500000 Penalty: 1513.594971
	Iteration 0F: 2 clusters Score -1680020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1672164.375000 Penalty: 3027.189941
	Iteration 0F: 3 clusters Score -1672164 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1674810.625000 Penalty: 3027.189941
	Iteration 1F: 3 clusters Score -1674811 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1675082.500000 Penalty: 3027.189941
	Iteration 2F: 3 clusters Score -1675082 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1675278.375000 Penalty: 3027.189941
	Iteration 3Q: 3 clusters Score -1675278 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1675455.500000 Penalty: 3027.189941
	Iteration 4Q: 3 clusters Score -1675456 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1675640.875000 Penalty: 3027.189941
	Iteration 5Q: 3 clusters Score -1675641 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1675825.625000 Penalty: 3027.189941
	Iteration 6Q: 3 clusters Score -1675826 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1675988.000000 Penalty: 3027.189941
	Iteration 7Q: 3 clusters Score -1675988 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1676163.500000 Penalty: 3027.189941
	Iteration 8Q: 3 clusters Score -1676164 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1676343.375000 Penalty: 3027.189941
	Iteration 9Q: 3 clusters Score -1676343 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1676529.875000 Penalty: 3027.189941
	Iteration 10Q: 3 clusters Score -1676530 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1676731.625000 Penalty: 3027.189941
	Iteration 11Q: 3 clusters Score -1676732 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1676957.875000 Penalty: 3027.189941
	Iteration 12Q: 3 clusters Score -1676958 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1677181.875000 Penalty: 3027.189941
	Iteration 13Q: 3 clusters Score -1677182 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1677356.375000 Penalty: 3027.189941
	Iteration 14Q: 3 clusters Score -1677356 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1677509.750000 Penalty: 3027.189941
	Iteration 15Q: 3 clusters Score -1677510 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1677658.500000 Penalty: 3027.189941
	Iteration 16Q: 3 clusters Score -1677658 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1677810.250000 Penalty: 3027.189941
	Iteration 17Q: 3 clusters Score -1677810 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1677940.125000 Penalty: 3027.189941
	Iteration 18Q: 3 clusters Score -1677940 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1678060.750000 Penalty: 3027.189941
	Iteration 19Q: 3 clusters Score -1678061 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1678159.125000 Penalty: 3027.189941
	Iteration 20F: 3 clusters Score -1678159 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1678235.500000 Penalty: 3027.189941
	Iteration 21Q: 3 clusters Score -1678236 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1678298.875000 Penalty: 3027.189941
	Iteration 22Q: 3 clusters Score -1678299 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1678355.500000 Penalty: 3027.189941
	Iteration 23Q: 3 clusters Score -1678356 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1678410.000000 Penalty: 3027.189941
	Iteration 24Q: 3 clusters Score -1678410 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1678445.375000 Penalty: 3027.189941
	Iteration 25Q: 3 clusters Score -1678445 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1678481.750000 Penalty: 3027.189941
	Iteration 26Q: 3 clusters Score -1678482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1678515.625000 Penalty: 3027.189941
	Iteration 27Q: 3 clusters Score -1678516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1678548.875000 Penalty: 3027.189941
	Iteration 28Q: 3 clusters Score -1678549 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1678575.750000 Penalty: 3027.189941
	Iteration 29Q: 3 clusters Score -1678576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1678597.000000 Penalty: 3027.189941
	Iteration 30Q: 3 clusters Score -1678597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1678610.875000 Penalty: 3027.189941
	Iteration 31Q: 3 clusters Score -1678611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1678623.875000 Penalty: 3027.189941
	Iteration 32Q: 3 clusters Score -1678624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1678634.000000 Penalty: 3027.189941
	Iteration 33Q: 3 clusters Score -1678634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1678639.000000 Penalty: 3027.189941
	Iteration 34Q: 3 clusters Score -1678639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1678646.875000 Penalty: 3027.189941
	Iteration 35Q: 3 clusters Score -1678647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1678661.250000 Penalty: 3027.189941
	Iteration 36Q: 3 clusters Score -1678661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1678673.500000 Penalty: 3027.189941
	Iteration 37Q: 3 clusters Score -1678674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1678685.750000 Penalty: 3027.189941
	Iteration 38Q: 3 clusters Score -1678686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1678696.875000 Penalty: 3027.189941
	Iteration 39Q: 3 clusters Score -1678697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1678700.125000 Penalty: 3027.189941
	Iteration 40F: 3 clusters Score -1678700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1678709.000000 Penalty: 3027.189941
	Iteration 41Q: 3 clusters Score -1678709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1678717.750000 Penalty: 3027.189941
	Iteration 42Q: 3 clusters Score -1678718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1678718.750000 Penalty: 3027.189941
	Iteration 43Q: 3 clusters Score -1678719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1678725.125000 Penalty: 3027.189941
	Iteration 44Q: 3 clusters Score -1678725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1678729.625000 Penalty: 3027.189941
	Iteration 45Q: 3 clusters Score -1678730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1678731.625000 Penalty: 3027.189941
	Iteration 46Q: 3 clusters Score -1678732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1678736.500000 Penalty: 3027.189941
	Iteration 47Q: 3 clusters Score -1678736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1678735.875000 Penalty: 3027.189941
	Iteration 48Q: 3 clusters Score -1678736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1678737.125000 Penalty: 3027.189941
	Iteration 49Q: 3 clusters Score -1678737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1678738.125000 Penalty: 3027.189941
	Iteration 50Q: 3 clusters Score -1678738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1678739.375000 Penalty: 3027.189941
	Iteration 51Q: 3 clusters Score -1678739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1678740.000000 Penalty: 3027.189941
	Iteration 52Q: 3 clusters Score -1678740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1678739.875000 Penalty: 3027.189941
	Iteration 53Q: 3 clusters Score -1678740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1678740.500000 Penalty: 3027.189941
	Iteration 54Q: 3 clusters Score -1678740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1678740.500000 Penalty: 3027.189941
	Iteration 55F: 3 clusters Score -1678740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Entering Unmasked Estep 
Score: -827506.812500 Penalty: 1398.345581
	Iteration 0F: 2 clusters Score -827506.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -823248.625000 Penalty: 2796.691162
	Iteration 0F: 3 clusters Score -823248.6 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -824476.562500 Penalty: 2796.691162
	Iteration 1F: 3 clusters Score -824476.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -824692.187500 Penalty: 2796.691162
	Iteration 2F: 3 clusters Score -824692.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -824836.750000 Penalty: 2796.691162
	Iteration 3F: 3 clusters Score -824836.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -824933.812500 Penalty: 2796.691162
	Iteration 4Q: 3 clusters Score -824933.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -824992.750000 Penalty: 2796.691162
	Iteration 5Q: 3 clusters Score -824992.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -825044.375000 Penalty: 2796.691162
	Iteration 6Q: 3 clusters Score -825044.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -825087.312500 Penalty: 2796.691162
	Iteration 7Q: 3 clusters Score -825087.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -825119.750000 Penalty: 2796.691162
	Iteration 8Q: 3 clusters Score -825119.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -825147.437500 Penalty: 2796.691162
	Iteration 9Q: 3 clusters Score -825147.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -825173.875000 Penalty: 2796.691162
	Iteration 10Q: 3 clusters Score -825173.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -825205.000000 Penalty: 2796.691162
	Iteration 11Q: 3 clusters Score -825205 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -825248.000000 Penalty: 2796.691162
	Iteration 12Q: 3 clusters Score -825248 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -825290.750000 Penalty: 2796.691162
	Iteration 13Q: 3 clusters Score -825290.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -825330.937500 Penalty: 2796.691162
	Iteration 14Q: 3 clusters Score -825330.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -825376.750000 Penalty: 2796.691162
	Iteration 15Q: 3 clusters Score -825376.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -825422.187500 Penalty: 2796.691162
	Iteration 16Q: 3 clusters Score -825422.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -825473.687500 Penalty: 2796.691162
	Iteration 17Q: 3 clusters Score -825473.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -825527.250000 Penalty: 2796.691162
	Iteration 18Q: 3 clusters Score -825527.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -825578.750000 Penalty: 2796.691162
	Iteration 19Q: 3 clusters Score -825578.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -825635.125000 Penalty: 2796.691162
	Iteration 20F: 3 clusters Score -825635.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -825695.000000 Penalty: 2796.691162
	Iteration 21Q: 3 clusters Score -825695 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -825764.437500 Penalty: 2796.691162
	Iteration 22Q: 3 clusters Score -825764.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -825830.625000 Penalty: 2796.691162
	Iteration 23Q: 3 clusters Score -825830.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -825896.750000 Penalty: 2796.691162
	Iteration 24Q: 3 clusters Score -825896.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -825957.125000 Penalty: 2796.691162
	Iteration 25Q: 3 clusters Score -825957.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -826013.812500 Penalty: 2796.691162
	Iteration 26Q: 3 clusters Score -826013.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -826067.812500 Penalty: 2796.691162
	Iteration 27Q: 3 clusters Score -826067.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -826110.750000 Penalty: 2796.691162
	Iteration 28Q: 3 clusters Score -826110.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -826133.250000 Penalty: 2796.691162
	Iteration 29Q: 3 clusters Score -826133.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -826153.500000 Penalty: 2796.691162
	Iteration 30Q: 3 clusters Score -826153.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -826169.625000 Penalty: 2796.691162
	Iteration 31Q: 3 clusters Score -826169.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -826185.562500 Penalty: 2796.691162
	Iteration 32Q: 3 clusters Score -826185.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -826193.062500 Penalty: 2796.691162
	Iteration 33Q: 3 clusters Score -826193.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -826204.062500 Penalty: 2796.691162
	Iteration 34Q: 3 clusters Score -826204.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -826216.812500 Penalty: 2796.691162
	Iteration 35Q: 3 clusters Score -826216.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -826230.000000 Penalty: 2796.691162
	Iteration 36Q: 3 clusters Score -826230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -826243.375000 Penalty: 2796.691162
	Iteration 37Q: 3 clusters Score -826243.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -826255.625000 Penalty: 2796.691162
	Iteration 38Q: 3 clusters Score -826255.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -826272.937500 Penalty: 2796.691162
	Iteration 39Q: 3 clusters Score -826272.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -826279.062500 Penalty: 2796.691162
	Iteration 40F: 3 clusters Score -826279.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -826283.375000 Penalty: 2796.691162
	Iteration 41Q: 3 clusters Score -826283.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -826292.125000 Penalty: 2796.691162
	Iteration 42Q: 3 clusters Score -826292.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -826295.937500 Penalty: 2796.691162
	Iteration 43Q: 3 clusters Score -826295.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -826299.687500 Penalty: 2796.691162
	Iteration 44Q: 3 clusters Score -826299.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -826300.625000 Penalty: 2796.691162
	Iteration 45Q: 3 clusters Score -826300.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -826304.500000 Penalty: 2796.691162
	Iteration 46Q: 3 clusters Score -826304.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -826306.437500 Penalty: 2796.691162
	Iteration 47Q: 3 clusters Score -826306.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -826308.437500 Penalty: 2796.691162
	Iteration 48Q: 3 clusters Score -826308.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -826308.437500 Penalty: 2796.691162
	Iteration 49F: 3 clusters Score -826308.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Entering Unmasked Estep 
Score: -2593772.000000 Penalty: 1583.356079
	Iteration 0F: 2 clusters Score -2593772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2582623.500000 Penalty: 3166.712158
	Iteration 0F: 3 clusters Score -2582624 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2586896.250000 Penalty: 3166.712158
	Iteration 1F: 3 clusters Score -2586896 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2587343.500000 Penalty: 3166.712158
	Iteration 2F: 3 clusters Score -2587344 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2587859.000000 Penalty: 3166.712158
	Iteration 3F: 3 clusters Score -2587859 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2588375.500000 Penalty: 3166.712158
	Iteration 4F: 3 clusters Score -2588376 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2588875.000000 Penalty: 3166.712158
	Iteration 5F: 3 clusters Score -2588875 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2589327.000000 Penalty: 3166.712158
	Iteration 6F: 3 clusters Score -2589327 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2589717.750000 Penalty: 3166.712158
	Iteration 7Q: 3 clusters Score -2589718 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2590056.250000 Penalty: 3166.712158
	Iteration 8Q: 3 clusters Score -2590056 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2590345.250000 Penalty: 3166.712158
	Iteration 9Q: 3 clusters Score -2590345 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2590591.250000 Penalty: 3166.712158
	Iteration 10Q: 3 clusters Score -2590591 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2590795.000000 Penalty: 3166.712158
	Iteration 11Q: 3 clusters Score -2590795 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2590952.500000 Penalty: 3166.712158
	Iteration 12Q: 3 clusters Score -2590952 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2591039.250000 Penalty: 3166.712158
	Iteration 13Q: 3 clusters Score -2591039 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2591126.000000 Penalty: 3166.712158
	Iteration 14Q: 3 clusters Score -2591126 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2591196.250000 Penalty: 3166.712158
	Iteration 15Q: 3 clusters Score -2591196 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2591257.500000 Penalty: 3166.712158
	Iteration 16Q: 3 clusters Score -2591258 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2591320.250000 Penalty: 3166.712158
	Iteration 17Q: 3 clusters Score -2591320 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2591384.750000 Penalty: 3166.712158
	Iteration 18Q: 3 clusters Score -2591385 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2591430.250000 Penalty: 3166.712158
	Iteration 19Q: 3 clusters Score -2591430 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2591471.250000 Penalty: 3166.712158
	Iteration 20F: 3 clusters Score -2591471 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2591502.250000 Penalty: 3166.712158
	Iteration 21Q: 3 clusters Score -2591502 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2591549.750000 Penalty: 3166.712158
	Iteration 22Q: 3 clusters Score -2591550 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2591603.750000 Penalty: 3166.712158
	Iteration 23Q: 3 clusters Score -2591604 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2591631.750000 Penalty: 3166.712158
	Iteration 24Q: 3 clusters Score -2591632 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2591664.000000 Penalty: 3166.712158
	Iteration 25Q: 3 clusters Score -2591664 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2591694.000000 Penalty: 3166.712158
	Iteration 26Q: 3 clusters Score -2591694 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2591722.000000 Penalty: 3166.712158
	Iteration 27Q: 3 clusters Score -2591722 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2591738.000000 Penalty: 3166.712158
	Iteration 28Q: 3 clusters Score -2591738 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2591780.000000 Penalty: 3166.712158
	Iteration 29Q: 3 clusters Score -2591780 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2591818.000000 Penalty: 3166.712158
	Iteration 30Q: 3 clusters Score -2591818 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2591848.500000 Penalty: 3166.712158
	Iteration 31Q: 3 clusters Score -2591848 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2591887.500000 Penalty: 3166.712158
	Iteration 32Q: 3 clusters Score -2591888 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2591919.250000 Penalty: 3166.712158
	Iteration 33Q: 3 clusters Score -2591919 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2591942.000000 Penalty: 3166.712158
	Iteration 34Q: 3 clusters Score -2591942 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2591950.000000 Penalty: 3166.712158
	Iteration 35Q: 3 clusters Score -2591950 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2591966.500000 Penalty: 3166.712158
	Iteration 36Q: 3 clusters Score -2591966 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2591984.750000 Penalty: 3166.712158
	Iteration 37Q: 3 clusters Score -2591985 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2592017.500000 Penalty: 3166.712158
	Iteration 38Q: 3 clusters Score -2592018 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2592047.250000 Penalty: 3166.712158
	Iteration 39Q: 3 clusters Score -2592047 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2592072.500000 Penalty: 3166.712158
	Iteration 40F: 3 clusters Score -2592072 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2592107.250000 Penalty: 3166.712158
	Iteration 41Q: 3 clusters Score -2592107 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2592132.250000 Penalty: 3166.712158
	Iteration 42Q: 3 clusters Score -2592132 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2592177.750000 Penalty: 3166.712158
	Iteration 43Q: 3 clusters Score -2592178 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2592201.500000 Penalty: 3166.712158
	Iteration 44Q: 3 clusters Score -2592202 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2592244.750000 Penalty: 3166.712158
	Iteration 45Q: 3 clusters Score -2592245 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2592281.500000 Penalty: 3166.712158
	Iteration 46Q: 3 clusters Score -2592282 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2592312.500000 Penalty: 3166.712158
	Iteration 47Q: 3 clusters Score -2592312 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2592337.500000 Penalty: 3166.712158
	Iteration 48Q: 3 clusters Score -2592338 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2592369.750000 Penalty: 3166.712158
	Iteration 49Q: 3 clusters Score -2592370 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2592408.500000 Penalty: 3166.712158
	Iteration 50Q: 3 clusters Score -2592408 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2592435.250000 Penalty: 3166.712158
	Iteration 51Q: 3 clusters Score -2592435 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2592473.000000 Penalty: 3166.712158
	Iteration 52Q: 3 clusters Score -2592473 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2592497.250000 Penalty: 3166.712158
	Iteration 53Q: 3 clusters Score -2592497 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2592520.750000 Penalty: 3166.712158
	Iteration 54Q: 3 clusters Score -2592521 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2592529.750000 Penalty: 3166.712158
	Iteration 55Q: 3 clusters Score -2592530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2592544.500000 Penalty: 3166.712158
	Iteration 56Q: 3 clusters Score -2592544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2592566.250000 Penalty: 3166.712158
	Iteration 57Q: 3 clusters Score -2592566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2592584.500000 Penalty: 3166.712158
	Iteration 58Q: 3 clusters Score -2592584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2592596.500000 Penalty: 3166.712158
	Iteration 59Q: 3 clusters Score -2592596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2592605.250000 Penalty: 3166.712158
	Iteration 60F: 3 clusters Score -2592605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2592613.500000 Penalty: 3166.712158
	Iteration 61Q: 3 clusters Score -2592614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2592616.750000 Penalty: 3166.712158
	Iteration 62Q: 3 clusters Score -2592617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2592619.500000 Penalty: 3166.712158
	Iteration 63Q: 3 clusters Score -2592620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2592617.500000 Penalty: 3166.712158
	Iteration 64Q: 3 clusters Score -2592618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2592620.750000 Penalty: 3166.712158
	Iteration 65Q: 3 clusters Score -2592621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2592621.000000 Penalty: 3166.712158
	Iteration 66Q: 3 clusters Score -2592621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2592626.250000 Penalty: 3166.712158
	Iteration 67Q: 3 clusters Score -2592626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2592635.250000 Penalty: 3166.712158
	Iteration 68Q: 3 clusters Score -2592635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2592633.750000 Penalty: 3166.712158
	Iteration 69Q: 3 clusters Score -2592634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2592636.250000 Penalty: 3166.712158
	Iteration 70Q: 3 clusters Score -2592636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2592636.250000 Penalty: 3166.712158
	Iteration 71Q: 3 clusters Score -2592636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2592635.250000 Penalty: 3166.712158
	Iteration 72Q: 3 clusters Score -2592635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2592634.000000 Penalty: 3166.712158
	Iteration 73Q: 3 clusters Score -2592634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2592638.750000 Penalty: 3166.712158
	Iteration 74Q: 3 clusters Score -2592639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2592640.000000 Penalty: 3166.712158
	Iteration 75Q: 3 clusters Score -2592640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2592643.500000 Penalty: 3166.712158
	Iteration 76Q: 3 clusters Score -2592644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2592639.250000 Penalty: 3166.712158
	Iteration 77Q: 3 clusters Score -2592639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2592639.500000 Penalty: 3166.712158
	Iteration 78Q: 3 clusters Score -2592640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2592641.750000 Penalty: 3166.712158
	Iteration 79Q: 3 clusters Score -2592642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2592645.500000 Penalty: 3166.712158
	Iteration 80F: 3 clusters Score -2592646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2592644.500000 Penalty: 3166.712158
	Iteration 81Q: 3 clusters Score -2592644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2592646.000000 Penalty: 3166.712158
	Iteration 82Q: 3 clusters Score -2592646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2592651.000000 Penalty: 3166.712158
	Iteration 83Q: 3 clusters Score -2592651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2592649.000000 Penalty: 3166.712158
	Iteration 84Q: 3 clusters Score -2592649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2592648.000000 Penalty: 3166.712158
	Iteration 85Q: 3 clusters Score -2592648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2592648.750000 Penalty: 3166.712158
	Iteration 86Q: 3 clusters Score -2592649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2592650.000000 Penalty: 3166.712158
	Iteration 87Q: 3 clusters Score -2592650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2592648.000000 Penalty: 3166.712158
	Iteration 88Q: 3 clusters Score -2592648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2592649.750000 Penalty: 3166.712158
	Iteration 89Q: 3 clusters Score -2592650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2592649.500000 Penalty: 3166.712158
	Iteration 90Q: 3 clusters Score -2592650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2592653.250000 Penalty: 3166.712158
	Iteration 91Q: 3 clusters Score -2592653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2592653.000000 Penalty: 3166.712158
	Iteration 92Q: 3 clusters Score -2592653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2592653.000000 Penalty: 3166.712158
	Iteration 93F: 3 clusters Score -2592653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -230219.953125 Penalty: 1210.637939
	Iteration 0F: 2 clusters Score -230220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -228346.765625 Penalty: 2421.275879
	Iteration 0F: 3 clusters Score -228346.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -228849.812500 Penalty: 2421.275879
	Iteration 1F: 3 clusters Score -228849.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -229047.375000 Penalty: 2421.275879
	Iteration 2F: 3 clusters Score -229047.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -229229.843750 Penalty: 2421.275879
	Iteration 3F: 3 clusters Score -229229.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -229401.031250 Penalty: 2421.275879
	Iteration 4F: 3 clusters Score -229401 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -229534.156250 Penalty: 2421.275879
	Iteration 5F: 3 clusters Score -229534.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -229611.953125 Penalty: 2421.275879
	Iteration 6Q: 3 clusters Score -229612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -229650.718750 Penalty: 2421.275879
	Iteration 7Q: 3 clusters Score -229650.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -229698.265625 Penalty: 2421.275879
	Iteration 8Q: 3 clusters Score -229698.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -229754.546875 Penalty: 2421.275879
	Iteration 9Q: 3 clusters Score -229754.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -229796.437500 Penalty: 2421.275879
	Iteration 10Q: 3 clusters Score -229796.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -229833.812500 Penalty: 2421.275879
	Iteration 11Q: 3 clusters Score -229833.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -229867.734375 Penalty: 2421.275879
	Iteration 12Q: 3 clusters Score -229867.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -229905.062500 Penalty: 2421.275879
	Iteration 13Q: 3 clusters Score -229905.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -229935.468750 Penalty: 2421.275879
	Iteration 14Q: 3 clusters Score -229935.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -229964.171875 Penalty: 2421.275879
	Iteration 15Q: 3 clusters Score -229964.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -229988.281250 Penalty: 2421.275879
	Iteration 16Q: 3 clusters Score -229988.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -230014.140625 Penalty: 2421.275879
	Iteration 17Q: 3 clusters Score -230014.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -230037.390625 Penalty: 2421.275879
	Iteration 18Q: 3 clusters Score -230037.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -230060.375000 Penalty: 2421.275879
	Iteration 19Q: 3 clusters Score -230060.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -230072.828125 Penalty: 2421.275879
	Iteration 20F: 3 clusters Score -230072.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -230083.671875 Penalty: 2421.275879
	Iteration 21Q: 3 clusters Score -230083.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -230090.593750 Penalty: 2421.275879
	Iteration 22Q: 3 clusters Score -230090.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -230098.312500 Penalty: 2421.275879
	Iteration 23Q: 3 clusters Score -230098.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -230103.265625 Penalty: 2421.275879
	Iteration 24Q: 3 clusters Score -230103.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -230106.625000 Penalty: 2421.275879
	Iteration 25Q: 3 clusters Score -230106.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -230107.500000 Penalty: 2421.275879
	Iteration 26Q: 3 clusters Score -230107.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -230107.500000 Penalty: 2421.275879
	Iteration 27F: 3 clusters Score -230107.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Entering Unmasked Estep 
Score: -543615.062500 Penalty: 1343.335327
	Iteration 0F: 2 clusters Score -543615.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -540393.562500 Penalty: 2686.670654
	Iteration 0F: 3 clusters Score -540393.6 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -541329.312500 Penalty: 2686.670654
	Iteration 1F: 3 clusters Score -541329.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -541526.937500 Penalty: 2686.670654
	Iteration 2F: 3 clusters Score -541526.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -541687.125000 Penalty: 2686.670654
	Iteration 3F: 3 clusters Score -541687.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -541823.437500 Penalty: 2686.670654
	Iteration 4Q: 3 clusters Score -541823.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -541967.125000 Penalty: 2686.670654
	Iteration 5Q: 3 clusters Score -541967.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -542154.750000 Penalty: 2686.670654
	Iteration 6Q: 3 clusters Score -542154.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -542387.125000 Penalty: 2686.670654
	Iteration 7F: 3 clusters Score -542387.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -542613.125000 Penalty: 2686.670654
	Iteration 8F: 3 clusters Score -542613.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -542779.750000 Penalty: 2686.670654
	Iteration 9Q: 3 clusters Score -542779.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -542886.250000 Penalty: 2686.670654
	Iteration 10Q: 3 clusters Score -542886.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -542972.687500 Penalty: 2686.670654
	Iteration 11Q: 3 clusters Score -542972.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -543020.687500 Penalty: 2686.670654
	Iteration 12Q: 3 clusters Score -543020.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -543056.375000 Penalty: 2686.670654
	Iteration 13Q: 3 clusters Score -543056.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -543077.750000 Penalty: 2686.670654
	Iteration 14Q: 3 clusters Score -543077.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -543089.125000 Penalty: 2686.670654
	Iteration 15Q: 3 clusters Score -543089.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -543102.375000 Penalty: 2686.670654
	Iteration 16Q: 3 clusters Score -543102.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -543115.875000 Penalty: 2686.670654
	Iteration 17Q: 3 clusters Score -543115.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -543129.000000 Penalty: 2686.670654
	Iteration 18Q: 3 clusters Score -543129 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -543140.000000 Penalty: 2686.670654
	Iteration 19Q: 3 clusters Score -543140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -543150.750000 Penalty: 2686.670654
	Iteration 20F: 3 clusters Score -543150.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -543155.250000 Penalty: 2686.670654
	Iteration 21Q: 3 clusters Score -543155.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -543157.750000 Penalty: 2686.670654
	Iteration 22Q: 3 clusters Score -543157.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -543159.750000 Penalty: 2686.670654
	Iteration 23Q: 3 clusters Score -543159.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -543160.812500 Penalty: 2686.670654
	Iteration 24Q: 3 clusters Score -543160.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -543161.625000 Penalty: 2686.670654
	Iteration 25Q: 3 clusters Score -543161.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -543161.875000 Penalty: 2686.670654
	Iteration 26Q: 3 clusters Score -543161.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -543162.750000 Penalty: 2686.670654
	Iteration 27Q: 3 clusters Score -543162.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -543162.562500 Penalty: 2686.670654
	Iteration 28Q: 3 clusters Score -543162.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -543162.937500 Penalty: 2686.670654
	Iteration 29Q: 3 clusters Score -543162.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -543162.937500 Penalty: 2686.670654
	Iteration 30F: 3 clusters Score -543162.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -225337.140625 Penalty: 1223.877197
	Iteration 0F: 2 clusters Score -225337.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -223334.828125 Penalty: 2447.754395
	Iteration 0F: 3 clusters Score -223334.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -223854.812500 Penalty: 2447.754395
	Iteration 1F: 3 clusters Score -223854.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -224060.265625 Penalty: 2447.754395
	Iteration 2F: 3 clusters Score -224060.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -224197.203125 Penalty: 2447.754395
	Iteration 3F: 3 clusters Score -224197.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -224301.015625 Penalty: 2447.754395
	Iteration 4F: 3 clusters Score -224301 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -224382.828125 Penalty: 2447.754395
	Iteration 5Q: 3 clusters Score -224382.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -224470.328125 Penalty: 2447.754395
	Iteration 6Q: 3 clusters Score -224470.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -224528.671875 Penalty: 2447.754395
	Iteration 7Q: 3 clusters Score -224528.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -224568.734375 Penalty: 2447.754395
	Iteration 8Q: 3 clusters Score -224568.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -224599.156250 Penalty: 2447.754395
	Iteration 9Q: 3 clusters Score -224599.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -224619.187500 Penalty: 2447.754395
	Iteration 10Q: 3 clusters Score -224619.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -224627.562500 Penalty: 2447.754395
	Iteration 11Q: 3 clusters Score -224627.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -224637.312500 Penalty: 2447.754395
	Iteration 12Q: 3 clusters Score -224637.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -224646.140625 Penalty: 2447.754395
	Iteration 13Q: 3 clusters Score -224646.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -224654.234375 Penalty: 2447.754395
	Iteration 14Q: 3 clusters Score -224654.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -224663.093750 Penalty: 2447.754395
	Iteration 15Q: 3 clusters Score -224663.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -224669.796875 Penalty: 2447.754395
	Iteration 16Q: 3 clusters Score -224669.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -224682.828125 Penalty: 2447.754395
	Iteration 17Q: 3 clusters Score -224682.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -224697.593750 Penalty: 2447.754395
	Iteration 18Q: 3 clusters Score -224697.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -224712.156250 Penalty: 2447.754395
	Iteration 19Q: 3 clusters Score -224712.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -224721.062500 Penalty: 2447.754395
	Iteration 20F: 3 clusters Score -224721.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -224731.296875 Penalty: 2447.754395
	Iteration 21Q: 3 clusters Score -224731.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -224742.812500 Penalty: 2447.754395
	Iteration 22Q: 3 clusters Score -224742.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -224753.359375 Penalty: 2447.754395
	Iteration 23Q: 3 clusters Score -224753.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -224766.859375 Penalty: 2447.754395
	Iteration 24Q: 3 clusters Score -224766.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -224776.203125 Penalty: 2447.754395
	Iteration 25Q: 3 clusters Score -224776.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -224788.843750 Penalty: 2447.754395
	Iteration 26Q: 3 clusters Score -224788.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -224794.015625 Penalty: 2447.754395
	Iteration 27Q: 3 clusters Score -224794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -224796.468750 Penalty: 2447.754395
	Iteration 28Q: 3 clusters Score -224796.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -224797.796875 Penalty: 2447.754395
	Iteration 29Q: 3 clusters Score -224797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -224798.921875 Penalty: 2447.754395
	Iteration 30Q: 3 clusters Score -224798.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -224801.328125 Penalty: 2447.754395
	Iteration 31Q: 3 clusters Score -224801.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -224804.859375 Penalty: 2447.754395
	Iteration 32Q: 3 clusters Score -224804.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -224809.671875 Penalty: 2447.754395
	Iteration 33Q: 3 clusters Score -224809.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -224811.062500 Penalty: 2447.754395
	Iteration 34Q: 3 clusters Score -224811.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -224812.515625 Penalty: 2447.754395
	Iteration 35Q: 3 clusters Score -224812.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -224812.625000 Penalty: 2447.754395
	Iteration 36Q: 3 clusters Score -224812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -224812.890625 Penalty: 2447.754395
	Iteration 37Q: 3 clusters Score -224812.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -224812.890625 Penalty: 2447.754395
	Iteration 38F: 3 clusters Score -224812.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -179207.421875 Penalty: 1185.556885
	Iteration 0F: 2 clusters Score -179207.4 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 726 members 
Entering Unmasked Estep 
Score: -177429.562500 Penalty: 2371.113770
	Iteration 0F: 3 clusters Score -177429.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -177885.281250 Penalty: 2371.113770
	Iteration 1F: 3 clusters Score -177885.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -178049.796875 Penalty: 2371.113770
	Iteration 2F: 3 clusters Score -178049.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -178165.984375 Penalty: 2371.113770
	Iteration 3F: 3 clusters Score -178166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -178258.593750 Penalty: 2371.113770
	Iteration 4Q: 3 clusters Score -178258.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -178315.093750 Penalty: 2371.113770
	Iteration 5Q: 3 clusters Score -178315.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -178356.812500 Penalty: 2371.113770
	Iteration 6Q: 3 clusters Score -178356.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -178406.765625 Penalty: 2371.113770
	Iteration 7Q: 3 clusters Score -178406.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -178463.859375 Penalty: 2371.113770
	Iteration 8Q: 3 clusters Score -178463.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -178538.781250 Penalty: 2371.113770
	Iteration 9Q: 3 clusters Score -178538.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -178607.312500 Penalty: 2371.113770
	Iteration 10Q: 3 clusters Score -178607.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -178671.875000 Penalty: 2371.113770
	Iteration 11Q: 3 clusters Score -178671.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -178719.515625 Penalty: 2371.113770
	Iteration 12Q: 3 clusters Score -178719.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -178757.015625 Penalty: 2371.113770
	Iteration 13Q: 3 clusters Score -178757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -178778.984375 Penalty: 2371.113770
	Iteration 14Q: 3 clusters Score -178779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -178794.390625 Penalty: 2371.113770
	Iteration 15Q: 3 clusters Score -178794.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -178801.546875 Penalty: 2371.113770
	Iteration 16Q: 3 clusters Score -178801.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -178805.078125 Penalty: 2371.113770
	Iteration 17Q: 3 clusters Score -178805.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -178808.234375 Penalty: 2371.113770
	Iteration 18Q: 3 clusters Score -178808.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -178809.468750 Penalty: 2371.113770
	Iteration 19Q: 3 clusters Score -178809.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -178810.015625 Penalty: 2371.113770
	Iteration 20F: 3 clusters Score -178810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Entering Unmasked Estep 
Score: -3196622.250000 Penalty: 1616.344971
	Iteration 0F: 2 clusters Score -3196622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3183994.750000 Penalty: 3232.689941
	Iteration 0F: 3 clusters Score -3183995 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -3189196.000000 Penalty: 3232.689941
	Iteration 1F: 3 clusters Score -3189196 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -3189752.250000 Penalty: 3232.689941
	Iteration 2F: 3 clusters Score -3189752 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -3190408.750000 Penalty: 3232.689941
	Iteration 3F: 3 clusters Score -3190409 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -3191121.000000 Penalty: 3232.689941
	Iteration 4F: 3 clusters Score -3191121 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -3191777.250000 Penalty: 3232.689941
	Iteration 5F: 3 clusters Score -3191777 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3192240.500000 Penalty: 3232.689941
	Iteration 6F: 3 clusters Score -3192240 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3192573.500000 Penalty: 3232.689941
	Iteration 7Q: 3 clusters Score -3192574 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -3192835.250000 Penalty: 3232.689941
	Iteration 8Q: 3 clusters Score -3192835 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -3193067.250000 Penalty: 3232.689941
	Iteration 9Q: 3 clusters Score -3193067 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -3193227.250000 Penalty: 3232.689941
	Iteration 10Q: 3 clusters Score -3193227 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -3193430.250000 Penalty: 3232.689941
	Iteration 11Q: 3 clusters Score -3193430 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -3193663.000000 Penalty: 3232.689941
	Iteration 12Q: 3 clusters Score -3193663 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -3193979.500000 Penalty: 3232.689941
	Iteration 13Q: 3 clusters Score -3193980 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -3194293.750000 Penalty: 3232.689941
	Iteration 14Q: 3 clusters Score -3194294 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3194518.750000 Penalty: 3232.689941
	Iteration 15Q: 3 clusters Score -3194519 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -3194632.500000 Penalty: 3232.689941
	Iteration 16Q: 3 clusters Score -3194632 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -3194688.250000 Penalty: 3232.689941
	Iteration 17Q: 3 clusters Score -3194688 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -3194750.000000 Penalty: 3232.689941
	Iteration 18Q: 3 clusters Score -3194750 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -3194773.500000 Penalty: 3232.689941
	Iteration 19Q: 3 clusters Score -3194774 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3194809.500000 Penalty: 3232.689941
	Iteration 20F: 3 clusters Score -3194810 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -3194838.250000 Penalty: 3232.689941
	Iteration 21Q: 3 clusters Score -3194838 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -3194843.750000 Penalty: 3232.689941
	Iteration 22Q: 3 clusters Score -3194844 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -3194850.750000 Penalty: 3232.689941
	Iteration 23Q: 3 clusters Score -3194851 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -3194892.250000 Penalty: 3232.689941
	Iteration 24Q: 3 clusters Score -3194892 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3194919.000000 Penalty: 3232.689941
	Iteration 25Q: 3 clusters Score -3194919 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -3194944.500000 Penalty: 3232.689941
	Iteration 26Q: 3 clusters Score -3194944 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -3194993.750000 Penalty: 3232.689941
	Iteration 27Q: 3 clusters Score -3194994 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3195023.000000 Penalty: 3232.689941
	Iteration 28Q: 3 clusters Score -3195023 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3195049.250000 Penalty: 3232.689941
	Iteration 29Q: 3 clusters Score -3195049 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -3195105.500000 Penalty: 3232.689941
	Iteration 30Q: 3 clusters Score -3195106 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3195148.000000 Penalty: 3232.689941
	Iteration 31Q: 3 clusters Score -3195148 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -3195153.750000 Penalty: 3232.689941
	Iteration 32Q: 3 clusters Score -3195154 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -3195171.250000 Penalty: 3232.689941
	Iteration 33Q: 3 clusters Score -3195171 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -3195199.250000 Penalty: 3232.689941
	Iteration 34Q: 3 clusters Score -3195199 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3195229.750000 Penalty: 3232.689941
	Iteration 35Q: 3 clusters Score -3195230 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3195261.000000 Penalty: 3232.689941
	Iteration 36Q: 3 clusters Score -3195261 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3195260.250000 Penalty: 3232.689941
	Iteration 37Q: 3 clusters Score -3195260 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -3195279.500000 Penalty: 3232.689941
	Iteration 38Q: 3 clusters Score -3195280 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -3195286.250000 Penalty: 3232.689941
	Iteration 39Q: 3 clusters Score -3195286 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -3195299.750000 Penalty: 3232.689941
	Iteration 40F: 3 clusters Score -3195300 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -3195307.750000 Penalty: 3232.689941
	Iteration 41Q: 3 clusters Score -3195308 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -3195305.750000 Penalty: 3232.689941
	Iteration 42Q: 3 clusters Score -3195306 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -3195295.750000 Penalty: 3232.689941
	Iteration 43Q: 3 clusters Score -3195296 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -3195300.000000 Penalty: 3232.689941
	Iteration 44Q: 3 clusters Score -3195300 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -3195294.750000 Penalty: 3232.689941
	Iteration 45Q: 3 clusters Score -3195295 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -3195298.250000 Penalty: 3232.689941
	Iteration 46Q: 3 clusters Score -3195298 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -3195302.000000 Penalty: 3232.689941
	Iteration 47Q: 3 clusters Score -3195302 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -3195304.750000 Penalty: 3232.689941
	Iteration 48Q: 3 clusters Score -3195305 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -3195309.250000 Penalty: 3232.689941
	Iteration 49Q: 3 clusters Score -3195309 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -3195320.250000 Penalty: 3232.689941
	Iteration 50Q: 3 clusters Score -3195320 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3195324.250000 Penalty: 3232.689941
	Iteration 51Q: 3 clusters Score -3195324 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -3195315.500000 Penalty: 3232.689941
	Iteration 52Q: 3 clusters Score -3195316 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3195313.000000 Penalty: 3232.689941
	Iteration 53Q: 3 clusters Score -3195313 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -3195328.000000 Penalty: 3232.689941
	Iteration 54Q: 3 clusters Score -3195328 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -3195320.500000 Penalty: 3232.689941
	Iteration 55Q: 3 clusters Score -3195320 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3195308.000000 Penalty: 3232.689941
	Iteration 56Q: 3 clusters Score -3195308 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -3195323.000000 Penalty: 3232.689941
	Iteration 57Q: 3 clusters Score -3195323 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -3195329.250000 Penalty: 3232.689941
	Iteration 58Q: 3 clusters Score -3195329 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -3195331.750000 Penalty: 3232.689941
	Iteration 59Q: 3 clusters Score -3195332 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3195334.250000 Penalty: 3232.689941
	Iteration 60F: 3 clusters Score -3195334 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -3195341.250000 Penalty: 3232.689941
	Iteration 61Q: 3 clusters Score -3195341 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -3195365.000000 Penalty: 3232.689941
	Iteration 62Q: 3 clusters Score -3195365 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -3195386.000000 Penalty: 3232.689941
	Iteration 63Q: 3 clusters Score -3195386 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -3195399.500000 Penalty: 3232.689941
	Iteration 64Q: 3 clusters Score -3195400 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -3195411.250000 Penalty: 3232.689941
	Iteration 65Q: 3 clusters Score -3195411 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -3195403.250000 Penalty: 3232.689941
	Iteration 66Q: 3 clusters Score -3195403 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -3195403.750000 Penalty: 3232.689941
	Iteration 67Q: 3 clusters Score -3195404 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -3195407.750000 Penalty: 3232.689941
	Iteration 68Q: 3 clusters Score -3195408 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3195403.250000 Penalty: 3232.689941
	Iteration 69Q: 3 clusters Score -3195403 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -3195399.750000 Penalty: 3232.689941
	Iteration 70Q: 3 clusters Score -3195400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -3195404.250000 Penalty: 3232.689941
	Iteration 71Q: 3 clusters Score -3195404 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -3195411.500000 Penalty: 3232.689941
	Iteration 72Q: 3 clusters Score -3195412 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -3195423.500000 Penalty: 3232.689941
	Iteration 73Q: 3 clusters Score -3195424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -3195420.000000 Penalty: 3232.689941
	Iteration 74Q: 3 clusters Score -3195420 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -3195417.250000 Penalty: 3232.689941
	Iteration 75Q: 3 clusters Score -3195417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -3195421.250000 Penalty: 3232.689941
	Iteration 76Q: 3 clusters Score -3195421 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -3195412.250000 Penalty: 3232.689941
	Iteration 77Q: 3 clusters Score -3195412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -3195414.000000 Penalty: 3232.689941
	Iteration 78Q: 3 clusters Score -3195414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -3195407.250000 Penalty: 3232.689941
	Iteration 79Q: 3 clusters Score -3195407 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -3195415.250000 Penalty: 3232.689941
	Iteration 80F: 3 clusters Score -3195415 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -3195415.750000 Penalty: 3232.689941
	Iteration 81Q: 3 clusters Score -3195416 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3195423.500000 Penalty: 3232.689941
	Iteration 82Q: 3 clusters Score -3195424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -3195426.250000 Penalty: 3232.689941
	Iteration 83Q: 3 clusters Score -3195426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -3195434.500000 Penalty: 3232.689941
	Iteration 84Q: 3 clusters Score -3195434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -3195446.250000 Penalty: 3232.689941
	Iteration 85Q: 3 clusters Score -3195446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -3195460.000000 Penalty: 3232.689941
	Iteration 86Q: 3 clusters Score -3195460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -3195471.500000 Penalty: 3232.689941
	Iteration 87Q: 3 clusters Score -3195472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -3195471.000000 Penalty: 3232.689941
	Iteration 88Q: 3 clusters Score -3195471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -3195471.250000 Penalty: 3232.689941
	Iteration 89Q: 3 clusters Score -3195471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -3195470.000000 Penalty: 3232.689941
	Iteration 90Q: 3 clusters Score -3195470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -3195469.000000 Penalty: 3232.689941
	Iteration 91Q: 3 clusters Score -3195469 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -3195473.500000 Penalty: 3232.689941
	Iteration 92Q: 3 clusters Score -3195474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -3195465.000000 Penalty: 3232.689941
	Iteration 93Q: 3 clusters Score -3195465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -3195470.750000 Penalty: 3232.689941
	Iteration 94Q: 3 clusters Score -3195471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -3195469.500000 Penalty: 3232.689941
	Iteration 95Q: 3 clusters Score -3195470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -3195471.000000 Penalty: 3232.689941
	Iteration 96Q: 3 clusters Score -3195471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -3195479.250000 Penalty: 3232.689941
	Iteration 97Q: 3 clusters Score -3195479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -3195477.500000 Penalty: 3232.689941
	Iteration 98Q: 3 clusters Score -3195478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -3195477.250000 Penalty: 3232.689941
	Iteration 99Q: 3 clusters Score -3195477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -3195477.000000 Penalty: 3232.689941
	Iteration 100F: 3 clusters Score -3195477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -3195473.250000 Penalty: 3232.689941
	Iteration 101Q: 3 clusters Score -3195473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -3195473.250000 Penalty: 3232.689941
	Iteration 102F: 3 clusters Score -3195473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Entering Unmasked Estep 
Score: -561515.312500 Penalty: 1354.585449
	Iteration 0F: 2 clusters Score -561515.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -558065.625000 Penalty: 2709.170898
	Iteration 0F: 3 clusters Score -558065.6 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -559019.312500 Penalty: 2709.170898
	Iteration 1F: 3 clusters Score -559019.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -559225.500000 Penalty: 2709.170898
	Iteration 2F: 3 clusters Score -559225.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -559416.625000 Penalty: 2709.170898
	Iteration 3F: 3 clusters Score -559416.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -559632.500000 Penalty: 2709.170898
	Iteration 4F: 3 clusters Score -559632.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -559929.937500 Penalty: 2709.170898
	Iteration 5F: 3 clusters Score -559929.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -560267.625000 Penalty: 2709.170898
	Iteration 6F: 3 clusters Score -560267.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -560524.750000 Penalty: 2709.170898
	Iteration 7F: 3 clusters Score -560524.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -560681.000000 Penalty: 2709.170898
	Iteration 8Q: 3 clusters Score -560681 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -560776.625000 Penalty: 2709.170898
	Iteration 9Q: 3 clusters Score -560776.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -560830.437500 Penalty: 2709.170898
	Iteration 10Q: 3 clusters Score -560830.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -560852.125000 Penalty: 2709.170898
	Iteration 11Q: 3 clusters Score -560852.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -560875.687500 Penalty: 2709.170898
	Iteration 12Q: 3 clusters Score -560875.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -560891.562500 Penalty: 2709.170898
	Iteration 13Q: 3 clusters Score -560891.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -560902.312500 Penalty: 2709.170898
	Iteration 14Q: 3 clusters Score -560902.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -560911.687500 Penalty: 2709.170898
	Iteration 15Q: 3 clusters Score -560911.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -560919.500000 Penalty: 2709.170898
	Iteration 16Q: 3 clusters Score -560919.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -560928.187500 Penalty: 2709.170898
	Iteration 17Q: 3 clusters Score -560928.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -560937.375000 Penalty: 2709.170898
	Iteration 18Q: 3 clusters Score -560937.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -560944.687500 Penalty: 2709.170898
	Iteration 19Q: 3 clusters Score -560944.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -560949.375000 Penalty: 2709.170898
	Iteration 20F: 3 clusters Score -560949.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -560952.187500 Penalty: 2709.170898
	Iteration 21Q: 3 clusters Score -560952.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -560955.750000 Penalty: 2709.170898
	Iteration 22Q: 3 clusters Score -560955.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -560959.375000 Penalty: 2709.170898
	Iteration 23Q: 3 clusters Score -560959.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -560961.062500 Penalty: 2709.170898
	Iteration 24Q: 3 clusters Score -560961.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -560964.500000 Penalty: 2709.170898
	Iteration 25Q: 3 clusters Score -560964.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -560967.000000 Penalty: 2709.170898
	Iteration 26Q: 3 clusters Score -560967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -560968.875000 Penalty: 2709.170898
	Iteration 27Q: 3 clusters Score -560968.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -560970.750000 Penalty: 2709.170898
	Iteration 28Q: 3 clusters Score -560970.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -560972.250000 Penalty: 2709.170898
	Iteration 29Q: 3 clusters Score -560972.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -560973.062500 Penalty: 2709.170898
	Iteration 30Q: 3 clusters Score -560973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -560973.812500 Penalty: 2709.170898
	Iteration 31Q: 3 clusters Score -560973.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -560973.812500 Penalty: 2709.170898
	Iteration 32F: 3 clusters Score -560973.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -66167.476562 Penalty: 1010.522522
	Iteration 0F: 2 clusters Score -66167.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65202.695312 Penalty: 2021.045044
	Iteration 0F: 3 clusters Score -65202.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65523.441406 Penalty: 2021.045044
	Iteration 1F: 3 clusters Score -65523.44 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65649.445312 Penalty: 2021.045044
	Iteration 2F: 3 clusters Score -65649.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -65733.460938 Penalty: 2021.045044
	Iteration 3F: 3 clusters Score -65733.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -65831.679688 Penalty: 2021.045044
	Iteration 4F: 3 clusters Score -65831.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -65909.632812 Penalty: 2021.045044
	Iteration 5Q: 3 clusters Score -65909.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -65941.539062 Penalty: 2021.045044
	Iteration 6Q: 3 clusters Score -65941.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -65952.078125 Penalty: 2021.045044
	Iteration 7Q: 3 clusters Score -65952.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -65952.750000 Penalty: 2021.045044
	Iteration 8Q: 3 clusters Score -65952.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -65962.734375 Penalty: 2021.045044
	Iteration 9F: 3 clusters Score -65962.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66006.773438 Penalty: 2021.045044
	Iteration 10Q: 3 clusters Score -66006.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66014.046875 Penalty: 2021.045044
	Iteration 11Q: 3 clusters Score -66014.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66016.820312 Penalty: 2021.045044
	Iteration 12Q: 3 clusters Score -66016.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66016.820312 Penalty: 2021.045044
	Iteration 13F: 3 clusters Score -66016.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Entering Unmasked Estep 
Score: -1143185.875000 Penalty: 1459.196167
	Iteration 0F: 2 clusters Score -1143186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1137306.250000 Penalty: 2918.392334
	Iteration 0F: 3 clusters Score -1137306 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1139230.500000 Penalty: 2918.392334
	Iteration 1F: 3 clusters Score -1139230 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1139568.125000 Penalty: 2918.392334
	Iteration 2F: 3 clusters Score -1139568 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1139879.500000 Penalty: 2918.392334
	Iteration 3F: 3 clusters Score -1139880 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1140114.000000 Penalty: 2918.392334
	Iteration 4F: 3 clusters Score -1140114 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1140290.625000 Penalty: 2918.392334
	Iteration 5Q: 3 clusters Score -1140291 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1140429.750000 Penalty: 2918.392334
	Iteration 6Q: 3 clusters Score -1140430 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1140532.875000 Penalty: 2918.392334
	Iteration 7Q: 3 clusters Score -1140533 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1140637.000000 Penalty: 2918.392334
	Iteration 8Q: 3 clusters Score -1140637 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1140754.625000 Penalty: 2918.392334
	Iteration 9Q: 3 clusters Score -1140755 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1140881.500000 Penalty: 2918.392334
	Iteration 10Q: 3 clusters Score -1140882 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1141006.750000 Penalty: 2918.392334
	Iteration 11Q: 3 clusters Score -1141007 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1141115.250000 Penalty: 2918.392334
	Iteration 12Q: 3 clusters Score -1141115 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1141220.250000 Penalty: 2918.392334
	Iteration 13Q: 3 clusters Score -1141220 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1141327.875000 Penalty: 2918.392334
	Iteration 14Q: 3 clusters Score -1141328 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1141431.750000 Penalty: 2918.392334
	Iteration 15Q: 3 clusters Score -1141432 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1141530.250000 Penalty: 2918.392334
	Iteration 16Q: 3 clusters Score -1141530 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1141612.000000 Penalty: 2918.392334
	Iteration 17Q: 3 clusters Score -1141612 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1141685.125000 Penalty: 2918.392334
	Iteration 18Q: 3 clusters Score -1141685 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1141748.375000 Penalty: 2918.392334
	Iteration 19Q: 3 clusters Score -1141748 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1141807.500000 Penalty: 2918.392334
	Iteration 20F: 3 clusters Score -1141808 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1141867.250000 Penalty: 2918.392334
	Iteration 21Q: 3 clusters Score -1141867 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1141912.750000 Penalty: 2918.392334
	Iteration 22Q: 3 clusters Score -1141913 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1141958.250000 Penalty: 2918.392334
	Iteration 23Q: 3 clusters Score -1141958 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1141992.000000 Penalty: 2918.392334
	Iteration 24Q: 3 clusters Score -1141992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1142016.125000 Penalty: 2918.392334
	Iteration 25Q: 3 clusters Score -1142016 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1142041.750000 Penalty: 2918.392334
	Iteration 26Q: 3 clusters Score -1142042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1142055.000000 Penalty: 2918.392334
	Iteration 27Q: 3 clusters Score -1142055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1142065.000000 Penalty: 2918.392334
	Iteration 28Q: 3 clusters Score -1142065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1142073.000000 Penalty: 2918.392334
	Iteration 29Q: 3 clusters Score -1142073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1142076.625000 Penalty: 2918.392334
	Iteration 30Q: 3 clusters Score -1142077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1142082.250000 Penalty: 2918.392334
	Iteration 31Q: 3 clusters Score -1142082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1142084.250000 Penalty: 2918.392334
	Iteration 32Q: 3 clusters Score -1142084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1142085.875000 Penalty: 2918.392334
	Iteration 33Q: 3 clusters Score -1142086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1142085.375000 Penalty: 2918.392334
	Iteration 34Q: 3 clusters Score -1142085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1142089.000000 Penalty: 2918.392334
	Iteration 35Q: 3 clusters Score -1142089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1142092.250000 Penalty: 2918.392334
	Iteration 36Q: 3 clusters Score -1142092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1142096.500000 Penalty: 2918.392334
	Iteration 37Q: 3 clusters Score -1142096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1142095.375000 Penalty: 2918.392334
	Iteration 38Q: 3 clusters Score -1142095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1142098.500000 Penalty: 2918.392334
	Iteration 39Q: 3 clusters Score -1142098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1142099.125000 Penalty: 2918.392334
	Iteration 40F: 3 clusters Score -1142099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1142102.000000 Penalty: 2918.392334
	Iteration 41Q: 3 clusters Score -1142102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1142107.875000 Penalty: 2918.392334
	Iteration 42Q: 3 clusters Score -1142108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1142109.500000 Penalty: 2918.392334
	Iteration 43Q: 3 clusters Score -1142110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1142111.875000 Penalty: 2918.392334
	Iteration 44Q: 3 clusters Score -1142112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1142113.500000 Penalty: 2918.392334
	Iteration 45Q: 3 clusters Score -1142114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1142116.000000 Penalty: 2918.392334
	Iteration 46Q: 3 clusters Score -1142116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1142124.625000 Penalty: 2918.392334
	Iteration 47Q: 3 clusters Score -1142125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1142123.500000 Penalty: 2918.392334
	Iteration 48Q: 3 clusters Score -1142124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1142126.000000 Penalty: 2918.392334
	Iteration 49Q: 3 clusters Score -1142126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1142126.000000 Penalty: 2918.392334
	Iteration 50Q: 3 clusters Score -1142126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1142125.750000 Penalty: 2918.392334
	Iteration 51Q: 3 clusters Score -1142126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1142128.750000 Penalty: 2918.392334
	Iteration 52Q: 3 clusters Score -1142129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1142129.625000 Penalty: 2918.392334
	Iteration 53Q: 3 clusters Score -1142130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1142131.250000 Penalty: 2918.392334
	Iteration 54Q: 3 clusters Score -1142131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1142134.750000 Penalty: 2918.392334
	Iteration 55Q: 3 clusters Score -1142135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1142133.375000 Penalty: 2918.392334
	Iteration 56Q: 3 clusters Score -1142133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1142133.375000 Penalty: 2918.392334
	Iteration 57F: 3 clusters Score -1142133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Entering Unmasked Estep 
Score: -1869872.125000 Penalty: 1543.302612
	Iteration 0F: 2 clusters Score -1869872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1860616.250000 Penalty: 3086.605225
	Iteration 0F: 3 clusters Score -1860616 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1863986.375000 Penalty: 3086.605225
	Iteration 1F: 3 clusters Score -1863986 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1864569.250000 Penalty: 3086.605225
	Iteration 2F: 3 clusters Score -1864569 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1865278.000000 Penalty: 3086.605225
	Iteration 3F: 3 clusters Score -1865278 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1866051.000000 Penalty: 3086.605225
	Iteration 4F: 3 clusters Score -1866051 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1866768.750000 Penalty: 3086.605225
	Iteration 5F: 3 clusters Score -1866769 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1867254.750000 Penalty: 3086.605225
	Iteration 6F: 3 clusters Score -1867255 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1867581.375000 Penalty: 3086.605225
	Iteration 7Q: 3 clusters Score -1867581 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1867806.125000 Penalty: 3086.605225
	Iteration 8Q: 3 clusters Score -1867806 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1867963.500000 Penalty: 3086.605225
	Iteration 9Q: 3 clusters Score -1867964 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1868061.875000 Penalty: 3086.605225
	Iteration 10Q: 3 clusters Score -1868062 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1868147.000000 Penalty: 3086.605225
	Iteration 11Q: 3 clusters Score -1868147 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1868225.250000 Penalty: 3086.605225
	Iteration 12Q: 3 clusters Score -1868225 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1868287.250000 Penalty: 3086.605225
	Iteration 13Q: 3 clusters Score -1868287 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1868336.625000 Penalty: 3086.605225
	Iteration 14Q: 3 clusters Score -1868337 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1868377.750000 Penalty: 3086.605225
	Iteration 15Q: 3 clusters Score -1868378 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1868423.750000 Penalty: 3086.605225
	Iteration 16Q: 3 clusters Score -1868424 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1868455.125000 Penalty: 3086.605225
	Iteration 17Q: 3 clusters Score -1868455 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1868485.500000 Penalty: 3086.605225
	Iteration 18Q: 3 clusters Score -1868486 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1868509.625000 Penalty: 3086.605225
	Iteration 19Q: 3 clusters Score -1868510 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1868532.500000 Penalty: 3086.605225
	Iteration 20F: 3 clusters Score -1868532 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1868552.250000 Penalty: 3086.605225
	Iteration 21Q: 3 clusters Score -1868552 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1868570.625000 Penalty: 3086.605225
	Iteration 22Q: 3 clusters Score -1868571 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1868602.000000 Penalty: 3086.605225
	Iteration 23Q: 3 clusters Score -1868602 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1868623.375000 Penalty: 3086.605225
	Iteration 24Q: 3 clusters Score -1868623 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1868642.000000 Penalty: 3086.605225
	Iteration 25Q: 3 clusters Score -1868642 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1868664.125000 Penalty: 3086.605225
	Iteration 26Q: 3 clusters Score -1868664 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1868687.625000 Penalty: 3086.605225
	Iteration 27Q: 3 clusters Score -1868688 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1868706.125000 Penalty: 3086.605225
	Iteration 28Q: 3 clusters Score -1868706 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1868728.000000 Penalty: 3086.605225
	Iteration 29Q: 3 clusters Score -1868728 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1868748.500000 Penalty: 3086.605225
	Iteration 30Q: 3 clusters Score -1868748 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1868762.250000 Penalty: 3086.605225
	Iteration 31Q: 3 clusters Score -1868762 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1868779.375000 Penalty: 3086.605225
	Iteration 32Q: 3 clusters Score -1868779 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1868789.750000 Penalty: 3086.605225
	Iteration 33Q: 3 clusters Score -1868790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1868793.125000 Penalty: 3086.605225
	Iteration 34Q: 3 clusters Score -1868793 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1868804.875000 Penalty: 3086.605225
	Iteration 35Q: 3 clusters Score -1868805 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1868816.875000 Penalty: 3086.605225
	Iteration 36Q: 3 clusters Score -1868817 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1868823.625000 Penalty: 3086.605225
	Iteration 37Q: 3 clusters Score -1868824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1868827.125000 Penalty: 3086.605225
	Iteration 38Q: 3 clusters Score -1868827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1868830.750000 Penalty: 3086.605225
	Iteration 39Q: 3 clusters Score -1868831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1868837.000000 Penalty: 3086.605225
	Iteration 40F: 3 clusters Score -1868837 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1868846.875000 Penalty: 3086.605225
	Iteration 41Q: 3 clusters Score -1868847 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1868859.250000 Penalty: 3086.605225
	Iteration 42Q: 3 clusters Score -1868859 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1868862.750000 Penalty: 3086.605225
	Iteration 43Q: 3 clusters Score -1868863 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1868868.875000 Penalty: 3086.605225
	Iteration 44Q: 3 clusters Score -1868869 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1868870.875000 Penalty: 3086.605225
	Iteration 45Q: 3 clusters Score -1868871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1868880.500000 Penalty: 3086.605225
	Iteration 46Q: 3 clusters Score -1868880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1868886.625000 Penalty: 3086.605225
	Iteration 47Q: 3 clusters Score -1868887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1868892.250000 Penalty: 3086.605225
	Iteration 48Q: 3 clusters Score -1868892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1868896.250000 Penalty: 3086.605225
	Iteration 49Q: 3 clusters Score -1868896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1868895.875000 Penalty: 3086.605225
	Iteration 50Q: 3 clusters Score -1868896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1868901.250000 Penalty: 3086.605225
	Iteration 51Q: 3 clusters Score -1868901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1868908.000000 Penalty: 3086.605225
	Iteration 52Q: 3 clusters Score -1868908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1868911.125000 Penalty: 3086.605225
	Iteration 53Q: 3 clusters Score -1868911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1868916.625000 Penalty: 3086.605225
	Iteration 54Q: 3 clusters Score -1868917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1868915.875000 Penalty: 3086.605225
	Iteration 55Q: 3 clusters Score -1868916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1868921.500000 Penalty: 3086.605225
	Iteration 56Q: 3 clusters Score -1868922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1868920.500000 Penalty: 3086.605225
	Iteration 57Q: 3 clusters Score -1868920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1868921.375000 Penalty: 3086.605225
	Iteration 58Q: 3 clusters Score -1868921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1868924.375000 Penalty: 3086.605225
	Iteration 59Q: 3 clusters Score -1868924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1868924.625000 Penalty: 3086.605225
	Iteration 60F: 3 clusters Score -1868925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1868926.625000 Penalty: 3086.605225
	Iteration 61Q: 3 clusters Score -1868927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1868932.500000 Penalty: 3086.605225
	Iteration 62Q: 3 clusters Score -1868932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1868936.500000 Penalty: 3086.605225
	Iteration 63Q: 3 clusters Score -1868936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1868938.875000 Penalty: 3086.605225
	Iteration 64Q: 3 clusters Score -1868939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1868941.125000 Penalty: 3086.605225
	Iteration 65Q: 3 clusters Score -1868941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1868940.500000 Penalty: 3086.605225
	Iteration 66Q: 3 clusters Score -1868940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1868941.750000 Penalty: 3086.605225
	Iteration 67Q: 3 clusters Score -1868942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1868942.000000 Penalty: 3086.605225
	Iteration 68Q: 3 clusters Score -1868942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1868942.000000 Penalty: 3086.605225
	Iteration 69F: 3 clusters Score -1868942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Entering Unmasked Estep 
Score: -1168557.000000 Penalty: 1462.076660
	Iteration 0F: 2 clusters Score -1168557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1162533.500000 Penalty: 2924.153320
	Iteration 0F: 3 clusters Score -1162534 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1164391.375000 Penalty: 2924.153320
	Iteration 1F: 3 clusters Score -1164391 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1164615.000000 Penalty: 2924.153320
	Iteration 2F: 3 clusters Score -1164615 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1164788.375000 Penalty: 2924.153320
	Iteration 3F: 3 clusters Score -1164788 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1164925.375000 Penalty: 2924.153320
	Iteration 4Q: 3 clusters Score -1164925 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1165042.750000 Penalty: 2924.153320
	Iteration 5Q: 3 clusters Score -1165043 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1165162.250000 Penalty: 2924.153320
	Iteration 6Q: 3 clusters Score -1165162 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1165276.125000 Penalty: 2924.153320
	Iteration 7Q: 3 clusters Score -1165276 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1165374.625000 Penalty: 2924.153320
	Iteration 8Q: 3 clusters Score -1165375 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1165471.625000 Penalty: 2924.153320
	Iteration 9Q: 3 clusters Score -1165472 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1165588.500000 Penalty: 2924.153320
	Iteration 10Q: 3 clusters Score -1165588 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1165717.375000 Penalty: 2924.153320
	Iteration 11Q: 3 clusters Score -1165717 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1165870.250000 Penalty: 2924.153320
	Iteration 12Q: 3 clusters Score -1165870 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1166028.000000 Penalty: 2924.153320
	Iteration 13Q: 3 clusters Score -1166028 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1166186.250000 Penalty: 2924.153320
	Iteration 14Q: 3 clusters Score -1166186 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1166313.250000 Penalty: 2924.153320
	Iteration 15Q: 3 clusters Score -1166313 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1166424.875000 Penalty: 2924.153320
	Iteration 16Q: 3 clusters Score -1166425 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1166521.625000 Penalty: 2924.153320
	Iteration 17Q: 3 clusters Score -1166522 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1166611.625000 Penalty: 2924.153320
	Iteration 18Q: 3 clusters Score -1166612 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1166698.250000 Penalty: 2924.153320
	Iteration 19Q: 3 clusters Score -1166698 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1166757.375000 Penalty: 2924.153320
	Iteration 20F: 3 clusters Score -1166757 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1166790.750000 Penalty: 2924.153320
	Iteration 21Q: 3 clusters Score -1166791 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1166811.875000 Penalty: 2924.153320
	Iteration 22Q: 3 clusters Score -1166812 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1166826.250000 Penalty: 2924.153320
	Iteration 23Q: 3 clusters Score -1166826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1166837.500000 Penalty: 2924.153320
	Iteration 24Q: 3 clusters Score -1166838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1166846.875000 Penalty: 2924.153320
	Iteration 25Q: 3 clusters Score -1166847 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1166853.000000 Penalty: 2924.153320
	Iteration 26Q: 3 clusters Score -1166853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1166857.375000 Penalty: 2924.153320
	Iteration 27Q: 3 clusters Score -1166857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1166859.750000 Penalty: 2924.153320
	Iteration 28Q: 3 clusters Score -1166860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1166866.625000 Penalty: 2924.153320
	Iteration 29Q: 3 clusters Score -1166867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1166870.125000 Penalty: 2924.153320
	Iteration 30Q: 3 clusters Score -1166870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1166872.625000 Penalty: 2924.153320
	Iteration 31Q: 3 clusters Score -1166873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1166875.625000 Penalty: 2924.153320
	Iteration 32Q: 3 clusters Score -1166876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1166876.375000 Penalty: 2924.153320
	Iteration 33Q: 3 clusters Score -1166876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1166879.125000 Penalty: 2924.153320
	Iteration 34Q: 3 clusters Score -1166879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1166885.750000 Penalty: 2924.153320
	Iteration 35Q: 3 clusters Score -1166886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1166885.500000 Penalty: 2924.153320
	Iteration 36Q: 3 clusters Score -1166886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1166888.750000 Penalty: 2924.153320
	Iteration 37Q: 3 clusters Score -1166889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1166890.125000 Penalty: 2924.153320
	Iteration 38Q: 3 clusters Score -1166890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1166889.875000 Penalty: 2924.153320
	Iteration 39Q: 3 clusters Score -1166890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1166893.125000 Penalty: 2924.153320
	Iteration 40F: 3 clusters Score -1166893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1166897.250000 Penalty: 2924.153320
	Iteration 41Q: 3 clusters Score -1166897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1166899.250000 Penalty: 2924.153320
	Iteration 42Q: 3 clusters Score -1166899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1166900.375000 Penalty: 2924.153320
	Iteration 43Q: 3 clusters Score -1166900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1166903.250000 Penalty: 2924.153320
	Iteration 44Q: 3 clusters Score -1166903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1166903.625000 Penalty: 2924.153320
	Iteration 45Q: 3 clusters Score -1166904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1166902.750000 Penalty: 2924.153320
	Iteration 46Q: 3 clusters Score -1166903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1166904.750000 Penalty: 2924.153320
	Iteration 47Q: 3 clusters Score -1166905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1166901.250000 Penalty: 2924.153320
	Iteration 48Q: 3 clusters Score -1166901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1166903.750000 Penalty: 2924.153320
	Iteration 49Q: 3 clusters Score -1166904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1166905.375000 Penalty: 2924.153320
	Iteration 50Q: 3 clusters Score -1166905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1166910.625000 Penalty: 2924.153320
	Iteration 51Q: 3 clusters Score -1166911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1166911.750000 Penalty: 2924.153320
	Iteration 52Q: 3 clusters Score -1166912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1166911.375000 Penalty: 2924.153320
	Iteration 53Q: 3 clusters Score -1166911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1166911.875000 Penalty: 2924.153320
	Iteration 54Q: 3 clusters Score -1166912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1166912.625000 Penalty: 2924.153320
	Iteration 55Q: 3 clusters Score -1166913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1166912.000000 Penalty: 2924.153320
	Iteration 56Q: 3 clusters Score -1166912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1166911.625000 Penalty: 2924.153320
	Iteration 57Q: 3 clusters Score -1166912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1166911.625000 Penalty: 2924.153320
	Iteration 58F: 3 clusters Score -1166912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Entering Unmasked Estep 
Score: -1848963.125000 Penalty: 1533.213867
	Iteration 0F: 2 clusters Score -1848963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1840327.875000 Penalty: 3066.427734
	Iteration 0F: 3 clusters Score -1840328 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1843321.250000 Penalty: 3066.427734
	Iteration 1F: 3 clusters Score -1843321 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1843616.000000 Penalty: 3066.427734
	Iteration 2F: 3 clusters Score -1843616 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1843880.250000 Penalty: 3066.427734
	Iteration 3F: 3 clusters Score -1843880 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1844093.250000 Penalty: 3066.427734
	Iteration 4Q: 3 clusters Score -1844093 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1844301.500000 Penalty: 3066.427734
	Iteration 5Q: 3 clusters Score -1844302 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1844517.375000 Penalty: 3066.427734
	Iteration 6Q: 3 clusters Score -1844517 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1844763.875000 Penalty: 3066.427734
	Iteration 7Q: 3 clusters Score -1844764 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1845095.250000 Penalty: 3066.427734
	Iteration 8Q: 3 clusters Score -1845095 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1845516.875000 Penalty: 3066.427734
	Iteration 9Q: 3 clusters Score -1845517 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1845932.375000 Penalty: 3066.427734
	Iteration 10Q: 3 clusters Score -1845932 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1846219.250000 Penalty: 3066.427734
	Iteration 11Q: 3 clusters Score -1846219 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1846406.250000 Penalty: 3066.427734
	Iteration 12Q: 3 clusters Score -1846406 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1846546.250000 Penalty: 3066.427734
	Iteration 13Q: 3 clusters Score -1846546 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1846695.750000 Penalty: 3066.427734
	Iteration 14Q: 3 clusters Score -1846696 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1846818.250000 Penalty: 3066.427734
	Iteration 15Q: 3 clusters Score -1846818 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1846933.125000 Penalty: 3066.427734
	Iteration 16Q: 3 clusters Score -1846933 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1847054.875000 Penalty: 3066.427734
	Iteration 17Q: 3 clusters Score -1847055 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1847168.375000 Penalty: 3066.427734
	Iteration 18Q: 3 clusters Score -1847168 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1847269.125000 Penalty: 3066.427734
	Iteration 19Q: 3 clusters Score -1847269 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1847362.625000 Penalty: 3066.427734
	Iteration 20F: 3 clusters Score -1847363 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1847438.500000 Penalty: 3066.427734
	Iteration 21Q: 3 clusters Score -1847438 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1847495.125000 Penalty: 3066.427734
	Iteration 22Q: 3 clusters Score -1847495 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1847545.375000 Penalty: 3066.427734
	Iteration 23Q: 3 clusters Score -1847545 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1847572.000000 Penalty: 3066.427734
	Iteration 24Q: 3 clusters Score -1847572 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1847598.000000 Penalty: 3066.427734
	Iteration 25Q: 3 clusters Score -1847598 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1847613.000000 Penalty: 3066.427734
	Iteration 26Q: 3 clusters Score -1847613 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1847623.875000 Penalty: 3066.427734
	Iteration 27Q: 3 clusters Score -1847624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1847634.250000 Penalty: 3066.427734
	Iteration 28Q: 3 clusters Score -1847634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1847635.500000 Penalty: 3066.427734
	Iteration 29Q: 3 clusters Score -1847636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1847641.500000 Penalty: 3066.427734
	Iteration 30Q: 3 clusters Score -1847642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1847643.750000 Penalty: 3066.427734
	Iteration 31Q: 3 clusters Score -1847644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1847646.125000 Penalty: 3066.427734
	Iteration 32Q: 3 clusters Score -1847646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1847644.000000 Penalty: 3066.427734
	Iteration 33Q: 3 clusters Score -1847644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1847643.000000 Penalty: 3066.427734
	Iteration 34Q: 3 clusters Score -1847643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1847641.750000 Penalty: 3066.427734
	Iteration 35Q: 3 clusters Score -1847642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1847647.125000 Penalty: 3066.427734
	Iteration 36Q: 3 clusters Score -1847647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1847655.625000 Penalty: 3066.427734
	Iteration 37Q: 3 clusters Score -1847656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1847658.125000 Penalty: 3066.427734
	Iteration 38Q: 3 clusters Score -1847658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1847662.125000 Penalty: 3066.427734
	Iteration 39Q: 3 clusters Score -1847662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1847658.750000 Penalty: 3066.427734
	Iteration 40F: 3 clusters Score -1847659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1847668.375000 Penalty: 3066.427734
	Iteration 41Q: 3 clusters Score -1847668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1847665.250000 Penalty: 3066.427734
	Iteration 42Q: 3 clusters Score -1847665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1847665.875000 Penalty: 3066.427734
	Iteration 43Q: 3 clusters Score -1847666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1847663.750000 Penalty: 3066.427734
	Iteration 44Q: 3 clusters Score -1847664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1847662.500000 Penalty: 3066.427734
	Iteration 45Q: 3 clusters Score -1847662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1847661.375000 Penalty: 3066.427734
	Iteration 46Q: 3 clusters Score -1847661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1847666.375000 Penalty: 3066.427734
	Iteration 47Q: 3 clusters Score -1847666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1847666.625000 Penalty: 3066.427734
	Iteration 48Q: 3 clusters Score -1847667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1847673.250000 Penalty: 3066.427734
	Iteration 49Q: 3 clusters Score -1847673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1847674.375000 Penalty: 3066.427734
	Iteration 50Q: 3 clusters Score -1847674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1847675.375000 Penalty: 3066.427734
	Iteration 51Q: 3 clusters Score -1847675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1847677.375000 Penalty: 3066.427734
	Iteration 52Q: 3 clusters Score -1847677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1847683.875000 Penalty: 3066.427734
	Iteration 53Q: 3 clusters Score -1847684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1847682.875000 Penalty: 3066.427734
	Iteration 54Q: 3 clusters Score -1847683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1847684.750000 Penalty: 3066.427734
	Iteration 55Q: 3 clusters Score -1847685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1847681.750000 Penalty: 3066.427734
	Iteration 56Q: 3 clusters Score -1847682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1847679.000000 Penalty: 3066.427734
	Iteration 57Q: 3 clusters Score -1847679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1847680.375000 Penalty: 3066.427734
	Iteration 58Q: 3 clusters Score -1847680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1847684.375000 Penalty: 3066.427734
	Iteration 59Q: 3 clusters Score -1847684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1847680.875000 Penalty: 3066.427734
	Iteration 60F: 3 clusters Score -1847681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1847681.875000 Penalty: 3066.427734
	Iteration 61Q: 3 clusters Score -1847682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1847682.750000 Penalty: 3066.427734
	Iteration 62Q: 3 clusters Score -1847683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1847682.750000 Penalty: 3066.427734
	Iteration 63F: 3 clusters Score -1847683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -226965.812500 Penalty: 1204.672241
	Iteration 0F: 2 clusters Score -226965.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -225081.875000 Penalty: 2409.344482
	Iteration 0F: 3 clusters Score -225081.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -225469.296875 Penalty: 2409.344482
	Iteration 1F: 3 clusters Score -225469.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -225577.578125 Penalty: 2409.344482
	Iteration 2F: 3 clusters Score -225577.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -225639.000000 Penalty: 2409.344482
	Iteration 3F: 3 clusters Score -225639 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -225693.218750 Penalty: 2409.344482
	Iteration 4Q: 3 clusters Score -225693.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -225739.718750 Penalty: 2409.344482
	Iteration 5Q: 3 clusters Score -225739.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -225780.078125 Penalty: 2409.344482
	Iteration 6Q: 3 clusters Score -225780.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -225819.500000 Penalty: 2409.344482
	Iteration 7Q: 3 clusters Score -225819.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -225853.656250 Penalty: 2409.344482
	Iteration 8Q: 3 clusters Score -225853.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -225900.812500 Penalty: 2409.344482
	Iteration 9Q: 3 clusters Score -225900.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -225939.625000 Penalty: 2409.344482
	Iteration 10Q: 3 clusters Score -225939.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -225968.125000 Penalty: 2409.344482
	Iteration 11Q: 3 clusters Score -225968.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -226004.875000 Penalty: 2409.344482
	Iteration 12Q: 3 clusters Score -226004.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -226038.234375 Penalty: 2409.344482
	Iteration 13Q: 3 clusters Score -226038.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -226081.109375 Penalty: 2409.344482
	Iteration 14Q: 3 clusters Score -226081.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -226142.750000 Penalty: 2409.344482
	Iteration 15Q: 3 clusters Score -226142.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -226194.421875 Penalty: 2409.344482
	Iteration 16Q: 3 clusters Score -226194.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -226228.062500 Penalty: 2409.344482
	Iteration 17Q: 3 clusters Score -226228.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -226259.921875 Penalty: 2409.344482
	Iteration 18Q: 3 clusters Score -226259.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -226283.281250 Penalty: 2409.344482
	Iteration 19Q: 3 clusters Score -226283.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -226291.531250 Penalty: 2409.344482
	Iteration 20F: 3 clusters Score -226291.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -226299.953125 Penalty: 2409.344482
	Iteration 21Q: 3 clusters Score -226300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -226311.234375 Penalty: 2409.344482
	Iteration 22Q: 3 clusters Score -226311.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -226323.296875 Penalty: 2409.344482
	Iteration 23Q: 3 clusters Score -226323.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -226330.296875 Penalty: 2409.344482
	Iteration 24Q: 3 clusters Score -226330.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -226337.875000 Penalty: 2409.344482
	Iteration 25Q: 3 clusters Score -226337.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -226343.156250 Penalty: 2409.344482
	Iteration 26Q: 3 clusters Score -226343.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -226345.390625 Penalty: 2409.344482
	Iteration 27Q: 3 clusters Score -226345.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -226347.468750 Penalty: 2409.344482
	Iteration 28Q: 3 clusters Score -226347.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -226347.734375 Penalty: 2409.344482
	Iteration 29Q: 3 clusters Score -226347.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -226347.734375 Penalty: 2409.344482
	Iteration 30F: 3 clusters Score -226347.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Entering Unmasked Estep 
Score: -1065684.625000 Penalty: 1447.904419
	Iteration 0F: 2 clusters Score -1065685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1060313.375000 Penalty: 2895.808838
	Iteration 0F: 3 clusters Score -1060313 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1062053.000000 Penalty: 2895.808838
	Iteration 1F: 3 clusters Score -1062053 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1062387.250000 Penalty: 2895.808838
	Iteration 2F: 3 clusters Score -1062387 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1062620.625000 Penalty: 2895.808838
	Iteration 3F: 3 clusters Score -1062621 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1062771.625000 Penalty: 2895.808838
	Iteration 4Q: 3 clusters Score -1062772 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1062882.625000 Penalty: 2895.808838
	Iteration 5Q: 3 clusters Score -1062883 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1062977.625000 Penalty: 2895.808838
	Iteration 6Q: 3 clusters Score -1062978 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1063059.250000 Penalty: 2895.808838
	Iteration 7Q: 3 clusters Score -1063059 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1063150.250000 Penalty: 2895.808838
	Iteration 8Q: 3 clusters Score -1063150 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1063251.125000 Penalty: 2895.808838
	Iteration 9Q: 3 clusters Score -1063251 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1063364.750000 Penalty: 2895.808838
	Iteration 10Q: 3 clusters Score -1063365 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1063505.000000 Penalty: 2895.808838
	Iteration 11Q: 3 clusters Score -1063505 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1063676.750000 Penalty: 2895.808838
	Iteration 12Q: 3 clusters Score -1063677 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1063839.125000 Penalty: 2895.808838
	Iteration 13Q: 3 clusters Score -1063839 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1064029.625000 Penalty: 2895.808838
	Iteration 14Q: 3 clusters Score -1064030 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1064218.500000 Penalty: 2895.808838
	Iteration 15Q: 3 clusters Score -1064218 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1064367.375000 Penalty: 2895.808838
	Iteration 16Q: 3 clusters Score -1064367 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1064473.875000 Penalty: 2895.808838
	Iteration 17Q: 3 clusters Score -1064474 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1064551.875000 Penalty: 2895.808838
	Iteration 18Q: 3 clusters Score -1064552 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1064604.125000 Penalty: 2895.808838
	Iteration 19Q: 3 clusters Score -1064604 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1064655.125000 Penalty: 2895.808838
	Iteration 20F: 3 clusters Score -1064655 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1064693.250000 Penalty: 2895.808838
	Iteration 21Q: 3 clusters Score -1064693 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1064727.000000 Penalty: 2895.808838
	Iteration 22Q: 3 clusters Score -1064727 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1064773.500000 Penalty: 2895.808838
	Iteration 23Q: 3 clusters Score -1064774 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1064817.000000 Penalty: 2895.808838
	Iteration 24Q: 3 clusters Score -1064817 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1064863.375000 Penalty: 2895.808838
	Iteration 25Q: 3 clusters Score -1064863 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1064895.375000 Penalty: 2895.808838
	Iteration 26Q: 3 clusters Score -1064895 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1064917.875000 Penalty: 2895.808838
	Iteration 27Q: 3 clusters Score -1064918 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1064939.125000 Penalty: 2895.808838
	Iteration 28Q: 3 clusters Score -1064939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1064961.375000 Penalty: 2895.808838
	Iteration 29Q: 3 clusters Score -1064961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1064986.750000 Penalty: 2895.808838
	Iteration 30Q: 3 clusters Score -1064987 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1065001.750000 Penalty: 2895.808838
	Iteration 31Q: 3 clusters Score -1065002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1065013.375000 Penalty: 2895.808838
	Iteration 32Q: 3 clusters Score -1065013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1065022.500000 Penalty: 2895.808838
	Iteration 33Q: 3 clusters Score -1065022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1065032.250000 Penalty: 2895.808838
	Iteration 34Q: 3 clusters Score -1065032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1065040.250000 Penalty: 2895.808838
	Iteration 35Q: 3 clusters Score -1065040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1065046.625000 Penalty: 2895.808838
	Iteration 36Q: 3 clusters Score -1065047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1065049.875000 Penalty: 2895.808838
	Iteration 37Q: 3 clusters Score -1065050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1065055.250000 Penalty: 2895.808838
	Iteration 38Q: 3 clusters Score -1065055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1065057.125000 Penalty: 2895.808838
	Iteration 39Q: 3 clusters Score -1065057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1065057.375000 Penalty: 2895.808838
	Iteration 40F: 3 clusters Score -1065057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1065061.250000 Penalty: 2895.808838
	Iteration 41Q: 3 clusters Score -1065061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1065062.125000 Penalty: 2895.808838
	Iteration 42Q: 3 clusters Score -1065062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1065063.250000 Penalty: 2895.808838
	Iteration 43Q: 3 clusters Score -1065063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1065063.750000 Penalty: 2895.808838
	Iteration 44Q: 3 clusters Score -1065064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1065064.375000 Penalty: 2895.808838
	Iteration 45Q: 3 clusters Score -1065064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1065063.750000 Penalty: 2895.808838
	Iteration 46Q: 3 clusters Score -1065064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1065063.750000 Penalty: 2895.808838
	Iteration 47F: 3 clusters Score -1065064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Entering Unmasked Estep 
Score: -1241968.750000 Penalty: 1464.392334
	Iteration 0F: 2 clusters Score -1241969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1236012.875000 Penalty: 2928.784668
	Iteration 0F: 3 clusters Score -1236013 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1237860.875000 Penalty: 2928.784668
	Iteration 1F: 3 clusters Score -1237861 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1238069.750000 Penalty: 2928.784668
	Iteration 2F: 3 clusters Score -1238070 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1238240.250000 Penalty: 2928.784668
	Iteration 3Q: 3 clusters Score -1238240 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1238409.375000 Penalty: 2928.784668
	Iteration 4Q: 3 clusters Score -1238409 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1238573.250000 Penalty: 2928.784668
	Iteration 5Q: 3 clusters Score -1238573 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1238759.875000 Penalty: 2928.784668
	Iteration 6Q: 3 clusters Score -1238760 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1238997.500000 Penalty: 2928.784668
	Iteration 7Q: 3 clusters Score -1238998 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1239302.125000 Penalty: 2928.784668
	Iteration 8F: 3 clusters Score -1239302 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1239642.375000 Penalty: 2928.784668
	Iteration 9F: 3 clusters Score -1239642 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1239980.625000 Penalty: 2928.784668
	Iteration 10Q: 3 clusters Score -1239981 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1240258.625000 Penalty: 2928.784668
	Iteration 11Q: 3 clusters Score -1240259 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1240424.625000 Penalty: 2928.784668
	Iteration 12Q: 3 clusters Score -1240425 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1240538.875000 Penalty: 2928.784668
	Iteration 13Q: 3 clusters Score -1240539 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1240594.125000 Penalty: 2928.784668
	Iteration 14Q: 3 clusters Score -1240594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1240629.000000 Penalty: 2928.784668
	Iteration 15Q: 3 clusters Score -1240629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1240654.375000 Penalty: 2928.784668
	Iteration 16Q: 3 clusters Score -1240654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1240667.375000 Penalty: 2928.784668
	Iteration 17Q: 3 clusters Score -1240667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1240681.125000 Penalty: 2928.784668
	Iteration 18Q: 3 clusters Score -1240681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1240694.875000 Penalty: 2928.784668
	Iteration 19Q: 3 clusters Score -1240695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1240709.625000 Penalty: 2928.784668
	Iteration 20F: 3 clusters Score -1240710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1240715.125000 Penalty: 2928.784668
	Iteration 21Q: 3 clusters Score -1240715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1240719.000000 Penalty: 2928.784668
	Iteration 22Q: 3 clusters Score -1240719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1240719.625000 Penalty: 2928.784668
	Iteration 23Q: 3 clusters Score -1240720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1240722.750000 Penalty: 2928.784668
	Iteration 24Q: 3 clusters Score -1240723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1240726.125000 Penalty: 2928.784668
	Iteration 25Q: 3 clusters Score -1240726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1240727.250000 Penalty: 2928.784668
	Iteration 26Q: 3 clusters Score -1240727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1240727.250000 Penalty: 2928.784668
	Iteration 27F: 3 clusters Score -1240727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Entering Unmasked Estep 
Score: -474907.468750 Penalty: 1335.946655
	Iteration 0F: 2 clusters Score -474907.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -471751.000000 Penalty: 2671.893311
	Iteration 0F: 3 clusters Score -471751 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -472543.750000 Penalty: 2671.893311
	Iteration 1F: 3 clusters Score -472543.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -472686.531250 Penalty: 2671.893311
	Iteration 2F: 3 clusters Score -472686.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -472794.875000 Penalty: 2671.893311
	Iteration 3F: 3 clusters Score -472794.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -472873.906250 Penalty: 2671.893311
	Iteration 4Q: 3 clusters Score -472873.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -472960.843750 Penalty: 2671.893311
	Iteration 5Q: 3 clusters Score -472960.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -473045.687500 Penalty: 2671.893311
	Iteration 6Q: 3 clusters Score -473045.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -473137.750000 Penalty: 2671.893311
	Iteration 7Q: 3 clusters Score -473137.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -473238.031250 Penalty: 2671.893311
	Iteration 8Q: 3 clusters Score -473238 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -473371.406250 Penalty: 2671.893311
	Iteration 9Q: 3 clusters Score -473371.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -473513.437500 Penalty: 2671.893311
	Iteration 10Q: 3 clusters Score -473513.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -473673.875000 Penalty: 2671.893311
	Iteration 11Q: 3 clusters Score -473673.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -473853.156250 Penalty: 2671.893311
	Iteration 12Q: 3 clusters Score -473853.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -473984.718750 Penalty: 2671.893311
	Iteration 13Q: 3 clusters Score -473984.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -474090.218750 Penalty: 2671.893311
	Iteration 14Q: 3 clusters Score -474090.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -474156.531250 Penalty: 2671.893311
	Iteration 15Q: 3 clusters Score -474156.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -474198.500000 Penalty: 2671.893311
	Iteration 16Q: 3 clusters Score -474198.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -474224.906250 Penalty: 2671.893311
	Iteration 17Q: 3 clusters Score -474224.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -474244.875000 Penalty: 2671.893311
	Iteration 18Q: 3 clusters Score -474244.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -474264.750000 Penalty: 2671.893311
	Iteration 19Q: 3 clusters Score -474264.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -474282.062500 Penalty: 2671.893311
	Iteration 20F: 3 clusters Score -474282.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -474292.968750 Penalty: 2671.893311
	Iteration 21Q: 3 clusters Score -474293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -474303.093750 Penalty: 2671.893311
	Iteration 22Q: 3 clusters Score -474303.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -474310.593750 Penalty: 2671.893311
	Iteration 23Q: 3 clusters Score -474310.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -474315.718750 Penalty: 2671.893311
	Iteration 24Q: 3 clusters Score -474315.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -474317.531250 Penalty: 2671.893311
	Iteration 25Q: 3 clusters Score -474317.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -474317.531250 Penalty: 2671.893311
	Iteration 26F: 3 clusters Score -474317.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Entering Unmasked Estep 
Score: -267906.781250 Penalty: 1233.677490
	Iteration 0F: 2 clusters Score -267906.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -265855.593750 Penalty: 2467.354980
	Iteration 0F: 3 clusters Score -265855.6 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -266507.562500 Penalty: 2467.354980
	Iteration 1F: 3 clusters Score -266507.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -266943.312500 Penalty: 2467.354980
	Iteration 2F: 3 clusters Score -266943.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -267263.437500 Penalty: 2467.354980
	Iteration 3F: 3 clusters Score -267263.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -267439.125000 Penalty: 2467.354980
	Iteration 4F: 3 clusters Score -267439.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -267509.750000 Penalty: 2467.354980
	Iteration 5Q: 3 clusters Score -267509.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -267549.593750 Penalty: 2467.354980
	Iteration 6Q: 3 clusters Score -267549.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -267575.187500 Penalty: 2467.354980
	Iteration 7Q: 3 clusters Score -267575.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -267583.781250 Penalty: 2467.354980
	Iteration 8Q: 3 clusters Score -267583.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -267589.750000 Penalty: 2467.354980
	Iteration 9Q: 3 clusters Score -267589.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -267592.625000 Penalty: 2467.354980
	Iteration 10Q: 3 clusters Score -267592.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -267596.812500 Penalty: 2467.354980
	Iteration 11Q: 3 clusters Score -267596.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -267599.375000 Penalty: 2467.354980
	Iteration 12Q: 3 clusters Score -267599.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -267602.875000 Penalty: 2467.354980
	Iteration 13Q: 3 clusters Score -267602.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -267605.125000 Penalty: 2467.354980
	Iteration 14Q: 3 clusters Score -267605.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -267608.187500 Penalty: 2467.354980
	Iteration 15Q: 3 clusters Score -267608.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -267613.375000 Penalty: 2467.354980
	Iteration 16Q: 3 clusters Score -267613.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -267615.437500 Penalty: 2467.354980
	Iteration 17Q: 3 clusters Score -267615.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -267617.875000 Penalty: 2467.354980
	Iteration 18Q: 3 clusters Score -267617.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -267620.875000 Penalty: 2467.354980
	Iteration 19Q: 3 clusters Score -267620.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -267621.531250 Penalty: 2467.354980
	Iteration 20F: 3 clusters Score -267621.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Entering Unmasked Estep 
Score: -414795.531250 Penalty: 1302.919556
	Iteration 0F: 2 clusters Score -414795.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -412056.781250 Penalty: 2605.839111
	Iteration 0F: 3 clusters Score -412056.8 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -412842.281250 Penalty: 2605.839111
	Iteration 1F: 3 clusters Score -412842.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -413257.718750 Penalty: 2605.839111
	Iteration 2F: 3 clusters Score -413257.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -413692.343750 Penalty: 2605.839111
	Iteration 3F: 3 clusters Score -413692.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -414078.625000 Penalty: 2605.839111
	Iteration 4F: 3 clusters Score -414078.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -414288.687500 Penalty: 2605.839111
	Iteration 5F: 3 clusters Score -414288.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -414398.437500 Penalty: 2605.839111
	Iteration 6Q: 3 clusters Score -414398.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -414464.125000 Penalty: 2605.839111
	Iteration 7Q: 3 clusters Score -414464.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -414501.312500 Penalty: 2605.839111
	Iteration 8Q: 3 clusters Score -414501.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -414529.031250 Penalty: 2605.839111
	Iteration 9Q: 3 clusters Score -414529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -414548.656250 Penalty: 2605.839111
	Iteration 10Q: 3 clusters Score -414548.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -414565.062500 Penalty: 2605.839111
	Iteration 11Q: 3 clusters Score -414565.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -414574.843750 Penalty: 2605.839111
	Iteration 12Q: 3 clusters Score -414574.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -414583.312500 Penalty: 2605.839111
	Iteration 13Q: 3 clusters Score -414583.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -414592.062500 Penalty: 2605.839111
	Iteration 14Q: 3 clusters Score -414592.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -414604.156250 Penalty: 2605.839111
	Iteration 15Q: 3 clusters Score -414604.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -414608.281250 Penalty: 2605.839111
	Iteration 16Q: 3 clusters Score -414608.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -414610.625000 Penalty: 2605.839111
	Iteration 17Q: 3 clusters Score -414610.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -414612.125000 Penalty: 2605.839111
	Iteration 18Q: 3 clusters Score -414612.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -414612.468750 Penalty: 2605.839111
	Iteration 19Q: 3 clusters Score -414612.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -414613.843750 Penalty: 2605.839111
	Iteration 20F: 3 clusters Score -414613.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -414614.218750 Penalty: 2605.839111
	Iteration 21Q: 3 clusters Score -414614.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -414613.812500 Penalty: 2605.839111
	Iteration 22Q: 3 clusters Score -414613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -414614.468750 Penalty: 2605.839111
	Iteration 23Q: 3 clusters Score -414614.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -414614.468750 Penalty: 2605.839111
	Iteration 24F: 3 clusters Score -414614.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -221217.640625 Penalty: 1202.700073
	Iteration 0F: 2 clusters Score -221217.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -219359.359375 Penalty: 2405.400146
	Iteration 0F: 3 clusters Score -219359.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -219807.437500 Penalty: 2405.400146
	Iteration 1F: 3 clusters Score -219807.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -219958.437500 Penalty: 2405.400146
	Iteration 2F: 3 clusters Score -219958.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -220053.453125 Penalty: 2405.400146
	Iteration 3F: 3 clusters Score -220053.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -220109.843750 Penalty: 2405.400146
	Iteration 4Q: 3 clusters Score -220109.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -220150.156250 Penalty: 2405.400146
	Iteration 5Q: 3 clusters Score -220150.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -220187.484375 Penalty: 2405.400146
	Iteration 6Q: 3 clusters Score -220187.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -220229.281250 Penalty: 2405.400146
	Iteration 7Q: 3 clusters Score -220229.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -220265.406250 Penalty: 2405.400146
	Iteration 8Q: 3 clusters Score -220265.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -220286.531250 Penalty: 2405.400146
	Iteration 9Q: 3 clusters Score -220286.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -220305.781250 Penalty: 2405.400146
	Iteration 10Q: 3 clusters Score -220305.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -220316.218750 Penalty: 2405.400146
	Iteration 11Q: 3 clusters Score -220316.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -220323.375000 Penalty: 2405.400146
	Iteration 12Q: 3 clusters Score -220323.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -220336.500000 Penalty: 2405.400146
	Iteration 13Q: 3 clusters Score -220336.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -220349.109375 Penalty: 2405.400146
	Iteration 14Q: 3 clusters Score -220349.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -220359.093750 Penalty: 2405.400146
	Iteration 15Q: 3 clusters Score -220359.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -220367.906250 Penalty: 2405.400146
	Iteration 16Q: 3 clusters Score -220367.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -220372.296875 Penalty: 2405.400146
	Iteration 17Q: 3 clusters Score -220372.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -220375.218750 Penalty: 2405.400146
	Iteration 18Q: 3 clusters Score -220375.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -220378.234375 Penalty: 2405.400146
	Iteration 19Q: 3 clusters Score -220378.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -220380.843750 Penalty: 2405.400146
	Iteration 20F: 3 clusters Score -220380.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -220384.156250 Penalty: 2405.400146
	Iteration 21Q: 3 clusters Score -220384.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -220385.250000 Penalty: 2405.400146
	Iteration 22Q: 3 clusters Score -220385.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -220385.828125 Penalty: 2405.400146
	Iteration 23Q: 3 clusters Score -220385.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -220385.828125 Penalty: 2405.400146
	Iteration 24F: 3 clusters Score -220385.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -72961.406250 Penalty: 1015.620972
	Iteration 0F: 2 clusters Score -72961.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -71877.796875 Penalty: 2031.241943
	Iteration 0F: 3 clusters Score -71877.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72017.429688 Penalty: 2031.241943
	Iteration 1F: 3 clusters Score -72017.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72050.742188 Penalty: 2031.241943
	Iteration 2F: 3 clusters Score -72050.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72074.078125 Penalty: 2031.241943
	Iteration 3Q: 3 clusters Score -72074.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72091.765625 Penalty: 2031.241943
	Iteration 4Q: 3 clusters Score -72091.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72098.515625 Penalty: 2031.241943
	Iteration 5Q: 3 clusters Score -72098.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72098.515625 Penalty: 2031.241943
	Iteration 6F: 3 clusters Score -72098.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Entering Unmasked Estep 
Score: -1841981.000000 Penalty: 1529.179932
	Iteration 0F: 2 clusters Score -1841981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1833575.250000 Penalty: 3058.359863
	Iteration 0F: 3 clusters Score -1833575 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1836610.625000 Penalty: 3058.359863
	Iteration 1F: 3 clusters Score -1836611 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1837064.250000 Penalty: 3058.359863
	Iteration 2F: 3 clusters Score -1837064 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1837499.750000 Penalty: 3058.359863
	Iteration 3F: 3 clusters Score -1837500 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1837915.750000 Penalty: 3058.359863
	Iteration 4F: 3 clusters Score -1837916 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1838278.250000 Penalty: 3058.359863
	Iteration 5F: 3 clusters Score -1838278 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1838591.875000 Penalty: 3058.359863
	Iteration 6Q: 3 clusters Score -1838592 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1838917.000000 Penalty: 3058.359863
	Iteration 7Q: 3 clusters Score -1838917 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1839281.125000 Penalty: 3058.359863
	Iteration 8Q: 3 clusters Score -1839281 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1839618.875000 Penalty: 3058.359863
	Iteration 9Q: 3 clusters Score -1839619 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1839916.125000 Penalty: 3058.359863
	Iteration 10Q: 3 clusters Score -1839916 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1840171.875000 Penalty: 3058.359863
	Iteration 11Q: 3 clusters Score -1840172 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1840369.750000 Penalty: 3058.359863
	Iteration 12Q: 3 clusters Score -1840370 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1840477.625000 Penalty: 3058.359863
	Iteration 13Q: 3 clusters Score -1840478 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1840564.625000 Penalty: 3058.359863
	Iteration 14Q: 3 clusters Score -1840565 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1840606.250000 Penalty: 3058.359863
	Iteration 15Q: 3 clusters Score -1840606 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1840636.625000 Penalty: 3058.359863
	Iteration 16Q: 3 clusters Score -1840637 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1840660.000000 Penalty: 3058.359863
	Iteration 17Q: 3 clusters Score -1840660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1840675.875000 Penalty: 3058.359863
	Iteration 18Q: 3 clusters Score -1840676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1840682.500000 Penalty: 3058.359863
	Iteration 19Q: 3 clusters Score -1840682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1840688.000000 Penalty: 3058.359863
	Iteration 20F: 3 clusters Score -1840688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1840705.000000 Penalty: 3058.359863
	Iteration 21Q: 3 clusters Score -1840705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1840713.625000 Penalty: 3058.359863
	Iteration 22Q: 3 clusters Score -1840714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1840724.750000 Penalty: 3058.359863
	Iteration 23Q: 3 clusters Score -1840725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1840730.250000 Penalty: 3058.359863
	Iteration 24Q: 3 clusters Score -1840730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1840738.250000 Penalty: 3058.359863
	Iteration 25Q: 3 clusters Score -1840738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1840743.250000 Penalty: 3058.359863
	Iteration 26Q: 3 clusters Score -1840743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1840754.750000 Penalty: 3058.359863
	Iteration 27Q: 3 clusters Score -1840755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1840758.500000 Penalty: 3058.359863
	Iteration 28Q: 3 clusters Score -1840758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1840762.750000 Penalty: 3058.359863
	Iteration 29Q: 3 clusters Score -1840763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1840770.375000 Penalty: 3058.359863
	Iteration 30Q: 3 clusters Score -1840770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1840772.625000 Penalty: 3058.359863
	Iteration 31Q: 3 clusters Score -1840773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1840777.000000 Penalty: 3058.359863
	Iteration 32Q: 3 clusters Score -1840777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1840780.125000 Penalty: 3058.359863
	Iteration 33Q: 3 clusters Score -1840780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1840780.875000 Penalty: 3058.359863
	Iteration 34Q: 3 clusters Score -1840781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1840779.750000 Penalty: 3058.359863
	Iteration 35Q: 3 clusters Score -1840780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1840782.750000 Penalty: 3058.359863
	Iteration 36Q: 3 clusters Score -1840783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1840783.625000 Penalty: 3058.359863
	Iteration 37Q: 3 clusters Score -1840784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1840781.875000 Penalty: 3058.359863
	Iteration 38Q: 3 clusters Score -1840782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1840782.500000 Penalty: 3058.359863
	Iteration 39Q: 3 clusters Score -1840782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1840782.500000 Penalty: 3058.359863
	Iteration 40F: 3 clusters Score -1840782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -79864.070312 Penalty: 1040.849609
	Iteration 0F: 2 clusters Score -79864.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78688.625000 Penalty: 2081.699219
	Iteration 0F: 3 clusters Score -78688.62 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -78911.304688 Penalty: 2081.699219
	Iteration 1F: 3 clusters Score -78911.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79005.789062 Penalty: 2081.699219
	Iteration 2F: 3 clusters Score -79005.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79053.070312 Penalty: 2081.699219
	Iteration 3Q: 3 clusters Score -79053.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79093.828125 Penalty: 2081.699219
	Iteration 4Q: 3 clusters Score -79093.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -79143.898438 Penalty: 2081.699219
	Iteration 5Q: 3 clusters Score -79143.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79188.062500 Penalty: 2081.699219
	Iteration 6Q: 3 clusters Score -79188.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -79227.203125 Penalty: 2081.699219
	Iteration 7Q: 3 clusters Score -79227.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79265.890625 Penalty: 2081.699219
	Iteration 8Q: 3 clusters Score -79265.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -79285.195312 Penalty: 2081.699219
	Iteration 9Q: 3 clusters Score -79285.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79290.359375 Penalty: 2081.699219
	Iteration 10Q: 3 clusters Score -79290.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79290.359375 Penalty: 2081.699219
	Iteration 11F: 3 clusters Score -79290.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (31409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Entering Unmasked Estep 
Score: -4773201.500000 Penalty: 1682.663086
	Iteration 0F: 2 clusters Score -4773202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -4754582.500000 Penalty: 3365.326172
	Iteration 0F: 3 clusters Score -4754582 nChanged 14521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -4762911.500000 Penalty: 3365.326172
	Iteration 1F: 3 clusters Score -4762912 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -4763569.000000 Penalty: 3365.326172
	Iteration 2F: 3 clusters Score -4763569 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -4764250.500000 Penalty: 3365.326172
	Iteration 3F: 3 clusters Score -4764250 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -4764984.500000 Penalty: 3365.326172
	Iteration 4F: 3 clusters Score -4764984 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -4765807.500000 Penalty: 3365.326172
	Iteration 5F: 3 clusters Score -4765808 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -4766704.500000 Penalty: 3365.326172
	Iteration 6F: 3 clusters Score -4766704 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -4767572.000000 Penalty: 3365.326172
	Iteration 7F: 3 clusters Score -4767572 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -4768335.000000 Penalty: 3365.326172
	Iteration 8Q: 3 clusters Score -4768335 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -4768940.000000 Penalty: 3365.326172
	Iteration 9Q: 3 clusters Score -4768940 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -4769315.500000 Penalty: 3365.326172
	Iteration 10Q: 3 clusters Score -4769316 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -4769469.000000 Penalty: 3365.326172
	Iteration 11Q: 3 clusters Score -4769469 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -4769547.000000 Penalty: 3365.326172
	Iteration 12Q: 3 clusters Score -4769547 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -4769586.000000 Penalty: 3365.326172
	Iteration 13Q: 3 clusters Score -4769586 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -4769567.000000 Penalty: 3365.326172
	Iteration 14Q: 3 clusters Score -4769567 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -4769560.000000 Penalty: 3365.326172
	Iteration 15Q: 3 clusters Score -4769560 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -4769570.500000 Penalty: 3365.326172
	Iteration 16Q: 3 clusters Score -4769570 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -4769571.000000 Penalty: 3365.326172
	Iteration 17Q: 3 clusters Score -4769571 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -4769563.000000 Penalty: 3365.326172
	Iteration 18Q: 3 clusters Score -4769563 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -4769553.000000 Penalty: 3365.326172
	Iteration 19Q: 3 clusters Score -4769553 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -4769549.500000 Penalty: 3365.326172
	Iteration 20F: 3 clusters Score -4769550 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -4769524.500000 Penalty: 3365.326172
	Iteration 21Q: 3 clusters Score -4769524 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -4769524.000000 Penalty: 3365.326172
	Iteration 22Q: 3 clusters Score -4769524 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -4769500.500000 Penalty: 3365.326172
	Iteration 23Q: 3 clusters Score -4769500 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -4769482.500000 Penalty: 3365.326172
	Iteration 24Q: 3 clusters Score -4769482 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -4769492.500000 Penalty: 3365.326172
	Iteration 25Q: 3 clusters Score -4769492 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -4769485.500000 Penalty: 3365.326172
	Iteration 26Q: 3 clusters Score -4769486 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -4769464.500000 Penalty: 3365.326172
	Iteration 27Q: 3 clusters Score -4769464 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -4769443.500000 Penalty: 3365.326172
	Iteration 28Q: 3 clusters Score -4769444 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -4769424.500000 Penalty: 3365.326172
	Iteration 29Q: 3 clusters Score -4769424 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -4769399.500000 Penalty: 3365.326172
	Iteration 30Q: 3 clusters Score -4769400 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -4769377.000000 Penalty: 3365.326172
	Iteration 31Q: 3 clusters Score -4769377 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -4769352.500000 Penalty: 3365.326172
	Iteration 32Q: 3 clusters Score -4769352 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -4769355.000000 Penalty: 3365.326172
	Iteration 33Q: 3 clusters Score -4769355 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -4769323.000000 Penalty: 3365.326172
	Iteration 34Q: 3 clusters Score -4769323 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -4769292.000000 Penalty: 3365.326172
	Iteration 35Q: 3 clusters Score -4769292 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -4769275.000000 Penalty: 3365.326172
	Iteration 36Q: 3 clusters Score -4769275 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -4769228.500000 Penalty: 3365.326172
	Iteration 37Q: 3 clusters Score -4769228 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -4769197.500000 Penalty: 3365.326172
	Iteration 38Q: 3 clusters Score -4769198 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -4769172.500000 Penalty: 3365.326172
	Iteration 39Q: 3 clusters Score -4769172 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -4769133.500000 Penalty: 3365.326172
	Iteration 40F: 3 clusters Score -4769134 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -4769090.000000 Penalty: 3365.326172
	Iteration 41Q: 3 clusters Score -4769090 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -4769023.500000 Penalty: 3365.326172
	Iteration 42Q: 3 clusters Score -4769024 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -4769016.500000 Penalty: 3365.326172
	Iteration 43Q: 3 clusters Score -4769016 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -4768988.000000 Penalty: 3365.326172
	Iteration 44Q: 3 clusters Score -4768988 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -4768992.000000 Penalty: 3365.326172
	Iteration 45Q: 3 clusters Score -4768992 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -4768969.500000 Penalty: 3365.326172
	Iteration 46Q: 3 clusters Score -4768970 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4768974.000000 Penalty: 3365.326172
	Iteration 47Q: 3 clusters Score -4768974 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -4768969.000000 Penalty: 3365.326172
	Iteration 48Q: 3 clusters Score -4768969 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -4768962.500000 Penalty: 3365.326172
	Iteration 49Q: 3 clusters Score -4768962 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -4768997.000000 Penalty: 3365.326172
	Iteration 50Q: 3 clusters Score -4768997 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -4769007.500000 Penalty: 3365.326172
	Iteration 51Q: 3 clusters Score -4769008 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -4769021.500000 Penalty: 3365.326172
	Iteration 52Q: 3 clusters Score -4769022 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -4769037.500000 Penalty: 3365.326172
	Iteration 53Q: 3 clusters Score -4769038 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -4769054.500000 Penalty: 3365.326172
	Iteration 54Q: 3 clusters Score -4769054 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -4769081.000000 Penalty: 3365.326172
	Iteration 55Q: 3 clusters Score -4769081 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -4769118.000000 Penalty: 3365.326172
	Iteration 56Q: 3 clusters Score -4769118 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -4769163.000000 Penalty: 3365.326172
	Iteration 57Q: 3 clusters Score -4769163 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -4769220.000000 Penalty: 3365.326172
	Iteration 58Q: 3 clusters Score -4769220 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -4769274.500000 Penalty: 3365.326172
	Iteration 59Q: 3 clusters Score -4769274 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -4769368.500000 Penalty: 3365.326172
	Iteration 60F: 3 clusters Score -4769368 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -4769465.500000 Penalty: 3365.326172
	Iteration 61Q: 3 clusters Score -4769466 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -4769586.000000 Penalty: 3365.326172
	Iteration 62Q: 3 clusters Score -4769586 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -4769734.000000 Penalty: 3365.326172
	Iteration 63Q: 3 clusters Score -4769734 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -4769905.500000 Penalty: 3365.326172
	Iteration 64Q: 3 clusters Score -4769906 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -4770078.500000 Penalty: 3365.326172
	Iteration 65Q: 3 clusters Score -4770078 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -4770221.500000 Penalty: 3365.326172
	Iteration 66Q: 3 clusters Score -4770222 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -4770389.000000 Penalty: 3365.326172
	Iteration 67Q: 3 clusters Score -4770389 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -4770534.000000 Penalty: 3365.326172
	Iteration 68Q: 3 clusters Score -4770534 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -4770647.500000 Penalty: 3365.326172
	Iteration 69Q: 3 clusters Score -4770648 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -4770716.000000 Penalty: 3365.326172
	Iteration 70Q: 3 clusters Score -4770716 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -4770778.000000 Penalty: 3365.326172
	Iteration 71Q: 3 clusters Score -4770778 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -4770819.000000 Penalty: 3365.326172
	Iteration 72Q: 3 clusters Score -4770819 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -4770877.500000 Penalty: 3365.326172
	Iteration 73Q: 3 clusters Score -4770878 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -4770972.000000 Penalty: 3365.326172
	Iteration 74Q: 3 clusters Score -4770972 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -4771035.000000 Penalty: 3365.326172
	Iteration 75Q: 3 clusters Score -4771035 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -4771039.500000 Penalty: 3365.326172
	Iteration 76Q: 3 clusters Score -4771040 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -4771069.500000 Penalty: 3365.326172
	Iteration 77Q: 3 clusters Score -4771070 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -4771059.000000 Penalty: 3365.326172
	Iteration 78Q: 3 clusters Score -4771059 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -4771051.000000 Penalty: 3365.326172
	Iteration 79Q: 3 clusters Score -4771051 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -4771152.000000 Penalty: 3365.326172
	Iteration 80F: 3 clusters Score -4771152 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -4771113.500000 Penalty: 3365.326172
	Iteration 81Q: 3 clusters Score -4771114 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -4771097.000000 Penalty: 3365.326172
	Iteration 82Q: 3 clusters Score -4771097 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -4771095.000000 Penalty: 3365.326172
	Iteration 83Q: 3 clusters Score -4771095 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -4771086.000000 Penalty: 3365.326172
	Iteration 84Q: 3 clusters Score -4771086 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -4771095.000000 Penalty: 3365.326172
	Iteration 85Q: 3 clusters Score -4771095 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -4771126.000000 Penalty: 3365.326172
	Iteration 86Q: 3 clusters Score -4771126 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -4771111.500000 Penalty: 3365.326172
	Iteration 87Q: 3 clusters Score -4771112 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -4771108.500000 Penalty: 3365.326172
	Iteration 88Q: 3 clusters Score -4771108 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -4771119.000000 Penalty: 3365.326172
	Iteration 89Q: 3 clusters Score -4771119 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -4771116.500000 Penalty: 3365.326172
	Iteration 90Q: 3 clusters Score -4771116 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -4771162.500000 Penalty: 3365.326172
	Iteration 91Q: 3 clusters Score -4771162 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -4771175.000000 Penalty: 3365.326172
	Iteration 92Q: 3 clusters Score -4771175 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -4771189.500000 Penalty: 3365.326172
	Iteration 93Q: 3 clusters Score -4771190 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -4771203.000000 Penalty: 3365.326172
	Iteration 94Q: 3 clusters Score -4771203 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -4771211.000000 Penalty: 3365.326172
	Iteration 95Q: 3 clusters Score -4771211 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -4771225.000000 Penalty: 3365.326172
	Iteration 96Q: 3 clusters Score -4771225 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -4771256.000000 Penalty: 3365.326172
	Iteration 97Q: 3 clusters Score -4771256 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -4771265.500000 Penalty: 3365.326172
	Iteration 98Q: 3 clusters Score -4771266 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -4771265.500000 Penalty: 3365.326172
	Iteration 99Q: 3 clusters Score -4771266 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -4771285.500000 Penalty: 3365.326172
	Iteration 100F: 3 clusters Score -4771286 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -4771284.000000 Penalty: 3365.326172
	Iteration 101Q: 3 clusters Score -4771284 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -4771285.000000 Penalty: 3365.326172
	Iteration 102Q: 3 clusters Score -4771285 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -4771311.500000 Penalty: 3365.326172
	Iteration 103Q: 3 clusters Score -4771312 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -4771303.000000 Penalty: 3365.326172
	Iteration 104Q: 3 clusters Score -4771303 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -4771318.500000 Penalty: 3365.326172
	Iteration 105Q: 3 clusters Score -4771318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -4771322.000000 Penalty: 3365.326172
	Iteration 106Q: 3 clusters Score -4771322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -4771316.500000 Penalty: 3365.326172
	Iteration 107Q: 3 clusters Score -4771316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -4771316.000000 Penalty: 3365.326172
	Iteration 108Q: 3 clusters Score -4771316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -4771322.500000 Penalty: 3365.326172
	Iteration 109Q: 3 clusters Score -4771322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -4771307.000000 Penalty: 3365.326172
	Iteration 110Q: 3 clusters Score -4771307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -4771320.500000 Penalty: 3365.326172
	Iteration 111Q: 3 clusters Score -4771320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -4771322.500000 Penalty: 3365.326172
	Iteration 112Q: 3 clusters Score -4771322 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -4771333.000000 Penalty: 3365.326172
	Iteration 113Q: 3 clusters Score -4771333 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -4771343.500000 Penalty: 3365.326172
	Iteration 114Q: 3 clusters Score -4771344 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -4771349.500000 Penalty: 3365.326172
	Iteration 115Q: 3 clusters Score -4771350 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -4771355.000000 Penalty: 3365.326172
	Iteration 116Q: 3 clusters Score -4771355 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -4771357.000000 Penalty: 3365.326172
	Iteration 117Q: 3 clusters Score -4771357 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -4771372.000000 Penalty: 3365.326172
	Iteration 118Q: 3 clusters Score -4771372 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -4771378.000000 Penalty: 3365.326172
	Iteration 119Q: 3 clusters Score -4771378 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -4771400.000000 Penalty: 3365.326172
	Iteration 120F: 3 clusters Score -4771400 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -4771416.000000 Penalty: 3365.326172
	Iteration 121Q: 3 clusters Score -4771416 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -4771430.500000 Penalty: 3365.326172
	Iteration 122Q: 3 clusters Score -4771430 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -4771477.500000 Penalty: 3365.326172
	Iteration 123Q: 3 clusters Score -4771478 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -4771481.500000 Penalty: 3365.326172
	Iteration 124Q: 3 clusters Score -4771482 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -4771492.500000 Penalty: 3365.326172
	Iteration 125Q: 3 clusters Score -4771492 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -4771510.000000 Penalty: 3365.326172
	Iteration 126Q: 3 clusters Score -4771510 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -4771543.500000 Penalty: 3365.326172
	Iteration 127Q: 3 clusters Score -4771544 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -4771584.000000 Penalty: 3365.326172
	Iteration 128Q: 3 clusters Score -4771584 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -4771621.000000 Penalty: 3365.326172
	Iteration 129Q: 3 clusters Score -4771621 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -4771648.500000 Penalty: 3365.326172
	Iteration 130Q: 3 clusters Score -4771648 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -4771668.000000 Penalty: 3365.326172
	Iteration 131Q: 3 clusters Score -4771668 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -4771699.000000 Penalty: 3365.326172
	Iteration 132Q: 3 clusters Score -4771699 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -4771723.000000 Penalty: 3365.326172
	Iteration 133Q: 3 clusters Score -4771723 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -4771735.000000 Penalty: 3365.326172
	Iteration 134Q: 3 clusters Score -4771735 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -4771748.500000 Penalty: 3365.326172
	Iteration 135Q: 3 clusters Score -4771748 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -4771785.000000 Penalty: 3365.326172
	Iteration 136Q: 3 clusters Score -4771785 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -4771808.500000 Penalty: 3365.326172
	Iteration 137Q: 3 clusters Score -4771808 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -4771834.500000 Penalty: 3365.326172
	Iteration 138Q: 3 clusters Score -4771834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -4771844.500000 Penalty: 3365.326172
	Iteration 139Q: 3 clusters Score -4771844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -4771846.000000 Penalty: 3365.326172
	Iteration 140F: 3 clusters Score -4771846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -4771854.500000 Penalty: 3365.326172
	Iteration 141Q: 3 clusters Score -4771854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -4771845.500000 Penalty: 3365.326172
	Iteration 142Q: 3 clusters Score -4771846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -4771856.000000 Penalty: 3365.326172
	Iteration 143Q: 3 clusters Score -4771856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -4771860.000000 Penalty: 3365.326172
	Iteration 144Q: 3 clusters Score -4771860 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -4771862.500000 Penalty: 3365.326172
	Iteration 145Q: 3 clusters Score -4771862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -4771870.000000 Penalty: 3365.326172
	Iteration 146Q: 3 clusters Score -4771870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -4771878.000000 Penalty: 3365.326172
	Iteration 147Q: 3 clusters Score -4771878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -4771879.500000 Penalty: 3365.326172
	Iteration 148Q: 3 clusters Score -4771880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -4771891.000000 Penalty: 3365.326172
	Iteration 149Q: 3 clusters Score -4771891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -4771895.000000 Penalty: 3365.326172
	Iteration 150Q: 3 clusters Score -4771895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -4771898.000000 Penalty: 3365.326172
	Iteration 151Q: 3 clusters Score -4771898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -4771901.000000 Penalty: 3365.326172
	Iteration 152Q: 3 clusters Score -4771901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -4771897.500000 Penalty: 3365.326172
	Iteration 153Q: 3 clusters Score -4771898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -4771904.000000 Penalty: 3365.326172
	Iteration 154Q: 3 clusters Score -4771904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -4771903.000000 Penalty: 3365.326172
	Iteration 155Q: 3 clusters Score -4771903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -4771907.000000 Penalty: 3365.326172
	Iteration 156Q: 3 clusters Score -4771907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -4771911.000000 Penalty: 3365.326172
	Iteration 157Q: 3 clusters Score -4771911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -4771908.000000 Penalty: 3365.326172
	Iteration 158Q: 3 clusters Score -4771908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -4771907.500000 Penalty: 3365.326172
	Iteration 159Q: 3 clusters Score -4771908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -4771909.500000 Penalty: 3365.326172
	Iteration 160F: 3 clusters Score -4771910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -4771912.500000 Penalty: 3365.326172
	Iteration 161Q: 3 clusters Score -4771912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -4771918.500000 Penalty: 3365.326172
	Iteration 162Q: 3 clusters Score -4771918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -4771921.000000 Penalty: 3365.326172
	Iteration 163Q: 3 clusters Score -4771921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -4771921.000000 Penalty: 3365.326172
	Iteration 164F: 3 clusters Score -4771921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -181512.406250 Penalty: 1185.777344
	Iteration 0F: 2 clusters Score -181512.4 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 759 members 
Entering Unmasked Estep 
Score: -179785.484375 Penalty: 2371.554688
	Iteration 0F: 3 clusters Score -179785.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -180159.328125 Penalty: 2371.554688
	Iteration 1F: 3 clusters Score -180159.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -180270.703125 Penalty: 2371.554688
	Iteration 2F: 3 clusters Score -180270.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -180339.671875 Penalty: 2371.554688
	Iteration 3F: 3 clusters Score -180339.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -180397.250000 Penalty: 2371.554688
	Iteration 4Q: 3 clusters Score -180397.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -180447.546875 Penalty: 2371.554688
	Iteration 5Q: 3 clusters Score -180447.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -180491.718750 Penalty: 2371.554688
	Iteration 6Q: 3 clusters Score -180491.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -180530.859375 Penalty: 2371.554688
	Iteration 7Q: 3 clusters Score -180530.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -180578.078125 Penalty: 2371.554688
	Iteration 8Q: 3 clusters Score -180578.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -180641.156250 Penalty: 2371.554688
	Iteration 9Q: 3 clusters Score -180641.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -180706.656250 Penalty: 2371.554688
	Iteration 10Q: 3 clusters Score -180706.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -180752.546875 Penalty: 2371.554688
	Iteration 11Q: 3 clusters Score -180752.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -180798.750000 Penalty: 2371.554688
	Iteration 12Q: 3 clusters Score -180798.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -180836.062500 Penalty: 2371.554688
	Iteration 13Q: 3 clusters Score -180836.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -180869.109375 Penalty: 2371.554688
	Iteration 14Q: 3 clusters Score -180869.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -180888.953125 Penalty: 2371.554688
	Iteration 15Q: 3 clusters Score -180889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -180902.796875 Penalty: 2371.554688
	Iteration 16Q: 3 clusters Score -180902.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -180913.015625 Penalty: 2371.554688
	Iteration 17Q: 3 clusters Score -180913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -180918.125000 Penalty: 2371.554688
	Iteration 18Q: 3 clusters Score -180918.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -180922.890625 Penalty: 2371.554688
	Iteration 19Q: 3 clusters Score -180922.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -180925.875000 Penalty: 2371.554688
	Iteration 20F: 3 clusters Score -180925.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -180931.156250 Penalty: 2371.554688
	Iteration 21Q: 3 clusters Score -180931.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -180939.687500 Penalty: 2371.554688
	Iteration 22Q: 3 clusters Score -180939.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -180944.218750 Penalty: 2371.554688
	Iteration 23Q: 3 clusters Score -180944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -180946.062500 Penalty: 2371.554688
	Iteration 24Q: 3 clusters Score -180946.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -180948.718750 Penalty: 2371.554688
	Iteration 25Q: 3 clusters Score -180948.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -180950.406250 Penalty: 2371.554688
	Iteration 26Q: 3 clusters Score -180950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -180951.640625 Penalty: 2371.554688
	Iteration 27Q: 3 clusters Score -180951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -180952.296875 Penalty: 2371.554688
	Iteration 28Q: 3 clusters Score -180952.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -180953.046875 Penalty: 2371.554688
	Iteration 29Q: 3 clusters Score -180953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -180953.046875 Penalty: 2371.554688
	Iteration 30F: 3 clusters Score -180953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -20106.158203 Penalty: 854.343018
	Iteration 0F: 2 clusters Score -20106.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19490.654297 Penalty: 1708.686035
	Iteration 0F: 3 clusters Score -19490.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19592.500000 Penalty: 1708.686035
	Iteration 1F: 3 clusters Score -19592.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19607.408203 Penalty: 1708.686035
	Iteration 2Q: 3 clusters Score -19607.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19609.898438 Penalty: 1708.686035
	Iteration 3Q: 3 clusters Score -19609.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19612.462891 Penalty: 1708.686035
	Iteration 4Q: 3 clusters Score -19612.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19612.462891 Penalty: 1708.686035
	Iteration 5F: 3 clusters Score -19612.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Entering Unmasked Estep 
Score: -458259.281250 Penalty: 1323.510376
	Iteration 0F: 2 clusters Score -458259.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -455249.156250 Penalty: 2647.020752
	Iteration 0F: 3 clusters Score -455249.2 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -456430.656250 Penalty: 2647.020752
	Iteration 1F: 3 clusters Score -456430.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -456902.375000 Penalty: 2647.020752
	Iteration 2F: 3 clusters Score -456902.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -457250.218750 Penalty: 2647.020752
	Iteration 3F: 3 clusters Score -457250.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -457452.906250 Penalty: 2647.020752
	Iteration 4F: 3 clusters Score -457452.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -457549.406250 Penalty: 2647.020752
	Iteration 5Q: 3 clusters Score -457549.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -457594.843750 Penalty: 2647.020752
	Iteration 6Q: 3 clusters Score -457594.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -457627.125000 Penalty: 2647.020752
	Iteration 7Q: 3 clusters Score -457627.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -457646.562500 Penalty: 2647.020752
	Iteration 8Q: 3 clusters Score -457646.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -457657.250000 Penalty: 2647.020752
	Iteration 9Q: 3 clusters Score -457657.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -457662.218750 Penalty: 2647.020752
	Iteration 10Q: 3 clusters Score -457662.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -457666.656250 Penalty: 2647.020752
	Iteration 11Q: 3 clusters Score -457666.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -457668.968750 Penalty: 2647.020752
	Iteration 12Q: 3 clusters Score -457669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -457671.187500 Penalty: 2647.020752
	Iteration 13Q: 3 clusters Score -457671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -457672.281250 Penalty: 2647.020752
	Iteration 14Q: 3 clusters Score -457672.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -457675.156250 Penalty: 2647.020752
	Iteration 15Q: 3 clusters Score -457675.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -457676.343750 Penalty: 2647.020752
	Iteration 16Q: 3 clusters Score -457676.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -457679.468750 Penalty: 2647.020752
	Iteration 17Q: 3 clusters Score -457679.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -457682.625000 Penalty: 2647.020752
	Iteration 18Q: 3 clusters Score -457682.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -457685.687500 Penalty: 2647.020752
	Iteration 19Q: 3 clusters Score -457685.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -457690.343750 Penalty: 2647.020752
	Iteration 20F: 3 clusters Score -457690.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -457694.218750 Penalty: 2647.020752
	Iteration 21Q: 3 clusters Score -457694.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -457695.437500 Penalty: 2647.020752
	Iteration 22Q: 3 clusters Score -457695.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -457697.500000 Penalty: 2647.020752
	Iteration 23Q: 3 clusters Score -457697.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -457699.781250 Penalty: 2647.020752
	Iteration 24Q: 3 clusters Score -457699.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -457702.437500 Penalty: 2647.020752
	Iteration 25Q: 3 clusters Score -457702.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -457703.906250 Penalty: 2647.020752
	Iteration 26Q: 3 clusters Score -457703.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -457704.093750 Penalty: 2647.020752
	Iteration 27Q: 3 clusters Score -457704.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -457705.062500 Penalty: 2647.020752
	Iteration 28Q: 3 clusters Score -457705.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -457705.687500 Penalty: 2647.020752
	Iteration 29Q: 3 clusters Score -457705.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -457706.781250 Penalty: 2647.020752
	Iteration 30Q: 3 clusters Score -457706.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -457709.218750 Penalty: 2647.020752
	Iteration 31Q: 3 clusters Score -457709.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -457710.062500 Penalty: 2647.020752
	Iteration 32Q: 3 clusters Score -457710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -457710.781250 Penalty: 2647.020752
	Iteration 33Q: 3 clusters Score -457710.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -457711.250000 Penalty: 2647.020752
	Iteration 34Q: 3 clusters Score -457711.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -457711.906250 Penalty: 2647.020752
	Iteration 35Q: 3 clusters Score -457711.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -457711.750000 Penalty: 2647.020752
	Iteration 36Q: 3 clusters Score -457711.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -457712.500000 Penalty: 2647.020752
	Iteration 37Q: 3 clusters Score -457712.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -457714.250000 Penalty: 2647.020752
	Iteration 38Q: 3 clusters Score -457714.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -457715.875000 Penalty: 2647.020752
	Iteration 39Q: 3 clusters Score -457715.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -457716.656250 Penalty: 2647.020752
	Iteration 40F: 3 clusters Score -457716.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -457718.937500 Penalty: 2647.020752
	Iteration 41Q: 3 clusters Score -457718.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -457719.093750 Penalty: 2647.020752
	Iteration 42Q: 3 clusters Score -457719.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -457718.906250 Penalty: 2647.020752
	Iteration 43Q: 3 clusters Score -457718.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -457719.187500 Penalty: 2647.020752
	Iteration 44Q: 3 clusters Score -457719.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -457719.281250 Penalty: 2647.020752
	Iteration 45Q: 3 clusters Score -457719.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -457719.562500 Penalty: 2647.020752
	Iteration 46Q: 3 clusters Score -457719.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -457719.343750 Penalty: 2647.020752
	Iteration 47Q: 3 clusters Score -457719.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -457719.343750 Penalty: 2647.020752
	Iteration 48F: 3 clusters Score -457719.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Entering Unmasked Estep 
Score: -487691.968750 Penalty: 1324.732178
	Iteration 0F: 2 clusters Score -487692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -484705.937500 Penalty: 2649.464355
	Iteration 0F: 3 clusters Score -484705.9 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -485479.343750 Penalty: 2649.464355
	Iteration 1F: 3 clusters Score -485479.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -485624.750000 Penalty: 2649.464355
	Iteration 2F: 3 clusters Score -485624.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -485706.031250 Penalty: 2649.464355
	Iteration 3Q: 3 clusters Score -485706 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -485772.937500 Penalty: 2649.464355
	Iteration 4Q: 3 clusters Score -485772.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -485843.250000 Penalty: 2649.464355
	Iteration 5Q: 3 clusters Score -485843.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -485897.781250 Penalty: 2649.464355
	Iteration 6Q: 3 clusters Score -485897.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -485943.562500 Penalty: 2649.464355
	Iteration 7Q: 3 clusters Score -485943.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -485981.562500 Penalty: 2649.464355
	Iteration 8Q: 3 clusters Score -485981.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -486020.656250 Penalty: 2649.464355
	Iteration 9Q: 3 clusters Score -486020.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -486060.406250 Penalty: 2649.464355
	Iteration 10Q: 3 clusters Score -486060.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -486100.937500 Penalty: 2649.464355
	Iteration 11Q: 3 clusters Score -486100.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -486129.375000 Penalty: 2649.464355
	Iteration 12Q: 3 clusters Score -486129.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -486167.875000 Penalty: 2649.464355
	Iteration 13Q: 3 clusters Score -486167.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -486201.312500 Penalty: 2649.464355
	Iteration 14Q: 3 clusters Score -486201.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -486235.875000 Penalty: 2649.464355
	Iteration 15Q: 3 clusters Score -486235.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -486263.031250 Penalty: 2649.464355
	Iteration 16Q: 3 clusters Score -486263 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -486293.656250 Penalty: 2649.464355
	Iteration 17Q: 3 clusters Score -486293.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -486320.343750 Penalty: 2649.464355
	Iteration 18Q: 3 clusters Score -486320.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -486342.250000 Penalty: 2649.464355
	Iteration 19Q: 3 clusters Score -486342.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -486367.218750 Penalty: 2649.464355
	Iteration 20F: 3 clusters Score -486367.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -486393.062500 Penalty: 2649.464355
	Iteration 21Q: 3 clusters Score -486393.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -486413.281250 Penalty: 2649.464355
	Iteration 22Q: 3 clusters Score -486413.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -486435.125000 Penalty: 2649.464355
	Iteration 23Q: 3 clusters Score -486435.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -486452.437500 Penalty: 2649.464355
	Iteration 24Q: 3 clusters Score -486452.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -486472.468750 Penalty: 2649.464355
	Iteration 25Q: 3 clusters Score -486472.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -486495.843750 Penalty: 2649.464355
	Iteration 26Q: 3 clusters Score -486495.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -486530.843750 Penalty: 2649.464355
	Iteration 27Q: 3 clusters Score -486530.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -486562.406250 Penalty: 2649.464355
	Iteration 28Q: 3 clusters Score -486562.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -486595.312500 Penalty: 2649.464355
	Iteration 29Q: 3 clusters Score -486595.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -486623.593750 Penalty: 2649.464355
	Iteration 30Q: 3 clusters Score -486623.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -486651.187500 Penalty: 2649.464355
	Iteration 31Q: 3 clusters Score -486651.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -486678.406250 Penalty: 2649.464355
	Iteration 32Q: 3 clusters Score -486678.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -486706.968750 Penalty: 2649.464355
	Iteration 33Q: 3 clusters Score -486707 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -486727.000000 Penalty: 2649.464355
	Iteration 34Q: 3 clusters Score -486727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -486746.531250 Penalty: 2649.464355
	Iteration 35Q: 3 clusters Score -486746.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -486761.375000 Penalty: 2649.464355
	Iteration 36Q: 3 clusters Score -486761.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -486773.750000 Penalty: 2649.464355
	Iteration 37Q: 3 clusters Score -486773.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -486780.875000 Penalty: 2649.464355
	Iteration 38Q: 3 clusters Score -486780.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -486788.875000 Penalty: 2649.464355
	Iteration 39Q: 3 clusters Score -486788.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -486801.093750 Penalty: 2649.464355
	Iteration 40F: 3 clusters Score -486801.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -486806.718750 Penalty: 2649.464355
	Iteration 41Q: 3 clusters Score -486806.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -486809.437500 Penalty: 2649.464355
	Iteration 42Q: 3 clusters Score -486809.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -486812.375000 Penalty: 2649.464355
	Iteration 43Q: 3 clusters Score -486812.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -486817.937500 Penalty: 2649.464355
	Iteration 44Q: 3 clusters Score -486817.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -486821.531250 Penalty: 2649.464355
	Iteration 45Q: 3 clusters Score -486821.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -486824.250000 Penalty: 2649.464355
	Iteration 46Q: 3 clusters Score -486824.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -486827.625000 Penalty: 2649.464355
	Iteration 47Q: 3 clusters Score -486827.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -486830.000000 Penalty: 2649.464355
	Iteration 48Q: 3 clusters Score -486830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -486833.437500 Penalty: 2649.464355
	Iteration 49Q: 3 clusters Score -486833.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -486837.968750 Penalty: 2649.464355
	Iteration 50Q: 3 clusters Score -486838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -486842.250000 Penalty: 2649.464355
	Iteration 51Q: 3 clusters Score -486842.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -486843.687500 Penalty: 2649.464355
	Iteration 52Q: 3 clusters Score -486843.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -486847.562500 Penalty: 2649.464355
	Iteration 53Q: 3 clusters Score -486847.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -486849.656250 Penalty: 2649.464355
	Iteration 54Q: 3 clusters Score -486849.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -486853.343750 Penalty: 2649.464355
	Iteration 55Q: 3 clusters Score -486853.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -486858.500000 Penalty: 2649.464355
	Iteration 56Q: 3 clusters Score -486858.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -486862.343750 Penalty: 2649.464355
	Iteration 57Q: 3 clusters Score -486862.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -486865.406250 Penalty: 2649.464355
	Iteration 58Q: 3 clusters Score -486865.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -486865.250000 Penalty: 2649.464355
	Iteration 59Q: 3 clusters Score -486865.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -486867.062500 Penalty: 2649.464355
	Iteration 60F: 3 clusters Score -486867.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -486868.000000 Penalty: 2649.464355
	Iteration 61Q: 3 clusters Score -486868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -486867.187500 Penalty: 2649.464355
	Iteration 62Q: 3 clusters Score -486867.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -486869.156250 Penalty: 2649.464355
	Iteration 63Q: 3 clusters Score -486869.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -486870.375000 Penalty: 2649.464355
	Iteration 64Q: 3 clusters Score -486870.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -486871.250000 Penalty: 2649.464355
	Iteration 65Q: 3 clusters Score -486871.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -486870.500000 Penalty: 2649.464355
	Iteration 66Q: 3 clusters Score -486870.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -486870.812500 Penalty: 2649.464355
	Iteration 67Q: 3 clusters Score -486870.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -486870.812500 Penalty: 2649.464355
	Iteration 68F: 3 clusters Score -486870.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (24785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Entering Unmasked Estep 
Score: -3789219.250000 Penalty: 1644.174072
	Iteration 0F: 2 clusters Score -3789219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -3774331.500000 Penalty: 3288.348145
	Iteration 0F: 3 clusters Score -3774332 nChanged 11348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3780679.750000 Penalty: 3288.348145
	Iteration 1F: 3 clusters Score -3780680 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3781040.250000 Penalty: 3288.348145
	Iteration 2Q: 3 clusters Score -3781040 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3781374.250000 Penalty: 3288.348145
	Iteration 3Q: 3 clusters Score -3781374 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -3781695.000000 Penalty: 3288.348145
	Iteration 4Q: 3 clusters Score -3781695 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -3782072.750000 Penalty: 3288.348145
	Iteration 5Q: 3 clusters Score -3782073 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3782509.500000 Penalty: 3288.348145
	Iteration 6Q: 3 clusters Score -3782510 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -3783134.750000 Penalty: 3288.348145
	Iteration 7Q: 3 clusters Score -3783135 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3783916.750000 Penalty: 3288.348145
	Iteration 8F: 3 clusters Score -3783917 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -3784852.250000 Penalty: 3288.348145
	Iteration 9F: 3 clusters Score -3784852 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -3785743.250000 Penalty: 3288.348145
	Iteration 10F: 3 clusters Score -3785743 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -3786434.500000 Penalty: 3288.348145
	Iteration 11F: 3 clusters Score -3786434 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3786912.250000 Penalty: 3288.348145
	Iteration 12Q: 3 clusters Score -3786912 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -3787289.750000 Penalty: 3288.348145
	Iteration 13Q: 3 clusters Score -3787290 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -3787505.750000 Penalty: 3288.348145
	Iteration 14Q: 3 clusters Score -3787506 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -3787640.000000 Penalty: 3288.348145
	Iteration 15Q: 3 clusters Score -3787640 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -3787723.000000 Penalty: 3288.348145
	Iteration 16Q: 3 clusters Score -3787723 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -3787776.250000 Penalty: 3288.348145
	Iteration 17Q: 3 clusters Score -3787776 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3787799.750000 Penalty: 3288.348145
	Iteration 18Q: 3 clusters Score -3787800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3787831.750000 Penalty: 3288.348145
	Iteration 19Q: 3 clusters Score -3787832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3787849.750000 Penalty: 3288.348145
	Iteration 20F: 3 clusters Score -3787850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -3787870.750000 Penalty: 3288.348145
	Iteration 21Q: 3 clusters Score -3787871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -3787880.250000 Penalty: 3288.348145
	Iteration 22Q: 3 clusters Score -3787880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3787901.500000 Penalty: 3288.348145
	Iteration 23Q: 3 clusters Score -3787902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -3787912.500000 Penalty: 3288.348145
	Iteration 24Q: 3 clusters Score -3787912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -3787931.750000 Penalty: 3288.348145
	Iteration 25Q: 3 clusters Score -3787932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -3787938.000000 Penalty: 3288.348145
	Iteration 26Q: 3 clusters Score -3787938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -3787941.500000 Penalty: 3288.348145
	Iteration 27Q: 3 clusters Score -3787942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3787949.750000 Penalty: 3288.348145
	Iteration 28Q: 3 clusters Score -3787950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -3787949.750000 Penalty: 3288.348145
	Iteration 29Q: 3 clusters Score -3787950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3787961.250000 Penalty: 3288.348145
	Iteration 30Q: 3 clusters Score -3787961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3787962.250000 Penalty: 3288.348145
	Iteration 31Q: 3 clusters Score -3787962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -3787962.000000 Penalty: 3288.348145
	Iteration 32Q: 3 clusters Score -3787962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -3787968.000000 Penalty: 3288.348145
	Iteration 33Q: 3 clusters Score -3787968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3787967.750000 Penalty: 3288.348145
	Iteration 34Q: 3 clusters Score -3787968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3787966.000000 Penalty: 3288.348145
	Iteration 35Q: 3 clusters Score -3787966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3787966.000000 Penalty: 3288.348145
	Iteration 36F: 3 clusters Score -3787966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (16041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Entering Unmasked Estep 
Score: -2374814.000000 Penalty: 1573.471802
	Iteration 0F: 2 clusters Score -2374814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2363986.000000 Penalty: 3146.943604
	Iteration 0F: 3 clusters Score -2363986 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2368153.250000 Penalty: 3146.943604
	Iteration 1F: 3 clusters Score -2368153 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2368744.000000 Penalty: 3146.943604
	Iteration 2F: 3 clusters Score -2368744 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2369449.000000 Penalty: 3146.943604
	Iteration 3F: 3 clusters Score -2369449 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2370213.000000 Penalty: 3146.943604
	Iteration 4F: 3 clusters Score -2370213 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2370877.250000 Penalty: 3146.943604
	Iteration 5F: 3 clusters Score -2370877 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2371369.500000 Penalty: 3146.943604
	Iteration 6F: 3 clusters Score -2371370 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2371738.750000 Penalty: 3146.943604
	Iteration 7Q: 3 clusters Score -2371739 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2372027.750000 Penalty: 3146.943604
	Iteration 8Q: 3 clusters Score -2372028 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2372223.500000 Penalty: 3146.943604
	Iteration 9Q: 3 clusters Score -2372224 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2372408.250000 Penalty: 3146.943604
	Iteration 10Q: 3 clusters Score -2372408 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2372541.500000 Penalty: 3146.943604
	Iteration 11Q: 3 clusters Score -2372542 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2372667.500000 Penalty: 3146.943604
	Iteration 12Q: 3 clusters Score -2372668 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2372779.750000 Penalty: 3146.943604
	Iteration 13Q: 3 clusters Score -2372780 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2372864.750000 Penalty: 3146.943604
	Iteration 14Q: 3 clusters Score -2372865 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2372938.250000 Penalty: 3146.943604
	Iteration 15Q: 3 clusters Score -2372938 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2373001.500000 Penalty: 3146.943604
	Iteration 16Q: 3 clusters Score -2373002 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2373087.500000 Penalty: 3146.943604
	Iteration 17Q: 3 clusters Score -2373088 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2373146.000000 Penalty: 3146.943604
	Iteration 18Q: 3 clusters Score -2373146 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2373175.500000 Penalty: 3146.943604
	Iteration 19Q: 3 clusters Score -2373176 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2373215.750000 Penalty: 3146.943604
	Iteration 20F: 3 clusters Score -2373216 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2373235.250000 Penalty: 3146.943604
	Iteration 21Q: 3 clusters Score -2373235 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2373252.750000 Penalty: 3146.943604
	Iteration 22Q: 3 clusters Score -2373253 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2373277.000000 Penalty: 3146.943604
	Iteration 23Q: 3 clusters Score -2373277 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2373287.250000 Penalty: 3146.943604
	Iteration 24Q: 3 clusters Score -2373287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2373294.000000 Penalty: 3146.943604
	Iteration 25Q: 3 clusters Score -2373294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2373305.500000 Penalty: 3146.943604
	Iteration 26Q: 3 clusters Score -2373306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2373317.750000 Penalty: 3146.943604
	Iteration 27Q: 3 clusters Score -2373318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2373331.250000 Penalty: 3146.943604
	Iteration 28Q: 3 clusters Score -2373331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2373337.500000 Penalty: 3146.943604
	Iteration 29Q: 3 clusters Score -2373338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2373340.250000 Penalty: 3146.943604
	Iteration 30Q: 3 clusters Score -2373340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2373341.000000 Penalty: 3146.943604
	Iteration 31Q: 3 clusters Score -2373341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2373342.000000 Penalty: 3146.943604
	Iteration 32Q: 3 clusters Score -2373342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2373343.750000 Penalty: 3146.943604
	Iteration 33Q: 3 clusters Score -2373344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2373352.000000 Penalty: 3146.943604
	Iteration 34Q: 3 clusters Score -2373352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2373357.500000 Penalty: 3146.943604
	Iteration 35Q: 3 clusters Score -2373358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2373366.250000 Penalty: 3146.943604
	Iteration 36Q: 3 clusters Score -2373366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2373367.500000 Penalty: 3146.943604
	Iteration 37Q: 3 clusters Score -2373368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2373374.250000 Penalty: 3146.943604
	Iteration 38Q: 3 clusters Score -2373374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2373380.500000 Penalty: 3146.943604
	Iteration 39Q: 3 clusters Score -2373380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2373381.000000 Penalty: 3146.943604
	Iteration 40F: 3 clusters Score -2373381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2373382.250000 Penalty: 3146.943604
	Iteration 41Q: 3 clusters Score -2373382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2373388.500000 Penalty: 3146.943604
	Iteration 42Q: 3 clusters Score -2373388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2373393.000000 Penalty: 3146.943604
	Iteration 43Q: 3 clusters Score -2373393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2373396.000000 Penalty: 3146.943604
	Iteration 44Q: 3 clusters Score -2373396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2373403.750000 Penalty: 3146.943604
	Iteration 45Q: 3 clusters Score -2373404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2373403.000000 Penalty: 3146.943604
	Iteration 46Q: 3 clusters Score -2373403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2373408.250000 Penalty: 3146.943604
	Iteration 47Q: 3 clusters Score -2373408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2373411.250000 Penalty: 3146.943604
	Iteration 48Q: 3 clusters Score -2373411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2373414.000000 Penalty: 3146.943604
	Iteration 49Q: 3 clusters Score -2373414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2373417.500000 Penalty: 3146.943604
	Iteration 50Q: 3 clusters Score -2373418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2373423.250000 Penalty: 3146.943604
	Iteration 51Q: 3 clusters Score -2373423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2373431.000000 Penalty: 3146.943604
	Iteration 52Q: 3 clusters Score -2373431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2373427.000000 Penalty: 3146.943604
	Iteration 53Q: 3 clusters Score -2373427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2373427.500000 Penalty: 3146.943604
	Iteration 54Q: 3 clusters Score -2373428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2373432.000000 Penalty: 3146.943604
	Iteration 55Q: 3 clusters Score -2373432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2373431.000000 Penalty: 3146.943604
	Iteration 56Q: 3 clusters Score -2373431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2373432.000000 Penalty: 3146.943604
	Iteration 57Q: 3 clusters Score -2373432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2373431.000000 Penalty: 3146.943604
	Iteration 58Q: 3 clusters Score -2373431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2373435.000000 Penalty: 3146.943604
	Iteration 59Q: 3 clusters Score -2373435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2373434.750000 Penalty: 3146.943604
	Iteration 60F: 3 clusters Score -2373435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2373446.500000 Penalty: 3146.943604
	Iteration 61Q: 3 clusters Score -2373446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2373443.000000 Penalty: 3146.943604
	Iteration 62Q: 3 clusters Score -2373443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2373450.000000 Penalty: 3146.943604
	Iteration 63Q: 3 clusters Score -2373450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2373451.000000 Penalty: 3146.943604
	Iteration 64Q: 3 clusters Score -2373451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2373453.250000 Penalty: 3146.943604
	Iteration 65Q: 3 clusters Score -2373453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2373457.500000 Penalty: 3146.943604
	Iteration 66Q: 3 clusters Score -2373458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2373456.250000 Penalty: 3146.943604
	Iteration 67Q: 3 clusters Score -2373456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2373454.500000 Penalty: 3146.943604
	Iteration 68Q: 3 clusters Score -2373454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2373459.000000 Penalty: 3146.943604
	Iteration 69Q: 3 clusters Score -2373459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2373461.000000 Penalty: 3146.943604
	Iteration 70Q: 3 clusters Score -2373461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2373462.250000 Penalty: 3146.943604
	Iteration 71Q: 3 clusters Score -2373462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2373465.250000 Penalty: 3146.943604
	Iteration 72Q: 3 clusters Score -2373465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2373465.250000 Penalty: 3146.943604
	Iteration 73F: 3 clusters Score -2373465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Entering Unmasked Estep 
Score: -2034116.250000 Penalty: 1544.420898
	Iteration 0F: 2 clusters Score -2034116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2024982.875000 Penalty: 3088.841797
	Iteration 0F: 3 clusters Score -2024983 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2028216.000000 Penalty: 3088.841797
	Iteration 1F: 3 clusters Score -2028216 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2028569.250000 Penalty: 3088.841797
	Iteration 2F: 3 clusters Score -2028569 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2028918.625000 Penalty: 3088.841797
	Iteration 3F: 3 clusters Score -2028919 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2029293.250000 Penalty: 3088.841797
	Iteration 4F: 3 clusters Score -2029293 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2029716.500000 Penalty: 3088.841797
	Iteration 5F: 3 clusters Score -2029716 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2030205.125000 Penalty: 3088.841797
	Iteration 6F: 3 clusters Score -2030205 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2030708.875000 Penalty: 3088.841797
	Iteration 7F: 3 clusters Score -2030709 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2031195.625000 Penalty: 3088.841797
	Iteration 8F: 3 clusters Score -2031196 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2031660.750000 Penalty: 3088.841797
	Iteration 9Q: 3 clusters Score -2031661 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2032028.125000 Penalty: 3088.841797
	Iteration 10Q: 3 clusters Score -2032028 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2032313.625000 Penalty: 3088.841797
	Iteration 11Q: 3 clusters Score -2032314 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2032470.625000 Penalty: 3088.841797
	Iteration 12Q: 3 clusters Score -2032471 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2032556.625000 Penalty: 3088.841797
	Iteration 13Q: 3 clusters Score -2032557 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2032612.500000 Penalty: 3088.841797
	Iteration 14Q: 3 clusters Score -2032612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2032659.750000 Penalty: 3088.841797
	Iteration 15Q: 3 clusters Score -2032660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2032690.125000 Penalty: 3088.841797
	Iteration 16Q: 3 clusters Score -2032690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2032709.125000 Penalty: 3088.841797
	Iteration 17Q: 3 clusters Score -2032709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2032724.125000 Penalty: 3088.841797
	Iteration 18Q: 3 clusters Score -2032724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2032738.250000 Penalty: 3088.841797
	Iteration 19Q: 3 clusters Score -2032738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2032745.875000 Penalty: 3088.841797
	Iteration 20F: 3 clusters Score -2032746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2032760.875000 Penalty: 3088.841797
	Iteration 21Q: 3 clusters Score -2032761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2032764.625000 Penalty: 3088.841797
	Iteration 22Q: 3 clusters Score -2032765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2032771.000000 Penalty: 3088.841797
	Iteration 23Q: 3 clusters Score -2032771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2032775.750000 Penalty: 3088.841797
	Iteration 24Q: 3 clusters Score -2032776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2032778.875000 Penalty: 3088.841797
	Iteration 25Q: 3 clusters Score -2032779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2032782.250000 Penalty: 3088.841797
	Iteration 26Q: 3 clusters Score -2032782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2032792.250000 Penalty: 3088.841797
	Iteration 27Q: 3 clusters Score -2032792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2032793.000000 Penalty: 3088.841797
	Iteration 28Q: 3 clusters Score -2032793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2032793.000000 Penalty: 3088.841797
	Iteration 29F: 3 clusters Score -2032793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Entering Unmasked Estep 
Score: -607567.812500 Penalty: 1347.416992
	Iteration 0F: 2 clusters Score -607567.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -604213.437500 Penalty: 2694.833984
	Iteration 0F: 3 clusters Score -604213.4 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -605066.125000 Penalty: 2694.833984
	Iteration 1F: 3 clusters Score -605066.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -605236.437500 Penalty: 2694.833984
	Iteration 2F: 3 clusters Score -605236.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -605339.312500 Penalty: 2694.833984
	Iteration 3F: 3 clusters Score -605339.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -605412.500000 Penalty: 2694.833984
	Iteration 4Q: 3 clusters Score -605412.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -605471.687500 Penalty: 2694.833984
	Iteration 5Q: 3 clusters Score -605471.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -605515.937500 Penalty: 2694.833984
	Iteration 6Q: 3 clusters Score -605515.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -605542.187500 Penalty: 2694.833984
	Iteration 7Q: 3 clusters Score -605542.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -605568.500000 Penalty: 2694.833984
	Iteration 8Q: 3 clusters Score -605568.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -605583.125000 Penalty: 2694.833984
	Iteration 9Q: 3 clusters Score -605583.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -605591.500000 Penalty: 2694.833984
	Iteration 10Q: 3 clusters Score -605591.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -605600.937500 Penalty: 2694.833984
	Iteration 11Q: 3 clusters Score -605600.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -605610.625000 Penalty: 2694.833984
	Iteration 12Q: 3 clusters Score -605610.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -605618.937500 Penalty: 2694.833984
	Iteration 13Q: 3 clusters Score -605618.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -605623.812500 Penalty: 2694.833984
	Iteration 14Q: 3 clusters Score -605623.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -605629.937500 Penalty: 2694.833984
	Iteration 15Q: 3 clusters Score -605629.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -605637.500000 Penalty: 2694.833984
	Iteration 16Q: 3 clusters Score -605637.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -605643.312500 Penalty: 2694.833984
	Iteration 17Q: 3 clusters Score -605643.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -605650.187500 Penalty: 2694.833984
	Iteration 18Q: 3 clusters Score -605650.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -605656.562500 Penalty: 2694.833984
	Iteration 19Q: 3 clusters Score -605656.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -605663.062500 Penalty: 2694.833984
	Iteration 20F: 3 clusters Score -605663.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -605667.812500 Penalty: 2694.833984
	Iteration 21Q: 3 clusters Score -605667.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -605671.000000 Penalty: 2694.833984
	Iteration 22Q: 3 clusters Score -605671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -605674.937500 Penalty: 2694.833984
	Iteration 23Q: 3 clusters Score -605674.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -605677.500000 Penalty: 2694.833984
	Iteration 24Q: 3 clusters Score -605677.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -605679.250000 Penalty: 2694.833984
	Iteration 25Q: 3 clusters Score -605679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -605679.500000 Penalty: 2694.833984
	Iteration 26Q: 3 clusters Score -605679.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -605679.750000 Penalty: 2694.833984
	Iteration 27Q: 3 clusters Score -605679.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -605679.750000 Penalty: 2694.833984
	Iteration 28F: 3 clusters Score -605679.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (19144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Entering Unmasked Estep 
Score: -2927683.500000 Penalty: 1602.208618
	Iteration 0F: 2 clusters Score -2927684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2915454.000000 Penalty: 3204.417236
	Iteration 0F: 3 clusters Score -2915454 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2920391.750000 Penalty: 3204.417236
	Iteration 1F: 3 clusters Score -2920392 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2920896.250000 Penalty: 3204.417236
	Iteration 2F: 3 clusters Score -2920896 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2921408.000000 Penalty: 3204.417236
	Iteration 3F: 3 clusters Score -2921408 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2921906.250000 Penalty: 3204.417236
	Iteration 4F: 3 clusters Score -2921906 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2922396.500000 Penalty: 3204.417236
	Iteration 5F: 3 clusters Score -2922396 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2922865.500000 Penalty: 3204.417236
	Iteration 6F: 3 clusters Score -2922866 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2923320.000000 Penalty: 3204.417236
	Iteration 7Q: 3 clusters Score -2923320 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2923765.000000 Penalty: 3204.417236
	Iteration 8Q: 3 clusters Score -2923765 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2924107.750000 Penalty: 3204.417236
	Iteration 9Q: 3 clusters Score -2924108 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2924345.000000 Penalty: 3204.417236
	Iteration 10Q: 3 clusters Score -2924345 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2924531.750000 Penalty: 3204.417236
	Iteration 11Q: 3 clusters Score -2924532 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2924709.500000 Penalty: 3204.417236
	Iteration 12Q: 3 clusters Score -2924710 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2924828.250000 Penalty: 3204.417236
	Iteration 13Q: 3 clusters Score -2924828 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2924929.500000 Penalty: 3204.417236
	Iteration 14Q: 3 clusters Score -2924930 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2924991.000000 Penalty: 3204.417236
	Iteration 15Q: 3 clusters Score -2924991 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2925043.500000 Penalty: 3204.417236
	Iteration 16Q: 3 clusters Score -2925044 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2925085.750000 Penalty: 3204.417236
	Iteration 17Q: 3 clusters Score -2925086 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2925129.500000 Penalty: 3204.417236
	Iteration 18Q: 3 clusters Score -2925130 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2925163.750000 Penalty: 3204.417236
	Iteration 19Q: 3 clusters Score -2925164 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2925218.250000 Penalty: 3204.417236
	Iteration 20F: 3 clusters Score -2925218 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2925253.750000 Penalty: 3204.417236
	Iteration 21Q: 3 clusters Score -2925254 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2925300.500000 Penalty: 3204.417236
	Iteration 22Q: 3 clusters Score -2925300 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2925331.750000 Penalty: 3204.417236
	Iteration 23Q: 3 clusters Score -2925332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2925359.500000 Penalty: 3204.417236
	Iteration 24Q: 3 clusters Score -2925360 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2925388.250000 Penalty: 3204.417236
	Iteration 25Q: 3 clusters Score -2925388 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2925409.250000 Penalty: 3204.417236
	Iteration 26Q: 3 clusters Score -2925409 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2925427.000000 Penalty: 3204.417236
	Iteration 27Q: 3 clusters Score -2925427 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2925462.750000 Penalty: 3204.417236
	Iteration 28Q: 3 clusters Score -2925463 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2925484.250000 Penalty: 3204.417236
	Iteration 29Q: 3 clusters Score -2925484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2925500.250000 Penalty: 3204.417236
	Iteration 30Q: 3 clusters Score -2925500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2925514.750000 Penalty: 3204.417236
	Iteration 31Q: 3 clusters Score -2925515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2925525.500000 Penalty: 3204.417236
	Iteration 32Q: 3 clusters Score -2925526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2925535.250000 Penalty: 3204.417236
	Iteration 33Q: 3 clusters Score -2925535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2925542.000000 Penalty: 3204.417236
	Iteration 34Q: 3 clusters Score -2925542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2925570.000000 Penalty: 3204.417236
	Iteration 35Q: 3 clusters Score -2925570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2925588.000000 Penalty: 3204.417236
	Iteration 36Q: 3 clusters Score -2925588 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2925611.250000 Penalty: 3204.417236
	Iteration 37Q: 3 clusters Score -2925611 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2925640.000000 Penalty: 3204.417236
	Iteration 38Q: 3 clusters Score -2925640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2925684.500000 Penalty: 3204.417236
	Iteration 39Q: 3 clusters Score -2925684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2925694.500000 Penalty: 3204.417236
	Iteration 40F: 3 clusters Score -2925694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2925700.750000 Penalty: 3204.417236
	Iteration 41Q: 3 clusters Score -2925701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2925733.000000 Penalty: 3204.417236
	Iteration 42Q: 3 clusters Score -2925733 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2925758.000000 Penalty: 3204.417236
	Iteration 43Q: 3 clusters Score -2925758 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2925795.500000 Penalty: 3204.417236
	Iteration 44Q: 3 clusters Score -2925796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2925825.000000 Penalty: 3204.417236
	Iteration 45Q: 3 clusters Score -2925825 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2925855.500000 Penalty: 3204.417236
	Iteration 46Q: 3 clusters Score -2925856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2925877.000000 Penalty: 3204.417236
	Iteration 47Q: 3 clusters Score -2925877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2925898.250000 Penalty: 3204.417236
	Iteration 48Q: 3 clusters Score -2925898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2925917.250000 Penalty: 3204.417236
	Iteration 49Q: 3 clusters Score -2925917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2925942.750000 Penalty: 3204.417236
	Iteration 50Q: 3 clusters Score -2925943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2925952.000000 Penalty: 3204.417236
	Iteration 51Q: 3 clusters Score -2925952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2925961.250000 Penalty: 3204.417236
	Iteration 52Q: 3 clusters Score -2925961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2925979.250000 Penalty: 3204.417236
	Iteration 53Q: 3 clusters Score -2925979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2926001.500000 Penalty: 3204.417236
	Iteration 54Q: 3 clusters Score -2926002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2926027.750000 Penalty: 3204.417236
	Iteration 55Q: 3 clusters Score -2926028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2926042.250000 Penalty: 3204.417236
	Iteration 56Q: 3 clusters Score -2926042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2926054.750000 Penalty: 3204.417236
	Iteration 57Q: 3 clusters Score -2926055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2926064.750000 Penalty: 3204.417236
	Iteration 58Q: 3 clusters Score -2926065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2926078.500000 Penalty: 3204.417236
	Iteration 59Q: 3 clusters Score -2926078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2926087.000000 Penalty: 3204.417236
	Iteration 60F: 3 clusters Score -2926087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2926097.250000 Penalty: 3204.417236
	Iteration 61Q: 3 clusters Score -2926097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2926098.000000 Penalty: 3204.417236
	Iteration 62Q: 3 clusters Score -2926098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2926102.750000 Penalty: 3204.417236
	Iteration 63Q: 3 clusters Score -2926103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2926112.250000 Penalty: 3204.417236
	Iteration 64Q: 3 clusters Score -2926112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2926120.750000 Penalty: 3204.417236
	Iteration 65Q: 3 clusters Score -2926121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2926123.250000 Penalty: 3204.417236
	Iteration 66Q: 3 clusters Score -2926123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2926132.500000 Penalty: 3204.417236
	Iteration 67Q: 3 clusters Score -2926132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2926139.250000 Penalty: 3204.417236
	Iteration 68Q: 3 clusters Score -2926139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2926140.750000 Penalty: 3204.417236
	Iteration 69Q: 3 clusters Score -2926141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2926140.500000 Penalty: 3204.417236
	Iteration 70Q: 3 clusters Score -2926140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2926140.750000 Penalty: 3204.417236
	Iteration 71Q: 3 clusters Score -2926141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2926141.500000 Penalty: 3204.417236
	Iteration 72Q: 3 clusters Score -2926142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2926146.750000 Penalty: 3204.417236
	Iteration 73Q: 3 clusters Score -2926147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2926149.750000 Penalty: 3204.417236
	Iteration 74Q: 3 clusters Score -2926150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2926150.000000 Penalty: 3204.417236
	Iteration 75Q: 3 clusters Score -2926150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2926154.250000 Penalty: 3204.417236
	Iteration 76Q: 3 clusters Score -2926154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2926160.250000 Penalty: 3204.417236
	Iteration 77Q: 3 clusters Score -2926160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2926161.750000 Penalty: 3204.417236
	Iteration 78Q: 3 clusters Score -2926162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2926166.250000 Penalty: 3204.417236
	Iteration 79Q: 3 clusters Score -2926166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2926171.750000 Penalty: 3204.417236
	Iteration 80F: 3 clusters Score -2926172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2926177.250000 Penalty: 3204.417236
	Iteration 81Q: 3 clusters Score -2926177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2926177.250000 Penalty: 3204.417236
	Iteration 82F: 3 clusters Score -2926177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Entering Unmasked Estep 
Score: -369812.031250 Penalty: 1287.602905
	Iteration 0F: 2 clusters Score -369812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -367229.468750 Penalty: 2575.205811
	Iteration 0F: 3 clusters Score -367229.5 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -367884.250000 Penalty: 2575.205811
	Iteration 1F: 3 clusters Score -367884.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -368065.250000 Penalty: 2575.205811
	Iteration 2F: 3 clusters Score -368065.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -368213.937500 Penalty: 2575.205811
	Iteration 3F: 3 clusters Score -368213.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -368391.156250 Penalty: 2575.205811
	Iteration 4F: 3 clusters Score -368391.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -368561.500000 Penalty: 2575.205811
	Iteration 5F: 3 clusters Score -368561.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -368704.062500 Penalty: 2575.205811
	Iteration 6Q: 3 clusters Score -368704.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -368858.406250 Penalty: 2575.205811
	Iteration 7F: 3 clusters Score -368858.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -368996.718750 Penalty: 2575.205811
	Iteration 8Q: 3 clusters Score -368996.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -369098.687500 Penalty: 2575.205811
	Iteration 9Q: 3 clusters Score -369098.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -369213.468750 Penalty: 2575.205811
	Iteration 10Q: 3 clusters Score -369213.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -369308.156250 Penalty: 2575.205811
	Iteration 11Q: 3 clusters Score -369308.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -369363.218750 Penalty: 2575.205811
	Iteration 12Q: 3 clusters Score -369363.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -369408.062500 Penalty: 2575.205811
	Iteration 13Q: 3 clusters Score -369408.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -369443.593750 Penalty: 2575.205811
	Iteration 14Q: 3 clusters Score -369443.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -369477.343750 Penalty: 2575.205811
	Iteration 15Q: 3 clusters Score -369477.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -369510.656250 Penalty: 2575.205811
	Iteration 16Q: 3 clusters Score -369510.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -369544.125000 Penalty: 2575.205811
	Iteration 17Q: 3 clusters Score -369544.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -369560.687500 Penalty: 2575.205811
	Iteration 18Q: 3 clusters Score -369560.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -369571.593750 Penalty: 2575.205811
	Iteration 19Q: 3 clusters Score -369571.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -369579.437500 Penalty: 2575.205811
	Iteration 20F: 3 clusters Score -369579.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -369582.750000 Penalty: 2575.205811
	Iteration 21Q: 3 clusters Score -369582.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -369584.593750 Penalty: 2575.205811
	Iteration 22Q: 3 clusters Score -369584.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -369586.406250 Penalty: 2575.205811
	Iteration 23Q: 3 clusters Score -369586.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -369587.156250 Penalty: 2575.205811
	Iteration 24Q: 3 clusters Score -369587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -369588.468750 Penalty: 2575.205811
	Iteration 25Q: 3 clusters Score -369588.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -369589.937500 Penalty: 2575.205811
	Iteration 26Q: 3 clusters Score -369589.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -369591.031250 Penalty: 2575.205811
	Iteration 27Q: 3 clusters Score -369591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -369595.625000 Penalty: 2575.205811
	Iteration 28Q: 3 clusters Score -369595.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -369598.843750 Penalty: 2575.205811
	Iteration 29Q: 3 clusters Score -369598.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -369599.593750 Penalty: 2575.205811
	Iteration 30Q: 3 clusters Score -369599.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -369600.187500 Penalty: 2575.205811
	Iteration 31Q: 3 clusters Score -369600.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -369601.156250 Penalty: 2575.205811
	Iteration 32Q: 3 clusters Score -369601.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -369601.156250 Penalty: 2575.205811
	Iteration 33F: 3 clusters Score -369601.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (12695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Entering Unmasked Estep 
Score: -1846526.625000 Penalty: 1535.456543
	Iteration 0F: 2 clusters Score -1846527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1837626.125000 Penalty: 3070.913086
	Iteration 0F: 3 clusters Score -1837626 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1840593.250000 Penalty: 3070.913086
	Iteration 1F: 3 clusters Score -1840593 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1840847.375000 Penalty: 3070.913086
	Iteration 2F: 3 clusters Score -1840847 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1841126.875000 Penalty: 3070.913086
	Iteration 3Q: 3 clusters Score -1841127 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1841420.875000 Penalty: 3070.913086
	Iteration 4Q: 3 clusters Score -1841421 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1841710.250000 Penalty: 3070.913086
	Iteration 5Q: 3 clusters Score -1841710 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1842056.250000 Penalty: 3070.913086
	Iteration 6F: 3 clusters Score -1842056 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1842336.750000 Penalty: 3070.913086
	Iteration 7Q: 3 clusters Score -1842337 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1842561.250000 Penalty: 3070.913086
	Iteration 8Q: 3 clusters Score -1842561 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1842769.625000 Penalty: 3070.913086
	Iteration 9Q: 3 clusters Score -1842770 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1842973.750000 Penalty: 3070.913086
	Iteration 10Q: 3 clusters Score -1842974 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1843163.125000 Penalty: 3070.913086
	Iteration 11Q: 3 clusters Score -1843163 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1843386.500000 Penalty: 3070.913086
	Iteration 12Q: 3 clusters Score -1843386 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1843578.625000 Penalty: 3070.913086
	Iteration 13Q: 3 clusters Score -1843579 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1843734.375000 Penalty: 3070.913086
	Iteration 14Q: 3 clusters Score -1843734 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1843882.500000 Penalty: 3070.913086
	Iteration 15Q: 3 clusters Score -1843882 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1844013.750000 Penalty: 3070.913086
	Iteration 16Q: 3 clusters Score -1844014 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1844093.875000 Penalty: 3070.913086
	Iteration 17Q: 3 clusters Score -1844094 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1844146.375000 Penalty: 3070.913086
	Iteration 18Q: 3 clusters Score -1844146 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1844188.625000 Penalty: 3070.913086
	Iteration 19Q: 3 clusters Score -1844189 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1844239.875000 Penalty: 3070.913086
	Iteration 20F: 3 clusters Score -1844240 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1844285.000000 Penalty: 3070.913086
	Iteration 21Q: 3 clusters Score -1844285 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1844336.000000 Penalty: 3070.913086
	Iteration 22Q: 3 clusters Score -1844336 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1844397.000000 Penalty: 3070.913086
	Iteration 23Q: 3 clusters Score -1844397 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1844450.875000 Penalty: 3070.913086
	Iteration 24Q: 3 clusters Score -1844451 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1844526.125000 Penalty: 3070.913086
	Iteration 25Q: 3 clusters Score -1844526 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1844599.875000 Penalty: 3070.913086
	Iteration 26Q: 3 clusters Score -1844600 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1844655.500000 Penalty: 3070.913086
	Iteration 27Q: 3 clusters Score -1844656 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1844695.250000 Penalty: 3070.913086
	Iteration 28Q: 3 clusters Score -1844695 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1844730.625000 Penalty: 3070.913086
	Iteration 29Q: 3 clusters Score -1844731 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1844770.375000 Penalty: 3070.913086
	Iteration 30Q: 3 clusters Score -1844770 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1844811.500000 Penalty: 3070.913086
	Iteration 31Q: 3 clusters Score -1844812 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1844841.125000 Penalty: 3070.913086
	Iteration 32Q: 3 clusters Score -1844841 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1844879.875000 Penalty: 3070.913086
	Iteration 33Q: 3 clusters Score -1844880 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1844910.125000 Penalty: 3070.913086
	Iteration 34Q: 3 clusters Score -1844910 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1844946.000000 Penalty: 3070.913086
	Iteration 35Q: 3 clusters Score -1844946 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1844982.875000 Penalty: 3070.913086
	Iteration 36Q: 3 clusters Score -1844983 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1845011.500000 Penalty: 3070.913086
	Iteration 37Q: 3 clusters Score -1845012 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1845034.875000 Penalty: 3070.913086
	Iteration 38Q: 3 clusters Score -1845035 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1845059.375000 Penalty: 3070.913086
	Iteration 39Q: 3 clusters Score -1845059 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1845074.625000 Penalty: 3070.913086
	Iteration 40F: 3 clusters Score -1845075 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1845097.375000 Penalty: 3070.913086
	Iteration 41Q: 3 clusters Score -1845097 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1845112.375000 Penalty: 3070.913086
	Iteration 42Q: 3 clusters Score -1845112 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1845119.625000 Penalty: 3070.913086
	Iteration 43Q: 3 clusters Score -1845120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1845130.375000 Penalty: 3070.913086
	Iteration 44Q: 3 clusters Score -1845130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1845139.875000 Penalty: 3070.913086
	Iteration 45Q: 3 clusters Score -1845140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1845142.500000 Penalty: 3070.913086
	Iteration 46Q: 3 clusters Score -1845142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1845148.250000 Penalty: 3070.913086
	Iteration 47Q: 3 clusters Score -1845148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1845157.250000 Penalty: 3070.913086
	Iteration 48Q: 3 clusters Score -1845157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1845166.750000 Penalty: 3070.913086
	Iteration 49Q: 3 clusters Score -1845167 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1845174.000000 Penalty: 3070.913086
	Iteration 50Q: 3 clusters Score -1845174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1845176.000000 Penalty: 3070.913086
	Iteration 51Q: 3 clusters Score -1845176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1845181.125000 Penalty: 3070.913086
	Iteration 52Q: 3 clusters Score -1845181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1845187.625000 Penalty: 3070.913086
	Iteration 53Q: 3 clusters Score -1845188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1845189.625000 Penalty: 3070.913086
	Iteration 54Q: 3 clusters Score -1845190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1845195.250000 Penalty: 3070.913086
	Iteration 55Q: 3 clusters Score -1845195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1845199.500000 Penalty: 3070.913086
	Iteration 56Q: 3 clusters Score -1845200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1845205.000000 Penalty: 3070.913086
	Iteration 57Q: 3 clusters Score -1845205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1845211.500000 Penalty: 3070.913086
	Iteration 58Q: 3 clusters Score -1845212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1845218.375000 Penalty: 3070.913086
	Iteration 59Q: 3 clusters Score -1845218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1845224.125000 Penalty: 3070.913086
	Iteration 60F: 3 clusters Score -1845224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1845224.375000 Penalty: 3070.913086
	Iteration 61Q: 3 clusters Score -1845224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1845228.500000 Penalty: 3070.913086
	Iteration 62Q: 3 clusters Score -1845228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1845233.250000 Penalty: 3070.913086
	Iteration 63Q: 3 clusters Score -1845233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1845238.000000 Penalty: 3070.913086
	Iteration 64Q: 3 clusters Score -1845238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1845238.250000 Penalty: 3070.913086
	Iteration 65Q: 3 clusters Score -1845238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1845244.000000 Penalty: 3070.913086
	Iteration 66Q: 3 clusters Score -1845244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1845243.250000 Penalty: 3070.913086
	Iteration 67Q: 3 clusters Score -1845243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1845242.625000 Penalty: 3070.913086
	Iteration 68Q: 3 clusters Score -1845243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1845245.375000 Penalty: 3070.913086
	Iteration 69Q: 3 clusters Score -1845245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1845245.500000 Penalty: 3070.913086
	Iteration 70Q: 3 clusters Score -1845246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1845245.625000 Penalty: 3070.913086
	Iteration 71Q: 3 clusters Score -1845246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1845245.500000 Penalty: 3070.913086
	Iteration 72Q: 3 clusters Score -1845246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1845244.875000 Penalty: 3070.913086
	Iteration 73Q: 3 clusters Score -1845245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1845242.875000 Penalty: 3070.913086
	Iteration 74Q: 3 clusters Score -1845243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1845242.500000 Penalty: 3070.913086
	Iteration 75Q: 3 clusters Score -1845242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1845244.125000 Penalty: 3070.913086
	Iteration 76Q: 3 clusters Score -1845244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1845246.875000 Penalty: 3070.913086
	Iteration 77Q: 3 clusters Score -1845247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1845250.250000 Penalty: 3070.913086
	Iteration 78Q: 3 clusters Score -1845250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1845249.625000 Penalty: 3070.913086
	Iteration 79Q: 3 clusters Score -1845250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1845251.375000 Penalty: 3070.913086
	Iteration 80F: 3 clusters Score -1845251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1845251.375000 Penalty: 3070.913086
	Iteration 81Q: 3 clusters Score -1845251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1845249.875000 Penalty: 3070.913086
	Iteration 82Q: 3 clusters Score -1845250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1845253.125000 Penalty: 3070.913086
	Iteration 83Q: 3 clusters Score -1845253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1845254.625000 Penalty: 3070.913086
	Iteration 84Q: 3 clusters Score -1845255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1845256.375000 Penalty: 3070.913086
	Iteration 85Q: 3 clusters Score -1845256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1845258.250000 Penalty: 3070.913086
	Iteration 86Q: 3 clusters Score -1845258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1845260.125000 Penalty: 3070.913086
	Iteration 87Q: 3 clusters Score -1845260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1845266.375000 Penalty: 3070.913086
	Iteration 88Q: 3 clusters Score -1845266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1845266.625000 Penalty: 3070.913086
	Iteration 89Q: 3 clusters Score -1845267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1845268.375000 Penalty: 3070.913086
	Iteration 90Q: 3 clusters Score -1845268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1845267.500000 Penalty: 3070.913086
	Iteration 91Q: 3 clusters Score -1845268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1845270.125000 Penalty: 3070.913086
	Iteration 92Q: 3 clusters Score -1845270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1845270.625000 Penalty: 3070.913086
	Iteration 93Q: 3 clusters Score -1845271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1845272.750000 Penalty: 3070.913086
	Iteration 94Q: 3 clusters Score -1845273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1845274.125000 Penalty: 3070.913086
	Iteration 95Q: 3 clusters Score -1845274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1845274.125000 Penalty: 3070.913086
	Iteration 96F: 3 clusters Score -1845274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -88469.531250 Penalty: 1079.404053
	Iteration 0F: 2 clusters Score -88469.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -87179.320312 Penalty: 2158.808105
	Iteration 0F: 3 clusters Score -87179.32 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87510.148438 Penalty: 2158.808105
	Iteration 1F: 3 clusters Score -87510.15 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87682.593750 Penalty: 2158.808105
	Iteration 2F: 3 clusters Score -87682.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -87780.359375 Penalty: 2158.808105
	Iteration 3F: 3 clusters Score -87780.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -87839.320312 Penalty: 2158.808105
	Iteration 4Q: 3 clusters Score -87839.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -87903.781250 Penalty: 2158.808105
	Iteration 5Q: 3 clusters Score -87903.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87942.125000 Penalty: 2158.808105
	Iteration 6Q: 3 clusters Score -87942.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87973.351562 Penalty: 2158.808105
	Iteration 7Q: 3 clusters Score -87973.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -88001.140625 Penalty: 2158.808105
	Iteration 8Q: 3 clusters Score -88001.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -88026.992188 Penalty: 2158.808105
	Iteration 9Q: 3 clusters Score -88026.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -88037.765625 Penalty: 2158.808105
	Iteration 10Q: 3 clusters Score -88037.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -88043.468750 Penalty: 2158.808105
	Iteration 11Q: 3 clusters Score -88043.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -88051.523438 Penalty: 2158.808105
	Iteration 12Q: 3 clusters Score -88051.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -88056.484375 Penalty: 2158.808105
	Iteration 13Q: 3 clusters Score -88056.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -88056.484375 Penalty: 2158.808105
	Iteration 14F: 3 clusters Score -88056.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -244193.375000 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -244193.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -242329.453125 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -242329.5 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -242718.312500 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -242718.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -242809.078125 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -242809.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -242856.156250 Penalty: 2400.603027
	Iteration 3Q: 3 clusters Score -242856.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -242884.312500 Penalty: 2400.603027
	Iteration 4Q: 3 clusters Score -242884.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -242909.593750 Penalty: 2400.603027
	Iteration 5Q: 3 clusters Score -242909.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -242930.453125 Penalty: 2400.603027
	Iteration 6Q: 3 clusters Score -242930.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -242945.281250 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -242945.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -242961.437500 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -242961.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -242974.187500 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -242974.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -242980.859375 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -242980.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -242989.515625 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -242989.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -242994.906250 Penalty: 2400.603027
	Iteration 12Q: 3 clusters Score -242994.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -242997.343750 Penalty: 2400.603027
	Iteration 13Q: 3 clusters Score -242997.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -243000.703125 Penalty: 2400.603027
	Iteration 14Q: 3 clusters Score -243000.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -243003.453125 Penalty: 2400.603027
	Iteration 15Q: 3 clusters Score -243003.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -243006.078125 Penalty: 2400.603027
	Iteration 16Q: 3 clusters Score -243006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -243009.203125 Penalty: 2400.603027
	Iteration 17Q: 3 clusters Score -243009.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -243011.203125 Penalty: 2400.603027
	Iteration 18Q: 3 clusters Score -243011.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -243013.281250 Penalty: 2400.603027
	Iteration 19Q: 3 clusters Score -243013.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -243013.515625 Penalty: 2400.603027
	Iteration 20F: 3 clusters Score -243013.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -243014.218750 Penalty: 2400.603027
	Iteration 21Q: 3 clusters Score -243014.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -243016.703125 Penalty: 2400.603027
	Iteration 22Q: 3 clusters Score -243016.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -243018.203125 Penalty: 2400.603027
	Iteration 23Q: 3 clusters Score -243018.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -243020.515625 Penalty: 2400.603027
	Iteration 24Q: 3 clusters Score -243020.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -243020.734375 Penalty: 2400.603027
	Iteration 25Q: 3 clusters Score -243020.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -243021.453125 Penalty: 2400.603027
	Iteration 26Q: 3 clusters Score -243021.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -243023.937500 Penalty: 2400.603027
	Iteration 27Q: 3 clusters Score -243023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -243027.125000 Penalty: 2400.603027
	Iteration 28Q: 3 clusters Score -243027.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -243030.843750 Penalty: 2400.603027
	Iteration 29Q: 3 clusters Score -243030.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -243034.234375 Penalty: 2400.603027
	Iteration 30Q: 3 clusters Score -243034.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -243038.437500 Penalty: 2400.603027
	Iteration 31Q: 3 clusters Score -243038.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -243040.046875 Penalty: 2400.603027
	Iteration 32Q: 3 clusters Score -243040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -243040.390625 Penalty: 2400.603027
	Iteration 33Q: 3 clusters Score -243040.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -243040.390625 Penalty: 2400.603027
	Iteration 34F: 3 clusters Score -243040.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Entering Unmasked Estep 
Score: -176520.906250 Penalty: 1168.973999
	Iteration 0F: 2 clusters Score -176520.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -174885.937500 Penalty: 2337.947998
	Iteration 0F: 3 clusters Score -174885.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -175243.734375 Penalty: 2337.947998
	Iteration 1F: 3 clusters Score -175243.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -175338.484375 Penalty: 2337.947998
	Iteration 2F: 3 clusters Score -175338.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -175383.265625 Penalty: 2337.947998
	Iteration 3Q: 3 clusters Score -175383.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -175415.984375 Penalty: 2337.947998
	Iteration 4Q: 3 clusters Score -175416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -175429.187500 Penalty: 2337.947998
	Iteration 5Q: 3 clusters Score -175429.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -175441.359375 Penalty: 2337.947998
	Iteration 6Q: 3 clusters Score -175441.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -175453.000000 Penalty: 2337.947998
	Iteration 7Q: 3 clusters Score -175453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -175473.375000 Penalty: 2337.947998
	Iteration 8Q: 3 clusters Score -175473.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -175490.078125 Penalty: 2337.947998
	Iteration 9Q: 3 clusters Score -175490.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -175515.359375 Penalty: 2337.947998
	Iteration 10Q: 3 clusters Score -175515.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -175548.984375 Penalty: 2337.947998
	Iteration 11Q: 3 clusters Score -175549 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -175591.296875 Penalty: 2337.947998
	Iteration 12Q: 3 clusters Score -175591.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -175649.203125 Penalty: 2337.947998
	Iteration 13Q: 3 clusters Score -175649.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -175703.296875 Penalty: 2337.947998
	Iteration 14Q: 3 clusters Score -175703.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -175762.921875 Penalty: 2337.947998
	Iteration 15Q: 3 clusters Score -175762.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -175823.765625 Penalty: 2337.947998
	Iteration 16Q: 3 clusters Score -175823.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -175909.593750 Penalty: 2337.947998
	Iteration 17Q: 3 clusters Score -175909.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -175967.437500 Penalty: 2337.947998
	Iteration 18Q: 3 clusters Score -175967.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -176009.625000 Penalty: 2337.947998
	Iteration 19Q: 3 clusters Score -176009.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -176033.796875 Penalty: 2337.947998
	Iteration 20F: 3 clusters Score -176033.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -176047.375000 Penalty: 2337.947998
	Iteration 21Q: 3 clusters Score -176047.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -176056.500000 Penalty: 2337.947998
	Iteration 22Q: 3 clusters Score -176056.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -176059.343750 Penalty: 2337.947998
	Iteration 23Q: 3 clusters Score -176059.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -176060.890625 Penalty: 2337.947998
	Iteration 24Q: 3 clusters Score -176060.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -176063.312500 Penalty: 2337.947998
	Iteration 25Q: 3 clusters Score -176063.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -176066.312500 Penalty: 2337.947998
	Iteration 26Q: 3 clusters Score -176066.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -176068.937500 Penalty: 2337.947998
	Iteration 27Q: 3 clusters Score -176068.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -176070.484375 Penalty: 2337.947998
	Iteration 28Q: 3 clusters Score -176070.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -176073.140625 Penalty: 2337.947998
	Iteration 29Q: 3 clusters Score -176073.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -176073.890625 Penalty: 2337.947998
	Iteration 30Q: 3 clusters Score -176073.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -176074.140625 Penalty: 2337.947998
	Iteration 31Q: 3 clusters Score -176074.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -176074.140625 Penalty: 2337.947998
	Iteration 32F: 3 clusters Score -176074.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -223289.718750 Penalty: 1201.004761
	Iteration 0F: 2 clusters Score -223289.7 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 818 members 
Entering Unmasked Estep 
Score: -221490.812500 Penalty: 2402.009521
	Iteration 0F: 3 clusters Score -221490.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -221913.406250 Penalty: 2402.009521
	Iteration 1F: 3 clusters Score -221913.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -222028.328125 Penalty: 2402.009521
	Iteration 2F: 3 clusters Score -222028.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -222116.640625 Penalty: 2402.009521
	Iteration 3Q: 3 clusters Score -222116.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -222204.781250 Penalty: 2402.009521
	Iteration 4F: 3 clusters Score -222204.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -222270.390625 Penalty: 2402.009521
	Iteration 5Q: 3 clusters Score -222270.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -222328.328125 Penalty: 2402.009521
	Iteration 6Q: 3 clusters Score -222328.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -222421.859375 Penalty: 2402.009521
	Iteration 7Q: 3 clusters Score -222421.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -222509.281250 Penalty: 2402.009521
	Iteration 8Q: 3 clusters Score -222509.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -222588.546875 Penalty: 2402.009521
	Iteration 9Q: 3 clusters Score -222588.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -222668.468750 Penalty: 2402.009521
	Iteration 10Q: 3 clusters Score -222668.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -222723.156250 Penalty: 2402.009521
	Iteration 11Q: 3 clusters Score -222723.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -222757.578125 Penalty: 2402.009521
	Iteration 12Q: 3 clusters Score -222757.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -222800.218750 Penalty: 2402.009521
	Iteration 13Q: 3 clusters Score -222800.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -222839.937500 Penalty: 2402.009521
	Iteration 14Q: 3 clusters Score -222839.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -222865.562500 Penalty: 2402.009521
	Iteration 15Q: 3 clusters Score -222865.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -222875.875000 Penalty: 2402.009521
	Iteration 16Q: 3 clusters Score -222875.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -222883.062500 Penalty: 2402.009521
	Iteration 17Q: 3 clusters Score -222883.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -222890.796875 Penalty: 2402.009521
	Iteration 18Q: 3 clusters Score -222890.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -222898.046875 Penalty: 2402.009521
	Iteration 19Q: 3 clusters Score -222898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -222907.937500 Penalty: 2402.009521
	Iteration 20F: 3 clusters Score -222907.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -222914.656250 Penalty: 2402.009521
	Iteration 21Q: 3 clusters Score -222914.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -222929.687500 Penalty: 2402.009521
	Iteration 22Q: 3 clusters Score -222929.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -222934.781250 Penalty: 2402.009521
	Iteration 23Q: 3 clusters Score -222934.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -222936.156250 Penalty: 2402.009521
	Iteration 24Q: 3 clusters Score -222936.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -222937.562500 Penalty: 2402.009521
	Iteration 25Q: 3 clusters Score -222937.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -222939.890625 Penalty: 2402.009521
	Iteration 26Q: 3 clusters Score -222939.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -222940.906250 Penalty: 2402.009521
	Iteration 27Q: 3 clusters Score -222940.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -222942.265625 Penalty: 2402.009521
	Iteration 28Q: 3 clusters Score -222942.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -222942.828125 Penalty: 2402.009521
	Iteration 29Q: 3 clusters Score -222942.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -222943.281250 Penalty: 2402.009521
	Iteration 30Q: 3 clusters Score -222943.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -222944.062500 Penalty: 2402.009521
	Iteration 31Q: 3 clusters Score -222944.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -222945.156250 Penalty: 2402.009521
	Iteration 32Q: 3 clusters Score -222945.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -222946.640625 Penalty: 2402.009521
	Iteration 33Q: 3 clusters Score -222946.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -222948.937500 Penalty: 2402.009521
	Iteration 34Q: 3 clusters Score -222948.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -222950.046875 Penalty: 2402.009521
	Iteration 35Q: 3 clusters Score -222950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -222952.765625 Penalty: 2402.009521
	Iteration 36Q: 3 clusters Score -222952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -222953.406250 Penalty: 2402.009521
	Iteration 37Q: 3 clusters Score -222953.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -222953.828125 Penalty: 2402.009521
	Iteration 38Q: 3 clusters Score -222953.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -222953.828125 Penalty: 2402.009521
	Iteration 39F: 3 clusters Score -222953.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (12241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Entering Unmasked Estep 
Score: -1867732.875000 Penalty: 1529.538696
	Iteration 0F: 2 clusters Score -1867733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1859184.500000 Penalty: 3059.077393
	Iteration 0F: 3 clusters Score -1859184 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1862058.125000 Penalty: 3059.077393
	Iteration 1F: 3 clusters Score -1862058 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1862356.750000 Penalty: 3059.077393
	Iteration 2F: 3 clusters Score -1862357 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1862604.875000 Penalty: 3059.077393
	Iteration 3Q: 3 clusters Score -1862605 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1862836.000000 Penalty: 3059.077393
	Iteration 4Q: 3 clusters Score -1862836 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1863061.125000 Penalty: 3059.077393
	Iteration 5Q: 3 clusters Score -1863061 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1863289.250000 Penalty: 3059.077393
	Iteration 6Q: 3 clusters Score -1863289 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1863545.250000 Penalty: 3059.077393
	Iteration 7Q: 3 clusters Score -1863545 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1863841.250000 Penalty: 3059.077393
	Iteration 8Q: 3 clusters Score -1863841 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1864172.500000 Penalty: 3059.077393
	Iteration 9Q: 3 clusters Score -1864172 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1864555.875000 Penalty: 3059.077393
	Iteration 10Q: 3 clusters Score -1864556 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1864904.000000 Penalty: 3059.077393
	Iteration 11Q: 3 clusters Score -1864904 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1865209.750000 Penalty: 3059.077393
	Iteration 12Q: 3 clusters Score -1865210 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1865475.625000 Penalty: 3059.077393
	Iteration 13Q: 3 clusters Score -1865476 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1865669.250000 Penalty: 3059.077393
	Iteration 14Q: 3 clusters Score -1865669 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1865816.000000 Penalty: 3059.077393
	Iteration 15Q: 3 clusters Score -1865816 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1865963.875000 Penalty: 3059.077393
	Iteration 16Q: 3 clusters Score -1865964 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1866067.625000 Penalty: 3059.077393
	Iteration 17Q: 3 clusters Score -1866068 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1866142.625000 Penalty: 3059.077393
	Iteration 18Q: 3 clusters Score -1866143 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1866203.250000 Penalty: 3059.077393
	Iteration 19Q: 3 clusters Score -1866203 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1866248.750000 Penalty: 3059.077393
	Iteration 20F: 3 clusters Score -1866249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1866269.375000 Penalty: 3059.077393
	Iteration 21Q: 3 clusters Score -1866269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1866294.500000 Penalty: 3059.077393
	Iteration 22Q: 3 clusters Score -1866294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1866317.875000 Penalty: 3059.077393
	Iteration 23Q: 3 clusters Score -1866318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1866334.875000 Penalty: 3059.077393
	Iteration 24Q: 3 clusters Score -1866335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1866349.875000 Penalty: 3059.077393
	Iteration 25Q: 3 clusters Score -1866350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1866364.500000 Penalty: 3059.077393
	Iteration 26Q: 3 clusters Score -1866364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1866378.125000 Penalty: 3059.077393
	Iteration 27Q: 3 clusters Score -1866378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1866386.750000 Penalty: 3059.077393
	Iteration 28Q: 3 clusters Score -1866387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1866391.500000 Penalty: 3059.077393
	Iteration 29Q: 3 clusters Score -1866392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1866395.250000 Penalty: 3059.077393
	Iteration 30Q: 3 clusters Score -1866395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1866393.250000 Penalty: 3059.077393
	Iteration 31Q: 3 clusters Score -1866393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1866394.375000 Penalty: 3059.077393
	Iteration 32Q: 3 clusters Score -1866394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1866397.625000 Penalty: 3059.077393
	Iteration 33Q: 3 clusters Score -1866398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1866399.250000 Penalty: 3059.077393
	Iteration 34Q: 3 clusters Score -1866399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1866401.125000 Penalty: 3059.077393
	Iteration 35Q: 3 clusters Score -1866401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1866405.750000 Penalty: 3059.077393
	Iteration 36Q: 3 clusters Score -1866406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1866408.875000 Penalty: 3059.077393
	Iteration 37Q: 3 clusters Score -1866409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1866412.625000 Penalty: 3059.077393
	Iteration 38Q: 3 clusters Score -1866413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1866415.125000 Penalty: 3059.077393
	Iteration 39Q: 3 clusters Score -1866415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1866417.625000 Penalty: 3059.077393
	Iteration 40F: 3 clusters Score -1866418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1866421.375000 Penalty: 3059.077393
	Iteration 41Q: 3 clusters Score -1866421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1866421.375000 Penalty: 3059.077393
	Iteration 42Q: 3 clusters Score -1866421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1866422.250000 Penalty: 3059.077393
	Iteration 43Q: 3 clusters Score -1866422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1866421.750000 Penalty: 3059.077393
	Iteration 44Q: 3 clusters Score -1866422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1866423.375000 Penalty: 3059.077393
	Iteration 45Q: 3 clusters Score -1866423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1866427.250000 Penalty: 3059.077393
	Iteration 46Q: 3 clusters Score -1866427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1866430.625000 Penalty: 3059.077393
	Iteration 47Q: 3 clusters Score -1866431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1866429.000000 Penalty: 3059.077393
	Iteration 48Q: 3 clusters Score -1866429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1866429.000000 Penalty: 3059.077393
	Iteration 49F: 3 clusters Score -1866429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Entering Unmasked Estep 
Score: -509239.031250 Penalty: 1325.619263
	Iteration 0F: 2 clusters Score -509239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -506212.781250 Penalty: 2651.238525
	Iteration 0F: 3 clusters Score -506212.8 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -507009.781250 Penalty: 2651.238525
	Iteration 1F: 3 clusters Score -507009.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -507138.906250 Penalty: 2651.238525
	Iteration 2F: 3 clusters Score -507138.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -507232.625000 Penalty: 2651.238525
	Iteration 3Q: 3 clusters Score -507232.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -507303.968750 Penalty: 2651.238525
	Iteration 4Q: 3 clusters Score -507304 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -507360.593750 Penalty: 2651.238525
	Iteration 5Q: 3 clusters Score -507360.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -507408.500000 Penalty: 2651.238525
	Iteration 6Q: 3 clusters Score -507408.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -507443.531250 Penalty: 2651.238525
	Iteration 7Q: 3 clusters Score -507443.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -507475.187500 Penalty: 2651.238525
	Iteration 8Q: 3 clusters Score -507475.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -507503.718750 Penalty: 2651.238525
	Iteration 9Q: 3 clusters Score -507503.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -507546.781250 Penalty: 2651.238525
	Iteration 10Q: 3 clusters Score -507546.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -507588.437500 Penalty: 2651.238525
	Iteration 11Q: 3 clusters Score -507588.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -507636.906250 Penalty: 2651.238525
	Iteration 12Q: 3 clusters Score -507636.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -507685.218750 Penalty: 2651.238525
	Iteration 13Q: 3 clusters Score -507685.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -507749.812500 Penalty: 2651.238525
	Iteration 14Q: 3 clusters Score -507749.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -507809.687500 Penalty: 2651.238525
	Iteration 15Q: 3 clusters Score -507809.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -507864.906250 Penalty: 2651.238525
	Iteration 16Q: 3 clusters Score -507864.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -507904.000000 Penalty: 2651.238525
	Iteration 17Q: 3 clusters Score -507904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -507940.000000 Penalty: 2651.238525
	Iteration 18Q: 3 clusters Score -507940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -507963.906250 Penalty: 2651.238525
	Iteration 19Q: 3 clusters Score -507963.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -507983.750000 Penalty: 2651.238525
	Iteration 20F: 3 clusters Score -507983.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -507998.343750 Penalty: 2651.238525
	Iteration 21Q: 3 clusters Score -507998.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -508013.968750 Penalty: 2651.238525
	Iteration 22Q: 3 clusters Score -508014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -508028.000000 Penalty: 2651.238525
	Iteration 23Q: 3 clusters Score -508028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -508033.500000 Penalty: 2651.238525
	Iteration 24Q: 3 clusters Score -508033.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -508043.312500 Penalty: 2651.238525
	Iteration 25Q: 3 clusters Score -508043.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -508054.031250 Penalty: 2651.238525
	Iteration 26Q: 3 clusters Score -508054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -508061.343750 Penalty: 2651.238525
	Iteration 27Q: 3 clusters Score -508061.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -508071.468750 Penalty: 2651.238525
	Iteration 28Q: 3 clusters Score -508071.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -508077.156250 Penalty: 2651.238525
	Iteration 29Q: 3 clusters Score -508077.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -508082.312500 Penalty: 2651.238525
	Iteration 30Q: 3 clusters Score -508082.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -508087.906250 Penalty: 2651.238525
	Iteration 31Q: 3 clusters Score -508087.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -508088.468750 Penalty: 2651.238525
	Iteration 32Q: 3 clusters Score -508088.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -508088.468750 Penalty: 2651.238525
	Iteration 33F: 3 clusters Score -508088.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -189679.671875 Penalty: 1162.751953
	Iteration 0F: 2 clusters Score -189679.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -188061.812500 Penalty: 2325.503906
	Iteration 0F: 3 clusters Score -188061.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -188356.250000 Penalty: 2325.503906
	Iteration 1F: 3 clusters Score -188356.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -188430.953125 Penalty: 2325.503906
	Iteration 2F: 3 clusters Score -188431 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -188469.375000 Penalty: 2325.503906
	Iteration 3Q: 3 clusters Score -188469.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -188495.781250 Penalty: 2325.503906
	Iteration 4Q: 3 clusters Score -188495.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -188513.625000 Penalty: 2325.503906
	Iteration 5Q: 3 clusters Score -188513.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -188520.953125 Penalty: 2325.503906
	Iteration 6Q: 3 clusters Score -188521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -188524.234375 Penalty: 2325.503906
	Iteration 7Q: 3 clusters Score -188524.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -188526.703125 Penalty: 2325.503906
	Iteration 8Q: 3 clusters Score -188526.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -188529.187500 Penalty: 2325.503906
	Iteration 9Q: 3 clusters Score -188529.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -188530.671875 Penalty: 2325.503906
	Iteration 10Q: 3 clusters Score -188530.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -188532.062500 Penalty: 2325.503906
	Iteration 11Q: 3 clusters Score -188532.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -188532.484375 Penalty: 2325.503906
	Iteration 12Q: 3 clusters Score -188532.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -188534.890625 Penalty: 2325.503906
	Iteration 13Q: 3 clusters Score -188534.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -188535.171875 Penalty: 2325.503906
	Iteration 14Q: 3 clusters Score -188535.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -188535.171875 Penalty: 2325.503906
	Iteration 15F: 3 clusters Score -188535.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (14620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Entering Unmasked Estep 
Score: -2220041.500000 Penalty: 1558.398682
	Iteration 0F: 2 clusters Score -2220042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2210023.750000 Penalty: 3116.797363
	Iteration 0F: 3 clusters Score -2210024 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2213633.250000 Penalty: 3116.797363
	Iteration 1F: 3 clusters Score -2213633 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2213984.500000 Penalty: 3116.797363
	Iteration 2F: 3 clusters Score -2213984 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2214250.000000 Penalty: 3116.797363
	Iteration 3Q: 3 clusters Score -2214250 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2214499.500000 Penalty: 3116.797363
	Iteration 4Q: 3 clusters Score -2214500 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2214778.500000 Penalty: 3116.797363
	Iteration 5Q: 3 clusters Score -2214778 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2215070.500000 Penalty: 3116.797363
	Iteration 6Q: 3 clusters Score -2215070 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2215442.000000 Penalty: 3116.797363
	Iteration 7Q: 3 clusters Score -2215442 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2215927.750000 Penalty: 3116.797363
	Iteration 8F: 3 clusters Score -2215928 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2216544.500000 Penalty: 3116.797363
	Iteration 9F: 3 clusters Score -2216544 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2217178.000000 Penalty: 3116.797363
	Iteration 10F: 3 clusters Score -2217178 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2217756.250000 Penalty: 3116.797363
	Iteration 11Q: 3 clusters Score -2217756 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2218181.000000 Penalty: 3116.797363
	Iteration 12Q: 3 clusters Score -2218181 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2218398.000000 Penalty: 3116.797363
	Iteration 13Q: 3 clusters Score -2218398 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2218548.000000 Penalty: 3116.797363
	Iteration 14Q: 3 clusters Score -2218548 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2218620.500000 Penalty: 3116.797363
	Iteration 15Q: 3 clusters Score -2218620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2218666.250000 Penalty: 3116.797363
	Iteration 16Q: 3 clusters Score -2218666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2218683.000000 Penalty: 3116.797363
	Iteration 17Q: 3 clusters Score -2218683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2218699.250000 Penalty: 3116.797363
	Iteration 18Q: 3 clusters Score -2218699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2218714.500000 Penalty: 3116.797363
	Iteration 19Q: 3 clusters Score -2218714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2218720.750000 Penalty: 3116.797363
	Iteration 20F: 3 clusters Score -2218721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2218724.000000 Penalty: 3116.797363
	Iteration 21Q: 3 clusters Score -2218724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2218723.500000 Penalty: 3116.797363
	Iteration 22Q: 3 clusters Score -2218724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2218725.500000 Penalty: 3116.797363
	Iteration 23Q: 3 clusters Score -2218726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2218725.500000 Penalty: 3116.797363
	Iteration 24F: 3 clusters Score -2218726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Entering Unmasked Estep 
Score: -782776.562500 Penalty: 1416.649902
	Iteration 0F: 2 clusters Score -782776.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -778085.562500 Penalty: 2833.299805
	Iteration 0F: 3 clusters Score -778085.6 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -779495.312500 Penalty: 2833.299805
	Iteration 1F: 3 clusters Score -779495.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -779799.312500 Penalty: 2833.299805
	Iteration 2F: 3 clusters Score -779799.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -780095.625000 Penalty: 2833.299805
	Iteration 3F: 3 clusters Score -780095.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -780370.875000 Penalty: 2833.299805
	Iteration 4F: 3 clusters Score -780370.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -780654.375000 Penalty: 2833.299805
	Iteration 5F: 3 clusters Score -780654.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -780958.250000 Penalty: 2833.299805
	Iteration 6F: 3 clusters Score -780958.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -781173.250000 Penalty: 2833.299805
	Iteration 7Q: 3 clusters Score -781173.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -781329.562500 Penalty: 2833.299805
	Iteration 8Q: 3 clusters Score -781329.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -781423.625000 Penalty: 2833.299805
	Iteration 9Q: 3 clusters Score -781423.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -781499.250000 Penalty: 2833.299805
	Iteration 10Q: 3 clusters Score -781499.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -781547.500000 Penalty: 2833.299805
	Iteration 11Q: 3 clusters Score -781547.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -781576.437500 Penalty: 2833.299805
	Iteration 12Q: 3 clusters Score -781576.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -781605.937500 Penalty: 2833.299805
	Iteration 13Q: 3 clusters Score -781605.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -781620.875000 Penalty: 2833.299805
	Iteration 14Q: 3 clusters Score -781620.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -781640.687500 Penalty: 2833.299805
	Iteration 15Q: 3 clusters Score -781640.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -781662.250000 Penalty: 2833.299805
	Iteration 16Q: 3 clusters Score -781662.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -781682.125000 Penalty: 2833.299805
	Iteration 17Q: 3 clusters Score -781682.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -781696.062500 Penalty: 2833.299805
	Iteration 18Q: 3 clusters Score -781696.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -781700.562500 Penalty: 2833.299805
	Iteration 19Q: 3 clusters Score -781700.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -781705.062500 Penalty: 2833.299805
	Iteration 20F: 3 clusters Score -781705.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -781714.000000 Penalty: 2833.299805
	Iteration 21Q: 3 clusters Score -781714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -781721.250000 Penalty: 2833.299805
	Iteration 22Q: 3 clusters Score -781721.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -781724.937500 Penalty: 2833.299805
	Iteration 23Q: 3 clusters Score -781724.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -781729.062500 Penalty: 2833.299805
	Iteration 24Q: 3 clusters Score -781729.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -781730.312500 Penalty: 2833.299805
	Iteration 25Q: 3 clusters Score -781730.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -781732.375000 Penalty: 2833.299805
	Iteration 26Q: 3 clusters Score -781732.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -781735.625000 Penalty: 2833.299805
	Iteration 27Q: 3 clusters Score -781735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -781736.062500 Penalty: 2833.299805
	Iteration 28Q: 3 clusters Score -781736.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -781736.437500 Penalty: 2833.299805
	Iteration 29Q: 3 clusters Score -781736.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -781736.250000 Penalty: 2833.299805
	Iteration 30Q: 3 clusters Score -781736.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -781736.250000 Penalty: 2833.299805
	Iteration 31F: 3 clusters Score -781736.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Entering Unmasked Estep 
Score: -629142.250000 Penalty: 1374.575806
	Iteration 0F: 2 clusters Score -629142.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -625427.312500 Penalty: 2749.151611
	Iteration 0F: 3 clusters Score -625427.3 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -626730.000000 Penalty: 2749.151611
	Iteration 1F: 3 clusters Score -626730 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -627063.125000 Penalty: 2749.151611
	Iteration 2F: 3 clusters Score -627063.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -627329.625000 Penalty: 2749.151611
	Iteration 3F: 3 clusters Score -627329.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -627590.750000 Penalty: 2749.151611
	Iteration 4F: 3 clusters Score -627590.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -627826.312500 Penalty: 2749.151611
	Iteration 5F: 3 clusters Score -627826.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -628007.437500 Penalty: 2749.151611
	Iteration 6F: 3 clusters Score -628007.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -628124.812500 Penalty: 2749.151611
	Iteration 7Q: 3 clusters Score -628124.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -628191.375000 Penalty: 2749.151611
	Iteration 8Q: 3 clusters Score -628191.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -628236.187500 Penalty: 2749.151611
	Iteration 9Q: 3 clusters Score -628236.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -628265.187500 Penalty: 2749.151611
	Iteration 10Q: 3 clusters Score -628265.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -628289.562500 Penalty: 2749.151611
	Iteration 11Q: 3 clusters Score -628289.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -628306.625000 Penalty: 2749.151611
	Iteration 12Q: 3 clusters Score -628306.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -628316.937500 Penalty: 2749.151611
	Iteration 13Q: 3 clusters Score -628316.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -628322.875000 Penalty: 2749.151611
	Iteration 14Q: 3 clusters Score -628322.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -628325.562500 Penalty: 2749.151611
	Iteration 15Q: 3 clusters Score -628325.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -628327.812500 Penalty: 2749.151611
	Iteration 16Q: 3 clusters Score -628327.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -628332.500000 Penalty: 2749.151611
	Iteration 17Q: 3 clusters Score -628332.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -628336.125000 Penalty: 2749.151611
	Iteration 18Q: 3 clusters Score -628336.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -628338.625000 Penalty: 2749.151611
	Iteration 19Q: 3 clusters Score -628338.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -628338.000000 Penalty: 2749.151611
	Iteration 20F: 3 clusters Score -628338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -628339.687500 Penalty: 2749.151611
	Iteration 21Q: 3 clusters Score -628339.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -628342.062500 Penalty: 2749.151611
	Iteration 22Q: 3 clusters Score -628342.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -628342.062500 Penalty: 2749.151611
	Iteration 23Q: 3 clusters Score -628342.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -628343.875000 Penalty: 2749.151611
	Iteration 24Q: 3 clusters Score -628343.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -628343.125000 Penalty: 2749.151611
	Iteration 25Q: 3 clusters Score -628343.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -628343.250000 Penalty: 2749.151611
	Iteration 26Q: 3 clusters Score -628343.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -628342.500000 Penalty: 2749.151611
	Iteration 27Q: 3 clusters Score -628342.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -628342.500000 Penalty: 2749.151611
	Iteration 28F: 3 clusters Score -628342.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Entering Unmasked Estep 
Score: -150825.734375 Penalty: 1148.992676
	Iteration 0F: 2 clusters Score -150825.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -149288.984375 Penalty: 2297.985352
	Iteration 0F: 3 clusters Score -149289 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -149634.687500 Penalty: 2297.985352
	Iteration 1F: 3 clusters Score -149634.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -149749.359375 Penalty: 2297.985352
	Iteration 2F: 3 clusters Score -149749.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -149832.875000 Penalty: 2297.985352
	Iteration 3F: 3 clusters Score -149832.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -149909.546875 Penalty: 2297.985352
	Iteration 4Q: 3 clusters Score -149909.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -149985.250000 Penalty: 2297.985352
	Iteration 5Q: 3 clusters Score -149985.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -150051.578125 Penalty: 2297.985352
	Iteration 6Q: 3 clusters Score -150051.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -150103.609375 Penalty: 2297.985352
	Iteration 7Q: 3 clusters Score -150103.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -150135.765625 Penalty: 2297.985352
	Iteration 8Q: 3 clusters Score -150135.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -150184.312500 Penalty: 2297.985352
	Iteration 9Q: 3 clusters Score -150184.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -150220.750000 Penalty: 2297.985352
	Iteration 10Q: 3 clusters Score -150220.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -150243.968750 Penalty: 2297.985352
	Iteration 11Q: 3 clusters Score -150244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -150264.640625 Penalty: 2297.985352
	Iteration 12Q: 3 clusters Score -150264.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -150275.453125 Penalty: 2297.985352
	Iteration 13Q: 3 clusters Score -150275.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -150282.734375 Penalty: 2297.985352
	Iteration 14Q: 3 clusters Score -150282.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -150289.843750 Penalty: 2297.985352
	Iteration 15Q: 3 clusters Score -150289.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -150293.031250 Penalty: 2297.985352
	Iteration 16Q: 3 clusters Score -150293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -150294.359375 Penalty: 2297.985352
	Iteration 17Q: 3 clusters Score -150294.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -150294.359375 Penalty: 2297.985352
	Iteration 18F: 3 clusters Score -150294.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -251440.296875 Penalty: 1231.115845
	Iteration 0F: 2 clusters Score -251440.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -249364.796875 Penalty: 2462.231689
	Iteration 0F: 3 clusters Score -249364.8 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -249844.765625 Penalty: 2462.231689
	Iteration 1F: 3 clusters Score -249844.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -249978.359375 Penalty: 2462.231689
	Iteration 2F: 3 clusters Score -249978.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -250050.078125 Penalty: 2462.231689
	Iteration 3Q: 3 clusters Score -250050.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -250129.656250 Penalty: 2462.231689
	Iteration 4Q: 3 clusters Score -250129.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -250186.984375 Penalty: 2462.231689
	Iteration 5Q: 3 clusters Score -250187 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -250231.031250 Penalty: 2462.231689
	Iteration 6Q: 3 clusters Score -250231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -250266.562500 Penalty: 2462.231689
	Iteration 7Q: 3 clusters Score -250266.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -250295.078125 Penalty: 2462.231689
	Iteration 8Q: 3 clusters Score -250295.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -250321.250000 Penalty: 2462.231689
	Iteration 9Q: 3 clusters Score -250321.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -250344.718750 Penalty: 2462.231689
	Iteration 10Q: 3 clusters Score -250344.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -250361.531250 Penalty: 2462.231689
	Iteration 11Q: 3 clusters Score -250361.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -250387.031250 Penalty: 2462.231689
	Iteration 12Q: 3 clusters Score -250387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -250407.562500 Penalty: 2462.231689
	Iteration 13Q: 3 clusters Score -250407.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -250423.609375 Penalty: 2462.231689
	Iteration 14Q: 3 clusters Score -250423.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -250443.609375 Penalty: 2462.231689
	Iteration 15Q: 3 clusters Score -250443.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -250452.828125 Penalty: 2462.231689
	Iteration 16Q: 3 clusters Score -250452.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -250460.187500 Penalty: 2462.231689
	Iteration 17Q: 3 clusters Score -250460.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -250465.328125 Penalty: 2462.231689
	Iteration 18Q: 3 clusters Score -250465.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -250468.578125 Penalty: 2462.231689
	Iteration 19Q: 3 clusters Score -250468.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -250472.953125 Penalty: 2462.231689
	Iteration 20F: 3 clusters Score -250473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -250479.031250 Penalty: 2462.231689
	Iteration 21Q: 3 clusters Score -250479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -250483.656250 Penalty: 2462.231689
	Iteration 22Q: 3 clusters Score -250483.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -250489.343750 Penalty: 2462.231689
	Iteration 23Q: 3 clusters Score -250489.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -250496.796875 Penalty: 2462.231689
	Iteration 24Q: 3 clusters Score -250496.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -250500.875000 Penalty: 2462.231689
	Iteration 25Q: 3 clusters Score -250500.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -250505.000000 Penalty: 2462.231689
	Iteration 26Q: 3 clusters Score -250505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -250510.875000 Penalty: 2462.231689
	Iteration 27Q: 3 clusters Score -250510.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -250515.250000 Penalty: 2462.231689
	Iteration 28Q: 3 clusters Score -250515.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -250519.703125 Penalty: 2462.231689
	Iteration 29Q: 3 clusters Score -250519.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -250526.484375 Penalty: 2462.231689
	Iteration 30Q: 3 clusters Score -250526.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -250533.640625 Penalty: 2462.231689
	Iteration 31Q: 3 clusters Score -250533.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -250539.328125 Penalty: 2462.231689
	Iteration 32Q: 3 clusters Score -250539.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -250542.265625 Penalty: 2462.231689
	Iteration 33Q: 3 clusters Score -250542.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -250545.062500 Penalty: 2462.231689
	Iteration 34Q: 3 clusters Score -250545.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -250547.234375 Penalty: 2462.231689
	Iteration 35Q: 3 clusters Score -250547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -250549.890625 Penalty: 2462.231689
	Iteration 36Q: 3 clusters Score -250549.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -250551.781250 Penalty: 2462.231689
	Iteration 37Q: 3 clusters Score -250551.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -250554.390625 Penalty: 2462.231689
	Iteration 38Q: 3 clusters Score -250554.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -250557.703125 Penalty: 2462.231689
	Iteration 39Q: 3 clusters Score -250557.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -250561.218750 Penalty: 2462.231689
	Iteration 40F: 3 clusters Score -250561.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -250565.359375 Penalty: 2462.231689
	Iteration 41Q: 3 clusters Score -250565.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -250573.000000 Penalty: 2462.231689
	Iteration 42Q: 3 clusters Score -250573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -250579.750000 Penalty: 2462.231689
	Iteration 43Q: 3 clusters Score -250579.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -250590.250000 Penalty: 2462.231689
	Iteration 44Q: 3 clusters Score -250590.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -250597.093750 Penalty: 2462.231689
	Iteration 45Q: 3 clusters Score -250597.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -250603.703125 Penalty: 2462.231689
	Iteration 46Q: 3 clusters Score -250603.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -250612.812500 Penalty: 2462.231689
	Iteration 47Q: 3 clusters Score -250612.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -250626.937500 Penalty: 2462.231689
	Iteration 48Q: 3 clusters Score -250626.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -250643.859375 Penalty: 2462.231689
	Iteration 49Q: 3 clusters Score -250643.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -250669.421875 Penalty: 2462.231689
	Iteration 50Q: 3 clusters Score -250669.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -250699.625000 Penalty: 2462.231689
	Iteration 51Q: 3 clusters Score -250699.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -250720.281250 Penalty: 2462.231689
	Iteration 52Q: 3 clusters Score -250720.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -250744.640625 Penalty: 2462.231689
	Iteration 53Q: 3 clusters Score -250744.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -250769.312500 Penalty: 2462.231689
	Iteration 54Q: 3 clusters Score -250769.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -250786.593750 Penalty: 2462.231689
	Iteration 55Q: 3 clusters Score -250786.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -250795.484375 Penalty: 2462.231689
	Iteration 56Q: 3 clusters Score -250795.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -250799.578125 Penalty: 2462.231689
	Iteration 57Q: 3 clusters Score -250799.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -250803.593750 Penalty: 2462.231689
	Iteration 58Q: 3 clusters Score -250803.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -250805.656250 Penalty: 2462.231689
	Iteration 59Q: 3 clusters Score -250805.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -250806.312500 Penalty: 2462.231689
	Iteration 60F: 3 clusters Score -250806.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -250807.156250 Penalty: 2462.231689
	Iteration 61Q: 3 clusters Score -250807.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -250807.156250 Penalty: 2462.231689
	Iteration 62F: 3 clusters Score -250807.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (14965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Entering Unmasked Estep 
Score: -2276386.250000 Penalty: 1562.188721
	Iteration 0F: 2 clusters Score -2276386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2266320.500000 Penalty: 3124.377441
	Iteration 0F: 3 clusters Score -2266320 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2270022.750000 Penalty: 3124.377441
	Iteration 1F: 3 clusters Score -2270023 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2270361.750000 Penalty: 3124.377441
	Iteration 2F: 3 clusters Score -2270362 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2270634.750000 Penalty: 3124.377441
	Iteration 3Q: 3 clusters Score -2270635 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2270893.000000 Penalty: 3124.377441
	Iteration 4Q: 3 clusters Score -2270893 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2271131.500000 Penalty: 3124.377441
	Iteration 5Q: 3 clusters Score -2271132 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2271375.250000 Penalty: 3124.377441
	Iteration 6Q: 3 clusters Score -2271375 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2271617.750000 Penalty: 3124.377441
	Iteration 7Q: 3 clusters Score -2271618 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2271877.750000 Penalty: 3124.377441
	Iteration 8Q: 3 clusters Score -2271878 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2272141.250000 Penalty: 3124.377441
	Iteration 9Q: 3 clusters Score -2272141 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2272411.000000 Penalty: 3124.377441
	Iteration 10Q: 3 clusters Score -2272411 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2272707.750000 Penalty: 3124.377441
	Iteration 11Q: 3 clusters Score -2272708 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2272935.500000 Penalty: 3124.377441
	Iteration 12Q: 3 clusters Score -2272936 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2273123.000000 Penalty: 3124.377441
	Iteration 13Q: 3 clusters Score -2273123 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2273217.750000 Penalty: 3124.377441
	Iteration 14Q: 3 clusters Score -2273218 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2273298.250000 Penalty: 3124.377441
	Iteration 15Q: 3 clusters Score -2273298 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2273368.250000 Penalty: 3124.377441
	Iteration 16Q: 3 clusters Score -2273368 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2273429.750000 Penalty: 3124.377441
	Iteration 17Q: 3 clusters Score -2273430 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2273506.500000 Penalty: 3124.377441
	Iteration 18Q: 3 clusters Score -2273506 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2273583.750000 Penalty: 3124.377441
	Iteration 19Q: 3 clusters Score -2273584 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2273634.750000 Penalty: 3124.377441
	Iteration 20F: 3 clusters Score -2273635 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2273707.250000 Penalty: 3124.377441
	Iteration 21Q: 3 clusters Score -2273707 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2273776.250000 Penalty: 3124.377441
	Iteration 22Q: 3 clusters Score -2273776 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2273854.000000 Penalty: 3124.377441
	Iteration 23Q: 3 clusters Score -2273854 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2273914.500000 Penalty: 3124.377441
	Iteration 24Q: 3 clusters Score -2273914 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2273995.750000 Penalty: 3124.377441
	Iteration 25Q: 3 clusters Score -2273996 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2274080.250000 Penalty: 3124.377441
	Iteration 26Q: 3 clusters Score -2274080 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2274191.750000 Penalty: 3124.377441
	Iteration 27Q: 3 clusters Score -2274192 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2274273.500000 Penalty: 3124.377441
	Iteration 28Q: 3 clusters Score -2274274 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2274352.500000 Penalty: 3124.377441
	Iteration 29Q: 3 clusters Score -2274352 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2274424.750000 Penalty: 3124.377441
	Iteration 30Q: 3 clusters Score -2274425 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2274487.250000 Penalty: 3124.377441
	Iteration 31Q: 3 clusters Score -2274487 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2274564.500000 Penalty: 3124.377441
	Iteration 32Q: 3 clusters Score -2274564 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2274625.000000 Penalty: 3124.377441
	Iteration 33Q: 3 clusters Score -2274625 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2274692.250000 Penalty: 3124.377441
	Iteration 34Q: 3 clusters Score -2274692 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2274726.250000 Penalty: 3124.377441
	Iteration 35Q: 3 clusters Score -2274726 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2274760.250000 Penalty: 3124.377441
	Iteration 36Q: 3 clusters Score -2274760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2274794.250000 Penalty: 3124.377441
	Iteration 37Q: 3 clusters Score -2274794 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2274821.500000 Penalty: 3124.377441
	Iteration 38Q: 3 clusters Score -2274822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2274842.250000 Penalty: 3124.377441
	Iteration 39Q: 3 clusters Score -2274842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2274866.250000 Penalty: 3124.377441
	Iteration 40F: 3 clusters Score -2274866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2274877.250000 Penalty: 3124.377441
	Iteration 41Q: 3 clusters Score -2274877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2274898.500000 Penalty: 3124.377441
	Iteration 42Q: 3 clusters Score -2274898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2274918.250000 Penalty: 3124.377441
	Iteration 43Q: 3 clusters Score -2274918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2274939.500000 Penalty: 3124.377441
	Iteration 44Q: 3 clusters Score -2274940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2274951.750000 Penalty: 3124.377441
	Iteration 45Q: 3 clusters Score -2274952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2274964.500000 Penalty: 3124.377441
	Iteration 46Q: 3 clusters Score -2274964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2274970.500000 Penalty: 3124.377441
	Iteration 47Q: 3 clusters Score -2274970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2274977.750000 Penalty: 3124.377441
	Iteration 48Q: 3 clusters Score -2274978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2274981.250000 Penalty: 3124.377441
	Iteration 49Q: 3 clusters Score -2274981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2274980.500000 Penalty: 3124.377441
	Iteration 50Q: 3 clusters Score -2274980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2274982.000000 Penalty: 3124.377441
	Iteration 51Q: 3 clusters Score -2274982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2274985.500000 Penalty: 3124.377441
	Iteration 52Q: 3 clusters Score -2274986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2274989.500000 Penalty: 3124.377441
	Iteration 53Q: 3 clusters Score -2274990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2274986.250000 Penalty: 3124.377441
	Iteration 54Q: 3 clusters Score -2274986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2274997.250000 Penalty: 3124.377441
	Iteration 55Q: 3 clusters Score -2274997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2274998.250000 Penalty: 3124.377441
	Iteration 56Q: 3 clusters Score -2274998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2275007.500000 Penalty: 3124.377441
	Iteration 57Q: 3 clusters Score -2275008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2275019.000000 Penalty: 3124.377441
	Iteration 58Q: 3 clusters Score -2275019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2275025.000000 Penalty: 3124.377441
	Iteration 59Q: 3 clusters Score -2275025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2275026.750000 Penalty: 3124.377441
	Iteration 60F: 3 clusters Score -2275027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2275029.500000 Penalty: 3124.377441
	Iteration 61Q: 3 clusters Score -2275030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2275038.750000 Penalty: 3124.377441
	Iteration 62Q: 3 clusters Score -2275039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2275039.250000 Penalty: 3124.377441
	Iteration 63Q: 3 clusters Score -2275039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2275042.250000 Penalty: 3124.377441
	Iteration 64Q: 3 clusters Score -2275042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2275042.000000 Penalty: 3124.377441
	Iteration 65Q: 3 clusters Score -2275042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2275044.000000 Penalty: 3124.377441
	Iteration 66Q: 3 clusters Score -2275044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2275044.000000 Penalty: 3124.377441
	Iteration 67Q: 3 clusters Score -2275044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2275045.500000 Penalty: 3124.377441
	Iteration 68Q: 3 clusters Score -2275046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2275045.500000 Penalty: 3124.377441
	Iteration 69F: 3 clusters Score -2275046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (19575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Entering Unmasked Estep 
Score: -2992707.250000 Penalty: 1605.826416
	Iteration 0F: 2 clusters Score -2992707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2980658.750000 Penalty: 3211.652832
	Iteration 0F: 3 clusters Score -2980659 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2985503.250000 Penalty: 3211.652832
	Iteration 1F: 3 clusters Score -2985503 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2985855.500000 Penalty: 3211.652832
	Iteration 2F: 3 clusters Score -2985856 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2986161.750000 Penalty: 3211.652832
	Iteration 3Q: 3 clusters Score -2986162 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2986444.250000 Penalty: 3211.652832
	Iteration 4Q: 3 clusters Score -2986444 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2986656.500000 Penalty: 3211.652832
	Iteration 5Q: 3 clusters Score -2986656 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2986819.500000 Penalty: 3211.652832
	Iteration 6Q: 3 clusters Score -2986820 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2986983.500000 Penalty: 3211.652832
	Iteration 7Q: 3 clusters Score -2986984 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2987124.750000 Penalty: 3211.652832
	Iteration 8Q: 3 clusters Score -2987125 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2987289.250000 Penalty: 3211.652832
	Iteration 9Q: 3 clusters Score -2987289 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2987429.250000 Penalty: 3211.652832
	Iteration 10Q: 3 clusters Score -2987429 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2987600.000000 Penalty: 3211.652832
	Iteration 11Q: 3 clusters Score -2987600 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2987762.750000 Penalty: 3211.652832
	Iteration 12Q: 3 clusters Score -2987763 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2987929.000000 Penalty: 3211.652832
	Iteration 13Q: 3 clusters Score -2987929 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2988084.500000 Penalty: 3211.652832
	Iteration 14Q: 3 clusters Score -2988084 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2988224.750000 Penalty: 3211.652832
	Iteration 15Q: 3 clusters Score -2988225 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2988418.750000 Penalty: 3211.652832
	Iteration 16Q: 3 clusters Score -2988419 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2988640.750000 Penalty: 3211.652832
	Iteration 17Q: 3 clusters Score -2988641 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2988894.000000 Penalty: 3211.652832
	Iteration 18Q: 3 clusters Score -2988894 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2989091.250000 Penalty: 3211.652832
	Iteration 19Q: 3 clusters Score -2989091 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2989265.250000 Penalty: 3211.652832
	Iteration 20F: 3 clusters Score -2989265 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2989417.750000 Penalty: 3211.652832
	Iteration 21Q: 3 clusters Score -2989418 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2989525.500000 Penalty: 3211.652832
	Iteration 22Q: 3 clusters Score -2989526 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2989619.000000 Penalty: 3211.652832
	Iteration 23Q: 3 clusters Score -2989619 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2989713.500000 Penalty: 3211.652832
	Iteration 24Q: 3 clusters Score -2989714 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2989758.000000 Penalty: 3211.652832
	Iteration 25Q: 3 clusters Score -2989758 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2989798.250000 Penalty: 3211.652832
	Iteration 26Q: 3 clusters Score -2989798 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2989839.750000 Penalty: 3211.652832
	Iteration 27Q: 3 clusters Score -2989840 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2989898.000000 Penalty: 3211.652832
	Iteration 28Q: 3 clusters Score -2989898 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2989939.750000 Penalty: 3211.652832
	Iteration 29Q: 3 clusters Score -2989940 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2989990.500000 Penalty: 3211.652832
	Iteration 30Q: 3 clusters Score -2989990 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2990052.500000 Penalty: 3211.652832
	Iteration 31Q: 3 clusters Score -2990052 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2990102.500000 Penalty: 3211.652832
	Iteration 32Q: 3 clusters Score -2990102 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2990147.500000 Penalty: 3211.652832
	Iteration 33Q: 3 clusters Score -2990148 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2990195.250000 Penalty: 3211.652832
	Iteration 34Q: 3 clusters Score -2990195 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2990254.500000 Penalty: 3211.652832
	Iteration 35Q: 3 clusters Score -2990254 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2990320.500000 Penalty: 3211.652832
	Iteration 36Q: 3 clusters Score -2990320 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2990377.000000 Penalty: 3211.652832
	Iteration 37Q: 3 clusters Score -2990377 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2990464.250000 Penalty: 3211.652832
	Iteration 38Q: 3 clusters Score -2990464 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2990542.000000 Penalty: 3211.652832
	Iteration 39Q: 3 clusters Score -2990542 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2990616.250000 Penalty: 3211.652832
	Iteration 40F: 3 clusters Score -2990616 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2990696.250000 Penalty: 3211.652832
	Iteration 41Q: 3 clusters Score -2990696 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2990760.750000 Penalty: 3211.652832
	Iteration 42Q: 3 clusters Score -2990761 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2990837.250000 Penalty: 3211.652832
	Iteration 43Q: 3 clusters Score -2990837 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2990920.000000 Penalty: 3211.652832
	Iteration 44Q: 3 clusters Score -2990920 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2991013.250000 Penalty: 3211.652832
	Iteration 45Q: 3 clusters Score -2991013 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2991095.750000 Penalty: 3211.652832
	Iteration 46Q: 3 clusters Score -2991096 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2991195.000000 Penalty: 3211.652832
	Iteration 47Q: 3 clusters Score -2991195 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2991287.750000 Penalty: 3211.652832
	Iteration 48Q: 3 clusters Score -2991288 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2991355.750000 Penalty: 3211.652832
	Iteration 49Q: 3 clusters Score -2991356 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2991401.000000 Penalty: 3211.652832
	Iteration 50Q: 3 clusters Score -2991401 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2991432.000000 Penalty: 3211.652832
	Iteration 51Q: 3 clusters Score -2991432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2991443.250000 Penalty: 3211.652832
	Iteration 52Q: 3 clusters Score -2991443 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2991450.750000 Penalty: 3211.652832
	Iteration 53Q: 3 clusters Score -2991451 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2991459.500000 Penalty: 3211.652832
	Iteration 54Q: 3 clusters Score -2991460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2991473.250000 Penalty: 3211.652832
	Iteration 55Q: 3 clusters Score -2991473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2991477.500000 Penalty: 3211.652832
	Iteration 56Q: 3 clusters Score -2991478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2991489.250000 Penalty: 3211.652832
	Iteration 57Q: 3 clusters Score -2991489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2991496.000000 Penalty: 3211.652832
	Iteration 58Q: 3 clusters Score -2991496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2991509.000000 Penalty: 3211.652832
	Iteration 59Q: 3 clusters Score -2991509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2991521.750000 Penalty: 3211.652832
	Iteration 60F: 3 clusters Score -2991522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2991518.500000 Penalty: 3211.652832
	Iteration 61Q: 3 clusters Score -2991518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2991522.500000 Penalty: 3211.652832
	Iteration 62Q: 3 clusters Score -2991522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2991523.750000 Penalty: 3211.652832
	Iteration 63Q: 3 clusters Score -2991524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2991528.500000 Penalty: 3211.652832
	Iteration 64Q: 3 clusters Score -2991528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2991544.750000 Penalty: 3211.652832
	Iteration 65Q: 3 clusters Score -2991545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2991553.250000 Penalty: 3211.652832
	Iteration 66Q: 3 clusters Score -2991553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2991560.000000 Penalty: 3211.652832
	Iteration 67Q: 3 clusters Score -2991560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2991560.750000 Penalty: 3211.652832
	Iteration 68Q: 3 clusters Score -2991561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2991568.750000 Penalty: 3211.652832
	Iteration 69Q: 3 clusters Score -2991569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2991570.750000 Penalty: 3211.652832
	Iteration 70Q: 3 clusters Score -2991571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2991574.000000 Penalty: 3211.652832
	Iteration 71Q: 3 clusters Score -2991574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2991573.000000 Penalty: 3211.652832
	Iteration 72Q: 3 clusters Score -2991573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2991577.500000 Penalty: 3211.652832
	Iteration 73Q: 3 clusters Score -2991578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2991579.000000 Penalty: 3211.652832
	Iteration 74Q: 3 clusters Score -2991579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2991580.250000 Penalty: 3211.652832
	Iteration 75Q: 3 clusters Score -2991580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2991580.750000 Penalty: 3211.652832
	Iteration 76Q: 3 clusters Score -2991581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2991579.750000 Penalty: 3211.652832
	Iteration 77Q: 3 clusters Score -2991580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2991581.750000 Penalty: 3211.652832
	Iteration 78Q: 3 clusters Score -2991582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2991584.500000 Penalty: 3211.652832
	Iteration 79Q: 3 clusters Score -2991584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2991582.750000 Penalty: 3211.652832
	Iteration 80F: 3 clusters Score -2991583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2991583.250000 Penalty: 3211.652832
	Iteration 81Q: 3 clusters Score -2991583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2991581.250000 Penalty: 3211.652832
	Iteration 82Q: 3 clusters Score -2991581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2991585.000000 Penalty: 3211.652832
	Iteration 83Q: 3 clusters Score -2991585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2991585.000000 Penalty: 3211.652832
	Iteration 84F: 3 clusters Score -2991585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Entering Unmasked Estep 
Score: -832141.375000 Penalty: 1410.857422
	Iteration 0F: 2 clusters Score -832141.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -827598.437500 Penalty: 2821.714844
	Iteration 0F: 3 clusters Score -827598.4 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -828992.625000 Penalty: 2821.714844
	Iteration 1F: 3 clusters Score -828992.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -829186.750000 Penalty: 2821.714844
	Iteration 2F: 3 clusters Score -829186.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -829316.562500 Penalty: 2821.714844
	Iteration 3F: 3 clusters Score -829316.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -829407.875000 Penalty: 2821.714844
	Iteration 4Q: 3 clusters Score -829407.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -829486.750000 Penalty: 2821.714844
	Iteration 5Q: 3 clusters Score -829486.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -829567.437500 Penalty: 2821.714844
	Iteration 6Q: 3 clusters Score -829567.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -829641.062500 Penalty: 2821.714844
	Iteration 7Q: 3 clusters Score -829641.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -829718.812500 Penalty: 2821.714844
	Iteration 8Q: 3 clusters Score -829718.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -829828.562500 Penalty: 2821.714844
	Iteration 9Q: 3 clusters Score -829828.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -829958.875000 Penalty: 2821.714844
	Iteration 10Q: 3 clusters Score -829958.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -830105.500000 Penalty: 2821.714844
	Iteration 11Q: 3 clusters Score -830105.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -830260.125000 Penalty: 2821.714844
	Iteration 12Q: 3 clusters Score -830260.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -830408.312500 Penalty: 2821.714844
	Iteration 13Q: 3 clusters Score -830408.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -830560.187500 Penalty: 2821.714844
	Iteration 14Q: 3 clusters Score -830560.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -830680.375000 Penalty: 2821.714844
	Iteration 15Q: 3 clusters Score -830680.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -830772.375000 Penalty: 2821.714844
	Iteration 16Q: 3 clusters Score -830772.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -830839.500000 Penalty: 2821.714844
	Iteration 17Q: 3 clusters Score -830839.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -830880.250000 Penalty: 2821.714844
	Iteration 18Q: 3 clusters Score -830880.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -830912.375000 Penalty: 2821.714844
	Iteration 19Q: 3 clusters Score -830912.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -830942.625000 Penalty: 2821.714844
	Iteration 20F: 3 clusters Score -830942.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -830973.812500 Penalty: 2821.714844
	Iteration 21Q: 3 clusters Score -830973.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -830991.250000 Penalty: 2821.714844
	Iteration 22Q: 3 clusters Score -830991.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -831003.500000 Penalty: 2821.714844
	Iteration 23Q: 3 clusters Score -831003.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -831016.250000 Penalty: 2821.714844
	Iteration 24Q: 3 clusters Score -831016.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -831022.625000 Penalty: 2821.714844
	Iteration 25Q: 3 clusters Score -831022.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -831027.750000 Penalty: 2821.714844
	Iteration 26Q: 3 clusters Score -831027.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -831034.312500 Penalty: 2821.714844
	Iteration 27Q: 3 clusters Score -831034.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -831041.250000 Penalty: 2821.714844
	Iteration 28Q: 3 clusters Score -831041.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -831046.000000 Penalty: 2821.714844
	Iteration 29Q: 3 clusters Score -831046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -831049.375000 Penalty: 2821.714844
	Iteration 30Q: 3 clusters Score -831049.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -831053.125000 Penalty: 2821.714844
	Iteration 31Q: 3 clusters Score -831053.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -831059.687500 Penalty: 2821.714844
	Iteration 32Q: 3 clusters Score -831059.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -831066.375000 Penalty: 2821.714844
	Iteration 33Q: 3 clusters Score -831066.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -831070.125000 Penalty: 2821.714844
	Iteration 34Q: 3 clusters Score -831070.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -831069.812500 Penalty: 2821.714844
	Iteration 35Q: 3 clusters Score -831069.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -831071.625000 Penalty: 2821.714844
	Iteration 36Q: 3 clusters Score -831071.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -831074.000000 Penalty: 2821.714844
	Iteration 37Q: 3 clusters Score -831074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -831073.687500 Penalty: 2821.714844
	Iteration 38Q: 3 clusters Score -831073.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -831075.875000 Penalty: 2821.714844
	Iteration 39Q: 3 clusters Score -831075.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -831075.812500 Penalty: 2821.714844
	Iteration 40F: 3 clusters Score -831075.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -171226.671875 Penalty: 1172.237427
	Iteration 0F: 2 clusters Score -171226.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -169586.921875 Penalty: 2344.474854
	Iteration 0F: 3 clusters Score -169586.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -170192.515625 Penalty: 2344.474854
	Iteration 1F: 3 clusters Score -170192.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -170499.484375 Penalty: 2344.474854
	Iteration 2F: 3 clusters Score -170499.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -170709.265625 Penalty: 2344.474854
	Iteration 3F: 3 clusters Score -170709.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -170815.375000 Penalty: 2344.474854
	Iteration 4F: 3 clusters Score -170815.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -170899.218750 Penalty: 2344.474854
	Iteration 5Q: 3 clusters Score -170899.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -170976.203125 Penalty: 2344.474854
	Iteration 6Q: 3 clusters Score -170976.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -171059.015625 Penalty: 2344.474854
	Iteration 7Q: 3 clusters Score -171059 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -171128.265625 Penalty: 2344.474854
	Iteration 8Q: 3 clusters Score -171128.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -171199.296875 Penalty: 2344.474854
	Iteration 9Q: 3 clusters Score -171199.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -171243.937500 Penalty: 2344.474854
	Iteration 10Q: 3 clusters Score -171243.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -171276.921875 Penalty: 2344.474854
	Iteration 11Q: 3 clusters Score -171276.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -171313.781250 Penalty: 2344.474854
	Iteration 12Q: 3 clusters Score -171313.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -171332.796875 Penalty: 2344.474854
	Iteration 13Q: 3 clusters Score -171332.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -171350.515625 Penalty: 2344.474854
	Iteration 14Q: 3 clusters Score -171350.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -171362.953125 Penalty: 2344.474854
	Iteration 15Q: 3 clusters Score -171363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -171372.078125 Penalty: 2344.474854
	Iteration 16Q: 3 clusters Score -171372.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -171375.156250 Penalty: 2344.474854
	Iteration 17Q: 3 clusters Score -171375.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -171379.031250 Penalty: 2344.474854
	Iteration 18Q: 3 clusters Score -171379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -171382.171875 Penalty: 2344.474854
	Iteration 19Q: 3 clusters Score -171382.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -171384.578125 Penalty: 2344.474854
	Iteration 20F: 3 clusters Score -171384.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -171389.296875 Penalty: 2344.474854
	Iteration 21Q: 3 clusters Score -171389.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -171389.843750 Penalty: 2344.474854
	Iteration 22Q: 3 clusters Score -171389.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -171389.843750 Penalty: 2344.474854
	Iteration 23F: 3 clusters Score -171389.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16602 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10851 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 21697 members 
Mstep: Class 13 contains 8316 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4171 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7940 members 
Mstep: Class 25 contains 13323 members 
Mstep: Class 26 contains 8082 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12214 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31409 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24785 members 
Mstep: Class 44 contains 16041 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19144 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1331 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12241 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14620 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19575 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 637 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23855 members 
Mstep: Class 70 contains 14768 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5011 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15495 members 
Mstep: Class 81 contains 721 members 
Entering Unmasked Estep 
Score: -85943424.000000 Penalty: 175152.437500
Splitting cluster 65 changes total score from -85944176.000000 to -85943424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -224503.718750 Penalty: 1203.886230
	Iteration 0F: 2 clusters Score -224503.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -222640.625000 Penalty: 2407.772461
	Iteration 0F: 3 clusters Score -222640.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -222994.718750 Penalty: 2407.772461
	Iteration 1F: 3 clusters Score -222994.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -223084.062500 Penalty: 2407.772461
	Iteration 2F: 3 clusters Score -223084.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -223130.250000 Penalty: 2407.772461
	Iteration 3Q: 3 clusters Score -223130.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -223161.078125 Penalty: 2407.772461
	Iteration 4Q: 3 clusters Score -223161.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -223188.781250 Penalty: 2407.772461
	Iteration 5Q: 3 clusters Score -223188.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -223211.453125 Penalty: 2407.772461
	Iteration 6Q: 3 clusters Score -223211.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -223237.046875 Penalty: 2407.772461
	Iteration 7Q: 3 clusters Score -223237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -223254.125000 Penalty: 2407.772461
	Iteration 8Q: 3 clusters Score -223254.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -223268.968750 Penalty: 2407.772461
	Iteration 9Q: 3 clusters Score -223269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -223288.750000 Penalty: 2407.772461
	Iteration 10Q: 3 clusters Score -223288.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -223309.203125 Penalty: 2407.772461
	Iteration 11Q: 3 clusters Score -223309.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -223325.187500 Penalty: 2407.772461
	Iteration 12Q: 3 clusters Score -223325.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -223337.437500 Penalty: 2407.772461
	Iteration 13Q: 3 clusters Score -223337.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -223347.125000 Penalty: 2407.772461
	Iteration 14Q: 3 clusters Score -223347.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -223354.875000 Penalty: 2407.772461
	Iteration 15Q: 3 clusters Score -223354.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -223362.562500 Penalty: 2407.772461
	Iteration 16Q: 3 clusters Score -223362.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -223374.515625 Penalty: 2407.772461
	Iteration 17Q: 3 clusters Score -223374.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -223393.281250 Penalty: 2407.772461
	Iteration 18Q: 3 clusters Score -223393.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -223414.203125 Penalty: 2407.772461
	Iteration 19Q: 3 clusters Score -223414.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -223427.484375 Penalty: 2407.772461
	Iteration 20F: 3 clusters Score -223427.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -223441.734375 Penalty: 2407.772461
	Iteration 21Q: 3 clusters Score -223441.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -223459.218750 Penalty: 2407.772461
	Iteration 22Q: 3 clusters Score -223459.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -223473.312500 Penalty: 2407.772461
	Iteration 23Q: 3 clusters Score -223473.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -223485.718750 Penalty: 2407.772461
	Iteration 24Q: 3 clusters Score -223485.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -223503.000000 Penalty: 2407.772461
	Iteration 25Q: 3 clusters Score -223503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -223522.625000 Penalty: 2407.772461
	Iteration 26Q: 3 clusters Score -223522.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -223544.859375 Penalty: 2407.772461
	Iteration 27Q: 3 clusters Score -223544.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -223553.562500 Penalty: 2407.772461
	Iteration 28Q: 3 clusters Score -223553.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -223561.156250 Penalty: 2407.772461
	Iteration 29Q: 3 clusters Score -223561.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -223570.812500 Penalty: 2407.772461
	Iteration 30Q: 3 clusters Score -223570.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -223577.500000 Penalty: 2407.772461
	Iteration 31Q: 3 clusters Score -223577.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -223582.281250 Penalty: 2407.772461
	Iteration 32Q: 3 clusters Score -223582.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -223591.093750 Penalty: 2407.772461
	Iteration 33Q: 3 clusters Score -223591.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -223604.921875 Penalty: 2407.772461
	Iteration 34Q: 3 clusters Score -223604.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -223630.156250 Penalty: 2407.772461
	Iteration 35Q: 3 clusters Score -223630.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -223650.828125 Penalty: 2407.772461
	Iteration 36Q: 3 clusters Score -223650.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -223670.843750 Penalty: 2407.772461
	Iteration 37Q: 3 clusters Score -223670.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -223689.796875 Penalty: 2407.772461
	Iteration 38Q: 3 clusters Score -223689.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -223698.703125 Penalty: 2407.772461
	Iteration 39Q: 3 clusters Score -223698.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -223705.000000 Penalty: 2407.772461
	Iteration 40F: 3 clusters Score -223705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -223709.796875 Penalty: 2407.772461
	Iteration 41Q: 3 clusters Score -223709.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -223714.984375 Penalty: 2407.772461
	Iteration 42Q: 3 clusters Score -223715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -223720.203125 Penalty: 2407.772461
	Iteration 43Q: 3 clusters Score -223720.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -223725.765625 Penalty: 2407.772461
	Iteration 44Q: 3 clusters Score -223725.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -223734.328125 Penalty: 2407.772461
	Iteration 45Q: 3 clusters Score -223734.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -223741.031250 Penalty: 2407.772461
	Iteration 46Q: 3 clusters Score -223741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -223745.328125 Penalty: 2407.772461
	Iteration 47Q: 3 clusters Score -223745.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -223749.406250 Penalty: 2407.772461
	Iteration 48Q: 3 clusters Score -223749.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -223752.140625 Penalty: 2407.772461
	Iteration 49Q: 3 clusters Score -223752.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -223754.859375 Penalty: 2407.772461
	Iteration 50Q: 3 clusters Score -223754.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -223758.250000 Penalty: 2407.772461
	Iteration 51Q: 3 clusters Score -223758.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -223760.312500 Penalty: 2407.772461
	Iteration 52Q: 3 clusters Score -223760.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -223763.328125 Penalty: 2407.772461
	Iteration 53Q: 3 clusters Score -223763.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -223764.765625 Penalty: 2407.772461
	Iteration 54Q: 3 clusters Score -223764.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -223766.234375 Penalty: 2407.772461
	Iteration 55Q: 3 clusters Score -223766.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -223768.281250 Penalty: 2407.772461
	Iteration 56Q: 3 clusters Score -223768.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -223768.687500 Penalty: 2407.772461
	Iteration 57Q: 3 clusters Score -223768.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -223768.687500 Penalty: 2407.772461
	Iteration 58F: 3 clusters Score -223768.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -145235.828125 Penalty: 1146.628418
	Iteration 0F: 2 clusters Score -145235.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -143677.109375 Penalty: 2293.256836
	Iteration 0F: 3 clusters Score -143677.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -143977.359375 Penalty: 2293.256836
	Iteration 1F: 3 clusters Score -143977.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -144073.625000 Penalty: 2293.256836
	Iteration 2F: 3 clusters Score -144073.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -144137.781250 Penalty: 2293.256836
	Iteration 3Q: 3 clusters Score -144137.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -144189.937500 Penalty: 2293.256836
	Iteration 4Q: 3 clusters Score -144189.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -144241.968750 Penalty: 2293.256836
	Iteration 5Q: 3 clusters Score -144242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -144288.406250 Penalty: 2293.256836
	Iteration 6Q: 3 clusters Score -144288.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -144315.125000 Penalty: 2293.256836
	Iteration 7Q: 3 clusters Score -144315.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -144337.203125 Penalty: 2293.256836
	Iteration 8Q: 3 clusters Score -144337.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -144353.593750 Penalty: 2293.256836
	Iteration 9Q: 3 clusters Score -144353.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -144368.109375 Penalty: 2293.256836
	Iteration 10Q: 3 clusters Score -144368.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -144384.453125 Penalty: 2293.256836
	Iteration 11Q: 3 clusters Score -144384.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -144401.609375 Penalty: 2293.256836
	Iteration 12Q: 3 clusters Score -144401.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -144422.375000 Penalty: 2293.256836
	Iteration 13Q: 3 clusters Score -144422.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -144442.906250 Penalty: 2293.256836
	Iteration 14Q: 3 clusters Score -144442.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -144457.937500 Penalty: 2293.256836
	Iteration 15Q: 3 clusters Score -144457.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -144468.234375 Penalty: 2293.256836
	Iteration 16Q: 3 clusters Score -144468.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -144481.359375 Penalty: 2293.256836
	Iteration 17Q: 3 clusters Score -144481.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -144495.281250 Penalty: 2293.256836
	Iteration 18Q: 3 clusters Score -144495.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -144504.593750 Penalty: 2293.256836
	Iteration 19Q: 3 clusters Score -144504.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -144511.468750 Penalty: 2293.256836
	Iteration 20F: 3 clusters Score -144511.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -144518.343750 Penalty: 2293.256836
	Iteration 21Q: 3 clusters Score -144518.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -144526.796875 Penalty: 2293.256836
	Iteration 22Q: 3 clusters Score -144526.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -144534.640625 Penalty: 2293.256836
	Iteration 23Q: 3 clusters Score -144534.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -144541.562500 Penalty: 2293.256836
	Iteration 24Q: 3 clusters Score -144541.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -144553.796875 Penalty: 2293.256836
	Iteration 25Q: 3 clusters Score -144553.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -144577.718750 Penalty: 2293.256836
	Iteration 26Q: 3 clusters Score -144577.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -144602.484375 Penalty: 2293.256836
	Iteration 27Q: 3 clusters Score -144602.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -144612.203125 Penalty: 2293.256836
	Iteration 28Q: 3 clusters Score -144612.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -144620.281250 Penalty: 2293.256836
	Iteration 29Q: 3 clusters Score -144620.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -144627.062500 Penalty: 2293.256836
	Iteration 30Q: 3 clusters Score -144627.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -144632.515625 Penalty: 2293.256836
	Iteration 31Q: 3 clusters Score -144632.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -144636.250000 Penalty: 2293.256836
	Iteration 32Q: 3 clusters Score -144636.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -144639.609375 Penalty: 2293.256836
	Iteration 33Q: 3 clusters Score -144639.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -144639.609375 Penalty: 2293.256836
	Iteration 34F: 3 clusters Score -144639.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -142430.515625 Penalty: 1143.802368
	Iteration 0F: 2 clusters Score -142430.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -140904.921875 Penalty: 2287.604736
	Iteration 0F: 3 clusters Score -140904.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -141264.515625 Penalty: 2287.604736
	Iteration 1F: 3 clusters Score -141264.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -141424.781250 Penalty: 2287.604736
	Iteration 2F: 3 clusters Score -141424.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -141564.156250 Penalty: 2287.604736
	Iteration 3F: 3 clusters Score -141564.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -141716.031250 Penalty: 2287.604736
	Iteration 4F: 3 clusters Score -141716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -141842.187500 Penalty: 2287.604736
	Iteration 5F: 3 clusters Score -141842.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -141949.406250 Penalty: 2287.604736
	Iteration 6F: 3 clusters Score -141949.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -142012.921875 Penalty: 2287.604736
	Iteration 7Q: 3 clusters Score -142012.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -142065.515625 Penalty: 2287.604736
	Iteration 8Q: 3 clusters Score -142065.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -142126.984375 Penalty: 2287.604736
	Iteration 9Q: 3 clusters Score -142127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -142174.296875 Penalty: 2287.604736
	Iteration 10Q: 3 clusters Score -142174.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -142196.703125 Penalty: 2287.604736
	Iteration 11Q: 3 clusters Score -142196.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -142209.234375 Penalty: 2287.604736
	Iteration 12Q: 3 clusters Score -142209.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -142217.046875 Penalty: 2287.604736
	Iteration 13Q: 3 clusters Score -142217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -142224.375000 Penalty: 2287.604736
	Iteration 14Q: 3 clusters Score -142224.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -142227.546875 Penalty: 2287.604736
	Iteration 15Q: 3 clusters Score -142227.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -142229.265625 Penalty: 2287.604736
	Iteration 16Q: 3 clusters Score -142229.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -142229.265625 Penalty: 2287.604736
	Iteration 17F: 3 clusters Score -142229.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (23855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Entering Unmasked Estep 
Score: -3629674.000000 Penalty: 1637.959229
	Iteration 0F: 2 clusters Score -3629674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -3615550.000000 Penalty: 3275.918457
	Iteration 0F: 3 clusters Score -3615550 nChanged 10861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -3621415.750000 Penalty: 3275.918457
	Iteration 1F: 3 clusters Score -3621416 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -3621832.250000 Penalty: 3275.918457
	Iteration 2Q: 3 clusters Score -3621832 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -3622273.250000 Penalty: 3275.918457
	Iteration 3Q: 3 clusters Score -3622273 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -3622809.750000 Penalty: 3275.918457
	Iteration 4F: 3 clusters Score -3622810 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3623526.750000 Penalty: 3275.918457
	Iteration 5F: 3 clusters Score -3623527 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -3624352.500000 Penalty: 3275.918457
	Iteration 6F: 3 clusters Score -3624352 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -3625284.500000 Penalty: 3275.918457
	Iteration 7F: 3 clusters Score -3625284 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3626204.750000 Penalty: 3275.918457
	Iteration 8F: 3 clusters Score -3626205 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -3626860.750000 Penalty: 3275.918457
	Iteration 9F: 3 clusters Score -3626861 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -3627215.500000 Penalty: 3275.918457
	Iteration 10Q: 3 clusters Score -3627216 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3627477.500000 Penalty: 3275.918457
	Iteration 11Q: 3 clusters Score -3627478 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3627673.250000 Penalty: 3275.918457
	Iteration 12Q: 3 clusters Score -3627673 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3627823.750000 Penalty: 3275.918457
	Iteration 13Q: 3 clusters Score -3627824 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3627938.000000 Penalty: 3275.918457
	Iteration 14Q: 3 clusters Score -3627938 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3628025.750000 Penalty: 3275.918457
	Iteration 15Q: 3 clusters Score -3628026 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3628084.750000 Penalty: 3275.918457
	Iteration 16Q: 3 clusters Score -3628085 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3628130.500000 Penalty: 3275.918457
	Iteration 17Q: 3 clusters Score -3628130 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3628188.000000 Penalty: 3275.918457
	Iteration 18Q: 3 clusters Score -3628188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3628217.000000 Penalty: 3275.918457
	Iteration 19Q: 3 clusters Score -3628217 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3628229.250000 Penalty: 3275.918457
	Iteration 20F: 3 clusters Score -3628229 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3628251.500000 Penalty: 3275.918457
	Iteration 21Q: 3 clusters Score -3628252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3628268.000000 Penalty: 3275.918457
	Iteration 22Q: 3 clusters Score -3628268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3628284.500000 Penalty: 3275.918457
	Iteration 23Q: 3 clusters Score -3628284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3628292.000000 Penalty: 3275.918457
	Iteration 24Q: 3 clusters Score -3628292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3628299.500000 Penalty: 3275.918457
	Iteration 25Q: 3 clusters Score -3628300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3628303.750000 Penalty: 3275.918457
	Iteration 26Q: 3 clusters Score -3628304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3628306.750000 Penalty: 3275.918457
	Iteration 27Q: 3 clusters Score -3628307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3628308.250000 Penalty: 3275.918457
	Iteration 28Q: 3 clusters Score -3628308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3628306.250000 Penalty: 3275.918457
	Iteration 29Q: 3 clusters Score -3628306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3628310.000000 Penalty: 3275.918457
	Iteration 30Q: 3 clusters Score -3628310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3628311.500000 Penalty: 3275.918457
	Iteration 31Q: 3 clusters Score -3628312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3628311.500000 Penalty: 3275.918457
	Iteration 32Q: 3 clusters Score -3628312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3628314.000000 Penalty: 3275.918457
	Iteration 33Q: 3 clusters Score -3628314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3628314.000000 Penalty: 3275.918457
	Iteration 34F: 3 clusters Score -3628314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (14768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Entering Unmasked Estep 
Score: -2247529.750000 Penalty: 1560.035400
	Iteration 0F: 2 clusters Score -2247530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2237668.000000 Penalty: 3120.070801
	Iteration 0F: 3 clusters Score -2237668 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2241531.500000 Penalty: 3120.070801
	Iteration 1F: 3 clusters Score -2241532 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2242150.000000 Penalty: 3120.070801
	Iteration 2F: 3 clusters Score -2242150 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2242783.000000 Penalty: 3120.070801
	Iteration 3F: 3 clusters Score -2242783 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2243376.250000 Penalty: 3120.070801
	Iteration 4F: 3 clusters Score -2243376 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2243854.250000 Penalty: 3120.070801
	Iteration 5F: 3 clusters Score -2243854 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2244194.500000 Penalty: 3120.070801
	Iteration 6Q: 3 clusters Score -2244194 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2244455.500000 Penalty: 3120.070801
	Iteration 7Q: 3 clusters Score -2244456 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2244642.750000 Penalty: 3120.070801
	Iteration 8Q: 3 clusters Score -2244643 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2244826.500000 Penalty: 3120.070801
	Iteration 9Q: 3 clusters Score -2244826 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2245029.500000 Penalty: 3120.070801
	Iteration 10Q: 3 clusters Score -2245030 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2245238.250000 Penalty: 3120.070801
	Iteration 11Q: 3 clusters Score -2245238 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2245419.750000 Penalty: 3120.070801
	Iteration 12Q: 3 clusters Score -2245420 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2245534.500000 Penalty: 3120.070801
	Iteration 13Q: 3 clusters Score -2245534 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2245633.500000 Penalty: 3120.070801
	Iteration 14Q: 3 clusters Score -2245634 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2245705.750000 Penalty: 3120.070801
	Iteration 15Q: 3 clusters Score -2245706 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2245769.000000 Penalty: 3120.070801
	Iteration 16Q: 3 clusters Score -2245769 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2245838.750000 Penalty: 3120.070801
	Iteration 17Q: 3 clusters Score -2245839 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2245911.000000 Penalty: 3120.070801
	Iteration 18Q: 3 clusters Score -2245911 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2245965.500000 Penalty: 3120.070801
	Iteration 19Q: 3 clusters Score -2245966 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2246010.250000 Penalty: 3120.070801
	Iteration 20F: 3 clusters Score -2246010 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2246049.250000 Penalty: 3120.070801
	Iteration 21Q: 3 clusters Score -2246049 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2246077.000000 Penalty: 3120.070801
	Iteration 22Q: 3 clusters Score -2246077 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2246107.000000 Penalty: 3120.070801
	Iteration 23Q: 3 clusters Score -2246107 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2246128.500000 Penalty: 3120.070801
	Iteration 24Q: 3 clusters Score -2246128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2246134.000000 Penalty: 3120.070801
	Iteration 25Q: 3 clusters Score -2246134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2246140.000000 Penalty: 3120.070801
	Iteration 26Q: 3 clusters Score -2246140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2246147.000000 Penalty: 3120.070801
	Iteration 27Q: 3 clusters Score -2246147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2246147.250000 Penalty: 3120.070801
	Iteration 28Q: 3 clusters Score -2246147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2246154.000000 Penalty: 3120.070801
	Iteration 29Q: 3 clusters Score -2246154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2246157.250000 Penalty: 3120.070801
	Iteration 30Q: 3 clusters Score -2246157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2246163.750000 Penalty: 3120.070801
	Iteration 31Q: 3 clusters Score -2246164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2246164.000000 Penalty: 3120.070801
	Iteration 32Q: 3 clusters Score -2246164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2246171.500000 Penalty: 3120.070801
	Iteration 33Q: 3 clusters Score -2246172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2246175.500000 Penalty: 3120.070801
	Iteration 34Q: 3 clusters Score -2246176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2246179.250000 Penalty: 3120.070801
	Iteration 35Q: 3 clusters Score -2246179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2246171.750000 Penalty: 3120.070801
	Iteration 36Q: 3 clusters Score -2246172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2246175.250000 Penalty: 3120.070801
	Iteration 37Q: 3 clusters Score -2246175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2246180.750000 Penalty: 3120.070801
	Iteration 38Q: 3 clusters Score -2246181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2246181.750000 Penalty: 3120.070801
	Iteration 39Q: 3 clusters Score -2246182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2246186.750000 Penalty: 3120.070801
	Iteration 40F: 3 clusters Score -2246187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2246186.500000 Penalty: 3120.070801
	Iteration 41Q: 3 clusters Score -2246186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2246187.000000 Penalty: 3120.070801
	Iteration 42Q: 3 clusters Score -2246187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2246186.750000 Penalty: 3120.070801
	Iteration 43Q: 3 clusters Score -2246187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2246189.000000 Penalty: 3120.070801
	Iteration 44Q: 3 clusters Score -2246189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2246190.750000 Penalty: 3120.070801
	Iteration 45Q: 3 clusters Score -2246191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2246190.750000 Penalty: 3120.070801
	Iteration 46F: 3 clusters Score -2246191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (17968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Entering Unmasked Estep 
Score: -2754255.000000 Penalty: 1591.906494
	Iteration 0F: 2 clusters Score -2754255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2742614.750000 Penalty: 3183.812988
	Iteration 0F: 3 clusters Score -2742615 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2747126.000000 Penalty: 3183.812988
	Iteration 1F: 3 clusters Score -2747126 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2747552.500000 Penalty: 3183.812988
	Iteration 2F: 3 clusters Score -2747552 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2747937.000000 Penalty: 3183.812988
	Iteration 3F: 3 clusters Score -2747937 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2748256.250000 Penalty: 3183.812988
	Iteration 4Q: 3 clusters Score -2748256 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2748530.250000 Penalty: 3183.812988
	Iteration 5Q: 3 clusters Score -2748530 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2748750.750000 Penalty: 3183.812988
	Iteration 6Q: 3 clusters Score -2748751 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2748936.500000 Penalty: 3183.812988
	Iteration 7Q: 3 clusters Score -2748936 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2749113.000000 Penalty: 3183.812988
	Iteration 8Q: 3 clusters Score -2749113 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2749250.000000 Penalty: 3183.812988
	Iteration 9Q: 3 clusters Score -2749250 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2749390.750000 Penalty: 3183.812988
	Iteration 10Q: 3 clusters Score -2749391 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2749557.500000 Penalty: 3183.812988
	Iteration 11Q: 3 clusters Score -2749558 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2749727.750000 Penalty: 3183.812988
	Iteration 12Q: 3 clusters Score -2749728 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2749879.500000 Penalty: 3183.812988
	Iteration 13Q: 3 clusters Score -2749880 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2750052.250000 Penalty: 3183.812988
	Iteration 14Q: 3 clusters Score -2750052 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2750217.250000 Penalty: 3183.812988
	Iteration 15Q: 3 clusters Score -2750217 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2750398.750000 Penalty: 3183.812988
	Iteration 16Q: 3 clusters Score -2750399 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2750586.750000 Penalty: 3183.812988
	Iteration 17Q: 3 clusters Score -2750587 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2750835.500000 Penalty: 3183.812988
	Iteration 18Q: 3 clusters Score -2750836 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2751055.000000 Penalty: 3183.812988
	Iteration 19Q: 3 clusters Score -2751055 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2751311.250000 Penalty: 3183.812988
	Iteration 20F: 3 clusters Score -2751311 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2751549.750000 Penalty: 3183.812988
	Iteration 21Q: 3 clusters Score -2751550 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2751740.250000 Penalty: 3183.812988
	Iteration 22Q: 3 clusters Score -2751740 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2751906.250000 Penalty: 3183.812988
	Iteration 23Q: 3 clusters Score -2751906 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2752067.750000 Penalty: 3183.812988
	Iteration 24Q: 3 clusters Score -2752068 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2752229.250000 Penalty: 3183.812988
	Iteration 25Q: 3 clusters Score -2752229 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2752363.500000 Penalty: 3183.812988
	Iteration 26Q: 3 clusters Score -2752364 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2752469.500000 Penalty: 3183.812988
	Iteration 27Q: 3 clusters Score -2752470 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2752564.000000 Penalty: 3183.812988
	Iteration 28Q: 3 clusters Score -2752564 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2752653.750000 Penalty: 3183.812988
	Iteration 29Q: 3 clusters Score -2752654 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2752714.500000 Penalty: 3183.812988
	Iteration 30Q: 3 clusters Score -2752714 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2752750.500000 Penalty: 3183.812988
	Iteration 31Q: 3 clusters Score -2752750 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2752777.250000 Penalty: 3183.812988
	Iteration 32Q: 3 clusters Score -2752777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2752797.750000 Penalty: 3183.812988
	Iteration 33Q: 3 clusters Score -2752798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2752812.000000 Penalty: 3183.812988
	Iteration 34Q: 3 clusters Score -2752812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2752827.750000 Penalty: 3183.812988
	Iteration 35Q: 3 clusters Score -2752828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2752844.750000 Penalty: 3183.812988
	Iteration 36Q: 3 clusters Score -2752845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2752858.250000 Penalty: 3183.812988
	Iteration 37Q: 3 clusters Score -2752858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2752868.750000 Penalty: 3183.812988
	Iteration 38Q: 3 clusters Score -2752869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2752883.000000 Penalty: 3183.812988
	Iteration 39Q: 3 clusters Score -2752883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2752897.750000 Penalty: 3183.812988
	Iteration 40F: 3 clusters Score -2752898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2752905.750000 Penalty: 3183.812988
	Iteration 41Q: 3 clusters Score -2752906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2752908.500000 Penalty: 3183.812988
	Iteration 42Q: 3 clusters Score -2752908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2752911.250000 Penalty: 3183.812988
	Iteration 43Q: 3 clusters Score -2752911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2752913.000000 Penalty: 3183.812988
	Iteration 44Q: 3 clusters Score -2752913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2752913.000000 Penalty: 3183.812988
	Iteration 45F: 3 clusters Score -2752913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (20434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Entering Unmasked Estep 
Score: -3116441.750000 Penalty: 1612.805298
	Iteration 0F: 2 clusters Score -3116442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -3103588.000000 Penalty: 3225.610596
	Iteration 0F: 3 clusters Score -3103588 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -3108864.750000 Penalty: 3225.610596
	Iteration 1F: 3 clusters Score -3108865 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -3109378.750000 Penalty: 3225.610596
	Iteration 2F: 3 clusters Score -3109379 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -3109828.250000 Penalty: 3225.610596
	Iteration 3F: 3 clusters Score -3109828 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -3110209.500000 Penalty: 3225.610596
	Iteration 4F: 3 clusters Score -3110210 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -3110531.000000 Penalty: 3225.610596
	Iteration 5Q: 3 clusters Score -3110531 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -3110806.500000 Penalty: 3225.610596
	Iteration 6Q: 3 clusters Score -3110806 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3111105.000000 Penalty: 3225.610596
	Iteration 7Q: 3 clusters Score -3111105 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -3111428.250000 Penalty: 3225.610596
	Iteration 8Q: 3 clusters Score -3111428 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -3111787.750000 Penalty: 3225.610596
	Iteration 9Q: 3 clusters Score -3111788 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -3112251.750000 Penalty: 3225.610596
	Iteration 10Q: 3 clusters Score -3112252 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3112777.000000 Penalty: 3225.610596
	Iteration 11Q: 3 clusters Score -3112777 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -3113417.000000 Penalty: 3225.610596
	Iteration 12Q: 3 clusters Score -3113417 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -3114047.250000 Penalty: 3225.610596
	Iteration 13Q: 3 clusters Score -3114047 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -3114635.750000 Penalty: 3225.610596
	Iteration 14Q: 3 clusters Score -3114636 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -3114958.500000 Penalty: 3225.610596
	Iteration 15Q: 3 clusters Score -3114958 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -3115108.250000 Penalty: 3225.610596
	Iteration 16Q: 3 clusters Score -3115108 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -3115136.750000 Penalty: 3225.610596
	Iteration 17Q: 3 clusters Score -3115137 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -3115162.000000 Penalty: 3225.610596
	Iteration 18Q: 3 clusters Score -3115162 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3115161.750000 Penalty: 3225.610596
	Iteration 19Q: 3 clusters Score -3115162 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -3115197.500000 Penalty: 3225.610596
	Iteration 20F: 3 clusters Score -3115198 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -3115197.250000 Penalty: 3225.610596
	Iteration 21Q: 3 clusters Score -3115197 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -3115201.750000 Penalty: 3225.610596
	Iteration 22Q: 3 clusters Score -3115202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3115204.750000 Penalty: 3225.610596
	Iteration 23Q: 3 clusters Score -3115205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -3115205.250000 Penalty: 3225.610596
	Iteration 24Q: 3 clusters Score -3115205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -3115205.500000 Penalty: 3225.610596
	Iteration 25Q: 3 clusters Score -3115206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -3115208.750000 Penalty: 3225.610596
	Iteration 26Q: 3 clusters Score -3115209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -3115211.250000 Penalty: 3225.610596
	Iteration 27Q: 3 clusters Score -3115211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -3115212.250000 Penalty: 3225.610596
	Iteration 28Q: 3 clusters Score -3115212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -3115212.250000 Penalty: 3225.610596
	Iteration 29F: 3 clusters Score -3115212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -156792.906250 Penalty: 1133.352783
	Iteration 0F: 2 clusters Score -156792.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -155287.437500 Penalty: 2266.705566
	Iteration 0F: 3 clusters Score -155287.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -155575.140625 Penalty: 2266.705566
	Iteration 1F: 3 clusters Score -155575.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -155667.093750 Penalty: 2266.705566
	Iteration 2F: 3 clusters Score -155667.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -155719.062500 Penalty: 2266.705566
	Iteration 3Q: 3 clusters Score -155719.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -155750.437500 Penalty: 2266.705566
	Iteration 4Q: 3 clusters Score -155750.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -155774.515625 Penalty: 2266.705566
	Iteration 5Q: 3 clusters Score -155774.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -155794.468750 Penalty: 2266.705566
	Iteration 6Q: 3 clusters Score -155794.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -155807.750000 Penalty: 2266.705566
	Iteration 7Q: 3 clusters Score -155807.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -155814.609375 Penalty: 2266.705566
	Iteration 8Q: 3 clusters Score -155814.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -155820.171875 Penalty: 2266.705566
	Iteration 9Q: 3 clusters Score -155820.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -155833.890625 Penalty: 2266.705566
	Iteration 10Q: 3 clusters Score -155833.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -155846.343750 Penalty: 2266.705566
	Iteration 11Q: 3 clusters Score -155846.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -155862.718750 Penalty: 2266.705566
	Iteration 12Q: 3 clusters Score -155862.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -155874.953125 Penalty: 2266.705566
	Iteration 13Q: 3 clusters Score -155875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -155889.484375 Penalty: 2266.705566
	Iteration 14Q: 3 clusters Score -155889.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -155906.937500 Penalty: 2266.705566
	Iteration 15Q: 3 clusters Score -155906.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -155922.765625 Penalty: 2266.705566
	Iteration 16Q: 3 clusters Score -155922.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -155935.812500 Penalty: 2266.705566
	Iteration 17Q: 3 clusters Score -155935.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -155944.125000 Penalty: 2266.705566
	Iteration 18Q: 3 clusters Score -155944.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -155951.750000 Penalty: 2266.705566
	Iteration 19Q: 3 clusters Score -155951.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -155956.281250 Penalty: 2266.705566
	Iteration 20F: 3 clusters Score -155956.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -155958.781250 Penalty: 2266.705566
	Iteration 21Q: 3 clusters Score -155958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -155960.750000 Penalty: 2266.705566
	Iteration 22Q: 3 clusters Score -155960.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -155962.562500 Penalty: 2266.705566
	Iteration 23Q: 3 clusters Score -155962.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -155963.343750 Penalty: 2266.705566
	Iteration 24Q: 3 clusters Score -155963.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -155963.343750 Penalty: 2266.705566
	Iteration 25F: 3 clusters Score -155963.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -308154.000000 Penalty: 1250.190674
	Iteration 0F: 2 clusters Score -308154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -306015.687500 Penalty: 2500.381348
	Iteration 0F: 3 clusters Score -306015.7 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -306549.843750 Penalty: 2500.381348
	Iteration 1F: 3 clusters Score -306549.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -306656.250000 Penalty: 2500.381348
	Iteration 2F: 3 clusters Score -306656.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -306705.562500 Penalty: 2500.381348
	Iteration 3Q: 3 clusters Score -306705.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -306743.187500 Penalty: 2500.381348
	Iteration 4Q: 3 clusters Score -306743.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -306774.468750 Penalty: 2500.381348
	Iteration 5Q: 3 clusters Score -306774.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -306788.562500 Penalty: 2500.381348
	Iteration 6Q: 3 clusters Score -306788.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -306795.593750 Penalty: 2500.381348
	Iteration 7Q: 3 clusters Score -306795.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -306802.062500 Penalty: 2500.381348
	Iteration 8Q: 3 clusters Score -306802.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -306808.718750 Penalty: 2500.381348
	Iteration 9Q: 3 clusters Score -306808.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -306816.156250 Penalty: 2500.381348
	Iteration 10Q: 3 clusters Score -306816.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -306824.531250 Penalty: 2500.381348
	Iteration 11Q: 3 clusters Score -306824.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -306835.031250 Penalty: 2500.381348
	Iteration 12Q: 3 clusters Score -306835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -306845.656250 Penalty: 2500.381348
	Iteration 13Q: 3 clusters Score -306845.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -306857.625000 Penalty: 2500.381348
	Iteration 14Q: 3 clusters Score -306857.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -306876.031250 Penalty: 2500.381348
	Iteration 15Q: 3 clusters Score -306876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -306893.062500 Penalty: 2500.381348
	Iteration 16Q: 3 clusters Score -306893.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -306911.093750 Penalty: 2500.381348
	Iteration 17Q: 3 clusters Score -306911.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -306937.187500 Penalty: 2500.381348
	Iteration 18Q: 3 clusters Score -306937.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -306968.468750 Penalty: 2500.381348
	Iteration 19Q: 3 clusters Score -306968.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -306989.843750 Penalty: 2500.381348
	Iteration 20F: 3 clusters Score -306989.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -307010.375000 Penalty: 2500.381348
	Iteration 21Q: 3 clusters Score -307010.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -307031.406250 Penalty: 2500.381348
	Iteration 22Q: 3 clusters Score -307031.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -307045.656250 Penalty: 2500.381348
	Iteration 23Q: 3 clusters Score -307045.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -307058.281250 Penalty: 2500.381348
	Iteration 24Q: 3 clusters Score -307058.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -307068.312500 Penalty: 2500.381348
	Iteration 25Q: 3 clusters Score -307068.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -307077.093750 Penalty: 2500.381348
	Iteration 26Q: 3 clusters Score -307077.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -307085.031250 Penalty: 2500.381348
	Iteration 27Q: 3 clusters Score -307085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -307095.968750 Penalty: 2500.381348
	Iteration 28Q: 3 clusters Score -307096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -307101.281250 Penalty: 2500.381348
	Iteration 29Q: 3 clusters Score -307101.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -307107.031250 Penalty: 2500.381348
	Iteration 30Q: 3 clusters Score -307107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -307108.406250 Penalty: 2500.381348
	Iteration 31Q: 3 clusters Score -307108.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -307111.093750 Penalty: 2500.381348
	Iteration 32Q: 3 clusters Score -307111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -307111.093750 Penalty: 2500.381348
	Iteration 33F: 3 clusters Score -307111.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -316362.062500 Penalty: 1253.707642
	Iteration 0F: 2 clusters Score -316362.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -314124.937500 Penalty: 2507.415283
	Iteration 0F: 3 clusters Score -314124.9 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -314616.250000 Penalty: 2507.415283
	Iteration 1F: 3 clusters Score -314616.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -314763.187500 Penalty: 2507.415283
	Iteration 2F: 3 clusters Score -314763.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -314848.250000 Penalty: 2507.415283
	Iteration 3F: 3 clusters Score -314848.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -314912.281250 Penalty: 2507.415283
	Iteration 4Q: 3 clusters Score -314912.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -314969.812500 Penalty: 2507.415283
	Iteration 5Q: 3 clusters Score -314969.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -315027.531250 Penalty: 2507.415283
	Iteration 6Q: 3 clusters Score -315027.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -315087.906250 Penalty: 2507.415283
	Iteration 7Q: 3 clusters Score -315087.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -315158.000000 Penalty: 2507.415283
	Iteration 8Q: 3 clusters Score -315158 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -315234.406250 Penalty: 2507.415283
	Iteration 9Q: 3 clusters Score -315234.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -315301.531250 Penalty: 2507.415283
	Iteration 10Q: 3 clusters Score -315301.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -315352.968750 Penalty: 2507.415283
	Iteration 11Q: 3 clusters Score -315353 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -315408.125000 Penalty: 2507.415283
	Iteration 12Q: 3 clusters Score -315408.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -315463.187500 Penalty: 2507.415283
	Iteration 13Q: 3 clusters Score -315463.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -315514.250000 Penalty: 2507.415283
	Iteration 14Q: 3 clusters Score -315514.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -315554.531250 Penalty: 2507.415283
	Iteration 15Q: 3 clusters Score -315554.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -315586.250000 Penalty: 2507.415283
	Iteration 16Q: 3 clusters Score -315586.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -315603.281250 Penalty: 2507.415283
	Iteration 17Q: 3 clusters Score -315603.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -315616.125000 Penalty: 2507.415283
	Iteration 18Q: 3 clusters Score -315616.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -315620.218750 Penalty: 2507.415283
	Iteration 19Q: 3 clusters Score -315620.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -315623.593750 Penalty: 2507.415283
	Iteration 20F: 3 clusters Score -315623.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -315625.312500 Penalty: 2507.415283
	Iteration 21Q: 3 clusters Score -315625.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -315627.437500 Penalty: 2507.415283
	Iteration 22Q: 3 clusters Score -315627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -315630.312500 Penalty: 2507.415283
	Iteration 23Q: 3 clusters Score -315630.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -315639.500000 Penalty: 2507.415283
	Iteration 24Q: 3 clusters Score -315639.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -315643.062500 Penalty: 2507.415283
	Iteration 25Q: 3 clusters Score -315643.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -315647.031250 Penalty: 2507.415283
	Iteration 26Q: 3 clusters Score -315647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -315651.062500 Penalty: 2507.415283
	Iteration 27Q: 3 clusters Score -315651.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -315657.062500 Penalty: 2507.415283
	Iteration 28Q: 3 clusters Score -315657.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -315661.281250 Penalty: 2507.415283
	Iteration 29Q: 3 clusters Score -315661.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -315663.718750 Penalty: 2507.415283
	Iteration 30Q: 3 clusters Score -315663.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -315665.718750 Penalty: 2507.415283
	Iteration 31Q: 3 clusters Score -315665.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -315667.312500 Penalty: 2507.415283
	Iteration 32Q: 3 clusters Score -315667.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -315667.750000 Penalty: 2507.415283
	Iteration 33Q: 3 clusters Score -315667.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -315668.093750 Penalty: 2507.415283
	Iteration 34Q: 3 clusters Score -315668.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -315668.093750 Penalty: 2507.415283
	Iteration 35F: 3 clusters Score -315668.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (5011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Entering Unmasked Estep 
Score: -716022.812500 Penalty: 1384.401001
	Iteration 0F: 2 clusters Score -716022.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -711997.625000 Penalty: 2768.802002
	Iteration 0F: 3 clusters Score -711997.6 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -713105.750000 Penalty: 2768.802002
	Iteration 1F: 3 clusters Score -713105.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -713273.250000 Penalty: 2768.802002
	Iteration 2F: 3 clusters Score -713273.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -713404.687500 Penalty: 2768.802002
	Iteration 3F: 3 clusters Score -713404.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -713487.875000 Penalty: 2768.802002
	Iteration 4Q: 3 clusters Score -713487.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -713549.187500 Penalty: 2768.802002
	Iteration 5Q: 3 clusters Score -713549.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -713618.000000 Penalty: 2768.802002
	Iteration 6Q: 3 clusters Score -713618 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -713695.312500 Penalty: 2768.802002
	Iteration 7Q: 3 clusters Score -713695.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -713763.625000 Penalty: 2768.802002
	Iteration 8Q: 3 clusters Score -713763.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -713826.625000 Penalty: 2768.802002
	Iteration 9Q: 3 clusters Score -713826.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -713902.375000 Penalty: 2768.802002
	Iteration 10Q: 3 clusters Score -713902.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -713988.187500 Penalty: 2768.802002
	Iteration 11Q: 3 clusters Score -713988.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -714076.312500 Penalty: 2768.802002
	Iteration 12Q: 3 clusters Score -714076.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -714146.062500 Penalty: 2768.802002
	Iteration 13Q: 3 clusters Score -714146.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -714209.250000 Penalty: 2768.802002
	Iteration 14Q: 3 clusters Score -714209.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -714260.687500 Penalty: 2768.802002
	Iteration 15Q: 3 clusters Score -714260.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -714308.125000 Penalty: 2768.802002
	Iteration 16Q: 3 clusters Score -714308.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -714355.500000 Penalty: 2768.802002
	Iteration 17Q: 3 clusters Score -714355.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -714403.687500 Penalty: 2768.802002
	Iteration 18Q: 3 clusters Score -714403.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -714444.125000 Penalty: 2768.802002
	Iteration 19Q: 3 clusters Score -714444.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -714490.875000 Penalty: 2768.802002
	Iteration 20F: 3 clusters Score -714490.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -714546.125000 Penalty: 2768.802002
	Iteration 21Q: 3 clusters Score -714546.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -714621.687500 Penalty: 2768.802002
	Iteration 22Q: 3 clusters Score -714621.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -714716.125000 Penalty: 2768.802002
	Iteration 23Q: 3 clusters Score -714716.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -714819.562500 Penalty: 2768.802002
	Iteration 24Q: 3 clusters Score -714819.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -714949.500000 Penalty: 2768.802002
	Iteration 25Q: 3 clusters Score -714949.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -715084.625000 Penalty: 2768.802002
	Iteration 26Q: 3 clusters Score -715084.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -715180.125000 Penalty: 2768.802002
	Iteration 27Q: 3 clusters Score -715180.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -715243.750000 Penalty: 2768.802002
	Iteration 28Q: 3 clusters Score -715243.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -715289.875000 Penalty: 2768.802002
	Iteration 29Q: 3 clusters Score -715289.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -715322.250000 Penalty: 2768.802002
	Iteration 30Q: 3 clusters Score -715322.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -715338.125000 Penalty: 2768.802002
	Iteration 31Q: 3 clusters Score -715338.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -715349.250000 Penalty: 2768.802002
	Iteration 32Q: 3 clusters Score -715349.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -715357.437500 Penalty: 2768.802002
	Iteration 33Q: 3 clusters Score -715357.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -715364.625000 Penalty: 2768.802002
	Iteration 34Q: 3 clusters Score -715364.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -715369.625000 Penalty: 2768.802002
	Iteration 35Q: 3 clusters Score -715369.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -715379.750000 Penalty: 2768.802002
	Iteration 36Q: 3 clusters Score -715379.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -715382.312500 Penalty: 2768.802002
	Iteration 37Q: 3 clusters Score -715382.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -715385.937500 Penalty: 2768.802002
	Iteration 38Q: 3 clusters Score -715385.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -715391.875000 Penalty: 2768.802002
	Iteration 39Q: 3 clusters Score -715391.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -715395.375000 Penalty: 2768.802002
	Iteration 40F: 3 clusters Score -715395.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -715400.000000 Penalty: 2768.802002
	Iteration 41Q: 3 clusters Score -715400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -715402.375000 Penalty: 2768.802002
	Iteration 42Q: 3 clusters Score -715402.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -715408.437500 Penalty: 2768.802002
	Iteration 43Q: 3 clusters Score -715408.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -715412.187500 Penalty: 2768.802002
	Iteration 44Q: 3 clusters Score -715412.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -715411.875000 Penalty: 2768.802002
	Iteration 45Q: 3 clusters Score -715411.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -715414.000000 Penalty: 2768.802002
	Iteration 46Q: 3 clusters Score -715414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -715415.062500 Penalty: 2768.802002
	Iteration 47Q: 3 clusters Score -715415.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -715418.375000 Penalty: 2768.802002
	Iteration 48Q: 3 clusters Score -715418.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -715421.437500 Penalty: 2768.802002
	Iteration 49Q: 3 clusters Score -715421.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -715424.687500 Penalty: 2768.802002
	Iteration 50Q: 3 clusters Score -715424.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -715429.812500 Penalty: 2768.802002
	Iteration 51Q: 3 clusters Score -715429.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -715434.250000 Penalty: 2768.802002
	Iteration 52Q: 3 clusters Score -715434.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -715436.875000 Penalty: 2768.802002
	Iteration 53Q: 3 clusters Score -715436.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -715439.625000 Penalty: 2768.802002
	Iteration 54Q: 3 clusters Score -715439.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -715442.750000 Penalty: 2768.802002
	Iteration 55Q: 3 clusters Score -715442.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -715444.812500 Penalty: 2768.802002
	Iteration 56Q: 3 clusters Score -715444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -715444.437500 Penalty: 2768.802002
	Iteration 57Q: 3 clusters Score -715444.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -715446.812500 Penalty: 2768.802002
	Iteration 58Q: 3 clusters Score -715446.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -715448.500000 Penalty: 2768.802002
	Iteration 59Q: 3 clusters Score -715448.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -715451.437500 Penalty: 2768.802002
	Iteration 60F: 3 clusters Score -715451.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -715452.437500 Penalty: 2768.802002
	Iteration 61Q: 3 clusters Score -715452.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -715455.875000 Penalty: 2768.802002
	Iteration 62Q: 3 clusters Score -715455.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -715457.687500 Penalty: 2768.802002
	Iteration 63Q: 3 clusters Score -715457.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -715458.125000 Penalty: 2768.802002
	Iteration 64Q: 3 clusters Score -715458.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -715458.812500 Penalty: 2768.802002
	Iteration 65Q: 3 clusters Score -715458.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -715461.687500 Penalty: 2768.802002
	Iteration 66Q: 3 clusters Score -715461.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -715459.312500 Penalty: 2768.802002
	Iteration 67Q: 3 clusters Score -715459.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -715460.187500 Penalty: 2768.802002
	Iteration 68Q: 3 clusters Score -715460.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -715460.500000 Penalty: 2768.802002
	Iteration 69Q: 3 clusters Score -715460.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -715460.062500 Penalty: 2768.802002
	Iteration 70Q: 3 clusters Score -715460.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -715459.937500 Penalty: 2768.802002
	Iteration 71Q: 3 clusters Score -715459.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -715460.750000 Penalty: 2768.802002
	Iteration 72Q: 3 clusters Score -715460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -715463.437500 Penalty: 2768.802002
	Iteration 73Q: 3 clusters Score -715463.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -715462.000000 Penalty: 2768.802002
	Iteration 74Q: 3 clusters Score -715462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -715461.812500 Penalty: 2768.802002
	Iteration 75Q: 3 clusters Score -715461.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -715461.812500 Penalty: 2768.802002
	Iteration 76F: 3 clusters Score -715461.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (1223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Entering Unmasked Estep 
Score: -155581.437500 Penalty: 1155.222656
	Iteration 0F: 2 clusters Score -155581.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -154042.921875 Penalty: 2310.445312
	Iteration 0F: 3 clusters Score -154042.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -154512.312500 Penalty: 2310.445312
	Iteration 1F: 3 clusters Score -154512.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -154769.015625 Penalty: 2310.445312
	Iteration 2F: 3 clusters Score -154769 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -154939.265625 Penalty: 2310.445312
	Iteration 3F: 3 clusters Score -154939.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -155089.843750 Penalty: 2310.445312
	Iteration 4F: 3 clusters Score -155089.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -155151.968750 Penalty: 2310.445312
	Iteration 5Q: 3 clusters Score -155152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -155208.953125 Penalty: 2310.445312
	Iteration 6Q: 3 clusters Score -155209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -155246.578125 Penalty: 2310.445312
	Iteration 7Q: 3 clusters Score -155246.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -155280.937500 Penalty: 2310.445312
	Iteration 8Q: 3 clusters Score -155280.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -155312.625000 Penalty: 2310.445312
	Iteration 9Q: 3 clusters Score -155312.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -155353.375000 Penalty: 2310.445312
	Iteration 10Q: 3 clusters Score -155353.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -155383.125000 Penalty: 2310.445312
	Iteration 11Q: 3 clusters Score -155383.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -155407.906250 Penalty: 2310.445312
	Iteration 12Q: 3 clusters Score -155407.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -155420.718750 Penalty: 2310.445312
	Iteration 13Q: 3 clusters Score -155420.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -155430.390625 Penalty: 2310.445312
	Iteration 14Q: 3 clusters Score -155430.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -155435.500000 Penalty: 2310.445312
	Iteration 15Q: 3 clusters Score -155435.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -155444.484375 Penalty: 2310.445312
	Iteration 16Q: 3 clusters Score -155444.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -155449.078125 Penalty: 2310.445312
	Iteration 17Q: 3 clusters Score -155449.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -155453.515625 Penalty: 2310.445312
	Iteration 18Q: 3 clusters Score -155453.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -155459.734375 Penalty: 2310.445312
	Iteration 19Q: 3 clusters Score -155459.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -155469.765625 Penalty: 2310.445312
	Iteration 20F: 3 clusters Score -155469.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -155502.671875 Penalty: 2310.445312
	Iteration 21Q: 3 clusters Score -155502.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -155526.281250 Penalty: 2310.445312
	Iteration 22Q: 3 clusters Score -155526.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -155535.000000 Penalty: 2310.445312
	Iteration 23Q: 3 clusters Score -155535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -155538.187500 Penalty: 2310.445312
	Iteration 24Q: 3 clusters Score -155538.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -155539.921875 Penalty: 2310.445312
	Iteration 25Q: 3 clusters Score -155539.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -155540.125000 Penalty: 2310.445312
	Iteration 26Q: 3 clusters Score -155540.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -155540.125000 Penalty: 2310.445312
	Iteration 27F: 3 clusters Score -155540.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (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: -44608.503906 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -44608.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43677.214844 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -43677.21 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43781.195312 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -43781.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43803.257812 Penalty: 1886.668823
	Iteration 2Q: 3 clusters Score -43803.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43805.019531 Penalty: 1886.668823
	Iteration 3Q: 3 clusters Score -43805.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43805.019531 Penalty: 1886.668823
	Iteration 4F: 3 clusters Score -43805.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (2271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Entering Unmasked Estep 
Score: -299819.250000 Penalty: 1255.796021
	Iteration 0F: 2 clusters Score -299819.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -297577.625000 Penalty: 2511.592041
	Iteration 0F: 3 clusters Score -297577.6 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -298103.968750 Penalty: 2511.592041
	Iteration 1F: 3 clusters Score -298104 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -298279.750000 Penalty: 2511.592041
	Iteration 2F: 3 clusters Score -298279.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -298375.718750 Penalty: 2511.592041
	Iteration 3F: 3 clusters Score -298375.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -298434.187500 Penalty: 2511.592041
	Iteration 4Q: 3 clusters Score -298434.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -298480.000000 Penalty: 2511.592041
	Iteration 5Q: 3 clusters Score -298480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -298507.500000 Penalty: 2511.592041
	Iteration 6Q: 3 clusters Score -298507.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -298526.500000 Penalty: 2511.592041
	Iteration 7Q: 3 clusters Score -298526.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -298542.968750 Penalty: 2511.592041
	Iteration 8Q: 3 clusters Score -298543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -298563.156250 Penalty: 2511.592041
	Iteration 9Q: 3 clusters Score -298563.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -298576.656250 Penalty: 2511.592041
	Iteration 10Q: 3 clusters Score -298576.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -298588.000000 Penalty: 2511.592041
	Iteration 11Q: 3 clusters Score -298588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -298596.281250 Penalty: 2511.592041
	Iteration 12Q: 3 clusters Score -298596.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -298601.250000 Penalty: 2511.592041
	Iteration 13Q: 3 clusters Score -298601.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -298604.406250 Penalty: 2511.592041
	Iteration 14Q: 3 clusters Score -298604.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -298607.750000 Penalty: 2511.592041
	Iteration 15Q: 3 clusters Score -298607.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -298612.000000 Penalty: 2511.592041
	Iteration 16Q: 3 clusters Score -298612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -298614.656250 Penalty: 2511.592041
	Iteration 17Q: 3 clusters Score -298614.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -298614.781250 Penalty: 2511.592041
	Iteration 18Q: 3 clusters Score -298614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -298616.718750 Penalty: 2511.592041
	Iteration 19Q: 3 clusters Score -298616.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -298617.531250 Penalty: 2511.592041
	Iteration 20F: 3 clusters Score -298617.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -298618.625000 Penalty: 2511.592041
	Iteration 21Q: 3 clusters Score -298618.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -298618.500000 Penalty: 2511.592041
	Iteration 22Q: 3 clusters Score -298618.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -298618.500000 Penalty: 2511.592041
	Iteration 23F: 3 clusters Score -298618.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (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: -2163388.000000 Penalty: 1567.844238
	Iteration 0F: 2 clusters Score -2163388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2152857.250000 Penalty: 3135.688477
	Iteration 0F: 3 clusters Score -2152857 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2156816.000000 Penalty: 3135.688477
	Iteration 1F: 3 clusters Score -2156816 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2157331.250000 Penalty: 3135.688477
	Iteration 2F: 3 clusters Score -2157331 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2157814.750000 Penalty: 3135.688477
	Iteration 3F: 3 clusters Score -2157815 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2158259.500000 Penalty: 3135.688477
	Iteration 4F: 3 clusters Score -2158260 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2158683.500000 Penalty: 3135.688477
	Iteration 5F: 3 clusters Score -2158684 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2159150.500000 Penalty: 3135.688477
	Iteration 6F: 3 clusters Score -2159150 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2159696.000000 Penalty: 3135.688477
	Iteration 7F: 3 clusters Score -2159696 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2160247.250000 Penalty: 3135.688477
	Iteration 8F: 3 clusters Score -2160247 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2160751.750000 Penalty: 3135.688477
	Iteration 9Q: 3 clusters Score -2160752 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2161084.750000 Penalty: 3135.688477
	Iteration 10Q: 3 clusters Score -2161085 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2161306.000000 Penalty: 3135.688477
	Iteration 11Q: 3 clusters Score -2161306 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2161465.750000 Penalty: 3135.688477
	Iteration 12Q: 3 clusters Score -2161466 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2161592.250000 Penalty: 3135.688477
	Iteration 13Q: 3 clusters Score -2161592 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2161695.250000 Penalty: 3135.688477
	Iteration 14Q: 3 clusters Score -2161695 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2161770.500000 Penalty: 3135.688477
	Iteration 15Q: 3 clusters Score -2161770 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2161854.250000 Penalty: 3135.688477
	Iteration 16Q: 3 clusters Score -2161854 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2161908.500000 Penalty: 3135.688477
	Iteration 17Q: 3 clusters Score -2161908 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2161963.500000 Penalty: 3135.688477
	Iteration 18Q: 3 clusters Score -2161964 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2162015.500000 Penalty: 3135.688477
	Iteration 19Q: 3 clusters Score -2162016 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2162050.500000 Penalty: 3135.688477
	Iteration 20F: 3 clusters Score -2162050 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2162095.750000 Penalty: 3135.688477
	Iteration 21Q: 3 clusters Score -2162096 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2162125.000000 Penalty: 3135.688477
	Iteration 22Q: 3 clusters Score -2162125 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2162145.000000 Penalty: 3135.688477
	Iteration 23Q: 3 clusters Score -2162145 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2162158.000000 Penalty: 3135.688477
	Iteration 24Q: 3 clusters Score -2162158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2162161.000000 Penalty: 3135.688477
	Iteration 25Q: 3 clusters Score -2162161 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2162174.000000 Penalty: 3135.688477
	Iteration 26Q: 3 clusters Score -2162174 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2162193.000000 Penalty: 3135.688477
	Iteration 27Q: 3 clusters Score -2162193 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2162213.250000 Penalty: 3135.688477
	Iteration 28Q: 3 clusters Score -2162213 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2162219.750000 Penalty: 3135.688477
	Iteration 29Q: 3 clusters Score -2162220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2162225.750000 Penalty: 3135.688477
	Iteration 30Q: 3 clusters Score -2162226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2162230.250000 Penalty: 3135.688477
	Iteration 31Q: 3 clusters Score -2162230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2162239.500000 Penalty: 3135.688477
	Iteration 32Q: 3 clusters Score -2162240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2162247.500000 Penalty: 3135.688477
	Iteration 33Q: 3 clusters Score -2162248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2162243.250000 Penalty: 3135.688477
	Iteration 34Q: 3 clusters Score -2162243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2162245.750000 Penalty: 3135.688477
	Iteration 35Q: 3 clusters Score -2162246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2162247.000000 Penalty: 3135.688477
	Iteration 36Q: 3 clusters Score -2162247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2162251.000000 Penalty: 3135.688477
	Iteration 37Q: 3 clusters Score -2162251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2162248.250000 Penalty: 3135.688477
	Iteration 38Q: 3 clusters Score -2162248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2162251.000000 Penalty: 3135.688477
	Iteration 39Q: 3 clusters Score -2162251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2162251.000000 Penalty: 3135.688477
	Iteration 40F: 3 clusters Score -2162251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2162253.500000 Penalty: 3135.688477
	Iteration 41Q: 3 clusters Score -2162254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2162252.250000 Penalty: 3135.688477
	Iteration 42Q: 3 clusters Score -2162252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2162254.500000 Penalty: 3135.688477
	Iteration 43Q: 3 clusters Score -2162254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2162255.250000 Penalty: 3135.688477
	Iteration 44Q: 3 clusters Score -2162255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2162255.250000 Penalty: 3135.688477
	Iteration 45F: 3 clusters Score -2162255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16602 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10851 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 21697 members 
Mstep: Class 13 contains 8316 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4171 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7940 members 
Mstep: Class 25 contains 13323 members 
Mstep: Class 26 contains 8082 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12214 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31409 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24785 members 
Mstep: Class 44 contains 16041 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19144 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1331 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12241 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14620 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19575 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1650 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23855 members 
Mstep: Class 70 contains 14768 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5011 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944176.000000 Penalty: 172990.062500
Iteration 319Q: 81 clusters Score -8.594418e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16582 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10851 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 21703 members 
Mstep: Class 13 contains 8316 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4171 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7941 members 
Mstep: Class 25 contains 13319 members 
Mstep: Class 26 contains 8080 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12212 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24825 members 
Mstep: Class 44 contains 16045 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19144 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1330 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12243 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14620 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19575 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1652 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23828 members 
Mstep: Class 70 contains 14768 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5013 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944304.000000 Penalty: 172990.062500
Iteration 320F: 81 clusters Score -8.59443e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16573 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10850 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 21711 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7945 members 
Mstep: Class 25 contains 13318 members 
Mstep: Class 26 contains 8079 members 
Mstep: Class 27 contains 12516 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12210 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24846 members 
Mstep: Class 44 contains 16044 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19144 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1330 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12249 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14620 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19575 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1652 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1140 members 
Mstep: Class 69 contains 23810 members 
Mstep: Class 70 contains 14768 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5015 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944400.000000 Penalty: 172990.062500
Iteration 321Q: 81 clusters Score -8.59444e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16571 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10850 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 21721 members 
Mstep: Class 13 contains 8313 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7945 members 
Mstep: Class 25 contains 13315 members 
Mstep: Class 26 contains 8079 members 
Mstep: Class 27 contains 12513 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12207 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24864 members 
Mstep: Class 44 contains 16048 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19144 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1330 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12255 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14619 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19575 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1652 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23785 members 
Mstep: Class 70 contains 14768 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5016 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944400.000000 Penalty: 172990.062500
Iteration 322Q: 81 clusters Score -8.59444e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16569 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10849 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 21735 members 
Mstep: Class 13 contains 8310 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17046 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7948 members 
Mstep: Class 25 contains 13313 members 
Mstep: Class 26 contains 8079 members 
Mstep: Class 27 contains 12515 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12206 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24882 members 
Mstep: Class 44 contains 16054 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19144 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1330 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12256 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14619 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19575 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1652 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23752 members 
Mstep: Class 70 contains 14768 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5016 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944400.000000 Penalty: 172990.062500
Iteration 323Q: 81 clusters Score -8.59444e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16567 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10849 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 21745 members 
Mstep: Class 13 contains 8306 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17045 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7950 members 
Mstep: Class 25 contains 13313 members 
Mstep: Class 26 contains 8078 members 
Mstep: Class 27 contains 12516 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12203 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24909 members 
Mstep: Class 44 contains 16063 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19144 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1330 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12263 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14619 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19576 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1652 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23706 members 
Mstep: Class 70 contains 14768 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5017 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944328.000000 Penalty: 172990.062500
Iteration 324Q: 81 clusters Score -8.594433e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16565 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10846 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 21751 members 
Mstep: Class 13 contains 8304 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17044 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7952 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 8077 members 
Mstep: Class 27 contains 12517 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12199 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24933 members 
Mstep: Class 44 contains 16067 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19144 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1330 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12273 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14619 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19577 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1652 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23672 members 
Mstep: Class 70 contains 14768 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5019 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944368.000000 Penalty: 172990.062500
Iteration 325Q: 81 clusters Score -8.594437e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16559 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10844 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 21773 members 
Mstep: Class 13 contains 8304 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17042 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7952 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 8078 members 
Mstep: Class 27 contains 12517 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12195 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24937 members 
Mstep: Class 44 contains 16068 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19144 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1330 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12278 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14619 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19579 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1652 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23652 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5019 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944400.000000 Penalty: 172990.062500
Iteration 326Q: 81 clusters Score -8.59444e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16555 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10841 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 21782 members 
Mstep: Class 13 contains 8304 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17040 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13310 members 
Mstep: Class 26 contains 8080 members 
Mstep: Class 27 contains 12515 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12188 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24956 members 
Mstep: Class 44 contains 16074 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19144 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1330 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12285 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14620 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19581 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1652 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23623 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5019 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944368.000000 Penalty: 172990.062500
Iteration 327Q: 81 clusters Score -8.594437e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 16548 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10837 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 21798 members 
Mstep: Class 13 contains 8303 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17039 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13310 members 
Mstep: Class 26 contains 8081 members 
Mstep: Class 27 contains 12512 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12183 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24978 members 
Mstep: Class 44 contains 16077 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19144 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1329 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12291 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14620 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19582 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1652 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23589 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5019 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944472.000000 Penalty: 172990.062500
Iteration 328Q: 81 clusters Score -8.594447e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 16546 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10832 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 21827 members 
Mstep: Class 13 contains 8302 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17038 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7961 members 
Mstep: Class 25 contains 13310 members 
Mstep: Class 26 contains 8080 members 
Mstep: Class 27 contains 12508 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12176 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24973 members 
Mstep: Class 44 contains 16080 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19144 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12296 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14620 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19583 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1653 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23571 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5019 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944472.000000 Penalty: 172990.062500
Iteration 329Q: 81 clusters Score -8.594447e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16549 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10827 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 21843 members 
Mstep: Class 13 contains 8298 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17036 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7963 members 
Mstep: Class 25 contains 13308 members 
Mstep: Class 26 contains 8079 members 
Mstep: Class 27 contains 12512 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12167 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24986 members 
Mstep: Class 44 contains 16081 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19144 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12305 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14620 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19585 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1653 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23543 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5021 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944536.000000 Penalty: 172990.062500
Iteration 330Q: 81 clusters Score -8.594454e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16549 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10823 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 21853 members 
Mstep: Class 13 contains 8294 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17031 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7964 members 
Mstep: Class 25 contains 13308 members 
Mstep: Class 26 contains 8078 members 
Mstep: Class 27 contains 12507 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12160 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24975 members 
Mstep: Class 44 contains 16082 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19144 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12322 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14620 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19589 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1653 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23544 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5025 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944496.000000 Penalty: 172990.062500
Iteration 331Q: 81 clusters Score -8.59445e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16547 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10821 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 21857 members 
Mstep: Class 13 contains 8291 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17026 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7963 members 
Mstep: Class 25 contains 13307 members 
Mstep: Class 26 contains 8078 members 
Mstep: Class 27 contains 12510 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12154 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24959 members 
Mstep: Class 44 contains 16083 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12340 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14621 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19594 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1653 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23544 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17968 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5028 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944536.000000 Penalty: 172990.062500
Iteration 332Q: 81 clusters Score -8.594454e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16546 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10820 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 21870 members 
Mstep: Class 13 contains 8290 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17025 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7961 members 
Mstep: Class 25 contains 13305 members 
Mstep: Class 26 contains 8077 members 
Mstep: Class 27 contains 12517 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12146 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24942 members 
Mstep: Class 44 contains 16089 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19144 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12359 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14622 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19594 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1653 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23530 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17969 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5031 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944472.000000 Penalty: 172990.062500
Iteration 333Q: 81 clusters Score -8.594447e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16548 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10816 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 21893 members 
Mstep: Class 13 contains 8287 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17022 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7962 members 
Mstep: Class 25 contains 13305 members 
Mstep: Class 26 contains 8076 members 
Mstep: Class 27 contains 12520 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12137 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24923 members 
Mstep: Class 44 contains 16093 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19144 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12379 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14622 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19596 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1653 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23511 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17970 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5033 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944504.000000 Penalty: 172990.062500
Iteration 334Q: 81 clusters Score -8.59445e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16543 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10815 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 21920 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17019 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7964 members 
Mstep: Class 25 contains 13305 members 
Mstep: Class 26 contains 8076 members 
Mstep: Class 27 contains 12525 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12134 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24901 members 
Mstep: Class 44 contains 16092 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12389 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14622 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19599 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1653 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23501 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17969 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5033 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944472.000000 Penalty: 172990.062500
Iteration 335Q: 81 clusters Score -8.594447e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16540 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10813 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 21941 members 
Mstep: Class 13 contains 8284 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17014 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7966 members 
Mstep: Class 25 contains 13305 members 
Mstep: Class 26 contains 8076 members 
Mstep: Class 27 contains 12526 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8200 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12129 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24882 members 
Mstep: Class 44 contains 16090 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12404 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14622 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19603 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1653 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23494 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17970 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5033 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944448.000000 Penalty: 172990.062500
Iteration 336Q: 81 clusters Score -8.594445e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16539 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10813 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 21960 members 
Mstep: Class 13 contains 8284 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17012 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7965 members 
Mstep: Class 25 contains 13305 members 
Mstep: Class 26 contains 8076 members 
Mstep: Class 27 contains 12527 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8200 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12122 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24860 members 
Mstep: Class 44 contains 16090 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12418 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14624 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19604 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1653 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23489 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5033 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944472.000000 Penalty: 172990.062500
Iteration 337Q: 81 clusters Score -8.594447e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16537 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10814 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 21981 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7966 members 
Mstep: Class 25 contains 13305 members 
Mstep: Class 26 contains 8076 members 
Mstep: Class 27 contains 12524 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12115 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24837 members 
Mstep: Class 44 contains 16088 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12431 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14624 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19606 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1653 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23489 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17972 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5033 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944408.000000 Penalty: 172990.062500
Iteration 338Q: 81 clusters Score -8.594441e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16536 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10813 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 22011 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17007 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7967 members 
Mstep: Class 25 contains 13305 members 
Mstep: Class 26 contains 8075 members 
Mstep: Class 27 contains 12520 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12110 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24818 members 
Mstep: Class 44 contains 16091 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12437 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14624 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1653 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23481 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5033 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944400.000000 Penalty: 172990.062500
Iteration 339Q: 81 clusters Score -8.59444e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16537 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10812 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22033 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17007 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7970 members 
Mstep: Class 25 contains 13306 members 
Mstep: Class 26 contains 8075 members 
Mstep: Class 27 contains 12520 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12109 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24801 members 
Mstep: Class 44 contains 16093 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12440 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14624 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1653 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23466 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5033 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944384.000000 Penalty: 172990.062500
Iteration 340F: 81 clusters Score -8.594438e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16538 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10811 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22061 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17007 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7970 members 
Mstep: Class 25 contains 13306 members 
Mstep: Class 26 contains 8074 members 
Mstep: Class 27 contains 12522 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12107 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24779 members 
Mstep: Class 44 contains 16092 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1329 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12445 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14624 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14969 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1653 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23455 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5033 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944344.000000 Penalty: 172990.062500
Iteration 341Q: 81 clusters Score -8.594434e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16539 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10808 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22093 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17007 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7973 members 
Mstep: Class 25 contains 13306 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 12522 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12106 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24771 members 
Mstep: Class 44 contains 16092 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1329 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12442 members 
Mstep: Class 55 contains 3490 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1654 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23436 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5033 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944400.000000 Penalty: 172990.062500
Iteration 342Q: 81 clusters Score -8.59444e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16540 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10805 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22105 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17007 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7975 members 
Mstep: Class 25 contains 13306 members 
Mstep: Class 26 contains 8071 members 
Mstep: Class 27 contains 12522 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12104 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24777 members 
Mstep: Class 44 contains 16091 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12444 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23417 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5035 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944376.000000 Penalty: 172990.062500
Iteration 343Q: 81 clusters Score -8.594438e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16540 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10801 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22115 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17006 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7980 members 
Mstep: Class 25 contains 13306 members 
Mstep: Class 26 contains 8070 members 
Mstep: Class 27 contains 12520 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12103 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24776 members 
Mstep: Class 44 contains 16092 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12450 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23402 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5036 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944392.000000 Penalty: 172990.062500
Iteration 344Q: 81 clusters Score -8.594439e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16538 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10798 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22122 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17007 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7980 members 
Mstep: Class 25 contains 13306 members 
Mstep: Class 26 contains 8070 members 
Mstep: Class 27 contains 12520 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12102 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24780 members 
Mstep: Class 44 contains 16097 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12452 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23387 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5038 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944456.000000 Penalty: 172990.062500
Iteration 345Q: 81 clusters Score -8.594446e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16538 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10798 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 22132 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17008 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7978 members 
Mstep: Class 25 contains 13306 members 
Mstep: Class 26 contains 8070 members 
Mstep: Class 27 contains 12518 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8197 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12098 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24786 members 
Mstep: Class 44 contains 16097 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12458 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23369 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5040 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944512.000000 Penalty: 172990.062500
Iteration 346Q: 81 clusters Score -8.594451e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16535 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10798 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 22146 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17009 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7975 members 
Mstep: Class 25 contains 13306 members 
Mstep: Class 26 contains 8069 members 
Mstep: Class 27 contains 12522 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8196 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12093 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24783 members 
Mstep: Class 44 contains 16099 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12464 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23354 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5044 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944488.000000 Penalty: 172990.062500
Iteration 347Q: 81 clusters Score -8.594449e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16533 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 22152 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7975 members 
Mstep: Class 25 contains 13308 members 
Mstep: Class 26 contains 8068 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12091 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24788 members 
Mstep: Class 44 contains 16097 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12472 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23340 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5047 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944488.000000 Penalty: 172990.062500
Iteration 348Q: 81 clusters Score -8.594449e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16533 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10795 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 22160 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7973 members 
Mstep: Class 25 contains 13308 members 
Mstep: Class 26 contains 8070 members 
Mstep: Class 27 contains 12520 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12087 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24790 members 
Mstep: Class 44 contains 16094 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12481 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23330 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5050 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944544.000000 Penalty: 172990.062500
Iteration 349Q: 81 clusters Score -8.594454e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16533 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22162 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7972 members 
Mstep: Class 25 contains 13309 members 
Mstep: Class 26 contains 8071 members 
Mstep: Class 27 contains 12522 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12085 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24803 members 
Mstep: Class 44 contains 16094 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12481 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23314 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5055 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944496.000000 Penalty: 172990.062500
Iteration 350Q: 81 clusters Score -8.59445e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16529 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22159 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7970 members 
Mstep: Class 25 contains 13309 members 
Mstep: Class 26 contains 8071 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12079 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24813 members 
Mstep: Class 44 contains 16097 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12488 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23309 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5058 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944512.000000 Penalty: 172990.062500
Iteration 351Q: 81 clusters Score -8.594451e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22153 members 
Mstep: Class 13 contains 8284 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7969 members 
Mstep: Class 25 contains 13310 members 
Mstep: Class 26 contains 8070 members 
Mstep: Class 27 contains 12519 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12074 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24820 members 
Mstep: Class 44 contains 16100 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12498 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23301 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5060 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944488.000000 Penalty: 172990.062500
Iteration 352Q: 81 clusters Score -8.594449e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16533 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22160 members 
Mstep: Class 13 contains 8282 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7963 members 
Mstep: Class 25 contains 13310 members 
Mstep: Class 26 contains 8071 members 
Mstep: Class 27 contains 12518 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12064 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24820 members 
Mstep: Class 44 contains 16099 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12512 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1951 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1657 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23292 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5063 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944560.000000 Penalty: 172990.062500
Iteration 353Q: 81 clusters Score -8.594456e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16538 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22161 members 
Mstep: Class 13 contains 8282 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7956 members 
Mstep: Class 25 contains 13310 members 
Mstep: Class 26 contains 8074 members 
Mstep: Class 27 contains 12519 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12060 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24822 members 
Mstep: Class 44 contains 16099 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1329 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12518 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1657 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23277 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5069 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944584.000000 Penalty: 172990.062500
Iteration 354Q: 81 clusters Score -8.594458e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16538 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29676 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22172 members 
Mstep: Class 13 contains 8281 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7950 members 
Mstep: Class 25 contains 13310 members 
Mstep: Class 26 contains 8076 members 
Mstep: Class 27 contains 12520 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12057 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31411 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24809 members 
Mstep: Class 44 contains 16100 members 
Mstep: Class 45 contains 13415 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1329 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12523 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1657 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23275 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5079 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944552.000000 Penalty: 172990.062500
Iteration 355Q: 81 clusters Score -8.594455e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16535 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29677 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22188 members 
Mstep: Class 13 contains 8281 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7942 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 8076 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12049 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31410 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24788 members 
Mstep: Class 44 contains 16101 members 
Mstep: Class 45 contains 13416 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1329 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12532 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1657 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23278 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5095 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944592.000000 Penalty: 172990.062500
Iteration 356Q: 81 clusters Score -8.594459e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16533 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29679 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10793 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 22202 members 
Mstep: Class 13 contains 8279 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7938 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 8077 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12041 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31409 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24785 members 
Mstep: Class 44 contains 16099 members 
Mstep: Class 45 contains 13416 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1329 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12543 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1657 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23271 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5105 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944528.000000 Penalty: 172990.062500
Iteration 357Q: 81 clusters Score -8.594453e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16531 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29681 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10791 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 22216 members 
Mstep: Class 13 contains 8277 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7936 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 8077 members 
Mstep: Class 27 contains 12527 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12030 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31406 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24776 members 
Mstep: Class 44 contains 16094 members 
Mstep: Class 45 contains 13417 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1329 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12553 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1657 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23271 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5113 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944544.000000 Penalty: 172990.062500
Iteration 358Q: 81 clusters Score -8.594454e+07 nChanged 78
Entering ConstructFrom: 
Score: -85944544.000000 Penalty: 172990.062500
Entering ConstructFrom: 
Trying to split cluster 1 (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: -195682.093750 Penalty: 1204.279663
	Iteration 0F: 2 clusters Score -195682.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -193858.031250 Penalty: 2408.559326
	Iteration 0F: 3 clusters Score -193858 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -194473.156250 Penalty: 2408.559326
	Iteration 1F: 3 clusters Score -194473.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -194743.953125 Penalty: 2408.559326
	Iteration 2F: 3 clusters Score -194744 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -194964.109375 Penalty: 2408.559326
	Iteration 3F: 3 clusters Score -194964.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -195171.953125 Penalty: 2408.559326
	Iteration 4F: 3 clusters Score -195172 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -195384.390625 Penalty: 2408.559326
	Iteration 5F: 3 clusters Score -195384.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -195547.890625 Penalty: 2408.559326
	Iteration 6F: 3 clusters Score -195547.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -195608.984375 Penalty: 2408.559326
	Iteration 7Q: 3 clusters Score -195609 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -195669.453125 Penalty: 2408.559326
	Iteration 8Q: 3 clusters Score -195669.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -195735.328125 Penalty: 2408.559326
	Iteration 9Q: 3 clusters Score -195735.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -195786.203125 Penalty: 2408.559326
	Iteration 10Q: 3 clusters Score -195786.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -195871.859375 Penalty: 2408.559326
	Iteration 11Q: 3 clusters Score -195871.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -195943.859375 Penalty: 2408.559326
	Iteration 12Q: 3 clusters Score -195943.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -195972.421875 Penalty: 2408.559326
	Iteration 13Q: 3 clusters Score -195972.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -195981.281250 Penalty: 2408.559326
	Iteration 14Q: 3 clusters Score -195981.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -195985.484375 Penalty: 2408.559326
	Iteration 15Q: 3 clusters Score -195985.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -195991.703125 Penalty: 2408.559326
	Iteration 16Q: 3 clusters Score -195991.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -195997.500000 Penalty: 2408.559326
	Iteration 17Q: 3 clusters Score -195997.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -196004.250000 Penalty: 2408.559326
	Iteration 18Q: 3 clusters Score -196004.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -196009.921875 Penalty: 2408.559326
	Iteration 19Q: 3 clusters Score -196009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -196019.187500 Penalty: 2408.559326
	Iteration 20F: 3 clusters Score -196019.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -196028.750000 Penalty: 2408.559326
	Iteration 21Q: 3 clusters Score -196028.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -196036.828125 Penalty: 2408.559326
	Iteration 22Q: 3 clusters Score -196036.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -196039.812500 Penalty: 2408.559326
	Iteration 23Q: 3 clusters Score -196039.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -196043.453125 Penalty: 2408.559326
	Iteration 24Q: 3 clusters Score -196043.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -196049.203125 Penalty: 2408.559326
	Iteration 25Q: 3 clusters Score -196049.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -196051.078125 Penalty: 2408.559326
	Iteration 26Q: 3 clusters Score -196051.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -196052.234375 Penalty: 2408.559326
	Iteration 27Q: 3 clusters Score -196052.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -196052.750000 Penalty: 2408.559326
	Iteration 28Q: 3 clusters Score -196052.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -196052.750000 Penalty: 2408.559326
	Iteration 29F: 3 clusters Score -196052.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29680 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10787 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 22225 members 
Mstep: Class 13 contains 8274 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7933 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 8079 members 
Mstep: Class 27 contains 12531 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12026 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31406 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24781 members 
Mstep: Class 44 contains 16090 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1329 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12558 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23258 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5121 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15461 members 
Mstep: Class 81 contains 809 members 
Entering Unmasked Estep 
Score: -85943720.000000 Penalty: 175152.437500
Splitting cluster 1 changes total score from -85944544.000000 to -85943720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -182735.890625 Penalty: 1181.199463
	Iteration 0F: 2 clusters Score -182735.9 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 712 members 
Entering Unmasked Estep 
Score: -181044.296875 Penalty: 2362.398926
	Iteration 0F: 3 clusters Score -181044.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -181457.078125 Penalty: 2362.398926
	Iteration 1F: 3 clusters Score -181457.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -181568.281250 Penalty: 2362.398926
	Iteration 2F: 3 clusters Score -181568.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -181668.156250 Penalty: 2362.398926
	Iteration 3F: 3 clusters Score -181668.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -181778.593750 Penalty: 2362.398926
	Iteration 4F: 3 clusters Score -181778.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -181917.437500 Penalty: 2362.398926
	Iteration 5F: 3 clusters Score -181917.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -182043.343750 Penalty: 2362.398926
	Iteration 6F: 3 clusters Score -182043.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -182178.500000 Penalty: 2362.398926
	Iteration 7F: 3 clusters Score -182178.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -182347.250000 Penalty: 2362.398926
	Iteration 8F: 3 clusters Score -182347.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -182486.406250 Penalty: 2362.398926
	Iteration 9Q: 3 clusters Score -182486.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -182590.765625 Penalty: 2362.398926
	Iteration 10Q: 3 clusters Score -182590.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -182642.625000 Penalty: 2362.398926
	Iteration 11Q: 3 clusters Score -182642.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -182665.562500 Penalty: 2362.398926
	Iteration 12Q: 3 clusters Score -182665.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -182692.921875 Penalty: 2362.398926
	Iteration 13Q: 3 clusters Score -182692.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -182706.500000 Penalty: 2362.398926
	Iteration 14Q: 3 clusters Score -182706.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -182724.796875 Penalty: 2362.398926
	Iteration 15Q: 3 clusters Score -182724.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -182741.906250 Penalty: 2362.398926
	Iteration 16Q: 3 clusters Score -182741.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -182754.718750 Penalty: 2362.398926
	Iteration 17Q: 3 clusters Score -182754.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -182773.984375 Penalty: 2362.398926
	Iteration 18Q: 3 clusters Score -182774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -182803.093750 Penalty: 2362.398926
	Iteration 19Q: 3 clusters Score -182803.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -182834.296875 Penalty: 2362.398926
	Iteration 20F: 3 clusters Score -182834.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -182868.843750 Penalty: 2362.398926
	Iteration 21Q: 3 clusters Score -182868.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -182907.796875 Penalty: 2362.398926
	Iteration 22Q: 3 clusters Score -182907.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -182940.390625 Penalty: 2362.398926
	Iteration 23Q: 3 clusters Score -182940.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -182963.718750 Penalty: 2362.398926
	Iteration 24Q: 3 clusters Score -182963.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -182972.187500 Penalty: 2362.398926
	Iteration 25Q: 3 clusters Score -182972.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -182976.437500 Penalty: 2362.398926
	Iteration 26Q: 3 clusters Score -182976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -182978.328125 Penalty: 2362.398926
	Iteration 27Q: 3 clusters Score -182978.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -182978.765625 Penalty: 2362.398926
	Iteration 28Q: 3 clusters Score -182978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -182980.140625 Penalty: 2362.398926
	Iteration 29Q: 3 clusters Score -182980.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -182980.140625 Penalty: 2362.398926
	Iteration 30F: 3 clusters Score -182980.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 849 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29680 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10787 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 22225 members 
Mstep: Class 13 contains 8274 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7933 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 8079 members 
Mstep: Class 27 contains 12531 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12026 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31406 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24781 members 
Mstep: Class 44 contains 16090 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1329 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12558 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23258 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5121 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15461 members 
Mstep: Class 81 contains 586 members 
Entering Unmasked Estep 
Score: -85943816.000000 Penalty: 175152.437500
Splitting cluster 2 changes total score from -85944544.000000 to -85943816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (16530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Entering Unmasked Estep 
Score: -2503272.750000 Penalty: 1578.351562
	Iteration 0F: 2 clusters Score -2503273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2491989.000000 Penalty: 3156.703125
	Iteration 0F: 3 clusters Score -2491989 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2496083.000000 Penalty: 3156.703125
	Iteration 1F: 3 clusters Score -2496083 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2496453.750000 Penalty: 3156.703125
	Iteration 2F: 3 clusters Score -2496454 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2496765.250000 Penalty: 3156.703125
	Iteration 3F: 3 clusters Score -2496765 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2497078.500000 Penalty: 3156.703125
	Iteration 4Q: 3 clusters Score -2497078 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2497374.000000 Penalty: 3156.703125
	Iteration 5Q: 3 clusters Score -2497374 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2497688.750000 Penalty: 3156.703125
	Iteration 6Q: 3 clusters Score -2497689 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2498059.500000 Penalty: 3156.703125
	Iteration 7F: 3 clusters Score -2498060 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2498451.250000 Penalty: 3156.703125
	Iteration 8F: 3 clusters Score -2498451 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2498905.000000 Penalty: 3156.703125
	Iteration 9Q: 3 clusters Score -2498905 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2499357.500000 Penalty: 3156.703125
	Iteration 10Q: 3 clusters Score -2499358 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2499797.250000 Penalty: 3156.703125
	Iteration 11Q: 3 clusters Score -2499797 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2500231.500000 Penalty: 3156.703125
	Iteration 12Q: 3 clusters Score -2500232 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2500686.750000 Penalty: 3156.703125
	Iteration 13Q: 3 clusters Score -2500687 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2501038.500000 Penalty: 3156.703125
	Iteration 14Q: 3 clusters Score -2501038 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2501289.000000 Penalty: 3156.703125
	Iteration 15Q: 3 clusters Score -2501289 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2501449.250000 Penalty: 3156.703125
	Iteration 16Q: 3 clusters Score -2501449 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2501555.000000 Penalty: 3156.703125
	Iteration 17Q: 3 clusters Score -2501555 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2501636.000000 Penalty: 3156.703125
	Iteration 18Q: 3 clusters Score -2501636 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2501694.750000 Penalty: 3156.703125
	Iteration 19Q: 3 clusters Score -2501695 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2501741.750000 Penalty: 3156.703125
	Iteration 20F: 3 clusters Score -2501742 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2501783.250000 Penalty: 3156.703125
	Iteration 21Q: 3 clusters Score -2501783 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2501821.750000 Penalty: 3156.703125
	Iteration 22Q: 3 clusters Score -2501822 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2501865.250000 Penalty: 3156.703125
	Iteration 23Q: 3 clusters Score -2501865 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2501901.750000 Penalty: 3156.703125
	Iteration 24Q: 3 clusters Score -2501902 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2501927.500000 Penalty: 3156.703125
	Iteration 25Q: 3 clusters Score -2501928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2501939.250000 Penalty: 3156.703125
	Iteration 26Q: 3 clusters Score -2501939 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2501957.500000 Penalty: 3156.703125
	Iteration 27Q: 3 clusters Score -2501958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2501964.000000 Penalty: 3156.703125
	Iteration 28Q: 3 clusters Score -2501964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2501972.250000 Penalty: 3156.703125
	Iteration 29Q: 3 clusters Score -2501972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2501983.250000 Penalty: 3156.703125
	Iteration 30Q: 3 clusters Score -2501983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2501981.250000 Penalty: 3156.703125
	Iteration 31Q: 3 clusters Score -2501981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2501986.000000 Penalty: 3156.703125
	Iteration 32Q: 3 clusters Score -2501986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2501987.500000 Penalty: 3156.703125
	Iteration 33Q: 3 clusters Score -2501988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2501985.250000 Penalty: 3156.703125
	Iteration 34Q: 3 clusters Score -2501985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2501987.750000 Penalty: 3156.703125
	Iteration 35Q: 3 clusters Score -2501988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2501987.750000 Penalty: 3156.703125
	Iteration 36F: 3 clusters Score -2501988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -147443.421875 Penalty: 1156.017822
	Iteration 0F: 2 clusters Score -147443.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -145894.531250 Penalty: 2312.035645
	Iteration 0F: 3 clusters Score -145894.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -146258.250000 Penalty: 2312.035645
	Iteration 1F: 3 clusters Score -146258.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -146368.234375 Penalty: 2312.035645
	Iteration 2F: 3 clusters Score -146368.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -146416.734375 Penalty: 2312.035645
	Iteration 3Q: 3 clusters Score -146416.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -146472.515625 Penalty: 2312.035645
	Iteration 4Q: 3 clusters Score -146472.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -146522.718750 Penalty: 2312.035645
	Iteration 5Q: 3 clusters Score -146522.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -146569.015625 Penalty: 2312.035645
	Iteration 6Q: 3 clusters Score -146569 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -146637.218750 Penalty: 2312.035645
	Iteration 7Q: 3 clusters Score -146637.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -146732.859375 Penalty: 2312.035645
	Iteration 8Q: 3 clusters Score -146732.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -146838.546875 Penalty: 2312.035645
	Iteration 9Q: 3 clusters Score -146838.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -146971.468750 Penalty: 2312.035645
	Iteration 10F: 3 clusters Score -146971.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -147103.750000 Penalty: 2312.035645
	Iteration 11F: 3 clusters Score -147103.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -147215.906250 Penalty: 2312.035645
	Iteration 12Q: 3 clusters Score -147215.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -147293.390625 Penalty: 2312.035645
	Iteration 13Q: 3 clusters Score -147293.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -147347.218750 Penalty: 2312.035645
	Iteration 14Q: 3 clusters Score -147347.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -147391.031250 Penalty: 2312.035645
	Iteration 15Q: 3 clusters Score -147391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -147415.937500 Penalty: 2312.035645
	Iteration 16Q: 3 clusters Score -147415.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -147445.437500 Penalty: 2312.035645
	Iteration 17Q: 3 clusters Score -147445.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -147465.796875 Penalty: 2312.035645
	Iteration 18Q: 3 clusters Score -147465.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -147486.203125 Penalty: 2312.035645
	Iteration 19Q: 3 clusters Score -147486.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -147495.671875 Penalty: 2312.035645
	Iteration 20F: 3 clusters Score -147495.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -147509.515625 Penalty: 2312.035645
	Iteration 21Q: 3 clusters Score -147509.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -147513.921875 Penalty: 2312.035645
	Iteration 22Q: 3 clusters Score -147513.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -147518.187500 Penalty: 2312.035645
	Iteration 23Q: 3 clusters Score -147518.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -147520.578125 Penalty: 2312.035645
	Iteration 24Q: 3 clusters Score -147520.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -147523.265625 Penalty: 2312.035645
	Iteration 25Q: 3 clusters Score -147523.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -147523.593750 Penalty: 2312.035645
	Iteration 26Q: 3 clusters Score -147523.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -147523.937500 Penalty: 2312.035645
	Iteration 27Q: 3 clusters Score -147523.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -147525.468750 Penalty: 2312.035645
	Iteration 28Q: 3 clusters Score -147525.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -147526.171875 Penalty: 2312.035645
	Iteration 29Q: 3 clusters Score -147526.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -147527.078125 Penalty: 2312.035645
	Iteration 30Q: 3 clusters Score -147527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -147527.312500 Penalty: 2312.035645
	Iteration 31Q: 3 clusters Score -147527.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -147528.625000 Penalty: 2312.035645
	Iteration 32Q: 3 clusters Score -147528.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -147532.343750 Penalty: 2312.035645
	Iteration 33Q: 3 clusters Score -147532.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -147534.296875 Penalty: 2312.035645
	Iteration 34Q: 3 clusters Score -147534.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -147535.625000 Penalty: 2312.035645
	Iteration 35Q: 3 clusters Score -147535.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -147541.703125 Penalty: 2312.035645
	Iteration 36Q: 3 clusters Score -147541.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -147545.046875 Penalty: 2312.035645
	Iteration 37Q: 3 clusters Score -147545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -147546.578125 Penalty: 2312.035645
	Iteration 38Q: 3 clusters Score -147546.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -147546.578125 Penalty: 2312.035645
	Iteration 39F: 3 clusters Score -147546.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 29680 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10787 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 22225 members 
Mstep: Class 13 contains 8274 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7933 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 8079 members 
Mstep: Class 27 contains 12531 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12026 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31406 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24781 members 
Mstep: Class 44 contains 16090 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1329 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12558 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23258 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5121 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15461 members 
Mstep: Class 81 contains 640 members 
Entering Unmasked Estep 
Score: -85943576.000000 Penalty: 175152.437500
Splitting cluster 4 changes total score from -85944544.000000 to -85943576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (29680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Entering Unmasked Estep 
Score: -4525428.000000 Penalty: 1673.462036
	Iteration 0F: 2 clusters Score -4525428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -4508331.000000 Penalty: 3346.924072
	Iteration 0F: 3 clusters Score -4508331 nChanged 13691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -4516147.000000 Penalty: 3346.924072
	Iteration 1F: 3 clusters Score -4516147 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -4516644.500000 Penalty: 3346.924072
	Iteration 2F: 3 clusters Score -4516644 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -4517123.500000 Penalty: 3346.924072
	Iteration 3F: 3 clusters Score -4517124 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -4517615.000000 Penalty: 3346.924072
	Iteration 4Q: 3 clusters Score -4517615 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -4518141.000000 Penalty: 3346.924072
	Iteration 5F: 3 clusters Score -4518141 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -4518714.500000 Penalty: 3346.924072
	Iteration 6F: 3 clusters Score -4518714 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -4519235.500000 Penalty: 3346.924072
	Iteration 7F: 3 clusters Score -4519236 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -4519817.000000 Penalty: 3346.924072
	Iteration 8F: 3 clusters Score -4519817 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -4520463.500000 Penalty: 3346.924072
	Iteration 9Q: 3 clusters Score -4520464 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -4521101.000000 Penalty: 3346.924072
	Iteration 10Q: 3 clusters Score -4521101 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -4521583.500000 Penalty: 3346.924072
	Iteration 11Q: 3 clusters Score -4521584 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -4521780.500000 Penalty: 3346.924072
	Iteration 12Q: 3 clusters Score -4521780 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -4521855.500000 Penalty: 3346.924072
	Iteration 13Q: 3 clusters Score -4521856 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -4521887.500000 Penalty: 3346.924072
	Iteration 14Q: 3 clusters Score -4521888 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -4521892.000000 Penalty: 3346.924072
	Iteration 15Q: 3 clusters Score -4521892 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -4521885.500000 Penalty: 3346.924072
	Iteration 16Q: 3 clusters Score -4521886 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -4521905.000000 Penalty: 3346.924072
	Iteration 17Q: 3 clusters Score -4521905 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -4521910.500000 Penalty: 3346.924072
	Iteration 18Q: 3 clusters Score -4521910 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -4521937.000000 Penalty: 3346.924072
	Iteration 19Q: 3 clusters Score -4521937 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -4521961.500000 Penalty: 3346.924072
	Iteration 20F: 3 clusters Score -4521962 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -4521980.000000 Penalty: 3346.924072
	Iteration 21Q: 3 clusters Score -4521980 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -4521988.500000 Penalty: 3346.924072
	Iteration 22Q: 3 clusters Score -4521988 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -4522020.500000 Penalty: 3346.924072
	Iteration 23Q: 3 clusters Score -4522020 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -4522010.500000 Penalty: 3346.924072
	Iteration 24Q: 3 clusters Score -4522010 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -4522050.500000 Penalty: 3346.924072
	Iteration 25Q: 3 clusters Score -4522050 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -4522052.500000 Penalty: 3346.924072
	Iteration 26Q: 3 clusters Score -4522052 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -4522114.000000 Penalty: 3346.924072
	Iteration 27Q: 3 clusters Score -4522114 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -4522123.000000 Penalty: 3346.924072
	Iteration 28Q: 3 clusters Score -4522123 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -4522154.500000 Penalty: 3346.924072
	Iteration 29Q: 3 clusters Score -4522154 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -4522175.000000 Penalty: 3346.924072
	Iteration 30Q: 3 clusters Score -4522175 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -4522215.000000 Penalty: 3346.924072
	Iteration 31Q: 3 clusters Score -4522215 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -4522208.500000 Penalty: 3346.924072
	Iteration 32Q: 3 clusters Score -4522208 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -4522231.500000 Penalty: 3346.924072
	Iteration 33Q: 3 clusters Score -4522232 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -4522229.500000 Penalty: 3346.924072
	Iteration 34Q: 3 clusters Score -4522230 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -4522206.000000 Penalty: 3346.924072
	Iteration 35Q: 3 clusters Score -4522206 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -4522223.000000 Penalty: 3346.924072
	Iteration 36Q: 3 clusters Score -4522223 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -4522206.000000 Penalty: 3346.924072
	Iteration 37Q: 3 clusters Score -4522206 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -4522206.500000 Penalty: 3346.924072
	Iteration 38Q: 3 clusters Score -4522206 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -4522215.500000 Penalty: 3346.924072
	Iteration 39Q: 3 clusters Score -4522216 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -4522219.500000 Penalty: 3346.924072
	Iteration 40F: 3 clusters Score -4522220 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -4522225.000000 Penalty: 3346.924072
	Iteration 41Q: 3 clusters Score -4522225 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -4522231.500000 Penalty: 3346.924072
	Iteration 42Q: 3 clusters Score -4522232 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -4522227.000000 Penalty: 3346.924072
	Iteration 43Q: 3 clusters Score -4522227 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -4522259.000000 Penalty: 3346.924072
	Iteration 44Q: 3 clusters Score -4522259 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -4522278.000000 Penalty: 3346.924072
	Iteration 45Q: 3 clusters Score -4522278 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -4522272.000000 Penalty: 3346.924072
	Iteration 46Q: 3 clusters Score -4522272 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -4522305.000000 Penalty: 3346.924072
	Iteration 47Q: 3 clusters Score -4522305 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -4522322.500000 Penalty: 3346.924072
	Iteration 48Q: 3 clusters Score -4522322 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -4522321.500000 Penalty: 3346.924072
	Iteration 49Q: 3 clusters Score -4522322 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -4522312.500000 Penalty: 3346.924072
	Iteration 50Q: 3 clusters Score -4522312 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -4522325.500000 Penalty: 3346.924072
	Iteration 51Q: 3 clusters Score -4522326 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -4522318.000000 Penalty: 3346.924072
	Iteration 52Q: 3 clusters Score -4522318 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -4522315.500000 Penalty: 3346.924072
	Iteration 53Q: 3 clusters Score -4522316 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -4522316.500000 Penalty: 3346.924072
	Iteration 54Q: 3 clusters Score -4522316 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -4522316.500000 Penalty: 3346.924072
	Iteration 55Q: 3 clusters Score -4522316 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -4522310.500000 Penalty: 3346.924072
	Iteration 56Q: 3 clusters Score -4522310 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -4522287.000000 Penalty: 3346.924072
	Iteration 57Q: 3 clusters Score -4522287 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -4522288.000000 Penalty: 3346.924072
	Iteration 58Q: 3 clusters Score -4522288 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -4522281.500000 Penalty: 3346.924072
	Iteration 59Q: 3 clusters Score -4522282 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -4522283.000000 Penalty: 3346.924072
	Iteration 60F: 3 clusters Score -4522283 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -4522259.500000 Penalty: 3346.924072
	Iteration 61Q: 3 clusters Score -4522260 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -4522266.000000 Penalty: 3346.924072
	Iteration 62Q: 3 clusters Score -4522266 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -4522271.500000 Penalty: 3346.924072
	Iteration 63Q: 3 clusters Score -4522272 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -4522256.500000 Penalty: 3346.924072
	Iteration 64Q: 3 clusters Score -4522256 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -4522263.500000 Penalty: 3346.924072
	Iteration 65Q: 3 clusters Score -4522264 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -4522253.000000 Penalty: 3346.924072
	Iteration 66Q: 3 clusters Score -4522253 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -4522233.000000 Penalty: 3346.924072
	Iteration 67Q: 3 clusters Score -4522233 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -4522248.000000 Penalty: 3346.924072
	Iteration 68Q: 3 clusters Score -4522248 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -4522241.500000 Penalty: 3346.924072
	Iteration 69Q: 3 clusters Score -4522242 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -4522272.000000 Penalty: 3346.924072
	Iteration 70Q: 3 clusters Score -4522272 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -4522299.000000 Penalty: 3346.924072
	Iteration 71Q: 3 clusters Score -4522299 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -4522329.500000 Penalty: 3346.924072
	Iteration 72Q: 3 clusters Score -4522330 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -4522363.000000 Penalty: 3346.924072
	Iteration 73Q: 3 clusters Score -4522363 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -4522395.500000 Penalty: 3346.924072
	Iteration 74Q: 3 clusters Score -4522396 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -4522431.500000 Penalty: 3346.924072
	Iteration 75Q: 3 clusters Score -4522432 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -4522486.000000 Penalty: 3346.924072
	Iteration 76Q: 3 clusters Score -4522486 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -4522518.500000 Penalty: 3346.924072
	Iteration 77Q: 3 clusters Score -4522518 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -4522605.000000 Penalty: 3346.924072
	Iteration 78Q: 3 clusters Score -4522605 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4522648.500000 Penalty: 3346.924072
	Iteration 79Q: 3 clusters Score -4522648 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -4522717.000000 Penalty: 3346.924072
	Iteration 80F: 3 clusters Score -4522717 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -4522813.000000 Penalty: 3346.924072
	Iteration 81Q: 3 clusters Score -4522813 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -4522888.000000 Penalty: 3346.924072
	Iteration 82Q: 3 clusters Score -4522888 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -4522985.500000 Penalty: 3346.924072
	Iteration 83Q: 3 clusters Score -4522986 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -4523113.000000 Penalty: 3346.924072
	Iteration 84Q: 3 clusters Score -4523113 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -4523255.500000 Penalty: 3346.924072
	Iteration 85Q: 3 clusters Score -4523256 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -4523401.000000 Penalty: 3346.924072
	Iteration 86Q: 3 clusters Score -4523401 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -4523587.000000 Penalty: 3346.924072
	Iteration 87Q: 3 clusters Score -4523587 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -4523757.000000 Penalty: 3346.924072
	Iteration 88Q: 3 clusters Score -4523757 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -4523958.000000 Penalty: 3346.924072
	Iteration 89Q: 3 clusters Score -4523958 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -4524159.000000 Penalty: 3346.924072
	Iteration 90Q: 3 clusters Score -4524159 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -4524355.000000 Penalty: 3346.924072
	Iteration 91Q: 3 clusters Score -4524355 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -4524534.500000 Penalty: 3346.924072
	Iteration 92Q: 3 clusters Score -4524534 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4524717.000000 Penalty: 3346.924072
	Iteration 93Q: 3 clusters Score -4524717 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -4524855.000000 Penalty: 3346.924072
	Iteration 94Q: 3 clusters Score -4524855 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -4524968.000000 Penalty: 3346.924072
	Iteration 95Q: 3 clusters Score -4524968 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -4525075.000000 Penalty: 3346.924072
	Iteration 96Q: 3 clusters Score -4525075 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -4525159.500000 Penalty: 3346.924072
	Iteration 97Q: 3 clusters Score -4525160 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -4525228.000000 Penalty: 3346.924072
	Iteration 98Q: 3 clusters Score -4525228 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -4525268.000000 Penalty: 3346.924072
	Iteration 99Q: 3 clusters Score -4525268 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -4525345.500000 Penalty: 3346.924072
	Iteration 100F: 3 clusters Score -4525346 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -4525387.500000 Penalty: 3346.924072
	Iteration 101Q: 3 clusters Score -4525388 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -4525459.500000 Penalty: 3346.924072
	Iteration 102Q: 3 clusters Score -4525460 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -4525518.500000 Penalty: 3346.924072
	Iteration 103Q: 3 clusters Score -4525518 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -4525546.500000 Penalty: 3346.924072
	Iteration 104Q: 3 clusters Score -4525546 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -4525588.500000 Penalty: 3346.924072
	Iteration 105Q: 3 clusters Score -4525588 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -4525627.500000 Penalty: 3346.924072
	Iteration 106Q: 3 clusters Score -4525628 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -4525652.500000 Penalty: 3346.924072
	Iteration 107Q: 3 clusters Score -4525652 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -4525645.000000 Penalty: 3346.924072
	Iteration 108Q: 3 clusters Score -4525645 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -4525677.500000 Penalty: 3346.924072
	Iteration 109Q: 3 clusters Score -4525678 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -4525649.000000 Penalty: 3346.924072
	Iteration 110Q: 3 clusters Score -4525649 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -4525673.500000 Penalty: 3346.924072
	Iteration 111Q: 3 clusters Score -4525674 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -4525653.000000 Penalty: 3346.924072
	Iteration 112Q: 3 clusters Score -4525653 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -4525637.500000 Penalty: 3346.924072
	Iteration 113Q: 3 clusters Score -4525638 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -4525611.000000 Penalty: 3346.924072
	Iteration 114Q: 3 clusters Score -4525611 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -4525592.500000 Penalty: 3346.924072
	Iteration 115Q: 3 clusters Score -4525592 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -4525555.500000 Penalty: 3346.924072
	Iteration 116Q: 3 clusters Score -4525556 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -4525532.000000 Penalty: 3346.924072
	Iteration 117Q: 3 clusters Score -4525532 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -4525472.500000 Penalty: 3346.924072
	Iteration 118Q: 3 clusters Score -4525472 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -4525450.500000 Penalty: 3346.924072
	Iteration 119Q: 3 clusters Score -4525450 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -4525451.000000 Penalty: 3346.924072
	Iteration 120F: 3 clusters Score -4525451 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -4525411.000000 Penalty: 3346.924072
	Iteration 121Q: 3 clusters Score -4525411 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -4525368.000000 Penalty: 3346.924072
	Iteration 122Q: 3 clusters Score -4525368 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -4525347.000000 Penalty: 3346.924072
	Iteration 123Q: 3 clusters Score -4525347 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -4525314.500000 Penalty: 3346.924072
	Iteration 124Q: 3 clusters Score -4525314 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -4525289.500000 Penalty: 3346.924072
	Iteration 125Q: 3 clusters Score -4525290 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -4525265.500000 Penalty: 3346.924072
	Iteration 126Q: 3 clusters Score -4525266 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -4525248.000000 Penalty: 3346.924072
	Iteration 127Q: 3 clusters Score -4525248 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -4525231.500000 Penalty: 3346.924072
	Iteration 128Q: 3 clusters Score -4525232 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -4525241.500000 Penalty: 3346.924072
	Iteration 129Q: 3 clusters Score -4525242 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -4525216.500000 Penalty: 3346.924072
	Iteration 130Q: 3 clusters Score -4525216 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -4525196.500000 Penalty: 3346.924072
	Iteration 131Q: 3 clusters Score -4525196 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -4525183.000000 Penalty: 3346.924072
	Iteration 132Q: 3 clusters Score -4525183 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -4525176.500000 Penalty: 3346.924072
	Iteration 133Q: 3 clusters Score -4525176 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -4525125.000000 Penalty: 3346.924072
	Iteration 134Q: 3 clusters Score -4525125 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -4525094.500000 Penalty: 3346.924072
	Iteration 135Q: 3 clusters Score -4525094 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -4525093.000000 Penalty: 3346.924072
	Iteration 136Q: 3 clusters Score -4525093 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -4525049.500000 Penalty: 3346.924072
	Iteration 137Q: 3 clusters Score -4525050 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -4525022.000000 Penalty: 3346.924072
	Iteration 138Q: 3 clusters Score -4525022 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -4524997.000000 Penalty: 3346.924072
	Iteration 139Q: 3 clusters Score -4524997 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -4524967.500000 Penalty: 3346.924072
	Iteration 140F: 3 clusters Score -4524968 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -4524960.000000 Penalty: 3346.924072
	Iteration 141Q: 3 clusters Score -4524960 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -4524926.000000 Penalty: 3346.924072
	Iteration 142Q: 3 clusters Score -4524926 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -4524904.000000 Penalty: 3346.924072
	Iteration 143Q: 3 clusters Score -4524904 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -4524872.000000 Penalty: 3346.924072
	Iteration 144Q: 3 clusters Score -4524872 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -4524835.500000 Penalty: 3346.924072
	Iteration 145Q: 3 clusters Score -4524836 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -4524830.500000 Penalty: 3346.924072
	Iteration 146Q: 3 clusters Score -4524830 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -4524808.500000 Penalty: 3346.924072
	Iteration 147Q: 3 clusters Score -4524808 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -4524765.500000 Penalty: 3346.924072
	Iteration 148Q: 3 clusters Score -4524766 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -4524723.000000 Penalty: 3346.924072
	Iteration 149Q: 3 clusters Score -4524723 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -4524713.000000 Penalty: 3346.924072
	Iteration 150Q: 3 clusters Score -4524713 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -4524686.000000 Penalty: 3346.924072
	Iteration 151Q: 3 clusters Score -4524686 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -4524665.500000 Penalty: 3346.924072
	Iteration 152Q: 3 clusters Score -4524666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -4524636.500000 Penalty: 3346.924072
	Iteration 153Q: 3 clusters Score -4524636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -4524629.500000 Penalty: 3346.924072
	Iteration 154Q: 3 clusters Score -4524630 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -4524625.500000 Penalty: 3346.924072
	Iteration 155Q: 3 clusters Score -4524626 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -4524608.000000 Penalty: 3346.924072
	Iteration 156Q: 3 clusters Score -4524608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -4524607.500000 Penalty: 3346.924072
	Iteration 157Q: 3 clusters Score -4524608 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -4524590.500000 Penalty: 3346.924072
	Iteration 158Q: 3 clusters Score -4524590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -4524584.500000 Penalty: 3346.924072
	Iteration 159Q: 3 clusters Score -4524584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -4524570.000000 Penalty: 3346.924072
	Iteration 160F: 3 clusters Score -4524570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -4524575.000000 Penalty: 3346.924072
	Iteration 161Q: 3 clusters Score -4524575 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -4524549.500000 Penalty: 3346.924072
	Iteration 162Q: 3 clusters Score -4524550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -4524527.500000 Penalty: 3346.924072
	Iteration 163Q: 3 clusters Score -4524528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -4524534.000000 Penalty: 3346.924072
	Iteration 164Q: 3 clusters Score -4524534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -4524510.500000 Penalty: 3346.924072
	Iteration 165Q: 3 clusters Score -4524510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -4524503.000000 Penalty: 3346.924072
	Iteration 166Q: 3 clusters Score -4524503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -4524485.500000 Penalty: 3346.924072
	Iteration 167Q: 3 clusters Score -4524486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -4524481.000000 Penalty: 3346.924072
	Iteration 168Q: 3 clusters Score -4524481 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -4524475.500000 Penalty: 3346.924072
	Iteration 169Q: 3 clusters Score -4524476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -4524469.000000 Penalty: 3346.924072
	Iteration 170Q: 3 clusters Score -4524469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -4524461.000000 Penalty: 3346.924072
	Iteration 171Q: 3 clusters Score -4524461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -4524451.000000 Penalty: 3346.924072
	Iteration 172Q: 3 clusters Score -4524451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -4524450.000000 Penalty: 3346.924072
	Iteration 173Q: 3 clusters Score -4524450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -4524444.500000 Penalty: 3346.924072
	Iteration 174Q: 3 clusters Score -4524444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -4524431.000000 Penalty: 3346.924072
	Iteration 175Q: 3 clusters Score -4524431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -4524427.000000 Penalty: 3346.924072
	Iteration 176Q: 3 clusters Score -4524427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -4524428.000000 Penalty: 3346.924072
	Iteration 177Q: 3 clusters Score -4524428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -4524418.500000 Penalty: 3346.924072
	Iteration 178Q: 3 clusters Score -4524418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -4524404.000000 Penalty: 3346.924072
	Iteration 179Q: 3 clusters Score -4524404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -4524399.500000 Penalty: 3346.924072
	Iteration 180F: 3 clusters Score -4524400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -4524409.000000 Penalty: 3346.924072
	Iteration 181Q: 3 clusters Score -4524409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -4524402.000000 Penalty: 3346.924072
	Iteration 182Q: 3 clusters Score -4524402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -4524402.500000 Penalty: 3346.924072
	Iteration 183Q: 3 clusters Score -4524402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -4524398.000000 Penalty: 3346.924072
	Iteration 184Q: 3 clusters Score -4524398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -4524402.000000 Penalty: 3346.924072
	Iteration 185Q: 3 clusters Score -4524402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -4524403.000000 Penalty: 3346.924072
	Iteration 186Q: 3 clusters Score -4524403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -4524398.000000 Penalty: 3346.924072
	Iteration 187Q: 3 clusters Score -4524398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -4524398.500000 Penalty: 3346.924072
	Iteration 188Q: 3 clusters Score -4524398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -4524398.500000 Penalty: 3346.924072
	Iteration 189F: 3 clusters Score -4524398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -188195.546875 Penalty: 1188.072998
	Iteration 0F: 2 clusters Score -188195.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -186464.062500 Penalty: 2376.145996
	Iteration 0F: 3 clusters Score -186464.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -186885.531250 Penalty: 2376.145996
	Iteration 1F: 3 clusters Score -186885.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -187048.015625 Penalty: 2376.145996
	Iteration 2F: 3 clusters Score -187048 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -187192.328125 Penalty: 2376.145996
	Iteration 3F: 3 clusters Score -187192.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -187295.265625 Penalty: 2376.145996
	Iteration 4F: 3 clusters Score -187295.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -187402.718750 Penalty: 2376.145996
	Iteration 5Q: 3 clusters Score -187402.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -187481.109375 Penalty: 2376.145996
	Iteration 6Q: 3 clusters Score -187481.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -187560.281250 Penalty: 2376.145996
	Iteration 7Q: 3 clusters Score -187560.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -187609.328125 Penalty: 2376.145996
	Iteration 8Q: 3 clusters Score -187609.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -187639.281250 Penalty: 2376.145996
	Iteration 9Q: 3 clusters Score -187639.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -187669.218750 Penalty: 2376.145996
	Iteration 10Q: 3 clusters Score -187669.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -187688.156250 Penalty: 2376.145996
	Iteration 11Q: 3 clusters Score -187688.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -187694.796875 Penalty: 2376.145996
	Iteration 12Q: 3 clusters Score -187694.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -187701.437500 Penalty: 2376.145996
	Iteration 13Q: 3 clusters Score -187701.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -187712.765625 Penalty: 2376.145996
	Iteration 14Q: 3 clusters Score -187712.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -187721.984375 Penalty: 2376.145996
	Iteration 15Q: 3 clusters Score -187722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -187728.359375 Penalty: 2376.145996
	Iteration 16Q: 3 clusters Score -187728.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -187731.515625 Penalty: 2376.145996
	Iteration 17Q: 3 clusters Score -187731.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -187732.062500 Penalty: 2376.145996
	Iteration 18Q: 3 clusters Score -187732.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -187732.062500 Penalty: 2376.145996
	Iteration 19F: 3 clusters Score -187732.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Entering Unmasked Estep 
Score: -1615517.375000 Penalty: 1555.131592
	Iteration 0F: 2 clusters Score -1615517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1605699.500000 Penalty: 3110.263184
	Iteration 0F: 3 clusters Score -1605700 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1609219.000000 Penalty: 3110.263184
	Iteration 1F: 3 clusters Score -1609219 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1609762.750000 Penalty: 3110.263184
	Iteration 2F: 3 clusters Score -1609763 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1610308.875000 Penalty: 3110.263184
	Iteration 3F: 3 clusters Score -1610309 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1610876.750000 Penalty: 3110.263184
	Iteration 4F: 3 clusters Score -1610877 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1611445.625000 Penalty: 3110.263184
	Iteration 5F: 3 clusters Score -1611446 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1612023.375000 Penalty: 3110.263184
	Iteration 6F: 3 clusters Score -1612023 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1612573.375000 Penalty: 3110.263184
	Iteration 7F: 3 clusters Score -1612573 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1613080.000000 Penalty: 3110.263184
	Iteration 8Q: 3 clusters Score -1613080 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1613493.125000 Penalty: 3110.263184
	Iteration 9Q: 3 clusters Score -1613493 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1613829.125000 Penalty: 3110.263184
	Iteration 10Q: 3 clusters Score -1613829 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1614113.500000 Penalty: 3110.263184
	Iteration 11Q: 3 clusters Score -1614114 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1614400.500000 Penalty: 3110.263184
	Iteration 12Q: 3 clusters Score -1614400 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1614638.750000 Penalty: 3110.263184
	Iteration 13Q: 3 clusters Score -1614639 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1614745.875000 Penalty: 3110.263184
	Iteration 14Q: 3 clusters Score -1614746 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1614793.500000 Penalty: 3110.263184
	Iteration 15Q: 3 clusters Score -1614794 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1614814.250000 Penalty: 3110.263184
	Iteration 16Q: 3 clusters Score -1614814 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1614835.125000 Penalty: 3110.263184
	Iteration 17Q: 3 clusters Score -1614835 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1614852.000000 Penalty: 3110.263184
	Iteration 18Q: 3 clusters Score -1614852 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1614864.500000 Penalty: 3110.263184
	Iteration 19Q: 3 clusters Score -1614864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1614870.625000 Penalty: 3110.263184
	Iteration 20F: 3 clusters Score -1614871 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1614884.125000 Penalty: 3110.263184
	Iteration 21Q: 3 clusters Score -1614884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1614886.125000 Penalty: 3110.263184
	Iteration 22Q: 3 clusters Score -1614886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1614893.375000 Penalty: 3110.263184
	Iteration 23Q: 3 clusters Score -1614893 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1614903.500000 Penalty: 3110.263184
	Iteration 24Q: 3 clusters Score -1614904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1614907.750000 Penalty: 3110.263184
	Iteration 25Q: 3 clusters Score -1614908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1614911.875000 Penalty: 3110.263184
	Iteration 26Q: 3 clusters Score -1614912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1614915.875000 Penalty: 3110.263184
	Iteration 27Q: 3 clusters Score -1614916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1614931.000000 Penalty: 3110.263184
	Iteration 28Q: 3 clusters Score -1614931 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1614940.875000 Penalty: 3110.263184
	Iteration 29Q: 3 clusters Score -1614941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1614949.875000 Penalty: 3110.263184
	Iteration 30Q: 3 clusters Score -1614950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1614963.125000 Penalty: 3110.263184
	Iteration 31Q: 3 clusters Score -1614963 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1614973.750000 Penalty: 3110.263184
	Iteration 32Q: 3 clusters Score -1614974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1614980.750000 Penalty: 3110.263184
	Iteration 33Q: 3 clusters Score -1614981 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1614991.000000 Penalty: 3110.263184
	Iteration 34Q: 3 clusters Score -1614991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1614992.250000 Penalty: 3110.263184
	Iteration 35Q: 3 clusters Score -1614992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1614996.500000 Penalty: 3110.263184
	Iteration 36Q: 3 clusters Score -1614996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1615002.250000 Penalty: 3110.263184
	Iteration 37Q: 3 clusters Score -1615002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1615004.500000 Penalty: 3110.263184
	Iteration 38Q: 3 clusters Score -1615004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1614997.875000 Penalty: 3110.263184
	Iteration 39Q: 3 clusters Score -1614998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1614999.875000 Penalty: 3110.263184
	Iteration 40F: 3 clusters Score -1615000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1615002.750000 Penalty: 3110.263184
	Iteration 41Q: 3 clusters Score -1615003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1615002.750000 Penalty: 3110.263184
	Iteration 42Q: 3 clusters Score -1615003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1615006.000000 Penalty: 3110.263184
	Iteration 43Q: 3 clusters Score -1615006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1615006.625000 Penalty: 3110.263184
	Iteration 44Q: 3 clusters Score -1615007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1615006.875000 Penalty: 3110.263184
	Iteration 45Q: 3 clusters Score -1615007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1615008.250000 Penalty: 3110.263184
	Iteration 46Q: 3 clusters Score -1615008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1615008.000000 Penalty: 3110.263184
	Iteration 47Q: 3 clusters Score -1615008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1615005.250000 Penalty: 3110.263184
	Iteration 48Q: 3 clusters Score -1615005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1615004.250000 Penalty: 3110.263184
	Iteration 49Q: 3 clusters Score -1615004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1615005.500000 Penalty: 3110.263184
	Iteration 50Q: 3 clusters Score -1615006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1615005.500000 Penalty: 3110.263184
	Iteration 51F: 3 clusters Score -1615006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -19635.587891 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -19635.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19032.876953 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -19032.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19129.310547 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -19129.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19145.630859 Penalty: 1726.791992
	Iteration 2Q: 3 clusters Score -19145.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19161.105469 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -19161.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19165.951172 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -19165.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19169.250000 Penalty: 1726.791992
	Iteration 5Q: 3 clusters Score -19169.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19169.564453 Penalty: 1726.791992
	Iteration 6Q: 3 clusters Score -19169.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19170.222656 Penalty: 1726.791992
	Iteration 7Q: 3 clusters Score -19170.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19170.222656 Penalty: 1726.791992
	Iteration 8F: 3 clusters Score -19170.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Entering Unmasked Estep 
Score: -1605200.250000 Penalty: 1508.990723
	Iteration 0F: 2 clusters Score -1605200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1597608.375000 Penalty: 3017.981445
	Iteration 0F: 3 clusters Score -1597608 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1600247.875000 Penalty: 3017.981445
	Iteration 1F: 3 clusters Score -1600248 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1600558.250000 Penalty: 3017.981445
	Iteration 2F: 3 clusters Score -1600558 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1600811.625000 Penalty: 3017.981445
	Iteration 3F: 3 clusters Score -1600812 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1601038.500000 Penalty: 3017.981445
	Iteration 4Q: 3 clusters Score -1601038 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1601235.875000 Penalty: 3017.981445
	Iteration 5Q: 3 clusters Score -1601236 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1601435.000000 Penalty: 3017.981445
	Iteration 6Q: 3 clusters Score -1601435 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1601632.000000 Penalty: 3017.981445
	Iteration 7Q: 3 clusters Score -1601632 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1601824.750000 Penalty: 3017.981445
	Iteration 8Q: 3 clusters Score -1601825 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1602035.750000 Penalty: 3017.981445
	Iteration 9Q: 3 clusters Score -1602036 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1602250.125000 Penalty: 3017.981445
	Iteration 10Q: 3 clusters Score -1602250 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1602459.750000 Penalty: 3017.981445
	Iteration 11Q: 3 clusters Score -1602460 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1602703.250000 Penalty: 3017.981445
	Iteration 12Q: 3 clusters Score -1602703 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1602909.750000 Penalty: 3017.981445
	Iteration 13Q: 3 clusters Score -1602910 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1603111.250000 Penalty: 3017.981445
	Iteration 14Q: 3 clusters Score -1603111 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1603295.250000 Penalty: 3017.981445
	Iteration 15Q: 3 clusters Score -1603295 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1603461.250000 Penalty: 3017.981445
	Iteration 16Q: 3 clusters Score -1603461 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1603616.250000 Penalty: 3017.981445
	Iteration 17Q: 3 clusters Score -1603616 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1603724.125000 Penalty: 3017.981445
	Iteration 18Q: 3 clusters Score -1603724 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1603815.500000 Penalty: 3017.981445
	Iteration 19Q: 3 clusters Score -1603816 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1603878.875000 Penalty: 3017.981445
	Iteration 20F: 3 clusters Score -1603879 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1603921.375000 Penalty: 3017.981445
	Iteration 21Q: 3 clusters Score -1603921 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1603948.375000 Penalty: 3017.981445
	Iteration 22Q: 3 clusters Score -1603948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1603971.750000 Penalty: 3017.981445
	Iteration 23Q: 3 clusters Score -1603972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1603978.250000 Penalty: 3017.981445
	Iteration 24Q: 3 clusters Score -1603978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1603984.625000 Penalty: 3017.981445
	Iteration 25Q: 3 clusters Score -1603985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1603993.250000 Penalty: 3017.981445
	Iteration 26Q: 3 clusters Score -1603993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1603995.875000 Penalty: 3017.981445
	Iteration 27Q: 3 clusters Score -1603996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1604000.875000 Penalty: 3017.981445
	Iteration 28Q: 3 clusters Score -1604001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1604005.000000 Penalty: 3017.981445
	Iteration 29Q: 3 clusters Score -1604005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1604007.625000 Penalty: 3017.981445
	Iteration 30Q: 3 clusters Score -1604008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1604013.625000 Penalty: 3017.981445
	Iteration 31Q: 3 clusters Score -1604014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1604015.750000 Penalty: 3017.981445
	Iteration 32Q: 3 clusters Score -1604016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1604020.000000 Penalty: 3017.981445
	Iteration 33Q: 3 clusters Score -1604020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1604022.125000 Penalty: 3017.981445
	Iteration 34Q: 3 clusters Score -1604022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1604024.750000 Penalty: 3017.981445
	Iteration 35Q: 3 clusters Score -1604025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1604024.875000 Penalty: 3017.981445
	Iteration 36Q: 3 clusters Score -1604025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1604024.125000 Penalty: 3017.981445
	Iteration 37Q: 3 clusters Score -1604024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1604025.250000 Penalty: 3017.981445
	Iteration 38Q: 3 clusters Score -1604025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1604025.875000 Penalty: 3017.981445
	Iteration 39Q: 3 clusters Score -1604026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1604024.375000 Penalty: 3017.981445
	Iteration 40F: 3 clusters Score -1604024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1604022.875000 Penalty: 3017.981445
	Iteration 41Q: 3 clusters Score -1604023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1604024.625000 Penalty: 3017.981445
	Iteration 42Q: 3 clusters Score -1604025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1604024.750000 Penalty: 3017.981445
	Iteration 43Q: 3 clusters Score -1604025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1604024.750000 Penalty: 3017.981445
	Iteration 44F: 3 clusters Score -1604025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Entering Unmasked Estep 
Score: -649757.312500 Penalty: 1378.658081
	Iteration 0F: 2 clusters Score -649757.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -645908.562500 Penalty: 2757.316162
	Iteration 0F: 3 clusters Score -645908.6 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -647037.812500 Penalty: 2757.316162
	Iteration 1F: 3 clusters Score -647037.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -647251.500000 Penalty: 2757.316162
	Iteration 2F: 3 clusters Score -647251.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -647384.437500 Penalty: 2757.316162
	Iteration 3F: 3 clusters Score -647384.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -647488.562500 Penalty: 2757.316162
	Iteration 4Q: 3 clusters Score -647488.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -647560.312500 Penalty: 2757.316162
	Iteration 5Q: 3 clusters Score -647560.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -647617.500000 Penalty: 2757.316162
	Iteration 6Q: 3 clusters Score -647617.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -647675.937500 Penalty: 2757.316162
	Iteration 7Q: 3 clusters Score -647675.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -647730.625000 Penalty: 2757.316162
	Iteration 8Q: 3 clusters Score -647730.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -647779.187500 Penalty: 2757.316162
	Iteration 9Q: 3 clusters Score -647779.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -647836.687500 Penalty: 2757.316162
	Iteration 10Q: 3 clusters Score -647836.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -647909.687500 Penalty: 2757.316162
	Iteration 11Q: 3 clusters Score -647909.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -647978.625000 Penalty: 2757.316162
	Iteration 12Q: 3 clusters Score -647978.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -648043.562500 Penalty: 2757.316162
	Iteration 13Q: 3 clusters Score -648043.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -648103.000000 Penalty: 2757.316162
	Iteration 14Q: 3 clusters Score -648103 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -648165.312500 Penalty: 2757.316162
	Iteration 15Q: 3 clusters Score -648165.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -648211.625000 Penalty: 2757.316162
	Iteration 16Q: 3 clusters Score -648211.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -648254.312500 Penalty: 2757.316162
	Iteration 17Q: 3 clusters Score -648254.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -648291.250000 Penalty: 2757.316162
	Iteration 18Q: 3 clusters Score -648291.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -648327.562500 Penalty: 2757.316162
	Iteration 19Q: 3 clusters Score -648327.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -648365.812500 Penalty: 2757.316162
	Iteration 20F: 3 clusters Score -648365.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -648398.125000 Penalty: 2757.316162
	Iteration 21Q: 3 clusters Score -648398.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -648433.875000 Penalty: 2757.316162
	Iteration 22Q: 3 clusters Score -648433.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -648467.250000 Penalty: 2757.316162
	Iteration 23Q: 3 clusters Score -648467.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -648498.187500 Penalty: 2757.316162
	Iteration 24Q: 3 clusters Score -648498.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -648533.937500 Penalty: 2757.316162
	Iteration 25Q: 3 clusters Score -648533.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -648567.125000 Penalty: 2757.316162
	Iteration 26Q: 3 clusters Score -648567.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -648600.000000 Penalty: 2757.316162
	Iteration 27Q: 3 clusters Score -648600 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -648644.437500 Penalty: 2757.316162
	Iteration 28Q: 3 clusters Score -648644.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -648679.562500 Penalty: 2757.316162
	Iteration 29Q: 3 clusters Score -648679.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -648720.750000 Penalty: 2757.316162
	Iteration 30Q: 3 clusters Score -648720.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -648754.687500 Penalty: 2757.316162
	Iteration 31Q: 3 clusters Score -648754.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -648770.312500 Penalty: 2757.316162
	Iteration 32Q: 3 clusters Score -648770.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -648781.625000 Penalty: 2757.316162
	Iteration 33Q: 3 clusters Score -648781.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -648791.250000 Penalty: 2757.316162
	Iteration 34Q: 3 clusters Score -648791.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -648800.687500 Penalty: 2757.316162
	Iteration 35Q: 3 clusters Score -648800.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -648812.437500 Penalty: 2757.316162
	Iteration 36Q: 3 clusters Score -648812.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -648825.875000 Penalty: 2757.316162
	Iteration 37Q: 3 clusters Score -648825.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -648839.562500 Penalty: 2757.316162
	Iteration 38Q: 3 clusters Score -648839.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -648846.625000 Penalty: 2757.316162
	Iteration 39Q: 3 clusters Score -648846.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -648859.125000 Penalty: 2757.316162
	Iteration 40F: 3 clusters Score -648859.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -648868.687500 Penalty: 2757.316162
	Iteration 41Q: 3 clusters Score -648868.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -648880.812500 Penalty: 2757.316162
	Iteration 42Q: 3 clusters Score -648880.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -648889.687500 Penalty: 2757.316162
	Iteration 43Q: 3 clusters Score -648889.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -648899.687500 Penalty: 2757.316162
	Iteration 44Q: 3 clusters Score -648899.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -648905.812500 Penalty: 2757.316162
	Iteration 45Q: 3 clusters Score -648905.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -648910.250000 Penalty: 2757.316162
	Iteration 46Q: 3 clusters Score -648910.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -648914.312500 Penalty: 2757.316162
	Iteration 47Q: 3 clusters Score -648914.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -648914.312500 Penalty: 2757.316162
	Iteration 48Q: 3 clusters Score -648914.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -648917.687500 Penalty: 2757.316162
	Iteration 49Q: 3 clusters Score -648917.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -648918.750000 Penalty: 2757.316162
	Iteration 50Q: 3 clusters Score -648918.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -648921.187500 Penalty: 2757.316162
	Iteration 51Q: 3 clusters Score -648921.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -648925.937500 Penalty: 2757.316162
	Iteration 52Q: 3 clusters Score -648925.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -648928.625000 Penalty: 2757.316162
	Iteration 53Q: 3 clusters Score -648928.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -648932.687500 Penalty: 2757.316162
	Iteration 54Q: 3 clusters Score -648932.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -648936.250000 Penalty: 2757.316162
	Iteration 55Q: 3 clusters Score -648936.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -648937.937500 Penalty: 2757.316162
	Iteration 56Q: 3 clusters Score -648937.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -648942.062500 Penalty: 2757.316162
	Iteration 57Q: 3 clusters Score -648942.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -648943.437500 Penalty: 2757.316162
	Iteration 58Q: 3 clusters Score -648943.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -648944.187500 Penalty: 2757.316162
	Iteration 59Q: 3 clusters Score -648944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -648944.312500 Penalty: 2757.316162
	Iteration 60F: 3 clusters Score -648944.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -648945.937500 Penalty: 2757.316162
	Iteration 61Q: 3 clusters Score -648945.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -648946.437500 Penalty: 2757.316162
	Iteration 62Q: 3 clusters Score -648946.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -648946.375000 Penalty: 2757.316162
	Iteration 63Q: 3 clusters Score -648946.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -648947.187500 Penalty: 2757.316162
	Iteration 64Q: 3 clusters Score -648947.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -648947.187500 Penalty: 2757.316162
	Iteration 65F: 3 clusters Score -648947.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -231073.328125 Penalty: 1201.405273
	Iteration 0F: 2 clusters Score -231073.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -229254.875000 Penalty: 2402.810547
	Iteration 0F: 3 clusters Score -229254.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -229646.546875 Penalty: 2402.810547
	Iteration 1F: 3 clusters Score -229646.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -229721.734375 Penalty: 2402.810547
	Iteration 2F: 3 clusters Score -229721.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -229773.015625 Penalty: 2402.810547
	Iteration 3Q: 3 clusters Score -229773 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -229809.828125 Penalty: 2402.810547
	Iteration 4Q: 3 clusters Score -229809.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -229843.843750 Penalty: 2402.810547
	Iteration 5Q: 3 clusters Score -229843.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -229873.187500 Penalty: 2402.810547
	Iteration 6Q: 3 clusters Score -229873.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -229897.515625 Penalty: 2402.810547
	Iteration 7Q: 3 clusters Score -229897.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -229910.687500 Penalty: 2402.810547
	Iteration 8Q: 3 clusters Score -229910.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -229922.843750 Penalty: 2402.810547
	Iteration 9Q: 3 clusters Score -229922.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -229940.640625 Penalty: 2402.810547
	Iteration 10Q: 3 clusters Score -229940.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -229953.859375 Penalty: 2402.810547
	Iteration 11Q: 3 clusters Score -229953.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -229968.421875 Penalty: 2402.810547
	Iteration 12Q: 3 clusters Score -229968.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -229981.343750 Penalty: 2402.810547
	Iteration 13Q: 3 clusters Score -229981.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -229997.515625 Penalty: 2402.810547
	Iteration 14Q: 3 clusters Score -229997.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -230020.265625 Penalty: 2402.810547
	Iteration 15Q: 3 clusters Score -230020.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -230046.375000 Penalty: 2402.810547
	Iteration 16Q: 3 clusters Score -230046.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -230071.968750 Penalty: 2402.810547
	Iteration 17Q: 3 clusters Score -230072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -230112.890625 Penalty: 2402.810547
	Iteration 18Q: 3 clusters Score -230112.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -230142.296875 Penalty: 2402.810547
	Iteration 19Q: 3 clusters Score -230142.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -230166.906250 Penalty: 2402.810547
	Iteration 20F: 3 clusters Score -230166.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -230189.265625 Penalty: 2402.810547
	Iteration 21Q: 3 clusters Score -230189.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -230229.906250 Penalty: 2402.810547
	Iteration 22Q: 3 clusters Score -230229.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -230295.312500 Penalty: 2402.810547
	Iteration 23Q: 3 clusters Score -230295.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -230356.875000 Penalty: 2402.810547
	Iteration 24Q: 3 clusters Score -230356.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -230413.796875 Penalty: 2402.810547
	Iteration 25Q: 3 clusters Score -230413.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -230484.703125 Penalty: 2402.810547
	Iteration 26Q: 3 clusters Score -230484.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -230561.328125 Penalty: 2402.810547
	Iteration 27Q: 3 clusters Score -230561.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -230628.390625 Penalty: 2402.810547
	Iteration 28Q: 3 clusters Score -230628.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -230684.671875 Penalty: 2402.810547
	Iteration 29Q: 3 clusters Score -230684.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -230718.468750 Penalty: 2402.810547
	Iteration 30Q: 3 clusters Score -230718.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -230749.421875 Penalty: 2402.810547
	Iteration 31Q: 3 clusters Score -230749.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -230777.359375 Penalty: 2402.810547
	Iteration 32Q: 3 clusters Score -230777.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -230804.203125 Penalty: 2402.810547
	Iteration 33Q: 3 clusters Score -230804.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -230820.375000 Penalty: 2402.810547
	Iteration 34Q: 3 clusters Score -230820.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -230829.968750 Penalty: 2402.810547
	Iteration 35Q: 3 clusters Score -230830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -230839.625000 Penalty: 2402.810547
	Iteration 36Q: 3 clusters Score -230839.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -230849.218750 Penalty: 2402.810547
	Iteration 37Q: 3 clusters Score -230849.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -230861.015625 Penalty: 2402.810547
	Iteration 38Q: 3 clusters Score -230861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -230866.625000 Penalty: 2402.810547
	Iteration 39Q: 3 clusters Score -230866.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -230878.093750 Penalty: 2402.810547
	Iteration 40F: 3 clusters Score -230878.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -230898.531250 Penalty: 2402.810547
	Iteration 41Q: 3 clusters Score -230898.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -230912.687500 Penalty: 2402.810547
	Iteration 42Q: 3 clusters Score -230912.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -230918.093750 Penalty: 2402.810547
	Iteration 43Q: 3 clusters Score -230918.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -230927.765625 Penalty: 2402.810547
	Iteration 44Q: 3 clusters Score -230927.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -230934.843750 Penalty: 2402.810547
	Iteration 45Q: 3 clusters Score -230934.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -230939.687500 Penalty: 2402.810547
	Iteration 46Q: 3 clusters Score -230939.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -230945.453125 Penalty: 2402.810547
	Iteration 47Q: 3 clusters Score -230945.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -230951.812500 Penalty: 2402.810547
	Iteration 48Q: 3 clusters Score -230951.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -230955.656250 Penalty: 2402.810547
	Iteration 49Q: 3 clusters Score -230955.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -230960.062500 Penalty: 2402.810547
	Iteration 50Q: 3 clusters Score -230960.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -230963.078125 Penalty: 2402.810547
	Iteration 51Q: 3 clusters Score -230963.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -230966.890625 Penalty: 2402.810547
	Iteration 52Q: 3 clusters Score -230966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -230969.812500 Penalty: 2402.810547
	Iteration 53Q: 3 clusters Score -230969.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -230971.375000 Penalty: 2402.810547
	Iteration 54Q: 3 clusters Score -230971.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -230973.046875 Penalty: 2402.810547
	Iteration 55Q: 3 clusters Score -230973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -230973.046875 Penalty: 2402.810547
	Iteration 56F: 3 clusters Score -230973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Entering Unmasked Estep 
Score: -3381764.500000 Penalty: 1626.458130
	Iteration 0F: 2 clusters Score -3381764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -3367770.000000 Penalty: 3252.916260
	Iteration 0F: 3 clusters Score -3367770 nChanged 10141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -3373377.250000 Penalty: 3252.916260
	Iteration 1F: 3 clusters Score -3373377 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -3374009.000000 Penalty: 3252.916260
	Iteration 2F: 3 clusters Score -3374009 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -3374728.000000 Penalty: 3252.916260
	Iteration 3F: 3 clusters Score -3374728 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -3375599.500000 Penalty: 3252.916260
	Iteration 4F: 3 clusters Score -3375600 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -3376630.750000 Penalty: 3252.916260
	Iteration 5F: 3 clusters Score -3376631 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -3377754.750000 Penalty: 3252.916260
	Iteration 6F: 3 clusters Score -3377755 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3378725.750000 Penalty: 3252.916260
	Iteration 7F: 3 clusters Score -3378726 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3379348.000000 Penalty: 3252.916260
	Iteration 8Q: 3 clusters Score -3379348 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3379743.250000 Penalty: 3252.916260
	Iteration 9Q: 3 clusters Score -3379743 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3379976.000000 Penalty: 3252.916260
	Iteration 10Q: 3 clusters Score -3379976 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3380149.250000 Penalty: 3252.916260
	Iteration 11Q: 3 clusters Score -3380149 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3380250.500000 Penalty: 3252.916260
	Iteration 12Q: 3 clusters Score -3380250 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3380309.500000 Penalty: 3252.916260
	Iteration 13Q: 3 clusters Score -3380310 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3380349.000000 Penalty: 3252.916260
	Iteration 14Q: 3 clusters Score -3380349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3380387.000000 Penalty: 3252.916260
	Iteration 15Q: 3 clusters Score -3380387 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3380419.750000 Penalty: 3252.916260
	Iteration 16Q: 3 clusters Score -3380420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3380431.250000 Penalty: 3252.916260
	Iteration 17Q: 3 clusters Score -3380431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3380432.500000 Penalty: 3252.916260
	Iteration 18Q: 3 clusters Score -3380432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3380448.250000 Penalty: 3252.916260
	Iteration 19Q: 3 clusters Score -3380448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3380451.500000 Penalty: 3252.916260
	Iteration 20F: 3 clusters Score -3380452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3380458.000000 Penalty: 3252.916260
	Iteration 21Q: 3 clusters Score -3380458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3380460.000000 Penalty: 3252.916260
	Iteration 22Q: 3 clusters Score -3380460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3380465.750000 Penalty: 3252.916260
	Iteration 23Q: 3 clusters Score -3380466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3380469.500000 Penalty: 3252.916260
	Iteration 24Q: 3 clusters Score -3380470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3380470.750000 Penalty: 3252.916260
	Iteration 25Q: 3 clusters Score -3380471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3380480.500000 Penalty: 3252.916260
	Iteration 26Q: 3 clusters Score -3380480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3380481.250000 Penalty: 3252.916260
	Iteration 27Q: 3 clusters Score -3380481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3380482.250000 Penalty: 3252.916260
	Iteration 28Q: 3 clusters Score -3380482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3380487.250000 Penalty: 3252.916260
	Iteration 29Q: 3 clusters Score -3380487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3380488.000000 Penalty: 3252.916260
	Iteration 30Q: 3 clusters Score -3380488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3380487.000000 Penalty: 3252.916260
	Iteration 31Q: 3 clusters Score -3380487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3380491.500000 Penalty: 3252.916260
	Iteration 32Q: 3 clusters Score -3380492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3380490.250000 Penalty: 3252.916260
	Iteration 33Q: 3 clusters Score -3380490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3380487.500000 Penalty: 3252.916260
	Iteration 34Q: 3 clusters Score -3380488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3380487.500000 Penalty: 3252.916260
	Iteration 35F: 3 clusters Score -3380488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Entering Unmasked Estep 
Score: -1220103.000000 Penalty: 1465.891846
	Iteration 0F: 2 clusters Score -1220103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1214087.125000 Penalty: 2931.783691
	Iteration 0F: 3 clusters Score -1214087 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1216000.500000 Penalty: 2931.783691
	Iteration 1F: 3 clusters Score -1216000 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1216313.125000 Penalty: 2931.783691
	Iteration 2F: 3 clusters Score -1216313 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1216594.125000 Penalty: 2931.783691
	Iteration 3F: 3 clusters Score -1216594 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1216846.375000 Penalty: 2931.783691
	Iteration 4F: 3 clusters Score -1216846 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1217083.625000 Penalty: 2931.783691
	Iteration 5Q: 3 clusters Score -1217084 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1217329.750000 Penalty: 2931.783691
	Iteration 6Q: 3 clusters Score -1217330 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1217577.500000 Penalty: 2931.783691
	Iteration 7Q: 3 clusters Score -1217578 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1217856.500000 Penalty: 2931.783691
	Iteration 8Q: 3 clusters Score -1217856 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1218105.250000 Penalty: 2931.783691
	Iteration 9Q: 3 clusters Score -1218105 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1218309.500000 Penalty: 2931.783691
	Iteration 10Q: 3 clusters Score -1218310 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1218431.750000 Penalty: 2931.783691
	Iteration 11Q: 3 clusters Score -1218432 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1218526.125000 Penalty: 2931.783691
	Iteration 12Q: 3 clusters Score -1218526 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1218613.000000 Penalty: 2931.783691
	Iteration 13Q: 3 clusters Score -1218613 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1218690.625000 Penalty: 2931.783691
	Iteration 14Q: 3 clusters Score -1218691 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1218788.875000 Penalty: 2931.783691
	Iteration 15Q: 3 clusters Score -1218789 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1218852.000000 Penalty: 2931.783691
	Iteration 16Q: 3 clusters Score -1218852 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1218923.000000 Penalty: 2931.783691
	Iteration 17Q: 3 clusters Score -1218923 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1218988.125000 Penalty: 2931.783691
	Iteration 18Q: 3 clusters Score -1218988 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1219055.000000 Penalty: 2931.783691
	Iteration 19Q: 3 clusters Score -1219055 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1219109.875000 Penalty: 2931.783691
	Iteration 20F: 3 clusters Score -1219110 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1219147.500000 Penalty: 2931.783691
	Iteration 21Q: 3 clusters Score -1219148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1219168.875000 Penalty: 2931.783691
	Iteration 22Q: 3 clusters Score -1219169 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1219187.500000 Penalty: 2931.783691
	Iteration 23Q: 3 clusters Score -1219188 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1219210.125000 Penalty: 2931.783691
	Iteration 24Q: 3 clusters Score -1219210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1219226.125000 Penalty: 2931.783691
	Iteration 25Q: 3 clusters Score -1219226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1219238.250000 Penalty: 2931.783691
	Iteration 26Q: 3 clusters Score -1219238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1219244.500000 Penalty: 2931.783691
	Iteration 27Q: 3 clusters Score -1219244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1219252.250000 Penalty: 2931.783691
	Iteration 28Q: 3 clusters Score -1219252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1219259.375000 Penalty: 2931.783691
	Iteration 29Q: 3 clusters Score -1219259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1219266.250000 Penalty: 2931.783691
	Iteration 30Q: 3 clusters Score -1219266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1219268.625000 Penalty: 2931.783691
	Iteration 31Q: 3 clusters Score -1219269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1219271.375000 Penalty: 2931.783691
	Iteration 32Q: 3 clusters Score -1219271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1219274.000000 Penalty: 2931.783691
	Iteration 33Q: 3 clusters Score -1219274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1219274.250000 Penalty: 2931.783691
	Iteration 34Q: 3 clusters Score -1219274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1219270.625000 Penalty: 2931.783691
	Iteration 35Q: 3 clusters Score -1219271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1219274.125000 Penalty: 2931.783691
	Iteration 36Q: 3 clusters Score -1219274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1219274.375000 Penalty: 2931.783691
	Iteration 37Q: 3 clusters Score -1219274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1219276.125000 Penalty: 2931.783691
	Iteration 38Q: 3 clusters Score -1219276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1219277.250000 Penalty: 2931.783691
	Iteration 39Q: 3 clusters Score -1219277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1219275.625000 Penalty: 2931.783691
	Iteration 40F: 3 clusters Score -1219276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Entering Unmasked Estep 
Score: -1679723.750000 Penalty: 1513.565674
	Iteration 0F: 2 clusters Score -1679724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1671832.250000 Penalty: 3027.131348
	Iteration 0F: 3 clusters Score -1671832 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1674514.375000 Penalty: 3027.131348
	Iteration 1F: 3 clusters Score -1674514 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1674842.000000 Penalty: 3027.131348
	Iteration 2F: 3 clusters Score -1674842 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1675130.000000 Penalty: 3027.131348
	Iteration 3F: 3 clusters Score -1675130 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1675423.125000 Penalty: 3027.131348
	Iteration 4Q: 3 clusters Score -1675423 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1675780.500000 Penalty: 3027.131348
	Iteration 5F: 3 clusters Score -1675780 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1676154.125000 Penalty: 3027.131348
	Iteration 6F: 3 clusters Score -1676154 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1676557.125000 Penalty: 3027.131348
	Iteration 7F: 3 clusters Score -1676557 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1676977.625000 Penalty: 3027.131348
	Iteration 8F: 3 clusters Score -1676978 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1677376.000000 Penalty: 3027.131348
	Iteration 9Q: 3 clusters Score -1677376 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1677706.875000 Penalty: 3027.131348
	Iteration 10Q: 3 clusters Score -1677707 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1677957.250000 Penalty: 3027.131348
	Iteration 11Q: 3 clusters Score -1677957 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1678130.250000 Penalty: 3027.131348
	Iteration 12Q: 3 clusters Score -1678130 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1678241.750000 Penalty: 3027.131348
	Iteration 13Q: 3 clusters Score -1678242 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1678311.875000 Penalty: 3027.131348
	Iteration 14Q: 3 clusters Score -1678312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1678352.000000 Penalty: 3027.131348
	Iteration 15Q: 3 clusters Score -1678352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1678386.750000 Penalty: 3027.131348
	Iteration 16Q: 3 clusters Score -1678387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1678402.000000 Penalty: 3027.131348
	Iteration 17Q: 3 clusters Score -1678402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1678413.500000 Penalty: 3027.131348
	Iteration 18Q: 3 clusters Score -1678414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1678418.000000 Penalty: 3027.131348
	Iteration 19Q: 3 clusters Score -1678418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1678422.625000 Penalty: 3027.131348
	Iteration 20F: 3 clusters Score -1678423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1678423.250000 Penalty: 3027.131348
	Iteration 21Q: 3 clusters Score -1678423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1678425.250000 Penalty: 3027.131348
	Iteration 22Q: 3 clusters Score -1678425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1678423.500000 Penalty: 3027.131348
	Iteration 23Q: 3 clusters Score -1678424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1678424.250000 Penalty: 3027.131348
	Iteration 24Q: 3 clusters Score -1678424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1678425.500000 Penalty: 3027.131348
	Iteration 25Q: 3 clusters Score -1678426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1678425.500000 Penalty: 3027.131348
	Iteration 26F: 3 clusters Score -1678426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Entering Unmasked Estep 
Score: -827526.312500 Penalty: 1398.345581
	Iteration 0F: 2 clusters Score -827526.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -823261.062500 Penalty: 2796.691162
	Iteration 0F: 3 clusters Score -823261.1 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -824519.125000 Penalty: 2796.691162
	Iteration 1F: 3 clusters Score -824519.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -824763.187500 Penalty: 2796.691162
	Iteration 2F: 3 clusters Score -824763.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -824942.312500 Penalty: 2796.691162
	Iteration 3F: 3 clusters Score -824942.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -825062.312500 Penalty: 2796.691162
	Iteration 4Q: 3 clusters Score -825062.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -825158.812500 Penalty: 2796.691162
	Iteration 5Q: 3 clusters Score -825158.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -825237.437500 Penalty: 2796.691162
	Iteration 6Q: 3 clusters Score -825237.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -825301.687500 Penalty: 2796.691162
	Iteration 7Q: 3 clusters Score -825301.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -825348.312500 Penalty: 2796.691162
	Iteration 8Q: 3 clusters Score -825348.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -825375.875000 Penalty: 2796.691162
	Iteration 9Q: 3 clusters Score -825375.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -825397.687500 Penalty: 2796.691162
	Iteration 10Q: 3 clusters Score -825397.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -825421.875000 Penalty: 2796.691162
	Iteration 11Q: 3 clusters Score -825421.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -825446.500000 Penalty: 2796.691162
	Iteration 12Q: 3 clusters Score -825446.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -825472.250000 Penalty: 2796.691162
	Iteration 13Q: 3 clusters Score -825472.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -825491.812500 Penalty: 2796.691162
	Iteration 14Q: 3 clusters Score -825491.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -825512.125000 Penalty: 2796.691162
	Iteration 15Q: 3 clusters Score -825512.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -825526.750000 Penalty: 2796.691162
	Iteration 16Q: 3 clusters Score -825526.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -825543.812500 Penalty: 2796.691162
	Iteration 17Q: 3 clusters Score -825543.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -825554.500000 Penalty: 2796.691162
	Iteration 18Q: 3 clusters Score -825554.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -825563.875000 Penalty: 2796.691162
	Iteration 19Q: 3 clusters Score -825563.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -825573.750000 Penalty: 2796.691162
	Iteration 20F: 3 clusters Score -825573.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -825579.937500 Penalty: 2796.691162
	Iteration 21Q: 3 clusters Score -825579.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -825583.375000 Penalty: 2796.691162
	Iteration 22Q: 3 clusters Score -825583.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -825591.937500 Penalty: 2796.691162
	Iteration 23Q: 3 clusters Score -825591.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -825597.000000 Penalty: 2796.691162
	Iteration 24Q: 3 clusters Score -825597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -825602.625000 Penalty: 2796.691162
	Iteration 25Q: 3 clusters Score -825602.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -825605.687500 Penalty: 2796.691162
	Iteration 26Q: 3 clusters Score -825605.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -825611.000000 Penalty: 2796.691162
	Iteration 27Q: 3 clusters Score -825611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -825617.750000 Penalty: 2796.691162
	Iteration 28Q: 3 clusters Score -825617.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -825625.750000 Penalty: 2796.691162
	Iteration 29Q: 3 clusters Score -825625.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -825634.812500 Penalty: 2796.691162
	Iteration 30Q: 3 clusters Score -825634.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -825647.625000 Penalty: 2796.691162
	Iteration 31Q: 3 clusters Score -825647.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -825664.125000 Penalty: 2796.691162
	Iteration 32Q: 3 clusters Score -825664.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -825680.625000 Penalty: 2796.691162
	Iteration 33Q: 3 clusters Score -825680.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -825702.687500 Penalty: 2796.691162
	Iteration 34Q: 3 clusters Score -825702.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -825728.750000 Penalty: 2796.691162
	Iteration 35Q: 3 clusters Score -825728.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -825754.437500 Penalty: 2796.691162
	Iteration 36Q: 3 clusters Score -825754.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -825782.250000 Penalty: 2796.691162
	Iteration 37Q: 3 clusters Score -825782.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -825811.437500 Penalty: 2796.691162
	Iteration 38Q: 3 clusters Score -825811.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -825840.750000 Penalty: 2796.691162
	Iteration 39Q: 3 clusters Score -825840.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -825869.375000 Penalty: 2796.691162
	Iteration 40F: 3 clusters Score -825869.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -825903.625000 Penalty: 2796.691162
	Iteration 41Q: 3 clusters Score -825903.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -825930.000000 Penalty: 2796.691162
	Iteration 42Q: 3 clusters Score -825930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -825958.625000 Penalty: 2796.691162
	Iteration 43Q: 3 clusters Score -825958.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -826000.125000 Penalty: 2796.691162
	Iteration 44Q: 3 clusters Score -826000.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -826040.562500 Penalty: 2796.691162
	Iteration 45Q: 3 clusters Score -826040.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -826084.937500 Penalty: 2796.691162
	Iteration 46Q: 3 clusters Score -826084.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -826119.875000 Penalty: 2796.691162
	Iteration 47Q: 3 clusters Score -826119.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -826150.125000 Penalty: 2796.691162
	Iteration 48Q: 3 clusters Score -826150.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -826168.687500 Penalty: 2796.691162
	Iteration 49Q: 3 clusters Score -826168.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -826176.312500 Penalty: 2796.691162
	Iteration 50Q: 3 clusters Score -826176.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -826182.437500 Penalty: 2796.691162
	Iteration 51Q: 3 clusters Score -826182.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -826187.812500 Penalty: 2796.691162
	Iteration 52Q: 3 clusters Score -826187.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -826193.687500 Penalty: 2796.691162
	Iteration 53Q: 3 clusters Score -826193.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -826197.875000 Penalty: 2796.691162
	Iteration 54Q: 3 clusters Score -826197.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -826204.875000 Penalty: 2796.691162
	Iteration 55Q: 3 clusters Score -826204.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -826211.187500 Penalty: 2796.691162
	Iteration 56Q: 3 clusters Score -826211.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -826215.062500 Penalty: 2796.691162
	Iteration 57Q: 3 clusters Score -826215.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -826222.687500 Penalty: 2796.691162
	Iteration 58Q: 3 clusters Score -826222.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -826228.625000 Penalty: 2796.691162
	Iteration 59Q: 3 clusters Score -826228.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -826232.125000 Penalty: 2796.691162
	Iteration 60F: 3 clusters Score -826232.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -826237.000000 Penalty: 2796.691162
	Iteration 61Q: 3 clusters Score -826237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -826241.000000 Penalty: 2796.691162
	Iteration 62Q: 3 clusters Score -826241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -826247.875000 Penalty: 2796.691162
	Iteration 63Q: 3 clusters Score -826247.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -826252.687500 Penalty: 2796.691162
	Iteration 64Q: 3 clusters Score -826252.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -826260.687500 Penalty: 2796.691162
	Iteration 65Q: 3 clusters Score -826260.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -826270.750000 Penalty: 2796.691162
	Iteration 66Q: 3 clusters Score -826270.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -826276.437500 Penalty: 2796.691162
	Iteration 67Q: 3 clusters Score -826276.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -826284.750000 Penalty: 2796.691162
	Iteration 68Q: 3 clusters Score -826284.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -826290.125000 Penalty: 2796.691162
	Iteration 69Q: 3 clusters Score -826290.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -826297.375000 Penalty: 2796.691162
	Iteration 70Q: 3 clusters Score -826297.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -826303.187500 Penalty: 2796.691162
	Iteration 71Q: 3 clusters Score -826303.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -826308.000000 Penalty: 2796.691162
	Iteration 72Q: 3 clusters Score -826308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -826314.687500 Penalty: 2796.691162
	Iteration 73Q: 3 clusters Score -826314.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -826316.312500 Penalty: 2796.691162
	Iteration 74Q: 3 clusters Score -826316.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -826317.937500 Penalty: 2796.691162
	Iteration 75Q: 3 clusters Score -826317.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -826318.375000 Penalty: 2796.691162
	Iteration 76Q: 3 clusters Score -826318.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -826318.375000 Penalty: 2796.691162
	Iteration 77F: 3 clusters Score -826318.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Entering Unmasked Estep 
Score: -2588149.750000 Penalty: 1583.003052
	Iteration 0F: 2 clusters Score -2588150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2576972.000000 Penalty: 3166.006104
	Iteration 0F: 3 clusters Score -2576972 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2581122.250000 Penalty: 3166.006104
	Iteration 1F: 3 clusters Score -2581122 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2581595.250000 Penalty: 3166.006104
	Iteration 2F: 3 clusters Score -2581595 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2582063.250000 Penalty: 3166.006104
	Iteration 3F: 3 clusters Score -2582063 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2582618.000000 Penalty: 3166.006104
	Iteration 4F: 3 clusters Score -2582618 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2583215.750000 Penalty: 3166.006104
	Iteration 5F: 3 clusters Score -2583216 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2583790.250000 Penalty: 3166.006104
	Iteration 6F: 3 clusters Score -2583790 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2584408.500000 Penalty: 3166.006104
	Iteration 7F: 3 clusters Score -2584408 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2585018.000000 Penalty: 3166.006104
	Iteration 8F: 3 clusters Score -2585018 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2585575.750000 Penalty: 3166.006104
	Iteration 9Q: 3 clusters Score -2585576 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2585992.750000 Penalty: 3166.006104
	Iteration 10Q: 3 clusters Score -2585993 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2586262.250000 Penalty: 3166.006104
	Iteration 11Q: 3 clusters Score -2586262 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2586423.500000 Penalty: 3166.006104
	Iteration 12Q: 3 clusters Score -2586424 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2586543.750000 Penalty: 3166.006104
	Iteration 13Q: 3 clusters Score -2586544 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2586616.500000 Penalty: 3166.006104
	Iteration 14Q: 3 clusters Score -2586616 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2586682.750000 Penalty: 3166.006104
	Iteration 15Q: 3 clusters Score -2586683 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2586715.750000 Penalty: 3166.006104
	Iteration 16Q: 3 clusters Score -2586716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2586745.250000 Penalty: 3166.006104
	Iteration 17Q: 3 clusters Score -2586745 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2586766.500000 Penalty: 3166.006104
	Iteration 18Q: 3 clusters Score -2586766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2586786.500000 Penalty: 3166.006104
	Iteration 19Q: 3 clusters Score -2586786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2586803.000000 Penalty: 3166.006104
	Iteration 20F: 3 clusters Score -2586803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2586803.750000 Penalty: 3166.006104
	Iteration 21Q: 3 clusters Score -2586804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2586806.250000 Penalty: 3166.006104
	Iteration 22Q: 3 clusters Score -2586806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2586804.250000 Penalty: 3166.006104
	Iteration 23Q: 3 clusters Score -2586804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2586804.250000 Penalty: 3166.006104
	Iteration 24F: 3 clusters Score -2586804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -230219.953125 Penalty: 1210.637939
	Iteration 0F: 2 clusters Score -230220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -228336.109375 Penalty: 2421.275879
	Iteration 0F: 3 clusters Score -228336.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -228852.531250 Penalty: 2421.275879
	Iteration 1F: 3 clusters Score -228852.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -229072.187500 Penalty: 2421.275879
	Iteration 2F: 3 clusters Score -229072.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -229278.328125 Penalty: 2421.275879
	Iteration 3F: 3 clusters Score -229278.3 nChanged 135
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: -229484.781250 Penalty: 2421.275879
	Iteration 4F: 3 clusters Score -229484.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -229643.406250 Penalty: 2421.275879
	Iteration 5F: 3 clusters Score -229643.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -229769.250000 Penalty: 2421.275879
	Iteration 6F: 3 clusters Score -229769.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -229854.578125 Penalty: 2421.275879
	Iteration 7Q: 3 clusters Score -229854.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -229924.484375 Penalty: 2421.275879
	Iteration 8Q: 3 clusters Score -229924.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -229989.125000 Penalty: 2421.275879
	Iteration 9Q: 3 clusters Score -229989.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -230040.093750 Penalty: 2421.275879
	Iteration 10Q: 3 clusters Score -230040.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -230058.093750 Penalty: 2421.275879
	Iteration 11Q: 3 clusters Score -230058.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -230069.718750 Penalty: 2421.275879
	Iteration 12Q: 3 clusters Score -230069.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -230080.921875 Penalty: 2421.275879
	Iteration 13Q: 3 clusters Score -230080.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -230086.468750 Penalty: 2421.275879
	Iteration 14Q: 3 clusters Score -230086.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -230092.390625 Penalty: 2421.275879
	Iteration 15Q: 3 clusters Score -230092.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -230094.656250 Penalty: 2421.275879
	Iteration 16Q: 3 clusters Score -230094.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -230098.281250 Penalty: 2421.275879
	Iteration 17Q: 3 clusters Score -230098.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -230102.343750 Penalty: 2421.275879
	Iteration 18Q: 3 clusters Score -230102.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -230105.921875 Penalty: 2421.275879
	Iteration 19Q: 3 clusters Score -230105.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -230107.656250 Penalty: 2421.275879
	Iteration 20F: 3 clusters Score -230107.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Entering Unmasked Estep 
Score: -543615.062500 Penalty: 1343.335327
	Iteration 0F: 2 clusters Score -543615.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -540322.875000 Penalty: 2686.670654
	Iteration 0F: 3 clusters Score -540322.9 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -541371.500000 Penalty: 2686.670654
	Iteration 1F: 3 clusters Score -541371.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -541709.125000 Penalty: 2686.670654
	Iteration 2F: 3 clusters Score -541709.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -541999.125000 Penalty: 2686.670654
	Iteration 3F: 3 clusters Score -541999.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -542265.562500 Penalty: 2686.670654
	Iteration 4F: 3 clusters Score -542265.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -542497.062500 Penalty: 2686.670654
	Iteration 5F: 3 clusters Score -542497.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -542761.812500 Penalty: 2686.670654
	Iteration 6F: 3 clusters Score -542761.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -542982.500000 Penalty: 2686.670654
	Iteration 7F: 3 clusters Score -542982.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -543114.000000 Penalty: 2686.670654
	Iteration 8Q: 3 clusters Score -543114 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -543180.750000 Penalty: 2686.670654
	Iteration 9Q: 3 clusters Score -543180.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -543228.312500 Penalty: 2686.670654
	Iteration 10Q: 3 clusters Score -543228.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -543254.875000 Penalty: 2686.670654
	Iteration 11Q: 3 clusters Score -543254.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -543281.437500 Penalty: 2686.670654
	Iteration 12Q: 3 clusters Score -543281.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -543299.750000 Penalty: 2686.670654
	Iteration 13Q: 3 clusters Score -543299.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -543319.125000 Penalty: 2686.670654
	Iteration 14Q: 3 clusters Score -543319.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -543332.062500 Penalty: 2686.670654
	Iteration 15Q: 3 clusters Score -543332.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -543342.250000 Penalty: 2686.670654
	Iteration 16Q: 3 clusters Score -543342.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -543348.562500 Penalty: 2686.670654
	Iteration 17Q: 3 clusters Score -543348.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -543350.687500 Penalty: 2686.670654
	Iteration 18Q: 3 clusters Score -543350.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -543351.937500 Penalty: 2686.670654
	Iteration 19Q: 3 clusters Score -543351.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -543353.000000 Penalty: 2686.670654
	Iteration 20F: 3 clusters Score -543353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -543352.937500 Penalty: 2686.670654
	Iteration 21Q: 3 clusters Score -543352.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -543352.250000 Penalty: 2686.670654
	Iteration 22Q: 3 clusters Score -543352.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -543352.250000 Penalty: 2686.670654
	Iteration 23F: 3 clusters Score -543352.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -225337.140625 Penalty: 1223.877197
	Iteration 0F: 2 clusters Score -225337.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -223382.453125 Penalty: 2447.754395
	Iteration 0F: 3 clusters Score -223382.5 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -223931.750000 Penalty: 2447.754395
	Iteration 1F: 3 clusters Score -223931.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -224149.218750 Penalty: 2447.754395
	Iteration 2F: 3 clusters Score -224149.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -224308.859375 Penalty: 2447.754395
	Iteration 3F: 3 clusters Score -224308.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -224409.531250 Penalty: 2447.754395
	Iteration 4F: 3 clusters Score -224409.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -224471.250000 Penalty: 2447.754395
	Iteration 5Q: 3 clusters Score -224471.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -224521.812500 Penalty: 2447.754395
	Iteration 6Q: 3 clusters Score -224521.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -224579.625000 Penalty: 2447.754395
	Iteration 7Q: 3 clusters Score -224579.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -224625.937500 Penalty: 2447.754395
	Iteration 8Q: 3 clusters Score -224625.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -224671.375000 Penalty: 2447.754395
	Iteration 9Q: 3 clusters Score -224671.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -224715.375000 Penalty: 2447.754395
	Iteration 10Q: 3 clusters Score -224715.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -224748.656250 Penalty: 2447.754395
	Iteration 11Q: 3 clusters Score -224748.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -224768.312500 Penalty: 2447.754395
	Iteration 12Q: 3 clusters Score -224768.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -224777.421875 Penalty: 2447.754395
	Iteration 13Q: 3 clusters Score -224777.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -224788.156250 Penalty: 2447.754395
	Iteration 14Q: 3 clusters Score -224788.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -224793.531250 Penalty: 2447.754395
	Iteration 15Q: 3 clusters Score -224793.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -224799.515625 Penalty: 2447.754395
	Iteration 16Q: 3 clusters Score -224799.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -224803.578125 Penalty: 2447.754395
	Iteration 17Q: 3 clusters Score -224803.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -224805.656250 Penalty: 2447.754395
	Iteration 18Q: 3 clusters Score -224805.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -224805.750000 Penalty: 2447.754395
	Iteration 19Q: 3 clusters Score -224805.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -224808.109375 Penalty: 2447.754395
	Iteration 20F: 3 clusters Score -224808.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -224810.750000 Penalty: 2447.754395
	Iteration 21Q: 3 clusters Score -224810.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -224812.359375 Penalty: 2447.754395
	Iteration 22Q: 3 clusters Score -224812.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -224812.312500 Penalty: 2447.754395
	Iteration 23Q: 3 clusters Score -224812.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -224812.312500 Penalty: 2447.754395
	Iteration 24F: 3 clusters Score -224812.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -179207.421875 Penalty: 1185.556885
	Iteration 0F: 2 clusters Score -179207.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -177476.703125 Penalty: 2371.113770
	Iteration 0F: 3 clusters Score -177476.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -177865.265625 Penalty: 2371.113770
	Iteration 1F: 3 clusters Score -177865.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -178011.750000 Penalty: 2371.113770
	Iteration 2F: 3 clusters Score -178011.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -178148.968750 Penalty: 2371.113770
	Iteration 3F: 3 clusters Score -178149 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -178292.781250 Penalty: 2371.113770
	Iteration 4F: 3 clusters Score -178292.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -178443.812500 Penalty: 2371.113770
	Iteration 5F: 3 clusters Score -178443.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -178556.859375 Penalty: 2371.113770
	Iteration 6F: 3 clusters Score -178556.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -178620.859375 Penalty: 2371.113770
	Iteration 7Q: 3 clusters Score -178620.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -178659.984375 Penalty: 2371.113770
	Iteration 8Q: 3 clusters Score -178660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -178693.187500 Penalty: 2371.113770
	Iteration 9Q: 3 clusters Score -178693.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -178712.593750 Penalty: 2371.113770
	Iteration 10Q: 3 clusters Score -178712.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -178725.890625 Penalty: 2371.113770
	Iteration 11Q: 3 clusters Score -178725.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -178733.656250 Penalty: 2371.113770
	Iteration 12Q: 3 clusters Score -178733.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -178736.828125 Penalty: 2371.113770
	Iteration 13Q: 3 clusters Score -178736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -178736.968750 Penalty: 2371.113770
	Iteration 14Q: 3 clusters Score -178737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -178736.968750 Penalty: 2371.113770
	Iteration 15F: 3 clusters Score -178737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Entering Unmasked Estep 
Score: -3196622.250000 Penalty: 1616.344971
	Iteration 0F: 2 clusters Score -3196622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -3183848.250000 Penalty: 3232.689941
	Iteration 0F: 3 clusters Score -3183848 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -3189169.000000 Penalty: 3232.689941
	Iteration 1F: 3 clusters Score -3189169 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -3189673.500000 Penalty: 3232.689941
	Iteration 2F: 3 clusters Score -3189674 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -3190212.000000 Penalty: 3232.689941
	Iteration 3F: 3 clusters Score -3190212 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -3190848.500000 Penalty: 3232.689941
	Iteration 4F: 3 clusters Score -3190848 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -3191540.750000 Penalty: 3232.689941
	Iteration 5F: 3 clusters Score -3191541 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3192299.000000 Penalty: 3232.689941
	Iteration 6F: 3 clusters Score -3192299 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -3193017.500000 Penalty: 3232.689941
	Iteration 7F: 3 clusters Score -3193018 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3193479.500000 Penalty: 3232.689941
	Iteration 8Q: 3 clusters Score -3193480 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3193705.000000 Penalty: 3232.689941
	Iteration 9Q: 3 clusters Score -3193705 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3193825.750000 Penalty: 3232.689941
	Iteration 10Q: 3 clusters Score -3193826 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3193911.250000 Penalty: 3232.689941
	Iteration 11Q: 3 clusters Score -3193911 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -3193999.750000 Penalty: 3232.689941
	Iteration 12Q: 3 clusters Score -3194000 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -3194107.500000 Penalty: 3232.689941
	Iteration 13Q: 3 clusters Score -3194108 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -3194220.750000 Penalty: 3232.689941
	Iteration 14Q: 3 clusters Score -3194221 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3194330.750000 Penalty: 3232.689941
	Iteration 15Q: 3 clusters Score -3194331 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -3194467.250000 Penalty: 3232.689941
	Iteration 16Q: 3 clusters Score -3194467 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -3194602.500000 Penalty: 3232.689941
	Iteration 17Q: 3 clusters Score -3194602 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -3194743.000000 Penalty: 3232.689941
	Iteration 18Q: 3 clusters Score -3194743 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -3194827.500000 Penalty: 3232.689941
	Iteration 19Q: 3 clusters Score -3194828 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -3194942.000000 Penalty: 3232.689941
	Iteration 20F: 3 clusters Score -3194942 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -3195061.750000 Penalty: 3232.689941
	Iteration 21Q: 3 clusters Score -3195062 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3195140.750000 Penalty: 3232.689941
	Iteration 22Q: 3 clusters Score -3195141 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -3195195.500000 Penalty: 3232.689941
	Iteration 23Q: 3 clusters Score -3195196 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -3195245.750000 Penalty: 3232.689941
	Iteration 24Q: 3 clusters Score -3195246 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3195265.250000 Penalty: 3232.689941
	Iteration 25Q: 3 clusters Score -3195265 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3195286.000000 Penalty: 3232.689941
	Iteration 26Q: 3 clusters Score -3195286 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -3195294.250000 Penalty: 3232.689941
	Iteration 27Q: 3 clusters Score -3195294 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -3195316.000000 Penalty: 3232.689941
	Iteration 28Q: 3 clusters Score -3195316 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -3195349.750000 Penalty: 3232.689941
	Iteration 29Q: 3 clusters Score -3195350 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -3195368.250000 Penalty: 3232.689941
	Iteration 30Q: 3 clusters Score -3195368 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -3195369.250000 Penalty: 3232.689941
	Iteration 31Q: 3 clusters Score -3195369 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -3195374.250000 Penalty: 3232.689941
	Iteration 32Q: 3 clusters Score -3195374 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -3195388.500000 Penalty: 3232.689941
	Iteration 33Q: 3 clusters Score -3195388 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -3195399.250000 Penalty: 3232.689941
	Iteration 34Q: 3 clusters Score -3195399 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3195415.500000 Penalty: 3232.689941
	Iteration 35Q: 3 clusters Score -3195416 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -3195418.000000 Penalty: 3232.689941
	Iteration 36Q: 3 clusters Score -3195418 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3195421.750000 Penalty: 3232.689941
	Iteration 37Q: 3 clusters Score -3195422 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3195414.750000 Penalty: 3232.689941
	Iteration 38Q: 3 clusters Score -3195415 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -3195404.000000 Penalty: 3232.689941
	Iteration 39Q: 3 clusters Score -3195404 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3195404.750000 Penalty: 3232.689941
	Iteration 40F: 3 clusters Score -3195405 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3195396.000000 Penalty: 3232.689941
	Iteration 41Q: 3 clusters Score -3195396 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3195391.750000 Penalty: 3232.689941
	Iteration 42Q: 3 clusters Score -3195392 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3195388.000000 Penalty: 3232.689941
	Iteration 43Q: 3 clusters Score -3195388 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3195372.000000 Penalty: 3232.689941
	Iteration 44Q: 3 clusters Score -3195372 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -3195357.750000 Penalty: 3232.689941
	Iteration 45Q: 3 clusters Score -3195358 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -3195363.250000 Penalty: 3232.689941
	Iteration 46Q: 3 clusters Score -3195363 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3195373.000000 Penalty: 3232.689941
	Iteration 47Q: 3 clusters Score -3195373 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3195379.000000 Penalty: 3232.689941
	Iteration 48Q: 3 clusters Score -3195379 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3195397.000000 Penalty: 3232.689941
	Iteration 49Q: 3 clusters Score -3195397 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3195413.000000 Penalty: 3232.689941
	Iteration 50Q: 3 clusters Score -3195413 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3195414.250000 Penalty: 3232.689941
	Iteration 51Q: 3 clusters Score -3195414 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3195423.750000 Penalty: 3232.689941
	Iteration 52Q: 3 clusters Score -3195424 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3195420.250000 Penalty: 3232.689941
	Iteration 53Q: 3 clusters Score -3195420 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3195442.500000 Penalty: 3232.689941
	Iteration 54Q: 3 clusters Score -3195442 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3195451.500000 Penalty: 3232.689941
	Iteration 55Q: 3 clusters Score -3195452 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3195458.250000 Penalty: 3232.689941
	Iteration 56Q: 3 clusters Score -3195458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3195470.750000 Penalty: 3232.689941
	Iteration 57Q: 3 clusters Score -3195471 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3195469.500000 Penalty: 3232.689941
	Iteration 58Q: 3 clusters Score -3195470 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3195457.750000 Penalty: 3232.689941
	Iteration 59Q: 3 clusters Score -3195458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3195458.000000 Penalty: 3232.689941
	Iteration 60F: 3 clusters Score -3195458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3195448.250000 Penalty: 3232.689941
	Iteration 61Q: 3 clusters Score -3195448 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3195447.750000 Penalty: 3232.689941
	Iteration 62Q: 3 clusters Score -3195448 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3195456.500000 Penalty: 3232.689941
	Iteration 63Q: 3 clusters Score -3195456 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3195462.500000 Penalty: 3232.689941
	Iteration 64Q: 3 clusters Score -3195462 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3195465.750000 Penalty: 3232.689941
	Iteration 65Q: 3 clusters Score -3195466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3195472.000000 Penalty: 3232.689941
	Iteration 66Q: 3 clusters Score -3195472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3195461.500000 Penalty: 3232.689941
	Iteration 67Q: 3 clusters Score -3195462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3195455.250000 Penalty: 3232.689941
	Iteration 68Q: 3 clusters Score -3195455 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3195462.750000 Penalty: 3232.689941
	Iteration 69Q: 3 clusters Score -3195463 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3195460.500000 Penalty: 3232.689941
	Iteration 70Q: 3 clusters Score -3195460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3195463.250000 Penalty: 3232.689941
	Iteration 71Q: 3 clusters Score -3195463 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3195459.750000 Penalty: 3232.689941
	Iteration 72Q: 3 clusters Score -3195460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3195454.000000 Penalty: 3232.689941
	Iteration 73Q: 3 clusters Score -3195454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3195452.500000 Penalty: 3232.689941
	Iteration 74Q: 3 clusters Score -3195452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3195451.250000 Penalty: 3232.689941
	Iteration 75Q: 3 clusters Score -3195451 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3195457.000000 Penalty: 3232.689941
	Iteration 76Q: 3 clusters Score -3195457 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3195456.750000 Penalty: 3232.689941
	Iteration 77Q: 3 clusters Score -3195457 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3195475.500000 Penalty: 3232.689941
	Iteration 78Q: 3 clusters Score -3195476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3195494.000000 Penalty: 3232.689941
	Iteration 79Q: 3 clusters Score -3195494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3195502.250000 Penalty: 3232.689941
	Iteration 80F: 3 clusters Score -3195502 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3195507.750000 Penalty: 3232.689941
	Iteration 81Q: 3 clusters Score -3195508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3195519.750000 Penalty: 3232.689941
	Iteration 82Q: 3 clusters Score -3195520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3195519.500000 Penalty: 3232.689941
	Iteration 83Q: 3 clusters Score -3195520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3195528.750000 Penalty: 3232.689941
	Iteration 84Q: 3 clusters Score -3195529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3195538.250000 Penalty: 3232.689941
	Iteration 85Q: 3 clusters Score -3195538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3195545.500000 Penalty: 3232.689941
	Iteration 86Q: 3 clusters Score -3195546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3195550.500000 Penalty: 3232.689941
	Iteration 87Q: 3 clusters Score -3195550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3195550.250000 Penalty: 3232.689941
	Iteration 88Q: 3 clusters Score -3195550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3195552.750000 Penalty: 3232.689941
	Iteration 89Q: 3 clusters Score -3195553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3195552.500000 Penalty: 3232.689941
	Iteration 90Q: 3 clusters Score -3195552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3195552.750000 Penalty: 3232.689941
	Iteration 91Q: 3 clusters Score -3195553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3195559.000000 Penalty: 3232.689941
	Iteration 92Q: 3 clusters Score -3195559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3195559.000000 Penalty: 3232.689941
	Iteration 93Q: 3 clusters Score -3195559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3195555.750000 Penalty: 3232.689941
	Iteration 94Q: 3 clusters Score -3195556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3195558.000000 Penalty: 3232.689941
	Iteration 95Q: 3 clusters Score -3195558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3195557.500000 Penalty: 3232.689941
	Iteration 96Q: 3 clusters Score -3195558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3195554.750000 Penalty: 3232.689941
	Iteration 97Q: 3 clusters Score -3195555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3195565.500000 Penalty: 3232.689941
	Iteration 98Q: 3 clusters Score -3195566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3195566.500000 Penalty: 3232.689941
	Iteration 99Q: 3 clusters Score -3195566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3195569.500000 Penalty: 3232.689941
	Iteration 100F: 3 clusters Score -3195570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3195574.500000 Penalty: 3232.689941
	Iteration 101Q: 3 clusters Score -3195574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3195572.000000 Penalty: 3232.689941
	Iteration 102Q: 3 clusters Score -3195572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3195575.750000 Penalty: 3232.689941
	Iteration 103Q: 3 clusters Score -3195576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3195572.250000 Penalty: 3232.689941
	Iteration 104Q: 3 clusters Score -3195572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3195579.250000 Penalty: 3232.689941
	Iteration 105Q: 3 clusters Score -3195579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3195575.500000 Penalty: 3232.689941
	Iteration 106Q: 3 clusters Score -3195576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3195573.000000 Penalty: 3232.689941
	Iteration 107Q: 3 clusters Score -3195573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3195573.000000 Penalty: 3232.689941
	Iteration 108F: 3 clusters Score -3195573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Entering Unmasked Estep 
Score: -560833.812500 Penalty: 1354.390747
	Iteration 0F: 2 clusters Score -560833.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -557453.750000 Penalty: 2708.781494
	Iteration 0F: 3 clusters Score -557453.8 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -558569.562500 Penalty: 2708.781494
	Iteration 1F: 3 clusters Score -558569.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -558999.000000 Penalty: 2708.781494
	Iteration 2F: 3 clusters Score -558999 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -559438.312500 Penalty: 2708.781494
	Iteration 3F: 3 clusters Score -559438.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -559777.062500 Penalty: 2708.781494
	Iteration 4F: 3 clusters Score -559777.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -559978.000000 Penalty: 2708.781494
	Iteration 5F: 3 clusters Score -559978 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -560085.437500 Penalty: 2708.781494
	Iteration 6Q: 3 clusters Score -560085.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -560139.437500 Penalty: 2708.781494
	Iteration 7Q: 3 clusters Score -560139.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -560178.437500 Penalty: 2708.781494
	Iteration 8Q: 3 clusters Score -560178.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -560201.312500 Penalty: 2708.781494
	Iteration 9Q: 3 clusters Score -560201.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -560216.625000 Penalty: 2708.781494
	Iteration 10Q: 3 clusters Score -560216.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -560230.625000 Penalty: 2708.781494
	Iteration 11Q: 3 clusters Score -560230.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -560240.375000 Penalty: 2708.781494
	Iteration 12Q: 3 clusters Score -560240.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -560250.250000 Penalty: 2708.781494
	Iteration 13Q: 3 clusters Score -560250.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -560256.000000 Penalty: 2708.781494
	Iteration 14Q: 3 clusters Score -560256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -560258.125000 Penalty: 2708.781494
	Iteration 15Q: 3 clusters Score -560258.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -560260.000000 Penalty: 2708.781494
	Iteration 16Q: 3 clusters Score -560260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -560262.187500 Penalty: 2708.781494
	Iteration 17Q: 3 clusters Score -560262.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -560265.250000 Penalty: 2708.781494
	Iteration 18Q: 3 clusters Score -560265.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -560266.562500 Penalty: 2708.781494
	Iteration 19Q: 3 clusters Score -560266.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -560268.437500 Penalty: 2708.781494
	Iteration 20F: 3 clusters Score -560268.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -560271.062500 Penalty: 2708.781494
	Iteration 21Q: 3 clusters Score -560271.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -560272.625000 Penalty: 2708.781494
	Iteration 22Q: 3 clusters Score -560272.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -560272.625000 Penalty: 2708.781494
	Iteration 23Q: 3 clusters Score -560272.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -560274.562500 Penalty: 2708.781494
	Iteration 24Q: 3 clusters Score -560274.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -560275.562500 Penalty: 2708.781494
	Iteration 25Q: 3 clusters Score -560275.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -560276.937500 Penalty: 2708.781494
	Iteration 26Q: 3 clusters Score -560276.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -560278.750000 Penalty: 2708.781494
	Iteration 27Q: 3 clusters Score -560278.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -560280.000000 Penalty: 2708.781494
	Iteration 28Q: 3 clusters Score -560280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -560281.875000 Penalty: 2708.781494
	Iteration 29Q: 3 clusters Score -560281.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -560281.375000 Penalty: 2708.781494
	Iteration 30Q: 3 clusters Score -560281.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -560281.875000 Penalty: 2708.781494
	Iteration 31Q: 3 clusters Score -560281.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -560282.937500 Penalty: 2708.781494
	Iteration 32Q: 3 clusters Score -560282.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -560283.125000 Penalty: 2708.781494
	Iteration 33Q: 3 clusters Score -560283.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -560283.125000 Penalty: 2708.781494
	Iteration 34F: 3 clusters Score -560283.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -66167.476562 Penalty: 1010.522522
	Iteration 0F: 2 clusters Score -66167.48 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 246 members 
Entering Unmasked Estep 
Score: -65142.761719 Penalty: 2021.045044
	Iteration 0F: 3 clusters Score -65142.76 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65367.699219 Penalty: 2021.045044
	Iteration 1F: 3 clusters Score -65367.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65474.148438 Penalty: 2021.045044
	Iteration 2F: 3 clusters Score -65474.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65527.968750 Penalty: 2021.045044
	Iteration 3F: 3 clusters Score -65527.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -65553.703125 Penalty: 2021.045044
	Iteration 4Q: 3 clusters Score -65553.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -65569.515625 Penalty: 2021.045044
	Iteration 5Q: 3 clusters Score -65569.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65587.718750 Penalty: 2021.045044
	Iteration 6Q: 3 clusters Score -65587.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65603.898438 Penalty: 2021.045044
	Iteration 7Q: 3 clusters Score -65603.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65617.765625 Penalty: 2021.045044
	Iteration 8Q: 3 clusters Score -65617.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -65630.828125 Penalty: 2021.045044
	Iteration 9Q: 3 clusters Score -65630.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -65665.421875 Penalty: 2021.045044
	Iteration 10Q: 3 clusters Score -65665.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65690.984375 Penalty: 2021.045044
	Iteration 11Q: 3 clusters Score -65690.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65712.507812 Penalty: 2021.045044
	Iteration 12Q: 3 clusters Score -65712.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65779.960938 Penalty: 2021.045044
	Iteration 13Q: 3 clusters Score -65779.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -65793.304688 Penalty: 2021.045044
	Iteration 14Q: 3 clusters Score -65793.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -65808.929688 Penalty: 2021.045044
	Iteration 15Q: 3 clusters Score -65808.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -65824.984375 Penalty: 2021.045044
	Iteration 16Q: 3 clusters Score -65824.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -65827.500000 Penalty: 2021.045044
	Iteration 17Q: 3 clusters Score -65827.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -65828.789062 Penalty: 2021.045044
	Iteration 18Q: 3 clusters Score -65828.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -65831.609375 Penalty: 2021.045044
	Iteration 19Q: 3 clusters Score -65831.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -65872.343750 Penalty: 2021.045044
	Iteration 20F: 3 clusters Score -65872.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -65960.695312 Penalty: 2021.045044
	Iteration 21Q: 3 clusters Score -65960.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -65986.132812 Penalty: 2021.045044
	Iteration 22Q: 3 clusters Score -65986.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66008.234375 Penalty: 2021.045044
	Iteration 23Q: 3 clusters Score -66008.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -66020.695312 Penalty: 2021.045044
	Iteration 24Q: 3 clusters Score -66020.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -66028.570312 Penalty: 2021.045044
	Iteration 25Q: 3 clusters Score -66028.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -66033.859375 Penalty: 2021.045044
	Iteration 26Q: 3 clusters Score -66033.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66036.726562 Penalty: 2021.045044
	Iteration 27Q: 3 clusters Score -66036.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66046.960938 Penalty: 2021.045044
	Iteration 28Q: 3 clusters Score -66046.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -66050.976562 Penalty: 2021.045044
	Iteration 29Q: 3 clusters Score -66050.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66052.390625 Penalty: 2021.045044
	Iteration 30Q: 3 clusters Score -66052.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66052.390625 Penalty: 2021.045044
	Iteration 31F: 3 clusters Score -66052.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Entering Unmasked Estep 
Score: -1142507.125000 Penalty: 1459.052856
	Iteration 0F: 2 clusters Score -1142507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1136698.750000 Penalty: 2918.105713
	Iteration 0F: 3 clusters Score -1136699 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1138744.250000 Penalty: 2918.105713
	Iteration 1F: 3 clusters Score -1138744 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1139107.000000 Penalty: 2918.105713
	Iteration 2F: 3 clusters Score -1139107 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1139458.625000 Penalty: 2918.105713
	Iteration 3F: 3 clusters Score -1139459 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1139816.125000 Penalty: 2918.105713
	Iteration 4F: 3 clusters Score -1139816 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1140204.875000 Penalty: 2918.105713
	Iteration 5F: 3 clusters Score -1140205 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1140535.000000 Penalty: 2918.105713
	Iteration 6F: 3 clusters Score -1140535 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1140799.500000 Penalty: 2918.105713
	Iteration 7F: 3 clusters Score -1140800 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1141001.250000 Penalty: 2918.105713
	Iteration 8Q: 3 clusters Score -1141001 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1141166.875000 Penalty: 2918.105713
	Iteration 9Q: 3 clusters Score -1141167 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1141286.500000 Penalty: 2918.105713
	Iteration 10Q: 3 clusters Score -1141286 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1141357.875000 Penalty: 2918.105713
	Iteration 11Q: 3 clusters Score -1141358 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1141410.250000 Penalty: 2918.105713
	Iteration 12Q: 3 clusters Score -1141410 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1141461.125000 Penalty: 2918.105713
	Iteration 13Q: 3 clusters Score -1141461 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1141491.000000 Penalty: 2918.105713
	Iteration 14Q: 3 clusters Score -1141491 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1141517.375000 Penalty: 2918.105713
	Iteration 15Q: 3 clusters Score -1141517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1141527.250000 Penalty: 2918.105713
	Iteration 16Q: 3 clusters Score -1141527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1141534.125000 Penalty: 2918.105713
	Iteration 17Q: 3 clusters Score -1141534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1141541.500000 Penalty: 2918.105713
	Iteration 18Q: 3 clusters Score -1141542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1141544.750000 Penalty: 2918.105713
	Iteration 19Q: 3 clusters Score -1141545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1141546.500000 Penalty: 2918.105713
	Iteration 20F: 3 clusters Score -1141546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1141552.750000 Penalty: 2918.105713
	Iteration 21Q: 3 clusters Score -1141553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1141557.000000 Penalty: 2918.105713
	Iteration 22Q: 3 clusters Score -1141557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1141557.750000 Penalty: 2918.105713
	Iteration 23Q: 3 clusters Score -1141558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1141561.750000 Penalty: 2918.105713
	Iteration 24Q: 3 clusters Score -1141562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1141563.125000 Penalty: 2918.105713
	Iteration 25Q: 3 clusters Score -1141563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1141564.375000 Penalty: 2918.105713
	Iteration 26Q: 3 clusters Score -1141564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1141567.375000 Penalty: 2918.105713
	Iteration 27Q: 3 clusters Score -1141567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1141567.000000 Penalty: 2918.105713
	Iteration 28Q: 3 clusters Score -1141567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1141568.625000 Penalty: 2918.105713
	Iteration 29Q: 3 clusters Score -1141569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1141571.250000 Penalty: 2918.105713
	Iteration 30Q: 3 clusters Score -1141571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1141571.500000 Penalty: 2918.105713
	Iteration 31Q: 3 clusters Score -1141572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1141575.375000 Penalty: 2918.105713
	Iteration 32Q: 3 clusters Score -1141575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1141577.625000 Penalty: 2918.105713
	Iteration 33Q: 3 clusters Score -1141578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1141582.750000 Penalty: 2918.105713
	Iteration 34Q: 3 clusters Score -1141583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1141589.125000 Penalty: 2918.105713
	Iteration 35Q: 3 clusters Score -1141589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1141591.500000 Penalty: 2918.105713
	Iteration 36Q: 3 clusters Score -1141592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1141594.500000 Penalty: 2918.105713
	Iteration 37Q: 3 clusters Score -1141594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1141597.250000 Penalty: 2918.105713
	Iteration 38Q: 3 clusters Score -1141597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1141600.375000 Penalty: 2918.105713
	Iteration 39Q: 3 clusters Score -1141600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1141602.250000 Penalty: 2918.105713
	Iteration 40F: 3 clusters Score -1141602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1141604.625000 Penalty: 2918.105713
	Iteration 41Q: 3 clusters Score -1141605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1141605.125000 Penalty: 2918.105713
	Iteration 42Q: 3 clusters Score -1141605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1141608.500000 Penalty: 2918.105713
	Iteration 43Q: 3 clusters Score -1141608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1141610.625000 Penalty: 2918.105713
	Iteration 44Q: 3 clusters Score -1141611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1141618.875000 Penalty: 2918.105713
	Iteration 45Q: 3 clusters Score -1141619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1141618.250000 Penalty: 2918.105713
	Iteration 46Q: 3 clusters Score -1141618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1141623.375000 Penalty: 2918.105713
	Iteration 47Q: 3 clusters Score -1141623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1141622.250000 Penalty: 2918.105713
	Iteration 48Q: 3 clusters Score -1141622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1141624.625000 Penalty: 2918.105713
	Iteration 49Q: 3 clusters Score -1141625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1141623.000000 Penalty: 2918.105713
	Iteration 50Q: 3 clusters Score -1141623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1141624.875000 Penalty: 2918.105713
	Iteration 51Q: 3 clusters Score -1141625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1141625.375000 Penalty: 2918.105713
	Iteration 52Q: 3 clusters Score -1141625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1141625.375000 Penalty: 2918.105713
	Iteration 53F: 3 clusters Score -1141625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Entering Unmasked Estep 
Score: -1868289.125000 Penalty: 1543.168335
	Iteration 0F: 2 clusters Score -1868289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1859137.125000 Penalty: 3086.336670
	Iteration 0F: 3 clusters Score -1859137 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1862473.875000 Penalty: 3086.336670
	Iteration 1F: 3 clusters Score -1862474 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1862898.500000 Penalty: 3086.336670
	Iteration 2F: 3 clusters Score -1862898 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1863347.500000 Penalty: 3086.336670
	Iteration 3F: 3 clusters Score -1863348 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1863854.750000 Penalty: 3086.336670
	Iteration 4F: 3 clusters Score -1863855 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1864428.250000 Penalty: 3086.336670
	Iteration 5F: 3 clusters Score -1864428 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1864977.875000 Penalty: 3086.336670
	Iteration 6F: 3 clusters Score -1864978 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1865382.125000 Penalty: 3086.336670
	Iteration 7F: 3 clusters Score -1865382 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1865664.000000 Penalty: 3086.336670
	Iteration 8Q: 3 clusters Score -1865664 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1865880.125000 Penalty: 3086.336670
	Iteration 9Q: 3 clusters Score -1865880 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1866021.375000 Penalty: 3086.336670
	Iteration 10Q: 3 clusters Score -1866021 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1866159.250000 Penalty: 3086.336670
	Iteration 11Q: 3 clusters Score -1866159 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1866266.375000 Penalty: 3086.336670
	Iteration 12Q: 3 clusters Score -1866266 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1866337.125000 Penalty: 3086.336670
	Iteration 13Q: 3 clusters Score -1866337 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1866394.125000 Penalty: 3086.336670
	Iteration 14Q: 3 clusters Score -1866394 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1866447.875000 Penalty: 3086.336670
	Iteration 15Q: 3 clusters Score -1866448 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1866482.875000 Penalty: 3086.336670
	Iteration 16Q: 3 clusters Score -1866483 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1866537.000000 Penalty: 3086.336670
	Iteration 17Q: 3 clusters Score -1866537 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1866566.625000 Penalty: 3086.336670
	Iteration 18Q: 3 clusters Score -1866567 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1866601.500000 Penalty: 3086.336670
	Iteration 19Q: 3 clusters Score -1866602 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1866625.375000 Penalty: 3086.336670
	Iteration 20F: 3 clusters Score -1866625 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1866659.875000 Penalty: 3086.336670
	Iteration 21Q: 3 clusters Score -1866660 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1866683.500000 Penalty: 3086.336670
	Iteration 22Q: 3 clusters Score -1866684 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1866722.250000 Penalty: 3086.336670
	Iteration 23Q: 3 clusters Score -1866722 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1866757.625000 Penalty: 3086.336670
	Iteration 24Q: 3 clusters Score -1866758 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1866794.625000 Penalty: 3086.336670
	Iteration 25Q: 3 clusters Score -1866795 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1866813.250000 Penalty: 3086.336670
	Iteration 26Q: 3 clusters Score -1866813 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1866840.625000 Penalty: 3086.336670
	Iteration 27Q: 3 clusters Score -1866841 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1866867.375000 Penalty: 3086.336670
	Iteration 28Q: 3 clusters Score -1866867 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1866885.750000 Penalty: 3086.336670
	Iteration 29Q: 3 clusters Score -1866886 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1866892.875000 Penalty: 3086.336670
	Iteration 30Q: 3 clusters Score -1866893 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1866916.625000 Penalty: 3086.336670
	Iteration 31Q: 3 clusters Score -1866917 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1866938.125000 Penalty: 3086.336670
	Iteration 32Q: 3 clusters Score -1866938 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1866951.625000 Penalty: 3086.336670
	Iteration 33Q: 3 clusters Score -1866952 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1866974.375000 Penalty: 3086.336670
	Iteration 34Q: 3 clusters Score -1866974 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1866995.250000 Penalty: 3086.336670
	Iteration 35Q: 3 clusters Score -1866995 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1867011.250000 Penalty: 3086.336670
	Iteration 36Q: 3 clusters Score -1867011 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1867036.500000 Penalty: 3086.336670
	Iteration 37Q: 3 clusters Score -1867036 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1867046.500000 Penalty: 3086.336670
	Iteration 38Q: 3 clusters Score -1867046 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1867064.625000 Penalty: 3086.336670
	Iteration 39Q: 3 clusters Score -1867065 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1867078.250000 Penalty: 3086.336670
	Iteration 40F: 3 clusters Score -1867078 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1867093.875000 Penalty: 3086.336670
	Iteration 41Q: 3 clusters Score -1867094 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1867113.250000 Penalty: 3086.336670
	Iteration 42Q: 3 clusters Score -1867113 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1867126.125000 Penalty: 3086.336670
	Iteration 43Q: 3 clusters Score -1867126 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1867140.500000 Penalty: 3086.336670
	Iteration 44Q: 3 clusters Score -1867140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1867153.375000 Penalty: 3086.336670
	Iteration 45Q: 3 clusters Score -1867153 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1867167.000000 Penalty: 3086.336670
	Iteration 46Q: 3 clusters Score -1867167 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1867181.000000 Penalty: 3086.336670
	Iteration 47Q: 3 clusters Score -1867181 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1867189.000000 Penalty: 3086.336670
	Iteration 48Q: 3 clusters Score -1867189 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1867201.500000 Penalty: 3086.336670
	Iteration 49Q: 3 clusters Score -1867202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1867213.000000 Penalty: 3086.336670
	Iteration 50Q: 3 clusters Score -1867213 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1867219.875000 Penalty: 3086.336670
	Iteration 51Q: 3 clusters Score -1867220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1867229.125000 Penalty: 3086.336670
	Iteration 52Q: 3 clusters Score -1867229 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1867233.875000 Penalty: 3086.336670
	Iteration 53Q: 3 clusters Score -1867234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1867240.750000 Penalty: 3086.336670
	Iteration 54Q: 3 clusters Score -1867241 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1867245.750000 Penalty: 3086.336670
	Iteration 55Q: 3 clusters Score -1867246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1867256.625000 Penalty: 3086.336670
	Iteration 56Q: 3 clusters Score -1867257 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1867267.625000 Penalty: 3086.336670
	Iteration 57Q: 3 clusters Score -1867268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1867277.000000 Penalty: 3086.336670
	Iteration 58Q: 3 clusters Score -1867277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1867283.125000 Penalty: 3086.336670
	Iteration 59Q: 3 clusters Score -1867283 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1867293.500000 Penalty: 3086.336670
	Iteration 60F: 3 clusters Score -1867294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1867299.875000 Penalty: 3086.336670
	Iteration 61Q: 3 clusters Score -1867300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1867306.375000 Penalty: 3086.336670
	Iteration 62Q: 3 clusters Score -1867306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1867308.625000 Penalty: 3086.336670
	Iteration 63Q: 3 clusters Score -1867309 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1867318.250000 Penalty: 3086.336670
	Iteration 64Q: 3 clusters Score -1867318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1867322.875000 Penalty: 3086.336670
	Iteration 65Q: 3 clusters Score -1867323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1867326.500000 Penalty: 3086.336670
	Iteration 66Q: 3 clusters Score -1867326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1867336.750000 Penalty: 3086.336670
	Iteration 67Q: 3 clusters Score -1867337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1867337.000000 Penalty: 3086.336670
	Iteration 68Q: 3 clusters Score -1867337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1867337.125000 Penalty: 3086.336670
	Iteration 69Q: 3 clusters Score -1867337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1867336.875000 Penalty: 3086.336670
	Iteration 70Q: 3 clusters Score -1867337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1867339.500000 Penalty: 3086.336670
	Iteration 71Q: 3 clusters Score -1867340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1867339.625000 Penalty: 3086.336670
	Iteration 72Q: 3 clusters Score -1867340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1867340.875000 Penalty: 3086.336670
	Iteration 73Q: 3 clusters Score -1867341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1867342.875000 Penalty: 3086.336670
	Iteration 74Q: 3 clusters Score -1867343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1867342.500000 Penalty: 3086.336670
	Iteration 75Q: 3 clusters Score -1867342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1867342.625000 Penalty: 3086.336670
	Iteration 76Q: 3 clusters Score -1867343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1867343.750000 Penalty: 3086.336670
	Iteration 77Q: 3 clusters Score -1867344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1867340.625000 Penalty: 3086.336670
	Iteration 78Q: 3 clusters Score -1867341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1867340.625000 Penalty: 3086.336670
	Iteration 79Q: 3 clusters Score -1867341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1867343.125000 Penalty: 3086.336670
	Iteration 80F: 3 clusters Score -1867343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1867343.375000 Penalty: 3086.336670
	Iteration 81Q: 3 clusters Score -1867343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1867343.000000 Penalty: 3086.336670
	Iteration 82Q: 3 clusters Score -1867343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1867343.250000 Penalty: 3086.336670
	Iteration 83Q: 3 clusters Score -1867343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1867341.875000 Penalty: 3086.336670
	Iteration 84Q: 3 clusters Score -1867342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1867346.875000 Penalty: 3086.336670
	Iteration 85Q: 3 clusters Score -1867347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1867347.750000 Penalty: 3086.336670
	Iteration 86Q: 3 clusters Score -1867348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1867343.875000 Penalty: 3086.336670
	Iteration 87Q: 3 clusters Score -1867344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1867347.875000 Penalty: 3086.336670
	Iteration 88Q: 3 clusters Score -1867348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1867347.875000 Penalty: 3086.336670
	Iteration 89Q: 3 clusters Score -1867348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1867347.875000 Penalty: 3086.336670
	Iteration 90Q: 3 clusters Score -1867348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1867348.500000 Penalty: 3086.336670
	Iteration 91Q: 3 clusters Score -1867348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1867345.625000 Penalty: 3086.336670
	Iteration 92Q: 3 clusters Score -1867346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1867345.750000 Penalty: 3086.336670
	Iteration 93Q: 3 clusters Score -1867346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1867346.000000 Penalty: 3086.336670
	Iteration 94Q: 3 clusters Score -1867346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1867348.750000 Penalty: 3086.336670
	Iteration 95Q: 3 clusters Score -1867349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1867350.375000 Penalty: 3086.336670
	Iteration 96Q: 3 clusters Score -1867350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1867356.875000 Penalty: 3086.336670
	Iteration 97Q: 3 clusters Score -1867357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1867357.125000 Penalty: 3086.336670
	Iteration 98Q: 3 clusters Score -1867357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1867357.500000 Penalty: 3086.336670
	Iteration 99Q: 3 clusters Score -1867358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1867364.250000 Penalty: 3086.336670
	Iteration 100F: 3 clusters Score -1867364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1867360.750000 Penalty: 3086.336670
	Iteration 101Q: 3 clusters Score -1867361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1867362.875000 Penalty: 3086.336670
	Iteration 102Q: 3 clusters Score -1867363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1867363.375000 Penalty: 3086.336670
	Iteration 103Q: 3 clusters Score -1867363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1867364.625000 Penalty: 3086.336670
	Iteration 104Q: 3 clusters Score -1867365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1867364.125000 Penalty: 3086.336670
	Iteration 105Q: 3 clusters Score -1867364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1867364.375000 Penalty: 3086.336670
	Iteration 106Q: 3 clusters Score -1867364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1867364.375000 Penalty: 3086.336670
	Iteration 107F: 3 clusters Score -1867364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Entering Unmasked Estep 
Score: -1168143.625000 Penalty: 1462.016357
	Iteration 0F: 2 clusters Score -1168144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1162260.125000 Penalty: 2924.032715
	Iteration 0F: 3 clusters Score -1162260 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1164134.000000 Penalty: 2924.032715
	Iteration 1F: 3 clusters Score -1164134 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1164419.500000 Penalty: 2924.032715
	Iteration 2F: 3 clusters Score -1164420 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1164633.625000 Penalty: 2924.032715
	Iteration 3F: 3 clusters Score -1164634 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1164824.750000 Penalty: 2924.032715
	Iteration 4Q: 3 clusters Score -1164825 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1165036.750000 Penalty: 2924.032715
	Iteration 5Q: 3 clusters Score -1165037 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1165229.125000 Penalty: 2924.032715
	Iteration 6Q: 3 clusters Score -1165229 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1165456.125000 Penalty: 2924.032715
	Iteration 7Q: 3 clusters Score -1165456 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1165705.750000 Penalty: 2924.032715
	Iteration 8Q: 3 clusters Score -1165706 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1165959.625000 Penalty: 2924.032715
	Iteration 9Q: 3 clusters Score -1165960 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1166190.375000 Penalty: 2924.032715
	Iteration 10Q: 3 clusters Score -1166190 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1166390.000000 Penalty: 2924.032715
	Iteration 11Q: 3 clusters Score -1166390 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1166547.250000 Penalty: 2924.032715
	Iteration 12Q: 3 clusters Score -1166547 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1166652.750000 Penalty: 2924.032715
	Iteration 13Q: 3 clusters Score -1166653 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1166716.625000 Penalty: 2924.032715
	Iteration 14Q: 3 clusters Score -1166717 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1166757.125000 Penalty: 2924.032715
	Iteration 15Q: 3 clusters Score -1166757 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1166792.250000 Penalty: 2924.032715
	Iteration 16Q: 3 clusters Score -1166792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1166817.375000 Penalty: 2924.032715
	Iteration 17Q: 3 clusters Score -1166817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1166841.000000 Penalty: 2924.032715
	Iteration 18Q: 3 clusters Score -1166841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1166853.375000 Penalty: 2924.032715
	Iteration 19Q: 3 clusters Score -1166853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1166866.875000 Penalty: 2924.032715
	Iteration 20F: 3 clusters Score -1166867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1166871.250000 Penalty: 2924.032715
	Iteration 21Q: 3 clusters Score -1166871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1166878.125000 Penalty: 2924.032715
	Iteration 22Q: 3 clusters Score -1166878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1166882.750000 Penalty: 2924.032715
	Iteration 23Q: 3 clusters Score -1166883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1166884.250000 Penalty: 2924.032715
	Iteration 24Q: 3 clusters Score -1166884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1166884.000000 Penalty: 2924.032715
	Iteration 25Q: 3 clusters Score -1166884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1166889.875000 Penalty: 2924.032715
	Iteration 26Q: 3 clusters Score -1166890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1166890.500000 Penalty: 2924.032715
	Iteration 27Q: 3 clusters Score -1166890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1166893.000000 Penalty: 2924.032715
	Iteration 28Q: 3 clusters Score -1166893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1166892.500000 Penalty: 2924.032715
	Iteration 29Q: 3 clusters Score -1166892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1166893.750000 Penalty: 2924.032715
	Iteration 30Q: 3 clusters Score -1166894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1166895.000000 Penalty: 2924.032715
	Iteration 31Q: 3 clusters Score -1166895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1166896.375000 Penalty: 2924.032715
	Iteration 32Q: 3 clusters Score -1166896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1166896.375000 Penalty: 2924.032715
	Iteration 33F: 3 clusters Score -1166896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Entering Unmasked Estep 
Score: -1850461.250000 Penalty: 1533.343628
	Iteration 0F: 2 clusters Score -1850461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1841813.375000 Penalty: 3066.687256
	Iteration 0F: 3 clusters Score -1841813 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1844827.000000 Penalty: 3066.687256
	Iteration 1F: 3 clusters Score -1844827 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1845119.875000 Penalty: 3066.687256
	Iteration 2F: 3 clusters Score -1845120 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1845393.250000 Penalty: 3066.687256
	Iteration 3F: 3 clusters Score -1845393 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1845658.500000 Penalty: 3066.687256
	Iteration 4Q: 3 clusters Score -1845658 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1845927.875000 Penalty: 3066.687256
	Iteration 5Q: 3 clusters Score -1845928 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1846241.375000 Penalty: 3066.687256
	Iteration 6Q: 3 clusters Score -1846241 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1846585.125000 Penalty: 3066.687256
	Iteration 7Q: 3 clusters Score -1846585 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1846990.625000 Penalty: 3066.687256
	Iteration 8Q: 3 clusters Score -1846991 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1847391.000000 Penalty: 3066.687256
	Iteration 9Q: 3 clusters Score -1847391 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1847780.875000 Penalty: 3066.687256
	Iteration 10Q: 3 clusters Score -1847781 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1848068.125000 Penalty: 3066.687256
	Iteration 11Q: 3 clusters Score -1848068 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1848328.875000 Penalty: 3066.687256
	Iteration 12Q: 3 clusters Score -1848329 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1848533.375000 Penalty: 3066.687256
	Iteration 13Q: 3 clusters Score -1848533 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1848680.625000 Penalty: 3066.687256
	Iteration 14Q: 3 clusters Score -1848681 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1848791.250000 Penalty: 3066.687256
	Iteration 15Q: 3 clusters Score -1848791 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1848886.125000 Penalty: 3066.687256
	Iteration 16Q: 3 clusters Score -1848886 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1848963.000000 Penalty: 3066.687256
	Iteration 17Q: 3 clusters Score -1848963 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1849008.125000 Penalty: 3066.687256
	Iteration 18Q: 3 clusters Score -1849008 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1849042.125000 Penalty: 3066.687256
	Iteration 19Q: 3 clusters Score -1849042 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1849079.250000 Penalty: 3066.687256
	Iteration 20F: 3 clusters Score -1849079 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1849109.750000 Penalty: 3066.687256
	Iteration 21Q: 3 clusters Score -1849110 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1849135.750000 Penalty: 3066.687256
	Iteration 22Q: 3 clusters Score -1849136 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1849159.125000 Penalty: 3066.687256
	Iteration 23Q: 3 clusters Score -1849159 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1849181.125000 Penalty: 3066.687256
	Iteration 24Q: 3 clusters Score -1849181 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1849197.500000 Penalty: 3066.687256
	Iteration 25Q: 3 clusters Score -1849198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1849211.000000 Penalty: 3066.687256
	Iteration 26Q: 3 clusters Score -1849211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1849213.375000 Penalty: 3066.687256
	Iteration 27Q: 3 clusters Score -1849213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1849223.000000 Penalty: 3066.687256
	Iteration 28Q: 3 clusters Score -1849223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1849228.875000 Penalty: 3066.687256
	Iteration 29Q: 3 clusters Score -1849229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1849235.875000 Penalty: 3066.687256
	Iteration 30Q: 3 clusters Score -1849236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1849235.875000 Penalty: 3066.687256
	Iteration 31Q: 3 clusters Score -1849236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1849239.125000 Penalty: 3066.687256
	Iteration 32Q: 3 clusters Score -1849239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1849241.875000 Penalty: 3066.687256
	Iteration 33Q: 3 clusters Score -1849242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1849241.250000 Penalty: 3066.687256
	Iteration 34Q: 3 clusters Score -1849241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1849248.875000 Penalty: 3066.687256
	Iteration 35Q: 3 clusters Score -1849249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1849252.500000 Penalty: 3066.687256
	Iteration 36Q: 3 clusters Score -1849252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1849253.125000 Penalty: 3066.687256
	Iteration 37Q: 3 clusters Score -1849253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1849255.875000 Penalty: 3066.687256
	Iteration 38Q: 3 clusters Score -1849256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1849255.000000 Penalty: 3066.687256
	Iteration 39Q: 3 clusters Score -1849255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1849255.500000 Penalty: 3066.687256
	Iteration 40F: 3 clusters Score -1849256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1849260.125000 Penalty: 3066.687256
	Iteration 41Q: 3 clusters Score -1849260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1849263.500000 Penalty: 3066.687256
	Iteration 42Q: 3 clusters Score -1849264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1849263.750000 Penalty: 3066.687256
	Iteration 43Q: 3 clusters Score -1849264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1849265.000000 Penalty: 3066.687256
	Iteration 44Q: 3 clusters Score -1849265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1849269.625000 Penalty: 3066.687256
	Iteration 45Q: 3 clusters Score -1849270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1849269.125000 Penalty: 3066.687256
	Iteration 46Q: 3 clusters Score -1849269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1849267.750000 Penalty: 3066.687256
	Iteration 47Q: 3 clusters Score -1849268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1849268.375000 Penalty: 3066.687256
	Iteration 48Q: 3 clusters Score -1849268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1849268.250000 Penalty: 3066.687256
	Iteration 49Q: 3 clusters Score -1849268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1849268.125000 Penalty: 3066.687256
	Iteration 50Q: 3 clusters Score -1849268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1849268.125000 Penalty: 3066.687256
	Iteration 51F: 3 clusters Score -1849268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -226965.812500 Penalty: 1204.672241
	Iteration 0F: 2 clusters Score -226965.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -225078.609375 Penalty: 2409.344482
	Iteration 0F: 3 clusters Score -225078.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -225492.609375 Penalty: 2409.344482
	Iteration 1F: 3 clusters Score -225492.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -225624.093750 Penalty: 2409.344482
	Iteration 2F: 3 clusters Score -225624.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -225705.859375 Penalty: 2409.344482
	Iteration 3F: 3 clusters Score -225705.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -225762.250000 Penalty: 2409.344482
	Iteration 4Q: 3 clusters Score -225762.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -225820.906250 Penalty: 2409.344482
	Iteration 5Q: 3 clusters Score -225820.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -225884.281250 Penalty: 2409.344482
	Iteration 6Q: 3 clusters Score -225884.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -225952.031250 Penalty: 2409.344482
	Iteration 7Q: 3 clusters Score -225952 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -226017.687500 Penalty: 2409.344482
	Iteration 8Q: 3 clusters Score -226017.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -226072.609375 Penalty: 2409.344482
	Iteration 9Q: 3 clusters Score -226072.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -226121.984375 Penalty: 2409.344482
	Iteration 10Q: 3 clusters Score -226122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -226161.375000 Penalty: 2409.344482
	Iteration 11Q: 3 clusters Score -226161.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -226202.625000 Penalty: 2409.344482
	Iteration 12Q: 3 clusters Score -226202.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -226235.875000 Penalty: 2409.344482
	Iteration 13Q: 3 clusters Score -226235.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -226258.234375 Penalty: 2409.344482
	Iteration 14Q: 3 clusters Score -226258.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -226267.828125 Penalty: 2409.344482
	Iteration 15Q: 3 clusters Score -226267.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -226277.828125 Penalty: 2409.344482
	Iteration 16Q: 3 clusters Score -226277.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -226279.859375 Penalty: 2409.344482
	Iteration 17Q: 3 clusters Score -226279.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -226281.828125 Penalty: 2409.344482
	Iteration 18Q: 3 clusters Score -226281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -226283.546875 Penalty: 2409.344482
	Iteration 19Q: 3 clusters Score -226283.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -226283.546875 Penalty: 2409.344482
	Iteration 20F: 3 clusters Score -226283.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Entering Unmasked Estep 
Score: -1065540.375000 Penalty: 1447.882446
	Iteration 0F: 2 clusters Score -1065540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1060072.875000 Penalty: 2895.764893
	Iteration 0F: 3 clusters Score -1060073 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1061868.875000 Penalty: 2895.764893
	Iteration 1F: 3 clusters Score -1061869 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1062265.625000 Penalty: 2895.764893
	Iteration 2F: 3 clusters Score -1062266 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1062664.500000 Penalty: 2895.764893
	Iteration 3F: 3 clusters Score -1062664 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1063112.625000 Penalty: 2895.764893
	Iteration 4F: 3 clusters Score -1063113 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1063573.500000 Penalty: 2895.764893
	Iteration 5F: 3 clusters Score -1063574 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1063959.500000 Penalty: 2895.764893
	Iteration 6F: 3 clusters Score -1063960 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1064241.250000 Penalty: 2895.764893
	Iteration 7F: 3 clusters Score -1064241 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1064435.125000 Penalty: 2895.764893
	Iteration 8Q: 3 clusters Score -1064435 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1064583.500000 Penalty: 2895.764893
	Iteration 9Q: 3 clusters Score -1064584 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1064684.250000 Penalty: 2895.764893
	Iteration 10Q: 3 clusters Score -1064684 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1064748.750000 Penalty: 2895.764893
	Iteration 11Q: 3 clusters Score -1064749 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1064793.625000 Penalty: 2895.764893
	Iteration 12Q: 3 clusters Score -1064794 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1064825.000000 Penalty: 2895.764893
	Iteration 13Q: 3 clusters Score -1064825 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1064850.625000 Penalty: 2895.764893
	Iteration 14Q: 3 clusters Score -1064851 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1064874.375000 Penalty: 2895.764893
	Iteration 15Q: 3 clusters Score -1064874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1064894.625000 Penalty: 2895.764893
	Iteration 16Q: 3 clusters Score -1064895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1064910.125000 Penalty: 2895.764893
	Iteration 17Q: 3 clusters Score -1064910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1064929.375000 Penalty: 2895.764893
	Iteration 18Q: 3 clusters Score -1064929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1064934.750000 Penalty: 2895.764893
	Iteration 19Q: 3 clusters Score -1064935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1064947.000000 Penalty: 2895.764893
	Iteration 20F: 3 clusters Score -1064947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1064955.000000 Penalty: 2895.764893
	Iteration 21Q: 3 clusters Score -1064955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1064960.125000 Penalty: 2895.764893
	Iteration 22Q: 3 clusters Score -1064960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1064963.000000 Penalty: 2895.764893
	Iteration 23Q: 3 clusters Score -1064963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1064968.250000 Penalty: 2895.764893
	Iteration 24Q: 3 clusters Score -1064968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1064968.625000 Penalty: 2895.764893
	Iteration 25Q: 3 clusters Score -1064969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1064970.375000 Penalty: 2895.764893
	Iteration 26Q: 3 clusters Score -1064970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1064972.875000 Penalty: 2895.764893
	Iteration 27Q: 3 clusters Score -1064973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1064974.875000 Penalty: 2895.764893
	Iteration 28Q: 3 clusters Score -1064975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1064976.500000 Penalty: 2895.764893
	Iteration 29Q: 3 clusters Score -1064976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1064977.500000 Penalty: 2895.764893
	Iteration 30Q: 3 clusters Score -1064978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1064977.000000 Penalty: 2895.764893
	Iteration 31Q: 3 clusters Score -1064977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1064979.000000 Penalty: 2895.764893
	Iteration 32Q: 3 clusters Score -1064979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1064980.625000 Penalty: 2895.764893
	Iteration 33Q: 3 clusters Score -1064981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1064979.875000 Penalty: 2895.764893
	Iteration 34Q: 3 clusters Score -1064980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1064980.625000 Penalty: 2895.764893
	Iteration 35Q: 3 clusters Score -1064981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1064980.625000 Penalty: 2895.764893
	Iteration 36F: 3 clusters Score -1064981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Entering Unmasked Estep 
Score: -1241511.500000 Penalty: 1464.332886
	Iteration 0F: 2 clusters Score -1241512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1235480.375000 Penalty: 2928.665771
	Iteration 0F: 3 clusters Score -1235480 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1237351.500000 Penalty: 2928.665771
	Iteration 1F: 3 clusters Score -1237352 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1237572.000000 Penalty: 2928.665771
	Iteration 2F: 3 clusters Score -1237572 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1237761.875000 Penalty: 2928.665771
	Iteration 3F: 3 clusters Score -1237762 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1237921.250000 Penalty: 2928.665771
	Iteration 4Q: 3 clusters Score -1237921 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1238063.750000 Penalty: 2928.665771
	Iteration 5Q: 3 clusters Score -1238064 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1238215.250000 Penalty: 2928.665771
	Iteration 6Q: 3 clusters Score -1238215 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1238374.875000 Penalty: 2928.665771
	Iteration 7Q: 3 clusters Score -1238375 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1238552.000000 Penalty: 2928.665771
	Iteration 8Q: 3 clusters Score -1238552 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1238775.625000 Penalty: 2928.665771
	Iteration 9Q: 3 clusters Score -1238776 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1238990.000000 Penalty: 2928.665771
	Iteration 10Q: 3 clusters Score -1238990 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1239193.250000 Penalty: 2928.665771
	Iteration 11Q: 3 clusters Score -1239193 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1239398.000000 Penalty: 2928.665771
	Iteration 12Q: 3 clusters Score -1239398 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1239575.250000 Penalty: 2928.665771
	Iteration 13Q: 3 clusters Score -1239575 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1239733.500000 Penalty: 2928.665771
	Iteration 14Q: 3 clusters Score -1239734 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1239875.750000 Penalty: 2928.665771
	Iteration 15Q: 3 clusters Score -1239876 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1239974.375000 Penalty: 2928.665771
	Iteration 16Q: 3 clusters Score -1239974 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1240047.125000 Penalty: 2928.665771
	Iteration 17Q: 3 clusters Score -1240047 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1240109.125000 Penalty: 2928.665771
	Iteration 18Q: 3 clusters Score -1240109 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1240155.375000 Penalty: 2928.665771
	Iteration 19Q: 3 clusters Score -1240155 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1240189.250000 Penalty: 2928.665771
	Iteration 20F: 3 clusters Score -1240189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1240219.375000 Penalty: 2928.665771
	Iteration 21Q: 3 clusters Score -1240219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1240234.875000 Penalty: 2928.665771
	Iteration 22Q: 3 clusters Score -1240235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1240249.625000 Penalty: 2928.665771
	Iteration 23Q: 3 clusters Score -1240250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1240259.125000 Penalty: 2928.665771
	Iteration 24Q: 3 clusters Score -1240259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1240260.875000 Penalty: 2928.665771
	Iteration 25Q: 3 clusters Score -1240261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1240266.500000 Penalty: 2928.665771
	Iteration 26Q: 3 clusters Score -1240266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1240265.000000 Penalty: 2928.665771
	Iteration 27Q: 3 clusters Score -1240265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1240265.000000 Penalty: 2928.665771
	Iteration 28F: 3 clusters Score -1240265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Entering Unmasked Estep 
Score: -474907.468750 Penalty: 1335.946655
	Iteration 0F: 2 clusters Score -474907.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -471713.250000 Penalty: 2671.893311
	Iteration 0F: 3 clusters Score -471713.2 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -472530.875000 Penalty: 2671.893311
	Iteration 1F: 3 clusters Score -472530.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -472700.843750 Penalty: 2671.893311
	Iteration 2F: 3 clusters Score -472700.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -472820.187500 Penalty: 2671.893311
	Iteration 3F: 3 clusters Score -472820.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -472907.250000 Penalty: 2671.893311
	Iteration 4Q: 3 clusters Score -472907.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -472984.000000 Penalty: 2671.893311
	Iteration 5Q: 3 clusters Score -472984 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -473053.000000 Penalty: 2671.893311
	Iteration 6Q: 3 clusters Score -473053 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -473098.000000 Penalty: 2671.893311
	Iteration 7Q: 3 clusters Score -473098 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -473131.593750 Penalty: 2671.893311
	Iteration 8Q: 3 clusters Score -473131.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -473157.531250 Penalty: 2671.893311
	Iteration 9Q: 3 clusters Score -473157.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -473181.781250 Penalty: 2671.893311
	Iteration 10Q: 3 clusters Score -473181.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -473206.531250 Penalty: 2671.893311
	Iteration 11Q: 3 clusters Score -473206.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -473235.875000 Penalty: 2671.893311
	Iteration 12Q: 3 clusters Score -473235.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -473265.531250 Penalty: 2671.893311
	Iteration 13Q: 3 clusters Score -473265.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -473300.750000 Penalty: 2671.893311
	Iteration 14Q: 3 clusters Score -473300.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -473331.031250 Penalty: 2671.893311
	Iteration 15Q: 3 clusters Score -473331 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -473362.906250 Penalty: 2671.893311
	Iteration 16Q: 3 clusters Score -473362.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -473407.500000 Penalty: 2671.893311
	Iteration 17Q: 3 clusters Score -473407.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -473458.312500 Penalty: 2671.893311
	Iteration 18Q: 3 clusters Score -473458.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -473511.000000 Penalty: 2671.893311
	Iteration 19Q: 3 clusters Score -473511 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -473558.093750 Penalty: 2671.893311
	Iteration 20F: 3 clusters Score -473558.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -473594.343750 Penalty: 2671.893311
	Iteration 21Q: 3 clusters Score -473594.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -473629.937500 Penalty: 2671.893311
	Iteration 22Q: 3 clusters Score -473629.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -473654.750000 Penalty: 2671.893311
	Iteration 23Q: 3 clusters Score -473654.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -473668.718750 Penalty: 2671.893311
	Iteration 24Q: 3 clusters Score -473668.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -473684.781250 Penalty: 2671.893311
	Iteration 25Q: 3 clusters Score -473684.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -473698.656250 Penalty: 2671.893311
	Iteration 26Q: 3 clusters Score -473698.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -473715.781250 Penalty: 2671.893311
	Iteration 27Q: 3 clusters Score -473715.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -473730.562500 Penalty: 2671.893311
	Iteration 28Q: 3 clusters Score -473730.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -473737.000000 Penalty: 2671.893311
	Iteration 29Q: 3 clusters Score -473737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -473742.593750 Penalty: 2671.893311
	Iteration 30Q: 3 clusters Score -473742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -473744.343750 Penalty: 2671.893311
	Iteration 31Q: 3 clusters Score -473744.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -473746.281250 Penalty: 2671.893311
	Iteration 32Q: 3 clusters Score -473746.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -473747.531250 Penalty: 2671.893311
	Iteration 33Q: 3 clusters Score -473747.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -473749.875000 Penalty: 2671.893311
	Iteration 34Q: 3 clusters Score -473749.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -473751.937500 Penalty: 2671.893311
	Iteration 35Q: 3 clusters Score -473751.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -473753.437500 Penalty: 2671.893311
	Iteration 36Q: 3 clusters Score -473753.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -473754.812500 Penalty: 2671.893311
	Iteration 37Q: 3 clusters Score -473754.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -473756.343750 Penalty: 2671.893311
	Iteration 38Q: 3 clusters Score -473756.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -473758.093750 Penalty: 2671.893311
	Iteration 39Q: 3 clusters Score -473758.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -473761.968750 Penalty: 2671.893311
	Iteration 40F: 3 clusters Score -473762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -473767.187500 Penalty: 2671.893311
	Iteration 41Q: 3 clusters Score -473767.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -473769.250000 Penalty: 2671.893311
	Iteration 42Q: 3 clusters Score -473769.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -473770.437500 Penalty: 2671.893311
	Iteration 43Q: 3 clusters Score -473770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -473771.656250 Penalty: 2671.893311
	Iteration 44Q: 3 clusters Score -473771.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -473773.125000 Penalty: 2671.893311
	Iteration 45Q: 3 clusters Score -473773.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -473773.156250 Penalty: 2671.893311
	Iteration 46Q: 3 clusters Score -473773.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -473774.156250 Penalty: 2671.893311
	Iteration 47Q: 3 clusters Score -473774.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -473774.125000 Penalty: 2671.893311
	Iteration 48Q: 3 clusters Score -473774.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -473774.125000 Penalty: 2671.893311
	Iteration 49F: 3 clusters Score -473774.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Entering Unmasked Estep 
Score: -267906.781250 Penalty: 1233.677490
	Iteration 0F: 2 clusters Score -267906.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -265863.875000 Penalty: 2467.354980
	Iteration 0F: 3 clusters Score -265863.9 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -266350.750000 Penalty: 2467.354980
	Iteration 1F: 3 clusters Score -266350.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -266529.031250 Penalty: 2467.354980
	Iteration 2F: 3 clusters Score -266529 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -266664.656250 Penalty: 2467.354980
	Iteration 3F: 3 clusters Score -266664.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -266784.000000 Penalty: 2467.354980
	Iteration 4F: 3 clusters Score -266784 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -266899.062500 Penalty: 2467.354980
	Iteration 5F: 3 clusters Score -266899.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -266998.625000 Penalty: 2467.354980
	Iteration 6Q: 3 clusters Score -266998.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -267130.656250 Penalty: 2467.354980
	Iteration 7Q: 3 clusters Score -267130.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -267252.531250 Penalty: 2467.354980
	Iteration 8Q: 3 clusters Score -267252.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -267364.625000 Penalty: 2467.354980
	Iteration 9Q: 3 clusters Score -267364.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -267431.375000 Penalty: 2467.354980
	Iteration 10Q: 3 clusters Score -267431.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -267475.437500 Penalty: 2467.354980
	Iteration 11Q: 3 clusters Score -267475.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -267506.406250 Penalty: 2467.354980
	Iteration 12Q: 3 clusters Score -267506.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -267521.562500 Penalty: 2467.354980
	Iteration 13Q: 3 clusters Score -267521.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -267540.718750 Penalty: 2467.354980
	Iteration 14Q: 3 clusters Score -267540.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -267549.687500 Penalty: 2467.354980
	Iteration 15Q: 3 clusters Score -267549.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -267552.750000 Penalty: 2467.354980
	Iteration 16Q: 3 clusters Score -267552.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -267556.750000 Penalty: 2467.354980
	Iteration 17Q: 3 clusters Score -267556.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -267564.156250 Penalty: 2467.354980
	Iteration 18Q: 3 clusters Score -267564.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -267566.312500 Penalty: 2467.354980
	Iteration 19Q: 3 clusters Score -267566.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -267568.031250 Penalty: 2467.354980
	Iteration 20F: 3 clusters Score -267568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -267568.906250 Penalty: 2467.354980
	Iteration 21Q: 3 clusters Score -267568.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -267574.031250 Penalty: 2467.354980
	Iteration 22Q: 3 clusters Score -267574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -267581.031250 Penalty: 2467.354980
	Iteration 23Q: 3 clusters Score -267581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -267594.562500 Penalty: 2467.354980
	Iteration 24Q: 3 clusters Score -267594.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -267597.031250 Penalty: 2467.354980
	Iteration 25Q: 3 clusters Score -267597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -267599.343750 Penalty: 2467.354980
	Iteration 26Q: 3 clusters Score -267599.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -267600.937500 Penalty: 2467.354980
	Iteration 27Q: 3 clusters Score -267600.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -267601.625000 Penalty: 2467.354980
	Iteration 28Q: 3 clusters Score -267601.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -267602.031250 Penalty: 2467.354980
	Iteration 29Q: 3 clusters Score -267602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -267602.031250 Penalty: 2467.354980
	Iteration 30F: 3 clusters Score -267602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Entering Unmasked Estep 
Score: -414802.843750 Penalty: 1302.919556
	Iteration 0F: 2 clusters Score -414802.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -412064.156250 Penalty: 2605.839111
	Iteration 0F: 3 clusters Score -412064.2 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -412832.500000 Penalty: 2605.839111
	Iteration 1F: 3 clusters Score -412832.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -413027.562500 Penalty: 2605.839111
	Iteration 2F: 3 clusters Score -413027.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -413193.625000 Penalty: 2605.839111
	Iteration 3F: 3 clusters Score -413193.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -413406.687500 Penalty: 2605.839111
	Iteration 4F: 3 clusters Score -413406.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -413630.093750 Penalty: 2605.839111
	Iteration 5F: 3 clusters Score -413630.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -413868.875000 Penalty: 2605.839111
	Iteration 6F: 3 clusters Score -413868.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -414037.093750 Penalty: 2605.839111
	Iteration 7Q: 3 clusters Score -414037.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -414156.343750 Penalty: 2605.839111
	Iteration 8Q: 3 clusters Score -414156.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -414239.312500 Penalty: 2605.839111
	Iteration 9Q: 3 clusters Score -414239.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -414291.718750 Penalty: 2605.839111
	Iteration 10Q: 3 clusters Score -414291.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -414318.937500 Penalty: 2605.839111
	Iteration 11Q: 3 clusters Score -414318.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -414338.000000 Penalty: 2605.839111
	Iteration 12Q: 3 clusters Score -414338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -414349.906250 Penalty: 2605.839111
	Iteration 13Q: 3 clusters Score -414349.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -414358.062500 Penalty: 2605.839111
	Iteration 14Q: 3 clusters Score -414358.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -414360.250000 Penalty: 2605.839111
	Iteration 15Q: 3 clusters Score -414360.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -414363.187500 Penalty: 2605.839111
	Iteration 16Q: 3 clusters Score -414363.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -414365.875000 Penalty: 2605.839111
	Iteration 17Q: 3 clusters Score -414365.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -414369.531250 Penalty: 2605.839111
	Iteration 18Q: 3 clusters Score -414369.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -414374.500000 Penalty: 2605.839111
	Iteration 19Q: 3 clusters Score -414374.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -414378.812500 Penalty: 2605.839111
	Iteration 20F: 3 clusters Score -414378.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -414382.187500 Penalty: 2605.839111
	Iteration 21Q: 3 clusters Score -414382.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -414384.187500 Penalty: 2605.839111
	Iteration 22Q: 3 clusters Score -414384.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -414387.375000 Penalty: 2605.839111
	Iteration 23Q: 3 clusters Score -414387.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -414390.625000 Penalty: 2605.839111
	Iteration 24Q: 3 clusters Score -414390.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -414392.843750 Penalty: 2605.839111
	Iteration 25Q: 3 clusters Score -414392.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -414397.031250 Penalty: 2605.839111
	Iteration 26Q: 3 clusters Score -414397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -414397.250000 Penalty: 2605.839111
	Iteration 27Q: 3 clusters Score -414397.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -414397.250000 Penalty: 2605.839111
	Iteration 28F: 3 clusters Score -414397.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -221217.640625 Penalty: 1202.700073
	Iteration 0F: 2 clusters Score -221217.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -219379.281250 Penalty: 2405.400146
	Iteration 0F: 3 clusters Score -219379.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -219796.406250 Penalty: 2405.400146
	Iteration 1F: 3 clusters Score -219796.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -219935.984375 Penalty: 2405.400146
	Iteration 2F: 3 clusters Score -219936 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -220031.859375 Penalty: 2405.400146
	Iteration 3F: 3 clusters Score -220031.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -220084.781250 Penalty: 2405.400146
	Iteration 4Q: 3 clusters Score -220084.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -220135.796875 Penalty: 2405.400146
	Iteration 5Q: 3 clusters Score -220135.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -220169.843750 Penalty: 2405.400146
	Iteration 6Q: 3 clusters Score -220169.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -220205.906250 Penalty: 2405.400146
	Iteration 7Q: 3 clusters Score -220205.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -220239.421875 Penalty: 2405.400146
	Iteration 8Q: 3 clusters Score -220239.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -220255.687500 Penalty: 2405.400146
	Iteration 9Q: 3 clusters Score -220255.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -220277.562500 Penalty: 2405.400146
	Iteration 10Q: 3 clusters Score -220277.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -220295.578125 Penalty: 2405.400146
	Iteration 11Q: 3 clusters Score -220295.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -220311.968750 Penalty: 2405.400146
	Iteration 12Q: 3 clusters Score -220312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -220326.171875 Penalty: 2405.400146
	Iteration 13Q: 3 clusters Score -220326.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -220354.593750 Penalty: 2405.400146
	Iteration 14Q: 3 clusters Score -220354.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -220379.031250 Penalty: 2405.400146
	Iteration 15Q: 3 clusters Score -220379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -220399.828125 Penalty: 2405.400146
	Iteration 16Q: 3 clusters Score -220399.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -220413.718750 Penalty: 2405.400146
	Iteration 17Q: 3 clusters Score -220413.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -220423.125000 Penalty: 2405.400146
	Iteration 18Q: 3 clusters Score -220423.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -220430.937500 Penalty: 2405.400146
	Iteration 19Q: 3 clusters Score -220430.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -220435.171875 Penalty: 2405.400146
	Iteration 20F: 3 clusters Score -220435.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -220444.265625 Penalty: 2405.400146
	Iteration 21Q: 3 clusters Score -220444.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -220450.562500 Penalty: 2405.400146
	Iteration 22Q: 3 clusters Score -220450.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -220452.000000 Penalty: 2405.400146
	Iteration 23Q: 3 clusters Score -220452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -220453.390625 Penalty: 2405.400146
	Iteration 24Q: 3 clusters Score -220453.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -220455.343750 Penalty: 2405.400146
	Iteration 25Q: 3 clusters Score -220455.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -220457.859375 Penalty: 2405.400146
	Iteration 26Q: 3 clusters Score -220457.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -220459.453125 Penalty: 2405.400146
	Iteration 27Q: 3 clusters Score -220459.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -220460.843750 Penalty: 2405.400146
	Iteration 28Q: 3 clusters Score -220460.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -220462.250000 Penalty: 2405.400146
	Iteration 29Q: 3 clusters Score -220462.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -220463.640625 Penalty: 2405.400146
	Iteration 30Q: 3 clusters Score -220463.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -220464.796875 Penalty: 2405.400146
	Iteration 31Q: 3 clusters Score -220464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -220465.640625 Penalty: 2405.400146
	Iteration 32Q: 3 clusters Score -220465.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -220467.453125 Penalty: 2405.400146
	Iteration 33Q: 3 clusters Score -220467.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -220467.546875 Penalty: 2405.400146
	Iteration 34Q: 3 clusters Score -220467.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -220467.906250 Penalty: 2405.400146
	Iteration 35Q: 3 clusters Score -220467.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -220467.906250 Penalty: 2405.400146
	Iteration 36F: 3 clusters Score -220467.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -72961.406250 Penalty: 1015.620972
	Iteration 0F: 2 clusters Score -72961.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -71882.890625 Penalty: 2031.241943
	Iteration 0F: 3 clusters Score -71882.89 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72021.984375 Penalty: 2031.241943
	Iteration 1F: 3 clusters Score -72021.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -72060.312500 Penalty: 2031.241943
	Iteration 2F: 3 clusters Score -72060.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -72088.109375 Penalty: 2031.241943
	Iteration 3Q: 3 clusters Score -72088.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72107.218750 Penalty: 2031.241943
	Iteration 4Q: 3 clusters Score -72107.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72117.328125 Penalty: 2031.241943
	Iteration 5Q: 3 clusters Score -72117.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72125.843750 Penalty: 2031.241943
	Iteration 6Q: 3 clusters Score -72125.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72152.242188 Penalty: 2031.241943
	Iteration 7Q: 3 clusters Score -72152.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -72171.468750 Penalty: 2031.241943
	Iteration 8Q: 3 clusters Score -72171.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72197.703125 Penalty: 2031.241943
	Iteration 9Q: 3 clusters Score -72197.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72224.218750 Penalty: 2031.241943
	Iteration 10Q: 3 clusters Score -72224.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72264.515625 Penalty: 2031.241943
	Iteration 11Q: 3 clusters Score -72264.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72298.117188 Penalty: 2031.241943
	Iteration 12Q: 3 clusters Score -72298.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -72322.148438 Penalty: 2031.241943
	Iteration 13Q: 3 clusters Score -72322.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -72325.804688 Penalty: 2031.241943
	Iteration 14Q: 3 clusters Score -72325.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -72336.171875 Penalty: 2031.241943
	Iteration 15Q: 3 clusters Score -72336.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -72353.578125 Penalty: 2031.241943
	Iteration 16Q: 3 clusters Score -72353.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -72371.210938 Penalty: 2031.241943
	Iteration 17Q: 3 clusters Score -72371.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72386.492188 Penalty: 2031.241943
	Iteration 18Q: 3 clusters Score -72386.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -72424.390625 Penalty: 2031.241943
	Iteration 19Q: 3 clusters Score -72424.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72435.554688 Penalty: 2031.241943
	Iteration 20F: 3 clusters Score -72435.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -72463.273438 Penalty: 2031.241943
	Iteration 21Q: 3 clusters Score -72463.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -72468.585938 Penalty: 2031.241943
	Iteration 22Q: 3 clusters Score -72468.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72472.812500 Penalty: 2031.241943
	Iteration 23Q: 3 clusters Score -72472.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -72479.679688 Penalty: 2031.241943
	Iteration 24Q: 3 clusters Score -72479.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -72485.609375 Penalty: 2031.241943
	Iteration 25Q: 3 clusters Score -72485.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -72490.585938 Penalty: 2031.241943
	Iteration 26Q: 3 clusters Score -72490.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -72498.750000 Penalty: 2031.241943
	Iteration 27Q: 3 clusters Score -72498.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -72501.242188 Penalty: 2031.241943
	Iteration 28Q: 3 clusters Score -72501.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -72502.710938 Penalty: 2031.241943
	Iteration 29Q: 3 clusters Score -72502.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72503.281250 Penalty: 2031.241943
	Iteration 30Q: 3 clusters Score -72503.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72503.281250 Penalty: 2031.241943
	Iteration 31F: 3 clusters Score -72503.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Entering Unmasked Estep 
Score: -1813884.375000 Penalty: 1526.659180
	Iteration 0F: 2 clusters Score -1813884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1805503.000000 Penalty: 3053.318359
	Iteration 0F: 3 clusters Score -1805503 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1808317.625000 Penalty: 3053.318359
	Iteration 1F: 3 clusters Score -1808318 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1808681.625000 Penalty: 3053.318359
	Iteration 2F: 3 clusters Score -1808682 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1808987.375000 Penalty: 3053.318359
	Iteration 3F: 3 clusters Score -1808987 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1809285.750000 Penalty: 3053.318359
	Iteration 4F: 3 clusters Score -1809286 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1809619.125000 Penalty: 3053.318359
	Iteration 5F: 3 clusters Score -1809619 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1809953.000000 Penalty: 3053.318359
	Iteration 6F: 3 clusters Score -1809953 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1810296.250000 Penalty: 3053.318359
	Iteration 7Q: 3 clusters Score -1810296 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1810662.000000 Penalty: 3053.318359
	Iteration 8Q: 3 clusters Score -1810662 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1811030.000000 Penalty: 3053.318359
	Iteration 9Q: 3 clusters Score -1811030 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1811360.625000 Penalty: 3053.318359
	Iteration 10Q: 3 clusters Score -1811361 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1811617.125000 Penalty: 3053.318359
	Iteration 11Q: 3 clusters Score -1811617 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1811771.375000 Penalty: 3053.318359
	Iteration 12Q: 3 clusters Score -1811771 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1811872.625000 Penalty: 3053.318359
	Iteration 13Q: 3 clusters Score -1811873 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1811951.250000 Penalty: 3053.318359
	Iteration 14Q: 3 clusters Score -1811951 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1812022.500000 Penalty: 3053.318359
	Iteration 15Q: 3 clusters Score -1812022 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1812084.625000 Penalty: 3053.318359
	Iteration 16Q: 3 clusters Score -1812085 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1812147.250000 Penalty: 3053.318359
	Iteration 17Q: 3 clusters Score -1812147 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1812201.000000 Penalty: 3053.318359
	Iteration 18Q: 3 clusters Score -1812201 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1812242.250000 Penalty: 3053.318359
	Iteration 19Q: 3 clusters Score -1812242 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1812271.750000 Penalty: 3053.318359
	Iteration 20F: 3 clusters Score -1812272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1812297.250000 Penalty: 3053.318359
	Iteration 21Q: 3 clusters Score -1812297 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1812322.750000 Penalty: 3053.318359
	Iteration 22Q: 3 clusters Score -1812323 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1812351.125000 Penalty: 3053.318359
	Iteration 23Q: 3 clusters Score -1812351 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1812375.375000 Penalty: 3053.318359
	Iteration 24Q: 3 clusters Score -1812375 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1812403.000000 Penalty: 3053.318359
	Iteration 25Q: 3 clusters Score -1812403 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1812426.500000 Penalty: 3053.318359
	Iteration 26Q: 3 clusters Score -1812426 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1812448.000000 Penalty: 3053.318359
	Iteration 27Q: 3 clusters Score -1812448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1812463.250000 Penalty: 3053.318359
	Iteration 28Q: 3 clusters Score -1812463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1812480.750000 Penalty: 3053.318359
	Iteration 29Q: 3 clusters Score -1812481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1812487.375000 Penalty: 3053.318359
	Iteration 30Q: 3 clusters Score -1812487 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1812493.500000 Penalty: 3053.318359
	Iteration 31Q: 3 clusters Score -1812494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1812498.500000 Penalty: 3053.318359
	Iteration 32Q: 3 clusters Score -1812498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1812511.500000 Penalty: 3053.318359
	Iteration 33Q: 3 clusters Score -1812512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1812522.500000 Penalty: 3053.318359
	Iteration 34Q: 3 clusters Score -1812522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1812534.750000 Penalty: 3053.318359
	Iteration 35Q: 3 clusters Score -1812535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1812539.625000 Penalty: 3053.318359
	Iteration 36Q: 3 clusters Score -1812540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1812544.875000 Penalty: 3053.318359
	Iteration 37Q: 3 clusters Score -1812545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1812551.250000 Penalty: 3053.318359
	Iteration 38Q: 3 clusters Score -1812551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1812556.375000 Penalty: 3053.318359
	Iteration 39Q: 3 clusters Score -1812556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1812559.500000 Penalty: 3053.318359
	Iteration 40F: 3 clusters Score -1812560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1812560.000000 Penalty: 3053.318359
	Iteration 41Q: 3 clusters Score -1812560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1812564.875000 Penalty: 3053.318359
	Iteration 42Q: 3 clusters Score -1812565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1812566.125000 Penalty: 3053.318359
	Iteration 43Q: 3 clusters Score -1812566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1812566.750000 Penalty: 3053.318359
	Iteration 44Q: 3 clusters Score -1812567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1812569.375000 Penalty: 3053.318359
	Iteration 45Q: 3 clusters Score -1812569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1812572.000000 Penalty: 3053.318359
	Iteration 46Q: 3 clusters Score -1812572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1812574.250000 Penalty: 3053.318359
	Iteration 47Q: 3 clusters Score -1812574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1812573.500000 Penalty: 3053.318359
	Iteration 48Q: 3 clusters Score -1812574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1812574.375000 Penalty: 3053.318359
	Iteration 49Q: 3 clusters Score -1812574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1812574.375000 Penalty: 3053.318359
	Iteration 50F: 3 clusters Score -1812574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -79864.070312 Penalty: 1040.849609
	Iteration 0F: 2 clusters Score -79864.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -78730.562500 Penalty: 2081.699219
	Iteration 0F: 3 clusters Score -78730.56 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78952.875000 Penalty: 2081.699219
	Iteration 1F: 3 clusters Score -78952.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -79065.007812 Penalty: 2081.699219
	Iteration 2F: 3 clusters Score -79065.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -79144.335938 Penalty: 2081.699219
	Iteration 3F: 3 clusters Score -79144.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79202.820312 Penalty: 2081.699219
	Iteration 4Q: 3 clusters Score -79202.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79240.062500 Penalty: 2081.699219
	Iteration 5Q: 3 clusters Score -79240.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -79280.398438 Penalty: 2081.699219
	Iteration 6Q: 3 clusters Score -79280.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -79324.460938 Penalty: 2081.699219
	Iteration 7Q: 3 clusters Score -79324.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -79342.921875 Penalty: 2081.699219
	Iteration 8Q: 3 clusters Score -79342.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79356.710938 Penalty: 2081.699219
	Iteration 9Q: 3 clusters Score -79356.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -79378.265625 Penalty: 2081.699219
	Iteration 10Q: 3 clusters Score -79378.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -79399.875000 Penalty: 2081.699219
	Iteration 11Q: 3 clusters Score -79399.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -79418.015625 Penalty: 2081.699219
	Iteration 12Q: 3 clusters Score -79418.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79432.203125 Penalty: 2081.699219
	Iteration 13Q: 3 clusters Score -79432.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -79449.515625 Penalty: 2081.699219
	Iteration 14Q: 3 clusters Score -79449.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79460.656250 Penalty: 2081.699219
	Iteration 15Q: 3 clusters Score -79460.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -79467.828125 Penalty: 2081.699219
	Iteration 16Q: 3 clusters Score -79467.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79470.054688 Penalty: 2081.699219
	Iteration 17Q: 3 clusters Score -79470.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -79473.375000 Penalty: 2081.699219
	Iteration 18Q: 3 clusters Score -79473.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79478.375000 Penalty: 2081.699219
	Iteration 19Q: 3 clusters Score -79478.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79481.375000 Penalty: 2081.699219
	Iteration 20F: 3 clusters Score -79481.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (31406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Entering Unmasked Estep 
Score: -4772721.500000 Penalty: 1682.647583
	Iteration 0F: 2 clusters Score -4772722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -4754055.000000 Penalty: 3365.295166
	Iteration 0F: 3 clusters Score -4754055 nChanged 14612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -4762552.500000 Penalty: 3365.295166
	Iteration 1F: 3 clusters Score -4762552 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -4763197.500000 Penalty: 3365.295166
	Iteration 2F: 3 clusters Score -4763198 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -4763836.000000 Penalty: 3365.295166
	Iteration 3F: 3 clusters Score -4763836 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -4764424.000000 Penalty: 3365.295166
	Iteration 4Q: 3 clusters Score -4764424 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -4765075.000000 Penalty: 3365.295166
	Iteration 5Q: 3 clusters Score -4765075 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -4765732.500000 Penalty: 3365.295166
	Iteration 6Q: 3 clusters Score -4765732 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -4766440.500000 Penalty: 3365.295166
	Iteration 7Q: 3 clusters Score -4766440 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -4767149.000000 Penalty: 3365.295166
	Iteration 8Q: 3 clusters Score -4767149 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -4767828.000000 Penalty: 3365.295166
	Iteration 9Q: 3 clusters Score -4767828 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -4768414.500000 Penalty: 3365.295166
	Iteration 10Q: 3 clusters Score -4768414 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -4768894.500000 Penalty: 3365.295166
	Iteration 11Q: 3 clusters Score -4768894 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -4769244.500000 Penalty: 3365.295166
	Iteration 12Q: 3 clusters Score -4769244 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -4769523.000000 Penalty: 3365.295166
	Iteration 13Q: 3 clusters Score -4769523 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -4769707.000000 Penalty: 3365.295166
	Iteration 14Q: 3 clusters Score -4769707 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -4769872.000000 Penalty: 3365.295166
	Iteration 15Q: 3 clusters Score -4769872 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -4770042.000000 Penalty: 3365.295166
	Iteration 16Q: 3 clusters Score -4770042 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -4770195.000000 Penalty: 3365.295166
	Iteration 17Q: 3 clusters Score -4770195 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -4770361.000000 Penalty: 3365.295166
	Iteration 18Q: 3 clusters Score -4770361 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -4770479.000000 Penalty: 3365.295166
	Iteration 19Q: 3 clusters Score -4770479 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -4770644.000000 Penalty: 3365.295166
	Iteration 20F: 3 clusters Score -4770644 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -4770792.000000 Penalty: 3365.295166
	Iteration 21Q: 3 clusters Score -4770792 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -4770857.500000 Penalty: 3365.295166
	Iteration 22Q: 3 clusters Score -4770858 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -4770933.000000 Penalty: 3365.295166
	Iteration 23Q: 3 clusters Score -4770933 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -4771002.000000 Penalty: 3365.295166
	Iteration 24Q: 3 clusters Score -4771002 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -4771100.500000 Penalty: 3365.295166
	Iteration 25Q: 3 clusters Score -4771100 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -4771171.500000 Penalty: 3365.295166
	Iteration 26Q: 3 clusters Score -4771172 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -4771202.000000 Penalty: 3365.295166
	Iteration 27Q: 3 clusters Score -4771202 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -4771255.500000 Penalty: 3365.295166
	Iteration 28Q: 3 clusters Score -4771256 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4771278.500000 Penalty: 3365.295166
	Iteration 29Q: 3 clusters Score -4771278 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -4771297.500000 Penalty: 3365.295166
	Iteration 30Q: 3 clusters Score -4771298 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -4771299.500000 Penalty: 3365.295166
	Iteration 31Q: 3 clusters Score -4771300 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -4771309.500000 Penalty: 3365.295166
	Iteration 32Q: 3 clusters Score -4771310 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -4771305.500000 Penalty: 3365.295166
	Iteration 33Q: 3 clusters Score -4771306 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4771314.000000 Penalty: 3365.295166
	Iteration 34Q: 3 clusters Score -4771314 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -4771323.000000 Penalty: 3365.295166
	Iteration 35Q: 3 clusters Score -4771323 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -4771343.500000 Penalty: 3365.295166
	Iteration 36Q: 3 clusters Score -4771344 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -4771326.000000 Penalty: 3365.295166
	Iteration 37Q: 3 clusters Score -4771326 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -4771335.500000 Penalty: 3365.295166
	Iteration 38Q: 3 clusters Score -4771336 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -4771342.500000 Penalty: 3365.295166
	Iteration 39Q: 3 clusters Score -4771342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -4771355.500000 Penalty: 3365.295166
	Iteration 40F: 3 clusters Score -4771356 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -4771362.500000 Penalty: 3365.295166
	Iteration 41Q: 3 clusters Score -4771362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -4771355.000000 Penalty: 3365.295166
	Iteration 42Q: 3 clusters Score -4771355 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -4771359.500000 Penalty: 3365.295166
	Iteration 43Q: 3 clusters Score -4771360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -4771372.000000 Penalty: 3365.295166
	Iteration 44Q: 3 clusters Score -4771372 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -4771374.500000 Penalty: 3365.295166
	Iteration 45Q: 3 clusters Score -4771374 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -4771361.000000 Penalty: 3365.295166
	Iteration 46Q: 3 clusters Score -4771361 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -4771366.000000 Penalty: 3365.295166
	Iteration 47Q: 3 clusters Score -4771366 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -4771354.000000 Penalty: 3365.295166
	Iteration 48Q: 3 clusters Score -4771354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -4771346.000000 Penalty: 3365.295166
	Iteration 49Q: 3 clusters Score -4771346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -4771352.000000 Penalty: 3365.295166
	Iteration 50Q: 3 clusters Score -4771352 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -4771355.000000 Penalty: 3365.295166
	Iteration 51Q: 3 clusters Score -4771355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -4771346.500000 Penalty: 3365.295166
	Iteration 52Q: 3 clusters Score -4771346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -4771363.500000 Penalty: 3365.295166
	Iteration 53Q: 3 clusters Score -4771364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4771358.500000 Penalty: 3365.295166
	Iteration 54Q: 3 clusters Score -4771358 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -4771359.000000 Penalty: 3365.295166
	Iteration 55Q: 3 clusters Score -4771359 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -4771375.500000 Penalty: 3365.295166
	Iteration 56Q: 3 clusters Score -4771376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -4771368.500000 Penalty: 3365.295166
	Iteration 57Q: 3 clusters Score -4771368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -4771371.000000 Penalty: 3365.295166
	Iteration 58Q: 3 clusters Score -4771371 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -4771378.000000 Penalty: 3365.295166
	Iteration 59Q: 3 clusters Score -4771378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -4771376.500000 Penalty: 3365.295166
	Iteration 60F: 3 clusters Score -4771376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -4771377.500000 Penalty: 3365.295166
	Iteration 61Q: 3 clusters Score -4771378 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -4771386.000000 Penalty: 3365.295166
	Iteration 62Q: 3 clusters Score -4771386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -4771380.000000 Penalty: 3365.295166
	Iteration 63Q: 3 clusters Score -4771380 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -4771370.000000 Penalty: 3365.295166
	Iteration 64Q: 3 clusters Score -4771370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -4771374.000000 Penalty: 3365.295166
	Iteration 65Q: 3 clusters Score -4771374 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -4771385.500000 Penalty: 3365.295166
	Iteration 66Q: 3 clusters Score -4771386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -4771383.000000 Penalty: 3365.295166
	Iteration 67Q: 3 clusters Score -4771383 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -4771376.500000 Penalty: 3365.295166
	Iteration 68Q: 3 clusters Score -4771376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -4771397.500000 Penalty: 3365.295166
	Iteration 69Q: 3 clusters Score -4771398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -4771392.000000 Penalty: 3365.295166
	Iteration 70Q: 3 clusters Score -4771392 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -4771398.500000 Penalty: 3365.295166
	Iteration 71Q: 3 clusters Score -4771398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -4771398.000000 Penalty: 3365.295166
	Iteration 72Q: 3 clusters Score -4771398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -4771401.000000 Penalty: 3365.295166
	Iteration 73Q: 3 clusters Score -4771401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -4771397.000000 Penalty: 3365.295166
	Iteration 74Q: 3 clusters Score -4771397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -4771385.000000 Penalty: 3365.295166
	Iteration 75Q: 3 clusters Score -4771385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -4771391.500000 Penalty: 3365.295166
	Iteration 76Q: 3 clusters Score -4771392 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -4771393.500000 Penalty: 3365.295166
	Iteration 77Q: 3 clusters Score -4771394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -4771402.000000 Penalty: 3365.295166
	Iteration 78Q: 3 clusters Score -4771402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -4771387.500000 Penalty: 3365.295166
	Iteration 79Q: 3 clusters Score -4771388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -4771384.000000 Penalty: 3365.295166
	Iteration 80F: 3 clusters Score -4771384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -4771390.000000 Penalty: 3365.295166
	Iteration 81Q: 3 clusters Score -4771390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -4771386.000000 Penalty: 3365.295166
	Iteration 82Q: 3 clusters Score -4771386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -4771382.000000 Penalty: 3365.295166
	Iteration 83Q: 3 clusters Score -4771382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -4771385.000000 Penalty: 3365.295166
	Iteration 84Q: 3 clusters Score -4771385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -4771383.500000 Penalty: 3365.295166
	Iteration 85Q: 3 clusters Score -4771384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -4771379.000000 Penalty: 3365.295166
	Iteration 86Q: 3 clusters Score -4771379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -4771377.500000 Penalty: 3365.295166
	Iteration 87Q: 3 clusters Score -4771378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -4771378.000000 Penalty: 3365.295166
	Iteration 88Q: 3 clusters Score -4771378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -4771386.000000 Penalty: 3365.295166
	Iteration 89Q: 3 clusters Score -4771386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -4771387.500000 Penalty: 3365.295166
	Iteration 90Q: 3 clusters Score -4771388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -4771380.000000 Penalty: 3365.295166
	Iteration 91Q: 3 clusters Score -4771380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -4771389.000000 Penalty: 3365.295166
	Iteration 92Q: 3 clusters Score -4771389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -4771394.500000 Penalty: 3365.295166
	Iteration 93Q: 3 clusters Score -4771394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -4771390.500000 Penalty: 3365.295166
	Iteration 94Q: 3 clusters Score -4771390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -4771386.500000 Penalty: 3365.295166
	Iteration 95Q: 3 clusters Score -4771386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -4771384.500000 Penalty: 3365.295166
	Iteration 96Q: 3 clusters Score -4771384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -4771384.500000 Penalty: 3365.295166
	Iteration 97Q: 3 clusters Score -4771384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -4771388.500000 Penalty: 3365.295166
	Iteration 98Q: 3 clusters Score -4771388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -4771387.500000 Penalty: 3365.295166
	Iteration 99Q: 3 clusters Score -4771388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -4771384.500000 Penalty: 3365.295166
	Iteration 100F: 3 clusters Score -4771384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -4771380.500000 Penalty: 3365.295166
	Iteration 101Q: 3 clusters Score -4771380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -4771381.500000 Penalty: 3365.295166
	Iteration 102Q: 3 clusters Score -4771382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -4771385.000000 Penalty: 3365.295166
	Iteration 103Q: 3 clusters Score -4771385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -4771378.500000 Penalty: 3365.295166
	Iteration 104Q: 3 clusters Score -4771378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -4771378.500000 Penalty: 3365.295166
	Iteration 105F: 3 clusters Score -4771378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -181512.406250 Penalty: 1185.777344
	Iteration 0F: 2 clusters Score -181512.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -179737.500000 Penalty: 2371.554688
	Iteration 0F: 3 clusters Score -179737.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -180190.062500 Penalty: 2371.554688
	Iteration 1F: 3 clusters Score -180190.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -180337.703125 Penalty: 2371.554688
	Iteration 2F: 3 clusters Score -180337.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -180424.390625 Penalty: 2371.554688
	Iteration 3F: 3 clusters Score -180424.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -180479.562500 Penalty: 2371.554688
	Iteration 4Q: 3 clusters Score -180479.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -180528.625000 Penalty: 2371.554688
	Iteration 5Q: 3 clusters Score -180528.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -180565.000000 Penalty: 2371.554688
	Iteration 6Q: 3 clusters Score -180565 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -180612.562500 Penalty: 2371.554688
	Iteration 7Q: 3 clusters Score -180612.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -180669.875000 Penalty: 2371.554688
	Iteration 8Q: 3 clusters Score -180669.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -180711.281250 Penalty: 2371.554688
	Iteration 9Q: 3 clusters Score -180711.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -180747.046875 Penalty: 2371.554688
	Iteration 10Q: 3 clusters Score -180747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -180789.281250 Penalty: 2371.554688
	Iteration 11Q: 3 clusters Score -180789.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -180813.625000 Penalty: 2371.554688
	Iteration 12Q: 3 clusters Score -180813.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -180828.593750 Penalty: 2371.554688
	Iteration 13Q: 3 clusters Score -180828.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -180835.906250 Penalty: 2371.554688
	Iteration 14Q: 3 clusters Score -180835.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -180836.406250 Penalty: 2371.554688
	Iteration 15Q: 3 clusters Score -180836.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -180837.031250 Penalty: 2371.554688
	Iteration 16Q: 3 clusters Score -180837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -180837.218750 Penalty: 2371.554688
	Iteration 17Q: 3 clusters Score -180837.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -180837.218750 Penalty: 2371.554688
	Iteration 18F: 3 clusters Score -180837.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -20106.158203 Penalty: 854.343018
	Iteration 0F: 2 clusters Score -20106.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19483.173828 Penalty: 1708.686035
	Iteration 0F: 3 clusters Score -19483.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -19622.808594 Penalty: 1708.686035
	Iteration 1F: 3 clusters Score -19622.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -19669.158203 Penalty: 1708.686035
	Iteration 2Q: 3 clusters Score -19669.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -19699.464844 Penalty: 1708.686035
	Iteration 3Q: 3 clusters Score -19699.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -19716.232422 Penalty: 1708.686035
	Iteration 4Q: 3 clusters Score -19716.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -19722.523438 Penalty: 1708.686035
	Iteration 5Q: 3 clusters Score -19722.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -19725.310547 Penalty: 1708.686035
	Iteration 6Q: 3 clusters Score -19725.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -19727.919922 Penalty: 1708.686035
	Iteration 7Q: 3 clusters Score -19727.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -19727.919922 Penalty: 1708.686035
	Iteration 8F: 3 clusters Score -19727.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Entering Unmasked Estep 
Score: -458259.281250 Penalty: 1323.510376
	Iteration 0F: 2 clusters Score -458259.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -455295.000000 Penalty: 2647.020752
	Iteration 0F: 3 clusters Score -455295 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -456119.781250 Penalty: 2647.020752
	Iteration 1F: 3 clusters Score -456119.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -456305.312500 Penalty: 2647.020752
	Iteration 2F: 3 clusters Score -456305.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -456445.656250 Penalty: 2647.020752
	Iteration 3F: 3 clusters Score -456445.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -456572.031250 Penalty: 2647.020752
	Iteration 4Q: 3 clusters Score -456572 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -456748.125000 Penalty: 2647.020752
	Iteration 5F: 3 clusters Score -456748.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -456996.656250 Penalty: 2647.020752
	Iteration 6F: 3 clusters Score -456996.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -457245.468750 Penalty: 2647.020752
	Iteration 7F: 3 clusters Score -457245.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -457403.218750 Penalty: 2647.020752
	Iteration 8F: 3 clusters Score -457403.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -457497.812500 Penalty: 2647.020752
	Iteration 9Q: 3 clusters Score -457497.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -457560.625000 Penalty: 2647.020752
	Iteration 10Q: 3 clusters Score -457560.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -457600.125000 Penalty: 2647.020752
	Iteration 11Q: 3 clusters Score -457600.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -457625.437500 Penalty: 2647.020752
	Iteration 12Q: 3 clusters Score -457625.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -457648.031250 Penalty: 2647.020752
	Iteration 13Q: 3 clusters Score -457648 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -457670.406250 Penalty: 2647.020752
	Iteration 14Q: 3 clusters Score -457670.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -457684.031250 Penalty: 2647.020752
	Iteration 15Q: 3 clusters Score -457684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -457689.437500 Penalty: 2647.020752
	Iteration 16Q: 3 clusters Score -457689.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -457693.875000 Penalty: 2647.020752
	Iteration 17Q: 3 clusters Score -457693.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -457697.656250 Penalty: 2647.020752
	Iteration 18Q: 3 clusters Score -457697.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -457701.718750 Penalty: 2647.020752
	Iteration 19Q: 3 clusters Score -457701.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -457702.531250 Penalty: 2647.020752
	Iteration 20F: 3 clusters Score -457702.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -457705.187500 Penalty: 2647.020752
	Iteration 21Q: 3 clusters Score -457705.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -457706.781250 Penalty: 2647.020752
	Iteration 22Q: 3 clusters Score -457706.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -457706.656250 Penalty: 2647.020752
	Iteration 23Q: 3 clusters Score -457706.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -457707.593750 Penalty: 2647.020752
	Iteration 24Q: 3 clusters Score -457707.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -457708.937500 Penalty: 2647.020752
	Iteration 25Q: 3 clusters Score -457708.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -457709.812500 Penalty: 2647.020752
	Iteration 26Q: 3 clusters Score -457709.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -457710.718750 Penalty: 2647.020752
	Iteration 27Q: 3 clusters Score -457710.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -457712.062500 Penalty: 2647.020752
	Iteration 28Q: 3 clusters Score -457712.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -457712.156250 Penalty: 2647.020752
	Iteration 29Q: 3 clusters Score -457712.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -457712.156250 Penalty: 2647.020752
	Iteration 30F: 3 clusters Score -457712.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Entering Unmasked Estep 
Score: -487555.531250 Penalty: 1324.685303
	Iteration 0F: 2 clusters Score -487555.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -484559.468750 Penalty: 2649.370605
	Iteration 0F: 3 clusters Score -484559.5 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -485397.656250 Penalty: 2649.370605
	Iteration 1F: 3 clusters Score -485397.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -485633.562500 Penalty: 2649.370605
	Iteration 2F: 3 clusters Score -485633.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -485841.000000 Penalty: 2649.370605
	Iteration 3F: 3 clusters Score -485841 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -486037.375000 Penalty: 2649.370605
	Iteration 4F: 3 clusters Score -486037.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -486226.593750 Penalty: 2649.370605
	Iteration 5F: 3 clusters Score -486226.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -486391.156250 Penalty: 2649.370605
	Iteration 6F: 3 clusters Score -486391.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -486495.531250 Penalty: 2649.370605
	Iteration 7Q: 3 clusters Score -486495.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -486552.875000 Penalty: 2649.370605
	Iteration 8Q: 3 clusters Score -486552.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -486591.406250 Penalty: 2649.370605
	Iteration 9Q: 3 clusters Score -486591.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -486612.125000 Penalty: 2649.370605
	Iteration 10Q: 3 clusters Score -486612.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -486628.187500 Penalty: 2649.370605
	Iteration 11Q: 3 clusters Score -486628.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -486640.156250 Penalty: 2649.370605
	Iteration 12Q: 3 clusters Score -486640.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -486651.562500 Penalty: 2649.370605
	Iteration 13Q: 3 clusters Score -486651.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -486664.156250 Penalty: 2649.370605
	Iteration 14Q: 3 clusters Score -486664.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -486674.312500 Penalty: 2649.370605
	Iteration 15Q: 3 clusters Score -486674.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -486681.125000 Penalty: 2649.370605
	Iteration 16Q: 3 clusters Score -486681.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -486685.312500 Penalty: 2649.370605
	Iteration 17Q: 3 clusters Score -486685.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -486690.531250 Penalty: 2649.370605
	Iteration 18Q: 3 clusters Score -486690.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -486694.968750 Penalty: 2649.370605
	Iteration 19Q: 3 clusters Score -486695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -486698.500000 Penalty: 2649.370605
	Iteration 20F: 3 clusters Score -486698.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -486703.625000 Penalty: 2649.370605
	Iteration 21Q: 3 clusters Score -486703.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -486707.937500 Penalty: 2649.370605
	Iteration 22Q: 3 clusters Score -486707.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -486712.531250 Penalty: 2649.370605
	Iteration 23Q: 3 clusters Score -486712.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -486716.406250 Penalty: 2649.370605
	Iteration 24Q: 3 clusters Score -486716.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -486721.250000 Penalty: 2649.370605
	Iteration 25Q: 3 clusters Score -486721.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -486725.093750 Penalty: 2649.370605
	Iteration 26Q: 3 clusters Score -486725.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -486728.281250 Penalty: 2649.370605
	Iteration 27Q: 3 clusters Score -486728.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -486731.312500 Penalty: 2649.370605
	Iteration 28Q: 3 clusters Score -486731.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -486733.656250 Penalty: 2649.370605
	Iteration 29Q: 3 clusters Score -486733.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -486734.156250 Penalty: 2649.370605
	Iteration 30Q: 3 clusters Score -486734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -486734.625000 Penalty: 2649.370605
	Iteration 31Q: 3 clusters Score -486734.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -486734.437500 Penalty: 2649.370605
	Iteration 32Q: 3 clusters Score -486734.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -486735.406250 Penalty: 2649.370605
	Iteration 33Q: 3 clusters Score -486735.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -486735.406250 Penalty: 2649.370605
	Iteration 34F: 3 clusters Score -486735.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (24781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Entering Unmasked Estep 
Score: -3788545.250000 Penalty: 1644.147705
	Iteration 0F: 2 clusters Score -3788545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3773580.750000 Penalty: 3288.295410
	Iteration 0F: 3 clusters Score -3773581 nChanged 11380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -3779889.750000 Penalty: 3288.295410
	Iteration 1F: 3 clusters Score -3779890 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -3780346.000000 Penalty: 3288.295410
	Iteration 2Q: 3 clusters Score -3780346 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3780853.250000 Penalty: 3288.295410
	Iteration 3Q: 3 clusters Score -3780853 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -3781356.500000 Penalty: 3288.295410
	Iteration 4Q: 3 clusters Score -3781356 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3781990.250000 Penalty: 3288.295410
	Iteration 5Q: 3 clusters Score -3781990 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3782674.000000 Penalty: 3288.295410
	Iteration 6F: 3 clusters Score -3782674 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -3783541.500000 Penalty: 3288.295410
	Iteration 7F: 3 clusters Score -3783542 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -3784401.500000 Penalty: 3288.295410
	Iteration 8F: 3 clusters Score -3784402 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -3785230.500000 Penalty: 3288.295410
	Iteration 9F: 3 clusters Score -3785230 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -3785886.500000 Penalty: 3288.295410
	Iteration 10Q: 3 clusters Score -3785886 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -3786271.750000 Penalty: 3288.295410
	Iteration 11Q: 3 clusters Score -3786272 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -3786578.000000 Penalty: 3288.295410
	Iteration 12Q: 3 clusters Score -3786578 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -3786765.000000 Penalty: 3288.295410
	Iteration 13Q: 3 clusters Score -3786765 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -3786919.500000 Penalty: 3288.295410
	Iteration 14Q: 3 clusters Score -3786920 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -3786996.000000 Penalty: 3288.295410
	Iteration 15Q: 3 clusters Score -3786996 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3787084.250000 Penalty: 3288.295410
	Iteration 16Q: 3 clusters Score -3787084 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3787131.750000 Penalty: 3288.295410
	Iteration 17Q: 3 clusters Score -3787132 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3787163.750000 Penalty: 3288.295410
	Iteration 18Q: 3 clusters Score -3787164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -3787181.000000 Penalty: 3288.295410
	Iteration 19Q: 3 clusters Score -3787181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -3787183.500000 Penalty: 3288.295410
	Iteration 20F: 3 clusters Score -3787184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -3787199.250000 Penalty: 3288.295410
	Iteration 21Q: 3 clusters Score -3787199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -3787209.250000 Penalty: 3288.295410
	Iteration 22Q: 3 clusters Score -3787209 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3787215.000000 Penalty: 3288.295410
	Iteration 23Q: 3 clusters Score -3787215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -3787230.000000 Penalty: 3288.295410
	Iteration 24Q: 3 clusters Score -3787230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3787238.500000 Penalty: 3288.295410
	Iteration 25Q: 3 clusters Score -3787238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -3787235.750000 Penalty: 3288.295410
	Iteration 26Q: 3 clusters Score -3787236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -3787244.000000 Penalty: 3288.295410
	Iteration 27Q: 3 clusters Score -3787244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -3787251.750000 Penalty: 3288.295410
	Iteration 28Q: 3 clusters Score -3787252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -3787259.000000 Penalty: 3288.295410
	Iteration 29Q: 3 clusters Score -3787259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -3787267.500000 Penalty: 3288.295410
	Iteration 30Q: 3 clusters Score -3787268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -3787277.250000 Penalty: 3288.295410
	Iteration 31Q: 3 clusters Score -3787277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3787282.750000 Penalty: 3288.295410
	Iteration 32Q: 3 clusters Score -3787283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -3787281.250000 Penalty: 3288.295410
	Iteration 33Q: 3 clusters Score -3787281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -3787280.000000 Penalty: 3288.295410
	Iteration 34Q: 3 clusters Score -3787280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -3787280.000000 Penalty: 3288.295410
	Iteration 35F: 3 clusters Score -3787280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (16090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Entering Unmasked Estep 
Score: -2381872.500000 Penalty: 1573.967407
	Iteration 0F: 2 clusters Score -2381872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2370983.750000 Penalty: 3147.934814
	Iteration 0F: 3 clusters Score -2370984 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2374975.000000 Penalty: 3147.934814
	Iteration 1F: 3 clusters Score -2374975 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2375479.500000 Penalty: 3147.934814
	Iteration 2F: 3 clusters Score -2375480 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2375920.250000 Penalty: 3147.934814
	Iteration 3F: 3 clusters Score -2375920 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2376336.750000 Penalty: 3147.934814
	Iteration 4F: 3 clusters Score -2376337 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2376798.500000 Penalty: 3147.934814
	Iteration 5F: 3 clusters Score -2376798 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2377248.500000 Penalty: 3147.934814
	Iteration 6F: 3 clusters Score -2377248 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2377721.000000 Penalty: 3147.934814
	Iteration 7F: 3 clusters Score -2377721 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2378214.250000 Penalty: 3147.934814
	Iteration 8Q: 3 clusters Score -2378214 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2378680.750000 Penalty: 3147.934814
	Iteration 9Q: 3 clusters Score -2378681 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2379120.000000 Penalty: 3147.934814
	Iteration 10Q: 3 clusters Score -2379120 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2379438.500000 Penalty: 3147.934814
	Iteration 11Q: 3 clusters Score -2379438 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2379679.000000 Penalty: 3147.934814
	Iteration 12Q: 3 clusters Score -2379679 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2379854.750000 Penalty: 3147.934814
	Iteration 13Q: 3 clusters Score -2379855 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2380003.500000 Penalty: 3147.934814
	Iteration 14Q: 3 clusters Score -2380004 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2380122.000000 Penalty: 3147.934814
	Iteration 15Q: 3 clusters Score -2380122 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2380239.750000 Penalty: 3147.934814
	Iteration 16Q: 3 clusters Score -2380240 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2380360.250000 Penalty: 3147.934814
	Iteration 17Q: 3 clusters Score -2380360 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2380479.000000 Penalty: 3147.934814
	Iteration 18Q: 3 clusters Score -2380479 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2380554.750000 Penalty: 3147.934814
	Iteration 19Q: 3 clusters Score -2380555 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2380635.000000 Penalty: 3147.934814
	Iteration 20F: 3 clusters Score -2380635 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2380690.000000 Penalty: 3147.934814
	Iteration 21Q: 3 clusters Score -2380690 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2380720.000000 Penalty: 3147.934814
	Iteration 22Q: 3 clusters Score -2380720 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2380744.250000 Penalty: 3147.934814
	Iteration 23Q: 3 clusters Score -2380744 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2380760.750000 Penalty: 3147.934814
	Iteration 24Q: 3 clusters Score -2380761 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2380772.250000 Penalty: 3147.934814
	Iteration 25Q: 3 clusters Score -2380772 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2380784.000000 Penalty: 3147.934814
	Iteration 26Q: 3 clusters Score -2380784 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2380790.000000 Penalty: 3147.934814
	Iteration 27Q: 3 clusters Score -2380790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2380791.750000 Penalty: 3147.934814
	Iteration 28Q: 3 clusters Score -2380792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2380794.250000 Penalty: 3147.934814
	Iteration 29Q: 3 clusters Score -2380794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2380800.250000 Penalty: 3147.934814
	Iteration 30Q: 3 clusters Score -2380800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2380806.750000 Penalty: 3147.934814
	Iteration 31Q: 3 clusters Score -2380807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2380810.000000 Penalty: 3147.934814
	Iteration 32Q: 3 clusters Score -2380810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2380809.500000 Penalty: 3147.934814
	Iteration 33Q: 3 clusters Score -2380810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2380809.750000 Penalty: 3147.934814
	Iteration 34Q: 3 clusters Score -2380810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2380809.000000 Penalty: 3147.934814
	Iteration 35Q: 3 clusters Score -2380809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2380809.000000 Penalty: 3147.934814
	Iteration 36Q: 3 clusters Score -2380809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2380812.000000 Penalty: 3147.934814
	Iteration 37Q: 3 clusters Score -2380812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2380811.750000 Penalty: 3147.934814
	Iteration 38Q: 3 clusters Score -2380812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2380809.750000 Penalty: 3147.934814
	Iteration 39Q: 3 clusters Score -2380810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2380810.000000 Penalty: 3147.934814
	Iteration 40F: 3 clusters Score -2380810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2380810.250000 Penalty: 3147.934814
	Iteration 41Q: 3 clusters Score -2380810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2380807.000000 Penalty: 3147.934814
	Iteration 42Q: 3 clusters Score -2380807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2380809.500000 Penalty: 3147.934814
	Iteration 43Q: 3 clusters Score -2380810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2380807.500000 Penalty: 3147.934814
	Iteration 44Q: 3 clusters Score -2380808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2380804.500000 Penalty: 3147.934814
	Iteration 45Q: 3 clusters Score -2380804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2380804.000000 Penalty: 3147.934814
	Iteration 46Q: 3 clusters Score -2380804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2380804.500000 Penalty: 3147.934814
	Iteration 47Q: 3 clusters Score -2380804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2380803.000000 Penalty: 3147.934814
	Iteration 48Q: 3 clusters Score -2380803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2380810.000000 Penalty: 3147.934814
	Iteration 49Q: 3 clusters Score -2380810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2380812.000000 Penalty: 3147.934814
	Iteration 50Q: 3 clusters Score -2380812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2380812.750000 Penalty: 3147.934814
	Iteration 51Q: 3 clusters Score -2380813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2380812.250000 Penalty: 3147.934814
	Iteration 52Q: 3 clusters Score -2380812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2380810.750000 Penalty: 3147.934814
	Iteration 53Q: 3 clusters Score -2380811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2380807.500000 Penalty: 3147.934814
	Iteration 54Q: 3 clusters Score -2380808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2380808.750000 Penalty: 3147.934814
	Iteration 55Q: 3 clusters Score -2380809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2380805.500000 Penalty: 3147.934814
	Iteration 56Q: 3 clusters Score -2380806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2380809.500000 Penalty: 3147.934814
	Iteration 57Q: 3 clusters Score -2380810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2380809.750000 Penalty: 3147.934814
	Iteration 58Q: 3 clusters Score -2380810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2380808.750000 Penalty: 3147.934814
	Iteration 59Q: 3 clusters Score -2380809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2380810.250000 Penalty: 3147.934814
	Iteration 60F: 3 clusters Score -2380810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2380811.750000 Penalty: 3147.934814
	Iteration 61Q: 3 clusters Score -2380812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2380808.500000 Penalty: 3147.934814
	Iteration 62Q: 3 clusters Score -2380808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2380809.500000 Penalty: 3147.934814
	Iteration 63Q: 3 clusters Score -2380810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2380812.000000 Penalty: 3147.934814
	Iteration 64Q: 3 clusters Score -2380812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2380811.250000 Penalty: 3147.934814
	Iteration 65Q: 3 clusters Score -2380811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2380811.750000 Penalty: 3147.934814
	Iteration 66Q: 3 clusters Score -2380812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2380811.500000 Penalty: 3147.934814
	Iteration 67Q: 3 clusters Score -2380812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2380815.250000 Penalty: 3147.934814
	Iteration 68Q: 3 clusters Score -2380815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2380810.500000 Penalty: 3147.934814
	Iteration 69Q: 3 clusters Score -2380810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2380810.500000 Penalty: 3147.934814
	Iteration 70F: 3 clusters Score -2380810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Entering Unmasked Estep 
Score: -2034569.250000 Penalty: 1544.457275
	Iteration 0F: 2 clusters Score -2034569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2025472.375000 Penalty: 3088.914551
	Iteration 0F: 3 clusters Score -2025472 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2028764.250000 Penalty: 3088.914551
	Iteration 1F: 3 clusters Score -2028764 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2029093.625000 Penalty: 3088.914551
	Iteration 2F: 3 clusters Score -2029094 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2029417.625000 Penalty: 3088.914551
	Iteration 3F: 3 clusters Score -2029418 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2029784.000000 Penalty: 3088.914551
	Iteration 4F: 3 clusters Score -2029784 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2030224.250000 Penalty: 3088.914551
	Iteration 5F: 3 clusters Score -2030224 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2030760.250000 Penalty: 3088.914551
	Iteration 6F: 3 clusters Score -2030760 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2031285.750000 Penalty: 3088.914551
	Iteration 7F: 3 clusters Score -2031286 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2031761.625000 Penalty: 3088.914551
	Iteration 8F: 3 clusters Score -2031762 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2032187.875000 Penalty: 3088.914551
	Iteration 9Q: 3 clusters Score -2032188 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2032528.625000 Penalty: 3088.914551
	Iteration 10Q: 3 clusters Score -2032529 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2032748.875000 Penalty: 3088.914551
	Iteration 11Q: 3 clusters Score -2032749 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2032894.625000 Penalty: 3088.914551
	Iteration 12Q: 3 clusters Score -2032895 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2032998.250000 Penalty: 3088.914551
	Iteration 13Q: 3 clusters Score -2032998 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2033075.500000 Penalty: 3088.914551
	Iteration 14Q: 3 clusters Score -2033076 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2033123.500000 Penalty: 3088.914551
	Iteration 15Q: 3 clusters Score -2033124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2033147.250000 Penalty: 3088.914551
	Iteration 16Q: 3 clusters Score -2033147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2033168.625000 Penalty: 3088.914551
	Iteration 17Q: 3 clusters Score -2033169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2033186.000000 Penalty: 3088.914551
	Iteration 18Q: 3 clusters Score -2033186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2033197.625000 Penalty: 3088.914551
	Iteration 19Q: 3 clusters Score -2033198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2033214.000000 Penalty: 3088.914551
	Iteration 20F: 3 clusters Score -2033214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2033224.750000 Penalty: 3088.914551
	Iteration 21Q: 3 clusters Score -2033225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2033235.750000 Penalty: 3088.914551
	Iteration 22Q: 3 clusters Score -2033236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2033239.250000 Penalty: 3088.914551
	Iteration 23Q: 3 clusters Score -2033239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2033242.750000 Penalty: 3088.914551
	Iteration 24Q: 3 clusters Score -2033243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2033241.125000 Penalty: 3088.914551
	Iteration 25Q: 3 clusters Score -2033241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2033244.375000 Penalty: 3088.914551
	Iteration 26Q: 3 clusters Score -2033244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2033245.125000 Penalty: 3088.914551
	Iteration 27Q: 3 clusters Score -2033245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2033247.375000 Penalty: 3088.914551
	Iteration 28Q: 3 clusters Score -2033247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2033253.375000 Penalty: 3088.914551
	Iteration 29Q: 3 clusters Score -2033253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2033253.500000 Penalty: 3088.914551
	Iteration 30Q: 3 clusters Score -2033254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2033252.500000 Penalty: 3088.914551
	Iteration 31Q: 3 clusters Score -2033252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2033257.750000 Penalty: 3088.914551
	Iteration 32Q: 3 clusters Score -2033258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2033257.750000 Penalty: 3088.914551
	Iteration 33F: 3 clusters Score -2033258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Entering Unmasked Estep 
Score: -607567.812500 Penalty: 1347.416992
	Iteration 0F: 2 clusters Score -607567.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -604211.500000 Penalty: 2694.833984
	Iteration 0F: 3 clusters Score -604211.5 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -605099.625000 Penalty: 2694.833984
	Iteration 1F: 3 clusters Score -605099.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -605284.125000 Penalty: 2694.833984
	Iteration 2F: 3 clusters Score -605284.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -605401.375000 Penalty: 2694.833984
	Iteration 3F: 3 clusters Score -605401.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -605487.000000 Penalty: 2694.833984
	Iteration 4Q: 3 clusters Score -605487 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -605554.750000 Penalty: 2694.833984
	Iteration 5Q: 3 clusters Score -605554.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -605611.375000 Penalty: 2694.833984
	Iteration 6Q: 3 clusters Score -605611.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -605652.687500 Penalty: 2694.833984
	Iteration 7Q: 3 clusters Score -605652.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -605686.250000 Penalty: 2694.833984
	Iteration 8Q: 3 clusters Score -605686.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -605720.250000 Penalty: 2694.833984
	Iteration 9Q: 3 clusters Score -605720.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -605756.375000 Penalty: 2694.833984
	Iteration 10Q: 3 clusters Score -605756.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -605773.500000 Penalty: 2694.833984
	Iteration 11Q: 3 clusters Score -605773.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -605786.750000 Penalty: 2694.833984
	Iteration 12Q: 3 clusters Score -605786.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -605805.875000 Penalty: 2694.833984
	Iteration 13Q: 3 clusters Score -605805.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -605824.687500 Penalty: 2694.833984
	Iteration 14Q: 3 clusters Score -605824.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -605839.312500 Penalty: 2694.833984
	Iteration 15Q: 3 clusters Score -605839.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -605851.187500 Penalty: 2694.833984
	Iteration 16Q: 3 clusters Score -605851.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -605863.750000 Penalty: 2694.833984
	Iteration 17Q: 3 clusters Score -605863.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -605874.000000 Penalty: 2694.833984
	Iteration 18Q: 3 clusters Score -605874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -605883.562500 Penalty: 2694.833984
	Iteration 19Q: 3 clusters Score -605883.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -605897.250000 Penalty: 2694.833984
	Iteration 20F: 3 clusters Score -605897.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -605910.875000 Penalty: 2694.833984
	Iteration 21Q: 3 clusters Score -605910.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -605925.562500 Penalty: 2694.833984
	Iteration 22Q: 3 clusters Score -605925.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -605938.125000 Penalty: 2694.833984
	Iteration 23Q: 3 clusters Score -605938.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -605949.375000 Penalty: 2694.833984
	Iteration 24Q: 3 clusters Score -605949.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -605960.125000 Penalty: 2694.833984
	Iteration 25Q: 3 clusters Score -605960.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -605966.750000 Penalty: 2694.833984
	Iteration 26Q: 3 clusters Score -605966.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -605974.687500 Penalty: 2694.833984
	Iteration 27Q: 3 clusters Score -605974.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -605978.812500 Penalty: 2694.833984
	Iteration 28Q: 3 clusters Score -605978.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -605984.562500 Penalty: 2694.833984
	Iteration 29Q: 3 clusters Score -605984.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -605990.875000 Penalty: 2694.833984
	Iteration 30Q: 3 clusters Score -605990.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -605997.875000 Penalty: 2694.833984
	Iteration 31Q: 3 clusters Score -605997.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -606007.562500 Penalty: 2694.833984
	Iteration 32Q: 3 clusters Score -606007.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -606020.250000 Penalty: 2694.833984
	Iteration 33Q: 3 clusters Score -606020.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -606033.437500 Penalty: 2694.833984
	Iteration 34Q: 3 clusters Score -606033.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -606050.437500 Penalty: 2694.833984
	Iteration 35Q: 3 clusters Score -606050.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -606068.000000 Penalty: 2694.833984
	Iteration 36Q: 3 clusters Score -606068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -606084.062500 Penalty: 2694.833984
	Iteration 37Q: 3 clusters Score -606084.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -606101.375000 Penalty: 2694.833984
	Iteration 38Q: 3 clusters Score -606101.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -606118.687500 Penalty: 2694.833984
	Iteration 39Q: 3 clusters Score -606118.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -606131.812500 Penalty: 2694.833984
	Iteration 40F: 3 clusters Score -606131.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -606155.187500 Penalty: 2694.833984
	Iteration 41Q: 3 clusters Score -606155.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -606174.250000 Penalty: 2694.833984
	Iteration 42Q: 3 clusters Score -606174.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -606189.687500 Penalty: 2694.833984
	Iteration 43Q: 3 clusters Score -606189.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -606200.187500 Penalty: 2694.833984
	Iteration 44Q: 3 clusters Score -606200.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -606212.250000 Penalty: 2694.833984
	Iteration 45Q: 3 clusters Score -606212.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -606226.562500 Penalty: 2694.833984
	Iteration 46Q: 3 clusters Score -606226.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -606234.000000 Penalty: 2694.833984
	Iteration 47Q: 3 clusters Score -606234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -606248.625000 Penalty: 2694.833984
	Iteration 48Q: 3 clusters Score -606248.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -606258.125000 Penalty: 2694.833984
	Iteration 49Q: 3 clusters Score -606258.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -606264.937500 Penalty: 2694.833984
	Iteration 50Q: 3 clusters Score -606264.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -606271.250000 Penalty: 2694.833984
	Iteration 51Q: 3 clusters Score -606271.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -606277.437500 Penalty: 2694.833984
	Iteration 52Q: 3 clusters Score -606277.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -606281.750000 Penalty: 2694.833984
	Iteration 53Q: 3 clusters Score -606281.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -606289.312500 Penalty: 2694.833984
	Iteration 54Q: 3 clusters Score -606289.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -606296.437500 Penalty: 2694.833984
	Iteration 55Q: 3 clusters Score -606296.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -606301.937500 Penalty: 2694.833984
	Iteration 56Q: 3 clusters Score -606301.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -606311.687500 Penalty: 2694.833984
	Iteration 57Q: 3 clusters Score -606311.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -606317.750000 Penalty: 2694.833984
	Iteration 58Q: 3 clusters Score -606317.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -606324.437500 Penalty: 2694.833984
	Iteration 59Q: 3 clusters Score -606324.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -606326.312500 Penalty: 2694.833984
	Iteration 60F: 3 clusters Score -606326.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -606330.937500 Penalty: 2694.833984
	Iteration 61Q: 3 clusters Score -606330.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -606335.250000 Penalty: 2694.833984
	Iteration 62Q: 3 clusters Score -606335.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -606338.937500 Penalty: 2694.833984
	Iteration 63Q: 3 clusters Score -606338.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -606340.562500 Penalty: 2694.833984
	Iteration 64Q: 3 clusters Score -606340.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -606343.062500 Penalty: 2694.833984
	Iteration 65Q: 3 clusters Score -606343.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -606345.500000 Penalty: 2694.833984
	Iteration 66Q: 3 clusters Score -606345.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -606348.125000 Penalty: 2694.833984
	Iteration 67Q: 3 clusters Score -606348.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -606350.750000 Penalty: 2694.833984
	Iteration 68Q: 3 clusters Score -606350.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -606352.187500 Penalty: 2694.833984
	Iteration 69Q: 3 clusters Score -606352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -606352.937500 Penalty: 2694.833984
	Iteration 70Q: 3 clusters Score -606352.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -606352.937500 Penalty: 2694.833984
	Iteration 71F: 3 clusters Score -606352.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (19145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Entering Unmasked Estep 
Score: -2927831.750000 Penalty: 1602.216919
	Iteration 0F: 2 clusters Score -2927832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2915643.000000 Penalty: 3204.433838
	Iteration 0F: 3 clusters Score -2915643 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2920308.500000 Penalty: 3204.433838
	Iteration 1F: 3 clusters Score -2920308 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2920687.750000 Penalty: 3204.433838
	Iteration 2F: 3 clusters Score -2920688 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2921084.500000 Penalty: 3204.433838
	Iteration 3F: 3 clusters Score -2921084 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2921507.250000 Penalty: 3204.433838
	Iteration 4Q: 3 clusters Score -2921507 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2921996.500000 Penalty: 3204.433838
	Iteration 5F: 3 clusters Score -2921996 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2922530.500000 Penalty: 3204.433838
	Iteration 6F: 3 clusters Score -2922530 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2923208.500000 Penalty: 3204.433838
	Iteration 7F: 3 clusters Score -2923208 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2923943.250000 Penalty: 3204.433838
	Iteration 8F: 3 clusters Score -2923943 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2924630.750000 Penalty: 3204.433838
	Iteration 9F: 3 clusters Score -2924631 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2925249.000000 Penalty: 3204.433838
	Iteration 10Q: 3 clusters Score -2925249 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2925775.750000 Penalty: 3204.433838
	Iteration 11Q: 3 clusters Score -2925776 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2926110.750000 Penalty: 3204.433838
	Iteration 12Q: 3 clusters Score -2926111 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2926298.500000 Penalty: 3204.433838
	Iteration 13Q: 3 clusters Score -2926298 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2926376.250000 Penalty: 3204.433838
	Iteration 14Q: 3 clusters Score -2926376 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2926408.000000 Penalty: 3204.433838
	Iteration 15Q: 3 clusters Score -2926408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2926425.750000 Penalty: 3204.433838
	Iteration 16Q: 3 clusters Score -2926426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2926437.500000 Penalty: 3204.433838
	Iteration 17Q: 3 clusters Score -2926438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2926441.750000 Penalty: 3204.433838
	Iteration 18Q: 3 clusters Score -2926442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2926446.250000 Penalty: 3204.433838
	Iteration 19Q: 3 clusters Score -2926446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2926455.250000 Penalty: 3204.433838
	Iteration 20F: 3 clusters Score -2926455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2926460.750000 Penalty: 3204.433838
	Iteration 21Q: 3 clusters Score -2926461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2926468.000000 Penalty: 3204.433838
	Iteration 22Q: 3 clusters Score -2926468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2926484.750000 Penalty: 3204.433838
	Iteration 23Q: 3 clusters Score -2926485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2926489.500000 Penalty: 3204.433838
	Iteration 24Q: 3 clusters Score -2926490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2926491.500000 Penalty: 3204.433838
	Iteration 25Q: 3 clusters Score -2926492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2926489.500000 Penalty: 3204.433838
	Iteration 26Q: 3 clusters Score -2926490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2926489.500000 Penalty: 3204.433838
	Iteration 27F: 3 clusters Score -2926490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Entering Unmasked Estep 
Score: -369812.031250 Penalty: 1287.602905
	Iteration 0F: 2 clusters Score -369812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -367291.125000 Penalty: 2575.205811
	Iteration 0F: 3 clusters Score -367291.1 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -367938.843750 Penalty: 2575.205811
	Iteration 1F: 3 clusters Score -367938.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -368194.625000 Penalty: 2575.205811
	Iteration 2F: 3 clusters Score -368194.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -368388.250000 Penalty: 2575.205811
	Iteration 3F: 3 clusters Score -368388.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -368538.750000 Penalty: 2575.205811
	Iteration 4F: 3 clusters Score -368538.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -368687.062500 Penalty: 2575.205811
	Iteration 5F: 3 clusters Score -368687.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -368804.656250 Penalty: 2575.205811
	Iteration 6Q: 3 clusters Score -368804.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -368889.218750 Penalty: 2575.205811
	Iteration 7Q: 3 clusters Score -368889.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -368963.062500 Penalty: 2575.205811
	Iteration 8Q: 3 clusters Score -368963.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -369012.437500 Penalty: 2575.205811
	Iteration 9Q: 3 clusters Score -369012.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -369059.437500 Penalty: 2575.205811
	Iteration 10Q: 3 clusters Score -369059.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -369092.156250 Penalty: 2575.205811
	Iteration 11Q: 3 clusters Score -369092.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -369118.250000 Penalty: 2575.205811
	Iteration 12Q: 3 clusters Score -369118.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -369146.593750 Penalty: 2575.205811
	Iteration 13Q: 3 clusters Score -369146.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -369179.312500 Penalty: 2575.205811
	Iteration 14Q: 3 clusters Score -369179.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -369223.968750 Penalty: 2575.205811
	Iteration 15Q: 3 clusters Score -369224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -369265.125000 Penalty: 2575.205811
	Iteration 16Q: 3 clusters Score -369265.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -369300.687500 Penalty: 2575.205811
	Iteration 17Q: 3 clusters Score -369300.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -369329.218750 Penalty: 2575.205811
	Iteration 18Q: 3 clusters Score -369329.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -369353.843750 Penalty: 2575.205811
	Iteration 19Q: 3 clusters Score -369353.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -369388.312500 Penalty: 2575.205811
	Iteration 20F: 3 clusters Score -369388.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -369430.812500 Penalty: 2575.205811
	Iteration 21Q: 3 clusters Score -369430.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -369477.531250 Penalty: 2575.205811
	Iteration 22Q: 3 clusters Score -369477.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -369527.156250 Penalty: 2575.205811
	Iteration 23Q: 3 clusters Score -369527.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -369554.406250 Penalty: 2575.205811
	Iteration 24Q: 3 clusters Score -369554.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -369569.937500 Penalty: 2575.205811
	Iteration 25Q: 3 clusters Score -369569.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -369576.031250 Penalty: 2575.205811
	Iteration 26Q: 3 clusters Score -369576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -369578.656250 Penalty: 2575.205811
	Iteration 27Q: 3 clusters Score -369578.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -369581.843750 Penalty: 2575.205811
	Iteration 28Q: 3 clusters Score -369581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -369583.718750 Penalty: 2575.205811
	Iteration 29Q: 3 clusters Score -369583.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -369585.281250 Penalty: 2575.205811
	Iteration 30Q: 3 clusters Score -369585.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -369585.281250 Penalty: 2575.205811
	Iteration 31F: 3 clusters Score -369585.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (12693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Entering Unmasked Estep 
Score: -1846223.625000 Penalty: 1535.430908
	Iteration 0F: 2 clusters Score -1846224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1837336.375000 Penalty: 3070.861816
	Iteration 0F: 3 clusters Score -1837336 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1840525.375000 Penalty: 3070.861816
	Iteration 1F: 3 clusters Score -1840525 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1840825.125000 Penalty: 3070.861816
	Iteration 2F: 3 clusters Score -1840825 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1841071.875000 Penalty: 3070.861816
	Iteration 3Q: 3 clusters Score -1841072 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1841281.125000 Penalty: 3070.861816
	Iteration 4Q: 3 clusters Score -1841281 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1841488.375000 Penalty: 3070.861816
	Iteration 5Q: 3 clusters Score -1841488 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1841738.500000 Penalty: 3070.861816
	Iteration 6Q: 3 clusters Score -1841738 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1842016.375000 Penalty: 3070.861816
	Iteration 7Q: 3 clusters Score -1842016 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1842330.000000 Penalty: 3070.861816
	Iteration 8Q: 3 clusters Score -1842330 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1842646.375000 Penalty: 3070.861816
	Iteration 9Q: 3 clusters Score -1842646 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1842998.250000 Penalty: 3070.861816
	Iteration 10Q: 3 clusters Score -1842998 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1843337.125000 Penalty: 3070.861816
	Iteration 11Q: 3 clusters Score -1843337 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1843648.750000 Penalty: 3070.861816
	Iteration 12Q: 3 clusters Score -1843649 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1843891.500000 Penalty: 3070.861816
	Iteration 13Q: 3 clusters Score -1843892 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1844105.375000 Penalty: 3070.861816
	Iteration 14Q: 3 clusters Score -1844105 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1844258.750000 Penalty: 3070.861816
	Iteration 15Q: 3 clusters Score -1844259 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1844403.000000 Penalty: 3070.861816
	Iteration 16Q: 3 clusters Score -1844403 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1844517.500000 Penalty: 3070.861816
	Iteration 17Q: 3 clusters Score -1844518 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1844609.750000 Penalty: 3070.861816
	Iteration 18Q: 3 clusters Score -1844610 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1844681.625000 Penalty: 3070.861816
	Iteration 19Q: 3 clusters Score -1844682 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1844741.375000 Penalty: 3070.861816
	Iteration 20F: 3 clusters Score -1844741 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1844792.375000 Penalty: 3070.861816
	Iteration 21Q: 3 clusters Score -1844792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1844827.875000 Penalty: 3070.861816
	Iteration 22Q: 3 clusters Score -1844828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1844848.375000 Penalty: 3070.861816
	Iteration 23Q: 3 clusters Score -1844848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1844872.000000 Penalty: 3070.861816
	Iteration 24Q: 3 clusters Score -1844872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1844883.250000 Penalty: 3070.861816
	Iteration 25Q: 3 clusters Score -1844883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1844893.500000 Penalty: 3070.861816
	Iteration 26Q: 3 clusters Score -1844894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1844897.250000 Penalty: 3070.861816
	Iteration 27Q: 3 clusters Score -1844897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1844913.500000 Penalty: 3070.861816
	Iteration 28Q: 3 clusters Score -1844914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1844918.500000 Penalty: 3070.861816
	Iteration 29Q: 3 clusters Score -1844918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1844921.000000 Penalty: 3070.861816
	Iteration 30Q: 3 clusters Score -1844921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1844926.625000 Penalty: 3070.861816
	Iteration 31Q: 3 clusters Score -1844927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1844936.125000 Penalty: 3070.861816
	Iteration 32Q: 3 clusters Score -1844936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1844939.250000 Penalty: 3070.861816
	Iteration 33Q: 3 clusters Score -1844939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1844940.375000 Penalty: 3070.861816
	Iteration 34Q: 3 clusters Score -1844940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1844944.500000 Penalty: 3070.861816
	Iteration 35Q: 3 clusters Score -1844944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1844951.875000 Penalty: 3070.861816
	Iteration 36Q: 3 clusters Score -1844952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1844955.875000 Penalty: 3070.861816
	Iteration 37Q: 3 clusters Score -1844956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1844956.875000 Penalty: 3070.861816
	Iteration 38Q: 3 clusters Score -1844957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1844957.250000 Penalty: 3070.861816
	Iteration 39Q: 3 clusters Score -1844957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1844960.000000 Penalty: 3070.861816
	Iteration 40F: 3 clusters Score -1844960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1844960.875000 Penalty: 3070.861816
	Iteration 41Q: 3 clusters Score -1844961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1844960.875000 Penalty: 3070.861816
	Iteration 42F: 3 clusters Score -1844961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -88469.531250 Penalty: 1079.404053
	Iteration 0F: 2 clusters Score -88469.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -87211.687500 Penalty: 2158.808105
	Iteration 0F: 3 clusters Score -87211.69 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -87513.718750 Penalty: 2158.808105
	Iteration 1F: 3 clusters Score -87513.72 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -87682.125000 Penalty: 2158.808105
	Iteration 2F: 3 clusters Score -87682.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -87844.601562 Penalty: 2158.808105
	Iteration 3F: 3 clusters Score -87844.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -87990.390625 Penalty: 2158.808105
	Iteration 4F: 3 clusters Score -87990.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -88072.625000 Penalty: 2158.808105
	Iteration 5Q: 3 clusters Score -88072.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -88122.445312 Penalty: 2158.808105
	Iteration 6Q: 3 clusters Score -88122.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88141.984375 Penalty: 2158.808105
	Iteration 7Q: 3 clusters Score -88141.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -88159.929688 Penalty: 2158.808105
	Iteration 8Q: 3 clusters Score -88159.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -88171.820312 Penalty: 2158.808105
	Iteration 9Q: 3 clusters Score -88171.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -88179.359375 Penalty: 2158.808105
	Iteration 10Q: 3 clusters Score -88179.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -88183.273438 Penalty: 2158.808105
	Iteration 11Q: 3 clusters Score -88183.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -88184.789062 Penalty: 2158.808105
	Iteration 12Q: 3 clusters Score -88184.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -88184.789062 Penalty: 2158.808105
	Iteration 13F: 3 clusters Score -88184.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -244193.375000 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -244193.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -242348.265625 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -242348.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -242693.156250 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -242693.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -242773.140625 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -242773.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -242809.203125 Penalty: 2400.603027
	Iteration 3Q: 3 clusters Score -242809.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -242833.015625 Penalty: 2400.603027
	Iteration 4Q: 3 clusters Score -242833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -242852.812500 Penalty: 2400.603027
	Iteration 5Q: 3 clusters Score -242852.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -242871.671875 Penalty: 2400.603027
	Iteration 6Q: 3 clusters Score -242871.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -242885.734375 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -242885.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -242891.125000 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -242891.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -242895.390625 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -242895.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -242900.796875 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -242900.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -242907.390625 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -242907.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -242913.640625 Penalty: 2400.603027
	Iteration 12Q: 3 clusters Score -242913.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -242921.640625 Penalty: 2400.603027
	Iteration 13Q: 3 clusters Score -242921.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -242928.343750 Penalty: 2400.603027
	Iteration 14Q: 3 clusters Score -242928.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -242933.906250 Penalty: 2400.603027
	Iteration 15Q: 3 clusters Score -242933.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -242939.187500 Penalty: 2400.603027
	Iteration 16Q: 3 clusters Score -242939.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -242943.734375 Penalty: 2400.603027
	Iteration 17Q: 3 clusters Score -242943.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -242946.562500 Penalty: 2400.603027
	Iteration 18Q: 3 clusters Score -242946.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -242949.406250 Penalty: 2400.603027
	Iteration 19Q: 3 clusters Score -242949.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -242951.656250 Penalty: 2400.603027
	Iteration 20F: 3 clusters Score -242951.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -242953.343750 Penalty: 2400.603027
	Iteration 21Q: 3 clusters Score -242953.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -242955.640625 Penalty: 2400.603027
	Iteration 22Q: 3 clusters Score -242955.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -242957.140625 Penalty: 2400.603027
	Iteration 23Q: 3 clusters Score -242957.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -242959.046875 Penalty: 2400.603027
	Iteration 24Q: 3 clusters Score -242959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -242963.234375 Penalty: 2400.603027
	Iteration 25Q: 3 clusters Score -242963.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -242970.234375 Penalty: 2400.603027
	Iteration 26Q: 3 clusters Score -242970.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -242972.250000 Penalty: 2400.603027
	Iteration 27Q: 3 clusters Score -242972.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -242973.453125 Penalty: 2400.603027
	Iteration 28Q: 3 clusters Score -242973.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -242974.078125 Penalty: 2400.603027
	Iteration 29Q: 3 clusters Score -242974.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -242974.046875 Penalty: 2400.603027
	Iteration 30Q: 3 clusters Score -242974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -242974.046875 Penalty: 2400.603027
	Iteration 31F: 3 clusters Score -242974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Entering Unmasked Estep 
Score: -176242.343750 Penalty: 1168.729614
	Iteration 0F: 2 clusters Score -176242.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -174618.890625 Penalty: 2337.459229
	Iteration 0F: 3 clusters Score -174618.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -174941.515625 Penalty: 2337.459229
	Iteration 1F: 3 clusters Score -174941.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -175019.312500 Penalty: 2337.459229
	Iteration 2F: 3 clusters Score -175019.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -175058.859375 Penalty: 2337.459229
	Iteration 3Q: 3 clusters Score -175058.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -175095.906250 Penalty: 2337.459229
	Iteration 4Q: 3 clusters Score -175095.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -175127.890625 Penalty: 2337.459229
	Iteration 5Q: 3 clusters Score -175127.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -175144.031250 Penalty: 2337.459229
	Iteration 6Q: 3 clusters Score -175144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -175164.187500 Penalty: 2337.459229
	Iteration 7Q: 3 clusters Score -175164.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -175183.046875 Penalty: 2337.459229
	Iteration 8Q: 3 clusters Score -175183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -175195.703125 Penalty: 2337.459229
	Iteration 9Q: 3 clusters Score -175195.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -175207.890625 Penalty: 2337.459229
	Iteration 10Q: 3 clusters Score -175207.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -175214.093750 Penalty: 2337.459229
	Iteration 11Q: 3 clusters Score -175214.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -175224.140625 Penalty: 2337.459229
	Iteration 12Q: 3 clusters Score -175224.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -175233.046875 Penalty: 2337.459229
	Iteration 13Q: 3 clusters Score -175233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -175245.062500 Penalty: 2337.459229
	Iteration 14Q: 3 clusters Score -175245.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -175266.093750 Penalty: 2337.459229
	Iteration 15Q: 3 clusters Score -175266.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -175280.890625 Penalty: 2337.459229
	Iteration 16Q: 3 clusters Score -175280.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -175292.609375 Penalty: 2337.459229
	Iteration 17Q: 3 clusters Score -175292.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -175308.531250 Penalty: 2337.459229
	Iteration 18Q: 3 clusters Score -175308.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -175329.296875 Penalty: 2337.459229
	Iteration 19Q: 3 clusters Score -175329.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -175356.875000 Penalty: 2337.459229
	Iteration 20F: 3 clusters Score -175356.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -175379.921875 Penalty: 2337.459229
	Iteration 21Q: 3 clusters Score -175379.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -175395.296875 Penalty: 2337.459229
	Iteration 22Q: 3 clusters Score -175395.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -175413.265625 Penalty: 2337.459229
	Iteration 23Q: 3 clusters Score -175413.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -175426.937500 Penalty: 2337.459229
	Iteration 24Q: 3 clusters Score -175426.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -175436.781250 Penalty: 2337.459229
	Iteration 25Q: 3 clusters Score -175436.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -175447.187500 Penalty: 2337.459229
	Iteration 26Q: 3 clusters Score -175447.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -175454.796875 Penalty: 2337.459229
	Iteration 27Q: 3 clusters Score -175454.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -175460.796875 Penalty: 2337.459229
	Iteration 28Q: 3 clusters Score -175460.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -175465.203125 Penalty: 2337.459229
	Iteration 29Q: 3 clusters Score -175465.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -175471.703125 Penalty: 2337.459229
	Iteration 30Q: 3 clusters Score -175471.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -175477.671875 Penalty: 2337.459229
	Iteration 31Q: 3 clusters Score -175477.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -175481.953125 Penalty: 2337.459229
	Iteration 32Q: 3 clusters Score -175482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -175491.640625 Penalty: 2337.459229
	Iteration 33Q: 3 clusters Score -175491.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -175502.171875 Penalty: 2337.459229
	Iteration 34Q: 3 clusters Score -175502.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -175513.781250 Penalty: 2337.459229
	Iteration 35Q: 3 clusters Score -175513.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -175516.656250 Penalty: 2337.459229
	Iteration 36Q: 3 clusters Score -175516.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -175519.718750 Penalty: 2337.459229
	Iteration 37Q: 3 clusters Score -175519.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -175520.328125 Penalty: 2337.459229
	Iteration 38Q: 3 clusters Score -175520.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -175520.328125 Penalty: 2337.459229
	Iteration 39F: 3 clusters Score -175520.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -223289.718750 Penalty: 1201.004761
	Iteration 0F: 2 clusters Score -223289.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -221473.546875 Penalty: 2402.009521
	Iteration 0F: 3 clusters Score -221473.5 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -221901.953125 Penalty: 2402.009521
	Iteration 1F: 3 clusters Score -221902 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -222047.625000 Penalty: 2402.009521
	Iteration 2F: 3 clusters Score -222047.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -222172.468750 Penalty: 2402.009521
	Iteration 3F: 3 clusters Score -222172.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -222257.968750 Penalty: 2402.009521
	Iteration 4F: 3 clusters Score -222258 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -222326.421875 Penalty: 2402.009521
	Iteration 5Q: 3 clusters Score -222326.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -222383.171875 Penalty: 2402.009521
	Iteration 6Q: 3 clusters Score -222383.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -222445.062500 Penalty: 2402.009521
	Iteration 7Q: 3 clusters Score -222445.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -222488.734375 Penalty: 2402.009521
	Iteration 8Q: 3 clusters Score -222488.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -222515.937500 Penalty: 2402.009521
	Iteration 9Q: 3 clusters Score -222515.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -222546.734375 Penalty: 2402.009521
	Iteration 10Q: 3 clusters Score -222546.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -222571.281250 Penalty: 2402.009521
	Iteration 11Q: 3 clusters Score -222571.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -222587.656250 Penalty: 2402.009521
	Iteration 12Q: 3 clusters Score -222587.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -222604.062500 Penalty: 2402.009521
	Iteration 13Q: 3 clusters Score -222604.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -222617.828125 Penalty: 2402.009521
	Iteration 14Q: 3 clusters Score -222617.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -222630.796875 Penalty: 2402.009521
	Iteration 15Q: 3 clusters Score -222630.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -222633.828125 Penalty: 2402.009521
	Iteration 16Q: 3 clusters Score -222633.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -222635.546875 Penalty: 2402.009521
	Iteration 17Q: 3 clusters Score -222635.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -222635.937500 Penalty: 2402.009521
	Iteration 18Q: 3 clusters Score -222635.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -222636.937500 Penalty: 2402.009521
	Iteration 19F: 3 clusters Score -222636.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -222639.671875 Penalty: 2402.009521
	Iteration 20F: 3 clusters Score -222639.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -222640.500000 Penalty: 2402.009521
	Iteration 21Q: 3 clusters Score -222640.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -222643.187500 Penalty: 2402.009521
	Iteration 22Q: 3 clusters Score -222643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -222646.937500 Penalty: 2402.009521
	Iteration 23Q: 3 clusters Score -222646.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -222648.953125 Penalty: 2402.009521
	Iteration 24Q: 3 clusters Score -222649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -222650.140625 Penalty: 2402.009521
	Iteration 25Q: 3 clusters Score -222650.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -222651.250000 Penalty: 2402.009521
	Iteration 26Q: 3 clusters Score -222651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -222652.875000 Penalty: 2402.009521
	Iteration 27Q: 3 clusters Score -222652.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -222653.281250 Penalty: 2402.009521
	Iteration 28Q: 3 clusters Score -222653.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -222653.281250 Penalty: 2402.009521
	Iteration 29F: 3 clusters Score -222653.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (12558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Entering Unmasked Estep 
Score: -1915401.500000 Penalty: 1533.693359
	Iteration 0F: 2 clusters Score -1915402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1906798.125000 Penalty: 3067.386719
	Iteration 0F: 3 clusters Score -1906798 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1909873.250000 Penalty: 3067.386719
	Iteration 1F: 3 clusters Score -1909873 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1910191.625000 Penalty: 3067.386719
	Iteration 2F: 3 clusters Score -1910192 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1910430.500000 Penalty: 3067.386719
	Iteration 3Q: 3 clusters Score -1910430 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1910655.375000 Penalty: 3067.386719
	Iteration 4Q: 3 clusters Score -1910655 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1910856.375000 Penalty: 3067.386719
	Iteration 5Q: 3 clusters Score -1910856 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1911041.875000 Penalty: 3067.386719
	Iteration 6Q: 3 clusters Score -1911042 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1911188.125000 Penalty: 3067.386719
	Iteration 7Q: 3 clusters Score -1911188 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1911347.625000 Penalty: 3067.386719
	Iteration 8Q: 3 clusters Score -1911348 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1911507.375000 Penalty: 3067.386719
	Iteration 9Q: 3 clusters Score -1911507 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1911653.625000 Penalty: 3067.386719
	Iteration 10Q: 3 clusters Score -1911654 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1911862.875000 Penalty: 3067.386719
	Iteration 11Q: 3 clusters Score -1911863 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1912108.500000 Penalty: 3067.386719
	Iteration 12Q: 3 clusters Score -1912108 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1912425.375000 Penalty: 3067.386719
	Iteration 13Q: 3 clusters Score -1912425 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1912789.500000 Penalty: 3067.386719
	Iteration 14Q: 3 clusters Score -1912790 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1913150.625000 Penalty: 3067.386719
	Iteration 15Q: 3 clusters Score -1913151 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1913434.750000 Penalty: 3067.386719
	Iteration 16Q: 3 clusters Score -1913435 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1913633.000000 Penalty: 3067.386719
	Iteration 17Q: 3 clusters Score -1913633 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1913782.500000 Penalty: 3067.386719
	Iteration 18Q: 3 clusters Score -1913782 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1913876.625000 Penalty: 3067.386719
	Iteration 19Q: 3 clusters Score -1913877 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1913953.375000 Penalty: 3067.386719
	Iteration 20F: 3 clusters Score -1913953 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1914008.500000 Penalty: 3067.386719
	Iteration 21Q: 3 clusters Score -1914008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1914039.500000 Penalty: 3067.386719
	Iteration 22Q: 3 clusters Score -1914040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1914079.000000 Penalty: 3067.386719
	Iteration 23Q: 3 clusters Score -1914079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1914099.875000 Penalty: 3067.386719
	Iteration 24Q: 3 clusters Score -1914100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1914108.000000 Penalty: 3067.386719
	Iteration 25Q: 3 clusters Score -1914108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1914119.750000 Penalty: 3067.386719
	Iteration 26Q: 3 clusters Score -1914120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1914129.125000 Penalty: 3067.386719
	Iteration 27Q: 3 clusters Score -1914129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1914133.500000 Penalty: 3067.386719
	Iteration 28Q: 3 clusters Score -1914134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1914138.375000 Penalty: 3067.386719
	Iteration 29Q: 3 clusters Score -1914138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1914136.625000 Penalty: 3067.386719
	Iteration 30Q: 3 clusters Score -1914137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1914136.625000 Penalty: 3067.386719
	Iteration 31F: 3 clusters Score -1914137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Entering Unmasked Estep 
Score: -509096.437500 Penalty: 1325.572754
	Iteration 0F: 2 clusters Score -509096.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -506069.000000 Penalty: 2651.145508
	Iteration 0F: 3 clusters Score -506069 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -506833.937500 Penalty: 2651.145508
	Iteration 1F: 3 clusters Score -506833.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -506971.906250 Penalty: 2651.145508
	Iteration 2F: 3 clusters Score -506971.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -507058.406250 Penalty: 2651.145508
	Iteration 3Q: 3 clusters Score -507058.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -507146.968750 Penalty: 2651.145508
	Iteration 4Q: 3 clusters Score -507147 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -507222.531250 Penalty: 2651.145508
	Iteration 5Q: 3 clusters Score -507222.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -507272.906250 Penalty: 2651.145508
	Iteration 6Q: 3 clusters Score -507272.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -507323.875000 Penalty: 2651.145508
	Iteration 7Q: 3 clusters Score -507323.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -507381.156250 Penalty: 2651.145508
	Iteration 8Q: 3 clusters Score -507381.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -507432.187500 Penalty: 2651.145508
	Iteration 9Q: 3 clusters Score -507432.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -507474.968750 Penalty: 2651.145508
	Iteration 10Q: 3 clusters Score -507475 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -507510.718750 Penalty: 2651.145508
	Iteration 11Q: 3 clusters Score -507510.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -507538.000000 Penalty: 2651.145508
	Iteration 12Q: 3 clusters Score -507538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -507562.781250 Penalty: 2651.145508
	Iteration 13Q: 3 clusters Score -507562.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -507597.343750 Penalty: 2651.145508
	Iteration 14Q: 3 clusters Score -507597.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -507628.562500 Penalty: 2651.145508
	Iteration 15Q: 3 clusters Score -507628.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -507653.062500 Penalty: 2651.145508
	Iteration 16Q: 3 clusters Score -507653.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -507674.468750 Penalty: 2651.145508
	Iteration 17Q: 3 clusters Score -507674.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -507700.906250 Penalty: 2651.145508
	Iteration 18Q: 3 clusters Score -507700.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -507723.562500 Penalty: 2651.145508
	Iteration 19Q: 3 clusters Score -507723.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -507750.406250 Penalty: 2651.145508
	Iteration 20F: 3 clusters Score -507750.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -507772.125000 Penalty: 2651.145508
	Iteration 21Q: 3 clusters Score -507772.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -507790.750000 Penalty: 2651.145508
	Iteration 22Q: 3 clusters Score -507790.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -507806.187500 Penalty: 2651.145508
	Iteration 23Q: 3 clusters Score -507806.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -507824.062500 Penalty: 2651.145508
	Iteration 24Q: 3 clusters Score -507824.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -507842.125000 Penalty: 2651.145508
	Iteration 25Q: 3 clusters Score -507842.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -507856.000000 Penalty: 2651.145508
	Iteration 26Q: 3 clusters Score -507856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -507876.156250 Penalty: 2651.145508
	Iteration 27Q: 3 clusters Score -507876.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -507893.593750 Penalty: 2651.145508
	Iteration 28Q: 3 clusters Score -507893.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -507908.843750 Penalty: 2651.145508
	Iteration 29Q: 3 clusters Score -507908.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -507916.812500 Penalty: 2651.145508
	Iteration 30Q: 3 clusters Score -507916.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -507921.375000 Penalty: 2651.145508
	Iteration 31Q: 3 clusters Score -507921.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -507926.031250 Penalty: 2651.145508
	Iteration 32Q: 3 clusters Score -507926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -507928.281250 Penalty: 2651.145508
	Iteration 33Q: 3 clusters Score -507928.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -507930.468750 Penalty: 2651.145508
	Iteration 34Q: 3 clusters Score -507930.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -507931.312500 Penalty: 2651.145508
	Iteration 35Q: 3 clusters Score -507931.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -507931.312500 Penalty: 2651.145508
	Iteration 36F: 3 clusters Score -507931.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -189679.671875 Penalty: 1162.751953
	Iteration 0F: 2 clusters Score -189679.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -188036.906250 Penalty: 2325.503906
	Iteration 0F: 3 clusters Score -188036.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -188327.281250 Penalty: 2325.503906
	Iteration 1F: 3 clusters Score -188327.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -188408.171875 Penalty: 2325.503906
	Iteration 2F: 3 clusters Score -188408.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -188467.078125 Penalty: 2325.503906
	Iteration 3Q: 3 clusters Score -188467.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -188496.968750 Penalty: 2325.503906
	Iteration 4Q: 3 clusters Score -188497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -188513.671875 Penalty: 2325.503906
	Iteration 5Q: 3 clusters Score -188513.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -188523.171875 Penalty: 2325.503906
	Iteration 6Q: 3 clusters Score -188523.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -188528.953125 Penalty: 2325.503906
	Iteration 7Q: 3 clusters Score -188529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -188531.015625 Penalty: 2325.503906
	Iteration 8Q: 3 clusters Score -188531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -188536.578125 Penalty: 2325.503906
	Iteration 9Q: 3 clusters Score -188536.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -188543.906250 Penalty: 2325.503906
	Iteration 10Q: 3 clusters Score -188543.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -188548.343750 Penalty: 2325.503906
	Iteration 11Q: 3 clusters Score -188548.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -188549.140625 Penalty: 2325.503906
	Iteration 12Q: 3 clusters Score -188549.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -188550.468750 Penalty: 2325.503906
	Iteration 13Q: 3 clusters Score -188550.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -188551.125000 Penalty: 2325.503906
	Iteration 14Q: 3 clusters Score -188551.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -188551.125000 Penalty: 2325.503906
	Iteration 15F: 3 clusters Score -188551.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (14628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Entering Unmasked Estep 
Score: -2221202.250000 Penalty: 1558.487549
	Iteration 0F: 2 clusters Score -2221202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2211167.750000 Penalty: 3116.975098
	Iteration 0F: 3 clusters Score -2211168 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2214651.500000 Penalty: 3116.975098
	Iteration 1F: 3 clusters Score -2214652 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2214933.500000 Penalty: 3116.975098
	Iteration 2F: 3 clusters Score -2214934 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2215214.500000 Penalty: 3116.975098
	Iteration 3Q: 3 clusters Score -2215214 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2215499.750000 Penalty: 3116.975098
	Iteration 4Q: 3 clusters Score -2215500 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2215781.750000 Penalty: 3116.975098
	Iteration 5Q: 3 clusters Score -2215782 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2216118.250000 Penalty: 3116.975098
	Iteration 6Q: 3 clusters Score -2216118 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2216529.500000 Penalty: 3116.975098
	Iteration 7Q: 3 clusters Score -2216530 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2216997.000000 Penalty: 3116.975098
	Iteration 8F: 3 clusters Score -2216997 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2217522.500000 Penalty: 3116.975098
	Iteration 9F: 3 clusters Score -2217522 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2218006.000000 Penalty: 3116.975098
	Iteration 10Q: 3 clusters Score -2218006 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2218456.000000 Penalty: 3116.975098
	Iteration 11Q: 3 clusters Score -2218456 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2218869.250000 Penalty: 3116.975098
	Iteration 12Q: 3 clusters Score -2218869 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2219218.250000 Penalty: 3116.975098
	Iteration 13Q: 3 clusters Score -2219218 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2219475.000000 Penalty: 3116.975098
	Iteration 14Q: 3 clusters Score -2219475 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2219629.750000 Penalty: 3116.975098
	Iteration 15Q: 3 clusters Score -2219630 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2219723.500000 Penalty: 3116.975098
	Iteration 16Q: 3 clusters Score -2219724 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2219771.750000 Penalty: 3116.975098
	Iteration 17Q: 3 clusters Score -2219772 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2219805.000000 Penalty: 3116.975098
	Iteration 18Q: 3 clusters Score -2219805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2219827.500000 Penalty: 3116.975098
	Iteration 19Q: 3 clusters Score -2219828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2219857.250000 Penalty: 3116.975098
	Iteration 20F: 3 clusters Score -2219857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2219872.500000 Penalty: 3116.975098
	Iteration 21Q: 3 clusters Score -2219872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2219885.250000 Penalty: 3116.975098
	Iteration 22Q: 3 clusters Score -2219885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2219900.500000 Penalty: 3116.975098
	Iteration 23Q: 3 clusters Score -2219900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2219910.500000 Penalty: 3116.975098
	Iteration 24Q: 3 clusters Score -2219910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2219921.500000 Penalty: 3116.975098
	Iteration 25Q: 3 clusters Score -2219922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2219927.500000 Penalty: 3116.975098
	Iteration 26Q: 3 clusters Score -2219928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2219928.500000 Penalty: 3116.975098
	Iteration 27Q: 3 clusters Score -2219928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2219932.250000 Penalty: 3116.975098
	Iteration 28Q: 3 clusters Score -2219932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2219932.750000 Penalty: 3116.975098
	Iteration 29Q: 3 clusters Score -2219933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2219934.250000 Penalty: 3116.975098
	Iteration 30Q: 3 clusters Score -2219934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2219932.250000 Penalty: 3116.975098
	Iteration 31Q: 3 clusters Score -2219932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2219932.500000 Penalty: 3116.975098
	Iteration 32Q: 3 clusters Score -2219932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2219932.250000 Penalty: 3116.975098
	Iteration 33Q: 3 clusters Score -2219932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2219931.000000 Penalty: 3116.975098
	Iteration 34Q: 3 clusters Score -2219931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2219935.000000 Penalty: 3116.975098
	Iteration 35Q: 3 clusters Score -2219935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2219935.000000 Penalty: 3116.975098
	Iteration 36F: 3 clusters Score -2219935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Entering Unmasked Estep 
Score: -782776.562500 Penalty: 1416.649902
	Iteration 0F: 2 clusters Score -782776.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -778222.062500 Penalty: 2833.299805
	Iteration 0F: 3 clusters Score -778222.1 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -779548.062500 Penalty: 2833.299805
	Iteration 1F: 3 clusters Score -779548.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -779787.000000 Penalty: 2833.299805
	Iteration 2F: 3 clusters Score -779787 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -779982.437500 Penalty: 2833.299805
	Iteration 3F: 3 clusters Score -779982.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -780124.437500 Penalty: 2833.299805
	Iteration 4Q: 3 clusters Score -780124.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -780224.750000 Penalty: 2833.299805
	Iteration 5Q: 3 clusters Score -780224.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -780310.062500 Penalty: 2833.299805
	Iteration 6Q: 3 clusters Score -780310.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -780382.937500 Penalty: 2833.299805
	Iteration 7Q: 3 clusters Score -780382.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -780440.000000 Penalty: 2833.299805
	Iteration 8Q: 3 clusters Score -780440 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -780486.812500 Penalty: 2833.299805
	Iteration 9Q: 3 clusters Score -780486.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -780522.875000 Penalty: 2833.299805
	Iteration 10Q: 3 clusters Score -780522.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -780559.562500 Penalty: 2833.299805
	Iteration 11Q: 3 clusters Score -780559.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -780605.812500 Penalty: 2833.299805
	Iteration 12Q: 3 clusters Score -780605.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -780656.750000 Penalty: 2833.299805
	Iteration 13Q: 3 clusters Score -780656.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -780715.937500 Penalty: 2833.299805
	Iteration 14Q: 3 clusters Score -780715.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -780775.062500 Penalty: 2833.299805
	Iteration 15Q: 3 clusters Score -780775.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -780831.312500 Penalty: 2833.299805
	Iteration 16Q: 3 clusters Score -780831.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -780879.250000 Penalty: 2833.299805
	Iteration 17Q: 3 clusters Score -780879.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -780933.125000 Penalty: 2833.299805
	Iteration 18Q: 3 clusters Score -780933.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -781011.125000 Penalty: 2833.299805
	Iteration 19Q: 3 clusters Score -781011.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -781078.812500 Penalty: 2833.299805
	Iteration 20F: 3 clusters Score -781078.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -781130.500000 Penalty: 2833.299805
	Iteration 21Q: 3 clusters Score -781130.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -781189.187500 Penalty: 2833.299805
	Iteration 22Q: 3 clusters Score -781189.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -781249.375000 Penalty: 2833.299805
	Iteration 23Q: 3 clusters Score -781249.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -781303.937500 Penalty: 2833.299805
	Iteration 24Q: 3 clusters Score -781303.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -781350.062500 Penalty: 2833.299805
	Iteration 25Q: 3 clusters Score -781350.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -781396.500000 Penalty: 2833.299805
	Iteration 26Q: 3 clusters Score -781396.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -781451.375000 Penalty: 2833.299805
	Iteration 27Q: 3 clusters Score -781451.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -781501.625000 Penalty: 2833.299805
	Iteration 28Q: 3 clusters Score -781501.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -781545.125000 Penalty: 2833.299805
	Iteration 29Q: 3 clusters Score -781545.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -781576.750000 Penalty: 2833.299805
	Iteration 30Q: 3 clusters Score -781576.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -781599.875000 Penalty: 2833.299805
	Iteration 31Q: 3 clusters Score -781599.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -781616.562500 Penalty: 2833.299805
	Iteration 32Q: 3 clusters Score -781616.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -781636.250000 Penalty: 2833.299805
	Iteration 33Q: 3 clusters Score -781636.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -781651.187500 Penalty: 2833.299805
	Iteration 34Q: 3 clusters Score -781651.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -781667.312500 Penalty: 2833.299805
	Iteration 35Q: 3 clusters Score -781667.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -781682.812500 Penalty: 2833.299805
	Iteration 36Q: 3 clusters Score -781682.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -781692.812500 Penalty: 2833.299805
	Iteration 37Q: 3 clusters Score -781692.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -781698.625000 Penalty: 2833.299805
	Iteration 38Q: 3 clusters Score -781698.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -781701.437500 Penalty: 2833.299805
	Iteration 39Q: 3 clusters Score -781701.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -781705.562500 Penalty: 2833.299805
	Iteration 40F: 3 clusters Score -781705.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -781708.625000 Penalty: 2833.299805
	Iteration 41Q: 3 clusters Score -781708.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -781709.625000 Penalty: 2833.299805
	Iteration 42Q: 3 clusters Score -781709.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -781710.062500 Penalty: 2833.299805
	Iteration 43Q: 3 clusters Score -781710.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -781710.375000 Penalty: 2833.299805
	Iteration 44Q: 3 clusters Score -781710.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -781714.062500 Penalty: 2833.299805
	Iteration 45Q: 3 clusters Score -781714.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -781717.125000 Penalty: 2833.299805
	Iteration 46Q: 3 clusters Score -781717.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -781720.750000 Penalty: 2833.299805
	Iteration 47Q: 3 clusters Score -781720.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -781724.187500 Penalty: 2833.299805
	Iteration 48Q: 3 clusters Score -781724.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -781729.500000 Penalty: 2833.299805
	Iteration 49Q: 3 clusters Score -781729.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -781732.062500 Penalty: 2833.299805
	Iteration 50Q: 3 clusters Score -781732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -781735.000000 Penalty: 2833.299805
	Iteration 51Q: 3 clusters Score -781735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -781735.312500 Penalty: 2833.299805
	Iteration 52Q: 3 clusters Score -781735.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -781735.000000 Penalty: 2833.299805
	Iteration 53Q: 3 clusters Score -781735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -781734.750000 Penalty: 2833.299805
	Iteration 54Q: 3 clusters Score -781734.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -781738.062500 Penalty: 2833.299805
	Iteration 55Q: 3 clusters Score -781738.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -781741.375000 Penalty: 2833.299805
	Iteration 56Q: 3 clusters Score -781741.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -781741.500000 Penalty: 2833.299805
	Iteration 57Q: 3 clusters Score -781741.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -781741.500000 Penalty: 2833.299805
	Iteration 58F: 3 clusters Score -781741.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Entering Unmasked Estep 
Score: -629142.250000 Penalty: 1374.575806
	Iteration 0F: 2 clusters Score -629142.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -625410.000000 Penalty: 2749.151611
	Iteration 0F: 3 clusters Score -625410 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -626583.312500 Penalty: 2749.151611
	Iteration 1F: 3 clusters Score -626583.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -627064.437500 Penalty: 2749.151611
	Iteration 2F: 3 clusters Score -627064.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -627512.687500 Penalty: 2749.151611
	Iteration 3F: 3 clusters Score -627512.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -627924.625000 Penalty: 2749.151611
	Iteration 4F: 3 clusters Score -627924.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -628183.625000 Penalty: 2749.151611
	Iteration 5F: 3 clusters Score -628183.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -628341.875000 Penalty: 2749.151611
	Iteration 6Q: 3 clusters Score -628341.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -628412.937500 Penalty: 2749.151611
	Iteration 7Q: 3 clusters Score -628412.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -628444.937500 Penalty: 2749.151611
	Iteration 8Q: 3 clusters Score -628444.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -628468.625000 Penalty: 2749.151611
	Iteration 9Q: 3 clusters Score -628468.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -628485.375000 Penalty: 2749.151611
	Iteration 10Q: 3 clusters Score -628485.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -628504.125000 Penalty: 2749.151611
	Iteration 11Q: 3 clusters Score -628504.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -628521.375000 Penalty: 2749.151611
	Iteration 12Q: 3 clusters Score -628521.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -628543.125000 Penalty: 2749.151611
	Iteration 13Q: 3 clusters Score -628543.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -628566.437500 Penalty: 2749.151611
	Iteration 14Q: 3 clusters Score -628566.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -628589.562500 Penalty: 2749.151611
	Iteration 15Q: 3 clusters Score -628589.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -628609.750000 Penalty: 2749.151611
	Iteration 16Q: 3 clusters Score -628609.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -628625.625000 Penalty: 2749.151611
	Iteration 17Q: 3 clusters Score -628625.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -628641.562500 Penalty: 2749.151611
	Iteration 18Q: 3 clusters Score -628641.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -628653.000000 Penalty: 2749.151611
	Iteration 19Q: 3 clusters Score -628653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -628663.875000 Penalty: 2749.151611
	Iteration 20F: 3 clusters Score -628663.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -628673.687500 Penalty: 2749.151611
	Iteration 21Q: 3 clusters Score -628673.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -628679.625000 Penalty: 2749.151611
	Iteration 22Q: 3 clusters Score -628679.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -628685.625000 Penalty: 2749.151611
	Iteration 23Q: 3 clusters Score -628685.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -628688.375000 Penalty: 2749.151611
	Iteration 24Q: 3 clusters Score -628688.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -628696.687500 Penalty: 2749.151611
	Iteration 25Q: 3 clusters Score -628696.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -628703.625000 Penalty: 2749.151611
	Iteration 26Q: 3 clusters Score -628703.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -628710.687500 Penalty: 2749.151611
	Iteration 27Q: 3 clusters Score -628710.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -628719.125000 Penalty: 2749.151611
	Iteration 28Q: 3 clusters Score -628719.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -628726.125000 Penalty: 2749.151611
	Iteration 29Q: 3 clusters Score -628726.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -628735.312500 Penalty: 2749.151611
	Iteration 30Q: 3 clusters Score -628735.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -628748.000000 Penalty: 2749.151611
	Iteration 31Q: 3 clusters Score -628748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -628760.875000 Penalty: 2749.151611
	Iteration 32Q: 3 clusters Score -628760.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -628769.125000 Penalty: 2749.151611
	Iteration 33Q: 3 clusters Score -628769.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -628777.437500 Penalty: 2749.151611
	Iteration 34Q: 3 clusters Score -628777.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -628786.437500 Penalty: 2749.151611
	Iteration 35Q: 3 clusters Score -628786.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -628793.437500 Penalty: 2749.151611
	Iteration 36Q: 3 clusters Score -628793.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -628800.437500 Penalty: 2749.151611
	Iteration 37Q: 3 clusters Score -628800.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -628805.750000 Penalty: 2749.151611
	Iteration 38Q: 3 clusters Score -628805.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -628810.000000 Penalty: 2749.151611
	Iteration 39Q: 3 clusters Score -628810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -628812.937500 Penalty: 2749.151611
	Iteration 40F: 3 clusters Score -628812.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -628817.187500 Penalty: 2749.151611
	Iteration 41Q: 3 clusters Score -628817.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -628819.812500 Penalty: 2749.151611
	Iteration 42Q: 3 clusters Score -628819.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -628822.875000 Penalty: 2749.151611
	Iteration 43Q: 3 clusters Score -628822.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -628824.125000 Penalty: 2749.151611
	Iteration 44Q: 3 clusters Score -628824.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -628823.125000 Penalty: 2749.151611
	Iteration 45Q: 3 clusters Score -628823.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -628824.500000 Penalty: 2749.151611
	Iteration 46Q: 3 clusters Score -628824.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -628824.937500 Penalty: 2749.151611
	Iteration 47Q: 3 clusters Score -628824.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -628826.437500 Penalty: 2749.151611
	Iteration 48Q: 3 clusters Score -628826.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -628828.125000 Penalty: 2749.151611
	Iteration 49Q: 3 clusters Score -628828.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -628827.687500 Penalty: 2749.151611
	Iteration 50Q: 3 clusters Score -628827.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -628827.687500 Penalty: 2749.151611
	Iteration 51Q: 3 clusters Score -628827.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -628828.187500 Penalty: 2749.151611
	Iteration 52Q: 3 clusters Score -628828.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -628827.937500 Penalty: 2749.151611
	Iteration 53Q: 3 clusters Score -628827.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -628828.187500 Penalty: 2749.151611
	Iteration 54Q: 3 clusters Score -628828.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -628828.437500 Penalty: 2749.151611
	Iteration 55Q: 3 clusters Score -628828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -628830.187500 Penalty: 2749.151611
	Iteration 56Q: 3 clusters Score -628830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -628829.312500 Penalty: 2749.151611
	Iteration 57Q: 3 clusters Score -628829.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -628829.312500 Penalty: 2749.151611
	Iteration 58F: 3 clusters Score -628829.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Entering Unmasked Estep 
Score: -150825.734375 Penalty: 1148.992676
	Iteration 0F: 2 clusters Score -150825.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -149265.250000 Penalty: 2297.985352
	Iteration 0F: 3 clusters Score -149265.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -149663.562500 Penalty: 2297.985352
	Iteration 1F: 3 clusters Score -149663.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -149827.750000 Penalty: 2297.985352
	Iteration 2F: 3 clusters Score -149827.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -149919.156250 Penalty: 2297.985352
	Iteration 3F: 3 clusters Score -149919.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -149984.156250 Penalty: 2297.985352
	Iteration 4Q: 3 clusters Score -149984.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -150031.156250 Penalty: 2297.985352
	Iteration 5Q: 3 clusters Score -150031.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -150063.953125 Penalty: 2297.985352
	Iteration 6Q: 3 clusters Score -150064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -150092.734375 Penalty: 2297.985352
	Iteration 7Q: 3 clusters Score -150092.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -150122.125000 Penalty: 2297.985352
	Iteration 8Q: 3 clusters Score -150122.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -150164.593750 Penalty: 2297.985352
	Iteration 9Q: 3 clusters Score -150164.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -150209.234375 Penalty: 2297.985352
	Iteration 10Q: 3 clusters Score -150209.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -150233.078125 Penalty: 2297.985352
	Iteration 11Q: 3 clusters Score -150233.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -150245.250000 Penalty: 2297.985352
	Iteration 12Q: 3 clusters Score -150245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -150250.328125 Penalty: 2297.985352
	Iteration 13Q: 3 clusters Score -150250.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -150257.328125 Penalty: 2297.985352
	Iteration 14Q: 3 clusters Score -150257.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -150263.500000 Penalty: 2297.985352
	Iteration 15Q: 3 clusters Score -150263.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -150266.890625 Penalty: 2297.985352
	Iteration 16Q: 3 clusters Score -150266.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -150269.593750 Penalty: 2297.985352
	Iteration 17Q: 3 clusters Score -150269.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -150273.671875 Penalty: 2297.985352
	Iteration 18Q: 3 clusters Score -150273.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -150275.796875 Penalty: 2297.985352
	Iteration 19Q: 3 clusters Score -150275.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -150275.796875 Penalty: 2297.985352
	Iteration 20F: 3 clusters Score -150275.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Entering Unmasked Estep 
Score: -251572.406250 Penalty: 1231.199097
	Iteration 0F: 2 clusters Score -251572.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -249543.406250 Penalty: 2462.398193
	Iteration 0F: 3 clusters Score -249543.4 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -250018.734375 Penalty: 2462.398193
	Iteration 1F: 3 clusters Score -250018.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -250207.593750 Penalty: 2462.398193
	Iteration 2F: 3 clusters Score -250207.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -250368.265625 Penalty: 2462.398193
	Iteration 3F: 3 clusters Score -250368.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -250501.625000 Penalty: 2462.398193
	Iteration 4F: 3 clusters Score -250501.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -250637.609375 Penalty: 2462.398193
	Iteration 5F: 3 clusters Score -250637.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -250741.125000 Penalty: 2462.398193
	Iteration 6Q: 3 clusters Score -250741.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -250808.062500 Penalty: 2462.398193
	Iteration 7Q: 3 clusters Score -250808.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -250868.343750 Penalty: 2462.398193
	Iteration 8Q: 3 clusters Score -250868.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -250907.890625 Penalty: 2462.398193
	Iteration 9Q: 3 clusters Score -250907.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -250933.984375 Penalty: 2462.398193
	Iteration 10Q: 3 clusters Score -250934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -250947.359375 Penalty: 2462.398193
	Iteration 11Q: 3 clusters Score -250947.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -250958.843750 Penalty: 2462.398193
	Iteration 12Q: 3 clusters Score -250958.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -250968.515625 Penalty: 2462.398193
	Iteration 13Q: 3 clusters Score -250968.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -250975.812500 Penalty: 2462.398193
	Iteration 14Q: 3 clusters Score -250975.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -250982.390625 Penalty: 2462.398193
	Iteration 15Q: 3 clusters Score -250982.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -250989.250000 Penalty: 2462.398193
	Iteration 16Q: 3 clusters Score -250989.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -250993.453125 Penalty: 2462.398193
	Iteration 17Q: 3 clusters Score -250993.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -250996.640625 Penalty: 2462.398193
	Iteration 18Q: 3 clusters Score -250996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -250997.281250 Penalty: 2462.398193
	Iteration 19Q: 3 clusters Score -250997.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -250999.187500 Penalty: 2462.398193
	Iteration 20F: 3 clusters Score -250999.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -251003.203125 Penalty: 2462.398193
	Iteration 21Q: 3 clusters Score -251003.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -251005.062500 Penalty: 2462.398193
	Iteration 22Q: 3 clusters Score -251005.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -251005.578125 Penalty: 2462.398193
	Iteration 23Q: 3 clusters Score -251005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -251006.000000 Penalty: 2462.398193
	Iteration 24Q: 3 clusters Score -251006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -251006.000000 Penalty: 2462.398193
	Iteration 25F: 3 clusters Score -251006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (14964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Entering Unmasked Estep 
Score: -2276237.000000 Penalty: 1562.177856
	Iteration 0F: 2 clusters Score -2276237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2266112.500000 Penalty: 3124.355713
	Iteration 0F: 3 clusters Score -2266112 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2269777.000000 Penalty: 3124.355713
	Iteration 1F: 3 clusters Score -2269777 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2270060.250000 Penalty: 3124.355713
	Iteration 2F: 3 clusters Score -2270060 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2270284.750000 Penalty: 3124.355713
	Iteration 3Q: 3 clusters Score -2270285 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2270489.750000 Penalty: 3124.355713
	Iteration 4Q: 3 clusters Score -2270490 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2270699.250000 Penalty: 3124.355713
	Iteration 5Q: 3 clusters Score -2270699 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2270887.750000 Penalty: 3124.355713
	Iteration 6Q: 3 clusters Score -2270888 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2271078.750000 Penalty: 3124.355713
	Iteration 7Q: 3 clusters Score -2271079 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2271282.250000 Penalty: 3124.355713
	Iteration 8Q: 3 clusters Score -2271282 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2271476.250000 Penalty: 3124.355713
	Iteration 9Q: 3 clusters Score -2271476 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2271701.000000 Penalty: 3124.355713
	Iteration 10Q: 3 clusters Score -2271701 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2271968.750000 Penalty: 3124.355713
	Iteration 11Q: 3 clusters Score -2271969 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2272261.500000 Penalty: 3124.355713
	Iteration 12Q: 3 clusters Score -2272262 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2272579.750000 Penalty: 3124.355713
	Iteration 13Q: 3 clusters Score -2272580 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2272917.750000 Penalty: 3124.355713
	Iteration 14Q: 3 clusters Score -2272918 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2273214.000000 Penalty: 3124.355713
	Iteration 15Q: 3 clusters Score -2273214 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2273429.750000 Penalty: 3124.355713
	Iteration 16Q: 3 clusters Score -2273430 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2273576.000000 Penalty: 3124.355713
	Iteration 17Q: 3 clusters Score -2273576 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2273708.000000 Penalty: 3124.355713
	Iteration 18Q: 3 clusters Score -2273708 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2273801.250000 Penalty: 3124.355713
	Iteration 19Q: 3 clusters Score -2273801 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2273903.500000 Penalty: 3124.355713
	Iteration 20F: 3 clusters Score -2273904 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2274009.000000 Penalty: 3124.355713
	Iteration 21Q: 3 clusters Score -2274009 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2274085.750000 Penalty: 3124.355713
	Iteration 22Q: 3 clusters Score -2274086 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2274157.250000 Penalty: 3124.355713
	Iteration 23Q: 3 clusters Score -2274157 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2274221.000000 Penalty: 3124.355713
	Iteration 24Q: 3 clusters Score -2274221 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2274287.250000 Penalty: 3124.355713
	Iteration 25Q: 3 clusters Score -2274287 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2274356.750000 Penalty: 3124.355713
	Iteration 26Q: 3 clusters Score -2274357 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2274417.500000 Penalty: 3124.355713
	Iteration 27Q: 3 clusters Score -2274418 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2274465.750000 Penalty: 3124.355713
	Iteration 28Q: 3 clusters Score -2274466 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2274523.000000 Penalty: 3124.355713
	Iteration 29Q: 3 clusters Score -2274523 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2274569.000000 Penalty: 3124.355713
	Iteration 30Q: 3 clusters Score -2274569 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2274610.250000 Penalty: 3124.355713
	Iteration 31Q: 3 clusters Score -2274610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2274648.500000 Penalty: 3124.355713
	Iteration 32Q: 3 clusters Score -2274648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2274682.250000 Penalty: 3124.355713
	Iteration 33Q: 3 clusters Score -2274682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2274710.500000 Penalty: 3124.355713
	Iteration 34Q: 3 clusters Score -2274710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2274738.750000 Penalty: 3124.355713
	Iteration 35Q: 3 clusters Score -2274739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2274752.750000 Penalty: 3124.355713
	Iteration 36Q: 3 clusters Score -2274753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2274768.750000 Penalty: 3124.355713
	Iteration 37Q: 3 clusters Score -2274769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2274776.750000 Penalty: 3124.355713
	Iteration 38Q: 3 clusters Score -2274777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2274780.750000 Penalty: 3124.355713
	Iteration 39Q: 3 clusters Score -2274781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2274786.000000 Penalty: 3124.355713
	Iteration 40F: 3 clusters Score -2274786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2274793.750000 Penalty: 3124.355713
	Iteration 41Q: 3 clusters Score -2274794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2274796.750000 Penalty: 3124.355713
	Iteration 42Q: 3 clusters Score -2274797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2274804.250000 Penalty: 3124.355713
	Iteration 43Q: 3 clusters Score -2274804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2274808.500000 Penalty: 3124.355713
	Iteration 44Q: 3 clusters Score -2274808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2274813.500000 Penalty: 3124.355713
	Iteration 45Q: 3 clusters Score -2274814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2274820.750000 Penalty: 3124.355713
	Iteration 46Q: 3 clusters Score -2274821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2274819.250000 Penalty: 3124.355713
	Iteration 47Q: 3 clusters Score -2274819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2274820.500000 Penalty: 3124.355713
	Iteration 48Q: 3 clusters Score -2274820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2274822.750000 Penalty: 3124.355713
	Iteration 49Q: 3 clusters Score -2274823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2274822.750000 Penalty: 3124.355713
	Iteration 50F: 3 clusters Score -2274823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (19611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Entering Unmasked Estep 
Score: -2998183.500000 Penalty: 1606.125000
	Iteration 0F: 2 clusters Score -2998184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2986105.000000 Penalty: 3212.250000
	Iteration 0F: 3 clusters Score -2986105 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2991067.000000 Penalty: 3212.250000
	Iteration 1F: 3 clusters Score -2991067 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2991498.000000 Penalty: 3212.250000
	Iteration 2F: 3 clusters Score -2991498 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2991902.750000 Penalty: 3212.250000
	Iteration 3F: 3 clusters Score -2991903 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2992287.000000 Penalty: 3212.250000
	Iteration 4F: 3 clusters Score -2992287 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2992612.500000 Penalty: 3212.250000
	Iteration 5Q: 3 clusters Score -2992612 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2992910.250000 Penalty: 3212.250000
	Iteration 6Q: 3 clusters Score -2992910 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2993182.250000 Penalty: 3212.250000
	Iteration 7Q: 3 clusters Score -2993182 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2993342.750000 Penalty: 3212.250000
	Iteration 8Q: 3 clusters Score -2993343 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2993487.750000 Penalty: 3212.250000
	Iteration 9Q: 3 clusters Score -2993488 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2993578.250000 Penalty: 3212.250000
	Iteration 10Q: 3 clusters Score -2993578 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2993645.750000 Penalty: 3212.250000
	Iteration 11Q: 3 clusters Score -2993646 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2993802.000000 Penalty: 3212.250000
	Iteration 12Q: 3 clusters Score -2993802 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2994013.750000 Penalty: 3212.250000
	Iteration 13Q: 3 clusters Score -2994014 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2994323.750000 Penalty: 3212.250000
	Iteration 14Q: 3 clusters Score -2994324 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2994720.250000 Penalty: 3212.250000
	Iteration 15Q: 3 clusters Score -2994720 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2995057.750000 Penalty: 3212.250000
	Iteration 16Q: 3 clusters Score -2995058 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2995330.750000 Penalty: 3212.250000
	Iteration 17Q: 3 clusters Score -2995331 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2995537.000000 Penalty: 3212.250000
	Iteration 18Q: 3 clusters Score -2995537 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2995713.500000 Penalty: 3212.250000
	Iteration 19Q: 3 clusters Score -2995714 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2995844.000000 Penalty: 3212.250000
	Iteration 20F: 3 clusters Score -2995844 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2995982.250000 Penalty: 3212.250000
	Iteration 21Q: 3 clusters Score -2995982 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2996081.000000 Penalty: 3212.250000
	Iteration 22Q: 3 clusters Score -2996081 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2996191.250000 Penalty: 3212.250000
	Iteration 23Q: 3 clusters Score -2996191 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2996284.250000 Penalty: 3212.250000
	Iteration 24Q: 3 clusters Score -2996284 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2996336.250000 Penalty: 3212.250000
	Iteration 25Q: 3 clusters Score -2996336 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2996391.500000 Penalty: 3212.250000
	Iteration 26Q: 3 clusters Score -2996392 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2996441.500000 Penalty: 3212.250000
	Iteration 27Q: 3 clusters Score -2996442 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2996474.250000 Penalty: 3212.250000
	Iteration 28Q: 3 clusters Score -2996474 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2996518.750000 Penalty: 3212.250000
	Iteration 29Q: 3 clusters Score -2996519 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2996550.750000 Penalty: 3212.250000
	Iteration 30Q: 3 clusters Score -2996551 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2996583.250000 Penalty: 3212.250000
	Iteration 31Q: 3 clusters Score -2996583 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2996616.000000 Penalty: 3212.250000
	Iteration 32Q: 3 clusters Score -2996616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2996618.500000 Penalty: 3212.250000
	Iteration 33Q: 3 clusters Score -2996618 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2996648.000000 Penalty: 3212.250000
	Iteration 34Q: 3 clusters Score -2996648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2996673.250000 Penalty: 3212.250000
	Iteration 35Q: 3 clusters Score -2996673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2996692.750000 Penalty: 3212.250000
	Iteration 36Q: 3 clusters Score -2996693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2996702.750000 Penalty: 3212.250000
	Iteration 37Q: 3 clusters Score -2996703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2996725.000000 Penalty: 3212.250000
	Iteration 38Q: 3 clusters Score -2996725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2996740.000000 Penalty: 3212.250000
	Iteration 39Q: 3 clusters Score -2996740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2996757.000000 Penalty: 3212.250000
	Iteration 40F: 3 clusters Score -2996757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2996769.750000 Penalty: 3212.250000
	Iteration 41Q: 3 clusters Score -2996770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2996774.500000 Penalty: 3212.250000
	Iteration 42Q: 3 clusters Score -2996774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2996783.000000 Penalty: 3212.250000
	Iteration 43Q: 3 clusters Score -2996783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2996804.250000 Penalty: 3212.250000
	Iteration 44Q: 3 clusters Score -2996804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2996811.000000 Penalty: 3212.250000
	Iteration 45Q: 3 clusters Score -2996811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2996815.250000 Penalty: 3212.250000
	Iteration 46Q: 3 clusters Score -2996815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2996816.750000 Penalty: 3212.250000
	Iteration 47Q: 3 clusters Score -2996817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2996816.250000 Penalty: 3212.250000
	Iteration 48Q: 3 clusters Score -2996816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2996815.250000 Penalty: 3212.250000
	Iteration 49Q: 3 clusters Score -2996815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2996818.500000 Penalty: 3212.250000
	Iteration 50Q: 3 clusters Score -2996818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2996814.750000 Penalty: 3212.250000
	Iteration 51Q: 3 clusters Score -2996815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2996813.750000 Penalty: 3212.250000
	Iteration 52Q: 3 clusters Score -2996814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2996813.750000 Penalty: 3212.250000
	Iteration 53F: 3 clusters Score -2996814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Entering Unmasked Estep 
Score: -832141.375000 Penalty: 1410.857422
	Iteration 0F: 2 clusters Score -832141.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -827604.062500 Penalty: 2821.714844
	Iteration 0F: 3 clusters Score -827604.1 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -828994.562500 Penalty: 2821.714844
	Iteration 1F: 3 clusters Score -828994.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -829262.062500 Penalty: 2821.714844
	Iteration 2F: 3 clusters Score -829262.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -829478.875000 Penalty: 2821.714844
	Iteration 3F: 3 clusters Score -829478.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -829660.312500 Penalty: 2821.714844
	Iteration 4F: 3 clusters Score -829660.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -829860.750000 Penalty: 2821.714844
	Iteration 5F: 3 clusters Score -829860.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -830076.812500 Penalty: 2821.714844
	Iteration 6Q: 3 clusters Score -830076.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -830369.375000 Penalty: 2821.714844
	Iteration 7F: 3 clusters Score -830369.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -830632.687500 Penalty: 2821.714844
	Iteration 8F: 3 clusters Score -830632.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -830857.250000 Penalty: 2821.714844
	Iteration 9Q: 3 clusters Score -830857.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -831023.375000 Penalty: 2821.714844
	Iteration 10Q: 3 clusters Score -831023.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -831131.875000 Penalty: 2821.714844
	Iteration 11Q: 3 clusters Score -831131.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -831205.750000 Penalty: 2821.714844
	Iteration 12Q: 3 clusters Score -831205.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -831246.812500 Penalty: 2821.714844
	Iteration 13Q: 3 clusters Score -831246.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -831269.125000 Penalty: 2821.714844
	Iteration 14Q: 3 clusters Score -831269.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -831294.125000 Penalty: 2821.714844
	Iteration 15Q: 3 clusters Score -831294.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -831309.812500 Penalty: 2821.714844
	Iteration 16Q: 3 clusters Score -831309.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -831325.250000 Penalty: 2821.714844
	Iteration 17Q: 3 clusters Score -831325.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -831334.187500 Penalty: 2821.714844
	Iteration 18Q: 3 clusters Score -831334.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -831338.187500 Penalty: 2821.714844
	Iteration 19Q: 3 clusters Score -831338.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -831345.375000 Penalty: 2821.714844
	Iteration 20F: 3 clusters Score -831345.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -831348.937500 Penalty: 2821.714844
	Iteration 21Q: 3 clusters Score -831348.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -831351.562500 Penalty: 2821.714844
	Iteration 22Q: 3 clusters Score -831351.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -831352.875000 Penalty: 2821.714844
	Iteration 23Q: 3 clusters Score -831352.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -831355.875000 Penalty: 2821.714844
	Iteration 24Q: 3 clusters Score -831355.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -831358.500000 Penalty: 2821.714844
	Iteration 25Q: 3 clusters Score -831358.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -831357.375000 Penalty: 2821.714844
	Iteration 26Q: 3 clusters Score -831357.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -831361.000000 Penalty: 2821.714844
	Iteration 27Q: 3 clusters Score -831361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -831364.000000 Penalty: 2821.714844
	Iteration 28Q: 3 clusters Score -831364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -831365.062500 Penalty: 2821.714844
	Iteration 29Q: 3 clusters Score -831365.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -831368.437500 Penalty: 2821.714844
	Iteration 30Q: 3 clusters Score -831368.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -831371.687500 Penalty: 2821.714844
	Iteration 31Q: 3 clusters Score -831371.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -831374.000000 Penalty: 2821.714844
	Iteration 32Q: 3 clusters Score -831374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -831374.687500 Penalty: 2821.714844
	Iteration 33Q: 3 clusters Score -831374.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -831377.125000 Penalty: 2821.714844
	Iteration 34Q: 3 clusters Score -831377.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -831379.000000 Penalty: 2821.714844
	Iteration 35Q: 3 clusters Score -831379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -831381.187500 Penalty: 2821.714844
	Iteration 36Q: 3 clusters Score -831381.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -831382.500000 Penalty: 2821.714844
	Iteration 37Q: 3 clusters Score -831382.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -831381.500000 Penalty: 2821.714844
	Iteration 38Q: 3 clusters Score -831381.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -831381.500000 Penalty: 2821.714844
	Iteration 39F: 3 clusters Score -831381.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -171226.671875 Penalty: 1172.237427
	Iteration 0F: 2 clusters Score -171226.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -169584.687500 Penalty: 2344.474854
	Iteration 0F: 3 clusters Score -169584.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -170203.500000 Penalty: 2344.474854
	Iteration 1F: 3 clusters Score -170203.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -170532.671875 Penalty: 2344.474854
	Iteration 2F: 3 clusters Score -170532.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -170723.953125 Penalty: 2344.474854
	Iteration 3F: 3 clusters Score -170724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -170821.296875 Penalty: 2344.474854
	Iteration 4Q: 3 clusters Score -170821.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -170908.015625 Penalty: 2344.474854
	Iteration 5Q: 3 clusters Score -170908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -170964.609375 Penalty: 2344.474854
	Iteration 6Q: 3 clusters Score -170964.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -171013.078125 Penalty: 2344.474854
	Iteration 7Q: 3 clusters Score -171013.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -171065.859375 Penalty: 2344.474854
	Iteration 8Q: 3 clusters Score -171065.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -171125.750000 Penalty: 2344.474854
	Iteration 9Q: 3 clusters Score -171125.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -171165.625000 Penalty: 2344.474854
	Iteration 10Q: 3 clusters Score -171165.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -171202.515625 Penalty: 2344.474854
	Iteration 11Q: 3 clusters Score -171202.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -171235.390625 Penalty: 2344.474854
	Iteration 12Q: 3 clusters Score -171235.4 nChanged 17
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: -171251.046875 Penalty: 2344.474854
	Iteration 13Q: 3 clusters Score -171251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -171267.781250 Penalty: 2344.474854
	Iteration 14Q: 3 clusters Score -171267.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -171275.062500 Penalty: 2344.474854
	Iteration 15Q: 3 clusters Score -171275.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -171281.750000 Penalty: 2344.474854
	Iteration 16Q: 3 clusters Score -171281.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -171287.875000 Penalty: 2344.474854
	Iteration 17Q: 3 clusters Score -171287.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -171289.093750 Penalty: 2344.474854
	Iteration 18Q: 3 clusters Score -171289.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -171290.765625 Penalty: 2344.474854
	Iteration 19Q: 3 clusters Score -171290.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -171292.359375 Penalty: 2344.474854
	Iteration 20F: 3 clusters Score -171292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -171293.484375 Penalty: 2344.474854
	Iteration 21Q: 3 clusters Score -171293.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -171294.218750 Penalty: 2344.474854
	Iteration 22Q: 3 clusters Score -171294.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -171294.218750 Penalty: 2344.474854
	Iteration 23F: 3 clusters Score -171294.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29680 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10787 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 22225 members 
Mstep: Class 13 contains 8274 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7933 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 8079 members 
Mstep: Class 27 contains 12531 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12026 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31406 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24781 members 
Mstep: Class 44 contains 16090 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1329 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12558 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 628 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23258 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5121 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15461 members 
Mstep: Class 81 contains 730 members 
Entering Unmasked Estep 
Score: -85943728.000000 Penalty: 175152.437500
Splitting cluster 65 changes total score from -85944544.000000 to -85943728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -225609.406250 Penalty: 1204.672241
	Iteration 0F: 2 clusters Score -225609.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -223735.546875 Penalty: 2409.344482
	Iteration 0F: 3 clusters Score -223735.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -224193.765625 Penalty: 2409.344482
	Iteration 1F: 3 clusters Score -224193.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -224392.562500 Penalty: 2409.344482
	Iteration 2F: 3 clusters Score -224392.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -224517.015625 Penalty: 2409.344482
	Iteration 3F: 3 clusters Score -224517 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -224598.468750 Penalty: 2409.344482
	Iteration 4Q: 3 clusters Score -224598.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -224645.687500 Penalty: 2409.344482
	Iteration 5Q: 3 clusters Score -224645.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -224690.984375 Penalty: 2409.344482
	Iteration 6Q: 3 clusters Score -224691 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -224730.421875 Penalty: 2409.344482
	Iteration 7Q: 3 clusters Score -224730.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -224769.296875 Penalty: 2409.344482
	Iteration 8Q: 3 clusters Score -224769.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -224797.250000 Penalty: 2409.344482
	Iteration 9Q: 3 clusters Score -224797.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -224816.546875 Penalty: 2409.344482
	Iteration 10Q: 3 clusters Score -224816.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -224829.171875 Penalty: 2409.344482
	Iteration 11Q: 3 clusters Score -224829.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -224842.578125 Penalty: 2409.344482
	Iteration 12Q: 3 clusters Score -224842.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -224850.546875 Penalty: 2409.344482
	Iteration 13Q: 3 clusters Score -224850.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -224851.781250 Penalty: 2409.344482
	Iteration 14Q: 3 clusters Score -224851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -224853.078125 Penalty: 2409.344482
	Iteration 15Q: 3 clusters Score -224853.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -224854.750000 Penalty: 2409.344482
	Iteration 16Q: 3 clusters Score -224854.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -224856.343750 Penalty: 2409.344482
	Iteration 17Q: 3 clusters Score -224856.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -224857.765625 Penalty: 2409.344482
	Iteration 18Q: 3 clusters Score -224857.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -224858.171875 Penalty: 2409.344482
	Iteration 19Q: 3 clusters Score -224858.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -224858.984375 Penalty: 2409.344482
	Iteration 20F: 3 clusters Score -224859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -224861.156250 Penalty: 2409.344482
	Iteration 21Q: 3 clusters Score -224861.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -224862.343750 Penalty: 2409.344482
	Iteration 22Q: 3 clusters Score -224862.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -224864.531250 Penalty: 2409.344482
	Iteration 23Q: 3 clusters Score -224864.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -224867.203125 Penalty: 2409.344482
	Iteration 24Q: 3 clusters Score -224867.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -224868.796875 Penalty: 2409.344482
	Iteration 25Q: 3 clusters Score -224868.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -224870.281250 Penalty: 2409.344482
	Iteration 26Q: 3 clusters Score -224870.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -224871.109375 Penalty: 2409.344482
	Iteration 27Q: 3 clusters Score -224871.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -224871.109375 Penalty: 2409.344482
	Iteration 28F: 3 clusters Score -224871.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -145235.828125 Penalty: 1146.628418
	Iteration 0F: 2 clusters Score -145235.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -143694.093750 Penalty: 2293.256836
	Iteration 0F: 3 clusters Score -143694.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -144027.906250 Penalty: 2293.256836
	Iteration 1F: 3 clusters Score -144027.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -144185.296875 Penalty: 2293.256836
	Iteration 2F: 3 clusters Score -144185.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -144285.109375 Penalty: 2293.256836
	Iteration 3F: 3 clusters Score -144285.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -144353.500000 Penalty: 2293.256836
	Iteration 4Q: 3 clusters Score -144353.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -144406.609375 Penalty: 2293.256836
	Iteration 5Q: 3 clusters Score -144406.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -144449.781250 Penalty: 2293.256836
	Iteration 6Q: 3 clusters Score -144449.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -144485.671875 Penalty: 2293.256836
	Iteration 7Q: 3 clusters Score -144485.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -144511.734375 Penalty: 2293.256836
	Iteration 8Q: 3 clusters Score -144511.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -144534.390625 Penalty: 2293.256836
	Iteration 9Q: 3 clusters Score -144534.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -144557.156250 Penalty: 2293.256836
	Iteration 10Q: 3 clusters Score -144557.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -144572.765625 Penalty: 2293.256836
	Iteration 11Q: 3 clusters Score -144572.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -144590.203125 Penalty: 2293.256836
	Iteration 12Q: 3 clusters Score -144590.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -144598.812500 Penalty: 2293.256836
	Iteration 13Q: 3 clusters Score -144598.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -144605.250000 Penalty: 2293.256836
	Iteration 14Q: 3 clusters Score -144605.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -144608.171875 Penalty: 2293.256836
	Iteration 15Q: 3 clusters Score -144608.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -144609.421875 Penalty: 2293.256836
	Iteration 16Q: 3 clusters Score -144609.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -144610.546875 Penalty: 2293.256836
	Iteration 17Q: 3 clusters Score -144610.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -144611.468750 Penalty: 2293.256836
	Iteration 18Q: 3 clusters Score -144611.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -144613.359375 Penalty: 2293.256836
	Iteration 19Q: 3 clusters Score -144613.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -144613.359375 Penalty: 2293.256836
	Iteration 20F: 3 clusters Score -144613.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -142559.609375 Penalty: 1143.944824
	Iteration 0F: 2 clusters Score -142559.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -141056.296875 Penalty: 2287.889648
	Iteration 0F: 3 clusters Score -141056.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -141425.218750 Penalty: 2287.889648
	Iteration 1F: 3 clusters Score -141425.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -141607.046875 Penalty: 2287.889648
	Iteration 2F: 3 clusters Score -141607 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -141746.406250 Penalty: 2287.889648
	Iteration 3F: 3 clusters Score -141746.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -141887.437500 Penalty: 2287.889648
	Iteration 4F: 3 clusters Score -141887.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -142008.468750 Penalty: 2287.889648
	Iteration 5F: 3 clusters Score -142008.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -142122.796875 Penalty: 2287.889648
	Iteration 6F: 3 clusters Score -142122.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -142238.953125 Penalty: 2287.889648
	Iteration 7Q: 3 clusters Score -142239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -142281.781250 Penalty: 2287.889648
	Iteration 8Q: 3 clusters Score -142281.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -142327.671875 Penalty: 2287.889648
	Iteration 9Q: 3 clusters Score -142327.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -142351.218750 Penalty: 2287.889648
	Iteration 10Q: 3 clusters Score -142351.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -142360.281250 Penalty: 2287.889648
	Iteration 11Q: 3 clusters Score -142360.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -142365.140625 Penalty: 2287.889648
	Iteration 12Q: 3 clusters Score -142365.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -142370.781250 Penalty: 2287.889648
	Iteration 13Q: 3 clusters Score -142370.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -142376.703125 Penalty: 2287.889648
	Iteration 14Q: 3 clusters Score -142376.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -142378.921875 Penalty: 2287.889648
	Iteration 15Q: 3 clusters Score -142378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -142379.000000 Penalty: 2287.889648
	Iteration 16Q: 3 clusters Score -142379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -142379.000000 Penalty: 2287.889648
	Iteration 17F: 3 clusters Score -142379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (23258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Entering Unmasked Estep 
Score: -3540231.750000 Penalty: 1633.840698
	Iteration 0F: 2 clusters Score -3540232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3526195.500000 Penalty: 3267.681396
	Iteration 0F: 3 clusters Score -3526196 nChanged 10609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3532122.000000 Penalty: 3267.681396
	Iteration 1F: 3 clusters Score -3532122 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -3532540.750000 Penalty: 3267.681396
	Iteration 2F: 3 clusters Score -3532541 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -3532975.500000 Penalty: 3267.681396
	Iteration 3F: 3 clusters Score -3532976 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3533494.750000 Penalty: 3267.681396
	Iteration 4F: 3 clusters Score -3533495 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3534150.750000 Penalty: 3267.681396
	Iteration 5F: 3 clusters Score -3534151 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -3534951.750000 Penalty: 3267.681396
	Iteration 6F: 3 clusters Score -3534952 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3535921.000000 Penalty: 3267.681396
	Iteration 7F: 3 clusters Score -3535921 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -3536943.250000 Penalty: 3267.681396
	Iteration 8F: 3 clusters Score -3536943 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3537720.250000 Penalty: 3267.681396
	Iteration 9F: 3 clusters Score -3537720 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3538188.000000 Penalty: 3267.681396
	Iteration 10Q: 3 clusters Score -3538188 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3538435.250000 Penalty: 3267.681396
	Iteration 11Q: 3 clusters Score -3538435 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3538589.000000 Penalty: 3267.681396
	Iteration 12Q: 3 clusters Score -3538589 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3538677.250000 Penalty: 3267.681396
	Iteration 13Q: 3 clusters Score -3538677 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3538721.750000 Penalty: 3267.681396
	Iteration 14Q: 3 clusters Score -3538722 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3538760.250000 Penalty: 3267.681396
	Iteration 15Q: 3 clusters Score -3538760 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3538790.250000 Penalty: 3267.681396
	Iteration 16Q: 3 clusters Score -3538790 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3538810.250000 Penalty: 3267.681396
	Iteration 17Q: 3 clusters Score -3538810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3538831.500000 Penalty: 3267.681396
	Iteration 18Q: 3 clusters Score -3538832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3538842.000000 Penalty: 3267.681396
	Iteration 19Q: 3 clusters Score -3538842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3538848.000000 Penalty: 3267.681396
	Iteration 20F: 3 clusters Score -3538848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3538855.250000 Penalty: 3267.681396
	Iteration 21Q: 3 clusters Score -3538855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3538854.500000 Penalty: 3267.681396
	Iteration 22Q: 3 clusters Score -3538854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3538861.500000 Penalty: 3267.681396
	Iteration 23Q: 3 clusters Score -3538862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3538862.500000 Penalty: 3267.681396
	Iteration 24Q: 3 clusters Score -3538862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3538865.000000 Penalty: 3267.681396
	Iteration 25Q: 3 clusters Score -3538865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3538864.750000 Penalty: 3267.681396
	Iteration 26Q: 3 clusters Score -3538865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3538864.750000 Penalty: 3267.681396
	Iteration 27F: 3 clusters Score -3538865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (14767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Entering Unmasked Estep 
Score: -2247389.500000 Penalty: 1560.024414
	Iteration 0F: 2 clusters Score -2247390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2237492.000000 Penalty: 3120.048828
	Iteration 0F: 3 clusters Score -2237492 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2241153.000000 Penalty: 3120.048828
	Iteration 1F: 3 clusters Score -2241153 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2241563.000000 Penalty: 3120.048828
	Iteration 2F: 3 clusters Score -2241563 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2241924.500000 Penalty: 3120.048828
	Iteration 3F: 3 clusters Score -2241924 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2242233.000000 Penalty: 3120.048828
	Iteration 4F: 3 clusters Score -2242233 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2242513.750000 Penalty: 3120.048828
	Iteration 5Q: 3 clusters Score -2242514 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2242711.750000 Penalty: 3120.048828
	Iteration 6Q: 3 clusters Score -2242712 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2242890.500000 Penalty: 3120.048828
	Iteration 7Q: 3 clusters Score -2242890 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2243066.000000 Penalty: 3120.048828
	Iteration 8Q: 3 clusters Score -2243066 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2243242.000000 Penalty: 3120.048828
	Iteration 9Q: 3 clusters Score -2243242 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2243409.000000 Penalty: 3120.048828
	Iteration 10Q: 3 clusters Score -2243409 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2243588.500000 Penalty: 3120.048828
	Iteration 11Q: 3 clusters Score -2243588 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2243759.500000 Penalty: 3120.048828
	Iteration 12Q: 3 clusters Score -2243760 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2243967.250000 Penalty: 3120.048828
	Iteration 13Q: 3 clusters Score -2243967 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2244177.500000 Penalty: 3120.048828
	Iteration 14Q: 3 clusters Score -2244178 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2244379.500000 Penalty: 3120.048828
	Iteration 15Q: 3 clusters Score -2244380 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2244591.750000 Penalty: 3120.048828
	Iteration 16Q: 3 clusters Score -2244592 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2244812.750000 Penalty: 3120.048828
	Iteration 17Q: 3 clusters Score -2244813 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2245024.750000 Penalty: 3120.048828
	Iteration 18Q: 3 clusters Score -2245025 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2245225.000000 Penalty: 3120.048828
	Iteration 19Q: 3 clusters Score -2245225 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2245394.500000 Penalty: 3120.048828
	Iteration 20F: 3 clusters Score -2245394 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2245538.250000 Penalty: 3120.048828
	Iteration 21Q: 3 clusters Score -2245538 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2245662.500000 Penalty: 3120.048828
	Iteration 22Q: 3 clusters Score -2245662 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2245742.750000 Penalty: 3120.048828
	Iteration 23Q: 3 clusters Score -2245743 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2245825.500000 Penalty: 3120.048828
	Iteration 24Q: 3 clusters Score -2245826 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2245868.250000 Penalty: 3120.048828
	Iteration 25Q: 3 clusters Score -2245868 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2245898.000000 Penalty: 3120.048828
	Iteration 26Q: 3 clusters Score -2245898 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2245924.250000 Penalty: 3120.048828
	Iteration 27Q: 3 clusters Score -2245924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2245946.500000 Penalty: 3120.048828
	Iteration 28Q: 3 clusters Score -2245946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2245971.000000 Penalty: 3120.048828
	Iteration 29Q: 3 clusters Score -2245971 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2245986.500000 Penalty: 3120.048828
	Iteration 30Q: 3 clusters Score -2245986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2245992.500000 Penalty: 3120.048828
	Iteration 31Q: 3 clusters Score -2245992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2246007.750000 Penalty: 3120.048828
	Iteration 32Q: 3 clusters Score -2246008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2246012.000000 Penalty: 3120.048828
	Iteration 33Q: 3 clusters Score -2246012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2246017.500000 Penalty: 3120.048828
	Iteration 34Q: 3 clusters Score -2246018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2246023.500000 Penalty: 3120.048828
	Iteration 35Q: 3 clusters Score -2246024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2246033.750000 Penalty: 3120.048828
	Iteration 36Q: 3 clusters Score -2246034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2246035.750000 Penalty: 3120.048828
	Iteration 37Q: 3 clusters Score -2246036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2246037.500000 Penalty: 3120.048828
	Iteration 38Q: 3 clusters Score -2246038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2246034.000000 Penalty: 3120.048828
	Iteration 39Q: 3 clusters Score -2246034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2246038.000000 Penalty: 3120.048828
	Iteration 40F: 3 clusters Score -2246038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2246040.500000 Penalty: 3120.048828
	Iteration 41Q: 3 clusters Score -2246040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2246042.250000 Penalty: 3120.048828
	Iteration 42Q: 3 clusters Score -2246042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2246044.500000 Penalty: 3120.048828
	Iteration 43Q: 3 clusters Score -2246044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2246043.250000 Penalty: 3120.048828
	Iteration 44Q: 3 clusters Score -2246043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2246043.500000 Penalty: 3120.048828
	Iteration 45Q: 3 clusters Score -2246044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2246046.000000 Penalty: 3120.048828
	Iteration 46Q: 3 clusters Score -2246046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2246048.750000 Penalty: 3120.048828
	Iteration 47Q: 3 clusters Score -2246049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2246048.250000 Penalty: 3120.048828
	Iteration 48Q: 3 clusters Score -2246048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2246052.250000 Penalty: 3120.048828
	Iteration 49Q: 3 clusters Score -2246052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2246056.000000 Penalty: 3120.048828
	Iteration 50Q: 3 clusters Score -2246056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2246063.750000 Penalty: 3120.048828
	Iteration 51Q: 3 clusters Score -2246064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2246065.500000 Penalty: 3120.048828
	Iteration 52Q: 3 clusters Score -2246066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2246066.500000 Penalty: 3120.048828
	Iteration 53Q: 3 clusters Score -2246066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2246068.750000 Penalty: 3120.048828
	Iteration 54Q: 3 clusters Score -2246069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2246067.500000 Penalty: 3120.048828
	Iteration 55Q: 3 clusters Score -2246068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2246071.750000 Penalty: 3120.048828
	Iteration 56Q: 3 clusters Score -2246072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2246070.250000 Penalty: 3120.048828
	Iteration 57Q: 3 clusters Score -2246070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2246070.250000 Penalty: 3120.048828
	Iteration 58F: 3 clusters Score -2246070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (17971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Entering Unmasked Estep 
Score: -2754706.750000 Penalty: 1591.933594
	Iteration 0F: 2 clusters Score -2754707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2743027.750000 Penalty: 3183.867188
	Iteration 0F: 3 clusters Score -2743028 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2747299.000000 Penalty: 3183.867188
	Iteration 1F: 3 clusters Score -2747299 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2747614.750000 Penalty: 3183.867188
	Iteration 2F: 3 clusters Score -2747615 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2747891.250000 Penalty: 3183.867188
	Iteration 3Q: 3 clusters Score -2747891 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2748122.000000 Penalty: 3183.867188
	Iteration 4Q: 3 clusters Score -2748122 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2748345.000000 Penalty: 3183.867188
	Iteration 5Q: 3 clusters Score -2748345 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2748554.000000 Penalty: 3183.867188
	Iteration 6Q: 3 clusters Score -2748554 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2748758.250000 Penalty: 3183.867188
	Iteration 7Q: 3 clusters Score -2748758 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2748940.250000 Penalty: 3183.867188
	Iteration 8Q: 3 clusters Score -2748940 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2749113.750000 Penalty: 3183.867188
	Iteration 9Q: 3 clusters Score -2749114 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2749321.000000 Penalty: 3183.867188
	Iteration 10Q: 3 clusters Score -2749321 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2749570.250000 Penalty: 3183.867188
	Iteration 11Q: 3 clusters Score -2749570 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2749837.750000 Penalty: 3183.867188
	Iteration 12Q: 3 clusters Score -2749838 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2750126.000000 Penalty: 3183.867188
	Iteration 13Q: 3 clusters Score -2750126 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2750438.500000 Penalty: 3183.867188
	Iteration 14Q: 3 clusters Score -2750438 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2750803.000000 Penalty: 3183.867188
	Iteration 15Q: 3 clusters Score -2750803 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2751216.250000 Penalty: 3183.867188
	Iteration 16Q: 3 clusters Score -2751216 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2751683.000000 Penalty: 3183.867188
	Iteration 17Q: 3 clusters Score -2751683 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2752146.250000 Penalty: 3183.867188
	Iteration 18Q: 3 clusters Score -2752146 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2752534.750000 Penalty: 3183.867188
	Iteration 19Q: 3 clusters Score -2752535 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2752819.750000 Penalty: 3183.867188
	Iteration 20F: 3 clusters Score -2752820 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2753000.500000 Penalty: 3183.867188
	Iteration 21Q: 3 clusters Score -2753000 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2753115.000000 Penalty: 3183.867188
	Iteration 22Q: 3 clusters Score -2753115 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2753204.500000 Penalty: 3183.867188
	Iteration 23Q: 3 clusters Score -2753204 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2753258.750000 Penalty: 3183.867188
	Iteration 24Q: 3 clusters Score -2753259 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2753304.250000 Penalty: 3183.867188
	Iteration 25Q: 3 clusters Score -2753304 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2753331.250000 Penalty: 3183.867188
	Iteration 26Q: 3 clusters Score -2753331 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2753360.000000 Penalty: 3183.867188
	Iteration 27Q: 3 clusters Score -2753360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2753382.750000 Penalty: 3183.867188
	Iteration 28Q: 3 clusters Score -2753383 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2753402.000000 Penalty: 3183.867188
	Iteration 29Q: 3 clusters Score -2753402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2753409.750000 Penalty: 3183.867188
	Iteration 30Q: 3 clusters Score -2753410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2753417.750000 Penalty: 3183.867188
	Iteration 31Q: 3 clusters Score -2753418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2753429.500000 Penalty: 3183.867188
	Iteration 32Q: 3 clusters Score -2753430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2753437.500000 Penalty: 3183.867188
	Iteration 33Q: 3 clusters Score -2753438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2753442.000000 Penalty: 3183.867188
	Iteration 34Q: 3 clusters Score -2753442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2753451.500000 Penalty: 3183.867188
	Iteration 35Q: 3 clusters Score -2753452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2753448.750000 Penalty: 3183.867188
	Iteration 36Q: 3 clusters Score -2753449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2753451.750000 Penalty: 3183.867188
	Iteration 37Q: 3 clusters Score -2753452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2753453.250000 Penalty: 3183.867188
	Iteration 38Q: 3 clusters Score -2753453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2753455.000000 Penalty: 3183.867188
	Iteration 39Q: 3 clusters Score -2753455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2753456.000000 Penalty: 3183.867188
	Iteration 40F: 3 clusters Score -2753456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2753454.500000 Penalty: 3183.867188
	Iteration 41Q: 3 clusters Score -2753454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2753457.750000 Penalty: 3183.867188
	Iteration 42Q: 3 clusters Score -2753458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2753456.750000 Penalty: 3183.867188
	Iteration 43Q: 3 clusters Score -2753457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2753459.750000 Penalty: 3183.867188
	Iteration 44Q: 3 clusters Score -2753460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2753458.250000 Penalty: 3183.867188
	Iteration 45Q: 3 clusters Score -2753458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2753463.000000 Penalty: 3183.867188
	Iteration 46Q: 3 clusters Score -2753463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2753462.750000 Penalty: 3183.867188
	Iteration 47Q: 3 clusters Score -2753463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2753466.500000 Penalty: 3183.867188
	Iteration 48Q: 3 clusters Score -2753466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2753473.750000 Penalty: 3183.867188
	Iteration 49Q: 3 clusters Score -2753474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2753480.000000 Penalty: 3183.867188
	Iteration 50Q: 3 clusters Score -2753480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2753485.250000 Penalty: 3183.867188
	Iteration 51Q: 3 clusters Score -2753485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2753490.000000 Penalty: 3183.867188
	Iteration 52Q: 3 clusters Score -2753490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2753491.500000 Penalty: 3183.867188
	Iteration 53Q: 3 clusters Score -2753492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2753489.750000 Penalty: 3183.867188
	Iteration 54Q: 3 clusters Score -2753490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2753489.500000 Penalty: 3183.867188
	Iteration 55Q: 3 clusters Score -2753490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2753499.750000 Penalty: 3183.867188
	Iteration 56Q: 3 clusters Score -2753500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2753503.500000 Penalty: 3183.867188
	Iteration 57Q: 3 clusters Score -2753504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2753509.750000 Penalty: 3183.867188
	Iteration 58Q: 3 clusters Score -2753510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2753518.500000 Penalty: 3183.867188
	Iteration 59Q: 3 clusters Score -2753518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2753522.500000 Penalty: 3183.867188
	Iteration 60F: 3 clusters Score -2753522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2753526.000000 Penalty: 3183.867188
	Iteration 61Q: 3 clusters Score -2753526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2753531.500000 Penalty: 3183.867188
	Iteration 62Q: 3 clusters Score -2753532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2753531.750000 Penalty: 3183.867188
	Iteration 63Q: 3 clusters Score -2753532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2753531.500000 Penalty: 3183.867188
	Iteration 64Q: 3 clusters Score -2753532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2753530.500000 Penalty: 3183.867188
	Iteration 65Q: 3 clusters Score -2753530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2753533.250000 Penalty: 3183.867188
	Iteration 66Q: 3 clusters Score -2753533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2753535.750000 Penalty: 3183.867188
	Iteration 67Q: 3 clusters Score -2753536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2753537.250000 Penalty: 3183.867188
	Iteration 68Q: 3 clusters Score -2753537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2753536.250000 Penalty: 3183.867188
	Iteration 69Q: 3 clusters Score -2753536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2753537.750000 Penalty: 3183.867188
	Iteration 70Q: 3 clusters Score -2753538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2753540.000000 Penalty: 3183.867188
	Iteration 71Q: 3 clusters Score -2753540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2753542.250000 Penalty: 3183.867188
	Iteration 72Q: 3 clusters Score -2753542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2753541.250000 Penalty: 3183.867188
	Iteration 73Q: 3 clusters Score -2753541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2753541.250000 Penalty: 3183.867188
	Iteration 74F: 3 clusters Score -2753541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (20434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Entering Unmasked Estep 
Score: -3116441.750000 Penalty: 1612.805298
	Iteration 0F: 2 clusters Score -3116442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -3103694.000000 Penalty: 3225.610596
	Iteration 0F: 3 clusters Score -3103694 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -3108860.000000 Penalty: 3225.610596
	Iteration 1F: 3 clusters Score -3108860 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -3109407.750000 Penalty: 3225.610596
	Iteration 2F: 3 clusters Score -3109408 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -3109961.500000 Penalty: 3225.610596
	Iteration 3F: 3 clusters Score -3109962 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3110554.250000 Penalty: 3225.610596
	Iteration 4F: 3 clusters Score -3110554 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -3111146.750000 Penalty: 3225.610596
	Iteration 5F: 3 clusters Score -3111147 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -3111811.500000 Penalty: 3225.610596
	Iteration 6F: 3 clusters Score -3111812 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -3112517.750000 Penalty: 3225.610596
	Iteration 7F: 3 clusters Score -3112518 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -3113199.000000 Penalty: 3225.610596
	Iteration 8Q: 3 clusters Score -3113199 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -3113808.750000 Penalty: 3225.610596
	Iteration 9Q: 3 clusters Score -3113809 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -3114324.500000 Penalty: 3225.610596
	Iteration 10Q: 3 clusters Score -3114324 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -3114604.250000 Penalty: 3225.610596
	Iteration 11Q: 3 clusters Score -3114604 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3114796.250000 Penalty: 3225.610596
	Iteration 12Q: 3 clusters Score -3114796 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -3114881.250000 Penalty: 3225.610596
	Iteration 13Q: 3 clusters Score -3114881 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -3114948.750000 Penalty: 3225.610596
	Iteration 14Q: 3 clusters Score -3114949 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -3114982.250000 Penalty: 3225.610596
	Iteration 15Q: 3 clusters Score -3114982 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -3115013.500000 Penalty: 3225.610596
	Iteration 16Q: 3 clusters Score -3115014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -3115047.500000 Penalty: 3225.610596
	Iteration 17Q: 3 clusters Score -3115048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -3115065.250000 Penalty: 3225.610596
	Iteration 18Q: 3 clusters Score -3115065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -3115085.500000 Penalty: 3225.610596
	Iteration 19Q: 3 clusters Score -3115086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -3115099.500000 Penalty: 3225.610596
	Iteration 20F: 3 clusters Score -3115100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -3115103.250000 Penalty: 3225.610596
	Iteration 21Q: 3 clusters Score -3115103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -3115110.750000 Penalty: 3225.610596
	Iteration 22Q: 3 clusters Score -3115111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3115115.250000 Penalty: 3225.610596
	Iteration 23Q: 3 clusters Score -3115115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -3115128.000000 Penalty: 3225.610596
	Iteration 24Q: 3 clusters Score -3115128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -3115127.250000 Penalty: 3225.610596
	Iteration 25Q: 3 clusters Score -3115127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -3115127.250000 Penalty: 3225.610596
	Iteration 26F: 3 clusters Score -3115127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -156792.906250 Penalty: 1133.352783
	Iteration 0F: 2 clusters Score -156792.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -155295.968750 Penalty: 2266.705566
	Iteration 0F: 3 clusters Score -155296 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -155611.562500 Penalty: 2266.705566
	Iteration 1F: 3 clusters Score -155611.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -155709.109375 Penalty: 2266.705566
	Iteration 2F: 3 clusters Score -155709.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -155756.000000 Penalty: 2266.705566
	Iteration 3Q: 3 clusters Score -155756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -155784.671875 Penalty: 2266.705566
	Iteration 4Q: 3 clusters Score -155784.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -155807.625000 Penalty: 2266.705566
	Iteration 5Q: 3 clusters Score -155807.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -155824.781250 Penalty: 2266.705566
	Iteration 6Q: 3 clusters Score -155824.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -155850.890625 Penalty: 2266.705566
	Iteration 7Q: 3 clusters Score -155850.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -155874.718750 Penalty: 2266.705566
	Iteration 8Q: 3 clusters Score -155874.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -155891.953125 Penalty: 2266.705566
	Iteration 9Q: 3 clusters Score -155892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -155908.578125 Penalty: 2266.705566
	Iteration 10Q: 3 clusters Score -155908.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -155921.187500 Penalty: 2266.705566
	Iteration 11Q: 3 clusters Score -155921.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -155930.625000 Penalty: 2266.705566
	Iteration 12Q: 3 clusters Score -155930.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -155940.046875 Penalty: 2266.705566
	Iteration 13Q: 3 clusters Score -155940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -155948.546875 Penalty: 2266.705566
	Iteration 14Q: 3 clusters Score -155948.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -155956.890625 Penalty: 2266.705566
	Iteration 15Q: 3 clusters Score -155956.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -155964.734375 Penalty: 2266.705566
	Iteration 16Q: 3 clusters Score -155964.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -155971.343750 Penalty: 2266.705566
	Iteration 17Q: 3 clusters Score -155971.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -155980.250000 Penalty: 2266.705566
	Iteration 18Q: 3 clusters Score -155980.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -155989.468750 Penalty: 2266.705566
	Iteration 19Q: 3 clusters Score -155989.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -155997.046875 Penalty: 2266.705566
	Iteration 20F: 3 clusters Score -155997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -156007.703125 Penalty: 2266.705566
	Iteration 21Q: 3 clusters Score -156007.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -156012.812500 Penalty: 2266.705566
	Iteration 22Q: 3 clusters Score -156012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -156018.640625 Penalty: 2266.705566
	Iteration 23Q: 3 clusters Score -156018.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -156023.875000 Penalty: 2266.705566
	Iteration 24Q: 3 clusters Score -156023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -156028.984375 Penalty: 2266.705566
	Iteration 25Q: 3 clusters Score -156029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156033.531250 Penalty: 2266.705566
	Iteration 26Q: 3 clusters Score -156033.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -156035.609375 Penalty: 2266.705566
	Iteration 27Q: 3 clusters Score -156035.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -156038.656250 Penalty: 2266.705566
	Iteration 28Q: 3 clusters Score -156038.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -156039.296875 Penalty: 2266.705566
	Iteration 29Q: 3 clusters Score -156039.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -156040.968750 Penalty: 2266.705566
	Iteration 30Q: 3 clusters Score -156041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -156041.906250 Penalty: 2266.705566
	Iteration 31Q: 3 clusters Score -156041.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -156043.125000 Penalty: 2266.705566
	Iteration 32Q: 3 clusters Score -156043.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -156043.125000 Penalty: 2266.705566
	Iteration 33F: 3 clusters Score -156043.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -308154.000000 Penalty: 1250.190674
	Iteration 0F: 2 clusters Score -308154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -305912.187500 Penalty: 2500.381348
	Iteration 0F: 3 clusters Score -305912.2 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -306453.187500 Penalty: 2500.381348
	Iteration 1F: 3 clusters Score -306453.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -306600.937500 Penalty: 2500.381348
	Iteration 2F: 3 clusters Score -306600.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -306690.500000 Penalty: 2500.381348
	Iteration 3F: 3 clusters Score -306690.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -306736.125000 Penalty: 2500.381348
	Iteration 4Q: 3 clusters Score -306736.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -306769.093750 Penalty: 2500.381348
	Iteration 5Q: 3 clusters Score -306769.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -306798.093750 Penalty: 2500.381348
	Iteration 6Q: 3 clusters Score -306798.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -306825.656250 Penalty: 2500.381348
	Iteration 7Q: 3 clusters Score -306825.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -306849.593750 Penalty: 2500.381348
	Iteration 8Q: 3 clusters Score -306849.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -306872.562500 Penalty: 2500.381348
	Iteration 9Q: 3 clusters Score -306872.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -306896.281250 Penalty: 2500.381348
	Iteration 10Q: 3 clusters Score -306896.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -306928.937500 Penalty: 2500.381348
	Iteration 11Q: 3 clusters Score -306928.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -306961.031250 Penalty: 2500.381348
	Iteration 12Q: 3 clusters Score -306961 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -306985.687500 Penalty: 2500.381348
	Iteration 13Q: 3 clusters Score -306985.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -307003.218750 Penalty: 2500.381348
	Iteration 14Q: 3 clusters Score -307003.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -307013.937500 Penalty: 2500.381348
	Iteration 15Q: 3 clusters Score -307013.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -307024.156250 Penalty: 2500.381348
	Iteration 16Q: 3 clusters Score -307024.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -307035.093750 Penalty: 2500.381348
	Iteration 17Q: 3 clusters Score -307035.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -307046.406250 Penalty: 2500.381348
	Iteration 18Q: 3 clusters Score -307046.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -307055.625000 Penalty: 2500.381348
	Iteration 19Q: 3 clusters Score -307055.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -307066.781250 Penalty: 2500.381348
	Iteration 20F: 3 clusters Score -307066.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -307079.968750 Penalty: 2500.381348
	Iteration 21Q: 3 clusters Score -307080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -307090.281250 Penalty: 2500.381348
	Iteration 22Q: 3 clusters Score -307090.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -307101.437500 Penalty: 2500.381348
	Iteration 23Q: 3 clusters Score -307101.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -307109.875000 Penalty: 2500.381348
	Iteration 24Q: 3 clusters Score -307109.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -307114.875000 Penalty: 2500.381348
	Iteration 25Q: 3 clusters Score -307114.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -307119.093750 Penalty: 2500.381348
	Iteration 26Q: 3 clusters Score -307119.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -307125.125000 Penalty: 2500.381348
	Iteration 27Q: 3 clusters Score -307125.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -307129.250000 Penalty: 2500.381348
	Iteration 28Q: 3 clusters Score -307129.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -307130.250000 Penalty: 2500.381348
	Iteration 29Q: 3 clusters Score -307130.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -307130.375000 Penalty: 2500.381348
	Iteration 30Q: 3 clusters Score -307130.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -307131.250000 Penalty: 2500.381348
	Iteration 31Q: 3 clusters Score -307131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -307131.250000 Penalty: 2500.381348
	Iteration 32F: 3 clusters Score -307131.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -316362.062500 Penalty: 1253.707642
	Iteration 0F: 2 clusters Score -316362.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -314117.718750 Penalty: 2507.415283
	Iteration 0F: 3 clusters Score -314117.7 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -314634.500000 Penalty: 2507.415283
	Iteration 1F: 3 clusters Score -314634.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -314797.593750 Penalty: 2507.415283
	Iteration 2F: 3 clusters Score -314797.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -314908.593750 Penalty: 2507.415283
	Iteration 3F: 3 clusters Score -314908.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -314992.656250 Penalty: 2507.415283
	Iteration 4Q: 3 clusters Score -314992.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -315065.875000 Penalty: 2507.415283
	Iteration 5Q: 3 clusters Score -315065.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -315130.156250 Penalty: 2507.415283
	Iteration 6Q: 3 clusters Score -315130.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -315196.406250 Penalty: 2507.415283
	Iteration 7Q: 3 clusters Score -315196.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -315266.375000 Penalty: 2507.415283
	Iteration 8Q: 3 clusters Score -315266.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -315343.312500 Penalty: 2507.415283
	Iteration 9Q: 3 clusters Score -315343.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -315397.718750 Penalty: 2507.415283
	Iteration 10Q: 3 clusters Score -315397.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -315440.031250 Penalty: 2507.415283
	Iteration 11Q: 3 clusters Score -315440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -315470.062500 Penalty: 2507.415283
	Iteration 12Q: 3 clusters Score -315470.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -315495.218750 Penalty: 2507.415283
	Iteration 13Q: 3 clusters Score -315495.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -315520.718750 Penalty: 2507.415283
	Iteration 14Q: 3 clusters Score -315520.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -315537.406250 Penalty: 2507.415283
	Iteration 15Q: 3 clusters Score -315537.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -315548.875000 Penalty: 2507.415283
	Iteration 16Q: 3 clusters Score -315548.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -315558.000000 Penalty: 2507.415283
	Iteration 17Q: 3 clusters Score -315558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -315563.937500 Penalty: 2507.415283
	Iteration 18Q: 3 clusters Score -315563.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -315575.187500 Penalty: 2507.415283
	Iteration 19Q: 3 clusters Score -315575.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -315586.406250 Penalty: 2507.415283
	Iteration 20F: 3 clusters Score -315586.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -315594.625000 Penalty: 2507.415283
	Iteration 21Q: 3 clusters Score -315594.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -315602.187500 Penalty: 2507.415283
	Iteration 22Q: 3 clusters Score -315602.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -315610.062500 Penalty: 2507.415283
	Iteration 23Q: 3 clusters Score -315610.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -315616.593750 Penalty: 2507.415283
	Iteration 24Q: 3 clusters Score -315616.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -315624.062500 Penalty: 2507.415283
	Iteration 25Q: 3 clusters Score -315624.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -315631.937500 Penalty: 2507.415283
	Iteration 26Q: 3 clusters Score -315631.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -315638.000000 Penalty: 2507.415283
	Iteration 27Q: 3 clusters Score -315638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -315641.500000 Penalty: 2507.415283
	Iteration 28Q: 3 clusters Score -315641.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -315644.312500 Penalty: 2507.415283
	Iteration 29Q: 3 clusters Score -315644.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -315646.187500 Penalty: 2507.415283
	Iteration 30Q: 3 clusters Score -315646.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -315648.625000 Penalty: 2507.415283
	Iteration 31Q: 3 clusters Score -315648.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -315651.375000 Penalty: 2507.415283
	Iteration 32Q: 3 clusters Score -315651.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -315654.937500 Penalty: 2507.415283
	Iteration 33Q: 3 clusters Score -315654.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -315655.843750 Penalty: 2507.415283
	Iteration 34Q: 3 clusters Score -315655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -315656.593750 Penalty: 2507.415283
	Iteration 35Q: 3 clusters Score -315656.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -315657.312500 Penalty: 2507.415283
	Iteration 36Q: 3 clusters Score -315657.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -315658.187500 Penalty: 2507.415283
	Iteration 37Q: 3 clusters Score -315658.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -315659.281250 Penalty: 2507.415283
	Iteration 38Q: 3 clusters Score -315659.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -315659.281250 Penalty: 2507.415283
	Iteration 39F: 3 clusters Score -315659.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (5121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Entering Unmasked Estep 
Score: -731675.250000 Penalty: 1387.929565
	Iteration 0F: 2 clusters Score -731675.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -727609.125000 Penalty: 2775.859131
	Iteration 0F: 3 clusters Score -727609.1 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -728780.125000 Penalty: 2775.859131
	Iteration 1F: 3 clusters Score -728780.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -728970.375000 Penalty: 2775.859131
	Iteration 2F: 3 clusters Score -728970.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -729123.937500 Penalty: 2775.859131
	Iteration 3F: 3 clusters Score -729123.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -729224.687500 Penalty: 2775.859131
	Iteration 4Q: 3 clusters Score -729224.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -729297.812500 Penalty: 2775.859131
	Iteration 5Q: 3 clusters Score -729297.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -729352.937500 Penalty: 2775.859131
	Iteration 6Q: 3 clusters Score -729352.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -729401.312500 Penalty: 2775.859131
	Iteration 7Q: 3 clusters Score -729401.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -729446.500000 Penalty: 2775.859131
	Iteration 8Q: 3 clusters Score -729446.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -729482.875000 Penalty: 2775.859131
	Iteration 9Q: 3 clusters Score -729482.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -729515.625000 Penalty: 2775.859131
	Iteration 10Q: 3 clusters Score -729515.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -729545.437500 Penalty: 2775.859131
	Iteration 11Q: 3 clusters Score -729545.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -729564.312500 Penalty: 2775.859131
	Iteration 12Q: 3 clusters Score -729564.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -729590.312500 Penalty: 2775.859131
	Iteration 13Q: 3 clusters Score -729590.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -729622.312500 Penalty: 2775.859131
	Iteration 14Q: 3 clusters Score -729622.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -729651.187500 Penalty: 2775.859131
	Iteration 15Q: 3 clusters Score -729651.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -729679.312500 Penalty: 2775.859131
	Iteration 16Q: 3 clusters Score -729679.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -729696.500000 Penalty: 2775.859131
	Iteration 17Q: 3 clusters Score -729696.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -729715.312500 Penalty: 2775.859131
	Iteration 18Q: 3 clusters Score -729715.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -729733.187500 Penalty: 2775.859131
	Iteration 19Q: 3 clusters Score -729733.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -729748.375000 Penalty: 2775.859131
	Iteration 20F: 3 clusters Score -729748.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -729760.250000 Penalty: 2775.859131
	Iteration 21Q: 3 clusters Score -729760.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -729769.562500 Penalty: 2775.859131
	Iteration 22Q: 3 clusters Score -729769.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -729780.437500 Penalty: 2775.859131
	Iteration 23Q: 3 clusters Score -729780.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -729788.625000 Penalty: 2775.859131
	Iteration 24Q: 3 clusters Score -729788.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -729794.687500 Penalty: 2775.859131
	Iteration 25Q: 3 clusters Score -729794.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -729803.062500 Penalty: 2775.859131
	Iteration 26Q: 3 clusters Score -729803.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -729812.000000 Penalty: 2775.859131
	Iteration 27Q: 3 clusters Score -729812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -729814.875000 Penalty: 2775.859131
	Iteration 28Q: 3 clusters Score -729814.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -729820.937500 Penalty: 2775.859131
	Iteration 29Q: 3 clusters Score -729820.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -729820.937500 Penalty: 2775.859131
	Iteration 30Q: 3 clusters Score -729820.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -729825.875000 Penalty: 2775.859131
	Iteration 31Q: 3 clusters Score -729825.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -729831.312500 Penalty: 2775.859131
	Iteration 32Q: 3 clusters Score -729831.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -729836.312500 Penalty: 2775.859131
	Iteration 33Q: 3 clusters Score -729836.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -729839.812500 Penalty: 2775.859131
	Iteration 34Q: 3 clusters Score -729839.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -729840.375000 Penalty: 2775.859131
	Iteration 35Q: 3 clusters Score -729840.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -729839.437500 Penalty: 2775.859131
	Iteration 36Q: 3 clusters Score -729839.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -729839.687500 Penalty: 2775.859131
	Iteration 37Q: 3 clusters Score -729839.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -729842.437500 Penalty: 2775.859131
	Iteration 38Q: 3 clusters Score -729842.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -729843.562500 Penalty: 2775.859131
	Iteration 39Q: 3 clusters Score -729843.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -729844.125000 Penalty: 2775.859131
	Iteration 40F: 3 clusters Score -729844.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -729844.562500 Penalty: 2775.859131
	Iteration 41Q: 3 clusters Score -729844.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -729846.375000 Penalty: 2775.859131
	Iteration 42Q: 3 clusters Score -729846.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -729848.375000 Penalty: 2775.859131
	Iteration 43Q: 3 clusters Score -729848.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -729850.187500 Penalty: 2775.859131
	Iteration 44Q: 3 clusters Score -729850.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -729851.500000 Penalty: 2775.859131
	Iteration 45Q: 3 clusters Score -729851.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -729850.687500 Penalty: 2775.859131
	Iteration 46Q: 3 clusters Score -729850.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -729853.500000 Penalty: 2775.859131
	Iteration 47Q: 3 clusters Score -729853.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -729853.750000 Penalty: 2775.859131
	Iteration 48Q: 3 clusters Score -729853.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -729854.000000 Penalty: 2775.859131
	Iteration 49Q: 3 clusters Score -729854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -729854.625000 Penalty: 2775.859131
	Iteration 50Q: 3 clusters Score -729854.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -729855.750000 Penalty: 2775.859131
	Iteration 51Q: 3 clusters Score -729855.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -729855.437500 Penalty: 2775.859131
	Iteration 52Q: 3 clusters Score -729855.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -729855.875000 Penalty: 2775.859131
	Iteration 53Q: 3 clusters Score -729855.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -729855.687500 Penalty: 2775.859131
	Iteration 54Q: 3 clusters Score -729855.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -729856.687500 Penalty: 2775.859131
	Iteration 55Q: 3 clusters Score -729856.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -729856.375000 Penalty: 2775.859131
	Iteration 56Q: 3 clusters Score -729856.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -729856.500000 Penalty: 2775.859131
	Iteration 57Q: 3 clusters Score -729856.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -729857.125000 Penalty: 2775.859131
	Iteration 58Q: 3 clusters Score -729857.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -729857.437500 Penalty: 2775.859131
	Iteration 59Q: 3 clusters Score -729857.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -729858.750000 Penalty: 2775.859131
	Iteration 60F: 3 clusters Score -729858.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -729859.312500 Penalty: 2775.859131
	Iteration 61Q: 3 clusters Score -729859.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -729859.187500 Penalty: 2775.859131
	Iteration 62Q: 3 clusters Score -729859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -729858.687500 Penalty: 2775.859131
	Iteration 63Q: 3 clusters Score -729858.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -729858.687500 Penalty: 2775.859131
	Iteration 64F: 3 clusters Score -729858.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (1223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Entering Unmasked Estep 
Score: -155581.437500 Penalty: 1155.222656
	Iteration 0F: 2 clusters Score -155581.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -154008.359375 Penalty: 2310.445312
	Iteration 0F: 3 clusters Score -154008.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -154391.453125 Penalty: 2310.445312
	Iteration 1F: 3 clusters Score -154391.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -154559.765625 Penalty: 2310.445312
	Iteration 2F: 3 clusters Score -154559.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -154676.765625 Penalty: 2310.445312
	Iteration 3F: 3 clusters Score -154676.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -154758.015625 Penalty: 2310.445312
	Iteration 4F: 3 clusters Score -154758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -154814.078125 Penalty: 2310.445312
	Iteration 5Q: 3 clusters Score -154814.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -154871.812500 Penalty: 2310.445312
	Iteration 6Q: 3 clusters Score -154871.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -154908.609375 Penalty: 2310.445312
	Iteration 7Q: 3 clusters Score -154908.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -154935.359375 Penalty: 2310.445312
	Iteration 8Q: 3 clusters Score -154935.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -154956.875000 Penalty: 2310.445312
	Iteration 9Q: 3 clusters Score -154956.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -154977.437500 Penalty: 2310.445312
	Iteration 10Q: 3 clusters Score -154977.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -154995.000000 Penalty: 2310.445312
	Iteration 11Q: 3 clusters Score -154995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -155011.125000 Penalty: 2310.445312
	Iteration 12Q: 3 clusters Score -155011.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -155019.812500 Penalty: 2310.445312
	Iteration 13Q: 3 clusters Score -155019.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -155027.093750 Penalty: 2310.445312
	Iteration 14Q: 3 clusters Score -155027.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -155032.828125 Penalty: 2310.445312
	Iteration 15Q: 3 clusters Score -155032.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -155036.593750 Penalty: 2310.445312
	Iteration 16Q: 3 clusters Score -155036.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -155039.781250 Penalty: 2310.445312
	Iteration 17Q: 3 clusters Score -155039.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -155047.453125 Penalty: 2310.445312
	Iteration 18Q: 3 clusters Score -155047.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -155052.703125 Penalty: 2310.445312
	Iteration 19Q: 3 clusters Score -155052.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -155059.531250 Penalty: 2310.445312
	Iteration 20F: 3 clusters Score -155059.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -155065.437500 Penalty: 2310.445312
	Iteration 21Q: 3 clusters Score -155065.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -155068.890625 Penalty: 2310.445312
	Iteration 22Q: 3 clusters Score -155068.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -155071.468750 Penalty: 2310.445312
	Iteration 23Q: 3 clusters Score -155071.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -155074.140625 Penalty: 2310.445312
	Iteration 24Q: 3 clusters Score -155074.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -155076.359375 Penalty: 2310.445312
	Iteration 25Q: 3 clusters Score -155076.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -155078.015625 Penalty: 2310.445312
	Iteration 26Q: 3 clusters Score -155078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -155079.203125 Penalty: 2310.445312
	Iteration 27Q: 3 clusters Score -155079.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -155079.203125 Penalty: 2310.445312
	Iteration 28F: 3 clusters Score -155079.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -44752.929688 Penalty: 943.823181
	Iteration 0F: 2 clusters Score -44752.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43837.148438 Penalty: 1887.646362
	Iteration 0F: 3 clusters Score -43837.15 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43950.304688 Penalty: 1887.646362
	Iteration 1F: 3 clusters Score -43950.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43993.089844 Penalty: 1887.646362
	Iteration 2F: 3 clusters Score -43993.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44007.835938 Penalty: 1887.646362
	Iteration 3Q: 3 clusters Score -44007.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -44011.488281 Penalty: 1887.646362
	Iteration 4Q: 3 clusters Score -44011.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -44012.871094 Penalty: 1887.646362
	Iteration 5Q: 3 clusters Score -44012.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44014.402344 Penalty: 1887.646362
	Iteration 6Q: 3 clusters Score -44014.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -44015.613281 Penalty: 1887.646362
	Iteration 7Q: 3 clusters Score -44015.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -44015.613281 Penalty: 1887.646362
	Iteration 8F: 3 clusters Score -44015.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (2271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Entering Unmasked Estep 
Score: -299819.250000 Penalty: 1255.796021
	Iteration 0F: 2 clusters Score -299819.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -297549.062500 Penalty: 2511.592041
	Iteration 0F: 3 clusters Score -297549.1 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -298137.093750 Penalty: 2511.592041
	Iteration 1F: 3 clusters Score -298137.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -298325.093750 Penalty: 2511.592041
	Iteration 2F: 3 clusters Score -298325.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -298435.781250 Penalty: 2511.592041
	Iteration 3F: 3 clusters Score -298435.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -298524.468750 Penalty: 2511.592041
	Iteration 4Q: 3 clusters Score -298524.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -298568.812500 Penalty: 2511.592041
	Iteration 5Q: 3 clusters Score -298568.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -298599.343750 Penalty: 2511.592041
	Iteration 6Q: 3 clusters Score -298599.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -298623.781250 Penalty: 2511.592041
	Iteration 7Q: 3 clusters Score -298623.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -298646.812500 Penalty: 2511.592041
	Iteration 8Q: 3 clusters Score -298646.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -298671.343750 Penalty: 2511.592041
	Iteration 9Q: 3 clusters Score -298671.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -298686.031250 Penalty: 2511.592041
	Iteration 10Q: 3 clusters Score -298686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -298703.843750 Penalty: 2511.592041
	Iteration 11Q: 3 clusters Score -298703.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -298716.718750 Penalty: 2511.592041
	Iteration 12Q: 3 clusters Score -298716.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -298725.750000 Penalty: 2511.592041
	Iteration 13Q: 3 clusters Score -298725.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -298735.937500 Penalty: 2511.592041
	Iteration 14Q: 3 clusters Score -298735.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -298741.968750 Penalty: 2511.592041
	Iteration 15Q: 3 clusters Score -298742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -298746.906250 Penalty: 2511.592041
	Iteration 16Q: 3 clusters Score -298746.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -298752.500000 Penalty: 2511.592041
	Iteration 17Q: 3 clusters Score -298752.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -298756.000000 Penalty: 2511.592041
	Iteration 18Q: 3 clusters Score -298756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -298757.687500 Penalty: 2511.592041
	Iteration 19Q: 3 clusters Score -298757.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -298760.468750 Penalty: 2511.592041
	Iteration 20F: 3 clusters Score -298760.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -298763.625000 Penalty: 2511.592041
	Iteration 21Q: 3 clusters Score -298763.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -298764.500000 Penalty: 2511.592041
	Iteration 22Q: 3 clusters Score -298764.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -298766.093750 Penalty: 2511.592041
	Iteration 23Q: 3 clusters Score -298766.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -298768.937500 Penalty: 2511.592041
	Iteration 24Q: 3 clusters Score -298768.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -298770.312500 Penalty: 2511.592041
	Iteration 25Q: 3 clusters Score -298770.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -298771.343750 Penalty: 2511.592041
	Iteration 26Q: 3 clusters Score -298771.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -298771.531250 Penalty: 2511.592041
	Iteration 27Q: 3 clusters Score -298771.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -298771.531250 Penalty: 2511.592041
	Iteration 28F: 3 clusters Score -298771.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (15461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Entering Unmasked Estep 
Score: -2158585.750000 Penalty: 1567.487427
	Iteration 0F: 2 clusters Score -2158586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2148027.500000 Penalty: 3134.974854
	Iteration 0F: 3 clusters Score -2148028 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2152072.500000 Penalty: 3134.974854
	Iteration 1F: 3 clusters Score -2152072 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2152668.500000 Penalty: 3134.974854
	Iteration 2F: 3 clusters Score -2152668 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2153305.000000 Penalty: 3134.974854
	Iteration 3F: 3 clusters Score -2153305 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2153945.500000 Penalty: 3134.974854
	Iteration 4F: 3 clusters Score -2153946 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2154643.500000 Penalty: 3134.974854
	Iteration 5F: 3 clusters Score -2154644 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2155185.000000 Penalty: 3134.974854
	Iteration 6F: 3 clusters Score -2155185 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2155560.750000 Penalty: 3134.974854
	Iteration 7Q: 3 clusters Score -2155561 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2155800.000000 Penalty: 3134.974854
	Iteration 8Q: 3 clusters Score -2155800 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2155946.750000 Penalty: 3134.974854
	Iteration 9Q: 3 clusters Score -2155947 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2156059.250000 Penalty: 3134.974854
	Iteration 10Q: 3 clusters Score -2156059 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2156156.750000 Penalty: 3134.974854
	Iteration 11Q: 3 clusters Score -2156157 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2156215.250000 Penalty: 3134.974854
	Iteration 12Q: 3 clusters Score -2156215 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2156257.000000 Penalty: 3134.974854
	Iteration 13Q: 3 clusters Score -2156257 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2156293.250000 Penalty: 3134.974854
	Iteration 14Q: 3 clusters Score -2156293 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2156313.000000 Penalty: 3134.974854
	Iteration 15Q: 3 clusters Score -2156313 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2156330.250000 Penalty: 3134.974854
	Iteration 16Q: 3 clusters Score -2156330 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2156348.750000 Penalty: 3134.974854
	Iteration 17Q: 3 clusters Score -2156349 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2156367.250000 Penalty: 3134.974854
	Iteration 18Q: 3 clusters Score -2156367 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2156376.750000 Penalty: 3134.974854
	Iteration 19Q: 3 clusters Score -2156377 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2156381.250000 Penalty: 3134.974854
	Iteration 20F: 3 clusters Score -2156381 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2156388.500000 Penalty: 3134.974854
	Iteration 21Q: 3 clusters Score -2156388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2156386.750000 Penalty: 3134.974854
	Iteration 22Q: 3 clusters Score -2156387 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2156394.250000 Penalty: 3134.974854
	Iteration 23Q: 3 clusters Score -2156394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2156401.000000 Penalty: 3134.974854
	Iteration 24Q: 3 clusters Score -2156401 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2156408.750000 Penalty: 3134.974854
	Iteration 25Q: 3 clusters Score -2156409 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2156422.250000 Penalty: 3134.974854
	Iteration 26Q: 3 clusters Score -2156422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2156423.750000 Penalty: 3134.974854
	Iteration 27Q: 3 clusters Score -2156424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2156423.500000 Penalty: 3134.974854
	Iteration 28Q: 3 clusters Score -2156424 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2156425.000000 Penalty: 3134.974854
	Iteration 29Q: 3 clusters Score -2156425 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2156432.500000 Penalty: 3134.974854
	Iteration 30Q: 3 clusters Score -2156432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2156440.500000 Penalty: 3134.974854
	Iteration 31Q: 3 clusters Score -2156440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2156442.000000 Penalty: 3134.974854
	Iteration 32Q: 3 clusters Score -2156442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2156448.000000 Penalty: 3134.974854
	Iteration 33Q: 3 clusters Score -2156448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2156445.500000 Penalty: 3134.974854
	Iteration 34Q: 3 clusters Score -2156446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2156453.750000 Penalty: 3134.974854
	Iteration 35Q: 3 clusters Score -2156454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2156462.000000 Penalty: 3134.974854
	Iteration 36Q: 3 clusters Score -2156462 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2156463.000000 Penalty: 3134.974854
	Iteration 37Q: 3 clusters Score -2156463 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2156462.250000 Penalty: 3134.974854
	Iteration 38Q: 3 clusters Score -2156462 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2156476.000000 Penalty: 3134.974854
	Iteration 39Q: 3 clusters Score -2156476 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2156491.250000 Penalty: 3134.974854
	Iteration 40F: 3 clusters Score -2156491 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2156499.750000 Penalty: 3134.974854
	Iteration 41Q: 3 clusters Score -2156500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2156514.500000 Penalty: 3134.974854
	Iteration 42Q: 3 clusters Score -2156514 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2156522.000000 Penalty: 3134.974854
	Iteration 43Q: 3 clusters Score -2156522 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2156540.500000 Penalty: 3134.974854
	Iteration 44Q: 3 clusters Score -2156540 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2156551.750000 Penalty: 3134.974854
	Iteration 45Q: 3 clusters Score -2156552 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2156565.750000 Penalty: 3134.974854
	Iteration 46Q: 3 clusters Score -2156566 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2156571.000000 Penalty: 3134.974854
	Iteration 47Q: 3 clusters Score -2156571 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2156589.750000 Penalty: 3134.974854
	Iteration 48Q: 3 clusters Score -2156590 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2156610.000000 Penalty: 3134.974854
	Iteration 49Q: 3 clusters Score -2156610 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2156630.000000 Penalty: 3134.974854
	Iteration 50Q: 3 clusters Score -2156630 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2156647.500000 Penalty: 3134.974854
	Iteration 51Q: 3 clusters Score -2156648 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2156658.500000 Penalty: 3134.974854
	Iteration 52Q: 3 clusters Score -2156658 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2156670.500000 Penalty: 3134.974854
	Iteration 53Q: 3 clusters Score -2156670 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2156684.000000 Penalty: 3134.974854
	Iteration 54Q: 3 clusters Score -2156684 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2156695.500000 Penalty: 3134.974854
	Iteration 55Q: 3 clusters Score -2156696 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2156718.000000 Penalty: 3134.974854
	Iteration 56Q: 3 clusters Score -2156718 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2156741.000000 Penalty: 3134.974854
	Iteration 57Q: 3 clusters Score -2156741 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2156762.250000 Penalty: 3134.974854
	Iteration 58Q: 3 clusters Score -2156762 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2156779.250000 Penalty: 3134.974854
	Iteration 59Q: 3 clusters Score -2156779 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2156801.250000 Penalty: 3134.974854
	Iteration 60F: 3 clusters Score -2156801 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2156827.250000 Penalty: 3134.974854
	Iteration 61Q: 3 clusters Score -2156827 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2156854.000000 Penalty: 3134.974854
	Iteration 62Q: 3 clusters Score -2156854 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2156886.750000 Penalty: 3134.974854
	Iteration 63Q: 3 clusters Score -2156887 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2156923.250000 Penalty: 3134.974854
	Iteration 64Q: 3 clusters Score -2156923 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2156966.000000 Penalty: 3134.974854
	Iteration 65Q: 3 clusters Score -2156966 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2157015.500000 Penalty: 3134.974854
	Iteration 66Q: 3 clusters Score -2157016 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2157048.500000 Penalty: 3134.974854
	Iteration 67Q: 3 clusters Score -2157048 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2157093.250000 Penalty: 3134.974854
	Iteration 68Q: 3 clusters Score -2157093 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2157140.000000 Penalty: 3134.974854
	Iteration 69Q: 3 clusters Score -2157140 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2157185.500000 Penalty: 3134.974854
	Iteration 70Q: 3 clusters Score -2157186 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2157238.000000 Penalty: 3134.974854
	Iteration 71Q: 3 clusters Score -2157238 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2157301.500000 Penalty: 3134.974854
	Iteration 72Q: 3 clusters Score -2157302 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2157359.500000 Penalty: 3134.974854
	Iteration 73Q: 3 clusters Score -2157360 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2157404.250000 Penalty: 3134.974854
	Iteration 74Q: 3 clusters Score -2157404 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2157446.750000 Penalty: 3134.974854
	Iteration 75Q: 3 clusters Score -2157447 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2157490.750000 Penalty: 3134.974854
	Iteration 76Q: 3 clusters Score -2157491 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2157522.250000 Penalty: 3134.974854
	Iteration 77Q: 3 clusters Score -2157522 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2157551.750000 Penalty: 3134.974854
	Iteration 78Q: 3 clusters Score -2157552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2157570.500000 Penalty: 3134.974854
	Iteration 79Q: 3 clusters Score -2157570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2157581.250000 Penalty: 3134.974854
	Iteration 80F: 3 clusters Score -2157581 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2157592.000000 Penalty: 3134.974854
	Iteration 81Q: 3 clusters Score -2157592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2157600.750000 Penalty: 3134.974854
	Iteration 82Q: 3 clusters Score -2157601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2157613.000000 Penalty: 3134.974854
	Iteration 83Q: 3 clusters Score -2157613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2157616.750000 Penalty: 3134.974854
	Iteration 84Q: 3 clusters Score -2157617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2157620.500000 Penalty: 3134.974854
	Iteration 85Q: 3 clusters Score -2157620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2157620.500000 Penalty: 3134.974854
	Iteration 86Q: 3 clusters Score -2157620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2157623.750000 Penalty: 3134.974854
	Iteration 87Q: 3 clusters Score -2157624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2157628.750000 Penalty: 3134.974854
	Iteration 88Q: 3 clusters Score -2157629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2157633.500000 Penalty: 3134.974854
	Iteration 89Q: 3 clusters Score -2157634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2157638.250000 Penalty: 3134.974854
	Iteration 90Q: 3 clusters Score -2157638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2157640.000000 Penalty: 3134.974854
	Iteration 91Q: 3 clusters Score -2157640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2157641.750000 Penalty: 3134.974854
	Iteration 92Q: 3 clusters Score -2157642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2157649.500000 Penalty: 3134.974854
	Iteration 93Q: 3 clusters Score -2157650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2157656.750000 Penalty: 3134.974854
	Iteration 94Q: 3 clusters Score -2157657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2157665.750000 Penalty: 3134.974854
	Iteration 95Q: 3 clusters Score -2157666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2157671.750000 Penalty: 3134.974854
	Iteration 96Q: 3 clusters Score -2157672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2157673.750000 Penalty: 3134.974854
	Iteration 97Q: 3 clusters Score -2157674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2157672.500000 Penalty: 3134.974854
	Iteration 98Q: 3 clusters Score -2157672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2157672.500000 Penalty: 3134.974854
	Iteration 99Q: 3 clusters Score -2157672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2157674.750000 Penalty: 3134.974854
	Iteration 100F: 3 clusters Score -2157675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2157674.750000 Penalty: 3134.974854
	Iteration 101Q: 3 clusters Score -2157675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2157678.000000 Penalty: 3134.974854
	Iteration 102Q: 3 clusters Score -2157678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2157678.750000 Penalty: 3134.974854
	Iteration 103Q: 3 clusters Score -2157679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2157678.750000 Penalty: 3134.974854
	Iteration 104F: 3 clusters Score -2157679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29680 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10787 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 22225 members 
Mstep: Class 13 contains 8274 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7933 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 8079 members 
Mstep: Class 27 contains 12531 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12026 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31406 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24781 members 
Mstep: Class 44 contains 16090 members 
Mstep: Class 45 contains 13418 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1329 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12558 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23258 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5121 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944512.000000 Penalty: 172990.062500
Iteration 359Q: 81 clusters Score -8.594451e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16529 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29678 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10781 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 22230 members 
Mstep: Class 13 contains 8271 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7938 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 8078 members 
Mstep: Class 27 contains 12535 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12022 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31405 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24792 members 
Mstep: Class 44 contains 16091 members 
Mstep: Class 45 contains 13420 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1329 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12563 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23240 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5125 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944528.000000 Penalty: 172990.062500
Iteration 360F: 81 clusters Score -8.594453e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16524 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29676 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10775 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 22242 members 
Mstep: Class 13 contains 8270 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7941 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 8080 members 
Mstep: Class 27 contains 12537 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12013 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24799 members 
Mstep: Class 44 contains 16095 members 
Mstep: Class 45 contains 13423 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1328 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12571 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23221 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5128 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944464.000000 Penalty: 172990.062500
Iteration 361Q: 81 clusters Score -8.594446e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16521 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29675 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10772 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22247 members 
Mstep: Class 13 contains 8269 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7943 members 
Mstep: Class 25 contains 13313 members 
Mstep: Class 26 contains 8081 members 
Mstep: Class 27 contains 12537 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12008 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24816 members 
Mstep: Class 44 contains 16099 members 
Mstep: Class 45 contains 13424 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1327 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12578 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1659 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23197 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5130 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944440.000000 Penalty: 172990.062500
Iteration 362Q: 81 clusters Score -8.594444e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16521 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10771 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22260 members 
Mstep: Class 13 contains 8269 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7941 members 
Mstep: Class 25 contains 13314 members 
Mstep: Class 26 contains 8084 members 
Mstep: Class 27 contains 12535 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 12001 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 24817 members 
Mstep: Class 44 contains 16104 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1327 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12586 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1659 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23179 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5135 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944528.000000 Penalty: 172990.062500
Iteration 363Q: 81 clusters Score -8.594453e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16517 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10769 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22271 members 
Mstep: Class 13 contains 8270 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7943 members 
Mstep: Class 25 contains 13316 members 
Mstep: Class 26 contains 8084 members 
Mstep: Class 27 contains 12531 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11995 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 24820 members 
Mstep: Class 44 contains 16106 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1327 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12595 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23165 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5138 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944512.000000 Penalty: 172990.062500
Iteration 364Q: 81 clusters Score -8.594451e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16515 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10769 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22285 members 
Mstep: Class 13 contains 8269 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7942 members 
Mstep: Class 25 contains 13316 members 
Mstep: Class 26 contains 8084 members 
Mstep: Class 27 contains 12528 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11991 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24822 members 
Mstep: Class 44 contains 16111 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1327 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12596 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23153 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5139 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944464.000000 Penalty: 172990.062500
Iteration 365Q: 81 clusters Score -8.594446e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16513 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10764 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22298 members 
Mstep: Class 13 contains 8266 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7947 members 
Mstep: Class 25 contains 13316 members 
Mstep: Class 26 contains 8085 members 
Mstep: Class 27 contains 12527 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11988 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24814 members 
Mstep: Class 44 contains 16116 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1327 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12597 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23150 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5139 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944520.000000 Penalty: 172990.062500
Iteration 366Q: 81 clusters Score -8.594452e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16514 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10764 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22305 members 
Mstep: Class 13 contains 8265 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7947 members 
Mstep: Class 25 contains 13316 members 
Mstep: Class 26 contains 8085 members 
Mstep: Class 27 contains 12526 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11983 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24814 members 
Mstep: Class 44 contains 16120 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1327 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12597 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23141 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5140 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944488.000000 Penalty: 172990.062500
Iteration 367Q: 81 clusters Score -8.594449e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16513 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10764 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22311 members 
Mstep: Class 13 contains 8265 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7947 members 
Mstep: Class 25 contains 13317 members 
Mstep: Class 26 contains 8084 members 
Mstep: Class 27 contains 12525 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11978 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24812 members 
Mstep: Class 44 contains 16125 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1327 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12600 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23135 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5141 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944464.000000 Penalty: 172990.062500
Iteration 368Q: 81 clusters Score -8.594446e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16512 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10764 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22322 members 
Mstep: Class 13 contains 8265 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7948 members 
Mstep: Class 25 contains 13316 members 
Mstep: Class 26 contains 8083 members 
Mstep: Class 27 contains 12526 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11975 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24808 members 
Mstep: Class 44 contains 16129 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1327 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12601 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23127 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5143 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944464.000000 Penalty: 172990.062500
Iteration 369Q: 81 clusters Score -8.594446e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16510 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10763 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22331 members 
Mstep: Class 13 contains 8265 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7949 members 
Mstep: Class 25 contains 13316 members 
Mstep: Class 26 contains 8082 members 
Mstep: Class 27 contains 12526 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11976 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24811 members 
Mstep: Class 44 contains 16130 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1327 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12601 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23115 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5145 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944520.000000 Penalty: 172990.062500
Iteration 370Q: 81 clusters Score -8.594452e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16508 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10761 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22337 members 
Mstep: Class 13 contains 8266 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7951 members 
Mstep: Class 25 contains 13317 members 
Mstep: Class 26 contains 8080 members 
Mstep: Class 27 contains 12520 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11975 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24820 members 
Mstep: Class 44 contains 16135 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1327 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12601 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23103 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5151 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944560.000000 Penalty: 172990.062500
Iteration 371Q: 81 clusters Score -8.594456e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16511 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10759 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22348 members 
Mstep: Class 13 contains 8267 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13317 members 
Mstep: Class 26 contains 8080 members 
Mstep: Class 27 contains 12516 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11973 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24823 members 
Mstep: Class 44 contains 16139 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1327 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12601 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23085 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5154 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944504.000000 Penalty: 172990.062500
Iteration 372Q: 81 clusters Score -8.59445e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16512 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10756 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22358 members 
Mstep: Class 13 contains 8269 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7951 members 
Mstep: Class 25 contains 13315 members 
Mstep: Class 26 contains 8080 members 
Mstep: Class 27 contains 12504 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11974 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24838 members 
Mstep: Class 44 contains 16148 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1327 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12601 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23062 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5159 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944624.000000 Penalty: 172990.062500
Iteration 373Q: 81 clusters Score -8.594462e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16512 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10753 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22373 members 
Mstep: Class 13 contains 8269 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7949 members 
Mstep: Class 25 contains 13313 members 
Mstep: Class 26 contains 8082 members 
Mstep: Class 27 contains 12489 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11972 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24836 members 
Mstep: Class 44 contains 16164 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1327 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12601 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23053 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5161 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944576.000000 Penalty: 172990.062500
Iteration 374Q: 81 clusters Score -8.594458e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16509 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10751 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22385 members 
Mstep: Class 13 contains 8269 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7951 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 8084 members 
Mstep: Class 27 contains 12472 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11971 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24830 members 
Mstep: Class 44 contains 16182 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1327 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12600 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23049 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5162 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944520.000000 Penalty: 172990.062500
Iteration 375Q: 81 clusters Score -8.594452e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16509 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10748 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22390 members 
Mstep: Class 13 contains 8264 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13309 members 
Mstep: Class 26 contains 8080 members 
Mstep: Class 27 contains 12466 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11969 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24822 members 
Mstep: Class 44 contains 16202 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1327 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12604 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23044 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5162 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944624.000000 Penalty: 172990.062500
Iteration 376Q: 81 clusters Score -8.594462e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16511 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10746 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22392 members 
Mstep: Class 13 contains 8262 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13307 members 
Mstep: Class 26 contains 8083 members 
Mstep: Class 27 contains 12452 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11970 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3473 members 
Mstep: Class 43 contains 24806 members 
Mstep: Class 44 contains 16229 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1327 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12611 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23037 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5162 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944512.000000 Penalty: 172990.062500
Iteration 377Q: 81 clusters Score -8.594451e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16510 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10745 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22402 members 
Mstep: Class 13 contains 8259 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7955 members 
Mstep: Class 25 contains 13305 members 
Mstep: Class 26 contains 8084 members 
Mstep: Class 27 contains 12446 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11966 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3473 members 
Mstep: Class 43 contains 24799 members 
Mstep: Class 44 contains 16242 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12615 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14628 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1658 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23033 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5162 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944576.000000 Penalty: 172990.062500
Iteration 378Q: 81 clusters Score -8.594458e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16509 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10745 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22411 members 
Mstep: Class 13 contains 8252 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7955 members 
Mstep: Class 25 contains 13304 members 
Mstep: Class 26 contains 8086 members 
Mstep: Class 27 contains 12443 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11962 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3473 members 
Mstep: Class 43 contains 24789 members 
Mstep: Class 44 contains 16254 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12617 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1657 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23035 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5163 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944560.000000 Penalty: 172990.062500
Iteration 379Q: 81 clusters Score -8.594456e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16510 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10744 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22412 members 
Mstep: Class 13 contains 8248 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4167 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7956 members 
Mstep: Class 25 contains 13301 members 
Mstep: Class 26 contains 8086 members 
Mstep: Class 27 contains 12448 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11957 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24775 members 
Mstep: Class 44 contains 16262 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12621 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23044 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944488.000000 Penalty: 172990.062500
Iteration 380F: 81 clusters Score -8.594449e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16508 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10743 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22407 members 
Mstep: Class 13 contains 8244 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13302 members 
Mstep: Class 26 contains 8086 members 
Mstep: Class 27 contains 12451 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11952 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 24773 members 
Mstep: Class 44 contains 16267 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12629 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23046 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944520.000000 Penalty: 172990.062500
Iteration 381Q: 81 clusters Score -8.594452e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16509 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10743 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22409 members 
Mstep: Class 13 contains 8239 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13299 members 
Mstep: Class 26 contains 8086 members 
Mstep: Class 27 contains 12459 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11946 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3467 members 
Mstep: Class 43 contains 24770 members 
Mstep: Class 44 contains 16266 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12636 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23047 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944536.000000 Penalty: 172990.062500
Iteration 382Q: 81 clusters Score -8.594454e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16510 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10742 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22409 members 
Mstep: Class 13 contains 8235 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13296 members 
Mstep: Class 26 contains 8087 members 
Mstep: Class 27 contains 12468 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11938 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3467 members 
Mstep: Class 43 contains 24767 members 
Mstep: Class 44 contains 16267 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12644 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23046 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944472.000000 Penalty: 172990.062500
Iteration 383Q: 81 clusters Score -8.594447e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16509 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10742 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22415 members 
Mstep: Class 13 contains 8230 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13295 members 
Mstep: Class 26 contains 8087 members 
Mstep: Class 27 contains 12477 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11937 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 24768 members 
Mstep: Class 44 contains 16266 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12644 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23038 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944520.000000 Penalty: 172990.062500
Iteration 384Q: 81 clusters Score -8.594452e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16508 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10742 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22424 members 
Mstep: Class 13 contains 8230 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13295 members 
Mstep: Class 26 contains 8087 members 
Mstep: Class 27 contains 12476 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11939 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 24764 members 
Mstep: Class 44 contains 16267 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12643 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23034 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944504.000000 Penalty: 172990.062500
Iteration 385Q: 81 clusters Score -8.59445e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16508 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10742 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22435 members 
Mstep: Class 13 contains 8230 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13293 members 
Mstep: Class 26 contains 8087 members 
Mstep: Class 27 contains 12477 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11936 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 24758 members 
Mstep: Class 44 contains 16270 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12642 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23031 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944536.000000 Penalty: 172990.062500
Iteration 386Q: 81 clusters Score -8.594454e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16504 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10742 members 
Mstep: Class 10 contains 4836 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22440 members 
Mstep: Class 13 contains 8231 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13293 members 
Mstep: Class 26 contains 8089 members 
Mstep: Class 27 contains 12478 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3032 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11932 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 24754 members 
Mstep: Class 44 contains 16275 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12644 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23029 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944496.000000 Penalty: 172990.062500
Iteration 387Q: 81 clusters Score -8.59445e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16504 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10742 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22444 members 
Mstep: Class 13 contains 8232 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17011 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13292 members 
Mstep: Class 26 contains 8090 members 
Mstep: Class 27 contains 12477 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3032 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11929 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 24748 members 
Mstep: Class 44 contains 16277 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12648 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19611 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23028 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944520.000000 Penalty: 172990.062500
Iteration 388Q: 81 clusters Score -8.594452e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16505 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10742 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22451 members 
Mstep: Class 13 contains 8229 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17009 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13291 members 
Mstep: Class 26 contains 8090 members 
Mstep: Class 27 contains 12474 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3032 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11928 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 24746 members 
Mstep: Class 44 contains 16278 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12648 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19613 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23029 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944528.000000 Penalty: 172990.062500
Iteration 389Q: 81 clusters Score -8.594453e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16504 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10742 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22455 members 
Mstep: Class 13 contains 8227 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17006 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13290 members 
Mstep: Class 26 contains 8090 members 
Mstep: Class 27 contains 12471 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3032 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11928 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24744 members 
Mstep: Class 44 contains 16282 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12649 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19617 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23028 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17970 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944528.000000 Penalty: 172990.062500
Iteration 390Q: 81 clusters Score -8.594453e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16506 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10742 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22458 members 
Mstep: Class 13 contains 8228 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 17002 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13288 members 
Mstep: Class 26 contains 8090 members 
Mstep: Class 27 contains 12469 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3032 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11924 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24748 members 
Mstep: Class 44 contains 16283 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12649 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19620 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23025 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944488.000000 Penalty: 172990.062500
Iteration 391Q: 81 clusters Score -8.594449e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16507 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10742 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22461 members 
Mstep: Class 13 contains 8227 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13289 members 
Mstep: Class 26 contains 8088 members 
Mstep: Class 27 contains 12463 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3032 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11921 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24745 members 
Mstep: Class 44 contains 16289 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12655 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19624 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23023 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17971 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944560.000000 Penalty: 172990.062500
Iteration 392Q: 81 clusters Score -8.594456e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16507 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10742 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22464 members 
Mstep: Class 13 contains 8227 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7958 members 
Mstep: Class 25 contains 13289 members 
Mstep: Class 26 contains 8087 members 
Mstep: Class 27 contains 12455 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11917 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24739 members 
Mstep: Class 44 contains 16296 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12660 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19623 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23025 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17972 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944512.000000 Penalty: 172990.062500
Iteration 393Q: 81 clusters Score -8.594451e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16508 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10742 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22462 members 
Mstep: Class 13 contains 8227 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7958 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8086 members 
Mstep: Class 27 contains 12440 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11909 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24738 members 
Mstep: Class 44 contains 16313 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12669 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23026 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944464.000000 Penalty: 172990.062500
Iteration 394Q: 81 clusters Score -8.594446e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16508 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10742 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22463 members 
Mstep: Class 13 contains 8226 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7958 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8086 members 
Mstep: Class 27 contains 12433 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11895 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24732 members 
Mstep: Class 44 contains 16325 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12684 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23029 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944464.000000 Penalty: 172990.062500
Iteration 395Q: 81 clusters Score -8.594446e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16511 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10742 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22460 members 
Mstep: Class 13 contains 8228 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7958 members 
Mstep: Class 25 contains 13285 members 
Mstep: Class 26 contains 8085 members 
Mstep: Class 27 contains 12434 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11883 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24726 members 
Mstep: Class 44 contains 16331 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12696 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23029 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944360.000000 Penalty: 172990.062500
Iteration 396Q: 81 clusters Score -8.594436e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16510 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10742 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22455 members 
Mstep: Class 13 contains 8227 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7958 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8087 members 
Mstep: Class 27 contains 12433 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11875 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24726 members 
Mstep: Class 44 contains 16330 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12708 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23030 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944488.000000 Penalty: 172990.062500
Iteration 397Q: 81 clusters Score -8.594449e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16511 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10742 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22457 members 
Mstep: Class 13 contains 8227 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13290 members 
Mstep: Class 26 contains 8088 members 
Mstep: Class 27 contains 12435 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11868 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24727 members 
Mstep: Class 44 contains 16331 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12710 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23025 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944456.000000 Penalty: 172990.062500
Iteration 398Q: 81 clusters Score -8.594446e+07 nChanged 65
Entering ConstructFrom: 
Score: -85944456.000000 Penalty: 172990.062500
Entering ConstructFrom: 
Trying to split cluster 1 (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: -195682.093750 Penalty: 1204.279663
	Iteration 0F: 2 clusters Score -195682.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -193845.437500 Penalty: 2408.559326
	Iteration 0F: 3 clusters Score -193845.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -194513.968750 Penalty: 2408.559326
	Iteration 1F: 3 clusters Score -194514 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -195071.796875 Penalty: 2408.559326
	Iteration 2F: 3 clusters Score -195071.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -195498.656250 Penalty: 2408.559326
	Iteration 3F: 3 clusters Score -195498.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -195738.250000 Penalty: 2408.559326
	Iteration 4F: 3 clusters Score -195738.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -195845.343750 Penalty: 2408.559326
	Iteration 5Q: 3 clusters Score -195845.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -195906.750000 Penalty: 2408.559326
	Iteration 6Q: 3 clusters Score -195906.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -195931.015625 Penalty: 2408.559326
	Iteration 7Q: 3 clusters Score -195931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -195946.031250 Penalty: 2408.559326
	Iteration 8Q: 3 clusters Score -195946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -195962.906250 Penalty: 2408.559326
	Iteration 9Q: 3 clusters Score -195962.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -195970.859375 Penalty: 2408.559326
	Iteration 10Q: 3 clusters Score -195970.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -195975.921875 Penalty: 2408.559326
	Iteration 11Q: 3 clusters Score -195975.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -195980.796875 Penalty: 2408.559326
	Iteration 12Q: 3 clusters Score -195980.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -195984.156250 Penalty: 2408.559326
	Iteration 13Q: 3 clusters Score -195984.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -195986.015625 Penalty: 2408.559326
	Iteration 14Q: 3 clusters Score -195986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -195990.093750 Penalty: 2408.559326
	Iteration 15Q: 3 clusters Score -195990.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -195992.750000 Penalty: 2408.559326
	Iteration 16Q: 3 clusters Score -195992.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -195993.296875 Penalty: 2408.559326
	Iteration 17Q: 3 clusters Score -195993.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -195993.937500 Penalty: 2408.559326
	Iteration 18Q: 3 clusters Score -195993.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -195994.453125 Penalty: 2408.559326
	Iteration 19Q: 3 clusters Score -195994.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -195994.453125 Penalty: 2408.559326
	Iteration 20F: 3 clusters Score -195994.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16511 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10741 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22470 members 
Mstep: Class 13 contains 8227 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13289 members 
Mstep: Class 26 contains 8088 members 
Mstep: Class 27 contains 12433 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11862 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24717 members 
Mstep: Class 44 contains 16336 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12713 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23024 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Mstep: Class 81 contains 705 members 
Entering Unmasked Estep 
Score: -85943536.000000 Penalty: 175152.437500
Splitting cluster 1 changes total score from -85944456.000000 to -85943536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -182735.890625 Penalty: 1181.199463
	Iteration 0F: 2 clusters Score -182735.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -181076.156250 Penalty: 2362.398926
	Iteration 0F: 3 clusters Score -181076.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -181622.015625 Penalty: 2362.398926
	Iteration 1F: 3 clusters Score -181622 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -181876.812500 Penalty: 2362.398926
	Iteration 2F: 3 clusters Score -181876.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -182030.453125 Penalty: 2362.398926
	Iteration 3F: 3 clusters Score -182030.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -182136.468750 Penalty: 2362.398926
	Iteration 4F: 3 clusters Score -182136.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -182209.515625 Penalty: 2362.398926
	Iteration 5Q: 3 clusters Score -182209.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -182269.843750 Penalty: 2362.398926
	Iteration 6Q: 3 clusters Score -182269.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -182307.625000 Penalty: 2362.398926
	Iteration 7Q: 3 clusters Score -182307.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -182333.953125 Penalty: 2362.398926
	Iteration 8Q: 3 clusters Score -182334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -182350.625000 Penalty: 2362.398926
	Iteration 9Q: 3 clusters Score -182350.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -182354.218750 Penalty: 2362.398926
	Iteration 10Q: 3 clusters Score -182354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -182357.609375 Penalty: 2362.398926
	Iteration 11Q: 3 clusters Score -182357.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -182363.046875 Penalty: 2362.398926
	Iteration 12Q: 3 clusters Score -182363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -182365.234375 Penalty: 2362.398926
	Iteration 13Q: 3 clusters Score -182365.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -182365.421875 Penalty: 2362.398926
	Iteration 14Q: 3 clusters Score -182365.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -182366.046875 Penalty: 2362.398926
	Iteration 15Q: 3 clusters Score -182366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -182366.296875 Penalty: 2362.398926
	Iteration 16Q: 3 clusters Score -182366.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -182366.375000 Penalty: 2362.398926
	Iteration 17Q: 3 clusters Score -182366.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -182366.375000 Penalty: 2362.398926
	Iteration 18F: 3 clusters Score -182366.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Entering Unmasked Estep 
Score: -2500443.250000 Penalty: 1578.164673
	Iteration 0F: 2 clusters Score -2500443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2489467.000000 Penalty: 3156.329346
	Iteration 0F: 3 clusters Score -2489467 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2493614.000000 Penalty: 3156.329346
	Iteration 1F: 3 clusters Score -2493614 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2494056.750000 Penalty: 3156.329346
	Iteration 2F: 3 clusters Score -2494057 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2494451.250000 Penalty: 3156.329346
	Iteration 3F: 3 clusters Score -2494451 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2494788.000000 Penalty: 3156.329346
	Iteration 4Q: 3 clusters Score -2494788 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2495074.000000 Penalty: 3156.329346
	Iteration 5Q: 3 clusters Score -2495074 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2495321.000000 Penalty: 3156.329346
	Iteration 6Q: 3 clusters Score -2495321 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2495513.500000 Penalty: 3156.329346
	Iteration 7Q: 3 clusters Score -2495514 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2495680.750000 Penalty: 3156.329346
	Iteration 8Q: 3 clusters Score -2495681 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2495814.500000 Penalty: 3156.329346
	Iteration 9Q: 3 clusters Score -2495814 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2495948.000000 Penalty: 3156.329346
	Iteration 10Q: 3 clusters Score -2495948 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2496054.500000 Penalty: 3156.329346
	Iteration 11Q: 3 clusters Score -2496054 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2496203.000000 Penalty: 3156.329346
	Iteration 12Q: 3 clusters Score -2496203 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2496371.250000 Penalty: 3156.329346
	Iteration 13Q: 3 clusters Score -2496371 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2496530.750000 Penalty: 3156.329346
	Iteration 14Q: 3 clusters Score -2496531 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2496698.000000 Penalty: 3156.329346
	Iteration 15Q: 3 clusters Score -2496698 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2496846.250000 Penalty: 3156.329346
	Iteration 16Q: 3 clusters Score -2496846 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2496987.750000 Penalty: 3156.329346
	Iteration 17Q: 3 clusters Score -2496988 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2497136.000000 Penalty: 3156.329346
	Iteration 18Q: 3 clusters Score -2497136 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2497304.750000 Penalty: 3156.329346
	Iteration 19Q: 3 clusters Score -2497305 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2497484.000000 Penalty: 3156.329346
	Iteration 20F: 3 clusters Score -2497484 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2497686.500000 Penalty: 3156.329346
	Iteration 21Q: 3 clusters Score -2497686 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2497888.250000 Penalty: 3156.329346
	Iteration 22Q: 3 clusters Score -2497888 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2498092.000000 Penalty: 3156.329346
	Iteration 23Q: 3 clusters Score -2498092 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2498296.750000 Penalty: 3156.329346
	Iteration 24Q: 3 clusters Score -2498297 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2498457.250000 Penalty: 3156.329346
	Iteration 25Q: 3 clusters Score -2498457 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2498611.250000 Penalty: 3156.329346
	Iteration 26Q: 3 clusters Score -2498611 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2498755.500000 Penalty: 3156.329346
	Iteration 27Q: 3 clusters Score -2498756 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2498864.250000 Penalty: 3156.329346
	Iteration 28Q: 3 clusters Score -2498864 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2498928.250000 Penalty: 3156.329346
	Iteration 29Q: 3 clusters Score -2498928 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2498978.500000 Penalty: 3156.329346
	Iteration 30Q: 3 clusters Score -2498978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2499019.000000 Penalty: 3156.329346
	Iteration 31Q: 3 clusters Score -2499019 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2499054.250000 Penalty: 3156.329346
	Iteration 32Q: 3 clusters Score -2499054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2499068.000000 Penalty: 3156.329346
	Iteration 33Q: 3 clusters Score -2499068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2499087.500000 Penalty: 3156.329346
	Iteration 34Q: 3 clusters Score -2499088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2499094.750000 Penalty: 3156.329346
	Iteration 35Q: 3 clusters Score -2499095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2499105.250000 Penalty: 3156.329346
	Iteration 36Q: 3 clusters Score -2499105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2499110.750000 Penalty: 3156.329346
	Iteration 37Q: 3 clusters Score -2499111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2499118.000000 Penalty: 3156.329346
	Iteration 38Q: 3 clusters Score -2499118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2499121.750000 Penalty: 3156.329346
	Iteration 39Q: 3 clusters Score -2499122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2499127.750000 Penalty: 3156.329346
	Iteration 40F: 3 clusters Score -2499128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2499133.000000 Penalty: 3156.329346
	Iteration 41Q: 3 clusters Score -2499133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -2499139.750000 Penalty: 3156.329346
	Iteration 42Q: 3 clusters Score -2499140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2499142.500000 Penalty: 3156.329346
	Iteration 43Q: 3 clusters Score -2499142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2499144.000000 Penalty: 3156.329346
	Iteration 44Q: 3 clusters Score -2499144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2499148.250000 Penalty: 3156.329346
	Iteration 45Q: 3 clusters Score -2499148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2499148.250000 Penalty: 3156.329346
	Iteration 46Q: 3 clusters Score -2499148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2499149.250000 Penalty: 3156.329346
	Iteration 47Q: 3 clusters Score -2499149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2499155.500000 Penalty: 3156.329346
	Iteration 48Q: 3 clusters Score -2499156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2499154.250000 Penalty: 3156.329346
	Iteration 49Q: 3 clusters Score -2499154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2499156.500000 Penalty: 3156.329346
	Iteration 50Q: 3 clusters Score -2499156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2499159.250000 Penalty: 3156.329346
	Iteration 51Q: 3 clusters Score -2499159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2499161.250000 Penalty: 3156.329346
	Iteration 52Q: 3 clusters Score -2499161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2499167.000000 Penalty: 3156.329346
	Iteration 53Q: 3 clusters Score -2499167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2499168.500000 Penalty: 3156.329346
	Iteration 54Q: 3 clusters Score -2499168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2499174.250000 Penalty: 3156.329346
	Iteration 55Q: 3 clusters Score -2499174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2499174.500000 Penalty: 3156.329346
	Iteration 56Q: 3 clusters Score -2499174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2499172.500000 Penalty: 3156.329346
	Iteration 57Q: 3 clusters Score -2499172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2499172.500000 Penalty: 3156.329346
	Iteration 58F: 3 clusters Score -2499172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -147443.421875 Penalty: 1156.017822
	Iteration 0F: 2 clusters Score -147443.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -145982.078125 Penalty: 2312.035645
	Iteration 0F: 3 clusters Score -145982.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -146508.906250 Penalty: 2312.035645
	Iteration 1F: 3 clusters Score -146508.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -146850.734375 Penalty: 2312.035645
	Iteration 2F: 3 clusters Score -146850.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -147090.203125 Penalty: 2312.035645
	Iteration 3F: 3 clusters Score -147090.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -147209.265625 Penalty: 2312.035645
	Iteration 4F: 3 clusters Score -147209.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -147270.015625 Penalty: 2312.035645
	Iteration 5Q: 3 clusters Score -147270 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -147328.562500 Penalty: 2312.035645
	Iteration 6Q: 3 clusters Score -147328.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -147378.296875 Penalty: 2312.035645
	Iteration 7Q: 3 clusters Score -147378.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -147415.078125 Penalty: 2312.035645
	Iteration 8Q: 3 clusters Score -147415.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -147430.671875 Penalty: 2312.035645
	Iteration 9Q: 3 clusters Score -147430.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -147435.875000 Penalty: 2312.035645
	Iteration 10Q: 3 clusters Score -147435.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -147442.078125 Penalty: 2312.035645
	Iteration 11Q: 3 clusters Score -147442.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -147447.968750 Penalty: 2312.035645
	Iteration 12Q: 3 clusters Score -147448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -147449.859375 Penalty: 2312.035645
	Iteration 13Q: 3 clusters Score -147449.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -147449.859375 Penalty: 2312.035645
	Iteration 14F: 3 clusters Score -147449.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16511 members 
Mstep: Class 4 contains 527 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10741 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22470 members 
Mstep: Class 13 contains 8227 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13289 members 
Mstep: Class 26 contains 8088 members 
Mstep: Class 27 contains 12433 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11862 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24717 members 
Mstep: Class 44 contains 16336 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12713 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23024 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Mstep: Class 81 contains 702 members 
Entering Unmasked Estep 
Score: -85943464.000000 Penalty: 175152.437500
Splitting cluster 4 changes total score from -85944456.000000 to -85943464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (29674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Entering Unmasked Estep 
Score: -4524521.000000 Penalty: 1673.429199
	Iteration 0F: 2 clusters Score -4524521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -4507554.500000 Penalty: 3346.858398
	Iteration 0F: 3 clusters Score -4507554 nChanged 13691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -4515020.500000 Penalty: 3346.858398
	Iteration 1F: 3 clusters Score -4515020 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -4515505.500000 Penalty: 3346.858398
	Iteration 2Q: 3 clusters Score -4515506 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -4515977.000000 Penalty: 3346.858398
	Iteration 3Q: 3 clusters Score -4515977 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -4516501.500000 Penalty: 3346.858398
	Iteration 4Q: 3 clusters Score -4516502 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -4517111.500000 Penalty: 3346.858398
	Iteration 5Q: 3 clusters Score -4517112 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -4517783.500000 Penalty: 3346.858398
	Iteration 6F: 3 clusters Score -4517784 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -4518536.500000 Penalty: 3346.858398
	Iteration 7F: 3 clusters Score -4518536 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -4519248.500000 Penalty: 3346.858398
	Iteration 8F: 3 clusters Score -4519248 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -4519899.500000 Penalty: 3346.858398
	Iteration 9F: 3 clusters Score -4519900 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -4520339.000000 Penalty: 3346.858398
	Iteration 10F: 3 clusters Score -4520339 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -4520604.000000 Penalty: 3346.858398
	Iteration 11F: 3 clusters Score -4520604 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -4520775.500000 Penalty: 3346.858398
	Iteration 12Q: 3 clusters Score -4520776 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -4521144.500000 Penalty: 3346.858398
	Iteration 13Q: 3 clusters Score -4521144 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -4521452.500000 Penalty: 3346.858398
	Iteration 14Q: 3 clusters Score -4521452 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -4521720.500000 Penalty: 3346.858398
	Iteration 15Q: 3 clusters Score -4521720 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -4521877.000000 Penalty: 3346.858398
	Iteration 16Q: 3 clusters Score -4521877 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4522080.000000 Penalty: 3346.858398
	Iteration 17Q: 3 clusters Score -4522080 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -4522351.000000 Penalty: 3346.858398
	Iteration 18Q: 3 clusters Score -4522351 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4522528.500000 Penalty: 3346.858398
	Iteration 19Q: 3 clusters Score -4522528 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4522736.500000 Penalty: 3346.858398
	Iteration 20F: 3 clusters Score -4522736 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4522903.500000 Penalty: 3346.858398
	Iteration 21Q: 3 clusters Score -4522904 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4522990.500000 Penalty: 3346.858398
	Iteration 22Q: 3 clusters Score -4522990 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4523065.500000 Penalty: 3346.858398
	Iteration 23Q: 3 clusters Score -4523066 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4523117.500000 Penalty: 3346.858398
	Iteration 24Q: 3 clusters Score -4523118 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4523157.500000 Penalty: 3346.858398
	Iteration 25Q: 3 clusters Score -4523158 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4523205.500000 Penalty: 3346.858398
	Iteration 26Q: 3 clusters Score -4523206 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4523244.500000 Penalty: 3346.858398
	Iteration 27Q: 3 clusters Score -4523244 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4523290.500000 Penalty: 3346.858398
	Iteration 28Q: 3 clusters Score -4523290 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4523318.000000 Penalty: 3346.858398
	Iteration 29Q: 3 clusters Score -4523318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4523348.500000 Penalty: 3346.858398
	Iteration 30Q: 3 clusters Score -4523348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4523373.000000 Penalty: 3346.858398
	Iteration 31Q: 3 clusters Score -4523373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4523386.500000 Penalty: 3346.858398
	Iteration 32Q: 3 clusters Score -4523386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4523408.000000 Penalty: 3346.858398
	Iteration 33Q: 3 clusters Score -4523408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4523420.000000 Penalty: 3346.858398
	Iteration 34Q: 3 clusters Score -4523420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4523427.500000 Penalty: 3346.858398
	Iteration 35Q: 3 clusters Score -4523428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4523441.000000 Penalty: 3346.858398
	Iteration 36Q: 3 clusters Score -4523441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4523454.000000 Penalty: 3346.858398
	Iteration 37Q: 3 clusters Score -4523454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4523456.500000 Penalty: 3346.858398
	Iteration 38Q: 3 clusters Score -4523456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4523456.500000 Penalty: 3346.858398
	Iteration 39Q: 3 clusters Score -4523456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4523467.500000 Penalty: 3346.858398
	Iteration 40F: 3 clusters Score -4523468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4523471.500000 Penalty: 3346.858398
	Iteration 41Q: 3 clusters Score -4523472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4523478.500000 Penalty: 3346.858398
	Iteration 42Q: 3 clusters Score -4523478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4523482.500000 Penalty: 3346.858398
	Iteration 43Q: 3 clusters Score -4523482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4523486.000000 Penalty: 3346.858398
	Iteration 44Q: 3 clusters Score -4523486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4523492.500000 Penalty: 3346.858398
	Iteration 45Q: 3 clusters Score -4523492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4523502.500000 Penalty: 3346.858398
	Iteration 46Q: 3 clusters Score -4523502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4523514.000000 Penalty: 3346.858398
	Iteration 47Q: 3 clusters Score -4523514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4523511.000000 Penalty: 3346.858398
	Iteration 48Q: 3 clusters Score -4523511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4523512.000000 Penalty: 3346.858398
	Iteration 49Q: 3 clusters Score -4523512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4523515.000000 Penalty: 3346.858398
	Iteration 50Q: 3 clusters Score -4523515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4523521.000000 Penalty: 3346.858398
	Iteration 51Q: 3 clusters Score -4523521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4523520.000000 Penalty: 3346.858398
	Iteration 52Q: 3 clusters Score -4523520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4523513.000000 Penalty: 3346.858398
	Iteration 53Q: 3 clusters Score -4523513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4523515.000000 Penalty: 3346.858398
	Iteration 54Q: 3 clusters Score -4523515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4523529.000000 Penalty: 3346.858398
	Iteration 55Q: 3 clusters Score -4523529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4523526.500000 Penalty: 3346.858398
	Iteration 56Q: 3 clusters Score -4523526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4523532.000000 Penalty: 3346.858398
	Iteration 57Q: 3 clusters Score -4523532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4523531.500000 Penalty: 3346.858398
	Iteration 58Q: 3 clusters Score -4523532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4523547.000000 Penalty: 3346.858398
	Iteration 59Q: 3 clusters Score -4523547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4523547.500000 Penalty: 3346.858398
	Iteration 60F: 3 clusters Score -4523548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4523544.000000 Penalty: 3346.858398
	Iteration 61Q: 3 clusters Score -4523544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4523557.000000 Penalty: 3346.858398
	Iteration 62Q: 3 clusters Score -4523557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4523565.000000 Penalty: 3346.858398
	Iteration 63Q: 3 clusters Score -4523565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4523571.000000 Penalty: 3346.858398
	Iteration 64Q: 3 clusters Score -4523571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4523575.000000 Penalty: 3346.858398
	Iteration 65Q: 3 clusters Score -4523575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4523574.500000 Penalty: 3346.858398
	Iteration 66Q: 3 clusters Score -4523574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4523570.000000 Penalty: 3346.858398
	Iteration 67Q: 3 clusters Score -4523570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4523580.000000 Penalty: 3346.858398
	Iteration 68Q: 3 clusters Score -4523580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4523587.000000 Penalty: 3346.858398
	Iteration 69Q: 3 clusters Score -4523587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4523586.500000 Penalty: 3346.858398
	Iteration 70Q: 3 clusters Score -4523586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4523587.000000 Penalty: 3346.858398
	Iteration 71Q: 3 clusters Score -4523587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4523589.000000 Penalty: 3346.858398
	Iteration 72Q: 3 clusters Score -4523589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4523588.000000 Penalty: 3346.858398
	Iteration 73Q: 3 clusters Score -4523588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4523591.500000 Penalty: 3346.858398
	Iteration 74Q: 3 clusters Score -4523592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4523593.000000 Penalty: 3346.858398
	Iteration 75Q: 3 clusters Score -4523593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4523593.000000 Penalty: 3346.858398
	Iteration 76F: 3 clusters Score -4523593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -188195.546875 Penalty: 1188.072998
	Iteration 0F: 2 clusters Score -188195.5 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 766 members 
Entering Unmasked Estep 
Score: -186443.875000 Penalty: 2376.145996
	Iteration 0F: 3 clusters Score -186443.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -186856.750000 Penalty: 2376.145996
	Iteration 1F: 3 clusters Score -186856.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -186975.281250 Penalty: 2376.145996
	Iteration 2F: 3 clusters Score -186975.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -187045.531250 Penalty: 2376.145996
	Iteration 3F: 3 clusters Score -187045.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -187106.312500 Penalty: 2376.145996
	Iteration 4Q: 3 clusters Score -187106.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -187204.531250 Penalty: 2376.145996
	Iteration 5Q: 3 clusters Score -187204.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -187299.406250 Penalty: 2376.145996
	Iteration 6Q: 3 clusters Score -187299.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -187370.125000 Penalty: 2376.145996
	Iteration 7Q: 3 clusters Score -187370.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -187443.062500 Penalty: 2376.145996
	Iteration 8Q: 3 clusters Score -187443.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -187532.953125 Penalty: 2376.145996
	Iteration 9Q: 3 clusters Score -187533 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -187610.546875 Penalty: 2376.145996
	Iteration 10Q: 3 clusters Score -187610.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -187664.718750 Penalty: 2376.145996
	Iteration 11Q: 3 clusters Score -187664.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -187690.656250 Penalty: 2376.145996
	Iteration 12Q: 3 clusters Score -187690.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -187711.968750 Penalty: 2376.145996
	Iteration 13Q: 3 clusters Score -187712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -187733.984375 Penalty: 2376.145996
	Iteration 14Q: 3 clusters Score -187734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -187748.750000 Penalty: 2376.145996
	Iteration 15Q: 3 clusters Score -187748.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -187754.875000 Penalty: 2376.145996
	Iteration 16Q: 3 clusters Score -187754.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -187757.750000 Penalty: 2376.145996
	Iteration 17Q: 3 clusters Score -187757.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -187758.390625 Penalty: 2376.145996
	Iteration 18Q: 3 clusters Score -187758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -187759.296875 Penalty: 2376.145996
	Iteration 19Q: 3 clusters Score -187759.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -187759.296875 Penalty: 2376.145996
	Iteration 20F: 3 clusters Score -187759.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Entering Unmasked Estep 
Score: -1615517.375000 Penalty: 1555.131592
	Iteration 0F: 2 clusters Score -1615517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1605528.500000 Penalty: 3110.263184
	Iteration 0F: 3 clusters Score -1605528 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1608893.625000 Penalty: 3110.263184
	Iteration 1F: 3 clusters Score -1608894 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1609228.250000 Penalty: 3110.263184
	Iteration 2F: 3 clusters Score -1609228 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1609571.750000 Penalty: 3110.263184
	Iteration 3Q: 3 clusters Score -1609572 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1610019.000000 Penalty: 3110.263184
	Iteration 4F: 3 clusters Score -1610019 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1610479.875000 Penalty: 3110.263184
	Iteration 5F: 3 clusters Score -1610480 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1610920.250000 Penalty: 3110.263184
	Iteration 6F: 3 clusters Score -1610920 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1611323.500000 Penalty: 3110.263184
	Iteration 7Q: 3 clusters Score -1611324 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1611764.125000 Penalty: 3110.263184
	Iteration 8Q: 3 clusters Score -1611764 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1612254.625000 Penalty: 3110.263184
	Iteration 9Q: 3 clusters Score -1612255 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1612798.000000 Penalty: 3110.263184
	Iteration 10Q: 3 clusters Score -1612798 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1613305.125000 Penalty: 3110.263184
	Iteration 11Q: 3 clusters Score -1613305 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1613730.625000 Penalty: 3110.263184
	Iteration 12Q: 3 clusters Score -1613731 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1614114.125000 Penalty: 3110.263184
	Iteration 13Q: 3 clusters Score -1614114 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1614467.250000 Penalty: 3110.263184
	Iteration 14Q: 3 clusters Score -1614467 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1614733.250000 Penalty: 3110.263184
	Iteration 15Q: 3 clusters Score -1614733 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1614881.875000 Penalty: 3110.263184
	Iteration 16Q: 3 clusters Score -1614882 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1615017.250000 Penalty: 3110.263184
	Iteration 17Q: 3 clusters Score -1615017 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1615159.375000 Penalty: 3110.263184
	Iteration 18Q: 3 clusters Score -1615159 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1615263.750000 Penalty: 3110.263184
	Iteration 19Q: 3 clusters Score -1615264 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1615310.500000 Penalty: 3110.263184
	Iteration 20F: 3 clusters Score -1615310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1615331.625000 Penalty: 3110.263184
	Iteration 21Q: 3 clusters Score -1615332 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1615345.500000 Penalty: 3110.263184
	Iteration 22Q: 3 clusters Score -1615346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1615345.500000 Penalty: 3110.263184
	Iteration 23Q: 3 clusters Score -1615346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1615351.125000 Penalty: 3110.263184
	Iteration 24Q: 3 clusters Score -1615351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1615351.750000 Penalty: 3110.263184
	Iteration 25Q: 3 clusters Score -1615352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1615352.375000 Penalty: 3110.263184
	Iteration 26Q: 3 clusters Score -1615352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1615352.375000 Penalty: 3110.263184
	Iteration 27Q: 3 clusters Score -1615352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1615352.375000 Penalty: 3110.263184
	Iteration 28F: 3 clusters Score -1615352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -19635.587891 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -19635.59 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 110 members 
Entering Unmasked Estep 
Score: -19015.455078 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -19015.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19096.919922 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -19096.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19126.056641 Penalty: 1726.791992
	Iteration 2Q: 3 clusters Score -19126.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19138.105469 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -19138.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19150.978516 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -19150.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19163.390625 Penalty: 1726.791992
	Iteration 5Q: 3 clusters Score -19163.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19172.185547 Penalty: 1726.791992
	Iteration 6Q: 3 clusters Score -19172.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19179.068359 Penalty: 1726.791992
	Iteration 7Q: 3 clusters Score -19179.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19192.986328 Penalty: 1726.791992
	Iteration 8Q: 3 clusters Score -19192.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19199.845703 Penalty: 1726.791992
	Iteration 9Q: 3 clusters Score -19199.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19224.505859 Penalty: 1726.791992
	Iteration 10Q: 3 clusters Score -19224.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19225.732422 Penalty: 1726.791992
	Iteration 11Q: 3 clusters Score -19225.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19225.732422 Penalty: 1726.791992
	Iteration 12F: 3 clusters Score -19225.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Entering Unmasked Estep 
Score: -1598543.125000 Penalty: 1508.296265
	Iteration 0F: 2 clusters Score -1598543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1591008.125000 Penalty: 3016.592529
	Iteration 0F: 3 clusters Score -1591008 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1593679.375000 Penalty: 3016.592529
	Iteration 1F: 3 clusters Score -1593679 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1594129.000000 Penalty: 3016.592529
	Iteration 2F: 3 clusters Score -1594129 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1594615.625000 Penalty: 3016.592529
	Iteration 3F: 3 clusters Score -1594616 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1595176.250000 Penalty: 3016.592529
	Iteration 4F: 3 clusters Score -1595176 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1595695.375000 Penalty: 3016.592529
	Iteration 5F: 3 clusters Score -1595695 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1596076.000000 Penalty: 3016.592529
	Iteration 6F: 3 clusters Score -1596076 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1596416.500000 Penalty: 3016.592529
	Iteration 7Q: 3 clusters Score -1596416 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1596727.750000 Penalty: 3016.592529
	Iteration 8Q: 3 clusters Score -1596728 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1596994.125000 Penalty: 3016.592529
	Iteration 9Q: 3 clusters Score -1596994 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1597224.250000 Penalty: 3016.592529
	Iteration 10Q: 3 clusters Score -1597224 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1597377.625000 Penalty: 3016.592529
	Iteration 11Q: 3 clusters Score -1597378 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1597481.375000 Penalty: 3016.592529
	Iteration 12Q: 3 clusters Score -1597481 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1597565.000000 Penalty: 3016.592529
	Iteration 13Q: 3 clusters Score -1597565 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1597638.000000 Penalty: 3016.592529
	Iteration 14Q: 3 clusters Score -1597638 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1597697.625000 Penalty: 3016.592529
	Iteration 15Q: 3 clusters Score -1597698 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1597747.375000 Penalty: 3016.592529
	Iteration 16Q: 3 clusters Score -1597747 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1597782.375000 Penalty: 3016.592529
	Iteration 17Q: 3 clusters Score -1597782 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1597815.500000 Penalty: 3016.592529
	Iteration 18Q: 3 clusters Score -1597816 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1597834.125000 Penalty: 3016.592529
	Iteration 19Q: 3 clusters Score -1597834 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1597851.125000 Penalty: 3016.592529
	Iteration 20F: 3 clusters Score -1597851 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1597858.750000 Penalty: 3016.592529
	Iteration 21Q: 3 clusters Score -1597859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1597861.000000 Penalty: 3016.592529
	Iteration 22Q: 3 clusters Score -1597861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1597865.875000 Penalty: 3016.592529
	Iteration 23Q: 3 clusters Score -1597866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1597870.625000 Penalty: 3016.592529
	Iteration 24Q: 3 clusters Score -1597871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1597874.375000 Penalty: 3016.592529
	Iteration 25Q: 3 clusters Score -1597874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1597874.750000 Penalty: 3016.592529
	Iteration 26Q: 3 clusters Score -1597875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1597881.500000 Penalty: 3016.592529
	Iteration 27Q: 3 clusters Score -1597882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1597884.750000 Penalty: 3016.592529
	Iteration 28Q: 3 clusters Score -1597885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1597879.125000 Penalty: 3016.592529
	Iteration 29Q: 3 clusters Score -1597879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1597881.250000 Penalty: 3016.592529
	Iteration 30Q: 3 clusters Score -1597881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1597882.125000 Penalty: 3016.592529
	Iteration 31Q: 3 clusters Score -1597882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1597881.375000 Penalty: 3016.592529
	Iteration 32Q: 3 clusters Score -1597881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1597882.375000 Penalty: 3016.592529
	Iteration 33Q: 3 clusters Score -1597882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1597882.375000 Penalty: 3016.592529
	Iteration 34F: 3 clusters Score -1597882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Entering Unmasked Estep 
Score: -649874.437500 Penalty: 1378.691772
	Iteration 0F: 2 clusters Score -649874.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -645972.875000 Penalty: 2757.383545
	Iteration 0F: 3 clusters Score -645972.9 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -647042.375000 Penalty: 2757.383545
	Iteration 1F: 3 clusters Score -647042.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -647260.312500 Penalty: 2757.383545
	Iteration 2F: 3 clusters Score -647260.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -647435.875000 Penalty: 2757.383545
	Iteration 3F: 3 clusters Score -647435.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -647612.562500 Penalty: 2757.383545
	Iteration 4F: 3 clusters Score -647612.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -647773.625000 Penalty: 2757.383545
	Iteration 5Q: 3 clusters Score -647773.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -647935.375000 Penalty: 2757.383545
	Iteration 6Q: 3 clusters Score -647935.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -648081.125000 Penalty: 2757.383545
	Iteration 7Q: 3 clusters Score -648081.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -648239.437500 Penalty: 2757.383545
	Iteration 8Q: 3 clusters Score -648239.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -648425.687500 Penalty: 2757.383545
	Iteration 9Q: 3 clusters Score -648425.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -648588.375000 Penalty: 2757.383545
	Iteration 10Q: 3 clusters Score -648588.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -648706.062500 Penalty: 2757.383545
	Iteration 11Q: 3 clusters Score -648706.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -648790.375000 Penalty: 2757.383545
	Iteration 12Q: 3 clusters Score -648790.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -648862.375000 Penalty: 2757.383545
	Iteration 13Q: 3 clusters Score -648862.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -648897.750000 Penalty: 2757.383545
	Iteration 14Q: 3 clusters Score -648897.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -648916.062500 Penalty: 2757.383545
	Iteration 15Q: 3 clusters Score -648916.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -648929.375000 Penalty: 2757.383545
	Iteration 16Q: 3 clusters Score -648929.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -648946.812500 Penalty: 2757.383545
	Iteration 17Q: 3 clusters Score -648946.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -648966.062500 Penalty: 2757.383545
	Iteration 18Q: 3 clusters Score -648966.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -648979.312500 Penalty: 2757.383545
	Iteration 19Q: 3 clusters Score -648979.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -648995.125000 Penalty: 2757.383545
	Iteration 20F: 3 clusters Score -648995.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -649009.437500 Penalty: 2757.383545
	Iteration 21Q: 3 clusters Score -649009.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -649020.500000 Penalty: 2757.383545
	Iteration 22Q: 3 clusters Score -649020.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -649030.312500 Penalty: 2757.383545
	Iteration 23Q: 3 clusters Score -649030.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -649040.875000 Penalty: 2757.383545
	Iteration 24Q: 3 clusters Score -649040.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -649050.687500 Penalty: 2757.383545
	Iteration 25Q: 3 clusters Score -649050.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -649056.937500 Penalty: 2757.383545
	Iteration 26Q: 3 clusters Score -649056.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -649065.187500 Penalty: 2757.383545
	Iteration 27Q: 3 clusters Score -649065.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -649070.687500 Penalty: 2757.383545
	Iteration 28Q: 3 clusters Score -649070.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -649077.375000 Penalty: 2757.383545
	Iteration 29Q: 3 clusters Score -649077.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -649082.562500 Penalty: 2757.383545
	Iteration 30Q: 3 clusters Score -649082.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -649087.437500 Penalty: 2757.383545
	Iteration 31Q: 3 clusters Score -649087.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -649091.000000 Penalty: 2757.383545
	Iteration 32Q: 3 clusters Score -649091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -649096.250000 Penalty: 2757.383545
	Iteration 33Q: 3 clusters Score -649096.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -649098.812500 Penalty: 2757.383545
	Iteration 34Q: 3 clusters Score -649098.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -649102.062500 Penalty: 2757.383545
	Iteration 35Q: 3 clusters Score -649102.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -649105.375000 Penalty: 2757.383545
	Iteration 36Q: 3 clusters Score -649105.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -649106.187500 Penalty: 2757.383545
	Iteration 37Q: 3 clusters Score -649106.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -649107.375000 Penalty: 2757.383545
	Iteration 38Q: 3 clusters Score -649107.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -649109.125000 Penalty: 2757.383545
	Iteration 39Q: 3 clusters Score -649109.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -649110.312500 Penalty: 2757.383545
	Iteration 40F: 3 clusters Score -649110.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -649110.437500 Penalty: 2757.383545
	Iteration 41Q: 3 clusters Score -649110.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -649111.687500 Penalty: 2757.383545
	Iteration 42Q: 3 clusters Score -649111.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -649110.687500 Penalty: 2757.383545
	Iteration 43Q: 3 clusters Score -649110.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -649110.937500 Penalty: 2757.383545
	Iteration 44Q: 3 clusters Score -649110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -649111.437500 Penalty: 2757.383545
	Iteration 45Q: 3 clusters Score -649111.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -649111.437500 Penalty: 2757.383545
	Iteration 46F: 3 clusters Score -649111.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -230655.046875 Penalty: 1201.104980
	Iteration 0F: 2 clusters Score -230655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -228819.890625 Penalty: 2402.209961
	Iteration 0F: 3 clusters Score -228819.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -229251.750000 Penalty: 2402.209961
	Iteration 1F: 3 clusters Score -229251.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -229356.046875 Penalty: 2402.209961
	Iteration 2F: 3 clusters Score -229356 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -229425.718750 Penalty: 2402.209961
	Iteration 3Q: 3 clusters Score -229425.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -229468.718750 Penalty: 2402.209961
	Iteration 4Q: 3 clusters Score -229468.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -229490.078125 Penalty: 2402.209961
	Iteration 5Q: 3 clusters Score -229490.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -229504.312500 Penalty: 2402.209961
	Iteration 6Q: 3 clusters Score -229504.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -229525.750000 Penalty: 2402.209961
	Iteration 7Q: 3 clusters Score -229525.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -229544.078125 Penalty: 2402.209961
	Iteration 8Q: 3 clusters Score -229544.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -229562.015625 Penalty: 2402.209961
	Iteration 9Q: 3 clusters Score -229562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -229589.187500 Penalty: 2402.209961
	Iteration 10Q: 3 clusters Score -229589.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -229631.718750 Penalty: 2402.209961
	Iteration 11Q: 3 clusters Score -229631.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -229679.484375 Penalty: 2402.209961
	Iteration 12Q: 3 clusters Score -229679.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -229729.062500 Penalty: 2402.209961
	Iteration 13Q: 3 clusters Score -229729.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -229807.812500 Penalty: 2402.209961
	Iteration 14Q: 3 clusters Score -229807.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -229909.031250 Penalty: 2402.209961
	Iteration 15Q: 3 clusters Score -229909 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -230006.437500 Penalty: 2402.209961
	Iteration 16Q: 3 clusters Score -230006.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -230087.296875 Penalty: 2402.209961
	Iteration 17Q: 3 clusters Score -230087.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -230148.109375 Penalty: 2402.209961
	Iteration 18Q: 3 clusters Score -230148.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -230199.093750 Penalty: 2402.209961
	Iteration 19Q: 3 clusters Score -230199.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -230252.640625 Penalty: 2402.209961
	Iteration 20F: 3 clusters Score -230252.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -230287.000000 Penalty: 2402.209961
	Iteration 21Q: 3 clusters Score -230287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -230303.328125 Penalty: 2402.209961
	Iteration 22Q: 3 clusters Score -230303.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -230315.265625 Penalty: 2402.209961
	Iteration 23Q: 3 clusters Score -230315.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -230338.156250 Penalty: 2402.209961
	Iteration 24Q: 3 clusters Score -230338.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -230362.031250 Penalty: 2402.209961
	Iteration 25Q: 3 clusters Score -230362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -230395.812500 Penalty: 2402.209961
	Iteration 26Q: 3 clusters Score -230395.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -230420.375000 Penalty: 2402.209961
	Iteration 27Q: 3 clusters Score -230420.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -230446.921875 Penalty: 2402.209961
	Iteration 28Q: 3 clusters Score -230446.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -230461.265625 Penalty: 2402.209961
	Iteration 29Q: 3 clusters Score -230461.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -230472.890625 Penalty: 2402.209961
	Iteration 30Q: 3 clusters Score -230472.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -230484.703125 Penalty: 2402.209961
	Iteration 31Q: 3 clusters Score -230484.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -230500.859375 Penalty: 2402.209961
	Iteration 32Q: 3 clusters Score -230500.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -230519.859375 Penalty: 2402.209961
	Iteration 33Q: 3 clusters Score -230519.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -230532.093750 Penalty: 2402.209961
	Iteration 34Q: 3 clusters Score -230532.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -230543.484375 Penalty: 2402.209961
	Iteration 35Q: 3 clusters Score -230543.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -230554.062500 Penalty: 2402.209961
	Iteration 36Q: 3 clusters Score -230554.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -230564.375000 Penalty: 2402.209961
	Iteration 37Q: 3 clusters Score -230564.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -230568.875000 Penalty: 2402.209961
	Iteration 38Q: 3 clusters Score -230568.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -230572.218750 Penalty: 2402.209961
	Iteration 39Q: 3 clusters Score -230572.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -230573.453125 Penalty: 2402.209961
	Iteration 40F: 3 clusters Score -230573.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -230574.937500 Penalty: 2402.209961
	Iteration 41Q: 3 clusters Score -230574.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -230575.625000 Penalty: 2402.209961
	Iteration 42Q: 3 clusters Score -230575.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -230576.234375 Penalty: 2402.209961
	Iteration 43Q: 3 clusters Score -230576.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -230577.421875 Penalty: 2402.209961
	Iteration 44Q: 3 clusters Score -230577.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -230578.140625 Penalty: 2402.209961
	Iteration 45Q: 3 clusters Score -230578.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -230578.859375 Penalty: 2402.209961
	Iteration 46Q: 3 clusters Score -230578.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -230580.140625 Penalty: 2402.209961
	Iteration 47Q: 3 clusters Score -230580.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -230581.390625 Penalty: 2402.209961
	Iteration 48Q: 3 clusters Score -230581.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -230582.171875 Penalty: 2402.209961
	Iteration 49Q: 3 clusters Score -230582.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -230584.734375 Penalty: 2402.209961
	Iteration 50Q: 3 clusters Score -230584.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -230585.437500 Penalty: 2402.209961
	Iteration 51Q: 3 clusters Score -230585.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -230586.218750 Penalty: 2402.209961
	Iteration 52Q: 3 clusters Score -230586.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -230586.750000 Penalty: 2402.209961
	Iteration 53Q: 3 clusters Score -230586.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -230586.750000 Penalty: 2402.209961
	Iteration 54F: 3 clusters Score -230586.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Entering Unmasked Estep 
Score: -3419141.000000 Penalty: 1628.239746
	Iteration 0F: 2 clusters Score -3419141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -3405082.750000 Penalty: 3256.479492
	Iteration 0F: 3 clusters Score -3405083 nChanged 10301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -3410973.250000 Penalty: 3256.479492
	Iteration 1F: 3 clusters Score -3410973 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -3411573.000000 Penalty: 3256.479492
	Iteration 2F: 3 clusters Score -3411573 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3412179.000000 Penalty: 3256.479492
	Iteration 3F: 3 clusters Score -3412179 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -3412856.000000 Penalty: 3256.479492
	Iteration 4F: 3 clusters Score -3412856 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -3413608.250000 Penalty: 3256.479492
	Iteration 5F: 3 clusters Score -3413608 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -3414423.000000 Penalty: 3256.479492
	Iteration 6F: 3 clusters Score -3414423 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3415229.750000 Penalty: 3256.479492
	Iteration 7F: 3 clusters Score -3415230 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -3416073.750000 Penalty: 3256.479492
	Iteration 8F: 3 clusters Score -3416074 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -3416659.500000 Penalty: 3256.479492
	Iteration 9Q: 3 clusters Score -3416660 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3417077.000000 Penalty: 3256.479492
	Iteration 10Q: 3 clusters Score -3417077 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3417341.000000 Penalty: 3256.479492
	Iteration 11Q: 3 clusters Score -3417341 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3417495.750000 Penalty: 3256.479492
	Iteration 12Q: 3 clusters Score -3417496 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3417603.500000 Penalty: 3256.479492
	Iteration 13Q: 3 clusters Score -3417604 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3417673.500000 Penalty: 3256.479492
	Iteration 14Q: 3 clusters Score -3417674 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3417721.500000 Penalty: 3256.479492
	Iteration 15Q: 3 clusters Score -3417722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3417743.500000 Penalty: 3256.479492
	Iteration 16Q: 3 clusters Score -3417744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3417758.000000 Penalty: 3256.479492
	Iteration 17Q: 3 clusters Score -3417758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3417764.000000 Penalty: 3256.479492
	Iteration 18Q: 3 clusters Score -3417764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3417768.750000 Penalty: 3256.479492
	Iteration 19Q: 3 clusters Score -3417769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3417780.000000 Penalty: 3256.479492
	Iteration 20F: 3 clusters Score -3417780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3417792.250000 Penalty: 3256.479492
	Iteration 21Q: 3 clusters Score -3417792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3417816.500000 Penalty: 3256.479492
	Iteration 22Q: 3 clusters Score -3417816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3417824.750000 Penalty: 3256.479492
	Iteration 23Q: 3 clusters Score -3417825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3417825.000000 Penalty: 3256.479492
	Iteration 24Q: 3 clusters Score -3417825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3417826.500000 Penalty: 3256.479492
	Iteration 25Q: 3 clusters Score -3417826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3417825.500000 Penalty: 3256.479492
	Iteration 26Q: 3 clusters Score -3417826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3417827.250000 Penalty: 3256.479492
	Iteration 27Q: 3 clusters Score -3417827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3417827.250000 Penalty: 3256.479492
	Iteration 28F: 3 clusters Score -3417827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Entering Unmasked Estep 
Score: -1213210.125000 Penalty: 1464.966187
	Iteration 0F: 2 clusters Score -1213210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1207219.000000 Penalty: 2929.932373
	Iteration 0F: 3 clusters Score -1207219 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1209024.000000 Penalty: 2929.932373
	Iteration 1F: 3 clusters Score -1209024 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1209245.625000 Penalty: 2929.932373
	Iteration 2F: 3 clusters Score -1209246 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1209409.125000 Penalty: 2929.932373
	Iteration 3F: 3 clusters Score -1209409 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1209544.125000 Penalty: 2929.932373
	Iteration 4Q: 3 clusters Score -1209544 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1209668.500000 Penalty: 2929.932373
	Iteration 5Q: 3 clusters Score -1209668 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1209794.875000 Penalty: 2929.932373
	Iteration 6Q: 3 clusters Score -1209795 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1209925.750000 Penalty: 2929.932373
	Iteration 7Q: 3 clusters Score -1209926 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1210060.625000 Penalty: 2929.932373
	Iteration 8Q: 3 clusters Score -1210061 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1210200.125000 Penalty: 2929.932373
	Iteration 9Q: 3 clusters Score -1210200 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1210335.125000 Penalty: 2929.932373
	Iteration 10Q: 3 clusters Score -1210335 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1210466.375000 Penalty: 2929.932373
	Iteration 11Q: 3 clusters Score -1210466 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1210616.875000 Penalty: 2929.932373
	Iteration 12Q: 3 clusters Score -1210617 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1210755.625000 Penalty: 2929.932373
	Iteration 13Q: 3 clusters Score -1210756 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1210865.125000 Penalty: 2929.932373
	Iteration 14Q: 3 clusters Score -1210865 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1210982.250000 Penalty: 2929.932373
	Iteration 15Q: 3 clusters Score -1210982 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1211103.125000 Penalty: 2929.932373
	Iteration 16Q: 3 clusters Score -1211103 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1211211.875000 Penalty: 2929.932373
	Iteration 17Q: 3 clusters Score -1211212 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1211293.500000 Penalty: 2929.932373
	Iteration 18Q: 3 clusters Score -1211294 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1211378.625000 Penalty: 2929.932373
	Iteration 19Q: 3 clusters Score -1211379 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1211455.000000 Penalty: 2929.932373
	Iteration 20F: 3 clusters Score -1211455 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1211545.375000 Penalty: 2929.932373
	Iteration 21Q: 3 clusters Score -1211545 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1211627.125000 Penalty: 2929.932373
	Iteration 22Q: 3 clusters Score -1211627 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1211688.250000 Penalty: 2929.932373
	Iteration 23Q: 3 clusters Score -1211688 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1211733.750000 Penalty: 2929.932373
	Iteration 24Q: 3 clusters Score -1211734 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1211769.750000 Penalty: 2929.932373
	Iteration 25Q: 3 clusters Score -1211770 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1211801.625000 Penalty: 2929.932373
	Iteration 26Q: 3 clusters Score -1211802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1211817.125000 Penalty: 2929.932373
	Iteration 27Q: 3 clusters Score -1211817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1211833.625000 Penalty: 2929.932373
	Iteration 28Q: 3 clusters Score -1211834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1211844.375000 Penalty: 2929.932373
	Iteration 29Q: 3 clusters Score -1211844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1211854.500000 Penalty: 2929.932373
	Iteration 30Q: 3 clusters Score -1211854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1211860.375000 Penalty: 2929.932373
	Iteration 31Q: 3 clusters Score -1211860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1211864.750000 Penalty: 2929.932373
	Iteration 32Q: 3 clusters Score -1211865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1211867.875000 Penalty: 2929.932373
	Iteration 33Q: 3 clusters Score -1211868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1211869.250000 Penalty: 2929.932373
	Iteration 34Q: 3 clusters Score -1211869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1211871.625000 Penalty: 2929.932373
	Iteration 35Q: 3 clusters Score -1211872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1211874.250000 Penalty: 2929.932373
	Iteration 36Q: 3 clusters Score -1211874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1211877.750000 Penalty: 2929.932373
	Iteration 37Q: 3 clusters Score -1211878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1211879.000000 Penalty: 2929.932373
	Iteration 38Q: 3 clusters Score -1211879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1211884.625000 Penalty: 2929.932373
	Iteration 39Q: 3 clusters Score -1211885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1211885.750000 Penalty: 2929.932373
	Iteration 40F: 3 clusters Score -1211886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1211890.250000 Penalty: 2929.932373
	Iteration 41Q: 3 clusters Score -1211890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1211895.000000 Penalty: 2929.932373
	Iteration 42Q: 3 clusters Score -1211895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1211896.250000 Penalty: 2929.932373
	Iteration 43Q: 3 clusters Score -1211896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1211900.125000 Penalty: 2929.932373
	Iteration 44Q: 3 clusters Score -1211900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1211903.250000 Penalty: 2929.932373
	Iteration 45Q: 3 clusters Score -1211903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1211906.250000 Penalty: 2929.932373
	Iteration 46Q: 3 clusters Score -1211906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1211909.500000 Penalty: 2929.932373
	Iteration 47Q: 3 clusters Score -1211910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1211908.875000 Penalty: 2929.932373
	Iteration 48Q: 3 clusters Score -1211909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1211906.500000 Penalty: 2929.932373
	Iteration 49Q: 3 clusters Score -1211906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1211907.750000 Penalty: 2929.932373
	Iteration 50Q: 3 clusters Score -1211908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1211910.750000 Penalty: 2929.932373
	Iteration 51Q: 3 clusters Score -1211911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1211910.375000 Penalty: 2929.932373
	Iteration 52Q: 3 clusters Score -1211910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1211911.375000 Penalty: 2929.932373
	Iteration 53Q: 3 clusters Score -1211911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1211911.375000 Penalty: 2929.932373
	Iteration 54Q: 3 clusters Score -1211911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1211913.750000 Penalty: 2929.932373
	Iteration 55Q: 3 clusters Score -1211914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1211914.375000 Penalty: 2929.932373
	Iteration 56Q: 3 clusters Score -1211914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1211914.375000 Penalty: 2929.932373
	Iteration 57F: 3 clusters Score -1211914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Entering Unmasked Estep 
Score: -1679579.125000 Penalty: 1513.550903
	Iteration 0F: 2 clusters Score -1679579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1671770.375000 Penalty: 3027.101807
	Iteration 0F: 3 clusters Score -1671770 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1674353.375000 Penalty: 3027.101807
	Iteration 1F: 3 clusters Score -1674353 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1674606.625000 Penalty: 3027.101807
	Iteration 2F: 3 clusters Score -1674607 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1674817.250000 Penalty: 3027.101807
	Iteration 3Q: 3 clusters Score -1674817 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1674997.125000 Penalty: 3027.101807
	Iteration 4Q: 3 clusters Score -1674997 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1675172.625000 Penalty: 3027.101807
	Iteration 5Q: 3 clusters Score -1675173 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1675375.500000 Penalty: 3027.101807
	Iteration 6Q: 3 clusters Score -1675376 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1675586.875000 Penalty: 3027.101807
	Iteration 7Q: 3 clusters Score -1675587 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1675840.750000 Penalty: 3027.101807
	Iteration 8Q: 3 clusters Score -1675841 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1676119.750000 Penalty: 3027.101807
	Iteration 9Q: 3 clusters Score -1676120 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1676354.250000 Penalty: 3027.101807
	Iteration 10Q: 3 clusters Score -1676354 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1676589.375000 Penalty: 3027.101807
	Iteration 11Q: 3 clusters Score -1676589 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1676839.125000 Penalty: 3027.101807
	Iteration 12Q: 3 clusters Score -1676839 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1677086.500000 Penalty: 3027.101807
	Iteration 13Q: 3 clusters Score -1677086 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1677326.000000 Penalty: 3027.101807
	Iteration 14Q: 3 clusters Score -1677326 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1677531.500000 Penalty: 3027.101807
	Iteration 15Q: 3 clusters Score -1677532 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1677688.750000 Penalty: 3027.101807
	Iteration 16Q: 3 clusters Score -1677689 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1677809.375000 Penalty: 3027.101807
	Iteration 17Q: 3 clusters Score -1677809 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1677918.000000 Penalty: 3027.101807
	Iteration 18Q: 3 clusters Score -1677918 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1678015.750000 Penalty: 3027.101807
	Iteration 19Q: 3 clusters Score -1678016 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1678096.625000 Penalty: 3027.101807
	Iteration 20F: 3 clusters Score -1678097 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1678159.625000 Penalty: 3027.101807
	Iteration 21Q: 3 clusters Score -1678160 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1678201.250000 Penalty: 3027.101807
	Iteration 22Q: 3 clusters Score -1678201 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1678238.000000 Penalty: 3027.101807
	Iteration 23Q: 3 clusters Score -1678238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1678264.625000 Penalty: 3027.101807
	Iteration 24Q: 3 clusters Score -1678265 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1678293.375000 Penalty: 3027.101807
	Iteration 25Q: 3 clusters Score -1678293 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1678318.875000 Penalty: 3027.101807
	Iteration 26Q: 3 clusters Score -1678319 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1678369.000000 Penalty: 3027.101807
	Iteration 27Q: 3 clusters Score -1678369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1678413.000000 Penalty: 3027.101807
	Iteration 28Q: 3 clusters Score -1678413 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1678454.000000 Penalty: 3027.101807
	Iteration 29Q: 3 clusters Score -1678454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1678475.625000 Penalty: 3027.101807
	Iteration 30Q: 3 clusters Score -1678476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1678497.000000 Penalty: 3027.101807
	Iteration 31Q: 3 clusters Score -1678497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1678512.875000 Penalty: 3027.101807
	Iteration 32Q: 3 clusters Score -1678513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1678525.625000 Penalty: 3027.101807
	Iteration 33Q: 3 clusters Score -1678526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1678536.875000 Penalty: 3027.101807
	Iteration 34Q: 3 clusters Score -1678537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1678538.000000 Penalty: 3027.101807
	Iteration 35Q: 3 clusters Score -1678538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1678543.375000 Penalty: 3027.101807
	Iteration 36Q: 3 clusters Score -1678543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1678544.875000 Penalty: 3027.101807
	Iteration 37Q: 3 clusters Score -1678545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1678548.250000 Penalty: 3027.101807
	Iteration 38Q: 3 clusters Score -1678548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1678547.125000 Penalty: 3027.101807
	Iteration 39Q: 3 clusters Score -1678547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1678548.625000 Penalty: 3027.101807
	Iteration 40F: 3 clusters Score -1678549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1678549.625000 Penalty: 3027.101807
	Iteration 41Q: 3 clusters Score -1678550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1678553.000000 Penalty: 3027.101807
	Iteration 42Q: 3 clusters Score -1678553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1678552.875000 Penalty: 3027.101807
	Iteration 43Q: 3 clusters Score -1678553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1678553.250000 Penalty: 3027.101807
	Iteration 44Q: 3 clusters Score -1678553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1678554.375000 Penalty: 3027.101807
	Iteration 45Q: 3 clusters Score -1678554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1678554.375000 Penalty: 3027.101807
	Iteration 46F: 3 clusters Score -1678554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Entering Unmasked Estep 
Score: -827526.312500 Penalty: 1398.345581
	Iteration 0F: 2 clusters Score -827526.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -823239.937500 Penalty: 2796.691162
	Iteration 0F: 3 clusters Score -823239.9 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -824451.437500 Penalty: 2796.691162
	Iteration 1F: 3 clusters Score -824451.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -824618.625000 Penalty: 2796.691162
	Iteration 2F: 3 clusters Score -824618.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -824732.625000 Penalty: 2796.691162
	Iteration 3F: 3 clusters Score -824732.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -824803.687500 Penalty: 2796.691162
	Iteration 4Q: 3 clusters Score -824803.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -824855.437500 Penalty: 2796.691162
	Iteration 5Q: 3 clusters Score -824855.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -824892.000000 Penalty: 2796.691162
	Iteration 6Q: 3 clusters Score -824892 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -824927.750000 Penalty: 2796.691162
	Iteration 7Q: 3 clusters Score -824927.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -824961.125000 Penalty: 2796.691162
	Iteration 8Q: 3 clusters Score -824961.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -824993.687500 Penalty: 2796.691162
	Iteration 9Q: 3 clusters Score -824993.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -825022.625000 Penalty: 2796.691162
	Iteration 10Q: 3 clusters Score -825022.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -825047.562500 Penalty: 2796.691162
	Iteration 11Q: 3 clusters Score -825047.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -825079.500000 Penalty: 2796.691162
	Iteration 12Q: 3 clusters Score -825079.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -825115.625000 Penalty: 2796.691162
	Iteration 13Q: 3 clusters Score -825115.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -825155.187500 Penalty: 2796.691162
	Iteration 14Q: 3 clusters Score -825155.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -825199.625000 Penalty: 2796.691162
	Iteration 15Q: 3 clusters Score -825199.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -825247.687500 Penalty: 2796.691162
	Iteration 16Q: 3 clusters Score -825247.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -825303.812500 Penalty: 2796.691162
	Iteration 17Q: 3 clusters Score -825303.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -825376.750000 Penalty: 2796.691162
	Iteration 18Q: 3 clusters Score -825376.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -825468.562500 Penalty: 2796.691162
	Iteration 19Q: 3 clusters Score -825468.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -825569.750000 Penalty: 2796.691162
	Iteration 20F: 3 clusters Score -825569.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -825694.937500 Penalty: 2796.691162
	Iteration 21Q: 3 clusters Score -825694.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -825833.812500 Penalty: 2796.691162
	Iteration 22Q: 3 clusters Score -825833.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -825953.625000 Penalty: 2796.691162
	Iteration 23Q: 3 clusters Score -825953.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -826060.875000 Penalty: 2796.691162
	Iteration 24Q: 3 clusters Score -826060.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -826148.125000 Penalty: 2796.691162
	Iteration 25Q: 3 clusters Score -826148.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -826199.812500 Penalty: 2796.691162
	Iteration 26Q: 3 clusters Score -826199.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -826237.437500 Penalty: 2796.691162
	Iteration 27Q: 3 clusters Score -826237.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -826264.000000 Penalty: 2796.691162
	Iteration 28Q: 3 clusters Score -826264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -826283.125000 Penalty: 2796.691162
	Iteration 29Q: 3 clusters Score -826283.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -826297.750000 Penalty: 2796.691162
	Iteration 30Q: 3 clusters Score -826297.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -826311.125000 Penalty: 2796.691162
	Iteration 31Q: 3 clusters Score -826311.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -826320.937500 Penalty: 2796.691162
	Iteration 32Q: 3 clusters Score -826320.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -826328.000000 Penalty: 2796.691162
	Iteration 33Q: 3 clusters Score -826328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -826331.687500 Penalty: 2796.691162
	Iteration 34Q: 3 clusters Score -826331.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -826337.312500 Penalty: 2796.691162
	Iteration 35Q: 3 clusters Score -826337.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -826339.125000 Penalty: 2796.691162
	Iteration 36Q: 3 clusters Score -826339.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -826340.687500 Penalty: 2796.691162
	Iteration 37Q: 3 clusters Score -826340.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -826341.875000 Penalty: 2796.691162
	Iteration 38Q: 3 clusters Score -826341.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -826343.125000 Penalty: 2796.691162
	Iteration 39Q: 3 clusters Score -826343.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -826343.750000 Penalty: 2796.691162
	Iteration 40F: 3 clusters Score -826343.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Entering Unmasked Estep 
Score: -2586324.750000 Penalty: 1582.888306
	Iteration 0F: 2 clusters Score -2586325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2575181.750000 Penalty: 3165.776611
	Iteration 0F: 3 clusters Score -2575182 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2579352.000000 Penalty: 3165.776611
	Iteration 1F: 3 clusters Score -2579352 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2579739.250000 Penalty: 3165.776611
	Iteration 2F: 3 clusters Score -2579739 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2580105.250000 Penalty: 3165.776611
	Iteration 3Q: 3 clusters Score -2580105 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2580501.250000 Penalty: 3165.776611
	Iteration 4Q: 3 clusters Score -2580501 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2580959.500000 Penalty: 3165.776611
	Iteration 5Q: 3 clusters Score -2580960 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2581363.250000 Penalty: 3165.776611
	Iteration 6Q: 3 clusters Score -2581363 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2581767.250000 Penalty: 3165.776611
	Iteration 7Q: 3 clusters Score -2581767 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2582188.750000 Penalty: 3165.776611
	Iteration 8Q: 3 clusters Score -2582189 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2582556.750000 Penalty: 3165.776611
	Iteration 9Q: 3 clusters Score -2582557 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2582835.500000 Penalty: 3165.776611
	Iteration 10Q: 3 clusters Score -2582836 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2583068.750000 Penalty: 3165.776611
	Iteration 11Q: 3 clusters Score -2583069 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2583227.250000 Penalty: 3165.776611
	Iteration 12Q: 3 clusters Score -2583227 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2583378.500000 Penalty: 3165.776611
	Iteration 13Q: 3 clusters Score -2583378 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2583516.250000 Penalty: 3165.776611
	Iteration 14Q: 3 clusters Score -2583516 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2583631.000000 Penalty: 3165.776611
	Iteration 15Q: 3 clusters Score -2583631 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2583742.250000 Penalty: 3165.776611
	Iteration 16Q: 3 clusters Score -2583742 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2583865.250000 Penalty: 3165.776611
	Iteration 17Q: 3 clusters Score -2583865 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2583965.750000 Penalty: 3165.776611
	Iteration 18Q: 3 clusters Score -2583966 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2584058.750000 Penalty: 3165.776611
	Iteration 19Q: 3 clusters Score -2584059 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2584148.000000 Penalty: 3165.776611
	Iteration 20F: 3 clusters Score -2584148 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2584270.250000 Penalty: 3165.776611
	Iteration 21Q: 3 clusters Score -2584270 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2584393.000000 Penalty: 3165.776611
	Iteration 22Q: 3 clusters Score -2584393 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2584501.000000 Penalty: 3165.776611
	Iteration 23Q: 3 clusters Score -2584501 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2584602.750000 Penalty: 3165.776611
	Iteration 24Q: 3 clusters Score -2584603 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2584710.250000 Penalty: 3165.776611
	Iteration 25Q: 3 clusters Score -2584710 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2584785.000000 Penalty: 3165.776611
	Iteration 26Q: 3 clusters Score -2584785 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2584835.000000 Penalty: 3165.776611
	Iteration 27Q: 3 clusters Score -2584835 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2584890.500000 Penalty: 3165.776611
	Iteration 28Q: 3 clusters Score -2584890 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2584946.000000 Penalty: 3165.776611
	Iteration 29Q: 3 clusters Score -2584946 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2584979.000000 Penalty: 3165.776611
	Iteration 30Q: 3 clusters Score -2584979 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2585015.750000 Penalty: 3165.776611
	Iteration 31Q: 3 clusters Score -2585016 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2585038.750000 Penalty: 3165.776611
	Iteration 32Q: 3 clusters Score -2585039 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2585056.250000 Penalty: 3165.776611
	Iteration 33Q: 3 clusters Score -2585056 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2585079.250000 Penalty: 3165.776611
	Iteration 34Q: 3 clusters Score -2585079 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2585103.250000 Penalty: 3165.776611
	Iteration 35Q: 3 clusters Score -2585103 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2585120.000000 Penalty: 3165.776611
	Iteration 36Q: 3 clusters Score -2585120 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2585135.500000 Penalty: 3165.776611
	Iteration 37Q: 3 clusters Score -2585136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2585150.000000 Penalty: 3165.776611
	Iteration 38Q: 3 clusters Score -2585150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2585158.250000 Penalty: 3165.776611
	Iteration 39Q: 3 clusters Score -2585158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2585165.000000 Penalty: 3165.776611
	Iteration 40F: 3 clusters Score -2585165 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2585172.250000 Penalty: 3165.776611
	Iteration 41Q: 3 clusters Score -2585172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2585189.000000 Penalty: 3165.776611
	Iteration 42Q: 3 clusters Score -2585189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2585200.750000 Penalty: 3165.776611
	Iteration 43Q: 3 clusters Score -2585201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2585210.250000 Penalty: 3165.776611
	Iteration 44Q: 3 clusters Score -2585210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2585216.750000 Penalty: 3165.776611
	Iteration 45Q: 3 clusters Score -2585217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2585217.500000 Penalty: 3165.776611
	Iteration 46Q: 3 clusters Score -2585218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2585219.750000 Penalty: 3165.776611
	Iteration 47Q: 3 clusters Score -2585220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2585218.500000 Penalty: 3165.776611
	Iteration 48Q: 3 clusters Score -2585218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2585223.500000 Penalty: 3165.776611
	Iteration 49Q: 3 clusters Score -2585224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2585231.750000 Penalty: 3165.776611
	Iteration 50Q: 3 clusters Score -2585232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2585235.750000 Penalty: 3165.776611
	Iteration 51Q: 3 clusters Score -2585236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2585234.250000 Penalty: 3165.776611
	Iteration 52Q: 3 clusters Score -2585234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2585240.250000 Penalty: 3165.776611
	Iteration 53Q: 3 clusters Score -2585240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2585239.250000 Penalty: 3165.776611
	Iteration 54Q: 3 clusters Score -2585239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2585239.750000 Penalty: 3165.776611
	Iteration 55Q: 3 clusters Score -2585240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2585243.750000 Penalty: 3165.776611
	Iteration 56Q: 3 clusters Score -2585244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2585249.500000 Penalty: 3165.776611
	Iteration 57Q: 3 clusters Score -2585250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2585256.000000 Penalty: 3165.776611
	Iteration 58Q: 3 clusters Score -2585256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2585265.250000 Penalty: 3165.776611
	Iteration 59Q: 3 clusters Score -2585265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2585264.500000 Penalty: 3165.776611
	Iteration 60F: 3 clusters Score -2585264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2585269.250000 Penalty: 3165.776611
	Iteration 61Q: 3 clusters Score -2585269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2585271.250000 Penalty: 3165.776611
	Iteration 62Q: 3 clusters Score -2585271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2585276.750000 Penalty: 3165.776611
	Iteration 63Q: 3 clusters Score -2585277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2585281.000000 Penalty: 3165.776611
	Iteration 64Q: 3 clusters Score -2585281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2585280.000000 Penalty: 3165.776611
	Iteration 65Q: 3 clusters Score -2585280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2585281.250000 Penalty: 3165.776611
	Iteration 66Q: 3 clusters Score -2585281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2585281.250000 Penalty: 3165.776611
	Iteration 67F: 3 clusters Score -2585281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -230224.390625 Penalty: 1210.637939
	Iteration 0F: 2 clusters Score -230224.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -228343.562500 Penalty: 2421.275879
	Iteration 0F: 3 clusters Score -228343.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -228779.765625 Penalty: 2421.275879
	Iteration 1F: 3 clusters Score -228779.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -228907.640625 Penalty: 2421.275879
	Iteration 2F: 3 clusters Score -228907.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -228994.609375 Penalty: 2421.275879
	Iteration 3F: 3 clusters Score -228994.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -229053.796875 Penalty: 2421.275879
	Iteration 4Q: 3 clusters Score -229053.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -229088.765625 Penalty: 2421.275879
	Iteration 5Q: 3 clusters Score -229088.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -229112.968750 Penalty: 2421.275879
	Iteration 6Q: 3 clusters Score -229113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -229132.875000 Penalty: 2421.275879
	Iteration 7Q: 3 clusters Score -229132.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -229161.890625 Penalty: 2421.275879
	Iteration 8Q: 3 clusters Score -229161.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -229182.890625 Penalty: 2421.275879
	Iteration 9Q: 3 clusters Score -229182.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -229195.625000 Penalty: 2421.275879
	Iteration 10Q: 3 clusters Score -229195.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -229206.296875 Penalty: 2421.275879
	Iteration 11Q: 3 clusters Score -229206.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -229218.781250 Penalty: 2421.275879
	Iteration 12Q: 3 clusters Score -229218.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -229227.453125 Penalty: 2421.275879
	Iteration 13Q: 3 clusters Score -229227.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -229231.062500 Penalty: 2421.275879
	Iteration 14Q: 3 clusters Score -229231.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -229233.531250 Penalty: 2421.275879
	Iteration 15Q: 3 clusters Score -229233.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -229237.312500 Penalty: 2421.275879
	Iteration 16Q: 3 clusters Score -229237.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -229242.843750 Penalty: 2421.275879
	Iteration 17Q: 3 clusters Score -229242.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -229250.046875 Penalty: 2421.275879
	Iteration 18Q: 3 clusters Score -229250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -229257.671875 Penalty: 2421.275879
	Iteration 19Q: 3 clusters Score -229257.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -229266.875000 Penalty: 2421.275879
	Iteration 20F: 3 clusters Score -229266.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -229279.562500 Penalty: 2421.275879
	Iteration 21Q: 3 clusters Score -229279.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -229291.390625 Penalty: 2421.275879
	Iteration 22Q: 3 clusters Score -229291.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -229305.250000 Penalty: 2421.275879
	Iteration 23Q: 3 clusters Score -229305.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -229321.703125 Penalty: 2421.275879
	Iteration 24Q: 3 clusters Score -229321.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -229334.328125 Penalty: 2421.275879
	Iteration 25Q: 3 clusters Score -229334.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -229341.734375 Penalty: 2421.275879
	Iteration 26Q: 3 clusters Score -229341.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -229352.500000 Penalty: 2421.275879
	Iteration 27Q: 3 clusters Score -229352.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -229360.109375 Penalty: 2421.275879
	Iteration 28Q: 3 clusters Score -229360.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -229362.546875 Penalty: 2421.275879
	Iteration 29Q: 3 clusters Score -229362.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -229364.000000 Penalty: 2421.275879
	Iteration 30Q: 3 clusters Score -229364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -229364.000000 Penalty: 2421.275879
	Iteration 31F: 3 clusters Score -229364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Entering Unmasked Estep 
Score: -543615.062500 Penalty: 1343.335327
	Iteration 0F: 2 clusters Score -543615.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -540290.312500 Penalty: 2686.670654
	Iteration 0F: 3 clusters Score -540290.3 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -541460.125000 Penalty: 2686.670654
	Iteration 1F: 3 clusters Score -541460.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -541955.687500 Penalty: 2686.670654
	Iteration 2F: 3 clusters Score -541955.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -542347.312500 Penalty: 2686.670654
	Iteration 3F: 3 clusters Score -542347.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -542619.187500 Penalty: 2686.670654
	Iteration 4F: 3 clusters Score -542619.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -542838.875000 Penalty: 2686.670654
	Iteration 5F: 3 clusters Score -542838.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -543023.625000 Penalty: 2686.670654
	Iteration 6Q: 3 clusters Score -543023.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -543154.500000 Penalty: 2686.670654
	Iteration 7Q: 3 clusters Score -543154.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -543268.250000 Penalty: 2686.670654
	Iteration 8Q: 3 clusters Score -543268.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -543318.687500 Penalty: 2686.670654
	Iteration 9Q: 3 clusters Score -543318.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -543333.500000 Penalty: 2686.670654
	Iteration 10Q: 3 clusters Score -543333.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -543343.687500 Penalty: 2686.670654
	Iteration 11Q: 3 clusters Score -543343.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -543349.812500 Penalty: 2686.670654
	Iteration 12Q: 3 clusters Score -543349.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -543352.500000 Penalty: 2686.670654
	Iteration 13Q: 3 clusters Score -543352.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -543354.125000 Penalty: 2686.670654
	Iteration 14Q: 3 clusters Score -543354.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -543355.812500 Penalty: 2686.670654
	Iteration 15Q: 3 clusters Score -543355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -543356.125000 Penalty: 2686.670654
	Iteration 16Q: 3 clusters Score -543356.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -543356.937500 Penalty: 2686.670654
	Iteration 17Q: 3 clusters Score -543356.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -543357.937500 Penalty: 2686.670654
	Iteration 18Q: 3 clusters Score -543357.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -543358.687500 Penalty: 2686.670654
	Iteration 19Q: 3 clusters Score -543358.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -543357.750000 Penalty: 2686.670654
	Iteration 20F: 3 clusters Score -543357.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -543358.437500 Penalty: 2686.670654
	Iteration 21Q: 3 clusters Score -543358.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -543358.437500 Penalty: 2686.670654
	Iteration 22F: 3 clusters Score -543358.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -225337.140625 Penalty: 1223.877197
	Iteration 0F: 2 clusters Score -225337.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -223334.609375 Penalty: 2447.754395
	Iteration 0F: 3 clusters Score -223334.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -223887.718750 Penalty: 2447.754395
	Iteration 1F: 3 clusters Score -223887.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -224115.187500 Penalty: 2447.754395
	Iteration 2F: 3 clusters Score -224115.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -224315.250000 Penalty: 2447.754395
	Iteration 3F: 3 clusters Score -224315.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -224463.093750 Penalty: 2447.754395
	Iteration 4F: 3 clusters Score -224463.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -224544.062500 Penalty: 2447.754395
	Iteration 5Q: 3 clusters Score -224544.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -224597.328125 Penalty: 2447.754395
	Iteration 6Q: 3 clusters Score -224597.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -224629.562500 Penalty: 2447.754395
	Iteration 7Q: 3 clusters Score -224629.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -224648.296875 Penalty: 2447.754395
	Iteration 8Q: 3 clusters Score -224648.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -224664.359375 Penalty: 2447.754395
	Iteration 9Q: 3 clusters Score -224664.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -224676.453125 Penalty: 2447.754395
	Iteration 10Q: 3 clusters Score -224676.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -224684.625000 Penalty: 2447.754395
	Iteration 11Q: 3 clusters Score -224684.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -224692.203125 Penalty: 2447.754395
	Iteration 12Q: 3 clusters Score -224692.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -224699.578125 Penalty: 2447.754395
	Iteration 13Q: 3 clusters Score -224699.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -224706.203125 Penalty: 2447.754395
	Iteration 14Q: 3 clusters Score -224706.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -224711.953125 Penalty: 2447.754395
	Iteration 15Q: 3 clusters Score -224712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -224715.515625 Penalty: 2447.754395
	Iteration 16Q: 3 clusters Score -224715.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -224719.640625 Penalty: 2447.754395
	Iteration 17Q: 3 clusters Score -224719.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -224723.312500 Penalty: 2447.754395
	Iteration 18Q: 3 clusters Score -224723.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -224728.625000 Penalty: 2447.754395
	Iteration 19Q: 3 clusters Score -224728.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -224730.718750 Penalty: 2447.754395
	Iteration 20F: 3 clusters Score -224730.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -224731.828125 Penalty: 2447.754395
	Iteration 21Q: 3 clusters Score -224731.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -224732.765625 Penalty: 2447.754395
	Iteration 22Q: 3 clusters Score -224732.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -224733.015625 Penalty: 2447.754395
	Iteration 23Q: 3 clusters Score -224733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -224733.015625 Penalty: 2447.754395
	Iteration 24F: 3 clusters Score -224733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -179207.421875 Penalty: 1185.556885
	Iteration 0F: 2 clusters Score -179207.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -177499.031250 Penalty: 2371.113770
	Iteration 0F: 3 clusters Score -177499 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -177881.015625 Penalty: 2371.113770
	Iteration 1F: 3 clusters Score -177881 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -178022.890625 Penalty: 2371.113770
	Iteration 2F: 3 clusters Score -178022.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -178118.109375 Penalty: 2371.113770
	Iteration 3F: 3 clusters Score -178118.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -178186.921875 Penalty: 2371.113770
	Iteration 4Q: 3 clusters Score -178186.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -178242.171875 Penalty: 2371.113770
	Iteration 5Q: 3 clusters Score -178242.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -178325.562500 Penalty: 2371.113770
	Iteration 6Q: 3 clusters Score -178325.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -178449.546875 Penalty: 2371.113770
	Iteration 7Q: 3 clusters Score -178449.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -178546.984375 Penalty: 2371.113770
	Iteration 8Q: 3 clusters Score -178547 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -178611.203125 Penalty: 2371.113770
	Iteration 9Q: 3 clusters Score -178611.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -178640.468750 Penalty: 2371.113770
	Iteration 10Q: 3 clusters Score -178640.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -178657.906250 Penalty: 2371.113770
	Iteration 11Q: 3 clusters Score -178657.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -178664.046875 Penalty: 2371.113770
	Iteration 12Q: 3 clusters Score -178664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -178668.843750 Penalty: 2371.113770
	Iteration 13Q: 3 clusters Score -178668.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -178673.421875 Penalty: 2371.113770
	Iteration 14Q: 3 clusters Score -178673.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -178677.921875 Penalty: 2371.113770
	Iteration 15Q: 3 clusters Score -178677.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -178681.812500 Penalty: 2371.113770
	Iteration 16Q: 3 clusters Score -178681.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -178682.359375 Penalty: 2371.113770
	Iteration 17Q: 3 clusters Score -178682.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -178682.359375 Penalty: 2371.113770
	Iteration 18F: 3 clusters Score -178682.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Entering Unmasked Estep 
Score: -3196482.500000 Penalty: 1616.337158
	Iteration 0F: 2 clusters Score -3196482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3183716.750000 Penalty: 3232.674316
	Iteration 0F: 3 clusters Score -3183717 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3188889.500000 Penalty: 3232.674316
	Iteration 1F: 3 clusters Score -3188890 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -3189277.000000 Penalty: 3232.674316
	Iteration 2F: 3 clusters Score -3189277 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -3189562.500000 Penalty: 3232.674316
	Iteration 3Q: 3 clusters Score -3189562 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3189852.250000 Penalty: 3232.674316
	Iteration 4Q: 3 clusters Score -3189852 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -3190116.750000 Penalty: 3232.674316
	Iteration 5Q: 3 clusters Score -3190117 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -3190370.750000 Penalty: 3232.674316
	Iteration 6Q: 3 clusters Score -3190371 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -3190659.250000 Penalty: 3232.674316
	Iteration 7Q: 3 clusters Score -3190659 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -3190984.000000 Penalty: 3232.674316
	Iteration 8Q: 3 clusters Score -3190984 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3191359.500000 Penalty: 3232.674316
	Iteration 9Q: 3 clusters Score -3191360 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -3191810.500000 Penalty: 3232.674316
	Iteration 10Q: 3 clusters Score -3191810 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -3192369.000000 Penalty: 3232.674316
	Iteration 11Q: 3 clusters Score -3192369 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -3192974.000000 Penalty: 3232.674316
	Iteration 12F: 3 clusters Score -3192974 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3193554.000000 Penalty: 3232.674316
	Iteration 13F: 3 clusters Score -3193554 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -3194005.500000 Penalty: 3232.674316
	Iteration 14Q: 3 clusters Score -3194006 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -3194338.000000 Penalty: 3232.674316
	Iteration 15Q: 3 clusters Score -3194338 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -3194602.000000 Penalty: 3232.674316
	Iteration 16Q: 3 clusters Score -3194602 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -3194751.750000 Penalty: 3232.674316
	Iteration 17Q: 3 clusters Score -3194752 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -3194850.750000 Penalty: 3232.674316
	Iteration 18Q: 3 clusters Score -3194851 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -3194915.000000 Penalty: 3232.674316
	Iteration 19Q: 3 clusters Score -3194915 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -3194979.250000 Penalty: 3232.674316
	Iteration 20F: 3 clusters Score -3194979 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -3195028.000000 Penalty: 3232.674316
	Iteration 21Q: 3 clusters Score -3195028 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -3195055.750000 Penalty: 3232.674316
	Iteration 22Q: 3 clusters Score -3195056 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -3195063.500000 Penalty: 3232.674316
	Iteration 23Q: 3 clusters Score -3195064 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -3195068.750000 Penalty: 3232.674316
	Iteration 24Q: 3 clusters Score -3195069 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -3195092.750000 Penalty: 3232.674316
	Iteration 25Q: 3 clusters Score -3195093 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3195112.750000 Penalty: 3232.674316
	Iteration 26Q: 3 clusters Score -3195113 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -3195122.500000 Penalty: 3232.674316
	Iteration 27Q: 3 clusters Score -3195122 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -3195131.250000 Penalty: 3232.674316
	Iteration 28Q: 3 clusters Score -3195131 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3195145.500000 Penalty: 3232.674316
	Iteration 29Q: 3 clusters Score -3195146 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -3195161.000000 Penalty: 3232.674316
	Iteration 30Q: 3 clusters Score -3195161 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -3195169.750000 Penalty: 3232.674316
	Iteration 31Q: 3 clusters Score -3195170 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3195177.250000 Penalty: 3232.674316
	Iteration 32Q: 3 clusters Score -3195177 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3195186.000000 Penalty: 3232.674316
	Iteration 33Q: 3 clusters Score -3195186 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3195205.250000 Penalty: 3232.674316
	Iteration 34Q: 3 clusters Score -3195205 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3195229.000000 Penalty: 3232.674316
	Iteration 35Q: 3 clusters Score -3195229 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3195248.250000 Penalty: 3232.674316
	Iteration 36Q: 3 clusters Score -3195248 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3195282.750000 Penalty: 3232.674316
	Iteration 37Q: 3 clusters Score -3195283 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3195307.000000 Penalty: 3232.674316
	Iteration 38Q: 3 clusters Score -3195307 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3195347.000000 Penalty: 3232.674316
	Iteration 39Q: 3 clusters Score -3195347 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3195363.500000 Penalty: 3232.674316
	Iteration 40F: 3 clusters Score -3195364 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3195373.000000 Penalty: 3232.674316
	Iteration 41Q: 3 clusters Score -3195373 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3195370.250000 Penalty: 3232.674316
	Iteration 42Q: 3 clusters Score -3195370 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3195381.500000 Penalty: 3232.674316
	Iteration 43Q: 3 clusters Score -3195382 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3195379.750000 Penalty: 3232.674316
	Iteration 44Q: 3 clusters Score -3195380 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3195392.000000 Penalty: 3232.674316
	Iteration 45Q: 3 clusters Score -3195392 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3195385.750000 Penalty: 3232.674316
	Iteration 46Q: 3 clusters Score -3195386 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3195380.500000 Penalty: 3232.674316
	Iteration 47Q: 3 clusters Score -3195380 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3195389.750000 Penalty: 3232.674316
	Iteration 48Q: 3 clusters Score -3195390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3195402.000000 Penalty: 3232.674316
	Iteration 49Q: 3 clusters Score -3195402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3195400.500000 Penalty: 3232.674316
	Iteration 50Q: 3 clusters Score -3195400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3195408.250000 Penalty: 3232.674316
	Iteration 51Q: 3 clusters Score -3195408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3195411.250000 Penalty: 3232.674316
	Iteration 52Q: 3 clusters Score -3195411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3195412.250000 Penalty: 3232.674316
	Iteration 53Q: 3 clusters Score -3195412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3195417.750000 Penalty: 3232.674316
	Iteration 54Q: 3 clusters Score -3195418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3195415.500000 Penalty: 3232.674316
	Iteration 55Q: 3 clusters Score -3195416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3195419.750000 Penalty: 3232.674316
	Iteration 56Q: 3 clusters Score -3195420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3195419.250000 Penalty: 3232.674316
	Iteration 57Q: 3 clusters Score -3195419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3195419.500000 Penalty: 3232.674316
	Iteration 58Q: 3 clusters Score -3195420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3195422.000000 Penalty: 3232.674316
	Iteration 59Q: 3 clusters Score -3195422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3195432.000000 Penalty: 3232.674316
	Iteration 60F: 3 clusters Score -3195432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3195430.750000 Penalty: 3232.674316
	Iteration 61Q: 3 clusters Score -3195431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3195433.750000 Penalty: 3232.674316
	Iteration 62Q: 3 clusters Score -3195434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3195441.000000 Penalty: 3232.674316
	Iteration 63Q: 3 clusters Score -3195441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3195444.000000 Penalty: 3232.674316
	Iteration 64Q: 3 clusters Score -3195444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3195447.500000 Penalty: 3232.674316
	Iteration 65Q: 3 clusters Score -3195448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3195444.500000 Penalty: 3232.674316
	Iteration 66Q: 3 clusters Score -3195444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3195443.250000 Penalty: 3232.674316
	Iteration 67Q: 3 clusters Score -3195443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3195445.750000 Penalty: 3232.674316
	Iteration 68Q: 3 clusters Score -3195446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3195444.250000 Penalty: 3232.674316
	Iteration 69Q: 3 clusters Score -3195444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3195441.250000 Penalty: 3232.674316
	Iteration 70Q: 3 clusters Score -3195441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3195442.750000 Penalty: 3232.674316
	Iteration 71Q: 3 clusters Score -3195443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3195440.500000 Penalty: 3232.674316
	Iteration 72Q: 3 clusters Score -3195440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3195439.000000 Penalty: 3232.674316
	Iteration 73Q: 3 clusters Score -3195439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3195433.750000 Penalty: 3232.674316
	Iteration 74Q: 3 clusters Score -3195434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3195434.000000 Penalty: 3232.674316
	Iteration 75Q: 3 clusters Score -3195434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3195438.750000 Penalty: 3232.674316
	Iteration 76Q: 3 clusters Score -3195439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3195438.250000 Penalty: 3232.674316
	Iteration 77Q: 3 clusters Score -3195438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3195434.750000 Penalty: 3232.674316
	Iteration 78Q: 3 clusters Score -3195435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3195432.000000 Penalty: 3232.674316
	Iteration 79Q: 3 clusters Score -3195432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3195436.000000 Penalty: 3232.674316
	Iteration 80F: 3 clusters Score -3195436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3195439.500000 Penalty: 3232.674316
	Iteration 81Q: 3 clusters Score -3195440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3195436.500000 Penalty: 3232.674316
	Iteration 82Q: 3 clusters Score -3195436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3195440.500000 Penalty: 3232.674316
	Iteration 83Q: 3 clusters Score -3195440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3195439.500000 Penalty: 3232.674316
	Iteration 84Q: 3 clusters Score -3195440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3195436.250000 Penalty: 3232.674316
	Iteration 85Q: 3 clusters Score -3195436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3195439.500000 Penalty: 3232.674316
	Iteration 86Q: 3 clusters Score -3195440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3195439.000000 Penalty: 3232.674316
	Iteration 87Q: 3 clusters Score -3195439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3195437.750000 Penalty: 3232.674316
	Iteration 88Q: 3 clusters Score -3195438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3195435.750000 Penalty: 3232.674316
	Iteration 89Q: 3 clusters Score -3195436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3195435.750000 Penalty: 3232.674316
	Iteration 90F: 3 clusters Score -3195436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Entering Unmasked Estep 
Score: -561101.125000 Penalty: 1354.468628
	Iteration 0F: 2 clusters Score -561101.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -557706.062500 Penalty: 2708.937256
	Iteration 0F: 3 clusters Score -557706.1 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -558692.625000 Penalty: 2708.937256
	Iteration 1F: 3 clusters Score -558692.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -559085.500000 Penalty: 2708.937256
	Iteration 2F: 3 clusters Score -559085.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -559423.687500 Penalty: 2708.937256
	Iteration 3F: 3 clusters Score -559423.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -559734.562500 Penalty: 2708.937256
	Iteration 4F: 3 clusters Score -559734.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -560000.187500 Penalty: 2708.937256
	Iteration 5F: 3 clusters Score -560000.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -560179.562500 Penalty: 2708.937256
	Iteration 6F: 3 clusters Score -560179.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -560302.812500 Penalty: 2708.937256
	Iteration 7Q: 3 clusters Score -560302.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -560392.562500 Penalty: 2708.937256
	Iteration 8Q: 3 clusters Score -560392.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -560451.000000 Penalty: 2708.937256
	Iteration 9Q: 3 clusters Score -560451 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -560499.062500 Penalty: 2708.937256
	Iteration 10Q: 3 clusters Score -560499.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -560532.687500 Penalty: 2708.937256
	Iteration 11Q: 3 clusters Score -560532.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -560554.437500 Penalty: 2708.937256
	Iteration 12Q: 3 clusters Score -560554.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -560567.250000 Penalty: 2708.937256
	Iteration 13Q: 3 clusters Score -560567.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -560578.750000 Penalty: 2708.937256
	Iteration 14Q: 3 clusters Score -560578.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -560587.250000 Penalty: 2708.937256
	Iteration 15Q: 3 clusters Score -560587.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -560590.937500 Penalty: 2708.937256
	Iteration 16Q: 3 clusters Score -560590.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -560592.750000 Penalty: 2708.937256
	Iteration 17Q: 3 clusters Score -560592.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -560594.250000 Penalty: 2708.937256
	Iteration 18Q: 3 clusters Score -560594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -560594.250000 Penalty: 2708.937256
	Iteration 19F: 3 clusters Score -560594.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -66167.476562 Penalty: 1010.522522
	Iteration 0F: 2 clusters Score -66167.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -65231.804688 Penalty: 2021.045044
	Iteration 0F: 3 clusters Score -65231.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65430.996094 Penalty: 2021.045044
	Iteration 1F: 3 clusters Score -65431 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65476.937500 Penalty: 2021.045044
	Iteration 2F: 3 clusters Score -65476.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -65490.609375 Penalty: 2021.045044
	Iteration 3Q: 3 clusters Score -65490.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -65501.593750 Penalty: 2021.045044
	Iteration 4Q: 3 clusters Score -65501.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65509.156250 Penalty: 2021.045044
	Iteration 5Q: 3 clusters Score -65509.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65531.730469 Penalty: 2021.045044
	Iteration 6Q: 3 clusters Score -65531.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65542.156250 Penalty: 2021.045044
	Iteration 7Q: 3 clusters Score -65542.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65543.437500 Penalty: 2021.045044
	Iteration 8Q: 3 clusters Score -65543.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65544.593750 Penalty: 2021.045044
	Iteration 9Q: 3 clusters Score -65544.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65544.593750 Penalty: 2021.045044
	Iteration 10F: 3 clusters Score -65544.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Entering Unmasked Estep 
Score: -1146060.625000 Penalty: 1459.543701
	Iteration 0F: 2 clusters Score -1146061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1140242.000000 Penalty: 2919.087402
	Iteration 0F: 3 clusters Score -1140242 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1142470.875000 Penalty: 2919.087402
	Iteration 1F: 3 clusters Score -1142471 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1143081.750000 Penalty: 2919.087402
	Iteration 2F: 3 clusters Score -1143082 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1143544.000000 Penalty: 2919.087402
	Iteration 3F: 3 clusters Score -1143544 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1143873.250000 Penalty: 2919.087402
	Iteration 4F: 3 clusters Score -1143873 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1144064.000000 Penalty: 2919.087402
	Iteration 5Q: 3 clusters Score -1144064 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1144215.500000 Penalty: 2919.087402
	Iteration 6Q: 3 clusters Score -1144216 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1144322.250000 Penalty: 2919.087402
	Iteration 7Q: 3 clusters Score -1144322 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1144410.125000 Penalty: 2919.087402
	Iteration 8Q: 3 clusters Score -1144410 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1144470.125000 Penalty: 2919.087402
	Iteration 9Q: 3 clusters Score -1144470 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1144513.375000 Penalty: 2919.087402
	Iteration 10Q: 3 clusters Score -1144513 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1144538.250000 Penalty: 2919.087402
	Iteration 11Q: 3 clusters Score -1144538 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1144559.750000 Penalty: 2919.087402
	Iteration 12Q: 3 clusters Score -1144560 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1144571.875000 Penalty: 2919.087402
	Iteration 13Q: 3 clusters Score -1144572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1144582.625000 Penalty: 2919.087402
	Iteration 14Q: 3 clusters Score -1144583 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1144590.750000 Penalty: 2919.087402
	Iteration 15Q: 3 clusters Score -1144591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1144599.500000 Penalty: 2919.087402
	Iteration 16Q: 3 clusters Score -1144600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1144607.625000 Penalty: 2919.087402
	Iteration 17Q: 3 clusters Score -1144608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1144611.750000 Penalty: 2919.087402
	Iteration 18Q: 3 clusters Score -1144612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1144614.500000 Penalty: 2919.087402
	Iteration 19Q: 3 clusters Score -1144614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1144617.125000 Penalty: 2919.087402
	Iteration 20F: 3 clusters Score -1144617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1144618.500000 Penalty: 2919.087402
	Iteration 21Q: 3 clusters Score -1144618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1144618.500000 Penalty: 2919.087402
	Iteration 22Q: 3 clusters Score -1144618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1144619.500000 Penalty: 2919.087402
	Iteration 23Q: 3 clusters Score -1144620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1144618.625000 Penalty: 2919.087402
	Iteration 24Q: 3 clusters Score -1144619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1144621.750000 Penalty: 2919.087402
	Iteration 25Q: 3 clusters Score -1144622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1144619.000000 Penalty: 2919.087402
	Iteration 26Q: 3 clusters Score -1144619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1144617.625000 Penalty: 2919.087402
	Iteration 27Q: 3 clusters Score -1144618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1144620.250000 Penalty: 2919.087402
	Iteration 28Q: 3 clusters Score -1144620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1144626.375000 Penalty: 2919.087402
	Iteration 29Q: 3 clusters Score -1144626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1144626.375000 Penalty: 2919.087402
	Iteration 30Q: 3 clusters Score -1144626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1144630.000000 Penalty: 2919.087402
	Iteration 31Q: 3 clusters Score -1144630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1144631.000000 Penalty: 2919.087402
	Iteration 32Q: 3 clusters Score -1144631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1144636.625000 Penalty: 2919.087402
	Iteration 33Q: 3 clusters Score -1144637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1144638.875000 Penalty: 2919.087402
	Iteration 34Q: 3 clusters Score -1144639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1144637.250000 Penalty: 2919.087402
	Iteration 35Q: 3 clusters Score -1144637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1144640.500000 Penalty: 2919.087402
	Iteration 36Q: 3 clusters Score -1144640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1144641.125000 Penalty: 2919.087402
	Iteration 37Q: 3 clusters Score -1144641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1144641.625000 Penalty: 2919.087402
	Iteration 38Q: 3 clusters Score -1144642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1144641.000000 Penalty: 2919.087402
	Iteration 39Q: 3 clusters Score -1144641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1144642.000000 Penalty: 2919.087402
	Iteration 40F: 3 clusters Score -1144642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1144641.500000 Penalty: 2919.087402
	Iteration 41Q: 3 clusters Score -1144642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1144642.625000 Penalty: 2919.087402
	Iteration 42Q: 3 clusters Score -1144643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1144644.000000 Penalty: 2919.087402
	Iteration 43Q: 3 clusters Score -1144644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1144644.500000 Penalty: 2919.087402
	Iteration 44Q: 3 clusters Score -1144644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1144644.500000 Penalty: 2919.087402
	Iteration 45Q: 3 clusters Score -1144644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1144648.000000 Penalty: 2919.087402
	Iteration 46Q: 3 clusters Score -1144648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1144648.375000 Penalty: 2919.087402
	Iteration 47Q: 3 clusters Score -1144648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1144648.625000 Penalty: 2919.087402
	Iteration 48Q: 3 clusters Score -1144649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1144651.875000 Penalty: 2919.087402
	Iteration 49Q: 3 clusters Score -1144652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1144654.000000 Penalty: 2919.087402
	Iteration 50Q: 3 clusters Score -1144654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1144656.000000 Penalty: 2919.087402
	Iteration 51Q: 3 clusters Score -1144656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1144658.500000 Penalty: 2919.087402
	Iteration 52Q: 3 clusters Score -1144658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1144665.000000 Penalty: 2919.087402
	Iteration 53Q: 3 clusters Score -1144665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1144670.375000 Penalty: 2919.087402
	Iteration 54Q: 3 clusters Score -1144670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1144677.125000 Penalty: 2919.087402
	Iteration 55Q: 3 clusters Score -1144677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1144683.750000 Penalty: 2919.087402
	Iteration 56Q: 3 clusters Score -1144684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1144690.750000 Penalty: 2919.087402
	Iteration 57Q: 3 clusters Score -1144691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1144700.875000 Penalty: 2919.087402
	Iteration 58Q: 3 clusters Score -1144701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1144708.000000 Penalty: 2919.087402
	Iteration 59Q: 3 clusters Score -1144708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1144711.375000 Penalty: 2919.087402
	Iteration 60F: 3 clusters Score -1144711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1144715.625000 Penalty: 2919.087402
	Iteration 61Q: 3 clusters Score -1144716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1144727.375000 Penalty: 2919.087402
	Iteration 62Q: 3 clusters Score -1144727 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1144738.125000 Penalty: 2919.087402
	Iteration 63Q: 3 clusters Score -1144738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1144747.125000 Penalty: 2919.087402
	Iteration 64Q: 3 clusters Score -1144747 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1144753.250000 Penalty: 2919.087402
	Iteration 65Q: 3 clusters Score -1144753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1144760.750000 Penalty: 2919.087402
	Iteration 66Q: 3 clusters Score -1144761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1144766.000000 Penalty: 2919.087402
	Iteration 67Q: 3 clusters Score -1144766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1144780.375000 Penalty: 2919.087402
	Iteration 68Q: 3 clusters Score -1144780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1144793.750000 Penalty: 2919.087402
	Iteration 69Q: 3 clusters Score -1144794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1144807.375000 Penalty: 2919.087402
	Iteration 70Q: 3 clusters Score -1144807 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1144821.750000 Penalty: 2919.087402
	Iteration 71Q: 3 clusters Score -1144822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1144842.375000 Penalty: 2919.087402
	Iteration 72Q: 3 clusters Score -1144842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1144861.750000 Penalty: 2919.087402
	Iteration 73Q: 3 clusters Score -1144862 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1144893.500000 Penalty: 2919.087402
	Iteration 74Q: 3 clusters Score -1144894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1144921.875000 Penalty: 2919.087402
	Iteration 75Q: 3 clusters Score -1144922 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1144942.625000 Penalty: 2919.087402
	Iteration 76Q: 3 clusters Score -1144943 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1144953.125000 Penalty: 2919.087402
	Iteration 77Q: 3 clusters Score -1144953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1144961.500000 Penalty: 2919.087402
	Iteration 78Q: 3 clusters Score -1144962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1144974.500000 Penalty: 2919.087402
	Iteration 79Q: 3 clusters Score -1144974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1144986.125000 Penalty: 2919.087402
	Iteration 80F: 3 clusters Score -1144986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1144995.250000 Penalty: 2919.087402
	Iteration 81Q: 3 clusters Score -1144995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1145000.875000 Penalty: 2919.087402
	Iteration 82Q: 3 clusters Score -1145001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1145005.750000 Penalty: 2919.087402
	Iteration 83Q: 3 clusters Score -1145006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1145010.750000 Penalty: 2919.087402
	Iteration 84Q: 3 clusters Score -1145011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1145013.125000 Penalty: 2919.087402
	Iteration 85Q: 3 clusters Score -1145013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1145015.750000 Penalty: 2919.087402
	Iteration 86Q: 3 clusters Score -1145016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1145019.125000 Penalty: 2919.087402
	Iteration 87Q: 3 clusters Score -1145019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1145021.750000 Penalty: 2919.087402
	Iteration 88Q: 3 clusters Score -1145022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1145024.625000 Penalty: 2919.087402
	Iteration 89Q: 3 clusters Score -1145025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1145030.000000 Penalty: 2919.087402
	Iteration 90Q: 3 clusters Score -1145030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1145034.750000 Penalty: 2919.087402
	Iteration 91Q: 3 clusters Score -1145035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1145036.750000 Penalty: 2919.087402
	Iteration 92Q: 3 clusters Score -1145037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1145039.750000 Penalty: 2919.087402
	Iteration 93Q: 3 clusters Score -1145040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1145040.625000 Penalty: 2919.087402
	Iteration 94Q: 3 clusters Score -1145041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1145042.750000 Penalty: 2919.087402
	Iteration 95Q: 3 clusters Score -1145043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1145047.625000 Penalty: 2919.087402
	Iteration 96Q: 3 clusters Score -1145048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1145048.625000 Penalty: 2919.087402
	Iteration 97Q: 3 clusters Score -1145049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1145049.375000 Penalty: 2919.087402
	Iteration 98Q: 3 clusters Score -1145049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1145051.250000 Penalty: 2919.087402
	Iteration 99Q: 3 clusters Score -1145051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1145054.250000 Penalty: 2919.087402
	Iteration 100F: 3 clusters Score -1145054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1145060.875000 Penalty: 2919.087402
	Iteration 101Q: 3 clusters Score -1145061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1145068.500000 Penalty: 2919.087402
	Iteration 102Q: 3 clusters Score -1145068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1145070.875000 Penalty: 2919.087402
	Iteration 103Q: 3 clusters Score -1145071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1145077.000000 Penalty: 2919.087402
	Iteration 104Q: 3 clusters Score -1145077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1145081.625000 Penalty: 2919.087402
	Iteration 105Q: 3 clusters Score -1145082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1145082.500000 Penalty: 2919.087402
	Iteration 106Q: 3 clusters Score -1145082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1145086.375000 Penalty: 2919.087402
	Iteration 107Q: 3 clusters Score -1145086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1145085.625000 Penalty: 2919.087402
	Iteration 108Q: 3 clusters Score -1145086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1145090.875000 Penalty: 2919.087402
	Iteration 109Q: 3 clusters Score -1145091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1145098.250000 Penalty: 2919.087402
	Iteration 110Q: 3 clusters Score -1145098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1145109.000000 Penalty: 2919.087402
	Iteration 111Q: 3 clusters Score -1145109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1145120.375000 Penalty: 2919.087402
	Iteration 112Q: 3 clusters Score -1145120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1145131.750000 Penalty: 2919.087402
	Iteration 113Q: 3 clusters Score -1145132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1145142.125000 Penalty: 2919.087402
	Iteration 114Q: 3 clusters Score -1145142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1145155.250000 Penalty: 2919.087402
	Iteration 115Q: 3 clusters Score -1145155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1145170.125000 Penalty: 2919.087402
	Iteration 116Q: 3 clusters Score -1145170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1145185.750000 Penalty: 2919.087402
	Iteration 117Q: 3 clusters Score -1145186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1145205.375000 Penalty: 2919.087402
	Iteration 118Q: 3 clusters Score -1145205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1145230.625000 Penalty: 2919.087402
	Iteration 119Q: 3 clusters Score -1145231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1145251.500000 Penalty: 2919.087402
	Iteration 120F: 3 clusters Score -1145252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1145260.500000 Penalty: 2919.087402
	Iteration 121Q: 3 clusters Score -1145260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1145269.750000 Penalty: 2919.087402
	Iteration 122Q: 3 clusters Score -1145270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1145273.500000 Penalty: 2919.087402
	Iteration 123Q: 3 clusters Score -1145274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1145280.625000 Penalty: 2919.087402
	Iteration 124Q: 3 clusters Score -1145281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1145283.000000 Penalty: 2919.087402
	Iteration 125Q: 3 clusters Score -1145283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1145288.625000 Penalty: 2919.087402
	Iteration 126Q: 3 clusters Score -1145289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1145291.250000 Penalty: 2919.087402
	Iteration 127Q: 3 clusters Score -1145291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1145290.000000 Penalty: 2919.087402
	Iteration 128Q: 3 clusters Score -1145290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1145290.250000 Penalty: 2919.087402
	Iteration 129Q: 3 clusters Score -1145290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1145290.250000 Penalty: 2919.087402
	Iteration 130F: 3 clusters Score -1145290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Entering Unmasked Estep 
Score: -1865054.875000 Penalty: 1542.887451
	Iteration 0F: 2 clusters Score -1865055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1855928.375000 Penalty: 3085.774902
	Iteration 0F: 3 clusters Score -1855928 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1859308.375000 Penalty: 3085.774902
	Iteration 1F: 3 clusters Score -1859308 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1859746.125000 Penalty: 3085.774902
	Iteration 2F: 3 clusters Score -1859746 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1860119.875000 Penalty: 3085.774902
	Iteration 3F: 3 clusters Score -1860120 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1860511.875000 Penalty: 3085.774902
	Iteration 4F: 3 clusters Score -1860512 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1860914.750000 Penalty: 3085.774902
	Iteration 5F: 3 clusters Score -1860915 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1861314.375000 Penalty: 3085.774902
	Iteration 6Q: 3 clusters Score -1861314 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1861710.500000 Penalty: 3085.774902
	Iteration 7Q: 3 clusters Score -1861710 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1862095.375000 Penalty: 3085.774902
	Iteration 8Q: 3 clusters Score -1862095 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1862443.375000 Penalty: 3085.774902
	Iteration 9Q: 3 clusters Score -1862443 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1862814.625000 Penalty: 3085.774902
	Iteration 10Q: 3 clusters Score -1862815 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1863086.375000 Penalty: 3085.774902
	Iteration 11Q: 3 clusters Score -1863086 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1863308.000000 Penalty: 3085.774902
	Iteration 12Q: 3 clusters Score -1863308 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1863506.500000 Penalty: 3085.774902
	Iteration 13Q: 3 clusters Score -1863506 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1863641.250000 Penalty: 3085.774902
	Iteration 14Q: 3 clusters Score -1863641 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1863723.000000 Penalty: 3085.774902
	Iteration 15Q: 3 clusters Score -1863723 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1863789.500000 Penalty: 3085.774902
	Iteration 16Q: 3 clusters Score -1863790 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1863821.500000 Penalty: 3085.774902
	Iteration 17Q: 3 clusters Score -1863822 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1863849.500000 Penalty: 3085.774902
	Iteration 18Q: 3 clusters Score -1863850 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1863891.500000 Penalty: 3085.774902
	Iteration 19Q: 3 clusters Score -1863892 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1863922.875000 Penalty: 3085.774902
	Iteration 20F: 3 clusters Score -1863923 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1863948.125000 Penalty: 3085.774902
	Iteration 21Q: 3 clusters Score -1863948 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1863973.375000 Penalty: 3085.774902
	Iteration 22Q: 3 clusters Score -1863973 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1863992.000000 Penalty: 3085.774902
	Iteration 23Q: 3 clusters Score -1863992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1864005.750000 Penalty: 3085.774902
	Iteration 24Q: 3 clusters Score -1864006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1864010.750000 Penalty: 3085.774902
	Iteration 25Q: 3 clusters Score -1864011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1864016.250000 Penalty: 3085.774902
	Iteration 26Q: 3 clusters Score -1864016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1864026.125000 Penalty: 3085.774902
	Iteration 27Q: 3 clusters Score -1864026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1864033.750000 Penalty: 3085.774902
	Iteration 28Q: 3 clusters Score -1864034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1864048.750000 Penalty: 3085.774902
	Iteration 29Q: 3 clusters Score -1864049 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1864055.125000 Penalty: 3085.774902
	Iteration 30Q: 3 clusters Score -1864055 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1864062.625000 Penalty: 3085.774902
	Iteration 31Q: 3 clusters Score -1864063 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1864068.000000 Penalty: 3085.774902
	Iteration 32Q: 3 clusters Score -1864068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1864075.500000 Penalty: 3085.774902
	Iteration 33Q: 3 clusters Score -1864076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1864078.625000 Penalty: 3085.774902
	Iteration 34Q: 3 clusters Score -1864079 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1864086.375000 Penalty: 3085.774902
	Iteration 35Q: 3 clusters Score -1864086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1864089.125000 Penalty: 3085.774902
	Iteration 36Q: 3 clusters Score -1864089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1864093.750000 Penalty: 3085.774902
	Iteration 37Q: 3 clusters Score -1864094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1864097.875000 Penalty: 3085.774902
	Iteration 38Q: 3 clusters Score -1864098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1864099.375000 Penalty: 3085.774902
	Iteration 39Q: 3 clusters Score -1864099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1864104.375000 Penalty: 3085.774902
	Iteration 40F: 3 clusters Score -1864104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1864110.875000 Penalty: 3085.774902
	Iteration 41Q: 3 clusters Score -1864111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1864110.375000 Penalty: 3085.774902
	Iteration 42Q: 3 clusters Score -1864110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1864119.750000 Penalty: 3085.774902
	Iteration 43Q: 3 clusters Score -1864120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1864128.125000 Penalty: 3085.774902
	Iteration 44Q: 3 clusters Score -1864128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1864127.750000 Penalty: 3085.774902
	Iteration 45Q: 3 clusters Score -1864128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1864127.375000 Penalty: 3085.774902
	Iteration 46Q: 3 clusters Score -1864127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1864128.250000 Penalty: 3085.774902
	Iteration 47Q: 3 clusters Score -1864128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1864130.000000 Penalty: 3085.774902
	Iteration 48Q: 3 clusters Score -1864130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1864130.625000 Penalty: 3085.774902
	Iteration 49Q: 3 clusters Score -1864131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1864131.250000 Penalty: 3085.774902
	Iteration 50Q: 3 clusters Score -1864131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1864131.875000 Penalty: 3085.774902
	Iteration 51Q: 3 clusters Score -1864132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1864132.250000 Penalty: 3085.774902
	Iteration 52Q: 3 clusters Score -1864132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1864129.250000 Penalty: 3085.774902
	Iteration 53Q: 3 clusters Score -1864129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1864132.750000 Penalty: 3085.774902
	Iteration 54Q: 3 clusters Score -1864133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1864132.000000 Penalty: 3085.774902
	Iteration 55Q: 3 clusters Score -1864132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1864130.500000 Penalty: 3085.774902
	Iteration 56Q: 3 clusters Score -1864130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1864132.000000 Penalty: 3085.774902
	Iteration 57Q: 3 clusters Score -1864132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1864132.750000 Penalty: 3085.774902
	Iteration 58Q: 3 clusters Score -1864133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1864132.750000 Penalty: 3085.774902
	Iteration 59Q: 3 clusters Score -1864133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1864134.750000 Penalty: 3085.774902
	Iteration 60F: 3 clusters Score -1864135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1864134.875000 Penalty: 3085.774902
	Iteration 61Q: 3 clusters Score -1864135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1864134.875000 Penalty: 3085.774902
	Iteration 62F: 3 clusters Score -1864135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Entering Unmasked Estep 
Score: -1169443.625000 Penalty: 1462.197144
	Iteration 0F: 2 clusters Score -1169444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1163604.750000 Penalty: 2924.394287
	Iteration 0F: 3 clusters Score -1163605 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1165414.875000 Penalty: 2924.394287
	Iteration 1F: 3 clusters Score -1165415 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1165642.250000 Penalty: 2924.394287
	Iteration 2F: 3 clusters Score -1165642 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1165810.500000 Penalty: 2924.394287
	Iteration 3F: 3 clusters Score -1165810 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1165951.875000 Penalty: 2924.394287
	Iteration 4Q: 3 clusters Score -1165952 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1166091.250000 Penalty: 2924.394287
	Iteration 5Q: 3 clusters Score -1166091 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1166220.125000 Penalty: 2924.394287
	Iteration 6Q: 3 clusters Score -1166220 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1166374.000000 Penalty: 2924.394287
	Iteration 7Q: 3 clusters Score -1166374 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1166544.875000 Penalty: 2924.394287
	Iteration 8Q: 3 clusters Score -1166545 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1166718.625000 Penalty: 2924.394287
	Iteration 9Q: 3 clusters Score -1166719 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1166905.875000 Penalty: 2924.394287
	Iteration 10Q: 3 clusters Score -1166906 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1167095.375000 Penalty: 2924.394287
	Iteration 11Q: 3 clusters Score -1167095 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1167275.000000 Penalty: 2924.394287
	Iteration 12Q: 3 clusters Score -1167275 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1167447.000000 Penalty: 2924.394287
	Iteration 13Q: 3 clusters Score -1167447 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1167611.000000 Penalty: 2924.394287
	Iteration 14Q: 3 clusters Score -1167611 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1167743.500000 Penalty: 2924.394287
	Iteration 15Q: 3 clusters Score -1167744 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1167863.000000 Penalty: 2924.394287
	Iteration 16Q: 3 clusters Score -1167863 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1167933.500000 Penalty: 2924.394287
	Iteration 17Q: 3 clusters Score -1167934 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1167983.375000 Penalty: 2924.394287
	Iteration 18Q: 3 clusters Score -1167983 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1168019.250000 Penalty: 2924.394287
	Iteration 19Q: 3 clusters Score -1168019 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1168050.625000 Penalty: 2924.394287
	Iteration 20F: 3 clusters Score -1168051 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1168072.500000 Penalty: 2924.394287
	Iteration 21Q: 3 clusters Score -1168072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1168081.250000 Penalty: 2924.394287
	Iteration 22Q: 3 clusters Score -1168081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1168091.875000 Penalty: 2924.394287
	Iteration 23Q: 3 clusters Score -1168092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1168105.750000 Penalty: 2924.394287
	Iteration 24Q: 3 clusters Score -1168106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1168122.000000 Penalty: 2924.394287
	Iteration 25Q: 3 clusters Score -1168122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1168132.000000 Penalty: 2924.394287
	Iteration 26Q: 3 clusters Score -1168132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1168144.750000 Penalty: 2924.394287
	Iteration 27Q: 3 clusters Score -1168145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1168148.000000 Penalty: 2924.394287
	Iteration 28Q: 3 clusters Score -1168148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1168150.000000 Penalty: 2924.394287
	Iteration 29Q: 3 clusters Score -1168150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1168155.250000 Penalty: 2924.394287
	Iteration 30Q: 3 clusters Score -1168155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1168157.750000 Penalty: 2924.394287
	Iteration 31Q: 3 clusters Score -1168158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1168156.375000 Penalty: 2924.394287
	Iteration 32Q: 3 clusters Score -1168156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1168159.250000 Penalty: 2924.394287
	Iteration 33Q: 3 clusters Score -1168159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1168159.250000 Penalty: 2924.394287
	Iteration 34F: 3 clusters Score -1168159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Entering Unmasked Estep 
Score: -1835966.125000 Penalty: 1532.067749
	Iteration 0F: 2 clusters Score -1835966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1827275.000000 Penalty: 3064.135498
	Iteration 0F: 3 clusters Score -1827275 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1830194.250000 Penalty: 3064.135498
	Iteration 1F: 3 clusters Score -1830194 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1830511.375000 Penalty: 3064.135498
	Iteration 2F: 3 clusters Score -1830511 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1830866.500000 Penalty: 3064.135498
	Iteration 3F: 3 clusters Score -1830866 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1831229.250000 Penalty: 3064.135498
	Iteration 4F: 3 clusters Score -1831229 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1831655.250000 Penalty: 3064.135498
	Iteration 5F: 3 clusters Score -1831655 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1832099.625000 Penalty: 3064.135498
	Iteration 6F: 3 clusters Score -1832100 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1832503.750000 Penalty: 3064.135498
	Iteration 7F: 3 clusters Score -1832504 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1832869.250000 Penalty: 3064.135498
	Iteration 8Q: 3 clusters Score -1832869 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1833184.000000 Penalty: 3064.135498
	Iteration 9Q: 3 clusters Score -1833184 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1833515.625000 Penalty: 3064.135498
	Iteration 10Q: 3 clusters Score -1833516 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1833833.875000 Penalty: 3064.135498
	Iteration 11Q: 3 clusters Score -1833834 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1834088.625000 Penalty: 3064.135498
	Iteration 12Q: 3 clusters Score -1834089 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1834274.750000 Penalty: 3064.135498
	Iteration 13Q: 3 clusters Score -1834275 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1834413.000000 Penalty: 3064.135498
	Iteration 14Q: 3 clusters Score -1834413 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1834485.000000 Penalty: 3064.135498
	Iteration 15Q: 3 clusters Score -1834485 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1834539.875000 Penalty: 3064.135498
	Iteration 16Q: 3 clusters Score -1834540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1834569.750000 Penalty: 3064.135498
	Iteration 17Q: 3 clusters Score -1834570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1834601.750000 Penalty: 3064.135498
	Iteration 18Q: 3 clusters Score -1834602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1834615.875000 Penalty: 3064.135498
	Iteration 19Q: 3 clusters Score -1834616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1834624.250000 Penalty: 3064.135498
	Iteration 20F: 3 clusters Score -1834624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1834632.375000 Penalty: 3064.135498
	Iteration 21Q: 3 clusters Score -1834632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1834640.375000 Penalty: 3064.135498
	Iteration 22Q: 3 clusters Score -1834640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1834644.875000 Penalty: 3064.135498
	Iteration 23Q: 3 clusters Score -1834645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1834656.750000 Penalty: 3064.135498
	Iteration 24Q: 3 clusters Score -1834657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1834669.500000 Penalty: 3064.135498
	Iteration 25Q: 3 clusters Score -1834670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1834677.000000 Penalty: 3064.135498
	Iteration 26Q: 3 clusters Score -1834677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1834677.500000 Penalty: 3064.135498
	Iteration 27Q: 3 clusters Score -1834678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1834677.625000 Penalty: 3064.135498
	Iteration 28Q: 3 clusters Score -1834678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1834679.750000 Penalty: 3064.135498
	Iteration 29Q: 3 clusters Score -1834680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1834683.750000 Penalty: 3064.135498
	Iteration 30Q: 3 clusters Score -1834684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1834681.375000 Penalty: 3064.135498
	Iteration 31Q: 3 clusters Score -1834681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1834683.875000 Penalty: 3064.135498
	Iteration 32Q: 3 clusters Score -1834684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1834683.875000 Penalty: 3064.135498
	Iteration 33F: 3 clusters Score -1834684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -226965.812500 Penalty: 1204.672241
	Iteration 0F: 2 clusters Score -226965.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -225112.515625 Penalty: 2409.344482
	Iteration 0F: 3 clusters Score -225112.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -225538.359375 Penalty: 2409.344482
	Iteration 1F: 3 clusters Score -225538.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -225614.531250 Penalty: 2409.344482
	Iteration 2F: 3 clusters Score -225614.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -225651.046875 Penalty: 2409.344482
	Iteration 3Q: 3 clusters Score -225651 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -225678.218750 Penalty: 2409.344482
	Iteration 4Q: 3 clusters Score -225678.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -225699.890625 Penalty: 2409.344482
	Iteration 5Q: 3 clusters Score -225699.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -225712.015625 Penalty: 2409.344482
	Iteration 6Q: 3 clusters Score -225712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -225725.578125 Penalty: 2409.344482
	Iteration 7Q: 3 clusters Score -225725.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -225741.406250 Penalty: 2409.344482
	Iteration 8Q: 3 clusters Score -225741.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -225755.734375 Penalty: 2409.344482
	Iteration 9Q: 3 clusters Score -225755.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -225770.906250 Penalty: 2409.344482
	Iteration 10Q: 3 clusters Score -225770.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -225783.625000 Penalty: 2409.344482
	Iteration 11Q: 3 clusters Score -225783.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -225796.031250 Penalty: 2409.344482
	Iteration 12Q: 3 clusters Score -225796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -225807.843750 Penalty: 2409.344482
	Iteration 13Q: 3 clusters Score -225807.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -225818.531250 Penalty: 2409.344482
	Iteration 14Q: 3 clusters Score -225818.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -225833.859375 Penalty: 2409.344482
	Iteration 15Q: 3 clusters Score -225833.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -225846.703125 Penalty: 2409.344482
	Iteration 16Q: 3 clusters Score -225846.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -225862.031250 Penalty: 2409.344482
	Iteration 17Q: 3 clusters Score -225862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -225878.515625 Penalty: 2409.344482
	Iteration 18Q: 3 clusters Score -225878.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -225899.171875 Penalty: 2409.344482
	Iteration 19Q: 3 clusters Score -225899.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -225917.937500 Penalty: 2409.344482
	Iteration 20F: 3 clusters Score -225917.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -225944.140625 Penalty: 2409.344482
	Iteration 21Q: 3 clusters Score -225944.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -225969.031250 Penalty: 2409.344482
	Iteration 22Q: 3 clusters Score -225969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -225990.187500 Penalty: 2409.344482
	Iteration 23Q: 3 clusters Score -225990.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -226024.531250 Penalty: 2409.344482
	Iteration 24Q: 3 clusters Score -226024.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -226049.921875 Penalty: 2409.344482
	Iteration 25Q: 3 clusters Score -226049.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -226081.718750 Penalty: 2409.344482
	Iteration 26Q: 3 clusters Score -226081.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -226129.328125 Penalty: 2409.344482
	Iteration 27Q: 3 clusters Score -226129.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -226169.093750 Penalty: 2409.344482
	Iteration 28Q: 3 clusters Score -226169.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -226215.421875 Penalty: 2409.344482
	Iteration 29Q: 3 clusters Score -226215.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -226264.296875 Penalty: 2409.344482
	Iteration 30Q: 3 clusters Score -226264.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -226300.156250 Penalty: 2409.344482
	Iteration 31Q: 3 clusters Score -226300.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -226323.421875 Penalty: 2409.344482
	Iteration 32Q: 3 clusters Score -226323.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -226337.812500 Penalty: 2409.344482
	Iteration 33Q: 3 clusters Score -226337.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -226347.125000 Penalty: 2409.344482
	Iteration 34Q: 3 clusters Score -226347.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -226352.406250 Penalty: 2409.344482
	Iteration 35Q: 3 clusters Score -226352.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -226354.640625 Penalty: 2409.344482
	Iteration 36Q: 3 clusters Score -226354.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -226357.015625 Penalty: 2409.344482
	Iteration 37Q: 3 clusters Score -226357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -226360.546875 Penalty: 2409.344482
	Iteration 38Q: 3 clusters Score -226360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -226362.046875 Penalty: 2409.344482
	Iteration 39Q: 3 clusters Score -226362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -226364.453125 Penalty: 2409.344482
	Iteration 40F: 3 clusters Score -226364.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -226364.875000 Penalty: 2409.344482
	Iteration 41Q: 3 clusters Score -226364.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -226367.312500 Penalty: 2409.344482
	Iteration 42Q: 3 clusters Score -226367.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -226369.921875 Penalty: 2409.344482
	Iteration 43Q: 3 clusters Score -226369.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -226370.750000 Penalty: 2409.344482
	Iteration 44Q: 3 clusters Score -226370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -226370.750000 Penalty: 2409.344482
	Iteration 45F: 3 clusters Score -226370.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Entering Unmasked Estep 
Score: -1065540.375000 Penalty: 1447.882446
	Iteration 0F: 2 clusters Score -1065540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1060099.750000 Penalty: 2895.764893
	Iteration 0F: 3 clusters Score -1060100 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1061896.250000 Penalty: 2895.764893
	Iteration 1F: 3 clusters Score -1061896 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1062360.375000 Penalty: 2895.764893
	Iteration 2F: 3 clusters Score -1062360 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1062833.375000 Penalty: 2895.764893
	Iteration 3F: 3 clusters Score -1062833 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1063397.500000 Penalty: 2895.764893
	Iteration 4F: 3 clusters Score -1063398 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1063906.875000 Penalty: 2895.764893
	Iteration 5F: 3 clusters Score -1063907 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1064259.375000 Penalty: 2895.764893
	Iteration 6F: 3 clusters Score -1064259 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1064506.125000 Penalty: 2895.764893
	Iteration 7Q: 3 clusters Score -1064506 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1064651.500000 Penalty: 2895.764893
	Iteration 8Q: 3 clusters Score -1064652 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1064765.250000 Penalty: 2895.764893
	Iteration 9Q: 3 clusters Score -1064765 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1064837.750000 Penalty: 2895.764893
	Iteration 10Q: 3 clusters Score -1064838 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1064877.250000 Penalty: 2895.764893
	Iteration 11Q: 3 clusters Score -1064877 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1064902.375000 Penalty: 2895.764893
	Iteration 12Q: 3 clusters Score -1064902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1064921.625000 Penalty: 2895.764893
	Iteration 13Q: 3 clusters Score -1064922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1064935.000000 Penalty: 2895.764893
	Iteration 14Q: 3 clusters Score -1064935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1064942.000000 Penalty: 2895.764893
	Iteration 15Q: 3 clusters Score -1064942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1064947.500000 Penalty: 2895.764893
	Iteration 16Q: 3 clusters Score -1064948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1064951.375000 Penalty: 2895.764893
	Iteration 17Q: 3 clusters Score -1064951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1064954.500000 Penalty: 2895.764893
	Iteration 18Q: 3 clusters Score -1064954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1064955.250000 Penalty: 2895.764893
	Iteration 19Q: 3 clusters Score -1064955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1064959.500000 Penalty: 2895.764893
	Iteration 20F: 3 clusters Score -1064960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1064960.625000 Penalty: 2895.764893
	Iteration 21Q: 3 clusters Score -1064961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1064963.250000 Penalty: 2895.764893
	Iteration 22Q: 3 clusters Score -1064963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1064967.250000 Penalty: 2895.764893
	Iteration 23Q: 3 clusters Score -1064967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1064967.375000 Penalty: 2895.764893
	Iteration 24Q: 3 clusters Score -1064967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1064967.750000 Penalty: 2895.764893
	Iteration 25Q: 3 clusters Score -1064968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1064968.750000 Penalty: 2895.764893
	Iteration 26Q: 3 clusters Score -1064969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1064968.750000 Penalty: 2895.764893
	Iteration 27F: 3 clusters Score -1064969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Entering Unmasked Estep 
Score: -1241511.500000 Penalty: 1464.332886
	Iteration 0F: 2 clusters Score -1241512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1235516.750000 Penalty: 2928.665771
	Iteration 0F: 3 clusters Score -1235517 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1237362.375000 Penalty: 2928.665771
	Iteration 1F: 3 clusters Score -1237362 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1237582.750000 Penalty: 2928.665771
	Iteration 2F: 3 clusters Score -1237583 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1237741.875000 Penalty: 2928.665771
	Iteration 3F: 3 clusters Score -1237742 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1237850.000000 Penalty: 2928.665771
	Iteration 4Q: 3 clusters Score -1237850 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1237931.125000 Penalty: 2928.665771
	Iteration 5Q: 3 clusters Score -1237931 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1238001.750000 Penalty: 2928.665771
	Iteration 6Q: 3 clusters Score -1238002 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1238070.625000 Penalty: 2928.665771
	Iteration 7Q: 3 clusters Score -1238071 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1238125.250000 Penalty: 2928.665771
	Iteration 8Q: 3 clusters Score -1238125 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1238175.625000 Penalty: 2928.665771
	Iteration 9Q: 3 clusters Score -1238176 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1238229.750000 Penalty: 2928.665771
	Iteration 10Q: 3 clusters Score -1238230 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1238290.375000 Penalty: 2928.665771
	Iteration 11Q: 3 clusters Score -1238290 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1238357.250000 Penalty: 2928.665771
	Iteration 12Q: 3 clusters Score -1238357 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1238457.625000 Penalty: 2928.665771
	Iteration 13Q: 3 clusters Score -1238458 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1238595.000000 Penalty: 2928.665771
	Iteration 14Q: 3 clusters Score -1238595 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1238761.375000 Penalty: 2928.665771
	Iteration 15Q: 3 clusters Score -1238761 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1238970.625000 Penalty: 2928.665771
	Iteration 16Q: 3 clusters Score -1238971 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1239197.750000 Penalty: 2928.665771
	Iteration 17Q: 3 clusters Score -1239198 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1239421.875000 Penalty: 2928.665771
	Iteration 18Q: 3 clusters Score -1239422 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1239666.000000 Penalty: 2928.665771
	Iteration 19Q: 3 clusters Score -1239666 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1239850.500000 Penalty: 2928.665771
	Iteration 20F: 3 clusters Score -1239850 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1239975.500000 Penalty: 2928.665771
	Iteration 21Q: 3 clusters Score -1239976 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1240060.125000 Penalty: 2928.665771
	Iteration 22Q: 3 clusters Score -1240060 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1240097.375000 Penalty: 2928.665771
	Iteration 23Q: 3 clusters Score -1240097 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1240128.000000 Penalty: 2928.665771
	Iteration 24Q: 3 clusters Score -1240128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1240149.125000 Penalty: 2928.665771
	Iteration 25Q: 3 clusters Score -1240149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1240163.375000 Penalty: 2928.665771
	Iteration 26Q: 3 clusters Score -1240163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1240183.250000 Penalty: 2928.665771
	Iteration 27Q: 3 clusters Score -1240183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1240187.750000 Penalty: 2928.665771
	Iteration 28Q: 3 clusters Score -1240188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1240191.125000 Penalty: 2928.665771
	Iteration 29Q: 3 clusters Score -1240191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1240203.375000 Penalty: 2928.665771
	Iteration 30Q: 3 clusters Score -1240203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1240209.750000 Penalty: 2928.665771
	Iteration 31Q: 3 clusters Score -1240210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1240217.375000 Penalty: 2928.665771
	Iteration 32Q: 3 clusters Score -1240217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1240223.375000 Penalty: 2928.665771
	Iteration 33Q: 3 clusters Score -1240223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1240228.375000 Penalty: 2928.665771
	Iteration 34Q: 3 clusters Score -1240228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1240231.625000 Penalty: 2928.665771
	Iteration 35Q: 3 clusters Score -1240232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1240235.750000 Penalty: 2928.665771
	Iteration 36Q: 3 clusters Score -1240236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1240238.000000 Penalty: 2928.665771
	Iteration 37Q: 3 clusters Score -1240238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1240240.750000 Penalty: 2928.665771
	Iteration 38Q: 3 clusters Score -1240241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1240244.500000 Penalty: 2928.665771
	Iteration 39Q: 3 clusters Score -1240244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1240250.000000 Penalty: 2928.665771
	Iteration 40F: 3 clusters Score -1240250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1240250.750000 Penalty: 2928.665771
	Iteration 41Q: 3 clusters Score -1240251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1240253.625000 Penalty: 2928.665771
	Iteration 42Q: 3 clusters Score -1240254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1240258.250000 Penalty: 2928.665771
	Iteration 43Q: 3 clusters Score -1240258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1240259.625000 Penalty: 2928.665771
	Iteration 44Q: 3 clusters Score -1240260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1240259.625000 Penalty: 2928.665771
	Iteration 45F: 3 clusters Score -1240260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Entering Unmasked Estep 
Score: -474777.562500 Penalty: 1335.902954
	Iteration 0F: 2 clusters Score -474777.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -471580.968750 Penalty: 2671.805908
	Iteration 0F: 3 clusters Score -471581 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -472462.906250 Penalty: 2671.805908
	Iteration 1F: 3 clusters Score -472462.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -472671.750000 Penalty: 2671.805908
	Iteration 2F: 3 clusters Score -472671.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -472813.750000 Penalty: 2671.805908
	Iteration 3F: 3 clusters Score -472813.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -472926.781250 Penalty: 2671.805908
	Iteration 4Q: 3 clusters Score -472926.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -473038.906250 Penalty: 2671.805908
	Iteration 5Q: 3 clusters Score -473038.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -473136.062500 Penalty: 2671.805908
	Iteration 6Q: 3 clusters Score -473136.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -473244.781250 Penalty: 2671.805908
	Iteration 7Q: 3 clusters Score -473244.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -473352.781250 Penalty: 2671.805908
	Iteration 8Q: 3 clusters Score -473352.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -473470.562500 Penalty: 2671.805908
	Iteration 9Q: 3 clusters Score -473470.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -473579.031250 Penalty: 2671.805908
	Iteration 10Q: 3 clusters Score -473579 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -473673.343750 Penalty: 2671.805908
	Iteration 11Q: 3 clusters Score -473673.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -473756.750000 Penalty: 2671.805908
	Iteration 12Q: 3 clusters Score -473756.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -473833.656250 Penalty: 2671.805908
	Iteration 13Q: 3 clusters Score -473833.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -473937.343750 Penalty: 2671.805908
	Iteration 14Q: 3 clusters Score -473937.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -474032.812500 Penalty: 2671.805908
	Iteration 15Q: 3 clusters Score -474032.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -474088.406250 Penalty: 2671.805908
	Iteration 16Q: 3 clusters Score -474088.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -474124.156250 Penalty: 2671.805908
	Iteration 17Q: 3 clusters Score -474124.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -474154.718750 Penalty: 2671.805908
	Iteration 18Q: 3 clusters Score -474154.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -474170.000000 Penalty: 2671.805908
	Iteration 19Q: 3 clusters Score -474170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -474184.812500 Penalty: 2671.805908
	Iteration 20F: 3 clusters Score -474184.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -474189.531250 Penalty: 2671.805908
	Iteration 21Q: 3 clusters Score -474189.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -474194.281250 Penalty: 2671.805908
	Iteration 22Q: 3 clusters Score -474194.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -474196.156250 Penalty: 2671.805908
	Iteration 23Q: 3 clusters Score -474196.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -474196.687500 Penalty: 2671.805908
	Iteration 24Q: 3 clusters Score -474196.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -474199.375000 Penalty: 2671.805908
	Iteration 25Q: 3 clusters Score -474199.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -474200.718750 Penalty: 2671.805908
	Iteration 26Q: 3 clusters Score -474200.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -474202.875000 Penalty: 2671.805908
	Iteration 27Q: 3 clusters Score -474202.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -474203.468750 Penalty: 2671.805908
	Iteration 28Q: 3 clusters Score -474203.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -474204.718750 Penalty: 2671.805908
	Iteration 29Q: 3 clusters Score -474204.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -474205.000000 Penalty: 2671.805908
	Iteration 30Q: 3 clusters Score -474205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -474204.875000 Penalty: 2671.805908
	Iteration 31Q: 3 clusters Score -474204.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -474204.875000 Penalty: 2671.805908
	Iteration 32F: 3 clusters Score -474204.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Entering Unmasked Estep 
Score: -267906.781250 Penalty: 1233.677490
	Iteration 0F: 2 clusters Score -267906.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -265869.281250 Penalty: 2467.354980
	Iteration 0F: 3 clusters Score -265869.3 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -266504.031250 Penalty: 2467.354980
	Iteration 1F: 3 clusters Score -266504 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -266777.156250 Penalty: 2467.354980
	Iteration 2F: 3 clusters Score -266777.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -267022.625000 Penalty: 2467.354980
	Iteration 3F: 3 clusters Score -267022.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -267226.781250 Penalty: 2467.354980
	Iteration 4F: 3 clusters Score -267226.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -267364.781250 Penalty: 2467.354980
	Iteration 5F: 3 clusters Score -267364.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -267468.593750 Penalty: 2467.354980
	Iteration 6Q: 3 clusters Score -267468.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -267546.406250 Penalty: 2467.354980
	Iteration 7Q: 3 clusters Score -267546.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -267565.406250 Penalty: 2467.354980
	Iteration 8Q: 3 clusters Score -267565.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -267574.125000 Penalty: 2467.354980
	Iteration 9Q: 3 clusters Score -267574.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -267582.500000 Penalty: 2467.354980
	Iteration 10Q: 3 clusters Score -267582.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -267587.968750 Penalty: 2467.354980
	Iteration 11Q: 3 clusters Score -267588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -267591.718750 Penalty: 2467.354980
	Iteration 12Q: 3 clusters Score -267591.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -267591.718750 Penalty: 2467.354980
	Iteration 13F: 3 clusters Score -267591.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Entering Unmasked Estep 
Score: -414519.187500 Penalty: 1302.812378
	Iteration 0F: 2 clusters Score -414519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -411827.343750 Penalty: 2605.624756
	Iteration 0F: 3 clusters Score -411827.3 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -412658.718750 Penalty: 2605.624756
	Iteration 1F: 3 clusters Score -412658.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -413059.843750 Penalty: 2605.624756
	Iteration 2F: 3 clusters Score -413059.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -413493.093750 Penalty: 2605.624756
	Iteration 3F: 3 clusters Score -413493.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -413809.937500 Penalty: 2605.624756
	Iteration 4F: 3 clusters Score -413809.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -414006.718750 Penalty: 2605.624756
	Iteration 5F: 3 clusters Score -414006.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -414109.906250 Penalty: 2605.624756
	Iteration 6Q: 3 clusters Score -414109.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -414156.000000 Penalty: 2605.624756
	Iteration 7Q: 3 clusters Score -414156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -414179.906250 Penalty: 2605.624756
	Iteration 8Q: 3 clusters Score -414179.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -414193.093750 Penalty: 2605.624756
	Iteration 9Q: 3 clusters Score -414193.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -414201.125000 Penalty: 2605.624756
	Iteration 10Q: 3 clusters Score -414201.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -414204.906250 Penalty: 2605.624756
	Iteration 11Q: 3 clusters Score -414204.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -414207.812500 Penalty: 2605.624756
	Iteration 12Q: 3 clusters Score -414207.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -414209.437500 Penalty: 2605.624756
	Iteration 13Q: 3 clusters Score -414209.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -414210.125000 Penalty: 2605.624756
	Iteration 14Q: 3 clusters Score -414210.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -414212.156250 Penalty: 2605.624756
	Iteration 15Q: 3 clusters Score -414212.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -414212.250000 Penalty: 2605.624756
	Iteration 16Q: 3 clusters Score -414212.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -414215.593750 Penalty: 2605.624756
	Iteration 17Q: 3 clusters Score -414215.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -414221.437500 Penalty: 2605.624756
	Iteration 18Q: 3 clusters Score -414221.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -414224.312500 Penalty: 2605.624756
	Iteration 19Q: 3 clusters Score -414224.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -414227.812500 Penalty: 2605.624756
	Iteration 20F: 3 clusters Score -414227.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -414231.437500 Penalty: 2605.624756
	Iteration 21Q: 3 clusters Score -414231.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -414232.000000 Penalty: 2605.624756
	Iteration 22Q: 3 clusters Score -414232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -414233.156250 Penalty: 2605.624756
	Iteration 23Q: 3 clusters Score -414233.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -414234.281250 Penalty: 2605.624756
	Iteration 24Q: 3 clusters Score -414234.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -414234.281250 Penalty: 2605.624756
	Iteration 25F: 3 clusters Score -414234.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -221217.640625 Penalty: 1202.700073
	Iteration 0F: 2 clusters Score -221217.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -219359.140625 Penalty: 2405.400146
	Iteration 0F: 3 clusters Score -219359.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -219747.015625 Penalty: 2405.400146
	Iteration 1F: 3 clusters Score -219747 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -219886.062500 Penalty: 2405.400146
	Iteration 2F: 3 clusters Score -219886.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -219997.687500 Penalty: 2405.400146
	Iteration 3F: 3 clusters Score -219997.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -220066.328125 Penalty: 2405.400146
	Iteration 4Q: 3 clusters Score -220066.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -220122.312500 Penalty: 2405.400146
	Iteration 5Q: 3 clusters Score -220122.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -220167.828125 Penalty: 2405.400146
	Iteration 6Q: 3 clusters Score -220167.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -220212.203125 Penalty: 2405.400146
	Iteration 7Q: 3 clusters Score -220212.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -220245.218750 Penalty: 2405.400146
	Iteration 8Q: 3 clusters Score -220245.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -220264.171875 Penalty: 2405.400146
	Iteration 9Q: 3 clusters Score -220264.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -220282.281250 Penalty: 2405.400146
	Iteration 10Q: 3 clusters Score -220282.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -220304.359375 Penalty: 2405.400146
	Iteration 11Q: 3 clusters Score -220304.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -220318.484375 Penalty: 2405.400146
	Iteration 12Q: 3 clusters Score -220318.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -220330.734375 Penalty: 2405.400146
	Iteration 13Q: 3 clusters Score -220330.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -220341.484375 Penalty: 2405.400146
	Iteration 14Q: 3 clusters Score -220341.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -220350.812500 Penalty: 2405.400146
	Iteration 15Q: 3 clusters Score -220350.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -220360.531250 Penalty: 2405.400146
	Iteration 16Q: 3 clusters Score -220360.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -220374.640625 Penalty: 2405.400146
	Iteration 17Q: 3 clusters Score -220374.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -220384.453125 Penalty: 2405.400146
	Iteration 18Q: 3 clusters Score -220384.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -220397.250000 Penalty: 2405.400146
	Iteration 19Q: 3 clusters Score -220397.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -220410.484375 Penalty: 2405.400146
	Iteration 20F: 3 clusters Score -220410.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -220423.875000 Penalty: 2405.400146
	Iteration 21Q: 3 clusters Score -220423.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -220434.750000 Penalty: 2405.400146
	Iteration 22Q: 3 clusters Score -220434.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -220438.640625 Penalty: 2405.400146
	Iteration 23Q: 3 clusters Score -220438.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -220440.625000 Penalty: 2405.400146
	Iteration 24Q: 3 clusters Score -220440.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -220448.031250 Penalty: 2405.400146
	Iteration 25Q: 3 clusters Score -220448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -220453.093750 Penalty: 2405.400146
	Iteration 26Q: 3 clusters Score -220453.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -220456.468750 Penalty: 2405.400146
	Iteration 27Q: 3 clusters Score -220456.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -220460.781250 Penalty: 2405.400146
	Iteration 28Q: 3 clusters Score -220460.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -220462.687500 Penalty: 2405.400146
	Iteration 29Q: 3 clusters Score -220462.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -220463.656250 Penalty: 2405.400146
	Iteration 30Q: 3 clusters Score -220463.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -220463.656250 Penalty: 2405.400146
	Iteration 31F: 3 clusters Score -220463.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -72961.406250 Penalty: 1015.620972
	Iteration 0F: 2 clusters Score -72961.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71884.093750 Penalty: 2031.241943
	Iteration 0F: 3 clusters Score -71884.09 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72026.070312 Penalty: 2031.241943
	Iteration 1F: 3 clusters Score -72026.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -72088.820312 Penalty: 2031.241943
	Iteration 2F: 3 clusters Score -72088.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -72126.132812 Penalty: 2031.241943
	Iteration 3Q: 3 clusters Score -72126.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -72188.601562 Penalty: 2031.241943
	Iteration 4Q: 3 clusters Score -72188.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72253.265625 Penalty: 2031.241943
	Iteration 5F: 3 clusters Score -72253.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72292.992188 Penalty: 2031.241943
	Iteration 6Q: 3 clusters Score -72292.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -72325.882812 Penalty: 2031.241943
	Iteration 7Q: 3 clusters Score -72325.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -72350.382812 Penalty: 2031.241943
	Iteration 8Q: 3 clusters Score -72350.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72358.242188 Penalty: 2031.241943
	Iteration 9Q: 3 clusters Score -72358.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -72365.000000 Penalty: 2031.241943
	Iteration 10Q: 3 clusters Score -72365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72370.320312 Penalty: 2031.241943
	Iteration 11Q: 3 clusters Score -72370.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72370.320312 Penalty: 2031.241943
	Iteration 12F: 3 clusters Score -72370.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Entering Unmasked Estep 
Score: -1789393.500000 Penalty: 1524.427979
	Iteration 0F: 2 clusters Score -1789394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1781122.875000 Penalty: 3048.855957
	Iteration 0F: 3 clusters Score -1781123 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1783815.750000 Penalty: 3048.855957
	Iteration 1F: 3 clusters Score -1783816 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1784186.125000 Penalty: 3048.855957
	Iteration 2F: 3 clusters Score -1784186 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1784570.375000 Penalty: 3048.855957
	Iteration 3F: 3 clusters Score -1784570 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1784987.875000 Penalty: 3048.855957
	Iteration 4F: 3 clusters Score -1784988 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1785470.875000 Penalty: 3048.855957
	Iteration 5F: 3 clusters Score -1785471 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1785970.125000 Penalty: 3048.855957
	Iteration 6F: 3 clusters Score -1785970 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1786430.750000 Penalty: 3048.855957
	Iteration 7F: 3 clusters Score -1786431 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1786815.625000 Penalty: 3048.855957
	Iteration 8Q: 3 clusters Score -1786816 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1787152.750000 Penalty: 3048.855957
	Iteration 9Q: 3 clusters Score -1787153 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1787448.750000 Penalty: 3048.855957
	Iteration 10Q: 3 clusters Score -1787449 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1787664.500000 Penalty: 3048.855957
	Iteration 11Q: 3 clusters Score -1787664 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1787806.750000 Penalty: 3048.855957
	Iteration 12Q: 3 clusters Score -1787807 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1787889.875000 Penalty: 3048.855957
	Iteration 13Q: 3 clusters Score -1787890 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1787953.000000 Penalty: 3048.855957
	Iteration 14Q: 3 clusters Score -1787953 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1788004.625000 Penalty: 3048.855957
	Iteration 15Q: 3 clusters Score -1788005 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1788030.625000 Penalty: 3048.855957
	Iteration 16Q: 3 clusters Score -1788031 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1788051.000000 Penalty: 3048.855957
	Iteration 17Q: 3 clusters Score -1788051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1788063.750000 Penalty: 3048.855957
	Iteration 18Q: 3 clusters Score -1788064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1788074.625000 Penalty: 3048.855957
	Iteration 19Q: 3 clusters Score -1788075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1788080.750000 Penalty: 3048.855957
	Iteration 20F: 3 clusters Score -1788081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1788091.875000 Penalty: 3048.855957
	Iteration 21Q: 3 clusters Score -1788092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1788104.250000 Penalty: 3048.855957
	Iteration 22Q: 3 clusters Score -1788104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1788122.875000 Penalty: 3048.855957
	Iteration 23Q: 3 clusters Score -1788123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1788135.000000 Penalty: 3048.855957
	Iteration 24Q: 3 clusters Score -1788135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1788142.125000 Penalty: 3048.855957
	Iteration 25Q: 3 clusters Score -1788142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1788150.750000 Penalty: 3048.855957
	Iteration 26Q: 3 clusters Score -1788151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1788156.125000 Penalty: 3048.855957
	Iteration 27Q: 3 clusters Score -1788156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1788157.500000 Penalty: 3048.855957
	Iteration 28Q: 3 clusters Score -1788158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1788160.875000 Penalty: 3048.855957
	Iteration 29Q: 3 clusters Score -1788161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1788161.250000 Penalty: 3048.855957
	Iteration 30Q: 3 clusters Score -1788161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1788164.125000 Penalty: 3048.855957
	Iteration 31Q: 3 clusters Score -1788164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1788166.500000 Penalty: 3048.855957
	Iteration 32Q: 3 clusters Score -1788166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1788163.625000 Penalty: 3048.855957
	Iteration 33Q: 3 clusters Score -1788164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1788169.500000 Penalty: 3048.855957
	Iteration 34Q: 3 clusters Score -1788170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1788169.250000 Penalty: 3048.855957
	Iteration 35Q: 3 clusters Score -1788169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1788174.500000 Penalty: 3048.855957
	Iteration 36Q: 3 clusters Score -1788174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1788180.375000 Penalty: 3048.855957
	Iteration 37Q: 3 clusters Score -1788180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1788186.750000 Penalty: 3048.855957
	Iteration 38Q: 3 clusters Score -1788187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1788191.375000 Penalty: 3048.855957
	Iteration 39Q: 3 clusters Score -1788191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1788189.750000 Penalty: 3048.855957
	Iteration 40F: 3 clusters Score -1788190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1788191.500000 Penalty: 3048.855957
	Iteration 41Q: 3 clusters Score -1788192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1788196.375000 Penalty: 3048.855957
	Iteration 42Q: 3 clusters Score -1788196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1788198.125000 Penalty: 3048.855957
	Iteration 43Q: 3 clusters Score -1788198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1788199.750000 Penalty: 3048.855957
	Iteration 44Q: 3 clusters Score -1788200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1788202.250000 Penalty: 3048.855957
	Iteration 45Q: 3 clusters Score -1788202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1788202.250000 Penalty: 3048.855957
	Iteration 46F: 3 clusters Score -1788202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -79864.070312 Penalty: 1040.849609
	Iteration 0F: 2 clusters Score -79864.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78696.437500 Penalty: 2081.699219
	Iteration 0F: 3 clusters Score -78696.44 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -78891.585938 Penalty: 2081.699219
	Iteration 1F: 3 clusters Score -78891.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78945.562500 Penalty: 2081.699219
	Iteration 2F: 3 clusters Score -78945.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -78981.523438 Penalty: 2081.699219
	Iteration 3Q: 3 clusters Score -78981.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78997.679688 Penalty: 2081.699219
	Iteration 4Q: 3 clusters Score -78997.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -79005.421875 Penalty: 2081.699219
	Iteration 5Q: 3 clusters Score -79005.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -79014.132812 Penalty: 2081.699219
	Iteration 6Q: 3 clusters Score -79014.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -79026.867188 Penalty: 2081.699219
	Iteration 7Q: 3 clusters Score -79026.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -79047.937500 Penalty: 2081.699219
	Iteration 8Q: 3 clusters Score -79047.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -79062.031250 Penalty: 2081.699219
	Iteration 9Q: 3 clusters Score -79062.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -79067.914062 Penalty: 2081.699219
	Iteration 10Q: 3 clusters Score -79067.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -79067.914062 Penalty: 2081.699219
	Iteration 11F: 3 clusters Score -79067.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (31403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Entering Unmasked Estep 
Score: -4772276.000000 Penalty: 1682.632080
	Iteration 0F: 2 clusters Score -4772276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -4753891.000000 Penalty: 3365.264160
	Iteration 0F: 3 clusters Score -4753891 nChanged 14381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -4761987.500000 Penalty: 3365.264160
	Iteration 1F: 3 clusters Score -4761988 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -4762672.500000 Penalty: 3365.264160
	Iteration 2F: 3 clusters Score -4762672 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -4763476.000000 Penalty: 3365.264160
	Iteration 3F: 3 clusters Score -4763476 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -4764340.000000 Penalty: 3365.264160
	Iteration 4F: 3 clusters Score -4764340 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -4765321.500000 Penalty: 3365.264160
	Iteration 5F: 3 clusters Score -4765322 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -4766456.500000 Penalty: 3365.264160
	Iteration 6F: 3 clusters Score -4766456 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -4767637.000000 Penalty: 3365.264160
	Iteration 7F: 3 clusters Score -4767637 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -4768570.500000 Penalty: 3365.264160
	Iteration 8F: 3 clusters Score -4768570 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -4769182.000000 Penalty: 3365.264160
	Iteration 9Q: 3 clusters Score -4769182 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -4769461.000000 Penalty: 3365.264160
	Iteration 10Q: 3 clusters Score -4769461 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -4769591.500000 Penalty: 3365.264160
	Iteration 11Q: 3 clusters Score -4769592 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -4769703.000000 Penalty: 3365.264160
	Iteration 12Q: 3 clusters Score -4769703 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -4769791.500000 Penalty: 3365.264160
	Iteration 13Q: 3 clusters Score -4769792 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -4769909.500000 Penalty: 3365.264160
	Iteration 14Q: 3 clusters Score -4769910 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -4769999.000000 Penalty: 3365.264160
	Iteration 15Q: 3 clusters Score -4769999 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -4770096.000000 Penalty: 3365.264160
	Iteration 16Q: 3 clusters Score -4770096 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -4770135.000000 Penalty: 3365.264160
	Iteration 17Q: 3 clusters Score -4770135 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -4770202.500000 Penalty: 3365.264160
	Iteration 18Q: 3 clusters Score -4770202 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -4770246.000000 Penalty: 3365.264160
	Iteration 19Q: 3 clusters Score -4770246 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -4770301.000000 Penalty: 3365.264160
	Iteration 20F: 3 clusters Score -4770301 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -4770328.500000 Penalty: 3365.264160
	Iteration 21Q: 3 clusters Score -4770328 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -4770373.000000 Penalty: 3365.264160
	Iteration 22Q: 3 clusters Score -4770373 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -4770432.000000 Penalty: 3365.264160
	Iteration 23Q: 3 clusters Score -4770432 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -4770459.000000 Penalty: 3365.264160
	Iteration 24Q: 3 clusters Score -4770459 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -4770496.000000 Penalty: 3365.264160
	Iteration 25Q: 3 clusters Score -4770496 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -4770525.500000 Penalty: 3365.264160
	Iteration 26Q: 3 clusters Score -4770526 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -4770548.000000 Penalty: 3365.264160
	Iteration 27Q: 3 clusters Score -4770548 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -4770585.000000 Penalty: 3365.264160
	Iteration 28Q: 3 clusters Score -4770585 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -4770620.500000 Penalty: 3365.264160
	Iteration 29Q: 3 clusters Score -4770620 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -4770658.000000 Penalty: 3365.264160
	Iteration 30Q: 3 clusters Score -4770658 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -4770687.500000 Penalty: 3365.264160
	Iteration 31Q: 3 clusters Score -4770688 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -4770728.000000 Penalty: 3365.264160
	Iteration 32Q: 3 clusters Score -4770728 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -4770752.000000 Penalty: 3365.264160
	Iteration 33Q: 3 clusters Score -4770752 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -4770761.000000 Penalty: 3365.264160
	Iteration 34Q: 3 clusters Score -4770761 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -4770793.000000 Penalty: 3365.264160
	Iteration 35Q: 3 clusters Score -4770793 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -4770816.500000 Penalty: 3365.264160
	Iteration 36Q: 3 clusters Score -4770816 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -4770852.500000 Penalty: 3365.264160
	Iteration 37Q: 3 clusters Score -4770852 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -4770870.000000 Penalty: 3365.264160
	Iteration 38Q: 3 clusters Score -4770870 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -4770886.000000 Penalty: 3365.264160
	Iteration 39Q: 3 clusters Score -4770886 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -4770895.000000 Penalty: 3365.264160
	Iteration 40F: 3 clusters Score -4770895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -4770885.500000 Penalty: 3365.264160
	Iteration 41Q: 3 clusters Score -4770886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -4770878.500000 Penalty: 3365.264160
	Iteration 42Q: 3 clusters Score -4770878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -4770888.000000 Penalty: 3365.264160
	Iteration 43Q: 3 clusters Score -4770888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -4770890.500000 Penalty: 3365.264160
	Iteration 44Q: 3 clusters Score -4770890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -4770890.500000 Penalty: 3365.264160
	Iteration 45Q: 3 clusters Score -4770890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -4770904.000000 Penalty: 3365.264160
	Iteration 46Q: 3 clusters Score -4770904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -4770903.000000 Penalty: 3365.264160
	Iteration 47Q: 3 clusters Score -4770903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -4770907.500000 Penalty: 3365.264160
	Iteration 48Q: 3 clusters Score -4770908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -4770908.500000 Penalty: 3365.264160
	Iteration 49Q: 3 clusters Score -4770908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -4770907.500000 Penalty: 3365.264160
	Iteration 50Q: 3 clusters Score -4770908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -4770906.000000 Penalty: 3365.264160
	Iteration 51Q: 3 clusters Score -4770906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -4770899.000000 Penalty: 3365.264160
	Iteration 52Q: 3 clusters Score -4770899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -4770909.000000 Penalty: 3365.264160
	Iteration 53Q: 3 clusters Score -4770909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -4770907.000000 Penalty: 3365.264160
	Iteration 54Q: 3 clusters Score -4770907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -4770907.500000 Penalty: 3365.264160
	Iteration 55Q: 3 clusters Score -4770908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -4770907.500000 Penalty: 3365.264160
	Iteration 56Q: 3 clusters Score -4770908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -4770905.500000 Penalty: 3365.264160
	Iteration 57Q: 3 clusters Score -4770906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -4770918.500000 Penalty: 3365.264160
	Iteration 58Q: 3 clusters Score -4770918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -4770926.000000 Penalty: 3365.264160
	Iteration 59Q: 3 clusters Score -4770926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -4770928.500000 Penalty: 3365.264160
	Iteration 60F: 3 clusters Score -4770928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -4770930.500000 Penalty: 3365.264160
	Iteration 61Q: 3 clusters Score -4770930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -4770930.500000 Penalty: 3365.264160
	Iteration 62Q: 3 clusters Score -4770930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -4770934.500000 Penalty: 3365.264160
	Iteration 63Q: 3 clusters Score -4770934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -4770936.500000 Penalty: 3365.264160
	Iteration 64Q: 3 clusters Score -4770936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -4770943.500000 Penalty: 3365.264160
	Iteration 65Q: 3 clusters Score -4770944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -4770946.000000 Penalty: 3365.264160
	Iteration 66Q: 3 clusters Score -4770946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -4770945.000000 Penalty: 3365.264160
	Iteration 67Q: 3 clusters Score -4770945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -4770948.500000 Penalty: 3365.264160
	Iteration 68Q: 3 clusters Score -4770948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -4770948.500000 Penalty: 3365.264160
	Iteration 69Q: 3 clusters Score -4770948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -4770947.000000 Penalty: 3365.264160
	Iteration 70Q: 3 clusters Score -4770947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -4770955.000000 Penalty: 3365.264160
	Iteration 71Q: 3 clusters Score -4770955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -4770953.500000 Penalty: 3365.264160
	Iteration 72Q: 3 clusters Score -4770954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -4770945.000000 Penalty: 3365.264160
	Iteration 73Q: 3 clusters Score -4770945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -4770947.500000 Penalty: 3365.264160
	Iteration 74Q: 3 clusters Score -4770948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -4770957.000000 Penalty: 3365.264160
	Iteration 75Q: 3 clusters Score -4770957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -4770960.000000 Penalty: 3365.264160
	Iteration 76Q: 3 clusters Score -4770960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -4770954.500000 Penalty: 3365.264160
	Iteration 77Q: 3 clusters Score -4770954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -4770961.500000 Penalty: 3365.264160
	Iteration 78Q: 3 clusters Score -4770962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -4770961.000000 Penalty: 3365.264160
	Iteration 79Q: 3 clusters Score -4770961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -4770965.500000 Penalty: 3365.264160
	Iteration 80F: 3 clusters Score -4770966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -4770966.500000 Penalty: 3365.264160
	Iteration 81Q: 3 clusters Score -4770966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -4770961.000000 Penalty: 3365.264160
	Iteration 82Q: 3 clusters Score -4770961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -4770962.000000 Penalty: 3365.264160
	Iteration 83Q: 3 clusters Score -4770962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -4770958.500000 Penalty: 3365.264160
	Iteration 84Q: 3 clusters Score -4770958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -4770954.000000 Penalty: 3365.264160
	Iteration 85Q: 3 clusters Score -4770954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -4770953.000000 Penalty: 3365.264160
	Iteration 86Q: 3 clusters Score -4770953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -4770948.000000 Penalty: 3365.264160
	Iteration 87Q: 3 clusters Score -4770948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -4770951.000000 Penalty: 3365.264160
	Iteration 88Q: 3 clusters Score -4770951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -4770952.000000 Penalty: 3365.264160
	Iteration 89Q: 3 clusters Score -4770952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -4770952.000000 Penalty: 3365.264160
	Iteration 90F: 3 clusters Score -4770952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -181512.406250 Penalty: 1185.777344
	Iteration 0F: 2 clusters Score -181512.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -179770.734375 Penalty: 2371.554688
	Iteration 0F: 3 clusters Score -179770.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -180167.093750 Penalty: 2371.554688
	Iteration 1F: 3 clusters Score -180167.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -180280.093750 Penalty: 2371.554688
	Iteration 2F: 3 clusters Score -180280.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -180365.031250 Penalty: 2371.554688
	Iteration 3F: 3 clusters Score -180365 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -180424.046875 Penalty: 2371.554688
	Iteration 4Q: 3 clusters Score -180424 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -180477.515625 Penalty: 2371.554688
	Iteration 5Q: 3 clusters Score -180477.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -180534.234375 Penalty: 2371.554688
	Iteration 6Q: 3 clusters Score -180534.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -180583.609375 Penalty: 2371.554688
	Iteration 7Q: 3 clusters Score -180583.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -180618.078125 Penalty: 2371.554688
	Iteration 8Q: 3 clusters Score -180618.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -180645.718750 Penalty: 2371.554688
	Iteration 9Q: 3 clusters Score -180645.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -180684.296875 Penalty: 2371.554688
	Iteration 10Q: 3 clusters Score -180684.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -180715.750000 Penalty: 2371.554688
	Iteration 11Q: 3 clusters Score -180715.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -180736.953125 Penalty: 2371.554688
	Iteration 12Q: 3 clusters Score -180737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -180755.187500 Penalty: 2371.554688
	Iteration 13Q: 3 clusters Score -180755.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -180772.750000 Penalty: 2371.554688
	Iteration 14Q: 3 clusters Score -180772.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -180781.859375 Penalty: 2371.554688
	Iteration 15Q: 3 clusters Score -180781.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -180788.437500 Penalty: 2371.554688
	Iteration 16Q: 3 clusters Score -180788.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -180794.687500 Penalty: 2371.554688
	Iteration 17Q: 3 clusters Score -180794.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -180799.796875 Penalty: 2371.554688
	Iteration 18Q: 3 clusters Score -180799.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -180800.687500 Penalty: 2371.554688
	Iteration 19Q: 3 clusters Score -180800.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -180801.796875 Penalty: 2371.554688
	Iteration 20F: 3 clusters Score -180801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -180802.328125 Penalty: 2371.554688
	Iteration 21Q: 3 clusters Score -180802.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -180802.703125 Penalty: 2371.554688
	Iteration 22Q: 3 clusters Score -180802.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -180803.437500 Penalty: 2371.554688
	Iteration 23Q: 3 clusters Score -180803.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -180803.718750 Penalty: 2371.554688
	Iteration 24Q: 3 clusters Score -180803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -180804.281250 Penalty: 2371.554688
	Iteration 25Q: 3 clusters Score -180804.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -180804.281250 Penalty: 2371.554688
	Iteration 26F: 3 clusters Score -180804.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -20106.158203 Penalty: 854.343018
	Iteration 0F: 2 clusters Score -20106.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19506.955078 Penalty: 1708.686035
	Iteration 0F: 3 clusters Score -19506.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -19578.732422 Penalty: 1708.686035
	Iteration 1F: 3 clusters Score -19578.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19632.742188 Penalty: 1708.686035
	Iteration 2F: 3 clusters Score -19632.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -19689.873047 Penalty: 1708.686035
	Iteration 3F: 3 clusters Score -19689.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -19693.419922 Penalty: 1708.686035
	Iteration 4Q: 3 clusters Score -19693.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -19694.457031 Penalty: 1708.686035
	Iteration 5Q: 3 clusters Score -19694.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -19696.115234 Penalty: 1708.686035
	Iteration 6Q: 3 clusters Score -19696.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -19696.115234 Penalty: 1708.686035
	Iteration 7F: 3 clusters Score -19696.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Entering Unmasked Estep 
Score: -458396.031250 Penalty: 1323.557495
	Iteration 0F: 2 clusters Score -458396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -455400.562500 Penalty: 2647.114990
	Iteration 0F: 3 clusters Score -455400.6 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -456231.843750 Penalty: 2647.114990
	Iteration 1F: 3 clusters Score -456231.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -456399.125000 Penalty: 2647.114990
	Iteration 2F: 3 clusters Score -456399.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -456533.375000 Penalty: 2647.114990
	Iteration 3F: 3 clusters Score -456533.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -456665.031250 Penalty: 2647.114990
	Iteration 4Q: 3 clusters Score -456665 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -456789.000000 Penalty: 2647.114990
	Iteration 5Q: 3 clusters Score -456789 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -456938.187500 Penalty: 2647.114990
	Iteration 6Q: 3 clusters Score -456938.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -457107.781250 Penalty: 2647.114990
	Iteration 7F: 3 clusters Score -457107.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -457294.750000 Penalty: 2647.114990
	Iteration 8Q: 3 clusters Score -457294.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -457427.406250 Penalty: 2647.114990
	Iteration 9Q: 3 clusters Score -457427.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -457542.062500 Penalty: 2647.114990
	Iteration 10Q: 3 clusters Score -457542.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -457618.312500 Penalty: 2647.114990
	Iteration 11Q: 3 clusters Score -457618.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -457663.375000 Penalty: 2647.114990
	Iteration 12Q: 3 clusters Score -457663.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -457690.062500 Penalty: 2647.114990
	Iteration 13Q: 3 clusters Score -457690.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -457705.031250 Penalty: 2647.114990
	Iteration 14Q: 3 clusters Score -457705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -457713.843750 Penalty: 2647.114990
	Iteration 15Q: 3 clusters Score -457713.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -457723.781250 Penalty: 2647.114990
	Iteration 16Q: 3 clusters Score -457723.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -457731.031250 Penalty: 2647.114990
	Iteration 17Q: 3 clusters Score -457731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -457733.625000 Penalty: 2647.114990
	Iteration 18Q: 3 clusters Score -457733.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -457736.375000 Penalty: 2647.114990
	Iteration 19Q: 3 clusters Score -457736.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -457739.875000 Penalty: 2647.114990
	Iteration 20F: 3 clusters Score -457739.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -457741.750000 Penalty: 2647.114990
	Iteration 21Q: 3 clusters Score -457741.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -457744.218750 Penalty: 2647.114990
	Iteration 22Q: 3 clusters Score -457744.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -457744.718750 Penalty: 2647.114990
	Iteration 23Q: 3 clusters Score -457744.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -457744.281250 Penalty: 2647.114990
	Iteration 24Q: 3 clusters Score -457744.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -457745.875000 Penalty: 2647.114990
	Iteration 25Q: 3 clusters Score -457745.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -457746.437500 Penalty: 2647.114990
	Iteration 26Q: 3 clusters Score -457746.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -457746.250000 Penalty: 2647.114990
	Iteration 27Q: 3 clusters Score -457746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -457748.250000 Penalty: 2647.114990
	Iteration 28Q: 3 clusters Score -457748.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -457749.718750 Penalty: 2647.114990
	Iteration 29Q: 3 clusters Score -457749.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -457750.750000 Penalty: 2647.114990
	Iteration 30Q: 3 clusters Score -457750.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -457751.156250 Penalty: 2647.114990
	Iteration 31Q: 3 clusters Score -457751.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -457751.156250 Penalty: 2647.114990
	Iteration 32F: 3 clusters Score -457751.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Entering Unmasked Estep 
Score: -487866.906250 Penalty: 1324.778931
	Iteration 0F: 2 clusters Score -487866.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -484851.968750 Penalty: 2649.557861
	Iteration 0F: 3 clusters Score -484852 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -485673.812500 Penalty: 2649.557861
	Iteration 1F: 3 clusters Score -485673.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -485842.000000 Penalty: 2649.557861
	Iteration 2F: 3 clusters Score -485842 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -485953.812500 Penalty: 2649.557861
	Iteration 3F: 3 clusters Score -485953.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -486070.562500 Penalty: 2649.557861
	Iteration 4Q: 3 clusters Score -486070.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -486188.562500 Penalty: 2649.557861
	Iteration 5Q: 3 clusters Score -486188.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -486319.187500 Penalty: 2649.557861
	Iteration 6Q: 3 clusters Score -486319.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -486442.593750 Penalty: 2649.557861
	Iteration 7Q: 3 clusters Score -486442.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -486542.437500 Penalty: 2649.557861
	Iteration 8Q: 3 clusters Score -486542.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -486639.468750 Penalty: 2649.557861
	Iteration 9Q: 3 clusters Score -486639.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -486725.281250 Penalty: 2649.557861
	Iteration 10Q: 3 clusters Score -486725.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -486787.687500 Penalty: 2649.557861
	Iteration 11Q: 3 clusters Score -486787.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -486839.781250 Penalty: 2649.557861
	Iteration 12Q: 3 clusters Score -486839.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -486880.000000 Penalty: 2649.557861
	Iteration 13Q: 3 clusters Score -486880 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -486919.687500 Penalty: 2649.557861
	Iteration 14Q: 3 clusters Score -486919.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -486947.281250 Penalty: 2649.557861
	Iteration 15Q: 3 clusters Score -486947.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -486965.781250 Penalty: 2649.557861
	Iteration 16Q: 3 clusters Score -486965.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -486978.687500 Penalty: 2649.557861
	Iteration 17Q: 3 clusters Score -486978.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -486990.968750 Penalty: 2649.557861
	Iteration 18Q: 3 clusters Score -486991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -487000.187500 Penalty: 2649.557861
	Iteration 19Q: 3 clusters Score -487000.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -487012.687500 Penalty: 2649.557861
	Iteration 20F: 3 clusters Score -487012.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -487022.343750 Penalty: 2649.557861
	Iteration 21Q: 3 clusters Score -487022.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -487026.656250 Penalty: 2649.557861
	Iteration 22Q: 3 clusters Score -487026.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -487031.343750 Penalty: 2649.557861
	Iteration 23Q: 3 clusters Score -487031.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -487034.125000 Penalty: 2649.557861
	Iteration 24Q: 3 clusters Score -487034.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -487034.718750 Penalty: 2649.557861
	Iteration 25Q: 3 clusters Score -487034.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -487036.062500 Penalty: 2649.557861
	Iteration 26Q: 3 clusters Score -487036.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -487036.687500 Penalty: 2649.557861
	Iteration 27Q: 3 clusters Score -487036.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -487036.906250 Penalty: 2649.557861
	Iteration 28Q: 3 clusters Score -487036.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -487036.906250 Penalty: 2649.557861
	Iteration 29F: 3 clusters Score -487036.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (24717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Entering Unmasked Estep 
Score: -3778540.250000 Penalty: 1643.727661
	Iteration 0F: 2 clusters Score -3778540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -3763793.000000 Penalty: 3287.455322
	Iteration 0F: 3 clusters Score -3763793 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -3770006.500000 Penalty: 3287.455322
	Iteration 1F: 3 clusters Score -3770006 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -3770530.250000 Penalty: 3287.455322
	Iteration 2F: 3 clusters Score -3770530 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -3771050.500000 Penalty: 3287.455322
	Iteration 3F: 3 clusters Score -3771050 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -3771637.500000 Penalty: 3287.455322
	Iteration 4F: 3 clusters Score -3771638 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3772272.500000 Penalty: 3287.455322
	Iteration 5F: 3 clusters Score -3772272 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -3773009.250000 Penalty: 3287.455322
	Iteration 6F: 3 clusters Score -3773009 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -3773801.000000 Penalty: 3287.455322
	Iteration 7F: 3 clusters Score -3773801 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -3774567.500000 Penalty: 3287.455322
	Iteration 8Q: 3 clusters Score -3774568 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -3775259.750000 Penalty: 3287.455322
	Iteration 9Q: 3 clusters Score -3775260 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3775772.500000 Penalty: 3287.455322
	Iteration 10Q: 3 clusters Score -3775772 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3776130.250000 Penalty: 3287.455322
	Iteration 11Q: 3 clusters Score -3776130 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3776319.000000 Penalty: 3287.455322
	Iteration 12Q: 3 clusters Score -3776319 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3776477.250000 Penalty: 3287.455322
	Iteration 13Q: 3 clusters Score -3776477 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3776584.750000 Penalty: 3287.455322
	Iteration 14Q: 3 clusters Score -3776585 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3776652.250000 Penalty: 3287.455322
	Iteration 15Q: 3 clusters Score -3776652 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3776724.750000 Penalty: 3287.455322
	Iteration 16Q: 3 clusters Score -3776725 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3776815.500000 Penalty: 3287.455322
	Iteration 17Q: 3 clusters Score -3776816 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3776875.250000 Penalty: 3287.455322
	Iteration 18Q: 3 clusters Score -3776875 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3776904.000000 Penalty: 3287.455322
	Iteration 19Q: 3 clusters Score -3776904 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3776941.000000 Penalty: 3287.455322
	Iteration 20F: 3 clusters Score -3776941 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3776965.000000 Penalty: 3287.455322
	Iteration 21Q: 3 clusters Score -3776965 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3776972.000000 Penalty: 3287.455322
	Iteration 22Q: 3 clusters Score -3776972 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3776990.750000 Penalty: 3287.455322
	Iteration 23Q: 3 clusters Score -3776991 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3777017.000000 Penalty: 3287.455322
	Iteration 24Q: 3 clusters Score -3777017 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3777019.500000 Penalty: 3287.455322
	Iteration 25Q: 3 clusters Score -3777020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3777033.750000 Penalty: 3287.455322
	Iteration 26Q: 3 clusters Score -3777034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3777037.250000 Penalty: 3287.455322
	Iteration 27Q: 3 clusters Score -3777037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3777057.750000 Penalty: 3287.455322
	Iteration 28Q: 3 clusters Score -3777058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3777056.000000 Penalty: 3287.455322
	Iteration 29Q: 3 clusters Score -3777056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3777056.500000 Penalty: 3287.455322
	Iteration 30Q: 3 clusters Score -3777056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3777062.250000 Penalty: 3287.455322
	Iteration 31Q: 3 clusters Score -3777062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3777064.000000 Penalty: 3287.455322
	Iteration 32Q: 3 clusters Score -3777064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3777065.750000 Penalty: 3287.455322
	Iteration 33Q: 3 clusters Score -3777066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3777064.500000 Penalty: 3287.455322
	Iteration 34Q: 3 clusters Score -3777064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3777070.500000 Penalty: 3287.455322
	Iteration 35Q: 3 clusters Score -3777070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3777070.250000 Penalty: 3287.455322
	Iteration 36Q: 3 clusters Score -3777070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3777070.000000 Penalty: 3287.455322
	Iteration 37Q: 3 clusters Score -3777070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3777071.750000 Penalty: 3287.455322
	Iteration 38Q: 3 clusters Score -3777072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3777073.750000 Penalty: 3287.455322
	Iteration 39Q: 3 clusters Score -3777074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3777071.000000 Penalty: 3287.455322
	Iteration 40F: 3 clusters Score -3777071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3777075.000000 Penalty: 3287.455322
	Iteration 41Q: 3 clusters Score -3777075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3777074.250000 Penalty: 3287.455322
	Iteration 42Q: 3 clusters Score -3777074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3777074.250000 Penalty: 3287.455322
	Iteration 43F: 3 clusters Score -3777074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (16336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Entering Unmasked Estep 
Score: -2417788.500000 Penalty: 1576.432983
	Iteration 0F: 2 clusters Score -2417788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2406683.000000 Penalty: 3152.865967
	Iteration 0F: 3 clusters Score -2406683 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2410501.250000 Penalty: 3152.865967
	Iteration 1F: 3 clusters Score -2410501 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2410839.000000 Penalty: 3152.865967
	Iteration 2F: 3 clusters Score -2410839 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2411172.250000 Penalty: 3152.865967
	Iteration 3F: 3 clusters Score -2411172 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2411501.500000 Penalty: 3152.865967
	Iteration 4Q: 3 clusters Score -2411502 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2411853.000000 Penalty: 3152.865967
	Iteration 5Q: 3 clusters Score -2411853 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2412233.000000 Penalty: 3152.865967
	Iteration 6Q: 3 clusters Score -2412233 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2412630.000000 Penalty: 3152.865967
	Iteration 7Q: 3 clusters Score -2412630 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2413076.500000 Penalty: 3152.865967
	Iteration 8Q: 3 clusters Score -2413076 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2413558.500000 Penalty: 3152.865967
	Iteration 9Q: 3 clusters Score -2413558 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2414027.250000 Penalty: 3152.865967
	Iteration 10Q: 3 clusters Score -2414027 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2414494.250000 Penalty: 3152.865967
	Iteration 11Q: 3 clusters Score -2414494 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2414879.000000 Penalty: 3152.865967
	Iteration 12Q: 3 clusters Score -2414879 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2415248.500000 Penalty: 3152.865967
	Iteration 13Q: 3 clusters Score -2415248 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2415545.000000 Penalty: 3152.865967
	Iteration 14Q: 3 clusters Score -2415545 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2415777.250000 Penalty: 3152.865967
	Iteration 15Q: 3 clusters Score -2415777 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2415938.250000 Penalty: 3152.865967
	Iteration 16Q: 3 clusters Score -2415938 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2416073.000000 Penalty: 3152.865967
	Iteration 17Q: 3 clusters Score -2416073 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2416172.000000 Penalty: 3152.865967
	Iteration 18Q: 3 clusters Score -2416172 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2416239.500000 Penalty: 3152.865967
	Iteration 19Q: 3 clusters Score -2416240 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2416315.000000 Penalty: 3152.865967
	Iteration 20F: 3 clusters Score -2416315 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2416369.250000 Penalty: 3152.865967
	Iteration 21Q: 3 clusters Score -2416369 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2416409.750000 Penalty: 3152.865967
	Iteration 22Q: 3 clusters Score -2416410 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2416437.500000 Penalty: 3152.865967
	Iteration 23Q: 3 clusters Score -2416438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2416456.500000 Penalty: 3152.865967
	Iteration 24Q: 3 clusters Score -2416456 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2416479.500000 Penalty: 3152.865967
	Iteration 25Q: 3 clusters Score -2416480 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2416501.500000 Penalty: 3152.865967
	Iteration 26Q: 3 clusters Score -2416502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2416524.500000 Penalty: 3152.865967
	Iteration 27Q: 3 clusters Score -2416524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2416537.000000 Penalty: 3152.865967
	Iteration 28Q: 3 clusters Score -2416537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2416550.000000 Penalty: 3152.865967
	Iteration 29Q: 3 clusters Score -2416550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2416560.500000 Penalty: 3152.865967
	Iteration 30Q: 3 clusters Score -2416560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2416571.000000 Penalty: 3152.865967
	Iteration 31Q: 3 clusters Score -2416571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2416572.750000 Penalty: 3152.865967
	Iteration 32Q: 3 clusters Score -2416573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2416576.500000 Penalty: 3152.865967
	Iteration 33Q: 3 clusters Score -2416576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2416582.500000 Penalty: 3152.865967
	Iteration 34Q: 3 clusters Score -2416582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2416581.500000 Penalty: 3152.865967
	Iteration 35Q: 3 clusters Score -2416582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2416580.500000 Penalty: 3152.865967
	Iteration 36Q: 3 clusters Score -2416580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2416582.500000 Penalty: 3152.865967
	Iteration 37Q: 3 clusters Score -2416582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2416583.750000 Penalty: 3152.865967
	Iteration 38Q: 3 clusters Score -2416584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2416587.500000 Penalty: 3152.865967
	Iteration 39Q: 3 clusters Score -2416588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2416590.250000 Penalty: 3152.865967
	Iteration 40F: 3 clusters Score -2416590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2416590.250000 Penalty: 3152.865967
	Iteration 41Q: 3 clusters Score -2416590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2416590.500000 Penalty: 3152.865967
	Iteration 42Q: 3 clusters Score -2416590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2416596.000000 Penalty: 3152.865967
	Iteration 43Q: 3 clusters Score -2416596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2416596.000000 Penalty: 3152.865967
	Iteration 44Q: 3 clusters Score -2416596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2416598.500000 Penalty: 3152.865967
	Iteration 45Q: 3 clusters Score -2416598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2416603.000000 Penalty: 3152.865967
	Iteration 46Q: 3 clusters Score -2416603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2416606.000000 Penalty: 3152.865967
	Iteration 47Q: 3 clusters Score -2416606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2416607.250000 Penalty: 3152.865967
	Iteration 48Q: 3 clusters Score -2416607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2416613.500000 Penalty: 3152.865967
	Iteration 49Q: 3 clusters Score -2416614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2416616.500000 Penalty: 3152.865967
	Iteration 50Q: 3 clusters Score -2416616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2416619.500000 Penalty: 3152.865967
	Iteration 51Q: 3 clusters Score -2416620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2416617.250000 Penalty: 3152.865967
	Iteration 52Q: 3 clusters Score -2416617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2416617.250000 Penalty: 3152.865967
	Iteration 53Q: 3 clusters Score -2416617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2416615.250000 Penalty: 3152.865967
	Iteration 54Q: 3 clusters Score -2416615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2416618.750000 Penalty: 3152.865967
	Iteration 55Q: 3 clusters Score -2416619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2416616.750000 Penalty: 3152.865967
	Iteration 56Q: 3 clusters Score -2416617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2416619.000000 Penalty: 3152.865967
	Iteration 57Q: 3 clusters Score -2416619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2416619.250000 Penalty: 3152.865967
	Iteration 58Q: 3 clusters Score -2416619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2416621.750000 Penalty: 3152.865967
	Iteration 59Q: 3 clusters Score -2416622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2416619.750000 Penalty: 3152.865967
	Iteration 60F: 3 clusters Score -2416620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2416622.250000 Penalty: 3152.865967
	Iteration 61Q: 3 clusters Score -2416622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2416625.500000 Penalty: 3152.865967
	Iteration 62Q: 3 clusters Score -2416626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2416628.250000 Penalty: 3152.865967
	Iteration 63Q: 3 clusters Score -2416628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2416628.500000 Penalty: 3152.865967
	Iteration 64Q: 3 clusters Score -2416628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2416634.000000 Penalty: 3152.865967
	Iteration 65Q: 3 clusters Score -2416634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2416633.750000 Penalty: 3152.865967
	Iteration 66Q: 3 clusters Score -2416634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2416638.250000 Penalty: 3152.865967
	Iteration 67Q: 3 clusters Score -2416638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2416639.250000 Penalty: 3152.865967
	Iteration 68Q: 3 clusters Score -2416639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2416637.750000 Penalty: 3152.865967
	Iteration 69Q: 3 clusters Score -2416638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2416639.500000 Penalty: 3152.865967
	Iteration 70Q: 3 clusters Score -2416640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2416638.000000 Penalty: 3152.865967
	Iteration 71Q: 3 clusters Score -2416638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2416640.500000 Penalty: 3152.865967
	Iteration 72Q: 3 clusters Score -2416640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2416642.250000 Penalty: 3152.865967
	Iteration 73Q: 3 clusters Score -2416642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2416644.250000 Penalty: 3152.865967
	Iteration 74Q: 3 clusters Score -2416644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2416645.250000 Penalty: 3152.865967
	Iteration 75Q: 3 clusters Score -2416645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2416644.750000 Penalty: 3152.865967
	Iteration 76Q: 3 clusters Score -2416645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2416646.250000 Penalty: 3152.865967
	Iteration 77Q: 3 clusters Score -2416646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2416646.250000 Penalty: 3152.865967
	Iteration 78F: 3 clusters Score -2416646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Entering Unmasked Estep 
Score: -2035637.750000 Penalty: 1544.542114
	Iteration 0F: 2 clusters Score -2035638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2026452.375000 Penalty: 3089.084229
	Iteration 0F: 3 clusters Score -2026452 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2029605.875000 Penalty: 3089.084229
	Iteration 1F: 3 clusters Score -2029606 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2029893.375000 Penalty: 3089.084229
	Iteration 2F: 3 clusters Score -2029893 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2030143.625000 Penalty: 3089.084229
	Iteration 3Q: 3 clusters Score -2030144 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2030364.500000 Penalty: 3089.084229
	Iteration 4Q: 3 clusters Score -2030364 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2030616.125000 Penalty: 3089.084229
	Iteration 5Q: 3 clusters Score -2030616 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2030867.125000 Penalty: 3089.084229
	Iteration 6Q: 3 clusters Score -2030867 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2031137.375000 Penalty: 3089.084229
	Iteration 7Q: 3 clusters Score -2031137 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2031447.250000 Penalty: 3089.084229
	Iteration 8Q: 3 clusters Score -2031447 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2031741.875000 Penalty: 3089.084229
	Iteration 9Q: 3 clusters Score -2031742 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2032020.000000 Penalty: 3089.084229
	Iteration 10Q: 3 clusters Score -2032020 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2032292.375000 Penalty: 3089.084229
	Iteration 11Q: 3 clusters Score -2032292 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2032528.375000 Penalty: 3089.084229
	Iteration 12Q: 3 clusters Score -2032528 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2032689.875000 Penalty: 3089.084229
	Iteration 13Q: 3 clusters Score -2032690 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2032801.750000 Penalty: 3089.084229
	Iteration 14Q: 3 clusters Score -2032802 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2032869.750000 Penalty: 3089.084229
	Iteration 15Q: 3 clusters Score -2032870 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2032925.250000 Penalty: 3089.084229
	Iteration 16Q: 3 clusters Score -2032925 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2032968.250000 Penalty: 3089.084229
	Iteration 17Q: 3 clusters Score -2032968 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2033008.000000 Penalty: 3089.084229
	Iteration 18Q: 3 clusters Score -2033008 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2033042.750000 Penalty: 3089.084229
	Iteration 19Q: 3 clusters Score -2033043 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2033091.375000 Penalty: 3089.084229
	Iteration 20F: 3 clusters Score -2033091 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2033131.750000 Penalty: 3089.084229
	Iteration 21Q: 3 clusters Score -2033132 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2033180.000000 Penalty: 3089.084229
	Iteration 22Q: 3 clusters Score -2033180 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2033236.875000 Penalty: 3089.084229
	Iteration 23Q: 3 clusters Score -2033237 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2033292.375000 Penalty: 3089.084229
	Iteration 24Q: 3 clusters Score -2033292 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2033345.375000 Penalty: 3089.084229
	Iteration 25Q: 3 clusters Score -2033345 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2033403.500000 Penalty: 3089.084229
	Iteration 26Q: 3 clusters Score -2033404 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2033464.125000 Penalty: 3089.084229
	Iteration 27Q: 3 clusters Score -2033464 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2033524.750000 Penalty: 3089.084229
	Iteration 28Q: 3 clusters Score -2033525 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2033580.875000 Penalty: 3089.084229
	Iteration 29Q: 3 clusters Score -2033581 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2033652.000000 Penalty: 3089.084229
	Iteration 30Q: 3 clusters Score -2033652 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2033745.500000 Penalty: 3089.084229
	Iteration 31Q: 3 clusters Score -2033746 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2033841.000000 Penalty: 3089.084229
	Iteration 32Q: 3 clusters Score -2033841 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2033950.000000 Penalty: 3089.084229
	Iteration 33Q: 3 clusters Score -2033950 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2034032.125000 Penalty: 3089.084229
	Iteration 34Q: 3 clusters Score -2034032 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2034104.250000 Penalty: 3089.084229
	Iteration 35Q: 3 clusters Score -2034104 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2034162.250000 Penalty: 3089.084229
	Iteration 36Q: 3 clusters Score -2034162 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2034196.750000 Penalty: 3089.084229
	Iteration 37Q: 3 clusters Score -2034197 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2034216.875000 Penalty: 3089.084229
	Iteration 38Q: 3 clusters Score -2034217 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2034251.125000 Penalty: 3089.084229
	Iteration 39Q: 3 clusters Score -2034251 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2034281.625000 Penalty: 3089.084229
	Iteration 40F: 3 clusters Score -2034282 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2034317.125000 Penalty: 3089.084229
	Iteration 41Q: 3 clusters Score -2034317 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2034341.625000 Penalty: 3089.084229
	Iteration 42Q: 3 clusters Score -2034342 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2034353.250000 Penalty: 3089.084229
	Iteration 43Q: 3 clusters Score -2034353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2034367.000000 Penalty: 3089.084229
	Iteration 44Q: 3 clusters Score -2034367 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2034374.625000 Penalty: 3089.084229
	Iteration 45Q: 3 clusters Score -2034375 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2034394.250000 Penalty: 3089.084229
	Iteration 46Q: 3 clusters Score -2034394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2034401.125000 Penalty: 3089.084229
	Iteration 47Q: 3 clusters Score -2034401 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2034413.375000 Penalty: 3089.084229
	Iteration 48Q: 3 clusters Score -2034413 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2034431.625000 Penalty: 3089.084229
	Iteration 49Q: 3 clusters Score -2034432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2034444.375000 Penalty: 3089.084229
	Iteration 50Q: 3 clusters Score -2034444 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2034455.250000 Penalty: 3089.084229
	Iteration 51Q: 3 clusters Score -2034455 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2034456.875000 Penalty: 3089.084229
	Iteration 52Q: 3 clusters Score -2034457 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2034465.250000 Penalty: 3089.084229
	Iteration 53Q: 3 clusters Score -2034465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2034477.875000 Penalty: 3089.084229
	Iteration 54Q: 3 clusters Score -2034478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2034480.000000 Penalty: 3089.084229
	Iteration 55Q: 3 clusters Score -2034480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2034486.750000 Penalty: 3089.084229
	Iteration 56Q: 3 clusters Score -2034487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2034493.625000 Penalty: 3089.084229
	Iteration 57Q: 3 clusters Score -2034494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2034502.375000 Penalty: 3089.084229
	Iteration 58Q: 3 clusters Score -2034502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2034505.250000 Penalty: 3089.084229
	Iteration 59Q: 3 clusters Score -2034505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2034512.000000 Penalty: 3089.084229
	Iteration 60F: 3 clusters Score -2034512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2034522.250000 Penalty: 3089.084229
	Iteration 61Q: 3 clusters Score -2034522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2034526.750000 Penalty: 3089.084229
	Iteration 62Q: 3 clusters Score -2034527 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2034534.500000 Penalty: 3089.084229
	Iteration 63Q: 3 clusters Score -2034534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2034533.000000 Penalty: 3089.084229
	Iteration 64Q: 3 clusters Score -2034533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2034538.000000 Penalty: 3089.084229
	Iteration 65Q: 3 clusters Score -2034538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2034544.000000 Penalty: 3089.084229
	Iteration 66Q: 3 clusters Score -2034544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2034548.250000 Penalty: 3089.084229
	Iteration 67Q: 3 clusters Score -2034548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2034548.375000 Penalty: 3089.084229
	Iteration 68Q: 3 clusters Score -2034548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2034555.875000 Penalty: 3089.084229
	Iteration 69Q: 3 clusters Score -2034556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2034554.750000 Penalty: 3089.084229
	Iteration 70Q: 3 clusters Score -2034555 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2034558.625000 Penalty: 3089.084229
	Iteration 71Q: 3 clusters Score -2034559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2034564.250000 Penalty: 3089.084229
	Iteration 72Q: 3 clusters Score -2034564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2034572.250000 Penalty: 3089.084229
	Iteration 73Q: 3 clusters Score -2034572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2034577.875000 Penalty: 3089.084229
	Iteration 74Q: 3 clusters Score -2034578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2034590.125000 Penalty: 3089.084229
	Iteration 75Q: 3 clusters Score -2034590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2034594.750000 Penalty: 3089.084229
	Iteration 76Q: 3 clusters Score -2034595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2034592.750000 Penalty: 3089.084229
	Iteration 77Q: 3 clusters Score -2034593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2034600.500000 Penalty: 3089.084229
	Iteration 78Q: 3 clusters Score -2034600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2034606.250000 Penalty: 3089.084229
	Iteration 79Q: 3 clusters Score -2034606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2034606.125000 Penalty: 3089.084229
	Iteration 80F: 3 clusters Score -2034606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2034608.625000 Penalty: 3089.084229
	Iteration 81Q: 3 clusters Score -2034609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2034601.750000 Penalty: 3089.084229
	Iteration 82Q: 3 clusters Score -2034602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2034608.250000 Penalty: 3089.084229
	Iteration 83Q: 3 clusters Score -2034608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2034611.750000 Penalty: 3089.084229
	Iteration 84Q: 3 clusters Score -2034612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2034619.375000 Penalty: 3089.084229
	Iteration 85Q: 3 clusters Score -2034619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2034623.375000 Penalty: 3089.084229
	Iteration 86Q: 3 clusters Score -2034623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2034627.250000 Penalty: 3089.084229
	Iteration 87Q: 3 clusters Score -2034627 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2034628.875000 Penalty: 3089.084229
	Iteration 88Q: 3 clusters Score -2034629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2034636.250000 Penalty: 3089.084229
	Iteration 89Q: 3 clusters Score -2034636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2034645.625000 Penalty: 3089.084229
	Iteration 90Q: 3 clusters Score -2034646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2034651.500000 Penalty: 3089.084229
	Iteration 91Q: 3 clusters Score -2034652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2034654.125000 Penalty: 3089.084229
	Iteration 92Q: 3 clusters Score -2034654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2034651.000000 Penalty: 3089.084229
	Iteration 93Q: 3 clusters Score -2034651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2034654.750000 Penalty: 3089.084229
	Iteration 94Q: 3 clusters Score -2034655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2034653.250000 Penalty: 3089.084229
	Iteration 95Q: 3 clusters Score -2034653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2034655.750000 Penalty: 3089.084229
	Iteration 96Q: 3 clusters Score -2034656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2034657.000000 Penalty: 3089.084229
	Iteration 97Q: 3 clusters Score -2034657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2034657.750000 Penalty: 3089.084229
	Iteration 98Q: 3 clusters Score -2034658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2034658.250000 Penalty: 3089.084229
	Iteration 99Q: 3 clusters Score -2034658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2034660.500000 Penalty: 3089.084229
	Iteration 100F: 3 clusters Score -2034660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2034659.750000 Penalty: 3089.084229
	Iteration 101Q: 3 clusters Score -2034660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2034662.500000 Penalty: 3089.084229
	Iteration 102Q: 3 clusters Score -2034662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2034663.250000 Penalty: 3089.084229
	Iteration 103Q: 3 clusters Score -2034663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2034664.625000 Penalty: 3089.084229
	Iteration 104Q: 3 clusters Score -2034665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2034663.875000 Penalty: 3089.084229
	Iteration 105Q: 3 clusters Score -2034664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2034667.125000 Penalty: 3089.084229
	Iteration 106Q: 3 clusters Score -2034667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2034676.250000 Penalty: 3089.084229
	Iteration 107Q: 3 clusters Score -2034676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2034674.875000 Penalty: 3089.084229
	Iteration 108Q: 3 clusters Score -2034675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2034679.125000 Penalty: 3089.084229
	Iteration 109Q: 3 clusters Score -2034679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2034677.875000 Penalty: 3089.084229
	Iteration 110Q: 3 clusters Score -2034678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2034679.750000 Penalty: 3089.084229
	Iteration 111Q: 3 clusters Score -2034680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2034680.250000 Penalty: 3089.084229
	Iteration 112Q: 3 clusters Score -2034680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2034680.875000 Penalty: 3089.084229
	Iteration 113Q: 3 clusters Score -2034681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2034680.625000 Penalty: 3089.084229
	Iteration 114Q: 3 clusters Score -2034681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2034679.000000 Penalty: 3089.084229
	Iteration 115Q: 3 clusters Score -2034679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2034681.250000 Penalty: 3089.084229
	Iteration 116Q: 3 clusters Score -2034681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2034681.750000 Penalty: 3089.084229
	Iteration 117Q: 3 clusters Score -2034682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2034683.625000 Penalty: 3089.084229
	Iteration 118Q: 3 clusters Score -2034684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2034683.750000 Penalty: 3089.084229
	Iteration 119Q: 3 clusters Score -2034684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2034691.625000 Penalty: 3089.084229
	Iteration 120F: 3 clusters Score -2034692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2034688.500000 Penalty: 3089.084229
	Iteration 121Q: 3 clusters Score -2034688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2034696.750000 Penalty: 3089.084229
	Iteration 122Q: 3 clusters Score -2034697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2034693.875000 Penalty: 3089.084229
	Iteration 123Q: 3 clusters Score -2034694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2034698.625000 Penalty: 3089.084229
	Iteration 124Q: 3 clusters Score -2034699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2034698.500000 Penalty: 3089.084229
	Iteration 125Q: 3 clusters Score -2034698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2034698.875000 Penalty: 3089.084229
	Iteration 126Q: 3 clusters Score -2034699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2034700.250000 Penalty: 3089.084229
	Iteration 127Q: 3 clusters Score -2034700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2034703.125000 Penalty: 3089.084229
	Iteration 128Q: 3 clusters Score -2034703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2034704.500000 Penalty: 3089.084229
	Iteration 129Q: 3 clusters Score -2034704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2034705.625000 Penalty: 3089.084229
	Iteration 130Q: 3 clusters Score -2034706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2034706.625000 Penalty: 3089.084229
	Iteration 131Q: 3 clusters Score -2034707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2034707.750000 Penalty: 3089.084229
	Iteration 132Q: 3 clusters Score -2034708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2034706.375000 Penalty: 3089.084229
	Iteration 133Q: 3 clusters Score -2034706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2034708.500000 Penalty: 3089.084229
	Iteration 134Q: 3 clusters Score -2034708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2034712.875000 Penalty: 3089.084229
	Iteration 135Q: 3 clusters Score -2034713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2034711.875000 Penalty: 3089.084229
	Iteration 136Q: 3 clusters Score -2034712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2034713.750000 Penalty: 3089.084229
	Iteration 137Q: 3 clusters Score -2034714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2034717.000000 Penalty: 3089.084229
	Iteration 138Q: 3 clusters Score -2034717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2034715.750000 Penalty: 3089.084229
	Iteration 139Q: 3 clusters Score -2034716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2034715.625000 Penalty: 3089.084229
	Iteration 140F: 3 clusters Score -2034716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2034715.750000 Penalty: 3089.084229
	Iteration 141Q: 3 clusters Score -2034716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2034717.875000 Penalty: 3089.084229
	Iteration 142Q: 3 clusters Score -2034718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2034716.750000 Penalty: 3089.084229
	Iteration 143Q: 3 clusters Score -2034717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2034716.750000 Penalty: 3089.084229
	Iteration 144F: 3 clusters Score -2034717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Entering Unmasked Estep 
Score: -607567.812500 Penalty: 1347.416992
	Iteration 0F: 2 clusters Score -607567.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -604234.125000 Penalty: 2694.833984
	Iteration 0F: 3 clusters Score -604234.1 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -605004.937500 Penalty: 2694.833984
	Iteration 1F: 3 clusters Score -605004.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -605136.562500 Penalty: 2694.833984
	Iteration 2F: 3 clusters Score -605136.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -605222.125000 Penalty: 2694.833984
	Iteration 3Q: 3 clusters Score -605222.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -605283.937500 Penalty: 2694.833984
	Iteration 4Q: 3 clusters Score -605283.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -605341.062500 Penalty: 2694.833984
	Iteration 5Q: 3 clusters Score -605341.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -605396.875000 Penalty: 2694.833984
	Iteration 6Q: 3 clusters Score -605396.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -605439.500000 Penalty: 2694.833984
	Iteration 7Q: 3 clusters Score -605439.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -605477.437500 Penalty: 2694.833984
	Iteration 8Q: 3 clusters Score -605477.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -605512.312500 Penalty: 2694.833984
	Iteration 9Q: 3 clusters Score -605512.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -605549.250000 Penalty: 2694.833984
	Iteration 10Q: 3 clusters Score -605549.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -605589.312500 Penalty: 2694.833984
	Iteration 11Q: 3 clusters Score -605589.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -605637.875000 Penalty: 2694.833984
	Iteration 12Q: 3 clusters Score -605637.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -605692.812500 Penalty: 2694.833984
	Iteration 13Q: 3 clusters Score -605692.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -605751.062500 Penalty: 2694.833984
	Iteration 14Q: 3 clusters Score -605751.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -605811.937500 Penalty: 2694.833984
	Iteration 15Q: 3 clusters Score -605811.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -605875.062500 Penalty: 2694.833984
	Iteration 16Q: 3 clusters Score -605875.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -605940.187500 Penalty: 2694.833984
	Iteration 17Q: 3 clusters Score -605940.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -606002.250000 Penalty: 2694.833984
	Iteration 18Q: 3 clusters Score -606002.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -606064.875000 Penalty: 2694.833984
	Iteration 19Q: 3 clusters Score -606064.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -606115.875000 Penalty: 2694.833984
	Iteration 20F: 3 clusters Score -606115.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -606157.437500 Penalty: 2694.833984
	Iteration 21Q: 3 clusters Score -606157.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -606204.250000 Penalty: 2694.833984
	Iteration 22Q: 3 clusters Score -606204.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -606254.000000 Penalty: 2694.833984
	Iteration 23Q: 3 clusters Score -606254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -606287.625000 Penalty: 2694.833984
	Iteration 24Q: 3 clusters Score -606287.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -606320.187500 Penalty: 2694.833984
	Iteration 25Q: 3 clusters Score -606320.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -606345.937500 Penalty: 2694.833984
	Iteration 26Q: 3 clusters Score -606345.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -606366.500000 Penalty: 2694.833984
	Iteration 27Q: 3 clusters Score -606366.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -606384.375000 Penalty: 2694.833984
	Iteration 28Q: 3 clusters Score -606384.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -606396.125000 Penalty: 2694.833984
	Iteration 29Q: 3 clusters Score -606396.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -606408.562500 Penalty: 2694.833984
	Iteration 30Q: 3 clusters Score -606408.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -606414.687500 Penalty: 2694.833984
	Iteration 31Q: 3 clusters Score -606414.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -606420.062500 Penalty: 2694.833984
	Iteration 32Q: 3 clusters Score -606420.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -606419.937500 Penalty: 2694.833984
	Iteration 33Q: 3 clusters Score -606419.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -606420.250000 Penalty: 2694.833984
	Iteration 34Q: 3 clusters Score -606420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -606422.062500 Penalty: 2694.833984
	Iteration 35Q: 3 clusters Score -606422.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -606422.562500 Penalty: 2694.833984
	Iteration 36Q: 3 clusters Score -606422.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -606423.187500 Penalty: 2694.833984
	Iteration 37Q: 3 clusters Score -606423.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -606423.187500 Penalty: 2694.833984
	Iteration 38F: 3 clusters Score -606423.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (19145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Entering Unmasked Estep 
Score: -2927831.750000 Penalty: 1602.216919
	Iteration 0F: 2 clusters Score -2927832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2915544.250000 Penalty: 3204.433838
	Iteration 0F: 3 clusters Score -2915544 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2920262.000000 Penalty: 3204.433838
	Iteration 1F: 3 clusters Score -2920262 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2920589.750000 Penalty: 3204.433838
	Iteration 2F: 3 clusters Score -2920590 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2920850.500000 Penalty: 3204.433838
	Iteration 3Q: 3 clusters Score -2920850 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2921096.250000 Penalty: 3204.433838
	Iteration 4Q: 3 clusters Score -2921096 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2921345.750000 Penalty: 3204.433838
	Iteration 5Q: 3 clusters Score -2921346 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2921553.250000 Penalty: 3204.433838
	Iteration 6Q: 3 clusters Score -2921553 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2921753.000000 Penalty: 3204.433838
	Iteration 7Q: 3 clusters Score -2921753 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2921982.750000 Penalty: 3204.433838
	Iteration 8Q: 3 clusters Score -2921983 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2922220.000000 Penalty: 3204.433838
	Iteration 9Q: 3 clusters Score -2922220 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2922462.000000 Penalty: 3204.433838
	Iteration 10Q: 3 clusters Score -2922462 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2922748.500000 Penalty: 3204.433838
	Iteration 11Q: 3 clusters Score -2922748 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2923054.000000 Penalty: 3204.433838
	Iteration 12Q: 3 clusters Score -2923054 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2923381.000000 Penalty: 3204.433838
	Iteration 13Q: 3 clusters Score -2923381 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2923752.500000 Penalty: 3204.433838
	Iteration 14Q: 3 clusters Score -2923752 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2924149.000000 Penalty: 3204.433838
	Iteration 15Q: 3 clusters Score -2924149 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2924577.000000 Penalty: 3204.433838
	Iteration 16Q: 3 clusters Score -2924577 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2924982.750000 Penalty: 3204.433838
	Iteration 17Q: 3 clusters Score -2924983 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2925366.250000 Penalty: 3204.433838
	Iteration 18Q: 3 clusters Score -2925366 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2925699.000000 Penalty: 3204.433838
	Iteration 19Q: 3 clusters Score -2925699 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2925971.250000 Penalty: 3204.433838
	Iteration 20F: 3 clusters Score -2925971 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2926205.250000 Penalty: 3204.433838
	Iteration 21Q: 3 clusters Score -2926205 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2926378.500000 Penalty: 3204.433838
	Iteration 22Q: 3 clusters Score -2926378 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2926472.000000 Penalty: 3204.433838
	Iteration 23Q: 3 clusters Score -2926472 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2926554.750000 Penalty: 3204.433838
	Iteration 24Q: 3 clusters Score -2926555 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2926610.500000 Penalty: 3204.433838
	Iteration 25Q: 3 clusters Score -2926610 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2926642.500000 Penalty: 3204.433838
	Iteration 26Q: 3 clusters Score -2926642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2926646.750000 Penalty: 3204.433838
	Iteration 27Q: 3 clusters Score -2926647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2926659.750000 Penalty: 3204.433838
	Iteration 28Q: 3 clusters Score -2926660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2926672.500000 Penalty: 3204.433838
	Iteration 29Q: 3 clusters Score -2926672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2926682.000000 Penalty: 3204.433838
	Iteration 30Q: 3 clusters Score -2926682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2926686.500000 Penalty: 3204.433838
	Iteration 31Q: 3 clusters Score -2926686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2926694.250000 Penalty: 3204.433838
	Iteration 32Q: 3 clusters Score -2926694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2926694.000000 Penalty: 3204.433838
	Iteration 33Q: 3 clusters Score -2926694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2926697.500000 Penalty: 3204.433838
	Iteration 34Q: 3 clusters Score -2926698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2926706.500000 Penalty: 3204.433838
	Iteration 35Q: 3 clusters Score -2926706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2926716.000000 Penalty: 3204.433838
	Iteration 36Q: 3 clusters Score -2926716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2926717.500000 Penalty: 3204.433838
	Iteration 37Q: 3 clusters Score -2926718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2926707.000000 Penalty: 3204.433838
	Iteration 38Q: 3 clusters Score -2926707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2926717.500000 Penalty: 3204.433838
	Iteration 39Q: 3 clusters Score -2926718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2926725.000000 Penalty: 3204.433838
	Iteration 40F: 3 clusters Score -2926725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2926724.750000 Penalty: 3204.433838
	Iteration 41Q: 3 clusters Score -2926725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2926721.500000 Penalty: 3204.433838
	Iteration 42Q: 3 clusters Score -2926722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2926724.000000 Penalty: 3204.433838
	Iteration 43Q: 3 clusters Score -2926724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2926724.000000 Penalty: 3204.433838
	Iteration 44F: 3 clusters Score -2926724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Entering Unmasked Estep 
Score: -369812.031250 Penalty: 1287.602905
	Iteration 0F: 2 clusters Score -369812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -367216.781250 Penalty: 2575.205811
	Iteration 0F: 3 clusters Score -367216.8 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -367885.656250 Penalty: 2575.205811
	Iteration 1F: 3 clusters Score -367885.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -368056.593750 Penalty: 2575.205811
	Iteration 2F: 3 clusters Score -368056.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -368220.125000 Penalty: 2575.205811
	Iteration 3F: 3 clusters Score -368220.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -368381.687500 Penalty: 2575.205811
	Iteration 4F: 3 clusters Score -368381.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -368575.062500 Penalty: 2575.205811
	Iteration 5F: 3 clusters Score -368575.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -368808.500000 Penalty: 2575.205811
	Iteration 6F: 3 clusters Score -368808.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -368986.187500 Penalty: 2575.205811
	Iteration 7F: 3 clusters Score -368986.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -369147.343750 Penalty: 2575.205811
	Iteration 8Q: 3 clusters Score -369147.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -369238.437500 Penalty: 2575.205811
	Iteration 9Q: 3 clusters Score -369238.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -369276.218750 Penalty: 2575.205811
	Iteration 10Q: 3 clusters Score -369276.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -369305.593750 Penalty: 2575.205811
	Iteration 11Q: 3 clusters Score -369305.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -369331.312500 Penalty: 2575.205811
	Iteration 12Q: 3 clusters Score -369331.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -369352.375000 Penalty: 2575.205811
	Iteration 13Q: 3 clusters Score -369352.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -369377.593750 Penalty: 2575.205811
	Iteration 14Q: 3 clusters Score -369377.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -369393.906250 Penalty: 2575.205811
	Iteration 15Q: 3 clusters Score -369393.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -369405.468750 Penalty: 2575.205811
	Iteration 16Q: 3 clusters Score -369405.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -369412.718750 Penalty: 2575.205811
	Iteration 17Q: 3 clusters Score -369412.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -369420.156250 Penalty: 2575.205811
	Iteration 18Q: 3 clusters Score -369420.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -369426.937500 Penalty: 2575.205811
	Iteration 19Q: 3 clusters Score -369426.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -369430.843750 Penalty: 2575.205811
	Iteration 20F: 3 clusters Score -369430.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -369434.312500 Penalty: 2575.205811
	Iteration 21Q: 3 clusters Score -369434.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -369435.406250 Penalty: 2575.205811
	Iteration 22Q: 3 clusters Score -369435.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -369438.343750 Penalty: 2575.205811
	Iteration 23Q: 3 clusters Score -369438.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -369444.968750 Penalty: 2575.205811
	Iteration 24Q: 3 clusters Score -369445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -369452.187500 Penalty: 2575.205811
	Iteration 25Q: 3 clusters Score -369452.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -369464.312500 Penalty: 2575.205811
	Iteration 26Q: 3 clusters Score -369464.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -369480.718750 Penalty: 2575.205811
	Iteration 27Q: 3 clusters Score -369480.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -369492.406250 Penalty: 2575.205811
	Iteration 28Q: 3 clusters Score -369492.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -369500.718750 Penalty: 2575.205811
	Iteration 29Q: 3 clusters Score -369500.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -369512.843750 Penalty: 2575.205811
	Iteration 30Q: 3 clusters Score -369512.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -369523.562500 Penalty: 2575.205811
	Iteration 31Q: 3 clusters Score -369523.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -369526.625000 Penalty: 2575.205811
	Iteration 32Q: 3 clusters Score -369526.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -369528.375000 Penalty: 2575.205811
	Iteration 33Q: 3 clusters Score -369528.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -369530.750000 Penalty: 2575.205811
	Iteration 34Q: 3 clusters Score -369530.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -369534.031250 Penalty: 2575.205811
	Iteration 35Q: 3 clusters Score -369534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -369538.031250 Penalty: 2575.205811
	Iteration 36Q: 3 clusters Score -369538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -369542.000000 Penalty: 2575.205811
	Iteration 37Q: 3 clusters Score -369542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -369550.281250 Penalty: 2575.205811
	Iteration 38Q: 3 clusters Score -369550.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -369562.906250 Penalty: 2575.205811
	Iteration 39Q: 3 clusters Score -369562.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -369571.281250 Penalty: 2575.205811
	Iteration 40F: 3 clusters Score -369571.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -369580.625000 Penalty: 2575.205811
	Iteration 41Q: 3 clusters Score -369580.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -369585.343750 Penalty: 2575.205811
	Iteration 42Q: 3 clusters Score -369585.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -369586.843750 Penalty: 2575.205811
	Iteration 43Q: 3 clusters Score -369586.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -369590.281250 Penalty: 2575.205811
	Iteration 44Q: 3 clusters Score -369590.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -369591.812500 Penalty: 2575.205811
	Iteration 45Q: 3 clusters Score -369591.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -369593.968750 Penalty: 2575.205811
	Iteration 46Q: 3 clusters Score -369594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -369595.406250 Penalty: 2575.205811
	Iteration 47Q: 3 clusters Score -369595.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -369596.500000 Penalty: 2575.205811
	Iteration 48Q: 3 clusters Score -369596.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -369598.312500 Penalty: 2575.205811
	Iteration 49Q: 3 clusters Score -369598.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -369599.843750 Penalty: 2575.205811
	Iteration 50Q: 3 clusters Score -369599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -369601.156250 Penalty: 2575.205811
	Iteration 51Q: 3 clusters Score -369601.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -369602.125000 Penalty: 2575.205811
	Iteration 52Q: 3 clusters Score -369602.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -369602.125000 Penalty: 2575.205811
	Iteration 53F: 3 clusters Score -369602.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (12692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Entering Unmasked Estep 
Score: -1846080.000000 Penalty: 1535.418213
	Iteration 0F: 2 clusters Score -1846080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1837291.500000 Penalty: 3070.836426
	Iteration 0F: 3 clusters Score -1837292 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1840345.375000 Penalty: 3070.836426
	Iteration 1F: 3 clusters Score -1840345 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1840685.250000 Penalty: 3070.836426
	Iteration 2F: 3 clusters Score -1840685 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1840958.750000 Penalty: 3070.836426
	Iteration 3F: 3 clusters Score -1840959 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1841195.000000 Penalty: 3070.836426
	Iteration 4Q: 3 clusters Score -1841195 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1841438.000000 Penalty: 3070.836426
	Iteration 5Q: 3 clusters Score -1841438 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1841652.250000 Penalty: 3070.836426
	Iteration 6Q: 3 clusters Score -1841652 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1841858.250000 Penalty: 3070.836426
	Iteration 7Q: 3 clusters Score -1841858 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1842051.375000 Penalty: 3070.836426
	Iteration 8Q: 3 clusters Score -1842051 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1842203.000000 Penalty: 3070.836426
	Iteration 9Q: 3 clusters Score -1842203 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1842309.875000 Penalty: 3070.836426
	Iteration 10Q: 3 clusters Score -1842310 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1842413.625000 Penalty: 3070.836426
	Iteration 11Q: 3 clusters Score -1842414 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1842518.500000 Penalty: 3070.836426
	Iteration 12Q: 3 clusters Score -1842518 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1842623.625000 Penalty: 3070.836426
	Iteration 13Q: 3 clusters Score -1842624 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1842709.625000 Penalty: 3070.836426
	Iteration 14Q: 3 clusters Score -1842710 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1842784.875000 Penalty: 3070.836426
	Iteration 15Q: 3 clusters Score -1842785 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1842854.250000 Penalty: 3070.836426
	Iteration 16Q: 3 clusters Score -1842854 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1842923.375000 Penalty: 3070.836426
	Iteration 17Q: 3 clusters Score -1842923 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1842978.000000 Penalty: 3070.836426
	Iteration 18Q: 3 clusters Score -1842978 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1843038.875000 Penalty: 3070.836426
	Iteration 19Q: 3 clusters Score -1843039 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1843097.250000 Penalty: 3070.836426
	Iteration 20F: 3 clusters Score -1843097 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1843159.875000 Penalty: 3070.836426
	Iteration 21Q: 3 clusters Score -1843160 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1843232.500000 Penalty: 3070.836426
	Iteration 22Q: 3 clusters Score -1843232 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1843299.875000 Penalty: 3070.836426
	Iteration 23Q: 3 clusters Score -1843300 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1843378.250000 Penalty: 3070.836426
	Iteration 24Q: 3 clusters Score -1843378 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1843460.500000 Penalty: 3070.836426
	Iteration 25Q: 3 clusters Score -1843460 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1843562.000000 Penalty: 3070.836426
	Iteration 26Q: 3 clusters Score -1843562 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1843666.375000 Penalty: 3070.836426
	Iteration 27Q: 3 clusters Score -1843666 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1843794.875000 Penalty: 3070.836426
	Iteration 28Q: 3 clusters Score -1843795 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1843910.500000 Penalty: 3070.836426
	Iteration 29Q: 3 clusters Score -1843910 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1844025.250000 Penalty: 3070.836426
	Iteration 30Q: 3 clusters Score -1844025 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1844102.875000 Penalty: 3070.836426
	Iteration 31Q: 3 clusters Score -1844103 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1844184.875000 Penalty: 3070.836426
	Iteration 32Q: 3 clusters Score -1844185 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1844256.375000 Penalty: 3070.836426
	Iteration 33Q: 3 clusters Score -1844256 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1844333.875000 Penalty: 3070.836426
	Iteration 34Q: 3 clusters Score -1844334 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1844385.375000 Penalty: 3070.836426
	Iteration 35Q: 3 clusters Score -1844385 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1844432.750000 Penalty: 3070.836426
	Iteration 36Q: 3 clusters Score -1844433 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1844479.375000 Penalty: 3070.836426
	Iteration 37Q: 3 clusters Score -1844479 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1844524.625000 Penalty: 3070.836426
	Iteration 38Q: 3 clusters Score -1844525 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1844557.625000 Penalty: 3070.836426
	Iteration 39Q: 3 clusters Score -1844558 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1844582.625000 Penalty: 3070.836426
	Iteration 40F: 3 clusters Score -1844583 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1844609.375000 Penalty: 3070.836426
	Iteration 41Q: 3 clusters Score -1844609 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1844625.875000 Penalty: 3070.836426
	Iteration 42Q: 3 clusters Score -1844626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1844664.250000 Penalty: 3070.836426
	Iteration 43Q: 3 clusters Score -1844664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1844681.000000 Penalty: 3070.836426
	Iteration 44Q: 3 clusters Score -1844681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1844696.125000 Penalty: 3070.836426
	Iteration 45Q: 3 clusters Score -1844696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1844708.375000 Penalty: 3070.836426
	Iteration 46Q: 3 clusters Score -1844708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1844710.500000 Penalty: 3070.836426
	Iteration 47Q: 3 clusters Score -1844710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1844717.000000 Penalty: 3070.836426
	Iteration 48Q: 3 clusters Score -1844717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1844723.250000 Penalty: 3070.836426
	Iteration 49Q: 3 clusters Score -1844723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1844724.250000 Penalty: 3070.836426
	Iteration 50Q: 3 clusters Score -1844724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1844727.375000 Penalty: 3070.836426
	Iteration 51Q: 3 clusters Score -1844727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1844728.500000 Penalty: 3070.836426
	Iteration 52Q: 3 clusters Score -1844728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1844729.625000 Penalty: 3070.836426
	Iteration 53Q: 3 clusters Score -1844730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1844726.125000 Penalty: 3070.836426
	Iteration 54Q: 3 clusters Score -1844726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1844731.625000 Penalty: 3070.836426
	Iteration 55Q: 3 clusters Score -1844732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1844733.000000 Penalty: 3070.836426
	Iteration 56Q: 3 clusters Score -1844733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1844731.750000 Penalty: 3070.836426
	Iteration 57Q: 3 clusters Score -1844732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1844735.250000 Penalty: 3070.836426
	Iteration 58Q: 3 clusters Score -1844735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1844736.125000 Penalty: 3070.836426
	Iteration 59Q: 3 clusters Score -1844736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1844738.625000 Penalty: 3070.836426
	Iteration 60F: 3 clusters Score -1844739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1844739.375000 Penalty: 3070.836426
	Iteration 61Q: 3 clusters Score -1844739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1844740.625000 Penalty: 3070.836426
	Iteration 62Q: 3 clusters Score -1844741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1844740.625000 Penalty: 3070.836426
	Iteration 63F: 3 clusters Score -1844741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -88469.531250 Penalty: 1079.404053
	Iteration 0F: 2 clusters Score -88469.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -87224.828125 Penalty: 2158.808105
	Iteration 0F: 3 clusters Score -87224.83 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -87508.578125 Penalty: 2158.808105
	Iteration 1F: 3 clusters Score -87508.58 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -87592.179688 Penalty: 2158.808105
	Iteration 2F: 3 clusters Score -87592.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -87648.789062 Penalty: 2158.808105
	Iteration 3Q: 3 clusters Score -87648.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -87685.742188 Penalty: 2158.808105
	Iteration 4Q: 3 clusters Score -87685.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -87727.375000 Penalty: 2158.808105
	Iteration 5Q: 3 clusters Score -87727.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -87751.132812 Penalty: 2158.808105
	Iteration 6Q: 3 clusters Score -87751.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -87776.351562 Penalty: 2158.808105
	Iteration 7Q: 3 clusters Score -87776.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -87800.328125 Penalty: 2158.808105
	Iteration 8Q: 3 clusters Score -87800.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87810.320312 Penalty: 2158.808105
	Iteration 9Q: 3 clusters Score -87810.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -87826.054688 Penalty: 2158.808105
	Iteration 10Q: 3 clusters Score -87826.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -87850.523438 Penalty: 2158.808105
	Iteration 11Q: 3 clusters Score -87850.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -87866.289062 Penalty: 2158.808105
	Iteration 12Q: 3 clusters Score -87866.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -87881.890625 Penalty: 2158.808105
	Iteration 13Q: 3 clusters Score -87881.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -87888.054688 Penalty: 2158.808105
	Iteration 14Q: 3 clusters Score -87888.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -87889.414062 Penalty: 2158.808105
	Iteration 15Q: 3 clusters Score -87889.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -87890.164062 Penalty: 2158.808105
	Iteration 16Q: 3 clusters Score -87890.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -87891.648438 Penalty: 2158.808105
	Iteration 17Q: 3 clusters Score -87891.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -87892.656250 Penalty: 2158.808105
	Iteration 18Q: 3 clusters Score -87892.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -87892.656250 Penalty: 2158.808105
	Iteration 19F: 3 clusters Score -87892.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -244193.375000 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -244193.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -242336.656250 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -242336.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -242711.484375 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -242711.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -242782.328125 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -242782.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -242817.578125 Penalty: 2400.603027
	Iteration 3Q: 3 clusters Score -242817.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -242834.593750 Penalty: 2400.603027
	Iteration 4Q: 3 clusters Score -242834.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -242846.968750 Penalty: 2400.603027
	Iteration 5Q: 3 clusters Score -242847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -242855.687500 Penalty: 2400.603027
	Iteration 6Q: 3 clusters Score -242855.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -242866.828125 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -242866.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -242877.390625 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -242877.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -242886.734375 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -242886.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -242891.906250 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -242891.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -242894.015625 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -242894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -242894.015625 Penalty: 2400.603027
	Iteration 12F: 3 clusters Score -242894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -175828.015625 Penalty: 1168.362427
	Iteration 0F: 2 clusters Score -175828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -174160.375000 Penalty: 2336.724854
	Iteration 0F: 3 clusters Score -174160.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -174503.640625 Penalty: 2336.724854
	Iteration 1F: 3 clusters Score -174503.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -174617.968750 Penalty: 2336.724854
	Iteration 2F: 3 clusters Score -174618 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -174719.109375 Penalty: 2336.724854
	Iteration 3F: 3 clusters Score -174719.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -174822.640625 Penalty: 2336.724854
	Iteration 4Q: 3 clusters Score -174822.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -174883.718750 Penalty: 2336.724854
	Iteration 5Q: 3 clusters Score -174883.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -174931.203125 Penalty: 2336.724854
	Iteration 6Q: 3 clusters Score -174931.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -174977.296875 Penalty: 2336.724854
	Iteration 7Q: 3 clusters Score -174977.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -175039.343750 Penalty: 2336.724854
	Iteration 8Q: 3 clusters Score -175039.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -175089.406250 Penalty: 2336.724854
	Iteration 9Q: 3 clusters Score -175089.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -175128.250000 Penalty: 2336.724854
	Iteration 10Q: 3 clusters Score -175128.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -175155.390625 Penalty: 2336.724854
	Iteration 11Q: 3 clusters Score -175155.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -175186.875000 Penalty: 2336.724854
	Iteration 12Q: 3 clusters Score -175186.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -175202.343750 Penalty: 2336.724854
	Iteration 13Q: 3 clusters Score -175202.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -175214.859375 Penalty: 2336.724854
	Iteration 14Q: 3 clusters Score -175214.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -175230.843750 Penalty: 2336.724854
	Iteration 15Q: 3 clusters Score -175230.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -175241.906250 Penalty: 2336.724854
	Iteration 16Q: 3 clusters Score -175241.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -175251.875000 Penalty: 2336.724854
	Iteration 17Q: 3 clusters Score -175251.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -175255.562500 Penalty: 2336.724854
	Iteration 18Q: 3 clusters Score -175255.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -175256.718750 Penalty: 2336.724854
	Iteration 19Q: 3 clusters Score -175256.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -175258.812500 Penalty: 2336.724854
	Iteration 20F: 3 clusters Score -175258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -175259.453125 Penalty: 2336.724854
	Iteration 21Q: 3 clusters Score -175259.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -175260.187500 Penalty: 2336.724854
	Iteration 22Q: 3 clusters Score -175260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -175261.843750 Penalty: 2336.724854
	Iteration 23Q: 3 clusters Score -175261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -175262.859375 Penalty: 2336.724854
	Iteration 24Q: 3 clusters Score -175262.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -175262.859375 Penalty: 2336.724854
	Iteration 25F: 3 clusters Score -175262.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -223289.718750 Penalty: 1201.004761
	Iteration 0F: 2 clusters Score -223289.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -221498.375000 Penalty: 2402.009521
	Iteration 0F: 3 clusters Score -221498.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -222189.531250 Penalty: 2402.009521
	Iteration 1F: 3 clusters Score -222189.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -222523.343750 Penalty: 2402.009521
	Iteration 2F: 3 clusters Score -222523.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -222719.062500 Penalty: 2402.009521
	Iteration 3F: 3 clusters Score -222719.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -222811.765625 Penalty: 2402.009521
	Iteration 4Q: 3 clusters Score -222811.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -222858.000000 Penalty: 2402.009521
	Iteration 5Q: 3 clusters Score -222858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -222888.859375 Penalty: 2402.009521
	Iteration 6Q: 3 clusters Score -222888.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -222906.687500 Penalty: 2402.009521
	Iteration 7Q: 3 clusters Score -222906.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -222916.250000 Penalty: 2402.009521
	Iteration 8Q: 3 clusters Score -222916.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -222920.484375 Penalty: 2402.009521
	Iteration 9Q: 3 clusters Score -222920.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -222924.656250 Penalty: 2402.009521
	Iteration 10Q: 3 clusters Score -222924.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -222928.234375 Penalty: 2402.009521
	Iteration 11Q: 3 clusters Score -222928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -222928.734375 Penalty: 2402.009521
	Iteration 12Q: 3 clusters Score -222928.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -222928.734375 Penalty: 2402.009521
	Iteration 13F: 3 clusters Score -222928.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (12713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Entering Unmasked Estep 
Score: -1938659.750000 Penalty: 1535.686768
	Iteration 0F: 2 clusters Score -1938660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1929854.000000 Penalty: 3071.373535
	Iteration 0F: 3 clusters Score -1929854 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1932825.750000 Penalty: 3071.373535
	Iteration 1F: 3 clusters Score -1932826 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1933267.875000 Penalty: 3071.373535
	Iteration 2F: 3 clusters Score -1933268 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1933768.750000 Penalty: 3071.373535
	Iteration 3F: 3 clusters Score -1933769 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1934399.375000 Penalty: 3071.373535
	Iteration 4F: 3 clusters Score -1934399 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1935197.750000 Penalty: 3071.373535
	Iteration 5F: 3 clusters Score -1935198 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1935914.250000 Penalty: 3071.373535
	Iteration 6F: 3 clusters Score -1935914 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1936515.250000 Penalty: 3071.373535
	Iteration 7F: 3 clusters Score -1936515 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1936901.250000 Penalty: 3071.373535
	Iteration 8Q: 3 clusters Score -1936901 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1937110.625000 Penalty: 3071.373535
	Iteration 9Q: 3 clusters Score -1937111 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1937220.500000 Penalty: 3071.373535
	Iteration 10Q: 3 clusters Score -1937220 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1937290.375000 Penalty: 3071.373535
	Iteration 11Q: 3 clusters Score -1937290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1937328.375000 Penalty: 3071.373535
	Iteration 12Q: 3 clusters Score -1937328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1937344.375000 Penalty: 3071.373535
	Iteration 13Q: 3 clusters Score -1937344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1937353.375000 Penalty: 3071.373535
	Iteration 14Q: 3 clusters Score -1937353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1937357.000000 Penalty: 3071.373535
	Iteration 15Q: 3 clusters Score -1937357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1937360.375000 Penalty: 3071.373535
	Iteration 16Q: 3 clusters Score -1937360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1937360.625000 Penalty: 3071.373535
	Iteration 17Q: 3 clusters Score -1937361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1937369.375000 Penalty: 3071.373535
	Iteration 18Q: 3 clusters Score -1937369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1937369.500000 Penalty: 3071.373535
	Iteration 19Q: 3 clusters Score -1937370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1937370.125000 Penalty: 3071.373535
	Iteration 20F: 3 clusters Score -1937370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Entering Unmasked Estep 
Score: -509096.437500 Penalty: 1325.572754
	Iteration 0F: 2 clusters Score -509096.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -506083.906250 Penalty: 2651.145508
	Iteration 0F: 3 clusters Score -506083.9 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -506858.781250 Penalty: 2651.145508
	Iteration 1F: 3 clusters Score -506858.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -507010.375000 Penalty: 2651.145508
	Iteration 2F: 3 clusters Score -507010.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -507098.156250 Penalty: 2651.145508
	Iteration 3F: 3 clusters Score -507098.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -507159.843750 Penalty: 2651.145508
	Iteration 4Q: 3 clusters Score -507159.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -507210.343750 Penalty: 2651.145508
	Iteration 5Q: 3 clusters Score -507210.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -507245.718750 Penalty: 2651.145508
	Iteration 6Q: 3 clusters Score -507245.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -507274.031250 Penalty: 2651.145508
	Iteration 7Q: 3 clusters Score -507274 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -507298.718750 Penalty: 2651.145508
	Iteration 8Q: 3 clusters Score -507298.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -507319.000000 Penalty: 2651.145508
	Iteration 9Q: 3 clusters Score -507319 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -507339.500000 Penalty: 2651.145508
	Iteration 10Q: 3 clusters Score -507339.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -507360.812500 Penalty: 2651.145508
	Iteration 11Q: 3 clusters Score -507360.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -507383.781250 Penalty: 2651.145508
	Iteration 12Q: 3 clusters Score -507383.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -507401.375000 Penalty: 2651.145508
	Iteration 13Q: 3 clusters Score -507401.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -507425.218750 Penalty: 2651.145508
	Iteration 14Q: 3 clusters Score -507425.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -507455.156250 Penalty: 2651.145508
	Iteration 15Q: 3 clusters Score -507455.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -507491.218750 Penalty: 2651.145508
	Iteration 16Q: 3 clusters Score -507491.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -507539.531250 Penalty: 2651.145508
	Iteration 17Q: 3 clusters Score -507539.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -507580.062500 Penalty: 2651.145508
	Iteration 18Q: 3 clusters Score -507580.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -507611.843750 Penalty: 2651.145508
	Iteration 19Q: 3 clusters Score -507611.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -507631.593750 Penalty: 2651.145508
	Iteration 20F: 3 clusters Score -507631.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -507658.343750 Penalty: 2651.145508
	Iteration 21Q: 3 clusters Score -507658.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -507689.531250 Penalty: 2651.145508
	Iteration 22Q: 3 clusters Score -507689.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -507715.718750 Penalty: 2651.145508
	Iteration 23Q: 3 clusters Score -507715.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -507738.093750 Penalty: 2651.145508
	Iteration 24Q: 3 clusters Score -507738.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -507754.062500 Penalty: 2651.145508
	Iteration 25Q: 3 clusters Score -507754.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -507772.156250 Penalty: 2651.145508
	Iteration 26Q: 3 clusters Score -507772.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -507787.500000 Penalty: 2651.145508
	Iteration 27Q: 3 clusters Score -507787.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -507801.625000 Penalty: 2651.145508
	Iteration 28Q: 3 clusters Score -507801.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -507814.406250 Penalty: 2651.145508
	Iteration 29Q: 3 clusters Score -507814.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -507828.312500 Penalty: 2651.145508
	Iteration 30Q: 3 clusters Score -507828.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -507849.656250 Penalty: 2651.145508
	Iteration 31Q: 3 clusters Score -507849.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -507862.093750 Penalty: 2651.145508
	Iteration 32Q: 3 clusters Score -507862.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -507876.250000 Penalty: 2651.145508
	Iteration 33Q: 3 clusters Score -507876.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -507888.187500 Penalty: 2651.145508
	Iteration 34Q: 3 clusters Score -507888.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -507899.937500 Penalty: 2651.145508
	Iteration 35Q: 3 clusters Score -507899.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -507913.968750 Penalty: 2651.145508
	Iteration 36Q: 3 clusters Score -507914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -507923.500000 Penalty: 2651.145508
	Iteration 37Q: 3 clusters Score -507923.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -507930.562500 Penalty: 2651.145508
	Iteration 38Q: 3 clusters Score -507930.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -507937.093750 Penalty: 2651.145508
	Iteration 39Q: 3 clusters Score -507937.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -507943.156250 Penalty: 2651.145508
	Iteration 40F: 3 clusters Score -507943.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -507947.562500 Penalty: 2651.145508
	Iteration 41Q: 3 clusters Score -507947.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -507953.218750 Penalty: 2651.145508
	Iteration 42Q: 3 clusters Score -507953.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -507956.125000 Penalty: 2651.145508
	Iteration 43Q: 3 clusters Score -507956.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -507959.500000 Penalty: 2651.145508
	Iteration 44Q: 3 clusters Score -507959.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -507959.500000 Penalty: 2651.145508
	Iteration 45Q: 3 clusters Score -507959.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -507960.062500 Penalty: 2651.145508
	Iteration 46Q: 3 clusters Score -507960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -507960.500000 Penalty: 2651.145508
	Iteration 47Q: 3 clusters Score -507960.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -507961.562500 Penalty: 2651.145508
	Iteration 48Q: 3 clusters Score -507961.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -507962.437500 Penalty: 2651.145508
	Iteration 49Q: 3 clusters Score -507962.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -507963.437500 Penalty: 2651.145508
	Iteration 50Q: 3 clusters Score -507963.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -507963.437500 Penalty: 2651.145508
	Iteration 51F: 3 clusters Score -507963.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -189679.671875 Penalty: 1162.751953
	Iteration 0F: 2 clusters Score -189679.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -188061.187500 Penalty: 2325.503906
	Iteration 0F: 3 clusters Score -188061.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -188366.375000 Penalty: 2325.503906
	Iteration 1F: 3 clusters Score -188366.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -188445.828125 Penalty: 2325.503906
	Iteration 2F: 3 clusters Score -188445.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -188489.750000 Penalty: 2325.503906
	Iteration 3Q: 3 clusters Score -188489.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -188518.062500 Penalty: 2325.503906
	Iteration 4Q: 3 clusters Score -188518.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -188526.812500 Penalty: 2325.503906
	Iteration 5Q: 3 clusters Score -188526.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -188533.109375 Penalty: 2325.503906
	Iteration 6Q: 3 clusters Score -188533.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -188536.031250 Penalty: 2325.503906
	Iteration 7Q: 3 clusters Score -188536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -188541.828125 Penalty: 2325.503906
	Iteration 8Q: 3 clusters Score -188541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -188543.593750 Penalty: 2325.503906
	Iteration 9Q: 3 clusters Score -188543.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -188546.531250 Penalty: 2325.503906
	Iteration 10Q: 3 clusters Score -188546.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -188546.531250 Penalty: 2325.503906
	Iteration 11F: 3 clusters Score -188546.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (14626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Entering Unmasked Estep 
Score: -2220906.000000 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -2220906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2210939.500000 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -2210940 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2214331.500000 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -2214332 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2214570.750000 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -2214571 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2214804.250000 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -2214804 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2215004.500000 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -2215004 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2215216.500000 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -2215216 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2215426.000000 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -2215426 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2215627.250000 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -2215627 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2215815.250000 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -2215815 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2216009.500000 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -2216010 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2216210.000000 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -2216210 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2216447.000000 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -2216447 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2216737.500000 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -2216738 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2217095.250000 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -2217095 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2217440.500000 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -2217440 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2217758.750000 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -2217759 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2218065.000000 Penalty: 3116.930664
	Iteration 16Q: 3 clusters Score -2218065 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2218286.500000 Penalty: 3116.930664
	Iteration 17Q: 3 clusters Score -2218286 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2218461.000000 Penalty: 3116.930664
	Iteration 18Q: 3 clusters Score -2218461 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2218580.750000 Penalty: 3116.930664
	Iteration 19Q: 3 clusters Score -2218581 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2218660.000000 Penalty: 3116.930664
	Iteration 20F: 3 clusters Score -2218660 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2218722.000000 Penalty: 3116.930664
	Iteration 21Q: 3 clusters Score -2218722 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2218751.500000 Penalty: 3116.930664
	Iteration 22Q: 3 clusters Score -2218752 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2218781.250000 Penalty: 3116.930664
	Iteration 23Q: 3 clusters Score -2218781 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2218793.500000 Penalty: 3116.930664
	Iteration 24Q: 3 clusters Score -2218794 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2218802.750000 Penalty: 3116.930664
	Iteration 25Q: 3 clusters Score -2218803 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2218815.500000 Penalty: 3116.930664
	Iteration 26Q: 3 clusters Score -2218816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2218823.500000 Penalty: 3116.930664
	Iteration 27Q: 3 clusters Score -2218824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2218826.750000 Penalty: 3116.930664
	Iteration 28Q: 3 clusters Score -2218827 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2218835.500000 Penalty: 3116.930664
	Iteration 29Q: 3 clusters Score -2218836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2218834.750000 Penalty: 3116.930664
	Iteration 30Q: 3 clusters Score -2218835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2218834.250000 Penalty: 3116.930664
	Iteration 31Q: 3 clusters Score -2218834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2218839.250000 Penalty: 3116.930664
	Iteration 32Q: 3 clusters Score -2218839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2218847.250000 Penalty: 3116.930664
	Iteration 33Q: 3 clusters Score -2218847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2218842.750000 Penalty: 3116.930664
	Iteration 34Q: 3 clusters Score -2218843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2218846.500000 Penalty: 3116.930664
	Iteration 35Q: 3 clusters Score -2218846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2218846.250000 Penalty: 3116.930664
	Iteration 36Q: 3 clusters Score -2218846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2218853.000000 Penalty: 3116.930664
	Iteration 37Q: 3 clusters Score -2218853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2218849.250000 Penalty: 3116.930664
	Iteration 38Q: 3 clusters Score -2218849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2218852.250000 Penalty: 3116.930664
	Iteration 39Q: 3 clusters Score -2218852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2218851.500000 Penalty: 3116.930664
	Iteration 40F: 3 clusters Score -2218852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2218850.250000 Penalty: 3116.930664
	Iteration 41Q: 3 clusters Score -2218850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2218851.000000 Penalty: 3116.930664
	Iteration 42Q: 3 clusters Score -2218851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2218854.250000 Penalty: 3116.930664
	Iteration 43Q: 3 clusters Score -2218854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2218853.000000 Penalty: 3116.930664
	Iteration 44Q: 3 clusters Score -2218853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2218861.750000 Penalty: 3116.930664
	Iteration 45Q: 3 clusters Score -2218862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2218862.250000 Penalty: 3116.930664
	Iteration 46Q: 3 clusters Score -2218862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2218860.000000 Penalty: 3116.930664
	Iteration 47Q: 3 clusters Score -2218860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2218865.000000 Penalty: 3116.930664
	Iteration 48Q: 3 clusters Score -2218865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2218867.000000 Penalty: 3116.930664
	Iteration 49Q: 3 clusters Score -2218867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2218865.750000 Penalty: 3116.930664
	Iteration 50Q: 3 clusters Score -2218866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2218863.000000 Penalty: 3116.930664
	Iteration 51Q: 3 clusters Score -2218863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2218857.000000 Penalty: 3116.930664
	Iteration 52Q: 3 clusters Score -2218857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2218858.500000 Penalty: 3116.930664
	Iteration 53Q: 3 clusters Score -2218858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2218861.750000 Penalty: 3116.930664
	Iteration 54Q: 3 clusters Score -2218862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2218861.500000 Penalty: 3116.930664
	Iteration 55Q: 3 clusters Score -2218862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2218862.000000 Penalty: 3116.930664
	Iteration 56Q: 3 clusters Score -2218862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2218860.250000 Penalty: 3116.930664
	Iteration 57Q: 3 clusters Score -2218860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2218862.500000 Penalty: 3116.930664
	Iteration 58Q: 3 clusters Score -2218862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2218862.000000 Penalty: 3116.930664
	Iteration 59Q: 3 clusters Score -2218862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2218861.500000 Penalty: 3116.930664
	Iteration 60F: 3 clusters Score -2218862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2218862.500000 Penalty: 3116.930664
	Iteration 61Q: 3 clusters Score -2218862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2218862.500000 Penalty: 3116.930664
	Iteration 62F: 3 clusters Score -2218862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Entering Unmasked Estep 
Score: -782647.437500 Penalty: 1416.623291
	Iteration 0F: 2 clusters Score -782647.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -777924.687500 Penalty: 2833.246582
	Iteration 0F: 3 clusters Score -777924.7 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -779367.562500 Penalty: 2833.246582
	Iteration 1F: 3 clusters Score -779367.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -779598.687500 Penalty: 2833.246582
	Iteration 2F: 3 clusters Score -779598.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -779729.062500 Penalty: 2833.246582
	Iteration 3F: 3 clusters Score -779729.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -779823.562500 Penalty: 2833.246582
	Iteration 4Q: 3 clusters Score -779823.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -779901.812500 Penalty: 2833.246582
	Iteration 5Q: 3 clusters Score -779901.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -779958.312500 Penalty: 2833.246582
	Iteration 6Q: 3 clusters Score -779958.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -780013.875000 Penalty: 2833.246582
	Iteration 7Q: 3 clusters Score -780013.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -780080.000000 Penalty: 2833.246582
	Iteration 8Q: 3 clusters Score -780080 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -780143.625000 Penalty: 2833.246582
	Iteration 9Q: 3 clusters Score -780143.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -780221.000000 Penalty: 2833.246582
	Iteration 10Q: 3 clusters Score -780221 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -780328.875000 Penalty: 2833.246582
	Iteration 11Q: 3 clusters Score -780328.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -780452.250000 Penalty: 2833.246582
	Iteration 12Q: 3 clusters Score -780452.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -780582.562500 Penalty: 2833.246582
	Iteration 13Q: 3 clusters Score -780582.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -780714.437500 Penalty: 2833.246582
	Iteration 14Q: 3 clusters Score -780714.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -780863.750000 Penalty: 2833.246582
	Iteration 15Q: 3 clusters Score -780863.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -781047.875000 Penalty: 2833.246582
	Iteration 16Q: 3 clusters Score -781047.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -781239.687500 Penalty: 2833.246582
	Iteration 17Q: 3 clusters Score -781239.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -781418.187500 Penalty: 2833.246582
	Iteration 18Q: 3 clusters Score -781418.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -781593.625000 Penalty: 2833.246582
	Iteration 19Q: 3 clusters Score -781593.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -781745.312500 Penalty: 2833.246582
	Iteration 20F: 3 clusters Score -781745.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -781871.875000 Penalty: 2833.246582
	Iteration 21Q: 3 clusters Score -781871.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -781953.187500 Penalty: 2833.246582
	Iteration 22Q: 3 clusters Score -781953.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -782019.250000 Penalty: 2833.246582
	Iteration 23Q: 3 clusters Score -782019.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -782050.312500 Penalty: 2833.246582
	Iteration 24Q: 3 clusters Score -782050.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -782077.312500 Penalty: 2833.246582
	Iteration 25Q: 3 clusters Score -782077.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -782098.312500 Penalty: 2833.246582
	Iteration 26Q: 3 clusters Score -782098.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -782115.437500 Penalty: 2833.246582
	Iteration 27Q: 3 clusters Score -782115.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -782129.437500 Penalty: 2833.246582
	Iteration 28Q: 3 clusters Score -782129.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -782135.000000 Penalty: 2833.246582
	Iteration 29Q: 3 clusters Score -782135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -782137.437500 Penalty: 2833.246582
	Iteration 30Q: 3 clusters Score -782137.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -782139.937500 Penalty: 2833.246582
	Iteration 31Q: 3 clusters Score -782139.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -782143.562500 Penalty: 2833.246582
	Iteration 32Q: 3 clusters Score -782143.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -782145.187500 Penalty: 2833.246582
	Iteration 33Q: 3 clusters Score -782145.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -782148.062500 Penalty: 2833.246582
	Iteration 34Q: 3 clusters Score -782148.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -782147.812500 Penalty: 2833.246582
	Iteration 35Q: 3 clusters Score -782147.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -782150.875000 Penalty: 2833.246582
	Iteration 36Q: 3 clusters Score -782150.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -782152.125000 Penalty: 2833.246582
	Iteration 37Q: 3 clusters Score -782152.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -782150.750000 Penalty: 2833.246582
	Iteration 38Q: 3 clusters Score -782150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -782153.062500 Penalty: 2833.246582
	Iteration 39Q: 3 clusters Score -782153.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -782153.187500 Penalty: 2833.246582
	Iteration 40F: 3 clusters Score -782153.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -782156.187500 Penalty: 2833.246582
	Iteration 41Q: 3 clusters Score -782156.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -782157.875000 Penalty: 2833.246582
	Iteration 42Q: 3 clusters Score -782157.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -782158.437500 Penalty: 2833.246582
	Iteration 43Q: 3 clusters Score -782158.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -782158.125000 Penalty: 2833.246582
	Iteration 44Q: 3 clusters Score -782158.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -782160.625000 Penalty: 2833.246582
	Iteration 45Q: 3 clusters Score -782160.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -782161.437500 Penalty: 2833.246582
	Iteration 46Q: 3 clusters Score -782161.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -782161.187500 Penalty: 2833.246582
	Iteration 47Q: 3 clusters Score -782161.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -782163.437500 Penalty: 2833.246582
	Iteration 48Q: 3 clusters Score -782163.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -782163.187500 Penalty: 2833.246582
	Iteration 49Q: 3 clusters Score -782163.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -782164.437500 Penalty: 2833.246582
	Iteration 50Q: 3 clusters Score -782164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -782166.000000 Penalty: 2833.246582
	Iteration 51Q: 3 clusters Score -782166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -782165.750000 Penalty: 2833.246582
	Iteration 52Q: 3 clusters Score -782165.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -782165.750000 Penalty: 2833.246582
	Iteration 53F: 3 clusters Score -782165.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Entering Unmasked Estep 
Score: -629142.250000 Penalty: 1374.575806
	Iteration 0F: 2 clusters Score -629142.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -625435.375000 Penalty: 2749.151611
	Iteration 0F: 3 clusters Score -625435.4 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -626701.312500 Penalty: 2749.151611
	Iteration 1F: 3 clusters Score -626701.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -627018.312500 Penalty: 2749.151611
	Iteration 2F: 3 clusters Score -627018.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -627265.937500 Penalty: 2749.151611
	Iteration 3F: 3 clusters Score -627265.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -627513.000000 Penalty: 2749.151611
	Iteration 4F: 3 clusters Score -627513 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -627734.937500 Penalty: 2749.151611
	Iteration 5F: 3 clusters Score -627734.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -627921.937500 Penalty: 2749.151611
	Iteration 6F: 3 clusters Score -627921.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -628059.500000 Penalty: 2749.151611
	Iteration 7Q: 3 clusters Score -628059.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -628160.437500 Penalty: 2749.151611
	Iteration 8Q: 3 clusters Score -628160.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -628254.000000 Penalty: 2749.151611
	Iteration 9Q: 3 clusters Score -628254 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -628325.375000 Penalty: 2749.151611
	Iteration 10Q: 3 clusters Score -628325.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -628373.125000 Penalty: 2749.151611
	Iteration 11Q: 3 clusters Score -628373.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -628420.187500 Penalty: 2749.151611
	Iteration 12Q: 3 clusters Score -628420.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -628446.375000 Penalty: 2749.151611
	Iteration 13Q: 3 clusters Score -628446.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -628462.750000 Penalty: 2749.151611
	Iteration 14Q: 3 clusters Score -628462.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -628473.437500 Penalty: 2749.151611
	Iteration 15Q: 3 clusters Score -628473.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -628480.000000 Penalty: 2749.151611
	Iteration 16Q: 3 clusters Score -628480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -628490.375000 Penalty: 2749.151611
	Iteration 17Q: 3 clusters Score -628490.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -628500.937500 Penalty: 2749.151611
	Iteration 18Q: 3 clusters Score -628500.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -628506.125000 Penalty: 2749.151611
	Iteration 19Q: 3 clusters Score -628506.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -628515.625000 Penalty: 2749.151611
	Iteration 20F: 3 clusters Score -628515.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -628522.687500 Penalty: 2749.151611
	Iteration 21Q: 3 clusters Score -628522.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -628527.062500 Penalty: 2749.151611
	Iteration 22Q: 3 clusters Score -628527.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -628531.250000 Penalty: 2749.151611
	Iteration 23Q: 3 clusters Score -628531.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -628532.875000 Penalty: 2749.151611
	Iteration 24Q: 3 clusters Score -628532.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -628533.687500 Penalty: 2749.151611
	Iteration 25Q: 3 clusters Score -628533.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -628535.875000 Penalty: 2749.151611
	Iteration 26Q: 3 clusters Score -628535.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -628537.187500 Penalty: 2749.151611
	Iteration 27Q: 3 clusters Score -628537.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -628537.187500 Penalty: 2749.151611
	Iteration 28F: 3 clusters Score -628537.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Entering Unmasked Estep 
Score: -150825.734375 Penalty: 1148.992676
	Iteration 0F: 2 clusters Score -150825.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -149280.328125 Penalty: 2297.985352
	Iteration 0F: 3 clusters Score -149280.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -149603.468750 Penalty: 2297.985352
	Iteration 1F: 3 clusters Score -149603.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -149697.437500 Penalty: 2297.985352
	Iteration 2F: 3 clusters Score -149697.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -149747.562500 Penalty: 2297.985352
	Iteration 3Q: 3 clusters Score -149747.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -149784.796875 Penalty: 2297.985352
	Iteration 4Q: 3 clusters Score -149784.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -149818.421875 Penalty: 2297.985352
	Iteration 5Q: 3 clusters Score -149818.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -149860.359375 Penalty: 2297.985352
	Iteration 6Q: 3 clusters Score -149860.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -149894.031250 Penalty: 2297.985352
	Iteration 7Q: 3 clusters Score -149894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -149915.796875 Penalty: 2297.985352
	Iteration 8Q: 3 clusters Score -149915.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -149942.609375 Penalty: 2297.985352
	Iteration 9Q: 3 clusters Score -149942.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -149959.531250 Penalty: 2297.985352
	Iteration 10Q: 3 clusters Score -149959.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -149975.718750 Penalty: 2297.985352
	Iteration 11Q: 3 clusters Score -149975.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -149992.828125 Penalty: 2297.985352
	Iteration 12Q: 3 clusters Score -149992.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -150012.828125 Penalty: 2297.985352
	Iteration 13Q: 3 clusters Score -150012.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -150019.171875 Penalty: 2297.985352
	Iteration 14Q: 3 clusters Score -150019.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -150029.234375 Penalty: 2297.985352
	Iteration 15Q: 3 clusters Score -150029.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -150040.328125 Penalty: 2297.985352
	Iteration 16Q: 3 clusters Score -150040.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -150045.375000 Penalty: 2297.985352
	Iteration 17Q: 3 clusters Score -150045.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -150054.687500 Penalty: 2297.985352
	Iteration 18Q: 3 clusters Score -150054.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -150059.156250 Penalty: 2297.985352
	Iteration 19Q: 3 clusters Score -150059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -150065.125000 Penalty: 2297.985352
	Iteration 20F: 3 clusters Score -150065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -150066.250000 Penalty: 2297.985352
	Iteration 21Q: 3 clusters Score -150066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -150068.812500 Penalty: 2297.985352
	Iteration 22Q: 3 clusters Score -150068.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -150073.296875 Penalty: 2297.985352
	Iteration 23Q: 3 clusters Score -150073.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -150075.875000 Penalty: 2297.985352
	Iteration 24Q: 3 clusters Score -150075.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -150080.671875 Penalty: 2297.985352
	Iteration 25Q: 3 clusters Score -150080.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -150092.171875 Penalty: 2297.985352
	Iteration 26Q: 3 clusters Score -150092.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -150097.156250 Penalty: 2297.985352
	Iteration 27Q: 3 clusters Score -150097.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -150099.843750 Penalty: 2297.985352
	Iteration 28Q: 3 clusters Score -150099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -150101.859375 Penalty: 2297.985352
	Iteration 29Q: 3 clusters Score -150101.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -150105.375000 Penalty: 2297.985352
	Iteration 30Q: 3 clusters Score -150105.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -150108.171875 Penalty: 2297.985352
	Iteration 31Q: 3 clusters Score -150108.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -150111.031250 Penalty: 2297.985352
	Iteration 32Q: 3 clusters Score -150111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -150111.390625 Penalty: 2297.985352
	Iteration 33Q: 3 clusters Score -150111.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -150111.390625 Penalty: 2297.985352
	Iteration 34F: 3 clusters Score -150111.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Entering Unmasked Estep 
Score: -251572.406250 Penalty: 1231.199097
	Iteration 0F: 2 clusters Score -251572.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -249502.531250 Penalty: 2462.398193
	Iteration 0F: 3 clusters Score -249502.5 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -250033.375000 Penalty: 2462.398193
	Iteration 1F: 3 clusters Score -250033.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -250233.187500 Penalty: 2462.398193
	Iteration 2F: 3 clusters Score -250233.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -250369.515625 Penalty: 2462.398193
	Iteration 3F: 3 clusters Score -250369.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -250473.156250 Penalty: 2462.398193
	Iteration 4F: 3 clusters Score -250473.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -250559.984375 Penalty: 2462.398193
	Iteration 5Q: 3 clusters Score -250560 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -250622.546875 Penalty: 2462.398193
	Iteration 6Q: 3 clusters Score -250622.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -250675.312500 Penalty: 2462.398193
	Iteration 7Q: 3 clusters Score -250675.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -250720.109375 Penalty: 2462.398193
	Iteration 8Q: 3 clusters Score -250720.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -250755.515625 Penalty: 2462.398193
	Iteration 9Q: 3 clusters Score -250755.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -250786.625000 Penalty: 2462.398193
	Iteration 10Q: 3 clusters Score -250786.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -250810.640625 Penalty: 2462.398193
	Iteration 11Q: 3 clusters Score -250810.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -250835.593750 Penalty: 2462.398193
	Iteration 12Q: 3 clusters Score -250835.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -250851.109375 Penalty: 2462.398193
	Iteration 13Q: 3 clusters Score -250851.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -250862.656250 Penalty: 2462.398193
	Iteration 14Q: 3 clusters Score -250862.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -250866.625000 Penalty: 2462.398193
	Iteration 15Q: 3 clusters Score -250866.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -250869.828125 Penalty: 2462.398193
	Iteration 16Q: 3 clusters Score -250869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -250872.078125 Penalty: 2462.398193
	Iteration 17Q: 3 clusters Score -250872.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -250873.187500 Penalty: 2462.398193
	Iteration 18Q: 3 clusters Score -250873.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -250873.187500 Penalty: 2462.398193
	Iteration 19F: 3 clusters Score -250873.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (14965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Entering Unmasked Estep 
Score: -2276386.500000 Penalty: 1562.188721
	Iteration 0F: 2 clusters Score -2276386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2266201.000000 Penalty: 3124.377441
	Iteration 0F: 3 clusters Score -2266201 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2269773.250000 Penalty: 3124.377441
	Iteration 1F: 3 clusters Score -2269773 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2270125.000000 Penalty: 3124.377441
	Iteration 2F: 3 clusters Score -2270125 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2270448.750000 Penalty: 3124.377441
	Iteration 3F: 3 clusters Score -2270449 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2270737.750000 Penalty: 3124.377441
	Iteration 4Q: 3 clusters Score -2270738 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2270981.250000 Penalty: 3124.377441
	Iteration 5Q: 3 clusters Score -2270981 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2271224.000000 Penalty: 3124.377441
	Iteration 6Q: 3 clusters Score -2271224 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2271474.500000 Penalty: 3124.377441
	Iteration 7Q: 3 clusters Score -2271474 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2271716.500000 Penalty: 3124.377441
	Iteration 8Q: 3 clusters Score -2271716 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2271994.500000 Penalty: 3124.377441
	Iteration 9Q: 3 clusters Score -2271994 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2272331.250000 Penalty: 3124.377441
	Iteration 10Q: 3 clusters Score -2272331 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2272660.000000 Penalty: 3124.377441
	Iteration 11Q: 3 clusters Score -2272660 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2272942.250000 Penalty: 3124.377441
	Iteration 12Q: 3 clusters Score -2272942 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2273226.500000 Penalty: 3124.377441
	Iteration 13Q: 3 clusters Score -2273226 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2273452.750000 Penalty: 3124.377441
	Iteration 14Q: 3 clusters Score -2273453 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2273690.000000 Penalty: 3124.377441
	Iteration 15Q: 3 clusters Score -2273690 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2273888.250000 Penalty: 3124.377441
	Iteration 16Q: 3 clusters Score -2273888 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2274077.500000 Penalty: 3124.377441
	Iteration 17Q: 3 clusters Score -2274078 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2274237.250000 Penalty: 3124.377441
	Iteration 18Q: 3 clusters Score -2274237 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2274358.250000 Penalty: 3124.377441
	Iteration 19Q: 3 clusters Score -2274358 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2274453.750000 Penalty: 3124.377441
	Iteration 20F: 3 clusters Score -2274454 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2274538.500000 Penalty: 3124.377441
	Iteration 21Q: 3 clusters Score -2274538 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2274601.000000 Penalty: 3124.377441
	Iteration 22Q: 3 clusters Score -2274601 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2274654.000000 Penalty: 3124.377441
	Iteration 23Q: 3 clusters Score -2274654 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2274704.000000 Penalty: 3124.377441
	Iteration 24Q: 3 clusters Score -2274704 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2274737.000000 Penalty: 3124.377441
	Iteration 25Q: 3 clusters Score -2274737 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2274755.750000 Penalty: 3124.377441
	Iteration 26Q: 3 clusters Score -2274756 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2274781.500000 Penalty: 3124.377441
	Iteration 27Q: 3 clusters Score -2274782 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2274812.000000 Penalty: 3124.377441
	Iteration 28Q: 3 clusters Score -2274812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2274828.500000 Penalty: 3124.377441
	Iteration 29Q: 3 clusters Score -2274828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2274857.250000 Penalty: 3124.377441
	Iteration 30Q: 3 clusters Score -2274857 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2274871.750000 Penalty: 3124.377441
	Iteration 31Q: 3 clusters Score -2274872 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2274895.500000 Penalty: 3124.377441
	Iteration 32Q: 3 clusters Score -2274896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2274929.750000 Penalty: 3124.377441
	Iteration 33Q: 3 clusters Score -2274930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2274942.750000 Penalty: 3124.377441
	Iteration 34Q: 3 clusters Score -2274943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2274947.250000 Penalty: 3124.377441
	Iteration 35Q: 3 clusters Score -2274947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2274965.750000 Penalty: 3124.377441
	Iteration 36Q: 3 clusters Score -2274966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2274967.250000 Penalty: 3124.377441
	Iteration 37Q: 3 clusters Score -2274967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2274974.750000 Penalty: 3124.377441
	Iteration 38Q: 3 clusters Score -2274975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2274976.250000 Penalty: 3124.377441
	Iteration 39Q: 3 clusters Score -2274976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2274983.000000 Penalty: 3124.377441
	Iteration 40F: 3 clusters Score -2274983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2274985.250000 Penalty: 3124.377441
	Iteration 41Q: 3 clusters Score -2274985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2274985.250000 Penalty: 3124.377441
	Iteration 42Q: 3 clusters Score -2274985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2274990.500000 Penalty: 3124.377441
	Iteration 43Q: 3 clusters Score -2274990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2274990.500000 Penalty: 3124.377441
	Iteration 44Q: 3 clusters Score -2274990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2274989.000000 Penalty: 3124.377441
	Iteration 45Q: 3 clusters Score -2274989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2274993.000000 Penalty: 3124.377441
	Iteration 46Q: 3 clusters Score -2274993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2274993.750000 Penalty: 3124.377441
	Iteration 47Q: 3 clusters Score -2274994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2274991.250000 Penalty: 3124.377441
	Iteration 48Q: 3 clusters Score -2274991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2274993.250000 Penalty: 3124.377441
	Iteration 49Q: 3 clusters Score -2274993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2274995.750000 Penalty: 3124.377441
	Iteration 50Q: 3 clusters Score -2274996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2275000.500000 Penalty: 3124.377441
	Iteration 51Q: 3 clusters Score -2275000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2275002.250000 Penalty: 3124.377441
	Iteration 52Q: 3 clusters Score -2275002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2275007.500000 Penalty: 3124.377441
	Iteration 53Q: 3 clusters Score -2275008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2275012.000000 Penalty: 3124.377441
	Iteration 54Q: 3 clusters Score -2275012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2275014.250000 Penalty: 3124.377441
	Iteration 55Q: 3 clusters Score -2275014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2275016.000000 Penalty: 3124.377441
	Iteration 56Q: 3 clusters Score -2275016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2275018.000000 Penalty: 3124.377441
	Iteration 57Q: 3 clusters Score -2275018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2275018.000000 Penalty: 3124.377441
	Iteration 58Q: 3 clusters Score -2275018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2275016.750000 Penalty: 3124.377441
	Iteration 59Q: 3 clusters Score -2275017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2275016.750000 Penalty: 3124.377441
	Iteration 60F: 3 clusters Score -2275017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (19621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Entering Unmasked Estep 
Score: -2999675.500000 Penalty: 1606.207764
	Iteration 0F: 2 clusters Score -2999676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2987587.500000 Penalty: 3212.415527
	Iteration 0F: 3 clusters Score -2987588 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2992504.000000 Penalty: 3212.415527
	Iteration 1F: 3 clusters Score -2992504 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2992965.500000 Penalty: 3212.415527
	Iteration 2F: 3 clusters Score -2992966 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2993332.250000 Penalty: 3212.415527
	Iteration 3F: 3 clusters Score -2993332 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2993648.500000 Penalty: 3212.415527
	Iteration 4Q: 3 clusters Score -2993648 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2993935.750000 Penalty: 3212.415527
	Iteration 5Q: 3 clusters Score -2993936 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2994240.500000 Penalty: 3212.415527
	Iteration 6Q: 3 clusters Score -2994240 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2994574.500000 Penalty: 3212.415527
	Iteration 7Q: 3 clusters Score -2994574 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2994967.500000 Penalty: 3212.415527
	Iteration 8Q: 3 clusters Score -2994968 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2995409.250000 Penalty: 3212.415527
	Iteration 9Q: 3 clusters Score -2995409 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2995834.500000 Penalty: 3212.415527
	Iteration 10Q: 3 clusters Score -2995834 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2996122.250000 Penalty: 3212.415527
	Iteration 11Q: 3 clusters Score -2996122 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2996267.750000 Penalty: 3212.415527
	Iteration 12Q: 3 clusters Score -2996268 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2996353.250000 Penalty: 3212.415527
	Iteration 13Q: 3 clusters Score -2996353 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2996422.000000 Penalty: 3212.415527
	Iteration 14Q: 3 clusters Score -2996422 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2996507.500000 Penalty: 3212.415527
	Iteration 15Q: 3 clusters Score -2996508 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2996637.250000 Penalty: 3212.415527
	Iteration 16Q: 3 clusters Score -2996637 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2996808.500000 Penalty: 3212.415527
	Iteration 17Q: 3 clusters Score -2996808 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2997052.250000 Penalty: 3212.415527
	Iteration 18Q: 3 clusters Score -2997052 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2997291.750000 Penalty: 3212.415527
	Iteration 19Q: 3 clusters Score -2997292 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2997588.250000 Penalty: 3212.415527
	Iteration 20F: 3 clusters Score -2997588 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2997847.500000 Penalty: 3212.415527
	Iteration 21Q: 3 clusters Score -2997848 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2998087.000000 Penalty: 3212.415527
	Iteration 22Q: 3 clusters Score -2998087 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2998268.250000 Penalty: 3212.415527
	Iteration 23Q: 3 clusters Score -2998268 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2998324.750000 Penalty: 3212.415527
	Iteration 24Q: 3 clusters Score -2998325 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2998356.000000 Penalty: 3212.415527
	Iteration 25Q: 3 clusters Score -2998356 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2998369.500000 Penalty: 3212.415527
	Iteration 26Q: 3 clusters Score -2998370 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2998367.250000 Penalty: 3212.415527
	Iteration 27Q: 3 clusters Score -2998367 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2998363.000000 Penalty: 3212.415527
	Iteration 28Q: 3 clusters Score -2998363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2998370.500000 Penalty: 3212.415527
	Iteration 29Q: 3 clusters Score -2998370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2998382.000000 Penalty: 3212.415527
	Iteration 30Q: 3 clusters Score -2998382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2998394.000000 Penalty: 3212.415527
	Iteration 31Q: 3 clusters Score -2998394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2998394.000000 Penalty: 3212.415527
	Iteration 32Q: 3 clusters Score -2998394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2998397.250000 Penalty: 3212.415527
	Iteration 33Q: 3 clusters Score -2998397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2998397.250000 Penalty: 3212.415527
	Iteration 34F: 3 clusters Score -2998397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Entering Unmasked Estep 
Score: -832141.375000 Penalty: 1410.857422
	Iteration 0F: 2 clusters Score -832141.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -827560.937500 Penalty: 2821.714844
	Iteration 0F: 3 clusters Score -827560.9 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -828983.812500 Penalty: 2821.714844
	Iteration 1F: 3 clusters Score -828983.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -829244.687500 Penalty: 2821.714844
	Iteration 2F: 3 clusters Score -829244.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -829432.125000 Penalty: 2821.714844
	Iteration 3F: 3 clusters Score -829432.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -829580.250000 Penalty: 2821.714844
	Iteration 4Q: 3 clusters Score -829580.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -829704.812500 Penalty: 2821.714844
	Iteration 5Q: 3 clusters Score -829704.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -829813.500000 Penalty: 2821.714844
	Iteration 6Q: 3 clusters Score -829813.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -829916.062500 Penalty: 2821.714844
	Iteration 7Q: 3 clusters Score -829916.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -830012.000000 Penalty: 2821.714844
	Iteration 8Q: 3 clusters Score -830012 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -830104.687500 Penalty: 2821.714844
	Iteration 9Q: 3 clusters Score -830104.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -830196.812500 Penalty: 2821.714844
	Iteration 10Q: 3 clusters Score -830196.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -830296.187500 Penalty: 2821.714844
	Iteration 11Q: 3 clusters Score -830296.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -830396.312500 Penalty: 2821.714844
	Iteration 12Q: 3 clusters Score -830396.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -830480.562500 Penalty: 2821.714844
	Iteration 13Q: 3 clusters Score -830480.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -830537.750000 Penalty: 2821.714844
	Iteration 14Q: 3 clusters Score -830537.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -830589.375000 Penalty: 2821.714844
	Iteration 15Q: 3 clusters Score -830589.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -830649.187500 Penalty: 2821.714844
	Iteration 16Q: 3 clusters Score -830649.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -830707.062500 Penalty: 2821.714844
	Iteration 17Q: 3 clusters Score -830707.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -830766.187500 Penalty: 2821.714844
	Iteration 18Q: 3 clusters Score -830766.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -830833.437500 Penalty: 2821.714844
	Iteration 19Q: 3 clusters Score -830833.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -830886.500000 Penalty: 2821.714844
	Iteration 20F: 3 clusters Score -830886.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -830937.937500 Penalty: 2821.714844
	Iteration 21Q: 3 clusters Score -830937.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -830991.437500 Penalty: 2821.714844
	Iteration 22Q: 3 clusters Score -830991.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -831045.750000 Penalty: 2821.714844
	Iteration 23Q: 3 clusters Score -831045.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -831096.000000 Penalty: 2821.714844
	Iteration 24Q: 3 clusters Score -831096 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -831148.062500 Penalty: 2821.714844
	Iteration 25Q: 3 clusters Score -831148.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -831205.437500 Penalty: 2821.714844
	Iteration 26Q: 3 clusters Score -831205.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -831248.562500 Penalty: 2821.714844
	Iteration 27Q: 3 clusters Score -831248.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -831281.625000 Penalty: 2821.714844
	Iteration 28Q: 3 clusters Score -831281.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -831305.750000 Penalty: 2821.714844
	Iteration 29Q: 3 clusters Score -831305.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -831335.812500 Penalty: 2821.714844
	Iteration 30Q: 3 clusters Score -831335.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -831355.562500 Penalty: 2821.714844
	Iteration 31Q: 3 clusters Score -831355.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -831366.187500 Penalty: 2821.714844
	Iteration 32Q: 3 clusters Score -831366.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -831380.312500 Penalty: 2821.714844
	Iteration 33Q: 3 clusters Score -831380.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -831388.750000 Penalty: 2821.714844
	Iteration 34Q: 3 clusters Score -831388.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -831393.437500 Penalty: 2821.714844
	Iteration 35Q: 3 clusters Score -831393.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -831397.812500 Penalty: 2821.714844
	Iteration 36Q: 3 clusters Score -831397.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -831400.500000 Penalty: 2821.714844
	Iteration 37Q: 3 clusters Score -831400.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -831401.500000 Penalty: 2821.714844
	Iteration 38Q: 3 clusters Score -831401.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -831401.937500 Penalty: 2821.714844
	Iteration 39Q: 3 clusters Score -831401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -831403.125000 Penalty: 2821.714844
	Iteration 40F: 3 clusters Score -831403.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -831402.937500 Penalty: 2821.714844
	Iteration 41Q: 3 clusters Score -831402.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -831402.937500 Penalty: 2821.714844
	Iteration 42F: 3 clusters Score -831402.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -171226.671875 Penalty: 1172.237427
	Iteration 0F: 2 clusters Score -171226.7 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 682 members 
Entering Unmasked Estep 
Score: -169632.859375 Penalty: 2344.474854
	Iteration 0F: 3 clusters Score -169632.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -170315.390625 Penalty: 2344.474854
	Iteration 1F: 3 clusters Score -170315.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -170706.093750 Penalty: 2344.474854
	Iteration 2F: 3 clusters Score -170706.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -170982.812500 Penalty: 2344.474854
	Iteration 3F: 3 clusters Score -170982.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -171180.828125 Penalty: 2344.474854
	Iteration 4F: 3 clusters Score -171180.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -171277.171875 Penalty: 2344.474854
	Iteration 5Q: 3 clusters Score -171277.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -171337.515625 Penalty: 2344.474854
	Iteration 6Q: 3 clusters Score -171337.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -171363.437500 Penalty: 2344.474854
	Iteration 7Q: 3 clusters Score -171363.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -171377.031250 Penalty: 2344.474854
	Iteration 8Q: 3 clusters Score -171377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -171388.000000 Penalty: 2344.474854
	Iteration 9Q: 3 clusters Score -171388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -171393.328125 Penalty: 2344.474854
	Iteration 10Q: 3 clusters Score -171393.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -171402.781250 Penalty: 2344.474854
	Iteration 11Q: 3 clusters Score -171402.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -171408.562500 Penalty: 2344.474854
	Iteration 12Q: 3 clusters Score -171408.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -171415.437500 Penalty: 2344.474854
	Iteration 13Q: 3 clusters Score -171415.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -171419.234375 Penalty: 2344.474854
	Iteration 14Q: 3 clusters Score -171419.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -171421.484375 Penalty: 2344.474854
	Iteration 15Q: 3 clusters Score -171421.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -171421.484375 Penalty: 2344.474854
	Iteration 16F: 3 clusters Score -171421.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16511 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10741 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22470 members 
Mstep: Class 13 contains 8227 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13289 members 
Mstep: Class 26 contains 8088 members 
Mstep: Class 27 contains 12433 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11862 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24717 members 
Mstep: Class 44 contains 16336 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12713 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 816 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23024 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Mstep: Class 81 contains 542 members 
Entering Unmasked Estep 
Score: -85943784.000000 Penalty: 175152.437500
Splitting cluster 65 changes total score from -85944456.000000 to -85943784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (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: -225323.640625 Penalty: 1204.476074
	Iteration 0F: 2 clusters Score -225323.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -223482.406250 Penalty: 2408.952148
	Iteration 0F: 3 clusters Score -223482.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -223920.093750 Penalty: 2408.952148
	Iteration 1F: 3 clusters Score -223920.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -224075.500000 Penalty: 2408.952148
	Iteration 2F: 3 clusters Score -224075.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -224206.828125 Penalty: 2408.952148
	Iteration 3F: 3 clusters Score -224206.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -224279.250000 Penalty: 2408.952148
	Iteration 4Q: 3 clusters Score -224279.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -224326.093750 Penalty: 2408.952148
	Iteration 5Q: 3 clusters Score -224326.1 nChanged 40
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: -224361.609375 Penalty: 2408.952148
	Iteration 6Q: 3 clusters Score -224361.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -224396.625000 Penalty: 2408.952148
	Iteration 7Q: 3 clusters Score -224396.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -224425.781250 Penalty: 2408.952148
	Iteration 8Q: 3 clusters Score -224425.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -224444.234375 Penalty: 2408.952148
	Iteration 9Q: 3 clusters Score -224444.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -224465.265625 Penalty: 2408.952148
	Iteration 10Q: 3 clusters Score -224465.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -224489.921875 Penalty: 2408.952148
	Iteration 11Q: 3 clusters Score -224489.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -224514.375000 Penalty: 2408.952148
	Iteration 12Q: 3 clusters Score -224514.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -224540.359375 Penalty: 2408.952148
	Iteration 13Q: 3 clusters Score -224540.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -224565.296875 Penalty: 2408.952148
	Iteration 14Q: 3 clusters Score -224565.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -224591.250000 Penalty: 2408.952148
	Iteration 15Q: 3 clusters Score -224591.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -224609.765625 Penalty: 2408.952148
	Iteration 16Q: 3 clusters Score -224609.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -224615.687500 Penalty: 2408.952148
	Iteration 17Q: 3 clusters Score -224615.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -224622.109375 Penalty: 2408.952148
	Iteration 18Q: 3 clusters Score -224622.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -224627.828125 Penalty: 2408.952148
	Iteration 19Q: 3 clusters Score -224627.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -224634.578125 Penalty: 2408.952148
	Iteration 20F: 3 clusters Score -224634.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -224638.468750 Penalty: 2408.952148
	Iteration 21Q: 3 clusters Score -224638.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -224643.937500 Penalty: 2408.952148
	Iteration 22Q: 3 clusters Score -224643.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -224655.093750 Penalty: 2408.952148
	Iteration 23Q: 3 clusters Score -224655.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -224673.078125 Penalty: 2408.952148
	Iteration 24Q: 3 clusters Score -224673.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -224693.656250 Penalty: 2408.952148
	Iteration 25Q: 3 clusters Score -224693.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -224715.828125 Penalty: 2408.952148
	Iteration 26Q: 3 clusters Score -224715.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -224730.234375 Penalty: 2408.952148
	Iteration 27Q: 3 clusters Score -224730.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -224738.968750 Penalty: 2408.952148
	Iteration 28Q: 3 clusters Score -224739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -224745.953125 Penalty: 2408.952148
	Iteration 29Q: 3 clusters Score -224746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -224755.625000 Penalty: 2408.952148
	Iteration 30Q: 3 clusters Score -224755.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -224759.734375 Penalty: 2408.952148
	Iteration 31Q: 3 clusters Score -224759.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -224762.750000 Penalty: 2408.952148
	Iteration 32Q: 3 clusters Score -224762.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -224765.734375 Penalty: 2408.952148
	Iteration 33Q: 3 clusters Score -224765.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -224768.171875 Penalty: 2408.952148
	Iteration 34Q: 3 clusters Score -224768.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -224768.781250 Penalty: 2408.952148
	Iteration 35Q: 3 clusters Score -224768.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -224769.750000 Penalty: 2408.952148
	Iteration 36Q: 3 clusters Score -224769.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -224770.515625 Penalty: 2408.952148
	Iteration 37Q: 3 clusters Score -224770.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -224770.640625 Penalty: 2408.952148
	Iteration 38Q: 3 clusters Score -224770.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -224772.281250 Penalty: 2408.952148
	Iteration 39Q: 3 clusters Score -224772.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -224773.421875 Penalty: 2408.952148
	Iteration 40F: 3 clusters Score -224773.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -224774.203125 Penalty: 2408.952148
	Iteration 41Q: 3 clusters Score -224774.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -224775.906250 Penalty: 2408.952148
	Iteration 42Q: 3 clusters Score -224775.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -224777.421875 Penalty: 2408.952148
	Iteration 43Q: 3 clusters Score -224777.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -224778.234375 Penalty: 2408.952148
	Iteration 44Q: 3 clusters Score -224778.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -224779.578125 Penalty: 2408.952148
	Iteration 45Q: 3 clusters Score -224779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -224781.703125 Penalty: 2408.952148
	Iteration 46Q: 3 clusters Score -224781.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -224782.843750 Penalty: 2408.952148
	Iteration 47Q: 3 clusters Score -224782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -224784.437500 Penalty: 2408.952148
	Iteration 48Q: 3 clusters Score -224784.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -224784.875000 Penalty: 2408.952148
	Iteration 49Q: 3 clusters Score -224784.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -224786.375000 Penalty: 2408.952148
	Iteration 50Q: 3 clusters Score -224786.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -224786.578125 Penalty: 2408.952148
	Iteration 51Q: 3 clusters Score -224786.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -224786.578125 Penalty: 2408.952148
	Iteration 52F: 3 clusters Score -224786.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -145235.828125 Penalty: 1146.628418
	Iteration 0F: 2 clusters Score -145235.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -143728.859375 Penalty: 2293.256836
	Iteration 0F: 3 clusters Score -143728.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -144119.781250 Penalty: 2293.256836
	Iteration 1F: 3 clusters Score -144119.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -144232.093750 Penalty: 2293.256836
	Iteration 2F: 3 clusters Score -144232.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -144303.578125 Penalty: 2293.256836
	Iteration 3F: 3 clusters Score -144303.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -144331.843750 Penalty: 2293.256836
	Iteration 4Q: 3 clusters Score -144331.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -144343.468750 Penalty: 2293.256836
	Iteration 5Q: 3 clusters Score -144343.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -144352.843750 Penalty: 2293.256836
	Iteration 6Q: 3 clusters Score -144352.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -144360.906250 Penalty: 2293.256836
	Iteration 7Q: 3 clusters Score -144360.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -144362.921875 Penalty: 2293.256836
	Iteration 8Q: 3 clusters Score -144362.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -144364.015625 Penalty: 2293.256836
	Iteration 9Q: 3 clusters Score -144364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -144365.656250 Penalty: 2293.256836
	Iteration 10Q: 3 clusters Score -144365.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -144373.265625 Penalty: 2293.256836
	Iteration 11Q: 3 clusters Score -144373.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -144377.484375 Penalty: 2293.256836
	Iteration 12Q: 3 clusters Score -144377.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -144380.625000 Penalty: 2293.256836
	Iteration 13Q: 3 clusters Score -144380.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -144383.328125 Penalty: 2293.256836
	Iteration 14Q: 3 clusters Score -144383.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -144387.734375 Penalty: 2293.256836
	Iteration 15Q: 3 clusters Score -144387.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -144394.046875 Penalty: 2293.256836
	Iteration 16Q: 3 clusters Score -144394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -144399.328125 Penalty: 2293.256836
	Iteration 17Q: 3 clusters Score -144399.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -144405.062500 Penalty: 2293.256836
	Iteration 18Q: 3 clusters Score -144405.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -144413.437500 Penalty: 2293.256836
	Iteration 19Q: 3 clusters Score -144413.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -144421.765625 Penalty: 2293.256836
	Iteration 20F: 3 clusters Score -144421.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -144428.109375 Penalty: 2293.256836
	Iteration 21Q: 3 clusters Score -144428.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -144431.906250 Penalty: 2293.256836
	Iteration 22Q: 3 clusters Score -144431.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -144434.671875 Penalty: 2293.256836
	Iteration 23Q: 3 clusters Score -144434.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -144436.984375 Penalty: 2293.256836
	Iteration 24Q: 3 clusters Score -144437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -144437.812500 Penalty: 2293.256836
	Iteration 25Q: 3 clusters Score -144437.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -144439.421875 Penalty: 2293.256836
	Iteration 26Q: 3 clusters Score -144439.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -144441.984375 Penalty: 2293.256836
	Iteration 27Q: 3 clusters Score -144442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -144443.781250 Penalty: 2293.256836
	Iteration 28Q: 3 clusters Score -144443.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -144446.000000 Penalty: 2293.256836
	Iteration 29Q: 3 clusters Score -144446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -144446.859375 Penalty: 2293.256836
	Iteration 30Q: 3 clusters Score -144446.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -144447.187500 Penalty: 2293.256836
	Iteration 31Q: 3 clusters Score -144447.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -144448.296875 Penalty: 2293.256836
	Iteration 32Q: 3 clusters Score -144448.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -144448.296875 Penalty: 2293.256836
	Iteration 33F: 3 clusters Score -144448.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -142559.609375 Penalty: 1143.944824
	Iteration 0F: 2 clusters Score -142559.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -141044.421875 Penalty: 2287.889648
	Iteration 0F: 3 clusters Score -141044.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -141389.203125 Penalty: 2287.889648
	Iteration 1F: 3 clusters Score -141389.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -141520.265625 Penalty: 2287.889648
	Iteration 2F: 3 clusters Score -141520.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -141689.125000 Penalty: 2287.889648
	Iteration 3F: 3 clusters Score -141689.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -141882.062500 Penalty: 2287.889648
	Iteration 4F: 3 clusters Score -141882.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -142041.875000 Penalty: 2287.889648
	Iteration 5F: 3 clusters Score -142041.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -142175.828125 Penalty: 2287.889648
	Iteration 6F: 3 clusters Score -142175.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -142268.640625 Penalty: 2287.889648
	Iteration 7Q: 3 clusters Score -142268.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -142320.828125 Penalty: 2287.889648
	Iteration 8Q: 3 clusters Score -142320.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -142358.312500 Penalty: 2287.889648
	Iteration 9Q: 3 clusters Score -142358.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -142369.328125 Penalty: 2287.889648
	Iteration 10Q: 3 clusters Score -142369.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -142371.109375 Penalty: 2287.889648
	Iteration 11Q: 3 clusters Score -142371.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -142371.109375 Penalty: 2287.889648
	Iteration 12F: 3 clusters Score -142371.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (23024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Entering Unmasked Estep 
Score: -3505208.500000 Penalty: 1632.197510
	Iteration 0F: 2 clusters Score -3505208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3491244.500000 Penalty: 3264.395020
	Iteration 0F: 3 clusters Score -3491244 nChanged 10547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3496926.750000 Penalty: 3264.395020
	Iteration 1F: 3 clusters Score -3496927 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3497284.250000 Penalty: 3264.395020
	Iteration 2Q: 3 clusters Score -3497284 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -3497625.000000 Penalty: 3264.395020
	Iteration 3Q: 3 clusters Score -3497625 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -3497919.000000 Penalty: 3264.395020
	Iteration 4Q: 3 clusters Score -3497919 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -3498171.000000 Penalty: 3264.395020
	Iteration 5Q: 3 clusters Score -3498171 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3498490.500000 Penalty: 3264.395020
	Iteration 6Q: 3 clusters Score -3498490 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3498819.250000 Penalty: 3264.395020
	Iteration 7Q: 3 clusters Score -3498819 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3499216.000000 Penalty: 3264.395020
	Iteration 8Q: 3 clusters Score -3499216 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3499691.000000 Penalty: 3264.395020
	Iteration 9Q: 3 clusters Score -3499691 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -3500313.500000 Penalty: 3264.395020
	Iteration 10Q: 3 clusters Score -3500314 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3500956.250000 Penalty: 3264.395020
	Iteration 11Q: 3 clusters Score -3500956 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -3501448.750000 Penalty: 3264.395020
	Iteration 12Q: 3 clusters Score -3501449 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3501747.000000 Penalty: 3264.395020
	Iteration 13Q: 3 clusters Score -3501747 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -3501865.250000 Penalty: 3264.395020
	Iteration 14Q: 3 clusters Score -3501865 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3501959.500000 Penalty: 3264.395020
	Iteration 15Q: 3 clusters Score -3501960 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -3502015.250000 Penalty: 3264.395020
	Iteration 16Q: 3 clusters Score -3502015 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -3502108.250000 Penalty: 3264.395020
	Iteration 17Q: 3 clusters Score -3502108 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -3502209.750000 Penalty: 3264.395020
	Iteration 18Q: 3 clusters Score -3502210 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -3502310.500000 Penalty: 3264.395020
	Iteration 19Q: 3 clusters Score -3502310 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -3502425.500000 Penalty: 3264.395020
	Iteration 20F: 3 clusters Score -3502426 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -3502579.500000 Penalty: 3264.395020
	Iteration 21Q: 3 clusters Score -3502580 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -3502753.500000 Penalty: 3264.395020
	Iteration 22Q: 3 clusters Score -3502754 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3502935.500000 Penalty: 3264.395020
	Iteration 23Q: 3 clusters Score -3502936 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -3503180.250000 Penalty: 3264.395020
	Iteration 24Q: 3 clusters Score -3503180 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -3503482.250000 Penalty: 3264.395020
	Iteration 25Q: 3 clusters Score -3503482 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -3503757.500000 Penalty: 3264.395020
	Iteration 26Q: 3 clusters Score -3503758 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -3504016.500000 Penalty: 3264.395020
	Iteration 27Q: 3 clusters Score -3504016 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -3504219.500000 Penalty: 3264.395020
	Iteration 28Q: 3 clusters Score -3504220 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -3504358.500000 Penalty: 3264.395020
	Iteration 29Q: 3 clusters Score -3504358 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -3504463.500000 Penalty: 3264.395020
	Iteration 30Q: 3 clusters Score -3504464 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3504516.500000 Penalty: 3264.395020
	Iteration 31Q: 3 clusters Score -3504516 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -3504526.250000 Penalty: 3264.395020
	Iteration 32Q: 3 clusters Score -3504526 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -3504537.250000 Penalty: 3264.395020
	Iteration 33Q: 3 clusters Score -3504537 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3504542.000000 Penalty: 3264.395020
	Iteration 34Q: 3 clusters Score -3504542 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -3504536.500000 Penalty: 3264.395020
	Iteration 35Q: 3 clusters Score -3504536 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3504523.250000 Penalty: 3264.395020
	Iteration 36Q: 3 clusters Score -3504523 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3504493.500000 Penalty: 3264.395020
	Iteration 37Q: 3 clusters Score -3504494 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3504498.500000 Penalty: 3264.395020
	Iteration 38Q: 3 clusters Score -3504498 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3504493.500000 Penalty: 3264.395020
	Iteration 39Q: 3 clusters Score -3504494 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3504533.000000 Penalty: 3264.395020
	Iteration 40F: 3 clusters Score -3504533 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3504540.000000 Penalty: 3264.395020
	Iteration 41Q: 3 clusters Score -3504540 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3504515.000000 Penalty: 3264.395020
	Iteration 42Q: 3 clusters Score -3504515 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3504495.750000 Penalty: 3264.395020
	Iteration 43Q: 3 clusters Score -3504496 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3504485.000000 Penalty: 3264.395020
	Iteration 44Q: 3 clusters Score -3504485 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3504473.250000 Penalty: 3264.395020
	Iteration 45Q: 3 clusters Score -3504473 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3504463.500000 Penalty: 3264.395020
	Iteration 46Q: 3 clusters Score -3504464 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3504455.000000 Penalty: 3264.395020
	Iteration 47Q: 3 clusters Score -3504455 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3504457.750000 Penalty: 3264.395020
	Iteration 48Q: 3 clusters Score -3504458 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3504446.000000 Penalty: 3264.395020
	Iteration 49Q: 3 clusters Score -3504446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3504441.250000 Penalty: 3264.395020
	Iteration 50Q: 3 clusters Score -3504441 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3504438.750000 Penalty: 3264.395020
	Iteration 51Q: 3 clusters Score -3504439 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3504418.250000 Penalty: 3264.395020
	Iteration 52Q: 3 clusters Score -3504418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3504401.000000 Penalty: 3264.395020
	Iteration 53Q: 3 clusters Score -3504401 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3504382.000000 Penalty: 3264.395020
	Iteration 54Q: 3 clusters Score -3504382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3504375.000000 Penalty: 3264.395020
	Iteration 55Q: 3 clusters Score -3504375 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3504359.000000 Penalty: 3264.395020
	Iteration 56Q: 3 clusters Score -3504359 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3504353.500000 Penalty: 3264.395020
	Iteration 57Q: 3 clusters Score -3504354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3504344.000000 Penalty: 3264.395020
	Iteration 58Q: 3 clusters Score -3504344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3504327.250000 Penalty: 3264.395020
	Iteration 59Q: 3 clusters Score -3504327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3504332.750000 Penalty: 3264.395020
	Iteration 60F: 3 clusters Score -3504333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3504321.250000 Penalty: 3264.395020
	Iteration 61Q: 3 clusters Score -3504321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3504311.000000 Penalty: 3264.395020
	Iteration 62Q: 3 clusters Score -3504311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3504310.750000 Penalty: 3264.395020
	Iteration 63Q: 3 clusters Score -3504311 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3504299.250000 Penalty: 3264.395020
	Iteration 64Q: 3 clusters Score -3504299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3504289.000000 Penalty: 3264.395020
	Iteration 65Q: 3 clusters Score -3504289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3504282.250000 Penalty: 3264.395020
	Iteration 66Q: 3 clusters Score -3504282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3504281.750000 Penalty: 3264.395020
	Iteration 67Q: 3 clusters Score -3504282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3504278.500000 Penalty: 3264.395020
	Iteration 68Q: 3 clusters Score -3504278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3504273.750000 Penalty: 3264.395020
	Iteration 69Q: 3 clusters Score -3504274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3504266.500000 Penalty: 3264.395020
	Iteration 70Q: 3 clusters Score -3504266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3504257.500000 Penalty: 3264.395020
	Iteration 71Q: 3 clusters Score -3504258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3504251.750000 Penalty: 3264.395020
	Iteration 72Q: 3 clusters Score -3504252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3504256.750000 Penalty: 3264.395020
	Iteration 73Q: 3 clusters Score -3504257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3504247.750000 Penalty: 3264.395020
	Iteration 74Q: 3 clusters Score -3504248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3504248.750000 Penalty: 3264.395020
	Iteration 75Q: 3 clusters Score -3504249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3504247.750000 Penalty: 3264.395020
	Iteration 76Q: 3 clusters Score -3504248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3504247.500000 Penalty: 3264.395020
	Iteration 77Q: 3 clusters Score -3504248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3504246.250000 Penalty: 3264.395020
	Iteration 78Q: 3 clusters Score -3504246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3504243.750000 Penalty: 3264.395020
	Iteration 79Q: 3 clusters Score -3504244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3504239.750000 Penalty: 3264.395020
	Iteration 80F: 3 clusters Score -3504240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3504236.750000 Penalty: 3264.395020
	Iteration 81Q: 3 clusters Score -3504237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3504233.500000 Penalty: 3264.395020
	Iteration 82Q: 3 clusters Score -3504234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3504235.750000 Penalty: 3264.395020
	Iteration 83Q: 3 clusters Score -3504236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3504229.250000 Penalty: 3264.395020
	Iteration 84Q: 3 clusters Score -3504229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3504233.500000 Penalty: 3264.395020
	Iteration 85Q: 3 clusters Score -3504234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3504230.750000 Penalty: 3264.395020
	Iteration 86Q: 3 clusters Score -3504231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3504234.500000 Penalty: 3264.395020
	Iteration 87Q: 3 clusters Score -3504234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3504232.750000 Penalty: 3264.395020
	Iteration 88Q: 3 clusters Score -3504233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3504233.500000 Penalty: 3264.395020
	Iteration 89Q: 3 clusters Score -3504234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3504223.500000 Penalty: 3264.395020
	Iteration 90Q: 3 clusters Score -3504224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3504218.500000 Penalty: 3264.395020
	Iteration 91Q: 3 clusters Score -3504218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3504216.750000 Penalty: 3264.395020
	Iteration 92Q: 3 clusters Score -3504217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3504215.750000 Penalty: 3264.395020
	Iteration 93Q: 3 clusters Score -3504216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3504215.250000 Penalty: 3264.395020
	Iteration 94Q: 3 clusters Score -3504215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3504211.750000 Penalty: 3264.395020
	Iteration 95Q: 3 clusters Score -3504212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3504209.500000 Penalty: 3264.395020
	Iteration 96Q: 3 clusters Score -3504210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3504213.250000 Penalty: 3264.395020
	Iteration 97Q: 3 clusters Score -3504213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3504209.750000 Penalty: 3264.395020
	Iteration 98Q: 3 clusters Score -3504210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3504201.750000 Penalty: 3264.395020
	Iteration 99Q: 3 clusters Score -3504202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3504193.000000 Penalty: 3264.395020
	Iteration 100F: 3 clusters Score -3504193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3504187.500000 Penalty: 3264.395020
	Iteration 101Q: 3 clusters Score -3504188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3504180.500000 Penalty: 3264.395020
	Iteration 102Q: 3 clusters Score -3504180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3504164.250000 Penalty: 3264.395020
	Iteration 103Q: 3 clusters Score -3504164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3504172.500000 Penalty: 3264.395020
	Iteration 104Q: 3 clusters Score -3504172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3504161.250000 Penalty: 3264.395020
	Iteration 105Q: 3 clusters Score -3504161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3504150.000000 Penalty: 3264.395020
	Iteration 106Q: 3 clusters Score -3504150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3504148.250000 Penalty: 3264.395020
	Iteration 107Q: 3 clusters Score -3504148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3504145.250000 Penalty: 3264.395020
	Iteration 108Q: 3 clusters Score -3504145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3504147.500000 Penalty: 3264.395020
	Iteration 109Q: 3 clusters Score -3504148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3504153.000000 Penalty: 3264.395020
	Iteration 110Q: 3 clusters Score -3504153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3504158.250000 Penalty: 3264.395020
	Iteration 111Q: 3 clusters Score -3504158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3504154.250000 Penalty: 3264.395020
	Iteration 112Q: 3 clusters Score -3504154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3504147.250000 Penalty: 3264.395020
	Iteration 113Q: 3 clusters Score -3504147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3504146.250000 Penalty: 3264.395020
	Iteration 114Q: 3 clusters Score -3504146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3504151.250000 Penalty: 3264.395020
	Iteration 115Q: 3 clusters Score -3504151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3504151.250000 Penalty: 3264.395020
	Iteration 116Q: 3 clusters Score -3504151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3504151.250000 Penalty: 3264.395020
	Iteration 117Q: 3 clusters Score -3504151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3504154.750000 Penalty: 3264.395020
	Iteration 118Q: 3 clusters Score -3504155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3504154.500000 Penalty: 3264.395020
	Iteration 119Q: 3 clusters Score -3504154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3504156.500000 Penalty: 3264.395020
	Iteration 120F: 3 clusters Score -3504156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3504162.750000 Penalty: 3264.395020
	Iteration 121Q: 3 clusters Score -3504163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3504153.000000 Penalty: 3264.395020
	Iteration 122Q: 3 clusters Score -3504153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3504151.000000 Penalty: 3264.395020
	Iteration 123Q: 3 clusters Score -3504151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3504153.250000 Penalty: 3264.395020
	Iteration 124Q: 3 clusters Score -3504153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3504149.500000 Penalty: 3264.395020
	Iteration 125Q: 3 clusters Score -3504150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3504150.500000 Penalty: 3264.395020
	Iteration 126Q: 3 clusters Score -3504150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3504152.750000 Penalty: 3264.395020
	Iteration 127Q: 3 clusters Score -3504153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3504149.500000 Penalty: 3264.395020
	Iteration 128Q: 3 clusters Score -3504150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3504146.250000 Penalty: 3264.395020
	Iteration 129Q: 3 clusters Score -3504146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3504148.500000 Penalty: 3264.395020
	Iteration 130Q: 3 clusters Score -3504148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3504143.750000 Penalty: 3264.395020
	Iteration 131Q: 3 clusters Score -3504144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3504140.750000 Penalty: 3264.395020
	Iteration 132Q: 3 clusters Score -3504141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3504144.000000 Penalty: 3264.395020
	Iteration 133Q: 3 clusters Score -3504144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3504142.000000 Penalty: 3264.395020
	Iteration 134Q: 3 clusters Score -3504142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3504148.750000 Penalty: 3264.395020
	Iteration 135Q: 3 clusters Score -3504149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3504150.500000 Penalty: 3264.395020
	Iteration 136Q: 3 clusters Score -3504150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3504139.250000 Penalty: 3264.395020
	Iteration 137Q: 3 clusters Score -3504139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3504139.750000 Penalty: 3264.395020
	Iteration 138Q: 3 clusters Score -3504140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3504138.750000 Penalty: 3264.395020
	Iteration 139Q: 3 clusters Score -3504139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3504145.750000 Penalty: 3264.395020
	Iteration 140F: 3 clusters Score -3504146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3504143.250000 Penalty: 3264.395020
	Iteration 141Q: 3 clusters Score -3504143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3504140.250000 Penalty: 3264.395020
	Iteration 142Q: 3 clusters Score -3504140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3504140.000000 Penalty: 3264.395020
	Iteration 143Q: 3 clusters Score -3504140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3504135.250000 Penalty: 3264.395020
	Iteration 144Q: 3 clusters Score -3504135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3504135.750000 Penalty: 3264.395020
	Iteration 145Q: 3 clusters Score -3504136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3504135.750000 Penalty: 3264.395020
	Iteration 146F: 3 clusters Score -3504136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (14767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Entering Unmasked Estep 
Score: -2247389.500000 Penalty: 1560.024414
	Iteration 0F: 2 clusters Score -2247390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2237541.500000 Penalty: 3120.048828
	Iteration 0F: 3 clusters Score -2237542 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2241088.000000 Penalty: 3120.048828
	Iteration 1F: 3 clusters Score -2241088 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2241607.000000 Penalty: 3120.048828
	Iteration 2F: 3 clusters Score -2241607 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2242224.750000 Penalty: 3120.048828
	Iteration 3F: 3 clusters Score -2242225 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2242939.000000 Penalty: 3120.048828
	Iteration 4F: 3 clusters Score -2242939 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2243735.500000 Penalty: 3120.048828
	Iteration 5F: 3 clusters Score -2243736 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2244334.000000 Penalty: 3120.048828
	Iteration 6F: 3 clusters Score -2244334 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2244836.500000 Penalty: 3120.048828
	Iteration 7Q: 3 clusters Score -2244836 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2245244.250000 Penalty: 3120.048828
	Iteration 8Q: 3 clusters Score -2245244 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2245541.750000 Penalty: 3120.048828
	Iteration 9Q: 3 clusters Score -2245542 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2245764.000000 Penalty: 3120.048828
	Iteration 10Q: 3 clusters Score -2245764 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2245895.250000 Penalty: 3120.048828
	Iteration 11Q: 3 clusters Score -2245895 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2245975.000000 Penalty: 3120.048828
	Iteration 12Q: 3 clusters Score -2245975 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2246020.000000 Penalty: 3120.048828
	Iteration 13Q: 3 clusters Score -2246020 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2246047.500000 Penalty: 3120.048828
	Iteration 14Q: 3 clusters Score -2246048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2246074.000000 Penalty: 3120.048828
	Iteration 15Q: 3 clusters Score -2246074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2246084.500000 Penalty: 3120.048828
	Iteration 16Q: 3 clusters Score -2246084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2246093.250000 Penalty: 3120.048828
	Iteration 17Q: 3 clusters Score -2246093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2246098.000000 Penalty: 3120.048828
	Iteration 18Q: 3 clusters Score -2246098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2246098.250000 Penalty: 3120.048828
	Iteration 19Q: 3 clusters Score -2246098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2246103.000000 Penalty: 3120.048828
	Iteration 20F: 3 clusters Score -2246103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2246103.250000 Penalty: 3120.048828
	Iteration 21Q: 3 clusters Score -2246103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2246103.250000 Penalty: 3120.048828
	Iteration 22F: 3 clusters Score -2246103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (17974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Entering Unmasked Estep 
Score: -2755167.500000 Penalty: 1591.960693
	Iteration 0F: 2 clusters Score -2755168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2743462.500000 Penalty: 3183.921387
	Iteration 0F: 3 clusters Score -2743462 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2747872.250000 Penalty: 3183.921387
	Iteration 1F: 3 clusters Score -2747872 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2748256.250000 Penalty: 3183.921387
	Iteration 2F: 3 clusters Score -2748256 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2748641.250000 Penalty: 3183.921387
	Iteration 3F: 3 clusters Score -2748641 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2748983.500000 Penalty: 3183.921387
	Iteration 4F: 3 clusters Score -2748984 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2749295.500000 Penalty: 3183.921387
	Iteration 5Q: 3 clusters Score -2749296 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2749609.000000 Penalty: 3183.921387
	Iteration 6Q: 3 clusters Score -2749609 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2749909.500000 Penalty: 3183.921387
	Iteration 7Q: 3 clusters Score -2749910 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2750238.250000 Penalty: 3183.921387
	Iteration 8Q: 3 clusters Score -2750238 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2750580.750000 Penalty: 3183.921387
	Iteration 9Q: 3 clusters Score -2750581 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2750958.500000 Penalty: 3183.921387
	Iteration 10Q: 3 clusters Score -2750958 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2751397.000000 Penalty: 3183.921387
	Iteration 11Q: 3 clusters Score -2751397 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2751884.500000 Penalty: 3183.921387
	Iteration 12Q: 3 clusters Score -2751884 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2752311.500000 Penalty: 3183.921387
	Iteration 13Q: 3 clusters Score -2752312 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2752664.000000 Penalty: 3183.921387
	Iteration 14Q: 3 clusters Score -2752664 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2752938.750000 Penalty: 3183.921387
	Iteration 15Q: 3 clusters Score -2752939 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2753155.250000 Penalty: 3183.921387
	Iteration 16Q: 3 clusters Score -2753155 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2753302.000000 Penalty: 3183.921387
	Iteration 17Q: 3 clusters Score -2753302 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2753427.250000 Penalty: 3183.921387
	Iteration 18Q: 3 clusters Score -2753427 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2753530.500000 Penalty: 3183.921387
	Iteration 19Q: 3 clusters Score -2753530 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2753622.000000 Penalty: 3183.921387
	Iteration 20F: 3 clusters Score -2753622 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2753685.250000 Penalty: 3183.921387
	Iteration 21Q: 3 clusters Score -2753685 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2753738.500000 Penalty: 3183.921387
	Iteration 22Q: 3 clusters Score -2753738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2753754.250000 Penalty: 3183.921387
	Iteration 23Q: 3 clusters Score -2753754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2753768.750000 Penalty: 3183.921387
	Iteration 24Q: 3 clusters Score -2753769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2753777.500000 Penalty: 3183.921387
	Iteration 25Q: 3 clusters Score -2753778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2753783.500000 Penalty: 3183.921387
	Iteration 26Q: 3 clusters Score -2753784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2753795.500000 Penalty: 3183.921387
	Iteration 27Q: 3 clusters Score -2753796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2753798.750000 Penalty: 3183.921387
	Iteration 28Q: 3 clusters Score -2753799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2753803.750000 Penalty: 3183.921387
	Iteration 29Q: 3 clusters Score -2753804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2753810.000000 Penalty: 3183.921387
	Iteration 30Q: 3 clusters Score -2753810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2753812.500000 Penalty: 3183.921387
	Iteration 31Q: 3 clusters Score -2753812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2753812.500000 Penalty: 3183.921387
	Iteration 32Q: 3 clusters Score -2753812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2753812.500000 Penalty: 3183.921387
	Iteration 33F: 3 clusters Score -2753812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (20434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Entering Unmasked Estep 
Score: -3116441.750000 Penalty: 1612.805298
	Iteration 0F: 2 clusters Score -3116442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -3103680.500000 Penalty: 3225.610596
	Iteration 0F: 3 clusters Score -3103680 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -3108706.750000 Penalty: 3225.610596
	Iteration 1F: 3 clusters Score -3108707 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -3108982.250000 Penalty: 3225.610596
	Iteration 2Q: 3 clusters Score -3108982 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -3109250.750000 Penalty: 3225.610596
	Iteration 3Q: 3 clusters Score -3109251 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -3109475.500000 Penalty: 3225.610596
	Iteration 4Q: 3 clusters Score -3109476 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -3109673.500000 Penalty: 3225.610596
	Iteration 5Q: 3 clusters Score -3109674 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -3109940.250000 Penalty: 3225.610596
	Iteration 6Q: 3 clusters Score -3109940 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -3110214.750000 Penalty: 3225.610596
	Iteration 7Q: 3 clusters Score -3110215 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -3110506.000000 Penalty: 3225.610596
	Iteration 8Q: 3 clusters Score -3110506 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -3110848.750000 Penalty: 3225.610596
	Iteration 9Q: 3 clusters Score -3110849 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -3111289.750000 Penalty: 3225.610596
	Iteration 10Q: 3 clusters Score -3111290 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -3111805.750000 Penalty: 3225.610596
	Iteration 11Q: 3 clusters Score -3111806 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3112437.000000 Penalty: 3225.610596
	Iteration 12F: 3 clusters Score -3112437 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3113086.250000 Penalty: 3225.610596
	Iteration 13Q: 3 clusters Score -3113086 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3113753.500000 Penalty: 3225.610596
	Iteration 14Q: 3 clusters Score -3113754 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3114359.750000 Penalty: 3225.610596
	Iteration 15Q: 3 clusters Score -3114360 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3114702.000000 Penalty: 3225.610596
	Iteration 16Q: 3 clusters Score -3114702 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3114877.250000 Penalty: 3225.610596
	Iteration 17Q: 3 clusters Score -3114877 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3114967.500000 Penalty: 3225.610596
	Iteration 18Q: 3 clusters Score -3114968 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3115027.000000 Penalty: 3225.610596
	Iteration 19Q: 3 clusters Score -3115027 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3115048.250000 Penalty: 3225.610596
	Iteration 20F: 3 clusters Score -3115048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3115061.500000 Penalty: 3225.610596
	Iteration 21Q: 3 clusters Score -3115062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3115076.000000 Penalty: 3225.610596
	Iteration 22Q: 3 clusters Score -3115076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3115087.250000 Penalty: 3225.610596
	Iteration 23Q: 3 clusters Score -3115087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3115088.750000 Penalty: 3225.610596
	Iteration 24Q: 3 clusters Score -3115089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3115092.250000 Penalty: 3225.610596
	Iteration 25Q: 3 clusters Score -3115092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3115089.750000 Penalty: 3225.610596
	Iteration 26Q: 3 clusters Score -3115090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3115090.250000 Penalty: 3225.610596
	Iteration 27Q: 3 clusters Score -3115090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3115094.750000 Penalty: 3225.610596
	Iteration 28Q: 3 clusters Score -3115095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3115091.250000 Penalty: 3225.610596
	Iteration 29Q: 3 clusters Score -3115091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3115089.500000 Penalty: 3225.610596
	Iteration 30Q: 3 clusters Score -3115090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3115090.000000 Penalty: 3225.610596
	Iteration 31Q: 3 clusters Score -3115090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3115090.000000 Penalty: 3225.610596
	Iteration 32F: 3 clusters Score -3115090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -156792.906250 Penalty: 1133.352783
	Iteration 0F: 2 clusters Score -156792.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -155306.984375 Penalty: 2266.705566
	Iteration 0F: 3 clusters Score -155307 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -155565.531250 Penalty: 2266.705566
	Iteration 1F: 3 clusters Score -155565.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -155622.656250 Penalty: 2266.705566
	Iteration 2F: 3 clusters Score -155622.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -155651.531250 Penalty: 2266.705566
	Iteration 3Q: 3 clusters Score -155651.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -155670.265625 Penalty: 2266.705566
	Iteration 4Q: 3 clusters Score -155670.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -155687.703125 Penalty: 2266.705566
	Iteration 5Q: 3 clusters Score -155687.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -155698.109375 Penalty: 2266.705566
	Iteration 6Q: 3 clusters Score -155698.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -155707.218750 Penalty: 2266.705566
	Iteration 7Q: 3 clusters Score -155707.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -155713.343750 Penalty: 2266.705566
	Iteration 8Q: 3 clusters Score -155713.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -155716.906250 Penalty: 2266.705566
	Iteration 9Q: 3 clusters Score -155716.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -155721.125000 Penalty: 2266.705566
	Iteration 10Q: 3 clusters Score -155721.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -155727.953125 Penalty: 2266.705566
	Iteration 11Q: 3 clusters Score -155728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -155739.109375 Penalty: 2266.705566
	Iteration 12Q: 3 clusters Score -155739.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -155748.968750 Penalty: 2266.705566
	Iteration 13Q: 3 clusters Score -155749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -155754.187500 Penalty: 2266.705566
	Iteration 14Q: 3 clusters Score -155754.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -155755.750000 Penalty: 2266.705566
	Iteration 15Q: 3 clusters Score -155755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -155758.156250 Penalty: 2266.705566
	Iteration 16Q: 3 clusters Score -155758.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -155764.562500 Penalty: 2266.705566
	Iteration 17Q: 3 clusters Score -155764.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -155771.000000 Penalty: 2266.705566
	Iteration 18Q: 3 clusters Score -155771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -155778.453125 Penalty: 2266.705566
	Iteration 19Q: 3 clusters Score -155778.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -155786.062500 Penalty: 2266.705566
	Iteration 20F: 3 clusters Score -155786.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -155791.031250 Penalty: 2266.705566
	Iteration 21Q: 3 clusters Score -155791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -155792.328125 Penalty: 2266.705566
	Iteration 22Q: 3 clusters Score -155792.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -155795.296875 Penalty: 2266.705566
	Iteration 23Q: 3 clusters Score -155795.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -155799.140625 Penalty: 2266.705566
	Iteration 24Q: 3 clusters Score -155799.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -155801.125000 Penalty: 2266.705566
	Iteration 25Q: 3 clusters Score -155801.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -155803.093750 Penalty: 2266.705566
	Iteration 26Q: 3 clusters Score -155803.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -155806.515625 Penalty: 2266.705566
	Iteration 27Q: 3 clusters Score -155806.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -155807.625000 Penalty: 2266.705566
	Iteration 28Q: 3 clusters Score -155807.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -155808.734375 Penalty: 2266.705566
	Iteration 29Q: 3 clusters Score -155808.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -155809.812500 Penalty: 2266.705566
	Iteration 30Q: 3 clusters Score -155809.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -155812.046875 Penalty: 2266.705566
	Iteration 31Q: 3 clusters Score -155812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -155812.703125 Penalty: 2266.705566
	Iteration 32Q: 3 clusters Score -155812.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -155818.453125 Penalty: 2266.705566
	Iteration 33Q: 3 clusters Score -155818.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -155823.000000 Penalty: 2266.705566
	Iteration 34Q: 3 clusters Score -155823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -155825.984375 Penalty: 2266.705566
	Iteration 35Q: 3 clusters Score -155826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -155829.156250 Penalty: 2266.705566
	Iteration 36Q: 3 clusters Score -155829.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -155832.625000 Penalty: 2266.705566
	Iteration 37Q: 3 clusters Score -155832.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -155838.140625 Penalty: 2266.705566
	Iteration 38Q: 3 clusters Score -155838.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -155845.203125 Penalty: 2266.705566
	Iteration 39Q: 3 clusters Score -155845.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -155852.078125 Penalty: 2266.705566
	Iteration 40F: 3 clusters Score -155852.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -155859.078125 Penalty: 2266.705566
	Iteration 41Q: 3 clusters Score -155859.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -155874.468750 Penalty: 2266.705566
	Iteration 42Q: 3 clusters Score -155874.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -155886.656250 Penalty: 2266.705566
	Iteration 43Q: 3 clusters Score -155886.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -155893.187500 Penalty: 2266.705566
	Iteration 44Q: 3 clusters Score -155893.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -155897.265625 Penalty: 2266.705566
	Iteration 45Q: 3 clusters Score -155897.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -155902.656250 Penalty: 2266.705566
	Iteration 46Q: 3 clusters Score -155902.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -155904.921875 Penalty: 2266.705566
	Iteration 47Q: 3 clusters Score -155904.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -155904.921875 Penalty: 2266.705566
	Iteration 48F: 3 clusters Score -155904.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -308154.000000 Penalty: 1250.190674
	Iteration 0F: 2 clusters Score -308154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -306005.343750 Penalty: 2500.381348
	Iteration 0F: 3 clusters Score -306005.3 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -306465.312500 Penalty: 2500.381348
	Iteration 1F: 3 clusters Score -306465.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -306571.406250 Penalty: 2500.381348
	Iteration 2F: 3 clusters Score -306571.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -306625.687500 Penalty: 2500.381348
	Iteration 3Q: 3 clusters Score -306625.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -306672.875000 Penalty: 2500.381348
	Iteration 4Q: 3 clusters Score -306672.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -306714.375000 Penalty: 2500.381348
	Iteration 5Q: 3 clusters Score -306714.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -306758.093750 Penalty: 2500.381348
	Iteration 6Q: 3 clusters Score -306758.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -306796.093750 Penalty: 2500.381348
	Iteration 7Q: 3 clusters Score -306796.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -306818.625000 Penalty: 2500.381348
	Iteration 8Q: 3 clusters Score -306818.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -306837.406250 Penalty: 2500.381348
	Iteration 9Q: 3 clusters Score -306837.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -306854.781250 Penalty: 2500.381348
	Iteration 10Q: 3 clusters Score -306854.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -306871.000000 Penalty: 2500.381348
	Iteration 11Q: 3 clusters Score -306871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -306885.031250 Penalty: 2500.381348
	Iteration 12Q: 3 clusters Score -306885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -306897.562500 Penalty: 2500.381348
	Iteration 13Q: 3 clusters Score -306897.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -306911.437500 Penalty: 2500.381348
	Iteration 14Q: 3 clusters Score -306911.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -306928.531250 Penalty: 2500.381348
	Iteration 15Q: 3 clusters Score -306928.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -306946.812500 Penalty: 2500.381348
	Iteration 16Q: 3 clusters Score -306946.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -306971.781250 Penalty: 2500.381348
	Iteration 17Q: 3 clusters Score -306971.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -306991.218750 Penalty: 2500.381348
	Iteration 18Q: 3 clusters Score -306991.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -307012.312500 Penalty: 2500.381348
	Iteration 19Q: 3 clusters Score -307012.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -307029.750000 Penalty: 2500.381348
	Iteration 20F: 3 clusters Score -307029.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -307039.187500 Penalty: 2500.381348
	Iteration 21Q: 3 clusters Score -307039.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -307049.250000 Penalty: 2500.381348
	Iteration 22Q: 3 clusters Score -307049.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -307059.250000 Penalty: 2500.381348
	Iteration 23Q: 3 clusters Score -307059.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -307067.093750 Penalty: 2500.381348
	Iteration 24Q: 3 clusters Score -307067.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -307076.218750 Penalty: 2500.381348
	Iteration 25Q: 3 clusters Score -307076.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -307088.718750 Penalty: 2500.381348
	Iteration 26Q: 3 clusters Score -307088.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -307103.468750 Penalty: 2500.381348
	Iteration 27Q: 3 clusters Score -307103.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -307115.906250 Penalty: 2500.381348
	Iteration 28Q: 3 clusters Score -307115.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -307127.250000 Penalty: 2500.381348
	Iteration 29Q: 3 clusters Score -307127.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -307136.843750 Penalty: 2500.381348
	Iteration 30Q: 3 clusters Score -307136.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -307142.468750 Penalty: 2500.381348
	Iteration 31Q: 3 clusters Score -307142.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -307149.031250 Penalty: 2500.381348
	Iteration 32Q: 3 clusters Score -307149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -307156.000000 Penalty: 2500.381348
	Iteration 33Q: 3 clusters Score -307156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -307159.937500 Penalty: 2500.381348
	Iteration 34Q: 3 clusters Score -307159.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -307162.687500 Penalty: 2500.381348
	Iteration 35Q: 3 clusters Score -307162.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -307164.093750 Penalty: 2500.381348
	Iteration 36Q: 3 clusters Score -307164.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -307166.531250 Penalty: 2500.381348
	Iteration 37Q: 3 clusters Score -307166.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -307168.062500 Penalty: 2500.381348
	Iteration 38Q: 3 clusters Score -307168.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -307169.562500 Penalty: 2500.381348
	Iteration 39Q: 3 clusters Score -307169.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -307171.687500 Penalty: 2500.381348
	Iteration 40F: 3 clusters Score -307171.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -307175.843750 Penalty: 2500.381348
	Iteration 41Q: 3 clusters Score -307175.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -307177.343750 Penalty: 2500.381348
	Iteration 42Q: 3 clusters Score -307177.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -307177.781250 Penalty: 2500.381348
	Iteration 43Q: 3 clusters Score -307177.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -307177.781250 Penalty: 2500.381348
	Iteration 44F: 3 clusters Score -307177.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -316362.062500 Penalty: 1253.707642
	Iteration 0F: 2 clusters Score -316362.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -314122.218750 Penalty: 2507.415283
	Iteration 0F: 3 clusters Score -314122.2 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -314698.687500 Penalty: 2507.415283
	Iteration 1F: 3 clusters Score -314698.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -314878.062500 Penalty: 2507.415283
	Iteration 2F: 3 clusters Score -314878.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -315000.750000 Penalty: 2507.415283
	Iteration 3F: 3 clusters Score -315000.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -315115.687500 Penalty: 2507.415283
	Iteration 4F: 3 clusters Score -315115.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -315214.718750 Penalty: 2507.415283
	Iteration 5Q: 3 clusters Score -315214.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -315305.218750 Penalty: 2507.415283
	Iteration 6Q: 3 clusters Score -315305.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -315380.843750 Penalty: 2507.415283
	Iteration 7Q: 3 clusters Score -315380.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -315446.156250 Penalty: 2507.415283
	Iteration 8Q: 3 clusters Score -315446.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -315502.656250 Penalty: 2507.415283
	Iteration 9Q: 3 clusters Score -315502.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -315545.500000 Penalty: 2507.415283
	Iteration 10Q: 3 clusters Score -315545.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -315591.125000 Penalty: 2507.415283
	Iteration 11Q: 3 clusters Score -315591.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -315635.593750 Penalty: 2507.415283
	Iteration 12Q: 3 clusters Score -315635.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -315665.968750 Penalty: 2507.415283
	Iteration 13Q: 3 clusters Score -315666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -315681.000000 Penalty: 2507.415283
	Iteration 14Q: 3 clusters Score -315681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -315694.281250 Penalty: 2507.415283
	Iteration 15Q: 3 clusters Score -315694.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -315704.906250 Penalty: 2507.415283
	Iteration 16Q: 3 clusters Score -315704.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -315710.750000 Penalty: 2507.415283
	Iteration 17Q: 3 clusters Score -315710.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -315713.093750 Penalty: 2507.415283
	Iteration 18Q: 3 clusters Score -315713.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -315714.937500 Penalty: 2507.415283
	Iteration 19Q: 3 clusters Score -315714.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -315716.531250 Penalty: 2507.415283
	Iteration 20F: 3 clusters Score -315716.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -315717.000000 Penalty: 2507.415283
	Iteration 21Q: 3 clusters Score -315717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -315717.531250 Penalty: 2507.415283
	Iteration 22Q: 3 clusters Score -315717.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -315717.531250 Penalty: 2507.415283
	Iteration 23F: 3 clusters Score -315717.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (5164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Entering Unmasked Estep 
Score: -737762.812500 Penalty: 1389.288452
	Iteration 0F: 2 clusters Score -737762.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -733639.687500 Penalty: 2778.576904
	Iteration 0F: 3 clusters Score -733639.7 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -734725.625000 Penalty: 2778.576904
	Iteration 1F: 3 clusters Score -734725.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -734888.562500 Penalty: 2778.576904
	Iteration 2F: 3 clusters Score -734888.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -734985.500000 Penalty: 2778.576904
	Iteration 3Q: 3 clusters Score -734985.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -735060.125000 Penalty: 2778.576904
	Iteration 4Q: 3 clusters Score -735060.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -735128.187500 Penalty: 2778.576904
	Iteration 5Q: 3 clusters Score -735128.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -735181.687500 Penalty: 2778.576904
	Iteration 6Q: 3 clusters Score -735181.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -735256.125000 Penalty: 2778.576904
	Iteration 7Q: 3 clusters Score -735256.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -735324.250000 Penalty: 2778.576904
	Iteration 8Q: 3 clusters Score -735324.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -735399.687500 Penalty: 2778.576904
	Iteration 9Q: 3 clusters Score -735399.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -735467.500000 Penalty: 2778.576904
	Iteration 10Q: 3 clusters Score -735467.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -735523.125000 Penalty: 2778.576904
	Iteration 11Q: 3 clusters Score -735523.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -735599.437500 Penalty: 2778.576904
	Iteration 12Q: 3 clusters Score -735599.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -735689.062500 Penalty: 2778.576904
	Iteration 13Q: 3 clusters Score -735689.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -735770.312500 Penalty: 2778.576904
	Iteration 14Q: 3 clusters Score -735770.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -735864.500000 Penalty: 2778.576904
	Iteration 15Q: 3 clusters Score -735864.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -735956.875000 Penalty: 2778.576904
	Iteration 16Q: 3 clusters Score -735956.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -736041.687500 Penalty: 2778.576904
	Iteration 17Q: 3 clusters Score -736041.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -736117.875000 Penalty: 2778.576904
	Iteration 18Q: 3 clusters Score -736117.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -736197.250000 Penalty: 2778.576904
	Iteration 19Q: 3 clusters Score -736197.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -736260.500000 Penalty: 2778.576904
	Iteration 20F: 3 clusters Score -736260.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -736315.000000 Penalty: 2778.576904
	Iteration 21Q: 3 clusters Score -736315 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -736366.375000 Penalty: 2778.576904
	Iteration 22Q: 3 clusters Score -736366.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -736403.375000 Penalty: 2778.576904
	Iteration 23Q: 3 clusters Score -736403.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -736431.187500 Penalty: 2778.576904
	Iteration 24Q: 3 clusters Score -736431.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -736460.687500 Penalty: 2778.576904
	Iteration 25Q: 3 clusters Score -736460.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -736481.312500 Penalty: 2778.576904
	Iteration 26Q: 3 clusters Score -736481.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -736497.625000 Penalty: 2778.576904
	Iteration 27Q: 3 clusters Score -736497.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -736516.937500 Penalty: 2778.576904
	Iteration 28Q: 3 clusters Score -736516.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -736533.437500 Penalty: 2778.576904
	Iteration 29Q: 3 clusters Score -736533.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -736547.187500 Penalty: 2778.576904
	Iteration 30Q: 3 clusters Score -736547.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -736552.625000 Penalty: 2778.576904
	Iteration 31Q: 3 clusters Score -736552.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -736556.750000 Penalty: 2778.576904
	Iteration 32Q: 3 clusters Score -736556.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -736563.625000 Penalty: 2778.576904
	Iteration 33Q: 3 clusters Score -736563.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -736571.375000 Penalty: 2778.576904
	Iteration 34Q: 3 clusters Score -736571.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -736579.125000 Penalty: 2778.576904
	Iteration 35Q: 3 clusters Score -736579.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -736582.500000 Penalty: 2778.576904
	Iteration 36Q: 3 clusters Score -736582.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -736586.750000 Penalty: 2778.576904
	Iteration 37Q: 3 clusters Score -736586.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -736588.937500 Penalty: 2778.576904
	Iteration 38Q: 3 clusters Score -736588.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -736591.062500 Penalty: 2778.576904
	Iteration 39Q: 3 clusters Score -736591.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -736591.687500 Penalty: 2778.576904
	Iteration 40F: 3 clusters Score -736591.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -736594.375000 Penalty: 2778.576904
	Iteration 41Q: 3 clusters Score -736594.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -736596.562500 Penalty: 2778.576904
	Iteration 42Q: 3 clusters Score -736596.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -736600.375000 Penalty: 2778.576904
	Iteration 43Q: 3 clusters Score -736600.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -736605.937500 Penalty: 2778.576904
	Iteration 44Q: 3 clusters Score -736605.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -736608.375000 Penalty: 2778.576904
	Iteration 45Q: 3 clusters Score -736608.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -736613.812500 Penalty: 2778.576904
	Iteration 46Q: 3 clusters Score -736613.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -736614.312500 Penalty: 2778.576904
	Iteration 47Q: 3 clusters Score -736614.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -736614.312500 Penalty: 2778.576904
	Iteration 48F: 3 clusters Score -736614.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (1223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Entering Unmasked Estep 
Score: -155581.437500 Penalty: 1155.222656
	Iteration 0F: 2 clusters Score -155581.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -154038.406250 Penalty: 2310.445312
	Iteration 0F: 3 clusters Score -154038.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -154499.890625 Penalty: 2310.445312
	Iteration 1F: 3 clusters Score -154499.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -154772.843750 Penalty: 2310.445312
	Iteration 2F: 3 clusters Score -154772.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -155007.062500 Penalty: 2310.445312
	Iteration 3F: 3 clusters Score -155007.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -155239.718750 Penalty: 2310.445312
	Iteration 4F: 3 clusters Score -155239.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -155397.515625 Penalty: 2310.445312
	Iteration 5F: 3 clusters Score -155397.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -155481.125000 Penalty: 2310.445312
	Iteration 6Q: 3 clusters Score -155481.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -155520.218750 Penalty: 2310.445312
	Iteration 7Q: 3 clusters Score -155520.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -155550.453125 Penalty: 2310.445312
	Iteration 8Q: 3 clusters Score -155550.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -155561.406250 Penalty: 2310.445312
	Iteration 9Q: 3 clusters Score -155561.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -155568.000000 Penalty: 2310.445312
	Iteration 10Q: 3 clusters Score -155568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -155573.218750 Penalty: 2310.445312
	Iteration 11Q: 3 clusters Score -155573.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -155575.390625 Penalty: 2310.445312
	Iteration 12Q: 3 clusters Score -155575.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -155580.718750 Penalty: 2310.445312
	Iteration 13Q: 3 clusters Score -155580.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -155582.765625 Penalty: 2310.445312
	Iteration 14Q: 3 clusters Score -155582.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -155583.328125 Penalty: 2310.445312
	Iteration 15Q: 3 clusters Score -155583.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -155583.656250 Penalty: 2310.445312
	Iteration 16Q: 3 clusters Score -155583.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -155583.656250 Penalty: 2310.445312
	Iteration 17F: 3 clusters Score -155583.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16511 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10741 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22470 members 
Mstep: Class 13 contains 8227 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13289 members 
Mstep: Class 26 contains 8088 members 
Mstep: Class 27 contains 12433 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11862 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24717 members 
Mstep: Class 44 contains 16336 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12713 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23024 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 637 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Mstep: Class 81 contains 586 members 
Entering Unmasked Estep 
Score: -85943424.000000 Penalty: 175152.437500
Splitting cluster 77 changes total score from -85944456.000000 to -85943424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 78 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -44752.929688 Penalty: 943.823181
	Iteration 0F: 2 clusters Score -44752.93 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 163 members 
Entering Unmasked Estep 
Score: -43851.933594 Penalty: 1887.646362
	Iteration 0F: 3 clusters Score -43851.93 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43984.753906 Penalty: 1887.646362
	Iteration 1F: 3 clusters Score -43984.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44041.339844 Penalty: 1887.646362
	Iteration 2Q: 3 clusters Score -44041.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44054.691406 Penalty: 1887.646362
	Iteration 3Q: 3 clusters Score -44054.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44059.683594 Penalty: 1887.646362
	Iteration 4Q: 3 clusters Score -44059.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44062.238281 Penalty: 1887.646362
	Iteration 5Q: 3 clusters Score -44062.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44063.488281 Penalty: 1887.646362
	Iteration 6Q: 3 clusters Score -44063.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44063.488281 Penalty: 1887.646362
	Iteration 7F: 3 clusters Score -44063.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (2271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Entering Unmasked Estep 
Score: -299819.250000 Penalty: 1255.796021
	Iteration 0F: 2 clusters Score -299819.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -297577.500000 Penalty: 2511.592041
	Iteration 0F: 3 clusters Score -297577.5 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -298101.968750 Penalty: 2511.592041
	Iteration 1F: 3 clusters Score -298102 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -298233.812500 Penalty: 2511.592041
	Iteration 2F: 3 clusters Score -298233.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -298329.312500 Penalty: 2511.592041
	Iteration 3F: 3 clusters Score -298329.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -298402.968750 Penalty: 2511.592041
	Iteration 4Q: 3 clusters Score -298403 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -298462.156250 Penalty: 2511.592041
	Iteration 5Q: 3 clusters Score -298462.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -298500.875000 Penalty: 2511.592041
	Iteration 6Q: 3 clusters Score -298500.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -298529.968750 Penalty: 2511.592041
	Iteration 7Q: 3 clusters Score -298530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -298556.500000 Penalty: 2511.592041
	Iteration 8Q: 3 clusters Score -298556.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -298579.031250 Penalty: 2511.592041
	Iteration 9Q: 3 clusters Score -298579 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -298603.125000 Penalty: 2511.592041
	Iteration 10Q: 3 clusters Score -298603.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -298619.500000 Penalty: 2511.592041
	Iteration 11Q: 3 clusters Score -298619.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -298630.187500 Penalty: 2511.592041
	Iteration 12Q: 3 clusters Score -298630.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -298641.156250 Penalty: 2511.592041
	Iteration 13Q: 3 clusters Score -298641.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -298650.312500 Penalty: 2511.592041
	Iteration 14Q: 3 clusters Score -298650.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -298656.531250 Penalty: 2511.592041
	Iteration 15Q: 3 clusters Score -298656.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -298664.218750 Penalty: 2511.592041
	Iteration 16Q: 3 clusters Score -298664.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -298670.406250 Penalty: 2511.592041
	Iteration 17Q: 3 clusters Score -298670.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -298675.750000 Penalty: 2511.592041
	Iteration 18Q: 3 clusters Score -298675.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -298681.968750 Penalty: 2511.592041
	Iteration 19Q: 3 clusters Score -298682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -298687.000000 Penalty: 2511.592041
	Iteration 20F: 3 clusters Score -298687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -298688.000000 Penalty: 2511.592041
	Iteration 21Q: 3 clusters Score -298688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -298688.000000 Penalty: 2511.592041
	Iteration 22F: 3 clusters Score -298688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (15445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Entering Unmasked Estep 
Score: -2156389.500000 Penalty: 1567.319092
	Iteration 0F: 2 clusters Score -2156390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2145706.750000 Penalty: 3134.638184
	Iteration 0F: 3 clusters Score -2145707 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2149835.500000 Penalty: 3134.638184
	Iteration 1F: 3 clusters Score -2149836 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2150511.750000 Penalty: 3134.638184
	Iteration 2F: 3 clusters Score -2150512 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2151265.500000 Penalty: 3134.638184
	Iteration 3F: 3 clusters Score -2151266 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2152111.250000 Penalty: 3134.638184
	Iteration 4F: 3 clusters Score -2152111 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2152994.000000 Penalty: 3134.638184
	Iteration 5F: 3 clusters Score -2152994 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2153798.500000 Penalty: 3134.638184
	Iteration 6F: 3 clusters Score -2153798 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2154355.750000 Penalty: 3134.638184
	Iteration 7Q: 3 clusters Score -2154356 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2154688.250000 Penalty: 3134.638184
	Iteration 8Q: 3 clusters Score -2154688 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2154923.750000 Penalty: 3134.638184
	Iteration 9Q: 3 clusters Score -2154924 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2155052.000000 Penalty: 3134.638184
	Iteration 10Q: 3 clusters Score -2155052 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2155134.750000 Penalty: 3134.638184
	Iteration 11Q: 3 clusters Score -2155135 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2155183.250000 Penalty: 3134.638184
	Iteration 12Q: 3 clusters Score -2155183 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2155209.750000 Penalty: 3134.638184
	Iteration 13Q: 3 clusters Score -2155210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2155231.000000 Penalty: 3134.638184
	Iteration 14Q: 3 clusters Score -2155231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2155242.500000 Penalty: 3134.638184
	Iteration 15Q: 3 clusters Score -2155242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2155258.000000 Penalty: 3134.638184
	Iteration 16Q: 3 clusters Score -2155258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2155266.250000 Penalty: 3134.638184
	Iteration 17Q: 3 clusters Score -2155266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2155267.750000 Penalty: 3134.638184
	Iteration 18Q: 3 clusters Score -2155268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2155275.000000 Penalty: 3134.638184
	Iteration 19Q: 3 clusters Score -2155275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2155277.500000 Penalty: 3134.638184
	Iteration 20F: 3 clusters Score -2155278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2155279.750000 Penalty: 3134.638184
	Iteration 21Q: 3 clusters Score -2155280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2155279.000000 Penalty: 3134.638184
	Iteration 22Q: 3 clusters Score -2155279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2155278.500000 Penalty: 3134.638184
	Iteration 23Q: 3 clusters Score -2155278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2155282.500000 Penalty: 3134.638184
	Iteration 24Q: 3 clusters Score -2155282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2155284.500000 Penalty: 3134.638184
	Iteration 25Q: 3 clusters Score -2155284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2155284.500000 Penalty: 3134.638184
	Iteration 26Q: 3 clusters Score -2155284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2155285.750000 Penalty: 3134.638184
	Iteration 27Q: 3 clusters Score -2155286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2155285.750000 Penalty: 3134.638184
	Iteration 28F: 3 clusters Score -2155286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16511 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10741 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22470 members 
Mstep: Class 13 contains 8227 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13289 members 
Mstep: Class 26 contains 8088 members 
Mstep: Class 27 contains 12433 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11862 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24717 members 
Mstep: Class 44 contains 16336 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12713 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23024 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944472.000000 Penalty: 172990.062500
Iteration 399Q: 81 clusters Score -8.594447e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16509 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10740 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1621 members 
Mstep: Class 12 contains 22486 members 
Mstep: Class 13 contains 8226 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13289 members 
Mstep: Class 26 contains 8089 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11861 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24702 members 
Mstep: Class 44 contains 16337 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12721 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23023 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944488.000000 Penalty: 172990.062500
Iteration 400F: 81 clusters Score -8.594449e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16512 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10740 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22501 members 
Mstep: Class 13 contains 8224 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13289 members 
Mstep: Class 26 contains 8090 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3033 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11856 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24693 members 
Mstep: Class 44 contains 16332 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12727 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23020 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944576.000000 Penalty: 172990.062500
Iteration 401Q: 81 clusters Score -8.594458e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16515 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10740 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22510 members 
Mstep: Class 13 contains 8223 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13291 members 
Mstep: Class 26 contains 8089 members 
Mstep: Class 27 contains 12431 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3032 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11853 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 24684 members 
Mstep: Class 44 contains 16333 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12731 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23016 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944616.000000 Penalty: 172990.062500
Iteration 402Q: 81 clusters Score -8.594462e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16516 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10740 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22513 members 
Mstep: Class 13 contains 8223 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13293 members 
Mstep: Class 26 contains 8089 members 
Mstep: Class 27 contains 12430 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11851 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24684 members 
Mstep: Class 44 contains 16330 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12737 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1953 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23009 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944600.000000 Penalty: 172990.062500
Iteration 403Q: 81 clusters Score -8.59446e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16515 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10740 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22513 members 
Mstep: Class 13 contains 8225 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13293 members 
Mstep: Class 26 contains 8088 members 
Mstep: Class 27 contains 12429 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11852 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3446 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 24682 members 
Mstep: Class 44 contains 16330 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12743 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23006 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944560.000000 Penalty: 172990.062500
Iteration 404Q: 81 clusters Score -8.594456e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16516 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22513 members 
Mstep: Class 13 contains 8228 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 8089 members 
Mstep: Class 27 contains 12430 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11849 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 24681 members 
Mstep: Class 44 contains 16330 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12692 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12746 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23003 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944536.000000 Penalty: 172990.062500
Iteration 405Q: 81 clusters Score -8.594454e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16517 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22514 members 
Mstep: Class 13 contains 8228 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 8090 members 
Mstep: Class 27 contains 12431 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11848 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3467 members 
Mstep: Class 43 contains 24678 members 
Mstep: Class 44 contains 16327 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12750 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23003 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944576.000000 Penalty: 172990.062500
Iteration 406Q: 81 clusters Score -8.594458e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16517 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22516 members 
Mstep: Class 13 contains 8227 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13296 members 
Mstep: Class 26 contains 8091 members 
Mstep: Class 27 contains 12425 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11850 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3467 members 
Mstep: Class 43 contains 24668 members 
Mstep: Class 44 contains 16330 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12756 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23004 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944624.000000 Penalty: 172990.062500
Iteration 407Q: 81 clusters Score -8.594462e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16511 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22516 members 
Mstep: Class 13 contains 8225 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13297 members 
Mstep: Class 26 contains 8091 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11856 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 24668 members 
Mstep: Class 44 contains 16332 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1621 members 
Mstep: Class 54 contains 12758 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23005 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944608.000000 Penalty: 172990.062500
Iteration 408Q: 81 clusters Score -8.594461e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16508 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22513 members 
Mstep: Class 13 contains 8233 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13297 members 
Mstep: Class 26 contains 8091 members 
Mstep: Class 27 contains 12418 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11857 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 24675 members 
Mstep: Class 44 contains 16330 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1620 members 
Mstep: Class 54 contains 12757 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 23000 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1069 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944536.000000 Penalty: 172990.062500
Iteration 409Q: 81 clusters Score -8.594454e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16506 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22509 members 
Mstep: Class 13 contains 8237 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13297 members 
Mstep: Class 26 contains 8091 members 
Mstep: Class 27 contains 12414 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11850 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 24692 members 
Mstep: Class 44 contains 16332 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12761 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22990 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944552.000000 Penalty: 172990.062500
Iteration 410Q: 81 clusters Score -8.594455e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16506 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22516 members 
Mstep: Class 13 contains 8237 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13296 members 
Mstep: Class 26 contains 8089 members 
Mstep: Class 27 contains 12414 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11848 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 24698 members 
Mstep: Class 44 contains 16329 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12762 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22985 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944504.000000 Penalty: 172990.062500
Iteration 411Q: 81 clusters Score -8.59445e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16509 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22517 members 
Mstep: Class 13 contains 8238 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13295 members 
Mstep: Class 26 contains 8089 members 
Mstep: Class 27 contains 12413 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11853 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 24704 members 
Mstep: Class 44 contains 16324 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12763 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22979 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944496.000000 Penalty: 172990.062500
Iteration 412Q: 81 clusters Score -8.59445e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16509 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22520 members 
Mstep: Class 13 contains 8234 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7952 members 
Mstep: Class 25 contains 13295 members 
Mstep: Class 26 contains 8089 members 
Mstep: Class 27 contains 12414 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11856 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24712 members 
Mstep: Class 44 contains 16322 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12762 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22970 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944512.000000 Penalty: 172990.062500
Iteration 413Q: 81 clusters Score -8.594451e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16511 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22524 members 
Mstep: Class 13 contains 8236 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7952 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 8089 members 
Mstep: Class 27 contains 12416 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11857 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3473 members 
Mstep: Class 43 contains 24710 members 
Mstep: Class 44 contains 16318 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12761 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1358 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22965 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944520.000000 Penalty: 172990.062500
Iteration 414Q: 81 clusters Score -8.594452e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16512 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22530 members 
Mstep: Class 13 contains 8242 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7952 members 
Mstep: Class 25 contains 13293 members 
Mstep: Class 26 contains 8089 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11861 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24708 members 
Mstep: Class 44 contains 16311 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12760 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22956 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944480.000000 Penalty: 172990.062500
Iteration 415Q: 81 clusters Score -8.594448e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16517 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22531 members 
Mstep: Class 13 contains 8246 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7952 members 
Mstep: Class 25 contains 13291 members 
Mstep: Class 26 contains 8089 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11863 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24708 members 
Mstep: Class 44 contains 16303 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12760 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22953 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944448.000000 Penalty: 172990.062500
Iteration 416Q: 81 clusters Score -8.594445e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16522 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22528 members 
Mstep: Class 13 contains 8247 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7952 members 
Mstep: Class 25 contains 13289 members 
Mstep: Class 26 contains 8090 members 
Mstep: Class 27 contains 12422 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11865 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24718 members 
Mstep: Class 44 contains 16302 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12758 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22941 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944472.000000 Penalty: 172990.062500
Iteration 417Q: 81 clusters Score -8.594447e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16523 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22530 members 
Mstep: Class 13 contains 8249 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7952 members 
Mstep: Class 25 contains 13288 members 
Mstep: Class 26 contains 8091 members 
Mstep: Class 27 contains 12420 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11865 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24730 members 
Mstep: Class 44 contains 16296 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12757 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22933 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944432.000000 Penalty: 172990.062500
Iteration 418Q: 81 clusters Score -8.594443e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16520 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22533 members 
Mstep: Class 13 contains 8250 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7952 members 
Mstep: Class 25 contains 13288 members 
Mstep: Class 26 contains 8092 members 
Mstep: Class 27 contains 12416 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11866 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24735 members 
Mstep: Class 44 contains 16299 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12757 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22926 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944480.000000 Penalty: 172990.062500
Iteration 419Q: 81 clusters Score -8.594448e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16521 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22534 members 
Mstep: Class 13 contains 8253 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7952 members 
Mstep: Class 25 contains 13289 members 
Mstep: Class 26 contains 8092 members 
Mstep: Class 27 contains 12412 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11866 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24741 members 
Mstep: Class 44 contains 16299 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12757 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22918 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944528.000000 Penalty: 172990.062500
Iteration 420F: 81 clusters Score -8.594453e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16525 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22536 members 
Mstep: Class 13 contains 8255 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7952 members 
Mstep: Class 25 contains 13288 members 
Mstep: Class 26 contains 8092 members 
Mstep: Class 27 contains 12409 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11866 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24750 members 
Mstep: Class 44 contains 16298 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12759 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22903 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944560.000000 Penalty: 172990.062500
Iteration 421Q: 81 clusters Score -8.594456e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16524 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22537 members 
Mstep: Class 13 contains 8258 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7952 members 
Mstep: Class 25 contains 13289 members 
Mstep: Class 26 contains 8092 members 
Mstep: Class 27 contains 12408 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11866 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24756 members 
Mstep: Class 44 contains 16292 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12761 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22898 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944544.000000 Penalty: 172990.062500
Iteration 422Q: 81 clusters Score -8.594454e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16526 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22539 members 
Mstep: Class 13 contains 8262 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7952 members 
Mstep: Class 25 contains 13290 members 
Mstep: Class 26 contains 8091 members 
Mstep: Class 27 contains 12408 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11867 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24764 members 
Mstep: Class 44 contains 16287 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12763 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22885 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944560.000000 Penalty: 172990.062500
Iteration 423Q: 81 clusters Score -8.594456e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16526 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22543 members 
Mstep: Class 13 contains 8266 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13291 members 
Mstep: Class 26 contains 8091 members 
Mstep: Class 27 contains 12408 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11867 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24778 members 
Mstep: Class 44 contains 16280 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12763 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22867 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944552.000000 Penalty: 172990.062500
Iteration 424Q: 81 clusters Score -8.594455e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16526 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22543 members 
Mstep: Class 13 contains 8270 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13291 members 
Mstep: Class 26 contains 8091 members 
Mstep: Class 27 contains 12411 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11867 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24786 members 
Mstep: Class 44 contains 16272 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12764 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22860 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944544.000000 Penalty: 172990.062500
Iteration 425Q: 81 clusters Score -8.594454e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16526 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22545 members 
Mstep: Class 13 contains 8275 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13291 members 
Mstep: Class 26 contains 8091 members 
Mstep: Class 27 contains 12412 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11865 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24795 members 
Mstep: Class 44 contains 16271 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12765 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22845 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944552.000000 Penalty: 172990.062500
Iteration 426Q: 81 clusters Score -8.594455e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16522 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22543 members 
Mstep: Class 13 contains 8284 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13291 members 
Mstep: Class 26 contains 8092 members 
Mstep: Class 27 contains 12408 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11863 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24807 members 
Mstep: Class 44 contains 16269 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12770 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22832 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944536.000000 Penalty: 172990.062500
Iteration 427Q: 81 clusters Score -8.594454e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16520 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22536 members 
Mstep: Class 13 contains 8291 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13292 members 
Mstep: Class 26 contains 8091 members 
Mstep: Class 27 contains 12403 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11862 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24809 members 
Mstep: Class 44 contains 16264 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12776 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22837 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944608.000000 Penalty: 172990.062500
Iteration 428Q: 81 clusters Score -8.594461e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16520 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22528 members 
Mstep: Class 13 contains 8294 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13291 members 
Mstep: Class 26 contains 8091 members 
Mstep: Class 27 contains 12404 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11860 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 24815 members 
Mstep: Class 44 contains 16264 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12780 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22834 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944568.000000 Penalty: 172990.062500
Iteration 429Q: 81 clusters Score -8.594457e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16518 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22520 members 
Mstep: Class 13 contains 8294 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13289 members 
Mstep: Class 26 contains 8092 members 
Mstep: Class 27 contains 12404 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11859 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 24824 members 
Mstep: Class 44 contains 16272 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12783 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1359 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22825 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944608.000000 Penalty: 172990.062500
Iteration 430Q: 81 clusters Score -8.594461e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16517 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22521 members 
Mstep: Class 13 contains 8298 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8091 members 
Mstep: Class 27 contains 12401 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11859 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24826 members 
Mstep: Class 44 contains 16277 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12784 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22821 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944632.000000 Penalty: 172990.062500
Iteration 431Q: 81 clusters Score -8.594463e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16517 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22528 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13288 members 
Mstep: Class 26 contains 8089 members 
Mstep: Class 27 contains 12403 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11857 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 24821 members 
Mstep: Class 44 contains 16279 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12785 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22820 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944568.000000 Penalty: 172990.062500
Iteration 432Q: 81 clusters Score -8.594457e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16517 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 22533 members 
Mstep: Class 13 contains 8302 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8089 members 
Mstep: Class 27 contains 12399 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11855 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 24819 members 
Mstep: Class 44 contains 16280 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12786 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22817 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944624.000000 Penalty: 172990.062500
Iteration 433Q: 81 clusters Score -8.594462e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16514 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22537 members 
Mstep: Class 13 contains 8298 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13289 members 
Mstep: Class 26 contains 8088 members 
Mstep: Class 27 contains 12403 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3027 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11856 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3467 members 
Mstep: Class 43 contains 24812 members 
Mstep: Class 44 contains 16285 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12786 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14625 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22817 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944656.000000 Penalty: 172990.062500
Iteration 434Q: 81 clusters Score -8.594466e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16509 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22541 members 
Mstep: Class 13 contains 8293 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8089 members 
Mstep: Class 27 contains 12412 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3027 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11854 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 24808 members 
Mstep: Class 44 contains 16288 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12784 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22817 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944632.000000 Penalty: 172990.062500
Iteration 435Q: 81 clusters Score -8.594463e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16511 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22549 members 
Mstep: Class 13 contains 8287 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8088 members 
Mstep: Class 27 contains 12416 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11852 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 24810 members 
Mstep: Class 44 contains 16290 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12782 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22809 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944544.000000 Penalty: 172990.062500
Iteration 436Q: 81 clusters Score -8.594454e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16511 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22552 members 
Mstep: Class 13 contains 8281 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13285 members 
Mstep: Class 26 contains 8087 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11850 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 24811 members 
Mstep: Class 44 contains 16295 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12782 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22806 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944520.000000 Penalty: 172990.062500
Iteration 437Q: 81 clusters Score -8.594452e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16507 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22551 members 
Mstep: Class 13 contains 8282 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13286 members 
Mstep: Class 26 contains 8085 members 
Mstep: Class 27 contains 12429 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11847 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 24810 members 
Mstep: Class 44 contains 16298 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12782 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22803 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944576.000000 Penalty: 172990.062500
Iteration 438Q: 81 clusters Score -8.594458e+07 nChanged 42
Entering ConstructFrom: 
Score: -85944576.000000 Penalty: 172990.062500
Entering ConstructFrom: 
Trying to split cluster 1 (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: -195682.093750 Penalty: 1204.279663
	Iteration 0F: 2 clusters Score -195682.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -193879.093750 Penalty: 2408.559326
	Iteration 0F: 3 clusters Score -193879.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -194502.515625 Penalty: 2408.559326
	Iteration 1F: 3 clusters Score -194502.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -194894.859375 Penalty: 2408.559326
	Iteration 2F: 3 clusters Score -194894.9 nChanged 172
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: -195299.937500 Penalty: 2408.559326
	Iteration 3F: 3 clusters Score -195299.9 nChanged 146
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: -195542.031250 Penalty: 2408.559326
	Iteration 4F: 3 clusters Score -195542 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -195638.015625 Penalty: 2408.559326
	Iteration 5Q: 3 clusters Score -195638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -195688.093750 Penalty: 2408.559326
	Iteration 6Q: 3 clusters Score -195688.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -195726.828125 Penalty: 2408.559326
	Iteration 7Q: 3 clusters Score -195726.8 nChanged 32
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: -195774.828125 Penalty: 2408.559326
	Iteration 8Q: 3 clusters Score -195774.8 nChanged 20
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: -195809.093750 Penalty: 2408.559326
	Iteration 9Q: 3 clusters Score -195809.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -195835.703125 Penalty: 2408.559326
	Iteration 10Q: 3 clusters Score -195835.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -195847.000000 Penalty: 2408.559326
	Iteration 11Q: 3 clusters Score -195847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -195859.640625 Penalty: 2408.559326
	Iteration 12Q: 3 clusters Score -195859.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -195870.015625 Penalty: 2408.559326
	Iteration 13Q: 3 clusters Score -195870 nChanged 7
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: -195883.140625 Penalty: 2408.559326
	Iteration 14Q: 3 clusters Score -195883.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -195892.453125 Penalty: 2408.559326
	Iteration 15Q: 3 clusters Score -195892.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -195907.062500 Penalty: 2408.559326
	Iteration 16Q: 3 clusters Score -195907.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -195928.218750 Penalty: 2408.559326
	Iteration 17Q: 3 clusters Score -195928.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -195949.078125 Penalty: 2408.559326
	Iteration 18Q: 3 clusters Score -195949.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -195953.781250 Penalty: 2408.559326
	Iteration 19Q: 3 clusters Score -195953.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -195965.078125 Penalty: 2408.559326
	Iteration 20F: 3 clusters Score -195965.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -195981.515625 Penalty: 2408.559326
	Iteration 21Q: 3 clusters Score -195981.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -195999.500000 Penalty: 2408.559326
	Iteration 22Q: 3 clusters Score -195999.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -196004.453125 Penalty: 2408.559326
	Iteration 23Q: 3 clusters Score -196004.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -196004.453125 Penalty: 2408.559326
	Iteration 24F: 3 clusters Score -196004.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16508 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22554 members 
Mstep: Class 13 contains 8283 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8084 members 
Mstep: Class 27 contains 12434 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11844 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24810 members 
Mstep: Class 44 contains 16297 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12780 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22798 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Mstep: Class 81 contains 885 members 
Entering Unmasked Estep 
Score: -85943800.000000 Penalty: 175152.437500
Splitting cluster 1 changes total score from -85944576.000000 to -85943800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -182735.890625 Penalty: 1181.199463
	Iteration 0F: 2 clusters Score -182735.9 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 704 members 
Entering Unmasked Estep 
Score: -181086.843750 Penalty: 2362.398926
	Iteration 0F: 3 clusters Score -181086.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -181613.531250 Penalty: 2362.398926
	Iteration 1F: 3 clusters Score -181613.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -181807.484375 Penalty: 2362.398926
	Iteration 2F: 3 clusters Score -181807.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -182001.125000 Penalty: 2362.398926
	Iteration 3F: 3 clusters Score -182001.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -182217.812500 Penalty: 2362.398926
	Iteration 4F: 3 clusters Score -182217.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -182372.921875 Penalty: 2362.398926
	Iteration 5F: 3 clusters Score -182372.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -182485.625000 Penalty: 2362.398926
	Iteration 6Q: 3 clusters Score -182485.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -182549.578125 Penalty: 2362.398926
	Iteration 7Q: 3 clusters Score -182549.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -182590.984375 Penalty: 2362.398926
	Iteration 8Q: 3 clusters Score -182591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -182619.078125 Penalty: 2362.398926
	Iteration 9Q: 3 clusters Score -182619.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -182647.234375 Penalty: 2362.398926
	Iteration 10Q: 3 clusters Score -182647.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -182670.937500 Penalty: 2362.398926
	Iteration 11Q: 3 clusters Score -182670.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -182693.984375 Penalty: 2362.398926
	Iteration 12Q: 3 clusters Score -182694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -182727.796875 Penalty: 2362.398926
	Iteration 13Q: 3 clusters Score -182727.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -182760.921875 Penalty: 2362.398926
	Iteration 14Q: 3 clusters Score -182760.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -182774.203125 Penalty: 2362.398926
	Iteration 15Q: 3 clusters Score -182774.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -182791.828125 Penalty: 2362.398926
	Iteration 16Q: 3 clusters Score -182791.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -182811.625000 Penalty: 2362.398926
	Iteration 17Q: 3 clusters Score -182811.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -182828.937500 Penalty: 2362.398926
	Iteration 18Q: 3 clusters Score -182828.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -182850.359375 Penalty: 2362.398926
	Iteration 19Q: 3 clusters Score -182850.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -182870.578125 Penalty: 2362.398926
	Iteration 20F: 3 clusters Score -182870.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -182897.281250 Penalty: 2362.398926
	Iteration 21Q: 3 clusters Score -182897.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -182914.937500 Penalty: 2362.398926
	Iteration 22Q: 3 clusters Score -182914.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -182945.078125 Penalty: 2362.398926
	Iteration 23Q: 3 clusters Score -182945.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -182968.656250 Penalty: 2362.398926
	Iteration 24Q: 3 clusters Score -182968.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -182983.250000 Penalty: 2362.398926
	Iteration 25Q: 3 clusters Score -182983.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -182992.046875 Penalty: 2362.398926
	Iteration 26Q: 3 clusters Score -182992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -182995.328125 Penalty: 2362.398926
	Iteration 27Q: 3 clusters Score -182995.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -182995.906250 Penalty: 2362.398926
	Iteration 28Q: 3 clusters Score -182995.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -182995.906250 Penalty: 2362.398926
	Iteration 29F: 3 clusters Score -182995.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 611 members 
Mstep: Class 3 contains 16508 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22554 members 
Mstep: Class 13 contains 8283 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8084 members 
Mstep: Class 27 contains 12434 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11844 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24810 members 
Mstep: Class 44 contains 16297 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12780 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22798 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Mstep: Class 81 contains 824 members 
Entering Unmasked Estep 
Score: -85943968.000000 Penalty: 175152.437500
Splitting cluster 2 changes total score from -85944576.000000 to -85943968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (16508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Entering Unmasked Estep 
Score: -2500117.500000 Penalty: 1578.135010
	Iteration 0F: 2 clusters Score -2500118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2489068.750000 Penalty: 3156.270020
	Iteration 0F: 3 clusters Score -2489069 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2493072.250000 Penalty: 3156.270020
	Iteration 1F: 3 clusters Score -2493072 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2493481.000000 Penalty: 3156.270020
	Iteration 2F: 3 clusters Score -2493481 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2493896.250000 Penalty: 3156.270020
	Iteration 3F: 3 clusters Score -2493896 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2494313.250000 Penalty: 3156.270020
	Iteration 4F: 3 clusters Score -2494313 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2494657.750000 Penalty: 3156.270020
	Iteration 5F: 3 clusters Score -2494658 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2494950.500000 Penalty: 3156.270020
	Iteration 6Q: 3 clusters Score -2494950 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2495204.500000 Penalty: 3156.270020
	Iteration 7Q: 3 clusters Score -2495204 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2495457.000000 Penalty: 3156.270020
	Iteration 8Q: 3 clusters Score -2495457 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2495651.250000 Penalty: 3156.270020
	Iteration 9Q: 3 clusters Score -2495651 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2495849.500000 Penalty: 3156.270020
	Iteration 10Q: 3 clusters Score -2495850 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2496025.500000 Penalty: 3156.270020
	Iteration 11Q: 3 clusters Score -2496026 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2496183.750000 Penalty: 3156.270020
	Iteration 12Q: 3 clusters Score -2496184 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2496295.000000 Penalty: 3156.270020
	Iteration 13Q: 3 clusters Score -2496295 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2496388.250000 Penalty: 3156.270020
	Iteration 14Q: 3 clusters Score -2496388 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2496472.500000 Penalty: 3156.270020
	Iteration 15Q: 3 clusters Score -2496472 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2496554.500000 Penalty: 3156.270020
	Iteration 16Q: 3 clusters Score -2496554 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2496615.750000 Penalty: 3156.270020
	Iteration 17Q: 3 clusters Score -2496616 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2496695.500000 Penalty: 3156.270020
	Iteration 18Q: 3 clusters Score -2496696 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2496766.250000 Penalty: 3156.270020
	Iteration 19Q: 3 clusters Score -2496766 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2496834.750000 Penalty: 3156.270020
	Iteration 20F: 3 clusters Score -2496835 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2496909.500000 Penalty: 3156.270020
	Iteration 21Q: 3 clusters Score -2496910 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2496985.000000 Penalty: 3156.270020
	Iteration 22Q: 3 clusters Score -2496985 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2497054.000000 Penalty: 3156.270020
	Iteration 23Q: 3 clusters Score -2497054 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2497149.250000 Penalty: 3156.270020
	Iteration 24Q: 3 clusters Score -2497149 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2497235.500000 Penalty: 3156.270020
	Iteration 25Q: 3 clusters Score -2497236 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2497312.750000 Penalty: 3156.270020
	Iteration 26Q: 3 clusters Score -2497313 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2497419.250000 Penalty: 3156.270020
	Iteration 27Q: 3 clusters Score -2497419 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2497536.000000 Penalty: 3156.270020
	Iteration 28Q: 3 clusters Score -2497536 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2497649.500000 Penalty: 3156.270020
	Iteration 29Q: 3 clusters Score -2497650 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2497768.750000 Penalty: 3156.270020
	Iteration 30Q: 3 clusters Score -2497769 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2497873.750000 Penalty: 3156.270020
	Iteration 31Q: 3 clusters Score -2497874 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2497969.500000 Penalty: 3156.270020
	Iteration 32Q: 3 clusters Score -2497970 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2498060.500000 Penalty: 3156.270020
	Iteration 33Q: 3 clusters Score -2498060 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2498171.000000 Penalty: 3156.270020
	Iteration 34Q: 3 clusters Score -2498171 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2498271.750000 Penalty: 3156.270020
	Iteration 35Q: 3 clusters Score -2498272 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2498350.250000 Penalty: 3156.270020
	Iteration 36Q: 3 clusters Score -2498350 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2498429.000000 Penalty: 3156.270020
	Iteration 37Q: 3 clusters Score -2498429 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2498500.750000 Penalty: 3156.270020
	Iteration 38Q: 3 clusters Score -2498501 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2498556.750000 Penalty: 3156.270020
	Iteration 39Q: 3 clusters Score -2498557 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2498608.000000 Penalty: 3156.270020
	Iteration 40F: 3 clusters Score -2498608 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2498654.000000 Penalty: 3156.270020
	Iteration 41Q: 3 clusters Score -2498654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2498692.500000 Penalty: 3156.270020
	Iteration 42Q: 3 clusters Score -2498692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2498722.500000 Penalty: 3156.270020
	Iteration 43Q: 3 clusters Score -2498722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2498740.250000 Penalty: 3156.270020
	Iteration 44Q: 3 clusters Score -2498740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2498741.250000 Penalty: 3156.270020
	Iteration 45Q: 3 clusters Score -2498741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2498748.000000 Penalty: 3156.270020
	Iteration 46Q: 3 clusters Score -2498748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2498754.750000 Penalty: 3156.270020
	Iteration 47Q: 3 clusters Score -2498755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2498757.750000 Penalty: 3156.270020
	Iteration 48Q: 3 clusters Score -2498758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2498765.250000 Penalty: 3156.270020
	Iteration 49Q: 3 clusters Score -2498765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2498766.250000 Penalty: 3156.270020
	Iteration 50Q: 3 clusters Score -2498766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2498768.750000 Penalty: 3156.270020
	Iteration 51Q: 3 clusters Score -2498769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2498772.500000 Penalty: 3156.270020
	Iteration 52Q: 3 clusters Score -2498772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2498775.500000 Penalty: 3156.270020
	Iteration 53Q: 3 clusters Score -2498776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2498784.000000 Penalty: 3156.270020
	Iteration 54Q: 3 clusters Score -2498784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2498793.750000 Penalty: 3156.270020
	Iteration 55Q: 3 clusters Score -2498794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2498801.500000 Penalty: 3156.270020
	Iteration 56Q: 3 clusters Score -2498802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2498803.250000 Penalty: 3156.270020
	Iteration 57Q: 3 clusters Score -2498803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2498806.750000 Penalty: 3156.270020
	Iteration 58Q: 3 clusters Score -2498807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2498811.250000 Penalty: 3156.270020
	Iteration 59Q: 3 clusters Score -2498811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2498810.250000 Penalty: 3156.270020
	Iteration 60F: 3 clusters Score -2498810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2498810.750000 Penalty: 3156.270020
	Iteration 61Q: 3 clusters Score -2498811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2498813.250000 Penalty: 3156.270020
	Iteration 62Q: 3 clusters Score -2498813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2498814.750000 Penalty: 3156.270020
	Iteration 63Q: 3 clusters Score -2498815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2498815.750000 Penalty: 3156.270020
	Iteration 64Q: 3 clusters Score -2498816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2498815.750000 Penalty: 3156.270020
	Iteration 65F: 3 clusters Score -2498816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -147443.421875 Penalty: 1156.017822
	Iteration 0F: 2 clusters Score -147443.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -145895.875000 Penalty: 2312.035645
	Iteration 0F: 3 clusters Score -145895.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -146386.484375 Penalty: 2312.035645
	Iteration 1F: 3 clusters Score -146386.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -146600.187500 Penalty: 2312.035645
	Iteration 2F: 3 clusters Score -146600.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -146819.328125 Penalty: 2312.035645
	Iteration 3F: 3 clusters Score -146819.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -147035.750000 Penalty: 2312.035645
	Iteration 4F: 3 clusters Score -147035.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -147220.375000 Penalty: 2312.035645
	Iteration 5F: 3 clusters Score -147220.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -147325.656250 Penalty: 2312.035645
	Iteration 6Q: 3 clusters Score -147325.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -147371.828125 Penalty: 2312.035645
	Iteration 7Q: 3 clusters Score -147371.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -147407.750000 Penalty: 2312.035645
	Iteration 8Q: 3 clusters Score -147407.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -147427.625000 Penalty: 2312.035645
	Iteration 9Q: 3 clusters Score -147427.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -147436.187500 Penalty: 2312.035645
	Iteration 10Q: 3 clusters Score -147436.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -147446.250000 Penalty: 2312.035645
	Iteration 11Q: 3 clusters Score -147446.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -147451.250000 Penalty: 2312.035645
	Iteration 12Q: 3 clusters Score -147451.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -147454.296875 Penalty: 2312.035645
	Iteration 13Q: 3 clusters Score -147454.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -147458.734375 Penalty: 2312.035645
	Iteration 14Q: 3 clusters Score -147458.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -147459.906250 Penalty: 2312.035645
	Iteration 15Q: 3 clusters Score -147459.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -147460.484375 Penalty: 2312.035645
	Iteration 16Q: 3 clusters Score -147460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -147461.921875 Penalty: 2312.035645
	Iteration 17Q: 3 clusters Score -147461.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -147465.828125 Penalty: 2312.035645
	Iteration 18Q: 3 clusters Score -147465.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -147469.984375 Penalty: 2312.035645
	Iteration 19Q: 3 clusters Score -147470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -147472.625000 Penalty: 2312.035645
	Iteration 20F: 3 clusters Score -147472.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -147476.703125 Penalty: 2312.035645
	Iteration 21Q: 3 clusters Score -147476.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -147478.828125 Penalty: 2312.035645
	Iteration 22Q: 3 clusters Score -147478.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -147478.828125 Penalty: 2312.035645
	Iteration 23F: 3 clusters Score -147478.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16508 members 
Mstep: Class 4 contains 555 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22554 members 
Mstep: Class 13 contains 8283 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8084 members 
Mstep: Class 27 contains 12434 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11844 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24810 members 
Mstep: Class 44 contains 16297 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12780 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22798 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Mstep: Class 81 contains 674 members 
Entering Unmasked Estep 
Score: -85943672.000000 Penalty: 175152.437500
Splitting cluster 4 changes total score from -85944576.000000 to -85943672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (29674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Entering Unmasked Estep 
Score: -4524521.000000 Penalty: 1673.429199
	Iteration 0F: 2 clusters Score -4524521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -4507508.000000 Penalty: 3346.858398
	Iteration 0F: 3 clusters Score -4507508 nChanged 13698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -4515257.000000 Penalty: 3346.858398
	Iteration 1F: 3 clusters Score -4515257 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -4515890.500000 Penalty: 3346.858398
	Iteration 2F: 3 clusters Score -4515890 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -4516552.500000 Penalty: 3346.858398
	Iteration 3F: 3 clusters Score -4516552 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -4517142.500000 Penalty: 3346.858398
	Iteration 4F: 3 clusters Score -4517142 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4517623.000000 Penalty: 3346.858398
	Iteration 5F: 3 clusters Score -4517623 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -4518124.500000 Penalty: 3346.858398
	Iteration 6Q: 3 clusters Score -4518124 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -4518443.000000 Penalty: 3346.858398
	Iteration 7Q: 3 clusters Score -4518443 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -4518707.500000 Penalty: 3346.858398
	Iteration 8Q: 3 clusters Score -4518708 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -4518969.000000 Penalty: 3346.858398
	Iteration 9Q: 3 clusters Score -4518969 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -4519225.000000 Penalty: 3346.858398
	Iteration 10Q: 3 clusters Score -4519225 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -4519429.500000 Penalty: 3346.858398
	Iteration 11Q: 3 clusters Score -4519430 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -4519569.000000 Penalty: 3346.858398
	Iteration 12Q: 3 clusters Score -4519569 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -4519776.000000 Penalty: 3346.858398
	Iteration 13Q: 3 clusters Score -4519776 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -4520019.500000 Penalty: 3346.858398
	Iteration 14Q: 3 clusters Score -4520020 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -4520242.500000 Penalty: 3346.858398
	Iteration 15Q: 3 clusters Score -4520242 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -4520357.000000 Penalty: 3346.858398
	Iteration 16Q: 3 clusters Score -4520357 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -4520416.000000 Penalty: 3346.858398
	Iteration 17Q: 3 clusters Score -4520416 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -4520376.500000 Penalty: 3346.858398
	Iteration 18Q: 3 clusters Score -4520376 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -4520407.500000 Penalty: 3346.858398
	Iteration 19Q: 3 clusters Score -4520408 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -4520414.500000 Penalty: 3346.858398
	Iteration 20F: 3 clusters Score -4520414 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -4520407.000000 Penalty: 3346.858398
	Iteration 21Q: 3 clusters Score -4520407 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -4520383.500000 Penalty: 3346.858398
	Iteration 22Q: 3 clusters Score -4520384 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -4520347.500000 Penalty: 3346.858398
	Iteration 23Q: 3 clusters Score -4520348 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -4520362.000000 Penalty: 3346.858398
	Iteration 24Q: 3 clusters Score -4520362 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -4520395.000000 Penalty: 3346.858398
	Iteration 25Q: 3 clusters Score -4520395 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -4520393.000000 Penalty: 3346.858398
	Iteration 26Q: 3 clusters Score -4520393 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -4520417.500000 Penalty: 3346.858398
	Iteration 27Q: 3 clusters Score -4520418 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -4520469.500000 Penalty: 3346.858398
	Iteration 28Q: 3 clusters Score -4520470 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -4520457.000000 Penalty: 3346.858398
	Iteration 29Q: 3 clusters Score -4520457 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -4520475.000000 Penalty: 3346.858398
	Iteration 30Q: 3 clusters Score -4520475 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -4520437.000000 Penalty: 3346.858398
	Iteration 31Q: 3 clusters Score -4520437 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -4520464.500000 Penalty: 3346.858398
	Iteration 32Q: 3 clusters Score -4520464 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -4520504.000000 Penalty: 3346.858398
	Iteration 33Q: 3 clusters Score -4520504 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -4520607.000000 Penalty: 3346.858398
	Iteration 34Q: 3 clusters Score -4520607 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -4520664.500000 Penalty: 3346.858398
	Iteration 35Q: 3 clusters Score -4520664 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -4520737.000000 Penalty: 3346.858398
	Iteration 36Q: 3 clusters Score -4520737 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -4520772.500000 Penalty: 3346.858398
	Iteration 37Q: 3 clusters Score -4520772 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -4520829.000000 Penalty: 3346.858398
	Iteration 38Q: 3 clusters Score -4520829 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -4520843.500000 Penalty: 3346.858398
	Iteration 39Q: 3 clusters Score -4520844 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -4520924.500000 Penalty: 3346.858398
	Iteration 40F: 3 clusters Score -4520924 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -4520948.000000 Penalty: 3346.858398
	Iteration 41Q: 3 clusters Score -4520948 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -4521014.000000 Penalty: 3346.858398
	Iteration 42Q: 3 clusters Score -4521014 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -4521051.000000 Penalty: 3346.858398
	Iteration 43Q: 3 clusters Score -4521051 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -4521084.500000 Penalty: 3346.858398
	Iteration 44Q: 3 clusters Score -4521084 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -4521114.500000 Penalty: 3346.858398
	Iteration 45Q: 3 clusters Score -4521114 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -4521139.000000 Penalty: 3346.858398
	Iteration 46Q: 3 clusters Score -4521139 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -4521145.000000 Penalty: 3346.858398
	Iteration 47Q: 3 clusters Score -4521145 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -4521084.500000 Penalty: 3346.858398
	Iteration 48Q: 3 clusters Score -4521084 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -4521045.500000 Penalty: 3346.858398
	Iteration 49Q: 3 clusters Score -4521046 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -4521005.500000 Penalty: 3346.858398
	Iteration 50Q: 3 clusters Score -4521006 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -4520926.000000 Penalty: 3346.858398
	Iteration 51Q: 3 clusters Score -4520926 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -4520858.000000 Penalty: 3346.858398
	Iteration 52Q: 3 clusters Score -4520858 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -4520780.500000 Penalty: 3346.858398
	Iteration 53Q: 3 clusters Score -4520780 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -4520750.500000 Penalty: 3346.858398
	Iteration 54Q: 3 clusters Score -4520750 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -4520709.000000 Penalty: 3346.858398
	Iteration 55Q: 3 clusters Score -4520709 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -4520681.000000 Penalty: 3346.858398
	Iteration 56Q: 3 clusters Score -4520681 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -4520657.000000 Penalty: 3346.858398
	Iteration 57Q: 3 clusters Score -4520657 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -4520628.000000 Penalty: 3346.858398
	Iteration 58Q: 3 clusters Score -4520628 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -4520620.500000 Penalty: 3346.858398
	Iteration 59Q: 3 clusters Score -4520620 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -4520708.500000 Penalty: 3346.858398
	Iteration 60F: 3 clusters Score -4520708 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -4520695.500000 Penalty: 3346.858398
	Iteration 61Q: 3 clusters Score -4520696 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -4520671.000000 Penalty: 3346.858398
	Iteration 62Q: 3 clusters Score -4520671 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -4520663.000000 Penalty: 3346.858398
	Iteration 63Q: 3 clusters Score -4520663 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -4520622.500000 Penalty: 3346.858398
	Iteration 64Q: 3 clusters Score -4520622 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -4520612.000000 Penalty: 3346.858398
	Iteration 65Q: 3 clusters Score -4520612 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -4520572.500000 Penalty: 3346.858398
	Iteration 66Q: 3 clusters Score -4520572 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -4520526.500000 Penalty: 3346.858398
	Iteration 67Q: 3 clusters Score -4520526 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -4520523.000000 Penalty: 3346.858398
	Iteration 68Q: 3 clusters Score -4520523 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -4520502.000000 Penalty: 3346.858398
	Iteration 69Q: 3 clusters Score -4520502 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -4520487.500000 Penalty: 3346.858398
	Iteration 70Q: 3 clusters Score -4520488 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -4520480.500000 Penalty: 3346.858398
	Iteration 71Q: 3 clusters Score -4520480 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -4520472.000000 Penalty: 3346.858398
	Iteration 72Q: 3 clusters Score -4520472 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -4520440.500000 Penalty: 3346.858398
	Iteration 73Q: 3 clusters Score -4520440 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -4520442.000000 Penalty: 3346.858398
	Iteration 74Q: 3 clusters Score -4520442 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -4520423.500000 Penalty: 3346.858398
	Iteration 75Q: 3 clusters Score -4520424 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -4520425.500000 Penalty: 3346.858398
	Iteration 76Q: 3 clusters Score -4520426 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -4520422.500000 Penalty: 3346.858398
	Iteration 77Q: 3 clusters Score -4520422 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -4520427.500000 Penalty: 3346.858398
	Iteration 78Q: 3 clusters Score -4520428 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -4520415.000000 Penalty: 3346.858398
	Iteration 79Q: 3 clusters Score -4520415 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -4520423.500000 Penalty: 3346.858398
	Iteration 80F: 3 clusters Score -4520424 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -4520440.500000 Penalty: 3346.858398
	Iteration 81Q: 3 clusters Score -4520440 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -4520434.000000 Penalty: 3346.858398
	Iteration 82Q: 3 clusters Score -4520434 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -4520449.000000 Penalty: 3346.858398
	Iteration 83Q: 3 clusters Score -4520449 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -4520470.000000 Penalty: 3346.858398
	Iteration 84Q: 3 clusters Score -4520470 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -4520465.000000 Penalty: 3346.858398
	Iteration 85Q: 3 clusters Score -4520465 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -4520480.000000 Penalty: 3346.858398
	Iteration 86Q: 3 clusters Score -4520480 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -4520482.500000 Penalty: 3346.858398
	Iteration 87Q: 3 clusters Score -4520482 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -4520501.000000 Penalty: 3346.858398
	Iteration 88Q: 3 clusters Score -4520501 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -4520528.500000 Penalty: 3346.858398
	Iteration 89Q: 3 clusters Score -4520528 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -4520562.000000 Penalty: 3346.858398
	Iteration 90Q: 3 clusters Score -4520562 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -4520554.500000 Penalty: 3346.858398
	Iteration 91Q: 3 clusters Score -4520554 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -4520550.500000 Penalty: 3346.858398
	Iteration 92Q: 3 clusters Score -4520550 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -4520572.500000 Penalty: 3346.858398
	Iteration 93Q: 3 clusters Score -4520572 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -4520588.000000 Penalty: 3346.858398
	Iteration 94Q: 3 clusters Score -4520588 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -4520618.500000 Penalty: 3346.858398
	Iteration 95Q: 3 clusters Score -4520618 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -4520651.000000 Penalty: 3346.858398
	Iteration 96Q: 3 clusters Score -4520651 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -4520675.000000 Penalty: 3346.858398
	Iteration 97Q: 3 clusters Score -4520675 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -4520722.500000 Penalty: 3346.858398
	Iteration 98Q: 3 clusters Score -4520722 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -4520758.000000 Penalty: 3346.858398
	Iteration 99Q: 3 clusters Score -4520758 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -4520796.500000 Penalty: 3346.858398
	Iteration 100F: 3 clusters Score -4520796 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -4520797.500000 Penalty: 3346.858398
	Iteration 101Q: 3 clusters Score -4520798 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -4520799.500000 Penalty: 3346.858398
	Iteration 102Q: 3 clusters Score -4520800 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -4520788.500000 Penalty: 3346.858398
	Iteration 103Q: 3 clusters Score -4520788 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -4520805.500000 Penalty: 3346.858398
	Iteration 104Q: 3 clusters Score -4520806 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -4520810.000000 Penalty: 3346.858398
	Iteration 105Q: 3 clusters Score -4520810 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -4520822.500000 Penalty: 3346.858398
	Iteration 106Q: 3 clusters Score -4520822 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -4520825.000000 Penalty: 3346.858398
	Iteration 107Q: 3 clusters Score -4520825 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -4520839.000000 Penalty: 3346.858398
	Iteration 108Q: 3 clusters Score -4520839 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -4520846.500000 Penalty: 3346.858398
	Iteration 109Q: 3 clusters Score -4520846 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -4520856.000000 Penalty: 3346.858398
	Iteration 110Q: 3 clusters Score -4520856 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -4520879.000000 Penalty: 3346.858398
	Iteration 111Q: 3 clusters Score -4520879 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -4520871.500000 Penalty: 3346.858398
	Iteration 112Q: 3 clusters Score -4520872 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -4520869.500000 Penalty: 3346.858398
	Iteration 113Q: 3 clusters Score -4520870 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -4520878.500000 Penalty: 3346.858398
	Iteration 114Q: 3 clusters Score -4520878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -4520886.500000 Penalty: 3346.858398
	Iteration 115Q: 3 clusters Score -4520886 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -4520901.000000 Penalty: 3346.858398
	Iteration 116Q: 3 clusters Score -4520901 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -4520908.000000 Penalty: 3346.858398
	Iteration 117Q: 3 clusters Score -4520908 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -4520924.500000 Penalty: 3346.858398
	Iteration 118Q: 3 clusters Score -4520924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -4520916.000000 Penalty: 3346.858398
	Iteration 119Q: 3 clusters Score -4520916 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -4520918.000000 Penalty: 3346.858398
	Iteration 120F: 3 clusters Score -4520918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -4520921.000000 Penalty: 3346.858398
	Iteration 121Q: 3 clusters Score -4520921 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -4520922.500000 Penalty: 3346.858398
	Iteration 122Q: 3 clusters Score -4520922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -4520932.000000 Penalty: 3346.858398
	Iteration 123Q: 3 clusters Score -4520932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -4520928.000000 Penalty: 3346.858398
	Iteration 124Q: 3 clusters Score -4520928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -4520933.500000 Penalty: 3346.858398
	Iteration 125Q: 3 clusters Score -4520934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -4520923.000000 Penalty: 3346.858398
	Iteration 126Q: 3 clusters Score -4520923 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -4520937.500000 Penalty: 3346.858398
	Iteration 127Q: 3 clusters Score -4520938 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -4520934.500000 Penalty: 3346.858398
	Iteration 128Q: 3 clusters Score -4520934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -4520939.500000 Penalty: 3346.858398
	Iteration 129Q: 3 clusters Score -4520940 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -4520937.000000 Penalty: 3346.858398
	Iteration 130Q: 3 clusters Score -4520937 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -4520928.500000 Penalty: 3346.858398
	Iteration 131Q: 3 clusters Score -4520928 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -4520930.500000 Penalty: 3346.858398
	Iteration 132Q: 3 clusters Score -4520930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -4520943.500000 Penalty: 3346.858398
	Iteration 133Q: 3 clusters Score -4520944 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -4520953.500000 Penalty: 3346.858398
	Iteration 134Q: 3 clusters Score -4520954 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -4520950.000000 Penalty: 3346.858398
	Iteration 135Q: 3 clusters Score -4520950 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -4520966.500000 Penalty: 3346.858398
	Iteration 136Q: 3 clusters Score -4520966 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -4520973.500000 Penalty: 3346.858398
	Iteration 137Q: 3 clusters Score -4520974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -4520962.000000 Penalty: 3346.858398
	Iteration 138Q: 3 clusters Score -4520962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -4520956.500000 Penalty: 3346.858398
	Iteration 139Q: 3 clusters Score -4520956 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -4520962.000000 Penalty: 3346.858398
	Iteration 140F: 3 clusters Score -4520962 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -4520964.500000 Penalty: 3346.858398
	Iteration 141Q: 3 clusters Score -4520964 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -4520961.500000 Penalty: 3346.858398
	Iteration 142Q: 3 clusters Score -4520962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -4520962.500000 Penalty: 3346.858398
	Iteration 143Q: 3 clusters Score -4520962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -4520960.000000 Penalty: 3346.858398
	Iteration 144Q: 3 clusters Score -4520960 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -4520967.500000 Penalty: 3346.858398
	Iteration 145Q: 3 clusters Score -4520968 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -4520971.500000 Penalty: 3346.858398
	Iteration 146Q: 3 clusters Score -4520972 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -4520965.500000 Penalty: 3346.858398
	Iteration 147Q: 3 clusters Score -4520966 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -4520973.500000 Penalty: 3346.858398
	Iteration 148Q: 3 clusters Score -4520974 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -4520988.500000 Penalty: 3346.858398
	Iteration 149Q: 3 clusters Score -4520988 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -4520972.000000 Penalty: 3346.858398
	Iteration 150Q: 3 clusters Score -4520972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -4520972.500000 Penalty: 3346.858398
	Iteration 151Q: 3 clusters Score -4520972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -4520965.500000 Penalty: 3346.858398
	Iteration 152Q: 3 clusters Score -4520966 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -4520968.500000 Penalty: 3346.858398
	Iteration 153Q: 3 clusters Score -4520968 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -4520979.500000 Penalty: 3346.858398
	Iteration 154Q: 3 clusters Score -4520980 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -4520973.500000 Penalty: 3346.858398
	Iteration 155Q: 3 clusters Score -4520974 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -4520955.000000 Penalty: 3346.858398
	Iteration 156Q: 3 clusters Score -4520955 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -4520937.000000 Penalty: 3346.858398
	Iteration 157Q: 3 clusters Score -4520937 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -4520953.500000 Penalty: 3346.858398
	Iteration 158Q: 3 clusters Score -4520954 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -4520941.500000 Penalty: 3346.858398
	Iteration 159Q: 3 clusters Score -4520942 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -4520918.500000 Penalty: 3346.858398
	Iteration 160F: 3 clusters Score -4520918 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -4520912.500000 Penalty: 3346.858398
	Iteration 161Q: 3 clusters Score -4520912 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -4520898.000000 Penalty: 3346.858398
	Iteration 162Q: 3 clusters Score -4520898 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -4520893.500000 Penalty: 3346.858398
	Iteration 163Q: 3 clusters Score -4520894 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -4520891.500000 Penalty: 3346.858398
	Iteration 164Q: 3 clusters Score -4520892 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -4520904.000000 Penalty: 3346.858398
	Iteration 165Q: 3 clusters Score -4520904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -4520892.500000 Penalty: 3346.858398
	Iteration 166Q: 3 clusters Score -4520892 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -4520894.500000 Penalty: 3346.858398
	Iteration 167Q: 3 clusters Score -4520894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -4520878.000000 Penalty: 3346.858398
	Iteration 168Q: 3 clusters Score -4520878 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -4520869.500000 Penalty: 3346.858398
	Iteration 169Q: 3 clusters Score -4520870 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -4520873.500000 Penalty: 3346.858398
	Iteration 170Q: 3 clusters Score -4520874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -4520858.000000 Penalty: 3346.858398
	Iteration 171Q: 3 clusters Score -4520858 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -4520856.000000 Penalty: 3346.858398
	Iteration 172Q: 3 clusters Score -4520856 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -4520850.500000 Penalty: 3346.858398
	Iteration 173Q: 3 clusters Score -4520850 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -4520852.500000 Penalty: 3346.858398
	Iteration 174Q: 3 clusters Score -4520852 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -4520841.500000 Penalty: 3346.858398
	Iteration 175Q: 3 clusters Score -4520842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -4520847.500000 Penalty: 3346.858398
	Iteration 176Q: 3 clusters Score -4520848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -4520835.500000 Penalty: 3346.858398
	Iteration 177Q: 3 clusters Score -4520836 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -4520851.500000 Penalty: 3346.858398
	Iteration 178Q: 3 clusters Score -4520852 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -4520865.500000 Penalty: 3346.858398
	Iteration 179Q: 3 clusters Score -4520866 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -4520864.500000 Penalty: 3346.858398
	Iteration 180F: 3 clusters Score -4520864 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -4520860.500000 Penalty: 3346.858398
	Iteration 181Q: 3 clusters Score -4520860 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -4520873.500000 Penalty: 3346.858398
	Iteration 182Q: 3 clusters Score -4520874 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -4520874.500000 Penalty: 3346.858398
	Iteration 183Q: 3 clusters Score -4520874 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -4520895.500000 Penalty: 3346.858398
	Iteration 184Q: 3 clusters Score -4520896 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -4520889.500000 Penalty: 3346.858398
	Iteration 185Q: 3 clusters Score -4520890 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -4520901.500000 Penalty: 3346.858398
	Iteration 186Q: 3 clusters Score -4520902 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -4520887.000000 Penalty: 3346.858398
	Iteration 187Q: 3 clusters Score -4520887 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -4520896.500000 Penalty: 3346.858398
	Iteration 188Q: 3 clusters Score -4520896 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -4520896.500000 Penalty: 3346.858398
	Iteration 189Q: 3 clusters Score -4520896 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -4520900.000000 Penalty: 3346.858398
	Iteration 190Q: 3 clusters Score -4520900 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -4520902.500000 Penalty: 3346.858398
	Iteration 191Q: 3 clusters Score -4520902 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -4520901.500000 Penalty: 3346.858398
	Iteration 192Q: 3 clusters Score -4520902 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -4520907.000000 Penalty: 3346.858398
	Iteration 193Q: 3 clusters Score -4520907 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -4520925.500000 Penalty: 3346.858398
	Iteration 194Q: 3 clusters Score -4520926 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -4520944.000000 Penalty: 3346.858398
	Iteration 195Q: 3 clusters Score -4520944 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -4520942.000000 Penalty: 3346.858398
	Iteration 196Q: 3 clusters Score -4520942 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -4520948.500000 Penalty: 3346.858398
	Iteration 197Q: 3 clusters Score -4520948 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -4520941.500000 Penalty: 3346.858398
	Iteration 198Q: 3 clusters Score -4520942 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -4520945.500000 Penalty: 3346.858398
	Iteration 199Q: 3 clusters Score -4520946 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -4520948.500000 Penalty: 3346.858398
	Iteration 200F: 3 clusters Score -4520948 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -4520953.000000 Penalty: 3346.858398
	Iteration 201Q: 3 clusters Score -4520953 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -4520957.500000 Penalty: 3346.858398
	Iteration 202Q: 3 clusters Score -4520958 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -4520958.500000 Penalty: 3346.858398
	Iteration 203Q: 3 clusters Score -4520958 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -4520964.500000 Penalty: 3346.858398
	Iteration 204Q: 3 clusters Score -4520964 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -4520954.000000 Penalty: 3346.858398
	Iteration 205Q: 3 clusters Score -4520954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -4520972.500000 Penalty: 3346.858398
	Iteration 206Q: 3 clusters Score -4520972 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -4520971.500000 Penalty: 3346.858398
	Iteration 207Q: 3 clusters Score -4520972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -4520965.000000 Penalty: 3346.858398
	Iteration 208Q: 3 clusters Score -4520965 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -4520959.500000 Penalty: 3346.858398
	Iteration 209Q: 3 clusters Score -4520960 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -4520978.000000 Penalty: 3346.858398
	Iteration 210Q: 3 clusters Score -4520978 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -4520986.500000 Penalty: 3346.858398
	Iteration 211Q: 3 clusters Score -4520986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -4520988.000000 Penalty: 3346.858398
	Iteration 212Q: 3 clusters Score -4520988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -4520991.000000 Penalty: 3346.858398
	Iteration 213Q: 3 clusters Score -4520991 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -4520991.000000 Penalty: 3346.858398
	Iteration 214Q: 3 clusters Score -4520991 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -4520999.500000 Penalty: 3346.858398
	Iteration 215Q: 3 clusters Score -4521000 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -4521003.000000 Penalty: 3346.858398
	Iteration 216Q: 3 clusters Score -4521003 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -4521025.000000 Penalty: 3346.858398
	Iteration 217Q: 3 clusters Score -4521025 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -4521028.000000 Penalty: 3346.858398
	Iteration 218Q: 3 clusters Score -4521028 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -4521030.500000 Penalty: 3346.858398
	Iteration 219Q: 3 clusters Score -4521030 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -4521046.000000 Penalty: 3346.858398
	Iteration 220F: 3 clusters Score -4521046 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -4521042.000000 Penalty: 3346.858398
	Iteration 221Q: 3 clusters Score -4521042 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -4521059.500000 Penalty: 3346.858398
	Iteration 222Q: 3 clusters Score -4521060 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -4521056.500000 Penalty: 3346.858398
	Iteration 223Q: 3 clusters Score -4521056 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -4521072.500000 Penalty: 3346.858398
	Iteration 224Q: 3 clusters Score -4521072 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -4521067.000000 Penalty: 3346.858398
	Iteration 225Q: 3 clusters Score -4521067 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -4521067.500000 Penalty: 3346.858398
	Iteration 226Q: 3 clusters Score -4521068 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -4521076.000000 Penalty: 3346.858398
	Iteration 227Q: 3 clusters Score -4521076 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -4521064.500000 Penalty: 3346.858398
	Iteration 228Q: 3 clusters Score -4521064 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -4521083.000000 Penalty: 3346.858398
	Iteration 229Q: 3 clusters Score -4521083 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -4521075.500000 Penalty: 3346.858398
	Iteration 230Q: 3 clusters Score -4521076 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -4521085.000000 Penalty: 3346.858398
	Iteration 231Q: 3 clusters Score -4521085 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -4521099.000000 Penalty: 3346.858398
	Iteration 232Q: 3 clusters Score -4521099 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -4521125.500000 Penalty: 3346.858398
	Iteration 233Q: 3 clusters Score -4521126 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -4521117.500000 Penalty: 3346.858398
	Iteration 234Q: 3 clusters Score -4521118 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -4521129.500000 Penalty: 3346.858398
	Iteration 235Q: 3 clusters Score -4521130 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -4521153.000000 Penalty: 3346.858398
	Iteration 236Q: 3 clusters Score -4521153 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -4521170.000000 Penalty: 3346.858398
	Iteration 237Q: 3 clusters Score -4521170 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -4521193.000000 Penalty: 3346.858398
	Iteration 238Q: 3 clusters Score -4521193 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -4521190.000000 Penalty: 3346.858398
	Iteration 239Q: 3 clusters Score -4521190 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -4521204.500000 Penalty: 3346.858398
	Iteration 240F: 3 clusters Score -4521204 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -4521218.500000 Penalty: 3346.858398
	Iteration 241Q: 3 clusters Score -4521218 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -4521236.000000 Penalty: 3346.858398
	Iteration 242Q: 3 clusters Score -4521236 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -4521230.500000 Penalty: 3346.858398
	Iteration 243Q: 3 clusters Score -4521230 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -4521242.000000 Penalty: 3346.858398
	Iteration 244Q: 3 clusters Score -4521242 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -4521241.500000 Penalty: 3346.858398
	Iteration 245Q: 3 clusters Score -4521242 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -4521236.500000 Penalty: 3346.858398
	Iteration 246Q: 3 clusters Score -4521236 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -4521248.500000 Penalty: 3346.858398
	Iteration 247Q: 3 clusters Score -4521248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -4521256.000000 Penalty: 3346.858398
	Iteration 248Q: 3 clusters Score -4521256 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -4521268.500000 Penalty: 3346.858398
	Iteration 249Q: 3 clusters Score -4521268 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -4521286.000000 Penalty: 3346.858398
	Iteration 250Q: 3 clusters Score -4521286 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -4521287.500000 Penalty: 3346.858398
	Iteration 251Q: 3 clusters Score -4521288 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -4521295.500000 Penalty: 3346.858398
	Iteration 252Q: 3 clusters Score -4521296 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -4521322.500000 Penalty: 3346.858398
	Iteration 253Q: 3 clusters Score -4521322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -4521325.000000 Penalty: 3346.858398
	Iteration 254Q: 3 clusters Score -4521325 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -4521355.000000 Penalty: 3346.858398
	Iteration 255Q: 3 clusters Score -4521355 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -4521378.000000 Penalty: 3346.858398
	Iteration 256Q: 3 clusters Score -4521378 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -4521392.000000 Penalty: 3346.858398
	Iteration 257Q: 3 clusters Score -4521392 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -4521411.000000 Penalty: 3346.858398
	Iteration 258Q: 3 clusters Score -4521411 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -4521439.000000 Penalty: 3346.858398
	Iteration 259Q: 3 clusters Score -4521439 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -4521466.000000 Penalty: 3346.858398
	Iteration 260F: 3 clusters Score -4521466 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -4521487.500000 Penalty: 3346.858398
	Iteration 261Q: 3 clusters Score -4521488 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -4521527.000000 Penalty: 3346.858398
	Iteration 262Q: 3 clusters Score -4521527 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -4521609.000000 Penalty: 3346.858398
	Iteration 263Q: 3 clusters Score -4521609 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -4521639.000000 Penalty: 3346.858398
	Iteration 264Q: 3 clusters Score -4521639 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -4521687.500000 Penalty: 3346.858398
	Iteration 265Q: 3 clusters Score -4521688 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -4521753.500000 Penalty: 3346.858398
	Iteration 266Q: 3 clusters Score -4521754 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -4521836.500000 Penalty: 3346.858398
	Iteration 267Q: 3 clusters Score -4521836 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -4521924.000000 Penalty: 3346.858398
	Iteration 268Q: 3 clusters Score -4521924 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -4522024.500000 Penalty: 3346.858398
	Iteration 269Q: 3 clusters Score -4522024 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -4522134.000000 Penalty: 3346.858398
	Iteration 270Q: 3 clusters Score -4522134 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -4522245.000000 Penalty: 3346.858398
	Iteration 271Q: 3 clusters Score -4522245 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -4522367.500000 Penalty: 3346.858398
	Iteration 272Q: 3 clusters Score -4522368 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -4522507.500000 Penalty: 3346.858398
	Iteration 273Q: 3 clusters Score -4522508 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -4522634.500000 Penalty: 3346.858398
	Iteration 274Q: 3 clusters Score -4522634 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -4522789.000000 Penalty: 3346.858398
	Iteration 275Q: 3 clusters Score -4522789 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -4522948.000000 Penalty: 3346.858398
	Iteration 276Q: 3 clusters Score -4522948 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -4523101.500000 Penalty: 3346.858398
	Iteration 277Q: 3 clusters Score -4523102 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -4523292.500000 Penalty: 3346.858398
	Iteration 278Q: 3 clusters Score -4523292 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -4523469.000000 Penalty: 3346.858398
	Iteration 279Q: 3 clusters Score -4523469 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -4523642.500000 Penalty: 3346.858398
	Iteration 280F: 3 clusters Score -4523642 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -4523819.500000 Penalty: 3346.858398
	Iteration 281Q: 3 clusters Score -4523820 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -4523945.500000 Penalty: 3346.858398
	Iteration 282Q: 3 clusters Score -4523946 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -4524095.000000 Penalty: 3346.858398
	Iteration 283Q: 3 clusters Score -4524095 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -4524220.500000 Penalty: 3346.858398
	Iteration 284Q: 3 clusters Score -4524220 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -4524309.000000 Penalty: 3346.858398
	Iteration 285Q: 3 clusters Score -4524309 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -4524415.000000 Penalty: 3346.858398
	Iteration 286Q: 3 clusters Score -4524415 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -4524499.500000 Penalty: 3346.858398
	Iteration 287Q: 3 clusters Score -4524500 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -4524574.000000 Penalty: 3346.858398
	Iteration 288Q: 3 clusters Score -4524574 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -4524632.000000 Penalty: 3346.858398
	Iteration 289Q: 3 clusters Score -4524632 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -4524672.500000 Penalty: 3346.858398
	Iteration 290Q: 3 clusters Score -4524672 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -4524693.500000 Penalty: 3346.858398
	Iteration 291Q: 3 clusters Score -4524694 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -4524712.500000 Penalty: 3346.858398
	Iteration 292Q: 3 clusters Score -4524712 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -4524727.000000 Penalty: 3346.858398
	Iteration 293Q: 3 clusters Score -4524727 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -4524748.500000 Penalty: 3346.858398
	Iteration 294Q: 3 clusters Score -4524748 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -4524736.000000 Penalty: 3346.858398
	Iteration 295Q: 3 clusters Score -4524736 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -4524732.500000 Penalty: 3346.858398
	Iteration 296Q: 3 clusters Score -4524732 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -4524708.500000 Penalty: 3346.858398
	Iteration 297Q: 3 clusters Score -4524708 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -4524665.500000 Penalty: 3346.858398
	Iteration 298Q: 3 clusters Score -4524666 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -4524653.500000 Penalty: 3346.858398
	Iteration 299Q: 3 clusters Score -4524654 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -4524635.000000 Penalty: 3346.858398
	Iteration 300F: 3 clusters Score -4524635 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -4524623.500000 Penalty: 3346.858398
	Iteration 301Q: 3 clusters Score -4524624 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -4524594.000000 Penalty: 3346.858398
	Iteration 302Q: 3 clusters Score -4524594 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -4524538.500000 Penalty: 3346.858398
	Iteration 303Q: 3 clusters Score -4524538 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -4524518.500000 Penalty: 3346.858398
	Iteration 304Q: 3 clusters Score -4524518 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -4524499.000000 Penalty: 3346.858398
	Iteration 305Q: 3 clusters Score -4524499 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -4524448.500000 Penalty: 3346.858398
	Iteration 306Q: 3 clusters Score -4524448 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -4524428.500000 Penalty: 3346.858398
	Iteration 307Q: 3 clusters Score -4524428 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -4524398.500000 Penalty: 3346.858398
	Iteration 308Q: 3 clusters Score -4524398 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -4524377.500000 Penalty: 3346.858398
	Iteration 309Q: 3 clusters Score -4524378 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -4524355.000000 Penalty: 3346.858398
	Iteration 310Q: 3 clusters Score -4524355 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -4524346.500000 Penalty: 3346.858398
	Iteration 311Q: 3 clusters Score -4524346 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4524313.000000 Penalty: 3346.858398
	Iteration 312Q: 3 clusters Score -4524313 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -4524323.000000 Penalty: 3346.858398
	Iteration 313Q: 3 clusters Score -4524323 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -4524318.500000 Penalty: 3346.858398
	Iteration 314Q: 3 clusters Score -4524318 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -4524284.500000 Penalty: 3346.858398
	Iteration 315Q: 3 clusters Score -4524284 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -4524277.000000 Penalty: 3346.858398
	Iteration 316Q: 3 clusters Score -4524277 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -4524262.000000 Penalty: 3346.858398
	Iteration 317Q: 3 clusters Score -4524262 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -4524213.000000 Penalty: 3346.858398
	Iteration 318Q: 3 clusters Score -4524213 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -4524195.500000 Penalty: 3346.858398
	Iteration 319Q: 3 clusters Score -4524196 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -4524184.000000 Penalty: 3346.858398
	Iteration 320F: 3 clusters Score -4524184 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -4524133.500000 Penalty: 3346.858398
	Iteration 321Q: 3 clusters Score -4524134 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -4524116.000000 Penalty: 3346.858398
	Iteration 322Q: 3 clusters Score -4524116 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -4524084.500000 Penalty: 3346.858398
	Iteration 323Q: 3 clusters Score -4524084 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -4524044.000000 Penalty: 3346.858398
	Iteration 324Q: 3 clusters Score -4524044 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -4524017.000000 Penalty: 3346.858398
	Iteration 325Q: 3 clusters Score -4524017 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -4523990.500000 Penalty: 3346.858398
	Iteration 326Q: 3 clusters Score -4523990 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -4523978.500000 Penalty: 3346.858398
	Iteration 327Q: 3 clusters Score -4523978 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -4523935.500000 Penalty: 3346.858398
	Iteration 328Q: 3 clusters Score -4523936 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -4523916.500000 Penalty: 3346.858398
	Iteration 329Q: 3 clusters Score -4523916 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -4523898.500000 Penalty: 3346.858398
	Iteration 330Q: 3 clusters Score -4523898 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -4523894.000000 Penalty: 3346.858398
	Iteration 331Q: 3 clusters Score -4523894 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -4523840.500000 Penalty: 3346.858398
	Iteration 332Q: 3 clusters Score -4523840 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -4523808.500000 Penalty: 3346.858398
	Iteration 333Q: 3 clusters Score -4523808 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -4523793.500000 Penalty: 3346.858398
	Iteration 334Q: 3 clusters Score -4523794 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -4523764.500000 Penalty: 3346.858398
	Iteration 335Q: 3 clusters Score -4523764 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -4523747.000000 Penalty: 3346.858398
	Iteration 336Q: 3 clusters Score -4523747 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -4523729.000000 Penalty: 3346.858398
	Iteration 337Q: 3 clusters Score -4523729 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -4523704.000000 Penalty: 3346.858398
	Iteration 338Q: 3 clusters Score -4523704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -4523699.000000 Penalty: 3346.858398
	Iteration 339Q: 3 clusters Score -4523699 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -4523704.500000 Penalty: 3346.858398
	Iteration 340F: 3 clusters Score -4523704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -4523680.500000 Penalty: 3346.858398
	Iteration 341Q: 3 clusters Score -4523680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -4523670.500000 Penalty: 3346.858398
	Iteration 342Q: 3 clusters Score -4523670 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -4523670.000000 Penalty: 3346.858398
	Iteration 343Q: 3 clusters Score -4523670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -4523657.500000 Penalty: 3346.858398
	Iteration 344Q: 3 clusters Score -4523658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -4523628.000000 Penalty: 3346.858398
	Iteration 345Q: 3 clusters Score -4523628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -4523627.500000 Penalty: 3346.858398
	Iteration 346Q: 3 clusters Score -4523628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -4523622.000000 Penalty: 3346.858398
	Iteration 347Q: 3 clusters Score -4523622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -4523611.000000 Penalty: 3346.858398
	Iteration 348Q: 3 clusters Score -4523611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -4523602.000000 Penalty: 3346.858398
	Iteration 349Q: 3 clusters Score -4523602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -4523588.000000 Penalty: 3346.858398
	Iteration 350Q: 3 clusters Score -4523588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -4523585.000000 Penalty: 3346.858398
	Iteration 351Q: 3 clusters Score -4523585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -4523569.000000 Penalty: 3346.858398
	Iteration 352Q: 3 clusters Score -4523569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -4523555.500000 Penalty: 3346.858398
	Iteration 353Q: 3 clusters Score -4523556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -4523541.500000 Penalty: 3346.858398
	Iteration 354Q: 3 clusters Score -4523542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -4523548.000000 Penalty: 3346.858398
	Iteration 355Q: 3 clusters Score -4523548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -4523538.000000 Penalty: 3346.858398
	Iteration 356Q: 3 clusters Score -4523538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -4523532.500000 Penalty: 3346.858398
	Iteration 357Q: 3 clusters Score -4523532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -4523525.000000 Penalty: 3346.858398
	Iteration 358Q: 3 clusters Score -4523525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -4523511.500000 Penalty: 3346.858398
	Iteration 359Q: 3 clusters Score -4523512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -4523503.000000 Penalty: 3346.858398
	Iteration 360F: 3 clusters Score -4523503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -4523504.500000 Penalty: 3346.858398
	Iteration 361Q: 3 clusters Score -4523504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -4523503.500000 Penalty: 3346.858398
	Iteration 362Q: 3 clusters Score -4523504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -4523493.000000 Penalty: 3346.858398
	Iteration 363Q: 3 clusters Score -4523493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -4523501.000000 Penalty: 3346.858398
	Iteration 364Q: 3 clusters Score -4523501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -4523501.500000 Penalty: 3346.858398
	Iteration 365Q: 3 clusters Score -4523502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -4523494.500000 Penalty: 3346.858398
	Iteration 366Q: 3 clusters Score -4523494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -4523492.000000 Penalty: 3346.858398
	Iteration 367Q: 3 clusters Score -4523492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -4523487.500000 Penalty: 3346.858398
	Iteration 368Q: 3 clusters Score -4523488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -4523488.000000 Penalty: 3346.858398
	Iteration 369Q: 3 clusters Score -4523488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -4523474.000000 Penalty: 3346.858398
	Iteration 370Q: 3 clusters Score -4523474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -4523470.500000 Penalty: 3346.858398
	Iteration 371Q: 3 clusters Score -4523470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -4523460.500000 Penalty: 3346.858398
	Iteration 372Q: 3 clusters Score -4523460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -4523446.000000 Penalty: 3346.858398
	Iteration 373Q: 3 clusters Score -4523446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -4523440.000000 Penalty: 3346.858398
	Iteration 374Q: 3 clusters Score -4523440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -4523427.500000 Penalty: 3346.858398
	Iteration 375Q: 3 clusters Score -4523428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -4523424.500000 Penalty: 3346.858398
	Iteration 376Q: 3 clusters Score -4523424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -4523422.000000 Penalty: 3346.858398
	Iteration 377Q: 3 clusters Score -4523422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -4523411.500000 Penalty: 3346.858398
	Iteration 378Q: 3 clusters Score -4523412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -4523408.000000 Penalty: 3346.858398
	Iteration 379Q: 3 clusters Score -4523408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -4523403.000000 Penalty: 3346.858398
	Iteration 380F: 3 clusters Score -4523403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -4523404.000000 Penalty: 3346.858398
	Iteration 381Q: 3 clusters Score -4523404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -4523396.500000 Penalty: 3346.858398
	Iteration 382Q: 3 clusters Score -4523396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -4523394.000000 Penalty: 3346.858398
	Iteration 383Q: 3 clusters Score -4523394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -4523387.500000 Penalty: 3346.858398
	Iteration 384Q: 3 clusters Score -4523388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -4523385.000000 Penalty: 3346.858398
	Iteration 385Q: 3 clusters Score -4523385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -4523387.500000 Penalty: 3346.858398
	Iteration 386Q: 3 clusters Score -4523388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -4523382.000000 Penalty: 3346.858398
	Iteration 387Q: 3 clusters Score -4523382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -4523385.000000 Penalty: 3346.858398
	Iteration 388Q: 3 clusters Score -4523385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -4523375.500000 Penalty: 3346.858398
	Iteration 389Q: 3 clusters Score -4523376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -4523377.000000 Penalty: 3346.858398
	Iteration 390Q: 3 clusters Score -4523377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -4523373.500000 Penalty: 3346.858398
	Iteration 391Q: 3 clusters Score -4523374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -4523372.500000 Penalty: 3346.858398
	Iteration 392Q: 3 clusters Score -4523372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -4523370.000000 Penalty: 3346.858398
	Iteration 393Q: 3 clusters Score -4523370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -4523369.500000 Penalty: 3346.858398
	Iteration 394Q: 3 clusters Score -4523370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -4523368.000000 Penalty: 3346.858398
	Iteration 395Q: 3 clusters Score -4523368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -4523368.500000 Penalty: 3346.858398
	Iteration 396Q: 3 clusters Score -4523368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -4523364.500000 Penalty: 3346.858398
	Iteration 397Q: 3 clusters Score -4523364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -4523365.000000 Penalty: 3346.858398
	Iteration 398Q: 3 clusters Score -4523365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -4523365.000000 Penalty: 3346.858398
	Iteration 399F: 3 clusters Score -4523365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -188195.546875 Penalty: 1188.072998
	Iteration 0F: 2 clusters Score -188195.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -186418.171875 Penalty: 2376.145996
	Iteration 0F: 3 clusters Score -186418.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -186864.781250 Penalty: 2376.145996
	Iteration 1F: 3 clusters Score -186864.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -187029.578125 Penalty: 2376.145996
	Iteration 2F: 3 clusters Score -187029.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -187137.625000 Penalty: 2376.145996
	Iteration 3F: 3 clusters Score -187137.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -187226.531250 Penalty: 2376.145996
	Iteration 4Q: 3 clusters Score -187226.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -187295.593750 Penalty: 2376.145996
	Iteration 5Q: 3 clusters Score -187295.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -187351.562500 Penalty: 2376.145996
	Iteration 6Q: 3 clusters Score -187351.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -187430.031250 Penalty: 2376.145996
	Iteration 7Q: 3 clusters Score -187430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -187496.109375 Penalty: 2376.145996
	Iteration 8Q: 3 clusters Score -187496.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -187525.203125 Penalty: 2376.145996
	Iteration 9Q: 3 clusters Score -187525.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -187538.546875 Penalty: 2376.145996
	Iteration 10Q: 3 clusters Score -187538.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -187561.484375 Penalty: 2376.145996
	Iteration 11Q: 3 clusters Score -187561.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -187579.828125 Penalty: 2376.145996
	Iteration 12Q: 3 clusters Score -187579.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -187591.125000 Penalty: 2376.145996
	Iteration 13Q: 3 clusters Score -187591.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -187598.359375 Penalty: 2376.145996
	Iteration 14Q: 3 clusters Score -187598.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -187606.265625 Penalty: 2376.145996
	Iteration 15Q: 3 clusters Score -187606.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -187618.250000 Penalty: 2376.145996
	Iteration 16Q: 3 clusters Score -187618.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -187628.468750 Penalty: 2376.145996
	Iteration 17Q: 3 clusters Score -187628.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -187634.640625 Penalty: 2376.145996
	Iteration 18Q: 3 clusters Score -187634.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -187637.093750 Penalty: 2376.145996
	Iteration 19Q: 3 clusters Score -187637.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -187639.000000 Penalty: 2376.145996
	Iteration 20F: 3 clusters Score -187639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Entering Unmasked Estep 
Score: -1615517.375000 Penalty: 1555.131592
	Iteration 0F: 2 clusters Score -1615517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1605582.875000 Penalty: 3110.263184
	Iteration 0F: 3 clusters Score -1605583 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1609069.625000 Penalty: 3110.263184
	Iteration 1F: 3 clusters Score -1609070 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1609462.375000 Penalty: 3110.263184
	Iteration 2F: 3 clusters Score -1609462 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1609935.625000 Penalty: 3110.263184
	Iteration 3F: 3 clusters Score -1609936 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1610560.250000 Penalty: 3110.263184
	Iteration 4F: 3 clusters Score -1610560 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1611352.750000 Penalty: 3110.263184
	Iteration 5F: 3 clusters Score -1611353 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1612224.875000 Penalty: 3110.263184
	Iteration 6F: 3 clusters Score -1612225 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1613092.750000 Penalty: 3110.263184
	Iteration 7F: 3 clusters Score -1613093 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1613855.250000 Penalty: 3110.263184
	Iteration 8F: 3 clusters Score -1613855 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1614299.125000 Penalty: 3110.263184
	Iteration 9Q: 3 clusters Score -1614299 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1614467.000000 Penalty: 3110.263184
	Iteration 10Q: 3 clusters Score -1614467 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1614548.875000 Penalty: 3110.263184
	Iteration 11Q: 3 clusters Score -1614549 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1614585.375000 Penalty: 3110.263184
	Iteration 12Q: 3 clusters Score -1614585 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1614609.750000 Penalty: 3110.263184
	Iteration 13Q: 3 clusters Score -1614610 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1614620.625000 Penalty: 3110.263184
	Iteration 14Q: 3 clusters Score -1614621 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1614626.750000 Penalty: 3110.263184
	Iteration 15Q: 3 clusters Score -1614627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1614631.125000 Penalty: 3110.263184
	Iteration 16Q: 3 clusters Score -1614631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1614638.375000 Penalty: 3110.263184
	Iteration 17Q: 3 clusters Score -1614638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1614640.250000 Penalty: 3110.263184
	Iteration 18Q: 3 clusters Score -1614640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1614645.375000 Penalty: 3110.263184
	Iteration 19Q: 3 clusters Score -1614645 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1614648.500000 Penalty: 3110.263184
	Iteration 20F: 3 clusters Score -1614648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1614654.000000 Penalty: 3110.263184
	Iteration 21Q: 3 clusters Score -1614654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1614654.625000 Penalty: 3110.263184
	Iteration 22Q: 3 clusters Score -1614655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1614664.250000 Penalty: 3110.263184
	Iteration 23Q: 3 clusters Score -1614664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1614667.750000 Penalty: 3110.263184
	Iteration 24Q: 3 clusters Score -1614668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1614668.625000 Penalty: 3110.263184
	Iteration 25Q: 3 clusters Score -1614669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1614672.250000 Penalty: 3110.263184
	Iteration 26Q: 3 clusters Score -1614672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1614674.375000 Penalty: 3110.263184
	Iteration 27Q: 3 clusters Score -1614674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1614673.375000 Penalty: 3110.263184
	Iteration 28Q: 3 clusters Score -1614673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1614676.375000 Penalty: 3110.263184
	Iteration 29Q: 3 clusters Score -1614676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1614677.375000 Penalty: 3110.263184
	Iteration 30Q: 3 clusters Score -1614677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1614674.875000 Penalty: 3110.263184
	Iteration 31Q: 3 clusters Score -1614675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1614675.375000 Penalty: 3110.263184
	Iteration 32Q: 3 clusters Score -1614675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1614674.625000 Penalty: 3110.263184
	Iteration 33Q: 3 clusters Score -1614675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1614675.000000 Penalty: 3110.263184
	Iteration 34Q: 3 clusters Score -1614675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1614674.875000 Penalty: 3110.263184
	Iteration 35Q: 3 clusters Score -1614675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1614674.000000 Penalty: 3110.263184
	Iteration 36Q: 3 clusters Score -1614674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1614674.000000 Penalty: 3110.263184
	Iteration 37F: 3 clusters Score -1614674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -19635.587891 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -19635.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18924.242188 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -18924.24 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19055.687500 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -19055.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19160.558594 Penalty: 1726.791992
	Iteration 2F: 3 clusters Score -19160.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19244.287109 Penalty: 1726.791992
	Iteration 3F: 3 clusters Score -19244.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19252.359375 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -19252.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19269.572266 Penalty: 1726.791992
	Iteration 5Q: 3 clusters Score -19269.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19275.945312 Penalty: 1726.791992
	Iteration 6Q: 3 clusters Score -19275.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19279.662109 Penalty: 1726.791992
	Iteration 7Q: 3 clusters Score -19279.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19279.662109 Penalty: 1726.791992
	Iteration 8F: 3 clusters Score -19279.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Entering Unmasked Estep 
Score: -1598251.125000 Penalty: 1508.265991
	Iteration 0F: 2 clusters Score -1598251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1590766.625000 Penalty: 3016.531982
	Iteration 0F: 3 clusters Score -1590767 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1593508.500000 Penalty: 3016.531982
	Iteration 1F: 3 clusters Score -1593508 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1594011.375000 Penalty: 3016.531982
	Iteration 2F: 3 clusters Score -1594011 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1594499.250000 Penalty: 3016.531982
	Iteration 3F: 3 clusters Score -1594499 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1594993.500000 Penalty: 3016.531982
	Iteration 4F: 3 clusters Score -1594994 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1595504.875000 Penalty: 3016.531982
	Iteration 5F: 3 clusters Score -1595505 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1595922.375000 Penalty: 3016.531982
	Iteration 6F: 3 clusters Score -1595922 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1596299.625000 Penalty: 3016.531982
	Iteration 7Q: 3 clusters Score -1596300 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1596637.375000 Penalty: 3016.531982
	Iteration 8Q: 3 clusters Score -1596637 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1596919.875000 Penalty: 3016.531982
	Iteration 9Q: 3 clusters Score -1596920 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1597140.875000 Penalty: 3016.531982
	Iteration 10Q: 3 clusters Score -1597141 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1597280.250000 Penalty: 3016.531982
	Iteration 11Q: 3 clusters Score -1597280 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1597370.500000 Penalty: 3016.531982
	Iteration 12Q: 3 clusters Score -1597370 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1597431.125000 Penalty: 3016.531982
	Iteration 13Q: 3 clusters Score -1597431 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1597472.000000 Penalty: 3016.531982
	Iteration 14Q: 3 clusters Score -1597472 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1597498.875000 Penalty: 3016.531982
	Iteration 15Q: 3 clusters Score -1597499 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1597508.375000 Penalty: 3016.531982
	Iteration 16Q: 3 clusters Score -1597508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1597518.125000 Penalty: 3016.531982
	Iteration 17Q: 3 clusters Score -1597518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1597529.000000 Penalty: 3016.531982
	Iteration 18Q: 3 clusters Score -1597529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1597533.875000 Penalty: 3016.531982
	Iteration 19Q: 3 clusters Score -1597534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1597538.000000 Penalty: 3016.531982
	Iteration 20F: 3 clusters Score -1597538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1597542.750000 Penalty: 3016.531982
	Iteration 21Q: 3 clusters Score -1597543 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1597552.250000 Penalty: 3016.531982
	Iteration 22Q: 3 clusters Score -1597552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1597555.875000 Penalty: 3016.531982
	Iteration 23Q: 3 clusters Score -1597556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1597556.750000 Penalty: 3016.531982
	Iteration 24Q: 3 clusters Score -1597557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1597559.250000 Penalty: 3016.531982
	Iteration 25Q: 3 clusters Score -1597559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1597558.125000 Penalty: 3016.531982
	Iteration 26Q: 3 clusters Score -1597558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1597564.375000 Penalty: 3016.531982
	Iteration 27Q: 3 clusters Score -1597564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1597563.000000 Penalty: 3016.531982
	Iteration 28Q: 3 clusters Score -1597563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1597568.750000 Penalty: 3016.531982
	Iteration 29Q: 3 clusters Score -1597569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1597565.875000 Penalty: 3016.531982
	Iteration 30Q: 3 clusters Score -1597566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1597566.125000 Penalty: 3016.531982
	Iteration 31Q: 3 clusters Score -1597566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1597565.250000 Penalty: 3016.531982
	Iteration 32Q: 3 clusters Score -1597565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1597566.625000 Penalty: 3016.531982
	Iteration 33Q: 3 clusters Score -1597567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1597566.125000 Penalty: 3016.531982
	Iteration 34Q: 3 clusters Score -1597566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1597567.375000 Penalty: 3016.531982
	Iteration 35Q: 3 clusters Score -1597567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1597569.125000 Penalty: 3016.531982
	Iteration 36Q: 3 clusters Score -1597569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1597568.500000 Penalty: 3016.531982
	Iteration 37Q: 3 clusters Score -1597568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1597569.625000 Penalty: 3016.531982
	Iteration 38Q: 3 clusters Score -1597570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1597568.125000 Penalty: 3016.531982
	Iteration 39Q: 3 clusters Score -1597568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1597568.125000 Penalty: 3016.531982
	Iteration 40F: 3 clusters Score -1597568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Entering Unmasked Estep 
Score: -649874.437500 Penalty: 1378.691772
	Iteration 0F: 2 clusters Score -649874.4 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 2424 members 
Entering Unmasked Estep 
Score: -645999.250000 Penalty: 2757.383545
	Iteration 0F: 3 clusters Score -645999.2 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -647058.750000 Penalty: 2757.383545
	Iteration 1F: 3 clusters Score -647058.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -647229.187500 Penalty: 2757.383545
	Iteration 2F: 3 clusters Score -647229.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -647386.375000 Penalty: 2757.383545
	Iteration 3F: 3 clusters Score -647386.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -647529.437500 Penalty: 2757.383545
	Iteration 4Q: 3 clusters Score -647529.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -647645.750000 Penalty: 2757.383545
	Iteration 5Q: 3 clusters Score -647645.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -647759.625000 Penalty: 2757.383545
	Iteration 6Q: 3 clusters Score -647759.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -647874.062500 Penalty: 2757.383545
	Iteration 7Q: 3 clusters Score -647874.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -647986.312500 Penalty: 2757.383545
	Iteration 8Q: 3 clusters Score -647986.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -648085.625000 Penalty: 2757.383545
	Iteration 9Q: 3 clusters Score -648085.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -648172.812500 Penalty: 2757.383545
	Iteration 10Q: 3 clusters Score -648172.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -648275.562500 Penalty: 2757.383545
	Iteration 11Q: 3 clusters Score -648275.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -648369.625000 Penalty: 2757.383545
	Iteration 12Q: 3 clusters Score -648369.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -648433.375000 Penalty: 2757.383545
	Iteration 13Q: 3 clusters Score -648433.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -648484.000000 Penalty: 2757.383545
	Iteration 14Q: 3 clusters Score -648484 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -648526.750000 Penalty: 2757.383545
	Iteration 15Q: 3 clusters Score -648526.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -648555.000000 Penalty: 2757.383545
	Iteration 16Q: 3 clusters Score -648555 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -648575.125000 Penalty: 2757.383545
	Iteration 17Q: 3 clusters Score -648575.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -648589.437500 Penalty: 2757.383545
	Iteration 18Q: 3 clusters Score -648589.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -648603.750000 Penalty: 2757.383545
	Iteration 19Q: 3 clusters Score -648603.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -648615.937500 Penalty: 2757.383545
	Iteration 20F: 3 clusters Score -648615.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -648625.062500 Penalty: 2757.383545
	Iteration 21Q: 3 clusters Score -648625.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -648628.312500 Penalty: 2757.383545
	Iteration 22Q: 3 clusters Score -648628.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -648633.562500 Penalty: 2757.383545
	Iteration 23Q: 3 clusters Score -648633.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -648638.812500 Penalty: 2757.383545
	Iteration 24Q: 3 clusters Score -648638.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -648643.312500 Penalty: 2757.383545
	Iteration 25Q: 3 clusters Score -648643.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -648648.125000 Penalty: 2757.383545
	Iteration 26Q: 3 clusters Score -648648.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -648651.062500 Penalty: 2757.383545
	Iteration 27Q: 3 clusters Score -648651.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -648654.500000 Penalty: 2757.383545
	Iteration 28Q: 3 clusters Score -648654.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -648656.812500 Penalty: 2757.383545
	Iteration 29Q: 3 clusters Score -648656.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -648656.000000 Penalty: 2757.383545
	Iteration 30Q: 3 clusters Score -648656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -648657.750000 Penalty: 2757.383545
	Iteration 31Q: 3 clusters Score -648657.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -648660.000000 Penalty: 2757.383545
	Iteration 32Q: 3 clusters Score -648660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -648662.062500 Penalty: 2757.383545
	Iteration 33Q: 3 clusters Score -648662.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -648661.812500 Penalty: 2757.383545
	Iteration 34Q: 3 clusters Score -648661.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -648663.187500 Penalty: 2757.383545
	Iteration 35Q: 3 clusters Score -648663.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -648664.312500 Penalty: 2757.383545
	Iteration 36Q: 3 clusters Score -648664.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -648666.937500 Penalty: 2757.383545
	Iteration 37Q: 3 clusters Score -648666.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -648667.562500 Penalty: 2757.383545
	Iteration 38Q: 3 clusters Score -648667.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -648670.000000 Penalty: 2757.383545
	Iteration 39Q: 3 clusters Score -648670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -648670.500000 Penalty: 2757.383545
	Iteration 40F: 3 clusters Score -648670.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -648671.125000 Penalty: 2757.383545
	Iteration 41Q: 3 clusters Score -648671.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -648673.812500 Penalty: 2757.383545
	Iteration 42Q: 3 clusters Score -648673.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -648677.187500 Penalty: 2757.383545
	Iteration 43Q: 3 clusters Score -648677.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -648682.812500 Penalty: 2757.383545
	Iteration 44Q: 3 clusters Score -648682.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -648683.937500 Penalty: 2757.383545
	Iteration 45Q: 3 clusters Score -648683.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -648689.312500 Penalty: 2757.383545
	Iteration 46Q: 3 clusters Score -648689.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -648692.062500 Penalty: 2757.383545
	Iteration 47Q: 3 clusters Score -648692.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -648693.875000 Penalty: 2757.383545
	Iteration 48Q: 3 clusters Score -648693.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -648695.250000 Penalty: 2757.383545
	Iteration 49Q: 3 clusters Score -648695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -648693.937500 Penalty: 2757.383545
	Iteration 50Q: 3 clusters Score -648693.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -648693.937500 Penalty: 2757.383545
	Iteration 51F: 3 clusters Score -648693.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -230792.687500 Penalty: 1201.205200
	Iteration 0F: 2 clusters Score -230792.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -228962.781250 Penalty: 2402.410400
	Iteration 0F: 3 clusters Score -228962.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -229530.328125 Penalty: 2402.410400
	Iteration 1F: 3 clusters Score -229530.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -229759.578125 Penalty: 2402.410400
	Iteration 2F: 3 clusters Score -229759.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -229928.015625 Penalty: 2402.410400
	Iteration 3F: 3 clusters Score -229928 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -230045.500000 Penalty: 2402.410400
	Iteration 4F: 3 clusters Score -230045.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -230116.531250 Penalty: 2402.410400
	Iteration 5Q: 3 clusters Score -230116.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -230166.296875 Penalty: 2402.410400
	Iteration 6Q: 3 clusters Score -230166.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -230207.328125 Penalty: 2402.410400
	Iteration 7Q: 3 clusters Score -230207.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -230244.843750 Penalty: 2402.410400
	Iteration 8Q: 3 clusters Score -230244.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -230280.531250 Penalty: 2402.410400
	Iteration 9Q: 3 clusters Score -230280.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -230308.609375 Penalty: 2402.410400
	Iteration 10Q: 3 clusters Score -230308.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -230330.890625 Penalty: 2402.410400
	Iteration 11Q: 3 clusters Score -230330.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -230349.359375 Penalty: 2402.410400
	Iteration 12Q: 3 clusters Score -230349.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -230363.531250 Penalty: 2402.410400
	Iteration 13Q: 3 clusters Score -230363.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -230378.359375 Penalty: 2402.410400
	Iteration 14Q: 3 clusters Score -230378.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -230393.187500 Penalty: 2402.410400
	Iteration 15Q: 3 clusters Score -230393.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -230407.078125 Penalty: 2402.410400
	Iteration 16Q: 3 clusters Score -230407.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -230423.031250 Penalty: 2402.410400
	Iteration 17Q: 3 clusters Score -230423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -230434.093750 Penalty: 2402.410400
	Iteration 18Q: 3 clusters Score -230434.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -230445.921875 Penalty: 2402.410400
	Iteration 19Q: 3 clusters Score -230445.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -230457.046875 Penalty: 2402.410400
	Iteration 20F: 3 clusters Score -230457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -230464.578125 Penalty: 2402.410400
	Iteration 21Q: 3 clusters Score -230464.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -230473.765625 Penalty: 2402.410400
	Iteration 22Q: 3 clusters Score -230473.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -230482.859375 Penalty: 2402.410400
	Iteration 23Q: 3 clusters Score -230482.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -230493.671875 Penalty: 2402.410400
	Iteration 24Q: 3 clusters Score -230493.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -230501.046875 Penalty: 2402.410400
	Iteration 25Q: 3 clusters Score -230501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -230512.687500 Penalty: 2402.410400
	Iteration 26Q: 3 clusters Score -230512.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -230525.390625 Penalty: 2402.410400
	Iteration 27Q: 3 clusters Score -230525.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -230536.250000 Penalty: 2402.410400
	Iteration 28Q: 3 clusters Score -230536.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -230541.656250 Penalty: 2402.410400
	Iteration 29Q: 3 clusters Score -230541.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -230545.171875 Penalty: 2402.410400
	Iteration 30Q: 3 clusters Score -230545.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -230547.921875 Penalty: 2402.410400
	Iteration 31Q: 3 clusters Score -230547.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -230554.937500 Penalty: 2402.410400
	Iteration 32Q: 3 clusters Score -230554.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -230566.453125 Penalty: 2402.410400
	Iteration 33Q: 3 clusters Score -230566.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -230570.500000 Penalty: 2402.410400
	Iteration 34Q: 3 clusters Score -230570.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -230573.000000 Penalty: 2402.410400
	Iteration 35Q: 3 clusters Score -230573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -230575.593750 Penalty: 2402.410400
	Iteration 36Q: 3 clusters Score -230575.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -230580.593750 Penalty: 2402.410400
	Iteration 37Q: 3 clusters Score -230580.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -230586.468750 Penalty: 2402.410400
	Iteration 38Q: 3 clusters Score -230586.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -230590.921875 Penalty: 2402.410400
	Iteration 39Q: 3 clusters Score -230590.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -230595.218750 Penalty: 2402.410400
	Iteration 40F: 3 clusters Score -230595.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -230603.046875 Penalty: 2402.410400
	Iteration 41Q: 3 clusters Score -230603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -230614.953125 Penalty: 2402.410400
	Iteration 42Q: 3 clusters Score -230615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -230620.984375 Penalty: 2402.410400
	Iteration 43Q: 3 clusters Score -230621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -230628.609375 Penalty: 2402.410400
	Iteration 44Q: 3 clusters Score -230628.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -230644.328125 Penalty: 2402.410400
	Iteration 45Q: 3 clusters Score -230644.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -230666.093750 Penalty: 2402.410400
	Iteration 46Q: 3 clusters Score -230666.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -230681.078125 Penalty: 2402.410400
	Iteration 47Q: 3 clusters Score -230681.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -230692.328125 Penalty: 2402.410400
	Iteration 48Q: 3 clusters Score -230692.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -230701.218750 Penalty: 2402.410400
	Iteration 49Q: 3 clusters Score -230701.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -230708.500000 Penalty: 2402.410400
	Iteration 50Q: 3 clusters Score -230708.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -230713.375000 Penalty: 2402.410400
	Iteration 51Q: 3 clusters Score -230713.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -230714.843750 Penalty: 2402.410400
	Iteration 52Q: 3 clusters Score -230714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -230717.250000 Penalty: 2402.410400
	Iteration 53Q: 3 clusters Score -230717.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -230718.000000 Penalty: 2402.410400
	Iteration 54Q: 3 clusters Score -230718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -230718.593750 Penalty: 2402.410400
	Iteration 55Q: 3 clusters Score -230718.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -230719.375000 Penalty: 2402.410400
	Iteration 56Q: 3 clusters Score -230719.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -230720.812500 Penalty: 2402.410400
	Iteration 57Q: 3 clusters Score -230720.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -230720.812500 Penalty: 2402.410400
	Iteration 58F: 3 clusters Score -230720.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Entering Unmasked Estep 
Score: -3431994.500000 Penalty: 1628.845947
	Iteration 0F: 2 clusters Score -3431994 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 11358 members 
Entering Unmasked Estep 
Score: -3417973.750000 Penalty: 3257.691895
	Iteration 0F: 3 clusters Score -3417974 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3423488.750000 Penalty: 3257.691895
	Iteration 1F: 3 clusters Score -3423489 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3424010.250000 Penalty: 3257.691895
	Iteration 2F: 3 clusters Score -3424010 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3424739.250000 Penalty: 3257.691895
	Iteration 3F: 3 clusters Score -3424739 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3425726.750000 Penalty: 3257.691895
	Iteration 4F: 3 clusters Score -3425727 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -3426920.250000 Penalty: 3257.691895
	Iteration 5F: 3 clusters Score -3426920 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -3428240.000000 Penalty: 3257.691895
	Iteration 6F: 3 clusters Score -3428240 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -3429245.000000 Penalty: 3257.691895
	Iteration 7F: 3 clusters Score -3429245 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -3429885.000000 Penalty: 3257.691895
	Iteration 8Q: 3 clusters Score -3429885 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -3430229.750000 Penalty: 3257.691895
	Iteration 9Q: 3 clusters Score -3430230 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -3430446.000000 Penalty: 3257.691895
	Iteration 10Q: 3 clusters Score -3430446 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -3430526.000000 Penalty: 3257.691895
	Iteration 11Q: 3 clusters Score -3430526 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -3430591.250000 Penalty: 3257.691895
	Iteration 12Q: 3 clusters Score -3430591 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -3430627.000000 Penalty: 3257.691895
	Iteration 13Q: 3 clusters Score -3430627 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -3430658.500000 Penalty: 3257.691895
	Iteration 14Q: 3 clusters Score -3430658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -3430668.000000 Penalty: 3257.691895
	Iteration 15Q: 3 clusters Score -3430668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -3430669.500000 Penalty: 3257.691895
	Iteration 16Q: 3 clusters Score -3430670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -3430678.250000 Penalty: 3257.691895
	Iteration 17Q: 3 clusters Score -3430678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -3430689.250000 Penalty: 3257.691895
	Iteration 18Q: 3 clusters Score -3430689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -3430699.500000 Penalty: 3257.691895
	Iteration 19Q: 3 clusters Score -3430700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3430700.500000 Penalty: 3257.691895
	Iteration 20F: 3 clusters Score -3430700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -3430697.500000 Penalty: 3257.691895
	Iteration 21Q: 3 clusters Score -3430698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -3430698.250000 Penalty: 3257.691895
	Iteration 22Q: 3 clusters Score -3430698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -3430697.000000 Penalty: 3257.691895
	Iteration 23Q: 3 clusters Score -3430697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -3430705.250000 Penalty: 3257.691895
	Iteration 24Q: 3 clusters Score -3430705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -3430706.750000 Penalty: 3257.691895
	Iteration 25Q: 3 clusters Score -3430707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -3430708.500000 Penalty: 3257.691895
	Iteration 26Q: 3 clusters Score -3430708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -3430707.750000 Penalty: 3257.691895
	Iteration 27Q: 3 clusters Score -3430708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -3430708.250000 Penalty: 3257.691895
	Iteration 28Q: 3 clusters Score -3430708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3430708.500000 Penalty: 3257.691895
	Iteration 29Q: 3 clusters Score -3430708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3430708.500000 Penalty: 3257.691895
	Iteration 30F: 3 clusters Score -3430708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Entering Unmasked Estep 
Score: -1221639.250000 Penalty: 1466.068481
	Iteration 0F: 2 clusters Score -1221639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1215637.500000 Penalty: 2932.136963
	Iteration 0F: 3 clusters Score -1215638 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1217624.750000 Penalty: 2932.136963
	Iteration 1F: 3 clusters Score -1217625 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1217927.500000 Penalty: 2932.136963
	Iteration 2F: 3 clusters Score -1217928 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1218191.375000 Penalty: 2932.136963
	Iteration 3F: 3 clusters Score -1218191 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1218428.750000 Penalty: 2932.136963
	Iteration 4F: 3 clusters Score -1218429 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1218690.125000 Penalty: 2932.136963
	Iteration 5F: 3 clusters Score -1218690 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1218899.250000 Penalty: 2932.136963
	Iteration 6Q: 3 clusters Score -1218899 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1219067.000000 Penalty: 2932.136963
	Iteration 7Q: 3 clusters Score -1219067 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1219212.625000 Penalty: 2932.136963
	Iteration 8Q: 3 clusters Score -1219213 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1219338.875000 Penalty: 2932.136963
	Iteration 9Q: 3 clusters Score -1219339 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1219449.000000 Penalty: 2932.136963
	Iteration 10Q: 3 clusters Score -1219449 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1219544.250000 Penalty: 2932.136963
	Iteration 11Q: 3 clusters Score -1219544 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1219618.125000 Penalty: 2932.136963
	Iteration 12Q: 3 clusters Score -1219618 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1219662.625000 Penalty: 2932.136963
	Iteration 13Q: 3 clusters Score -1219663 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1219702.125000 Penalty: 2932.136963
	Iteration 14Q: 3 clusters Score -1219702 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1219734.625000 Penalty: 2932.136963
	Iteration 15Q: 3 clusters Score -1219735 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1219762.875000 Penalty: 2932.136963
	Iteration 16Q: 3 clusters Score -1219763 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1219793.500000 Penalty: 2932.136963
	Iteration 17Q: 3 clusters Score -1219794 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1219820.875000 Penalty: 2932.136963
	Iteration 18Q: 3 clusters Score -1219821 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1219854.000000 Penalty: 2932.136963
	Iteration 19Q: 3 clusters Score -1219854 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1219890.625000 Penalty: 2932.136963
	Iteration 20F: 3 clusters Score -1219891 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1219916.125000 Penalty: 2932.136963
	Iteration 21Q: 3 clusters Score -1219916 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1219950.125000 Penalty: 2932.136963
	Iteration 22Q: 3 clusters Score -1219950 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1219999.375000 Penalty: 2932.136963
	Iteration 23Q: 3 clusters Score -1219999 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1220049.375000 Penalty: 2932.136963
	Iteration 24Q: 3 clusters Score -1220049 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1220108.250000 Penalty: 2932.136963
	Iteration 25Q: 3 clusters Score -1220108 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1220162.500000 Penalty: 2932.136963
	Iteration 26Q: 3 clusters Score -1220162 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1220217.750000 Penalty: 2932.136963
	Iteration 27Q: 3 clusters Score -1220218 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1220274.125000 Penalty: 2932.136963
	Iteration 28Q: 3 clusters Score -1220274 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1220339.000000 Penalty: 2932.136963
	Iteration 29Q: 3 clusters Score -1220339 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1220408.625000 Penalty: 2932.136963
	Iteration 30Q: 3 clusters Score -1220409 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1220463.625000 Penalty: 2932.136963
	Iteration 31Q: 3 clusters Score -1220464 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1220506.875000 Penalty: 2932.136963
	Iteration 32Q: 3 clusters Score -1220507 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1220553.750000 Penalty: 2932.136963
	Iteration 33Q: 3 clusters Score -1220554 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1220585.750000 Penalty: 2932.136963
	Iteration 34Q: 3 clusters Score -1220586 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1220606.500000 Penalty: 2932.136963
	Iteration 35Q: 3 clusters Score -1220606 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1220619.750000 Penalty: 2932.136963
	Iteration 36Q: 3 clusters Score -1220620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1220623.500000 Penalty: 2932.136963
	Iteration 37Q: 3 clusters Score -1220624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1220628.625000 Penalty: 2932.136963
	Iteration 38Q: 3 clusters Score -1220629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1220636.625000 Penalty: 2932.136963
	Iteration 39Q: 3 clusters Score -1220637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1220639.500000 Penalty: 2932.136963
	Iteration 40F: 3 clusters Score -1220640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1220647.375000 Penalty: 2932.136963
	Iteration 41Q: 3 clusters Score -1220647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1220646.125000 Penalty: 2932.136963
	Iteration 42Q: 3 clusters Score -1220646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1220648.000000 Penalty: 2932.136963
	Iteration 43Q: 3 clusters Score -1220648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1220649.750000 Penalty: 2932.136963
	Iteration 44Q: 3 clusters Score -1220650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1220652.750000 Penalty: 2932.136963
	Iteration 45Q: 3 clusters Score -1220653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1220651.875000 Penalty: 2932.136963
	Iteration 46Q: 3 clusters Score -1220652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1220650.000000 Penalty: 2932.136963
	Iteration 47Q: 3 clusters Score -1220650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1220654.125000 Penalty: 2932.136963
	Iteration 48Q: 3 clusters Score -1220654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1220652.125000 Penalty: 2932.136963
	Iteration 49Q: 3 clusters Score -1220652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1220651.625000 Penalty: 2932.136963
	Iteration 50Q: 3 clusters Score -1220652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1220653.750000 Penalty: 2932.136963
	Iteration 51Q: 3 clusters Score -1220654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1220655.250000 Penalty: 2932.136963
	Iteration 52Q: 3 clusters Score -1220655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1220654.875000 Penalty: 2932.136963
	Iteration 53Q: 3 clusters Score -1220655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1220656.000000 Penalty: 2932.136963
	Iteration 54Q: 3 clusters Score -1220656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1220657.375000 Penalty: 2932.136963
	Iteration 55Q: 3 clusters Score -1220657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1220657.375000 Penalty: 2932.136963
	Iteration 56F: 3 clusters Score -1220657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Entering Unmasked Estep 
Score: -1679579.125000 Penalty: 1513.550903
	Iteration 0F: 2 clusters Score -1679579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1671814.250000 Penalty: 3027.101807
	Iteration 0F: 3 clusters Score -1671814 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1674527.500000 Penalty: 3027.101807
	Iteration 1F: 3 clusters Score -1674528 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1674860.000000 Penalty: 3027.101807
	Iteration 2F: 3 clusters Score -1674860 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1675130.875000 Penalty: 3027.101807
	Iteration 3F: 3 clusters Score -1675131 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1675356.000000 Penalty: 3027.101807
	Iteration 4Q: 3 clusters Score -1675356 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1675554.625000 Penalty: 3027.101807
	Iteration 5Q: 3 clusters Score -1675555 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1675753.625000 Penalty: 3027.101807
	Iteration 6Q: 3 clusters Score -1675754 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1675947.125000 Penalty: 3027.101807
	Iteration 7Q: 3 clusters Score -1675947 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1676153.750000 Penalty: 3027.101807
	Iteration 8Q: 3 clusters Score -1676154 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1676389.250000 Penalty: 3027.101807
	Iteration 9Q: 3 clusters Score -1676389 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1676665.250000 Penalty: 3027.101807
	Iteration 10Q: 3 clusters Score -1676665 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1676946.125000 Penalty: 3027.101807
	Iteration 11Q: 3 clusters Score -1676946 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1677213.750000 Penalty: 3027.101807
	Iteration 12Q: 3 clusters Score -1677214 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1677419.750000 Penalty: 3027.101807
	Iteration 13Q: 3 clusters Score -1677420 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1677570.750000 Penalty: 3027.101807
	Iteration 14Q: 3 clusters Score -1677571 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1677680.125000 Penalty: 3027.101807
	Iteration 15Q: 3 clusters Score -1677680 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1677768.125000 Penalty: 3027.101807
	Iteration 16Q: 3 clusters Score -1677768 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1677838.875000 Penalty: 3027.101807
	Iteration 17Q: 3 clusters Score -1677839 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1677899.250000 Penalty: 3027.101807
	Iteration 18Q: 3 clusters Score -1677899 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1677941.750000 Penalty: 3027.101807
	Iteration 19Q: 3 clusters Score -1677942 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1677983.875000 Penalty: 3027.101807
	Iteration 20F: 3 clusters Score -1677984 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1678027.250000 Penalty: 3027.101807
	Iteration 21Q: 3 clusters Score -1678027 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1678055.000000 Penalty: 3027.101807
	Iteration 22Q: 3 clusters Score -1678055 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1678078.250000 Penalty: 3027.101807
	Iteration 23Q: 3 clusters Score -1678078 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1678097.625000 Penalty: 3027.101807
	Iteration 24Q: 3 clusters Score -1678098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1678113.875000 Penalty: 3027.101807
	Iteration 25Q: 3 clusters Score -1678114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1678134.875000 Penalty: 3027.101807
	Iteration 26Q: 3 clusters Score -1678135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1678146.375000 Penalty: 3027.101807
	Iteration 27Q: 3 clusters Score -1678146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1678159.750000 Penalty: 3027.101807
	Iteration 28Q: 3 clusters Score -1678160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1678173.625000 Penalty: 3027.101807
	Iteration 29Q: 3 clusters Score -1678174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1678185.250000 Penalty: 3027.101807
	Iteration 30Q: 3 clusters Score -1678185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1678197.375000 Penalty: 3027.101807
	Iteration 31Q: 3 clusters Score -1678197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1678201.500000 Penalty: 3027.101807
	Iteration 32Q: 3 clusters Score -1678202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1678205.375000 Penalty: 3027.101807
	Iteration 33Q: 3 clusters Score -1678205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1678206.750000 Penalty: 3027.101807
	Iteration 34Q: 3 clusters Score -1678207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1678204.875000 Penalty: 3027.101807
	Iteration 35Q: 3 clusters Score -1678205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1678207.875000 Penalty: 3027.101807
	Iteration 36Q: 3 clusters Score -1678208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1678208.250000 Penalty: 3027.101807
	Iteration 37Q: 3 clusters Score -1678208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1678209.000000 Penalty: 3027.101807
	Iteration 38Q: 3 clusters Score -1678209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1678209.375000 Penalty: 3027.101807
	Iteration 39Q: 3 clusters Score -1678209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1678212.750000 Penalty: 3027.101807
	Iteration 40F: 3 clusters Score -1678213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1678211.250000 Penalty: 3027.101807
	Iteration 41Q: 3 clusters Score -1678211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1678210.750000 Penalty: 3027.101807
	Iteration 42Q: 3 clusters Score -1678211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1678210.375000 Penalty: 3027.101807
	Iteration 43Q: 3 clusters Score -1678210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1678210.375000 Penalty: 3027.101807
	Iteration 44F: 3 clusters Score -1678210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Entering Unmasked Estep 
Score: -827384.125000 Penalty: 1398.315796
	Iteration 0F: 2 clusters Score -827384.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -823143.562500 Penalty: 2796.631592
	Iteration 0F: 3 clusters Score -823143.6 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -824396.250000 Penalty: 2796.631592
	Iteration 1F: 3 clusters Score -824396.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -824628.812500 Penalty: 2796.631592
	Iteration 2F: 3 clusters Score -824628.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -824808.687500 Penalty: 2796.631592
	Iteration 3F: 3 clusters Score -824808.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -824987.437500 Penalty: 2796.631592
	Iteration 4F: 3 clusters Score -824987.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -825173.250000 Penalty: 2796.631592
	Iteration 5F: 3 clusters Score -825173.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -825337.875000 Penalty: 2796.631592
	Iteration 6Q: 3 clusters Score -825337.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -825500.375000 Penalty: 2796.631592
	Iteration 7Q: 3 clusters Score -825500.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -825655.937500 Penalty: 2796.631592
	Iteration 8Q: 3 clusters Score -825655.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -825763.125000 Penalty: 2796.631592
	Iteration 9Q: 3 clusters Score -825763.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -825861.437500 Penalty: 2796.631592
	Iteration 10Q: 3 clusters Score -825861.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -825950.187500 Penalty: 2796.631592
	Iteration 11Q: 3 clusters Score -825950.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -826004.187500 Penalty: 2796.631592
	Iteration 12Q: 3 clusters Score -826004.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -826053.000000 Penalty: 2796.631592
	Iteration 13Q: 3 clusters Score -826053 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -826082.687500 Penalty: 2796.631592
	Iteration 14Q: 3 clusters Score -826082.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -826111.812500 Penalty: 2796.631592
	Iteration 15Q: 3 clusters Score -826111.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -826132.750000 Penalty: 2796.631592
	Iteration 16Q: 3 clusters Score -826132.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -826152.375000 Penalty: 2796.631592
	Iteration 17Q: 3 clusters Score -826152.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -826165.875000 Penalty: 2796.631592
	Iteration 18Q: 3 clusters Score -826165.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -826180.000000 Penalty: 2796.631592
	Iteration 19Q: 3 clusters Score -826180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -826189.625000 Penalty: 2796.631592
	Iteration 20F: 3 clusters Score -826189.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -826197.437500 Penalty: 2796.631592
	Iteration 21Q: 3 clusters Score -826197.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -826201.875000 Penalty: 2796.631592
	Iteration 22Q: 3 clusters Score -826201.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -826206.750000 Penalty: 2796.631592
	Iteration 23Q: 3 clusters Score -826206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -826210.875000 Penalty: 2796.631592
	Iteration 24Q: 3 clusters Score -826210.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -826212.437500 Penalty: 2796.631592
	Iteration 25Q: 3 clusters Score -826212.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -826213.375000 Penalty: 2796.631592
	Iteration 26Q: 3 clusters Score -826213.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -826213.375000 Penalty: 2796.631592
	Iteration 27F: 3 clusters Score -826213.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Entering Unmasked Estep 
Score: -2586324.750000 Penalty: 1582.888306
	Iteration 0F: 2 clusters Score -2586325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2575115.250000 Penalty: 3165.776611
	Iteration 0F: 3 clusters Score -2575115 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2579423.000000 Penalty: 3165.776611
	Iteration 1F: 3 clusters Score -2579423 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2579816.000000 Penalty: 3165.776611
	Iteration 2F: 3 clusters Score -2579816 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2580136.500000 Penalty: 3165.776611
	Iteration 3Q: 3 clusters Score -2580136 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2580413.750000 Penalty: 3165.776611
	Iteration 4Q: 3 clusters Score -2580414 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2580667.250000 Penalty: 3165.776611
	Iteration 5Q: 3 clusters Score -2580667 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2580910.750000 Penalty: 3165.776611
	Iteration 6Q: 3 clusters Score -2580911 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2581180.500000 Penalty: 3165.776611
	Iteration 7Q: 3 clusters Score -2581180 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2581455.750000 Penalty: 3165.776611
	Iteration 8Q: 3 clusters Score -2581456 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2581771.000000 Penalty: 3165.776611
	Iteration 9Q: 3 clusters Score -2581771 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2582093.000000 Penalty: 3165.776611
	Iteration 10Q: 3 clusters Score -2582093 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2582401.750000 Penalty: 3165.776611
	Iteration 11Q: 3 clusters Score -2582402 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2582682.500000 Penalty: 3165.776611
	Iteration 12Q: 3 clusters Score -2582682 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2582928.000000 Penalty: 3165.776611
	Iteration 13Q: 3 clusters Score -2582928 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2583141.750000 Penalty: 3165.776611
	Iteration 14Q: 3 clusters Score -2583142 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2583306.000000 Penalty: 3165.776611
	Iteration 15Q: 3 clusters Score -2583306 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2583464.000000 Penalty: 3165.776611
	Iteration 16Q: 3 clusters Score -2583464 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2583585.250000 Penalty: 3165.776611
	Iteration 17Q: 3 clusters Score -2583585 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2583666.500000 Penalty: 3165.776611
	Iteration 18Q: 3 clusters Score -2583666 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2583730.500000 Penalty: 3165.776611
	Iteration 19Q: 3 clusters Score -2583730 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2583796.750000 Penalty: 3165.776611
	Iteration 20F: 3 clusters Score -2583797 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2583861.000000 Penalty: 3165.776611
	Iteration 21Q: 3 clusters Score -2583861 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2583917.750000 Penalty: 3165.776611
	Iteration 22Q: 3 clusters Score -2583918 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2583988.250000 Penalty: 3165.776611
	Iteration 23Q: 3 clusters Score -2583988 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2584061.500000 Penalty: 3165.776611
	Iteration 24Q: 3 clusters Score -2584062 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2584134.000000 Penalty: 3165.776611
	Iteration 25Q: 3 clusters Score -2584134 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2584215.000000 Penalty: 3165.776611
	Iteration 26Q: 3 clusters Score -2584215 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2584283.500000 Penalty: 3165.776611
	Iteration 27Q: 3 clusters Score -2584284 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2584356.250000 Penalty: 3165.776611
	Iteration 28Q: 3 clusters Score -2584356 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2584422.250000 Penalty: 3165.776611
	Iteration 29Q: 3 clusters Score -2584422 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2584497.500000 Penalty: 3165.776611
	Iteration 30Q: 3 clusters Score -2584498 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2584584.000000 Penalty: 3165.776611
	Iteration 31Q: 3 clusters Score -2584584 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2584647.250000 Penalty: 3165.776611
	Iteration 32Q: 3 clusters Score -2584647 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2584705.250000 Penalty: 3165.776611
	Iteration 33Q: 3 clusters Score -2584705 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2584748.750000 Penalty: 3165.776611
	Iteration 34Q: 3 clusters Score -2584749 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2584784.000000 Penalty: 3165.776611
	Iteration 35Q: 3 clusters Score -2584784 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2584830.000000 Penalty: 3165.776611
	Iteration 36Q: 3 clusters Score -2584830 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2584880.500000 Penalty: 3165.776611
	Iteration 37Q: 3 clusters Score -2584880 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2584917.750000 Penalty: 3165.776611
	Iteration 38Q: 3 clusters Score -2584918 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2584971.000000 Penalty: 3165.776611
	Iteration 39Q: 3 clusters Score -2584971 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2585021.000000 Penalty: 3165.776611
	Iteration 40F: 3 clusters Score -2585021 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2585064.750000 Penalty: 3165.776611
	Iteration 41Q: 3 clusters Score -2585065 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2585085.250000 Penalty: 3165.776611
	Iteration 42Q: 3 clusters Score -2585085 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2585111.500000 Penalty: 3165.776611
	Iteration 43Q: 3 clusters Score -2585112 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2585122.000000 Penalty: 3165.776611
	Iteration 44Q: 3 clusters Score -2585122 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2585146.500000 Penalty: 3165.776611
	Iteration 45Q: 3 clusters Score -2585146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2585159.750000 Penalty: 3165.776611
	Iteration 46Q: 3 clusters Score -2585160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2585163.000000 Penalty: 3165.776611
	Iteration 47Q: 3 clusters Score -2585163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2585172.500000 Penalty: 3165.776611
	Iteration 48Q: 3 clusters Score -2585172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2585178.750000 Penalty: 3165.776611
	Iteration 49Q: 3 clusters Score -2585179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2585181.750000 Penalty: 3165.776611
	Iteration 50Q: 3 clusters Score -2585182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2585186.000000 Penalty: 3165.776611
	Iteration 51Q: 3 clusters Score -2585186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2585191.000000 Penalty: 3165.776611
	Iteration 52Q: 3 clusters Score -2585191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2585192.000000 Penalty: 3165.776611
	Iteration 53Q: 3 clusters Score -2585192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2585196.000000 Penalty: 3165.776611
	Iteration 54Q: 3 clusters Score -2585196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2585198.000000 Penalty: 3165.776611
	Iteration 55Q: 3 clusters Score -2585198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2585200.000000 Penalty: 3165.776611
	Iteration 56Q: 3 clusters Score -2585200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2585204.500000 Penalty: 3165.776611
	Iteration 57Q: 3 clusters Score -2585204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2585209.250000 Penalty: 3165.776611
	Iteration 58Q: 3 clusters Score -2585209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2585215.000000 Penalty: 3165.776611
	Iteration 59Q: 3 clusters Score -2585215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2585209.750000 Penalty: 3165.776611
	Iteration 60F: 3 clusters Score -2585210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2585211.250000 Penalty: 3165.776611
	Iteration 61Q: 3 clusters Score -2585211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2585210.000000 Penalty: 3165.776611
	Iteration 62Q: 3 clusters Score -2585210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2585210.000000 Penalty: 3165.776611
	Iteration 63F: 3 clusters Score -2585210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -230087.343750 Penalty: 1210.543457
	Iteration 0F: 2 clusters Score -230087.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -228174.250000 Penalty: 2421.086914
	Iteration 0F: 3 clusters Score -228174.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -228675.984375 Penalty: 2421.086914
	Iteration 1F: 3 clusters Score -228676 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -228909.406250 Penalty: 2421.086914
	Iteration 2F: 3 clusters Score -228909.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -229153.656250 Penalty: 2421.086914
	Iteration 3F: 3 clusters Score -229153.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -229383.171875 Penalty: 2421.086914
	Iteration 4F: 3 clusters Score -229383.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -229560.625000 Penalty: 2421.086914
	Iteration 5F: 3 clusters Score -229560.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -229662.718750 Penalty: 2421.086914
	Iteration 6Q: 3 clusters Score -229662.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -229720.156250 Penalty: 2421.086914
	Iteration 7Q: 3 clusters Score -229720.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -229758.093750 Penalty: 2421.086914
	Iteration 8Q: 3 clusters Score -229758.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -229787.718750 Penalty: 2421.086914
	Iteration 9Q: 3 clusters Score -229787.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -229816.843750 Penalty: 2421.086914
	Iteration 10Q: 3 clusters Score -229816.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -229835.578125 Penalty: 2421.086914
	Iteration 11Q: 3 clusters Score -229835.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -229856.218750 Penalty: 2421.086914
	Iteration 12Q: 3 clusters Score -229856.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -229863.718750 Penalty: 2421.086914
	Iteration 13Q: 3 clusters Score -229863.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -229871.281250 Penalty: 2421.086914
	Iteration 14Q: 3 clusters Score -229871.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -229872.453125 Penalty: 2421.086914
	Iteration 15Q: 3 clusters Score -229872.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -229873.265625 Penalty: 2421.086914
	Iteration 16Q: 3 clusters Score -229873.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -229873.468750 Penalty: 2421.086914
	Iteration 17Q: 3 clusters Score -229873.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -229877.140625 Penalty: 2421.086914
	Iteration 18F: 3 clusters Score -229877.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -229881.843750 Penalty: 2421.086914
	Iteration 19Q: 3 clusters Score -229881.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -229886.031250 Penalty: 2421.086914
	Iteration 20F: 3 clusters Score -229886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -229891.812500 Penalty: 2421.086914
	Iteration 21Q: 3 clusters Score -229891.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -229900.234375 Penalty: 2421.086914
	Iteration 22Q: 3 clusters Score -229900.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -229908.281250 Penalty: 2421.086914
	Iteration 23Q: 3 clusters Score -229908.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -229918.343750 Penalty: 2421.086914
	Iteration 24Q: 3 clusters Score -229918.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -229929.390625 Penalty: 2421.086914
	Iteration 25Q: 3 clusters Score -229929.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -229937.343750 Penalty: 2421.086914
	Iteration 26Q: 3 clusters Score -229937.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -229942.187500 Penalty: 2421.086914
	Iteration 27Q: 3 clusters Score -229942.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -229947.843750 Penalty: 2421.086914
	Iteration 28Q: 3 clusters Score -229947.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -229954.453125 Penalty: 2421.086914
	Iteration 29Q: 3 clusters Score -229954.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -229958.000000 Penalty: 2421.086914
	Iteration 30Q: 3 clusters Score -229958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -229960.046875 Penalty: 2421.086914
	Iteration 31Q: 3 clusters Score -229960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -229960.671875 Penalty: 2421.086914
	Iteration 32Q: 3 clusters Score -229960.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -229960.671875 Penalty: 2421.086914
	Iteration 33F: 3 clusters Score -229960.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Entering Unmasked Estep 
Score: -543333.062500 Penalty: 1343.251831
	Iteration 0F: 2 clusters Score -543333.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -540057.875000 Penalty: 2686.503662
	Iteration 0F: 3 clusters Score -540057.9 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -540988.812500 Penalty: 2686.503662
	Iteration 1F: 3 clusters Score -540988.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -541239.375000 Penalty: 2686.503662
	Iteration 2F: 3 clusters Score -541239.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -541533.500000 Penalty: 2686.503662
	Iteration 3F: 3 clusters Score -541533.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -541880.062500 Penalty: 2686.503662
	Iteration 4F: 3 clusters Score -541880.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -542213.875000 Penalty: 2686.503662
	Iteration 5F: 3 clusters Score -542213.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -542486.937500 Penalty: 2686.503662
	Iteration 6F: 3 clusters Score -542486.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -542634.875000 Penalty: 2686.503662
	Iteration 7F: 3 clusters Score -542634.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -542720.562500 Penalty: 2686.503662
	Iteration 8Q: 3 clusters Score -542720.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -542800.500000 Penalty: 2686.503662
	Iteration 9Q: 3 clusters Score -542800.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -542854.687500 Penalty: 2686.503662
	Iteration 10Q: 3 clusters Score -542854.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -542893.437500 Penalty: 2686.503662
	Iteration 11Q: 3 clusters Score -542893.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -542918.812500 Penalty: 2686.503662
	Iteration 12Q: 3 clusters Score -542918.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -542939.000000 Penalty: 2686.503662
	Iteration 13Q: 3 clusters Score -542939 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -542960.562500 Penalty: 2686.503662
	Iteration 14Q: 3 clusters Score -542960.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -542978.750000 Penalty: 2686.503662
	Iteration 15Q: 3 clusters Score -542978.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -542994.812500 Penalty: 2686.503662
	Iteration 16Q: 3 clusters Score -542994.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -543006.750000 Penalty: 2686.503662
	Iteration 17Q: 3 clusters Score -543006.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -543017.187500 Penalty: 2686.503662
	Iteration 18Q: 3 clusters Score -543017.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -543023.500000 Penalty: 2686.503662
	Iteration 19Q: 3 clusters Score -543023.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -543026.187500 Penalty: 2686.503662
	Iteration 20F: 3 clusters Score -543026.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -543031.125000 Penalty: 2686.503662
	Iteration 21Q: 3 clusters Score -543031.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -543034.500000 Penalty: 2686.503662
	Iteration 22Q: 3 clusters Score -543034.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -543037.250000 Penalty: 2686.503662
	Iteration 23Q: 3 clusters Score -543037.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -543039.875000 Penalty: 2686.503662
	Iteration 24Q: 3 clusters Score -543039.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -543040.062500 Penalty: 2686.503662
	Iteration 25Q: 3 clusters Score -543040.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -543040.375000 Penalty: 2686.503662
	Iteration 26Q: 3 clusters Score -543040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -543040.375000 Penalty: 2686.503662
	Iteration 27Q: 3 clusters Score -543040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -543041.750000 Penalty: 2686.503662
	Iteration 28Q: 3 clusters Score -543041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -543041.750000 Penalty: 2686.503662
	Iteration 29F: 3 clusters Score -543041.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -225337.140625 Penalty: 1223.877197
	Iteration 0F: 2 clusters Score -225337.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -223360.875000 Penalty: 2447.754395
	Iteration 0F: 3 clusters Score -223360.9 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -224017.843750 Penalty: 2447.754395
	Iteration 1F: 3 clusters Score -224017.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -224240.078125 Penalty: 2447.754395
	Iteration 2F: 3 clusters Score -224240.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -224383.093750 Penalty: 2447.754395
	Iteration 3F: 3 clusters Score -224383.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -224493.812500 Penalty: 2447.754395
	Iteration 4F: 3 clusters Score -224493.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -224570.140625 Penalty: 2447.754395
	Iteration 5Q: 3 clusters Score -224570.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -224623.546875 Penalty: 2447.754395
	Iteration 6Q: 3 clusters Score -224623.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -224670.859375 Penalty: 2447.754395
	Iteration 7Q: 3 clusters Score -224670.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -224705.125000 Penalty: 2447.754395
	Iteration 8Q: 3 clusters Score -224705.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -224727.109375 Penalty: 2447.754395
	Iteration 9Q: 3 clusters Score -224727.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -224742.281250 Penalty: 2447.754395
	Iteration 10Q: 3 clusters Score -224742.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -224756.671875 Penalty: 2447.754395
	Iteration 11Q: 3 clusters Score -224756.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -224765.390625 Penalty: 2447.754395
	Iteration 12Q: 3 clusters Score -224765.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -224774.375000 Penalty: 2447.754395
	Iteration 13Q: 3 clusters Score -224774.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -224780.468750 Penalty: 2447.754395
	Iteration 14Q: 3 clusters Score -224780.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -224784.703125 Penalty: 2447.754395
	Iteration 15Q: 3 clusters Score -224784.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -224788.093750 Penalty: 2447.754395
	Iteration 16Q: 3 clusters Score -224788.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -224791.546875 Penalty: 2447.754395
	Iteration 17Q: 3 clusters Score -224791.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -224794.000000 Penalty: 2447.754395
	Iteration 18Q: 3 clusters Score -224794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -224799.562500 Penalty: 2447.754395
	Iteration 19Q: 3 clusters Score -224799.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -224802.468750 Penalty: 2447.754395
	Iteration 20F: 3 clusters Score -224802.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -224807.515625 Penalty: 2447.754395
	Iteration 21Q: 3 clusters Score -224807.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -224813.046875 Penalty: 2447.754395
	Iteration 22Q: 3 clusters Score -224813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -224817.281250 Penalty: 2447.754395
	Iteration 23Q: 3 clusters Score -224817.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -224819.546875 Penalty: 2447.754395
	Iteration 24Q: 3 clusters Score -224819.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -224820.265625 Penalty: 2447.754395
	Iteration 25Q: 3 clusters Score -224820.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -224820.515625 Penalty: 2447.754395
	Iteration 26Q: 3 clusters Score -224820.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -224821.500000 Penalty: 2447.754395
	Iteration 27Q: 3 clusters Score -224821.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -224821.500000 Penalty: 2447.754395
	Iteration 28F: 3 clusters Score -224821.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -179207.421875 Penalty: 1185.556885
	Iteration 0F: 2 clusters Score -179207.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -177484.609375 Penalty: 2371.113770
	Iteration 0F: 3 clusters Score -177484.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -177859.343750 Penalty: 2371.113770
	Iteration 1F: 3 clusters Score -177859.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -177990.359375 Penalty: 2371.113770
	Iteration 2F: 3 clusters Score -177990.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -178076.859375 Penalty: 2371.113770
	Iteration 3F: 3 clusters Score -178076.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -178137.265625 Penalty: 2371.113770
	Iteration 4Q: 3 clusters Score -178137.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -178194.734375 Penalty: 2371.113770
	Iteration 5Q: 3 clusters Score -178194.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -178258.140625 Penalty: 2371.113770
	Iteration 6Q: 3 clusters Score -178258.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -178342.046875 Penalty: 2371.113770
	Iteration 7Q: 3 clusters Score -178342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -178407.468750 Penalty: 2371.113770
	Iteration 8Q: 3 clusters Score -178407.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -178445.406250 Penalty: 2371.113770
	Iteration 9Q: 3 clusters Score -178445.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -178475.265625 Penalty: 2371.113770
	Iteration 10Q: 3 clusters Score -178475.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -178497.265625 Penalty: 2371.113770
	Iteration 11Q: 3 clusters Score -178497.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -178509.296875 Penalty: 2371.113770
	Iteration 12Q: 3 clusters Score -178509.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -178519.968750 Penalty: 2371.113770
	Iteration 13Q: 3 clusters Score -178520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -178534.812500 Penalty: 2371.113770
	Iteration 14Q: 3 clusters Score -178534.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -178544.890625 Penalty: 2371.113770
	Iteration 15Q: 3 clusters Score -178544.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -178555.562500 Penalty: 2371.113770
	Iteration 16Q: 3 clusters Score -178555.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -178564.718750 Penalty: 2371.113770
	Iteration 17Q: 3 clusters Score -178564.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -178571.593750 Penalty: 2371.113770
	Iteration 18Q: 3 clusters Score -178571.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -178574.625000 Penalty: 2371.113770
	Iteration 19Q: 3 clusters Score -178574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -178583.812500 Penalty: 2371.113770
	Iteration 20F: 3 clusters Score -178583.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -178588.703125 Penalty: 2371.113770
	Iteration 21Q: 3 clusters Score -178588.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -178591.390625 Penalty: 2371.113770
	Iteration 22Q: 3 clusters Score -178591.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -178592.968750 Penalty: 2371.113770
	Iteration 23Q: 3 clusters Score -178593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -178593.734375 Penalty: 2371.113770
	Iteration 24Q: 3 clusters Score -178593.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -178594.656250 Penalty: 2371.113770
	Iteration 25Q: 3 clusters Score -178594.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -178595.734375 Penalty: 2371.113770
	Iteration 26Q: 3 clusters Score -178595.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -178597.656250 Penalty: 2371.113770
	Iteration 27Q: 3 clusters Score -178597.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -178599.515625 Penalty: 2371.113770
	Iteration 28Q: 3 clusters Score -178599.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -178602.859375 Penalty: 2371.113770
	Iteration 29Q: 3 clusters Score -178602.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -178608.953125 Penalty: 2371.113770
	Iteration 30Q: 3 clusters Score -178609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -178611.484375 Penalty: 2371.113770
	Iteration 31Q: 3 clusters Score -178611.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -178613.734375 Penalty: 2371.113770
	Iteration 32Q: 3 clusters Score -178613.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -178616.656250 Penalty: 2371.113770
	Iteration 33Q: 3 clusters Score -178616.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -178618.437500 Penalty: 2371.113770
	Iteration 34Q: 3 clusters Score -178618.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -178620.406250 Penalty: 2371.113770
	Iteration 35Q: 3 clusters Score -178620.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -178623.656250 Penalty: 2371.113770
	Iteration 36Q: 3 clusters Score -178623.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -178627.593750 Penalty: 2371.113770
	Iteration 37Q: 3 clusters Score -178627.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -178630.468750 Penalty: 2371.113770
	Iteration 38Q: 3 clusters Score -178630.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -178631.562500 Penalty: 2371.113770
	Iteration 39Q: 3 clusters Score -178631.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -178631.765625 Penalty: 2371.113770
	Iteration 40F: 3 clusters Score -178631.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Entering Unmasked Estep 
Score: -3196635.500000 Penalty: 1616.344971
	Iteration 0F: 2 clusters Score -3196636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -3183831.000000 Penalty: 3232.689941
	Iteration 0F: 3 clusters Score -3183831 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -3188987.750000 Penalty: 3232.689941
	Iteration 1F: 3 clusters Score -3188988 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -3189402.750000 Penalty: 3232.689941
	Iteration 2F: 3 clusters Score -3189403 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -3189825.500000 Penalty: 3232.689941
	Iteration 3F: 3 clusters Score -3189826 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -3190297.000000 Penalty: 3232.689941
	Iteration 4F: 3 clusters Score -3190297 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -3190808.250000 Penalty: 3232.689941
	Iteration 5F: 3 clusters Score -3190808 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -3191270.000000 Penalty: 3232.689941
	Iteration 6F: 3 clusters Score -3191270 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3191705.000000 Penalty: 3232.689941
	Iteration 7Q: 3 clusters Score -3191705 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -3192047.250000 Penalty: 3232.689941
	Iteration 8Q: 3 clusters Score -3192047 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -3192329.750000 Penalty: 3232.689941
	Iteration 9Q: 3 clusters Score -3192330 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -3192631.000000 Penalty: 3232.689941
	Iteration 10Q: 3 clusters Score -3192631 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -3192987.750000 Penalty: 3232.689941
	Iteration 11Q: 3 clusters Score -3192988 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -3193400.500000 Penalty: 3232.689941
	Iteration 12Q: 3 clusters Score -3193400 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -3193858.250000 Penalty: 3232.689941
	Iteration 13Q: 3 clusters Score -3193858 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3194310.000000 Penalty: 3232.689941
	Iteration 14Q: 3 clusters Score -3194310 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3194760.750000 Penalty: 3232.689941
	Iteration 15Q: 3 clusters Score -3194761 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3195129.250000 Penalty: 3232.689941
	Iteration 16Q: 3 clusters Score -3195129 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3195330.500000 Penalty: 3232.689941
	Iteration 17Q: 3 clusters Score -3195330 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3195414.750000 Penalty: 3232.689941
	Iteration 18Q: 3 clusters Score -3195415 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3195448.500000 Penalty: 3232.689941
	Iteration 19Q: 3 clusters Score -3195448 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3195497.000000 Penalty: 3232.689941
	Iteration 20F: 3 clusters Score -3195497 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3195501.250000 Penalty: 3232.689941
	Iteration 21Q: 3 clusters Score -3195501 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3195512.250000 Penalty: 3232.689941
	Iteration 22Q: 3 clusters Score -3195512 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3195522.000000 Penalty: 3232.689941
	Iteration 23Q: 3 clusters Score -3195522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3195531.250000 Penalty: 3232.689941
	Iteration 24Q: 3 clusters Score -3195531 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3195526.250000 Penalty: 3232.689941
	Iteration 25Q: 3 clusters Score -3195526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3195534.000000 Penalty: 3232.689941
	Iteration 26Q: 3 clusters Score -3195534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3195538.250000 Penalty: 3232.689941
	Iteration 27Q: 3 clusters Score -3195538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3195542.750000 Penalty: 3232.689941
	Iteration 28Q: 3 clusters Score -3195543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3195537.000000 Penalty: 3232.689941
	Iteration 29Q: 3 clusters Score -3195537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3195537.250000 Penalty: 3232.689941
	Iteration 30Q: 3 clusters Score -3195537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3195541.500000 Penalty: 3232.689941
	Iteration 31Q: 3 clusters Score -3195542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3195539.000000 Penalty: 3232.689941
	Iteration 32Q: 3 clusters Score -3195539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3195544.250000 Penalty: 3232.689941
	Iteration 33Q: 3 clusters Score -3195544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3195546.500000 Penalty: 3232.689941
	Iteration 34Q: 3 clusters Score -3195546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3195545.500000 Penalty: 3232.689941
	Iteration 35Q: 3 clusters Score -3195546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3195547.000000 Penalty: 3232.689941
	Iteration 36Q: 3 clusters Score -3195547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3195545.000000 Penalty: 3232.689941
	Iteration 37Q: 3 clusters Score -3195545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3195545.750000 Penalty: 3232.689941
	Iteration 38Q: 3 clusters Score -3195546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3195545.750000 Penalty: 3232.689941
	Iteration 39F: 3 clusters Score -3195546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Entering Unmasked Estep 
Score: -561104.250000 Penalty: 1354.468628
	Iteration 0F: 2 clusters Score -561104.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -557655.062500 Penalty: 2708.937256
	Iteration 0F: 3 clusters Score -557655.1 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -558608.875000 Penalty: 2708.937256
	Iteration 1F: 3 clusters Score -558608.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -558861.187500 Penalty: 2708.937256
	Iteration 2F: 3 clusters Score -558861.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -559071.937500 Penalty: 2708.937256
	Iteration 3F: 3 clusters Score -559071.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -559272.500000 Penalty: 2708.937256
	Iteration 4F: 3 clusters Score -559272.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -559484.500000 Penalty: 2708.937256
	Iteration 5F: 3 clusters Score -559484.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -559702.875000 Penalty: 2708.937256
	Iteration 6F: 3 clusters Score -559702.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -559868.312500 Penalty: 2708.937256
	Iteration 7Q: 3 clusters Score -559868.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -560010.750000 Penalty: 2708.937256
	Iteration 8Q: 3 clusters Score -560010.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -560102.062500 Penalty: 2708.937256
	Iteration 9Q: 3 clusters Score -560102.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -560171.250000 Penalty: 2708.937256
	Iteration 10Q: 3 clusters Score -560171.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -560235.750000 Penalty: 2708.937256
	Iteration 11Q: 3 clusters Score -560235.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -560291.687500 Penalty: 2708.937256
	Iteration 12Q: 3 clusters Score -560291.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -560340.937500 Penalty: 2708.937256
	Iteration 13Q: 3 clusters Score -560340.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -560382.875000 Penalty: 2708.937256
	Iteration 14Q: 3 clusters Score -560382.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -560412.875000 Penalty: 2708.937256
	Iteration 15Q: 3 clusters Score -560412.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -560439.062500 Penalty: 2708.937256
	Iteration 16Q: 3 clusters Score -560439.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -560453.062500 Penalty: 2708.937256
	Iteration 17Q: 3 clusters Score -560453.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -560465.750000 Penalty: 2708.937256
	Iteration 18Q: 3 clusters Score -560465.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -560479.750000 Penalty: 2708.937256
	Iteration 19Q: 3 clusters Score -560479.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -560491.562500 Penalty: 2708.937256
	Iteration 20F: 3 clusters Score -560491.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -560499.437500 Penalty: 2708.937256
	Iteration 21Q: 3 clusters Score -560499.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -560509.437500 Penalty: 2708.937256
	Iteration 22Q: 3 clusters Score -560509.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -560515.875000 Penalty: 2708.937256
	Iteration 23Q: 3 clusters Score -560515.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -560521.562500 Penalty: 2708.937256
	Iteration 24Q: 3 clusters Score -560521.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -560527.937500 Penalty: 2708.937256
	Iteration 25Q: 3 clusters Score -560527.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -560531.875000 Penalty: 2708.937256
	Iteration 26Q: 3 clusters Score -560531.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -560538.875000 Penalty: 2708.937256
	Iteration 27Q: 3 clusters Score -560538.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -560543.562500 Penalty: 2708.937256
	Iteration 28Q: 3 clusters Score -560543.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -560549.187500 Penalty: 2708.937256
	Iteration 29Q: 3 clusters Score -560549.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -560552.250000 Penalty: 2708.937256
	Iteration 30Q: 3 clusters Score -560552.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -560553.500000 Penalty: 2708.937256
	Iteration 31Q: 3 clusters Score -560553.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -560555.687500 Penalty: 2708.937256
	Iteration 32Q: 3 clusters Score -560555.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -560556.875000 Penalty: 2708.937256
	Iteration 33Q: 3 clusters Score -560556.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -560557.812500 Penalty: 2708.937256
	Iteration 34Q: 3 clusters Score -560557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -560558.375000 Penalty: 2708.937256
	Iteration 35Q: 3 clusters Score -560558.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -560558.375000 Penalty: 2708.937256
	Iteration 36Q: 3 clusters Score -560558.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -560559.437500 Penalty: 2708.937256
	Iteration 37Q: 3 clusters Score -560559.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -560559.250000 Penalty: 2708.937256
	Iteration 38Q: 3 clusters Score -560559.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -560559.562500 Penalty: 2708.937256
	Iteration 39Q: 3 clusters Score -560559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -560560.250000 Penalty: 2708.937256
	Iteration 40F: 3 clusters Score -560560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -560562.375000 Penalty: 2708.937256
	Iteration 41Q: 3 clusters Score -560562.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -560563.562500 Penalty: 2708.937256
	Iteration 42Q: 3 clusters Score -560563.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -560565.250000 Penalty: 2708.937256
	Iteration 43Q: 3 clusters Score -560565.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -560566.937500 Penalty: 2708.937256
	Iteration 44Q: 3 clusters Score -560566.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -560568.125000 Penalty: 2708.937256
	Iteration 45Q: 3 clusters Score -560568.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -560568.250000 Penalty: 2708.937256
	Iteration 46Q: 3 clusters Score -560568.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -560569.687500 Penalty: 2708.937256
	Iteration 47Q: 3 clusters Score -560569.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -560569.062500 Penalty: 2708.937256
	Iteration 48Q: 3 clusters Score -560569.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -560569.062500 Penalty: 2708.937256
	Iteration 49Q: 3 clusters Score -560569.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -560570.187500 Penalty: 2708.937256
	Iteration 50Q: 3 clusters Score -560570.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -560571.812500 Penalty: 2708.937256
	Iteration 51Q: 3 clusters Score -560571.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -560572.500000 Penalty: 2708.937256
	Iteration 52Q: 3 clusters Score -560572.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -560573.625000 Penalty: 2708.937256
	Iteration 53Q: 3 clusters Score -560573.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -560574.437500 Penalty: 2708.937256
	Iteration 54Q: 3 clusters Score -560574.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -560575.187500 Penalty: 2708.937256
	Iteration 55Q: 3 clusters Score -560575.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -560575.250000 Penalty: 2708.937256
	Iteration 56Q: 3 clusters Score -560575.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -560575.625000 Penalty: 2708.937256
	Iteration 57Q: 3 clusters Score -560575.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -560575.625000 Penalty: 2708.937256
	Iteration 58F: 3 clusters Score -560575.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -66167.476562 Penalty: 1010.522522
	Iteration 0F: 2 clusters Score -66167.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65208.507812 Penalty: 2021.045044
	Iteration 0F: 3 clusters Score -65208.51 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -65660.773438 Penalty: 2021.045044
	Iteration 1F: 3 clusters Score -65660.77 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -65827.976562 Penalty: 2021.045044
	Iteration 2F: 3 clusters Score -65827.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -65903.500000 Penalty: 2021.045044
	Iteration 3F: 3 clusters Score -65903.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -65939.375000 Penalty: 2021.045044
	Iteration 4Q: 3 clusters Score -65939.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -65962.460938 Penalty: 2021.045044
	Iteration 5Q: 3 clusters Score -65962.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -65964.476562 Penalty: 2021.045044
	Iteration 6Q: 3 clusters Score -65964.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -65967.585938 Penalty: 2021.045044
	Iteration 7Q: 3 clusters Score -65967.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -65967.585938 Penalty: 2021.045044
	Iteration 8F: 3 clusters Score -65967.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Entering Unmasked Estep 
Score: -1145626.375000 Penalty: 1459.482422
	Iteration 0F: 2 clusters Score -1145626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1139821.250000 Penalty: 2918.964844
	Iteration 0F: 3 clusters Score -1139821 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1141718.500000 Penalty: 2918.964844
	Iteration 1F: 3 clusters Score -1141718 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1142110.375000 Penalty: 2918.964844
	Iteration 2F: 3 clusters Score -1142110 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1142545.750000 Penalty: 2918.964844
	Iteration 3F: 3 clusters Score -1142546 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1142938.625000 Penalty: 2918.964844
	Iteration 4F: 3 clusters Score -1142939 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1143185.375000 Penalty: 2918.964844
	Iteration 5F: 3 clusters Score -1143185 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1143373.250000 Penalty: 2918.964844
	Iteration 6Q: 3 clusters Score -1143373 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1143530.000000 Penalty: 2918.964844
	Iteration 7Q: 3 clusters Score -1143530 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1143667.625000 Penalty: 2918.964844
	Iteration 8Q: 3 clusters Score -1143668 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1143756.625000 Penalty: 2918.964844
	Iteration 9Q: 3 clusters Score -1143757 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1143828.250000 Penalty: 2918.964844
	Iteration 10Q: 3 clusters Score -1143828 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1143881.125000 Penalty: 2918.964844
	Iteration 11Q: 3 clusters Score -1143881 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1143934.375000 Penalty: 2918.964844
	Iteration 12Q: 3 clusters Score -1143934 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1143979.375000 Penalty: 2918.964844
	Iteration 13Q: 3 clusters Score -1143979 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1144023.750000 Penalty: 2918.964844
	Iteration 14Q: 3 clusters Score -1144024 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1144057.375000 Penalty: 2918.964844
	Iteration 15Q: 3 clusters Score -1144057 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1144093.125000 Penalty: 2918.964844
	Iteration 16Q: 3 clusters Score -1144093 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1144127.750000 Penalty: 2918.964844
	Iteration 17Q: 3 clusters Score -1144128 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1144168.625000 Penalty: 2918.964844
	Iteration 18Q: 3 clusters Score -1144169 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1144219.375000 Penalty: 2918.964844
	Iteration 19Q: 3 clusters Score -1144219 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1144279.500000 Penalty: 2918.964844
	Iteration 20F: 3 clusters Score -1144280 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1144316.500000 Penalty: 2918.964844
	Iteration 21Q: 3 clusters Score -1144316 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1144352.000000 Penalty: 2918.964844
	Iteration 22Q: 3 clusters Score -1144352 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1144383.125000 Penalty: 2918.964844
	Iteration 23Q: 3 clusters Score -1144383 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1144405.625000 Penalty: 2918.964844
	Iteration 24Q: 3 clusters Score -1144406 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1144426.500000 Penalty: 2918.964844
	Iteration 25Q: 3 clusters Score -1144426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1144444.875000 Penalty: 2918.964844
	Iteration 26Q: 3 clusters Score -1144445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1144452.000000 Penalty: 2918.964844
	Iteration 27Q: 3 clusters Score -1144452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1144464.375000 Penalty: 2918.964844
	Iteration 28Q: 3 clusters Score -1144464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1144472.750000 Penalty: 2918.964844
	Iteration 29Q: 3 clusters Score -1144473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1144487.125000 Penalty: 2918.964844
	Iteration 30Q: 3 clusters Score -1144487 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1144507.625000 Penalty: 2918.964844
	Iteration 31Q: 3 clusters Score -1144508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1144522.500000 Penalty: 2918.964844
	Iteration 32Q: 3 clusters Score -1144522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1144533.250000 Penalty: 2918.964844
	Iteration 33Q: 3 clusters Score -1144533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1144545.625000 Penalty: 2918.964844
	Iteration 34Q: 3 clusters Score -1144546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1144553.875000 Penalty: 2918.964844
	Iteration 35Q: 3 clusters Score -1144554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1144557.500000 Penalty: 2918.964844
	Iteration 36Q: 3 clusters Score -1144558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1144563.125000 Penalty: 2918.964844
	Iteration 37Q: 3 clusters Score -1144563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1144566.125000 Penalty: 2918.964844
	Iteration 38Q: 3 clusters Score -1144566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1144566.500000 Penalty: 2918.964844
	Iteration 39Q: 3 clusters Score -1144566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1144569.750000 Penalty: 2918.964844
	Iteration 40F: 3 clusters Score -1144570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1144573.125000 Penalty: 2918.964844
	Iteration 41Q: 3 clusters Score -1144573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1144578.125000 Penalty: 2918.964844
	Iteration 42Q: 3 clusters Score -1144578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1144578.750000 Penalty: 2918.964844
	Iteration 43Q: 3 clusters Score -1144579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1144583.625000 Penalty: 2918.964844
	Iteration 44Q: 3 clusters Score -1144584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1144587.500000 Penalty: 2918.964844
	Iteration 45Q: 3 clusters Score -1144588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1144589.875000 Penalty: 2918.964844
	Iteration 46Q: 3 clusters Score -1144590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1144595.125000 Penalty: 2918.964844
	Iteration 47Q: 3 clusters Score -1144595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1144597.875000 Penalty: 2918.964844
	Iteration 48Q: 3 clusters Score -1144598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1144604.125000 Penalty: 2918.964844
	Iteration 49Q: 3 clusters Score -1144604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1144606.000000 Penalty: 2918.964844
	Iteration 50Q: 3 clusters Score -1144606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1144612.625000 Penalty: 2918.964844
	Iteration 51Q: 3 clusters Score -1144613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1144617.500000 Penalty: 2918.964844
	Iteration 52Q: 3 clusters Score -1144618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1144623.125000 Penalty: 2918.964844
	Iteration 53Q: 3 clusters Score -1144623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1144628.875000 Penalty: 2918.964844
	Iteration 54Q: 3 clusters Score -1144629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1144631.625000 Penalty: 2918.964844
	Iteration 55Q: 3 clusters Score -1144632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1144635.125000 Penalty: 2918.964844
	Iteration 56Q: 3 clusters Score -1144635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1144637.000000 Penalty: 2918.964844
	Iteration 57Q: 3 clusters Score -1144637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1144641.750000 Penalty: 2918.964844
	Iteration 58Q: 3 clusters Score -1144642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1144644.250000 Penalty: 2918.964844
	Iteration 59Q: 3 clusters Score -1144644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1144644.250000 Penalty: 2918.964844
	Iteration 60F: 3 clusters Score -1144644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Entering Unmasked Estep 
Score: -1864768.250000 Penalty: 1542.862915
	Iteration 0F: 2 clusters Score -1864768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1855610.125000 Penalty: 3085.725830
	Iteration 0F: 3 clusters Score -1855610 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1858857.375000 Penalty: 3085.725830
	Iteration 1F: 3 clusters Score -1858857 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1859213.500000 Penalty: 3085.725830
	Iteration 2F: 3 clusters Score -1859214 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1859494.500000 Penalty: 3085.725830
	Iteration 3F: 3 clusters Score -1859494 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1859764.125000 Penalty: 3085.725830
	Iteration 4Q: 3 clusters Score -1859764 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1860004.000000 Penalty: 3085.725830
	Iteration 5Q: 3 clusters Score -1860004 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1860215.250000 Penalty: 3085.725830
	Iteration 6Q: 3 clusters Score -1860215 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1860386.125000 Penalty: 3085.725830
	Iteration 7Q: 3 clusters Score -1860386 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1860562.500000 Penalty: 3085.725830
	Iteration 8Q: 3 clusters Score -1860562 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1860750.125000 Penalty: 3085.725830
	Iteration 9Q: 3 clusters Score -1860750 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1860937.500000 Penalty: 3085.725830
	Iteration 10Q: 3 clusters Score -1860938 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1861105.000000 Penalty: 3085.725830
	Iteration 11Q: 3 clusters Score -1861105 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1861275.750000 Penalty: 3085.725830
	Iteration 12Q: 3 clusters Score -1861276 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1861473.250000 Penalty: 3085.725830
	Iteration 13Q: 3 clusters Score -1861473 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1861669.750000 Penalty: 3085.725830
	Iteration 14Q: 3 clusters Score -1861670 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1861835.250000 Penalty: 3085.725830
	Iteration 15Q: 3 clusters Score -1861835 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1861983.500000 Penalty: 3085.725830
	Iteration 16Q: 3 clusters Score -1861984 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1862087.250000 Penalty: 3085.725830
	Iteration 17Q: 3 clusters Score -1862087 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1862182.500000 Penalty: 3085.725830
	Iteration 18Q: 3 clusters Score -1862182 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1862265.500000 Penalty: 3085.725830
	Iteration 19Q: 3 clusters Score -1862266 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1862354.250000 Penalty: 3085.725830
	Iteration 20F: 3 clusters Score -1862354 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1862452.625000 Penalty: 3085.725830
	Iteration 21Q: 3 clusters Score -1862453 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1862571.375000 Penalty: 3085.725830
	Iteration 22Q: 3 clusters Score -1862571 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1862682.375000 Penalty: 3085.725830
	Iteration 23Q: 3 clusters Score -1862682 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1862802.250000 Penalty: 3085.725830
	Iteration 24Q: 3 clusters Score -1862802 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1862902.625000 Penalty: 3085.725830
	Iteration 25Q: 3 clusters Score -1862903 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1862992.750000 Penalty: 3085.725830
	Iteration 26Q: 3 clusters Score -1862993 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1863055.500000 Penalty: 3085.725830
	Iteration 27Q: 3 clusters Score -1863056 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1863102.000000 Penalty: 3085.725830
	Iteration 28Q: 3 clusters Score -1863102 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1863147.625000 Penalty: 3085.725830
	Iteration 29Q: 3 clusters Score -1863148 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1863191.500000 Penalty: 3085.725830
	Iteration 30Q: 3 clusters Score -1863192 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1863226.500000 Penalty: 3085.725830
	Iteration 31Q: 3 clusters Score -1863226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1863244.750000 Penalty: 3085.725830
	Iteration 32Q: 3 clusters Score -1863245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1863266.750000 Penalty: 3085.725830
	Iteration 33Q: 3 clusters Score -1863267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1863279.500000 Penalty: 3085.725830
	Iteration 34Q: 3 clusters Score -1863280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1863291.000000 Penalty: 3085.725830
	Iteration 35Q: 3 clusters Score -1863291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1863311.375000 Penalty: 3085.725830
	Iteration 36Q: 3 clusters Score -1863311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1863319.625000 Penalty: 3085.725830
	Iteration 37Q: 3 clusters Score -1863320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1863331.625000 Penalty: 3085.725830
	Iteration 38Q: 3 clusters Score -1863332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1863332.750000 Penalty: 3085.725830
	Iteration 39Q: 3 clusters Score -1863333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1863341.375000 Penalty: 3085.725830
	Iteration 40F: 3 clusters Score -1863341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1863342.875000 Penalty: 3085.725830
	Iteration 41Q: 3 clusters Score -1863343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1863350.625000 Penalty: 3085.725830
	Iteration 42Q: 3 clusters Score -1863351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1863351.875000 Penalty: 3085.725830
	Iteration 43Q: 3 clusters Score -1863352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1863350.625000 Penalty: 3085.725830
	Iteration 44Q: 3 clusters Score -1863351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1863352.500000 Penalty: 3085.725830
	Iteration 45Q: 3 clusters Score -1863352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1863352.750000 Penalty: 3085.725830
	Iteration 46Q: 3 clusters Score -1863353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1863352.625000 Penalty: 3085.725830
	Iteration 47Q: 3 clusters Score -1863353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1863352.250000 Penalty: 3085.725830
	Iteration 48Q: 3 clusters Score -1863352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1863357.375000 Penalty: 3085.725830
	Iteration 49Q: 3 clusters Score -1863357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1863357.625000 Penalty: 3085.725830
	Iteration 50Q: 3 clusters Score -1863358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1863357.625000 Penalty: 3085.725830
	Iteration 51F: 3 clusters Score -1863358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Entering Unmasked Estep 
Score: -1168830.875000 Penalty: 1462.116943
	Iteration 0F: 2 clusters Score -1168831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1162812.750000 Penalty: 2924.233887
	Iteration 0F: 3 clusters Score -1162813 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1164646.500000 Penalty: 2924.233887
	Iteration 1F: 3 clusters Score -1164646 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1164866.375000 Penalty: 2924.233887
	Iteration 2F: 3 clusters Score -1164866 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1165019.000000 Penalty: 2924.233887
	Iteration 3Q: 3 clusters Score -1165019 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1165149.500000 Penalty: 2924.233887
	Iteration 4Q: 3 clusters Score -1165150 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1165258.875000 Penalty: 2924.233887
	Iteration 5Q: 3 clusters Score -1165259 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1165353.500000 Penalty: 2924.233887
	Iteration 6Q: 3 clusters Score -1165354 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1165446.500000 Penalty: 2924.233887
	Iteration 7Q: 3 clusters Score -1165446 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1165574.125000 Penalty: 2924.233887
	Iteration 8Q: 3 clusters Score -1165574 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1165721.000000 Penalty: 2924.233887
	Iteration 9Q: 3 clusters Score -1165721 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1165901.125000 Penalty: 2924.233887
	Iteration 10Q: 3 clusters Score -1165901 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1166097.250000 Penalty: 2924.233887
	Iteration 11Q: 3 clusters Score -1166097 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1166310.000000 Penalty: 2924.233887
	Iteration 12Q: 3 clusters Score -1166310 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1166561.000000 Penalty: 2924.233887
	Iteration 13Q: 3 clusters Score -1166561 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1166825.750000 Penalty: 2924.233887
	Iteration 14Q: 3 clusters Score -1166826 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1167040.250000 Penalty: 2924.233887
	Iteration 15Q: 3 clusters Score -1167040 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1167199.125000 Penalty: 2924.233887
	Iteration 16Q: 3 clusters Score -1167199 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1167302.500000 Penalty: 2924.233887
	Iteration 17Q: 3 clusters Score -1167302 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1167388.375000 Penalty: 2924.233887
	Iteration 18Q: 3 clusters Score -1167388 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1167464.000000 Penalty: 2924.233887
	Iteration 19Q: 3 clusters Score -1167464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1167505.375000 Penalty: 2924.233887
	Iteration 20F: 3 clusters Score -1167505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1167524.750000 Penalty: 2924.233887
	Iteration 21Q: 3 clusters Score -1167525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1167535.375000 Penalty: 2924.233887
	Iteration 22Q: 3 clusters Score -1167535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1167549.750000 Penalty: 2924.233887
	Iteration 23Q: 3 clusters Score -1167550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1167562.500000 Penalty: 2924.233887
	Iteration 24Q: 3 clusters Score -1167562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1167564.750000 Penalty: 2924.233887
	Iteration 25Q: 3 clusters Score -1167565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1167565.875000 Penalty: 2924.233887
	Iteration 26Q: 3 clusters Score -1167566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1167566.250000 Penalty: 2924.233887
	Iteration 27Q: 3 clusters Score -1167566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1167571.875000 Penalty: 2924.233887
	Iteration 28Q: 3 clusters Score -1167572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1167571.750000 Penalty: 2924.233887
	Iteration 29Q: 3 clusters Score -1167572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1167572.375000 Penalty: 2924.233887
	Iteration 30Q: 3 clusters Score -1167572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1167572.375000 Penalty: 2924.233887
	Iteration 31F: 3 clusters Score -1167572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Entering Unmasked Estep 
Score: -1835689.500000 Penalty: 1532.080933
	Iteration 0F: 2 clusters Score -1835690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1827039.750000 Penalty: 3064.161865
	Iteration 0F: 3 clusters Score -1827040 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1830247.750000 Penalty: 3064.161865
	Iteration 1F: 3 clusters Score -1830248 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1830783.875000 Penalty: 3064.161865
	Iteration 2F: 3 clusters Score -1830784 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1831287.250000 Penalty: 3064.161865
	Iteration 3F: 3 clusters Score -1831287 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1831751.750000 Penalty: 3064.161865
	Iteration 4F: 3 clusters Score -1831752 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1832127.500000 Penalty: 3064.161865
	Iteration 5F: 3 clusters Score -1832128 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1832407.750000 Penalty: 3064.161865
	Iteration 6Q: 3 clusters Score -1832408 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1832608.625000 Penalty: 3064.161865
	Iteration 7Q: 3 clusters Score -1832609 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1832754.125000 Penalty: 3064.161865
	Iteration 8Q: 3 clusters Score -1832754 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1832875.250000 Penalty: 3064.161865
	Iteration 9Q: 3 clusters Score -1832875 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1832947.375000 Penalty: 3064.161865
	Iteration 10Q: 3 clusters Score -1832947 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1833014.375000 Penalty: 3064.161865
	Iteration 11Q: 3 clusters Score -1833014 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1833082.000000 Penalty: 3064.161865
	Iteration 12Q: 3 clusters Score -1833082 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1833134.125000 Penalty: 3064.161865
	Iteration 13Q: 3 clusters Score -1833134 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1833180.375000 Penalty: 3064.161865
	Iteration 14Q: 3 clusters Score -1833180 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1833223.625000 Penalty: 3064.161865
	Iteration 15Q: 3 clusters Score -1833224 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1833254.250000 Penalty: 3064.161865
	Iteration 16Q: 3 clusters Score -1833254 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1833276.375000 Penalty: 3064.161865
	Iteration 17Q: 3 clusters Score -1833276 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1833300.250000 Penalty: 3064.161865
	Iteration 18Q: 3 clusters Score -1833300 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1833325.125000 Penalty: 3064.161865
	Iteration 19Q: 3 clusters Score -1833325 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1833355.500000 Penalty: 3064.161865
	Iteration 20F: 3 clusters Score -1833356 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1833391.875000 Penalty: 3064.161865
	Iteration 21Q: 3 clusters Score -1833392 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1833441.250000 Penalty: 3064.161865
	Iteration 22Q: 3 clusters Score -1833441 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1833507.375000 Penalty: 3064.161865
	Iteration 23Q: 3 clusters Score -1833507 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1833559.250000 Penalty: 3064.161865
	Iteration 24Q: 3 clusters Score -1833559 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1833621.500000 Penalty: 3064.161865
	Iteration 25Q: 3 clusters Score -1833622 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1833682.500000 Penalty: 3064.161865
	Iteration 26Q: 3 clusters Score -1833682 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1833764.000000 Penalty: 3064.161865
	Iteration 27Q: 3 clusters Score -1833764 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1833833.125000 Penalty: 3064.161865
	Iteration 28Q: 3 clusters Score -1833833 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1833884.750000 Penalty: 3064.161865
	Iteration 29Q: 3 clusters Score -1833885 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1833939.125000 Penalty: 3064.161865
	Iteration 30Q: 3 clusters Score -1833939 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1833983.000000 Penalty: 3064.161865
	Iteration 31Q: 3 clusters Score -1833983 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1834019.125000 Penalty: 3064.161865
	Iteration 32Q: 3 clusters Score -1834019 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1834049.625000 Penalty: 3064.161865
	Iteration 33Q: 3 clusters Score -1834050 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1834072.000000 Penalty: 3064.161865
	Iteration 34Q: 3 clusters Score -1834072 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1834114.250000 Penalty: 3064.161865
	Iteration 35Q: 3 clusters Score -1834114 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1834147.125000 Penalty: 3064.161865
	Iteration 36Q: 3 clusters Score -1834147 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1834170.750000 Penalty: 3064.161865
	Iteration 37Q: 3 clusters Score -1834171 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1834188.000000 Penalty: 3064.161865
	Iteration 38Q: 3 clusters Score -1834188 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1834216.375000 Penalty: 3064.161865
	Iteration 39Q: 3 clusters Score -1834216 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1834223.625000 Penalty: 3064.161865
	Iteration 40F: 3 clusters Score -1834224 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1834238.750000 Penalty: 3064.161865
	Iteration 41Q: 3 clusters Score -1834239 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1834246.125000 Penalty: 3064.161865
	Iteration 42Q: 3 clusters Score -1834246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1834255.125000 Penalty: 3064.161865
	Iteration 43Q: 3 clusters Score -1834255 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1834268.125000 Penalty: 3064.161865
	Iteration 44Q: 3 clusters Score -1834268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1834276.625000 Penalty: 3064.161865
	Iteration 45Q: 3 clusters Score -1834277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1834278.750000 Penalty: 3064.161865
	Iteration 46Q: 3 clusters Score -1834279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1834290.000000 Penalty: 3064.161865
	Iteration 47Q: 3 clusters Score -1834290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1834298.750000 Penalty: 3064.161865
	Iteration 48Q: 3 clusters Score -1834299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1834315.375000 Penalty: 3064.161865
	Iteration 49Q: 3 clusters Score -1834315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1834320.625000 Penalty: 3064.161865
	Iteration 50Q: 3 clusters Score -1834321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1834323.750000 Penalty: 3064.161865
	Iteration 51Q: 3 clusters Score -1834324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1834334.375000 Penalty: 3064.161865
	Iteration 52Q: 3 clusters Score -1834334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1834343.125000 Penalty: 3064.161865
	Iteration 53Q: 3 clusters Score -1834343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1834347.500000 Penalty: 3064.161865
	Iteration 54Q: 3 clusters Score -1834348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1834353.000000 Penalty: 3064.161865
	Iteration 55Q: 3 clusters Score -1834353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1834359.125000 Penalty: 3064.161865
	Iteration 56Q: 3 clusters Score -1834359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1834368.000000 Penalty: 3064.161865
	Iteration 57Q: 3 clusters Score -1834368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1834367.875000 Penalty: 3064.161865
	Iteration 58Q: 3 clusters Score -1834368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1834368.750000 Penalty: 3064.161865
	Iteration 59Q: 3 clusters Score -1834369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1834370.375000 Penalty: 3064.161865
	Iteration 60F: 3 clusters Score -1834370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1834380.500000 Penalty: 3064.161865
	Iteration 61Q: 3 clusters Score -1834380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1834382.125000 Penalty: 3064.161865
	Iteration 62Q: 3 clusters Score -1834382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1834386.875000 Penalty: 3064.161865
	Iteration 63Q: 3 clusters Score -1834387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1834390.500000 Penalty: 3064.161865
	Iteration 64Q: 3 clusters Score -1834390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1834394.125000 Penalty: 3064.161865
	Iteration 65Q: 3 clusters Score -1834394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1834399.000000 Penalty: 3064.161865
	Iteration 66Q: 3 clusters Score -1834399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1834397.750000 Penalty: 3064.161865
	Iteration 67Q: 3 clusters Score -1834398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1834404.625000 Penalty: 3064.161865
	Iteration 68Q: 3 clusters Score -1834405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1834406.000000 Penalty: 3064.161865
	Iteration 69Q: 3 clusters Score -1834406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1834409.250000 Penalty: 3064.161865
	Iteration 70Q: 3 clusters Score -1834409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1834408.750000 Penalty: 3064.161865
	Iteration 71Q: 3 clusters Score -1834409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1834409.000000 Penalty: 3064.161865
	Iteration 72Q: 3 clusters Score -1834409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1834409.125000 Penalty: 3064.161865
	Iteration 73Q: 3 clusters Score -1834409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1834413.750000 Penalty: 3064.161865
	Iteration 74Q: 3 clusters Score -1834414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1834414.000000 Penalty: 3064.161865
	Iteration 75Q: 3 clusters Score -1834414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1834414.250000 Penalty: 3064.161865
	Iteration 76Q: 3 clusters Score -1834414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1834416.500000 Penalty: 3064.161865
	Iteration 77Q: 3 clusters Score -1834416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1834416.375000 Penalty: 3064.161865
	Iteration 78Q: 3 clusters Score -1834416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1834416.375000 Penalty: 3064.161865
	Iteration 79F: 3 clusters Score -1834416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -226965.812500 Penalty: 1204.672241
	Iteration 0F: 2 clusters Score -226965.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -225100.375000 Penalty: 2409.344482
	Iteration 0F: 3 clusters Score -225100.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -225551.078125 Penalty: 2409.344482
	Iteration 1F: 3 clusters Score -225551.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -225735.656250 Penalty: 2409.344482
	Iteration 2F: 3 clusters Score -225735.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -225884.750000 Penalty: 2409.344482
	Iteration 3F: 3 clusters Score -225884.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -226033.843750 Penalty: 2409.344482
	Iteration 4F: 3 clusters Score -226033.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -226149.609375 Penalty: 2409.344482
	Iteration 5F: 3 clusters Score -226149.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -226231.953125 Penalty: 2409.344482
	Iteration 6Q: 3 clusters Score -226232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -226284.718750 Penalty: 2409.344482
	Iteration 7Q: 3 clusters Score -226284.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -226311.109375 Penalty: 2409.344482
	Iteration 8Q: 3 clusters Score -226311.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -226325.531250 Penalty: 2409.344482
	Iteration 9Q: 3 clusters Score -226325.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -226335.531250 Penalty: 2409.344482
	Iteration 10Q: 3 clusters Score -226335.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -226344.656250 Penalty: 2409.344482
	Iteration 11Q: 3 clusters Score -226344.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -226347.171875 Penalty: 2409.344482
	Iteration 12Q: 3 clusters Score -226347.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -226347.171875 Penalty: 2409.344482
	Iteration 13F: 3 clusters Score -226347.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Entering Unmasked Estep 
Score: -1065684.500000 Penalty: 1447.904419
	Iteration 0F: 2 clusters Score -1065684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1060139.875000 Penalty: 2895.808838
	Iteration 0F: 3 clusters Score -1060140 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1062026.750000 Penalty: 2895.808838
	Iteration 1F: 3 clusters Score -1062027 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1062424.125000 Penalty: 2895.808838
	Iteration 2F: 3 clusters Score -1062424 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1062817.875000 Penalty: 2895.808838
	Iteration 3F: 3 clusters Score -1062818 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1063225.250000 Penalty: 2895.808838
	Iteration 4F: 3 clusters Score -1063225 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1063646.750000 Penalty: 2895.808838
	Iteration 5F: 3 clusters Score -1063647 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1064048.625000 Penalty: 2895.808838
	Iteration 6F: 3 clusters Score -1064049 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1064392.250000 Penalty: 2895.808838
	Iteration 7F: 3 clusters Score -1064392 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1064632.000000 Penalty: 2895.808838
	Iteration 8Q: 3 clusters Score -1064632 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1064782.125000 Penalty: 2895.808838
	Iteration 9Q: 3 clusters Score -1064782 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1064876.875000 Penalty: 2895.808838
	Iteration 10Q: 3 clusters Score -1064877 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1064939.750000 Penalty: 2895.808838
	Iteration 11Q: 3 clusters Score -1064940 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1064982.000000 Penalty: 2895.808838
	Iteration 12Q: 3 clusters Score -1064982 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1065009.250000 Penalty: 2895.808838
	Iteration 13Q: 3 clusters Score -1065009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1065026.500000 Penalty: 2895.808838
	Iteration 14Q: 3 clusters Score -1065026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1065042.375000 Penalty: 2895.808838
	Iteration 15Q: 3 clusters Score -1065042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1065052.125000 Penalty: 2895.808838
	Iteration 16Q: 3 clusters Score -1065052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1065063.875000 Penalty: 2895.808838
	Iteration 17Q: 3 clusters Score -1065064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1065069.750000 Penalty: 2895.808838
	Iteration 18Q: 3 clusters Score -1065070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1065074.125000 Penalty: 2895.808838
	Iteration 19Q: 3 clusters Score -1065074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1065074.000000 Penalty: 2895.808838
	Iteration 20F: 3 clusters Score -1065074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1065080.125000 Penalty: 2895.808838
	Iteration 21Q: 3 clusters Score -1065080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1065081.875000 Penalty: 2895.808838
	Iteration 22Q: 3 clusters Score -1065082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1065085.000000 Penalty: 2895.808838
	Iteration 23Q: 3 clusters Score -1065085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1065090.000000 Penalty: 2895.808838
	Iteration 24Q: 3 clusters Score -1065090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1065094.500000 Penalty: 2895.808838
	Iteration 25Q: 3 clusters Score -1065094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1065095.625000 Penalty: 2895.808838
	Iteration 26Q: 3 clusters Score -1065096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1065094.750000 Penalty: 2895.808838
	Iteration 27Q: 3 clusters Score -1065095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1065097.875000 Penalty: 2895.808838
	Iteration 28Q: 3 clusters Score -1065098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1065097.750000 Penalty: 2895.808838
	Iteration 29Q: 3 clusters Score -1065098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1065096.875000 Penalty: 2895.808838
	Iteration 30Q: 3 clusters Score -1065097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1065098.250000 Penalty: 2895.808838
	Iteration 31Q: 3 clusters Score -1065098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1065099.125000 Penalty: 2895.808838
	Iteration 32Q: 3 clusters Score -1065099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1065099.125000 Penalty: 2895.808838
	Iteration 33F: 3 clusters Score -1065099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Entering Unmasked Estep 
Score: -1241511.500000 Penalty: 1464.332886
	Iteration 0F: 2 clusters Score -1241512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1235483.250000 Penalty: 2928.665771
	Iteration 0F: 3 clusters Score -1235483 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1237416.000000 Penalty: 2928.665771
	Iteration 1F: 3 clusters Score -1237416 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1237688.375000 Penalty: 2928.665771
	Iteration 2F: 3 clusters Score -1237688 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1237922.125000 Penalty: 2928.665771
	Iteration 3F: 3 clusters Score -1237922 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1238120.500000 Penalty: 2928.665771
	Iteration 4F: 3 clusters Score -1238120 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1238255.500000 Penalty: 2928.665771
	Iteration 5Q: 3 clusters Score -1238256 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1238377.875000 Penalty: 2928.665771
	Iteration 6Q: 3 clusters Score -1238378 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1238485.500000 Penalty: 2928.665771
	Iteration 7Q: 3 clusters Score -1238486 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1238581.625000 Penalty: 2928.665771
	Iteration 8Q: 3 clusters Score -1238582 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1238680.750000 Penalty: 2928.665771
	Iteration 9Q: 3 clusters Score -1238681 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1238777.875000 Penalty: 2928.665771
	Iteration 10Q: 3 clusters Score -1238778 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1238903.625000 Penalty: 2928.665771
	Iteration 11Q: 3 clusters Score -1238904 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1239050.875000 Penalty: 2928.665771
	Iteration 12Q: 3 clusters Score -1239051 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1239207.750000 Penalty: 2928.665771
	Iteration 13Q: 3 clusters Score -1239208 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1239372.375000 Penalty: 2928.665771
	Iteration 14Q: 3 clusters Score -1239372 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1239517.250000 Penalty: 2928.665771
	Iteration 15Q: 3 clusters Score -1239517 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1239668.125000 Penalty: 2928.665771
	Iteration 16Q: 3 clusters Score -1239668 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1239789.875000 Penalty: 2928.665771
	Iteration 17Q: 3 clusters Score -1239790 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1239882.000000 Penalty: 2928.665771
	Iteration 18Q: 3 clusters Score -1239882 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1239967.250000 Penalty: 2928.665771
	Iteration 19Q: 3 clusters Score -1239967 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1240034.875000 Penalty: 2928.665771
	Iteration 20F: 3 clusters Score -1240035 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1240092.125000 Penalty: 2928.665771
	Iteration 21Q: 3 clusters Score -1240092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1240127.750000 Penalty: 2928.665771
	Iteration 22Q: 3 clusters Score -1240128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1240155.000000 Penalty: 2928.665771
	Iteration 23Q: 3 clusters Score -1240155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1240169.250000 Penalty: 2928.665771
	Iteration 24Q: 3 clusters Score -1240169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1240185.500000 Penalty: 2928.665771
	Iteration 25Q: 3 clusters Score -1240186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1240202.875000 Penalty: 2928.665771
	Iteration 26Q: 3 clusters Score -1240203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1240217.500000 Penalty: 2928.665771
	Iteration 27Q: 3 clusters Score -1240218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1240227.125000 Penalty: 2928.665771
	Iteration 28Q: 3 clusters Score -1240227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1240233.625000 Penalty: 2928.665771
	Iteration 29Q: 3 clusters Score -1240234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1240240.250000 Penalty: 2928.665771
	Iteration 30Q: 3 clusters Score -1240240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1240242.000000 Penalty: 2928.665771
	Iteration 31Q: 3 clusters Score -1240242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1240242.000000 Penalty: 2928.665771
	Iteration 32F: 3 clusters Score -1240242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Entering Unmasked Estep 
Score: -474777.562500 Penalty: 1335.902954
	Iteration 0F: 2 clusters Score -474777.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -471673.312500 Penalty: 2671.805908
	Iteration 0F: 3 clusters Score -471673.3 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -472513.500000 Penalty: 2671.805908
	Iteration 1F: 3 clusters Score -472513.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -472669.718750 Penalty: 2671.805908
	Iteration 2F: 3 clusters Score -472669.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -472770.906250 Penalty: 2671.805908
	Iteration 3Q: 3 clusters Score -472770.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -472870.531250 Penalty: 2671.805908
	Iteration 4Q: 3 clusters Score -472870.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -472965.843750 Penalty: 2671.805908
	Iteration 5Q: 3 clusters Score -472965.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -473079.250000 Penalty: 2671.805908
	Iteration 6Q: 3 clusters Score -473079.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -473221.937500 Penalty: 2671.805908
	Iteration 7Q: 3 clusters Score -473221.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -473394.968750 Penalty: 2671.805908
	Iteration 8Q: 3 clusters Score -473395 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -473582.187500 Penalty: 2671.805908
	Iteration 9Q: 3 clusters Score -473582.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -473735.500000 Penalty: 2671.805908
	Iteration 10Q: 3 clusters Score -473735.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -473850.343750 Penalty: 2671.805908
	Iteration 11Q: 3 clusters Score -473850.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -473936.343750 Penalty: 2671.805908
	Iteration 12Q: 3 clusters Score -473936.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -474009.906250 Penalty: 2671.805908
	Iteration 13Q: 3 clusters Score -474009.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -474052.000000 Penalty: 2671.805908
	Iteration 14Q: 3 clusters Score -474052 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -474076.750000 Penalty: 2671.805908
	Iteration 15Q: 3 clusters Score -474076.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -474096.281250 Penalty: 2671.805908
	Iteration 16Q: 3 clusters Score -474096.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -474103.250000 Penalty: 2671.805908
	Iteration 17Q: 3 clusters Score -474103.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -474105.812500 Penalty: 2671.805908
	Iteration 18Q: 3 clusters Score -474105.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -474110.093750 Penalty: 2671.805908
	Iteration 19Q: 3 clusters Score -474110.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -474113.093750 Penalty: 2671.805908
	Iteration 20F: 3 clusters Score -474113.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -474116.656250 Penalty: 2671.805908
	Iteration 21Q: 3 clusters Score -474116.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -474119.468750 Penalty: 2671.805908
	Iteration 22Q: 3 clusters Score -474119.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -474123.218750 Penalty: 2671.805908
	Iteration 23Q: 3 clusters Score -474123.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -474124.406250 Penalty: 2671.805908
	Iteration 24Q: 3 clusters Score -474124.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -474125.656250 Penalty: 2671.805908
	Iteration 25Q: 3 clusters Score -474125.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -474126.781250 Penalty: 2671.805908
	Iteration 26Q: 3 clusters Score -474126.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -474128.218750 Penalty: 2671.805908
	Iteration 27Q: 3 clusters Score -474128.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -474129.218750 Penalty: 2671.805908
	Iteration 28Q: 3 clusters Score -474129.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -474129.906250 Penalty: 2671.805908
	Iteration 29Q: 3 clusters Score -474129.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -474130.312500 Penalty: 2671.805908
	Iteration 30Q: 3 clusters Score -474130.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -474130.625000 Penalty: 2671.805908
	Iteration 31Q: 3 clusters Score -474130.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -474132.250000 Penalty: 2671.805908
	Iteration 32Q: 3 clusters Score -474132.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -474132.343750 Penalty: 2671.805908
	Iteration 33Q: 3 clusters Score -474132.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -474132.656250 Penalty: 2671.805908
	Iteration 34Q: 3 clusters Score -474132.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -474132.812500 Penalty: 2671.805908
	Iteration 35Q: 3 clusters Score -474132.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -474133.687500 Penalty: 2671.805908
	Iteration 36Q: 3 clusters Score -474133.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -474134.656250 Penalty: 2671.805908
	Iteration 37Q: 3 clusters Score -474134.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -474134.218750 Penalty: 2671.805908
	Iteration 38Q: 3 clusters Score -474134.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -474135.343750 Penalty: 2671.805908
	Iteration 39Q: 3 clusters Score -474135.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -474134.656250 Penalty: 2671.805908
	Iteration 40F: 3 clusters Score -474134.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -474135.125000 Penalty: 2671.805908
	Iteration 41Q: 3 clusters Score -474135.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -474135.125000 Penalty: 2671.805908
	Iteration 42F: 3 clusters Score -474135.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Entering Unmasked Estep 
Score: -267906.781250 Penalty: 1233.677490
	Iteration 0F: 2 clusters Score -267906.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -265844.531250 Penalty: 2467.354980
	Iteration 0F: 3 clusters Score -265844.5 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -266402.500000 Penalty: 2467.354980
	Iteration 1F: 3 clusters Score -266402.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -266630.625000 Penalty: 2467.354980
	Iteration 2F: 3 clusters Score -266630.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -266753.000000 Penalty: 2467.354980
	Iteration 3F: 3 clusters Score -266753 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -266842.906250 Penalty: 2467.354980
	Iteration 4Q: 3 clusters Score -266842.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -266893.937500 Penalty: 2467.354980
	Iteration 5Q: 3 clusters Score -266893.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -266931.906250 Penalty: 2467.354980
	Iteration 6Q: 3 clusters Score -266931.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -266963.812500 Penalty: 2467.354980
	Iteration 7Q: 3 clusters Score -266963.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -266993.468750 Penalty: 2467.354980
	Iteration 8Q: 3 clusters Score -266993.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -267024.687500 Penalty: 2467.354980
	Iteration 9Q: 3 clusters Score -267024.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -267060.500000 Penalty: 2467.354980
	Iteration 10Q: 3 clusters Score -267060.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -267082.968750 Penalty: 2467.354980
	Iteration 11Q: 3 clusters Score -267083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -267102.406250 Penalty: 2467.354980
	Iteration 12Q: 3 clusters Score -267102.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -267119.000000 Penalty: 2467.354980
	Iteration 13Q: 3 clusters Score -267119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -267132.687500 Penalty: 2467.354980
	Iteration 14Q: 3 clusters Score -267132.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -267146.531250 Penalty: 2467.354980
	Iteration 15Q: 3 clusters Score -267146.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -267166.531250 Penalty: 2467.354980
	Iteration 16Q: 3 clusters Score -267166.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -267185.031250 Penalty: 2467.354980
	Iteration 17Q: 3 clusters Score -267185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -267199.968750 Penalty: 2467.354980
	Iteration 18Q: 3 clusters Score -267200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -267212.906250 Penalty: 2467.354980
	Iteration 19Q: 3 clusters Score -267212.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -267224.812500 Penalty: 2467.354980
	Iteration 20F: 3 clusters Score -267224.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -267243.312500 Penalty: 2467.354980
	Iteration 21Q: 3 clusters Score -267243.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -267255.593750 Penalty: 2467.354980
	Iteration 22Q: 3 clusters Score -267255.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -267261.718750 Penalty: 2467.354980
	Iteration 23Q: 3 clusters Score -267261.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -267272.312500 Penalty: 2467.354980
	Iteration 24Q: 3 clusters Score -267272.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -267292.687500 Penalty: 2467.354980
	Iteration 25Q: 3 clusters Score -267292.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -267313.718750 Penalty: 2467.354980
	Iteration 26Q: 3 clusters Score -267313.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -267351.312500 Penalty: 2467.354980
	Iteration 27Q: 3 clusters Score -267351.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -267379.718750 Penalty: 2467.354980
	Iteration 28Q: 3 clusters Score -267379.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -267398.375000 Penalty: 2467.354980
	Iteration 29Q: 3 clusters Score -267398.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -267411.656250 Penalty: 2467.354980
	Iteration 30Q: 3 clusters Score -267411.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -267427.406250 Penalty: 2467.354980
	Iteration 31Q: 3 clusters Score -267427.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -267441.625000 Penalty: 2467.354980
	Iteration 32Q: 3 clusters Score -267441.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -267465.843750 Penalty: 2467.354980
	Iteration 33Q: 3 clusters Score -267465.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -267502.875000 Penalty: 2467.354980
	Iteration 34Q: 3 clusters Score -267502.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -267517.968750 Penalty: 2467.354980
	Iteration 35Q: 3 clusters Score -267518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -267536.968750 Penalty: 2467.354980
	Iteration 36Q: 3 clusters Score -267537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -267552.625000 Penalty: 2467.354980
	Iteration 37Q: 3 clusters Score -267552.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -267562.875000 Penalty: 2467.354980
	Iteration 38Q: 3 clusters Score -267562.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -267568.656250 Penalty: 2467.354980
	Iteration 39Q: 3 clusters Score -267568.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -267576.000000 Penalty: 2467.354980
	Iteration 40F: 3 clusters Score -267576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -267587.031250 Penalty: 2467.354980
	Iteration 41Q: 3 clusters Score -267587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -267596.062500 Penalty: 2467.354980
	Iteration 42Q: 3 clusters Score -267596.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -267598.937500 Penalty: 2467.354980
	Iteration 43Q: 3 clusters Score -267598.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -267600.968750 Penalty: 2467.354980
	Iteration 44Q: 3 clusters Score -267601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -267603.156250 Penalty: 2467.354980
	Iteration 45Q: 3 clusters Score -267603.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -267605.531250 Penalty: 2467.354980
	Iteration 46Q: 3 clusters Score -267605.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -267605.531250 Penalty: 2467.354980
	Iteration 47F: 3 clusters Score -267605.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Entering Unmasked Estep 
Score: -413842.250000 Penalty: 1302.544312
	Iteration 0F: 2 clusters Score -413842.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -411145.718750 Penalty: 2605.088623
	Iteration 0F: 3 clusters Score -411145.7 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -411859.593750 Penalty: 2605.088623
	Iteration 1F: 3 clusters Score -411859.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -412108.437500 Penalty: 2605.088623
	Iteration 2F: 3 clusters Score -412108.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -412306.531250 Penalty: 2605.088623
	Iteration 3F: 3 clusters Score -412306.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -412518.843750 Penalty: 2605.088623
	Iteration 4F: 3 clusters Score -412518.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -412739.625000 Penalty: 2605.088623
	Iteration 5F: 3 clusters Score -412739.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -412970.687500 Penalty: 2605.088623
	Iteration 6F: 3 clusters Score -412970.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -413108.125000 Penalty: 2605.088623
	Iteration 7F: 3 clusters Score -413108.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -413192.781250 Penalty: 2605.088623
	Iteration 8Q: 3 clusters Score -413192.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -413261.156250 Penalty: 2605.088623
	Iteration 9Q: 3 clusters Score -413261.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -413322.406250 Penalty: 2605.088623
	Iteration 10Q: 3 clusters Score -413322.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -413366.812500 Penalty: 2605.088623
	Iteration 11Q: 3 clusters Score -413366.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -413388.812500 Penalty: 2605.088623
	Iteration 12Q: 3 clusters Score -413388.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -413399.125000 Penalty: 2605.088623
	Iteration 13Q: 3 clusters Score -413399.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -413405.375000 Penalty: 2605.088623
	Iteration 14Q: 3 clusters Score -413405.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -413410.375000 Penalty: 2605.088623
	Iteration 15Q: 3 clusters Score -413410.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -413414.187500 Penalty: 2605.088623
	Iteration 16Q: 3 clusters Score -413414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -413416.625000 Penalty: 2605.088623
	Iteration 17Q: 3 clusters Score -413416.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -413418.531250 Penalty: 2605.088623
	Iteration 18Q: 3 clusters Score -413418.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -413421.375000 Penalty: 2605.088623
	Iteration 19Q: 3 clusters Score -413421.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -413423.875000 Penalty: 2605.088623
	Iteration 20F: 3 clusters Score -413423.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -413425.875000 Penalty: 2605.088623
	Iteration 21Q: 3 clusters Score -413425.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -413429.281250 Penalty: 2605.088623
	Iteration 22Q: 3 clusters Score -413429.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -413430.875000 Penalty: 2605.088623
	Iteration 23Q: 3 clusters Score -413430.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -413432.812500 Penalty: 2605.088623
	Iteration 24Q: 3 clusters Score -413432.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -413433.968750 Penalty: 2605.088623
	Iteration 25Q: 3 clusters Score -413434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -413434.656250 Penalty: 2605.088623
	Iteration 26Q: 3 clusters Score -413434.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -413434.656250 Penalty: 2605.088623
	Iteration 27F: 3 clusters Score -413434.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -221217.640625 Penalty: 1202.700073
	Iteration 0F: 2 clusters Score -221217.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -219373.968750 Penalty: 2405.400146
	Iteration 0F: 3 clusters Score -219374 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -219840.578125 Penalty: 2405.400146
	Iteration 1F: 3 clusters Score -219840.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -220032.203125 Penalty: 2405.400146
	Iteration 2F: 3 clusters Score -220032.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -220136.890625 Penalty: 2405.400146
	Iteration 3F: 3 clusters Score -220136.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -220210.546875 Penalty: 2405.400146
	Iteration 4Q: 3 clusters Score -220210.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -220267.781250 Penalty: 2405.400146
	Iteration 5Q: 3 clusters Score -220267.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -220326.046875 Penalty: 2405.400146
	Iteration 6Q: 3 clusters Score -220326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -220375.109375 Penalty: 2405.400146
	Iteration 7Q: 3 clusters Score -220375.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -220399.078125 Penalty: 2405.400146
	Iteration 8Q: 3 clusters Score -220399.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -220415.453125 Penalty: 2405.400146
	Iteration 9Q: 3 clusters Score -220415.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -220427.265625 Penalty: 2405.400146
	Iteration 10Q: 3 clusters Score -220427.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -220436.250000 Penalty: 2405.400146
	Iteration 11Q: 3 clusters Score -220436.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -220448.718750 Penalty: 2405.400146
	Iteration 12Q: 3 clusters Score -220448.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -220464.718750 Penalty: 2405.400146
	Iteration 13Q: 3 clusters Score -220464.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -220475.406250 Penalty: 2405.400146
	Iteration 14Q: 3 clusters Score -220475.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -220479.281250 Penalty: 2405.400146
	Iteration 15Q: 3 clusters Score -220479.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -220482.015625 Penalty: 2405.400146
	Iteration 16Q: 3 clusters Score -220482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -220484.703125 Penalty: 2405.400146
	Iteration 17Q: 3 clusters Score -220484.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -220485.203125 Penalty: 2405.400146
	Iteration 18Q: 3 clusters Score -220485.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -220485.796875 Penalty: 2405.400146
	Iteration 19Q: 3 clusters Score -220485.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -220487.984375 Penalty: 2405.400146
	Iteration 20F: 3 clusters Score -220488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -220490.953125 Penalty: 2405.400146
	Iteration 21Q: 3 clusters Score -220491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -220492.406250 Penalty: 2405.400146
	Iteration 22Q: 3 clusters Score -220492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -220492.484375 Penalty: 2405.400146
	Iteration 23Q: 3 clusters Score -220492.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -220493.453125 Penalty: 2405.400146
	Iteration 24Q: 3 clusters Score -220493.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -220495.484375 Penalty: 2405.400146
	Iteration 25Q: 3 clusters Score -220495.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -220497.500000 Penalty: 2405.400146
	Iteration 26Q: 3 clusters Score -220497.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -220499.421875 Penalty: 2405.400146
	Iteration 27Q: 3 clusters Score -220499.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -220499.828125 Penalty: 2405.400146
	Iteration 28Q: 3 clusters Score -220499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -220500.125000 Penalty: 2405.400146
	Iteration 29Q: 3 clusters Score -220500.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -220500.375000 Penalty: 2405.400146
	Iteration 30Q: 3 clusters Score -220500.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -220500.703125 Penalty: 2405.400146
	Iteration 31Q: 3 clusters Score -220500.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -220501.484375 Penalty: 2405.400146
	Iteration 32Q: 3 clusters Score -220501.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -220501.921875 Penalty: 2405.400146
	Iteration 33Q: 3 clusters Score -220501.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -220502.437500 Penalty: 2405.400146
	Iteration 34Q: 3 clusters Score -220502.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -220502.437500 Penalty: 2405.400146
	Iteration 35F: 3 clusters Score -220502.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -72961.406250 Penalty: 1015.620972
	Iteration 0F: 2 clusters Score -72961.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -71927.906250 Penalty: 2031.241943
	Iteration 0F: 3 clusters Score -71927.91 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -72110.039062 Penalty: 2031.241943
	Iteration 1F: 3 clusters Score -72110.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72186.835938 Penalty: 2031.241943
	Iteration 2F: 3 clusters Score -72186.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -72245.359375 Penalty: 2031.241943
	Iteration 3F: 3 clusters Score -72245.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72275.500000 Penalty: 2031.241943
	Iteration 4Q: 3 clusters Score -72275.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -72326.117188 Penalty: 2031.241943
	Iteration 5Q: 3 clusters Score -72326.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -72363.578125 Penalty: 2031.241943
	Iteration 6Q: 3 clusters Score -72363.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -72385.882812 Penalty: 2031.241943
	Iteration 7Q: 3 clusters Score -72385.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -72411.289062 Penalty: 2031.241943
	Iteration 8Q: 3 clusters Score -72411.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -72426.429688 Penalty: 2031.241943
	Iteration 9Q: 3 clusters Score -72426.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -72426.429688 Penalty: 2031.241943
	Iteration 10F: 3 clusters Score -72426.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Entering Unmasked Estep 
Score: -1786687.125000 Penalty: 1524.181152
	Iteration 0F: 2 clusters Score -1786687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1778392.875000 Penalty: 3048.362305
	Iteration 0F: 3 clusters Score -1778393 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1781183.250000 Penalty: 3048.362305
	Iteration 1F: 3 clusters Score -1781183 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1781471.250000 Penalty: 3048.362305
	Iteration 2F: 3 clusters Score -1781471 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1781702.750000 Penalty: 3048.362305
	Iteration 3Q: 3 clusters Score -1781703 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1781939.500000 Penalty: 3048.362305
	Iteration 4Q: 3 clusters Score -1781940 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1782214.375000 Penalty: 3048.362305
	Iteration 5Q: 3 clusters Score -1782214 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1782525.250000 Penalty: 3048.362305
	Iteration 6Q: 3 clusters Score -1782525 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1782939.625000 Penalty: 3048.362305
	Iteration 7F: 3 clusters Score -1782940 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1783397.250000 Penalty: 3048.362305
	Iteration 8F: 3 clusters Score -1783397 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1783893.250000 Penalty: 3048.362305
	Iteration 9F: 3 clusters Score -1783893 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1784363.250000 Penalty: 3048.362305
	Iteration 10Q: 3 clusters Score -1784363 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1784703.125000 Penalty: 3048.362305
	Iteration 11Q: 3 clusters Score -1784703 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1784982.000000 Penalty: 3048.362305
	Iteration 12Q: 3 clusters Score -1784982 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1785141.875000 Penalty: 3048.362305
	Iteration 13Q: 3 clusters Score -1785142 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1785225.375000 Penalty: 3048.362305
	Iteration 14Q: 3 clusters Score -1785225 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1785273.000000 Penalty: 3048.362305
	Iteration 15Q: 3 clusters Score -1785273 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1785303.875000 Penalty: 3048.362305
	Iteration 16Q: 3 clusters Score -1785304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1785329.875000 Penalty: 3048.362305
	Iteration 17Q: 3 clusters Score -1785330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1785346.875000 Penalty: 3048.362305
	Iteration 18Q: 3 clusters Score -1785347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1785358.875000 Penalty: 3048.362305
	Iteration 19Q: 3 clusters Score -1785359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1785374.750000 Penalty: 3048.362305
	Iteration 20F: 3 clusters Score -1785375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1785382.875000 Penalty: 3048.362305
	Iteration 21Q: 3 clusters Score -1785383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1785402.625000 Penalty: 3048.362305
	Iteration 22Q: 3 clusters Score -1785403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1785414.125000 Penalty: 3048.362305
	Iteration 23Q: 3 clusters Score -1785414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1785420.875000 Penalty: 3048.362305
	Iteration 24Q: 3 clusters Score -1785421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1785430.625000 Penalty: 3048.362305
	Iteration 25Q: 3 clusters Score -1785431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1785430.125000 Penalty: 3048.362305
	Iteration 26Q: 3 clusters Score -1785430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1785435.125000 Penalty: 3048.362305
	Iteration 27Q: 3 clusters Score -1785435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1785437.625000 Penalty: 3048.362305
	Iteration 28Q: 3 clusters Score -1785438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1785437.000000 Penalty: 3048.362305
	Iteration 29Q: 3 clusters Score -1785437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1785437.000000 Penalty: 3048.362305
	Iteration 30F: 3 clusters Score -1785437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -79864.070312 Penalty: 1040.849609
	Iteration 0F: 2 clusters Score -79864.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -78726.234375 Penalty: 2081.699219
	Iteration 0F: 3 clusters Score -78726.23 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78899.812500 Penalty: 2081.699219
	Iteration 1F: 3 clusters Score -78899.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78974.234375 Penalty: 2081.699219
	Iteration 2F: 3 clusters Score -78974.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79006.328125 Penalty: 2081.699219
	Iteration 3Q: 3 clusters Score -79006.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79021.820312 Penalty: 2081.699219
	Iteration 4Q: 3 clusters Score -79021.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79024.867188 Penalty: 2081.699219
	Iteration 5Q: 3 clusters Score -79024.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79029.421875 Penalty: 2081.699219
	Iteration 6Q: 3 clusters Score -79029.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79032.851562 Penalty: 2081.699219
	Iteration 7Q: 3 clusters Score -79032.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79038.085938 Penalty: 2081.699219
	Iteration 8Q: 3 clusters Score -79038.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79042.382812 Penalty: 2081.699219
	Iteration 9Q: 3 clusters Score -79042.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79042.382812 Penalty: 2081.699219
	Iteration 10F: 3 clusters Score -79042.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (31404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Entering Unmasked Estep 
Score: -4772415.500000 Penalty: 1682.637207
	Iteration 0F: 2 clusters Score -4772416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -4753803.500000 Penalty: 3365.274414
	Iteration 0F: 3 clusters Score -4753804 nChanged 14425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -4762204.000000 Penalty: 3365.274414
	Iteration 1F: 3 clusters Score -4762204 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -4762900.000000 Penalty: 3365.274414
	Iteration 2F: 3 clusters Score -4762900 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -4763667.000000 Penalty: 3365.274414
	Iteration 3F: 3 clusters Score -4763667 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -4764472.000000 Penalty: 3365.274414
	Iteration 4F: 3 clusters Score -4764472 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -4765391.500000 Penalty: 3365.274414
	Iteration 5F: 3 clusters Score -4765392 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -4766247.500000 Penalty: 3365.274414
	Iteration 6F: 3 clusters Score -4766248 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -4766959.500000 Penalty: 3365.274414
	Iteration 7F: 3 clusters Score -4766960 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -4767601.000000 Penalty: 3365.274414
	Iteration 8Q: 3 clusters Score -4767601 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -4768087.500000 Penalty: 3365.274414
	Iteration 9Q: 3 clusters Score -4768088 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -4768383.500000 Penalty: 3365.274414
	Iteration 10Q: 3 clusters Score -4768384 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -4768524.500000 Penalty: 3365.274414
	Iteration 11Q: 3 clusters Score -4768524 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -4768553.000000 Penalty: 3365.274414
	Iteration 12Q: 3 clusters Score -4768553 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -4768555.500000 Penalty: 3365.274414
	Iteration 13Q: 3 clusters Score -4768556 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -4768559.000000 Penalty: 3365.274414
	Iteration 14Q: 3 clusters Score -4768559 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -4768534.500000 Penalty: 3365.274414
	Iteration 15Q: 3 clusters Score -4768534 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -4768516.500000 Penalty: 3365.274414
	Iteration 16Q: 3 clusters Score -4768516 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -4768498.000000 Penalty: 3365.274414
	Iteration 17Q: 3 clusters Score -4768498 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -4768527.000000 Penalty: 3365.274414
	Iteration 18Q: 3 clusters Score -4768527 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -4768573.500000 Penalty: 3365.274414
	Iteration 19Q: 3 clusters Score -4768574 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -4768584.000000 Penalty: 3365.274414
	Iteration 20F: 3 clusters Score -4768584 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -4768599.000000 Penalty: 3365.274414
	Iteration 21Q: 3 clusters Score -4768599 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -4768580.000000 Penalty: 3365.274414
	Iteration 22Q: 3 clusters Score -4768580 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -4768555.000000 Penalty: 3365.274414
	Iteration 23Q: 3 clusters Score -4768555 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -4768584.500000 Penalty: 3365.274414
	Iteration 24Q: 3 clusters Score -4768584 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -4768609.000000 Penalty: 3365.274414
	Iteration 25Q: 3 clusters Score -4768609 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -4768668.000000 Penalty: 3365.274414
	Iteration 26Q: 3 clusters Score -4768668 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -4768728.000000 Penalty: 3365.274414
	Iteration 27Q: 3 clusters Score -4768728 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -4768809.000000 Penalty: 3365.274414
	Iteration 28Q: 3 clusters Score -4768809 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -4768922.000000 Penalty: 3365.274414
	Iteration 29Q: 3 clusters Score -4768922 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -4769046.500000 Penalty: 3365.274414
	Iteration 30Q: 3 clusters Score -4769046 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -4769169.500000 Penalty: 3365.274414
	Iteration 31Q: 3 clusters Score -4769170 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -4769293.000000 Penalty: 3365.274414
	Iteration 32Q: 3 clusters Score -4769293 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -4769402.000000 Penalty: 3365.274414
	Iteration 33Q: 3 clusters Score -4769402 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -4769515.500000 Penalty: 3365.274414
	Iteration 34Q: 3 clusters Score -4769516 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -4769618.000000 Penalty: 3365.274414
	Iteration 35Q: 3 clusters Score -4769618 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -4769703.500000 Penalty: 3365.274414
	Iteration 36Q: 3 clusters Score -4769704 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -4769797.500000 Penalty: 3365.274414
	Iteration 37Q: 3 clusters Score -4769798 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -4769890.500000 Penalty: 3365.274414
	Iteration 38Q: 3 clusters Score -4769890 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -4769933.500000 Penalty: 3365.274414
	Iteration 39Q: 3 clusters Score -4769934 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -4770047.500000 Penalty: 3365.274414
	Iteration 40F: 3 clusters Score -4770048 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -4770119.000000 Penalty: 3365.274414
	Iteration 41Q: 3 clusters Score -4770119 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -4770166.000000 Penalty: 3365.274414
	Iteration 42Q: 3 clusters Score -4770166 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -4770203.000000 Penalty: 3365.274414
	Iteration 43Q: 3 clusters Score -4770203 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -4770255.000000 Penalty: 3365.274414
	Iteration 44Q: 3 clusters Score -4770255 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -4770269.000000 Penalty: 3365.274414
	Iteration 45Q: 3 clusters Score -4770269 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -4770262.500000 Penalty: 3365.274414
	Iteration 46Q: 3 clusters Score -4770262 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -4770268.000000 Penalty: 3365.274414
	Iteration 47Q: 3 clusters Score -4770268 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -4770286.000000 Penalty: 3365.274414
	Iteration 48Q: 3 clusters Score -4770286 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -4770326.000000 Penalty: 3365.274414
	Iteration 49Q: 3 clusters Score -4770326 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -4770352.500000 Penalty: 3365.274414
	Iteration 50Q: 3 clusters Score -4770352 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -4770400.000000 Penalty: 3365.274414
	Iteration 51Q: 3 clusters Score -4770400 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -4770455.500000 Penalty: 3365.274414
	Iteration 52Q: 3 clusters Score -4770456 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -4770483.500000 Penalty: 3365.274414
	Iteration 53Q: 3 clusters Score -4770484 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -4770515.500000 Penalty: 3365.274414
	Iteration 54Q: 3 clusters Score -4770516 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -4770563.000000 Penalty: 3365.274414
	Iteration 55Q: 3 clusters Score -4770563 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -4770600.500000 Penalty: 3365.274414
	Iteration 56Q: 3 clusters Score -4770600 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -4770653.000000 Penalty: 3365.274414
	Iteration 57Q: 3 clusters Score -4770653 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -4770692.000000 Penalty: 3365.274414
	Iteration 58Q: 3 clusters Score -4770692 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -4770731.000000 Penalty: 3365.274414
	Iteration 59Q: 3 clusters Score -4770731 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -4770782.500000 Penalty: 3365.274414
	Iteration 60F: 3 clusters Score -4770782 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -4770824.000000 Penalty: 3365.274414
	Iteration 61Q: 3 clusters Score -4770824 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -4770869.000000 Penalty: 3365.274414
	Iteration 62Q: 3 clusters Score -4770869 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -4770921.500000 Penalty: 3365.274414
	Iteration 63Q: 3 clusters Score -4770922 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -4770944.000000 Penalty: 3365.274414
	Iteration 64Q: 3 clusters Score -4770944 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -4770982.500000 Penalty: 3365.274414
	Iteration 65Q: 3 clusters Score -4770982 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -4771021.000000 Penalty: 3365.274414
	Iteration 66Q: 3 clusters Score -4771021 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -4771062.500000 Penalty: 3365.274414
	Iteration 67Q: 3 clusters Score -4771062 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -4771096.000000 Penalty: 3365.274414
	Iteration 68Q: 3 clusters Score -4771096 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -4771122.000000 Penalty: 3365.274414
	Iteration 69Q: 3 clusters Score -4771122 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -4771152.500000 Penalty: 3365.274414
	Iteration 70Q: 3 clusters Score -4771152 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -4771166.500000 Penalty: 3365.274414
	Iteration 71Q: 3 clusters Score -4771166 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -4771185.500000 Penalty: 3365.274414
	Iteration 72Q: 3 clusters Score -4771186 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -4771194.500000 Penalty: 3365.274414
	Iteration 73Q: 3 clusters Score -4771194 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -4771211.000000 Penalty: 3365.274414
	Iteration 74Q: 3 clusters Score -4771211 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -4771227.000000 Penalty: 3365.274414
	Iteration 75Q: 3 clusters Score -4771227 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -4771242.000000 Penalty: 3365.274414
	Iteration 76Q: 3 clusters Score -4771242 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -4771251.500000 Penalty: 3365.274414
	Iteration 77Q: 3 clusters Score -4771252 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -4771253.500000 Penalty: 3365.274414
	Iteration 78Q: 3 clusters Score -4771254 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -4771269.000000 Penalty: 3365.274414
	Iteration 79Q: 3 clusters Score -4771269 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -4771310.000000 Penalty: 3365.274414
	Iteration 80F: 3 clusters Score -4771310 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -4771334.000000 Penalty: 3365.274414
	Iteration 81Q: 3 clusters Score -4771334 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -4771367.000000 Penalty: 3365.274414
	Iteration 82Q: 3 clusters Score -4771367 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -4771385.000000 Penalty: 3365.274414
	Iteration 83Q: 3 clusters Score -4771385 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -4771401.000000 Penalty: 3365.274414
	Iteration 84Q: 3 clusters Score -4771401 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -4771438.500000 Penalty: 3365.274414
	Iteration 85Q: 3 clusters Score -4771438 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -4771467.000000 Penalty: 3365.274414
	Iteration 86Q: 3 clusters Score -4771467 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -4771477.500000 Penalty: 3365.274414
	Iteration 87Q: 3 clusters Score -4771478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -4771503.000000 Penalty: 3365.274414
	Iteration 88Q: 3 clusters Score -4771503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -4771511.500000 Penalty: 3365.274414
	Iteration 89Q: 3 clusters Score -4771512 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -4771530.000000 Penalty: 3365.274414
	Iteration 90Q: 3 clusters Score -4771530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -4771529.000000 Penalty: 3365.274414
	Iteration 91Q: 3 clusters Score -4771529 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -4771540.000000 Penalty: 3365.274414
	Iteration 92Q: 3 clusters Score -4771540 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -4771547.500000 Penalty: 3365.274414
	Iteration 93Q: 3 clusters Score -4771548 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -4771573.500000 Penalty: 3365.274414
	Iteration 94Q: 3 clusters Score -4771574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -4771579.000000 Penalty: 3365.274414
	Iteration 95Q: 3 clusters Score -4771579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -4771594.000000 Penalty: 3365.274414
	Iteration 96Q: 3 clusters Score -4771594 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -4771615.500000 Penalty: 3365.274414
	Iteration 97Q: 3 clusters Score -4771616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -4771613.000000 Penalty: 3365.274414
	Iteration 98Q: 3 clusters Score -4771613 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4771601.500000 Penalty: 3365.274414
	Iteration 99Q: 3 clusters Score -4771602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -4771599.500000 Penalty: 3365.274414
	Iteration 100F: 3 clusters Score -4771600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -4771600.000000 Penalty: 3365.274414
	Iteration 101Q: 3 clusters Score -4771600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4771624.000000 Penalty: 3365.274414
	Iteration 102Q: 3 clusters Score -4771624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -4771631.000000 Penalty: 3365.274414
	Iteration 103Q: 3 clusters Score -4771631 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -4771622.500000 Penalty: 3365.274414
	Iteration 104Q: 3 clusters Score -4771622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4771625.500000 Penalty: 3365.274414
	Iteration 105Q: 3 clusters Score -4771626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4771626.500000 Penalty: 3365.274414
	Iteration 106Q: 3 clusters Score -4771626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -4771637.000000 Penalty: 3365.274414
	Iteration 107Q: 3 clusters Score -4771637 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -4771628.000000 Penalty: 3365.274414
	Iteration 108Q: 3 clusters Score -4771628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -4771627.500000 Penalty: 3365.274414
	Iteration 109Q: 3 clusters Score -4771628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -4771640.500000 Penalty: 3365.274414
	Iteration 110Q: 3 clusters Score -4771640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -4771650.500000 Penalty: 3365.274414
	Iteration 111Q: 3 clusters Score -4771650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4771652.500000 Penalty: 3365.274414
	Iteration 112Q: 3 clusters Score -4771652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4771650.000000 Penalty: 3365.274414
	Iteration 113Q: 3 clusters Score -4771650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4771643.500000 Penalty: 3365.274414
	Iteration 114Q: 3 clusters Score -4771644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -4771659.500000 Penalty: 3365.274414
	Iteration 115Q: 3 clusters Score -4771660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4771658.500000 Penalty: 3365.274414
	Iteration 116Q: 3 clusters Score -4771658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4771655.000000 Penalty: 3365.274414
	Iteration 117Q: 3 clusters Score -4771655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4771644.500000 Penalty: 3365.274414
	Iteration 118Q: 3 clusters Score -4771644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4771657.500000 Penalty: 3365.274414
	Iteration 119Q: 3 clusters Score -4771658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -4771667.500000 Penalty: 3365.274414
	Iteration 120F: 3 clusters Score -4771668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4771671.000000 Penalty: 3365.274414
	Iteration 121Q: 3 clusters Score -4771671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4771682.500000 Penalty: 3365.274414
	Iteration 122Q: 3 clusters Score -4771682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4771695.000000 Penalty: 3365.274414
	Iteration 123Q: 3 clusters Score -4771695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4771687.000000 Penalty: 3365.274414
	Iteration 124Q: 3 clusters Score -4771687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -4771682.000000 Penalty: 3365.274414
	Iteration 125Q: 3 clusters Score -4771682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -4771683.000000 Penalty: 3365.274414
	Iteration 126Q: 3 clusters Score -4771683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -4771687.000000 Penalty: 3365.274414
	Iteration 127Q: 3 clusters Score -4771687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4771683.500000 Penalty: 3365.274414
	Iteration 128Q: 3 clusters Score -4771684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4771687.000000 Penalty: 3365.274414
	Iteration 129Q: 3 clusters Score -4771687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4771694.500000 Penalty: 3365.274414
	Iteration 130Q: 3 clusters Score -4771694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4771692.500000 Penalty: 3365.274414
	Iteration 131Q: 3 clusters Score -4771692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -4771702.000000 Penalty: 3365.274414
	Iteration 132Q: 3 clusters Score -4771702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4771706.000000 Penalty: 3365.274414
	Iteration 133Q: 3 clusters Score -4771706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4771706.500000 Penalty: 3365.274414
	Iteration 134Q: 3 clusters Score -4771706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4771706.500000 Penalty: 3365.274414
	Iteration 135F: 3 clusters Score -4771706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -181512.406250 Penalty: 1185.777344
	Iteration 0F: 2 clusters Score -181512.4 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 759 members 
Entering Unmasked Estep 
Score: -179763.281250 Penalty: 2371.554688
	Iteration 0F: 3 clusters Score -179763.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -180136.968750 Penalty: 2371.554688
	Iteration 1F: 3 clusters Score -180137 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -180244.359375 Penalty: 2371.554688
	Iteration 2F: 3 clusters Score -180244.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -180292.562500 Penalty: 2371.554688
	Iteration 3Q: 3 clusters Score -180292.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -180337.546875 Penalty: 2371.554688
	Iteration 4Q: 3 clusters Score -180337.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -180376.828125 Penalty: 2371.554688
	Iteration 5Q: 3 clusters Score -180376.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -180405.078125 Penalty: 2371.554688
	Iteration 6Q: 3 clusters Score -180405.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -180437.265625 Penalty: 2371.554688
	Iteration 7Q: 3 clusters Score -180437.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -180462.859375 Penalty: 2371.554688
	Iteration 8Q: 3 clusters Score -180462.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -180483.750000 Penalty: 2371.554688
	Iteration 9Q: 3 clusters Score -180483.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -180497.531250 Penalty: 2371.554688
	Iteration 10Q: 3 clusters Score -180497.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -180506.406250 Penalty: 2371.554688
	Iteration 11Q: 3 clusters Score -180506.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -180514.015625 Penalty: 2371.554688
	Iteration 12Q: 3 clusters Score -180514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -180521.171875 Penalty: 2371.554688
	Iteration 13Q: 3 clusters Score -180521.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -180533.843750 Penalty: 2371.554688
	Iteration 14Q: 3 clusters Score -180533.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -180566.546875 Penalty: 2371.554688
	Iteration 15Q: 3 clusters Score -180566.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -180595.968750 Penalty: 2371.554688
	Iteration 16Q: 3 clusters Score -180596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -180612.546875 Penalty: 2371.554688
	Iteration 17Q: 3 clusters Score -180612.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -180630.906250 Penalty: 2371.554688
	Iteration 18Q: 3 clusters Score -180630.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -180652.843750 Penalty: 2371.554688
	Iteration 19Q: 3 clusters Score -180652.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -180680.906250 Penalty: 2371.554688
	Iteration 20F: 3 clusters Score -180680.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -180709.203125 Penalty: 2371.554688
	Iteration 21Q: 3 clusters Score -180709.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -180735.125000 Penalty: 2371.554688
	Iteration 22Q: 3 clusters Score -180735.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -180747.937500 Penalty: 2371.554688
	Iteration 23Q: 3 clusters Score -180747.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -180755.312500 Penalty: 2371.554688
	Iteration 24Q: 3 clusters Score -180755.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -180760.750000 Penalty: 2371.554688
	Iteration 25Q: 3 clusters Score -180760.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -180762.687500 Penalty: 2371.554688
	Iteration 26Q: 3 clusters Score -180762.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -180765.343750 Penalty: 2371.554688
	Iteration 27Q: 3 clusters Score -180765.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -180769.828125 Penalty: 2371.554688
	Iteration 28Q: 3 clusters Score -180769.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -180779.812500 Penalty: 2371.554688
	Iteration 29Q: 3 clusters Score -180779.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -180790.390625 Penalty: 2371.554688
	Iteration 30Q: 3 clusters Score -180790.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -180795.625000 Penalty: 2371.554688
	Iteration 31Q: 3 clusters Score -180795.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -180801.671875 Penalty: 2371.554688
	Iteration 32Q: 3 clusters Score -180801.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -180805.453125 Penalty: 2371.554688
	Iteration 33Q: 3 clusters Score -180805.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -180808.125000 Penalty: 2371.554688
	Iteration 34Q: 3 clusters Score -180808.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -180812.531250 Penalty: 2371.554688
	Iteration 35Q: 3 clusters Score -180812.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -180814.656250 Penalty: 2371.554688
	Iteration 36Q: 3 clusters Score -180814.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -180817.406250 Penalty: 2371.554688
	Iteration 37Q: 3 clusters Score -180817.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -180819.765625 Penalty: 2371.554688
	Iteration 38Q: 3 clusters Score -180819.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -180820.296875 Penalty: 2371.554688
	Iteration 39Q: 3 clusters Score -180820.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -180820.531250 Penalty: 2371.554688
	Iteration 40F: 3 clusters Score -180820.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -20106.158203 Penalty: 854.343018
	Iteration 0F: 2 clusters Score -20106.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19441.271484 Penalty: 1708.686035
	Iteration 0F: 3 clusters Score -19441.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19579.375000 Penalty: 1708.686035
	Iteration 1F: 3 clusters Score -19579.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19615.322266 Penalty: 1708.686035
	Iteration 2F: 3 clusters Score -19615.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19636.660156 Penalty: 1708.686035
	Iteration 3Q: 3 clusters Score -19636.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19650.964844 Penalty: 1708.686035
	Iteration 4Q: 3 clusters Score -19650.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19653.986328 Penalty: 1708.686035
	Iteration 5Q: 3 clusters Score -19653.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19653.986328 Penalty: 1708.686035
	Iteration 6F: 3 clusters Score -19653.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Entering Unmasked Estep 
Score: -458256.281250 Penalty: 1323.510376
	Iteration 0F: 2 clusters Score -458256.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -455309.406250 Penalty: 2647.020752
	Iteration 0F: 3 clusters Score -455309.4 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -456187.093750 Penalty: 2647.020752
	Iteration 1F: 3 clusters Score -456187.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -456366.937500 Penalty: 2647.020752
	Iteration 2F: 3 clusters Score -456366.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -456486.343750 Penalty: 2647.020752
	Iteration 3F: 3 clusters Score -456486.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -456595.093750 Penalty: 2647.020752
	Iteration 4Q: 3 clusters Score -456595.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -456711.781250 Penalty: 2647.020752
	Iteration 5Q: 3 clusters Score -456711.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -456835.062500 Penalty: 2647.020752
	Iteration 6Q: 3 clusters Score -456835.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -456974.343750 Penalty: 2647.020752
	Iteration 7Q: 3 clusters Score -456974.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -457124.531250 Penalty: 2647.020752
	Iteration 8Q: 3 clusters Score -457124.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -457273.750000 Penalty: 2647.020752
	Iteration 9Q: 3 clusters Score -457273.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -457358.031250 Penalty: 2647.020752
	Iteration 10Q: 3 clusters Score -457358 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -457419.750000 Penalty: 2647.020752
	Iteration 11Q: 3 clusters Score -457419.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -457465.031250 Penalty: 2647.020752
	Iteration 12Q: 3 clusters Score -457465 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -457490.718750 Penalty: 2647.020752
	Iteration 13Q: 3 clusters Score -457490.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -457509.906250 Penalty: 2647.020752
	Iteration 14Q: 3 clusters Score -457509.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -457523.500000 Penalty: 2647.020752
	Iteration 15Q: 3 clusters Score -457523.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -457528.406250 Penalty: 2647.020752
	Iteration 16Q: 3 clusters Score -457528.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -457532.156250 Penalty: 2647.020752
	Iteration 17Q: 3 clusters Score -457532.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -457534.250000 Penalty: 2647.020752
	Iteration 18Q: 3 clusters Score -457534.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -457536.968750 Penalty: 2647.020752
	Iteration 19Q: 3 clusters Score -457537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -457538.031250 Penalty: 2647.020752
	Iteration 20F: 3 clusters Score -457538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -457539.562500 Penalty: 2647.020752
	Iteration 21Q: 3 clusters Score -457539.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -457540.125000 Penalty: 2647.020752
	Iteration 22Q: 3 clusters Score -457540.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -457541.968750 Penalty: 2647.020752
	Iteration 23Q: 3 clusters Score -457542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -457542.562500 Penalty: 2647.020752
	Iteration 24Q: 3 clusters Score -457542.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -457542.562500 Penalty: 2647.020752
	Iteration 25F: 3 clusters Score -457542.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Entering Unmasked Estep 
Score: -487623.906250 Penalty: 1324.685303
	Iteration 0F: 2 clusters Score -487623.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -484571.562500 Penalty: 2649.370605
	Iteration 0F: 3 clusters Score -484571.6 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -485332.156250 Penalty: 2649.370605
	Iteration 1F: 3 clusters Score -485332.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -485505.750000 Penalty: 2649.370605
	Iteration 2F: 3 clusters Score -485505.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -485629.406250 Penalty: 2649.370605
	Iteration 3F: 3 clusters Score -485629.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -485727.562500 Penalty: 2649.370605
	Iteration 4Q: 3 clusters Score -485727.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -485814.843750 Penalty: 2649.370605
	Iteration 5Q: 3 clusters Score -485814.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -485905.125000 Penalty: 2649.370605
	Iteration 6Q: 3 clusters Score -485905.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -485973.625000 Penalty: 2649.370605
	Iteration 7Q: 3 clusters Score -485973.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -486027.437500 Penalty: 2649.370605
	Iteration 8Q: 3 clusters Score -486027.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -486071.562500 Penalty: 2649.370605
	Iteration 9Q: 3 clusters Score -486071.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -486121.656250 Penalty: 2649.370605
	Iteration 10Q: 3 clusters Score -486121.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -486167.187500 Penalty: 2649.370605
	Iteration 11Q: 3 clusters Score -486167.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -486209.937500 Penalty: 2649.370605
	Iteration 12Q: 3 clusters Score -486209.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -486249.562500 Penalty: 2649.370605
	Iteration 13Q: 3 clusters Score -486249.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -486287.875000 Penalty: 2649.370605
	Iteration 14Q: 3 clusters Score -486287.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -486332.187500 Penalty: 2649.370605
	Iteration 15Q: 3 clusters Score -486332.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -486383.093750 Penalty: 2649.370605
	Iteration 16Q: 3 clusters Score -486383.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -486430.156250 Penalty: 2649.370605
	Iteration 17Q: 3 clusters Score -486430.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -486465.531250 Penalty: 2649.370605
	Iteration 18Q: 3 clusters Score -486465.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -486484.187500 Penalty: 2649.370605
	Iteration 19Q: 3 clusters Score -486484.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -486502.281250 Penalty: 2649.370605
	Iteration 20F: 3 clusters Score -486502.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -486521.968750 Penalty: 2649.370605
	Iteration 21Q: 3 clusters Score -486522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -486539.562500 Penalty: 2649.370605
	Iteration 22Q: 3 clusters Score -486539.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -486557.312500 Penalty: 2649.370605
	Iteration 23Q: 3 clusters Score -486557.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -486567.468750 Penalty: 2649.370605
	Iteration 24Q: 3 clusters Score -486567.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -486577.781250 Penalty: 2649.370605
	Iteration 25Q: 3 clusters Score -486577.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -486585.437500 Penalty: 2649.370605
	Iteration 26Q: 3 clusters Score -486585.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -486593.343750 Penalty: 2649.370605
	Iteration 27Q: 3 clusters Score -486593.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -486602.312500 Penalty: 2649.370605
	Iteration 28Q: 3 clusters Score -486602.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -486613.625000 Penalty: 2649.370605
	Iteration 29Q: 3 clusters Score -486613.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -486623.625000 Penalty: 2649.370605
	Iteration 30Q: 3 clusters Score -486623.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -486630.656250 Penalty: 2649.370605
	Iteration 31Q: 3 clusters Score -486630.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -486640.968750 Penalty: 2649.370605
	Iteration 32Q: 3 clusters Score -486641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -486646.281250 Penalty: 2649.370605
	Iteration 33Q: 3 clusters Score -486646.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -486651.343750 Penalty: 2649.370605
	Iteration 34Q: 3 clusters Score -486651.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -486657.687500 Penalty: 2649.370605
	Iteration 35Q: 3 clusters Score -486657.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -486661.718750 Penalty: 2649.370605
	Iteration 36Q: 3 clusters Score -486661.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -486666.281250 Penalty: 2649.370605
	Iteration 37Q: 3 clusters Score -486666.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -486668.562500 Penalty: 2649.370605
	Iteration 38Q: 3 clusters Score -486668.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -486672.281250 Penalty: 2649.370605
	Iteration 39Q: 3 clusters Score -486672.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -486675.250000 Penalty: 2649.370605
	Iteration 40F: 3 clusters Score -486675.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -486679.781250 Penalty: 2649.370605
	Iteration 41Q: 3 clusters Score -486679.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -486684.656250 Penalty: 2649.370605
	Iteration 42Q: 3 clusters Score -486684.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -486688.468750 Penalty: 2649.370605
	Iteration 43Q: 3 clusters Score -486688.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -486692.125000 Penalty: 2649.370605
	Iteration 44Q: 3 clusters Score -486692.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -486694.125000 Penalty: 2649.370605
	Iteration 45Q: 3 clusters Score -486694.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -486695.437500 Penalty: 2649.370605
	Iteration 46Q: 3 clusters Score -486695.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -486697.781250 Penalty: 2649.370605
	Iteration 47Q: 3 clusters Score -486697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -486699.843750 Penalty: 2649.370605
	Iteration 48Q: 3 clusters Score -486699.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -486700.187500 Penalty: 2649.370605
	Iteration 49Q: 3 clusters Score -486700.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -486700.187500 Penalty: 2649.370605
	Iteration 50F: 3 clusters Score -486700.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (24810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Entering Unmasked Estep 
Score: -3791842.500000 Penalty: 1644.337891
	Iteration 0F: 2 clusters Score -3791842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -3776946.750000 Penalty: 3288.675781
	Iteration 0F: 3 clusters Score -3776947 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -3783191.500000 Penalty: 3288.675781
	Iteration 1F: 3 clusters Score -3783192 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3783591.500000 Penalty: 3288.675781
	Iteration 2Q: 3 clusters Score -3783592 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -3784003.000000 Penalty: 3288.675781
	Iteration 3Q: 3 clusters Score -3784003 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -3784532.000000 Penalty: 3288.675781
	Iteration 4Q: 3 clusters Score -3784532 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -3785248.750000 Penalty: 3288.675781
	Iteration 5F: 3 clusters Score -3785249 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -3786070.000000 Penalty: 3288.675781
	Iteration 6F: 3 clusters Score -3786070 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -3787008.250000 Penalty: 3288.675781
	Iteration 7F: 3 clusters Score -3787008 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -3788015.500000 Penalty: 3288.675781
	Iteration 8F: 3 clusters Score -3788016 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -3788827.500000 Penalty: 3288.675781
	Iteration 9F: 3 clusters Score -3788828 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -3789391.500000 Penalty: 3288.675781
	Iteration 10Q: 3 clusters Score -3789392 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -3789725.250000 Penalty: 3288.675781
	Iteration 11Q: 3 clusters Score -3789725 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3789951.000000 Penalty: 3288.675781
	Iteration 12Q: 3 clusters Score -3789951 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -3790106.750000 Penalty: 3288.675781
	Iteration 13Q: 3 clusters Score -3790107 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -3790198.500000 Penalty: 3288.675781
	Iteration 14Q: 3 clusters Score -3790198 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -3790257.500000 Penalty: 3288.675781
	Iteration 15Q: 3 clusters Score -3790258 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -3790316.750000 Penalty: 3288.675781
	Iteration 16Q: 3 clusters Score -3790317 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -3790341.000000 Penalty: 3288.675781
	Iteration 17Q: 3 clusters Score -3790341 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -3790369.250000 Penalty: 3288.675781
	Iteration 18Q: 3 clusters Score -3790369 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3790404.500000 Penalty: 3288.675781
	Iteration 19Q: 3 clusters Score -3790404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -3790410.000000 Penalty: 3288.675781
	Iteration 20F: 3 clusters Score -3790410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3790428.000000 Penalty: 3288.675781
	Iteration 21Q: 3 clusters Score -3790428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -3790432.500000 Penalty: 3288.675781
	Iteration 22Q: 3 clusters Score -3790432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -3790437.250000 Penalty: 3288.675781
	Iteration 23Q: 3 clusters Score -3790437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -3790440.000000 Penalty: 3288.675781
	Iteration 24Q: 3 clusters Score -3790440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -3790439.750000 Penalty: 3288.675781
	Iteration 25Q: 3 clusters Score -3790440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3790439.750000 Penalty: 3288.675781
	Iteration 26Q: 3 clusters Score -3790440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -3790443.500000 Penalty: 3288.675781
	Iteration 27Q: 3 clusters Score -3790444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3790443.000000 Penalty: 3288.675781
	Iteration 28Q: 3 clusters Score -3790443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -3790443.750000 Penalty: 3288.675781
	Iteration 29Q: 3 clusters Score -3790444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3790444.500000 Penalty: 3288.675781
	Iteration 30Q: 3 clusters Score -3790444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -3790448.500000 Penalty: 3288.675781
	Iteration 31Q: 3 clusters Score -3790448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -3790450.250000 Penalty: 3288.675781
	Iteration 32Q: 3 clusters Score -3790450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -3790448.500000 Penalty: 3288.675781
	Iteration 33Q: 3 clusters Score -3790448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -3790450.500000 Penalty: 3288.675781
	Iteration 34Q: 3 clusters Score -3790450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3790448.750000 Penalty: 3288.675781
	Iteration 35Q: 3 clusters Score -3790449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -3790450.500000 Penalty: 3288.675781
	Iteration 36Q: 3 clusters Score -3790450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -3790453.500000 Penalty: 3288.675781
	Iteration 37Q: 3 clusters Score -3790454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -3790457.000000 Penalty: 3288.675781
	Iteration 38Q: 3 clusters Score -3790457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -3790456.000000 Penalty: 3288.675781
	Iteration 39Q: 3 clusters Score -3790456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -3790457.000000 Penalty: 3288.675781
	Iteration 40F: 3 clusters Score -3790457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -3790457.000000 Penalty: 3288.675781
	Iteration 41Q: 3 clusters Score -3790457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -3790454.500000 Penalty: 3288.675781
	Iteration 42Q: 3 clusters Score -3790454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -3790457.500000 Penalty: 3288.675781
	Iteration 43Q: 3 clusters Score -3790458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -3790454.250000 Penalty: 3288.675781
	Iteration 44Q: 3 clusters Score -3790454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3790457.500000 Penalty: 3288.675781
	Iteration 45Q: 3 clusters Score -3790458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -3790455.000000 Penalty: 3288.675781
	Iteration 46Q: 3 clusters Score -3790455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -3790455.000000 Penalty: 3288.675781
	Iteration 47F: 3 clusters Score -3790455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (16297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Entering Unmasked Estep 
Score: -2412231.750000 Penalty: 1576.044678
	Iteration 0F: 2 clusters Score -2412232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2401186.000000 Penalty: 3152.089355
	Iteration 0F: 3 clusters Score -2401186 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2405263.000000 Penalty: 3152.089355
	Iteration 1F: 3 clusters Score -2405263 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2405849.500000 Penalty: 3152.089355
	Iteration 2F: 3 clusters Score -2405850 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2406590.750000 Penalty: 3152.089355
	Iteration 3F: 3 clusters Score -2406591 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2407435.250000 Penalty: 3152.089355
	Iteration 4F: 3 clusters Score -2407435 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2408232.750000 Penalty: 3152.089355
	Iteration 5F: 3 clusters Score -2408233 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2408905.250000 Penalty: 3152.089355
	Iteration 6F: 3 clusters Score -2408905 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2409426.250000 Penalty: 3152.089355
	Iteration 7Q: 3 clusters Score -2409426 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2409853.250000 Penalty: 3152.089355
	Iteration 8Q: 3 clusters Score -2409853 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2410189.000000 Penalty: 3152.089355
	Iteration 9Q: 3 clusters Score -2410189 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2410442.500000 Penalty: 3152.089355
	Iteration 10Q: 3 clusters Score -2410442 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2410567.750000 Penalty: 3152.089355
	Iteration 11Q: 3 clusters Score -2410568 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2410658.500000 Penalty: 3152.089355
	Iteration 12Q: 3 clusters Score -2410658 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2410735.750000 Penalty: 3152.089355
	Iteration 13Q: 3 clusters Score -2410736 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2410784.750000 Penalty: 3152.089355
	Iteration 14Q: 3 clusters Score -2410785 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2410820.000000 Penalty: 3152.089355
	Iteration 15Q: 3 clusters Score -2410820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2410839.000000 Penalty: 3152.089355
	Iteration 16Q: 3 clusters Score -2410839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2410865.500000 Penalty: 3152.089355
	Iteration 17Q: 3 clusters Score -2410866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2410875.000000 Penalty: 3152.089355
	Iteration 18Q: 3 clusters Score -2410875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2410876.250000 Penalty: 3152.089355
	Iteration 19Q: 3 clusters Score -2410876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2410886.750000 Penalty: 3152.089355
	Iteration 20F: 3 clusters Score -2410887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2410888.750000 Penalty: 3152.089355
	Iteration 21Q: 3 clusters Score -2410889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2410891.000000 Penalty: 3152.089355
	Iteration 22Q: 3 clusters Score -2410891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2410894.500000 Penalty: 3152.089355
	Iteration 23Q: 3 clusters Score -2410894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2410896.000000 Penalty: 3152.089355
	Iteration 24Q: 3 clusters Score -2410896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2410896.000000 Penalty: 3152.089355
	Iteration 25Q: 3 clusters Score -2410896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2410894.500000 Penalty: 3152.089355
	Iteration 26Q: 3 clusters Score -2410894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2410893.750000 Penalty: 3152.089355
	Iteration 27Q: 3 clusters Score -2410894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2410896.750000 Penalty: 3152.089355
	Iteration 28Q: 3 clusters Score -2410897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2410899.000000 Penalty: 3152.089355
	Iteration 29Q: 3 clusters Score -2410899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2410906.750000 Penalty: 3152.089355
	Iteration 30Q: 3 clusters Score -2410907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2410910.250000 Penalty: 3152.089355
	Iteration 31Q: 3 clusters Score -2410910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2410909.500000 Penalty: 3152.089355
	Iteration 32Q: 3 clusters Score -2410910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2410915.500000 Penalty: 3152.089355
	Iteration 33Q: 3 clusters Score -2410916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2410917.500000 Penalty: 3152.089355
	Iteration 34Q: 3 clusters Score -2410918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2410916.750000 Penalty: 3152.089355
	Iteration 35Q: 3 clusters Score -2410917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2410916.750000 Penalty: 3152.089355
	Iteration 36F: 3 clusters Score -2410917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Entering Unmasked Estep 
Score: -2035637.750000 Penalty: 1544.542114
	Iteration 0F: 2 clusters Score -2035638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2026404.500000 Penalty: 3089.084229
	Iteration 0F: 3 clusters Score -2026404 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2029660.500000 Penalty: 3089.084229
	Iteration 1F: 3 clusters Score -2029660 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2030043.375000 Penalty: 3089.084229
	Iteration 2F: 3 clusters Score -2030043 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2030338.625000 Penalty: 3089.084229
	Iteration 3F: 3 clusters Score -2030339 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2030606.500000 Penalty: 3089.084229
	Iteration 4Q: 3 clusters Score -2030606 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2030832.750000 Penalty: 3089.084229
	Iteration 5Q: 3 clusters Score -2030833 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2031120.125000 Penalty: 3089.084229
	Iteration 6Q: 3 clusters Score -2031120 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2031462.750000 Penalty: 3089.084229
	Iteration 7Q: 3 clusters Score -2031463 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2031887.125000 Penalty: 3089.084229
	Iteration 8Q: 3 clusters Score -2031887 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2032325.250000 Penalty: 3089.084229
	Iteration 9Q: 3 clusters Score -2032325 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2032758.875000 Penalty: 3089.084229
	Iteration 10Q: 3 clusters Score -2032759 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2033172.500000 Penalty: 3089.084229
	Iteration 11Q: 3 clusters Score -2033172 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2033505.125000 Penalty: 3089.084229
	Iteration 12Q: 3 clusters Score -2033505 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2033745.625000 Penalty: 3089.084229
	Iteration 13Q: 3 clusters Score -2033746 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2033881.125000 Penalty: 3089.084229
	Iteration 14Q: 3 clusters Score -2033881 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2034018.500000 Penalty: 3089.084229
	Iteration 15Q: 3 clusters Score -2034018 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2034101.125000 Penalty: 3089.084229
	Iteration 16Q: 3 clusters Score -2034101 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2034174.375000 Penalty: 3089.084229
	Iteration 17Q: 3 clusters Score -2034174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2034224.500000 Penalty: 3089.084229
	Iteration 18Q: 3 clusters Score -2034224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2034276.750000 Penalty: 3089.084229
	Iteration 19Q: 3 clusters Score -2034277 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2034332.125000 Penalty: 3089.084229
	Iteration 20F: 3 clusters Score -2034332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2034363.875000 Penalty: 3089.084229
	Iteration 21Q: 3 clusters Score -2034364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2034391.375000 Penalty: 3089.084229
	Iteration 22Q: 3 clusters Score -2034391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2034405.750000 Penalty: 3089.084229
	Iteration 23Q: 3 clusters Score -2034406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2034421.250000 Penalty: 3089.084229
	Iteration 24Q: 3 clusters Score -2034421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2034437.250000 Penalty: 3089.084229
	Iteration 25Q: 3 clusters Score -2034437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2034451.375000 Penalty: 3089.084229
	Iteration 26Q: 3 clusters Score -2034451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2034466.750000 Penalty: 3089.084229
	Iteration 27Q: 3 clusters Score -2034467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2034475.500000 Penalty: 3089.084229
	Iteration 28Q: 3 clusters Score -2034476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2034486.625000 Penalty: 3089.084229
	Iteration 29Q: 3 clusters Score -2034487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2034490.000000 Penalty: 3089.084229
	Iteration 30Q: 3 clusters Score -2034490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2034497.875000 Penalty: 3089.084229
	Iteration 31Q: 3 clusters Score -2034498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2034502.000000 Penalty: 3089.084229
	Iteration 32Q: 3 clusters Score -2034502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2034505.750000 Penalty: 3089.084229
	Iteration 33Q: 3 clusters Score -2034506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2034515.250000 Penalty: 3089.084229
	Iteration 34Q: 3 clusters Score -2034515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2034521.625000 Penalty: 3089.084229
	Iteration 35Q: 3 clusters Score -2034522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2034528.500000 Penalty: 3089.084229
	Iteration 36Q: 3 clusters Score -2034528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2034529.500000 Penalty: 3089.084229
	Iteration 37Q: 3 clusters Score -2034530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2034533.375000 Penalty: 3089.084229
	Iteration 38Q: 3 clusters Score -2034533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2034537.500000 Penalty: 3089.084229
	Iteration 39Q: 3 clusters Score -2034538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2034541.250000 Penalty: 3089.084229
	Iteration 40F: 3 clusters Score -2034541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2034542.750000 Penalty: 3089.084229
	Iteration 41Q: 3 clusters Score -2034543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2034544.625000 Penalty: 3089.084229
	Iteration 42Q: 3 clusters Score -2034545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2034548.000000 Penalty: 3089.084229
	Iteration 43Q: 3 clusters Score -2034548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2034550.625000 Penalty: 3089.084229
	Iteration 44Q: 3 clusters Score -2034551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2034552.625000 Penalty: 3089.084229
	Iteration 45Q: 3 clusters Score -2034553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2034552.875000 Penalty: 3089.084229
	Iteration 46Q: 3 clusters Score -2034553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2034554.125000 Penalty: 3089.084229
	Iteration 47Q: 3 clusters Score -2034554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2034555.000000 Penalty: 3089.084229
	Iteration 48Q: 3 clusters Score -2034555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2034555.000000 Penalty: 3089.084229
	Iteration 49F: 3 clusters Score -2034555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Entering Unmasked Estep 
Score: -607567.812500 Penalty: 1347.416992
	Iteration 0F: 2 clusters Score -607567.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -604255.562500 Penalty: 2694.833984
	Iteration 0F: 3 clusters Score -604255.6 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -605019.250000 Penalty: 2694.833984
	Iteration 1F: 3 clusters Score -605019.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -605156.687500 Penalty: 2694.833984
	Iteration 2F: 3 clusters Score -605156.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -605239.125000 Penalty: 2694.833984
	Iteration 3Q: 3 clusters Score -605239.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -605317.750000 Penalty: 2694.833984
	Iteration 4Q: 3 clusters Score -605317.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -605389.312500 Penalty: 2694.833984
	Iteration 5Q: 3 clusters Score -605389.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -605449.062500 Penalty: 2694.833984
	Iteration 6Q: 3 clusters Score -605449.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -605494.875000 Penalty: 2694.833984
	Iteration 7Q: 3 clusters Score -605494.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -605552.875000 Penalty: 2694.833984
	Iteration 8Q: 3 clusters Score -605552.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -605609.875000 Penalty: 2694.833984
	Iteration 9Q: 3 clusters Score -605609.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -605657.250000 Penalty: 2694.833984
	Iteration 10Q: 3 clusters Score -605657.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -605711.062500 Penalty: 2694.833984
	Iteration 11Q: 3 clusters Score -605711.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -605776.500000 Penalty: 2694.833984
	Iteration 12Q: 3 clusters Score -605776.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -605844.875000 Penalty: 2694.833984
	Iteration 13Q: 3 clusters Score -605844.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -605913.312500 Penalty: 2694.833984
	Iteration 14Q: 3 clusters Score -605913.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -605969.312500 Penalty: 2694.833984
	Iteration 15Q: 3 clusters Score -605969.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -606026.562500 Penalty: 2694.833984
	Iteration 16Q: 3 clusters Score -606026.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -606078.250000 Penalty: 2694.833984
	Iteration 17Q: 3 clusters Score -606078.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -606132.187500 Penalty: 2694.833984
	Iteration 18Q: 3 clusters Score -606132.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -606176.562500 Penalty: 2694.833984
	Iteration 19Q: 3 clusters Score -606176.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -606218.875000 Penalty: 2694.833984
	Iteration 20F: 3 clusters Score -606218.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -606259.312500 Penalty: 2694.833984
	Iteration 21Q: 3 clusters Score -606259.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -606286.875000 Penalty: 2694.833984
	Iteration 22Q: 3 clusters Score -606286.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -606308.937500 Penalty: 2694.833984
	Iteration 23Q: 3 clusters Score -606308.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -606327.375000 Penalty: 2694.833984
	Iteration 24Q: 3 clusters Score -606327.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -606339.625000 Penalty: 2694.833984
	Iteration 25Q: 3 clusters Score -606339.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -606349.000000 Penalty: 2694.833984
	Iteration 26Q: 3 clusters Score -606349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -606353.062500 Penalty: 2694.833984
	Iteration 27Q: 3 clusters Score -606353.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -606356.250000 Penalty: 2694.833984
	Iteration 28Q: 3 clusters Score -606356.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -606358.750000 Penalty: 2694.833984
	Iteration 29Q: 3 clusters Score -606358.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -606364.562500 Penalty: 2694.833984
	Iteration 30Q: 3 clusters Score -606364.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -606370.437500 Penalty: 2694.833984
	Iteration 31Q: 3 clusters Score -606370.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -606375.000000 Penalty: 2694.833984
	Iteration 32Q: 3 clusters Score -606375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -606379.875000 Penalty: 2694.833984
	Iteration 33Q: 3 clusters Score -606379.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -606383.937500 Penalty: 2694.833984
	Iteration 34Q: 3 clusters Score -606383.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -606385.875000 Penalty: 2694.833984
	Iteration 35Q: 3 clusters Score -606385.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -606385.875000 Penalty: 2694.833984
	Iteration 36F: 3 clusters Score -606385.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (19145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Entering Unmasked Estep 
Score: -2927831.750000 Penalty: 1602.216919
	Iteration 0F: 2 clusters Score -2927832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2915566.750000 Penalty: 3204.433838
	Iteration 0F: 3 clusters Score -2915567 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2920344.000000 Penalty: 3204.433838
	Iteration 1F: 3 clusters Score -2920344 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2920725.750000 Penalty: 3204.433838
	Iteration 2F: 3 clusters Score -2920726 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2921101.750000 Penalty: 3204.433838
	Iteration 3F: 3 clusters Score -2921102 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2921509.500000 Penalty: 3204.433838
	Iteration 4F: 3 clusters Score -2921510 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2921919.000000 Penalty: 3204.433838
	Iteration 5F: 3 clusters Score -2921919 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2922380.250000 Penalty: 3204.433838
	Iteration 6F: 3 clusters Score -2922380 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2922876.500000 Penalty: 3204.433838
	Iteration 7F: 3 clusters Score -2922876 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2923407.500000 Penalty: 3204.433838
	Iteration 8F: 3 clusters Score -2923408 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2924035.000000 Penalty: 3204.433838
	Iteration 9F: 3 clusters Score -2924035 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2924678.250000 Penalty: 3204.433838
	Iteration 10F: 3 clusters Score -2924678 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2925306.750000 Penalty: 3204.433838
	Iteration 11Q: 3 clusters Score -2925307 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2925768.500000 Penalty: 3204.433838
	Iteration 12Q: 3 clusters Score -2925768 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2926082.250000 Penalty: 3204.433838
	Iteration 13Q: 3 clusters Score -2926082 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2926284.000000 Penalty: 3204.433838
	Iteration 14Q: 3 clusters Score -2926284 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2926398.500000 Penalty: 3204.433838
	Iteration 15Q: 3 clusters Score -2926398 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2926453.000000 Penalty: 3204.433838
	Iteration 16Q: 3 clusters Score -2926453 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2926482.000000 Penalty: 3204.433838
	Iteration 17Q: 3 clusters Score -2926482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2926507.750000 Penalty: 3204.433838
	Iteration 18Q: 3 clusters Score -2926508 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2926529.250000 Penalty: 3204.433838
	Iteration 19Q: 3 clusters Score -2926529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2926540.500000 Penalty: 3204.433838
	Iteration 20F: 3 clusters Score -2926540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2926552.500000 Penalty: 3204.433838
	Iteration 21Q: 3 clusters Score -2926552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2926558.500000 Penalty: 3204.433838
	Iteration 22Q: 3 clusters Score -2926558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2926561.500000 Penalty: 3204.433838
	Iteration 23Q: 3 clusters Score -2926562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2926565.500000 Penalty: 3204.433838
	Iteration 24Q: 3 clusters Score -2926566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2926569.750000 Penalty: 3204.433838
	Iteration 25Q: 3 clusters Score -2926570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2926570.000000 Penalty: 3204.433838
	Iteration 26Q: 3 clusters Score -2926570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2926570.000000 Penalty: 3204.433838
	Iteration 27Q: 3 clusters Score -2926570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2926573.000000 Penalty: 3204.433838
	Iteration 28Q: 3 clusters Score -2926573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2926571.250000 Penalty: 3204.433838
	Iteration 29Q: 3 clusters Score -2926571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2926574.000000 Penalty: 3204.433838
	Iteration 30Q: 3 clusters Score -2926574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2926577.500000 Penalty: 3204.433838
	Iteration 31Q: 3 clusters Score -2926578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2926578.750000 Penalty: 3204.433838
	Iteration 32Q: 3 clusters Score -2926579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2926578.750000 Penalty: 3204.433838
	Iteration 33F: 3 clusters Score -2926579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Entering Unmasked Estep 
Score: -369812.031250 Penalty: 1287.602905
	Iteration 0F: 2 clusters Score -369812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -367273.937500 Penalty: 2575.205811
	Iteration 0F: 3 clusters Score -367273.9 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -367921.062500 Penalty: 2575.205811
	Iteration 1F: 3 clusters Score -367921.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -368049.968750 Penalty: 2575.205811
	Iteration 2F: 3 clusters Score -368050 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -368135.625000 Penalty: 2575.205811
	Iteration 3Q: 3 clusters Score -368135.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -368197.593750 Penalty: 2575.205811
	Iteration 4Q: 3 clusters Score -368197.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -368260.625000 Penalty: 2575.205811
	Iteration 5Q: 3 clusters Score -368260.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -368307.781250 Penalty: 2575.205811
	Iteration 6Q: 3 clusters Score -368307.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -368359.375000 Penalty: 2575.205811
	Iteration 7Q: 3 clusters Score -368359.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -368423.718750 Penalty: 2575.205811
	Iteration 8Q: 3 clusters Score -368423.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -368502.218750 Penalty: 2575.205811
	Iteration 9Q: 3 clusters Score -368502.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -368579.531250 Penalty: 2575.205811
	Iteration 10Q: 3 clusters Score -368579.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -368694.093750 Penalty: 2575.205811
	Iteration 11Q: 3 clusters Score -368694.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -368829.468750 Penalty: 2575.205811
	Iteration 12Q: 3 clusters Score -368829.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -368933.187500 Penalty: 2575.205811
	Iteration 13Q: 3 clusters Score -368933.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -369055.968750 Penalty: 2575.205811
	Iteration 14Q: 3 clusters Score -369056 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -369155.937500 Penalty: 2575.205811
	Iteration 15Q: 3 clusters Score -369155.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -369228.406250 Penalty: 2575.205811
	Iteration 16Q: 3 clusters Score -369228.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -369311.468750 Penalty: 2575.205811
	Iteration 17Q: 3 clusters Score -369311.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -369397.687500 Penalty: 2575.205811
	Iteration 18Q: 3 clusters Score -369397.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -369457.531250 Penalty: 2575.205811
	Iteration 19Q: 3 clusters Score -369457.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -369516.250000 Penalty: 2575.205811
	Iteration 20F: 3 clusters Score -369516.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -369564.343750 Penalty: 2575.205811
	Iteration 21Q: 3 clusters Score -369564.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -369579.281250 Penalty: 2575.205811
	Iteration 22Q: 3 clusters Score -369579.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -369585.062500 Penalty: 2575.205811
	Iteration 23Q: 3 clusters Score -369585.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -369590.656250 Penalty: 2575.205811
	Iteration 24Q: 3 clusters Score -369590.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -369593.187500 Penalty: 2575.205811
	Iteration 25Q: 3 clusters Score -369593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -369595.000000 Penalty: 2575.205811
	Iteration 26Q: 3 clusters Score -369595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -369596.250000 Penalty: 2575.205811
	Iteration 27Q: 3 clusters Score -369596.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -369596.781250 Penalty: 2575.205811
	Iteration 28Q: 3 clusters Score -369596.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -369596.781250 Penalty: 2575.205811
	Iteration 29F: 3 clusters Score -369596.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (12694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Entering Unmasked Estep 
Score: -1846355.125000 Penalty: 1535.443848
	Iteration 0F: 2 clusters Score -1846355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1837496.375000 Penalty: 3070.887695
	Iteration 0F: 3 clusters Score -1837496 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1840771.875000 Penalty: 3070.887695
	Iteration 1F: 3 clusters Score -1840772 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1841145.500000 Penalty: 3070.887695
	Iteration 2F: 3 clusters Score -1841146 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1841473.750000 Penalty: 3070.887695
	Iteration 3F: 3 clusters Score -1841474 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1841756.125000 Penalty: 3070.887695
	Iteration 4Q: 3 clusters Score -1841756 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1842086.250000 Penalty: 3070.887695
	Iteration 5Q: 3 clusters Score -1842086 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1842487.000000 Penalty: 3070.887695
	Iteration 6F: 3 clusters Score -1842487 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1842999.750000 Penalty: 3070.887695
	Iteration 7F: 3 clusters Score -1843000 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1843525.875000 Penalty: 3070.887695
	Iteration 8F: 3 clusters Score -1843526 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1843980.875000 Penalty: 3070.887695
	Iteration 9Q: 3 clusters Score -1843981 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1844350.250000 Penalty: 3070.887695
	Iteration 10Q: 3 clusters Score -1844350 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1844611.000000 Penalty: 3070.887695
	Iteration 11Q: 3 clusters Score -1844611 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1844775.000000 Penalty: 3070.887695
	Iteration 12Q: 3 clusters Score -1844775 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1844857.750000 Penalty: 3070.887695
	Iteration 13Q: 3 clusters Score -1844858 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1844912.625000 Penalty: 3070.887695
	Iteration 14Q: 3 clusters Score -1844913 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1844957.250000 Penalty: 3070.887695
	Iteration 15Q: 3 clusters Score -1844957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1844978.125000 Penalty: 3070.887695
	Iteration 16Q: 3 clusters Score -1844978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1844992.000000 Penalty: 3070.887695
	Iteration 17Q: 3 clusters Score -1844992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1844998.875000 Penalty: 3070.887695
	Iteration 18Q: 3 clusters Score -1844999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1845003.500000 Penalty: 3070.887695
	Iteration 19Q: 3 clusters Score -1845004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1845001.500000 Penalty: 3070.887695
	Iteration 20F: 3 clusters Score -1845002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -88469.531250 Penalty: 1079.404053
	Iteration 0F: 2 clusters Score -88469.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -87211.726562 Penalty: 2158.808105
	Iteration 0F: 3 clusters Score -87211.73 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -87547.390625 Penalty: 2158.808105
	Iteration 1F: 3 clusters Score -87547.39 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -87691.117188 Penalty: 2158.808105
	Iteration 2F: 3 clusters Score -87691.12 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -87786.835938 Penalty: 2158.808105
	Iteration 3F: 3 clusters Score -87786.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -87850.265625 Penalty: 2158.808105
	Iteration 4Q: 3 clusters Score -87850.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -87916.570312 Penalty: 2158.808105
	Iteration 5Q: 3 clusters Score -87916.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -87986.898438 Penalty: 2158.808105
	Iteration 6Q: 3 clusters Score -87986.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -88045.656250 Penalty: 2158.808105
	Iteration 7Q: 3 clusters Score -88045.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -88084.835938 Penalty: 2158.808105
	Iteration 8Q: 3 clusters Score -88084.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -88099.921875 Penalty: 2158.808105
	Iteration 9Q: 3 clusters Score -88099.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -88110.007812 Penalty: 2158.808105
	Iteration 10Q: 3 clusters Score -88110.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -88119.101562 Penalty: 2158.808105
	Iteration 11Q: 3 clusters Score -88119.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -88122.367188 Penalty: 2158.808105
	Iteration 12Q: 3 clusters Score -88122.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -88124.281250 Penalty: 2158.808105
	Iteration 13Q: 3 clusters Score -88124.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -88125.171875 Penalty: 2158.808105
	Iteration 14Q: 3 clusters Score -88125.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -88125.171875 Penalty: 2158.808105
	Iteration 15F: 3 clusters Score -88125.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -244193.375000 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -244193.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -242320.296875 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -242320.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -242691.812500 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -242691.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -242786.531250 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -242786.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -242843.359375 Penalty: 2400.603027
	Iteration 3Q: 3 clusters Score -242843.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -242882.750000 Penalty: 2400.603027
	Iteration 4Q: 3 clusters Score -242882.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -242915.859375 Penalty: 2400.603027
	Iteration 5Q: 3 clusters Score -242915.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -242939.765625 Penalty: 2400.603027
	Iteration 6Q: 3 clusters Score -242939.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -242955.984375 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -242956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -242971.187500 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -242971.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -242985.062500 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -242985.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -242990.562500 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -242990.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -242996.359375 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -242996.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -243000.484375 Penalty: 2400.603027
	Iteration 12Q: 3 clusters Score -243000.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -243004.546875 Penalty: 2400.603027
	Iteration 13Q: 3 clusters Score -243004.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -243006.859375 Penalty: 2400.603027
	Iteration 14Q: 3 clusters Score -243006.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -243007.500000 Penalty: 2400.603027
	Iteration 15Q: 3 clusters Score -243007.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -243007.484375 Penalty: 2400.603027
	Iteration 16Q: 3 clusters Score -243007.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -243007.484375 Penalty: 2400.603027
	Iteration 17F: 3 clusters Score -243007.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -175828.015625 Penalty: 1168.362427
	Iteration 0F: 2 clusters Score -175828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -174199.078125 Penalty: 2336.724854
	Iteration 0F: 3 clusters Score -174199.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -174610.312500 Penalty: 2336.724854
	Iteration 1F: 3 clusters Score -174610.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -174776.781250 Penalty: 2336.724854
	Iteration 2F: 3 clusters Score -174776.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -174894.437500 Penalty: 2336.724854
	Iteration 3F: 3 clusters Score -174894.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -174966.703125 Penalty: 2336.724854
	Iteration 4Q: 3 clusters Score -174966.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -175013.703125 Penalty: 2336.724854
	Iteration 5Q: 3 clusters Score -175013.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -175063.875000 Penalty: 2336.724854
	Iteration 6Q: 3 clusters Score -175063.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -175099.421875 Penalty: 2336.724854
	Iteration 7Q: 3 clusters Score -175099.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -175147.859375 Penalty: 2336.724854
	Iteration 8Q: 3 clusters Score -175147.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -175190.015625 Penalty: 2336.724854
	Iteration 9Q: 3 clusters Score -175190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -175224.843750 Penalty: 2336.724854
	Iteration 10Q: 3 clusters Score -175224.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -175251.484375 Penalty: 2336.724854
	Iteration 11Q: 3 clusters Score -175251.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -175268.593750 Penalty: 2336.724854
	Iteration 12Q: 3 clusters Score -175268.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -175279.171875 Penalty: 2336.724854
	Iteration 13Q: 3 clusters Score -175279.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -175295.281250 Penalty: 2336.724854
	Iteration 14Q: 3 clusters Score -175295.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -175317.093750 Penalty: 2336.724854
	Iteration 15Q: 3 clusters Score -175317.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -175325.078125 Penalty: 2336.724854
	Iteration 16Q: 3 clusters Score -175325.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -175333.703125 Penalty: 2336.724854
	Iteration 17Q: 3 clusters Score -175333.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -175337.343750 Penalty: 2336.724854
	Iteration 18Q: 3 clusters Score -175337.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -175342.656250 Penalty: 2336.724854
	Iteration 19Q: 3 clusters Score -175342.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -175345.578125 Penalty: 2336.724854
	Iteration 20F: 3 clusters Score -175345.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -175352.671875 Penalty: 2336.724854
	Iteration 21Q: 3 clusters Score -175352.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -175354.921875 Penalty: 2336.724854
	Iteration 22Q: 3 clusters Score -175354.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -175355.562500 Penalty: 2336.724854
	Iteration 23Q: 3 clusters Score -175355.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -175356.781250 Penalty: 2336.724854
	Iteration 24Q: 3 clusters Score -175356.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -175356.781250 Penalty: 2336.724854
	Iteration 25F: 3 clusters Score -175356.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Entering Unmasked Estep 
Score: -223006.234375 Penalty: 1200.804199
	Iteration 0F: 2 clusters Score -223006.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -221194.312500 Penalty: 2401.608398
	Iteration 0F: 3 clusters Score -221194.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -221706.265625 Penalty: 2401.608398
	Iteration 1F: 3 clusters Score -221706.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -221894.656250 Penalty: 2401.608398
	Iteration 2F: 3 clusters Score -221894.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -222015.968750 Penalty: 2401.608398
	Iteration 3F: 3 clusters Score -222016 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -222094.031250 Penalty: 2401.608398
	Iteration 4Q: 3 clusters Score -222094 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -222160.765625 Penalty: 2401.608398
	Iteration 5Q: 3 clusters Score -222160.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -222231.625000 Penalty: 2401.608398
	Iteration 6Q: 3 clusters Score -222231.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -222289.468750 Penalty: 2401.608398
	Iteration 7Q: 3 clusters Score -222289.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -222327.687500 Penalty: 2401.608398
	Iteration 8Q: 3 clusters Score -222327.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -222366.218750 Penalty: 2401.608398
	Iteration 9Q: 3 clusters Score -222366.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -222408.843750 Penalty: 2401.608398
	Iteration 10Q: 3 clusters Score -222408.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -222437.046875 Penalty: 2401.608398
	Iteration 11Q: 3 clusters Score -222437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -222451.437500 Penalty: 2401.608398
	Iteration 12Q: 3 clusters Score -222451.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -222464.500000 Penalty: 2401.608398
	Iteration 13Q: 3 clusters Score -222464.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -222475.687500 Penalty: 2401.608398
	Iteration 14Q: 3 clusters Score -222475.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -222485.953125 Penalty: 2401.608398
	Iteration 15Q: 3 clusters Score -222486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -222490.203125 Penalty: 2401.608398
	Iteration 16Q: 3 clusters Score -222490.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -222494.312500 Penalty: 2401.608398
	Iteration 17Q: 3 clusters Score -222494.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -222495.484375 Penalty: 2401.608398
	Iteration 18Q: 3 clusters Score -222495.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -222497.156250 Penalty: 2401.608398
	Iteration 19Q: 3 clusters Score -222497.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -222498.500000 Penalty: 2401.608398
	Iteration 20F: 3 clusters Score -222498.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -222500.015625 Penalty: 2401.608398
	Iteration 21Q: 3 clusters Score -222500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -222502.859375 Penalty: 2401.608398
	Iteration 22Q: 3 clusters Score -222502.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -222504.000000 Penalty: 2401.608398
	Iteration 23Q: 3 clusters Score -222504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -222507.156250 Penalty: 2401.608398
	Iteration 24Q: 3 clusters Score -222507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -222507.578125 Penalty: 2401.608398
	Iteration 25Q: 3 clusters Score -222507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -222507.781250 Penalty: 2401.608398
	Iteration 26Q: 3 clusters Score -222507.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -222507.781250 Penalty: 2401.608398
	Iteration 27F: 3 clusters Score -222507.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (12780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Entering Unmasked Estep 
Score: -1948808.125000 Penalty: 1536.541016
	Iteration 0F: 2 clusters Score -1948808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1939990.500000 Penalty: 3073.082031
	Iteration 0F: 3 clusters Score -1939990 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1943057.375000 Penalty: 3073.082031
	Iteration 1F: 3 clusters Score -1943057 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1943303.750000 Penalty: 3073.082031
	Iteration 2F: 3 clusters Score -1943304 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1943489.750000 Penalty: 3073.082031
	Iteration 3Q: 3 clusters Score -1943490 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1943653.625000 Penalty: 3073.082031
	Iteration 4Q: 3 clusters Score -1943654 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1943793.875000 Penalty: 3073.082031
	Iteration 5Q: 3 clusters Score -1943794 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1943928.625000 Penalty: 3073.082031
	Iteration 6Q: 3 clusters Score -1943929 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1944080.500000 Penalty: 3073.082031
	Iteration 7Q: 3 clusters Score -1944080 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1944207.750000 Penalty: 3073.082031
	Iteration 8Q: 3 clusters Score -1944208 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1944339.375000 Penalty: 3073.082031
	Iteration 9Q: 3 clusters Score -1944339 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1944466.375000 Penalty: 3073.082031
	Iteration 10Q: 3 clusters Score -1944466 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1944572.750000 Penalty: 3073.082031
	Iteration 11Q: 3 clusters Score -1944573 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1944665.875000 Penalty: 3073.082031
	Iteration 12Q: 3 clusters Score -1944666 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1944779.375000 Penalty: 3073.082031
	Iteration 13Q: 3 clusters Score -1944779 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1944905.250000 Penalty: 3073.082031
	Iteration 14Q: 3 clusters Score -1944905 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1945067.000000 Penalty: 3073.082031
	Iteration 15Q: 3 clusters Score -1945067 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1945255.000000 Penalty: 3073.082031
	Iteration 16Q: 3 clusters Score -1945255 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1945447.750000 Penalty: 3073.082031
	Iteration 17Q: 3 clusters Score -1945448 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1945645.000000 Penalty: 3073.082031
	Iteration 18Q: 3 clusters Score -1945645 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1945829.375000 Penalty: 3073.082031
	Iteration 19Q: 3 clusters Score -1945829 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1945956.875000 Penalty: 3073.082031
	Iteration 20F: 3 clusters Score -1945957 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1946043.375000 Penalty: 3073.082031
	Iteration 21Q: 3 clusters Score -1946043 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1946101.250000 Penalty: 3073.082031
	Iteration 22Q: 3 clusters Score -1946101 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1946154.500000 Penalty: 3073.082031
	Iteration 23Q: 3 clusters Score -1946154 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1946204.750000 Penalty: 3073.082031
	Iteration 24Q: 3 clusters Score -1946205 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1946253.750000 Penalty: 3073.082031
	Iteration 25Q: 3 clusters Score -1946254 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1946298.625000 Penalty: 3073.082031
	Iteration 26Q: 3 clusters Score -1946299 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1946348.375000 Penalty: 3073.082031
	Iteration 27Q: 3 clusters Score -1946348 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1946389.500000 Penalty: 3073.082031
	Iteration 28Q: 3 clusters Score -1946390 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1946443.875000 Penalty: 3073.082031
	Iteration 29Q: 3 clusters Score -1946444 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1946521.250000 Penalty: 3073.082031
	Iteration 30Q: 3 clusters Score -1946521 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1946607.000000 Penalty: 3073.082031
	Iteration 31Q: 3 clusters Score -1946607 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1946669.625000 Penalty: 3073.082031
	Iteration 32Q: 3 clusters Score -1946670 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1946719.000000 Penalty: 3073.082031
	Iteration 33Q: 3 clusters Score -1946719 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1946771.250000 Penalty: 3073.082031
	Iteration 34Q: 3 clusters Score -1946771 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1946833.250000 Penalty: 3073.082031
	Iteration 35Q: 3 clusters Score -1946833 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1946888.000000 Penalty: 3073.082031
	Iteration 36Q: 3 clusters Score -1946888 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1946930.500000 Penalty: 3073.082031
	Iteration 37Q: 3 clusters Score -1946930 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1946965.500000 Penalty: 3073.082031
	Iteration 38Q: 3 clusters Score -1946966 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1947001.000000 Penalty: 3073.082031
	Iteration 39Q: 3 clusters Score -1947001 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1947024.375000 Penalty: 3073.082031
	Iteration 40F: 3 clusters Score -1947024 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1947041.375000 Penalty: 3073.082031
	Iteration 41Q: 3 clusters Score -1947041 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1947063.125000 Penalty: 3073.082031
	Iteration 42Q: 3 clusters Score -1947063 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1947068.750000 Penalty: 3073.082031
	Iteration 43Q: 3 clusters Score -1947069 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1947077.625000 Penalty: 3073.082031
	Iteration 44Q: 3 clusters Score -1947078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1947096.750000 Penalty: 3073.082031
	Iteration 45Q: 3 clusters Score -1947097 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1947105.875000 Penalty: 3073.082031
	Iteration 46Q: 3 clusters Score -1947106 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1947115.875000 Penalty: 3073.082031
	Iteration 47Q: 3 clusters Score -1947116 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1947129.125000 Penalty: 3073.082031
	Iteration 48Q: 3 clusters Score -1947129 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1947142.750000 Penalty: 3073.082031
	Iteration 49Q: 3 clusters Score -1947143 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1947160.000000 Penalty: 3073.082031
	Iteration 50Q: 3 clusters Score -1947160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1947177.500000 Penalty: 3073.082031
	Iteration 51Q: 3 clusters Score -1947178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1947187.125000 Penalty: 3073.082031
	Iteration 52Q: 3 clusters Score -1947187 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1947201.500000 Penalty: 3073.082031
	Iteration 53Q: 3 clusters Score -1947202 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1947218.375000 Penalty: 3073.082031
	Iteration 54Q: 3 clusters Score -1947218 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1947232.000000 Penalty: 3073.082031
	Iteration 55Q: 3 clusters Score -1947232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1947236.000000 Penalty: 3073.082031
	Iteration 56Q: 3 clusters Score -1947236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1947247.500000 Penalty: 3073.082031
	Iteration 57Q: 3 clusters Score -1947248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1947260.250000 Penalty: 3073.082031
	Iteration 58Q: 3 clusters Score -1947260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1947262.625000 Penalty: 3073.082031
	Iteration 59Q: 3 clusters Score -1947263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1947273.125000 Penalty: 3073.082031
	Iteration 60F: 3 clusters Score -1947273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1947281.625000 Penalty: 3073.082031
	Iteration 61Q: 3 clusters Score -1947282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1947287.500000 Penalty: 3073.082031
	Iteration 62Q: 3 clusters Score -1947288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1947301.000000 Penalty: 3073.082031
	Iteration 63Q: 3 clusters Score -1947301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1947307.500000 Penalty: 3073.082031
	Iteration 64Q: 3 clusters Score -1947308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1947316.625000 Penalty: 3073.082031
	Iteration 65Q: 3 clusters Score -1947317 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1947329.875000 Penalty: 3073.082031
	Iteration 66Q: 3 clusters Score -1947330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1947339.125000 Penalty: 3073.082031
	Iteration 67Q: 3 clusters Score -1947339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1947343.250000 Penalty: 3073.082031
	Iteration 68Q: 3 clusters Score -1947343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1947349.625000 Penalty: 3073.082031
	Iteration 69Q: 3 clusters Score -1947350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1947360.750000 Penalty: 3073.082031
	Iteration 70Q: 3 clusters Score -1947361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1947371.000000 Penalty: 3073.082031
	Iteration 71Q: 3 clusters Score -1947371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1947381.750000 Penalty: 3073.082031
	Iteration 72Q: 3 clusters Score -1947382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1947391.000000 Penalty: 3073.082031
	Iteration 73Q: 3 clusters Score -1947391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1947396.250000 Penalty: 3073.082031
	Iteration 74Q: 3 clusters Score -1947396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1947407.250000 Penalty: 3073.082031
	Iteration 75Q: 3 clusters Score -1947407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1947409.625000 Penalty: 3073.082031
	Iteration 76Q: 3 clusters Score -1947410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1947412.625000 Penalty: 3073.082031
	Iteration 77Q: 3 clusters Score -1947413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1947420.625000 Penalty: 3073.082031
	Iteration 78Q: 3 clusters Score -1947421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1947430.125000 Penalty: 3073.082031
	Iteration 79Q: 3 clusters Score -1947430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1947440.750000 Penalty: 3073.082031
	Iteration 80F: 3 clusters Score -1947441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1947439.625000 Penalty: 3073.082031
	Iteration 81Q: 3 clusters Score -1947440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1947441.750000 Penalty: 3073.082031
	Iteration 82Q: 3 clusters Score -1947442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1947445.125000 Penalty: 3073.082031
	Iteration 83Q: 3 clusters Score -1947445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1947447.125000 Penalty: 3073.082031
	Iteration 84Q: 3 clusters Score -1947447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1947446.250000 Penalty: 3073.082031
	Iteration 85Q: 3 clusters Score -1947446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1947449.875000 Penalty: 3073.082031
	Iteration 86Q: 3 clusters Score -1947450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1947452.000000 Penalty: 3073.082031
	Iteration 87Q: 3 clusters Score -1947452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1947451.875000 Penalty: 3073.082031
	Iteration 88Q: 3 clusters Score -1947452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1947453.125000 Penalty: 3073.082031
	Iteration 89Q: 3 clusters Score -1947453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1947453.375000 Penalty: 3073.082031
	Iteration 90Q: 3 clusters Score -1947453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1947451.625000 Penalty: 3073.082031
	Iteration 91Q: 3 clusters Score -1947452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1947452.000000 Penalty: 3073.082031
	Iteration 92Q: 3 clusters Score -1947452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1947452.000000 Penalty: 3073.082031
	Iteration 93F: 3 clusters Score -1947452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Entering Unmasked Estep 
Score: -509096.437500 Penalty: 1325.572754
	Iteration 0F: 2 clusters Score -509096.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -506074.562500 Penalty: 2651.145508
	Iteration 0F: 3 clusters Score -506074.6 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -506839.468750 Penalty: 2651.145508
	Iteration 1F: 3 clusters Score -506839.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -506992.312500 Penalty: 2651.145508
	Iteration 2F: 3 clusters Score -506992.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -507107.906250 Penalty: 2651.145508
	Iteration 3F: 3 clusters Score -507107.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -507191.843750 Penalty: 2651.145508
	Iteration 4Q: 3 clusters Score -507191.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -507260.437500 Penalty: 2651.145508
	Iteration 5Q: 3 clusters Score -507260.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -507314.812500 Penalty: 2651.145508
	Iteration 6Q: 3 clusters Score -507314.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -507369.031250 Penalty: 2651.145508
	Iteration 7Q: 3 clusters Score -507369 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -507414.593750 Penalty: 2651.145508
	Iteration 8Q: 3 clusters Score -507414.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -507451.718750 Penalty: 2651.145508
	Iteration 9Q: 3 clusters Score -507451.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -507483.593750 Penalty: 2651.145508
	Iteration 10Q: 3 clusters Score -507483.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -507510.750000 Penalty: 2651.145508
	Iteration 11Q: 3 clusters Score -507510.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -507538.000000 Penalty: 2651.145508
	Iteration 12Q: 3 clusters Score -507538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -507568.406250 Penalty: 2651.145508
	Iteration 13Q: 3 clusters Score -507568.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -507599.906250 Penalty: 2651.145508
	Iteration 14Q: 3 clusters Score -507599.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -507636.312500 Penalty: 2651.145508
	Iteration 15Q: 3 clusters Score -507636.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -507665.250000 Penalty: 2651.145508
	Iteration 16Q: 3 clusters Score -507665.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -507691.875000 Penalty: 2651.145508
	Iteration 17Q: 3 clusters Score -507691.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -507719.875000 Penalty: 2651.145508
	Iteration 18Q: 3 clusters Score -507719.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -507758.218750 Penalty: 2651.145508
	Iteration 19Q: 3 clusters Score -507758.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -507793.250000 Penalty: 2651.145508
	Iteration 20F: 3 clusters Score -507793.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -507827.281250 Penalty: 2651.145508
	Iteration 21Q: 3 clusters Score -507827.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -507852.781250 Penalty: 2651.145508
	Iteration 22Q: 3 clusters Score -507852.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -507870.750000 Penalty: 2651.145508
	Iteration 23Q: 3 clusters Score -507870.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -507888.531250 Penalty: 2651.145508
	Iteration 24Q: 3 clusters Score -507888.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -507897.531250 Penalty: 2651.145508
	Iteration 25Q: 3 clusters Score -507897.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -507903.500000 Penalty: 2651.145508
	Iteration 26Q: 3 clusters Score -507903.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -507906.218750 Penalty: 2651.145508
	Iteration 27Q: 3 clusters Score -507906.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -507911.781250 Penalty: 2651.145508
	Iteration 28Q: 3 clusters Score -507911.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -507917.218750 Penalty: 2651.145508
	Iteration 29Q: 3 clusters Score -507917.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -507920.781250 Penalty: 2651.145508
	Iteration 30Q: 3 clusters Score -507920.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -507922.843750 Penalty: 2651.145508
	Iteration 31Q: 3 clusters Score -507922.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -507925.250000 Penalty: 2651.145508
	Iteration 32Q: 3 clusters Score -507925.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -507927.531250 Penalty: 2651.145508
	Iteration 33Q: 3 clusters Score -507927.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -507931.156250 Penalty: 2651.145508
	Iteration 34Q: 3 clusters Score -507931.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -507932.875000 Penalty: 2651.145508
	Iteration 35Q: 3 clusters Score -507932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -507934.187500 Penalty: 2651.145508
	Iteration 36Q: 3 clusters Score -507934.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -507934.406250 Penalty: 2651.145508
	Iteration 37Q: 3 clusters Score -507934.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -507934.250000 Penalty: 2651.145508
	Iteration 38Q: 3 clusters Score -507934.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -507935.125000 Penalty: 2651.145508
	Iteration 39Q: 3 clusters Score -507935.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -507935.125000 Penalty: 2651.145508
	Iteration 40F: 3 clusters Score -507935.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -189679.671875 Penalty: 1162.751953
	Iteration 0F: 2 clusters Score -189679.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -188097.921875 Penalty: 2325.503906
	Iteration 0F: 3 clusters Score -188097.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -188399.031250 Penalty: 2325.503906
	Iteration 1F: 3 clusters Score -188399 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -188474.656250 Penalty: 2325.503906
	Iteration 2F: 3 clusters Score -188474.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -188507.781250 Penalty: 2325.503906
	Iteration 3Q: 3 clusters Score -188507.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -188528.390625 Penalty: 2325.503906
	Iteration 4Q: 3 clusters Score -188528.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -188547.812500 Penalty: 2325.503906
	Iteration 5Q: 3 clusters Score -188547.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -188557.546875 Penalty: 2325.503906
	Iteration 6Q: 3 clusters Score -188557.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -188567.343750 Penalty: 2325.503906
	Iteration 7Q: 3 clusters Score -188567.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -188573.921875 Penalty: 2325.503906
	Iteration 8Q: 3 clusters Score -188573.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -188575.359375 Penalty: 2325.503906
	Iteration 9Q: 3 clusters Score -188575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -188576.390625 Penalty: 2325.503906
	Iteration 10Q: 3 clusters Score -188576.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -188576.390625 Penalty: 2325.503906
	Iteration 11F: 3 clusters Score -188576.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (14626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Entering Unmasked Estep 
Score: -2220900.750000 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -2220901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2210872.750000 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -2210873 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2214403.750000 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -2214404 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2214726.750000 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -2214727 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2215017.250000 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -2215017 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2215275.500000 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -2215276 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2215515.250000 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -2215515 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2215770.250000 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -2215770 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2215998.000000 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -2215998 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2216241.000000 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -2216241 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2216473.000000 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -2216473 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2216682.750000 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -2216683 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2216865.250000 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -2216865 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2217018.750000 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -2217019 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2217187.500000 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -2217188 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2217373.500000 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -2217374 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2217549.250000 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -2217549 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2217708.000000 Penalty: 3116.930664
	Iteration 16Q: 3 clusters Score -2217708 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2217862.000000 Penalty: 3116.930664
	Iteration 17Q: 3 clusters Score -2217862 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2218026.250000 Penalty: 3116.930664
	Iteration 18Q: 3 clusters Score -2218026 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2218184.000000 Penalty: 3116.930664
	Iteration 19Q: 3 clusters Score -2218184 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2218335.250000 Penalty: 3116.930664
	Iteration 20F: 3 clusters Score -2218335 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2218506.750000 Penalty: 3116.930664
	Iteration 21Q: 3 clusters Score -2218507 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2218657.750000 Penalty: 3116.930664
	Iteration 22Q: 3 clusters Score -2218658 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2218776.750000 Penalty: 3116.930664
	Iteration 23Q: 3 clusters Score -2218777 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2218911.250000 Penalty: 3116.930664
	Iteration 24Q: 3 clusters Score -2218911 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2219044.000000 Penalty: 3116.930664
	Iteration 25Q: 3 clusters Score -2219044 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2219156.250000 Penalty: 3116.930664
	Iteration 26Q: 3 clusters Score -2219156 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2219238.500000 Penalty: 3116.930664
	Iteration 27Q: 3 clusters Score -2219238 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2219316.000000 Penalty: 3116.930664
	Iteration 28Q: 3 clusters Score -2219316 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2219382.000000 Penalty: 3116.930664
	Iteration 29Q: 3 clusters Score -2219382 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2219422.250000 Penalty: 3116.930664
	Iteration 30Q: 3 clusters Score -2219422 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2219467.250000 Penalty: 3116.930664
	Iteration 31Q: 3 clusters Score -2219467 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2219504.000000 Penalty: 3116.930664
	Iteration 32Q: 3 clusters Score -2219504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2219546.250000 Penalty: 3116.930664
	Iteration 33Q: 3 clusters Score -2219546 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2219584.250000 Penalty: 3116.930664
	Iteration 34Q: 3 clusters Score -2219584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2219615.500000 Penalty: 3116.930664
	Iteration 35Q: 3 clusters Score -2219616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2219622.250000 Penalty: 3116.930664
	Iteration 36Q: 3 clusters Score -2219622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2219634.750000 Penalty: 3116.930664
	Iteration 37Q: 3 clusters Score -2219635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2219638.750000 Penalty: 3116.930664
	Iteration 38Q: 3 clusters Score -2219639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2219646.250000 Penalty: 3116.930664
	Iteration 39Q: 3 clusters Score -2219646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2219654.250000 Penalty: 3116.930664
	Iteration 40F: 3 clusters Score -2219654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2219661.000000 Penalty: 3116.930664
	Iteration 41Q: 3 clusters Score -2219661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2219662.500000 Penalty: 3116.930664
	Iteration 42Q: 3 clusters Score -2219662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2219664.000000 Penalty: 3116.930664
	Iteration 43Q: 3 clusters Score -2219664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2219666.750000 Penalty: 3116.930664
	Iteration 44Q: 3 clusters Score -2219667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2219671.000000 Penalty: 3116.930664
	Iteration 45Q: 3 clusters Score -2219671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2219673.000000 Penalty: 3116.930664
	Iteration 46Q: 3 clusters Score -2219673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2219673.000000 Penalty: 3116.930664
	Iteration 47F: 3 clusters Score -2219673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Entering Unmasked Estep 
Score: -782647.437500 Penalty: 1416.623291
	Iteration 0F: 2 clusters Score -782647.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -777991.125000 Penalty: 2833.246582
	Iteration 0F: 3 clusters Score -777991.1 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -779487.562500 Penalty: 2833.246582
	Iteration 1F: 3 clusters Score -779487.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -779764.687500 Penalty: 2833.246582
	Iteration 2F: 3 clusters Score -779764.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -779960.750000 Penalty: 2833.246582
	Iteration 3F: 3 clusters Score -779960.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -780121.687500 Penalty: 2833.246582
	Iteration 4F: 3 clusters Score -780121.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -780233.875000 Penalty: 2833.246582
	Iteration 5Q: 3 clusters Score -780233.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -780327.000000 Penalty: 2833.246582
	Iteration 6Q: 3 clusters Score -780327 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -780408.562500 Penalty: 2833.246582
	Iteration 7Q: 3 clusters Score -780408.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -780482.875000 Penalty: 2833.246582
	Iteration 8Q: 3 clusters Score -780482.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -780549.375000 Penalty: 2833.246582
	Iteration 9Q: 3 clusters Score -780549.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -780614.125000 Penalty: 2833.246582
	Iteration 10Q: 3 clusters Score -780614.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -780672.687500 Penalty: 2833.246582
	Iteration 11Q: 3 clusters Score -780672.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -780724.312500 Penalty: 2833.246582
	Iteration 12Q: 3 clusters Score -780724.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -780776.750000 Penalty: 2833.246582
	Iteration 13Q: 3 clusters Score -780776.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -780832.812500 Penalty: 2833.246582
	Iteration 14Q: 3 clusters Score -780832.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -780878.812500 Penalty: 2833.246582
	Iteration 15Q: 3 clusters Score -780878.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -780912.125000 Penalty: 2833.246582
	Iteration 16Q: 3 clusters Score -780912.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -780946.937500 Penalty: 2833.246582
	Iteration 17Q: 3 clusters Score -780946.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -780988.125000 Penalty: 2833.246582
	Iteration 18Q: 3 clusters Score -780988.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -781026.562500 Penalty: 2833.246582
	Iteration 19Q: 3 clusters Score -781026.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -781077.687500 Penalty: 2833.246582
	Iteration 20F: 3 clusters Score -781077.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -781120.312500 Penalty: 2833.246582
	Iteration 21Q: 3 clusters Score -781120.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -781153.687500 Penalty: 2833.246582
	Iteration 22Q: 3 clusters Score -781153.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -781170.812500 Penalty: 2833.246582
	Iteration 23Q: 3 clusters Score -781170.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -781187.687500 Penalty: 2833.246582
	Iteration 24Q: 3 clusters Score -781187.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -781205.687500 Penalty: 2833.246582
	Iteration 25Q: 3 clusters Score -781205.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -781222.312500 Penalty: 2833.246582
	Iteration 26Q: 3 clusters Score -781222.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -781240.125000 Penalty: 2833.246582
	Iteration 27Q: 3 clusters Score -781240.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -781251.312500 Penalty: 2833.246582
	Iteration 28Q: 3 clusters Score -781251.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -781262.687500 Penalty: 2833.246582
	Iteration 29Q: 3 clusters Score -781262.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -781269.875000 Penalty: 2833.246582
	Iteration 30Q: 3 clusters Score -781269.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -781274.375000 Penalty: 2833.246582
	Iteration 31Q: 3 clusters Score -781274.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -781279.000000 Penalty: 2833.246582
	Iteration 32Q: 3 clusters Score -781279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -781285.937500 Penalty: 2833.246582
	Iteration 33Q: 3 clusters Score -781285.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -781291.375000 Penalty: 2833.246582
	Iteration 34Q: 3 clusters Score -781291.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -781295.312500 Penalty: 2833.246582
	Iteration 35Q: 3 clusters Score -781295.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -781300.437500 Penalty: 2833.246582
	Iteration 36Q: 3 clusters Score -781300.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -781304.062500 Penalty: 2833.246582
	Iteration 37Q: 3 clusters Score -781304.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -781310.500000 Penalty: 2833.246582
	Iteration 38Q: 3 clusters Score -781310.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -781320.312500 Penalty: 2833.246582
	Iteration 39Q: 3 clusters Score -781320.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -781327.312500 Penalty: 2833.246582
	Iteration 40F: 3 clusters Score -781327.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -781332.312500 Penalty: 2833.246582
	Iteration 41Q: 3 clusters Score -781332.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -781339.500000 Penalty: 2833.246582
	Iteration 42Q: 3 clusters Score -781339.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -781341.937500 Penalty: 2833.246582
	Iteration 43Q: 3 clusters Score -781341.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -781341.250000 Penalty: 2833.246582
	Iteration 44Q: 3 clusters Score -781341.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -781342.812500 Penalty: 2833.246582
	Iteration 45Q: 3 clusters Score -781342.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -781348.312500 Penalty: 2833.246582
	Iteration 46Q: 3 clusters Score -781348.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -781349.375000 Penalty: 2833.246582
	Iteration 47Q: 3 clusters Score -781349.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -781350.250000 Penalty: 2833.246582
	Iteration 48Q: 3 clusters Score -781350.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -781351.187500 Penalty: 2833.246582
	Iteration 49Q: 3 clusters Score -781351.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -781352.500000 Penalty: 2833.246582
	Iteration 50Q: 3 clusters Score -781352.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -781352.687500 Penalty: 2833.246582
	Iteration 51Q: 3 clusters Score -781352.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -781353.687500 Penalty: 2833.246582
	Iteration 52Q: 3 clusters Score -781353.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -781352.875000 Penalty: 2833.246582
	Iteration 53Q: 3 clusters Score -781352.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -781352.937500 Penalty: 2833.246582
	Iteration 54Q: 3 clusters Score -781352.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -781354.500000 Penalty: 2833.246582
	Iteration 55Q: 3 clusters Score -781354.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -781354.500000 Penalty: 2833.246582
	Iteration 56F: 3 clusters Score -781354.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Entering Unmasked Estep 
Score: -629142.250000 Penalty: 1374.575806
	Iteration 0F: 2 clusters Score -629142.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -625371.375000 Penalty: 2749.151611
	Iteration 0F: 3 clusters Score -625371.4 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -626555.000000 Penalty: 2749.151611
	Iteration 1F: 3 clusters Score -626555 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -626986.875000 Penalty: 2749.151611
	Iteration 2F: 3 clusters Score -626986.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -627464.062500 Penalty: 2749.151611
	Iteration 3F: 3 clusters Score -627464.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -627860.625000 Penalty: 2749.151611
	Iteration 4F: 3 clusters Score -627860.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -628138.625000 Penalty: 2749.151611
	Iteration 5F: 3 clusters Score -628138.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -628356.687500 Penalty: 2749.151611
	Iteration 6F: 3 clusters Score -628356.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -628528.062500 Penalty: 2749.151611
	Iteration 7Q: 3 clusters Score -628528.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -628635.750000 Penalty: 2749.151611
	Iteration 8Q: 3 clusters Score -628635.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -628703.687500 Penalty: 2749.151611
	Iteration 9Q: 3 clusters Score -628703.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -628749.000000 Penalty: 2749.151611
	Iteration 10Q: 3 clusters Score -628749 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -628783.000000 Penalty: 2749.151611
	Iteration 11Q: 3 clusters Score -628783 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -628808.562500 Penalty: 2749.151611
	Iteration 12Q: 3 clusters Score -628808.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -628824.875000 Penalty: 2749.151611
	Iteration 13Q: 3 clusters Score -628824.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -628837.750000 Penalty: 2749.151611
	Iteration 14Q: 3 clusters Score -628837.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -628848.125000 Penalty: 2749.151611
	Iteration 15Q: 3 clusters Score -628848.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -628853.625000 Penalty: 2749.151611
	Iteration 16Q: 3 clusters Score -628853.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -628857.312500 Penalty: 2749.151611
	Iteration 17Q: 3 clusters Score -628857.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -628860.750000 Penalty: 2749.151611
	Iteration 18Q: 3 clusters Score -628860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -628860.875000 Penalty: 2749.151611
	Iteration 19Q: 3 clusters Score -628860.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -628863.625000 Penalty: 2749.151611
	Iteration 20F: 3 clusters Score -628863.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -628865.750000 Penalty: 2749.151611
	Iteration 21Q: 3 clusters Score -628865.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -628866.687500 Penalty: 2749.151611
	Iteration 22Q: 3 clusters Score -628866.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -628865.875000 Penalty: 2749.151611
	Iteration 23Q: 3 clusters Score -628865.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -628866.812500 Penalty: 2749.151611
	Iteration 24Q: 3 clusters Score -628866.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -628868.812500 Penalty: 2749.151611
	Iteration 25Q: 3 clusters Score -628868.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -628868.812500 Penalty: 2749.151611
	Iteration 26F: 3 clusters Score -628868.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Entering Unmasked Estep 
Score: -150825.734375 Penalty: 1148.992676
	Iteration 0F: 2 clusters Score -150825.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -149269.609375 Penalty: 2297.985352
	Iteration 0F: 3 clusters Score -149269.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -149606.484375 Penalty: 2297.985352
	Iteration 1F: 3 clusters Score -149606.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -149743.937500 Penalty: 2297.985352
	Iteration 2F: 3 clusters Score -149743.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -149836.421875 Penalty: 2297.985352
	Iteration 3F: 3 clusters Score -149836.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -149909.312500 Penalty: 2297.985352
	Iteration 4Q: 3 clusters Score -149909.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -149976.500000 Penalty: 2297.985352
	Iteration 5Q: 3 clusters Score -149976.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -150032.984375 Penalty: 2297.985352
	Iteration 6Q: 3 clusters Score -150033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -150067.796875 Penalty: 2297.985352
	Iteration 7Q: 3 clusters Score -150067.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -150081.812500 Penalty: 2297.985352
	Iteration 8Q: 3 clusters Score -150081.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -150099.406250 Penalty: 2297.985352
	Iteration 9Q: 3 clusters Score -150099.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -150119.734375 Penalty: 2297.985352
	Iteration 10Q: 3 clusters Score -150119.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -150134.093750 Penalty: 2297.985352
	Iteration 11Q: 3 clusters Score -150134.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -150150.500000 Penalty: 2297.985352
	Iteration 12Q: 3 clusters Score -150150.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -150165.265625 Penalty: 2297.985352
	Iteration 13Q: 3 clusters Score -150165.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -150177.046875 Penalty: 2297.985352
	Iteration 14Q: 3 clusters Score -150177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -150185.781250 Penalty: 2297.985352
	Iteration 15Q: 3 clusters Score -150185.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -150189.000000 Penalty: 2297.985352
	Iteration 16Q: 3 clusters Score -150189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -150191.375000 Penalty: 2297.985352
	Iteration 17Q: 3 clusters Score -150191.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -150192.078125 Penalty: 2297.985352
	Iteration 18Q: 3 clusters Score -150192.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -150192.078125 Penalty: 2297.985352
	Iteration 19F: 3 clusters Score -150192.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Entering Unmasked Estep 
Score: -251835.656250 Penalty: 1231.365479
	Iteration 0F: 2 clusters Score -251835.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -249756.718750 Penalty: 2462.730957
	Iteration 0F: 3 clusters Score -249756.7 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -250276.906250 Penalty: 2462.730957
	Iteration 1F: 3 clusters Score -250276.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -250399.593750 Penalty: 2462.730957
	Iteration 2F: 3 clusters Score -250399.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -250487.703125 Penalty: 2462.730957
	Iteration 3F: 3 clusters Score -250487.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -250552.953125 Penalty: 2462.730957
	Iteration 4Q: 3 clusters Score -250553 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -250620.703125 Penalty: 2462.730957
	Iteration 5Q: 3 clusters Score -250620.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -250682.093750 Penalty: 2462.730957
	Iteration 6Q: 3 clusters Score -250682.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -250746.843750 Penalty: 2462.730957
	Iteration 7Q: 3 clusters Score -250746.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -250804.765625 Penalty: 2462.730957
	Iteration 8Q: 3 clusters Score -250804.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -250837.984375 Penalty: 2462.730957
	Iteration 9Q: 3 clusters Score -250838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -250862.453125 Penalty: 2462.730957
	Iteration 10Q: 3 clusters Score -250862.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -250888.531250 Penalty: 2462.730957
	Iteration 11Q: 3 clusters Score -250888.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -250910.031250 Penalty: 2462.730957
	Iteration 12Q: 3 clusters Score -250910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -250931.375000 Penalty: 2462.730957
	Iteration 13Q: 3 clusters Score -250931.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -250951.015625 Penalty: 2462.730957
	Iteration 14Q: 3 clusters Score -250951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -250966.046875 Penalty: 2462.730957
	Iteration 15Q: 3 clusters Score -250966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -250980.984375 Penalty: 2462.730957
	Iteration 16Q: 3 clusters Score -250981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -250989.171875 Penalty: 2462.730957
	Iteration 17Q: 3 clusters Score -250989.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -250996.703125 Penalty: 2462.730957
	Iteration 18Q: 3 clusters Score -250996.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -251003.812500 Penalty: 2462.730957
	Iteration 19Q: 3 clusters Score -251003.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -251012.968750 Penalty: 2462.730957
	Iteration 20F: 3 clusters Score -251013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -251016.640625 Penalty: 2462.730957
	Iteration 21Q: 3 clusters Score -251016.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -251023.890625 Penalty: 2462.730957
	Iteration 22Q: 3 clusters Score -251023.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -251030.031250 Penalty: 2462.730957
	Iteration 23Q: 3 clusters Score -251030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -251038.046875 Penalty: 2462.730957
	Iteration 24Q: 3 clusters Score -251038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -251044.953125 Penalty: 2462.730957
	Iteration 25Q: 3 clusters Score -251045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -251054.250000 Penalty: 2462.730957
	Iteration 26Q: 3 clusters Score -251054.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -251061.406250 Penalty: 2462.730957
	Iteration 27Q: 3 clusters Score -251061.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -251066.562500 Penalty: 2462.730957
	Iteration 28Q: 3 clusters Score -251066.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -251073.531250 Penalty: 2462.730957
	Iteration 29Q: 3 clusters Score -251073.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -251078.953125 Penalty: 2462.730957
	Iteration 30Q: 3 clusters Score -251079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -251083.312500 Penalty: 2462.730957
	Iteration 31Q: 3 clusters Score -251083.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -251092.468750 Penalty: 2462.730957
	Iteration 32Q: 3 clusters Score -251092.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -251099.000000 Penalty: 2462.730957
	Iteration 33Q: 3 clusters Score -251099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -251103.718750 Penalty: 2462.730957
	Iteration 34Q: 3 clusters Score -251103.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -251106.796875 Penalty: 2462.730957
	Iteration 35Q: 3 clusters Score -251106.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -251110.640625 Penalty: 2462.730957
	Iteration 36Q: 3 clusters Score -251110.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -251112.781250 Penalty: 2462.730957
	Iteration 37Q: 3 clusters Score -251112.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -251114.046875 Penalty: 2462.730957
	Iteration 38Q: 3 clusters Score -251114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -251115.093750 Penalty: 2462.730957
	Iteration 39Q: 3 clusters Score -251115.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -251115.578125 Penalty: 2462.730957
	Iteration 40F: 3 clusters Score -251115.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -251116.578125 Penalty: 2462.730957
	Iteration 41Q: 3 clusters Score -251116.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -251117.671875 Penalty: 2462.730957
	Iteration 42Q: 3 clusters Score -251117.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -251117.671875 Penalty: 2462.730957
	Iteration 43F: 3 clusters Score -251117.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (14964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Entering Unmasked Estep 
Score: -2276246.250000 Penalty: 1562.177856
	Iteration 0F: 2 clusters Score -2276246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2266072.750000 Penalty: 3124.355713
	Iteration 0F: 3 clusters Score -2266073 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2269803.500000 Penalty: 3124.355713
	Iteration 1F: 3 clusters Score -2269804 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2270123.750000 Penalty: 3124.355713
	Iteration 2F: 3 clusters Score -2270124 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2270473.000000 Penalty: 3124.355713
	Iteration 3F: 3 clusters Score -2270473 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2270911.750000 Penalty: 3124.355713
	Iteration 4F: 3 clusters Score -2270912 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2271353.250000 Penalty: 3124.355713
	Iteration 5F: 3 clusters Score -2271353 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2271772.000000 Penalty: 3124.355713
	Iteration 6F: 3 clusters Score -2271772 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2272218.750000 Penalty: 3124.355713
	Iteration 7F: 3 clusters Score -2272219 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2272647.250000 Penalty: 3124.355713
	Iteration 8Q: 3 clusters Score -2272647 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2273061.500000 Penalty: 3124.355713
	Iteration 9Q: 3 clusters Score -2273062 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2273424.250000 Penalty: 3124.355713
	Iteration 10Q: 3 clusters Score -2273424 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2273790.750000 Penalty: 3124.355713
	Iteration 11Q: 3 clusters Score -2273791 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2274083.000000 Penalty: 3124.355713
	Iteration 12Q: 3 clusters Score -2274083 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2274314.250000 Penalty: 3124.355713
	Iteration 13Q: 3 clusters Score -2274314 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2274485.250000 Penalty: 3124.355713
	Iteration 14Q: 3 clusters Score -2274485 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2274608.250000 Penalty: 3124.355713
	Iteration 15Q: 3 clusters Score -2274608 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2274698.750000 Penalty: 3124.355713
	Iteration 16Q: 3 clusters Score -2274699 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2274750.750000 Penalty: 3124.355713
	Iteration 17Q: 3 clusters Score -2274751 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2274780.750000 Penalty: 3124.355713
	Iteration 18Q: 3 clusters Score -2274781 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2274807.750000 Penalty: 3124.355713
	Iteration 19Q: 3 clusters Score -2274808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2274817.250000 Penalty: 3124.355713
	Iteration 20F: 3 clusters Score -2274817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2274830.250000 Penalty: 3124.355713
	Iteration 21Q: 3 clusters Score -2274830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2274839.000000 Penalty: 3124.355713
	Iteration 22Q: 3 clusters Score -2274839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2274848.750000 Penalty: 3124.355713
	Iteration 23Q: 3 clusters Score -2274849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2274869.000000 Penalty: 3124.355713
	Iteration 24Q: 3 clusters Score -2274869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2274875.500000 Penalty: 3124.355713
	Iteration 25Q: 3 clusters Score -2274876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2274882.250000 Penalty: 3124.355713
	Iteration 26Q: 3 clusters Score -2274882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2274884.750000 Penalty: 3124.355713
	Iteration 27Q: 3 clusters Score -2274885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2274889.000000 Penalty: 3124.355713
	Iteration 28Q: 3 clusters Score -2274889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2274890.250000 Penalty: 3124.355713
	Iteration 29Q: 3 clusters Score -2274890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2274891.000000 Penalty: 3124.355713
	Iteration 30Q: 3 clusters Score -2274891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2274894.750000 Penalty: 3124.355713
	Iteration 31Q: 3 clusters Score -2274895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2274898.500000 Penalty: 3124.355713
	Iteration 32Q: 3 clusters Score -2274898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2274907.500000 Penalty: 3124.355713
	Iteration 33Q: 3 clusters Score -2274908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2274913.250000 Penalty: 3124.355713
	Iteration 34Q: 3 clusters Score -2274913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2274914.250000 Penalty: 3124.355713
	Iteration 35Q: 3 clusters Score -2274914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2274912.500000 Penalty: 3124.355713
	Iteration 36Q: 3 clusters Score -2274912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2274911.000000 Penalty: 3124.355713
	Iteration 37Q: 3 clusters Score -2274911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2274912.250000 Penalty: 3124.355713
	Iteration 38Q: 3 clusters Score -2274912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2274912.250000 Penalty: 3124.355713
	Iteration 39F: 3 clusters Score -2274912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (19621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Entering Unmasked Estep 
Score: -2999675.500000 Penalty: 1606.207764
	Iteration 0F: 2 clusters Score -2999676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2987577.500000 Penalty: 3212.415527
	Iteration 0F: 3 clusters Score -2987578 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2992413.250000 Penalty: 3212.415527
	Iteration 1F: 3 clusters Score -2992413 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2992737.250000 Penalty: 3212.415527
	Iteration 2F: 3 clusters Score -2992737 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2993042.000000 Penalty: 3212.415527
	Iteration 3Q: 3 clusters Score -2993042 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2993346.750000 Penalty: 3212.415527
	Iteration 4Q: 3 clusters Score -2993347 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2993700.500000 Penalty: 3212.415527
	Iteration 5Q: 3 clusters Score -2993700 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2994088.000000 Penalty: 3212.415527
	Iteration 6Q: 3 clusters Score -2994088 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2994468.250000 Penalty: 3212.415527
	Iteration 7Q: 3 clusters Score -2994468 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2994845.750000 Penalty: 3212.415527
	Iteration 8Q: 3 clusters Score -2994846 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2995243.250000 Penalty: 3212.415527
	Iteration 9Q: 3 clusters Score -2995243 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2995662.750000 Penalty: 3212.415527
	Iteration 10Q: 3 clusters Score -2995663 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2996123.000000 Penalty: 3212.415527
	Iteration 11Q: 3 clusters Score -2996123 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2996524.000000 Penalty: 3212.415527
	Iteration 12Q: 3 clusters Score -2996524 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2996853.250000 Penalty: 3212.415527
	Iteration 13Q: 3 clusters Score -2996853 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2997119.250000 Penalty: 3212.415527
	Iteration 14Q: 3 clusters Score -2997119 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2997339.750000 Penalty: 3212.415527
	Iteration 15Q: 3 clusters Score -2997340 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2997538.000000 Penalty: 3212.415527
	Iteration 16Q: 3 clusters Score -2997538 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2997725.250000 Penalty: 3212.415527
	Iteration 17Q: 3 clusters Score -2997725 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2997875.750000 Penalty: 3212.415527
	Iteration 18Q: 3 clusters Score -2997876 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2997990.000000 Penalty: 3212.415527
	Iteration 19Q: 3 clusters Score -2997990 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2998067.750000 Penalty: 3212.415527
	Iteration 20F: 3 clusters Score -2998068 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2998112.500000 Penalty: 3212.415527
	Iteration 21Q: 3 clusters Score -2998112 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2998141.750000 Penalty: 3212.415527
	Iteration 22Q: 3 clusters Score -2998142 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2998189.500000 Penalty: 3212.415527
	Iteration 23Q: 3 clusters Score -2998190 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2998208.500000 Penalty: 3212.415527
	Iteration 24Q: 3 clusters Score -2998208 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2998231.250000 Penalty: 3212.415527
	Iteration 25Q: 3 clusters Score -2998231 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2998246.500000 Penalty: 3212.415527
	Iteration 26Q: 3 clusters Score -2998246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2998255.000000 Penalty: 3212.415527
	Iteration 27Q: 3 clusters Score -2998255 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2998261.000000 Penalty: 3212.415527
	Iteration 28Q: 3 clusters Score -2998261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2998268.750000 Penalty: 3212.415527
	Iteration 29Q: 3 clusters Score -2998269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2998275.500000 Penalty: 3212.415527
	Iteration 30Q: 3 clusters Score -2998276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2998279.000000 Penalty: 3212.415527
	Iteration 31Q: 3 clusters Score -2998279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2998278.500000 Penalty: 3212.415527
	Iteration 32Q: 3 clusters Score -2998278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2998283.250000 Penalty: 3212.415527
	Iteration 33Q: 3 clusters Score -2998283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2998286.250000 Penalty: 3212.415527
	Iteration 34Q: 3 clusters Score -2998286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -2998289.500000 Penalty: 3212.415527
	Iteration 35Q: 3 clusters Score -2998290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2998289.000000 Penalty: 3212.415527
	Iteration 36Q: 3 clusters Score -2998289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2998295.000000 Penalty: 3212.415527
	Iteration 37Q: 3 clusters Score -2998295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2998295.500000 Penalty: 3212.415527
	Iteration 38Q: 3 clusters Score -2998296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2998306.500000 Penalty: 3212.415527
	Iteration 39Q: 3 clusters Score -2998306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2998320.750000 Penalty: 3212.415527
	Iteration 40F: 3 clusters Score -2998321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2998321.500000 Penalty: 3212.415527
	Iteration 41Q: 3 clusters Score -2998322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2998318.000000 Penalty: 3212.415527
	Iteration 42Q: 3 clusters Score -2998318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2998320.500000 Penalty: 3212.415527
	Iteration 43Q: 3 clusters Score -2998320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2998328.000000 Penalty: 3212.415527
	Iteration 44Q: 3 clusters Score -2998328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2998331.750000 Penalty: 3212.415527
	Iteration 45Q: 3 clusters Score -2998332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2998341.750000 Penalty: 3212.415527
	Iteration 46Q: 3 clusters Score -2998342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2998341.500000 Penalty: 3212.415527
	Iteration 47Q: 3 clusters Score -2998342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2998345.500000 Penalty: 3212.415527
	Iteration 48Q: 3 clusters Score -2998346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2998352.000000 Penalty: 3212.415527
	Iteration 49Q: 3 clusters Score -2998352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2998355.250000 Penalty: 3212.415527
	Iteration 50Q: 3 clusters Score -2998355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2998355.000000 Penalty: 3212.415527
	Iteration 51Q: 3 clusters Score -2998355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2998358.000000 Penalty: 3212.415527
	Iteration 52Q: 3 clusters Score -2998358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2998355.750000 Penalty: 3212.415527
	Iteration 53Q: 3 clusters Score -2998356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2998358.000000 Penalty: 3212.415527
	Iteration 54Q: 3 clusters Score -2998358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2998359.250000 Penalty: 3212.415527
	Iteration 55Q: 3 clusters Score -2998359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2998356.250000 Penalty: 3212.415527
	Iteration 56Q: 3 clusters Score -2998356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2998363.000000 Penalty: 3212.415527
	Iteration 57Q: 3 clusters Score -2998363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2998360.000000 Penalty: 3212.415527
	Iteration 58Q: 3 clusters Score -2998360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2998360.000000 Penalty: 3212.415527
	Iteration 59F: 3 clusters Score -2998360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Entering Unmasked Estep 
Score: -832141.375000 Penalty: 1410.857422
	Iteration 0F: 2 clusters Score -832141.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -827619.375000 Penalty: 2821.714844
	Iteration 0F: 3 clusters Score -827619.4 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -828949.312500 Penalty: 2821.714844
	Iteration 1F: 3 clusters Score -828949.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -829132.937500 Penalty: 2821.714844
	Iteration 2F: 3 clusters Score -829132.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -829304.375000 Penalty: 2821.714844
	Iteration 3F: 3 clusters Score -829304.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -829428.000000 Penalty: 2821.714844
	Iteration 4Q: 3 clusters Score -829428 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -829517.125000 Penalty: 2821.714844
	Iteration 5Q: 3 clusters Score -829517.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -829578.562500 Penalty: 2821.714844
	Iteration 6Q: 3 clusters Score -829578.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -829622.687500 Penalty: 2821.714844
	Iteration 7Q: 3 clusters Score -829622.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -829661.125000 Penalty: 2821.714844
	Iteration 8Q: 3 clusters Score -829661.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -829710.125000 Penalty: 2821.714844
	Iteration 9Q: 3 clusters Score -829710.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -829752.500000 Penalty: 2821.714844
	Iteration 10Q: 3 clusters Score -829752.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -829797.437500 Penalty: 2821.714844
	Iteration 11Q: 3 clusters Score -829797.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -829838.125000 Penalty: 2821.714844
	Iteration 12Q: 3 clusters Score -829838.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -829887.562500 Penalty: 2821.714844
	Iteration 13Q: 3 clusters Score -829887.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -829938.125000 Penalty: 2821.714844
	Iteration 14Q: 3 clusters Score -829938.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -829995.437500 Penalty: 2821.714844
	Iteration 15Q: 3 clusters Score -829995.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -830062.375000 Penalty: 2821.714844
	Iteration 16Q: 3 clusters Score -830062.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -830122.375000 Penalty: 2821.714844
	Iteration 17Q: 3 clusters Score -830122.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -830182.062500 Penalty: 2821.714844
	Iteration 18Q: 3 clusters Score -830182.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -830246.562500 Penalty: 2821.714844
	Iteration 19Q: 3 clusters Score -830246.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -830327.875000 Penalty: 2821.714844
	Iteration 20F: 3 clusters Score -830327.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -830426.625000 Penalty: 2821.714844
	Iteration 21Q: 3 clusters Score -830426.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -830504.500000 Penalty: 2821.714844
	Iteration 22Q: 3 clusters Score -830504.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -830571.687500 Penalty: 2821.714844
	Iteration 23Q: 3 clusters Score -830571.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -830632.187500 Penalty: 2821.714844
	Iteration 24Q: 3 clusters Score -830632.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -830674.687500 Penalty: 2821.714844
	Iteration 25Q: 3 clusters Score -830674.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -830716.437500 Penalty: 2821.714844
	Iteration 26Q: 3 clusters Score -830716.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -830758.750000 Penalty: 2821.714844
	Iteration 27Q: 3 clusters Score -830758.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -830791.062500 Penalty: 2821.714844
	Iteration 28Q: 3 clusters Score -830791.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -830823.437500 Penalty: 2821.714844
	Iteration 29Q: 3 clusters Score -830823.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -830853.000000 Penalty: 2821.714844
	Iteration 30Q: 3 clusters Score -830853 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -830893.312500 Penalty: 2821.714844
	Iteration 31Q: 3 clusters Score -830893.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -830930.375000 Penalty: 2821.714844
	Iteration 32Q: 3 clusters Score -830930.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -830961.375000 Penalty: 2821.714844
	Iteration 33Q: 3 clusters Score -830961.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -830997.750000 Penalty: 2821.714844
	Iteration 34Q: 3 clusters Score -830997.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -831020.187500 Penalty: 2821.714844
	Iteration 35Q: 3 clusters Score -831020.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -831034.187500 Penalty: 2821.714844
	Iteration 36Q: 3 clusters Score -831034.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -831040.125000 Penalty: 2821.714844
	Iteration 37Q: 3 clusters Score -831040.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -831047.750000 Penalty: 2821.714844
	Iteration 38Q: 3 clusters Score -831047.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -831051.187500 Penalty: 2821.714844
	Iteration 39Q: 3 clusters Score -831051.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -831055.500000 Penalty: 2821.714844
	Iteration 40F: 3 clusters Score -831055.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -831061.875000 Penalty: 2821.714844
	Iteration 41Q: 3 clusters Score -831061.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -831067.875000 Penalty: 2821.714844
	Iteration 42Q: 3 clusters Score -831067.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -831071.687500 Penalty: 2821.714844
	Iteration 43Q: 3 clusters Score -831071.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -831073.812500 Penalty: 2821.714844
	Iteration 44Q: 3 clusters Score -831073.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -831075.937500 Penalty: 2821.714844
	Iteration 45Q: 3 clusters Score -831075.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -831078.562500 Penalty: 2821.714844
	Iteration 46Q: 3 clusters Score -831078.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -831081.562500 Penalty: 2821.714844
	Iteration 47Q: 3 clusters Score -831081.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -831086.500000 Penalty: 2821.714844
	Iteration 48Q: 3 clusters Score -831086.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -831092.500000 Penalty: 2821.714844
	Iteration 49Q: 3 clusters Score -831092.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -831097.187500 Penalty: 2821.714844
	Iteration 50Q: 3 clusters Score -831097.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -831104.875000 Penalty: 2821.714844
	Iteration 51Q: 3 clusters Score -831104.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -831111.687500 Penalty: 2821.714844
	Iteration 52Q: 3 clusters Score -831111.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -831114.125000 Penalty: 2821.714844
	Iteration 53Q: 3 clusters Score -831114.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -831118.125000 Penalty: 2821.714844
	Iteration 54Q: 3 clusters Score -831118.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -831121.625000 Penalty: 2821.714844
	Iteration 55Q: 3 clusters Score -831121.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -831125.500000 Penalty: 2821.714844
	Iteration 56Q: 3 clusters Score -831125.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -831133.875000 Penalty: 2821.714844
	Iteration 57Q: 3 clusters Score -831133.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -831135.500000 Penalty: 2821.714844
	Iteration 58Q: 3 clusters Score -831135.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -831135.687500 Penalty: 2821.714844
	Iteration 59Q: 3 clusters Score -831135.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -831137.562500 Penalty: 2821.714844
	Iteration 60F: 3 clusters Score -831137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -831139.125000 Penalty: 2821.714844
	Iteration 61Q: 3 clusters Score -831139.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -831144.375000 Penalty: 2821.714844
	Iteration 62Q: 3 clusters Score -831144.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -831148.437500 Penalty: 2821.714844
	Iteration 63Q: 3 clusters Score -831148.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -831153.312500 Penalty: 2821.714844
	Iteration 64Q: 3 clusters Score -831153.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -831156.875000 Penalty: 2821.714844
	Iteration 65Q: 3 clusters Score -831156.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -831158.750000 Penalty: 2821.714844
	Iteration 66Q: 3 clusters Score -831158.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -831160.500000 Penalty: 2821.714844
	Iteration 67Q: 3 clusters Score -831160.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -831163.812500 Penalty: 2821.714844
	Iteration 68Q: 3 clusters Score -831163.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -831164.000000 Penalty: 2821.714844
	Iteration 69Q: 3 clusters Score -831164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -831166.437500 Penalty: 2821.714844
	Iteration 70Q: 3 clusters Score -831166.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -831166.375000 Penalty: 2821.714844
	Iteration 71Q: 3 clusters Score -831166.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -831166.375000 Penalty: 2821.714844
	Iteration 72F: 3 clusters Score -831166.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -171482.406250 Penalty: 1172.476440
	Iteration 0F: 2 clusters Score -171482.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -169811.453125 Penalty: 2344.952881
	Iteration 0F: 3 clusters Score -169811.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -170179.484375 Penalty: 2344.952881
	Iteration 1F: 3 clusters Score -170179.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -170280.828125 Penalty: 2344.952881
	Iteration 2F: 3 clusters Score -170280.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -170375.109375 Penalty: 2344.952881
	Iteration 3Q: 3 clusters Score -170375.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -170451.015625 Penalty: 2344.952881
	Iteration 4Q: 3 clusters Score -170451 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -170511.203125 Penalty: 2344.952881
	Iteration 5Q: 3 clusters Score -170511.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -170577.453125 Penalty: 2344.952881
	Iteration 6Q: 3 clusters Score -170577.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -170648.765625 Penalty: 2344.952881
	Iteration 7Q: 3 clusters Score -170648.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -170762.578125 Penalty: 2344.952881
	Iteration 8Q: 3 clusters Score -170762.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -170925.671875 Penalty: 2344.952881
	Iteration 9Q: 3 clusters Score -170925.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -171048.812500 Penalty: 2344.952881
	Iteration 10Q: 3 clusters Score -171048.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -171177.171875 Penalty: 2344.952881
	Iteration 11Q: 3 clusters Score -171177.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -171270.953125 Penalty: 2344.952881
	Iteration 12Q: 3 clusters Score -171271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -171323.296875 Penalty: 2344.952881
	Iteration 13Q: 3 clusters Score -171323.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -171384.437500 Penalty: 2344.952881
	Iteration 14Q: 3 clusters Score -171384.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -171426.781250 Penalty: 2344.952881
	Iteration 15Q: 3 clusters Score -171426.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -171478.031250 Penalty: 2344.952881
	Iteration 16Q: 3 clusters Score -171478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -171507.421875 Penalty: 2344.952881
	Iteration 17Q: 3 clusters Score -171507.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -171526.796875 Penalty: 2344.952881
	Iteration 18Q: 3 clusters Score -171526.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -171538.343750 Penalty: 2344.952881
	Iteration 19Q: 3 clusters Score -171538.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -171545.312500 Penalty: 2344.952881
	Iteration 20F: 3 clusters Score -171545.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -171557.171875 Penalty: 2344.952881
	Iteration 21Q: 3 clusters Score -171557.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -171564.359375 Penalty: 2344.952881
	Iteration 22Q: 3 clusters Score -171564.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -171567.718750 Penalty: 2344.952881
	Iteration 23Q: 3 clusters Score -171567.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -171568.375000 Penalty: 2344.952881
	Iteration 24Q: 3 clusters Score -171568.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -171568.375000 Penalty: 2344.952881
	Iteration 25F: 3 clusters Score -171568.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16508 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22554 members 
Mstep: Class 13 contains 8283 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8084 members 
Mstep: Class 27 contains 12434 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11844 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24810 members 
Mstep: Class 44 contains 16297 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12780 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 593 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22798 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Mstep: Class 81 contains 767 members 
Entering Unmasked Estep 
Score: -85943896.000000 Penalty: 175152.437500
Splitting cluster 65 changes total score from -85944576.000000 to -85943896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (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: -225323.640625 Penalty: 1204.476074
	Iteration 0F: 2 clusters Score -225323.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -223448.437500 Penalty: 2408.952148
	Iteration 0F: 3 clusters Score -223448.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -223849.671875 Penalty: 2408.952148
	Iteration 1F: 3 clusters Score -223849.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -224019.500000 Penalty: 2408.952148
	Iteration 2F: 3 clusters Score -224019.5 nChanged 121
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: -224166.078125 Penalty: 2408.952148
	Iteration 3F: 3 clusters Score -224166.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -224280.125000 Penalty: 2408.952148
	Iteration 4F: 3 clusters Score -224280.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -224371.609375 Penalty: 2408.952148
	Iteration 5Q: 3 clusters Score -224371.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -224442.140625 Penalty: 2408.952148
	Iteration 6Q: 3 clusters Score -224442.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -224498.609375 Penalty: 2408.952148
	Iteration 7Q: 3 clusters Score -224498.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -224544.906250 Penalty: 2408.952148
	Iteration 8Q: 3 clusters Score -224544.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -224566.531250 Penalty: 2408.952148
	Iteration 9Q: 3 clusters Score -224566.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -224586.406250 Penalty: 2408.952148
	Iteration 10Q: 3 clusters Score -224586.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -224606.343750 Penalty: 2408.952148
	Iteration 11Q: 3 clusters Score -224606.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -224616.218750 Penalty: 2408.952148
	Iteration 12Q: 3 clusters Score -224616.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -224619.593750 Penalty: 2408.952148
	Iteration 13Q: 3 clusters Score -224619.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -224621.828125 Penalty: 2408.952148
	Iteration 14Q: 3 clusters Score -224621.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -224622.406250 Penalty: 2408.952148
	Iteration 15Q: 3 clusters Score -224622.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -224623.515625 Penalty: 2408.952148
	Iteration 16Q: 3 clusters Score -224623.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -224625.390625 Penalty: 2408.952148
	Iteration 17Q: 3 clusters Score -224625.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -224626.234375 Penalty: 2408.952148
	Iteration 18Q: 3 clusters Score -224626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -224628.250000 Penalty: 2408.952148
	Iteration 19Q: 3 clusters Score -224628.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -224631.968750 Penalty: 2408.952148
	Iteration 20F: 3 clusters Score -224632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -224637.359375 Penalty: 2408.952148
	Iteration 21Q: 3 clusters Score -224637.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -224640.515625 Penalty: 2408.952148
	Iteration 22Q: 3 clusters Score -224640.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -224642.343750 Penalty: 2408.952148
	Iteration 23Q: 3 clusters Score -224642.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -224644.421875 Penalty: 2408.952148
	Iteration 24Q: 3 clusters Score -224644.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -224646.781250 Penalty: 2408.952148
	Iteration 25Q: 3 clusters Score -224646.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -224653.171875 Penalty: 2408.952148
	Iteration 26Q: 3 clusters Score -224653.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -224655.812500 Penalty: 2408.952148
	Iteration 27Q: 3 clusters Score -224655.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -224657.015625 Penalty: 2408.952148
	Iteration 28Q: 3 clusters Score -224657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -224657.437500 Penalty: 2408.952148
	Iteration 29Q: 3 clusters Score -224657.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -224657.828125 Penalty: 2408.952148
	Iteration 30Q: 3 clusters Score -224657.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -224659.046875 Penalty: 2408.952148
	Iteration 31Q: 3 clusters Score -224659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -224659.671875 Penalty: 2408.952148
	Iteration 32Q: 3 clusters Score -224659.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -224659.859375 Penalty: 2408.952148
	Iteration 33Q: 3 clusters Score -224659.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -224659.859375 Penalty: 2408.952148
	Iteration 34F: 3 clusters Score -224659.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -145235.828125 Penalty: 1146.628418
	Iteration 0F: 2 clusters Score -145235.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -143706.218750 Penalty: 2293.256836
	Iteration 0F: 3 clusters Score -143706.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -144014.750000 Penalty: 2293.256836
	Iteration 1F: 3 clusters Score -144014.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -144115.437500 Penalty: 2293.256836
	Iteration 2F: 3 clusters Score -144115.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -144180.406250 Penalty: 2293.256836
	Iteration 3Q: 3 clusters Score -144180.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -144246.125000 Penalty: 2293.256836
	Iteration 4Q: 3 clusters Score -144246.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -144273.171875 Penalty: 2293.256836
	Iteration 5Q: 3 clusters Score -144273.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -144304.593750 Penalty: 2293.256836
	Iteration 6Q: 3 clusters Score -144304.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -144325.312500 Penalty: 2293.256836
	Iteration 7Q: 3 clusters Score -144325.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -144346.671875 Penalty: 2293.256836
	Iteration 8Q: 3 clusters Score -144346.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -144368.625000 Penalty: 2293.256836
	Iteration 9Q: 3 clusters Score -144368.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -144395.703125 Penalty: 2293.256836
	Iteration 10Q: 3 clusters Score -144395.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -144415.812500 Penalty: 2293.256836
	Iteration 11Q: 3 clusters Score -144415.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -144428.546875 Penalty: 2293.256836
	Iteration 12Q: 3 clusters Score -144428.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -144446.187500 Penalty: 2293.256836
	Iteration 13Q: 3 clusters Score -144446.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -144456.875000 Penalty: 2293.256836
	Iteration 14Q: 3 clusters Score -144456.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -144468.703125 Penalty: 2293.256836
	Iteration 15Q: 3 clusters Score -144468.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -144481.531250 Penalty: 2293.256836
	Iteration 16Q: 3 clusters Score -144481.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -144497.687500 Penalty: 2293.256836
	Iteration 17Q: 3 clusters Score -144497.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -144513.437500 Penalty: 2293.256836
	Iteration 18Q: 3 clusters Score -144513.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -144522.687500 Penalty: 2293.256836
	Iteration 19Q: 3 clusters Score -144522.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -144528.328125 Penalty: 2293.256836
	Iteration 20F: 3 clusters Score -144528.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -144537.781250 Penalty: 2293.256836
	Iteration 21Q: 3 clusters Score -144537.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -144548.812500 Penalty: 2293.256836
	Iteration 22Q: 3 clusters Score -144548.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -144551.859375 Penalty: 2293.256836
	Iteration 23Q: 3 clusters Score -144551.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -144552.781250 Penalty: 2293.256836
	Iteration 24Q: 3 clusters Score -144552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -144553.984375 Penalty: 2293.256836
	Iteration 25Q: 3 clusters Score -144554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -144554.546875 Penalty: 2293.256836
	Iteration 26Q: 3 clusters Score -144554.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -144556.125000 Penalty: 2293.256836
	Iteration 27Q: 3 clusters Score -144556.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -144560.390625 Penalty: 2293.256836
	Iteration 28Q: 3 clusters Score -144560.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -144565.312500 Penalty: 2293.256836
	Iteration 29Q: 3 clusters Score -144565.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -144572.406250 Penalty: 2293.256836
	Iteration 30Q: 3 clusters Score -144572.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -144578.250000 Penalty: 2293.256836
	Iteration 31Q: 3 clusters Score -144578.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -144583.546875 Penalty: 2293.256836
	Iteration 32Q: 3 clusters Score -144583.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -144585.718750 Penalty: 2293.256836
	Iteration 33Q: 3 clusters Score -144585.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -144590.421875 Penalty: 2293.256836
	Iteration 34Q: 3 clusters Score -144590.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -144593.906250 Penalty: 2293.256836
	Iteration 35Q: 3 clusters Score -144593.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -144597.781250 Penalty: 2293.256836
	Iteration 36Q: 3 clusters Score -144597.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -144604.421875 Penalty: 2293.256836
	Iteration 37Q: 3 clusters Score -144604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -144607.421875 Penalty: 2293.256836
	Iteration 38Q: 3 clusters Score -144607.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -144608.718750 Penalty: 2293.256836
	Iteration 39Q: 3 clusters Score -144608.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -144613.265625 Penalty: 2293.256836
	Iteration 40F: 3 clusters Score -144613.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -144616.093750 Penalty: 2293.256836
	Iteration 41Q: 3 clusters Score -144616.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -144618.437500 Penalty: 2293.256836
	Iteration 42Q: 3 clusters Score -144618.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -144622.453125 Penalty: 2293.256836
	Iteration 43Q: 3 clusters Score -144622.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -144625.203125 Penalty: 2293.256836
	Iteration 44Q: 3 clusters Score -144625.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -144627.781250 Penalty: 2293.256836
	Iteration 45Q: 3 clusters Score -144627.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -144630.453125 Penalty: 2293.256836
	Iteration 46Q: 3 clusters Score -144630.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -144635.781250 Penalty: 2293.256836
	Iteration 47Q: 3 clusters Score -144635.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -144639.593750 Penalty: 2293.256836
	Iteration 48Q: 3 clusters Score -144639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -144643.062500 Penalty: 2293.256836
	Iteration 49Q: 3 clusters Score -144643.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -144643.656250 Penalty: 2293.256836
	Iteration 50Q: 3 clusters Score -144643.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -144643.656250 Penalty: 2293.256836
	Iteration 51F: 3 clusters Score -144643.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -142559.609375 Penalty: 1143.944824
	Iteration 0F: 2 clusters Score -142559.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -141027.140625 Penalty: 2287.889648
	Iteration 0F: 3 clusters Score -141027.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -141329.765625 Penalty: 2287.889648
	Iteration 1F: 3 clusters Score -141329.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -141496.687500 Penalty: 2287.889648
	Iteration 2F: 3 clusters Score -141496.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -141644.406250 Penalty: 2287.889648
	Iteration 3F: 3 clusters Score -141644.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -141793.703125 Penalty: 2287.889648
	Iteration 4F: 3 clusters Score -141793.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -141902.546875 Penalty: 2287.889648
	Iteration 5F: 3 clusters Score -141902.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -142061.421875 Penalty: 2287.889648
	Iteration 6Q: 3 clusters Score -142061.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -142158.218750 Penalty: 2287.889648
	Iteration 7Q: 3 clusters Score -142158.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -142219.796875 Penalty: 2287.889648
	Iteration 8Q: 3 clusters Score -142219.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -142243.484375 Penalty: 2287.889648
	Iteration 9Q: 3 clusters Score -142243.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -142251.187500 Penalty: 2287.889648
	Iteration 10Q: 3 clusters Score -142251.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -142257.250000 Penalty: 2287.889648
	Iteration 11Q: 3 clusters Score -142257.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -142261.437500 Penalty: 2287.889648
	Iteration 12Q: 3 clusters Score -142261.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -142268.921875 Penalty: 2287.889648
	Iteration 13Q: 3 clusters Score -142268.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -142274.125000 Penalty: 2287.889648
	Iteration 14Q: 3 clusters Score -142274.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -142276.578125 Penalty: 2287.889648
	Iteration 15Q: 3 clusters Score -142276.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -142282.671875 Penalty: 2287.889648
	Iteration 16Q: 3 clusters Score -142282.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -142302.250000 Penalty: 2287.889648
	Iteration 17Q: 3 clusters Score -142302.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -142317.890625 Penalty: 2287.889648
	Iteration 18Q: 3 clusters Score -142317.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -142332.125000 Penalty: 2287.889648
	Iteration 19Q: 3 clusters Score -142332.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -142344.343750 Penalty: 2287.889648
	Iteration 20F: 3 clusters Score -142344.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -142351.671875 Penalty: 2287.889648
	Iteration 21Q: 3 clusters Score -142351.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -142359.265625 Penalty: 2287.889648
	Iteration 22Q: 3 clusters Score -142359.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -142363.578125 Penalty: 2287.889648
	Iteration 23Q: 3 clusters Score -142363.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -142363.578125 Penalty: 2287.889648
	Iteration 24F: 3 clusters Score -142363.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (22798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Entering Unmasked Estep 
Score: -3471577.500000 Penalty: 1630.594482
	Iteration 0F: 2 clusters Score -3471578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -3457607.000000 Penalty: 3261.188965
	Iteration 0F: 3 clusters Score -3457607 nChanged 10444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -3463530.750000 Penalty: 3261.188965
	Iteration 1F: 3 clusters Score -3463531 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -3464137.250000 Penalty: 3261.188965
	Iteration 2F: 3 clusters Score -3464137 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -3464902.000000 Penalty: 3261.188965
	Iteration 3F: 3 clusters Score -3464902 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3465852.000000 Penalty: 3261.188965
	Iteration 4F: 3 clusters Score -3465852 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3466964.750000 Penalty: 3261.188965
	Iteration 5F: 3 clusters Score -3466965 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3468016.000000 Penalty: 3261.188965
	Iteration 6F: 3 clusters Score -3468016 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3468801.250000 Penalty: 3261.188965
	Iteration 7F: 3 clusters Score -3468801 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3469248.500000 Penalty: 3261.188965
	Iteration 8Q: 3 clusters Score -3469248 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3469525.500000 Penalty: 3261.188965
	Iteration 9Q: 3 clusters Score -3469526 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3469726.750000 Penalty: 3261.188965
	Iteration 10Q: 3 clusters Score -3469727 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3469915.500000 Penalty: 3261.188965
	Iteration 11Q: 3 clusters Score -3469916 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3470009.500000 Penalty: 3261.188965
	Iteration 12Q: 3 clusters Score -3470010 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3470050.000000 Penalty: 3261.188965
	Iteration 13Q: 3 clusters Score -3470050 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3470084.500000 Penalty: 3261.188965
	Iteration 14Q: 3 clusters Score -3470084 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3470112.750000 Penalty: 3261.188965
	Iteration 15Q: 3 clusters Score -3470113 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3470133.500000 Penalty: 3261.188965
	Iteration 16Q: 3 clusters Score -3470134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3470146.500000 Penalty: 3261.188965
	Iteration 17Q: 3 clusters Score -3470146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3470152.500000 Penalty: 3261.188965
	Iteration 18Q: 3 clusters Score -3470152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3470169.250000 Penalty: 3261.188965
	Iteration 19Q: 3 clusters Score -3470169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3470185.000000 Penalty: 3261.188965
	Iteration 20F: 3 clusters Score -3470185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3470184.500000 Penalty: 3261.188965
	Iteration 21Q: 3 clusters Score -3470184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3470192.750000 Penalty: 3261.188965
	Iteration 22Q: 3 clusters Score -3470193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3470196.000000 Penalty: 3261.188965
	Iteration 23Q: 3 clusters Score -3470196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3470211.500000 Penalty: 3261.188965
	Iteration 24Q: 3 clusters Score -3470212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3470220.250000 Penalty: 3261.188965
	Iteration 25Q: 3 clusters Score -3470220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3470230.000000 Penalty: 3261.188965
	Iteration 26Q: 3 clusters Score -3470230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3470233.750000 Penalty: 3261.188965
	Iteration 27Q: 3 clusters Score -3470234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3470235.000000 Penalty: 3261.188965
	Iteration 28Q: 3 clusters Score -3470235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3470237.000000 Penalty: 3261.188965
	Iteration 29Q: 3 clusters Score -3470237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3470237.000000 Penalty: 3261.188965
	Iteration 30Q: 3 clusters Score -3470237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3470239.250000 Penalty: 3261.188965
	Iteration 31Q: 3 clusters Score -3470239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3470237.250000 Penalty: 3261.188965
	Iteration 32Q: 3 clusters Score -3470237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3470241.750000 Penalty: 3261.188965
	Iteration 33Q: 3 clusters Score -3470242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3470238.750000 Penalty: 3261.188965
	Iteration 34Q: 3 clusters Score -3470239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3470239.000000 Penalty: 3261.188965
	Iteration 35Q: 3 clusters Score -3470239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3470240.500000 Penalty: 3261.188965
	Iteration 36Q: 3 clusters Score -3470240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3470239.750000 Penalty: 3261.188965
	Iteration 37Q: 3 clusters Score -3470240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3470238.500000 Penalty: 3261.188965
	Iteration 38Q: 3 clusters Score -3470238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3470239.750000 Penalty: 3261.188965
	Iteration 39Q: 3 clusters Score -3470240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3470239.500000 Penalty: 3261.188965
	Iteration 40F: 3 clusters Score -3470240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (14767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Entering Unmasked Estep 
Score: -2247389.500000 Penalty: 1560.024414
	Iteration 0F: 2 clusters Score -2247390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2237528.750000 Penalty: 3120.048828
	Iteration 0F: 3 clusters Score -2237529 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2241109.750000 Penalty: 3120.048828
	Iteration 1F: 3 clusters Score -2241110 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2241473.000000 Penalty: 3120.048828
	Iteration 2F: 3 clusters Score -2241473 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2241840.000000 Penalty: 3120.048828
	Iteration 3F: 3 clusters Score -2241840 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2242228.000000 Penalty: 3120.048828
	Iteration 4F: 3 clusters Score -2242228 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2242658.750000 Penalty: 3120.048828
	Iteration 5F: 3 clusters Score -2242659 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2243158.250000 Penalty: 3120.048828
	Iteration 6F: 3 clusters Score -2243158 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2243689.250000 Penalty: 3120.048828
	Iteration 7F: 3 clusters Score -2243689 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2244278.750000 Penalty: 3120.048828
	Iteration 8F: 3 clusters Score -2244279 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2244806.000000 Penalty: 3120.048828
	Iteration 9F: 3 clusters Score -2244806 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2245219.250000 Penalty: 3120.048828
	Iteration 10Q: 3 clusters Score -2245219 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2245528.000000 Penalty: 3120.048828
	Iteration 11Q: 3 clusters Score -2245528 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2245746.250000 Penalty: 3120.048828
	Iteration 12Q: 3 clusters Score -2245746 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2245845.750000 Penalty: 3120.048828
	Iteration 13Q: 3 clusters Score -2245846 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2245919.500000 Penalty: 3120.048828
	Iteration 14Q: 3 clusters Score -2245920 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2245978.000000 Penalty: 3120.048828
	Iteration 15Q: 3 clusters Score -2245978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2246014.500000 Penalty: 3120.048828
	Iteration 16Q: 3 clusters Score -2246014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2246045.500000 Penalty: 3120.048828
	Iteration 17Q: 3 clusters Score -2246046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2246052.000000 Penalty: 3120.048828
	Iteration 18Q: 3 clusters Score -2246052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2246055.750000 Penalty: 3120.048828
	Iteration 19Q: 3 clusters Score -2246056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2246059.500000 Penalty: 3120.048828
	Iteration 20F: 3 clusters Score -2246060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2246061.250000 Penalty: 3120.048828
	Iteration 21Q: 3 clusters Score -2246061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2246066.750000 Penalty: 3120.048828
	Iteration 22Q: 3 clusters Score -2246067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2246071.750000 Penalty: 3120.048828
	Iteration 23Q: 3 clusters Score -2246072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2246072.500000 Penalty: 3120.048828
	Iteration 24Q: 3 clusters Score -2246072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2246075.250000 Penalty: 3120.048828
	Iteration 25Q: 3 clusters Score -2246075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2246075.000000 Penalty: 3120.048828
	Iteration 26Q: 3 clusters Score -2246075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2246079.000000 Penalty: 3120.048828
	Iteration 27Q: 3 clusters Score -2246079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2246081.250000 Penalty: 3120.048828
	Iteration 28Q: 3 clusters Score -2246081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2246081.250000 Penalty: 3120.048828
	Iteration 29F: 3 clusters Score -2246081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (17974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Entering Unmasked Estep 
Score: -2755167.500000 Penalty: 1591.960693
	Iteration 0F: 2 clusters Score -2755168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2743526.500000 Penalty: 3183.921387
	Iteration 0F: 3 clusters Score -2743526 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2747951.250000 Penalty: 3183.921387
	Iteration 1F: 3 clusters Score -2747951 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2748363.500000 Penalty: 3183.921387
	Iteration 2F: 3 clusters Score -2748364 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2748690.500000 Penalty: 3183.921387
	Iteration 3Q: 3 clusters Score -2748690 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2748992.000000 Penalty: 3183.921387
	Iteration 4Q: 3 clusters Score -2748992 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2749272.000000 Penalty: 3183.921387
	Iteration 5Q: 3 clusters Score -2749272 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2749560.500000 Penalty: 3183.921387
	Iteration 6Q: 3 clusters Score -2749560 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2749849.750000 Penalty: 3183.921387
	Iteration 7Q: 3 clusters Score -2749850 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2750189.000000 Penalty: 3183.921387
	Iteration 8Q: 3 clusters Score -2750189 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2750622.750000 Penalty: 3183.921387
	Iteration 9Q: 3 clusters Score -2750623 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2751177.500000 Penalty: 3183.921387
	Iteration 10F: 3 clusters Score -2751178 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2751844.500000 Penalty: 3183.921387
	Iteration 11F: 3 clusters Score -2751844 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2752469.000000 Penalty: 3183.921387
	Iteration 12Q: 3 clusters Score -2752469 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2752970.000000 Penalty: 3183.921387
	Iteration 13Q: 3 clusters Score -2752970 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2753321.000000 Penalty: 3183.921387
	Iteration 14Q: 3 clusters Score -2753321 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2753496.500000 Penalty: 3183.921387
	Iteration 15Q: 3 clusters Score -2753496 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2753628.000000 Penalty: 3183.921387
	Iteration 16Q: 3 clusters Score -2753628 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2753702.500000 Penalty: 3183.921387
	Iteration 17Q: 3 clusters Score -2753702 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -2753756.250000 Penalty: 3183.921387
	Iteration 18Q: 3 clusters Score -2753756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2753772.000000 Penalty: 3183.921387
	Iteration 19Q: 3 clusters Score -2753772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2753798.500000 Penalty: 3183.921387
	Iteration 20F: 3 clusters Score -2753798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2753802.250000 Penalty: 3183.921387
	Iteration 21Q: 3 clusters Score -2753802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2753810.250000 Penalty: 3183.921387
	Iteration 22Q: 3 clusters Score -2753810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2753821.750000 Penalty: 3183.921387
	Iteration 23Q: 3 clusters Score -2753822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2753839.000000 Penalty: 3183.921387
	Iteration 24Q: 3 clusters Score -2753839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2753846.750000 Penalty: 3183.921387
	Iteration 25Q: 3 clusters Score -2753847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2753848.750000 Penalty: 3183.921387
	Iteration 26Q: 3 clusters Score -2753849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2753852.250000 Penalty: 3183.921387
	Iteration 27Q: 3 clusters Score -2753852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2753857.750000 Penalty: 3183.921387
	Iteration 28Q: 3 clusters Score -2753858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2753866.000000 Penalty: 3183.921387
	Iteration 29Q: 3 clusters Score -2753866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2753870.500000 Penalty: 3183.921387
	Iteration 30Q: 3 clusters Score -2753870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2753879.250000 Penalty: 3183.921387
	Iteration 31Q: 3 clusters Score -2753879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2753879.250000 Penalty: 3183.921387
	Iteration 32F: 3 clusters Score -2753879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (20434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Entering Unmasked Estep 
Score: -3116441.750000 Penalty: 1612.805298
	Iteration 0F: 2 clusters Score -3116442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -3103567.500000 Penalty: 3225.610596
	Iteration 0F: 3 clusters Score -3103568 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -3108746.250000 Penalty: 3225.610596
	Iteration 1F: 3 clusters Score -3108746 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -3109208.750000 Penalty: 3225.610596
	Iteration 2F: 3 clusters Score -3109209 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -3109707.250000 Penalty: 3225.610596
	Iteration 3F: 3 clusters Score -3109707 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -3110216.750000 Penalty: 3225.610596
	Iteration 4F: 3 clusters Score -3110217 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -3110742.000000 Penalty: 3225.610596
	Iteration 5F: 3 clusters Score -3110742 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3111321.750000 Penalty: 3225.610596
	Iteration 6F: 3 clusters Score -3111322 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3112072.500000 Penalty: 3225.610596
	Iteration 7F: 3 clusters Score -3112072 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3112882.000000 Penalty: 3225.610596
	Iteration 8F: 3 clusters Score -3112882 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -3113657.250000 Penalty: 3225.610596
	Iteration 9F: 3 clusters Score -3113657 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3114337.750000 Penalty: 3225.610596
	Iteration 10Q: 3 clusters Score -3114338 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -3114828.250000 Penalty: 3225.610596
	Iteration 11Q: 3 clusters Score -3114828 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3115003.250000 Penalty: 3225.610596
	Iteration 12Q: 3 clusters Score -3115003 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -3115045.500000 Penalty: 3225.610596
	Iteration 13Q: 3 clusters Score -3115046 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -3115065.250000 Penalty: 3225.610596
	Iteration 14Q: 3 clusters Score -3115065 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -3115097.750000 Penalty: 3225.610596
	Iteration 15Q: 3 clusters Score -3115098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -3115124.250000 Penalty: 3225.610596
	Iteration 16Q: 3 clusters Score -3115124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -3115126.250000 Penalty: 3225.610596
	Iteration 17Q: 3 clusters Score -3115126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -3115126.250000 Penalty: 3225.610596
	Iteration 18Q: 3 clusters Score -3115126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -3115138.000000 Penalty: 3225.610596
	Iteration 19Q: 3 clusters Score -3115138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -3115139.750000 Penalty: 3225.610596
	Iteration 20F: 3 clusters Score -3115140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -3115143.000000 Penalty: 3225.610596
	Iteration 21Q: 3 clusters Score -3115143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -3115143.250000 Penalty: 3225.610596
	Iteration 22Q: 3 clusters Score -3115143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -3115143.500000 Penalty: 3225.610596
	Iteration 23Q: 3 clusters Score -3115144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -3115145.500000 Penalty: 3225.610596
	Iteration 24Q: 3 clusters Score -3115146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -3115145.500000 Penalty: 3225.610596
	Iteration 25F: 3 clusters Score -3115146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -156933.437500 Penalty: 1133.504761
	Iteration 0F: 2 clusters Score -156933.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -155473.984375 Penalty: 2267.009521
	Iteration 0F: 3 clusters Score -155474 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -155750.531250 Penalty: 2267.009521
	Iteration 1F: 3 clusters Score -155750.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -155843.234375 Penalty: 2267.009521
	Iteration 2F: 3 clusters Score -155843.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -155875.625000 Penalty: 2267.009521
	Iteration 3Q: 3 clusters Score -155875.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -155890.828125 Penalty: 2267.009521
	Iteration 4Q: 3 clusters Score -155890.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -155902.015625 Penalty: 2267.009521
	Iteration 5Q: 3 clusters Score -155902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -155908.750000 Penalty: 2267.009521
	Iteration 6Q: 3 clusters Score -155908.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -155912.031250 Penalty: 2267.009521
	Iteration 7Q: 3 clusters Score -155912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -155914.250000 Penalty: 2267.009521
	Iteration 8Q: 3 clusters Score -155914.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -155915.687500 Penalty: 2267.009521
	Iteration 9Q: 3 clusters Score -155915.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -155915.687500 Penalty: 2267.009521
	Iteration 10F: 3 clusters Score -155915.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -308154.000000 Penalty: 1250.190674
	Iteration 0F: 2 clusters Score -308154 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 1068 members 
Entering Unmasked Estep 
Score: -305963.906250 Penalty: 2500.381348
	Iteration 0F: 3 clusters Score -305963.9 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -306515.156250 Penalty: 2500.381348
	Iteration 1F: 3 clusters Score -306515.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -306681.218750 Penalty: 2500.381348
	Iteration 2F: 3 clusters Score -306681.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -306818.968750 Penalty: 2500.381348
	Iteration 3F: 3 clusters Score -306819 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -306936.750000 Penalty: 2500.381348
	Iteration 4F: 3 clusters Score -306936.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -307018.687500 Penalty: 2500.381348
	Iteration 5Q: 3 clusters Score -307018.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -307075.343750 Penalty: 2500.381348
	Iteration 6Q: 3 clusters Score -307075.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -307112.406250 Penalty: 2500.381348
	Iteration 7Q: 3 clusters Score -307112.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -307137.312500 Penalty: 2500.381348
	Iteration 8Q: 3 clusters Score -307137.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -307156.531250 Penalty: 2500.381348
	Iteration 9Q: 3 clusters Score -307156.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -307172.281250 Penalty: 2500.381348
	Iteration 10Q: 3 clusters Score -307172.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -307185.875000 Penalty: 2500.381348
	Iteration 11Q: 3 clusters Score -307185.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -307196.156250 Penalty: 2500.381348
	Iteration 12Q: 3 clusters Score -307196.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -307206.312500 Penalty: 2500.381348
	Iteration 13Q: 3 clusters Score -307206.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -307211.593750 Penalty: 2500.381348
	Iteration 14Q: 3 clusters Score -307211.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -307214.500000 Penalty: 2500.381348
	Iteration 15Q: 3 clusters Score -307214.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -307214.968750 Penalty: 2500.381348
	Iteration 16Q: 3 clusters Score -307215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -307215.437500 Penalty: 2500.381348
	Iteration 17Q: 3 clusters Score -307215.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -307216.281250 Penalty: 2500.381348
	Iteration 18Q: 3 clusters Score -307216.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -307216.281250 Penalty: 2500.381348
	Iteration 19F: 3 clusters Score -307216.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -316362.062500 Penalty: 1253.707642
	Iteration 0F: 2 clusters Score -316362.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -314118.062500 Penalty: 2507.415283
	Iteration 0F: 3 clusters Score -314118.1 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -314702.937500 Penalty: 2507.415283
	Iteration 1F: 3 clusters Score -314702.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -314856.406250 Penalty: 2507.415283
	Iteration 2F: 3 clusters Score -314856.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -314964.406250 Penalty: 2507.415283
	Iteration 3F: 3 clusters Score -314964.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -315056.406250 Penalty: 2507.415283
	Iteration 4Q: 3 clusters Score -315056.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -315142.656250 Penalty: 2507.415283
	Iteration 5Q: 3 clusters Score -315142.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -315227.343750 Penalty: 2507.415283
	Iteration 6Q: 3 clusters Score -315227.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -315319.812500 Penalty: 2507.415283
	Iteration 7Q: 3 clusters Score -315319.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -315434.593750 Penalty: 2507.415283
	Iteration 8Q: 3 clusters Score -315434.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -315496.656250 Penalty: 2507.415283
	Iteration 9Q: 3 clusters Score -315496.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -315535.406250 Penalty: 2507.415283
	Iteration 10Q: 3 clusters Score -315535.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -315563.656250 Penalty: 2507.415283
	Iteration 11Q: 3 clusters Score -315563.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -315592.687500 Penalty: 2507.415283
	Iteration 12Q: 3 clusters Score -315592.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -315610.750000 Penalty: 2507.415283
	Iteration 13Q: 3 clusters Score -315610.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -315621.656250 Penalty: 2507.415283
	Iteration 14Q: 3 clusters Score -315621.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -315631.500000 Penalty: 2507.415283
	Iteration 15Q: 3 clusters Score -315631.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -315634.687500 Penalty: 2507.415283
	Iteration 16Q: 3 clusters Score -315634.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -315637.687500 Penalty: 2507.415283
	Iteration 17Q: 3 clusters Score -315637.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -315639.093750 Penalty: 2507.415283
	Iteration 18Q: 3 clusters Score -315639.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -315640.625000 Penalty: 2507.415283
	Iteration 19Q: 3 clusters Score -315640.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -315641.625000 Penalty: 2507.415283
	Iteration 20F: 3 clusters Score -315641.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -315641.468750 Penalty: 2507.415283
	Iteration 21Q: 3 clusters Score -315641.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -315643.218750 Penalty: 2507.415283
	Iteration 22Q: 3 clusters Score -315643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -315645.437500 Penalty: 2507.415283
	Iteration 23Q: 3 clusters Score -315645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -315646.062500 Penalty: 2507.415283
	Iteration 24Q: 3 clusters Score -315646.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -315646.062500 Penalty: 2507.415283
	Iteration 25F: 3 clusters Score -315646.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (5164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Entering Unmasked Estep 
Score: -737762.812500 Penalty: 1389.288452
	Iteration 0F: 2 clusters Score -737762.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -733705.187500 Penalty: 2778.576904
	Iteration 0F: 3 clusters Score -733705.2 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -734847.125000 Penalty: 2778.576904
	Iteration 1F: 3 clusters Score -734847.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -735030.812500 Penalty: 2778.576904
	Iteration 2F: 3 clusters Score -735030.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -735152.812500 Penalty: 2778.576904
	Iteration 3F: 3 clusters Score -735152.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -735221.062500 Penalty: 2778.576904
	Iteration 4Q: 3 clusters Score -735221.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -735271.125000 Penalty: 2778.576904
	Iteration 5Q: 3 clusters Score -735271.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -735318.062500 Penalty: 2778.576904
	Iteration 6Q: 3 clusters Score -735318.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -735357.250000 Penalty: 2778.576904
	Iteration 7Q: 3 clusters Score -735357.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -735395.812500 Penalty: 2778.576904
	Iteration 8Q: 3 clusters Score -735395.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -735436.062500 Penalty: 2778.576904
	Iteration 9Q: 3 clusters Score -735436.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -735471.875000 Penalty: 2778.576904
	Iteration 10Q: 3 clusters Score -735471.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -735507.062500 Penalty: 2778.576904
	Iteration 11Q: 3 clusters Score -735507.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -735541.000000 Penalty: 2778.576904
	Iteration 12Q: 3 clusters Score -735541 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -735578.312500 Penalty: 2778.576904
	Iteration 13Q: 3 clusters Score -735578.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -735619.812500 Penalty: 2778.576904
	Iteration 14Q: 3 clusters Score -735619.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -735668.937500 Penalty: 2778.576904
	Iteration 15Q: 3 clusters Score -735668.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -735729.437500 Penalty: 2778.576904
	Iteration 16Q: 3 clusters Score -735729.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -735785.875000 Penalty: 2778.576904
	Iteration 17Q: 3 clusters Score -735785.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -735840.625000 Penalty: 2778.576904
	Iteration 18Q: 3 clusters Score -735840.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -735894.687500 Penalty: 2778.576904
	Iteration 19Q: 3 clusters Score -735894.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -735950.937500 Penalty: 2778.576904
	Iteration 20F: 3 clusters Score -735950.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -736009.687500 Penalty: 2778.576904
	Iteration 21Q: 3 clusters Score -736009.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -736069.562500 Penalty: 2778.576904
	Iteration 22Q: 3 clusters Score -736069.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -736126.562500 Penalty: 2778.576904
	Iteration 23Q: 3 clusters Score -736126.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -736180.000000 Penalty: 2778.576904
	Iteration 24Q: 3 clusters Score -736180 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -736220.875000 Penalty: 2778.576904
	Iteration 25Q: 3 clusters Score -736220.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -736261.437500 Penalty: 2778.576904
	Iteration 26Q: 3 clusters Score -736261.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -736289.750000 Penalty: 2778.576904
	Iteration 27Q: 3 clusters Score -736289.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -736320.312500 Penalty: 2778.576904
	Iteration 28Q: 3 clusters Score -736320.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -736349.875000 Penalty: 2778.576904
	Iteration 29Q: 3 clusters Score -736349.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -736378.187500 Penalty: 2778.576904
	Iteration 30Q: 3 clusters Score -736378.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -736400.000000 Penalty: 2778.576904
	Iteration 31Q: 3 clusters Score -736400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -736417.687500 Penalty: 2778.576904
	Iteration 32Q: 3 clusters Score -736417.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -736424.437500 Penalty: 2778.576904
	Iteration 33Q: 3 clusters Score -736424.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -736430.375000 Penalty: 2778.576904
	Iteration 34Q: 3 clusters Score -736430.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -736431.437500 Penalty: 2778.576904
	Iteration 35Q: 3 clusters Score -736431.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -736433.875000 Penalty: 2778.576904
	Iteration 36Q: 3 clusters Score -736433.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -736437.750000 Penalty: 2778.576904
	Iteration 37Q: 3 clusters Score -736437.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -736441.437500 Penalty: 2778.576904
	Iteration 38Q: 3 clusters Score -736441.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -736446.562500 Penalty: 2778.576904
	Iteration 39Q: 3 clusters Score -736446.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -736451.125000 Penalty: 2778.576904
	Iteration 40F: 3 clusters Score -736451.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -736454.687500 Penalty: 2778.576904
	Iteration 41Q: 3 clusters Score -736454.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -736463.937500 Penalty: 2778.576904
	Iteration 42Q: 3 clusters Score -736463.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -736469.125000 Penalty: 2778.576904
	Iteration 43Q: 3 clusters Score -736469.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -736472.125000 Penalty: 2778.576904
	Iteration 44Q: 3 clusters Score -736472.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -736475.062500 Penalty: 2778.576904
	Iteration 45Q: 3 clusters Score -736475.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -736479.187500 Penalty: 2778.576904
	Iteration 46Q: 3 clusters Score -736479.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -736481.000000 Penalty: 2778.576904
	Iteration 47Q: 3 clusters Score -736481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -736485.875000 Penalty: 2778.576904
	Iteration 48Q: 3 clusters Score -736485.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -736492.562500 Penalty: 2778.576904
	Iteration 49Q: 3 clusters Score -736492.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -736504.250000 Penalty: 2778.576904
	Iteration 50Q: 3 clusters Score -736504.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -736507.250000 Penalty: 2778.576904
	Iteration 51Q: 3 clusters Score -736507.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -736509.500000 Penalty: 2778.576904
	Iteration 52Q: 3 clusters Score -736509.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -736513.187500 Penalty: 2778.576904
	Iteration 53Q: 3 clusters Score -736513.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -736513.187500 Penalty: 2778.576904
	Iteration 54Q: 3 clusters Score -736513.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -736513.187500 Penalty: 2778.576904
	Iteration 55F: 3 clusters Score -736513.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (1223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Entering Unmasked Estep 
Score: -155581.437500 Penalty: 1155.222656
	Iteration 0F: 2 clusters Score -155581.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -154053.234375 Penalty: 2310.445312
	Iteration 0F: 3 clusters Score -154053.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -154475.703125 Penalty: 2310.445312
	Iteration 1F: 3 clusters Score -154475.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -154637.062500 Penalty: 2310.445312
	Iteration 2F: 3 clusters Score -154637.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -154796.125000 Penalty: 2310.445312
	Iteration 3F: 3 clusters Score -154796.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -154874.750000 Penalty: 2310.445312
	Iteration 4Q: 3 clusters Score -154874.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -154925.312500 Penalty: 2310.445312
	Iteration 5Q: 3 clusters Score -154925.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -154958.812500 Penalty: 2310.445312
	Iteration 6Q: 3 clusters Score -154958.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -154980.750000 Penalty: 2310.445312
	Iteration 7Q: 3 clusters Score -154980.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -155009.187500 Penalty: 2310.445312
	Iteration 8Q: 3 clusters Score -155009.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -155042.140625 Penalty: 2310.445312
	Iteration 9Q: 3 clusters Score -155042.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -155061.734375 Penalty: 2310.445312
	Iteration 10Q: 3 clusters Score -155061.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -155069.234375 Penalty: 2310.445312
	Iteration 11Q: 3 clusters Score -155069.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -155075.109375 Penalty: 2310.445312
	Iteration 12Q: 3 clusters Score -155075.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -155082.281250 Penalty: 2310.445312
	Iteration 13Q: 3 clusters Score -155082.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -155084.703125 Penalty: 2310.445312
	Iteration 14Q: 3 clusters Score -155084.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -155085.828125 Penalty: 2310.445312
	Iteration 15Q: 3 clusters Score -155085.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -155085.828125 Penalty: 2310.445312
	Iteration 16F: 3 clusters Score -155085.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -44752.929688 Penalty: 943.823181
	Iteration 0F: 2 clusters Score -44752.93 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 162 members 
Entering Unmasked Estep 
Score: -43833.019531 Penalty: 1887.646362
	Iteration 0F: 3 clusters Score -43833.02 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43940.941406 Penalty: 1887.646362
	Iteration 1F: 3 clusters Score -43940.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43962.179688 Penalty: 1887.646362
	Iteration 2Q: 3 clusters Score -43962.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43973.339844 Penalty: 1887.646362
	Iteration 3Q: 3 clusters Score -43973.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43986.488281 Penalty: 1887.646362
	Iteration 4Q: 3 clusters Score -43986.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -44005.328125 Penalty: 1887.646362
	Iteration 5Q: 3 clusters Score -44005.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44009.738281 Penalty: 1887.646362
	Iteration 6Q: 3 clusters Score -44009.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -44010.945312 Penalty: 1887.646362
	Iteration 7Q: 3 clusters Score -44010.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44014.929688 Penalty: 1887.646362
	Iteration 8Q: 3 clusters Score -44014.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -44021.843750 Penalty: 1887.646362
	Iteration 9Q: 3 clusters Score -44021.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -44033.964844 Penalty: 1887.646362
	Iteration 10Q: 3 clusters Score -44033.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44040.898438 Penalty: 1887.646362
	Iteration 11Q: 3 clusters Score -44040.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44040.898438 Penalty: 1887.646362
	Iteration 12F: 3 clusters Score -44040.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (2271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Entering Unmasked Estep 
Score: -299819.250000 Penalty: 1255.796021
	Iteration 0F: 2 clusters Score -299819.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -297544.468750 Penalty: 2511.592041
	Iteration 0F: 3 clusters Score -297544.5 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -298029.156250 Penalty: 2511.592041
	Iteration 1F: 3 clusters Score -298029.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -298178.437500 Penalty: 2511.592041
	Iteration 2F: 3 clusters Score -298178.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -298282.718750 Penalty: 2511.592041
	Iteration 3F: 3 clusters Score -298282.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -298365.718750 Penalty: 2511.592041
	Iteration 4Q: 3 clusters Score -298365.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -298443.156250 Penalty: 2511.592041
	Iteration 5Q: 3 clusters Score -298443.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -298509.375000 Penalty: 2511.592041
	Iteration 6Q: 3 clusters Score -298509.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -298566.281250 Penalty: 2511.592041
	Iteration 7Q: 3 clusters Score -298566.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -298603.937500 Penalty: 2511.592041
	Iteration 8Q: 3 clusters Score -298603.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -298630.062500 Penalty: 2511.592041
	Iteration 9Q: 3 clusters Score -298630.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -298646.968750 Penalty: 2511.592041
	Iteration 10Q: 3 clusters Score -298647 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -298671.781250 Penalty: 2511.592041
	Iteration 11Q: 3 clusters Score -298671.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -298689.562500 Penalty: 2511.592041
	Iteration 12Q: 3 clusters Score -298689.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -298710.906250 Penalty: 2511.592041
	Iteration 13Q: 3 clusters Score -298710.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -298736.531250 Penalty: 2511.592041
	Iteration 14Q: 3 clusters Score -298736.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -298758.093750 Penalty: 2511.592041
	Iteration 15Q: 3 clusters Score -298758.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -298779.343750 Penalty: 2511.592041
	Iteration 16Q: 3 clusters Score -298779.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -298802.031250 Penalty: 2511.592041
	Iteration 17Q: 3 clusters Score -298802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -298814.687500 Penalty: 2511.592041
	Iteration 18Q: 3 clusters Score -298814.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -298825.968750 Penalty: 2511.592041
	Iteration 19Q: 3 clusters Score -298826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -298837.687500 Penalty: 2511.592041
	Iteration 20F: 3 clusters Score -298837.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -298844.937500 Penalty: 2511.592041
	Iteration 21Q: 3 clusters Score -298844.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -298851.593750 Penalty: 2511.592041
	Iteration 22Q: 3 clusters Score -298851.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -298857.125000 Penalty: 2511.592041
	Iteration 23Q: 3 clusters Score -298857.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -298862.062500 Penalty: 2511.592041
	Iteration 24Q: 3 clusters Score -298862.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -298865.562500 Penalty: 2511.592041
	Iteration 25Q: 3 clusters Score -298865.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -298868.968750 Penalty: 2511.592041
	Iteration 26Q: 3 clusters Score -298869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -298870.000000 Penalty: 2511.592041
	Iteration 27Q: 3 clusters Score -298870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -298871.093750 Penalty: 2511.592041
	Iteration 28Q: 3 clusters Score -298871.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -298871.812500 Penalty: 2511.592041
	Iteration 29Q: 3 clusters Score -298871.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -298876.156250 Penalty: 2511.592041
	Iteration 30Q: 3 clusters Score -298876.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -298881.031250 Penalty: 2511.592041
	Iteration 31Q: 3 clusters Score -298881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -298888.125000 Penalty: 2511.592041
	Iteration 32Q: 3 clusters Score -298888.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -298896.625000 Penalty: 2511.592041
	Iteration 33Q: 3 clusters Score -298896.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -298906.718750 Penalty: 2511.592041
	Iteration 34Q: 3 clusters Score -298906.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -298915.125000 Penalty: 2511.592041
	Iteration 35Q: 3 clusters Score -298915.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -298924.781250 Penalty: 2511.592041
	Iteration 36Q: 3 clusters Score -298924.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -298938.937500 Penalty: 2511.592041
	Iteration 37Q: 3 clusters Score -298938.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -298951.812500 Penalty: 2511.592041
	Iteration 38Q: 3 clusters Score -298951.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -298962.093750 Penalty: 2511.592041
	Iteration 39Q: 3 clusters Score -298962.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -298972.750000 Penalty: 2511.592041
	Iteration 40F: 3 clusters Score -298972.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -298977.062500 Penalty: 2511.592041
	Iteration 41Q: 3 clusters Score -298977.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -298978.906250 Penalty: 2511.592041
	Iteration 42Q: 3 clusters Score -298978.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -298982.843750 Penalty: 2511.592041
	Iteration 43Q: 3 clusters Score -298982.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -298985.531250 Penalty: 2511.592041
	Iteration 44Q: 3 clusters Score -298985.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -298987.062500 Penalty: 2511.592041
	Iteration 45Q: 3 clusters Score -298987.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -298989.218750 Penalty: 2511.592041
	Iteration 46Q: 3 clusters Score -298989.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -298991.718750 Penalty: 2511.592041
	Iteration 47Q: 3 clusters Score -298991.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -298997.000000 Penalty: 2511.592041
	Iteration 48Q: 3 clusters Score -298997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -298998.812500 Penalty: 2511.592041
	Iteration 49Q: 3 clusters Score -298998.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -298998.812500 Penalty: 2511.592041
	Iteration 50F: 3 clusters Score -298998.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (15445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Entering Unmasked Estep 
Score: -2156389.500000 Penalty: 1567.319092
	Iteration 0F: 2 clusters Score -2156390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2145849.250000 Penalty: 3134.638184
	Iteration 0F: 3 clusters Score -2145849 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2149617.250000 Penalty: 3134.638184
	Iteration 1F: 3 clusters Score -2149617 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2150136.750000 Penalty: 3134.638184
	Iteration 2F: 3 clusters Score -2150137 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2150687.000000 Penalty: 3134.638184
	Iteration 3F: 3 clusters Score -2150687 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2151325.750000 Penalty: 3134.638184
	Iteration 4F: 3 clusters Score -2151326 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2152067.000000 Penalty: 3134.638184
	Iteration 5F: 3 clusters Score -2152067 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2152816.750000 Penalty: 3134.638184
	Iteration 6F: 3 clusters Score -2152817 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2153473.750000 Penalty: 3134.638184
	Iteration 7F: 3 clusters Score -2153474 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2154015.500000 Penalty: 3134.638184
	Iteration 8Q: 3 clusters Score -2154016 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2154423.500000 Penalty: 3134.638184
	Iteration 9Q: 3 clusters Score -2154424 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2154681.500000 Penalty: 3134.638184
	Iteration 10Q: 3 clusters Score -2154682 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2154837.750000 Penalty: 3134.638184
	Iteration 11Q: 3 clusters Score -2154838 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2154950.500000 Penalty: 3134.638184
	Iteration 12Q: 3 clusters Score -2154950 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2155013.000000 Penalty: 3134.638184
	Iteration 13Q: 3 clusters Score -2155013 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2155055.250000 Penalty: 3134.638184
	Iteration 14Q: 3 clusters Score -2155055 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2155068.250000 Penalty: 3134.638184
	Iteration 15Q: 3 clusters Score -2155068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2155081.000000 Penalty: 3134.638184
	Iteration 16Q: 3 clusters Score -2155081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2155100.250000 Penalty: 3134.638184
	Iteration 17Q: 3 clusters Score -2155100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2155114.500000 Penalty: 3134.638184
	Iteration 18Q: 3 clusters Score -2155114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2155117.000000 Penalty: 3134.638184
	Iteration 19Q: 3 clusters Score -2155117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2155129.750000 Penalty: 3134.638184
	Iteration 20F: 3 clusters Score -2155130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2155137.250000 Penalty: 3134.638184
	Iteration 21Q: 3 clusters Score -2155137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2155138.000000 Penalty: 3134.638184
	Iteration 22Q: 3 clusters Score -2155138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2155138.000000 Penalty: 3134.638184
	Iteration 23F: 3 clusters Score -2155138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16508 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22554 members 
Mstep: Class 13 contains 8283 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8084 members 
Mstep: Class 27 contains 12434 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11844 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24810 members 
Mstep: Class 44 contains 16297 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12780 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22798 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944616.000000 Penalty: 172990.062500
Iteration 439Q: 81 clusters Score -8.594462e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16505 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22556 members 
Mstep: Class 13 contains 8281 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13288 members 
Mstep: Class 26 contains 8082 members 
Mstep: Class 27 contains 12436 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11842 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24809 members 
Mstep: Class 44 contains 16305 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12779 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22796 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944640.000000 Penalty: 172990.062500
Iteration 440F: 81 clusters Score -8.594464e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16498 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22557 members 
Mstep: Class 13 contains 8280 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13285 members 
Mstep: Class 26 contains 8082 members 
Mstep: Class 27 contains 12446 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11842 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 24809 members 
Mstep: Class 44 contains 16308 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12779 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14964 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22795 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944664.000000 Penalty: 172990.062500
Iteration 441Q: 81 clusters Score -8.594466e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16498 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22554 members 
Mstep: Class 13 contains 8271 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13284 members 
Mstep: Class 26 contains 8082 members 
Mstep: Class 27 contains 12454 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11840 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 24813 members 
Mstep: Class 44 contains 16313 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12777 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22793 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944632.000000 Penalty: 172990.062500
Iteration 442Q: 81 clusters Score -8.594463e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16498 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22553 members 
Mstep: Class 13 contains 8269 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7955 members 
Mstep: Class 25 contains 13284 members 
Mstep: Class 26 contains 8082 members 
Mstep: Class 27 contains 12454 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11839 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3470 members 
Mstep: Class 43 contains 24818 members 
Mstep: Class 44 contains 16313 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12778 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22789 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944616.000000 Penalty: 172990.062500
Iteration 443Q: 81 clusters Score -8.594462e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16496 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22550 members 
Mstep: Class 13 contains 8271 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7955 members 
Mstep: Class 25 contains 13284 members 
Mstep: Class 26 contains 8081 members 
Mstep: Class 27 contains 12452 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11839 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 24820 members 
Mstep: Class 44 contains 16315 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12783 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22786 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944632.000000 Penalty: 172990.062500
Iteration 444Q: 81 clusters Score -8.594463e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16495 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22549 members 
Mstep: Class 13 contains 8274 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7955 members 
Mstep: Class 25 contains 13286 members 
Mstep: Class 26 contains 8081 members 
Mstep: Class 27 contains 12446 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11838 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 24819 members 
Mstep: Class 44 contains 16315 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12787 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22787 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944656.000000 Penalty: 172990.062500
Iteration 445Q: 81 clusters Score -8.594466e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22554 members 
Mstep: Class 13 contains 8280 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7955 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8082 members 
Mstep: Class 27 contains 12442 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11839 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 24814 members 
Mstep: Class 44 contains 16313 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12788 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22788 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944568.000000 Penalty: 172990.062500
Iteration 446Q: 81 clusters Score -8.594457e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16488 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 22554 members 
Mstep: Class 13 contains 8285 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7955 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8083 members 
Mstep: Class 27 contains 12434 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11844 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 24818 members 
Mstep: Class 44 contains 16309 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12791 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22786 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944568.000000 Penalty: 172990.062500
Iteration 447Q: 81 clusters Score -8.594457e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16488 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22557 members 
Mstep: Class 13 contains 8291 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7955 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8083 members 
Mstep: Class 27 contains 12430 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11842 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 24817 members 
Mstep: Class 44 contains 16309 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12793 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22783 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944600.000000 Penalty: 172990.062500
Iteration 448Q: 81 clusters Score -8.59446e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16486 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22557 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7956 members 
Mstep: Class 25 contains 13288 members 
Mstep: Class 26 contains 8083 members 
Mstep: Class 27 contains 12423 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11840 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 24818 members 
Mstep: Class 44 contains 16308 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12800 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22779 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944664.000000 Penalty: 172990.062500
Iteration 449Q: 81 clusters Score -8.594466e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16490 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22555 members 
Mstep: Class 13 contains 8301 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13288 members 
Mstep: Class 26 contains 8082 members 
Mstep: Class 27 contains 12422 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11840 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 24816 members 
Mstep: Class 44 contains 16303 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12804 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22777 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944680.000000 Penalty: 172990.062500
Iteration 450Q: 81 clusters Score -8.594468e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16490 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22556 members 
Mstep: Class 13 contains 8308 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13288 members 
Mstep: Class 26 contains 8080 members 
Mstep: Class 27 contains 12421 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11839 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3467 members 
Mstep: Class 43 contains 24819 members 
Mstep: Class 44 contains 16298 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12806 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22774 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944704.000000 Penalty: 172990.062500
Iteration 451Q: 81 clusters Score -8.59447e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16488 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22556 members 
Mstep: Class 13 contains 8318 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7957 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8080 members 
Mstep: Class 27 contains 12417 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11839 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3466 members 
Mstep: Class 43 contains 24817 members 
Mstep: Class 44 contains 16294 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12808 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22776 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944816.000000 Penalty: 172990.062500
Iteration 452Q: 81 clusters Score -8.594482e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16489 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 22556 members 
Mstep: Class 13 contains 8323 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7956 members 
Mstep: Class 25 contains 13290 members 
Mstep: Class 26 contains 8080 members 
Mstep: Class 27 contains 12416 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1638 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11838 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24813 members 
Mstep: Class 44 contains 16286 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12810 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22779 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944824.000000 Penalty: 172990.062500
Iteration 453Q: 81 clusters Score -8.594482e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 22557 members 
Mstep: Class 13 contains 8326 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7956 members 
Mstep: Class 25 contains 13289 members 
Mstep: Class 26 contains 8079 members 
Mstep: Class 27 contains 12412 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1982 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11836 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3466 members 
Mstep: Class 43 contains 24811 members 
Mstep: Class 44 contains 16288 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12814 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22777 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944880.000000 Penalty: 172990.062500
Iteration 454Q: 81 clusters Score -8.594488e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16493 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22562 members 
Mstep: Class 13 contains 8331 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7956 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8079 members 
Mstep: Class 27 contains 12402 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11834 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24803 members 
Mstep: Class 44 contains 16292 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12816 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22779 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1223 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944808.000000 Penalty: 172990.062500
Iteration 455Q: 81 clusters Score -8.594481e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16493 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22563 members 
Mstep: Class 13 contains 8333 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7955 members 
Mstep: Class 25 contains 13283 members 
Mstep: Class 26 contains 8078 members 
Mstep: Class 27 contains 12396 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11831 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24805 members 
Mstep: Class 44 contains 16300 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12822 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22775 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944728.000000 Penalty: 172990.062500
Iteration 456Q: 81 clusters Score -8.594473e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16499 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22568 members 
Mstep: Class 13 contains 8330 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13283 members 
Mstep: Class 26 contains 8077 members 
Mstep: Class 27 contains 12388 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11829 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3466 members 
Mstep: Class 43 contains 24804 members 
Mstep: Class 44 contains 16306 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12825 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22770 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5164 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944784.000000 Penalty: 172990.062500
Iteration 457Q: 81 clusters Score -8.594478e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16501 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22570 members 
Mstep: Class 13 contains 8325 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13284 members 
Mstep: Class 26 contains 8078 members 
Mstep: Class 27 contains 12383 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11827 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3466 members 
Mstep: Class 43 contains 24804 members 
Mstep: Class 44 contains 16315 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12828 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22763 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944744.000000 Penalty: 172990.062500
Iteration 458Q: 81 clusters Score -8.594474e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16499 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22575 members 
Mstep: Class 13 contains 8325 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13286 members 
Mstep: Class 26 contains 8078 members 
Mstep: Class 27 contains 12371 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11826 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3466 members 
Mstep: Class 43 contains 24806 members 
Mstep: Class 44 contains 16324 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12833 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22755 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944808.000000 Penalty: 172990.062500
Iteration 459Q: 81 clusters Score -8.594481e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16499 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22574 members 
Mstep: Class 13 contains 8323 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8077 members 
Mstep: Class 27 contains 12367 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11825 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3466 members 
Mstep: Class 43 contains 24810 members 
Mstep: Class 44 contains 16328 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12838 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22749 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944752.000000 Penalty: 172990.062500
Iteration 460F: 81 clusters Score -8.594475e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16499 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22573 members 
Mstep: Class 13 contains 8322 members 
Mstep: Class 14 contains 11093 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8076 members 
Mstep: Class 27 contains 12367 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11824 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3466 members 
Mstep: Class 43 contains 24819 members 
Mstep: Class 44 contains 16330 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12842 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22738 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944728.000000 Penalty: 172990.062500
Iteration 461Q: 81 clusters Score -8.594473e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16497 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22574 members 
Mstep: Class 13 contains 8321 members 
Mstep: Class 14 contains 11093 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16998 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8076 members 
Mstep: Class 27 contains 12363 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11823 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3466 members 
Mstep: Class 43 contains 24827 members 
Mstep: Class 44 contains 16333 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12845 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22731 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944704.000000 Penalty: 172990.062500
Iteration 462Q: 81 clusters Score -8.59447e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16496 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22575 members 
Mstep: Class 13 contains 8319 members 
Mstep: Class 14 contains 11093 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13286 members 
Mstep: Class 26 contains 8076 members 
Mstep: Class 27 contains 12356 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7407 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11826 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3466 members 
Mstep: Class 43 contains 24833 members 
Mstep: Class 44 contains 16335 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12846 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22729 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20434 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944712.000000 Penalty: 172990.062500
Iteration 463Q: 81 clusters Score -8.594471e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16499 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22572 members 
Mstep: Class 13 contains 8322 members 
Mstep: Class 14 contains 11093 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1717 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13286 members 
Mstep: Class 26 contains 8075 members 
Mstep: Class 27 contains 12353 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3718 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11826 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24840 members 
Mstep: Class 44 contains 16334 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12845 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22726 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2194 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944728.000000 Penalty: 172990.062500
Iteration 464Q: 81 clusters Score -8.594473e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16502 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22568 members 
Mstep: Class 13 contains 8323 members 
Mstep: Class 14 contains 11093 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1717 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13286 members 
Mstep: Class 26 contains 8075 members 
Mstep: Class 27 contains 12350 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11827 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24848 members 
Mstep: Class 44 contains 16335 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2762 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12844 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22721 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2193 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944640.000000 Penalty: 172990.062500
Iteration 465Q: 81 clusters Score -8.594464e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16502 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22562 members 
Mstep: Class 13 contains 8322 members 
Mstep: Class 14 contains 11093 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13285 members 
Mstep: Class 26 contains 8075 members 
Mstep: Class 27 contains 12352 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11826 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24858 members 
Mstep: Class 44 contains 16338 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2764 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12845 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22714 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944688.000000 Penalty: 172990.062500
Iteration 466Q: 81 clusters Score -8.594469e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16496 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22557 members 
Mstep: Class 13 contains 8323 members 
Mstep: Class 14 contains 11093 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13284 members 
Mstep: Class 26 contains 8074 members 
Mstep: Class 27 contains 12352 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3721 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11823 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24869 members 
Mstep: Class 44 contains 16340 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2763 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12847 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5899 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22713 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944768.000000 Penalty: 172990.062500
Iteration 467Q: 81 clusters Score -8.594477e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16496 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22556 members 
Mstep: Class 13 contains 8322 members 
Mstep: Class 14 contains 11093 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13284 members 
Mstep: Class 26 contains 8073 members 
Mstep: Class 27 contains 12347 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3721 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11823 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3444 members 
Mstep: Class 42 contains 3464 members 
Mstep: Class 43 contains 24871 members 
Mstep: Class 44 contains 16342 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2767 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12848 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1177 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14969 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5899 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22715 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944768.000000 Penalty: 172990.062500
Iteration 468Q: 81 clusters Score -8.594477e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16495 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22552 members 
Mstep: Class 13 contains 8322 members 
Mstep: Class 14 contains 11093 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13284 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 12343 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3721 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11822 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3444 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 24873 members 
Mstep: Class 44 contains 16348 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2770 members 
Mstep: Class 49 contains 12693 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12850 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14968 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5899 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22718 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944760.000000 Penalty: 172990.062500
Iteration 469Q: 81 clusters Score -8.594476e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16495 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4834 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22548 members 
Mstep: Class 13 contains 8321 members 
Mstep: Class 14 contains 11093 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13284 members 
Mstep: Class 26 contains 8073 members 
Mstep: Class 27 contains 12335 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3720 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3026 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11821 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31403 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3444 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 24886 members 
Mstep: Class 44 contains 16358 members 
Mstep: Class 45 contains 13425 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2773 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 12851 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1954 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5899 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22708 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944856.000000 Penalty: 172990.062500
Iteration 470Q: 81 clusters Score -8.594486e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16494 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22553 members 
Mstep: Class 13 contains 8321 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13283 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 12328 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3720 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11822 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3445 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 24887 members 
Mstep: Class 44 contains 16369 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2776 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1618 members 
Mstep: Class 54 contains 12850 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6111 members 
Mstep: Class 59 contains 4717 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1955 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5899 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22703 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944872.000000 Penalty: 172990.062500
Iteration 471Q: 81 clusters Score -8.594487e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16494 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4827 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22559 members 
Mstep: Class 13 contains 8320 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13285 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 12313 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3720 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11821 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3447 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 24887 members 
Mstep: Class 44 contains 16378 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2780 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12850 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6110 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5899 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1656 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22703 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944832.000000 Penalty: 172990.062500
Iteration 472Q: 81 clusters Score -8.594483e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16494 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4826 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22560 members 
Mstep: Class 13 contains 8320 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13286 members 
Mstep: Class 26 contains 8071 members 
Mstep: Class 27 contains 12308 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3720 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11821 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3448 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 24890 members 
Mstep: Class 44 contains 16384 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2779 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12848 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5901 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22703 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2192 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944832.000000 Penalty: 172990.062500
Iteration 473Q: 81 clusters Score -8.594483e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16495 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4827 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22561 members 
Mstep: Class 13 contains 8319 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8071 members 
Mstep: Class 27 contains 12299 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3720 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3024 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11821 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3450 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 24888 members 
Mstep: Class 44 contains 16390 members 
Mstep: Class 45 contains 13427 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12850 members 
Mstep: Class 55 contains 3489 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6105 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22704 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2193 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944816.000000 Penalty: 172990.062500
Iteration 474Q: 81 clusters Score -8.594482e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16494 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4829 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22559 members 
Mstep: Class 13 contains 8318 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 8071 members 
Mstep: Class 27 contains 12295 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3719 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3024 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11821 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3450 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 24893 members 
Mstep: Class 44 contains 16392 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12852 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6104 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22703 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944848.000000 Penalty: 172990.062500
Iteration 475Q: 81 clusters Score -8.594485e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16493 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4827 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22562 members 
Mstep: Class 13 contains 8316 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13288 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 12288 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3717 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3024 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11821 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3451 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 24896 members 
Mstep: Class 44 contains 16396 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12851 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6106 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22703 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1224 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944944.000000 Penalty: 172990.062500
Iteration 476Q: 81 clusters Score -8.594494e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4826 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22563 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13288 members 
Mstep: Class 26 contains 8071 members 
Mstep: Class 27 contains 12284 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3024 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11821 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3451 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 24898 members 
Mstep: Class 44 contains 16399 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12853 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1360 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22703 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 333 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944920.000000 Penalty: 172990.062500
Iteration 477Q: 81 clusters Score -8.594492e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16492 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22555 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13288 members 
Mstep: Class 26 contains 8070 members 
Mstep: Class 27 contains 12278 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11821 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 24908 members 
Mstep: Class 44 contains 16404 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12859 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22695 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944872.000000 Penalty: 172990.062500
Iteration 478Q: 81 clusters Score -8.594487e+07 nChanged 40
Entering ConstructFrom: 
Score: -85944872.000000 Penalty: 172990.062500
Entering ConstructFrom: 
Trying to split cluster 1 (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: -195682.093750 Penalty: 1204.279663
	Iteration 0F: 2 clusters Score -195682.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -193953.640625 Penalty: 2408.559326
	Iteration 0F: 3 clusters Score -193953.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -194668.109375 Penalty: 2408.559326
	Iteration 1F: 3 clusters Score -194668.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -195146.484375 Penalty: 2408.559326
	Iteration 2F: 3 clusters Score -195146.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -195489.640625 Penalty: 2408.559326
	Iteration 3F: 3 clusters Score -195489.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -195703.234375 Penalty: 2408.559326
	Iteration 4F: 3 clusters Score -195703.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -195830.296875 Penalty: 2408.559326
	Iteration 5Q: 3 clusters Score -195830.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -195907.000000 Penalty: 2408.559326
	Iteration 6Q: 3 clusters Score -195907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -195949.218750 Penalty: 2408.559326
	Iteration 7Q: 3 clusters Score -195949.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -195966.515625 Penalty: 2408.559326
	Iteration 8Q: 3 clusters Score -195966.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -195971.062500 Penalty: 2408.559326
	Iteration 9Q: 3 clusters Score -195971.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -195979.687500 Penalty: 2408.559326
	Iteration 10Q: 3 clusters Score -195979.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -195988.953125 Penalty: 2408.559326
	Iteration 11Q: 3 clusters Score -195989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -195991.156250 Penalty: 2408.559326
	Iteration 12Q: 3 clusters Score -195991.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -195993.984375 Penalty: 2408.559326
	Iteration 13Q: 3 clusters Score -195994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -195994.296875 Penalty: 2408.559326
	Iteration 14Q: 3 clusters Score -195994.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -195994.937500 Penalty: 2408.559326
	Iteration 15Q: 3 clusters Score -195994.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -195994.937500 Penalty: 2408.559326
	Iteration 16F: 3 clusters Score -195994.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16492 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22554 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13290 members 
Mstep: Class 26 contains 8070 members 
Mstep: Class 27 contains 12272 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11820 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 24910 members 
Mstep: Class 44 contains 16407 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12862 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22693 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15446 members 
Mstep: Class 81 contains 655 members 
Entering Unmasked Estep 
Score: -85944072.000000 Penalty: 175152.437500
Splitting cluster 1 changes total score from -85944872.000000 to -85944072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -182735.890625 Penalty: 1181.199463
	Iteration 0F: 2 clusters Score -182735.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -181054.546875 Penalty: 2362.398926
	Iteration 0F: 3 clusters Score -181054.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -181441.046875 Penalty: 2362.398926
	Iteration 1F: 3 clusters Score -181441 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -181538.359375 Penalty: 2362.398926
	Iteration 2F: 3 clusters Score -181538.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -181632.578125 Penalty: 2362.398926
	Iteration 3F: 3 clusters Score -181632.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -181734.953125 Penalty: 2362.398926
	Iteration 4F: 3 clusters Score -181735 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -181807.968750 Penalty: 2362.398926
	Iteration 5Q: 3 clusters Score -181808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -181866.531250 Penalty: 2362.398926
	Iteration 6Q: 3 clusters Score -181866.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -181949.906250 Penalty: 2362.398926
	Iteration 7Q: 3 clusters Score -181949.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -182005.718750 Penalty: 2362.398926
	Iteration 8Q: 3 clusters Score -182005.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -182048.234375 Penalty: 2362.398926
	Iteration 9Q: 3 clusters Score -182048.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -182096.546875 Penalty: 2362.398926
	Iteration 10Q: 3 clusters Score -182096.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -182138.578125 Penalty: 2362.398926
	Iteration 11Q: 3 clusters Score -182138.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -182160.984375 Penalty: 2362.398926
	Iteration 12Q: 3 clusters Score -182161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -182183.359375 Penalty: 2362.398926
	Iteration 13Q: 3 clusters Score -182183.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -182195.593750 Penalty: 2362.398926
	Iteration 14Q: 3 clusters Score -182195.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -182206.671875 Penalty: 2362.398926
	Iteration 15Q: 3 clusters Score -182206.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -182213.125000 Penalty: 2362.398926
	Iteration 16Q: 3 clusters Score -182213.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -182220.515625 Penalty: 2362.398926
	Iteration 17Q: 3 clusters Score -182220.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -182222.140625 Penalty: 2362.398926
	Iteration 18Q: 3 clusters Score -182222.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -182224.031250 Penalty: 2362.398926
	Iteration 19Q: 3 clusters Score -182224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -182231.500000 Penalty: 2362.398926
	Iteration 20F: 3 clusters Score -182231.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -182245.015625 Penalty: 2362.398926
	Iteration 21Q: 3 clusters Score -182245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -182278.984375 Penalty: 2362.398926
	Iteration 22Q: 3 clusters Score -182279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -182293.015625 Penalty: 2362.398926
	Iteration 23Q: 3 clusters Score -182293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -182296.656250 Penalty: 2362.398926
	Iteration 24Q: 3 clusters Score -182296.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -182301.234375 Penalty: 2362.398926
	Iteration 25Q: 3 clusters Score -182301.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -182316.390625 Penalty: 2362.398926
	Iteration 26Q: 3 clusters Score -182316.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -182321.031250 Penalty: 2362.398926
	Iteration 27Q: 3 clusters Score -182321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -182321.734375 Penalty: 2362.398926
	Iteration 28Q: 3 clusters Score -182321.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -182321.734375 Penalty: 2362.398926
	Iteration 29F: 3 clusters Score -182321.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Entering Unmasked Estep 
Score: -2497625.500000 Penalty: 1577.977417
	Iteration 0F: 2 clusters Score -2497626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2486653.250000 Penalty: 3155.954834
	Iteration 0F: 3 clusters Score -2486653 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2490537.500000 Penalty: 3155.954834
	Iteration 1F: 3 clusters Score -2490538 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2491017.250000 Penalty: 3155.954834
	Iteration 2F: 3 clusters Score -2491017 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2491492.250000 Penalty: 3155.954834
	Iteration 3F: 3 clusters Score -2491492 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2491923.000000 Penalty: 3155.954834
	Iteration 4F: 3 clusters Score -2491923 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2492295.000000 Penalty: 3155.954834
	Iteration 5F: 3 clusters Score -2492295 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2492588.250000 Penalty: 3155.954834
	Iteration 6Q: 3 clusters Score -2492588 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2492795.250000 Penalty: 3155.954834
	Iteration 7Q: 3 clusters Score -2492795 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2492976.250000 Penalty: 3155.954834
	Iteration 8Q: 3 clusters Score -2492976 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2493129.500000 Penalty: 3155.954834
	Iteration 9Q: 3 clusters Score -2493130 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2493269.500000 Penalty: 3155.954834
	Iteration 10Q: 3 clusters Score -2493270 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2493436.750000 Penalty: 3155.954834
	Iteration 11Q: 3 clusters Score -2493437 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2493600.250000 Penalty: 3155.954834
	Iteration 12Q: 3 clusters Score -2493600 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2493781.750000 Penalty: 3155.954834
	Iteration 13Q: 3 clusters Score -2493782 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2493956.000000 Penalty: 3155.954834
	Iteration 14Q: 3 clusters Score -2493956 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2494163.750000 Penalty: 3155.954834
	Iteration 15Q: 3 clusters Score -2494164 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2494376.500000 Penalty: 3155.954834
	Iteration 16Q: 3 clusters Score -2494376 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2494635.000000 Penalty: 3155.954834
	Iteration 17Q: 3 clusters Score -2494635 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2494883.000000 Penalty: 3155.954834
	Iteration 18Q: 3 clusters Score -2494883 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2495142.000000 Penalty: 3155.954834
	Iteration 19Q: 3 clusters Score -2495142 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2495410.750000 Penalty: 3155.954834
	Iteration 20F: 3 clusters Score -2495411 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2495625.500000 Penalty: 3155.954834
	Iteration 21Q: 3 clusters Score -2495626 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2495805.250000 Penalty: 3155.954834
	Iteration 22Q: 3 clusters Score -2495805 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2495948.250000 Penalty: 3155.954834
	Iteration 23Q: 3 clusters Score -2495948 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2496040.750000 Penalty: 3155.954834
	Iteration 24Q: 3 clusters Score -2496041 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2496104.500000 Penalty: 3155.954834
	Iteration 25Q: 3 clusters Score -2496104 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2496154.750000 Penalty: 3155.954834
	Iteration 26Q: 3 clusters Score -2496155 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2496213.000000 Penalty: 3155.954834
	Iteration 27Q: 3 clusters Score -2496213 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2496252.250000 Penalty: 3155.954834
	Iteration 28Q: 3 clusters Score -2496252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2496283.750000 Penalty: 3155.954834
	Iteration 29Q: 3 clusters Score -2496284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2496295.500000 Penalty: 3155.954834
	Iteration 30Q: 3 clusters Score -2496296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2496297.250000 Penalty: 3155.954834
	Iteration 31Q: 3 clusters Score -2496297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2496309.000000 Penalty: 3155.954834
	Iteration 32Q: 3 clusters Score -2496309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2496309.250000 Penalty: 3155.954834
	Iteration 33Q: 3 clusters Score -2496309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2496313.500000 Penalty: 3155.954834
	Iteration 34Q: 3 clusters Score -2496314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2496317.250000 Penalty: 3155.954834
	Iteration 35Q: 3 clusters Score -2496317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2496316.000000 Penalty: 3155.954834
	Iteration 36Q: 3 clusters Score -2496316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2496316.000000 Penalty: 3155.954834
	Iteration 37F: 3 clusters Score -2496316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -147443.421875 Penalty: 1156.017822
	Iteration 0F: 2 clusters Score -147443.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -145966.140625 Penalty: 2312.035645
	Iteration 0F: 3 clusters Score -145966.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -146651.421875 Penalty: 2312.035645
	Iteration 1F: 3 clusters Score -146651.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -147074.531250 Penalty: 2312.035645
	Iteration 2F: 3 clusters Score -147074.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -147317.093750 Penalty: 2312.035645
	Iteration 3F: 3 clusters Score -147317.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -147400.734375 Penalty: 2312.035645
	Iteration 4Q: 3 clusters Score -147400.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -147452.375000 Penalty: 2312.035645
	Iteration 5Q: 3 clusters Score -147452.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -147484.656250 Penalty: 2312.035645
	Iteration 6Q: 3 clusters Score -147484.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -147506.546875 Penalty: 2312.035645
	Iteration 7Q: 3 clusters Score -147506.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -147515.796875 Penalty: 2312.035645
	Iteration 8Q: 3 clusters Score -147515.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -147527.687500 Penalty: 2312.035645
	Iteration 9Q: 3 clusters Score -147527.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -147534.718750 Penalty: 2312.035645
	Iteration 10Q: 3 clusters Score -147534.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -147536.609375 Penalty: 2312.035645
	Iteration 11Q: 3 clusters Score -147536.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -147537.781250 Penalty: 2312.035645
	Iteration 12Q: 3 clusters Score -147537.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -147541.390625 Penalty: 2312.035645
	Iteration 13Q: 3 clusters Score -147541.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -147551.515625 Penalty: 2312.035645
	Iteration 14Q: 3 clusters Score -147551.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -147559.375000 Penalty: 2312.035645
	Iteration 15Q: 3 clusters Score -147559.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -147567.890625 Penalty: 2312.035645
	Iteration 16Q: 3 clusters Score -147567.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -147571.812500 Penalty: 2312.035645
	Iteration 17Q: 3 clusters Score -147571.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -147577.453125 Penalty: 2312.035645
	Iteration 18Q: 3 clusters Score -147577.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -147583.140625 Penalty: 2312.035645
	Iteration 19Q: 3 clusters Score -147583.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -147595.937500 Penalty: 2312.035645
	Iteration 20F: 3 clusters Score -147595.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -147615.140625 Penalty: 2312.035645
	Iteration 21Q: 3 clusters Score -147615.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -147623.328125 Penalty: 2312.035645
	Iteration 22Q: 3 clusters Score -147623.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -147627.156250 Penalty: 2312.035645
	Iteration 23Q: 3 clusters Score -147627.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -147630.609375 Penalty: 2312.035645
	Iteration 24Q: 3 clusters Score -147630.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -147630.609375 Penalty: 2312.035645
	Iteration 25F: 3 clusters Score -147630.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16492 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22554 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13290 members 
Mstep: Class 26 contains 8070 members 
Mstep: Class 27 contains 12272 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11820 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 24910 members 
Mstep: Class 44 contains 16407 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12862 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22693 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15446 members 
Mstep: Class 81 contains 656 members 
Entering Unmasked Estep 
Score: -85944104.000000 Penalty: 175152.437500
Splitting cluster 4 changes total score from -85944872.000000 to -85944104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (29674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Entering Unmasked Estep 
Score: -4524521.000000 Penalty: 1673.429199
	Iteration 0F: 2 clusters Score -4524521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -4507540.000000 Penalty: 3346.858398
	Iteration 0F: 3 clusters Score -4507540 nChanged 13622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -4515458.500000 Penalty: 3346.858398
	Iteration 1F: 3 clusters Score -4515458 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -4516054.500000 Penalty: 3346.858398
	Iteration 2F: 3 clusters Score -4516054 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -4516722.000000 Penalty: 3346.858398
	Iteration 3F: 3 clusters Score -4516722 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -4517453.000000 Penalty: 3346.858398
	Iteration 4F: 3 clusters Score -4517453 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -4518211.000000 Penalty: 3346.858398
	Iteration 5F: 3 clusters Score -4518211 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -4519021.500000 Penalty: 3346.858398
	Iteration 6F: 3 clusters Score -4519022 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -4519596.000000 Penalty: 3346.858398
	Iteration 7F: 3 clusters Score -4519596 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -4519967.000000 Penalty: 3346.858398
	Iteration 8Q: 3 clusters Score -4519967 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -4520235.500000 Penalty: 3346.858398
	Iteration 9Q: 3 clusters Score -4520236 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -4520480.000000 Penalty: 3346.858398
	Iteration 10Q: 3 clusters Score -4520480 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -4520789.500000 Penalty: 3346.858398
	Iteration 11Q: 3 clusters Score -4520790 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -4521049.500000 Penalty: 3346.858398
	Iteration 12Q: 3 clusters Score -4521050 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -4521252.000000 Penalty: 3346.858398
	Iteration 13Q: 3 clusters Score -4521252 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -4521421.500000 Penalty: 3346.858398
	Iteration 14Q: 3 clusters Score -4521422 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4521564.500000 Penalty: 3346.858398
	Iteration 15Q: 3 clusters Score -4521564 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4521849.000000 Penalty: 3346.858398
	Iteration 16Q: 3 clusters Score -4521849 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4522129.000000 Penalty: 3346.858398
	Iteration 17Q: 3 clusters Score -4522129 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4522310.500000 Penalty: 3346.858398
	Iteration 18Q: 3 clusters Score -4522310 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4522507.000000 Penalty: 3346.858398
	Iteration 19Q: 3 clusters Score -4522507 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4522651.000000 Penalty: 3346.858398
	Iteration 20F: 3 clusters Score -4522651 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4522742.000000 Penalty: 3346.858398
	Iteration 21Q: 3 clusters Score -4522742 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4522848.000000 Penalty: 3346.858398
	Iteration 22Q: 3 clusters Score -4522848 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4522910.000000 Penalty: 3346.858398
	Iteration 23Q: 3 clusters Score -4522910 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4522962.000000 Penalty: 3346.858398
	Iteration 24Q: 3 clusters Score -4522962 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4523001.500000 Penalty: 3346.858398
	Iteration 25Q: 3 clusters Score -4523002 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4523034.500000 Penalty: 3346.858398
	Iteration 26Q: 3 clusters Score -4523034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4523057.000000 Penalty: 3346.858398
	Iteration 27Q: 3 clusters Score -4523057 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4523081.000000 Penalty: 3346.858398
	Iteration 28Q: 3 clusters Score -4523081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4523094.500000 Penalty: 3346.858398
	Iteration 29Q: 3 clusters Score -4523094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4523111.000000 Penalty: 3346.858398
	Iteration 30Q: 3 clusters Score -4523111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4523131.500000 Penalty: 3346.858398
	Iteration 31Q: 3 clusters Score -4523132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4523141.000000 Penalty: 3346.858398
	Iteration 32Q: 3 clusters Score -4523141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4523157.500000 Penalty: 3346.858398
	Iteration 33Q: 3 clusters Score -4523158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4523168.000000 Penalty: 3346.858398
	Iteration 34Q: 3 clusters Score -4523168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4523175.000000 Penalty: 3346.858398
	Iteration 35Q: 3 clusters Score -4523175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4523187.000000 Penalty: 3346.858398
	Iteration 36Q: 3 clusters Score -4523187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4523211.500000 Penalty: 3346.858398
	Iteration 37Q: 3 clusters Score -4523212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4523228.000000 Penalty: 3346.858398
	Iteration 38Q: 3 clusters Score -4523228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4523231.500000 Penalty: 3346.858398
	Iteration 39Q: 3 clusters Score -4523232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4523248.500000 Penalty: 3346.858398
	Iteration 40F: 3 clusters Score -4523248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4523250.500000 Penalty: 3346.858398
	Iteration 41Q: 3 clusters Score -4523250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4523255.500000 Penalty: 3346.858398
	Iteration 42Q: 3 clusters Score -4523256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4523253.500000 Penalty: 3346.858398
	Iteration 43Q: 3 clusters Score -4523254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4523255.000000 Penalty: 3346.858398
	Iteration 44Q: 3 clusters Score -4523255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4523255.500000 Penalty: 3346.858398
	Iteration 45Q: 3 clusters Score -4523256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4523257.500000 Penalty: 3346.858398
	Iteration 46Q: 3 clusters Score -4523258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4523259.000000 Penalty: 3346.858398
	Iteration 47Q: 3 clusters Score -4523259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4523265.000000 Penalty: 3346.858398
	Iteration 48Q: 3 clusters Score -4523265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4523273.500000 Penalty: 3346.858398
	Iteration 49Q: 3 clusters Score -4523274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4523272.000000 Penalty: 3346.858398
	Iteration 50Q: 3 clusters Score -4523272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4523276.000000 Penalty: 3346.858398
	Iteration 51Q: 3 clusters Score -4523276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4523276.000000 Penalty: 3346.858398
	Iteration 52Q: 3 clusters Score -4523276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4523275.000000 Penalty: 3346.858398
	Iteration 53Q: 3 clusters Score -4523275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4523279.500000 Penalty: 3346.858398
	Iteration 54Q: 3 clusters Score -4523280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4523281.500000 Penalty: 3346.858398
	Iteration 55Q: 3 clusters Score -4523282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4523285.000000 Penalty: 3346.858398
	Iteration 56Q: 3 clusters Score -4523285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4523288.500000 Penalty: 3346.858398
	Iteration 57Q: 3 clusters Score -4523288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4523285.000000 Penalty: 3346.858398
	Iteration 58Q: 3 clusters Score -4523285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4523294.000000 Penalty: 3346.858398
	Iteration 59Q: 3 clusters Score -4523294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4523290.500000 Penalty: 3346.858398
	Iteration 60F: 3 clusters Score -4523290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4523293.000000 Penalty: 3346.858398
	Iteration 61Q: 3 clusters Score -4523293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4523294.000000 Penalty: 3346.858398
	Iteration 62Q: 3 clusters Score -4523294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4523289.500000 Penalty: 3346.858398
	Iteration 63Q: 3 clusters Score -4523290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4523289.500000 Penalty: 3346.858398
	Iteration 64F: 3 clusters Score -4523290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -188195.546875 Penalty: 1188.072998
	Iteration 0F: 2 clusters Score -188195.5 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 707 members 
Entering Unmasked Estep 
Score: -186433.625000 Penalty: 2376.145996
	Iteration 0F: 3 clusters Score -186433.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -186834.609375 Penalty: 2376.145996
	Iteration 1F: 3 clusters Score -186834.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -186945.468750 Penalty: 2376.145996
	Iteration 2F: 3 clusters Score -186945.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -187034.468750 Penalty: 2376.145996
	Iteration 3Q: 3 clusters Score -187034.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -187133.250000 Penalty: 2376.145996
	Iteration 4Q: 3 clusters Score -187133.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -187212.281250 Penalty: 2376.145996
	Iteration 5Q: 3 clusters Score -187212.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -187262.718750 Penalty: 2376.145996
	Iteration 6Q: 3 clusters Score -187262.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -187294.671875 Penalty: 2376.145996
	Iteration 7Q: 3 clusters Score -187294.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -187323.062500 Penalty: 2376.145996
	Iteration 8Q: 3 clusters Score -187323.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -187336.828125 Penalty: 2376.145996
	Iteration 9Q: 3 clusters Score -187336.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -187351.906250 Penalty: 2376.145996
	Iteration 10Q: 3 clusters Score -187351.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -187368.781250 Penalty: 2376.145996
	Iteration 11Q: 3 clusters Score -187368.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -187384.781250 Penalty: 2376.145996
	Iteration 12Q: 3 clusters Score -187384.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -187404.484375 Penalty: 2376.145996
	Iteration 13Q: 3 clusters Score -187404.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -187431.890625 Penalty: 2376.145996
	Iteration 14Q: 3 clusters Score -187431.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -187457.171875 Penalty: 2376.145996
	Iteration 15Q: 3 clusters Score -187457.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -187475.578125 Penalty: 2376.145996
	Iteration 16Q: 3 clusters Score -187475.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -187493.203125 Penalty: 2376.145996
	Iteration 17Q: 3 clusters Score -187493.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -187509.125000 Penalty: 2376.145996
	Iteration 18Q: 3 clusters Score -187509.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -187521.015625 Penalty: 2376.145996
	Iteration 19Q: 3 clusters Score -187521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -187529.375000 Penalty: 2376.145996
	Iteration 20F: 3 clusters Score -187529.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -187541.656250 Penalty: 2376.145996
	Iteration 21Q: 3 clusters Score -187541.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -187550.250000 Penalty: 2376.145996
	Iteration 22Q: 3 clusters Score -187550.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -187554.218750 Penalty: 2376.145996
	Iteration 23Q: 3 clusters Score -187554.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -187557.937500 Penalty: 2376.145996
	Iteration 24Q: 3 clusters Score -187557.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -187559.484375 Penalty: 2376.145996
	Iteration 25Q: 3 clusters Score -187559.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -187560.656250 Penalty: 2376.145996
	Iteration 26Q: 3 clusters Score -187560.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -187561.562500 Penalty: 2376.145996
	Iteration 27Q: 3 clusters Score -187561.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -187561.562500 Penalty: 2376.145996
	Iteration 28F: 3 clusters Score -187561.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Entering Unmasked Estep 
Score: -1615517.375000 Penalty: 1555.131592
	Iteration 0F: 2 clusters Score -1615517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1605544.125000 Penalty: 3110.263184
	Iteration 0F: 3 clusters Score -1605544 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1609415.375000 Penalty: 3110.263184
	Iteration 1F: 3 clusters Score -1609415 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1610058.750000 Penalty: 3110.263184
	Iteration 2F: 3 clusters Score -1610059 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1610589.625000 Penalty: 3110.263184
	Iteration 3F: 3 clusters Score -1610590 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1611060.375000 Penalty: 3110.263184
	Iteration 4F: 3 clusters Score -1611060 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1611516.625000 Penalty: 3110.263184
	Iteration 5F: 3 clusters Score -1611517 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1611964.250000 Penalty: 3110.263184
	Iteration 6F: 3 clusters Score -1611964 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1612370.250000 Penalty: 3110.263184
	Iteration 7Q: 3 clusters Score -1612370 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1612752.250000 Penalty: 3110.263184
	Iteration 8Q: 3 clusters Score -1612752 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1613124.500000 Penalty: 3110.263184
	Iteration 9Q: 3 clusters Score -1613124 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1613402.875000 Penalty: 3110.263184
	Iteration 10Q: 3 clusters Score -1613403 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1613587.000000 Penalty: 3110.263184
	Iteration 11Q: 3 clusters Score -1613587 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1613723.500000 Penalty: 3110.263184
	Iteration 12Q: 3 clusters Score -1613724 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1613812.125000 Penalty: 3110.263184
	Iteration 13Q: 3 clusters Score -1613812 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1613879.375000 Penalty: 3110.263184
	Iteration 14Q: 3 clusters Score -1613879 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1613940.000000 Penalty: 3110.263184
	Iteration 15Q: 3 clusters Score -1613940 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1614000.250000 Penalty: 3110.263184
	Iteration 16Q: 3 clusters Score -1614000 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1614056.625000 Penalty: 3110.263184
	Iteration 17Q: 3 clusters Score -1614057 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1614104.875000 Penalty: 3110.263184
	Iteration 18Q: 3 clusters Score -1614105 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1614149.625000 Penalty: 3110.263184
	Iteration 19Q: 3 clusters Score -1614150 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1614187.125000 Penalty: 3110.263184
	Iteration 20F: 3 clusters Score -1614187 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1614224.125000 Penalty: 3110.263184
	Iteration 21Q: 3 clusters Score -1614224 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1614264.500000 Penalty: 3110.263184
	Iteration 22Q: 3 clusters Score -1614264 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1614306.625000 Penalty: 3110.263184
	Iteration 23Q: 3 clusters Score -1614307 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1614360.250000 Penalty: 3110.263184
	Iteration 24Q: 3 clusters Score -1614360 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1614410.250000 Penalty: 3110.263184
	Iteration 25Q: 3 clusters Score -1614410 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1614456.750000 Penalty: 3110.263184
	Iteration 26Q: 3 clusters Score -1614457 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1614496.625000 Penalty: 3110.263184
	Iteration 27Q: 3 clusters Score -1614497 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1614521.625000 Penalty: 3110.263184
	Iteration 28Q: 3 clusters Score -1614522 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1614537.000000 Penalty: 3110.263184
	Iteration 29Q: 3 clusters Score -1614537 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1614553.625000 Penalty: 3110.263184
	Iteration 30Q: 3 clusters Score -1614554 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1614572.250000 Penalty: 3110.263184
	Iteration 31Q: 3 clusters Score -1614572 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1614585.500000 Penalty: 3110.263184
	Iteration 32Q: 3 clusters Score -1614586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1614591.250000 Penalty: 3110.263184
	Iteration 33Q: 3 clusters Score -1614591 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1614607.750000 Penalty: 3110.263184
	Iteration 34Q: 3 clusters Score -1614608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1614614.625000 Penalty: 3110.263184
	Iteration 35Q: 3 clusters Score -1614615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1614621.500000 Penalty: 3110.263184
	Iteration 36Q: 3 clusters Score -1614622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1614625.250000 Penalty: 3110.263184
	Iteration 37Q: 3 clusters Score -1614625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1614625.125000 Penalty: 3110.263184
	Iteration 38Q: 3 clusters Score -1614625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1614638.125000 Penalty: 3110.263184
	Iteration 39Q: 3 clusters Score -1614638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1614638.875000 Penalty: 3110.263184
	Iteration 40F: 3 clusters Score -1614639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1614646.500000 Penalty: 3110.263184
	Iteration 41Q: 3 clusters Score -1614646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1614651.000000 Penalty: 3110.263184
	Iteration 42Q: 3 clusters Score -1614651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1614657.375000 Penalty: 3110.263184
	Iteration 43Q: 3 clusters Score -1614657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1614658.000000 Penalty: 3110.263184
	Iteration 44Q: 3 clusters Score -1614658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1614659.875000 Penalty: 3110.263184
	Iteration 45Q: 3 clusters Score -1614660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1614666.875000 Penalty: 3110.263184
	Iteration 46Q: 3 clusters Score -1614667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1614667.250000 Penalty: 3110.263184
	Iteration 47Q: 3 clusters Score -1614667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1614671.375000 Penalty: 3110.263184
	Iteration 48Q: 3 clusters Score -1614671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1614673.375000 Penalty: 3110.263184
	Iteration 49Q: 3 clusters Score -1614673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1614673.500000 Penalty: 3110.263184
	Iteration 50Q: 3 clusters Score -1614674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1614673.750000 Penalty: 3110.263184
	Iteration 51Q: 3 clusters Score -1614674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1614673.625000 Penalty: 3110.263184
	Iteration 52Q: 3 clusters Score -1614674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1614669.125000 Penalty: 3110.263184
	Iteration 53Q: 3 clusters Score -1614669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1614671.375000 Penalty: 3110.263184
	Iteration 54Q: 3 clusters Score -1614671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1614672.000000 Penalty: 3110.263184
	Iteration 55Q: 3 clusters Score -1614672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1614672.000000 Penalty: 3110.263184
	Iteration 56Q: 3 clusters Score -1614672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1614675.500000 Penalty: 3110.263184
	Iteration 57Q: 3 clusters Score -1614676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1614676.375000 Penalty: 3110.263184
	Iteration 58Q: 3 clusters Score -1614676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1614674.500000 Penalty: 3110.263184
	Iteration 59Q: 3 clusters Score -1614674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1614674.750000 Penalty: 3110.263184
	Iteration 60F: 3 clusters Score -1614675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1614678.125000 Penalty: 3110.263184
	Iteration 61Q: 3 clusters Score -1614678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1614680.500000 Penalty: 3110.263184
	Iteration 62Q: 3 clusters Score -1614680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1614681.125000 Penalty: 3110.263184
	Iteration 63Q: 3 clusters Score -1614681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1614683.000000 Penalty: 3110.263184
	Iteration 64Q: 3 clusters Score -1614683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1614683.750000 Penalty: 3110.263184
	Iteration 65Q: 3 clusters Score -1614684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1614682.375000 Penalty: 3110.263184
	Iteration 66Q: 3 clusters Score -1614682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1614682.375000 Penalty: 3110.263184
	Iteration 67F: 3 clusters Score -1614682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -19635.587891 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -19635.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19004.728516 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -19004.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19145.546875 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -19145.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19178.935547 Penalty: 1726.791992
	Iteration 2F: 3 clusters Score -19178.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19191.326172 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -19191.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19229.468750 Penalty: 1726.791992
	Iteration 4Q: 3 clusters Score -19229.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19232.357422 Penalty: 1726.791992
	Iteration 5Q: 3 clusters Score -19232.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19232.357422 Penalty: 1726.791992
	Iteration 6F: 3 clusters Score -19232.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Entering Unmasked Estep 
Score: -1598102.875000 Penalty: 1508.250854
	Iteration 0F: 2 clusters Score -1598103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1590564.125000 Penalty: 3016.501709
	Iteration 0F: 3 clusters Score -1590564 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1593006.000000 Penalty: 3016.501709
	Iteration 1F: 3 clusters Score -1593006 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1593348.125000 Penalty: 3016.501709
	Iteration 2F: 3 clusters Score -1593348 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1593677.250000 Penalty: 3016.501709
	Iteration 3F: 3 clusters Score -1593677 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1594039.500000 Penalty: 3016.501709
	Iteration 4F: 3 clusters Score -1594040 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1594445.250000 Penalty: 3016.501709
	Iteration 5F: 3 clusters Score -1594445 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1594934.750000 Penalty: 3016.501709
	Iteration 6F: 3 clusters Score -1594935 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1595475.125000 Penalty: 3016.501709
	Iteration 7F: 3 clusters Score -1595475 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1596041.000000 Penalty: 3016.501709
	Iteration 8F: 3 clusters Score -1596041 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1596540.125000 Penalty: 3016.501709
	Iteration 9F: 3 clusters Score -1596540 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1596886.500000 Penalty: 3016.501709
	Iteration 10Q: 3 clusters Score -1596886 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1597135.875000 Penalty: 3016.501709
	Iteration 11Q: 3 clusters Score -1597136 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1597276.500000 Penalty: 3016.501709
	Iteration 12Q: 3 clusters Score -1597276 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1597346.375000 Penalty: 3016.501709
	Iteration 13Q: 3 clusters Score -1597346 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1597407.375000 Penalty: 3016.501709
	Iteration 14Q: 3 clusters Score -1597407 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1597453.875000 Penalty: 3016.501709
	Iteration 15Q: 3 clusters Score -1597454 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1597481.375000 Penalty: 3016.501709
	Iteration 16Q: 3 clusters Score -1597481 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1597506.875000 Penalty: 3016.501709
	Iteration 17Q: 3 clusters Score -1597507 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1597523.250000 Penalty: 3016.501709
	Iteration 18Q: 3 clusters Score -1597523 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1597536.500000 Penalty: 3016.501709
	Iteration 19Q: 3 clusters Score -1597536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1597537.875000 Penalty: 3016.501709
	Iteration 20F: 3 clusters Score -1597538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1597540.750000 Penalty: 3016.501709
	Iteration 21Q: 3 clusters Score -1597541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1597542.875000 Penalty: 3016.501709
	Iteration 22Q: 3 clusters Score -1597543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1597545.000000 Penalty: 3016.501709
	Iteration 23Q: 3 clusters Score -1597545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1597544.500000 Penalty: 3016.501709
	Iteration 24Q: 3 clusters Score -1597544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1597544.375000 Penalty: 3016.501709
	Iteration 25Q: 3 clusters Score -1597544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1597544.625000 Penalty: 3016.501709
	Iteration 26Q: 3 clusters Score -1597545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1597546.125000 Penalty: 3016.501709
	Iteration 27Q: 3 clusters Score -1597546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1597545.750000 Penalty: 3016.501709
	Iteration 28Q: 3 clusters Score -1597546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1597545.750000 Penalty: 3016.501709
	Iteration 29F: 3 clusters Score -1597546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Entering Unmasked Estep 
Score: -647974.562500 Penalty: 1378.220703
	Iteration 0F: 2 clusters Score -647974.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -644095.375000 Penalty: 2756.441406
	Iteration 0F: 3 clusters Score -644095.4 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -645227.750000 Penalty: 2756.441406
	Iteration 1F: 3 clusters Score -645227.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -645429.062500 Penalty: 2756.441406
	Iteration 2F: 3 clusters Score -645429.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -645598.750000 Penalty: 2756.441406
	Iteration 3F: 3 clusters Score -645598.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -645722.937500 Penalty: 2756.441406
	Iteration 4Q: 3 clusters Score -645722.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -645808.437500 Penalty: 2756.441406
	Iteration 5Q: 3 clusters Score -645808.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -645918.437500 Penalty: 2756.441406
	Iteration 6Q: 3 clusters Score -645918.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -646049.750000 Penalty: 2756.441406
	Iteration 7Q: 3 clusters Score -646049.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -646178.062500 Penalty: 2756.441406
	Iteration 8Q: 3 clusters Score -646178.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -646293.250000 Penalty: 2756.441406
	Iteration 9Q: 3 clusters Score -646293.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -646411.187500 Penalty: 2756.441406
	Iteration 10Q: 3 clusters Score -646411.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -646536.125000 Penalty: 2756.441406
	Iteration 11Q: 3 clusters Score -646536.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -646632.437500 Penalty: 2756.441406
	Iteration 12Q: 3 clusters Score -646632.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -646704.500000 Penalty: 2756.441406
	Iteration 13Q: 3 clusters Score -646704.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -646741.937500 Penalty: 2756.441406
	Iteration 14Q: 3 clusters Score -646741.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -646771.062500 Penalty: 2756.441406
	Iteration 15Q: 3 clusters Score -646771.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -646792.625000 Penalty: 2756.441406
	Iteration 16Q: 3 clusters Score -646792.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -646809.625000 Penalty: 2756.441406
	Iteration 17Q: 3 clusters Score -646809.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -646824.187500 Penalty: 2756.441406
	Iteration 18Q: 3 clusters Score -646824.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -646830.812500 Penalty: 2756.441406
	Iteration 19Q: 3 clusters Score -646830.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -646837.500000 Penalty: 2756.441406
	Iteration 20F: 3 clusters Score -646837.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -646842.687500 Penalty: 2756.441406
	Iteration 21Q: 3 clusters Score -646842.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -646848.000000 Penalty: 2756.441406
	Iteration 22Q: 3 clusters Score -646848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -646849.312500 Penalty: 2756.441406
	Iteration 23Q: 3 clusters Score -646849.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -646850.750000 Penalty: 2756.441406
	Iteration 24Q: 3 clusters Score -646850.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -646854.375000 Penalty: 2756.441406
	Iteration 25Q: 3 clusters Score -646854.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -646855.437500 Penalty: 2756.441406
	Iteration 26Q: 3 clusters Score -646855.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -646858.625000 Penalty: 2756.441406
	Iteration 27Q: 3 clusters Score -646858.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -646859.687500 Penalty: 2756.441406
	Iteration 28Q: 3 clusters Score -646859.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -646860.687500 Penalty: 2756.441406
	Iteration 29Q: 3 clusters Score -646860.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -646863.812500 Penalty: 2756.441406
	Iteration 30Q: 3 clusters Score -646863.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -646864.625000 Penalty: 2756.441406
	Iteration 31Q: 3 clusters Score -646864.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -646865.000000 Penalty: 2756.441406
	Iteration 32Q: 3 clusters Score -646865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -646865.687500 Penalty: 2756.441406
	Iteration 33Q: 3 clusters Score -646865.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -646865.687500 Penalty: 2756.441406
	Iteration 34F: 3 clusters Score -646865.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Entering Unmasked Estep 
Score: -231250.171875 Penalty: 1201.505249
	Iteration 0F: 2 clusters Score -231250.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -229432.921875 Penalty: 2403.010498
	Iteration 0F: 3 clusters Score -229432.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -229837.750000 Penalty: 2403.010498
	Iteration 1F: 3 clusters Score -229837.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -229944.546875 Penalty: 2403.010498
	Iteration 2F: 3 clusters Score -229944.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -230048.062500 Penalty: 2403.010498
	Iteration 3F: 3 clusters Score -230048.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -230148.531250 Penalty: 2403.010498
	Iteration 4F: 3 clusters Score -230148.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -230243.531250 Penalty: 2403.010498
	Iteration 5F: 3 clusters Score -230243.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -230323.828125 Penalty: 2403.010498
	Iteration 6Q: 3 clusters Score -230323.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -230418.718750 Penalty: 2403.010498
	Iteration 7Q: 3 clusters Score -230418.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -230507.531250 Penalty: 2403.010498
	Iteration 8Q: 3 clusters Score -230507.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -230598.000000 Penalty: 2403.010498
	Iteration 9Q: 3 clusters Score -230598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -230667.796875 Penalty: 2403.010498
	Iteration 10Q: 3 clusters Score -230667.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -230725.812500 Penalty: 2403.010498
	Iteration 11Q: 3 clusters Score -230725.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -230782.000000 Penalty: 2403.010498
	Iteration 12Q: 3 clusters Score -230782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -230826.250000 Penalty: 2403.010498
	Iteration 13Q: 3 clusters Score -230826.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -230866.375000 Penalty: 2403.010498
	Iteration 14Q: 3 clusters Score -230866.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -230893.093750 Penalty: 2403.010498
	Iteration 15Q: 3 clusters Score -230893.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -230916.718750 Penalty: 2403.010498
	Iteration 16Q: 3 clusters Score -230916.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -230938.578125 Penalty: 2403.010498
	Iteration 17Q: 3 clusters Score -230938.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -230972.546875 Penalty: 2403.010498
	Iteration 18Q: 3 clusters Score -230972.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -231004.109375 Penalty: 2403.010498
	Iteration 19Q: 3 clusters Score -231004.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -231037.125000 Penalty: 2403.010498
	Iteration 20F: 3 clusters Score -231037.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -231056.703125 Penalty: 2403.010498
	Iteration 21Q: 3 clusters Score -231056.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -231077.593750 Penalty: 2403.010498
	Iteration 22Q: 3 clusters Score -231077.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -231095.984375 Penalty: 2403.010498
	Iteration 23Q: 3 clusters Score -231096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -231109.812500 Penalty: 2403.010498
	Iteration 24Q: 3 clusters Score -231109.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -231120.421875 Penalty: 2403.010498
	Iteration 25Q: 3 clusters Score -231120.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -231134.656250 Penalty: 2403.010498
	Iteration 26Q: 3 clusters Score -231134.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -231142.546875 Penalty: 2403.010498
	Iteration 27Q: 3 clusters Score -231142.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -231145.390625 Penalty: 2403.010498
	Iteration 28Q: 3 clusters Score -231145.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -231146.468750 Penalty: 2403.010498
	Iteration 29Q: 3 clusters Score -231146.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -231147.515625 Penalty: 2403.010498
	Iteration 30Q: 3 clusters Score -231147.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -231149.046875 Penalty: 2403.010498
	Iteration 31Q: 3 clusters Score -231149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -231150.171875 Penalty: 2403.010498
	Iteration 32Q: 3 clusters Score -231150.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -231150.359375 Penalty: 2403.010498
	Iteration 33Q: 3 clusters Score -231150.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -231151.062500 Penalty: 2403.010498
	Iteration 34Q: 3 clusters Score -231151.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -231152.468750 Penalty: 2403.010498
	Iteration 35Q: 3 clusters Score -231152.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -231152.468750 Penalty: 2403.010498
	Iteration 36F: 3 clusters Score -231152.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Entering Unmasked Estep 
Score: -3431759.500000 Penalty: 1628.845947
	Iteration 0F: 2 clusters Score -3431760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -3417698.250000 Penalty: 3257.691895
	Iteration 0F: 3 clusters Score -3417698 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -3423542.250000 Penalty: 3257.691895
	Iteration 1F: 3 clusters Score -3423542 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -3424001.250000 Penalty: 3257.691895
	Iteration 2F: 3 clusters Score -3424001 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -3424401.250000 Penalty: 3257.691895
	Iteration 3Q: 3 clusters Score -3424401 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -3424746.000000 Penalty: 3257.691895
	Iteration 4Q: 3 clusters Score -3424746 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3425103.750000 Penalty: 3257.691895
	Iteration 5Q: 3 clusters Score -3425104 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3425448.000000 Penalty: 3257.691895
	Iteration 6Q: 3 clusters Score -3425448 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3425878.500000 Penalty: 3257.691895
	Iteration 7Q: 3 clusters Score -3425878 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -3426464.750000 Penalty: 3257.691895
	Iteration 8Q: 3 clusters Score -3426465 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3427194.500000 Penalty: 3257.691895
	Iteration 9F: 3 clusters Score -3427194 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -3427982.000000 Penalty: 3257.691895
	Iteration 10F: 3 clusters Score -3427982 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -3428800.750000 Penalty: 3257.691895
	Iteration 11F: 3 clusters Score -3428801 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3429400.000000 Penalty: 3257.691895
	Iteration 12Q: 3 clusters Score -3429400 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -3429809.500000 Penalty: 3257.691895
	Iteration 13Q: 3 clusters Score -3429810 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -3430044.500000 Penalty: 3257.691895
	Iteration 14Q: 3 clusters Score -3430044 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -3430182.500000 Penalty: 3257.691895
	Iteration 15Q: 3 clusters Score -3430182 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -3430291.000000 Penalty: 3257.691895
	Iteration 16Q: 3 clusters Score -3430291 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -3430348.000000 Penalty: 3257.691895
	Iteration 17Q: 3 clusters Score -3430348 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -3430388.750000 Penalty: 3257.691895
	Iteration 18Q: 3 clusters Score -3430389 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -3430401.500000 Penalty: 3257.691895
	Iteration 19Q: 3 clusters Score -3430402 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -3430407.000000 Penalty: 3257.691895
	Iteration 20F: 3 clusters Score -3430407 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -3430428.250000 Penalty: 3257.691895
	Iteration 21Q: 3 clusters Score -3430428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -3430434.500000 Penalty: 3257.691895
	Iteration 22Q: 3 clusters Score -3430434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -3430444.250000 Penalty: 3257.691895
	Iteration 23Q: 3 clusters Score -3430444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -3430458.000000 Penalty: 3257.691895
	Iteration 24Q: 3 clusters Score -3430458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -3430480.250000 Penalty: 3257.691895
	Iteration 25Q: 3 clusters Score -3430480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -3430489.750000 Penalty: 3257.691895
	Iteration 26Q: 3 clusters Score -3430490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -3430497.250000 Penalty: 3257.691895
	Iteration 27Q: 3 clusters Score -3430497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -3430500.000000 Penalty: 3257.691895
	Iteration 28Q: 3 clusters Score -3430500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -3430500.000000 Penalty: 3257.691895
	Iteration 29Q: 3 clusters Score -3430500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -3430500.250000 Penalty: 3257.691895
	Iteration 30Q: 3 clusters Score -3430500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -3430499.500000 Penalty: 3257.691895
	Iteration 31Q: 3 clusters Score -3430500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -3430498.750000 Penalty: 3257.691895
	Iteration 32Q: 3 clusters Score -3430499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -3430504.250000 Penalty: 3257.691895
	Iteration 33Q: 3 clusters Score -3430504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -3430501.000000 Penalty: 3257.691895
	Iteration 34Q: 3 clusters Score -3430501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -3430507.250000 Penalty: 3257.691895
	Iteration 35Q: 3 clusters Score -3430507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -3430510.250000 Penalty: 3257.691895
	Iteration 36Q: 3 clusters Score -3430510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -3430516.250000 Penalty: 3257.691895
	Iteration 37Q: 3 clusters Score -3430516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -3430526.750000 Penalty: 3257.691895
	Iteration 38Q: 3 clusters Score -3430527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3430523.500000 Penalty: 3257.691895
	Iteration 39Q: 3 clusters Score -3430524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -3430525.000000 Penalty: 3257.691895
	Iteration 40F: 3 clusters Score -3430525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -3430523.250000 Penalty: 3257.691895
	Iteration 41Q: 3 clusters Score -3430523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -3430524.750000 Penalty: 3257.691895
	Iteration 42Q: 3 clusters Score -3430525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3430524.250000 Penalty: 3257.691895
	Iteration 43Q: 3 clusters Score -3430524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3430524.250000 Penalty: 3257.691895
	Iteration 44F: 3 clusters Score -3430524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Entering Unmasked Estep 
Score: -1226422.375000 Penalty: 1466.695068
	Iteration 0F: 2 clusters Score -1226422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1220368.250000 Penalty: 2933.390137
	Iteration 0F: 3 clusters Score -1220368 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1222287.000000 Penalty: 2933.390137
	Iteration 1F: 3 clusters Score -1222287 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1222547.125000 Penalty: 2933.390137
	Iteration 2F: 3 clusters Score -1222547 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1222723.375000 Penalty: 2933.390137
	Iteration 3F: 3 clusters Score -1222723 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1222838.625000 Penalty: 2933.390137
	Iteration 4Q: 3 clusters Score -1222839 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1222943.875000 Penalty: 2933.390137
	Iteration 5Q: 3 clusters Score -1222944 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1223036.500000 Penalty: 2933.390137
	Iteration 6Q: 3 clusters Score -1223036 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1223122.375000 Penalty: 2933.390137
	Iteration 7Q: 3 clusters Score -1223122 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1223223.625000 Penalty: 2933.390137
	Iteration 8Q: 3 clusters Score -1223224 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1223324.750000 Penalty: 2933.390137
	Iteration 9Q: 3 clusters Score -1223325 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1223431.875000 Penalty: 2933.390137
	Iteration 10Q: 3 clusters Score -1223432 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1223551.250000 Penalty: 2933.390137
	Iteration 11Q: 3 clusters Score -1223551 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1223696.250000 Penalty: 2933.390137
	Iteration 12Q: 3 clusters Score -1223696 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1223835.750000 Penalty: 2933.390137
	Iteration 13Q: 3 clusters Score -1223836 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1223957.375000 Penalty: 2933.390137
	Iteration 14Q: 3 clusters Score -1223957 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1224078.000000 Penalty: 2933.390137
	Iteration 15Q: 3 clusters Score -1224078 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1224188.625000 Penalty: 2933.390137
	Iteration 16Q: 3 clusters Score -1224189 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1224291.000000 Penalty: 2933.390137
	Iteration 17Q: 3 clusters Score -1224291 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1224394.500000 Penalty: 2933.390137
	Iteration 18Q: 3 clusters Score -1224394 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1224474.875000 Penalty: 2933.390137
	Iteration 19Q: 3 clusters Score -1224475 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1224553.875000 Penalty: 2933.390137
	Iteration 20F: 3 clusters Score -1224554 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1224611.625000 Penalty: 2933.390137
	Iteration 21Q: 3 clusters Score -1224612 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1224676.750000 Penalty: 2933.390137
	Iteration 22Q: 3 clusters Score -1224677 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1224739.250000 Penalty: 2933.390137
	Iteration 23Q: 3 clusters Score -1224739 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1224795.500000 Penalty: 2933.390137
	Iteration 24Q: 3 clusters Score -1224796 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1224835.625000 Penalty: 2933.390137
	Iteration 25Q: 3 clusters Score -1224836 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1224855.125000 Penalty: 2933.390137
	Iteration 26Q: 3 clusters Score -1224855 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1224872.750000 Penalty: 2933.390137
	Iteration 27Q: 3 clusters Score -1224873 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1224884.750000 Penalty: 2933.390137
	Iteration 28Q: 3 clusters Score -1224885 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1224898.000000 Penalty: 2933.390137
	Iteration 29Q: 3 clusters Score -1224898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1224914.500000 Penalty: 2933.390137
	Iteration 30Q: 3 clusters Score -1224914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1224937.250000 Penalty: 2933.390137
	Iteration 31Q: 3 clusters Score -1224937 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1224959.750000 Penalty: 2933.390137
	Iteration 32Q: 3 clusters Score -1224960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1224972.125000 Penalty: 2933.390137
	Iteration 33Q: 3 clusters Score -1224972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1224982.125000 Penalty: 2933.390137
	Iteration 34Q: 3 clusters Score -1224982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1224987.750000 Penalty: 2933.390137
	Iteration 35Q: 3 clusters Score -1224988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1224991.375000 Penalty: 2933.390137
	Iteration 36Q: 3 clusters Score -1224991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1224997.875000 Penalty: 2933.390137
	Iteration 37Q: 3 clusters Score -1224998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1225001.875000 Penalty: 2933.390137
	Iteration 38Q: 3 clusters Score -1225002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1225004.375000 Penalty: 2933.390137
	Iteration 39Q: 3 clusters Score -1225004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1225006.625000 Penalty: 2933.390137
	Iteration 40F: 3 clusters Score -1225007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1225003.625000 Penalty: 2933.390137
	Iteration 41Q: 3 clusters Score -1225004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1225002.750000 Penalty: 2933.390137
	Iteration 42Q: 3 clusters Score -1225003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1225007.375000 Penalty: 2933.390137
	Iteration 43Q: 3 clusters Score -1225007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1225009.250000 Penalty: 2933.390137
	Iteration 44Q: 3 clusters Score -1225009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1225007.375000 Penalty: 2933.390137
	Iteration 45Q: 3 clusters Score -1225007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1225011.750000 Penalty: 2933.390137
	Iteration 46Q: 3 clusters Score -1225012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1225015.625000 Penalty: 2933.390137
	Iteration 47Q: 3 clusters Score -1225016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1225020.000000 Penalty: 2933.390137
	Iteration 48Q: 3 clusters Score -1225020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1225020.000000 Penalty: 2933.390137
	Iteration 49Q: 3 clusters Score -1225020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1225024.500000 Penalty: 2933.390137
	Iteration 50Q: 3 clusters Score -1225024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1225025.375000 Penalty: 2933.390137
	Iteration 51Q: 3 clusters Score -1225025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1225028.000000 Penalty: 2933.390137
	Iteration 52Q: 3 clusters Score -1225028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1225029.375000 Penalty: 2933.390137
	Iteration 53Q: 3 clusters Score -1225029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1225031.375000 Penalty: 2933.390137
	Iteration 54Q: 3 clusters Score -1225031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1225034.125000 Penalty: 2933.390137
	Iteration 55Q: 3 clusters Score -1225034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1225034.875000 Penalty: 2933.390137
	Iteration 56Q: 3 clusters Score -1225035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1225036.625000 Penalty: 2933.390137
	Iteration 57Q: 3 clusters Score -1225037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1225039.875000 Penalty: 2933.390137
	Iteration 58Q: 3 clusters Score -1225040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1225038.375000 Penalty: 2933.390137
	Iteration 59Q: 3 clusters Score -1225038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1225043.250000 Penalty: 2933.390137
	Iteration 60F: 3 clusters Score -1225043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1225041.250000 Penalty: 2933.390137
	Iteration 61Q: 3 clusters Score -1225041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1225041.250000 Penalty: 2933.390137
	Iteration 62F: 3 clusters Score -1225041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Entering Unmasked Estep 
Score: -1679282.750000 Penalty: 1513.521606
	Iteration 0F: 2 clusters Score -1679283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1671436.250000 Penalty: 3027.043213
	Iteration 0F: 3 clusters Score -1671436 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1674041.000000 Penalty: 3027.043213
	Iteration 1F: 3 clusters Score -1674041 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1674351.500000 Penalty: 3027.043213
	Iteration 2F: 3 clusters Score -1674352 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1674609.125000 Penalty: 3027.043213
	Iteration 3F: 3 clusters Score -1674609 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1674836.250000 Penalty: 3027.043213
	Iteration 4Q: 3 clusters Score -1674836 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1675071.750000 Penalty: 3027.043213
	Iteration 5Q: 3 clusters Score -1675072 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1675299.375000 Penalty: 3027.043213
	Iteration 6Q: 3 clusters Score -1675299 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1675549.000000 Penalty: 3027.043213
	Iteration 7Q: 3 clusters Score -1675549 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1675799.625000 Penalty: 3027.043213
	Iteration 8Q: 3 clusters Score -1675800 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1676051.250000 Penalty: 3027.043213
	Iteration 9Q: 3 clusters Score -1676051 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1676322.625000 Penalty: 3027.043213
	Iteration 10Q: 3 clusters Score -1676323 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1676636.750000 Penalty: 3027.043213
	Iteration 11Q: 3 clusters Score -1676637 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1676907.750000 Penalty: 3027.043213
	Iteration 12Q: 3 clusters Score -1676908 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1677167.250000 Penalty: 3027.043213
	Iteration 13Q: 3 clusters Score -1677167 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1677376.500000 Penalty: 3027.043213
	Iteration 14Q: 3 clusters Score -1677376 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1677527.875000 Penalty: 3027.043213
	Iteration 15Q: 3 clusters Score -1677528 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1677624.750000 Penalty: 3027.043213
	Iteration 16Q: 3 clusters Score -1677625 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1677708.375000 Penalty: 3027.043213
	Iteration 17Q: 3 clusters Score -1677708 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1677777.000000 Penalty: 3027.043213
	Iteration 18Q: 3 clusters Score -1677777 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1677843.000000 Penalty: 3027.043213
	Iteration 19Q: 3 clusters Score -1677843 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1677892.875000 Penalty: 3027.043213
	Iteration 20F: 3 clusters Score -1677893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1677923.500000 Penalty: 3027.043213
	Iteration 21Q: 3 clusters Score -1677924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1677943.125000 Penalty: 3027.043213
	Iteration 22Q: 3 clusters Score -1677943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1677960.125000 Penalty: 3027.043213
	Iteration 23Q: 3 clusters Score -1677960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1677967.000000 Penalty: 3027.043213
	Iteration 24Q: 3 clusters Score -1677967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1677975.375000 Penalty: 3027.043213
	Iteration 25Q: 3 clusters Score -1677975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1677978.875000 Penalty: 3027.043213
	Iteration 26Q: 3 clusters Score -1677979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1677978.500000 Penalty: 3027.043213
	Iteration 27Q: 3 clusters Score -1677978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1677978.500000 Penalty: 3027.043213
	Iteration 28F: 3 clusters Score -1677978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Entering Unmasked Estep 
Score: -827681.437500 Penalty: 1398.375366
	Iteration 0F: 2 clusters Score -827681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -823454.250000 Penalty: 2796.750732
	Iteration 0F: 3 clusters Score -823454.2 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -824627.625000 Penalty: 2796.750732
	Iteration 1F: 3 clusters Score -824627.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -824776.875000 Penalty: 2796.750732
	Iteration 2F: 3 clusters Score -824776.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -824878.312500 Penalty: 2796.750732
	Iteration 3Q: 3 clusters Score -824878.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -824957.625000 Penalty: 2796.750732
	Iteration 4Q: 3 clusters Score -824957.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -825052.625000 Penalty: 2796.750732
	Iteration 5Q: 3 clusters Score -825052.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -825155.875000 Penalty: 2796.750732
	Iteration 6Q: 3 clusters Score -825155.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -825271.562500 Penalty: 2796.750732
	Iteration 7Q: 3 clusters Score -825271.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -825397.187500 Penalty: 2796.750732
	Iteration 8Q: 3 clusters Score -825397.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -825530.000000 Penalty: 2796.750732
	Iteration 9Q: 3 clusters Score -825530 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -825669.312500 Penalty: 2796.750732
	Iteration 10Q: 3 clusters Score -825669.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -825818.937500 Penalty: 2796.750732
	Iteration 11Q: 3 clusters Score -825818.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -825969.312500 Penalty: 2796.750732
	Iteration 12Q: 3 clusters Score -825969.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -826108.750000 Penalty: 2796.750732
	Iteration 13Q: 3 clusters Score -826108.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -826199.125000 Penalty: 2796.750732
	Iteration 14Q: 3 clusters Score -826199.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -826286.625000 Penalty: 2796.750732
	Iteration 15Q: 3 clusters Score -826286.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -826348.437500 Penalty: 2796.750732
	Iteration 16Q: 3 clusters Score -826348.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -826399.437500 Penalty: 2796.750732
	Iteration 17Q: 3 clusters Score -826399.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -826435.187500 Penalty: 2796.750732
	Iteration 18Q: 3 clusters Score -826435.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -826464.125000 Penalty: 2796.750732
	Iteration 19Q: 3 clusters Score -826464.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -826477.187500 Penalty: 2796.750732
	Iteration 20F: 3 clusters Score -826477.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -826488.000000 Penalty: 2796.750732
	Iteration 21Q: 3 clusters Score -826488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -826492.500000 Penalty: 2796.750732
	Iteration 22Q: 3 clusters Score -826492.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -826502.375000 Penalty: 2796.750732
	Iteration 23Q: 3 clusters Score -826502.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -826506.812500 Penalty: 2796.750732
	Iteration 24Q: 3 clusters Score -826506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -826508.562500 Penalty: 2796.750732
	Iteration 25Q: 3 clusters Score -826508.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -826510.125000 Penalty: 2796.750732
	Iteration 26Q: 3 clusters Score -826510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -826514.250000 Penalty: 2796.750732
	Iteration 27Q: 3 clusters Score -826514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -826514.312500 Penalty: 2796.750732
	Iteration 28Q: 3 clusters Score -826514.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -826514.437500 Penalty: 2796.750732
	Iteration 29Q: 3 clusters Score -826514.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -826515.500000 Penalty: 2796.750732
	Iteration 30Q: 3 clusters Score -826515.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -826520.812500 Penalty: 2796.750732
	Iteration 31Q: 3 clusters Score -826520.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -826523.875000 Penalty: 2796.750732
	Iteration 32Q: 3 clusters Score -826523.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -826523.812500 Penalty: 2796.750732
	Iteration 33Q: 3 clusters Score -826523.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -826523.812500 Penalty: 2796.750732
	Iteration 34F: 3 clusters Score -826523.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Entering Unmasked Estep 
Score: -2586175.500000 Penalty: 1582.878784
	Iteration 0F: 2 clusters Score -2586176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2574910.750000 Penalty: 3165.757568
	Iteration 0F: 3 clusters Score -2574911 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2579200.750000 Penalty: 3165.757568
	Iteration 1F: 3 clusters Score -2579201 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2579650.250000 Penalty: 3165.757568
	Iteration 2F: 3 clusters Score -2579650 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2580162.250000 Penalty: 3165.757568
	Iteration 3F: 3 clusters Score -2580162 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2580797.500000 Penalty: 3165.757568
	Iteration 4F: 3 clusters Score -2580798 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2581577.500000 Penalty: 3165.757568
	Iteration 5F: 3 clusters Score -2581578 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2582467.500000 Penalty: 3165.757568
	Iteration 6F: 3 clusters Score -2582468 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2583249.750000 Penalty: 3165.757568
	Iteration 7F: 3 clusters Score -2583250 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2583853.250000 Penalty: 3165.757568
	Iteration 8Q: 3 clusters Score -2583853 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2584209.750000 Penalty: 3165.757568
	Iteration 9Q: 3 clusters Score -2584210 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2584439.500000 Penalty: 3165.757568
	Iteration 10Q: 3 clusters Score -2584440 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2584560.000000 Penalty: 3165.757568
	Iteration 11Q: 3 clusters Score -2584560 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2584619.500000 Penalty: 3165.757568
	Iteration 12Q: 3 clusters Score -2584620 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2584676.500000 Penalty: 3165.757568
	Iteration 13Q: 3 clusters Score -2584676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2584722.250000 Penalty: 3165.757568
	Iteration 14Q: 3 clusters Score -2584722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2584749.000000 Penalty: 3165.757568
	Iteration 15Q: 3 clusters Score -2584749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2584762.750000 Penalty: 3165.757568
	Iteration 16Q: 3 clusters Score -2584763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2584799.000000 Penalty: 3165.757568
	Iteration 17Q: 3 clusters Score -2584799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2584821.250000 Penalty: 3165.757568
	Iteration 18Q: 3 clusters Score -2584821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2584835.500000 Penalty: 3165.757568
	Iteration 19Q: 3 clusters Score -2584836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2584840.250000 Penalty: 3165.757568
	Iteration 20F: 3 clusters Score -2584840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2584858.250000 Penalty: 3165.757568
	Iteration 21Q: 3 clusters Score -2584858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2584861.750000 Penalty: 3165.757568
	Iteration 22Q: 3 clusters Score -2584862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2584874.250000 Penalty: 3165.757568
	Iteration 23Q: 3 clusters Score -2584874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2584879.750000 Penalty: 3165.757568
	Iteration 24Q: 3 clusters Score -2584880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2584896.250000 Penalty: 3165.757568
	Iteration 25Q: 3 clusters Score -2584896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2584899.500000 Penalty: 3165.757568
	Iteration 26Q: 3 clusters Score -2584900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2584899.500000 Penalty: 3165.757568
	Iteration 27Q: 3 clusters Score -2584900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2584904.250000 Penalty: 3165.757568
	Iteration 28Q: 3 clusters Score -2584904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2584902.000000 Penalty: 3165.757568
	Iteration 29Q: 3 clusters Score -2584902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2584902.000000 Penalty: 3165.757568
	Iteration 30F: 3 clusters Score -2584902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -228663.921875 Penalty: 1209.500244
	Iteration 0F: 2 clusters Score -228663.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -226729.562500 Penalty: 2419.000488
	Iteration 0F: 3 clusters Score -226729.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -227173.062500 Penalty: 2419.000488
	Iteration 1F: 3 clusters Score -227173.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -227399.921875 Penalty: 2419.000488
	Iteration 2F: 3 clusters Score -227399.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -227645.765625 Penalty: 2419.000488
	Iteration 3F: 3 clusters Score -227645.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -227908.718750 Penalty: 2419.000488
	Iteration 4F: 3 clusters Score -227908.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -228157.265625 Penalty: 2419.000488
	Iteration 5F: 3 clusters Score -228157.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -228327.093750 Penalty: 2419.000488
	Iteration 6F: 3 clusters Score -228327.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -228416.203125 Penalty: 2419.000488
	Iteration 7Q: 3 clusters Score -228416.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -228452.015625 Penalty: 2419.000488
	Iteration 8Q: 3 clusters Score -228452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -228473.000000 Penalty: 2419.000488
	Iteration 9Q: 3 clusters Score -228473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -228480.937500 Penalty: 2419.000488
	Iteration 10Q: 3 clusters Score -228480.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -228485.937500 Penalty: 2419.000488
	Iteration 11Q: 3 clusters Score -228485.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -228494.062500 Penalty: 2419.000488
	Iteration 12Q: 3 clusters Score -228494.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -228507.281250 Penalty: 2419.000488
	Iteration 13Q: 3 clusters Score -228507.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -228512.437500 Penalty: 2419.000488
	Iteration 14Q: 3 clusters Score -228512.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -228514.359375 Penalty: 2419.000488
	Iteration 15Q: 3 clusters Score -228514.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -228517.015625 Penalty: 2419.000488
	Iteration 16Q: 3 clusters Score -228517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -228520.203125 Penalty: 2419.000488
	Iteration 17Q: 3 clusters Score -228520.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -228524.687500 Penalty: 2419.000488
	Iteration 18Q: 3 clusters Score -228524.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -228525.125000 Penalty: 2419.000488
	Iteration 19Q: 3 clusters Score -228525.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -228525.515625 Penalty: 2419.000488
	Iteration 20F: 3 clusters Score -228525.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Entering Unmasked Estep 
Score: -543193.250000 Penalty: 1343.209961
	Iteration 0F: 2 clusters Score -543193.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -539925.937500 Penalty: 2686.419922
	Iteration 0F: 3 clusters Score -539925.9 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -540977.187500 Penalty: 2686.419922
	Iteration 1F: 3 clusters Score -540977.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -541422.250000 Penalty: 2686.419922
	Iteration 2F: 3 clusters Score -541422.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -541862.937500 Penalty: 2686.419922
	Iteration 3F: 3 clusters Score -541862.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -542260.750000 Penalty: 2686.419922
	Iteration 4F: 3 clusters Score -542260.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -542487.312500 Penalty: 2686.419922
	Iteration 5F: 3 clusters Score -542487.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -542616.812500 Penalty: 2686.419922
	Iteration 6Q: 3 clusters Score -542616.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -542714.812500 Penalty: 2686.419922
	Iteration 7Q: 3 clusters Score -542714.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -542792.375000 Penalty: 2686.419922
	Iteration 8Q: 3 clusters Score -542792.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -542831.312500 Penalty: 2686.419922
	Iteration 9Q: 3 clusters Score -542831.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -542854.437500 Penalty: 2686.419922
	Iteration 10Q: 3 clusters Score -542854.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -542871.250000 Penalty: 2686.419922
	Iteration 11Q: 3 clusters Score -542871.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -542878.937500 Penalty: 2686.419922
	Iteration 12Q: 3 clusters Score -542878.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -542881.437500 Penalty: 2686.419922
	Iteration 13Q: 3 clusters Score -542881.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -542884.500000 Penalty: 2686.419922
	Iteration 14Q: 3 clusters Score -542884.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -542889.062500 Penalty: 2686.419922
	Iteration 15Q: 3 clusters Score -542889.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -542893.125000 Penalty: 2686.419922
	Iteration 16Q: 3 clusters Score -542893.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -542895.875000 Penalty: 2686.419922
	Iteration 17Q: 3 clusters Score -542895.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -542898.937500 Penalty: 2686.419922
	Iteration 18Q: 3 clusters Score -542898.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -542903.812500 Penalty: 2686.419922
	Iteration 19Q: 3 clusters Score -542903.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -542905.687500 Penalty: 2686.419922
	Iteration 20F: 3 clusters Score -542905.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -542908.375000 Penalty: 2686.419922
	Iteration 21Q: 3 clusters Score -542908.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -542909.062500 Penalty: 2686.419922
	Iteration 22Q: 3 clusters Score -542909.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -542909.000000 Penalty: 2686.419922
	Iteration 23Q: 3 clusters Score -542909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -542909.000000 Penalty: 2686.419922
	Iteration 24F: 3 clusters Score -542909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -225337.140625 Penalty: 1223.877197
	Iteration 0F: 2 clusters Score -225337.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -223340.593750 Penalty: 2447.754395
	Iteration 0F: 3 clusters Score -223340.6 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -223930.765625 Penalty: 2447.754395
	Iteration 1F: 3 clusters Score -223930.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -224165.218750 Penalty: 2447.754395
	Iteration 2F: 3 clusters Score -224165.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -224286.828125 Penalty: 2447.754395
	Iteration 3F: 3 clusters Score -224286.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -224379.984375 Penalty: 2447.754395
	Iteration 4F: 3 clusters Score -224380 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -224456.468750 Penalty: 2447.754395
	Iteration 5Q: 3 clusters Score -224456.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -224514.312500 Penalty: 2447.754395
	Iteration 6Q: 3 clusters Score -224514.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -224558.171875 Penalty: 2447.754395
	Iteration 7Q: 3 clusters Score -224558.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -224608.484375 Penalty: 2447.754395
	Iteration 8Q: 3 clusters Score -224608.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -224660.937500 Penalty: 2447.754395
	Iteration 9Q: 3 clusters Score -224660.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -224699.609375 Penalty: 2447.754395
	Iteration 10Q: 3 clusters Score -224699.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -224717.468750 Penalty: 2447.754395
	Iteration 11Q: 3 clusters Score -224717.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -224728.578125 Penalty: 2447.754395
	Iteration 12Q: 3 clusters Score -224728.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -224740.250000 Penalty: 2447.754395
	Iteration 13Q: 3 clusters Score -224740.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -224753.656250 Penalty: 2447.754395
	Iteration 14Q: 3 clusters Score -224753.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -224763.531250 Penalty: 2447.754395
	Iteration 15Q: 3 clusters Score -224763.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -224774.734375 Penalty: 2447.754395
	Iteration 16Q: 3 clusters Score -224774.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -224780.453125 Penalty: 2447.754395
	Iteration 17Q: 3 clusters Score -224780.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -224787.984375 Penalty: 2447.754395
	Iteration 18Q: 3 clusters Score -224788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -224793.265625 Penalty: 2447.754395
	Iteration 19Q: 3 clusters Score -224793.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -224796.828125 Penalty: 2447.754395
	Iteration 20F: 3 clusters Score -224796.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -224800.375000 Penalty: 2447.754395
	Iteration 21Q: 3 clusters Score -224800.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -224803.953125 Penalty: 2447.754395
	Iteration 22Q: 3 clusters Score -224804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -224807.328125 Penalty: 2447.754395
	Iteration 23Q: 3 clusters Score -224807.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -224809.203125 Penalty: 2447.754395
	Iteration 24Q: 3 clusters Score -224809.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -224809.468750 Penalty: 2447.754395
	Iteration 25Q: 3 clusters Score -224809.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -224809.468750 Penalty: 2447.754395
	Iteration 26F: 3 clusters Score -224809.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Entering Unmasked Estep 
Score: -178957.515625 Penalty: 1185.336304
	Iteration 0F: 2 clusters Score -178957.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -177203.796875 Penalty: 2370.672607
	Iteration 0F: 3 clusters Score -177203.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -177570.843750 Penalty: 2370.672607
	Iteration 1F: 3 clusters Score -177570.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -177684.703125 Penalty: 2370.672607
	Iteration 2F: 3 clusters Score -177684.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -177758.125000 Penalty: 2370.672607
	Iteration 3F: 3 clusters Score -177758.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -177796.875000 Penalty: 2370.672607
	Iteration 4Q: 3 clusters Score -177796.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -177833.140625 Penalty: 2370.672607
	Iteration 5Q: 3 clusters Score -177833.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -177865.937500 Penalty: 2370.672607
	Iteration 6Q: 3 clusters Score -177865.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -177894.765625 Penalty: 2370.672607
	Iteration 7Q: 3 clusters Score -177894.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -177918.234375 Penalty: 2370.672607
	Iteration 8Q: 3 clusters Score -177918.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -177936.343750 Penalty: 2370.672607
	Iteration 9Q: 3 clusters Score -177936.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -177952.375000 Penalty: 2370.672607
	Iteration 10Q: 3 clusters Score -177952.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -177974.359375 Penalty: 2370.672607
	Iteration 11Q: 3 clusters Score -177974.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -178004.578125 Penalty: 2370.672607
	Iteration 12Q: 3 clusters Score -178004.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -178038.328125 Penalty: 2370.672607
	Iteration 13Q: 3 clusters Score -178038.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -178082.250000 Penalty: 2370.672607
	Iteration 14Q: 3 clusters Score -178082.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -178135.968750 Penalty: 2370.672607
	Iteration 15Q: 3 clusters Score -178136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -178177.062500 Penalty: 2370.672607
	Iteration 16Q: 3 clusters Score -178177.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -178231.187500 Penalty: 2370.672607
	Iteration 17Q: 3 clusters Score -178231.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -178276.781250 Penalty: 2370.672607
	Iteration 18Q: 3 clusters Score -178276.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -178308.859375 Penalty: 2370.672607
	Iteration 19Q: 3 clusters Score -178308.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -178348.062500 Penalty: 2370.672607
	Iteration 20F: 3 clusters Score -178348.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -178394.750000 Penalty: 2370.672607
	Iteration 21Q: 3 clusters Score -178394.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -178427.234375 Penalty: 2370.672607
	Iteration 22Q: 3 clusters Score -178427.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -178444.859375 Penalty: 2370.672607
	Iteration 23Q: 3 clusters Score -178444.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -178461.078125 Penalty: 2370.672607
	Iteration 24Q: 3 clusters Score -178461.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -178474.015625 Penalty: 2370.672607
	Iteration 25Q: 3 clusters Score -178474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -178488.500000 Penalty: 2370.672607
	Iteration 26Q: 3 clusters Score -178488.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -178494.546875 Penalty: 2370.672607
	Iteration 27Q: 3 clusters Score -178494.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -178496.375000 Penalty: 2370.672607
	Iteration 28Q: 3 clusters Score -178496.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -178498.296875 Penalty: 2370.672607
	Iteration 29Q: 3 clusters Score -178498.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -178500.218750 Penalty: 2370.672607
	Iteration 30Q: 3 clusters Score -178500.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -178501.812500 Penalty: 2370.672607
	Iteration 31Q: 3 clusters Score -178501.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -178505.921875 Penalty: 2370.672607
	Iteration 32Q: 3 clusters Score -178505.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -178510.281250 Penalty: 2370.672607
	Iteration 33Q: 3 clusters Score -178510.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -178510.281250 Penalty: 2370.672607
	Iteration 34F: 3 clusters Score -178510.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Entering Unmasked Estep 
Score: -3196340.000000 Penalty: 1616.329468
	Iteration 0F: 2 clusters Score -3196340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -3183464.000000 Penalty: 3232.658936
	Iteration 0F: 3 clusters Score -3183464 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -3188991.500000 Penalty: 3232.658936
	Iteration 1F: 3 clusters Score -3188992 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -3189573.750000 Penalty: 3232.658936
	Iteration 2F: 3 clusters Score -3189574 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -3190273.000000 Penalty: 3232.658936
	Iteration 3F: 3 clusters Score -3190273 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -3190935.750000 Penalty: 3232.658936
	Iteration 4F: 3 clusters Score -3190936 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -3191601.250000 Penalty: 3232.658936
	Iteration 5F: 3 clusters Score -3191601 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -3192225.750000 Penalty: 3232.658936
	Iteration 6F: 3 clusters Score -3192226 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3192729.750000 Penalty: 3232.658936
	Iteration 7Q: 3 clusters Score -3192730 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -3193189.250000 Penalty: 3232.658936
	Iteration 8Q: 3 clusters Score -3193189 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -3193649.250000 Penalty: 3232.658936
	Iteration 9Q: 3 clusters Score -3193649 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -3194110.250000 Penalty: 3232.658936
	Iteration 10Q: 3 clusters Score -3194110 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -3194518.500000 Penalty: 3232.658936
	Iteration 11Q: 3 clusters Score -3194518 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -3194778.500000 Penalty: 3232.658936
	Iteration 12Q: 3 clusters Score -3194778 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -3194899.000000 Penalty: 3232.658936
	Iteration 13Q: 3 clusters Score -3194899 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -3194983.000000 Penalty: 3232.658936
	Iteration 14Q: 3 clusters Score -3194983 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -3195045.250000 Penalty: 3232.658936
	Iteration 15Q: 3 clusters Score -3195045 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -3195070.500000 Penalty: 3232.658936
	Iteration 16Q: 3 clusters Score -3195070 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -3195135.750000 Penalty: 3232.658936
	Iteration 17Q: 3 clusters Score -3195136 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -3195162.500000 Penalty: 3232.658936
	Iteration 18Q: 3 clusters Score -3195162 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -3195192.250000 Penalty: 3232.658936
	Iteration 19Q: 3 clusters Score -3195192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -3195198.500000 Penalty: 3232.658936
	Iteration 20F: 3 clusters Score -3195198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -3195214.500000 Penalty: 3232.658936
	Iteration 21Q: 3 clusters Score -3195214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3195225.000000 Penalty: 3232.658936
	Iteration 22Q: 3 clusters Score -3195225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -3195234.500000 Penalty: 3232.658936
	Iteration 23Q: 3 clusters Score -3195234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -3195239.000000 Penalty: 3232.658936
	Iteration 24Q: 3 clusters Score -3195239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3195245.500000 Penalty: 3232.658936
	Iteration 25Q: 3 clusters Score -3195246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -3195243.500000 Penalty: 3232.658936
	Iteration 26Q: 3 clusters Score -3195244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -3195246.250000 Penalty: 3232.658936
	Iteration 27Q: 3 clusters Score -3195246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -3195251.500000 Penalty: 3232.658936
	Iteration 28Q: 3 clusters Score -3195252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -3195257.250000 Penalty: 3232.658936
	Iteration 29Q: 3 clusters Score -3195257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3195260.000000 Penalty: 3232.658936
	Iteration 30Q: 3 clusters Score -3195260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -3195262.000000 Penalty: 3232.658936
	Iteration 31Q: 3 clusters Score -3195262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -3195260.750000 Penalty: 3232.658936
	Iteration 32Q: 3 clusters Score -3195261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -3195258.250000 Penalty: 3232.658936
	Iteration 33Q: 3 clusters Score -3195258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -3195260.500000 Penalty: 3232.658936
	Iteration 34Q: 3 clusters Score -3195260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -3195264.750000 Penalty: 3232.658936
	Iteration 35Q: 3 clusters Score -3195265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -3195260.750000 Penalty: 3232.658936
	Iteration 36Q: 3 clusters Score -3195261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3195264.000000 Penalty: 3232.658936
	Iteration 37Q: 3 clusters Score -3195264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -3195261.750000 Penalty: 3232.658936
	Iteration 38Q: 3 clusters Score -3195262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -3195265.750000 Penalty: 3232.658936
	Iteration 39Q: 3 clusters Score -3195266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -3195265.250000 Penalty: 3232.658936
	Iteration 40F: 3 clusters Score -3195265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Entering Unmasked Estep 
Score: -561104.250000 Penalty: 1354.468628
	Iteration 0F: 2 clusters Score -561104.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -557690.750000 Penalty: 2708.937256
	Iteration 0F: 3 clusters Score -557690.8 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -558719.250000 Penalty: 2708.937256
	Iteration 1F: 3 clusters Score -558719.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -558982.750000 Penalty: 2708.937256
	Iteration 2F: 3 clusters Score -558982.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -559251.312500 Penalty: 2708.937256
	Iteration 3F: 3 clusters Score -559251.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -559518.937500 Penalty: 2708.937256
	Iteration 4F: 3 clusters Score -559518.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -559790.062500 Penalty: 2708.937256
	Iteration 5F: 3 clusters Score -559790.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -560006.812500 Penalty: 2708.937256
	Iteration 6F: 3 clusters Score -560006.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -560182.812500 Penalty: 2708.937256
	Iteration 7Q: 3 clusters Score -560182.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -560338.125000 Penalty: 2708.937256
	Iteration 8Q: 3 clusters Score -560338.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -560431.437500 Penalty: 2708.937256
	Iteration 9Q: 3 clusters Score -560431.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -560472.125000 Penalty: 2708.937256
	Iteration 10Q: 3 clusters Score -560472.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -560495.062500 Penalty: 2708.937256
	Iteration 11Q: 3 clusters Score -560495.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -560509.812500 Penalty: 2708.937256
	Iteration 12Q: 3 clusters Score -560509.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -560519.312500 Penalty: 2708.937256
	Iteration 13Q: 3 clusters Score -560519.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -560524.687500 Penalty: 2708.937256
	Iteration 14Q: 3 clusters Score -560524.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -560530.125000 Penalty: 2708.937256
	Iteration 15Q: 3 clusters Score -560530.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -560531.875000 Penalty: 2708.937256
	Iteration 16Q: 3 clusters Score -560531.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -560533.000000 Penalty: 2708.937256
	Iteration 17Q: 3 clusters Score -560533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -560533.062500 Penalty: 2708.937256
	Iteration 18Q: 3 clusters Score -560533.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -560533.062500 Penalty: 2708.937256
	Iteration 19Q: 3 clusters Score -560533.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -560534.625000 Penalty: 2708.937256
	Iteration 20F: 3 clusters Score -560534.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -560535.875000 Penalty: 2708.937256
	Iteration 21Q: 3 clusters Score -560535.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -560536.625000 Penalty: 2708.937256
	Iteration 22Q: 3 clusters Score -560536.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -560537.250000 Penalty: 2708.937256
	Iteration 23Q: 3 clusters Score -560537.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -560537.250000 Penalty: 2708.937256
	Iteration 24F: 3 clusters Score -560537.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -66167.476562 Penalty: 1010.522522
	Iteration 0F: 2 clusters Score -66167.48 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 246 members 
Entering Unmasked Estep 
Score: -65200.023438 Penalty: 2021.045044
	Iteration 0F: 3 clusters Score -65200.02 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65369.382812 Penalty: 2021.045044
	Iteration 1F: 3 clusters Score -65369.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -65453.847656 Penalty: 2021.045044
	Iteration 2F: 3 clusters Score -65453.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -65496.531250 Penalty: 2021.045044
	Iteration 3Q: 3 clusters Score -65496.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65509.820312 Penalty: 2021.045044
	Iteration 4Q: 3 clusters Score -65509.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65522.406250 Penalty: 2021.045044
	Iteration 5Q: 3 clusters Score -65522.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65530.460938 Penalty: 2021.045044
	Iteration 6Q: 3 clusters Score -65530.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -65550.757812 Penalty: 2021.045044
	Iteration 7Q: 3 clusters Score -65550.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65572.492188 Penalty: 2021.045044
	Iteration 8Q: 3 clusters Score -65572.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65586.421875 Penalty: 2021.045044
	Iteration 9Q: 3 clusters Score -65586.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -65592.773438 Penalty: 2021.045044
	Iteration 10Q: 3 clusters Score -65592.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -65604.078125 Penalty: 2021.045044
	Iteration 11Q: 3 clusters Score -65604.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -65611.625000 Penalty: 2021.045044
	Iteration 12Q: 3 clusters Score -65611.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65613.539062 Penalty: 2021.045044
	Iteration 13Q: 3 clusters Score -65613.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -65614.296875 Penalty: 2021.045044
	Iteration 14Q: 3 clusters Score -65614.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -65614.523438 Penalty: 2021.045044
	Iteration 15Q: 3 clusters Score -65614.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65615.117188 Penalty: 2021.045044
	Iteration 16Q: 3 clusters Score -65615.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -65618.937500 Penalty: 2021.045044
	Iteration 17Q: 3 clusters Score -65618.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -65624.671875 Penalty: 2021.045044
	Iteration 18Q: 3 clusters Score -65624.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -65630.179688 Penalty: 2021.045044
	Iteration 19Q: 3 clusters Score -65630.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -65637.289062 Penalty: 2021.045044
	Iteration 20F: 3 clusters Score -65637.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -65655.585938 Penalty: 2021.045044
	Iteration 21Q: 3 clusters Score -65655.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -65668.992188 Penalty: 2021.045044
	Iteration 22Q: 3 clusters Score -65668.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -65694.593750 Penalty: 2021.045044
	Iteration 23Q: 3 clusters Score -65694.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -65702.796875 Penalty: 2021.045044
	Iteration 24Q: 3 clusters Score -65702.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -65710.718750 Penalty: 2021.045044
	Iteration 25Q: 3 clusters Score -65710.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -65718.093750 Penalty: 2021.045044
	Iteration 26Q: 3 clusters Score -65718.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -65726.687500 Penalty: 2021.045044
	Iteration 27Q: 3 clusters Score -65726.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -65727.656250 Penalty: 2021.045044
	Iteration 28Q: 3 clusters Score -65727.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -65732.070312 Penalty: 2021.045044
	Iteration 29Q: 3 clusters Score -65732.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -65735.382812 Penalty: 2021.045044
	Iteration 30Q: 3 clusters Score -65735.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -65737.367188 Penalty: 2021.045044
	Iteration 31Q: 3 clusters Score -65737.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -65742.351562 Penalty: 2021.045044
	Iteration 32Q: 3 clusters Score -65742.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -65766.468750 Penalty: 2021.045044
	Iteration 33Q: 3 clusters Score -65766.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -65775.523438 Penalty: 2021.045044
	Iteration 34Q: 3 clusters Score -65775.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -65779.125000 Penalty: 2021.045044
	Iteration 35Q: 3 clusters Score -65779.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -65782.664062 Penalty: 2021.045044
	Iteration 36Q: 3 clusters Score -65782.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -65789.812500 Penalty: 2021.045044
	Iteration 37Q: 3 clusters Score -65789.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -65791.046875 Penalty: 2021.045044
	Iteration 38Q: 3 clusters Score -65791.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -65792.304688 Penalty: 2021.045044
	Iteration 39Q: 3 clusters Score -65792.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -65798.460938 Penalty: 2021.045044
	Iteration 40F: 3 clusters Score -65798.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -65808.132812 Penalty: 2021.045044
	Iteration 41Q: 3 clusters Score -65808.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -65809.898438 Penalty: 2021.045044
	Iteration 42Q: 3 clusters Score -65809.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -65816.820312 Penalty: 2021.045044
	Iteration 43Q: 3 clusters Score -65816.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -65816.820312 Penalty: 2021.045044
	Iteration 44F: 3 clusters Score -65816.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Entering Unmasked Estep 
Score: -1145479.000000 Penalty: 1459.461914
	Iteration 0F: 2 clusters Score -1145479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1139645.250000 Penalty: 2918.923828
	Iteration 0F: 3 clusters Score -1139645 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1141868.375000 Penalty: 2918.923828
	Iteration 1F: 3 clusters Score -1141868 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1142323.625000 Penalty: 2918.923828
	Iteration 2F: 3 clusters Score -1142324 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1142676.000000 Penalty: 2918.923828
	Iteration 3F: 3 clusters Score -1142676 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1142924.625000 Penalty: 2918.923828
	Iteration 4F: 3 clusters Score -1142925 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1143091.500000 Penalty: 2918.923828
	Iteration 5Q: 3 clusters Score -1143092 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1143239.750000 Penalty: 2918.923828
	Iteration 6Q: 3 clusters Score -1143240 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1143364.000000 Penalty: 2918.923828
	Iteration 7Q: 3 clusters Score -1143364 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1143475.000000 Penalty: 2918.923828
	Iteration 8Q: 3 clusters Score -1143475 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1143586.625000 Penalty: 2918.923828
	Iteration 9Q: 3 clusters Score -1143587 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1143721.125000 Penalty: 2918.923828
	Iteration 10Q: 3 clusters Score -1143721 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1143857.375000 Penalty: 2918.923828
	Iteration 11Q: 3 clusters Score -1143857 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1143980.750000 Penalty: 2918.923828
	Iteration 12Q: 3 clusters Score -1143981 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1144087.625000 Penalty: 2918.923828
	Iteration 13Q: 3 clusters Score -1144088 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1144181.375000 Penalty: 2918.923828
	Iteration 14Q: 3 clusters Score -1144181 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1144279.750000 Penalty: 2918.923828
	Iteration 15Q: 3 clusters Score -1144280 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1144375.000000 Penalty: 2918.923828
	Iteration 16Q: 3 clusters Score -1144375 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1144479.250000 Penalty: 2918.923828
	Iteration 17Q: 3 clusters Score -1144479 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1144570.500000 Penalty: 2918.923828
	Iteration 18Q: 3 clusters Score -1144570 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1144655.125000 Penalty: 2918.923828
	Iteration 19Q: 3 clusters Score -1144655 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1144716.000000 Penalty: 2918.923828
	Iteration 20F: 3 clusters Score -1144716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1144750.625000 Penalty: 2918.923828
	Iteration 21Q: 3 clusters Score -1144751 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1144776.500000 Penalty: 2918.923828
	Iteration 22Q: 3 clusters Score -1144776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1144794.625000 Penalty: 2918.923828
	Iteration 23Q: 3 clusters Score -1144795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1144809.125000 Penalty: 2918.923828
	Iteration 24Q: 3 clusters Score -1144809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1144814.875000 Penalty: 2918.923828
	Iteration 25Q: 3 clusters Score -1144815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1144823.625000 Penalty: 2918.923828
	Iteration 26Q: 3 clusters Score -1144824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1144831.750000 Penalty: 2918.923828
	Iteration 27Q: 3 clusters Score -1144832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1144835.375000 Penalty: 2918.923828
	Iteration 28Q: 3 clusters Score -1144835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1144841.250000 Penalty: 2918.923828
	Iteration 29Q: 3 clusters Score -1144841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1144840.125000 Penalty: 2918.923828
	Iteration 30Q: 3 clusters Score -1144840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1144842.375000 Penalty: 2918.923828
	Iteration 31Q: 3 clusters Score -1144842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1144842.250000 Penalty: 2918.923828
	Iteration 32Q: 3 clusters Score -1144842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1144842.250000 Penalty: 2918.923828
	Iteration 33F: 3 clusters Score -1144842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Entering Unmasked Estep 
Score: -1865207.625000 Penalty: 1542.899658
	Iteration 0F: 2 clusters Score -1865208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1856055.500000 Penalty: 3085.799316
	Iteration 0F: 3 clusters Score -1856056 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1859459.000000 Penalty: 3085.799316
	Iteration 1F: 3 clusters Score -1859459 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1859998.000000 Penalty: 3085.799316
	Iteration 2F: 3 clusters Score -1859998 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1860553.500000 Penalty: 3085.799316
	Iteration 3F: 3 clusters Score -1860554 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1861127.875000 Penalty: 3085.799316
	Iteration 4F: 3 clusters Score -1861128 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1861650.875000 Penalty: 3085.799316
	Iteration 5F: 3 clusters Score -1861651 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1862117.750000 Penalty: 3085.799316
	Iteration 6F: 3 clusters Score -1862118 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1862561.750000 Penalty: 3085.799316
	Iteration 7F: 3 clusters Score -1862562 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1862907.125000 Penalty: 3085.799316
	Iteration 8Q: 3 clusters Score -1862907 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1863203.125000 Penalty: 3085.799316
	Iteration 9Q: 3 clusters Score -1863203 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1863428.625000 Penalty: 3085.799316
	Iteration 10Q: 3 clusters Score -1863429 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1863543.125000 Penalty: 3085.799316
	Iteration 11Q: 3 clusters Score -1863543 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1863622.375000 Penalty: 3085.799316
	Iteration 12Q: 3 clusters Score -1863622 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1863689.750000 Penalty: 3085.799316
	Iteration 13Q: 3 clusters Score -1863690 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1863733.000000 Penalty: 3085.799316
	Iteration 14Q: 3 clusters Score -1863733 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1863778.125000 Penalty: 3085.799316
	Iteration 15Q: 3 clusters Score -1863778 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1863806.375000 Penalty: 3085.799316
	Iteration 16Q: 3 clusters Score -1863806 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1863822.500000 Penalty: 3085.799316
	Iteration 17Q: 3 clusters Score -1863822 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1863846.125000 Penalty: 3085.799316
	Iteration 18Q: 3 clusters Score -1863846 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1863861.875000 Penalty: 3085.799316
	Iteration 19Q: 3 clusters Score -1863862 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1863886.750000 Penalty: 3085.799316
	Iteration 20F: 3 clusters Score -1863887 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1863897.875000 Penalty: 3085.799316
	Iteration 21Q: 3 clusters Score -1863898 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1863916.750000 Penalty: 3085.799316
	Iteration 22Q: 3 clusters Score -1863917 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1863939.375000 Penalty: 3085.799316
	Iteration 23Q: 3 clusters Score -1863939 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1863955.250000 Penalty: 3085.799316
	Iteration 24Q: 3 clusters Score -1863955 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1863976.000000 Penalty: 3085.799316
	Iteration 25Q: 3 clusters Score -1863976 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1863984.375000 Penalty: 3085.799316
	Iteration 26Q: 3 clusters Score -1863984 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1864005.500000 Penalty: 3085.799316
	Iteration 27Q: 3 clusters Score -1864006 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1864013.125000 Penalty: 3085.799316
	Iteration 28Q: 3 clusters Score -1864013 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1864031.375000 Penalty: 3085.799316
	Iteration 29Q: 3 clusters Score -1864031 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1864048.125000 Penalty: 3085.799316
	Iteration 30Q: 3 clusters Score -1864048 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1864062.750000 Penalty: 3085.799316
	Iteration 31Q: 3 clusters Score -1864063 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1864077.375000 Penalty: 3085.799316
	Iteration 32Q: 3 clusters Score -1864077 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1864086.000000 Penalty: 3085.799316
	Iteration 33Q: 3 clusters Score -1864086 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1864095.875000 Penalty: 3085.799316
	Iteration 34Q: 3 clusters Score -1864096 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1864105.250000 Penalty: 3085.799316
	Iteration 35Q: 3 clusters Score -1864105 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1864113.625000 Penalty: 3085.799316
	Iteration 36Q: 3 clusters Score -1864114 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1864126.750000 Penalty: 3085.799316
	Iteration 37Q: 3 clusters Score -1864127 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1864135.375000 Penalty: 3085.799316
	Iteration 38Q: 3 clusters Score -1864135 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1864140.125000 Penalty: 3085.799316
	Iteration 39Q: 3 clusters Score -1864140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1864152.125000 Penalty: 3085.799316
	Iteration 40F: 3 clusters Score -1864152 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1864154.625000 Penalty: 3085.799316
	Iteration 41Q: 3 clusters Score -1864155 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1864163.500000 Penalty: 3085.799316
	Iteration 42Q: 3 clusters Score -1864164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1864176.375000 Penalty: 3085.799316
	Iteration 43Q: 3 clusters Score -1864176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1864182.500000 Penalty: 3085.799316
	Iteration 44Q: 3 clusters Score -1864182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1864195.750000 Penalty: 3085.799316
	Iteration 45Q: 3 clusters Score -1864196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1864194.250000 Penalty: 3085.799316
	Iteration 46Q: 3 clusters Score -1864194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1864199.500000 Penalty: 3085.799316
	Iteration 47Q: 3 clusters Score -1864200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1864206.625000 Penalty: 3085.799316
	Iteration 48Q: 3 clusters Score -1864207 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1864213.125000 Penalty: 3085.799316
	Iteration 49Q: 3 clusters Score -1864213 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1864218.875000 Penalty: 3085.799316
	Iteration 50Q: 3 clusters Score -1864219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1864226.125000 Penalty: 3085.799316
	Iteration 51Q: 3 clusters Score -1864226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1864229.250000 Penalty: 3085.799316
	Iteration 52Q: 3 clusters Score -1864229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1864231.875000 Penalty: 3085.799316
	Iteration 53Q: 3 clusters Score -1864232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1864236.625000 Penalty: 3085.799316
	Iteration 54Q: 3 clusters Score -1864237 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1864244.375000 Penalty: 3085.799316
	Iteration 55Q: 3 clusters Score -1864244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1864251.625000 Penalty: 3085.799316
	Iteration 56Q: 3 clusters Score -1864252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1864250.250000 Penalty: 3085.799316
	Iteration 57Q: 3 clusters Score -1864250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1864251.375000 Penalty: 3085.799316
	Iteration 58Q: 3 clusters Score -1864251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1864260.625000 Penalty: 3085.799316
	Iteration 59Q: 3 clusters Score -1864261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1864262.625000 Penalty: 3085.799316
	Iteration 60F: 3 clusters Score -1864263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1864265.000000 Penalty: 3085.799316
	Iteration 61Q: 3 clusters Score -1864265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1864260.750000 Penalty: 3085.799316
	Iteration 62Q: 3 clusters Score -1864261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1864262.875000 Penalty: 3085.799316
	Iteration 63Q: 3 clusters Score -1864263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1864265.875000 Penalty: 3085.799316
	Iteration 64Q: 3 clusters Score -1864266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1864264.000000 Penalty: 3085.799316
	Iteration 65Q: 3 clusters Score -1864264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1864267.875000 Penalty: 3085.799316
	Iteration 66Q: 3 clusters Score -1864268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1864272.125000 Penalty: 3085.799316
	Iteration 67Q: 3 clusters Score -1864272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1864270.000000 Penalty: 3085.799316
	Iteration 68Q: 3 clusters Score -1864270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1864270.625000 Penalty: 3085.799316
	Iteration 69Q: 3 clusters Score -1864271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1864271.375000 Penalty: 3085.799316
	Iteration 70Q: 3 clusters Score -1864271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1864273.750000 Penalty: 3085.799316
	Iteration 71Q: 3 clusters Score -1864274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1864274.000000 Penalty: 3085.799316
	Iteration 72Q: 3 clusters Score -1864274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1864276.125000 Penalty: 3085.799316
	Iteration 73Q: 3 clusters Score -1864276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1864278.250000 Penalty: 3085.799316
	Iteration 74Q: 3 clusters Score -1864278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1864277.875000 Penalty: 3085.799316
	Iteration 75Q: 3 clusters Score -1864278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1864277.875000 Penalty: 3085.799316
	Iteration 76F: 3 clusters Score -1864278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Entering Unmasked Estep 
Score: -1166814.125000 Penalty: 1461.835205
	Iteration 0F: 2 clusters Score -1166814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1160886.625000 Penalty: 2923.670410
	Iteration 0F: 3 clusters Score -1160887 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1162696.000000 Penalty: 2923.670410
	Iteration 1F: 3 clusters Score -1162696 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1162942.125000 Penalty: 2923.670410
	Iteration 2F: 3 clusters Score -1162942 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1163166.250000 Penalty: 2923.670410
	Iteration 3F: 3 clusters Score -1163166 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1163350.000000 Penalty: 2923.670410
	Iteration 4F: 3 clusters Score -1163350 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1163499.125000 Penalty: 2923.670410
	Iteration 5Q: 3 clusters Score -1163499 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1163636.375000 Penalty: 2923.670410
	Iteration 6Q: 3 clusters Score -1163636 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1163788.875000 Penalty: 2923.670410
	Iteration 7Q: 3 clusters Score -1163789 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1163953.500000 Penalty: 2923.670410
	Iteration 8Q: 3 clusters Score -1163954 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1164099.625000 Penalty: 2923.670410
	Iteration 9Q: 3 clusters Score -1164100 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1164249.000000 Penalty: 2923.670410
	Iteration 10Q: 3 clusters Score -1164249 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1164426.000000 Penalty: 2923.670410
	Iteration 11Q: 3 clusters Score -1164426 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1164617.625000 Penalty: 2923.670410
	Iteration 12Q: 3 clusters Score -1164618 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1164822.250000 Penalty: 2923.670410
	Iteration 13Q: 3 clusters Score -1164822 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1165000.250000 Penalty: 2923.670410
	Iteration 14Q: 3 clusters Score -1165000 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1165148.000000 Penalty: 2923.670410
	Iteration 15Q: 3 clusters Score -1165148 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1165271.250000 Penalty: 2923.670410
	Iteration 16Q: 3 clusters Score -1165271 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1165369.000000 Penalty: 2923.670410
	Iteration 17Q: 3 clusters Score -1165369 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1165440.125000 Penalty: 2923.670410
	Iteration 18Q: 3 clusters Score -1165440 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1165487.250000 Penalty: 2923.670410
	Iteration 19Q: 3 clusters Score -1165487 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1165516.875000 Penalty: 2923.670410
	Iteration 20F: 3 clusters Score -1165517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1165536.750000 Penalty: 2923.670410
	Iteration 21Q: 3 clusters Score -1165537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1165549.375000 Penalty: 2923.670410
	Iteration 22Q: 3 clusters Score -1165549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1165559.875000 Penalty: 2923.670410
	Iteration 23Q: 3 clusters Score -1165560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1165567.500000 Penalty: 2923.670410
	Iteration 24Q: 3 clusters Score -1165568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1165573.125000 Penalty: 2923.670410
	Iteration 25Q: 3 clusters Score -1165573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1165584.250000 Penalty: 2923.670410
	Iteration 26Q: 3 clusters Score -1165584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1165587.625000 Penalty: 2923.670410
	Iteration 27Q: 3 clusters Score -1165588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1165588.500000 Penalty: 2923.670410
	Iteration 28Q: 3 clusters Score -1165588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1165591.125000 Penalty: 2923.670410
	Iteration 29Q: 3 clusters Score -1165591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1165591.000000 Penalty: 2923.670410
	Iteration 30Q: 3 clusters Score -1165591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1165592.125000 Penalty: 2923.670410
	Iteration 31Q: 3 clusters Score -1165592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1165596.375000 Penalty: 2923.670410
	Iteration 32Q: 3 clusters Score -1165596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1165600.125000 Penalty: 2923.670410
	Iteration 33Q: 3 clusters Score -1165600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1165599.000000 Penalty: 2923.670410
	Iteration 34Q: 3 clusters Score -1165599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1165600.750000 Penalty: 2923.670410
	Iteration 35Q: 3 clusters Score -1165601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1165603.625000 Penalty: 2923.670410
	Iteration 36Q: 3 clusters Score -1165604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1165603.875000 Penalty: 2923.670410
	Iteration 37Q: 3 clusters Score -1165604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1165603.875000 Penalty: 2923.670410
	Iteration 38F: 3 clusters Score -1165604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Entering Unmasked Estep 
Score: -1811603.500000 Penalty: 1529.949707
	Iteration 0F: 2 clusters Score -1811604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1803054.625000 Penalty: 3059.899414
	Iteration 0F: 3 clusters Score -1803055 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1806031.250000 Penalty: 3059.899414
	Iteration 1F: 3 clusters Score -1806031 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1806371.250000 Penalty: 3059.899414
	Iteration 2F: 3 clusters Score -1806371 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1806812.625000 Penalty: 3059.899414
	Iteration 3F: 3 clusters Score -1806813 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1807273.875000 Penalty: 3059.899414
	Iteration 4F: 3 clusters Score -1807274 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1807706.375000 Penalty: 3059.899414
	Iteration 5F: 3 clusters Score -1807706 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1808123.000000 Penalty: 3059.899414
	Iteration 6F: 3 clusters Score -1808123 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1808478.625000 Penalty: 3059.899414
	Iteration 7F: 3 clusters Score -1808479 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1808767.500000 Penalty: 3059.899414
	Iteration 8Q: 3 clusters Score -1808768 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1808999.500000 Penalty: 3059.899414
	Iteration 9Q: 3 clusters Score -1809000 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1809194.750000 Penalty: 3059.899414
	Iteration 10Q: 3 clusters Score -1809195 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1809353.500000 Penalty: 3059.899414
	Iteration 11Q: 3 clusters Score -1809354 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1809492.125000 Penalty: 3059.899414
	Iteration 12Q: 3 clusters Score -1809492 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1809603.875000 Penalty: 3059.899414
	Iteration 13Q: 3 clusters Score -1809604 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1809706.250000 Penalty: 3059.899414
	Iteration 14Q: 3 clusters Score -1809706 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1809802.750000 Penalty: 3059.899414
	Iteration 15Q: 3 clusters Score -1809803 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1809888.250000 Penalty: 3059.899414
	Iteration 16Q: 3 clusters Score -1809888 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1809973.625000 Penalty: 3059.899414
	Iteration 17Q: 3 clusters Score -1809974 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1810045.750000 Penalty: 3059.899414
	Iteration 18Q: 3 clusters Score -1810046 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1810090.125000 Penalty: 3059.899414
	Iteration 19Q: 3 clusters Score -1810090 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1810128.875000 Penalty: 3059.899414
	Iteration 20F: 3 clusters Score -1810129 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1810161.500000 Penalty: 3059.899414
	Iteration 21Q: 3 clusters Score -1810162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1810184.500000 Penalty: 3059.899414
	Iteration 22Q: 3 clusters Score -1810184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1810205.125000 Penalty: 3059.899414
	Iteration 23Q: 3 clusters Score -1810205 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1810218.000000 Penalty: 3059.899414
	Iteration 24Q: 3 clusters Score -1810218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1810229.750000 Penalty: 3059.899414
	Iteration 25Q: 3 clusters Score -1810230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1810241.125000 Penalty: 3059.899414
	Iteration 26Q: 3 clusters Score -1810241 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1810254.750000 Penalty: 3059.899414
	Iteration 27Q: 3 clusters Score -1810255 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1810262.750000 Penalty: 3059.899414
	Iteration 28Q: 3 clusters Score -1810263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1810272.500000 Penalty: 3059.899414
	Iteration 29Q: 3 clusters Score -1810272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1810272.625000 Penalty: 3059.899414
	Iteration 30Q: 3 clusters Score -1810273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1810276.875000 Penalty: 3059.899414
	Iteration 31Q: 3 clusters Score -1810277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1810283.125000 Penalty: 3059.899414
	Iteration 32Q: 3 clusters Score -1810283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1810293.250000 Penalty: 3059.899414
	Iteration 33Q: 3 clusters Score -1810293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1810295.500000 Penalty: 3059.899414
	Iteration 34Q: 3 clusters Score -1810296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1810297.375000 Penalty: 3059.899414
	Iteration 35Q: 3 clusters Score -1810297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1810302.000000 Penalty: 3059.899414
	Iteration 36Q: 3 clusters Score -1810302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1810301.250000 Penalty: 3059.899414
	Iteration 37Q: 3 clusters Score -1810301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1810302.625000 Penalty: 3059.899414
	Iteration 38Q: 3 clusters Score -1810303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1810305.750000 Penalty: 3059.899414
	Iteration 39Q: 3 clusters Score -1810306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1810305.875000 Penalty: 3059.899414
	Iteration 40F: 3 clusters Score -1810306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1810312.875000 Penalty: 3059.899414
	Iteration 41Q: 3 clusters Score -1810313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1810315.500000 Penalty: 3059.899414
	Iteration 42Q: 3 clusters Score -1810316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1810321.375000 Penalty: 3059.899414
	Iteration 43Q: 3 clusters Score -1810321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1810324.000000 Penalty: 3059.899414
	Iteration 44Q: 3 clusters Score -1810324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1810322.625000 Penalty: 3059.899414
	Iteration 45Q: 3 clusters Score -1810323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1810325.125000 Penalty: 3059.899414
	Iteration 46Q: 3 clusters Score -1810325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1810325.500000 Penalty: 3059.899414
	Iteration 47Q: 3 clusters Score -1810326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1810327.375000 Penalty: 3059.899414
	Iteration 48Q: 3 clusters Score -1810327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1810327.875000 Penalty: 3059.899414
	Iteration 49Q: 3 clusters Score -1810328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1810328.875000 Penalty: 3059.899414
	Iteration 50Q: 3 clusters Score -1810329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1810330.250000 Penalty: 3059.899414
	Iteration 51Q: 3 clusters Score -1810330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1810335.125000 Penalty: 3059.899414
	Iteration 52Q: 3 clusters Score -1810335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1810335.125000 Penalty: 3059.899414
	Iteration 53Q: 3 clusters Score -1810335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1810338.250000 Penalty: 3059.899414
	Iteration 54Q: 3 clusters Score -1810338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1810339.500000 Penalty: 3059.899414
	Iteration 55Q: 3 clusters Score -1810340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1810341.125000 Penalty: 3059.899414
	Iteration 56Q: 3 clusters Score -1810341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1810340.000000 Penalty: 3059.899414
	Iteration 57Q: 3 clusters Score -1810340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1810339.875000 Penalty: 3059.899414
	Iteration 58Q: 3 clusters Score -1810340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1810342.125000 Penalty: 3059.899414
	Iteration 59Q: 3 clusters Score -1810342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1810341.125000 Penalty: 3059.899414
	Iteration 60F: 3 clusters Score -1810341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1810345.250000 Penalty: 3059.899414
	Iteration 61Q: 3 clusters Score -1810345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1810345.250000 Penalty: 3059.899414
	Iteration 62F: 3 clusters Score -1810345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -226965.812500 Penalty: 1204.672241
	Iteration 0F: 2 clusters Score -226965.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -225073.468750 Penalty: 2409.344482
	Iteration 0F: 3 clusters Score -225073.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -225482.765625 Penalty: 2409.344482
	Iteration 1F: 3 clusters Score -225482.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -225627.500000 Penalty: 2409.344482
	Iteration 2F: 3 clusters Score -225627.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -225691.765625 Penalty: 2409.344482
	Iteration 3F: 3 clusters Score -225691.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -225730.453125 Penalty: 2409.344482
	Iteration 4Q: 3 clusters Score -225730.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -225761.000000 Penalty: 2409.344482
	Iteration 5Q: 3 clusters Score -225761 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -225792.562500 Penalty: 2409.344482
	Iteration 6Q: 3 clusters Score -225792.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -225817.265625 Penalty: 2409.344482
	Iteration 7Q: 3 clusters Score -225817.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -225828.328125 Penalty: 2409.344482
	Iteration 8Q: 3 clusters Score -225828.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -225844.140625 Penalty: 2409.344482
	Iteration 9Q: 3 clusters Score -225844.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -225856.859375 Penalty: 2409.344482
	Iteration 10Q: 3 clusters Score -225856.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -225862.953125 Penalty: 2409.344482
	Iteration 11Q: 3 clusters Score -225863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -225870.171875 Penalty: 2409.344482
	Iteration 12Q: 3 clusters Score -225870.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -225878.406250 Penalty: 2409.344482
	Iteration 13Q: 3 clusters Score -225878.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -225887.484375 Penalty: 2409.344482
	Iteration 14Q: 3 clusters Score -225887.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -225896.593750 Penalty: 2409.344482
	Iteration 15Q: 3 clusters Score -225896.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -225907.687500 Penalty: 2409.344482
	Iteration 16Q: 3 clusters Score -225907.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -225920.937500 Penalty: 2409.344482
	Iteration 17Q: 3 clusters Score -225920.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -225938.953125 Penalty: 2409.344482
	Iteration 18Q: 3 clusters Score -225939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -225962.781250 Penalty: 2409.344482
	Iteration 19Q: 3 clusters Score -225962.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -225989.156250 Penalty: 2409.344482
	Iteration 20F: 3 clusters Score -225989.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -226015.468750 Penalty: 2409.344482
	Iteration 21Q: 3 clusters Score -226015.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -226028.343750 Penalty: 2409.344482
	Iteration 22Q: 3 clusters Score -226028.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -226042.265625 Penalty: 2409.344482
	Iteration 23Q: 3 clusters Score -226042.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -226070.671875 Penalty: 2409.344482
	Iteration 24Q: 3 clusters Score -226070.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -226092.640625 Penalty: 2409.344482
	Iteration 25Q: 3 clusters Score -226092.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -226123.328125 Penalty: 2409.344482
	Iteration 26Q: 3 clusters Score -226123.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -226154.546875 Penalty: 2409.344482
	Iteration 27Q: 3 clusters Score -226154.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -226171.000000 Penalty: 2409.344482
	Iteration 28Q: 3 clusters Score -226171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -226180.593750 Penalty: 2409.344482
	Iteration 29Q: 3 clusters Score -226180.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -226186.265625 Penalty: 2409.344482
	Iteration 30Q: 3 clusters Score -226186.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -226195.671875 Penalty: 2409.344482
	Iteration 31Q: 3 clusters Score -226195.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -226201.093750 Penalty: 2409.344482
	Iteration 32Q: 3 clusters Score -226201.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -226206.921875 Penalty: 2409.344482
	Iteration 33Q: 3 clusters Score -226206.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -226219.500000 Penalty: 2409.344482
	Iteration 34Q: 3 clusters Score -226219.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -226227.046875 Penalty: 2409.344482
	Iteration 35Q: 3 clusters Score -226227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -226230.109375 Penalty: 2409.344482
	Iteration 36Q: 3 clusters Score -226230.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -226232.421875 Penalty: 2409.344482
	Iteration 37Q: 3 clusters Score -226232.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -226233.265625 Penalty: 2409.344482
	Iteration 38Q: 3 clusters Score -226233.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -226238.578125 Penalty: 2409.344482
	Iteration 39Q: 3 clusters Score -226238.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -226243.937500 Penalty: 2409.344482
	Iteration 40F: 3 clusters Score -226243.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -226249.500000 Penalty: 2409.344482
	Iteration 41Q: 3 clusters Score -226249.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -226256.546875 Penalty: 2409.344482
	Iteration 42Q: 3 clusters Score -226256.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -226263.218750 Penalty: 2409.344482
	Iteration 43Q: 3 clusters Score -226263.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -226268.250000 Penalty: 2409.344482
	Iteration 44Q: 3 clusters Score -226268.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -226273.546875 Penalty: 2409.344482
	Iteration 45Q: 3 clusters Score -226273.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -226278.031250 Penalty: 2409.344482
	Iteration 46Q: 3 clusters Score -226278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -226282.046875 Penalty: 2409.344482
	Iteration 47Q: 3 clusters Score -226282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -226284.312500 Penalty: 2409.344482
	Iteration 48Q: 3 clusters Score -226284.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -226285.859375 Penalty: 2409.344482
	Iteration 49Q: 3 clusters Score -226285.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -226286.625000 Penalty: 2409.344482
	Iteration 50Q: 3 clusters Score -226286.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -226288.609375 Penalty: 2409.344482
	Iteration 51Q: 3 clusters Score -226288.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -226290.468750 Penalty: 2409.344482
	Iteration 52Q: 3 clusters Score -226290.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -226293.703125 Penalty: 2409.344482
	Iteration 53Q: 3 clusters Score -226293.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -226296.593750 Penalty: 2409.344482
	Iteration 54Q: 3 clusters Score -226296.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -226298.562500 Penalty: 2409.344482
	Iteration 55Q: 3 clusters Score -226298.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -226299.562500 Penalty: 2409.344482
	Iteration 56Q: 3 clusters Score -226299.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -226300.312500 Penalty: 2409.344482
	Iteration 57Q: 3 clusters Score -226300.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -226300.390625 Penalty: 2409.344482
	Iteration 58Q: 3 clusters Score -226300.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -226301.062500 Penalty: 2409.344482
	Iteration 59Q: 3 clusters Score -226301.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -226303.578125 Penalty: 2409.344482
	Iteration 60F: 3 clusters Score -226303.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -226306.156250 Penalty: 2409.344482
	Iteration 61Q: 3 clusters Score -226306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -226307.484375 Penalty: 2409.344482
	Iteration 62Q: 3 clusters Score -226307.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -226310.265625 Penalty: 2409.344482
	Iteration 63Q: 3 clusters Score -226310.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -226315.375000 Penalty: 2409.344482
	Iteration 64Q: 3 clusters Score -226315.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -226318.109375 Penalty: 2409.344482
	Iteration 65Q: 3 clusters Score -226318.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -226319.421875 Penalty: 2409.344482
	Iteration 66Q: 3 clusters Score -226319.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -226320.234375 Penalty: 2409.344482
	Iteration 67Q: 3 clusters Score -226320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -226322.265625 Penalty: 2409.344482
	Iteration 68Q: 3 clusters Score -226322.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -226322.265625 Penalty: 2409.344482
	Iteration 69F: 3 clusters Score -226322.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Entering Unmasked Estep 
Score: -1065962.375000 Penalty: 1447.948242
	Iteration 0F: 2 clusters Score -1065962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1060522.375000 Penalty: 2895.896484
	Iteration 0F: 3 clusters Score -1060522 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1062789.000000 Penalty: 2895.896484
	Iteration 1F: 3 clusters Score -1062789 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1063485.250000 Penalty: 2895.896484
	Iteration 2F: 3 clusters Score -1063485 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1064106.500000 Penalty: 2895.896484
	Iteration 3F: 3 clusters Score -1064106 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1064530.875000 Penalty: 2895.896484
	Iteration 4F: 3 clusters Score -1064531 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1064786.500000 Penalty: 2895.896484
	Iteration 5F: 3 clusters Score -1064786 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1064923.750000 Penalty: 2895.896484
	Iteration 6Q: 3 clusters Score -1064924 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1065010.875000 Penalty: 2895.896484
	Iteration 7Q: 3 clusters Score -1065011 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1065079.125000 Penalty: 2895.896484
	Iteration 8Q: 3 clusters Score -1065079 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1065153.125000 Penalty: 2895.896484
	Iteration 9Q: 3 clusters Score -1065153 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1065207.500000 Penalty: 2895.896484
	Iteration 10Q: 3 clusters Score -1065208 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1065244.000000 Penalty: 2895.896484
	Iteration 11Q: 3 clusters Score -1065244 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1065272.625000 Penalty: 2895.896484
	Iteration 12Q: 3 clusters Score -1065273 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1065289.500000 Penalty: 2895.896484
	Iteration 13Q: 3 clusters Score -1065290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1065301.125000 Penalty: 2895.896484
	Iteration 14Q: 3 clusters Score -1065301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1065315.750000 Penalty: 2895.896484
	Iteration 15Q: 3 clusters Score -1065316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1065326.125000 Penalty: 2895.896484
	Iteration 16Q: 3 clusters Score -1065326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1065337.125000 Penalty: 2895.896484
	Iteration 17Q: 3 clusters Score -1065337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1065339.625000 Penalty: 2895.896484
	Iteration 18Q: 3 clusters Score -1065340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1065341.875000 Penalty: 2895.896484
	Iteration 19Q: 3 clusters Score -1065342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1065344.625000 Penalty: 2895.896484
	Iteration 20F: 3 clusters Score -1065345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1065347.250000 Penalty: 2895.896484
	Iteration 21Q: 3 clusters Score -1065347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1065353.625000 Penalty: 2895.896484
	Iteration 22Q: 3 clusters Score -1065354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1065353.125000 Penalty: 2895.896484
	Iteration 23Q: 3 clusters Score -1065353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1065355.250000 Penalty: 2895.896484
	Iteration 24Q: 3 clusters Score -1065355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1065357.875000 Penalty: 2895.896484
	Iteration 25Q: 3 clusters Score -1065358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1065357.375000 Penalty: 2895.896484
	Iteration 26Q: 3 clusters Score -1065357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1065357.000000 Penalty: 2895.896484
	Iteration 27Q: 3 clusters Score -1065357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1065356.625000 Penalty: 2895.896484
	Iteration 28Q: 3 clusters Score -1065357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1065358.500000 Penalty: 2895.896484
	Iteration 29Q: 3 clusters Score -1065358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1065357.500000 Penalty: 2895.896484
	Iteration 30Q: 3 clusters Score -1065358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1065358.875000 Penalty: 2895.896484
	Iteration 31Q: 3 clusters Score -1065359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1065359.500000 Penalty: 2895.896484
	Iteration 32Q: 3 clusters Score -1065360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1065357.875000 Penalty: 2895.896484
	Iteration 33Q: 3 clusters Score -1065358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1065360.750000 Penalty: 2895.896484
	Iteration 34Q: 3 clusters Score -1065361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1065361.250000 Penalty: 2895.896484
	Iteration 35Q: 3 clusters Score -1065361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1065360.875000 Penalty: 2895.896484
	Iteration 36Q: 3 clusters Score -1065361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1065360.250000 Penalty: 2895.896484
	Iteration 37Q: 3 clusters Score -1065360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1065361.500000 Penalty: 2895.896484
	Iteration 38Q: 3 clusters Score -1065362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1065360.250000 Penalty: 2895.896484
	Iteration 39Q: 3 clusters Score -1065360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1065361.375000 Penalty: 2895.896484
	Iteration 40F: 3 clusters Score -1065361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1065361.500000 Penalty: 2895.896484
	Iteration 41Q: 3 clusters Score -1065362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1065360.875000 Penalty: 2895.896484
	Iteration 42Q: 3 clusters Score -1065361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1065361.625000 Penalty: 2895.896484
	Iteration 43Q: 3 clusters Score -1065362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1065361.625000 Penalty: 2895.896484
	Iteration 44F: 3 clusters Score -1065362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Entering Unmasked Estep 
Score: -1241511.500000 Penalty: 1464.332886
	Iteration 0F: 2 clusters Score -1241512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1235542.875000 Penalty: 2928.665771
	Iteration 0F: 3 clusters Score -1235543 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1237337.875000 Penalty: 2928.665771
	Iteration 1F: 3 clusters Score -1237338 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1237600.000000 Penalty: 2928.665771
	Iteration 2F: 3 clusters Score -1237600 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1237837.000000 Penalty: 2928.665771
	Iteration 3F: 3 clusters Score -1237837 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1238057.625000 Penalty: 2928.665771
	Iteration 4F: 3 clusters Score -1238058 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1238260.125000 Penalty: 2928.665771
	Iteration 5Q: 3 clusters Score -1238260 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1238470.500000 Penalty: 2928.665771
	Iteration 6Q: 3 clusters Score -1238470 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1238680.250000 Penalty: 2928.665771
	Iteration 7Q: 3 clusters Score -1238680 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1238896.000000 Penalty: 2928.665771
	Iteration 8Q: 3 clusters Score -1238896 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1239133.125000 Penalty: 2928.665771
	Iteration 9Q: 3 clusters Score -1239133 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1239366.625000 Penalty: 2928.665771
	Iteration 10Q: 3 clusters Score -1239367 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1239583.000000 Penalty: 2928.665771
	Iteration 11Q: 3 clusters Score -1239583 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1239758.125000 Penalty: 2928.665771
	Iteration 12Q: 3 clusters Score -1239758 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1239898.125000 Penalty: 2928.665771
	Iteration 13Q: 3 clusters Score -1239898 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1240018.500000 Penalty: 2928.665771
	Iteration 14Q: 3 clusters Score -1240018 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1240098.250000 Penalty: 2928.665771
	Iteration 15Q: 3 clusters Score -1240098 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1240163.375000 Penalty: 2928.665771
	Iteration 16Q: 3 clusters Score -1240163 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1240201.750000 Penalty: 2928.665771
	Iteration 17Q: 3 clusters Score -1240202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1240228.375000 Penalty: 2928.665771
	Iteration 18Q: 3 clusters Score -1240228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1240242.875000 Penalty: 2928.665771
	Iteration 19Q: 3 clusters Score -1240243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1240257.375000 Penalty: 2928.665771
	Iteration 20F: 3 clusters Score -1240257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1240267.875000 Penalty: 2928.665771
	Iteration 21Q: 3 clusters Score -1240268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1240278.500000 Penalty: 2928.665771
	Iteration 22Q: 3 clusters Score -1240278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1240280.125000 Penalty: 2928.665771
	Iteration 23Q: 3 clusters Score -1240280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1240283.000000 Penalty: 2928.665771
	Iteration 24Q: 3 clusters Score -1240283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1240285.500000 Penalty: 2928.665771
	Iteration 25Q: 3 clusters Score -1240286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1240286.750000 Penalty: 2928.665771
	Iteration 26Q: 3 clusters Score -1240287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1240286.750000 Penalty: 2928.665771
	Iteration 27F: 3 clusters Score -1240287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Entering Unmasked Estep 
Score: -474519.625000 Penalty: 1335.815430
	Iteration 0F: 2 clusters Score -474519.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -471311.031250 Penalty: 2671.630859
	Iteration 0F: 3 clusters Score -471311 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -472136.093750 Penalty: 2671.630859
	Iteration 1F: 3 clusters Score -472136.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -472297.406250 Penalty: 2671.630859
	Iteration 2F: 3 clusters Score -472297.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -472402.656250 Penalty: 2671.630859
	Iteration 3F: 3 clusters Score -472402.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -472468.062500 Penalty: 2671.630859
	Iteration 4Q: 3 clusters Score -472468.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -472525.000000 Penalty: 2671.630859
	Iteration 5Q: 3 clusters Score -472525 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -472583.156250 Penalty: 2671.630859
	Iteration 6Q: 3 clusters Score -472583.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -472656.875000 Penalty: 2671.630859
	Iteration 7Q: 3 clusters Score -472656.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -472747.625000 Penalty: 2671.630859
	Iteration 8Q: 3 clusters Score -472747.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -472862.875000 Penalty: 2671.630859
	Iteration 9Q: 3 clusters Score -472862.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -472985.718750 Penalty: 2671.630859
	Iteration 10Q: 3 clusters Score -472985.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -473113.562500 Penalty: 2671.630859
	Iteration 11Q: 3 clusters Score -473113.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -473260.312500 Penalty: 2671.630859
	Iteration 12Q: 3 clusters Score -473260.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -473415.031250 Penalty: 2671.630859
	Iteration 13Q: 3 clusters Score -473415 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -473551.562500 Penalty: 2671.630859
	Iteration 14Q: 3 clusters Score -473551.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -473655.437500 Penalty: 2671.630859
	Iteration 15Q: 3 clusters Score -473655.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -473722.750000 Penalty: 2671.630859
	Iteration 16Q: 3 clusters Score -473722.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -473764.562500 Penalty: 2671.630859
	Iteration 17Q: 3 clusters Score -473764.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -473796.625000 Penalty: 2671.630859
	Iteration 18Q: 3 clusters Score -473796.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -473815.468750 Penalty: 2671.630859
	Iteration 19Q: 3 clusters Score -473815.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -473825.312500 Penalty: 2671.630859
	Iteration 20F: 3 clusters Score -473825.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -473832.562500 Penalty: 2671.630859
	Iteration 21Q: 3 clusters Score -473832.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -473837.656250 Penalty: 2671.630859
	Iteration 22Q: 3 clusters Score -473837.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -473839.906250 Penalty: 2671.630859
	Iteration 23Q: 3 clusters Score -473839.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -473841.906250 Penalty: 2671.630859
	Iteration 24Q: 3 clusters Score -473841.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -473844.031250 Penalty: 2671.630859
	Iteration 25Q: 3 clusters Score -473844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -473845.781250 Penalty: 2671.630859
	Iteration 26Q: 3 clusters Score -473845.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -473846.187500 Penalty: 2671.630859
	Iteration 27Q: 3 clusters Score -473846.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -473846.843750 Penalty: 2671.630859
	Iteration 28Q: 3 clusters Score -473846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -473846.281250 Penalty: 2671.630859
	Iteration 29Q: 3 clusters Score -473846.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -473847.218750 Penalty: 2671.630859
	Iteration 30Q: 3 clusters Score -473847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -473847.437500 Penalty: 2671.630859
	Iteration 31Q: 3 clusters Score -473847.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -473847.218750 Penalty: 2671.630859
	Iteration 32Q: 3 clusters Score -473847.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -473847.218750 Penalty: 2671.630859
	Iteration 33F: 3 clusters Score -473847.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -267768.937500 Penalty: 1233.595581
	Iteration 0F: 2 clusters Score -267768.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -265702.593750 Penalty: 2467.191162
	Iteration 0F: 3 clusters Score -265702.6 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -266237.656250 Penalty: 2467.191162
	Iteration 1F: 3 clusters Score -266237.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -266385.281250 Penalty: 2467.191162
	Iteration 2F: 3 clusters Score -266385.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -266507.343750 Penalty: 2467.191162
	Iteration 3F: 3 clusters Score -266507.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -266595.812500 Penalty: 2467.191162
	Iteration 4Q: 3 clusters Score -266595.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -266652.531250 Penalty: 2467.191162
	Iteration 5Q: 3 clusters Score -266652.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -266686.437500 Penalty: 2467.191162
	Iteration 6Q: 3 clusters Score -266686.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -266711.468750 Penalty: 2467.191162
	Iteration 7Q: 3 clusters Score -266711.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -266742.468750 Penalty: 2467.191162
	Iteration 8Q: 3 clusters Score -266742.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -266777.531250 Penalty: 2467.191162
	Iteration 9Q: 3 clusters Score -266777.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -266804.156250 Penalty: 2467.191162
	Iteration 10Q: 3 clusters Score -266804.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -266823.812500 Penalty: 2467.191162
	Iteration 11Q: 3 clusters Score -266823.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -266841.687500 Penalty: 2467.191162
	Iteration 12Q: 3 clusters Score -266841.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -266861.093750 Penalty: 2467.191162
	Iteration 13Q: 3 clusters Score -266861.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -266878.968750 Penalty: 2467.191162
	Iteration 14Q: 3 clusters Score -266879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -266895.437500 Penalty: 2467.191162
	Iteration 15Q: 3 clusters Score -266895.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -266912.406250 Penalty: 2467.191162
	Iteration 16Q: 3 clusters Score -266912.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -266922.250000 Penalty: 2467.191162
	Iteration 17Q: 3 clusters Score -266922.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -266932.718750 Penalty: 2467.191162
	Iteration 18Q: 3 clusters Score -266932.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -266948.781250 Penalty: 2467.191162
	Iteration 19Q: 3 clusters Score -266948.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -266961.468750 Penalty: 2467.191162
	Iteration 20F: 3 clusters Score -266961.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -266975.531250 Penalty: 2467.191162
	Iteration 21Q: 3 clusters Score -266975.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -266993.000000 Penalty: 2467.191162
	Iteration 22Q: 3 clusters Score -266993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -267004.250000 Penalty: 2467.191162
	Iteration 23Q: 3 clusters Score -267004.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -267014.625000 Penalty: 2467.191162
	Iteration 24Q: 3 clusters Score -267014.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -267020.875000 Penalty: 2467.191162
	Iteration 25Q: 3 clusters Score -267020.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -267025.781250 Penalty: 2467.191162
	Iteration 26Q: 3 clusters Score -267025.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -267033.281250 Penalty: 2467.191162
	Iteration 27Q: 3 clusters Score -267033.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -267038.406250 Penalty: 2467.191162
	Iteration 28Q: 3 clusters Score -267038.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -267044.593750 Penalty: 2467.191162
	Iteration 29Q: 3 clusters Score -267044.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -267051.281250 Penalty: 2467.191162
	Iteration 30Q: 3 clusters Score -267051.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -267057.281250 Penalty: 2467.191162
	Iteration 31Q: 3 clusters Score -267057.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -267062.750000 Penalty: 2467.191162
	Iteration 32Q: 3 clusters Score -267062.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -267065.656250 Penalty: 2467.191162
	Iteration 33Q: 3 clusters Score -267065.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -267065.937500 Penalty: 2467.191162
	Iteration 34Q: 3 clusters Score -267065.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -267065.937500 Penalty: 2467.191162
	Iteration 35F: 3 clusters Score -267065.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Entering Unmasked Estep 
Score: -413441.750000 Penalty: 1302.383301
	Iteration 0F: 2 clusters Score -413441.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -410715.093750 Penalty: 2604.766602
	Iteration 0F: 3 clusters Score -410715.1 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -411398.437500 Penalty: 2604.766602
	Iteration 1F: 3 clusters Score -411398.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -411557.437500 Penalty: 2604.766602
	Iteration 2F: 3 clusters Score -411557.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -411649.437500 Penalty: 2604.766602
	Iteration 3F: 3 clusters Score -411649.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -411704.968750 Penalty: 2604.766602
	Iteration 4Q: 3 clusters Score -411705 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -411770.156250 Penalty: 2604.766602
	Iteration 5Q: 3 clusters Score -411770.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -411863.093750 Penalty: 2604.766602
	Iteration 6Q: 3 clusters Score -411863.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -411986.375000 Penalty: 2604.766602
	Iteration 7Q: 3 clusters Score -411986.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -412196.437500 Penalty: 2604.766602
	Iteration 8Q: 3 clusters Score -412196.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -412505.250000 Penalty: 2604.766602
	Iteration 9F: 3 clusters Score -412505.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -412769.281250 Penalty: 2604.766602
	Iteration 10F: 3 clusters Score -412769.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -412940.500000 Penalty: 2604.766602
	Iteration 11Q: 3 clusters Score -412940.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -413048.156250 Penalty: 2604.766602
	Iteration 12Q: 3 clusters Score -413048.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -413129.250000 Penalty: 2604.766602
	Iteration 13Q: 3 clusters Score -413129.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -413166.000000 Penalty: 2604.766602
	Iteration 14Q: 3 clusters Score -413166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -413188.218750 Penalty: 2604.766602
	Iteration 15Q: 3 clusters Score -413188.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -413203.125000 Penalty: 2604.766602
	Iteration 16Q: 3 clusters Score -413203.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -413216.843750 Penalty: 2604.766602
	Iteration 17Q: 3 clusters Score -413216.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -413227.531250 Penalty: 2604.766602
	Iteration 18Q: 3 clusters Score -413227.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -413236.968750 Penalty: 2604.766602
	Iteration 19Q: 3 clusters Score -413237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -413243.406250 Penalty: 2604.766602
	Iteration 20F: 3 clusters Score -413243.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -413252.406250 Penalty: 2604.766602
	Iteration 21Q: 3 clusters Score -413252.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -413260.000000 Penalty: 2604.766602
	Iteration 22Q: 3 clusters Score -413260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -413261.718750 Penalty: 2604.766602
	Iteration 23Q: 3 clusters Score -413261.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -413263.750000 Penalty: 2604.766602
	Iteration 24Q: 3 clusters Score -413263.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -413264.531250 Penalty: 2604.766602
	Iteration 25Q: 3 clusters Score -413264.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -413264.531250 Penalty: 2604.766602
	Iteration 26Q: 3 clusters Score -413264.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -413264.531250 Penalty: 2604.766602
	Iteration 27F: 3 clusters Score -413264.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Entering Unmasked Estep 
Score: -221623.093750 Penalty: 1202.997437
	Iteration 0F: 2 clusters Score -221623.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -219781.593750 Penalty: 2405.994873
	Iteration 0F: 3 clusters Score -219781.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -220223.109375 Penalty: 2405.994873
	Iteration 1F: 3 clusters Score -220223.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -220325.562500 Penalty: 2405.994873
	Iteration 2F: 3 clusters Score -220325.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -220382.578125 Penalty: 2405.994873
	Iteration 3Q: 3 clusters Score -220382.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -220426.343750 Penalty: 2405.994873
	Iteration 4Q: 3 clusters Score -220426.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -220460.781250 Penalty: 2405.994873
	Iteration 5Q: 3 clusters Score -220460.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -220493.609375 Penalty: 2405.994873
	Iteration 6Q: 3 clusters Score -220493.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -220515.281250 Penalty: 2405.994873
	Iteration 7Q: 3 clusters Score -220515.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -220537.640625 Penalty: 2405.994873
	Iteration 8Q: 3 clusters Score -220537.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -220559.843750 Penalty: 2405.994873
	Iteration 9Q: 3 clusters Score -220559.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -220592.265625 Penalty: 2405.994873
	Iteration 10Q: 3 clusters Score -220592.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -220618.656250 Penalty: 2405.994873
	Iteration 11Q: 3 clusters Score -220618.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -220635.359375 Penalty: 2405.994873
	Iteration 12Q: 3 clusters Score -220635.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -220665.234375 Penalty: 2405.994873
	Iteration 13Q: 3 clusters Score -220665.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -220703.000000 Penalty: 2405.994873
	Iteration 14Q: 3 clusters Score -220703 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -220729.390625 Penalty: 2405.994873
	Iteration 15Q: 3 clusters Score -220729.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -220741.593750 Penalty: 2405.994873
	Iteration 16Q: 3 clusters Score -220741.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -220752.421875 Penalty: 2405.994873
	Iteration 17Q: 3 clusters Score -220752.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -220761.750000 Penalty: 2405.994873
	Iteration 18Q: 3 clusters Score -220761.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -220769.781250 Penalty: 2405.994873
	Iteration 19Q: 3 clusters Score -220769.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -220776.296875 Penalty: 2405.994873
	Iteration 20F: 3 clusters Score -220776.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -220777.140625 Penalty: 2405.994873
	Iteration 21Q: 3 clusters Score -220777.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -220777.625000 Penalty: 2405.994873
	Iteration 22Q: 3 clusters Score -220777.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -220778.062500 Penalty: 2405.994873
	Iteration 23Q: 3 clusters Score -220778.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -220778.062500 Penalty: 2405.994873
	Iteration 24F: 3 clusters Score -220778.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -72961.406250 Penalty: 1015.620972
	Iteration 0F: 2 clusters Score -72961.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -71863.257812 Penalty: 2031.241943
	Iteration 0F: 3 clusters Score -71863.26 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72059.460938 Penalty: 2031.241943
	Iteration 1F: 3 clusters Score -72059.46 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72169.187500 Penalty: 2031.241943
	Iteration 2F: 3 clusters Score -72169.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72225.882812 Penalty: 2031.241943
	Iteration 3F: 3 clusters Score -72225.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -72289.445312 Penalty: 2031.241943
	Iteration 4Q: 3 clusters Score -72289.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -72338.398438 Penalty: 2031.241943
	Iteration 5Q: 3 clusters Score -72338.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -72372.718750 Penalty: 2031.241943
	Iteration 6Q: 3 clusters Score -72372.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -72429.617188 Penalty: 2031.241943
	Iteration 7Q: 3 clusters Score -72429.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72478.140625 Penalty: 2031.241943
	Iteration 8Q: 3 clusters Score -72478.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72486.781250 Penalty: 2031.241943
	Iteration 9Q: 3 clusters Score -72486.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -72497.859375 Penalty: 2031.241943
	Iteration 10Q: 3 clusters Score -72497.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72507.757812 Penalty: 2031.241943
	Iteration 11Q: 3 clusters Score -72507.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -72513.648438 Penalty: 2031.241943
	Iteration 12Q: 3 clusters Score -72513.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -72515.203125 Penalty: 2031.241943
	Iteration 13Q: 3 clusters Score -72515.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -72515.203125 Penalty: 2031.241943
	Iteration 14F: 3 clusters Score -72515.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Entering Unmasked Estep 
Score: -1783115.125000 Penalty: 1523.851562
	Iteration 0F: 2 clusters Score -1783115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1774944.125000 Penalty: 3047.703125
	Iteration 0F: 3 clusters Score -1774944 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1777703.000000 Penalty: 3047.703125
	Iteration 1F: 3 clusters Score -1777703 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1778027.250000 Penalty: 3047.703125
	Iteration 2F: 3 clusters Score -1778027 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1778306.250000 Penalty: 3047.703125
	Iteration 3F: 3 clusters Score -1778306 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1778580.500000 Penalty: 3047.703125
	Iteration 4F: 3 clusters Score -1778580 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1778799.625000 Penalty: 3047.703125
	Iteration 5Q: 3 clusters Score -1778800 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1779031.875000 Penalty: 3047.703125
	Iteration 6Q: 3 clusters Score -1779032 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1779279.500000 Penalty: 3047.703125
	Iteration 7Q: 3 clusters Score -1779280 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1779578.750000 Penalty: 3047.703125
	Iteration 8Q: 3 clusters Score -1779579 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1779919.875000 Penalty: 3047.703125
	Iteration 9Q: 3 clusters Score -1779920 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1780241.500000 Penalty: 3047.703125
	Iteration 10Q: 3 clusters Score -1780242 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1780494.750000 Penalty: 3047.703125
	Iteration 11Q: 3 clusters Score -1780495 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1780661.500000 Penalty: 3047.703125
	Iteration 12Q: 3 clusters Score -1780662 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1780802.000000 Penalty: 3047.703125
	Iteration 13Q: 3 clusters Score -1780802 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1780903.375000 Penalty: 3047.703125
	Iteration 14Q: 3 clusters Score -1780903 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1780977.000000 Penalty: 3047.703125
	Iteration 15Q: 3 clusters Score -1780977 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1781053.625000 Penalty: 3047.703125
	Iteration 16Q: 3 clusters Score -1781054 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1781129.875000 Penalty: 3047.703125
	Iteration 17Q: 3 clusters Score -1781130 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1781195.125000 Penalty: 3047.703125
	Iteration 18Q: 3 clusters Score -1781195 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1781263.500000 Penalty: 3047.703125
	Iteration 19Q: 3 clusters Score -1781264 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1781340.000000 Penalty: 3047.703125
	Iteration 20F: 3 clusters Score -1781340 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1781417.875000 Penalty: 3047.703125
	Iteration 21Q: 3 clusters Score -1781418 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1781485.750000 Penalty: 3047.703125
	Iteration 22Q: 3 clusters Score -1781486 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1781534.375000 Penalty: 3047.703125
	Iteration 23Q: 3 clusters Score -1781534 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1781607.875000 Penalty: 3047.703125
	Iteration 24Q: 3 clusters Score -1781608 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1781671.625000 Penalty: 3047.703125
	Iteration 25Q: 3 clusters Score -1781672 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1781727.875000 Penalty: 3047.703125
	Iteration 26Q: 3 clusters Score -1781728 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1781764.875000 Penalty: 3047.703125
	Iteration 27Q: 3 clusters Score -1781765 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1781792.375000 Penalty: 3047.703125
	Iteration 28Q: 3 clusters Score -1781792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1781810.750000 Penalty: 3047.703125
	Iteration 29Q: 3 clusters Score -1781811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1781826.250000 Penalty: 3047.703125
	Iteration 30Q: 3 clusters Score -1781826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1781842.500000 Penalty: 3047.703125
	Iteration 31Q: 3 clusters Score -1781842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1781851.875000 Penalty: 3047.703125
	Iteration 32Q: 3 clusters Score -1781852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1781858.125000 Penalty: 3047.703125
	Iteration 33Q: 3 clusters Score -1781858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1781862.625000 Penalty: 3047.703125
	Iteration 34Q: 3 clusters Score -1781863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1781870.375000 Penalty: 3047.703125
	Iteration 35Q: 3 clusters Score -1781870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1781879.250000 Penalty: 3047.703125
	Iteration 36Q: 3 clusters Score -1781879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1781879.250000 Penalty: 3047.703125
	Iteration 37Q: 3 clusters Score -1781879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1781886.250000 Penalty: 3047.703125
	Iteration 38Q: 3 clusters Score -1781886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1781886.750000 Penalty: 3047.703125
	Iteration 39Q: 3 clusters Score -1781887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1781886.125000 Penalty: 3047.703125
	Iteration 40F: 3 clusters Score -1781886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1781891.875000 Penalty: 3047.703125
	Iteration 41Q: 3 clusters Score -1781892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1781893.875000 Penalty: 3047.703125
	Iteration 42Q: 3 clusters Score -1781894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1781897.750000 Penalty: 3047.703125
	Iteration 43Q: 3 clusters Score -1781898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1781898.750000 Penalty: 3047.703125
	Iteration 44Q: 3 clusters Score -1781899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1781900.375000 Penalty: 3047.703125
	Iteration 45Q: 3 clusters Score -1781900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1781900.375000 Penalty: 3047.703125
	Iteration 46F: 3 clusters Score -1781900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -79864.070312 Penalty: 1040.849609
	Iteration 0F: 2 clusters Score -79864.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -78725.085938 Penalty: 2081.699219
	Iteration 0F: 3 clusters Score -78725.09 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -78926.757812 Penalty: 2081.699219
	Iteration 1F: 3 clusters Score -78926.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78985.312500 Penalty: 2081.699219
	Iteration 2F: 3 clusters Score -78985.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79015.437500 Penalty: 2081.699219
	Iteration 3Q: 3 clusters Score -79015.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79035.757812 Penalty: 2081.699219
	Iteration 4Q: 3 clusters Score -79035.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -79049.562500 Penalty: 2081.699219
	Iteration 5Q: 3 clusters Score -79049.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79065.921875 Penalty: 2081.699219
	Iteration 6Q: 3 clusters Score -79065.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79069.796875 Penalty: 2081.699219
	Iteration 7Q: 3 clusters Score -79069.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79077.117188 Penalty: 2081.699219
	Iteration 8Q: 3 clusters Score -79077.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79089.468750 Penalty: 2081.699219
	Iteration 9Q: 3 clusters Score -79089.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79103.234375 Penalty: 2081.699219
	Iteration 10Q: 3 clusters Score -79103.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79126.726562 Penalty: 2081.699219
	Iteration 11Q: 3 clusters Score -79126.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79154.664062 Penalty: 2081.699219
	Iteration 12Q: 3 clusters Score -79154.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -79178.281250 Penalty: 2081.699219
	Iteration 13Q: 3 clusters Score -79178.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -79201.890625 Penalty: 2081.699219
	Iteration 14Q: 3 clusters Score -79201.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -79211.812500 Penalty: 2081.699219
	Iteration 15Q: 3 clusters Score -79211.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -79216.156250 Penalty: 2081.699219
	Iteration 16Q: 3 clusters Score -79216.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -79224.046875 Penalty: 2081.699219
	Iteration 17Q: 3 clusters Score -79224.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79247.164062 Penalty: 2081.699219
	Iteration 18Q: 3 clusters Score -79247.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -79257.335938 Penalty: 2081.699219
	Iteration 19Q: 3 clusters Score -79257.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79268.140625 Penalty: 2081.699219
	Iteration 20F: 3 clusters Score -79268.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79281.320312 Penalty: 2081.699219
	Iteration 21Q: 3 clusters Score -79281.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -79294.507812 Penalty: 2081.699219
	Iteration 22Q: 3 clusters Score -79294.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -79298.195312 Penalty: 2081.699219
	Iteration 23Q: 3 clusters Score -79298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -79302.296875 Penalty: 2081.699219
	Iteration 24Q: 3 clusters Score -79302.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79307.812500 Penalty: 2081.699219
	Iteration 25Q: 3 clusters Score -79307.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79307.812500 Penalty: 2081.699219
	Iteration 26F: 3 clusters Score -79307.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (31404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Entering Unmasked Estep 
Score: -4772424.000000 Penalty: 1682.637207
	Iteration 0F: 2 clusters Score -4772424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -4753924.500000 Penalty: 3365.274414
	Iteration 0F: 3 clusters Score -4753924 nChanged 14635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -4762130.000000 Penalty: 3365.274414
	Iteration 1F: 3 clusters Score -4762130 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -4762671.500000 Penalty: 3365.274414
	Iteration 2F: 3 clusters Score -4762672 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -4763229.500000 Penalty: 3365.274414
	Iteration 3F: 3 clusters Score -4763230 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -4763850.000000 Penalty: 3365.274414
	Iteration 4F: 3 clusters Score -4763850 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -4764735.000000 Penalty: 3365.274414
	Iteration 5F: 3 clusters Score -4764735 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -4765808.500000 Penalty: 3365.274414
	Iteration 6F: 3 clusters Score -4765808 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -4767067.000000 Penalty: 3365.274414
	Iteration 7F: 3 clusters Score -4767067 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -4768251.500000 Penalty: 3365.274414
	Iteration 8F: 3 clusters Score -4768252 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -4769087.500000 Penalty: 3365.274414
	Iteration 9Q: 3 clusters Score -4769088 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -4769544.000000 Penalty: 3365.274414
	Iteration 10Q: 3 clusters Score -4769544 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -4769705.500000 Penalty: 3365.274414
	Iteration 11Q: 3 clusters Score -4769706 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -4769842.500000 Penalty: 3365.274414
	Iteration 12Q: 3 clusters Score -4769842 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -4769941.000000 Penalty: 3365.274414
	Iteration 13Q: 3 clusters Score -4769941 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -4769970.000000 Penalty: 3365.274414
	Iteration 14Q: 3 clusters Score -4769970 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -4769969.000000 Penalty: 3365.274414
	Iteration 15Q: 3 clusters Score -4769969 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -4769965.500000 Penalty: 3365.274414
	Iteration 16Q: 3 clusters Score -4769966 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -4769984.500000 Penalty: 3365.274414
	Iteration 17Q: 3 clusters Score -4769984 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -4770018.500000 Penalty: 3365.274414
	Iteration 18Q: 3 clusters Score -4770018 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -4770040.500000 Penalty: 3365.274414
	Iteration 19Q: 3 clusters Score -4770040 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -4770012.000000 Penalty: 3365.274414
	Iteration 20F: 3 clusters Score -4770012 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -4770022.000000 Penalty: 3365.274414
	Iteration 21Q: 3 clusters Score -4770022 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -4769987.500000 Penalty: 3365.274414
	Iteration 22Q: 3 clusters Score -4769988 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -4769957.000000 Penalty: 3365.274414
	Iteration 23Q: 3 clusters Score -4769957 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -4769934.500000 Penalty: 3365.274414
	Iteration 24Q: 3 clusters Score -4769934 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -4769917.500000 Penalty: 3365.274414
	Iteration 25Q: 3 clusters Score -4769918 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -4769912.500000 Penalty: 3365.274414
	Iteration 26Q: 3 clusters Score -4769912 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -4769894.500000 Penalty: 3365.274414
	Iteration 27Q: 3 clusters Score -4769894 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -4769887.000000 Penalty: 3365.274414
	Iteration 28Q: 3 clusters Score -4769887 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -4769877.000000 Penalty: 3365.274414
	Iteration 29Q: 3 clusters Score -4769877 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -4769887.000000 Penalty: 3365.274414
	Iteration 30Q: 3 clusters Score -4769887 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -4769887.000000 Penalty: 3365.274414
	Iteration 31Q: 3 clusters Score -4769887 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -4769909.000000 Penalty: 3365.274414
	Iteration 32Q: 3 clusters Score -4769909 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -4769910.000000 Penalty: 3365.274414
	Iteration 33Q: 3 clusters Score -4769910 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -4769932.000000 Penalty: 3365.274414
	Iteration 34Q: 3 clusters Score -4769932 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -4769937.500000 Penalty: 3365.274414
	Iteration 35Q: 3 clusters Score -4769938 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -4769945.000000 Penalty: 3365.274414
	Iteration 36Q: 3 clusters Score -4769945 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -4769947.000000 Penalty: 3365.274414
	Iteration 37Q: 3 clusters Score -4769947 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -4769975.500000 Penalty: 3365.274414
	Iteration 38Q: 3 clusters Score -4769976 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -4769994.000000 Penalty: 3365.274414
	Iteration 39Q: 3 clusters Score -4769994 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -4769997.500000 Penalty: 3365.274414
	Iteration 40F: 3 clusters Score -4769998 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -4770017.000000 Penalty: 3365.274414
	Iteration 41Q: 3 clusters Score -4770017 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -4770037.500000 Penalty: 3365.274414
	Iteration 42Q: 3 clusters Score -4770038 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -4770055.000000 Penalty: 3365.274414
	Iteration 43Q: 3 clusters Score -4770055 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -4770063.000000 Penalty: 3365.274414
	Iteration 44Q: 3 clusters Score -4770063 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -4770100.500000 Penalty: 3365.274414
	Iteration 45Q: 3 clusters Score -4770100 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -4770100.000000 Penalty: 3365.274414
	Iteration 46Q: 3 clusters Score -4770100 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -4770112.500000 Penalty: 3365.274414
	Iteration 47Q: 3 clusters Score -4770112 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -4770133.500000 Penalty: 3365.274414
	Iteration 48Q: 3 clusters Score -4770134 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -4770150.500000 Penalty: 3365.274414
	Iteration 49Q: 3 clusters Score -4770150 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -4770183.000000 Penalty: 3365.274414
	Iteration 50Q: 3 clusters Score -4770183 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -4770182.000000 Penalty: 3365.274414
	Iteration 51Q: 3 clusters Score -4770182 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -4770205.500000 Penalty: 3365.274414
	Iteration 52Q: 3 clusters Score -4770206 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -4770244.000000 Penalty: 3365.274414
	Iteration 53Q: 3 clusters Score -4770244 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -4770278.000000 Penalty: 3365.274414
	Iteration 54Q: 3 clusters Score -4770278 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -4770267.500000 Penalty: 3365.274414
	Iteration 55Q: 3 clusters Score -4770268 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -4770316.500000 Penalty: 3365.274414
	Iteration 56Q: 3 clusters Score -4770316 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -4770345.500000 Penalty: 3365.274414
	Iteration 57Q: 3 clusters Score -4770346 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -4770392.500000 Penalty: 3365.274414
	Iteration 58Q: 3 clusters Score -4770392 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -4770419.000000 Penalty: 3365.274414
	Iteration 59Q: 3 clusters Score -4770419 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -4770437.500000 Penalty: 3365.274414
	Iteration 60F: 3 clusters Score -4770438 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -4770473.000000 Penalty: 3365.274414
	Iteration 61Q: 3 clusters Score -4770473 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -4770503.500000 Penalty: 3365.274414
	Iteration 62Q: 3 clusters Score -4770504 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -4770510.000000 Penalty: 3365.274414
	Iteration 63Q: 3 clusters Score -4770510 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -4770546.500000 Penalty: 3365.274414
	Iteration 64Q: 3 clusters Score -4770546 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -4770583.000000 Penalty: 3365.274414
	Iteration 65Q: 3 clusters Score -4770583 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -4770603.000000 Penalty: 3365.274414
	Iteration 66Q: 3 clusters Score -4770603 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -4770627.500000 Penalty: 3365.274414
	Iteration 67Q: 3 clusters Score -4770628 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -4770677.500000 Penalty: 3365.274414
	Iteration 68Q: 3 clusters Score -4770678 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -4770711.500000 Penalty: 3365.274414
	Iteration 69Q: 3 clusters Score -4770712 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -4770747.000000 Penalty: 3365.274414
	Iteration 70Q: 3 clusters Score -4770747 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -4770796.000000 Penalty: 3365.274414
	Iteration 71Q: 3 clusters Score -4770796 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -4770822.000000 Penalty: 3365.274414
	Iteration 72Q: 3 clusters Score -4770822 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -4770857.500000 Penalty: 3365.274414
	Iteration 73Q: 3 clusters Score -4770858 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -4770883.500000 Penalty: 3365.274414
	Iteration 74Q: 3 clusters Score -4770884 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -4770915.500000 Penalty: 3365.274414
	Iteration 75Q: 3 clusters Score -4770916 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -4770949.000000 Penalty: 3365.274414
	Iteration 76Q: 3 clusters Score -4770949 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -4770969.000000 Penalty: 3365.274414
	Iteration 77Q: 3 clusters Score -4770969 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -4770988.000000 Penalty: 3365.274414
	Iteration 78Q: 3 clusters Score -4770988 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -4771007.000000 Penalty: 3365.274414
	Iteration 79Q: 3 clusters Score -4771007 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -4771026.500000 Penalty: 3365.274414
	Iteration 80F: 3 clusters Score -4771026 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -4771035.500000 Penalty: 3365.274414
	Iteration 81Q: 3 clusters Score -4771036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -4771046.500000 Penalty: 3365.274414
	Iteration 82Q: 3 clusters Score -4771046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -4771062.000000 Penalty: 3365.274414
	Iteration 83Q: 3 clusters Score -4771062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -4771066.500000 Penalty: 3365.274414
	Iteration 84Q: 3 clusters Score -4771066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -4771071.500000 Penalty: 3365.274414
	Iteration 85Q: 3 clusters Score -4771072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -4771075.500000 Penalty: 3365.274414
	Iteration 86Q: 3 clusters Score -4771076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -4771076.000000 Penalty: 3365.274414
	Iteration 87Q: 3 clusters Score -4771076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -4771088.000000 Penalty: 3365.274414
	Iteration 88Q: 3 clusters Score -4771088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -4771096.000000 Penalty: 3365.274414
	Iteration 89Q: 3 clusters Score -4771096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -4771102.500000 Penalty: 3365.274414
	Iteration 90Q: 3 clusters Score -4771102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -4771099.000000 Penalty: 3365.274414
	Iteration 91Q: 3 clusters Score -4771099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -4771099.500000 Penalty: 3365.274414
	Iteration 92Q: 3 clusters Score -4771100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -4771101.500000 Penalty: 3365.274414
	Iteration 93Q: 3 clusters Score -4771102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -4771104.000000 Penalty: 3365.274414
	Iteration 94Q: 3 clusters Score -4771104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -4771111.000000 Penalty: 3365.274414
	Iteration 95Q: 3 clusters Score -4771111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -4771109.500000 Penalty: 3365.274414
	Iteration 96Q: 3 clusters Score -4771110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -4771108.500000 Penalty: 3365.274414
	Iteration 97Q: 3 clusters Score -4771108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -4771111.000000 Penalty: 3365.274414
	Iteration 98Q: 3 clusters Score -4771111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -4771124.500000 Penalty: 3365.274414
	Iteration 99Q: 3 clusters Score -4771124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -4771125.000000 Penalty: 3365.274414
	Iteration 100F: 3 clusters Score -4771125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -4771133.000000 Penalty: 3365.274414
	Iteration 101Q: 3 clusters Score -4771133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -4771129.500000 Penalty: 3365.274414
	Iteration 102Q: 3 clusters Score -4771130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -4771129.000000 Penalty: 3365.274414
	Iteration 103Q: 3 clusters Score -4771129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -4771123.500000 Penalty: 3365.274414
	Iteration 104Q: 3 clusters Score -4771124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -4771127.000000 Penalty: 3365.274414
	Iteration 105Q: 3 clusters Score -4771127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -4771125.500000 Penalty: 3365.274414
	Iteration 106Q: 3 clusters Score -4771126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -4771124.000000 Penalty: 3365.274414
	Iteration 107Q: 3 clusters Score -4771124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -4771125.500000 Penalty: 3365.274414
	Iteration 108Q: 3 clusters Score -4771126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -4771134.500000 Penalty: 3365.274414
	Iteration 109Q: 3 clusters Score -4771134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -4771134.500000 Penalty: 3365.274414
	Iteration 110F: 3 clusters Score -4771134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -181512.406250 Penalty: 1185.777344
	Iteration 0F: 2 clusters Score -181512.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -179786.578125 Penalty: 2371.554688
	Iteration 0F: 3 clusters Score -179786.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -180127.500000 Penalty: 2371.554688
	Iteration 1F: 3 clusters Score -180127.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -180218.312500 Penalty: 2371.554688
	Iteration 2F: 3 clusters Score -180218.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -180274.640625 Penalty: 2371.554688
	Iteration 3Q: 3 clusters Score -180274.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -180322.796875 Penalty: 2371.554688
	Iteration 4Q: 3 clusters Score -180322.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -180370.281250 Penalty: 2371.554688
	Iteration 5Q: 3 clusters Score -180370.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -180402.671875 Penalty: 2371.554688
	Iteration 6Q: 3 clusters Score -180402.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -180441.203125 Penalty: 2371.554688
	Iteration 7Q: 3 clusters Score -180441.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -180481.000000 Penalty: 2371.554688
	Iteration 8Q: 3 clusters Score -180481 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -180506.921875 Penalty: 2371.554688
	Iteration 9Q: 3 clusters Score -180506.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -180531.765625 Penalty: 2371.554688
	Iteration 10Q: 3 clusters Score -180531.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -180564.671875 Penalty: 2371.554688
	Iteration 11Q: 3 clusters Score -180564.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -180596.062500 Penalty: 2371.554688
	Iteration 12Q: 3 clusters Score -180596.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -180629.984375 Penalty: 2371.554688
	Iteration 13Q: 3 clusters Score -180630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -180665.453125 Penalty: 2371.554688
	Iteration 14Q: 3 clusters Score -180665.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -180705.750000 Penalty: 2371.554688
	Iteration 15Q: 3 clusters Score -180705.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -180737.890625 Penalty: 2371.554688
	Iteration 16Q: 3 clusters Score -180737.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -180765.671875 Penalty: 2371.554688
	Iteration 17Q: 3 clusters Score -180765.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -180798.187500 Penalty: 2371.554688
	Iteration 18Q: 3 clusters Score -180798.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -180827.578125 Penalty: 2371.554688
	Iteration 19Q: 3 clusters Score -180827.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -180851.156250 Penalty: 2371.554688
	Iteration 20F: 3 clusters Score -180851.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -180870.562500 Penalty: 2371.554688
	Iteration 21Q: 3 clusters Score -180870.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -180885.125000 Penalty: 2371.554688
	Iteration 22Q: 3 clusters Score -180885.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -180890.484375 Penalty: 2371.554688
	Iteration 23Q: 3 clusters Score -180890.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -180893.484375 Penalty: 2371.554688
	Iteration 24Q: 3 clusters Score -180893.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -180893.625000 Penalty: 2371.554688
	Iteration 25Q: 3 clusters Score -180893.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -180893.625000 Penalty: 2371.554688
	Iteration 26F: 3 clusters Score -180893.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -20106.158203 Penalty: 854.343018
	Iteration 0F: 2 clusters Score -20106.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19530.330078 Penalty: 1708.686035
	Iteration 0F: 3 clusters Score -19530.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19615.912109 Penalty: 1708.686035
	Iteration 1F: 3 clusters Score -19615.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -19634.015625 Penalty: 1708.686035
	Iteration 2Q: 3 clusters Score -19634.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -19640.765625 Penalty: 1708.686035
	Iteration 3Q: 3 clusters Score -19640.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -19644.255859 Penalty: 1708.686035
	Iteration 4Q: 3 clusters Score -19644.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -19645.861328 Penalty: 1708.686035
	Iteration 5Q: 3 clusters Score -19645.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -19645.861328 Penalty: 1708.686035
	Iteration 6F: 3 clusters Score -19645.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Entering Unmasked Estep 
Score: -459214.031250 Penalty: 1323.840332
	Iteration 0F: 2 clusters Score -459214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -456198.250000 Penalty: 2647.680664
	Iteration 0F: 3 clusters Score -456198.2 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -457173.437500 Penalty: 2647.680664
	Iteration 1F: 3 clusters Score -457173.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -457441.562500 Penalty: 2647.680664
	Iteration 2F: 3 clusters Score -457441.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -457608.125000 Penalty: 2647.680664
	Iteration 3F: 3 clusters Score -457608.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -457696.343750 Penalty: 2647.680664
	Iteration 4Q: 3 clusters Score -457696.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -457757.812500 Penalty: 2647.680664
	Iteration 5Q: 3 clusters Score -457757.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -457805.281250 Penalty: 2647.680664
	Iteration 6Q: 3 clusters Score -457805.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -457842.875000 Penalty: 2647.680664
	Iteration 7Q: 3 clusters Score -457842.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -457878.281250 Penalty: 2647.680664
	Iteration 8Q: 3 clusters Score -457878.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -457921.500000 Penalty: 2647.680664
	Iteration 9Q: 3 clusters Score -457921.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -457952.093750 Penalty: 2647.680664
	Iteration 10Q: 3 clusters Score -457952.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -457977.437500 Penalty: 2647.680664
	Iteration 11Q: 3 clusters Score -457977.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -458002.750000 Penalty: 2647.680664
	Iteration 12Q: 3 clusters Score -458002.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -458027.031250 Penalty: 2647.680664
	Iteration 13Q: 3 clusters Score -458027 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -458047.843750 Penalty: 2647.680664
	Iteration 14Q: 3 clusters Score -458047.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -458065.531250 Penalty: 2647.680664
	Iteration 15Q: 3 clusters Score -458065.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -458091.812500 Penalty: 2647.680664
	Iteration 16Q: 3 clusters Score -458091.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -458119.781250 Penalty: 2647.680664
	Iteration 17Q: 3 clusters Score -458119.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -458143.468750 Penalty: 2647.680664
	Iteration 18Q: 3 clusters Score -458143.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -458164.875000 Penalty: 2647.680664
	Iteration 19Q: 3 clusters Score -458164.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -458184.656250 Penalty: 2647.680664
	Iteration 20F: 3 clusters Score -458184.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -458203.281250 Penalty: 2647.680664
	Iteration 21Q: 3 clusters Score -458203.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -458223.593750 Penalty: 2647.680664
	Iteration 22Q: 3 clusters Score -458223.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -458236.312500 Penalty: 2647.680664
	Iteration 23Q: 3 clusters Score -458236.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -458241.093750 Penalty: 2647.680664
	Iteration 24Q: 3 clusters Score -458241.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -458244.843750 Penalty: 2647.680664
	Iteration 25Q: 3 clusters Score -458244.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -458247.656250 Penalty: 2647.680664
	Iteration 26Q: 3 clusters Score -458247.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -458250.875000 Penalty: 2647.680664
	Iteration 27Q: 3 clusters Score -458250.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -458254.156250 Penalty: 2647.680664
	Iteration 28Q: 3 clusters Score -458254.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -458259.125000 Penalty: 2647.680664
	Iteration 29Q: 3 clusters Score -458259.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -458263.125000 Penalty: 2647.680664
	Iteration 30Q: 3 clusters Score -458263.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -458265.718750 Penalty: 2647.680664
	Iteration 31Q: 3 clusters Score -458265.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -458272.718750 Penalty: 2647.680664
	Iteration 32Q: 3 clusters Score -458272.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -458278.750000 Penalty: 2647.680664
	Iteration 33Q: 3 clusters Score -458278.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -458284.562500 Penalty: 2647.680664
	Iteration 34Q: 3 clusters Score -458284.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -458287.968750 Penalty: 2647.680664
	Iteration 35Q: 3 clusters Score -458288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -458292.656250 Penalty: 2647.680664
	Iteration 36Q: 3 clusters Score -458292.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -458296.000000 Penalty: 2647.680664
	Iteration 37Q: 3 clusters Score -458296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -458300.406250 Penalty: 2647.680664
	Iteration 38Q: 3 clusters Score -458300.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -458302.031250 Penalty: 2647.680664
	Iteration 39Q: 3 clusters Score -458302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -458306.687500 Penalty: 2647.680664
	Iteration 40F: 3 clusters Score -458306.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -458310.562500 Penalty: 2647.680664
	Iteration 41Q: 3 clusters Score -458310.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -458317.312500 Penalty: 2647.680664
	Iteration 42Q: 3 clusters Score -458317.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -458322.937500 Penalty: 2647.680664
	Iteration 43Q: 3 clusters Score -458322.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -458330.187500 Penalty: 2647.680664
	Iteration 44Q: 3 clusters Score -458330.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -458337.937500 Penalty: 2647.680664
	Iteration 45Q: 3 clusters Score -458337.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -458342.906250 Penalty: 2647.680664
	Iteration 46Q: 3 clusters Score -458342.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -458349.437500 Penalty: 2647.680664
	Iteration 47Q: 3 clusters Score -458349.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -458353.968750 Penalty: 2647.680664
	Iteration 48Q: 3 clusters Score -458354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -458361.187500 Penalty: 2647.680664
	Iteration 49Q: 3 clusters Score -458361.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -458369.687500 Penalty: 2647.680664
	Iteration 50Q: 3 clusters Score -458369.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -458376.156250 Penalty: 2647.680664
	Iteration 51Q: 3 clusters Score -458376.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -458387.437500 Penalty: 2647.680664
	Iteration 52Q: 3 clusters Score -458387.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -458393.593750 Penalty: 2647.680664
	Iteration 53Q: 3 clusters Score -458393.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -458396.812500 Penalty: 2647.680664
	Iteration 54Q: 3 clusters Score -458396.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -458405.250000 Penalty: 2647.680664
	Iteration 55Q: 3 clusters Score -458405.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -458411.718750 Penalty: 2647.680664
	Iteration 56Q: 3 clusters Score -458411.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -458417.343750 Penalty: 2647.680664
	Iteration 57Q: 3 clusters Score -458417.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -458423.843750 Penalty: 2647.680664
	Iteration 58Q: 3 clusters Score -458423.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -458429.812500 Penalty: 2647.680664
	Iteration 59Q: 3 clusters Score -458429.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -458436.750000 Penalty: 2647.680664
	Iteration 60F: 3 clusters Score -458436.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -458441.500000 Penalty: 2647.680664
	Iteration 61Q: 3 clusters Score -458441.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -458448.031250 Penalty: 2647.680664
	Iteration 62Q: 3 clusters Score -458448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -458454.968750 Penalty: 2647.680664
	Iteration 63Q: 3 clusters Score -458455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -458460.062500 Penalty: 2647.680664
	Iteration 64Q: 3 clusters Score -458460.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -458464.781250 Penalty: 2647.680664
	Iteration 65Q: 3 clusters Score -458464.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -458468.187500 Penalty: 2647.680664
	Iteration 66Q: 3 clusters Score -458468.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -458471.781250 Penalty: 2647.680664
	Iteration 67Q: 3 clusters Score -458471.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -458472.781250 Penalty: 2647.680664
	Iteration 68Q: 3 clusters Score -458472.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -458475.968750 Penalty: 2647.680664
	Iteration 69Q: 3 clusters Score -458476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -458479.906250 Penalty: 2647.680664
	Iteration 70Q: 3 clusters Score -458479.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -458483.656250 Penalty: 2647.680664
	Iteration 71Q: 3 clusters Score -458483.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -458492.093750 Penalty: 2647.680664
	Iteration 72Q: 3 clusters Score -458492.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -458500.625000 Penalty: 2647.680664
	Iteration 73Q: 3 clusters Score -458500.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -458506.968750 Penalty: 2647.680664
	Iteration 74Q: 3 clusters Score -458507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -458514.406250 Penalty: 2647.680664
	Iteration 75Q: 3 clusters Score -458514.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -458522.750000 Penalty: 2647.680664
	Iteration 76Q: 3 clusters Score -458522.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -458528.968750 Penalty: 2647.680664
	Iteration 77Q: 3 clusters Score -458529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -458534.968750 Penalty: 2647.680664
	Iteration 78Q: 3 clusters Score -458535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -458545.906250 Penalty: 2647.680664
	Iteration 79Q: 3 clusters Score -458545.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -458550.093750 Penalty: 2647.680664
	Iteration 80F: 3 clusters Score -458550.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -458554.156250 Penalty: 2647.680664
	Iteration 81Q: 3 clusters Score -458554.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -458557.500000 Penalty: 2647.680664
	Iteration 82Q: 3 clusters Score -458557.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -458561.406250 Penalty: 2647.680664
	Iteration 83Q: 3 clusters Score -458561.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -458568.750000 Penalty: 2647.680664
	Iteration 84Q: 3 clusters Score -458568.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -458576.343750 Penalty: 2647.680664
	Iteration 85Q: 3 clusters Score -458576.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -458582.343750 Penalty: 2647.680664
	Iteration 86Q: 3 clusters Score -458582.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -458586.968750 Penalty: 2647.680664
	Iteration 87Q: 3 clusters Score -458587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -458594.625000 Penalty: 2647.680664
	Iteration 88Q: 3 clusters Score -458594.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -458601.656250 Penalty: 2647.680664
	Iteration 89Q: 3 clusters Score -458601.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -458606.687500 Penalty: 2647.680664
	Iteration 90Q: 3 clusters Score -458606.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -458612.156250 Penalty: 2647.680664
	Iteration 91Q: 3 clusters Score -458612.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -458617.750000 Penalty: 2647.680664
	Iteration 92Q: 3 clusters Score -458617.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -458622.718750 Penalty: 2647.680664
	Iteration 93Q: 3 clusters Score -458622.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -458630.312500 Penalty: 2647.680664
	Iteration 94Q: 3 clusters Score -458630.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -458636.406250 Penalty: 2647.680664
	Iteration 95Q: 3 clusters Score -458636.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -458643.812500 Penalty: 2647.680664
	Iteration 96Q: 3 clusters Score -458643.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -458650.968750 Penalty: 2647.680664
	Iteration 97Q: 3 clusters Score -458651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -458654.000000 Penalty: 2647.680664
	Iteration 98Q: 3 clusters Score -458654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -458659.000000 Penalty: 2647.680664
	Iteration 99Q: 3 clusters Score -458659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -458661.500000 Penalty: 2647.680664
	Iteration 100F: 3 clusters Score -458661.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -458663.593750 Penalty: 2647.680664
	Iteration 101Q: 3 clusters Score -458663.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -458666.406250 Penalty: 2647.680664
	Iteration 102Q: 3 clusters Score -458666.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -458668.437500 Penalty: 2647.680664
	Iteration 103Q: 3 clusters Score -458668.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -458670.343750 Penalty: 2647.680664
	Iteration 104Q: 3 clusters Score -458670.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -458670.500000 Penalty: 2647.680664
	Iteration 105Q: 3 clusters Score -458670.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -458670.468750 Penalty: 2647.680664
	Iteration 106Q: 3 clusters Score -458670.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -458670.906250 Penalty: 2647.680664
	Iteration 107Q: 3 clusters Score -458670.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -458671.750000 Penalty: 2647.680664
	Iteration 108Q: 3 clusters Score -458671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -458673.312500 Penalty: 2647.680664
	Iteration 109Q: 3 clusters Score -458673.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -458673.750000 Penalty: 2647.680664
	Iteration 110Q: 3 clusters Score -458673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -458674.000000 Penalty: 2647.680664
	Iteration 111Q: 3 clusters Score -458674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -458674.343750 Penalty: 2647.680664
	Iteration 112Q: 3 clusters Score -458674.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -458674.343750 Penalty: 2647.680664
	Iteration 113F: 3 clusters Score -458674.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Entering Unmasked Estep 
Score: -486621.312500 Penalty: 1324.357300
	Iteration 0F: 2 clusters Score -486621.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -483663.718750 Penalty: 2648.714600
	Iteration 0F: 3 clusters Score -483663.7 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -484464.562500 Penalty: 2648.714600
	Iteration 1F: 3 clusters Score -484464.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -484631.531250 Penalty: 2648.714600
	Iteration 2F: 3 clusters Score -484631.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -484724.968750 Penalty: 2648.714600
	Iteration 3F: 3 clusters Score -484725 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -484789.375000 Penalty: 2648.714600
	Iteration 4Q: 3 clusters Score -484789.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -484837.406250 Penalty: 2648.714600
	Iteration 5Q: 3 clusters Score -484837.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -484884.906250 Penalty: 2648.714600
	Iteration 6Q: 3 clusters Score -484884.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -484925.718750 Penalty: 2648.714600
	Iteration 7Q: 3 clusters Score -484925.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -484971.843750 Penalty: 2648.714600
	Iteration 8Q: 3 clusters Score -484971.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -485027.125000 Penalty: 2648.714600
	Iteration 9Q: 3 clusters Score -485027.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -485086.093750 Penalty: 2648.714600
	Iteration 10Q: 3 clusters Score -485086.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -485159.812500 Penalty: 2648.714600
	Iteration 11Q: 3 clusters Score -485159.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -485242.000000 Penalty: 2648.714600
	Iteration 12Q: 3 clusters Score -485242 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -485307.437500 Penalty: 2648.714600
	Iteration 13Q: 3 clusters Score -485307.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -485370.437500 Penalty: 2648.714600
	Iteration 14Q: 3 clusters Score -485370.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -485447.406250 Penalty: 2648.714600
	Iteration 15Q: 3 clusters Score -485447.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -485509.687500 Penalty: 2648.714600
	Iteration 16Q: 3 clusters Score -485509.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -485569.937500 Penalty: 2648.714600
	Iteration 17Q: 3 clusters Score -485569.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -485616.187500 Penalty: 2648.714600
	Iteration 18Q: 3 clusters Score -485616.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -485649.343750 Penalty: 2648.714600
	Iteration 19Q: 3 clusters Score -485649.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -485678.906250 Penalty: 2648.714600
	Iteration 20F: 3 clusters Score -485678.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -485708.718750 Penalty: 2648.714600
	Iteration 21Q: 3 clusters Score -485708.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -485727.875000 Penalty: 2648.714600
	Iteration 22Q: 3 clusters Score -485727.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -485740.937500 Penalty: 2648.714600
	Iteration 23Q: 3 clusters Score -485740.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -485747.031250 Penalty: 2648.714600
	Iteration 24Q: 3 clusters Score -485747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -485749.125000 Penalty: 2648.714600
	Iteration 25Q: 3 clusters Score -485749.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -485751.468750 Penalty: 2648.714600
	Iteration 26Q: 3 clusters Score -485751.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -485752.375000 Penalty: 2648.714600
	Iteration 27Q: 3 clusters Score -485752.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -485757.062500 Penalty: 2648.714600
	Iteration 28Q: 3 clusters Score -485757.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -485760.531250 Penalty: 2648.714600
	Iteration 29Q: 3 clusters Score -485760.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -485763.718750 Penalty: 2648.714600
	Iteration 30Q: 3 clusters Score -485763.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -485766.375000 Penalty: 2648.714600
	Iteration 31Q: 3 clusters Score -485766.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -485767.062500 Penalty: 2648.714600
	Iteration 32Q: 3 clusters Score -485767.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -485768.281250 Penalty: 2648.714600
	Iteration 33Q: 3 clusters Score -485768.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -485768.718750 Penalty: 2648.714600
	Iteration 34Q: 3 clusters Score -485768.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -485768.718750 Penalty: 2648.714600
	Iteration 35F: 3 clusters Score -485768.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (24910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Entering Unmasked Estep 
Score: -3806809.000000 Penalty: 1644.991577
	Iteration 0F: 2 clusters Score -3806809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -3792013.500000 Penalty: 3289.983154
	Iteration 0F: 3 clusters Score -3792014 nChanged 11353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -3798319.750000 Penalty: 3289.983154
	Iteration 1F: 3 clusters Score -3798320 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -3798706.000000 Penalty: 3289.983154
	Iteration 2Q: 3 clusters Score -3798706 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3799055.250000 Penalty: 3289.983154
	Iteration 3Q: 3 clusters Score -3799055 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3799459.750000 Penalty: 3289.983154
	Iteration 4Q: 3 clusters Score -3799460 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3799972.000000 Penalty: 3289.983154
	Iteration 5Q: 3 clusters Score -3799972 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -3800571.750000 Penalty: 3289.983154
	Iteration 6Q: 3 clusters Score -3800572 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -3801284.000000 Penalty: 3289.983154
	Iteration 7Q: 3 clusters Score -3801284 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -3801948.750000 Penalty: 3289.983154
	Iteration 8Q: 3 clusters Score -3801949 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3802604.500000 Penalty: 3289.983154
	Iteration 9Q: 3 clusters Score -3802604 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -3803232.000000 Penalty: 3289.983154
	Iteration 10Q: 3 clusters Score -3803232 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -3803771.750000 Penalty: 3289.983154
	Iteration 11Q: 3 clusters Score -3803772 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -3804228.000000 Penalty: 3289.983154
	Iteration 12Q: 3 clusters Score -3804228 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -3804554.500000 Penalty: 3289.983154
	Iteration 13Q: 3 clusters Score -3804554 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3804766.750000 Penalty: 3289.983154
	Iteration 14Q: 3 clusters Score -3804767 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -3804948.250000 Penalty: 3289.983154
	Iteration 15Q: 3 clusters Score -3804948 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -3805089.000000 Penalty: 3289.983154
	Iteration 16Q: 3 clusters Score -3805089 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -3805158.500000 Penalty: 3289.983154
	Iteration 17Q: 3 clusters Score -3805158 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -3805242.750000 Penalty: 3289.983154
	Iteration 18Q: 3 clusters Score -3805243 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -3805298.000000 Penalty: 3289.983154
	Iteration 19Q: 3 clusters Score -3805298 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3805337.500000 Penalty: 3289.983154
	Iteration 20F: 3 clusters Score -3805338 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3805372.250000 Penalty: 3289.983154
	Iteration 21Q: 3 clusters Score -3805372 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -3805403.000000 Penalty: 3289.983154
	Iteration 22Q: 3 clusters Score -3805403 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -3805428.500000 Penalty: 3289.983154
	Iteration 23Q: 3 clusters Score -3805428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -3805446.750000 Penalty: 3289.983154
	Iteration 24Q: 3 clusters Score -3805447 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3805463.500000 Penalty: 3289.983154
	Iteration 25Q: 3 clusters Score -3805464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -3805469.000000 Penalty: 3289.983154
	Iteration 26Q: 3 clusters Score -3805469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -3805477.750000 Penalty: 3289.983154
	Iteration 27Q: 3 clusters Score -3805478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3805485.250000 Penalty: 3289.983154
	Iteration 28Q: 3 clusters Score -3805485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -3805495.000000 Penalty: 3289.983154
	Iteration 29Q: 3 clusters Score -3805495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3805515.250000 Penalty: 3289.983154
	Iteration 30Q: 3 clusters Score -3805515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -3805521.750000 Penalty: 3289.983154
	Iteration 31Q: 3 clusters Score -3805522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3805527.500000 Penalty: 3289.983154
	Iteration 32Q: 3 clusters Score -3805528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -3805542.000000 Penalty: 3289.983154
	Iteration 33Q: 3 clusters Score -3805542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -3805535.250000 Penalty: 3289.983154
	Iteration 34Q: 3 clusters Score -3805535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3805537.500000 Penalty: 3289.983154
	Iteration 35Q: 3 clusters Score -3805538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -3805539.500000 Penalty: 3289.983154
	Iteration 36Q: 3 clusters Score -3805540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3805541.000000 Penalty: 3289.983154
	Iteration 37Q: 3 clusters Score -3805541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -3805539.750000 Penalty: 3289.983154
	Iteration 38Q: 3 clusters Score -3805540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -3805545.750000 Penalty: 3289.983154
	Iteration 39Q: 3 clusters Score -3805546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3805546.750000 Penalty: 3289.983154
	Iteration 40F: 3 clusters Score -3805547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3805552.250000 Penalty: 3289.983154
	Iteration 41Q: 3 clusters Score -3805552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -3805550.500000 Penalty: 3289.983154
	Iteration 42Q: 3 clusters Score -3805550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -3805550.000000 Penalty: 3289.983154
	Iteration 43Q: 3 clusters Score -3805550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3805554.000000 Penalty: 3289.983154
	Iteration 44Q: 3 clusters Score -3805554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -3805550.000000 Penalty: 3289.983154
	Iteration 45Q: 3 clusters Score -3805550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -3805550.000000 Penalty: 3289.983154
	Iteration 46F: 3 clusters Score -3805550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (16407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Entering Unmasked Estep 
Score: -2428438.750000 Penalty: 1577.137817
	Iteration 0F: 2 clusters Score -2428439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2417305.750000 Penalty: 3154.275635
	Iteration 0F: 3 clusters Score -2417306 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2421384.500000 Penalty: 3154.275635
	Iteration 1F: 3 clusters Score -2421384 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2421891.750000 Penalty: 3154.275635
	Iteration 2F: 3 clusters Score -2421892 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2422413.000000 Penalty: 3154.275635
	Iteration 3F: 3 clusters Score -2422413 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2422945.000000 Penalty: 3154.275635
	Iteration 4F: 3 clusters Score -2422945 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2423473.500000 Penalty: 3154.275635
	Iteration 5F: 3 clusters Score -2423474 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2424011.250000 Penalty: 3154.275635
	Iteration 6F: 3 clusters Score -2424011 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2424508.250000 Penalty: 3154.275635
	Iteration 7F: 3 clusters Score -2424508 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2424948.750000 Penalty: 3154.275635
	Iteration 8F: 3 clusters Score -2424949 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2425315.500000 Penalty: 3154.275635
	Iteration 9Q: 3 clusters Score -2425316 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2425611.000000 Penalty: 3154.275635
	Iteration 10Q: 3 clusters Score -2425611 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2425831.000000 Penalty: 3154.275635
	Iteration 11Q: 3 clusters Score -2425831 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2425995.750000 Penalty: 3154.275635
	Iteration 12Q: 3 clusters Score -2425996 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2426123.500000 Penalty: 3154.275635
	Iteration 13Q: 3 clusters Score -2426124 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -2426237.000000 Penalty: 3154.275635
	Iteration 14Q: 3 clusters Score -2426237 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2426353.750000 Penalty: 3154.275635
	Iteration 15Q: 3 clusters Score -2426354 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2426440.750000 Penalty: 3154.275635
	Iteration 16Q: 3 clusters Score -2426441 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2426539.500000 Penalty: 3154.275635
	Iteration 17Q: 3 clusters Score -2426540 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2426644.250000 Penalty: 3154.275635
	Iteration 18Q: 3 clusters Score -2426644 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2426716.500000 Penalty: 3154.275635
	Iteration 19Q: 3 clusters Score -2426716 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2426790.500000 Penalty: 3154.275635
	Iteration 20F: 3 clusters Score -2426790 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2426842.250000 Penalty: 3154.275635
	Iteration 21Q: 3 clusters Score -2426842 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2426898.000000 Penalty: 3154.275635
	Iteration 22Q: 3 clusters Score -2426898 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2426942.500000 Penalty: 3154.275635
	Iteration 23Q: 3 clusters Score -2426942 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2426974.000000 Penalty: 3154.275635
	Iteration 24Q: 3 clusters Score -2426974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2426998.000000 Penalty: 3154.275635
	Iteration 25Q: 3 clusters Score -2426998 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2427015.250000 Penalty: 3154.275635
	Iteration 26Q: 3 clusters Score -2427015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2427027.000000 Penalty: 3154.275635
	Iteration 27Q: 3 clusters Score -2427027 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2427034.000000 Penalty: 3154.275635
	Iteration 28Q: 3 clusters Score -2427034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2427044.250000 Penalty: 3154.275635
	Iteration 29Q: 3 clusters Score -2427044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2427057.500000 Penalty: 3154.275635
	Iteration 30Q: 3 clusters Score -2427058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2427069.500000 Penalty: 3154.275635
	Iteration 31Q: 3 clusters Score -2427070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2427072.500000 Penalty: 3154.275635
	Iteration 32Q: 3 clusters Score -2427072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2427077.000000 Penalty: 3154.275635
	Iteration 33Q: 3 clusters Score -2427077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2427086.500000 Penalty: 3154.275635
	Iteration 34Q: 3 clusters Score -2427086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2427086.500000 Penalty: 3154.275635
	Iteration 35Q: 3 clusters Score -2427086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2427089.000000 Penalty: 3154.275635
	Iteration 36Q: 3 clusters Score -2427089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2427085.500000 Penalty: 3154.275635
	Iteration 37Q: 3 clusters Score -2427086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2427093.250000 Penalty: 3154.275635
	Iteration 38Q: 3 clusters Score -2427093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2427091.250000 Penalty: 3154.275635
	Iteration 39Q: 3 clusters Score -2427091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2427093.250000 Penalty: 3154.275635
	Iteration 40F: 3 clusters Score -2427093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2427101.000000 Penalty: 3154.275635
	Iteration 41Q: 3 clusters Score -2427101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2427098.750000 Penalty: 3154.275635
	Iteration 42Q: 3 clusters Score -2427099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2427102.000000 Penalty: 3154.275635
	Iteration 43Q: 3 clusters Score -2427102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2427103.750000 Penalty: 3154.275635
	Iteration 44Q: 3 clusters Score -2427104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2427100.750000 Penalty: 3154.275635
	Iteration 45Q: 3 clusters Score -2427101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2427101.500000 Penalty: 3154.275635
	Iteration 46Q: 3 clusters Score -2427102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2427105.500000 Penalty: 3154.275635
	Iteration 47Q: 3 clusters Score -2427106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2427105.500000 Penalty: 3154.275635
	Iteration 48Q: 3 clusters Score -2427106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2427105.250000 Penalty: 3154.275635
	Iteration 49Q: 3 clusters Score -2427105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2427106.000000 Penalty: 3154.275635
	Iteration 50Q: 3 clusters Score -2427106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2427110.500000 Penalty: 3154.275635
	Iteration 51Q: 3 clusters Score -2427110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2427114.750000 Penalty: 3154.275635
	Iteration 52Q: 3 clusters Score -2427115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2427119.500000 Penalty: 3154.275635
	Iteration 53Q: 3 clusters Score -2427120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2427120.500000 Penalty: 3154.275635
	Iteration 54Q: 3 clusters Score -2427120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2427124.000000 Penalty: 3154.275635
	Iteration 55Q: 3 clusters Score -2427124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2427124.500000 Penalty: 3154.275635
	Iteration 56Q: 3 clusters Score -2427124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2427126.250000 Penalty: 3154.275635
	Iteration 57Q: 3 clusters Score -2427126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2427126.000000 Penalty: 3154.275635
	Iteration 58Q: 3 clusters Score -2427126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2427123.750000 Penalty: 3154.275635
	Iteration 59Q: 3 clusters Score -2427124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2427122.250000 Penalty: 3154.275635
	Iteration 60F: 3 clusters Score -2427122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2427123.000000 Penalty: 3154.275635
	Iteration 61Q: 3 clusters Score -2427123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2427122.750000 Penalty: 3154.275635
	Iteration 62Q: 3 clusters Score -2427123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2427123.250000 Penalty: 3154.275635
	Iteration 63Q: 3 clusters Score -2427123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2427125.750000 Penalty: 3154.275635
	Iteration 64Q: 3 clusters Score -2427126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2427128.000000 Penalty: 3154.275635
	Iteration 65Q: 3 clusters Score -2427128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2427130.000000 Penalty: 3154.275635
	Iteration 66Q: 3 clusters Score -2427130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2427131.500000 Penalty: 3154.275635
	Iteration 67Q: 3 clusters Score -2427132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2427131.500000 Penalty: 3154.275635
	Iteration 68F: 3 clusters Score -2427132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Entering Unmasked Estep 
Score: -2035781.875000 Penalty: 1544.554199
	Iteration 0F: 2 clusters Score -2035782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2026504.125000 Penalty: 3089.108398
	Iteration 0F: 3 clusters Score -2026504 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2029800.750000 Penalty: 3089.108398
	Iteration 1F: 3 clusters Score -2029801 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2030053.000000 Penalty: 3089.108398
	Iteration 2F: 3 clusters Score -2030053 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2030257.500000 Penalty: 3089.108398
	Iteration 3Q: 3 clusters Score -2030258 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2030463.625000 Penalty: 3089.108398
	Iteration 4Q: 3 clusters Score -2030464 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2030645.000000 Penalty: 3089.108398
	Iteration 5Q: 3 clusters Score -2030645 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2030855.500000 Penalty: 3089.108398
	Iteration 6Q: 3 clusters Score -2030856 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2031067.875000 Penalty: 3089.108398
	Iteration 7Q: 3 clusters Score -2031068 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2031333.625000 Penalty: 3089.108398
	Iteration 8Q: 3 clusters Score -2031334 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2031620.500000 Penalty: 3089.108398
	Iteration 9Q: 3 clusters Score -2031620 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2031910.750000 Penalty: 3089.108398
	Iteration 10Q: 3 clusters Score -2031911 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2032227.000000 Penalty: 3089.108398
	Iteration 11Q: 3 clusters Score -2032227 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2032530.750000 Penalty: 3089.108398
	Iteration 12Q: 3 clusters Score -2032531 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2032835.750000 Penalty: 3089.108398
	Iteration 13Q: 3 clusters Score -2032836 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2033110.625000 Penalty: 3089.108398
	Iteration 14Q: 3 clusters Score -2033111 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2033338.000000 Penalty: 3089.108398
	Iteration 15Q: 3 clusters Score -2033338 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2033539.500000 Penalty: 3089.108398
	Iteration 16Q: 3 clusters Score -2033540 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2033737.750000 Penalty: 3089.108398
	Iteration 17Q: 3 clusters Score -2033738 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2033914.500000 Penalty: 3089.108398
	Iteration 18Q: 3 clusters Score -2033914 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2034074.500000 Penalty: 3089.108398
	Iteration 19Q: 3 clusters Score -2034074 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2034228.750000 Penalty: 3089.108398
	Iteration 20F: 3 clusters Score -2034229 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2034364.750000 Penalty: 3089.108398
	Iteration 21Q: 3 clusters Score -2034365 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2034469.500000 Penalty: 3089.108398
	Iteration 22Q: 3 clusters Score -2034470 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2034543.250000 Penalty: 3089.108398
	Iteration 23Q: 3 clusters Score -2034543 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2034604.500000 Penalty: 3089.108398
	Iteration 24Q: 3 clusters Score -2034604 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2034651.125000 Penalty: 3089.108398
	Iteration 25Q: 3 clusters Score -2034651 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2034682.000000 Penalty: 3089.108398
	Iteration 26Q: 3 clusters Score -2034682 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2034709.750000 Penalty: 3089.108398
	Iteration 27Q: 3 clusters Score -2034710 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2034730.625000 Penalty: 3089.108398
	Iteration 28Q: 3 clusters Score -2034731 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2034751.875000 Penalty: 3089.108398
	Iteration 29Q: 3 clusters Score -2034752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2034766.500000 Penalty: 3089.108398
	Iteration 30Q: 3 clusters Score -2034766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2034778.125000 Penalty: 3089.108398
	Iteration 31Q: 3 clusters Score -2034778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2034779.375000 Penalty: 3089.108398
	Iteration 32Q: 3 clusters Score -2034779 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2034786.625000 Penalty: 3089.108398
	Iteration 33Q: 3 clusters Score -2034787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2034793.500000 Penalty: 3089.108398
	Iteration 34Q: 3 clusters Score -2034794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2034803.000000 Penalty: 3089.108398
	Iteration 35Q: 3 clusters Score -2034803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2034804.125000 Penalty: 3089.108398
	Iteration 36Q: 3 clusters Score -2034804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2034800.500000 Penalty: 3089.108398
	Iteration 37Q: 3 clusters Score -2034800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2034801.875000 Penalty: 3089.108398
	Iteration 38Q: 3 clusters Score -2034802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2034802.625000 Penalty: 3089.108398
	Iteration 39Q: 3 clusters Score -2034803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2034803.250000 Penalty: 3089.108398
	Iteration 40F: 3 clusters Score -2034803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2034808.500000 Penalty: 3089.108398
	Iteration 41Q: 3 clusters Score -2034808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2034809.375000 Penalty: 3089.108398
	Iteration 42Q: 3 clusters Score -2034809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2034811.875000 Penalty: 3089.108398
	Iteration 43Q: 3 clusters Score -2034812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2034818.000000 Penalty: 3089.108398
	Iteration 44Q: 3 clusters Score -2034818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2034822.250000 Penalty: 3089.108398
	Iteration 45Q: 3 clusters Score -2034822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2034822.750000 Penalty: 3089.108398
	Iteration 46Q: 3 clusters Score -2034823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2034820.750000 Penalty: 3089.108398
	Iteration 47Q: 3 clusters Score -2034821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2034824.750000 Penalty: 3089.108398
	Iteration 48Q: 3 clusters Score -2034825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2034823.875000 Penalty: 3089.108398
	Iteration 49Q: 3 clusters Score -2034824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2034820.000000 Penalty: 3089.108398
	Iteration 50Q: 3 clusters Score -2034820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2034824.625000 Penalty: 3089.108398
	Iteration 51Q: 3 clusters Score -2034825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2034825.000000 Penalty: 3089.108398
	Iteration 52Q: 3 clusters Score -2034825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2034826.875000 Penalty: 3089.108398
	Iteration 53Q: 3 clusters Score -2034827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2034828.750000 Penalty: 3089.108398
	Iteration 54Q: 3 clusters Score -2034829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2034833.250000 Penalty: 3089.108398
	Iteration 55Q: 3 clusters Score -2034833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2034837.750000 Penalty: 3089.108398
	Iteration 56Q: 3 clusters Score -2034838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2034839.375000 Penalty: 3089.108398
	Iteration 57Q: 3 clusters Score -2034839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2034839.125000 Penalty: 3089.108398
	Iteration 58Q: 3 clusters Score -2034839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2034837.750000 Penalty: 3089.108398
	Iteration 59Q: 3 clusters Score -2034838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2034839.750000 Penalty: 3089.108398
	Iteration 60F: 3 clusters Score -2034840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2034844.000000 Penalty: 3089.108398
	Iteration 61Q: 3 clusters Score -2034844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2034846.125000 Penalty: 3089.108398
	Iteration 62Q: 3 clusters Score -2034846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2034848.250000 Penalty: 3089.108398
	Iteration 63Q: 3 clusters Score -2034848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2034851.250000 Penalty: 3089.108398
	Iteration 64Q: 3 clusters Score -2034851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2034849.625000 Penalty: 3089.108398
	Iteration 65Q: 3 clusters Score -2034850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2034850.875000 Penalty: 3089.108398
	Iteration 66Q: 3 clusters Score -2034851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2034850.500000 Penalty: 3089.108398
	Iteration 67Q: 3 clusters Score -2034850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2034853.500000 Penalty: 3089.108398
	Iteration 68Q: 3 clusters Score -2034854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2034855.750000 Penalty: 3089.108398
	Iteration 69Q: 3 clusters Score -2034856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2034854.000000 Penalty: 3089.108398
	Iteration 70Q: 3 clusters Score -2034854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2034857.750000 Penalty: 3089.108398
	Iteration 71Q: 3 clusters Score -2034858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2034859.000000 Penalty: 3089.108398
	Iteration 72Q: 3 clusters Score -2034859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2034856.250000 Penalty: 3089.108398
	Iteration 73Q: 3 clusters Score -2034856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2034854.625000 Penalty: 3089.108398
	Iteration 74Q: 3 clusters Score -2034855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2034854.125000 Penalty: 3089.108398
	Iteration 75Q: 3 clusters Score -2034854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2034855.625000 Penalty: 3089.108398
	Iteration 76Q: 3 clusters Score -2034856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2034859.625000 Penalty: 3089.108398
	Iteration 77Q: 3 clusters Score -2034860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2034859.250000 Penalty: 3089.108398
	Iteration 78Q: 3 clusters Score -2034859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2034859.375000 Penalty: 3089.108398
	Iteration 79Q: 3 clusters Score -2034859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2034860.000000 Penalty: 3089.108398
	Iteration 80F: 3 clusters Score -2034860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2034859.750000 Penalty: 3089.108398
	Iteration 81Q: 3 clusters Score -2034860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2034859.750000 Penalty: 3089.108398
	Iteration 82F: 3 clusters Score -2034860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Entering Unmasked Estep 
Score: -607567.812500 Penalty: 1347.416992
	Iteration 0F: 2 clusters Score -607567.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -604191.375000 Penalty: 2694.833984
	Iteration 0F: 3 clusters Score -604191.4 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -605062.250000 Penalty: 2694.833984
	Iteration 1F: 3 clusters Score -605062.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -605270.062500 Penalty: 2694.833984
	Iteration 2F: 3 clusters Score -605270.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -605391.500000 Penalty: 2694.833984
	Iteration 3F: 3 clusters Score -605391.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -605470.875000 Penalty: 2694.833984
	Iteration 4Q: 3 clusters Score -605470.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -605525.875000 Penalty: 2694.833984
	Iteration 5Q: 3 clusters Score -605525.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -605569.187500 Penalty: 2694.833984
	Iteration 6Q: 3 clusters Score -605569.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -605619.062500 Penalty: 2694.833984
	Iteration 7Q: 3 clusters Score -605619.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -605671.250000 Penalty: 2694.833984
	Iteration 8Q: 3 clusters Score -605671.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -605719.562500 Penalty: 2694.833984
	Iteration 9Q: 3 clusters Score -605719.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -605756.687500 Penalty: 2694.833984
	Iteration 10Q: 3 clusters Score -605756.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -605787.562500 Penalty: 2694.833984
	Iteration 11Q: 3 clusters Score -605787.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -605814.250000 Penalty: 2694.833984
	Iteration 12Q: 3 clusters Score -605814.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -605838.437500 Penalty: 2694.833984
	Iteration 13Q: 3 clusters Score -605838.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -605865.125000 Penalty: 2694.833984
	Iteration 14Q: 3 clusters Score -605865.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -605895.750000 Penalty: 2694.833984
	Iteration 15Q: 3 clusters Score -605895.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -605924.687500 Penalty: 2694.833984
	Iteration 16Q: 3 clusters Score -605924.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -605949.875000 Penalty: 2694.833984
	Iteration 17Q: 3 clusters Score -605949.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -605968.187500 Penalty: 2694.833984
	Iteration 18Q: 3 clusters Score -605968.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -605983.187500 Penalty: 2694.833984
	Iteration 19Q: 3 clusters Score -605983.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -605997.812500 Penalty: 2694.833984
	Iteration 20F: 3 clusters Score -605997.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -606021.437500 Penalty: 2694.833984
	Iteration 21Q: 3 clusters Score -606021.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -606040.500000 Penalty: 2694.833984
	Iteration 22Q: 3 clusters Score -606040.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -606061.750000 Penalty: 2694.833984
	Iteration 23Q: 3 clusters Score -606061.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -606078.937500 Penalty: 2694.833984
	Iteration 24Q: 3 clusters Score -606078.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -606092.312500 Penalty: 2694.833984
	Iteration 25Q: 3 clusters Score -606092.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -606102.437500 Penalty: 2694.833984
	Iteration 26Q: 3 clusters Score -606102.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -606109.937500 Penalty: 2694.833984
	Iteration 27Q: 3 clusters Score -606109.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -606124.562500 Penalty: 2694.833984
	Iteration 28Q: 3 clusters Score -606124.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -606132.687500 Penalty: 2694.833984
	Iteration 29Q: 3 clusters Score -606132.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -606142.437500 Penalty: 2694.833984
	Iteration 30Q: 3 clusters Score -606142.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -606151.062500 Penalty: 2694.833984
	Iteration 31Q: 3 clusters Score -606151.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -606160.812500 Penalty: 2694.833984
	Iteration 32Q: 3 clusters Score -606160.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -606172.250000 Penalty: 2694.833984
	Iteration 33Q: 3 clusters Score -606172.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -606181.437500 Penalty: 2694.833984
	Iteration 34Q: 3 clusters Score -606181.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -606190.375000 Penalty: 2694.833984
	Iteration 35Q: 3 clusters Score -606190.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -606198.562500 Penalty: 2694.833984
	Iteration 36Q: 3 clusters Score -606198.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -606208.687500 Penalty: 2694.833984
	Iteration 37Q: 3 clusters Score -606208.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -606220.500000 Penalty: 2694.833984
	Iteration 38Q: 3 clusters Score -606220.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -606234.812500 Penalty: 2694.833984
	Iteration 39Q: 3 clusters Score -606234.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -606248.812500 Penalty: 2694.833984
	Iteration 40F: 3 clusters Score -606248.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -606264.812500 Penalty: 2694.833984
	Iteration 41Q: 3 clusters Score -606264.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -606282.000000 Penalty: 2694.833984
	Iteration 42Q: 3 clusters Score -606282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -606293.687500 Penalty: 2694.833984
	Iteration 43Q: 3 clusters Score -606293.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -606307.375000 Penalty: 2694.833984
	Iteration 44Q: 3 clusters Score -606307.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -606317.000000 Penalty: 2694.833984
	Iteration 45Q: 3 clusters Score -606317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -606321.250000 Penalty: 2694.833984
	Iteration 46Q: 3 clusters Score -606321.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -606327.812500 Penalty: 2694.833984
	Iteration 47Q: 3 clusters Score -606327.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -606330.562500 Penalty: 2694.833984
	Iteration 48Q: 3 clusters Score -606330.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -606333.062500 Penalty: 2694.833984
	Iteration 49Q: 3 clusters Score -606333.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -606337.875000 Penalty: 2694.833984
	Iteration 50Q: 3 clusters Score -606337.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -606339.125000 Penalty: 2694.833984
	Iteration 51Q: 3 clusters Score -606339.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -606341.500000 Penalty: 2694.833984
	Iteration 52Q: 3 clusters Score -606341.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -606344.875000 Penalty: 2694.833984
	Iteration 53Q: 3 clusters Score -606344.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -606345.187500 Penalty: 2694.833984
	Iteration 54Q: 3 clusters Score -606345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -606346.875000 Penalty: 2694.833984
	Iteration 55Q: 3 clusters Score -606346.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -606347.750000 Penalty: 2694.833984
	Iteration 56Q: 3 clusters Score -606347.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -606347.437500 Penalty: 2694.833984
	Iteration 57Q: 3 clusters Score -606347.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -606347.437500 Penalty: 2694.833984
	Iteration 58F: 3 clusters Score -606347.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (19145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Entering Unmasked Estep 
Score: -2927831.750000 Penalty: 1602.216919
	Iteration 0F: 2 clusters Score -2927832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2915648.750000 Penalty: 3204.433838
	Iteration 0F: 3 clusters Score -2915649 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2920266.750000 Penalty: 3204.433838
	Iteration 1F: 3 clusters Score -2920267 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2920678.250000 Penalty: 3204.433838
	Iteration 2F: 3 clusters Score -2920678 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2921084.750000 Penalty: 3204.433838
	Iteration 3F: 3 clusters Score -2921085 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2921494.250000 Penalty: 3204.433838
	Iteration 4Q: 3 clusters Score -2921494 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2921860.250000 Penalty: 3204.433838
	Iteration 5Q: 3 clusters Score -2921860 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2922207.000000 Penalty: 3204.433838
	Iteration 6Q: 3 clusters Score -2922207 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2922583.750000 Penalty: 3204.433838
	Iteration 7Q: 3 clusters Score -2922584 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2922966.000000 Penalty: 3204.433838
	Iteration 8Q: 3 clusters Score -2922966 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2923383.750000 Penalty: 3204.433838
	Iteration 9Q: 3 clusters Score -2923384 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2923848.250000 Penalty: 3204.433838
	Iteration 10Q: 3 clusters Score -2923848 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2924343.750000 Penalty: 3204.433838
	Iteration 11Q: 3 clusters Score -2924344 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2924839.250000 Penalty: 3204.433838
	Iteration 12Q: 3 clusters Score -2924839 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2925236.750000 Penalty: 3204.433838
	Iteration 13Q: 3 clusters Score -2925237 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2925599.500000 Penalty: 3204.433838
	Iteration 14Q: 3 clusters Score -2925600 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2925854.500000 Penalty: 3204.433838
	Iteration 15Q: 3 clusters Score -2925854 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2926040.250000 Penalty: 3204.433838
	Iteration 16Q: 3 clusters Score -2926040 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2926199.750000 Penalty: 3204.433838
	Iteration 17Q: 3 clusters Score -2926200 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2926298.250000 Penalty: 3204.433838
	Iteration 18Q: 3 clusters Score -2926298 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2926373.250000 Penalty: 3204.433838
	Iteration 19Q: 3 clusters Score -2926373 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2926436.250000 Penalty: 3204.433838
	Iteration 20F: 3 clusters Score -2926436 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2926487.750000 Penalty: 3204.433838
	Iteration 21Q: 3 clusters Score -2926488 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2926531.250000 Penalty: 3204.433838
	Iteration 22Q: 3 clusters Score -2926531 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2926550.250000 Penalty: 3204.433838
	Iteration 23Q: 3 clusters Score -2926550 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2926553.000000 Penalty: 3204.433838
	Iteration 24Q: 3 clusters Score -2926553 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2926570.750000 Penalty: 3204.433838
	Iteration 25Q: 3 clusters Score -2926571 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2926586.000000 Penalty: 3204.433838
	Iteration 26Q: 3 clusters Score -2926586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2926591.000000 Penalty: 3204.433838
	Iteration 27Q: 3 clusters Score -2926591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2926592.750000 Penalty: 3204.433838
	Iteration 28Q: 3 clusters Score -2926593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2926596.250000 Penalty: 3204.433838
	Iteration 29Q: 3 clusters Score -2926596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2926610.500000 Penalty: 3204.433838
	Iteration 30Q: 3 clusters Score -2926610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2926618.500000 Penalty: 3204.433838
	Iteration 31Q: 3 clusters Score -2926618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2926618.000000 Penalty: 3204.433838
	Iteration 32Q: 3 clusters Score -2926618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2926619.250000 Penalty: 3204.433838
	Iteration 33Q: 3 clusters Score -2926619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2926617.000000 Penalty: 3204.433838
	Iteration 34Q: 3 clusters Score -2926617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2926619.750000 Penalty: 3204.433838
	Iteration 35Q: 3 clusters Score -2926620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2926621.750000 Penalty: 3204.433838
	Iteration 36Q: 3 clusters Score -2926622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2926623.750000 Penalty: 3204.433838
	Iteration 37Q: 3 clusters Score -2926624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2926624.000000 Penalty: 3204.433838
	Iteration 38Q: 3 clusters Score -2926624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2926625.250000 Penalty: 3204.433838
	Iteration 39Q: 3 clusters Score -2926625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2926625.250000 Penalty: 3204.433838
	Iteration 40F: 3 clusters Score -2926625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Entering Unmasked Estep 
Score: -371897.031250 Penalty: 1288.541504
	Iteration 0F: 2 clusters Score -371897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -369323.187500 Penalty: 2577.083008
	Iteration 0F: 3 clusters Score -369323.2 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -370025.156250 Penalty: 2577.083008
	Iteration 1F: 3 clusters Score -370025.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -370238.531250 Penalty: 2577.083008
	Iteration 2F: 3 clusters Score -370238.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -370417.937500 Penalty: 2577.083008
	Iteration 3F: 3 clusters Score -370417.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -370550.250000 Penalty: 2577.083008
	Iteration 4F: 3 clusters Score -370550.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -370651.812500 Penalty: 2577.083008
	Iteration 5Q: 3 clusters Score -370651.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -370730.125000 Penalty: 2577.083008
	Iteration 6Q: 3 clusters Score -370730.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -370793.687500 Penalty: 2577.083008
	Iteration 7Q: 3 clusters Score -370793.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -370833.250000 Penalty: 2577.083008
	Iteration 8Q: 3 clusters Score -370833.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -370873.062500 Penalty: 2577.083008
	Iteration 9Q: 3 clusters Score -370873.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -370903.562500 Penalty: 2577.083008
	Iteration 10Q: 3 clusters Score -370903.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -370921.812500 Penalty: 2577.083008
	Iteration 11Q: 3 clusters Score -370921.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -370930.500000 Penalty: 2577.083008
	Iteration 12Q: 3 clusters Score -370930.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -370936.343750 Penalty: 2577.083008
	Iteration 13Q: 3 clusters Score -370936.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -370941.187500 Penalty: 2577.083008
	Iteration 14Q: 3 clusters Score -370941.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -370947.218750 Penalty: 2577.083008
	Iteration 15Q: 3 clusters Score -370947.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -370951.062500 Penalty: 2577.083008
	Iteration 16Q: 3 clusters Score -370951.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -370955.156250 Penalty: 2577.083008
	Iteration 17Q: 3 clusters Score -370955.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -370960.687500 Penalty: 2577.083008
	Iteration 18Q: 3 clusters Score -370960.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -370969.093750 Penalty: 2577.083008
	Iteration 19Q: 3 clusters Score -370969.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -370976.875000 Penalty: 2577.083008
	Iteration 20F: 3 clusters Score -370976.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -370986.031250 Penalty: 2577.083008
	Iteration 21Q: 3 clusters Score -370986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -370997.281250 Penalty: 2577.083008
	Iteration 22Q: 3 clusters Score -370997.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -371013.593750 Penalty: 2577.083008
	Iteration 23Q: 3 clusters Score -371013.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -371043.031250 Penalty: 2577.083008
	Iteration 24Q: 3 clusters Score -371043 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -371072.062500 Penalty: 2577.083008
	Iteration 25Q: 3 clusters Score -371072.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -371095.218750 Penalty: 2577.083008
	Iteration 26Q: 3 clusters Score -371095.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -371110.343750 Penalty: 2577.083008
	Iteration 27Q: 3 clusters Score -371110.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -371119.562500 Penalty: 2577.083008
	Iteration 28Q: 3 clusters Score -371119.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -371131.093750 Penalty: 2577.083008
	Iteration 29Q: 3 clusters Score -371131.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -371138.500000 Penalty: 2577.083008
	Iteration 30Q: 3 clusters Score -371138.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -371142.187500 Penalty: 2577.083008
	Iteration 31Q: 3 clusters Score -371142.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -371143.656250 Penalty: 2577.083008
	Iteration 32Q: 3 clusters Score -371143.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -371144.781250 Penalty: 2577.083008
	Iteration 33Q: 3 clusters Score -371144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -371145.812500 Penalty: 2577.083008
	Iteration 34Q: 3 clusters Score -371145.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -371146.343750 Penalty: 2577.083008
	Iteration 35Q: 3 clusters Score -371146.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -371146.093750 Penalty: 2577.083008
	Iteration 36Q: 3 clusters Score -371146.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -371146.562500 Penalty: 2577.083008
	Iteration 37Q: 3 clusters Score -371146.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -371147.375000 Penalty: 2577.083008
	Iteration 38Q: 3 clusters Score -371147.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -371147.406250 Penalty: 2577.083008
	Iteration 39Q: 3 clusters Score -371147.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -371148.281250 Penalty: 2577.083008
	Iteration 40F: 3 clusters Score -371148.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -371148.875000 Penalty: 2577.083008
	Iteration 41Q: 3 clusters Score -371148.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -371152.812500 Penalty: 2577.083008
	Iteration 42Q: 3 clusters Score -371152.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -371155.312500 Penalty: 2577.083008
	Iteration 43Q: 3 clusters Score -371155.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -371159.312500 Penalty: 2577.083008
	Iteration 44Q: 3 clusters Score -371159.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -371160.718750 Penalty: 2577.083008
	Iteration 45Q: 3 clusters Score -371160.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -371161.437500 Penalty: 2577.083008
	Iteration 46Q: 3 clusters Score -371161.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -371162.343750 Penalty: 2577.083008
	Iteration 47Q: 3 clusters Score -371162.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -371162.343750 Penalty: 2577.083008
	Iteration 48F: 3 clusters Score -371162.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (12695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Entering Unmasked Estep 
Score: -1846483.875000 Penalty: 1535.456543
	Iteration 0F: 2 clusters Score -1846484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1837609.750000 Penalty: 3070.913086
	Iteration 0F: 3 clusters Score -1837610 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1840857.875000 Penalty: 3070.913086
	Iteration 1F: 3 clusters Score -1840858 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1841325.000000 Penalty: 3070.913086
	Iteration 2F: 3 clusters Score -1841325 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1841801.125000 Penalty: 3070.913086
	Iteration 3F: 3 clusters Score -1841801 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1842280.125000 Penalty: 3070.913086
	Iteration 4F: 3 clusters Score -1842280 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1842815.750000 Penalty: 3070.913086
	Iteration 5F: 3 clusters Score -1842816 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1843413.750000 Penalty: 3070.913086
	Iteration 6F: 3 clusters Score -1843414 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1843906.500000 Penalty: 3070.913086
	Iteration 7Q: 3 clusters Score -1843906 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1844304.125000 Penalty: 3070.913086
	Iteration 8Q: 3 clusters Score -1844304 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1844598.000000 Penalty: 3070.913086
	Iteration 9Q: 3 clusters Score -1844598 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1844808.500000 Penalty: 3070.913086
	Iteration 10Q: 3 clusters Score -1844808 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1844920.750000 Penalty: 3070.913086
	Iteration 11Q: 3 clusters Score -1844921 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1844989.125000 Penalty: 3070.913086
	Iteration 12Q: 3 clusters Score -1844989 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1845038.250000 Penalty: 3070.913086
	Iteration 13Q: 3 clusters Score -1845038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1845070.500000 Penalty: 3070.913086
	Iteration 14Q: 3 clusters Score -1845070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1845084.875000 Penalty: 3070.913086
	Iteration 15Q: 3 clusters Score -1845085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1845093.125000 Penalty: 3070.913086
	Iteration 16Q: 3 clusters Score -1845093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1845103.125000 Penalty: 3070.913086
	Iteration 17Q: 3 clusters Score -1845103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1845112.500000 Penalty: 3070.913086
	Iteration 18Q: 3 clusters Score -1845112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1845117.000000 Penalty: 3070.913086
	Iteration 19Q: 3 clusters Score -1845117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1845117.125000 Penalty: 3070.913086
	Iteration 20F: 3 clusters Score -1845117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1845115.250000 Penalty: 3070.913086
	Iteration 21Q: 3 clusters Score -1845115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1845121.000000 Penalty: 3070.913086
	Iteration 22Q: 3 clusters Score -1845121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1845127.000000 Penalty: 3070.913086
	Iteration 23Q: 3 clusters Score -1845127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1845127.000000 Penalty: 3070.913086
	Iteration 24F: 3 clusters Score -1845127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -88469.531250 Penalty: 1079.404053
	Iteration 0F: 2 clusters Score -88469.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -87242.367188 Penalty: 2158.808105
	Iteration 0F: 3 clusters Score -87242.37 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -87560.515625 Penalty: 2158.808105
	Iteration 1F: 3 clusters Score -87560.52 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -87693.132812 Penalty: 2158.808105
	Iteration 2F: 3 clusters Score -87693.13 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -87810.718750 Penalty: 2158.808105
	Iteration 3F: 3 clusters Score -87810.72 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -87920.859375 Penalty: 2158.808105
	Iteration 4F: 3 clusters Score -87920.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -87984.335938 Penalty: 2158.808105
	Iteration 5Q: 3 clusters Score -87984.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -88022.828125 Penalty: 2158.808105
	Iteration 6Q: 3 clusters Score -88022.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -88053.765625 Penalty: 2158.808105
	Iteration 7Q: 3 clusters Score -88053.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -88081.781250 Penalty: 2158.808105
	Iteration 8Q: 3 clusters Score -88081.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -88132.859375 Penalty: 2158.808105
	Iteration 9Q: 3 clusters Score -88132.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88166.867188 Penalty: 2158.808105
	Iteration 10Q: 3 clusters Score -88166.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88186.507812 Penalty: 2158.808105
	Iteration 11Q: 3 clusters Score -88186.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -88199.078125 Penalty: 2158.808105
	Iteration 12Q: 3 clusters Score -88199.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -88207.742188 Penalty: 2158.808105
	Iteration 13Q: 3 clusters Score -88207.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88209.632812 Penalty: 2158.808105
	Iteration 14Q: 3 clusters Score -88209.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88209.632812 Penalty: 2158.808105
	Iteration 15F: 3 clusters Score -88209.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -244193.375000 Penalty: 1200.301514
	Iteration 0F: 2 clusters Score -244193.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -242315.593750 Penalty: 2400.603027
	Iteration 0F: 3 clusters Score -242315.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -242673.031250 Penalty: 2400.603027
	Iteration 1F: 3 clusters Score -242673 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -242769.531250 Penalty: 2400.603027
	Iteration 2F: 3 clusters Score -242769.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -242811.765625 Penalty: 2400.603027
	Iteration 3Q: 3 clusters Score -242811.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -242842.546875 Penalty: 2400.603027
	Iteration 4Q: 3 clusters Score -242842.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -242867.375000 Penalty: 2400.603027
	Iteration 5Q: 3 clusters Score -242867.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -242882.812500 Penalty: 2400.603027
	Iteration 6Q: 3 clusters Score -242882.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -242895.593750 Penalty: 2400.603027
	Iteration 7Q: 3 clusters Score -242895.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -242901.296875 Penalty: 2400.603027
	Iteration 8Q: 3 clusters Score -242901.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -242906.296875 Penalty: 2400.603027
	Iteration 9Q: 3 clusters Score -242906.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -242911.562500 Penalty: 2400.603027
	Iteration 10Q: 3 clusters Score -242911.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -242916.156250 Penalty: 2400.603027
	Iteration 11Q: 3 clusters Score -242916.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -242918.000000 Penalty: 2400.603027
	Iteration 12Q: 3 clusters Score -242918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -242919.921875 Penalty: 2400.603027
	Iteration 13Q: 3 clusters Score -242919.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -242921.734375 Penalty: 2400.603027
	Iteration 14Q: 3 clusters Score -242921.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -242923.218750 Penalty: 2400.603027
	Iteration 15Q: 3 clusters Score -242923.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -242925.125000 Penalty: 2400.603027
	Iteration 16Q: 3 clusters Score -242925.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -242927.750000 Penalty: 2400.603027
	Iteration 17Q: 3 clusters Score -242927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -242928.859375 Penalty: 2400.603027
	Iteration 18Q: 3 clusters Score -242928.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -242929.859375 Penalty: 2400.603027
	Iteration 19Q: 3 clusters Score -242929.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -242930.093750 Penalty: 2400.603027
	Iteration 20F: 3 clusters Score -242930.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -242930.671875 Penalty: 2400.603027
	Iteration 21Q: 3 clusters Score -242930.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -242931.515625 Penalty: 2400.603027
	Iteration 22Q: 3 clusters Score -242931.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -242932.703125 Penalty: 2400.603027
	Iteration 23Q: 3 clusters Score -242932.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -242936.703125 Penalty: 2400.603027
	Iteration 24Q: 3 clusters Score -242936.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -242937.156250 Penalty: 2400.603027
	Iteration 25Q: 3 clusters Score -242937.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -242937.765625 Penalty: 2400.603027
	Iteration 26Q: 3 clusters Score -242937.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -242938.250000 Penalty: 2400.603027
	Iteration 27Q: 3 clusters Score -242938.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -242938.250000 Penalty: 2400.603027
	Iteration 28F: 3 clusters Score -242938.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -175828.015625 Penalty: 1168.362427
	Iteration 0F: 2 clusters Score -175828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -174180.250000 Penalty: 2336.724854
	Iteration 0F: 3 clusters Score -174180.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -174539.171875 Penalty: 2336.724854
	Iteration 1F: 3 clusters Score -174539.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -174636.843750 Penalty: 2336.724854
	Iteration 2F: 3 clusters Score -174636.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -174698.390625 Penalty: 2336.724854
	Iteration 3Q: 3 clusters Score -174698.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -174744.078125 Penalty: 2336.724854
	Iteration 4Q: 3 clusters Score -174744.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -174793.812500 Penalty: 2336.724854
	Iteration 5Q: 3 clusters Score -174793.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -174860.546875 Penalty: 2336.724854
	Iteration 6Q: 3 clusters Score -174860.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -174913.531250 Penalty: 2336.724854
	Iteration 7Q: 3 clusters Score -174913.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -174983.953125 Penalty: 2336.724854
	Iteration 8Q: 3 clusters Score -174984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -175050.937500 Penalty: 2336.724854
	Iteration 9Q: 3 clusters Score -175050.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -175099.453125 Penalty: 2336.724854
	Iteration 10Q: 3 clusters Score -175099.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -175143.578125 Penalty: 2336.724854
	Iteration 11Q: 3 clusters Score -175143.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -175187.125000 Penalty: 2336.724854
	Iteration 12Q: 3 clusters Score -175187.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -175214.984375 Penalty: 2336.724854
	Iteration 13Q: 3 clusters Score -175215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -175239.453125 Penalty: 2336.724854
	Iteration 14Q: 3 clusters Score -175239.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -175265.265625 Penalty: 2336.724854
	Iteration 15Q: 3 clusters Score -175265.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -175281.640625 Penalty: 2336.724854
	Iteration 16Q: 3 clusters Score -175281.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -175295.093750 Penalty: 2336.724854
	Iteration 17Q: 3 clusters Score -175295.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -175309.015625 Penalty: 2336.724854
	Iteration 18Q: 3 clusters Score -175309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -175322.109375 Penalty: 2336.724854
	Iteration 19Q: 3 clusters Score -175322.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -175332.781250 Penalty: 2336.724854
	Iteration 20F: 3 clusters Score -175332.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -175347.328125 Penalty: 2336.724854
	Iteration 21Q: 3 clusters Score -175347.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -175360.937500 Penalty: 2336.724854
	Iteration 22Q: 3 clusters Score -175360.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -175372.750000 Penalty: 2336.724854
	Iteration 23Q: 3 clusters Score -175372.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -175380.062500 Penalty: 2336.724854
	Iteration 24Q: 3 clusters Score -175380.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -175384.890625 Penalty: 2336.724854
	Iteration 25Q: 3 clusters Score -175384.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -175387.531250 Penalty: 2336.724854
	Iteration 26Q: 3 clusters Score -175387.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -175389.671875 Penalty: 2336.724854
	Iteration 27Q: 3 clusters Score -175389.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -175390.390625 Penalty: 2336.724854
	Iteration 28Q: 3 clusters Score -175390.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -175392.968750 Penalty: 2336.724854
	Iteration 29Q: 3 clusters Score -175393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -175394.828125 Penalty: 2336.724854
	Iteration 30Q: 3 clusters Score -175394.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -175397.625000 Penalty: 2336.724854
	Iteration 31Q: 3 clusters Score -175397.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -175399.125000 Penalty: 2336.724854
	Iteration 32Q: 3 clusters Score -175399.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -175400.609375 Penalty: 2336.724854
	Iteration 33Q: 3 clusters Score -175400.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -175402.187500 Penalty: 2336.724854
	Iteration 34Q: 3 clusters Score -175402.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -175403.125000 Penalty: 2336.724854
	Iteration 35Q: 3 clusters Score -175403.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -175403.125000 Penalty: 2336.724854
	Iteration 36F: 3 clusters Score -175403.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -222730.593750 Penalty: 1200.603271
	Iteration 0F: 2 clusters Score -222730.6 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 827 members 
Entering Unmasked Estep 
Score: -220877.187500 Penalty: 2401.206543
	Iteration 0F: 3 clusters Score -220877.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -221256.484375 Penalty: 2401.206543
	Iteration 1F: 3 clusters Score -221256.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -221417.125000 Penalty: 2401.206543
	Iteration 2F: 3 clusters Score -221417.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -221559.546875 Penalty: 2401.206543
	Iteration 3F: 3 clusters Score -221559.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -221693.015625 Penalty: 2401.206543
	Iteration 4F: 3 clusters Score -221693 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -221834.796875 Penalty: 2401.206543
	Iteration 5Q: 3 clusters Score -221834.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -221960.609375 Penalty: 2401.206543
	Iteration 6F: 3 clusters Score -221960.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -222070.046875 Penalty: 2401.206543
	Iteration 7Q: 3 clusters Score -222070 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -222161.562500 Penalty: 2401.206543
	Iteration 8Q: 3 clusters Score -222161.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -222252.265625 Penalty: 2401.206543
	Iteration 9Q: 3 clusters Score -222252.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -222311.343750 Penalty: 2401.206543
	Iteration 10Q: 3 clusters Score -222311.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -222339.437500 Penalty: 2401.206543
	Iteration 11Q: 3 clusters Score -222339.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -222366.343750 Penalty: 2401.206543
	Iteration 12Q: 3 clusters Score -222366.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -222385.734375 Penalty: 2401.206543
	Iteration 13Q: 3 clusters Score -222385.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -222395.375000 Penalty: 2401.206543
	Iteration 14Q: 3 clusters Score -222395.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -222399.968750 Penalty: 2401.206543
	Iteration 15Q: 3 clusters Score -222400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -222401.593750 Penalty: 2401.206543
	Iteration 16Q: 3 clusters Score -222401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -222402.765625 Penalty: 2401.206543
	Iteration 17Q: 3 clusters Score -222402.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -222403.000000 Penalty: 2401.206543
	Iteration 18Q: 3 clusters Score -222403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -222405.187500 Penalty: 2401.206543
	Iteration 19Q: 3 clusters Score -222405.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -222406.656250 Penalty: 2401.206543
	Iteration 20F: 3 clusters Score -222406.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -222411.296875 Penalty: 2401.206543
	Iteration 21Q: 3 clusters Score -222411.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -222418.125000 Penalty: 2401.206543
	Iteration 22Q: 3 clusters Score -222418.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -222424.812500 Penalty: 2401.206543
	Iteration 23Q: 3 clusters Score -222424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -222426.812500 Penalty: 2401.206543
	Iteration 24Q: 3 clusters Score -222426.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -222428.562500 Penalty: 2401.206543
	Iteration 25Q: 3 clusters Score -222428.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -222433.203125 Penalty: 2401.206543
	Iteration 26Q: 3 clusters Score -222433.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -222435.218750 Penalty: 2401.206543
	Iteration 27Q: 3 clusters Score -222435.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -222437.015625 Penalty: 2401.206543
	Iteration 28Q: 3 clusters Score -222437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -222439.000000 Penalty: 2401.206543
	Iteration 29Q: 3 clusters Score -222439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -222439.328125 Penalty: 2401.206543
	Iteration 30Q: 3 clusters Score -222439.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -222440.140625 Penalty: 2401.206543
	Iteration 31Q: 3 clusters Score -222440.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -222440.140625 Penalty: 2401.206543
	Iteration 32F: 3 clusters Score -222440.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (12862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Entering Unmasked Estep 
Score: -1961239.625000 Penalty: 1537.580200
	Iteration 0F: 2 clusters Score -1961240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1952280.375000 Penalty: 3075.160400
	Iteration 0F: 3 clusters Score -1952280 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1955398.250000 Penalty: 3075.160400
	Iteration 1F: 3 clusters Score -1955398 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1955669.625000 Penalty: 3075.160400
	Iteration 2F: 3 clusters Score -1955670 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1955881.375000 Penalty: 3075.160400
	Iteration 3Q: 3 clusters Score -1955881 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1956044.250000 Penalty: 3075.160400
	Iteration 4Q: 3 clusters Score -1956044 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1956172.125000 Penalty: 3075.160400
	Iteration 5Q: 3 clusters Score -1956172 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1956259.125000 Penalty: 3075.160400
	Iteration 6Q: 3 clusters Score -1956259 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1956330.250000 Penalty: 3075.160400
	Iteration 7Q: 3 clusters Score -1956330 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1956388.375000 Penalty: 3075.160400
	Iteration 8Q: 3 clusters Score -1956388 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1956441.500000 Penalty: 3075.160400
	Iteration 9Q: 3 clusters Score -1956442 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1956504.750000 Penalty: 3075.160400
	Iteration 10Q: 3 clusters Score -1956505 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1956578.625000 Penalty: 3075.160400
	Iteration 11Q: 3 clusters Score -1956579 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1956652.750000 Penalty: 3075.160400
	Iteration 12Q: 3 clusters Score -1956653 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1956767.250000 Penalty: 3075.160400
	Iteration 13Q: 3 clusters Score -1956767 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1956914.125000 Penalty: 3075.160400
	Iteration 14Q: 3 clusters Score -1956914 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1957089.625000 Penalty: 3075.160400
	Iteration 15Q: 3 clusters Score -1957090 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1957328.500000 Penalty: 3075.160400
	Iteration 16Q: 3 clusters Score -1957328 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1957625.125000 Penalty: 3075.160400
	Iteration 17Q: 3 clusters Score -1957625 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1957944.750000 Penalty: 3075.160400
	Iteration 18Q: 3 clusters Score -1957945 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1958308.125000 Penalty: 3075.160400
	Iteration 19Q: 3 clusters Score -1958308 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1958649.875000 Penalty: 3075.160400
	Iteration 20F: 3 clusters Score -1958650 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1958923.250000 Penalty: 3075.160400
	Iteration 21Q: 3 clusters Score -1958923 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1959088.125000 Penalty: 3075.160400
	Iteration 22Q: 3 clusters Score -1959088 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1959197.500000 Penalty: 3075.160400
	Iteration 23Q: 3 clusters Score -1959198 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1959271.875000 Penalty: 3075.160400
	Iteration 24Q: 3 clusters Score -1959272 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1959343.875000 Penalty: 3075.160400
	Iteration 25Q: 3 clusters Score -1959344 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1959427.375000 Penalty: 3075.160400
	Iteration 26Q: 3 clusters Score -1959427 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1959502.500000 Penalty: 3075.160400
	Iteration 27Q: 3 clusters Score -1959502 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1959574.375000 Penalty: 3075.160400
	Iteration 28Q: 3 clusters Score -1959574 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1959629.250000 Penalty: 3075.160400
	Iteration 29Q: 3 clusters Score -1959629 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1959682.375000 Penalty: 3075.160400
	Iteration 30Q: 3 clusters Score -1959682 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1959729.625000 Penalty: 3075.160400
	Iteration 31Q: 3 clusters Score -1959730 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1959776.625000 Penalty: 3075.160400
	Iteration 32Q: 3 clusters Score -1959777 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1959812.625000 Penalty: 3075.160400
	Iteration 33Q: 3 clusters Score -1959813 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1959840.375000 Penalty: 3075.160400
	Iteration 34Q: 3 clusters Score -1959840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1959852.625000 Penalty: 3075.160400
	Iteration 35Q: 3 clusters Score -1959853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1959855.625000 Penalty: 3075.160400
	Iteration 36Q: 3 clusters Score -1959856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1959861.875000 Penalty: 3075.160400
	Iteration 37Q: 3 clusters Score -1959862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1959866.125000 Penalty: 3075.160400
	Iteration 38Q: 3 clusters Score -1959866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1959872.250000 Penalty: 3075.160400
	Iteration 39Q: 3 clusters Score -1959872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1959873.250000 Penalty: 3075.160400
	Iteration 40F: 3 clusters Score -1959873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1959874.750000 Penalty: 3075.160400
	Iteration 41Q: 3 clusters Score -1959875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1959879.875000 Penalty: 3075.160400
	Iteration 42Q: 3 clusters Score -1959880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1959876.875000 Penalty: 3075.160400
	Iteration 43Q: 3 clusters Score -1959877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1959878.875000 Penalty: 3075.160400
	Iteration 44Q: 3 clusters Score -1959879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1959882.125000 Penalty: 3075.160400
	Iteration 45Q: 3 clusters Score -1959882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1959886.000000 Penalty: 3075.160400
	Iteration 46Q: 3 clusters Score -1959886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1959886.875000 Penalty: 3075.160400
	Iteration 47Q: 3 clusters Score -1959887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1959889.250000 Penalty: 3075.160400
	Iteration 48Q: 3 clusters Score -1959889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1959890.500000 Penalty: 3075.160400
	Iteration 49Q: 3 clusters Score -1959890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1959890.500000 Penalty: 3075.160400
	Iteration 50F: 3 clusters Score -1959890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Entering Unmasked Estep 
Score: -508803.437500 Penalty: 1325.479614
	Iteration 0F: 2 clusters Score -508803.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -505725.968750 Penalty: 2650.959229
	Iteration 0F: 3 clusters Score -505726 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -506459.500000 Penalty: 2650.959229
	Iteration 1F: 3 clusters Score -506459.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -506644.375000 Penalty: 2650.959229
	Iteration 2F: 3 clusters Score -506644.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -506782.156250 Penalty: 2650.959229
	Iteration 3F: 3 clusters Score -506782.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -506878.031250 Penalty: 2650.959229
	Iteration 4F: 3 clusters Score -506878 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -506952.000000 Penalty: 2650.959229
	Iteration 5Q: 3 clusters Score -506952 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -507008.031250 Penalty: 2650.959229
	Iteration 6Q: 3 clusters Score -507008 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -507044.437500 Penalty: 2650.959229
	Iteration 7Q: 3 clusters Score -507044.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -507086.500000 Penalty: 2650.959229
	Iteration 8Q: 3 clusters Score -507086.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -507133.750000 Penalty: 2650.959229
	Iteration 9Q: 3 clusters Score -507133.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -507160.781250 Penalty: 2650.959229
	Iteration 10Q: 3 clusters Score -507160.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -507182.406250 Penalty: 2650.959229
	Iteration 11Q: 3 clusters Score -507182.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -507203.562500 Penalty: 2650.959229
	Iteration 12Q: 3 clusters Score -507203.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -507217.031250 Penalty: 2650.959229
	Iteration 13Q: 3 clusters Score -507217 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -507224.750000 Penalty: 2650.959229
	Iteration 14Q: 3 clusters Score -507224.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -507233.156250 Penalty: 2650.959229
	Iteration 15Q: 3 clusters Score -507233.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -507240.906250 Penalty: 2650.959229
	Iteration 16Q: 3 clusters Score -507240.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -507246.406250 Penalty: 2650.959229
	Iteration 17Q: 3 clusters Score -507246.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -507251.906250 Penalty: 2650.959229
	Iteration 18Q: 3 clusters Score -507251.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -507262.000000 Penalty: 2650.959229
	Iteration 19Q: 3 clusters Score -507262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -507273.281250 Penalty: 2650.959229
	Iteration 20F: 3 clusters Score -507273.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -507280.937500 Penalty: 2650.959229
	Iteration 21Q: 3 clusters Score -507280.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -507287.812500 Penalty: 2650.959229
	Iteration 22Q: 3 clusters Score -507287.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -507294.406250 Penalty: 2650.959229
	Iteration 23Q: 3 clusters Score -507294.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -507301.312500 Penalty: 2650.959229
	Iteration 24Q: 3 clusters Score -507301.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -507308.968750 Penalty: 2650.959229
	Iteration 25Q: 3 clusters Score -507309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -507317.343750 Penalty: 2650.959229
	Iteration 26Q: 3 clusters Score -507317.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -507325.281250 Penalty: 2650.959229
	Iteration 27Q: 3 clusters Score -507325.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -507332.250000 Penalty: 2650.959229
	Iteration 28Q: 3 clusters Score -507332.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -507341.250000 Penalty: 2650.959229
	Iteration 29Q: 3 clusters Score -507341.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -507345.906250 Penalty: 2650.959229
	Iteration 30Q: 3 clusters Score -507345.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -507348.062500 Penalty: 2650.959229
	Iteration 31Q: 3 clusters Score -507348.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -507352.000000 Penalty: 2650.959229
	Iteration 32Q: 3 clusters Score -507352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -507355.875000 Penalty: 2650.959229
	Iteration 33Q: 3 clusters Score -507355.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -507361.218750 Penalty: 2650.959229
	Iteration 34Q: 3 clusters Score -507361.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -507365.156250 Penalty: 2650.959229
	Iteration 35Q: 3 clusters Score -507365.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -507367.906250 Penalty: 2650.959229
	Iteration 36Q: 3 clusters Score -507367.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -507372.531250 Penalty: 2650.959229
	Iteration 37Q: 3 clusters Score -507372.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -507375.031250 Penalty: 2650.959229
	Iteration 38Q: 3 clusters Score -507375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -507378.281250 Penalty: 2650.959229
	Iteration 39Q: 3 clusters Score -507378.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -507382.000000 Penalty: 2650.959229
	Iteration 40F: 3 clusters Score -507382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -507383.062500 Penalty: 2650.959229
	Iteration 41Q: 3 clusters Score -507383.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -507384.500000 Penalty: 2650.959229
	Iteration 42Q: 3 clusters Score -507384.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -507386.312500 Penalty: 2650.959229
	Iteration 43Q: 3 clusters Score -507386.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -507387.906250 Penalty: 2650.959229
	Iteration 44Q: 3 clusters Score -507387.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -507391.000000 Penalty: 2650.959229
	Iteration 45Q: 3 clusters Score -507391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -507396.250000 Penalty: 2650.959229
	Iteration 46Q: 3 clusters Score -507396.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -507400.375000 Penalty: 2650.959229
	Iteration 47Q: 3 clusters Score -507400.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -507402.031250 Penalty: 2650.959229
	Iteration 48Q: 3 clusters Score -507402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -507404.468750 Penalty: 2650.959229
	Iteration 49Q: 3 clusters Score -507404.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -507406.781250 Penalty: 2650.959229
	Iteration 50Q: 3 clusters Score -507406.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -507409.062500 Penalty: 2650.959229
	Iteration 51Q: 3 clusters Score -507409.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -507412.750000 Penalty: 2650.959229
	Iteration 52Q: 3 clusters Score -507412.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -507415.250000 Penalty: 2650.959229
	Iteration 53Q: 3 clusters Score -507415.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -507415.156250 Penalty: 2650.959229
	Iteration 54Q: 3 clusters Score -507415.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -507415.687500 Penalty: 2650.959229
	Iteration 55Q: 3 clusters Score -507415.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -507416.156250 Penalty: 2650.959229
	Iteration 56Q: 3 clusters Score -507416.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -507415.687500 Penalty: 2650.959229
	Iteration 57Q: 3 clusters Score -507415.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -507416.906250 Penalty: 2650.959229
	Iteration 58Q: 3 clusters Score -507416.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -507416.875000 Penalty: 2650.959229
	Iteration 59Q: 3 clusters Score -507416.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -507416.875000 Penalty: 2650.959229
	Iteration 60F: 3 clusters Score -507416.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -507417.812500 Penalty: 2650.959229
	Iteration 61Q: 3 clusters Score -507417.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -507418.937500 Penalty: 2650.959229
	Iteration 62Q: 3 clusters Score -507418.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -507419.843750 Penalty: 2650.959229
	Iteration 63Q: 3 clusters Score -507419.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -507420.468750 Penalty: 2650.959229
	Iteration 64Q: 3 clusters Score -507420.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -507421.656250 Penalty: 2650.959229
	Iteration 65Q: 3 clusters Score -507421.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -507423.093750 Penalty: 2650.959229
	Iteration 66Q: 3 clusters Score -507423.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -507423.562500 Penalty: 2650.959229
	Iteration 67Q: 3 clusters Score -507423.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -507424.000000 Penalty: 2650.959229
	Iteration 68Q: 3 clusters Score -507424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -507424.718750 Penalty: 2650.959229
	Iteration 69Q: 3 clusters Score -507424.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -507425.687500 Penalty: 2650.959229
	Iteration 70Q: 3 clusters Score -507425.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -507425.687500 Penalty: 2650.959229
	Iteration 71F: 3 clusters Score -507425.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -189679.671875 Penalty: 1162.751953
	Iteration 0F: 2 clusters Score -189679.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -188078.562500 Penalty: 2325.503906
	Iteration 0F: 3 clusters Score -188078.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -188371.328125 Penalty: 2325.503906
	Iteration 1F: 3 clusters Score -188371.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -188439.625000 Penalty: 2325.503906
	Iteration 2F: 3 clusters Score -188439.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -188469.890625 Penalty: 2325.503906
	Iteration 3Q: 3 clusters Score -188469.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -188484.171875 Penalty: 2325.503906
	Iteration 4Q: 3 clusters Score -188484.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -188492.781250 Penalty: 2325.503906
	Iteration 5Q: 3 clusters Score -188492.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -188503.609375 Penalty: 2325.503906
	Iteration 6Q: 3 clusters Score -188503.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -188510.953125 Penalty: 2325.503906
	Iteration 7Q: 3 clusters Score -188511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -188519.328125 Penalty: 2325.503906
	Iteration 8Q: 3 clusters Score -188519.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -188522.656250 Penalty: 2325.503906
	Iteration 9Q: 3 clusters Score -188522.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -188523.937500 Penalty: 2325.503906
	Iteration 10Q: 3 clusters Score -188523.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -188524.703125 Penalty: 2325.503906
	Iteration 11Q: 3 clusters Score -188524.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -188524.703125 Penalty: 2325.503906
	Iteration 12F: 3 clusters Score -188524.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (14626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Entering Unmasked Estep 
Score: -2220910.250000 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -2220910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2210776.000000 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -2210776 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2214392.250000 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -2214392 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2214816.250000 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -2214816 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2215196.500000 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -2215196 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2215539.250000 Penalty: 3116.930664
	Iteration 4F: 3 clusters Score -2215539 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2215838.750000 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -2215839 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2216087.500000 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -2216088 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2216367.750000 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -2216368 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2216706.000000 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -2216706 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2217081.250000 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -2217081 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2217439.250000 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -2217439 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2217798.750000 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -2217799 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2218127.250000 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -2218127 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2218390.500000 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -2218390 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2218584.750000 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -2218585 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2218736.000000 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -2218736 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2218856.750000 Penalty: 3116.930664
	Iteration 16Q: 3 clusters Score -2218857 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2218948.750000 Penalty: 3116.930664
	Iteration 17Q: 3 clusters Score -2218949 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2219023.500000 Penalty: 3116.930664
	Iteration 18Q: 3 clusters Score -2219024 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2219088.750000 Penalty: 3116.930664
	Iteration 19Q: 3 clusters Score -2219089 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2219144.250000 Penalty: 3116.930664
	Iteration 20F: 3 clusters Score -2219144 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2219202.250000 Penalty: 3116.930664
	Iteration 21Q: 3 clusters Score -2219202 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2219248.250000 Penalty: 3116.930664
	Iteration 22Q: 3 clusters Score -2219248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2219304.250000 Penalty: 3116.930664
	Iteration 23Q: 3 clusters Score -2219304 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2219348.000000 Penalty: 3116.930664
	Iteration 24Q: 3 clusters Score -2219348 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2219394.250000 Penalty: 3116.930664
	Iteration 25Q: 3 clusters Score -2219394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2219427.500000 Penalty: 3116.930664
	Iteration 26Q: 3 clusters Score -2219428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2219459.000000 Penalty: 3116.930664
	Iteration 27Q: 3 clusters Score -2219459 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2219485.250000 Penalty: 3116.930664
	Iteration 28Q: 3 clusters Score -2219485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2219497.250000 Penalty: 3116.930664
	Iteration 29Q: 3 clusters Score -2219497 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2219511.000000 Penalty: 3116.930664
	Iteration 30Q: 3 clusters Score -2219511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2219517.000000 Penalty: 3116.930664
	Iteration 31Q: 3 clusters Score -2219517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2219524.500000 Penalty: 3116.930664
	Iteration 32Q: 3 clusters Score -2219524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2219534.750000 Penalty: 3116.930664
	Iteration 33Q: 3 clusters Score -2219535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2219531.500000 Penalty: 3116.930664
	Iteration 34Q: 3 clusters Score -2219532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2219534.250000 Penalty: 3116.930664
	Iteration 35Q: 3 clusters Score -2219534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2219537.750000 Penalty: 3116.930664
	Iteration 36Q: 3 clusters Score -2219538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2219540.000000 Penalty: 3116.930664
	Iteration 37Q: 3 clusters Score -2219540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2219541.750000 Penalty: 3116.930664
	Iteration 38Q: 3 clusters Score -2219542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2219545.250000 Penalty: 3116.930664
	Iteration 39Q: 3 clusters Score -2219545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2219545.500000 Penalty: 3116.930664
	Iteration 40F: 3 clusters Score -2219546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2219547.500000 Penalty: 3116.930664
	Iteration 41Q: 3 clusters Score -2219548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2219547.500000 Penalty: 3116.930664
	Iteration 42F: 3 clusters Score -2219548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Entering Unmasked Estep 
Score: -782250.500000 Penalty: 1416.543457
	Iteration 0F: 2 clusters Score -782250.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -777533.812500 Penalty: 2833.086914
	Iteration 0F: 3 clusters Score -777533.8 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -778930.875000 Penalty: 2833.086914
	Iteration 1F: 3 clusters Score -778930.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -779154.187500 Penalty: 2833.086914
	Iteration 2F: 3 clusters Score -779154.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -779316.375000 Penalty: 2833.086914
	Iteration 3F: 3 clusters Score -779316.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -779457.437500 Penalty: 2833.086914
	Iteration 4Q: 3 clusters Score -779457.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -779599.625000 Penalty: 2833.086914
	Iteration 5Q: 3 clusters Score -779599.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -779770.875000 Penalty: 2833.086914
	Iteration 6Q: 3 clusters Score -779770.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -779919.875000 Penalty: 2833.086914
	Iteration 7Q: 3 clusters Score -779919.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -780088.937500 Penalty: 2833.086914
	Iteration 8Q: 3 clusters Score -780088.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -780258.062500 Penalty: 2833.086914
	Iteration 9Q: 3 clusters Score -780258.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -780402.937500 Penalty: 2833.086914
	Iteration 10Q: 3 clusters Score -780402.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -780498.375000 Penalty: 2833.086914
	Iteration 11Q: 3 clusters Score -780498.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -780577.000000 Penalty: 2833.086914
	Iteration 12Q: 3 clusters Score -780577 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -780653.000000 Penalty: 2833.086914
	Iteration 13Q: 3 clusters Score -780653 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -780717.125000 Penalty: 2833.086914
	Iteration 14Q: 3 clusters Score -780717.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -780793.437500 Penalty: 2833.086914
	Iteration 15Q: 3 clusters Score -780793.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -780866.437500 Penalty: 2833.086914
	Iteration 16Q: 3 clusters Score -780866.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -780948.125000 Penalty: 2833.086914
	Iteration 17Q: 3 clusters Score -780948.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -781032.500000 Penalty: 2833.086914
	Iteration 18Q: 3 clusters Score -781032.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -781147.812500 Penalty: 2833.086914
	Iteration 19Q: 3 clusters Score -781147.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -781254.375000 Penalty: 2833.086914
	Iteration 20F: 3 clusters Score -781254.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -781333.562500 Penalty: 2833.086914
	Iteration 21Q: 3 clusters Score -781333.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -781401.812500 Penalty: 2833.086914
	Iteration 22Q: 3 clusters Score -781401.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -781461.562500 Penalty: 2833.086914
	Iteration 23Q: 3 clusters Score -781461.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -781513.562500 Penalty: 2833.086914
	Iteration 24Q: 3 clusters Score -781513.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -781548.875000 Penalty: 2833.086914
	Iteration 25Q: 3 clusters Score -781548.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -781576.437500 Penalty: 2833.086914
	Iteration 26Q: 3 clusters Score -781576.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -781599.000000 Penalty: 2833.086914
	Iteration 27Q: 3 clusters Score -781599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -781615.250000 Penalty: 2833.086914
	Iteration 28Q: 3 clusters Score -781615.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -781623.375000 Penalty: 2833.086914
	Iteration 29Q: 3 clusters Score -781623.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -781634.000000 Penalty: 2833.086914
	Iteration 30Q: 3 clusters Score -781634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -781640.125000 Penalty: 2833.086914
	Iteration 31Q: 3 clusters Score -781640.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -781643.937500 Penalty: 2833.086914
	Iteration 32Q: 3 clusters Score -781643.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -781647.625000 Penalty: 2833.086914
	Iteration 33Q: 3 clusters Score -781647.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -781652.625000 Penalty: 2833.086914
	Iteration 34Q: 3 clusters Score -781652.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -781654.000000 Penalty: 2833.086914
	Iteration 35Q: 3 clusters Score -781654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -781658.375000 Penalty: 2833.086914
	Iteration 36Q: 3 clusters Score -781658.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -781659.937500 Penalty: 2833.086914
	Iteration 37Q: 3 clusters Score -781659.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -781664.937500 Penalty: 2833.086914
	Iteration 38Q: 3 clusters Score -781664.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -781666.625000 Penalty: 2833.086914
	Iteration 39Q: 3 clusters Score -781666.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -781672.312500 Penalty: 2833.086914
	Iteration 40F: 3 clusters Score -781672.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -781674.500000 Penalty: 2833.086914
	Iteration 41Q: 3 clusters Score -781674.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -781680.187500 Penalty: 2833.086914
	Iteration 42Q: 3 clusters Score -781680.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -781686.625000 Penalty: 2833.086914
	Iteration 43Q: 3 clusters Score -781686.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -781690.437500 Penalty: 2833.086914
	Iteration 44Q: 3 clusters Score -781690.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -781695.937500 Penalty: 2833.086914
	Iteration 45Q: 3 clusters Score -781695.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -781700.187500 Penalty: 2833.086914
	Iteration 46Q: 3 clusters Score -781700.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -781703.625000 Penalty: 2833.086914
	Iteration 47Q: 3 clusters Score -781703.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -781708.562500 Penalty: 2833.086914
	Iteration 48Q: 3 clusters Score -781708.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -781713.500000 Penalty: 2833.086914
	Iteration 49Q: 3 clusters Score -781713.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -781714.125000 Penalty: 2833.086914
	Iteration 50Q: 3 clusters Score -781714.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -781718.625000 Penalty: 2833.086914
	Iteration 51Q: 3 clusters Score -781718.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -781726.000000 Penalty: 2833.086914
	Iteration 52Q: 3 clusters Score -781726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -781732.562500 Penalty: 2833.086914
	Iteration 53Q: 3 clusters Score -781732.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -781737.187500 Penalty: 2833.086914
	Iteration 54Q: 3 clusters Score -781737.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -781740.875000 Penalty: 2833.086914
	Iteration 55Q: 3 clusters Score -781740.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -781745.687500 Penalty: 2833.086914
	Iteration 56Q: 3 clusters Score -781745.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -781744.437500 Penalty: 2833.086914
	Iteration 57Q: 3 clusters Score -781744.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -781747.062500 Penalty: 2833.086914
	Iteration 58Q: 3 clusters Score -781747.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -781749.562500 Penalty: 2833.086914
	Iteration 59Q: 3 clusters Score -781749.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -781750.562500 Penalty: 2833.086914
	Iteration 60F: 3 clusters Score -781750.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -781750.500000 Penalty: 2833.086914
	Iteration 61Q: 3 clusters Score -781750.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -781753.062500 Penalty: 2833.086914
	Iteration 62Q: 3 clusters Score -781753.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -781756.312500 Penalty: 2833.086914
	Iteration 63Q: 3 clusters Score -781756.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -781755.500000 Penalty: 2833.086914
	Iteration 64Q: 3 clusters Score -781755.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -781755.812500 Penalty: 2833.086914
	Iteration 65Q: 3 clusters Score -781755.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -781755.812500 Penalty: 2833.086914
	Iteration 66F: 3 clusters Score -781755.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Entering Unmasked Estep 
Score: -629278.312500 Penalty: 1374.610229
	Iteration 0F: 2 clusters Score -629278.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -625497.937500 Penalty: 2749.220459
	Iteration 0F: 3 clusters Score -625497.9 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -626650.687500 Penalty: 2749.220459
	Iteration 1F: 3 clusters Score -626650.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -626873.750000 Penalty: 2749.220459
	Iteration 2F: 3 clusters Score -626873.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -627052.000000 Penalty: 2749.220459
	Iteration 3F: 3 clusters Score -627052 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -627223.625000 Penalty: 2749.220459
	Iteration 4F: 3 clusters Score -627223.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -627383.000000 Penalty: 2749.220459
	Iteration 5Q: 3 clusters Score -627383 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -627587.187500 Penalty: 2749.220459
	Iteration 6Q: 3 clusters Score -627587.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -627802.250000 Penalty: 2749.220459
	Iteration 7F: 3 clusters Score -627802.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -627983.812500 Penalty: 2749.220459
	Iteration 8Q: 3 clusters Score -627983.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -628156.687500 Penalty: 2749.220459
	Iteration 9Q: 3 clusters Score -628156.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -628287.625000 Penalty: 2749.220459
	Iteration 10Q: 3 clusters Score -628287.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -628381.125000 Penalty: 2749.220459
	Iteration 11Q: 3 clusters Score -628381.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -628440.875000 Penalty: 2749.220459
	Iteration 12Q: 3 clusters Score -628440.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -628490.687500 Penalty: 2749.220459
	Iteration 13Q: 3 clusters Score -628490.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -628514.250000 Penalty: 2749.220459
	Iteration 14Q: 3 clusters Score -628514.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -628525.750000 Penalty: 2749.220459
	Iteration 15Q: 3 clusters Score -628525.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -628535.562500 Penalty: 2749.220459
	Iteration 16Q: 3 clusters Score -628535.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -628545.875000 Penalty: 2749.220459
	Iteration 17Q: 3 clusters Score -628545.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -628553.562500 Penalty: 2749.220459
	Iteration 18Q: 3 clusters Score -628553.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -628557.750000 Penalty: 2749.220459
	Iteration 19Q: 3 clusters Score -628557.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -628577.187500 Penalty: 2749.220459
	Iteration 20F: 3 clusters Score -628577.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -628603.062500 Penalty: 2749.220459
	Iteration 21Q: 3 clusters Score -628603.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -628615.687500 Penalty: 2749.220459
	Iteration 22Q: 3 clusters Score -628615.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -628627.062500 Penalty: 2749.220459
	Iteration 23Q: 3 clusters Score -628627.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -628637.312500 Penalty: 2749.220459
	Iteration 24Q: 3 clusters Score -628637.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -628645.000000 Penalty: 2749.220459
	Iteration 25Q: 3 clusters Score -628645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -628653.375000 Penalty: 2749.220459
	Iteration 26Q: 3 clusters Score -628653.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -628659.250000 Penalty: 2749.220459
	Iteration 27Q: 3 clusters Score -628659.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -628669.625000 Penalty: 2749.220459
	Iteration 28Q: 3 clusters Score -628669.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -628677.375000 Penalty: 2749.220459
	Iteration 29Q: 3 clusters Score -628677.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -628686.687500 Penalty: 2749.220459
	Iteration 30Q: 3 clusters Score -628686.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -628696.500000 Penalty: 2749.220459
	Iteration 31Q: 3 clusters Score -628696.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -628706.500000 Penalty: 2749.220459
	Iteration 32Q: 3 clusters Score -628706.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -628714.625000 Penalty: 2749.220459
	Iteration 33Q: 3 clusters Score -628714.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -628721.625000 Penalty: 2749.220459
	Iteration 34Q: 3 clusters Score -628721.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -628724.625000 Penalty: 2749.220459
	Iteration 35Q: 3 clusters Score -628724.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -628727.625000 Penalty: 2749.220459
	Iteration 36Q: 3 clusters Score -628727.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -628728.937500 Penalty: 2749.220459
	Iteration 37Q: 3 clusters Score -628728.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -628733.000000 Penalty: 2749.220459
	Iteration 38Q: 3 clusters Score -628733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -628733.437500 Penalty: 2749.220459
	Iteration 39Q: 3 clusters Score -628733.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -628733.250000 Penalty: 2749.220459
	Iteration 40F: 3 clusters Score -628733.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -628734.875000 Penalty: 2749.220459
	Iteration 41Q: 3 clusters Score -628734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -628734.875000 Penalty: 2749.220459
	Iteration 42Q: 3 clusters Score -628734.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -628735.125000 Penalty: 2749.220459
	Iteration 43Q: 3 clusters Score -628735.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -628735.000000 Penalty: 2749.220459
	Iteration 44Q: 3 clusters Score -628735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -628735.812500 Penalty: 2749.220459
	Iteration 45Q: 3 clusters Score -628735.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -628736.437500 Penalty: 2749.220459
	Iteration 46Q: 3 clusters Score -628736.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -628736.437500 Penalty: 2749.220459
	Iteration 47F: 3 clusters Score -628736.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -150696.453125 Penalty: 1148.854614
	Iteration 0F: 2 clusters Score -150696.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -149152.921875 Penalty: 2297.709229
	Iteration 0F: 3 clusters Score -149152.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -149488.671875 Penalty: 2297.709229
	Iteration 1F: 3 clusters Score -149488.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -149645.375000 Penalty: 2297.709229
	Iteration 2F: 3 clusters Score -149645.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -149791.296875 Penalty: 2297.709229
	Iteration 3F: 3 clusters Score -149791.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -149916.640625 Penalty: 2297.709229
	Iteration 4F: 3 clusters Score -149916.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -149989.515625 Penalty: 2297.709229
	Iteration 5Q: 3 clusters Score -149989.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -150042.468750 Penalty: 2297.709229
	Iteration 6Q: 3 clusters Score -150042.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -150094.234375 Penalty: 2297.709229
	Iteration 7Q: 3 clusters Score -150094.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -150122.890625 Penalty: 2297.709229
	Iteration 8Q: 3 clusters Score -150122.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -150144.640625 Penalty: 2297.709229
	Iteration 9Q: 3 clusters Score -150144.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -150169.093750 Penalty: 2297.709229
	Iteration 10Q: 3 clusters Score -150169.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -150179.562500 Penalty: 2297.709229
	Iteration 11Q: 3 clusters Score -150179.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -150191.156250 Penalty: 2297.709229
	Iteration 12Q: 3 clusters Score -150191.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -150199.609375 Penalty: 2297.709229
	Iteration 13Q: 3 clusters Score -150199.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -150203.890625 Penalty: 2297.709229
	Iteration 14Q: 3 clusters Score -150203.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -150207.703125 Penalty: 2297.709229
	Iteration 15Q: 3 clusters Score -150207.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -150211.671875 Penalty: 2297.709229
	Iteration 16Q: 3 clusters Score -150211.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -150213.984375 Penalty: 2297.709229
	Iteration 17Q: 3 clusters Score -150214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -150214.531250 Penalty: 2297.709229
	Iteration 18Q: 3 clusters Score -150214.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -150214.984375 Penalty: 2297.709229
	Iteration 19Q: 3 clusters Score -150215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -150215.296875 Penalty: 2297.709229
	Iteration 20F: 3 clusters Score -150215.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Entering Unmasked Estep 
Score: -252098.593750 Penalty: 1231.531738
	Iteration 0F: 2 clusters Score -252098.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -250060.843750 Penalty: 2463.063477
	Iteration 0F: 3 clusters Score -250060.8 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -250528.750000 Penalty: 2463.063477
	Iteration 1F: 3 clusters Score -250528.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -250673.750000 Penalty: 2463.063477
	Iteration 2F: 3 clusters Score -250673.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -250756.796875 Penalty: 2463.063477
	Iteration 3F: 3 clusters Score -250756.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -250813.546875 Penalty: 2463.063477
	Iteration 4Q: 3 clusters Score -250813.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -250869.906250 Penalty: 2463.063477
	Iteration 5Q: 3 clusters Score -250869.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -250917.515625 Penalty: 2463.063477
	Iteration 6Q: 3 clusters Score -250917.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -250963.140625 Penalty: 2463.063477
	Iteration 7Q: 3 clusters Score -250963.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -251001.609375 Penalty: 2463.063477
	Iteration 8Q: 3 clusters Score -251001.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -251040.953125 Penalty: 2463.063477
	Iteration 9Q: 3 clusters Score -251041 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -251085.765625 Penalty: 2463.063477
	Iteration 10Q: 3 clusters Score -251085.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -251123.843750 Penalty: 2463.063477
	Iteration 11Q: 3 clusters Score -251123.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -251156.109375 Penalty: 2463.063477
	Iteration 12Q: 3 clusters Score -251156.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -251176.156250 Penalty: 2463.063477
	Iteration 13Q: 3 clusters Score -251176.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -251185.546875 Penalty: 2463.063477
	Iteration 14Q: 3 clusters Score -251185.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -251197.031250 Penalty: 2463.063477
	Iteration 15Q: 3 clusters Score -251197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -251207.453125 Penalty: 2463.063477
	Iteration 16Q: 3 clusters Score -251207.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -251214.546875 Penalty: 2463.063477
	Iteration 17Q: 3 clusters Score -251214.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -251222.906250 Penalty: 2463.063477
	Iteration 18Q: 3 clusters Score -251222.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -251229.859375 Penalty: 2463.063477
	Iteration 19Q: 3 clusters Score -251229.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -251238.687500 Penalty: 2463.063477
	Iteration 20F: 3 clusters Score -251238.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -251246.968750 Penalty: 2463.063477
	Iteration 21Q: 3 clusters Score -251247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -251254.312500 Penalty: 2463.063477
	Iteration 22Q: 3 clusters Score -251254.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -251259.156250 Penalty: 2463.063477
	Iteration 23Q: 3 clusters Score -251259.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -251263.796875 Penalty: 2463.063477
	Iteration 24Q: 3 clusters Score -251263.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -251267.718750 Penalty: 2463.063477
	Iteration 25Q: 3 clusters Score -251267.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -251269.656250 Penalty: 2463.063477
	Iteration 26Q: 3 clusters Score -251269.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -251270.859375 Penalty: 2463.063477
	Iteration 27Q: 3 clusters Score -251270.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -251275.015625 Penalty: 2463.063477
	Iteration 28Q: 3 clusters Score -251275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -251278.531250 Penalty: 2463.063477
	Iteration 29Q: 3 clusters Score -251278.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -251283.703125 Penalty: 2463.063477
	Iteration 30Q: 3 clusters Score -251283.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -251287.562500 Penalty: 2463.063477
	Iteration 31Q: 3 clusters Score -251287.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -251292.171875 Penalty: 2463.063477
	Iteration 32Q: 3 clusters Score -251292.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -251296.578125 Penalty: 2463.063477
	Iteration 33Q: 3 clusters Score -251296.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -251298.750000 Penalty: 2463.063477
	Iteration 34Q: 3 clusters Score -251298.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -251301.343750 Penalty: 2463.063477
	Iteration 35Q: 3 clusters Score -251301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -251302.468750 Penalty: 2463.063477
	Iteration 36Q: 3 clusters Score -251302.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -251303.250000 Penalty: 2463.063477
	Iteration 37Q: 3 clusters Score -251303.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -251303.250000 Penalty: 2463.063477
	Iteration 38F: 3 clusters Score -251303.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (14967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Entering Unmasked Estep 
Score: -2276693.250000 Penalty: 1562.210449
	Iteration 0F: 2 clusters Score -2276693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2266586.750000 Penalty: 3124.420898
	Iteration 0F: 3 clusters Score -2266587 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2270148.000000 Penalty: 3124.420898
	Iteration 1F: 3 clusters Score -2270148 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2270457.750000 Penalty: 3124.420898
	Iteration 2F: 3 clusters Score -2270458 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2270746.500000 Penalty: 3124.420898
	Iteration 3Q: 3 clusters Score -2270746 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2271066.750000 Penalty: 3124.420898
	Iteration 4Q: 3 clusters Score -2271067 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2271447.000000 Penalty: 3124.420898
	Iteration 5Q: 3 clusters Score -2271447 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2271902.000000 Penalty: 3124.420898
	Iteration 6F: 3 clusters Score -2271902 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2272435.500000 Penalty: 3124.420898
	Iteration 7F: 3 clusters Score -2272436 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2273044.750000 Penalty: 3124.420898
	Iteration 8F: 3 clusters Score -2273045 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2273594.750000 Penalty: 3124.420898
	Iteration 9F: 3 clusters Score -2273595 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2274071.000000 Penalty: 3124.420898
	Iteration 10Q: 3 clusters Score -2274071 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2274453.000000 Penalty: 3124.420898
	Iteration 11Q: 3 clusters Score -2274453 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2274769.250000 Penalty: 3124.420898
	Iteration 12Q: 3 clusters Score -2274769 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2274964.500000 Penalty: 3124.420898
	Iteration 13Q: 3 clusters Score -2274964 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2275081.000000 Penalty: 3124.420898
	Iteration 14Q: 3 clusters Score -2275081 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2275171.750000 Penalty: 3124.420898
	Iteration 15Q: 3 clusters Score -2275172 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2275235.750000 Penalty: 3124.420898
	Iteration 16Q: 3 clusters Score -2275236 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2275287.000000 Penalty: 3124.420898
	Iteration 17Q: 3 clusters Score -2275287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2275310.250000 Penalty: 3124.420898
	Iteration 18Q: 3 clusters Score -2275310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2275324.500000 Penalty: 3124.420898
	Iteration 19Q: 3 clusters Score -2275324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2275333.750000 Penalty: 3124.420898
	Iteration 20F: 3 clusters Score -2275334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2275335.000000 Penalty: 3124.420898
	Iteration 21Q: 3 clusters Score -2275335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2275342.250000 Penalty: 3124.420898
	Iteration 22Q: 3 clusters Score -2275342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2275348.250000 Penalty: 3124.420898
	Iteration 23Q: 3 clusters Score -2275348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2275351.500000 Penalty: 3124.420898
	Iteration 24Q: 3 clusters Score -2275352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2275355.000000 Penalty: 3124.420898
	Iteration 25Q: 3 clusters Score -2275355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2275353.500000 Penalty: 3124.420898
	Iteration 26Q: 3 clusters Score -2275354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2275359.500000 Penalty: 3124.420898
	Iteration 27Q: 3 clusters Score -2275360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2275361.750000 Penalty: 3124.420898
	Iteration 28Q: 3 clusters Score -2275362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2275361.000000 Penalty: 3124.420898
	Iteration 29Q: 3 clusters Score -2275361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2275362.500000 Penalty: 3124.420898
	Iteration 30Q: 3 clusters Score -2275362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2275362.500000 Penalty: 3124.420898
	Iteration 31F: 3 clusters Score -2275362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (19621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Entering Unmasked Estep 
Score: -2999675.500000 Penalty: 1606.207764
	Iteration 0F: 2 clusters Score -2999676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2987591.500000 Penalty: 3212.415527
	Iteration 0F: 3 clusters Score -2987592 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2992457.000000 Penalty: 3212.415527
	Iteration 1F: 3 clusters Score -2992457 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2992789.250000 Penalty: 3212.415527
	Iteration 2F: 3 clusters Score -2992789 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2993129.250000 Penalty: 3212.415527
	Iteration 3Q: 3 clusters Score -2993129 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2993568.500000 Penalty: 3212.415527
	Iteration 4F: 3 clusters Score -2993568 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2994075.500000 Penalty: 3212.415527
	Iteration 5F: 3 clusters Score -2994076 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2994707.750000 Penalty: 3212.415527
	Iteration 6F: 3 clusters Score -2994708 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2995451.500000 Penalty: 3212.415527
	Iteration 7F: 3 clusters Score -2995452 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2996198.750000 Penalty: 3212.415527
	Iteration 8F: 3 clusters Score -2996199 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2996839.000000 Penalty: 3212.415527
	Iteration 9Q: 3 clusters Score -2996839 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2997398.000000 Penalty: 3212.415527
	Iteration 10Q: 3 clusters Score -2997398 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2997774.250000 Penalty: 3212.415527
	Iteration 11Q: 3 clusters Score -2997774 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2998066.000000 Penalty: 3212.415527
	Iteration 12Q: 3 clusters Score -2998066 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2998194.500000 Penalty: 3212.415527
	Iteration 13Q: 3 clusters Score -2998194 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2998247.250000 Penalty: 3212.415527
	Iteration 14Q: 3 clusters Score -2998247 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2998294.250000 Penalty: 3212.415527
	Iteration 15Q: 3 clusters Score -2998294 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2998346.250000 Penalty: 3212.415527
	Iteration 16Q: 3 clusters Score -2998346 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2998371.500000 Penalty: 3212.415527
	Iteration 17Q: 3 clusters Score -2998372 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2998396.750000 Penalty: 3212.415527
	Iteration 18Q: 3 clusters Score -2998397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2998399.000000 Penalty: 3212.415527
	Iteration 19Q: 3 clusters Score -2998399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2998402.250000 Penalty: 3212.415527
	Iteration 20F: 3 clusters Score -2998402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2998411.500000 Penalty: 3212.415527
	Iteration 21Q: 3 clusters Score -2998412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2998419.500000 Penalty: 3212.415527
	Iteration 22Q: 3 clusters Score -2998420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2998422.000000 Penalty: 3212.415527
	Iteration 23Q: 3 clusters Score -2998422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2998430.500000 Penalty: 3212.415527
	Iteration 24Q: 3 clusters Score -2998430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2998434.250000 Penalty: 3212.415527
	Iteration 25Q: 3 clusters Score -2998434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2998435.250000 Penalty: 3212.415527
	Iteration 26Q: 3 clusters Score -2998435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2998438.500000 Penalty: 3212.415527
	Iteration 27Q: 3 clusters Score -2998438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2998446.750000 Penalty: 3212.415527
	Iteration 28Q: 3 clusters Score -2998447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2998447.250000 Penalty: 3212.415527
	Iteration 29Q: 3 clusters Score -2998447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2998454.250000 Penalty: 3212.415527
	Iteration 30Q: 3 clusters Score -2998454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2998462.500000 Penalty: 3212.415527
	Iteration 31Q: 3 clusters Score -2998462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2998466.000000 Penalty: 3212.415527
	Iteration 32Q: 3 clusters Score -2998466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2998468.500000 Penalty: 3212.415527
	Iteration 33Q: 3 clusters Score -2998468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2998465.500000 Penalty: 3212.415527
	Iteration 34Q: 3 clusters Score -2998466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2998462.250000 Penalty: 3212.415527
	Iteration 35Q: 3 clusters Score -2998462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2998463.250000 Penalty: 3212.415527
	Iteration 36Q: 3 clusters Score -2998463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2998464.250000 Penalty: 3212.415527
	Iteration 37Q: 3 clusters Score -2998464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2998458.500000 Penalty: 3212.415527
	Iteration 38Q: 3 clusters Score -2998458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2998459.000000 Penalty: 3212.415527
	Iteration 39Q: 3 clusters Score -2998459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2998459.000000 Penalty: 3212.415527
	Iteration 40F: 3 clusters Score -2998459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Entering Unmasked Estep 
Score: -832805.000000 Penalty: 1410.994995
	Iteration 0F: 2 clusters Score -832805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -828234.750000 Penalty: 2821.989990
	Iteration 0F: 3 clusters Score -828234.8 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -829553.000000 Penalty: 2821.989990
	Iteration 1F: 3 clusters Score -829553 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -829770.375000 Penalty: 2821.989990
	Iteration 2F: 3 clusters Score -829770.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -829931.312500 Penalty: 2821.989990
	Iteration 3F: 3 clusters Score -829931.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -830074.187500 Penalty: 2821.989990
	Iteration 4Q: 3 clusters Score -830074.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -830296.062500 Penalty: 2821.989990
	Iteration 5Q: 3 clusters Score -830296.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -830550.687500 Penalty: 2821.989990
	Iteration 6F: 3 clusters Score -830550.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -830882.812500 Penalty: 2821.989990
	Iteration 7F: 3 clusters Score -830882.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -831234.687500 Penalty: 2821.989990
	Iteration 8F: 3 clusters Score -831234.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -831561.625000 Penalty: 2821.989990
	Iteration 9F: 3 clusters Score -831561.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -831789.312500 Penalty: 2821.989990
	Iteration 10Q: 3 clusters Score -831789.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -831885.312500 Penalty: 2821.989990
	Iteration 11Q: 3 clusters Score -831885.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -831941.375000 Penalty: 2821.989990
	Iteration 12Q: 3 clusters Score -831941.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -831971.812500 Penalty: 2821.989990
	Iteration 13Q: 3 clusters Score -831971.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -831988.500000 Penalty: 2821.989990
	Iteration 14Q: 3 clusters Score -831988.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -832000.437500 Penalty: 2821.989990
	Iteration 15Q: 3 clusters Score -832000.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -832013.375000 Penalty: 2821.989990
	Iteration 16Q: 3 clusters Score -832013.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -832020.062500 Penalty: 2821.989990
	Iteration 17Q: 3 clusters Score -832020.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -832026.812500 Penalty: 2821.989990
	Iteration 18Q: 3 clusters Score -832026.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -832035.562500 Penalty: 2821.989990
	Iteration 19Q: 3 clusters Score -832035.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -832038.625000 Penalty: 2821.989990
	Iteration 20F: 3 clusters Score -832038.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -832045.750000 Penalty: 2821.989990
	Iteration 21Q: 3 clusters Score -832045.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -832050.687500 Penalty: 2821.989990
	Iteration 22Q: 3 clusters Score -832050.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -832055.750000 Penalty: 2821.989990
	Iteration 23Q: 3 clusters Score -832055.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -832058.750000 Penalty: 2821.989990
	Iteration 24Q: 3 clusters Score -832058.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -832060.875000 Penalty: 2821.989990
	Iteration 25Q: 3 clusters Score -832060.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -832065.187500 Penalty: 2821.989990
	Iteration 26Q: 3 clusters Score -832065.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -832066.062500 Penalty: 2821.989990
	Iteration 27Q: 3 clusters Score -832066.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -832066.187500 Penalty: 2821.989990
	Iteration 28Q: 3 clusters Score -832066.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -832068.750000 Penalty: 2821.989990
	Iteration 29Q: 3 clusters Score -832068.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -832068.562500 Penalty: 2821.989990
	Iteration 30Q: 3 clusters Score -832068.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -832067.500000 Penalty: 2821.989990
	Iteration 31Q: 3 clusters Score -832067.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -832068.812500 Penalty: 2821.989990
	Iteration 32Q: 3 clusters Score -832068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -832069.937500 Penalty: 2821.989990
	Iteration 33Q: 3 clusters Score -832069.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -832070.750000 Penalty: 2821.989990
	Iteration 34Q: 3 clusters Score -832070.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -832070.625000 Penalty: 2821.989990
	Iteration 35Q: 3 clusters Score -832070.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -832070.875000 Penalty: 2821.989990
	Iteration 36Q: 3 clusters Score -832070.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -832072.437500 Penalty: 2821.989990
	Iteration 37Q: 3 clusters Score -832072.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -832072.187500 Penalty: 2821.989990
	Iteration 38Q: 3 clusters Score -832072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -832073.562500 Penalty: 2821.989990
	Iteration 39Q: 3 clusters Score -832073.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -832073.687500 Penalty: 2821.989990
	Iteration 40F: 3 clusters Score -832073.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -832073.000000 Penalty: 2821.989990
	Iteration 41Q: 3 clusters Score -832073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -832073.000000 Penalty: 2821.989990
	Iteration 42F: 3 clusters Score -832073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -171607.234375 Penalty: 1172.595947
	Iteration 0F: 2 clusters Score -171607.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -169940.609375 Penalty: 2345.191895
	Iteration 0F: 3 clusters Score -169940.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -170408.296875 Penalty: 2345.191895
	Iteration 1F: 3 clusters Score -170408.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -170698.609375 Penalty: 2345.191895
	Iteration 2F: 3 clusters Score -170698.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -170994.281250 Penalty: 2345.191895
	Iteration 3F: 3 clusters Score -170994.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -171212.093750 Penalty: 2345.191895
	Iteration 4F: 3 clusters Score -171212.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -171358.968750 Penalty: 2345.191895
	Iteration 5F: 3 clusters Score -171359 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -171452.312500 Penalty: 2345.191895
	Iteration 6Q: 3 clusters Score -171452.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -171526.015625 Penalty: 2345.191895
	Iteration 7Q: 3 clusters Score -171526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -171579.468750 Penalty: 2345.191895
	Iteration 8Q: 3 clusters Score -171579.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -171607.078125 Penalty: 2345.191895
	Iteration 9Q: 3 clusters Score -171607.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -171620.937500 Penalty: 2345.191895
	Iteration 10Q: 3 clusters Score -171620.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -171627.531250 Penalty: 2345.191895
	Iteration 11Q: 3 clusters Score -171627.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -171629.921875 Penalty: 2345.191895
	Iteration 12Q: 3 clusters Score -171629.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -171631.890625 Penalty: 2345.191895
	Iteration 13Q: 3 clusters Score -171631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -171632.671875 Penalty: 2345.191895
	Iteration 14Q: 3 clusters Score -171632.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -171633.125000 Penalty: 2345.191895
	Iteration 15Q: 3 clusters Score -171633.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -171633.890625 Penalty: 2345.191895
	Iteration 16Q: 3 clusters Score -171633.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -171634.937500 Penalty: 2345.191895
	Iteration 17Q: 3 clusters Score -171634.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -171635.812500 Penalty: 2345.191895
	Iteration 18Q: 3 clusters Score -171635.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -171637.984375 Penalty: 2345.191895
	Iteration 19Q: 3 clusters Score -171638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -171639.234375 Penalty: 2345.191895
	Iteration 20F: 3 clusters Score -171639.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16492 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22554 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13290 members 
Mstep: Class 26 contains 8070 members 
Mstep: Class 27 contains 12272 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11820 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 24910 members 
Mstep: Class 44 contains 16407 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12862 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 757 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22693 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15446 members 
Mstep: Class 81 contains 604 members 
Entering Unmasked Estep 
Score: -85944112.000000 Penalty: 175152.437500
Splitting cluster 65 changes total score from -85944872.000000 to -85944112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (1655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Entering Unmasked Estep 
Score: -225187.812500 Penalty: 1204.377930
	Iteration 0F: 2 clusters Score -225187.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -223284.406250 Penalty: 2408.755859
	Iteration 0F: 3 clusters Score -223284.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -223678.984375 Penalty: 2408.755859
	Iteration 1F: 3 clusters Score -223679 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -223809.375000 Penalty: 2408.755859
	Iteration 2F: 3 clusters Score -223809.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -223916.031250 Penalty: 2408.755859
	Iteration 3F: 3 clusters Score -223916 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -223994.265625 Penalty: 2408.755859
	Iteration 4Q: 3 clusters Score -223994.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -224035.453125 Penalty: 2408.755859
	Iteration 5Q: 3 clusters Score -224035.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -224073.687500 Penalty: 2408.755859
	Iteration 6Q: 3 clusters Score -224073.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -224105.140625 Penalty: 2408.755859
	Iteration 7Q: 3 clusters Score -224105.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -224135.531250 Penalty: 2408.755859
	Iteration 8Q: 3 clusters Score -224135.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -224155.890625 Penalty: 2408.755859
	Iteration 9Q: 3 clusters Score -224155.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -224177.859375 Penalty: 2408.755859
	Iteration 10Q: 3 clusters Score -224177.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -224201.187500 Penalty: 2408.755859
	Iteration 11Q: 3 clusters Score -224201.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -224218.125000 Penalty: 2408.755859
	Iteration 12Q: 3 clusters Score -224218.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -224240.093750 Penalty: 2408.755859
	Iteration 13Q: 3 clusters Score -224240.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -224260.234375 Penalty: 2408.755859
	Iteration 14Q: 3 clusters Score -224260.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -224284.609375 Penalty: 2408.755859
	Iteration 15Q: 3 clusters Score -224284.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -224315.359375 Penalty: 2408.755859
	Iteration 16Q: 3 clusters Score -224315.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -224333.531250 Penalty: 2408.755859
	Iteration 17Q: 3 clusters Score -224333.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -224361.500000 Penalty: 2408.755859
	Iteration 18Q: 3 clusters Score -224361.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -224387.656250 Penalty: 2408.755859
	Iteration 19Q: 3 clusters Score -224387.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -224418.156250 Penalty: 2408.755859
	Iteration 20F: 3 clusters Score -224418.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -224441.343750 Penalty: 2408.755859
	Iteration 21Q: 3 clusters Score -224441.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -224455.984375 Penalty: 2408.755859
	Iteration 22Q: 3 clusters Score -224456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -224470.953125 Penalty: 2408.755859
	Iteration 23Q: 3 clusters Score -224471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -224484.984375 Penalty: 2408.755859
	Iteration 24Q: 3 clusters Score -224485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -224500.796875 Penalty: 2408.755859
	Iteration 25Q: 3 clusters Score -224500.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -224507.125000 Penalty: 2408.755859
	Iteration 26Q: 3 clusters Score -224507.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -224509.718750 Penalty: 2408.755859
	Iteration 27Q: 3 clusters Score -224509.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -224510.765625 Penalty: 2408.755859
	Iteration 28Q: 3 clusters Score -224510.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -224510.765625 Penalty: 2408.755859
	Iteration 29F: 3 clusters Score -224510.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Entering Unmasked Estep 
Score: -145102.703125 Penalty: 1146.488281
	Iteration 0F: 2 clusters Score -145102.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -143588.140625 Penalty: 2292.976562
	Iteration 0F: 3 clusters Score -143588.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -143941.984375 Penalty: 2292.976562
	Iteration 1F: 3 clusters Score -143942 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -144042.687500 Penalty: 2292.976562
	Iteration 2F: 3 clusters Score -144042.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -144092.437500 Penalty: 2292.976562
	Iteration 3Q: 3 clusters Score -144092.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -144115.312500 Penalty: 2292.976562
	Iteration 4Q: 3 clusters Score -144115.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -144138.171875 Penalty: 2292.976562
	Iteration 5Q: 3 clusters Score -144138.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -144156.531250 Penalty: 2292.976562
	Iteration 6Q: 3 clusters Score -144156.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -144173.609375 Penalty: 2292.976562
	Iteration 7Q: 3 clusters Score -144173.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -144192.687500 Penalty: 2292.976562
	Iteration 8Q: 3 clusters Score -144192.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -144203.421875 Penalty: 2292.976562
	Iteration 9Q: 3 clusters Score -144203.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -144212.859375 Penalty: 2292.976562
	Iteration 10Q: 3 clusters Score -144212.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -144218.421875 Penalty: 2292.976562
	Iteration 11Q: 3 clusters Score -144218.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -144223.421875 Penalty: 2292.976562
	Iteration 12Q: 3 clusters Score -144223.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -144227.890625 Penalty: 2292.976562
	Iteration 13Q: 3 clusters Score -144227.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -144235.390625 Penalty: 2292.976562
	Iteration 14Q: 3 clusters Score -144235.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -144240.578125 Penalty: 2292.976562
	Iteration 15Q: 3 clusters Score -144240.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -144250.187500 Penalty: 2292.976562
	Iteration 16Q: 3 clusters Score -144250.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -144256.187500 Penalty: 2292.976562
	Iteration 17Q: 3 clusters Score -144256.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -144259.328125 Penalty: 2292.976562
	Iteration 18Q: 3 clusters Score -144259.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -144262.921875 Penalty: 2292.976562
	Iteration 19Q: 3 clusters Score -144262.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -144264.984375 Penalty: 2292.976562
	Iteration 20F: 3 clusters Score -144265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -144266.484375 Penalty: 2292.976562
	Iteration 21Q: 3 clusters Score -144266.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -144268.109375 Penalty: 2292.976562
	Iteration 22Q: 3 clusters Score -144268.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -144272.109375 Penalty: 2292.976562
	Iteration 23Q: 3 clusters Score -144272.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -144274.140625 Penalty: 2292.976562
	Iteration 24Q: 3 clusters Score -144274.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -144274.328125 Penalty: 2292.976562
	Iteration 25Q: 3 clusters Score -144274.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -144274.328125 Penalty: 2292.976562
	Iteration 26F: 3 clusters Score -144274.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -142559.609375 Penalty: 1143.944824
	Iteration 0F: 2 clusters Score -142559.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -141018.500000 Penalty: 2287.889648
	Iteration 0F: 3 clusters Score -141018.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -141346.328125 Penalty: 2287.889648
	Iteration 1F: 3 clusters Score -141346.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -141442.281250 Penalty: 2287.889648
	Iteration 2F: 3 clusters Score -141442.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -141495.015625 Penalty: 2287.889648
	Iteration 3Q: 3 clusters Score -141495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -141525.562500 Penalty: 2287.889648
	Iteration 4Q: 3 clusters Score -141525.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -141538.328125 Penalty: 2287.889648
	Iteration 5Q: 3 clusters Score -141538.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -141545.671875 Penalty: 2287.889648
	Iteration 6Q: 3 clusters Score -141545.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -141549.156250 Penalty: 2287.889648
	Iteration 7Q: 3 clusters Score -141549.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -141560.218750 Penalty: 2287.889648
	Iteration 8Q: 3 clusters Score -141560.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -141573.734375 Penalty: 2287.889648
	Iteration 9Q: 3 clusters Score -141573.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -141600.453125 Penalty: 2287.889648
	Iteration 10Q: 3 clusters Score -141600.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -141650.125000 Penalty: 2287.889648
	Iteration 11Q: 3 clusters Score -141650.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -141698.671875 Penalty: 2287.889648
	Iteration 12Q: 3 clusters Score -141698.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -141752.312500 Penalty: 2287.889648
	Iteration 13Q: 3 clusters Score -141752.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -141802.937500 Penalty: 2287.889648
	Iteration 14Q: 3 clusters Score -141802.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -141844.375000 Penalty: 2287.889648
	Iteration 15Q: 3 clusters Score -141844.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -141916.453125 Penalty: 2287.889648
	Iteration 16Q: 3 clusters Score -141916.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -141989.171875 Penalty: 2287.889648
	Iteration 17Q: 3 clusters Score -141989.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -142083.875000 Penalty: 2287.889648
	Iteration 18Q: 3 clusters Score -142083.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -142162.062500 Penalty: 2287.889648
	Iteration 19Q: 3 clusters Score -142162.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -142212.906250 Penalty: 2287.889648
	Iteration 20F: 3 clusters Score -142212.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -142250.343750 Penalty: 2287.889648
	Iteration 21Q: 3 clusters Score -142250.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -142280.421875 Penalty: 2287.889648
	Iteration 22Q: 3 clusters Score -142280.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -142312.734375 Penalty: 2287.889648
	Iteration 23Q: 3 clusters Score -142312.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -142333.796875 Penalty: 2287.889648
	Iteration 24Q: 3 clusters Score -142333.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -142340.515625 Penalty: 2287.889648
	Iteration 25Q: 3 clusters Score -142340.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -142344.921875 Penalty: 2287.889648
	Iteration 26Q: 3 clusters Score -142344.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -142347.281250 Penalty: 2287.889648
	Iteration 27Q: 3 clusters Score -142347.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -142347.781250 Penalty: 2287.889648
	Iteration 28Q: 3 clusters Score -142347.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -142348.109375 Penalty: 2287.889648
	Iteration 29Q: 3 clusters Score -142348.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -142350.843750 Penalty: 2287.889648
	Iteration 30Q: 3 clusters Score -142350.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -142351.328125 Penalty: 2287.889648
	Iteration 31Q: 3 clusters Score -142351.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -142351.328125 Penalty: 2287.889648
	Iteration 32F: 3 clusters Score -142351.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (22693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Entering Unmasked Estep 
Score: -3456016.000000 Penalty: 1629.844482
	Iteration 0F: 2 clusters Score -3456016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -3442170.750000 Penalty: 3259.688965
	Iteration 0F: 3 clusters Score -3442171 nChanged 10349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -3447734.000000 Penalty: 3259.688965
	Iteration 1F: 3 clusters Score -3447734 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -3448114.500000 Penalty: 3259.688965
	Iteration 2Q: 3 clusters Score -3448114 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -3448485.750000 Penalty: 3259.688965
	Iteration 3Q: 3 clusters Score -3448486 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3448958.000000 Penalty: 3259.688965
	Iteration 4F: 3 clusters Score -3448958 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3449582.000000 Penalty: 3259.688965
	Iteration 5F: 3 clusters Score -3449582 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3450478.250000 Penalty: 3259.688965
	Iteration 6F: 3 clusters Score -3450478 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -3451601.750000 Penalty: 3259.688965
	Iteration 7F: 3 clusters Score -3451602 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3452831.000000 Penalty: 3259.688965
	Iteration 8F: 3 clusters Score -3452831 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -3453675.000000 Penalty: 3259.688965
	Iteration 9F: 3 clusters Score -3453675 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3454173.250000 Penalty: 3259.688965
	Iteration 10Q: 3 clusters Score -3454173 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -3454431.500000 Penalty: 3259.688965
	Iteration 11Q: 3 clusters Score -3454432 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -3454556.000000 Penalty: 3259.688965
	Iteration 12Q: 3 clusters Score -3454556 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -3454610.000000 Penalty: 3259.688965
	Iteration 13Q: 3 clusters Score -3454610 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3454656.250000 Penalty: 3259.688965
	Iteration 14Q: 3 clusters Score -3454656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -3454688.000000 Penalty: 3259.688965
	Iteration 15Q: 3 clusters Score -3454688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3454697.750000 Penalty: 3259.688965
	Iteration 16Q: 3 clusters Score -3454698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -3454709.750000 Penalty: 3259.688965
	Iteration 17Q: 3 clusters Score -3454710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3454713.000000 Penalty: 3259.688965
	Iteration 18Q: 3 clusters Score -3454713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -3454713.750000 Penalty: 3259.688965
	Iteration 19Q: 3 clusters Score -3454714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -3454710.750000 Penalty: 3259.688965
	Iteration 20F: 3 clusters Score -3454711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3454714.000000 Penalty: 3259.688965
	Iteration 21Q: 3 clusters Score -3454714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3454717.500000 Penalty: 3259.688965
	Iteration 22Q: 3 clusters Score -3454718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3454720.250000 Penalty: 3259.688965
	Iteration 23Q: 3 clusters Score -3454720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3454727.000000 Penalty: 3259.688965
	Iteration 24Q: 3 clusters Score -3454727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -3454732.500000 Penalty: 3259.688965
	Iteration 25Q: 3 clusters Score -3454732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -3454736.500000 Penalty: 3259.688965
	Iteration 26Q: 3 clusters Score -3454736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -3454735.250000 Penalty: 3259.688965
	Iteration 27Q: 3 clusters Score -3454735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -3454735.250000 Penalty: 3259.688965
	Iteration 28F: 3 clusters Score -3454735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (14767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Entering Unmasked Estep 
Score: -2247389.500000 Penalty: 1560.024414
	Iteration 0F: 2 clusters Score -2247390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2237587.500000 Penalty: 3120.048828
	Iteration 0F: 3 clusters Score -2237588 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2241158.500000 Penalty: 3120.048828
	Iteration 1F: 3 clusters Score -2241158 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2241536.250000 Penalty: 3120.048828
	Iteration 2F: 3 clusters Score -2241536 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2241880.500000 Penalty: 3120.048828
	Iteration 3F: 3 clusters Score -2241880 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2242207.000000 Penalty: 3120.048828
	Iteration 4Q: 3 clusters Score -2242207 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2242500.000000 Penalty: 3120.048828
	Iteration 5Q: 3 clusters Score -2242500 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2242784.750000 Penalty: 3120.048828
	Iteration 6Q: 3 clusters Score -2242785 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2243061.000000 Penalty: 3120.048828
	Iteration 7Q: 3 clusters Score -2243061 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2243381.000000 Penalty: 3120.048828
	Iteration 8Q: 3 clusters Score -2243381 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2243716.750000 Penalty: 3120.048828
	Iteration 9Q: 3 clusters Score -2243717 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2244084.250000 Penalty: 3120.048828
	Iteration 10Q: 3 clusters Score -2244084 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2244414.750000 Penalty: 3120.048828
	Iteration 11Q: 3 clusters Score -2244415 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2244725.250000 Penalty: 3120.048828
	Iteration 12Q: 3 clusters Score -2244725 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2244980.500000 Penalty: 3120.048828
	Iteration 13Q: 3 clusters Score -2244980 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2245214.750000 Penalty: 3120.048828
	Iteration 14Q: 3 clusters Score -2245215 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2245397.500000 Penalty: 3120.048828
	Iteration 15Q: 3 clusters Score -2245398 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2245546.000000 Penalty: 3120.048828
	Iteration 16Q: 3 clusters Score -2245546 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2245683.000000 Penalty: 3120.048828
	Iteration 17Q: 3 clusters Score -2245683 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2245766.250000 Penalty: 3120.048828
	Iteration 18Q: 3 clusters Score -2245766 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2245822.000000 Penalty: 3120.048828
	Iteration 19Q: 3 clusters Score -2245822 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2245882.500000 Penalty: 3120.048828
	Iteration 20F: 3 clusters Score -2245882 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2245948.250000 Penalty: 3120.048828
	Iteration 21Q: 3 clusters Score -2245948 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2246000.500000 Penalty: 3120.048828
	Iteration 22Q: 3 clusters Score -2246000 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2246031.000000 Penalty: 3120.048828
	Iteration 23Q: 3 clusters Score -2246031 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2246058.750000 Penalty: 3120.048828
	Iteration 24Q: 3 clusters Score -2246059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2246073.750000 Penalty: 3120.048828
	Iteration 25Q: 3 clusters Score -2246074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2246092.750000 Penalty: 3120.048828
	Iteration 26Q: 3 clusters Score -2246093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2246106.000000 Penalty: 3120.048828
	Iteration 27Q: 3 clusters Score -2246106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2246114.000000 Penalty: 3120.048828
	Iteration 28Q: 3 clusters Score -2246114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2246129.500000 Penalty: 3120.048828
	Iteration 29Q: 3 clusters Score -2246130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2246139.250000 Penalty: 3120.048828
	Iteration 30Q: 3 clusters Score -2246139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2246146.750000 Penalty: 3120.048828
	Iteration 31Q: 3 clusters Score -2246147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2246154.000000 Penalty: 3120.048828
	Iteration 32Q: 3 clusters Score -2246154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2246157.000000 Penalty: 3120.048828
	Iteration 33Q: 3 clusters Score -2246157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2246169.000000 Penalty: 3120.048828
	Iteration 34Q: 3 clusters Score -2246169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2246177.000000 Penalty: 3120.048828
	Iteration 35Q: 3 clusters Score -2246177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2246184.750000 Penalty: 3120.048828
	Iteration 36Q: 3 clusters Score -2246185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2246189.750000 Penalty: 3120.048828
	Iteration 37Q: 3 clusters Score -2246190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2246191.250000 Penalty: 3120.048828
	Iteration 38Q: 3 clusters Score -2246191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2246193.250000 Penalty: 3120.048828
	Iteration 39Q: 3 clusters Score -2246193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2246201.250000 Penalty: 3120.048828
	Iteration 40F: 3 clusters Score -2246201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2246206.250000 Penalty: 3120.048828
	Iteration 41Q: 3 clusters Score -2246206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2246209.250000 Penalty: 3120.048828
	Iteration 42Q: 3 clusters Score -2246209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2246214.500000 Penalty: 3120.048828
	Iteration 43Q: 3 clusters Score -2246214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2246216.000000 Penalty: 3120.048828
	Iteration 44Q: 3 clusters Score -2246216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2246215.000000 Penalty: 3120.048828
	Iteration 45Q: 3 clusters Score -2246215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2246216.500000 Penalty: 3120.048828
	Iteration 46Q: 3 clusters Score -2246216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2246219.250000 Penalty: 3120.048828
	Iteration 47Q: 3 clusters Score -2246219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2246219.500000 Penalty: 3120.048828
	Iteration 48Q: 3 clusters Score -2246220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2246219.500000 Penalty: 3120.048828
	Iteration 49F: 3 clusters Score -2246220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (17974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Entering Unmasked Estep 
Score: -2755167.500000 Penalty: 1591.960693
	Iteration 0F: 2 clusters Score -2755168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2743622.250000 Penalty: 3183.921387
	Iteration 0F: 3 clusters Score -2743622 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2748011.250000 Penalty: 3183.921387
	Iteration 1F: 3 clusters Score -2748011 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2748390.250000 Penalty: 3183.921387
	Iteration 2F: 3 clusters Score -2748390 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2748715.500000 Penalty: 3183.921387
	Iteration 3Q: 3 clusters Score -2748716 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2749002.500000 Penalty: 3183.921387
	Iteration 4Q: 3 clusters Score -2749002 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2749243.500000 Penalty: 3183.921387
	Iteration 5Q: 3 clusters Score -2749244 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2749416.750000 Penalty: 3183.921387
	Iteration 6Q: 3 clusters Score -2749417 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2749567.500000 Penalty: 3183.921387
	Iteration 7Q: 3 clusters Score -2749568 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2749715.750000 Penalty: 3183.921387
	Iteration 8Q: 3 clusters Score -2749716 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2749843.750000 Penalty: 3183.921387
	Iteration 9Q: 3 clusters Score -2749844 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2749942.250000 Penalty: 3183.921387
	Iteration 10Q: 3 clusters Score -2749942 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2750054.750000 Penalty: 3183.921387
	Iteration 11Q: 3 clusters Score -2750055 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2750190.250000 Penalty: 3183.921387
	Iteration 12Q: 3 clusters Score -2750190 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2750373.500000 Penalty: 3183.921387
	Iteration 13Q: 3 clusters Score -2750374 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2750604.250000 Penalty: 3183.921387
	Iteration 14Q: 3 clusters Score -2750604 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2750907.000000 Penalty: 3183.921387
	Iteration 15Q: 3 clusters Score -2750907 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2751213.000000 Penalty: 3183.921387
	Iteration 16Q: 3 clusters Score -2751213 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2751466.750000 Penalty: 3183.921387
	Iteration 17Q: 3 clusters Score -2751467 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2751665.500000 Penalty: 3183.921387
	Iteration 18Q: 3 clusters Score -2751666 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2751830.250000 Penalty: 3183.921387
	Iteration 19Q: 3 clusters Score -2751830 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2752005.750000 Penalty: 3183.921387
	Iteration 20F: 3 clusters Score -2752006 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2752187.500000 Penalty: 3183.921387
	Iteration 21Q: 3 clusters Score -2752188 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2752391.750000 Penalty: 3183.921387
	Iteration 22Q: 3 clusters Score -2752392 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2752585.250000 Penalty: 3183.921387
	Iteration 23Q: 3 clusters Score -2752585 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2752821.000000 Penalty: 3183.921387
	Iteration 24Q: 3 clusters Score -2752821 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2753064.500000 Penalty: 3183.921387
	Iteration 25Q: 3 clusters Score -2753064 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2753317.750000 Penalty: 3183.921387
	Iteration 26Q: 3 clusters Score -2753318 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2753545.750000 Penalty: 3183.921387
	Iteration 27Q: 3 clusters Score -2753546 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2753719.500000 Penalty: 3183.921387
	Iteration 28Q: 3 clusters Score -2753720 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2753829.250000 Penalty: 3183.921387
	Iteration 29Q: 3 clusters Score -2753829 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2753907.500000 Penalty: 3183.921387
	Iteration 30Q: 3 clusters Score -2753908 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2753944.750000 Penalty: 3183.921387
	Iteration 31Q: 3 clusters Score -2753945 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2753970.500000 Penalty: 3183.921387
	Iteration 32Q: 3 clusters Score -2753970 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2753984.000000 Penalty: 3183.921387
	Iteration 33Q: 3 clusters Score -2753984 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2754005.000000 Penalty: 3183.921387
	Iteration 34Q: 3 clusters Score -2754005 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2754008.250000 Penalty: 3183.921387
	Iteration 35Q: 3 clusters Score -2754008 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2754006.750000 Penalty: 3183.921387
	Iteration 36Q: 3 clusters Score -2754007 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2754010.500000 Penalty: 3183.921387
	Iteration 37Q: 3 clusters Score -2754010 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2754008.500000 Penalty: 3183.921387
	Iteration 38Q: 3 clusters Score -2754008 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2754007.000000 Penalty: 3183.921387
	Iteration 39Q: 3 clusters Score -2754007 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2754023.250000 Penalty: 3183.921387
	Iteration 40F: 3 clusters Score -2754023 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2754023.000000 Penalty: 3183.921387
	Iteration 41Q: 3 clusters Score -2754023 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2754023.000000 Penalty: 3183.921387
	Iteration 42Q: 3 clusters Score -2754023 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2754031.500000 Penalty: 3183.921387
	Iteration 43Q: 3 clusters Score -2754032 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2754026.500000 Penalty: 3183.921387
	Iteration 44Q: 3 clusters Score -2754026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2754019.250000 Penalty: 3183.921387
	Iteration 45Q: 3 clusters Score -2754019 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2754012.000000 Penalty: 3183.921387
	Iteration 46Q: 3 clusters Score -2754012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2754006.000000 Penalty: 3183.921387
	Iteration 47Q: 3 clusters Score -2754006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2754004.250000 Penalty: 3183.921387
	Iteration 48Q: 3 clusters Score -2754004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2754004.750000 Penalty: 3183.921387
	Iteration 49Q: 3 clusters Score -2754005 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2754003.500000 Penalty: 3183.921387
	Iteration 50Q: 3 clusters Score -2754004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2754000.750000 Penalty: 3183.921387
	Iteration 51Q: 3 clusters Score -2754001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2753999.750000 Penalty: 3183.921387
	Iteration 52Q: 3 clusters Score -2754000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2753997.500000 Penalty: 3183.921387
	Iteration 53Q: 3 clusters Score -2753998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2753997.000000 Penalty: 3183.921387
	Iteration 54Q: 3 clusters Score -2753997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2753996.500000 Penalty: 3183.921387
	Iteration 55Q: 3 clusters Score -2753996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2753990.250000 Penalty: 3183.921387
	Iteration 56Q: 3 clusters Score -2753990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2753985.000000 Penalty: 3183.921387
	Iteration 57Q: 3 clusters Score -2753985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2753988.500000 Penalty: 3183.921387
	Iteration 58Q: 3 clusters Score -2753988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2753980.250000 Penalty: 3183.921387
	Iteration 59Q: 3 clusters Score -2753980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2753976.000000 Penalty: 3183.921387
	Iteration 60F: 3 clusters Score -2753976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2753968.000000 Penalty: 3183.921387
	Iteration 61Q: 3 clusters Score -2753968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2753970.750000 Penalty: 3183.921387
	Iteration 62Q: 3 clusters Score -2753971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2753966.250000 Penalty: 3183.921387
	Iteration 63Q: 3 clusters Score -2753966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2753962.750000 Penalty: 3183.921387
	Iteration 64Q: 3 clusters Score -2753963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2753968.000000 Penalty: 3183.921387
	Iteration 65Q: 3 clusters Score -2753968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2753963.000000 Penalty: 3183.921387
	Iteration 66Q: 3 clusters Score -2753963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2753968.500000 Penalty: 3183.921387
	Iteration 67Q: 3 clusters Score -2753968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2753966.500000 Penalty: 3183.921387
	Iteration 68Q: 3 clusters Score -2753966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2753968.500000 Penalty: 3183.921387
	Iteration 69Q: 3 clusters Score -2753968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2753956.500000 Penalty: 3183.921387
	Iteration 70Q: 3 clusters Score -2753956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2753959.500000 Penalty: 3183.921387
	Iteration 71Q: 3 clusters Score -2753960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2753964.250000 Penalty: 3183.921387
	Iteration 72Q: 3 clusters Score -2753964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2753962.500000 Penalty: 3183.921387
	Iteration 73Q: 3 clusters Score -2753962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2753956.000000 Penalty: 3183.921387
	Iteration 74Q: 3 clusters Score -2753956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2753964.000000 Penalty: 3183.921387
	Iteration 75Q: 3 clusters Score -2753964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2753963.500000 Penalty: 3183.921387
	Iteration 76Q: 3 clusters Score -2753964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2753958.250000 Penalty: 3183.921387
	Iteration 77Q: 3 clusters Score -2753958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2753956.500000 Penalty: 3183.921387
	Iteration 78Q: 3 clusters Score -2753956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2753961.750000 Penalty: 3183.921387
	Iteration 79Q: 3 clusters Score -2753962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2753958.750000 Penalty: 3183.921387
	Iteration 80F: 3 clusters Score -2753959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (20435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Entering Unmasked Estep 
Score: -3116581.750000 Penalty: 1612.813110
	Iteration 0F: 2 clusters Score -3116582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3103749.500000 Penalty: 3225.626221
	Iteration 0F: 3 clusters Score -3103750 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -3108777.750000 Penalty: 3225.626221
	Iteration 1F: 3 clusters Score -3108778 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -3109183.000000 Penalty: 3225.626221
	Iteration 2F: 3 clusters Score -3109183 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3109582.500000 Penalty: 3225.626221
	Iteration 3Q: 3 clusters Score -3109582 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -3109996.500000 Penalty: 3225.626221
	Iteration 4Q: 3 clusters Score -3109996 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3110483.750000 Penalty: 3225.626221
	Iteration 5F: 3 clusters Score -3110484 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -3110986.750000 Penalty: 3225.626221
	Iteration 6F: 3 clusters Score -3110987 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -3111609.500000 Penalty: 3225.626221
	Iteration 7F: 3 clusters Score -3111610 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -3112340.250000 Penalty: 3225.626221
	Iteration 8F: 3 clusters Score -3112340 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -3113064.250000 Penalty: 3225.626221
	Iteration 9F: 3 clusters Score -3113064 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -3113735.000000 Penalty: 3225.626221
	Iteration 10Q: 3 clusters Score -3113735 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -3114337.000000 Penalty: 3225.626221
	Iteration 11Q: 3 clusters Score -3114337 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -3114675.750000 Penalty: 3225.626221
	Iteration 12Q: 3 clusters Score -3114676 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -3114894.500000 Penalty: 3225.626221
	Iteration 13Q: 3 clusters Score -3114894 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -3115036.250000 Penalty: 3225.626221
	Iteration 14Q: 3 clusters Score -3115036 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -3115085.250000 Penalty: 3225.626221
	Iteration 15Q: 3 clusters Score -3115085 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -3115138.000000 Penalty: 3225.626221
	Iteration 16Q: 3 clusters Score -3115138 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -3115180.500000 Penalty: 3225.626221
	Iteration 17Q: 3 clusters Score -3115180 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -3115203.750000 Penalty: 3225.626221
	Iteration 18Q: 3 clusters Score -3115204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -3115213.000000 Penalty: 3225.626221
	Iteration 19Q: 3 clusters Score -3115213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -3115225.750000 Penalty: 3225.626221
	Iteration 20F: 3 clusters Score -3115226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -3115246.500000 Penalty: 3225.626221
	Iteration 21Q: 3 clusters Score -3115246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -3115257.750000 Penalty: 3225.626221
	Iteration 22Q: 3 clusters Score -3115258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -3115263.500000 Penalty: 3225.626221
	Iteration 23Q: 3 clusters Score -3115264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3115271.000000 Penalty: 3225.626221
	Iteration 24Q: 3 clusters Score -3115271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -3115270.500000 Penalty: 3225.626221
	Iteration 25Q: 3 clusters Score -3115270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -3115280.000000 Penalty: 3225.626221
	Iteration 26Q: 3 clusters Score -3115280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -3115290.250000 Penalty: 3225.626221
	Iteration 27Q: 3 clusters Score -3115290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -3115288.250000 Penalty: 3225.626221
	Iteration 28Q: 3 clusters Score -3115288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -3115290.500000 Penalty: 3225.626221
	Iteration 29Q: 3 clusters Score -3115290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -3115288.000000 Penalty: 3225.626221
	Iteration 30Q: 3 clusters Score -3115288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -3115288.000000 Penalty: 3225.626221
	Iteration 31F: 3 clusters Score -3115288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -156933.437500 Penalty: 1133.504761
	Iteration 0F: 2 clusters Score -156933.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -155432.375000 Penalty: 2267.009521
	Iteration 0F: 3 clusters Score -155432.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -155705.421875 Penalty: 2267.009521
	Iteration 1F: 3 clusters Score -155705.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -155795.375000 Penalty: 2267.009521
	Iteration 2F: 3 clusters Score -155795.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -155852.687500 Penalty: 2267.009521
	Iteration 3Q: 3 clusters Score -155852.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -155900.796875 Penalty: 2267.009521
	Iteration 4Q: 3 clusters Score -155900.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -155929.890625 Penalty: 2267.009521
	Iteration 5Q: 3 clusters Score -155929.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -155939.218750 Penalty: 2267.009521
	Iteration 6Q: 3 clusters Score -155939.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -155946.875000 Penalty: 2267.009521
	Iteration 7Q: 3 clusters Score -155946.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -155955.359375 Penalty: 2267.009521
	Iteration 8Q: 3 clusters Score -155955.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -155960.375000 Penalty: 2267.009521
	Iteration 9Q: 3 clusters Score -155960.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -155964.125000 Penalty: 2267.009521
	Iteration 10Q: 3 clusters Score -155964.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -155968.453125 Penalty: 2267.009521
	Iteration 11Q: 3 clusters Score -155968.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -155976.546875 Penalty: 2267.009521
	Iteration 12Q: 3 clusters Score -155976.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -155988.796875 Penalty: 2267.009521
	Iteration 13Q: 3 clusters Score -155988.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -156001.500000 Penalty: 2267.009521
	Iteration 14Q: 3 clusters Score -156001.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -156014.140625 Penalty: 2267.009521
	Iteration 15Q: 3 clusters Score -156014.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -156020.593750 Penalty: 2267.009521
	Iteration 16Q: 3 clusters Score -156020.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -156024.984375 Penalty: 2267.009521
	Iteration 17Q: 3 clusters Score -156025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -156026.953125 Penalty: 2267.009521
	Iteration 18Q: 3 clusters Score -156027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -156027.484375 Penalty: 2267.009521
	Iteration 19Q: 3 clusters Score -156027.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -156027.484375 Penalty: 2267.009521
	Iteration 20F: 3 clusters Score -156027.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Entering Unmasked Estep 
Score: -308316.562500 Penalty: 1250.264771
	Iteration 0F: 2 clusters Score -308316.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -306127.000000 Penalty: 2500.529541
	Iteration 0F: 3 clusters Score -306127 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -306671.125000 Penalty: 2500.529541
	Iteration 1F: 3 clusters Score -306671.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -306814.687500 Penalty: 2500.529541
	Iteration 2F: 3 clusters Score -306814.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -306885.812500 Penalty: 2500.529541
	Iteration 3F: 3 clusters Score -306885.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -306944.687500 Penalty: 2500.529541
	Iteration 4Q: 3 clusters Score -306944.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -306981.718750 Penalty: 2500.529541
	Iteration 5Q: 3 clusters Score -306981.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -307006.906250 Penalty: 2500.529541
	Iteration 6Q: 3 clusters Score -307006.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -307044.218750 Penalty: 2500.529541
	Iteration 7Q: 3 clusters Score -307044.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -307077.625000 Penalty: 2500.529541
	Iteration 8Q: 3 clusters Score -307077.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -307096.843750 Penalty: 2500.529541
	Iteration 9Q: 3 clusters Score -307096.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -307105.968750 Penalty: 2500.529541
	Iteration 10Q: 3 clusters Score -307106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -307110.406250 Penalty: 2500.529541
	Iteration 11Q: 3 clusters Score -307110.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -307113.906250 Penalty: 2500.529541
	Iteration 12Q: 3 clusters Score -307113.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -307116.000000 Penalty: 2500.529541
	Iteration 13Q: 3 clusters Score -307116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -307121.218750 Penalty: 2500.529541
	Iteration 14Q: 3 clusters Score -307121.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -307126.281250 Penalty: 2500.529541
	Iteration 15Q: 3 clusters Score -307126.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -307130.937500 Penalty: 2500.529541
	Iteration 16Q: 3 clusters Score -307130.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -307138.562500 Penalty: 2500.529541
	Iteration 17Q: 3 clusters Score -307138.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -307143.312500 Penalty: 2500.529541
	Iteration 18Q: 3 clusters Score -307143.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -307148.093750 Penalty: 2500.529541
	Iteration 19Q: 3 clusters Score -307148.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -307152.343750 Penalty: 2500.529541
	Iteration 20F: 3 clusters Score -307152.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -307158.562500 Penalty: 2500.529541
	Iteration 21Q: 3 clusters Score -307158.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -307161.468750 Penalty: 2500.529541
	Iteration 22Q: 3 clusters Score -307161.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -307163.625000 Penalty: 2500.529541
	Iteration 23Q: 3 clusters Score -307163.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -307168.750000 Penalty: 2500.529541
	Iteration 24Q: 3 clusters Score -307168.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -307173.875000 Penalty: 2500.529541
	Iteration 25Q: 3 clusters Score -307173.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -307177.718750 Penalty: 2500.529541
	Iteration 26Q: 3 clusters Score -307177.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -307182.218750 Penalty: 2500.529541
	Iteration 27Q: 3 clusters Score -307182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -307183.718750 Penalty: 2500.529541
	Iteration 28Q: 3 clusters Score -307183.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -307185.843750 Penalty: 2500.529541
	Iteration 29Q: 3 clusters Score -307185.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -307186.843750 Penalty: 2500.529541
	Iteration 30Q: 3 clusters Score -307186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -307187.000000 Penalty: 2500.529541
	Iteration 31Q: 3 clusters Score -307187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -307187.437500 Penalty: 2500.529541
	Iteration 32Q: 3 clusters Score -307187.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -307187.437500 Penalty: 2500.529541
	Iteration 33F: 3 clusters Score -307187.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -316362.062500 Penalty: 1253.707642
	Iteration 0F: 2 clusters Score -316362.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -314110.750000 Penalty: 2507.415283
	Iteration 0F: 3 clusters Score -314110.8 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -314642.562500 Penalty: 2507.415283
	Iteration 1F: 3 clusters Score -314642.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -314801.156250 Penalty: 2507.415283
	Iteration 2F: 3 clusters Score -314801.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -314916.500000 Penalty: 2507.415283
	Iteration 3F: 3 clusters Score -314916.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -314980.437500 Penalty: 2507.415283
	Iteration 4Q: 3 clusters Score -314980.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -315033.843750 Penalty: 2507.415283
	Iteration 5Q: 3 clusters Score -315033.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -315069.218750 Penalty: 2507.415283
	Iteration 6Q: 3 clusters Score -315069.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -315090.500000 Penalty: 2507.415283
	Iteration 7Q: 3 clusters Score -315090.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -315105.687500 Penalty: 2507.415283
	Iteration 8Q: 3 clusters Score -315105.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -315115.906250 Penalty: 2507.415283
	Iteration 9Q: 3 clusters Score -315115.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -315126.312500 Penalty: 2507.415283
	Iteration 10Q: 3 clusters Score -315126.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -315133.750000 Penalty: 2507.415283
	Iteration 11Q: 3 clusters Score -315133.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -315139.687500 Penalty: 2507.415283
	Iteration 12Q: 3 clusters Score -315139.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -315150.906250 Penalty: 2507.415283
	Iteration 13Q: 3 clusters Score -315150.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -315160.312500 Penalty: 2507.415283
	Iteration 14Q: 3 clusters Score -315160.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -315170.031250 Penalty: 2507.415283
	Iteration 15Q: 3 clusters Score -315170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -315182.156250 Penalty: 2507.415283
	Iteration 16Q: 3 clusters Score -315182.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -315193.593750 Penalty: 2507.415283
	Iteration 17Q: 3 clusters Score -315193.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -315205.937500 Penalty: 2507.415283
	Iteration 18Q: 3 clusters Score -315205.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -315217.406250 Penalty: 2507.415283
	Iteration 19Q: 3 clusters Score -315217.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -315227.281250 Penalty: 2507.415283
	Iteration 20F: 3 clusters Score -315227.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -315239.093750 Penalty: 2507.415283
	Iteration 21Q: 3 clusters Score -315239.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -315254.000000 Penalty: 2507.415283
	Iteration 22Q: 3 clusters Score -315254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -315268.656250 Penalty: 2507.415283
	Iteration 23Q: 3 clusters Score -315268.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -315274.718750 Penalty: 2507.415283
	Iteration 24Q: 3 clusters Score -315274.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -315276.312500 Penalty: 2507.415283
	Iteration 25Q: 3 clusters Score -315276.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -315277.718750 Penalty: 2507.415283
	Iteration 26Q: 3 clusters Score -315277.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -315277.968750 Penalty: 2507.415283
	Iteration 27Q: 3 clusters Score -315278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -315277.968750 Penalty: 2507.415283
	Iteration 28F: 3 clusters Score -315278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (5165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Entering Unmasked Estep 
Score: -737900.375000 Penalty: 1389.319824
	Iteration 0F: 2 clusters Score -737900.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -733821.437500 Penalty: 2778.639648
	Iteration 0F: 3 clusters Score -733821.4 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -735051.437500 Penalty: 2778.639648
	Iteration 1F: 3 clusters Score -735051.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -735262.562500 Penalty: 2778.639648
	Iteration 2F: 3 clusters Score -735262.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -735400.500000 Penalty: 2778.639648
	Iteration 3F: 3 clusters Score -735400.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -735500.500000 Penalty: 2778.639648
	Iteration 4Q: 3 clusters Score -735500.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -735576.375000 Penalty: 2778.639648
	Iteration 5Q: 3 clusters Score -735576.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -735628.312500 Penalty: 2778.639648
	Iteration 6Q: 3 clusters Score -735628.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -735678.312500 Penalty: 2778.639648
	Iteration 7Q: 3 clusters Score -735678.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -735720.812500 Penalty: 2778.639648
	Iteration 8Q: 3 clusters Score -735720.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -735769.312500 Penalty: 2778.639648
	Iteration 9Q: 3 clusters Score -735769.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -735806.250000 Penalty: 2778.639648
	Iteration 10Q: 3 clusters Score -735806.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -735847.562500 Penalty: 2778.639648
	Iteration 11Q: 3 clusters Score -735847.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -735892.750000 Penalty: 2778.639648
	Iteration 12Q: 3 clusters Score -735892.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -735935.187500 Penalty: 2778.639648
	Iteration 13Q: 3 clusters Score -735935.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -735972.250000 Penalty: 2778.639648
	Iteration 14Q: 3 clusters Score -735972.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -736011.500000 Penalty: 2778.639648
	Iteration 15Q: 3 clusters Score -736011.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -736051.500000 Penalty: 2778.639648
	Iteration 16Q: 3 clusters Score -736051.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -736092.125000 Penalty: 2778.639648
	Iteration 17Q: 3 clusters Score -736092.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -736126.750000 Penalty: 2778.639648
	Iteration 18Q: 3 clusters Score -736126.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -736164.250000 Penalty: 2778.639648
	Iteration 19Q: 3 clusters Score -736164.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -736197.562500 Penalty: 2778.639648
	Iteration 20F: 3 clusters Score -736197.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -736223.437500 Penalty: 2778.639648
	Iteration 21Q: 3 clusters Score -736223.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -736253.062500 Penalty: 2778.639648
	Iteration 22Q: 3 clusters Score -736253.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -736272.625000 Penalty: 2778.639648
	Iteration 23Q: 3 clusters Score -736272.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -736288.875000 Penalty: 2778.639648
	Iteration 24Q: 3 clusters Score -736288.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -736308.812500 Penalty: 2778.639648
	Iteration 25Q: 3 clusters Score -736308.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -736330.625000 Penalty: 2778.639648
	Iteration 26Q: 3 clusters Score -736330.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -736357.375000 Penalty: 2778.639648
	Iteration 27Q: 3 clusters Score -736357.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -736377.562500 Penalty: 2778.639648
	Iteration 28Q: 3 clusters Score -736377.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -736395.687500 Penalty: 2778.639648
	Iteration 29Q: 3 clusters Score -736395.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -736409.562500 Penalty: 2778.639648
	Iteration 30Q: 3 clusters Score -736409.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -736428.750000 Penalty: 2778.639648
	Iteration 31Q: 3 clusters Score -736428.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -736446.750000 Penalty: 2778.639648
	Iteration 32Q: 3 clusters Score -736446.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -736467.687500 Penalty: 2778.639648
	Iteration 33Q: 3 clusters Score -736467.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -736487.875000 Penalty: 2778.639648
	Iteration 34Q: 3 clusters Score -736487.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -736502.625000 Penalty: 2778.639648
	Iteration 35Q: 3 clusters Score -736502.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -736519.312500 Penalty: 2778.639648
	Iteration 36Q: 3 clusters Score -736519.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -736544.375000 Penalty: 2778.639648
	Iteration 37Q: 3 clusters Score -736544.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -736563.500000 Penalty: 2778.639648
	Iteration 38Q: 3 clusters Score -736563.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -736575.937500 Penalty: 2778.639648
	Iteration 39Q: 3 clusters Score -736575.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -736585.750000 Penalty: 2778.639648
	Iteration 40F: 3 clusters Score -736585.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -736598.875000 Penalty: 2778.639648
	Iteration 41Q: 3 clusters Score -736598.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -736614.687500 Penalty: 2778.639648
	Iteration 42Q: 3 clusters Score -736614.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -736636.000000 Penalty: 2778.639648
	Iteration 43Q: 3 clusters Score -736636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -736655.437500 Penalty: 2778.639648
	Iteration 44Q: 3 clusters Score -736655.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -736676.500000 Penalty: 2778.639648
	Iteration 45Q: 3 clusters Score -736676.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -736703.437500 Penalty: 2778.639648
	Iteration 46Q: 3 clusters Score -736703.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -736731.000000 Penalty: 2778.639648
	Iteration 47Q: 3 clusters Score -736731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -736778.000000 Penalty: 2778.639648
	Iteration 48Q: 3 clusters Score -736778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -736839.875000 Penalty: 2778.639648
	Iteration 49Q: 3 clusters Score -736839.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -736880.687500 Penalty: 2778.639648
	Iteration 50Q: 3 clusters Score -736880.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -736918.312500 Penalty: 2778.639648
	Iteration 51Q: 3 clusters Score -736918.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -736946.500000 Penalty: 2778.639648
	Iteration 52Q: 3 clusters Score -736946.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -736971.875000 Penalty: 2778.639648
	Iteration 53Q: 3 clusters Score -736971.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -736994.187500 Penalty: 2778.639648
	Iteration 54Q: 3 clusters Score -736994.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -737013.750000 Penalty: 2778.639648
	Iteration 55Q: 3 clusters Score -737013.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -737030.562500 Penalty: 2778.639648
	Iteration 56Q: 3 clusters Score -737030.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -737050.750000 Penalty: 2778.639648
	Iteration 57Q: 3 clusters Score -737050.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -737067.187500 Penalty: 2778.639648
	Iteration 58Q: 3 clusters Score -737067.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -737078.250000 Penalty: 2778.639648
	Iteration 59Q: 3 clusters Score -737078.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -737087.812500 Penalty: 2778.639648
	Iteration 60F: 3 clusters Score -737087.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -737098.250000 Penalty: 2778.639648
	Iteration 61Q: 3 clusters Score -737098.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -737108.812500 Penalty: 2778.639648
	Iteration 62Q: 3 clusters Score -737108.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -737119.812500 Penalty: 2778.639648
	Iteration 63Q: 3 clusters Score -737119.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -737131.250000 Penalty: 2778.639648
	Iteration 64Q: 3 clusters Score -737131.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -737149.562500 Penalty: 2778.639648
	Iteration 65Q: 3 clusters Score -737149.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -737170.875000 Penalty: 2778.639648
	Iteration 66Q: 3 clusters Score -737170.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -737185.625000 Penalty: 2778.639648
	Iteration 67Q: 3 clusters Score -737185.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -737197.250000 Penalty: 2778.639648
	Iteration 68Q: 3 clusters Score -737197.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -737206.250000 Penalty: 2778.639648
	Iteration 69Q: 3 clusters Score -737206.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -737213.062500 Penalty: 2778.639648
	Iteration 70Q: 3 clusters Score -737213.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -737215.750000 Penalty: 2778.639648
	Iteration 71Q: 3 clusters Score -737215.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -737218.250000 Penalty: 2778.639648
	Iteration 72Q: 3 clusters Score -737218.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -737220.312500 Penalty: 2778.639648
	Iteration 73Q: 3 clusters Score -737220.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -737223.812500 Penalty: 2778.639648
	Iteration 74Q: 3 clusters Score -737223.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -737227.437500 Penalty: 2778.639648
	Iteration 75Q: 3 clusters Score -737227.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -737232.375000 Penalty: 2778.639648
	Iteration 76Q: 3 clusters Score -737232.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -737232.625000 Penalty: 2778.639648
	Iteration 77Q: 3 clusters Score -737232.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -737236.187500 Penalty: 2778.639648
	Iteration 78Q: 3 clusters Score -737236.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -737240.937500 Penalty: 2778.639648
	Iteration 79Q: 3 clusters Score -737240.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -737244.937500 Penalty: 2778.639648
	Iteration 80F: 3 clusters Score -737244.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -737246.937500 Penalty: 2778.639648
	Iteration 81Q: 3 clusters Score -737246.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -737247.625000 Penalty: 2778.639648
	Iteration 82Q: 3 clusters Score -737247.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -737247.875000 Penalty: 2778.639648
	Iteration 83Q: 3 clusters Score -737247.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -737249.375000 Penalty: 2778.639648
	Iteration 84Q: 3 clusters Score -737249.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -737251.000000 Penalty: 2778.639648
	Iteration 85Q: 3 clusters Score -737251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -737250.312500 Penalty: 2778.639648
	Iteration 86Q: 3 clusters Score -737250.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -737251.187500 Penalty: 2778.639648
	Iteration 87Q: 3 clusters Score -737251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -737251.250000 Penalty: 2778.639648
	Iteration 88Q: 3 clusters Score -737251.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -737253.437500 Penalty: 2778.639648
	Iteration 89Q: 3 clusters Score -737253.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -737253.625000 Penalty: 2778.639648
	Iteration 90Q: 3 clusters Score -737253.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -737253.625000 Penalty: 2778.639648
	Iteration 91Q: 3 clusters Score -737253.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -737253.437500 Penalty: 2778.639648
	Iteration 92Q: 3 clusters Score -737253.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -737254.312500 Penalty: 2778.639648
	Iteration 93Q: 3 clusters Score -737254.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -737254.062500 Penalty: 2778.639648
	Iteration 94Q: 3 clusters Score -737254.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -737254.062500 Penalty: 2778.639648
	Iteration 95F: 3 clusters Score -737254.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (1225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Entering Unmasked Estep 
Score: -155845.734375 Penalty: 1155.488159
	Iteration 0F: 2 clusters Score -155845.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -154283.390625 Penalty: 2310.976318
	Iteration 0F: 3 clusters Score -154283.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -154701.703125 Penalty: 2310.976318
	Iteration 1F: 3 clusters Score -154701.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -154926.828125 Penalty: 2310.976318
	Iteration 2F: 3 clusters Score -154926.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -155105.312500 Penalty: 2310.976318
	Iteration 3F: 3 clusters Score -155105.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -155210.609375 Penalty: 2310.976318
	Iteration 4F: 3 clusters Score -155210.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -155286.984375 Penalty: 2310.976318
	Iteration 5Q: 3 clusters Score -155287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -155341.265625 Penalty: 2310.976318
	Iteration 6Q: 3 clusters Score -155341.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -155371.296875 Penalty: 2310.976318
	Iteration 7Q: 3 clusters Score -155371.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -155391.437500 Penalty: 2310.976318
	Iteration 8Q: 3 clusters Score -155391.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -155411.000000 Penalty: 2310.976318
	Iteration 9Q: 3 clusters Score -155411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -155427.875000 Penalty: 2310.976318
	Iteration 10Q: 3 clusters Score -155427.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -155447.859375 Penalty: 2310.976318
	Iteration 11Q: 3 clusters Score -155447.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -155472.421875 Penalty: 2310.976318
	Iteration 12Q: 3 clusters Score -155472.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -155523.125000 Penalty: 2310.976318
	Iteration 13Q: 3 clusters Score -155523.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -155555.531250 Penalty: 2310.976318
	Iteration 14Q: 3 clusters Score -155555.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -155589.640625 Penalty: 2310.976318
	Iteration 15Q: 3 clusters Score -155589.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -155629.203125 Penalty: 2310.976318
	Iteration 16Q: 3 clusters Score -155629.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -155645.187500 Penalty: 2310.976318
	Iteration 17Q: 3 clusters Score -155645.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -155665.218750 Penalty: 2310.976318
	Iteration 18Q: 3 clusters Score -155665.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -155678.765625 Penalty: 2310.976318
	Iteration 19Q: 3 clusters Score -155678.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -155695.968750 Penalty: 2310.976318
	Iteration 20F: 3 clusters Score -155696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -155709.703125 Penalty: 2310.976318
	Iteration 21Q: 3 clusters Score -155709.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -155722.656250 Penalty: 2310.976318
	Iteration 22Q: 3 clusters Score -155722.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -155736.343750 Penalty: 2310.976318
	Iteration 23Q: 3 clusters Score -155736.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -155748.281250 Penalty: 2310.976318
	Iteration 24Q: 3 clusters Score -155748.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -155757.796875 Penalty: 2310.976318
	Iteration 25Q: 3 clusters Score -155757.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -155764.828125 Penalty: 2310.976318
	Iteration 26Q: 3 clusters Score -155764.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -155775.093750 Penalty: 2310.976318
	Iteration 27Q: 3 clusters Score -155775.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -155784.015625 Penalty: 2310.976318
	Iteration 28Q: 3 clusters Score -155784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -155797.062500 Penalty: 2310.976318
	Iteration 29Q: 3 clusters Score -155797.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -155806.281250 Penalty: 2310.976318
	Iteration 30Q: 3 clusters Score -155806.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -155813.640625 Penalty: 2310.976318
	Iteration 31Q: 3 clusters Score -155813.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -155819.359375 Penalty: 2310.976318
	Iteration 32Q: 3 clusters Score -155819.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -155824.984375 Penalty: 2310.976318
	Iteration 33Q: 3 clusters Score -155825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -155829.015625 Penalty: 2310.976318
	Iteration 34Q: 3 clusters Score -155829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -155838.218750 Penalty: 2310.976318
	Iteration 35Q: 3 clusters Score -155838.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -155841.281250 Penalty: 2310.976318
	Iteration 36Q: 3 clusters Score -155841.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -155841.281250 Penalty: 2310.976318
	Iteration 37F: 3 clusters Score -155841.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (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: -44614.703125 Penalty: 943.334412
	Iteration 0F: 2 clusters Score -44614.7 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 163 members 
Entering Unmasked Estep 
Score: -43674.011719 Penalty: 1886.668823
	Iteration 0F: 3 clusters Score -43674.01 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43782.140625 Penalty: 1886.668823
	Iteration 1F: 3 clusters Score -43782.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43811.574219 Penalty: 1886.668823
	Iteration 2Q: 3 clusters Score -43811.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43825.445312 Penalty: 1886.668823
	Iteration 3Q: 3 clusters Score -43825.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43829.800781 Penalty: 1886.668823
	Iteration 4Q: 3 clusters Score -43829.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43835.140625 Penalty: 1886.668823
	Iteration 5Q: 3 clusters Score -43835.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43837.285156 Penalty: 1886.668823
	Iteration 6Q: 3 clusters Score -43837.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43837.285156 Penalty: 1886.668823
	Iteration 7F: 3 clusters Score -43837.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (2271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Entering Unmasked Estep 
Score: -299819.250000 Penalty: 1255.796021
	Iteration 0F: 2 clusters Score -299819.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -297532.531250 Penalty: 2511.592041
	Iteration 0F: 3 clusters Score -297532.5 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -298173.062500 Penalty: 2511.592041
	Iteration 1F: 3 clusters Score -298173.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -298379.187500 Penalty: 2511.592041
	Iteration 2F: 3 clusters Score -298379.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -298538.062500 Penalty: 2511.592041
	Iteration 3F: 3 clusters Score -298538.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -298698.687500 Penalty: 2511.592041
	Iteration 4F: 3 clusters Score -298698.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -298838.125000 Penalty: 2511.592041
	Iteration 5F: 3 clusters Score -298838.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -298942.812500 Penalty: 2511.592041
	Iteration 6Q: 3 clusters Score -298942.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -299003.187500 Penalty: 2511.592041
	Iteration 7Q: 3 clusters Score -299003.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -299056.968750 Penalty: 2511.592041
	Iteration 8Q: 3 clusters Score -299057 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -299090.656250 Penalty: 2511.592041
	Iteration 9Q: 3 clusters Score -299090.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -299113.062500 Penalty: 2511.592041
	Iteration 10Q: 3 clusters Score -299113.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -299132.656250 Penalty: 2511.592041
	Iteration 11Q: 3 clusters Score -299132.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -299146.687500 Penalty: 2511.592041
	Iteration 12Q: 3 clusters Score -299146.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -299158.781250 Penalty: 2511.592041
	Iteration 13Q: 3 clusters Score -299158.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -299167.093750 Penalty: 2511.592041
	Iteration 14Q: 3 clusters Score -299167.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -299179.031250 Penalty: 2511.592041
	Iteration 15Q: 3 clusters Score -299179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -299189.093750 Penalty: 2511.592041
	Iteration 16Q: 3 clusters Score -299189.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -299199.375000 Penalty: 2511.592041
	Iteration 17Q: 3 clusters Score -299199.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -299211.500000 Penalty: 2511.592041
	Iteration 18Q: 3 clusters Score -299211.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -299219.593750 Penalty: 2511.592041
	Iteration 19Q: 3 clusters Score -299219.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -299224.500000 Penalty: 2511.592041
	Iteration 20F: 3 clusters Score -299224.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -299229.843750 Penalty: 2511.592041
	Iteration 21Q: 3 clusters Score -299229.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -299232.000000 Penalty: 2511.592041
	Iteration 22Q: 3 clusters Score -299232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -299234.031250 Penalty: 2511.592041
	Iteration 23Q: 3 clusters Score -299234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -299235.687500 Penalty: 2511.592041
	Iteration 24Q: 3 clusters Score -299235.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -299239.625000 Penalty: 2511.592041
	Iteration 25Q: 3 clusters Score -299239.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -299241.375000 Penalty: 2511.592041
	Iteration 26Q: 3 clusters Score -299241.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -299245.093750 Penalty: 2511.592041
	Iteration 27Q: 3 clusters Score -299245.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -299248.437500 Penalty: 2511.592041
	Iteration 28Q: 3 clusters Score -299248.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -299251.343750 Penalty: 2511.592041
	Iteration 29Q: 3 clusters Score -299251.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -299253.500000 Penalty: 2511.592041
	Iteration 30Q: 3 clusters Score -299253.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -299254.843750 Penalty: 2511.592041
	Iteration 31Q: 3 clusters Score -299254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -299255.406250 Penalty: 2511.592041
	Iteration 32Q: 3 clusters Score -299255.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -299255.406250 Penalty: 2511.592041
	Iteration 33F: 3 clusters Score -299255.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (15446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Entering Unmasked Estep 
Score: -2156528.500000 Penalty: 1567.329590
	Iteration 0F: 2 clusters Score -2156528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2145951.000000 Penalty: 3134.659180
	Iteration 0F: 3 clusters Score -2145951 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2149727.750000 Penalty: 3134.659180
	Iteration 1F: 3 clusters Score -2149728 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2150143.500000 Penalty: 3134.659180
	Iteration 2F: 3 clusters Score -2150144 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2150512.750000 Penalty: 3134.659180
	Iteration 3F: 3 clusters Score -2150513 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2150899.000000 Penalty: 3134.659180
	Iteration 4F: 3 clusters Score -2150899 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2151307.250000 Penalty: 3134.659180
	Iteration 5Q: 3 clusters Score -2151307 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2151766.000000 Penalty: 3134.659180
	Iteration 6F: 3 clusters Score -2151766 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2152247.500000 Penalty: 3134.659180
	Iteration 7F: 3 clusters Score -2152248 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2152718.000000 Penalty: 3134.659180
	Iteration 8Q: 3 clusters Score -2152718 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2153205.000000 Penalty: 3134.659180
	Iteration 9Q: 3 clusters Score -2153205 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2153627.500000 Penalty: 3134.659180
	Iteration 10Q: 3 clusters Score -2153628 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2153987.250000 Penalty: 3134.659180
	Iteration 11Q: 3 clusters Score -2153987 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2154294.500000 Penalty: 3134.659180
	Iteration 12Q: 3 clusters Score -2154294 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2154522.500000 Penalty: 3134.659180
	Iteration 13Q: 3 clusters Score -2154522 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2154701.250000 Penalty: 3134.659180
	Iteration 14Q: 3 clusters Score -2154701 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2154846.500000 Penalty: 3134.659180
	Iteration 15Q: 3 clusters Score -2154846 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2154969.500000 Penalty: 3134.659180
	Iteration 16Q: 3 clusters Score -2154970 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2155066.250000 Penalty: 3134.659180
	Iteration 17Q: 3 clusters Score -2155066 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2155129.500000 Penalty: 3134.659180
	Iteration 18Q: 3 clusters Score -2155130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2155179.000000 Penalty: 3134.659180
	Iteration 19Q: 3 clusters Score -2155179 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2155214.000000 Penalty: 3134.659180
	Iteration 20F: 3 clusters Score -2155214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2155257.750000 Penalty: 3134.659180
	Iteration 21Q: 3 clusters Score -2155258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2155287.500000 Penalty: 3134.659180
	Iteration 22Q: 3 clusters Score -2155288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2155311.750000 Penalty: 3134.659180
	Iteration 23Q: 3 clusters Score -2155312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2155335.250000 Penalty: 3134.659180
	Iteration 24Q: 3 clusters Score -2155335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2155354.750000 Penalty: 3134.659180
	Iteration 25Q: 3 clusters Score -2155355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2155368.500000 Penalty: 3134.659180
	Iteration 26Q: 3 clusters Score -2155368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2155382.750000 Penalty: 3134.659180
	Iteration 27Q: 3 clusters Score -2155383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2155392.750000 Penalty: 3134.659180
	Iteration 28Q: 3 clusters Score -2155393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2155401.500000 Penalty: 3134.659180
	Iteration 29Q: 3 clusters Score -2155402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2155405.500000 Penalty: 3134.659180
	Iteration 30Q: 3 clusters Score -2155406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2155413.750000 Penalty: 3134.659180
	Iteration 31Q: 3 clusters Score -2155414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2155416.500000 Penalty: 3134.659180
	Iteration 32Q: 3 clusters Score -2155416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2155420.000000 Penalty: 3134.659180
	Iteration 33Q: 3 clusters Score -2155420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2155421.000000 Penalty: 3134.659180
	Iteration 34Q: 3 clusters Score -2155421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2155419.000000 Penalty: 3134.659180
	Iteration 35Q: 3 clusters Score -2155419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2155421.000000 Penalty: 3134.659180
	Iteration 36Q: 3 clusters Score -2155421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2155423.250000 Penalty: 3134.659180
	Iteration 37Q: 3 clusters Score -2155423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2155423.250000 Penalty: 3134.659180
	Iteration 38F: 3 clusters Score -2155423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16492 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22554 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7953 members 
Mstep: Class 25 contains 13290 members 
Mstep: Class 26 contains 8070 members 
Mstep: Class 27 contains 12272 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11820 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 24910 members 
Mstep: Class 44 contains 16407 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12862 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14626 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22693 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944952.000000 Penalty: 172990.062500
Iteration 479Q: 81 clusters Score -8.594495e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22563 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13291 members 
Mstep: Class 26 contains 8070 members 
Mstep: Class 27 contains 12267 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11817 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3464 members 
Mstep: Class 43 contains 24905 members 
Mstep: Class 44 contains 16410 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12861 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22693 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5165 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944968.000000 Penalty: 172990.062500
Iteration 480F: 81 clusters Score -8.594497e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22566 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 13290 members 
Mstep: Class 26 contains 8070 members 
Mstep: Class 27 contains 12264 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11816 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24904 members 
Mstep: Class 44 contains 16410 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12861 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22694 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5166 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944992.000000 Penalty: 172990.062500
Iteration 481Q: 81 clusters Score -8.594499e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16490 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22571 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7952 members 
Mstep: Class 25 contains 13290 members 
Mstep: Class 26 contains 8071 members 
Mstep: Class 27 contains 12262 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11815 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24901 members 
Mstep: Class 44 contains 16411 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12863 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22694 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5166 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944960.000000 Penalty: 172990.062500
Iteration 482Q: 81 clusters Score -8.594496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16490 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22572 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7951 members 
Mstep: Class 25 contains 13289 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 12263 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11814 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24902 members 
Mstep: Class 44 contains 16410 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12862 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22694 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5166 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944920.000000 Penalty: 172990.062500
Iteration 483Q: 81 clusters Score -8.594492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16490 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22565 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7950 members 
Mstep: Class 25 contains 13291 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 12261 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11813 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24902 members 
Mstep: Class 44 contains 16410 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12870 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22694 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5167 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944904.000000 Penalty: 172990.062500
Iteration 484Q: 81 clusters Score -8.59449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16490 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22568 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7949 members 
Mstep: Class 25 contains 13291 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 12262 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11810 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24897 members 
Mstep: Class 44 contains 16410 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12874 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22694 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5168 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944880.000000 Penalty: 172990.062500
Iteration 485Q: 81 clusters Score -8.594488e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16490 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22571 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7948 members 
Mstep: Class 25 contains 13290 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 12263 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11809 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24891 members 
Mstep: Class 44 contains 16411 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12878 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22693 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5170 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944896.000000 Penalty: 172990.062500
Iteration 486Q: 81 clusters Score -8.59449e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16490 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22576 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7948 members 
Mstep: Class 25 contains 13290 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 12263 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11806 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24886 members 
Mstep: Class 44 contains 16410 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12882 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22693 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5170 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944912.000000 Penalty: 172990.062500
Iteration 487Q: 81 clusters Score -8.594491e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16490 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22580 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7948 members 
Mstep: Class 25 contains 13290 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 12262 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11805 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24884 members 
Mstep: Class 44 contains 16410 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12883 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22692 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5170 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944904.000000 Penalty: 172990.062500
Iteration 488Q: 81 clusters Score -8.59449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16490 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22580 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7948 members 
Mstep: Class 25 contains 13290 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 12262 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11802 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24884 members 
Mstep: Class 44 contains 16410 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12886 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22692 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5170 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944888.000000 Penalty: 172990.062500
Iteration 489Q: 81 clusters Score -8.594489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16490 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22580 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7948 members 
Mstep: Class 25 contains 13290 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 12263 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11801 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24883 members 
Mstep: Class 44 contains 16409 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12886 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22694 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5170 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944872.000000 Penalty: 172990.062500
Iteration 490Q: 81 clusters Score -8.594487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16490 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22581 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7948 members 
Mstep: Class 25 contains 13291 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 12261 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11800 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24883 members 
Mstep: Class 44 contains 16407 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12887 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22696 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5170 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944872.000000 Penalty: 172990.062500
Iteration 491Q: 81 clusters Score -8.594487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16490 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 22585 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7948 members 
Mstep: Class 25 contains 13291 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 12257 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3025 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11798 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24883 members 
Mstep: Class 44 contains 16408 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12888 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22696 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5170 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944880.000000 Penalty: 172990.062500
Iteration 492Q: 81 clusters Score -8.594488e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16490 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 22583 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7948 members 
Mstep: Class 25 contains 13292 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 12254 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3026 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11796 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24884 members 
Mstep: Class 44 contains 16408 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12892 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22695 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5170 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944880.000000 Penalty: 172990.062500
Iteration 493Q: 81 clusters Score -8.594488e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 22582 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7948 members 
Mstep: Class 25 contains 13293 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 12253 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3026 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11792 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24889 members 
Mstep: Class 44 contains 16407 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12898 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22689 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5170 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944912.000000 Penalty: 172990.062500
Iteration 494Q: 81 clusters Score -8.594491e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 22579 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7948 members 
Mstep: Class 25 contains 13293 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 12256 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3026 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11790 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24894 members 
Mstep: Class 44 contains 16406 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12902 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22684 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5170 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944888.000000 Penalty: 172990.062500
Iteration 495Q: 81 clusters Score -8.594489e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16493 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 22577 members 
Mstep: Class 13 contains 8313 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7949 members 
Mstep: Class 25 contains 13293 members 
Mstep: Class 26 contains 8071 members 
Mstep: Class 27 contains 12256 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3026 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11790 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24898 members 
Mstep: Class 44 contains 16406 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12904 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14967 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22679 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5170 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944904.000000 Penalty: 172990.062500
Iteration 496Q: 81 clusters Score -8.59449e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16493 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 22578 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7949 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 12254 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3026 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11789 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24899 members 
Mstep: Class 44 contains 16404 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12907 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22677 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5170 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944888.000000 Penalty: 172990.062500
Iteration 497Q: 81 clusters Score -8.594489e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16493 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 22579 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7949 members 
Mstep: Class 25 contains 13295 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 12251 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3026 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11789 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24898 members 
Mstep: Class 44 contains 16405 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12908 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22678 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5170 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944936.000000 Penalty: 172990.062500
Iteration 498Q: 81 clusters Score -8.594494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16493 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 22581 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7949 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 12249 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3026 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11789 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24896 members 
Mstep: Class 44 contains 16408 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12907 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22678 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5170 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944928.000000 Penalty: 172990.062500
Iteration 499Q: 81 clusters Score -8.594493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 16493 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 29674 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 203 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 22581 members 
Mstep: Class 13 contains 8316 members 
Mstep: Class 14 contains 11091 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 16997 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 502 members 
Mstep: Class 24 contains 7949 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 8071 members 
Mstep: Class 27 contains 12249 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 8195 members 
Mstep: Class 31 contains 3716 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 3026 members 
Mstep: Class 34 contains 1641 members 
Mstep: Class 35 contains 518 members 
Mstep: Class 36 contains 11788 members 
Mstep: Class 37 contains 605 members 
Mstep: Class 38 contains 31404 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 3452 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 24892 members 
Mstep: Class 44 contains 16409 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 3991 members 
Mstep: Class 47 contains 19145 members 
Mstep: Class 48 contains 2778 members 
Mstep: Class 49 contains 12694 members 
Mstep: Class 50 contains 767 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1326 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 12908 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1281 members 
Mstep: Class 57 contains 14627 members 
Mstep: Class 58 contains 6107 members 
Mstep: Class 59 contains 4718 members 
Mstep: Class 60 contains 1176 members 
Mstep: Class 61 contains 1956 members 
Mstep: Class 62 contains 14965 members 
Mstep: Class 63 contains 19621 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 1361 members 
Mstep: Class 66 contains 1655 members 
Mstep: Class 67 contains 1159 members 
Mstep: Class 68 contains 1141 members 
Mstep: Class 69 contains 22681 members 
Mstep: Class 70 contains 14767 members 
Mstep: Class 71 contains 17974 members 
Mstep: Class 72 contains 20435 members 
Mstep: Class 73 contains 1070 members 
Mstep: Class 74 contains 2195 members 
Mstep: Class 75 contains 2242 members 
Mstep: Class 76 contains 5170 members 
Mstep: Class 77 contains 1225 members 
Mstep: Class 78 contains 332 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 15447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85944936.000000 Penalty: 172990.062500
Iteration 500F: 81 clusters Score -8.594494e+07 nChanged 8
Maximum iterations exceeded
--- Evaluating fit on full set of 1804043 points ---
Entering Unmasked Estep 
Score: -257675744.000000 Penalty: 187272.031250
21->81 Clusters: Score -257675744.000000, best is -257698576.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 601347 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 28622 members 
Mstep: Class 3 contains 28732 members 
Mstep: Class 4 contains 28691 members 
Mstep: Class 5 contains 28852 members 
Mstep: Class 6 contains 28623 members 
Mstep: Class 7 contains 28732 members 
Mstep: Class 8 contains 28725 members 
Mstep: Class 9 contains 28632 members 
Mstep: Class 10 contains 28821 members 
Mstep: Class 11 contains 28616 members 
Mstep: Class 12 contains 28598 members 
Mstep: Class 13 contains 28661 members 
Mstep: Class 14 contains 28736 members 
Mstep: Class 15 contains 28416 members 
Mstep: Class 16 contains 28706 members 
Mstep: Class 17 contains 28618 members 
Mstep: Class 18 contains 28645 members 
Mstep: Class 19 contains 28399 members 
Mstep: Class 20 contains 28481 members 
Mstep: Class 21 contains 28516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 185.621918 but Gain 2162.375000
Score: -76417616.000000 Penalty: 43247.515625
Iteration 0F: 21 clusters Score -7.641762e+07 nChanged 572387
Entering Unmasked Mstep 
Mstep: Class 0 contains 1049 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 3 contains 8200 members 
Mstep: Class 4 contains 1322 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 3509 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 486368 members 
Mstep: Class 9 contains 6655 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 2552 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 1575 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 3102 members 
Mstep: Class 16 contains 883 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 584 members 
Mstep: Class 20 contains 51382 members 
Mstep: Class 21 contains 6877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 787.994690 but Gain 2162.375000
Score: -81686352.000000 Penalty: 41085.140625
Iteration 1F: 20 clusters Score -8.168635e+07 nChanged 102995
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 3 contains 8531 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 3403 members 
Mstep: Class 7 contains 19345 members 
Mstep: Class 8 contains 455891 members 
Mstep: Class 9 contains 7134 members 
Mstep: Class 10 contains 954 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 6698 members 
Mstep: Class 13 contains 1220 members 
Mstep: Class 14 contains 2990 members 
Mstep: Class 15 contains 1580 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 17 contains 3459 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 719 members 
Mstep: Class 20 contains 63562 members 
Mstep: Class 21 contains 7052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 879.859436 but Gain 2162.378906
Score: -82916000.000000 Penalty: 38922.761719
Iteration 2F: 19 clusters Score -8.2916e+07 nChanged 63831
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 3 contains 7643 members 
Mstep: Class 6 contains 1611 members 
Mstep: Class 7 contains 24004 members 
Mstep: Class 8 contains 423280 members 
Mstep: Class 9 contains 7535 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 2279 members 
Mstep: Class 12 contains 11667 members 
Mstep: Class 13 contains 1141 members 
Mstep: Class 14 contains 3282 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 1731 members 
Mstep: Class 17 contains 2914 members 
Mstep: Class 18 contains 1186 members 
Mstep: Class 19 contains 1091 members 
Mstep: Class 20 contains 81069 members 
Mstep: Class 21 contains 13190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1284.398682 but Gain 2162.375000
Score: -83289344.000000 Penalty: 36760.386719
Iteration 3F: 18 clusters Score -8.328934e+07 nChanged 48996
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 3 contains 9335 members 
Mstep: Class 6 contains 800 members 
Mstep: Class 7 contains 22045 members 
Mstep: Class 8 contains 400485 members 
Mstep: Class 9 contains 11429 members 
Mstep: Class 10 contains 2288 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 14126 members 
Mstep: Class 13 contains 1252 members 
Mstep: Class 14 contains 4017 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 2067 members 
Mstep: Class 17 contains 3049 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 86338 members 
Mstep: Class 21 contains 22938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1814.899658 but Gain 2162.375000
Score: -83559272.000000 Penalty: 34598.011719
Iteration 4F: 17 clusters Score -8.355927e+07 nChanged 42157
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 3 contains 11352 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 19611 members 
Mstep: Class 8 contains 381372 members 
Mstep: Class 9 contains 20149 members 
Mstep: Class 10 contains 3094 members 
Mstep: Class 11 contains 3248 members 
Mstep: Class 12 contains 14749 members 
Mstep: Class 13 contains 1326 members 
Mstep: Class 14 contains 4935 members 
Mstep: Class 16 contains 2608 members 
Mstep: Class 17 contains 3240 members 
Mstep: Class 19 contains 1374 members 
Mstep: Class 20 contains 86315 members 
Mstep: Class 21 contains 30935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83743552.000000 Penalty: 34598.011719
Iteration 5F: 17 clusters Score -8.374355e+07 nChanged 38059
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 3 contains 13348 members 
Mstep: Class 6 contains 694 members 
Mstep: Class 7 contains 18534 members 
Mstep: Class 8 contains 363603 members 
Mstep: Class 9 contains 28841 members 
Mstep: Class 10 contains 3826 members 
Mstep: Class 11 contains 3863 members 
Mstep: Class 12 contains 14937 members 
Mstep: Class 13 contains 1262 members 
Mstep: Class 14 contains 5894 members 
Mstep: Class 16 contains 3074 members 
Mstep: Class 17 contains 3228 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 83772 members 
Mstep: Class 21 contains 39266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83879640.000000 Penalty: 34598.011719
Iteration 6F: 17 clusters Score -8.387964e+07 nChanged 34994
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 3 contains 15760 members 
Mstep: Class 6 contains 949 members 
Mstep: Class 7 contains 18323 members 
Mstep: Class 8 contains 346704 members 
Mstep: Class 9 contains 36318 members 
Mstep: Class 10 contains 4626 members 
Mstep: Class 11 contains 4457 members 
Mstep: Class 12 contains 14983 members 
Mstep: Class 13 contains 1057 members 
Mstep: Class 14 contains 6748 members 
Mstep: Class 16 contains 3542 members 
Mstep: Class 17 contains 3140 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 79457 members 
Mstep: Class 21 contains 48228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83979888.000000 Penalty: 34598.011719
Iteration 7F: 17 clusters Score -8.397989e+07 nChanged 34595
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 3 contains 18624 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 18497 members 
Mstep: Class 8 contains 329462 members 
Mstep: Class 9 contains 42798 members 
Mstep: Class 10 contains 5507 members 
Mstep: Class 11 contains 5062 members 
Mstep: Class 12 contains 15009 members 
Mstep: Class 13 contains 772 members 
Mstep: Class 14 contains 7471 members 
Mstep: Class 16 contains 4085 members 
Mstep: Class 17 contains 3144 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 74526 members 
Mstep: Class 21 contains 57985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84064760.000000 Penalty: 34598.011719
Iteration 8F: 17 clusters Score -8.406476e+07 nChanged 48324
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 3 contains 21978 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 18652 members 
Mstep: Class 8 contains 299754 members 
Mstep: Class 9 contains 48167 members 
Mstep: Class 10 contains 6408 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 15031 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 7976 members 
Mstep: Class 16 contains 4669 members 
Mstep: Class 17 contains 3208 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 70073 members 
Mstep: Class 21 contains 80024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84028840.000000 Penalty: 34598.011719
Iteration 9F: 17 clusters Score -8.402884e+07 nChanged 61457
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 3 contains 25582 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 19097 members 
Mstep: Class 8 contains 259601 members 
Mstep: Class 9 contains 53074 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 6237 members 
Mstep: Class 12 contains 15089 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 8267 members 
Mstep: Class 16 contains 5678 members 
Mstep: Class 17 contains 3321 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 20 contains 71006 members 
Mstep: Class 21 contains 105703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84093256.000000 Penalty: 34598.011719
Iteration 10F: 17 clusters Score -8.409326e+07 nChanged 66686
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 3 contains 29223 members 
Mstep: Class 6 contains 2282 members 
Mstep: Class 7 contains 18464 members 
Mstep: Class 8 contains 211142 members 
Mstep: Class 9 contains 58077 members 
Mstep: Class 10 contains 8823 members 
Mstep: Class 11 contains 6909 members 
Mstep: Class 12 contains 15144 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 8447 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 3395 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 74858 members 
Mstep: Class 21 contains 136131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84230168.000000 Penalty: 34598.011719
Iteration 11F: 17 clusters Score -8.423017e+07 nChanged 74620
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 3 contains 32587 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 15110 members 
Mstep: Class 8 contains 160269 members 
Mstep: Class 9 contains 61876 members 
Mstep: Class 10 contains 10547 members 
Mstep: Class 11 contains 7641 members 
Mstep: Class 12 contains 15190 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 8566 members 
Mstep: Class 16 contains 11599 members 
Mstep: Class 17 contains 3480 members 
Mstep: Class 19 contains 1803 members 
Mstep: Class 20 contains 81876 members 
Mstep: Class 21 contains 167227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84390896.000000 Penalty: 34598.011719
Iteration 12F: 17 clusters Score -8.43909e+07 nChanged 51562
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 3 contains 35741 members 
Mstep: Class 6 contains 2822 members 
Mstep: Class 7 contains 12679 members 
Mstep: Class 8 contains 137992 members 
Mstep: Class 9 contains 59968 members 
Mstep: Class 10 contains 12970 members 
Mstep: Class 11 contains 8205 members 
Mstep: Class 12 contains 15257 members 
Mstep: Class 13 contains 456 members 
Mstep: Class 14 contains 8638 members 
Mstep: Class 16 contains 14714 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 83891 members 
Mstep: Class 21 contains 180320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84487816.000000 Penalty: 34598.011719
Iteration 13F: 17 clusters Score -8.448782e+07 nChanged 35901
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 3 contains 38115 members 
Mstep: Class 6 contains 3038 members 
Mstep: Class 7 contains 12503 members 
Mstep: Class 8 contains 126708 members 
Mstep: Class 9 contains 57709 members 
Mstep: Class 10 contains 14352 members 
Mstep: Class 11 contains 8688 members 
Mstep: Class 12 contains 15315 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 8726 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 85520 members 
Mstep: Class 21 contains 184939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84544928.000000 Penalty: 34598.011719
Iteration 14F: 17 clusters Score -8.454493e+07 nChanged 27038
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 3 contains 39800 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 12990 members 
Mstep: Class 8 contains 119182 members 
Mstep: Class 9 contains 56610 members 
Mstep: Class 10 contains 14891 members 
Mstep: Class 11 contains 9072 members 
Mstep: Class 12 contains 15326 members 
Mstep: Class 13 contains 435 members 
Mstep: Class 14 contains 8758 members 
Mstep: Class 16 contains 19926 members 
Mstep: Class 17 contains 3711 members 
Mstep: Class 19 contains 1637 members 
Mstep: Class 20 contains 88110 members 
Mstep: Class 21 contains 185492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84572032.000000 Penalty: 34598.011719
Iteration 15Q: 17 clusters Score -8.457203e+07 nChanged 23551
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 3 contains 41228 members 
Mstep: Class 6 contains 3375 members 
Mstep: Class 7 contains 13501 members 
Mstep: Class 8 contains 111851 members 
Mstep: Class 9 contains 56669 members 
Mstep: Class 10 contains 15279 members 
Mstep: Class 11 contains 9317 members 
Mstep: Class 12 contains 15319 members 
Mstep: Class 13 contains 420 members 
Mstep: Class 14 contains 8713 members 
Mstep: Class 16 contains 23467 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 92075 members 
Mstep: Class 21 contains 184434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84589368.000000 Penalty: 34598.011719
Iteration 16Q: 17 clusters Score -8.458937e+07 nChanged 22135
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 3 contains 42659 members 
Mstep: Class 6 contains 3451 members 
Mstep: Class 7 contains 14043 members 
Mstep: Class 8 contains 102954 members 
Mstep: Class 9 contains 57604 members 
Mstep: Class 10 contains 15721 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 15321 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 8565 members 
Mstep: Class 16 contains 26270 members 
Mstep: Class 17 contains 3949 members 
Mstep: Class 19 contains 1477 members 
Mstep: Class 20 contains 97552 members 
Mstep: Class 21 contains 183338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84611040.000000 Penalty: 34598.011719
Iteration 17Q: 17 clusters Score -8.461104e+07 nChanged 20387
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 3 contains 44302 members 
Mstep: Class 6 contains 3466 members 
Mstep: Class 7 contains 14609 members 
Mstep: Class 8 contains 94598 members 
Mstep: Class 9 contains 58751 members 
Mstep: Class 10 contains 16366 members 
Mstep: Class 11 contains 9550 members 
Mstep: Class 12 contains 15318 members 
Mstep: Class 13 contains 429 members 
Mstep: Class 14 contains 8346 members 
Mstep: Class 16 contains 27895 members 
Mstep: Class 17 contains 4053 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 102360 members 
Mstep: Class 21 contains 182426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84642080.000000 Penalty: 34598.011719
Iteration 18Q: 17 clusters Score -8.464208e+07 nChanged 18324
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 3 contains 46333 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 15143 members 
Mstep: Class 8 contains 88013 members 
Mstep: Class 9 contains 59258 members 
Mstep: Class 10 contains 17140 members 
Mstep: Class 11 contains 9692 members 
Mstep: Class 12 contains 15326 members 
Mstep: Class 13 contains 445 members 
Mstep: Class 14 contains 8156 members 
Mstep: Class 16 contains 28782 members 
Mstep: Class 17 contains 4138 members 
Mstep: Class 19 contains 1489 members 
Mstep: Class 20 contains 105593 members 
Mstep: Class 21 contains 181641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84678720.000000 Penalty: 34598.011719
Iteration 19Q: 17 clusters Score -8.467872e+07 nChanged 15743
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 3 contains 48483 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 15608 members 
Mstep: Class 8 contains 83262 members 
Mstep: Class 9 contains 59239 members 
Mstep: Class 10 contains 17892 members 
Mstep: Class 11 contains 9800 members 
Mstep: Class 12 contains 15328 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 8064 members 
Mstep: Class 16 contains 29403 members 
Mstep: Class 17 contains 4219 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 107290 members 
Mstep: Class 21 contains 181053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84720840.000000 Penalty: 34598.011719
Iteration 20F: 17 clusters Score -8.472084e+07 nChanged 12225
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 3 contains 49846 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 15986 members 
Mstep: Class 8 contains 81019 members 
Mstep: Class 9 contains 59190 members 
Mstep: Class 10 contains 18435 members 
Mstep: Class 11 contains 10074 members 
Mstep: Class 12 contains 15333 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 7923 members 
Mstep: Class 16 contains 30265 members 
Mstep: Class 17 contains 4324 members 
Mstep: Class 19 contains 1533 members 
Mstep: Class 20 contains 107128 members 
Mstep: Class 21 contains 180625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84742528.000000 Penalty: 34598.011719
Iteration 21Q: 17 clusters Score -8.474253e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 3 contains 50153 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 16351 members 
Mstep: Class 8 contains 80429 members 
Mstep: Class 9 contains 59645 members 
Mstep: Class 10 contains 19081 members 
Mstep: Class 11 contains 10244 members 
Mstep: Class 12 contains 15336 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 7853 members 
Mstep: Class 16 contains 30636 members 
Mstep: Class 17 contains 4385 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 105913 members 
Mstep: Class 21 contains 180434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84747232.000000 Penalty: 34598.011719
Iteration 22Q: 17 clusters Score -8.474723e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 3 contains 50041 members 
Mstep: Class 6 contains 3583 members 
Mstep: Class 7 contains 16670 members 
Mstep: Class 8 contains 80163 members 
Mstep: Class 9 contains 60216 members 
Mstep: Class 10 contains 19698 members 
Mstep: Class 11 contains 10379 members 
Mstep: Class 12 contains 15326 members 
Mstep: Class 13 contains 458 members 
Mstep: Class 14 contains 7800 members 
Mstep: Class 16 contains 30779 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 19 contains 1586 members 
Mstep: Class 20 contains 104738 members 
Mstep: Class 21 contains 180331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84749960.000000 Penalty: 34598.011719
Iteration 23Q: 17 clusters Score -8.474996e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 3 contains 49851 members 
Mstep: Class 6 contains 3640 members 
Mstep: Class 7 contains 16920 members 
Mstep: Class 8 contains 80107 members 
Mstep: Class 9 contains 60670 members 
Mstep: Class 10 contains 20273 members 
Mstep: Class 11 contains 10498 members 
Mstep: Class 12 contains 15324 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 7744 members 
Mstep: Class 16 contains 30902 members 
Mstep: Class 17 contains 4506 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 103648 members 
Mstep: Class 21 contains 180195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84752664.000000 Penalty: 34598.011719
Iteration 24Q: 17 clusters Score -8.475266e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 3 contains 49640 members 
Mstep: Class 6 contains 3678 members 
Mstep: Class 7 contains 17157 members 
Mstep: Class 8 contains 80138 members 
Mstep: Class 9 contains 60981 members 
Mstep: Class 10 contains 20925 members 
Mstep: Class 11 contains 10600 members 
Mstep: Class 12 contains 15323 members 
Mstep: Class 13 contains 452 members 
Mstep: Class 14 contains 7725 members 
Mstep: Class 16 contains 30931 members 
Mstep: Class 17 contains 4536 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 20 contains 102591 members 
Mstep: Class 21 contains 180134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84754248.000000 Penalty: 34598.011719
Iteration 25Q: 17 clusters Score -8.475425e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 3 contains 49440 members 
Mstep: Class 6 contains 3730 members 
Mstep: Class 7 contains 17392 members 
Mstep: Class 8 contains 80262 members 
Mstep: Class 9 contains 61108 members 
Mstep: Class 10 contains 21543 members 
Mstep: Class 11 contains 10654 members 
Mstep: Class 12 contains 15319 members 
Mstep: Class 13 contains 452 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 16 contains 30960 members 
Mstep: Class 17 contains 4562 members 
Mstep: Class 19 contains 1643 members 
Mstep: Class 20 contains 101641 members 
Mstep: Class 21 contains 180089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84756368.000000 Penalty: 34598.011719
Iteration 26Q: 17 clusters Score -8.475637e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 3 contains 49255 members 
Mstep: Class 6 contains 3791 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 80406 members 
Mstep: Class 9 contains 61067 members 
Mstep: Class 10 contains 22210 members 
Mstep: Class 11 contains 10701 members 
Mstep: Class 12 contains 15315 members 
Mstep: Class 13 contains 451 members 
Mstep: Class 14 contains 7710 members 
Mstep: Class 16 contains 30926 members 
Mstep: Class 17 contains 4586 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 100764 members 
Mstep: Class 21 contains 180064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84758920.000000 Penalty: 34598.011719
Iteration 27Q: 17 clusters Score -8.475892e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 3 contains 49114 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 7 contains 17863 members 
Mstep: Class 8 contains 80630 members 
Mstep: Class 9 contains 60880 members 
Mstep: Class 10 contains 22956 members 
Mstep: Class 11 contains 10719 members 
Mstep: Class 12 contains 15312 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 16 contains 30947 members 
Mstep: Class 17 contains 4610 members 
Mstep: Class 19 contains 1662 members 
Mstep: Class 20 contains 99806 members 
Mstep: Class 21 contains 180029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84762248.000000 Penalty: 34598.011719
Iteration 28Q: 17 clusters Score -8.476225e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 3 contains 48979 members 
Mstep: Class 6 contains 3915 members 
Mstep: Class 7 contains 18104 members 
Mstep: Class 8 contains 81012 members 
Mstep: Class 9 contains 60466 members 
Mstep: Class 10 contains 23905 members 
Mstep: Class 11 contains 10698 members 
Mstep: Class 12 contains 15313 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 7717 members 
Mstep: Class 16 contains 30877 members 
Mstep: Class 17 contains 4632 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 98777 members 
Mstep: Class 21 contains 180009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84766264.000000 Penalty: 34598.011719
Iteration 29Q: 17 clusters Score -8.476626e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 3 contains 48824 members 
Mstep: Class 6 contains 3971 members 
Mstep: Class 7 contains 18371 members 
Mstep: Class 8 contains 81595 members 
Mstep: Class 9 contains 59958 members 
Mstep: Class 10 contains 24968 members 
Mstep: Class 11 contains 10699 members 
Mstep: Class 12 contains 15306 members 
Mstep: Class 13 contains 451 members 
Mstep: Class 14 contains 7736 members 
Mstep: Class 16 contains 30850 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 97490 members 
Mstep: Class 21 contains 179954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84772208.000000 Penalty: 34598.011719
Iteration 30Q: 17 clusters Score -8.477221e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 3 contains 48677 members 
Mstep: Class 6 contains 4043 members 
Mstep: Class 7 contains 18630 members 
Mstep: Class 8 contains 82239 members 
Mstep: Class 9 contains 59874 members 
Mstep: Class 10 contains 25948 members 
Mstep: Class 11 contains 10705 members 
Mstep: Class 12 contains 15304 members 
Mstep: Class 13 contains 451 members 
Mstep: Class 14 contains 7740 members 
Mstep: Class 16 contains 30835 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 19 contains 1682 members 
Mstep: Class 20 contains 95808 members 
Mstep: Class 21 contains 179853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84777264.000000 Penalty: 34598.011719
Iteration 31Q: 17 clusters Score -8.477726e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 3 contains 48605 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 18903 members 
Mstep: Class 8 contains 82681 members 
Mstep: Class 9 contains 60233 members 
Mstep: Class 10 contains 26732 members 
Mstep: Class 11 contains 10713 members 
Mstep: Class 12 contains 15302 members 
Mstep: Class 13 contains 452 members 
Mstep: Class 14 contains 7730 members 
Mstep: Class 16 contains 30841 members 
Mstep: Class 17 contains 4724 members 
Mstep: Class 19 contains 1685 members 
Mstep: Class 20 contains 93991 members 
Mstep: Class 21 contains 179775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84781160.000000 Penalty: 34598.011719
Iteration 32Q: 17 clusters Score -8.478116e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 3 contains 48607 members 
Mstep: Class 6 contains 4161 members 
Mstep: Class 7 contains 19154 members 
Mstep: Class 8 contains 82880 members 
Mstep: Class 9 contains 60677 members 
Mstep: Class 10 contains 27327 members 
Mstep: Class 11 contains 10725 members 
Mstep: Class 12 contains 15301 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 7725 members 
Mstep: Class 16 contains 30859 members 
Mstep: Class 17 contains 4725 members 
Mstep: Class 19 contains 1688 members 
Mstep: Class 20 contains 92430 members 
Mstep: Class 21 contains 179713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84785056.000000 Penalty: 34598.011719
Iteration 33Q: 17 clusters Score -8.478506e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 3 contains 48621 members 
Mstep: Class 6 contains 4202 members 
Mstep: Class 7 contains 19379 members 
Mstep: Class 8 contains 82907 members 
Mstep: Class 9 contains 61149 members 
Mstep: Class 10 contains 27803 members 
Mstep: Class 11 contains 10698 members 
Mstep: Class 12 contains 15304 members 
Mstep: Class 13 contains 456 members 
Mstep: Class 14 contains 7710 members 
Mstep: Class 16 contains 30908 members 
Mstep: Class 17 contains 4742 members 
Mstep: Class 19 contains 1691 members 
Mstep: Class 20 contains 91153 members 
Mstep: Class 21 contains 179646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84787368.000000 Penalty: 34598.011719
Iteration 34Q: 17 clusters Score -8.478737e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 3 contains 48638 members 
Mstep: Class 6 contains 4228 members 
Mstep: Class 7 contains 19570 members 
Mstep: Class 8 contains 82864 members 
Mstep: Class 9 contains 61579 members 
Mstep: Class 10 contains 28224 members 
Mstep: Class 11 contains 10658 members 
Mstep: Class 12 contains 15304 members 
Mstep: Class 13 contains 457 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 16 contains 30972 members 
Mstep: Class 17 contains 4761 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 90090 members 
Mstep: Class 21 contains 179575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84789744.000000 Penalty: 34598.011719
Iteration 35Q: 17 clusters Score -8.478974e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 3 contains 48634 members 
Mstep: Class 6 contains 4256 members 
Mstep: Class 7 contains 19706 members 
Mstep: Class 8 contains 82824 members 
Mstep: Class 9 contains 61996 members 
Mstep: Class 10 contains 28570 members 
Mstep: Class 11 contains 10645 members 
Mstep: Class 12 contains 15303 members 
Mstep: Class 13 contains 458 members 
Mstep: Class 14 contains 7699 members 
Mstep: Class 16 contains 31045 members 
Mstep: Class 17 contains 4777 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 20 contains 89176 members 
Mstep: Class 21 contains 179485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84791688.000000 Penalty: 34598.011719
Iteration 36Q: 17 clusters Score -8.479169e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 3 contains 48615 members 
Mstep: Class 6 contains 4279 members 
Mstep: Class 7 contains 19818 members 
Mstep: Class 8 contains 82784 members 
Mstep: Class 9 contains 62374 members 
Mstep: Class 10 contains 28865 members 
Mstep: Class 11 contains 10631 members 
Mstep: Class 12 contains 15300 members 
Mstep: Class 13 contains 459 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 16 contains 31089 members 
Mstep: Class 17 contains 4785 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 88403 members 
Mstep: Class 21 contains 179415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84792688.000000 Penalty: 34598.011719
Iteration 37Q: 17 clusters Score -8.479269e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 3 contains 48603 members 
Mstep: Class 6 contains 4290 members 
Mstep: Class 7 contains 19896 members 
Mstep: Class 8 contains 82755 members 
Mstep: Class 9 contains 62698 members 
Mstep: Class 10 contains 29132 members 
Mstep: Class 11 contains 10627 members 
Mstep: Class 12 contains 15302 members 
Mstep: Class 13 contains 460 members 
Mstep: Class 14 contains 7707 members 
Mstep: Class 16 contains 31167 members 
Mstep: Class 17 contains 4788 members 
Mstep: Class 19 contains 1700 members 
Mstep: Class 20 contains 87728 members 
Mstep: Class 21 contains 179334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84793944.000000 Penalty: 34598.011719
Iteration 38Q: 17 clusters Score -8.479394e+07 nChanged 1870
Entering ConstructFrom: 
Score: -84793944.000000 Penalty: 34598.011719
Entering ConstructFrom: 
Trying to split cluster 1 (15108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Entering Unmasked Estep 
Score: -1996536.000000 Penalty: 1563.734253
	Iteration 0F: 2 clusters Score -1996536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1986350.125000 Penalty: 3127.468506
	Iteration 0F: 3 clusters Score -1986350 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1992812.375000 Penalty: 3127.468506
	Iteration 1F: 3 clusters Score -1992812 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1997787.500000 Penalty: 3127.468506
	Iteration 2F: 3 clusters Score -1997788 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2001132.250000 Penalty: 3127.468506
	Iteration 3F: 3 clusters Score -2001132 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2002475.500000 Penalty: 3127.468506
	Iteration 4F: 3 clusters Score -2002476 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2003280.625000 Penalty: 3127.468506
	Iteration 5Q: 3 clusters Score -2003281 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2003893.250000 Penalty: 3127.468506
	Iteration 6Q: 3 clusters Score -2003893 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2004440.625000 Penalty: 3127.468506
	Iteration 7Q: 3 clusters Score -2004441 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2005067.250000 Penalty: 3127.468506
	Iteration 8Q: 3 clusters Score -2005067 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2005705.000000 Penalty: 3127.468506
	Iteration 9Q: 3 clusters Score -2005705 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2006291.375000 Penalty: 3127.468506
	Iteration 10Q: 3 clusters Score -2006291 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2006867.500000 Penalty: 3127.468506
	Iteration 11Q: 3 clusters Score -2006868 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2007366.125000 Penalty: 3127.468506
	Iteration 12Q: 3 clusters Score -2007366 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2007815.875000 Penalty: 3127.468506
	Iteration 13Q: 3 clusters Score -2007816 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2008229.750000 Penalty: 3127.468506
	Iteration 14Q: 3 clusters Score -2008230 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2008597.750000 Penalty: 3127.468506
	Iteration 15Q: 3 clusters Score -2008598 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2008929.250000 Penalty: 3127.468506
	Iteration 16Q: 3 clusters Score -2008929 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2009199.000000 Penalty: 3127.468506
	Iteration 17Q: 3 clusters Score -2009199 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2009374.125000 Penalty: 3127.468506
	Iteration 18Q: 3 clusters Score -2009374 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2009484.125000 Penalty: 3127.468506
	Iteration 19Q: 3 clusters Score -2009484 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2009683.000000 Penalty: 3127.468506
	Iteration 20F: 3 clusters Score -2009683 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2009777.875000 Penalty: 3127.468506
	Iteration 21Q: 3 clusters Score -2009778 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2009842.750000 Penalty: 3127.468506
	Iteration 22Q: 3 clusters Score -2009843 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2009904.625000 Penalty: 3127.468506
	Iteration 23Q: 3 clusters Score -2009905 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2009974.750000 Penalty: 3127.468506
	Iteration 24Q: 3 clusters Score -2009975 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2010036.250000 Penalty: 3127.468506
	Iteration 25Q: 3 clusters Score -2010036 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2010064.625000 Penalty: 3127.468506
	Iteration 26Q: 3 clusters Score -2010065 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2010086.625000 Penalty: 3127.468506
	Iteration 27Q: 3 clusters Score -2010087 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2010108.000000 Penalty: 3127.468506
	Iteration 28Q: 3 clusters Score -2010108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2010126.875000 Penalty: 3127.468506
	Iteration 29Q: 3 clusters Score -2010127 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2010136.500000 Penalty: 3127.468506
	Iteration 30Q: 3 clusters Score -2010136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2010141.375000 Penalty: 3127.468506
	Iteration 31Q: 3 clusters Score -2010141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2010147.250000 Penalty: 3127.468506
	Iteration 32Q: 3 clusters Score -2010147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2010145.875000 Penalty: 3127.468506
	Iteration 33Q: 3 clusters Score -2010146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2010149.250000 Penalty: 3127.468506
	Iteration 34Q: 3 clusters Score -2010149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2010149.125000 Penalty: 3127.468506
	Iteration 35Q: 3 clusters Score -2010149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2010150.125000 Penalty: 3127.468506
	Iteration 36Q: 3 clusters Score -2010150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2010149.875000 Penalty: 3127.468506
	Iteration 37Q: 3 clusters Score -2010150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2010151.125000 Penalty: 3127.468506
	Iteration 38Q: 3 clusters Score -2010151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2010152.875000 Penalty: 3127.468506
	Iteration 39Q: 3 clusters Score -2010153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2010151.625000 Penalty: 3127.468506
	Iteration 40F: 3 clusters Score -2010152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2010151.875000 Penalty: 3127.468506
	Iteration 41Q: 3 clusters Score -2010152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2010154.375000 Penalty: 3127.468506
	Iteration 42Q: 3 clusters Score -2010154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2010154.375000 Penalty: 3127.468506
	Iteration 43F: 3 clusters Score -2010154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 48595 members 
Mstep: Class 6 contains 4299 members 
Mstep: Class 7 contains 19966 members 
Mstep: Class 8 contains 82736 members 
Mstep: Class 9 contains 63039 members 
Mstep: Class 10 contains 29351 members 
Mstep: Class 11 contains 10626 members 
Mstep: Class 12 contains 15304 members 
Mstep: Class 13 contains 460 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 16 contains 31229 members 
Mstep: Class 17 contains 4795 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 87069 members 
Mstep: Class 21 contains 179282 members 
Entering Unmasked Estep 
Score: -84807008.000000 Penalty: 36760.386719
Splitting cluster 1 changes total score from -84793944.000000 to -84807008.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (48595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Entering Unmasked Estep 
Score: -6812425.500000 Penalty: 1753.582397
	Iteration 0F: 2 clusters Score -6812426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -6798493.500000 Penalty: 3507.164795
	Iteration 0F: 3 clusters Score -6798494 nChanged 22950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -6815972.000000 Penalty: 3507.164795
	Iteration 1F: 3 clusters Score -6815972 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -6828925.000000 Penalty: 3507.164795
	Iteration 2F: 3 clusters Score -6828925 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -6850664.500000 Penalty: 3507.164795
	Iteration 3F: 3 clusters Score -6850664 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -6863086.000000 Penalty: 3507.164795
	Iteration 4F: 3 clusters Score -6863086 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -6868437.000000 Penalty: 3507.164795
	Iteration 5F: 3 clusters Score -6868437 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -6871507.000000 Penalty: 3507.164795
	Iteration 6Q: 3 clusters Score -6871507 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -6873420.000000 Penalty: 3507.164795
	Iteration 7Q: 3 clusters Score -6873420 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -6874451.500000 Penalty: 3507.164795
	Iteration 8Q: 3 clusters Score -6874452 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -6875043.500000 Penalty: 3507.164795
	Iteration 9Q: 3 clusters Score -6875044 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -6875435.500000 Penalty: 3507.164795
	Iteration 10Q: 3 clusters Score -6875436 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -6875624.500000 Penalty: 3507.164795
	Iteration 11Q: 3 clusters Score -6875624 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -6875717.500000 Penalty: 3507.164795
	Iteration 12Q: 3 clusters Score -6875718 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -6875751.500000 Penalty: 3507.164795
	Iteration 13Q: 3 clusters Score -6875752 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -6875832.000000 Penalty: 3507.164795
	Iteration 14Q: 3 clusters Score -6875832 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -6875875.000000 Penalty: 3507.164795
	Iteration 15Q: 3 clusters Score -6875875 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -6875928.500000 Penalty: 3507.164795
	Iteration 16Q: 3 clusters Score -6875928 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -6875936.000000 Penalty: 3507.164795
	Iteration 17Q: 3 clusters Score -6875936 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -6875923.000000 Penalty: 3507.164795
	Iteration 18Q: 3 clusters Score -6875923 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -6875897.500000 Penalty: 3507.164795
	Iteration 19Q: 3 clusters Score -6875898 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -6875839.000000 Penalty: 3507.164795
	Iteration 20F: 3 clusters Score -6875839 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -6875841.500000 Penalty: 3507.164795
	Iteration 21Q: 3 clusters Score -6875842 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -6875803.500000 Penalty: 3507.164795
	Iteration 22Q: 3 clusters Score -6875804 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -6875810.000000 Penalty: 3507.164795
	Iteration 23Q: 3 clusters Score -6875810 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -6875772.000000 Penalty: 3507.164795
	Iteration 24Q: 3 clusters Score -6875772 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -6875739.000000 Penalty: 3507.164795
	Iteration 25Q: 3 clusters Score -6875739 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -6875725.500000 Penalty: 3507.164795
	Iteration 26Q: 3 clusters Score -6875726 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -6875719.500000 Penalty: 3507.164795
	Iteration 27Q: 3 clusters Score -6875720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -6875716.000000 Penalty: 3507.164795
	Iteration 28Q: 3 clusters Score -6875716 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -6875709.500000 Penalty: 3507.164795
	Iteration 29Q: 3 clusters Score -6875710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -6875694.500000 Penalty: 3507.164795
	Iteration 30Q: 3 clusters Score -6875694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -6875676.000000 Penalty: 3507.164795
	Iteration 31Q: 3 clusters Score -6875676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -6875669.000000 Penalty: 3507.164795
	Iteration 32Q: 3 clusters Score -6875669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -6875681.000000 Penalty: 3507.164795
	Iteration 33Q: 3 clusters Score -6875681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -6875700.500000 Penalty: 3507.164795
	Iteration 34Q: 3 clusters Score -6875700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -6875671.000000 Penalty: 3507.164795
	Iteration 35Q: 3 clusters Score -6875671 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -6875645.000000 Penalty: 3507.164795
	Iteration 36Q: 3 clusters Score -6875645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -6875632.000000 Penalty: 3507.164795
	Iteration 37Q: 3 clusters Score -6875632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -6875636.000000 Penalty: 3507.164795
	Iteration 38Q: 3 clusters Score -6875636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -6875613.500000 Penalty: 3507.164795
	Iteration 39Q: 3 clusters Score -6875614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -6875601.500000 Penalty: 3507.164795
	Iteration 40F: 3 clusters Score -6875602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -6875581.500000 Penalty: 3507.164795
	Iteration 41Q: 3 clusters Score -6875582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -6875602.500000 Penalty: 3507.164795
	Iteration 42Q: 3 clusters Score -6875602 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -6875590.500000 Penalty: 3507.164795
	Iteration 43Q: 3 clusters Score -6875590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -6875589.000000 Penalty: 3507.164795
	Iteration 44Q: 3 clusters Score -6875589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -6875565.000000 Penalty: 3507.164795
	Iteration 45Q: 3 clusters Score -6875565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -6875559.500000 Penalty: 3507.164795
	Iteration 46Q: 3 clusters Score -6875560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -6875565.500000 Penalty: 3507.164795
	Iteration 47Q: 3 clusters Score -6875566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -6875549.500000 Penalty: 3507.164795
	Iteration 48Q: 3 clusters Score -6875550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -6875552.500000 Penalty: 3507.164795
	Iteration 49Q: 3 clusters Score -6875552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -6875556.500000 Penalty: 3507.164795
	Iteration 50Q: 3 clusters Score -6875556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -6875553.500000 Penalty: 3507.164795
	Iteration 51Q: 3 clusters Score -6875554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -6875553.500000 Penalty: 3507.164795
	Iteration 52F: 3 clusters Score -6875554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 31847 members 
Mstep: Class 6 contains 4299 members 
Mstep: Class 7 contains 19966 members 
Mstep: Class 8 contains 82736 members 
Mstep: Class 9 contains 63039 members 
Mstep: Class 10 contains 29351 members 
Mstep: Class 11 contains 10626 members 
Mstep: Class 12 contains 15304 members 
Mstep: Class 13 contains 460 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 16 contains 31229 members 
Mstep: Class 17 contains 4795 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 87069 members 
Mstep: Class 21 contains 179282 members 
Entering Unmasked Estep 
Score: -84867152.000000 Penalty: 38922.761719
Splitting cluster 3 changes total score from -84793944.000000 to -84867152.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 6 (4299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Entering Unmasked Estep 
Score: -511687.437500 Penalty: 1359.497314
	Iteration 0F: 2 clusters Score -511687.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -508342.937500 Penalty: 2718.994629
	Iteration 0F: 3 clusters Score -508342.9 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -510593.937500 Penalty: 2718.994629
	Iteration 1F: 3 clusters Score -510593.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -511770.062500 Penalty: 2718.994629
	Iteration 2F: 3 clusters Score -511770.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -512557.375000 Penalty: 2718.994629
	Iteration 3F: 3 clusters Score -512557.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -513047.750000 Penalty: 2718.994629
	Iteration 4F: 3 clusters Score -513047.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -513563.000000 Penalty: 2718.994629
	Iteration 5Q: 3 clusters Score -513563 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -514062.718750 Penalty: 2718.994629
	Iteration 6Q: 3 clusters Score -514062.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -514487.718750 Penalty: 2718.994629
	Iteration 7Q: 3 clusters Score -514487.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -514816.093750 Penalty: 2718.994629
	Iteration 8Q: 3 clusters Score -514816.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -515082.000000 Penalty: 2718.994629
	Iteration 9Q: 3 clusters Score -515082 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -515394.968750 Penalty: 2718.994629
	Iteration 10Q: 3 clusters Score -515395 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -515705.281250 Penalty: 2718.994629
	Iteration 11Q: 3 clusters Score -515705.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -515989.468750 Penalty: 2718.994629
	Iteration 12Q: 3 clusters Score -515989.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -516396.656250 Penalty: 2718.994629
	Iteration 13Q: 3 clusters Score -516396.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -516726.156250 Penalty: 2718.994629
	Iteration 14Q: 3 clusters Score -516726.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -516903.125000 Penalty: 2718.994629
	Iteration 15Q: 3 clusters Score -516903.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -517002.218750 Penalty: 2718.994629
	Iteration 16Q: 3 clusters Score -517002.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -517046.406250 Penalty: 2718.994629
	Iteration 17Q: 3 clusters Score -517046.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -517066.437500 Penalty: 2718.994629
	Iteration 18Q: 3 clusters Score -517066.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -517072.718750 Penalty: 2718.994629
	Iteration 19Q: 3 clusters Score -517072.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -517093.750000 Penalty: 2718.994629
	Iteration 20F: 3 clusters Score -517093.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -517100.500000 Penalty: 2718.994629
	Iteration 21Q: 3 clusters Score -517100.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -517102.218750 Penalty: 2718.994629
	Iteration 22Q: 3 clusters Score -517102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -517102.375000 Penalty: 2718.994629
	Iteration 23Q: 3 clusters Score -517102.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -517102.375000 Penalty: 2718.994629
	Iteration 24F: 3 clusters Score -517102.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 31847 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 1801 members 
Mstep: Class 7 contains 19966 members 
Mstep: Class 8 contains 82736 members 
Mstep: Class 9 contains 63039 members 
Mstep: Class 10 contains 29351 members 
Mstep: Class 11 contains 10626 members 
Mstep: Class 12 contains 15304 members 
Mstep: Class 13 contains 460 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 16 contains 31229 members 
Mstep: Class 17 contains 4795 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 87069 members 
Mstep: Class 21 contains 179282 members 
Entering Unmasked Estep 
Score: -84871968.000000 Penalty: 41085.140625
Splitting cluster 6 changes total score from -84793944.000000 to -84871968.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 7 (19966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Entering Unmasked Estep 
Score: -2515967.500000 Penalty: 1609.040161
	Iteration 0F: 2 clusters Score -2515968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2502877.250000 Penalty: 3218.080322
	Iteration 0F: 3 clusters Score -2502877 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2510405.500000 Penalty: 3218.080322
	Iteration 1F: 3 clusters Score -2510406 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2513678.500000 Penalty: 3218.080322
	Iteration 2F: 3 clusters Score -2513678 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2517251.750000 Penalty: 3218.080322
	Iteration 3F: 3 clusters Score -2517252 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2520890.000000 Penalty: 3218.080322
	Iteration 4F: 3 clusters Score -2520890 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2523243.500000 Penalty: 3218.080322
	Iteration 5F: 3 clusters Score -2523244 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2524245.250000 Penalty: 3218.080322
	Iteration 6Q: 3 clusters Score -2524245 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2524653.750000 Penalty: 3218.080322
	Iteration 7Q: 3 clusters Score -2524654 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2524910.000000 Penalty: 3218.080322
	Iteration 8Q: 3 clusters Score -2524910 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2525131.000000 Penalty: 3218.080322
	Iteration 9Q: 3 clusters Score -2525131 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2525325.750000 Penalty: 3218.080322
	Iteration 10Q: 3 clusters Score -2525326 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2525533.000000 Penalty: 3218.080322
	Iteration 11Q: 3 clusters Score -2525533 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2525767.500000 Penalty: 3218.080322
	Iteration 12Q: 3 clusters Score -2525768 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2526080.000000 Penalty: 3218.080322
	Iteration 13Q: 3 clusters Score -2526080 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2526383.250000 Penalty: 3218.080322
	Iteration 14Q: 3 clusters Score -2526383 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2526606.000000 Penalty: 3218.080322
	Iteration 15Q: 3 clusters Score -2526606 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2526844.750000 Penalty: 3218.080322
	Iteration 16Q: 3 clusters Score -2526845 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2527090.500000 Penalty: 3218.080322
	Iteration 17Q: 3 clusters Score -2527090 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2527288.000000 Penalty: 3218.080322
	Iteration 18Q: 3 clusters Score -2527288 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2527476.500000 Penalty: 3218.080322
	Iteration 19Q: 3 clusters Score -2527476 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2527636.250000 Penalty: 3218.080322
	Iteration 20F: 3 clusters Score -2527636 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2527786.500000 Penalty: 3218.080322
	Iteration 21Q: 3 clusters Score -2527786 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2527944.750000 Penalty: 3218.080322
	Iteration 22Q: 3 clusters Score -2527945 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2528122.000000 Penalty: 3218.080322
	Iteration 23Q: 3 clusters Score -2528122 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2528291.000000 Penalty: 3218.080322
	Iteration 24Q: 3 clusters Score -2528291 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2528494.750000 Penalty: 3218.080322
	Iteration 25Q: 3 clusters Score -2528495 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2528649.000000 Penalty: 3218.080322
	Iteration 26Q: 3 clusters Score -2528649 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2528748.500000 Penalty: 3218.080322
	Iteration 27Q: 3 clusters Score -2528748 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2528842.750000 Penalty: 3218.080322
	Iteration 28Q: 3 clusters Score -2528843 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2528901.500000 Penalty: 3218.080322
	Iteration 29Q: 3 clusters Score -2528902 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2528932.000000 Penalty: 3218.080322
	Iteration 30Q: 3 clusters Score -2528932 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2528944.000000 Penalty: 3218.080322
	Iteration 31Q: 3 clusters Score -2528944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2528960.750000 Penalty: 3218.080322
	Iteration 32Q: 3 clusters Score -2528961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2528969.000000 Penalty: 3218.080322
	Iteration 33Q: 3 clusters Score -2528969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2528975.250000 Penalty: 3218.080322
	Iteration 34Q: 3 clusters Score -2528975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2528976.000000 Penalty: 3218.080322
	Iteration 35Q: 3 clusters Score -2528976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2528977.500000 Penalty: 3218.080322
	Iteration 36Q: 3 clusters Score -2528978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2528983.000000 Penalty: 3218.080322
	Iteration 37Q: 3 clusters Score -2528983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2528995.750000 Penalty: 3218.080322
	Iteration 38Q: 3 clusters Score -2528996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2528987.500000 Penalty: 3218.080322
	Iteration 39Q: 3 clusters Score -2528988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2529010.250000 Penalty: 3218.080322
	Iteration 40F: 3 clusters Score -2529010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2529031.500000 Penalty: 3218.080322
	Iteration 41Q: 3 clusters Score -2529032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2529032.250000 Penalty: 3218.080322
	Iteration 42Q: 3 clusters Score -2529032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2529046.750000 Penalty: 3218.080322
	Iteration 43Q: 3 clusters Score -2529047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2529057.750000 Penalty: 3218.080322
	Iteration 44Q: 3 clusters Score -2529058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2529068.000000 Penalty: 3218.080322
	Iteration 45Q: 3 clusters Score -2529068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2529078.250000 Penalty: 3218.080322
	Iteration 46Q: 3 clusters Score -2529078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2529074.000000 Penalty: 3218.080322
	Iteration 47Q: 3 clusters Score -2529074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2529082.500000 Penalty: 3218.080322
	Iteration 48Q: 3 clusters Score -2529082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2529090.250000 Penalty: 3218.080322
	Iteration 49Q: 3 clusters Score -2529090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2529086.250000 Penalty: 3218.080322
	Iteration 50Q: 3 clusters Score -2529086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2529092.750000 Penalty: 3218.080322
	Iteration 51Q: 3 clusters Score -2529093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2529091.750000 Penalty: 3218.080322
	Iteration 52Q: 3 clusters Score -2529092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2529090.000000 Penalty: 3218.080322
	Iteration 53Q: 3 clusters Score -2529090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2529090.000000 Penalty: 3218.080322
	Iteration 54Q: 3 clusters Score -2529090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2529091.500000 Penalty: 3218.080322
	Iteration 55Q: 3 clusters Score -2529092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2529091.500000 Penalty: 3218.080322
	Iteration 56Q: 3 clusters Score -2529092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2529094.750000 Penalty: 3218.080322
	Iteration 57Q: 3 clusters Score -2529095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2529092.500000 Penalty: 3218.080322
	Iteration 58Q: 3 clusters Score -2529092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2529092.500000 Penalty: 3218.080322
	Iteration 59F: 3 clusters Score -2529092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 31847 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 1801 members 
Mstep: Class 7 contains 15696 members 
Mstep: Class 8 contains 82736 members 
Mstep: Class 9 contains 63039 members 
Mstep: Class 10 contains 29351 members 
Mstep: Class 11 contains 10626 members 
Mstep: Class 12 contains 15304 members 
Mstep: Class 13 contains 460 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 31229 members 
Mstep: Class 17 contains 4795 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 87069 members 
Mstep: Class 21 contains 179282 members 
Entering Unmasked Estep 
Score: -84883736.000000 Penalty: 43247.515625
Splitting cluster 7 changes total score from -84793944.000000 to -84883736.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 8 (82736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82736 members 
Entering Unmasked Estep 
Score: -12351958.000000 Penalty: 1840.054077
	Iteration 0F: 2 clusters Score -1.235196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -12339848.000000 Penalty: 3680.108154
	Iteration 0F: 3 clusters Score -1.233985e+07 nChanged 39293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -12364171.000000 Penalty: 3680.108154
	Iteration 1F: 3 clusters Score -1.236417e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -12367270.000000 Penalty: 3680.108154
	Iteration 2F: 3 clusters Score -1.236727e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -12373821.000000 Penalty: 3680.108154
	Iteration 3F: 3 clusters Score -1.237382e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -12384976.000000 Penalty: 3680.108154
	Iteration 4F: 3 clusters Score -1.238498e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -12395722.000000 Penalty: 3680.108154
	Iteration 5F: 3 clusters Score -1.239572e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -12401799.000000 Penalty: 3680.108154
	Iteration 6F: 3 clusters Score -1.24018e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -12404704.000000 Penalty: 3680.108154
	Iteration 7F: 3 clusters Score -1.24047e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -12406042.000000 Penalty: 3680.108154
	Iteration 8Q: 3 clusters Score -1.240604e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -12406493.000000 Penalty: 3680.108154
	Iteration 9Q: 3 clusters Score -1.240649e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -12406604.000000 Penalty: 3680.108154
	Iteration 10Q: 3 clusters Score -1.24066e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -12406608.000000 Penalty: 3680.108154
	Iteration 11Q: 3 clusters Score -1.240661e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -12406627.000000 Penalty: 3680.108154
	Iteration 12Q: 3 clusters Score -1.240663e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -12406603.000000 Penalty: 3680.108154
	Iteration 13Q: 3 clusters Score -1.24066e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -12406583.000000 Penalty: 3680.108154
	Iteration 14Q: 3 clusters Score -1.240658e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -12406570.000000 Penalty: 3680.108154
	Iteration 15Q: 3 clusters Score -1.240657e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -12406571.000000 Penalty: 3680.108154
	Iteration 16Q: 3 clusters Score -1.240657e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -12406572.000000 Penalty: 3680.108154
	Iteration 17Q: 3 clusters Score -1.240657e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -12406596.000000 Penalty: 3680.108154
	Iteration 18Q: 3 clusters Score -1.24066e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -12406594.000000 Penalty: 3680.108154
	Iteration 19Q: 3 clusters Score -1.240659e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -12406600.000000 Penalty: 3680.108154
	Iteration 20F: 3 clusters Score -1.24066e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -12406588.000000 Penalty: 3680.108154
	Iteration 21Q: 3 clusters Score -1.240659e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -12406606.000000 Penalty: 3680.108154
	Iteration 22Q: 3 clusters Score -1.240661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -12406608.000000 Penalty: 3680.108154
	Iteration 23Q: 3 clusters Score -1.240661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -12406604.000000 Penalty: 3680.108154
	Iteration 24Q: 3 clusters Score -1.24066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -12406598.000000 Penalty: 3680.108154
	Iteration 25Q: 3 clusters Score -1.24066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -12406581.000000 Penalty: 3680.108154
	Iteration 26Q: 3 clusters Score -1.240658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -12406601.000000 Penalty: 3680.108154
	Iteration 27Q: 3 clusters Score -1.24066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -12406585.000000 Penalty: 3680.108154
	Iteration 28Q: 3 clusters Score -1.240658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -12406582.000000 Penalty: 3680.108154
	Iteration 29Q: 3 clusters Score -1.240658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -12406583.000000 Penalty: 3680.108154
	Iteration 30Q: 3 clusters Score -1.240658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -12406582.000000 Penalty: 3680.108154
	Iteration 31Q: 3 clusters Score -1.240658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -12406582.000000 Penalty: 3680.108154
	Iteration 32F: 3 clusters Score -1.240658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 31847 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 1801 members 
Mstep: Class 7 contains 15696 members 
Mstep: Class 8 contains 32482 members 
Mstep: Class 9 contains 63039 members 
Mstep: Class 10 contains 29351 members 
Mstep: Class 11 contains 10626 members 
Mstep: Class 12 contains 15304 members 
Mstep: Class 13 contains 460 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 31229 members 
Mstep: Class 17 contains 4795 members 
Mstep: Class 18 contains 50254 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 87069 members 
Mstep: Class 21 contains 179282 members 
Entering Unmasked Estep 
Score: -84937600.000000 Penalty: 45409.890625
Splitting cluster 8 changes total score from -84793944.000000 to -84937600.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 9 (63039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63039 members 
Entering Unmasked Estep 
Score: -9187623.000000 Penalty: 1795.870239
	Iteration 0F: 2 clusters Score -9187623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -9173905.000000 Penalty: 3591.740479
	Iteration 0F: 3 clusters Score -9173905 nChanged 29878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -9191689.000000 Penalty: 3591.740479
	Iteration 1F: 3 clusters Score -9191689 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -9193105.000000 Penalty: 3591.740479
	Iteration 2F: 3 clusters Score -9193105 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -9194408.000000 Penalty: 3591.740479
	Iteration 3F: 3 clusters Score -9194408 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -9195977.000000 Penalty: 3591.740479
	Iteration 4F: 3 clusters Score -9195977 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -9197875.000000 Penalty: 3591.740479
	Iteration 5F: 3 clusters Score -9197875 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -9199883.000000 Penalty: 3591.740479
	Iteration 6F: 3 clusters Score -9199883 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -9201357.000000 Penalty: 3591.740479
	Iteration 7F: 3 clusters Score -9201357 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -9202361.000000 Penalty: 3591.740479
	Iteration 8Q: 3 clusters Score -9202361 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -9203306.000000 Penalty: 3591.740479
	Iteration 9Q: 3 clusters Score -9203306 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -9204147.000000 Penalty: 3591.740479
	Iteration 10Q: 3 clusters Score -9204147 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -9205151.000000 Penalty: 3591.740479
	Iteration 11Q: 3 clusters Score -9205151 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -9206253.000000 Penalty: 3591.740479
	Iteration 12Q: 3 clusters Score -9206253 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -9207334.000000 Penalty: 3591.740479
	Iteration 13Q: 3 clusters Score -9207334 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -9208378.000000 Penalty: 3591.740479
	Iteration 14Q: 3 clusters Score -9208378 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -9209404.000000 Penalty: 3591.740479
	Iteration 15Q: 3 clusters Score -9209404 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -9210343.000000 Penalty: 3591.740479
	Iteration 16Q: 3 clusters Score -9210343 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -9211128.000000 Penalty: 3591.740479
	Iteration 17Q: 3 clusters Score -9211128 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -9211808.000000 Penalty: 3591.740479
	Iteration 18Q: 3 clusters Score -9211808 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -9212264.000000 Penalty: 3591.740479
	Iteration 19Q: 3 clusters Score -9212264 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -9212756.000000 Penalty: 3591.740479
	Iteration 20F: 3 clusters Score -9212756 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -9212977.000000 Penalty: 3591.740479
	Iteration 21Q: 3 clusters Score -9212977 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -9213179.000000 Penalty: 3591.740479
	Iteration 22Q: 3 clusters Score -9213179 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -9213517.000000 Penalty: 3591.740479
	Iteration 23Q: 3 clusters Score -9213517 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -9213931.000000 Penalty: 3591.740479
	Iteration 24Q: 3 clusters Score -9213931 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -9214413.000000 Penalty: 3591.740479
	Iteration 25Q: 3 clusters Score -9214413 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -9215170.000000 Penalty: 3591.740479
	Iteration 26Q: 3 clusters Score -9215170 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -9216200.000000 Penalty: 3591.740479
	Iteration 27Q: 3 clusters Score -9216200 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -9217220.000000 Penalty: 3591.740479
	Iteration 28Q: 3 clusters Score -9217220 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -9218126.000000 Penalty: 3591.740479
	Iteration 29Q: 3 clusters Score -9218126 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -9218563.000000 Penalty: 3591.740479
	Iteration 30Q: 3 clusters Score -9218563 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -9218862.000000 Penalty: 3591.740479
	Iteration 31Q: 3 clusters Score -9218862 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -9218946.000000 Penalty: 3591.740479
	Iteration 32Q: 3 clusters Score -9218946 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -9219007.000000 Penalty: 3591.740479
	Iteration 33Q: 3 clusters Score -9219007 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -9219084.000000 Penalty: 3591.740479
	Iteration 34Q: 3 clusters Score -9219084 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -9219094.000000 Penalty: 3591.740479
	Iteration 35Q: 3 clusters Score -9219094 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -9219125.000000 Penalty: 3591.740479
	Iteration 36Q: 3 clusters Score -9219125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -9219134.000000 Penalty: 3591.740479
	Iteration 37Q: 3 clusters Score -9219134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -9219113.000000 Penalty: 3591.740479
	Iteration 38Q: 3 clusters Score -9219113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -9219120.000000 Penalty: 3591.740479
	Iteration 39Q: 3 clusters Score -9219120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -9219198.000000 Penalty: 3591.740479
	Iteration 40F: 3 clusters Score -9219198 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -9219243.000000 Penalty: 3591.740479
	Iteration 41Q: 3 clusters Score -9219243 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -9219275.000000 Penalty: 3591.740479
	Iteration 42Q: 3 clusters Score -9219275 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -9219252.000000 Penalty: 3591.740479
	Iteration 43Q: 3 clusters Score -9219252 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -9219260.000000 Penalty: 3591.740479
	Iteration 44Q: 3 clusters Score -9219260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -9219259.000000 Penalty: 3591.740479
	Iteration 45Q: 3 clusters Score -9219259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -9219254.000000 Penalty: 3591.740479
	Iteration 46Q: 3 clusters Score -9219254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -9219268.000000 Penalty: 3591.740479
	Iteration 47Q: 3 clusters Score -9219268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -9219262.000000 Penalty: 3591.740479
	Iteration 48Q: 3 clusters Score -9219262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -9219286.000000 Penalty: 3591.740479
	Iteration 49Q: 3 clusters Score -9219286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -9219285.000000 Penalty: 3591.740479
	Iteration 50Q: 3 clusters Score -9219285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -9219285.000000 Penalty: 3591.740479
	Iteration 51Q: 3 clusters Score -9219285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -9219283.000000 Penalty: 3591.740479
	Iteration 52Q: 3 clusters Score -9219283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -9219287.000000 Penalty: 3591.740479
	Iteration 53Q: 3 clusters Score -9219287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -9219277.000000 Penalty: 3591.740479
	Iteration 54Q: 3 clusters Score -9219277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -9219275.000000 Penalty: 3591.740479
	Iteration 55Q: 3 clusters Score -9219275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -9219280.000000 Penalty: 3591.740479
	Iteration 56Q: 3 clusters Score -9219280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -9219291.000000 Penalty: 3591.740479
	Iteration 57Q: 3 clusters Score -9219291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -9219291.000000 Penalty: 3591.740479
	Iteration 58F: 3 clusters Score -9219291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 31847 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 1801 members 
Mstep: Class 7 contains 15696 members 
Mstep: Class 8 contains 32482 members 
Mstep: Class 9 contains 32212 members 
Mstep: Class 10 contains 29351 members 
Mstep: Class 11 contains 10626 members 
Mstep: Class 12 contains 15304 members 
Mstep: Class 13 contains 460 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 31229 members 
Mstep: Class 17 contains 4795 members 
Mstep: Class 18 contains 50254 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 87069 members 
Mstep: Class 21 contains 179282 members 
Mstep: Class 22 contains 30827 members 
Entering Unmasked Estep 
Score: -84970120.000000 Penalty: 47572.265625
Splitting cluster 9 changes total score from -84793944.000000 to -84970120.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (29351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Entering Unmasked Estep 
Score: -4063932.500000 Penalty: 1671.650757
	Iteration 0F: 2 clusters Score -4063932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -4044907.000000 Penalty: 3343.301514
	Iteration 0F: 3 clusters Score -4044907 nChanged 13618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -4054209.000000 Penalty: 3343.301514
	Iteration 1F: 3 clusters Score -4054209 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -4057039.000000 Penalty: 3343.301514
	Iteration 2F: 3 clusters Score -4057039 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -4060888.000000 Penalty: 3343.301514
	Iteration 3F: 3 clusters Score -4060888 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -4065253.750000 Penalty: 3343.301514
	Iteration 4F: 3 clusters Score -4065254 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -4068697.250000 Penalty: 3343.301514
	Iteration 5F: 3 clusters Score -4068697 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -4071046.250000 Penalty: 3343.301514
	Iteration 6F: 3 clusters Score -4071046 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -4072394.250000 Penalty: 3343.301514
	Iteration 7Q: 3 clusters Score -4072394 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -4073107.500000 Penalty: 3343.301514
	Iteration 8Q: 3 clusters Score -4073108 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -4073501.000000 Penalty: 3343.301514
	Iteration 9Q: 3 clusters Score -4073501 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -4073754.750000 Penalty: 3343.301514
	Iteration 10Q: 3 clusters Score -4073755 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -4073903.000000 Penalty: 3343.301514
	Iteration 11Q: 3 clusters Score -4073903 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -4074022.000000 Penalty: 3343.301514
	Iteration 12Q: 3 clusters Score -4074022 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -4074088.250000 Penalty: 3343.301514
	Iteration 13Q: 3 clusters Score -4074088 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -4074140.250000 Penalty: 3343.301514
	Iteration 14Q: 3 clusters Score -4074140 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -4074170.250000 Penalty: 3343.301514
	Iteration 15Q: 3 clusters Score -4074170 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -4074195.750000 Penalty: 3343.301514
	Iteration 16Q: 3 clusters Score -4074196 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -4074220.750000 Penalty: 3343.301514
	Iteration 17Q: 3 clusters Score -4074221 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -4074247.250000 Penalty: 3343.301514
	Iteration 18Q: 3 clusters Score -4074247 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -4074265.000000 Penalty: 3343.301514
	Iteration 19Q: 3 clusters Score -4074265 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -4074308.250000 Penalty: 3343.301514
	Iteration 20F: 3 clusters Score -4074308 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -4074338.750000 Penalty: 3343.301514
	Iteration 21Q: 3 clusters Score -4074339 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -4074359.000000 Penalty: 3343.301514
	Iteration 22Q: 3 clusters Score -4074359 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -4074395.250000 Penalty: 3343.301514
	Iteration 23Q: 3 clusters Score -4074395 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -4074441.250000 Penalty: 3343.301514
	Iteration 24Q: 3 clusters Score -4074441 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -4074489.000000 Penalty: 3343.301514
	Iteration 25Q: 3 clusters Score -4074489 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -4074542.000000 Penalty: 3343.301514
	Iteration 26Q: 3 clusters Score -4074542 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4074618.000000 Penalty: 3343.301514
	Iteration 27Q: 3 clusters Score -4074618 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -4074699.250000 Penalty: 3343.301514
	Iteration 28Q: 3 clusters Score -4074699 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -4074789.500000 Penalty: 3343.301514
	Iteration 29Q: 3 clusters Score -4074790 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -4074903.500000 Penalty: 3343.301514
	Iteration 30Q: 3 clusters Score -4074904 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -4075062.000000 Penalty: 3343.301514
	Iteration 31Q: 3 clusters Score -4075062 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -4075219.500000 Penalty: 3343.301514
	Iteration 32Q: 3 clusters Score -4075220 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -4075367.750000 Penalty: 3343.301514
	Iteration 33Q: 3 clusters Score -4075368 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -4075549.500000 Penalty: 3343.301514
	Iteration 34Q: 3 clusters Score -4075550 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -4075687.250000 Penalty: 3343.301514
	Iteration 35Q: 3 clusters Score -4075687 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -4075742.500000 Penalty: 3343.301514
	Iteration 36Q: 3 clusters Score -4075742 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -4075802.750000 Penalty: 3343.301514
	Iteration 37Q: 3 clusters Score -4075803 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -4075854.250000 Penalty: 3343.301514
	Iteration 38Q: 3 clusters Score -4075854 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -4075867.250000 Penalty: 3343.301514
	Iteration 39Q: 3 clusters Score -4075867 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -4075887.250000 Penalty: 3343.301514
	Iteration 40F: 3 clusters Score -4075887 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -4075897.250000 Penalty: 3343.301514
	Iteration 41Q: 3 clusters Score -4075897 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -4075894.500000 Penalty: 3343.301514
	Iteration 42Q: 3 clusters Score -4075894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -4075898.250000 Penalty: 3343.301514
	Iteration 43Q: 3 clusters Score -4075898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -4075896.500000 Penalty: 3343.301514
	Iteration 44Q: 3 clusters Score -4075896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -4075885.250000 Penalty: 3343.301514
	Iteration 45Q: 3 clusters Score -4075885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -4075888.250000 Penalty: 3343.301514
	Iteration 46Q: 3 clusters Score -4075888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -4075885.000000 Penalty: 3343.301514
	Iteration 47Q: 3 clusters Score -4075885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -4075880.750000 Penalty: 3343.301514
	Iteration 48Q: 3 clusters Score -4075881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -4075879.000000 Penalty: 3343.301514
	Iteration 49Q: 3 clusters Score -4075879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -4075880.250000 Penalty: 3343.301514
	Iteration 50Q: 3 clusters Score -4075880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -4075879.750000 Penalty: 3343.301514
	Iteration 51Q: 3 clusters Score -4075880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -4075879.250000 Penalty: 3343.301514
	Iteration 52Q: 3 clusters Score -4075879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -4075879.500000 Penalty: 3343.301514
	Iteration 53Q: 3 clusters Score -4075880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -4075878.250000 Penalty: 3343.301514
	Iteration 54Q: 3 clusters Score -4075878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -4075884.250000 Penalty: 3343.301514
	Iteration 55Q: 3 clusters Score -4075884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -4075884.250000 Penalty: 3343.301514
	Iteration 56F: 3 clusters Score -4075884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 31847 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 1801 members 
Mstep: Class 7 contains 15696 members 
Mstep: Class 8 contains 32482 members 
Mstep: Class 9 contains 32212 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 10626 members 
Mstep: Class 12 contains 15304 members 
Mstep: Class 13 contains 460 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 31229 members 
Mstep: Class 17 contains 4795 members 
Mstep: Class 18 contains 50254 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 87069 members 
Mstep: Class 21 contains 179282 members 
Mstep: Class 22 contains 30827 members 
Mstep: Class 23 contains 21791 members 
Entering Unmasked Estep 
Score: -84981760.000000 Penalty: 49734.640625
Splitting cluster 10 changes total score from -84793944.000000 to -84981760.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (10626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Entering Unmasked Estep 
Score: -1384722.750000 Penalty: 1506.547119
	Iteration 0F: 2 clusters Score -1384723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1377155.625000 Penalty: 3013.094238
	Iteration 0F: 3 clusters Score -1377156 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1381497.625000 Penalty: 3013.094238
	Iteration 1F: 3 clusters Score -1381498 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1385247.125000 Penalty: 3013.094238
	Iteration 2F: 3 clusters Score -1385247 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1389605.250000 Penalty: 3013.094238
	Iteration 3F: 3 clusters Score -1389605 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1391817.250000 Penalty: 3013.094238
	Iteration 4F: 3 clusters Score -1391817 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1392306.875000 Penalty: 3013.094238
	Iteration 5F: 3 clusters Score -1392307 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1392534.000000 Penalty: 3013.094238
	Iteration 6Q: 3 clusters Score -1392534 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1392706.625000 Penalty: 3013.094238
	Iteration 7Q: 3 clusters Score -1392707 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1392830.000000 Penalty: 3013.094238
	Iteration 8Q: 3 clusters Score -1392830 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1392926.625000 Penalty: 3013.094238
	Iteration 9Q: 3 clusters Score -1392927 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1392998.000000 Penalty: 3013.094238
	Iteration 10Q: 3 clusters Score -1392998 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1393063.875000 Penalty: 3013.094238
	Iteration 11Q: 3 clusters Score -1393064 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1393111.625000 Penalty: 3013.094238
	Iteration 12Q: 3 clusters Score -1393112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1393139.125000 Penalty: 3013.094238
	Iteration 13Q: 3 clusters Score -1393139 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1393157.000000 Penalty: 3013.094238
	Iteration 14Q: 3 clusters Score -1393157 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1393170.125000 Penalty: 3013.094238
	Iteration 15Q: 3 clusters Score -1393170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1393176.625000 Penalty: 3013.094238
	Iteration 16Q: 3 clusters Score -1393177 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1393193.750000 Penalty: 3013.094238
	Iteration 17Q: 3 clusters Score -1393194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1393195.750000 Penalty: 3013.094238
	Iteration 18Q: 3 clusters Score -1393196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1393195.625000 Penalty: 3013.094238
	Iteration 19Q: 3 clusters Score -1393196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1393207.375000 Penalty: 3013.094238
	Iteration 20F: 3 clusters Score -1393207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1393212.000000 Penalty: 3013.094238
	Iteration 21Q: 3 clusters Score -1393212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1393218.375000 Penalty: 3013.094238
	Iteration 22Q: 3 clusters Score -1393218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1393229.875000 Penalty: 3013.094238
	Iteration 23Q: 3 clusters Score -1393230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1393234.375000 Penalty: 3013.094238
	Iteration 24Q: 3 clusters Score -1393234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1393239.875000 Penalty: 3013.094238
	Iteration 25Q: 3 clusters Score -1393240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1393240.000000 Penalty: 3013.094238
	Iteration 26Q: 3 clusters Score -1393240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1393239.625000 Penalty: 3013.094238
	Iteration 27Q: 3 clusters Score -1393240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1393242.500000 Penalty: 3013.094238
	Iteration 28Q: 3 clusters Score -1393242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1393244.250000 Penalty: 3013.094238
	Iteration 29Q: 3 clusters Score -1393244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1393242.625000 Penalty: 3013.094238
	Iteration 30Q: 3 clusters Score -1393243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1393243.000000 Penalty: 3013.094238
	Iteration 31Q: 3 clusters Score -1393243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1393243.000000 Penalty: 3013.094238
	Iteration 32F: 3 clusters Score -1393243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 31847 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 1801 members 
Mstep: Class 7 contains 15696 members 
Mstep: Class 8 contains 32482 members 
Mstep: Class 9 contains 32212 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 4051 members 
Mstep: Class 12 contains 15304 members 
Mstep: Class 13 contains 460 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 31229 members 
Mstep: Class 17 contains 4795 members 
Mstep: Class 18 contains 50254 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 87069 members 
Mstep: Class 21 contains 179282 members 
Mstep: Class 22 contains 30827 members 
Mstep: Class 23 contains 21791 members 
Mstep: Class 24 contains 6575 members 
Entering Unmasked Estep 
Score: -84989712.000000 Penalty: 51897.019531
Splitting cluster 11 changes total score from -84793944.000000 to -84989712.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (15304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Entering Unmasked Estep 
Score: -1729216.375000 Penalty: 1565.828857
	Iteration 0F: 2 clusters Score -1729216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1718633.125000 Penalty: 3131.657715
	Iteration 0F: 3 clusters Score -1718633 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1722467.250000 Penalty: 3131.657715
	Iteration 1F: 3 clusters Score -1722467 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1723208.375000 Penalty: 3131.657715
	Iteration 2F: 3 clusters Score -1723208 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1723976.375000 Penalty: 3131.657715
	Iteration 3F: 3 clusters Score -1723976 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1724591.625000 Penalty: 3131.657715
	Iteration 4F: 3 clusters Score -1724592 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1725099.625000 Penalty: 3131.657715
	Iteration 5F: 3 clusters Score -1725100 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1725556.375000 Penalty: 3131.657715
	Iteration 6Q: 3 clusters Score -1725556 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1726023.000000 Penalty: 3131.657715
	Iteration 7Q: 3 clusters Score -1726023 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1726510.250000 Penalty: 3131.657715
	Iteration 8Q: 3 clusters Score -1726510 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1727011.000000 Penalty: 3131.657715
	Iteration 9Q: 3 clusters Score -1727011 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1727453.500000 Penalty: 3131.657715
	Iteration 10Q: 3 clusters Score -1727454 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1727764.375000 Penalty: 3131.657715
	Iteration 11Q: 3 clusters Score -1727764 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1727941.500000 Penalty: 3131.657715
	Iteration 12Q: 3 clusters Score -1727942 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1728034.250000 Penalty: 3131.657715
	Iteration 13Q: 3 clusters Score -1728034 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1728098.750000 Penalty: 3131.657715
	Iteration 14Q: 3 clusters Score -1728099 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1728121.125000 Penalty: 3131.657715
	Iteration 15Q: 3 clusters Score -1728121 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1728135.500000 Penalty: 3131.657715
	Iteration 16Q: 3 clusters Score -1728136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1728149.125000 Penalty: 3131.657715
	Iteration 17Q: 3 clusters Score -1728149 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1728162.125000 Penalty: 3131.657715
	Iteration 18Q: 3 clusters Score -1728162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1728172.000000 Penalty: 3131.657715
	Iteration 19Q: 3 clusters Score -1728172 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1728180.375000 Penalty: 3131.657715
	Iteration 20F: 3 clusters Score -1728180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1728185.625000 Penalty: 3131.657715
	Iteration 21Q: 3 clusters Score -1728186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1728185.125000 Penalty: 3131.657715
	Iteration 22Q: 3 clusters Score -1728185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1728189.375000 Penalty: 3131.657715
	Iteration 23Q: 3 clusters Score -1728189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1728191.750000 Penalty: 3131.657715
	Iteration 24Q: 3 clusters Score -1728192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1728191.000000 Penalty: 3131.657715
	Iteration 25Q: 3 clusters Score -1728191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1728189.875000 Penalty: 3131.657715
	Iteration 26Q: 3 clusters Score -1728190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1728197.375000 Penalty: 3131.657715
	Iteration 27Q: 3 clusters Score -1728197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1728198.375000 Penalty: 3131.657715
	Iteration 28Q: 3 clusters Score -1728198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1728203.250000 Penalty: 3131.657715
	Iteration 29Q: 3 clusters Score -1728203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1728199.625000 Penalty: 3131.657715
	Iteration 30Q: 3 clusters Score -1728200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1728201.375000 Penalty: 3131.657715
	Iteration 31Q: 3 clusters Score -1728201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1728200.125000 Penalty: 3131.657715
	Iteration 32Q: 3 clusters Score -1728200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1728204.750000 Penalty: 3131.657715
	Iteration 33Q: 3 clusters Score -1728205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1728205.250000 Penalty: 3131.657715
	Iteration 34Q: 3 clusters Score -1728205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1728207.500000 Penalty: 3131.657715
	Iteration 35Q: 3 clusters Score -1728208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1728208.000000 Penalty: 3131.657715
	Iteration 36Q: 3 clusters Score -1728208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1728208.125000 Penalty: 3131.657715
	Iteration 37Q: 3 clusters Score -1728208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1728213.375000 Penalty: 3131.657715
	Iteration 38Q: 3 clusters Score -1728213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1728210.000000 Penalty: 3131.657715
	Iteration 39Q: 3 clusters Score -1728210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1728209.750000 Penalty: 3131.657715
	Iteration 40F: 3 clusters Score -1728210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1728208.875000 Penalty: 3131.657715
	Iteration 41Q: 3 clusters Score -1728209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1728208.500000 Penalty: 3131.657715
	Iteration 42Q: 3 clusters Score -1728208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1728211.000000 Penalty: 3131.657715
	Iteration 43Q: 3 clusters Score -1728211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1728210.375000 Penalty: 3131.657715
	Iteration 44Q: 3 clusters Score -1728210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1728210.500000 Penalty: 3131.657715
	Iteration 45Q: 3 clusters Score -1728210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1728212.375000 Penalty: 3131.657715
	Iteration 46Q: 3 clusters Score -1728212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1728218.875000 Penalty: 3131.657715
	Iteration 47Q: 3 clusters Score -1728219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1728215.250000 Penalty: 3131.657715
	Iteration 48Q: 3 clusters Score -1728215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1728215.125000 Penalty: 3131.657715
	Iteration 49Q: 3 clusters Score -1728215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1728214.000000 Penalty: 3131.657715
	Iteration 50Q: 3 clusters Score -1728214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1728212.375000 Penalty: 3131.657715
	Iteration 51Q: 3 clusters Score -1728212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1728213.750000 Penalty: 3131.657715
	Iteration 52Q: 3 clusters Score -1728214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1728213.125000 Penalty: 3131.657715
	Iteration 53Q: 3 clusters Score -1728213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1728212.500000 Penalty: 3131.657715
	Iteration 54Q: 3 clusters Score -1728212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1728214.750000 Penalty: 3131.657715
	Iteration 55Q: 3 clusters Score -1728215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1728214.375000 Penalty: 3131.657715
	Iteration 56Q: 3 clusters Score -1728214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1728216.750000 Penalty: 3131.657715
	Iteration 57Q: 3 clusters Score -1728217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1728219.125000 Penalty: 3131.657715
	Iteration 58Q: 3 clusters Score -1728219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1728218.000000 Penalty: 3131.657715
	Iteration 59Q: 3 clusters Score -1728218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1728218.750000 Penalty: 3131.657715
	Iteration 60F: 3 clusters Score -1728219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1728219.500000 Penalty: 3131.657715
	Iteration 61Q: 3 clusters Score -1728220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1728218.250000 Penalty: 3131.657715
	Iteration 62Q: 3 clusters Score -1728218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1728217.875000 Penalty: 3131.657715
	Iteration 63Q: 3 clusters Score -1728218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1728218.125000 Penalty: 3131.657715
	Iteration 64Q: 3 clusters Score -1728218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1728220.500000 Penalty: 3131.657715
	Iteration 65Q: 3 clusters Score -1728220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1728219.000000 Penalty: 3131.657715
	Iteration 66Q: 3 clusters Score -1728219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1728220.000000 Penalty: 3131.657715
	Iteration 67Q: 3 clusters Score -1728220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1728220.125000 Penalty: 3131.657715
	Iteration 68Q: 3 clusters Score -1728220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1728220.500000 Penalty: 3131.657715
	Iteration 69Q: 3 clusters Score -1728220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1728224.125000 Penalty: 3131.657715
	Iteration 70Q: 3 clusters Score -1728224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1728225.000000 Penalty: 3131.657715
	Iteration 71Q: 3 clusters Score -1728225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1728223.625000 Penalty: 3131.657715
	Iteration 72Q: 3 clusters Score -1728224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1728225.875000 Penalty: 3131.657715
	Iteration 73Q: 3 clusters Score -1728226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1728225.125000 Penalty: 3131.657715
	Iteration 74Q: 3 clusters Score -1728225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1728227.375000 Penalty: 3131.657715
	Iteration 75Q: 3 clusters Score -1728227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1728228.000000 Penalty: 3131.657715
	Iteration 76Q: 3 clusters Score -1728228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1728225.125000 Penalty: 3131.657715
	Iteration 77Q: 3 clusters Score -1728225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1728223.750000 Penalty: 3131.657715
	Iteration 78Q: 3 clusters Score -1728224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1728223.750000 Penalty: 3131.657715
	Iteration 79F: 3 clusters Score -1728224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -42234.835938 Penalty: 996.324341
	Iteration 0F: 2 clusters Score -42234.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -41328.753906 Penalty: 1992.648682
	Iteration 0F: 3 clusters Score -41328.75 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -41591.148438 Penalty: 1992.648682
	Iteration 1F: 3 clusters Score -41591.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -41821.445312 Penalty: 1992.648682
	Iteration 2F: 3 clusters Score -41821.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -42352.421875 Penalty: 1992.648682
	Iteration 3F: 3 clusters Score -42352.42 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -43482.628906 Penalty: 1992.648682
	Iteration 4F: 3 clusters Score -43482.63 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -44277.558594 Penalty: 1992.648682
	Iteration 5F: 3 clusters Score -44277.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -44573.035156 Penalty: 1992.648682
	Iteration 6Q: 3 clusters Score -44573.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -44574.996094 Penalty: 1992.648682
	Iteration 7Q: 3 clusters Score -44575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -44575.464844 Penalty: 1992.648682
	Iteration 8Q: 3 clusters Score -44575.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -44575.464844 Penalty: 1992.648682
	Iteration 9F: 3 clusters Score -44575.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 31847 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 1801 members 
Mstep: Class 7 contains 15696 members 
Mstep: Class 8 contains 32482 members 
Mstep: Class 9 contains 32212 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 4051 members 
Mstep: Class 12 contains 15304 members 
Mstep: Class 13 contains 168 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 31229 members 
Mstep: Class 17 contains 4795 members 
Mstep: Class 18 contains 50254 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 87069 members 
Mstep: Class 21 contains 179282 members 
Mstep: Class 22 contains 30827 members 
Mstep: Class 23 contains 21791 members 
Mstep: Class 24 contains 6575 members 
Mstep: Class 25 contains 292 members 
Entering Unmasked Estep 
Score: -84990896.000000 Penalty: 54059.394531
Splitting cluster 13 changes total score from -84793944.000000 to -84990896.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (7713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Entering Unmasked Estep 
Score: -927541.875000 Penalty: 1454.482666
	Iteration 0F: 2 clusters Score -927541.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -921946.750000 Penalty: 2908.965332
	Iteration 0F: 3 clusters Score -921946.8 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -925412.500000 Penalty: 2908.965332
	Iteration 1F: 3 clusters Score -925412.5 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -927488.500000 Penalty: 2908.965332
	Iteration 2F: 3 clusters Score -927488.5 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -928970.750000 Penalty: 2908.965332
	Iteration 3F: 3 clusters Score -928970.8 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -929745.812500 Penalty: 2908.965332
	Iteration 4F: 3 clusters Score -929745.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -930385.125000 Penalty: 2908.965332
	Iteration 5F: 3 clusters Score -930385.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -930930.625000 Penalty: 2908.965332
	Iteration 6Q: 3 clusters Score -930930.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -931355.750000 Penalty: 2908.965332
	Iteration 7Q: 3 clusters Score -931355.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -931663.312500 Penalty: 2908.965332
	Iteration 8Q: 3 clusters Score -931663.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -931897.187500 Penalty: 2908.965332
	Iteration 9Q: 3 clusters Score -931897.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -932030.062500 Penalty: 2908.965332
	Iteration 10Q: 3 clusters Score -932030.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -932107.250000 Penalty: 2908.965332
	Iteration 11Q: 3 clusters Score -932107.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -932164.125000 Penalty: 2908.965332
	Iteration 12Q: 3 clusters Score -932164.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -932225.250000 Penalty: 2908.965332
	Iteration 13Q: 3 clusters Score -932225.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -932265.437500 Penalty: 2908.965332
	Iteration 14Q: 3 clusters Score -932265.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -932300.625000 Penalty: 2908.965332
	Iteration 15Q: 3 clusters Score -932300.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -932327.250000 Penalty: 2908.965332
	Iteration 16Q: 3 clusters Score -932327.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -932355.437500 Penalty: 2908.965332
	Iteration 17Q: 3 clusters Score -932355.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -932383.437500 Penalty: 2908.965332
	Iteration 18Q: 3 clusters Score -932383.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -932415.250000 Penalty: 2908.965332
	Iteration 19Q: 3 clusters Score -932415.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -932450.500000 Penalty: 2908.965332
	Iteration 20F: 3 clusters Score -932450.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -932486.812500 Penalty: 2908.965332
	Iteration 21Q: 3 clusters Score -932486.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -932520.437500 Penalty: 2908.965332
	Iteration 22Q: 3 clusters Score -932520.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -932555.000000 Penalty: 2908.965332
	Iteration 23Q: 3 clusters Score -932555 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -932583.812500 Penalty: 2908.965332
	Iteration 24Q: 3 clusters Score -932583.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -932602.500000 Penalty: 2908.965332
	Iteration 25Q: 3 clusters Score -932602.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -932616.250000 Penalty: 2908.965332
	Iteration 26Q: 3 clusters Score -932616.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -932624.812500 Penalty: 2908.965332
	Iteration 27Q: 3 clusters Score -932624.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -932632.250000 Penalty: 2908.965332
	Iteration 28Q: 3 clusters Score -932632.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -932636.625000 Penalty: 2908.965332
	Iteration 29Q: 3 clusters Score -932636.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -932642.875000 Penalty: 2908.965332
	Iteration 30Q: 3 clusters Score -932642.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -932645.000000 Penalty: 2908.965332
	Iteration 31Q: 3 clusters Score -932645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -932651.187500 Penalty: 2908.965332
	Iteration 32Q: 3 clusters Score -932651.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -932657.187500 Penalty: 2908.965332
	Iteration 33Q: 3 clusters Score -932657.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -932658.812500 Penalty: 2908.965332
	Iteration 34Q: 3 clusters Score -932658.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -932660.062500 Penalty: 2908.965332
	Iteration 35Q: 3 clusters Score -932660.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -932659.875000 Penalty: 2908.965332
	Iteration 36Q: 3 clusters Score -932659.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -932660.687500 Penalty: 2908.965332
	Iteration 37Q: 3 clusters Score -932660.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -932664.625000 Penalty: 2908.965332
	Iteration 38Q: 3 clusters Score -932664.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -932664.375000 Penalty: 2908.965332
	Iteration 39Q: 3 clusters Score -932664.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -932664.375000 Penalty: 2908.965332
	Iteration 40F: 3 clusters Score -932664.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -932667.187500 Penalty: 2908.965332
	Iteration 41Q: 3 clusters Score -932667.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -932668.937500 Penalty: 2908.965332
	Iteration 42Q: 3 clusters Score -932668.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -932668.937500 Penalty: 2908.965332
	Iteration 43Q: 3 clusters Score -932668.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -932669.750000 Penalty: 2908.965332
	Iteration 44Q: 3 clusters Score -932669.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -932673.062500 Penalty: 2908.965332
	Iteration 45Q: 3 clusters Score -932673.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -932672.937500 Penalty: 2908.965332
	Iteration 46Q: 3 clusters Score -932672.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -932675.000000 Penalty: 2908.965332
	Iteration 47Q: 3 clusters Score -932675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -932677.000000 Penalty: 2908.965332
	Iteration 48Q: 3 clusters Score -932677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -932677.625000 Penalty: 2908.965332
	Iteration 49Q: 3 clusters Score -932677.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -932679.812500 Penalty: 2908.965332
	Iteration 50Q: 3 clusters Score -932679.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -932679.437500 Penalty: 2908.965332
	Iteration 51Q: 3 clusters Score -932679.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -932681.562500 Penalty: 2908.965332
	Iteration 52Q: 3 clusters Score -932681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -932681.125000 Penalty: 2908.965332
	Iteration 53Q: 3 clusters Score -932681.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -932680.687500 Penalty: 2908.965332
	Iteration 54Q: 3 clusters Score -932680.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -932680.687500 Penalty: 2908.965332
	Iteration 55F: 3 clusters Score -932680.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 31847 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 1801 members 
Mstep: Class 7 contains 15696 members 
Mstep: Class 8 contains 32482 members 
Mstep: Class 9 contains 32212 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 4051 members 
Mstep: Class 12 contains 15304 members 
Mstep: Class 13 contains 168 members 
Mstep: Class 14 contains 3849 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 31229 members 
Mstep: Class 17 contains 4795 members 
Mstep: Class 18 contains 50254 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 87069 members 
Mstep: Class 21 contains 179282 members 
Mstep: Class 22 contains 30827 members 
Mstep: Class 23 contains 21791 members 
Mstep: Class 24 contains 6575 members 
Mstep: Class 25 contains 292 members 
Mstep: Class 26 contains 3864 members 
Entering Unmasked Estep 
Score: -84995064.000000 Penalty: 56221.769531
Splitting cluster 14 changes total score from -84793944.000000 to -84995064.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (31229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Entering Unmasked Estep 
Score: -4368876.000000 Penalty: 1681.729126
	Iteration 0F: 2 clusters Score -4368876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -4348706.000000 Penalty: 3363.458252
	Iteration 0F: 3 clusters Score -4348706 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -4359782.000000 Penalty: 3363.458252
	Iteration 1F: 3 clusters Score -4359782 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -4365531.000000 Penalty: 3363.458252
	Iteration 2F: 3 clusters Score -4365531 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -4383251.000000 Penalty: 3363.458252
	Iteration 3F: 3 clusters Score -4383251 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -4399848.500000 Penalty: 3363.458252
	Iteration 4F: 3 clusters Score -4399848 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -4403606.000000 Penalty: 3363.458252
	Iteration 5F: 3 clusters Score -4403606 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -4404303.000000 Penalty: 3363.458252
	Iteration 6Q: 3 clusters Score -4404303 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -4404544.000000 Penalty: 3363.458252
	Iteration 7Q: 3 clusters Score -4404544 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -4404635.000000 Penalty: 3363.458252
	Iteration 8Q: 3 clusters Score -4404635 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -4404667.500000 Penalty: 3363.458252
	Iteration 9Q: 3 clusters Score -4404668 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -4404684.500000 Penalty: 3363.458252
	Iteration 10Q: 3 clusters Score -4404684 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -4404707.500000 Penalty: 3363.458252
	Iteration 11Q: 3 clusters Score -4404708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -4404718.000000 Penalty: 3363.458252
	Iteration 12Q: 3 clusters Score -4404718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -4404723.000000 Penalty: 3363.458252
	Iteration 13Q: 3 clusters Score -4404723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -4404715.500000 Penalty: 3363.458252
	Iteration 14Q: 3 clusters Score -4404716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -4404710.000000 Penalty: 3363.458252
	Iteration 15Q: 3 clusters Score -4404710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -4404706.500000 Penalty: 3363.458252
	Iteration 16Q: 3 clusters Score -4404706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4404705.000000 Penalty: 3363.458252
	Iteration 17Q: 3 clusters Score -4404705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -4404705.500000 Penalty: 3363.458252
	Iteration 18Q: 3 clusters Score -4404706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -4404706.500000 Penalty: 3363.458252
	Iteration 19Q: 3 clusters Score -4404706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -4404705.500000 Penalty: 3363.458252
	Iteration 20F: 3 clusters Score -4404706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 31847 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 1801 members 
Mstep: Class 7 contains 15696 members 
Mstep: Class 8 contains 32482 members 
Mstep: Class 9 contains 32212 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 4051 members 
Mstep: Class 12 contains 15304 members 
Mstep: Class 13 contains 168 members 
Mstep: Class 14 contains 3849 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 16961 members 
Mstep: Class 17 contains 4795 members 
Mstep: Class 18 contains 50254 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 87069 members 
Mstep: Class 21 contains 179282 members 
Mstep: Class 22 contains 30827 members 
Mstep: Class 23 contains 21791 members 
Mstep: Class 24 contains 6575 members 
Mstep: Class 25 contains 292 members 
Mstep: Class 26 contains 3864 members 
Mstep: Class 27 contains 14268 members 
Entering Unmasked Estep 
Score: -85029776.000000 Penalty: 58384.144531
Splitting cluster 16 changes total score from -84793944.000000 to -85029776.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (4795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Entering Unmasked Estep 
Score: -578150.625000 Penalty: 1377.240967
	Iteration 0F: 2 clusters Score -578150.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -574354.000000 Penalty: 2754.481934
	Iteration 0F: 3 clusters Score -574354 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -576484.625000 Penalty: 2754.481934
	Iteration 1F: 3 clusters Score -576484.6 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -577765.625000 Penalty: 2754.481934
	Iteration 2F: 3 clusters Score -577765.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -578596.562500 Penalty: 2754.481934
	Iteration 3F: 3 clusters Score -578596.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -579200.375000 Penalty: 2754.481934
	Iteration 4F: 3 clusters Score -579200.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -579806.000000 Penalty: 2754.481934
	Iteration 5F: 3 clusters Score -579806 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -580670.937500 Penalty: 2754.481934
	Iteration 6F: 3 clusters Score -580670.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -581848.750000 Penalty: 2754.481934
	Iteration 7F: 3 clusters Score -581848.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -582965.937500 Penalty: 2754.481934
	Iteration 8F: 3 clusters Score -582965.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -583602.125000 Penalty: 2754.481934
	Iteration 9F: 3 clusters Score -583602.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -583865.625000 Penalty: 2754.481934
	Iteration 10Q: 3 clusters Score -583865.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -583977.875000 Penalty: 2754.481934
	Iteration 11Q: 3 clusters Score -583977.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -584060.312500 Penalty: 2754.481934
	Iteration 12Q: 3 clusters Score -584060.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -584117.750000 Penalty: 2754.481934
	Iteration 13Q: 3 clusters Score -584117.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -584167.000000 Penalty: 2754.481934
	Iteration 14Q: 3 clusters Score -584167 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -584200.000000 Penalty: 2754.481934
	Iteration 15Q: 3 clusters Score -584200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -584220.437500 Penalty: 2754.481934
	Iteration 16Q: 3 clusters Score -584220.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -584229.875000 Penalty: 2754.481934
	Iteration 17Q: 3 clusters Score -584229.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -584234.687500 Penalty: 2754.481934
	Iteration 18Q: 3 clusters Score -584234.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -584240.250000 Penalty: 2754.481934
	Iteration 19Q: 3 clusters Score -584240.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -584246.625000 Penalty: 2754.481934
	Iteration 20F: 3 clusters Score -584246.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -584255.000000 Penalty: 2754.481934
	Iteration 21Q: 3 clusters Score -584255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -584262.187500 Penalty: 2754.481934
	Iteration 22Q: 3 clusters Score -584262.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -584266.937500 Penalty: 2754.481934
	Iteration 23Q: 3 clusters Score -584266.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -584273.125000 Penalty: 2754.481934
	Iteration 24Q: 3 clusters Score -584273.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -584280.312500 Penalty: 2754.481934
	Iteration 25Q: 3 clusters Score -584280.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -584285.062500 Penalty: 2754.481934
	Iteration 26Q: 3 clusters Score -584285.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -584291.625000 Penalty: 2754.481934
	Iteration 27Q: 3 clusters Score -584291.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -584296.437500 Penalty: 2754.481934
	Iteration 28Q: 3 clusters Score -584296.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -584298.625000 Penalty: 2754.481934
	Iteration 29Q: 3 clusters Score -584298.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -584300.937500 Penalty: 2754.481934
	Iteration 30Q: 3 clusters Score -584300.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -584302.937500 Penalty: 2754.481934
	Iteration 31Q: 3 clusters Score -584302.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -584302.937500 Penalty: 2754.481934
	Iteration 32F: 3 clusters Score -584302.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 31847 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 1801 members 
Mstep: Class 7 contains 15696 members 
Mstep: Class 8 contains 32482 members 
Mstep: Class 9 contains 32212 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 4051 members 
Mstep: Class 12 contains 15304 members 
Mstep: Class 13 contains 168 members 
Mstep: Class 14 contains 3849 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 16961 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 50254 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 87069 members 
Mstep: Class 21 contains 179282 members 
Mstep: Class 22 contains 30827 members 
Mstep: Class 23 contains 21791 members 
Mstep: Class 24 contains 6575 members 
Mstep: Class 25 contains 292 members 
Mstep: Class 26 contains 3864 members 
Mstep: Class 27 contains 14268 members 
Mstep: Class 28 contains 2460 members 
Entering Unmasked Estep 
Score: -85035488.000000 Penalty: 60546.519531
Splitting cluster 17 changes total score from -84793944.000000 to -85035488.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -227200.734375 Penalty: 1208.832886
	Iteration 0F: 2 clusters Score -227200.7 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 831 members 
Entering Unmasked Estep 
Score: -225404.859375 Penalty: 2417.665771
	Iteration 0F: 3 clusters Score -225404.9 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -226255.140625 Penalty: 2417.665771
	Iteration 1F: 3 clusters Score -226255.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -226612.000000 Penalty: 2417.665771
	Iteration 2F: 3 clusters Score -226612 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -227279.593750 Penalty: 2417.665771
	Iteration 3F: 3 clusters Score -227279.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -228531.734375 Penalty: 2417.665771
	Iteration 4F: 3 clusters Score -228531.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -229822.390625 Penalty: 2417.665771
	Iteration 5F: 3 clusters Score -229822.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -230198.187500 Penalty: 2417.665771
	Iteration 6Q: 3 clusters Score -230198.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -230303.484375 Penalty: 2417.665771
	Iteration 7Q: 3 clusters Score -230303.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -230351.312500 Penalty: 2417.665771
	Iteration 8Q: 3 clusters Score -230351.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -230382.953125 Penalty: 2417.665771
	Iteration 9Q: 3 clusters Score -230383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -230397.296875 Penalty: 2417.665771
	Iteration 10Q: 3 clusters Score -230397.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -230405.406250 Penalty: 2417.665771
	Iteration 11Q: 3 clusters Score -230405.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -230410.296875 Penalty: 2417.665771
	Iteration 12Q: 3 clusters Score -230410.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -230412.593750 Penalty: 2417.665771
	Iteration 13Q: 3 clusters Score -230412.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -230421.812500 Penalty: 2417.665771
	Iteration 14F: 3 clusters Score -230421.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -230457.953125 Penalty: 2417.665771
	Iteration 15Q: 3 clusters Score -230458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -230490.250000 Penalty: 2417.665771
	Iteration 16Q: 3 clusters Score -230490.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -230536.359375 Penalty: 2417.665771
	Iteration 17Q: 3 clusters Score -230536.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -230590.609375 Penalty: 2417.665771
	Iteration 18Q: 3 clusters Score -230590.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -230667.578125 Penalty: 2417.665771
	Iteration 19Q: 3 clusters Score -230667.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -230771.250000 Penalty: 2417.665771
	Iteration 20F: 3 clusters Score -230771.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -230834.359375 Penalty: 2417.665771
	Iteration 21Q: 3 clusters Score -230834.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -230852.656250 Penalty: 2417.665771
	Iteration 22Q: 3 clusters Score -230852.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -230855.546875 Penalty: 2417.665771
	Iteration 23Q: 3 clusters Score -230855.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -230858.781250 Penalty: 2417.665771
	Iteration 24Q: 3 clusters Score -230858.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -230860.843750 Penalty: 2417.665771
	Iteration 25Q: 3 clusters Score -230860.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -230862.109375 Penalty: 2417.665771
	Iteration 26Q: 3 clusters Score -230862.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -230862.109375 Penalty: 2417.665771
	Iteration 27F: 3 clusters Score -230862.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 31847 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 1801 members 
Mstep: Class 7 contains 15696 members 
Mstep: Class 8 contains 32482 members 
Mstep: Class 9 contains 32212 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 4051 members 
Mstep: Class 12 contains 15304 members 
Mstep: Class 13 contains 168 members 
Mstep: Class 14 contains 3849 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 16961 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 50254 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 87069 members 
Mstep: Class 21 contains 179282 members 
Mstep: Class 22 contains 30827 members 
Mstep: Class 23 contains 21791 members 
Mstep: Class 24 contains 6575 members 
Mstep: Class 25 contains 292 members 
Mstep: Class 26 contains 3864 members 
Mstep: Class 27 contains 14268 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 364 members 
Entering Unmasked Estep 
Score: -85038224.000000 Penalty: 62708.898438
Splitting cluster 19 changes total score from -84793944.000000 to -85038224.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 20 (87069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87069 members 
Entering Unmasked Estep 
Score: -13037746.000000 Penalty: 1848.349121
	Iteration 0F: 2 clusters Score -1.303775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -13051363.000000 Penalty: 3696.698242
	Iteration 0F: 3 clusters Score -1.305136e+07 nChanged 41526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -13076193.000000 Penalty: 3696.698242
	Iteration 1F: 3 clusters Score -1.307619e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -13078367.000000 Penalty: 3696.698242
	Iteration 2F: 3 clusters Score -1.307837e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -13082924.000000 Penalty: 3696.698242
	Iteration 3F: 3 clusters Score -1.308292e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -13090213.000000 Penalty: 3696.698242
	Iteration 4F: 3 clusters Score -1.309021e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -13097947.000000 Penalty: 3696.698242
	Iteration 5F: 3 clusters Score -1.309795e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -13104185.000000 Penalty: 3696.698242
	Iteration 6F: 3 clusters Score -1.310418e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -13107406.000000 Penalty: 3696.698242
	Iteration 7F: 3 clusters Score -1.310741e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -13108984.000000 Penalty: 3696.698242
	Iteration 8Q: 3 clusters Score -1.310898e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -13110091.000000 Penalty: 3696.698242
	Iteration 9Q: 3 clusters Score -1.311009e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -13110723.000000 Penalty: 3696.698242
	Iteration 10Q: 3 clusters Score -1.311072e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -13111288.000000 Penalty: 3696.698242
	Iteration 11Q: 3 clusters Score -1.311129e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -13111715.000000 Penalty: 3696.698242
	Iteration 12Q: 3 clusters Score -1.311172e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -13111978.000000 Penalty: 3696.698242
	Iteration 13Q: 3 clusters Score -1.311198e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -13112138.000000 Penalty: 3696.698242
	Iteration 14Q: 3 clusters Score -1.311214e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -13112212.000000 Penalty: 3696.698242
	Iteration 15Q: 3 clusters Score -1.311221e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 51442 members 
Entering Unmasked Estep 
Score: -13112440.000000 Penalty: 3696.698242
	Iteration 16Q: 3 clusters Score -1.311244e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -13112555.000000 Penalty: 3696.698242
	Iteration 17Q: 3 clusters Score -1.311256e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -13112665.000000 Penalty: 3696.698242
	Iteration 18Q: 3 clusters Score -1.311266e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -13112786.000000 Penalty: 3696.698242
	Iteration 19Q: 3 clusters Score -1.311279e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -13112825.000000 Penalty: 3696.698242
	Iteration 20F: 3 clusters Score -1.311282e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -13112859.000000 Penalty: 3696.698242
	Iteration 21Q: 3 clusters Score -1.311286e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -13112904.000000 Penalty: 3696.698242
	Iteration 22Q: 3 clusters Score -1.31129e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -13112941.000000 Penalty: 3696.698242
	Iteration 23Q: 3 clusters Score -1.311294e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -13112979.000000 Penalty: 3696.698242
	Iteration 24Q: 3 clusters Score -1.311298e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -13112997.000000 Penalty: 3696.698242
	Iteration 25Q: 3 clusters Score -1.3113e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -13112997.000000 Penalty: 3696.698242
	Iteration 26Q: 3 clusters Score -1.3113e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -13112982.000000 Penalty: 3696.698242
	Iteration 27Q: 3 clusters Score -1.311298e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -13112970.000000 Penalty: 3696.698242
	Iteration 28Q: 3 clusters Score -1.311297e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 52424 members 
Entering Unmasked Estep 
Score: -13112929.000000 Penalty: 3696.698242
	Iteration 29Q: 3 clusters Score -1.311293e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 52470 members 
Entering Unmasked Estep 
Score: -13112938.000000 Penalty: 3696.698242
	Iteration 30Q: 3 clusters Score -1.311294e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -13113009.000000 Penalty: 3696.698242
	Iteration 31Q: 3 clusters Score -1.311301e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -13113001.000000 Penalty: 3696.698242
	Iteration 32Q: 3 clusters Score -1.3113e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 52582 members 
Entering Unmasked Estep 
Score: -13112989.000000 Penalty: 3696.698242
	Iteration 33Q: 3 clusters Score -1.311299e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -13112955.000000 Penalty: 3696.698242
	Iteration 34Q: 3 clusters Score -1.311296e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 52587 members 
Entering Unmasked Estep 
Score: -13112998.000000 Penalty: 3696.698242
	Iteration 35Q: 3 clusters Score -1.3113e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -13113024.000000 Penalty: 3696.698242
	Iteration 36Q: 3 clusters Score -1.311302e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -13113032.000000 Penalty: 3696.698242
	Iteration 37Q: 3 clusters Score -1.311303e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -13113025.000000 Penalty: 3696.698242
	Iteration 38Q: 3 clusters Score -1.311302e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 52582 members 
Entering Unmasked Estep 
Score: -13113053.000000 Penalty: 3696.698242
	Iteration 39Q: 3 clusters Score -1.311305e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -13113046.000000 Penalty: 3696.698242
	Iteration 40F: 3 clusters Score -1.311305e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -13113084.000000 Penalty: 3696.698242
	Iteration 41Q: 3 clusters Score -1.311308e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
Score: -13113068.000000 Penalty: 3696.698242
	Iteration 42Q: 3 clusters Score -1.311307e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -13113061.000000 Penalty: 3696.698242
	Iteration 43Q: 3 clusters Score -1.311306e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -13113062.000000 Penalty: 3696.698242
	Iteration 44Q: 3 clusters Score -1.311306e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -13113064.000000 Penalty: 3696.698242
	Iteration 45Q: 3 clusters Score -1.311306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -13113075.000000 Penalty: 3696.698242
	Iteration 46Q: 3 clusters Score -1.311308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -13113078.000000 Penalty: 3696.698242
	Iteration 47Q: 3 clusters Score -1.311308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -13113077.000000 Penalty: 3696.698242
	Iteration 48Q: 3 clusters Score -1.311308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -13113069.000000 Penalty: 3696.698242
	Iteration 49Q: 3 clusters Score -1.311307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -13113079.000000 Penalty: 3696.698242
	Iteration 50Q: 3 clusters Score -1.311308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -13113089.000000 Penalty: 3696.698242
	Iteration 51Q: 3 clusters Score -1.311309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 52600 members 
Entering Unmasked Estep 
Score: -13113075.000000 Penalty: 3696.698242
	Iteration 52Q: 3 clusters Score -1.311308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -13113082.000000 Penalty: 3696.698242
	Iteration 53Q: 3 clusters Score -1.311308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -13113084.000000 Penalty: 3696.698242
	Iteration 54Q: 3 clusters Score -1.311308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -13113081.000000 Penalty: 3696.698242
	Iteration 55Q: 3 clusters Score -1.311308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -13113091.000000 Penalty: 3696.698242
	Iteration 56Q: 3 clusters Score -1.311309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -13113086.000000 Penalty: 3696.698242
	Iteration 57Q: 3 clusters Score -1.311309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 52616 members 
Entering Unmasked Estep 
Score: -13113089.000000 Penalty: 3696.698242
	Iteration 58Q: 3 clusters Score -1.311309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -13113082.000000 Penalty: 3696.698242
	Iteration 59Q: 3 clusters Score -1.311308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -13113082.000000 Penalty: 3696.698242
	Iteration 60F: 3 clusters Score -1.311308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -13113082.000000 Penalty: 3696.698242
	Iteration 61Q: 3 clusters Score -1.311308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -13113089.000000 Penalty: 3696.698242
	Iteration 62Q: 3 clusters Score -1.311309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -13113092.000000 Penalty: 3696.698242
	Iteration 63Q: 3 clusters Score -1.311309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -13113084.000000 Penalty: 3696.698242
	Iteration 64Q: 3 clusters Score -1.311308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -13113073.000000 Penalty: 3696.698242
	Iteration 65Q: 3 clusters Score -1.311307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -13113074.000000 Penalty: 3696.698242
	Iteration 66Q: 3 clusters Score -1.311307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -13113079.000000 Penalty: 3696.698242
	Iteration 67Q: 3 clusters Score -1.311308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -13113082.000000 Penalty: 3696.698242
	Iteration 68Q: 3 clusters Score -1.311308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -13113078.000000 Penalty: 3696.698242
	Iteration 69Q: 3 clusters Score -1.311308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -13113086.000000 Penalty: 3696.698242
	Iteration 70Q: 3 clusters Score -1.311309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -13113089.000000 Penalty: 3696.698242
	Iteration 71Q: 3 clusters Score -1.311309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -13113085.000000 Penalty: 3696.698242
	Iteration 72Q: 3 clusters Score -1.311308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -13113085.000000 Penalty: 3696.698242
	Iteration 73Q: 3 clusters Score -1.311308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -13113085.000000 Penalty: 3696.698242
	Iteration 74Q: 3 clusters Score -1.311308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -13113093.000000 Penalty: 3696.698242
	Iteration 75Q: 3 clusters Score -1.311309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -13113093.000000 Penalty: 3696.698242
	Iteration 76Q: 3 clusters Score -1.311309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -13113096.000000 Penalty: 3696.698242
	Iteration 77Q: 3 clusters Score -1.31131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -13113096.000000 Penalty: 3696.698242
	Iteration 78F: 3 clusters Score -1.31131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 31847 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 1801 members 
Mstep: Class 7 contains 15696 members 
Mstep: Class 8 contains 32482 members 
Mstep: Class 9 contains 32212 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 4051 members 
Mstep: Class 12 contains 15304 members 
Mstep: Class 13 contains 168 members 
Mstep: Class 14 contains 3849 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 16961 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 50254 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 34428 members 
Mstep: Class 21 contains 179282 members 
Mstep: Class 22 contains 30827 members 
Mstep: Class 23 contains 21791 members 
Mstep: Class 24 contains 6575 members 
Mstep: Class 25 contains 292 members 
Mstep: Class 26 contains 3864 members 
Mstep: Class 27 contains 14268 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 52641 members 
Entering Unmasked Estep 
Score: -85113368.000000 Penalty: 64871.273438
Splitting cluster 20 changes total score from -84793944.000000 to -85113368.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 21 (179282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179282 members 
Entering Unmasked Estep 
Score: -26373510.000000 Penalty: 1965.716187
	Iteration 0F: 2 clusters Score -2.637351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89809 members 
Mstep: Class 2 contains 89473 members 
Entering Unmasked Estep 
Score: -26385410.000000 Penalty: 3931.432373
	Iteration 0F: 3 clusters Score -2.638541e+07 nChanged 86901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90306 members 
Mstep: Class 2 contains 88976 members 
Entering Unmasked Estep 
Score: -26438770.000000 Penalty: 3931.432373
	Iteration 1F: 3 clusters Score -2.643877e+07 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90337 members 
Mstep: Class 2 contains 88945 members 
Entering Unmasked Estep 
Score: -26441318.000000 Penalty: 3931.432373
	Iteration 2F: 3 clusters Score -2.644132e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89703 members 
Mstep: Class 2 contains 89579 members 
Entering Unmasked Estep 
Score: -26444288.000000 Penalty: 3931.432373
	Iteration 3Q: 3 clusters Score -2.644429e+07 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89528 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -26448472.000000 Penalty: 3931.432373
	Iteration 4F: 3 clusters Score -2.644847e+07 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89139 members 
Mstep: Class 2 contains 90143 members 
Entering Unmasked Estep 
Score: -26453628.000000 Penalty: 3931.432373
	Iteration 5F: 3 clusters Score -2.645363e+07 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88952 members 
Mstep: Class 2 contains 90330 members 
Entering Unmasked Estep 
Score: -26461670.000000 Penalty: 3931.432373
	Iteration 6F: 3 clusters Score -2.646167e+07 nChanged 12773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 90361 members 
Entering Unmasked Estep 
Score: -26475592.000000 Penalty: 3931.432373
	Iteration 7F: 3 clusters Score -2.647559e+07 nChanged 14713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89280 members 
Mstep: Class 2 contains 90002 members 
Entering Unmasked Estep 
Score: -26498166.000000 Penalty: 3931.432373
	Iteration 8F: 3 clusters Score -2.649817e+07 nChanged 13433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90007 members 
Mstep: Class 2 contains 89275 members 
Entering Unmasked Estep 
Score: -26517616.000000 Penalty: 3931.432373
	Iteration 9F: 3 clusters Score -2.651762e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90303 members 
Mstep: Class 2 contains 88979 members 
Entering Unmasked Estep 
Score: -26522864.000000 Penalty: 3931.432373
	Iteration 10Q: 3 clusters Score -2.652286e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90533 members 
Mstep: Class 2 contains 88749 members 
Entering Unmasked Estep 
Score: -26524044.000000 Penalty: 3931.432373
	Iteration 11Q: 3 clusters Score -2.652404e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90699 members 
Mstep: Class 2 contains 88583 members 
Entering Unmasked Estep 
Score: -26524206.000000 Penalty: 3931.432373
	Iteration 12Q: 3 clusters Score -2.652421e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90803 members 
Mstep: Class 2 contains 88479 members 
Entering Unmasked Estep 
Score: -26524386.000000 Penalty: 3931.432373
	Iteration 13Q: 3 clusters Score -2.652439e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90928 members 
Mstep: Class 2 contains 88354 members 
Entering Unmasked Estep 
Score: -26524548.000000 Penalty: 3931.432373
	Iteration 14Q: 3 clusters Score -2.652455e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91020 members 
Mstep: Class 2 contains 88262 members 
Entering Unmasked Estep 
Score: -26524720.000000 Penalty: 3931.432373
	Iteration 15Q: 3 clusters Score -2.652472e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91088 members 
Mstep: Class 2 contains 88194 members 
Entering Unmasked Estep 
Score: -26524834.000000 Penalty: 3931.432373
	Iteration 16Q: 3 clusters Score -2.652483e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91144 members 
Mstep: Class 2 contains 88138 members 
Entering Unmasked Estep 
Score: -26524918.000000 Penalty: 3931.432373
	Iteration 17Q: 3 clusters Score -2.652492e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91189 members 
Mstep: Class 2 contains 88093 members 
Entering Unmasked Estep 
Score: -26524906.000000 Penalty: 3931.432373
	Iteration 18Q: 3 clusters Score -2.652491e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91213 members 
Mstep: Class 2 contains 88069 members 
Entering Unmasked Estep 
Score: -26524920.000000 Penalty: 3931.432373
	Iteration 19Q: 3 clusters Score -2.652492e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91250 members 
Mstep: Class 2 contains 88032 members 
Entering Unmasked Estep 
Score: -26524926.000000 Penalty: 3931.432373
	Iteration 20F: 3 clusters Score -2.652493e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91281 members 
Mstep: Class 2 contains 88001 members 
Entering Unmasked Estep 
Score: -26524966.000000 Penalty: 3931.432373
	Iteration 21Q: 3 clusters Score -2.652497e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91322 members 
Mstep: Class 2 contains 87960 members 
Entering Unmasked Estep 
Score: -26524992.000000 Penalty: 3931.432373
	Iteration 22Q: 3 clusters Score -2.652499e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91370 members 
Mstep: Class 2 contains 87912 members 
Entering Unmasked Estep 
Score: -26524974.000000 Penalty: 3931.432373
	Iteration 23Q: 3 clusters Score -2.652497e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91403 members 
Mstep: Class 2 contains 87879 members 
Entering Unmasked Estep 
Score: -26524996.000000 Penalty: 3931.432373
	Iteration 24Q: 3 clusters Score -2.6525e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91420 members 
Mstep: Class 2 contains 87862 members 
Entering Unmasked Estep 
Score: -26525074.000000 Penalty: 3931.432373
	Iteration 25Q: 3 clusters Score -2.652507e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91439 members 
Mstep: Class 2 contains 87843 members 
Entering Unmasked Estep 
Score: -26525092.000000 Penalty: 3931.432373
	Iteration 26Q: 3 clusters Score -2.652509e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91453 members 
Mstep: Class 2 contains 87829 members 
Entering Unmasked Estep 
Score: -26525106.000000 Penalty: 3931.432373
	Iteration 27Q: 3 clusters Score -2.652511e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91459 members 
Mstep: Class 2 contains 87823 members 
Entering Unmasked Estep 
Score: -26525116.000000 Penalty: 3931.432373
	Iteration 28Q: 3 clusters Score -2.652512e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91457 members 
Mstep: Class 2 contains 87825 members 
Entering Unmasked Estep 
Score: -26525146.000000 Penalty: 3931.432373
	Iteration 29Q: 3 clusters Score -2.652515e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91474 members 
Mstep: Class 2 contains 87808 members 
Entering Unmasked Estep 
Score: -26525218.000000 Penalty: 3931.432373
	Iteration 30Q: 3 clusters Score -2.652522e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91484 members 
Mstep: Class 2 contains 87798 members 
Entering Unmasked Estep 
Score: -26525226.000000 Penalty: 3931.432373
	Iteration 31Q: 3 clusters Score -2.652523e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91489 members 
Mstep: Class 2 contains 87793 members 
Entering Unmasked Estep 
Score: -26525266.000000 Penalty: 3931.432373
	Iteration 32Q: 3 clusters Score -2.652527e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91509 members 
Mstep: Class 2 contains 87773 members 
Entering Unmasked Estep 
Score: -26525286.000000 Penalty: 3931.432373
	Iteration 33Q: 3 clusters Score -2.652529e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91513 members 
Mstep: Class 2 contains 87769 members 
Entering Unmasked Estep 
Score: -26525306.000000 Penalty: 3931.432373
	Iteration 34Q: 3 clusters Score -2.652531e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91513 members 
Mstep: Class 2 contains 87769 members 
Entering Unmasked Estep 
Score: -26525314.000000 Penalty: 3931.432373
	Iteration 35Q: 3 clusters Score -2.652531e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91512 members 
Mstep: Class 2 contains 87770 members 
Entering Unmasked Estep 
Score: -26525338.000000 Penalty: 3931.432373
	Iteration 36Q: 3 clusters Score -2.652534e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91503 members 
Mstep: Class 2 contains 87779 members 
Entering Unmasked Estep 
Score: -26525308.000000 Penalty: 3931.432373
	Iteration 37Q: 3 clusters Score -2.652531e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91508 members 
Mstep: Class 2 contains 87774 members 
Entering Unmasked Estep 
Score: -26525292.000000 Penalty: 3931.432373
	Iteration 38Q: 3 clusters Score -2.652529e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91514 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -26525290.000000 Penalty: 3931.432373
	Iteration 39Q: 3 clusters Score -2.652529e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91505 members 
Mstep: Class 2 contains 87777 members 
Entering Unmasked Estep 
Score: -26525294.000000 Penalty: 3931.432373
	Iteration 40F: 3 clusters Score -2.652529e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91506 members 
Mstep: Class 2 contains 87776 members 
Entering Unmasked Estep 
Score: -26525296.000000 Penalty: 3931.432373
	Iteration 41Q: 3 clusters Score -2.65253e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91498 members 
Mstep: Class 2 contains 87784 members 
Entering Unmasked Estep 
Score: -26525320.000000 Penalty: 3931.432373
	Iteration 42Q: 3 clusters Score -2.652532e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91503 members 
Mstep: Class 2 contains 87779 members 
Entering Unmasked Estep 
Score: -26525322.000000 Penalty: 3931.432373
	Iteration 43Q: 3 clusters Score -2.652532e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91497 members 
Mstep: Class 2 contains 87785 members 
Entering Unmasked Estep 
Score: -26525326.000000 Penalty: 3931.432373
	Iteration 44Q: 3 clusters Score -2.652533e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91501 members 
Mstep: Class 2 contains 87781 members 
Entering Unmasked Estep 
Score: -26525348.000000 Penalty: 3931.432373
	Iteration 45Q: 3 clusters Score -2.652535e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91499 members 
Mstep: Class 2 contains 87783 members 
Entering Unmasked Estep 
Score: -26525362.000000 Penalty: 3931.432373
	Iteration 46Q: 3 clusters Score -2.652536e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91507 members 
Mstep: Class 2 contains 87775 members 
Entering Unmasked Estep 
Score: -26525320.000000 Penalty: 3931.432373
	Iteration 47Q: 3 clusters Score -2.652532e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91516 members 
Mstep: Class 2 contains 87766 members 
Entering Unmasked Estep 
Score: -26525332.000000 Penalty: 3931.432373
	Iteration 48Q: 3 clusters Score -2.652533e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91517 members 
Mstep: Class 2 contains 87765 members 
Entering Unmasked Estep 
Score: -26525344.000000 Penalty: 3931.432373
	Iteration 49Q: 3 clusters Score -2.652534e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91511 members 
Mstep: Class 2 contains 87771 members 
Entering Unmasked Estep 
Score: -26525338.000000 Penalty: 3931.432373
	Iteration 50Q: 3 clusters Score -2.652534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91508 members 
Mstep: Class 2 contains 87774 members 
Entering Unmasked Estep 
Score: -26525318.000000 Penalty: 3931.432373
	Iteration 51Q: 3 clusters Score -2.652532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91510 members 
Mstep: Class 2 contains 87772 members 
Entering Unmasked Estep 
Score: -26525296.000000 Penalty: 3931.432373
	Iteration 52Q: 3 clusters Score -2.65253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91514 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -26525330.000000 Penalty: 3931.432373
	Iteration 53Q: 3 clusters Score -2.652533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91520 members 
Mstep: Class 2 contains 87762 members 
Entering Unmasked Estep 
Score: -26525312.000000 Penalty: 3931.432373
	Iteration 54Q: 3 clusters Score -2.652531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91523 members 
Mstep: Class 2 contains 87759 members 
Entering Unmasked Estep 
Score: -26525318.000000 Penalty: 3931.432373
	Iteration 55Q: 3 clusters Score -2.652532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91528 members 
Mstep: Class 2 contains 87754 members 
Entering Unmasked Estep 
Score: -26525296.000000 Penalty: 3931.432373
	Iteration 56Q: 3 clusters Score -2.65253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91539 members 
Mstep: Class 2 contains 87743 members 
Entering Unmasked Estep 
Score: -26525298.000000 Penalty: 3931.432373
	Iteration 57Q: 3 clusters Score -2.65253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91545 members 
Mstep: Class 2 contains 87737 members 
Entering Unmasked Estep 
Score: -26525288.000000 Penalty: 3931.432373
	Iteration 58Q: 3 clusters Score -2.652529e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91557 members 
Mstep: Class 2 contains 87725 members 
Entering Unmasked Estep 
Score: -26525272.000000 Penalty: 3931.432373
	Iteration 59Q: 3 clusters Score -2.652527e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Mstep: Class 2 contains 87722 members 
Entering Unmasked Estep 
Score: -26525266.000000 Penalty: 3931.432373
	Iteration 60F: 3 clusters Score -2.652527e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91557 members 
Mstep: Class 2 contains 87725 members 
Entering Unmasked Estep 
Score: -26525294.000000 Penalty: 3931.432373
	Iteration 61Q: 3 clusters Score -2.652529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91556 members 
Mstep: Class 2 contains 87726 members 
Entering Unmasked Estep 
Score: -26525298.000000 Penalty: 3931.432373
	Iteration 62Q: 3 clusters Score -2.65253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91557 members 
Mstep: Class 2 contains 87725 members 
Entering Unmasked Estep 
Score: -26525284.000000 Penalty: 3931.432373
	Iteration 63Q: 3 clusters Score -2.652528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91555 members 
Mstep: Class 2 contains 87727 members 
Entering Unmasked Estep 
Score: -26525312.000000 Penalty: 3931.432373
	Iteration 64Q: 3 clusters Score -2.652531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91554 members 
Mstep: Class 2 contains 87728 members 
Entering Unmasked Estep 
Score: -26525308.000000 Penalty: 3931.432373
	Iteration 65Q: 3 clusters Score -2.652531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91552 members 
Mstep: Class 2 contains 87730 members 
Entering Unmasked Estep 
Score: -26525308.000000 Penalty: 3931.432373
	Iteration 66Q: 3 clusters Score -2.652531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91550 members 
Mstep: Class 2 contains 87732 members 
Entering Unmasked Estep 
Score: -26525316.000000 Penalty: 3931.432373
	Iteration 67Q: 3 clusters Score -2.652532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91548 members 
Mstep: Class 2 contains 87734 members 
Entering Unmasked Estep 
Score: -26525302.000000 Penalty: 3931.432373
	Iteration 68Q: 3 clusters Score -2.65253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91543 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -26525306.000000 Penalty: 3931.432373
	Iteration 69Q: 3 clusters Score -2.652531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 87741 members 
Entering Unmasked Estep 
Score: -26525310.000000 Penalty: 3931.432373
	Iteration 70Q: 3 clusters Score -2.652531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 87741 members 
Entering Unmasked Estep 
Score: -26525316.000000 Penalty: 3931.432373
	Iteration 71Q: 3 clusters Score -2.652532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91538 members 
Mstep: Class 2 contains 87744 members 
Entering Unmasked Estep 
Score: -26525324.000000 Penalty: 3931.432373
	Iteration 72Q: 3 clusters Score -2.652532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91534 members 
Mstep: Class 2 contains 87748 members 
Entering Unmasked Estep 
Score: -26525332.000000 Penalty: 3931.432373
	Iteration 73Q: 3 clusters Score -2.652533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91535 members 
Mstep: Class 2 contains 87747 members 
Entering Unmasked Estep 
Score: -26525312.000000 Penalty: 3931.432373
	Iteration 74Q: 3 clusters Score -2.652531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91534 members 
Mstep: Class 2 contains 87748 members 
Entering Unmasked Estep 
Score: -26525318.000000 Penalty: 3931.432373
	Iteration 75Q: 3 clusters Score -2.652532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91533 members 
Mstep: Class 2 contains 87749 members 
Entering Unmasked Estep 
Score: -26525322.000000 Penalty: 3931.432373
	Iteration 76Q: 3 clusters Score -2.652532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91532 members 
Mstep: Class 2 contains 87750 members 
Entering Unmasked Estep 
Score: -26525324.000000 Penalty: 3931.432373
	Iteration 77Q: 3 clusters Score -2.652532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91532 members 
Mstep: Class 2 contains 87750 members 
Entering Unmasked Estep 
Score: -26525328.000000 Penalty: 3931.432373
	Iteration 78Q: 3 clusters Score -2.652533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91531 members 
Mstep: Class 2 contains 87751 members 
Entering Unmasked Estep 
Score: -26525330.000000 Penalty: 3931.432373
	Iteration 79Q: 3 clusters Score -2.652533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91530 members 
Mstep: Class 2 contains 87752 members 
Entering Unmasked Estep 
Score: -26525330.000000 Penalty: 3931.432373
	Iteration 80F: 3 clusters Score -2.652533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3179 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 31847 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 1801 members 
Mstep: Class 7 contains 15696 members 
Mstep: Class 8 contains 32482 members 
Mstep: Class 9 contains 32212 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 4051 members 
Mstep: Class 12 contains 15304 members 
Mstep: Class 13 contains 168 members 
Mstep: Class 14 contains 3849 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 16961 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 50254 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 34428 members 
Mstep: Class 21 contains 91530 members 
Mstep: Class 22 contains 30827 members 
Mstep: Class 23 contains 21791 members 
Mstep: Class 24 contains 6575 members 
Mstep: Class 25 contains 292 members 
Mstep: Class 26 contains 3864 members 
Mstep: Class 27 contains 14268 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 52641 members 
Mstep: Class 31 contains 87752 members 
Entering Unmasked Estep 
Score: -85265824.000000 Penalty: 67033.648438
Splitting cluster 21 changes total score from -84793944.000000 to -85265824.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 6 contains 1801 members 
Mstep: Class 7 contains 15696 members 
Mstep: Class 8 contains 32482 members 
Mstep: Class 9 contains 32212 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 4051 members 
Mstep: Class 12 contains 15304 members 
Mstep: Class 13 contains 168 members 
Mstep: Class 14 contains 3849 members 
Mstep: Class 16 contains 16961 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 34428 members 
Mstep: Class 21 contains 91530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85300080.000000 Penalty: 67033.648438
Iteration 39Q: 32 clusters Score -8.530008e+07 nChanged 24675
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 3787 members 
Mstep: Class 3 contains 17403 members 
Mstep: Class 4 contains 31092 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 2655 members 
Mstep: Class 7 contains 15341 members 
Mstep: Class 8 contains 32718 members 
Mstep: Class 9 contains 34080 members 
Mstep: Class 10 contains 8014 members 
Mstep: Class 11 contains 4724 members 
Mstep: Class 12 contains 15240 members 
Mstep: Class 13 contains 185 members 
Mstep: Class 14 contains 4080 members 
Mstep: Class 15 contains 4196 members 
Mstep: Class 16 contains 20181 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 50076 members 
Mstep: Class 19 contains 1641 members 
Mstep: Class 20 contains 38661 members 
Mstep: Class 21 contains 91262 members 
Mstep: Class 22 contains 26644 members 
Mstep: Class 23 contains 19325 members 
Mstep: Class 24 contains 5809 members 
Mstep: Class 25 contains 338 members 
Mstep: Class 26 contains 3770 members 
Mstep: Class 27 contains 12857 members 
Mstep: Class 28 contains 2182 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 51434 members 
Mstep: Class 31 contains 86644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85319520.000000 Penalty: 67033.648438
Iteration 40F: 32 clusters Score -8.531952e+07 nChanged 16433
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 3959 members 
Mstep: Class 3 contains 17578 members 
Mstep: Class 4 contains 30933 members 
Mstep: Class 5 contains 2305 members 
Mstep: Class 6 contains 3144 members 
Mstep: Class 7 contains 14778 members 
Mstep: Class 8 contains 32554 members 
Mstep: Class 9 contains 32233 members 
Mstep: Class 10 contains 8133 members 
Mstep: Class 11 contains 4797 members 
Mstep: Class 12 contains 15101 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 4029 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 21835 members 
Mstep: Class 17 contains 3546 members 
Mstep: Class 18 contains 50258 members 
Mstep: Class 19 contains 1761 members 
Mstep: Class 20 contains 39994 members 
Mstep: Class 21 contains 90223 members 
Mstep: Class 22 contains 25165 members 
Mstep: Class 23 contains 18859 members 
Mstep: Class 24 contains 5712 members 
Mstep: Class 25 contains 443 members 
Mstep: Class 26 contains 3818 members 
Mstep: Class 27 contains 12767 members 
Mstep: Class 28 contains 2241 members 
Mstep: Class 29 contains 390 members 
Mstep: Class 30 contains 53467 members 
Mstep: Class 31 contains 86277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85325968.000000 Penalty: 67033.648438
Iteration 41Q: 32 clusters Score -8.532597e+07 nChanged 9226
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 3961 members 
Mstep: Class 3 contains 17753 members 
Mstep: Class 4 contains 30729 members 
Mstep: Class 5 contains 2394 members 
Mstep: Class 6 contains 3495 members 
Mstep: Class 7 contains 14356 members 
Mstep: Class 8 contains 32526 members 
Mstep: Class 9 contains 31526 members 
Mstep: Class 10 contains 8199 members 
Mstep: Class 11 contains 4807 members 
Mstep: Class 12 contains 15078 members 
Mstep: Class 13 contains 191 members 
Mstep: Class 14 contains 4044 members 
Mstep: Class 15 contains 4097 members 
Mstep: Class 16 contains 23292 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 50283 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 41158 members 
Mstep: Class 21 contains 89419 members 
Mstep: Class 22 contains 24196 members 
Mstep: Class 23 contains 18524 members 
Mstep: Class 24 contains 5721 members 
Mstep: Class 25 contains 520 members 
Mstep: Class 26 contains 3835 members 
Mstep: Class 27 contains 12712 members 
Mstep: Class 28 contains 2316 members 
Mstep: Class 29 contains 412 members 
Mstep: Class 30 contains 54004 members 
Mstep: Class 31 contains 85687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85330832.000000 Penalty: 67033.648438
Iteration 42Q: 32 clusters Score -8.533083e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 30531 members 
Mstep: Class 5 contains 2482 members 
Mstep: Class 6 contains 3800 members 
Mstep: Class 7 contains 14010 members 
Mstep: Class 8 contains 32515 members 
Mstep: Class 9 contains 31100 members 
Mstep: Class 10 contains 8256 members 
Mstep: Class 11 contains 4825 members 
Mstep: Class 12 contains 15073 members 
Mstep: Class 13 contains 191 members 
Mstep: Class 14 contains 4054 members 
Mstep: Class 15 contains 4055 members 
Mstep: Class 16 contains 24543 members 
Mstep: Class 17 contains 3990 members 
Mstep: Class 18 contains 50297 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 41877 members 
Mstep: Class 21 contains 88660 members 
Mstep: Class 22 contains 23435 members 
Mstep: Class 23 contains 18202 members 
Mstep: Class 24 contains 5772 members 
Mstep: Class 25 contains 580 members 
Mstep: Class 26 contains 3833 members 
Mstep: Class 27 contains 12640 members 
Mstep: Class 28 contains 2388 members 
Mstep: Class 29 contains 425 members 
Mstep: Class 30 contains 54504 members 
Mstep: Class 31 contains 85162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85335240.000000 Penalty: 67033.648438
Iteration 43Q: 32 clusters Score -8.533524e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 17973 members 
Mstep: Class 4 contains 30375 members 
Mstep: Class 5 contains 2564 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 13751 members 
Mstep: Class 8 contains 32510 members 
Mstep: Class 9 contains 30797 members 
Mstep: Class 10 contains 8261 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 15056 members 
Mstep: Class 13 contains 192 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 4034 members 
Mstep: Class 16 contains 25732 members 
Mstep: Class 17 contains 4174 members 
Mstep: Class 18 contains 50303 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 20 contains 42282 members 
Mstep: Class 21 contains 87907 members 
Mstep: Class 22 contains 22814 members 
Mstep: Class 23 contains 17985 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 651 members 
Mstep: Class 26 contains 3824 members 
Mstep: Class 27 contains 12593 members 
Mstep: Class 28 contains 2457 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 55048 members 
Mstep: Class 31 contains 84644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85340328.000000 Penalty: 67033.648438
Iteration 44Q: 32 clusters Score -8.534033e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 3898 members 
Mstep: Class 3 contains 18027 members 
Mstep: Class 4 contains 30228 members 
Mstep: Class 5 contains 2630 members 
Mstep: Class 6 contains 4238 members 
Mstep: Class 7 contains 13549 members 
Mstep: Class 8 contains 32484 members 
Mstep: Class 9 contains 30534 members 
Mstep: Class 10 contains 8287 members 
Mstep: Class 11 contains 4821 members 
Mstep: Class 12 contains 15055 members 
Mstep: Class 13 contains 192 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 4025 members 
Mstep: Class 16 contains 26831 members 
Mstep: Class 17 contains 4330 members 
Mstep: Class 18 contains 50316 members 
Mstep: Class 19 contains 1983 members 
Mstep: Class 20 contains 42384 members 
Mstep: Class 21 contains 87177 members 
Mstep: Class 22 contains 22380 members 
Mstep: Class 23 contains 17782 members 
Mstep: Class 24 contains 5877 members 
Mstep: Class 25 contains 710 members 
Mstep: Class 26 contains 3828 members 
Mstep: Class 27 contains 12555 members 
Mstep: Class 28 contains 2534 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 55692 members 
Mstep: Class 31 contains 84137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85344584.000000 Penalty: 67033.648438
Iteration 45Q: 32 clusters Score -8.534458e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 3864 members 
Mstep: Class 3 contains 18091 members 
Mstep: Class 4 contains 30079 members 
Mstep: Class 5 contains 2693 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 7 contains 13401 members 
Mstep: Class 8 contains 32460 members 
Mstep: Class 9 contains 30327 members 
Mstep: Class 10 contains 8298 members 
Mstep: Class 11 contains 4808 members 
Mstep: Class 12 contains 15056 members 
Mstep: Class 13 contains 192 members 
Mstep: Class 14 contains 4080 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 28020 members 
Mstep: Class 17 contains 4469 members 
Mstep: Class 18 contains 50320 members 
Mstep: Class 19 contains 2026 members 
Mstep: Class 20 contains 42398 members 
Mstep: Class 21 contains 86273 members 
Mstep: Class 22 contains 21965 members 
Mstep: Class 23 contains 17620 members 
Mstep: Class 24 contains 5942 members 
Mstep: Class 25 contains 759 members 
Mstep: Class 26 contains 3815 members 
Mstep: Class 27 contains 12549 members 
Mstep: Class 28 contains 2616 members 
Mstep: Class 29 contains 457 members 
Mstep: Class 30 contains 56335 members 
Mstep: Class 31 contains 83691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85348488.000000 Penalty: 67033.648438
Iteration 46Q: 32 clusters Score -8.534849e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 3844 members 
Mstep: Class 3 contains 18122 members 
Mstep: Class 4 contains 29965 members 
Mstep: Class 5 contains 2762 members 
Mstep: Class 6 contains 4523 members 
Mstep: Class 7 contains 13281 members 
Mstep: Class 8 contains 32451 members 
Mstep: Class 9 contains 30185 members 
Mstep: Class 10 contains 8322 members 
Mstep: Class 11 contains 4819 members 
Mstep: Class 12 contains 15061 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 4072 members 
Mstep: Class 15 contains 3989 members 
Mstep: Class 16 contains 29361 members 
Mstep: Class 17 contains 4586 members 
Mstep: Class 18 contains 50315 members 
Mstep: Class 19 contains 2052 members 
Mstep: Class 20 contains 42293 members 
Mstep: Class 21 contains 85216 members 
Mstep: Class 22 contains 21630 members 
Mstep: Class 23 contains 17458 members 
Mstep: Class 24 contains 5997 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 3815 members 
Mstep: Class 27 contains 12568 members 
Mstep: Class 28 contains 2689 members 
Mstep: Class 29 contains 465 members 
Mstep: Class 30 contains 56929 members 
Mstep: Class 31 contains 83221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85353088.000000 Penalty: 67033.648438
Iteration 47Q: 32 clusters Score -8.535309e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 3833 members 
Mstep: Class 3 contains 18160 members 
Mstep: Class 4 contains 29824 members 
Mstep: Class 5 contains 2832 members 
Mstep: Class 6 contains 4624 members 
Mstep: Class 7 contains 13175 members 
Mstep: Class 8 contains 32442 members 
Mstep: Class 9 contains 30027 members 
Mstep: Class 10 contains 8329 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 15058 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 4064 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 31053 members 
Mstep: Class 17 contains 4718 members 
Mstep: Class 18 contains 50319 members 
Mstep: Class 19 contains 2080 members 
Mstep: Class 20 contains 42211 members 
Mstep: Class 21 contains 83764 members 
Mstep: Class 22 contains 21311 members 
Mstep: Class 23 contains 17339 members 
Mstep: Class 24 contains 6061 members 
Mstep: Class 25 contains 847 members 
Mstep: Class 26 contains 3815 members 
Mstep: Class 27 contains 12576 members 
Mstep: Class 28 contains 2753 members 
Mstep: Class 29 contains 473 members 
Mstep: Class 30 contains 57458 members 
Mstep: Class 31 contains 82792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85358808.000000 Penalty: 67033.648438
Iteration 48Q: 32 clusters Score -8.535881e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 3831 members 
Mstep: Class 3 contains 18191 members 
Mstep: Class 4 contains 29671 members 
Mstep: Class 5 contains 2894 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 13095 members 
Mstep: Class 8 contains 32418 members 
Mstep: Class 9 contains 29889 members 
Mstep: Class 10 contains 8334 members 
Mstep: Class 11 contains 4920 members 
Mstep: Class 12 contains 15052 members 
Mstep: Class 13 contains 208 members 
Mstep: Class 14 contains 4051 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 33220 members 
Mstep: Class 17 contains 4879 members 
Mstep: Class 18 contains 50324 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 81838 members 
Mstep: Class 22 contains 21084 members 
Mstep: Class 23 contains 17257 members 
Mstep: Class 24 contains 6119 members 
Mstep: Class 25 contains 865 members 
Mstep: Class 26 contains 3835 members 
Mstep: Class 27 contains 12574 members 
Mstep: Class 28 contains 2810 members 
Mstep: Class 29 contains 478 members 
Mstep: Class 30 contains 57955 members 
Mstep: Class 31 contains 82318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85366152.000000 Penalty: 67033.648438
Iteration 49Q: 32 clusters Score -8.536615e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 3839 members 
Mstep: Class 3 contains 18217 members 
Mstep: Class 4 contains 29548 members 
Mstep: Class 5 contains 2938 members 
Mstep: Class 6 contains 4818 members 
Mstep: Class 7 contains 13028 members 
Mstep: Class 8 contains 32398 members 
Mstep: Class 9 contains 29804 members 
Mstep: Class 10 contains 8345 members 
Mstep: Class 11 contains 4968 members 
Mstep: Class 12 contains 15052 members 
Mstep: Class 13 contains 210 members 
Mstep: Class 14 contains 4046 members 
Mstep: Class 15 contains 3991 members 
Mstep: Class 16 contains 36211 members 
Mstep: Class 17 contains 5072 members 
Mstep: Class 18 contains 50324 members 
Mstep: Class 19 contains 2120 members 
Mstep: Class 20 contains 41903 members 
Mstep: Class 21 contains 79143 members 
Mstep: Class 22 contains 20897 members 
Mstep: Class 23 contains 17170 members 
Mstep: Class 24 contains 6171 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 3843 members 
Mstep: Class 27 contains 12547 members 
Mstep: Class 28 contains 2851 members 
Mstep: Class 29 contains 481 members 
Mstep: Class 30 contains 58346 members 
Mstep: Class 31 contains 81764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85378648.000000 Penalty: 67033.648438
Iteration 50Q: 32 clusters Score -8.537865e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 3852 members 
Mstep: Class 3 contains 18245 members 
Mstep: Class 4 contains 29411 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 12980 members 
Mstep: Class 8 contains 32377 members 
Mstep: Class 9 contains 29756 members 
Mstep: Class 10 contains 8348 members 
Mstep: Class 11 contains 5046 members 
Mstep: Class 12 contains 15058 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 4043 members 
Mstep: Class 15 contains 4001 members 
Mstep: Class 16 contains 39651 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 18 contains 50333 members 
Mstep: Class 19 contains 2163 members 
Mstep: Class 20 contains 41772 members 
Mstep: Class 21 contains 76293 members 
Mstep: Class 22 contains 20712 members 
Mstep: Class 23 contains 17078 members 
Mstep: Class 24 contains 6210 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 3847 members 
Mstep: Class 27 contains 12502 members 
Mstep: Class 28 contains 2876 members 
Mstep: Class 29 contains 486 members 
Mstep: Class 30 contains 58661 members 
Mstep: Class 31 contains 80813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85403040.000000 Penalty: 67033.648438
Iteration 51Q: 32 clusters Score -8.540304e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 3865 members 
Mstep: Class 3 contains 18273 members 
Mstep: Class 4 contains 29306 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 4994 members 
Mstep: Class 7 contains 12954 members 
Mstep: Class 8 contains 32367 members 
Mstep: Class 9 contains 29744 members 
Mstep: Class 10 contains 8343 members 
Mstep: Class 11 contains 5068 members 
Mstep: Class 12 contains 15064 members 
Mstep: Class 13 contains 217 members 
Mstep: Class 14 contains 4049 members 
Mstep: Class 15 contains 4007 members 
Mstep: Class 16 contains 42169 members 
Mstep: Class 17 contains 5683 members 
Mstep: Class 18 contains 50339 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 41630 members 
Mstep: Class 21 contains 75197 members 
Mstep: Class 22 contains 20569 members 
Mstep: Class 23 contains 17029 members 
Mstep: Class 24 contains 6246 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 3838 members 
Mstep: Class 27 contains 12422 members 
Mstep: Class 28 contains 2906 members 
Mstep: Class 29 contains 493 members 
Mstep: Class 30 contains 58907 members 
Mstep: Class 31 contains 78932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85421080.000000 Penalty: 67033.648438
Iteration 52Q: 32 clusters Score -8.542108e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 3875 members 
Mstep: Class 3 contains 18326 members 
Mstep: Class 4 contains 29218 members 
Mstep: Class 5 contains 3089 members 
Mstep: Class 6 contains 5067 members 
Mstep: Class 7 contains 12966 members 
Mstep: Class 8 contains 32375 members 
Mstep: Class 9 contains 29714 members 
Mstep: Class 10 contains 8341 members 
Mstep: Class 11 contains 5119 members 
Mstep: Class 12 contains 15072 members 
Mstep: Class 13 contains 223 members 
Mstep: Class 14 contains 4040 members 
Mstep: Class 15 contains 4012 members 
Mstep: Class 16 contains 43115 members 
Mstep: Class 17 contains 6060 members 
Mstep: Class 18 contains 50339 members 
Mstep: Class 19 contains 2246 members 
Mstep: Class 20 contains 41449 members 
Mstep: Class 21 contains 75771 members 
Mstep: Class 22 contains 20478 members 
Mstep: Class 23 contains 16971 members 
Mstep: Class 24 contains 6280 members 
Mstep: Class 25 contains 910 members 
Mstep: Class 26 contains 3844 members 
Mstep: Class 27 contains 12401 members 
Mstep: Class 28 contains 2929 members 
Mstep: Class 29 contains 502 members 
Mstep: Class 30 contains 59129 members 
Mstep: Class 31 contains 76826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85429008.000000 Penalty: 67033.648438
Iteration 53Q: 32 clusters Score -8.542901e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 3886 members 
Mstep: Class 3 contains 18373 members 
Mstep: Class 4 contains 29167 members 
Mstep: Class 5 contains 3131 members 
Mstep: Class 6 contains 5116 members 
Mstep: Class 7 contains 12994 members 
Mstep: Class 8 contains 32377 members 
Mstep: Class 9 contains 29656 members 
Mstep: Class 10 contains 8342 members 
Mstep: Class 11 contains 5150 members 
Mstep: Class 12 contains 15078 members 
Mstep: Class 13 contains 230 members 
Mstep: Class 14 contains 4044 members 
Mstep: Class 15 contains 4022 members 
Mstep: Class 16 contains 43625 members 
Mstep: Class 17 contains 6438 members 
Mstep: Class 18 contains 50342 members 
Mstep: Class 19 contains 2303 members 
Mstep: Class 20 contains 41303 members 
Mstep: Class 21 contains 76407 members 
Mstep: Class 22 contains 20408 members 
Mstep: Class 23 contains 16870 members 
Mstep: Class 24 contains 6311 members 
Mstep: Class 25 contains 923 members 
Mstep: Class 26 contains 3842 members 
Mstep: Class 27 contains 12353 members 
Mstep: Class 28 contains 2958 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 59314 members 
Mstep: Class 31 contains 75168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85434776.000000 Penalty: 67033.648438
Iteration 54Q: 32 clusters Score -8.543478e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 3887 members 
Mstep: Class 3 contains 18416 members 
Mstep: Class 4 contains 29137 members 
Mstep: Class 5 contains 3175 members 
Mstep: Class 6 contains 5154 members 
Mstep: Class 7 contains 13029 members 
Mstep: Class 8 contains 32382 members 
Mstep: Class 9 contains 29612 members 
Mstep: Class 10 contains 8337 members 
Mstep: Class 11 contains 5171 members 
Mstep: Class 12 contains 15085 members 
Mstep: Class 13 contains 236 members 
Mstep: Class 14 contains 4024 members 
Mstep: Class 15 contains 4050 members 
Mstep: Class 16 contains 43966 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 50333 members 
Mstep: Class 19 contains 2368 members 
Mstep: Class 20 contains 41179 members 
Mstep: Class 21 contains 76825 members 
Mstep: Class 22 contains 20348 members 
Mstep: Class 23 contains 16782 members 
Mstep: Class 24 contains 6344 members 
Mstep: Class 25 contains 941 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 12288 members 
Mstep: Class 28 contains 2981 members 
Mstep: Class 29 contains 526 members 
Mstep: Class 30 contains 59451 members 
Mstep: Class 31 contains 73937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85439496.000000 Penalty: 67033.648438
Iteration 55Q: 32 clusters Score -8.54395e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 18463 members 
Mstep: Class 4 contains 29121 members 
Mstep: Class 5 contains 3213 members 
Mstep: Class 6 contains 5209 members 
Mstep: Class 7 contains 13077 members 
Mstep: Class 8 contains 32387 members 
Mstep: Class 9 contains 29592 members 
Mstep: Class 10 contains 8327 members 
Mstep: Class 11 contains 5199 members 
Mstep: Class 12 contains 15092 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 4023 members 
Mstep: Class 15 contains 4096 members 
Mstep: Class 16 contains 44220 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 50330 members 
Mstep: Class 19 contains 2462 members 
Mstep: Class 20 contains 41038 members 
Mstep: Class 21 contains 77092 members 
Mstep: Class 22 contains 20282 members 
Mstep: Class 23 contains 16691 members 
Mstep: Class 24 contains 6364 members 
Mstep: Class 25 contains 968 members 
Mstep: Class 26 contains 3861 members 
Mstep: Class 27 contains 12236 members 
Mstep: Class 28 contains 2984 members 
Mstep: Class 29 contains 537 members 
Mstep: Class 30 contains 59572 members 
Mstep: Class 31 contains 72963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85443056.000000 Penalty: 67033.648438
Iteration 56Q: 32 clusters Score -8.544306e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 18507 members 
Mstep: Class 4 contains 29108 members 
Mstep: Class 5 contains 3248 members 
Mstep: Class 6 contains 5256 members 
Mstep: Class 7 contains 13129 members 
Mstep: Class 8 contains 32374 members 
Mstep: Class 9 contains 29570 members 
Mstep: Class 10 contains 8311 members 
Mstep: Class 11 contains 5219 members 
Mstep: Class 12 contains 15100 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4018 members 
Mstep: Class 15 contains 4163 members 
Mstep: Class 16 contains 44383 members 
Mstep: Class 17 contains 7389 members 
Mstep: Class 18 contains 50330 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 40904 members 
Mstep: Class 21 contains 77272 members 
Mstep: Class 22 contains 20233 members 
Mstep: Class 23 contains 16608 members 
Mstep: Class 24 contains 6383 members 
Mstep: Class 25 contains 1005 members 
Mstep: Class 26 contains 3866 members 
Mstep: Class 27 contains 12190 members 
Mstep: Class 28 contains 2988 members 
Mstep: Class 29 contains 553 members 
Mstep: Class 30 contains 59685 members 
Mstep: Class 31 contains 72117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85446640.000000 Penalty: 67033.648438
Iteration 57Q: 32 clusters Score -8.544664e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 3884 members 
Mstep: Class 3 contains 18551 members 
Mstep: Class 4 contains 29109 members 
Mstep: Class 5 contains 3267 members 
Mstep: Class 6 contains 5301 members 
Mstep: Class 7 contains 13175 members 
Mstep: Class 8 contains 32369 members 
Mstep: Class 9 contains 29559 members 
Mstep: Class 10 contains 8296 members 
Mstep: Class 11 contains 5220 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4007 members 
Mstep: Class 15 contains 4244 members 
Mstep: Class 16 contains 44567 members 
Mstep: Class 17 contains 7746 members 
Mstep: Class 18 contains 50332 members 
Mstep: Class 19 contains 2832 members 
Mstep: Class 20 contains 40763 members 
Mstep: Class 21 contains 77368 members 
Mstep: Class 22 contains 20215 members 
Mstep: Class 23 contains 16486 members 
Mstep: Class 24 contains 6396 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 3875 members 
Mstep: Class 27 contains 12154 members 
Mstep: Class 28 contains 2991 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 59762 members 
Mstep: Class 31 contains 71251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85450608.000000 Penalty: 67033.648438
Iteration 58Q: 32 clusters Score -8.545061e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 3884 members 
Mstep: Class 3 contains 18607 members 
Mstep: Class 4 contains 29110 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 5345 members 
Mstep: Class 7 contains 13232 members 
Mstep: Class 8 contains 32364 members 
Mstep: Class 9 contains 29536 members 
Mstep: Class 10 contains 8277 members 
Mstep: Class 11 contains 5214 members 
Mstep: Class 12 contains 15124 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4004 members 
Mstep: Class 15 contains 4330 members 
Mstep: Class 16 contains 44852 members 
Mstep: Class 17 contains 8026 members 
Mstep: Class 18 contains 50331 members 
Mstep: Class 19 contains 3188 members 
Mstep: Class 20 contains 40658 members 
Mstep: Class 21 contains 77389 members 
Mstep: Class 22 contains 20188 members 
Mstep: Class 23 contains 16401 members 
Mstep: Class 24 contains 6405 members 
Mstep: Class 25 contains 1049 members 
Mstep: Class 26 contains 3879 members 
Mstep: Class 27 contains 12129 members 
Mstep: Class 28 contains 3001 members 
Mstep: Class 29 contains 593 members 
Mstep: Class 30 contains 59813 members 
Mstep: Class 31 contains 70272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85455680.000000 Penalty: 67033.648438
Iteration 59Q: 32 clusters Score -8.545568e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 3877 members 
Mstep: Class 3 contains 18666 members 
Mstep: Class 4 contains 29100 members 
Mstep: Class 5 contains 3294 members 
Mstep: Class 6 contains 5406 members 
Mstep: Class 7 contains 13284 members 
Mstep: Class 8 contains 32359 members 
Mstep: Class 9 contains 29512 members 
Mstep: Class 10 contains 8269 members 
Mstep: Class 11 contains 5241 members 
Mstep: Class 12 contains 15139 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4017 members 
Mstep: Class 15 contains 4405 members 
Mstep: Class 16 contains 45077 members 
Mstep: Class 17 contains 8236 members 
Mstep: Class 18 contains 50332 members 
Mstep: Class 19 contains 3690 members 
Mstep: Class 20 contains 40561 members 
Mstep: Class 21 contains 77341 members 
Mstep: Class 22 contains 20173 members 
Mstep: Class 23 contains 16318 members 
Mstep: Class 24 contains 6422 members 
Mstep: Class 25 contains 1075 members 
Mstep: Class 26 contains 3874 members 
Mstep: Class 27 contains 12128 members 
Mstep: Class 28 contains 3015 members 
Mstep: Class 29 contains 625 members 
Mstep: Class 30 contains 59849 members 
Mstep: Class 31 contains 69273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85462280.000000 Penalty: 67033.648438
Iteration 60F: 32 clusters Score -8.546228e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 3861 members 
Mstep: Class 3 contains 18712 members 
Mstep: Class 4 contains 29102 members 
Mstep: Class 5 contains 3304 members 
Mstep: Class 6 contains 5456 members 
Mstep: Class 7 contains 13245 members 
Mstep: Class 8 contains 32356 members 
Mstep: Class 9 contains 29490 members 
Mstep: Class 10 contains 8269 members 
Mstep: Class 11 contains 5269 members 
Mstep: Class 12 contains 15148 members 
Mstep: Class 13 contains 249 members 
Mstep: Class 14 contains 4012 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 44906 members 
Mstep: Class 17 contains 8942 members 
Mstep: Class 18 contains 50330 members 
Mstep: Class 19 contains 4478 members 
Mstep: Class 20 contains 40430 members 
Mstep: Class 21 contains 77222 members 
Mstep: Class 22 contains 20173 members 
Mstep: Class 23 contains 16215 members 
Mstep: Class 24 contains 6436 members 
Mstep: Class 25 contains 1150 members 
Mstep: Class 26 contains 3861 members 
Mstep: Class 27 contains 12114 members 
Mstep: Class 28 contains 3008 members 
Mstep: Class 29 contains 654 members 
Mstep: Class 30 contains 59896 members 
Mstep: Class 31 contains 68110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85471696.000000 Penalty: 67033.648438
Iteration 61Q: 32 clusters Score -8.54717e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 3849 members 
Mstep: Class 3 contains 18747 members 
Mstep: Class 4 contains 29106 members 
Mstep: Class 5 contains 3320 members 
Mstep: Class 6 contains 5582 members 
Mstep: Class 7 contains 13250 members 
Mstep: Class 8 contains 32353 members 
Mstep: Class 9 contains 29456 members 
Mstep: Class 10 contains 8266 members 
Mstep: Class 11 contains 5300 members 
Mstep: Class 12 contains 15147 members 
Mstep: Class 13 contains 250 members 
Mstep: Class 14 contains 4001 members 
Mstep: Class 15 contains 4568 members 
Mstep: Class 16 contains 45124 members 
Mstep: Class 17 contains 9251 members 
Mstep: Class 18 contains 50338 members 
Mstep: Class 19 contains 5615 members 
Mstep: Class 20 contains 40272 members 
Mstep: Class 21 contains 77075 members 
Mstep: Class 22 contains 20193 members 
Mstep: Class 23 contains 16096 members 
Mstep: Class 24 contains 6443 members 
Mstep: Class 25 contains 1198 members 
Mstep: Class 26 contains 3865 members 
Mstep: Class 27 contains 12122 members 
Mstep: Class 28 contains 3016 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 30 contains 59969 members 
Mstep: Class 31 contains 66464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85482384.000000 Penalty: 67033.648438
Iteration 62Q: 32 clusters Score -8.548238e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 3846 members 
Mstep: Class 3 contains 18777 members 
Mstep: Class 4 contains 29116 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 5728 members 
Mstep: Class 7 contains 13270 members 
Mstep: Class 8 contains 32341 members 
Mstep: Class 9 contains 29451 members 
Mstep: Class 10 contains 8262 members 
Mstep: Class 11 contains 5351 members 
Mstep: Class 12 contains 15146 members 
Mstep: Class 13 contains 251 members 
Mstep: Class 14 contains 4003 members 
Mstep: Class 15 contains 4663 members 
Mstep: Class 16 contains 45432 members 
Mstep: Class 17 contains 9191 members 
Mstep: Class 18 contains 50349 members 
Mstep: Class 19 contains 7091 members 
Mstep: Class 20 contains 40088 members 
Mstep: Class 21 contains 76828 members 
Mstep: Class 22 contains 20249 members 
Mstep: Class 23 contains 16037 members 
Mstep: Class 24 contains 6450 members 
Mstep: Class 25 contains 1220 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 12151 members 
Mstep: Class 28 contains 3018 members 
Mstep: Class 29 contains 797 members 
Mstep: Class 30 contains 60014 members 
Mstep: Class 31 contains 64719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85492320.000000 Penalty: 67033.648438
Iteration 63Q: 32 clusters Score -8.549232e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 3850 members 
Mstep: Class 3 contains 18793 members 
Mstep: Class 4 contains 29126 members 
Mstep: Class 5 contains 3360 members 
Mstep: Class 6 contains 5851 members 
Mstep: Class 7 contains 13315 members 
Mstep: Class 8 contains 32332 members 
Mstep: Class 9 contains 29428 members 
Mstep: Class 10 contains 8263 members 
Mstep: Class 11 contains 5433 members 
Mstep: Class 12 contains 15127 members 
Mstep: Class 13 contains 251 members 
Mstep: Class 14 contains 3991 members 
Mstep: Class 15 contains 4763 members 
Mstep: Class 16 contains 45737 members 
Mstep: Class 17 contains 8808 members 
Mstep: Class 18 contains 50356 members 
Mstep: Class 19 contains 8782 members 
Mstep: Class 20 contains 39936 members 
Mstep: Class 21 contains 76491 members 
Mstep: Class 22 contains 20320 members 
Mstep: Class 23 contains 16042 members 
Mstep: Class 24 contains 6469 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 3870 members 
Mstep: Class 27 contains 12170 members 
Mstep: Class 28 contains 3020 members 
Mstep: Class 29 contains 902 members 
Mstep: Class 30 contains 60036 members 
Mstep: Class 31 contains 63102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85500224.000000 Penalty: 67033.648438
Iteration 64Q: 32 clusters Score -8.550022e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 3840 members 
Mstep: Class 3 contains 18812 members 
Mstep: Class 4 contains 29130 members 
Mstep: Class 5 contains 3381 members 
Mstep: Class 6 contains 5962 members 
Mstep: Class 7 contains 13353 members 
Mstep: Class 8 contains 32330 members 
Mstep: Class 9 contains 29447 members 
Mstep: Class 10 contains 8262 members 
Mstep: Class 11 contains 5487 members 
Mstep: Class 12 contains 15122 members 
Mstep: Class 13 contains 251 members 
Mstep: Class 14 contains 3975 members 
Mstep: Class 15 contains 4802 members 
Mstep: Class 16 contains 45894 members 
Mstep: Class 17 contains 8146 members 
Mstep: Class 18 contains 50368 members 
Mstep: Class 19 contains 10438 members 
Mstep: Class 20 contains 39773 members 
Mstep: Class 21 contains 76149 members 
Mstep: Class 22 contains 20363 members 
Mstep: Class 23 contains 16101 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 1212 members 
Mstep: Class 26 contains 3877 members 
Mstep: Class 27 contains 12235 members 
Mstep: Class 28 contains 3031 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 60050 members 
Mstep: Class 31 contains 61924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85504792.000000 Penalty: 67033.648438
Iteration 65Q: 32 clusters Score -8.550479e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 3810 members 
Mstep: Class 3 contains 18833 members 
Mstep: Class 4 contains 29121 members 
Mstep: Class 5 contains 3399 members 
Mstep: Class 6 contains 6068 members 
Mstep: Class 7 contains 13373 members 
Mstep: Class 8 contains 32321 members 
Mstep: Class 9 contains 29481 members 
Mstep: Class 10 contains 8260 members 
Mstep: Class 11 contains 5524 members 
Mstep: Class 12 contains 15122 members 
Mstep: Class 13 contains 251 members 
Mstep: Class 14 contains 3968 members 
Mstep: Class 15 contains 4793 members 
Mstep: Class 16 contains 45840 members 
Mstep: Class 17 contains 7464 members 
Mstep: Class 18 contains 50373 members 
Mstep: Class 19 contains 11964 members 
Mstep: Class 20 contains 39621 members 
Mstep: Class 21 contains 75849 members 
Mstep: Class 22 contains 20396 members 
Mstep: Class 23 contains 16172 members 
Mstep: Class 24 contains 6492 members 
Mstep: Class 25 contains 1212 members 
Mstep: Class 26 contains 3884 members 
Mstep: Class 27 contains 12303 members 
Mstep: Class 28 contains 3032 members 
Mstep: Class 29 contains 1121 members 
Mstep: Class 30 contains 60071 members 
Mstep: Class 31 contains 61197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85508440.000000 Penalty: 67033.648438
Iteration 66Q: 32 clusters Score -8.550844e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 3783 members 
Mstep: Class 3 contains 18853 members 
Mstep: Class 4 contains 29112 members 
Mstep: Class 5 contains 3417 members 
Mstep: Class 6 contains 6188 members 
Mstep: Class 7 contains 13362 members 
Mstep: Class 8 contains 32311 members 
Mstep: Class 9 contains 29510 members 
Mstep: Class 10 contains 8263 members 
Mstep: Class 11 contains 5560 members 
Mstep: Class 12 contains 15121 members 
Mstep: Class 13 contains 251 members 
Mstep: Class 14 contains 3960 members 
Mstep: Class 15 contains 4790 members 
Mstep: Class 16 contains 46029 members 
Mstep: Class 17 contains 6892 members 
Mstep: Class 18 contains 50370 members 
Mstep: Class 19 contains 13100 members 
Mstep: Class 20 contains 39496 members 
Mstep: Class 21 contains 75641 members 
Mstep: Class 22 contains 20433 members 
Mstep: Class 23 contains 16196 members 
Mstep: Class 24 contains 6488 members 
Mstep: Class 25 contains 1216 members 
Mstep: Class 26 contains 3879 members 
Mstep: Class 27 contains 12353 members 
Mstep: Class 28 contains 3025 members 
Mstep: Class 29 contains 1210 members 
Mstep: Class 30 contains 60071 members 
Mstep: Class 31 contains 60491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85510048.000000 Penalty: 67033.648438
Iteration 67Q: 32 clusters Score -8.551005e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 3767 members 
Mstep: Class 3 contains 18869 members 
Mstep: Class 4 contains 29104 members 
Mstep: Class 5 contains 3431 members 
Mstep: Class 6 contains 6288 members 
Mstep: Class 7 contains 13341 members 
Mstep: Class 8 contains 32309 members 
Mstep: Class 9 contains 29519 members 
Mstep: Class 10 contains 8259 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 15121 members 
Mstep: Class 13 contains 251 members 
Mstep: Class 14 contains 3946 members 
Mstep: Class 15 contains 4772 members 
Mstep: Class 16 contains 46329 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 50366 members 
Mstep: Class 19 contains 13990 members 
Mstep: Class 20 contains 39351 members 
Mstep: Class 21 contains 75510 members 
Mstep: Class 22 contains 20485 members 
Mstep: Class 23 contains 16221 members 
Mstep: Class 24 contains 6485 members 
Mstep: Class 25 contains 1225 members 
Mstep: Class 26 contains 3881 members 
Mstep: Class 27 contains 12384 members 
Mstep: Class 28 contains 3017 members 
Mstep: Class 29 contains 1268 members 
Mstep: Class 30 contains 60095 members 
Mstep: Class 31 contains 59799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85510648.000000 Penalty: 67033.648438
Iteration 68Q: 32 clusters Score -8.551065e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 3762 members 
Mstep: Class 3 contains 18886 members 
Mstep: Class 4 contains 29100 members 
Mstep: Class 5 contains 3442 members 
Mstep: Class 6 contains 6379 members 
Mstep: Class 7 contains 13320 members 
Mstep: Class 8 contains 32307 members 
Mstep: Class 9 contains 29522 members 
Mstep: Class 10 contains 8258 members 
Mstep: Class 11 contains 5637 members 
Mstep: Class 12 contains 15118 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 3934 members 
Mstep: Class 15 contains 4763 members 
Mstep: Class 16 contains 46710 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 50362 members 
Mstep: Class 19 contains 14613 members 
Mstep: Class 20 contains 39161 members 
Mstep: Class 21 contains 75437 members 
Mstep: Class 22 contains 20554 members 
Mstep: Class 23 contains 16260 members 
Mstep: Class 24 contains 6480 members 
Mstep: Class 25 contains 1235 members 
Mstep: Class 26 contains 3882 members 
Mstep: Class 27 contains 12387 members 
Mstep: Class 28 contains 3010 members 
Mstep: Class 29 contains 1307 members 
Mstep: Class 30 contains 60133 members 
Mstep: Class 31 contains 59165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85510600.000000 Penalty: 67033.648438
Iteration 69Q: 32 clusters Score -8.55106e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 18909 members 
Mstep: Class 4 contains 29095 members 
Mstep: Class 5 contains 3458 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 13301 members 
Mstep: Class 8 contains 32302 members 
Mstep: Class 9 contains 29534 members 
Mstep: Class 10 contains 8252 members 
Mstep: Class 11 contains 5651 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 3931 members 
Mstep: Class 15 contains 4752 members 
Mstep: Class 16 contains 47225 members 
Mstep: Class 17 contains 5770 members 
Mstep: Class 18 contains 50354 members 
Mstep: Class 19 contains 15100 members 
Mstep: Class 20 contains 38984 members 
Mstep: Class 21 contains 75435 members 
Mstep: Class 22 contains 20614 members 
Mstep: Class 23 contains 16296 members 
Mstep: Class 24 contains 6478 members 
Mstep: Class 25 contains 1241 members 
Mstep: Class 26 contains 3880 members 
Mstep: Class 27 contains 12388 members 
Mstep: Class 28 contains 3000 members 
Mstep: Class 29 contains 1338 members 
Mstep: Class 30 contains 60167 members 
Mstep: Class 31 contains 58407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85509728.000000 Penalty: 67033.648438
Iteration 70Q: 32 clusters Score -8.550973e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 18930 members 
Mstep: Class 4 contains 29090 members 
Mstep: Class 5 contains 3473 members 
Mstep: Class 6 contains 6513 members 
Mstep: Class 7 contains 13271 members 
Mstep: Class 8 contains 32302 members 
Mstep: Class 9 contains 29545 members 
Mstep: Class 10 contains 8251 members 
Mstep: Class 11 contains 5672 members 
Mstep: Class 12 contains 15114 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 3927 members 
Mstep: Class 15 contains 4744 members 
Mstep: Class 16 contains 47816 members 
Mstep: Class 17 contains 5549 members 
Mstep: Class 18 contains 50352 members 
Mstep: Class 19 contains 15460 members 
Mstep: Class 20 contains 38802 members 
Mstep: Class 21 contains 75452 members 
Mstep: Class 22 contains 20680 members 
Mstep: Class 23 contains 16331 members 
Mstep: Class 24 contains 6475 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 3881 members 
Mstep: Class 27 contains 12381 members 
Mstep: Class 28 contains 2995 members 
Mstep: Class 29 contains 1364 members 
Mstep: Class 30 contains 60206 members 
Mstep: Class 31 contains 57630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85508384.000000 Penalty: 67033.648438
Iteration 71Q: 32 clusters Score -8.550838e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 18941 members 
Mstep: Class 4 contains 29082 members 
Mstep: Class 5 contains 3478 members 
Mstep: Class 6 contains 6571 members 
Mstep: Class 7 contains 13239 members 
Mstep: Class 8 contains 32301 members 
Mstep: Class 9 contains 29557 members 
Mstep: Class 10 contains 8247 members 
Mstep: Class 11 contains 5693 members 
Mstep: Class 12 contains 15114 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 3927 members 
Mstep: Class 15 contains 4733 members 
Mstep: Class 16 contains 48393 members 
Mstep: Class 17 contains 5362 members 
Mstep: Class 18 contains 50342 members 
Mstep: Class 19 contains 15770 members 
Mstep: Class 20 contains 38610 members 
Mstep: Class 21 contains 75476 members 
Mstep: Class 22 contains 20772 members 
Mstep: Class 23 contains 16354 members 
Mstep: Class 24 contains 6475 members 
Mstep: Class 25 contains 1240 members 
Mstep: Class 26 contains 3885 members 
Mstep: Class 27 contains 12375 members 
Mstep: Class 28 contains 2991 members 
Mstep: Class 29 contains 1380 members 
Mstep: Class 30 contains 60249 members 
Mstep: Class 31 contains 56894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85507336.000000 Penalty: 67033.648438
Iteration 72Q: 32 clusters Score -8.550734e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 3731 members 
Mstep: Class 3 contains 18951 members 
Mstep: Class 4 contains 29079 members 
Mstep: Class 5 contains 3481 members 
Mstep: Class 6 contains 6634 members 
Mstep: Class 7 contains 13207 members 
Mstep: Class 8 contains 32303 members 
Mstep: Class 9 contains 29579 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 15117 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 3922 members 
Mstep: Class 15 contains 4731 members 
Mstep: Class 16 contains 49110 members 
Mstep: Class 17 contains 5187 members 
Mstep: Class 18 contains 50336 members 
Mstep: Class 19 contains 16019 members 
Mstep: Class 20 contains 38393 members 
Mstep: Class 21 contains 75616 members 
Mstep: Class 22 contains 20852 members 
Mstep: Class 23 contains 16389 members 
Mstep: Class 24 contains 6470 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 3888 members 
Mstep: Class 27 contains 12373 members 
Mstep: Class 28 contains 2985 members 
Mstep: Class 29 contains 1392 members 
Mstep: Class 30 contains 60305 members 
Mstep: Class 31 contains 55943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85504952.000000 Penalty: 67033.648438
Iteration 73Q: 32 clusters Score -8.550495e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 18958 members 
Mstep: Class 4 contains 29075 members 
Mstep: Class 5 contains 3489 members 
Mstep: Class 6 contains 6683 members 
Mstep: Class 7 contains 13173 members 
Mstep: Class 8 contains 32310 members 
Mstep: Class 9 contains 29582 members 
Mstep: Class 10 contains 8224 members 
Mstep: Class 11 contains 5731 members 
Mstep: Class 12 contains 15117 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 3916 members 
Mstep: Class 15 contains 4726 members 
Mstep: Class 16 contains 50021 members 
Mstep: Class 17 contains 5057 members 
Mstep: Class 18 contains 50327 members 
Mstep: Class 19 contains 16219 members 
Mstep: Class 20 contains 38176 members 
Mstep: Class 21 contains 75812 members 
Mstep: Class 22 contains 20953 members 
Mstep: Class 23 contains 16412 members 
Mstep: Class 24 contains 6470 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 3893 members 
Mstep: Class 27 contains 12380 members 
Mstep: Class 28 contains 2974 members 
Mstep: Class 29 contains 1401 members 
Mstep: Class 30 contains 60376 members 
Mstep: Class 31 contains 54746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85501824.000000 Penalty: 67033.648438
Iteration 74Q: 32 clusters Score -8.550182e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 3714 members 
Mstep: Class 3 contains 18963 members 
Mstep: Class 4 contains 29076 members 
Mstep: Class 5 contains 3489 members 
Mstep: Class 6 contains 6727 members 
Mstep: Class 7 contains 13139 members 
Mstep: Class 8 contains 32318 members 
Mstep: Class 9 contains 29576 members 
Mstep: Class 10 contains 8207 members 
Mstep: Class 11 contains 5751 members 
Mstep: Class 12 contains 15122 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 3907 members 
Mstep: Class 15 contains 4721 members 
Mstep: Class 16 contains 51172 members 
Mstep: Class 17 contains 4951 members 
Mstep: Class 18 contains 50331 members 
Mstep: Class 19 contains 16396 members 
Mstep: Class 20 contains 37986 members 
Mstep: Class 21 contains 76094 members 
Mstep: Class 22 contains 21040 members 
Mstep: Class 23 contains 16454 members 
Mstep: Class 24 contains 6468 members 
Mstep: Class 25 contains 1262 members 
Mstep: Class 26 contains 3900 members 
Mstep: Class 27 contains 12405 members 
Mstep: Class 28 contains 2969 members 
Mstep: Class 29 contains 1408 members 
Mstep: Class 30 contains 60425 members 
Mstep: Class 31 contains 53202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85499592.000000 Penalty: 67033.648438
Iteration 75Q: 32 clusters Score -8.549959e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 3707 members 
Mstep: Class 3 contains 18976 members 
Mstep: Class 4 contains 29067 members 
Mstep: Class 5 contains 3485 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 13115 members 
Mstep: Class 8 contains 32316 members 
Mstep: Class 9 contains 29614 members 
Mstep: Class 10 contains 8197 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 15121 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 3903 members 
Mstep: Class 15 contains 4720 members 
Mstep: Class 16 contains 52390 members 
Mstep: Class 17 contains 4861 members 
Mstep: Class 18 contains 50332 members 
Mstep: Class 19 contains 16550 members 
Mstep: Class 20 contains 37773 members 
Mstep: Class 21 contains 76392 members 
Mstep: Class 22 contains 21121 members 
Mstep: Class 23 contains 16485 members 
Mstep: Class 24 contains 6472 members 
Mstep: Class 25 contains 1270 members 
Mstep: Class 26 contains 3905 members 
Mstep: Class 27 contains 12407 members 
Mstep: Class 28 contains 2970 members 
Mstep: Class 29 contains 1414 members 
Mstep: Class 30 contains 60466 members 
Mstep: Class 31 contains 51594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85498032.000000 Penalty: 67033.648438
Iteration 76Q: 32 clusters Score -8.549803e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 3704 members 
Mstep: Class 3 contains 18997 members 
Mstep: Class 4 contains 29069 members 
Mstep: Class 5 contains 3476 members 
Mstep: Class 6 contains 6834 members 
Mstep: Class 7 contains 13091 members 
Mstep: Class 8 contains 32313 members 
Mstep: Class 9 contains 29669 members 
Mstep: Class 10 contains 8189 members 
Mstep: Class 11 contains 5786 members 
Mstep: Class 12 contains 15120 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 3895 members 
Mstep: Class 15 contains 4715 members 
Mstep: Class 16 contains 53714 members 
Mstep: Class 17 contains 4777 members 
Mstep: Class 18 contains 50334 members 
Mstep: Class 19 contains 16662 members 
Mstep: Class 20 contains 37516 members 
Mstep: Class 21 contains 76704 members 
Mstep: Class 22 contains 21227 members 
Mstep: Class 23 contains 16515 members 
Mstep: Class 24 contains 6469 members 
Mstep: Class 25 contains 1283 members 
Mstep: Class 26 contains 3913 members 
Mstep: Class 27 contains 12414 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 60508 members 
Mstep: Class 31 contains 49901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85495440.000000 Penalty: 67033.648438
Iteration 77Q: 32 clusters Score -8.549544e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 19020 members 
Mstep: Class 4 contains 29074 members 
Mstep: Class 5 contains 3473 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 13076 members 
Mstep: Class 8 contains 32317 members 
Mstep: Class 9 contains 29678 members 
Mstep: Class 10 contains 8185 members 
Mstep: Class 11 contains 5802 members 
Mstep: Class 12 contains 15115 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 3892 members 
Mstep: Class 15 contains 4709 members 
Mstep: Class 16 contains 55101 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 50333 members 
Mstep: Class 19 contains 16795 members 
Mstep: Class 20 contains 37316 members 
Mstep: Class 21 contains 77061 members 
Mstep: Class 22 contains 21294 members 
Mstep: Class 23 contains 16550 members 
Mstep: Class 24 contains 6464 members 
Mstep: Class 25 contains 1300 members 
Mstep: Class 26 contains 3917 members 
Mstep: Class 27 contains 12419 members 
Mstep: Class 28 contains 2969 members 
Mstep: Class 29 contains 1422 members 
Mstep: Class 30 contains 60547 members 
Mstep: Class 31 contains 48091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85494856.000000 Penalty: 67033.648438
Iteration 78Q: 32 clusters Score -8.549486e+07 nChanged 3930
Entering ConstructFrom: 
Score: -85494856.000000 Penalty: 67033.648438
Entering ConstructFrom: 
Trying to split cluster 1 (9832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Entering Unmasked Estep 
Score: -1294282.500000 Penalty: 1493.927124
	Iteration 0F: 2 clusters Score -1294282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1287265.000000 Penalty: 2987.854248
	Iteration 0F: 3 clusters Score -1287265 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1290837.500000 Penalty: 2987.854248
	Iteration 1F: 3 clusters Score -1290838 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1292029.750000 Penalty: 2987.854248
	Iteration 2F: 3 clusters Score -1292030 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1292974.125000 Penalty: 2987.854248
	Iteration 3F: 3 clusters Score -1292974 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1293748.500000 Penalty: 2987.854248
	Iteration 4F: 3 clusters Score -1293748 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1294350.000000 Penalty: 2987.854248
	Iteration 5F: 3 clusters Score -1294350 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1294779.375000 Penalty: 2987.854248
	Iteration 6F: 3 clusters Score -1294779 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1295010.875000 Penalty: 2987.854248
	Iteration 7Q: 3 clusters Score -1295011 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1295151.625000 Penalty: 2987.854248
	Iteration 8Q: 3 clusters Score -1295152 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1295252.125000 Penalty: 2987.854248
	Iteration 9Q: 3 clusters Score -1295252 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1295339.000000 Penalty: 2987.854248
	Iteration 10Q: 3 clusters Score -1295339 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1295422.125000 Penalty: 2987.854248
	Iteration 11Q: 3 clusters Score -1295422 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1295486.625000 Penalty: 2987.854248
	Iteration 12Q: 3 clusters Score -1295487 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1295522.375000 Penalty: 2987.854248
	Iteration 13Q: 3 clusters Score -1295522 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1295551.750000 Penalty: 2987.854248
	Iteration 14Q: 3 clusters Score -1295552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1295572.250000 Penalty: 2987.854248
	Iteration 15Q: 3 clusters Score -1295572 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1295582.500000 Penalty: 2987.854248
	Iteration 16Q: 3 clusters Score -1295582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1295588.500000 Penalty: 2987.854248
	Iteration 17Q: 3 clusters Score -1295588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1295594.375000 Penalty: 2987.854248
	Iteration 18Q: 3 clusters Score -1295594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1295600.625000 Penalty: 2987.854248
	Iteration 19Q: 3 clusters Score -1295601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1295612.625000 Penalty: 2987.854248
	Iteration 20F: 3 clusters Score -1295613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1295611.875000 Penalty: 2987.854248
	Iteration 21Q: 3 clusters Score -1295612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1295620.500000 Penalty: 2987.854248
	Iteration 22Q: 3 clusters Score -1295620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1295623.625000 Penalty: 2987.854248
	Iteration 23Q: 3 clusters Score -1295624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1295628.875000 Penalty: 2987.854248
	Iteration 24Q: 3 clusters Score -1295629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1295629.500000 Penalty: 2987.854248
	Iteration 25Q: 3 clusters Score -1295630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1295638.000000 Penalty: 2987.854248
	Iteration 26Q: 3 clusters Score -1295638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1295635.250000 Penalty: 2987.854248
	Iteration 27Q: 3 clusters Score -1295635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1295641.625000 Penalty: 2987.854248
	Iteration 28Q: 3 clusters Score -1295642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1295638.000000 Penalty: 2987.854248
	Iteration 29Q: 3 clusters Score -1295638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1295640.000000 Penalty: 2987.854248
	Iteration 30Q: 3 clusters Score -1295640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1295646.500000 Penalty: 2987.854248
	Iteration 31Q: 3 clusters Score -1295646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1295644.625000 Penalty: 2987.854248
	Iteration 32Q: 3 clusters Score -1295645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1295646.750000 Penalty: 2987.854248
	Iteration 33Q: 3 clusters Score -1295647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1295650.000000 Penalty: 2987.854248
	Iteration 34Q: 3 clusters Score -1295650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1295652.625000 Penalty: 2987.854248
	Iteration 35Q: 3 clusters Score -1295653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1295652.000000 Penalty: 2987.854248
	Iteration 36Q: 3 clusters Score -1295652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1295651.500000 Penalty: 2987.854248
	Iteration 37Q: 3 clusters Score -1295652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1295656.875000 Penalty: 2987.854248
	Iteration 38Q: 3 clusters Score -1295657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1295656.125000 Penalty: 2987.854248
	Iteration 39Q: 3 clusters Score -1295656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1295656.250000 Penalty: 2987.854248
	Iteration 40F: 3 clusters Score -1295656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1295655.625000 Penalty: 2987.854248
	Iteration 41Q: 3 clusters Score -1295656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1295658.625000 Penalty: 2987.854248
	Iteration 42Q: 3 clusters Score -1295659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1295656.750000 Penalty: 2987.854248
	Iteration 43Q: 3 clusters Score -1295657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1295657.750000 Penalty: 2987.854248
	Iteration 44Q: 3 clusters Score -1295658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1295659.875000 Penalty: 2987.854248
	Iteration 45Q: 3 clusters Score -1295660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1295661.875000 Penalty: 2987.854248
	Iteration 46Q: 3 clusters Score -1295662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1295663.750000 Penalty: 2987.854248
	Iteration 47Q: 3 clusters Score -1295664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1295665.000000 Penalty: 2987.854248
	Iteration 48Q: 3 clusters Score -1295665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1295664.000000 Penalty: 2987.854248
	Iteration 49Q: 3 clusters Score -1295664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1295662.500000 Penalty: 2987.854248
	Iteration 50Q: 3 clusters Score -1295662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1295664.875000 Penalty: 2987.854248
	Iteration 51Q: 3 clusters Score -1295665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1295664.500000 Penalty: 2987.854248
	Iteration 52Q: 3 clusters Score -1295664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1295665.375000 Penalty: 2987.854248
	Iteration 53Q: 3 clusters Score -1295665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1295665.000000 Penalty: 2987.854248
	Iteration 54Q: 3 clusters Score -1295665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1295668.500000 Penalty: 2987.854248
	Iteration 55Q: 3 clusters Score -1295668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1295669.125000 Penalty: 2987.854248
	Iteration 56Q: 3 clusters Score -1295669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1295670.375000 Penalty: 2987.854248
	Iteration 57Q: 3 clusters Score -1295670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1295669.875000 Penalty: 2987.854248
	Iteration 58Q: 3 clusters Score -1295670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1295671.125000 Penalty: 2987.854248
	Iteration 59Q: 3 clusters Score -1295671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1295671.125000 Penalty: 2987.854248
	Iteration 60F: 3 clusters Score -1295671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3679 members 
Mstep: Class 3 contains 19031 members 
Mstep: Class 4 contains 29069 members 
Mstep: Class 5 contains 3470 members 
Mstep: Class 6 contains 6934 members 
Mstep: Class 7 contains 13064 members 
Mstep: Class 8 contains 32326 members 
Mstep: Class 9 contains 29645 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 5817 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 4706 members 
Mstep: Class 16 contains 56637 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 50331 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 37136 members 
Mstep: Class 21 contains 77385 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Entering Unmasked Estep 
Score: -85495904.000000 Penalty: 69196.023438
Splitting cluster 1 changes total score from -85494856.000000 to -85495904.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 2 (3679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Entering Unmasked Estep 
Score: -522648.843750 Penalty: 1334.189331
	Iteration 0F: 2 clusters Score -522648.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -519501.843750 Penalty: 2668.378662
	Iteration 0F: 3 clusters Score -519501.8 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -520620.750000 Penalty: 2668.378662
	Iteration 1F: 3 clusters Score -520620.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -521121.468750 Penalty: 2668.378662
	Iteration 2F: 3 clusters Score -521121.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -521509.625000 Penalty: 2668.378662
	Iteration 3F: 3 clusters Score -521509.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -521866.625000 Penalty: 2668.378662
	Iteration 4F: 3 clusters Score -521866.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -522121.375000 Penalty: 2668.378662
	Iteration 5F: 3 clusters Score -522121.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -522264.125000 Penalty: 2668.378662
	Iteration 6Q: 3 clusters Score -522264.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -522337.000000 Penalty: 2668.378662
	Iteration 7Q: 3 clusters Score -522337 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -522366.937500 Penalty: 2668.378662
	Iteration 8Q: 3 clusters Score -522366.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -522384.468750 Penalty: 2668.378662
	Iteration 9Q: 3 clusters Score -522384.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -522403.437500 Penalty: 2668.378662
	Iteration 10Q: 3 clusters Score -522403.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -522420.500000 Penalty: 2668.378662
	Iteration 11Q: 3 clusters Score -522420.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -522438.937500 Penalty: 2668.378662
	Iteration 12Q: 3 clusters Score -522438.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -522456.406250 Penalty: 2668.378662
	Iteration 13Q: 3 clusters Score -522456.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -522471.250000 Penalty: 2668.378662
	Iteration 14Q: 3 clusters Score -522471.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -522482.875000 Penalty: 2668.378662
	Iteration 15Q: 3 clusters Score -522482.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -522495.375000 Penalty: 2668.378662
	Iteration 16Q: 3 clusters Score -522495.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -522511.375000 Penalty: 2668.378662
	Iteration 17Q: 3 clusters Score -522511.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -522520.468750 Penalty: 2668.378662
	Iteration 18Q: 3 clusters Score -522520.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -522529.406250 Penalty: 2668.378662
	Iteration 19Q: 3 clusters Score -522529.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -522533.687500 Penalty: 2668.378662
	Iteration 20F: 3 clusters Score -522533.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -522535.750000 Penalty: 2668.378662
	Iteration 21Q: 3 clusters Score -522535.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -522538.781250 Penalty: 2668.378662
	Iteration 22Q: 3 clusters Score -522538.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -522541.812500 Penalty: 2668.378662
	Iteration 23Q: 3 clusters Score -522541.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -522545.781250 Penalty: 2668.378662
	Iteration 24Q: 3 clusters Score -522545.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -522552.718750 Penalty: 2668.378662
	Iteration 25Q: 3 clusters Score -522552.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -522575.531250 Penalty: 2668.378662
	Iteration 26Q: 3 clusters Score -522575.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -522595.781250 Penalty: 2668.378662
	Iteration 27Q: 3 clusters Score -522595.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -522620.031250 Penalty: 2668.378662
	Iteration 28Q: 3 clusters Score -522620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -522662.906250 Penalty: 2668.378662
	Iteration 29Q: 3 clusters Score -522662.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -522705.031250 Penalty: 2668.378662
	Iteration 30Q: 3 clusters Score -522705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -522761.781250 Penalty: 2668.378662
	Iteration 31Q: 3 clusters Score -522761.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -522871.687500 Penalty: 2668.378662
	Iteration 32Q: 3 clusters Score -522871.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -523013.093750 Penalty: 2668.378662
	Iteration 33Q: 3 clusters Score -523013.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -523165.093750 Penalty: 2668.378662
	Iteration 34Q: 3 clusters Score -523165.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -523309.250000 Penalty: 2668.378662
	Iteration 35Q: 3 clusters Score -523309.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -523383.937500 Penalty: 2668.378662
	Iteration 36Q: 3 clusters Score -523383.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -523430.281250 Penalty: 2668.378662
	Iteration 37Q: 3 clusters Score -523430.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -523463.781250 Penalty: 2668.378662
	Iteration 38Q: 3 clusters Score -523463.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -523485.218750 Penalty: 2668.378662
	Iteration 39Q: 3 clusters Score -523485.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -523503.812500 Penalty: 2668.378662
	Iteration 40F: 3 clusters Score -523503.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -523519.000000 Penalty: 2668.378662
	Iteration 41Q: 3 clusters Score -523519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -523529.562500 Penalty: 2668.378662
	Iteration 42Q: 3 clusters Score -523529.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -523538.468750 Penalty: 2668.378662
	Iteration 43Q: 3 clusters Score -523538.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -523550.125000 Penalty: 2668.378662
	Iteration 44Q: 3 clusters Score -523550.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -523560.250000 Penalty: 2668.378662
	Iteration 45Q: 3 clusters Score -523560.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -523574.781250 Penalty: 2668.378662
	Iteration 46Q: 3 clusters Score -523574.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -523593.156250 Penalty: 2668.378662
	Iteration 47Q: 3 clusters Score -523593.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -523614.843750 Penalty: 2668.378662
	Iteration 48Q: 3 clusters Score -523614.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -523633.187500 Penalty: 2668.378662
	Iteration 49Q: 3 clusters Score -523633.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -523656.562500 Penalty: 2668.378662
	Iteration 50Q: 3 clusters Score -523656.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -523682.250000 Penalty: 2668.378662
	Iteration 51Q: 3 clusters Score -523682.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -523701.375000 Penalty: 2668.378662
	Iteration 52Q: 3 clusters Score -523701.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -523707.031250 Penalty: 2668.378662
	Iteration 53Q: 3 clusters Score -523707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -523711.687500 Penalty: 2668.378662
	Iteration 54Q: 3 clusters Score -523711.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -523715.625000 Penalty: 2668.378662
	Iteration 55Q: 3 clusters Score -523715.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -523718.812500 Penalty: 2668.378662
	Iteration 56Q: 3 clusters Score -523718.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -523720.406250 Penalty: 2668.378662
	Iteration 57Q: 3 clusters Score -523720.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -523722.187500 Penalty: 2668.378662
	Iteration 58Q: 3 clusters Score -523722.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -523722.250000 Penalty: 2668.378662
	Iteration 59Q: 3 clusters Score -523722.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -523723.312500 Penalty: 2668.378662
	Iteration 60F: 3 clusters Score -523723.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -523723.343750 Penalty: 2668.378662
	Iteration 61Q: 3 clusters Score -523723.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -523723.468750 Penalty: 2668.378662
	Iteration 62Q: 3 clusters Score -523723.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -523723.468750 Penalty: 2668.378662
	Iteration 63F: 3 clusters Score -523723.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 19031 members 
Mstep: Class 4 contains 29069 members 
Mstep: Class 5 contains 3470 members 
Mstep: Class 6 contains 6934 members 
Mstep: Class 7 contains 13064 members 
Mstep: Class 8 contains 32326 members 
Mstep: Class 9 contains 29645 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 5817 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 4706 members 
Mstep: Class 16 contains 56637 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 50331 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 37136 members 
Mstep: Class 21 contains 77385 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Entering Unmasked Estep 
Score: -85496080.000000 Penalty: 71358.398438
Splitting cluster 2 changes total score from -85494856.000000 to -85496080.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 3 (19031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Entering Unmasked Estep 
Score: -2776178.500000 Penalty: 1601.246460
	Iteration 0F: 2 clusters Score -2776178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2763427.750000 Penalty: 3202.492920
	Iteration 0F: 3 clusters Score -2763428 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2768667.250000 Penalty: 3202.492920
	Iteration 1F: 3 clusters Score -2768667 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2769769.000000 Penalty: 3202.492920
	Iteration 2F: 3 clusters Score -2769769 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2771376.000000 Penalty: 3202.492920
	Iteration 3F: 3 clusters Score -2771376 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2773745.000000 Penalty: 3202.492920
	Iteration 4F: 3 clusters Score -2773745 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2776187.000000 Penalty: 3202.492920
	Iteration 5F: 3 clusters Score -2776187 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2777720.000000 Penalty: 3202.492920
	Iteration 6F: 3 clusters Score -2777720 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2778478.000000 Penalty: 3202.492920
	Iteration 7F: 3 clusters Score -2778478 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2778956.000000 Penalty: 3202.492920
	Iteration 8Q: 3 clusters Score -2778956 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2779347.500000 Penalty: 3202.492920
	Iteration 9Q: 3 clusters Score -2779348 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2779735.750000 Penalty: 3202.492920
	Iteration 10Q: 3 clusters Score -2779736 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2780073.250000 Penalty: 3202.492920
	Iteration 11Q: 3 clusters Score -2780073 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2780330.500000 Penalty: 3202.492920
	Iteration 12Q: 3 clusters Score -2780330 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2780514.750000 Penalty: 3202.492920
	Iteration 13Q: 3 clusters Score -2780515 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2780630.000000 Penalty: 3202.492920
	Iteration 14Q: 3 clusters Score -2780630 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2780718.750000 Penalty: 3202.492920
	Iteration 15Q: 3 clusters Score -2780719 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2780761.250000 Penalty: 3202.492920
	Iteration 16Q: 3 clusters Score -2780761 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2780792.500000 Penalty: 3202.492920
	Iteration 17Q: 3 clusters Score -2780792 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2780818.750000 Penalty: 3202.492920
	Iteration 18Q: 3 clusters Score -2780819 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2780843.750000 Penalty: 3202.492920
	Iteration 19Q: 3 clusters Score -2780844 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2780862.000000 Penalty: 3202.492920
	Iteration 20F: 3 clusters Score -2780862 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2780893.000000 Penalty: 3202.492920
	Iteration 21Q: 3 clusters Score -2780893 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2780912.750000 Penalty: 3202.492920
	Iteration 22Q: 3 clusters Score -2780913 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2780925.500000 Penalty: 3202.492920
	Iteration 23Q: 3 clusters Score -2780926 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2780950.750000 Penalty: 3202.492920
	Iteration 24Q: 3 clusters Score -2780951 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2780953.750000 Penalty: 3202.492920
	Iteration 25Q: 3 clusters Score -2780954 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2780969.250000 Penalty: 3202.492920
	Iteration 26Q: 3 clusters Score -2780969 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2780973.250000 Penalty: 3202.492920
	Iteration 27Q: 3 clusters Score -2780973 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2780984.750000 Penalty: 3202.492920
	Iteration 28Q: 3 clusters Score -2780985 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2780997.250000 Penalty: 3202.492920
	Iteration 29Q: 3 clusters Score -2780997 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2780993.500000 Penalty: 3202.492920
	Iteration 30Q: 3 clusters Score -2780994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2781005.500000 Penalty: 3202.492920
	Iteration 31Q: 3 clusters Score -2781006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2781006.250000 Penalty: 3202.492920
	Iteration 32Q: 3 clusters Score -2781006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2781008.500000 Penalty: 3202.492920
	Iteration 33Q: 3 clusters Score -2781008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2781011.250000 Penalty: 3202.492920
	Iteration 34Q: 3 clusters Score -2781011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2781002.250000 Penalty: 3202.492920
	Iteration 35Q: 3 clusters Score -2781002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2781001.500000 Penalty: 3202.492920
	Iteration 36Q: 3 clusters Score -2781002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2781006.750000 Penalty: 3202.492920
	Iteration 37Q: 3 clusters Score -2781007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2781013.000000 Penalty: 3202.492920
	Iteration 38Q: 3 clusters Score -2781013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2781010.000000 Penalty: 3202.492920
	Iteration 39Q: 3 clusters Score -2781010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2781011.000000 Penalty: 3202.492920
	Iteration 40F: 3 clusters Score -2781011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2781008.250000 Penalty: 3202.492920
	Iteration 41Q: 3 clusters Score -2781008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2781011.250000 Penalty: 3202.492920
	Iteration 42Q: 3 clusters Score -2781011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2781012.250000 Penalty: 3202.492920
	Iteration 43Q: 3 clusters Score -2781012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2781007.250000 Penalty: 3202.492920
	Iteration 44Q: 3 clusters Score -2781007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2781004.250000 Penalty: 3202.492920
	Iteration 45Q: 3 clusters Score -2781004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2781005.500000 Penalty: 3202.492920
	Iteration 46Q: 3 clusters Score -2781006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2781004.750000 Penalty: 3202.492920
	Iteration 47Q: 3 clusters Score -2781005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2781007.000000 Penalty: 3202.492920
	Iteration 48Q: 3 clusters Score -2781007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2781005.750000 Penalty: 3202.492920
	Iteration 49Q: 3 clusters Score -2781006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2781006.250000 Penalty: 3202.492920
	Iteration 50Q: 3 clusters Score -2781006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2781005.000000 Penalty: 3202.492920
	Iteration 51Q: 3 clusters Score -2781005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2781005.000000 Penalty: 3202.492920
	Iteration 52F: 3 clusters Score -2781005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 29069 members 
Mstep: Class 5 contains 3470 members 
Mstep: Class 6 contains 6934 members 
Mstep: Class 7 contains 13064 members 
Mstep: Class 8 contains 32326 members 
Mstep: Class 9 contains 29645 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 5817 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 4706 members 
Mstep: Class 16 contains 56637 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 50331 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 37136 members 
Mstep: Class 21 contains 77385 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Entering Unmasked Estep 
Score: -85501600.000000 Penalty: 73520.773438
Splitting cluster 3 changes total score from -85494856.000000 to -85501600.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 4 (29069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Entering Unmasked Estep 
Score: -4064296.000000 Penalty: 1670.082031
	Iteration 0F: 2 clusters Score -4064296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -4047915.500000 Penalty: 3340.164062
	Iteration 0F: 3 clusters Score -4047916 nChanged 13340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -4056681.000000 Penalty: 3340.164062
	Iteration 1F: 3 clusters Score -4056681 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -4059432.250000 Penalty: 3340.164062
	Iteration 2F: 3 clusters Score -4059432 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -4062742.500000 Penalty: 3340.164062
	Iteration 3F: 3 clusters Score -4062742 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -4065033.250000 Penalty: 3340.164062
	Iteration 4F: 3 clusters Score -4065033 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -4066237.250000 Penalty: 3340.164062
	Iteration 5F: 3 clusters Score -4066237 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -4066685.000000 Penalty: 3340.164062
	Iteration 6Q: 3 clusters Score -4066685 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -4066920.250000 Penalty: 3340.164062
	Iteration 7Q: 3 clusters Score -4066920 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -4067000.000000 Penalty: 3340.164062
	Iteration 8Q: 3 clusters Score -4067000 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -4067072.750000 Penalty: 3340.164062
	Iteration 9Q: 3 clusters Score -4067073 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -4067097.250000 Penalty: 3340.164062
	Iteration 10Q: 3 clusters Score -4067097 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -4067117.500000 Penalty: 3340.164062
	Iteration 11Q: 3 clusters Score -4067118 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -4067172.000000 Penalty: 3340.164062
	Iteration 12Q: 3 clusters Score -4067172 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -4067206.500000 Penalty: 3340.164062
	Iteration 13Q: 3 clusters Score -4067206 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -4067237.000000 Penalty: 3340.164062
	Iteration 14Q: 3 clusters Score -4067237 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -4067253.750000 Penalty: 3340.164062
	Iteration 15Q: 3 clusters Score -4067254 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -4067263.000000 Penalty: 3340.164062
	Iteration 16Q: 3 clusters Score -4067263 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -4067278.000000 Penalty: 3340.164062
	Iteration 17Q: 3 clusters Score -4067278 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -4067297.000000 Penalty: 3340.164062
	Iteration 18Q: 3 clusters Score -4067297 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -4067298.000000 Penalty: 3340.164062
	Iteration 19Q: 3 clusters Score -4067298 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -4067315.000000 Penalty: 3340.164062
	Iteration 20F: 3 clusters Score -4067315 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -4067323.500000 Penalty: 3340.164062
	Iteration 21Q: 3 clusters Score -4067324 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -4067339.750000 Penalty: 3340.164062
	Iteration 22Q: 3 clusters Score -4067340 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -4067348.000000 Penalty: 3340.164062
	Iteration 23Q: 3 clusters Score -4067348 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -4067350.750000 Penalty: 3340.164062
	Iteration 24Q: 3 clusters Score -4067351 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -4067356.250000 Penalty: 3340.164062
	Iteration 25Q: 3 clusters Score -4067356 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -4067374.750000 Penalty: 3340.164062
	Iteration 26Q: 3 clusters Score -4067375 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -4067389.750000 Penalty: 3340.164062
	Iteration 27Q: 3 clusters Score -4067390 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -4067387.750000 Penalty: 3340.164062
	Iteration 28Q: 3 clusters Score -4067388 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -4067419.500000 Penalty: 3340.164062
	Iteration 29Q: 3 clusters Score -4067420 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -4067432.250000 Penalty: 3340.164062
	Iteration 30Q: 3 clusters Score -4067432 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -4067460.000000 Penalty: 3340.164062
	Iteration 31Q: 3 clusters Score -4067460 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -4067499.750000 Penalty: 3340.164062
	Iteration 32Q: 3 clusters Score -4067500 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -4067516.250000 Penalty: 3340.164062
	Iteration 33Q: 3 clusters Score -4067516 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -4067551.750000 Penalty: 3340.164062
	Iteration 34Q: 3 clusters Score -4067552 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -4067604.750000 Penalty: 3340.164062
	Iteration 35Q: 3 clusters Score -4067605 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -4067644.750000 Penalty: 3340.164062
	Iteration 36Q: 3 clusters Score -4067645 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -4067680.750000 Penalty: 3340.164062
	Iteration 37Q: 3 clusters Score -4067681 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -4067737.000000 Penalty: 3340.164062
	Iteration 38Q: 3 clusters Score -4067737 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -4067787.750000 Penalty: 3340.164062
	Iteration 39Q: 3 clusters Score -4067788 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -4067842.250000 Penalty: 3340.164062
	Iteration 40F: 3 clusters Score -4067842 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -4067900.750000 Penalty: 3340.164062
	Iteration 41Q: 3 clusters Score -4067901 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -4067934.750000 Penalty: 3340.164062
	Iteration 42Q: 3 clusters Score -4067935 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -4067975.500000 Penalty: 3340.164062
	Iteration 43Q: 3 clusters Score -4067976 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -4068040.000000 Penalty: 3340.164062
	Iteration 44Q: 3 clusters Score -4068040 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -4068103.250000 Penalty: 3340.164062
	Iteration 45Q: 3 clusters Score -4068103 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -4068187.500000 Penalty: 3340.164062
	Iteration 46Q: 3 clusters Score -4068188 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -4068234.500000 Penalty: 3340.164062
	Iteration 47Q: 3 clusters Score -4068234 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -4068300.000000 Penalty: 3340.164062
	Iteration 48Q: 3 clusters Score -4068300 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -4068382.000000 Penalty: 3340.164062
	Iteration 49Q: 3 clusters Score -4068382 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -4068480.750000 Penalty: 3340.164062
	Iteration 50Q: 3 clusters Score -4068481 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -4068553.250000 Penalty: 3340.164062
	Iteration 51Q: 3 clusters Score -4068553 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -4068656.750000 Penalty: 3340.164062
	Iteration 52Q: 3 clusters Score -4068657 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -4068744.750000 Penalty: 3340.164062
	Iteration 53Q: 3 clusters Score -4068745 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -4068840.500000 Penalty: 3340.164062
	Iteration 54Q: 3 clusters Score -4068840 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -4068906.750000 Penalty: 3340.164062
	Iteration 55Q: 3 clusters Score -4068907 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -4068945.500000 Penalty: 3340.164062
	Iteration 56Q: 3 clusters Score -4068946 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -4068984.250000 Penalty: 3340.164062
	Iteration 57Q: 3 clusters Score -4068984 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -4068985.250000 Penalty: 3340.164062
	Iteration 58Q: 3 clusters Score -4068985 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -4068990.000000 Penalty: 3340.164062
	Iteration 59Q: 3 clusters Score -4068990 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -4068990.750000 Penalty: 3340.164062
	Iteration 60F: 3 clusters Score -4068991 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -4068989.000000 Penalty: 3340.164062
	Iteration 61Q: 3 clusters Score -4068989 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -4068991.750000 Penalty: 3340.164062
	Iteration 62Q: 3 clusters Score -4068992 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -4068962.750000 Penalty: 3340.164062
	Iteration 63Q: 3 clusters Score -4068963 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -4068963.500000 Penalty: 3340.164062
	Iteration 64Q: 3 clusters Score -4068964 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -4068960.500000 Penalty: 3340.164062
	Iteration 65Q: 3 clusters Score -4068960 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -4068933.750000 Penalty: 3340.164062
	Iteration 66Q: 3 clusters Score -4068934 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -4068932.250000 Penalty: 3340.164062
	Iteration 67Q: 3 clusters Score -4068932 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -4068918.250000 Penalty: 3340.164062
	Iteration 68Q: 3 clusters Score -4068918 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -4068906.500000 Penalty: 3340.164062
	Iteration 69Q: 3 clusters Score -4068906 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -4068894.250000 Penalty: 3340.164062
	Iteration 70Q: 3 clusters Score -4068894 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -4068896.750000 Penalty: 3340.164062
	Iteration 71Q: 3 clusters Score -4068897 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -4068895.750000 Penalty: 3340.164062
	Iteration 72Q: 3 clusters Score -4068896 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -4068911.750000 Penalty: 3340.164062
	Iteration 73Q: 3 clusters Score -4068912 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -4068921.500000 Penalty: 3340.164062
	Iteration 74Q: 3 clusters Score -4068922 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -4068930.250000 Penalty: 3340.164062
	Iteration 75Q: 3 clusters Score -4068930 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -4068928.250000 Penalty: 3340.164062
	Iteration 76Q: 3 clusters Score -4068928 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -4068917.000000 Penalty: 3340.164062
	Iteration 77Q: 3 clusters Score -4068917 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -4068912.500000 Penalty: 3340.164062
	Iteration 78Q: 3 clusters Score -4068912 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -4068890.000000 Penalty: 3340.164062
	Iteration 79Q: 3 clusters Score -4068890 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -4068874.500000 Penalty: 3340.164062
	Iteration 80F: 3 clusters Score -4068874 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -4068862.750000 Penalty: 3340.164062
	Iteration 81Q: 3 clusters Score -4068863 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -4068859.500000 Penalty: 3340.164062
	Iteration 82Q: 3 clusters Score -4068860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -4068850.250000 Penalty: 3340.164062
	Iteration 83Q: 3 clusters Score -4068850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -4068846.250000 Penalty: 3340.164062
	Iteration 84Q: 3 clusters Score -4068846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -4068830.250000 Penalty: 3340.164062
	Iteration 85Q: 3 clusters Score -4068830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -4068836.500000 Penalty: 3340.164062
	Iteration 86Q: 3 clusters Score -4068836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -4068834.250000 Penalty: 3340.164062
	Iteration 87Q: 3 clusters Score -4068834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -4068828.000000 Penalty: 3340.164062
	Iteration 88Q: 3 clusters Score -4068828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -4068821.500000 Penalty: 3340.164062
	Iteration 89Q: 3 clusters Score -4068822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -4068815.250000 Penalty: 3340.164062
	Iteration 90Q: 3 clusters Score -4068815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -4068816.000000 Penalty: 3340.164062
	Iteration 91Q: 3 clusters Score -4068816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -4068819.000000 Penalty: 3340.164062
	Iteration 92Q: 3 clusters Score -4068819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -4068814.500000 Penalty: 3340.164062
	Iteration 93Q: 3 clusters Score -4068814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -4068815.500000 Penalty: 3340.164062
	Iteration 94Q: 3 clusters Score -4068816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -4068808.500000 Penalty: 3340.164062
	Iteration 95Q: 3 clusters Score -4068808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -4068807.750000 Penalty: 3340.164062
	Iteration 96Q: 3 clusters Score -4068808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -4068807.750000 Penalty: 3340.164062
	Iteration 97F: 3 clusters Score -4068808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 3470 members 
Mstep: Class 6 contains 6934 members 
Mstep: Class 7 contains 13064 members 
Mstep: Class 8 contains 32326 members 
Mstep: Class 9 contains 29645 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 5817 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 4706 members 
Mstep: Class 16 contains 56637 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 50331 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 37136 members 
Mstep: Class 21 contains 77385 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Entering Unmasked Estep 
Score: -85506120.000000 Penalty: 75683.148438
Splitting cluster 4 changes total score from -85494856.000000 to -85506120.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 5 (3470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Entering Unmasked Estep 
Score: -421735.781250 Penalty: 1324.685303
	Iteration 0F: 2 clusters Score -421735.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -418794.375000 Penalty: 2649.370605
	Iteration 0F: 3 clusters Score -418794.4 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -420077.781250 Penalty: 2649.370605
	Iteration 1F: 3 clusters Score -420077.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -421022.000000 Penalty: 2649.370605
	Iteration 2F: 3 clusters Score -421022 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -422531.281250 Penalty: 2649.370605
	Iteration 3F: 3 clusters Score -422531.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -423892.218750 Penalty: 2649.370605
	Iteration 4F: 3 clusters Score -423892.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -424531.250000 Penalty: 2649.370605
	Iteration 5F: 3 clusters Score -424531.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -424921.375000 Penalty: 2649.370605
	Iteration 6F: 3 clusters Score -424921.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -425238.093750 Penalty: 2649.370605
	Iteration 7Q: 3 clusters Score -425238.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -425498.406250 Penalty: 2649.370605
	Iteration 8Q: 3 clusters Score -425498.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -425745.312500 Penalty: 2649.370605
	Iteration 9Q: 3 clusters Score -425745.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -425878.093750 Penalty: 2649.370605
	Iteration 10Q: 3 clusters Score -425878.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -425943.937500 Penalty: 2649.370605
	Iteration 11Q: 3 clusters Score -425943.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -425985.375000 Penalty: 2649.370605
	Iteration 12Q: 3 clusters Score -425985.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -426013.187500 Penalty: 2649.370605
	Iteration 13Q: 3 clusters Score -426013.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -426029.406250 Penalty: 2649.370605
	Iteration 14Q: 3 clusters Score -426029.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -426035.468750 Penalty: 2649.370605
	Iteration 15Q: 3 clusters Score -426035.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -426043.593750 Penalty: 2649.370605
	Iteration 16Q: 3 clusters Score -426043.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -426051.000000 Penalty: 2649.370605
	Iteration 17Q: 3 clusters Score -426051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -426061.375000 Penalty: 2649.370605
	Iteration 18Q: 3 clusters Score -426061.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -426065.812500 Penalty: 2649.370605
	Iteration 19Q: 3 clusters Score -426065.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -426077.281250 Penalty: 2649.370605
	Iteration 20F: 3 clusters Score -426077.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -426083.531250 Penalty: 2649.370605
	Iteration 21Q: 3 clusters Score -426083.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -426086.875000 Penalty: 2649.370605
	Iteration 22Q: 3 clusters Score -426086.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -426089.718750 Penalty: 2649.370605
	Iteration 23Q: 3 clusters Score -426089.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -426089.656250 Penalty: 2649.370605
	Iteration 24Q: 3 clusters Score -426089.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -426091.906250 Penalty: 2649.370605
	Iteration 25Q: 3 clusters Score -426091.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -426092.906250 Penalty: 2649.370605
	Iteration 26Q: 3 clusters Score -426092.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -426092.687500 Penalty: 2649.370605
	Iteration 27Q: 3 clusters Score -426092.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -426092.687500 Penalty: 2649.370605
	Iteration 28F: 3 clusters Score -426092.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 6934 members 
Mstep: Class 7 contains 13064 members 
Mstep: Class 8 contains 32326 members 
Mstep: Class 9 contains 29645 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 5817 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 4706 members 
Mstep: Class 16 contains 56637 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 50331 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 37136 members 
Mstep: Class 21 contains 77385 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Entering Unmasked Estep 
Score: -85509960.000000 Penalty: 77845.523438
Splitting cluster 5 changes total score from -85494856.000000 to -85509960.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 6 (6934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Entering Unmasked Estep 
Score: -897184.562500 Penalty: 1437.181274
	Iteration 0F: 2 clusters Score -897184.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -892014.187500 Penalty: 2874.362549
	Iteration 0F: 3 clusters Score -892014.2 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -894221.187500 Penalty: 2874.362549
	Iteration 1F: 3 clusters Score -894221.2 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -895540.500000 Penalty: 2874.362549
	Iteration 2F: 3 clusters Score -895540.5 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -897215.687500 Penalty: 2874.362549
	Iteration 3F: 3 clusters Score -897215.7 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -898692.937500 Penalty: 2874.362549
	Iteration 4F: 3 clusters Score -898692.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -899485.312500 Penalty: 2874.362549
	Iteration 5F: 3 clusters Score -899485.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -899741.500000 Penalty: 2874.362549
	Iteration 6Q: 3 clusters Score -899741.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -899810.500000 Penalty: 2874.362549
	Iteration 7Q: 3 clusters Score -899810.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -899828.875000 Penalty: 2874.362549
	Iteration 8Q: 3 clusters Score -899828.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -899835.750000 Penalty: 2874.362549
	Iteration 9Q: 3 clusters Score -899835.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -899845.187500 Penalty: 2874.362549
	Iteration 10Q: 3 clusters Score -899845.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -899847.625000 Penalty: 2874.362549
	Iteration 11Q: 3 clusters Score -899847.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -899854.875000 Penalty: 2874.362549
	Iteration 12Q: 3 clusters Score -899854.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -899858.437500 Penalty: 2874.362549
	Iteration 13Q: 3 clusters Score -899858.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -899859.812500 Penalty: 2874.362549
	Iteration 14Q: 3 clusters Score -899859.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -899860.125000 Penalty: 2874.362549
	Iteration 15Q: 3 clusters Score -899860.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -899859.812500 Penalty: 2874.362549
	Iteration 16Q: 3 clusters Score -899859.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -899859.812500 Penalty: 2874.362549
	Iteration 17F: 3 clusters Score -899859.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 13064 members 
Mstep: Class 8 contains 32326 members 
Mstep: Class 9 contains 29645 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 5817 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 4706 members 
Mstep: Class 16 contains 56637 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 50331 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 37136 members 
Mstep: Class 21 contains 77385 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Entering Unmasked Estep 
Score: -85511776.000000 Penalty: 80007.906250
Splitting cluster 6 changes total score from -85494856.000000 to -85511776.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 7 (13064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Entering Unmasked Estep 
Score: -1653986.125000 Penalty: 1540.112549
	Iteration 0F: 2 clusters Score -1653986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1644920.875000 Penalty: 3080.225098
	Iteration 0F: 3 clusters Score -1644921 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1648806.875000 Penalty: 3080.225098
	Iteration 1F: 3 clusters Score -1648807 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1650363.250000 Penalty: 3080.225098
	Iteration 2F: 3 clusters Score -1650363 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1652604.875000 Penalty: 3080.225098
	Iteration 3F: 3 clusters Score -1652605 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1654768.875000 Penalty: 3080.225098
	Iteration 4F: 3 clusters Score -1654769 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1656244.375000 Penalty: 3080.225098
	Iteration 5F: 3 clusters Score -1656244 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1656935.125000 Penalty: 3080.225098
	Iteration 6F: 3 clusters Score -1656935 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1657206.250000 Penalty: 3080.225098
	Iteration 7Q: 3 clusters Score -1657206 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1657388.500000 Penalty: 3080.225098
	Iteration 8Q: 3 clusters Score -1657388 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1657502.500000 Penalty: 3080.225098
	Iteration 9Q: 3 clusters Score -1657502 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1657584.750000 Penalty: 3080.225098
	Iteration 10Q: 3 clusters Score -1657585 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1657658.625000 Penalty: 3080.225098
	Iteration 11Q: 3 clusters Score -1657659 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1657703.875000 Penalty: 3080.225098
	Iteration 12Q: 3 clusters Score -1657704 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1657735.250000 Penalty: 3080.225098
	Iteration 13Q: 3 clusters Score -1657735 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1657756.500000 Penalty: 3080.225098
	Iteration 14Q: 3 clusters Score -1657756 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1657771.625000 Penalty: 3080.225098
	Iteration 15Q: 3 clusters Score -1657772 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1657773.750000 Penalty: 3080.225098
	Iteration 16Q: 3 clusters Score -1657774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1657777.750000 Penalty: 3080.225098
	Iteration 17Q: 3 clusters Score -1657778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1657778.250000 Penalty: 3080.225098
	Iteration 18Q: 3 clusters Score -1657778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1657787.250000 Penalty: 3080.225098
	Iteration 19Q: 3 clusters Score -1657787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1657796.000000 Penalty: 3080.225098
	Iteration 20F: 3 clusters Score -1657796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1657793.250000 Penalty: 3080.225098
	Iteration 21Q: 3 clusters Score -1657793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1657795.875000 Penalty: 3080.225098
	Iteration 22Q: 3 clusters Score -1657796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1657796.125000 Penalty: 3080.225098
	Iteration 23Q: 3 clusters Score -1657796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1657798.625000 Penalty: 3080.225098
	Iteration 24Q: 3 clusters Score -1657799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1657797.250000 Penalty: 3080.225098
	Iteration 25Q: 3 clusters Score -1657797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1657797.250000 Penalty: 3080.225098
	Iteration 26F: 3 clusters Score -1657797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 32326 members 
Mstep: Class 9 contains 29645 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 5817 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 4706 members 
Mstep: Class 16 contains 56637 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 50331 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 37136 members 
Mstep: Class 21 contains 77385 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Entering Unmasked Estep 
Score: -85514952.000000 Penalty: 82170.281250
Splitting cluster 7 changes total score from -85494856.000000 to -85514952.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 8 (32326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Entering Unmasked Estep 
Score: -4853440.500000 Penalty: 1687.339355
	Iteration 0F: 2 clusters Score -4853440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -4840630.000000 Penalty: 3374.678711
	Iteration 0F: 3 clusters Score -4840630 nChanged 15012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -4849384.000000 Penalty: 3374.678711
	Iteration 1F: 3 clusters Score -4849384 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -4850001.000000 Penalty: 3374.678711
	Iteration 2F: 3 clusters Score -4850001 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -4850719.000000 Penalty: 3374.678711
	Iteration 3F: 3 clusters Score -4850719 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -4851557.000000 Penalty: 3374.678711
	Iteration 4F: 3 clusters Score -4851557 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -4852632.000000 Penalty: 3374.678711
	Iteration 5F: 3 clusters Score -4852632 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -4854023.500000 Penalty: 3374.678711
	Iteration 6F: 3 clusters Score -4854024 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -4855418.500000 Penalty: 3374.678711
	Iteration 7F: 3 clusters Score -4855418 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -4856455.500000 Penalty: 3374.678711
	Iteration 8F: 3 clusters Score -4856456 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -4857359.500000 Penalty: 3374.678711
	Iteration 9Q: 3 clusters Score -4857360 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -4858288.500000 Penalty: 3374.678711
	Iteration 10Q: 3 clusters Score -4858288 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -4859383.500000 Penalty: 3374.678711
	Iteration 11Q: 3 clusters Score -4859384 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -4860797.000000 Penalty: 3374.678711
	Iteration 12Q: 3 clusters Score -4860797 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -4862965.500000 Penalty: 3374.678711
	Iteration 13Q: 3 clusters Score -4862966 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -4866953.500000 Penalty: 3374.678711
	Iteration 14Q: 3 clusters Score -4866954 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -4871201.500000 Penalty: 3374.678711
	Iteration 15Q: 3 clusters Score -4871202 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -4872042.000000 Penalty: 3374.678711
	Iteration 16Q: 3 clusters Score -4872042 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -4872417.000000 Penalty: 3374.678711
	Iteration 17Q: 3 clusters Score -4872417 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -4872688.000000 Penalty: 3374.678711
	Iteration 18Q: 3 clusters Score -4872688 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -4872848.500000 Penalty: 3374.678711
	Iteration 19Q: 3 clusters Score -4872848 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -4873057.000000 Penalty: 3374.678711
	Iteration 20F: 3 clusters Score -4873057 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -4873218.000000 Penalty: 3374.678711
	Iteration 21Q: 3 clusters Score -4873218 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -4873365.500000 Penalty: 3374.678711
	Iteration 22Q: 3 clusters Score -4873366 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -4873499.000000 Penalty: 3374.678711
	Iteration 23Q: 3 clusters Score -4873499 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -4873588.000000 Penalty: 3374.678711
	Iteration 24Q: 3 clusters Score -4873588 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -4873670.500000 Penalty: 3374.678711
	Iteration 25Q: 3 clusters Score -4873670 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -4873717.000000 Penalty: 3374.678711
	Iteration 26Q: 3 clusters Score -4873717 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -4873737.500000 Penalty: 3374.678711
	Iteration 27Q: 3 clusters Score -4873738 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -4873759.000000 Penalty: 3374.678711
	Iteration 28Q: 3 clusters Score -4873759 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -4873765.000000 Penalty: 3374.678711
	Iteration 29Q: 3 clusters Score -4873765 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -4873791.500000 Penalty: 3374.678711
	Iteration 30Q: 3 clusters Score -4873792 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -4873797.000000 Penalty: 3374.678711
	Iteration 31Q: 3 clusters Score -4873797 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -4873821.500000 Penalty: 3374.678711
	Iteration 32Q: 3 clusters Score -4873822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -4873830.500000 Penalty: 3374.678711
	Iteration 33Q: 3 clusters Score -4873830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -4873857.000000 Penalty: 3374.678711
	Iteration 34Q: 3 clusters Score -4873857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -4873867.000000 Penalty: 3374.678711
	Iteration 35Q: 3 clusters Score -4873867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -4873866.000000 Penalty: 3374.678711
	Iteration 36Q: 3 clusters Score -4873866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -4873855.000000 Penalty: 3374.678711
	Iteration 37Q: 3 clusters Score -4873855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -4873851.000000 Penalty: 3374.678711
	Iteration 38Q: 3 clusters Score -4873851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -4873854.500000 Penalty: 3374.678711
	Iteration 39Q: 3 clusters Score -4873854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -4873853.500000 Penalty: 3374.678711
	Iteration 40F: 3 clusters Score -4873854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -4873857.500000 Penalty: 3374.678711
	Iteration 41Q: 3 clusters Score -4873858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -4873859.000000 Penalty: 3374.678711
	Iteration 42Q: 3 clusters Score -4873859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -4873862.500000 Penalty: 3374.678711
	Iteration 43Q: 3 clusters Score -4873862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -4873861.000000 Penalty: 3374.678711
	Iteration 44Q: 3 clusters Score -4873861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -4873862.500000 Penalty: 3374.678711
	Iteration 45Q: 3 clusters Score -4873862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -4873862.500000 Penalty: 3374.678711
	Iteration 46F: 3 clusters Score -4873862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 29645 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 5817 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 4706 members 
Mstep: Class 16 contains 56637 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 50331 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 37136 members 
Mstep: Class 21 contains 77385 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Entering Unmasked Estep 
Score: -85535056.000000 Penalty: 84332.656250
Splitting cluster 8 changes total score from -85494856.000000 to -85535056.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 9 (29645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Entering Unmasked Estep 
Score: -4382000.000000 Penalty: 1673.270386
	Iteration 0F: 2 clusters Score -4382000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -4365983.000000 Penalty: 3346.540771
	Iteration 0F: 3 clusters Score -4365983 nChanged 13610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -4374021.000000 Penalty: 3346.540771
	Iteration 1F: 3 clusters Score -4374021 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -4375130.500000 Penalty: 3346.540771
	Iteration 2F: 3 clusters Score -4375130 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -4376676.500000 Penalty: 3346.540771
	Iteration 3F: 3 clusters Score -4376676 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -4378474.000000 Penalty: 3346.540771
	Iteration 4F: 3 clusters Score -4378474 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -4380065.000000 Penalty: 3346.540771
	Iteration 5F: 3 clusters Score -4380065 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -4381162.000000 Penalty: 3346.540771
	Iteration 6F: 3 clusters Score -4381162 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -4381878.000000 Penalty: 3346.540771
	Iteration 7Q: 3 clusters Score -4381878 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -4382394.500000 Penalty: 3346.540771
	Iteration 8Q: 3 clusters Score -4382394 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -4382764.500000 Penalty: 3346.540771
	Iteration 9Q: 3 clusters Score -4382764 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -4382979.000000 Penalty: 3346.540771
	Iteration 10Q: 3 clusters Score -4382979 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -4383201.000000 Penalty: 3346.540771
	Iteration 11Q: 3 clusters Score -4383201 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -4383343.500000 Penalty: 3346.540771
	Iteration 12Q: 3 clusters Score -4383344 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -4383495.500000 Penalty: 3346.540771
	Iteration 13Q: 3 clusters Score -4383496 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -4383671.500000 Penalty: 3346.540771
	Iteration 14Q: 3 clusters Score -4383672 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -4383893.000000 Penalty: 3346.540771
	Iteration 15Q: 3 clusters Score -4383893 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -4384091.500000 Penalty: 3346.540771
	Iteration 16Q: 3 clusters Score -4384092 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -4384384.000000 Penalty: 3346.540771
	Iteration 17Q: 3 clusters Score -4384384 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -4384712.000000 Penalty: 3346.540771
	Iteration 18Q: 3 clusters Score -4384712 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -4385079.000000 Penalty: 3346.540771
	Iteration 19Q: 3 clusters Score -4385079 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -4385448.000000 Penalty: 3346.540771
	Iteration 20F: 3 clusters Score -4385448 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -4385797.500000 Penalty: 3346.540771
	Iteration 21Q: 3 clusters Score -4385798 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -4386132.500000 Penalty: 3346.540771
	Iteration 22Q: 3 clusters Score -4386132 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -4386420.000000 Penalty: 3346.540771
	Iteration 23Q: 3 clusters Score -4386420 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -4386724.500000 Penalty: 3346.540771
	Iteration 24Q: 3 clusters Score -4386724 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -4386897.000000 Penalty: 3346.540771
	Iteration 25Q: 3 clusters Score -4386897 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -4387026.000000 Penalty: 3346.540771
	Iteration 26Q: 3 clusters Score -4387026 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -4387120.500000 Penalty: 3346.540771
	Iteration 27Q: 3 clusters Score -4387120 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -4387171.500000 Penalty: 3346.540771
	Iteration 28Q: 3 clusters Score -4387172 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -4387212.500000 Penalty: 3346.540771
	Iteration 29Q: 3 clusters Score -4387212 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -4387234.500000 Penalty: 3346.540771
	Iteration 30Q: 3 clusters Score -4387234 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -4387247.500000 Penalty: 3346.540771
	Iteration 31Q: 3 clusters Score -4387248 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -4387250.000000 Penalty: 3346.540771
	Iteration 32Q: 3 clusters Score -4387250 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -4387268.500000 Penalty: 3346.540771
	Iteration 33Q: 3 clusters Score -4387268 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -4387273.500000 Penalty: 3346.540771
	Iteration 34Q: 3 clusters Score -4387274 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -4387279.000000 Penalty: 3346.540771
	Iteration 35Q: 3 clusters Score -4387279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -4387275.500000 Penalty: 3346.540771
	Iteration 36Q: 3 clusters Score -4387276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -4387263.000000 Penalty: 3346.540771
	Iteration 37Q: 3 clusters Score -4387263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -4387270.000000 Penalty: 3346.540771
	Iteration 38Q: 3 clusters Score -4387270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -4387259.500000 Penalty: 3346.540771
	Iteration 39Q: 3 clusters Score -4387260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -4387271.500000 Penalty: 3346.540771
	Iteration 40F: 3 clusters Score -4387272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -4387284.000000 Penalty: 3346.540771
	Iteration 41Q: 3 clusters Score -4387284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -4387270.500000 Penalty: 3346.540771
	Iteration 42Q: 3 clusters Score -4387270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -4387277.000000 Penalty: 3346.540771
	Iteration 43Q: 3 clusters Score -4387277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -4387274.000000 Penalty: 3346.540771
	Iteration 44Q: 3 clusters Score -4387274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -4387268.000000 Penalty: 3346.540771
	Iteration 45Q: 3 clusters Score -4387268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -4387270.000000 Penalty: 3346.540771
	Iteration 46Q: 3 clusters Score -4387270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -4387278.500000 Penalty: 3346.540771
	Iteration 47Q: 3 clusters Score -4387278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -4387276.000000 Penalty: 3346.540771
	Iteration 48Q: 3 clusters Score -4387276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -4387274.500000 Penalty: 3346.540771
	Iteration 49Q: 3 clusters Score -4387274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -4387273.000000 Penalty: 3346.540771
	Iteration 50Q: 3 clusters Score -4387273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -4387272.000000 Penalty: 3346.540771
	Iteration 51Q: 3 clusters Score -4387272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -4387274.000000 Penalty: 3346.540771
	Iteration 52Q: 3 clusters Score -4387274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -4387269.000000 Penalty: 3346.540771
	Iteration 53Q: 3 clusters Score -4387269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -4387267.000000 Penalty: 3346.540771
	Iteration 54Q: 3 clusters Score -4387267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -4387260.000000 Penalty: 3346.540771
	Iteration 55Q: 3 clusters Score -4387260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -4387264.000000 Penalty: 3346.540771
	Iteration 56Q: 3 clusters Score -4387264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -4387268.500000 Penalty: 3346.540771
	Iteration 57Q: 3 clusters Score -4387268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -4387270.000000 Penalty: 3346.540771
	Iteration 58Q: 3 clusters Score -4387270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -4387272.000000 Penalty: 3346.540771
	Iteration 59Q: 3 clusters Score -4387272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -4387271.000000 Penalty: 3346.540771
	Iteration 60F: 3 clusters Score -4387271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -4387278.500000 Penalty: 3346.540771
	Iteration 61Q: 3 clusters Score -4387278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -4387277.500000 Penalty: 3346.540771
	Iteration 62Q: 3 clusters Score -4387278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -4387277.000000 Penalty: 3346.540771
	Iteration 63Q: 3 clusters Score -4387277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -4387282.500000 Penalty: 3346.540771
	Iteration 64Q: 3 clusters Score -4387282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -4387283.500000 Penalty: 3346.540771
	Iteration 65Q: 3 clusters Score -4387284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -4387282.500000 Penalty: 3346.540771
	Iteration 66Q: 3 clusters Score -4387282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -4387277.000000 Penalty: 3346.540771
	Iteration 67Q: 3 clusters Score -4387277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -4387273.000000 Penalty: 3346.540771
	Iteration 68Q: 3 clusters Score -4387273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -4387271.500000 Penalty: 3346.540771
	Iteration 69Q: 3 clusters Score -4387272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -4387280.500000 Penalty: 3346.540771
	Iteration 70Q: 3 clusters Score -4387280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -4387271.000000 Penalty: 3346.540771
	Iteration 71Q: 3 clusters Score -4387271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -4387268.000000 Penalty: 3346.540771
	Iteration 72Q: 3 clusters Score -4387268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -4387271.000000 Penalty: 3346.540771
	Iteration 73Q: 3 clusters Score -4387271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -4387265.500000 Penalty: 3346.540771
	Iteration 74Q: 3 clusters Score -4387266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -4387265.000000 Penalty: 3346.540771
	Iteration 75Q: 3 clusters Score -4387265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -4387265.500000 Penalty: 3346.540771
	Iteration 76Q: 3 clusters Score -4387266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -4387263.000000 Penalty: 3346.540771
	Iteration 77Q: 3 clusters Score -4387263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -4387261.000000 Penalty: 3346.540771
	Iteration 78Q: 3 clusters Score -4387261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -4387264.500000 Penalty: 3346.540771
	Iteration 79Q: 3 clusters Score -4387264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -4387264.000000 Penalty: 3346.540771
	Iteration 80F: 3 clusters Score -4387264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -4387264.500000 Penalty: 3346.540771
	Iteration 81Q: 3 clusters Score -4387264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -4387264.500000 Penalty: 3346.540771
	Iteration 82F: 3 clusters Score -4387264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 5817 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 4706 members 
Mstep: Class 16 contains 56637 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 50331 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 37136 members 
Mstep: Class 21 contains 77385 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Entering Unmasked Estep 
Score: -85540176.000000 Penalty: 86495.031250
Splitting cluster 9 changes total score from -85494856.000000 to -85540176.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 10 (8170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Entering Unmasked Estep 
Score: -1158518.125000 Penalty: 1463.836426
	Iteration 0F: 2 clusters Score -1158518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1152498.500000 Penalty: 2927.672852
	Iteration 0F: 3 clusters Score -1152498 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1154610.000000 Penalty: 2927.672852
	Iteration 1F: 3 clusters Score -1154610 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1155380.750000 Penalty: 2927.672852
	Iteration 2F: 3 clusters Score -1155381 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1156527.750000 Penalty: 2927.672852
	Iteration 3F: 3 clusters Score -1156528 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1157849.250000 Penalty: 2927.672852
	Iteration 4F: 3 clusters Score -1157849 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1158812.875000 Penalty: 2927.672852
	Iteration 5F: 3 clusters Score -1158813 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1159288.375000 Penalty: 2927.672852
	Iteration 6F: 3 clusters Score -1159288 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1159495.000000 Penalty: 2927.672852
	Iteration 7Q: 3 clusters Score -1159495 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1159595.750000 Penalty: 2927.672852
	Iteration 8Q: 3 clusters Score -1159596 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1159637.000000 Penalty: 2927.672852
	Iteration 9Q: 3 clusters Score -1159637 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1159657.000000 Penalty: 2927.672852
	Iteration 10Q: 3 clusters Score -1159657 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1159667.250000 Penalty: 2927.672852
	Iteration 11Q: 3 clusters Score -1159667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1159674.500000 Penalty: 2927.672852
	Iteration 12Q: 3 clusters Score -1159674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1159678.000000 Penalty: 2927.672852
	Iteration 13Q: 3 clusters Score -1159678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1159679.500000 Penalty: 2927.672852
	Iteration 14Q: 3 clusters Score -1159680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1159678.250000 Penalty: 2927.672852
	Iteration 15Q: 3 clusters Score -1159678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1159680.000000 Penalty: 2927.672852
	Iteration 16Q: 3 clusters Score -1159680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1159676.625000 Penalty: 2927.672852
	Iteration 17Q: 3 clusters Score -1159677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1159677.000000 Penalty: 2927.672852
	Iteration 18Q: 3 clusters Score -1159677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1159677.000000 Penalty: 2927.672852
	Iteration 19F: 3 clusters Score -1159677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 5817 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 4706 members 
Mstep: Class 16 contains 56637 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 50331 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 37136 members 
Mstep: Class 21 contains 77385 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Mstep: Class 41 contains 5854 members 
Entering Unmasked Estep 
Score: -85540680.000000 Penalty: 88657.406250
Splitting cluster 10 changes total score from -85494856.000000 to -85540680.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 11 (5817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Entering Unmasked Estep 
Score: -803977.812500 Penalty: 1408.637695
	Iteration 0F: 2 clusters Score -803977.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -799543.562500 Penalty: 2817.275391
	Iteration 0F: 3 clusters Score -799543.6 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -801416.812500 Penalty: 2817.275391
	Iteration 1F: 3 clusters Score -801416.8 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -802596.000000 Penalty: 2817.275391
	Iteration 2F: 3 clusters Score -802596 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -803753.687500 Penalty: 2817.275391
	Iteration 3F: 3 clusters Score -803753.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -804536.437500 Penalty: 2817.275391
	Iteration 4F: 3 clusters Score -804536.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -805109.750000 Penalty: 2817.275391
	Iteration 5F: 3 clusters Score -805109.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -805435.312500 Penalty: 2817.275391
	Iteration 6Q: 3 clusters Score -805435.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -805540.750000 Penalty: 2817.275391
	Iteration 7Q: 3 clusters Score -805540.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -805605.812500 Penalty: 2817.275391
	Iteration 8Q: 3 clusters Score -805605.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -805640.375000 Penalty: 2817.275391
	Iteration 9Q: 3 clusters Score -805640.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -805658.750000 Penalty: 2817.275391
	Iteration 10Q: 3 clusters Score -805658.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -805670.375000 Penalty: 2817.275391
	Iteration 11Q: 3 clusters Score -805670.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -805684.812500 Penalty: 2817.275391
	Iteration 12Q: 3 clusters Score -805684.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -805701.062500 Penalty: 2817.275391
	Iteration 13Q: 3 clusters Score -805701.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -805705.062500 Penalty: 2817.275391
	Iteration 14Q: 3 clusters Score -805705.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -805710.812500 Penalty: 2817.275391
	Iteration 15Q: 3 clusters Score -805710.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -805713.375000 Penalty: 2817.275391
	Iteration 16Q: 3 clusters Score -805713.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -805714.312500 Penalty: 2817.275391
	Iteration 17Q: 3 clusters Score -805714.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -805715.562500 Penalty: 2817.275391
	Iteration 18Q: 3 clusters Score -805715.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -805717.062500 Penalty: 2817.275391
	Iteration 19Q: 3 clusters Score -805717.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -805720.312500 Penalty: 2817.275391
	Iteration 20F: 3 clusters Score -805720.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -805721.062500 Penalty: 2817.275391
	Iteration 21Q: 3 clusters Score -805721.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -805720.375000 Penalty: 2817.275391
	Iteration 22Q: 3 clusters Score -805720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -805722.000000 Penalty: 2817.275391
	Iteration 23Q: 3 clusters Score -805722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -805721.625000 Penalty: 2817.275391
	Iteration 24Q: 3 clusters Score -805721.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -805721.625000 Penalty: 2817.275391
	Iteration 25F: 3 clusters Score -805721.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 252 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 4706 members 
Mstep: Class 16 contains 56637 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 50331 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 37136 members 
Mstep: Class 21 contains 77385 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Mstep: Class 41 contains 5854 members 
Mstep: Class 42 contains 3990 members 
Entering Unmasked Estep 
Score: -85541712.000000 Penalty: 90819.781250
Splitting cluster 11 changes total score from -85494856.000000 to -85541712.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 12 (15112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Entering Unmasked Estep 
Score: -1707482.250000 Penalty: 1563.777222
	Iteration 0F: 2 clusters Score -1707482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1697110.000000 Penalty: 3127.554443
	Iteration 0F: 3 clusters Score -1697110 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1700770.250000 Penalty: 3127.554443
	Iteration 1F: 3 clusters Score -1700770 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1701303.500000 Penalty: 3127.554443
	Iteration 2F: 3 clusters Score -1701304 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1701836.375000 Penalty: 3127.554443
	Iteration 3F: 3 clusters Score -1701836 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1702275.000000 Penalty: 3127.554443
	Iteration 4F: 3 clusters Score -1702275 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1702665.000000 Penalty: 3127.554443
	Iteration 5Q: 3 clusters Score -1702665 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1703024.750000 Penalty: 3127.554443
	Iteration 6Q: 3 clusters Score -1703025 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1703459.125000 Penalty: 3127.554443
	Iteration 7Q: 3 clusters Score -1703459 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1703868.875000 Penalty: 3127.554443
	Iteration 8Q: 3 clusters Score -1703869 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1704290.375000 Penalty: 3127.554443
	Iteration 9Q: 3 clusters Score -1704290 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1704691.000000 Penalty: 3127.554443
	Iteration 10Q: 3 clusters Score -1704691 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1705056.000000 Penalty: 3127.554443
	Iteration 11Q: 3 clusters Score -1705056 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1705366.250000 Penalty: 3127.554443
	Iteration 12Q: 3 clusters Score -1705366 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1705607.875000 Penalty: 3127.554443
	Iteration 13Q: 3 clusters Score -1705608 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1705798.750000 Penalty: 3127.554443
	Iteration 14Q: 3 clusters Score -1705799 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1705969.000000 Penalty: 3127.554443
	Iteration 15Q: 3 clusters Score -1705969 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1706088.125000 Penalty: 3127.554443
	Iteration 16Q: 3 clusters Score -1706088 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1706158.750000 Penalty: 3127.554443
	Iteration 17Q: 3 clusters Score -1706159 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1706203.000000 Penalty: 3127.554443
	Iteration 18Q: 3 clusters Score -1706203 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1706232.250000 Penalty: 3127.554443
	Iteration 19Q: 3 clusters Score -1706232 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1706265.750000 Penalty: 3127.554443
	Iteration 20F: 3 clusters Score -1706266 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1706284.875000 Penalty: 3127.554443
	Iteration 21Q: 3 clusters Score -1706285 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1706298.750000 Penalty: 3127.554443
	Iteration 22Q: 3 clusters Score -1706299 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1706310.625000 Penalty: 3127.554443
	Iteration 23Q: 3 clusters Score -1706311 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1706325.500000 Penalty: 3127.554443
	Iteration 24Q: 3 clusters Score -1706326 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1706340.500000 Penalty: 3127.554443
	Iteration 25Q: 3 clusters Score -1706340 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1706356.625000 Penalty: 3127.554443
	Iteration 26Q: 3 clusters Score -1706357 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1706381.000000 Penalty: 3127.554443
	Iteration 27Q: 3 clusters Score -1706381 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1706393.125000 Penalty: 3127.554443
	Iteration 28Q: 3 clusters Score -1706393 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1706399.500000 Penalty: 3127.554443
	Iteration 29Q: 3 clusters Score -1706400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1706411.250000 Penalty: 3127.554443
	Iteration 30Q: 3 clusters Score -1706411 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1706424.875000 Penalty: 3127.554443
	Iteration 31Q: 3 clusters Score -1706425 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1706446.250000 Penalty: 3127.554443
	Iteration 32Q: 3 clusters Score -1706446 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1706479.625000 Penalty: 3127.554443
	Iteration 33Q: 3 clusters Score -1706480 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1706497.625000 Penalty: 3127.554443
	Iteration 34Q: 3 clusters Score -1706498 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1706531.875000 Penalty: 3127.554443
	Iteration 35Q: 3 clusters Score -1706532 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1706547.875000 Penalty: 3127.554443
	Iteration 36Q: 3 clusters Score -1706548 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1706563.875000 Penalty: 3127.554443
	Iteration 37Q: 3 clusters Score -1706564 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1706571.750000 Penalty: 3127.554443
	Iteration 38Q: 3 clusters Score -1706572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1706575.125000 Penalty: 3127.554443
	Iteration 39Q: 3 clusters Score -1706575 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1706594.125000 Penalty: 3127.554443
	Iteration 40F: 3 clusters Score -1706594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1706604.500000 Penalty: 3127.554443
	Iteration 41Q: 3 clusters Score -1706604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1706612.000000 Penalty: 3127.554443
	Iteration 42Q: 3 clusters Score -1706612 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1706618.875000 Penalty: 3127.554443
	Iteration 43Q: 3 clusters Score -1706619 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1706625.125000 Penalty: 3127.554443
	Iteration 44Q: 3 clusters Score -1706625 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1706637.375000 Penalty: 3127.554443
	Iteration 45Q: 3 clusters Score -1706637 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1706642.375000 Penalty: 3127.554443
	Iteration 46Q: 3 clusters Score -1706642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1706646.000000 Penalty: 3127.554443
	Iteration 47Q: 3 clusters Score -1706646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1706650.375000 Penalty: 3127.554443
	Iteration 48Q: 3 clusters Score -1706650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1706650.625000 Penalty: 3127.554443
	Iteration 49Q: 3 clusters Score -1706651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1706650.750000 Penalty: 3127.554443
	Iteration 50Q: 3 clusters Score -1706651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1706650.250000 Penalty: 3127.554443
	Iteration 51Q: 3 clusters Score -1706650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1706649.000000 Penalty: 3127.554443
	Iteration 52Q: 3 clusters Score -1706649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1706652.750000 Penalty: 3127.554443
	Iteration 53Q: 3 clusters Score -1706653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1706650.000000 Penalty: 3127.554443
	Iteration 54Q: 3 clusters Score -1706650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1706656.500000 Penalty: 3127.554443
	Iteration 55Q: 3 clusters Score -1706656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1706652.250000 Penalty: 3127.554443
	Iteration 56Q: 3 clusters Score -1706652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1706656.125000 Penalty: 3127.554443
	Iteration 57Q: 3 clusters Score -1706656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1706655.875000 Penalty: 3127.554443
	Iteration 58Q: 3 clusters Score -1706656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1706656.375000 Penalty: 3127.554443
	Iteration 59Q: 3 clusters Score -1706656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1706658.750000 Penalty: 3127.554443
	Iteration 60F: 3 clusters Score -1706659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1706658.250000 Penalty: 3127.554443
	Iteration 61Q: 3 clusters Score -1706658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1706656.875000 Penalty: 3127.554443
	Iteration 62Q: 3 clusters Score -1706657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1706663.125000 Penalty: 3127.554443
	Iteration 63Q: 3 clusters Score -1706663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1706661.375000 Penalty: 3127.554443
	Iteration 64Q: 3 clusters Score -1706661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1706664.000000 Penalty: 3127.554443
	Iteration 65Q: 3 clusters Score -1706664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1706666.875000 Penalty: 3127.554443
	Iteration 66Q: 3 clusters Score -1706667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1706666.000000 Penalty: 3127.554443
	Iteration 67Q: 3 clusters Score -1706666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1706663.125000 Penalty: 3127.554443
	Iteration 68Q: 3 clusters Score -1706663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1706664.625000 Penalty: 3127.554443
	Iteration 69Q: 3 clusters Score -1706665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1706663.250000 Penalty: 3127.554443
	Iteration 70Q: 3 clusters Score -1706663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1706664.500000 Penalty: 3127.554443
	Iteration 71Q: 3 clusters Score -1706664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1706663.750000 Penalty: 3127.554443
	Iteration 72Q: 3 clusters Score -1706664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1706664.750000 Penalty: 3127.554443
	Iteration 73Q: 3 clusters Score -1706665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1706664.625000 Penalty: 3127.554443
	Iteration 74Q: 3 clusters Score -1706665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1706664.250000 Penalty: 3127.554443
	Iteration 75Q: 3 clusters Score -1706664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1706665.625000 Penalty: 3127.554443
	Iteration 76Q: 3 clusters Score -1706666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1706667.750000 Penalty: 3127.554443
	Iteration 77Q: 3 clusters Score -1706668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1706668.875000 Penalty: 3127.554443
	Iteration 78Q: 3 clusters Score -1706669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1706668.875000 Penalty: 3127.554443
	Iteration 79Q: 3 clusters Score -1706669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1706669.125000 Penalty: 3127.554443
	Iteration 80F: 3 clusters Score -1706669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1706672.125000 Penalty: 3127.554443
	Iteration 81Q: 3 clusters Score -1706672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1706676.625000 Penalty: 3127.554443
	Iteration 82Q: 3 clusters Score -1706677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1706671.875000 Penalty: 3127.554443
	Iteration 83Q: 3 clusters Score -1706672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1706673.625000 Penalty: 3127.554443
	Iteration 84Q: 3 clusters Score -1706674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1706673.625000 Penalty: 3127.554443
	Iteration 85F: 3 clusters Score -1706674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -24660.044922 Penalty: 898.532227
	Iteration 0F: 2 clusters Score -24660.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24038.373047 Penalty: 1797.064453
	Iteration 0F: 3 clusters Score -24038.37 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24218.585938 Penalty: 1797.064453
	Iteration 1F: 3 clusters Score -24218.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24394.111328 Penalty: 1797.064453
	Iteration 2F: 3 clusters Score -24394.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -24507.339844 Penalty: 1797.064453
	Iteration 3F: 3 clusters Score -24507.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24669.658203 Penalty: 1797.064453
	Iteration 4F: 3 clusters Score -24669.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24780.218750 Penalty: 1797.064453
	Iteration 5F: 3 clusters Score -24780.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24912.923828 Penalty: 1797.064453
	Iteration 6F: 3 clusters Score -24912.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24985.589844 Penalty: 1797.064453
	Iteration 7Q: 3 clusters Score -24985.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25032.890625 Penalty: 1797.064453
	Iteration 8Q: 3 clusters Score -25032.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25035.232422 Penalty: 1797.064453
	Iteration 9Q: 3 clusters Score -25035.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25037.384766 Penalty: 1797.064453
	Iteration 10Q: 3 clusters Score -25037.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25041.902344 Penalty: 1797.064453
	Iteration 11Q: 3 clusters Score -25041.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25048.986328 Penalty: 1797.064453
	Iteration 12Q: 3 clusters Score -25048.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25050.685547 Penalty: 1797.064453
	Iteration 13Q: 3 clusters Score -25050.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25050.685547 Penalty: 1797.064453
	Iteration 14F: 3 clusters Score -25050.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 124 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 4706 members 
Mstep: Class 16 contains 56637 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 50331 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 37136 members 
Mstep: Class 21 contains 77385 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Mstep: Class 41 contains 5854 members 
Mstep: Class 42 contains 3990 members 
Mstep: Class 43 contains 128 members 
Entering Unmasked Estep 
Score: -85540864.000000 Penalty: 92982.156250
Splitting cluster 13 changes total score from -85494856.000000 to -85540864.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 14 (3888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Entering Unmasked Estep 
Score: -476125.375000 Penalty: 1343.168091
	Iteration 0F: 2 clusters Score -476125.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -472919.062500 Penalty: 2686.336182
	Iteration 0F: 3 clusters Score -472919.1 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -474093.968750 Penalty: 2686.336182
	Iteration 1F: 3 clusters Score -474094 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -474507.343750 Penalty: 2686.336182
	Iteration 2F: 3 clusters Score -474507.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -474818.125000 Penalty: 2686.336182
	Iteration 3F: 3 clusters Score -474818.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -475143.031250 Penalty: 2686.336182
	Iteration 4F: 3 clusters Score -475143 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -475421.468750 Penalty: 2686.336182
	Iteration 5F: 3 clusters Score -475421.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -475685.187500 Penalty: 2686.336182
	Iteration 6F: 3 clusters Score -475685.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -476004.875000 Penalty: 2686.336182
	Iteration 7F: 3 clusters Score -476004.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -476437.187500 Penalty: 2686.336182
	Iteration 8F: 3 clusters Score -476437.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -476818.031250 Penalty: 2686.336182
	Iteration 9F: 3 clusters Score -476818 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -477030.437500 Penalty: 2686.336182
	Iteration 10Q: 3 clusters Score -477030.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -477170.031250 Penalty: 2686.336182
	Iteration 11Q: 3 clusters Score -477170 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -477268.312500 Penalty: 2686.336182
	Iteration 12Q: 3 clusters Score -477268.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -477353.093750 Penalty: 2686.336182
	Iteration 13Q: 3 clusters Score -477353.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -477437.281250 Penalty: 2686.336182
	Iteration 14Q: 3 clusters Score -477437.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -477510.593750 Penalty: 2686.336182
	Iteration 15Q: 3 clusters Score -477510.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -477576.875000 Penalty: 2686.336182
	Iteration 16Q: 3 clusters Score -477576.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -477621.062500 Penalty: 2686.336182
	Iteration 17Q: 3 clusters Score -477621.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -477659.562500 Penalty: 2686.336182
	Iteration 18Q: 3 clusters Score -477659.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -477695.000000 Penalty: 2686.336182
	Iteration 19Q: 3 clusters Score -477695 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -477729.593750 Penalty: 2686.336182
	Iteration 20F: 3 clusters Score -477729.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -477761.218750 Penalty: 2686.336182
	Iteration 21Q: 3 clusters Score -477761.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -477787.562500 Penalty: 2686.336182
	Iteration 22Q: 3 clusters Score -477787.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -477804.406250 Penalty: 2686.336182
	Iteration 23Q: 3 clusters Score -477804.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -477815.406250 Penalty: 2686.336182
	Iteration 24Q: 3 clusters Score -477815.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -477822.656250 Penalty: 2686.336182
	Iteration 25Q: 3 clusters Score -477822.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -477831.000000 Penalty: 2686.336182
	Iteration 26Q: 3 clusters Score -477831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -477842.593750 Penalty: 2686.336182
	Iteration 27Q: 3 clusters Score -477842.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -477853.343750 Penalty: 2686.336182
	Iteration 28Q: 3 clusters Score -477853.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -477864.062500 Penalty: 2686.336182
	Iteration 29Q: 3 clusters Score -477864.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -477868.468750 Penalty: 2686.336182
	Iteration 30Q: 3 clusters Score -477868.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -477871.375000 Penalty: 2686.336182
	Iteration 31Q: 3 clusters Score -477871.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -477872.468750 Penalty: 2686.336182
	Iteration 32Q: 3 clusters Score -477872.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -477873.531250 Penalty: 2686.336182
	Iteration 33Q: 3 clusters Score -477873.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -477874.500000 Penalty: 2686.336182
	Iteration 34Q: 3 clusters Score -477874.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -477875.812500 Penalty: 2686.336182
	Iteration 35Q: 3 clusters Score -477875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -477876.562500 Penalty: 2686.336182
	Iteration 36Q: 3 clusters Score -477876.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -477877.843750 Penalty: 2686.336182
	Iteration 37Q: 3 clusters Score -477877.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -477878.625000 Penalty: 2686.336182
	Iteration 38Q: 3 clusters Score -477878.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -477878.937500 Penalty: 2686.336182
	Iteration 39Q: 3 clusters Score -477878.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -477879.000000 Penalty: 2686.336182
	Iteration 40F: 3 clusters Score -477879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 124 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 4706 members 
Mstep: Class 16 contains 56637 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 50331 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 37136 members 
Mstep: Class 21 contains 77385 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Mstep: Class 41 contains 5854 members 
Mstep: Class 42 contains 3990 members 
Mstep: Class 43 contains 128 members 
Mstep: Class 44 contains 2470 members 
Entering Unmasked Estep 
Score: -85541872.000000 Penalty: 95144.531250
Splitting cluster 14 changes total score from -85494856.000000 to -85541872.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 15 (4706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Entering Unmasked Estep 
Score: -614712.812500 Penalty: 1374.196411
	Iteration 0F: 2 clusters Score -614712.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -610976.000000 Penalty: 2748.392822
	Iteration 0F: 3 clusters Score -610976 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -612730.500000 Penalty: 2748.392822
	Iteration 1F: 3 clusters Score -612730.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -613400.500000 Penalty: 2748.392822
	Iteration 2F: 3 clusters Score -613400.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -613840.500000 Penalty: 2748.392822
	Iteration 3F: 3 clusters Score -613840.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -614175.937500 Penalty: 2748.392822
	Iteration 4F: 3 clusters Score -614175.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -614659.875000 Penalty: 2748.392822
	Iteration 5Q: 3 clusters Score -614659.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -615106.687500 Penalty: 2748.392822
	Iteration 6F: 3 clusters Score -615106.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -615543.250000 Penalty: 2748.392822
	Iteration 7F: 3 clusters Score -615543.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -616027.187500 Penalty: 2748.392822
	Iteration 8F: 3 clusters Score -616027.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -616422.937500 Penalty: 2748.392822
	Iteration 9F: 3 clusters Score -616422.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -616613.375000 Penalty: 2748.392822
	Iteration 10Q: 3 clusters Score -616613.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -616682.375000 Penalty: 2748.392822
	Iteration 11Q: 3 clusters Score -616682.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -616709.000000 Penalty: 2748.392822
	Iteration 12Q: 3 clusters Score -616709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -616735.375000 Penalty: 2748.392822
	Iteration 13Q: 3 clusters Score -616735.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -616754.875000 Penalty: 2748.392822
	Iteration 14Q: 3 clusters Score -616754.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -616764.937500 Penalty: 2748.392822
	Iteration 15Q: 3 clusters Score -616764.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -616772.000000 Penalty: 2748.392822
	Iteration 16Q: 3 clusters Score -616772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -616777.187500 Penalty: 2748.392822
	Iteration 17Q: 3 clusters Score -616777.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -616779.625000 Penalty: 2748.392822
	Iteration 18Q: 3 clusters Score -616779.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -616782.187500 Penalty: 2748.392822
	Iteration 19Q: 3 clusters Score -616782.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -616784.125000 Penalty: 2748.392822
	Iteration 20F: 3 clusters Score -616784.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -616784.437500 Penalty: 2748.392822
	Iteration 21Q: 3 clusters Score -616784.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -616785.625000 Penalty: 2748.392822
	Iteration 22Q: 3 clusters Score -616785.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -616785.625000 Penalty: 2748.392822
	Iteration 23F: 3 clusters Score -616785.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 124 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 56637 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 50331 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 37136 members 
Mstep: Class 21 contains 77385 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Mstep: Class 41 contains 5854 members 
Mstep: Class 42 contains 3990 members 
Mstep: Class 43 contains 128 members 
Mstep: Class 44 contains 2470 members 
Mstep: Class 45 contains 3116 members 
Entering Unmasked Estep 
Score: -85542992.000000 Penalty: 97306.906250
Splitting cluster 15 changes total score from -85494856.000000 to -85542992.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 16 (56637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Entering Unmasked Estep 
Score: -8499209.000000 Penalty: 1778.467896
	Iteration 0F: 2 clusters Score -8499209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -8502838.000000 Penalty: 3556.935791
	Iteration 0F: 3 clusters Score -8502838 nChanged 26853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -8518382.000000 Penalty: 3556.935791
	Iteration 1F: 3 clusters Score -8518382 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -8519185.000000 Penalty: 3556.935791
	Iteration 2F: 3 clusters Score -8519185 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -8519427.000000 Penalty: 3556.935791
	Iteration 3F: 3 clusters Score -8519427 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -8519918.000000 Penalty: 3556.935791
	Iteration 4F: 3 clusters Score -8519918 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -8520184.000000 Penalty: 3556.935791
	Iteration 5F: 3 clusters Score -8520184 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -8520224.000000 Penalty: 3556.935791
	Iteration 6F: 3 clusters Score -8520224 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -8520682.000000 Penalty: 3556.935791
	Iteration 7Q: 3 clusters Score -8520682 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -8521458.000000 Penalty: 3556.935791
	Iteration 8Q: 3 clusters Score -8521458 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -8522506.000000 Penalty: 3556.935791
	Iteration 9Q: 3 clusters Score -8522506 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -8523848.000000 Penalty: 3556.935791
	Iteration 10Q: 3 clusters Score -8523848 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -8525428.000000 Penalty: 3556.935791
	Iteration 11Q: 3 clusters Score -8525428 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -8527421.000000 Penalty: 3556.935791
	Iteration 12Q: 3 clusters Score -8527421 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -8529697.000000 Penalty: 3556.935791
	Iteration 13Q: 3 clusters Score -8529697 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -8531859.000000 Penalty: 3556.935791
	Iteration 14Q: 3 clusters Score -8531859 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -8533838.000000 Penalty: 3556.935791
	Iteration 15Q: 3 clusters Score -8533838 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -8535460.000000 Penalty: 3556.935791
	Iteration 16Q: 3 clusters Score -8535460 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -8536909.000000 Penalty: 3556.935791
	Iteration 17Q: 3 clusters Score -8536909 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -8537912.000000 Penalty: 3556.935791
	Iteration 18Q: 3 clusters Score -8537912 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -8538764.000000 Penalty: 3556.935791
	Iteration 19Q: 3 clusters Score -8538764 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -8539556.000000 Penalty: 3556.935791
	Iteration 20F: 3 clusters Score -8539556 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -8540329.000000 Penalty: 3556.935791
	Iteration 21Q: 3 clusters Score -8540329 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -8540818.000000 Penalty: 3556.935791
	Iteration 22Q: 3 clusters Score -8540818 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -8541153.000000 Penalty: 3556.935791
	Iteration 23Q: 3 clusters Score -8541153 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -8541559.000000 Penalty: 3556.935791
	Iteration 24Q: 3 clusters Score -8541559 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -8541971.000000 Penalty: 3556.935791
	Iteration 25Q: 3 clusters Score -8541971 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -8542226.000000 Penalty: 3556.935791
	Iteration 26Q: 3 clusters Score -8542226 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -8542427.000000 Penalty: 3556.935791
	Iteration 27Q: 3 clusters Score -8542427 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -8542637.000000 Penalty: 3556.935791
	Iteration 28Q: 3 clusters Score -8542637 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -8542747.000000 Penalty: 3556.935791
	Iteration 29Q: 3 clusters Score -8542747 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -8542784.000000 Penalty: 3556.935791
	Iteration 30Q: 3 clusters Score -8542784 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -8542829.000000 Penalty: 3556.935791
	Iteration 31Q: 3 clusters Score -8542829 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -8542862.000000 Penalty: 3556.935791
	Iteration 32Q: 3 clusters Score -8542862 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -8542904.000000 Penalty: 3556.935791
	Iteration 33Q: 3 clusters Score -8542904 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -8542949.000000 Penalty: 3556.935791
	Iteration 34Q: 3 clusters Score -8542949 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -8542933.000000 Penalty: 3556.935791
	Iteration 35Q: 3 clusters Score -8542933 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -8542974.000000 Penalty: 3556.935791
	Iteration 36Q: 3 clusters Score -8542974 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -8542975.000000 Penalty: 3556.935791
	Iteration 37Q: 3 clusters Score -8542975 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -8543000.000000 Penalty: 3556.935791
	Iteration 38Q: 3 clusters Score -8543000 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -8543036.000000 Penalty: 3556.935791
	Iteration 39Q: 3 clusters Score -8543036 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -8543033.000000 Penalty: 3556.935791
	Iteration 40F: 3 clusters Score -8543033 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -8543043.000000 Penalty: 3556.935791
	Iteration 41Q: 3 clusters Score -8543043 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -8543040.000000 Penalty: 3556.935791
	Iteration 42Q: 3 clusters Score -8543040 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -8543058.000000 Penalty: 3556.935791
	Iteration 43Q: 3 clusters Score -8543058 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -8543062.000000 Penalty: 3556.935791
	Iteration 44Q: 3 clusters Score -8543062 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -8543035.000000 Penalty: 3556.935791
	Iteration 45Q: 3 clusters Score -8543035 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -8543057.000000 Penalty: 3556.935791
	Iteration 46Q: 3 clusters Score -8543057 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -8543078.000000 Penalty: 3556.935791
	Iteration 47Q: 3 clusters Score -8543078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -8543098.000000 Penalty: 3556.935791
	Iteration 48Q: 3 clusters Score -8543098 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -8543110.000000 Penalty: 3556.935791
	Iteration 49Q: 3 clusters Score -8543110 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -8543110.000000 Penalty: 3556.935791
	Iteration 50Q: 3 clusters Score -8543110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -8543087.000000 Penalty: 3556.935791
	Iteration 51Q: 3 clusters Score -8543087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -8543078.000000 Penalty: 3556.935791
	Iteration 52Q: 3 clusters Score -8543078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -8543071.000000 Penalty: 3556.935791
	Iteration 53Q: 3 clusters Score -8543071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -8543064.000000 Penalty: 3556.935791
	Iteration 54Q: 3 clusters Score -8543064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -8543056.000000 Penalty: 3556.935791
	Iteration 55Q: 3 clusters Score -8543056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -8543041.000000 Penalty: 3556.935791
	Iteration 56Q: 3 clusters Score -8543041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -8543042.000000 Penalty: 3556.935791
	Iteration 57Q: 3 clusters Score -8543042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -8543053.000000 Penalty: 3556.935791
	Iteration 58Q: 3 clusters Score -8543053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -8543055.000000 Penalty: 3556.935791
	Iteration 59Q: 3 clusters Score -8543055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -8543056.000000 Penalty: 3556.935791
	Iteration 60F: 3 clusters Score -8543056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -8543060.000000 Penalty: 3556.935791
	Iteration 61Q: 3 clusters Score -8543060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -8543044.000000 Penalty: 3556.935791
	Iteration 62Q: 3 clusters Score -8543044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -8543025.000000 Penalty: 3556.935791
	Iteration 63Q: 3 clusters Score -8543025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -8543031.000000 Penalty: 3556.935791
	Iteration 64Q: 3 clusters Score -8543031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -8543033.000000 Penalty: 3556.935791
	Iteration 65Q: 3 clusters Score -8543033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -8543032.000000 Penalty: 3556.935791
	Iteration 66Q: 3 clusters Score -8543032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -8543042.000000 Penalty: 3556.935791
	Iteration 67Q: 3 clusters Score -8543042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -8543051.000000 Penalty: 3556.935791
	Iteration 68Q: 3 clusters Score -8543051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -8543047.000000 Penalty: 3556.935791
	Iteration 69Q: 3 clusters Score -8543047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -8543064.000000 Penalty: 3556.935791
	Iteration 70Q: 3 clusters Score -8543064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -8543050.000000 Penalty: 3556.935791
	Iteration 71Q: 3 clusters Score -8543050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -8543066.000000 Penalty: 3556.935791
	Iteration 72Q: 3 clusters Score -8543066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -8543061.000000 Penalty: 3556.935791
	Iteration 73Q: 3 clusters Score -8543061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -8543066.000000 Penalty: 3556.935791
	Iteration 74Q: 3 clusters Score -8543066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -8543066.000000 Penalty: 3556.935791
	Iteration 75Q: 3 clusters Score -8543066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -8543068.000000 Penalty: 3556.935791
	Iteration 76Q: 3 clusters Score -8543068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -8543066.000000 Penalty: 3556.935791
	Iteration 77Q: 3 clusters Score -8543066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -8543072.000000 Penalty: 3556.935791
	Iteration 78Q: 3 clusters Score -8543072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -8543072.000000 Penalty: 3556.935791
	Iteration 79Q: 3 clusters Score -8543072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -8543078.000000 Penalty: 3556.935791
	Iteration 80F: 3 clusters Score -8543078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -8543065.000000 Penalty: 3556.935791
	Iteration 81Q: 3 clusters Score -8543065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -8543051.000000 Penalty: 3556.935791
	Iteration 82Q: 3 clusters Score -8543051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -8543042.000000 Penalty: 3556.935791
	Iteration 83Q: 3 clusters Score -8543042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -8543044.000000 Penalty: 3556.935791
	Iteration 84Q: 3 clusters Score -8543044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -8543049.000000 Penalty: 3556.935791
	Iteration 85Q: 3 clusters Score -8543049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -8543032.000000 Penalty: 3556.935791
	Iteration 86Q: 3 clusters Score -8543032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -8543030.000000 Penalty: 3556.935791
	Iteration 87Q: 3 clusters Score -8543030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -8543032.000000 Penalty: 3556.935791
	Iteration 88Q: 3 clusters Score -8543032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -8543047.000000 Penalty: 3556.935791
	Iteration 89Q: 3 clusters Score -8543047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -8543046.000000 Penalty: 3556.935791
	Iteration 90Q: 3 clusters Score -8543046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -8543047.000000 Penalty: 3556.935791
	Iteration 91Q: 3 clusters Score -8543047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -8543054.000000 Penalty: 3556.935791
	Iteration 92Q: 3 clusters Score -8543054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -8543052.000000 Penalty: 3556.935791
	Iteration 93Q: 3 clusters Score -8543052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -8543051.000000 Penalty: 3556.935791
	Iteration 94Q: 3 clusters Score -8543051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -8543043.000000 Penalty: 3556.935791
	Iteration 95Q: 3 clusters Score -8543043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -8543043.000000 Penalty: 3556.935791
	Iteration 96Q: 3 clusters Score -8543043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -8543049.000000 Penalty: 3556.935791
	Iteration 97Q: 3 clusters Score -8543049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -8543051.000000 Penalty: 3556.935791
	Iteration 98Q: 3 clusters Score -8543051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -8543048.000000 Penalty: 3556.935791
	Iteration 99Q: 3 clusters Score -8543048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -8543048.000000 Penalty: 3556.935791
	Iteration 100F: 3 clusters Score -8543048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 124 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 33026 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 50331 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 37136 members 
Mstep: Class 21 contains 77385 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Mstep: Class 41 contains 5854 members 
Mstep: Class 42 contains 3990 members 
Mstep: Class 43 contains 128 members 
Mstep: Class 44 contains 2470 members 
Mstep: Class 45 contains 3116 members 
Mstep: Class 46 contains 23611 members 
Entering Unmasked Estep 
Score: -85586176.000000 Penalty: 99469.281250
Splitting cluster 16 changes total score from -85494856.000000 to -85586176.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 17 (4631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Entering Unmasked Estep 
Score: -630929.687500 Penalty: 1371.585815
	Iteration 0F: 2 clusters Score -630929.7 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 2283 members 
Entering Unmasked Estep 
Score: -627118.625000 Penalty: 2743.171631
	Iteration 0F: 3 clusters Score -627118.6 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -628480.125000 Penalty: 2743.171631
	Iteration 1F: 3 clusters Score -628480.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -629056.500000 Penalty: 2743.171631
	Iteration 2F: 3 clusters Score -629056.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -629607.312500 Penalty: 2743.171631
	Iteration 3F: 3 clusters Score -629607.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -630113.000000 Penalty: 2743.171631
	Iteration 4F: 3 clusters Score -630113 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -630469.250000 Penalty: 2743.171631
	Iteration 5F: 3 clusters Score -630469.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -630674.312500 Penalty: 2743.171631
	Iteration 6F: 3 clusters Score -630674.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -630781.687500 Penalty: 2743.171631
	Iteration 7Q: 3 clusters Score -630781.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -630839.250000 Penalty: 2743.171631
	Iteration 8Q: 3 clusters Score -630839.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -630899.750000 Penalty: 2743.171631
	Iteration 9Q: 3 clusters Score -630899.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -630950.750000 Penalty: 2743.171631
	Iteration 10Q: 3 clusters Score -630950.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -630987.750000 Penalty: 2743.171631
	Iteration 11Q: 3 clusters Score -630987.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -631022.000000 Penalty: 2743.171631
	Iteration 12Q: 3 clusters Score -631022 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -631053.062500 Penalty: 2743.171631
	Iteration 13Q: 3 clusters Score -631053.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -631080.812500 Penalty: 2743.171631
	Iteration 14Q: 3 clusters Score -631080.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -631096.000000 Penalty: 2743.171631
	Iteration 15Q: 3 clusters Score -631096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -631107.437500 Penalty: 2743.171631
	Iteration 16Q: 3 clusters Score -631107.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -631115.562500 Penalty: 2743.171631
	Iteration 17Q: 3 clusters Score -631115.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -631124.500000 Penalty: 2743.171631
	Iteration 18Q: 3 clusters Score -631124.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -631128.875000 Penalty: 2743.171631
	Iteration 19Q: 3 clusters Score -631128.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -631136.562500 Penalty: 2743.171631
	Iteration 20F: 3 clusters Score -631136.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -631142.062500 Penalty: 2743.171631
	Iteration 21Q: 3 clusters Score -631142.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -631145.312500 Penalty: 2743.171631
	Iteration 22Q: 3 clusters Score -631145.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -631151.000000 Penalty: 2743.171631
	Iteration 23Q: 3 clusters Score -631151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -631154.125000 Penalty: 2743.171631
	Iteration 24Q: 3 clusters Score -631154.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -631155.875000 Penalty: 2743.171631
	Iteration 25Q: 3 clusters Score -631155.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -631158.375000 Penalty: 2743.171631
	Iteration 26Q: 3 clusters Score -631158.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -631161.187500 Penalty: 2743.171631
	Iteration 27Q: 3 clusters Score -631161.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -631163.187500 Penalty: 2743.171631
	Iteration 28Q: 3 clusters Score -631163.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -631163.000000 Penalty: 2743.171631
	Iteration 29Q: 3 clusters Score -631163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -631164.000000 Penalty: 2743.171631
	Iteration 30Q: 3 clusters Score -631164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -631164.125000 Penalty: 2743.171631
	Iteration 31Q: 3 clusters Score -631164.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -631164.875000 Penalty: 2743.171631
	Iteration 32Q: 3 clusters Score -631164.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -631164.875000 Penalty: 2743.171631
	Iteration 33F: 3 clusters Score -631164.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 124 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 33026 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 50331 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 37136 members 
Mstep: Class 21 contains 77385 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Mstep: Class 41 contains 5854 members 
Mstep: Class 42 contains 3990 members 
Mstep: Class 43 contains 128 members 
Mstep: Class 44 contains 2470 members 
Mstep: Class 45 contains 3116 members 
Mstep: Class 46 contains 23611 members 
Mstep: Class 47 contains 1567 members 
Entering Unmasked Estep 
Score: -85585520.000000 Penalty: 101631.664062
Splitting cluster 17 changes total score from -85494856.000000 to -85585520.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 18 (50331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Entering Unmasked Estep 
Score: -7600544.500000 Penalty: 1759.286255
	Iteration 0F: 2 clusters Score -7600544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -7596533.500000 Penalty: 3518.572510
	Iteration 0F: 3 clusters Score -7596534 nChanged 23487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -7610469.500000 Penalty: 3518.572510
	Iteration 1F: 3 clusters Score -7610470 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -7611726.000000 Penalty: 3518.572510
	Iteration 2F: 3 clusters Score -7611726 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -7613059.500000 Penalty: 3518.572510
	Iteration 3F: 3 clusters Score -7613060 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -7614726.000000 Penalty: 3518.572510
	Iteration 4F: 3 clusters Score -7614726 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -7616084.000000 Penalty: 3518.572510
	Iteration 5F: 3 clusters Score -7616084 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -7617189.500000 Penalty: 3518.572510
	Iteration 6Q: 3 clusters Score -7617190 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -7618041.500000 Penalty: 3518.572510
	Iteration 7Q: 3 clusters Score -7618042 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -7618710.500000 Penalty: 3518.572510
	Iteration 8Q: 3 clusters Score -7618710 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -7619151.000000 Penalty: 3518.572510
	Iteration 9Q: 3 clusters Score -7619151 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -7619550.000000 Penalty: 3518.572510
	Iteration 10Q: 3 clusters Score -7619550 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -7619806.500000 Penalty: 3518.572510
	Iteration 11Q: 3 clusters Score -7619806 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -7620046.000000 Penalty: 3518.572510
	Iteration 12Q: 3 clusters Score -7620046 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -7620246.000000 Penalty: 3518.572510
	Iteration 13Q: 3 clusters Score -7620246 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -7620457.500000 Penalty: 3518.572510
	Iteration 14Q: 3 clusters Score -7620458 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -7620739.000000 Penalty: 3518.572510
	Iteration 15Q: 3 clusters Score -7620739 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -7621041.000000 Penalty: 3518.572510
	Iteration 16Q: 3 clusters Score -7621041 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -7621202.000000 Penalty: 3518.572510
	Iteration 17Q: 3 clusters Score -7621202 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -7621326.500000 Penalty: 3518.572510
	Iteration 18Q: 3 clusters Score -7621326 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -7621419.500000 Penalty: 3518.572510
	Iteration 19Q: 3 clusters Score -7621420 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -7621454.500000 Penalty: 3518.572510
	Iteration 20F: 3 clusters Score -7621454 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -7621496.500000 Penalty: 3518.572510
	Iteration 21Q: 3 clusters Score -7621496 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -7621584.500000 Penalty: 3518.572510
	Iteration 22Q: 3 clusters Score -7621584 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -7621638.000000 Penalty: 3518.572510
	Iteration 23Q: 3 clusters Score -7621638 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -7621689.500000 Penalty: 3518.572510
	Iteration 24Q: 3 clusters Score -7621690 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -7621715.500000 Penalty: 3518.572510
	Iteration 25Q: 3 clusters Score -7621716 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -7621720.000000 Penalty: 3518.572510
	Iteration 26Q: 3 clusters Score -7621720 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -7621774.000000 Penalty: 3518.572510
	Iteration 27Q: 3 clusters Score -7621774 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -7621800.000000 Penalty: 3518.572510
	Iteration 28Q: 3 clusters Score -7621800 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -7621803.000000 Penalty: 3518.572510
	Iteration 29Q: 3 clusters Score -7621803 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -7621814.500000 Penalty: 3518.572510
	Iteration 30Q: 3 clusters Score -7621814 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -7621861.000000 Penalty: 3518.572510
	Iteration 31Q: 3 clusters Score -7621861 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -7621875.000000 Penalty: 3518.572510
	Iteration 32Q: 3 clusters Score -7621875 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -7621916.000000 Penalty: 3518.572510
	Iteration 33Q: 3 clusters Score -7621916 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -7621915.500000 Penalty: 3518.572510
	Iteration 34Q: 3 clusters Score -7621916 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -7621902.500000 Penalty: 3518.572510
	Iteration 35Q: 3 clusters Score -7621902 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -7621918.000000 Penalty: 3518.572510
	Iteration 36Q: 3 clusters Score -7621918 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -7621923.000000 Penalty: 3518.572510
	Iteration 37Q: 3 clusters Score -7621923 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -7621929.000000 Penalty: 3518.572510
	Iteration 38Q: 3 clusters Score -7621929 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -7621961.000000 Penalty: 3518.572510
	Iteration 39Q: 3 clusters Score -7621961 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -7621976.000000 Penalty: 3518.572510
	Iteration 40F: 3 clusters Score -7621976 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -7621980.000000 Penalty: 3518.572510
	Iteration 41Q: 3 clusters Score -7621980 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -7622001.500000 Penalty: 3518.572510
	Iteration 42Q: 3 clusters Score -7622002 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -7622014.000000 Penalty: 3518.572510
	Iteration 43Q: 3 clusters Score -7622014 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -7622025.500000 Penalty: 3518.572510
	Iteration 44Q: 3 clusters Score -7622026 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -7622012.500000 Penalty: 3518.572510
	Iteration 45Q: 3 clusters Score -7622012 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -7622023.000000 Penalty: 3518.572510
	Iteration 46Q: 3 clusters Score -7622023 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -7622009.500000 Penalty: 3518.572510
	Iteration 47Q: 3 clusters Score -7622010 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -7622025.500000 Penalty: 3518.572510
	Iteration 48Q: 3 clusters Score -7622026 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -7622031.000000 Penalty: 3518.572510
	Iteration 49Q: 3 clusters Score -7622031 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -7622039.000000 Penalty: 3518.572510
	Iteration 50Q: 3 clusters Score -7622039 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -7622056.500000 Penalty: 3518.572510
	Iteration 51Q: 3 clusters Score -7622056 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -7622054.500000 Penalty: 3518.572510
	Iteration 52Q: 3 clusters Score -7622054 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -7622044.500000 Penalty: 3518.572510
	Iteration 53Q: 3 clusters Score -7622044 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -7622084.500000 Penalty: 3518.572510
	Iteration 54Q: 3 clusters Score -7622084 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -7622088.000000 Penalty: 3518.572510
	Iteration 55Q: 3 clusters Score -7622088 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -7622094.000000 Penalty: 3518.572510
	Iteration 56Q: 3 clusters Score -7622094 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -7622098.500000 Penalty: 3518.572510
	Iteration 57Q: 3 clusters Score -7622098 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -7622096.500000 Penalty: 3518.572510
	Iteration 58Q: 3 clusters Score -7622096 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -7622098.000000 Penalty: 3518.572510
	Iteration 59Q: 3 clusters Score -7622098 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -7622113.500000 Penalty: 3518.572510
	Iteration 60F: 3 clusters Score -7622114 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -7622137.500000 Penalty: 3518.572510
	Iteration 61Q: 3 clusters Score -7622138 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -7622147.500000 Penalty: 3518.572510
	Iteration 62Q: 3 clusters Score -7622148 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -7622148.500000 Penalty: 3518.572510
	Iteration 63Q: 3 clusters Score -7622148 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -7622150.500000 Penalty: 3518.572510
	Iteration 64Q: 3 clusters Score -7622150 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -7622156.500000 Penalty: 3518.572510
	Iteration 65Q: 3 clusters Score -7622156 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -7622156.500000 Penalty: 3518.572510
	Iteration 66Q: 3 clusters Score -7622156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -7622168.000000 Penalty: 3518.572510
	Iteration 67Q: 3 clusters Score -7622168 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -7622174.000000 Penalty: 3518.572510
	Iteration 68Q: 3 clusters Score -7622174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -7622181.000000 Penalty: 3518.572510
	Iteration 69Q: 3 clusters Score -7622181 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -7622192.500000 Penalty: 3518.572510
	Iteration 70Q: 3 clusters Score -7622192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -7622199.500000 Penalty: 3518.572510
	Iteration 71Q: 3 clusters Score -7622200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -7622207.500000 Penalty: 3518.572510
	Iteration 72Q: 3 clusters Score -7622208 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -7622225.000000 Penalty: 3518.572510
	Iteration 73Q: 3 clusters Score -7622225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -7622232.500000 Penalty: 3518.572510
	Iteration 74Q: 3 clusters Score -7622232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -7622219.500000 Penalty: 3518.572510
	Iteration 75Q: 3 clusters Score -7622220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -7622221.000000 Penalty: 3518.572510
	Iteration 76Q: 3 clusters Score -7622221 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -7622212.500000 Penalty: 3518.572510
	Iteration 77Q: 3 clusters Score -7622212 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -7622213.500000 Penalty: 3518.572510
	Iteration 78Q: 3 clusters Score -7622214 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -7622210.000000 Penalty: 3518.572510
	Iteration 79Q: 3 clusters Score -7622210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -7622213.500000 Penalty: 3518.572510
	Iteration 80F: 3 clusters Score -7622214 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -7622218.000000 Penalty: 3518.572510
	Iteration 81Q: 3 clusters Score -7622218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -7622225.000000 Penalty: 3518.572510
	Iteration 82Q: 3 clusters Score -7622225 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -7622223.000000 Penalty: 3518.572510
	Iteration 83Q: 3 clusters Score -7622223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -7622226.500000 Penalty: 3518.572510
	Iteration 84Q: 3 clusters Score -7622226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -7622240.500000 Penalty: 3518.572510
	Iteration 85Q: 3 clusters Score -7622240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -7622260.500000 Penalty: 3518.572510
	Iteration 86Q: 3 clusters Score -7622260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -7622246.500000 Penalty: 3518.572510
	Iteration 87Q: 3 clusters Score -7622246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -7622239.500000 Penalty: 3518.572510
	Iteration 88Q: 3 clusters Score -7622240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -7622241.500000 Penalty: 3518.572510
	Iteration 89Q: 3 clusters Score -7622242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -7622235.500000 Penalty: 3518.572510
	Iteration 90Q: 3 clusters Score -7622236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -7622240.000000 Penalty: 3518.572510
	Iteration 91Q: 3 clusters Score -7622240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -7622224.500000 Penalty: 3518.572510
	Iteration 92Q: 3 clusters Score -7622224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -7622233.000000 Penalty: 3518.572510
	Iteration 93Q: 3 clusters Score -7622233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -7622241.000000 Penalty: 3518.572510
	Iteration 94Q: 3 clusters Score -7622241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -7622249.500000 Penalty: 3518.572510
	Iteration 95Q: 3 clusters Score -7622250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -7622222.500000 Penalty: 3518.572510
	Iteration 96Q: 3 clusters Score -7622222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -7622219.500000 Penalty: 3518.572510
	Iteration 97Q: 3 clusters Score -7622220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -7622201.000000 Penalty: 3518.572510
	Iteration 98Q: 3 clusters Score -7622201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -7622209.000000 Penalty: 3518.572510
	Iteration 99Q: 3 clusters Score -7622209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -7622209.000000 Penalty: 3518.572510
	Iteration 100F: 3 clusters Score -7622209 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -7622224.000000 Penalty: 3518.572510
	Iteration 101Q: 3 clusters Score -7622224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -7622233.000000 Penalty: 3518.572510
	Iteration 102Q: 3 clusters Score -7622233 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -7622231.000000 Penalty: 3518.572510
	Iteration 103Q: 3 clusters Score -7622231 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -7622239.000000 Penalty: 3518.572510
	Iteration 104Q: 3 clusters Score -7622239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -7622251.000000 Penalty: 3518.572510
	Iteration 105Q: 3 clusters Score -7622251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -7622254.500000 Penalty: 3518.572510
	Iteration 106Q: 3 clusters Score -7622254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -7622264.500000 Penalty: 3518.572510
	Iteration 107Q: 3 clusters Score -7622264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -7622249.000000 Penalty: 3518.572510
	Iteration 108Q: 3 clusters Score -7622249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -7622240.500000 Penalty: 3518.572510
	Iteration 109Q: 3 clusters Score -7622240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -7622238.500000 Penalty: 3518.572510
	Iteration 110Q: 3 clusters Score -7622238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -7622265.500000 Penalty: 3518.572510
	Iteration 111Q: 3 clusters Score -7622266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -7622269.000000 Penalty: 3518.572510
	Iteration 112Q: 3 clusters Score -7622269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -7622303.500000 Penalty: 3518.572510
	Iteration 113Q: 3 clusters Score -7622304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -7622293.500000 Penalty: 3518.572510
	Iteration 114Q: 3 clusters Score -7622294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -7622303.500000 Penalty: 3518.572510
	Iteration 115Q: 3 clusters Score -7622304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -7622298.500000 Penalty: 3518.572510
	Iteration 116Q: 3 clusters Score -7622298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -7622308.000000 Penalty: 3518.572510
	Iteration 117Q: 3 clusters Score -7622308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -7622323.000000 Penalty: 3518.572510
	Iteration 118Q: 3 clusters Score -7622323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -7622323.500000 Penalty: 3518.572510
	Iteration 119Q: 3 clusters Score -7622324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -7622320.500000 Penalty: 3518.572510
	Iteration 120F: 3 clusters Score -7622320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -7622321.000000 Penalty: 3518.572510
	Iteration 121Q: 3 clusters Score -7622321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -7622328.500000 Penalty: 3518.572510
	Iteration 122Q: 3 clusters Score -7622328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -7622333.500000 Penalty: 3518.572510
	Iteration 123Q: 3 clusters Score -7622334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -7622330.000000 Penalty: 3518.572510
	Iteration 124Q: 3 clusters Score -7622330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -7622324.500000 Penalty: 3518.572510
	Iteration 125Q: 3 clusters Score -7622324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -7622322.500000 Penalty: 3518.572510
	Iteration 126Q: 3 clusters Score -7622322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -7622322.000000 Penalty: 3518.572510
	Iteration 127Q: 3 clusters Score -7622322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -7622330.500000 Penalty: 3518.572510
	Iteration 128Q: 3 clusters Score -7622330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -7622328.000000 Penalty: 3518.572510
	Iteration 129Q: 3 clusters Score -7622328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -7622317.000000 Penalty: 3518.572510
	Iteration 130Q: 3 clusters Score -7622317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -7622323.500000 Penalty: 3518.572510
	Iteration 131Q: 3 clusters Score -7622324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -7622324.500000 Penalty: 3518.572510
	Iteration 132Q: 3 clusters Score -7622324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -7622324.500000 Penalty: 3518.572510
	Iteration 133F: 3 clusters Score -7622324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 124 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 33026 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 37136 members 
Mstep: Class 21 contains 77385 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Mstep: Class 41 contains 5854 members 
Mstep: Class 42 contains 3990 members 
Mstep: Class 43 contains 128 members 
Mstep: Class 44 contains 2470 members 
Mstep: Class 45 contains 3116 members 
Mstep: Class 46 contains 23611 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 23788 members 
Entering Unmasked Estep 
Score: -85605968.000000 Penalty: 103794.039062
Splitting cluster 18 changes total score from -85494856.000000 to -85605968.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 19 (16849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Entering Unmasked Estep 
Score: -2434700.500000 Penalty: 1581.457520
	Iteration 0F: 2 clusters Score -2434700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2423271.000000 Penalty: 3162.915039
	Iteration 0F: 3 clusters Score -2423271 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2428033.000000 Penalty: 3162.915039
	Iteration 1F: 3 clusters Score -2428033 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2429161.750000 Penalty: 3162.915039
	Iteration 2F: 3 clusters Score -2429162 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2430234.000000 Penalty: 3162.915039
	Iteration 3F: 3 clusters Score -2430234 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2431099.500000 Penalty: 3162.915039
	Iteration 4F: 3 clusters Score -2431100 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2431827.000000 Penalty: 3162.915039
	Iteration 5F: 3 clusters Score -2431827 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2432454.250000 Penalty: 3162.915039
	Iteration 6F: 3 clusters Score -2432454 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2432967.250000 Penalty: 3162.915039
	Iteration 7Q: 3 clusters Score -2432967 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2433457.750000 Penalty: 3162.915039
	Iteration 8Q: 3 clusters Score -2433458 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2433891.250000 Penalty: 3162.915039
	Iteration 9Q: 3 clusters Score -2433891 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2434304.500000 Penalty: 3162.915039
	Iteration 10Q: 3 clusters Score -2434304 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2434659.500000 Penalty: 3162.915039
	Iteration 11Q: 3 clusters Score -2434660 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2434989.250000 Penalty: 3162.915039
	Iteration 12Q: 3 clusters Score -2434989 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2435276.500000 Penalty: 3162.915039
	Iteration 13Q: 3 clusters Score -2435276 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2435523.250000 Penalty: 3162.915039
	Iteration 14Q: 3 clusters Score -2435523 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2435696.250000 Penalty: 3162.915039
	Iteration 15Q: 3 clusters Score -2435696 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2435829.750000 Penalty: 3162.915039
	Iteration 16Q: 3 clusters Score -2435830 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2435927.500000 Penalty: 3162.915039
	Iteration 17Q: 3 clusters Score -2435928 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2435981.250000 Penalty: 3162.915039
	Iteration 18Q: 3 clusters Score -2435981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2436017.750000 Penalty: 3162.915039
	Iteration 19Q: 3 clusters Score -2436018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2436057.000000 Penalty: 3162.915039
	Iteration 20F: 3 clusters Score -2436057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2436093.250000 Penalty: 3162.915039
	Iteration 21Q: 3 clusters Score -2436093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2436113.750000 Penalty: 3162.915039
	Iteration 22Q: 3 clusters Score -2436114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2436125.500000 Penalty: 3162.915039
	Iteration 23Q: 3 clusters Score -2436126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2436150.000000 Penalty: 3162.915039
	Iteration 24Q: 3 clusters Score -2436150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2436174.250000 Penalty: 3162.915039
	Iteration 25Q: 3 clusters Score -2436174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2436187.250000 Penalty: 3162.915039
	Iteration 26Q: 3 clusters Score -2436187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2436184.750000 Penalty: 3162.915039
	Iteration 27Q: 3 clusters Score -2436185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2436191.750000 Penalty: 3162.915039
	Iteration 28Q: 3 clusters Score -2436192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2436192.250000 Penalty: 3162.915039
	Iteration 29Q: 3 clusters Score -2436192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2436194.250000 Penalty: 3162.915039
	Iteration 30Q: 3 clusters Score -2436194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2436194.250000 Penalty: 3162.915039
	Iteration 31F: 3 clusters Score -2436194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 124 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 33026 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 37136 members 
Mstep: Class 21 contains 77385 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Mstep: Class 41 contains 5854 members 
Mstep: Class 42 contains 3990 members 
Mstep: Class 43 contains 128 members 
Mstep: Class 44 contains 2470 members 
Mstep: Class 45 contains 3116 members 
Mstep: Class 46 contains 23611 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 23788 members 
Mstep: Class 49 contains 16036 members 
Entering Unmasked Estep 
Score: -85606832.000000 Penalty: 105956.414062
Splitting cluster 19 changes total score from -85494856.000000 to -85606832.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 20 (37136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Entering Unmasked Estep 
Score: -5576035.000000 Penalty: 1709.880493
	Iteration 0F: 2 clusters Score -5576035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -5561136.000000 Penalty: 3419.760986
	Iteration 0F: 3 clusters Score -5561136 nChanged 17238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -5570568.500000 Penalty: 3419.760986
	Iteration 1F: 3 clusters Score -5570568 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -5571166.000000 Penalty: 3419.760986
	Iteration 2F: 3 clusters Score -5571166 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -5571881.500000 Penalty: 3419.760986
	Iteration 3F: 3 clusters Score -5571882 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -5572647.500000 Penalty: 3419.760986
	Iteration 4F: 3 clusters Score -5572648 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -5573662.500000 Penalty: 3419.760986
	Iteration 5F: 3 clusters Score -5573662 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -5574850.500000 Penalty: 3419.760986
	Iteration 6F: 3 clusters Score -5574850 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -5576250.000000 Penalty: 3419.760986
	Iteration 7F: 3 clusters Score -5576250 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -5577748.000000 Penalty: 3419.760986
	Iteration 8F: 3 clusters Score -5577748 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -5579106.000000 Penalty: 3419.760986
	Iteration 9F: 3 clusters Score -5579106 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -5580181.500000 Penalty: 3419.760986
	Iteration 10F: 3 clusters Score -5580182 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -5581052.000000 Penalty: 3419.760986
	Iteration 11Q: 3 clusters Score -5581052 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -5581779.000000 Penalty: 3419.760986
	Iteration 12Q: 3 clusters Score -5581779 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -5582485.500000 Penalty: 3419.760986
	Iteration 13Q: 3 clusters Score -5582486 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -5583148.000000 Penalty: 3419.760986
	Iteration 14Q: 3 clusters Score -5583148 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -5583701.000000 Penalty: 3419.760986
	Iteration 15Q: 3 clusters Score -5583701 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -5584168.000000 Penalty: 3419.760986
	Iteration 16Q: 3 clusters Score -5584168 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -5584504.500000 Penalty: 3419.760986
	Iteration 17Q: 3 clusters Score -5584504 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -5584697.000000 Penalty: 3419.760986
	Iteration 18Q: 3 clusters Score -5584697 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -5584835.000000 Penalty: 3419.760986
	Iteration 19Q: 3 clusters Score -5584835 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -5584914.500000 Penalty: 3419.760986
	Iteration 20F: 3 clusters Score -5584914 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -5584997.000000 Penalty: 3419.760986
	Iteration 21Q: 3 clusters Score -5584997 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -5585060.500000 Penalty: 3419.760986
	Iteration 22Q: 3 clusters Score -5585060 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -5585103.500000 Penalty: 3419.760986
	Iteration 23Q: 3 clusters Score -5585104 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -5585151.000000 Penalty: 3419.760986
	Iteration 24Q: 3 clusters Score -5585151 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -5585191.000000 Penalty: 3419.760986
	Iteration 25Q: 3 clusters Score -5585191 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -5585206.000000 Penalty: 3419.760986
	Iteration 26Q: 3 clusters Score -5585206 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -5585226.000000 Penalty: 3419.760986
	Iteration 27Q: 3 clusters Score -5585226 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -5585249.000000 Penalty: 3419.760986
	Iteration 28Q: 3 clusters Score -5585249 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -5585252.500000 Penalty: 3419.760986
	Iteration 29Q: 3 clusters Score -5585252 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -5585261.500000 Penalty: 3419.760986
	Iteration 30Q: 3 clusters Score -5585262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -5585265.000000 Penalty: 3419.760986
	Iteration 31Q: 3 clusters Score -5585265 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -5585283.500000 Penalty: 3419.760986
	Iteration 32Q: 3 clusters Score -5585284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -5585287.000000 Penalty: 3419.760986
	Iteration 33Q: 3 clusters Score -5585287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -5585287.000000 Penalty: 3419.760986
	Iteration 34Q: 3 clusters Score -5585287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -5585296.000000 Penalty: 3419.760986
	Iteration 35Q: 3 clusters Score -5585296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -5585304.500000 Penalty: 3419.760986
	Iteration 36Q: 3 clusters Score -5585304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -5585306.500000 Penalty: 3419.760986
	Iteration 37Q: 3 clusters Score -5585306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -5585300.500000 Penalty: 3419.760986
	Iteration 38Q: 3 clusters Score -5585300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -5585309.500000 Penalty: 3419.760986
	Iteration 39Q: 3 clusters Score -5585310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -5585313.000000 Penalty: 3419.760986
	Iteration 40F: 3 clusters Score -5585313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -5585307.500000 Penalty: 3419.760986
	Iteration 41Q: 3 clusters Score -5585308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -5585310.500000 Penalty: 3419.760986
	Iteration 42Q: 3 clusters Score -5585310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -5585311.000000 Penalty: 3419.760986
	Iteration 43Q: 3 clusters Score -5585311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -5585311.500000 Penalty: 3419.760986
	Iteration 44Q: 3 clusters Score -5585312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -5585313.000000 Penalty: 3419.760986
	Iteration 45Q: 3 clusters Score -5585313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -5585313.000000 Penalty: 3419.760986
	Iteration 46F: 3 clusters Score -5585313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 124 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 33026 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 17498 members 
Mstep: Class 21 contains 77385 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Mstep: Class 41 contains 5854 members 
Mstep: Class 42 contains 3990 members 
Mstep: Class 43 contains 128 members 
Mstep: Class 44 contains 2470 members 
Mstep: Class 45 contains 3116 members 
Mstep: Class 46 contains 23611 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 23788 members 
Mstep: Class 49 contains 16036 members 
Mstep: Class 50 contains 19638 members 
Entering Unmasked Estep 
Score: -85615600.000000 Penalty: 108118.789062
Splitting cluster 20 changes total score from -85494856.000000 to -85615600.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 21 (77385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77385 members 
Entering Unmasked Estep 
Score: -11594331.000000 Penalty: 1829.189087
	Iteration 0F: 2 clusters Score -1.159433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -11597276.000000 Penalty: 3658.378174
	Iteration 0F: 3 clusters Score -1.159728e+07 nChanged 36864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -11620332.000000 Penalty: 3658.378174
	Iteration 1F: 3 clusters Score -1.162033e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -11625263.000000 Penalty: 3658.378174
	Iteration 2F: 3 clusters Score -1.162526e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -11634382.000000 Penalty: 3658.378174
	Iteration 3F: 3 clusters Score -1.163438e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -11641161.000000 Penalty: 3658.378174
	Iteration 4F: 3 clusters Score -1.164116e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -11644864.000000 Penalty: 3658.378174
	Iteration 5F: 3 clusters Score -1.164486e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -11647583.000000 Penalty: 3658.378174
	Iteration 6F: 3 clusters Score -1.164758e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -11649812.000000 Penalty: 3658.378174
	Iteration 7F: 3 clusters Score -1.164981e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -11651729.000000 Penalty: 3658.378174
	Iteration 8Q: 3 clusters Score -1.165173e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -11653311.000000 Penalty: 3658.378174
	Iteration 9Q: 3 clusters Score -1.165331e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -11654851.000000 Penalty: 3658.378174
	Iteration 10Q: 3 clusters Score -1.165485e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -11656370.000000 Penalty: 3658.378174
	Iteration 11Q: 3 clusters Score -1.165637e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -11657702.000000 Penalty: 3658.378174
	Iteration 12Q: 3 clusters Score -1.16577e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -11658681.000000 Penalty: 3658.378174
	Iteration 13Q: 3 clusters Score -1.165868e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -11659404.000000 Penalty: 3658.378174
	Iteration 14Q: 3 clusters Score -1.16594e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -11659685.000000 Penalty: 3658.378174
	Iteration 15Q: 3 clusters Score -1.165968e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -11659885.000000 Penalty: 3658.378174
	Iteration 16Q: 3 clusters Score -1.165988e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -11659967.000000 Penalty: 3658.378174
	Iteration 17Q: 3 clusters Score -1.165997e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -11660051.000000 Penalty: 3658.378174
	Iteration 18Q: 3 clusters Score -1.166005e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -11660108.000000 Penalty: 3658.378174
	Iteration 19Q: 3 clusters Score -1.166011e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -11660120.000000 Penalty: 3658.378174
	Iteration 20F: 3 clusters Score -1.166012e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -11660142.000000 Penalty: 3658.378174
	Iteration 21Q: 3 clusters Score -1.166014e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -11660122.000000 Penalty: 3658.378174
	Iteration 22Q: 3 clusters Score -1.166012e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -11660130.000000 Penalty: 3658.378174
	Iteration 23Q: 3 clusters Score -1.166013e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -11660151.000000 Penalty: 3658.378174
	Iteration 24Q: 3 clusters Score -1.166015e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -11660144.000000 Penalty: 3658.378174
	Iteration 25Q: 3 clusters Score -1.166014e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -11660193.000000 Penalty: 3658.378174
	Iteration 26Q: 3 clusters Score -1.166019e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -11660212.000000 Penalty: 3658.378174
	Iteration 27Q: 3 clusters Score -1.166021e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -11660228.000000 Penalty: 3658.378174
	Iteration 28Q: 3 clusters Score -1.166023e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -11660253.000000 Penalty: 3658.378174
	Iteration 29Q: 3 clusters Score -1.166025e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -11660292.000000 Penalty: 3658.378174
	Iteration 30Q: 3 clusters Score -1.166029e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -11660286.000000 Penalty: 3658.378174
	Iteration 31Q: 3 clusters Score -1.166029e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -11660297.000000 Penalty: 3658.378174
	Iteration 32Q: 3 clusters Score -1.16603e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -11660308.000000 Penalty: 3658.378174
	Iteration 33Q: 3 clusters Score -1.166031e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -11660326.000000 Penalty: 3658.378174
	Iteration 34Q: 3 clusters Score -1.166033e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -11660320.000000 Penalty: 3658.378174
	Iteration 35Q: 3 clusters Score -1.166032e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -11660320.000000 Penalty: 3658.378174
	Iteration 36Q: 3 clusters Score -1.166032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -11660322.000000 Penalty: 3658.378174
	Iteration 37Q: 3 clusters Score -1.166032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -11660319.000000 Penalty: 3658.378174
	Iteration 38Q: 3 clusters Score -1.166032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -11660304.000000 Penalty: 3658.378174
	Iteration 39Q: 3 clusters Score -1.16603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -11660310.000000 Penalty: 3658.378174
	Iteration 40F: 3 clusters Score -1.166031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -11660303.000000 Penalty: 3658.378174
	Iteration 41Q: 3 clusters Score -1.16603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -11660306.000000 Penalty: 3658.378174
	Iteration 42Q: 3 clusters Score -1.166031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -11660322.000000 Penalty: 3658.378174
	Iteration 43Q: 3 clusters Score -1.166032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -11660314.000000 Penalty: 3658.378174
	Iteration 44Q: 3 clusters Score -1.166031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -11660323.000000 Penalty: 3658.378174
	Iteration 45Q: 3 clusters Score -1.166032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -11660322.000000 Penalty: 3658.378174
	Iteration 46Q: 3 clusters Score -1.166032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -11660331.000000 Penalty: 3658.378174
	Iteration 47Q: 3 clusters Score -1.166033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -11660328.000000 Penalty: 3658.378174
	Iteration 48Q: 3 clusters Score -1.166033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -11660326.000000 Penalty: 3658.378174
	Iteration 49Q: 3 clusters Score -1.166033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -11660326.000000 Penalty: 3658.378174
	Iteration 50F: 3 clusters Score -1.166033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 124 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 33026 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 17498 members 
Mstep: Class 21 contains 29051 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Mstep: Class 41 contains 5854 members 
Mstep: Class 42 contains 3990 members 
Mstep: Class 43 contains 128 members 
Mstep: Class 44 contains 2470 members 
Mstep: Class 45 contains 3116 members 
Mstep: Class 46 contains 23611 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 23788 members 
Mstep: Class 49 contains 16036 members 
Mstep: Class 50 contains 19638 members 
Mstep: Class 51 contains 48334 members 
Entering Unmasked Estep 
Score: -85680760.000000 Penalty: 110281.164062
Splitting cluster 21 changes total score from -85494856.000000 to -85680760.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 22 (21401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Entering Unmasked Estep 
Score: -3147194.000000 Penalty: 1620.318970
	Iteration 0F: 2 clusters Score -3147194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -3134030.750000 Penalty: 3240.637939
	Iteration 0F: 3 clusters Score -3134031 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -3139303.000000 Penalty: 3240.637939
	Iteration 1F: 3 clusters Score -3139303 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -3139749.500000 Penalty: 3240.637939
	Iteration 2F: 3 clusters Score -3139750 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -3140203.250000 Penalty: 3240.637939
	Iteration 3F: 3 clusters Score -3140203 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -3140761.250000 Penalty: 3240.637939
	Iteration 4F: 3 clusters Score -3140761 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -3141486.750000 Penalty: 3240.637939
	Iteration 5F: 3 clusters Score -3141487 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3142334.500000 Penalty: 3240.637939
	Iteration 6F: 3 clusters Score -3142334 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3143110.000000 Penalty: 3240.637939
	Iteration 7F: 3 clusters Score -3143110 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -3143738.000000 Penalty: 3240.637939
	Iteration 8Q: 3 clusters Score -3143738 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -3144085.250000 Penalty: 3240.637939
	Iteration 9Q: 3 clusters Score -3144085 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3144299.250000 Penalty: 3240.637939
	Iteration 10Q: 3 clusters Score -3144299 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -3144448.750000 Penalty: 3240.637939
	Iteration 11Q: 3 clusters Score -3144449 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3144613.250000 Penalty: 3240.637939
	Iteration 12Q: 3 clusters Score -3144613 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -3144773.750000 Penalty: 3240.637939
	Iteration 13Q: 3 clusters Score -3144774 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3144954.500000 Penalty: 3240.637939
	Iteration 14Q: 3 clusters Score -3144954 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -3145112.750000 Penalty: 3240.637939
	Iteration 15Q: 3 clusters Score -3145113 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -3145266.750000 Penalty: 3240.637939
	Iteration 16Q: 3 clusters Score -3145267 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -3145397.750000 Penalty: 3240.637939
	Iteration 17Q: 3 clusters Score -3145398 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -3145531.000000 Penalty: 3240.637939
	Iteration 18Q: 3 clusters Score -3145531 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -3145664.000000 Penalty: 3240.637939
	Iteration 19Q: 3 clusters Score -3145664 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -3145807.500000 Penalty: 3240.637939
	Iteration 20F: 3 clusters Score -3145808 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -3145910.000000 Penalty: 3240.637939
	Iteration 21Q: 3 clusters Score -3145910 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -3146019.750000 Penalty: 3240.637939
	Iteration 22Q: 3 clusters Score -3146020 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -3146102.500000 Penalty: 3240.637939
	Iteration 23Q: 3 clusters Score -3146102 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -3146171.000000 Penalty: 3240.637939
	Iteration 24Q: 3 clusters Score -3146171 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -3146255.000000 Penalty: 3240.637939
	Iteration 25Q: 3 clusters Score -3146255 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -3146330.250000 Penalty: 3240.637939
	Iteration 26Q: 3 clusters Score -3146330 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -3146391.750000 Penalty: 3240.637939
	Iteration 27Q: 3 clusters Score -3146392 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -3146471.000000 Penalty: 3240.637939
	Iteration 28Q: 3 clusters Score -3146471 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -3146511.500000 Penalty: 3240.637939
	Iteration 29Q: 3 clusters Score -3146512 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3146552.500000 Penalty: 3240.637939
	Iteration 30Q: 3 clusters Score -3146552 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -3146601.500000 Penalty: 3240.637939
	Iteration 31Q: 3 clusters Score -3146602 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3146633.750000 Penalty: 3240.637939
	Iteration 32Q: 3 clusters Score -3146634 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3146677.000000 Penalty: 3240.637939
	Iteration 33Q: 3 clusters Score -3146677 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -3146694.250000 Penalty: 3240.637939
	Iteration 34Q: 3 clusters Score -3146694 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -3146746.500000 Penalty: 3240.637939
	Iteration 35Q: 3 clusters Score -3146746 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -3146772.250000 Penalty: 3240.637939
	Iteration 36Q: 3 clusters Score -3146772 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3146797.500000 Penalty: 3240.637939
	Iteration 37Q: 3 clusters Score -3146798 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -3146826.000000 Penalty: 3240.637939
	Iteration 38Q: 3 clusters Score -3146826 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -3146853.500000 Penalty: 3240.637939
	Iteration 39Q: 3 clusters Score -3146854 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -3146889.500000 Penalty: 3240.637939
	Iteration 40F: 3 clusters Score -3146890 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -3146923.000000 Penalty: 3240.637939
	Iteration 41Q: 3 clusters Score -3146923 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -3146945.250000 Penalty: 3240.637939
	Iteration 42Q: 3 clusters Score -3146945 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -3146970.500000 Penalty: 3240.637939
	Iteration 43Q: 3 clusters Score -3146970 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -3147010.000000 Penalty: 3240.637939
	Iteration 44Q: 3 clusters Score -3147010 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3147046.750000 Penalty: 3240.637939
	Iteration 45Q: 3 clusters Score -3147047 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3147059.250000 Penalty: 3240.637939
	Iteration 46Q: 3 clusters Score -3147059 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -3147079.250000 Penalty: 3240.637939
	Iteration 47Q: 3 clusters Score -3147079 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3147097.250000 Penalty: 3240.637939
	Iteration 48Q: 3 clusters Score -3147097 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -3147112.000000 Penalty: 3240.637939
	Iteration 49Q: 3 clusters Score -3147112 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -3147128.500000 Penalty: 3240.637939
	Iteration 50Q: 3 clusters Score -3147128 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -3147133.000000 Penalty: 3240.637939
	Iteration 51Q: 3 clusters Score -3147133 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -3147139.000000 Penalty: 3240.637939
	Iteration 52Q: 3 clusters Score -3147139 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3147149.750000 Penalty: 3240.637939
	Iteration 53Q: 3 clusters Score -3147150 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -3147154.500000 Penalty: 3240.637939
	Iteration 54Q: 3 clusters Score -3147154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -3147161.250000 Penalty: 3240.637939
	Iteration 55Q: 3 clusters Score -3147161 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -3147169.250000 Penalty: 3240.637939
	Iteration 56Q: 3 clusters Score -3147169 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3147174.250000 Penalty: 3240.637939
	Iteration 57Q: 3 clusters Score -3147174 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -3147184.250000 Penalty: 3240.637939
	Iteration 58Q: 3 clusters Score -3147184 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -3147189.000000 Penalty: 3240.637939
	Iteration 59Q: 3 clusters Score -3147189 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -3147188.750000 Penalty: 3240.637939
	Iteration 60F: 3 clusters Score -3147189 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -3147196.500000 Penalty: 3240.637939
	Iteration 61Q: 3 clusters Score -3147196 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -3147198.250000 Penalty: 3240.637939
	Iteration 62Q: 3 clusters Score -3147198 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -3147207.250000 Penalty: 3240.637939
	Iteration 63Q: 3 clusters Score -3147207 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -3147210.750000 Penalty: 3240.637939
	Iteration 64Q: 3 clusters Score -3147211 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -3147208.000000 Penalty: 3240.637939
	Iteration 65Q: 3 clusters Score -3147208 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -3147214.750000 Penalty: 3240.637939
	Iteration 66Q: 3 clusters Score -3147215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -3147206.250000 Penalty: 3240.637939
	Iteration 67Q: 3 clusters Score -3147206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -3147208.000000 Penalty: 3240.637939
	Iteration 68Q: 3 clusters Score -3147208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3147204.000000 Penalty: 3240.637939
	Iteration 69Q: 3 clusters Score -3147204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -3147212.500000 Penalty: 3240.637939
	Iteration 70Q: 3 clusters Score -3147212 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -3147229.750000 Penalty: 3240.637939
	Iteration 71Q: 3 clusters Score -3147230 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -3147229.250000 Penalty: 3240.637939
	Iteration 72Q: 3 clusters Score -3147229 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -3147229.750000 Penalty: 3240.637939
	Iteration 73Q: 3 clusters Score -3147230 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -3147229.750000 Penalty: 3240.637939
	Iteration 74Q: 3 clusters Score -3147230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -3147240.000000 Penalty: 3240.637939
	Iteration 75Q: 3 clusters Score -3147240 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -3147245.750000 Penalty: 3240.637939
	Iteration 76Q: 3 clusters Score -3147246 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3147242.500000 Penalty: 3240.637939
	Iteration 77Q: 3 clusters Score -3147242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3147246.500000 Penalty: 3240.637939
	Iteration 78Q: 3 clusters Score -3147246 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -3147252.000000 Penalty: 3240.637939
	Iteration 79Q: 3 clusters Score -3147252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -3147256.750000 Penalty: 3240.637939
	Iteration 80F: 3 clusters Score -3147257 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -3147253.500000 Penalty: 3240.637939
	Iteration 81Q: 3 clusters Score -3147254 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -3147259.750000 Penalty: 3240.637939
	Iteration 82Q: 3 clusters Score -3147260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -3147253.250000 Penalty: 3240.637939
	Iteration 83Q: 3 clusters Score -3147253 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -3147252.000000 Penalty: 3240.637939
	Iteration 84Q: 3 clusters Score -3147252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3147263.500000 Penalty: 3240.637939
	Iteration 85Q: 3 clusters Score -3147264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -3147265.500000 Penalty: 3240.637939
	Iteration 86Q: 3 clusters Score -3147266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -3147276.000000 Penalty: 3240.637939
	Iteration 87Q: 3 clusters Score -3147276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3147277.000000 Penalty: 3240.637939
	Iteration 88Q: 3 clusters Score -3147277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3147282.250000 Penalty: 3240.637939
	Iteration 89Q: 3 clusters Score -3147282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -3147282.000000 Penalty: 3240.637939
	Iteration 90Q: 3 clusters Score -3147282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -3147286.750000 Penalty: 3240.637939
	Iteration 91Q: 3 clusters Score -3147287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -3147285.500000 Penalty: 3240.637939
	Iteration 92Q: 3 clusters Score -3147286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -3147283.000000 Penalty: 3240.637939
	Iteration 93Q: 3 clusters Score -3147283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -3147286.250000 Penalty: 3240.637939
	Iteration 94Q: 3 clusters Score -3147286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -3147288.250000 Penalty: 3240.637939
	Iteration 95Q: 3 clusters Score -3147288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -3147283.750000 Penalty: 3240.637939
	Iteration 96Q: 3 clusters Score -3147284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3147283.000000 Penalty: 3240.637939
	Iteration 97Q: 3 clusters Score -3147283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -3147286.500000 Penalty: 3240.637939
	Iteration 98Q: 3 clusters Score -3147286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -3147286.000000 Penalty: 3240.637939
	Iteration 99Q: 3 clusters Score -3147286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -3147286.500000 Penalty: 3240.637939
	Iteration 100F: 3 clusters Score -3147286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3147287.750000 Penalty: 3240.637939
	Iteration 101Q: 3 clusters Score -3147288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3147292.750000 Penalty: 3240.637939
	Iteration 102Q: 3 clusters Score -3147293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -3147290.750000 Penalty: 3240.637939
	Iteration 103Q: 3 clusters Score -3147291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -3147284.500000 Penalty: 3240.637939
	Iteration 104Q: 3 clusters Score -3147284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3147287.500000 Penalty: 3240.637939
	Iteration 105Q: 3 clusters Score -3147288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3147285.000000 Penalty: 3240.637939
	Iteration 106Q: 3 clusters Score -3147285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3147287.000000 Penalty: 3240.637939
	Iteration 107Q: 3 clusters Score -3147287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -3147287.500000 Penalty: 3240.637939
	Iteration 108Q: 3 clusters Score -3147288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -3147286.500000 Penalty: 3240.637939
	Iteration 109Q: 3 clusters Score -3147286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -3147282.250000 Penalty: 3240.637939
	Iteration 110Q: 3 clusters Score -3147282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -3147284.000000 Penalty: 3240.637939
	Iteration 111Q: 3 clusters Score -3147284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -3147280.250000 Penalty: 3240.637939
	Iteration 112Q: 3 clusters Score -3147280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -3147283.750000 Penalty: 3240.637939
	Iteration 113Q: 3 clusters Score -3147284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3147281.500000 Penalty: 3240.637939
	Iteration 114Q: 3 clusters Score -3147282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3147285.000000 Penalty: 3240.637939
	Iteration 115Q: 3 clusters Score -3147285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3147280.250000 Penalty: 3240.637939
	Iteration 116Q: 3 clusters Score -3147280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -3147283.250000 Penalty: 3240.637939
	Iteration 117Q: 3 clusters Score -3147283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3147288.250000 Penalty: 3240.637939
	Iteration 118Q: 3 clusters Score -3147288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -3147286.750000 Penalty: 3240.637939
	Iteration 119Q: 3 clusters Score -3147287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3147289.000000 Penalty: 3240.637939
	Iteration 120F: 3 clusters Score -3147289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3147289.500000 Penalty: 3240.637939
	Iteration 121Q: 3 clusters Score -3147290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3147288.250000 Penalty: 3240.637939
	Iteration 122Q: 3 clusters Score -3147288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -3147287.500000 Penalty: 3240.637939
	Iteration 123Q: 3 clusters Score -3147288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -3147289.250000 Penalty: 3240.637939
	Iteration 124Q: 3 clusters Score -3147289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -3147283.500000 Penalty: 3240.637939
	Iteration 125Q: 3 clusters Score -3147284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -3147286.500000 Penalty: 3240.637939
	Iteration 126Q: 3 clusters Score -3147286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -3147287.750000 Penalty: 3240.637939
	Iteration 127Q: 3 clusters Score -3147288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3147287.750000 Penalty: 3240.637939
	Iteration 128Q: 3 clusters Score -3147288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -3147289.750000 Penalty: 3240.637939
	Iteration 129Q: 3 clusters Score -3147290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -3147289.750000 Penalty: 3240.637939
	Iteration 130F: 3 clusters Score -3147290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 124 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 33026 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 17498 members 
Mstep: Class 21 contains 29051 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 16572 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Mstep: Class 41 contains 5854 members 
Mstep: Class 42 contains 3990 members 
Mstep: Class 43 contains 128 members 
Mstep: Class 44 contains 2470 members 
Mstep: Class 45 contains 3116 members 
Mstep: Class 46 contains 23611 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 23788 members 
Mstep: Class 49 contains 16036 members 
Mstep: Class 50 contains 19638 members 
Mstep: Class 51 contains 48334 members 
Mstep: Class 52 contains 12634 members 
Entering Unmasked Estep 
Score: -85680184.000000 Penalty: 112443.539062
Splitting cluster 22 changes total score from -85494856.000000 to -85680184.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 23 (16572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Entering Unmasked Estep 
Score: -2310798.000000 Penalty: 1578.763794
	Iteration 0F: 2 clusters Score -2310798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2299628.250000 Penalty: 3157.527588
	Iteration 0F: 3 clusters Score -2299628 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2304175.750000 Penalty: 3157.527588
	Iteration 1F: 3 clusters Score -2304176 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2305075.750000 Penalty: 3157.527588
	Iteration 2F: 3 clusters Score -2305076 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2306129.250000 Penalty: 3157.527588
	Iteration 3F: 3 clusters Score -2306129 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2307457.750000 Penalty: 3157.527588
	Iteration 4F: 3 clusters Score -2307458 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2308636.250000 Penalty: 3157.527588
	Iteration 5F: 3 clusters Score -2308636 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2309378.250000 Penalty: 3157.527588
	Iteration 6F: 3 clusters Score -2309378 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2309692.750000 Penalty: 3157.527588
	Iteration 7Q: 3 clusters Score -2309693 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2309863.500000 Penalty: 3157.527588
	Iteration 8Q: 3 clusters Score -2309864 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2309973.000000 Penalty: 3157.527588
	Iteration 9Q: 3 clusters Score -2309973 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2310044.500000 Penalty: 3157.527588
	Iteration 10Q: 3 clusters Score -2310044 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2310119.750000 Penalty: 3157.527588
	Iteration 11Q: 3 clusters Score -2310120 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2310178.250000 Penalty: 3157.527588
	Iteration 12Q: 3 clusters Score -2310178 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2310232.500000 Penalty: 3157.527588
	Iteration 13Q: 3 clusters Score -2310232 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2310286.500000 Penalty: 3157.527588
	Iteration 14Q: 3 clusters Score -2310286 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2310347.750000 Penalty: 3157.527588
	Iteration 15Q: 3 clusters Score -2310348 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2310430.250000 Penalty: 3157.527588
	Iteration 16Q: 3 clusters Score -2310430 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2310504.750000 Penalty: 3157.527588
	Iteration 17Q: 3 clusters Score -2310505 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2310593.000000 Penalty: 3157.527588
	Iteration 18Q: 3 clusters Score -2310593 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2310678.500000 Penalty: 3157.527588
	Iteration 19Q: 3 clusters Score -2310678 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2310804.000000 Penalty: 3157.527588
	Iteration 20F: 3 clusters Score -2310804 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2310911.750000 Penalty: 3157.527588
	Iteration 21Q: 3 clusters Score -2310912 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2310988.500000 Penalty: 3157.527588
	Iteration 22Q: 3 clusters Score -2310988 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2311062.500000 Penalty: 3157.527588
	Iteration 23Q: 3 clusters Score -2311062 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2311126.750000 Penalty: 3157.527588
	Iteration 24Q: 3 clusters Score -2311127 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2311173.500000 Penalty: 3157.527588
	Iteration 25Q: 3 clusters Score -2311174 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2311224.250000 Penalty: 3157.527588
	Iteration 26Q: 3 clusters Score -2311224 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2311267.250000 Penalty: 3157.527588
	Iteration 27Q: 3 clusters Score -2311267 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2311305.000000 Penalty: 3157.527588
	Iteration 28Q: 3 clusters Score -2311305 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2311335.000000 Penalty: 3157.527588
	Iteration 29Q: 3 clusters Score -2311335 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2311371.000000 Penalty: 3157.527588
	Iteration 30Q: 3 clusters Score -2311371 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2311391.500000 Penalty: 3157.527588
	Iteration 31Q: 3 clusters Score -2311392 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2311414.750000 Penalty: 3157.527588
	Iteration 32Q: 3 clusters Score -2311415 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2311448.000000 Penalty: 3157.527588
	Iteration 33Q: 3 clusters Score -2311448 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2311460.500000 Penalty: 3157.527588
	Iteration 34Q: 3 clusters Score -2311460 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2311477.250000 Penalty: 3157.527588
	Iteration 35Q: 3 clusters Score -2311477 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2311495.000000 Penalty: 3157.527588
	Iteration 36Q: 3 clusters Score -2311495 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2311502.250000 Penalty: 3157.527588
	Iteration 37Q: 3 clusters Score -2311502 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2311508.750000 Penalty: 3157.527588
	Iteration 38Q: 3 clusters Score -2311509 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2311522.250000 Penalty: 3157.527588
	Iteration 39Q: 3 clusters Score -2311522 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2311524.500000 Penalty: 3157.527588
	Iteration 40F: 3 clusters Score -2311524 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2311529.000000 Penalty: 3157.527588
	Iteration 41Q: 3 clusters Score -2311529 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2311531.000000 Penalty: 3157.527588
	Iteration 42Q: 3 clusters Score -2311531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2311538.500000 Penalty: 3157.527588
	Iteration 43Q: 3 clusters Score -2311538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2311545.750000 Penalty: 3157.527588
	Iteration 44Q: 3 clusters Score -2311546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2311548.000000 Penalty: 3157.527588
	Iteration 45Q: 3 clusters Score -2311548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2311550.500000 Penalty: 3157.527588
	Iteration 46Q: 3 clusters Score -2311550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2311549.000000 Penalty: 3157.527588
	Iteration 47Q: 3 clusters Score -2311549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2311546.750000 Penalty: 3157.527588
	Iteration 48Q: 3 clusters Score -2311547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2311549.000000 Penalty: 3157.527588
	Iteration 49Q: 3 clusters Score -2311549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2311556.000000 Penalty: 3157.527588
	Iteration 50Q: 3 clusters Score -2311556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2311558.000000 Penalty: 3157.527588
	Iteration 51Q: 3 clusters Score -2311558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2311554.000000 Penalty: 3157.527588
	Iteration 52Q: 3 clusters Score -2311554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2311552.750000 Penalty: 3157.527588
	Iteration 53Q: 3 clusters Score -2311553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2311552.500000 Penalty: 3157.527588
	Iteration 54Q: 3 clusters Score -2311552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2311555.000000 Penalty: 3157.527588
	Iteration 55Q: 3 clusters Score -2311555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2311554.000000 Penalty: 3157.527588
	Iteration 56Q: 3 clusters Score -2311554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2311556.500000 Penalty: 3157.527588
	Iteration 57Q: 3 clusters Score -2311556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2311558.750000 Penalty: 3157.527588
	Iteration 58Q: 3 clusters Score -2311559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2311559.000000 Penalty: 3157.527588
	Iteration 59Q: 3 clusters Score -2311559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2311557.250000 Penalty: 3157.527588
	Iteration 60F: 3 clusters Score -2311557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2311557.500000 Penalty: 3157.527588
	Iteration 61Q: 3 clusters Score -2311558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2311556.250000 Penalty: 3157.527588
	Iteration 62Q: 3 clusters Score -2311556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2311558.500000 Penalty: 3157.527588
	Iteration 63Q: 3 clusters Score -2311558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2311558.500000 Penalty: 3157.527588
	Iteration 64F: 3 clusters Score -2311558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 124 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 33026 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 17498 members 
Mstep: Class 21 contains 29051 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 5796 members 
Mstep: Class 24 contains 6460 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Mstep: Class 41 contains 5854 members 
Mstep: Class 42 contains 3990 members 
Mstep: Class 43 contains 128 members 
Mstep: Class 44 contains 2470 members 
Mstep: Class 45 contains 3116 members 
Mstep: Class 46 contains 23611 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 23788 members 
Mstep: Class 49 contains 16036 members 
Mstep: Class 50 contains 19638 members 
Mstep: Class 51 contains 48334 members 
Mstep: Class 52 contains 12634 members 
Mstep: Class 53 contains 10776 members 
Entering Unmasked Estep 
Score: -85680184.000000 Penalty: 114605.914062
Splitting cluster 23 changes total score from -85494856.000000 to -85680184.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 24 (6460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Entering Unmasked Estep 
Score: -850719.250000 Penalty: 1425.675049
	Iteration 0F: 2 clusters Score -850719.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -845900.625000 Penalty: 2851.350098
	Iteration 0F: 3 clusters Score -845900.6 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -847614.812500 Penalty: 2851.350098
	Iteration 1F: 3 clusters Score -847614.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -848443.312500 Penalty: 2851.350098
	Iteration 2F: 3 clusters Score -848443.3 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -849552.687500 Penalty: 2851.350098
	Iteration 3F: 3 clusters Score -849552.7 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -850540.875000 Penalty: 2851.350098
	Iteration 4F: 3 clusters Score -850540.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -851108.875000 Penalty: 2851.350098
	Iteration 5F: 3 clusters Score -851108.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -851462.937500 Penalty: 2851.350098
	Iteration 6F: 3 clusters Score -851462.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -851719.000000 Penalty: 2851.350098
	Iteration 7Q: 3 clusters Score -851719 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -851960.937500 Penalty: 2851.350098
	Iteration 8Q: 3 clusters Score -851960.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -852173.125000 Penalty: 2851.350098
	Iteration 9Q: 3 clusters Score -852173.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -852310.250000 Penalty: 2851.350098
	Iteration 10Q: 3 clusters Score -852310.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -852387.312500 Penalty: 2851.350098
	Iteration 11Q: 3 clusters Score -852387.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -852429.312500 Penalty: 2851.350098
	Iteration 12Q: 3 clusters Score -852429.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -852450.625000 Penalty: 2851.350098
	Iteration 13Q: 3 clusters Score -852450.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -852462.250000 Penalty: 2851.350098
	Iteration 14Q: 3 clusters Score -852462.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -852470.875000 Penalty: 2851.350098
	Iteration 15Q: 3 clusters Score -852470.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -852476.875000 Penalty: 2851.350098
	Iteration 16Q: 3 clusters Score -852476.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -852485.250000 Penalty: 2851.350098
	Iteration 17Q: 3 clusters Score -852485.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -852507.250000 Penalty: 2851.350098
	Iteration 18Q: 3 clusters Score -852507.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -852535.375000 Penalty: 2851.350098
	Iteration 19Q: 3 clusters Score -852535.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -852553.875000 Penalty: 2851.350098
	Iteration 20F: 3 clusters Score -852553.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -852565.875000 Penalty: 2851.350098
	Iteration 21Q: 3 clusters Score -852565.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -852575.500000 Penalty: 2851.350098
	Iteration 22Q: 3 clusters Score -852575.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -852580.500000 Penalty: 2851.350098
	Iteration 23Q: 3 clusters Score -852580.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -852582.687500 Penalty: 2851.350098
	Iteration 24Q: 3 clusters Score -852582.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -852584.250000 Penalty: 2851.350098
	Iteration 25Q: 3 clusters Score -852584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -852584.812500 Penalty: 2851.350098
	Iteration 26Q: 3 clusters Score -852584.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -852585.312500 Penalty: 2851.350098
	Iteration 27Q: 3 clusters Score -852585.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -852585.187500 Penalty: 2851.350098
	Iteration 28Q: 3 clusters Score -852585.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -852584.375000 Penalty: 2851.350098
	Iteration 29Q: 3 clusters Score -852584.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -852584.375000 Penalty: 2851.350098
	Iteration 30F: 3 clusters Score -852584.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 124 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 33026 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 17498 members 
Mstep: Class 21 contains 29051 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 5796 members 
Mstep: Class 24 contains 3861 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Mstep: Class 41 contains 5854 members 
Mstep: Class 42 contains 3990 members 
Mstep: Class 43 contains 128 members 
Mstep: Class 44 contains 2470 members 
Mstep: Class 45 contains 3116 members 
Mstep: Class 46 contains 23611 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 23788 members 
Mstep: Class 49 contains 16036 members 
Mstep: Class 50 contains 19638 members 
Mstep: Class 51 contains 48334 members 
Mstep: Class 52 contains 12634 members 
Mstep: Class 53 contains 10776 members 
Mstep: Class 54 contains 2599 members 
Entering Unmasked Estep 
Score: -85681536.000000 Penalty: 116768.289062
Splitting cluster 24 changes total score from -85494856.000000 to -85681536.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 25 (1310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Entering Unmasked Estep 
Score: -140641.984375 Penalty: 1166.389648
	Iteration 0F: 2 clusters Score -140642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -139133.296875 Penalty: 2332.779297
	Iteration 0F: 3 clusters Score -139133.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -140085.359375 Penalty: 2332.779297
	Iteration 1F: 3 clusters Score -140085.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -140918.359375 Penalty: 2332.779297
	Iteration 2F: 3 clusters Score -140918.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -141367.984375 Penalty: 2332.779297
	Iteration 3F: 3 clusters Score -141368 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -141541.046875 Penalty: 2332.779297
	Iteration 4Q: 3 clusters Score -141541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -141610.531250 Penalty: 2332.779297
	Iteration 5Q: 3 clusters Score -141610.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -141651.062500 Penalty: 2332.779297
	Iteration 6Q: 3 clusters Score -141651.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -141683.125000 Penalty: 2332.779297
	Iteration 7Q: 3 clusters Score -141683.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -141708.234375 Penalty: 2332.779297
	Iteration 8Q: 3 clusters Score -141708.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -141738.984375 Penalty: 2332.779297
	Iteration 9Q: 3 clusters Score -141739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -141761.859375 Penalty: 2332.779297
	Iteration 10Q: 3 clusters Score -141761.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -141790.625000 Penalty: 2332.779297
	Iteration 11Q: 3 clusters Score -141790.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -141801.328125 Penalty: 2332.779297
	Iteration 12Q: 3 clusters Score -141801.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -141807.328125 Penalty: 2332.779297
	Iteration 13Q: 3 clusters Score -141807.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -141813.468750 Penalty: 2332.779297
	Iteration 14Q: 3 clusters Score -141813.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -141814.703125 Penalty: 2332.779297
	Iteration 15Q: 3 clusters Score -141814.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -141816.875000 Penalty: 2332.779297
	Iteration 16Q: 3 clusters Score -141816.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -141819.171875 Penalty: 2332.779297
	Iteration 17Q: 3 clusters Score -141819.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -141821.328125 Penalty: 2332.779297
	Iteration 18Q: 3 clusters Score -141821.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -141821.843750 Penalty: 2332.779297
	Iteration 19Q: 3 clusters Score -141821.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -141821.843750 Penalty: 2332.779297
	Iteration 20F: 3 clusters Score -141821.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 124 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 33026 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 17498 members 
Mstep: Class 21 contains 29051 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 5796 members 
Mstep: Class 24 contains 3861 members 
Mstep: Class 25 contains 625 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Mstep: Class 41 contains 5854 members 
Mstep: Class 42 contains 3990 members 
Mstep: Class 43 contains 128 members 
Mstep: Class 44 contains 2470 members 
Mstep: Class 45 contains 3116 members 
Mstep: Class 46 contains 23611 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 23788 members 
Mstep: Class 49 contains 16036 members 
Mstep: Class 50 contains 19638 members 
Mstep: Class 51 contains 48334 members 
Mstep: Class 52 contains 12634 members 
Mstep: Class 53 contains 10776 members 
Mstep: Class 54 contains 2599 members 
Mstep: Class 55 contains 685 members 
Entering Unmasked Estep 
Score: -85681656.000000 Penalty: 118930.664062
Splitting cluster 25 changes total score from -85494856.000000 to -85681656.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 26 (3923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Entering Unmasked Estep 
Score: -478235.687500 Penalty: 1344.624390
	Iteration 0F: 2 clusters Score -478235.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -475015.437500 Penalty: 2689.248779
	Iteration 0F: 3 clusters Score -475015.4 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -476205.187500 Penalty: 2689.248779
	Iteration 1F: 3 clusters Score -476205.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -476802.000000 Penalty: 2689.248779
	Iteration 2F: 3 clusters Score -476802 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -477310.375000 Penalty: 2689.248779
	Iteration 3F: 3 clusters Score -477310.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -477638.531250 Penalty: 2689.248779
	Iteration 4F: 3 clusters Score -477638.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -477849.281250 Penalty: 2689.248779
	Iteration 5F: 3 clusters Score -477849.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -478016.406250 Penalty: 2689.248779
	Iteration 6Q: 3 clusters Score -478016.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -478174.343750 Penalty: 2689.248779
	Iteration 7Q: 3 clusters Score -478174.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -478308.593750 Penalty: 2689.248779
	Iteration 8Q: 3 clusters Score -478308.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -478438.375000 Penalty: 2689.248779
	Iteration 9Q: 3 clusters Score -478438.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -478609.093750 Penalty: 2689.248779
	Iteration 10Q: 3 clusters Score -478609.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -478837.906250 Penalty: 2689.248779
	Iteration 11Q: 3 clusters Score -478837.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -479144.812500 Penalty: 2689.248779
	Iteration 12Q: 3 clusters Score -479144.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -479474.312500 Penalty: 2689.248779
	Iteration 13Q: 3 clusters Score -479474.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -479593.687500 Penalty: 2689.248779
	Iteration 14Q: 3 clusters Score -479593.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -479644.250000 Penalty: 2689.248779
	Iteration 15Q: 3 clusters Score -479644.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -479668.937500 Penalty: 2689.248779
	Iteration 16Q: 3 clusters Score -479668.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -479678.687500 Penalty: 2689.248779
	Iteration 17Q: 3 clusters Score -479678.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -479688.906250 Penalty: 2689.248779
	Iteration 18Q: 3 clusters Score -479688.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -479694.093750 Penalty: 2689.248779
	Iteration 19Q: 3 clusters Score -479694.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -479701.312500 Penalty: 2689.248779
	Iteration 20F: 3 clusters Score -479701.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -479707.656250 Penalty: 2689.248779
	Iteration 21Q: 3 clusters Score -479707.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -479715.843750 Penalty: 2689.248779
	Iteration 22Q: 3 clusters Score -479715.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -479719.500000 Penalty: 2689.248779
	Iteration 23Q: 3 clusters Score -479719.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -479720.406250 Penalty: 2689.248779
	Iteration 24Q: 3 clusters Score -479720.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -479721.343750 Penalty: 2689.248779
	Iteration 25Q: 3 clusters Score -479721.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -479721.781250 Penalty: 2689.248779
	Iteration 26Q: 3 clusters Score -479721.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -479723.406250 Penalty: 2689.248779
	Iteration 27Q: 3 clusters Score -479723.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -479724.375000 Penalty: 2689.248779
	Iteration 28Q: 3 clusters Score -479724.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -479726.562500 Penalty: 2689.248779
	Iteration 29Q: 3 clusters Score -479726.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -479729.250000 Penalty: 2689.248779
	Iteration 30Q: 3 clusters Score -479729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -479730.437500 Penalty: 2689.248779
	Iteration 31Q: 3 clusters Score -479730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -479729.375000 Penalty: 2689.248779
	Iteration 32Q: 3 clusters Score -479729.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -479729.625000 Penalty: 2689.248779
	Iteration 33Q: 3 clusters Score -479729.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -479729.625000 Penalty: 2689.248779
	Iteration 34F: 3 clusters Score -479729.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 124 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 33026 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 17498 members 
Mstep: Class 21 contains 29051 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 5796 members 
Mstep: Class 24 contains 3861 members 
Mstep: Class 25 contains 625 members 
Mstep: Class 26 contains 1714 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Mstep: Class 41 contains 5854 members 
Mstep: Class 42 contains 3990 members 
Mstep: Class 43 contains 128 members 
Mstep: Class 44 contains 2470 members 
Mstep: Class 45 contains 3116 members 
Mstep: Class 46 contains 23611 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 23788 members 
Mstep: Class 49 contains 16036 members 
Mstep: Class 50 contains 19638 members 
Mstep: Class 51 contains 48334 members 
Mstep: Class 52 contains 12634 members 
Mstep: Class 53 contains 10776 members 
Mstep: Class 54 contains 2599 members 
Mstep: Class 55 contains 685 members 
Mstep: Class 56 contains 2209 members 
Entering Unmasked Estep 
Score: -85682560.000000 Penalty: 121093.039062
Splitting cluster 26 changes total score from -85494856.000000 to -85682560.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 27 (12432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Entering Unmasked Estep 
Score: -1743130.125000 Penalty: 1532.054688
	Iteration 0F: 2 clusters Score -1743130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1734472.375000 Penalty: 3064.109375
	Iteration 0F: 3 clusters Score -1734472 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1737873.000000 Penalty: 3064.109375
	Iteration 1F: 3 clusters Score -1737873 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1738449.125000 Penalty: 3064.109375
	Iteration 2F: 3 clusters Score -1738449 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1739010.125000 Penalty: 3064.109375
	Iteration 3F: 3 clusters Score -1739010 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1739793.250000 Penalty: 3064.109375
	Iteration 4F: 3 clusters Score -1739793 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1740796.500000 Penalty: 3064.109375
	Iteration 5F: 3 clusters Score -1740796 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1741790.750000 Penalty: 3064.109375
	Iteration 6F: 3 clusters Score -1741791 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1742512.500000 Penalty: 3064.109375
	Iteration 7F: 3 clusters Score -1742512 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1742974.875000 Penalty: 3064.109375
	Iteration 8Q: 3 clusters Score -1742975 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1743265.125000 Penalty: 3064.109375
	Iteration 9Q: 3 clusters Score -1743265 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1743503.750000 Penalty: 3064.109375
	Iteration 10Q: 3 clusters Score -1743504 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1743711.375000 Penalty: 3064.109375
	Iteration 11Q: 3 clusters Score -1743711 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1743896.625000 Penalty: 3064.109375
	Iteration 12Q: 3 clusters Score -1743897 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1744084.875000 Penalty: 3064.109375
	Iteration 13Q: 3 clusters Score -1744085 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1744283.000000 Penalty: 3064.109375
	Iteration 14Q: 3 clusters Score -1744283 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1744437.750000 Penalty: 3064.109375
	Iteration 15Q: 3 clusters Score -1744438 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1744580.500000 Penalty: 3064.109375
	Iteration 16Q: 3 clusters Score -1744580 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1744710.625000 Penalty: 3064.109375
	Iteration 17Q: 3 clusters Score -1744711 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1744845.250000 Penalty: 3064.109375
	Iteration 18Q: 3 clusters Score -1744845 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1744992.250000 Penalty: 3064.109375
	Iteration 19Q: 3 clusters Score -1744992 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1745152.750000 Penalty: 3064.109375
	Iteration 20F: 3 clusters Score -1745153 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1745325.750000 Penalty: 3064.109375
	Iteration 21Q: 3 clusters Score -1745326 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1745509.250000 Penalty: 3064.109375
	Iteration 22Q: 3 clusters Score -1745509 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1745702.875000 Penalty: 3064.109375
	Iteration 23Q: 3 clusters Score -1745703 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1745940.875000 Penalty: 3064.109375
	Iteration 24Q: 3 clusters Score -1745941 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1746227.000000 Penalty: 3064.109375
	Iteration 25Q: 3 clusters Score -1746227 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1746595.625000 Penalty: 3064.109375
	Iteration 26Q: 3 clusters Score -1746596 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1746932.250000 Penalty: 3064.109375
	Iteration 27Q: 3 clusters Score -1746932 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1747205.000000 Penalty: 3064.109375
	Iteration 28Q: 3 clusters Score -1747205 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1747396.500000 Penalty: 3064.109375
	Iteration 29Q: 3 clusters Score -1747396 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1747506.250000 Penalty: 3064.109375
	Iteration 30Q: 3 clusters Score -1747506 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1747559.750000 Penalty: 3064.109375
	Iteration 31Q: 3 clusters Score -1747560 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1747599.625000 Penalty: 3064.109375
	Iteration 32Q: 3 clusters Score -1747600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1747629.375000 Penalty: 3064.109375
	Iteration 33Q: 3 clusters Score -1747629 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1747642.875000 Penalty: 3064.109375
	Iteration 34Q: 3 clusters Score -1747643 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1747647.000000 Penalty: 3064.109375
	Iteration 35Q: 3 clusters Score -1747647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1747653.625000 Penalty: 3064.109375
	Iteration 36Q: 3 clusters Score -1747654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1747669.000000 Penalty: 3064.109375
	Iteration 37Q: 3 clusters Score -1747669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1747669.625000 Penalty: 3064.109375
	Iteration 38Q: 3 clusters Score -1747670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1747668.000000 Penalty: 3064.109375
	Iteration 39Q: 3 clusters Score -1747668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1747777.250000 Penalty: 3064.109375
	Iteration 40F: 3 clusters Score -1747777 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1747813.125000 Penalty: 3064.109375
	Iteration 41Q: 3 clusters Score -1747813 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1747836.250000 Penalty: 3064.109375
	Iteration 42Q: 3 clusters Score -1747836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1747844.625000 Penalty: 3064.109375
	Iteration 43Q: 3 clusters Score -1747845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1747847.750000 Penalty: 3064.109375
	Iteration 44Q: 3 clusters Score -1747848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1747848.375000 Penalty: 3064.109375
	Iteration 45Q: 3 clusters Score -1747848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1747844.375000 Penalty: 3064.109375
	Iteration 46Q: 3 clusters Score -1747844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1747849.000000 Penalty: 3064.109375
	Iteration 47Q: 3 clusters Score -1747849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1747851.000000 Penalty: 3064.109375
	Iteration 48Q: 3 clusters Score -1747851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1747847.750000 Penalty: 3064.109375
	Iteration 49Q: 3 clusters Score -1747848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1747846.125000 Penalty: 3064.109375
	Iteration 50Q: 3 clusters Score -1747846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1747848.250000 Penalty: 3064.109375
	Iteration 51Q: 3 clusters Score -1747848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1747848.250000 Penalty: 3064.109375
	Iteration 52F: 3 clusters Score -1747848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 124 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 33026 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 17498 members 
Mstep: Class 21 contains 29051 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 5796 members 
Mstep: Class 24 contains 3861 members 
Mstep: Class 25 contains 625 members 
Mstep: Class 26 contains 1714 members 
Mstep: Class 27 contains 7241 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Mstep: Class 41 contains 5854 members 
Mstep: Class 42 contains 3990 members 
Mstep: Class 43 contains 128 members 
Mstep: Class 44 contains 2470 members 
Mstep: Class 45 contains 3116 members 
Mstep: Class 46 contains 23611 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 23788 members 
Mstep: Class 49 contains 16036 members 
Mstep: Class 50 contains 19638 members 
Mstep: Class 51 contains 48334 members 
Mstep: Class 52 contains 12634 members 
Mstep: Class 53 contains 10776 members 
Mstep: Class 54 contains 2599 members 
Mstep: Class 55 contains 685 members 
Mstep: Class 56 contains 2209 members 
Mstep: Class 57 contains 5191 members 
Entering Unmasked Estep 
Score: -85686800.000000 Penalty: 123255.414062
Splitting cluster 27 changes total score from -85494856.000000 to -85686800.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 28 (2968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Entering Unmasked Estep 
Score: -362519.125000 Penalty: 1299.292114
	Iteration 0F: 2 clusters Score -362519.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -359932.312500 Penalty: 2598.584229
	Iteration 0F: 3 clusters Score -359932.3 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -361339.875000 Penalty: 2598.584229
	Iteration 1F: 3 clusters Score -361339.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -362428.375000 Penalty: 2598.584229
	Iteration 2F: 3 clusters Score -362428.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -363257.562500 Penalty: 2598.584229
	Iteration 3F: 3 clusters Score -363257.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -363684.781250 Penalty: 2598.584229
	Iteration 4F: 3 clusters Score -363684.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -363915.375000 Penalty: 2598.584229
	Iteration 5Q: 3 clusters Score -363915.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -364098.093750 Penalty: 2598.584229
	Iteration 6Q: 3 clusters Score -364098.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -364202.375000 Penalty: 2598.584229
	Iteration 7Q: 3 clusters Score -364202.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -364258.468750 Penalty: 2598.584229
	Iteration 8Q: 3 clusters Score -364258.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -364284.531250 Penalty: 2598.584229
	Iteration 9Q: 3 clusters Score -364284.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -364299.781250 Penalty: 2598.584229
	Iteration 10Q: 3 clusters Score -364299.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -364308.750000 Penalty: 2598.584229
	Iteration 11Q: 3 clusters Score -364308.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -364315.593750 Penalty: 2598.584229
	Iteration 12Q: 3 clusters Score -364315.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -364320.937500 Penalty: 2598.584229
	Iteration 13Q: 3 clusters Score -364320.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -364324.406250 Penalty: 2598.584229
	Iteration 14Q: 3 clusters Score -364324.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -364327.000000 Penalty: 2598.584229
	Iteration 15Q: 3 clusters Score -364327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -364327.375000 Penalty: 2598.584229
	Iteration 16Q: 3 clusters Score -364327.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -364327.187500 Penalty: 2598.584229
	Iteration 17Q: 3 clusters Score -364327.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -364327.531250 Penalty: 2598.584229
	Iteration 18Q: 3 clusters Score -364327.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -364328.437500 Penalty: 2598.584229
	Iteration 19Q: 3 clusters Score -364328.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -364328.750000 Penalty: 2598.584229
	Iteration 20F: 3 clusters Score -364328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -364329.812500 Penalty: 2598.584229
	Iteration 21Q: 3 clusters Score -364329.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -364331.687500 Penalty: 2598.584229
	Iteration 22Q: 3 clusters Score -364331.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -364337.406250 Penalty: 2598.584229
	Iteration 23Q: 3 clusters Score -364337.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -364340.812500 Penalty: 2598.584229
	Iteration 24Q: 3 clusters Score -364340.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -364343.156250 Penalty: 2598.584229
	Iteration 25Q: 3 clusters Score -364343.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -364347.156250 Penalty: 2598.584229
	Iteration 26Q: 3 clusters Score -364347.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -364354.031250 Penalty: 2598.584229
	Iteration 27Q: 3 clusters Score -364354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -364356.718750 Penalty: 2598.584229
	Iteration 28Q: 3 clusters Score -364356.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -364358.375000 Penalty: 2598.584229
	Iteration 29Q: 3 clusters Score -364358.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -364360.093750 Penalty: 2598.584229
	Iteration 30Q: 3 clusters Score -364360.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -364360.468750 Penalty: 2598.584229
	Iteration 31Q: 3 clusters Score -364360.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -364360.468750 Penalty: 2598.584229
	Iteration 32F: 3 clusters Score -364360.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 124 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 33026 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 17498 members 
Mstep: Class 21 contains 29051 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 5796 members 
Mstep: Class 24 contains 3861 members 
Mstep: Class 25 contains 625 members 
Mstep: Class 26 contains 1714 members 
Mstep: Class 27 contains 7241 members 
Mstep: Class 28 contains 1460 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Mstep: Class 41 contains 5854 members 
Mstep: Class 42 contains 3990 members 
Mstep: Class 43 contains 128 members 
Mstep: Class 44 contains 2470 members 
Mstep: Class 45 contains 3116 members 
Mstep: Class 46 contains 23611 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 23788 members 
Mstep: Class 49 contains 16036 members 
Mstep: Class 50 contains 19638 members 
Mstep: Class 51 contains 48334 members 
Mstep: Class 52 contains 12634 members 
Mstep: Class 53 contains 10776 members 
Mstep: Class 54 contains 2599 members 
Mstep: Class 55 contains 685 members 
Mstep: Class 56 contains 2209 members 
Mstep: Class 57 contains 5191 members 
Mstep: Class 58 contains 1508 members 
Entering Unmasked Estep 
Score: -85687968.000000 Penalty: 125417.796875
Splitting cluster 28 changes total score from -85494856.000000 to -85687968.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 29 (1426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Entering Unmasked Estep 
Score: -190763.312500 Penalty: 1180.177124
	Iteration 0F: 2 clusters Score -190763.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -189132.703125 Penalty: 2360.354248
	Iteration 0F: 3 clusters Score -189132.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -190088.812500 Penalty: 2360.354248
	Iteration 1F: 3 clusters Score -190088.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -191125.203125 Penalty: 2360.354248
	Iteration 2F: 3 clusters Score -191125.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -192486.484375 Penalty: 2360.354248
	Iteration 3F: 3 clusters Score -192486.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -193102.656250 Penalty: 2360.354248
	Iteration 4F: 3 clusters Score -193102.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -193247.578125 Penalty: 2360.354248
	Iteration 5Q: 3 clusters Score -193247.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -193312.640625 Penalty: 2360.354248
	Iteration 6Q: 3 clusters Score -193312.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -193334.234375 Penalty: 2360.354248
	Iteration 7Q: 3 clusters Score -193334.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -193347.531250 Penalty: 2360.354248
	Iteration 8Q: 3 clusters Score -193347.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -193354.671875 Penalty: 2360.354248
	Iteration 9Q: 3 clusters Score -193354.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -193354.625000 Penalty: 2360.354248
	Iteration 10Q: 3 clusters Score -193354.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -193354.625000 Penalty: 2360.354248
	Iteration 11F: 3 clusters Score -193354.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 124 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 33026 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 17498 members 
Mstep: Class 21 contains 29051 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 5796 members 
Mstep: Class 24 contains 3861 members 
Mstep: Class 25 contains 625 members 
Mstep: Class 26 contains 1714 members 
Mstep: Class 27 contains 7241 members 
Mstep: Class 28 contains 1460 members 
Mstep: Class 29 contains 344 members 
Mstep: Class 30 contains 60589 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Mstep: Class 41 contains 5854 members 
Mstep: Class 42 contains 3990 members 
Mstep: Class 43 contains 128 members 
Mstep: Class 44 contains 2470 members 
Mstep: Class 45 contains 3116 members 
Mstep: Class 46 contains 23611 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 23788 members 
Mstep: Class 49 contains 16036 members 
Mstep: Class 50 contains 19638 members 
Mstep: Class 51 contains 48334 members 
Mstep: Class 52 contains 12634 members 
Mstep: Class 53 contains 10776 members 
Mstep: Class 54 contains 2599 members 
Mstep: Class 55 contains 685 members 
Mstep: Class 56 contains 2209 members 
Mstep: Class 57 contains 5191 members 
Mstep: Class 58 contains 1508 members 
Mstep: Class 59 contains 1082 members 
Entering Unmasked Estep 
Score: -85689576.000000 Penalty: 127580.171875
Splitting cluster 29 changes total score from -85494856.000000 to -85689576.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 30 (60589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Entering Unmasked Estep 
Score: -9156369.000000 Penalty: 1789.428589
	Iteration 0F: 2 clusters Score -9156369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -9149983.000000 Penalty: 3578.857178
	Iteration 0F: 3 clusters Score -9149983 nChanged 28843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -9166816.000000 Penalty: 3578.857178
	Iteration 1F: 3 clusters Score -9166816 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -9168267.000000 Penalty: 3578.857178
	Iteration 2F: 3 clusters Score -9168267 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -9170071.000000 Penalty: 3578.857178
	Iteration 3F: 3 clusters Score -9170071 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -9172426.000000 Penalty: 3578.857178
	Iteration 4F: 3 clusters Score -9172426 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -9175111.000000 Penalty: 3578.857178
	Iteration 5F: 3 clusters Score -9175111 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -9177950.000000 Penalty: 3578.857178
	Iteration 6F: 3 clusters Score -9177950 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -9180418.000000 Penalty: 3578.857178
	Iteration 7F: 3 clusters Score -9180418 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -9182094.000000 Penalty: 3578.857178
	Iteration 8F: 3 clusters Score -9182094 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -9182962.000000 Penalty: 3578.857178
	Iteration 9Q: 3 clusters Score -9182962 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -9183331.000000 Penalty: 3578.857178
	Iteration 10Q: 3 clusters Score -9183331 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -9183599.000000 Penalty: 3578.857178
	Iteration 11Q: 3 clusters Score -9183599 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -9183741.000000 Penalty: 3578.857178
	Iteration 12Q: 3 clusters Score -9183741 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -9183887.000000 Penalty: 3578.857178
	Iteration 13Q: 3 clusters Score -9183887 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -9183940.000000 Penalty: 3578.857178
	Iteration 14Q: 3 clusters Score -9183940 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -9184006.000000 Penalty: 3578.857178
	Iteration 15Q: 3 clusters Score -9184006 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -9184074.000000 Penalty: 3578.857178
	Iteration 16Q: 3 clusters Score -9184074 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -9184175.000000 Penalty: 3578.857178
	Iteration 17Q: 3 clusters Score -9184175 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -9184287.000000 Penalty: 3578.857178
	Iteration 18Q: 3 clusters Score -9184287 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -9184464.000000 Penalty: 3578.857178
	Iteration 19Q: 3 clusters Score -9184464 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -9184511.000000 Penalty: 3578.857178
	Iteration 20F: 3 clusters Score -9184511 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -9184573.000000 Penalty: 3578.857178
	Iteration 21Q: 3 clusters Score -9184573 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -9184633.000000 Penalty: 3578.857178
	Iteration 22Q: 3 clusters Score -9184633 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -9184798.000000 Penalty: 3578.857178
	Iteration 23Q: 3 clusters Score -9184798 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -9184915.000000 Penalty: 3578.857178
	Iteration 24Q: 3 clusters Score -9184915 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -9184985.000000 Penalty: 3578.857178
	Iteration 25Q: 3 clusters Score -9184985 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -9185056.000000 Penalty: 3578.857178
	Iteration 26Q: 3 clusters Score -9185056 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -9185163.000000 Penalty: 3578.857178
	Iteration 27Q: 3 clusters Score -9185163 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -9185232.000000 Penalty: 3578.857178
	Iteration 28Q: 3 clusters Score -9185232 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -9185282.000000 Penalty: 3578.857178
	Iteration 29Q: 3 clusters Score -9185282 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -9185336.000000 Penalty: 3578.857178
	Iteration 30Q: 3 clusters Score -9185336 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -9185394.000000 Penalty: 3578.857178
	Iteration 31Q: 3 clusters Score -9185394 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -9185406.000000 Penalty: 3578.857178
	Iteration 32Q: 3 clusters Score -9185406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -9185469.000000 Penalty: 3578.857178
	Iteration 33Q: 3 clusters Score -9185469 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -9185531.000000 Penalty: 3578.857178
	Iteration 34Q: 3 clusters Score -9185531 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -9185521.000000 Penalty: 3578.857178
	Iteration 35Q: 3 clusters Score -9185521 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -9185560.000000 Penalty: 3578.857178
	Iteration 36Q: 3 clusters Score -9185560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -9185575.000000 Penalty: 3578.857178
	Iteration 37Q: 3 clusters Score -9185575 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -9185636.000000 Penalty: 3578.857178
	Iteration 38Q: 3 clusters Score -9185636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -9185655.000000 Penalty: 3578.857178
	Iteration 39Q: 3 clusters Score -9185655 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -9185658.000000 Penalty: 3578.857178
	Iteration 40F: 3 clusters Score -9185658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -9185692.000000 Penalty: 3578.857178
	Iteration 41Q: 3 clusters Score -9185692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -9185736.000000 Penalty: 3578.857178
	Iteration 42Q: 3 clusters Score -9185736 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -9185772.000000 Penalty: 3578.857178
	Iteration 43Q: 3 clusters Score -9185772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -9185793.000000 Penalty: 3578.857178
	Iteration 44Q: 3 clusters Score -9185793 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -9185819.000000 Penalty: 3578.857178
	Iteration 45Q: 3 clusters Score -9185819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -9185822.000000 Penalty: 3578.857178
	Iteration 46Q: 3 clusters Score -9185822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -9185818.000000 Penalty: 3578.857178
	Iteration 47Q: 3 clusters Score -9185818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -9185825.000000 Penalty: 3578.857178
	Iteration 48Q: 3 clusters Score -9185825 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -9185846.000000 Penalty: 3578.857178
	Iteration 49Q: 3 clusters Score -9185846 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -9185918.000000 Penalty: 3578.857178
	Iteration 50Q: 3 clusters Score -9185918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -9185959.000000 Penalty: 3578.857178
	Iteration 51Q: 3 clusters Score -9185959 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -9186004.000000 Penalty: 3578.857178
	Iteration 52Q: 3 clusters Score -9186004 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -9186023.000000 Penalty: 3578.857178
	Iteration 53Q: 3 clusters Score -9186023 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -9186057.000000 Penalty: 3578.857178
	Iteration 54Q: 3 clusters Score -9186057 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -9186078.000000 Penalty: 3578.857178
	Iteration 55Q: 3 clusters Score -9186078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -9186084.000000 Penalty: 3578.857178
	Iteration 56Q: 3 clusters Score -9186084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -9186112.000000 Penalty: 3578.857178
	Iteration 57Q: 3 clusters Score -9186112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -9186118.000000 Penalty: 3578.857178
	Iteration 58Q: 3 clusters Score -9186118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -9186128.000000 Penalty: 3578.857178
	Iteration 59Q: 3 clusters Score -9186128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -9186118.000000 Penalty: 3578.857178
	Iteration 60F: 3 clusters Score -9186118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -9186123.000000 Penalty: 3578.857178
	Iteration 61Q: 3 clusters Score -9186123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -9186139.000000 Penalty: 3578.857178
	Iteration 62Q: 3 clusters Score -9186139 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -9186131.000000 Penalty: 3578.857178
	Iteration 63Q: 3 clusters Score -9186131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -9186159.000000 Penalty: 3578.857178
	Iteration 64Q: 3 clusters Score -9186159 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -9186140.000000 Penalty: 3578.857178
	Iteration 65Q: 3 clusters Score -9186140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -9186151.000000 Penalty: 3578.857178
	Iteration 66Q: 3 clusters Score -9186151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -9186169.000000 Penalty: 3578.857178
	Iteration 67Q: 3 clusters Score -9186169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -9186186.000000 Penalty: 3578.857178
	Iteration 68Q: 3 clusters Score -9186186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -9186202.000000 Penalty: 3578.857178
	Iteration 69Q: 3 clusters Score -9186202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -9186205.000000 Penalty: 3578.857178
	Iteration 70Q: 3 clusters Score -9186205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -9186217.000000 Penalty: 3578.857178
	Iteration 71Q: 3 clusters Score -9186217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -9186224.000000 Penalty: 3578.857178
	Iteration 72Q: 3 clusters Score -9186224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -9186231.000000 Penalty: 3578.857178
	Iteration 73Q: 3 clusters Score -9186231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -9186236.000000 Penalty: 3578.857178
	Iteration 74Q: 3 clusters Score -9186236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -9186243.000000 Penalty: 3578.857178
	Iteration 75Q: 3 clusters Score -9186243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -9186254.000000 Penalty: 3578.857178
	Iteration 76Q: 3 clusters Score -9186254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -9186241.000000 Penalty: 3578.857178
	Iteration 77Q: 3 clusters Score -9186241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -9186239.000000 Penalty: 3578.857178
	Iteration 78Q: 3 clusters Score -9186239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -9186245.000000 Penalty: 3578.857178
	Iteration 79Q: 3 clusters Score -9186245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -9186249.000000 Penalty: 3578.857178
	Iteration 80F: 3 clusters Score -9186249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -9186253.000000 Penalty: 3578.857178
	Iteration 81Q: 3 clusters Score -9186253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -9186251.000000 Penalty: 3578.857178
	Iteration 82Q: 3 clusters Score -9186251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -9186246.000000 Penalty: 3578.857178
	Iteration 83Q: 3 clusters Score -9186246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -9186245.000000 Penalty: 3578.857178
	Iteration 84Q: 3 clusters Score -9186245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -9186245.000000 Penalty: 3578.857178
	Iteration 85F: 3 clusters Score -9186245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 124 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 33026 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 17498 members 
Mstep: Class 21 contains 29051 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 5796 members 
Mstep: Class 24 contains 3861 members 
Mstep: Class 25 contains 625 members 
Mstep: Class 26 contains 1714 members 
Mstep: Class 27 contains 7241 members 
Mstep: Class 28 contains 1460 members 
Mstep: Class 29 contains 344 members 
Mstep: Class 30 contains 29851 members 
Mstep: Class 31 contains 46226 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Mstep: Class 41 contains 5854 members 
Mstep: Class 42 contains 3990 members 
Mstep: Class 43 contains 128 members 
Mstep: Class 44 contains 2470 members 
Mstep: Class 45 contains 3116 members 
Mstep: Class 46 contains 23611 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 23788 members 
Mstep: Class 49 contains 16036 members 
Mstep: Class 50 contains 19638 members 
Mstep: Class 51 contains 48334 members 
Mstep: Class 52 contains 12634 members 
Mstep: Class 53 contains 10776 members 
Mstep: Class 54 contains 2599 members 
Mstep: Class 55 contains 685 members 
Mstep: Class 56 contains 2209 members 
Mstep: Class 57 contains 5191 members 
Mstep: Class 58 contains 1508 members 
Mstep: Class 59 contains 1082 members 
Mstep: Class 60 contains 30738 members 
Entering Unmasked Estep 
Score: -85717816.000000 Penalty: 129742.546875
Splitting cluster 30 changes total score from -85494856.000000 to -85717816.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 31 (46226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Entering Unmasked Estep 
Score: -6926315.000000 Penalty: 1745.460938
	Iteration 0F: 2 clusters Score -6926315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -6913793.500000 Penalty: 3490.921875
	Iteration 0F: 3 clusters Score -6913794 nChanged 21580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -6926170.500000 Penalty: 3490.921875
	Iteration 1F: 3 clusters Score -6926170 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -6926943.500000 Penalty: 3490.921875
	Iteration 2F: 3 clusters Score -6926944 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -6927875.000000 Penalty: 3490.921875
	Iteration 3F: 3 clusters Score -6927875 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -6928858.000000 Penalty: 3490.921875
	Iteration 4F: 3 clusters Score -6928858 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -6930288.500000 Penalty: 3490.921875
	Iteration 5F: 3 clusters Score -6930288 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -6932262.000000 Penalty: 3490.921875
	Iteration 6F: 3 clusters Score -6932262 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -6935030.000000 Penalty: 3490.921875
	Iteration 7F: 3 clusters Score -6935030 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -6938139.500000 Penalty: 3490.921875
	Iteration 8F: 3 clusters Score -6938140 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -6940379.000000 Penalty: 3490.921875
	Iteration 9F: 3 clusters Score -6940379 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -6942112.500000 Penalty: 3490.921875
	Iteration 10Q: 3 clusters Score -6942112 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -6943810.500000 Penalty: 3490.921875
	Iteration 11Q: 3 clusters Score -6943810 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -6945859.500000 Penalty: 3490.921875
	Iteration 12Q: 3 clusters Score -6945860 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -6948716.500000 Penalty: 3490.921875
	Iteration 13Q: 3 clusters Score -6948716 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -6954366.500000 Penalty: 3490.921875
	Iteration 14Q: 3 clusters Score -6954366 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -6965774.000000 Penalty: 3490.921875
	Iteration 15Q: 3 clusters Score -6965774 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -6970377.000000 Penalty: 3490.921875
	Iteration 16Q: 3 clusters Score -6970377 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -6970678.000000 Penalty: 3490.921875
	Iteration 17Q: 3 clusters Score -6970678 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -6970762.000000 Penalty: 3490.921875
	Iteration 18Q: 3 clusters Score -6970762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -6970800.000000 Penalty: 3490.921875
	Iteration 19Q: 3 clusters Score -6970800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -6970792.500000 Penalty: 3490.921875
	Iteration 20F: 3 clusters Score -6970792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -6970794.500000 Penalty: 3490.921875
	Iteration 21Q: 3 clusters Score -6970794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -6970794.500000 Penalty: 3490.921875
	Iteration 22F: 3 clusters Score -6970794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 124 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 33026 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 17498 members 
Mstep: Class 21 contains 29051 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 5796 members 
Mstep: Class 24 contains 3861 members 
Mstep: Class 25 contains 625 members 
Mstep: Class 26 contains 1714 members 
Mstep: Class 27 contains 7241 members 
Mstep: Class 28 contains 1460 members 
Mstep: Class 29 contains 344 members 
Mstep: Class 30 contains 29851 members 
Mstep: Class 31 contains 27084 members 
Mstep: Class 32 contains 5159 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 9915 members 
Mstep: Class 35 contains 6091 members 
Mstep: Class 36 contains 1939 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 17948 members 
Mstep: Class 40 contains 13172 members 
Mstep: Class 41 contains 5854 members 
Mstep: Class 42 contains 3990 members 
Mstep: Class 43 contains 128 members 
Mstep: Class 44 contains 2470 members 
Mstep: Class 45 contains 3116 members 
Mstep: Class 46 contains 23611 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 23788 members 
Mstep: Class 49 contains 16036 members 
Mstep: Class 50 contains 19638 members 
Mstep: Class 51 contains 48334 members 
Mstep: Class 52 contains 12634 members 
Mstep: Class 53 contains 10776 members 
Mstep: Class 54 contains 2599 members 
Mstep: Class 55 contains 685 members 
Mstep: Class 56 contains 2209 members 
Mstep: Class 57 contains 5191 members 
Mstep: Class 58 contains 1508 members 
Mstep: Class 59 contains 1082 members 
Mstep: Class 60 contains 30738 members 
Mstep: Class 61 contains 19142 members 
Entering Unmasked Estep 
Score: -85761312.000000 Penalty: 131904.921875
Splitting cluster 31 changes total score from -85494856.000000 to -85761312.000000
So it's getting split into cluster 61.
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 9116 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 1531 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 14378 members 
Mstep: Class 9 contains 16473 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 15112 members 
Mstep: Class 13 contains 124 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 33026 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 17498 members 
Mstep: Class 21 contains 29051 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 5796 members 
Mstep: Class 24 contains 3861 members 
Mstep: Class 25 contains 625 members 
Mstep: Class 26 contains 1714 members 
Mstep: Class 27 contains 7241 members 
Mstep: Class 28 contains 1460 members 
Mstep: Class 29 contains 344 members 
Mstep: Class 30 contains 29851 members 
Mstep: Class 31 contains 27084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85797464.000000 Penalty: 131904.921875
Iteration 79Q: 62 clusters Score -8.579746e+07 nChanged 31121
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 9745 members 
Mstep: Class 4 contains 22444 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 2473 members 
Mstep: Class 7 contains 5432 members 
Mstep: Class 8 contains 14696 members 
Mstep: Class 9 contains 16794 members 
Mstep: Class 10 contains 2608 members 
Mstep: Class 11 contains 2036 members 
Mstep: Class 12 contains 15036 members 
Mstep: Class 13 contains 167 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 32548 members 
Mstep: Class 17 contains 3355 members 
Mstep: Class 18 contains 27189 members 
Mstep: Class 19 contains 970 members 
Mstep: Class 20 contains 18754 members 
Mstep: Class 21 contains 29584 members 
Mstep: Class 22 contains 8251 members 
Mstep: Class 23 contains 6671 members 
Mstep: Class 24 contains 4025 members 
Mstep: Class 25 contains 557 members 
Mstep: Class 26 contains 2057 members 
Mstep: Class 27 contains 7329 members 
Mstep: Class 28 contains 1541 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 31769 members 
Mstep: Class 31 contains 29949 members 
Mstep: Class 32 contains 4903 members 
Mstep: Class 33 contains 2195 members 
Mstep: Class 34 contains 9848 members 
Mstep: Class 35 contains 6097 members 
Mstep: Class 36 contains 1760 members 
Mstep: Class 37 contains 4389 members 
Mstep: Class 38 contains 7564 members 
Mstep: Class 39 contains 17125 members 
Mstep: Class 40 contains 11501 members 
Mstep: Class 41 contains 5965 members 
Mstep: Class 42 contains 3805 members 
Mstep: Class 43 contains 128 members 
Mstep: Class 44 contains 2117 members 
Mstep: Class 45 contains 2815 members 
Mstep: Class 46 contains 22094 members 
Mstep: Class 47 contains 1430 members 
Mstep: Class 48 contains 23537 members 
Mstep: Class 49 contains 14673 members 
Mstep: Class 50 contains 19506 members 
Mstep: Class 51 contains 48057 members 
Mstep: Class 52 contains 11835 members 
Mstep: Class 53 contains 10252 members 
Mstep: Class 54 contains 2242 members 
Mstep: Class 55 contains 690 members 
Mstep: Class 56 contains 2045 members 
Mstep: Class 57 contains 5037 members 
Mstep: Class 58 contains 1481 members 
Mstep: Class 59 contains 1151 members 
Mstep: Class 60 contains 29844 members 
Mstep: Class 61 contains 19424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85819440.000000 Penalty: 131904.921875
Iteration 80F: 62 clusters Score -8.581944e+07 nChanged 21714
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 9867 members 
Mstep: Class 4 contains 21967 members 
Mstep: Class 5 contains 1682 members 
Mstep: Class 6 contains 2359 members 
Mstep: Class 7 contains 5159 members 
Mstep: Class 8 contains 14756 members 
Mstep: Class 9 contains 16324 members 
Mstep: Class 10 contains 2719 members 
Mstep: Class 11 contains 2092 members 
Mstep: Class 12 contains 14906 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 31793 members 
Mstep: Class 17 contains 3202 members 
Mstep: Class 18 contains 26710 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 17834 members 
Mstep: Class 21 contains 29148 members 
Mstep: Class 22 contains 7083 members 
Mstep: Class 23 contains 6937 members 
Mstep: Class 24 contains 4029 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 2176 members 
Mstep: Class 27 contains 7055 members 
Mstep: Class 28 contains 1521 members 
Mstep: Class 29 contains 344 members 
Mstep: Class 30 contains 32554 members 
Mstep: Class 31 contains 31724 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 2163 members 
Mstep: Class 34 contains 9894 members 
Mstep: Class 35 contains 6156 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 4620 members 
Mstep: Class 38 contains 7526 members 
Mstep: Class 39 contains 17243 members 
Mstep: Class 40 contains 11654 members 
Mstep: Class 41 contains 6323 members 
Mstep: Class 42 contains 3831 members 
Mstep: Class 43 contains 132 members 
Mstep: Class 44 contains 2093 members 
Mstep: Class 45 contains 2854 members 
Mstep: Class 46 contains 21178 members 
Mstep: Class 47 contains 1508 members 
Mstep: Class 48 contains 23508 members 
Mstep: Class 49 contains 14675 members 
Mstep: Class 50 contains 19512 members 
Mstep: Class 51 contains 47761 members 
Mstep: Class 52 contains 11766 members 
Mstep: Class 53 contains 10321 members 
Mstep: Class 54 contains 2159 members 
Mstep: Class 55 contains 759 members 
Mstep: Class 56 contains 1995 members 
Mstep: Class 57 contains 5096 members 
Mstep: Class 58 contains 1590 members 
Mstep: Class 59 contains 1238 members 
Mstep: Class 60 contains 31405 members 
Mstep: Class 61 contains 20329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85825864.000000 Penalty: 131904.921875
Iteration 81Q: 62 clusters Score -8.582586e+07 nChanged 12430
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 9987 members 
Mstep: Class 4 contains 21704 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 5012 members 
Mstep: Class 8 contains 14862 members 
Mstep: Class 9 contains 16292 members 
Mstep: Class 10 contains 2798 members 
Mstep: Class 11 contains 2130 members 
Mstep: Class 12 contains 14850 members 
Mstep: Class 13 contains 254 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 2059 members 
Mstep: Class 16 contains 31384 members 
Mstep: Class 17 contains 3149 members 
Mstep: Class 18 contains 26388 members 
Mstep: Class 19 contains 1051 members 
Mstep: Class 20 contains 17108 members 
Mstep: Class 21 contains 28798 members 
Mstep: Class 22 contains 6301 members 
Mstep: Class 23 contains 7134 members 
Mstep: Class 24 contains 4053 members 
Mstep: Class 25 contains 485 members 
Mstep: Class 26 contains 2195 members 
Mstep: Class 27 contains 6944 members 
Mstep: Class 28 contains 1521 members 
Mstep: Class 29 contains 338 members 
Mstep: Class 30 contains 33303 members 
Mstep: Class 31 contains 33101 members 
Mstep: Class 32 contains 4748 members 
Mstep: Class 33 contains 2150 members 
Mstep: Class 34 contains 9951 members 
Mstep: Class 35 contains 6184 members 
Mstep: Class 36 contains 1752 members 
Mstep: Class 37 contains 4734 members 
Mstep: Class 38 contains 7500 members 
Mstep: Class 39 contains 17407 members 
Mstep: Class 40 contains 11997 members 
Mstep: Class 41 contains 6477 members 
Mstep: Class 42 contains 3832 members 
Mstep: Class 43 contains 133 members 
Mstep: Class 44 contains 2122 members 
Mstep: Class 45 contains 2862 members 
Mstep: Class 46 contains 20275 members 
Mstep: Class 47 contains 1565 members 
Mstep: Class 48 contains 23402 members 
Mstep: Class 49 contains 14664 members 
Mstep: Class 50 contains 19400 members 
Mstep: Class 51 contains 47447 members 
Mstep: Class 52 contains 11716 members 
Mstep: Class 53 contains 10319 members 
Mstep: Class 54 contains 2070 members 
Mstep: Class 55 contains 792 members 
Mstep: Class 56 contains 1982 members 
Mstep: Class 57 contains 5108 members 
Mstep: Class 58 contains 1616 members 
Mstep: Class 59 contains 1276 members 
Mstep: Class 60 contains 31891 members 
Mstep: Class 61 contains 20988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85830152.000000 Penalty: 131904.921875
Iteration 82Q: 62 clusters Score -8.583015e+07 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 10071 members 
Mstep: Class 4 contains 21494 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 4913 members 
Mstep: Class 8 contains 14982 members 
Mstep: Class 9 contains 16403 members 
Mstep: Class 10 contains 2833 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 14788 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 1938 members 
Mstep: Class 15 contains 2058 members 
Mstep: Class 16 contains 31202 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 26168 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 20 contains 16448 members 
Mstep: Class 21 contains 28507 members 
Mstep: Class 22 contains 5693 members 
Mstep: Class 23 contains 7291 members 
Mstep: Class 24 contains 4073 members 
Mstep: Class 25 contains 485 members 
Mstep: Class 26 contains 2207 members 
Mstep: Class 27 contains 6885 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 333 members 
Mstep: Class 30 contains 33845 members 
Mstep: Class 31 contains 34140 members 
Mstep: Class 32 contains 4689 members 
Mstep: Class 33 contains 2134 members 
Mstep: Class 34 contains 10010 members 
Mstep: Class 35 contains 6211 members 
Mstep: Class 36 contains 1746 members 
Mstep: Class 37 contains 4856 members 
Mstep: Class 38 contains 7447 members 
Mstep: Class 39 contains 17566 members 
Mstep: Class 40 contains 12358 members 
Mstep: Class 41 contains 6584 members 
Mstep: Class 42 contains 3828 members 
Mstep: Class 43 contains 135 members 
Mstep: Class 44 contains 2153 members 
Mstep: Class 45 contains 2866 members 
Mstep: Class 46 contains 19461 members 
Mstep: Class 47 contains 1584 members 
Mstep: Class 48 contains 23259 members 
Mstep: Class 49 contains 14678 members 
Mstep: Class 50 contains 19207 members 
Mstep: Class 51 contains 47195 members 
Mstep: Class 52 contains 11743 members 
Mstep: Class 53 contains 10279 members 
Mstep: Class 54 contains 2002 members 
Mstep: Class 55 contains 826 members 
Mstep: Class 56 contains 1966 members 
Mstep: Class 57 contains 5116 members 
Mstep: Class 58 contains 1631 members 
Mstep: Class 59 contains 1308 members 
Mstep: Class 60 contains 32234 members 
Mstep: Class 61 contains 21498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85832824.000000 Penalty: 131904.921875
Iteration 83Q: 62 clusters Score -8.583282e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 10129 members 
Mstep: Class 4 contains 21356 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 4830 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 16572 members 
Mstep: Class 10 contains 2856 members 
Mstep: Class 11 contains 2178 members 
Mstep: Class 12 contains 14674 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1989 members 
Mstep: Class 15 contains 2060 members 
Mstep: Class 16 contains 31266 members 
Mstep: Class 17 contains 3087 members 
Mstep: Class 18 contains 25983 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 15913 members 
Mstep: Class 21 contains 28338 members 
Mstep: Class 22 contains 5214 members 
Mstep: Class 23 contains 7441 members 
Mstep: Class 24 contains 4092 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 2204 members 
Mstep: Class 27 contains 6855 members 
Mstep: Class 28 contains 1525 members 
Mstep: Class 29 contains 334 members 
Mstep: Class 30 contains 34242 members 
Mstep: Class 31 contains 34906 members 
Mstep: Class 32 contains 4629 members 
Mstep: Class 33 contains 2130 members 
Mstep: Class 34 contains 10053 members 
Mstep: Class 35 contains 6223 members 
Mstep: Class 36 contains 1738 members 
Mstep: Class 37 contains 4968 members 
Mstep: Class 38 contains 7388 members 
Mstep: Class 39 contains 17708 members 
Mstep: Class 40 contains 12670 members 
Mstep: Class 41 contains 6649 members 
Mstep: Class 42 contains 3821 members 
Mstep: Class 43 contains 143 members 
Mstep: Class 44 contains 2178 members 
Mstep: Class 45 contains 2870 members 
Mstep: Class 46 contains 18665 members 
Mstep: Class 47 contains 1602 members 
Mstep: Class 48 contains 23137 members 
Mstep: Class 49 contains 14694 members 
Mstep: Class 50 contains 18959 members 
Mstep: Class 51 contains 47021 members 
Mstep: Class 52 contains 11792 members 
Mstep: Class 53 contains 10184 members 
Mstep: Class 54 contains 1950 members 
Mstep: Class 55 contains 869 members 
Mstep: Class 56 contains 1949 members 
Mstep: Class 57 contains 5113 members 
Mstep: Class 58 contains 1637 members 
Mstep: Class 59 contains 1324 members 
Mstep: Class 60 contains 32492 members 
Mstep: Class 61 contains 21829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85835872.000000 Penalty: 131904.921875
Iteration 84Q: 62 clusters Score -8.583587e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 10174 members 
Mstep: Class 4 contains 21251 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 4772 members 
Mstep: Class 8 contains 15197 members 
Mstep: Class 9 contains 16774 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 14537 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 2015 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 31499 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 25882 members 
Mstep: Class 19 contains 1091 members 
Mstep: Class 20 contains 15452 members 
Mstep: Class 21 contains 28228 members 
Mstep: Class 22 contains 4799 members 
Mstep: Class 23 contains 7562 members 
Mstep: Class 24 contains 4098 members 
Mstep: Class 25 contains 484 members 
Mstep: Class 26 contains 2206 members 
Mstep: Class 27 contains 6822 members 
Mstep: Class 28 contains 1525 members 
Mstep: Class 29 contains 343 members 
Mstep: Class 30 contains 34553 members 
Mstep: Class 31 contains 35371 members 
Mstep: Class 32 contains 4588 members 
Mstep: Class 33 contains 2126 members 
Mstep: Class 34 contains 10086 members 
Mstep: Class 35 contains 6227 members 
Mstep: Class 36 contains 1743 members 
Mstep: Class 37 contains 5073 members 
Mstep: Class 38 contains 7326 members 
Mstep: Class 39 contains 17816 members 
Mstep: Class 40 contains 12997 members 
Mstep: Class 41 contains 6692 members 
Mstep: Class 42 contains 3803 members 
Mstep: Class 43 contains 151 members 
Mstep: Class 44 contains 2200 members 
Mstep: Class 45 contains 2866 members 
Mstep: Class 46 contains 17981 members 
Mstep: Class 47 contains 1612 members 
Mstep: Class 48 contains 23005 members 
Mstep: Class 49 contains 14733 members 
Mstep: Class 50 contains 18675 members 
Mstep: Class 51 contains 46893 members 
Mstep: Class 52 contains 11828 members 
Mstep: Class 53 contains 10081 members 
Mstep: Class 54 contains 1920 members 
Mstep: Class 55 contains 897 members 
Mstep: Class 56 contains 1961 members 
Mstep: Class 57 contains 5112 members 
Mstep: Class 58 contains 1639 members 
Mstep: Class 59 contains 1335 members 
Mstep: Class 60 contains 32717 members 
Mstep: Class 61 contains 22064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85838304.000000 Penalty: 131904.921875
Iteration 85Q: 62 clusters Score -8.58383e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 10190 members 
Mstep: Class 4 contains 21180 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 4732 members 
Mstep: Class 8 contains 15277 members 
Mstep: Class 9 contains 16961 members 
Mstep: Class 10 contains 2854 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 14537 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 2034 members 
Mstep: Class 15 contains 2080 members 
Mstep: Class 16 contains 31707 members 
Mstep: Class 17 contains 3058 members 
Mstep: Class 18 contains 25827 members 
Mstep: Class 19 contains 1091 members 
Mstep: Class 20 contains 14971 members 
Mstep: Class 21 contains 28166 members 
Mstep: Class 22 contains 4440 members 
Mstep: Class 23 contains 7675 members 
Mstep: Class 24 contains 4089 members 
Mstep: Class 25 contains 483 members 
Mstep: Class 26 contains 2199 members 
Mstep: Class 27 contains 6816 members 
Mstep: Class 28 contains 1522 members 
Mstep: Class 29 contains 348 members 
Mstep: Class 30 contains 34782 members 
Mstep: Class 31 contains 35774 members 
Mstep: Class 32 contains 4563 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 10108 members 
Mstep: Class 35 contains 6242 members 
Mstep: Class 36 contains 1745 members 
Mstep: Class 37 contains 5157 members 
Mstep: Class 38 contains 7266 members 
Mstep: Class 39 contains 17890 members 
Mstep: Class 40 contains 13326 members 
Mstep: Class 41 contains 6718 members 
Mstep: Class 42 contains 3789 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 2234 members 
Mstep: Class 45 contains 2862 members 
Mstep: Class 46 contains 17381 members 
Mstep: Class 47 contains 1615 members 
Mstep: Class 48 contains 22886 members 
Mstep: Class 49 contains 14760 members 
Mstep: Class 50 contains 18447 members 
Mstep: Class 51 contains 46782 members 
Mstep: Class 52 contains 11850 members 
Mstep: Class 53 contains 9989 members 
Mstep: Class 54 contains 1887 members 
Mstep: Class 55 contains 915 members 
Mstep: Class 56 contains 1980 members 
Mstep: Class 57 contains 5108 members 
Mstep: Class 58 contains 1636 members 
Mstep: Class 59 contains 1349 members 
Mstep: Class 60 contains 32975 members 
Mstep: Class 61 contains 22221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85840208.000000 Penalty: 131904.921875
Iteration 86Q: 62 clusters Score -8.584021e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 10187 members 
Mstep: Class 4 contains 21113 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 15328 members 
Mstep: Class 9 contains 17152 members 
Mstep: Class 10 contains 2847 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 12 contains 14545 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 2067 members 
Mstep: Class 15 contains 2071 members 
Mstep: Class 16 contains 31918 members 
Mstep: Class 17 contains 3051 members 
Mstep: Class 18 contains 25801 members 
Mstep: Class 19 contains 1092 members 
Mstep: Class 20 contains 14533 members 
Mstep: Class 21 contains 28150 members 
Mstep: Class 22 contains 4151 members 
Mstep: Class 23 contains 7777 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 480 members 
Mstep: Class 26 contains 2194 members 
Mstep: Class 27 contains 6804 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 349 members 
Mstep: Class 30 contains 34968 members 
Mstep: Class 31 contains 36068 members 
Mstep: Class 32 contains 4544 members 
Mstep: Class 33 contains 2121 members 
Mstep: Class 34 contains 10132 members 
Mstep: Class 35 contains 6247 members 
Mstep: Class 36 contains 1739 members 
Mstep: Class 37 contains 5252 members 
Mstep: Class 38 contains 7207 members 
Mstep: Class 39 contains 17941 members 
Mstep: Class 40 contains 13600 members 
Mstep: Class 41 contains 6741 members 
Mstep: Class 42 contains 3777 members 
Mstep: Class 43 contains 169 members 
Mstep: Class 44 contains 2255 members 
Mstep: Class 45 contains 2861 members 
Mstep: Class 46 contains 16875 members 
Mstep: Class 47 contains 1630 members 
Mstep: Class 48 contains 22799 members 
Mstep: Class 49 contains 14782 members 
Mstep: Class 50 contains 18241 members 
Mstep: Class 51 contains 46687 members 
Mstep: Class 52 contains 11885 members 
Mstep: Class 53 contains 9884 members 
Mstep: Class 54 contains 1843 members 
Mstep: Class 55 contains 926 members 
Mstep: Class 56 contains 2012 members 
Mstep: Class 57 contains 5110 members 
Mstep: Class 58 contains 1639 members 
Mstep: Class 59 contains 1362 members 
Mstep: Class 60 contains 33190 members 
Mstep: Class 61 contains 22321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85841256.000000 Penalty: 131904.921875
Iteration 87Q: 62 clusters Score -8.584126e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 10176 members 
Mstep: Class 4 contains 21074 members 
Mstep: Class 5 contains 1679 members 
Mstep: Class 6 contains 2155 members 
Mstep: Class 7 contains 4677 members 
Mstep: Class 8 contains 15355 members 
Mstep: Class 9 contains 17307 members 
Mstep: Class 10 contains 2849 members 
Mstep: Class 11 contains 2288 members 
Mstep: Class 12 contains 14550 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 2098 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 32066 members 
Mstep: Class 17 contains 3058 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 14132 members 
Mstep: Class 21 contains 28166 members 
Mstep: Class 22 contains 3895 members 
Mstep: Class 23 contains 7867 members 
Mstep: Class 24 contains 4100 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2188 members 
Mstep: Class 27 contains 6796 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 353 members 
Mstep: Class 30 contains 35164 members 
Mstep: Class 31 contains 36337 members 
Mstep: Class 32 contains 4525 members 
Mstep: Class 33 contains 2126 members 
Mstep: Class 34 contains 10153 members 
Mstep: Class 35 contains 6240 members 
Mstep: Class 36 contains 1738 members 
Mstep: Class 37 contains 5324 members 
Mstep: Class 38 contains 7158 members 
Mstep: Class 39 contains 17970 members 
Mstep: Class 40 contains 13860 members 
Mstep: Class 41 contains 6755 members 
Mstep: Class 42 contains 3782 members 
Mstep: Class 43 contains 175 members 
Mstep: Class 44 contains 2267 members 
Mstep: Class 45 contains 2860 members 
Mstep: Class 46 contains 16459 members 
Mstep: Class 47 contains 1647 members 
Mstep: Class 48 contains 22744 members 
Mstep: Class 49 contains 14805 members 
Mstep: Class 50 contains 18048 members 
Mstep: Class 51 contains 46612 members 
Mstep: Class 52 contains 11906 members 
Mstep: Class 53 contains 9782 members 
Mstep: Class 54 contains 1810 members 
Mstep: Class 55 contains 938 members 
Mstep: Class 56 contains 2039 members 
Mstep: Class 57 contains 5105 members 
Mstep: Class 58 contains 1642 members 
Mstep: Class 59 contains 1363 members 
Mstep: Class 60 contains 33371 members 
Mstep: Class 61 contains 22369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85841960.000000 Penalty: 131904.921875
Iteration 88Q: 62 clusters Score -8.584196e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 10183 members 
Mstep: Class 4 contains 21031 members 
Mstep: Class 5 contains 1688 members 
Mstep: Class 6 contains 2155 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 15382 members 
Mstep: Class 9 contains 17458 members 
Mstep: Class 10 contains 2832 members 
Mstep: Class 11 contains 2301 members 
Mstep: Class 12 contains 14553 members 
Mstep: Class 13 contains 516 members 
Mstep: Class 14 contains 2128 members 
Mstep: Class 15 contains 2065 members 
Mstep: Class 16 contains 32212 members 
Mstep: Class 17 contains 3059 members 
Mstep: Class 18 contains 25750 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 13732 members 
Mstep: Class 21 contains 28192 members 
Mstep: Class 22 contains 3664 members 
Mstep: Class 23 contains 7956 members 
Mstep: Class 24 contains 4109 members 
Mstep: Class 25 contains 473 members 
Mstep: Class 26 contains 2172 members 
Mstep: Class 27 contains 6787 members 
Mstep: Class 28 contains 1535 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 35391 members 
Mstep: Class 31 contains 36493 members 
Mstep: Class 32 contains 4504 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 10165 members 
Mstep: Class 35 contains 6238 members 
Mstep: Class 36 contains 1739 members 
Mstep: Class 37 contains 5392 members 
Mstep: Class 38 contains 7121 members 
Mstep: Class 39 contains 18005 members 
Mstep: Class 40 contains 14075 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3788 members 
Mstep: Class 43 contains 180 members 
Mstep: Class 44 contains 2288 members 
Mstep: Class 45 contains 2857 members 
Mstep: Class 46 contains 16139 members 
Mstep: Class 47 contains 1666 members 
Mstep: Class 48 contains 22705 members 
Mstep: Class 49 contains 14837 members 
Mstep: Class 50 contains 17862 members 
Mstep: Class 51 contains 46541 members 
Mstep: Class 52 contains 11944 members 
Mstep: Class 53 contains 9671 members 
Mstep: Class 54 contains 1776 members 
Mstep: Class 55 contains 941 members 
Mstep: Class 56 contains 2076 members 
Mstep: Class 57 contains 5109 members 
Mstep: Class 58 contains 1648 members 
Mstep: Class 59 contains 1368 members 
Mstep: Class 60 contains 33510 members 
Mstep: Class 61 contains 22403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85842376.000000 Penalty: 131904.921875
Iteration 89Q: 62 clusters Score -8.584238e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 10187 members 
Mstep: Class 4 contains 21007 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 4638 members 
Mstep: Class 8 contains 15420 members 
Mstep: Class 9 contains 17609 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 2294 members 
Mstep: Class 12 contains 14549 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 2164 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 32357 members 
Mstep: Class 17 contains 3052 members 
Mstep: Class 18 contains 25693 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 13315 members 
Mstep: Class 21 contains 28243 members 
Mstep: Class 22 contains 3425 members 
Mstep: Class 23 contains 8037 members 
Mstep: Class 24 contains 4108 members 
Mstep: Class 25 contains 470 members 
Mstep: Class 26 contains 2160 members 
Mstep: Class 27 contains 6787 members 
Mstep: Class 28 contains 1537 members 
Mstep: Class 29 contains 352 members 
Mstep: Class 30 contains 35612 members 
Mstep: Class 31 contains 36613 members 
Mstep: Class 32 contains 4488 members 
Mstep: Class 33 contains 2121 members 
Mstep: Class 34 contains 10168 members 
Mstep: Class 35 contains 6234 members 
Mstep: Class 36 contains 1742 members 
Mstep: Class 37 contains 5434 members 
Mstep: Class 38 contains 7090 members 
Mstep: Class 39 contains 18036 members 
Mstep: Class 40 contains 14325 members 
Mstep: Class 41 contains 6778 members 
Mstep: Class 42 contains 3800 members 
Mstep: Class 43 contains 182 members 
Mstep: Class 44 contains 2300 members 
Mstep: Class 45 contains 2858 members 
Mstep: Class 46 contains 15882 members 
Mstep: Class 47 contains 1676 members 
Mstep: Class 48 contains 22688 members 
Mstep: Class 49 contains 14835 members 
Mstep: Class 50 contains 17684 members 
Mstep: Class 51 contains 46480 members 
Mstep: Class 52 contains 11984 members 
Mstep: Class 53 contains 9596 members 
Mstep: Class 54 contains 1750 members 
Mstep: Class 55 contains 951 members 
Mstep: Class 56 contains 2095 members 
Mstep: Class 57 contains 5108 members 
Mstep: Class 58 contains 1650 members 
Mstep: Class 59 contains 1375 members 
Mstep: Class 60 contains 33645 members 
Mstep: Class 61 contains 22409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85843096.000000 Penalty: 131904.921875
Iteration 90Q: 62 clusters Score -8.58431e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1292 members 
Mstep: Class 3 contains 10161 members 
Mstep: Class 4 contains 20984 members 
Mstep: Class 5 contains 1704 members 
Mstep: Class 6 contains 2150 members 
Mstep: Class 7 contains 4622 members 
Mstep: Class 8 contains 15461 members 
Mstep: Class 9 contains 17784 members 
Mstep: Class 10 contains 2807 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 14547 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 2188 members 
Mstep: Class 15 contains 2070 members 
Mstep: Class 16 contains 32492 members 
Mstep: Class 17 contains 3061 members 
Mstep: Class 18 contains 25654 members 
Mstep: Class 19 contains 1086 members 
Mstep: Class 20 contains 12938 members 
Mstep: Class 21 contains 28292 members 
Mstep: Class 22 contains 3203 members 
Mstep: Class 23 contains 8101 members 
Mstep: Class 24 contains 4115 members 
Mstep: Class 25 contains 468 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 6777 members 
Mstep: Class 28 contains 1537 members 
Mstep: Class 29 contains 353 members 
Mstep: Class 30 contains 35811 members 
Mstep: Class 31 contains 36732 members 
Mstep: Class 32 contains 4474 members 
Mstep: Class 33 contains 2116 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 6230 members 
Mstep: Class 36 contains 1739 members 
Mstep: Class 37 contains 5482 members 
Mstep: Class 38 contains 7072 members 
Mstep: Class 39 contains 18068 members 
Mstep: Class 40 contains 14552 members 
Mstep: Class 41 contains 6795 members 
Mstep: Class 42 contains 3810 members 
Mstep: Class 43 contains 185 members 
Mstep: Class 44 contains 2309 members 
Mstep: Class 45 contains 2853 members 
Mstep: Class 46 contains 15646 members 
Mstep: Class 47 contains 1684 members 
Mstep: Class 48 contains 22647 members 
Mstep: Class 49 contains 14829 members 
Mstep: Class 50 contains 17494 members 
Mstep: Class 51 contains 46429 members 
Mstep: Class 52 contains 12033 members 
Mstep: Class 53 contains 9504 members 
Mstep: Class 54 contains 1735 members 
Mstep: Class 55 contains 953 members 
Mstep: Class 56 contains 2115 members 
Mstep: Class 57 contains 5107 members 
Mstep: Class 58 contains 1651 members 
Mstep: Class 59 contains 1379 members 
Mstep: Class 60 contains 33771 members 
Mstep: Class 61 contains 22406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85843160.000000 Penalty: 131904.921875
Iteration 91Q: 62 clusters Score -8.584316e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1293 members 
Mstep: Class 3 contains 10147 members 
Mstep: Class 4 contains 20969 members 
Mstep: Class 5 contains 1706 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 4606 members 
Mstep: Class 8 contains 15513 members 
Mstep: Class 9 contains 17938 members 
Mstep: Class 10 contains 2797 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 14548 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 2204 members 
Mstep: Class 15 contains 2062 members 
Mstep: Class 16 contains 32599 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 25599 members 
Mstep: Class 19 contains 1085 members 
Mstep: Class 20 contains 12558 members 
Mstep: Class 21 contains 28354 members 
Mstep: Class 22 contains 3014 members 
Mstep: Class 23 contains 8168 members 
Mstep: Class 24 contains 4111 members 
Mstep: Class 25 contains 468 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 6770 members 
Mstep: Class 28 contains 1536 members 
Mstep: Class 29 contains 353 members 
Mstep: Class 30 contains 35981 members 
Mstep: Class 31 contains 36830 members 
Mstep: Class 32 contains 4464 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 10184 members 
Mstep: Class 35 contains 6225 members 
Mstep: Class 36 contains 1742 members 
Mstep: Class 37 contains 5528 members 
Mstep: Class 38 contains 7050 members 
Mstep: Class 39 contains 18094 members 
Mstep: Class 40 contains 14800 members 
Mstep: Class 41 contains 6810 members 
Mstep: Class 42 contains 3825 members 
Mstep: Class 43 contains 185 members 
Mstep: Class 44 contains 2308 members 
Mstep: Class 45 contains 2852 members 
Mstep: Class 46 contains 15445 members 
Mstep: Class 47 contains 1692 members 
Mstep: Class 48 contains 22624 members 
Mstep: Class 49 contains 14833 members 
Mstep: Class 50 contains 17297 members 
Mstep: Class 51 contains 46370 members 
Mstep: Class 52 contains 12072 members 
Mstep: Class 53 contains 9429 members 
Mstep: Class 54 contains 1726 members 
Mstep: Class 55 contains 955 members 
Mstep: Class 56 contains 2132 members 
Mstep: Class 57 contains 5111 members 
Mstep: Class 58 contains 1655 members 
Mstep: Class 59 contains 1382 members 
Mstep: Class 60 contains 33894 members 
Mstep: Class 61 contains 22389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85843560.000000 Penalty: 131904.921875
Iteration 92Q: 62 clusters Score -8.584356e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1292 members 
Mstep: Class 3 contains 10143 members 
Mstep: Class 4 contains 20957 members 
Mstep: Class 5 contains 1713 members 
Mstep: Class 6 contains 2144 members 
Mstep: Class 7 contains 4592 members 
Mstep: Class 8 contains 15554 members 
Mstep: Class 9 contains 18077 members 
Mstep: Class 10 contains 2792 members 
Mstep: Class 11 contains 2351 members 
Mstep: Class 12 contains 14549 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 15 contains 2058 members 
Mstep: Class 16 contains 32663 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 25540 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 28407 members 
Mstep: Class 22 contains 2837 members 
Mstep: Class 23 contains 8227 members 
Mstep: Class 24 contains 4109 members 
Mstep: Class 25 contains 468 members 
Mstep: Class 26 contains 2148 members 
Mstep: Class 27 contains 6765 members 
Mstep: Class 28 contains 1532 members 
Mstep: Class 29 contains 353 members 
Mstep: Class 30 contains 36103 members 
Mstep: Class 31 contains 36924 members 
Mstep: Class 32 contains 4449 members 
Mstep: Class 33 contains 2109 members 
Mstep: Class 34 contains 10183 members 
Mstep: Class 35 contains 6222 members 
Mstep: Class 36 contains 1742 members 
Mstep: Class 37 contains 5577 members 
Mstep: Class 38 contains 7023 members 
Mstep: Class 39 contains 18117 members 
Mstep: Class 40 contains 14990 members 
Mstep: Class 41 contains 6813 members 
Mstep: Class 42 contains 3834 members 
Mstep: Class 43 contains 185 members 
Mstep: Class 44 contains 2301 members 
Mstep: Class 45 contains 2855 members 
Mstep: Class 46 contains 15301 members 
Mstep: Class 47 contains 1698 members 
Mstep: Class 48 contains 22622 members 
Mstep: Class 49 contains 14842 members 
Mstep: Class 50 contains 17138 members 
Mstep: Class 51 contains 46315 members 
Mstep: Class 52 contains 12103 members 
Mstep: Class 53 contains 9379 members 
Mstep: Class 54 contains 1725 members 
Mstep: Class 55 contains 957 members 
Mstep: Class 56 contains 2146 members 
Mstep: Class 57 contains 5108 members 
Mstep: Class 58 contains 1655 members 
Mstep: Class 59 contains 1384 members 
Mstep: Class 60 contains 34052 members 
Mstep: Class 61 contains 22389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85844056.000000 Penalty: 131904.921875
Iteration 93Q: 62 clusters Score -8.584406e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 10137 members 
Mstep: Class 4 contains 20936 members 
Mstep: Class 5 contains 1710 members 
Mstep: Class 6 contains 2145 members 
Mstep: Class 7 contains 4580 members 
Mstep: Class 8 contains 15602 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 2787 members 
Mstep: Class 11 contains 2355 members 
Mstep: Class 12 contains 14551 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 2235 members 
Mstep: Class 15 contains 2056 members 
Mstep: Class 16 contains 32709 members 
Mstep: Class 17 contains 3040 members 
Mstep: Class 18 contains 25489 members 
Mstep: Class 19 contains 1084 members 
Mstep: Class 20 contains 11867 members 
Mstep: Class 21 contains 28462 members 
Mstep: Class 22 contains 2688 members 
Mstep: Class 23 contains 8280 members 
Mstep: Class 24 contains 4104 members 
Mstep: Class 25 contains 468 members 
Mstep: Class 26 contains 2146 members 
Mstep: Class 27 contains 6764 members 
Mstep: Class 28 contains 1537 members 
Mstep: Class 29 contains 353 members 
Mstep: Class 30 contains 36222 members 
Mstep: Class 31 contains 36985 members 
Mstep: Class 32 contains 4428 members 
Mstep: Class 33 contains 2113 members 
Mstep: Class 34 contains 10185 members 
Mstep: Class 35 contains 6221 members 
Mstep: Class 36 contains 1743 members 
Mstep: Class 37 contains 5617 members 
Mstep: Class 38 contains 6995 members 
Mstep: Class 39 contains 18135 members 
Mstep: Class 40 contains 15165 members 
Mstep: Class 41 contains 6824 members 
Mstep: Class 42 contains 3853 members 
Mstep: Class 43 contains 185 members 
Mstep: Class 44 contains 2302 members 
Mstep: Class 45 contains 2851 members 
Mstep: Class 46 contains 15183 members 
Mstep: Class 47 contains 1700 members 
Mstep: Class 48 contains 22608 members 
Mstep: Class 49 contains 14861 members 
Mstep: Class 50 contains 16990 members 
Mstep: Class 51 contains 46254 members 
Mstep: Class 52 contains 12139 members 
Mstep: Class 53 contains 9343 members 
Mstep: Class 54 contains 1718 members 
Mstep: Class 55 contains 958 members 
Mstep: Class 56 contains 2153 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1659 members 
Mstep: Class 59 contains 1384 members 
Mstep: Class 60 contains 34201 members 
Mstep: Class 61 contains 22390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85844064.000000 Penalty: 131904.921875
Iteration 94Q: 62 clusters Score -8.584406e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 10135 members 
Mstep: Class 4 contains 20920 members 
Mstep: Class 5 contains 1713 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 4572 members 
Mstep: Class 8 contains 15633 members 
Mstep: Class 9 contains 18345 members 
Mstep: Class 10 contains 2782 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 14551 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 32755 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 25452 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 11543 members 
Mstep: Class 21 contains 28523 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 8338 members 
Mstep: Class 24 contains 4099 members 
Mstep: Class 25 contains 469 members 
Mstep: Class 26 contains 2147 members 
Mstep: Class 27 contains 6762 members 
Mstep: Class 28 contains 1537 members 
Mstep: Class 29 contains 353 members 
Mstep: Class 30 contains 36354 members 
Mstep: Class 31 contains 37038 members 
Mstep: Class 32 contains 4416 members 
Mstep: Class 33 contains 2114 members 
Mstep: Class 34 contains 10192 members 
Mstep: Class 35 contains 6224 members 
Mstep: Class 36 contains 1743 members 
Mstep: Class 37 contains 5656 members 
Mstep: Class 38 contains 6967 members 
Mstep: Class 39 contains 18150 members 
Mstep: Class 40 contains 15302 members 
Mstep: Class 41 contains 6831 members 
Mstep: Class 42 contains 3864 members 
Mstep: Class 43 contains 185 members 
Mstep: Class 44 contains 2302 members 
Mstep: Class 45 contains 2853 members 
Mstep: Class 46 contains 15084 members 
Mstep: Class 47 contains 1701 members 
Mstep: Class 48 contains 22595 members 
Mstep: Class 49 contains 14881 members 
Mstep: Class 50 contains 16833 members 
Mstep: Class 51 contains 46199 members 
Mstep: Class 52 contains 12174 members 
Mstep: Class 53 contains 9311 members 
Mstep: Class 54 contains 1710 members 
Mstep: Class 55 contains 958 members 
Mstep: Class 56 contains 2159 members 
Mstep: Class 57 contains 5101 members 
Mstep: Class 58 contains 1659 members 
Mstep: Class 59 contains 1383 members 
Mstep: Class 60 contains 34341 members 
Mstep: Class 61 contains 22384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85844008.000000 Penalty: 131904.921875
Iteration 95Q: 62 clusters Score -8.584401e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 10129 members 
Mstep: Class 4 contains 20897 members 
Mstep: Class 5 contains 1713 members 
Mstep: Class 6 contains 2143 members 
Mstep: Class 7 contains 4568 members 
Mstep: Class 8 contains 15661 members 
Mstep: Class 9 contains 18437 members 
Mstep: Class 10 contains 2783 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 14551 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 2263 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 32790 members 
Mstep: Class 17 contains 3016 members 
Mstep: Class 18 contains 25429 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 11237 members 
Mstep: Class 21 contains 28591 members 
Mstep: Class 22 contains 2437 members 
Mstep: Class 23 contains 8393 members 
Mstep: Class 24 contains 4103 members 
Mstep: Class 25 contains 470 members 
Mstep: Class 26 contains 2150 members 
Mstep: Class 27 contains 6761 members 
Mstep: Class 28 contains 1535 members 
Mstep: Class 29 contains 354 members 
Mstep: Class 30 contains 36459 members 
Mstep: Class 31 contains 37088 members 
Mstep: Class 32 contains 4410 members 
Mstep: Class 33 contains 2116 members 
Mstep: Class 34 contains 10198 members 
Mstep: Class 35 contains 6224 members 
Mstep: Class 36 contains 1744 members 
Mstep: Class 37 contains 5676 members 
Mstep: Class 38 contains 6955 members 
Mstep: Class 39 contains 18161 members 
Mstep: Class 40 contains 15442 members 
Mstep: Class 41 contains 6834 members 
Mstep: Class 42 contains 3870 members 
Mstep: Class 43 contains 185 members 
Mstep: Class 44 contains 2301 members 
Mstep: Class 45 contains 2855 members 
Mstep: Class 46 contains 15001 members 
Mstep: Class 47 contains 1707 members 
Mstep: Class 48 contains 22584 members 
Mstep: Class 49 contains 14885 members 
Mstep: Class 50 contains 16724 members 
Mstep: Class 51 contains 46157 members 
Mstep: Class 52 contains 12184 members 
Mstep: Class 53 contains 9266 members 
Mstep: Class 54 contains 1707 members 
Mstep: Class 55 contains 959 members 
Mstep: Class 56 contains 2164 members 
Mstep: Class 57 contains 5098 members 
Mstep: Class 58 contains 1656 members 
Mstep: Class 59 contains 1383 members 
Mstep: Class 60 contains 34496 members 
Mstep: Class 61 contains 22358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85843904.000000 Penalty: 131904.921875
Iteration 96Q: 62 clusters Score -8.58439e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 10134 members 
Mstep: Class 4 contains 20875 members 
Mstep: Class 5 contains 1718 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 4563 members 
Mstep: Class 8 contains 15693 members 
Mstep: Class 9 contains 18524 members 
Mstep: Class 10 contains 2778 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 14550 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 32815 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 18 contains 25390 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 10928 members 
Mstep: Class 21 contains 28667 members 
Mstep: Class 22 contains 2330 members 
Mstep: Class 23 contains 8455 members 
Mstep: Class 24 contains 4105 members 
Mstep: Class 25 contains 470 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 6759 members 
Mstep: Class 28 contains 1536 members 
Mstep: Class 29 contains 354 members 
Mstep: Class 30 contains 36550 members 
Mstep: Class 31 contains 37139 members 
Mstep: Class 32 contains 4404 members 
Mstep: Class 33 contains 2116 members 
Mstep: Class 34 contains 10192 members 
Mstep: Class 35 contains 6226 members 
Mstep: Class 36 contains 1744 members 
Mstep: Class 37 contains 5704 members 
Mstep: Class 38 contains 6944 members 
Mstep: Class 39 contains 18170 members 
Mstep: Class 40 contains 15574 members 
Mstep: Class 41 contains 6836 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 185 members 
Mstep: Class 44 contains 2294 members 
Mstep: Class 45 contains 2856 members 
Mstep: Class 46 contains 14926 members 
Mstep: Class 47 contains 1708 members 
Mstep: Class 48 contains 22581 members 
Mstep: Class 49 contains 14890 members 
Mstep: Class 50 contains 16619 members 
Mstep: Class 51 contains 46114 members 
Mstep: Class 52 contains 12207 members 
Mstep: Class 53 contains 9217 members 
Mstep: Class 54 contains 1711 members 
Mstep: Class 55 contains 958 members 
Mstep: Class 56 contains 2174 members 
Mstep: Class 57 contains 5099 members 
Mstep: Class 58 contains 1657 members 
Mstep: Class 59 contains 1386 members 
Mstep: Class 60 contains 34650 members 
Mstep: Class 61 contains 22323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85843888.000000 Penalty: 131904.921875
Iteration 97Q: 62 clusters Score -8.584389e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 10133 members 
Mstep: Class 4 contains 20862 members 
Mstep: Class 5 contains 1720 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 4553 members 
Mstep: Class 8 contains 15717 members 
Mstep: Class 9 contains 18605 members 
Mstep: Class 10 contains 2776 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 14550 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 14 contains 2296 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 32840 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 25350 members 
Mstep: Class 19 contains 1081 members 
Mstep: Class 20 contains 10601 members 
Mstep: Class 21 contains 28720 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 8493 members 
Mstep: Class 24 contains 4107 members 
Mstep: Class 25 contains 469 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 6755 members 
Mstep: Class 28 contains 1537 members 
Mstep: Class 29 contains 354 members 
Mstep: Class 30 contains 36623 members 
Mstep: Class 31 contains 37174 members 
Mstep: Class 32 contains 4404 members 
Mstep: Class 33 contains 2115 members 
Mstep: Class 34 contains 10188 members 
Mstep: Class 35 contains 6225 members 
Mstep: Class 36 contains 1743 members 
Mstep: Class 37 contains 5724 members 
Mstep: Class 38 contains 6939 members 
Mstep: Class 39 contains 18187 members 
Mstep: Class 40 contains 15727 members 
Mstep: Class 41 contains 6837 members 
Mstep: Class 42 contains 3885 members 
Mstep: Class 43 contains 185 members 
Mstep: Class 44 contains 2285 members 
Mstep: Class 45 contains 2858 members 
Mstep: Class 46 contains 14867 members 
Mstep: Class 47 contains 1711 members 
Mstep: Class 48 contains 22582 members 
Mstep: Class 49 contains 14896 members 
Mstep: Class 50 contains 16508 members 
Mstep: Class 51 contains 46093 members 
Mstep: Class 52 contains 12241 members 
Mstep: Class 53 contains 9181 members 
Mstep: Class 54 contains 1712 members 
Mstep: Class 55 contains 959 members 
Mstep: Class 56 contains 2182 members 
Mstep: Class 57 contains 5101 members 
Mstep: Class 58 contains 1657 members 
Mstep: Class 59 contains 1386 members 
Mstep: Class 60 contains 34811 members 
Mstep: Class 61 contains 22288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85844128.000000 Penalty: 131904.921875
Iteration 98Q: 62 clusters Score -8.584413e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 10130 members 
Mstep: Class 4 contains 20853 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 4551 members 
Mstep: Class 8 contains 15725 members 
Mstep: Class 9 contains 18664 members 
Mstep: Class 10 contains 2773 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 14548 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 32857 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 25317 members 
Mstep: Class 19 contains 1081 members 
Mstep: Class 20 contains 10295 members 
Mstep: Class 21 contains 28770 members 
Mstep: Class 22 contains 2149 members 
Mstep: Class 23 contains 8534 members 
Mstep: Class 24 contains 4102 members 
Mstep: Class 25 contains 469 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 6753 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 354 members 
Mstep: Class 30 contains 36721 members 
Mstep: Class 31 contains 37206 members 
Mstep: Class 32 contains 4407 members 
Mstep: Class 33 contains 2114 members 
Mstep: Class 34 contains 10183 members 
Mstep: Class 35 contains 6226 members 
Mstep: Class 36 contains 1743 members 
Mstep: Class 37 contains 5739 members 
Mstep: Class 38 contains 6929 members 
Mstep: Class 39 contains 18204 members 
Mstep: Class 40 contains 15863 members 
Mstep: Class 41 contains 6834 members 
Mstep: Class 42 contains 3897 members 
Mstep: Class 43 contains 185 members 
Mstep: Class 44 contains 2278 members 
Mstep: Class 45 contains 2858 members 
Mstep: Class 46 contains 14826 members 
Mstep: Class 47 contains 1713 members 
Mstep: Class 48 contains 22591 members 
Mstep: Class 49 contains 14897 members 
Mstep: Class 50 contains 16410 members 
Mstep: Class 51 contains 46080 members 
Mstep: Class 52 contains 12274 members 
Mstep: Class 53 contains 9154 members 
Mstep: Class 54 contains 1718 members 
Mstep: Class 55 contains 961 members 
Mstep: Class 56 contains 2189 members 
Mstep: Class 57 contains 5102 members 
Mstep: Class 58 contains 1657 members 
Mstep: Class 59 contains 1387 members 
Mstep: Class 60 contains 34949 members 
Mstep: Class 61 contains 22244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85844584.000000 Penalty: 131904.921875
Iteration 99Q: 62 clusters Score -8.584458e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 10118 members 
Mstep: Class 4 contains 20844 members 
Mstep: Class 5 contains 1726 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 4551 members 
Mstep: Class 8 contains 15731 members 
Mstep: Class 9 contains 18718 members 
Mstep: Class 10 contains 2771 members 
Mstep: Class 11 contains 2366 members 
Mstep: Class 12 contains 14547 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 14 contains 2326 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 16 contains 32863 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 25293 members 
Mstep: Class 19 contains 1081 members 
Mstep: Class 20 contains 9973 members 
Mstep: Class 21 contains 28808 members 
Mstep: Class 22 contains 2071 members 
Mstep: Class 23 contains 8573 members 
Mstep: Class 24 contains 4101 members 
Mstep: Class 25 contains 469 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 6754 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 354 members 
Mstep: Class 30 contains 36794 members 
Mstep: Class 31 contains 37241 members 
Mstep: Class 32 contains 4405 members 
Mstep: Class 33 contains 2114 members 
Mstep: Class 34 contains 10181 members 
Mstep: Class 35 contains 6229 members 
Mstep: Class 36 contains 1743 members 
Mstep: Class 37 contains 5751 members 
Mstep: Class 38 contains 6920 members 
Mstep: Class 39 contains 18219 members 
Mstep: Class 40 contains 16012 members 
Mstep: Class 41 contains 6834 members 
Mstep: Class 42 contains 3906 members 
Mstep: Class 43 contains 185 members 
Mstep: Class 44 contains 2274 members 
Mstep: Class 45 contains 2861 members 
Mstep: Class 46 contains 14786 members 
Mstep: Class 47 contains 1715 members 
Mstep: Class 48 contains 22592 members 
Mstep: Class 49 contains 14900 members 
Mstep: Class 50 contains 16328 members 
Mstep: Class 51 contains 46084 members 
Mstep: Class 52 contains 12309 members 
Mstep: Class 53 contains 9138 members 
Mstep: Class 54 contains 1717 members 
Mstep: Class 55 contains 962 members 
Mstep: Class 56 contains 2195 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1655 members 
Mstep: Class 59 contains 1388 members 
Mstep: Class 60 contains 35081 members 
Mstep: Class 61 contains 22197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85845736.000000 Penalty: 131904.921875
Iteration 100F: 62 clusters Score -8.584574e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 10096 members 
Mstep: Class 4 contains 20834 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 2114 members 
Mstep: Class 7 contains 4522 members 
Mstep: Class 8 contains 15754 members 
Mstep: Class 9 contains 18762 members 
Mstep: Class 10 contains 2774 members 
Mstep: Class 11 contains 2368 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 2020 members 
Mstep: Class 16 contains 32874 members 
Mstep: Class 17 contains 3054 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 1086 members 
Mstep: Class 20 contains 9651 members 
Mstep: Class 21 contains 28830 members 
Mstep: Class 22 contains 1972 members 
Mstep: Class 23 contains 8609 members 
Mstep: Class 24 contains 4094 members 
Mstep: Class 25 contains 469 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 1536 members 
Mstep: Class 29 contains 355 members 
Mstep: Class 30 contains 36875 members 
Mstep: Class 31 contains 37284 members 
Mstep: Class 32 contains 4405 members 
Mstep: Class 33 contains 2109 members 
Mstep: Class 34 contains 10178 members 
Mstep: Class 35 contains 6233 members 
Mstep: Class 36 contains 1742 members 
Mstep: Class 37 contains 5790 members 
Mstep: Class 38 contains 6894 members 
Mstep: Class 39 contains 18226 members 
Mstep: Class 40 contains 16204 members 
Mstep: Class 41 contains 6833 members 
Mstep: Class 42 contains 3908 members 
Mstep: Class 43 contains 189 members 
Mstep: Class 44 contains 2266 members 
Mstep: Class 45 contains 2847 members 
Mstep: Class 46 contains 14731 members 
Mstep: Class 47 contains 1738 members 
Mstep: Class 48 contains 22590 members 
Mstep: Class 49 contains 14901 members 
Mstep: Class 50 contains 16234 members 
Mstep: Class 51 contains 46086 members 
Mstep: Class 52 contains 12334 members 
Mstep: Class 53 contains 9118 members 
Mstep: Class 54 contains 1727 members 
Mstep: Class 55 contains 964 members 
Mstep: Class 56 contains 2201 members 
Mstep: Class 57 contains 5108 members 
Mstep: Class 58 contains 1649 members 
Mstep: Class 59 contains 1397 members 
Mstep: Class 60 contains 35217 members 
Mstep: Class 61 contains 22173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85846408.000000 Penalty: 131904.921875
Iteration 101Q: 62 clusters Score -8.584641e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 10073 members 
Mstep: Class 4 contains 20824 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 4504 members 
Mstep: Class 8 contains 15774 members 
Mstep: Class 9 contains 18798 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 674 members 
Mstep: Class 14 contains 2349 members 
Mstep: Class 15 contains 2011 members 
Mstep: Class 16 contains 32878 members 
Mstep: Class 17 contains 3086 members 
Mstep: Class 18 contains 25240 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 9346 members 
Mstep: Class 21 contains 28858 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 8639 members 
Mstep: Class 24 contains 4096 members 
Mstep: Class 25 contains 469 members 
Mstep: Class 26 contains 2147 members 
Mstep: Class 27 contains 6740 members 
Mstep: Class 28 contains 1534 members 
Mstep: Class 29 contains 355 members 
Mstep: Class 30 contains 36967 members 
Mstep: Class 31 contains 37320 members 
Mstep: Class 32 contains 4401 members 
Mstep: Class 33 contains 2109 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 6236 members 
Mstep: Class 36 contains 1742 members 
Mstep: Class 37 contains 5825 members 
Mstep: Class 38 contains 6867 members 
Mstep: Class 39 contains 18231 members 
Mstep: Class 40 contains 16404 members 
Mstep: Class 41 contains 6830 members 
Mstep: Class 42 contains 3906 members 
Mstep: Class 43 contains 193 members 
Mstep: Class 44 contains 2264 members 
Mstep: Class 45 contains 2837 members 
Mstep: Class 46 contains 14694 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 22594 members 
Mstep: Class 49 contains 14915 members 
Mstep: Class 50 contains 16124 members 
Mstep: Class 51 contains 46063 members 
Mstep: Class 52 contains 12370 members 
Mstep: Class 53 contains 9097 members 
Mstep: Class 54 contains 1725 members 
Mstep: Class 55 contains 968 members 
Mstep: Class 56 contains 2206 members 
Mstep: Class 57 contains 5109 members 
Mstep: Class 58 contains 1640 members 
Mstep: Class 59 contains 1414 members 
Mstep: Class 60 contains 35340 members 
Mstep: Class 61 contains 22157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85847208.000000 Penalty: 131904.921875
Iteration 102Q: 62 clusters Score -8.584721e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 10061 members 
Mstep: Class 4 contains 20807 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 2074 members 
Mstep: Class 7 contains 4494 members 
Mstep: Class 8 contains 15784 members 
Mstep: Class 9 contains 18844 members 
Mstep: Class 10 contains 2781 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 693 members 
Mstep: Class 14 contains 2355 members 
Mstep: Class 15 contains 1999 members 
Mstep: Class 16 contains 32879 members 
Mstep: Class 17 contains 3112 members 
Mstep: Class 18 contains 25213 members 
Mstep: Class 19 contains 1073 members 
Mstep: Class 20 contains 9076 members 
Mstep: Class 21 contains 28905 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 8671 members 
Mstep: Class 24 contains 4095 members 
Mstep: Class 25 contains 469 members 
Mstep: Class 26 contains 2146 members 
Mstep: Class 27 contains 6729 members 
Mstep: Class 28 contains 1534 members 
Mstep: Class 29 contains 357 members 
Mstep: Class 30 contains 37062 members 
Mstep: Class 31 contains 37360 members 
Mstep: Class 32 contains 4402 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10181 members 
Mstep: Class 35 contains 6242 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 5864 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 18243 members 
Mstep: Class 40 contains 16613 members 
Mstep: Class 41 contains 6836 members 
Mstep: Class 42 contains 3911 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 2260 members 
Mstep: Class 45 contains 2827 members 
Mstep: Class 46 contains 14661 members 
Mstep: Class 47 contains 1773 members 
Mstep: Class 48 contains 22600 members 
Mstep: Class 49 contains 14932 members 
Mstep: Class 50 contains 16001 members 
Mstep: Class 51 contains 46032 members 
Mstep: Class 52 contains 12403 members 
Mstep: Class 53 contains 9061 members 
Mstep: Class 54 contains 1725 members 
Mstep: Class 55 contains 971 members 
Mstep: Class 56 contains 2208 members 
Mstep: Class 57 contains 5107 members 
Mstep: Class 58 contains 1625 members 
Mstep: Class 59 contains 1429 members 
Mstep: Class 60 contains 35411 members 
Mstep: Class 61 contains 22140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85847760.000000 Penalty: 131904.921875
Iteration 103Q: 62 clusters Score -8.584776e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 10022 members 
Mstep: Class 4 contains 20793 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 15793 members 
Mstep: Class 9 contains 18895 members 
Mstep: Class 10 contains 2776 members 
Mstep: Class 11 contains 2386 members 
Mstep: Class 12 contains 14438 members 
Mstep: Class 13 contains 706 members 
Mstep: Class 14 contains 2377 members 
Mstep: Class 15 contains 1993 members 
Mstep: Class 16 contains 32885 members 
Mstep: Class 17 contains 3128 members 
Mstep: Class 18 contains 25191 members 
Mstep: Class 19 contains 1064 members 
Mstep: Class 20 contains 8779 members 
Mstep: Class 21 contains 28957 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 23 contains 8694 members 
Mstep: Class 24 contains 4096 members 
Mstep: Class 25 contains 472 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 6721 members 
Mstep: Class 28 contains 1535 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 37178 members 
Mstep: Class 31 contains 37393 members 
Mstep: Class 32 contains 4398 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10189 members 
Mstep: Class 35 contains 6250 members 
Mstep: Class 36 contains 1740 members 
Mstep: Class 37 contains 5888 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 18254 members 
Mstep: Class 40 contains 16846 members 
Mstep: Class 41 contains 6842 members 
Mstep: Class 42 contains 3904 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 2258 members 
Mstep: Class 45 contains 2824 members 
Mstep: Class 46 contains 14632 members 
Mstep: Class 47 contains 1780 members 
Mstep: Class 48 contains 22601 members 
Mstep: Class 49 contains 14958 members 
Mstep: Class 50 contains 15886 members 
Mstep: Class 51 contains 46006 members 
Mstep: Class 52 contains 12417 members 
Mstep: Class 53 contains 9050 members 
Mstep: Class 54 contains 1729 members 
Mstep: Class 55 contains 972 members 
Mstep: Class 56 contains 2211 members 
Mstep: Class 57 contains 5103 members 
Mstep: Class 58 contains 1616 members 
Mstep: Class 59 contains 1437 members 
Mstep: Class 60 contains 35474 members 
Mstep: Class 61 contains 22114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85848112.000000 Penalty: 131904.921875
Iteration 104Q: 62 clusters Score -8.584811e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 10018 members 
Mstep: Class 4 contains 20776 members 
Mstep: Class 5 contains 1720 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 18940 members 
Mstep: Class 10 contains 2770 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14440 members 
Mstep: Class 13 contains 712 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 1983 members 
Mstep: Class 16 contains 32881 members 
Mstep: Class 17 contains 3137 members 
Mstep: Class 18 contains 25157 members 
Mstep: Class 19 contains 1060 members 
Mstep: Class 20 contains 8449 members 
Mstep: Class 21 contains 29004 members 
Mstep: Class 22 contains 1599 members 
Mstep: Class 23 contains 8735 members 
Mstep: Class 24 contains 4096 members 
Mstep: Class 25 contains 474 members 
Mstep: Class 26 contains 2148 members 
Mstep: Class 27 contains 6715 members 
Mstep: Class 28 contains 1538 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 37290 members 
Mstep: Class 31 contains 37421 members 
Mstep: Class 32 contains 4399 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 10195 members 
Mstep: Class 35 contains 6255 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 5916 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 18263 members 
Mstep: Class 40 contains 17064 members 
Mstep: Class 41 contains 6843 members 
Mstep: Class 42 contains 3898 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 2257 members 
Mstep: Class 45 contains 2819 members 
Mstep: Class 46 contains 14612 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22616 members 
Mstep: Class 49 contains 14993 members 
Mstep: Class 50 contains 15786 members 
Mstep: Class 51 contains 46000 members 
Mstep: Class 52 contains 12426 members 
Mstep: Class 53 contains 9027 members 
Mstep: Class 54 contains 1729 members 
Mstep: Class 55 contains 971 members 
Mstep: Class 56 contains 2221 members 
Mstep: Class 57 contains 5101 members 
Mstep: Class 58 contains 1611 members 
Mstep: Class 59 contains 1439 members 
Mstep: Class 60 contains 35568 members 
Mstep: Class 61 contains 22070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85848344.000000 Penalty: 131904.921875
Iteration 105Q: 62 clusters Score -8.584834e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 10020 members 
Mstep: Class 4 contains 20770 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 4464 members 
Mstep: Class 8 contains 15810 members 
Mstep: Class 9 contains 18981 members 
Mstep: Class 10 contains 2770 members 
Mstep: Class 11 contains 2395 members 
Mstep: Class 12 contains 14442 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 2396 members 
Mstep: Class 15 contains 1980 members 
Mstep: Class 16 contains 32874 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 18 contains 25123 members 
Mstep: Class 19 contains 1051 members 
Mstep: Class 20 contains 8122 members 
Mstep: Class 21 contains 29058 members 
Mstep: Class 22 contains 1516 members 
Mstep: Class 23 contains 8770 members 
Mstep: Class 24 contains 4093 members 
Mstep: Class 25 contains 477 members 
Mstep: Class 26 contains 2150 members 
Mstep: Class 27 contains 6714 members 
Mstep: Class 28 contains 1535 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 37393 members 
Mstep: Class 31 contains 37450 members 
Mstep: Class 32 contains 4402 members 
Mstep: Class 33 contains 2109 members 
Mstep: Class 34 contains 10203 members 
Mstep: Class 35 contains 6252 members 
Mstep: Class 36 contains 1740 members 
Mstep: Class 37 contains 5946 members 
Mstep: Class 38 contains 6770 members 
Mstep: Class 39 contains 18263 members 
Mstep: Class 40 contains 17249 members 
Mstep: Class 41 contains 6847 members 
Mstep: Class 42 contains 3896 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 2254 members 
Mstep: Class 45 contains 2810 members 
Mstep: Class 46 contains 14595 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22641 members 
Mstep: Class 49 contains 15028 members 
Mstep: Class 50 contains 15700 members 
Mstep: Class 51 contains 45984 members 
Mstep: Class 52 contains 12441 members 
Mstep: Class 53 contains 9017 members 
Mstep: Class 54 contains 1732 members 
Mstep: Class 55 contains 972 members 
Mstep: Class 56 contains 2226 members 
Mstep: Class 57 contains 5101 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1444 members 
Mstep: Class 60 contains 35672 members 
Mstep: Class 61 contains 22026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2084.903809 but Gain 2162.375000
Score: -85848368.000000 Penalty: 129742.546875
Iteration 106Q: 61 clusters Score -8.584837e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 10025 members 
Mstep: Class 4 contains 20813 members 
Mstep: Class 5 contains 1723 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 4454 members 
Mstep: Class 8 contains 15816 members 
Mstep: Class 9 contains 19351 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 2404 members 
Mstep: Class 12 contains 14440 members 
Mstep: Class 13 contains 727 members 
Mstep: Class 14 contains 2396 members 
Mstep: Class 15 contains 1977 members 
Mstep: Class 16 contains 32869 members 
Mstep: Class 17 contains 3108 members 
Mstep: Class 18 contains 25117 members 
Mstep: Class 19 contains 1043 members 
Mstep: Class 20 contains 7813 members 
Mstep: Class 21 contains 29104 members 
Mstep: Class 23 contains 8857 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 480 members 
Mstep: Class 26 contains 2150 members 
Mstep: Class 27 contains 6715 members 
Mstep: Class 28 contains 1533 members 
Mstep: Class 29 contains 357 members 
Mstep: Class 30 contains 37482 members 
Mstep: Class 31 contains 37489 members 
Mstep: Class 32 contains 4407 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 10206 members 
Mstep: Class 35 contains 6254 members 
Mstep: Class 36 contains 1742 members 
Mstep: Class 37 contains 5964 members 
Mstep: Class 38 contains 6752 members 
Mstep: Class 39 contains 18261 members 
Mstep: Class 40 contains 17722 members 
Mstep: Class 41 contains 6849 members 
Mstep: Class 42 contains 3949 members 
Mstep: Class 43 contains 203 members 
Mstep: Class 44 contains 2253 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 14571 members 
Mstep: Class 47 contains 1779 members 
Mstep: Class 48 contains 22643 members 
Mstep: Class 49 contains 15054 members 
Mstep: Class 50 contains 15679 members 
Mstep: Class 51 contains 45984 members 
Mstep: Class 52 contains 12999 members 
Mstep: Class 53 contains 9006 members 
Mstep: Class 54 contains 1735 members 
Mstep: Class 55 contains 967 members 
Mstep: Class 56 contains 2236 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1610 members 
Mstep: Class 59 contains 1450 members 
Mstep: Class 60 contains 35820 members 
Mstep: Class 61 contains 21975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85850496.000000 Penalty: 129742.546875
Iteration 107Q: 61 clusters Score -8.58505e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 10023 members 
Mstep: Class 4 contains 20783 members 
Mstep: Class 5 contains 1720 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 4448 members 
Mstep: Class 8 contains 15837 members 
Mstep: Class 9 contains 19378 members 
Mstep: Class 10 contains 2771 members 
Mstep: Class 11 contains 2401 members 
Mstep: Class 12 contains 14439 members 
Mstep: Class 13 contains 734 members 
Mstep: Class 14 contains 2404 members 
Mstep: Class 15 contains 1980 members 
Mstep: Class 16 contains 32865 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 25089 members 
Mstep: Class 19 contains 1036 members 
Mstep: Class 20 contains 7494 members 
Mstep: Class 21 contains 29135 members 
Mstep: Class 23 contains 8860 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 2153 members 
Mstep: Class 27 contains 6717 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 37583 members 
Mstep: Class 31 contains 37526 members 
Mstep: Class 32 contains 4405 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 10206 members 
Mstep: Class 35 contains 6256 members 
Mstep: Class 36 contains 1745 members 
Mstep: Class 37 contains 5979 members 
Mstep: Class 38 contains 6740 members 
Mstep: Class 39 contains 18268 members 
Mstep: Class 40 contains 17969 members 
Mstep: Class 41 contains 6856 members 
Mstep: Class 42 contains 3931 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2253 members 
Mstep: Class 45 contains 2808 members 
Mstep: Class 46 contains 14545 members 
Mstep: Class 47 contains 1779 members 
Mstep: Class 48 contains 22651 members 
Mstep: Class 49 contains 15062 members 
Mstep: Class 50 contains 15566 members 
Mstep: Class 51 contains 45999 members 
Mstep: Class 52 contains 13006 members 
Mstep: Class 53 contains 8991 members 
Mstep: Class 54 contains 1733 members 
Mstep: Class 55 contains 968 members 
Mstep: Class 56 contains 2242 members 
Mstep: Class 57 contains 5100 members 
Mstep: Class 58 contains 1610 members 
Mstep: Class 59 contains 1453 members 
Mstep: Class 60 contains 35897 members 
Mstep: Class 61 contains 21926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85850784.000000 Penalty: 129742.546875
Iteration 108Q: 61 clusters Score -8.585078e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1285 members 
Mstep: Class 3 contains 10032 members 
Mstep: Class 4 contains 20761 members 
Mstep: Class 5 contains 1718 members 
Mstep: Class 6 contains 2003 members 
Mstep: Class 7 contains 4442 members 
Mstep: Class 8 contains 15863 members 
Mstep: Class 9 contains 19400 members 
Mstep: Class 10 contains 2769 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 14439 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 2406 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 32843 members 
Mstep: Class 17 contains 3089 members 
Mstep: Class 18 contains 25065 members 
Mstep: Class 19 contains 1036 members 
Mstep: Class 20 contains 7213 members 
Mstep: Class 21 contains 29172 members 
Mstep: Class 23 contains 8892 members 
Mstep: Class 24 contains 4089 members 
Mstep: Class 25 contains 479 members 
Mstep: Class 26 contains 2155 members 
Mstep: Class 27 contains 6714 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 37664 members 
Mstep: Class 31 contains 37575 members 
Mstep: Class 32 contains 4413 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 10204 members 
Mstep: Class 35 contains 6252 members 
Mstep: Class 36 contains 1744 members 
Mstep: Class 37 contains 5986 members 
Mstep: Class 38 contains 6736 members 
Mstep: Class 39 contains 18263 members 
Mstep: Class 40 contains 18173 members 
Mstep: Class 41 contains 6860 members 
Mstep: Class 42 contains 3928 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2250 members 
Mstep: Class 45 contains 2805 members 
Mstep: Class 46 contains 14529 members 
Mstep: Class 47 contains 1779 members 
Mstep: Class 48 contains 22658 members 
Mstep: Class 49 contains 15077 members 
Mstep: Class 50 contains 15474 members 
Mstep: Class 51 contains 46017 members 
Mstep: Class 52 contains 12984 members 
Mstep: Class 53 contains 8981 members 
Mstep: Class 54 contains 1732 members 
Mstep: Class 55 contains 968 members 
Mstep: Class 56 contains 2249 members 
Mstep: Class 57 contains 5100 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1453 members 
Mstep: Class 60 contains 35978 members 
Mstep: Class 61 contains 21870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85850912.000000 Penalty: 129742.546875
Iteration 109Q: 61 clusters Score -8.585091e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 10030 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1717 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 4442 members 
Mstep: Class 8 contains 15878 members 
Mstep: Class 9 contains 19449 members 
Mstep: Class 10 contains 2763 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 12 contains 14439 members 
Mstep: Class 13 contains 742 members 
Mstep: Class 14 contains 2417 members 
Mstep: Class 15 contains 1977 members 
Mstep: Class 16 contains 32812 members 
Mstep: Class 17 contains 3076 members 
Mstep: Class 18 contains 25041 members 
Mstep: Class 19 contains 1029 members 
Mstep: Class 20 contains 6941 members 
Mstep: Class 21 contains 29189 members 
Mstep: Class 23 contains 8926 members 
Mstep: Class 24 contains 4088 members 
Mstep: Class 25 contains 479 members 
Mstep: Class 26 contains 2155 members 
Mstep: Class 27 contains 6713 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 37730 members 
Mstep: Class 31 contains 37621 members 
Mstep: Class 32 contains 4418 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 10206 members 
Mstep: Class 35 contains 6256 members 
Mstep: Class 36 contains 1744 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 6730 members 
Mstep: Class 39 contains 18265 members 
Mstep: Class 40 contains 18361 members 
Mstep: Class 41 contains 6865 members 
Mstep: Class 42 contains 3927 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2249 members 
Mstep: Class 45 contains 2805 members 
Mstep: Class 46 contains 14511 members 
Mstep: Class 47 contains 1778 members 
Mstep: Class 48 contains 22666 members 
Mstep: Class 49 contains 15099 members 
Mstep: Class 50 contains 15382 members 
Mstep: Class 51 contains 46032 members 
Mstep: Class 52 contains 12943 members 
Mstep: Class 53 contains 8974 members 
Mstep: Class 54 contains 1734 members 
Mstep: Class 55 contains 968 members 
Mstep: Class 56 contains 2254 members 
Mstep: Class 57 contains 5098 members 
Mstep: Class 58 contains 1610 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36066 members 
Mstep: Class 61 contains 21839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85850904.000000 Penalty: 129742.546875
Iteration 110Q: 61 clusters Score -8.58509e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 10036 members 
Mstep: Class 4 contains 20720 members 
Mstep: Class 5 contains 1716 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 4440 members 
Mstep: Class 8 contains 15896 members 
Mstep: Class 9 contains 19495 members 
Mstep: Class 10 contains 2753 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 14439 members 
Mstep: Class 13 contains 744 members 
Mstep: Class 14 contains 2430 members 
Mstep: Class 15 contains 1977 members 
Mstep: Class 16 contains 32771 members 
Mstep: Class 17 contains 3061 members 
Mstep: Class 18 contains 25017 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 6700 members 
Mstep: Class 21 contains 29223 members 
Mstep: Class 23 contains 8957 members 
Mstep: Class 24 contains 4088 members 
Mstep: Class 25 contains 479 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6713 members 
Mstep: Class 28 contains 1529 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 37775 members 
Mstep: Class 31 contains 37680 members 
Mstep: Class 32 contains 4419 members 
Mstep: Class 33 contains 2109 members 
Mstep: Class 34 contains 10206 members 
Mstep: Class 35 contains 6258 members 
Mstep: Class 36 contains 1743 members 
Mstep: Class 37 contains 6003 members 
Mstep: Class 38 contains 6724 members 
Mstep: Class 39 contains 18261 members 
Mstep: Class 40 contains 18506 members 
Mstep: Class 41 contains 6866 members 
Mstep: Class 42 contains 3926 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2248 members 
Mstep: Class 45 contains 2806 members 
Mstep: Class 46 contains 14495 members 
Mstep: Class 47 contains 1778 members 
Mstep: Class 48 contains 22678 members 
Mstep: Class 49 contains 15109 members 
Mstep: Class 50 contains 15311 members 
Mstep: Class 51 contains 46031 members 
Mstep: Class 52 contains 12898 members 
Mstep: Class 53 contains 8972 members 
Mstep: Class 54 contains 1735 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2260 members 
Mstep: Class 57 contains 5097 members 
Mstep: Class 58 contains 1610 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36161 members 
Mstep: Class 61 contains 21805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85850800.000000 Penalty: 129742.546875
Iteration 111Q: 61 clusters Score -8.58508e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1285 members 
Mstep: Class 3 contains 10029 members 
Mstep: Class 4 contains 20708 members 
Mstep: Class 5 contains 1715 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 4441 members 
Mstep: Class 8 contains 15904 members 
Mstep: Class 9 contains 19548 members 
Mstep: Class 10 contains 2747 members 
Mstep: Class 11 contains 2396 members 
Mstep: Class 12 contains 14439 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 32739 members 
Mstep: Class 17 contains 3054 members 
Mstep: Class 18 contains 25020 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 6446 members 
Mstep: Class 21 contains 29253 members 
Mstep: Class 23 contains 8981 members 
Mstep: Class 24 contains 4087 members 
Mstep: Class 25 contains 479 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 6711 members 
Mstep: Class 28 contains 1528 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 37817 members 
Mstep: Class 31 contains 37719 members 
Mstep: Class 32 contains 4408 members 
Mstep: Class 33 contains 2109 members 
Mstep: Class 34 contains 10209 members 
Mstep: Class 35 contains 6255 members 
Mstep: Class 36 contains 1744 members 
Mstep: Class 37 contains 6005 members 
Mstep: Class 38 contains 6722 members 
Mstep: Class 39 contains 18256 members 
Mstep: Class 40 contains 18643 members 
Mstep: Class 41 contains 6869 members 
Mstep: Class 42 contains 3931 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2248 members 
Mstep: Class 45 contains 2807 members 
Mstep: Class 46 contains 14481 members 
Mstep: Class 47 contains 1781 members 
Mstep: Class 48 contains 22679 members 
Mstep: Class 49 contains 15126 members 
Mstep: Class 50 contains 15265 members 
Mstep: Class 51 contains 46022 members 
Mstep: Class 52 contains 12854 members 
Mstep: Class 53 contains 8964 members 
Mstep: Class 54 contains 1739 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2263 members 
Mstep: Class 57 contains 5097 members 
Mstep: Class 58 contains 1608 members 
Mstep: Class 59 contains 1451 members 
Mstep: Class 60 contains 36251 members 
Mstep: Class 61 contains 21783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85850704.000000 Penalty: 129742.546875
Iteration 112Q: 61 clusters Score -8.58507e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1285 members 
Mstep: Class 3 contains 10030 members 
Mstep: Class 4 contains 20699 members 
Mstep: Class 5 contains 1713 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 4440 members 
Mstep: Class 8 contains 15915 members 
Mstep: Class 9 contains 19589 members 
Mstep: Class 10 contains 2747 members 
Mstep: Class 11 contains 2391 members 
Mstep: Class 12 contains 14438 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 16 contains 32725 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 25002 members 
Mstep: Class 19 contains 1026 members 
Mstep: Class 20 contains 6200 members 
Mstep: Class 21 contains 29276 members 
Mstep: Class 23 contains 8999 members 
Mstep: Class 24 contains 4085 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 6706 members 
Mstep: Class 28 contains 1529 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 37851 members 
Mstep: Class 31 contains 37757 members 
Mstep: Class 32 contains 4405 members 
Mstep: Class 33 contains 2109 members 
Mstep: Class 34 contains 10210 members 
Mstep: Class 35 contains 6255 members 
Mstep: Class 36 contains 1744 members 
Mstep: Class 37 contains 6002 members 
Mstep: Class 38 contains 6723 members 
Mstep: Class 39 contains 18256 members 
Mstep: Class 40 contains 18788 members 
Mstep: Class 41 contains 6876 members 
Mstep: Class 42 contains 3936 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2247 members 
Mstep: Class 45 contains 2806 members 
Mstep: Class 46 contains 14463 members 
Mstep: Class 47 contains 1783 members 
Mstep: Class 48 contains 22689 members 
Mstep: Class 49 contains 15130 members 
Mstep: Class 50 contains 15218 members 
Mstep: Class 51 contains 46026 members 
Mstep: Class 52 contains 12821 members 
Mstep: Class 53 contains 8960 members 
Mstep: Class 54 contains 1745 members 
Mstep: Class 55 contains 969 members 
Mstep: Class 56 contains 2267 members 
Mstep: Class 57 contains 5100 members 
Mstep: Class 58 contains 1608 members 
Mstep: Class 59 contains 1451 members 
Mstep: Class 60 contains 36334 members 
Mstep: Class 61 contains 21756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85850640.000000 Penalty: 129742.546875
Iteration 113Q: 61 clusters Score -8.585064e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1285 members 
Mstep: Class 3 contains 10030 members 
Mstep: Class 4 contains 20685 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 1999 members 
Mstep: Class 7 contains 4439 members 
Mstep: Class 8 contains 15923 members 
Mstep: Class 9 contains 19623 members 
Mstep: Class 10 contains 2743 members 
Mstep: Class 11 contains 2388 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 32713 members 
Mstep: Class 17 contains 3040 members 
Mstep: Class 18 contains 24988 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 5945 members 
Mstep: Class 21 contains 29299 members 
Mstep: Class 23 contains 9032 members 
Mstep: Class 24 contains 4080 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 6706 members 
Mstep: Class 28 contains 1527 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 37908 members 
Mstep: Class 31 contains 37792 members 
Mstep: Class 32 contains 4408 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10212 members 
Mstep: Class 35 contains 6256 members 
Mstep: Class 36 contains 1743 members 
Mstep: Class 37 contains 6002 members 
Mstep: Class 38 contains 6721 members 
Mstep: Class 39 contains 18256 members 
Mstep: Class 40 contains 18897 members 
Mstep: Class 41 contains 6880 members 
Mstep: Class 42 contains 3938 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2245 members 
Mstep: Class 45 contains 2807 members 
Mstep: Class 46 contains 14446 members 
Mstep: Class 47 contains 1785 members 
Mstep: Class 48 contains 22698 members 
Mstep: Class 49 contains 15131 members 
Mstep: Class 50 contains 15183 members 
Mstep: Class 51 contains 46045 members 
Mstep: Class 52 contains 12791 members 
Mstep: Class 53 contains 8948 members 
Mstep: Class 54 contains 1751 members 
Mstep: Class 55 contains 969 members 
Mstep: Class 56 contains 2268 members 
Mstep: Class 57 contains 5099 members 
Mstep: Class 58 contains 1607 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36424 members 
Mstep: Class 61 contains 21717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85850616.000000 Penalty: 129742.546875
Iteration 114Q: 61 clusters Score -8.585062e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1285 members 
Mstep: Class 3 contains 10044 members 
Mstep: Class 4 contains 20670 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 4439 members 
Mstep: Class 8 contains 15926 members 
Mstep: Class 9 contains 19672 members 
Mstep: Class 10 contains 2744 members 
Mstep: Class 11 contains 2388 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 32690 members 
Mstep: Class 17 contains 3038 members 
Mstep: Class 18 contains 24985 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 5688 members 
Mstep: Class 21 contains 29329 members 
Mstep: Class 23 contains 9071 members 
Mstep: Class 24 contains 4078 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 6707 members 
Mstep: Class 28 contains 1524 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 37966 members 
Mstep: Class 31 contains 37834 members 
Mstep: Class 32 contains 4412 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10214 members 
Mstep: Class 35 contains 6251 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 6005 members 
Mstep: Class 38 contains 6717 members 
Mstep: Class 39 contains 18261 members 
Mstep: Class 40 contains 18993 members 
Mstep: Class 41 contains 6883 members 
Mstep: Class 42 contains 3943 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2243 members 
Mstep: Class 45 contains 2807 members 
Mstep: Class 46 contains 14425 members 
Mstep: Class 47 contains 1784 members 
Mstep: Class 48 contains 22694 members 
Mstep: Class 49 contains 15136 members 
Mstep: Class 50 contains 15155 members 
Mstep: Class 51 contains 46051 members 
Mstep: Class 52 contains 12750 members 
Mstep: Class 53 contains 8934 members 
Mstep: Class 54 contains 1759 members 
Mstep: Class 55 contains 969 members 
Mstep: Class 56 contains 2269 members 
Mstep: Class 57 contains 5099 members 
Mstep: Class 58 contains 1608 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36511 members 
Mstep: Class 61 contains 21678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85850528.000000 Penalty: 129742.546875
Iteration 115Q: 61 clusters Score -8.585053e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1285 members 
Mstep: Class 3 contains 10042 members 
Mstep: Class 4 contains 20657 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 4439 members 
Mstep: Class 8 contains 15935 members 
Mstep: Class 9 contains 19710 members 
Mstep: Class 10 contains 2749 members 
Mstep: Class 11 contains 2389 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 2470 members 
Mstep: Class 15 contains 1980 members 
Mstep: Class 16 contains 32663 members 
Mstep: Class 17 contains 3038 members 
Mstep: Class 18 contains 24980 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 5462 members 
Mstep: Class 21 contains 29362 members 
Mstep: Class 23 contains 9101 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2153 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 1522 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 38002 members 
Mstep: Class 31 contains 37872 members 
Mstep: Class 32 contains 4416 members 
Mstep: Class 33 contains 2107 members 
Mstep: Class 34 contains 10219 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 6000 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 18262 members 
Mstep: Class 40 contains 19075 members 
Mstep: Class 41 contains 6885 members 
Mstep: Class 42 contains 3943 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2238 members 
Mstep: Class 45 contains 2807 members 
Mstep: Class 46 contains 14415 members 
Mstep: Class 47 contains 1784 members 
Mstep: Class 48 contains 22691 members 
Mstep: Class 49 contains 15139 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 46049 members 
Mstep: Class 52 contains 12708 members 
Mstep: Class 53 contains 8933 members 
Mstep: Class 54 contains 1767 members 
Mstep: Class 55 contains 969 members 
Mstep: Class 56 contains 2273 members 
Mstep: Class 57 contains 5103 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36612 members 
Mstep: Class 61 contains 21642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85850624.000000 Penalty: 129742.546875
Iteration 116Q: 61 clusters Score -8.585062e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10033 members 
Mstep: Class 4 contains 20653 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 4438 members 
Mstep: Class 8 contains 15950 members 
Mstep: Class 9 contains 19749 members 
Mstep: Class 10 contains 2752 members 
Mstep: Class 11 contains 2391 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 32626 members 
Mstep: Class 17 contains 3041 members 
Mstep: Class 18 contains 24974 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 5252 members 
Mstep: Class 21 contains 29412 members 
Mstep: Class 23 contains 9134 members 
Mstep: Class 24 contains 4067 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2156 members 
Mstep: Class 27 contains 6707 members 
Mstep: Class 28 contains 1521 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 38027 members 
Mstep: Class 31 contains 37918 members 
Mstep: Class 32 contains 4420 members 
Mstep: Class 33 contains 2107 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6256 members 
Mstep: Class 36 contains 1739 members 
Mstep: Class 37 contains 5997 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 18261 members 
Mstep: Class 40 contains 19125 members 
Mstep: Class 41 contains 6884 members 
Mstep: Class 42 contains 3945 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2238 members 
Mstep: Class 45 contains 2808 members 
Mstep: Class 46 contains 14405 members 
Mstep: Class 47 contains 1784 members 
Mstep: Class 48 contains 22688 members 
Mstep: Class 49 contains 15140 members 
Mstep: Class 50 contains 15138 members 
Mstep: Class 51 contains 46034 members 
Mstep: Class 52 contains 12688 members 
Mstep: Class 53 contains 8931 members 
Mstep: Class 54 contains 1774 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2277 members 
Mstep: Class 57 contains 5103 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36687 members 
Mstep: Class 61 contains 21606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85850824.000000 Penalty: 129742.546875
Iteration 117Q: 61 clusters Score -8.585082e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10023 members 
Mstep: Class 4 contains 20649 members 
Mstep: Class 5 contains 1708 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 15959 members 
Mstep: Class 9 contains 19771 members 
Mstep: Class 10 contains 2755 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 32599 members 
Mstep: Class 17 contains 3043 members 
Mstep: Class 18 contains 24966 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 5060 members 
Mstep: Class 21 contains 29452 members 
Mstep: Class 23 contains 9157 members 
Mstep: Class 24 contains 4068 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2156 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 1520 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 38052 members 
Mstep: Class 31 contains 37956 members 
Mstep: Class 32 contains 4421 members 
Mstep: Class 33 contains 2107 members 
Mstep: Class 34 contains 10224 members 
Mstep: Class 35 contains 6255 members 
Mstep: Class 36 contains 1740 members 
Mstep: Class 37 contains 5999 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 18254 members 
Mstep: Class 40 contains 19208 members 
Mstep: Class 41 contains 6884 members 
Mstep: Class 42 contains 3948 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2237 members 
Mstep: Class 45 contains 2808 members 
Mstep: Class 46 contains 14392 members 
Mstep: Class 47 contains 1783 members 
Mstep: Class 48 contains 22693 members 
Mstep: Class 49 contains 15145 members 
Mstep: Class 50 contains 15134 members 
Mstep: Class 51 contains 46017 members 
Mstep: Class 52 contains 12670 members 
Mstep: Class 53 contains 8932 members 
Mstep: Class 54 contains 1776 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2281 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36751 members 
Mstep: Class 61 contains 21582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85850720.000000 Penalty: 129742.546875
Iteration 118Q: 61 clusters Score -8.585072e+07 nChanged 948
Entering ConstructFrom: 
Score: -85850720.000000 Penalty: 129742.546875
Entering ConstructFrom: 
Trying to split cluster 1 (4763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Entering Unmasked Estep 
Score: -639759.000000 Penalty: 1376.152832
	Iteration 0F: 2 clusters Score -639759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -636043.000000 Penalty: 2752.305664
	Iteration 0F: 3 clusters Score -636043 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -637840.437500 Penalty: 2752.305664
	Iteration 1F: 3 clusters Score -637840.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -638955.625000 Penalty: 2752.305664
	Iteration 2F: 3 clusters Score -638955.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -639782.875000 Penalty: 2752.305664
	Iteration 3F: 3 clusters Score -639782.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -640194.375000 Penalty: 2752.305664
	Iteration 4F: 3 clusters Score -640194.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -640413.125000 Penalty: 2752.305664
	Iteration 5Q: 3 clusters Score -640413.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -640484.187500 Penalty: 2752.305664
	Iteration 6Q: 3 clusters Score -640484.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -640510.000000 Penalty: 2752.305664
	Iteration 7Q: 3 clusters Score -640510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -640532.437500 Penalty: 2752.305664
	Iteration 8Q: 3 clusters Score -640532.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -640562.937500 Penalty: 2752.305664
	Iteration 9Q: 3 clusters Score -640562.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -640579.500000 Penalty: 2752.305664
	Iteration 10Q: 3 clusters Score -640579.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -640590.875000 Penalty: 2752.305664
	Iteration 11Q: 3 clusters Score -640590.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -640604.750000 Penalty: 2752.305664
	Iteration 12Q: 3 clusters Score -640604.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -640620.687500 Penalty: 2752.305664
	Iteration 13Q: 3 clusters Score -640620.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -640645.250000 Penalty: 2752.305664
	Iteration 14Q: 3 clusters Score -640645.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -640663.875000 Penalty: 2752.305664
	Iteration 15Q: 3 clusters Score -640663.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -640680.187500 Penalty: 2752.305664
	Iteration 16Q: 3 clusters Score -640680.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -640693.187500 Penalty: 2752.305664
	Iteration 17Q: 3 clusters Score -640693.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -640704.187500 Penalty: 2752.305664
	Iteration 18Q: 3 clusters Score -640704.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -640717.500000 Penalty: 2752.305664
	Iteration 19Q: 3 clusters Score -640717.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -640733.187500 Penalty: 2752.305664
	Iteration 20F: 3 clusters Score -640733.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -640766.687500 Penalty: 2752.305664
	Iteration 21Q: 3 clusters Score -640766.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -640792.875000 Penalty: 2752.305664
	Iteration 22Q: 3 clusters Score -640792.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -640815.875000 Penalty: 2752.305664
	Iteration 23Q: 3 clusters Score -640815.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -640832.750000 Penalty: 2752.305664
	Iteration 24Q: 3 clusters Score -640832.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -640866.937500 Penalty: 2752.305664
	Iteration 25Q: 3 clusters Score -640866.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -640892.750000 Penalty: 2752.305664
	Iteration 26Q: 3 clusters Score -640892.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -640908.687500 Penalty: 2752.305664
	Iteration 27Q: 3 clusters Score -640908.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -640920.875000 Penalty: 2752.305664
	Iteration 28Q: 3 clusters Score -640920.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -640931.812500 Penalty: 2752.305664
	Iteration 29Q: 3 clusters Score -640931.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -640955.312500 Penalty: 2752.305664
	Iteration 30Q: 3 clusters Score -640955.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -641006.125000 Penalty: 2752.305664
	Iteration 31Q: 3 clusters Score -641006.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -641037.125000 Penalty: 2752.305664
	Iteration 32Q: 3 clusters Score -641037.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -641051.125000 Penalty: 2752.305664
	Iteration 33Q: 3 clusters Score -641051.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -641062.000000 Penalty: 2752.305664
	Iteration 34Q: 3 clusters Score -641062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -641072.312500 Penalty: 2752.305664
	Iteration 35Q: 3 clusters Score -641072.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -641081.187500 Penalty: 2752.305664
	Iteration 36Q: 3 clusters Score -641081.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -641091.812500 Penalty: 2752.305664
	Iteration 37Q: 3 clusters Score -641091.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -641096.250000 Penalty: 2752.305664
	Iteration 38Q: 3 clusters Score -641096.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -641099.937500 Penalty: 2752.305664
	Iteration 39Q: 3 clusters Score -641099.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -641102.687500 Penalty: 2752.305664
	Iteration 40F: 3 clusters Score -641102.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -641103.000000 Penalty: 2752.305664
	Iteration 41Q: 3 clusters Score -641103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -641103.812500 Penalty: 2752.305664
	Iteration 42Q: 3 clusters Score -641103.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -641105.000000 Penalty: 2752.305664
	Iteration 43Q: 3 clusters Score -641105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -641106.375000 Penalty: 2752.305664
	Iteration 44Q: 3 clusters Score -641106.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -641106.375000 Penalty: 2752.305664
	Iteration 45F: 3 clusters Score -641106.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 20640 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 2002 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 32551 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 29498 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 1520 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 38100 members 
Mstep: Class 31 contains 38005 members 
Mstep: Class 32 contains 4420 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 5997 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 18252 members 
Mstep: Class 40 contains 19287 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 14384 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22682 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Entering Unmasked Estep 
Score: -85851264.000000 Penalty: 131904.921875
Splitting cluster 1 changes total score from -85850720.000000 to -85851264.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 2 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -189763.234375 Penalty: 1163.131958
	Iteration 0F: 2 clusters Score -189763.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -188118.265625 Penalty: 2326.263916
	Iteration 0F: 3 clusters Score -188118.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -188411.109375 Penalty: 2326.263916
	Iteration 1F: 3 clusters Score -188411.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -188484.671875 Penalty: 2326.263916
	Iteration 2F: 3 clusters Score -188484.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -188530.046875 Penalty: 2326.263916
	Iteration 3Q: 3 clusters Score -188530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -188553.578125 Penalty: 2326.263916
	Iteration 4Q: 3 clusters Score -188553.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -188566.218750 Penalty: 2326.263916
	Iteration 5Q: 3 clusters Score -188566.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -188573.484375 Penalty: 2326.263916
	Iteration 6Q: 3 clusters Score -188573.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -188578.281250 Penalty: 2326.263916
	Iteration 7Q: 3 clusters Score -188578.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -188583.296875 Penalty: 2326.263916
	Iteration 8Q: 3 clusters Score -188583.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -188586.203125 Penalty: 2326.263916
	Iteration 9Q: 3 clusters Score -188586.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -188586.421875 Penalty: 2326.263916
	Iteration 10Q: 3 clusters Score -188586.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -188586.421875 Penalty: 2326.263916
	Iteration 11F: 3 clusters Score -188586.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Entering Unmasked Estep 
Score: -1448328.000000 Penalty: 1497.248047
	Iteration 0F: 2 clusters Score -1448328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1441251.625000 Penalty: 2994.496094
	Iteration 0F: 3 clusters Score -1441252 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1443926.250000 Penalty: 2994.496094
	Iteration 1F: 3 clusters Score -1443926 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1444654.500000 Penalty: 2994.496094
	Iteration 2F: 3 clusters Score -1444654 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1445414.250000 Penalty: 2994.496094
	Iteration 3F: 3 clusters Score -1445414 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1446074.625000 Penalty: 2994.496094
	Iteration 4F: 3 clusters Score -1446075 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1446566.750000 Penalty: 2994.496094
	Iteration 5F: 3 clusters Score -1446567 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1446928.500000 Penalty: 2994.496094
	Iteration 6F: 3 clusters Score -1446928 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1447148.625000 Penalty: 2994.496094
	Iteration 7Q: 3 clusters Score -1447149 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1447309.250000 Penalty: 2994.496094
	Iteration 8Q: 3 clusters Score -1447309 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1447389.250000 Penalty: 2994.496094
	Iteration 9Q: 3 clusters Score -1447389 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1447438.250000 Penalty: 2994.496094
	Iteration 10Q: 3 clusters Score -1447438 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1447483.875000 Penalty: 2994.496094
	Iteration 11Q: 3 clusters Score -1447484 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1447536.500000 Penalty: 2994.496094
	Iteration 12Q: 3 clusters Score -1447536 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1447584.375000 Penalty: 2994.496094
	Iteration 13Q: 3 clusters Score -1447584 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1447615.375000 Penalty: 2994.496094
	Iteration 14Q: 3 clusters Score -1447615 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1447640.375000 Penalty: 2994.496094
	Iteration 15Q: 3 clusters Score -1447640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1447657.375000 Penalty: 2994.496094
	Iteration 16Q: 3 clusters Score -1447657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1447666.250000 Penalty: 2994.496094
	Iteration 17Q: 3 clusters Score -1447666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1447671.500000 Penalty: 2994.496094
	Iteration 18Q: 3 clusters Score -1447672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1447679.375000 Penalty: 2994.496094
	Iteration 19Q: 3 clusters Score -1447679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1447681.750000 Penalty: 2994.496094
	Iteration 20F: 3 clusters Score -1447682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1447690.000000 Penalty: 2994.496094
	Iteration 21Q: 3 clusters Score -1447690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1447693.625000 Penalty: 2994.496094
	Iteration 22Q: 3 clusters Score -1447694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1447703.375000 Penalty: 2994.496094
	Iteration 23Q: 3 clusters Score -1447703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1447707.000000 Penalty: 2994.496094
	Iteration 24Q: 3 clusters Score -1447707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1447711.125000 Penalty: 2994.496094
	Iteration 25Q: 3 clusters Score -1447711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1447717.375000 Penalty: 2994.496094
	Iteration 26Q: 3 clusters Score -1447717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1447728.375000 Penalty: 2994.496094
	Iteration 27Q: 3 clusters Score -1447728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1447737.875000 Penalty: 2994.496094
	Iteration 28Q: 3 clusters Score -1447738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1447741.500000 Penalty: 2994.496094
	Iteration 29Q: 3 clusters Score -1447742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1447746.000000 Penalty: 2994.496094
	Iteration 30Q: 3 clusters Score -1447746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1447747.875000 Penalty: 2994.496094
	Iteration 31Q: 3 clusters Score -1447748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1447751.125000 Penalty: 2994.496094
	Iteration 32Q: 3 clusters Score -1447751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1447752.375000 Penalty: 2994.496094
	Iteration 33Q: 3 clusters Score -1447752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1447756.750000 Penalty: 2994.496094
	Iteration 34Q: 3 clusters Score -1447757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1447757.000000 Penalty: 2994.496094
	Iteration 35Q: 3 clusters Score -1447757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1447757.625000 Penalty: 2994.496094
	Iteration 36Q: 3 clusters Score -1447758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1447756.500000 Penalty: 2994.496094
	Iteration 37Q: 3 clusters Score -1447756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1447758.000000 Penalty: 2994.496094
	Iteration 38Q: 3 clusters Score -1447758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1447761.750000 Penalty: 2994.496094
	Iteration 39Q: 3 clusters Score -1447762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1447763.000000 Penalty: 2994.496094
	Iteration 40F: 3 clusters Score -1447763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1447766.750000 Penalty: 2994.496094
	Iteration 41Q: 3 clusters Score -1447767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1447766.625000 Penalty: 2994.496094
	Iteration 42Q: 3 clusters Score -1447767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1447766.625000 Penalty: 2994.496094
	Iteration 43F: 3 clusters Score -1447767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Entering Unmasked Estep 
Score: -2897505.000000 Penalty: 1614.435303
	Iteration 0F: 2 clusters Score -2897505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2884050.750000 Penalty: 3228.870605
	Iteration 0F: 3 clusters Score -2884051 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2889372.250000 Penalty: 3228.870605
	Iteration 1F: 3 clusters Score -2889372 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2890016.750000 Penalty: 3228.870605
	Iteration 2F: 3 clusters Score -2890017 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2890613.000000 Penalty: 3228.870605
	Iteration 3F: 3 clusters Score -2890613 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2891188.250000 Penalty: 3228.870605
	Iteration 4F: 3 clusters Score -2891188 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2891869.000000 Penalty: 3228.870605
	Iteration 5F: 3 clusters Score -2891869 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2892603.000000 Penalty: 3228.870605
	Iteration 6F: 3 clusters Score -2892603 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2893505.250000 Penalty: 3228.870605
	Iteration 7F: 3 clusters Score -2893505 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2894478.250000 Penalty: 3228.870605
	Iteration 8F: 3 clusters Score -2894478 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2895375.000000 Penalty: 3228.870605
	Iteration 9F: 3 clusters Score -2895375 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2896003.750000 Penalty: 3228.870605
	Iteration 10Q: 3 clusters Score -2896004 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2896388.500000 Penalty: 3228.870605
	Iteration 11Q: 3 clusters Score -2896388 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2896655.250000 Penalty: 3228.870605
	Iteration 12Q: 3 clusters Score -2896655 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2896865.250000 Penalty: 3228.870605
	Iteration 13Q: 3 clusters Score -2896865 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2897035.500000 Penalty: 3228.870605
	Iteration 14Q: 3 clusters Score -2897036 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2897208.250000 Penalty: 3228.870605
	Iteration 15Q: 3 clusters Score -2897208 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2897360.250000 Penalty: 3228.870605
	Iteration 16Q: 3 clusters Score -2897360 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2897476.250000 Penalty: 3228.870605
	Iteration 17Q: 3 clusters Score -2897476 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2897575.750000 Penalty: 3228.870605
	Iteration 18Q: 3 clusters Score -2897576 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2897665.500000 Penalty: 3228.870605
	Iteration 19Q: 3 clusters Score -2897666 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2897752.750000 Penalty: 3228.870605
	Iteration 20F: 3 clusters Score -2897753 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2897816.000000 Penalty: 3228.870605
	Iteration 21Q: 3 clusters Score -2897816 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2897891.500000 Penalty: 3228.870605
	Iteration 22Q: 3 clusters Score -2897892 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2897963.750000 Penalty: 3228.870605
	Iteration 23Q: 3 clusters Score -2897964 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2898020.500000 Penalty: 3228.870605
	Iteration 24Q: 3 clusters Score -2898020 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2898085.750000 Penalty: 3228.870605
	Iteration 25Q: 3 clusters Score -2898086 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2898174.500000 Penalty: 3228.870605
	Iteration 26Q: 3 clusters Score -2898174 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2898214.500000 Penalty: 3228.870605
	Iteration 27Q: 3 clusters Score -2898214 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2898254.500000 Penalty: 3228.870605
	Iteration 28Q: 3 clusters Score -2898254 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2898303.500000 Penalty: 3228.870605
	Iteration 29Q: 3 clusters Score -2898304 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2898348.500000 Penalty: 3228.870605
	Iteration 30Q: 3 clusters Score -2898348 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2898433.000000 Penalty: 3228.870605
	Iteration 31Q: 3 clusters Score -2898433 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2898470.000000 Penalty: 3228.870605
	Iteration 32Q: 3 clusters Score -2898470 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2898526.500000 Penalty: 3228.870605
	Iteration 33Q: 3 clusters Score -2898526 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2898577.000000 Penalty: 3228.870605
	Iteration 34Q: 3 clusters Score -2898577 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2898618.000000 Penalty: 3228.870605
	Iteration 35Q: 3 clusters Score -2898618 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2898658.250000 Penalty: 3228.870605
	Iteration 36Q: 3 clusters Score -2898658 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2898703.250000 Penalty: 3228.870605
	Iteration 37Q: 3 clusters Score -2898703 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2898747.750000 Penalty: 3228.870605
	Iteration 38Q: 3 clusters Score -2898748 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2898803.750000 Penalty: 3228.870605
	Iteration 39Q: 3 clusters Score -2898804 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2898856.000000 Penalty: 3228.870605
	Iteration 40F: 3 clusters Score -2898856 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2898914.000000 Penalty: 3228.870605
	Iteration 41Q: 3 clusters Score -2898914 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2898936.750000 Penalty: 3228.870605
	Iteration 42Q: 3 clusters Score -2898937 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2898970.500000 Penalty: 3228.870605
	Iteration 43Q: 3 clusters Score -2898970 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2899017.000000 Penalty: 3228.870605
	Iteration 44Q: 3 clusters Score -2899017 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2899047.250000 Penalty: 3228.870605
	Iteration 45Q: 3 clusters Score -2899047 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2899077.250000 Penalty: 3228.870605
	Iteration 46Q: 3 clusters Score -2899077 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2899112.500000 Penalty: 3228.870605
	Iteration 47Q: 3 clusters Score -2899112 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2899129.000000 Penalty: 3228.870605
	Iteration 48Q: 3 clusters Score -2899129 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2899152.750000 Penalty: 3228.870605
	Iteration 49Q: 3 clusters Score -2899153 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2899177.250000 Penalty: 3228.870605
	Iteration 50Q: 3 clusters Score -2899177 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2899189.000000 Penalty: 3228.870605
	Iteration 51Q: 3 clusters Score -2899189 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2899199.250000 Penalty: 3228.870605
	Iteration 52Q: 3 clusters Score -2899199 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2899207.500000 Penalty: 3228.870605
	Iteration 53Q: 3 clusters Score -2899208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2899206.000000 Penalty: 3228.870605
	Iteration 54Q: 3 clusters Score -2899206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2899210.000000 Penalty: 3228.870605
	Iteration 55Q: 3 clusters Score -2899210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2899204.750000 Penalty: 3228.870605
	Iteration 56Q: 3 clusters Score -2899205 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2899213.500000 Penalty: 3228.870605
	Iteration 57Q: 3 clusters Score -2899214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2899223.250000 Penalty: 3228.870605
	Iteration 58Q: 3 clusters Score -2899223 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2899227.500000 Penalty: 3228.870605
	Iteration 59Q: 3 clusters Score -2899228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2899224.500000 Penalty: 3228.870605
	Iteration 60F: 3 clusters Score -2899224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2899230.750000 Penalty: 3228.870605
	Iteration 61Q: 3 clusters Score -2899231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2899234.250000 Penalty: 3228.870605
	Iteration 62Q: 3 clusters Score -2899234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2899231.000000 Penalty: 3228.870605
	Iteration 63Q: 3 clusters Score -2899231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2899235.750000 Penalty: 3228.870605
	Iteration 64Q: 3 clusters Score -2899236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2899236.250000 Penalty: 3228.870605
	Iteration 65Q: 3 clusters Score -2899236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2899235.500000 Penalty: 3228.870605
	Iteration 66Q: 3 clusters Score -2899236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2899239.000000 Penalty: 3228.870605
	Iteration 67Q: 3 clusters Score -2899239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2899239.250000 Penalty: 3228.870605
	Iteration 68Q: 3 clusters Score -2899239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2899237.500000 Penalty: 3228.870605
	Iteration 69Q: 3 clusters Score -2899238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2899241.000000 Penalty: 3228.870605
	Iteration 70Q: 3 clusters Score -2899241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2899240.500000 Penalty: 3228.870605
	Iteration 71Q: 3 clusters Score -2899240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2899240.500000 Penalty: 3228.870605
	Iteration 72F: 3 clusters Score -2899240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 2002 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 32551 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 29498 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 1520 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 38100 members 
Mstep: Class 31 contains 38005 members 
Mstep: Class 32 contains 4420 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 5997 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 18252 members 
Mstep: Class 40 contains 19287 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 14384 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22682 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Entering Unmasked Estep 
Score: -85852168.000000 Penalty: 134067.296875
Splitting cluster 4 changes total score from -85850720.000000 to -85852168.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 5 (1707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Entering Unmasked Estep 
Score: -217862.312500 Penalty: 1209.405029
	Iteration 0F: 2 clusters Score -217862.3 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 868 members 
Entering Unmasked Estep 
Score: -215966.515625 Penalty: 2418.810059
	Iteration 0F: 3 clusters Score -215966.5 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -216587.578125 Penalty: 2418.810059
	Iteration 1F: 3 clusters Score -216587.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -217012.281250 Penalty: 2418.810059
	Iteration 2F: 3 clusters Score -217012.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -217331.906250 Penalty: 2418.810059
	Iteration 3F: 3 clusters Score -217331.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -217526.296875 Penalty: 2418.810059
	Iteration 4F: 3 clusters Score -217526.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -217625.453125 Penalty: 2418.810059
	Iteration 5Q: 3 clusters Score -217625.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -217670.421875 Penalty: 2418.810059
	Iteration 6Q: 3 clusters Score -217670.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -217690.984375 Penalty: 2418.810059
	Iteration 7Q: 3 clusters Score -217691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -217700.656250 Penalty: 2418.810059
	Iteration 8Q: 3 clusters Score -217700.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -217708.109375 Penalty: 2418.810059
	Iteration 9Q: 3 clusters Score -217708.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -217713.375000 Penalty: 2418.810059
	Iteration 10Q: 3 clusters Score -217713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -217715.218750 Penalty: 2418.810059
	Iteration 11Q: 3 clusters Score -217715.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -217717.593750 Penalty: 2418.810059
	Iteration 12Q: 3 clusters Score -217717.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -217719.359375 Penalty: 2418.810059
	Iteration 13Q: 3 clusters Score -217719.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -217720.359375 Penalty: 2418.810059
	Iteration 14Q: 3 clusters Score -217720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -217720.828125 Penalty: 2418.810059
	Iteration 15Q: 3 clusters Score -217720.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -217720.828125 Penalty: 2418.810059
	Iteration 16F: 3 clusters Score -217720.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Entering Unmasked Estep 
Score: -252714.937500 Penalty: 1235.309082
	Iteration 0F: 2 clusters Score -252714.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -250640.031250 Penalty: 2470.618164
	Iteration 0F: 3 clusters Score -250640 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -251209.703125 Penalty: 2470.618164
	Iteration 1F: 3 clusters Score -251209.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -251430.000000 Penalty: 2470.618164
	Iteration 2F: 3 clusters Score -251430 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -251758.250000 Penalty: 2470.618164
	Iteration 3F: 3 clusters Score -251758.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -252073.421875 Penalty: 2470.618164
	Iteration 4F: 3 clusters Score -252073.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -252326.453125 Penalty: 2470.618164
	Iteration 5F: 3 clusters Score -252326.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -252536.750000 Penalty: 2470.618164
	Iteration 6F: 3 clusters Score -252536.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -252645.625000 Penalty: 2470.618164
	Iteration 7Q: 3 clusters Score -252645.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -252688.062500 Penalty: 2470.618164
	Iteration 8Q: 3 clusters Score -252688.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -252716.359375 Penalty: 2470.618164
	Iteration 9Q: 3 clusters Score -252716.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -252729.109375 Penalty: 2470.618164
	Iteration 10Q: 3 clusters Score -252729.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -252743.062500 Penalty: 2470.618164
	Iteration 11Q: 3 clusters Score -252743.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -252757.421875 Penalty: 2470.618164
	Iteration 12Q: 3 clusters Score -252757.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -252770.640625 Penalty: 2470.618164
	Iteration 13Q: 3 clusters Score -252770.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -252782.109375 Penalty: 2470.618164
	Iteration 14Q: 3 clusters Score -252782.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -252792.890625 Penalty: 2470.618164
	Iteration 15Q: 3 clusters Score -252792.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -252800.187500 Penalty: 2470.618164
	Iteration 16Q: 3 clusters Score -252800.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -252806.843750 Penalty: 2470.618164
	Iteration 17Q: 3 clusters Score -252806.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -252812.359375 Penalty: 2470.618164
	Iteration 18Q: 3 clusters Score -252812.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -252819.953125 Penalty: 2470.618164
	Iteration 19Q: 3 clusters Score -252820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -252825.812500 Penalty: 2470.618164
	Iteration 20F: 3 clusters Score -252825.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -252831.484375 Penalty: 2470.618164
	Iteration 21Q: 3 clusters Score -252831.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -252835.375000 Penalty: 2470.618164
	Iteration 22Q: 3 clusters Score -252835.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -252840.765625 Penalty: 2470.618164
	Iteration 23Q: 3 clusters Score -252840.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -252843.453125 Penalty: 2470.618164
	Iteration 24Q: 3 clusters Score -252843.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -252844.609375 Penalty: 2470.618164
	Iteration 25Q: 3 clusters Score -252844.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -252844.609375 Penalty: 2470.618164
	Iteration 26F: 3 clusters Score -252844.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 4435 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 32551 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 29498 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 1520 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 38100 members 
Mstep: Class 31 contains 38005 members 
Mstep: Class 32 contains 4420 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 5997 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 18252 members 
Mstep: Class 40 contains 19287 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 14384 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22682 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Entering Unmasked Estep 
Score: -85851528.000000 Penalty: 136229.671875
Splitting cluster 6 changes total score from -85850720.000000 to -85851528.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 7 (4435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Entering Unmasked Estep 
Score: -553382.000000 Penalty: 1364.558472
	Iteration 0F: 2 clusters Score -553382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -549829.812500 Penalty: 2729.116943
	Iteration 0F: 3 clusters Score -549829.8 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -550849.750000 Penalty: 2729.116943
	Iteration 1F: 3 clusters Score -550849.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -551212.562500 Penalty: 2729.116943
	Iteration 2F: 3 clusters Score -551212.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -551725.812500 Penalty: 2729.116943
	Iteration 3F: 3 clusters Score -551725.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -552476.437500 Penalty: 2729.116943
	Iteration 4F: 3 clusters Score -552476.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -553115.312500 Penalty: 2729.116943
	Iteration 5F: 3 clusters Score -553115.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -553453.750000 Penalty: 2729.116943
	Iteration 6F: 3 clusters Score -553453.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -553565.312500 Penalty: 2729.116943
	Iteration 7Q: 3 clusters Score -553565.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -553614.125000 Penalty: 2729.116943
	Iteration 8Q: 3 clusters Score -553614.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -553644.187500 Penalty: 2729.116943
	Iteration 9Q: 3 clusters Score -553644.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -553657.875000 Penalty: 2729.116943
	Iteration 10Q: 3 clusters Score -553657.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -553672.562500 Penalty: 2729.116943
	Iteration 11Q: 3 clusters Score -553672.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -553681.437500 Penalty: 2729.116943
	Iteration 12Q: 3 clusters Score -553681.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -553688.375000 Penalty: 2729.116943
	Iteration 13Q: 3 clusters Score -553688.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -553692.500000 Penalty: 2729.116943
	Iteration 14Q: 3 clusters Score -553692.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -553695.375000 Penalty: 2729.116943
	Iteration 15Q: 3 clusters Score -553695.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -553699.750000 Penalty: 2729.116943
	Iteration 16Q: 3 clusters Score -553699.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -553701.812500 Penalty: 2729.116943
	Iteration 17Q: 3 clusters Score -553701.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -553703.875000 Penalty: 2729.116943
	Iteration 18Q: 3 clusters Score -553703.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -553704.312500 Penalty: 2729.116943
	Iteration 19Q: 3 clusters Score -553704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -553704.437500 Penalty: 2729.116943
	Iteration 20F: 3 clusters Score -553704.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -553704.750000 Penalty: 2729.116943
	Iteration 21Q: 3 clusters Score -553704.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -553704.750000 Penalty: 2729.116943
	Iteration 22F: 3 clusters Score -553704.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 32551 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 29498 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 1520 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 38100 members 
Mstep: Class 31 contains 38005 members 
Mstep: Class 32 contains 4420 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 5997 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 18252 members 
Mstep: Class 40 contains 19287 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 14384 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22682 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Entering Unmasked Estep 
Score: -85851384.000000 Penalty: 138392.046875
Splitting cluster 7 changes total score from -85850720.000000 to -85851384.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 8 (15968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Entering Unmasked Estep 
Score: -2417692.750000 Penalty: 1572.730591
	Iteration 0F: 2 clusters Score -2417693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2407054.750000 Penalty: 3145.461182
	Iteration 0F: 3 clusters Score -2407055 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2410880.250000 Penalty: 3145.461182
	Iteration 1F: 3 clusters Score -2410880 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2411243.000000 Penalty: 3145.461182
	Iteration 2F: 3 clusters Score -2411243 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2411638.500000 Penalty: 3145.461182
	Iteration 3F: 3 clusters Score -2411638 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2412128.500000 Penalty: 3145.461182
	Iteration 4F: 3 clusters Score -2412128 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2412728.750000 Penalty: 3145.461182
	Iteration 5F: 3 clusters Score -2412729 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2413366.750000 Penalty: 3145.461182
	Iteration 6F: 3 clusters Score -2413367 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2414084.500000 Penalty: 3145.461182
	Iteration 7F: 3 clusters Score -2414084 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2414734.000000 Penalty: 3145.461182
	Iteration 8F: 3 clusters Score -2414734 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2415263.500000 Penalty: 3145.461182
	Iteration 9Q: 3 clusters Score -2415264 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2415658.000000 Penalty: 3145.461182
	Iteration 10Q: 3 clusters Score -2415658 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2415890.250000 Penalty: 3145.461182
	Iteration 11Q: 3 clusters Score -2415890 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2416040.250000 Penalty: 3145.461182
	Iteration 12Q: 3 clusters Score -2416040 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2416123.250000 Penalty: 3145.461182
	Iteration 13Q: 3 clusters Score -2416123 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2416182.750000 Penalty: 3145.461182
	Iteration 14Q: 3 clusters Score -2416183 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2416199.750000 Penalty: 3145.461182
	Iteration 15Q: 3 clusters Score -2416200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2416226.250000 Penalty: 3145.461182
	Iteration 16Q: 3 clusters Score -2416226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2416252.250000 Penalty: 3145.461182
	Iteration 17Q: 3 clusters Score -2416252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2416271.000000 Penalty: 3145.461182
	Iteration 18Q: 3 clusters Score -2416271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2416288.500000 Penalty: 3145.461182
	Iteration 19Q: 3 clusters Score -2416288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2416305.000000 Penalty: 3145.461182
	Iteration 20F: 3 clusters Score -2416305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2416329.750000 Penalty: 3145.461182
	Iteration 21Q: 3 clusters Score -2416330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2416357.750000 Penalty: 3145.461182
	Iteration 22Q: 3 clusters Score -2416358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2416378.250000 Penalty: 3145.461182
	Iteration 23Q: 3 clusters Score -2416378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2416395.000000 Penalty: 3145.461182
	Iteration 24Q: 3 clusters Score -2416395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2416397.750000 Penalty: 3145.461182
	Iteration 25Q: 3 clusters Score -2416398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2416401.000000 Penalty: 3145.461182
	Iteration 26Q: 3 clusters Score -2416401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2416402.250000 Penalty: 3145.461182
	Iteration 27Q: 3 clusters Score -2416402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2416402.250000 Penalty: 3145.461182
	Iteration 28F: 3 clusters Score -2416402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Entering Unmasked Estep 
Score: -2930209.250000 Penalty: 1607.584961
	Iteration 0F: 2 clusters Score -2930209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2916901.250000 Penalty: 3215.169922
	Iteration 0F: 3 clusters Score -2916901 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2921987.250000 Penalty: 3215.169922
	Iteration 1F: 3 clusters Score -2921987 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2922365.250000 Penalty: 3215.169922
	Iteration 2F: 3 clusters Score -2922365 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2922741.250000 Penalty: 3215.169922
	Iteration 3F: 3 clusters Score -2922741 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2923103.750000 Penalty: 3215.169922
	Iteration 4Q: 3 clusters Score -2923104 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2923467.000000 Penalty: 3215.169922
	Iteration 5Q: 3 clusters Score -2923467 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2923768.000000 Penalty: 3215.169922
	Iteration 6Q: 3 clusters Score -2923768 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2924066.500000 Penalty: 3215.169922
	Iteration 7Q: 3 clusters Score -2924066 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2924352.250000 Penalty: 3215.169922
	Iteration 8Q: 3 clusters Score -2924352 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2924672.250000 Penalty: 3215.169922
	Iteration 9Q: 3 clusters Score -2924672 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2925025.250000 Penalty: 3215.169922
	Iteration 10Q: 3 clusters Score -2925025 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2925428.000000 Penalty: 3215.169922
	Iteration 11Q: 3 clusters Score -2925428 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2925800.500000 Penalty: 3215.169922
	Iteration 12Q: 3 clusters Score -2925800 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2926092.250000 Penalty: 3215.169922
	Iteration 13Q: 3 clusters Score -2926092 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2926328.250000 Penalty: 3215.169922
	Iteration 14Q: 3 clusters Score -2926328 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2926525.000000 Penalty: 3215.169922
	Iteration 15Q: 3 clusters Score -2926525 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2926677.500000 Penalty: 3215.169922
	Iteration 16Q: 3 clusters Score -2926678 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2926820.500000 Penalty: 3215.169922
	Iteration 17Q: 3 clusters Score -2926820 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2926949.500000 Penalty: 3215.169922
	Iteration 18Q: 3 clusters Score -2926950 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2927052.750000 Penalty: 3215.169922
	Iteration 19Q: 3 clusters Score -2927053 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2927185.750000 Penalty: 3215.169922
	Iteration 20F: 3 clusters Score -2927186 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2927299.000000 Penalty: 3215.169922
	Iteration 21Q: 3 clusters Score -2927299 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2927437.000000 Penalty: 3215.169922
	Iteration 22Q: 3 clusters Score -2927437 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2927572.500000 Penalty: 3215.169922
	Iteration 23Q: 3 clusters Score -2927572 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2927709.750000 Penalty: 3215.169922
	Iteration 24Q: 3 clusters Score -2927710 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2927846.750000 Penalty: 3215.169922
	Iteration 25Q: 3 clusters Score -2927847 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2927968.750000 Penalty: 3215.169922
	Iteration 26Q: 3 clusters Score -2927969 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2928090.750000 Penalty: 3215.169922
	Iteration 27Q: 3 clusters Score -2928091 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2928229.750000 Penalty: 3215.169922
	Iteration 28Q: 3 clusters Score -2928230 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2928351.500000 Penalty: 3215.169922
	Iteration 29Q: 3 clusters Score -2928352 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2928438.500000 Penalty: 3215.169922
	Iteration 30Q: 3 clusters Score -2928438 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2928512.000000 Penalty: 3215.169922
	Iteration 31Q: 3 clusters Score -2928512 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2928568.250000 Penalty: 3215.169922
	Iteration 32Q: 3 clusters Score -2928568 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2928633.750000 Penalty: 3215.169922
	Iteration 33Q: 3 clusters Score -2928634 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2928680.750000 Penalty: 3215.169922
	Iteration 34Q: 3 clusters Score -2928681 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2928724.750000 Penalty: 3215.169922
	Iteration 35Q: 3 clusters Score -2928725 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2928747.000000 Penalty: 3215.169922
	Iteration 36Q: 3 clusters Score -2928747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2928762.000000 Penalty: 3215.169922
	Iteration 37Q: 3 clusters Score -2928762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2928782.500000 Penalty: 3215.169922
	Iteration 38Q: 3 clusters Score -2928782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2928790.750000 Penalty: 3215.169922
	Iteration 39Q: 3 clusters Score -2928791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2928807.250000 Penalty: 3215.169922
	Iteration 40F: 3 clusters Score -2928807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2928824.500000 Penalty: 3215.169922
	Iteration 41Q: 3 clusters Score -2928824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2928825.500000 Penalty: 3215.169922
	Iteration 42Q: 3 clusters Score -2928826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2928830.000000 Penalty: 3215.169922
	Iteration 43Q: 3 clusters Score -2928830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2928833.500000 Penalty: 3215.169922
	Iteration 44Q: 3 clusters Score -2928834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2928835.750000 Penalty: 3215.169922
	Iteration 45Q: 3 clusters Score -2928836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2928840.250000 Penalty: 3215.169922
	Iteration 46Q: 3 clusters Score -2928840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2928843.000000 Penalty: 3215.169922
	Iteration 47Q: 3 clusters Score -2928843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2928843.500000 Penalty: 3215.169922
	Iteration 48Q: 3 clusters Score -2928844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2928847.000000 Penalty: 3215.169922
	Iteration 49Q: 3 clusters Score -2928847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2928849.000000 Penalty: 3215.169922
	Iteration 50Q: 3 clusters Score -2928849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2928850.500000 Penalty: 3215.169922
	Iteration 51Q: 3 clusters Score -2928850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2928856.000000 Penalty: 3215.169922
	Iteration 52Q: 3 clusters Score -2928856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2928855.750000 Penalty: 3215.169922
	Iteration 53Q: 3 clusters Score -2928856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2928856.500000 Penalty: 3215.169922
	Iteration 54Q: 3 clusters Score -2928856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2928856.500000 Penalty: 3215.169922
	Iteration 55F: 3 clusters Score -2928856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Entering Unmasked Estep 
Score: -377067.937500 Penalty: 1287.131592
	Iteration 0F: 2 clusters Score -377067.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -374538.593750 Penalty: 2574.263184
	Iteration 0F: 3 clusters Score -374538.6 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -375164.812500 Penalty: 2574.263184
	Iteration 1F: 3 clusters Score -375164.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -375336.250000 Penalty: 2574.263184
	Iteration 2F: 3 clusters Score -375336.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -375445.031250 Penalty: 2574.263184
	Iteration 3F: 3 clusters Score -375445 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -375550.468750 Penalty: 2574.263184
	Iteration 4Q: 3 clusters Score -375550.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -375667.031250 Penalty: 2574.263184
	Iteration 5Q: 3 clusters Score -375667 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -375777.281250 Penalty: 2574.263184
	Iteration 6Q: 3 clusters Score -375777.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -375850.218750 Penalty: 2574.263184
	Iteration 7Q: 3 clusters Score -375850.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -375918.031250 Penalty: 2574.263184
	Iteration 8Q: 3 clusters Score -375918 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -375975.937500 Penalty: 2574.263184
	Iteration 9Q: 3 clusters Score -375975.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -376020.687500 Penalty: 2574.263184
	Iteration 10Q: 3 clusters Score -376020.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -376083.531250 Penalty: 2574.263184
	Iteration 11Q: 3 clusters Score -376083.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -376134.968750 Penalty: 2574.263184
	Iteration 12Q: 3 clusters Score -376135 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -376194.250000 Penalty: 2574.263184
	Iteration 13Q: 3 clusters Score -376194.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -376250.031250 Penalty: 2574.263184
	Iteration 14Q: 3 clusters Score -376250 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -376291.437500 Penalty: 2574.263184
	Iteration 15Q: 3 clusters Score -376291.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -376319.000000 Penalty: 2574.263184
	Iteration 16Q: 3 clusters Score -376319 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -376332.656250 Penalty: 2574.263184
	Iteration 17Q: 3 clusters Score -376332.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -376356.218750 Penalty: 2574.263184
	Iteration 18Q: 3 clusters Score -376356.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -376370.062500 Penalty: 2574.263184
	Iteration 19Q: 3 clusters Score -376370.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -376378.593750 Penalty: 2574.263184
	Iteration 20F: 3 clusters Score -376378.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -376386.125000 Penalty: 2574.263184
	Iteration 21Q: 3 clusters Score -376386.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -376392.500000 Penalty: 2574.263184
	Iteration 22Q: 3 clusters Score -376392.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -376396.781250 Penalty: 2574.263184
	Iteration 23Q: 3 clusters Score -376396.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -376398.125000 Penalty: 2574.263184
	Iteration 24Q: 3 clusters Score -376398.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -376399.937500 Penalty: 2574.263184
	Iteration 25Q: 3 clusters Score -376399.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -376401.125000 Penalty: 2574.263184
	Iteration 26Q: 3 clusters Score -376401.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -376401.125000 Penalty: 2574.263184
	Iteration 27F: 3 clusters Score -376401.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Entering Unmasked Estep 
Score: -336482.625000 Penalty: 1264.095337
	Iteration 0F: 2 clusters Score -336482.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -334145.250000 Penalty: 2528.190674
	Iteration 0F: 3 clusters Score -334145.2 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -334688.625000 Penalty: 2528.190674
	Iteration 1F: 3 clusters Score -334688.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -334837.187500 Penalty: 2528.190674
	Iteration 2F: 3 clusters Score -334837.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -334970.750000 Penalty: 2528.190674
	Iteration 3F: 3 clusters Score -334970.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -335127.218750 Penalty: 2528.190674
	Iteration 4F: 3 clusters Score -335127.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -335295.156250 Penalty: 2528.190674
	Iteration 5F: 3 clusters Score -335295.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -335452.406250 Penalty: 2528.190674
	Iteration 6F: 3 clusters Score -335452.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -335559.125000 Penalty: 2528.190674
	Iteration 7Q: 3 clusters Score -335559.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -335642.406250 Penalty: 2528.190674
	Iteration 8Q: 3 clusters Score -335642.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -335702.906250 Penalty: 2528.190674
	Iteration 9Q: 3 clusters Score -335702.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -335746.156250 Penalty: 2528.190674
	Iteration 10Q: 3 clusters Score -335746.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -335777.500000 Penalty: 2528.190674
	Iteration 11Q: 3 clusters Score -335777.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -335814.125000 Penalty: 2528.190674
	Iteration 12Q: 3 clusters Score -335814.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -335855.656250 Penalty: 2528.190674
	Iteration 13Q: 3 clusters Score -335855.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -335888.281250 Penalty: 2528.190674
	Iteration 14Q: 3 clusters Score -335888.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -335922.093750 Penalty: 2528.190674
	Iteration 15Q: 3 clusters Score -335922.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -335940.937500 Penalty: 2528.190674
	Iteration 16Q: 3 clusters Score -335940.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -335962.187500 Penalty: 2528.190674
	Iteration 17Q: 3 clusters Score -335962.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -335989.062500 Penalty: 2528.190674
	Iteration 18Q: 3 clusters Score -335989.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -336007.156250 Penalty: 2528.190674
	Iteration 19Q: 3 clusters Score -336007.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -336024.750000 Penalty: 2528.190674
	Iteration 20F: 3 clusters Score -336024.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -336032.687500 Penalty: 2528.190674
	Iteration 21Q: 3 clusters Score -336032.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -336038.062500 Penalty: 2528.190674
	Iteration 22Q: 3 clusters Score -336038.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -336044.718750 Penalty: 2528.190674
	Iteration 23Q: 3 clusters Score -336044.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -336049.125000 Penalty: 2528.190674
	Iteration 24Q: 3 clusters Score -336049.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -336050.468750 Penalty: 2528.190674
	Iteration 25Q: 3 clusters Score -336050.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -336050.812500 Penalty: 2528.190674
	Iteration 26Q: 3 clusters Score -336050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -336051.250000 Penalty: 2528.190674
	Iteration 27Q: 3 clusters Score -336051.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -336051.250000 Penalty: 2528.190674
	Iteration 28F: 3 clusters Score -336051.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Entering Unmasked Estep 
Score: -1626671.125000 Penalty: 1556.351807
	Iteration 0F: 2 clusters Score -1626671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1616709.625000 Penalty: 3112.703613
	Iteration 0F: 3 clusters Score -1616710 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1620285.875000 Penalty: 3112.703613
	Iteration 1F: 3 clusters Score -1620286 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1620856.500000 Penalty: 3112.703613
	Iteration 2F: 3 clusters Score -1620856 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1621566.250000 Penalty: 3112.703613
	Iteration 3F: 3 clusters Score -1621566 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1622285.500000 Penalty: 3112.703613
	Iteration 4F: 3 clusters Score -1622286 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1622987.250000 Penalty: 3112.703613
	Iteration 5F: 3 clusters Score -1622987 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1623666.500000 Penalty: 3112.703613
	Iteration 6F: 3 clusters Score -1623666 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1624223.875000 Penalty: 3112.703613
	Iteration 7Q: 3 clusters Score -1624224 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1624598.875000 Penalty: 3112.703613
	Iteration 8Q: 3 clusters Score -1624599 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1624809.125000 Penalty: 3112.703613
	Iteration 9Q: 3 clusters Score -1624809 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1624937.875000 Penalty: 3112.703613
	Iteration 10Q: 3 clusters Score -1624938 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1625012.750000 Penalty: 3112.703613
	Iteration 11Q: 3 clusters Score -1625013 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1625047.250000 Penalty: 3112.703613
	Iteration 12Q: 3 clusters Score -1625047 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1625081.375000 Penalty: 3112.703613
	Iteration 13Q: 3 clusters Score -1625081 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1625096.875000 Penalty: 3112.703613
	Iteration 14Q: 3 clusters Score -1625097 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1625120.750000 Penalty: 3112.703613
	Iteration 15Q: 3 clusters Score -1625121 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1625132.875000 Penalty: 3112.703613
	Iteration 16Q: 3 clusters Score -1625133 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1625155.000000 Penalty: 3112.703613
	Iteration 17Q: 3 clusters Score -1625155 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1625171.250000 Penalty: 3112.703613
	Iteration 18Q: 3 clusters Score -1625171 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1625196.375000 Penalty: 3112.703613
	Iteration 19Q: 3 clusters Score -1625196 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1625239.500000 Penalty: 3112.703613
	Iteration 20F: 3 clusters Score -1625240 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1625296.625000 Penalty: 3112.703613
	Iteration 21Q: 3 clusters Score -1625297 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1625351.875000 Penalty: 3112.703613
	Iteration 22Q: 3 clusters Score -1625352 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1625431.000000 Penalty: 3112.703613
	Iteration 23Q: 3 clusters Score -1625431 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1625539.125000 Penalty: 3112.703613
	Iteration 24Q: 3 clusters Score -1625539 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1625648.375000 Penalty: 3112.703613
	Iteration 25Q: 3 clusters Score -1625648 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1625738.500000 Penalty: 3112.703613
	Iteration 26Q: 3 clusters Score -1625738 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1625819.125000 Penalty: 3112.703613
	Iteration 27Q: 3 clusters Score -1625819 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1625864.500000 Penalty: 3112.703613
	Iteration 28Q: 3 clusters Score -1625864 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1625932.625000 Penalty: 3112.703613
	Iteration 29Q: 3 clusters Score -1625933 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1625985.000000 Penalty: 3112.703613
	Iteration 30Q: 3 clusters Score -1625985 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1626014.250000 Penalty: 3112.703613
	Iteration 31Q: 3 clusters Score -1626014 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1626043.750000 Penalty: 3112.703613
	Iteration 32Q: 3 clusters Score -1626044 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1626061.750000 Penalty: 3112.703613
	Iteration 33Q: 3 clusters Score -1626062 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1626081.000000 Penalty: 3112.703613
	Iteration 34Q: 3 clusters Score -1626081 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1626091.500000 Penalty: 3112.703613
	Iteration 35Q: 3 clusters Score -1626092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1626095.375000 Penalty: 3112.703613
	Iteration 36Q: 3 clusters Score -1626095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1626106.500000 Penalty: 3112.703613
	Iteration 37Q: 3 clusters Score -1626106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1626108.375000 Penalty: 3112.703613
	Iteration 38Q: 3 clusters Score -1626108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1626116.875000 Penalty: 3112.703613
	Iteration 39Q: 3 clusters Score -1626117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1626124.625000 Penalty: 3112.703613
	Iteration 40F: 3 clusters Score -1626125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1626129.000000 Penalty: 3112.703613
	Iteration 41Q: 3 clusters Score -1626129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1626133.000000 Penalty: 3112.703613
	Iteration 42Q: 3 clusters Score -1626133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1626132.750000 Penalty: 3112.703613
	Iteration 43Q: 3 clusters Score -1626133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1626137.250000 Penalty: 3112.703613
	Iteration 44Q: 3 clusters Score -1626137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1626134.750000 Penalty: 3112.703613
	Iteration 45Q: 3 clusters Score -1626135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1626137.500000 Penalty: 3112.703613
	Iteration 46Q: 3 clusters Score -1626138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1626136.500000 Penalty: 3112.703613
	Iteration 47Q: 3 clusters Score -1626136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1626136.000000 Penalty: 3112.703613
	Iteration 48Q: 3 clusters Score -1626136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1626135.125000 Penalty: 3112.703613
	Iteration 49Q: 3 clusters Score -1626135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1626135.500000 Penalty: 3112.703613
	Iteration 50Q: 3 clusters Score -1626136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1626139.375000 Penalty: 3112.703613
	Iteration 51Q: 3 clusters Score -1626139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1626139.625000 Penalty: 3112.703613
	Iteration 52Q: 3 clusters Score -1626140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1626140.750000 Penalty: 3112.703613
	Iteration 53Q: 3 clusters Score -1626141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1626141.000000 Penalty: 3112.703613
	Iteration 54Q: 3 clusters Score -1626141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1626141.000000 Penalty: 3112.703613
	Iteration 55F: 3 clusters Score -1626141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -100740.804688 Penalty: 1075.110596
	Iteration 0F: 2 clusters Score -100740.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -99595.562500 Penalty: 2150.221191
	Iteration 0F: 3 clusters Score -99595.56 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -100013.570312 Penalty: 2150.221191
	Iteration 1F: 3 clusters Score -100013.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -100307.023438 Penalty: 2150.221191
	Iteration 2F: 3 clusters Score -100307 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -100488.835938 Penalty: 2150.221191
	Iteration 3F: 3 clusters Score -100488.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -100613.007812 Penalty: 2150.221191
	Iteration 4F: 3 clusters Score -100613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -100791.484375 Penalty: 2150.221191
	Iteration 5Q: 3 clusters Score -100791.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -100830.148438 Penalty: 2150.221191
	Iteration 6Q: 3 clusters Score -100830.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -100855.242188 Penalty: 2150.221191
	Iteration 7Q: 3 clusters Score -100855.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -100873.015625 Penalty: 2150.221191
	Iteration 8Q: 3 clusters Score -100873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -100877.031250 Penalty: 2150.221191
	Iteration 9Q: 3 clusters Score -100877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -100877.031250 Penalty: 2150.221191
	Iteration 10F: 3 clusters Score -100877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 141 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 32551 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 29498 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 1520 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 38100 members 
Mstep: Class 31 contains 38005 members 
Mstep: Class 32 contains 4420 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 5997 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 18252 members 
Mstep: Class 40 contains 19287 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 14384 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22682 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 606 members 
Entering Unmasked Estep 
Score: -85850424.000000 Penalty: 140554.421875
Splitting cluster 13 changes total score from -85850720.000000 to -85850424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Entering Unmasked Estep 
Score: -326642.781250 Penalty: 1269.379883
	Iteration 0F: 2 clusters Score -326642.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -324292.906250 Penalty: 2538.759766
	Iteration 0F: 3 clusters Score -324292.9 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -325039.281250 Penalty: 2538.759766
	Iteration 1F: 3 clusters Score -325039.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -325353.000000 Penalty: 2538.759766
	Iteration 2F: 3 clusters Score -325353 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -325696.937500 Penalty: 2538.759766
	Iteration 3F: 3 clusters Score -325696.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -326024.437500 Penalty: 2538.759766
	Iteration 4F: 3 clusters Score -326024.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -326300.875000 Penalty: 2538.759766
	Iteration 5F: 3 clusters Score -326300.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -326497.843750 Penalty: 2538.759766
	Iteration 6Q: 3 clusters Score -326497.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -326631.781250 Penalty: 2538.759766
	Iteration 7Q: 3 clusters Score -326631.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -326712.781250 Penalty: 2538.759766
	Iteration 8Q: 3 clusters Score -326712.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -326764.718750 Penalty: 2538.759766
	Iteration 9Q: 3 clusters Score -326764.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -326803.437500 Penalty: 2538.759766
	Iteration 10Q: 3 clusters Score -326803.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -326825.750000 Penalty: 2538.759766
	Iteration 11Q: 3 clusters Score -326825.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -326843.656250 Penalty: 2538.759766
	Iteration 12Q: 3 clusters Score -326843.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -326854.625000 Penalty: 2538.759766
	Iteration 13Q: 3 clusters Score -326854.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -326865.093750 Penalty: 2538.759766
	Iteration 14Q: 3 clusters Score -326865.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -326871.312500 Penalty: 2538.759766
	Iteration 15Q: 3 clusters Score -326871.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -326873.906250 Penalty: 2538.759766
	Iteration 16Q: 3 clusters Score -326873.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -326875.500000 Penalty: 2538.759766
	Iteration 17Q: 3 clusters Score -326875.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -326876.125000 Penalty: 2538.759766
	Iteration 18Q: 3 clusters Score -326876.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -326876.000000 Penalty: 2538.759766
	Iteration 19Q: 3 clusters Score -326876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -326876.000000 Penalty: 2538.759766
	Iteration 20F: 3 clusters Score -326876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 32551 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 29498 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 1520 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 38100 members 
Mstep: Class 31 contains 38005 members 
Mstep: Class 32 contains 4420 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 5997 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 18252 members 
Mstep: Class 40 contains 19287 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 14384 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22682 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Entering Unmasked Estep 
Score: -85850912.000000 Penalty: 140554.421875
Splitting cluster 14 changes total score from -85850720.000000 to -85850912.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 15 (1979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Entering Unmasked Estep 
Score: -262985.406250 Penalty: 1233.431396
	Iteration 0F: 2 clusters Score -262985.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -260921.093750 Penalty: 2466.862793
	Iteration 0F: 3 clusters Score -260921.1 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -261452.437500 Penalty: 2466.862793
	Iteration 1F: 3 clusters Score -261452.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -261612.968750 Penalty: 2466.862793
	Iteration 2F: 3 clusters Score -261613 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -261737.640625 Penalty: 2466.862793
	Iteration 3F: 3 clusters Score -261737.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -261872.500000 Penalty: 2466.862793
	Iteration 4F: 3 clusters Score -261872.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -261995.437500 Penalty: 2466.862793
	Iteration 5Q: 3 clusters Score -261995.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -262126.593750 Penalty: 2466.862793
	Iteration 6F: 3 clusters Score -262126.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -262254.312500 Penalty: 2466.862793
	Iteration 7Q: 3 clusters Score -262254.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -262390.125000 Penalty: 2466.862793
	Iteration 8Q: 3 clusters Score -262390.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -262500.937500 Penalty: 2466.862793
	Iteration 9Q: 3 clusters Score -262500.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -262580.437500 Penalty: 2466.862793
	Iteration 10Q: 3 clusters Score -262580.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -262633.218750 Penalty: 2466.862793
	Iteration 11Q: 3 clusters Score -262633.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -262673.062500 Penalty: 2466.862793
	Iteration 12Q: 3 clusters Score -262673.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -262719.687500 Penalty: 2466.862793
	Iteration 13Q: 3 clusters Score -262719.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -262768.562500 Penalty: 2466.862793
	Iteration 14Q: 3 clusters Score -262768.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -262827.656250 Penalty: 2466.862793
	Iteration 15Q: 3 clusters Score -262827.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -262893.750000 Penalty: 2466.862793
	Iteration 16Q: 3 clusters Score -262893.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -262946.000000 Penalty: 2466.862793
	Iteration 17Q: 3 clusters Score -262946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -262974.031250 Penalty: 2466.862793
	Iteration 18Q: 3 clusters Score -262974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -262989.875000 Penalty: 2466.862793
	Iteration 19Q: 3 clusters Score -262989.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -263006.281250 Penalty: 2466.862793
	Iteration 20F: 3 clusters Score -263006.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -263017.000000 Penalty: 2466.862793
	Iteration 21Q: 3 clusters Score -263017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -263019.843750 Penalty: 2466.862793
	Iteration 22Q: 3 clusters Score -263019.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -263021.531250 Penalty: 2466.862793
	Iteration 23Q: 3 clusters Score -263021.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -263021.906250 Penalty: 2466.862793
	Iteration 24Q: 3 clusters Score -263021.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -263022.406250 Penalty: 2466.862793
	Iteration 25Q: 3 clusters Score -263022.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -263022.406250 Penalty: 2466.862793
	Iteration 26F: 3 clusters Score -263022.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 32551 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 29498 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 1520 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 38100 members 
Mstep: Class 31 contains 38005 members 
Mstep: Class 32 contains 4420 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 5997 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 18252 members 
Mstep: Class 40 contains 19287 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 14384 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22682 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 1080 members 
Entering Unmasked Estep 
Score: -85850056.000000 Penalty: 142716.796875
Splitting cluster 15 changes total score from -85850720.000000 to -85850056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (32551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Entering Unmasked Estep 
Score: -4939216.000000 Penalty: 1688.466431
	Iteration 0F: 2 clusters Score -4939216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -4921876.000000 Penalty: 3376.932861
	Iteration 0F: 3 clusters Score -4921876 nChanged 15055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -4930485.500000 Penalty: 3376.932861
	Iteration 1F: 3 clusters Score -4930486 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -4931282.000000 Penalty: 3376.932861
	Iteration 2F: 3 clusters Score -4931282 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -4932311.000000 Penalty: 3376.932861
	Iteration 3F: 3 clusters Score -4932311 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -4933441.500000 Penalty: 3376.932861
	Iteration 4F: 3 clusters Score -4933442 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -4934737.000000 Penalty: 3376.932861
	Iteration 5F: 3 clusters Score -4934737 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4936051.000000 Penalty: 3376.932861
	Iteration 6F: 3 clusters Score -4936051 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -4937241.500000 Penalty: 3376.932861
	Iteration 7F: 3 clusters Score -4937242 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -4938112.000000 Penalty: 3376.932861
	Iteration 8F: 3 clusters Score -4938112 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -4938616.500000 Penalty: 3376.932861
	Iteration 9Q: 3 clusters Score -4938616 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -4939036.500000 Penalty: 3376.932861
	Iteration 10Q: 3 clusters Score -4939036 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -4939359.500000 Penalty: 3376.932861
	Iteration 11Q: 3 clusters Score -4939360 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -4939718.500000 Penalty: 3376.932861
	Iteration 12Q: 3 clusters Score -4939718 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -4940054.000000 Penalty: 3376.932861
	Iteration 13Q: 3 clusters Score -4940054 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -4940389.500000 Penalty: 3376.932861
	Iteration 14Q: 3 clusters Score -4940390 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -4940635.500000 Penalty: 3376.932861
	Iteration 15Q: 3 clusters Score -4940636 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -4940899.000000 Penalty: 3376.932861
	Iteration 16Q: 3 clusters Score -4940899 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -4941128.500000 Penalty: 3376.932861
	Iteration 17Q: 3 clusters Score -4941128 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -4941317.500000 Penalty: 3376.932861
	Iteration 18Q: 3 clusters Score -4941318 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -4941475.000000 Penalty: 3376.932861
	Iteration 19Q: 3 clusters Score -4941475 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -4941568.000000 Penalty: 3376.932861
	Iteration 20F: 3 clusters Score -4941568 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -4941671.500000 Penalty: 3376.932861
	Iteration 21Q: 3 clusters Score -4941672 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -4941727.000000 Penalty: 3376.932861
	Iteration 22Q: 3 clusters Score -4941727 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -4941791.500000 Penalty: 3376.932861
	Iteration 23Q: 3 clusters Score -4941792 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -4941849.000000 Penalty: 3376.932861
	Iteration 24Q: 3 clusters Score -4941849 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -4941895.000000 Penalty: 3376.932861
	Iteration 25Q: 3 clusters Score -4941895 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -4941930.500000 Penalty: 3376.932861
	Iteration 26Q: 3 clusters Score -4941930 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -4941991.500000 Penalty: 3376.932861
	Iteration 27Q: 3 clusters Score -4941992 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -4942056.000000 Penalty: 3376.932861
	Iteration 28Q: 3 clusters Score -4942056 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -4942105.000000 Penalty: 3376.932861
	Iteration 29Q: 3 clusters Score -4942105 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -4942157.500000 Penalty: 3376.932861
	Iteration 30Q: 3 clusters Score -4942158 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -4942233.000000 Penalty: 3376.932861
	Iteration 31Q: 3 clusters Score -4942233 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -4942258.500000 Penalty: 3376.932861
	Iteration 32Q: 3 clusters Score -4942258 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -4942325.500000 Penalty: 3376.932861
	Iteration 33Q: 3 clusters Score -4942326 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -4942408.500000 Penalty: 3376.932861
	Iteration 34Q: 3 clusters Score -4942408 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -4942457.000000 Penalty: 3376.932861
	Iteration 35Q: 3 clusters Score -4942457 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -4942531.500000 Penalty: 3376.932861
	Iteration 36Q: 3 clusters Score -4942532 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -4942574.500000 Penalty: 3376.932861
	Iteration 37Q: 3 clusters Score -4942574 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -4942653.000000 Penalty: 3376.932861
	Iteration 38Q: 3 clusters Score -4942653 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -4942710.000000 Penalty: 3376.932861
	Iteration 39Q: 3 clusters Score -4942710 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -4942776.000000 Penalty: 3376.932861
	Iteration 40F: 3 clusters Score -4942776 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -4942824.000000 Penalty: 3376.932861
	Iteration 41Q: 3 clusters Score -4942824 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -4942889.000000 Penalty: 3376.932861
	Iteration 42Q: 3 clusters Score -4942889 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -4942891.500000 Penalty: 3376.932861
	Iteration 43Q: 3 clusters Score -4942892 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -4942907.500000 Penalty: 3376.932861
	Iteration 44Q: 3 clusters Score -4942908 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -4942945.000000 Penalty: 3376.932861
	Iteration 45Q: 3 clusters Score -4942945 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -4942949.000000 Penalty: 3376.932861
	Iteration 46Q: 3 clusters Score -4942949 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4942955.500000 Penalty: 3376.932861
	Iteration 47Q: 3 clusters Score -4942956 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -4942956.000000 Penalty: 3376.932861
	Iteration 48Q: 3 clusters Score -4942956 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -4942946.500000 Penalty: 3376.932861
	Iteration 49Q: 3 clusters Score -4942946 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -4942954.500000 Penalty: 3376.932861
	Iteration 50Q: 3 clusters Score -4942954 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -4942952.500000 Penalty: 3376.932861
	Iteration 51Q: 3 clusters Score -4942952 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -4942946.000000 Penalty: 3376.932861
	Iteration 52Q: 3 clusters Score -4942946 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -4942935.000000 Penalty: 3376.932861
	Iteration 53Q: 3 clusters Score -4942935 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -4942917.000000 Penalty: 3376.932861
	Iteration 54Q: 3 clusters Score -4942917 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -4942917.000000 Penalty: 3376.932861
	Iteration 55Q: 3 clusters Score -4942917 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -4942901.000000 Penalty: 3376.932861
	Iteration 56Q: 3 clusters Score -4942901 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -4942887.500000 Penalty: 3376.932861
	Iteration 57Q: 3 clusters Score -4942888 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -4942880.500000 Penalty: 3376.932861
	Iteration 58Q: 3 clusters Score -4942880 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -4942873.000000 Penalty: 3376.932861
	Iteration 59Q: 3 clusters Score -4942873 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -4942855.000000 Penalty: 3376.932861
	Iteration 60F: 3 clusters Score -4942855 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -4942851.000000 Penalty: 3376.932861
	Iteration 61Q: 3 clusters Score -4942851 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -4942849.500000 Penalty: 3376.932861
	Iteration 62Q: 3 clusters Score -4942850 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -4942837.500000 Penalty: 3376.932861
	Iteration 63Q: 3 clusters Score -4942838 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -4942829.500000 Penalty: 3376.932861
	Iteration 64Q: 3 clusters Score -4942830 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -4942840.000000 Penalty: 3376.932861
	Iteration 65Q: 3 clusters Score -4942840 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -4942828.500000 Penalty: 3376.932861
	Iteration 66Q: 3 clusters Score -4942828 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -4942838.000000 Penalty: 3376.932861
	Iteration 67Q: 3 clusters Score -4942838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -4942839.500000 Penalty: 3376.932861
	Iteration 68Q: 3 clusters Score -4942840 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -4942836.000000 Penalty: 3376.932861
	Iteration 69Q: 3 clusters Score -4942836 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -4942829.500000 Penalty: 3376.932861
	Iteration 70Q: 3 clusters Score -4942830 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -4942823.500000 Penalty: 3376.932861
	Iteration 71Q: 3 clusters Score -4942824 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -4942811.000000 Penalty: 3376.932861
	Iteration 72Q: 3 clusters Score -4942811 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -4942797.500000 Penalty: 3376.932861
	Iteration 73Q: 3 clusters Score -4942798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -4942800.500000 Penalty: 3376.932861
	Iteration 74Q: 3 clusters Score -4942800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -4942804.000000 Penalty: 3376.932861
	Iteration 75Q: 3 clusters Score -4942804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -4942803.000000 Penalty: 3376.932861
	Iteration 76Q: 3 clusters Score -4942803 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -4942796.000000 Penalty: 3376.932861
	Iteration 77Q: 3 clusters Score -4942796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -4942792.000000 Penalty: 3376.932861
	Iteration 78Q: 3 clusters Score -4942792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -4942788.500000 Penalty: 3376.932861
	Iteration 79Q: 3 clusters Score -4942788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -4942772.500000 Penalty: 3376.932861
	Iteration 80F: 3 clusters Score -4942772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -4942774.000000 Penalty: 3376.932861
	Iteration 81Q: 3 clusters Score -4942774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -4942767.500000 Penalty: 3376.932861
	Iteration 82Q: 3 clusters Score -4942768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -4942767.000000 Penalty: 3376.932861
	Iteration 83Q: 3 clusters Score -4942767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -4942774.000000 Penalty: 3376.932861
	Iteration 84Q: 3 clusters Score -4942774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -4942776.500000 Penalty: 3376.932861
	Iteration 85Q: 3 clusters Score -4942776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -4942771.000000 Penalty: 3376.932861
	Iteration 86Q: 3 clusters Score -4942771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -4942772.000000 Penalty: 3376.932861
	Iteration 87Q: 3 clusters Score -4942772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -4942774.000000 Penalty: 3376.932861
	Iteration 88Q: 3 clusters Score -4942774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -4942775.000000 Penalty: 3376.932861
	Iteration 89Q: 3 clusters Score -4942775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -4942767.000000 Penalty: 3376.932861
	Iteration 90Q: 3 clusters Score -4942767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -4942772.500000 Penalty: 3376.932861
	Iteration 91Q: 3 clusters Score -4942772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -4942765.500000 Penalty: 3376.932861
	Iteration 92Q: 3 clusters Score -4942766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -4942759.000000 Penalty: 3376.932861
	Iteration 93Q: 3 clusters Score -4942759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -4942757.500000 Penalty: 3376.932861
	Iteration 94Q: 3 clusters Score -4942758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -4942755.000000 Penalty: 3376.932861
	Iteration 95Q: 3 clusters Score -4942755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -4942757.000000 Penalty: 3376.932861
	Iteration 96Q: 3 clusters Score -4942757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -4942757.000000 Penalty: 3376.932861
	Iteration 97Q: 3 clusters Score -4942757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -4942758.000000 Penalty: 3376.932861
	Iteration 98Q: 3 clusters Score -4942758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -4942754.500000 Penalty: 3376.932861
	Iteration 99Q: 3 clusters Score -4942754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -4942758.000000 Penalty: 3376.932861
	Iteration 100F: 3 clusters Score -4942758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -4942757.000000 Penalty: 3376.932861
	Iteration 101Q: 3 clusters Score -4942757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -4942760.000000 Penalty: 3376.932861
	Iteration 102Q: 3 clusters Score -4942760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -4942750.500000 Penalty: 3376.932861
	Iteration 103Q: 3 clusters Score -4942750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -4942741.500000 Penalty: 3376.932861
	Iteration 104Q: 3 clusters Score -4942742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -4942736.000000 Penalty: 3376.932861
	Iteration 105Q: 3 clusters Score -4942736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -4942738.500000 Penalty: 3376.932861
	Iteration 106Q: 3 clusters Score -4942738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -4942741.500000 Penalty: 3376.932861
	Iteration 107Q: 3 clusters Score -4942742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -4942739.000000 Penalty: 3376.932861
	Iteration 108Q: 3 clusters Score -4942739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -4942733.500000 Penalty: 3376.932861
	Iteration 109Q: 3 clusters Score -4942734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -4942736.000000 Penalty: 3376.932861
	Iteration 110Q: 3 clusters Score -4942736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -4942733.500000 Penalty: 3376.932861
	Iteration 111Q: 3 clusters Score -4942734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -4942734.000000 Penalty: 3376.932861
	Iteration 112Q: 3 clusters Score -4942734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -4942734.500000 Penalty: 3376.932861
	Iteration 113Q: 3 clusters Score -4942734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -4942734.500000 Penalty: 3376.932861
	Iteration 114F: 3 clusters Score -4942734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 29498 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 1520 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 38100 members 
Mstep: Class 31 contains 38005 members 
Mstep: Class 32 contains 4420 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 5997 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 18252 members 
Mstep: Class 40 contains 19287 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 14384 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22682 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 20515 members 
Entering Unmasked Estep 
Score: -85853968.000000 Penalty: 142716.796875
Splitting cluster 16 changes total score from -85850720.000000 to -85853968.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 17 (3046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Entering Unmasked Estep 
Score: -413126.125000 Penalty: 1303.507446
	Iteration 0F: 2 clusters Score -413126.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -410392.218750 Penalty: 2607.014893
	Iteration 0F: 3 clusters Score -410392.2 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -411160.906250 Penalty: 2607.014893
	Iteration 1F: 3 clusters Score -411160.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -411459.593750 Penalty: 2607.014893
	Iteration 2F: 3 clusters Score -411459.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -411726.343750 Penalty: 2607.014893
	Iteration 3F: 3 clusters Score -411726.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -411941.781250 Penalty: 2607.014893
	Iteration 4F: 3 clusters Score -411941.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -412129.656250 Penalty: 2607.014893
	Iteration 5F: 3 clusters Score -412129.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -412268.031250 Penalty: 2607.014893
	Iteration 6Q: 3 clusters Score -412268 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -412384.781250 Penalty: 2607.014893
	Iteration 7Q: 3 clusters Score -412384.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -412477.593750 Penalty: 2607.014893
	Iteration 8Q: 3 clusters Score -412477.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -412526.906250 Penalty: 2607.014893
	Iteration 9Q: 3 clusters Score -412526.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -412568.906250 Penalty: 2607.014893
	Iteration 10Q: 3 clusters Score -412568.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -412605.437500 Penalty: 2607.014893
	Iteration 11Q: 3 clusters Score -412605.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -412629.937500 Penalty: 2607.014893
	Iteration 12Q: 3 clusters Score -412629.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -412655.093750 Penalty: 2607.014893
	Iteration 13Q: 3 clusters Score -412655.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -412680.406250 Penalty: 2607.014893
	Iteration 14Q: 3 clusters Score -412680.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -412710.031250 Penalty: 2607.014893
	Iteration 15Q: 3 clusters Score -412710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -412737.625000 Penalty: 2607.014893
	Iteration 16Q: 3 clusters Score -412737.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -412769.656250 Penalty: 2607.014893
	Iteration 17Q: 3 clusters Score -412769.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -412806.125000 Penalty: 2607.014893
	Iteration 18Q: 3 clusters Score -412806.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -412846.250000 Penalty: 2607.014893
	Iteration 19Q: 3 clusters Score -412846.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -412884.000000 Penalty: 2607.014893
	Iteration 20F: 3 clusters Score -412884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -412928.406250 Penalty: 2607.014893
	Iteration 21Q: 3 clusters Score -412928.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -412987.468750 Penalty: 2607.014893
	Iteration 22Q: 3 clusters Score -412987.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -413043.656250 Penalty: 2607.014893
	Iteration 23Q: 3 clusters Score -413043.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -413093.875000 Penalty: 2607.014893
	Iteration 24Q: 3 clusters Score -413093.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -413130.156250 Penalty: 2607.014893
	Iteration 25Q: 3 clusters Score -413130.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -413159.843750 Penalty: 2607.014893
	Iteration 26Q: 3 clusters Score -413159.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -413179.812500 Penalty: 2607.014893
	Iteration 27Q: 3 clusters Score -413179.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -413195.625000 Penalty: 2607.014893
	Iteration 28Q: 3 clusters Score -413195.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -413206.093750 Penalty: 2607.014893
	Iteration 29Q: 3 clusters Score -413206.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -413215.250000 Penalty: 2607.014893
	Iteration 30Q: 3 clusters Score -413215.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -413219.250000 Penalty: 2607.014893
	Iteration 31Q: 3 clusters Score -413219.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -413224.468750 Penalty: 2607.014893
	Iteration 32Q: 3 clusters Score -413224.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -413228.187500 Penalty: 2607.014893
	Iteration 33Q: 3 clusters Score -413228.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -413232.781250 Penalty: 2607.014893
	Iteration 34Q: 3 clusters Score -413232.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -413235.000000 Penalty: 2607.014893
	Iteration 35Q: 3 clusters Score -413235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -413235.250000 Penalty: 2607.014893
	Iteration 36Q: 3 clusters Score -413235.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -413236.937500 Penalty: 2607.014893
	Iteration 37Q: 3 clusters Score -413236.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -413238.062500 Penalty: 2607.014893
	Iteration 38Q: 3 clusters Score -413238.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -413238.062500 Penalty: 2607.014893
	Iteration 39F: 3 clusters Score -413238.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 29498 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 1520 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 38100 members 
Mstep: Class 31 contains 38005 members 
Mstep: Class 32 contains 4420 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 5997 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 18252 members 
Mstep: Class 40 contains 19287 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 14384 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22682 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 20515 members 
Mstep: Class 67 contains 2054 members 
Entering Unmasked Estep 
Score: -85853344.000000 Penalty: 144879.171875
Splitting cluster 17 changes total score from -85850720.000000 to -85853344.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 18 (24969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Entering Unmasked Estep 
Score: -3817563.500000 Penalty: 1645.375854
	Iteration 0F: 2 clusters Score -3817564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3805021.250000 Penalty: 3290.751709
	Iteration 0F: 3 clusters Score -3805021 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -3811438.000000 Penalty: 3290.751709
	Iteration 1F: 3 clusters Score -3811438 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -3812181.750000 Penalty: 3290.751709
	Iteration 2F: 3 clusters Score -3812182 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -3813023.250000 Penalty: 3290.751709
	Iteration 3F: 3 clusters Score -3813023 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -3814035.500000 Penalty: 3290.751709
	Iteration 4F: 3 clusters Score -3814036 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -3814955.000000 Penalty: 3290.751709
	Iteration 5F: 3 clusters Score -3814955 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -3815189.750000 Penalty: 3290.751709
	Iteration 6F: 3 clusters Score -3815190 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3815224.750000 Penalty: 3290.751709
	Iteration 7Q: 3 clusters Score -3815225 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3815338.500000 Penalty: 3290.751709
	Iteration 8Q: 3 clusters Score -3815338 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3815506.500000 Penalty: 3290.751709
	Iteration 9Q: 3 clusters Score -3815506 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3815732.750000 Penalty: 3290.751709
	Iteration 10Q: 3 clusters Score -3815733 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3815853.000000 Penalty: 3290.751709
	Iteration 11Q: 3 clusters Score -3815853 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3815951.500000 Penalty: 3290.751709
	Iteration 12Q: 3 clusters Score -3815952 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3816026.250000 Penalty: 3290.751709
	Iteration 13Q: 3 clusters Score -3816026 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3816077.500000 Penalty: 3290.751709
	Iteration 14Q: 3 clusters Score -3816078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3816129.500000 Penalty: 3290.751709
	Iteration 15Q: 3 clusters Score -3816130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3816137.250000 Penalty: 3290.751709
	Iteration 16Q: 3 clusters Score -3816137 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3816158.000000 Penalty: 3290.751709
	Iteration 17Q: 3 clusters Score -3816158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3816168.500000 Penalty: 3290.751709
	Iteration 18Q: 3 clusters Score -3816168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3816182.250000 Penalty: 3290.751709
	Iteration 19Q: 3 clusters Score -3816182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3816189.000000 Penalty: 3290.751709
	Iteration 20F: 3 clusters Score -3816189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3816192.000000 Penalty: 3290.751709
	Iteration 21Q: 3 clusters Score -3816192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3816191.000000 Penalty: 3290.751709
	Iteration 22Q: 3 clusters Score -3816191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3816195.500000 Penalty: 3290.751709
	Iteration 23Q: 3 clusters Score -3816196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3816198.750000 Penalty: 3290.751709
	Iteration 24Q: 3 clusters Score -3816199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3816200.250000 Penalty: 3290.751709
	Iteration 25Q: 3 clusters Score -3816200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3816202.750000 Penalty: 3290.751709
	Iteration 26Q: 3 clusters Score -3816203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3816202.750000 Penalty: 3290.751709
	Iteration 27F: 3 clusters Score -3816203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -150651.015625 Penalty: 1126.364136
	Iteration 0F: 2 clusters Score -150651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -149186.328125 Penalty: 2252.728271
	Iteration 0F: 3 clusters Score -149186.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -149446.140625 Penalty: 2252.728271
	Iteration 1F: 3 clusters Score -149446.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -149524.265625 Penalty: 2252.728271
	Iteration 2F: 3 clusters Score -149524.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -149561.593750 Penalty: 2252.728271
	Iteration 3Q: 3 clusters Score -149561.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -149586.015625 Penalty: 2252.728271
	Iteration 4Q: 3 clusters Score -149586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -149602.203125 Penalty: 2252.728271
	Iteration 5Q: 3 clusters Score -149602.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -149611.718750 Penalty: 2252.728271
	Iteration 6Q: 3 clusters Score -149611.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -149620.296875 Penalty: 2252.728271
	Iteration 7Q: 3 clusters Score -149620.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -149627.234375 Penalty: 2252.728271
	Iteration 8Q: 3 clusters Score -149627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -149631.125000 Penalty: 2252.728271
	Iteration 9Q: 3 clusters Score -149631.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -149633.843750 Penalty: 2252.728271
	Iteration 10Q: 3 clusters Score -149633.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -149640.656250 Penalty: 2252.728271
	Iteration 11Q: 3 clusters Score -149640.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -149643.328125 Penalty: 2252.728271
	Iteration 12Q: 3 clusters Score -149643.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -149645.718750 Penalty: 2252.728271
	Iteration 13Q: 3 clusters Score -149645.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -149647.421875 Penalty: 2252.728271
	Iteration 14Q: 3 clusters Score -149647.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -149648.125000 Penalty: 2252.728271
	Iteration 15Q: 3 clusters Score -149648.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -149648.906250 Penalty: 2252.728271
	Iteration 16Q: 3 clusters Score -149648.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -149648.906250 Penalty: 2252.728271
	Iteration 17F: 3 clusters Score -149648.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Entering Unmasked Estep 
Score: -753742.937500 Penalty: 1379.896484
	Iteration 0F: 2 clusters Score -753742.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -749868.062500 Penalty: 2759.792969
	Iteration 0F: 3 clusters Score -749868.1 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -750902.312500 Penalty: 2759.792969
	Iteration 1F: 3 clusters Score -750902.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -751046.562500 Penalty: 2759.792969
	Iteration 2F: 3 clusters Score -751046.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -751141.062500 Penalty: 2759.792969
	Iteration 3Q: 3 clusters Score -751141.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -751201.937500 Penalty: 2759.792969
	Iteration 4Q: 3 clusters Score -751201.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -751248.875000 Penalty: 2759.792969
	Iteration 5Q: 3 clusters Score -751248.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -751282.937500 Penalty: 2759.792969
	Iteration 6Q: 3 clusters Score -751282.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -751316.500000 Penalty: 2759.792969
	Iteration 7Q: 3 clusters Score -751316.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -751344.375000 Penalty: 2759.792969
	Iteration 8Q: 3 clusters Score -751344.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -751371.312500 Penalty: 2759.792969
	Iteration 9Q: 3 clusters Score -751371.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -751391.687500 Penalty: 2759.792969
	Iteration 10Q: 3 clusters Score -751391.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -751411.812500 Penalty: 2759.792969
	Iteration 11Q: 3 clusters Score -751411.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -751430.125000 Penalty: 2759.792969
	Iteration 12Q: 3 clusters Score -751430.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -751449.562500 Penalty: 2759.792969
	Iteration 13Q: 3 clusters Score -751449.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -751465.687500 Penalty: 2759.792969
	Iteration 14Q: 3 clusters Score -751465.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -751481.937500 Penalty: 2759.792969
	Iteration 15Q: 3 clusters Score -751481.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -751499.750000 Penalty: 2759.792969
	Iteration 16Q: 3 clusters Score -751499.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -751515.750000 Penalty: 2759.792969
	Iteration 17Q: 3 clusters Score -751515.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -751535.250000 Penalty: 2759.792969
	Iteration 18Q: 3 clusters Score -751535.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -751554.375000 Penalty: 2759.792969
	Iteration 19Q: 3 clusters Score -751554.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -751573.562500 Penalty: 2759.792969
	Iteration 20F: 3 clusters Score -751573.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -751589.750000 Penalty: 2759.792969
	Iteration 21Q: 3 clusters Score -751589.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -751613.375000 Penalty: 2759.792969
	Iteration 22Q: 3 clusters Score -751613.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -751637.312500 Penalty: 2759.792969
	Iteration 23Q: 3 clusters Score -751637.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -751670.562500 Penalty: 2759.792969
	Iteration 24Q: 3 clusters Score -751670.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -751708.062500 Penalty: 2759.792969
	Iteration 25Q: 3 clusters Score -751708.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -751739.187500 Penalty: 2759.792969
	Iteration 26Q: 3 clusters Score -751739.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -751769.937500 Penalty: 2759.792969
	Iteration 27Q: 3 clusters Score -751769.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -751807.500000 Penalty: 2759.792969
	Iteration 28Q: 3 clusters Score -751807.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -751860.125000 Penalty: 2759.792969
	Iteration 29Q: 3 clusters Score -751860.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -751910.437500 Penalty: 2759.792969
	Iteration 30Q: 3 clusters Score -751910.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -751967.750000 Penalty: 2759.792969
	Iteration 31Q: 3 clusters Score -751967.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -752035.187500 Penalty: 2759.792969
	Iteration 32Q: 3 clusters Score -752035.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -752098.562500 Penalty: 2759.792969
	Iteration 33Q: 3 clusters Score -752098.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -752153.937500 Penalty: 2759.792969
	Iteration 34Q: 3 clusters Score -752153.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -752211.875000 Penalty: 2759.792969
	Iteration 35Q: 3 clusters Score -752211.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -752267.375000 Penalty: 2759.792969
	Iteration 36Q: 3 clusters Score -752267.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -752327.125000 Penalty: 2759.792969
	Iteration 37Q: 3 clusters Score -752327.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -752368.375000 Penalty: 2759.792969
	Iteration 38Q: 3 clusters Score -752368.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -752402.187500 Penalty: 2759.792969
	Iteration 39Q: 3 clusters Score -752402.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -752425.562500 Penalty: 2759.792969
	Iteration 40F: 3 clusters Score -752425.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -752453.375000 Penalty: 2759.792969
	Iteration 41Q: 3 clusters Score -752453.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -752480.312500 Penalty: 2759.792969
	Iteration 42Q: 3 clusters Score -752480.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -752497.375000 Penalty: 2759.792969
	Iteration 43Q: 3 clusters Score -752497.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -752514.312500 Penalty: 2759.792969
	Iteration 44Q: 3 clusters Score -752514.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -752525.187500 Penalty: 2759.792969
	Iteration 45Q: 3 clusters Score -752525.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -752533.312500 Penalty: 2759.792969
	Iteration 46Q: 3 clusters Score -752533.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -752536.000000 Penalty: 2759.792969
	Iteration 47Q: 3 clusters Score -752536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -752539.562500 Penalty: 2759.792969
	Iteration 48Q: 3 clusters Score -752539.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -752544.500000 Penalty: 2759.792969
	Iteration 49Q: 3 clusters Score -752544.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -752547.375000 Penalty: 2759.792969
	Iteration 50Q: 3 clusters Score -752547.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -752547.875000 Penalty: 2759.792969
	Iteration 51Q: 3 clusters Score -752547.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -752547.812500 Penalty: 2759.792969
	Iteration 52Q: 3 clusters Score -752547.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -752547.812500 Penalty: 2759.792969
	Iteration 53F: 3 clusters Score -752547.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Entering Unmasked Estep 
Score: -4465478.000000 Penalty: 1672.462646
	Iteration 0F: 2 clusters Score -4465478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -4452412.000000 Penalty: 3344.925293
	Iteration 0F: 3 clusters Score -4452412 nChanged 13610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -4460001.000000 Penalty: 3344.925293
	Iteration 1F: 3 clusters Score -4460001 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -4460573.000000 Penalty: 3344.925293
	Iteration 2F: 3 clusters Score -4460573 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -4461316.000000 Penalty: 3344.925293
	Iteration 3F: 3 clusters Score -4461316 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -4462385.500000 Penalty: 3344.925293
	Iteration 4F: 3 clusters Score -4462386 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -4463801.000000 Penalty: 3344.925293
	Iteration 5F: 3 clusters Score -4463801 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -4465409.500000 Penalty: 3344.925293
	Iteration 6F: 3 clusters Score -4465410 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -4466926.500000 Penalty: 3344.925293
	Iteration 7F: 3 clusters Score -4466926 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -4468200.000000 Penalty: 3344.925293
	Iteration 8F: 3 clusters Score -4468200 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -4469034.000000 Penalty: 3344.925293
	Iteration 9Q: 3 clusters Score -4469034 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -4469569.500000 Penalty: 3344.925293
	Iteration 10Q: 3 clusters Score -4469570 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -4470121.500000 Penalty: 3344.925293
	Iteration 11Q: 3 clusters Score -4470122 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -4470606.000000 Penalty: 3344.925293
	Iteration 12Q: 3 clusters Score -4470606 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -4471097.000000 Penalty: 3344.925293
	Iteration 13Q: 3 clusters Score -4471097 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -4471537.000000 Penalty: 3344.925293
	Iteration 14Q: 3 clusters Score -4471537 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -4471953.500000 Penalty: 3344.925293
	Iteration 15Q: 3 clusters Score -4471954 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -4472253.500000 Penalty: 3344.925293
	Iteration 16Q: 3 clusters Score -4472254 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -4472453.000000 Penalty: 3344.925293
	Iteration 17Q: 3 clusters Score -4472453 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -4472550.000000 Penalty: 3344.925293
	Iteration 18Q: 3 clusters Score -4472550 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -4472617.500000 Penalty: 3344.925293
	Iteration 19Q: 3 clusters Score -4472618 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -4472627.500000 Penalty: 3344.925293
	Iteration 20F: 3 clusters Score -4472628 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -4472630.000000 Penalty: 3344.925293
	Iteration 21Q: 3 clusters Score -4472630 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -4472642.500000 Penalty: 3344.925293
	Iteration 22Q: 3 clusters Score -4472642 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -4472630.000000 Penalty: 3344.925293
	Iteration 23Q: 3 clusters Score -4472630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -4472627.500000 Penalty: 3344.925293
	Iteration 24Q: 3 clusters Score -4472628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -4472636.000000 Penalty: 3344.925293
	Iteration 25Q: 3 clusters Score -4472636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -4472632.000000 Penalty: 3344.925293
	Iteration 26Q: 3 clusters Score -4472632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -4472632.500000 Penalty: 3344.925293
	Iteration 27Q: 3 clusters Score -4472632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -4472629.500000 Penalty: 3344.925293
	Iteration 28Q: 3 clusters Score -4472630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -4472632.500000 Penalty: 3344.925293
	Iteration 29Q: 3 clusters Score -4472632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -4472618.500000 Penalty: 3344.925293
	Iteration 30Q: 3 clusters Score -4472618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -4472624.500000 Penalty: 3344.925293
	Iteration 31Q: 3 clusters Score -4472624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -4472631.000000 Penalty: 3344.925293
	Iteration 32Q: 3 clusters Score -4472631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -4472629.500000 Penalty: 3344.925293
	Iteration 33Q: 3 clusters Score -4472630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -4472619.000000 Penalty: 3344.925293
	Iteration 34Q: 3 clusters Score -4472619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -4472617.000000 Penalty: 3344.925293
	Iteration 35Q: 3 clusters Score -4472617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -4472623.500000 Penalty: 3344.925293
	Iteration 36Q: 3 clusters Score -4472624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -4472622.500000 Penalty: 3344.925293
	Iteration 37Q: 3 clusters Score -4472622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -4472617.500000 Penalty: 3344.925293
	Iteration 38Q: 3 clusters Score -4472618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -4472618.500000 Penalty: 3344.925293
	Iteration 39Q: 3 clusters Score -4472618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -4472618.500000 Penalty: 3344.925293
	Iteration 40F: 3 clusters Score -4472618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 20096 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 1520 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 38100 members 
Mstep: Class 31 contains 38005 members 
Mstep: Class 32 contains 4420 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 5997 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 18252 members 
Mstep: Class 40 contains 19287 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 14384 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22682 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 20515 members 
Mstep: Class 67 contains 2054 members 
Mstep: Class 68 contains 9402 members 
Entering Unmasked Estep 
Score: -85860168.000000 Penalty: 147041.546875
Splitting cluster 21 changes total score from -85850720.000000 to -85860168.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 23 (9176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Entering Unmasked Estep 
Score: -1311581.375000 Penalty: 1482.706299
	Iteration 0F: 2 clusters Score -1311581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1304942.000000 Penalty: 2965.412598
	Iteration 0F: 3 clusters Score -1304942 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1307049.500000 Penalty: 2965.412598
	Iteration 1F: 3 clusters Score -1307050 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1307329.500000 Penalty: 2965.412598
	Iteration 2F: 3 clusters Score -1307330 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1307538.125000 Penalty: 2965.412598
	Iteration 3F: 3 clusters Score -1307538 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1307708.250000 Penalty: 2965.412598
	Iteration 4Q: 3 clusters Score -1307708 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1307860.375000 Penalty: 2965.412598
	Iteration 5Q: 3 clusters Score -1307860 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1308019.125000 Penalty: 2965.412598
	Iteration 6Q: 3 clusters Score -1308019 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1308168.125000 Penalty: 2965.412598
	Iteration 7Q: 3 clusters Score -1308168 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1308306.875000 Penalty: 2965.412598
	Iteration 8Q: 3 clusters Score -1308307 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1308444.500000 Penalty: 2965.412598
	Iteration 9Q: 3 clusters Score -1308444 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1308632.000000 Penalty: 2965.412598
	Iteration 10Q: 3 clusters Score -1308632 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1308850.500000 Penalty: 2965.412598
	Iteration 11Q: 3 clusters Score -1308850 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1309075.750000 Penalty: 2965.412598
	Iteration 12Q: 3 clusters Score -1309076 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1309302.375000 Penalty: 2965.412598
	Iteration 13Q: 3 clusters Score -1309302 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1309528.875000 Penalty: 2965.412598
	Iteration 14Q: 3 clusters Score -1309529 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1309720.250000 Penalty: 2965.412598
	Iteration 15Q: 3 clusters Score -1309720 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1309867.500000 Penalty: 2965.412598
	Iteration 16Q: 3 clusters Score -1309868 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1309975.625000 Penalty: 2965.412598
	Iteration 17Q: 3 clusters Score -1309976 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1310040.000000 Penalty: 2965.412598
	Iteration 18Q: 3 clusters Score -1310040 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1310094.500000 Penalty: 2965.412598
	Iteration 19Q: 3 clusters Score -1310094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1310130.125000 Penalty: 2965.412598
	Iteration 20F: 3 clusters Score -1310130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1310158.125000 Penalty: 2965.412598
	Iteration 21Q: 3 clusters Score -1310158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1310180.625000 Penalty: 2965.412598
	Iteration 22Q: 3 clusters Score -1310181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1310201.500000 Penalty: 2965.412598
	Iteration 23Q: 3 clusters Score -1310202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1310213.500000 Penalty: 2965.412598
	Iteration 24Q: 3 clusters Score -1310214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1310228.750000 Penalty: 2965.412598
	Iteration 25Q: 3 clusters Score -1310229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1310242.875000 Penalty: 2965.412598
	Iteration 26Q: 3 clusters Score -1310243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1310254.750000 Penalty: 2965.412598
	Iteration 27Q: 3 clusters Score -1310255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1310262.750000 Penalty: 2965.412598
	Iteration 28Q: 3 clusters Score -1310263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1310270.250000 Penalty: 2965.412598
	Iteration 29Q: 3 clusters Score -1310270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1310273.750000 Penalty: 2965.412598
	Iteration 30Q: 3 clusters Score -1310274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1310276.000000 Penalty: 2965.412598
	Iteration 31Q: 3 clusters Score -1310276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1310286.125000 Penalty: 2965.412598
	Iteration 32Q: 3 clusters Score -1310286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1310290.000000 Penalty: 2965.412598
	Iteration 33Q: 3 clusters Score -1310290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1310291.250000 Penalty: 2965.412598
	Iteration 34Q: 3 clusters Score -1310291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1310292.750000 Penalty: 2965.412598
	Iteration 35Q: 3 clusters Score -1310293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1310293.250000 Penalty: 2965.412598
	Iteration 36Q: 3 clusters Score -1310293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1310294.250000 Penalty: 2965.412598
	Iteration 37Q: 3 clusters Score -1310294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1310294.250000 Penalty: 2965.412598
	Iteration 38F: 3 clusters Score -1310294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Entering Unmasked Estep 
Score: -548743.125000 Penalty: 1350.442505
	Iteration 0F: 2 clusters Score -548743.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -545343.687500 Penalty: 2700.885010
	Iteration 0F: 3 clusters Score -545343.7 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -546324.000000 Penalty: 2700.885010
	Iteration 1F: 3 clusters Score -546324 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -546558.375000 Penalty: 2700.885010
	Iteration 2F: 3 clusters Score -546558.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -546713.250000 Penalty: 2700.885010
	Iteration 3F: 3 clusters Score -546713.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -546842.375000 Penalty: 2700.885010
	Iteration 4Q: 3 clusters Score -546842.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -546961.812500 Penalty: 2700.885010
	Iteration 5Q: 3 clusters Score -546961.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -547048.250000 Penalty: 2700.885010
	Iteration 6Q: 3 clusters Score -547048.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -547118.750000 Penalty: 2700.885010
	Iteration 7Q: 3 clusters Score -547118.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -547178.750000 Penalty: 2700.885010
	Iteration 8Q: 3 clusters Score -547178.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -547223.500000 Penalty: 2700.885010
	Iteration 9Q: 3 clusters Score -547223.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -547263.375000 Penalty: 2700.885010
	Iteration 10Q: 3 clusters Score -547263.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -547299.437500 Penalty: 2700.885010
	Iteration 11Q: 3 clusters Score -547299.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -547335.062500 Penalty: 2700.885010
	Iteration 12Q: 3 clusters Score -547335.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -547368.625000 Penalty: 2700.885010
	Iteration 13Q: 3 clusters Score -547368.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -547401.500000 Penalty: 2700.885010
	Iteration 14Q: 3 clusters Score -547401.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -547431.875000 Penalty: 2700.885010
	Iteration 15Q: 3 clusters Score -547431.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -547456.375000 Penalty: 2700.885010
	Iteration 16Q: 3 clusters Score -547456.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -547474.625000 Penalty: 2700.885010
	Iteration 17Q: 3 clusters Score -547474.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -547494.812500 Penalty: 2700.885010
	Iteration 18Q: 3 clusters Score -547494.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -547508.812500 Penalty: 2700.885010
	Iteration 19Q: 3 clusters Score -547508.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -547522.750000 Penalty: 2700.885010
	Iteration 20F: 3 clusters Score -547522.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -547536.187500 Penalty: 2700.885010
	Iteration 21Q: 3 clusters Score -547536.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -547550.187500 Penalty: 2700.885010
	Iteration 22Q: 3 clusters Score -547550.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -547558.250000 Penalty: 2700.885010
	Iteration 23Q: 3 clusters Score -547558.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -547568.187500 Penalty: 2700.885010
	Iteration 24Q: 3 clusters Score -547568.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -547579.375000 Penalty: 2700.885010
	Iteration 25Q: 3 clusters Score -547579.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -547587.875000 Penalty: 2700.885010
	Iteration 26Q: 3 clusters Score -547587.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -547592.000000 Penalty: 2700.885010
	Iteration 27Q: 3 clusters Score -547592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -547594.187500 Penalty: 2700.885010
	Iteration 28Q: 3 clusters Score -547594.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -547595.500000 Penalty: 2700.885010
	Iteration 29Q: 3 clusters Score -547595.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -547597.125000 Penalty: 2700.885010
	Iteration 30Q: 3 clusters Score -547597.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -547600.562500 Penalty: 2700.885010
	Iteration 31Q: 3 clusters Score -547600.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -547603.187500 Penalty: 2700.885010
	Iteration 32Q: 3 clusters Score -547603.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -547604.125000 Penalty: 2700.885010
	Iteration 33Q: 3 clusters Score -547604.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -547610.000000 Penalty: 2700.885010
	Iteration 34Q: 3 clusters Score -547610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -547611.125000 Penalty: 2700.885010
	Iteration 35Q: 3 clusters Score -547611.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -547613.250000 Penalty: 2700.885010
	Iteration 36Q: 3 clusters Score -547613.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -547613.562500 Penalty: 2700.885010
	Iteration 37Q: 3 clusters Score -547613.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -547614.750000 Penalty: 2700.885010
	Iteration 38Q: 3 clusters Score -547614.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -547616.812500 Penalty: 2700.885010
	Iteration 39Q: 3 clusters Score -547616.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -547617.687500 Penalty: 2700.885010
	Iteration 40F: 3 clusters Score -547617.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -547617.812500 Penalty: 2700.885010
	Iteration 41Q: 3 clusters Score -547617.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -547618.187500 Penalty: 2700.885010
	Iteration 42Q: 3 clusters Score -547618.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -547619.000000 Penalty: 2700.885010
	Iteration 43Q: 3 clusters Score -547619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -547619.250000 Penalty: 2700.885010
	Iteration 44Q: 3 clusters Score -547619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -547619.062500 Penalty: 2700.885010
	Iteration 45Q: 3 clusters Score -547619.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -547619.562500 Penalty: 2700.885010
	Iteration 46Q: 3 clusters Score -547619.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -547619.562500 Penalty: 2700.885010
	Iteration 47F: 3 clusters Score -547619.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -50630.375000 Penalty: 1002.561707
	Iteration 0F: 2 clusters Score -50630.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49620.429688 Penalty: 2005.123413
	Iteration 0F: 3 clusters Score -49620.43 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49841.105469 Penalty: 2005.123413
	Iteration 1F: 3 clusters Score -49841.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49908.246094 Penalty: 2005.123413
	Iteration 2F: 3 clusters Score -49908.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -49946.753906 Penalty: 2005.123413
	Iteration 3Q: 3 clusters Score -49946.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -49971.628906 Penalty: 2005.123413
	Iteration 4Q: 3 clusters Score -49971.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49993.890625 Penalty: 2005.123413
	Iteration 5Q: 3 clusters Score -49993.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50025.667969 Penalty: 2005.123413
	Iteration 6Q: 3 clusters Score -50025.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50031.386719 Penalty: 2005.123413
	Iteration 7Q: 3 clusters Score -50031.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50034.488281 Penalty: 2005.123413
	Iteration 8Q: 3 clusters Score -50034.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50035.382812 Penalty: 2005.123413
	Iteration 9Q: 3 clusters Score -50035.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50040.082031 Penalty: 2005.123413
	Iteration 10Q: 3 clusters Score -50040.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50041.250000 Penalty: 2005.123413
	Iteration 11Q: 3 clusters Score -50041.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50041.250000 Penalty: 2005.123413
	Iteration 12F: 3 clusters Score -50041.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Entering Unmasked Estep 
Score: -277071.375000 Penalty: 1247.200806
	Iteration 0F: 2 clusters Score -277071.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -274850.937500 Penalty: 2494.401611
	Iteration 0F: 3 clusters Score -274850.9 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -275450.125000 Penalty: 2494.401611
	Iteration 1F: 3 clusters Score -275450.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -275624.500000 Penalty: 2494.401611
	Iteration 2F: 3 clusters Score -275624.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -275776.937500 Penalty: 2494.401611
	Iteration 3F: 3 clusters Score -275776.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -275873.812500 Penalty: 2494.401611
	Iteration 4F: 3 clusters Score -275873.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -275937.125000 Penalty: 2494.401611
	Iteration 5Q: 3 clusters Score -275937.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -275981.875000 Penalty: 2494.401611
	Iteration 6Q: 3 clusters Score -275981.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -276011.812500 Penalty: 2494.401611
	Iteration 7Q: 3 clusters Score -276011.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -276028.750000 Penalty: 2494.401611
	Iteration 8Q: 3 clusters Score -276028.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -276046.281250 Penalty: 2494.401611
	Iteration 9Q: 3 clusters Score -276046.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -276062.562500 Penalty: 2494.401611
	Iteration 10Q: 3 clusters Score -276062.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -276075.750000 Penalty: 2494.401611
	Iteration 11Q: 3 clusters Score -276075.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -276091.687500 Penalty: 2494.401611
	Iteration 12Q: 3 clusters Score -276091.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -276110.437500 Penalty: 2494.401611
	Iteration 13Q: 3 clusters Score -276110.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -276132.656250 Penalty: 2494.401611
	Iteration 14Q: 3 clusters Score -276132.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -276161.062500 Penalty: 2494.401611
	Iteration 15Q: 3 clusters Score -276161.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -276187.218750 Penalty: 2494.401611
	Iteration 16Q: 3 clusters Score -276187.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -276206.812500 Penalty: 2494.401611
	Iteration 17Q: 3 clusters Score -276206.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -276226.343750 Penalty: 2494.401611
	Iteration 18Q: 3 clusters Score -276226.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -276253.406250 Penalty: 2494.401611
	Iteration 19Q: 3 clusters Score -276253.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -276282.687500 Penalty: 2494.401611
	Iteration 20F: 3 clusters Score -276282.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -276306.968750 Penalty: 2494.401611
	Iteration 21Q: 3 clusters Score -276307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -276328.906250 Penalty: 2494.401611
	Iteration 22Q: 3 clusters Score -276328.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -276349.125000 Penalty: 2494.401611
	Iteration 23Q: 3 clusters Score -276349.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -276366.687500 Penalty: 2494.401611
	Iteration 24Q: 3 clusters Score -276366.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -276382.375000 Penalty: 2494.401611
	Iteration 25Q: 3 clusters Score -276382.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -276396.875000 Penalty: 2494.401611
	Iteration 26Q: 3 clusters Score -276396.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -276413.218750 Penalty: 2494.401611
	Iteration 27Q: 3 clusters Score -276413.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -276432.718750 Penalty: 2494.401611
	Iteration 28Q: 3 clusters Score -276432.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -276453.687500 Penalty: 2494.401611
	Iteration 29Q: 3 clusters Score -276453.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -276470.468750 Penalty: 2494.401611
	Iteration 30Q: 3 clusters Score -276470.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -276484.781250 Penalty: 2494.401611
	Iteration 31Q: 3 clusters Score -276484.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -276503.437500 Penalty: 2494.401611
	Iteration 32Q: 3 clusters Score -276503.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -276521.343750 Penalty: 2494.401611
	Iteration 33Q: 3 clusters Score -276521.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -276532.281250 Penalty: 2494.401611
	Iteration 34Q: 3 clusters Score -276532.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -276540.593750 Penalty: 2494.401611
	Iteration 35Q: 3 clusters Score -276540.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -276544.062500 Penalty: 2494.401611
	Iteration 36Q: 3 clusters Score -276544.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -276546.750000 Penalty: 2494.401611
	Iteration 37Q: 3 clusters Score -276546.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -276548.156250 Penalty: 2494.401611
	Iteration 38Q: 3 clusters Score -276548.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -276550.875000 Penalty: 2494.401611
	Iteration 39Q: 3 clusters Score -276550.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -276551.906250 Penalty: 2494.401611
	Iteration 40F: 3 clusters Score -276551.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -276554.125000 Penalty: 2494.401611
	Iteration 41Q: 3 clusters Score -276554.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -276555.093750 Penalty: 2494.401611
	Iteration 42Q: 3 clusters Score -276555.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -276556.750000 Penalty: 2494.401611
	Iteration 43Q: 3 clusters Score -276556.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -276559.437500 Penalty: 2494.401611
	Iteration 44Q: 3 clusters Score -276559.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -276561.625000 Penalty: 2494.401611
	Iteration 45Q: 3 clusters Score -276561.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -276563.437500 Penalty: 2494.401611
	Iteration 46Q: 3 clusters Score -276563.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -276568.062500 Penalty: 2494.401611
	Iteration 47Q: 3 clusters Score -276568.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -276571.718750 Penalty: 2494.401611
	Iteration 48Q: 3 clusters Score -276571.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -276573.468750 Penalty: 2494.401611
	Iteration 49Q: 3 clusters Score -276573.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -276575.781250 Penalty: 2494.401611
	Iteration 50Q: 3 clusters Score -276575.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -276577.375000 Penalty: 2494.401611
	Iteration 51Q: 3 clusters Score -276577.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -276579.625000 Penalty: 2494.401611
	Iteration 52Q: 3 clusters Score -276579.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -276582.031250 Penalty: 2494.401611
	Iteration 53Q: 3 clusters Score -276582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -276585.125000 Penalty: 2494.401611
	Iteration 54Q: 3 clusters Score -276585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -276586.656250 Penalty: 2494.401611
	Iteration 55Q: 3 clusters Score -276586.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -276589.125000 Penalty: 2494.401611
	Iteration 56Q: 3 clusters Score -276589.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -276591.656250 Penalty: 2494.401611
	Iteration 57Q: 3 clusters Score -276591.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -276594.125000 Penalty: 2494.401611
	Iteration 58Q: 3 clusters Score -276594.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -276595.593750 Penalty: 2494.401611
	Iteration 59Q: 3 clusters Score -276595.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -276598.562500 Penalty: 2494.401611
	Iteration 60F: 3 clusters Score -276598.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -276601.625000 Penalty: 2494.401611
	Iteration 61Q: 3 clusters Score -276601.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -276605.781250 Penalty: 2494.401611
	Iteration 62Q: 3 clusters Score -276605.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -276609.468750 Penalty: 2494.401611
	Iteration 63Q: 3 clusters Score -276609.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -276616.062500 Penalty: 2494.401611
	Iteration 64Q: 3 clusters Score -276616.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -276621.375000 Penalty: 2494.401611
	Iteration 65Q: 3 clusters Score -276621.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -276623.531250 Penalty: 2494.401611
	Iteration 66Q: 3 clusters Score -276623.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -276624.531250 Penalty: 2494.401611
	Iteration 67Q: 3 clusters Score -276624.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -276625.093750 Penalty: 2494.401611
	Iteration 68Q: 3 clusters Score -276625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -276625.687500 Penalty: 2494.401611
	Iteration 69Q: 3 clusters Score -276625.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -276626.906250 Penalty: 2494.401611
	Iteration 70Q: 3 clusters Score -276626.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -276628.906250 Penalty: 2494.401611
	Iteration 71Q: 3 clusters Score -276628.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -276635.718750 Penalty: 2494.401611
	Iteration 72Q: 3 clusters Score -276635.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -276641.906250 Penalty: 2494.401611
	Iteration 73Q: 3 clusters Score -276641.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -276647.187500 Penalty: 2494.401611
	Iteration 74Q: 3 clusters Score -276647.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -276648.750000 Penalty: 2494.401611
	Iteration 75Q: 3 clusters Score -276648.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -276650.156250 Penalty: 2494.401611
	Iteration 76Q: 3 clusters Score -276650.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -276653.968750 Penalty: 2494.401611
	Iteration 77Q: 3 clusters Score -276654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -276660.093750 Penalty: 2494.401611
	Iteration 78Q: 3 clusters Score -276660.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -276664.812500 Penalty: 2494.401611
	Iteration 79Q: 3 clusters Score -276664.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -276668.187500 Penalty: 2494.401611
	Iteration 80F: 3 clusters Score -276668.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -276671.406250 Penalty: 2494.401611
	Iteration 81Q: 3 clusters Score -276671.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -276673.156250 Penalty: 2494.401611
	Iteration 82Q: 3 clusters Score -276673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -276674.000000 Penalty: 2494.401611
	Iteration 83Q: 3 clusters Score -276674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -276675.156250 Penalty: 2494.401611
	Iteration 84Q: 3 clusters Score -276675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -276676.031250 Penalty: 2494.401611
	Iteration 85Q: 3 clusters Score -276676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -276677.468750 Penalty: 2494.401611
	Iteration 86Q: 3 clusters Score -276677.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -276680.687500 Penalty: 2494.401611
	Iteration 87Q: 3 clusters Score -276680.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -276682.562500 Penalty: 2494.401611
	Iteration 88Q: 3 clusters Score -276682.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -276684.093750 Penalty: 2494.401611
	Iteration 89Q: 3 clusters Score -276684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -276685.187500 Penalty: 2494.401611
	Iteration 90Q: 3 clusters Score -276685.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -276686.500000 Penalty: 2494.401611
	Iteration 91Q: 3 clusters Score -276686.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -276688.000000 Penalty: 2494.401611
	Iteration 92Q: 3 clusters Score -276688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -276688.250000 Penalty: 2494.401611
	Iteration 93Q: 3 clusters Score -276688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -276688.781250 Penalty: 2494.401611
	Iteration 94Q: 3 clusters Score -276688.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -276688.781250 Penalty: 2494.401611
	Iteration 95F: 3 clusters Score -276688.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Entering Unmasked Estep 
Score: -942341.937500 Penalty: 1431.796631
	Iteration 0F: 2 clusters Score -942341.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -937291.187500 Penalty: 2863.593262
	Iteration 0F: 3 clusters Score -937291.2 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -938795.937500 Penalty: 2863.593262
	Iteration 1F: 3 clusters Score -938795.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -939107.312500 Penalty: 2863.593262
	Iteration 2F: 3 clusters Score -939107.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -939365.312500 Penalty: 2863.593262
	Iteration 3F: 3 clusters Score -939365.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -939643.187500 Penalty: 2863.593262
	Iteration 4F: 3 clusters Score -939643.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -939924.562500 Penalty: 2863.593262
	Iteration 5F: 3 clusters Score -939924.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -940219.187500 Penalty: 2863.593262
	Iteration 6F: 3 clusters Score -940219.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -940535.375000 Penalty: 2863.593262
	Iteration 7F: 3 clusters Score -940535.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -940816.500000 Penalty: 2863.593262
	Iteration 8Q: 3 clusters Score -940816.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -941035.125000 Penalty: 2863.593262
	Iteration 9Q: 3 clusters Score -941035.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -941185.312500 Penalty: 2863.593262
	Iteration 10Q: 3 clusters Score -941185.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -941274.125000 Penalty: 2863.593262
	Iteration 11Q: 3 clusters Score -941274.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -941323.937500 Penalty: 2863.593262
	Iteration 12Q: 3 clusters Score -941323.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -941366.000000 Penalty: 2863.593262
	Iteration 13Q: 3 clusters Score -941366 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -941384.062500 Penalty: 2863.593262
	Iteration 14Q: 3 clusters Score -941384.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -941391.687500 Penalty: 2863.593262
	Iteration 15Q: 3 clusters Score -941391.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -941401.062500 Penalty: 2863.593262
	Iteration 16Q: 3 clusters Score -941401.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -941403.187500 Penalty: 2863.593262
	Iteration 17Q: 3 clusters Score -941403.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -941408.625000 Penalty: 2863.593262
	Iteration 18Q: 3 clusters Score -941408.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -941410.000000 Penalty: 2863.593262
	Iteration 19Q: 3 clusters Score -941410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -941410.625000 Penalty: 2863.593262
	Iteration 20F: 3 clusters Score -941410.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -941412.437500 Penalty: 2863.593262
	Iteration 21Q: 3 clusters Score -941412.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -941412.750000 Penalty: 2863.593262
	Iteration 22Q: 3 clusters Score -941412.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -941414.312500 Penalty: 2863.593262
	Iteration 23Q: 3 clusters Score -941414.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -941416.250000 Penalty: 2863.593262
	Iteration 24Q: 3 clusters Score -941416.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -941418.062500 Penalty: 2863.593262
	Iteration 25Q: 3 clusters Score -941418.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -941418.625000 Penalty: 2863.593262
	Iteration 26Q: 3 clusters Score -941418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -941420.062500 Penalty: 2863.593262
	Iteration 27Q: 3 clusters Score -941420.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -941419.500000 Penalty: 2863.593262
	Iteration 28Q: 3 clusters Score -941419.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -941419.375000 Penalty: 2863.593262
	Iteration 29Q: 3 clusters Score -941419.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -941419.375000 Penalty: 2863.593262
	Iteration 30F: 3 clusters Score -941419.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -183823.500000 Penalty: 1190.550659
	Iteration 0F: 2 clusters Score -183823.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -182122.687500 Penalty: 2381.101318
	Iteration 0F: 3 clusters Score -182122.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -182737.859375 Penalty: 2381.101318
	Iteration 1F: 3 clusters Score -182737.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -183070.359375 Penalty: 2381.101318
	Iteration 2F: 3 clusters Score -183070.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -183351.468750 Penalty: 2381.101318
	Iteration 3F: 3 clusters Score -183351.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -183578.593750 Penalty: 2381.101318
	Iteration 4F: 3 clusters Score -183578.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -183730.937500 Penalty: 2381.101318
	Iteration 5Q: 3 clusters Score -183730.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -183820.046875 Penalty: 2381.101318
	Iteration 6Q: 3 clusters Score -183820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -183868.265625 Penalty: 2381.101318
	Iteration 7Q: 3 clusters Score -183868.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -183902.156250 Penalty: 2381.101318
	Iteration 8Q: 3 clusters Score -183902.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -183943.359375 Penalty: 2381.101318
	Iteration 9Q: 3 clusters Score -183943.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -183973.140625 Penalty: 2381.101318
	Iteration 10Q: 3 clusters Score -183973.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -183999.718750 Penalty: 2381.101318
	Iteration 11Q: 3 clusters Score -183999.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -184034.500000 Penalty: 2381.101318
	Iteration 12Q: 3 clusters Score -184034.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -184062.515625 Penalty: 2381.101318
	Iteration 13Q: 3 clusters Score -184062.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -184078.484375 Penalty: 2381.101318
	Iteration 14Q: 3 clusters Score -184078.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -184088.187500 Penalty: 2381.101318
	Iteration 15Q: 3 clusters Score -184088.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -184099.906250 Penalty: 2381.101318
	Iteration 16Q: 3 clusters Score -184099.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -184103.218750 Penalty: 2381.101318
	Iteration 17Q: 3 clusters Score -184103.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -184107.984375 Penalty: 2381.101318
	Iteration 18Q: 3 clusters Score -184108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -184113.859375 Penalty: 2381.101318
	Iteration 19Q: 3 clusters Score -184113.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -184117.468750 Penalty: 2381.101318
	Iteration 20F: 3 clusters Score -184117.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -184122.468750 Penalty: 2381.101318
	Iteration 21Q: 3 clusters Score -184122.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -184127.046875 Penalty: 2381.101318
	Iteration 22Q: 3 clusters Score -184127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -184135.109375 Penalty: 2381.101318
	Iteration 23Q: 3 clusters Score -184135.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -184147.703125 Penalty: 2381.101318
	Iteration 24Q: 3 clusters Score -184147.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -184154.718750 Penalty: 2381.101318
	Iteration 25Q: 3 clusters Score -184154.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -184157.593750 Penalty: 2381.101318
	Iteration 26Q: 3 clusters Score -184157.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -184158.109375 Penalty: 2381.101318
	Iteration 27Q: 3 clusters Score -184158.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -184159.187500 Penalty: 2381.101318
	Iteration 28Q: 3 clusters Score -184159.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -184159.187500 Penalty: 2381.101318
	Iteration 29F: 3 clusters Score -184159.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 20096 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 915 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 38100 members 
Mstep: Class 31 contains 38005 members 
Mstep: Class 32 contains 4420 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 5997 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 18252 members 
Mstep: Class 40 contains 19287 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 14384 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22682 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 20515 members 
Mstep: Class 67 contains 2054 members 
Mstep: Class 68 contains 9402 members 
Mstep: Class 69 contains 605 members 
Entering Unmasked Estep 
Score: -85859400.000000 Penalty: 149203.921875
Splitting cluster 28 changes total score from -85850720.000000 to -85859400.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 29 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -46155.390625 Penalty: 955.586670
	Iteration 0F: 2 clusters Score -46155.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45344.671875 Penalty: 1911.173340
	Iteration 0F: 3 clusters Score -45344.67 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -45616.765625 Penalty: 1911.173340
	Iteration 1F: 3 clusters Score -45616.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -45689.691406 Penalty: 1911.173340
	Iteration 2F: 3 clusters Score -45689.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -45730.929688 Penalty: 1911.173340
	Iteration 3Q: 3 clusters Score -45730.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -45766.503906 Penalty: 1911.173340
	Iteration 4Q: 3 clusters Score -45766.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -45847.867188 Penalty: 1911.173340
	Iteration 5Q: 3 clusters Score -45847.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -45879.699219 Penalty: 1911.173340
	Iteration 6Q: 3 clusters Score -45879.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -45893.308594 Penalty: 1911.173340
	Iteration 7Q: 3 clusters Score -45893.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -45908.402344 Penalty: 1911.173340
	Iteration 8Q: 3 clusters Score -45908.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -45914.691406 Penalty: 1911.173340
	Iteration 9Q: 3 clusters Score -45914.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -45916.292969 Penalty: 1911.173340
	Iteration 10Q: 3 clusters Score -45916.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -45916.292969 Penalty: 1911.173340
	Iteration 11F: 3 clusters Score -45916.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Entering Unmasked Estep 
Score: -5783358.500000 Penalty: 1714.045044
	Iteration 0F: 2 clusters Score -5783358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -5769805.500000 Penalty: 3428.090088
	Iteration 0F: 3 clusters Score -5769806 nChanged 17788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -5779475.000000 Penalty: 3428.090088
	Iteration 1F: 3 clusters Score -5779475 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -5780125.500000 Penalty: 3428.090088
	Iteration 2F: 3 clusters Score -5780126 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -5781184.000000 Penalty: 3428.090088
	Iteration 3F: 3 clusters Score -5781184 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -5782770.500000 Penalty: 3428.090088
	Iteration 4F: 3 clusters Score -5782770 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -5784744.500000 Penalty: 3428.090088
	Iteration 5F: 3 clusters Score -5784744 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -5786503.500000 Penalty: 3428.090088
	Iteration 6F: 3 clusters Score -5786504 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -5787409.000000 Penalty: 3428.090088
	Iteration 7F: 3 clusters Score -5787409 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -5787677.000000 Penalty: 3428.090088
	Iteration 8Q: 3 clusters Score -5787677 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -5787545.500000 Penalty: 3428.090088
	Iteration 9Q: 3 clusters Score -5787546 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -5787331.000000 Penalty: 3428.090088
	Iteration 10Q: 3 clusters Score -5787331 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -5787110.500000 Penalty: 3428.090088
	Iteration 11Q: 3 clusters Score -5787110 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -5786912.500000 Penalty: 3428.090088
	Iteration 12Q: 3 clusters Score -5786912 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -5786618.500000 Penalty: 3428.090088
	Iteration 13Q: 3 clusters Score -5786618 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -5786448.500000 Penalty: 3428.090088
	Iteration 14Q: 3 clusters Score -5786448 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -5786294.500000 Penalty: 3428.090088
	Iteration 15Q: 3 clusters Score -5786294 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -5786167.000000 Penalty: 3428.090088
	Iteration 16Q: 3 clusters Score -5786167 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -5786083.000000 Penalty: 3428.090088
	Iteration 17Q: 3 clusters Score -5786083 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -5785990.000000 Penalty: 3428.090088
	Iteration 18Q: 3 clusters Score -5785990 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -5785972.000000 Penalty: 3428.090088
	Iteration 19Q: 3 clusters Score -5785972 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -5786284.000000 Penalty: 3428.090088
	Iteration 20F: 3 clusters Score -5786284 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -5786272.500000 Penalty: 3428.090088
	Iteration 21Q: 3 clusters Score -5786272 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -5786225.500000 Penalty: 3428.090088
	Iteration 22Q: 3 clusters Score -5786226 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -5786195.000000 Penalty: 3428.090088
	Iteration 23Q: 3 clusters Score -5786195 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -5786158.000000 Penalty: 3428.090088
	Iteration 24Q: 3 clusters Score -5786158 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -5786131.000000 Penalty: 3428.090088
	Iteration 25Q: 3 clusters Score -5786131 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -5786097.500000 Penalty: 3428.090088
	Iteration 26Q: 3 clusters Score -5786098 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -5786101.000000 Penalty: 3428.090088
	Iteration 27Q: 3 clusters Score -5786101 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -5786110.000000 Penalty: 3428.090088
	Iteration 28Q: 3 clusters Score -5786110 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -5786103.000000 Penalty: 3428.090088
	Iteration 29Q: 3 clusters Score -5786103 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -5786087.500000 Penalty: 3428.090088
	Iteration 30Q: 3 clusters Score -5786088 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -5786120.000000 Penalty: 3428.090088
	Iteration 31Q: 3 clusters Score -5786120 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -5786154.500000 Penalty: 3428.090088
	Iteration 32Q: 3 clusters Score -5786154 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -5786151.000000 Penalty: 3428.090088
	Iteration 33Q: 3 clusters Score -5786151 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -5786166.500000 Penalty: 3428.090088
	Iteration 34Q: 3 clusters Score -5786166 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -5786182.500000 Penalty: 3428.090088
	Iteration 35Q: 3 clusters Score -5786182 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -5786182.000000 Penalty: 3428.090088
	Iteration 36Q: 3 clusters Score -5786182 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -5786173.000000 Penalty: 3428.090088
	Iteration 37Q: 3 clusters Score -5786173 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -5786153.000000 Penalty: 3428.090088
	Iteration 38Q: 3 clusters Score -5786153 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -5786145.500000 Penalty: 3428.090088
	Iteration 39Q: 3 clusters Score -5786146 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -5786220.500000 Penalty: 3428.090088
	Iteration 40F: 3 clusters Score -5786220 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -5786274.000000 Penalty: 3428.090088
	Iteration 41Q: 3 clusters Score -5786274 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -5786326.500000 Penalty: 3428.090088
	Iteration 42Q: 3 clusters Score -5786326 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -5786396.000000 Penalty: 3428.090088
	Iteration 43Q: 3 clusters Score -5786396 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -5786409.500000 Penalty: 3428.090088
	Iteration 44Q: 3 clusters Score -5786410 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -5786471.000000 Penalty: 3428.090088
	Iteration 45Q: 3 clusters Score -5786471 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -5786531.000000 Penalty: 3428.090088
	Iteration 46Q: 3 clusters Score -5786531 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -5786610.000000 Penalty: 3428.090088
	Iteration 47Q: 3 clusters Score -5786610 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -5786674.500000 Penalty: 3428.090088
	Iteration 48Q: 3 clusters Score -5786674 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -5786715.500000 Penalty: 3428.090088
	Iteration 49Q: 3 clusters Score -5786716 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -5786784.000000 Penalty: 3428.090088
	Iteration 50Q: 3 clusters Score -5786784 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -5786827.500000 Penalty: 3428.090088
	Iteration 51Q: 3 clusters Score -5786828 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -5786888.000000 Penalty: 3428.090088
	Iteration 52Q: 3 clusters Score -5786888 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -5786940.000000 Penalty: 3428.090088
	Iteration 53Q: 3 clusters Score -5786940 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -5786965.000000 Penalty: 3428.090088
	Iteration 54Q: 3 clusters Score -5786965 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -5787026.500000 Penalty: 3428.090088
	Iteration 55Q: 3 clusters Score -5787026 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -5787052.500000 Penalty: 3428.090088
	Iteration 56Q: 3 clusters Score -5787052 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -5787081.000000 Penalty: 3428.090088
	Iteration 57Q: 3 clusters Score -5787081 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -5787170.000000 Penalty: 3428.090088
	Iteration 58Q: 3 clusters Score -5787170 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -5787218.500000 Penalty: 3428.090088
	Iteration 59Q: 3 clusters Score -5787218 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -5787260.500000 Penalty: 3428.090088
	Iteration 60F: 3 clusters Score -5787260 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -5787323.000000 Penalty: 3428.090088
	Iteration 61Q: 3 clusters Score -5787323 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -5787380.000000 Penalty: 3428.090088
	Iteration 62Q: 3 clusters Score -5787380 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -5787428.000000 Penalty: 3428.090088
	Iteration 63Q: 3 clusters Score -5787428 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -5787450.000000 Penalty: 3428.090088
	Iteration 64Q: 3 clusters Score -5787450 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -5787489.500000 Penalty: 3428.090088
	Iteration 65Q: 3 clusters Score -5787490 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -5787514.000000 Penalty: 3428.090088
	Iteration 66Q: 3 clusters Score -5787514 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -5787561.000000 Penalty: 3428.090088
	Iteration 67Q: 3 clusters Score -5787561 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -5787613.000000 Penalty: 3428.090088
	Iteration 68Q: 3 clusters Score -5787613 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -5787644.500000 Penalty: 3428.090088
	Iteration 69Q: 3 clusters Score -5787644 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -5787657.000000 Penalty: 3428.090088
	Iteration 70Q: 3 clusters Score -5787657 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -5787689.000000 Penalty: 3428.090088
	Iteration 71Q: 3 clusters Score -5787689 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -5787707.000000 Penalty: 3428.090088
	Iteration 72Q: 3 clusters Score -5787707 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -5787734.000000 Penalty: 3428.090088
	Iteration 73Q: 3 clusters Score -5787734 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -5787770.000000 Penalty: 3428.090088
	Iteration 74Q: 3 clusters Score -5787770 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -5787803.500000 Penalty: 3428.090088
	Iteration 75Q: 3 clusters Score -5787804 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -5787841.500000 Penalty: 3428.090088
	Iteration 76Q: 3 clusters Score -5787842 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -5787878.500000 Penalty: 3428.090088
	Iteration 77Q: 3 clusters Score -5787878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -5787922.500000 Penalty: 3428.090088
	Iteration 78Q: 3 clusters Score -5787922 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -5787963.000000 Penalty: 3428.090088
	Iteration 79Q: 3 clusters Score -5787963 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -5788003.000000 Penalty: 3428.090088
	Iteration 80F: 3 clusters Score -5788003 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -5788033.000000 Penalty: 3428.090088
	Iteration 81Q: 3 clusters Score -5788033 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -5788064.500000 Penalty: 3428.090088
	Iteration 82Q: 3 clusters Score -5788064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -5788086.000000 Penalty: 3428.090088
	Iteration 83Q: 3 clusters Score -5788086 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -5788119.500000 Penalty: 3428.090088
	Iteration 84Q: 3 clusters Score -5788120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -5788134.500000 Penalty: 3428.090088
	Iteration 85Q: 3 clusters Score -5788134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -5788140.000000 Penalty: 3428.090088
	Iteration 86Q: 3 clusters Score -5788140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -5788147.000000 Penalty: 3428.090088
	Iteration 87Q: 3 clusters Score -5788147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -5788166.500000 Penalty: 3428.090088
	Iteration 88Q: 3 clusters Score -5788166 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -5788181.500000 Penalty: 3428.090088
	Iteration 89Q: 3 clusters Score -5788182 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -5788201.000000 Penalty: 3428.090088
	Iteration 90Q: 3 clusters Score -5788201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -5788208.000000 Penalty: 3428.090088
	Iteration 91Q: 3 clusters Score -5788208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -5788221.000000 Penalty: 3428.090088
	Iteration 92Q: 3 clusters Score -5788221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -5788229.500000 Penalty: 3428.090088
	Iteration 93Q: 3 clusters Score -5788230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -5788232.000000 Penalty: 3428.090088
	Iteration 94Q: 3 clusters Score -5788232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -5788246.500000 Penalty: 3428.090088
	Iteration 95Q: 3 clusters Score -5788246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -5788263.000000 Penalty: 3428.090088
	Iteration 96Q: 3 clusters Score -5788263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -5788278.500000 Penalty: 3428.090088
	Iteration 97Q: 3 clusters Score -5788278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -5788277.500000 Penalty: 3428.090088
	Iteration 98Q: 3 clusters Score -5788278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -5788293.500000 Penalty: 3428.090088
	Iteration 99Q: 3 clusters Score -5788294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -5788306.000000 Penalty: 3428.090088
	Iteration 100F: 3 clusters Score -5788306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -5788319.000000 Penalty: 3428.090088
	Iteration 101Q: 3 clusters Score -5788319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -5788324.500000 Penalty: 3428.090088
	Iteration 102Q: 3 clusters Score -5788324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -5788315.500000 Penalty: 3428.090088
	Iteration 103Q: 3 clusters Score -5788316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -5788318.000000 Penalty: 3428.090088
	Iteration 104Q: 3 clusters Score -5788318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -5788322.000000 Penalty: 3428.090088
	Iteration 105Q: 3 clusters Score -5788322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -5788321.500000 Penalty: 3428.090088
	Iteration 106Q: 3 clusters Score -5788322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -5788349.500000 Penalty: 3428.090088
	Iteration 107Q: 3 clusters Score -5788350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -5788361.000000 Penalty: 3428.090088
	Iteration 108Q: 3 clusters Score -5788361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -5788386.000000 Penalty: 3428.090088
	Iteration 109Q: 3 clusters Score -5788386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -5788386.000000 Penalty: 3428.090088
	Iteration 110Q: 3 clusters Score -5788386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -5788397.500000 Penalty: 3428.090088
	Iteration 111Q: 3 clusters Score -5788398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -5788420.500000 Penalty: 3428.090088
	Iteration 112Q: 3 clusters Score -5788420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -5788430.500000 Penalty: 3428.090088
	Iteration 113Q: 3 clusters Score -5788430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -5788442.500000 Penalty: 3428.090088
	Iteration 114Q: 3 clusters Score -5788442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -5788444.500000 Penalty: 3428.090088
	Iteration 115Q: 3 clusters Score -5788444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -5788437.500000 Penalty: 3428.090088
	Iteration 116Q: 3 clusters Score -5788438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -5788442.000000 Penalty: 3428.090088
	Iteration 117Q: 3 clusters Score -5788442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -5788453.000000 Penalty: 3428.090088
	Iteration 118Q: 3 clusters Score -5788453 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -5788468.500000 Penalty: 3428.090088
	Iteration 119Q: 3 clusters Score -5788468 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -5788483.500000 Penalty: 3428.090088
	Iteration 120F: 3 clusters Score -5788484 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -5788509.000000 Penalty: 3428.090088
	Iteration 121Q: 3 clusters Score -5788509 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -5788526.500000 Penalty: 3428.090088
	Iteration 122Q: 3 clusters Score -5788526 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -5788559.000000 Penalty: 3428.090088
	Iteration 123Q: 3 clusters Score -5788559 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -5788567.000000 Penalty: 3428.090088
	Iteration 124Q: 3 clusters Score -5788567 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -5788582.000000 Penalty: 3428.090088
	Iteration 125Q: 3 clusters Score -5788582 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -5788591.500000 Penalty: 3428.090088
	Iteration 126Q: 3 clusters Score -5788592 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -5788613.000000 Penalty: 3428.090088
	Iteration 127Q: 3 clusters Score -5788613 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -5788610.500000 Penalty: 3428.090088
	Iteration 128Q: 3 clusters Score -5788610 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -5788625.500000 Penalty: 3428.090088
	Iteration 129Q: 3 clusters Score -5788626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -5788619.000000 Penalty: 3428.090088
	Iteration 130Q: 3 clusters Score -5788619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -5788618.000000 Penalty: 3428.090088
	Iteration 131Q: 3 clusters Score -5788618 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -5788631.500000 Penalty: 3428.090088
	Iteration 132Q: 3 clusters Score -5788632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -5788643.500000 Penalty: 3428.090088
	Iteration 133Q: 3 clusters Score -5788644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -5788653.500000 Penalty: 3428.090088
	Iteration 134Q: 3 clusters Score -5788654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -5788660.500000 Penalty: 3428.090088
	Iteration 135Q: 3 clusters Score -5788660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -5788661.500000 Penalty: 3428.090088
	Iteration 136Q: 3 clusters Score -5788662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -5788671.500000 Penalty: 3428.090088
	Iteration 137Q: 3 clusters Score -5788672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -5788668.000000 Penalty: 3428.090088
	Iteration 138Q: 3 clusters Score -5788668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -5788663.500000 Penalty: 3428.090088
	Iteration 139Q: 3 clusters Score -5788664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -5788674.500000 Penalty: 3428.090088
	Iteration 140F: 3 clusters Score -5788674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -5788666.500000 Penalty: 3428.090088
	Iteration 141Q: 3 clusters Score -5788666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -5788659.500000 Penalty: 3428.090088
	Iteration 142Q: 3 clusters Score -5788660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -5788658.500000 Penalty: 3428.090088
	Iteration 143Q: 3 clusters Score -5788658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -5788670.000000 Penalty: 3428.090088
	Iteration 144Q: 3 clusters Score -5788670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -5788669.000000 Penalty: 3428.090088
	Iteration 145Q: 3 clusters Score -5788669 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -5788670.000000 Penalty: 3428.090088
	Iteration 146Q: 3 clusters Score -5788670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -5788662.500000 Penalty: 3428.090088
	Iteration 147Q: 3 clusters Score -5788662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -5788662.500000 Penalty: 3428.090088
	Iteration 148Q: 3 clusters Score -5788662 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -5788663.500000 Penalty: 3428.090088
	Iteration 149Q: 3 clusters Score -5788664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -5788658.500000 Penalty: 3428.090088
	Iteration 150Q: 3 clusters Score -5788658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -5788670.000000 Penalty: 3428.090088
	Iteration 151Q: 3 clusters Score -5788670 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -5788658.500000 Penalty: 3428.090088
	Iteration 152Q: 3 clusters Score -5788658 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -5788675.000000 Penalty: 3428.090088
	Iteration 153Q: 3 clusters Score -5788675 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -5788671.000000 Penalty: 3428.090088
	Iteration 154Q: 3 clusters Score -5788671 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -5788670.000000 Penalty: 3428.090088
	Iteration 155Q: 3 clusters Score -5788670 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -5788679.000000 Penalty: 3428.090088
	Iteration 156Q: 3 clusters Score -5788679 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -5788701.000000 Penalty: 3428.090088
	Iteration 157Q: 3 clusters Score -5788701 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -5788692.500000 Penalty: 3428.090088
	Iteration 158Q: 3 clusters Score -5788692 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -5788705.000000 Penalty: 3428.090088
	Iteration 159Q: 3 clusters Score -5788705 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -5788694.000000 Penalty: 3428.090088
	Iteration 160F: 3 clusters Score -5788694 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -5788696.000000 Penalty: 3428.090088
	Iteration 161Q: 3 clusters Score -5788696 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -5788707.000000 Penalty: 3428.090088
	Iteration 162Q: 3 clusters Score -5788707 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -5788709.000000 Penalty: 3428.090088
	Iteration 163Q: 3 clusters Score -5788709 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -5788719.500000 Penalty: 3428.090088
	Iteration 164Q: 3 clusters Score -5788720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -5788709.000000 Penalty: 3428.090088
	Iteration 165Q: 3 clusters Score -5788709 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -5788704.000000 Penalty: 3428.090088
	Iteration 166Q: 3 clusters Score -5788704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -5788696.000000 Penalty: 3428.090088
	Iteration 167Q: 3 clusters Score -5788696 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -5788716.000000 Penalty: 3428.090088
	Iteration 168Q: 3 clusters Score -5788716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -5788723.000000 Penalty: 3428.090088
	Iteration 169Q: 3 clusters Score -5788723 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -5788717.500000 Penalty: 3428.090088
	Iteration 170Q: 3 clusters Score -5788718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -5788722.500000 Penalty: 3428.090088
	Iteration 171Q: 3 clusters Score -5788722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -5788725.500000 Penalty: 3428.090088
	Iteration 172Q: 3 clusters Score -5788726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -5788728.500000 Penalty: 3428.090088
	Iteration 173Q: 3 clusters Score -5788728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -5788732.500000 Penalty: 3428.090088
	Iteration 174Q: 3 clusters Score -5788732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -5788735.500000 Penalty: 3428.090088
	Iteration 175Q: 3 clusters Score -5788736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -5788741.000000 Penalty: 3428.090088
	Iteration 176Q: 3 clusters Score -5788741 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -5788751.000000 Penalty: 3428.090088
	Iteration 177Q: 3 clusters Score -5788751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -5788754.000000 Penalty: 3428.090088
	Iteration 178Q: 3 clusters Score -5788754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -5788763.500000 Penalty: 3428.090088
	Iteration 179Q: 3 clusters Score -5788764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -5788760.000000 Penalty: 3428.090088
	Iteration 180F: 3 clusters Score -5788760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -5788781.000000 Penalty: 3428.090088
	Iteration 181Q: 3 clusters Score -5788781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -5788794.500000 Penalty: 3428.090088
	Iteration 182Q: 3 clusters Score -5788794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -5788786.000000 Penalty: 3428.090088
	Iteration 183Q: 3 clusters Score -5788786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -5788793.000000 Penalty: 3428.090088
	Iteration 184Q: 3 clusters Score -5788793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -5788784.000000 Penalty: 3428.090088
	Iteration 185Q: 3 clusters Score -5788784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -5788786.500000 Penalty: 3428.090088
	Iteration 186Q: 3 clusters Score -5788786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -5788769.500000 Penalty: 3428.090088
	Iteration 187Q: 3 clusters Score -5788770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -5788774.500000 Penalty: 3428.090088
	Iteration 188Q: 3 clusters Score -5788774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -5788764.500000 Penalty: 3428.090088
	Iteration 189Q: 3 clusters Score -5788764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -5788773.000000 Penalty: 3428.090088
	Iteration 190Q: 3 clusters Score -5788773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -5788761.000000 Penalty: 3428.090088
	Iteration 191Q: 3 clusters Score -5788761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -5788765.000000 Penalty: 3428.090088
	Iteration 192Q: 3 clusters Score -5788765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -5788770.000000 Penalty: 3428.090088
	Iteration 193Q: 3 clusters Score -5788770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -5788767.000000 Penalty: 3428.090088
	Iteration 194Q: 3 clusters Score -5788767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -5788772.000000 Penalty: 3428.090088
	Iteration 195Q: 3 clusters Score -5788772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -5788764.000000 Penalty: 3428.090088
	Iteration 196Q: 3 clusters Score -5788764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -5788758.000000 Penalty: 3428.090088
	Iteration 197Q: 3 clusters Score -5788758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -5788757.500000 Penalty: 3428.090088
	Iteration 198Q: 3 clusters Score -5788758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -5788749.500000 Penalty: 3428.090088
	Iteration 199Q: 3 clusters Score -5788750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -5788753.000000 Penalty: 3428.090088
	Iteration 200F: 3 clusters Score -5788753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -5788754.000000 Penalty: 3428.090088
	Iteration 201Q: 3 clusters Score -5788754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -5788750.000000 Penalty: 3428.090088
	Iteration 202Q: 3 clusters Score -5788750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -5788760.500000 Penalty: 3428.090088
	Iteration 203Q: 3 clusters Score -5788760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -5788763.500000 Penalty: 3428.090088
	Iteration 204Q: 3 clusters Score -5788764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -5788767.000000 Penalty: 3428.090088
	Iteration 205Q: 3 clusters Score -5788767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -5788772.500000 Penalty: 3428.090088
	Iteration 206Q: 3 clusters Score -5788772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -5788771.500000 Penalty: 3428.090088
	Iteration 207Q: 3 clusters Score -5788772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -5788776.000000 Penalty: 3428.090088
	Iteration 208Q: 3 clusters Score -5788776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -5788771.000000 Penalty: 3428.090088
	Iteration 209Q: 3 clusters Score -5788771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -5788765.000000 Penalty: 3428.090088
	Iteration 210Q: 3 clusters Score -5788765 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -5788783.000000 Penalty: 3428.090088
	Iteration 211Q: 3 clusters Score -5788783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -5788781.000000 Penalty: 3428.090088
	Iteration 212Q: 3 clusters Score -5788781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -5788784.500000 Penalty: 3428.090088
	Iteration 213Q: 3 clusters Score -5788784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -5788781.500000 Penalty: 3428.090088
	Iteration 214Q: 3 clusters Score -5788782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -5788778.500000 Penalty: 3428.090088
	Iteration 215Q: 3 clusters Score -5788778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -5788781.000000 Penalty: 3428.090088
	Iteration 216Q: 3 clusters Score -5788781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -5788790.500000 Penalty: 3428.090088
	Iteration 217Q: 3 clusters Score -5788790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -5788791.500000 Penalty: 3428.090088
	Iteration 218Q: 3 clusters Score -5788792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -5788790.500000 Penalty: 3428.090088
	Iteration 219Q: 3 clusters Score -5788790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -5788787.500000 Penalty: 3428.090088
	Iteration 220F: 3 clusters Score -5788788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -5788790.000000 Penalty: 3428.090088
	Iteration 221Q: 3 clusters Score -5788790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -5788787.000000 Penalty: 3428.090088
	Iteration 222Q: 3 clusters Score -5788787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -5788788.500000 Penalty: 3428.090088
	Iteration 223Q: 3 clusters Score -5788788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -5788788.500000 Penalty: 3428.090088
	Iteration 224Q: 3 clusters Score -5788788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -5788788.000000 Penalty: 3428.090088
	Iteration 225Q: 3 clusters Score -5788788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -5788790.000000 Penalty: 3428.090088
	Iteration 226Q: 3 clusters Score -5788790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -5788788.000000 Penalty: 3428.090088
	Iteration 227Q: 3 clusters Score -5788788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -5788790.500000 Penalty: 3428.090088
	Iteration 228Q: 3 clusters Score -5788790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -5788786.000000 Penalty: 3428.090088
	Iteration 229Q: 3 clusters Score -5788786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -5788787.000000 Penalty: 3428.090088
	Iteration 230Q: 3 clusters Score -5788787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -5788791.500000 Penalty: 3428.090088
	Iteration 231Q: 3 clusters Score -5788792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -5788791.500000 Penalty: 3428.090088
	Iteration 232F: 3 clusters Score -5788792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 20096 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 915 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 14882 members 
Mstep: Class 31 contains 38005 members 
Mstep: Class 32 contains 4420 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 5997 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 18252 members 
Mstep: Class 40 contains 19287 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 14384 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22682 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 20515 members 
Mstep: Class 67 contains 2054 members 
Mstep: Class 68 contains 9402 members 
Mstep: Class 69 contains 605 members 
Mstep: Class 70 contains 23218 members 
Entering Unmasked Estep 
Score: -85864568.000000 Penalty: 151366.296875
Splitting cluster 30 changes total score from -85850720.000000 to -85864568.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 31 (38005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Entering Unmasked Estep 
Score: -5769101.000000 Penalty: 1713.639404
	Iteration 0F: 2 clusters Score -5769101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -5751655.500000 Penalty: 3427.278809
	Iteration 0F: 3 clusters Score -5751656 nChanged 17767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -5761934.500000 Penalty: 3427.278809
	Iteration 1F: 3 clusters Score -5761934 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -5762569.000000 Penalty: 3427.278809
	Iteration 2F: 3 clusters Score -5762569 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -5763249.500000 Penalty: 3427.278809
	Iteration 3F: 3 clusters Score -5763250 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -5763961.000000 Penalty: 3427.278809
	Iteration 4F: 3 clusters Score -5763961 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -5764522.500000 Penalty: 3427.278809
	Iteration 5F: 3 clusters Score -5764522 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -5765093.500000 Penalty: 3427.278809
	Iteration 6F: 3 clusters Score -5765094 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -5765819.000000 Penalty: 3427.278809
	Iteration 7F: 3 clusters Score -5765819 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -5766769.500000 Penalty: 3427.278809
	Iteration 8F: 3 clusters Score -5766770 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -5767738.000000 Penalty: 3427.278809
	Iteration 9Q: 3 clusters Score -5767738 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -5768408.000000 Penalty: 3427.278809
	Iteration 10Q: 3 clusters Score -5768408 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -5768827.000000 Penalty: 3427.278809
	Iteration 11Q: 3 clusters Score -5768827 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -5768984.500000 Penalty: 3427.278809
	Iteration 12Q: 3 clusters Score -5768984 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -5769136.000000 Penalty: 3427.278809
	Iteration 13Q: 3 clusters Score -5769136 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -5769191.500000 Penalty: 3427.278809
	Iteration 14Q: 3 clusters Score -5769192 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -5769197.000000 Penalty: 3427.278809
	Iteration 15Q: 3 clusters Score -5769197 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -5769222.000000 Penalty: 3427.278809
	Iteration 16Q: 3 clusters Score -5769222 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -5769244.000000 Penalty: 3427.278809
	Iteration 17Q: 3 clusters Score -5769244 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -5769260.500000 Penalty: 3427.278809
	Iteration 18Q: 3 clusters Score -5769260 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -5769278.000000 Penalty: 3427.278809
	Iteration 19Q: 3 clusters Score -5769278 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -5769263.500000 Penalty: 3427.278809
	Iteration 20F: 3 clusters Score -5769264 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -5769214.500000 Penalty: 3427.278809
	Iteration 21Q: 3 clusters Score -5769214 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -5769209.000000 Penalty: 3427.278809
	Iteration 22Q: 3 clusters Score -5769209 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -5769199.000000 Penalty: 3427.278809
	Iteration 23Q: 3 clusters Score -5769199 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -5769241.000000 Penalty: 3427.278809
	Iteration 24Q: 3 clusters Score -5769241 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -5769209.500000 Penalty: 3427.278809
	Iteration 25Q: 3 clusters Score -5769210 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -5769185.000000 Penalty: 3427.278809
	Iteration 26Q: 3 clusters Score -5769185 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -5769191.500000 Penalty: 3427.278809
	Iteration 27Q: 3 clusters Score -5769192 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -5769203.500000 Penalty: 3427.278809
	Iteration 28Q: 3 clusters Score -5769204 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -5769202.000000 Penalty: 3427.278809
	Iteration 29Q: 3 clusters Score -5769202 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -5769214.000000 Penalty: 3427.278809
	Iteration 30Q: 3 clusters Score -5769214 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -5769227.500000 Penalty: 3427.278809
	Iteration 31Q: 3 clusters Score -5769228 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -5769239.500000 Penalty: 3427.278809
	Iteration 32Q: 3 clusters Score -5769240 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -5769287.000000 Penalty: 3427.278809
	Iteration 33Q: 3 clusters Score -5769287 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -5769321.000000 Penalty: 3427.278809
	Iteration 34Q: 3 clusters Score -5769321 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -5769326.000000 Penalty: 3427.278809
	Iteration 35Q: 3 clusters Score -5769326 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -5769358.000000 Penalty: 3427.278809
	Iteration 36Q: 3 clusters Score -5769358 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -5769394.000000 Penalty: 3427.278809
	Iteration 37Q: 3 clusters Score -5769394 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -5769454.000000 Penalty: 3427.278809
	Iteration 38Q: 3 clusters Score -5769454 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -5769474.000000 Penalty: 3427.278809
	Iteration 39Q: 3 clusters Score -5769474 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -5769538.500000 Penalty: 3427.278809
	Iteration 40F: 3 clusters Score -5769538 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -5769590.000000 Penalty: 3427.278809
	Iteration 41Q: 3 clusters Score -5769590 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -5769620.500000 Penalty: 3427.278809
	Iteration 42Q: 3 clusters Score -5769620 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -5769637.500000 Penalty: 3427.278809
	Iteration 43Q: 3 clusters Score -5769638 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -5769694.000000 Penalty: 3427.278809
	Iteration 44Q: 3 clusters Score -5769694 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -5769727.000000 Penalty: 3427.278809
	Iteration 45Q: 3 clusters Score -5769727 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -5769762.000000 Penalty: 3427.278809
	Iteration 46Q: 3 clusters Score -5769762 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -5769792.000000 Penalty: 3427.278809
	Iteration 47Q: 3 clusters Score -5769792 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -5769825.500000 Penalty: 3427.278809
	Iteration 48Q: 3 clusters Score -5769826 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -5769852.000000 Penalty: 3427.278809
	Iteration 49Q: 3 clusters Score -5769852 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -5769910.000000 Penalty: 3427.278809
	Iteration 50Q: 3 clusters Score -5769910 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -5769953.000000 Penalty: 3427.278809
	Iteration 51Q: 3 clusters Score -5769953 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -5769966.000000 Penalty: 3427.278809
	Iteration 52Q: 3 clusters Score -5769966 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -5769993.500000 Penalty: 3427.278809
	Iteration 53Q: 3 clusters Score -5769994 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -5769990.500000 Penalty: 3427.278809
	Iteration 54Q: 3 clusters Score -5769990 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -5769998.500000 Penalty: 3427.278809
	Iteration 55Q: 3 clusters Score -5769998 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -5769997.000000 Penalty: 3427.278809
	Iteration 56Q: 3 clusters Score -5769997 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -5769998.000000 Penalty: 3427.278809
	Iteration 57Q: 3 clusters Score -5769998 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -5769997.500000 Penalty: 3427.278809
	Iteration 58Q: 3 clusters Score -5769998 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -5770000.500000 Penalty: 3427.278809
	Iteration 59Q: 3 clusters Score -5770000 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -5769994.000000 Penalty: 3427.278809
	Iteration 60F: 3 clusters Score -5769994 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -5770005.500000 Penalty: 3427.278809
	Iteration 61Q: 3 clusters Score -5770006 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -5769991.500000 Penalty: 3427.278809
	Iteration 62Q: 3 clusters Score -5769992 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -5769978.500000 Penalty: 3427.278809
	Iteration 63Q: 3 clusters Score -5769978 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -5769994.000000 Penalty: 3427.278809
	Iteration 64Q: 3 clusters Score -5769994 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -5770004.500000 Penalty: 3427.278809
	Iteration 65Q: 3 clusters Score -5770004 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -5770009.000000 Penalty: 3427.278809
	Iteration 66Q: 3 clusters Score -5770009 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -5770005.000000 Penalty: 3427.278809
	Iteration 67Q: 3 clusters Score -5770005 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -5770010.500000 Penalty: 3427.278809
	Iteration 68Q: 3 clusters Score -5770010 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -5770006.500000 Penalty: 3427.278809
	Iteration 69Q: 3 clusters Score -5770006 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -5770022.500000 Penalty: 3427.278809
	Iteration 70Q: 3 clusters Score -5770022 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -5770029.000000 Penalty: 3427.278809
	Iteration 71Q: 3 clusters Score -5770029 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -5770035.500000 Penalty: 3427.278809
	Iteration 72Q: 3 clusters Score -5770036 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -5770044.500000 Penalty: 3427.278809
	Iteration 73Q: 3 clusters Score -5770044 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -5770047.500000 Penalty: 3427.278809
	Iteration 74Q: 3 clusters Score -5770048 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -5770045.500000 Penalty: 3427.278809
	Iteration 75Q: 3 clusters Score -5770046 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -5770027.000000 Penalty: 3427.278809
	Iteration 76Q: 3 clusters Score -5770027 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -5770061.500000 Penalty: 3427.278809
	Iteration 77Q: 3 clusters Score -5770062 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -5770068.500000 Penalty: 3427.278809
	Iteration 78Q: 3 clusters Score -5770068 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -5770084.000000 Penalty: 3427.278809
	Iteration 79Q: 3 clusters Score -5770084 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -5770142.000000 Penalty: 3427.278809
	Iteration 80F: 3 clusters Score -5770142 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -5770239.500000 Penalty: 3427.278809
	Iteration 81Q: 3 clusters Score -5770240 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -5770266.500000 Penalty: 3427.278809
	Iteration 82Q: 3 clusters Score -5770266 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -5770368.500000 Penalty: 3427.278809
	Iteration 83Q: 3 clusters Score -5770368 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -5770508.500000 Penalty: 3427.278809
	Iteration 84Q: 3 clusters Score -5770508 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -5770605.500000 Penalty: 3427.278809
	Iteration 85Q: 3 clusters Score -5770606 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -5770773.500000 Penalty: 3427.278809
	Iteration 86Q: 3 clusters Score -5770774 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -5770944.000000 Penalty: 3427.278809
	Iteration 87Q: 3 clusters Score -5770944 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -5771153.500000 Penalty: 3427.278809
	Iteration 88Q: 3 clusters Score -5771154 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -5771365.000000 Penalty: 3427.278809
	Iteration 89Q: 3 clusters Score -5771365 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -5771673.000000 Penalty: 3427.278809
	Iteration 90Q: 3 clusters Score -5771673 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -5771993.500000 Penalty: 3427.278809
	Iteration 91Q: 3 clusters Score -5771994 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -5772272.500000 Penalty: 3427.278809
	Iteration 92Q: 3 clusters Score -5772272 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -5772578.500000 Penalty: 3427.278809
	Iteration 93Q: 3 clusters Score -5772578 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -5772786.500000 Penalty: 3427.278809
	Iteration 94Q: 3 clusters Score -5772786 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -5772992.500000 Penalty: 3427.278809
	Iteration 95Q: 3 clusters Score -5772992 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -5773118.000000 Penalty: 3427.278809
	Iteration 96Q: 3 clusters Score -5773118 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -5773240.500000 Penalty: 3427.278809
	Iteration 97Q: 3 clusters Score -5773240 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -5773360.500000 Penalty: 3427.278809
	Iteration 98Q: 3 clusters Score -5773360 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -5773391.000000 Penalty: 3427.278809
	Iteration 99Q: 3 clusters Score -5773391 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -5773515.000000 Penalty: 3427.278809
	Iteration 100F: 3 clusters Score -5773515 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -5773552.500000 Penalty: 3427.278809
	Iteration 101Q: 3 clusters Score -5773552 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -5773623.500000 Penalty: 3427.278809
	Iteration 102Q: 3 clusters Score -5773624 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -5773631.500000 Penalty: 3427.278809
	Iteration 103Q: 3 clusters Score -5773632 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -5773666.500000 Penalty: 3427.278809
	Iteration 104Q: 3 clusters Score -5773666 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -5773720.000000 Penalty: 3427.278809
	Iteration 105Q: 3 clusters Score -5773720 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -5773771.000000 Penalty: 3427.278809
	Iteration 106Q: 3 clusters Score -5773771 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -5773807.000000 Penalty: 3427.278809
	Iteration 107Q: 3 clusters Score -5773807 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -5773851.500000 Penalty: 3427.278809
	Iteration 108Q: 3 clusters Score -5773852 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -5773888.500000 Penalty: 3427.278809
	Iteration 109Q: 3 clusters Score -5773888 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -5773934.000000 Penalty: 3427.278809
	Iteration 110Q: 3 clusters Score -5773934 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -5773953.500000 Penalty: 3427.278809
	Iteration 111Q: 3 clusters Score -5773954 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -5773984.500000 Penalty: 3427.278809
	Iteration 112Q: 3 clusters Score -5773984 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -5773969.500000 Penalty: 3427.278809
	Iteration 113Q: 3 clusters Score -5773970 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -5773984.500000 Penalty: 3427.278809
	Iteration 114Q: 3 clusters Score -5773984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -5773999.000000 Penalty: 3427.278809
	Iteration 115Q: 3 clusters Score -5773999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -5774013.500000 Penalty: 3427.278809
	Iteration 116Q: 3 clusters Score -5774014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -5774013.000000 Penalty: 3427.278809
	Iteration 117Q: 3 clusters Score -5774013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -5774015.500000 Penalty: 3427.278809
	Iteration 118Q: 3 clusters Score -5774016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -5774022.000000 Penalty: 3427.278809
	Iteration 119Q: 3 clusters Score -5774022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -5774039.500000 Penalty: 3427.278809
	Iteration 120F: 3 clusters Score -5774040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -5774051.500000 Penalty: 3427.278809
	Iteration 121Q: 3 clusters Score -5774052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -5774052.500000 Penalty: 3427.278809
	Iteration 122Q: 3 clusters Score -5774052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -5774047.500000 Penalty: 3427.278809
	Iteration 123Q: 3 clusters Score -5774048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -5774051.000000 Penalty: 3427.278809
	Iteration 124Q: 3 clusters Score -5774051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -5774054.500000 Penalty: 3427.278809
	Iteration 125Q: 3 clusters Score -5774054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -5774058.500000 Penalty: 3427.278809
	Iteration 126Q: 3 clusters Score -5774058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -5774061.000000 Penalty: 3427.278809
	Iteration 127Q: 3 clusters Score -5774061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -5774068.500000 Penalty: 3427.278809
	Iteration 128Q: 3 clusters Score -5774068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -5774067.500000 Penalty: 3427.278809
	Iteration 129Q: 3 clusters Score -5774068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -5774067.500000 Penalty: 3427.278809
	Iteration 130Q: 3 clusters Score -5774068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -5774067.500000 Penalty: 3427.278809
	Iteration 131F: 3 clusters Score -5774068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 20096 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 915 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 14882 members 
Mstep: Class 31 contains 15285 members 
Mstep: Class 32 contains 4420 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 5997 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 18252 members 
Mstep: Class 40 contains 19287 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 14384 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22682 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 20515 members 
Mstep: Class 67 contains 2054 members 
Mstep: Class 68 contains 9402 members 
Mstep: Class 69 contains 605 members 
Mstep: Class 70 contains 23218 members 
Mstep: Class 71 contains 22720 members 
Entering Unmasked Estep 
Score: -85869256.000000 Penalty: 153528.671875
Splitting cluster 31 changes total score from -85850720.000000 to -85869256.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 32 (4420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Entering Unmasked Estep 
Score: -578749.562500 Penalty: 1364.007935
	Iteration 0F: 2 clusters Score -578749.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -575159.062500 Penalty: 2728.015869
	Iteration 0F: 3 clusters Score -575159.1 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -576263.875000 Penalty: 2728.015869
	Iteration 1F: 3 clusters Score -576263.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -576735.812500 Penalty: 2728.015869
	Iteration 2F: 3 clusters Score -576735.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -577160.500000 Penalty: 2728.015869
	Iteration 3F: 3 clusters Score -577160.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -577483.000000 Penalty: 2728.015869
	Iteration 4F: 3 clusters Score -577483 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -577714.062500 Penalty: 2728.015869
	Iteration 5F: 3 clusters Score -577714.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -577879.125000 Penalty: 2728.015869
	Iteration 6Q: 3 clusters Score -577879.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -577996.625000 Penalty: 2728.015869
	Iteration 7Q: 3 clusters Score -577996.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -578117.312500 Penalty: 2728.015869
	Iteration 8Q: 3 clusters Score -578117.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -578211.312500 Penalty: 2728.015869
	Iteration 9Q: 3 clusters Score -578211.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -578263.625000 Penalty: 2728.015869
	Iteration 10Q: 3 clusters Score -578263.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -578306.312500 Penalty: 2728.015869
	Iteration 11Q: 3 clusters Score -578306.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -578343.812500 Penalty: 2728.015869
	Iteration 12Q: 3 clusters Score -578343.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -578371.937500 Penalty: 2728.015869
	Iteration 13Q: 3 clusters Score -578371.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -578400.062500 Penalty: 2728.015869
	Iteration 14Q: 3 clusters Score -578400.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -578427.375000 Penalty: 2728.015869
	Iteration 15Q: 3 clusters Score -578427.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -578455.625000 Penalty: 2728.015869
	Iteration 16Q: 3 clusters Score -578455.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -578477.562500 Penalty: 2728.015869
	Iteration 17Q: 3 clusters Score -578477.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -578509.562500 Penalty: 2728.015869
	Iteration 18Q: 3 clusters Score -578509.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -578542.500000 Penalty: 2728.015869
	Iteration 19Q: 3 clusters Score -578542.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -578563.562500 Penalty: 2728.015869
	Iteration 20F: 3 clusters Score -578563.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -578585.250000 Penalty: 2728.015869
	Iteration 21Q: 3 clusters Score -578585.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -578608.000000 Penalty: 2728.015869
	Iteration 22Q: 3 clusters Score -578608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -578627.187500 Penalty: 2728.015869
	Iteration 23Q: 3 clusters Score -578627.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -578645.750000 Penalty: 2728.015869
	Iteration 24Q: 3 clusters Score -578645.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -578664.125000 Penalty: 2728.015869
	Iteration 25Q: 3 clusters Score -578664.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -578686.000000 Penalty: 2728.015869
	Iteration 26Q: 3 clusters Score -578686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -578706.500000 Penalty: 2728.015869
	Iteration 27Q: 3 clusters Score -578706.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -578735.812500 Penalty: 2728.015869
	Iteration 28Q: 3 clusters Score -578735.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -578782.187500 Penalty: 2728.015869
	Iteration 29Q: 3 clusters Score -578782.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -578820.250000 Penalty: 2728.015869
	Iteration 30Q: 3 clusters Score -578820.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -578857.687500 Penalty: 2728.015869
	Iteration 31Q: 3 clusters Score -578857.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -578883.812500 Penalty: 2728.015869
	Iteration 32Q: 3 clusters Score -578883.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -578902.312500 Penalty: 2728.015869
	Iteration 33Q: 3 clusters Score -578902.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -578926.000000 Penalty: 2728.015869
	Iteration 34Q: 3 clusters Score -578926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -578946.750000 Penalty: 2728.015869
	Iteration 35Q: 3 clusters Score -578946.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -578963.750000 Penalty: 2728.015869
	Iteration 36Q: 3 clusters Score -578963.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -578972.687500 Penalty: 2728.015869
	Iteration 37Q: 3 clusters Score -578972.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -578977.500000 Penalty: 2728.015869
	Iteration 38Q: 3 clusters Score -578977.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -578980.000000 Penalty: 2728.015869
	Iteration 39Q: 3 clusters Score -578980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -578982.812500 Penalty: 2728.015869
	Iteration 40F: 3 clusters Score -578982.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -578985.062500 Penalty: 2728.015869
	Iteration 41Q: 3 clusters Score -578985.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -578986.000000 Penalty: 2728.015869
	Iteration 42Q: 3 clusters Score -578986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -578986.625000 Penalty: 2728.015869
	Iteration 43Q: 3 clusters Score -578986.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -578987.000000 Penalty: 2728.015869
	Iteration 44Q: 3 clusters Score -578987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -578988.125000 Penalty: 2728.015869
	Iteration 45Q: 3 clusters Score -578988.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -578988.562500 Penalty: 2728.015869
	Iteration 46Q: 3 clusters Score -578988.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -578989.812500 Penalty: 2728.015869
	Iteration 47Q: 3 clusters Score -578989.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -578989.812500 Penalty: 2728.015869
	Iteration 48Q: 3 clusters Score -578989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -578989.812500 Penalty: 2728.015869
	Iteration 49F: 3 clusters Score -578989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 20096 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 915 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 14882 members 
Mstep: Class 31 contains 15285 members 
Mstep: Class 32 contains 2690 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 5997 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 18252 members 
Mstep: Class 40 contains 19287 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 14384 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22682 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 20515 members 
Mstep: Class 67 contains 2054 members 
Mstep: Class 68 contains 9402 members 
Mstep: Class 69 contains 605 members 
Mstep: Class 70 contains 23218 members 
Mstep: Class 71 contains 22720 members 
Mstep: Class 72 contains 1730 members 
Entering Unmasked Estep 
Score: -85868656.000000 Penalty: 155691.046875
Splitting cluster 32 changes total score from -85850720.000000 to -85868656.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 33 (2108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Entering Unmasked Estep 
Score: -295697.562500 Penalty: 1243.692871
	Iteration 0F: 2 clusters Score -295697.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -293581.781250 Penalty: 2487.385742
	Iteration 0F: 3 clusters Score -293581.8 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -294098.968750 Penalty: 2487.385742
	Iteration 1F: 3 clusters Score -294099 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -294200.093750 Penalty: 2487.385742
	Iteration 2F: 3 clusters Score -294200.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -294264.843750 Penalty: 2487.385742
	Iteration 3Q: 3 clusters Score -294264.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -294304.656250 Penalty: 2487.385742
	Iteration 4Q: 3 clusters Score -294304.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -294335.625000 Penalty: 2487.385742
	Iteration 5Q: 3 clusters Score -294335.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -294356.187500 Penalty: 2487.385742
	Iteration 6Q: 3 clusters Score -294356.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -294373.218750 Penalty: 2487.385742
	Iteration 7Q: 3 clusters Score -294373.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -294396.406250 Penalty: 2487.385742
	Iteration 8Q: 3 clusters Score -294396.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -294419.875000 Penalty: 2487.385742
	Iteration 9Q: 3 clusters Score -294419.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -294456.656250 Penalty: 2487.385742
	Iteration 10Q: 3 clusters Score -294456.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -294489.875000 Penalty: 2487.385742
	Iteration 11Q: 3 clusters Score -294489.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -294516.968750 Penalty: 2487.385742
	Iteration 12Q: 3 clusters Score -294517 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -294543.093750 Penalty: 2487.385742
	Iteration 13Q: 3 clusters Score -294543.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -294576.968750 Penalty: 2487.385742
	Iteration 14Q: 3 clusters Score -294577 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -294605.093750 Penalty: 2487.385742
	Iteration 15Q: 3 clusters Score -294605.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -294645.843750 Penalty: 2487.385742
	Iteration 16Q: 3 clusters Score -294645.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -294691.906250 Penalty: 2487.385742
	Iteration 17Q: 3 clusters Score -294691.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -294749.000000 Penalty: 2487.385742
	Iteration 18Q: 3 clusters Score -294749 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -294794.000000 Penalty: 2487.385742
	Iteration 19Q: 3 clusters Score -294794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -294840.187500 Penalty: 2487.385742
	Iteration 20F: 3 clusters Score -294840.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -294878.062500 Penalty: 2487.385742
	Iteration 21Q: 3 clusters Score -294878.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -294908.406250 Penalty: 2487.385742
	Iteration 22Q: 3 clusters Score -294908.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -294939.781250 Penalty: 2487.385742
	Iteration 23Q: 3 clusters Score -294939.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -294969.531250 Penalty: 2487.385742
	Iteration 24Q: 3 clusters Score -294969.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -295000.093750 Penalty: 2487.385742
	Iteration 25Q: 3 clusters Score -295000.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -295018.687500 Penalty: 2487.385742
	Iteration 26Q: 3 clusters Score -295018.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -295038.562500 Penalty: 2487.385742
	Iteration 27Q: 3 clusters Score -295038.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -295064.218750 Penalty: 2487.385742
	Iteration 28Q: 3 clusters Score -295064.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -295081.312500 Penalty: 2487.385742
	Iteration 29Q: 3 clusters Score -295081.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -295093.187500 Penalty: 2487.385742
	Iteration 30Q: 3 clusters Score -295093.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -295101.125000 Penalty: 2487.385742
	Iteration 31Q: 3 clusters Score -295101.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -295109.000000 Penalty: 2487.385742
	Iteration 32Q: 3 clusters Score -295109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -295115.312500 Penalty: 2487.385742
	Iteration 33Q: 3 clusters Score -295115.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -295121.093750 Penalty: 2487.385742
	Iteration 34Q: 3 clusters Score -295121.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -295128.187500 Penalty: 2487.385742
	Iteration 35Q: 3 clusters Score -295128.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -295131.656250 Penalty: 2487.385742
	Iteration 36Q: 3 clusters Score -295131.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -295135.375000 Penalty: 2487.385742
	Iteration 37Q: 3 clusters Score -295135.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -295137.562500 Penalty: 2487.385742
	Iteration 38Q: 3 clusters Score -295137.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -295139.968750 Penalty: 2487.385742
	Iteration 39Q: 3 clusters Score -295140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -295143.750000 Penalty: 2487.385742
	Iteration 40F: 3 clusters Score -295143.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -295148.468750 Penalty: 2487.385742
	Iteration 41Q: 3 clusters Score -295148.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -295150.500000 Penalty: 2487.385742
	Iteration 42Q: 3 clusters Score -295150.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -295154.562500 Penalty: 2487.385742
	Iteration 43Q: 3 clusters Score -295154.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -295156.906250 Penalty: 2487.385742
	Iteration 44Q: 3 clusters Score -295156.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -295159.781250 Penalty: 2487.385742
	Iteration 45Q: 3 clusters Score -295159.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -295161.500000 Penalty: 2487.385742
	Iteration 46Q: 3 clusters Score -295161.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -295165.218750 Penalty: 2487.385742
	Iteration 47Q: 3 clusters Score -295165.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -295167.875000 Penalty: 2487.385742
	Iteration 48Q: 3 clusters Score -295167.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -295169.718750 Penalty: 2487.385742
	Iteration 49Q: 3 clusters Score -295169.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -295169.718750 Penalty: 2487.385742
	Iteration 50F: 3 clusters Score -295169.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Entering Unmasked Estep 
Score: -1522978.875000 Penalty: 1500.232422
	Iteration 0F: 2 clusters Score -1522979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1515819.250000 Penalty: 3000.464844
	Iteration 0F: 3 clusters Score -1515819 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1518232.750000 Penalty: 3000.464844
	Iteration 1F: 3 clusters Score -1518233 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1518563.375000 Penalty: 3000.464844
	Iteration 2F: 3 clusters Score -1518563 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1518836.125000 Penalty: 3000.464844
	Iteration 3F: 3 clusters Score -1518836 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1519066.375000 Penalty: 3000.464844
	Iteration 4Q: 3 clusters Score -1519066 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1519272.500000 Penalty: 3000.464844
	Iteration 5Q: 3 clusters Score -1519272 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1519496.625000 Penalty: 3000.464844
	Iteration 6Q: 3 clusters Score -1519497 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1519767.125000 Penalty: 3000.464844
	Iteration 7Q: 3 clusters Score -1519767 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1520000.750000 Penalty: 3000.464844
	Iteration 8Q: 3 clusters Score -1520001 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1520207.375000 Penalty: 3000.464844
	Iteration 9Q: 3 clusters Score -1520207 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1520406.625000 Penalty: 3000.464844
	Iteration 10Q: 3 clusters Score -1520407 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1520604.250000 Penalty: 3000.464844
	Iteration 11Q: 3 clusters Score -1520604 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1520787.375000 Penalty: 3000.464844
	Iteration 12Q: 3 clusters Score -1520787 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1520934.500000 Penalty: 3000.464844
	Iteration 13Q: 3 clusters Score -1520934 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1521072.875000 Penalty: 3000.464844
	Iteration 14Q: 3 clusters Score -1521073 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1521204.125000 Penalty: 3000.464844
	Iteration 15Q: 3 clusters Score -1521204 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1521345.250000 Penalty: 3000.464844
	Iteration 16Q: 3 clusters Score -1521345 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1521465.000000 Penalty: 3000.464844
	Iteration 17Q: 3 clusters Score -1521465 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1521592.500000 Penalty: 3000.464844
	Iteration 18Q: 3 clusters Score -1521592 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1521681.125000 Penalty: 3000.464844
	Iteration 19Q: 3 clusters Score -1521681 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1521755.625000 Penalty: 3000.464844
	Iteration 20F: 3 clusters Score -1521756 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1521838.750000 Penalty: 3000.464844
	Iteration 21Q: 3 clusters Score -1521839 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1521914.375000 Penalty: 3000.464844
	Iteration 22Q: 3 clusters Score -1521914 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1521977.125000 Penalty: 3000.464844
	Iteration 23Q: 3 clusters Score -1521977 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1522041.250000 Penalty: 3000.464844
	Iteration 24Q: 3 clusters Score -1522041 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1522099.000000 Penalty: 3000.464844
	Iteration 25Q: 3 clusters Score -1522099 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1522152.500000 Penalty: 3000.464844
	Iteration 26Q: 3 clusters Score -1522152 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1522186.875000 Penalty: 3000.464844
	Iteration 27Q: 3 clusters Score -1522187 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1522204.625000 Penalty: 3000.464844
	Iteration 28Q: 3 clusters Score -1522205 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1522221.250000 Penalty: 3000.464844
	Iteration 29Q: 3 clusters Score -1522221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1522237.375000 Penalty: 3000.464844
	Iteration 30Q: 3 clusters Score -1522237 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1522252.875000 Penalty: 3000.464844
	Iteration 31Q: 3 clusters Score -1522253 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1522256.125000 Penalty: 3000.464844
	Iteration 32Q: 3 clusters Score -1522256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1522259.000000 Penalty: 3000.464844
	Iteration 33Q: 3 clusters Score -1522259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1522264.875000 Penalty: 3000.464844
	Iteration 34Q: 3 clusters Score -1522265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1522266.625000 Penalty: 3000.464844
	Iteration 35Q: 3 clusters Score -1522267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1522274.375000 Penalty: 3000.464844
	Iteration 36Q: 3 clusters Score -1522274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1522276.500000 Penalty: 3000.464844
	Iteration 37Q: 3 clusters Score -1522276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1522275.750000 Penalty: 3000.464844
	Iteration 38Q: 3 clusters Score -1522276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1522279.000000 Penalty: 3000.464844
	Iteration 39Q: 3 clusters Score -1522279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1522282.375000 Penalty: 3000.464844
	Iteration 40F: 3 clusters Score -1522282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1522282.875000 Penalty: 3000.464844
	Iteration 41Q: 3 clusters Score -1522283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1522281.500000 Penalty: 3000.464844
	Iteration 42Q: 3 clusters Score -1522282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1522284.375000 Penalty: 3000.464844
	Iteration 43Q: 3 clusters Score -1522284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1522287.500000 Penalty: 3000.464844
	Iteration 44Q: 3 clusters Score -1522288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1522286.375000 Penalty: 3000.464844
	Iteration 45Q: 3 clusters Score -1522286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1522289.875000 Penalty: 3000.464844
	Iteration 46Q: 3 clusters Score -1522290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1522286.625000 Penalty: 3000.464844
	Iteration 47Q: 3 clusters Score -1522287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1522288.625000 Penalty: 3000.464844
	Iteration 48Q: 3 clusters Score -1522289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1522288.625000 Penalty: 3000.464844
	Iteration 49F: 3 clusters Score -1522289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Entering Unmasked Estep 
Score: -886620.125000 Penalty: 1420.382812
	Iteration 0F: 2 clusters Score -886620.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -881898.812500 Penalty: 2840.765625
	Iteration 0F: 3 clusters Score -881898.8 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -883373.875000 Penalty: 2840.765625
	Iteration 1F: 3 clusters Score -883373.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -883670.750000 Penalty: 2840.765625
	Iteration 2F: 3 clusters Score -883670.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -883900.437500 Penalty: 2840.765625
	Iteration 3F: 3 clusters Score -883900.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -884141.937500 Penalty: 2840.765625
	Iteration 4F: 3 clusters Score -884141.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -884386.937500 Penalty: 2840.765625
	Iteration 5F: 3 clusters Score -884386.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -884611.125000 Penalty: 2840.765625
	Iteration 6F: 3 clusters Score -884611.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -884775.937500 Penalty: 2840.765625
	Iteration 7Q: 3 clusters Score -884775.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -884886.812500 Penalty: 2840.765625
	Iteration 8Q: 3 clusters Score -884886.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -884977.312500 Penalty: 2840.765625
	Iteration 9Q: 3 clusters Score -884977.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -885058.375000 Penalty: 2840.765625
	Iteration 10Q: 3 clusters Score -885058.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -885125.687500 Penalty: 2840.765625
	Iteration 11Q: 3 clusters Score -885125.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -885182.187500 Penalty: 2840.765625
	Iteration 12Q: 3 clusters Score -885182.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -885225.625000 Penalty: 2840.765625
	Iteration 13Q: 3 clusters Score -885225.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -885265.000000 Penalty: 2840.765625
	Iteration 14Q: 3 clusters Score -885265 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -885291.812500 Penalty: 2840.765625
	Iteration 15Q: 3 clusters Score -885291.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -885309.875000 Penalty: 2840.765625
	Iteration 16Q: 3 clusters Score -885309.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -885326.625000 Penalty: 2840.765625
	Iteration 17Q: 3 clusters Score -885326.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -885342.375000 Penalty: 2840.765625
	Iteration 18Q: 3 clusters Score -885342.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -885353.750000 Penalty: 2840.765625
	Iteration 19Q: 3 clusters Score -885353.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -885365.125000 Penalty: 2840.765625
	Iteration 20F: 3 clusters Score -885365.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -885379.750000 Penalty: 2840.765625
	Iteration 21Q: 3 clusters Score -885379.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -885394.875000 Penalty: 2840.765625
	Iteration 22Q: 3 clusters Score -885394.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -885414.187500 Penalty: 2840.765625
	Iteration 23Q: 3 clusters Score -885414.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -885431.750000 Penalty: 2840.765625
	Iteration 24Q: 3 clusters Score -885431.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -885449.000000 Penalty: 2840.765625
	Iteration 25Q: 3 clusters Score -885449 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -885466.062500 Penalty: 2840.765625
	Iteration 26Q: 3 clusters Score -885466.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -885477.875000 Penalty: 2840.765625
	Iteration 27Q: 3 clusters Score -885477.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -885493.250000 Penalty: 2840.765625
	Iteration 28Q: 3 clusters Score -885493.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -885505.500000 Penalty: 2840.765625
	Iteration 29Q: 3 clusters Score -885505.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -885517.687500 Penalty: 2840.765625
	Iteration 30Q: 3 clusters Score -885517.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -885530.375000 Penalty: 2840.765625
	Iteration 31Q: 3 clusters Score -885530.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -885539.937500 Penalty: 2840.765625
	Iteration 32Q: 3 clusters Score -885539.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -885546.437500 Penalty: 2840.765625
	Iteration 33Q: 3 clusters Score -885546.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -885549.500000 Penalty: 2840.765625
	Iteration 34Q: 3 clusters Score -885549.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -885554.750000 Penalty: 2840.765625
	Iteration 35Q: 3 clusters Score -885554.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -885559.125000 Penalty: 2840.765625
	Iteration 36Q: 3 clusters Score -885559.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -885561.125000 Penalty: 2840.765625
	Iteration 37Q: 3 clusters Score -885561.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -885560.937500 Penalty: 2840.765625
	Iteration 38Q: 3 clusters Score -885560.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -885562.000000 Penalty: 2840.765625
	Iteration 39Q: 3 clusters Score -885562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -885563.187500 Penalty: 2840.765625
	Iteration 40F: 3 clusters Score -885563.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -885564.062500 Penalty: 2840.765625
	Iteration 41Q: 3 clusters Score -885564.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -885566.062500 Penalty: 2840.765625
	Iteration 42Q: 3 clusters Score -885566.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -885568.062500 Penalty: 2840.765625
	Iteration 43Q: 3 clusters Score -885568.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -885568.125000 Penalty: 2840.765625
	Iteration 44Q: 3 clusters Score -885568.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -885569.437500 Penalty: 2840.765625
	Iteration 45Q: 3 clusters Score -885569.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -885570.000000 Penalty: 2840.765625
	Iteration 46Q: 3 clusters Score -885570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -885568.937500 Penalty: 2840.765625
	Iteration 47Q: 3 clusters Score -885568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -885568.687500 Penalty: 2840.765625
	Iteration 48Q: 3 clusters Score -885568.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -885569.312500 Penalty: 2840.765625
	Iteration 49Q: 3 clusters Score -885569.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -885570.500000 Penalty: 2840.765625
	Iteration 50Q: 3 clusters Score -885570.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -885570.625000 Penalty: 2840.765625
	Iteration 51Q: 3 clusters Score -885570.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -885570.437500 Penalty: 2840.765625
	Iteration 52Q: 3 clusters Score -885570.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -885574.562500 Penalty: 2840.765625
	Iteration 53Q: 3 clusters Score -885574.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -885575.187500 Penalty: 2840.765625
	Iteration 54Q: 3 clusters Score -885575.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -885575.937500 Penalty: 2840.765625
	Iteration 55Q: 3 clusters Score -885575.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -885577.875000 Penalty: 2840.765625
	Iteration 56Q: 3 clusters Score -885577.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -885578.125000 Penalty: 2840.765625
	Iteration 57Q: 3 clusters Score -885578.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -885577.937500 Penalty: 2840.765625
	Iteration 58Q: 3 clusters Score -885577.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -885581.437500 Penalty: 2840.765625
	Iteration 59Q: 3 clusters Score -885581.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -885583.312500 Penalty: 2840.765625
	Iteration 60F: 3 clusters Score -885583.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -885584.875000 Penalty: 2840.765625
	Iteration 61Q: 3 clusters Score -885584.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -885586.937500 Penalty: 2840.765625
	Iteration 62Q: 3 clusters Score -885586.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -885588.562500 Penalty: 2840.765625
	Iteration 63Q: 3 clusters Score -885588.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -885590.250000 Penalty: 2840.765625
	Iteration 64Q: 3 clusters Score -885590.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -885591.687500 Penalty: 2840.765625
	Iteration 65Q: 3 clusters Score -885591.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -885592.250000 Penalty: 2840.765625
	Iteration 66Q: 3 clusters Score -885592.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -885592.125000 Penalty: 2840.765625
	Iteration 67Q: 3 clusters Score -885592.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -885593.500000 Penalty: 2840.765625
	Iteration 68Q: 3 clusters Score -885593.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -885592.812500 Penalty: 2840.765625
	Iteration 69Q: 3 clusters Score -885592.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -885593.500000 Penalty: 2840.765625
	Iteration 70Q: 3 clusters Score -885593.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -885593.000000 Penalty: 2840.765625
	Iteration 71Q: 3 clusters Score -885593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -885593.000000 Penalty: 2840.765625
	Iteration 72F: 3 clusters Score -885593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Entering Unmasked Estep 
Score: -210493.359375 Penalty: 1212.609985
	Iteration 0F: 2 clusters Score -210493.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -208591.156250 Penalty: 2425.219971
	Iteration 0F: 3 clusters Score -208591.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -209291.234375 Penalty: 2425.219971
	Iteration 1F: 3 clusters Score -209291.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -209646.171875 Penalty: 2425.219971
	Iteration 2F: 3 clusters Score -209646.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -209872.437500 Penalty: 2425.219971
	Iteration 3F: 3 clusters Score -209872.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -210007.593750 Penalty: 2425.219971
	Iteration 4F: 3 clusters Score -210007.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -210113.031250 Penalty: 2425.219971
	Iteration 5Q: 3 clusters Score -210113 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -210195.875000 Penalty: 2425.219971
	Iteration 6Q: 3 clusters Score -210195.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -210251.125000 Penalty: 2425.219971
	Iteration 7Q: 3 clusters Score -210251.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -210288.625000 Penalty: 2425.219971
	Iteration 8Q: 3 clusters Score -210288.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -210315.859375 Penalty: 2425.219971
	Iteration 9Q: 3 clusters Score -210315.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -210332.796875 Penalty: 2425.219971
	Iteration 10Q: 3 clusters Score -210332.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -210354.125000 Penalty: 2425.219971
	Iteration 11Q: 3 clusters Score -210354.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -210382.734375 Penalty: 2425.219971
	Iteration 12Q: 3 clusters Score -210382.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -210392.890625 Penalty: 2425.219971
	Iteration 13Q: 3 clusters Score -210392.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -210396.265625 Penalty: 2425.219971
	Iteration 14Q: 3 clusters Score -210396.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -210397.937500 Penalty: 2425.219971
	Iteration 15Q: 3 clusters Score -210397.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -210400.671875 Penalty: 2425.219971
	Iteration 16Q: 3 clusters Score -210400.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -210404.906250 Penalty: 2425.219971
	Iteration 17Q: 3 clusters Score -210404.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -210411.578125 Penalty: 2425.219971
	Iteration 18Q: 3 clusters Score -210411.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -210416.812500 Penalty: 2425.219971
	Iteration 19Q: 3 clusters Score -210416.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -210425.062500 Penalty: 2425.219971
	Iteration 20F: 3 clusters Score -210425.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -210431.531250 Penalty: 2425.219971
	Iteration 21Q: 3 clusters Score -210431.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -210437.625000 Penalty: 2425.219971
	Iteration 22Q: 3 clusters Score -210437.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -210441.375000 Penalty: 2425.219971
	Iteration 23Q: 3 clusters Score -210441.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -210444.625000 Penalty: 2425.219971
	Iteration 24Q: 3 clusters Score -210444.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -210448.390625 Penalty: 2425.219971
	Iteration 25Q: 3 clusters Score -210448.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -210450.765625 Penalty: 2425.219971
	Iteration 26Q: 3 clusters Score -210450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -210453.000000 Penalty: 2425.219971
	Iteration 27Q: 3 clusters Score -210453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -210455.328125 Penalty: 2425.219971
	Iteration 28Q: 3 clusters Score -210455.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -210455.781250 Penalty: 2425.219971
	Iteration 29Q: 3 clusters Score -210455.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -210457.390625 Penalty: 2425.219971
	Iteration 30Q: 3 clusters Score -210457.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -210457.593750 Penalty: 2425.219971
	Iteration 31Q: 3 clusters Score -210457.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -210457.593750 Penalty: 2425.219971
	Iteration 32F: 3 clusters Score -210457.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Entering Unmasked Estep 
Score: -790253.625000 Penalty: 1413.589844
	Iteration 0F: 2 clusters Score -790253.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -785667.125000 Penalty: 2827.179688
	Iteration 0F: 3 clusters Score -785667.1 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -787130.125000 Penalty: 2827.179688
	Iteration 1F: 3 clusters Score -787130.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -787378.687500 Penalty: 2827.179688
	Iteration 2F: 3 clusters Score -787378.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -787593.625000 Penalty: 2827.179688
	Iteration 3F: 3 clusters Score -787593.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -787872.500000 Penalty: 2827.179688
	Iteration 4Q: 3 clusters Score -787872.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -788258.000000 Penalty: 2827.179688
	Iteration 5F: 3 clusters Score -788258 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -788676.062500 Penalty: 2827.179688
	Iteration 6F: 3 clusters Score -788676.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -789051.812500 Penalty: 2827.179688
	Iteration 7F: 3 clusters Score -789051.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -789373.125000 Penalty: 2827.179688
	Iteration 8F: 3 clusters Score -789373.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -789638.687500 Penalty: 2827.179688
	Iteration 9F: 3 clusters Score -789638.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -789850.937500 Penalty: 2827.179688
	Iteration 10Q: 3 clusters Score -789850.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -790003.250000 Penalty: 2827.179688
	Iteration 11Q: 3 clusters Score -790003.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -790116.250000 Penalty: 2827.179688
	Iteration 12Q: 3 clusters Score -790116.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -790186.437500 Penalty: 2827.179688
	Iteration 13Q: 3 clusters Score -790186.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -790215.125000 Penalty: 2827.179688
	Iteration 14Q: 3 clusters Score -790215.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -790233.562500 Penalty: 2827.179688
	Iteration 15Q: 3 clusters Score -790233.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -790241.937500 Penalty: 2827.179688
	Iteration 16Q: 3 clusters Score -790241.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -790253.250000 Penalty: 2827.179688
	Iteration 17Q: 3 clusters Score -790253.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -790261.875000 Penalty: 2827.179688
	Iteration 18Q: 3 clusters Score -790261.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -790266.187500 Penalty: 2827.179688
	Iteration 19Q: 3 clusters Score -790266.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -790269.125000 Penalty: 2827.179688
	Iteration 20F: 3 clusters Score -790269.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -790274.937500 Penalty: 2827.179688
	Iteration 21Q: 3 clusters Score -790274.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -790274.375000 Penalty: 2827.179688
	Iteration 22Q: 3 clusters Score -790274.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -790278.375000 Penalty: 2827.179688
	Iteration 23Q: 3 clusters Score -790278.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -790282.750000 Penalty: 2827.179688
	Iteration 24Q: 3 clusters Score -790282.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -790283.812500 Penalty: 2827.179688
	Iteration 25Q: 3 clusters Score -790283.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -790284.750000 Penalty: 2827.179688
	Iteration 26Q: 3 clusters Score -790284.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -790287.375000 Penalty: 2827.179688
	Iteration 27Q: 3 clusters Score -790287.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -790287.937500 Penalty: 2827.179688
	Iteration 28Q: 3 clusters Score -790287.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -790288.937500 Penalty: 2827.179688
	Iteration 29Q: 3 clusters Score -790288.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -790288.937500 Penalty: 2827.179688
	Iteration 30F: 3 clusters Score -790288.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 20096 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 915 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 14882 members 
Mstep: Class 31 contains 15285 members 
Mstep: Class 32 contains 2690 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 3473 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 18252 members 
Mstep: Class 40 contains 19287 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 14384 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22682 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 20515 members 
Mstep: Class 67 contains 2054 members 
Mstep: Class 68 contains 9402 members 
Mstep: Class 69 contains 605 members 
Mstep: Class 70 contains 23218 members 
Mstep: Class 71 contains 22720 members 
Mstep: Class 72 contains 1730 members 
Mstep: Class 73 contains 2524 members 
Entering Unmasked Estep 
Score: -85867888.000000 Penalty: 157853.421875
Splitting cluster 37 changes total score from -85850720.000000 to -85867888.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 38 (6719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Entering Unmasked Estep 
Score: -863228.937500 Penalty: 1432.062866
	Iteration 0F: 2 clusters Score -863228.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -858138.687500 Penalty: 2864.125732
	Iteration 0F: 3 clusters Score -858138.7 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -859735.375000 Penalty: 2864.125732
	Iteration 1F: 3 clusters Score -859735.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -860009.062500 Penalty: 2864.125732
	Iteration 2F: 3 clusters Score -860009.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -860240.937500 Penalty: 2864.125732
	Iteration 3F: 3 clusters Score -860240.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -860488.250000 Penalty: 2864.125732
	Iteration 4F: 3 clusters Score -860488.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -860765.000000 Penalty: 2864.125732
	Iteration 5F: 3 clusters Score -860765 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -861120.250000 Penalty: 2864.125732
	Iteration 6F: 3 clusters Score -861120.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -861454.687500 Penalty: 2864.125732
	Iteration 7F: 3 clusters Score -861454.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -861707.687500 Penalty: 2864.125732
	Iteration 8Q: 3 clusters Score -861707.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -861882.812500 Penalty: 2864.125732
	Iteration 9Q: 3 clusters Score -861882.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -862032.562500 Penalty: 2864.125732
	Iteration 10Q: 3 clusters Score -862032.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -862204.000000 Penalty: 2864.125732
	Iteration 11Q: 3 clusters Score -862204 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -862347.875000 Penalty: 2864.125732
	Iteration 12Q: 3 clusters Score -862347.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -862498.500000 Penalty: 2864.125732
	Iteration 13Q: 3 clusters Score -862498.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -862688.375000 Penalty: 2864.125732
	Iteration 14Q: 3 clusters Score -862688.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -862818.187500 Penalty: 2864.125732
	Iteration 15Q: 3 clusters Score -862818.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -862894.937500 Penalty: 2864.125732
	Iteration 16Q: 3 clusters Score -862894.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -862950.625000 Penalty: 2864.125732
	Iteration 17Q: 3 clusters Score -862950.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -862988.000000 Penalty: 2864.125732
	Iteration 18Q: 3 clusters Score -862988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -863016.937500 Penalty: 2864.125732
	Iteration 19Q: 3 clusters Score -863016.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -863047.812500 Penalty: 2864.125732
	Iteration 20F: 3 clusters Score -863047.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -863065.562500 Penalty: 2864.125732
	Iteration 21Q: 3 clusters Score -863065.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -863085.125000 Penalty: 2864.125732
	Iteration 22Q: 3 clusters Score -863085.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -863100.437500 Penalty: 2864.125732
	Iteration 23Q: 3 clusters Score -863100.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -863115.312500 Penalty: 2864.125732
	Iteration 24Q: 3 clusters Score -863115.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -863133.437500 Penalty: 2864.125732
	Iteration 25Q: 3 clusters Score -863133.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -863149.937500 Penalty: 2864.125732
	Iteration 26Q: 3 clusters Score -863149.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -863162.625000 Penalty: 2864.125732
	Iteration 27Q: 3 clusters Score -863162.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -863177.187500 Penalty: 2864.125732
	Iteration 28Q: 3 clusters Score -863177.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -863187.500000 Penalty: 2864.125732
	Iteration 29Q: 3 clusters Score -863187.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -863197.187500 Penalty: 2864.125732
	Iteration 30Q: 3 clusters Score -863197.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -863208.500000 Penalty: 2864.125732
	Iteration 31Q: 3 clusters Score -863208.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -863221.875000 Penalty: 2864.125732
	Iteration 32Q: 3 clusters Score -863221.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -863231.937500 Penalty: 2864.125732
	Iteration 33Q: 3 clusters Score -863231.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -863232.750000 Penalty: 2864.125732
	Iteration 34Q: 3 clusters Score -863232.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -863235.312500 Penalty: 2864.125732
	Iteration 35Q: 3 clusters Score -863235.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -863239.187500 Penalty: 2864.125732
	Iteration 36Q: 3 clusters Score -863239.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -863240.687500 Penalty: 2864.125732
	Iteration 37Q: 3 clusters Score -863240.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -863239.437500 Penalty: 2864.125732
	Iteration 38Q: 3 clusters Score -863239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -863242.187500 Penalty: 2864.125732
	Iteration 39Q: 3 clusters Score -863242.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -863241.375000 Penalty: 2864.125732
	Iteration 40F: 3 clusters Score -863241.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -863241.562500 Penalty: 2864.125732
	Iteration 41Q: 3 clusters Score -863241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -863244.375000 Penalty: 2864.125732
	Iteration 42Q: 3 clusters Score -863244.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -863244.125000 Penalty: 2864.125732
	Iteration 43Q: 3 clusters Score -863244.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -863243.250000 Penalty: 2864.125732
	Iteration 44Q: 3 clusters Score -863243.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -863244.375000 Penalty: 2864.125732
	Iteration 45Q: 3 clusters Score -863244.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -863245.937500 Penalty: 2864.125732
	Iteration 46Q: 3 clusters Score -863245.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -863248.062500 Penalty: 2864.125732
	Iteration 47Q: 3 clusters Score -863248.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -863248.125000 Penalty: 2864.125732
	Iteration 48Q: 3 clusters Score -863248.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -863248.125000 Penalty: 2864.125732
	Iteration 49F: 3 clusters Score -863248.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 20096 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 915 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 14882 members 
Mstep: Class 31 contains 15285 members 
Mstep: Class 32 contains 2690 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 3473 members 
Mstep: Class 38 contains 3266 members 
Mstep: Class 39 contains 18252 members 
Mstep: Class 40 contains 19287 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 14384 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22682 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 20515 members 
Mstep: Class 67 contains 2054 members 
Mstep: Class 68 contains 9402 members 
Mstep: Class 69 contains 605 members 
Mstep: Class 70 contains 23218 members 
Mstep: Class 71 contains 22720 members 
Mstep: Class 72 contains 1730 members 
Mstep: Class 73 contains 2524 members 
Mstep: Class 74 contains 3453 members 
Entering Unmasked Estep 
Score: -85866968.000000 Penalty: 160015.812500
Splitting cluster 38 changes total score from -85850720.000000 to -85866968.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 39 (18252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Entering Unmasked Estep 
Score: -2766737.750000 Penalty: 1594.454834
	Iteration 0F: 2 clusters Score -2766738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2755170.250000 Penalty: 3188.909668
	Iteration 0F: 3 clusters Score -2755170 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2759618.250000 Penalty: 3188.909668
	Iteration 1F: 3 clusters Score -2759618 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2760174.750000 Penalty: 3188.909668
	Iteration 2F: 3 clusters Score -2760175 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2760755.000000 Penalty: 3188.909668
	Iteration 3F: 3 clusters Score -2760755 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2761372.250000 Penalty: 3188.909668
	Iteration 4F: 3 clusters Score -2761372 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2761962.500000 Penalty: 3188.909668
	Iteration 5F: 3 clusters Score -2761962 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2762465.250000 Penalty: 3188.909668
	Iteration 6F: 3 clusters Score -2762465 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2762896.500000 Penalty: 3188.909668
	Iteration 7Q: 3 clusters Score -2762896 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2763221.750000 Penalty: 3188.909668
	Iteration 8Q: 3 clusters Score -2763222 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2763522.250000 Penalty: 3188.909668
	Iteration 9Q: 3 clusters Score -2763522 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2763741.250000 Penalty: 3188.909668
	Iteration 10Q: 3 clusters Score -2763741 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2763878.000000 Penalty: 3188.909668
	Iteration 11Q: 3 clusters Score -2763878 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2763956.500000 Penalty: 3188.909668
	Iteration 12Q: 3 clusters Score -2763956 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2764007.250000 Penalty: 3188.909668
	Iteration 13Q: 3 clusters Score -2764007 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2764015.750000 Penalty: 3188.909668
	Iteration 14Q: 3 clusters Score -2764016 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2764045.500000 Penalty: 3188.909668
	Iteration 15Q: 3 clusters Score -2764046 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2764052.250000 Penalty: 3188.909668
	Iteration 16Q: 3 clusters Score -2764052 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2764075.500000 Penalty: 3188.909668
	Iteration 17Q: 3 clusters Score -2764076 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2764111.500000 Penalty: 3188.909668
	Iteration 18Q: 3 clusters Score -2764112 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2764146.000000 Penalty: 3188.909668
	Iteration 19Q: 3 clusters Score -2764146 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2764181.500000 Penalty: 3188.909668
	Iteration 20F: 3 clusters Score -2764182 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2764220.000000 Penalty: 3188.909668
	Iteration 21Q: 3 clusters Score -2764220 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2764273.500000 Penalty: 3188.909668
	Iteration 22Q: 3 clusters Score -2764274 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2764328.750000 Penalty: 3188.909668
	Iteration 23Q: 3 clusters Score -2764329 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2764410.500000 Penalty: 3188.909668
	Iteration 24Q: 3 clusters Score -2764410 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2764531.500000 Penalty: 3188.909668
	Iteration 25Q: 3 clusters Score -2764532 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2764686.000000 Penalty: 3188.909668
	Iteration 26Q: 3 clusters Score -2764686 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2764883.750000 Penalty: 3188.909668
	Iteration 27Q: 3 clusters Score -2764884 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2765165.250000 Penalty: 3188.909668
	Iteration 28Q: 3 clusters Score -2765165 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2765489.750000 Penalty: 3188.909668
	Iteration 29Q: 3 clusters Score -2765490 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2765817.750000 Penalty: 3188.909668
	Iteration 30Q: 3 clusters Score -2765818 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2766113.250000 Penalty: 3188.909668
	Iteration 31Q: 3 clusters Score -2766113 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2766353.750000 Penalty: 3188.909668
	Iteration 32Q: 3 clusters Score -2766354 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2766508.750000 Penalty: 3188.909668
	Iteration 33Q: 3 clusters Score -2766509 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2766628.000000 Penalty: 3188.909668
	Iteration 34Q: 3 clusters Score -2766628 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2766705.000000 Penalty: 3188.909668
	Iteration 35Q: 3 clusters Score -2766705 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2766785.750000 Penalty: 3188.909668
	Iteration 36Q: 3 clusters Score -2766786 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2766840.750000 Penalty: 3188.909668
	Iteration 37Q: 3 clusters Score -2766841 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2766887.000000 Penalty: 3188.909668
	Iteration 38Q: 3 clusters Score -2766887 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2766907.500000 Penalty: 3188.909668
	Iteration 39Q: 3 clusters Score -2766908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2767242.500000 Penalty: 3188.909668
	Iteration 40F: 3 clusters Score -2767242 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2767617.500000 Penalty: 3188.909668
	Iteration 41Q: 3 clusters Score -2767618 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2767912.500000 Penalty: 3188.909668
	Iteration 42Q: 3 clusters Score -2767912 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2767997.500000 Penalty: 3188.909668
	Iteration 43Q: 3 clusters Score -2767998 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2768021.000000 Penalty: 3188.909668
	Iteration 44Q: 3 clusters Score -2768021 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2768036.250000 Penalty: 3188.909668
	Iteration 45Q: 3 clusters Score -2768036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2768037.000000 Penalty: 3188.909668
	Iteration 46Q: 3 clusters Score -2768037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2768031.750000 Penalty: 3188.909668
	Iteration 47Q: 3 clusters Score -2768032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2768036.750000 Penalty: 3188.909668
	Iteration 48Q: 3 clusters Score -2768037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2768033.000000 Penalty: 3188.909668
	Iteration 49Q: 3 clusters Score -2768033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2768032.000000 Penalty: 3188.909668
	Iteration 50Q: 3 clusters Score -2768032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2768032.000000 Penalty: 3188.909668
	Iteration 51Q: 3 clusters Score -2768032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2768034.000000 Penalty: 3188.909668
	Iteration 52Q: 3 clusters Score -2768034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2768033.500000 Penalty: 3188.909668
	Iteration 53Q: 3 clusters Score -2768034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2768032.000000 Penalty: 3188.909668
	Iteration 54Q: 3 clusters Score -2768032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2768028.000000 Penalty: 3188.909668
	Iteration 55Q: 3 clusters Score -2768028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2768031.500000 Penalty: 3188.909668
	Iteration 56Q: 3 clusters Score -2768032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2768033.250000 Penalty: 3188.909668
	Iteration 57Q: 3 clusters Score -2768033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2768029.500000 Penalty: 3188.909668
	Iteration 58Q: 3 clusters Score -2768030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2768030.750000 Penalty: 3188.909668
	Iteration 59Q: 3 clusters Score -2768031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2768030.000000 Penalty: 3188.909668
	Iteration 60F: 3 clusters Score -2768030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 20096 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 915 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 14882 members 
Mstep: Class 31 contains 15285 members 
Mstep: Class 32 contains 2690 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 3473 members 
Mstep: Class 38 contains 3266 members 
Mstep: Class 39 contains 14455 members 
Mstep: Class 40 contains 19287 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 14384 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22682 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 20515 members 
Mstep: Class 67 contains 2054 members 
Mstep: Class 68 contains 9402 members 
Mstep: Class 69 contains 605 members 
Mstep: Class 70 contains 23218 members 
Mstep: Class 71 contains 22720 members 
Mstep: Class 72 contains 1730 members 
Mstep: Class 73 contains 2524 members 
Mstep: Class 74 contains 3453 members 
Mstep: Class 75 contains 3797 members 
Entering Unmasked Estep 
Score: -85867536.000000 Penalty: 162178.187500
Splitting cluster 39 changes total score from -85850720.000000 to -85867536.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 40 (19287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Entering Unmasked Estep 
Score: -2877017.250000 Penalty: 1603.417847
	Iteration 0F: 2 clusters Score -2877017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2864446.000000 Penalty: 3206.835693
	Iteration 0F: 3 clusters Score -2864446 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2869305.750000 Penalty: 3206.835693
	Iteration 1F: 3 clusters Score -2869306 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2869856.000000 Penalty: 3206.835693
	Iteration 2F: 3 clusters Score -2869856 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2870532.000000 Penalty: 3206.835693
	Iteration 3F: 3 clusters Score -2870532 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2871503.500000 Penalty: 3206.835693
	Iteration 4F: 3 clusters Score -2871504 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2872824.000000 Penalty: 3206.835693
	Iteration 5F: 3 clusters Score -2872824 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2874333.750000 Penalty: 3206.835693
	Iteration 6F: 3 clusters Score -2874334 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2875527.500000 Penalty: 3206.835693
	Iteration 7F: 3 clusters Score -2875528 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2876263.000000 Penalty: 3206.835693
	Iteration 8Q: 3 clusters Score -2876263 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2876669.750000 Penalty: 3206.835693
	Iteration 9Q: 3 clusters Score -2876670 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2876882.500000 Penalty: 3206.835693
	Iteration 10Q: 3 clusters Score -2876882 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2877015.750000 Penalty: 3206.835693
	Iteration 11Q: 3 clusters Score -2877016 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2877092.000000 Penalty: 3206.835693
	Iteration 12Q: 3 clusters Score -2877092 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2877128.250000 Penalty: 3206.835693
	Iteration 13Q: 3 clusters Score -2877128 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2877167.000000 Penalty: 3206.835693
	Iteration 14Q: 3 clusters Score -2877167 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2877185.750000 Penalty: 3206.835693
	Iteration 15Q: 3 clusters Score -2877186 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2877201.000000 Penalty: 3206.835693
	Iteration 16Q: 3 clusters Score -2877201 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2877218.250000 Penalty: 3206.835693
	Iteration 17Q: 3 clusters Score -2877218 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2877227.500000 Penalty: 3206.835693
	Iteration 18Q: 3 clusters Score -2877228 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2877231.750000 Penalty: 3206.835693
	Iteration 19Q: 3 clusters Score -2877232 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2877246.000000 Penalty: 3206.835693
	Iteration 20F: 3 clusters Score -2877246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2877251.500000 Penalty: 3206.835693
	Iteration 21Q: 3 clusters Score -2877252 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2877254.750000 Penalty: 3206.835693
	Iteration 22Q: 3 clusters Score -2877255 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2877257.750000 Penalty: 3206.835693
	Iteration 23Q: 3 clusters Score -2877258 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2877263.750000 Penalty: 3206.835693
	Iteration 24Q: 3 clusters Score -2877264 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2877274.000000 Penalty: 3206.835693
	Iteration 25Q: 3 clusters Score -2877274 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -2877282.000000 Penalty: 3206.835693
	Iteration 26Q: 3 clusters Score -2877282 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2877286.500000 Penalty: 3206.835693
	Iteration 27Q: 3 clusters Score -2877286 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2877294.500000 Penalty: 3206.835693
	Iteration 28Q: 3 clusters Score -2877294 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2877308.250000 Penalty: 3206.835693
	Iteration 29Q: 3 clusters Score -2877308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2877325.500000 Penalty: 3206.835693
	Iteration 30Q: 3 clusters Score -2877326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2877317.750000 Penalty: 3206.835693
	Iteration 31Q: 3 clusters Score -2877318 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2877323.750000 Penalty: 3206.835693
	Iteration 32Q: 3 clusters Score -2877324 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2877325.250000 Penalty: 3206.835693
	Iteration 33Q: 3 clusters Score -2877325 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2877331.250000 Penalty: 3206.835693
	Iteration 34Q: 3 clusters Score -2877331 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2877332.000000 Penalty: 3206.835693
	Iteration 35Q: 3 clusters Score -2877332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2877353.500000 Penalty: 3206.835693
	Iteration 36Q: 3 clusters Score -2877354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2877358.250000 Penalty: 3206.835693
	Iteration 37Q: 3 clusters Score -2877358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2877352.750000 Penalty: 3206.835693
	Iteration 38Q: 3 clusters Score -2877353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2877356.250000 Penalty: 3206.835693
	Iteration 39Q: 3 clusters Score -2877356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2877353.000000 Penalty: 3206.835693
	Iteration 40F: 3 clusters Score -2877353 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2877351.500000 Penalty: 3206.835693
	Iteration 41Q: 3 clusters Score -2877352 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2877363.000000 Penalty: 3206.835693
	Iteration 42Q: 3 clusters Score -2877363 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2877376.250000 Penalty: 3206.835693
	Iteration 43Q: 3 clusters Score -2877376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2877379.000000 Penalty: 3206.835693
	Iteration 44Q: 3 clusters Score -2877379 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2877376.750000 Penalty: 3206.835693
	Iteration 45Q: 3 clusters Score -2877377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2877382.000000 Penalty: 3206.835693
	Iteration 46Q: 3 clusters Score -2877382 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2877387.250000 Penalty: 3206.835693
	Iteration 47Q: 3 clusters Score -2877387 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2877396.000000 Penalty: 3206.835693
	Iteration 48Q: 3 clusters Score -2877396 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2877391.250000 Penalty: 3206.835693
	Iteration 49Q: 3 clusters Score -2877391 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2877402.000000 Penalty: 3206.835693
	Iteration 50Q: 3 clusters Score -2877402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2877400.500000 Penalty: 3206.835693
	Iteration 51Q: 3 clusters Score -2877400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2877404.500000 Penalty: 3206.835693
	Iteration 52Q: 3 clusters Score -2877404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2877408.250000 Penalty: 3206.835693
	Iteration 53Q: 3 clusters Score -2877408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2877405.750000 Penalty: 3206.835693
	Iteration 54Q: 3 clusters Score -2877406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2877403.000000 Penalty: 3206.835693
	Iteration 55Q: 3 clusters Score -2877403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2877402.500000 Penalty: 3206.835693
	Iteration 56Q: 3 clusters Score -2877402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2877411.250000 Penalty: 3206.835693
	Iteration 57Q: 3 clusters Score -2877411 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2877407.750000 Penalty: 3206.835693
	Iteration 58Q: 3 clusters Score -2877408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2877417.500000 Penalty: 3206.835693
	Iteration 59Q: 3 clusters Score -2877418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2877415.250000 Penalty: 3206.835693
	Iteration 60F: 3 clusters Score -2877415 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2877416.000000 Penalty: 3206.835693
	Iteration 61Q: 3 clusters Score -2877416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2877428.000000 Penalty: 3206.835693
	Iteration 62Q: 3 clusters Score -2877428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2877421.500000 Penalty: 3206.835693
	Iteration 63Q: 3 clusters Score -2877422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2877427.250000 Penalty: 3206.835693
	Iteration 64Q: 3 clusters Score -2877427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2877430.500000 Penalty: 3206.835693
	Iteration 65Q: 3 clusters Score -2877430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2877433.000000 Penalty: 3206.835693
	Iteration 66Q: 3 clusters Score -2877433 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2877445.250000 Penalty: 3206.835693
	Iteration 67Q: 3 clusters Score -2877445 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2877443.500000 Penalty: 3206.835693
	Iteration 68Q: 3 clusters Score -2877444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2877445.000000 Penalty: 3206.835693
	Iteration 69Q: 3 clusters Score -2877445 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2877458.250000 Penalty: 3206.835693
	Iteration 70Q: 3 clusters Score -2877458 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2877465.250000 Penalty: 3206.835693
	Iteration 71Q: 3 clusters Score -2877465 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2877471.250000 Penalty: 3206.835693
	Iteration 72Q: 3 clusters Score -2877471 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2877469.250000 Penalty: 3206.835693
	Iteration 73Q: 3 clusters Score -2877469 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2877473.500000 Penalty: 3206.835693
	Iteration 74Q: 3 clusters Score -2877474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2877472.750000 Penalty: 3206.835693
	Iteration 75Q: 3 clusters Score -2877473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2877472.250000 Penalty: 3206.835693
	Iteration 76Q: 3 clusters Score -2877472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2877477.000000 Penalty: 3206.835693
	Iteration 77Q: 3 clusters Score -2877477 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2877481.500000 Penalty: 3206.835693
	Iteration 78Q: 3 clusters Score -2877482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2877487.750000 Penalty: 3206.835693
	Iteration 79Q: 3 clusters Score -2877488 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2877490.000000 Penalty: 3206.835693
	Iteration 80F: 3 clusters Score -2877490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2877492.250000 Penalty: 3206.835693
	Iteration 81Q: 3 clusters Score -2877492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2877493.750000 Penalty: 3206.835693
	Iteration 82Q: 3 clusters Score -2877494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2877485.500000 Penalty: 3206.835693
	Iteration 83Q: 3 clusters Score -2877486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2877488.250000 Penalty: 3206.835693
	Iteration 84Q: 3 clusters Score -2877488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2877493.500000 Penalty: 3206.835693
	Iteration 85Q: 3 clusters Score -2877494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2877496.000000 Penalty: 3206.835693
	Iteration 86Q: 3 clusters Score -2877496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2877491.500000 Penalty: 3206.835693
	Iteration 87Q: 3 clusters Score -2877492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2877489.500000 Penalty: 3206.835693
	Iteration 88Q: 3 clusters Score -2877490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2877498.000000 Penalty: 3206.835693
	Iteration 89Q: 3 clusters Score -2877498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2877499.000000 Penalty: 3206.835693
	Iteration 90Q: 3 clusters Score -2877499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2877499.000000 Penalty: 3206.835693
	Iteration 91Q: 3 clusters Score -2877499 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2877505.750000 Penalty: 3206.835693
	Iteration 92Q: 3 clusters Score -2877506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2877506.250000 Penalty: 3206.835693
	Iteration 93Q: 3 clusters Score -2877506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2877513.000000 Penalty: 3206.835693
	Iteration 94Q: 3 clusters Score -2877513 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2877516.000000 Penalty: 3206.835693
	Iteration 95Q: 3 clusters Score -2877516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2877524.750000 Penalty: 3206.835693
	Iteration 96Q: 3 clusters Score -2877525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2877525.500000 Penalty: 3206.835693
	Iteration 97Q: 3 clusters Score -2877526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2877521.500000 Penalty: 3206.835693
	Iteration 98Q: 3 clusters Score -2877522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2877520.250000 Penalty: 3206.835693
	Iteration 99Q: 3 clusters Score -2877520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2877522.500000 Penalty: 3206.835693
	Iteration 100F: 3 clusters Score -2877522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2877518.500000 Penalty: 3206.835693
	Iteration 101Q: 3 clusters Score -2877518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2877519.750000 Penalty: 3206.835693
	Iteration 102Q: 3 clusters Score -2877520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2877522.000000 Penalty: 3206.835693
	Iteration 103Q: 3 clusters Score -2877522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2877522.000000 Penalty: 3206.835693
	Iteration 104Q: 3 clusters Score -2877522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2877521.250000 Penalty: 3206.835693
	Iteration 105Q: 3 clusters Score -2877521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2877521.250000 Penalty: 3206.835693
	Iteration 106Q: 3 clusters Score -2877521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2877523.500000 Penalty: 3206.835693
	Iteration 107Q: 3 clusters Score -2877524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2877522.500000 Penalty: 3206.835693
	Iteration 108Q: 3 clusters Score -2877522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2877522.500000 Penalty: 3206.835693
	Iteration 109F: 3 clusters Score -2877522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 20096 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 915 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 14882 members 
Mstep: Class 31 contains 15285 members 
Mstep: Class 32 contains 2690 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 3473 members 
Mstep: Class 38 contains 3266 members 
Mstep: Class 39 contains 14455 members 
Mstep: Class 40 contains 8928 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 2241 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 14384 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22682 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 20515 members 
Mstep: Class 67 contains 2054 members 
Mstep: Class 68 contains 9402 members 
Mstep: Class 69 contains 605 members 
Mstep: Class 70 contains 23218 members 
Mstep: Class 71 contains 22720 members 
Mstep: Class 72 contains 1730 members 
Mstep: Class 73 contains 2524 members 
Mstep: Class 74 contains 3453 members 
Mstep: Class 75 contains 3797 members 
Mstep: Class 76 contains 10359 members 
Entering Unmasked Estep 
Score: -85867728.000000 Penalty: 164340.562500
Splitting cluster 40 changes total score from -85850720.000000 to -85867728.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 41 (6887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Entering Unmasked Estep 
Score: -993832.312500 Penalty: 1436.076050
	Iteration 0F: 2 clusters Score -993832.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -988648.875000 Penalty: 2872.152100
	Iteration 0F: 3 clusters Score -988648.9 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -990254.125000 Penalty: 2872.152100
	Iteration 1F: 3 clusters Score -990254.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -990546.625000 Penalty: 2872.152100
	Iteration 2F: 3 clusters Score -990546.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -990768.687500 Penalty: 2872.152100
	Iteration 3F: 3 clusters Score -990768.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -990915.437500 Penalty: 2872.152100
	Iteration 4Q: 3 clusters Score -990915.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -991013.687500 Penalty: 2872.152100
	Iteration 5Q: 3 clusters Score -991013.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -991088.812500 Penalty: 2872.152100
	Iteration 6Q: 3 clusters Score -991088.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -991157.812500 Penalty: 2872.152100
	Iteration 7Q: 3 clusters Score -991157.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -991224.187500 Penalty: 2872.152100
	Iteration 8Q: 3 clusters Score -991224.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -991284.750000 Penalty: 2872.152100
	Iteration 9Q: 3 clusters Score -991284.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -991338.312500 Penalty: 2872.152100
	Iteration 10Q: 3 clusters Score -991338.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -991395.125000 Penalty: 2872.152100
	Iteration 11Q: 3 clusters Score -991395.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -991440.125000 Penalty: 2872.152100
	Iteration 12Q: 3 clusters Score -991440.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -991478.187500 Penalty: 2872.152100
	Iteration 13Q: 3 clusters Score -991478.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -991508.687500 Penalty: 2872.152100
	Iteration 14Q: 3 clusters Score -991508.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -991549.062500 Penalty: 2872.152100
	Iteration 15Q: 3 clusters Score -991549.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -991586.562500 Penalty: 2872.152100
	Iteration 16Q: 3 clusters Score -991586.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -991617.875000 Penalty: 2872.152100
	Iteration 17Q: 3 clusters Score -991617.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -991650.500000 Penalty: 2872.152100
	Iteration 18Q: 3 clusters Score -991650.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -991679.750000 Penalty: 2872.152100
	Iteration 19Q: 3 clusters Score -991679.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -991700.812500 Penalty: 2872.152100
	Iteration 20F: 3 clusters Score -991700.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -991722.562500 Penalty: 2872.152100
	Iteration 21Q: 3 clusters Score -991722.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -991746.375000 Penalty: 2872.152100
	Iteration 22Q: 3 clusters Score -991746.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -991769.562500 Penalty: 2872.152100
	Iteration 23Q: 3 clusters Score -991769.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -991797.812500 Penalty: 2872.152100
	Iteration 24Q: 3 clusters Score -991797.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -991830.375000 Penalty: 2872.152100
	Iteration 25Q: 3 clusters Score -991830.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -991862.375000 Penalty: 2872.152100
	Iteration 26Q: 3 clusters Score -991862.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -991894.625000 Penalty: 2872.152100
	Iteration 27Q: 3 clusters Score -991894.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -991928.937500 Penalty: 2872.152100
	Iteration 28Q: 3 clusters Score -991928.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -991967.875000 Penalty: 2872.152100
	Iteration 29Q: 3 clusters Score -991967.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -992016.875000 Penalty: 2872.152100
	Iteration 30Q: 3 clusters Score -992016.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -992055.625000 Penalty: 2872.152100
	Iteration 31Q: 3 clusters Score -992055.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -992087.812500 Penalty: 2872.152100
	Iteration 32Q: 3 clusters Score -992087.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -992121.750000 Penalty: 2872.152100
	Iteration 33Q: 3 clusters Score -992121.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -992156.437500 Penalty: 2872.152100
	Iteration 34Q: 3 clusters Score -992156.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -992184.312500 Penalty: 2872.152100
	Iteration 35Q: 3 clusters Score -992184.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -992212.812500 Penalty: 2872.152100
	Iteration 36Q: 3 clusters Score -992212.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -992236.750000 Penalty: 2872.152100
	Iteration 37Q: 3 clusters Score -992236.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -992269.375000 Penalty: 2872.152100
	Iteration 38Q: 3 clusters Score -992269.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -992303.125000 Penalty: 2872.152100
	Iteration 39Q: 3 clusters Score -992303.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -992331.625000 Penalty: 2872.152100
	Iteration 40F: 3 clusters Score -992331.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -992365.625000 Penalty: 2872.152100
	Iteration 41Q: 3 clusters Score -992365.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -992387.875000 Penalty: 2872.152100
	Iteration 42Q: 3 clusters Score -992387.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -992409.500000 Penalty: 2872.152100
	Iteration 43Q: 3 clusters Score -992409.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -992426.187500 Penalty: 2872.152100
	Iteration 44Q: 3 clusters Score -992426.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -992448.687500 Penalty: 2872.152100
	Iteration 45Q: 3 clusters Score -992448.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -992469.625000 Penalty: 2872.152100
	Iteration 46Q: 3 clusters Score -992469.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -992492.250000 Penalty: 2872.152100
	Iteration 47Q: 3 clusters Score -992492.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -992511.500000 Penalty: 2872.152100
	Iteration 48Q: 3 clusters Score -992511.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -992529.125000 Penalty: 2872.152100
	Iteration 49Q: 3 clusters Score -992529.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -992538.937500 Penalty: 2872.152100
	Iteration 50Q: 3 clusters Score -992538.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -992548.437500 Penalty: 2872.152100
	Iteration 51Q: 3 clusters Score -992548.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -992556.125000 Penalty: 2872.152100
	Iteration 52Q: 3 clusters Score -992556.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -992564.250000 Penalty: 2872.152100
	Iteration 53Q: 3 clusters Score -992564.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -992566.250000 Penalty: 2872.152100
	Iteration 54Q: 3 clusters Score -992566.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -992569.250000 Penalty: 2872.152100
	Iteration 55Q: 3 clusters Score -992569.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -992571.125000 Penalty: 2872.152100
	Iteration 56Q: 3 clusters Score -992571.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -992573.125000 Penalty: 2872.152100
	Iteration 57Q: 3 clusters Score -992573.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -992575.500000 Penalty: 2872.152100
	Iteration 58Q: 3 clusters Score -992575.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -992574.562500 Penalty: 2872.152100
	Iteration 59Q: 3 clusters Score -992574.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -992575.312500 Penalty: 2872.152100
	Iteration 60F: 3 clusters Score -992575.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -992577.375000 Penalty: 2872.152100
	Iteration 61Q: 3 clusters Score -992577.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -992577.625000 Penalty: 2872.152100
	Iteration 62Q: 3 clusters Score -992577.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -992577.625000 Penalty: 2872.152100
	Iteration 63F: 3 clusters Score -992577.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Entering Unmasked Estep 
Score: -555292.687500 Penalty: 1345.739136
	Iteration 0F: 2 clusters Score -555292.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -551971.375000 Penalty: 2691.478271
	Iteration 0F: 3 clusters Score -551971.4 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -552905.250000 Penalty: 2691.478271
	Iteration 1F: 3 clusters Score -552905.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -553082.937500 Penalty: 2691.478271
	Iteration 2F: 3 clusters Score -553082.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -553231.250000 Penalty: 2691.478271
	Iteration 3F: 3 clusters Score -553231.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -553347.187500 Penalty: 2691.478271
	Iteration 4Q: 3 clusters Score -553347.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -553440.687500 Penalty: 2691.478271
	Iteration 5Q: 3 clusters Score -553440.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -553531.187500 Penalty: 2691.478271
	Iteration 6Q: 3 clusters Score -553531.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -553630.500000 Penalty: 2691.478271
	Iteration 7Q: 3 clusters Score -553630.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -553732.437500 Penalty: 2691.478271
	Iteration 8Q: 3 clusters Score -553732.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -553819.312500 Penalty: 2691.478271
	Iteration 9Q: 3 clusters Score -553819.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -553900.250000 Penalty: 2691.478271
	Iteration 10Q: 3 clusters Score -553900.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -553961.812500 Penalty: 2691.478271
	Iteration 11Q: 3 clusters Score -553961.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -554020.375000 Penalty: 2691.478271
	Iteration 12Q: 3 clusters Score -554020.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -554077.812500 Penalty: 2691.478271
	Iteration 13Q: 3 clusters Score -554077.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -554113.562500 Penalty: 2691.478271
	Iteration 14Q: 3 clusters Score -554113.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -554139.687500 Penalty: 2691.478271
	Iteration 15Q: 3 clusters Score -554139.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -554164.312500 Penalty: 2691.478271
	Iteration 16Q: 3 clusters Score -554164.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -554183.125000 Penalty: 2691.478271
	Iteration 17Q: 3 clusters Score -554183.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -554197.937500 Penalty: 2691.478271
	Iteration 18Q: 3 clusters Score -554197.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -554199.875000 Penalty: 2691.478271
	Iteration 19Q: 3 clusters Score -554199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -554199.875000 Penalty: 2691.478271
	Iteration 20F: 3 clusters Score -554199.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -19954.939453 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -19954.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19353.222656 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -19353.22 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -19568.708984 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -19568.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -19687.519531 Penalty: 1725.187012
	Iteration 2F: 3 clusters Score -19687.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -19763.826172 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -19763.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -19807.978516 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -19807.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -19810.388672 Penalty: 1725.187012
	Iteration 5Q: 3 clusters Score -19810.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -19810.388672 Penalty: 1725.187012
	Iteration 6F: 3 clusters Score -19810.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Entering Unmasked Estep 
Score: -274485.968750 Penalty: 1253.635010
	Iteration 0F: 2 clusters Score -274486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -272261.906250 Penalty: 2507.270020
	Iteration 0F: 3 clusters Score -272261.9 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -272941.125000 Penalty: 2507.270020
	Iteration 1F: 3 clusters Score -272941.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -273166.750000 Penalty: 2507.270020
	Iteration 2F: 3 clusters Score -273166.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -273343.000000 Penalty: 2507.270020
	Iteration 3F: 3 clusters Score -273343 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -273472.687500 Penalty: 2507.270020
	Iteration 4F: 3 clusters Score -273472.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -273597.437500 Penalty: 2507.270020
	Iteration 5Q: 3 clusters Score -273597.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -273785.531250 Penalty: 2507.270020
	Iteration 6Q: 3 clusters Score -273785.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -274020.906250 Penalty: 2507.270020
	Iteration 7F: 3 clusters Score -274020.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -274223.156250 Penalty: 2507.270020
	Iteration 8F: 3 clusters Score -274223.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -274390.437500 Penalty: 2507.270020
	Iteration 9F: 3 clusters Score -274390.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -274519.875000 Penalty: 2507.270020
	Iteration 10Q: 3 clusters Score -274519.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -274583.062500 Penalty: 2507.270020
	Iteration 11Q: 3 clusters Score -274583.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -274610.500000 Penalty: 2507.270020
	Iteration 12Q: 3 clusters Score -274610.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -274628.062500 Penalty: 2507.270020
	Iteration 13Q: 3 clusters Score -274628.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -274640.250000 Penalty: 2507.270020
	Iteration 14Q: 3 clusters Score -274640.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -274647.281250 Penalty: 2507.270020
	Iteration 15Q: 3 clusters Score -274647.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -274652.031250 Penalty: 2507.270020
	Iteration 16Q: 3 clusters Score -274652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -274655.437500 Penalty: 2507.270020
	Iteration 17Q: 3 clusters Score -274655.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -274657.125000 Penalty: 2507.270020
	Iteration 18Q: 3 clusters Score -274657.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -274658.750000 Penalty: 2507.270020
	Iteration 19Q: 3 clusters Score -274658.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -274658.750000 Penalty: 2507.270020
	Iteration 20F: 3 clusters Score -274658.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 20096 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 915 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 14882 members 
Mstep: Class 31 contains 15285 members 
Mstep: Class 32 contains 2690 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 3473 members 
Mstep: Class 38 contains 3266 members 
Mstep: Class 39 contains 14455 members 
Mstep: Class 40 contains 8928 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 14384 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22682 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 20515 members 
Mstep: Class 67 contains 2054 members 
Mstep: Class 68 contains 9402 members 
Mstep: Class 69 contains 605 members 
Mstep: Class 70 contains 23218 members 
Mstep: Class 71 contains 22720 members 
Mstep: Class 72 contains 1730 members 
Mstep: Class 73 contains 2524 members 
Mstep: Class 74 contains 3453 members 
Mstep: Class 75 contains 3797 members 
Mstep: Class 76 contains 10359 members 
Mstep: Class 77 contains 637 members 
Entering Unmasked Estep 
Score: -85867216.000000 Penalty: 166502.937500
Splitting cluster 44 changes total score from -85850720.000000 to -85867216.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 45 (2809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Entering Unmasked Estep 
Score: -371314.968750 Penalty: 1290.344849
	Iteration 0F: 2 clusters Score -371315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -368703.000000 Penalty: 2580.689697
	Iteration 0F: 3 clusters Score -368703 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -369363.593750 Penalty: 2580.689697
	Iteration 1F: 3 clusters Score -369363.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -369596.125000 Penalty: 2580.689697
	Iteration 2F: 3 clusters Score -369596.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -369783.343750 Penalty: 2580.689697
	Iteration 3F: 3 clusters Score -369783.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -369923.031250 Penalty: 2580.689697
	Iteration 4F: 3 clusters Score -369923 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -370035.562500 Penalty: 2580.689697
	Iteration 5Q: 3 clusters Score -370035.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -370099.343750 Penalty: 2580.689697
	Iteration 6Q: 3 clusters Score -370099.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -370145.375000 Penalty: 2580.689697
	Iteration 7Q: 3 clusters Score -370145.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -370173.562500 Penalty: 2580.689697
	Iteration 8Q: 3 clusters Score -370173.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -370195.593750 Penalty: 2580.689697
	Iteration 9Q: 3 clusters Score -370195.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -370208.187500 Penalty: 2580.689697
	Iteration 10Q: 3 clusters Score -370208.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -370218.937500 Penalty: 2580.689697
	Iteration 11Q: 3 clusters Score -370218.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -370224.250000 Penalty: 2580.689697
	Iteration 12Q: 3 clusters Score -370224.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -370229.281250 Penalty: 2580.689697
	Iteration 13Q: 3 clusters Score -370229.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -370236.093750 Penalty: 2580.689697
	Iteration 14Q: 3 clusters Score -370236.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -370242.437500 Penalty: 2580.689697
	Iteration 15Q: 3 clusters Score -370242.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -370251.062500 Penalty: 2580.689697
	Iteration 16Q: 3 clusters Score -370251.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -370259.843750 Penalty: 2580.689697
	Iteration 17Q: 3 clusters Score -370259.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -370266.218750 Penalty: 2580.689697
	Iteration 18Q: 3 clusters Score -370266.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -370271.000000 Penalty: 2580.689697
	Iteration 19Q: 3 clusters Score -370271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -370275.937500 Penalty: 2580.689697
	Iteration 20F: 3 clusters Score -370275.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -370279.218750 Penalty: 2580.689697
	Iteration 21Q: 3 clusters Score -370279.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -370284.312500 Penalty: 2580.689697
	Iteration 22Q: 3 clusters Score -370284.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -370290.250000 Penalty: 2580.689697
	Iteration 23Q: 3 clusters Score -370290.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -370301.593750 Penalty: 2580.689697
	Iteration 24Q: 3 clusters Score -370301.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -370319.218750 Penalty: 2580.689697
	Iteration 25Q: 3 clusters Score -370319.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -370334.875000 Penalty: 2580.689697
	Iteration 26Q: 3 clusters Score -370334.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -370352.937500 Penalty: 2580.689697
	Iteration 27Q: 3 clusters Score -370352.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -370364.312500 Penalty: 2580.689697
	Iteration 28Q: 3 clusters Score -370364.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -370381.906250 Penalty: 2580.689697
	Iteration 29Q: 3 clusters Score -370381.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -370392.625000 Penalty: 2580.689697
	Iteration 30Q: 3 clusters Score -370392.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -370412.156250 Penalty: 2580.689697
	Iteration 31Q: 3 clusters Score -370412.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -370435.906250 Penalty: 2580.689697
	Iteration 32Q: 3 clusters Score -370435.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -370473.312500 Penalty: 2580.689697
	Iteration 33Q: 3 clusters Score -370473.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -370510.718750 Penalty: 2580.689697
	Iteration 34Q: 3 clusters Score -370510.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -370545.656250 Penalty: 2580.689697
	Iteration 35Q: 3 clusters Score -370545.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -370568.968750 Penalty: 2580.689697
	Iteration 36Q: 3 clusters Score -370569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -370586.062500 Penalty: 2580.689697
	Iteration 37Q: 3 clusters Score -370586.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -370598.375000 Penalty: 2580.689697
	Iteration 38Q: 3 clusters Score -370598.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -370607.187500 Penalty: 2580.689697
	Iteration 39Q: 3 clusters Score -370607.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -370631.500000 Penalty: 2580.689697
	Iteration 40F: 3 clusters Score -370631.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -370644.875000 Penalty: 2580.689697
	Iteration 41Q: 3 clusters Score -370644.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -370653.062500 Penalty: 2580.689697
	Iteration 42Q: 3 clusters Score -370653.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -370658.531250 Penalty: 2580.689697
	Iteration 43Q: 3 clusters Score -370658.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -370663.718750 Penalty: 2580.689697
	Iteration 44Q: 3 clusters Score -370663.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -370668.156250 Penalty: 2580.689697
	Iteration 45Q: 3 clusters Score -370668.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -370674.843750 Penalty: 2580.689697
	Iteration 46Q: 3 clusters Score -370674.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -370682.500000 Penalty: 2580.689697
	Iteration 47Q: 3 clusters Score -370682.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -370689.781250 Penalty: 2580.689697
	Iteration 48Q: 3 clusters Score -370689.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -370695.218750 Penalty: 2580.689697
	Iteration 49Q: 3 clusters Score -370695.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -370703.343750 Penalty: 2580.689697
	Iteration 50Q: 3 clusters Score -370703.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -370707.781250 Penalty: 2580.689697
	Iteration 51Q: 3 clusters Score -370707.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -370712.000000 Penalty: 2580.689697
	Iteration 52Q: 3 clusters Score -370712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -370714.156250 Penalty: 2580.689697
	Iteration 53Q: 3 clusters Score -370714.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -370721.031250 Penalty: 2580.689697
	Iteration 54Q: 3 clusters Score -370721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -370730.187500 Penalty: 2580.689697
	Iteration 55Q: 3 clusters Score -370730.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -370735.531250 Penalty: 2580.689697
	Iteration 56Q: 3 clusters Score -370735.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -370741.343750 Penalty: 2580.689697
	Iteration 57Q: 3 clusters Score -370741.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -370745.875000 Penalty: 2580.689697
	Iteration 58Q: 3 clusters Score -370745.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -370749.000000 Penalty: 2580.689697
	Iteration 59Q: 3 clusters Score -370749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -370752.000000 Penalty: 2580.689697
	Iteration 60F: 3 clusters Score -370752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -370754.687500 Penalty: 2580.689697
	Iteration 61Q: 3 clusters Score -370754.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -370755.312500 Penalty: 2580.689697
	Iteration 62Q: 3 clusters Score -370755.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -370757.656250 Penalty: 2580.689697
	Iteration 63Q: 3 clusters Score -370757.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -370759.031250 Penalty: 2580.689697
	Iteration 64Q: 3 clusters Score -370759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -370761.031250 Penalty: 2580.689697
	Iteration 65Q: 3 clusters Score -370761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -370762.687500 Penalty: 2580.689697
	Iteration 66Q: 3 clusters Score -370762.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -370763.156250 Penalty: 2580.689697
	Iteration 67Q: 3 clusters Score -370763.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -370764.406250 Penalty: 2580.689697
	Iteration 68Q: 3 clusters Score -370764.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -370763.812500 Penalty: 2580.689697
	Iteration 69Q: 3 clusters Score -370763.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -370766.218750 Penalty: 2580.689697
	Iteration 70Q: 3 clusters Score -370766.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -370767.875000 Penalty: 2580.689697
	Iteration 71Q: 3 clusters Score -370767.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -370770.531250 Penalty: 2580.689697
	Iteration 72Q: 3 clusters Score -370770.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -370771.531250 Penalty: 2580.689697
	Iteration 73Q: 3 clusters Score -370771.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -370772.593750 Penalty: 2580.689697
	Iteration 74Q: 3 clusters Score -370772.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -370773.468750 Penalty: 2580.689697
	Iteration 75Q: 3 clusters Score -370773.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -370774.718750 Penalty: 2580.689697
	Iteration 76Q: 3 clusters Score -370774.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -370775.531250 Penalty: 2580.689697
	Iteration 77Q: 3 clusters Score -370775.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -370777.437500 Penalty: 2580.689697
	Iteration 78Q: 3 clusters Score -370777.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -370780.250000 Penalty: 2580.689697
	Iteration 79Q: 3 clusters Score -370780.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -370784.562500 Penalty: 2580.689697
	Iteration 80F: 3 clusters Score -370784.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -370786.500000 Penalty: 2580.689697
	Iteration 81Q: 3 clusters Score -370786.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -370790.000000 Penalty: 2580.689697
	Iteration 82Q: 3 clusters Score -370790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -370793.156250 Penalty: 2580.689697
	Iteration 83Q: 3 clusters Score -370793.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -370794.875000 Penalty: 2580.689697
	Iteration 84Q: 3 clusters Score -370794.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -370794.656250 Penalty: 2580.689697
	Iteration 85Q: 3 clusters Score -370794.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -370794.656250 Penalty: 2580.689697
	Iteration 86F: 3 clusters Score -370794.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Entering Unmasked Estep 
Score: -2170737.250000 Penalty: 1555.754150
	Iteration 0F: 2 clusters Score -2170737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2160889.750000 Penalty: 3111.508301
	Iteration 0F: 3 clusters Score -2160890 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2164578.250000 Penalty: 3111.508301
	Iteration 1F: 3 clusters Score -2164578 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2164908.000000 Penalty: 3111.508301
	Iteration 2F: 3 clusters Score -2164908 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2165260.000000 Penalty: 3111.508301
	Iteration 3F: 3 clusters Score -2165260 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2165672.000000 Penalty: 3111.508301
	Iteration 4F: 3 clusters Score -2165672 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2166143.500000 Penalty: 3111.508301
	Iteration 5F: 3 clusters Score -2166144 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2166725.500000 Penalty: 3111.508301
	Iteration 6F: 3 clusters Score -2166726 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2167540.500000 Penalty: 3111.508301
	Iteration 7F: 3 clusters Score -2167540 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2168460.000000 Penalty: 3111.508301
	Iteration 8F: 3 clusters Score -2168460 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2169352.500000 Penalty: 3111.508301
	Iteration 9F: 3 clusters Score -2169352 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2170358.500000 Penalty: 3111.508301
	Iteration 10F: 3 clusters Score -2170358 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2171531.000000 Penalty: 3111.508301
	Iteration 11F: 3 clusters Score -2171531 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2172364.250000 Penalty: 3111.508301
	Iteration 12Q: 3 clusters Score -2172364 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2172702.250000 Penalty: 3111.508301
	Iteration 13Q: 3 clusters Score -2172702 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2172833.000000 Penalty: 3111.508301
	Iteration 14Q: 3 clusters Score -2172833 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2172873.500000 Penalty: 3111.508301
	Iteration 15Q: 3 clusters Score -2172874 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2172892.750000 Penalty: 3111.508301
	Iteration 16Q: 3 clusters Score -2172893 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2172911.750000 Penalty: 3111.508301
	Iteration 17Q: 3 clusters Score -2172912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2172914.000000 Penalty: 3111.508301
	Iteration 18Q: 3 clusters Score -2172914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2172916.250000 Penalty: 3111.508301
	Iteration 19Q: 3 clusters Score -2172916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2172919.500000 Penalty: 3111.508301
	Iteration 20F: 3 clusters Score -2172920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2172920.000000 Penalty: 3111.508301
	Iteration 21Q: 3 clusters Score -2172920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2172917.750000 Penalty: 3111.508301
	Iteration 22Q: 3 clusters Score -2172918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2172915.750000 Penalty: 3111.508301
	Iteration 23Q: 3 clusters Score -2172916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2172918.750000 Penalty: 3111.508301
	Iteration 24Q: 3 clusters Score -2172919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2172919.250000 Penalty: 3111.508301
	Iteration 25Q: 3 clusters Score -2172919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2172919.750000 Penalty: 3111.508301
	Iteration 26Q: 3 clusters Score -2172920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2172921.500000 Penalty: 3111.508301
	Iteration 27Q: 3 clusters Score -2172922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2172932.500000 Penalty: 3111.508301
	Iteration 28Q: 3 clusters Score -2172932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2172932.250000 Penalty: 3111.508301
	Iteration 29Q: 3 clusters Score -2172932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2172932.000000 Penalty: 3111.508301
	Iteration 30Q: 3 clusters Score -2172932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2172939.000000 Penalty: 3111.508301
	Iteration 31Q: 3 clusters Score -2172939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2172940.250000 Penalty: 3111.508301
	Iteration 32Q: 3 clusters Score -2172940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2172938.750000 Penalty: 3111.508301
	Iteration 33Q: 3 clusters Score -2172939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2172938.500000 Penalty: 3111.508301
	Iteration 34Q: 3 clusters Score -2172938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2172936.000000 Penalty: 3111.508301
	Iteration 35Q: 3 clusters Score -2172936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2172939.000000 Penalty: 3111.508301
	Iteration 36Q: 3 clusters Score -2172939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2172936.000000 Penalty: 3111.508301
	Iteration 37Q: 3 clusters Score -2172936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2172934.250000 Penalty: 3111.508301
	Iteration 38Q: 3 clusters Score -2172934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2172934.500000 Penalty: 3111.508301
	Iteration 39Q: 3 clusters Score -2172934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2172933.000000 Penalty: 3111.508301
	Iteration 40F: 3 clusters Score -2172933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2172934.000000 Penalty: 3111.508301
	Iteration 41Q: 3 clusters Score -2172934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2172932.000000 Penalty: 3111.508301
	Iteration 42Q: 3 clusters Score -2172932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2172933.250000 Penalty: 3111.508301
	Iteration 43Q: 3 clusters Score -2172933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2172936.250000 Penalty: 3111.508301
	Iteration 44Q: 3 clusters Score -2172936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2172932.500000 Penalty: 3111.508301
	Iteration 45Q: 3 clusters Score -2172932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2172933.250000 Penalty: 3111.508301
	Iteration 46Q: 3 clusters Score -2172933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2172930.750000 Penalty: 3111.508301
	Iteration 47Q: 3 clusters Score -2172931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2172931.000000 Penalty: 3111.508301
	Iteration 48Q: 3 clusters Score -2172931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2172931.750000 Penalty: 3111.508301
	Iteration 49Q: 3 clusters Score -2172932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2172931.750000 Penalty: 3111.508301
	Iteration 50Q: 3 clusters Score -2172932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2172931.750000 Penalty: 3111.508301
	Iteration 51Q: 3 clusters Score -2172932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2172931.250000 Penalty: 3111.508301
	Iteration 52Q: 3 clusters Score -2172931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2172933.000000 Penalty: 3111.508301
	Iteration 53Q: 3 clusters Score -2172933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2172933.750000 Penalty: 3111.508301
	Iteration 54Q: 3 clusters Score -2172934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2172934.250000 Penalty: 3111.508301
	Iteration 55Q: 3 clusters Score -2172934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2172929.000000 Penalty: 3111.508301
	Iteration 56Q: 3 clusters Score -2172929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2172931.500000 Penalty: 3111.508301
	Iteration 57Q: 3 clusters Score -2172932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2172933.750000 Penalty: 3111.508301
	Iteration 58Q: 3 clusters Score -2172934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2172933.750000 Penalty: 3111.508301
	Iteration 59Q: 3 clusters Score -2172934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2172931.250000 Penalty: 3111.508301
	Iteration 60F: 3 clusters Score -2172931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2172931.250000 Penalty: 3111.508301
	Iteration 61Q: 3 clusters Score -2172931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2172931.250000 Penalty: 3111.508301
	Iteration 62F: 3 clusters Score -2172931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 20096 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 915 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 14882 members 
Mstep: Class 31 contains 15285 members 
Mstep: Class 32 contains 2690 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 3473 members 
Mstep: Class 38 contains 3266 members 
Mstep: Class 39 contains 14455 members 
Mstep: Class 40 contains 8928 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 6114 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 22682 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 20515 members 
Mstep: Class 67 contains 2054 members 
Mstep: Class 68 contains 9402 members 
Mstep: Class 69 contains 605 members 
Mstep: Class 70 contains 23218 members 
Mstep: Class 71 contains 22720 members 
Mstep: Class 72 contains 1730 members 
Mstep: Class 73 contains 2524 members 
Mstep: Class 74 contains 3453 members 
Mstep: Class 75 contains 3797 members 
Mstep: Class 76 contains 10359 members 
Mstep: Class 77 contains 637 members 
Mstep: Class 78 contains 8270 members 
Entering Unmasked Estep 
Score: -85868672.000000 Penalty: 168665.312500
Splitting cluster 46 changes total score from -85850720.000000 to -85868672.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 47 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -243380.234375 Penalty: 1216.392456
	Iteration 0F: 2 clusters Score -243380.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -241513.453125 Penalty: 2432.784912
	Iteration 0F: 3 clusters Score -241513.5 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -242087.515625 Penalty: 2432.784912
	Iteration 1F: 3 clusters Score -242087.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -242361.140625 Penalty: 2432.784912
	Iteration 2F: 3 clusters Score -242361.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -242534.015625 Penalty: 2432.784912
	Iteration 3F: 3 clusters Score -242534 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -242662.875000 Penalty: 2432.784912
	Iteration 4F: 3 clusters Score -242662.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -242767.828125 Penalty: 2432.784912
	Iteration 5Q: 3 clusters Score -242767.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -242859.390625 Penalty: 2432.784912
	Iteration 6Q: 3 clusters Score -242859.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -242922.265625 Penalty: 2432.784912
	Iteration 7Q: 3 clusters Score -242922.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -242949.593750 Penalty: 2432.784912
	Iteration 8Q: 3 clusters Score -242949.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -242962.125000 Penalty: 2432.784912
	Iteration 9Q: 3 clusters Score -242962.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -242969.453125 Penalty: 2432.784912
	Iteration 10Q: 3 clusters Score -242969.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -242975.203125 Penalty: 2432.784912
	Iteration 11Q: 3 clusters Score -242975.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -242979.015625 Penalty: 2432.784912
	Iteration 12Q: 3 clusters Score -242979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -242983.656250 Penalty: 2432.784912
	Iteration 13Q: 3 clusters Score -242983.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -242986.281250 Penalty: 2432.784912
	Iteration 14Q: 3 clusters Score -242986.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -242987.703125 Penalty: 2432.784912
	Iteration 15Q: 3 clusters Score -242987.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -242988.265625 Penalty: 2432.784912
	Iteration 16Q: 3 clusters Score -242988.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -242989.984375 Penalty: 2432.784912
	Iteration 17Q: 3 clusters Score -242990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -242991.468750 Penalty: 2432.784912
	Iteration 18Q: 3 clusters Score -242991.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -242992.296875 Penalty: 2432.784912
	Iteration 19Q: 3 clusters Score -242992.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -242993.000000 Penalty: 2432.784912
	Iteration 20F: 3 clusters Score -242993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -242993.250000 Penalty: 2432.784912
	Iteration 21Q: 3 clusters Score -242993.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -242993.250000 Penalty: 2432.784912
	Iteration 22F: 3 clusters Score -242993.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (22682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Entering Unmasked Estep 
Score: -3445009.500000 Penalty: 1629.765747
	Iteration 0F: 2 clusters Score -3445010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -3432700.500000 Penalty: 3259.531494
	Iteration 0F: 3 clusters Score -3432700 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3438448.500000 Penalty: 3259.531494
	Iteration 1F: 3 clusters Score -3438448 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -3439050.250000 Penalty: 3259.531494
	Iteration 2F: 3 clusters Score -3439050 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -3439701.000000 Penalty: 3259.531494
	Iteration 3F: 3 clusters Score -3439701 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -3440437.250000 Penalty: 3259.531494
	Iteration 4F: 3 clusters Score -3440437 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -3441110.000000 Penalty: 3259.531494
	Iteration 5F: 3 clusters Score -3441110 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -3441685.000000 Penalty: 3259.531494
	Iteration 6F: 3 clusters Score -3441685 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -3442195.500000 Penalty: 3259.531494
	Iteration 7Q: 3 clusters Score -3442196 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -3442637.750000 Penalty: 3259.531494
	Iteration 8Q: 3 clusters Score -3442638 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -3443031.250000 Penalty: 3259.531494
	Iteration 9Q: 3 clusters Score -3443031 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -3443334.250000 Penalty: 3259.531494
	Iteration 10Q: 3 clusters Score -3443334 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -3443561.250000 Penalty: 3259.531494
	Iteration 11Q: 3 clusters Score -3443561 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -3443760.250000 Penalty: 3259.531494
	Iteration 12Q: 3 clusters Score -3443760 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -3443883.250000 Penalty: 3259.531494
	Iteration 13Q: 3 clusters Score -3443883 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -3443990.500000 Penalty: 3259.531494
	Iteration 14Q: 3 clusters Score -3443990 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -3444095.250000 Penalty: 3259.531494
	Iteration 15Q: 3 clusters Score -3444095 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -3444167.500000 Penalty: 3259.531494
	Iteration 16Q: 3 clusters Score -3444168 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3444247.750000 Penalty: 3259.531494
	Iteration 17Q: 3 clusters Score -3444248 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -3444356.750000 Penalty: 3259.531494
	Iteration 18Q: 3 clusters Score -3444357 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -3444443.250000 Penalty: 3259.531494
	Iteration 19Q: 3 clusters Score -3444443 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3444559.500000 Penalty: 3259.531494
	Iteration 20F: 3 clusters Score -3444560 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3444665.000000 Penalty: 3259.531494
	Iteration 21Q: 3 clusters Score -3444665 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -3444757.250000 Penalty: 3259.531494
	Iteration 22Q: 3 clusters Score -3444757 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3444871.750000 Penalty: 3259.531494
	Iteration 23Q: 3 clusters Score -3444872 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3445008.500000 Penalty: 3259.531494
	Iteration 24Q: 3 clusters Score -3445008 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -3445168.250000 Penalty: 3259.531494
	Iteration 25Q: 3 clusters Score -3445168 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -3445306.500000 Penalty: 3259.531494
	Iteration 26Q: 3 clusters Score -3445306 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -3445455.250000 Penalty: 3259.531494
	Iteration 27Q: 3 clusters Score -3445455 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -3445611.250000 Penalty: 3259.531494
	Iteration 28Q: 3 clusters Score -3445611 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -3445708.250000 Penalty: 3259.531494
	Iteration 29Q: 3 clusters Score -3445708 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -3445838.000000 Penalty: 3259.531494
	Iteration 30Q: 3 clusters Score -3445838 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -3445913.000000 Penalty: 3259.531494
	Iteration 31Q: 3 clusters Score -3445913 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3445975.750000 Penalty: 3259.531494
	Iteration 32Q: 3 clusters Score -3445976 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3446023.750000 Penalty: 3259.531494
	Iteration 33Q: 3 clusters Score -3446024 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -3446044.000000 Penalty: 3259.531494
	Iteration 34Q: 3 clusters Score -3446044 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -3446044.000000 Penalty: 3259.531494
	Iteration 35Q: 3 clusters Score -3446044 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -3446028.000000 Penalty: 3259.531494
	Iteration 36Q: 3 clusters Score -3446028 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -3446015.250000 Penalty: 3259.531494
	Iteration 37Q: 3 clusters Score -3446015 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3445986.000000 Penalty: 3259.531494
	Iteration 38Q: 3 clusters Score -3445986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -3445982.000000 Penalty: 3259.531494
	Iteration 39Q: 3 clusters Score -3445982 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -3446046.750000 Penalty: 3259.531494
	Iteration 40F: 3 clusters Score -3446047 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -3446036.000000 Penalty: 3259.531494
	Iteration 41Q: 3 clusters Score -3446036 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -3446008.000000 Penalty: 3259.531494
	Iteration 42Q: 3 clusters Score -3446008 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -3445987.250000 Penalty: 3259.531494
	Iteration 43Q: 3 clusters Score -3445987 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -3445970.000000 Penalty: 3259.531494
	Iteration 44Q: 3 clusters Score -3445970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -3445937.500000 Penalty: 3259.531494
	Iteration 45Q: 3 clusters Score -3445938 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -3445920.750000 Penalty: 3259.531494
	Iteration 46Q: 3 clusters Score -3445921 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -3445895.500000 Penalty: 3259.531494
	Iteration 47Q: 3 clusters Score -3445896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -3445880.250000 Penalty: 3259.531494
	Iteration 48Q: 3 clusters Score -3445880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -3445877.000000 Penalty: 3259.531494
	Iteration 49Q: 3 clusters Score -3445877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -3445858.250000 Penalty: 3259.531494
	Iteration 50Q: 3 clusters Score -3445858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -3445855.250000 Penalty: 3259.531494
	Iteration 51Q: 3 clusters Score -3445855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -3445847.750000 Penalty: 3259.531494
	Iteration 52Q: 3 clusters Score -3445848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -3445839.000000 Penalty: 3259.531494
	Iteration 53Q: 3 clusters Score -3445839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -3445840.250000 Penalty: 3259.531494
	Iteration 54Q: 3 clusters Score -3445840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -3445829.750000 Penalty: 3259.531494
	Iteration 55Q: 3 clusters Score -3445830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3445818.750000 Penalty: 3259.531494
	Iteration 56Q: 3 clusters Score -3445819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -3445812.500000 Penalty: 3259.531494
	Iteration 57Q: 3 clusters Score -3445812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -3445811.250000 Penalty: 3259.531494
	Iteration 58Q: 3 clusters Score -3445811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -3445809.500000 Penalty: 3259.531494
	Iteration 59Q: 3 clusters Score -3445810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -3445807.000000 Penalty: 3259.531494
	Iteration 60F: 3 clusters Score -3445807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -3445801.500000 Penalty: 3259.531494
	Iteration 61Q: 3 clusters Score -3445802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -3445796.500000 Penalty: 3259.531494
	Iteration 62Q: 3 clusters Score -3445796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3445798.750000 Penalty: 3259.531494
	Iteration 63Q: 3 clusters Score -3445799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -3445790.250000 Penalty: 3259.531494
	Iteration 64Q: 3 clusters Score -3445790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3445790.750000 Penalty: 3259.531494
	Iteration 65Q: 3 clusters Score -3445791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3445790.750000 Penalty: 3259.531494
	Iteration 66F: 3 clusters Score -3445791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 20096 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 915 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 14882 members 
Mstep: Class 31 contains 15285 members 
Mstep: Class 32 contains 2690 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 3473 members 
Mstep: Class 38 contains 3266 members 
Mstep: Class 39 contains 14455 members 
Mstep: Class 40 contains 8928 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 6114 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 2316 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 15135 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 20515 members 
Mstep: Class 67 contains 2054 members 
Mstep: Class 68 contains 9402 members 
Mstep: Class 69 contains 605 members 
Mstep: Class 70 contains 23218 members 
Mstep: Class 71 contains 22720 members 
Mstep: Class 72 contains 1730 members 
Mstep: Class 73 contains 2524 members 
Mstep: Class 74 contains 3453 members 
Mstep: Class 75 contains 3797 members 
Mstep: Class 76 contains 10359 members 
Mstep: Class 77 contains 637 members 
Mstep: Class 78 contains 8270 members 
Mstep: Class 79 contains 20366 members 
Entering Unmasked Estep 
Score: -85868904.000000 Penalty: 170827.687500
Splitting cluster 48 changes total score from -85850720.000000 to -85868904.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 49 (15153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Entering Unmasked Estep 
Score: -2190021.250000 Penalty: 1564.217529
	Iteration 0F: 2 clusters Score -2190021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2179749.750000 Penalty: 3128.435059
	Iteration 0F: 3 clusters Score -2179750 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2183505.000000 Penalty: 3128.435059
	Iteration 1F: 3 clusters Score -2183505 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2184102.000000 Penalty: 3128.435059
	Iteration 2F: 3 clusters Score -2184102 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2184828.250000 Penalty: 3128.435059
	Iteration 3F: 3 clusters Score -2184828 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2185693.000000 Penalty: 3128.435059
	Iteration 4F: 3 clusters Score -2185693 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2186576.000000 Penalty: 3128.435059
	Iteration 5F: 3 clusters Score -2186576 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2187305.000000 Penalty: 3128.435059
	Iteration 6F: 3 clusters Score -2187305 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2187794.250000 Penalty: 3128.435059
	Iteration 7F: 3 clusters Score -2187794 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2188066.500000 Penalty: 3128.435059
	Iteration 8Q: 3 clusters Score -2188066 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2188228.000000 Penalty: 3128.435059
	Iteration 9Q: 3 clusters Score -2188228 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2188345.500000 Penalty: 3128.435059
	Iteration 10Q: 3 clusters Score -2188346 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2188449.750000 Penalty: 3128.435059
	Iteration 11Q: 3 clusters Score -2188450 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2188525.750000 Penalty: 3128.435059
	Iteration 12Q: 3 clusters Score -2188526 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2188593.250000 Penalty: 3128.435059
	Iteration 13Q: 3 clusters Score -2188593 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2188664.000000 Penalty: 3128.435059
	Iteration 14Q: 3 clusters Score -2188664 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2188725.000000 Penalty: 3128.435059
	Iteration 15Q: 3 clusters Score -2188725 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2188788.250000 Penalty: 3128.435059
	Iteration 16Q: 3 clusters Score -2188788 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2188836.750000 Penalty: 3128.435059
	Iteration 17Q: 3 clusters Score -2188837 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2188875.500000 Penalty: 3128.435059
	Iteration 18Q: 3 clusters Score -2188876 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2188921.500000 Penalty: 3128.435059
	Iteration 19Q: 3 clusters Score -2188922 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2188962.750000 Penalty: 3128.435059
	Iteration 20F: 3 clusters Score -2188963 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2188976.500000 Penalty: 3128.435059
	Iteration 21Q: 3 clusters Score -2188976 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2189000.750000 Penalty: 3128.435059
	Iteration 22Q: 3 clusters Score -2189001 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2189021.000000 Penalty: 3128.435059
	Iteration 23Q: 3 clusters Score -2189021 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2189040.250000 Penalty: 3128.435059
	Iteration 24Q: 3 clusters Score -2189040 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2189077.500000 Penalty: 3128.435059
	Iteration 25Q: 3 clusters Score -2189078 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2189111.250000 Penalty: 3128.435059
	Iteration 26Q: 3 clusters Score -2189111 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2189147.000000 Penalty: 3128.435059
	Iteration 27Q: 3 clusters Score -2189147 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2189180.250000 Penalty: 3128.435059
	Iteration 28Q: 3 clusters Score -2189180 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2189206.500000 Penalty: 3128.435059
	Iteration 29Q: 3 clusters Score -2189206 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2189232.000000 Penalty: 3128.435059
	Iteration 30Q: 3 clusters Score -2189232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2189246.500000 Penalty: 3128.435059
	Iteration 31Q: 3 clusters Score -2189246 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2189265.000000 Penalty: 3128.435059
	Iteration 32Q: 3 clusters Score -2189265 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2189277.250000 Penalty: 3128.435059
	Iteration 33Q: 3 clusters Score -2189277 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2189290.750000 Penalty: 3128.435059
	Iteration 34Q: 3 clusters Score -2189291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2189294.750000 Penalty: 3128.435059
	Iteration 35Q: 3 clusters Score -2189295 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2189305.750000 Penalty: 3128.435059
	Iteration 36Q: 3 clusters Score -2189306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2189311.500000 Penalty: 3128.435059
	Iteration 37Q: 3 clusters Score -2189312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2189315.750000 Penalty: 3128.435059
	Iteration 38Q: 3 clusters Score -2189316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2189319.750000 Penalty: 3128.435059
	Iteration 39Q: 3 clusters Score -2189320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2189320.500000 Penalty: 3128.435059
	Iteration 40F: 3 clusters Score -2189320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2189323.000000 Penalty: 3128.435059
	Iteration 41Q: 3 clusters Score -2189323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2189326.250000 Penalty: 3128.435059
	Iteration 42Q: 3 clusters Score -2189326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2189329.750000 Penalty: 3128.435059
	Iteration 43Q: 3 clusters Score -2189330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2189330.000000 Penalty: 3128.435059
	Iteration 44Q: 3 clusters Score -2189330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2189329.000000 Penalty: 3128.435059
	Iteration 45Q: 3 clusters Score -2189329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2189335.750000 Penalty: 3128.435059
	Iteration 46Q: 3 clusters Score -2189336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2189338.750000 Penalty: 3128.435059
	Iteration 47Q: 3 clusters Score -2189339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2189338.750000 Penalty: 3128.435059
	Iteration 48Q: 3 clusters Score -2189339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2189342.500000 Penalty: 3128.435059
	Iteration 49Q: 3 clusters Score -2189342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2189344.500000 Penalty: 3128.435059
	Iteration 50Q: 3 clusters Score -2189344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2189344.000000 Penalty: 3128.435059
	Iteration 51Q: 3 clusters Score -2189344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2189344.000000 Penalty: 3128.435059
	Iteration 52Q: 3 clusters Score -2189344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2189342.250000 Penalty: 3128.435059
	Iteration 53Q: 3 clusters Score -2189342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2189342.000000 Penalty: 3128.435059
	Iteration 54Q: 3 clusters Score -2189342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2189341.500000 Penalty: 3128.435059
	Iteration 55Q: 3 clusters Score -2189342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2189341.500000 Penalty: 3128.435059
	Iteration 56F: 3 clusters Score -2189342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (15135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Entering Unmasked Estep 
Score: -2286575.750000 Penalty: 1564.024414
	Iteration 0F: 2 clusters Score -2286576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2276293.500000 Penalty: 3128.048828
	Iteration 0F: 3 clusters Score -2276294 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2280024.000000 Penalty: 3128.048828
	Iteration 1F: 3 clusters Score -2280024 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2280361.000000 Penalty: 3128.048828
	Iteration 2F: 3 clusters Score -2280361 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2280654.500000 Penalty: 3128.048828
	Iteration 3F: 3 clusters Score -2280654 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2280915.500000 Penalty: 3128.048828
	Iteration 4Q: 3 clusters Score -2280916 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2281181.000000 Penalty: 3128.048828
	Iteration 5Q: 3 clusters Score -2281181 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2281412.000000 Penalty: 3128.048828
	Iteration 6Q: 3 clusters Score -2281412 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2281662.000000 Penalty: 3128.048828
	Iteration 7Q: 3 clusters Score -2281662 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2281937.250000 Penalty: 3128.048828
	Iteration 8Q: 3 clusters Score -2281937 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2282267.500000 Penalty: 3128.048828
	Iteration 9Q: 3 clusters Score -2282268 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2282620.750000 Penalty: 3128.048828
	Iteration 10Q: 3 clusters Score -2282621 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2283089.500000 Penalty: 3128.048828
	Iteration 11Q: 3 clusters Score -2283090 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2283669.500000 Penalty: 3128.048828
	Iteration 12Q: 3 clusters Score -2283670 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2284315.500000 Penalty: 3128.048828
	Iteration 13Q: 3 clusters Score -2284316 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2285002.500000 Penalty: 3128.048828
	Iteration 14Q: 3 clusters Score -2285002 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2285651.500000 Penalty: 3128.048828
	Iteration 15Q: 3 clusters Score -2285652 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2286212.750000 Penalty: 3128.048828
	Iteration 16Q: 3 clusters Score -2286213 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2286592.000000 Penalty: 3128.048828
	Iteration 17Q: 3 clusters Score -2286592 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2286798.750000 Penalty: 3128.048828
	Iteration 18Q: 3 clusters Score -2286799 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2286928.750000 Penalty: 3128.048828
	Iteration 19Q: 3 clusters Score -2286929 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2286998.500000 Penalty: 3128.048828
	Iteration 20F: 3 clusters Score -2286998 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2287027.250000 Penalty: 3128.048828
	Iteration 21Q: 3 clusters Score -2287027 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2287047.500000 Penalty: 3128.048828
	Iteration 22Q: 3 clusters Score -2287048 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2287057.750000 Penalty: 3128.048828
	Iteration 23Q: 3 clusters Score -2287058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2287074.500000 Penalty: 3128.048828
	Iteration 24Q: 3 clusters Score -2287074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2287077.500000 Penalty: 3128.048828
	Iteration 25Q: 3 clusters Score -2287078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2287077.000000 Penalty: 3128.048828
	Iteration 26Q: 3 clusters Score -2287077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2287078.500000 Penalty: 3128.048828
	Iteration 27Q: 3 clusters Score -2287078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2287084.000000 Penalty: 3128.048828
	Iteration 28Q: 3 clusters Score -2287084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2287083.000000 Penalty: 3128.048828
	Iteration 29Q: 3 clusters Score -2287083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2287082.000000 Penalty: 3128.048828
	Iteration 30Q: 3 clusters Score -2287082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2287082.500000 Penalty: 3128.048828
	Iteration 31Q: 3 clusters Score -2287082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2287080.750000 Penalty: 3128.048828
	Iteration 32Q: 3 clusters Score -2287081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2287080.750000 Penalty: 3128.048828
	Iteration 33F: 3 clusters Score -2287081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 20096 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 915 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 14882 members 
Mstep: Class 31 contains 15285 members 
Mstep: Class 32 contains 2690 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 3473 members 
Mstep: Class 38 contains 3266 members 
Mstep: Class 39 contains 14455 members 
Mstep: Class 40 contains 8928 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 6114 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 2316 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 6949 members 
Mstep: Class 51 contains 45995 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 20515 members 
Mstep: Class 67 contains 2054 members 
Mstep: Class 68 contains 9402 members 
Mstep: Class 69 contains 605 members 
Mstep: Class 70 contains 23218 members 
Mstep: Class 71 contains 22720 members 
Mstep: Class 72 contains 1730 members 
Mstep: Class 73 contains 2524 members 
Mstep: Class 74 contains 3453 members 
Mstep: Class 75 contains 3797 members 
Mstep: Class 76 contains 10359 members 
Mstep: Class 77 contains 637 members 
Mstep: Class 78 contains 8270 members 
Mstep: Class 79 contains 20366 members 
Mstep: Class 80 contains 8186 members 
Entering Unmasked Estep 
Score: -85868808.000000 Penalty: 172990.062500
Splitting cluster 50 changes total score from -85850720.000000 to -85868808.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 51 (45995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Entering Unmasked Estep 
Score: -6972999.000000 Penalty: 1744.646851
	Iteration 0F: 2 clusters Score -6972999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -6964011.500000 Penalty: 3489.293701
	Iteration 0F: 3 clusters Score -6964012 nChanged 21522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -6975876.500000 Penalty: 3489.293701
	Iteration 1F: 3 clusters Score -6975876 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -6976622.500000 Penalty: 3489.293701
	Iteration 2F: 3 clusters Score -6976622 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -6977531.500000 Penalty: 3489.293701
	Iteration 3F: 3 clusters Score -6977532 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -6978580.000000 Penalty: 3489.293701
	Iteration 4F: 3 clusters Score -6978580 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -6979731.500000 Penalty: 3489.293701
	Iteration 5F: 3 clusters Score -6979732 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -6981197.500000 Penalty: 3489.293701
	Iteration 6F: 3 clusters Score -6981198 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -6982978.500000 Penalty: 3489.293701
	Iteration 7F: 3 clusters Score -6982978 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -6984357.000000 Penalty: 3489.293701
	Iteration 8F: 3 clusters Score -6984357 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -6985057.000000 Penalty: 3489.293701
	Iteration 9Q: 3 clusters Score -6985057 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -6985246.500000 Penalty: 3489.293701
	Iteration 10Q: 3 clusters Score -6985246 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -6985291.500000 Penalty: 3489.293701
	Iteration 11Q: 3 clusters Score -6985292 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -6985374.500000 Penalty: 3489.293701
	Iteration 12Q: 3 clusters Score -6985374 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -6985416.000000 Penalty: 3489.293701
	Iteration 13Q: 3 clusters Score -6985416 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -6985440.000000 Penalty: 3489.293701
	Iteration 14Q: 3 clusters Score -6985440 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -6985477.500000 Penalty: 3489.293701
	Iteration 15Q: 3 clusters Score -6985478 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -6985520.000000 Penalty: 3489.293701
	Iteration 16Q: 3 clusters Score -6985520 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -6985540.500000 Penalty: 3489.293701
	Iteration 17Q: 3 clusters Score -6985540 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -6985632.000000 Penalty: 3489.293701
	Iteration 18Q: 3 clusters Score -6985632 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -6985683.500000 Penalty: 3489.293701
	Iteration 19Q: 3 clusters Score -6985684 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -6985700.000000 Penalty: 3489.293701
	Iteration 20F: 3 clusters Score -6985700 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -6985745.000000 Penalty: 3489.293701
	Iteration 21Q: 3 clusters Score -6985745 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -6985788.000000 Penalty: 3489.293701
	Iteration 22Q: 3 clusters Score -6985788 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -6985837.500000 Penalty: 3489.293701
	Iteration 23Q: 3 clusters Score -6985838 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -6985896.500000 Penalty: 3489.293701
	Iteration 24Q: 3 clusters Score -6985896 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -6985969.000000 Penalty: 3489.293701
	Iteration 25Q: 3 clusters Score -6985969 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -6986002.000000 Penalty: 3489.293701
	Iteration 26Q: 3 clusters Score -6986002 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -6986070.500000 Penalty: 3489.293701
	Iteration 27Q: 3 clusters Score -6986070 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -6986124.500000 Penalty: 3489.293701
	Iteration 28Q: 3 clusters Score -6986124 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -6986201.500000 Penalty: 3489.293701
	Iteration 29Q: 3 clusters Score -6986202 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -6986245.000000 Penalty: 3489.293701
	Iteration 30Q: 3 clusters Score -6986245 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -6986299.000000 Penalty: 3489.293701
	Iteration 31Q: 3 clusters Score -6986299 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -6986359.000000 Penalty: 3489.293701
	Iteration 32Q: 3 clusters Score -6986359 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -6986428.500000 Penalty: 3489.293701
	Iteration 33Q: 3 clusters Score -6986428 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -6986510.500000 Penalty: 3489.293701
	Iteration 34Q: 3 clusters Score -6986510 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -6986574.500000 Penalty: 3489.293701
	Iteration 35Q: 3 clusters Score -6986574 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -6986619.000000 Penalty: 3489.293701
	Iteration 36Q: 3 clusters Score -6986619 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -6986686.000000 Penalty: 3489.293701
	Iteration 37Q: 3 clusters Score -6986686 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -6986748.500000 Penalty: 3489.293701
	Iteration 38Q: 3 clusters Score -6986748 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -6986840.000000 Penalty: 3489.293701
	Iteration 39Q: 3 clusters Score -6986840 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -6986985.000000 Penalty: 3489.293701
	Iteration 40F: 3 clusters Score -6986985 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -6987143.500000 Penalty: 3489.293701
	Iteration 41Q: 3 clusters Score -6987144 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -6987379.500000 Penalty: 3489.293701
	Iteration 42Q: 3 clusters Score -6987380 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -6987598.000000 Penalty: 3489.293701
	Iteration 43Q: 3 clusters Score -6987598 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -6987869.000000 Penalty: 3489.293701
	Iteration 44Q: 3 clusters Score -6987869 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -6988167.000000 Penalty: 3489.293701
	Iteration 45Q: 3 clusters Score -6988167 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -6988507.500000 Penalty: 3489.293701
	Iteration 46Q: 3 clusters Score -6988508 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -6988833.500000 Penalty: 3489.293701
	Iteration 47Q: 3 clusters Score -6988834 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -6989111.000000 Penalty: 3489.293701
	Iteration 48Q: 3 clusters Score -6989111 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -6989330.500000 Penalty: 3489.293701
	Iteration 49Q: 3 clusters Score -6989330 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -6989505.000000 Penalty: 3489.293701
	Iteration 50Q: 3 clusters Score -6989505 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -6989657.500000 Penalty: 3489.293701
	Iteration 51Q: 3 clusters Score -6989658 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -6989802.000000 Penalty: 3489.293701
	Iteration 52Q: 3 clusters Score -6989802 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -6989872.000000 Penalty: 3489.293701
	Iteration 53Q: 3 clusters Score -6989872 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -6989979.000000 Penalty: 3489.293701
	Iteration 54Q: 3 clusters Score -6989979 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -6990057.500000 Penalty: 3489.293701
	Iteration 55Q: 3 clusters Score -6990058 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -6990105.000000 Penalty: 3489.293701
	Iteration 56Q: 3 clusters Score -6990105 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -6990136.000000 Penalty: 3489.293701
	Iteration 57Q: 3 clusters Score -6990136 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -6990153.500000 Penalty: 3489.293701
	Iteration 58Q: 3 clusters Score -6990154 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -6990169.000000 Penalty: 3489.293701
	Iteration 59Q: 3 clusters Score -6990169 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -6990234.500000 Penalty: 3489.293701
	Iteration 60F: 3 clusters Score -6990234 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -6990257.000000 Penalty: 3489.293701
	Iteration 61Q: 3 clusters Score -6990257 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -6990268.500000 Penalty: 3489.293701
	Iteration 62Q: 3 clusters Score -6990268 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -6990288.500000 Penalty: 3489.293701
	Iteration 63Q: 3 clusters Score -6990288 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -6990307.500000 Penalty: 3489.293701
	Iteration 64Q: 3 clusters Score -6990308 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -6990294.000000 Penalty: 3489.293701
	Iteration 65Q: 3 clusters Score -6990294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -6990280.500000 Penalty: 3489.293701
	Iteration 66Q: 3 clusters Score -6990280 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -6990282.000000 Penalty: 3489.293701
	Iteration 67Q: 3 clusters Score -6990282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -6990289.500000 Penalty: 3489.293701
	Iteration 68Q: 3 clusters Score -6990290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -6990289.000000 Penalty: 3489.293701
	Iteration 69Q: 3 clusters Score -6990289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -6990289.500000 Penalty: 3489.293701
	Iteration 70Q: 3 clusters Score -6990290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -6990290.500000 Penalty: 3489.293701
	Iteration 71Q: 3 clusters Score -6990290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -6990301.500000 Penalty: 3489.293701
	Iteration 72Q: 3 clusters Score -6990302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -6990303.500000 Penalty: 3489.293701
	Iteration 73Q: 3 clusters Score -6990304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -6990301.500000 Penalty: 3489.293701
	Iteration 74Q: 3 clusters Score -6990302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -6990296.500000 Penalty: 3489.293701
	Iteration 75Q: 3 clusters Score -6990296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -6990299.000000 Penalty: 3489.293701
	Iteration 76Q: 3 clusters Score -6990299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -6990295.000000 Penalty: 3489.293701
	Iteration 77Q: 3 clusters Score -6990295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -6990315.000000 Penalty: 3489.293701
	Iteration 78Q: 3 clusters Score -6990315 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -6990303.500000 Penalty: 3489.293701
	Iteration 79Q: 3 clusters Score -6990304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -6990305.000000 Penalty: 3489.293701
	Iteration 80F: 3 clusters Score -6990305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -6990310.500000 Penalty: 3489.293701
	Iteration 81Q: 3 clusters Score -6990310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -6990301.500000 Penalty: 3489.293701
	Iteration 82Q: 3 clusters Score -6990302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -6990312.000000 Penalty: 3489.293701
	Iteration 83Q: 3 clusters Score -6990312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -6990308.000000 Penalty: 3489.293701
	Iteration 84Q: 3 clusters Score -6990308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -6990319.000000 Penalty: 3489.293701
	Iteration 85Q: 3 clusters Score -6990319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -6990310.500000 Penalty: 3489.293701
	Iteration 86Q: 3 clusters Score -6990310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -6990314.500000 Penalty: 3489.293701
	Iteration 87Q: 3 clusters Score -6990314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -6990321.000000 Penalty: 3489.293701
	Iteration 88Q: 3 clusters Score -6990321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -6990318.500000 Penalty: 3489.293701
	Iteration 89Q: 3 clusters Score -6990318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -6990314.000000 Penalty: 3489.293701
	Iteration 90Q: 3 clusters Score -6990314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -6990306.000000 Penalty: 3489.293701
	Iteration 91Q: 3 clusters Score -6990306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -6990313.000000 Penalty: 3489.293701
	Iteration 92Q: 3 clusters Score -6990313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -6990313.000000 Penalty: 3489.293701
	Iteration 93F: 3 clusters Score -6990313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 20096 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 915 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 14882 members 
Mstep: Class 31 contains 15285 members 
Mstep: Class 32 contains 2690 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 3473 members 
Mstep: Class 38 contains 3266 members 
Mstep: Class 39 contains 14455 members 
Mstep: Class 40 contains 8928 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 6114 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 2316 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 6949 members 
Mstep: Class 51 contains 21555 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 2282 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 20515 members 
Mstep: Class 67 contains 2054 members 
Mstep: Class 68 contains 9402 members 
Mstep: Class 69 contains 605 members 
Mstep: Class 70 contains 23218 members 
Mstep: Class 71 contains 22720 members 
Mstep: Class 72 contains 1730 members 
Mstep: Class 73 contains 2524 members 
Mstep: Class 74 contains 3453 members 
Mstep: Class 75 contains 3797 members 
Mstep: Class 76 contains 10359 members 
Mstep: Class 77 contains 637 members 
Mstep: Class 78 contains 8270 members 
Mstep: Class 79 contains 20366 members 
Mstep: Class 80 contains 8186 members 
Mstep: Class 81 contains 24440 members 
Entering Unmasked Estep 
Score: -85885408.000000 Penalty: 175152.437500
Splitting cluster 51 changes total score from -85850720.000000 to -85885408.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 52 (12648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Entering Unmasked Estep 
Score: -1871077.625000 Penalty: 1534.853882
	Iteration 0F: 2 clusters Score -1871078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1862320.375000 Penalty: 3069.707764
	Iteration 0F: 3 clusters Score -1862320 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1865196.750000 Penalty: 3069.707764
	Iteration 1F: 3 clusters Score -1865197 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1865474.250000 Penalty: 3069.707764
	Iteration 2F: 3 clusters Score -1865474 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1865785.000000 Penalty: 3069.707764
	Iteration 3F: 3 clusters Score -1865785 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1866156.375000 Penalty: 3069.707764
	Iteration 4F: 3 clusters Score -1866156 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1866611.625000 Penalty: 3069.707764
	Iteration 5F: 3 clusters Score -1866612 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1867116.500000 Penalty: 3069.707764
	Iteration 6F: 3 clusters Score -1867116 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1867631.250000 Penalty: 3069.707764
	Iteration 7F: 3 clusters Score -1867631 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1868034.375000 Penalty: 3069.707764
	Iteration 8F: 3 clusters Score -1868034 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1868324.375000 Penalty: 3069.707764
	Iteration 9Q: 3 clusters Score -1868324 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1868576.625000 Penalty: 3069.707764
	Iteration 10Q: 3 clusters Score -1868577 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1868803.625000 Penalty: 3069.707764
	Iteration 11Q: 3 clusters Score -1868804 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1869007.625000 Penalty: 3069.707764
	Iteration 12Q: 3 clusters Score -1869008 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1869195.250000 Penalty: 3069.707764
	Iteration 13Q: 3 clusters Score -1869195 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1869336.875000 Penalty: 3069.707764
	Iteration 14Q: 3 clusters Score -1869337 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1869438.500000 Penalty: 3069.707764
	Iteration 15Q: 3 clusters Score -1869438 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1869520.875000 Penalty: 3069.707764
	Iteration 16Q: 3 clusters Score -1869521 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1869578.250000 Penalty: 3069.707764
	Iteration 17Q: 3 clusters Score -1869578 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1869632.000000 Penalty: 3069.707764
	Iteration 18Q: 3 clusters Score -1869632 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1869672.125000 Penalty: 3069.707764
	Iteration 19Q: 3 clusters Score -1869672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1869701.500000 Penalty: 3069.707764
	Iteration 20F: 3 clusters Score -1869702 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1869728.750000 Penalty: 3069.707764
	Iteration 21Q: 3 clusters Score -1869729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1869750.750000 Penalty: 3069.707764
	Iteration 22Q: 3 clusters Score -1869751 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1869776.250000 Penalty: 3069.707764
	Iteration 23Q: 3 clusters Score -1869776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1869787.625000 Penalty: 3069.707764
	Iteration 24Q: 3 clusters Score -1869788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1869805.375000 Penalty: 3069.707764
	Iteration 25Q: 3 clusters Score -1869805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1869812.750000 Penalty: 3069.707764
	Iteration 26Q: 3 clusters Score -1869813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1869818.250000 Penalty: 3069.707764
	Iteration 27Q: 3 clusters Score -1869818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1869828.375000 Penalty: 3069.707764
	Iteration 28Q: 3 clusters Score -1869828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1869834.000000 Penalty: 3069.707764
	Iteration 29Q: 3 clusters Score -1869834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1869838.500000 Penalty: 3069.707764
	Iteration 30Q: 3 clusters Score -1869838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1869839.750000 Penalty: 3069.707764
	Iteration 31Q: 3 clusters Score -1869840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1869841.250000 Penalty: 3069.707764
	Iteration 32Q: 3 clusters Score -1869841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1869843.875000 Penalty: 3069.707764
	Iteration 33Q: 3 clusters Score -1869844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1869848.625000 Penalty: 3069.707764
	Iteration 34Q: 3 clusters Score -1869849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1869850.375000 Penalty: 3069.707764
	Iteration 35Q: 3 clusters Score -1869850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1869852.750000 Penalty: 3069.707764
	Iteration 36Q: 3 clusters Score -1869853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1869852.750000 Penalty: 3069.707764
	Iteration 37F: 3 clusters Score -1869853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (8929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Entering Unmasked Estep 
Score: -1235340.500000 Penalty: 1478.272095
	Iteration 0F: 2 clusters Score -1235340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1228880.750000 Penalty: 2956.544189
	Iteration 0F: 3 clusters Score -1228881 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1230991.375000 Penalty: 2956.544189
	Iteration 1F: 3 clusters Score -1230991 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1231228.750000 Penalty: 2956.544189
	Iteration 2F: 3 clusters Score -1231229 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1231394.375000 Penalty: 2956.544189
	Iteration 3F: 3 clusters Score -1231394 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1231561.375000 Penalty: 2956.544189
	Iteration 4Q: 3 clusters Score -1231561 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1231720.625000 Penalty: 2956.544189
	Iteration 5Q: 3 clusters Score -1231721 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1231855.250000 Penalty: 2956.544189
	Iteration 6Q: 3 clusters Score -1231855 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1231976.500000 Penalty: 2956.544189
	Iteration 7Q: 3 clusters Score -1231976 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1232094.125000 Penalty: 2956.544189
	Iteration 8Q: 3 clusters Score -1232094 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1232207.750000 Penalty: 2956.544189
	Iteration 9Q: 3 clusters Score -1232208 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1232321.125000 Penalty: 2956.544189
	Iteration 10Q: 3 clusters Score -1232321 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1232427.500000 Penalty: 2956.544189
	Iteration 11Q: 3 clusters Score -1232428 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1232529.875000 Penalty: 2956.544189
	Iteration 12Q: 3 clusters Score -1232530 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1232627.625000 Penalty: 2956.544189
	Iteration 13Q: 3 clusters Score -1232628 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1232727.875000 Penalty: 2956.544189
	Iteration 14Q: 3 clusters Score -1232728 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1232855.125000 Penalty: 2956.544189
	Iteration 15Q: 3 clusters Score -1232855 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1232973.750000 Penalty: 2956.544189
	Iteration 16Q: 3 clusters Score -1232974 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1233083.250000 Penalty: 2956.544189
	Iteration 17Q: 3 clusters Score -1233083 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1233172.250000 Penalty: 2956.544189
	Iteration 18Q: 3 clusters Score -1233172 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1233253.125000 Penalty: 2956.544189
	Iteration 19Q: 3 clusters Score -1233253 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1233331.375000 Penalty: 2956.544189
	Iteration 20F: 3 clusters Score -1233331 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1233411.250000 Penalty: 2956.544189
	Iteration 21Q: 3 clusters Score -1233411 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1233475.375000 Penalty: 2956.544189
	Iteration 22Q: 3 clusters Score -1233475 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1233542.875000 Penalty: 2956.544189
	Iteration 23Q: 3 clusters Score -1233543 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1233613.250000 Penalty: 2956.544189
	Iteration 24Q: 3 clusters Score -1233613 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1233666.375000 Penalty: 2956.544189
	Iteration 25Q: 3 clusters Score -1233666 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1233727.000000 Penalty: 2956.544189
	Iteration 26Q: 3 clusters Score -1233727 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1233784.000000 Penalty: 2956.544189
	Iteration 27Q: 3 clusters Score -1233784 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1233840.000000 Penalty: 2956.544189
	Iteration 28Q: 3 clusters Score -1233840 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1233888.125000 Penalty: 2956.544189
	Iteration 29Q: 3 clusters Score -1233888 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1233926.500000 Penalty: 2956.544189
	Iteration 30Q: 3 clusters Score -1233926 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1233963.875000 Penalty: 2956.544189
	Iteration 31Q: 3 clusters Score -1233964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1233991.375000 Penalty: 2956.544189
	Iteration 32Q: 3 clusters Score -1233991 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1234012.250000 Penalty: 2956.544189
	Iteration 33Q: 3 clusters Score -1234012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1234027.500000 Penalty: 2956.544189
	Iteration 34Q: 3 clusters Score -1234028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1234038.125000 Penalty: 2956.544189
	Iteration 35Q: 3 clusters Score -1234038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1234049.000000 Penalty: 2956.544189
	Iteration 36Q: 3 clusters Score -1234049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1234059.875000 Penalty: 2956.544189
	Iteration 37Q: 3 clusters Score -1234060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1234071.625000 Penalty: 2956.544189
	Iteration 38Q: 3 clusters Score -1234072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1234085.250000 Penalty: 2956.544189
	Iteration 39Q: 3 clusters Score -1234085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1234089.375000 Penalty: 2956.544189
	Iteration 40F: 3 clusters Score -1234089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1234094.625000 Penalty: 2956.544189
	Iteration 41Q: 3 clusters Score -1234095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1234100.625000 Penalty: 2956.544189
	Iteration 42Q: 3 clusters Score -1234101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1234105.500000 Penalty: 2956.544189
	Iteration 43Q: 3 clusters Score -1234106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1234105.875000 Penalty: 2956.544189
	Iteration 44Q: 3 clusters Score -1234106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1234108.000000 Penalty: 2956.544189
	Iteration 45Q: 3 clusters Score -1234108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1234107.875000 Penalty: 2956.544189
	Iteration 46Q: 3 clusters Score -1234108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1234107.875000 Penalty: 2956.544189
	Iteration 47F: 3 clusters Score -1234108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Entering Unmasked Estep 
Score: -230308.890625 Penalty: 1216.301147
	Iteration 0F: 2 clusters Score -230308.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -228392.828125 Penalty: 2432.602295
	Iteration 0F: 3 clusters Score -228392.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -228862.812500 Penalty: 2432.602295
	Iteration 1F: 3 clusters Score -228862.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -228998.375000 Penalty: 2432.602295
	Iteration 2F: 3 clusters Score -228998.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -229130.140625 Penalty: 2432.602295
	Iteration 3F: 3 clusters Score -229130.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -229310.718750 Penalty: 2432.602295
	Iteration 4F: 3 clusters Score -229310.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -229505.281250 Penalty: 2432.602295
	Iteration 5F: 3 clusters Score -229505.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -229682.437500 Penalty: 2432.602295
	Iteration 6F: 3 clusters Score -229682.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -229799.609375 Penalty: 2432.602295
	Iteration 7F: 3 clusters Score -229799.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -229881.984375 Penalty: 2432.602295
	Iteration 8Q: 3 clusters Score -229882 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -229924.203125 Penalty: 2432.602295
	Iteration 9Q: 3 clusters Score -229924.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -229958.203125 Penalty: 2432.602295
	Iteration 10Q: 3 clusters Score -229958.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -229993.078125 Penalty: 2432.602295
	Iteration 11Q: 3 clusters Score -229993.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -230029.015625 Penalty: 2432.602295
	Iteration 12Q: 3 clusters Score -230029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -230045.531250 Penalty: 2432.602295
	Iteration 13Q: 3 clusters Score -230045.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -230053.625000 Penalty: 2432.602295
	Iteration 14Q: 3 clusters Score -230053.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -230063.015625 Penalty: 2432.602295
	Iteration 15Q: 3 clusters Score -230063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -230069.578125 Penalty: 2432.602295
	Iteration 16Q: 3 clusters Score -230069.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -230075.968750 Penalty: 2432.602295
	Iteration 17Q: 3 clusters Score -230076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -230081.343750 Penalty: 2432.602295
	Iteration 18Q: 3 clusters Score -230081.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -230083.328125 Penalty: 2432.602295
	Iteration 19Q: 3 clusters Score -230083.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -230083.734375 Penalty: 2432.602295
	Iteration 20F: 3 clusters Score -230083.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -230083.843750 Penalty: 2432.602295
	Iteration 21Q: 3 clusters Score -230083.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -230083.843750 Penalty: 2432.602295
	Iteration 22F: 3 clusters Score -230083.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -110935.843750 Penalty: 1117.560547
	Iteration 0F: 2 clusters Score -110935.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -109541.148438 Penalty: 2235.121094
	Iteration 0F: 3 clusters Score -109541.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -109879.296875 Penalty: 2235.121094
	Iteration 1F: 3 clusters Score -109879.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -109992.640625 Penalty: 2235.121094
	Iteration 2F: 3 clusters Score -109992.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -110074.046875 Penalty: 2235.121094
	Iteration 3F: 3 clusters Score -110074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -110170.898438 Penalty: 2235.121094
	Iteration 4Q: 3 clusters Score -110170.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -110302.226562 Penalty: 2235.121094
	Iteration 5F: 3 clusters Score -110302.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -110441.445312 Penalty: 2235.121094
	Iteration 6F: 3 clusters Score -110441.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -110574.867188 Penalty: 2235.121094
	Iteration 7F: 3 clusters Score -110574.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -110709.101562 Penalty: 2235.121094
	Iteration 8F: 3 clusters Score -110709.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -110820.500000 Penalty: 2235.121094
	Iteration 9Q: 3 clusters Score -110820.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -110885.250000 Penalty: 2235.121094
	Iteration 10Q: 3 clusters Score -110885.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -110909.585938 Penalty: 2235.121094
	Iteration 11Q: 3 clusters Score -110909.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -110915.304688 Penalty: 2235.121094
	Iteration 12Q: 3 clusters Score -110915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -110918.078125 Penalty: 2235.121094
	Iteration 13Q: 3 clusters Score -110918.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -110920.812500 Penalty: 2235.121094
	Iteration 14Q: 3 clusters Score -110920.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110921.734375 Penalty: 2235.121094
	Iteration 15Q: 3 clusters Score -110921.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110921.734375 Penalty: 2235.121094
	Iteration 16F: 3 clusters Score -110921.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Entering Unmasked Estep 
Score: -276248.531250 Penalty: 1256.581299
	Iteration 0F: 2 clusters Score -276248.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -274017.093750 Penalty: 2513.162598
	Iteration 0F: 3 clusters Score -274017.1 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -274647.312500 Penalty: 2513.162598
	Iteration 1F: 3 clusters Score -274647.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -274991.250000 Penalty: 2513.162598
	Iteration 2F: 3 clusters Score -274991.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -275361.218750 Penalty: 2513.162598
	Iteration 3F: 3 clusters Score -275361.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -275659.531250 Penalty: 2513.162598
	Iteration 4F: 3 clusters Score -275659.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -275913.375000 Penalty: 2513.162598
	Iteration 5F: 3 clusters Score -275913.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -276077.093750 Penalty: 2513.162598
	Iteration 6F: 3 clusters Score -276077.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -276243.718750 Penalty: 2513.162598
	Iteration 7F: 3 clusters Score -276243.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -276341.500000 Penalty: 2513.162598
	Iteration 8Q: 3 clusters Score -276341.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -276380.062500 Penalty: 2513.162598
	Iteration 9Q: 3 clusters Score -276380.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -276397.718750 Penalty: 2513.162598
	Iteration 10Q: 3 clusters Score -276397.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -276410.125000 Penalty: 2513.162598
	Iteration 11Q: 3 clusters Score -276410.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -276414.125000 Penalty: 2513.162598
	Iteration 12Q: 3 clusters Score -276414.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -276414.468750 Penalty: 2513.162598
	Iteration 13Q: 3 clusters Score -276414.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -276414.468750 Penalty: 2513.162598
	Iteration 14F: 3 clusters Score -276414.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 20096 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 915 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 14882 members 
Mstep: Class 31 contains 15285 members 
Mstep: Class 32 contains 2690 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 3473 members 
Mstep: Class 38 contains 3266 members 
Mstep: Class 39 contains 14455 members 
Mstep: Class 40 contains 8928 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 6114 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 2316 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 6949 members 
Mstep: Class 51 contains 21555 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 1076 members 
Mstep: Class 57 contains 5104 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 20515 members 
Mstep: Class 67 contains 2054 members 
Mstep: Class 68 contains 9402 members 
Mstep: Class 69 contains 605 members 
Mstep: Class 70 contains 23218 members 
Mstep: Class 71 contains 22720 members 
Mstep: Class 72 contains 1730 members 
Mstep: Class 73 contains 2524 members 
Mstep: Class 74 contains 3453 members 
Mstep: Class 75 contains 3797 members 
Mstep: Class 76 contains 10359 members 
Mstep: Class 77 contains 637 members 
Mstep: Class 78 contains 8270 members 
Mstep: Class 79 contains 20366 members 
Mstep: Class 80 contains 8186 members 
Mstep: Class 81 contains 24440 members 
Mstep: Class 82 contains 1206 members 
Entering Unmasked Estep 
Score: -85884640.000000 Penalty: 177314.812500
Splitting cluster 56 changes total score from -85850720.000000 to -85884640.000000
So it's getting split into cluster 82.
Entering ConstructFrom: 
Trying to split cluster 57 (5104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Entering Unmasked Estep 
Score: -727249.687500 Penalty: 1387.389160
	Iteration 0F: 2 clusters Score -727249.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -723236.937500 Penalty: 2774.778320
	Iteration 0F: 3 clusters Score -723236.9 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -724444.062500 Penalty: 2774.778320
	Iteration 1F: 3 clusters Score -724444.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -724801.187500 Penalty: 2774.778320
	Iteration 2F: 3 clusters Score -724801.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -725265.125000 Penalty: 2774.778320
	Iteration 3F: 3 clusters Score -725265.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -725933.000000 Penalty: 2774.778320
	Iteration 4F: 3 clusters Score -725933 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -726521.187500 Penalty: 2774.778320
	Iteration 5F: 3 clusters Score -726521.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -726900.750000 Penalty: 2774.778320
	Iteration 6F: 3 clusters Score -726900.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -727082.062500 Penalty: 2774.778320
	Iteration 7Q: 3 clusters Score -727082.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -727181.750000 Penalty: 2774.778320
	Iteration 8Q: 3 clusters Score -727181.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -727238.812500 Penalty: 2774.778320
	Iteration 9Q: 3 clusters Score -727238.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -727271.437500 Penalty: 2774.778320
	Iteration 10Q: 3 clusters Score -727271.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -727295.187500 Penalty: 2774.778320
	Iteration 11Q: 3 clusters Score -727295.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -727309.187500 Penalty: 2774.778320
	Iteration 12Q: 3 clusters Score -727309.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -727320.875000 Penalty: 2774.778320
	Iteration 13Q: 3 clusters Score -727320.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -727329.187500 Penalty: 2774.778320
	Iteration 14Q: 3 clusters Score -727329.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -727337.625000 Penalty: 2774.778320
	Iteration 15Q: 3 clusters Score -727337.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -727344.687500 Penalty: 2774.778320
	Iteration 16Q: 3 clusters Score -727344.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -727349.750000 Penalty: 2774.778320
	Iteration 17Q: 3 clusters Score -727349.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -727352.187500 Penalty: 2774.778320
	Iteration 18Q: 3 clusters Score -727352.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -727355.250000 Penalty: 2774.778320
	Iteration 19Q: 3 clusters Score -727355.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -727357.250000 Penalty: 2774.778320
	Iteration 20F: 3 clusters Score -727357.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -727357.000000 Penalty: 2774.778320
	Iteration 21Q: 3 clusters Score -727357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -727362.437500 Penalty: 2774.778320
	Iteration 22Q: 3 clusters Score -727362.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -727362.437500 Penalty: 2774.778320
	Iteration 23Q: 3 clusters Score -727362.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -727365.250000 Penalty: 2774.778320
	Iteration 24Q: 3 clusters Score -727365.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -727367.375000 Penalty: 2774.778320
	Iteration 25Q: 3 clusters Score -727367.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -727368.562500 Penalty: 2774.778320
	Iteration 26Q: 3 clusters Score -727368.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -727370.437500 Penalty: 2774.778320
	Iteration 27Q: 3 clusters Score -727370.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -727371.562500 Penalty: 2774.778320
	Iteration 28Q: 3 clusters Score -727371.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -727371.562500 Penalty: 2774.778320
	Iteration 29Q: 3 clusters Score -727371.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -727371.562500 Penalty: 2774.778320
	Iteration 30F: 3 clusters Score -727371.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 20096 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 915 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 14882 members 
Mstep: Class 31 contains 15285 members 
Mstep: Class 32 contains 2690 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 3473 members 
Mstep: Class 38 contains 3266 members 
Mstep: Class 39 contains 14455 members 
Mstep: Class 40 contains 8928 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 6114 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 2316 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 6949 members 
Mstep: Class 51 contains 21555 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 1076 members 
Mstep: Class 57 contains 3262 members 
Mstep: Class 58 contains 1609 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 20515 members 
Mstep: Class 67 contains 2054 members 
Mstep: Class 68 contains 9402 members 
Mstep: Class 69 contains 605 members 
Mstep: Class 70 contains 23218 members 
Mstep: Class 71 contains 22720 members 
Mstep: Class 72 contains 1730 members 
Mstep: Class 73 contains 2524 members 
Mstep: Class 74 contains 3453 members 
Mstep: Class 75 contains 3797 members 
Mstep: Class 76 contains 10359 members 
Mstep: Class 77 contains 637 members 
Mstep: Class 78 contains 8270 members 
Mstep: Class 79 contains 20366 members 
Mstep: Class 80 contains 8186 members 
Mstep: Class 81 contains 24440 members 
Mstep: Class 82 contains 1206 members 
Mstep: Class 83 contains 1842 members 
Entering Unmasked Estep 
Score: -85883824.000000 Penalty: 179477.187500
Splitting cluster 57 changes total score from -85850720.000000 to -85883824.000000
So it's getting split into cluster 83.
Entering ConstructFrom: 
Trying to split cluster 58 (1609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Entering Unmasked Estep 
Score: -202292.781250 Penalty: 1199.797363
	Iteration 0F: 2 clusters Score -202292.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -200492.718750 Penalty: 2399.594727
	Iteration 0F: 3 clusters Score -200492.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -200924.687500 Penalty: 2399.594727
	Iteration 1F: 3 clusters Score -200924.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -201088.859375 Penalty: 2399.594727
	Iteration 2F: 3 clusters Score -201088.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -201237.296875 Penalty: 2399.594727
	Iteration 3F: 3 clusters Score -201237.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -201407.703125 Penalty: 2399.594727
	Iteration 4F: 3 clusters Score -201407.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -201619.953125 Penalty: 2399.594727
	Iteration 5F: 3 clusters Score -201620 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -201866.921875 Penalty: 2399.594727
	Iteration 6F: 3 clusters Score -201866.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -202117.593750 Penalty: 2399.594727
	Iteration 7F: 3 clusters Score -202117.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -202319.390625 Penalty: 2399.594727
	Iteration 8F: 3 clusters Score -202319.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -202484.484375 Penalty: 2399.594727
	Iteration 9Q: 3 clusters Score -202484.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -202591.640625 Penalty: 2399.594727
	Iteration 10Q: 3 clusters Score -202591.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -202695.125000 Penalty: 2399.594727
	Iteration 11Q: 3 clusters Score -202695.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -202791.109375 Penalty: 2399.594727
	Iteration 12Q: 3 clusters Score -202791.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -202860.031250 Penalty: 2399.594727
	Iteration 13Q: 3 clusters Score -202860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -202921.687500 Penalty: 2399.594727
	Iteration 14Q: 3 clusters Score -202921.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -202991.265625 Penalty: 2399.594727
	Iteration 15Q: 3 clusters Score -202991.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -203029.328125 Penalty: 2399.594727
	Iteration 16Q: 3 clusters Score -203029.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -203066.812500 Penalty: 2399.594727
	Iteration 17Q: 3 clusters Score -203066.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -203089.062500 Penalty: 2399.594727
	Iteration 18Q: 3 clusters Score -203089.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -203108.718750 Penalty: 2399.594727
	Iteration 19Q: 3 clusters Score -203108.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -203129.062500 Penalty: 2399.594727
	Iteration 20F: 3 clusters Score -203129.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -203137.218750 Penalty: 2399.594727
	Iteration 21Q: 3 clusters Score -203137.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -203145.156250 Penalty: 2399.594727
	Iteration 22Q: 3 clusters Score -203145.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -203147.562500 Penalty: 2399.594727
	Iteration 23Q: 3 clusters Score -203147.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -203150.625000 Penalty: 2399.594727
	Iteration 24Q: 3 clusters Score -203150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -203153.312500 Penalty: 2399.594727
	Iteration 25Q: 3 clusters Score -203153.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -203156.484375 Penalty: 2399.594727
	Iteration 26Q: 3 clusters Score -203156.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -203156.484375 Penalty: 2399.594727
	Iteration 27F: 3 clusters Score -203156.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 20096 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 915 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 14882 members 
Mstep: Class 31 contains 15285 members 
Mstep: Class 32 contains 2690 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 3473 members 
Mstep: Class 38 contains 3266 members 
Mstep: Class 39 contains 14455 members 
Mstep: Class 40 contains 8928 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 6114 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 2316 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 6949 members 
Mstep: Class 51 contains 21555 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 1076 members 
Mstep: Class 57 contains 3262 members 
Mstep: Class 58 contains 495 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 36792 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 20515 members 
Mstep: Class 67 contains 2054 members 
Mstep: Class 68 contains 9402 members 
Mstep: Class 69 contains 605 members 
Mstep: Class 70 contains 23218 members 
Mstep: Class 71 contains 22720 members 
Mstep: Class 72 contains 1730 members 
Mstep: Class 73 contains 2524 members 
Mstep: Class 74 contains 3453 members 
Mstep: Class 75 contains 3797 members 
Mstep: Class 76 contains 10359 members 
Mstep: Class 77 contains 637 members 
Mstep: Class 78 contains 8270 members 
Mstep: Class 79 contains 20366 members 
Mstep: Class 80 contains 8186 members 
Mstep: Class 81 contains 24440 members 
Mstep: Class 82 contains 1206 members 
Mstep: Class 83 contains 1842 members 
Mstep: Class 84 contains 1114 members 
Entering Unmasked Estep 
Score: -85883512.000000 Penalty: 181639.562500
Splitting cluster 58 changes total score from -85850720.000000 to -85883512.000000
So it's getting split into cluster 84.
Entering ConstructFrom: 
Trying to split cluster 59 (1452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Entering Unmasked Estep 
Score: -200358.578125 Penalty: 1183.113281
	Iteration 0F: 2 clusters Score -200358.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -198656.687500 Penalty: 2366.226562
	Iteration 0F: 3 clusters Score -198656.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -199175.140625 Penalty: 2366.226562
	Iteration 1F: 3 clusters Score -199175.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -199440.593750 Penalty: 2366.226562
	Iteration 2F: 3 clusters Score -199440.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -199648.250000 Penalty: 2366.226562
	Iteration 3F: 3 clusters Score -199648.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -199783.250000 Penalty: 2366.226562
	Iteration 4F: 3 clusters Score -199783.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -199928.875000 Penalty: 2366.226562
	Iteration 5F: 3 clusters Score -199928.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -200001.765625 Penalty: 2366.226562
	Iteration 6Q: 3 clusters Score -200001.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -200043.718750 Penalty: 2366.226562
	Iteration 7Q: 3 clusters Score -200043.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -200067.109375 Penalty: 2366.226562
	Iteration 8Q: 3 clusters Score -200067.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -200081.421875 Penalty: 2366.226562
	Iteration 9Q: 3 clusters Score -200081.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -200094.062500 Penalty: 2366.226562
	Iteration 10Q: 3 clusters Score -200094.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -200099.718750 Penalty: 2366.226562
	Iteration 11Q: 3 clusters Score -200099.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -200102.562500 Penalty: 2366.226562
	Iteration 12Q: 3 clusters Score -200102.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -200102.890625 Penalty: 2366.226562
	Iteration 13Q: 3 clusters Score -200102.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -200102.890625 Penalty: 2366.226562
	Iteration 14F: 3 clusters Score -200102.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (36792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Entering Unmasked Estep 
Score: -5581297.000000 Penalty: 1708.368286
	Iteration 0F: 2 clusters Score -5581297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -5568133.000000 Penalty: 3416.736572
	Iteration 0F: 3 clusters Score -5568133 nChanged 17224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -5577733.500000 Penalty: 3416.736572
	Iteration 1F: 3 clusters Score -5577734 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -5578246.000000 Penalty: 3416.736572
	Iteration 2Q: 3 clusters Score -5578246 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -5578799.000000 Penalty: 3416.736572
	Iteration 3Q: 3 clusters Score -5578799 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -5579441.500000 Penalty: 3416.736572
	Iteration 4Q: 3 clusters Score -5579442 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -5580147.500000 Penalty: 3416.736572
	Iteration 5F: 3 clusters Score -5580148 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -5581025.500000 Penalty: 3416.736572
	Iteration 6F: 3 clusters Score -5581026 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -5582030.500000 Penalty: 3416.736572
	Iteration 7F: 3 clusters Score -5582030 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -5583115.500000 Penalty: 3416.736572
	Iteration 8F: 3 clusters Score -5583116 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -5584166.500000 Penalty: 3416.736572
	Iteration 9F: 3 clusters Score -5584166 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -5584905.500000 Penalty: 3416.736572
	Iteration 10Q: 3 clusters Score -5584906 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -5585363.000000 Penalty: 3416.736572
	Iteration 11Q: 3 clusters Score -5585363 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -5585604.500000 Penalty: 3416.736572
	Iteration 12Q: 3 clusters Score -5585604 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -5585735.500000 Penalty: 3416.736572
	Iteration 13Q: 3 clusters Score -5585736 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -5585881.500000 Penalty: 3416.736572
	Iteration 14Q: 3 clusters Score -5585882 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -5585974.500000 Penalty: 3416.736572
	Iteration 15Q: 3 clusters Score -5585974 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -5586082.500000 Penalty: 3416.736572
	Iteration 16Q: 3 clusters Score -5586082 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -5586229.500000 Penalty: 3416.736572
	Iteration 17Q: 3 clusters Score -5586230 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -5586376.000000 Penalty: 3416.736572
	Iteration 18Q: 3 clusters Score -5586376 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -5586576.000000 Penalty: 3416.736572
	Iteration 19Q: 3 clusters Score -5586576 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -5586749.500000 Penalty: 3416.736572
	Iteration 20F: 3 clusters Score -5586750 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -5586939.500000 Penalty: 3416.736572
	Iteration 21Q: 3 clusters Score -5586940 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -5587159.000000 Penalty: 3416.736572
	Iteration 22Q: 3 clusters Score -5587159 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -5587313.500000 Penalty: 3416.736572
	Iteration 23Q: 3 clusters Score -5587314 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -5587481.000000 Penalty: 3416.736572
	Iteration 24Q: 3 clusters Score -5587481 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -5587616.500000 Penalty: 3416.736572
	Iteration 25Q: 3 clusters Score -5587616 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -5587766.000000 Penalty: 3416.736572
	Iteration 26Q: 3 clusters Score -5587766 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -5587917.500000 Penalty: 3416.736572
	Iteration 27Q: 3 clusters Score -5587918 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -5588104.000000 Penalty: 3416.736572
	Iteration 28Q: 3 clusters Score -5588104 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -5588243.000000 Penalty: 3416.736572
	Iteration 29Q: 3 clusters Score -5588243 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -5588350.500000 Penalty: 3416.736572
	Iteration 30Q: 3 clusters Score -5588350 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -5588423.500000 Penalty: 3416.736572
	Iteration 31Q: 3 clusters Score -5588424 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -5588484.000000 Penalty: 3416.736572
	Iteration 32Q: 3 clusters Score -5588484 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -5588553.000000 Penalty: 3416.736572
	Iteration 33Q: 3 clusters Score -5588553 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -5588597.500000 Penalty: 3416.736572
	Iteration 34Q: 3 clusters Score -5588598 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -5588623.500000 Penalty: 3416.736572
	Iteration 35Q: 3 clusters Score -5588624 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -5588665.000000 Penalty: 3416.736572
	Iteration 36Q: 3 clusters Score -5588665 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -5588710.500000 Penalty: 3416.736572
	Iteration 37Q: 3 clusters Score -5588710 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -5588777.500000 Penalty: 3416.736572
	Iteration 38Q: 3 clusters Score -5588778 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -5588816.000000 Penalty: 3416.736572
	Iteration 39Q: 3 clusters Score -5588816 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -5588869.000000 Penalty: 3416.736572
	Iteration 40F: 3 clusters Score -5588869 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -5588878.000000 Penalty: 3416.736572
	Iteration 41Q: 3 clusters Score -5588878 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -5588883.000000 Penalty: 3416.736572
	Iteration 42Q: 3 clusters Score -5588883 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -5588890.500000 Penalty: 3416.736572
	Iteration 43Q: 3 clusters Score -5588890 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -5588901.500000 Penalty: 3416.736572
	Iteration 44Q: 3 clusters Score -5588902 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -5588921.500000 Penalty: 3416.736572
	Iteration 45Q: 3 clusters Score -5588922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -5588927.500000 Penalty: 3416.736572
	Iteration 46Q: 3 clusters Score -5588928 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -5588949.000000 Penalty: 3416.736572
	Iteration 47Q: 3 clusters Score -5588949 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -5588976.000000 Penalty: 3416.736572
	Iteration 48Q: 3 clusters Score -5588976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -5588983.500000 Penalty: 3416.736572
	Iteration 49Q: 3 clusters Score -5588984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -5588977.500000 Penalty: 3416.736572
	Iteration 50Q: 3 clusters Score -5588978 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -5588977.000000 Penalty: 3416.736572
	Iteration 51Q: 3 clusters Score -5588977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -5588972.500000 Penalty: 3416.736572
	Iteration 52Q: 3 clusters Score -5588972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -5588970.000000 Penalty: 3416.736572
	Iteration 53Q: 3 clusters Score -5588970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -5588986.500000 Penalty: 3416.736572
	Iteration 54Q: 3 clusters Score -5588986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -5588978.000000 Penalty: 3416.736572
	Iteration 55Q: 3 clusters Score -5588978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -5588978.500000 Penalty: 3416.736572
	Iteration 56Q: 3 clusters Score -5588978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -5588986.000000 Penalty: 3416.736572
	Iteration 57Q: 3 clusters Score -5588986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -5588982.500000 Penalty: 3416.736572
	Iteration 58Q: 3 clusters Score -5588982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -5588997.500000 Penalty: 3416.736572
	Iteration 59Q: 3 clusters Score -5588998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -5588994.500000 Penalty: 3416.736572
	Iteration 60F: 3 clusters Score -5588994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -5588988.500000 Penalty: 3416.736572
	Iteration 61Q: 3 clusters Score -5588988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -5588986.500000 Penalty: 3416.736572
	Iteration 62Q: 3 clusters Score -5588986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -5588989.000000 Penalty: 3416.736572
	Iteration 63Q: 3 clusters Score -5588989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -5588993.500000 Penalty: 3416.736572
	Iteration 64Q: 3 clusters Score -5588994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -5588989.500000 Penalty: 3416.736572
	Iteration 65Q: 3 clusters Score -5588990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -5588990.500000 Penalty: 3416.736572
	Iteration 66Q: 3 clusters Score -5588990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -5588992.000000 Penalty: 3416.736572
	Iteration 67Q: 3 clusters Score -5588992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -5588989.500000 Penalty: 3416.736572
	Iteration 68Q: 3 clusters Score -5588990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -5588991.000000 Penalty: 3416.736572
	Iteration 69Q: 3 clusters Score -5588991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -5588999.500000 Penalty: 3416.736572
	Iteration 70Q: 3 clusters Score -5589000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -5589001.000000 Penalty: 3416.736572
	Iteration 71Q: 3 clusters Score -5589001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -5588995.500000 Penalty: 3416.736572
	Iteration 72Q: 3 clusters Score -5588996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -5589000.500000 Penalty: 3416.736572
	Iteration 73Q: 3 clusters Score -5589000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -5589000.000000 Penalty: 3416.736572
	Iteration 74Q: 3 clusters Score -5589000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -5589009.000000 Penalty: 3416.736572
	Iteration 75Q: 3 clusters Score -5589009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -5589007.000000 Penalty: 3416.736572
	Iteration 76Q: 3 clusters Score -5589007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -5589000.000000 Penalty: 3416.736572
	Iteration 77Q: 3 clusters Score -5589000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -5588997.000000 Penalty: 3416.736572
	Iteration 78Q: 3 clusters Score -5588997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -5589005.000000 Penalty: 3416.736572
	Iteration 79Q: 3 clusters Score -5589005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -5589005.000000 Penalty: 3416.736572
	Iteration 80F: 3 clusters Score -5589005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -5589000.000000 Penalty: 3416.736572
	Iteration 81Q: 3 clusters Score -5589000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -5589002.000000 Penalty: 3416.736572
	Iteration 82Q: 3 clusters Score -5589002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -5589007.000000 Penalty: 3416.736572
	Iteration 83Q: 3 clusters Score -5589007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -5589008.500000 Penalty: 3416.736572
	Iteration 84Q: 3 clusters Score -5589008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -5589012.000000 Penalty: 3416.736572
	Iteration 85Q: 3 clusters Score -5589012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -5589011.500000 Penalty: 3416.736572
	Iteration 86Q: 3 clusters Score -5589012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -5589011.000000 Penalty: 3416.736572
	Iteration 87Q: 3 clusters Score -5589011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -5589011.000000 Penalty: 3416.736572
	Iteration 88F: 3 clusters Score -5589011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 20096 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 915 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 14882 members 
Mstep: Class 31 contains 15285 members 
Mstep: Class 32 contains 2690 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 3473 members 
Mstep: Class 38 contains 3266 members 
Mstep: Class 39 contains 14455 members 
Mstep: Class 40 contains 8928 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 6114 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 2316 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 6949 members 
Mstep: Class 51 contains 21555 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 1076 members 
Mstep: Class 57 contains 3262 members 
Mstep: Class 58 contains 495 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 17560 members 
Mstep: Class 61 contains 21558 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 20515 members 
Mstep: Class 67 contains 2054 members 
Mstep: Class 68 contains 9402 members 
Mstep: Class 69 contains 605 members 
Mstep: Class 70 contains 23218 members 
Mstep: Class 71 contains 22720 members 
Mstep: Class 72 contains 1730 members 
Mstep: Class 73 contains 2524 members 
Mstep: Class 74 contains 3453 members 
Mstep: Class 75 contains 3797 members 
Mstep: Class 76 contains 10359 members 
Mstep: Class 77 contains 637 members 
Mstep: Class 78 contains 8270 members 
Mstep: Class 79 contains 20366 members 
Mstep: Class 80 contains 8186 members 
Mstep: Class 81 contains 24440 members 
Mstep: Class 82 contains 1206 members 
Mstep: Class 83 contains 1842 members 
Mstep: Class 84 contains 1114 members 
Mstep: Class 85 contains 19232 members 
Entering Unmasked Estep 
Score: -85890488.000000 Penalty: 183801.937500
Splitting cluster 60 changes total score from -85850720.000000 to -85890488.000000
So it's getting split into cluster 85.
Entering ConstructFrom: 
Trying to split cluster 61 (21558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Entering Unmasked Estep 
Score: -3256670.250000 Penalty: 1621.506592
	Iteration 0F: 2 clusters Score -3256670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3243755.750000 Penalty: 3243.013184
	Iteration 0F: 3 clusters Score -3243756 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -3249409.250000 Penalty: 3243.013184
	Iteration 1F: 3 clusters Score -3249409 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -3250544.000000 Penalty: 3243.013184
	Iteration 2F: 3 clusters Score -3250544 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -3252163.500000 Penalty: 3243.013184
	Iteration 3F: 3 clusters Score -3252164 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -3254157.000000 Penalty: 3243.013184
	Iteration 4F: 3 clusters Score -3254157 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -3256278.500000 Penalty: 3243.013184
	Iteration 5F: 3 clusters Score -3256278 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3258306.500000 Penalty: 3243.013184
	Iteration 6F: 3 clusters Score -3258306 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -3259911.500000 Penalty: 3243.013184
	Iteration 7F: 3 clusters Score -3259912 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -3260781.750000 Penalty: 3243.013184
	Iteration 8Q: 3 clusters Score -3260782 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -3261172.250000 Penalty: 3243.013184
	Iteration 9Q: 3 clusters Score -3261172 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -3261315.250000 Penalty: 3243.013184
	Iteration 10Q: 3 clusters Score -3261315 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -3261377.000000 Penalty: 3243.013184
	Iteration 11Q: 3 clusters Score -3261377 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -3261403.750000 Penalty: 3243.013184
	Iteration 12Q: 3 clusters Score -3261404 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -3261410.000000 Penalty: 3243.013184
	Iteration 13Q: 3 clusters Score -3261410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -3261426.000000 Penalty: 3243.013184
	Iteration 14Q: 3 clusters Score -3261426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -3261429.750000 Penalty: 3243.013184
	Iteration 15Q: 3 clusters Score -3261430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -3261439.250000 Penalty: 3243.013184
	Iteration 16Q: 3 clusters Score -3261439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -3261441.750000 Penalty: 3243.013184
	Iteration 17Q: 3 clusters Score -3261442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -3261447.000000 Penalty: 3243.013184
	Iteration 18Q: 3 clusters Score -3261447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -3261449.750000 Penalty: 3243.013184
	Iteration 19Q: 3 clusters Score -3261450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -3261449.250000 Penalty: 3243.013184
	Iteration 20F: 3 clusters Score -3261449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -3261448.000000 Penalty: 3243.013184
	Iteration 21Q: 3 clusters Score -3261448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3261448.000000 Penalty: 3243.013184
	Iteration 22Q: 3 clusters Score -3261448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3261448.000000 Penalty: 3243.013184
	Iteration 23F: 3 clusters Score -3261448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 20096 members 
Mstep: Class 22 contains 812 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 915 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 14882 members 
Mstep: Class 31 contains 15285 members 
Mstep: Class 32 contains 2690 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 3473 members 
Mstep: Class 38 contains 3266 members 
Mstep: Class 39 contains 14455 members 
Mstep: Class 40 contains 8928 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 6114 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 2316 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 6949 members 
Mstep: Class 51 contains 21555 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 1076 members 
Mstep: Class 57 contains 3262 members 
Mstep: Class 58 contains 495 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 17560 members 
Mstep: Class 61 contains 14455 members 
Mstep: Class 62 contains 7849 members 
Mstep: Class 63 contains 985 members 
Mstep: Class 64 contains 3356 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 20515 members 
Mstep: Class 67 contains 2054 members 
Mstep: Class 68 contains 9402 members 
Mstep: Class 69 contains 605 members 
Mstep: Class 70 contains 23218 members 
Mstep: Class 71 contains 22720 members 
Mstep: Class 72 contains 1730 members 
Mstep: Class 73 contains 2524 members 
Mstep: Class 74 contains 3453 members 
Mstep: Class 75 contains 3797 members 
Mstep: Class 76 contains 10359 members 
Mstep: Class 77 contains 637 members 
Mstep: Class 78 contains 8270 members 
Mstep: Class 79 contains 20366 members 
Mstep: Class 80 contains 8186 members 
Mstep: Class 81 contains 24440 members 
Mstep: Class 82 contains 1206 members 
Mstep: Class 83 contains 1842 members 
Mstep: Class 84 contains 1114 members 
Mstep: Class 85 contains 19232 members 
Mstep: Class 86 contains 7103 members 
Entering Unmasked Estep 
Score: -85895344.000000 Penalty: 185964.312500
Splitting cluster 61 changes total score from -85850720.000000 to -85895344.000000
So it's getting split into cluster 86.
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 1079 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19788 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 12036 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 4874 members 
Mstep: Class 21 contains 20096 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 915 members 
Mstep: Class 29 contains 358 members 
Mstep: Class 30 contains 14882 members 
Mstep: Class 31 contains 15285 members 
Mstep: Class 32 contains 2690 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 3473 members 
Mstep: Class 38 contains 3266 members 
Mstep: Class 39 contains 14455 members 
Mstep: Class 40 contains 8928 members 
Mstep: Class 41 contains 6887 members 
Mstep: Class 42 contains 3950 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 2809 members 
Mstep: Class 46 contains 6114 members 
Mstep: Class 47 contains 1782 members 
Mstep: Class 48 contains 2316 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 6949 members 
Mstep: Class 51 contains 21555 members 
Mstep: Class 52 contains 12648 members 
Mstep: Class 53 contains 8929 members 
Mstep: Class 54 contains 1781 members 
Mstep: Class 55 contains 970 members 
Mstep: Class 56 contains 1076 members 
Mstep: Class 57 contains 3262 members 
Mstep: Class 58 contains 495 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 17560 members 
Mstep: Class 61 contains 14455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85906896.000000 Penalty: 185964.312500
Iteration 119Q: 87 clusters Score -8.59069e+07 nChanged 16957
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1292 members 
Mstep: Class 3 contains 10009 members 
Mstep: Class 4 contains 12519 members 
Mstep: Class 5 contains 1706 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 1167 members 
Mstep: Class 8 contains 15988 members 
Mstep: Class 9 contains 19855 members 
Mstep: Class 10 contains 2759 members 
Mstep: Class 11 contains 2444 members 
Mstep: Class 12 contains 14427 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 2007 members 
Mstep: Class 16 contains 12220 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 24738 members 
Mstep: Class 19 contains 1026 members 
Mstep: Class 20 contains 3244 members 
Mstep: Class 21 contains 19479 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 9222 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 6773 members 
Mstep: Class 28 contains 925 members 
Mstep: Class 29 contains 357 members 
Mstep: Class 30 contains 15730 members 
Mstep: Class 31 contains 15907 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 10192 members 
Mstep: Class 35 contains 6523 members 
Mstep: Class 36 contains 1757 members 
Mstep: Class 37 contains 3469 members 
Mstep: Class 38 contains 3330 members 
Mstep: Class 39 contains 14924 members 
Mstep: Class 40 contains 9548 members 
Mstep: Class 41 contains 6881 members 
Mstep: Class 42 contains 3975 members 
Mstep: Class 43 contains 202 members 
Mstep: Class 44 contains 1634 members 
Mstep: Class 45 contains 2829 members 
Mstep: Class 46 contains 6116 members 
Mstep: Class 47 contains 1749 members 
Mstep: Class 48 contains 2340 members 
Mstep: Class 49 contains 15209 members 
Mstep: Class 50 contains 7275 members 
Mstep: Class 51 contains 22051 members 
Mstep: Class 52 contains 12316 members 
Mstep: Class 53 contains 8991 members 
Mstep: Class 54 contains 1765 members 
Mstep: Class 55 contains 983 members 
Mstep: Class 56 contains 1149 members 
Mstep: Class 57 contains 3587 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 1456 members 
Mstep: Class 60 contains 18619 members 
Mstep: Class 61 contains 14819 members 
Mstep: Class 62 contains 7763 members 
Mstep: Class 63 contains 947 members 
Mstep: Class 64 contains 3355 members 
Mstep: Class 65 contains 855 members 
Mstep: Class 66 contains 19708 members 
Mstep: Class 67 contains 2020 members 
Mstep: Class 68 contains 9395 members 
Mstep: Class 69 contains 611 members 
Mstep: Class 70 contains 22537 members 
Mstep: Class 71 contains 22840 members 
Mstep: Class 72 contains 1732 members 
Mstep: Class 73 contains 2560 members 
Mstep: Class 74 contains 3214 members 
Mstep: Class 75 contains 3771 members 
Mstep: Class 76 contains 9622 members 
Mstep: Class 77 contains 613 members 
Mstep: Class 78 contains 8060 members 
Mstep: Class 79 contains 20021 members 
Mstep: Class 80 contains 8093 members 
Mstep: Class 81 contains 23948 members 
Mstep: Class 82 contains 1178 members 
Mstep: Class 83 contains 1748 members 
Mstep: Class 84 contains 1085 members 
Mstep: Class 85 contains 19504 members 
Mstep: Class 86 contains 7007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85919720.000000 Penalty: 185964.312500
Iteration 120F: 87 clusters Score -8.591972e+07 nChanged 15229
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 9350 members 
Mstep: Class 4 contains 12400 members 
Mstep: Class 5 contains 1685 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 1194 members 
Mstep: Class 8 contains 15613 members 
Mstep: Class 9 contains 18597 members 
Mstep: Class 10 contains 2660 members 
Mstep: Class 11 contains 2376 members 
Mstep: Class 12 contains 14406 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 2009 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 12300 members 
Mstep: Class 17 contains 1250 members 
Mstep: Class 18 contains 24268 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 2174 members 
Mstep: Class 21 contains 19439 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 9016 members 
Mstep: Class 24 contains 3985 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 2067 members 
Mstep: Class 27 contains 6731 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 359 members 
Mstep: Class 30 contains 16231 members 
Mstep: Class 31 contains 16204 members 
Mstep: Class 32 contains 2654 members 
Mstep: Class 33 contains 2050 members 
Mstep: Class 34 contains 10181 members 
Mstep: Class 35 contains 6675 members 
Mstep: Class 36 contains 1706 members 
Mstep: Class 37 contains 3372 members 
Mstep: Class 38 contains 3251 members 
Mstep: Class 39 contains 15232 members 
Mstep: Class 40 contains 9685 members 
Mstep: Class 41 contains 6817 members 
Mstep: Class 42 contains 3754 members 
Mstep: Class 43 contains 203 members 
Mstep: Class 44 contains 1620 members 
Mstep: Class 45 contains 2757 members 
Mstep: Class 46 contains 6096 members 
Mstep: Class 47 contains 1744 members 
Mstep: Class 48 contains 2330 members 
Mstep: Class 49 contains 15001 members 
Mstep: Class 50 contains 7470 members 
Mstep: Class 51 contains 22026 members 
Mstep: Class 52 contains 11752 members 
Mstep: Class 53 contains 8745 members 
Mstep: Class 54 contains 1704 members 
Mstep: Class 55 contains 919 members 
Mstep: Class 56 contains 1167 members 
Mstep: Class 57 contains 3631 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 19463 members 
Mstep: Class 61 contains 14480 members 
Mstep: Class 62 contains 8568 members 
Mstep: Class 63 contains 1061 members 
Mstep: Class 64 contains 3568 members 
Mstep: Class 65 contains 920 members 
Mstep: Class 66 contains 19400 members 
Mstep: Class 67 contains 2243 members 
Mstep: Class 68 contains 9460 members 
Mstep: Class 69 contains 703 members 
Mstep: Class 70 contains 22654 members 
Mstep: Class 71 contains 23089 members 
Mstep: Class 72 contains 1821 members 
Mstep: Class 73 contains 2751 members 
Mstep: Class 74 contains 3126 members 
Mstep: Class 75 contains 4122 members 
Mstep: Class 76 contains 9907 members 
Mstep: Class 77 contains 649 members 
Mstep: Class 78 contains 7922 members 
Mstep: Class 79 contains 20249 members 
Mstep: Class 80 contains 8338 members 
Mstep: Class 81 contains 24330 members 
Mstep: Class 82 contains 1230 members 
Mstep: Class 83 contains 1809 members 
Mstep: Class 84 contains 1114 members 
Mstep: Class 85 contains 20112 members 
Mstep: Class 86 contains 7010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1754.325684 but Gain 2162.375000
Score: -85924752.000000 Penalty: 183801.937500
Iteration 121Q: 86 clusters Score -8.592475e+07 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 8909 members 
Mstep: Class 4 contains 12428 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 1142 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 15296 members 
Mstep: Class 9 contains 17933 members 
Mstep: Class 10 contains 2610 members 
Mstep: Class 11 contains 2366 members 
Mstep: Class 12 contains 14408 members 
Mstep: Class 13 contains 744 members 
Mstep: Class 14 contains 2083 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 12368 members 
Mstep: Class 17 contains 1306 members 
Mstep: Class 18 contains 23823 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 21 contains 19558 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 8898 members 
Mstep: Class 24 contains 3969 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 2041 members 
Mstep: Class 27 contains 6729 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 360 members 
Mstep: Class 30 contains 16876 members 
Mstep: Class 31 contains 16407 members 
Mstep: Class 32 contains 2657 members 
Mstep: Class 33 contains 2025 members 
Mstep: Class 34 contains 10180 members 
Mstep: Class 35 contains 6760 members 
Mstep: Class 36 contains 1684 members 
Mstep: Class 37 contains 3335 members 
Mstep: Class 38 contains 3223 members 
Mstep: Class 39 contains 15456 members 
Mstep: Class 40 contains 10121 members 
Mstep: Class 41 contains 6783 members 
Mstep: Class 42 contains 3665 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 1625 members 
Mstep: Class 45 contains 2711 members 
Mstep: Class 46 contains 6080 members 
Mstep: Class 47 contains 1748 members 
Mstep: Class 48 contains 2332 members 
Mstep: Class 49 contains 14872 members 
Mstep: Class 50 contains 7955 members 
Mstep: Class 51 contains 21872 members 
Mstep: Class 52 contains 11376 members 
Mstep: Class 53 contains 8594 members 
Mstep: Class 54 contains 1687 members 
Mstep: Class 55 contains 888 members 
Mstep: Class 56 contains 1176 members 
Mstep: Class 57 contains 3639 members 
Mstep: Class 58 contains 547 members 
Mstep: Class 59 contains 1457 members 
Mstep: Class 60 contains 20646 members 
Mstep: Class 61 contains 14410 members 
Mstep: Class 62 contains 8904 members 
Mstep: Class 63 contains 1109 members 
Mstep: Class 64 contains 3681 members 
Mstep: Class 65 contains 954 members 
Mstep: Class 66 contains 19121 members 
Mstep: Class 67 contains 2320 members 
Mstep: Class 68 contains 9540 members 
Mstep: Class 69 contains 720 members 
Mstep: Class 70 contains 22565 members 
Mstep: Class 71 contains 23288 members 
Mstep: Class 72 contains 1861 members 
Mstep: Class 73 contains 2865 members 
Mstep: Class 74 contains 3055 members 
Mstep: Class 75 contains 4428 members 
Mstep: Class 76 contains 10027 members 
Mstep: Class 77 contains 645 members 
Mstep: Class 78 contains 7811 members 
Mstep: Class 79 contains 20491 members 
Mstep: Class 80 contains 8535 members 
Mstep: Class 81 contains 24339 members 
Mstep: Class 82 contains 1248 members 
Mstep: Class 83 contains 1840 members 
Mstep: Class 84 contains 1124 members 
Mstep: Class 85 contains 20440 members 
Mstep: Class 86 contains 6996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85929752.000000 Penalty: 183801.937500
Iteration 122Q: 86 clusters Score -8.592975e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 8592 members 
Mstep: Class 4 contains 12493 members 
Mstep: Class 5 contains 1680 members 
Mstep: Class 6 contains 1173 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 14988 members 
Mstep: Class 9 contains 17487 members 
Mstep: Class 10 contains 2580 members 
Mstep: Class 11 contains 2361 members 
Mstep: Class 12 contains 14407 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 2111 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 12418 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 23420 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 21 contains 19693 members 
Mstep: Class 22 contains 1146 members 
Mstep: Class 23 contains 8840 members 
Mstep: Class 24 contains 3964 members 
Mstep: Class 25 contains 427 members 
Mstep: Class 26 contains 2022 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 893 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 17146 members 
Mstep: Class 31 contains 16614 members 
Mstep: Class 32 contains 2655 members 
Mstep: Class 33 contains 2006 members 
Mstep: Class 34 contains 10174 members 
Mstep: Class 35 contains 6828 members 
Mstep: Class 36 contains 1673 members 
Mstep: Class 37 contains 3320 members 
Mstep: Class 38 contains 3211 members 
Mstep: Class 39 contains 15622 members 
Mstep: Class 40 contains 10066 members 
Mstep: Class 41 contains 6758 members 
Mstep: Class 42 contains 3601 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1625 members 
Mstep: Class 45 contains 2677 members 
Mstep: Class 46 contains 6084 members 
Mstep: Class 47 contains 1748 members 
Mstep: Class 48 contains 2344 members 
Mstep: Class 49 contains 14810 members 
Mstep: Class 50 contains 8068 members 
Mstep: Class 51 contains 21746 members 
Mstep: Class 52 contains 11062 members 
Mstep: Class 53 contains 8492 members 
Mstep: Class 54 contains 1673 members 
Mstep: Class 55 contains 880 members 
Mstep: Class 56 contains 1194 members 
Mstep: Class 57 contains 3618 members 
Mstep: Class 58 contains 559 members 
Mstep: Class 59 contains 1452 members 
Mstep: Class 60 contains 21007 members 
Mstep: Class 61 contains 14449 members 
Mstep: Class 62 contains 9074 members 
Mstep: Class 63 contains 1132 members 
Mstep: Class 64 contains 3750 members 
Mstep: Class 65 contains 967 members 
Mstep: Class 66 contains 18865 members 
Mstep: Class 67 contains 2357 members 
Mstep: Class 68 contains 9633 members 
Mstep: Class 69 contains 722 members 
Mstep: Class 70 contains 22430 members 
Mstep: Class 71 contains 23409 members 
Mstep: Class 72 contains 1909 members 
Mstep: Class 73 contains 2930 members 
Mstep: Class 74 contains 3008 members 
Mstep: Class 75 contains 4761 members 
Mstep: Class 76 contains 10020 members 
Mstep: Class 77 contains 636 members 
Mstep: Class 78 contains 7713 members 
Mstep: Class 79 contains 20723 members 
Mstep: Class 80 contains 8658 members 
Mstep: Class 81 contains 24196 members 
Mstep: Class 82 contains 1257 members 
Mstep: Class 83 contains 1868 members 
Mstep: Class 84 contains 1131 members 
Mstep: Class 85 contains 20589 members 
Mstep: Class 86 contains 6982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85931304.000000 Penalty: 183801.937500
Iteration 123Q: 86 clusters Score -8.59313e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 8376 members 
Mstep: Class 4 contains 12568 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1204 members 
Mstep: Class 7 contains 1258 members 
Mstep: Class 8 contains 14723 members 
Mstep: Class 9 contains 17219 members 
Mstep: Class 10 contains 2547 members 
Mstep: Class 11 contains 2363 members 
Mstep: Class 12 contains 14404 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 2130 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 12442 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 23036 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 21 contains 19830 members 
Mstep: Class 22 contains 1200 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 3965 members 
Mstep: Class 25 contains 429 members 
Mstep: Class 26 contains 2002 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 884 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 17369 members 
Mstep: Class 31 contains 16817 members 
Mstep: Class 32 contains 2648 members 
Mstep: Class 33 contains 1996 members 
Mstep: Class 34 contains 10170 members 
Mstep: Class 35 contains 6894 members 
Mstep: Class 36 contains 1661 members 
Mstep: Class 37 contains 3303 members 
Mstep: Class 38 contains 3216 members 
Mstep: Class 39 contains 15743 members 
Mstep: Class 40 contains 10037 members 
Mstep: Class 41 contains 6748 members 
Mstep: Class 42 contains 3561 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1624 members 
Mstep: Class 45 contains 2651 members 
Mstep: Class 46 contains 6092 members 
Mstep: Class 47 contains 1762 members 
Mstep: Class 48 contains 2365 members 
Mstep: Class 49 contains 14773 members 
Mstep: Class 50 contains 8175 members 
Mstep: Class 51 contains 21626 members 
Mstep: Class 52 contains 10845 members 
Mstep: Class 53 contains 8387 members 
Mstep: Class 54 contains 1662 members 
Mstep: Class 55 contains 876 members 
Mstep: Class 56 contains 1207 members 
Mstep: Class 57 contains 3594 members 
Mstep: Class 58 contains 567 members 
Mstep: Class 59 contains 1456 members 
Mstep: Class 60 contains 21207 members 
Mstep: Class 61 contains 14552 members 
Mstep: Class 62 contains 9134 members 
Mstep: Class 63 contains 1158 members 
Mstep: Class 64 contains 3776 members 
Mstep: Class 65 contains 971 members 
Mstep: Class 66 contains 18618 members 
Mstep: Class 67 contains 2386 members 
Mstep: Class 68 contains 9722 members 
Mstep: Class 69 contains 723 members 
Mstep: Class 70 contains 22271 members 
Mstep: Class 71 contains 23498 members 
Mstep: Class 72 contains 1937 members 
Mstep: Class 73 contains 2986 members 
Mstep: Class 74 contains 2977 members 
Mstep: Class 75 contains 5076 members 
Mstep: Class 76 contains 10045 members 
Mstep: Class 77 contains 632 members 
Mstep: Class 78 contains 7635 members 
Mstep: Class 79 contains 20919 members 
Mstep: Class 80 contains 8757 members 
Mstep: Class 81 contains 23988 members 
Mstep: Class 82 contains 1272 members 
Mstep: Class 83 contains 1896 members 
Mstep: Class 84 contains 1132 members 
Mstep: Class 85 contains 20700 members 
Mstep: Class 86 contains 6971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932312.000000 Penalty: 183801.937500
Iteration 124Q: 86 clusters Score -8.593231e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 8205 members 
Mstep: Class 4 contains 12663 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 14510 members 
Mstep: Class 9 contains 17014 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 2367 members 
Mstep: Class 12 contains 14402 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 2148 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 12458 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 22726 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 21 contains 19976 members 
Mstep: Class 22 contains 1234 members 
Mstep: Class 23 contains 8701 members 
Mstep: Class 24 contains 3973 members 
Mstep: Class 25 contains 428 members 
Mstep: Class 26 contains 1991 members 
Mstep: Class 27 contains 6741 members 
Mstep: Class 28 contains 885 members 
Mstep: Class 29 contains 365 members 
Mstep: Class 30 contains 17537 members 
Mstep: Class 31 contains 17045 members 
Mstep: Class 32 contains 2642 members 
Mstep: Class 33 contains 1991 members 
Mstep: Class 34 contains 10156 members 
Mstep: Class 35 contains 6937 members 
Mstep: Class 36 contains 1654 members 
Mstep: Class 37 contains 3303 members 
Mstep: Class 38 contains 3224 members 
Mstep: Class 39 contains 15840 members 
Mstep: Class 40 contains 10019 members 
Mstep: Class 41 contains 6737 members 
Mstep: Class 42 contains 3532 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1622 members 
Mstep: Class 45 contains 2641 members 
Mstep: Class 46 contains 6094 members 
Mstep: Class 47 contains 1765 members 
Mstep: Class 48 contains 2392 members 
Mstep: Class 49 contains 14749 members 
Mstep: Class 50 contains 8269 members 
Mstep: Class 51 contains 21494 members 
Mstep: Class 52 contains 10708 members 
Mstep: Class 53 contains 8307 members 
Mstep: Class 54 contains 1651 members 
Mstep: Class 55 contains 869 members 
Mstep: Class 56 contains 1212 members 
Mstep: Class 57 contains 3571 members 
Mstep: Class 58 contains 571 members 
Mstep: Class 59 contains 1459 members 
Mstep: Class 60 contains 21303 members 
Mstep: Class 61 contains 14677 members 
Mstep: Class 62 contains 9158 members 
Mstep: Class 63 contains 1185 members 
Mstep: Class 64 contains 3787 members 
Mstep: Class 65 contains 977 members 
Mstep: Class 66 contains 18361 members 
Mstep: Class 67 contains 2413 members 
Mstep: Class 68 contains 9813 members 
Mstep: Class 69 contains 728 members 
Mstep: Class 70 contains 22137 members 
Mstep: Class 71 contains 23559 members 
Mstep: Class 72 contains 1948 members 
Mstep: Class 73 contains 3033 members 
Mstep: Class 74 contains 2946 members 
Mstep: Class 75 contains 5342 members 
Mstep: Class 76 contains 10086 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 7584 members 
Mstep: Class 79 contains 21052 members 
Mstep: Class 80 contains 8833 members 
Mstep: Class 81 contains 23743 members 
Mstep: Class 82 contains 1283 members 
Mstep: Class 83 contains 1924 members 
Mstep: Class 84 contains 1131 members 
Mstep: Class 85 contains 20810 members 
Mstep: Class 86 contains 6974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933616.000000 Penalty: 183801.937500
Iteration 125Q: 86 clusters Score -8.593362e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 8068 members 
Mstep: Class 4 contains 12743 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 1211 members 
Mstep: Class 7 contains 1288 members 
Mstep: Class 8 contains 14330 members 
Mstep: Class 9 contains 16876 members 
Mstep: Class 10 contains 2535 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 14402 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 2166 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 12472 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 22478 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 21 contains 20083 members 
Mstep: Class 22 contains 1253 members 
Mstep: Class 23 contains 8636 members 
Mstep: Class 24 contains 3968 members 
Mstep: Class 25 contains 427 members 
Mstep: Class 26 contains 1981 members 
Mstep: Class 27 contains 6736 members 
Mstep: Class 28 contains 887 members 
Mstep: Class 29 contains 366 members 
Mstep: Class 30 contains 17707 members 
Mstep: Class 31 contains 17244 members 
Mstep: Class 32 contains 2650 members 
Mstep: Class 33 contains 1980 members 
Mstep: Class 34 contains 10141 members 
Mstep: Class 35 contains 6970 members 
Mstep: Class 36 contains 1651 members 
Mstep: Class 37 contains 3313 members 
Mstep: Class 38 contains 3233 members 
Mstep: Class 39 contains 15924 members 
Mstep: Class 40 contains 9980 members 
Mstep: Class 41 contains 6732 members 
Mstep: Class 42 contains 3514 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1619 members 
Mstep: Class 45 contains 2633 members 
Mstep: Class 46 contains 6088 members 
Mstep: Class 47 contains 1762 members 
Mstep: Class 48 contains 2423 members 
Mstep: Class 49 contains 14727 members 
Mstep: Class 50 contains 8383 members 
Mstep: Class 51 contains 21389 members 
Mstep: Class 52 contains 10588 members 
Mstep: Class 53 contains 8246 members 
Mstep: Class 54 contains 1647 members 
Mstep: Class 55 contains 860 members 
Mstep: Class 56 contains 1224 members 
Mstep: Class 57 contains 3557 members 
Mstep: Class 58 contains 574 members 
Mstep: Class 59 contains 1459 members 
Mstep: Class 60 contains 21319 members 
Mstep: Class 61 contains 14778 members 
Mstep: Class 62 contains 9179 members 
Mstep: Class 63 contains 1198 members 
Mstep: Class 64 contains 3802 members 
Mstep: Class 65 contains 981 members 
Mstep: Class 66 contains 18154 members 
Mstep: Class 67 contains 2439 members 
Mstep: Class 68 contains 9924 members 
Mstep: Class 69 contains 730 members 
Mstep: Class 70 contains 22014 members 
Mstep: Class 71 contains 23607 members 
Mstep: Class 72 contains 1962 members 
Mstep: Class 73 contains 3058 members 
Mstep: Class 74 contains 2925 members 
Mstep: Class 75 contains 5579 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 7537 members 
Mstep: Class 79 contains 21128 members 
Mstep: Class 80 contains 8894 members 
Mstep: Class 81 contains 23502 members 
Mstep: Class 82 contains 1292 members 
Mstep: Class 83 contains 1948 members 
Mstep: Class 84 contains 1127 members 
Mstep: Class 85 contains 20926 members 
Mstep: Class 86 contains 6992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85934624.000000 Penalty: 183801.937500
Iteration 126Q: 86 clusters Score -8.593462e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7955 members 
Mstep: Class 4 contains 12818 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 1212 members 
Mstep: Class 7 contains 1296 members 
Mstep: Class 8 contains 14199 members 
Mstep: Class 9 contains 16773 members 
Mstep: Class 10 contains 2526 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 14403 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2178 members 
Mstep: Class 15 contains 1936 members 
Mstep: Class 16 contains 12477 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 22278 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 21 contains 20162 members 
Mstep: Class 22 contains 1280 members 
Mstep: Class 23 contains 8587 members 
Mstep: Class 24 contains 3968 members 
Mstep: Class 25 contains 424 members 
Mstep: Class 26 contains 1975 members 
Mstep: Class 27 contains 6740 members 
Mstep: Class 28 contains 886 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 17837 members 
Mstep: Class 31 contains 17455 members 
Mstep: Class 32 contains 2651 members 
Mstep: Class 33 contains 1970 members 
Mstep: Class 34 contains 10125 members 
Mstep: Class 35 contains 7009 members 
Mstep: Class 36 contains 1650 members 
Mstep: Class 37 contains 3313 members 
Mstep: Class 38 contains 3237 members 
Mstep: Class 39 contains 15990 members 
Mstep: Class 40 contains 9941 members 
Mstep: Class 41 contains 6726 members 
Mstep: Class 42 contains 3499 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1616 members 
Mstep: Class 45 contains 2624 members 
Mstep: Class 46 contains 6082 members 
Mstep: Class 47 contains 1756 members 
Mstep: Class 48 contains 2447 members 
Mstep: Class 49 contains 14706 members 
Mstep: Class 50 contains 8482 members 
Mstep: Class 51 contains 21304 members 
Mstep: Class 52 contains 10507 members 
Mstep: Class 53 contains 8193 members 
Mstep: Class 54 contains 1651 members 
Mstep: Class 55 contains 859 members 
Mstep: Class 56 contains 1230 members 
Mstep: Class 57 contains 3533 members 
Mstep: Class 58 contains 575 members 
Mstep: Class 59 contains 1460 members 
Mstep: Class 60 contains 21293 members 
Mstep: Class 61 contains 14893 members 
Mstep: Class 62 contains 9186 members 
Mstep: Class 63 contains 1211 members 
Mstep: Class 64 contains 3817 members 
Mstep: Class 65 contains 986 members 
Mstep: Class 66 contains 17948 members 
Mstep: Class 67 contains 2460 members 
Mstep: Class 68 contains 10033 members 
Mstep: Class 69 contains 731 members 
Mstep: Class 70 contains 21929 members 
Mstep: Class 71 contains 23627 members 
Mstep: Class 72 contains 1974 members 
Mstep: Class 73 contains 3080 members 
Mstep: Class 74 contains 2913 members 
Mstep: Class 75 contains 5781 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 626 members 
Mstep: Class 78 contains 7506 members 
Mstep: Class 79 contains 21174 members 
Mstep: Class 80 contains 8949 members 
Mstep: Class 81 contains 23259 members 
Mstep: Class 82 contains 1296 members 
Mstep: Class 83 contains 1971 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 21035 members 
Mstep: Class 86 contains 7006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85935736.000000 Penalty: 183801.937500
Iteration 127Q: 86 clusters Score -8.593574e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7858 members 
Mstep: Class 4 contains 12885 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 14108 members 
Mstep: Class 9 contains 16710 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 2387 members 
Mstep: Class 12 contains 14403 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2187 members 
Mstep: Class 15 contains 1932 members 
Mstep: Class 16 contains 12478 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 18 contains 22112 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 21 contains 20227 members 
Mstep: Class 22 contains 1298 members 
Mstep: Class 23 contains 8554 members 
Mstep: Class 24 contains 3971 members 
Mstep: Class 25 contains 421 members 
Mstep: Class 26 contains 1973 members 
Mstep: Class 27 contains 6738 members 
Mstep: Class 28 contains 885 members 
Mstep: Class 29 contains 368 members 
Mstep: Class 30 contains 17969 members 
Mstep: Class 31 contains 17640 members 
Mstep: Class 32 contains 2653 members 
Mstep: Class 33 contains 1968 members 
Mstep: Class 34 contains 10122 members 
Mstep: Class 35 contains 7048 members 
Mstep: Class 36 contains 1646 members 
Mstep: Class 37 contains 3319 members 
Mstep: Class 38 contains 3237 members 
Mstep: Class 39 contains 16049 members 
Mstep: Class 40 contains 9900 members 
Mstep: Class 41 contains 6722 members 
Mstep: Class 42 contains 3492 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1616 members 
Mstep: Class 45 contains 2616 members 
Mstep: Class 46 contains 6086 members 
Mstep: Class 47 contains 1751 members 
Mstep: Class 48 contains 2470 members 
Mstep: Class 49 contains 14695 members 
Mstep: Class 50 contains 8556 members 
Mstep: Class 51 contains 21222 members 
Mstep: Class 52 contains 10451 members 
Mstep: Class 53 contains 8145 members 
Mstep: Class 54 contains 1645 members 
Mstep: Class 55 contains 856 members 
Mstep: Class 56 contains 1233 members 
Mstep: Class 57 contains 3527 members 
Mstep: Class 58 contains 577 members 
Mstep: Class 59 contains 1465 members 
Mstep: Class 60 contains 21210 members 
Mstep: Class 61 contains 14971 members 
Mstep: Class 62 contains 9165 members 
Mstep: Class 63 contains 1225 members 
Mstep: Class 64 contains 3829 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 17769 members 
Mstep: Class 67 contains 2466 members 
Mstep: Class 68 contains 10155 members 
Mstep: Class 69 contains 735 members 
Mstep: Class 70 contains 21850 members 
Mstep: Class 71 contains 23648 members 
Mstep: Class 72 contains 1980 members 
Mstep: Class 73 contains 3095 members 
Mstep: Class 74 contains 2912 members 
Mstep: Class 75 contains 5938 members 
Mstep: Class 76 contains 10085 members 
Mstep: Class 77 contains 625 members 
Mstep: Class 78 contains 7471 members 
Mstep: Class 79 contains 21184 members 
Mstep: Class 80 contains 8997 members 
Mstep: Class 81 contains 23054 members 
Mstep: Class 82 contains 1297 members 
Mstep: Class 83 contains 1983 members 
Mstep: Class 84 contains 1129 members 
Mstep: Class 85 contains 21157 members 
Mstep: Class 86 contains 7014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85936464.000000 Penalty: 183801.937500
Iteration 128Q: 86 clusters Score -8.593646e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7779 members 
Mstep: Class 4 contains 12958 members 
Mstep: Class 5 contains 1665 members 
Mstep: Class 6 contains 1215 members 
Mstep: Class 7 contains 1319 members 
Mstep: Class 8 contains 14096 members 
Mstep: Class 9 contains 16646 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 2394 members 
Mstep: Class 12 contains 14402 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2206 members 
Mstep: Class 15 contains 1927 members 
Mstep: Class 16 contains 12483 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 18 contains 21951 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 21 contains 20276 members 
Mstep: Class 22 contains 1315 members 
Mstep: Class 23 contains 8526 members 
Mstep: Class 24 contains 3973 members 
Mstep: Class 25 contains 420 members 
Mstep: Class 26 contains 1973 members 
Mstep: Class 27 contains 6736 members 
Mstep: Class 28 contains 885 members 
Mstep: Class 29 contains 369 members 
Mstep: Class 30 contains 18069 members 
Mstep: Class 31 contains 17803 members 
Mstep: Class 32 contains 2653 members 
Mstep: Class 33 contains 1968 members 
Mstep: Class 34 contains 10114 members 
Mstep: Class 35 contains 7071 members 
Mstep: Class 36 contains 1644 members 
Mstep: Class 37 contains 3325 members 
Mstep: Class 38 contains 3241 members 
Mstep: Class 39 contains 16097 members 
Mstep: Class 40 contains 9878 members 
Mstep: Class 41 contains 6719 members 
Mstep: Class 42 contains 3486 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1618 members 
Mstep: Class 45 contains 2610 members 
Mstep: Class 46 contains 6088 members 
Mstep: Class 47 contains 1752 members 
Mstep: Class 48 contains 2502 members 
Mstep: Class 49 contains 14671 members 
Mstep: Class 50 contains 8626 members 
Mstep: Class 51 contains 21135 members 
Mstep: Class 52 contains 10387 members 
Mstep: Class 53 contains 8105 members 
Mstep: Class 54 contains 1637 members 
Mstep: Class 55 contains 855 members 
Mstep: Class 56 contains 1234 members 
Mstep: Class 57 contains 3515 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 21130 members 
Mstep: Class 61 contains 15034 members 
Mstep: Class 62 contains 9129 members 
Mstep: Class 63 contains 1248 members 
Mstep: Class 64 contains 3828 members 
Mstep: Class 65 contains 987 members 
Mstep: Class 66 contains 17620 members 
Mstep: Class 67 contains 2476 members 
Mstep: Class 68 contains 10284 members 
Mstep: Class 69 contains 737 members 
Mstep: Class 70 contains 21763 members 
Mstep: Class 71 contains 23657 members 
Mstep: Class 72 contains 1983 members 
Mstep: Class 73 contains 3113 members 
Mstep: Class 74 contains 2905 members 
Mstep: Class 75 contains 6018 members 
Mstep: Class 76 contains 10076 members 
Mstep: Class 77 contains 627 members 
Mstep: Class 78 contains 7442 members 
Mstep: Class 79 contains 21191 members 
Mstep: Class 80 contains 9038 members 
Mstep: Class 81 contains 22875 members 
Mstep: Class 82 contains 1299 members 
Mstep: Class 83 contains 1998 members 
Mstep: Class 84 contains 1126 members 
Mstep: Class 85 contains 21311 members 
Mstep: Class 86 contains 7024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85936832.000000 Penalty: 183801.937500
Iteration 129Q: 86 clusters Score -8.593683e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7717 members 
Mstep: Class 4 contains 13016 members 
Mstep: Class 5 contains 1666 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 1331 members 
Mstep: Class 8 contains 14095 members 
Mstep: Class 9 contains 16593 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 12 contains 14402 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2221 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 12493 members 
Mstep: Class 17 contains 1484 members 
Mstep: Class 18 contains 21856 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 21 contains 20311 members 
Mstep: Class 22 contains 1333 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 3973 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 1971 members 
Mstep: Class 27 contains 6738 members 
Mstep: Class 28 contains 883 members 
Mstep: Class 29 contains 371 members 
Mstep: Class 30 contains 18115 members 
Mstep: Class 31 contains 17952 members 
Mstep: Class 32 contains 2648 members 
Mstep: Class 33 contains 1966 members 
Mstep: Class 34 contains 10109 members 
Mstep: Class 35 contains 7082 members 
Mstep: Class 36 contains 1643 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 3244 members 
Mstep: Class 39 contains 16112 members 
Mstep: Class 40 contains 9858 members 
Mstep: Class 41 contains 6718 members 
Mstep: Class 42 contains 3485 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1619 members 
Mstep: Class 45 contains 2603 members 
Mstep: Class 46 contains 6088 members 
Mstep: Class 47 contains 1749 members 
Mstep: Class 48 contains 2541 members 
Mstep: Class 49 contains 14656 members 
Mstep: Class 50 contains 8694 members 
Mstep: Class 51 contains 21048 members 
Mstep: Class 52 contains 10329 members 
Mstep: Class 53 contains 8068 members 
Mstep: Class 54 contains 1632 members 
Mstep: Class 55 contains 855 members 
Mstep: Class 56 contains 1237 members 
Mstep: Class 57 contains 3515 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 1469 members 
Mstep: Class 60 contains 21059 members 
Mstep: Class 61 contains 15069 members 
Mstep: Class 62 contains 9120 members 
Mstep: Class 63 contains 1256 members 
Mstep: Class 64 contains 3829 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 17483 members 
Mstep: Class 67 contains 2477 members 
Mstep: Class 68 contains 10404 members 
Mstep: Class 69 contains 740 members 
Mstep: Class 70 contains 21704 members 
Mstep: Class 71 contains 23651 members 
Mstep: Class 72 contains 1985 members 
Mstep: Class 73 contains 3134 members 
Mstep: Class 74 contains 2901 members 
Mstep: Class 75 contains 6076 members 
Mstep: Class 76 contains 10088 members 
Mstep: Class 77 contains 627 members 
Mstep: Class 78 contains 7423 members 
Mstep: Class 79 contains 21163 members 
Mstep: Class 80 contains 9071 members 
Mstep: Class 81 contains 22745 members 
Mstep: Class 82 contains 1298 members 
Mstep: Class 83 contains 2007 members 
Mstep: Class 84 contains 1126 members 
Mstep: Class 85 contains 21433 members 
Mstep: Class 86 contains 7037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85936976.000000 Penalty: 183801.937500
Iteration 130Q: 86 clusters Score -8.593698e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7657 members 
Mstep: Class 4 contains 13066 members 
Mstep: Class 5 contains 1665 members 
Mstep: Class 6 contains 1215 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 14108 members 
Mstep: Class 9 contains 16552 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 14401 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2224 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 21781 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 21 contains 20348 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 8485 members 
Mstep: Class 24 contains 3970 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 1971 members 
Mstep: Class 27 contains 6737 members 
Mstep: Class 28 contains 882 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18188 members 
Mstep: Class 31 contains 18078 members 
Mstep: Class 32 contains 2647 members 
Mstep: Class 33 contains 1967 members 
Mstep: Class 34 contains 10105 members 
Mstep: Class 35 contains 7103 members 
Mstep: Class 36 contains 1644 members 
Mstep: Class 37 contains 3335 members 
Mstep: Class 38 contains 3246 members 
Mstep: Class 39 contains 16115 members 
Mstep: Class 40 contains 9839 members 
Mstep: Class 41 contains 6715 members 
Mstep: Class 42 contains 3487 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1619 members 
Mstep: Class 45 contains 2599 members 
Mstep: Class 46 contains 6086 members 
Mstep: Class 47 contains 1749 members 
Mstep: Class 48 contains 2572 members 
Mstep: Class 49 contains 14650 members 
Mstep: Class 50 contains 8747 members 
Mstep: Class 51 contains 20946 members 
Mstep: Class 52 contains 10282 members 
Mstep: Class 53 contains 8043 members 
Mstep: Class 54 contains 1628 members 
Mstep: Class 55 contains 854 members 
Mstep: Class 56 contains 1237 members 
Mstep: Class 57 contains 3508 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 20989 members 
Mstep: Class 61 contains 15111 members 
Mstep: Class 62 contains 9106 members 
Mstep: Class 63 contains 1262 members 
Mstep: Class 64 contains 3828 members 
Mstep: Class 65 contains 993 members 
Mstep: Class 66 contains 17376 members 
Mstep: Class 67 contains 2484 members 
Mstep: Class 68 contains 10523 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21654 members 
Mstep: Class 71 contains 23642 members 
Mstep: Class 72 contains 1989 members 
Mstep: Class 73 contains 3144 members 
Mstep: Class 74 contains 2894 members 
Mstep: Class 75 contains 6121 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 628 members 
Mstep: Class 78 contains 7407 members 
Mstep: Class 79 contains 21144 members 
Mstep: Class 80 contains 9096 members 
Mstep: Class 81 contains 22630 members 
Mstep: Class 82 contains 1302 members 
Mstep: Class 83 contains 2018 members 
Mstep: Class 84 contains 1123 members 
Mstep: Class 85 contains 21525 members 
Mstep: Class 86 contains 7049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85937656.000000 Penalty: 183801.937500
Iteration 131Q: 86 clusters Score -8.593766e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7611 members 
Mstep: Class 4 contains 13104 members 
Mstep: Class 5 contains 1665 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 14138 members 
Mstep: Class 9 contains 16538 members 
Mstep: Class 10 contains 2494 members 
Mstep: Class 11 contains 2395 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2231 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 16 contains 12494 members 
Mstep: Class 17 contains 1485 members 
Mstep: Class 18 contains 21701 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 21 contains 20390 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 8464 members 
Mstep: Class 24 contains 3970 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 1968 members 
Mstep: Class 27 contains 6736 members 
Mstep: Class 28 contains 884 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18231 members 
Mstep: Class 31 contains 18201 members 
Mstep: Class 32 contains 2646 members 
Mstep: Class 33 contains 1967 members 
Mstep: Class 34 contains 10103 members 
Mstep: Class 35 contains 7125 members 
Mstep: Class 36 contains 1642 members 
Mstep: Class 37 contains 3339 members 
Mstep: Class 38 contains 3247 members 
Mstep: Class 39 contains 16123 members 
Mstep: Class 40 contains 9815 members 
Mstep: Class 41 contains 6716 members 
Mstep: Class 42 contains 3483 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1620 members 
Mstep: Class 45 contains 2601 members 
Mstep: Class 46 contains 6079 members 
Mstep: Class 47 contains 1754 members 
Mstep: Class 48 contains 2595 members 
Mstep: Class 49 contains 14642 members 
Mstep: Class 50 contains 8797 members 
Mstep: Class 51 contains 20832 members 
Mstep: Class 52 contains 10232 members 
Mstep: Class 53 contains 8024 members 
Mstep: Class 54 contains 1628 members 
Mstep: Class 55 contains 854 members 
Mstep: Class 56 contains 1237 members 
Mstep: Class 57 contains 3498 members 
Mstep: Class 58 contains 577 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 20903 members 
Mstep: Class 61 contains 15152 members 
Mstep: Class 62 contains 9084 members 
Mstep: Class 63 contains 1267 members 
Mstep: Class 64 contains 3825 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 17283 members 
Mstep: Class 67 contains 2492 members 
Mstep: Class 68 contains 10642 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21613 members 
Mstep: Class 71 contains 23637 members 
Mstep: Class 72 contains 1994 members 
Mstep: Class 73 contains 3147 members 
Mstep: Class 74 contains 2890 members 
Mstep: Class 75 contains 6144 members 
Mstep: Class 76 contains 10121 members 
Mstep: Class 77 contains 629 members 
Mstep: Class 78 contains 7386 members 
Mstep: Class 79 contains 21139 members 
Mstep: Class 80 contains 9140 members 
Mstep: Class 81 contains 22526 members 
Mstep: Class 82 contains 1305 members 
Mstep: Class 83 contains 2032 members 
Mstep: Class 84 contains 1122 members 
Mstep: Class 85 contains 21609 members 
Mstep: Class 86 contains 7057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85937664.000000 Penalty: 183801.937500
Iteration 132Q: 86 clusters Score -8.593766e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7568 members 
Mstep: Class 4 contains 13136 members 
Mstep: Class 5 contains 1666 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 1361 members 
Mstep: Class 8 contains 14171 members 
Mstep: Class 9 contains 16520 members 
Mstep: Class 10 contains 2489 members 
Mstep: Class 11 contains 2389 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2242 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 12492 members 
Mstep: Class 17 contains 1484 members 
Mstep: Class 18 contains 21650 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 21 contains 20430 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 8438 members 
Mstep: Class 24 contains 3971 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 1962 members 
Mstep: Class 27 contains 6735 members 
Mstep: Class 28 contains 885 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18264 members 
Mstep: Class 31 contains 18325 members 
Mstep: Class 32 contains 2649 members 
Mstep: Class 33 contains 1966 members 
Mstep: Class 34 contains 10098 members 
Mstep: Class 35 contains 7151 members 
Mstep: Class 36 contains 1643 members 
Mstep: Class 37 contains 3343 members 
Mstep: Class 38 contains 3251 members 
Mstep: Class 39 contains 16138 members 
Mstep: Class 40 contains 9812 members 
Mstep: Class 41 contains 6715 members 
Mstep: Class 42 contains 3478 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1621 members 
Mstep: Class 45 contains 2600 members 
Mstep: Class 46 contains 6078 members 
Mstep: Class 47 contains 1759 members 
Mstep: Class 48 contains 2618 members 
Mstep: Class 49 contains 14634 members 
Mstep: Class 50 contains 8836 members 
Mstep: Class 51 contains 20723 members 
Mstep: Class 52 contains 10180 members 
Mstep: Class 53 contains 8006 members 
Mstep: Class 54 contains 1627 members 
Mstep: Class 55 contains 854 members 
Mstep: Class 56 contains 1239 members 
Mstep: Class 57 contains 3487 members 
Mstep: Class 58 contains 577 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 20791 members 
Mstep: Class 61 contains 15186 members 
Mstep: Class 62 contains 9066 members 
Mstep: Class 63 contains 1272 members 
Mstep: Class 64 contains 3820 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 17187 members 
Mstep: Class 67 contains 2496 members 
Mstep: Class 68 contains 10756 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21605 members 
Mstep: Class 71 contains 23636 members 
Mstep: Class 72 contains 1995 members 
Mstep: Class 73 contains 3145 members 
Mstep: Class 74 contains 2889 members 
Mstep: Class 75 contains 6151 members 
Mstep: Class 76 contains 10125 members 
Mstep: Class 77 contains 629 members 
Mstep: Class 78 contains 7369 members 
Mstep: Class 79 contains 21121 members 
Mstep: Class 80 contains 9189 members 
Mstep: Class 81 contains 22430 members 
Mstep: Class 82 contains 1310 members 
Mstep: Class 83 contains 2043 members 
Mstep: Class 84 contains 1123 members 
Mstep: Class 85 contains 21692 members 
Mstep: Class 86 contains 7070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85937408.000000 Penalty: 183801.937500
Iteration 133Q: 86 clusters Score -8.593741e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7530 members 
Mstep: Class 4 contains 13170 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 14210 members 
Mstep: Class 9 contains 16517 members 
Mstep: Class 10 contains 2474 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2244 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 12492 members 
Mstep: Class 17 contains 1493 members 
Mstep: Class 18 contains 21586 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 21 contains 20459 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 8424 members 
Mstep: Class 24 contains 3970 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 1960 members 
Mstep: Class 27 contains 6735 members 
Mstep: Class 28 contains 885 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18284 members 
Mstep: Class 31 contains 18425 members 
Mstep: Class 32 contains 2653 members 
Mstep: Class 33 contains 1966 members 
Mstep: Class 34 contains 10092 members 
Mstep: Class 35 contains 7175 members 
Mstep: Class 36 contains 1644 members 
Mstep: Class 37 contains 3351 members 
Mstep: Class 38 contains 3252 members 
Mstep: Class 39 contains 16157 members 
Mstep: Class 40 contains 9809 members 
Mstep: Class 41 contains 6716 members 
Mstep: Class 42 contains 3478 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1622 members 
Mstep: Class 45 contains 2600 members 
Mstep: Class 46 contains 6076 members 
Mstep: Class 47 contains 1762 members 
Mstep: Class 48 contains 2642 members 
Mstep: Class 49 contains 14619 members 
Mstep: Class 50 contains 8864 members 
Mstep: Class 51 contains 20640 members 
Mstep: Class 52 contains 10153 members 
Mstep: Class 53 contains 7985 members 
Mstep: Class 54 contains 1627 members 
Mstep: Class 55 contains 854 members 
Mstep: Class 56 contains 1239 members 
Mstep: Class 57 contains 3482 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 20674 members 
Mstep: Class 61 contains 15216 members 
Mstep: Class 62 contains 9042 members 
Mstep: Class 63 contains 1275 members 
Mstep: Class 64 contains 3818 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 17106 members 
Mstep: Class 67 contains 2503 members 
Mstep: Class 68 contains 10873 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21610 members 
Mstep: Class 71 contains 23633 members 
Mstep: Class 72 contains 1997 members 
Mstep: Class 73 contains 3147 members 
Mstep: Class 74 contains 2887 members 
Mstep: Class 75 contains 6161 members 
Mstep: Class 76 contains 10138 members 
Mstep: Class 77 contains 629 members 
Mstep: Class 78 contains 7355 members 
Mstep: Class 79 contains 21096 members 
Mstep: Class 80 contains 9224 members 
Mstep: Class 81 contains 22321 members 
Mstep: Class 82 contains 1313 members 
Mstep: Class 83 contains 2053 members 
Mstep: Class 84 contains 1124 members 
Mstep: Class 85 contains 21764 members 
Mstep: Class 86 contains 7079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85937832.000000 Penalty: 183801.937500
Iteration 134Q: 86 clusters Score -8.593783e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7490 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 14248 members 
Mstep: Class 9 contains 16506 members 
Mstep: Class 10 contains 2466 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 12482 members 
Mstep: Class 17 contains 1503 members 
Mstep: Class 18 contains 21525 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 21 contains 20481 members 
Mstep: Class 22 contains 1411 members 
Mstep: Class 23 contains 8417 members 
Mstep: Class 24 contains 3969 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 1959 members 
Mstep: Class 27 contains 6736 members 
Mstep: Class 28 contains 885 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18328 members 
Mstep: Class 31 contains 18524 members 
Mstep: Class 32 contains 2662 members 
Mstep: Class 33 contains 1968 members 
Mstep: Class 34 contains 10094 members 
Mstep: Class 35 contains 7196 members 
Mstep: Class 36 contains 1644 members 
Mstep: Class 37 contains 3354 members 
Mstep: Class 38 contains 3258 members 
Mstep: Class 39 contains 16163 members 
Mstep: Class 40 contains 9808 members 
Mstep: Class 41 contains 6718 members 
Mstep: Class 42 contains 3475 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1622 members 
Mstep: Class 45 contains 2599 members 
Mstep: Class 46 contains 6075 members 
Mstep: Class 47 contains 1762 members 
Mstep: Class 48 contains 2664 members 
Mstep: Class 49 contains 14615 members 
Mstep: Class 50 contains 8902 members 
Mstep: Class 51 contains 20556 members 
Mstep: Class 52 contains 10127 members 
Mstep: Class 53 contains 7966 members 
Mstep: Class 54 contains 1624 members 
Mstep: Class 55 contains 853 members 
Mstep: Class 56 contains 1240 members 
Mstep: Class 57 contains 3475 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 20574 members 
Mstep: Class 61 contains 15230 members 
Mstep: Class 62 contains 9013 members 
Mstep: Class 63 contains 1274 members 
Mstep: Class 64 contains 3811 members 
Mstep: Class 65 contains 999 members 
Mstep: Class 66 contains 17034 members 
Mstep: Class 67 contains 2507 members 
Mstep: Class 68 contains 10988 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21615 members 
Mstep: Class 71 contains 23623 members 
Mstep: Class 72 contains 1998 members 
Mstep: Class 73 contains 3151 members 
Mstep: Class 74 contains 2884 members 
Mstep: Class 75 contains 6166 members 
Mstep: Class 76 contains 10139 members 
Mstep: Class 77 contains 629 members 
Mstep: Class 78 contains 7342 members 
Mstep: Class 79 contains 21088 members 
Mstep: Class 80 contains 9245 members 
Mstep: Class 81 contains 22238 members 
Mstep: Class 82 contains 1315 members 
Mstep: Class 83 contains 2062 members 
Mstep: Class 84 contains 1124 members 
Mstep: Class 85 contains 21803 members 
Mstep: Class 86 contains 7092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85937992.000000 Penalty: 183801.937500
Iteration 135Q: 86 clusters Score -8.593799e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7456 members 
Mstep: Class 4 contains 13235 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 14278 members 
Mstep: Class 9 contains 16490 members 
Mstep: Class 10 contains 2462 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2255 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 12478 members 
Mstep: Class 17 contains 1511 members 
Mstep: Class 18 contains 21497 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 21 contains 20491 members 
Mstep: Class 22 contains 1428 members 
Mstep: Class 23 contains 8410 members 
Mstep: Class 24 contains 3966 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 1959 members 
Mstep: Class 27 contains 6739 members 
Mstep: Class 28 contains 885 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18392 members 
Mstep: Class 31 contains 18609 members 
Mstep: Class 32 contains 2667 members 
Mstep: Class 33 contains 1968 members 
Mstep: Class 34 contains 10096 members 
Mstep: Class 35 contains 7215 members 
Mstep: Class 36 contains 1643 members 
Mstep: Class 37 contains 3359 members 
Mstep: Class 38 contains 3259 members 
Mstep: Class 39 contains 16173 members 
Mstep: Class 40 contains 9799 members 
Mstep: Class 41 contains 6712 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1622 members 
Mstep: Class 45 contains 2598 members 
Mstep: Class 46 contains 6077 members 
Mstep: Class 47 contains 1759 members 
Mstep: Class 48 contains 2696 members 
Mstep: Class 49 contains 14613 members 
Mstep: Class 50 contains 8947 members 
Mstep: Class 51 contains 20468 members 
Mstep: Class 52 contains 10106 members 
Mstep: Class 53 contains 7939 members 
Mstep: Class 54 contains 1623 members 
Mstep: Class 55 contains 853 members 
Mstep: Class 56 contains 1241 members 
Mstep: Class 57 contains 3468 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 1469 members 
Mstep: Class 60 contains 20467 members 
Mstep: Class 61 contains 15238 members 
Mstep: Class 62 contains 8993 members 
Mstep: Class 63 contains 1274 members 
Mstep: Class 64 contains 3806 members 
Mstep: Class 65 contains 999 members 
Mstep: Class 66 contains 16973 members 
Mstep: Class 67 contains 2508 members 
Mstep: Class 68 contains 11117 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21639 members 
Mstep: Class 71 contains 23616 members 
Mstep: Class 72 contains 2000 members 
Mstep: Class 73 contains 3157 members 
Mstep: Class 74 contains 2885 members 
Mstep: Class 75 contains 6168 members 
Mstep: Class 76 contains 10141 members 
Mstep: Class 77 contains 629 members 
Mstep: Class 78 contains 7328 members 
Mstep: Class 79 contains 21044 members 
Mstep: Class 80 contains 9255 members 
Mstep: Class 81 contains 22158 members 
Mstep: Class 82 contains 1317 members 
Mstep: Class 83 contains 2070 members 
Mstep: Class 84 contains 1126 members 
Mstep: Class 85 contains 21826 members 
Mstep: Class 86 contains 7100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85938496.000000 Penalty: 183801.937500
Iteration 136Q: 86 clusters Score -8.59385e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7439 members 
Mstep: Class 4 contains 13267 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 1380 members 
Mstep: Class 8 contains 14301 members 
Mstep: Class 9 contains 16484 members 
Mstep: Class 10 contains 2453 members 
Mstep: Class 11 contains 2386 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2260 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 16 contains 12478 members 
Mstep: Class 17 contains 1515 members 
Mstep: Class 18 contains 21479 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 21 contains 20470 members 
Mstep: Class 22 contains 1442 members 
Mstep: Class 23 contains 8396 members 
Mstep: Class 24 contains 3964 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 1959 members 
Mstep: Class 27 contains 6738 members 
Mstep: Class 28 contains 884 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18441 members 
Mstep: Class 31 contains 18699 members 
Mstep: Class 32 contains 2671 members 
Mstep: Class 33 contains 1967 members 
Mstep: Class 34 contains 10086 members 
Mstep: Class 35 contains 7226 members 
Mstep: Class 36 contains 1644 members 
Mstep: Class 37 contains 3361 members 
Mstep: Class 38 contains 3260 members 
Mstep: Class 39 contains 16172 members 
Mstep: Class 40 contains 9798 members 
Mstep: Class 41 contains 6714 members 
Mstep: Class 42 contains 3467 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1622 members 
Mstep: Class 45 contains 2597 members 
Mstep: Class 46 contains 6081 members 
Mstep: Class 47 contains 1757 members 
Mstep: Class 48 contains 2718 members 
Mstep: Class 49 contains 14609 members 
Mstep: Class 50 contains 8986 members 
Mstep: Class 51 contains 20412 members 
Mstep: Class 52 contains 10091 members 
Mstep: Class 53 contains 7927 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 853 members 
Mstep: Class 56 contains 1239 members 
Mstep: Class 57 contains 3457 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 1469 members 
Mstep: Class 60 contains 20379 members 
Mstep: Class 61 contains 15244 members 
Mstep: Class 62 contains 8977 members 
Mstep: Class 63 contains 1277 members 
Mstep: Class 64 contains 3804 members 
Mstep: Class 65 contains 1000 members 
Mstep: Class 66 contains 16917 members 
Mstep: Class 67 contains 2510 members 
Mstep: Class 68 contains 11249 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21662 members 
Mstep: Class 71 contains 23590 members 
Mstep: Class 72 contains 2001 members 
Mstep: Class 73 contains 3158 members 
Mstep: Class 74 contains 2884 members 
Mstep: Class 75 contains 6170 members 
Mstep: Class 76 contains 10145 members 
Mstep: Class 77 contains 629 members 
Mstep: Class 78 contains 7318 members 
Mstep: Class 79 contains 21014 members 
Mstep: Class 80 contains 9265 members 
Mstep: Class 81 contains 22080 members 
Mstep: Class 82 contains 1318 members 
Mstep: Class 83 contains 2082 members 
Mstep: Class 84 contains 1126 members 
Mstep: Class 85 contains 21828 members 
Mstep: Class 86 contains 7113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85938672.000000 Penalty: 183801.937500
Iteration 137Q: 86 clusters Score -8.593867e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 13297 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 1383 members 
Mstep: Class 8 contains 14314 members 
Mstep: Class 9 contains 16474 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2263 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 12473 members 
Mstep: Class 17 contains 1522 members 
Mstep: Class 18 contains 21452 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 21 contains 20428 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 8383 members 
Mstep: Class 24 contains 3962 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 1957 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 884 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18488 members 
Mstep: Class 31 contains 18778 members 
Mstep: Class 32 contains 2675 members 
Mstep: Class 33 contains 1967 members 
Mstep: Class 34 contains 10077 members 
Mstep: Class 35 contains 7238 members 
Mstep: Class 36 contains 1645 members 
Mstep: Class 37 contains 3361 members 
Mstep: Class 38 contains 3260 members 
Mstep: Class 39 contains 16179 members 
Mstep: Class 40 contains 9791 members 
Mstep: Class 41 contains 6716 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1622 members 
Mstep: Class 45 contains 2598 members 
Mstep: Class 46 contains 6087 members 
Mstep: Class 47 contains 1756 members 
Mstep: Class 48 contains 2736 members 
Mstep: Class 49 contains 14603 members 
Mstep: Class 50 contains 9032 members 
Mstep: Class 51 contains 20366 members 
Mstep: Class 52 contains 10082 members 
Mstep: Class 53 contains 7915 members 
Mstep: Class 54 contains 1623 members 
Mstep: Class 55 contains 854 members 
Mstep: Class 56 contains 1237 members 
Mstep: Class 57 contains 3450 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 1469 members 
Mstep: Class 60 contains 20284 members 
Mstep: Class 61 contains 15257 members 
Mstep: Class 62 contains 8955 members 
Mstep: Class 63 contains 1277 members 
Mstep: Class 64 contains 3803 members 
Mstep: Class 65 contains 1000 members 
Mstep: Class 66 contains 16865 members 
Mstep: Class 67 contains 2513 members 
Mstep: Class 68 contains 11388 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21684 members 
Mstep: Class 71 contains 23567 members 
Mstep: Class 72 contains 2002 members 
Mstep: Class 73 contains 3163 members 
Mstep: Class 74 contains 2883 members 
Mstep: Class 75 contains 6168 members 
Mstep: Class 76 contains 10158 members 
Mstep: Class 77 contains 629 members 
Mstep: Class 78 contains 7308 members 
Mstep: Class 79 contains 21003 members 
Mstep: Class 80 contains 9274 members 
Mstep: Class 81 contains 21996 members 
Mstep: Class 82 contains 1320 members 
Mstep: Class 83 contains 2087 members 
Mstep: Class 84 contains 1127 members 
Mstep: Class 85 contains 21833 members 
Mstep: Class 86 contains 7130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85938768.000000 Penalty: 183801.937500
Iteration 138Q: 86 clusters Score -8.593877e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 13320 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 1383 members 
Mstep: Class 8 contains 14331 members 
Mstep: Class 9 contains 16467 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 2377 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2263 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 12472 members 
Mstep: Class 17 contains 1529 members 
Mstep: Class 18 contains 21409 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 21 contains 20378 members 
Mstep: Class 22 contains 1466 members 
Mstep: Class 23 contains 8379 members 
Mstep: Class 24 contains 3961 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 1957 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 885 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18524 members 
Mstep: Class 31 contains 18843 members 
Mstep: Class 32 contains 2680 members 
Mstep: Class 33 contains 1966 members 
Mstep: Class 34 contains 10071 members 
Mstep: Class 35 contains 7251 members 
Mstep: Class 36 contains 1643 members 
Mstep: Class 37 contains 3363 members 
Mstep: Class 38 contains 3258 members 
Mstep: Class 39 contains 16178 members 
Mstep: Class 40 contains 9792 members 
Mstep: Class 41 contains 6720 members 
Mstep: Class 42 contains 3456 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1621 members 
Mstep: Class 45 contains 2599 members 
Mstep: Class 46 contains 6098 members 
Mstep: Class 47 contains 1754 members 
Mstep: Class 48 contains 2756 members 
Mstep: Class 49 contains 14592 members 
Mstep: Class 50 contains 9076 members 
Mstep: Class 51 contains 20321 members 
Mstep: Class 52 contains 10074 members 
Mstep: Class 53 contains 7908 members 
Mstep: Class 54 contains 1624 members 
Mstep: Class 55 contains 853 members 
Mstep: Class 56 contains 1238 members 
Mstep: Class 57 contains 3435 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 1469 members 
Mstep: Class 60 contains 20180 members 
Mstep: Class 61 contains 15273 members 
Mstep: Class 62 contains 8934 members 
Mstep: Class 63 contains 1276 members 
Mstep: Class 64 contains 3805 members 
Mstep: Class 65 contains 1001 members 
Mstep: Class 66 contains 16824 members 
Mstep: Class 67 contains 2515 members 
Mstep: Class 68 contains 11526 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21704 members 
Mstep: Class 71 contains 23550 members 
Mstep: Class 72 contains 2001 members 
Mstep: Class 73 contains 3167 members 
Mstep: Class 74 contains 2884 members 
Mstep: Class 75 contains 6171 members 
Mstep: Class 76 contains 10155 members 
Mstep: Class 77 contains 629 members 
Mstep: Class 78 contains 7294 members 
Mstep: Class 79 contains 21006 members 
Mstep: Class 80 contains 9284 members 
Mstep: Class 81 contains 21919 members 
Mstep: Class 82 contains 1322 members 
Mstep: Class 83 contains 2102 members 
Mstep: Class 84 contains 1127 members 
Mstep: Class 85 contains 21859 members 
Mstep: Class 86 contains 7140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85939088.000000 Penalty: 183801.937500
Iteration 139Q: 86 clusters Score -8.593909e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7404 members 
Mstep: Class 4 contains 13345 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 14351 members 
Mstep: Class 9 contains 16453 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2265 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 12467 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 21370 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 20324 members 
Mstep: Class 22 contains 1477 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 3964 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 1956 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 885 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18538 members 
Mstep: Class 31 contains 18900 members 
Mstep: Class 32 contains 2687 members 
Mstep: Class 33 contains 1965 members 
Mstep: Class 34 contains 10065 members 
Mstep: Class 35 contains 7261 members 
Mstep: Class 36 contains 1643 members 
Mstep: Class 37 contains 3364 members 
Mstep: Class 38 contains 3258 members 
Mstep: Class 39 contains 16178 members 
Mstep: Class 40 contains 9795 members 
Mstep: Class 41 contains 6718 members 
Mstep: Class 42 contains 3456 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1621 members 
Mstep: Class 45 contains 2600 members 
Mstep: Class 46 contains 6106 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 2774 members 
Mstep: Class 49 contains 14584 members 
Mstep: Class 50 contains 9123 members 
Mstep: Class 51 contains 20272 members 
Mstep: Class 52 contains 10063 members 
Mstep: Class 53 contains 7903 members 
Mstep: Class 54 contains 1624 members 
Mstep: Class 55 contains 851 members 
Mstep: Class 56 contains 1238 members 
Mstep: Class 57 contains 3435 members 
Mstep: Class 58 contains 579 members 
Mstep: Class 59 contains 1469 members 
Mstep: Class 60 contains 20057 members 
Mstep: Class 61 contains 15294 members 
Mstep: Class 62 contains 8919 members 
Mstep: Class 63 contains 1277 members 
Mstep: Class 64 contains 3806 members 
Mstep: Class 65 contains 1002 members 
Mstep: Class 66 contains 16792 members 
Mstep: Class 67 contains 2522 members 
Mstep: Class 68 contains 11660 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21720 members 
Mstep: Class 71 contains 23536 members 
Mstep: Class 72 contains 2003 members 
Mstep: Class 73 contains 3168 members 
Mstep: Class 74 contains 2884 members 
Mstep: Class 75 contains 6172 members 
Mstep: Class 76 contains 10160 members 
Mstep: Class 77 contains 629 members 
Mstep: Class 78 contains 7281 members 
Mstep: Class 79 contains 21005 members 
Mstep: Class 80 contains 9297 members 
Mstep: Class 81 contains 21855 members 
Mstep: Class 82 contains 1322 members 
Mstep: Class 83 contains 2108 members 
Mstep: Class 84 contains 1127 members 
Mstep: Class 85 contains 21918 members 
Mstep: Class 86 contains 7143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85939456.000000 Penalty: 183801.937500
Iteration 140F: 86 clusters Score -8.593946e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7382 members 
Mstep: Class 4 contains 13369 members 
Mstep: Class 5 contains 1662 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 14230 members 
Mstep: Class 9 contains 16444 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 2374 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 12469 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 21345 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 20258 members 
Mstep: Class 22 contains 1490 members 
Mstep: Class 23 contains 8365 members 
Mstep: Class 24 contains 3967 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1956 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 876 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18570 members 
Mstep: Class 31 contains 18959 members 
Mstep: Class 32 contains 2694 members 
Mstep: Class 33 contains 1965 members 
Mstep: Class 34 contains 10062 members 
Mstep: Class 35 contains 7276 members 
Mstep: Class 36 contains 1639 members 
Mstep: Class 37 contains 3362 members 
Mstep: Class 38 contains 3258 members 
Mstep: Class 39 contains 16175 members 
Mstep: Class 40 contains 9803 members 
Mstep: Class 41 contains 6718 members 
Mstep: Class 42 contains 3456 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1620 members 
Mstep: Class 45 contains 2601 members 
Mstep: Class 46 contains 6109 members 
Mstep: Class 47 contains 1754 members 
Mstep: Class 48 contains 2790 members 
Mstep: Class 49 contains 14580 members 
Mstep: Class 50 contains 9180 members 
Mstep: Class 51 contains 20216 members 
Mstep: Class 52 contains 10052 members 
Mstep: Class 53 contains 7898 members 
Mstep: Class 54 contains 1623 members 
Mstep: Class 55 contains 850 members 
Mstep: Class 56 contains 1238 members 
Mstep: Class 57 contains 3428 members 
Mstep: Class 58 contains 579 members 
Mstep: Class 59 contains 1469 members 
Mstep: Class 60 contains 19940 members 
Mstep: Class 61 contains 15315 members 
Mstep: Class 62 contains 8906 members 
Mstep: Class 63 contains 1278 members 
Mstep: Class 64 contains 3804 members 
Mstep: Class 65 contains 1002 members 
Mstep: Class 66 contains 16754 members 
Mstep: Class 67 contains 2526 members 
Mstep: Class 68 contains 11792 members 
Mstep: Class 69 contains 739 members 
Mstep: Class 70 contains 21717 members 
Mstep: Class 71 contains 23522 members 
Mstep: Class 72 contains 2001 members 
Mstep: Class 73 contains 3169 members 
Mstep: Class 74 contains 2885 members 
Mstep: Class 75 contains 6304 members 
Mstep: Class 76 contains 10158 members 
Mstep: Class 77 contains 628 members 
Mstep: Class 78 contains 7269 members 
Mstep: Class 79 contains 21005 members 
Mstep: Class 80 contains 9303 members 
Mstep: Class 81 contains 21807 members 
Mstep: Class 82 contains 1322 members 
Mstep: Class 83 contains 2117 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 21961 members 
Mstep: Class 86 contains 7154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85939616.000000 Penalty: 183801.937500
Iteration 141Q: 86 clusters Score -8.593962e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7368 members 
Mstep: Class 4 contains 13389 members 
Mstep: Class 5 contains 1665 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 1399 members 
Mstep: Class 8 contains 14165 members 
Mstep: Class 9 contains 16429 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 14401 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2271 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 12469 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 18 contains 21306 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 20178 members 
Mstep: Class 22 contains 1502 members 
Mstep: Class 23 contains 8360 members 
Mstep: Class 24 contains 3970 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 1955 members 
Mstep: Class 27 contains 6750 members 
Mstep: Class 28 contains 868 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18584 members 
Mstep: Class 31 contains 19008 members 
Mstep: Class 32 contains 2699 members 
Mstep: Class 33 contains 1965 members 
Mstep: Class 34 contains 10061 members 
Mstep: Class 35 contains 7286 members 
Mstep: Class 36 contains 1631 members 
Mstep: Class 37 contains 3360 members 
Mstep: Class 38 contains 3259 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 9814 members 
Mstep: Class 41 contains 6716 members 
Mstep: Class 42 contains 3454 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1619 members 
Mstep: Class 45 contains 2599 members 
Mstep: Class 46 contains 6108 members 
Mstep: Class 47 contains 1754 members 
Mstep: Class 48 contains 2812 members 
Mstep: Class 49 contains 14581 members 
Mstep: Class 50 contains 9243 members 
Mstep: Class 51 contains 20170 members 
Mstep: Class 52 contains 10044 members 
Mstep: Class 53 contains 7889 members 
Mstep: Class 54 contains 1624 members 
Mstep: Class 55 contains 850 members 
Mstep: Class 56 contains 1239 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 579 members 
Mstep: Class 59 contains 1469 members 
Mstep: Class 60 contains 19817 members 
Mstep: Class 61 contains 15349 members 
Mstep: Class 62 contains 8886 members 
Mstep: Class 63 contains 1281 members 
Mstep: Class 64 contains 3805 members 
Mstep: Class 65 contains 1001 members 
Mstep: Class 66 contains 16717 members 
Mstep: Class 67 contains 2529 members 
Mstep: Class 68 contains 11939 members 
Mstep: Class 69 contains 738 members 
Mstep: Class 70 contains 21741 members 
Mstep: Class 71 contains 23517 members 
Mstep: Class 72 contains 2003 members 
Mstep: Class 73 contains 3169 members 
Mstep: Class 74 contains 2884 members 
Mstep: Class 75 contains 6407 members 
Mstep: Class 76 contains 10156 members 
Mstep: Class 77 contains 628 members 
Mstep: Class 78 contains 7259 members 
Mstep: Class 79 contains 20993 members 
Mstep: Class 80 contains 9313 members 
Mstep: Class 81 contains 21742 members 
Mstep: Class 82 contains 1322 members 
Mstep: Class 83 contains 2123 members 
Mstep: Class 84 contains 1131 members 
Mstep: Class 85 contains 21997 members 
Mstep: Class 86 contains 7162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940024.000000 Penalty: 183801.937500
Iteration 142Q: 86 clusters Score -8.594002e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 13404 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 1254 members 
Mstep: Class 7 contains 1402 members 
Mstep: Class 8 contains 14118 members 
Mstep: Class 9 contains 16414 members 
Mstep: Class 10 contains 2397 members 
Mstep: Class 11 contains 2373 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 12472 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 18 contains 21275 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 20114 members 
Mstep: Class 22 contains 1517 members 
Mstep: Class 23 contains 8356 members 
Mstep: Class 24 contains 3972 members 
Mstep: Class 25 contains 411 members 
Mstep: Class 26 contains 1953 members 
Mstep: Class 27 contains 6751 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18606 members 
Mstep: Class 31 contains 19061 members 
Mstep: Class 32 contains 2706 members 
Mstep: Class 33 contains 1961 members 
Mstep: Class 34 contains 10054 members 
Mstep: Class 35 contains 7299 members 
Mstep: Class 36 contains 1628 members 
Mstep: Class 37 contains 3361 members 
Mstep: Class 38 contains 3260 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 9816 members 
Mstep: Class 41 contains 6714 members 
Mstep: Class 42 contains 3454 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1619 members 
Mstep: Class 45 contains 2600 members 
Mstep: Class 46 contains 6110 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 2835 members 
Mstep: Class 49 contains 14584 members 
Mstep: Class 50 contains 9292 members 
Mstep: Class 51 contains 20131 members 
Mstep: Class 52 contains 10036 members 
Mstep: Class 53 contains 7879 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 849 members 
Mstep: Class 56 contains 1239 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 579 members 
Mstep: Class 59 contains 1469 members 
Mstep: Class 60 contains 19693 members 
Mstep: Class 61 contains 15373 members 
Mstep: Class 62 contains 8866 members 
Mstep: Class 63 contains 1295 members 
Mstep: Class 64 contains 3806 members 
Mstep: Class 65 contains 1001 members 
Mstep: Class 66 contains 16686 members 
Mstep: Class 67 contains 2531 members 
Mstep: Class 68 contains 12059 members 
Mstep: Class 69 contains 738 members 
Mstep: Class 70 contains 21765 members 
Mstep: Class 71 contains 23504 members 
Mstep: Class 72 contains 2000 members 
Mstep: Class 73 contains 3172 members 
Mstep: Class 74 contains 2881 members 
Mstep: Class 75 contains 6474 members 
Mstep: Class 76 contains 10146 members 
Mstep: Class 77 contains 627 members 
Mstep: Class 78 contains 7245 members 
Mstep: Class 79 contains 20978 members 
Mstep: Class 80 contains 9329 members 
Mstep: Class 81 contains 21683 members 
Mstep: Class 82 contains 1323 members 
Mstep: Class 83 contains 2130 members 
Mstep: Class 84 contains 1134 members 
Mstep: Class 85 contains 22045 members 
Mstep: Class 86 contains 7173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940224.000000 Penalty: 183801.937500
Iteration 143Q: 86 clusters Score -8.594022e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7355 members 
Mstep: Class 4 contains 13430 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 7 contains 1404 members 
Mstep: Class 8 contains 14107 members 
Mstep: Class 9 contains 16414 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1899 members 
Mstep: Class 16 contains 12474 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 21243 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 20040 members 
Mstep: Class 22 contains 1523 members 
Mstep: Class 23 contains 8350 members 
Mstep: Class 24 contains 3974 members 
Mstep: Class 25 contains 410 members 
Mstep: Class 26 contains 1954 members 
Mstep: Class 27 contains 6750 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18625 members 
Mstep: Class 31 contains 19126 members 
Mstep: Class 32 contains 2712 members 
Mstep: Class 33 contains 1959 members 
Mstep: Class 34 contains 10051 members 
Mstep: Class 35 contains 7307 members 
Mstep: Class 36 contains 1623 members 
Mstep: Class 37 contains 3361 members 
Mstep: Class 38 contains 3265 members 
Mstep: Class 39 contains 16177 members 
Mstep: Class 40 contains 9814 members 
Mstep: Class 41 contains 6711 members 
Mstep: Class 42 contains 3454 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1619 members 
Mstep: Class 45 contains 2599 members 
Mstep: Class 46 contains 6113 members 
Mstep: Class 47 contains 1752 members 
Mstep: Class 48 contains 2861 members 
Mstep: Class 49 contains 14586 members 
Mstep: Class 50 contains 9336 members 
Mstep: Class 51 contains 20090 members 
Mstep: Class 52 contains 10032 members 
Mstep: Class 53 contains 7872 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 847 members 
Mstep: Class 56 contains 1239 members 
Mstep: Class 57 contains 3422 members 
Mstep: Class 58 contains 580 members 
Mstep: Class 59 contains 1469 members 
Mstep: Class 60 contains 19582 members 
Mstep: Class 61 contains 15393 members 
Mstep: Class 62 contains 8830 members 
Mstep: Class 63 contains 1302 members 
Mstep: Class 64 contains 3807 members 
Mstep: Class 65 contains 1002 members 
Mstep: Class 66 contains 16656 members 
Mstep: Class 67 contains 2532 members 
Mstep: Class 68 contains 12185 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21775 members 
Mstep: Class 71 contains 23477 members 
Mstep: Class 72 contains 2005 members 
Mstep: Class 73 contains 3172 members 
Mstep: Class 74 contains 2879 members 
Mstep: Class 75 contains 6521 members 
Mstep: Class 76 contains 10137 members 
Mstep: Class 77 contains 626 members 
Mstep: Class 78 contains 7230 members 
Mstep: Class 79 contains 20948 members 
Mstep: Class 80 contains 9342 members 
Mstep: Class 81 contains 21635 members 
Mstep: Class 82 contains 1325 members 
Mstep: Class 83 contains 2136 members 
Mstep: Class 84 contains 1134 members 
Mstep: Class 85 contains 22089 members 
Mstep: Class 86 contains 7188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940736.000000 Penalty: 183801.937500
Iteration 144Q: 86 clusters Score -8.594074e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7343 members 
Mstep: Class 4 contains 13448 members 
Mstep: Class 5 contains 1660 members 
Mstep: Class 6 contains 1263 members 
Mstep: Class 7 contains 1409 members 
Mstep: Class 8 contains 14079 members 
Mstep: Class 9 contains 16418 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 2370 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2284 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 12474 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 21211 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19984 members 
Mstep: Class 22 contains 1536 members 
Mstep: Class 23 contains 8346 members 
Mstep: Class 24 contains 3980 members 
Mstep: Class 25 contains 410 members 
Mstep: Class 26 contains 1949 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18635 members 
Mstep: Class 31 contains 19189 members 
Mstep: Class 32 contains 2715 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 10047 members 
Mstep: Class 35 contains 7312 members 
Mstep: Class 36 contains 1622 members 
Mstep: Class 37 contains 3364 members 
Mstep: Class 38 contains 3269 members 
Mstep: Class 39 contains 16178 members 
Mstep: Class 40 contains 9812 members 
Mstep: Class 41 contains 6717 members 
Mstep: Class 42 contains 3455 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1619 members 
Mstep: Class 45 contains 2598 members 
Mstep: Class 46 contains 6116 members 
Mstep: Class 47 contains 1752 members 
Mstep: Class 48 contains 2879 members 
Mstep: Class 49 contains 14587 members 
Mstep: Class 50 contains 9380 members 
Mstep: Class 51 contains 20048 members 
Mstep: Class 52 contains 10023 members 
Mstep: Class 53 contains 7859 members 
Mstep: Class 54 contains 1615 members 
Mstep: Class 55 contains 847 members 
Mstep: Class 56 contains 1240 members 
Mstep: Class 57 contains 3411 members 
Mstep: Class 58 contains 580 members 
Mstep: Class 59 contains 1469 members 
Mstep: Class 60 contains 19495 members 
Mstep: Class 61 contains 15416 members 
Mstep: Class 62 contains 8812 members 
Mstep: Class 63 contains 1309 members 
Mstep: Class 64 contains 3806 members 
Mstep: Class 65 contains 1003 members 
Mstep: Class 66 contains 16622 members 
Mstep: Class 67 contains 2535 members 
Mstep: Class 68 contains 12289 members 
Mstep: Class 69 contains 743 members 
Mstep: Class 70 contains 21794 members 
Mstep: Class 71 contains 23454 members 
Mstep: Class 72 contains 2009 members 
Mstep: Class 73 contains 3175 members 
Mstep: Class 74 contains 2876 members 
Mstep: Class 75 contains 6566 members 
Mstep: Class 76 contains 10129 members 
Mstep: Class 77 contains 624 members 
Mstep: Class 78 contains 7219 members 
Mstep: Class 79 contains 20937 members 
Mstep: Class 80 contains 9358 members 
Mstep: Class 81 contains 21586 members 
Mstep: Class 82 contains 1328 members 
Mstep: Class 83 contains 2154 members 
Mstep: Class 84 contains 1133 members 
Mstep: Class 85 contains 22106 members 
Mstep: Class 86 contains 7204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940680.000000 Penalty: 183801.937500
Iteration 145Q: 86 clusters Score -8.594068e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7333 members 
Mstep: Class 4 contains 13471 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 14058 members 
Mstep: Class 9 contains 16416 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 2367 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2287 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 12481 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 21177 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19944 members 
Mstep: Class 22 contains 1547 members 
Mstep: Class 23 contains 8339 members 
Mstep: Class 24 contains 3981 members 
Mstep: Class 25 contains 410 members 
Mstep: Class 26 contains 1947 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 856 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18654 members 
Mstep: Class 31 contains 19240 members 
Mstep: Class 32 contains 2716 members 
Mstep: Class 33 contains 1959 members 
Mstep: Class 34 contains 10044 members 
Mstep: Class 35 contains 7316 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 3371 members 
Mstep: Class 38 contains 3274 members 
Mstep: Class 39 contains 16177 members 
Mstep: Class 40 contains 9818 members 
Mstep: Class 41 contains 6717 members 
Mstep: Class 42 contains 3455 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1619 members 
Mstep: Class 45 contains 2597 members 
Mstep: Class 46 contains 6115 members 
Mstep: Class 47 contains 1752 members 
Mstep: Class 48 contains 2892 members 
Mstep: Class 49 contains 14590 members 
Mstep: Class 50 contains 9426 members 
Mstep: Class 51 contains 20001 members 
Mstep: Class 52 contains 10016 members 
Mstep: Class 53 contains 7840 members 
Mstep: Class 54 contains 1614 members 
Mstep: Class 55 contains 847 members 
Mstep: Class 56 contains 1240 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 580 members 
Mstep: Class 59 contains 1469 members 
Mstep: Class 60 contains 19408 members 
Mstep: Class 61 contains 15429 members 
Mstep: Class 62 contains 8788 members 
Mstep: Class 63 contains 1319 members 
Mstep: Class 64 contains 3805 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16600 members 
Mstep: Class 67 contains 2537 members 
Mstep: Class 68 contains 12384 members 
Mstep: Class 69 contains 740 members 
Mstep: Class 70 contains 21796 members 
Mstep: Class 71 contains 23424 members 
Mstep: Class 72 contains 2011 members 
Mstep: Class 73 contains 3179 members 
Mstep: Class 74 contains 2872 members 
Mstep: Class 75 contains 6606 members 
Mstep: Class 76 contains 10125 members 
Mstep: Class 77 contains 623 members 
Mstep: Class 78 contains 7208 members 
Mstep: Class 79 contains 20941 members 
Mstep: Class 80 contains 9362 members 
Mstep: Class 81 contains 21538 members 
Mstep: Class 82 contains 1331 members 
Mstep: Class 83 contains 2168 members 
Mstep: Class 84 contains 1133 members 
Mstep: Class 85 contains 22137 members 
Mstep: Class 86 contains 7229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940592.000000 Penalty: 183801.937500
Iteration 146Q: 86 clusters Score -8.594059e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 13487 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 14042 members 
Mstep: Class 9 contains 16405 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 2364 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2296 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 12488 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 21155 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19912 members 
Mstep: Class 22 contains 1555 members 
Mstep: Class 23 contains 8339 members 
Mstep: Class 24 contains 3982 members 
Mstep: Class 25 contains 411 members 
Mstep: Class 26 contains 1945 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 853 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18655 members 
Mstep: Class 31 contains 19278 members 
Mstep: Class 32 contains 2720 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 10042 members 
Mstep: Class 35 contains 7320 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 3376 members 
Mstep: Class 38 contains 3280 members 
Mstep: Class 39 contains 16175 members 
Mstep: Class 40 contains 9832 members 
Mstep: Class 41 contains 6718 members 
Mstep: Class 42 contains 3454 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1621 members 
Mstep: Class 45 contains 2597 members 
Mstep: Class 46 contains 6115 members 
Mstep: Class 47 contains 1752 members 
Mstep: Class 48 contains 2902 members 
Mstep: Class 49 contains 14587 members 
Mstep: Class 50 contains 9479 members 
Mstep: Class 51 contains 19950 members 
Mstep: Class 52 contains 10009 members 
Mstep: Class 53 contains 7817 members 
Mstep: Class 54 contains 1613 members 
Mstep: Class 55 contains 846 members 
Mstep: Class 56 contains 1242 members 
Mstep: Class 57 contains 3394 members 
Mstep: Class 58 contains 581 members 
Mstep: Class 59 contains 1469 members 
Mstep: Class 60 contains 19326 members 
Mstep: Class 61 contains 15442 members 
Mstep: Class 62 contains 8774 members 
Mstep: Class 63 contains 1322 members 
Mstep: Class 64 contains 3800 members 
Mstep: Class 65 contains 1007 members 
Mstep: Class 66 contains 16587 members 
Mstep: Class 67 contains 2541 members 
Mstep: Class 68 contains 12479 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21819 members 
Mstep: Class 71 contains 23397 members 
Mstep: Class 72 contains 2013 members 
Mstep: Class 73 contains 3179 members 
Mstep: Class 74 contains 2873 members 
Mstep: Class 75 contains 6642 members 
Mstep: Class 76 contains 10111 members 
Mstep: Class 77 contains 621 members 
Mstep: Class 78 contains 7204 members 
Mstep: Class 79 contains 20938 members 
Mstep: Class 80 contains 9364 members 
Mstep: Class 81 contains 21491 members 
Mstep: Class 82 contains 1334 members 
Mstep: Class 83 contains 2174 members 
Mstep: Class 84 contains 1133 members 
Mstep: Class 85 contains 22158 members 
Mstep: Class 86 contains 7249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940544.000000 Penalty: 183801.937500
Iteration 147Q: 86 clusters Score -8.594054e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7305 members 
Mstep: Class 4 contains 13494 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 7 contains 1418 members 
Mstep: Class 8 contains 14027 members 
Mstep: Class 9 contains 16390 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 2365 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2301 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 12503 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 21138 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19859 members 
Mstep: Class 22 contains 1564 members 
Mstep: Class 23 contains 8340 members 
Mstep: Class 24 contains 3982 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 1946 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 853 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18660 members 
Mstep: Class 31 contains 19306 members 
Mstep: Class 32 contains 2722 members 
Mstep: Class 33 contains 1957 members 
Mstep: Class 34 contains 10039 members 
Mstep: Class 35 contains 7324 members 
Mstep: Class 36 contains 1619 members 
Mstep: Class 37 contains 3387 members 
Mstep: Class 38 contains 3289 members 
Mstep: Class 39 contains 16177 members 
Mstep: Class 40 contains 9846 members 
Mstep: Class 41 contains 6716 members 
Mstep: Class 42 contains 3453 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1622 members 
Mstep: Class 45 contains 2596 members 
Mstep: Class 46 contains 6114 members 
Mstep: Class 47 contains 1752 members 
Mstep: Class 48 contains 2917 members 
Mstep: Class 49 contains 14585 members 
Mstep: Class 50 contains 9535 members 
Mstep: Class 51 contains 19913 members 
Mstep: Class 52 contains 9994 members 
Mstep: Class 53 contains 7796 members 
Mstep: Class 54 contains 1614 members 
Mstep: Class 55 contains 845 members 
Mstep: Class 56 contains 1246 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 582 members 
Mstep: Class 59 contains 1469 members 
Mstep: Class 60 contains 19243 members 
Mstep: Class 61 contains 15446 members 
Mstep: Class 62 contains 8771 members 
Mstep: Class 63 contains 1327 members 
Mstep: Class 64 contains 3793 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16574 members 
Mstep: Class 67 contains 2541 members 
Mstep: Class 68 contains 12589 members 
Mstep: Class 69 contains 745 members 
Mstep: Class 70 contains 21820 members 
Mstep: Class 71 contains 23373 members 
Mstep: Class 72 contains 2012 members 
Mstep: Class 73 contains 3180 members 
Mstep: Class 74 contains 2873 members 
Mstep: Class 75 contains 6670 members 
Mstep: Class 76 contains 10105 members 
Mstep: Class 77 contains 619 members 
Mstep: Class 78 contains 7198 members 
Mstep: Class 79 contains 20927 members 
Mstep: Class 80 contains 9365 members 
Mstep: Class 81 contains 21451 members 
Mstep: Class 82 contains 1336 members 
Mstep: Class 83 contains 2174 members 
Mstep: Class 84 contains 1132 members 
Mstep: Class 85 contains 22197 members 
Mstep: Class 86 contains 7263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940632.000000 Penalty: 183801.937500
Iteration 148Q: 86 clusters Score -8.594063e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7293 members 
Mstep: Class 4 contains 13500 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 1421 members 
Mstep: Class 8 contains 14029 members 
Mstep: Class 9 contains 16381 members 
Mstep: Class 10 contains 2388 members 
Mstep: Class 11 contains 2364 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2303 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 12515 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 21106 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19831 members 
Mstep: Class 22 contains 1569 members 
Mstep: Class 23 contains 8339 members 
Mstep: Class 24 contains 3981 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 1946 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 854 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18659 members 
Mstep: Class 31 contains 19333 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 1955 members 
Mstep: Class 34 contains 10037 members 
Mstep: Class 35 contains 7331 members 
Mstep: Class 36 contains 1618 members 
Mstep: Class 37 contains 3390 members 
Mstep: Class 38 contains 3298 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 9853 members 
Mstep: Class 41 contains 6716 members 
Mstep: Class 42 contains 3451 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1619 members 
Mstep: Class 45 contains 2596 members 
Mstep: Class 46 contains 6113 members 
Mstep: Class 47 contains 1752 members 
Mstep: Class 48 contains 2931 members 
Mstep: Class 49 contains 14581 members 
Mstep: Class 50 contains 9578 members 
Mstep: Class 51 contains 19887 members 
Mstep: Class 52 contains 9989 members 
Mstep: Class 53 contains 7787 members 
Mstep: Class 54 contains 1614 members 
Mstep: Class 55 contains 845 members 
Mstep: Class 56 contains 1250 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 19176 members 
Mstep: Class 61 contains 15441 members 
Mstep: Class 62 contains 8769 members 
Mstep: Class 63 contains 1329 members 
Mstep: Class 64 contains 3785 members 
Mstep: Class 65 contains 1004 members 
Mstep: Class 66 contains 16565 members 
Mstep: Class 67 contains 2542 members 
Mstep: Class 68 contains 12666 members 
Mstep: Class 69 contains 745 members 
Mstep: Class 70 contains 21826 members 
Mstep: Class 71 contains 23353 members 
Mstep: Class 72 contains 2015 members 
Mstep: Class 73 contains 3180 members 
Mstep: Class 74 contains 2872 members 
Mstep: Class 75 contains 6696 members 
Mstep: Class 76 contains 10100 members 
Mstep: Class 77 contains 619 members 
Mstep: Class 78 contains 7189 members 
Mstep: Class 79 contains 20926 members 
Mstep: Class 80 contains 9369 members 
Mstep: Class 81 contains 21413 members 
Mstep: Class 82 contains 1337 members 
Mstep: Class 83 contains 2176 members 
Mstep: Class 84 contains 1131 members 
Mstep: Class 85 contains 22226 members 
Mstep: Class 86 contains 7282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940800.000000 Penalty: 183801.937500
Iteration 149Q: 86 clusters Score -8.59408e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7286 members 
Mstep: Class 4 contains 13506 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 1263 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 16361 members 
Mstep: Class 10 contains 2392 members 
Mstep: Class 11 contains 2364 members 
Mstep: Class 12 contains 14400 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12525 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 21088 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19809 members 
Mstep: Class 22 contains 1576 members 
Mstep: Class 23 contains 8340 members 
Mstep: Class 24 contains 3982 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 1944 members 
Mstep: Class 27 contains 6740 members 
Mstep: Class 28 contains 854 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18653 members 
Mstep: Class 31 contains 19357 members 
Mstep: Class 32 contains 2732 members 
Mstep: Class 33 contains 1955 members 
Mstep: Class 34 contains 10032 members 
Mstep: Class 35 contains 7333 members 
Mstep: Class 36 contains 1618 members 
Mstep: Class 37 contains 3390 members 
Mstep: Class 38 contains 3305 members 
Mstep: Class 39 contains 16168 members 
Mstep: Class 40 contains 9857 members 
Mstep: Class 41 contains 6714 members 
Mstep: Class 42 contains 3450 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1619 members 
Mstep: Class 45 contains 2597 members 
Mstep: Class 46 contains 6110 members 
Mstep: Class 47 contains 1752 members 
Mstep: Class 48 contains 2941 members 
Mstep: Class 49 contains 14581 members 
Mstep: Class 50 contains 9617 members 
Mstep: Class 51 contains 19862 members 
Mstep: Class 52 contains 9984 members 
Mstep: Class 53 contains 7772 members 
Mstep: Class 54 contains 1612 members 
Mstep: Class 55 contains 845 members 
Mstep: Class 56 contains 1252 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 19099 members 
Mstep: Class 61 contains 15436 members 
Mstep: Class 62 contains 8768 members 
Mstep: Class 63 contains 1332 members 
Mstep: Class 64 contains 3778 members 
Mstep: Class 65 contains 1003 members 
Mstep: Class 66 contains 16561 members 
Mstep: Class 67 contains 2545 members 
Mstep: Class 68 contains 12729 members 
Mstep: Class 69 contains 745 members 
Mstep: Class 70 contains 21842 members 
Mstep: Class 71 contains 23331 members 
Mstep: Class 72 contains 2019 members 
Mstep: Class 73 contains 3181 members 
Mstep: Class 74 contains 2871 members 
Mstep: Class 75 contains 6712 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 619 members 
Mstep: Class 78 contains 7184 members 
Mstep: Class 79 contains 20920 members 
Mstep: Class 80 contains 9381 members 
Mstep: Class 81 contains 21380 members 
Mstep: Class 82 contains 1338 members 
Mstep: Class 83 contains 2183 members 
Mstep: Class 84 contains 1131 members 
Mstep: Class 85 contains 22268 members 
Mstep: Class 86 contains 7300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940856.000000 Penalty: 183801.937500
Iteration 150Q: 86 clusters Score -8.594086e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7281 members 
Mstep: Class 4 contains 13512 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 1428 members 
Mstep: Class 8 contains 14042 members 
Mstep: Class 9 contains 16350 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 2366 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12532 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 21064 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19797 members 
Mstep: Class 22 contains 1583 members 
Mstep: Class 23 contains 8339 members 
Mstep: Class 24 contains 3978 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 1943 members 
Mstep: Class 27 contains 6739 members 
Mstep: Class 28 contains 853 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18651 members 
Mstep: Class 31 contains 19388 members 
Mstep: Class 32 contains 2741 members 
Mstep: Class 33 contains 1954 members 
Mstep: Class 34 contains 10029 members 
Mstep: Class 35 contains 7336 members 
Mstep: Class 36 contains 1618 members 
Mstep: Class 37 contains 3390 members 
Mstep: Class 38 contains 3309 members 
Mstep: Class 39 contains 16160 members 
Mstep: Class 40 contains 9858 members 
Mstep: Class 41 contains 6715 members 
Mstep: Class 42 contains 3447 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1616 members 
Mstep: Class 45 contains 2595 members 
Mstep: Class 46 contains 6106 members 
Mstep: Class 47 contains 1752 members 
Mstep: Class 48 contains 2950 members 
Mstep: Class 49 contains 14582 members 
Mstep: Class 50 contains 9660 members 
Mstep: Class 51 contains 19823 members 
Mstep: Class 52 contains 9979 members 
Mstep: Class 53 contains 7766 members 
Mstep: Class 54 contains 1614 members 
Mstep: Class 55 contains 845 members 
Mstep: Class 56 contains 1256 members 
Mstep: Class 57 contains 3392 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 19012 members 
Mstep: Class 61 contains 15437 members 
Mstep: Class 62 contains 8765 members 
Mstep: Class 63 contains 1335 members 
Mstep: Class 64 contains 3774 members 
Mstep: Class 65 contains 1005 members 
Mstep: Class 66 contains 16558 members 
Mstep: Class 67 contains 2545 members 
Mstep: Class 68 contains 12794 members 
Mstep: Class 69 contains 746 members 
Mstep: Class 70 contains 21857 members 
Mstep: Class 71 contains 23303 members 
Mstep: Class 72 contains 2020 members 
Mstep: Class 73 contains 3182 members 
Mstep: Class 74 contains 2870 members 
Mstep: Class 75 contains 6721 members 
Mstep: Class 76 contains 10099 members 
Mstep: Class 77 contains 621 members 
Mstep: Class 78 contains 7180 members 
Mstep: Class 79 contains 20924 members 
Mstep: Class 80 contains 9390 members 
Mstep: Class 81 contains 21343 members 
Mstep: Class 82 contains 1338 members 
Mstep: Class 83 contains 2186 members 
Mstep: Class 84 contains 1130 members 
Mstep: Class 85 contains 22304 members 
Mstep: Class 86 contains 7323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940720.000000 Penalty: 183801.937500
Iteration 151Q: 86 clusters Score -8.594072e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7276 members 
Mstep: Class 4 contains 13520 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 1432 members 
Mstep: Class 8 contains 14039 members 
Mstep: Class 9 contains 16340 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 2365 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2304 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12536 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 21047 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19790 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8338 members 
Mstep: Class 24 contains 3976 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 1945 members 
Mstep: Class 27 contains 6738 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18642 members 
Mstep: Class 31 contains 19396 members 
Mstep: Class 32 contains 2751 members 
Mstep: Class 33 contains 1952 members 
Mstep: Class 34 contains 10023 members 
Mstep: Class 35 contains 7338 members 
Mstep: Class 36 contains 1618 members 
Mstep: Class 37 contains 3389 members 
Mstep: Class 38 contains 3314 members 
Mstep: Class 39 contains 16155 members 
Mstep: Class 40 contains 9861 members 
Mstep: Class 41 contains 6717 members 
Mstep: Class 42 contains 3443 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1611 members 
Mstep: Class 45 contains 2595 members 
Mstep: Class 46 contains 6098 members 
Mstep: Class 47 contains 1752 members 
Mstep: Class 48 contains 2960 members 
Mstep: Class 49 contains 14584 members 
Mstep: Class 50 contains 9696 members 
Mstep: Class 51 contains 19794 members 
Mstep: Class 52 contains 9975 members 
Mstep: Class 53 contains 7762 members 
Mstep: Class 54 contains 1612 members 
Mstep: Class 55 contains 845 members 
Mstep: Class 56 contains 1259 members 
Mstep: Class 57 contains 3392 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18956 members 
Mstep: Class 61 contains 15439 members 
Mstep: Class 62 contains 8766 members 
Mstep: Class 63 contains 1342 members 
Mstep: Class 64 contains 3770 members 
Mstep: Class 65 contains 1005 members 
Mstep: Class 66 contains 16565 members 
Mstep: Class 67 contains 2545 members 
Mstep: Class 68 contains 12854 members 
Mstep: Class 69 contains 746 members 
Mstep: Class 70 contains 21878 members 
Mstep: Class 71 contains 23289 members 
Mstep: Class 72 contains 2020 members 
Mstep: Class 73 contains 3184 members 
Mstep: Class 74 contains 2867 members 
Mstep: Class 75 contains 6731 members 
Mstep: Class 76 contains 10091 members 
Mstep: Class 77 contains 621 members 
Mstep: Class 78 contains 7180 members 
Mstep: Class 79 contains 20929 members 
Mstep: Class 80 contains 9401 members 
Mstep: Class 81 contains 21292 members 
Mstep: Class 82 contains 1338 members 
Mstep: Class 83 contains 2186 members 
Mstep: Class 84 contains 1130 members 
Mstep: Class 85 contains 22323 members 
Mstep: Class 86 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940672.000000 Penalty: 183801.937500
Iteration 152Q: 86 clusters Score -8.594067e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7277 members 
Mstep: Class 4 contains 13529 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 1267 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 8 contains 14042 members 
Mstep: Class 9 contains 16328 members 
Mstep: Class 10 contains 2383 members 
Mstep: Class 11 contains 2364 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12537 members 
Mstep: Class 17 contains 1534 members 
Mstep: Class 18 contains 21031 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19787 members 
Mstep: Class 22 contains 1592 members 
Mstep: Class 23 contains 8336 members 
Mstep: Class 24 contains 3975 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 1944 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18636 members 
Mstep: Class 31 contains 19412 members 
Mstep: Class 32 contains 2760 members 
Mstep: Class 33 contains 1952 members 
Mstep: Class 34 contains 10022 members 
Mstep: Class 35 contains 7338 members 
Mstep: Class 36 contains 1618 members 
Mstep: Class 37 contains 3391 members 
Mstep: Class 38 contains 3316 members 
Mstep: Class 39 contains 16152 members 
Mstep: Class 40 contains 9862 members 
Mstep: Class 41 contains 6716 members 
Mstep: Class 42 contains 3443 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1607 members 
Mstep: Class 45 contains 2593 members 
Mstep: Class 46 contains 6091 members 
Mstep: Class 47 contains 1752 members 
Mstep: Class 48 contains 2972 members 
Mstep: Class 49 contains 14584 members 
Mstep: Class 50 contains 9725 members 
Mstep: Class 51 contains 19759 members 
Mstep: Class 52 contains 9973 members 
Mstep: Class 53 contains 7760 members 
Mstep: Class 54 contains 1612 members 
Mstep: Class 55 contains 845 members 
Mstep: Class 56 contains 1261 members 
Mstep: Class 57 contains 3392 members 
Mstep: Class 58 contains 582 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18906 members 
Mstep: Class 61 contains 15443 members 
Mstep: Class 62 contains 8760 members 
Mstep: Class 63 contains 1346 members 
Mstep: Class 64 contains 3769 members 
Mstep: Class 65 contains 1005 members 
Mstep: Class 66 contains 16573 members 
Mstep: Class 67 contains 2544 members 
Mstep: Class 68 contains 12907 members 
Mstep: Class 69 contains 747 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23271 members 
Mstep: Class 72 contains 2023 members 
Mstep: Class 73 contains 3188 members 
Mstep: Class 74 contains 2865 members 
Mstep: Class 75 contains 6739 members 
Mstep: Class 76 contains 10084 members 
Mstep: Class 77 contains 621 members 
Mstep: Class 78 contains 7178 members 
Mstep: Class 79 contains 20923 members 
Mstep: Class 80 contains 9410 members 
Mstep: Class 81 contains 21243 members 
Mstep: Class 82 contains 1338 members 
Mstep: Class 83 contains 2186 members 
Mstep: Class 84 contains 1130 members 
Mstep: Class 85 contains 22353 members 
Mstep: Class 86 contains 7373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940936.000000 Penalty: 183801.937500
Iteration 153Q: 86 clusters Score -8.594094e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7274 members 
Mstep: Class 4 contains 13535 members 
Mstep: Class 5 contains 1654 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1436 members 
Mstep: Class 8 contains 14043 members 
Mstep: Class 9 contains 16314 members 
Mstep: Class 10 contains 2382 members 
Mstep: Class 11 contains 2365 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12541 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 21019 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19777 members 
Mstep: Class 22 contains 1593 members 
Mstep: Class 23 contains 8337 members 
Mstep: Class 24 contains 3974 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 1944 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18635 members 
Mstep: Class 31 contains 19425 members 
Mstep: Class 32 contains 2765 members 
Mstep: Class 33 contains 1950 members 
Mstep: Class 34 contains 10022 members 
Mstep: Class 35 contains 7336 members 
Mstep: Class 36 contains 1618 members 
Mstep: Class 37 contains 3390 members 
Mstep: Class 38 contains 3319 members 
Mstep: Class 39 contains 16149 members 
Mstep: Class 40 contains 9867 members 
Mstep: Class 41 contains 6716 members 
Mstep: Class 42 contains 3443 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1602 members 
Mstep: Class 45 contains 2592 members 
Mstep: Class 46 contains 6088 members 
Mstep: Class 47 contains 1752 members 
Mstep: Class 48 contains 2979 members 
Mstep: Class 49 contains 14583 members 
Mstep: Class 50 contains 9752 members 
Mstep: Class 51 contains 19713 members 
Mstep: Class 52 contains 9973 members 
Mstep: Class 53 contains 7759 members 
Mstep: Class 54 contains 1615 members 
Mstep: Class 55 contains 845 members 
Mstep: Class 56 contains 1264 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 582 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18845 members 
Mstep: Class 61 contains 15450 members 
Mstep: Class 62 contains 8762 members 
Mstep: Class 63 contains 1351 members 
Mstep: Class 64 contains 3765 members 
Mstep: Class 65 contains 1005 members 
Mstep: Class 66 contains 16572 members 
Mstep: Class 67 contains 2546 members 
Mstep: Class 68 contains 12976 members 
Mstep: Class 69 contains 748 members 
Mstep: Class 70 contains 21897 members 
Mstep: Class 71 contains 23262 members 
Mstep: Class 72 contains 2022 members 
Mstep: Class 73 contains 3188 members 
Mstep: Class 74 contains 2865 members 
Mstep: Class 75 contains 6742 members 
Mstep: Class 76 contains 10078 members 
Mstep: Class 77 contains 621 members 
Mstep: Class 78 contains 7174 members 
Mstep: Class 79 contains 20926 members 
Mstep: Class 80 contains 9418 members 
Mstep: Class 81 contains 21193 members 
Mstep: Class 82 contains 1338 members 
Mstep: Class 83 contains 2186 members 
Mstep: Class 84 contains 1130 members 
Mstep: Class 85 contains 22378 members 
Mstep: Class 86 contains 7395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941096.000000 Penalty: 183801.937500
Iteration 154Q: 86 clusters Score -8.59411e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7271 members 
Mstep: Class 4 contains 13540 members 
Mstep: Class 5 contains 1654 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 1436 members 
Mstep: Class 8 contains 14042 members 
Mstep: Class 9 contains 16302 members 
Mstep: Class 10 contains 2384 members 
Mstep: Class 11 contains 2362 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12545 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 21002 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19762 members 
Mstep: Class 22 contains 1593 members 
Mstep: Class 23 contains 8336 members 
Mstep: Class 24 contains 3969 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 1944 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18623 members 
Mstep: Class 31 contains 19435 members 
Mstep: Class 32 contains 2771 members 
Mstep: Class 33 contains 1948 members 
Mstep: Class 34 contains 10022 members 
Mstep: Class 35 contains 7336 members 
Mstep: Class 36 contains 1618 members 
Mstep: Class 37 contains 3387 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16147 members 
Mstep: Class 40 contains 9879 members 
Mstep: Class 41 contains 6718 members 
Mstep: Class 42 contains 3443 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1599 members 
Mstep: Class 45 contains 2592 members 
Mstep: Class 46 contains 6085 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 2984 members 
Mstep: Class 49 contains 14585 members 
Mstep: Class 50 contains 9782 members 
Mstep: Class 51 contains 19683 members 
Mstep: Class 52 contains 9971 members 
Mstep: Class 53 contains 7758 members 
Mstep: Class 54 contains 1616 members 
Mstep: Class 55 contains 845 members 
Mstep: Class 56 contains 1266 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 582 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18813 members 
Mstep: Class 61 contains 15449 members 
Mstep: Class 62 contains 8761 members 
Mstep: Class 63 contains 1357 members 
Mstep: Class 64 contains 3764 members 
Mstep: Class 65 contains 1005 members 
Mstep: Class 66 contains 16572 members 
Mstep: Class 67 contains 2547 members 
Mstep: Class 68 contains 13058 members 
Mstep: Class 69 contains 747 members 
Mstep: Class 70 contains 21917 members 
Mstep: Class 71 contains 23252 members 
Mstep: Class 72 contains 2021 members 
Mstep: Class 73 contains 3189 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6746 members 
Mstep: Class 76 contains 10070 members 
Mstep: Class 77 contains 623 members 
Mstep: Class 78 contains 7169 members 
Mstep: Class 79 contains 20936 members 
Mstep: Class 80 contains 9423 members 
Mstep: Class 81 contains 21139 members 
Mstep: Class 82 contains 1339 members 
Mstep: Class 83 contains 2188 members 
Mstep: Class 84 contains 1130 members 
Mstep: Class 85 contains 22379 members 
Mstep: Class 86 contains 7412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85940880.000000 Penalty: 183801.937500
Iteration 155Q: 86 clusters Score -8.594088e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7264 members 
Mstep: Class 4 contains 13544 members 
Mstep: Class 5 contains 1654 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1436 members 
Mstep: Class 8 contains 14043 members 
Mstep: Class 9 contains 16301 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 2361 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12548 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 20988 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19741 members 
Mstep: Class 22 contains 1593 members 
Mstep: Class 23 contains 8335 members 
Mstep: Class 24 contains 3964 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 1943 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18612 members 
Mstep: Class 31 contains 19443 members 
Mstep: Class 32 contains 2775 members 
Mstep: Class 33 contains 1947 members 
Mstep: Class 34 contains 10022 members 
Mstep: Class 35 contains 7335 members 
Mstep: Class 36 contains 1618 members 
Mstep: Class 37 contains 3387 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16144 members 
Mstep: Class 40 contains 9884 members 
Mstep: Class 41 contains 6720 members 
Mstep: Class 42 contains 3441 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1598 members 
Mstep: Class 45 contains 2592 members 
Mstep: Class 46 contains 6081 members 
Mstep: Class 47 contains 1754 members 
Mstep: Class 48 contains 2990 members 
Mstep: Class 49 contains 14588 members 
Mstep: Class 50 contains 9815 members 
Mstep: Class 51 contains 19653 members 
Mstep: Class 52 contains 9961 members 
Mstep: Class 53 contains 7759 members 
Mstep: Class 54 contains 1621 members 
Mstep: Class 55 contains 846 members 
Mstep: Class 56 contains 1266 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18781 members 
Mstep: Class 61 contains 15453 members 
Mstep: Class 62 contains 8760 members 
Mstep: Class 63 contains 1357 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1005 members 
Mstep: Class 66 contains 16572 members 
Mstep: Class 67 contains 2548 members 
Mstep: Class 68 contains 13139 members 
Mstep: Class 69 contains 746 members 
Mstep: Class 70 contains 21943 members 
Mstep: Class 71 contains 23243 members 
Mstep: Class 72 contains 2021 members 
Mstep: Class 73 contains 3189 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6758 members 
Mstep: Class 76 contains 10066 members 
Mstep: Class 77 contains 623 members 
Mstep: Class 78 contains 7168 members 
Mstep: Class 79 contains 20936 members 
Mstep: Class 80 contains 9428 members 
Mstep: Class 81 contains 21086 members 
Mstep: Class 82 contains 1340 members 
Mstep: Class 83 contains 2187 members 
Mstep: Class 84 contains 1131 members 
Mstep: Class 85 contains 22371 members 
Mstep: Class 86 contains 7428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941240.000000 Penalty: 183801.937500
Iteration 156Q: 86 clusters Score -8.594124e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7261 members 
Mstep: Class 4 contains 13545 members 
Mstep: Class 5 contains 1654 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1436 members 
Mstep: Class 8 contains 14044 members 
Mstep: Class 9 contains 16293 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 2364 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2311 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12549 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 20967 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19733 members 
Mstep: Class 22 contains 1594 members 
Mstep: Class 23 contains 8335 members 
Mstep: Class 24 contains 3960 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 1943 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 853 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18601 members 
Mstep: Class 31 contains 19457 members 
Mstep: Class 32 contains 2779 members 
Mstep: Class 33 contains 1947 members 
Mstep: Class 34 contains 10024 members 
Mstep: Class 35 contains 7335 members 
Mstep: Class 36 contains 1618 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16142 members 
Mstep: Class 40 contains 9895 members 
Mstep: Class 41 contains 6721 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1597 members 
Mstep: Class 45 contains 2592 members 
Mstep: Class 46 contains 6078 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 2996 members 
Mstep: Class 49 contains 14589 members 
Mstep: Class 50 contains 9838 members 
Mstep: Class 51 contains 19642 members 
Mstep: Class 52 contains 9959 members 
Mstep: Class 53 contains 7756 members 
Mstep: Class 54 contains 1626 members 
Mstep: Class 55 contains 845 members 
Mstep: Class 56 contains 1267 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18750 members 
Mstep: Class 61 contains 15456 members 
Mstep: Class 62 contains 8760 members 
Mstep: Class 63 contains 1359 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16575 members 
Mstep: Class 67 contains 2548 members 
Mstep: Class 68 contains 13207 members 
Mstep: Class 69 contains 745 members 
Mstep: Class 70 contains 21960 members 
Mstep: Class 71 contains 23230 members 
Mstep: Class 72 contains 2021 members 
Mstep: Class 73 contains 3189 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6763 members 
Mstep: Class 76 contains 10062 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7166 members 
Mstep: Class 79 contains 20945 members 
Mstep: Class 80 contains 9433 members 
Mstep: Class 81 contains 21020 members 
Mstep: Class 82 contains 1340 members 
Mstep: Class 83 contains 2188 members 
Mstep: Class 84 contains 1130 members 
Mstep: Class 85 contains 22372 members 
Mstep: Class 86 contains 7436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941200.000000 Penalty: 183801.937500
Iteration 157Q: 86 clusters Score -8.59412e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7255 members 
Mstep: Class 4 contains 13546 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1436 members 
Mstep: Class 8 contains 14040 members 
Mstep: Class 9 contains 16290 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 2364 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2313 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12553 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 20956 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19725 members 
Mstep: Class 22 contains 1592 members 
Mstep: Class 23 contains 8336 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 1943 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 854 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18599 members 
Mstep: Class 31 contains 19468 members 
Mstep: Class 32 contains 2783 members 
Mstep: Class 33 contains 1947 members 
Mstep: Class 34 contains 10022 members 
Mstep: Class 35 contains 7336 members 
Mstep: Class 36 contains 1618 members 
Mstep: Class 37 contains 3385 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16140 members 
Mstep: Class 40 contains 9900 members 
Mstep: Class 41 contains 6723 members 
Mstep: Class 42 contains 3440 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1597 members 
Mstep: Class 45 contains 2592 members 
Mstep: Class 46 contains 6076 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3001 members 
Mstep: Class 49 contains 14587 members 
Mstep: Class 50 contains 9862 members 
Mstep: Class 51 contains 19625 members 
Mstep: Class 52 contains 9954 members 
Mstep: Class 53 contains 7754 members 
Mstep: Class 54 contains 1625 members 
Mstep: Class 55 contains 845 members 
Mstep: Class 56 contains 1271 members 
Mstep: Class 57 contains 3401 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18720 members 
Mstep: Class 61 contains 15459 members 
Mstep: Class 62 contains 8763 members 
Mstep: Class 63 contains 1360 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16573 members 
Mstep: Class 67 contains 2549 members 
Mstep: Class 68 contains 13281 members 
Mstep: Class 69 contains 744 members 
Mstep: Class 70 contains 21974 members 
Mstep: Class 71 contains 23224 members 
Mstep: Class 72 contains 2022 members 
Mstep: Class 73 contains 3189 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6768 members 
Mstep: Class 76 contains 10056 members 
Mstep: Class 77 contains 621 members 
Mstep: Class 78 contains 7163 members 
Mstep: Class 79 contains 20948 members 
Mstep: Class 80 contains 9441 members 
Mstep: Class 81 contains 20953 members 
Mstep: Class 82 contains 1339 members 
Mstep: Class 83 contains 2189 members 
Mstep: Class 84 contains 1130 members 
Mstep: Class 85 contains 22370 members 
Mstep: Class 86 contains 7447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941384.000000 Penalty: 183801.937500
Iteration 158Q: 86 clusters Score -8.594138e+07 nChanged 614
Entering ConstructFrom: 
Score: -85941384.000000 Penalty: 183801.937500
Entering ConstructFrom: 
Trying to split cluster 1 (3591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Entering Unmasked Estep 
Score: -488524.406250 Penalty: 1330.255249
	Iteration 0F: 2 clusters Score -488524.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -485501.343750 Penalty: 2660.510498
	Iteration 0F: 3 clusters Score -485501.3 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -486544.625000 Penalty: 2660.510498
	Iteration 1F: 3 clusters Score -486544.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -486952.593750 Penalty: 2660.510498
	Iteration 2F: 3 clusters Score -486952.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -487339.718750 Penalty: 2660.510498
	Iteration 3F: 3 clusters Score -487339.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -487642.093750 Penalty: 2660.510498
	Iteration 4F: 3 clusters Score -487642.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -487806.718750 Penalty: 2660.510498
	Iteration 5F: 3 clusters Score -487806.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -487898.781250 Penalty: 2660.510498
	Iteration 6Q: 3 clusters Score -487898.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -487941.656250 Penalty: 2660.510498
	Iteration 7Q: 3 clusters Score -487941.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -487966.125000 Penalty: 2660.510498
	Iteration 8Q: 3 clusters Score -487966.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -487983.531250 Penalty: 2660.510498
	Iteration 9Q: 3 clusters Score -487983.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -487997.250000 Penalty: 2660.510498
	Iteration 10Q: 3 clusters Score -487997.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -488003.125000 Penalty: 2660.510498
	Iteration 11Q: 3 clusters Score -488003.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -488005.875000 Penalty: 2660.510498
	Iteration 12Q: 3 clusters Score -488005.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -488007.000000 Penalty: 2660.510498
	Iteration 13Q: 3 clusters Score -488007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -488007.875000 Penalty: 2660.510498
	Iteration 14Q: 3 clusters Score -488007.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -488008.031250 Penalty: 2660.510498
	Iteration 15Q: 3 clusters Score -488008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -488009.875000 Penalty: 2660.510498
	Iteration 16Q: 3 clusters Score -488009.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -488009.656250 Penalty: 2660.510498
	Iteration 17Q: 3 clusters Score -488009.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -488009.781250 Penalty: 2660.510498
	Iteration 18Q: 3 clusters Score -488009.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -488010.406250 Penalty: 2660.510498
	Iteration 19Q: 3 clusters Score -488010.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -488011.718750 Penalty: 2660.510498
	Iteration 20F: 3 clusters Score -488011.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -190348.687500 Penalty: 1163.637451
	Iteration 0F: 2 clusters Score -190348.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -188709.890625 Penalty: 2327.274902
	Iteration 0F: 3 clusters Score -188709.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -188990.390625 Penalty: 2327.274902
	Iteration 1F: 3 clusters Score -188990.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -189070.953125 Penalty: 2327.274902
	Iteration 2F: 3 clusters Score -189071 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -189118.203125 Penalty: 2327.274902
	Iteration 3Q: 3 clusters Score -189118.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -189149.015625 Penalty: 2327.274902
	Iteration 4Q: 3 clusters Score -189149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -189165.046875 Penalty: 2327.274902
	Iteration 5Q: 3 clusters Score -189165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -189177.218750 Penalty: 2327.274902
	Iteration 6Q: 3 clusters Score -189177.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -189186.484375 Penalty: 2327.274902
	Iteration 7Q: 3 clusters Score -189186.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -189190.984375 Penalty: 2327.274902
	Iteration 8Q: 3 clusters Score -189191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -189192.453125 Penalty: 2327.274902
	Iteration 9Q: 3 clusters Score -189192.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -189192.453125 Penalty: 2327.274902
	Iteration 10F: 3 clusters Score -189192.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Entering Unmasked Estep 
Score: -1052053.500000 Penalty: 1444.535034
	Iteration 0F: 2 clusters Score -1052054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1046619.687500 Penalty: 2889.070068
	Iteration 0F: 3 clusters Score -1046620 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1048331.437500 Penalty: 2889.070068
	Iteration 1F: 3 clusters Score -1048331 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1048703.875000 Penalty: 2889.070068
	Iteration 2F: 3 clusters Score -1048704 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1049086.875000 Penalty: 2889.070068
	Iteration 3F: 3 clusters Score -1049087 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1049345.875000 Penalty: 2889.070068
	Iteration 4F: 3 clusters Score -1049346 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1049526.750000 Penalty: 2889.070068
	Iteration 5Q: 3 clusters Score -1049527 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1049643.250000 Penalty: 2889.070068
	Iteration 6Q: 3 clusters Score -1049643 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1049727.500000 Penalty: 2889.070068
	Iteration 7Q: 3 clusters Score -1049728 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1049855.750000 Penalty: 2889.070068
	Iteration 8Q: 3 clusters Score -1049856 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1049986.875000 Penalty: 2889.070068
	Iteration 9Q: 3 clusters Score -1049987 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1050120.625000 Penalty: 2889.070068
	Iteration 10Q: 3 clusters Score -1050121 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1050270.000000 Penalty: 2889.070068
	Iteration 11Q: 3 clusters Score -1050270 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1050462.250000 Penalty: 2889.070068
	Iteration 12Q: 3 clusters Score -1050462 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1050646.625000 Penalty: 2889.070068
	Iteration 13Q: 3 clusters Score -1050647 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1050811.625000 Penalty: 2889.070068
	Iteration 14Q: 3 clusters Score -1050812 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1050933.125000 Penalty: 2889.070068
	Iteration 15Q: 3 clusters Score -1050933 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1051020.625000 Penalty: 2889.070068
	Iteration 16Q: 3 clusters Score -1051021 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1051081.125000 Penalty: 2889.070068
	Iteration 17Q: 3 clusters Score -1051081 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1051147.500000 Penalty: 2889.070068
	Iteration 18Q: 3 clusters Score -1051148 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1051201.375000 Penalty: 2889.070068
	Iteration 19Q: 3 clusters Score -1051201 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1051237.750000 Penalty: 2889.070068
	Iteration 20F: 3 clusters Score -1051238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1051266.875000 Penalty: 2889.070068
	Iteration 21Q: 3 clusters Score -1051267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1051294.000000 Penalty: 2889.070068
	Iteration 22Q: 3 clusters Score -1051294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1051315.125000 Penalty: 2889.070068
	Iteration 23Q: 3 clusters Score -1051315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1051334.750000 Penalty: 2889.070068
	Iteration 24Q: 3 clusters Score -1051335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1051349.875000 Penalty: 2889.070068
	Iteration 25Q: 3 clusters Score -1051350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1051367.875000 Penalty: 2889.070068
	Iteration 26Q: 3 clusters Score -1051368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1051386.875000 Penalty: 2889.070068
	Iteration 27Q: 3 clusters Score -1051387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1051400.750000 Penalty: 2889.070068
	Iteration 28Q: 3 clusters Score -1051401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1051411.375000 Penalty: 2889.070068
	Iteration 29Q: 3 clusters Score -1051411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1051423.500000 Penalty: 2889.070068
	Iteration 30Q: 3 clusters Score -1051424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1051441.500000 Penalty: 2889.070068
	Iteration 31Q: 3 clusters Score -1051442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1051459.750000 Penalty: 2889.070068
	Iteration 32Q: 3 clusters Score -1051460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1051470.625000 Penalty: 2889.070068
	Iteration 33Q: 3 clusters Score -1051471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1051473.625000 Penalty: 2889.070068
	Iteration 34Q: 3 clusters Score -1051474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1051476.375000 Penalty: 2889.070068
	Iteration 35Q: 3 clusters Score -1051476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1051474.250000 Penalty: 2889.070068
	Iteration 36Q: 3 clusters Score -1051474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1051475.375000 Penalty: 2889.070068
	Iteration 37Q: 3 clusters Score -1051475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1051474.125000 Penalty: 2889.070068
	Iteration 38Q: 3 clusters Score -1051474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1051474.125000 Penalty: 2889.070068
	Iteration 39Q: 3 clusters Score -1051474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1051474.125000 Penalty: 2889.070068
	Iteration 40F: 3 clusters Score -1051474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Entering Unmasked Estep 
Score: -1893166.875000 Penalty: 1546.036011
	Iteration 0F: 2 clusters Score -1893167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1883874.000000 Penalty: 3092.072021
	Iteration 0F: 3 clusters Score -1883874 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1887294.375000 Penalty: 3092.072021
	Iteration 1F: 3 clusters Score -1887294 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1887700.500000 Penalty: 3092.072021
	Iteration 2F: 3 clusters Score -1887700 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1888111.375000 Penalty: 3092.072021
	Iteration 3F: 3 clusters Score -1888111 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1888516.500000 Penalty: 3092.072021
	Iteration 4F: 3 clusters Score -1888516 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1888915.875000 Penalty: 3092.072021
	Iteration 5F: 3 clusters Score -1888916 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1889253.750000 Penalty: 3092.072021
	Iteration 6F: 3 clusters Score -1889254 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1889522.375000 Penalty: 3092.072021
	Iteration 7Q: 3 clusters Score -1889522 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1889767.875000 Penalty: 3092.072021
	Iteration 8Q: 3 clusters Score -1889768 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1889996.750000 Penalty: 3092.072021
	Iteration 9Q: 3 clusters Score -1889997 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1890238.875000 Penalty: 3092.072021
	Iteration 10Q: 3 clusters Score -1890239 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1890510.375000 Penalty: 3092.072021
	Iteration 11Q: 3 clusters Score -1890510 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1890736.500000 Penalty: 3092.072021
	Iteration 12Q: 3 clusters Score -1890736 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1890935.625000 Penalty: 3092.072021
	Iteration 13Q: 3 clusters Score -1890936 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1891113.500000 Penalty: 3092.072021
	Iteration 14Q: 3 clusters Score -1891114 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1891261.500000 Penalty: 3092.072021
	Iteration 15Q: 3 clusters Score -1891262 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1891383.250000 Penalty: 3092.072021
	Iteration 16Q: 3 clusters Score -1891383 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1891490.750000 Penalty: 3092.072021
	Iteration 17Q: 3 clusters Score -1891491 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1891592.250000 Penalty: 3092.072021
	Iteration 18Q: 3 clusters Score -1891592 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1891682.500000 Penalty: 3092.072021
	Iteration 19Q: 3 clusters Score -1891682 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1891754.250000 Penalty: 3092.072021
	Iteration 20F: 3 clusters Score -1891754 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1891808.500000 Penalty: 3092.072021
	Iteration 21Q: 3 clusters Score -1891808 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1891870.375000 Penalty: 3092.072021
	Iteration 22Q: 3 clusters Score -1891870 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1891928.750000 Penalty: 3092.072021
	Iteration 23Q: 3 clusters Score -1891929 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1891978.750000 Penalty: 3092.072021
	Iteration 24Q: 3 clusters Score -1891979 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1892014.375000 Penalty: 3092.072021
	Iteration 25Q: 3 clusters Score -1892014 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1892049.250000 Penalty: 3092.072021
	Iteration 26Q: 3 clusters Score -1892049 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1892085.750000 Penalty: 3092.072021
	Iteration 27Q: 3 clusters Score -1892086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1892106.500000 Penalty: 3092.072021
	Iteration 28Q: 3 clusters Score -1892106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1892125.500000 Penalty: 3092.072021
	Iteration 29Q: 3 clusters Score -1892126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1892136.125000 Penalty: 3092.072021
	Iteration 30Q: 3 clusters Score -1892136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1892148.250000 Penalty: 3092.072021
	Iteration 31Q: 3 clusters Score -1892148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1892155.500000 Penalty: 3092.072021
	Iteration 32Q: 3 clusters Score -1892156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1892165.500000 Penalty: 3092.072021
	Iteration 33Q: 3 clusters Score -1892166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1892169.375000 Penalty: 3092.072021
	Iteration 34Q: 3 clusters Score -1892169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1892171.375000 Penalty: 3092.072021
	Iteration 35Q: 3 clusters Score -1892171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1892173.500000 Penalty: 3092.072021
	Iteration 36Q: 3 clusters Score -1892174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1892177.750000 Penalty: 3092.072021
	Iteration 37Q: 3 clusters Score -1892178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1892177.625000 Penalty: 3092.072021
	Iteration 38Q: 3 clusters Score -1892178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1892177.875000 Penalty: 3092.072021
	Iteration 39Q: 3 clusters Score -1892178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1892182.000000 Penalty: 3092.072021
	Iteration 40F: 3 clusters Score -1892182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1892183.625000 Penalty: 3092.072021
	Iteration 41Q: 3 clusters Score -1892184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1892185.000000 Penalty: 3092.072021
	Iteration 42Q: 3 clusters Score -1892185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1892186.500000 Penalty: 3092.072021
	Iteration 43Q: 3 clusters Score -1892186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1892188.250000 Penalty: 3092.072021
	Iteration 44Q: 3 clusters Score -1892188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1892191.000000 Penalty: 3092.072021
	Iteration 45Q: 3 clusters Score -1892191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1892192.375000 Penalty: 3092.072021
	Iteration 46Q: 3 clusters Score -1892192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1892192.375000 Penalty: 3092.072021
	Iteration 47F: 3 clusters Score -1892192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Entering Unmasked Estep 
Score: -211209.640625 Penalty: 1204.377930
	Iteration 0F: 2 clusters Score -211209.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -209405.546875 Penalty: 2408.755859
	Iteration 0F: 3 clusters Score -209405.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -209989.281250 Penalty: 2408.755859
	Iteration 1F: 3 clusters Score -209989.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -210271.796875 Penalty: 2408.755859
	Iteration 2F: 3 clusters Score -210271.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -210465.656250 Penalty: 2408.755859
	Iteration 3F: 3 clusters Score -210465.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -210699.281250 Penalty: 2408.755859
	Iteration 4F: 3 clusters Score -210699.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -210957.828125 Penalty: 2408.755859
	Iteration 5F: 3 clusters Score -210957.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -211086.984375 Penalty: 2408.755859
	Iteration 6F: 3 clusters Score -211087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -211160.250000 Penalty: 2408.755859
	Iteration 7Q: 3 clusters Score -211160.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -211224.687500 Penalty: 2408.755859
	Iteration 8Q: 3 clusters Score -211224.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -211274.546875 Penalty: 2408.755859
	Iteration 9Q: 3 clusters Score -211274.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -211299.500000 Penalty: 2408.755859
	Iteration 10Q: 3 clusters Score -211299.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -211316.000000 Penalty: 2408.755859
	Iteration 11Q: 3 clusters Score -211316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -211332.265625 Penalty: 2408.755859
	Iteration 12Q: 3 clusters Score -211332.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -211346.593750 Penalty: 2408.755859
	Iteration 13Q: 3 clusters Score -211346.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -211357.843750 Penalty: 2408.755859
	Iteration 14Q: 3 clusters Score -211357.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -211367.406250 Penalty: 2408.755859
	Iteration 15Q: 3 clusters Score -211367.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -211376.093750 Penalty: 2408.755859
	Iteration 16Q: 3 clusters Score -211376.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -211380.921875 Penalty: 2408.755859
	Iteration 17Q: 3 clusters Score -211380.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -211388.671875 Penalty: 2408.755859
	Iteration 18Q: 3 clusters Score -211388.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -211393.390625 Penalty: 2408.755859
	Iteration 19Q: 3 clusters Score -211393.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -211395.500000 Penalty: 2408.755859
	Iteration 20F: 3 clusters Score -211395.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -211397.171875 Penalty: 2408.755859
	Iteration 21Q: 3 clusters Score -211397.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -211397.312500 Penalty: 2408.755859
	Iteration 22Q: 3 clusters Score -211397.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -211397.312500 Penalty: 2408.755859
	Iteration 23F: 3 clusters Score -211397.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7255 members 
Mstep: Class 4 contains 13549 members 
Mstep: Class 5 contains 920 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1436 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 16283 members 
Mstep: Class 10 contains 2384 members 
Mstep: Class 11 contains 2364 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2314 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12558 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 20938 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 735 members 
Mstep: Class 21 contains 19738 members 
Mstep: Class 22 contains 1591 members 
Mstep: Class 23 contains 8332 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 1942 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 855 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18597 members 
Mstep: Class 31 contains 19482 members 
Mstep: Class 32 contains 2785 members 
Mstep: Class 33 contains 1947 members 
Mstep: Class 34 contains 10019 members 
Mstep: Class 35 contains 7337 members 
Mstep: Class 36 contains 1617 members 
Mstep: Class 37 contains 3385 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16139 members 
Mstep: Class 40 contains 9906 members 
Mstep: Class 41 contains 6725 members 
Mstep: Class 42 contains 3440 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1598 members 
Mstep: Class 45 contains 2592 members 
Mstep: Class 46 contains 6074 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3003 members 
Mstep: Class 49 contains 14584 members 
Mstep: Class 50 contains 9880 members 
Mstep: Class 51 contains 19587 members 
Mstep: Class 52 contains 9955 members 
Mstep: Class 53 contains 7754 members 
Mstep: Class 54 contains 1623 members 
Mstep: Class 55 contains 844 members 
Mstep: Class 56 contains 1271 members 
Mstep: Class 57 contains 3404 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18683 members 
Mstep: Class 61 contains 15457 members 
Mstep: Class 62 contains 8760 members 
Mstep: Class 63 contains 1361 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16573 members 
Mstep: Class 67 contains 2550 members 
Mstep: Class 68 contains 13357 members 
Mstep: Class 69 contains 744 members 
Mstep: Class 70 contains 21978 members 
Mstep: Class 71 contains 23211 members 
Mstep: Class 72 contains 2023 members 
Mstep: Class 73 contains 3189 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6774 members 
Mstep: Class 76 contains 10052 members 
Mstep: Class 77 contains 624 members 
Mstep: Class 78 contains 7162 members 
Mstep: Class 79 contains 20965 members 
Mstep: Class 80 contains 9447 members 
Mstep: Class 81 contains 20890 members 
Mstep: Class 82 contains 1340 members 
Mstep: Class 83 contains 2189 members 
Mstep: Class 84 contains 1129 members 
Mstep: Class 85 contains 22385 members 
Mstep: Class 86 contains 7457 members 
Entering Unmasked Estep 
Score: -85940568.000000 Penalty: 185964.312500
Splitting cluster 5 changes total score from -85941384.000000 to -85940568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -158885.343750 Penalty: 1160.837891
	Iteration 0F: 2 clusters Score -158885.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -157329.484375 Penalty: 2321.675781
	Iteration 0F: 3 clusters Score -157329.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -157723.968750 Penalty: 2321.675781
	Iteration 1F: 3 clusters Score -157724 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -157864.593750 Penalty: 2321.675781
	Iteration 2F: 3 clusters Score -157864.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -158013.203125 Penalty: 2321.675781
	Iteration 3F: 3 clusters Score -158013.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -158124.625000 Penalty: 2321.675781
	Iteration 4F: 3 clusters Score -158124.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -158245.500000 Penalty: 2321.675781
	Iteration 5F: 3 clusters Score -158245.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -158354.687500 Penalty: 2321.675781
	Iteration 6F: 3 clusters Score -158354.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -158423.062500 Penalty: 2321.675781
	Iteration 7Q: 3 clusters Score -158423.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -158482.468750 Penalty: 2321.675781
	Iteration 8Q: 3 clusters Score -158482.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -158519.671875 Penalty: 2321.675781
	Iteration 9Q: 3 clusters Score -158519.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -158534.484375 Penalty: 2321.675781
	Iteration 10Q: 3 clusters Score -158534.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -158543.046875 Penalty: 2321.675781
	Iteration 11Q: 3 clusters Score -158543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -158547.484375 Penalty: 2321.675781
	Iteration 12Q: 3 clusters Score -158547.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -158554.390625 Penalty: 2321.675781
	Iteration 13Q: 3 clusters Score -158554.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -158558.656250 Penalty: 2321.675781
	Iteration 14Q: 3 clusters Score -158558.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -158561.968750 Penalty: 2321.675781
	Iteration 15Q: 3 clusters Score -158562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -158565.468750 Penalty: 2321.675781
	Iteration 16Q: 3 clusters Score -158565.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -158576.625000 Penalty: 2321.675781
	Iteration 17Q: 3 clusters Score -158576.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -158587.062500 Penalty: 2321.675781
	Iteration 18Q: 3 clusters Score -158587.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -158594.281250 Penalty: 2321.675781
	Iteration 19Q: 3 clusters Score -158594.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -158600.343750 Penalty: 2321.675781
	Iteration 20F: 3 clusters Score -158600.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -158603.562500 Penalty: 2321.675781
	Iteration 21Q: 3 clusters Score -158603.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -158606.218750 Penalty: 2321.675781
	Iteration 22Q: 3 clusters Score -158606.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -158608.421875 Penalty: 2321.675781
	Iteration 23Q: 3 clusters Score -158608.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -158612.578125 Penalty: 2321.675781
	Iteration 24Q: 3 clusters Score -158612.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -158614.828125 Penalty: 2321.675781
	Iteration 25Q: 3 clusters Score -158614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -158622.687500 Penalty: 2321.675781
	Iteration 26Q: 3 clusters Score -158622.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -158632.703125 Penalty: 2321.675781
	Iteration 27Q: 3 clusters Score -158632.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -158636.156250 Penalty: 2321.675781
	Iteration 28Q: 3 clusters Score -158636.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -158636.156250 Penalty: 2321.675781
	Iteration 29F: 3 clusters Score -158636.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -174883.562500 Penalty: 1181.312744
	Iteration 0F: 2 clusters Score -174883.6 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 704 members 
Entering Unmasked Estep 
Score: -173163.093750 Penalty: 2362.625488
	Iteration 0F: 3 clusters Score -173163.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -173523.671875 Penalty: 2362.625488
	Iteration 1F: 3 clusters Score -173523.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -173637.687500 Penalty: 2362.625488
	Iteration 2F: 3 clusters Score -173637.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -173687.359375 Penalty: 2362.625488
	Iteration 3Q: 3 clusters Score -173687.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -173723.250000 Penalty: 2362.625488
	Iteration 4Q: 3 clusters Score -173723.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -173742.687500 Penalty: 2362.625488
	Iteration 5Q: 3 clusters Score -173742.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -173771.515625 Penalty: 2362.625488
	Iteration 6Q: 3 clusters Score -173771.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -173809.203125 Penalty: 2362.625488
	Iteration 7Q: 3 clusters Score -173809.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -173838.765625 Penalty: 2362.625488
	Iteration 8Q: 3 clusters Score -173838.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -173870.203125 Penalty: 2362.625488
	Iteration 9Q: 3 clusters Score -173870.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -173903.609375 Penalty: 2362.625488
	Iteration 10Q: 3 clusters Score -173903.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -173932.250000 Penalty: 2362.625488
	Iteration 11Q: 3 clusters Score -173932.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -173955.390625 Penalty: 2362.625488
	Iteration 12Q: 3 clusters Score -173955.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -173982.718750 Penalty: 2362.625488
	Iteration 13Q: 3 clusters Score -173982.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -174010.437500 Penalty: 2362.625488
	Iteration 14Q: 3 clusters Score -174010.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -174035.562500 Penalty: 2362.625488
	Iteration 15Q: 3 clusters Score -174035.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -174077.953125 Penalty: 2362.625488
	Iteration 16Q: 3 clusters Score -174078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -174123.531250 Penalty: 2362.625488
	Iteration 17Q: 3 clusters Score -174123.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -174154.062500 Penalty: 2362.625488
	Iteration 18Q: 3 clusters Score -174154.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -174192.343750 Penalty: 2362.625488
	Iteration 19Q: 3 clusters Score -174192.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -174235.875000 Penalty: 2362.625488
	Iteration 20F: 3 clusters Score -174235.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -174260.906250 Penalty: 2362.625488
	Iteration 21Q: 3 clusters Score -174260.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -174277.343750 Penalty: 2362.625488
	Iteration 22Q: 3 clusters Score -174277.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -174297.125000 Penalty: 2362.625488
	Iteration 23Q: 3 clusters Score -174297.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -174309.000000 Penalty: 2362.625488
	Iteration 24Q: 3 clusters Score -174309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -174315.093750 Penalty: 2362.625488
	Iteration 25Q: 3 clusters Score -174315.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -174318.984375 Penalty: 2362.625488
	Iteration 26Q: 3 clusters Score -174319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -174322.984375 Penalty: 2362.625488
	Iteration 27Q: 3 clusters Score -174323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -174329.546875 Penalty: 2362.625488
	Iteration 28Q: 3 clusters Score -174329.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -174333.968750 Penalty: 2362.625488
	Iteration 29Q: 3 clusters Score -174334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -174335.765625 Penalty: 2362.625488
	Iteration 30Q: 3 clusters Score -174335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -174337.421875 Penalty: 2362.625488
	Iteration 31Q: 3 clusters Score -174337.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -174337.421875 Penalty: 2362.625488
	Iteration 32F: 3 clusters Score -174337.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Entering Unmasked Estep 
Score: -2132311.750000 Penalty: 1551.739624
	Iteration 0F: 2 clusters Score -2132312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2122683.000000 Penalty: 3103.479248
	Iteration 0F: 3 clusters Score -2122683 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2126038.750000 Penalty: 3103.479248
	Iteration 1F: 3 clusters Score -2126039 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2126389.000000 Penalty: 3103.479248
	Iteration 2F: 3 clusters Score -2126389 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2126719.250000 Penalty: 3103.479248
	Iteration 3F: 3 clusters Score -2126719 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2127106.500000 Penalty: 3103.479248
	Iteration 4F: 3 clusters Score -2127106 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2127520.250000 Penalty: 3103.479248
	Iteration 5F: 3 clusters Score -2127520 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2127946.500000 Penalty: 3103.479248
	Iteration 6F: 3 clusters Score -2127946 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2128439.000000 Penalty: 3103.479248
	Iteration 7F: 3 clusters Score -2128439 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2128958.000000 Penalty: 3103.479248
	Iteration 8F: 3 clusters Score -2128958 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2129422.500000 Penalty: 3103.479248
	Iteration 9F: 3 clusters Score -2129422 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2129805.250000 Penalty: 3103.479248
	Iteration 10Q: 3 clusters Score -2129805 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2130107.500000 Penalty: 3103.479248
	Iteration 11Q: 3 clusters Score -2130108 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2130345.250000 Penalty: 3103.479248
	Iteration 12Q: 3 clusters Score -2130345 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2130515.250000 Penalty: 3103.479248
	Iteration 13Q: 3 clusters Score -2130515 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2130621.500000 Penalty: 3103.479248
	Iteration 14Q: 3 clusters Score -2130622 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2130697.250000 Penalty: 3103.479248
	Iteration 15Q: 3 clusters Score -2130697 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2130757.250000 Penalty: 3103.479248
	Iteration 16Q: 3 clusters Score -2130757 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2130799.500000 Penalty: 3103.479248
	Iteration 17Q: 3 clusters Score -2130800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2130841.500000 Penalty: 3103.479248
	Iteration 18Q: 3 clusters Score -2130842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2130860.250000 Penalty: 3103.479248
	Iteration 19Q: 3 clusters Score -2130860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2130882.000000 Penalty: 3103.479248
	Iteration 20F: 3 clusters Score -2130882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2130898.250000 Penalty: 3103.479248
	Iteration 21Q: 3 clusters Score -2130898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2130913.250000 Penalty: 3103.479248
	Iteration 22Q: 3 clusters Score -2130913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2130919.000000 Penalty: 3103.479248
	Iteration 23Q: 3 clusters Score -2130919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2130922.000000 Penalty: 3103.479248
	Iteration 24Q: 3 clusters Score -2130922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2130923.500000 Penalty: 3103.479248
	Iteration 25Q: 3 clusters Score -2130924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2130931.500000 Penalty: 3103.479248
	Iteration 26Q: 3 clusters Score -2130932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2130934.750000 Penalty: 3103.479248
	Iteration 27Q: 3 clusters Score -2130935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2130941.750000 Penalty: 3103.479248
	Iteration 28Q: 3 clusters Score -2130942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2130942.500000 Penalty: 3103.479248
	Iteration 29Q: 3 clusters Score -2130942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2130946.750000 Penalty: 3103.479248
	Iteration 30Q: 3 clusters Score -2130947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2130946.750000 Penalty: 3103.479248
	Iteration 31F: 3 clusters Score -2130947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Entering Unmasked Estep 
Score: -2410089.250000 Penalty: 1575.905029
	Iteration 0F: 2 clusters Score -2410089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2398981.500000 Penalty: 3151.810059
	Iteration 0F: 3 clusters Score -2398982 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2402947.500000 Penalty: 3151.810059
	Iteration 1F: 3 clusters Score -2402948 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2403357.000000 Penalty: 3151.810059
	Iteration 2F: 3 clusters Score -2403357 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2403796.250000 Penalty: 3151.810059
	Iteration 3F: 3 clusters Score -2403796 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2404243.250000 Penalty: 3151.810059
	Iteration 4F: 3 clusters Score -2404243 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2404728.500000 Penalty: 3151.810059
	Iteration 5F: 3 clusters Score -2404728 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2405182.250000 Penalty: 3151.810059
	Iteration 6F: 3 clusters Score -2405182 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2405606.500000 Penalty: 3151.810059
	Iteration 7F: 3 clusters Score -2405606 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2405986.500000 Penalty: 3151.810059
	Iteration 8Q: 3 clusters Score -2405986 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2406280.500000 Penalty: 3151.810059
	Iteration 9Q: 3 clusters Score -2406280 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2406524.500000 Penalty: 3151.810059
	Iteration 10Q: 3 clusters Score -2406524 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2406756.500000 Penalty: 3151.810059
	Iteration 11Q: 3 clusters Score -2406756 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2406951.250000 Penalty: 3151.810059
	Iteration 12Q: 3 clusters Score -2406951 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2407142.250000 Penalty: 3151.810059
	Iteration 13Q: 3 clusters Score -2407142 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2407275.250000 Penalty: 3151.810059
	Iteration 14Q: 3 clusters Score -2407275 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2407414.500000 Penalty: 3151.810059
	Iteration 15Q: 3 clusters Score -2407414 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2407592.250000 Penalty: 3151.810059
	Iteration 16Q: 3 clusters Score -2407592 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2407741.250000 Penalty: 3151.810059
	Iteration 17Q: 3 clusters Score -2407741 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2407895.750000 Penalty: 3151.810059
	Iteration 18Q: 3 clusters Score -2407896 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2408033.500000 Penalty: 3151.810059
	Iteration 19Q: 3 clusters Score -2408034 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2408167.750000 Penalty: 3151.810059
	Iteration 20F: 3 clusters Score -2408168 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2408296.250000 Penalty: 3151.810059
	Iteration 21Q: 3 clusters Score -2408296 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2408393.000000 Penalty: 3151.810059
	Iteration 22Q: 3 clusters Score -2408393 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2408466.500000 Penalty: 3151.810059
	Iteration 23Q: 3 clusters Score -2408466 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2408519.250000 Penalty: 3151.810059
	Iteration 24Q: 3 clusters Score -2408519 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2408577.250000 Penalty: 3151.810059
	Iteration 25Q: 3 clusters Score -2408577 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2408604.250000 Penalty: 3151.810059
	Iteration 26Q: 3 clusters Score -2408604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2408623.500000 Penalty: 3151.810059
	Iteration 27Q: 3 clusters Score -2408624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2408669.000000 Penalty: 3151.810059
	Iteration 28Q: 3 clusters Score -2408669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2408697.000000 Penalty: 3151.810059
	Iteration 29Q: 3 clusters Score -2408697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2408709.500000 Penalty: 3151.810059
	Iteration 30Q: 3 clusters Score -2408710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2408725.000000 Penalty: 3151.810059
	Iteration 31Q: 3 clusters Score -2408725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2408731.500000 Penalty: 3151.810059
	Iteration 32Q: 3 clusters Score -2408732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2408740.750000 Penalty: 3151.810059
	Iteration 33Q: 3 clusters Score -2408741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2408738.500000 Penalty: 3151.810059
	Iteration 34Q: 3 clusters Score -2408738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2408739.750000 Penalty: 3151.810059
	Iteration 35Q: 3 clusters Score -2408740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2408739.750000 Penalty: 3151.810059
	Iteration 36F: 3 clusters Score -2408740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -328288.281250 Penalty: 1263.686890
	Iteration 0F: 2 clusters Score -328288.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -325956.062500 Penalty: 2527.373779
	Iteration 0F: 3 clusters Score -325956.1 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -326522.562500 Penalty: 2527.373779
	Iteration 1F: 3 clusters Score -326522.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -326703.375000 Penalty: 2527.373779
	Iteration 2F: 3 clusters Score -326703.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -326832.750000 Penalty: 2527.373779
	Iteration 3F: 3 clusters Score -326832.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -326965.625000 Penalty: 2527.373779
	Iteration 4Q: 3 clusters Score -326965.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -327148.406250 Penalty: 2527.373779
	Iteration 5F: 3 clusters Score -327148.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -327318.750000 Penalty: 2527.373779
	Iteration 6F: 3 clusters Score -327318.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -327512.281250 Penalty: 2527.373779
	Iteration 7F: 3 clusters Score -327512.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -327690.937500 Penalty: 2527.373779
	Iteration 8F: 3 clusters Score -327690.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -327857.687500 Penalty: 2527.373779
	Iteration 9F: 3 clusters Score -327857.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -327969.031250 Penalty: 2527.373779
	Iteration 10Q: 3 clusters Score -327969 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -328034.468750 Penalty: 2527.373779
	Iteration 11Q: 3 clusters Score -328034.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -328063.312500 Penalty: 2527.373779
	Iteration 12Q: 3 clusters Score -328063.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -328082.781250 Penalty: 2527.373779
	Iteration 13Q: 3 clusters Score -328082.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -328104.656250 Penalty: 2527.373779
	Iteration 14Q: 3 clusters Score -328104.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -328112.250000 Penalty: 2527.373779
	Iteration 15Q: 3 clusters Score -328112.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -328118.312500 Penalty: 2527.373779
	Iteration 16Q: 3 clusters Score -328118.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -328125.468750 Penalty: 2527.373779
	Iteration 17Q: 3 clusters Score -328125.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -328127.750000 Penalty: 2527.373779
	Iteration 18Q: 3 clusters Score -328127.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -328129.343750 Penalty: 2527.373779
	Iteration 19Q: 3 clusters Score -328129.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -328130.906250 Penalty: 2527.373779
	Iteration 20F: 3 clusters Score -328130.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -328132.937500 Penalty: 2527.373779
	Iteration 21Q: 3 clusters Score -328132.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -328135.656250 Penalty: 2527.373779
	Iteration 22Q: 3 clusters Score -328135.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -328136.531250 Penalty: 2527.373779
	Iteration 23Q: 3 clusters Score -328136.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -328136.468750 Penalty: 2527.373779
	Iteration 24Q: 3 clusters Score -328136.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -328137.250000 Penalty: 2527.373779
	Iteration 25Q: 3 clusters Score -328137.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -328137.250000 Penalty: 2527.373779
	Iteration 26F: 3 clusters Score -328137.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Entering Unmasked Estep 
Score: -332993.500000 Penalty: 1262.317871
	Iteration 0F: 2 clusters Score -332993.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -330673.437500 Penalty: 2524.635742
	Iteration 0F: 3 clusters Score -330673.4 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -331291.125000 Penalty: 2524.635742
	Iteration 1F: 3 clusters Score -331291.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -331456.062500 Penalty: 2524.635742
	Iteration 2F: 3 clusters Score -331456.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -331519.687500 Penalty: 2524.635742
	Iteration 3Q: 3 clusters Score -331519.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -331581.656250 Penalty: 2524.635742
	Iteration 4Q: 3 clusters Score -331581.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -331634.062500 Penalty: 2524.635742
	Iteration 5Q: 3 clusters Score -331634.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -331683.062500 Penalty: 2524.635742
	Iteration 6Q: 3 clusters Score -331683.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -331717.187500 Penalty: 2524.635742
	Iteration 7Q: 3 clusters Score -331717.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -331752.875000 Penalty: 2524.635742
	Iteration 8Q: 3 clusters Score -331752.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -331794.187500 Penalty: 2524.635742
	Iteration 9Q: 3 clusters Score -331794.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -331857.437500 Penalty: 2524.635742
	Iteration 10Q: 3 clusters Score -331857.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -331931.312500 Penalty: 2524.635742
	Iteration 11Q: 3 clusters Score -331931.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -332012.937500 Penalty: 2524.635742
	Iteration 12Q: 3 clusters Score -332012.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -332106.000000 Penalty: 2524.635742
	Iteration 13Q: 3 clusters Score -332106 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -332188.187500 Penalty: 2524.635742
	Iteration 14Q: 3 clusters Score -332188.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -332278.343750 Penalty: 2524.635742
	Iteration 15Q: 3 clusters Score -332278.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -332341.343750 Penalty: 2524.635742
	Iteration 16Q: 3 clusters Score -332341.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -332374.562500 Penalty: 2524.635742
	Iteration 17Q: 3 clusters Score -332374.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -332398.593750 Penalty: 2524.635742
	Iteration 18Q: 3 clusters Score -332398.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -332420.312500 Penalty: 2524.635742
	Iteration 19Q: 3 clusters Score -332420.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -332450.218750 Penalty: 2524.635742
	Iteration 20F: 3 clusters Score -332450.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -332476.312500 Penalty: 2524.635742
	Iteration 21Q: 3 clusters Score -332476.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -332496.156250 Penalty: 2524.635742
	Iteration 22Q: 3 clusters Score -332496.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -332512.937500 Penalty: 2524.635742
	Iteration 23Q: 3 clusters Score -332512.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -332524.000000 Penalty: 2524.635742
	Iteration 24Q: 3 clusters Score -332524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -332530.343750 Penalty: 2524.635742
	Iteration 25Q: 3 clusters Score -332530.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -332533.812500 Penalty: 2524.635742
	Iteration 26Q: 3 clusters Score -332533.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -332533.812500 Penalty: 2524.635742
	Iteration 27F: 3 clusters Score -332533.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Entering Unmasked Estep 
Score: -1622245.750000 Penalty: 1555.912231
	Iteration 0F: 2 clusters Score -1622246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1612302.875000 Penalty: 3111.824463
	Iteration 0F: 3 clusters Score -1612303 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1615873.000000 Penalty: 3111.824463
	Iteration 1F: 3 clusters Score -1615873 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1616413.250000 Penalty: 3111.824463
	Iteration 2F: 3 clusters Score -1616413 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1617002.625000 Penalty: 3111.824463
	Iteration 3F: 3 clusters Score -1617003 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1617644.750000 Penalty: 3111.824463
	Iteration 4F: 3 clusters Score -1617645 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1618324.500000 Penalty: 3111.824463
	Iteration 5F: 3 clusters Score -1618324 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1619004.375000 Penalty: 3111.824463
	Iteration 6F: 3 clusters Score -1619004 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1619625.875000 Penalty: 3111.824463
	Iteration 7F: 3 clusters Score -1619626 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1620139.000000 Penalty: 3111.824463
	Iteration 8Q: 3 clusters Score -1620139 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1620455.000000 Penalty: 3111.824463
	Iteration 9Q: 3 clusters Score -1620455 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1620677.500000 Penalty: 3111.824463
	Iteration 10Q: 3 clusters Score -1620678 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1620811.875000 Penalty: 3111.824463
	Iteration 11Q: 3 clusters Score -1620812 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1620904.250000 Penalty: 3111.824463
	Iteration 12Q: 3 clusters Score -1620904 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1620951.500000 Penalty: 3111.824463
	Iteration 13Q: 3 clusters Score -1620952 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1621005.875000 Penalty: 3111.824463
	Iteration 14Q: 3 clusters Score -1621006 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1621065.000000 Penalty: 3111.824463
	Iteration 15Q: 3 clusters Score -1621065 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1621114.750000 Penalty: 3111.824463
	Iteration 16Q: 3 clusters Score -1621115 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1621150.750000 Penalty: 3111.824463
	Iteration 17Q: 3 clusters Score -1621151 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1621192.625000 Penalty: 3111.824463
	Iteration 18Q: 3 clusters Score -1621193 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1621215.000000 Penalty: 3111.824463
	Iteration 19Q: 3 clusters Score -1621215 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1621237.125000 Penalty: 3111.824463
	Iteration 20F: 3 clusters Score -1621237 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1621252.500000 Penalty: 3111.824463
	Iteration 21Q: 3 clusters Score -1621252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1621267.500000 Penalty: 3111.824463
	Iteration 22Q: 3 clusters Score -1621268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1621282.000000 Penalty: 3111.824463
	Iteration 23Q: 3 clusters Score -1621282 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1621306.750000 Penalty: 3111.824463
	Iteration 24Q: 3 clusters Score -1621307 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1621331.625000 Penalty: 3111.824463
	Iteration 25Q: 3 clusters Score -1621332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1621364.625000 Penalty: 3111.824463
	Iteration 26Q: 3 clusters Score -1621365 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1621428.750000 Penalty: 3111.824463
	Iteration 27Q: 3 clusters Score -1621429 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1621477.375000 Penalty: 3111.824463
	Iteration 28Q: 3 clusters Score -1621477 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1621511.125000 Penalty: 3111.824463
	Iteration 29Q: 3 clusters Score -1621511 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1621532.375000 Penalty: 3111.824463
	Iteration 30Q: 3 clusters Score -1621532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1621548.250000 Penalty: 3111.824463
	Iteration 31Q: 3 clusters Score -1621548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1621563.125000 Penalty: 3111.824463
	Iteration 32Q: 3 clusters Score -1621563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1621570.125000 Penalty: 3111.824463
	Iteration 33Q: 3 clusters Score -1621570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1621574.375000 Penalty: 3111.824463
	Iteration 34Q: 3 clusters Score -1621574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1621577.875000 Penalty: 3111.824463
	Iteration 35Q: 3 clusters Score -1621578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1621582.375000 Penalty: 3111.824463
	Iteration 36Q: 3 clusters Score -1621582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1621589.375000 Penalty: 3111.824463
	Iteration 37Q: 3 clusters Score -1621589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1621598.375000 Penalty: 3111.824463
	Iteration 38Q: 3 clusters Score -1621598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1621605.375000 Penalty: 3111.824463
	Iteration 39Q: 3 clusters Score -1621605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1621608.375000 Penalty: 3111.824463
	Iteration 40F: 3 clusters Score -1621608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1621612.750000 Penalty: 3111.824463
	Iteration 41Q: 3 clusters Score -1621613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1621613.875000 Penalty: 3111.824463
	Iteration 42Q: 3 clusters Score -1621614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1621614.250000 Penalty: 3111.824463
	Iteration 43Q: 3 clusters Score -1621614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1621617.375000 Penalty: 3111.824463
	Iteration 44Q: 3 clusters Score -1621617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1621616.250000 Penalty: 3111.824463
	Iteration 45Q: 3 clusters Score -1621616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1621618.500000 Penalty: 3111.824463
	Iteration 46Q: 3 clusters Score -1621618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1621617.625000 Penalty: 3111.824463
	Iteration 47Q: 3 clusters Score -1621618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1621616.625000 Penalty: 3111.824463
	Iteration 48Q: 3 clusters Score -1621617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1621616.625000 Penalty: 3111.824463
	Iteration 49F: 3 clusters Score -1621617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -102166.812500 Penalty: 1076.626221
	Iteration 0F: 2 clusters Score -102166.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -100982.984375 Penalty: 2153.252441
	Iteration 0F: 3 clusters Score -100983 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101406.695312 Penalty: 2153.252441
	Iteration 1F: 3 clusters Score -101406.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -101785.328125 Penalty: 2153.252441
	Iteration 2F: 3 clusters Score -101785.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -102087.062500 Penalty: 2153.252441
	Iteration 3F: 3 clusters Score -102087.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -102253.960938 Penalty: 2153.252441
	Iteration 4F: 3 clusters Score -102254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -102303.453125 Penalty: 2153.252441
	Iteration 5Q: 3 clusters Score -102303.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -102334.625000 Penalty: 2153.252441
	Iteration 6Q: 3 clusters Score -102334.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -102364.804688 Penalty: 2153.252441
	Iteration 7Q: 3 clusters Score -102364.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -102375.882812 Penalty: 2153.252441
	Iteration 8Q: 3 clusters Score -102375.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102378.117188 Penalty: 2153.252441
	Iteration 9Q: 3 clusters Score -102378.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102378.117188 Penalty: 2153.252441
	Iteration 10F: 3 clusters Score -102378.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7255 members 
Mstep: Class 4 contains 13549 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1436 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 16283 members 
Mstep: Class 10 contains 2384 members 
Mstep: Class 11 contains 2364 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 305 members 
Mstep: Class 14 contains 2314 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12558 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 20938 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 449 members 
Mstep: Class 21 contains 19738 members 
Mstep: Class 22 contains 1591 members 
Mstep: Class 23 contains 8332 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 1942 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 855 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18597 members 
Mstep: Class 31 contains 19482 members 
Mstep: Class 32 contains 2785 members 
Mstep: Class 33 contains 1947 members 
Mstep: Class 34 contains 10019 members 
Mstep: Class 35 contains 7337 members 
Mstep: Class 36 contains 1617 members 
Mstep: Class 37 contains 3385 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16139 members 
Mstep: Class 40 contains 9906 members 
Mstep: Class 41 contains 6725 members 
Mstep: Class 42 contains 3440 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1598 members 
Mstep: Class 45 contains 2592 members 
Mstep: Class 46 contains 6074 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3003 members 
Mstep: Class 49 contains 14584 members 
Mstep: Class 50 contains 9880 members 
Mstep: Class 51 contains 19587 members 
Mstep: Class 52 contains 9955 members 
Mstep: Class 53 contains 7754 members 
Mstep: Class 54 contains 1623 members 
Mstep: Class 55 contains 844 members 
Mstep: Class 56 contains 1271 members 
Mstep: Class 57 contains 3404 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18683 members 
Mstep: Class 61 contains 15457 members 
Mstep: Class 62 contains 8760 members 
Mstep: Class 63 contains 1361 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16573 members 
Mstep: Class 67 contains 2550 members 
Mstep: Class 68 contains 13357 members 
Mstep: Class 69 contains 744 members 
Mstep: Class 70 contains 21978 members 
Mstep: Class 71 contains 23211 members 
Mstep: Class 72 contains 2023 members 
Mstep: Class 73 contains 3189 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6774 members 
Mstep: Class 76 contains 10052 members 
Mstep: Class 77 contains 624 members 
Mstep: Class 78 contains 7162 members 
Mstep: Class 79 contains 20965 members 
Mstep: Class 80 contains 9447 members 
Mstep: Class 81 contains 20890 members 
Mstep: Class 82 contains 1340 members 
Mstep: Class 83 contains 2189 members 
Mstep: Class 84 contains 1129 members 
Mstep: Class 85 contains 22385 members 
Mstep: Class 86 contains 7457 members 
Entering Unmasked Estep 
Score: -85940440.000000 Penalty: 185964.312500
Splitting cluster 13 changes total score from -85941384.000000 to -85940440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -318748.906250 Penalty: 1258.844116
	Iteration 0F: 2 clusters Score -318748.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -316465.375000 Penalty: 2517.688232
	Iteration 0F: 3 clusters Score -316465.4 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -317030.031250 Penalty: 2517.688232
	Iteration 1F: 3 clusters Score -317030 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -317221.093750 Penalty: 2517.688232
	Iteration 2F: 3 clusters Score -317221.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -317374.593750 Penalty: 2517.688232
	Iteration 3F: 3 clusters Score -317374.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -317507.875000 Penalty: 2517.688232
	Iteration 4F: 3 clusters Score -317507.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -317674.062500 Penalty: 2517.688232
	Iteration 5F: 3 clusters Score -317674.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -317843.343750 Penalty: 2517.688232
	Iteration 6F: 3 clusters Score -317843.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -317991.250000 Penalty: 2517.688232
	Iteration 7Q: 3 clusters Score -317991.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -318115.968750 Penalty: 2517.688232
	Iteration 8Q: 3 clusters Score -318116 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -318182.062500 Penalty: 2517.688232
	Iteration 9Q: 3 clusters Score -318182.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -318227.875000 Penalty: 2517.688232
	Iteration 10Q: 3 clusters Score -318227.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -318246.250000 Penalty: 2517.688232
	Iteration 11Q: 3 clusters Score -318246.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -318254.875000 Penalty: 2517.688232
	Iteration 12Q: 3 clusters Score -318254.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -318262.468750 Penalty: 2517.688232
	Iteration 13Q: 3 clusters Score -318262.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -318266.875000 Penalty: 2517.688232
	Iteration 14Q: 3 clusters Score -318266.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -318269.187500 Penalty: 2517.688232
	Iteration 15Q: 3 clusters Score -318269.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -318271.281250 Penalty: 2517.688232
	Iteration 16Q: 3 clusters Score -318271.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -318274.656250 Penalty: 2517.688232
	Iteration 17Q: 3 clusters Score -318274.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -318277.281250 Penalty: 2517.688232
	Iteration 18Q: 3 clusters Score -318277.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -318278.750000 Penalty: 2517.688232
	Iteration 19Q: 3 clusters Score -318278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -318280.062500 Penalty: 2517.688232
	Iteration 20F: 3 clusters Score -318280.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -318280.312500 Penalty: 2517.688232
	Iteration 21Q: 3 clusters Score -318280.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -318280.968750 Penalty: 2517.688232
	Iteration 22Q: 3 clusters Score -318281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -318282.187500 Penalty: 2517.688232
	Iteration 23Q: 3 clusters Score -318282.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -318282.062500 Penalty: 2517.688232
	Iteration 24Q: 3 clusters Score -318282.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -318282.812500 Penalty: 2517.688232
	Iteration 25Q: 3 clusters Score -318282.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -318283.000000 Penalty: 2517.688232
	Iteration 26Q: 3 clusters Score -318283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -318283.000000 Penalty: 2517.688232
	Iteration 27F: 3 clusters Score -318283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -251429.312500 Penalty: 1225.781982
	Iteration 0F: 2 clusters Score -251429.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -249469.781250 Penalty: 2451.563965
	Iteration 0F: 3 clusters Score -249469.8 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -249915.109375 Penalty: 2451.563965
	Iteration 1F: 3 clusters Score -249915.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -250049.640625 Penalty: 2451.563965
	Iteration 2F: 3 clusters Score -250049.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -250192.109375 Penalty: 2451.563965
	Iteration 3F: 3 clusters Score -250192.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -250342.140625 Penalty: 2451.563965
	Iteration 4F: 3 clusters Score -250342.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -250502.765625 Penalty: 2451.563965
	Iteration 5F: 3 clusters Score -250502.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -250709.546875 Penalty: 2451.563965
	Iteration 6F: 3 clusters Score -250709.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -250947.515625 Penalty: 2451.563965
	Iteration 7F: 3 clusters Score -250947.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -251147.625000 Penalty: 2451.563965
	Iteration 8F: 3 clusters Score -251147.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -251262.031250 Penalty: 2451.563965
	Iteration 9Q: 3 clusters Score -251262 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -251310.046875 Penalty: 2451.563965
	Iteration 10Q: 3 clusters Score -251310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -251327.859375 Penalty: 2451.563965
	Iteration 11Q: 3 clusters Score -251327.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -251340.671875 Penalty: 2451.563965
	Iteration 12Q: 3 clusters Score -251340.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -251351.906250 Penalty: 2451.563965
	Iteration 13Q: 3 clusters Score -251351.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -251357.156250 Penalty: 2451.563965
	Iteration 14Q: 3 clusters Score -251357.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -251362.359375 Penalty: 2451.563965
	Iteration 15Q: 3 clusters Score -251362.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -251369.875000 Penalty: 2451.563965
	Iteration 16Q: 3 clusters Score -251369.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -251374.390625 Penalty: 2451.563965
	Iteration 17Q: 3 clusters Score -251374.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -251379.250000 Penalty: 2451.563965
	Iteration 18Q: 3 clusters Score -251379.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -251380.296875 Penalty: 2451.563965
	Iteration 19Q: 3 clusters Score -251380.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -251381.875000 Penalty: 2451.563965
	Iteration 20F: 3 clusters Score -251381.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Entering Unmasked Estep 
Score: -1910638.125000 Penalty: 1533.693359
	Iteration 0F: 2 clusters Score -1910638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1901991.125000 Penalty: 3067.386719
	Iteration 0F: 3 clusters Score -1901991 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1904951.125000 Penalty: 3067.386719
	Iteration 1F: 3 clusters Score -1904951 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1905289.625000 Penalty: 3067.386719
	Iteration 2F: 3 clusters Score -1905290 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1905569.000000 Penalty: 3067.386719
	Iteration 3F: 3 clusters Score -1905569 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1905828.250000 Penalty: 3067.386719
	Iteration 4F: 3 clusters Score -1905828 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1906062.875000 Penalty: 3067.386719
	Iteration 5Q: 3 clusters Score -1906063 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1906272.625000 Penalty: 3067.386719
	Iteration 6Q: 3 clusters Score -1906273 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1906499.500000 Penalty: 3067.386719
	Iteration 7Q: 3 clusters Score -1906500 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1906753.875000 Penalty: 3067.386719
	Iteration 8Q: 3 clusters Score -1906754 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1907051.750000 Penalty: 3067.386719
	Iteration 9Q: 3 clusters Score -1907052 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1907371.875000 Penalty: 3067.386719
	Iteration 10Q: 3 clusters Score -1907372 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1907652.750000 Penalty: 3067.386719
	Iteration 11Q: 3 clusters Score -1907653 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1907936.500000 Penalty: 3067.386719
	Iteration 12Q: 3 clusters Score -1907936 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1908212.000000 Penalty: 3067.386719
	Iteration 13Q: 3 clusters Score -1908212 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1908479.875000 Penalty: 3067.386719
	Iteration 14Q: 3 clusters Score -1908480 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1908722.875000 Penalty: 3067.386719
	Iteration 15Q: 3 clusters Score -1908723 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1908929.875000 Penalty: 3067.386719
	Iteration 16Q: 3 clusters Score -1908930 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1909072.000000 Penalty: 3067.386719
	Iteration 17Q: 3 clusters Score -1909072 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1909164.875000 Penalty: 3067.386719
	Iteration 18Q: 3 clusters Score -1909165 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1909221.125000 Penalty: 3067.386719
	Iteration 19Q: 3 clusters Score -1909221 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1909252.500000 Penalty: 3067.386719
	Iteration 20F: 3 clusters Score -1909252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1909276.000000 Penalty: 3067.386719
	Iteration 21Q: 3 clusters Score -1909276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1909294.000000 Penalty: 3067.386719
	Iteration 22Q: 3 clusters Score -1909294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1909309.625000 Penalty: 3067.386719
	Iteration 23Q: 3 clusters Score -1909310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1909319.250000 Penalty: 3067.386719
	Iteration 24Q: 3 clusters Score -1909319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1909323.375000 Penalty: 3067.386719
	Iteration 25Q: 3 clusters Score -1909323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1909332.500000 Penalty: 3067.386719
	Iteration 26Q: 3 clusters Score -1909332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1909339.375000 Penalty: 3067.386719
	Iteration 27Q: 3 clusters Score -1909339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1909346.250000 Penalty: 3067.386719
	Iteration 28Q: 3 clusters Score -1909346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1909345.000000 Penalty: 3067.386719
	Iteration 29Q: 3 clusters Score -1909345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1909349.375000 Penalty: 3067.386719
	Iteration 30Q: 3 clusters Score -1909349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1909350.000000 Penalty: 3067.386719
	Iteration 31Q: 3 clusters Score -1909350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1909350.000000 Penalty: 3067.386719
	Iteration 32F: 3 clusters Score -1909350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Entering Unmasked Estep 
Score: -211133.234375 Penalty: 1192.146362
	Iteration 0F: 2 clusters Score -211133.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -209346.906250 Penalty: 2384.292725
	Iteration 0F: 3 clusters Score -209346.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -209778.593750 Penalty: 2384.292725
	Iteration 1F: 3 clusters Score -209778.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -209957.312500 Penalty: 2384.292725
	Iteration 2F: 3 clusters Score -209957.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -210154.718750 Penalty: 2384.292725
	Iteration 3F: 3 clusters Score -210154.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -210425.765625 Penalty: 2384.292725
	Iteration 4F: 3 clusters Score -210425.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -210714.343750 Penalty: 2384.292725
	Iteration 5F: 3 clusters Score -210714.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -210905.328125 Penalty: 2384.292725
	Iteration 6F: 3 clusters Score -210905.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -211031.375000 Penalty: 2384.292725
	Iteration 7F: 3 clusters Score -211031.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -211089.718750 Penalty: 2384.292725
	Iteration 8Q: 3 clusters Score -211089.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -211108.921875 Penalty: 2384.292725
	Iteration 9Q: 3 clusters Score -211108.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -211117.812500 Penalty: 2384.292725
	Iteration 10Q: 3 clusters Score -211117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -211120.281250 Penalty: 2384.292725
	Iteration 11Q: 3 clusters Score -211120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -211122.078125 Penalty: 2384.292725
	Iteration 12Q: 3 clusters Score -211122.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -211123.078125 Penalty: 2384.292725
	Iteration 13Q: 3 clusters Score -211123.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -211123.078125 Penalty: 2384.292725
	Iteration 14F: 3 clusters Score -211123.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Entering Unmasked Estep 
Score: -3206668.000000 Penalty: 1616.764648
	Iteration 0F: 2 clusters Score -3206668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -3193967.750000 Penalty: 3233.529297
	Iteration 0F: 3 clusters Score -3193968 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3199467.500000 Penalty: 3233.529297
	Iteration 1F: 3 clusters Score -3199468 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -3200230.000000 Penalty: 3233.529297
	Iteration 2F: 3 clusters Score -3200230 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3201000.750000 Penalty: 3233.529297
	Iteration 3F: 3 clusters Score -3201001 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -3201753.250000 Penalty: 3233.529297
	Iteration 4F: 3 clusters Score -3201753 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3202405.250000 Penalty: 3233.529297
	Iteration 5F: 3 clusters Score -3202405 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -3202980.250000 Penalty: 3233.529297
	Iteration 6F: 3 clusters Score -3202980 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -3203480.750000 Penalty: 3233.529297
	Iteration 7Q: 3 clusters Score -3203481 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -3203951.500000 Penalty: 3233.529297
	Iteration 8Q: 3 clusters Score -3203952 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3204341.000000 Penalty: 3233.529297
	Iteration 9Q: 3 clusters Score -3204341 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -3204728.000000 Penalty: 3233.529297
	Iteration 10Q: 3 clusters Score -3204728 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3205086.250000 Penalty: 3233.529297
	Iteration 11Q: 3 clusters Score -3205086 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -3205284.000000 Penalty: 3233.529297
	Iteration 12Q: 3 clusters Score -3205284 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -3205404.750000 Penalty: 3233.529297
	Iteration 13Q: 3 clusters Score -3205405 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -3205482.750000 Penalty: 3233.529297
	Iteration 14Q: 3 clusters Score -3205483 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -3205510.000000 Penalty: 3233.529297
	Iteration 15Q: 3 clusters Score -3205510 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -3205530.750000 Penalty: 3233.529297
	Iteration 16Q: 3 clusters Score -3205531 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3205561.750000 Penalty: 3233.529297
	Iteration 17Q: 3 clusters Score -3205562 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -3205571.750000 Penalty: 3233.529297
	Iteration 18Q: 3 clusters Score -3205572 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -3205564.750000 Penalty: 3233.529297
	Iteration 19Q: 3 clusters Score -3205565 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -3205566.500000 Penalty: 3233.529297
	Iteration 20F: 3 clusters Score -3205566 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -3205573.250000 Penalty: 3233.529297
	Iteration 21Q: 3 clusters Score -3205573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3205580.750000 Penalty: 3233.529297
	Iteration 22Q: 3 clusters Score -3205581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -3205586.500000 Penalty: 3233.529297
	Iteration 23Q: 3 clusters Score -3205586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -3205581.750000 Penalty: 3233.529297
	Iteration 24Q: 3 clusters Score -3205582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -3205592.250000 Penalty: 3233.529297
	Iteration 25Q: 3 clusters Score -3205592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -3205591.500000 Penalty: 3233.529297
	Iteration 26Q: 3 clusters Score -3205592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -3205592.000000 Penalty: 3233.529297
	Iteration 27Q: 3 clusters Score -3205592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -3205597.000000 Penalty: 3233.529297
	Iteration 28Q: 3 clusters Score -3205597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -3205599.500000 Penalty: 3233.529297
	Iteration 29Q: 3 clusters Score -3205600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -3205594.750000 Penalty: 3233.529297
	Iteration 30Q: 3 clusters Score -3205595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -3205596.750000 Penalty: 3233.529297
	Iteration 31Q: 3 clusters Score -3205597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -3205597.750000 Penalty: 3233.529297
	Iteration 32Q: 3 clusters Score -3205598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -3205601.250000 Penalty: 3233.529297
	Iteration 33Q: 3 clusters Score -3205601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -3205600.750000 Penalty: 3233.529297
	Iteration 34Q: 3 clusters Score -3205601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -3205605.250000 Penalty: 3233.529297
	Iteration 35Q: 3 clusters Score -3205605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -3205605.000000 Penalty: 3233.529297
	Iteration 36Q: 3 clusters Score -3205605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -3205607.250000 Penalty: 3233.529297
	Iteration 37Q: 3 clusters Score -3205607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -3205603.750000 Penalty: 3233.529297
	Iteration 38Q: 3 clusters Score -3205604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -3205603.750000 Penalty: 3233.529297
	Iteration 39F: 3 clusters Score -3205604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -150246.484375 Penalty: 1125.887451
	Iteration 0F: 2 clusters Score -150246.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -148792.718750 Penalty: 2251.774902
	Iteration 0F: 3 clusters Score -148792.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -149072.828125 Penalty: 2251.774902
	Iteration 1F: 3 clusters Score -149072.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -149173.609375 Penalty: 2251.774902
	Iteration 2F: 3 clusters Score -149173.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -149211.093750 Penalty: 2251.774902
	Iteration 3Q: 3 clusters Score -149211.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -149231.515625 Penalty: 2251.774902
	Iteration 4Q: 3 clusters Score -149231.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -149243.953125 Penalty: 2251.774902
	Iteration 5Q: 3 clusters Score -149244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -149254.234375 Penalty: 2251.774902
	Iteration 6Q: 3 clusters Score -149254.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -149260.484375 Penalty: 2251.774902
	Iteration 7Q: 3 clusters Score -149260.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -149265.375000 Penalty: 2251.774902
	Iteration 8Q: 3 clusters Score -149265.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -149268.656250 Penalty: 2251.774902
	Iteration 9Q: 3 clusters Score -149268.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -149270.593750 Penalty: 2251.774902
	Iteration 10Q: 3 clusters Score -149270.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -149271.656250 Penalty: 2251.774902
	Iteration 11Q: 3 clusters Score -149271.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -149272.000000 Penalty: 2251.774902
	Iteration 12Q: 3 clusters Score -149272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -149272.000000 Penalty: 2251.774902
	Iteration 13F: 3 clusters Score -149272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Entering Unmasked Estep 
Score: -3015945.000000 Penalty: 1607.173828
	Iteration 0F: 2 clusters Score -3015945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -3003633.500000 Penalty: 3214.347656
	Iteration 0F: 3 clusters Score -3003634 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -3008649.250000 Penalty: 3214.347656
	Iteration 1F: 3 clusters Score -3008649 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -3009051.250000 Penalty: 3214.347656
	Iteration 2F: 3 clusters Score -3009051 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -3009471.250000 Penalty: 3214.347656
	Iteration 3F: 3 clusters Score -3009471 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -3009855.500000 Penalty: 3214.347656
	Iteration 4Q: 3 clusters Score -3009856 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -3010249.750000 Penalty: 3214.347656
	Iteration 5Q: 3 clusters Score -3010250 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3010612.750000 Penalty: 3214.347656
	Iteration 6Q: 3 clusters Score -3010613 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -3010966.000000 Penalty: 3214.347656
	Iteration 7Q: 3 clusters Score -3010966 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3011294.250000 Penalty: 3214.347656
	Iteration 8Q: 3 clusters Score -3011294 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -3011643.000000 Penalty: 3214.347656
	Iteration 9Q: 3 clusters Score -3011643 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3012068.500000 Penalty: 3214.347656
	Iteration 10Q: 3 clusters Score -3012068 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -3012577.750000 Penalty: 3214.347656
	Iteration 11Q: 3 clusters Score -3012578 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3013121.250000 Penalty: 3214.347656
	Iteration 12Q: 3 clusters Score -3013121 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -3013604.500000 Penalty: 3214.347656
	Iteration 13Q: 3 clusters Score -3013604 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -3014013.250000 Penalty: 3214.347656
	Iteration 14Q: 3 clusters Score -3014013 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -3014322.750000 Penalty: 3214.347656
	Iteration 15Q: 3 clusters Score -3014323 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -3014543.250000 Penalty: 3214.347656
	Iteration 16Q: 3 clusters Score -3014543 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -3014742.250000 Penalty: 3214.347656
	Iteration 17Q: 3 clusters Score -3014742 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -3014842.250000 Penalty: 3214.347656
	Iteration 18Q: 3 clusters Score -3014842 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3014914.000000 Penalty: 3214.347656
	Iteration 19Q: 3 clusters Score -3014914 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -3014960.250000 Penalty: 3214.347656
	Iteration 20F: 3 clusters Score -3014960 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -3015002.500000 Penalty: 3214.347656
	Iteration 21Q: 3 clusters Score -3015002 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -3015020.250000 Penalty: 3214.347656
	Iteration 22Q: 3 clusters Score -3015020 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -3015017.750000 Penalty: 3214.347656
	Iteration 23Q: 3 clusters Score -3015018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -3015028.500000 Penalty: 3214.347656
	Iteration 24Q: 3 clusters Score -3015028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -3015032.750000 Penalty: 3214.347656
	Iteration 25Q: 3 clusters Score -3015033 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -3015046.000000 Penalty: 3214.347656
	Iteration 26Q: 3 clusters Score -3015046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -3015054.250000 Penalty: 3214.347656
	Iteration 27Q: 3 clusters Score -3015054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3015064.000000 Penalty: 3214.347656
	Iteration 28Q: 3 clusters Score -3015064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -3015064.750000 Penalty: 3214.347656
	Iteration 29Q: 3 clusters Score -3015065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -3015070.000000 Penalty: 3214.347656
	Iteration 30Q: 3 clusters Score -3015070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -3015065.250000 Penalty: 3214.347656
	Iteration 31Q: 3 clusters Score -3015065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -3015063.750000 Penalty: 3214.347656
	Iteration 32Q: 3 clusters Score -3015064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -3015066.000000 Penalty: 3214.347656
	Iteration 33Q: 3 clusters Score -3015066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -3015063.750000 Penalty: 3214.347656
	Iteration 34Q: 3 clusters Score -3015064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -3015061.750000 Penalty: 3214.347656
	Iteration 35Q: 3 clusters Score -3015062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -3015063.500000 Penalty: 3214.347656
	Iteration 36Q: 3 clusters Score -3015064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -3015059.250000 Penalty: 3214.347656
	Iteration 37Q: 3 clusters Score -3015059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -3015058.250000 Penalty: 3214.347656
	Iteration 38Q: 3 clusters Score -3015058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -3015059.000000 Penalty: 3214.347656
	Iteration 39Q: 3 clusters Score -3015059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3015063.000000 Penalty: 3214.347656
	Iteration 40F: 3 clusters Score -3015063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -3015069.000000 Penalty: 3214.347656
	Iteration 41Q: 3 clusters Score -3015069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -3015070.000000 Penalty: 3214.347656
	Iteration 42Q: 3 clusters Score -3015070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -3015075.500000 Penalty: 3214.347656
	Iteration 43Q: 3 clusters Score -3015076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -3015076.250000 Penalty: 3214.347656
	Iteration 44Q: 3 clusters Score -3015076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -3015072.250000 Penalty: 3214.347656
	Iteration 45Q: 3 clusters Score -3015072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -3015073.750000 Penalty: 3214.347656
	Iteration 46Q: 3 clusters Score -3015074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -3015073.750000 Penalty: 3214.347656
	Iteration 47F: 3 clusters Score -3015074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Entering Unmasked Estep 
Score: -214559.359375 Penalty: 1197.969116
	Iteration 0F: 2 clusters Score -214559.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -212757.859375 Penalty: 2395.938232
	Iteration 0F: 3 clusters Score -212757.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -213133.890625 Penalty: 2395.938232
	Iteration 1F: 3 clusters Score -213133.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -213259.843750 Penalty: 2395.938232
	Iteration 2F: 3 clusters Score -213259.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -213320.421875 Penalty: 2395.938232
	Iteration 3F: 3 clusters Score -213320.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -213378.890625 Penalty: 2395.938232
	Iteration 4Q: 3 clusters Score -213378.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -213453.406250 Penalty: 2395.938232
	Iteration 5Q: 3 clusters Score -213453.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -213501.203125 Penalty: 2395.938232
	Iteration 6Q: 3 clusters Score -213501.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -213555.000000 Penalty: 2395.938232
	Iteration 7Q: 3 clusters Score -213555 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -213616.843750 Penalty: 2395.938232
	Iteration 8Q: 3 clusters Score -213616.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -213667.781250 Penalty: 2395.938232
	Iteration 9Q: 3 clusters Score -213667.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -213708.796875 Penalty: 2395.938232
	Iteration 10Q: 3 clusters Score -213708.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -213732.656250 Penalty: 2395.938232
	Iteration 11Q: 3 clusters Score -213732.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -213742.921875 Penalty: 2395.938232
	Iteration 12Q: 3 clusters Score -213742.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -213754.640625 Penalty: 2395.938232
	Iteration 13Q: 3 clusters Score -213754.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -213764.125000 Penalty: 2395.938232
	Iteration 14Q: 3 clusters Score -213764.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -213770.375000 Penalty: 2395.938232
	Iteration 15Q: 3 clusters Score -213770.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -213773.531250 Penalty: 2395.938232
	Iteration 16Q: 3 clusters Score -213773.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -213774.312500 Penalty: 2395.938232
	Iteration 17Q: 3 clusters Score -213774.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -213775.281250 Penalty: 2395.938232
	Iteration 18Q: 3 clusters Score -213775.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -213776.093750 Penalty: 2395.938232
	Iteration 19Q: 3 clusters Score -213776.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -213776.562500 Penalty: 2395.938232
	Iteration 20F: 3 clusters Score -213776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -213778.062500 Penalty: 2395.938232
	Iteration 21Q: 3 clusters Score -213778.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -213780.406250 Penalty: 2395.938232
	Iteration 22Q: 3 clusters Score -213780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -213781.281250 Penalty: 2395.938232
	Iteration 23Q: 3 clusters Score -213781.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -213781.656250 Penalty: 2395.938232
	Iteration 24Q: 3 clusters Score -213781.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -213781.656250 Penalty: 2395.938232
	Iteration 25F: 3 clusters Score -213781.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Entering Unmasked Estep 
Score: -1189207.500000 Penalty: 1467.027100
	Iteration 0F: 2 clusters Score -1189208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1183151.375000 Penalty: 2934.054199
	Iteration 0F: 3 clusters Score -1183151 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1185199.750000 Penalty: 2934.054199
	Iteration 1F: 3 clusters Score -1185200 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1185442.625000 Penalty: 2934.054199
	Iteration 2F: 3 clusters Score -1185443 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1185630.875000 Penalty: 2934.054199
	Iteration 3F: 3 clusters Score -1185631 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1185793.250000 Penalty: 2934.054199
	Iteration 4Q: 3 clusters Score -1185793 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1185939.500000 Penalty: 2934.054199
	Iteration 5Q: 3 clusters Score -1185940 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1186081.875000 Penalty: 2934.054199
	Iteration 6Q: 3 clusters Score -1186082 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1186222.000000 Penalty: 2934.054199
	Iteration 7Q: 3 clusters Score -1186222 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1186357.250000 Penalty: 2934.054199
	Iteration 8Q: 3 clusters Score -1186357 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1186508.625000 Penalty: 2934.054199
	Iteration 9Q: 3 clusters Score -1186509 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1186667.625000 Penalty: 2934.054199
	Iteration 10Q: 3 clusters Score -1186668 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1186831.125000 Penalty: 2934.054199
	Iteration 11Q: 3 clusters Score -1186831 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1186995.500000 Penalty: 2934.054199
	Iteration 12Q: 3 clusters Score -1186996 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1187168.000000 Penalty: 2934.054199
	Iteration 13Q: 3 clusters Score -1187168 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1187347.750000 Penalty: 2934.054199
	Iteration 14Q: 3 clusters Score -1187348 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1187527.125000 Penalty: 2934.054199
	Iteration 15Q: 3 clusters Score -1187527 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1187652.000000 Penalty: 2934.054199
	Iteration 16Q: 3 clusters Score -1187652 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1187745.625000 Penalty: 2934.054199
	Iteration 17Q: 3 clusters Score -1187746 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1187818.625000 Penalty: 2934.054199
	Iteration 18Q: 3 clusters Score -1187819 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1187870.125000 Penalty: 2934.054199
	Iteration 19Q: 3 clusters Score -1187870 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1187902.500000 Penalty: 2934.054199
	Iteration 20F: 3 clusters Score -1187902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1187918.125000 Penalty: 2934.054199
	Iteration 21Q: 3 clusters Score -1187918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1187934.000000 Penalty: 2934.054199
	Iteration 22Q: 3 clusters Score -1187934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1187948.875000 Penalty: 2934.054199
	Iteration 23Q: 3 clusters Score -1187949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1187955.250000 Penalty: 2934.054199
	Iteration 24Q: 3 clusters Score -1187955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1187964.875000 Penalty: 2934.054199
	Iteration 25Q: 3 clusters Score -1187965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1187970.000000 Penalty: 2934.054199
	Iteration 26Q: 3 clusters Score -1187970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1187971.125000 Penalty: 2934.054199
	Iteration 27Q: 3 clusters Score -1187971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1187975.125000 Penalty: 2934.054199
	Iteration 28Q: 3 clusters Score -1187975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1187980.000000 Penalty: 2934.054199
	Iteration 29Q: 3 clusters Score -1187980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1187980.250000 Penalty: 2934.054199
	Iteration 30Q: 3 clusters Score -1187980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1187980.250000 Penalty: 2934.054199
	Iteration 31F: 3 clusters Score -1187980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Entering Unmasked Estep 
Score: -535597.500000 Penalty: 1346.067749
	Iteration 0F: 2 clusters Score -535597.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -532273.250000 Penalty: 2692.135498
	Iteration 0F: 3 clusters Score -532273.2 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -533264.250000 Penalty: 2692.135498
	Iteration 1F: 3 clusters Score -533264.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -533598.875000 Penalty: 2692.135498
	Iteration 2F: 3 clusters Score -533598.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -533883.937500 Penalty: 2692.135498
	Iteration 3F: 3 clusters Score -533883.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -534081.562500 Penalty: 2692.135498
	Iteration 4F: 3 clusters Score -534081.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -534270.500000 Penalty: 2692.135498
	Iteration 5F: 3 clusters Score -534270.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -534409.750000 Penalty: 2692.135498
	Iteration 6Q: 3 clusters Score -534409.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -534559.500000 Penalty: 2692.135498
	Iteration 7Q: 3 clusters Score -534559.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -534692.125000 Penalty: 2692.135498
	Iteration 8Q: 3 clusters Score -534692.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -534790.062500 Penalty: 2692.135498
	Iteration 9Q: 3 clusters Score -534790.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -534852.312500 Penalty: 2692.135498
	Iteration 10Q: 3 clusters Score -534852.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -534895.187500 Penalty: 2692.135498
	Iteration 11Q: 3 clusters Score -534895.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -534928.812500 Penalty: 2692.135498
	Iteration 12Q: 3 clusters Score -534928.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -534940.125000 Penalty: 2692.135498
	Iteration 13Q: 3 clusters Score -534940.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -534946.875000 Penalty: 2692.135498
	Iteration 14Q: 3 clusters Score -534946.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -534952.125000 Penalty: 2692.135498
	Iteration 15Q: 3 clusters Score -534952.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -534956.500000 Penalty: 2692.135498
	Iteration 16Q: 3 clusters Score -534956.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -534961.437500 Penalty: 2692.135498
	Iteration 17Q: 3 clusters Score -534961.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -534966.125000 Penalty: 2692.135498
	Iteration 18Q: 3 clusters Score -534966.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -534972.250000 Penalty: 2692.135498
	Iteration 19Q: 3 clusters Score -534972.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -534975.812500 Penalty: 2692.135498
	Iteration 20F: 3 clusters Score -534975.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -534980.187500 Penalty: 2692.135498
	Iteration 21Q: 3 clusters Score -534980.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -534981.187500 Penalty: 2692.135498
	Iteration 22Q: 3 clusters Score -534981.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -534981.687500 Penalty: 2692.135498
	Iteration 23Q: 3 clusters Score -534981.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -534982.687500 Penalty: 2692.135498
	Iteration 24Q: 3 clusters Score -534982.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -534983.125000 Penalty: 2692.135498
	Iteration 25Q: 3 clusters Score -534983.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -534984.125000 Penalty: 2692.135498
	Iteration 26Q: 3 clusters Score -534984.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -534986.687500 Penalty: 2692.135498
	Iteration 27Q: 3 clusters Score -534986.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -534989.750000 Penalty: 2692.135498
	Iteration 28Q: 3 clusters Score -534989.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -534991.812500 Penalty: 2692.135498
	Iteration 29Q: 3 clusters Score -534991.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -534993.687500 Penalty: 2692.135498
	Iteration 30Q: 3 clusters Score -534993.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -534995.125000 Penalty: 2692.135498
	Iteration 31Q: 3 clusters Score -534995.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -534997.625000 Penalty: 2692.135498
	Iteration 32Q: 3 clusters Score -534997.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -534997.625000 Penalty: 2692.135498
	Iteration 33F: 3 clusters Score -534997.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -43667.914062 Penalty: 978.810242
	Iteration 0F: 2 clusters Score -43667.91 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 222 members 
Entering Unmasked Estep 
Score: -42682.503906 Penalty: 1957.620483
	Iteration 0F: 3 clusters Score -42682.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -42867.644531 Penalty: 1957.620483
	Iteration 1F: 3 clusters Score -42867.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -42905.652344 Penalty: 1957.620483
	Iteration 2F: 3 clusters Score -42905.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42953.898438 Penalty: 1957.620483
	Iteration 3Q: 3 clusters Score -42953.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42988.472656 Penalty: 1957.620483
	Iteration 4Q: 3 clusters Score -42988.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43012.207031 Penalty: 1957.620483
	Iteration 5Q: 3 clusters Score -43012.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43034.257812 Penalty: 1957.620483
	Iteration 6Q: 3 clusters Score -43034.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43056.039062 Penalty: 1957.620483
	Iteration 7Q: 3 clusters Score -43056.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43067.476562 Penalty: 1957.620483
	Iteration 8Q: 3 clusters Score -43067.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43072.546875 Penalty: 1957.620483
	Iteration 9Q: 3 clusters Score -43072.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43080.160156 Penalty: 1957.620483
	Iteration 10Q: 3 clusters Score -43080.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43081.765625 Penalty: 1957.620483
	Iteration 11Q: 3 clusters Score -43081.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43081.765625 Penalty: 1957.620483
	Iteration 12F: 3 clusters Score -43081.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Entering Unmasked Estep 
Score: -250687.656250 Penalty: 1230.364502
	Iteration 0F: 2 clusters Score -250687.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -248632.453125 Penalty: 2460.729004
	Iteration 0F: 3 clusters Score -248632.5 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -249142.125000 Penalty: 2460.729004
	Iteration 1F: 3 clusters Score -249142.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -249300.656250 Penalty: 2460.729004
	Iteration 2F: 3 clusters Score -249300.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -249390.781250 Penalty: 2460.729004
	Iteration 3F: 3 clusters Score -249390.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -249439.828125 Penalty: 2460.729004
	Iteration 4Q: 3 clusters Score -249439.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -249468.390625 Penalty: 2460.729004
	Iteration 5Q: 3 clusters Score -249468.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -249496.203125 Penalty: 2460.729004
	Iteration 6Q: 3 clusters Score -249496.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -249523.250000 Penalty: 2460.729004
	Iteration 7Q: 3 clusters Score -249523.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -249548.000000 Penalty: 2460.729004
	Iteration 8Q: 3 clusters Score -249548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -249591.015625 Penalty: 2460.729004
	Iteration 9Q: 3 clusters Score -249591 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -249638.765625 Penalty: 2460.729004
	Iteration 10Q: 3 clusters Score -249638.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -249685.515625 Penalty: 2460.729004
	Iteration 11Q: 3 clusters Score -249685.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -249721.859375 Penalty: 2460.729004
	Iteration 12Q: 3 clusters Score -249721.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -249757.109375 Penalty: 2460.729004
	Iteration 13Q: 3 clusters Score -249757.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -249779.796875 Penalty: 2460.729004
	Iteration 14Q: 3 clusters Score -249779.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -249797.328125 Penalty: 2460.729004
	Iteration 15Q: 3 clusters Score -249797.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -249810.250000 Penalty: 2460.729004
	Iteration 16Q: 3 clusters Score -249810.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -249820.937500 Penalty: 2460.729004
	Iteration 17Q: 3 clusters Score -249820.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -249830.546875 Penalty: 2460.729004
	Iteration 18Q: 3 clusters Score -249830.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -249839.890625 Penalty: 2460.729004
	Iteration 19Q: 3 clusters Score -249839.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -249844.609375 Penalty: 2460.729004
	Iteration 20F: 3 clusters Score -249844.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -249850.515625 Penalty: 2460.729004
	Iteration 21Q: 3 clusters Score -249850.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -249859.921875 Penalty: 2460.729004
	Iteration 22Q: 3 clusters Score -249859.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -249875.156250 Penalty: 2460.729004
	Iteration 23Q: 3 clusters Score -249875.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -249894.953125 Penalty: 2460.729004
	Iteration 24Q: 3 clusters Score -249895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -249907.250000 Penalty: 2460.729004
	Iteration 25Q: 3 clusters Score -249907.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -249911.515625 Penalty: 2460.729004
	Iteration 26Q: 3 clusters Score -249911.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -249915.750000 Penalty: 2460.729004
	Iteration 27Q: 3 clusters Score -249915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -249917.343750 Penalty: 2460.729004
	Iteration 28Q: 3 clusters Score -249917.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -249918.906250 Penalty: 2460.729004
	Iteration 29Q: 3 clusters Score -249918.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -249921.187500 Penalty: 2460.729004
	Iteration 30Q: 3 clusters Score -249921.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -249924.906250 Penalty: 2460.729004
	Iteration 31Q: 3 clusters Score -249924.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -249926.078125 Penalty: 2460.729004
	Iteration 32Q: 3 clusters Score -249926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -249926.140625 Penalty: 2460.729004
	Iteration 33Q: 3 clusters Score -249926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -249926.703125 Penalty: 2460.729004
	Iteration 34Q: 3 clusters Score -249926.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -249927.750000 Penalty: 2460.729004
	Iteration 35Q: 3 clusters Score -249927.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -249929.640625 Penalty: 2460.729004
	Iteration 36Q: 3 clusters Score -249929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -249930.343750 Penalty: 2460.729004
	Iteration 37Q: 3 clusters Score -249930.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -249931.562500 Penalty: 2460.729004
	Iteration 38Q: 3 clusters Score -249931.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -249934.625000 Penalty: 2460.729004
	Iteration 39Q: 3 clusters Score -249934.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -249934.625000 Penalty: 2460.729004
	Iteration 40F: 3 clusters Score -249934.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Entering Unmasked Estep 
Score: -947676.375000 Penalty: 1432.738647
	Iteration 0F: 2 clusters Score -947676.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -942653.750000 Penalty: 2865.477295
	Iteration 0F: 3 clusters Score -942653.8 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -944339.562500 Penalty: 2865.477295
	Iteration 1F: 3 clusters Score -944339.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -944713.500000 Penalty: 2865.477295
	Iteration 2F: 3 clusters Score -944713.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -945061.375000 Penalty: 2865.477295
	Iteration 3F: 3 clusters Score -945061.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -945383.812500 Penalty: 2865.477295
	Iteration 4F: 3 clusters Score -945383.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -945718.000000 Penalty: 2865.477295
	Iteration 5F: 3 clusters Score -945718 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -946077.000000 Penalty: 2865.477295
	Iteration 6F: 3 clusters Score -946077 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -946405.500000 Penalty: 2865.477295
	Iteration 7F: 3 clusters Score -946405.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -946655.375000 Penalty: 2865.477295
	Iteration 8Q: 3 clusters Score -946655.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -946818.750000 Penalty: 2865.477295
	Iteration 9Q: 3 clusters Score -946818.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -946912.625000 Penalty: 2865.477295
	Iteration 10Q: 3 clusters Score -946912.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -946952.000000 Penalty: 2865.477295
	Iteration 11Q: 3 clusters Score -946952 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -946975.250000 Penalty: 2865.477295
	Iteration 12Q: 3 clusters Score -946975.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -946992.312500 Penalty: 2865.477295
	Iteration 13Q: 3 clusters Score -946992.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -947005.562500 Penalty: 2865.477295
	Iteration 14Q: 3 clusters Score -947005.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -947017.812500 Penalty: 2865.477295
	Iteration 15Q: 3 clusters Score -947017.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -947022.250000 Penalty: 2865.477295
	Iteration 16Q: 3 clusters Score -947022.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -947024.625000 Penalty: 2865.477295
	Iteration 17Q: 3 clusters Score -947024.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -947029.687500 Penalty: 2865.477295
	Iteration 18Q: 3 clusters Score -947029.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -947031.437500 Penalty: 2865.477295
	Iteration 19Q: 3 clusters Score -947031.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -947036.937500 Penalty: 2865.477295
	Iteration 20F: 3 clusters Score -947036.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -947040.375000 Penalty: 2865.477295
	Iteration 21Q: 3 clusters Score -947040.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -947042.625000 Penalty: 2865.477295
	Iteration 22Q: 3 clusters Score -947042.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -947043.062500 Penalty: 2865.477295
	Iteration 23Q: 3 clusters Score -947043.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -947046.312500 Penalty: 2865.477295
	Iteration 24Q: 3 clusters Score -947046.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -947046.000000 Penalty: 2865.477295
	Iteration 25Q: 3 clusters Score -947046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -947050.437500 Penalty: 2865.477295
	Iteration 26Q: 3 clusters Score -947050.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -947051.687500 Penalty: 2865.477295
	Iteration 27Q: 3 clusters Score -947051.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -947052.062500 Penalty: 2865.477295
	Iteration 28Q: 3 clusters Score -947052.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -947052.312500 Penalty: 2865.477295
	Iteration 29Q: 3 clusters Score -947052.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -947052.687500 Penalty: 2865.477295
	Iteration 30Q: 3 clusters Score -947052.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -947053.937500 Penalty: 2865.477295
	Iteration 31Q: 3 clusters Score -947053.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -947054.437500 Penalty: 2865.477295
	Iteration 32Q: 3 clusters Score -947054.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -947055.562500 Penalty: 2865.477295
	Iteration 33Q: 3 clusters Score -947055.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -947054.125000 Penalty: 2865.477295
	Iteration 34Q: 3 clusters Score -947054.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -947055.812500 Penalty: 2865.477295
	Iteration 35Q: 3 clusters Score -947055.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -947053.500000 Penalty: 2865.477295
	Iteration 36Q: 3 clusters Score -947053.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -947055.250000 Penalty: 2865.477295
	Iteration 37Q: 3 clusters Score -947055.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -947056.125000 Penalty: 2865.477295
	Iteration 38Q: 3 clusters Score -947056.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -947055.875000 Penalty: 2865.477295
	Iteration 39Q: 3 clusters Score -947055.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -947058.562500 Penalty: 2865.477295
	Iteration 40F: 3 clusters Score -947058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -947057.687500 Penalty: 2865.477295
	Iteration 41Q: 3 clusters Score -947057.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -947056.875000 Penalty: 2865.477295
	Iteration 42Q: 3 clusters Score -947056.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -947057.875000 Penalty: 2865.477295
	Iteration 43Q: 3 clusters Score -947057.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -947057.500000 Penalty: 2865.477295
	Iteration 44Q: 3 clusters Score -947057.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -947057.500000 Penalty: 2865.477295
	Iteration 45F: 3 clusters Score -947057.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -103271.273438 Penalty: 1097.053955
	Iteration 0F: 2 clusters Score -103271.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -101946.820312 Penalty: 2194.107910
	Iteration 0F: 3 clusters Score -101946.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102265.906250 Penalty: 2194.107910
	Iteration 1F: 3 clusters Score -102265.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -102402.601562 Penalty: 2194.107910
	Iteration 2F: 3 clusters Score -102402.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -102530.859375 Penalty: 2194.107910
	Iteration 3F: 3 clusters Score -102530.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -102653.671875 Penalty: 2194.107910
	Iteration 4F: 3 clusters Score -102653.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -102785.273438 Penalty: 2194.107910
	Iteration 5F: 3 clusters Score -102785.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -102967.625000 Penalty: 2194.107910
	Iteration 6F: 3 clusters Score -102967.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -103076.070312 Penalty: 2194.107910
	Iteration 7F: 3 clusters Score -103076.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -103130.125000 Penalty: 2194.107910
	Iteration 8Q: 3 clusters Score -103130.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -103153.648438 Penalty: 2194.107910
	Iteration 9Q: 3 clusters Score -103153.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -103162.679688 Penalty: 2194.107910
	Iteration 10Q: 3 clusters Score -103162.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -103168.664062 Penalty: 2194.107910
	Iteration 11Q: 3 clusters Score -103168.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -103173.078125 Penalty: 2194.107910
	Iteration 12Q: 3 clusters Score -103173.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -103174.281250 Penalty: 2194.107910
	Iteration 13Q: 3 clusters Score -103174.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -103174.609375 Penalty: 2194.107910
	Iteration 14Q: 3 clusters Score -103174.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -103174.609375 Penalty: 2194.107910
	Iteration 15F: 3 clusters Score -103174.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -48145.527344 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -48145.53 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 199 members 
Entering Unmasked Estep 
Score: -47351.933594 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -47351.93 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -47666.429688 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -47666.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47771.566406 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -47771.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47825.921875 Penalty: 1924.512939
	Iteration 3F: 3 clusters Score -47825.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47839.265625 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -47839.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47857.066406 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -47857.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47889.953125 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -47889.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47905.382812 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -47905.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47910.941406 Penalty: 1924.512939
	Iteration 8F: 3 clusters Score -47910.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47920.832031 Penalty: 1924.512939
	Iteration 9Q: 3 clusters Score -47920.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47934.578125 Penalty: 1924.512939
	Iteration 10Q: 3 clusters Score -47934.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47938.125000 Penalty: 1924.512939
	Iteration 11Q: 3 clusters Score -47938.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47938.125000 Penalty: 1924.512939
	Iteration 12F: 3 clusters Score -47938.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Entering Unmasked Estep 
Score: -2831828.000000 Penalty: 1597.497681
	Iteration 0F: 2 clusters Score -2831828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2819391.500000 Penalty: 3194.995361
	Iteration 0F: 3 clusters Score -2819392 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2823941.000000 Penalty: 3194.995361
	Iteration 1F: 3 clusters Score -2823941 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2824315.000000 Penalty: 3194.995361
	Iteration 2F: 3 clusters Score -2824315 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2824640.250000 Penalty: 3194.995361
	Iteration 3Q: 3 clusters Score -2824640 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2824926.750000 Penalty: 3194.995361
	Iteration 4Q: 3 clusters Score -2824927 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2825217.500000 Penalty: 3194.995361
	Iteration 5Q: 3 clusters Score -2825218 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2825555.500000 Penalty: 3194.995361
	Iteration 6Q: 3 clusters Score -2825556 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2825938.500000 Penalty: 3194.995361
	Iteration 7Q: 3 clusters Score -2825938 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2826429.250000 Penalty: 3194.995361
	Iteration 8Q: 3 clusters Score -2826429 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2826963.000000 Penalty: 3194.995361
	Iteration 9Q: 3 clusters Score -2826963 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2827507.500000 Penalty: 3194.995361
	Iteration 10Q: 3 clusters Score -2827508 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2828007.250000 Penalty: 3194.995361
	Iteration 11Q: 3 clusters Score -2828007 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2828370.250000 Penalty: 3194.995361
	Iteration 12Q: 3 clusters Score -2828370 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2828647.000000 Penalty: 3194.995361
	Iteration 13Q: 3 clusters Score -2828647 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2828844.000000 Penalty: 3194.995361
	Iteration 14Q: 3 clusters Score -2828844 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2828987.500000 Penalty: 3194.995361
	Iteration 15Q: 3 clusters Score -2828988 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2829104.000000 Penalty: 3194.995361
	Iteration 16Q: 3 clusters Score -2829104 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2829234.500000 Penalty: 3194.995361
	Iteration 17Q: 3 clusters Score -2829234 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2829333.500000 Penalty: 3194.995361
	Iteration 18Q: 3 clusters Score -2829334 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2829406.500000 Penalty: 3194.995361
	Iteration 19Q: 3 clusters Score -2829406 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2829462.250000 Penalty: 3194.995361
	Iteration 20F: 3 clusters Score -2829462 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2829524.000000 Penalty: 3194.995361
	Iteration 21Q: 3 clusters Score -2829524 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2829581.500000 Penalty: 3194.995361
	Iteration 22Q: 3 clusters Score -2829582 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2829639.750000 Penalty: 3194.995361
	Iteration 23Q: 3 clusters Score -2829640 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2829703.750000 Penalty: 3194.995361
	Iteration 24Q: 3 clusters Score -2829704 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2829756.750000 Penalty: 3194.995361
	Iteration 25Q: 3 clusters Score -2829757 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2829814.500000 Penalty: 3194.995361
	Iteration 26Q: 3 clusters Score -2829814 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2829858.750000 Penalty: 3194.995361
	Iteration 27Q: 3 clusters Score -2829859 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2829912.250000 Penalty: 3194.995361
	Iteration 28Q: 3 clusters Score -2829912 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2829959.750000 Penalty: 3194.995361
	Iteration 29Q: 3 clusters Score -2829960 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2830010.000000 Penalty: 3194.995361
	Iteration 30Q: 3 clusters Score -2830010 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2830052.500000 Penalty: 3194.995361
	Iteration 31Q: 3 clusters Score -2830052 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2830099.500000 Penalty: 3194.995361
	Iteration 32Q: 3 clusters Score -2830100 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2830126.250000 Penalty: 3194.995361
	Iteration 33Q: 3 clusters Score -2830126 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2830159.500000 Penalty: 3194.995361
	Iteration 34Q: 3 clusters Score -2830160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2830189.500000 Penalty: 3194.995361
	Iteration 35Q: 3 clusters Score -2830190 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2830214.750000 Penalty: 3194.995361
	Iteration 36Q: 3 clusters Score -2830215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2830233.750000 Penalty: 3194.995361
	Iteration 37Q: 3 clusters Score -2830234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2830254.750000 Penalty: 3194.995361
	Iteration 38Q: 3 clusters Score -2830255 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2830272.250000 Penalty: 3194.995361
	Iteration 39Q: 3 clusters Score -2830272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2830288.750000 Penalty: 3194.995361
	Iteration 40F: 3 clusters Score -2830289 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2830305.500000 Penalty: 3194.995361
	Iteration 41Q: 3 clusters Score -2830306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2830323.500000 Penalty: 3194.995361
	Iteration 42Q: 3 clusters Score -2830324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2830346.500000 Penalty: 3194.995361
	Iteration 43Q: 3 clusters Score -2830346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2830352.250000 Penalty: 3194.995361
	Iteration 44Q: 3 clusters Score -2830352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2830361.750000 Penalty: 3194.995361
	Iteration 45Q: 3 clusters Score -2830362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2830370.250000 Penalty: 3194.995361
	Iteration 46Q: 3 clusters Score -2830370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2830382.500000 Penalty: 3194.995361
	Iteration 47Q: 3 clusters Score -2830382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2830387.250000 Penalty: 3194.995361
	Iteration 48Q: 3 clusters Score -2830387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2830391.250000 Penalty: 3194.995361
	Iteration 49Q: 3 clusters Score -2830391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2830399.000000 Penalty: 3194.995361
	Iteration 50Q: 3 clusters Score -2830399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2830402.500000 Penalty: 3194.995361
	Iteration 51Q: 3 clusters Score -2830402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2830406.000000 Penalty: 3194.995361
	Iteration 52Q: 3 clusters Score -2830406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2830404.250000 Penalty: 3194.995361
	Iteration 53Q: 3 clusters Score -2830404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2830409.750000 Penalty: 3194.995361
	Iteration 54Q: 3 clusters Score -2830410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2830415.750000 Penalty: 3194.995361
	Iteration 55Q: 3 clusters Score -2830416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2830420.750000 Penalty: 3194.995361
	Iteration 56Q: 3 clusters Score -2830421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2830424.750000 Penalty: 3194.995361
	Iteration 57Q: 3 clusters Score -2830425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2830425.750000 Penalty: 3194.995361
	Iteration 58Q: 3 clusters Score -2830426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2830428.500000 Penalty: 3194.995361
	Iteration 59Q: 3 clusters Score -2830428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2830434.500000 Penalty: 3194.995361
	Iteration 60F: 3 clusters Score -2830434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2830438.250000 Penalty: 3194.995361
	Iteration 61Q: 3 clusters Score -2830438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2830440.000000 Penalty: 3194.995361
	Iteration 62Q: 3 clusters Score -2830440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2830438.750000 Penalty: 3194.995361
	Iteration 63Q: 3 clusters Score -2830439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2830442.500000 Penalty: 3194.995361
	Iteration 64Q: 3 clusters Score -2830442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2830444.250000 Penalty: 3194.995361
	Iteration 65Q: 3 clusters Score -2830444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2830447.250000 Penalty: 3194.995361
	Iteration 66Q: 3 clusters Score -2830447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2830448.750000 Penalty: 3194.995361
	Iteration 67Q: 3 clusters Score -2830449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2830448.750000 Penalty: 3194.995361
	Iteration 68F: 3 clusters Score -2830449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Entering Unmasked Estep 
Score: -2983498.750000 Penalty: 1605.052490
	Iteration 0F: 2 clusters Score -2983499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2971028.750000 Penalty: 3210.104980
	Iteration 0F: 3 clusters Score -2971029 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2975721.500000 Penalty: 3210.104980
	Iteration 1F: 3 clusters Score -2975722 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2976049.500000 Penalty: 3210.104980
	Iteration 2F: 3 clusters Score -2976050 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2976321.250000 Penalty: 3210.104980
	Iteration 3Q: 3 clusters Score -2976321 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2976543.000000 Penalty: 3210.104980
	Iteration 4Q: 3 clusters Score -2976543 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2976725.250000 Penalty: 3210.104980
	Iteration 5Q: 3 clusters Score -2976725 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2976897.000000 Penalty: 3210.104980
	Iteration 6Q: 3 clusters Score -2976897 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2977045.750000 Penalty: 3210.104980
	Iteration 7Q: 3 clusters Score -2977046 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2977212.750000 Penalty: 3210.104980
	Iteration 8Q: 3 clusters Score -2977213 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2977379.000000 Penalty: 3210.104980
	Iteration 9Q: 3 clusters Score -2977379 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2977556.750000 Penalty: 3210.104980
	Iteration 10Q: 3 clusters Score -2977557 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2977711.750000 Penalty: 3210.104980
	Iteration 11Q: 3 clusters Score -2977712 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2977929.500000 Penalty: 3210.104980
	Iteration 12Q: 3 clusters Score -2977930 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2978196.750000 Penalty: 3210.104980
	Iteration 13Q: 3 clusters Score -2978197 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2978530.250000 Penalty: 3210.104980
	Iteration 14Q: 3 clusters Score -2978530 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2978944.500000 Penalty: 3210.104980
	Iteration 15Q: 3 clusters Score -2978944 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2979446.500000 Penalty: 3210.104980
	Iteration 16F: 3 clusters Score -2979446 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2979957.250000 Penalty: 3210.104980
	Iteration 17F: 3 clusters Score -2979957 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2980482.750000 Penalty: 3210.104980
	Iteration 18Q: 3 clusters Score -2980483 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2980908.500000 Penalty: 3210.104980
	Iteration 19Q: 3 clusters Score -2980908 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2981240.250000 Penalty: 3210.104980
	Iteration 20F: 3 clusters Score -2981240 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2981458.000000 Penalty: 3210.104980
	Iteration 21Q: 3 clusters Score -2981458 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2981601.750000 Penalty: 3210.104980
	Iteration 22Q: 3 clusters Score -2981602 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2981730.500000 Penalty: 3210.104980
	Iteration 23Q: 3 clusters Score -2981730 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2981846.250000 Penalty: 3210.104980
	Iteration 24Q: 3 clusters Score -2981846 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2981948.500000 Penalty: 3210.104980
	Iteration 25Q: 3 clusters Score -2981948 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2982018.500000 Penalty: 3210.104980
	Iteration 26Q: 3 clusters Score -2982018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2982060.000000 Penalty: 3210.104980
	Iteration 27Q: 3 clusters Score -2982060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2982100.000000 Penalty: 3210.104980
	Iteration 28Q: 3 clusters Score -2982100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2982117.750000 Penalty: 3210.104980
	Iteration 29Q: 3 clusters Score -2982118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2982124.250000 Penalty: 3210.104980
	Iteration 30Q: 3 clusters Score -2982124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2982138.750000 Penalty: 3210.104980
	Iteration 31Q: 3 clusters Score -2982139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2982153.250000 Penalty: 3210.104980
	Iteration 32Q: 3 clusters Score -2982153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2982163.250000 Penalty: 3210.104980
	Iteration 33Q: 3 clusters Score -2982163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2982162.500000 Penalty: 3210.104980
	Iteration 34Q: 3 clusters Score -2982162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2982167.000000 Penalty: 3210.104980
	Iteration 35Q: 3 clusters Score -2982167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2982166.000000 Penalty: 3210.104980
	Iteration 36Q: 3 clusters Score -2982166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2982166.000000 Penalty: 3210.104980
	Iteration 37F: 3 clusters Score -2982166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Entering Unmasked Estep 
Score: -367787.500000 Penalty: 1288.950439
	Iteration 0F: 2 clusters Score -367787.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -365210.156250 Penalty: 2577.900879
	Iteration 0F: 3 clusters Score -365210.2 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -365893.218750 Penalty: 2577.900879
	Iteration 1F: 3 clusters Score -365893.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -366112.968750 Penalty: 2577.900879
	Iteration 2F: 3 clusters Score -366113 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -366314.250000 Penalty: 2577.900879
	Iteration 3F: 3 clusters Score -366314.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -366527.437500 Penalty: 2577.900879
	Iteration 4F: 3 clusters Score -366527.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -366747.375000 Penalty: 2577.900879
	Iteration 5F: 3 clusters Score -366747.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -366956.656250 Penalty: 2577.900879
	Iteration 6F: 3 clusters Score -366956.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -367109.656250 Penalty: 2577.900879
	Iteration 7F: 3 clusters Score -367109.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -367195.906250 Penalty: 2577.900879
	Iteration 8Q: 3 clusters Score -367195.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -367236.031250 Penalty: 2577.900879
	Iteration 9Q: 3 clusters Score -367236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -367262.687500 Penalty: 2577.900879
	Iteration 10Q: 3 clusters Score -367262.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -367281.093750 Penalty: 2577.900879
	Iteration 11Q: 3 clusters Score -367281.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -367291.625000 Penalty: 2577.900879
	Iteration 12Q: 3 clusters Score -367291.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -367301.593750 Penalty: 2577.900879
	Iteration 13Q: 3 clusters Score -367301.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -367307.781250 Penalty: 2577.900879
	Iteration 14Q: 3 clusters Score -367307.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -367311.437500 Penalty: 2577.900879
	Iteration 15Q: 3 clusters Score -367311.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -367313.937500 Penalty: 2577.900879
	Iteration 16Q: 3 clusters Score -367313.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -367317.562500 Penalty: 2577.900879
	Iteration 17Q: 3 clusters Score -367317.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -367320.125000 Penalty: 2577.900879
	Iteration 18Q: 3 clusters Score -367320.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -367321.406250 Penalty: 2577.900879
	Iteration 19Q: 3 clusters Score -367321.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -367321.906250 Penalty: 2577.900879
	Iteration 20F: 3 clusters Score -367321.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -274264.843750 Penalty: 1230.782349
	Iteration 0F: 2 clusters Score -274264.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -272239.625000 Penalty: 2461.564697
	Iteration 0F: 3 clusters Score -272239.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -272697.968750 Penalty: 2461.564697
	Iteration 1F: 3 clusters Score -272698 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -272822.656250 Penalty: 2461.564697
	Iteration 2F: 3 clusters Score -272822.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -272893.531250 Penalty: 2461.564697
	Iteration 3F: 3 clusters Score -272893.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -272965.187500 Penalty: 2461.564697
	Iteration 4Q: 3 clusters Score -272965.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -273031.406250 Penalty: 2461.564697
	Iteration 5Q: 3 clusters Score -273031.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -273095.406250 Penalty: 2461.564697
	Iteration 6Q: 3 clusters Score -273095.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -273157.843750 Penalty: 2461.564697
	Iteration 7Q: 3 clusters Score -273157.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -273220.750000 Penalty: 2461.564697
	Iteration 8Q: 3 clusters Score -273220.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -273285.718750 Penalty: 2461.564697
	Iteration 9Q: 3 clusters Score -273285.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -273312.875000 Penalty: 2461.564697
	Iteration 10Q: 3 clusters Score -273312.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -273327.843750 Penalty: 2461.564697
	Iteration 11Q: 3 clusters Score -273327.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -273339.187500 Penalty: 2461.564697
	Iteration 12Q: 3 clusters Score -273339.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -273347.437500 Penalty: 2461.564697
	Iteration 13Q: 3 clusters Score -273347.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -273351.656250 Penalty: 2461.564697
	Iteration 14Q: 3 clusters Score -273351.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -273355.906250 Penalty: 2461.564697
	Iteration 15Q: 3 clusters Score -273355.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -273360.281250 Penalty: 2461.564697
	Iteration 16Q: 3 clusters Score -273360.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -273364.781250 Penalty: 2461.564697
	Iteration 17Q: 3 clusters Score -273364.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -273368.968750 Penalty: 2461.564697
	Iteration 18Q: 3 clusters Score -273369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -273372.281250 Penalty: 2461.564697
	Iteration 19Q: 3 clusters Score -273372.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -273374.531250 Penalty: 2461.564697
	Iteration 20F: 3 clusters Score -273374.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -273374.906250 Penalty: 2461.564697
	Iteration 21Q: 3 clusters Score -273374.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -273374.875000 Penalty: 2461.564697
	Iteration 22Q: 3 clusters Score -273374.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -273374.875000 Penalty: 2461.564697
	Iteration 23F: 3 clusters Score -273374.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Entering Unmasked Estep 
Score: -1493882.500000 Penalty: 1496.988770
	Iteration 0F: 2 clusters Score -1493882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1486688.125000 Penalty: 2993.977539
	Iteration 0F: 3 clusters Score -1486688 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1489072.625000 Penalty: 2993.977539
	Iteration 1F: 3 clusters Score -1489073 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1489430.875000 Penalty: 2993.977539
	Iteration 2F: 3 clusters Score -1489431 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1489767.250000 Penalty: 2993.977539
	Iteration 3F: 3 clusters Score -1489767 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1490118.250000 Penalty: 2993.977539
	Iteration 4F: 3 clusters Score -1490118 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1490547.750000 Penalty: 2993.977539
	Iteration 5F: 3 clusters Score -1490548 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1490996.125000 Penalty: 2993.977539
	Iteration 6F: 3 clusters Score -1490996 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1491442.500000 Penalty: 2993.977539
	Iteration 7F: 3 clusters Score -1491442 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1491819.125000 Penalty: 2993.977539
	Iteration 8F: 3 clusters Score -1491819 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1492129.625000 Penalty: 2993.977539
	Iteration 9Q: 3 clusters Score -1492130 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1492386.000000 Penalty: 2993.977539
	Iteration 10Q: 3 clusters Score -1492386 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1492540.625000 Penalty: 2993.977539
	Iteration 11Q: 3 clusters Score -1492541 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1492654.125000 Penalty: 2993.977539
	Iteration 12Q: 3 clusters Score -1492654 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1492759.000000 Penalty: 2993.977539
	Iteration 13Q: 3 clusters Score -1492759 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1492835.625000 Penalty: 2993.977539
	Iteration 14Q: 3 clusters Score -1492836 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1492897.625000 Penalty: 2993.977539
	Iteration 15Q: 3 clusters Score -1492898 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1492949.000000 Penalty: 2993.977539
	Iteration 16Q: 3 clusters Score -1492949 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1492979.375000 Penalty: 2993.977539
	Iteration 17Q: 3 clusters Score -1492979 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1493001.250000 Penalty: 2993.977539
	Iteration 18Q: 3 clusters Score -1493001 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1493018.500000 Penalty: 2993.977539
	Iteration 19Q: 3 clusters Score -1493018 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1493034.000000 Penalty: 2993.977539
	Iteration 20F: 3 clusters Score -1493034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1493052.125000 Penalty: 2993.977539
	Iteration 21Q: 3 clusters Score -1493052 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1493058.750000 Penalty: 2993.977539
	Iteration 22Q: 3 clusters Score -1493059 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1493067.000000 Penalty: 2993.977539
	Iteration 23Q: 3 clusters Score -1493067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1493070.625000 Penalty: 2993.977539
	Iteration 24Q: 3 clusters Score -1493071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1493072.375000 Penalty: 2993.977539
	Iteration 25Q: 3 clusters Score -1493072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1493078.500000 Penalty: 2993.977539
	Iteration 26Q: 3 clusters Score -1493078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1493078.250000 Penalty: 2993.977539
	Iteration 27Q: 3 clusters Score -1493078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1493079.875000 Penalty: 2993.977539
	Iteration 28Q: 3 clusters Score -1493080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1493080.250000 Penalty: 2993.977539
	Iteration 29Q: 3 clusters Score -1493080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1493085.125000 Penalty: 2993.977539
	Iteration 30Q: 3 clusters Score -1493085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1493084.875000 Penalty: 2993.977539
	Iteration 31Q: 3 clusters Score -1493085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1493081.875000 Penalty: 2993.977539
	Iteration 32Q: 3 clusters Score -1493082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1493082.250000 Penalty: 2993.977539
	Iteration 33Q: 3 clusters Score -1493082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1493083.125000 Penalty: 2993.977539
	Iteration 34Q: 3 clusters Score -1493083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1493085.125000 Penalty: 2993.977539
	Iteration 35Q: 3 clusters Score -1493085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1493084.875000 Penalty: 2993.977539
	Iteration 36Q: 3 clusters Score -1493085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1493084.375000 Penalty: 2993.977539
	Iteration 37Q: 3 clusters Score -1493084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1493082.625000 Penalty: 2993.977539
	Iteration 38Q: 3 clusters Score -1493083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1493085.250000 Penalty: 2993.977539
	Iteration 39Q: 3 clusters Score -1493085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1493084.125000 Penalty: 2993.977539
	Iteration 40F: 3 clusters Score -1493084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1493088.500000 Penalty: 2993.977539
	Iteration 41Q: 3 clusters Score -1493088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1493089.125000 Penalty: 2993.977539
	Iteration 42Q: 3 clusters Score -1493089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1493089.250000 Penalty: 2993.977539
	Iteration 43Q: 3 clusters Score -1493089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1493089.250000 Penalty: 2993.977539
	Iteration 44F: 3 clusters Score -1493089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Entering Unmasked Estep 
Score: -1042901.750000 Penalty: 1446.361328
	Iteration 0F: 2 clusters Score -1042902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1037406.875000 Penalty: 2892.722656
	Iteration 0F: 3 clusters Score -1037407 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1039280.312500 Penalty: 2892.722656
	Iteration 1F: 3 clusters Score -1039280 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1039671.000000 Penalty: 2892.722656
	Iteration 2F: 3 clusters Score -1039671 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1039992.062500 Penalty: 2892.722656
	Iteration 3F: 3 clusters Score -1039992 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1040247.750000 Penalty: 2892.722656
	Iteration 4F: 3 clusters Score -1040248 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1040452.312500 Penalty: 2892.722656
	Iteration 5F: 3 clusters Score -1040452 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1040597.062500 Penalty: 2892.722656
	Iteration 6Q: 3 clusters Score -1040597 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1040712.062500 Penalty: 2892.722656
	Iteration 7Q: 3 clusters Score -1040712 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1040800.375000 Penalty: 2892.722656
	Iteration 8Q: 3 clusters Score -1040800 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1040874.875000 Penalty: 2892.722656
	Iteration 9Q: 3 clusters Score -1040875 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1040938.812500 Penalty: 2892.722656
	Iteration 10Q: 3 clusters Score -1040939 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1040983.625000 Penalty: 2892.722656
	Iteration 11Q: 3 clusters Score -1040984 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1041019.062500 Penalty: 2892.722656
	Iteration 12Q: 3 clusters Score -1041019 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1041050.250000 Penalty: 2892.722656
	Iteration 13Q: 3 clusters Score -1041050 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1041075.750000 Penalty: 2892.722656
	Iteration 14Q: 3 clusters Score -1041076 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1041101.000000 Penalty: 2892.722656
	Iteration 15Q: 3 clusters Score -1041101 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1041129.562500 Penalty: 2892.722656
	Iteration 16Q: 3 clusters Score -1041130 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1041156.062500 Penalty: 2892.722656
	Iteration 17Q: 3 clusters Score -1041156 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1041180.875000 Penalty: 2892.722656
	Iteration 18Q: 3 clusters Score -1041181 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1041207.312500 Penalty: 2892.722656
	Iteration 19Q: 3 clusters Score -1041207 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1041239.625000 Penalty: 2892.722656
	Iteration 20F: 3 clusters Score -1041240 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1041279.250000 Penalty: 2892.722656
	Iteration 21Q: 3 clusters Score -1041279 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1041334.437500 Penalty: 2892.722656
	Iteration 22Q: 3 clusters Score -1041334 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1041398.500000 Penalty: 2892.722656
	Iteration 23Q: 3 clusters Score -1041398 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1041460.500000 Penalty: 2892.722656
	Iteration 24Q: 3 clusters Score -1041460 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1041526.375000 Penalty: 2892.722656
	Iteration 25Q: 3 clusters Score -1041526 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1041578.312500 Penalty: 2892.722656
	Iteration 26Q: 3 clusters Score -1041578 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1041622.812500 Penalty: 2892.722656
	Iteration 27Q: 3 clusters Score -1041623 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1041659.312500 Penalty: 2892.722656
	Iteration 28Q: 3 clusters Score -1041659 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1041686.437500 Penalty: 2892.722656
	Iteration 29Q: 3 clusters Score -1041686 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1041712.562500 Penalty: 2892.722656
	Iteration 30Q: 3 clusters Score -1041713 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1041729.312500 Penalty: 2892.722656
	Iteration 31Q: 3 clusters Score -1041729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1041736.187500 Penalty: 2892.722656
	Iteration 32Q: 3 clusters Score -1041736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1041743.687500 Penalty: 2892.722656
	Iteration 33Q: 3 clusters Score -1041744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1041748.562500 Penalty: 2892.722656
	Iteration 34Q: 3 clusters Score -1041749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1041751.437500 Penalty: 2892.722656
	Iteration 35Q: 3 clusters Score -1041751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1041752.937500 Penalty: 2892.722656
	Iteration 36Q: 3 clusters Score -1041753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1041757.437500 Penalty: 2892.722656
	Iteration 37Q: 3 clusters Score -1041757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1041762.187500 Penalty: 2892.722656
	Iteration 38Q: 3 clusters Score -1041762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1041763.937500 Penalty: 2892.722656
	Iteration 39Q: 3 clusters Score -1041764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1041766.312500 Penalty: 2892.722656
	Iteration 40F: 3 clusters Score -1041766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1041767.125000 Penalty: 2892.722656
	Iteration 41Q: 3 clusters Score -1041767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1041765.625000 Penalty: 2892.722656
	Iteration 42Q: 3 clusters Score -1041766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1041766.812500 Penalty: 2892.722656
	Iteration 43Q: 3 clusters Score -1041767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1041768.062500 Penalty: 2892.722656
	Iteration 44Q: 3 clusters Score -1041768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1041768.062500 Penalty: 2892.722656
	Iteration 45F: 3 clusters Score -1041768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -195452.484375 Penalty: 1200.603271
	Iteration 0F: 2 clusters Score -195452.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -193666.750000 Penalty: 2401.206543
	Iteration 0F: 3 clusters Score -193666.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -194213.265625 Penalty: 2401.206543
	Iteration 1F: 3 clusters Score -194213.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -194454.203125 Penalty: 2401.206543
	Iteration 2F: 3 clusters Score -194454.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -194696.968750 Penalty: 2401.206543
	Iteration 3F: 3 clusters Score -194697 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -194882.390625 Penalty: 2401.206543
	Iteration 4F: 3 clusters Score -194882.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -195029.968750 Penalty: 2401.206543
	Iteration 5F: 3 clusters Score -195030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -195119.750000 Penalty: 2401.206543
	Iteration 6Q: 3 clusters Score -195119.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -195170.640625 Penalty: 2401.206543
	Iteration 7Q: 3 clusters Score -195170.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -195202.781250 Penalty: 2401.206543
	Iteration 8Q: 3 clusters Score -195202.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -195227.609375 Penalty: 2401.206543
	Iteration 9Q: 3 clusters Score -195227.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -195252.625000 Penalty: 2401.206543
	Iteration 10Q: 3 clusters Score -195252.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -195269.906250 Penalty: 2401.206543
	Iteration 11Q: 3 clusters Score -195269.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -195281.296875 Penalty: 2401.206543
	Iteration 12Q: 3 clusters Score -195281.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -195287.437500 Penalty: 2401.206543
	Iteration 13Q: 3 clusters Score -195287.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -195289.609375 Penalty: 2401.206543
	Iteration 14Q: 3 clusters Score -195289.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -195290.484375 Penalty: 2401.206543
	Iteration 15Q: 3 clusters Score -195290.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -195291.531250 Penalty: 2401.206543
	Iteration 16Q: 3 clusters Score -195291.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -195295.625000 Penalty: 2401.206543
	Iteration 17Q: 3 clusters Score -195295.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -195297.078125 Penalty: 2401.206543
	Iteration 18Q: 3 clusters Score -195297.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -195297.734375 Penalty: 2401.206543
	Iteration 19Q: 3 clusters Score -195297.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -195297.734375 Penalty: 2401.206543
	Iteration 20F: 3 clusters Score -195297.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Entering Unmasked Estep 
Score: -449316.843750 Penalty: 1320.655273
	Iteration 0F: 2 clusters Score -449316.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -446323.375000 Penalty: 2641.310547
	Iteration 0F: 3 clusters Score -446323.4 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -447152.562500 Penalty: 2641.310547
	Iteration 1F: 3 clusters Score -447152.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -447376.843750 Penalty: 2641.310547
	Iteration 2F: 3 clusters Score -447376.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -447532.500000 Penalty: 2641.310547
	Iteration 3F: 3 clusters Score -447532.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -447667.093750 Penalty: 2641.310547
	Iteration 4F: 3 clusters Score -447667.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -447779.968750 Penalty: 2641.310547
	Iteration 5Q: 3 clusters Score -447780 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -447901.843750 Penalty: 2641.310547
	Iteration 6Q: 3 clusters Score -447901.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -448009.593750 Penalty: 2641.310547
	Iteration 7Q: 3 clusters Score -448009.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -448120.000000 Penalty: 2641.310547
	Iteration 8Q: 3 clusters Score -448120 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -448219.375000 Penalty: 2641.310547
	Iteration 9Q: 3 clusters Score -448219.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -448298.562500 Penalty: 2641.310547
	Iteration 10Q: 3 clusters Score -448298.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -448354.062500 Penalty: 2641.310547
	Iteration 11Q: 3 clusters Score -448354.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -448370.156250 Penalty: 2641.310547
	Iteration 12Q: 3 clusters Score -448370.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -448382.531250 Penalty: 2641.310547
	Iteration 13Q: 3 clusters Score -448382.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -448394.250000 Penalty: 2641.310547
	Iteration 14Q: 3 clusters Score -448394.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -448406.031250 Penalty: 2641.310547
	Iteration 15Q: 3 clusters Score -448406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -448412.250000 Penalty: 2641.310547
	Iteration 16Q: 3 clusters Score -448412.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -448417.375000 Penalty: 2641.310547
	Iteration 17Q: 3 clusters Score -448417.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -448420.375000 Penalty: 2641.310547
	Iteration 18Q: 3 clusters Score -448420.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -448421.406250 Penalty: 2641.310547
	Iteration 19Q: 3 clusters Score -448421.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -448423.687500 Penalty: 2641.310547
	Iteration 20F: 3 clusters Score -448423.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -448427.500000 Penalty: 2641.310547
	Iteration 21Q: 3 clusters Score -448427.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -448431.000000 Penalty: 2641.310547
	Iteration 22Q: 3 clusters Score -448431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -448433.656250 Penalty: 2641.310547
	Iteration 23Q: 3 clusters Score -448433.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -448435.687500 Penalty: 2641.310547
	Iteration 24Q: 3 clusters Score -448435.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -448436.875000 Penalty: 2641.310547
	Iteration 25Q: 3 clusters Score -448436.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -448437.625000 Penalty: 2641.310547
	Iteration 26Q: 3 clusters Score -448437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -448437.812500 Penalty: 2641.310547
	Iteration 27Q: 3 clusters Score -448437.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -448437.812500 Penalty: 2641.310547
	Iteration 28F: 3 clusters Score -448437.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Entering Unmasked Estep 
Score: -424956.437500 Penalty: 1317.602295
	Iteration 0F: 2 clusters Score -424956.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -422024.937500 Penalty: 2635.204590
	Iteration 0F: 3 clusters Score -422024.9 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -422788.718750 Penalty: 2635.204590
	Iteration 1F: 3 clusters Score -422788.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -422948.468750 Penalty: 2635.204590
	Iteration 2F: 3 clusters Score -422948.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -423043.437500 Penalty: 2635.204590
	Iteration 3F: 3 clusters Score -423043.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -423110.000000 Penalty: 2635.204590
	Iteration 4Q: 3 clusters Score -423110 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -423166.250000 Penalty: 2635.204590
	Iteration 5Q: 3 clusters Score -423166.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -423209.562500 Penalty: 2635.204590
	Iteration 6Q: 3 clusters Score -423209.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -423243.812500 Penalty: 2635.204590
	Iteration 7Q: 3 clusters Score -423243.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -423272.625000 Penalty: 2635.204590
	Iteration 8Q: 3 clusters Score -423272.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -423293.843750 Penalty: 2635.204590
	Iteration 9Q: 3 clusters Score -423293.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -423308.531250 Penalty: 2635.204590
	Iteration 10Q: 3 clusters Score -423308.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -423320.875000 Penalty: 2635.204590
	Iteration 11Q: 3 clusters Score -423320.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -423333.250000 Penalty: 2635.204590
	Iteration 12Q: 3 clusters Score -423333.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -423346.125000 Penalty: 2635.204590
	Iteration 13Q: 3 clusters Score -423346.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -423358.343750 Penalty: 2635.204590
	Iteration 14Q: 3 clusters Score -423358.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -423367.406250 Penalty: 2635.204590
	Iteration 15Q: 3 clusters Score -423367.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -423378.531250 Penalty: 2635.204590
	Iteration 16Q: 3 clusters Score -423378.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -423399.750000 Penalty: 2635.204590
	Iteration 17Q: 3 clusters Score -423399.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -423420.781250 Penalty: 2635.204590
	Iteration 18Q: 3 clusters Score -423420.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -423442.562500 Penalty: 2635.204590
	Iteration 19Q: 3 clusters Score -423442.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -423459.281250 Penalty: 2635.204590
	Iteration 20F: 3 clusters Score -423459.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -423486.812500 Penalty: 2635.204590
	Iteration 21Q: 3 clusters Score -423486.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -423515.718750 Penalty: 2635.204590
	Iteration 22Q: 3 clusters Score -423515.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -423537.000000 Penalty: 2635.204590
	Iteration 23Q: 3 clusters Score -423537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -423555.531250 Penalty: 2635.204590
	Iteration 24Q: 3 clusters Score -423555.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -423573.843750 Penalty: 2635.204590
	Iteration 25Q: 3 clusters Score -423573.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -423593.500000 Penalty: 2635.204590
	Iteration 26Q: 3 clusters Score -423593.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -423610.718750 Penalty: 2635.204590
	Iteration 27Q: 3 clusters Score -423610.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -423624.875000 Penalty: 2635.204590
	Iteration 28Q: 3 clusters Score -423624.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -423638.031250 Penalty: 2635.204590
	Iteration 29Q: 3 clusters Score -423638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -423648.062500 Penalty: 2635.204590
	Iteration 30Q: 3 clusters Score -423648.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -423659.218750 Penalty: 2635.204590
	Iteration 31Q: 3 clusters Score -423659.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -423667.968750 Penalty: 2635.204590
	Iteration 32Q: 3 clusters Score -423668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -423676.000000 Penalty: 2635.204590
	Iteration 33Q: 3 clusters Score -423676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -423685.062500 Penalty: 2635.204590
	Iteration 34Q: 3 clusters Score -423685.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -423692.906250 Penalty: 2635.204590
	Iteration 35Q: 3 clusters Score -423692.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -423700.875000 Penalty: 2635.204590
	Iteration 36Q: 3 clusters Score -423700.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -423710.593750 Penalty: 2635.204590
	Iteration 37Q: 3 clusters Score -423710.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -423713.875000 Penalty: 2635.204590
	Iteration 38Q: 3 clusters Score -423713.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -423725.062500 Penalty: 2635.204590
	Iteration 39Q: 3 clusters Score -423725.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -423736.906250 Penalty: 2635.204590
	Iteration 40F: 3 clusters Score -423736.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -423749.468750 Penalty: 2635.204590
	Iteration 41Q: 3 clusters Score -423749.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -423756.406250 Penalty: 2635.204590
	Iteration 42Q: 3 clusters Score -423756.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -423765.156250 Penalty: 2635.204590
	Iteration 43Q: 3 clusters Score -423765.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -423772.250000 Penalty: 2635.204590
	Iteration 44Q: 3 clusters Score -423772.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -423775.625000 Penalty: 2635.204590
	Iteration 45Q: 3 clusters Score -423775.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -423779.875000 Penalty: 2635.204590
	Iteration 46Q: 3 clusters Score -423779.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -423782.031250 Penalty: 2635.204590
	Iteration 47Q: 3 clusters Score -423782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -423782.750000 Penalty: 2635.204590
	Iteration 48Q: 3 clusters Score -423782.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -423783.593750 Penalty: 2635.204590
	Iteration 49Q: 3 clusters Score -423783.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -423784.687500 Penalty: 2635.204590
	Iteration 50Q: 3 clusters Score -423784.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -423784.687500 Penalty: 2635.204590
	Iteration 51F: 3 clusters Score -423784.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (16139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Entering Unmasked Estep 
Score: -2455815.500000 Penalty: 1574.461548
	Iteration 0F: 2 clusters Score -2455816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2445174.000000 Penalty: 3148.923096
	Iteration 0F: 3 clusters Score -2445174 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2449150.750000 Penalty: 3148.923096
	Iteration 1F: 3 clusters Score -2449151 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2449549.000000 Penalty: 3148.923096
	Iteration 2F: 3 clusters Score -2449549 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2449943.750000 Penalty: 3148.923096
	Iteration 3F: 3 clusters Score -2449944 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2450330.750000 Penalty: 3148.923096
	Iteration 4F: 3 clusters Score -2450331 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2450696.750000 Penalty: 3148.923096
	Iteration 5Q: 3 clusters Score -2450697 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2451039.000000 Penalty: 3148.923096
	Iteration 6Q: 3 clusters Score -2451039 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2451335.750000 Penalty: 3148.923096
	Iteration 7Q: 3 clusters Score -2451336 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2451592.500000 Penalty: 3148.923096
	Iteration 8Q: 3 clusters Score -2451592 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2451832.500000 Penalty: 3148.923096
	Iteration 9Q: 3 clusters Score -2451832 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2452042.500000 Penalty: 3148.923096
	Iteration 10Q: 3 clusters Score -2452042 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2452224.000000 Penalty: 3148.923096
	Iteration 11Q: 3 clusters Score -2452224 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2452378.250000 Penalty: 3148.923096
	Iteration 12Q: 3 clusters Score -2452378 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2452480.250000 Penalty: 3148.923096
	Iteration 13Q: 3 clusters Score -2452480 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2452578.750000 Penalty: 3148.923096
	Iteration 14Q: 3 clusters Score -2452579 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2452633.250000 Penalty: 3148.923096
	Iteration 15Q: 3 clusters Score -2452633 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2452673.000000 Penalty: 3148.923096
	Iteration 16Q: 3 clusters Score -2452673 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2452689.500000 Penalty: 3148.923096
	Iteration 17Q: 3 clusters Score -2452690 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2452715.250000 Penalty: 3148.923096
	Iteration 18Q: 3 clusters Score -2452715 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2452720.250000 Penalty: 3148.923096
	Iteration 19Q: 3 clusters Score -2452720 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2452729.000000 Penalty: 3148.923096
	Iteration 20F: 3 clusters Score -2452729 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2452736.000000 Penalty: 3148.923096
	Iteration 21Q: 3 clusters Score -2452736 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2452743.500000 Penalty: 3148.923096
	Iteration 22Q: 3 clusters Score -2452744 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2452755.750000 Penalty: 3148.923096
	Iteration 23Q: 3 clusters Score -2452756 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2452759.500000 Penalty: 3148.923096
	Iteration 24Q: 3 clusters Score -2452760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2452764.750000 Penalty: 3148.923096
	Iteration 25Q: 3 clusters Score -2452765 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2452756.750000 Penalty: 3148.923096
	Iteration 26Q: 3 clusters Score -2452757 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2452775.750000 Penalty: 3148.923096
	Iteration 27Q: 3 clusters Score -2452776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2452779.000000 Penalty: 3148.923096
	Iteration 28Q: 3 clusters Score -2452779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2452771.250000 Penalty: 3148.923096
	Iteration 29Q: 3 clusters Score -2452771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2452778.750000 Penalty: 3148.923096
	Iteration 30Q: 3 clusters Score -2452779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2452787.000000 Penalty: 3148.923096
	Iteration 31Q: 3 clusters Score -2452787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2452788.500000 Penalty: 3148.923096
	Iteration 32Q: 3 clusters Score -2452788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2452795.500000 Penalty: 3148.923096
	Iteration 33Q: 3 clusters Score -2452796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2452796.000000 Penalty: 3148.923096
	Iteration 34Q: 3 clusters Score -2452796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2452799.750000 Penalty: 3148.923096
	Iteration 35Q: 3 clusters Score -2452800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2452798.500000 Penalty: 3148.923096
	Iteration 36Q: 3 clusters Score -2452798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2452798.750000 Penalty: 3148.923096
	Iteration 37Q: 3 clusters Score -2452799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2452804.750000 Penalty: 3148.923096
	Iteration 38Q: 3 clusters Score -2452805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2452802.500000 Penalty: 3148.923096
	Iteration 39Q: 3 clusters Score -2452802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2452804.000000 Penalty: 3148.923096
	Iteration 40F: 3 clusters Score -2452804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2452807.500000 Penalty: 3148.923096
	Iteration 41Q: 3 clusters Score -2452808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2452805.000000 Penalty: 3148.923096
	Iteration 42Q: 3 clusters Score -2452805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2452804.500000 Penalty: 3148.923096
	Iteration 43Q: 3 clusters Score -2452804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2452809.000000 Penalty: 3148.923096
	Iteration 44Q: 3 clusters Score -2452809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2452811.750000 Penalty: 3148.923096
	Iteration 45Q: 3 clusters Score -2452812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2452813.500000 Penalty: 3148.923096
	Iteration 46Q: 3 clusters Score -2452814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2452813.500000 Penalty: 3148.923096
	Iteration 47F: 3 clusters Score -2452814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (9906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Entering Unmasked Estep 
Score: -1507351.000000 Penalty: 1495.145630
	Iteration 0F: 2 clusters Score -1507351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1500235.500000 Penalty: 2990.291260
	Iteration 0F: 3 clusters Score -1500236 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1502456.875000 Penalty: 2990.291260
	Iteration 1F: 3 clusters Score -1502457 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1502752.250000 Penalty: 2990.291260
	Iteration 2F: 3 clusters Score -1502752 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1503011.250000 Penalty: 2990.291260
	Iteration 3F: 3 clusters Score -1503011 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1503224.625000 Penalty: 2990.291260
	Iteration 4Q: 3 clusters Score -1503225 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1503428.500000 Penalty: 2990.291260
	Iteration 5Q: 3 clusters Score -1503428 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1503621.625000 Penalty: 2990.291260
	Iteration 6Q: 3 clusters Score -1503622 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1503800.500000 Penalty: 2990.291260
	Iteration 7Q: 3 clusters Score -1503800 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1503986.750000 Penalty: 2990.291260
	Iteration 8Q: 3 clusters Score -1503987 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1504219.125000 Penalty: 2990.291260
	Iteration 9Q: 3 clusters Score -1504219 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1504457.375000 Penalty: 2990.291260
	Iteration 10Q: 3 clusters Score -1504457 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1504688.125000 Penalty: 2990.291260
	Iteration 11Q: 3 clusters Score -1504688 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1504921.875000 Penalty: 2990.291260
	Iteration 12Q: 3 clusters Score -1504922 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1505121.500000 Penalty: 2990.291260
	Iteration 13Q: 3 clusters Score -1505122 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1505296.250000 Penalty: 2990.291260
	Iteration 14Q: 3 clusters Score -1505296 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1505442.625000 Penalty: 2990.291260
	Iteration 15Q: 3 clusters Score -1505443 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1505589.250000 Penalty: 2990.291260
	Iteration 16Q: 3 clusters Score -1505589 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1505714.750000 Penalty: 2990.291260
	Iteration 17Q: 3 clusters Score -1505715 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1505813.125000 Penalty: 2990.291260
	Iteration 18Q: 3 clusters Score -1505813 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1505874.500000 Penalty: 2990.291260
	Iteration 19Q: 3 clusters Score -1505874 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1505908.750000 Penalty: 2990.291260
	Iteration 20F: 3 clusters Score -1505909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1505944.000000 Penalty: 2990.291260
	Iteration 21Q: 3 clusters Score -1505944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1505966.375000 Penalty: 2990.291260
	Iteration 22Q: 3 clusters Score -1505966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1505983.375000 Penalty: 2990.291260
	Iteration 23Q: 3 clusters Score -1505983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1505989.500000 Penalty: 2990.291260
	Iteration 24Q: 3 clusters Score -1505990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1506000.375000 Penalty: 2990.291260
	Iteration 25Q: 3 clusters Score -1506000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1506012.875000 Penalty: 2990.291260
	Iteration 26Q: 3 clusters Score -1506013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1506017.500000 Penalty: 2990.291260
	Iteration 27Q: 3 clusters Score -1506018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1506024.250000 Penalty: 2990.291260
	Iteration 28Q: 3 clusters Score -1506024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1506038.750000 Penalty: 2990.291260
	Iteration 29Q: 3 clusters Score -1506039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1506048.750000 Penalty: 2990.291260
	Iteration 30Q: 3 clusters Score -1506049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1506064.750000 Penalty: 2990.291260
	Iteration 31Q: 3 clusters Score -1506065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1506068.625000 Penalty: 2990.291260
	Iteration 32Q: 3 clusters Score -1506069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1506073.625000 Penalty: 2990.291260
	Iteration 33Q: 3 clusters Score -1506074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1506079.750000 Penalty: 2990.291260
	Iteration 34Q: 3 clusters Score -1506080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1506079.500000 Penalty: 2990.291260
	Iteration 35Q: 3 clusters Score -1506080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1506081.750000 Penalty: 2990.291260
	Iteration 36Q: 3 clusters Score -1506082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1506081.375000 Penalty: 2990.291260
	Iteration 37Q: 3 clusters Score -1506081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1506081.375000 Penalty: 2990.291260
	Iteration 38F: 3 clusters Score -1506081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Entering Unmasked Estep 
Score: -971819.562500 Penalty: 1432.207886
	Iteration 0F: 2 clusters Score -971819.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -966780.062500 Penalty: 2864.415771
	Iteration 0F: 3 clusters Score -966780.1 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -968446.312500 Penalty: 2864.415771
	Iteration 1F: 3 clusters Score -968446.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -968656.500000 Penalty: 2864.415771
	Iteration 2F: 3 clusters Score -968656.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -968815.937500 Penalty: 2864.415771
	Iteration 3F: 3 clusters Score -968815.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -968948.687500 Penalty: 2864.415771
	Iteration 4Q: 3 clusters Score -968948.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -969078.062500 Penalty: 2864.415771
	Iteration 5Q: 3 clusters Score -969078.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -969188.562500 Penalty: 2864.415771
	Iteration 6Q: 3 clusters Score -969188.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -969295.500000 Penalty: 2864.415771
	Iteration 7Q: 3 clusters Score -969295.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -969389.500000 Penalty: 2864.415771
	Iteration 8Q: 3 clusters Score -969389.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -969473.562500 Penalty: 2864.415771
	Iteration 9Q: 3 clusters Score -969473.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -969542.312500 Penalty: 2864.415771
	Iteration 10Q: 3 clusters Score -969542.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -969621.687500 Penalty: 2864.415771
	Iteration 11Q: 3 clusters Score -969621.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -969697.312500 Penalty: 2864.415771
	Iteration 12Q: 3 clusters Score -969697.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -969784.812500 Penalty: 2864.415771
	Iteration 13Q: 3 clusters Score -969784.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -969867.625000 Penalty: 2864.415771
	Iteration 14Q: 3 clusters Score -969867.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -969935.937500 Penalty: 2864.415771
	Iteration 15Q: 3 clusters Score -969935.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -970000.812500 Penalty: 2864.415771
	Iteration 16Q: 3 clusters Score -970000.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -970052.875000 Penalty: 2864.415771
	Iteration 17Q: 3 clusters Score -970052.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -970109.625000 Penalty: 2864.415771
	Iteration 18Q: 3 clusters Score -970109.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -970157.937500 Penalty: 2864.415771
	Iteration 19Q: 3 clusters Score -970157.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -970206.437500 Penalty: 2864.415771
	Iteration 20F: 3 clusters Score -970206.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -970256.687500 Penalty: 2864.415771
	Iteration 21Q: 3 clusters Score -970256.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -970309.000000 Penalty: 2864.415771
	Iteration 22Q: 3 clusters Score -970309 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -970359.687500 Penalty: 2864.415771
	Iteration 23Q: 3 clusters Score -970359.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -970414.312500 Penalty: 2864.415771
	Iteration 24Q: 3 clusters Score -970414.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -970449.187500 Penalty: 2864.415771
	Iteration 25Q: 3 clusters Score -970449.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -970468.437500 Penalty: 2864.415771
	Iteration 26Q: 3 clusters Score -970468.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -970483.687500 Penalty: 2864.415771
	Iteration 27Q: 3 clusters Score -970483.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -970496.375000 Penalty: 2864.415771
	Iteration 28Q: 3 clusters Score -970496.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -970512.437500 Penalty: 2864.415771
	Iteration 29Q: 3 clusters Score -970512.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -970521.562500 Penalty: 2864.415771
	Iteration 30Q: 3 clusters Score -970521.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -970530.562500 Penalty: 2864.415771
	Iteration 31Q: 3 clusters Score -970530.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -970538.750000 Penalty: 2864.415771
	Iteration 32Q: 3 clusters Score -970538.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -970551.687500 Penalty: 2864.415771
	Iteration 33Q: 3 clusters Score -970551.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -970560.500000 Penalty: 2864.415771
	Iteration 34Q: 3 clusters Score -970560.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -970562.625000 Penalty: 2864.415771
	Iteration 35Q: 3 clusters Score -970562.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -970567.875000 Penalty: 2864.415771
	Iteration 36Q: 3 clusters Score -970567.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -970574.937500 Penalty: 2864.415771
	Iteration 37Q: 3 clusters Score -970574.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -970581.250000 Penalty: 2864.415771
	Iteration 38Q: 3 clusters Score -970581.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -970587.125000 Penalty: 2864.415771
	Iteration 39Q: 3 clusters Score -970587.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -970590.750000 Penalty: 2864.415771
	Iteration 40F: 3 clusters Score -970590.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -970592.875000 Penalty: 2864.415771
	Iteration 41Q: 3 clusters Score -970592.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -970593.312500 Penalty: 2864.415771
	Iteration 42Q: 3 clusters Score -970593.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -970595.375000 Penalty: 2864.415771
	Iteration 43Q: 3 clusters Score -970595.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -970596.375000 Penalty: 2864.415771
	Iteration 44Q: 3 clusters Score -970596.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -970597.750000 Penalty: 2864.415771
	Iteration 45Q: 3 clusters Score -970597.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -970599.562500 Penalty: 2864.415771
	Iteration 46Q: 3 clusters Score -970599.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -970599.500000 Penalty: 2864.415771
	Iteration 47Q: 3 clusters Score -970599.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -970603.312500 Penalty: 2864.415771
	Iteration 48Q: 3 clusters Score -970603.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -970607.562500 Penalty: 2864.415771
	Iteration 49Q: 3 clusters Score -970607.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -970610.687500 Penalty: 2864.415771
	Iteration 50Q: 3 clusters Score -970610.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -970611.375000 Penalty: 2864.415771
	Iteration 51Q: 3 clusters Score -970611.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -970613.187500 Penalty: 2864.415771
	Iteration 52Q: 3 clusters Score -970613.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -970616.312500 Penalty: 2864.415771
	Iteration 53Q: 3 clusters Score -970616.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -970615.000000 Penalty: 2864.415771
	Iteration 54Q: 3 clusters Score -970615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -970617.375000 Penalty: 2864.415771
	Iteration 55Q: 3 clusters Score -970617.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -970621.625000 Penalty: 2864.415771
	Iteration 56Q: 3 clusters Score -970621.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -970624.000000 Penalty: 2864.415771
	Iteration 57Q: 3 clusters Score -970624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -970626.062500 Penalty: 2864.415771
	Iteration 58Q: 3 clusters Score -970626.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -970627.500000 Penalty: 2864.415771
	Iteration 59Q: 3 clusters Score -970627.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -970631.187500 Penalty: 2864.415771
	Iteration 60F: 3 clusters Score -970631.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -970634.500000 Penalty: 2864.415771
	Iteration 61Q: 3 clusters Score -970634.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -970638.875000 Penalty: 2864.415771
	Iteration 62Q: 3 clusters Score -970638.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -970645.000000 Penalty: 2864.415771
	Iteration 63Q: 3 clusters Score -970645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -970647.750000 Penalty: 2864.415771
	Iteration 64Q: 3 clusters Score -970647.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -970654.875000 Penalty: 2864.415771
	Iteration 65Q: 3 clusters Score -970654.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -970659.625000 Penalty: 2864.415771
	Iteration 66Q: 3 clusters Score -970659.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -970662.062500 Penalty: 2864.415771
	Iteration 67Q: 3 clusters Score -970662.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -970664.187500 Penalty: 2864.415771
	Iteration 68Q: 3 clusters Score -970664.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -970668.250000 Penalty: 2864.415771
	Iteration 69Q: 3 clusters Score -970668.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -970670.625000 Penalty: 2864.415771
	Iteration 70Q: 3 clusters Score -970670.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -970670.375000 Penalty: 2864.415771
	Iteration 71Q: 3 clusters Score -970670.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -970670.375000 Penalty: 2864.415771
	Iteration 72F: 3 clusters Score -970670.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Entering Unmasked Estep 
Score: -483988.500000 Penalty: 1323.274292
	Iteration 0F: 2 clusters Score -483988.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -481011.468750 Penalty: 2646.548584
	Iteration 0F: 3 clusters Score -481011.5 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -481798.687500 Penalty: 2646.548584
	Iteration 1F: 3 clusters Score -481798.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -481989.187500 Penalty: 2646.548584
	Iteration 2F: 3 clusters Score -481989.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -482112.843750 Penalty: 2646.548584
	Iteration 3F: 3 clusters Score -482112.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -482227.312500 Penalty: 2646.548584
	Iteration 4Q: 3 clusters Score -482227.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -482314.906250 Penalty: 2646.548584
	Iteration 5Q: 3 clusters Score -482314.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -482397.281250 Penalty: 2646.548584
	Iteration 6Q: 3 clusters Score -482397.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -482481.343750 Penalty: 2646.548584
	Iteration 7Q: 3 clusters Score -482481.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -482560.468750 Penalty: 2646.548584
	Iteration 8Q: 3 clusters Score -482560.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -482628.062500 Penalty: 2646.548584
	Iteration 9Q: 3 clusters Score -482628.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -482677.468750 Penalty: 2646.548584
	Iteration 10Q: 3 clusters Score -482677.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -482720.437500 Penalty: 2646.548584
	Iteration 11Q: 3 clusters Score -482720.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -482758.343750 Penalty: 2646.548584
	Iteration 12Q: 3 clusters Score -482758.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -482793.468750 Penalty: 2646.548584
	Iteration 13Q: 3 clusters Score -482793.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -482814.093750 Penalty: 2646.548584
	Iteration 14Q: 3 clusters Score -482814.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -482835.375000 Penalty: 2646.548584
	Iteration 15Q: 3 clusters Score -482835.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -482851.937500 Penalty: 2646.548584
	Iteration 16Q: 3 clusters Score -482851.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -482866.312500 Penalty: 2646.548584
	Iteration 17Q: 3 clusters Score -482866.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -482878.906250 Penalty: 2646.548584
	Iteration 18Q: 3 clusters Score -482878.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -482891.250000 Penalty: 2646.548584
	Iteration 19Q: 3 clusters Score -482891.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -482903.281250 Penalty: 2646.548584
	Iteration 20F: 3 clusters Score -482903.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -482911.406250 Penalty: 2646.548584
	Iteration 21Q: 3 clusters Score -482911.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -482918.093750 Penalty: 2646.548584
	Iteration 22Q: 3 clusters Score -482918.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -482925.781250 Penalty: 2646.548584
	Iteration 23Q: 3 clusters Score -482925.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -482932.218750 Penalty: 2646.548584
	Iteration 24Q: 3 clusters Score -482932.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -482940.531250 Penalty: 2646.548584
	Iteration 25Q: 3 clusters Score -482940.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -482946.593750 Penalty: 2646.548584
	Iteration 26Q: 3 clusters Score -482946.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -482952.687500 Penalty: 2646.548584
	Iteration 27Q: 3 clusters Score -482952.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -482956.656250 Penalty: 2646.548584
	Iteration 28Q: 3 clusters Score -482956.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -482958.156250 Penalty: 2646.548584
	Iteration 29Q: 3 clusters Score -482958.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -482958.156250 Penalty: 2646.548584
	Iteration 30F: 3 clusters Score -482958.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -19569.041016 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -19569.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18987.427734 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -18987.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19152.259766 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -19152.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19229.080078 Penalty: 1720.324097
	Iteration 2F: 3 clusters Score -19229.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19265.244141 Penalty: 1720.324097
	Iteration 3Q: 3 clusters Score -19265.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19316.753906 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -19316.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19420.628906 Penalty: 1720.324097
	Iteration 5Q: 3 clusters Score -19420.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19462.863281 Penalty: 1720.324097
	Iteration 6Q: 3 clusters Score -19462.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19465.162109 Penalty: 1720.324097
	Iteration 7Q: 3 clusters Score -19465.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19465.162109 Penalty: 1720.324097
	Iteration 8F: 3 clusters Score -19465.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Entering Unmasked Estep 
Score: -198982.343750 Penalty: 1198.682617
	Iteration 0F: 2 clusters Score -198982.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -197165.125000 Penalty: 2397.365234
	Iteration 0F: 3 clusters Score -197165.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -197560.578125 Penalty: 2397.365234
	Iteration 1F: 3 clusters Score -197560.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -197689.109375 Penalty: 2397.365234
	Iteration 2F: 3 clusters Score -197689.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -197794.468750 Penalty: 2397.365234
	Iteration 3F: 3 clusters Score -197794.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -197885.734375 Penalty: 2397.365234
	Iteration 4F: 3 clusters Score -197885.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -197972.015625 Penalty: 2397.365234
	Iteration 5Q: 3 clusters Score -197972 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -198053.156250 Penalty: 2397.365234
	Iteration 6Q: 3 clusters Score -198053.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -198135.234375 Penalty: 2397.365234
	Iteration 7Q: 3 clusters Score -198135.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -198218.265625 Penalty: 2397.365234
	Iteration 8Q: 3 clusters Score -198218.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -198294.718750 Penalty: 2397.365234
	Iteration 9Q: 3 clusters Score -198294.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -198374.015625 Penalty: 2397.365234
	Iteration 10Q: 3 clusters Score -198374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -198437.515625 Penalty: 2397.365234
	Iteration 11Q: 3 clusters Score -198437.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -198488.265625 Penalty: 2397.365234
	Iteration 12Q: 3 clusters Score -198488.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -198528.187500 Penalty: 2397.365234
	Iteration 13Q: 3 clusters Score -198528.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -198552.421875 Penalty: 2397.365234
	Iteration 14Q: 3 clusters Score -198552.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -198571.218750 Penalty: 2397.365234
	Iteration 15Q: 3 clusters Score -198571.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -198593.046875 Penalty: 2397.365234
	Iteration 16Q: 3 clusters Score -198593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -198608.531250 Penalty: 2397.365234
	Iteration 17Q: 3 clusters Score -198608.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -198616.671875 Penalty: 2397.365234
	Iteration 18Q: 3 clusters Score -198616.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -198622.187500 Penalty: 2397.365234
	Iteration 19Q: 3 clusters Score -198622.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -198630.265625 Penalty: 2397.365234
	Iteration 20F: 3 clusters Score -198630.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -198639.406250 Penalty: 2397.365234
	Iteration 21Q: 3 clusters Score -198639.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -198644.359375 Penalty: 2397.365234
	Iteration 22Q: 3 clusters Score -198644.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -198649.109375 Penalty: 2397.365234
	Iteration 23Q: 3 clusters Score -198649.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -198652.250000 Penalty: 2397.365234
	Iteration 24Q: 3 clusters Score -198652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -198653.718750 Penalty: 2397.365234
	Iteration 25Q: 3 clusters Score -198653.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -198654.718750 Penalty: 2397.365234
	Iteration 26Q: 3 clusters Score -198654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -198655.734375 Penalty: 2397.365234
	Iteration 27Q: 3 clusters Score -198655.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -198656.734375 Penalty: 2397.365234
	Iteration 28Q: 3 clusters Score -198656.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -198656.968750 Penalty: 2397.365234
	Iteration 29Q: 3 clusters Score -198657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -198659.125000 Penalty: 2397.365234
	Iteration 30Q: 3 clusters Score -198659.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -198659.562500 Penalty: 2397.365234
	Iteration 31Q: 3 clusters Score -198659.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -198660.390625 Penalty: 2397.365234
	Iteration 32Q: 3 clusters Score -198660.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -198660.734375 Penalty: 2397.365234
	Iteration 33Q: 3 clusters Score -198660.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -198661.890625 Penalty: 2397.365234
	Iteration 34Q: 3 clusters Score -198661.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -198663.734375 Penalty: 2397.365234
	Iteration 35Q: 3 clusters Score -198663.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -198665.718750 Penalty: 2397.365234
	Iteration 36Q: 3 clusters Score -198665.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -198667.015625 Penalty: 2397.365234
	Iteration 37Q: 3 clusters Score -198667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -198667.250000 Penalty: 2397.365234
	Iteration 38Q: 3 clusters Score -198667.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -198667.250000 Penalty: 2397.365234
	Iteration 39F: 3 clusters Score -198667.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Entering Unmasked Estep 
Score: -343567.906250 Penalty: 1277.280029
	Iteration 0F: 2 clusters Score -343567.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -341148.937500 Penalty: 2554.560059
	Iteration 0F: 3 clusters Score -341148.9 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -341801.218750 Penalty: 2554.560059
	Iteration 1F: 3 clusters Score -341801.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -342006.968750 Penalty: 2554.560059
	Iteration 2F: 3 clusters Score -342007 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -342190.687500 Penalty: 2554.560059
	Iteration 3F: 3 clusters Score -342190.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -342378.968750 Penalty: 2554.560059
	Iteration 4F: 3 clusters Score -342379 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -342571.906250 Penalty: 2554.560059
	Iteration 5F: 3 clusters Score -342571.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -342729.312500 Penalty: 2554.560059
	Iteration 6F: 3 clusters Score -342729.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -342853.343750 Penalty: 2554.560059
	Iteration 7Q: 3 clusters Score -342853.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -342927.031250 Penalty: 2554.560059
	Iteration 8Q: 3 clusters Score -342927 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -342982.468750 Penalty: 2554.560059
	Iteration 9Q: 3 clusters Score -342982.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -343026.906250 Penalty: 2554.560059
	Iteration 10Q: 3 clusters Score -343026.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -343072.718750 Penalty: 2554.560059
	Iteration 11Q: 3 clusters Score -343072.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -343107.937500 Penalty: 2554.560059
	Iteration 12Q: 3 clusters Score -343107.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -343134.906250 Penalty: 2554.560059
	Iteration 13Q: 3 clusters Score -343134.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -343159.812500 Penalty: 2554.560059
	Iteration 14Q: 3 clusters Score -343159.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -343181.875000 Penalty: 2554.560059
	Iteration 15Q: 3 clusters Score -343181.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -343204.343750 Penalty: 2554.560059
	Iteration 16Q: 3 clusters Score -343204.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -343218.125000 Penalty: 2554.560059
	Iteration 17Q: 3 clusters Score -343218.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -343234.000000 Penalty: 2554.560059
	Iteration 18Q: 3 clusters Score -343234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -343243.781250 Penalty: 2554.560059
	Iteration 19Q: 3 clusters Score -343243.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -343258.343750 Penalty: 2554.560059
	Iteration 20F: 3 clusters Score -343258.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -343268.031250 Penalty: 2554.560059
	Iteration 21Q: 3 clusters Score -343268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -343275.968750 Penalty: 2554.560059
	Iteration 22Q: 3 clusters Score -343276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -343286.062500 Penalty: 2554.560059
	Iteration 23Q: 3 clusters Score -343286.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -343293.500000 Penalty: 2554.560059
	Iteration 24Q: 3 clusters Score -343293.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -343300.437500 Penalty: 2554.560059
	Iteration 25Q: 3 clusters Score -343300.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -343306.343750 Penalty: 2554.560059
	Iteration 26Q: 3 clusters Score -343306.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -343310.281250 Penalty: 2554.560059
	Iteration 27Q: 3 clusters Score -343310.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -343313.937500 Penalty: 2554.560059
	Iteration 28Q: 3 clusters Score -343313.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -343316.000000 Penalty: 2554.560059
	Iteration 29Q: 3 clusters Score -343316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -343317.156250 Penalty: 2554.560059
	Iteration 30Q: 3 clusters Score -343317.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -343317.156250 Penalty: 2554.560059
	Iteration 31F: 3 clusters Score -343317.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Entering Unmasked Estep 
Score: -920062.375000 Penalty: 1415.663086
	Iteration 0F: 2 clusters Score -920062.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -915494.125000 Penalty: 2831.326172
	Iteration 0F: 3 clusters Score -915494.1 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -916742.687500 Penalty: 2831.326172
	Iteration 1F: 3 clusters Score -916742.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -916905.562500 Penalty: 2831.326172
	Iteration 2F: 3 clusters Score -916905.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -917028.750000 Penalty: 2831.326172
	Iteration 3Q: 3 clusters Score -917028.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -917128.250000 Penalty: 2831.326172
	Iteration 4Q: 3 clusters Score -917128.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -917221.750000 Penalty: 2831.326172
	Iteration 5Q: 3 clusters Score -917221.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -917310.562500 Penalty: 2831.326172
	Iteration 6Q: 3 clusters Score -917310.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -917386.687500 Penalty: 2831.326172
	Iteration 7Q: 3 clusters Score -917386.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -917447.812500 Penalty: 2831.326172
	Iteration 8Q: 3 clusters Score -917447.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -917507.562500 Penalty: 2831.326172
	Iteration 9Q: 3 clusters Score -917507.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -917569.562500 Penalty: 2831.326172
	Iteration 10Q: 3 clusters Score -917569.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -917627.250000 Penalty: 2831.326172
	Iteration 11Q: 3 clusters Score -917627.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -917681.750000 Penalty: 2831.326172
	Iteration 12Q: 3 clusters Score -917681.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -917753.312500 Penalty: 2831.326172
	Iteration 13Q: 3 clusters Score -917753.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -917822.875000 Penalty: 2831.326172
	Iteration 14Q: 3 clusters Score -917822.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -917902.625000 Penalty: 2831.326172
	Iteration 15Q: 3 clusters Score -917902.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -917977.812500 Penalty: 2831.326172
	Iteration 16Q: 3 clusters Score -917977.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -918061.375000 Penalty: 2831.326172
	Iteration 17Q: 3 clusters Score -918061.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -918150.250000 Penalty: 2831.326172
	Iteration 18Q: 3 clusters Score -918150.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -918243.062500 Penalty: 2831.326172
	Iteration 19Q: 3 clusters Score -918243.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -918340.187500 Penalty: 2831.326172
	Iteration 20F: 3 clusters Score -918340.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -918423.250000 Penalty: 2831.326172
	Iteration 21Q: 3 clusters Score -918423.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -918499.687500 Penalty: 2831.326172
	Iteration 22Q: 3 clusters Score -918499.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -918567.125000 Penalty: 2831.326172
	Iteration 23Q: 3 clusters Score -918567.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -918622.750000 Penalty: 2831.326172
	Iteration 24Q: 3 clusters Score -918622.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -918667.187500 Penalty: 2831.326172
	Iteration 25Q: 3 clusters Score -918667.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -918698.062500 Penalty: 2831.326172
	Iteration 26Q: 3 clusters Score -918698.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -918717.937500 Penalty: 2831.326172
	Iteration 27Q: 3 clusters Score -918717.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -918738.125000 Penalty: 2831.326172
	Iteration 28Q: 3 clusters Score -918738.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -918753.375000 Penalty: 2831.326172
	Iteration 29Q: 3 clusters Score -918753.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -918761.500000 Penalty: 2831.326172
	Iteration 30Q: 3 clusters Score -918761.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -918763.250000 Penalty: 2831.326172
	Iteration 31Q: 3 clusters Score -918763.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -918766.625000 Penalty: 2831.326172
	Iteration 32Q: 3 clusters Score -918766.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -918772.062500 Penalty: 2831.326172
	Iteration 33Q: 3 clusters Score -918772.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -918773.125000 Penalty: 2831.326172
	Iteration 34Q: 3 clusters Score -918773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -918776.000000 Penalty: 2831.326172
	Iteration 35Q: 3 clusters Score -918776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -918781.562500 Penalty: 2831.326172
	Iteration 36Q: 3 clusters Score -918781.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -918782.500000 Penalty: 2831.326172
	Iteration 37Q: 3 clusters Score -918782.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -918786.687500 Penalty: 2831.326172
	Iteration 38Q: 3 clusters Score -918786.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -918790.625000 Penalty: 2831.326172
	Iteration 39Q: 3 clusters Score -918790.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -918792.937500 Penalty: 2831.326172
	Iteration 40F: 3 clusters Score -918792.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -918791.812500 Penalty: 2831.326172
	Iteration 41Q: 3 clusters Score -918791.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -918796.250000 Penalty: 2831.326172
	Iteration 42Q: 3 clusters Score -918796.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -918801.125000 Penalty: 2831.326172
	Iteration 43Q: 3 clusters Score -918801.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -918808.625000 Penalty: 2831.326172
	Iteration 44Q: 3 clusters Score -918808.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -918814.500000 Penalty: 2831.326172
	Iteration 45Q: 3 clusters Score -918814.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -918814.562500 Penalty: 2831.326172
	Iteration 46Q: 3 clusters Score -918814.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -918814.500000 Penalty: 2831.326172
	Iteration 47Q: 3 clusters Score -918814.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -918817.250000 Penalty: 2831.326172
	Iteration 48Q: 3 clusters Score -918817.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -918817.750000 Penalty: 2831.326172
	Iteration 49Q: 3 clusters Score -918817.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -918818.625000 Penalty: 2831.326172
	Iteration 50Q: 3 clusters Score -918818.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -918820.500000 Penalty: 2831.326172
	Iteration 51Q: 3 clusters Score -918820.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -918821.000000 Penalty: 2831.326172
	Iteration 52Q: 3 clusters Score -918821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -918821.000000 Penalty: 2831.326172
	Iteration 53F: 3 clusters Score -918821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Entering Unmasked Estep 
Score: -239043.890625 Penalty: 1213.911499
	Iteration 0F: 2 clusters Score -239043.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -237139.375000 Penalty: 2427.822998
	Iteration 0F: 3 clusters Score -237139.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -237672.296875 Penalty: 2427.822998
	Iteration 1F: 3 clusters Score -237672.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -237813.734375 Penalty: 2427.822998
	Iteration 2F: 3 clusters Score -237813.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -237907.078125 Penalty: 2427.822998
	Iteration 3F: 3 clusters Score -237907.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -237996.421875 Penalty: 2427.822998
	Iteration 4Q: 3 clusters Score -237996.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -238071.500000 Penalty: 2427.822998
	Iteration 5Q: 3 clusters Score -238071.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -238144.015625 Penalty: 2427.822998
	Iteration 6Q: 3 clusters Score -238144 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -238187.562500 Penalty: 2427.822998
	Iteration 7Q: 3 clusters Score -238187.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -238235.671875 Penalty: 2427.822998
	Iteration 8Q: 3 clusters Score -238235.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -238290.750000 Penalty: 2427.822998
	Iteration 9Q: 3 clusters Score -238290.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -238331.953125 Penalty: 2427.822998
	Iteration 10Q: 3 clusters Score -238332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -238372.906250 Penalty: 2427.822998
	Iteration 11Q: 3 clusters Score -238372.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -238418.203125 Penalty: 2427.822998
	Iteration 12Q: 3 clusters Score -238418.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -238462.765625 Penalty: 2427.822998
	Iteration 13Q: 3 clusters Score -238462.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -238504.484375 Penalty: 2427.822998
	Iteration 14Q: 3 clusters Score -238504.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -238525.359375 Penalty: 2427.822998
	Iteration 15Q: 3 clusters Score -238525.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -238538.718750 Penalty: 2427.822998
	Iteration 16Q: 3 clusters Score -238538.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -238560.984375 Penalty: 2427.822998
	Iteration 17Q: 3 clusters Score -238561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -238584.109375 Penalty: 2427.822998
	Iteration 18Q: 3 clusters Score -238584.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -238601.796875 Penalty: 2427.822998
	Iteration 19Q: 3 clusters Score -238601.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -238621.375000 Penalty: 2427.822998
	Iteration 20F: 3 clusters Score -238621.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -238632.343750 Penalty: 2427.822998
	Iteration 21Q: 3 clusters Score -238632.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -238638.468750 Penalty: 2427.822998
	Iteration 22Q: 3 clusters Score -238638.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -238643.281250 Penalty: 2427.822998
	Iteration 23Q: 3 clusters Score -238643.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -238645.437500 Penalty: 2427.822998
	Iteration 24Q: 3 clusters Score -238645.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -238646.812500 Penalty: 2427.822998
	Iteration 25Q: 3 clusters Score -238646.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -238647.156250 Penalty: 2427.822998
	Iteration 26Q: 3 clusters Score -238647.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -238647.156250 Penalty: 2427.822998
	Iteration 27F: 3 clusters Score -238647.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Entering Unmasked Estep 
Score: -456113.468750 Penalty: 1301.197144
	Iteration 0F: 2 clusters Score -456113.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -453418.031250 Penalty: 2602.394287
	Iteration 0F: 3 clusters Score -453418 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -454087.937500 Penalty: 2602.394287
	Iteration 1F: 3 clusters Score -454087.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -454245.375000 Penalty: 2602.394287
	Iteration 2F: 3 clusters Score -454245.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -454341.000000 Penalty: 2602.394287
	Iteration 3F: 3 clusters Score -454341 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -454414.062500 Penalty: 2602.394287
	Iteration 4Q: 3 clusters Score -454414.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -454480.062500 Penalty: 2602.394287
	Iteration 5Q: 3 clusters Score -454480.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -454531.156250 Penalty: 2602.394287
	Iteration 6Q: 3 clusters Score -454531.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -454568.281250 Penalty: 2602.394287
	Iteration 7Q: 3 clusters Score -454568.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -454599.187500 Penalty: 2602.394287
	Iteration 8Q: 3 clusters Score -454599.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -454624.468750 Penalty: 2602.394287
	Iteration 9Q: 3 clusters Score -454624.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -454663.375000 Penalty: 2602.394287
	Iteration 10Q: 3 clusters Score -454663.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -454696.781250 Penalty: 2602.394287
	Iteration 11Q: 3 clusters Score -454696.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -454720.937500 Penalty: 2602.394287
	Iteration 12Q: 3 clusters Score -454720.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -454744.000000 Penalty: 2602.394287
	Iteration 13Q: 3 clusters Score -454744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -454768.125000 Penalty: 2602.394287
	Iteration 14Q: 3 clusters Score -454768.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -454792.875000 Penalty: 2602.394287
	Iteration 15Q: 3 clusters Score -454792.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -454810.468750 Penalty: 2602.394287
	Iteration 16Q: 3 clusters Score -454810.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -454825.187500 Penalty: 2602.394287
	Iteration 17Q: 3 clusters Score -454825.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -454846.000000 Penalty: 2602.394287
	Iteration 18Q: 3 clusters Score -454846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -454867.906250 Penalty: 2602.394287
	Iteration 19Q: 3 clusters Score -454867.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -454889.781250 Penalty: 2602.394287
	Iteration 20F: 3 clusters Score -454889.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -454914.187500 Penalty: 2602.394287
	Iteration 21Q: 3 clusters Score -454914.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -454934.375000 Penalty: 2602.394287
	Iteration 22Q: 3 clusters Score -454934.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -454953.781250 Penalty: 2602.394287
	Iteration 23Q: 3 clusters Score -454953.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -454970.531250 Penalty: 2602.394287
	Iteration 24Q: 3 clusters Score -454970.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -454988.250000 Penalty: 2602.394287
	Iteration 25Q: 3 clusters Score -454988.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -454999.437500 Penalty: 2602.394287
	Iteration 26Q: 3 clusters Score -454999.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -455015.843750 Penalty: 2602.394287
	Iteration 27Q: 3 clusters Score -455015.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -455037.093750 Penalty: 2602.394287
	Iteration 28Q: 3 clusters Score -455037.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -455058.406250 Penalty: 2602.394287
	Iteration 29Q: 3 clusters Score -455058.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -455070.750000 Penalty: 2602.394287
	Iteration 30Q: 3 clusters Score -455070.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -455086.156250 Penalty: 2602.394287
	Iteration 31Q: 3 clusters Score -455086.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -455099.312500 Penalty: 2602.394287
	Iteration 32Q: 3 clusters Score -455099.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -455106.375000 Penalty: 2602.394287
	Iteration 33Q: 3 clusters Score -455106.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -455112.000000 Penalty: 2602.394287
	Iteration 34Q: 3 clusters Score -455112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -455116.843750 Penalty: 2602.394287
	Iteration 35Q: 3 clusters Score -455116.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -455119.031250 Penalty: 2602.394287
	Iteration 36Q: 3 clusters Score -455119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -455120.625000 Penalty: 2602.394287
	Iteration 37Q: 3 clusters Score -455120.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -455122.312500 Penalty: 2602.394287
	Iteration 38Q: 3 clusters Score -455122.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -455123.875000 Penalty: 2602.394287
	Iteration 39Q: 3 clusters Score -455123.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -455124.375000 Penalty: 2602.394287
	Iteration 40F: 3 clusters Score -455124.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -455125.750000 Penalty: 2602.394287
	Iteration 41Q: 3 clusters Score -455125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -455126.750000 Penalty: 2602.394287
	Iteration 42Q: 3 clusters Score -455126.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -455126.750000 Penalty: 2602.394287
	Iteration 43F: 3 clusters Score -455126.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (14584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Entering Unmasked Estep 
Score: -2111749.750000 Penalty: 1557.997925
	Iteration 0F: 2 clusters Score -2111750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2101698.500000 Penalty: 3115.995850
	Iteration 0F: 3 clusters Score -2101698 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2105317.000000 Penalty: 3115.995850
	Iteration 1F: 3 clusters Score -2105317 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2105752.750000 Penalty: 3115.995850
	Iteration 2F: 3 clusters Score -2105753 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2106159.750000 Penalty: 3115.995850
	Iteration 3F: 3 clusters Score -2106160 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2106533.500000 Penalty: 3115.995850
	Iteration 4F: 3 clusters Score -2106534 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2106902.250000 Penalty: 3115.995850
	Iteration 5Q: 3 clusters Score -2106902 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2107305.750000 Penalty: 3115.995850
	Iteration 6F: 3 clusters Score -2107306 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2107743.500000 Penalty: 3115.995850
	Iteration 7F: 3 clusters Score -2107744 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2108178.250000 Penalty: 3115.995850
	Iteration 8Q: 3 clusters Score -2108178 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2108547.500000 Penalty: 3115.995850
	Iteration 9Q: 3 clusters Score -2108548 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2108846.000000 Penalty: 3115.995850
	Iteration 10Q: 3 clusters Score -2108846 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2109098.250000 Penalty: 3115.995850
	Iteration 11Q: 3 clusters Score -2109098 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2109298.500000 Penalty: 3115.995850
	Iteration 12Q: 3 clusters Score -2109298 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2109462.750000 Penalty: 3115.995850
	Iteration 13Q: 3 clusters Score -2109463 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2109611.750000 Penalty: 3115.995850
	Iteration 14Q: 3 clusters Score -2109612 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2109747.000000 Penalty: 3115.995850
	Iteration 15Q: 3 clusters Score -2109747 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2109871.250000 Penalty: 3115.995850
	Iteration 16Q: 3 clusters Score -2109871 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2109959.750000 Penalty: 3115.995850
	Iteration 17Q: 3 clusters Score -2109960 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2110048.500000 Penalty: 3115.995850
	Iteration 18Q: 3 clusters Score -2110048 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2110118.250000 Penalty: 3115.995850
	Iteration 19Q: 3 clusters Score -2110118 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2110177.500000 Penalty: 3115.995850
	Iteration 20F: 3 clusters Score -2110178 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2110216.250000 Penalty: 3115.995850
	Iteration 21Q: 3 clusters Score -2110216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2110250.000000 Penalty: 3115.995850
	Iteration 22Q: 3 clusters Score -2110250 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2110264.000000 Penalty: 3115.995850
	Iteration 23Q: 3 clusters Score -2110264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2110281.500000 Penalty: 3115.995850
	Iteration 24Q: 3 clusters Score -2110282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2110303.750000 Penalty: 3115.995850
	Iteration 25Q: 3 clusters Score -2110304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2110327.250000 Penalty: 3115.995850
	Iteration 26Q: 3 clusters Score -2110327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2110338.000000 Penalty: 3115.995850
	Iteration 27Q: 3 clusters Score -2110338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2110344.750000 Penalty: 3115.995850
	Iteration 28Q: 3 clusters Score -2110345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2110351.500000 Penalty: 3115.995850
	Iteration 29Q: 3 clusters Score -2110352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2110362.000000 Penalty: 3115.995850
	Iteration 30Q: 3 clusters Score -2110362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2110373.750000 Penalty: 3115.995850
	Iteration 31Q: 3 clusters Score -2110374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2110377.250000 Penalty: 3115.995850
	Iteration 32Q: 3 clusters Score -2110377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2110381.250000 Penalty: 3115.995850
	Iteration 33Q: 3 clusters Score -2110381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2110384.000000 Penalty: 3115.995850
	Iteration 34Q: 3 clusters Score -2110384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2110389.750000 Penalty: 3115.995850
	Iteration 35Q: 3 clusters Score -2110390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2110392.000000 Penalty: 3115.995850
	Iteration 36Q: 3 clusters Score -2110392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2110396.250000 Penalty: 3115.995850
	Iteration 37Q: 3 clusters Score -2110396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2110393.500000 Penalty: 3115.995850
	Iteration 38Q: 3 clusters Score -2110394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2110397.500000 Penalty: 3115.995850
	Iteration 39Q: 3 clusters Score -2110398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2110395.000000 Penalty: 3115.995850
	Iteration 40F: 3 clusters Score -2110395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2110395.250000 Penalty: 3115.995850
	Iteration 41Q: 3 clusters Score -2110395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2110396.500000 Penalty: 3115.995850
	Iteration 42Q: 3 clusters Score -2110396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2110397.500000 Penalty: 3115.995850
	Iteration 43Q: 3 clusters Score -2110398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2110396.250000 Penalty: 3115.995850
	Iteration 44Q: 3 clusters Score -2110396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2110396.250000 Penalty: 3115.995850
	Iteration 45F: 3 clusters Score -2110396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (9880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Entering Unmasked Estep 
Score: -1501969.250000 Penalty: 1494.718506
	Iteration 0F: 2 clusters Score -1501969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1494918.375000 Penalty: 2989.437012
	Iteration 0F: 3 clusters Score -1494918 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1497274.375000 Penalty: 2989.437012
	Iteration 1F: 3 clusters Score -1497274 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1497563.000000 Penalty: 2989.437012
	Iteration 2F: 3 clusters Score -1497563 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1497813.250000 Penalty: 2989.437012
	Iteration 3F: 3 clusters Score -1497813 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1498049.750000 Penalty: 2989.437012
	Iteration 4F: 3 clusters Score -1498050 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1498251.625000 Penalty: 2989.437012
	Iteration 5Q: 3 clusters Score -1498252 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1498481.250000 Penalty: 2989.437012
	Iteration 6Q: 3 clusters Score -1498481 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1498717.375000 Penalty: 2989.437012
	Iteration 7Q: 3 clusters Score -1498717 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1498944.875000 Penalty: 2989.437012
	Iteration 8Q: 3 clusters Score -1498945 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1499180.250000 Penalty: 2989.437012
	Iteration 9Q: 3 clusters Score -1499180 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1499403.500000 Penalty: 2989.437012
	Iteration 10Q: 3 clusters Score -1499404 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1499630.875000 Penalty: 2989.437012
	Iteration 11Q: 3 clusters Score -1499631 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1499827.250000 Penalty: 2989.437012
	Iteration 12Q: 3 clusters Score -1499827 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1499970.375000 Penalty: 2989.437012
	Iteration 13Q: 3 clusters Score -1499970 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1500069.000000 Penalty: 2989.437012
	Iteration 14Q: 3 clusters Score -1500069 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1500128.375000 Penalty: 2989.437012
	Iteration 15Q: 3 clusters Score -1500128 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1500168.250000 Penalty: 2989.437012
	Iteration 16Q: 3 clusters Score -1500168 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1500198.625000 Penalty: 2989.437012
	Iteration 17Q: 3 clusters Score -1500199 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1500220.750000 Penalty: 2989.437012
	Iteration 18Q: 3 clusters Score -1500221 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1500237.125000 Penalty: 2989.437012
	Iteration 19Q: 3 clusters Score -1500237 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1500255.750000 Penalty: 2989.437012
	Iteration 20F: 3 clusters Score -1500256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1500264.250000 Penalty: 2989.437012
	Iteration 21Q: 3 clusters Score -1500264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1500271.250000 Penalty: 2989.437012
	Iteration 22Q: 3 clusters Score -1500271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1500278.875000 Penalty: 2989.437012
	Iteration 23Q: 3 clusters Score -1500279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1500286.250000 Penalty: 2989.437012
	Iteration 24Q: 3 clusters Score -1500286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1500291.375000 Penalty: 2989.437012
	Iteration 25Q: 3 clusters Score -1500291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1500297.000000 Penalty: 2989.437012
	Iteration 26Q: 3 clusters Score -1500297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1500304.250000 Penalty: 2989.437012
	Iteration 27Q: 3 clusters Score -1500304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1500312.625000 Penalty: 2989.437012
	Iteration 28Q: 3 clusters Score -1500313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1500313.750000 Penalty: 2989.437012
	Iteration 29Q: 3 clusters Score -1500314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1500318.625000 Penalty: 2989.437012
	Iteration 30Q: 3 clusters Score -1500319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1500316.250000 Penalty: 2989.437012
	Iteration 31Q: 3 clusters Score -1500316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1500318.000000 Penalty: 2989.437012
	Iteration 32Q: 3 clusters Score -1500318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1500321.375000 Penalty: 2989.437012
	Iteration 33Q: 3 clusters Score -1500321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1500319.375000 Penalty: 2989.437012
	Iteration 34Q: 3 clusters Score -1500319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1500320.125000 Penalty: 2989.437012
	Iteration 35Q: 3 clusters Score -1500320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1500322.875000 Penalty: 2989.437012
	Iteration 36Q: 3 clusters Score -1500323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1500322.250000 Penalty: 2989.437012
	Iteration 37Q: 3 clusters Score -1500322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1500324.375000 Penalty: 2989.437012
	Iteration 38Q: 3 clusters Score -1500324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1500322.875000 Penalty: 2989.437012
	Iteration 39Q: 3 clusters Score -1500323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1500323.000000 Penalty: 2989.437012
	Iteration 40F: 3 clusters Score -1500323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1500322.750000 Penalty: 2989.437012
	Iteration 41Q: 3 clusters Score -1500323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1500326.250000 Penalty: 2989.437012
	Iteration 42Q: 3 clusters Score -1500326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1500329.500000 Penalty: 2989.437012
	Iteration 43Q: 3 clusters Score -1500330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1500333.500000 Penalty: 2989.437012
	Iteration 44Q: 3 clusters Score -1500334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1500332.375000 Penalty: 2989.437012
	Iteration 45Q: 3 clusters Score -1500332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1500334.375000 Penalty: 2989.437012
	Iteration 46Q: 3 clusters Score -1500334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1500333.250000 Penalty: 2989.437012
	Iteration 47Q: 3 clusters Score -1500333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1500334.125000 Penalty: 2989.437012
	Iteration 48Q: 3 clusters Score -1500334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1500334.750000 Penalty: 2989.437012
	Iteration 49Q: 3 clusters Score -1500335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1500334.250000 Penalty: 2989.437012
	Iteration 50Q: 3 clusters Score -1500334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1500334.875000 Penalty: 2989.437012
	Iteration 51Q: 3 clusters Score -1500335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1500333.500000 Penalty: 2989.437012
	Iteration 52Q: 3 clusters Score -1500334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1500333.875000 Penalty: 2989.437012
	Iteration 53Q: 3 clusters Score -1500334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1500331.625000 Penalty: 2989.437012
	Iteration 54Q: 3 clusters Score -1500332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1500332.375000 Penalty: 2989.437012
	Iteration 55Q: 3 clusters Score -1500332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1500334.500000 Penalty: 2989.437012
	Iteration 56Q: 3 clusters Score -1500334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1500335.500000 Penalty: 2989.437012
	Iteration 57Q: 3 clusters Score -1500336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1500336.250000 Penalty: 2989.437012
	Iteration 58Q: 3 clusters Score -1500336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1500334.875000 Penalty: 2989.437012
	Iteration 59Q: 3 clusters Score -1500335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1500338.500000 Penalty: 2989.437012
	Iteration 60F: 3 clusters Score -1500338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1500338.250000 Penalty: 2989.437012
	Iteration 61Q: 3 clusters Score -1500338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1500339.000000 Penalty: 2989.437012
	Iteration 62Q: 3 clusters Score -1500339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1500343.125000 Penalty: 2989.437012
	Iteration 63Q: 3 clusters Score -1500343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1500343.625000 Penalty: 2989.437012
	Iteration 64Q: 3 clusters Score -1500344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1500343.625000 Penalty: 2989.437012
	Iteration 65F: 3 clusters Score -1500344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (19587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Entering Unmasked Estep 
Score: -3001280.250000 Penalty: 1605.926025
	Iteration 0F: 2 clusters Score -3001280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2988962.250000 Penalty: 3211.852051
	Iteration 0F: 3 clusters Score -2988962 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2993826.500000 Penalty: 3211.852051
	Iteration 1F: 3 clusters Score -2993826 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2994197.000000 Penalty: 3211.852051
	Iteration 2F: 3 clusters Score -2994197 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2994572.250000 Penalty: 3211.852051
	Iteration 3F: 3 clusters Score -2994572 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2995032.000000 Penalty: 3211.852051
	Iteration 4F: 3 clusters Score -2995032 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2995541.750000 Penalty: 3211.852051
	Iteration 5F: 3 clusters Score -2995542 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2996159.250000 Penalty: 3211.852051
	Iteration 6F: 3 clusters Score -2996159 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2996905.250000 Penalty: 3211.852051
	Iteration 7F: 3 clusters Score -2996905 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2997705.500000 Penalty: 3211.852051
	Iteration 8F: 3 clusters Score -2997706 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2998419.250000 Penalty: 3211.852051
	Iteration 9F: 3 clusters Score -2998419 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2999055.750000 Penalty: 3211.852051
	Iteration 10Q: 3 clusters Score -2999056 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2999471.250000 Penalty: 3211.852051
	Iteration 11Q: 3 clusters Score -2999471 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2999676.750000 Penalty: 3211.852051
	Iteration 12Q: 3 clusters Score -2999677 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2999764.000000 Penalty: 3211.852051
	Iteration 13Q: 3 clusters Score -2999764 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2999821.000000 Penalty: 3211.852051
	Iteration 14Q: 3 clusters Score -2999821 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2999875.500000 Penalty: 3211.852051
	Iteration 15Q: 3 clusters Score -2999876 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2999904.750000 Penalty: 3211.852051
	Iteration 16Q: 3 clusters Score -2999905 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2999926.000000 Penalty: 3211.852051
	Iteration 17Q: 3 clusters Score -2999926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2999930.750000 Penalty: 3211.852051
	Iteration 18Q: 3 clusters Score -2999931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2999931.500000 Penalty: 3211.852051
	Iteration 19Q: 3 clusters Score -2999932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2999949.000000 Penalty: 3211.852051
	Iteration 20F: 3 clusters Score -2999949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2999953.750000 Penalty: 3211.852051
	Iteration 21Q: 3 clusters Score -2999954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2999964.000000 Penalty: 3211.852051
	Iteration 22Q: 3 clusters Score -2999964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2999971.750000 Penalty: 3211.852051
	Iteration 23Q: 3 clusters Score -2999972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2999974.750000 Penalty: 3211.852051
	Iteration 24Q: 3 clusters Score -2999975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2999979.000000 Penalty: 3211.852051
	Iteration 25Q: 3 clusters Score -2999979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2999978.750000 Penalty: 3211.852051
	Iteration 26Q: 3 clusters Score -2999979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2999981.750000 Penalty: 3211.852051
	Iteration 27Q: 3 clusters Score -2999982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2999981.750000 Penalty: 3211.852051
	Iteration 28F: 3 clusters Score -2999982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (9955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Entering Unmasked Estep 
Score: -1471949.625000 Penalty: 1495.947510
	Iteration 0F: 2 clusters Score -1471950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1464846.625000 Penalty: 2991.895020
	Iteration 0F: 3 clusters Score -1464847 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1467348.000000 Penalty: 2991.895020
	Iteration 1F: 3 clusters Score -1467348 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1467753.375000 Penalty: 2991.895020
	Iteration 2F: 3 clusters Score -1467753 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1468148.125000 Penalty: 2991.895020
	Iteration 3F: 3 clusters Score -1468148 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1468477.375000 Penalty: 2991.895020
	Iteration 4F: 3 clusters Score -1468477 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1468759.250000 Penalty: 2991.895020
	Iteration 5F: 3 clusters Score -1468759 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1469039.000000 Penalty: 2991.895020
	Iteration 6Q: 3 clusters Score -1469039 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1469309.500000 Penalty: 2991.895020
	Iteration 7Q: 3 clusters Score -1469310 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1469570.500000 Penalty: 2991.895020
	Iteration 8Q: 3 clusters Score -1469570 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1469824.250000 Penalty: 2991.895020
	Iteration 9Q: 3 clusters Score -1469824 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1470009.375000 Penalty: 2991.895020
	Iteration 10Q: 3 clusters Score -1470009 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1470129.250000 Penalty: 2991.895020
	Iteration 11Q: 3 clusters Score -1470129 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1470213.375000 Penalty: 2991.895020
	Iteration 12Q: 3 clusters Score -1470213 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1470266.500000 Penalty: 2991.895020
	Iteration 13Q: 3 clusters Score -1470266 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1470304.750000 Penalty: 2991.895020
	Iteration 14Q: 3 clusters Score -1470305 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1470344.750000 Penalty: 2991.895020
	Iteration 15Q: 3 clusters Score -1470345 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1470376.875000 Penalty: 2991.895020
	Iteration 16Q: 3 clusters Score -1470377 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1470407.750000 Penalty: 2991.895020
	Iteration 17Q: 3 clusters Score -1470408 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1470435.625000 Penalty: 2991.895020
	Iteration 18Q: 3 clusters Score -1470436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1470453.250000 Penalty: 2991.895020
	Iteration 19Q: 3 clusters Score -1470453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1470476.125000 Penalty: 2991.895020
	Iteration 20F: 3 clusters Score -1470476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1470489.000000 Penalty: 2991.895020
	Iteration 21Q: 3 clusters Score -1470489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1470503.250000 Penalty: 2991.895020
	Iteration 22Q: 3 clusters Score -1470503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1470516.000000 Penalty: 2991.895020
	Iteration 23Q: 3 clusters Score -1470516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1470524.000000 Penalty: 2991.895020
	Iteration 24Q: 3 clusters Score -1470524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1470528.750000 Penalty: 2991.895020
	Iteration 25Q: 3 clusters Score -1470529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1470531.000000 Penalty: 2991.895020
	Iteration 26Q: 3 clusters Score -1470531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1470533.375000 Penalty: 2991.895020
	Iteration 27Q: 3 clusters Score -1470533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1470534.750000 Penalty: 2991.895020
	Iteration 28Q: 3 clusters Score -1470535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1470538.875000 Penalty: 2991.895020
	Iteration 29Q: 3 clusters Score -1470539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1470538.250000 Penalty: 2991.895020
	Iteration 30Q: 3 clusters Score -1470538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1470539.500000 Penalty: 2991.895020
	Iteration 31Q: 3 clusters Score -1470540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1470545.125000 Penalty: 2991.895020
	Iteration 32Q: 3 clusters Score -1470545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1470551.500000 Penalty: 2991.895020
	Iteration 33Q: 3 clusters Score -1470552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1470559.875000 Penalty: 2991.895020
	Iteration 34Q: 3 clusters Score -1470560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1470565.625000 Penalty: 2991.895020
	Iteration 35Q: 3 clusters Score -1470566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1470567.750000 Penalty: 2991.895020
	Iteration 36Q: 3 clusters Score -1470568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1470569.375000 Penalty: 2991.895020
	Iteration 37Q: 3 clusters Score -1470569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1470570.250000 Penalty: 2991.895020
	Iteration 38Q: 3 clusters Score -1470570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1470570.250000 Penalty: 2991.895020
	Iteration 39F: 3 clusters Score -1470570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (7754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Entering Unmasked Estep 
Score: -1076467.000000 Penalty: 1455.344116
	Iteration 0F: 2 clusters Score -1076467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1070842.000000 Penalty: 2910.688232
	Iteration 0F: 3 clusters Score -1070842 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1072609.000000 Penalty: 2910.688232
	Iteration 1F: 3 clusters Score -1072609 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1072900.875000 Penalty: 2910.688232
	Iteration 2F: 3 clusters Score -1072901 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1073107.250000 Penalty: 2910.688232
	Iteration 3F: 3 clusters Score -1073107 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1073274.375000 Penalty: 2910.688232
	Iteration 4Q: 3 clusters Score -1073274 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1073428.625000 Penalty: 2910.688232
	Iteration 5Q: 3 clusters Score -1073429 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1073576.500000 Penalty: 2910.688232
	Iteration 6Q: 3 clusters Score -1073576 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1073720.500000 Penalty: 2910.688232
	Iteration 7Q: 3 clusters Score -1073720 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1073846.625000 Penalty: 2910.688232
	Iteration 8Q: 3 clusters Score -1073847 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1073970.375000 Penalty: 2910.688232
	Iteration 9Q: 3 clusters Score -1073970 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1074100.000000 Penalty: 2910.688232
	Iteration 10Q: 3 clusters Score -1074100 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1074215.000000 Penalty: 2910.688232
	Iteration 11Q: 3 clusters Score -1074215 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1074302.250000 Penalty: 2910.688232
	Iteration 12Q: 3 clusters Score -1074302 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1074359.000000 Penalty: 2910.688232
	Iteration 13Q: 3 clusters Score -1074359 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1074395.625000 Penalty: 2910.688232
	Iteration 14Q: 3 clusters Score -1074396 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1074425.375000 Penalty: 2910.688232
	Iteration 15Q: 3 clusters Score -1074425 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1074453.625000 Penalty: 2910.688232
	Iteration 16Q: 3 clusters Score -1074454 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1074477.625000 Penalty: 2910.688232
	Iteration 17Q: 3 clusters Score -1074478 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1074511.000000 Penalty: 2910.688232
	Iteration 18Q: 3 clusters Score -1074511 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1074538.375000 Penalty: 2910.688232
	Iteration 19Q: 3 clusters Score -1074538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1074564.250000 Penalty: 2910.688232
	Iteration 20F: 3 clusters Score -1074564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1074596.500000 Penalty: 2910.688232
	Iteration 21Q: 3 clusters Score -1074596 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1074636.250000 Penalty: 2910.688232
	Iteration 22Q: 3 clusters Score -1074636 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1074679.000000 Penalty: 2910.688232
	Iteration 23Q: 3 clusters Score -1074679 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1074744.500000 Penalty: 2910.688232
	Iteration 24Q: 3 clusters Score -1074744 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1074802.750000 Penalty: 2910.688232
	Iteration 25Q: 3 clusters Score -1074803 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1074840.500000 Penalty: 2910.688232
	Iteration 26Q: 3 clusters Score -1074840 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1074874.250000 Penalty: 2910.688232
	Iteration 27Q: 3 clusters Score -1074874 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1074903.875000 Penalty: 2910.688232
	Iteration 28Q: 3 clusters Score -1074904 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1074919.000000 Penalty: 2910.688232
	Iteration 29Q: 3 clusters Score -1074919 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1074936.625000 Penalty: 2910.688232
	Iteration 30Q: 3 clusters Score -1074937 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1074956.250000 Penalty: 2910.688232
	Iteration 31Q: 3 clusters Score -1074956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1074969.375000 Penalty: 2910.688232
	Iteration 32Q: 3 clusters Score -1074969 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1074982.750000 Penalty: 2910.688232
	Iteration 33Q: 3 clusters Score -1074983 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1074991.000000 Penalty: 2910.688232
	Iteration 34Q: 3 clusters Score -1074991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1074999.625000 Penalty: 2910.688232
	Iteration 35Q: 3 clusters Score -1075000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1075007.125000 Penalty: 2910.688232
	Iteration 36Q: 3 clusters Score -1075007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1075016.250000 Penalty: 2910.688232
	Iteration 37Q: 3 clusters Score -1075016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1075018.750000 Penalty: 2910.688232
	Iteration 38Q: 3 clusters Score -1075019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1075021.125000 Penalty: 2910.688232
	Iteration 39Q: 3 clusters Score -1075021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1075029.750000 Penalty: 2910.688232
	Iteration 40F: 3 clusters Score -1075030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1075034.000000 Penalty: 2910.688232
	Iteration 41Q: 3 clusters Score -1075034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1075037.500000 Penalty: 2910.688232
	Iteration 42Q: 3 clusters Score -1075038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1075039.250000 Penalty: 2910.688232
	Iteration 43Q: 3 clusters Score -1075039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1075042.625000 Penalty: 2910.688232
	Iteration 44Q: 3 clusters Score -1075043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1075045.125000 Penalty: 2910.688232
	Iteration 45Q: 3 clusters Score -1075045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1075048.750000 Penalty: 2910.688232
	Iteration 46Q: 3 clusters Score -1075049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1075049.875000 Penalty: 2910.688232
	Iteration 47Q: 3 clusters Score -1075050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1075054.125000 Penalty: 2910.688232
	Iteration 48Q: 3 clusters Score -1075054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1075056.500000 Penalty: 2910.688232
	Iteration 49Q: 3 clusters Score -1075056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1075058.625000 Penalty: 2910.688232
	Iteration 50Q: 3 clusters Score -1075059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1075062.250000 Penalty: 2910.688232
	Iteration 51Q: 3 clusters Score -1075062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1075060.375000 Penalty: 2910.688232
	Iteration 52Q: 3 clusters Score -1075060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1075061.500000 Penalty: 2910.688232
	Iteration 53Q: 3 clusters Score -1075062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1075063.000000 Penalty: 2910.688232
	Iteration 54Q: 3 clusters Score -1075063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1075062.875000 Penalty: 2910.688232
	Iteration 55Q: 3 clusters Score -1075063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1075064.375000 Penalty: 2910.688232
	Iteration 56Q: 3 clusters Score -1075064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1075063.375000 Penalty: 2910.688232
	Iteration 57Q: 3 clusters Score -1075063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1075063.500000 Penalty: 2910.688232
	Iteration 58Q: 3 clusters Score -1075064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1075066.250000 Penalty: 2910.688232
	Iteration 59Q: 3 clusters Score -1075066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1075066.375000 Penalty: 2910.688232
	Iteration 60F: 3 clusters Score -1075066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1075071.250000 Penalty: 2910.688232
	Iteration 61Q: 3 clusters Score -1075071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1075070.250000 Penalty: 2910.688232
	Iteration 62Q: 3 clusters Score -1075070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1075073.875000 Penalty: 2910.688232
	Iteration 63Q: 3 clusters Score -1075074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1075074.875000 Penalty: 2910.688232
	Iteration 64Q: 3 clusters Score -1075075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1075079.250000 Penalty: 2910.688232
	Iteration 65Q: 3 clusters Score -1075079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1075076.875000 Penalty: 2910.688232
	Iteration 66Q: 3 clusters Score -1075077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1075081.125000 Penalty: 2910.688232
	Iteration 67Q: 3 clusters Score -1075081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1075082.500000 Penalty: 2910.688232
	Iteration 68Q: 3 clusters Score -1075082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1075083.250000 Penalty: 2910.688232
	Iteration 69Q: 3 clusters Score -1075083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1075087.875000 Penalty: 2910.688232
	Iteration 70Q: 3 clusters Score -1075088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1075089.125000 Penalty: 2910.688232
	Iteration 71Q: 3 clusters Score -1075089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1075095.000000 Penalty: 2910.688232
	Iteration 72Q: 3 clusters Score -1075095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1075101.875000 Penalty: 2910.688232
	Iteration 73Q: 3 clusters Score -1075102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1075108.875000 Penalty: 2910.688232
	Iteration 74Q: 3 clusters Score -1075109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1075117.000000 Penalty: 2910.688232
	Iteration 75Q: 3 clusters Score -1075117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1075125.625000 Penalty: 2910.688232
	Iteration 76Q: 3 clusters Score -1075126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1075137.625000 Penalty: 2910.688232
	Iteration 77Q: 3 clusters Score -1075138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1075144.500000 Penalty: 2910.688232
	Iteration 78Q: 3 clusters Score -1075144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1075149.000000 Penalty: 2910.688232
	Iteration 79Q: 3 clusters Score -1075149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1075153.625000 Penalty: 2910.688232
	Iteration 80F: 3 clusters Score -1075154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1075157.875000 Penalty: 2910.688232
	Iteration 81Q: 3 clusters Score -1075158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1075163.000000 Penalty: 2910.688232
	Iteration 82Q: 3 clusters Score -1075163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1075169.500000 Penalty: 2910.688232
	Iteration 83Q: 3 clusters Score -1075170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1075175.500000 Penalty: 2910.688232
	Iteration 84Q: 3 clusters Score -1075176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1075179.125000 Penalty: 2910.688232
	Iteration 85Q: 3 clusters Score -1075179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1075181.750000 Penalty: 2910.688232
	Iteration 86Q: 3 clusters Score -1075182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1075187.500000 Penalty: 2910.688232
	Iteration 87Q: 3 clusters Score -1075188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1075195.500000 Penalty: 2910.688232
	Iteration 88Q: 3 clusters Score -1075196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1075200.500000 Penalty: 2910.688232
	Iteration 89Q: 3 clusters Score -1075200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1075206.250000 Penalty: 2910.688232
	Iteration 90Q: 3 clusters Score -1075206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1075214.750000 Penalty: 2910.688232
	Iteration 91Q: 3 clusters Score -1075215 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1075231.125000 Penalty: 2910.688232
	Iteration 92Q: 3 clusters Score -1075231 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1075242.250000 Penalty: 2910.688232
	Iteration 93Q: 3 clusters Score -1075242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1075258.000000 Penalty: 2910.688232
	Iteration 94Q: 3 clusters Score -1075258 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1075273.125000 Penalty: 2910.688232
	Iteration 95Q: 3 clusters Score -1075273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1075288.625000 Penalty: 2910.688232
	Iteration 96Q: 3 clusters Score -1075289 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1075302.500000 Penalty: 2910.688232
	Iteration 97Q: 3 clusters Score -1075302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1075321.875000 Penalty: 2910.688232
	Iteration 98Q: 3 clusters Score -1075322 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1075340.250000 Penalty: 2910.688232
	Iteration 99Q: 3 clusters Score -1075340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1075358.125000 Penalty: 2910.688232
	Iteration 100F: 3 clusters Score -1075358 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1075383.500000 Penalty: 2910.688232
	Iteration 101Q: 3 clusters Score -1075384 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1075410.750000 Penalty: 2910.688232
	Iteration 102Q: 3 clusters Score -1075411 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1075439.500000 Penalty: 2910.688232
	Iteration 103Q: 3 clusters Score -1075440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1075460.625000 Penalty: 2910.688232
	Iteration 104Q: 3 clusters Score -1075461 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1075479.875000 Penalty: 2910.688232
	Iteration 105Q: 3 clusters Score -1075480 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1075501.625000 Penalty: 2910.688232
	Iteration 106Q: 3 clusters Score -1075502 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1075519.625000 Penalty: 2910.688232
	Iteration 107Q: 3 clusters Score -1075520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1075534.125000 Penalty: 2910.688232
	Iteration 108Q: 3 clusters Score -1075534 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1075544.625000 Penalty: 2910.688232
	Iteration 109Q: 3 clusters Score -1075545 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1075557.000000 Penalty: 2910.688232
	Iteration 110Q: 3 clusters Score -1075557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1075570.250000 Penalty: 2910.688232
	Iteration 111Q: 3 clusters Score -1075570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1075580.125000 Penalty: 2910.688232
	Iteration 112Q: 3 clusters Score -1075580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1075597.375000 Penalty: 2910.688232
	Iteration 113Q: 3 clusters Score -1075597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1075606.375000 Penalty: 2910.688232
	Iteration 114Q: 3 clusters Score -1075606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1075613.625000 Penalty: 2910.688232
	Iteration 115Q: 3 clusters Score -1075614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1075621.500000 Penalty: 2910.688232
	Iteration 116Q: 3 clusters Score -1075622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1075629.250000 Penalty: 2910.688232
	Iteration 117Q: 3 clusters Score -1075629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1075637.375000 Penalty: 2910.688232
	Iteration 118Q: 3 clusters Score -1075637 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1075647.500000 Penalty: 2910.688232
	Iteration 119Q: 3 clusters Score -1075648 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1075656.250000 Penalty: 2910.688232
	Iteration 120F: 3 clusters Score -1075656 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1075664.625000 Penalty: 2910.688232
	Iteration 121Q: 3 clusters Score -1075665 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1075681.750000 Penalty: 2910.688232
	Iteration 122Q: 3 clusters Score -1075682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1075692.500000 Penalty: 2910.688232
	Iteration 123Q: 3 clusters Score -1075692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1075707.750000 Penalty: 2910.688232
	Iteration 124Q: 3 clusters Score -1075708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1075713.875000 Penalty: 2910.688232
	Iteration 125Q: 3 clusters Score -1075714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1075719.875000 Penalty: 2910.688232
	Iteration 126Q: 3 clusters Score -1075720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1075728.500000 Penalty: 2910.688232
	Iteration 127Q: 3 clusters Score -1075728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1075734.500000 Penalty: 2910.688232
	Iteration 128Q: 3 clusters Score -1075734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1075738.375000 Penalty: 2910.688232
	Iteration 129Q: 3 clusters Score -1075738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1075743.000000 Penalty: 2910.688232
	Iteration 130Q: 3 clusters Score -1075743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1075742.375000 Penalty: 2910.688232
	Iteration 131Q: 3 clusters Score -1075742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1075742.875000 Penalty: 2910.688232
	Iteration 132Q: 3 clusters Score -1075743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1075745.750000 Penalty: 2910.688232
	Iteration 133Q: 3 clusters Score -1075746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1075746.375000 Penalty: 2910.688232
	Iteration 134Q: 3 clusters Score -1075746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1075746.750000 Penalty: 2910.688232
	Iteration 135Q: 3 clusters Score -1075747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1075746.625000 Penalty: 2910.688232
	Iteration 136Q: 3 clusters Score -1075747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1075746.625000 Penalty: 2910.688232
	Iteration 137F: 3 clusters Score -1075747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -209666.484375 Penalty: 1201.205200
	Iteration 0F: 2 clusters Score -209666.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -207817.062500 Penalty: 2402.410400
	Iteration 0F: 3 clusters Score -207817.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -208214.390625 Penalty: 2402.410400
	Iteration 1F: 3 clusters Score -208214.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -208330.140625 Penalty: 2402.410400
	Iteration 2F: 3 clusters Score -208330.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -208412.015625 Penalty: 2402.410400
	Iteration 3F: 3 clusters Score -208412 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -208497.703125 Penalty: 2402.410400
	Iteration 4Q: 3 clusters Score -208497.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -208562.296875 Penalty: 2402.410400
	Iteration 5Q: 3 clusters Score -208562.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -208619.453125 Penalty: 2402.410400
	Iteration 6Q: 3 clusters Score -208619.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -208682.171875 Penalty: 2402.410400
	Iteration 7Q: 3 clusters Score -208682.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -208742.406250 Penalty: 2402.410400
	Iteration 8Q: 3 clusters Score -208742.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -208830.203125 Penalty: 2402.410400
	Iteration 9Q: 3 clusters Score -208830.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -208895.562500 Penalty: 2402.410400
	Iteration 10Q: 3 clusters Score -208895.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -208954.125000 Penalty: 2402.410400
	Iteration 11Q: 3 clusters Score -208954.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -208997.562500 Penalty: 2402.410400
	Iteration 12Q: 3 clusters Score -208997.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -209023.875000 Penalty: 2402.410400
	Iteration 13Q: 3 clusters Score -209023.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -209044.734375 Penalty: 2402.410400
	Iteration 14Q: 3 clusters Score -209044.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -209051.484375 Penalty: 2402.410400
	Iteration 15Q: 3 clusters Score -209051.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -209060.796875 Penalty: 2402.410400
	Iteration 16Q: 3 clusters Score -209060.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -209065.578125 Penalty: 2402.410400
	Iteration 17Q: 3 clusters Score -209065.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -209068.687500 Penalty: 2402.410400
	Iteration 18Q: 3 clusters Score -209068.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -209070.171875 Penalty: 2402.410400
	Iteration 19Q: 3 clusters Score -209070.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -209070.515625 Penalty: 2402.410400
	Iteration 20F: 3 clusters Score -209070.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -209070.906250 Penalty: 2402.410400
	Iteration 21Q: 3 clusters Score -209070.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -209070.906250 Penalty: 2402.410400
	Iteration 22F: 3 clusters Score -209070.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -96458.562500 Penalty: 1094.949829
	Iteration 0F: 2 clusters Score -96458.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -95186.445312 Penalty: 2189.899658
	Iteration 0F: 3 clusters Score -95186.45 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95455.695312 Penalty: 2189.899658
	Iteration 1F: 3 clusters Score -95455.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95559.851562 Penalty: 2189.899658
	Iteration 2F: 3 clusters Score -95559.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95612.820312 Penalty: 2189.899658
	Iteration 3Q: 3 clusters Score -95612.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -95646.781250 Penalty: 2189.899658
	Iteration 4Q: 3 clusters Score -95646.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -95687.171875 Penalty: 2189.899658
	Iteration 5Q: 3 clusters Score -95687.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95719.812500 Penalty: 2189.899658
	Iteration 6Q: 3 clusters Score -95719.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -95743.437500 Penalty: 2189.899658
	Iteration 7Q: 3 clusters Score -95743.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -95777.914062 Penalty: 2189.899658
	Iteration 8Q: 3 clusters Score -95777.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95811.039062 Penalty: 2189.899658
	Iteration 9Q: 3 clusters Score -95811.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95856.835938 Penalty: 2189.899658
	Iteration 10Q: 3 clusters Score -95856.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -95907.734375 Penalty: 2189.899658
	Iteration 11Q: 3 clusters Score -95907.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -95954.312500 Penalty: 2189.899658
	Iteration 12Q: 3 clusters Score -95954.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -95982.156250 Penalty: 2189.899658
	Iteration 13Q: 3 clusters Score -95982.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -96023.554688 Penalty: 2189.899658
	Iteration 14Q: 3 clusters Score -96023.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -96049.835938 Penalty: 2189.899658
	Iteration 15Q: 3 clusters Score -96049.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -96072.703125 Penalty: 2189.899658
	Iteration 16Q: 3 clusters Score -96072.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -96105.875000 Penalty: 2189.899658
	Iteration 17Q: 3 clusters Score -96105.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -96124.554688 Penalty: 2189.899658
	Iteration 18Q: 3 clusters Score -96124.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -96133.734375 Penalty: 2189.899658
	Iteration 19Q: 3 clusters Score -96133.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -96140.195312 Penalty: 2189.899658
	Iteration 20F: 3 clusters Score -96140.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -96151.953125 Penalty: 2189.899658
	Iteration 21Q: 3 clusters Score -96151.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -96156.562500 Penalty: 2189.899658
	Iteration 22Q: 3 clusters Score -96156.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -96161.851562 Penalty: 2189.899658
	Iteration 23Q: 3 clusters Score -96161.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -96164.109375 Penalty: 2189.899658
	Iteration 24Q: 3 clusters Score -96164.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -96167.437500 Penalty: 2189.899658
	Iteration 25Q: 3 clusters Score -96167.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -96167.437500 Penalty: 2189.899658
	Iteration 26F: 3 clusters Score -96167.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Entering Unmasked Estep 
Score: -156734.390625 Penalty: 1161.478394
	Iteration 0F: 2 clusters Score -156734.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -155167.140625 Penalty: 2322.956787
	Iteration 0F: 3 clusters Score -155167.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -155475.734375 Penalty: 2322.956787
	Iteration 1F: 3 clusters Score -155475.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -155542.968750 Penalty: 2322.956787
	Iteration 2F: 3 clusters Score -155543 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -155579.406250 Penalty: 2322.956787
	Iteration 3Q: 3 clusters Score -155579.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -155608.828125 Penalty: 2322.956787
	Iteration 4Q: 3 clusters Score -155608.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -155637.046875 Penalty: 2322.956787
	Iteration 5Q: 3 clusters Score -155637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -155661.859375 Penalty: 2322.956787
	Iteration 6Q: 3 clusters Score -155661.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -155677.015625 Penalty: 2322.956787
	Iteration 7Q: 3 clusters Score -155677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -155683.390625 Penalty: 2322.956787
	Iteration 8Q: 3 clusters Score -155683.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -155687.609375 Penalty: 2322.956787
	Iteration 9Q: 3 clusters Score -155687.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -155693.015625 Penalty: 2322.956787
	Iteration 10Q: 3 clusters Score -155693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -155698.796875 Penalty: 2322.956787
	Iteration 11Q: 3 clusters Score -155698.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -155705.453125 Penalty: 2322.956787
	Iteration 12Q: 3 clusters Score -155705.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -155709.031250 Penalty: 2322.956787
	Iteration 13Q: 3 clusters Score -155709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -155712.656250 Penalty: 2322.956787
	Iteration 14Q: 3 clusters Score -155712.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -155714.859375 Penalty: 2322.956787
	Iteration 15Q: 3 clusters Score -155714.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -155723.046875 Penalty: 2322.956787
	Iteration 16Q: 3 clusters Score -155723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -155726.390625 Penalty: 2322.956787
	Iteration 17Q: 3 clusters Score -155726.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -155729.687500 Penalty: 2322.956787
	Iteration 18Q: 3 clusters Score -155729.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -155731.921875 Penalty: 2322.956787
	Iteration 19Q: 3 clusters Score -155731.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -155732.859375 Penalty: 2322.956787
	Iteration 20F: 3 clusters Score -155732.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -155733.359375 Penalty: 2322.956787
	Iteration 21Q: 3 clusters Score -155733.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -155733.765625 Penalty: 2322.956787
	Iteration 22Q: 3 clusters Score -155733.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -155733.765625 Penalty: 2322.956787
	Iteration 23F: 3 clusters Score -155733.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Entering Unmasked Estep 
Score: -497389.750000 Penalty: 1321.564819
	Iteration 0F: 2 clusters Score -497389.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -494445.125000 Penalty: 2643.129639
	Iteration 0F: 3 clusters Score -494445.1 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -495195.187500 Penalty: 2643.129639
	Iteration 1F: 3 clusters Score -495195.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -495332.718750 Penalty: 2643.129639
	Iteration 2F: 3 clusters Score -495332.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -495429.437500 Penalty: 2643.129639
	Iteration 3Q: 3 clusters Score -495429.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -495516.250000 Penalty: 2643.129639
	Iteration 4Q: 3 clusters Score -495516.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -495576.500000 Penalty: 2643.129639
	Iteration 5Q: 3 clusters Score -495576.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -495619.250000 Penalty: 2643.129639
	Iteration 6Q: 3 clusters Score -495619.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -495650.750000 Penalty: 2643.129639
	Iteration 7Q: 3 clusters Score -495650.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -495675.656250 Penalty: 2643.129639
	Iteration 8Q: 3 clusters Score -495675.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -495696.375000 Penalty: 2643.129639
	Iteration 9Q: 3 clusters Score -495696.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -495718.843750 Penalty: 2643.129639
	Iteration 10Q: 3 clusters Score -495718.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -495740.468750 Penalty: 2643.129639
	Iteration 11Q: 3 clusters Score -495740.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -495754.406250 Penalty: 2643.129639
	Iteration 12Q: 3 clusters Score -495754.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -495767.500000 Penalty: 2643.129639
	Iteration 13Q: 3 clusters Score -495767.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -495781.656250 Penalty: 2643.129639
	Iteration 14Q: 3 clusters Score -495781.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -495800.000000 Penalty: 2643.129639
	Iteration 15Q: 3 clusters Score -495800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -495816.937500 Penalty: 2643.129639
	Iteration 16Q: 3 clusters Score -495816.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -495836.437500 Penalty: 2643.129639
	Iteration 17Q: 3 clusters Score -495836.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -495848.937500 Penalty: 2643.129639
	Iteration 18Q: 3 clusters Score -495848.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -495865.875000 Penalty: 2643.129639
	Iteration 19Q: 3 clusters Score -495865.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -495884.187500 Penalty: 2643.129639
	Iteration 20F: 3 clusters Score -495884.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -495906.312500 Penalty: 2643.129639
	Iteration 21Q: 3 clusters Score -495906.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -495922.218750 Penalty: 2643.129639
	Iteration 22Q: 3 clusters Score -495922.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -495938.062500 Penalty: 2643.129639
	Iteration 23Q: 3 clusters Score -495938.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -495954.562500 Penalty: 2643.129639
	Iteration 24Q: 3 clusters Score -495954.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -495969.312500 Penalty: 2643.129639
	Iteration 25Q: 3 clusters Score -495969.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -495982.062500 Penalty: 2643.129639
	Iteration 26Q: 3 clusters Score -495982.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -495997.718750 Penalty: 2643.129639
	Iteration 27Q: 3 clusters Score -495997.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -496011.750000 Penalty: 2643.129639
	Iteration 28Q: 3 clusters Score -496011.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -496026.093750 Penalty: 2643.129639
	Iteration 29Q: 3 clusters Score -496026.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -496037.656250 Penalty: 2643.129639
	Iteration 30Q: 3 clusters Score -496037.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -496051.781250 Penalty: 2643.129639
	Iteration 31Q: 3 clusters Score -496051.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -496059.468750 Penalty: 2643.129639
	Iteration 32Q: 3 clusters Score -496059.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -496077.437500 Penalty: 2643.129639
	Iteration 33Q: 3 clusters Score -496077.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -496102.718750 Penalty: 2643.129639
	Iteration 34Q: 3 clusters Score -496102.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -496131.062500 Penalty: 2643.129639
	Iteration 35Q: 3 clusters Score -496131.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -496162.343750 Penalty: 2643.129639
	Iteration 36Q: 3 clusters Score -496162.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -496195.906250 Penalty: 2643.129639
	Iteration 37Q: 3 clusters Score -496195.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -496236.875000 Penalty: 2643.129639
	Iteration 38Q: 3 clusters Score -496236.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -496286.375000 Penalty: 2643.129639
	Iteration 39Q: 3 clusters Score -496286.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -496344.187500 Penalty: 2643.129639
	Iteration 40F: 3 clusters Score -496344.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -496376.343750 Penalty: 2643.129639
	Iteration 41Q: 3 clusters Score -496376.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -496396.968750 Penalty: 2643.129639
	Iteration 42Q: 3 clusters Score -496397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -496415.656250 Penalty: 2643.129639
	Iteration 43Q: 3 clusters Score -496415.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -496435.843750 Penalty: 2643.129639
	Iteration 44Q: 3 clusters Score -496435.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -496448.312500 Penalty: 2643.129639
	Iteration 45Q: 3 clusters Score -496448.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -496461.093750 Penalty: 2643.129639
	Iteration 46Q: 3 clusters Score -496461.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -496469.250000 Penalty: 2643.129639
	Iteration 47Q: 3 clusters Score -496469.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -496474.437500 Penalty: 2643.129639
	Iteration 48Q: 3 clusters Score -496474.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -496479.187500 Penalty: 2643.129639
	Iteration 49Q: 3 clusters Score -496479.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -496481.906250 Penalty: 2643.129639
	Iteration 50Q: 3 clusters Score -496481.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -496485.062500 Penalty: 2643.129639
	Iteration 51Q: 3 clusters Score -496485.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -496486.718750 Penalty: 2643.129639
	Iteration 52Q: 3 clusters Score -496486.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -496487.937500 Penalty: 2643.129639
	Iteration 53Q: 3 clusters Score -496487.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -496488.906250 Penalty: 2643.129639
	Iteration 54Q: 3 clusters Score -496488.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -496492.000000 Penalty: 2643.129639
	Iteration 55Q: 3 clusters Score -496492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -496492.968750 Penalty: 2643.129639
	Iteration 56Q: 3 clusters Score -496493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -496492.968750 Penalty: 2643.129639
	Iteration 57F: 3 clusters Score -496493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -76446.750000 Penalty: 1034.830322
	Iteration 0F: 2 clusters Score -76446.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -75341.937500 Penalty: 2069.660645
	Iteration 0F: 3 clusters Score -75341.94 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -75668.070312 Penalty: 2069.660645
	Iteration 1F: 3 clusters Score -75668.07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -75786.320312 Penalty: 2069.660645
	Iteration 2F: 3 clusters Score -75786.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -75857.843750 Penalty: 2069.660645
	Iteration 3F: 3 clusters Score -75857.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75904.242188 Penalty: 2069.660645
	Iteration 4Q: 3 clusters Score -75904.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -75935.929688 Penalty: 2069.660645
	Iteration 5Q: 3 clusters Score -75935.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75955.593750 Penalty: 2069.660645
	Iteration 6Q: 3 clusters Score -75955.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75962.796875 Penalty: 2069.660645
	Iteration 7Q: 3 clusters Score -75962.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -75970.351562 Penalty: 2069.660645
	Iteration 8Q: 3 clusters Score -75970.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -75990.273438 Penalty: 2069.660645
	Iteration 9Q: 3 clusters Score -75990.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -76015.242188 Penalty: 2069.660645
	Iteration 10Q: 3 clusters Score -76015.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -76043.695312 Penalty: 2069.660645
	Iteration 11Q: 3 clusters Score -76043.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -76055.390625 Penalty: 2069.660645
	Iteration 12Q: 3 clusters Score -76055.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -76060.531250 Penalty: 2069.660645
	Iteration 13Q: 3 clusters Score -76060.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -76064.437500 Penalty: 2069.660645
	Iteration 14Q: 3 clusters Score -76064.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -76073.718750 Penalty: 2069.660645
	Iteration 15Q: 3 clusters Score -76073.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -76073.718750 Penalty: 2069.660645
	Iteration 16F: 3 clusters Score -76073.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -202761.312500 Penalty: 1185.115356
	Iteration 0F: 2 clusters Score -202761.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -201010.515625 Penalty: 2370.230713
	Iteration 0F: 3 clusters Score -201010.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -201393.234375 Penalty: 2370.230713
	Iteration 1F: 3 clusters Score -201393.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -201547.562500 Penalty: 2370.230713
	Iteration 2F: 3 clusters Score -201547.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -201647.296875 Penalty: 2370.230713
	Iteration 3F: 3 clusters Score -201647.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -201733.906250 Penalty: 2370.230713
	Iteration 4F: 3 clusters Score -201733.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -201800.359375 Penalty: 2370.230713
	Iteration 5Q: 3 clusters Score -201800.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -201853.437500 Penalty: 2370.230713
	Iteration 6Q: 3 clusters Score -201853.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -201900.000000 Penalty: 2370.230713
	Iteration 7Q: 3 clusters Score -201900 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -201955.640625 Penalty: 2370.230713
	Iteration 8Q: 3 clusters Score -201955.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -201999.765625 Penalty: 2370.230713
	Iteration 9Q: 3 clusters Score -201999.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -202036.078125 Penalty: 2370.230713
	Iteration 10Q: 3 clusters Score -202036.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -202053.359375 Penalty: 2370.230713
	Iteration 11Q: 3 clusters Score -202053.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -202068.750000 Penalty: 2370.230713
	Iteration 12Q: 3 clusters Score -202068.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -202077.093750 Penalty: 2370.230713
	Iteration 13Q: 3 clusters Score -202077.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -202088.125000 Penalty: 2370.230713
	Iteration 14Q: 3 clusters Score -202088.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -202094.312500 Penalty: 2370.230713
	Iteration 15Q: 3 clusters Score -202094.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -202097.531250 Penalty: 2370.230713
	Iteration 16Q: 3 clusters Score -202097.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -202100.203125 Penalty: 2370.230713
	Iteration 17Q: 3 clusters Score -202100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -202103.687500 Penalty: 2370.230713
	Iteration 18Q: 3 clusters Score -202103.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -202105.828125 Penalty: 2370.230713
	Iteration 19Q: 3 clusters Score -202105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -202106.328125 Penalty: 2370.230713
	Iteration 20F: 3 clusters Score -202106.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -202108.359375 Penalty: 2370.230713
	Iteration 21Q: 3 clusters Score -202108.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -202109.546875 Penalty: 2370.230713
	Iteration 22Q: 3 clusters Score -202109.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -202109.828125 Penalty: 2370.230713
	Iteration 23Q: 3 clusters Score -202109.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -202109.828125 Penalty: 2370.230713
	Iteration 24F: 3 clusters Score -202109.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (18683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Entering Unmasked Estep 
Score: -2839797.250000 Penalty: 1598.247437
	Iteration 0F: 2 clusters Score -2839797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2827424.250000 Penalty: 3196.494873
	Iteration 0F: 3 clusters Score -2827424 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2832128.250000 Penalty: 3196.494873
	Iteration 1F: 3 clusters Score -2832128 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2832679.250000 Penalty: 3196.494873
	Iteration 2F: 3 clusters Score -2832679 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2833257.750000 Penalty: 3196.494873
	Iteration 3F: 3 clusters Score -2833258 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2833917.750000 Penalty: 3196.494873
	Iteration 4F: 3 clusters Score -2833918 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2834615.500000 Penalty: 3196.494873
	Iteration 5F: 3 clusters Score -2834616 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2835361.000000 Penalty: 3196.494873
	Iteration 6F: 3 clusters Score -2835361 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2836052.750000 Penalty: 3196.494873
	Iteration 7F: 3 clusters Score -2836053 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2836652.750000 Penalty: 3196.494873
	Iteration 8Q: 3 clusters Score -2836653 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2837098.750000 Penalty: 3196.494873
	Iteration 9Q: 3 clusters Score -2837099 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2837463.000000 Penalty: 3196.494873
	Iteration 10Q: 3 clusters Score -2837463 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2837737.500000 Penalty: 3196.494873
	Iteration 11Q: 3 clusters Score -2837738 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2837882.750000 Penalty: 3196.494873
	Iteration 12Q: 3 clusters Score -2837883 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2838013.500000 Penalty: 3196.494873
	Iteration 13Q: 3 clusters Score -2838014 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2838077.500000 Penalty: 3196.494873
	Iteration 14Q: 3 clusters Score -2838078 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2838126.000000 Penalty: 3196.494873
	Iteration 15Q: 3 clusters Score -2838126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2838166.500000 Penalty: 3196.494873
	Iteration 16Q: 3 clusters Score -2838166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2838192.750000 Penalty: 3196.494873
	Iteration 17Q: 3 clusters Score -2838193 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2838225.250000 Penalty: 3196.494873
	Iteration 18Q: 3 clusters Score -2838225 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2838254.250000 Penalty: 3196.494873
	Iteration 19Q: 3 clusters Score -2838254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2838269.750000 Penalty: 3196.494873
	Iteration 20F: 3 clusters Score -2838270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2838290.250000 Penalty: 3196.494873
	Iteration 21Q: 3 clusters Score -2838290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2838304.000000 Penalty: 3196.494873
	Iteration 22Q: 3 clusters Score -2838304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2838306.500000 Penalty: 3196.494873
	Iteration 23Q: 3 clusters Score -2838306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2838315.500000 Penalty: 3196.494873
	Iteration 24Q: 3 clusters Score -2838316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2838317.000000 Penalty: 3196.494873
	Iteration 25Q: 3 clusters Score -2838317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2838323.500000 Penalty: 3196.494873
	Iteration 26Q: 3 clusters Score -2838324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2838325.500000 Penalty: 3196.494873
	Iteration 27Q: 3 clusters Score -2838326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2838329.000000 Penalty: 3196.494873
	Iteration 28Q: 3 clusters Score -2838329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2838331.250000 Penalty: 3196.494873
	Iteration 29Q: 3 clusters Score -2838331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2838332.500000 Penalty: 3196.494873
	Iteration 30Q: 3 clusters Score -2838332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2838335.250000 Penalty: 3196.494873
	Iteration 31Q: 3 clusters Score -2838335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2838336.250000 Penalty: 3196.494873
	Iteration 32Q: 3 clusters Score -2838336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2838336.250000 Penalty: 3196.494873
	Iteration 33Q: 3 clusters Score -2838336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2838336.250000 Penalty: 3196.494873
	Iteration 34F: 3 clusters Score -2838336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (15457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Entering Unmasked Estep 
Score: -2351587.750000 Penalty: 1567.445190
	Iteration 0F: 2 clusters Score -2351588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2341192.250000 Penalty: 3134.890381
	Iteration 0F: 3 clusters Score -2341192 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2345030.250000 Penalty: 3134.890381
	Iteration 1F: 3 clusters Score -2345030 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2345433.750000 Penalty: 3134.890381
	Iteration 2F: 3 clusters Score -2345434 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2345770.750000 Penalty: 3134.890381
	Iteration 3F: 3 clusters Score -2345771 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2346139.250000 Penalty: 3134.890381
	Iteration 4F: 3 clusters Score -2346139 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2346524.750000 Penalty: 3134.890381
	Iteration 5F: 3 clusters Score -2346525 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2346978.250000 Penalty: 3134.890381
	Iteration 6F: 3 clusters Score -2346978 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2347500.250000 Penalty: 3134.890381
	Iteration 7F: 3 clusters Score -2347500 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2348060.250000 Penalty: 3134.890381
	Iteration 8F: 3 clusters Score -2348060 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2348606.250000 Penalty: 3134.890381
	Iteration 9F: 3 clusters Score -2348606 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2349110.500000 Penalty: 3134.890381
	Iteration 10Q: 3 clusters Score -2349110 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2349507.000000 Penalty: 3134.890381
	Iteration 11Q: 3 clusters Score -2349507 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2349802.000000 Penalty: 3134.890381
	Iteration 12Q: 3 clusters Score -2349802 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2349972.000000 Penalty: 3134.890381
	Iteration 13Q: 3 clusters Score -2349972 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2350072.500000 Penalty: 3134.890381
	Iteration 14Q: 3 clusters Score -2350072 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2350156.000000 Penalty: 3134.890381
	Iteration 15Q: 3 clusters Score -2350156 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2350206.000000 Penalty: 3134.890381
	Iteration 16Q: 3 clusters Score -2350206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2350213.500000 Penalty: 3134.890381
	Iteration 17Q: 3 clusters Score -2350214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2350226.500000 Penalty: 3134.890381
	Iteration 18Q: 3 clusters Score -2350226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2350237.000000 Penalty: 3134.890381
	Iteration 19Q: 3 clusters Score -2350237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2350248.750000 Penalty: 3134.890381
	Iteration 20F: 3 clusters Score -2350249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2350260.000000 Penalty: 3134.890381
	Iteration 21Q: 3 clusters Score -2350260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2350264.500000 Penalty: 3134.890381
	Iteration 22Q: 3 clusters Score -2350264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2350269.000000 Penalty: 3134.890381
	Iteration 23Q: 3 clusters Score -2350269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2350271.750000 Penalty: 3134.890381
	Iteration 24Q: 3 clusters Score -2350272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2350273.750000 Penalty: 3134.890381
	Iteration 25Q: 3 clusters Score -2350274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2350275.750000 Penalty: 3134.890381
	Iteration 26Q: 3 clusters Score -2350276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2350277.000000 Penalty: 3134.890381
	Iteration 27Q: 3 clusters Score -2350277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2350277.250000 Penalty: 3134.890381
	Iteration 28Q: 3 clusters Score -2350277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2350279.750000 Penalty: 3134.890381
	Iteration 29Q: 3 clusters Score -2350280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2350279.750000 Penalty: 3134.890381
	Iteration 30F: 3 clusters Score -2350280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (8760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Entering Unmasked Estep 
Score: -1263494.000000 Penalty: 1475.167114
	Iteration 0F: 2 clusters Score -1263494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1257162.125000 Penalty: 2950.334229
	Iteration 0F: 3 clusters Score -1257162 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1259129.625000 Penalty: 2950.334229
	Iteration 1F: 3 clusters Score -1259130 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1259358.000000 Penalty: 2950.334229
	Iteration 2F: 3 clusters Score -1259358 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1259557.500000 Penalty: 2950.334229
	Iteration 3F: 3 clusters Score -1259558 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1259688.250000 Penalty: 2950.334229
	Iteration 4Q: 3 clusters Score -1259688 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1259801.250000 Penalty: 2950.334229
	Iteration 5Q: 3 clusters Score -1259801 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1259903.250000 Penalty: 2950.334229
	Iteration 6Q: 3 clusters Score -1259903 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1260016.000000 Penalty: 2950.334229
	Iteration 7Q: 3 clusters Score -1260016 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1260117.125000 Penalty: 2950.334229
	Iteration 8Q: 3 clusters Score -1260117 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1260218.750000 Penalty: 2950.334229
	Iteration 9Q: 3 clusters Score -1260219 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1260341.500000 Penalty: 2950.334229
	Iteration 10Q: 3 clusters Score -1260342 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1260505.875000 Penalty: 2950.334229
	Iteration 11Q: 3 clusters Score -1260506 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1260694.250000 Penalty: 2950.334229
	Iteration 12Q: 3 clusters Score -1260694 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1260911.500000 Penalty: 2950.334229
	Iteration 13Q: 3 clusters Score -1260912 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1261172.250000 Penalty: 2950.334229
	Iteration 14Q: 3 clusters Score -1261172 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1261413.000000 Penalty: 2950.334229
	Iteration 15Q: 3 clusters Score -1261413 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1261583.500000 Penalty: 2950.334229
	Iteration 16Q: 3 clusters Score -1261584 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1261699.625000 Penalty: 2950.334229
	Iteration 17Q: 3 clusters Score -1261700 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1261782.000000 Penalty: 2950.334229
	Iteration 18Q: 3 clusters Score -1261782 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1261858.500000 Penalty: 2950.334229
	Iteration 19Q: 3 clusters Score -1261858 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1261961.250000 Penalty: 2950.334229
	Iteration 20F: 3 clusters Score -1261961 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1262043.250000 Penalty: 2950.334229
	Iteration 21Q: 3 clusters Score -1262043 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1262110.000000 Penalty: 2950.334229
	Iteration 22Q: 3 clusters Score -1262110 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1262202.125000 Penalty: 2950.334229
	Iteration 23Q: 3 clusters Score -1262202 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1262284.500000 Penalty: 2950.334229
	Iteration 24Q: 3 clusters Score -1262284 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1262356.500000 Penalty: 2950.334229
	Iteration 25Q: 3 clusters Score -1262356 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1262414.500000 Penalty: 2950.334229
	Iteration 26Q: 3 clusters Score -1262414 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1262470.250000 Penalty: 2950.334229
	Iteration 27Q: 3 clusters Score -1262470 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1262512.750000 Penalty: 2950.334229
	Iteration 28Q: 3 clusters Score -1262513 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1262549.250000 Penalty: 2950.334229
	Iteration 29Q: 3 clusters Score -1262549 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1262578.250000 Penalty: 2950.334229
	Iteration 30Q: 3 clusters Score -1262578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1262603.750000 Penalty: 2950.334229
	Iteration 31Q: 3 clusters Score -1262604 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1262630.375000 Penalty: 2950.334229
	Iteration 32Q: 3 clusters Score -1262630 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1262648.500000 Penalty: 2950.334229
	Iteration 33Q: 3 clusters Score -1262648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1262659.000000 Penalty: 2950.334229
	Iteration 34Q: 3 clusters Score -1262659 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1262670.625000 Penalty: 2950.334229
	Iteration 35Q: 3 clusters Score -1262671 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1262683.125000 Penalty: 2950.334229
	Iteration 36Q: 3 clusters Score -1262683 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1262688.750000 Penalty: 2950.334229
	Iteration 37Q: 3 clusters Score -1262689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1262694.250000 Penalty: 2950.334229
	Iteration 38Q: 3 clusters Score -1262694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1262701.250000 Penalty: 2950.334229
	Iteration 39Q: 3 clusters Score -1262701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1262701.375000 Penalty: 2950.334229
	Iteration 40F: 3 clusters Score -1262701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1262700.750000 Penalty: 2950.334229
	Iteration 41Q: 3 clusters Score -1262701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1262700.250000 Penalty: 2950.334229
	Iteration 42Q: 3 clusters Score -1262700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1262700.250000 Penalty: 2950.334229
	Iteration 43Q: 3 clusters Score -1262700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1262704.500000 Penalty: 2950.334229
	Iteration 44Q: 3 clusters Score -1262704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1262705.250000 Penalty: 2950.334229
	Iteration 45Q: 3 clusters Score -1262705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1262706.250000 Penalty: 2950.334229
	Iteration 46Q: 3 clusters Score -1262706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1262704.625000 Penalty: 2950.334229
	Iteration 47Q: 3 clusters Score -1262705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1262704.625000 Penalty: 2950.334229
	Iteration 48F: 3 clusters Score -1262705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -177043.781250 Penalty: 1172.595947
	Iteration 0F: 2 clusters Score -177043.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -175375.921875 Penalty: 2345.191895
	Iteration 0F: 3 clusters Score -175375.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -175758.609375 Penalty: 2345.191895
	Iteration 1F: 3 clusters Score -175758.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -175959.234375 Penalty: 2345.191895
	Iteration 2F: 3 clusters Score -175959.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -176138.390625 Penalty: 2345.191895
	Iteration 3F: 3 clusters Score -176138.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -176248.640625 Penalty: 2345.191895
	Iteration 4F: 3 clusters Score -176248.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -176338.562500 Penalty: 2345.191895
	Iteration 5Q: 3 clusters Score -176338.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -176408.937500 Penalty: 2345.191895
	Iteration 6Q: 3 clusters Score -176408.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -176457.156250 Penalty: 2345.191895
	Iteration 7Q: 3 clusters Score -176457.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -176483.218750 Penalty: 2345.191895
	Iteration 8Q: 3 clusters Score -176483.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -176497.875000 Penalty: 2345.191895
	Iteration 9Q: 3 clusters Score -176497.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -176515.109375 Penalty: 2345.191895
	Iteration 10Q: 3 clusters Score -176515.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -176527.062500 Penalty: 2345.191895
	Iteration 11Q: 3 clusters Score -176527.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -176541.218750 Penalty: 2345.191895
	Iteration 12Q: 3 clusters Score -176541.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -176554.093750 Penalty: 2345.191895
	Iteration 13Q: 3 clusters Score -176554.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -176569.484375 Penalty: 2345.191895
	Iteration 14Q: 3 clusters Score -176569.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -176582.968750 Penalty: 2345.191895
	Iteration 15Q: 3 clusters Score -176583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -176599.968750 Penalty: 2345.191895
	Iteration 16Q: 3 clusters Score -176600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -176607.875000 Penalty: 2345.191895
	Iteration 17Q: 3 clusters Score -176607.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -176614.843750 Penalty: 2345.191895
	Iteration 18Q: 3 clusters Score -176614.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -176626.000000 Penalty: 2345.191895
	Iteration 19Q: 3 clusters Score -176626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -176634.578125 Penalty: 2345.191895
	Iteration 20F: 3 clusters Score -176634.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -176639.234375 Penalty: 2345.191895
	Iteration 21Q: 3 clusters Score -176639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -176641.093750 Penalty: 2345.191895
	Iteration 22Q: 3 clusters Score -176641.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -176642.671875 Penalty: 2345.191895
	Iteration 23Q: 3 clusters Score -176642.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -176643.015625 Penalty: 2345.191895
	Iteration 24Q: 3 clusters Score -176643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -176643.015625 Penalty: 2345.191895
	Iteration 25F: 3 clusters Score -176643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (3763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Entering Unmasked Estep 
Score: -478912.125000 Penalty: 1337.858032
	Iteration 0F: 2 clusters Score -478912.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -475711.250000 Penalty: 2675.716064
	Iteration 0F: 3 clusters Score -475711.2 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -476582.250000 Penalty: 2675.716064
	Iteration 1F: 3 clusters Score -476582.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -476833.312500 Penalty: 2675.716064
	Iteration 2F: 3 clusters Score -476833.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -476999.062500 Penalty: 2675.716064
	Iteration 3F: 3 clusters Score -476999.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -477161.156250 Penalty: 2675.716064
	Iteration 4F: 3 clusters Score -477161.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -477319.250000 Penalty: 2675.716064
	Iteration 5Q: 3 clusters Score -477319.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -477479.625000 Penalty: 2675.716064
	Iteration 6Q: 3 clusters Score -477479.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -477648.625000 Penalty: 2675.716064
	Iteration 7Q: 3 clusters Score -477648.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -477772.562500 Penalty: 2675.716064
	Iteration 8Q: 3 clusters Score -477772.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -477863.812500 Penalty: 2675.716064
	Iteration 9Q: 3 clusters Score -477863.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -477925.031250 Penalty: 2675.716064
	Iteration 10Q: 3 clusters Score -477925 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -477978.593750 Penalty: 2675.716064
	Iteration 11Q: 3 clusters Score -477978.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -478022.781250 Penalty: 2675.716064
	Iteration 12Q: 3 clusters Score -478022.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -478056.906250 Penalty: 2675.716064
	Iteration 13Q: 3 clusters Score -478056.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -478079.343750 Penalty: 2675.716064
	Iteration 14Q: 3 clusters Score -478079.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -478103.531250 Penalty: 2675.716064
	Iteration 15Q: 3 clusters Score -478103.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -478127.937500 Penalty: 2675.716064
	Iteration 16Q: 3 clusters Score -478127.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -478145.218750 Penalty: 2675.716064
	Iteration 17Q: 3 clusters Score -478145.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -478169.906250 Penalty: 2675.716064
	Iteration 18Q: 3 clusters Score -478169.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -478191.812500 Penalty: 2675.716064
	Iteration 19Q: 3 clusters Score -478191.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -478201.531250 Penalty: 2675.716064
	Iteration 20F: 3 clusters Score -478201.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -478213.500000 Penalty: 2675.716064
	Iteration 21Q: 3 clusters Score -478213.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -478218.656250 Penalty: 2675.716064
	Iteration 22Q: 3 clusters Score -478218.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -478222.156250 Penalty: 2675.716064
	Iteration 23Q: 3 clusters Score -478222.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -478224.750000 Penalty: 2675.716064
	Iteration 24Q: 3 clusters Score -478224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -478228.218750 Penalty: 2675.716064
	Iteration 25Q: 3 clusters Score -478228.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -478229.843750 Penalty: 2675.716064
	Iteration 26Q: 3 clusters Score -478229.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -478234.875000 Penalty: 2675.716064
	Iteration 27Q: 3 clusters Score -478234.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -478238.843750 Penalty: 2675.716064
	Iteration 28Q: 3 clusters Score -478238.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -478245.656250 Penalty: 2675.716064
	Iteration 29Q: 3 clusters Score -478245.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -478250.687500 Penalty: 2675.716064
	Iteration 30Q: 3 clusters Score -478250.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -478257.156250 Penalty: 2675.716064
	Iteration 31Q: 3 clusters Score -478257.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -478260.812500 Penalty: 2675.716064
	Iteration 32Q: 3 clusters Score -478260.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -478265.375000 Penalty: 2675.716064
	Iteration 33Q: 3 clusters Score -478265.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -478269.375000 Penalty: 2675.716064
	Iteration 34Q: 3 clusters Score -478269.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -478271.937500 Penalty: 2675.716064
	Iteration 35Q: 3 clusters Score -478271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -478274.718750 Penalty: 2675.716064
	Iteration 36Q: 3 clusters Score -478274.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -478277.218750 Penalty: 2675.716064
	Iteration 37Q: 3 clusters Score -478277.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -478278.531250 Penalty: 2675.716064
	Iteration 38Q: 3 clusters Score -478278.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -478281.281250 Penalty: 2675.716064
	Iteration 39Q: 3 clusters Score -478281.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -478282.156250 Penalty: 2675.716064
	Iteration 40F: 3 clusters Score -478282.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -478284.531250 Penalty: 2675.716064
	Iteration 41Q: 3 clusters Score -478284.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -478285.218750 Penalty: 2675.716064
	Iteration 42Q: 3 clusters Score -478285.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -478287.500000 Penalty: 2675.716064
	Iteration 43Q: 3 clusters Score -478287.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -478287.500000 Penalty: 2675.716064
	Iteration 44F: 3 clusters Score -478287.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -128514.945312 Penalty: 1123.482300
	Iteration 0F: 2 clusters Score -128514.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -127069.906250 Penalty: 2246.964600
	Iteration 0F: 3 clusters Score -127069.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -127380.679688 Penalty: 2246.964600
	Iteration 1F: 3 clusters Score -127380.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -127496.085938 Penalty: 2246.964600
	Iteration 2F: 3 clusters Score -127496.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -127547.164062 Penalty: 2246.964600
	Iteration 3Q: 3 clusters Score -127547.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -127587.921875 Penalty: 2246.964600
	Iteration 4Q: 3 clusters Score -127587.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -127615.203125 Penalty: 2246.964600
	Iteration 5Q: 3 clusters Score -127615.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -127646.046875 Penalty: 2246.964600
	Iteration 6Q: 3 clusters Score -127646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -127668.171875 Penalty: 2246.964600
	Iteration 7Q: 3 clusters Score -127668.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -127678.929688 Penalty: 2246.964600
	Iteration 8Q: 3 clusters Score -127678.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -127685.273438 Penalty: 2246.964600
	Iteration 9Q: 3 clusters Score -127685.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -127686.945312 Penalty: 2246.964600
	Iteration 10Q: 3 clusters Score -127686.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -127686.945312 Penalty: 2246.964600
	Iteration 11F: 3 clusters Score -127686.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (16573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Entering Unmasked Estep 
Score: -2534658.500000 Penalty: 1578.773682
	Iteration 0F: 2 clusters Score -2534658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2523628.250000 Penalty: 3157.547363
	Iteration 0F: 3 clusters Score -2523628 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2527673.750000 Penalty: 3157.547363
	Iteration 1F: 3 clusters Score -2527674 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2528131.000000 Penalty: 3157.547363
	Iteration 2F: 3 clusters Score -2528131 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2528601.500000 Penalty: 3157.547363
	Iteration 3F: 3 clusters Score -2528602 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2529110.500000 Penalty: 3157.547363
	Iteration 4F: 3 clusters Score -2529110 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2529635.500000 Penalty: 3157.547363
	Iteration 5F: 3 clusters Score -2529636 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2530236.250000 Penalty: 3157.547363
	Iteration 6F: 3 clusters Score -2530236 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2530828.000000 Penalty: 3157.547363
	Iteration 7F: 3 clusters Score -2530828 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2531412.000000 Penalty: 3157.547363
	Iteration 8Q: 3 clusters Score -2531412 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2531912.000000 Penalty: 3157.547363
	Iteration 9Q: 3 clusters Score -2531912 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2532326.500000 Penalty: 3157.547363
	Iteration 10Q: 3 clusters Score -2532326 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2532657.500000 Penalty: 3157.547363
	Iteration 11Q: 3 clusters Score -2532658 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2532909.750000 Penalty: 3157.547363
	Iteration 12Q: 3 clusters Score -2532910 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2533042.250000 Penalty: 3157.547363
	Iteration 13Q: 3 clusters Score -2533042 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2533139.000000 Penalty: 3157.547363
	Iteration 14Q: 3 clusters Score -2533139 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2533204.250000 Penalty: 3157.547363
	Iteration 15Q: 3 clusters Score -2533204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2533240.250000 Penalty: 3157.547363
	Iteration 16Q: 3 clusters Score -2533240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2533272.250000 Penalty: 3157.547363
	Iteration 17Q: 3 clusters Score -2533272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2533287.750000 Penalty: 3157.547363
	Iteration 18Q: 3 clusters Score -2533288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2533298.500000 Penalty: 3157.547363
	Iteration 19Q: 3 clusters Score -2533298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2533303.500000 Penalty: 3157.547363
	Iteration 20F: 3 clusters Score -2533304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2533306.750000 Penalty: 3157.547363
	Iteration 21Q: 3 clusters Score -2533307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2533311.000000 Penalty: 3157.547363
	Iteration 22Q: 3 clusters Score -2533311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2533310.750000 Penalty: 3157.547363
	Iteration 23Q: 3 clusters Score -2533311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2533315.250000 Penalty: 3157.547363
	Iteration 24Q: 3 clusters Score -2533315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2533316.750000 Penalty: 3157.547363
	Iteration 25Q: 3 clusters Score -2533317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2533319.250000 Penalty: 3157.547363
	Iteration 26Q: 3 clusters Score -2533319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2533325.750000 Penalty: 3157.547363
	Iteration 27Q: 3 clusters Score -2533326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2533330.750000 Penalty: 3157.547363
	Iteration 28Q: 3 clusters Score -2533331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2533334.250000 Penalty: 3157.547363
	Iteration 29Q: 3 clusters Score -2533334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2533336.500000 Penalty: 3157.547363
	Iteration 30Q: 3 clusters Score -2533336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2533335.750000 Penalty: 3157.547363
	Iteration 31Q: 3 clusters Score -2533336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2533337.000000 Penalty: 3157.547363
	Iteration 32Q: 3 clusters Score -2533337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2533337.000000 Penalty: 3157.547363
	Iteration 33F: 3 clusters Score -2533337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Entering Unmasked Estep 
Score: -348845.187500 Penalty: 1274.625366
	Iteration 0F: 2 clusters Score -348845.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -346429.187500 Penalty: 2549.250732
	Iteration 0F: 3 clusters Score -346429.2 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -347025.406250 Penalty: 2549.250732
	Iteration 1F: 3 clusters Score -347025.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -347202.343750 Penalty: 2549.250732
	Iteration 2F: 3 clusters Score -347202.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -347336.156250 Penalty: 2549.250732
	Iteration 3F: 3 clusters Score -347336.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -347531.562500 Penalty: 2549.250732
	Iteration 4F: 3 clusters Score -347531.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -347776.500000 Penalty: 2549.250732
	Iteration 5F: 3 clusters Score -347776.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -348024.000000 Penalty: 2549.250732
	Iteration 6F: 3 clusters Score -348024 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -348214.437500 Penalty: 2549.250732
	Iteration 7F: 3 clusters Score -348214.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -348330.250000 Penalty: 2549.250732
	Iteration 8Q: 3 clusters Score -348330.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -348382.718750 Penalty: 2549.250732
	Iteration 9Q: 3 clusters Score -348382.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -348408.281250 Penalty: 2549.250732
	Iteration 10Q: 3 clusters Score -348408.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -348427.093750 Penalty: 2549.250732
	Iteration 11Q: 3 clusters Score -348427.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -348439.156250 Penalty: 2549.250732
	Iteration 12Q: 3 clusters Score -348439.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -348444.312500 Penalty: 2549.250732
	Iteration 13Q: 3 clusters Score -348444.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -348446.781250 Penalty: 2549.250732
	Iteration 14Q: 3 clusters Score -348446.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -348448.906250 Penalty: 2549.250732
	Iteration 15Q: 3 clusters Score -348448.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -348451.125000 Penalty: 2549.250732
	Iteration 16Q: 3 clusters Score -348451.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -348453.156250 Penalty: 2549.250732
	Iteration 17Q: 3 clusters Score -348453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -348455.250000 Penalty: 2549.250732
	Iteration 18Q: 3 clusters Score -348455.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -348455.687500 Penalty: 2549.250732
	Iteration 19Q: 3 clusters Score -348455.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -348457.187500 Penalty: 2549.250732
	Iteration 20F: 3 clusters Score -348457.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -348456.781250 Penalty: 2549.250732
	Iteration 21Q: 3 clusters Score -348456.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -348456.781250 Penalty: 2549.250732
	Iteration 22F: 3 clusters Score -348456.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (13357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Entering Unmasked Estep 
Score: -2028667.375000 Penalty: 1543.716797
	Iteration 0F: 2 clusters Score -2028667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2019341.375000 Penalty: 3087.433594
	Iteration 0F: 3 clusters Score -2019341 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2022607.875000 Penalty: 3087.433594
	Iteration 1F: 3 clusters Score -2022608 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2022958.500000 Penalty: 3087.433594
	Iteration 2F: 3 clusters Score -2022958 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2023260.500000 Penalty: 3087.433594
	Iteration 3F: 3 clusters Score -2023260 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2023515.125000 Penalty: 3087.433594
	Iteration 4Q: 3 clusters Score -2023515 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2023721.125000 Penalty: 3087.433594
	Iteration 5Q: 3 clusters Score -2023721 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2023883.250000 Penalty: 3087.433594
	Iteration 6Q: 3 clusters Score -2023883 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2024062.750000 Penalty: 3087.433594
	Iteration 7Q: 3 clusters Score -2024063 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2024238.625000 Penalty: 3087.433594
	Iteration 8Q: 3 clusters Score -2024239 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2024414.875000 Penalty: 3087.433594
	Iteration 9Q: 3 clusters Score -2024415 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2024606.500000 Penalty: 3087.433594
	Iteration 10Q: 3 clusters Score -2024606 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2024822.250000 Penalty: 3087.433594
	Iteration 11Q: 3 clusters Score -2024822 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2025072.375000 Penalty: 3087.433594
	Iteration 12Q: 3 clusters Score -2025072 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2025251.125000 Penalty: 3087.433594
	Iteration 13Q: 3 clusters Score -2025251 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2025379.500000 Penalty: 3087.433594
	Iteration 14Q: 3 clusters Score -2025380 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2025468.375000 Penalty: 3087.433594
	Iteration 15Q: 3 clusters Score -2025468 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2025533.125000 Penalty: 3087.433594
	Iteration 16Q: 3 clusters Score -2025533 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2025586.875000 Penalty: 3087.433594
	Iteration 17Q: 3 clusters Score -2025587 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2025628.375000 Penalty: 3087.433594
	Iteration 18Q: 3 clusters Score -2025628 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2025671.750000 Penalty: 3087.433594
	Iteration 19Q: 3 clusters Score -2025672 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2025695.125000 Penalty: 3087.433594
	Iteration 20F: 3 clusters Score -2025695 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2025721.250000 Penalty: 3087.433594
	Iteration 21Q: 3 clusters Score -2025721 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2025737.500000 Penalty: 3087.433594
	Iteration 22Q: 3 clusters Score -2025738 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2025748.875000 Penalty: 3087.433594
	Iteration 23Q: 3 clusters Score -2025749 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2025763.000000 Penalty: 3087.433594
	Iteration 24Q: 3 clusters Score -2025763 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2025775.750000 Penalty: 3087.433594
	Iteration 25Q: 3 clusters Score -2025776 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2025786.375000 Penalty: 3087.433594
	Iteration 26Q: 3 clusters Score -2025786 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2025797.750000 Penalty: 3087.433594
	Iteration 27Q: 3 clusters Score -2025798 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2025801.875000 Penalty: 3087.433594
	Iteration 28Q: 3 clusters Score -2025802 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2025808.500000 Penalty: 3087.433594
	Iteration 29Q: 3 clusters Score -2025808 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2025816.250000 Penalty: 3087.433594
	Iteration 30Q: 3 clusters Score -2025816 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2025828.125000 Penalty: 3087.433594
	Iteration 31Q: 3 clusters Score -2025828 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2025835.625000 Penalty: 3087.433594
	Iteration 32Q: 3 clusters Score -2025836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2025840.750000 Penalty: 3087.433594
	Iteration 33Q: 3 clusters Score -2025841 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2025842.000000 Penalty: 3087.433594
	Iteration 34Q: 3 clusters Score -2025842 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2025844.875000 Penalty: 3087.433594
	Iteration 35Q: 3 clusters Score -2025845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2025850.500000 Penalty: 3087.433594
	Iteration 36Q: 3 clusters Score -2025850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2025856.875000 Penalty: 3087.433594
	Iteration 37Q: 3 clusters Score -2025857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2025857.000000 Penalty: 3087.433594
	Iteration 38Q: 3 clusters Score -2025857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2025861.000000 Penalty: 3087.433594
	Iteration 39Q: 3 clusters Score -2025861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2025863.750000 Penalty: 3087.433594
	Iteration 40F: 3 clusters Score -2025864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2025863.500000 Penalty: 3087.433594
	Iteration 41Q: 3 clusters Score -2025864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2025866.750000 Penalty: 3087.433594
	Iteration 42Q: 3 clusters Score -2025867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2025866.750000 Penalty: 3087.433594
	Iteration 43Q: 3 clusters Score -2025867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2025868.625000 Penalty: 3087.433594
	Iteration 44Q: 3 clusters Score -2025869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2025868.625000 Penalty: 3087.433594
	Iteration 45Q: 3 clusters Score -2025869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2025868.500000 Penalty: 3087.433594
	Iteration 46Q: 3 clusters Score -2025868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2025867.625000 Penalty: 3087.433594
	Iteration 47Q: 3 clusters Score -2025868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2025868.250000 Penalty: 3087.433594
	Iteration 48Q: 3 clusters Score -2025868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2025867.750000 Penalty: 3087.433594
	Iteration 49Q: 3 clusters Score -2025868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2025866.250000 Penalty: 3087.433594
	Iteration 50Q: 3 clusters Score -2025866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2025872.625000 Penalty: 3087.433594
	Iteration 51Q: 3 clusters Score -2025873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2025874.375000 Penalty: 3087.433594
	Iteration 52Q: 3 clusters Score -2025874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2025874.750000 Penalty: 3087.433594
	Iteration 53Q: 3 clusters Score -2025875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2025873.750000 Penalty: 3087.433594
	Iteration 54Q: 3 clusters Score -2025874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2025873.375000 Penalty: 3087.433594
	Iteration 55Q: 3 clusters Score -2025873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2025870.125000 Penalty: 3087.433594
	Iteration 56Q: 3 clusters Score -2025870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2025870.125000 Penalty: 3087.433594
	Iteration 57F: 3 clusters Score -2025870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -92851.703125 Penalty: 1074.456665
	Iteration 0F: 2 clusters Score -92851.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91594.351562 Penalty: 2148.913330
	Iteration 0F: 3 clusters Score -91594.35 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -91820.476562 Penalty: 2148.913330
	Iteration 1F: 3 clusters Score -91820.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91906.632812 Penalty: 2148.913330
	Iteration 2F: 3 clusters Score -91906.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91935.101562 Penalty: 2148.913330
	Iteration 3Q: 3 clusters Score -91935.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91956.976562 Penalty: 2148.913330
	Iteration 4Q: 3 clusters Score -91956.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91965.046875 Penalty: 2148.913330
	Iteration 5Q: 3 clusters Score -91965.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91970.820312 Penalty: 2148.913330
	Iteration 6Q: 3 clusters Score -91970.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -91975.210938 Penalty: 2148.913330
	Iteration 7Q: 3 clusters Score -91975.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91986.640625 Penalty: 2148.913330
	Iteration 8Q: 3 clusters Score -91986.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91995.132812 Penalty: 2148.913330
	Iteration 9Q: 3 clusters Score -91995.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -92003.242188 Penalty: 2148.913330
	Iteration 10Q: 3 clusters Score -92003.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -92011.195312 Penalty: 2148.913330
	Iteration 11Q: 3 clusters Score -92011.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -92017.562500 Penalty: 2148.913330
	Iteration 12Q: 3 clusters Score -92017.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -92021.882812 Penalty: 2148.913330
	Iteration 13Q: 3 clusters Score -92021.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92030.000000 Penalty: 2148.913330
	Iteration 14Q: 3 clusters Score -92030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -92046.132812 Penalty: 2148.913330
	Iteration 15Q: 3 clusters Score -92046.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -92057.171875 Penalty: 2148.913330
	Iteration 16Q: 3 clusters Score -92057.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -92065.156250 Penalty: 2148.913330
	Iteration 17Q: 3 clusters Score -92065.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -92072.210938 Penalty: 2148.913330
	Iteration 18Q: 3 clusters Score -92072.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -92077.843750 Penalty: 2148.913330
	Iteration 19Q: 3 clusters Score -92077.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -92082.664062 Penalty: 2148.913330
	Iteration 20F: 3 clusters Score -92082.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92088.679688 Penalty: 2148.913330
	Iteration 21Q: 3 clusters Score -92088.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -92097.570312 Penalty: 2148.913330
	Iteration 22Q: 3 clusters Score -92097.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -92104.867188 Penalty: 2148.913330
	Iteration 23Q: 3 clusters Score -92104.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -92116.851562 Penalty: 2148.913330
	Iteration 24Q: 3 clusters Score -92116.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92131.226562 Penalty: 2148.913330
	Iteration 25Q: 3 clusters Score -92131.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -92138.093750 Penalty: 2148.913330
	Iteration 26Q: 3 clusters Score -92138.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92153.929688 Penalty: 2148.913330
	Iteration 27Q: 3 clusters Score -92153.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -92178.906250 Penalty: 2148.913330
	Iteration 28Q: 3 clusters Score -92178.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -92195.804688 Penalty: 2148.913330
	Iteration 29Q: 3 clusters Score -92195.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -92213.187500 Penalty: 2148.913330
	Iteration 30Q: 3 clusters Score -92213.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -92243.304688 Penalty: 2148.913330
	Iteration 31Q: 3 clusters Score -92243.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -92274.882812 Penalty: 2148.913330
	Iteration 32Q: 3 clusters Score -92274.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -92295.414062 Penalty: 2148.913330
	Iteration 33Q: 3 clusters Score -92295.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -92305.859375 Penalty: 2148.913330
	Iteration 34Q: 3 clusters Score -92305.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -92311.140625 Penalty: 2148.913330
	Iteration 35Q: 3 clusters Score -92311.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -92315.140625 Penalty: 2148.913330
	Iteration 36Q: 3 clusters Score -92315.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -92318.179688 Penalty: 2148.913330
	Iteration 37Q: 3 clusters Score -92318.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92328.679688 Penalty: 2148.913330
	Iteration 38Q: 3 clusters Score -92328.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92338.179688 Penalty: 2148.913330
	Iteration 39Q: 3 clusters Score -92338.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -92344.664062 Penalty: 2148.913330
	Iteration 40F: 3 clusters Score -92344.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -92345.945312 Penalty: 2148.913330
	Iteration 41Q: 3 clusters Score -92345.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -92351.523438 Penalty: 2148.913330
	Iteration 42Q: 3 clusters Score -92351.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -92357.421875 Penalty: 2148.913330
	Iteration 43Q: 3 clusters Score -92357.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92361.414062 Penalty: 2148.913330
	Iteration 44Q: 3 clusters Score -92361.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -92369.164062 Penalty: 2148.913330
	Iteration 45Q: 3 clusters Score -92369.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -92381.476562 Penalty: 2148.913330
	Iteration 46Q: 3 clusters Score -92381.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -92389.921875 Penalty: 2148.913330
	Iteration 47Q: 3 clusters Score -92389.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -92395.265625 Penalty: 2148.913330
	Iteration 48Q: 3 clusters Score -92395.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -92398.632812 Penalty: 2148.913330
	Iteration 49Q: 3 clusters Score -92398.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92399.062500 Penalty: 2148.913330
	Iteration 50Q: 3 clusters Score -92399.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92399.062500 Penalty: 2148.913330
	Iteration 51F: 3 clusters Score -92399.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (21978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Entering Unmasked Estep 
Score: -3356297.250000 Penalty: 1624.641968
	Iteration 0F: 2 clusters Score -3356297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -3342131.750000 Penalty: 3249.283936
	Iteration 0F: 3 clusters Score -3342132 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -3347508.750000 Penalty: 3249.283936
	Iteration 1F: 3 clusters Score -3347509 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -3347952.000000 Penalty: 3249.283936
	Iteration 2Q: 3 clusters Score -3347952 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -3348455.250000 Penalty: 3249.283936
	Iteration 3F: 3 clusters Score -3348455 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3349083.500000 Penalty: 3249.283936
	Iteration 4F: 3 clusters Score -3349084 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -3349840.750000 Penalty: 3249.283936
	Iteration 5F: 3 clusters Score -3349841 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3350841.250000 Penalty: 3249.283936
	Iteration 6F: 3 clusters Score -3350841 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3352003.000000 Penalty: 3249.283936
	Iteration 7F: 3 clusters Score -3352003 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3353193.750000 Penalty: 3249.283936
	Iteration 8F: 3 clusters Score -3353194 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3354005.750000 Penalty: 3249.283936
	Iteration 9Q: 3 clusters Score -3354006 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3354489.750000 Penalty: 3249.283936
	Iteration 10Q: 3 clusters Score -3354490 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3354689.500000 Penalty: 3249.283936
	Iteration 11Q: 3 clusters Score -3354690 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3354807.500000 Penalty: 3249.283936
	Iteration 12Q: 3 clusters Score -3354808 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3354856.750000 Penalty: 3249.283936
	Iteration 13Q: 3 clusters Score -3354857 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3354873.500000 Penalty: 3249.283936
	Iteration 14Q: 3 clusters Score -3354874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3354887.750000 Penalty: 3249.283936
	Iteration 15Q: 3 clusters Score -3354888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3354896.250000 Penalty: 3249.283936
	Iteration 16Q: 3 clusters Score -3354896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3354908.250000 Penalty: 3249.283936
	Iteration 17Q: 3 clusters Score -3354908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3354920.250000 Penalty: 3249.283936
	Iteration 18Q: 3 clusters Score -3354920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3354933.250000 Penalty: 3249.283936
	Iteration 19Q: 3 clusters Score -3354933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3354943.750000 Penalty: 3249.283936
	Iteration 20F: 3 clusters Score -3354944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3354954.000000 Penalty: 3249.283936
	Iteration 21Q: 3 clusters Score -3354954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3354965.250000 Penalty: 3249.283936
	Iteration 22Q: 3 clusters Score -3354965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3354964.250000 Penalty: 3249.283936
	Iteration 23Q: 3 clusters Score -3354964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3354965.750000 Penalty: 3249.283936
	Iteration 24Q: 3 clusters Score -3354966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3354963.500000 Penalty: 3249.283936
	Iteration 25Q: 3 clusters Score -3354964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3354963.500000 Penalty: 3249.283936
	Iteration 26F: 3 clusters Score -3354964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (23211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Entering Unmasked Estep 
Score: -3529955.250000 Penalty: 1633.511963
	Iteration 0F: 2 clusters Score -3529955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -3515124.500000 Penalty: 3267.023926
	Iteration 0F: 3 clusters Score -3515124 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3520852.750000 Penalty: 3267.023926
	Iteration 1F: 3 clusters Score -3520853 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -3521345.500000 Penalty: 3267.023926
	Iteration 2F: 3 clusters Score -3521346 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -3521867.250000 Penalty: 3267.023926
	Iteration 3F: 3 clusters Score -3521867 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3522436.500000 Penalty: 3267.023926
	Iteration 4F: 3 clusters Score -3522436 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -3523079.000000 Penalty: 3267.023926
	Iteration 5F: 3 clusters Score -3523079 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3523789.750000 Penalty: 3267.023926
	Iteration 6F: 3 clusters Score -3523790 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3524462.500000 Penalty: 3267.023926
	Iteration 7F: 3 clusters Score -3524462 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3525121.500000 Penalty: 3267.023926
	Iteration 8F: 3 clusters Score -3525122 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -3525752.500000 Penalty: 3267.023926
	Iteration 9Q: 3 clusters Score -3525752 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3526398.750000 Penalty: 3267.023926
	Iteration 10Q: 3 clusters Score -3526399 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -3526972.500000 Penalty: 3267.023926
	Iteration 11Q: 3 clusters Score -3526972 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -3527444.000000 Penalty: 3267.023926
	Iteration 12Q: 3 clusters Score -3527444 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -3527751.250000 Penalty: 3267.023926
	Iteration 13Q: 3 clusters Score -3527751 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3527953.500000 Penalty: 3267.023926
	Iteration 14Q: 3 clusters Score -3527954 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -3528094.500000 Penalty: 3267.023926
	Iteration 15Q: 3 clusters Score -3528094 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -3528184.000000 Penalty: 3267.023926
	Iteration 16Q: 3 clusters Score -3528184 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -3528262.750000 Penalty: 3267.023926
	Iteration 17Q: 3 clusters Score -3528263 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -3528318.000000 Penalty: 3267.023926
	Iteration 18Q: 3 clusters Score -3528318 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -3528357.000000 Penalty: 3267.023926
	Iteration 19Q: 3 clusters Score -3528357 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3528386.750000 Penalty: 3267.023926
	Iteration 20F: 3 clusters Score -3528387 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -3528417.000000 Penalty: 3267.023926
	Iteration 21Q: 3 clusters Score -3528417 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3528422.750000 Penalty: 3267.023926
	Iteration 22Q: 3 clusters Score -3528423 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -3528448.000000 Penalty: 3267.023926
	Iteration 23Q: 3 clusters Score -3528448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -3528460.750000 Penalty: 3267.023926
	Iteration 24Q: 3 clusters Score -3528461 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -3528481.500000 Penalty: 3267.023926
	Iteration 25Q: 3 clusters Score -3528482 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -3528500.000000 Penalty: 3267.023926
	Iteration 26Q: 3 clusters Score -3528500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -3528504.500000 Penalty: 3267.023926
	Iteration 27Q: 3 clusters Score -3528504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -3528519.250000 Penalty: 3267.023926
	Iteration 28Q: 3 clusters Score -3528519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3528521.250000 Penalty: 3267.023926
	Iteration 29Q: 3 clusters Score -3528521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -3528523.000000 Penalty: 3267.023926
	Iteration 30Q: 3 clusters Score -3528523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3528540.250000 Penalty: 3267.023926
	Iteration 31Q: 3 clusters Score -3528540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3528547.250000 Penalty: 3267.023926
	Iteration 32Q: 3 clusters Score -3528547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -3528557.250000 Penalty: 3267.023926
	Iteration 33Q: 3 clusters Score -3528557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -3528556.500000 Penalty: 3267.023926
	Iteration 34Q: 3 clusters Score -3528556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -3528564.250000 Penalty: 3267.023926
	Iteration 35Q: 3 clusters Score -3528564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -3528566.250000 Penalty: 3267.023926
	Iteration 36Q: 3 clusters Score -3528566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -3528567.000000 Penalty: 3267.023926
	Iteration 37Q: 3 clusters Score -3528567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -3528569.000000 Penalty: 3267.023926
	Iteration 38Q: 3 clusters Score -3528569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -3528575.000000 Penalty: 3267.023926
	Iteration 39Q: 3 clusters Score -3528575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -3528579.750000 Penalty: 3267.023926
	Iteration 40F: 3 clusters Score -3528580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -3528581.000000 Penalty: 3267.023926
	Iteration 41Q: 3 clusters Score -3528581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -3528599.750000 Penalty: 3267.023926
	Iteration 42Q: 3 clusters Score -3528600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -3528600.000000 Penalty: 3267.023926
	Iteration 43Q: 3 clusters Score -3528600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3528587.750000 Penalty: 3267.023926
	Iteration 44Q: 3 clusters Score -3528588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -3528590.500000 Penalty: 3267.023926
	Iteration 45Q: 3 clusters Score -3528590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -3528597.250000 Penalty: 3267.023926
	Iteration 46Q: 3 clusters Score -3528597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3528595.500000 Penalty: 3267.023926
	Iteration 47Q: 3 clusters Score -3528596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -3528604.750000 Penalty: 3267.023926
	Iteration 48Q: 3 clusters Score -3528605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -3528607.250000 Penalty: 3267.023926
	Iteration 49Q: 3 clusters Score -3528607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -3528607.250000 Penalty: 3267.023926
	Iteration 50Q: 3 clusters Score -3528607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3528606.250000 Penalty: 3267.023926
	Iteration 51Q: 3 clusters Score -3528606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -3528607.500000 Penalty: 3267.023926
	Iteration 52Q: 3 clusters Score -3528608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -3528608.750000 Penalty: 3267.023926
	Iteration 53Q: 3 clusters Score -3528609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -3528609.250000 Penalty: 3267.023926
	Iteration 54Q: 3 clusters Score -3528609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -3528612.500000 Penalty: 3267.023926
	Iteration 55Q: 3 clusters Score -3528612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -3528619.500000 Penalty: 3267.023926
	Iteration 56Q: 3 clusters Score -3528620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -3528618.000000 Penalty: 3267.023926
	Iteration 57Q: 3 clusters Score -3528618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -3528618.000000 Penalty: 3267.023926
	Iteration 58F: 3 clusters Score -3528618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (2023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Entering Unmasked Estep 
Score: -267706.281250 Penalty: 1237.004761
	Iteration 0F: 2 clusters Score -267706.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -265575.500000 Penalty: 2474.009521
	Iteration 0F: 3 clusters Score -265575.5 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -266042.562500 Penalty: 2474.009521
	Iteration 1F: 3 clusters Score -266042.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -266186.750000 Penalty: 2474.009521
	Iteration 2F: 3 clusters Score -266186.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -266300.343750 Penalty: 2474.009521
	Iteration 3F: 3 clusters Score -266300.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -266417.875000 Penalty: 2474.009521
	Iteration 4F: 3 clusters Score -266417.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -266513.625000 Penalty: 2474.009521
	Iteration 5F: 3 clusters Score -266513.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -266584.312500 Penalty: 2474.009521
	Iteration 6Q: 3 clusters Score -266584.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -266653.062500 Penalty: 2474.009521
	Iteration 7Q: 3 clusters Score -266653.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -266718.781250 Penalty: 2474.009521
	Iteration 8Q: 3 clusters Score -266718.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -266757.875000 Penalty: 2474.009521
	Iteration 9Q: 3 clusters Score -266757.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -266790.875000 Penalty: 2474.009521
	Iteration 10Q: 3 clusters Score -266790.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -266817.375000 Penalty: 2474.009521
	Iteration 11Q: 3 clusters Score -266817.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -266830.125000 Penalty: 2474.009521
	Iteration 12Q: 3 clusters Score -266830.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -266840.468750 Penalty: 2474.009521
	Iteration 13Q: 3 clusters Score -266840.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -266844.312500 Penalty: 2474.009521
	Iteration 14Q: 3 clusters Score -266844.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -266848.093750 Penalty: 2474.009521
	Iteration 15Q: 3 clusters Score -266848.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -266852.656250 Penalty: 2474.009521
	Iteration 16Q: 3 clusters Score -266852.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -266857.093750 Penalty: 2474.009521
	Iteration 17Q: 3 clusters Score -266857.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -266859.343750 Penalty: 2474.009521
	Iteration 18Q: 3 clusters Score -266859.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -266864.687500 Penalty: 2474.009521
	Iteration 19Q: 3 clusters Score -266864.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -266871.031250 Penalty: 2474.009521
	Iteration 20F: 3 clusters Score -266871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -266876.031250 Penalty: 2474.009521
	Iteration 21Q: 3 clusters Score -266876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -266881.937500 Penalty: 2474.009521
	Iteration 22Q: 3 clusters Score -266881.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -266890.000000 Penalty: 2474.009521
	Iteration 23Q: 3 clusters Score -266890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -266896.937500 Penalty: 2474.009521
	Iteration 24Q: 3 clusters Score -266896.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -266900.937500 Penalty: 2474.009521
	Iteration 25Q: 3 clusters Score -266900.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -266906.562500 Penalty: 2474.009521
	Iteration 26Q: 3 clusters Score -266906.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -266910.281250 Penalty: 2474.009521
	Iteration 27Q: 3 clusters Score -266910.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -266911.531250 Penalty: 2474.009521
	Iteration 28Q: 3 clusters Score -266911.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -266911.875000 Penalty: 2474.009521
	Iteration 29Q: 3 clusters Score -266911.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -266912.250000 Penalty: 2474.009521
	Iteration 30Q: 3 clusters Score -266912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -266912.218750 Penalty: 2474.009521
	Iteration 31Q: 3 clusters Score -266912.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -266912.218750 Penalty: 2474.009521
	Iteration 32F: 3 clusters Score -266912.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Entering Unmasked Estep 
Score: -427463.531250 Penalty: 1310.962769
	Iteration 0F: 2 clusters Score -427463.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -424619.875000 Penalty: 2621.925537
	Iteration 0F: 3 clusters Score -424619.9 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -425377.781250 Penalty: 2621.925537
	Iteration 1F: 3 clusters Score -425377.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -425532.406250 Penalty: 2621.925537
	Iteration 2F: 3 clusters Score -425532.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -425650.593750 Penalty: 2621.925537
	Iteration 3F: 3 clusters Score -425650.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -425745.093750 Penalty: 2621.925537
	Iteration 4Q: 3 clusters Score -425745.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -425831.843750 Penalty: 2621.925537
	Iteration 5Q: 3 clusters Score -425831.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -425905.312500 Penalty: 2621.925537
	Iteration 6Q: 3 clusters Score -425905.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -425972.000000 Penalty: 2621.925537
	Iteration 7Q: 3 clusters Score -425972 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -426037.625000 Penalty: 2621.925537
	Iteration 8Q: 3 clusters Score -426037.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -426103.000000 Penalty: 2621.925537
	Iteration 9Q: 3 clusters Score -426103 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -426156.781250 Penalty: 2621.925537
	Iteration 10Q: 3 clusters Score -426156.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -426193.343750 Penalty: 2621.925537
	Iteration 11Q: 3 clusters Score -426193.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -426229.937500 Penalty: 2621.925537
	Iteration 12Q: 3 clusters Score -426229.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -426259.843750 Penalty: 2621.925537
	Iteration 13Q: 3 clusters Score -426259.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -426280.718750 Penalty: 2621.925537
	Iteration 14Q: 3 clusters Score -426280.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -426304.531250 Penalty: 2621.925537
	Iteration 15Q: 3 clusters Score -426304.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -426318.812500 Penalty: 2621.925537
	Iteration 16Q: 3 clusters Score -426318.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -426330.250000 Penalty: 2621.925537
	Iteration 17Q: 3 clusters Score -426330.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -426343.000000 Penalty: 2621.925537
	Iteration 18Q: 3 clusters Score -426343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -426352.250000 Penalty: 2621.925537
	Iteration 19Q: 3 clusters Score -426352.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -426360.937500 Penalty: 2621.925537
	Iteration 20F: 3 clusters Score -426360.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -426368.593750 Penalty: 2621.925537
	Iteration 21Q: 3 clusters Score -426368.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -426372.937500 Penalty: 2621.925537
	Iteration 22Q: 3 clusters Score -426372.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -426376.875000 Penalty: 2621.925537
	Iteration 23Q: 3 clusters Score -426376.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -426383.187500 Penalty: 2621.925537
	Iteration 24Q: 3 clusters Score -426383.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -426387.375000 Penalty: 2621.925537
	Iteration 25Q: 3 clusters Score -426387.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -426393.468750 Penalty: 2621.925537
	Iteration 26Q: 3 clusters Score -426393.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -426401.156250 Penalty: 2621.925537
	Iteration 27Q: 3 clusters Score -426401.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -426406.937500 Penalty: 2621.925537
	Iteration 28Q: 3 clusters Score -426406.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -426413.406250 Penalty: 2621.925537
	Iteration 29Q: 3 clusters Score -426413.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -426414.875000 Penalty: 2621.925537
	Iteration 30Q: 3 clusters Score -426414.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -426417.937500 Penalty: 2621.925537
	Iteration 31Q: 3 clusters Score -426417.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -426421.375000 Penalty: 2621.925537
	Iteration 32Q: 3 clusters Score -426421.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -426425.375000 Penalty: 2621.925537
	Iteration 33Q: 3 clusters Score -426425.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -426429.156250 Penalty: 2621.925537
	Iteration 34Q: 3 clusters Score -426429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -426429.406250 Penalty: 2621.925537
	Iteration 35Q: 3 clusters Score -426429.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -426431.000000 Penalty: 2621.925537
	Iteration 36Q: 3 clusters Score -426431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -426431.718750 Penalty: 2621.925537
	Iteration 37Q: 3 clusters Score -426431.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -426431.937500 Penalty: 2621.925537
	Iteration 38Q: 3 clusters Score -426431.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -426432.125000 Penalty: 2621.925537
	Iteration 39Q: 3 clusters Score -426432.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -426432.125000 Penalty: 2621.925537
	Iteration 40F: 3 clusters Score -426432.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -373159.687500 Penalty: 1293.439087
	Iteration 0F: 2 clusters Score -373159.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -370527.125000 Penalty: 2586.878174
	Iteration 0F: 3 clusters Score -370527.1 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -371159.468750 Penalty: 2586.878174
	Iteration 1F: 3 clusters Score -371159.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -371283.500000 Penalty: 2586.878174
	Iteration 2F: 3 clusters Score -371283.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -371357.500000 Penalty: 2586.878174
	Iteration 3Q: 3 clusters Score -371357.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -371397.250000 Penalty: 2586.878174
	Iteration 4Q: 3 clusters Score -371397.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -371422.687500 Penalty: 2586.878174
	Iteration 5Q: 3 clusters Score -371422.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -371446.500000 Penalty: 2586.878174
	Iteration 6Q: 3 clusters Score -371446.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -371475.250000 Penalty: 2586.878174
	Iteration 7Q: 3 clusters Score -371475.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -371500.343750 Penalty: 2586.878174
	Iteration 8Q: 3 clusters Score -371500.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -371518.218750 Penalty: 2586.878174
	Iteration 9Q: 3 clusters Score -371518.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -371536.375000 Penalty: 2586.878174
	Iteration 10Q: 3 clusters Score -371536.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -371556.656250 Penalty: 2586.878174
	Iteration 11Q: 3 clusters Score -371556.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -371581.937500 Penalty: 2586.878174
	Iteration 12Q: 3 clusters Score -371581.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -371603.031250 Penalty: 2586.878174
	Iteration 13Q: 3 clusters Score -371603 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -371624.968750 Penalty: 2586.878174
	Iteration 14Q: 3 clusters Score -371625 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -371643.500000 Penalty: 2586.878174
	Iteration 15Q: 3 clusters Score -371643.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -371653.406250 Penalty: 2586.878174
	Iteration 16Q: 3 clusters Score -371653.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -371661.625000 Penalty: 2586.878174
	Iteration 17Q: 3 clusters Score -371661.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -371670.593750 Penalty: 2586.878174
	Iteration 18Q: 3 clusters Score -371670.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -371677.156250 Penalty: 2586.878174
	Iteration 19Q: 3 clusters Score -371677.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -371682.687500 Penalty: 2586.878174
	Iteration 20F: 3 clusters Score -371682.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -371687.031250 Penalty: 2586.878174
	Iteration 21Q: 3 clusters Score -371687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -371691.875000 Penalty: 2586.878174
	Iteration 22Q: 3 clusters Score -371691.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -371694.437500 Penalty: 2586.878174
	Iteration 23Q: 3 clusters Score -371694.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -371697.375000 Penalty: 2586.878174
	Iteration 24Q: 3 clusters Score -371697.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -371699.218750 Penalty: 2586.878174
	Iteration 25Q: 3 clusters Score -371699.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -371700.531250 Penalty: 2586.878174
	Iteration 26Q: 3 clusters Score -371700.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -371704.156250 Penalty: 2586.878174
	Iteration 27Q: 3 clusters Score -371704.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -371707.437500 Penalty: 2586.878174
	Iteration 28Q: 3 clusters Score -371707.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -371712.468750 Penalty: 2586.878174
	Iteration 29Q: 3 clusters Score -371712.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -371719.156250 Penalty: 2586.878174
	Iteration 30Q: 3 clusters Score -371719.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -371724.468750 Penalty: 2586.878174
	Iteration 31Q: 3 clusters Score -371724.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -371730.968750 Penalty: 2586.878174
	Iteration 32Q: 3 clusters Score -371731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -371735.593750 Penalty: 2586.878174
	Iteration 33Q: 3 clusters Score -371735.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -371740.937500 Penalty: 2586.878174
	Iteration 34Q: 3 clusters Score -371740.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -371747.812500 Penalty: 2586.878174
	Iteration 35Q: 3 clusters Score -371747.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -371756.843750 Penalty: 2586.878174
	Iteration 36Q: 3 clusters Score -371756.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -371766.343750 Penalty: 2586.878174
	Iteration 37Q: 3 clusters Score -371766.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -371773.875000 Penalty: 2586.878174
	Iteration 38Q: 3 clusters Score -371773.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -371779.875000 Penalty: 2586.878174
	Iteration 39Q: 3 clusters Score -371779.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -371785.375000 Penalty: 2586.878174
	Iteration 40F: 3 clusters Score -371785.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -371789.781250 Penalty: 2586.878174
	Iteration 41Q: 3 clusters Score -371789.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -371795.718750 Penalty: 2586.878174
	Iteration 42Q: 3 clusters Score -371795.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -371805.312500 Penalty: 2586.878174
	Iteration 43Q: 3 clusters Score -371805.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -371815.031250 Penalty: 2586.878174
	Iteration 44Q: 3 clusters Score -371815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -371821.656250 Penalty: 2586.878174
	Iteration 45Q: 3 clusters Score -371821.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -371825.781250 Penalty: 2586.878174
	Iteration 46Q: 3 clusters Score -371825.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -371827.531250 Penalty: 2586.878174
	Iteration 47Q: 3 clusters Score -371827.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -371828.156250 Penalty: 2586.878174
	Iteration 48Q: 3 clusters Score -371828.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -371829.218750 Penalty: 2586.878174
	Iteration 49Q: 3 clusters Score -371829.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -371830.906250 Penalty: 2586.878174
	Iteration 50Q: 3 clusters Score -371830.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -371830.781250 Penalty: 2586.878174
	Iteration 51Q: 3 clusters Score -371830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -371832.593750 Penalty: 2586.878174
	Iteration 52Q: 3 clusters Score -371832.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -371832.500000 Penalty: 2586.878174
	Iteration 53Q: 3 clusters Score -371832.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -371833.343750 Penalty: 2586.878174
	Iteration 54Q: 3 clusters Score -371833.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -371833.343750 Penalty: 2586.878174
	Iteration 55F: 3 clusters Score -371833.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (6774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Entering Unmasked Estep 
Score: -1026523.750000 Penalty: 1433.387573
	Iteration 0F: 2 clusters Score -1026524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1021426.250000 Penalty: 2866.775146
	Iteration 0F: 3 clusters Score -1021426 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1023017.687500 Penalty: 2866.775146
	Iteration 1F: 3 clusters Score -1023018 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1023235.437500 Penalty: 2866.775146
	Iteration 2F: 3 clusters Score -1023235 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1023362.875000 Penalty: 2866.775146
	Iteration 3Q: 3 clusters Score -1023363 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1023463.562500 Penalty: 2866.775146
	Iteration 4Q: 3 clusters Score -1023464 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1023551.375000 Penalty: 2866.775146
	Iteration 5Q: 3 clusters Score -1023551 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1023643.062500 Penalty: 2866.775146
	Iteration 6Q: 3 clusters Score -1023643 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1023741.500000 Penalty: 2866.775146
	Iteration 7Q: 3 clusters Score -1023742 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1023836.000000 Penalty: 2866.775146
	Iteration 8Q: 3 clusters Score -1023836 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1023951.250000 Penalty: 2866.775146
	Iteration 9Q: 3 clusters Score -1023951 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1024080.187500 Penalty: 2866.775146
	Iteration 10Q: 3 clusters Score -1024080 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1024224.250000 Penalty: 2866.775146
	Iteration 11Q: 3 clusters Score -1024224 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1024388.250000 Penalty: 2866.775146
	Iteration 12Q: 3 clusters Score -1024388 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1024543.375000 Penalty: 2866.775146
	Iteration 13Q: 3 clusters Score -1024543 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1024669.250000 Penalty: 2866.775146
	Iteration 14Q: 3 clusters Score -1024669 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1024776.875000 Penalty: 2866.775146
	Iteration 15Q: 3 clusters Score -1024777 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1024860.500000 Penalty: 2866.775146
	Iteration 16Q: 3 clusters Score -1024860 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1024912.375000 Penalty: 2866.775146
	Iteration 17Q: 3 clusters Score -1024912 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1024959.687500 Penalty: 2866.775146
	Iteration 18Q: 3 clusters Score -1024960 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1024998.062500 Penalty: 2866.775146
	Iteration 19Q: 3 clusters Score -1024998 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1025032.562500 Penalty: 2866.775146
	Iteration 20F: 3 clusters Score -1025033 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1025062.000000 Penalty: 2866.775146
	Iteration 21Q: 3 clusters Score -1025062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1025086.812500 Penalty: 2866.775146
	Iteration 22Q: 3 clusters Score -1025087 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1025115.625000 Penalty: 2866.775146
	Iteration 23Q: 3 clusters Score -1025116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1025141.437500 Penalty: 2866.775146
	Iteration 24Q: 3 clusters Score -1025141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1025160.437500 Penalty: 2866.775146
	Iteration 25Q: 3 clusters Score -1025160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1025179.812500 Penalty: 2866.775146
	Iteration 26Q: 3 clusters Score -1025180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1025192.250000 Penalty: 2866.775146
	Iteration 27Q: 3 clusters Score -1025192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1025202.437500 Penalty: 2866.775146
	Iteration 28Q: 3 clusters Score -1025202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1025216.875000 Penalty: 2866.775146
	Iteration 29Q: 3 clusters Score -1025217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1025227.187500 Penalty: 2866.775146
	Iteration 30Q: 3 clusters Score -1025227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1025233.312500 Penalty: 2866.775146
	Iteration 31Q: 3 clusters Score -1025233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1025237.000000 Penalty: 2866.775146
	Iteration 32Q: 3 clusters Score -1025237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1025237.937500 Penalty: 2866.775146
	Iteration 33Q: 3 clusters Score -1025238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1025240.187500 Penalty: 2866.775146
	Iteration 34Q: 3 clusters Score -1025240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1025241.187500 Penalty: 2866.775146
	Iteration 35Q: 3 clusters Score -1025241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1025242.250000 Penalty: 2866.775146
	Iteration 36Q: 3 clusters Score -1025242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1025242.250000 Penalty: 2866.775146
	Iteration 37F: 3 clusters Score -1025242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (10052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Entering Unmasked Estep 
Score: -1486380.250000 Penalty: 1497.523071
	Iteration 0F: 2 clusters Score -1486380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1479222.375000 Penalty: 2995.046143
	Iteration 0F: 3 clusters Score -1479222 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1481448.625000 Penalty: 2995.046143
	Iteration 1F: 3 clusters Score -1481449 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1481692.625000 Penalty: 2995.046143
	Iteration 2F: 3 clusters Score -1481693 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1481894.375000 Penalty: 2995.046143
	Iteration 3Q: 3 clusters Score -1481894 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1482088.500000 Penalty: 2995.046143
	Iteration 4Q: 3 clusters Score -1482088 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1482283.500000 Penalty: 2995.046143
	Iteration 5Q: 3 clusters Score -1482284 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1482487.750000 Penalty: 2995.046143
	Iteration 6Q: 3 clusters Score -1482488 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1482675.000000 Penalty: 2995.046143
	Iteration 7Q: 3 clusters Score -1482675 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1482855.125000 Penalty: 2995.046143
	Iteration 8Q: 3 clusters Score -1482855 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1483017.250000 Penalty: 2995.046143
	Iteration 9Q: 3 clusters Score -1483017 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1483195.375000 Penalty: 2995.046143
	Iteration 10Q: 3 clusters Score -1483195 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1483347.875000 Penalty: 2995.046143
	Iteration 11Q: 3 clusters Score -1483348 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1483528.000000 Penalty: 2995.046143
	Iteration 12Q: 3 clusters Score -1483528 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1483725.375000 Penalty: 2995.046143
	Iteration 13Q: 3 clusters Score -1483725 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1483981.250000 Penalty: 2995.046143
	Iteration 14Q: 3 clusters Score -1483981 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1484266.875000 Penalty: 2995.046143
	Iteration 15Q: 3 clusters Score -1484267 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1484520.750000 Penalty: 2995.046143
	Iteration 16Q: 3 clusters Score -1484521 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1484752.375000 Penalty: 2995.046143
	Iteration 17Q: 3 clusters Score -1484752 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1484896.875000 Penalty: 2995.046143
	Iteration 18Q: 3 clusters Score -1484897 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1484995.125000 Penalty: 2995.046143
	Iteration 19Q: 3 clusters Score -1484995 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1485074.000000 Penalty: 2995.046143
	Iteration 20F: 3 clusters Score -1485074 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1485141.125000 Penalty: 2995.046143
	Iteration 21Q: 3 clusters Score -1485141 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1485188.375000 Penalty: 2995.046143
	Iteration 22Q: 3 clusters Score -1485188 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1485210.750000 Penalty: 2995.046143
	Iteration 23Q: 3 clusters Score -1485211 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1485228.625000 Penalty: 2995.046143
	Iteration 24Q: 3 clusters Score -1485229 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1485238.625000 Penalty: 2995.046143
	Iteration 25Q: 3 clusters Score -1485239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1485249.375000 Penalty: 2995.046143
	Iteration 26Q: 3 clusters Score -1485249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1485254.625000 Penalty: 2995.046143
	Iteration 27Q: 3 clusters Score -1485255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1485258.250000 Penalty: 2995.046143
	Iteration 28Q: 3 clusters Score -1485258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1485263.500000 Penalty: 2995.046143
	Iteration 29Q: 3 clusters Score -1485264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1485266.125000 Penalty: 2995.046143
	Iteration 30Q: 3 clusters Score -1485266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1485269.500000 Penalty: 2995.046143
	Iteration 31Q: 3 clusters Score -1485270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1485270.125000 Penalty: 2995.046143
	Iteration 32Q: 3 clusters Score -1485270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1485275.625000 Penalty: 2995.046143
	Iteration 33Q: 3 clusters Score -1485276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1485275.375000 Penalty: 2995.046143
	Iteration 34Q: 3 clusters Score -1485275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1485276.125000 Penalty: 2995.046143
	Iteration 35Q: 3 clusters Score -1485276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1485276.125000 Penalty: 2995.046143
	Iteration 36F: 3 clusters Score -1485276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -75518.031250 Penalty: 1045.874512
	Iteration 0F: 2 clusters Score -75518.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -74361.156250 Penalty: 2091.749023
	Iteration 0F: 3 clusters Score -74361.16 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -74558.851562 Penalty: 2091.749023
	Iteration 1F: 3 clusters Score -74558.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74629.445312 Penalty: 2091.749023
	Iteration 2F: 3 clusters Score -74629.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -74677.203125 Penalty: 2091.749023
	Iteration 3Q: 3 clusters Score -74677.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74721.906250 Penalty: 2091.749023
	Iteration 4Q: 3 clusters Score -74721.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74746.625000 Penalty: 2091.749023
	Iteration 5Q: 3 clusters Score -74746.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74759.289062 Penalty: 2091.749023
	Iteration 6Q: 3 clusters Score -74759.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74762.945312 Penalty: 2091.749023
	Iteration 7Q: 3 clusters Score -74762.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74764.734375 Penalty: 2091.749023
	Iteration 8Q: 3 clusters Score -74764.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74766.843750 Penalty: 2091.749023
	Iteration 9Q: 3 clusters Score -74766.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -74767.523438 Penalty: 2091.749023
	Iteration 10Q: 3 clusters Score -74767.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -74767.523438 Penalty: 2091.749023
	Iteration 11F: 3 clusters Score -74767.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (7162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Entering Unmasked Estep 
Score: -1087863.875000 Penalty: 1442.438599
	Iteration 0F: 2 clusters Score -1087864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1082521.000000 Penalty: 2884.877197
	Iteration 0F: 3 clusters Score -1082521 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1084209.000000 Penalty: 2884.877197
	Iteration 1F: 3 clusters Score -1084209 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1084460.875000 Penalty: 2884.877197
	Iteration 2F: 3 clusters Score -1084461 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1084668.750000 Penalty: 2884.877197
	Iteration 3F: 3 clusters Score -1084669 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1084885.375000 Penalty: 2884.877197
	Iteration 4F: 3 clusters Score -1084885 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1085111.375000 Penalty: 2884.877197
	Iteration 5F: 3 clusters Score -1085111 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1085292.250000 Penalty: 2884.877197
	Iteration 6Q: 3 clusters Score -1085292 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1085489.375000 Penalty: 2884.877197
	Iteration 7Q: 3 clusters Score -1085489 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1085694.125000 Penalty: 2884.877197
	Iteration 8Q: 3 clusters Score -1085694 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1085864.000000 Penalty: 2884.877197
	Iteration 9Q: 3 clusters Score -1085864 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1086006.625000 Penalty: 2884.877197
	Iteration 10Q: 3 clusters Score -1086007 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1086123.750000 Penalty: 2884.877197
	Iteration 11Q: 3 clusters Score -1086124 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1086211.625000 Penalty: 2884.877197
	Iteration 12Q: 3 clusters Score -1086212 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1086291.250000 Penalty: 2884.877197
	Iteration 13Q: 3 clusters Score -1086291 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1086354.250000 Penalty: 2884.877197
	Iteration 14Q: 3 clusters Score -1086354 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1086404.125000 Penalty: 2884.877197
	Iteration 15Q: 3 clusters Score -1086404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1086447.500000 Penalty: 2884.877197
	Iteration 16Q: 3 clusters Score -1086448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1086486.250000 Penalty: 2884.877197
	Iteration 17Q: 3 clusters Score -1086486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1086519.625000 Penalty: 2884.877197
	Iteration 18Q: 3 clusters Score -1086520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1086541.000000 Penalty: 2884.877197
	Iteration 19Q: 3 clusters Score -1086541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1086569.250000 Penalty: 2884.877197
	Iteration 20F: 3 clusters Score -1086569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1086583.125000 Penalty: 2884.877197
	Iteration 21Q: 3 clusters Score -1086583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1086590.625000 Penalty: 2884.877197
	Iteration 22Q: 3 clusters Score -1086591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1086600.125000 Penalty: 2884.877197
	Iteration 23Q: 3 clusters Score -1086600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1086616.125000 Penalty: 2884.877197
	Iteration 24Q: 3 clusters Score -1086616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1086628.500000 Penalty: 2884.877197
	Iteration 25Q: 3 clusters Score -1086628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1086631.125000 Penalty: 2884.877197
	Iteration 26Q: 3 clusters Score -1086631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1086632.625000 Penalty: 2884.877197
	Iteration 27Q: 3 clusters Score -1086633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1086634.000000 Penalty: 2884.877197
	Iteration 28Q: 3 clusters Score -1086634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1086637.875000 Penalty: 2884.877197
	Iteration 29Q: 3 clusters Score -1086638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1086640.500000 Penalty: 2884.877197
	Iteration 30Q: 3 clusters Score -1086640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1086641.250000 Penalty: 2884.877197
	Iteration 31Q: 3 clusters Score -1086641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1086642.625000 Penalty: 2884.877197
	Iteration 32Q: 3 clusters Score -1086643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1086643.875000 Penalty: 2884.877197
	Iteration 33Q: 3 clusters Score -1086644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1086643.875000 Penalty: 2884.877197
	Iteration 34F: 3 clusters Score -1086644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (20965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Entering Unmasked Estep 
Score: -3197263.000000 Penalty: 1616.973999
	Iteration 0F: 2 clusters Score -3197263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -3184574.000000 Penalty: 3233.947998
	Iteration 0F: 3 clusters Score -3184574 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -3189893.500000 Penalty: 3233.947998
	Iteration 1F: 3 clusters Score -3189894 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -3190230.500000 Penalty: 3233.947998
	Iteration 2F: 3 clusters Score -3190230 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -3190542.750000 Penalty: 3233.947998
	Iteration 3Q: 3 clusters Score -3190543 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -3190871.250000 Penalty: 3233.947998
	Iteration 4Q: 3 clusters Score -3190871 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -3191240.750000 Penalty: 3233.947998
	Iteration 5Q: 3 clusters Score -3191241 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3191622.500000 Penalty: 3233.947998
	Iteration 6Q: 3 clusters Score -3191622 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3192058.500000 Penalty: 3233.947998
	Iteration 7Q: 3 clusters Score -3192058 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3192536.000000 Penalty: 3233.947998
	Iteration 8Q: 3 clusters Score -3192536 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -3193016.500000 Penalty: 3233.947998
	Iteration 9Q: 3 clusters Score -3193016 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3193513.250000 Penalty: 3233.947998
	Iteration 10Q: 3 clusters Score -3193513 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3193889.250000 Penalty: 3233.947998
	Iteration 11Q: 3 clusters Score -3193889 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -3194163.250000 Penalty: 3233.947998
	Iteration 12Q: 3 clusters Score -3194163 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3194320.000000 Penalty: 3233.947998
	Iteration 13Q: 3 clusters Score -3194320 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3194458.500000 Penalty: 3233.947998
	Iteration 14Q: 3 clusters Score -3194458 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -3194560.500000 Penalty: 3233.947998
	Iteration 15Q: 3 clusters Score -3194560 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3194632.250000 Penalty: 3233.947998
	Iteration 16Q: 3 clusters Score -3194632 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -3194708.750000 Penalty: 3233.947998
	Iteration 17Q: 3 clusters Score -3194709 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -3194788.750000 Penalty: 3233.947998
	Iteration 18Q: 3 clusters Score -3194789 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -3194873.250000 Penalty: 3233.947998
	Iteration 19Q: 3 clusters Score -3194873 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -3194934.000000 Penalty: 3233.947998
	Iteration 20F: 3 clusters Score -3194934 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -3195003.500000 Penalty: 3233.947998
	Iteration 21Q: 3 clusters Score -3195004 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -3195057.000000 Penalty: 3233.947998
	Iteration 22Q: 3 clusters Score -3195057 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -3195131.750000 Penalty: 3233.947998
	Iteration 23Q: 3 clusters Score -3195132 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -3195185.750000 Penalty: 3233.947998
	Iteration 24Q: 3 clusters Score -3195186 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -3195246.750000 Penalty: 3233.947998
	Iteration 25Q: 3 clusters Score -3195247 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -3195322.500000 Penalty: 3233.947998
	Iteration 26Q: 3 clusters Score -3195322 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -3195392.750000 Penalty: 3233.947998
	Iteration 27Q: 3 clusters Score -3195393 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3195429.750000 Penalty: 3233.947998
	Iteration 28Q: 3 clusters Score -3195430 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -3195463.000000 Penalty: 3233.947998
	Iteration 29Q: 3 clusters Score -3195463 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -3195488.750000 Penalty: 3233.947998
	Iteration 30Q: 3 clusters Score -3195489 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -3195527.250000 Penalty: 3233.947998
	Iteration 31Q: 3 clusters Score -3195527 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -3195540.000000 Penalty: 3233.947998
	Iteration 32Q: 3 clusters Score -3195540 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -3195569.000000 Penalty: 3233.947998
	Iteration 33Q: 3 clusters Score -3195569 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -3195585.000000 Penalty: 3233.947998
	Iteration 34Q: 3 clusters Score -3195585 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3195604.250000 Penalty: 3233.947998
	Iteration 35Q: 3 clusters Score -3195604 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -3195613.250000 Penalty: 3233.947998
	Iteration 36Q: 3 clusters Score -3195613 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -3195632.500000 Penalty: 3233.947998
	Iteration 37Q: 3 clusters Score -3195632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3195634.250000 Penalty: 3233.947998
	Iteration 38Q: 3 clusters Score -3195634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -3195641.750000 Penalty: 3233.947998
	Iteration 39Q: 3 clusters Score -3195642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -3195658.500000 Penalty: 3233.947998
	Iteration 40F: 3 clusters Score -3195658 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -3195663.250000 Penalty: 3233.947998
	Iteration 41Q: 3 clusters Score -3195663 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3195671.500000 Penalty: 3233.947998
	Iteration 42Q: 3 clusters Score -3195672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -3195679.000000 Penalty: 3233.947998
	Iteration 43Q: 3 clusters Score -3195679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -3195677.500000 Penalty: 3233.947998
	Iteration 44Q: 3 clusters Score -3195678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -3195682.750000 Penalty: 3233.947998
	Iteration 45Q: 3 clusters Score -3195683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -3195689.500000 Penalty: 3233.947998
	Iteration 46Q: 3 clusters Score -3195690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3195700.250000 Penalty: 3233.947998
	Iteration 47Q: 3 clusters Score -3195700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -3195713.250000 Penalty: 3233.947998
	Iteration 48Q: 3 clusters Score -3195713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -3195718.750000 Penalty: 3233.947998
	Iteration 49Q: 3 clusters Score -3195719 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -3195727.000000 Penalty: 3233.947998
	Iteration 50Q: 3 clusters Score -3195727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -3195741.500000 Penalty: 3233.947998
	Iteration 51Q: 3 clusters Score -3195742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -3195749.500000 Penalty: 3233.947998
	Iteration 52Q: 3 clusters Score -3195750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -3195761.500000 Penalty: 3233.947998
	Iteration 53Q: 3 clusters Score -3195762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -3195771.750000 Penalty: 3233.947998
	Iteration 54Q: 3 clusters Score -3195772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -3195782.000000 Penalty: 3233.947998
	Iteration 55Q: 3 clusters Score -3195782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -3195791.000000 Penalty: 3233.947998
	Iteration 56Q: 3 clusters Score -3195791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -3195792.250000 Penalty: 3233.947998
	Iteration 57Q: 3 clusters Score -3195792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3195794.500000 Penalty: 3233.947998
	Iteration 58Q: 3 clusters Score -3195794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -3195793.000000 Penalty: 3233.947998
	Iteration 59Q: 3 clusters Score -3195793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3195793.250000 Penalty: 3233.947998
	Iteration 60F: 3 clusters Score -3195793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -3195796.250000 Penalty: 3233.947998
	Iteration 61Q: 3 clusters Score -3195796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -3195796.750000 Penalty: 3233.947998
	Iteration 62Q: 3 clusters Score -3195797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -3195797.000000 Penalty: 3233.947998
	Iteration 63Q: 3 clusters Score -3195797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3195797.750000 Penalty: 3233.947998
	Iteration 64Q: 3 clusters Score -3195798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -3195795.250000 Penalty: 3233.947998
	Iteration 65Q: 3 clusters Score -3195795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -3195798.500000 Penalty: 3233.947998
	Iteration 66Q: 3 clusters Score -3195798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3195803.500000 Penalty: 3233.947998
	Iteration 67Q: 3 clusters Score -3195804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -3195803.750000 Penalty: 3233.947998
	Iteration 68Q: 3 clusters Score -3195804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -3195805.000000 Penalty: 3233.947998
	Iteration 69Q: 3 clusters Score -3195805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -3195809.000000 Penalty: 3233.947998
	Iteration 70Q: 3 clusters Score -3195809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -3195822.000000 Penalty: 3233.947998
	Iteration 71Q: 3 clusters Score -3195822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -3195830.500000 Penalty: 3233.947998
	Iteration 72Q: 3 clusters Score -3195830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -3195831.500000 Penalty: 3233.947998
	Iteration 73Q: 3 clusters Score -3195832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -3195828.750000 Penalty: 3233.947998
	Iteration 74Q: 3 clusters Score -3195829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -3195834.000000 Penalty: 3233.947998
	Iteration 75Q: 3 clusters Score -3195834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -3195836.000000 Penalty: 3233.947998
	Iteration 76Q: 3 clusters Score -3195836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -3195836.000000 Penalty: 3233.947998
	Iteration 77Q: 3 clusters Score -3195836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -3195839.000000 Penalty: 3233.947998
	Iteration 78Q: 3 clusters Score -3195839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -3195839.000000 Penalty: 3233.947998
	Iteration 79Q: 3 clusters Score -3195839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -3195843.250000 Penalty: 3233.947998
	Iteration 80F: 3 clusters Score -3195843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -3195847.500000 Penalty: 3233.947998
	Iteration 81Q: 3 clusters Score -3195848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3195848.500000 Penalty: 3233.947998
	Iteration 82Q: 3 clusters Score -3195848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3195856.000000 Penalty: 3233.947998
	Iteration 83Q: 3 clusters Score -3195856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -3195863.000000 Penalty: 3233.947998
	Iteration 84Q: 3 clusters Score -3195863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -3195876.000000 Penalty: 3233.947998
	Iteration 85Q: 3 clusters Score -3195876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -3195878.500000 Penalty: 3233.947998
	Iteration 86Q: 3 clusters Score -3195878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -3195883.000000 Penalty: 3233.947998
	Iteration 87Q: 3 clusters Score -3195883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -3195887.750000 Penalty: 3233.947998
	Iteration 88Q: 3 clusters Score -3195888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -3195883.500000 Penalty: 3233.947998
	Iteration 89Q: 3 clusters Score -3195884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -3195887.250000 Penalty: 3233.947998
	Iteration 90Q: 3 clusters Score -3195887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3195891.000000 Penalty: 3233.947998
	Iteration 91Q: 3 clusters Score -3195891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -3195889.750000 Penalty: 3233.947998
	Iteration 92Q: 3 clusters Score -3195890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -3195894.000000 Penalty: 3233.947998
	Iteration 93Q: 3 clusters Score -3195894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -3195911.250000 Penalty: 3233.947998
	Iteration 94Q: 3 clusters Score -3195911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -3195923.250000 Penalty: 3233.947998
	Iteration 95Q: 3 clusters Score -3195923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3195929.750000 Penalty: 3233.947998
	Iteration 96Q: 3 clusters Score -3195930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -3195938.500000 Penalty: 3233.947998
	Iteration 97Q: 3 clusters Score -3195938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -3195947.500000 Penalty: 3233.947998
	Iteration 98Q: 3 clusters Score -3195948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -3195948.750000 Penalty: 3233.947998
	Iteration 99Q: 3 clusters Score -3195949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -3195950.500000 Penalty: 3233.947998
	Iteration 100F: 3 clusters Score -3195950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -3195953.250000 Penalty: 3233.947998
	Iteration 101Q: 3 clusters Score -3195953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -3195961.250000 Penalty: 3233.947998
	Iteration 102Q: 3 clusters Score -3195961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -3195962.500000 Penalty: 3233.947998
	Iteration 103Q: 3 clusters Score -3195962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -3195965.750000 Penalty: 3233.947998
	Iteration 104Q: 3 clusters Score -3195966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -3195963.750000 Penalty: 3233.947998
	Iteration 105Q: 3 clusters Score -3195964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -3195965.500000 Penalty: 3233.947998
	Iteration 106Q: 3 clusters Score -3195966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -3195964.500000 Penalty: 3233.947998
	Iteration 107Q: 3 clusters Score -3195964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -3195965.500000 Penalty: 3233.947998
	Iteration 108Q: 3 clusters Score -3195966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -3195968.000000 Penalty: 3233.947998
	Iteration 109Q: 3 clusters Score -3195968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3195971.500000 Penalty: 3233.947998
	Iteration 110Q: 3 clusters Score -3195972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -3195975.250000 Penalty: 3233.947998
	Iteration 111Q: 3 clusters Score -3195975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -3195974.000000 Penalty: 3233.947998
	Iteration 112Q: 3 clusters Score -3195974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3195983.500000 Penalty: 3233.947998
	Iteration 113Q: 3 clusters Score -3195984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -3195986.250000 Penalty: 3233.947998
	Iteration 114Q: 3 clusters Score -3195986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -3195996.750000 Penalty: 3233.947998
	Iteration 115Q: 3 clusters Score -3195997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -3196010.250000 Penalty: 3233.947998
	Iteration 116Q: 3 clusters Score -3196010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -3196018.500000 Penalty: 3233.947998
	Iteration 117Q: 3 clusters Score -3196018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -3196016.250000 Penalty: 3233.947998
	Iteration 118Q: 3 clusters Score -3196016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -3196030.000000 Penalty: 3233.947998
	Iteration 119Q: 3 clusters Score -3196030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -3196024.500000 Penalty: 3233.947998
	Iteration 120F: 3 clusters Score -3196024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -3196029.000000 Penalty: 3233.947998
	Iteration 121Q: 3 clusters Score -3196029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -3196023.750000 Penalty: 3233.947998
	Iteration 122Q: 3 clusters Score -3196024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -3196023.750000 Penalty: 3233.947998
	Iteration 123F: 3 clusters Score -3196024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (9447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Entering Unmasked Estep 
Score: -1427472.375000 Penalty: 1487.436035
	Iteration 0F: 2 clusters Score -1427472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1420769.625000 Penalty: 2974.872070
	Iteration 0F: 3 clusters Score -1420770 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1422976.625000 Penalty: 2974.872070
	Iteration 1F: 3 clusters Score -1422977 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1423307.750000 Penalty: 2974.872070
	Iteration 2F: 3 clusters Score -1423308 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1423622.750000 Penalty: 2974.872070
	Iteration 3F: 3 clusters Score -1423623 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1423915.625000 Penalty: 2974.872070
	Iteration 4F: 3 clusters Score -1423916 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1424195.000000 Penalty: 2974.872070
	Iteration 5F: 3 clusters Score -1424195 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1424488.000000 Penalty: 2974.872070
	Iteration 6F: 3 clusters Score -1424488 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1424811.375000 Penalty: 2974.872070
	Iteration 7Q: 3 clusters Score -1424811 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1425105.250000 Penalty: 2974.872070
	Iteration 8Q: 3 clusters Score -1425105 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1425322.125000 Penalty: 2974.872070
	Iteration 9Q: 3 clusters Score -1425322 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1425499.125000 Penalty: 2974.872070
	Iteration 10Q: 3 clusters Score -1425499 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1425630.000000 Penalty: 2974.872070
	Iteration 11Q: 3 clusters Score -1425630 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1425743.875000 Penalty: 2974.872070
	Iteration 12Q: 3 clusters Score -1425744 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1425830.375000 Penalty: 2974.872070
	Iteration 13Q: 3 clusters Score -1425830 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1425882.250000 Penalty: 2974.872070
	Iteration 14Q: 3 clusters Score -1425882 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1425922.875000 Penalty: 2974.872070
	Iteration 15Q: 3 clusters Score -1425923 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1425964.125000 Penalty: 2974.872070
	Iteration 16Q: 3 clusters Score -1425964 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1425996.375000 Penalty: 2974.872070
	Iteration 17Q: 3 clusters Score -1425996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1426028.500000 Penalty: 2974.872070
	Iteration 18Q: 3 clusters Score -1426028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1426043.375000 Penalty: 2974.872070
	Iteration 19Q: 3 clusters Score -1426043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1426052.875000 Penalty: 2974.872070
	Iteration 20F: 3 clusters Score -1426053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1426057.750000 Penalty: 2974.872070
	Iteration 21Q: 3 clusters Score -1426058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1426064.750000 Penalty: 2974.872070
	Iteration 22Q: 3 clusters Score -1426065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1426067.375000 Penalty: 2974.872070
	Iteration 23Q: 3 clusters Score -1426067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1426076.250000 Penalty: 2974.872070
	Iteration 24Q: 3 clusters Score -1426076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1426083.625000 Penalty: 2974.872070
	Iteration 25Q: 3 clusters Score -1426084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1426089.875000 Penalty: 2974.872070
	Iteration 26Q: 3 clusters Score -1426090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1426097.125000 Penalty: 2974.872070
	Iteration 27Q: 3 clusters Score -1426097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1426105.875000 Penalty: 2974.872070
	Iteration 28Q: 3 clusters Score -1426106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1426115.250000 Penalty: 2974.872070
	Iteration 29Q: 3 clusters Score -1426115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1426123.250000 Penalty: 2974.872070
	Iteration 30Q: 3 clusters Score -1426123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1426128.750000 Penalty: 2974.872070
	Iteration 31Q: 3 clusters Score -1426129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1426133.250000 Penalty: 2974.872070
	Iteration 32Q: 3 clusters Score -1426133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1426140.625000 Penalty: 2974.872070
	Iteration 33Q: 3 clusters Score -1426141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1426146.250000 Penalty: 2974.872070
	Iteration 34Q: 3 clusters Score -1426146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1426152.000000 Penalty: 2974.872070
	Iteration 35Q: 3 clusters Score -1426152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1426157.000000 Penalty: 2974.872070
	Iteration 36Q: 3 clusters Score -1426157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1426168.000000 Penalty: 2974.872070
	Iteration 37Q: 3 clusters Score -1426168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1426171.875000 Penalty: 2974.872070
	Iteration 38Q: 3 clusters Score -1426172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1426177.375000 Penalty: 2974.872070
	Iteration 39Q: 3 clusters Score -1426177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1426178.500000 Penalty: 2974.872070
	Iteration 40F: 3 clusters Score -1426178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1426181.375000 Penalty: 2974.872070
	Iteration 41Q: 3 clusters Score -1426181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1426184.250000 Penalty: 2974.872070
	Iteration 42Q: 3 clusters Score -1426184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1426183.625000 Penalty: 2974.872070
	Iteration 43Q: 3 clusters Score -1426184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1426184.125000 Penalty: 2974.872070
	Iteration 44Q: 3 clusters Score -1426184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1426184.500000 Penalty: 2974.872070
	Iteration 45Q: 3 clusters Score -1426184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1426184.500000 Penalty: 2974.872070
	Iteration 46F: 3 clusters Score -1426184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (20890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Entering Unmasked Estep 
Score: -3189837.250000 Penalty: 1616.391724
	Iteration 0F: 2 clusters Score -3189837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -3177377.250000 Penalty: 3232.783447
	Iteration 0F: 3 clusters Score -3177377 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -3182640.500000 Penalty: 3232.783447
	Iteration 1F: 3 clusters Score -3182640 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3182999.250000 Penalty: 3232.783447
	Iteration 2F: 3 clusters Score -3182999 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -3183349.750000 Penalty: 3232.783447
	Iteration 3F: 3 clusters Score -3183350 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3183746.750000 Penalty: 3232.783447
	Iteration 4F: 3 clusters Score -3183747 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3184241.750000 Penalty: 3232.783447
	Iteration 5F: 3 clusters Score -3184242 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -3184817.250000 Penalty: 3232.783447
	Iteration 6F: 3 clusters Score -3184817 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -3185481.500000 Penalty: 3232.783447
	Iteration 7F: 3 clusters Score -3185482 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -3186032.250000 Penalty: 3232.783447
	Iteration 8Q: 3 clusters Score -3186032 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -3186477.000000 Penalty: 3232.783447
	Iteration 9Q: 3 clusters Score -3186477 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -3186784.750000 Penalty: 3232.783447
	Iteration 10Q: 3 clusters Score -3186785 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -3186982.000000 Penalty: 3232.783447
	Iteration 11Q: 3 clusters Score -3186982 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -3187095.500000 Penalty: 3232.783447
	Iteration 12Q: 3 clusters Score -3187096 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -3187182.500000 Penalty: 3232.783447
	Iteration 13Q: 3 clusters Score -3187182 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -3187243.500000 Penalty: 3232.783447
	Iteration 14Q: 3 clusters Score -3187244 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3187295.000000 Penalty: 3232.783447
	Iteration 15Q: 3 clusters Score -3187295 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -3187322.750000 Penalty: 3232.783447
	Iteration 16Q: 3 clusters Score -3187323 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3187366.750000 Penalty: 3232.783447
	Iteration 17Q: 3 clusters Score -3187367 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -3187385.750000 Penalty: 3232.783447
	Iteration 18Q: 3 clusters Score -3187386 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -3187424.000000 Penalty: 3232.783447
	Iteration 19Q: 3 clusters Score -3187424 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -3187464.000000 Penalty: 3232.783447
	Iteration 20F: 3 clusters Score -3187464 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -3187482.500000 Penalty: 3232.783447
	Iteration 21Q: 3 clusters Score -3187482 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -3187513.000000 Penalty: 3232.783447
	Iteration 22Q: 3 clusters Score -3187513 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3187549.250000 Penalty: 3232.783447
	Iteration 23Q: 3 clusters Score -3187549 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -3187564.500000 Penalty: 3232.783447
	Iteration 24Q: 3 clusters Score -3187564 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -3187600.250000 Penalty: 3232.783447
	Iteration 25Q: 3 clusters Score -3187600 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -3187612.250000 Penalty: 3232.783447
	Iteration 26Q: 3 clusters Score -3187612 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3187642.250000 Penalty: 3232.783447
	Iteration 27Q: 3 clusters Score -3187642 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -3187671.000000 Penalty: 3232.783447
	Iteration 28Q: 3 clusters Score -3187671 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -3187691.000000 Penalty: 3232.783447
	Iteration 29Q: 3 clusters Score -3187691 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -3187705.000000 Penalty: 3232.783447
	Iteration 30Q: 3 clusters Score -3187705 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -3187731.750000 Penalty: 3232.783447
	Iteration 31Q: 3 clusters Score -3187732 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -3187748.750000 Penalty: 3232.783447
	Iteration 32Q: 3 clusters Score -3187749 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -3187765.000000 Penalty: 3232.783447
	Iteration 33Q: 3 clusters Score -3187765 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -3187783.250000 Penalty: 3232.783447
	Iteration 34Q: 3 clusters Score -3187783 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -3187790.000000 Penalty: 3232.783447
	Iteration 35Q: 3 clusters Score -3187790 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -3187797.000000 Penalty: 3232.783447
	Iteration 36Q: 3 clusters Score -3187797 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -3187830.500000 Penalty: 3232.783447
	Iteration 37Q: 3 clusters Score -3187830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -3187848.500000 Penalty: 3232.783447
	Iteration 38Q: 3 clusters Score -3187848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -3187855.500000 Penalty: 3232.783447
	Iteration 39Q: 3 clusters Score -3187856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -3187871.000000 Penalty: 3232.783447
	Iteration 40F: 3 clusters Score -3187871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -3187870.500000 Penalty: 3232.783447
	Iteration 41Q: 3 clusters Score -3187870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -3187893.250000 Penalty: 3232.783447
	Iteration 42Q: 3 clusters Score -3187893 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -3187915.000000 Penalty: 3232.783447
	Iteration 43Q: 3 clusters Score -3187915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -3187924.000000 Penalty: 3232.783447
	Iteration 44Q: 3 clusters Score -3187924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -3187936.000000 Penalty: 3232.783447
	Iteration 45Q: 3 clusters Score -3187936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -3187955.500000 Penalty: 3232.783447
	Iteration 46Q: 3 clusters Score -3187956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -3187973.000000 Penalty: 3232.783447
	Iteration 47Q: 3 clusters Score -3187973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -3187986.250000 Penalty: 3232.783447
	Iteration 48Q: 3 clusters Score -3187986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -3187992.250000 Penalty: 3232.783447
	Iteration 49Q: 3 clusters Score -3187992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -3188006.500000 Penalty: 3232.783447
	Iteration 50Q: 3 clusters Score -3188006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -3188011.750000 Penalty: 3232.783447
	Iteration 51Q: 3 clusters Score -3188012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -3188020.500000 Penalty: 3232.783447
	Iteration 52Q: 3 clusters Score -3188020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -3188027.000000 Penalty: 3232.783447
	Iteration 53Q: 3 clusters Score -3188027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -3188037.500000 Penalty: 3232.783447
	Iteration 54Q: 3 clusters Score -3188038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3188045.250000 Penalty: 3232.783447
	Iteration 55Q: 3 clusters Score -3188045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -3188060.000000 Penalty: 3232.783447
	Iteration 56Q: 3 clusters Score -3188060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -3188052.750000 Penalty: 3232.783447
	Iteration 57Q: 3 clusters Score -3188053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3188054.750000 Penalty: 3232.783447
	Iteration 58Q: 3 clusters Score -3188055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3188065.250000 Penalty: 3232.783447
	Iteration 59Q: 3 clusters Score -3188065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -3188073.750000 Penalty: 3232.783447
	Iteration 60F: 3 clusters Score -3188074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -3188074.500000 Penalty: 3232.783447
	Iteration 61Q: 3 clusters Score -3188074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -3188083.500000 Penalty: 3232.783447
	Iteration 62Q: 3 clusters Score -3188084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -3188086.000000 Penalty: 3232.783447
	Iteration 63Q: 3 clusters Score -3188086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -3188090.000000 Penalty: 3232.783447
	Iteration 64Q: 3 clusters Score -3188090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -3188094.000000 Penalty: 3232.783447
	Iteration 65Q: 3 clusters Score -3188094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -3188093.750000 Penalty: 3232.783447
	Iteration 66Q: 3 clusters Score -3188094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -3188102.000000 Penalty: 3232.783447
	Iteration 67Q: 3 clusters Score -3188102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3188106.500000 Penalty: 3232.783447
	Iteration 68Q: 3 clusters Score -3188106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -3188115.750000 Penalty: 3232.783447
	Iteration 69Q: 3 clusters Score -3188116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -3188122.000000 Penalty: 3232.783447
	Iteration 70Q: 3 clusters Score -3188122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -3188130.250000 Penalty: 3232.783447
	Iteration 71Q: 3 clusters Score -3188130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -3188139.000000 Penalty: 3232.783447
	Iteration 72Q: 3 clusters Score -3188139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -3188133.000000 Penalty: 3232.783447
	Iteration 73Q: 3 clusters Score -3188133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -3188134.000000 Penalty: 3232.783447
	Iteration 74Q: 3 clusters Score -3188134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -3188143.750000 Penalty: 3232.783447
	Iteration 75Q: 3 clusters Score -3188144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -3188152.250000 Penalty: 3232.783447
	Iteration 76Q: 3 clusters Score -3188152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -3188159.250000 Penalty: 3232.783447
	Iteration 77Q: 3 clusters Score -3188159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3188159.750000 Penalty: 3232.783447
	Iteration 78Q: 3 clusters Score -3188160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -3188160.000000 Penalty: 3232.783447
	Iteration 79Q: 3 clusters Score -3188160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -3188158.000000 Penalty: 3232.783447
	Iteration 80F: 3 clusters Score -3188158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -3188164.000000 Penalty: 3232.783447
	Iteration 81Q: 3 clusters Score -3188164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -3188164.000000 Penalty: 3232.783447
	Iteration 82Q: 3 clusters Score -3188164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -3188173.500000 Penalty: 3232.783447
	Iteration 83Q: 3 clusters Score -3188174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -3188170.000000 Penalty: 3232.783447
	Iteration 84Q: 3 clusters Score -3188170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -3188168.750000 Penalty: 3232.783447
	Iteration 85Q: 3 clusters Score -3188169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -3188169.750000 Penalty: 3232.783447
	Iteration 86Q: 3 clusters Score -3188170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -3188166.250000 Penalty: 3232.783447
	Iteration 87Q: 3 clusters Score -3188166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -3188171.500000 Penalty: 3232.783447
	Iteration 88Q: 3 clusters Score -3188172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -3188175.250000 Penalty: 3232.783447
	Iteration 89Q: 3 clusters Score -3188175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -3188183.500000 Penalty: 3232.783447
	Iteration 90Q: 3 clusters Score -3188184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -3188189.500000 Penalty: 3232.783447
	Iteration 91Q: 3 clusters Score -3188190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -3188196.250000 Penalty: 3232.783447
	Iteration 92Q: 3 clusters Score -3188196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -3188201.000000 Penalty: 3232.783447
	Iteration 93Q: 3 clusters Score -3188201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -3188202.250000 Penalty: 3232.783447
	Iteration 94Q: 3 clusters Score -3188202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3188203.750000 Penalty: 3232.783447
	Iteration 95Q: 3 clusters Score -3188204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3188215.250000 Penalty: 3232.783447
	Iteration 96Q: 3 clusters Score -3188215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -3188219.750000 Penalty: 3232.783447
	Iteration 97Q: 3 clusters Score -3188220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -3188228.000000 Penalty: 3232.783447
	Iteration 98Q: 3 clusters Score -3188228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3188230.250000 Penalty: 3232.783447
	Iteration 99Q: 3 clusters Score -3188230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -3188235.250000 Penalty: 3232.783447
	Iteration 100F: 3 clusters Score -3188235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -3188232.500000 Penalty: 3232.783447
	Iteration 101Q: 3 clusters Score -3188232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -3188234.000000 Penalty: 3232.783447
	Iteration 102Q: 3 clusters Score -3188234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -3188244.250000 Penalty: 3232.783447
	Iteration 103Q: 3 clusters Score -3188244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -3188238.250000 Penalty: 3232.783447
	Iteration 104Q: 3 clusters Score -3188238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -3188238.250000 Penalty: 3232.783447
	Iteration 105F: 3 clusters Score -3188238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Entering Unmasked Estep 
Score: -162449.296875 Penalty: 1170.068970
	Iteration 0F: 2 clusters Score -162449.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -160796.218750 Penalty: 2340.137939
	Iteration 0F: 3 clusters Score -160796.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -161127.671875 Penalty: 2340.137939
	Iteration 1F: 3 clusters Score -161127.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -161229.015625 Penalty: 2340.137939
	Iteration 2F: 3 clusters Score -161229 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -161267.531250 Penalty: 2340.137939
	Iteration 3Q: 3 clusters Score -161267.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -161290.640625 Penalty: 2340.137939
	Iteration 4Q: 3 clusters Score -161290.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -161310.062500 Penalty: 2340.137939
	Iteration 5Q: 3 clusters Score -161310.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -161321.875000 Penalty: 2340.137939
	Iteration 6Q: 3 clusters Score -161321.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -161337.234375 Penalty: 2340.137939
	Iteration 7Q: 3 clusters Score -161337.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -161351.109375 Penalty: 2340.137939
	Iteration 8Q: 3 clusters Score -161351.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -161362.406250 Penalty: 2340.137939
	Iteration 9Q: 3 clusters Score -161362.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -161374.750000 Penalty: 2340.137939
	Iteration 10Q: 3 clusters Score -161374.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -161383.031250 Penalty: 2340.137939
	Iteration 11Q: 3 clusters Score -161383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -161392.859375 Penalty: 2340.137939
	Iteration 12Q: 3 clusters Score -161392.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -161400.078125 Penalty: 2340.137939
	Iteration 13Q: 3 clusters Score -161400.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -161406.078125 Penalty: 2340.137939
	Iteration 14Q: 3 clusters Score -161406.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -161412.187500 Penalty: 2340.137939
	Iteration 15Q: 3 clusters Score -161412.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -161419.093750 Penalty: 2340.137939
	Iteration 16Q: 3 clusters Score -161419.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -161422.359375 Penalty: 2340.137939
	Iteration 17Q: 3 clusters Score -161422.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -161424.031250 Penalty: 2340.137939
	Iteration 18Q: 3 clusters Score -161424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -161425.125000 Penalty: 2340.137939
	Iteration 19Q: 3 clusters Score -161425.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -161428.718750 Penalty: 2340.137939
	Iteration 20F: 3 clusters Score -161428.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -161431.406250 Penalty: 2340.137939
	Iteration 21Q: 3 clusters Score -161431.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -161433.015625 Penalty: 2340.137939
	Iteration 22Q: 3 clusters Score -161433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -161434.156250 Penalty: 2340.137939
	Iteration 23Q: 3 clusters Score -161434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -161435.296875 Penalty: 2340.137939
	Iteration 24Q: 3 clusters Score -161435.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -161436.515625 Penalty: 2340.137939
	Iteration 25Q: 3 clusters Score -161436.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -161437.671875 Penalty: 2340.137939
	Iteration 26Q: 3 clusters Score -161437.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -161439.015625 Penalty: 2340.137939
	Iteration 27Q: 3 clusters Score -161439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -161440.562500 Penalty: 2340.137939
	Iteration 28Q: 3 clusters Score -161440.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -161440.562500 Penalty: 2340.137939
	Iteration 29F: 3 clusters Score -161440.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (2189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Entering Unmasked Estep 
Score: -307404.468750 Penalty: 1249.820068
	Iteration 0F: 2 clusters Score -307404.5 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 1110 members 
Entering Unmasked Estep 
Score: -305198.093750 Penalty: 2499.640137
	Iteration 0F: 3 clusters Score -305198.1 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -305681.625000 Penalty: 2499.640137
	Iteration 1F: 3 clusters Score -305681.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -305820.718750 Penalty: 2499.640137
	Iteration 2F: 3 clusters Score -305820.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -305902.281250 Penalty: 2499.640137
	Iteration 3F: 3 clusters Score -305902.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -305957.031250 Penalty: 2499.640137
	Iteration 4Q: 3 clusters Score -305957 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -305993.875000 Penalty: 2499.640137
	Iteration 5Q: 3 clusters Score -305993.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -306024.531250 Penalty: 2499.640137
	Iteration 6Q: 3 clusters Score -306024.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -306047.656250 Penalty: 2499.640137
	Iteration 7Q: 3 clusters Score -306047.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -306062.156250 Penalty: 2499.640137
	Iteration 8Q: 3 clusters Score -306062.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -306078.437500 Penalty: 2499.640137
	Iteration 9Q: 3 clusters Score -306078.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -306092.687500 Penalty: 2499.640137
	Iteration 10Q: 3 clusters Score -306092.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -306101.750000 Penalty: 2499.640137
	Iteration 11Q: 3 clusters Score -306101.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -306107.281250 Penalty: 2499.640137
	Iteration 12Q: 3 clusters Score -306107.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -306115.625000 Penalty: 2499.640137
	Iteration 13Q: 3 clusters Score -306115.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -306123.500000 Penalty: 2499.640137
	Iteration 14Q: 3 clusters Score -306123.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -306134.406250 Penalty: 2499.640137
	Iteration 15Q: 3 clusters Score -306134.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -306141.000000 Penalty: 2499.640137
	Iteration 16Q: 3 clusters Score -306141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -306145.906250 Penalty: 2499.640137
	Iteration 17Q: 3 clusters Score -306145.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -306151.000000 Penalty: 2499.640137
	Iteration 18Q: 3 clusters Score -306151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -306157.062500 Penalty: 2499.640137
	Iteration 19Q: 3 clusters Score -306157.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -306161.031250 Penalty: 2499.640137
	Iteration 20F: 3 clusters Score -306161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -306167.000000 Penalty: 2499.640137
	Iteration 21Q: 3 clusters Score -306167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -306173.312500 Penalty: 2499.640137
	Iteration 22Q: 3 clusters Score -306173.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -306177.031250 Penalty: 2499.640137
	Iteration 23Q: 3 clusters Score -306177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -306180.062500 Penalty: 2499.640137
	Iteration 24Q: 3 clusters Score -306180.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -306183.531250 Penalty: 2499.640137
	Iteration 25Q: 3 clusters Score -306183.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -306188.875000 Penalty: 2499.640137
	Iteration 26Q: 3 clusters Score -306188.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -306195.062500 Penalty: 2499.640137
	Iteration 27Q: 3 clusters Score -306195.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -306200.718750 Penalty: 2499.640137
	Iteration 28Q: 3 clusters Score -306200.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -306204.343750 Penalty: 2499.640137
	Iteration 29Q: 3 clusters Score -306204.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -306207.718750 Penalty: 2499.640137
	Iteration 30Q: 3 clusters Score -306207.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -306211.718750 Penalty: 2499.640137
	Iteration 31Q: 3 clusters Score -306211.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -306214.656250 Penalty: 2499.640137
	Iteration 32Q: 3 clusters Score -306214.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -306216.437500 Penalty: 2499.640137
	Iteration 33Q: 3 clusters Score -306216.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -306217.500000 Penalty: 2499.640137
	Iteration 34Q: 3 clusters Score -306217.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -306219.281250 Penalty: 2499.640137
	Iteration 35Q: 3 clusters Score -306219.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -306220.531250 Penalty: 2499.640137
	Iteration 36Q: 3 clusters Score -306220.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -306222.375000 Penalty: 2499.640137
	Iteration 37Q: 3 clusters Score -306222.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -306223.656250 Penalty: 2499.640137
	Iteration 38Q: 3 clusters Score -306223.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -306223.968750 Penalty: 2499.640137
	Iteration 39Q: 3 clusters Score -306224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -306224.812500 Penalty: 2499.640137
	Iteration 40F: 3 clusters Score -306224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -306226.031250 Penalty: 2499.640137
	Iteration 41Q: 3 clusters Score -306226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -306227.718750 Penalty: 2499.640137
	Iteration 42Q: 3 clusters Score -306227.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -306228.656250 Penalty: 2499.640137
	Iteration 43Q: 3 clusters Score -306228.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -306228.781250 Penalty: 2499.640137
	Iteration 44Q: 3 clusters Score -306228.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -306228.781250 Penalty: 2499.640137
	Iteration 45F: 3 clusters Score -306228.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -141899.359375 Penalty: 1142.226685
	Iteration 0F: 2 clusters Score -141899.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -140396.296875 Penalty: 2284.453369
	Iteration 0F: 3 clusters Score -140396.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -140703.703125 Penalty: 2284.453369
	Iteration 1F: 3 clusters Score -140703.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -140821.250000 Penalty: 2284.453369
	Iteration 2F: 3 clusters Score -140821.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -140896.187500 Penalty: 2284.453369
	Iteration 3F: 3 clusters Score -140896.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -140941.671875 Penalty: 2284.453369
	Iteration 4Q: 3 clusters Score -140941.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -140978.609375 Penalty: 2284.453369
	Iteration 5Q: 3 clusters Score -140978.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -141018.765625 Penalty: 2284.453369
	Iteration 6Q: 3 clusters Score -141018.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -141048.859375 Penalty: 2284.453369
	Iteration 7Q: 3 clusters Score -141048.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -141079.687500 Penalty: 2284.453369
	Iteration 8Q: 3 clusters Score -141079.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -141098.421875 Penalty: 2284.453369
	Iteration 9Q: 3 clusters Score -141098.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -141127.828125 Penalty: 2284.453369
	Iteration 10Q: 3 clusters Score -141127.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -141150.000000 Penalty: 2284.453369
	Iteration 11Q: 3 clusters Score -141150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -141169.406250 Penalty: 2284.453369
	Iteration 12Q: 3 clusters Score -141169.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -141182.734375 Penalty: 2284.453369
	Iteration 13Q: 3 clusters Score -141182.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -141191.890625 Penalty: 2284.453369
	Iteration 14Q: 3 clusters Score -141191.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -141196.843750 Penalty: 2284.453369
	Iteration 15Q: 3 clusters Score -141196.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -141206.390625 Penalty: 2284.453369
	Iteration 16Q: 3 clusters Score -141206.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -141218.875000 Penalty: 2284.453369
	Iteration 17Q: 3 clusters Score -141218.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -141230.531250 Penalty: 2284.453369
	Iteration 18Q: 3 clusters Score -141230.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -141244.750000 Penalty: 2284.453369
	Iteration 19Q: 3 clusters Score -141244.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -141259.937500 Penalty: 2284.453369
	Iteration 20F: 3 clusters Score -141259.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -141270.187500 Penalty: 2284.453369
	Iteration 21Q: 3 clusters Score -141270.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -141284.281250 Penalty: 2284.453369
	Iteration 22Q: 3 clusters Score -141284.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -141295.593750 Penalty: 2284.453369
	Iteration 23Q: 3 clusters Score -141295.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -141304.265625 Penalty: 2284.453369
	Iteration 24Q: 3 clusters Score -141304.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -141306.750000 Penalty: 2284.453369
	Iteration 25Q: 3 clusters Score -141306.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -141307.468750 Penalty: 2284.453369
	Iteration 26Q: 3 clusters Score -141307.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -141307.968750 Penalty: 2284.453369
	Iteration 27Q: 3 clusters Score -141308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -141307.968750 Penalty: 2284.453369
	Iteration 28F: 3 clusters Score -141308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (22385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Entering Unmasked Estep 
Score: -3423867.250000 Penalty: 1627.623779
	Iteration 0F: 2 clusters Score -3423867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -3409953.000000 Penalty: 3255.247559
	Iteration 0F: 3 clusters Score -3409953 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -3415615.500000 Penalty: 3255.247559
	Iteration 1F: 3 clusters Score -3415616 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -3416135.250000 Penalty: 3255.247559
	Iteration 2F: 3 clusters Score -3416135 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3416679.250000 Penalty: 3255.247559
	Iteration 3F: 3 clusters Score -3416679 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3417354.750000 Penalty: 3255.247559
	Iteration 4F: 3 clusters Score -3417355 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -3418174.500000 Penalty: 3255.247559
	Iteration 5F: 3 clusters Score -3418174 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -3419040.250000 Penalty: 3255.247559
	Iteration 6F: 3 clusters Score -3419040 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -3419911.250000 Penalty: 3255.247559
	Iteration 7F: 3 clusters Score -3419911 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -3420728.750000 Penalty: 3255.247559
	Iteration 8F: 3 clusters Score -3420729 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -3421340.000000 Penalty: 3255.247559
	Iteration 9Q: 3 clusters Score -3421340 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -3421725.750000 Penalty: 3255.247559
	Iteration 10Q: 3 clusters Score -3421726 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -3422021.750000 Penalty: 3255.247559
	Iteration 11Q: 3 clusters Score -3422022 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -3422221.000000 Penalty: 3255.247559
	Iteration 12Q: 3 clusters Score -3422221 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -3422332.250000 Penalty: 3255.247559
	Iteration 13Q: 3 clusters Score -3422332 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -3422397.000000 Penalty: 3255.247559
	Iteration 14Q: 3 clusters Score -3422397 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -3422427.500000 Penalty: 3255.247559
	Iteration 15Q: 3 clusters Score -3422428 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -3422466.500000 Penalty: 3255.247559
	Iteration 16Q: 3 clusters Score -3422466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -3422487.750000 Penalty: 3255.247559
	Iteration 17Q: 3 clusters Score -3422488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -3422503.000000 Penalty: 3255.247559
	Iteration 18Q: 3 clusters Score -3422503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3422528.500000 Penalty: 3255.247559
	Iteration 19Q: 3 clusters Score -3422528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -3422551.500000 Penalty: 3255.247559
	Iteration 20F: 3 clusters Score -3422552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -3422575.500000 Penalty: 3255.247559
	Iteration 21Q: 3 clusters Score -3422576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -3422591.000000 Penalty: 3255.247559
	Iteration 22Q: 3 clusters Score -3422591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -3422605.250000 Penalty: 3255.247559
	Iteration 23Q: 3 clusters Score -3422605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -3422618.750000 Penalty: 3255.247559
	Iteration 24Q: 3 clusters Score -3422619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -3422635.750000 Penalty: 3255.247559
	Iteration 25Q: 3 clusters Score -3422636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -3422640.000000 Penalty: 3255.247559
	Iteration 26Q: 3 clusters Score -3422640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -3422643.750000 Penalty: 3255.247559
	Iteration 27Q: 3 clusters Score -3422644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -3422651.500000 Penalty: 3255.247559
	Iteration 28Q: 3 clusters Score -3422652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3422656.750000 Penalty: 3255.247559
	Iteration 29Q: 3 clusters Score -3422657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3422658.500000 Penalty: 3255.247559
	Iteration 30Q: 3 clusters Score -3422658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -3422655.000000 Penalty: 3255.247559
	Iteration 31Q: 3 clusters Score -3422655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -3422661.750000 Penalty: 3255.247559
	Iteration 32Q: 3 clusters Score -3422662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -3422662.750000 Penalty: 3255.247559
	Iteration 33Q: 3 clusters Score -3422663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -3422661.750000 Penalty: 3255.247559
	Iteration 34Q: 3 clusters Score -3422662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -3422661.500000 Penalty: 3255.247559
	Iteration 35Q: 3 clusters Score -3422662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3422663.500000 Penalty: 3255.247559
	Iteration 36Q: 3 clusters Score -3422664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -3422667.750000 Penalty: 3255.247559
	Iteration 37Q: 3 clusters Score -3422668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -3422668.000000 Penalty: 3255.247559
	Iteration 38Q: 3 clusters Score -3422668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -3422671.000000 Penalty: 3255.247559
	Iteration 39Q: 3 clusters Score -3422671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -3422674.000000 Penalty: 3255.247559
	Iteration 40F: 3 clusters Score -3422674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -3422671.750000 Penalty: 3255.247559
	Iteration 41Q: 3 clusters Score -3422672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -3422671.500000 Penalty: 3255.247559
	Iteration 42Q: 3 clusters Score -3422672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -3422670.500000 Penalty: 3255.247559
	Iteration 43Q: 3 clusters Score -3422670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -3422670.000000 Penalty: 3255.247559
	Iteration 44Q: 3 clusters Score -3422670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -3422670.000000 Penalty: 3255.247559
	Iteration 45F: 3 clusters Score -3422670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (7457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Entering Unmasked Estep 
Score: -1130368.875000 Penalty: 1448.997559
	Iteration 0F: 2 clusters Score -1130369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1124863.250000 Penalty: 2897.995117
	Iteration 0F: 3 clusters Score -1124863 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1126644.875000 Penalty: 2897.995117
	Iteration 1F: 3 clusters Score -1126645 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1126971.750000 Penalty: 2897.995117
	Iteration 2F: 3 clusters Score -1126972 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1127222.000000 Penalty: 2897.995117
	Iteration 3F: 3 clusters Score -1127222 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1127460.250000 Penalty: 2897.995117
	Iteration 4F: 3 clusters Score -1127460 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1127695.500000 Penalty: 2897.995117
	Iteration 5F: 3 clusters Score -1127696 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1127871.000000 Penalty: 2897.995117
	Iteration 6Q: 3 clusters Score -1127871 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1128037.500000 Penalty: 2897.995117
	Iteration 7Q: 3 clusters Score -1128038 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1128171.875000 Penalty: 2897.995117
	Iteration 8Q: 3 clusters Score -1128172 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1128313.500000 Penalty: 2897.995117
	Iteration 9Q: 3 clusters Score -1128314 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1128427.750000 Penalty: 2897.995117
	Iteration 10Q: 3 clusters Score -1128428 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1128512.375000 Penalty: 2897.995117
	Iteration 11Q: 3 clusters Score -1128512 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1128585.500000 Penalty: 2897.995117
	Iteration 12Q: 3 clusters Score -1128586 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1128663.125000 Penalty: 2897.995117
	Iteration 13Q: 3 clusters Score -1128663 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1128721.625000 Penalty: 2897.995117
	Iteration 14Q: 3 clusters Score -1128722 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1128775.125000 Penalty: 2897.995117
	Iteration 15Q: 3 clusters Score -1128775 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1128813.875000 Penalty: 2897.995117
	Iteration 16Q: 3 clusters Score -1128814 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1128857.625000 Penalty: 2897.995117
	Iteration 17Q: 3 clusters Score -1128858 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1128890.375000 Penalty: 2897.995117
	Iteration 18Q: 3 clusters Score -1128890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1128919.625000 Penalty: 2897.995117
	Iteration 19Q: 3 clusters Score -1128920 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1128953.000000 Penalty: 2897.995117
	Iteration 20F: 3 clusters Score -1128953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1128979.500000 Penalty: 2897.995117
	Iteration 21Q: 3 clusters Score -1128980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1129014.750000 Penalty: 2897.995117
	Iteration 22Q: 3 clusters Score -1129015 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1129049.875000 Penalty: 2897.995117
	Iteration 23Q: 3 clusters Score -1129050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1129082.250000 Penalty: 2897.995117
	Iteration 24Q: 3 clusters Score -1129082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1129095.750000 Penalty: 2897.995117
	Iteration 25Q: 3 clusters Score -1129096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1129107.125000 Penalty: 2897.995117
	Iteration 26Q: 3 clusters Score -1129107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1129114.625000 Penalty: 2897.995117
	Iteration 27Q: 3 clusters Score -1129115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1129116.375000 Penalty: 2897.995117
	Iteration 28Q: 3 clusters Score -1129116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1129119.750000 Penalty: 2897.995117
	Iteration 29Q: 3 clusters Score -1129120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1129122.000000 Penalty: 2897.995117
	Iteration 30Q: 3 clusters Score -1129122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1129123.750000 Penalty: 2897.995117
	Iteration 31Q: 3 clusters Score -1129124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1129127.875000 Penalty: 2897.995117
	Iteration 32Q: 3 clusters Score -1129128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1129127.875000 Penalty: 2897.995117
	Iteration 33F: 3 clusters Score -1129128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7255 members 
Mstep: Class 4 contains 13549 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1436 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 16283 members 
Mstep: Class 10 contains 2384 members 
Mstep: Class 11 contains 2364 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2314 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12558 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 20938 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19738 members 
Mstep: Class 22 contains 1591 members 
Mstep: Class 23 contains 8332 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 1942 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 855 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18597 members 
Mstep: Class 31 contains 19482 members 
Mstep: Class 32 contains 2785 members 
Mstep: Class 33 contains 1947 members 
Mstep: Class 34 contains 10019 members 
Mstep: Class 35 contains 7337 members 
Mstep: Class 36 contains 1617 members 
Mstep: Class 37 contains 3385 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16139 members 
Mstep: Class 40 contains 9906 members 
Mstep: Class 41 contains 6725 members 
Mstep: Class 42 contains 3440 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1598 members 
Mstep: Class 45 contains 2592 members 
Mstep: Class 46 contains 6074 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3003 members 
Mstep: Class 49 contains 14584 members 
Mstep: Class 50 contains 9880 members 
Mstep: Class 51 contains 19587 members 
Mstep: Class 52 contains 9955 members 
Mstep: Class 53 contains 7754 members 
Mstep: Class 54 contains 1623 members 
Mstep: Class 55 contains 844 members 
Mstep: Class 56 contains 1271 members 
Mstep: Class 57 contains 3404 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18683 members 
Mstep: Class 61 contains 15457 members 
Mstep: Class 62 contains 8760 members 
Mstep: Class 63 contains 1361 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16573 members 
Mstep: Class 67 contains 2550 members 
Mstep: Class 68 contains 13357 members 
Mstep: Class 69 contains 744 members 
Mstep: Class 70 contains 21978 members 
Mstep: Class 71 contains 23211 members 
Mstep: Class 72 contains 2023 members 
Mstep: Class 73 contains 3189 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6774 members 
Mstep: Class 76 contains 10052 members 
Mstep: Class 77 contains 624 members 
Mstep: Class 78 contains 7162 members 
Mstep: Class 79 contains 20965 members 
Mstep: Class 80 contains 9447 members 
Mstep: Class 81 contains 20890 members 
Mstep: Class 82 contains 1340 members 
Mstep: Class 83 contains 2189 members 
Mstep: Class 84 contains 1129 members 
Mstep: Class 85 contains 22385 members 
Mstep: Class 86 contains 7457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941336.000000 Penalty: 183801.937500
Iteration 159Q: 86 clusters Score -8.594134e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7252 members 
Mstep: Class 4 contains 13552 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1436 members 
Mstep: Class 8 contains 14032 members 
Mstep: Class 9 contains 16275 members 
Mstep: Class 10 contains 2384 members 
Mstep: Class 11 contains 2365 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2314 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12557 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 20930 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 1590 members 
Mstep: Class 23 contains 8332 members 
Mstep: Class 24 contains 3959 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 1940 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 856 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18592 members 
Mstep: Class 31 contains 19492 members 
Mstep: Class 32 contains 2786 members 
Mstep: Class 33 contains 1946 members 
Mstep: Class 34 contains 10019 members 
Mstep: Class 35 contains 7337 members 
Mstep: Class 36 contains 1618 members 
Mstep: Class 37 contains 3385 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16138 members 
Mstep: Class 40 contains 9913 members 
Mstep: Class 41 contains 6729 members 
Mstep: Class 42 contains 3440 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1596 members 
Mstep: Class 45 contains 2592 members 
Mstep: Class 46 contains 6073 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3006 members 
Mstep: Class 49 contains 14587 members 
Mstep: Class 50 contains 9905 members 
Mstep: Class 51 contains 19560 members 
Mstep: Class 52 contains 9956 members 
Mstep: Class 53 contains 7750 members 
Mstep: Class 54 contains 1624 members 
Mstep: Class 55 contains 844 members 
Mstep: Class 56 contains 1271 members 
Mstep: Class 57 contains 3408 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18651 members 
Mstep: Class 61 contains 15456 members 
Mstep: Class 62 contains 8759 members 
Mstep: Class 63 contains 1363 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16575 members 
Mstep: Class 67 contains 2550 members 
Mstep: Class 68 contains 13414 members 
Mstep: Class 69 contains 744 members 
Mstep: Class 70 contains 21977 members 
Mstep: Class 71 contains 23201 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3189 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6777 members 
Mstep: Class 76 contains 10052 members 
Mstep: Class 77 contains 624 members 
Mstep: Class 78 contains 7161 members 
Mstep: Class 79 contains 20964 members 
Mstep: Class 80 contains 9441 members 
Mstep: Class 81 contains 20819 members 
Mstep: Class 82 contains 1343 members 
Mstep: Class 83 contains 2189 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22404 members 
Mstep: Class 86 contains 7472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941424.000000 Penalty: 183801.937500
Iteration 160F: 86 clusters Score -8.594142e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7247 members 
Mstep: Class 4 contains 13556 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 1436 members 
Mstep: Class 8 contains 14034 members 
Mstep: Class 9 contains 16261 members 
Mstep: Class 10 contains 2384 members 
Mstep: Class 11 contains 2364 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12559 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 20920 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 1587 members 
Mstep: Class 23 contains 8330 members 
Mstep: Class 24 contains 3959 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 1939 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 855 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18601 members 
Mstep: Class 31 contains 19499 members 
Mstep: Class 32 contains 2789 members 
Mstep: Class 33 contains 1946 members 
Mstep: Class 34 contains 10019 members 
Mstep: Class 35 contains 7339 members 
Mstep: Class 36 contains 1618 members 
Mstep: Class 37 contains 3385 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16132 members 
Mstep: Class 40 contains 9916 members 
Mstep: Class 41 contains 6730 members 
Mstep: Class 42 contains 3440 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1595 members 
Mstep: Class 45 contains 2592 members 
Mstep: Class 46 contains 6071 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3010 members 
Mstep: Class 49 contains 14587 members 
Mstep: Class 50 contains 9925 members 
Mstep: Class 51 contains 19524 members 
Mstep: Class 52 contains 9958 members 
Mstep: Class 53 contains 7748 members 
Mstep: Class 54 contains 1624 members 
Mstep: Class 55 contains 844 members 
Mstep: Class 56 contains 1270 members 
Mstep: Class 57 contains 3410 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18624 members 
Mstep: Class 61 contains 15460 members 
Mstep: Class 62 contains 8756 members 
Mstep: Class 63 contains 1367 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16576 members 
Mstep: Class 67 contains 2550 members 
Mstep: Class 68 contains 13457 members 
Mstep: Class 69 contains 744 members 
Mstep: Class 70 contains 21984 members 
Mstep: Class 71 contains 23193 members 
Mstep: Class 72 contains 2025 members 
Mstep: Class 73 contains 3188 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6780 members 
Mstep: Class 76 contains 10052 members 
Mstep: Class 77 contains 625 members 
Mstep: Class 78 contains 7160 members 
Mstep: Class 79 contains 20970 members 
Mstep: Class 80 contains 9436 members 
Mstep: Class 81 contains 20754 members 
Mstep: Class 82 contains 1345 members 
Mstep: Class 83 contains 2189 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22411 members 
Mstep: Class 86 contains 7483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941504.000000 Penalty: 183801.937500
Iteration 161Q: 86 clusters Score -8.59415e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7243 members 
Mstep: Class 4 contains 13560 members 
Mstep: Class 5 contains 1654 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 14035 members 
Mstep: Class 9 contains 16252 members 
Mstep: Class 10 contains 2383 members 
Mstep: Class 11 contains 2364 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 16 contains 12562 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 20910 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19864 members 
Mstep: Class 22 contains 1585 members 
Mstep: Class 23 contains 8329 members 
Mstep: Class 24 contains 3959 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 1939 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 854 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18616 members 
Mstep: Class 31 contains 19506 members 
Mstep: Class 32 contains 2792 members 
Mstep: Class 33 contains 1946 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7340 members 
Mstep: Class 36 contains 1617 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16128 members 
Mstep: Class 40 contains 9925 members 
Mstep: Class 41 contains 6731 members 
Mstep: Class 42 contains 3440 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1594 members 
Mstep: Class 45 contains 2592 members 
Mstep: Class 46 contains 6069 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3014 members 
Mstep: Class 49 contains 14586 members 
Mstep: Class 50 contains 9941 members 
Mstep: Class 51 contains 19477 members 
Mstep: Class 52 contains 9957 members 
Mstep: Class 53 contains 7746 members 
Mstep: Class 54 contains 1624 members 
Mstep: Class 55 contains 844 members 
Mstep: Class 56 contains 1270 members 
Mstep: Class 57 contains 3410 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18612 members 
Mstep: Class 61 contains 15467 members 
Mstep: Class 62 contains 8753 members 
Mstep: Class 63 contains 1369 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16575 members 
Mstep: Class 67 contains 2549 members 
Mstep: Class 68 contains 13507 members 
Mstep: Class 69 contains 744 members 
Mstep: Class 70 contains 21976 members 
Mstep: Class 71 contains 23188 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3190 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6780 members 
Mstep: Class 76 contains 10049 members 
Mstep: Class 77 contains 625 members 
Mstep: Class 78 contains 7159 members 
Mstep: Class 79 contains 20976 members 
Mstep: Class 80 contains 9434 members 
Mstep: Class 81 contains 20677 members 
Mstep: Class 82 contains 1346 members 
Mstep: Class 83 contains 2189 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22409 members 
Mstep: Class 86 contains 7490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941528.000000 Penalty: 183801.937500
Iteration 162Q: 86 clusters Score -8.594153e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7243 members 
Mstep: Class 4 contains 13565 members 
Mstep: Class 5 contains 1653 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 14046 members 
Mstep: Class 9 contains 16247 members 
Mstep: Class 10 contains 2382 members 
Mstep: Class 11 contains 2362 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 16 contains 12565 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 20878 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19904 members 
Mstep: Class 22 contains 1587 members 
Mstep: Class 23 contains 8329 members 
Mstep: Class 24 contains 3959 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 1939 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 854 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18630 members 
Mstep: Class 31 contains 19508 members 
Mstep: Class 32 contains 2795 members 
Mstep: Class 33 contains 1945 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7340 members 
Mstep: Class 36 contains 1616 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16129 members 
Mstep: Class 40 contains 9925 members 
Mstep: Class 41 contains 6732 members 
Mstep: Class 42 contains 3440 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1594 members 
Mstep: Class 45 contains 2592 members 
Mstep: Class 46 contains 6067 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3022 members 
Mstep: Class 49 contains 14586 members 
Mstep: Class 50 contains 9966 members 
Mstep: Class 51 contains 19435 members 
Mstep: Class 52 contains 9957 members 
Mstep: Class 53 contains 7743 members 
Mstep: Class 54 contains 1623 members 
Mstep: Class 55 contains 843 members 
Mstep: Class 56 contains 1270 members 
Mstep: Class 57 contains 3412 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18591 members 
Mstep: Class 61 contains 15473 members 
Mstep: Class 62 contains 8752 members 
Mstep: Class 63 contains 1372 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1007 members 
Mstep: Class 66 contains 16574 members 
Mstep: Class 67 contains 2549 members 
Mstep: Class 68 contains 13557 members 
Mstep: Class 69 contains 744 members 
Mstep: Class 70 contains 21974 members 
Mstep: Class 71 contains 23185 members 
Mstep: Class 72 contains 2023 members 
Mstep: Class 73 contains 3191 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6784 members 
Mstep: Class 76 contains 10047 members 
Mstep: Class 77 contains 625 members 
Mstep: Class 78 contains 7158 members 
Mstep: Class 79 contains 20984 members 
Mstep: Class 80 contains 9430 members 
Mstep: Class 81 contains 20608 members 
Mstep: Class 82 contains 1347 members 
Mstep: Class 83 contains 2189 members 
Mstep: Class 84 contains 1127 members 
Mstep: Class 85 contains 22403 members 
Mstep: Class 86 contains 7501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941632.000000 Penalty: 183801.937500
Iteration 163Q: 86 clusters Score -8.594163e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7243 members 
Mstep: Class 4 contains 13567 members 
Mstep: Class 5 contains 1653 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 14052 members 
Mstep: Class 9 contains 16244 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 16 contains 12569 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20849 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19936 members 
Mstep: Class 22 contains 1588 members 
Mstep: Class 23 contains 8327 members 
Mstep: Class 24 contains 3959 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 1939 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 853 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18647 members 
Mstep: Class 31 contains 19518 members 
Mstep: Class 32 contains 2798 members 
Mstep: Class 33 contains 1945 members 
Mstep: Class 34 contains 10019 members 
Mstep: Class 35 contains 7339 members 
Mstep: Class 36 contains 1616 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16126 members 
Mstep: Class 40 contains 9919 members 
Mstep: Class 41 contains 6734 members 
Mstep: Class 42 contains 3441 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1594 members 
Mstep: Class 45 contains 2592 members 
Mstep: Class 46 contains 6065 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3033 members 
Mstep: Class 49 contains 14581 members 
Mstep: Class 50 contains 9992 members 
Mstep: Class 51 contains 19387 members 
Mstep: Class 52 contains 9959 members 
Mstep: Class 53 contains 7744 members 
Mstep: Class 54 contains 1623 members 
Mstep: Class 55 contains 843 members 
Mstep: Class 56 contains 1270 members 
Mstep: Class 57 contains 3411 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18578 members 
Mstep: Class 61 contains 15484 members 
Mstep: Class 62 contains 8749 members 
Mstep: Class 63 contains 1373 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16574 members 
Mstep: Class 67 contains 2549 members 
Mstep: Class 68 contains 13613 members 
Mstep: Class 69 contains 744 members 
Mstep: Class 70 contains 21967 members 
Mstep: Class 71 contains 23175 members 
Mstep: Class 72 contains 2023 members 
Mstep: Class 73 contains 3190 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6790 members 
Mstep: Class 76 contains 10046 members 
Mstep: Class 77 contains 625 members 
Mstep: Class 78 contains 7157 members 
Mstep: Class 79 contains 20992 members 
Mstep: Class 80 contains 9421 members 
Mstep: Class 81 contains 20550 members 
Mstep: Class 82 contains 1347 members 
Mstep: Class 83 contains 2189 members 
Mstep: Class 84 contains 1127 members 
Mstep: Class 85 contains 22398 members 
Mstep: Class 86 contains 7513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941656.000000 Penalty: 183801.937500
Iteration 164Q: 86 clusters Score -8.594166e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7241 members 
Mstep: Class 4 contains 13570 members 
Mstep: Class 5 contains 1653 members 
Mstep: Class 6 contains 1275 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 8 contains 14051 members 
Mstep: Class 9 contains 16242 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 16 contains 12571 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20836 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19946 members 
Mstep: Class 22 contains 1588 members 
Mstep: Class 23 contains 8328 members 
Mstep: Class 24 contains 3959 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 1939 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18657 members 
Mstep: Class 31 contains 19525 members 
Mstep: Class 32 contains 2797 members 
Mstep: Class 33 contains 1945 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7338 members 
Mstep: Class 36 contains 1615 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16121 members 
Mstep: Class 40 contains 9919 members 
Mstep: Class 41 contains 6734 members 
Mstep: Class 42 contains 3442 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1594 members 
Mstep: Class 45 contains 2592 members 
Mstep: Class 46 contains 6064 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3045 members 
Mstep: Class 49 contains 14581 members 
Mstep: Class 50 contains 10021 members 
Mstep: Class 51 contains 19363 members 
Mstep: Class 52 contains 9957 members 
Mstep: Class 53 contains 7743 members 
Mstep: Class 54 contains 1623 members 
Mstep: Class 55 contains 844 members 
Mstep: Class 56 contains 1271 members 
Mstep: Class 57 contains 3412 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18573 members 
Mstep: Class 61 contains 15494 members 
Mstep: Class 62 contains 8748 members 
Mstep: Class 63 contains 1373 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16573 members 
Mstep: Class 67 contains 2549 members 
Mstep: Class 68 contains 13669 members 
Mstep: Class 69 contains 744 members 
Mstep: Class 70 contains 21967 members 
Mstep: Class 71 contains 23169 members 
Mstep: Class 72 contains 2022 members 
Mstep: Class 73 contains 3190 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6795 members 
Mstep: Class 76 contains 10039 members 
Mstep: Class 77 contains 625 members 
Mstep: Class 78 contains 7155 members 
Mstep: Class 79 contains 20994 members 
Mstep: Class 80 contains 9407 members 
Mstep: Class 81 contains 20483 members 
Mstep: Class 82 contains 1347 members 
Mstep: Class 83 contains 2189 members 
Mstep: Class 84 contains 1127 members 
Mstep: Class 85 contains 22388 members 
Mstep: Class 86 contains 7530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941632.000000 Penalty: 183801.937500
Iteration 165Q: 86 clusters Score -8.594163e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7241 members 
Mstep: Class 4 contains 13572 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 8 contains 14054 members 
Mstep: Class 9 contains 16239 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 16 contains 12573 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20825 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19983 members 
Mstep: Class 22 contains 1588 members 
Mstep: Class 23 contains 8327 members 
Mstep: Class 24 contains 3959 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 1939 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18658 members 
Mstep: Class 31 contains 19533 members 
Mstep: Class 32 contains 2797 members 
Mstep: Class 33 contains 1945 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7337 members 
Mstep: Class 36 contains 1614 members 
Mstep: Class 37 contains 3387 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16115 members 
Mstep: Class 40 contains 9927 members 
Mstep: Class 41 contains 6736 members 
Mstep: Class 42 contains 3441 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1594 members 
Mstep: Class 45 contains 2592 members 
Mstep: Class 46 contains 6062 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3064 members 
Mstep: Class 49 contains 14581 members 
Mstep: Class 50 contains 10049 members 
Mstep: Class 51 contains 19324 members 
Mstep: Class 52 contains 9957 members 
Mstep: Class 53 contains 7740 members 
Mstep: Class 54 contains 1623 members 
Mstep: Class 55 contains 844 members 
Mstep: Class 56 contains 1270 members 
Mstep: Class 57 contains 3413 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18573 members 
Mstep: Class 61 contains 15496 members 
Mstep: Class 62 contains 8746 members 
Mstep: Class 63 contains 1375 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16571 members 
Mstep: Class 67 contains 2549 members 
Mstep: Class 68 contains 13711 members 
Mstep: Class 69 contains 744 members 
Mstep: Class 70 contains 21963 members 
Mstep: Class 71 contains 23164 members 
Mstep: Class 72 contains 2022 members 
Mstep: Class 73 contains 3191 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6801 members 
Mstep: Class 76 contains 10033 members 
Mstep: Class 77 contains 624 members 
Mstep: Class 78 contains 7153 members 
Mstep: Class 79 contains 20980 members 
Mstep: Class 80 contains 9392 members 
Mstep: Class 81 contains 20428 members 
Mstep: Class 82 contains 1348 members 
Mstep: Class 83 contains 2189 members 
Mstep: Class 84 contains 1127 members 
Mstep: Class 85 contains 22381 members 
Mstep: Class 86 contains 7546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941760.000000 Penalty: 183801.937500
Iteration 166Q: 86 clusters Score -8.594176e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7236 members 
Mstep: Class 4 contains 13574 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 8 contains 14057 members 
Mstep: Class 9 contains 16233 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 16 contains 12574 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20817 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 20026 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 414 members 
Mstep: Class 26 contains 1939 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18656 members 
Mstep: Class 31 contains 19533 members 
Mstep: Class 32 contains 2797 members 
Mstep: Class 33 contains 1945 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7337 members 
Mstep: Class 36 contains 1611 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16105 members 
Mstep: Class 40 contains 9936 members 
Mstep: Class 41 contains 6740 members 
Mstep: Class 42 contains 3442 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1595 members 
Mstep: Class 45 contains 2592 members 
Mstep: Class 46 contains 6060 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3093 members 
Mstep: Class 49 contains 14581 members 
Mstep: Class 50 contains 10077 members 
Mstep: Class 51 contains 19303 members 
Mstep: Class 52 contains 9954 members 
Mstep: Class 53 contains 7739 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 844 members 
Mstep: Class 56 contains 1270 members 
Mstep: Class 57 contains 3413 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18568 members 
Mstep: Class 61 contains 15493 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1376 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16572 members 
Mstep: Class 67 contains 2549 members 
Mstep: Class 68 contains 13754 members 
Mstep: Class 69 contains 744 members 
Mstep: Class 70 contains 21958 members 
Mstep: Class 71 contains 23167 members 
Mstep: Class 72 contains 2021 members 
Mstep: Class 73 contains 3192 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6805 members 
Mstep: Class 76 contains 10036 members 
Mstep: Class 77 contains 623 members 
Mstep: Class 78 contains 7150 members 
Mstep: Class 79 contains 20958 members 
Mstep: Class 80 contains 9380 members 
Mstep: Class 81 contains 20354 members 
Mstep: Class 82 contains 1347 members 
Mstep: Class 83 contains 2189 members 
Mstep: Class 84 contains 1127 members 
Mstep: Class 85 contains 22376 members 
Mstep: Class 86 contains 7559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941904.000000 Penalty: 183801.937500
Iteration 167Q: 86 clusters Score -8.59419e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7234 members 
Mstep: Class 4 contains 13575 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 16230 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 16 contains 12575 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20799 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 20044 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8323 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 414 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18637 members 
Mstep: Class 31 contains 19535 members 
Mstep: Class 32 contains 2797 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7337 members 
Mstep: Class 36 contains 1611 members 
Mstep: Class 37 contains 3385 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16102 members 
Mstep: Class 40 contains 9953 members 
Mstep: Class 41 contains 6737 members 
Mstep: Class 42 contains 3443 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1595 members 
Mstep: Class 45 contains 2592 members 
Mstep: Class 46 contains 6059 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3119 members 
Mstep: Class 49 contains 14582 members 
Mstep: Class 50 contains 10104 members 
Mstep: Class 51 contains 19272 members 
Mstep: Class 52 contains 9948 members 
Mstep: Class 53 contains 7738 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 843 members 
Mstep: Class 56 contains 1271 members 
Mstep: Class 57 contains 3411 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18556 members 
Mstep: Class 61 contains 15489 members 
Mstep: Class 62 contains 8743 members 
Mstep: Class 63 contains 1376 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1007 members 
Mstep: Class 66 contains 16573 members 
Mstep: Class 67 contains 2549 members 
Mstep: Class 68 contains 13810 members 
Mstep: Class 69 contains 743 members 
Mstep: Class 70 contains 21964 members 
Mstep: Class 71 contains 23167 members 
Mstep: Class 72 contains 2020 members 
Mstep: Class 73 contains 3192 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6810 members 
Mstep: Class 76 contains 10038 members 
Mstep: Class 77 contains 623 members 
Mstep: Class 78 contains 7146 members 
Mstep: Class 79 contains 20944 members 
Mstep: Class 80 contains 9371 members 
Mstep: Class 81 contains 20304 members 
Mstep: Class 82 contains 1348 members 
Mstep: Class 83 contains 2189 members 
Mstep: Class 84 contains 1127 members 
Mstep: Class 85 contains 22376 members 
Mstep: Class 86 contains 7573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941944.000000 Penalty: 183801.937500
Iteration 168Q: 86 clusters Score -8.594194e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 13575 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 7 contains 1440 members 
Mstep: Class 8 contains 14067 members 
Mstep: Class 9 contains 16233 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2357 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 16 contains 12576 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20779 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 20058 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8321 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 414 members 
Mstep: Class 26 contains 1937 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18640 members 
Mstep: Class 31 contains 19537 members 
Mstep: Class 32 contains 2797 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7337 members 
Mstep: Class 36 contains 1610 members 
Mstep: Class 37 contains 3384 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16094 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 6736 members 
Mstep: Class 42 contains 3443 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1593 members 
Mstep: Class 45 contains 2592 members 
Mstep: Class 46 contains 6060 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3134 members 
Mstep: Class 49 contains 14582 members 
Mstep: Class 50 contains 10136 members 
Mstep: Class 51 contains 19244 members 
Mstep: Class 52 contains 9947 members 
Mstep: Class 53 contains 7739 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1271 members 
Mstep: Class 57 contains 3413 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18546 members 
Mstep: Class 61 contains 15485 members 
Mstep: Class 62 contains 8743 members 
Mstep: Class 63 contains 1376 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16572 members 
Mstep: Class 67 contains 2550 members 
Mstep: Class 68 contains 13872 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21956 members 
Mstep: Class 71 contains 23166 members 
Mstep: Class 72 contains 2021 members 
Mstep: Class 73 contains 3192 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6815 members 
Mstep: Class 76 contains 10037 members 
Mstep: Class 77 contains 623 members 
Mstep: Class 78 contains 7144 members 
Mstep: Class 79 contains 20952 members 
Mstep: Class 80 contains 9363 members 
Mstep: Class 81 contains 20248 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2189 members 
Mstep: Class 84 contains 1127 members 
Mstep: Class 85 contains 22368 members 
Mstep: Class 86 contains 7587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942104.000000 Penalty: 183801.937500
Iteration 169Q: 86 clusters Score -8.59421e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 13575 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1292 members 
Mstep: Class 7 contains 1440 members 
Mstep: Class 8 contains 14070 members 
Mstep: Class 9 contains 16236 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2357 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20756 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 20085 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8317 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 414 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18643 members 
Mstep: Class 31 contains 19540 members 
Mstep: Class 32 contains 2798 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7338 members 
Mstep: Class 36 contains 1610 members 
Mstep: Class 37 contains 3385 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16090 members 
Mstep: Class 40 contains 9952 members 
Mstep: Class 41 contains 6735 members 
Mstep: Class 42 contains 3444 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1591 members 
Mstep: Class 45 contains 2592 members 
Mstep: Class 46 contains 6060 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3145 members 
Mstep: Class 49 contains 14582 members 
Mstep: Class 50 contains 10157 members 
Mstep: Class 51 contains 19201 members 
Mstep: Class 52 contains 9947 members 
Mstep: Class 53 contains 7740 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1272 members 
Mstep: Class 57 contains 3412 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18528 members 
Mstep: Class 61 contains 15484 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1376 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1007 members 
Mstep: Class 66 contains 16570 members 
Mstep: Class 67 contains 2550 members 
Mstep: Class 68 contains 13926 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21959 members 
Mstep: Class 71 contains 23164 members 
Mstep: Class 72 contains 2021 members 
Mstep: Class 73 contains 3192 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6817 members 
Mstep: Class 76 contains 10036 members 
Mstep: Class 77 contains 623 members 
Mstep: Class 78 contains 7143 members 
Mstep: Class 79 contains 20965 members 
Mstep: Class 80 contains 9362 members 
Mstep: Class 81 contains 20198 members 
Mstep: Class 82 contains 1352 members 
Mstep: Class 83 contains 2189 members 
Mstep: Class 84 contains 1127 members 
Mstep: Class 85 contains 22364 members 
Mstep: Class 86 contains 7601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941968.000000 Penalty: 183801.937500
Iteration 170Q: 86 clusters Score -8.594197e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 13575 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 7 contains 1440 members 
Mstep: Class 8 contains 14073 members 
Mstep: Class 9 contains 16235 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2357 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 16 contains 12580 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20731 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 20109 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8316 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 414 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18648 members 
Mstep: Class 31 contains 19540 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7339 members 
Mstep: Class 36 contains 1610 members 
Mstep: Class 37 contains 3387 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16089 members 
Mstep: Class 40 contains 9949 members 
Mstep: Class 41 contains 6735 members 
Mstep: Class 42 contains 3445 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1591 members 
Mstep: Class 45 contains 2592 members 
Mstep: Class 46 contains 6059 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3150 members 
Mstep: Class 49 contains 14582 members 
Mstep: Class 50 contains 10170 members 
Mstep: Class 51 contains 19158 members 
Mstep: Class 52 contains 9944 members 
Mstep: Class 53 contains 7739 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3411 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18505 members 
Mstep: Class 61 contains 15483 members 
Mstep: Class 62 contains 8746 members 
Mstep: Class 63 contains 1376 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16571 members 
Mstep: Class 67 contains 2550 members 
Mstep: Class 68 contains 13978 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21959 members 
Mstep: Class 71 contains 23164 members 
Mstep: Class 72 contains 2023 members 
Mstep: Class 73 contains 3192 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6818 members 
Mstep: Class 76 contains 10031 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7142 members 
Mstep: Class 79 contains 20981 members 
Mstep: Class 80 contains 9374 members 
Mstep: Class 81 contains 20155 members 
Mstep: Class 82 contains 1353 members 
Mstep: Class 83 contains 2189 members 
Mstep: Class 84 contains 1127 members 
Mstep: Class 85 contains 22366 members 
Mstep: Class 86 contains 7613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942080.000000 Penalty: 183801.937500
Iteration 171Q: 86 clusters Score -8.594208e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7220 members 
Mstep: Class 4 contains 13575 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 8 contains 14073 members 
Mstep: Class 9 contains 16234 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2356 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 1890 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20722 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 20108 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8316 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 414 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18652 members 
Mstep: Class 31 contains 19542 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7339 members 
Mstep: Class 36 contains 1610 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16084 members 
Mstep: Class 40 contains 9960 members 
Mstep: Class 41 contains 6739 members 
Mstep: Class 42 contains 3445 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1591 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6059 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3168 members 
Mstep: Class 49 contains 14581 members 
Mstep: Class 50 contains 10187 members 
Mstep: Class 51 contains 19127 members 
Mstep: Class 52 contains 9943 members 
Mstep: Class 53 contains 7738 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3411 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18476 members 
Mstep: Class 61 contains 15480 members 
Mstep: Class 62 contains 8746 members 
Mstep: Class 63 contains 1376 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16571 members 
Mstep: Class 67 contains 2550 members 
Mstep: Class 68 contains 14044 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21961 members 
Mstep: Class 71 contains 23162 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3192 members 
Mstep: Class 74 contains 2864 members 
Mstep: Class 75 contains 6819 members 
Mstep: Class 76 contains 10024 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7142 members 
Mstep: Class 79 contains 20973 members 
Mstep: Class 80 contains 9377 members 
Mstep: Class 81 contains 20114 members 
Mstep: Class 82 contains 1353 members 
Mstep: Class 83 contains 2189 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22370 members 
Mstep: Class 86 contains 7622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941928.000000 Penalty: 183801.937500
Iteration 172Q: 86 clusters Score -8.594193e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7217 members 
Mstep: Class 4 contains 13575 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 14080 members 
Mstep: Class 9 contains 16232 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2355 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 1890 members 
Mstep: Class 16 contains 12580 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20707 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 20091 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8316 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18659 members 
Mstep: Class 31 contains 19543 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7340 members 
Mstep: Class 36 contains 1610 members 
Mstep: Class 37 contains 3385 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16083 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 6740 members 
Mstep: Class 42 contains 3445 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1591 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6060 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3191 members 
Mstep: Class 49 contains 14580 members 
Mstep: Class 50 contains 10199 members 
Mstep: Class 51 contains 19104 members 
Mstep: Class 52 contains 9938 members 
Mstep: Class 53 contains 7737 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3411 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18461 members 
Mstep: Class 61 contains 15471 members 
Mstep: Class 62 contains 8747 members 
Mstep: Class 63 contains 1376 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16573 members 
Mstep: Class 67 contains 2550 members 
Mstep: Class 68 contains 14103 members 
Mstep: Class 69 contains 743 members 
Mstep: Class 70 contains 21964 members 
Mstep: Class 71 contains 23162 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3195 members 
Mstep: Class 74 contains 2864 members 
Mstep: Class 75 contains 6819 members 
Mstep: Class 76 contains 10020 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7140 members 
Mstep: Class 79 contains 20959 members 
Mstep: Class 80 contains 9384 members 
Mstep: Class 81 contains 20093 members 
Mstep: Class 82 contains 1353 members 
Mstep: Class 83 contains 2189 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22369 members 
Mstep: Class 86 contains 7634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941976.000000 Penalty: 183801.937500
Iteration 173Q: 86 clusters Score -8.594198e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7217 members 
Mstep: Class 4 contains 13574 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 14082 members 
Mstep: Class 9 contains 16222 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20684 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 20065 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8315 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18663 members 
Mstep: Class 31 contains 19542 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7341 members 
Mstep: Class 36 contains 1609 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16079 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 6739 members 
Mstep: Class 42 contains 3446 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1591 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6060 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3214 members 
Mstep: Class 49 contains 14581 members 
Mstep: Class 50 contains 10214 members 
Mstep: Class 51 contains 19090 members 
Mstep: Class 52 contains 9932 members 
Mstep: Class 53 contains 7737 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3409 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18440 members 
Mstep: Class 61 contains 15468 members 
Mstep: Class 62 contains 8749 members 
Mstep: Class 63 contains 1376 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16576 members 
Mstep: Class 67 contains 2550 members 
Mstep: Class 68 contains 14163 members 
Mstep: Class 69 contains 743 members 
Mstep: Class 70 contains 21971 members 
Mstep: Class 71 contains 23162 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3195 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6820 members 
Mstep: Class 76 contains 10025 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7138 members 
Mstep: Class 79 contains 20961 members 
Mstep: Class 80 contains 9384 members 
Mstep: Class 81 contains 20067 members 
Mstep: Class 82 contains 1353 members 
Mstep: Class 83 contains 2189 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22378 members 
Mstep: Class 86 contains 7647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942096.000000 Penalty: 183801.937500
Iteration 174Q: 86 clusters Score -8.59421e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7218 members 
Mstep: Class 4 contains 13575 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 14080 members 
Mstep: Class 9 contains 16215 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2351 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20653 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 20042 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8314 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18674 members 
Mstep: Class 31 contains 19541 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7341 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16068 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 6739 members 
Mstep: Class 42 contains 3445 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1591 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6061 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3238 members 
Mstep: Class 49 contains 14580 members 
Mstep: Class 50 contains 10230 members 
Mstep: Class 51 contains 19071 members 
Mstep: Class 52 contains 9929 members 
Mstep: Class 53 contains 7737 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3409 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18416 members 
Mstep: Class 61 contains 15468 members 
Mstep: Class 62 contains 8746 members 
Mstep: Class 63 contains 1376 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16580 members 
Mstep: Class 67 contains 2550 members 
Mstep: Class 68 contains 14222 members 
Mstep: Class 69 contains 743 members 
Mstep: Class 70 contains 21963 members 
Mstep: Class 71 contains 23161 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3195 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6820 members 
Mstep: Class 76 contains 10027 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7136 members 
Mstep: Class 79 contains 20981 members 
Mstep: Class 80 contains 9389 members 
Mstep: Class 81 contains 20040 members 
Mstep: Class 82 contains 1352 members 
Mstep: Class 83 contains 2190 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22391 members 
Mstep: Class 86 contains 7656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942208.000000 Penalty: 183801.937500
Iteration 175Q: 86 clusters Score -8.594221e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7216 members 
Mstep: Class 4 contains 13576 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 14088 members 
Mstep: Class 9 contains 16211 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20608 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 20025 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8315 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18679 members 
Mstep: Class 31 contains 19543 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7342 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16055 members 
Mstep: Class 40 contains 9964 members 
Mstep: Class 41 contains 6739 members 
Mstep: Class 42 contains 3445 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1591 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6061 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3263 members 
Mstep: Class 49 contains 14581 members 
Mstep: Class 50 contains 10247 members 
Mstep: Class 51 contains 19055 members 
Mstep: Class 52 contains 9928 members 
Mstep: Class 53 contains 7737 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3408 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18383 members 
Mstep: Class 61 contains 15472 members 
Mstep: Class 62 contains 8743 members 
Mstep: Class 63 contains 1376 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16582 members 
Mstep: Class 67 contains 2550 members 
Mstep: Class 68 contains 14273 members 
Mstep: Class 69 contains 743 members 
Mstep: Class 70 contains 21956 members 
Mstep: Class 71 contains 23160 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3195 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6820 members 
Mstep: Class 76 contains 10025 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7132 members 
Mstep: Class 79 contains 21007 members 
Mstep: Class 80 contains 9394 members 
Mstep: Class 81 contains 20008 members 
Mstep: Class 82 contains 1352 members 
Mstep: Class 83 contains 2191 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22405 members 
Mstep: Class 86 contains 7666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942008.000000 Penalty: 183801.937500
Iteration 176Q: 86 clusters Score -8.594201e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7213 members 
Mstep: Class 4 contains 13578 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 14088 members 
Mstep: Class 9 contains 16211 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20587 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 20010 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8315 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18687 members 
Mstep: Class 31 contains 19549 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7342 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16038 members 
Mstep: Class 40 contains 9968 members 
Mstep: Class 41 contains 6738 members 
Mstep: Class 42 contains 3445 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1591 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6061 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3292 members 
Mstep: Class 49 contains 14579 members 
Mstep: Class 50 contains 10262 members 
Mstep: Class 51 contains 19049 members 
Mstep: Class 52 contains 9927 members 
Mstep: Class 53 contains 7738 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3408 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18355 members 
Mstep: Class 61 contains 15474 members 
Mstep: Class 62 contains 8743 members 
Mstep: Class 63 contains 1376 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16583 members 
Mstep: Class 67 contains 2550 members 
Mstep: Class 68 contains 14323 members 
Mstep: Class 69 contains 743 members 
Mstep: Class 70 contains 21958 members 
Mstep: Class 71 contains 23158 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3195 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6820 members 
Mstep: Class 76 contains 10021 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7129 members 
Mstep: Class 79 contains 21018 members 
Mstep: Class 80 contains 9397 members 
Mstep: Class 81 contains 19977 members 
Mstep: Class 82 contains 1352 members 
Mstep: Class 83 contains 2191 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22404 members 
Mstep: Class 86 contains 7668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941976.000000 Penalty: 183801.937500
Iteration 177Q: 86 clusters Score -8.594198e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7210 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 14086 members 
Mstep: Class 9 contains 16214 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20552 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19986 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8315 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18685 members 
Mstep: Class 31 contains 19554 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7342 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16027 members 
Mstep: Class 40 contains 9969 members 
Mstep: Class 41 contains 6740 members 
Mstep: Class 42 contains 3445 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1591 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6061 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3315 members 
Mstep: Class 49 contains 14579 members 
Mstep: Class 50 contains 10272 members 
Mstep: Class 51 contains 19047 members 
Mstep: Class 52 contains 9923 members 
Mstep: Class 53 contains 7739 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3409 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18330 members 
Mstep: Class 61 contains 15481 members 
Mstep: Class 62 contains 8743 members 
Mstep: Class 63 contains 1376 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16582 members 
Mstep: Class 67 contains 2550 members 
Mstep: Class 68 contains 14375 members 
Mstep: Class 69 contains 743 members 
Mstep: Class 70 contains 21966 members 
Mstep: Class 71 contains 23158 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3195 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6820 members 
Mstep: Class 76 contains 10021 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7125 members 
Mstep: Class 79 contains 21040 members 
Mstep: Class 80 contains 9396 members 
Mstep: Class 81 contains 19943 members 
Mstep: Class 82 contains 1352 members 
Mstep: Class 83 contains 2191 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22413 members 
Mstep: Class 86 contains 7667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941960.000000 Penalty: 183801.937500
Iteration 178Q: 86 clusters Score -8.594196e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7207 members 
Mstep: Class 4 contains 13586 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 14087 members 
Mstep: Class 9 contains 16212 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20517 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19986 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8314 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18688 members 
Mstep: Class 31 contains 19557 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7342 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16018 members 
Mstep: Class 40 contains 9970 members 
Mstep: Class 41 contains 6743 members 
Mstep: Class 42 contains 3444 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1591 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6061 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3335 members 
Mstep: Class 49 contains 14578 members 
Mstep: Class 50 contains 10283 members 
Mstep: Class 51 contains 19037 members 
Mstep: Class 52 contains 9921 members 
Mstep: Class 53 contains 7740 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3409 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18305 members 
Mstep: Class 61 contains 15478 members 
Mstep: Class 62 contains 8742 members 
Mstep: Class 63 contains 1376 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16583 members 
Mstep: Class 67 contains 2550 members 
Mstep: Class 68 contains 14405 members 
Mstep: Class 69 contains 743 members 
Mstep: Class 70 contains 21964 members 
Mstep: Class 71 contains 23158 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3195 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6821 members 
Mstep: Class 76 contains 10019 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7122 members 
Mstep: Class 79 contains 21058 members 
Mstep: Class 80 contains 9394 members 
Mstep: Class 81 contains 19918 members 
Mstep: Class 82 contains 1352 members 
Mstep: Class 83 contains 2191 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22436 members 
Mstep: Class 86 contains 7676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941936.000000 Penalty: 183801.937500
Iteration 179Q: 86 clusters Score -8.594194e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7206 members 
Mstep: Class 4 contains 13587 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 14092 members 
Mstep: Class 9 contains 16208 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12577 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20487 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19952 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8312 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18691 members 
Mstep: Class 31 contains 19566 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7342 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16013 members 
Mstep: Class 40 contains 9970 members 
Mstep: Class 41 contains 6746 members 
Mstep: Class 42 contains 3445 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1591 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6061 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3374 members 
Mstep: Class 49 contains 14578 members 
Mstep: Class 50 contains 10298 members 
Mstep: Class 51 contains 19042 members 
Mstep: Class 52 contains 9913 members 
Mstep: Class 53 contains 7740 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3407 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18281 members 
Mstep: Class 61 contains 15477 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1376 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16583 members 
Mstep: Class 67 contains 2551 members 
Mstep: Class 68 contains 14451 members 
Mstep: Class 69 contains 743 members 
Mstep: Class 70 contains 21954 members 
Mstep: Class 71 contains 23154 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3195 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6821 members 
Mstep: Class 76 contains 10017 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7119 members 
Mstep: Class 79 contains 21046 members 
Mstep: Class 80 contains 9390 members 
Mstep: Class 81 contains 19896 members 
Mstep: Class 82 contains 1352 members 
Mstep: Class 83 contains 2191 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22466 members 
Mstep: Class 86 contains 7685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941784.000000 Penalty: 183801.937500
Iteration 180F: 86 clusters Score -8.594178e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7203 members 
Mstep: Class 4 contains 13589 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 14089 members 
Mstep: Class 9 contains 16212 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12577 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20474 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19927 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8311 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18705 members 
Mstep: Class 31 contains 19568 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7343 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16010 members 
Mstep: Class 40 contains 9970 members 
Mstep: Class 41 contains 6748 members 
Mstep: Class 42 contains 3446 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1591 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6062 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3410 members 
Mstep: Class 49 contains 14579 members 
Mstep: Class 50 contains 10311 members 
Mstep: Class 51 contains 19043 members 
Mstep: Class 52 contains 9901 members 
Mstep: Class 53 contains 7741 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3407 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18260 members 
Mstep: Class 61 contains 15477 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1376 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16583 members 
Mstep: Class 67 contains 2552 members 
Mstep: Class 68 contains 14498 members 
Mstep: Class 69 contains 743 members 
Mstep: Class 70 contains 21939 members 
Mstep: Class 71 contains 23158 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3195 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6819 members 
Mstep: Class 76 contains 10015 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7111 members 
Mstep: Class 79 contains 21030 members 
Mstep: Class 80 contains 9391 members 
Mstep: Class 81 contains 19874 members 
Mstep: Class 82 contains 1352 members 
Mstep: Class 83 contains 2191 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22481 members 
Mstep: Class 86 contains 7685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941712.000000 Penalty: 183801.937500
Iteration 181Q: 86 clusters Score -8.594171e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7201 members 
Mstep: Class 4 contains 13589 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 14091 members 
Mstep: Class 9 contains 16215 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20469 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19912 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8312 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18713 members 
Mstep: Class 31 contains 19570 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7344 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16011 members 
Mstep: Class 40 contains 9972 members 
Mstep: Class 41 contains 6749 members 
Mstep: Class 42 contains 3445 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1591 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6063 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3453 members 
Mstep: Class 49 contains 14580 members 
Mstep: Class 50 contains 10323 members 
Mstep: Class 51 contains 19034 members 
Mstep: Class 52 contains 9898 members 
Mstep: Class 53 contains 7741 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3407 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18244 members 
Mstep: Class 61 contains 15478 members 
Mstep: Class 62 contains 8744 members 
Mstep: Class 63 contains 1376 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16584 members 
Mstep: Class 67 contains 2553 members 
Mstep: Class 68 contains 14539 members 
Mstep: Class 69 contains 743 members 
Mstep: Class 70 contains 21920 members 
Mstep: Class 71 contains 23158 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3195 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6817 members 
Mstep: Class 76 contains 10013 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7106 members 
Mstep: Class 79 contains 20992 members 
Mstep: Class 80 contains 9392 members 
Mstep: Class 81 contains 19853 members 
Mstep: Class 82 contains 1352 members 
Mstep: Class 83 contains 2191 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22496 members 
Mstep: Class 86 contains 7686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941808.000000 Penalty: 183801.937500
Iteration 182Q: 86 clusters Score -8.594181e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7201 members 
Mstep: Class 4 contains 13590 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 14095 members 
Mstep: Class 9 contains 16208 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20455 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19893 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8312 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18720 members 
Mstep: Class 31 contains 19573 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7345 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16007 members 
Mstep: Class 40 contains 9968 members 
Mstep: Class 41 contains 6750 members 
Mstep: Class 42 contains 3444 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1591 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6065 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3500 members 
Mstep: Class 49 contains 14581 members 
Mstep: Class 50 contains 10328 members 
Mstep: Class 51 contains 19046 members 
Mstep: Class 52 contains 9896 members 
Mstep: Class 53 contains 7741 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3406 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18229 members 
Mstep: Class 61 contains 15472 members 
Mstep: Class 62 contains 8742 members 
Mstep: Class 63 contains 1376 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16585 members 
Mstep: Class 67 contains 2554 members 
Mstep: Class 68 contains 14567 members 
Mstep: Class 69 contains 743 members 
Mstep: Class 70 contains 21916 members 
Mstep: Class 71 contains 23160 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3195 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6816 members 
Mstep: Class 76 contains 10015 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7099 members 
Mstep: Class 79 contains 20961 members 
Mstep: Class 80 contains 9397 members 
Mstep: Class 81 contains 19831 members 
Mstep: Class 82 contains 1352 members 
Mstep: Class 83 contains 2191 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22508 members 
Mstep: Class 86 contains 7693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941672.000000 Penalty: 183801.937500
Iteration 183Q: 86 clusters Score -8.594167e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7199 members 
Mstep: Class 4 contains 13592 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 14092 members 
Mstep: Class 9 contains 16208 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 2350 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20451 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19874 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8313 members 
Mstep: Class 24 contains 3958 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18727 members 
Mstep: Class 31 contains 19577 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7345 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 16001 members 
Mstep: Class 40 contains 9965 members 
Mstep: Class 41 contains 6751 members 
Mstep: Class 42 contains 3441 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1591 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6068 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3544 members 
Mstep: Class 49 contains 14580 members 
Mstep: Class 50 contains 10341 members 
Mstep: Class 51 contains 19050 members 
Mstep: Class 52 contains 9894 members 
Mstep: Class 53 contains 7741 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3406 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18212 members 
Mstep: Class 61 contains 15471 members 
Mstep: Class 62 contains 8742 members 
Mstep: Class 63 contains 1377 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16585 members 
Mstep: Class 67 contains 2556 members 
Mstep: Class 68 contains 14593 members 
Mstep: Class 69 contains 743 members 
Mstep: Class 70 contains 21906 members 
Mstep: Class 71 contains 23158 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3195 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6816 members 
Mstep: Class 76 contains 10012 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7095 members 
Mstep: Class 79 contains 20930 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19812 members 
Mstep: Class 82 contains 1352 members 
Mstep: Class 83 contains 2191 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22517 members 
Mstep: Class 86 contains 7704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941624.000000 Penalty: 183801.937500
Iteration 184Q: 86 clusters Score -8.594162e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 7198 members 
Mstep: Class 4 contains 13593 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 14097 members 
Mstep: Class 9 contains 16209 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 2350 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20428 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19858 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8313 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18725 members 
Mstep: Class 31 contains 19582 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7346 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15999 members 
Mstep: Class 40 contains 9972 members 
Mstep: Class 41 contains 6751 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1591 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6068 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3581 members 
Mstep: Class 49 contains 14580 members 
Mstep: Class 50 contains 10345 members 
Mstep: Class 51 contains 19050 members 
Mstep: Class 52 contains 9897 members 
Mstep: Class 53 contains 7741 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3405 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18201 members 
Mstep: Class 61 contains 15468 members 
Mstep: Class 62 contains 8742 members 
Mstep: Class 63 contains 1377 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16585 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 14616 members 
Mstep: Class 69 contains 743 members 
Mstep: Class 70 contains 21898 members 
Mstep: Class 71 contains 23155 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3196 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6816 members 
Mstep: Class 76 contains 10010 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7093 members 
Mstep: Class 79 contains 20914 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 19801 members 
Mstep: Class 82 contains 1352 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22526 members 
Mstep: Class 86 contains 7710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941584.000000 Penalty: 183801.937500
Iteration 185Q: 86 clusters Score -8.594158e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 7198 members 
Mstep: Class 4 contains 13594 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 14096 members 
Mstep: Class 9 contains 16208 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 2351 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20407 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19854 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8315 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18728 members 
Mstep: Class 31 contains 19585 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7347 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15999 members 
Mstep: Class 40 contains 9973 members 
Mstep: Class 41 contains 6749 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1591 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6067 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3619 members 
Mstep: Class 49 contains 14580 members 
Mstep: Class 50 contains 10348 members 
Mstep: Class 51 contains 19037 members 
Mstep: Class 52 contains 9900 members 
Mstep: Class 53 contains 7739 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3404 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18196 members 
Mstep: Class 61 contains 15467 members 
Mstep: Class 62 contains 8740 members 
Mstep: Class 63 contains 1378 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16586 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 14634 members 
Mstep: Class 69 contains 743 members 
Mstep: Class 70 contains 21891 members 
Mstep: Class 71 contains 23155 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3196 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6818 members 
Mstep: Class 76 contains 10010 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7091 members 
Mstep: Class 79 contains 20897 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 19793 members 
Mstep: Class 82 contains 1352 members 
Mstep: Class 83 contains 2193 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22528 members 
Mstep: Class 86 contains 7718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941608.000000 Penalty: 183801.937500
Iteration 186Q: 86 clusters Score -8.594161e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 7198 members 
Mstep: Class 4 contains 13594 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 14094 members 
Mstep: Class 9 contains 16207 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 2349 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20386 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19847 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8317 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18733 members 
Mstep: Class 31 contains 19586 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7347 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15996 members 
Mstep: Class 40 contains 9973 members 
Mstep: Class 41 contains 6748 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1591 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6070 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3653 members 
Mstep: Class 49 contains 14581 members 
Mstep: Class 50 contains 10351 members 
Mstep: Class 51 contains 19030 members 
Mstep: Class 52 contains 9900 members 
Mstep: Class 53 contains 7737 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3404 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18191 members 
Mstep: Class 61 contains 15463 members 
Mstep: Class 62 contains 8741 members 
Mstep: Class 63 contains 1379 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16586 members 
Mstep: Class 67 contains 2556 members 
Mstep: Class 68 contains 14656 members 
Mstep: Class 69 contains 743 members 
Mstep: Class 70 contains 21886 members 
Mstep: Class 71 contains 23155 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3195 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6824 members 
Mstep: Class 76 contains 10010 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7086 members 
Mstep: Class 79 contains 20886 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19784 members 
Mstep: Class 82 contains 1352 members 
Mstep: Class 83 contains 2193 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22530 members 
Mstep: Class 86 contains 7724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941552.000000 Penalty: 183801.937500
Iteration 187Q: 86 clusters Score -8.594155e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 7196 members 
Mstep: Class 4 contains 13594 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 14090 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 2349 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20361 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19848 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8317 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18735 members 
Mstep: Class 31 contains 19588 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7347 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15994 members 
Mstep: Class 40 contains 9975 members 
Mstep: Class 41 contains 6747 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1590 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6071 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3681 members 
Mstep: Class 49 contains 14581 members 
Mstep: Class 50 contains 10353 members 
Mstep: Class 51 contains 19022 members 
Mstep: Class 52 contains 9902 members 
Mstep: Class 53 contains 7734 members 
Mstep: Class 54 contains 1622 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3403 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18185 members 
Mstep: Class 61 contains 15458 members 
Mstep: Class 62 contains 8743 members 
Mstep: Class 63 contains 1382 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16586 members 
Mstep: Class 67 contains 2556 members 
Mstep: Class 68 contains 14680 members 
Mstep: Class 69 contains 743 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23155 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3195 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6831 members 
Mstep: Class 76 contains 10009 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7083 members 
Mstep: Class 79 contains 20884 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19766 members 
Mstep: Class 82 contains 1352 members 
Mstep: Class 83 contains 2193 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22530 members 
Mstep: Class 86 contains 7729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941624.000000 Penalty: 183801.937500
Iteration 188Q: 86 clusters Score -8.594162e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 7193 members 
Mstep: Class 4 contains 13595 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 14084 members 
Mstep: Class 9 contains 16201 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 2350 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20330 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19856 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8317 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18739 members 
Mstep: Class 31 contains 19596 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7347 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15992 members 
Mstep: Class 40 contains 9976 members 
Mstep: Class 41 contains 6745 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6073 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3713 members 
Mstep: Class 49 contains 14581 members 
Mstep: Class 50 contains 10359 members 
Mstep: Class 51 contains 19022 members 
Mstep: Class 52 contains 9902 members 
Mstep: Class 53 contains 7732 members 
Mstep: Class 54 contains 1621 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3402 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18178 members 
Mstep: Class 61 contains 15449 members 
Mstep: Class 62 contains 8744 members 
Mstep: Class 63 contains 1385 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16586 members 
Mstep: Class 67 contains 2556 members 
Mstep: Class 68 contains 14697 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21891 members 
Mstep: Class 71 contains 23148 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3197 members 
Mstep: Class 74 contains 2863 members 
Mstep: Class 75 contains 6836 members 
Mstep: Class 76 contains 10006 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7080 members 
Mstep: Class 79 contains 20888 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 19746 members 
Mstep: Class 82 contains 1352 members 
Mstep: Class 83 contains 2193 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22529 members 
Mstep: Class 86 contains 7734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941816.000000 Penalty: 183801.937500
Iteration 189Q: 86 clusters Score -8.594182e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 7193 members 
Mstep: Class 4 contains 13596 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14079 members 
Mstep: Class 9 contains 16200 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 2350 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20297 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19853 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8315 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18747 members 
Mstep: Class 31 contains 19604 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7348 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15986 members 
Mstep: Class 40 contains 9976 members 
Mstep: Class 41 contains 6747 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6075 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3743 members 
Mstep: Class 49 contains 14581 members 
Mstep: Class 50 contains 10363 members 
Mstep: Class 51 contains 19012 members 
Mstep: Class 52 contains 9903 members 
Mstep: Class 53 contains 7731 members 
Mstep: Class 54 contains 1621 members 
Mstep: Class 55 contains 841 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3402 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18169 members 
Mstep: Class 61 contains 15441 members 
Mstep: Class 62 contains 8743 members 
Mstep: Class 63 contains 1387 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16586 members 
Mstep: Class 67 contains 2555 members 
Mstep: Class 68 contains 14717 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21891 members 
Mstep: Class 71 contains 23141 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6840 members 
Mstep: Class 76 contains 10005 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7077 members 
Mstep: Class 79 contains 20896 members 
Mstep: Class 80 contains 9401 members 
Mstep: Class 81 contains 19742 members 
Mstep: Class 82 contains 1352 members 
Mstep: Class 83 contains 2193 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22529 members 
Mstep: Class 86 contains 7738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941904.000000 Penalty: 183801.937500
Iteration 190Q: 86 clusters Score -8.59419e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 7193 members 
Mstep: Class 4 contains 13596 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14071 members 
Mstep: Class 9 contains 16196 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 2348 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 12579 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20281 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19849 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8315 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18756 members 
Mstep: Class 31 contains 19610 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7348 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15973 members 
Mstep: Class 40 contains 9976 members 
Mstep: Class 41 contains 6750 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6077 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3775 members 
Mstep: Class 49 contains 14581 members 
Mstep: Class 50 contains 10365 members 
Mstep: Class 51 contains 18999 members 
Mstep: Class 52 contains 9905 members 
Mstep: Class 53 contains 7731 members 
Mstep: Class 54 contains 1621 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3401 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18164 members 
Mstep: Class 61 contains 15433 members 
Mstep: Class 62 contains 8743 members 
Mstep: Class 63 contains 1389 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16586 members 
Mstep: Class 67 contains 2555 members 
Mstep: Class 68 contains 14735 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21886 members 
Mstep: Class 71 contains 23138 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6844 members 
Mstep: Class 76 contains 10005 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7072 members 
Mstep: Class 79 contains 20894 members 
Mstep: Class 80 contains 9401 members 
Mstep: Class 81 contains 19744 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2193 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22530 members 
Mstep: Class 86 contains 7745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941904.000000 Penalty: 183801.937500
Iteration 191Q: 86 clusters Score -8.59419e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 13596 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14063 members 
Mstep: Class 9 contains 16195 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 2349 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 12579 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20262 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19850 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8314 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18759 members 
Mstep: Class 31 contains 19616 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7348 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3387 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15964 members 
Mstep: Class 40 contains 9978 members 
Mstep: Class 41 contains 6757 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6078 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3812 members 
Mstep: Class 49 contains 14580 members 
Mstep: Class 50 contains 10367 members 
Mstep: Class 51 contains 18984 members 
Mstep: Class 52 contains 9904 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3400 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18159 members 
Mstep: Class 61 contains 15431 members 
Mstep: Class 62 contains 8743 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16586 members 
Mstep: Class 67 contains 2556 members 
Mstep: Class 68 contains 14749 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21884 members 
Mstep: Class 71 contains 23137 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3199 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6847 members 
Mstep: Class 76 contains 10002 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7067 members 
Mstep: Class 79 contains 20883 members 
Mstep: Class 80 contains 9400 members 
Mstep: Class 81 contains 19742 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2193 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22535 members 
Mstep: Class 86 contains 7752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941912.000000 Penalty: 183801.937500
Iteration 192Q: 86 clusters Score -8.594191e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 7193 members 
Mstep: Class 4 contains 13596 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14052 members 
Mstep: Class 9 contains 16197 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2349 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 12579 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20243 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 21 contains 19832 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8316 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18762 members 
Mstep: Class 31 contains 19624 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7348 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3387 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15961 members 
Mstep: Class 40 contains 9979 members 
Mstep: Class 41 contains 6758 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6080 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3845 members 
Mstep: Class 49 contains 14580 members 
Mstep: Class 50 contains 10368 members 
Mstep: Class 51 contains 18983 members 
Mstep: Class 52 contains 9904 members 
Mstep: Class 53 contains 7731 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18154 members 
Mstep: Class 61 contains 15426 members 
Mstep: Class 62 contains 8744 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16586 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 14771 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21879 members 
Mstep: Class 71 contains 23136 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3199 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6850 members 
Mstep: Class 76 contains 10000 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7058 members 
Mstep: Class 79 contains 20875 members 
Mstep: Class 80 contains 9400 members 
Mstep: Class 81 contains 19741 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2193 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22539 members 
Mstep: Class 86 contains 7754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941832.000000 Penalty: 183801.937500
Iteration 193Q: 86 clusters Score -8.594183e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 7193 members 
Mstep: Class 4 contains 13596 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14040 members 
Mstep: Class 9 contains 16197 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2349 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 12579 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20226 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19822 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8314 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18766 members 
Mstep: Class 31 contains 19630 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7348 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3387 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15953 members 
Mstep: Class 40 contains 9980 members 
Mstep: Class 41 contains 6757 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6082 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3873 members 
Mstep: Class 49 contains 14579 members 
Mstep: Class 50 contains 10367 members 
Mstep: Class 51 contains 18982 members 
Mstep: Class 52 contains 9905 members 
Mstep: Class 53 contains 7731 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18148 members 
Mstep: Class 61 contains 15419 members 
Mstep: Class 62 contains 8744 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16586 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 14790 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21880 members 
Mstep: Class 71 contains 23131 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6849 members 
Mstep: Class 76 contains 9999 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7056 members 
Mstep: Class 79 contains 20888 members 
Mstep: Class 80 contains 9400 members 
Mstep: Class 81 contains 19736 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2193 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22542 members 
Mstep: Class 86 contains 7756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941856.000000 Penalty: 183801.937500
Iteration 194Q: 86 clusters Score -8.594186e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 7193 members 
Mstep: Class 4 contains 13596 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14033 members 
Mstep: Class 9 contains 16197 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2350 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 12579 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20212 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19813 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8312 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18773 members 
Mstep: Class 31 contains 19639 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7348 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3387 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15942 members 
Mstep: Class 40 contains 9982 members 
Mstep: Class 41 contains 6757 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6082 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3902 members 
Mstep: Class 49 contains 14580 members 
Mstep: Class 50 contains 10367 members 
Mstep: Class 51 contains 18981 members 
Mstep: Class 52 contains 9906 members 
Mstep: Class 53 contains 7731 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18141 members 
Mstep: Class 61 contains 15417 members 
Mstep: Class 62 contains 8744 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16585 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 14814 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21873 members 
Mstep: Class 71 contains 23124 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6848 members 
Mstep: Class 76 contains 9995 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7055 members 
Mstep: Class 79 contains 20894 members 
Mstep: Class 80 contains 9400 members 
Mstep: Class 81 contains 19722 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2193 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22550 members 
Mstep: Class 86 contains 7756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85941944.000000 Penalty: 183801.937500
Iteration 195Q: 86 clusters Score -8.594194e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 13596 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14019 members 
Mstep: Class 9 contains 16201 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2350 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20171 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19796 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8310 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18777 members 
Mstep: Class 31 contains 19649 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7348 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3387 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15928 members 
Mstep: Class 40 contains 9985 members 
Mstep: Class 41 contains 6759 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6082 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3929 members 
Mstep: Class 49 contains 14580 members 
Mstep: Class 50 contains 10368 members 
Mstep: Class 51 contains 18992 members 
Mstep: Class 52 contains 9906 members 
Mstep: Class 53 contains 7732 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3400 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18135 members 
Mstep: Class 61 contains 15411 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16585 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 14842 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21872 members 
Mstep: Class 71 contains 23117 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6850 members 
Mstep: Class 76 contains 9994 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7053 members 
Mstep: Class 79 contains 20934 members 
Mstep: Class 80 contains 9400 members 
Mstep: Class 81 contains 19704 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2193 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22546 members 
Mstep: Class 86 contains 7756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942104.000000 Penalty: 183801.937500
Iteration 196Q: 86 clusters Score -8.59421e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 7191 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14005 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2350 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20115 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19775 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8308 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18779 members 
Mstep: Class 31 contains 19656 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7348 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3388 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15917 members 
Mstep: Class 40 contains 9988 members 
Mstep: Class 41 contains 6756 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6084 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3963 members 
Mstep: Class 49 contains 14580 members 
Mstep: Class 50 contains 10367 members 
Mstep: Class 51 contains 19000 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7733 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3402 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18129 members 
Mstep: Class 61 contains 15411 members 
Mstep: Class 62 contains 8743 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16586 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 14879 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21871 members 
Mstep: Class 71 contains 23110 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6850 members 
Mstep: Class 76 contains 9994 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7049 members 
Mstep: Class 79 contains 20984 members 
Mstep: Class 80 contains 9400 members 
Mstep: Class 81 contains 19678 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2193 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22547 members 
Mstep: Class 86 contains 7756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942072.000000 Penalty: 183801.937500
Iteration 197Q: 86 clusters Score -8.594207e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13988 members 
Mstep: Class 9 contains 16206 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2350 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20059 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19745 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8304 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18779 members 
Mstep: Class 31 contains 19660 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7348 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3389 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15907 members 
Mstep: Class 40 contains 9994 members 
Mstep: Class 41 contains 6755 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6084 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 3990 members 
Mstep: Class 49 contains 14580 members 
Mstep: Class 50 contains 10368 members 
Mstep: Class 51 contains 19010 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7732 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18121 members 
Mstep: Class 61 contains 15405 members 
Mstep: Class 62 contains 8743 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16587 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 14916 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21868 members 
Mstep: Class 71 contains 23106 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6852 members 
Mstep: Class 76 contains 9991 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7047 members 
Mstep: Class 79 contains 21042 members 
Mstep: Class 80 contains 9400 members 
Mstep: Class 81 contains 19664 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2193 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22552 members 
Mstep: Class 86 contains 7762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942000.000000 Penalty: 183801.937500
Iteration 198Q: 86 clusters Score -8.5942e+07 nChanged 334
Entering ConstructFrom: 
Score: -85942000.000000 Penalty: 183801.937500
Entering ConstructFrom: 
Trying to split cluster 1 (3581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Entering Unmasked Estep 
Score: -487265.156250 Penalty: 1329.802002
	Iteration 0F: 2 clusters Score -487265.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -484188.937500 Penalty: 2659.604004
	Iteration 0F: 3 clusters Score -484188.9 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -485149.281250 Penalty: 2659.604004
	Iteration 1F: 3 clusters Score -485149.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -485497.093750 Penalty: 2659.604004
	Iteration 2F: 3 clusters Score -485497.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -485779.593750 Penalty: 2659.604004
	Iteration 3F: 3 clusters Score -485779.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -486041.062500 Penalty: 2659.604004
	Iteration 4F: 3 clusters Score -486041.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -486239.031250 Penalty: 2659.604004
	Iteration 5F: 3 clusters Score -486239 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -486364.312500 Penalty: 2659.604004
	Iteration 6Q: 3 clusters Score -486364.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -486440.437500 Penalty: 2659.604004
	Iteration 7Q: 3 clusters Score -486440.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -486491.968750 Penalty: 2659.604004
	Iteration 8Q: 3 clusters Score -486492 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -486532.750000 Penalty: 2659.604004
	Iteration 9Q: 3 clusters Score -486532.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -486568.343750 Penalty: 2659.604004
	Iteration 10Q: 3 clusters Score -486568.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -486592.218750 Penalty: 2659.604004
	Iteration 11Q: 3 clusters Score -486592.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -486607.031250 Penalty: 2659.604004
	Iteration 12Q: 3 clusters Score -486607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -486621.437500 Penalty: 2659.604004
	Iteration 13Q: 3 clusters Score -486621.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -486634.468750 Penalty: 2659.604004
	Iteration 14Q: 3 clusters Score -486634.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -486646.312500 Penalty: 2659.604004
	Iteration 15Q: 3 clusters Score -486646.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -486655.406250 Penalty: 2659.604004
	Iteration 16Q: 3 clusters Score -486655.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -486664.625000 Penalty: 2659.604004
	Iteration 17Q: 3 clusters Score -486664.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -486670.656250 Penalty: 2659.604004
	Iteration 18Q: 3 clusters Score -486670.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -486676.812500 Penalty: 2659.604004
	Iteration 19Q: 3 clusters Score -486676.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -486680.812500 Penalty: 2659.604004
	Iteration 20F: 3 clusters Score -486680.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -486684.937500 Penalty: 2659.604004
	Iteration 21Q: 3 clusters Score -486684.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -486688.406250 Penalty: 2659.604004
	Iteration 22Q: 3 clusters Score -486688.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -486690.531250 Penalty: 2659.604004
	Iteration 23Q: 3 clusters Score -486690.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -486692.062500 Penalty: 2659.604004
	Iteration 24Q: 3 clusters Score -486692.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -486692.562500 Penalty: 2659.604004
	Iteration 25Q: 3 clusters Score -486692.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -486693.062500 Penalty: 2659.604004
	Iteration 26Q: 3 clusters Score -486693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -486693.187500 Penalty: 2659.604004
	Iteration 27Q: 3 clusters Score -486693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -486693.812500 Penalty: 2659.604004
	Iteration 28Q: 3 clusters Score -486693.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -486693.468750 Penalty: 2659.604004
	Iteration 29Q: 3 clusters Score -486693.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -486693.625000 Penalty: 2659.604004
	Iteration 30Q: 3 clusters Score -486693.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -486693.343750 Penalty: 2659.604004
	Iteration 31Q: 3 clusters Score -486693.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -486694.125000 Penalty: 2659.604004
	Iteration 32Q: 3 clusters Score -486694.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -486694.375000 Penalty: 2659.604004
	Iteration 33Q: 3 clusters Score -486694.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -486695.687500 Penalty: 2659.604004
	Iteration 34Q: 3 clusters Score -486695.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -486695.781250 Penalty: 2659.604004
	Iteration 35Q: 3 clusters Score -486695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -486695.468750 Penalty: 2659.604004
	Iteration 36Q: 3 clusters Score -486695.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -486696.343750 Penalty: 2659.604004
	Iteration 37Q: 3 clusters Score -486696.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -486696.343750 Penalty: 2659.604004
	Iteration 38F: 3 clusters Score -486696.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -190052.109375 Penalty: 1163.384888
	Iteration 0F: 2 clusters Score -190052.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -188404.171875 Penalty: 2326.769775
	Iteration 0F: 3 clusters Score -188404.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -188697.578125 Penalty: 2326.769775
	Iteration 1F: 3 clusters Score -188697.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -188769.937500 Penalty: 2326.769775
	Iteration 2F: 3 clusters Score -188769.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -188810.343750 Penalty: 2326.769775
	Iteration 3Q: 3 clusters Score -188810.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -188826.953125 Penalty: 2326.769775
	Iteration 4Q: 3 clusters Score -188827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -188840.062500 Penalty: 2326.769775
	Iteration 5Q: 3 clusters Score -188840.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -188850.312500 Penalty: 2326.769775
	Iteration 6Q: 3 clusters Score -188850.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -188858.359375 Penalty: 2326.769775
	Iteration 7Q: 3 clusters Score -188858.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -188867.781250 Penalty: 2326.769775
	Iteration 8Q: 3 clusters Score -188867.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -188875.500000 Penalty: 2326.769775
	Iteration 9Q: 3 clusters Score -188875.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -188879.421875 Penalty: 2326.769775
	Iteration 10Q: 3 clusters Score -188879.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -188884.812500 Penalty: 2326.769775
	Iteration 11Q: 3 clusters Score -188884.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -188888.750000 Penalty: 2326.769775
	Iteration 12Q: 3 clusters Score -188888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -188889.703125 Penalty: 2326.769775
	Iteration 13Q: 3 clusters Score -188889.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -188890.000000 Penalty: 2326.769775
	Iteration 14Q: 3 clusters Score -188890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -188890.656250 Penalty: 2326.769775
	Iteration 15Q: 3 clusters Score -188890.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -188890.609375 Penalty: 2326.769775
	Iteration 16Q: 3 clusters Score -188890.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -188891.109375 Penalty: 2326.769775
	Iteration 17Q: 3 clusters Score -188891.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -188891.328125 Penalty: 2326.769775
	Iteration 18Q: 3 clusters Score -188891.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -188891.328125 Penalty: 2326.769775
	Iteration 19F: 3 clusters Score -188891.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Entering Unmasked Estep 
Score: -1042684.562500 Penalty: 1443.072510
	Iteration 0F: 2 clusters Score -1042685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1037308.687500 Penalty: 2886.145020
	Iteration 0F: 3 clusters Score -1037309 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1039018.187500 Penalty: 2886.145020
	Iteration 1F: 3 clusters Score -1039018 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1039410.375000 Penalty: 2886.145020
	Iteration 2F: 3 clusters Score -1039410 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1039862.687500 Penalty: 2886.145020
	Iteration 3F: 3 clusters Score -1039863 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1040345.125000 Penalty: 2886.145020
	Iteration 4F: 3 clusters Score -1040345 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1040747.312500 Penalty: 2886.145020
	Iteration 5F: 3 clusters Score -1040747 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1041092.437500 Penalty: 2886.145020
	Iteration 6F: 3 clusters Score -1041092 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1041350.125000 Penalty: 2886.145020
	Iteration 7Q: 3 clusters Score -1041350 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1041539.250000 Penalty: 2886.145020
	Iteration 8Q: 3 clusters Score -1041539 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1041664.000000 Penalty: 2886.145020
	Iteration 9Q: 3 clusters Score -1041664 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1041748.875000 Penalty: 2886.145020
	Iteration 10Q: 3 clusters Score -1041749 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1041795.875000 Penalty: 2886.145020
	Iteration 11Q: 3 clusters Score -1041796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1041819.062500 Penalty: 2886.145020
	Iteration 12Q: 3 clusters Score -1041819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1041836.500000 Penalty: 2886.145020
	Iteration 13Q: 3 clusters Score -1041836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1041847.062500 Penalty: 2886.145020
	Iteration 14Q: 3 clusters Score -1041847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1041858.250000 Penalty: 2886.145020
	Iteration 15Q: 3 clusters Score -1041858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1041869.437500 Penalty: 2886.145020
	Iteration 16Q: 3 clusters Score -1041869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1041883.125000 Penalty: 2886.145020
	Iteration 17Q: 3 clusters Score -1041883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1041889.187500 Penalty: 2886.145020
	Iteration 18Q: 3 clusters Score -1041889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1041892.187500 Penalty: 2886.145020
	Iteration 19Q: 3 clusters Score -1041892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1041895.437500 Penalty: 2886.145020
	Iteration 20F: 3 clusters Score -1041895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1041904.875000 Penalty: 2886.145020
	Iteration 21Q: 3 clusters Score -1041905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1041909.125000 Penalty: 2886.145020
	Iteration 22Q: 3 clusters Score -1041909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1041921.437500 Penalty: 2886.145020
	Iteration 23Q: 3 clusters Score -1041921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1041932.375000 Penalty: 2886.145020
	Iteration 24Q: 3 clusters Score -1041932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1041944.062500 Penalty: 2886.145020
	Iteration 25Q: 3 clusters Score -1041944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1041954.250000 Penalty: 2886.145020
	Iteration 26Q: 3 clusters Score -1041954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1041963.000000 Penalty: 2886.145020
	Iteration 27Q: 3 clusters Score -1041963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1041972.625000 Penalty: 2886.145020
	Iteration 28Q: 3 clusters Score -1041973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1041976.437500 Penalty: 2886.145020
	Iteration 29Q: 3 clusters Score -1041976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1041983.000000 Penalty: 2886.145020
	Iteration 30Q: 3 clusters Score -1041983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1041993.625000 Penalty: 2886.145020
	Iteration 31Q: 3 clusters Score -1041994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1042003.687500 Penalty: 2886.145020
	Iteration 32Q: 3 clusters Score -1042004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1042009.375000 Penalty: 2886.145020
	Iteration 33Q: 3 clusters Score -1042009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1042022.562500 Penalty: 2886.145020
	Iteration 34Q: 3 clusters Score -1042023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1042040.125000 Penalty: 2886.145020
	Iteration 35Q: 3 clusters Score -1042040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1042051.750000 Penalty: 2886.145020
	Iteration 36Q: 3 clusters Score -1042052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1042066.750000 Penalty: 2886.145020
	Iteration 37Q: 3 clusters Score -1042067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1042084.500000 Penalty: 2886.145020
	Iteration 38Q: 3 clusters Score -1042084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1042093.062500 Penalty: 2886.145020
	Iteration 39Q: 3 clusters Score -1042093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1042098.500000 Penalty: 2886.145020
	Iteration 40F: 3 clusters Score -1042098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1042101.562500 Penalty: 2886.145020
	Iteration 41Q: 3 clusters Score -1042102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1042101.562500 Penalty: 2886.145020
	Iteration 42F: 3 clusters Score -1042102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Entering Unmasked Estep 
Score: -1900026.875000 Penalty: 1546.622681
	Iteration 0F: 2 clusters Score -1900027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1890637.750000 Penalty: 3093.245361
	Iteration 0F: 3 clusters Score -1890638 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1893968.125000 Penalty: 3093.245361
	Iteration 1F: 3 clusters Score -1893968 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1894322.875000 Penalty: 3093.245361
	Iteration 2F: 3 clusters Score -1894323 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1894663.750000 Penalty: 3093.245361
	Iteration 3F: 3 clusters Score -1894664 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1895026.375000 Penalty: 3093.245361
	Iteration 4F: 3 clusters Score -1895026 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1895452.250000 Penalty: 3093.245361
	Iteration 5F: 3 clusters Score -1895452 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1895995.250000 Penalty: 3093.245361
	Iteration 6F: 3 clusters Score -1895995 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1896681.000000 Penalty: 3093.245361
	Iteration 7F: 3 clusters Score -1896681 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1897385.875000 Penalty: 3093.245361
	Iteration 8F: 3 clusters Score -1897386 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1897891.500000 Penalty: 3093.245361
	Iteration 9Q: 3 clusters Score -1897892 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1898226.875000 Penalty: 3093.245361
	Iteration 10Q: 3 clusters Score -1898227 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1898422.000000 Penalty: 3093.245361
	Iteration 11Q: 3 clusters Score -1898422 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1898561.000000 Penalty: 3093.245361
	Iteration 12Q: 3 clusters Score -1898561 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1898678.250000 Penalty: 3093.245361
	Iteration 13Q: 3 clusters Score -1898678 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1898757.875000 Penalty: 3093.245361
	Iteration 14Q: 3 clusters Score -1898758 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1898824.250000 Penalty: 3093.245361
	Iteration 15Q: 3 clusters Score -1898824 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1898873.625000 Penalty: 3093.245361
	Iteration 16Q: 3 clusters Score -1898874 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1898918.125000 Penalty: 3093.245361
	Iteration 17Q: 3 clusters Score -1898918 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1898952.000000 Penalty: 3093.245361
	Iteration 18Q: 3 clusters Score -1898952 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1898987.500000 Penalty: 3093.245361
	Iteration 19Q: 3 clusters Score -1898988 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1899021.125000 Penalty: 3093.245361
	Iteration 20F: 3 clusters Score -1899021 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1899045.875000 Penalty: 3093.245361
	Iteration 21Q: 3 clusters Score -1899046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1899062.625000 Penalty: 3093.245361
	Iteration 22Q: 3 clusters Score -1899063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1899079.875000 Penalty: 3093.245361
	Iteration 23Q: 3 clusters Score -1899080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1899086.375000 Penalty: 3093.245361
	Iteration 24Q: 3 clusters Score -1899086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1899094.875000 Penalty: 3093.245361
	Iteration 25Q: 3 clusters Score -1899095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1899107.125000 Penalty: 3093.245361
	Iteration 26Q: 3 clusters Score -1899107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1899114.375000 Penalty: 3093.245361
	Iteration 27Q: 3 clusters Score -1899114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1899121.875000 Penalty: 3093.245361
	Iteration 28Q: 3 clusters Score -1899122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1899127.000000 Penalty: 3093.245361
	Iteration 29Q: 3 clusters Score -1899127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1899133.125000 Penalty: 3093.245361
	Iteration 30Q: 3 clusters Score -1899133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1899135.500000 Penalty: 3093.245361
	Iteration 31Q: 3 clusters Score -1899136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1899143.625000 Penalty: 3093.245361
	Iteration 32Q: 3 clusters Score -1899144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1899140.125000 Penalty: 3093.245361
	Iteration 33Q: 3 clusters Score -1899140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1899140.375000 Penalty: 3093.245361
	Iteration 34Q: 3 clusters Score -1899140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1899145.250000 Penalty: 3093.245361
	Iteration 35Q: 3 clusters Score -1899145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1899145.000000 Penalty: 3093.245361
	Iteration 36Q: 3 clusters Score -1899145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1899144.000000 Penalty: 3093.245361
	Iteration 37Q: 3 clusters Score -1899144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1899146.875000 Penalty: 3093.245361
	Iteration 38Q: 3 clusters Score -1899147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1899146.750000 Penalty: 3093.245361
	Iteration 39Q: 3 clusters Score -1899147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1899150.125000 Penalty: 3093.245361
	Iteration 40F: 3 clusters Score -1899150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1899155.000000 Penalty: 3093.245361
	Iteration 41Q: 3 clusters Score -1899155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1899157.500000 Penalty: 3093.245361
	Iteration 42Q: 3 clusters Score -1899158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1899157.500000 Penalty: 3093.245361
	Iteration 43Q: 3 clusters Score -1899158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1899156.250000 Penalty: 3093.245361
	Iteration 44Q: 3 clusters Score -1899156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1899159.375000 Penalty: 3093.245361
	Iteration 45Q: 3 clusters Score -1899159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1899160.750000 Penalty: 3093.245361
	Iteration 46Q: 3 clusters Score -1899161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1899161.875000 Penalty: 3093.245361
	Iteration 47Q: 3 clusters Score -1899162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1899161.125000 Penalty: 3093.245361
	Iteration 48Q: 3 clusters Score -1899161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1899162.750000 Penalty: 3093.245361
	Iteration 49Q: 3 clusters Score -1899163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1899162.750000 Penalty: 3093.245361
	Iteration 50F: 3 clusters Score -1899163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Entering Unmasked Estep 
Score: -210844.984375 Penalty: 1204.083008
	Iteration 0F: 2 clusters Score -210845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -208993.703125 Penalty: 2408.166016
	Iteration 0F: 3 clusters Score -208993.7 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -209625.906250 Penalty: 2408.166016
	Iteration 1F: 3 clusters Score -209625.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -209947.671875 Penalty: 2408.166016
	Iteration 2F: 3 clusters Score -209947.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -210117.218750 Penalty: 2408.166016
	Iteration 3F: 3 clusters Score -210117.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -210206.171875 Penalty: 2408.166016
	Iteration 4Q: 3 clusters Score -210206.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -210272.359375 Penalty: 2408.166016
	Iteration 5Q: 3 clusters Score -210272.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -210309.593750 Penalty: 2408.166016
	Iteration 6Q: 3 clusters Score -210309.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -210337.718750 Penalty: 2408.166016
	Iteration 7Q: 3 clusters Score -210337.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -210355.031250 Penalty: 2408.166016
	Iteration 8Q: 3 clusters Score -210355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -210373.625000 Penalty: 2408.166016
	Iteration 9Q: 3 clusters Score -210373.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -210393.515625 Penalty: 2408.166016
	Iteration 10Q: 3 clusters Score -210393.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -210408.250000 Penalty: 2408.166016
	Iteration 11Q: 3 clusters Score -210408.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -210418.500000 Penalty: 2408.166016
	Iteration 12Q: 3 clusters Score -210418.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -210423.359375 Penalty: 2408.166016
	Iteration 13Q: 3 clusters Score -210423.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -210426.187500 Penalty: 2408.166016
	Iteration 14Q: 3 clusters Score -210426.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -210427.968750 Penalty: 2408.166016
	Iteration 15Q: 3 clusters Score -210428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -210429.718750 Penalty: 2408.166016
	Iteration 16Q: 3 clusters Score -210429.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -210430.625000 Penalty: 2408.166016
	Iteration 17Q: 3 clusters Score -210430.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -210431.140625 Penalty: 2408.166016
	Iteration 18Q: 3 clusters Score -210431.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -210431.140625 Penalty: 2408.166016
	Iteration 19F: 3 clusters Score -210431.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -161215.187500 Penalty: 1163.511230
	Iteration 0F: 2 clusters Score -161215.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -159602.046875 Penalty: 2327.022461
	Iteration 0F: 3 clusters Score -159602 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -160145.093750 Penalty: 2327.022461
	Iteration 1F: 3 clusters Score -160145.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -160371.156250 Penalty: 2327.022461
	Iteration 2F: 3 clusters Score -160371.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -160569.000000 Penalty: 2327.022461
	Iteration 3F: 3 clusters Score -160569 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -160727.968750 Penalty: 2327.022461
	Iteration 4F: 3 clusters Score -160728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -160863.437500 Penalty: 2327.022461
	Iteration 5Q: 3 clusters Score -160863.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -160952.968750 Penalty: 2327.022461
	Iteration 6Q: 3 clusters Score -160953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -161008.093750 Penalty: 2327.022461
	Iteration 7Q: 3 clusters Score -161008.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -161046.109375 Penalty: 2327.022461
	Iteration 8Q: 3 clusters Score -161046.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -161081.281250 Penalty: 2327.022461
	Iteration 9Q: 3 clusters Score -161081.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -161117.203125 Penalty: 2327.022461
	Iteration 10Q: 3 clusters Score -161117.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -161140.343750 Penalty: 2327.022461
	Iteration 11Q: 3 clusters Score -161140.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -161147.140625 Penalty: 2327.022461
	Iteration 12Q: 3 clusters Score -161147.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -161151.421875 Penalty: 2327.022461
	Iteration 13Q: 3 clusters Score -161151.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -161151.390625 Penalty: 2327.022461
	Iteration 14Q: 3 clusters Score -161151.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -161151.390625 Penalty: 2327.022461
	Iteration 15F: 3 clusters Score -161151.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -175971.875000 Penalty: 1182.328003
	Iteration 0F: 2 clusters Score -175971.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -174212.796875 Penalty: 2364.656006
	Iteration 0F: 3 clusters Score -174212.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -174646.359375 Penalty: 2364.656006
	Iteration 1F: 3 clusters Score -174646.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -174825.718750 Penalty: 2364.656006
	Iteration 2F: 3 clusters Score -174825.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -174999.781250 Penalty: 2364.656006
	Iteration 3F: 3 clusters Score -174999.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -175137.343750 Penalty: 2364.656006
	Iteration 4F: 3 clusters Score -175137.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -175217.203125 Penalty: 2364.656006
	Iteration 5F: 3 clusters Score -175217.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -175277.250000 Penalty: 2364.656006
	Iteration 6Q: 3 clusters Score -175277.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -175313.593750 Penalty: 2364.656006
	Iteration 7Q: 3 clusters Score -175313.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -175341.125000 Penalty: 2364.656006
	Iteration 8Q: 3 clusters Score -175341.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -175357.046875 Penalty: 2364.656006
	Iteration 9Q: 3 clusters Score -175357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -175361.140625 Penalty: 2364.656006
	Iteration 10Q: 3 clusters Score -175361.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -175364.281250 Penalty: 2364.656006
	Iteration 11Q: 3 clusters Score -175364.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -175371.750000 Penalty: 2364.656006
	Iteration 12Q: 3 clusters Score -175371.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -175378.250000 Penalty: 2364.656006
	Iteration 13Q: 3 clusters Score -175378.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -175383.187500 Penalty: 2364.656006
	Iteration 14Q: 3 clusters Score -175383.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -175390.921875 Penalty: 2364.656006
	Iteration 15Q: 3 clusters Score -175390.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -175398.140625 Penalty: 2364.656006
	Iteration 16Q: 3 clusters Score -175398.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -175402.765625 Penalty: 2364.656006
	Iteration 17Q: 3 clusters Score -175402.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -175406.640625 Penalty: 2364.656006
	Iteration 18Q: 3 clusters Score -175406.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -175408.484375 Penalty: 2364.656006
	Iteration 19Q: 3 clusters Score -175408.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -175408.484375 Penalty: 2364.656006
	Iteration 20F: 3 clusters Score -175408.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Entering Unmasked Estep 
Score: -2125220.750000 Penalty: 1551.171265
	Iteration 0F: 2 clusters Score -2125221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2115724.250000 Penalty: 3102.342529
	Iteration 0F: 3 clusters Score -2115724 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2119045.000000 Penalty: 3102.342529
	Iteration 1F: 3 clusters Score -2119045 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2119443.000000 Penalty: 3102.342529
	Iteration 2F: 3 clusters Score -2119443 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2119804.250000 Penalty: 3102.342529
	Iteration 3F: 3 clusters Score -2119804 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2120155.250000 Penalty: 3102.342529
	Iteration 4F: 3 clusters Score -2120155 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2120504.250000 Penalty: 3102.342529
	Iteration 5F: 3 clusters Score -2120504 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2120873.250000 Penalty: 3102.342529
	Iteration 6F: 3 clusters Score -2120873 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2121263.750000 Penalty: 3102.342529
	Iteration 7Q: 3 clusters Score -2121264 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2121667.000000 Penalty: 3102.342529
	Iteration 8Q: 3 clusters Score -2121667 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2122077.250000 Penalty: 3102.342529
	Iteration 9Q: 3 clusters Score -2122077 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2122478.000000 Penalty: 3102.342529
	Iteration 10Q: 3 clusters Score -2122478 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2122837.500000 Penalty: 3102.342529
	Iteration 11Q: 3 clusters Score -2122838 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2123113.750000 Penalty: 3102.342529
	Iteration 12Q: 3 clusters Score -2123114 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2123326.750000 Penalty: 3102.342529
	Iteration 13Q: 3 clusters Score -2123327 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2123474.500000 Penalty: 3102.342529
	Iteration 14Q: 3 clusters Score -2123474 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2123560.250000 Penalty: 3102.342529
	Iteration 15Q: 3 clusters Score -2123560 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2123626.250000 Penalty: 3102.342529
	Iteration 16Q: 3 clusters Score -2123626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2123669.250000 Penalty: 3102.342529
	Iteration 17Q: 3 clusters Score -2123669 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2123715.000000 Penalty: 3102.342529
	Iteration 18Q: 3 clusters Score -2123715 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2123747.000000 Penalty: 3102.342529
	Iteration 19Q: 3 clusters Score -2123747 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2123780.000000 Penalty: 3102.342529
	Iteration 20F: 3 clusters Score -2123780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2123808.500000 Penalty: 3102.342529
	Iteration 21Q: 3 clusters Score -2123808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2123824.000000 Penalty: 3102.342529
	Iteration 22Q: 3 clusters Score -2123824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2123831.500000 Penalty: 3102.342529
	Iteration 23Q: 3 clusters Score -2123832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2123843.500000 Penalty: 3102.342529
	Iteration 24Q: 3 clusters Score -2123844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2123849.500000 Penalty: 3102.342529
	Iteration 25Q: 3 clusters Score -2123850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2123852.250000 Penalty: 3102.342529
	Iteration 26Q: 3 clusters Score -2123852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2123861.500000 Penalty: 3102.342529
	Iteration 27Q: 3 clusters Score -2123862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2123867.500000 Penalty: 3102.342529
	Iteration 28Q: 3 clusters Score -2123868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2123871.750000 Penalty: 3102.342529
	Iteration 29Q: 3 clusters Score -2123872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2123874.250000 Penalty: 3102.342529
	Iteration 30Q: 3 clusters Score -2123874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2123876.250000 Penalty: 3102.342529
	Iteration 31Q: 3 clusters Score -2123876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2123877.500000 Penalty: 3102.342529
	Iteration 32Q: 3 clusters Score -2123878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2123880.750000 Penalty: 3102.342529
	Iteration 33Q: 3 clusters Score -2123881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2123882.750000 Penalty: 3102.342529
	Iteration 34Q: 3 clusters Score -2123883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2123884.500000 Penalty: 3102.342529
	Iteration 35Q: 3 clusters Score -2123884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2123886.750000 Penalty: 3102.342529
	Iteration 36Q: 3 clusters Score -2123887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2123883.750000 Penalty: 3102.342529
	Iteration 37Q: 3 clusters Score -2123884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2123883.750000 Penalty: 3102.342529
	Iteration 38F: 3 clusters Score -2123884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Entering Unmasked Estep 
Score: -2399138.250000 Penalty: 1575.144653
	Iteration 0F: 2 clusters Score -2399138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2388149.250000 Penalty: 3150.289307
	Iteration 0F: 3 clusters Score -2388149 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2392007.500000 Penalty: 3150.289307
	Iteration 1F: 3 clusters Score -2392008 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2392346.250000 Penalty: 3150.289307
	Iteration 2F: 3 clusters Score -2392346 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2392663.250000 Penalty: 3150.289307
	Iteration 3F: 3 clusters Score -2392663 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2392973.750000 Penalty: 3150.289307
	Iteration 4Q: 3 clusters Score -2392974 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2393284.750000 Penalty: 3150.289307
	Iteration 5Q: 3 clusters Score -2393285 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2393586.500000 Penalty: 3150.289307
	Iteration 6Q: 3 clusters Score -2393586 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2393916.500000 Penalty: 3150.289307
	Iteration 7Q: 3 clusters Score -2393916 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2394272.000000 Penalty: 3150.289307
	Iteration 8Q: 3 clusters Score -2394272 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2394716.250000 Penalty: 3150.289307
	Iteration 9Q: 3 clusters Score -2394716 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2395194.250000 Penalty: 3150.289307
	Iteration 10Q: 3 clusters Score -2395194 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2395614.000000 Penalty: 3150.289307
	Iteration 11Q: 3 clusters Score -2395614 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2396020.250000 Penalty: 3150.289307
	Iteration 12Q: 3 clusters Score -2396020 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2396386.500000 Penalty: 3150.289307
	Iteration 13Q: 3 clusters Score -2396386 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2396703.500000 Penalty: 3150.289307
	Iteration 14Q: 3 clusters Score -2396704 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2396929.500000 Penalty: 3150.289307
	Iteration 15Q: 3 clusters Score -2396930 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2397100.250000 Penalty: 3150.289307
	Iteration 16Q: 3 clusters Score -2397100 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2397244.500000 Penalty: 3150.289307
	Iteration 17Q: 3 clusters Score -2397244 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2397361.500000 Penalty: 3150.289307
	Iteration 18Q: 3 clusters Score -2397362 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2397437.500000 Penalty: 3150.289307
	Iteration 19Q: 3 clusters Score -2397438 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2397497.000000 Penalty: 3150.289307
	Iteration 20F: 3 clusters Score -2397497 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2397544.750000 Penalty: 3150.289307
	Iteration 21Q: 3 clusters Score -2397545 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2397595.250000 Penalty: 3150.289307
	Iteration 22Q: 3 clusters Score -2397595 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -2397626.250000 Penalty: 3150.289307
	Iteration 23Q: 3 clusters Score -2397626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2397663.250000 Penalty: 3150.289307
	Iteration 24Q: 3 clusters Score -2397663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2397673.250000 Penalty: 3150.289307
	Iteration 25Q: 3 clusters Score -2397673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2397685.500000 Penalty: 3150.289307
	Iteration 26Q: 3 clusters Score -2397686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2397698.500000 Penalty: 3150.289307
	Iteration 27Q: 3 clusters Score -2397698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2397705.000000 Penalty: 3150.289307
	Iteration 28Q: 3 clusters Score -2397705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2397709.750000 Penalty: 3150.289307
	Iteration 29Q: 3 clusters Score -2397710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2397728.500000 Penalty: 3150.289307
	Iteration 30Q: 3 clusters Score -2397728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2397740.000000 Penalty: 3150.289307
	Iteration 31Q: 3 clusters Score -2397740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2397751.750000 Penalty: 3150.289307
	Iteration 32Q: 3 clusters Score -2397752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2397758.750000 Penalty: 3150.289307
	Iteration 33Q: 3 clusters Score -2397759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2397767.500000 Penalty: 3150.289307
	Iteration 34Q: 3 clusters Score -2397768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2397782.750000 Penalty: 3150.289307
	Iteration 35Q: 3 clusters Score -2397783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2397785.000000 Penalty: 3150.289307
	Iteration 36Q: 3 clusters Score -2397785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2397788.750000 Penalty: 3150.289307
	Iteration 37Q: 3 clusters Score -2397789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2397789.250000 Penalty: 3150.289307
	Iteration 38Q: 3 clusters Score -2397789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2397791.000000 Penalty: 3150.289307
	Iteration 39Q: 3 clusters Score -2397791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2397792.250000 Penalty: 3150.289307
	Iteration 40F: 3 clusters Score -2397792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2397792.750000 Penalty: 3150.289307
	Iteration 41Q: 3 clusters Score -2397793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2397798.750000 Penalty: 3150.289307
	Iteration 42Q: 3 clusters Score -2397799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2397795.000000 Penalty: 3150.289307
	Iteration 43Q: 3 clusters Score -2397795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2397799.500000 Penalty: 3150.289307
	Iteration 44Q: 3 clusters Score -2397800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2397800.750000 Penalty: 3150.289307
	Iteration 45Q: 3 clusters Score -2397801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2397803.000000 Penalty: 3150.289307
	Iteration 46Q: 3 clusters Score -2397803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2397803.000000 Penalty: 3150.289307
	Iteration 47F: 3 clusters Score -2397803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -327627.562500 Penalty: 1263.345825
	Iteration 0F: 2 clusters Score -327627.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -325314.031250 Penalty: 2526.691650
	Iteration 0F: 3 clusters Score -325314 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -325975.218750 Penalty: 2526.691650
	Iteration 1F: 3 clusters Score -325975.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -326154.093750 Penalty: 2526.691650
	Iteration 2F: 3 clusters Score -326154.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -326270.406250 Penalty: 2526.691650
	Iteration 3F: 3 clusters Score -326270.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -326376.031250 Penalty: 2526.691650
	Iteration 4Q: 3 clusters Score -326376 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -326474.562500 Penalty: 2526.691650
	Iteration 5Q: 3 clusters Score -326474.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -326578.750000 Penalty: 2526.691650
	Iteration 6Q: 3 clusters Score -326578.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -326696.968750 Penalty: 2526.691650
	Iteration 7Q: 3 clusters Score -326697 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -326815.062500 Penalty: 2526.691650
	Iteration 8Q: 3 clusters Score -326815.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -326960.531250 Penalty: 2526.691650
	Iteration 9Q: 3 clusters Score -326960.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -327093.062500 Penalty: 2526.691650
	Iteration 10Q: 3 clusters Score -327093.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -327201.343750 Penalty: 2526.691650
	Iteration 11Q: 3 clusters Score -327201.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -327315.937500 Penalty: 2526.691650
	Iteration 12Q: 3 clusters Score -327315.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -327382.812500 Penalty: 2526.691650
	Iteration 13Q: 3 clusters Score -327382.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -327415.250000 Penalty: 2526.691650
	Iteration 14Q: 3 clusters Score -327415.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -327435.031250 Penalty: 2526.691650
	Iteration 15Q: 3 clusters Score -327435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -327445.500000 Penalty: 2526.691650
	Iteration 16Q: 3 clusters Score -327445.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -327451.281250 Penalty: 2526.691650
	Iteration 17Q: 3 clusters Score -327451.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -327455.437500 Penalty: 2526.691650
	Iteration 18Q: 3 clusters Score -327455.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -327457.343750 Penalty: 2526.691650
	Iteration 19Q: 3 clusters Score -327457.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -327458.625000 Penalty: 2526.691650
	Iteration 20F: 3 clusters Score -327458.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -327459.500000 Penalty: 2526.691650
	Iteration 21Q: 3 clusters Score -327459.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -327459.500000 Penalty: 2526.691650
	Iteration 22F: 3 clusters Score -327459.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Entering Unmasked Estep 
Score: -331081.218750 Penalty: 1261.352783
	Iteration 0F: 2 clusters Score -331081.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -328788.687500 Penalty: 2522.705566
	Iteration 0F: 3 clusters Score -328788.7 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -329300.312500 Penalty: 2522.705566
	Iteration 1F: 3 clusters Score -329300.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -329462.343750 Penalty: 2522.705566
	Iteration 2F: 3 clusters Score -329462.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -329585.812500 Penalty: 2522.705566
	Iteration 3F: 3 clusters Score -329585.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -329693.468750 Penalty: 2522.705566
	Iteration 4Q: 3 clusters Score -329693.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -329822.843750 Penalty: 2522.705566
	Iteration 5F: 3 clusters Score -329822.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -329919.125000 Penalty: 2522.705566
	Iteration 6Q: 3 clusters Score -329919.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -330028.343750 Penalty: 2522.705566
	Iteration 7Q: 3 clusters Score -330028.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -330133.843750 Penalty: 2522.705566
	Iteration 8Q: 3 clusters Score -330133.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -330214.437500 Penalty: 2522.705566
	Iteration 9Q: 3 clusters Score -330214.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -330261.250000 Penalty: 2522.705566
	Iteration 10Q: 3 clusters Score -330261.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -330291.437500 Penalty: 2522.705566
	Iteration 11Q: 3 clusters Score -330291.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -330307.875000 Penalty: 2522.705566
	Iteration 12Q: 3 clusters Score -330307.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -330325.000000 Penalty: 2522.705566
	Iteration 13Q: 3 clusters Score -330325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -330339.031250 Penalty: 2522.705566
	Iteration 14Q: 3 clusters Score -330339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -330353.312500 Penalty: 2522.705566
	Iteration 15Q: 3 clusters Score -330353.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -330377.312500 Penalty: 2522.705566
	Iteration 16Q: 3 clusters Score -330377.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -330394.656250 Penalty: 2522.705566
	Iteration 17Q: 3 clusters Score -330394.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -330416.031250 Penalty: 2522.705566
	Iteration 18Q: 3 clusters Score -330416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -330441.281250 Penalty: 2522.705566
	Iteration 19Q: 3 clusters Score -330441.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -330468.625000 Penalty: 2522.705566
	Iteration 20F: 3 clusters Score -330468.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -330500.593750 Penalty: 2522.705566
	Iteration 21Q: 3 clusters Score -330500.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -330531.343750 Penalty: 2522.705566
	Iteration 22Q: 3 clusters Score -330531.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -330556.937500 Penalty: 2522.705566
	Iteration 23Q: 3 clusters Score -330556.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -330570.375000 Penalty: 2522.705566
	Iteration 24Q: 3 clusters Score -330570.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -330582.468750 Penalty: 2522.705566
	Iteration 25Q: 3 clusters Score -330582.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -330593.906250 Penalty: 2522.705566
	Iteration 26Q: 3 clusters Score -330593.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -330604.781250 Penalty: 2522.705566
	Iteration 27Q: 3 clusters Score -330604.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -330613.093750 Penalty: 2522.705566
	Iteration 28Q: 3 clusters Score -330613.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -330618.812500 Penalty: 2522.705566
	Iteration 29Q: 3 clusters Score -330618.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -330623.156250 Penalty: 2522.705566
	Iteration 30Q: 3 clusters Score -330623.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -330625.562500 Penalty: 2522.705566
	Iteration 31Q: 3 clusters Score -330625.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -330627.062500 Penalty: 2522.705566
	Iteration 32Q: 3 clusters Score -330627.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -330628.656250 Penalty: 2522.705566
	Iteration 33Q: 3 clusters Score -330628.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -330630.156250 Penalty: 2522.705566
	Iteration 34Q: 3 clusters Score -330630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -330631.375000 Penalty: 2522.705566
	Iteration 35Q: 3 clusters Score -330631.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -330632.625000 Penalty: 2522.705566
	Iteration 36Q: 3 clusters Score -330632.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -330633.343750 Penalty: 2522.705566
	Iteration 37Q: 3 clusters Score -330633.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -330633.781250 Penalty: 2522.705566
	Iteration 38Q: 3 clusters Score -330633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -330634.687500 Penalty: 2522.705566
	Iteration 39Q: 3 clusters Score -330634.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -330635.656250 Penalty: 2522.705566
	Iteration 40F: 3 clusters Score -330635.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -330635.750000 Penalty: 2522.705566
	Iteration 41Q: 3 clusters Score -330635.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -330635.750000 Penalty: 2522.705566
	Iteration 42F: 3 clusters Score -330635.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Entering Unmasked Estep 
Score: -1622245.750000 Penalty: 1555.912231
	Iteration 0F: 2 clusters Score -1622246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1612250.500000 Penalty: 3111.824463
	Iteration 0F: 3 clusters Score -1612250 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1615934.500000 Penalty: 3111.824463
	Iteration 1F: 3 clusters Score -1615934 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1616477.125000 Penalty: 3111.824463
	Iteration 2F: 3 clusters Score -1616477 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1617028.875000 Penalty: 3111.824463
	Iteration 3F: 3 clusters Score -1617029 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1617525.125000 Penalty: 3111.824463
	Iteration 4F: 3 clusters Score -1617525 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1618014.875000 Penalty: 3111.824463
	Iteration 5F: 3 clusters Score -1618015 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1618520.875000 Penalty: 3111.824463
	Iteration 6F: 3 clusters Score -1618521 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1619074.125000 Penalty: 3111.824463
	Iteration 7F: 3 clusters Score -1619074 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1619596.000000 Penalty: 3111.824463
	Iteration 8Q: 3 clusters Score -1619596 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1620052.500000 Penalty: 3111.824463
	Iteration 9Q: 3 clusters Score -1620052 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1620365.125000 Penalty: 3111.824463
	Iteration 10Q: 3 clusters Score -1620365 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1620610.875000 Penalty: 3111.824463
	Iteration 11Q: 3 clusters Score -1620611 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1620801.375000 Penalty: 3111.824463
	Iteration 12Q: 3 clusters Score -1620801 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1620959.125000 Penalty: 3111.824463
	Iteration 13Q: 3 clusters Score -1620959 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1621095.625000 Penalty: 3111.824463
	Iteration 14Q: 3 clusters Score -1621096 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1621244.125000 Penalty: 3111.824463
	Iteration 15Q: 3 clusters Score -1621244 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1621329.625000 Penalty: 3111.824463
	Iteration 16Q: 3 clusters Score -1621330 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1621377.875000 Penalty: 3111.824463
	Iteration 17Q: 3 clusters Score -1621378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1621416.875000 Penalty: 3111.824463
	Iteration 18Q: 3 clusters Score -1621417 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1621454.750000 Penalty: 3111.824463
	Iteration 19Q: 3 clusters Score -1621455 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1621490.625000 Penalty: 3111.824463
	Iteration 20F: 3 clusters Score -1621491 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1621512.125000 Penalty: 3111.824463
	Iteration 21Q: 3 clusters Score -1621512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1621527.875000 Penalty: 3111.824463
	Iteration 22Q: 3 clusters Score -1621528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1621538.875000 Penalty: 3111.824463
	Iteration 23Q: 3 clusters Score -1621539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1621557.625000 Penalty: 3111.824463
	Iteration 24Q: 3 clusters Score -1621558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1621565.500000 Penalty: 3111.824463
	Iteration 25Q: 3 clusters Score -1621566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1621573.625000 Penalty: 3111.824463
	Iteration 26Q: 3 clusters Score -1621574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1621581.500000 Penalty: 3111.824463
	Iteration 27Q: 3 clusters Score -1621582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1621585.000000 Penalty: 3111.824463
	Iteration 28Q: 3 clusters Score -1621585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1621589.500000 Penalty: 3111.824463
	Iteration 29Q: 3 clusters Score -1621590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1621589.000000 Penalty: 3111.824463
	Iteration 30Q: 3 clusters Score -1621589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1621594.125000 Penalty: 3111.824463
	Iteration 31Q: 3 clusters Score -1621594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1621592.125000 Penalty: 3111.824463
	Iteration 32Q: 3 clusters Score -1621592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1621596.375000 Penalty: 3111.824463
	Iteration 33Q: 3 clusters Score -1621596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1621597.000000 Penalty: 3111.824463
	Iteration 34Q: 3 clusters Score -1621597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1621596.750000 Penalty: 3111.824463
	Iteration 35Q: 3 clusters Score -1621597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1621596.750000 Penalty: 3111.824463
	Iteration 36F: 3 clusters Score -1621597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -102310.742188 Penalty: 1076.841553
	Iteration 0F: 2 clusters Score -102310.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101181.632812 Penalty: 2153.683105
	Iteration 0F: 3 clusters Score -101181.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101702.031250 Penalty: 2153.683105
	Iteration 1F: 3 clusters Score -101702 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -102222.468750 Penalty: 2153.683105
	Iteration 2F: 3 clusters Score -102222.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102522.125000 Penalty: 2153.683105
	Iteration 3F: 3 clusters Score -102522.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -102616.875000 Penalty: 2153.683105
	Iteration 4F: 3 clusters Score -102616.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -102646.695312 Penalty: 2153.683105
	Iteration 5Q: 3 clusters Score -102646.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -102649.796875 Penalty: 2153.683105
	Iteration 6Q: 3 clusters Score -102649.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -102649.796875 Penalty: 2153.683105
	Iteration 7F: 3 clusters Score -102649.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 7190 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13984 members 
Mstep: Class 9 contains 16207 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2350 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 285 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 12579 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20010 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 470 members 
Mstep: Class 21 contains 19720 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18780 members 
Mstep: Class 31 contains 19661 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7348 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3390 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15902 members 
Mstep: Class 40 contains 9999 members 
Mstep: Class 41 contains 6754 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6085 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4014 members 
Mstep: Class 49 contains 14581 members 
Mstep: Class 50 contains 10369 members 
Mstep: Class 51 contains 19021 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7731 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18106 members 
Mstep: Class 61 contains 15401 members 
Mstep: Class 62 contains 8743 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16590 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 14950 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21865 members 
Mstep: Class 71 contains 23101 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6854 members 
Mstep: Class 76 contains 9988 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7045 members 
Mstep: Class 79 contains 21075 members 
Mstep: Class 80 contains 9400 members 
Mstep: Class 81 contains 19643 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2193 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22565 members 
Mstep: Class 86 contains 7767 members 
Entering Unmasked Estep 
Score: -85941384.000000 Penalty: 185964.312500
Splitting cluster 13 changes total score from -85942000.000000 to -85941384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Entering Unmasked Estep 
Score: -319190.937500 Penalty: 1259.054688
	Iteration 0F: 2 clusters Score -319190.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -316929.343750 Penalty: 2518.109375
	Iteration 0F: 3 clusters Score -316929.3 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -317466.250000 Penalty: 2518.109375
	Iteration 1F: 3 clusters Score -317466.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -317619.031250 Penalty: 2518.109375
	Iteration 2F: 3 clusters Score -317619 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -317747.500000 Penalty: 2518.109375
	Iteration 3F: 3 clusters Score -317747.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -317849.156250 Penalty: 2518.109375
	Iteration 4Q: 3 clusters Score -317849.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -317926.781250 Penalty: 2518.109375
	Iteration 5Q: 3 clusters Score -317926.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -317974.250000 Penalty: 2518.109375
	Iteration 6Q: 3 clusters Score -317974.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -318014.718750 Penalty: 2518.109375
	Iteration 7Q: 3 clusters Score -318014.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -318057.156250 Penalty: 2518.109375
	Iteration 8Q: 3 clusters Score -318057.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -318082.562500 Penalty: 2518.109375
	Iteration 9Q: 3 clusters Score -318082.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -318101.062500 Penalty: 2518.109375
	Iteration 10Q: 3 clusters Score -318101.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -318111.218750 Penalty: 2518.109375
	Iteration 11Q: 3 clusters Score -318111.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -318123.468750 Penalty: 2518.109375
	Iteration 12Q: 3 clusters Score -318123.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -318135.406250 Penalty: 2518.109375
	Iteration 13Q: 3 clusters Score -318135.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -318141.781250 Penalty: 2518.109375
	Iteration 14Q: 3 clusters Score -318141.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -318148.906250 Penalty: 2518.109375
	Iteration 15Q: 3 clusters Score -318148.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -318158.437500 Penalty: 2518.109375
	Iteration 16Q: 3 clusters Score -318158.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -318165.906250 Penalty: 2518.109375
	Iteration 17Q: 3 clusters Score -318165.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -318177.968750 Penalty: 2518.109375
	Iteration 18Q: 3 clusters Score -318178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -318182.406250 Penalty: 2518.109375
	Iteration 19Q: 3 clusters Score -318182.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -318186.250000 Penalty: 2518.109375
	Iteration 20F: 3 clusters Score -318186.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -318192.218750 Penalty: 2518.109375
	Iteration 21Q: 3 clusters Score -318192.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -318198.562500 Penalty: 2518.109375
	Iteration 22Q: 3 clusters Score -318198.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -318203.437500 Penalty: 2518.109375
	Iteration 23Q: 3 clusters Score -318203.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -318208.500000 Penalty: 2518.109375
	Iteration 24Q: 3 clusters Score -318208.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -318211.812500 Penalty: 2518.109375
	Iteration 25Q: 3 clusters Score -318211.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -318215.156250 Penalty: 2518.109375
	Iteration 26Q: 3 clusters Score -318215.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -318220.718750 Penalty: 2518.109375
	Iteration 27Q: 3 clusters Score -318220.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -318223.906250 Penalty: 2518.109375
	Iteration 28Q: 3 clusters Score -318223.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -318226.125000 Penalty: 2518.109375
	Iteration 29Q: 3 clusters Score -318226.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -318227.906250 Penalty: 2518.109375
	Iteration 30Q: 3 clusters Score -318227.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -318228.718750 Penalty: 2518.109375
	Iteration 31Q: 3 clusters Score -318228.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -318228.437500 Penalty: 2518.109375
	Iteration 32Q: 3 clusters Score -318228.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -318229.406250 Penalty: 2518.109375
	Iteration 33Q: 3 clusters Score -318229.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -318229.125000 Penalty: 2518.109375
	Iteration 34Q: 3 clusters Score -318229.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -318229.125000 Penalty: 2518.109375
	Iteration 35F: 3 clusters Score -318229.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -251022.750000 Penalty: 1225.523560
	Iteration 0F: 2 clusters Score -251022.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -249086.875000 Penalty: 2451.047119
	Iteration 0F: 3 clusters Score -249086.9 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -249690.687500 Penalty: 2451.047119
	Iteration 1F: 3 clusters Score -249690.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -249982.656250 Penalty: 2451.047119
	Iteration 2F: 3 clusters Score -249982.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -250283.093750 Penalty: 2451.047119
	Iteration 3F: 3 clusters Score -250283.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -250512.515625 Penalty: 2451.047119
	Iteration 4F: 3 clusters Score -250512.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -250649.359375 Penalty: 2451.047119
	Iteration 5F: 3 clusters Score -250649.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -250756.125000 Penalty: 2451.047119
	Iteration 6Q: 3 clusters Score -250756.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -250800.000000 Penalty: 2451.047119
	Iteration 7Q: 3 clusters Score -250800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -250834.328125 Penalty: 2451.047119
	Iteration 8Q: 3 clusters Score -250834.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -250856.531250 Penalty: 2451.047119
	Iteration 9Q: 3 clusters Score -250856.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -250872.906250 Penalty: 2451.047119
	Iteration 10Q: 3 clusters Score -250872.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -250885.468750 Penalty: 2451.047119
	Iteration 11Q: 3 clusters Score -250885.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -250891.906250 Penalty: 2451.047119
	Iteration 12Q: 3 clusters Score -250891.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -250899.578125 Penalty: 2451.047119
	Iteration 13Q: 3 clusters Score -250899.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -250906.062500 Penalty: 2451.047119
	Iteration 14Q: 3 clusters Score -250906.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -250915.187500 Penalty: 2451.047119
	Iteration 15Q: 3 clusters Score -250915.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -250925.312500 Penalty: 2451.047119
	Iteration 16Q: 3 clusters Score -250925.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -250933.609375 Penalty: 2451.047119
	Iteration 17Q: 3 clusters Score -250933.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -250936.000000 Penalty: 2451.047119
	Iteration 18Q: 3 clusters Score -250936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -250939.484375 Penalty: 2451.047119
	Iteration 19Q: 3 clusters Score -250939.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -250945.890625 Penalty: 2451.047119
	Iteration 20F: 3 clusters Score -250945.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -250950.640625 Penalty: 2451.047119
	Iteration 21Q: 3 clusters Score -250950.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -250951.875000 Penalty: 2451.047119
	Iteration 22Q: 3 clusters Score -250951.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -250952.921875 Penalty: 2451.047119
	Iteration 23Q: 3 clusters Score -250952.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -250953.843750 Penalty: 2451.047119
	Iteration 24Q: 3 clusters Score -250953.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -250954.921875 Penalty: 2451.047119
	Iteration 25Q: 3 clusters Score -250954.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -250955.984375 Penalty: 2451.047119
	Iteration 26Q: 3 clusters Score -250956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -250958.265625 Penalty: 2451.047119
	Iteration 27Q: 3 clusters Score -250958.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -250960.421875 Penalty: 2451.047119
	Iteration 28Q: 3 clusters Score -250960.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -250962.031250 Penalty: 2451.047119
	Iteration 29Q: 3 clusters Score -250962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -250962.031250 Penalty: 2451.047119
	Iteration 30F: 3 clusters Score -250962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Entering Unmasked Estep 
Score: -1913753.750000 Penalty: 1533.964966
	Iteration 0F: 2 clusters Score -1913754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1905133.750000 Penalty: 3067.929932
	Iteration 0F: 3 clusters Score -1905134 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1908007.500000 Penalty: 3067.929932
	Iteration 1F: 3 clusters Score -1908008 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1908249.750000 Penalty: 3067.929932
	Iteration 2F: 3 clusters Score -1908250 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1908474.625000 Penalty: 3067.929932
	Iteration 3Q: 3 clusters Score -1908475 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1908714.000000 Penalty: 3067.929932
	Iteration 4Q: 3 clusters Score -1908714 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1909009.250000 Penalty: 3067.929932
	Iteration 5Q: 3 clusters Score -1909009 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1909368.375000 Penalty: 3067.929932
	Iteration 6F: 3 clusters Score -1909368 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1909737.875000 Penalty: 3067.929932
	Iteration 7F: 3 clusters Score -1909738 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1910146.125000 Penalty: 3067.929932
	Iteration 8F: 3 clusters Score -1910146 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1910530.625000 Penalty: 3067.929932
	Iteration 9Q: 3 clusters Score -1910531 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1910856.000000 Penalty: 3067.929932
	Iteration 10Q: 3 clusters Score -1910856 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1911141.750000 Penalty: 3067.929932
	Iteration 11Q: 3 clusters Score -1911142 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1911358.625000 Penalty: 3067.929932
	Iteration 12Q: 3 clusters Score -1911359 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1911537.750000 Penalty: 3067.929932
	Iteration 13Q: 3 clusters Score -1911538 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1911651.125000 Penalty: 3067.929932
	Iteration 14Q: 3 clusters Score -1911651 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1911732.375000 Penalty: 3067.929932
	Iteration 15Q: 3 clusters Score -1911732 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1911796.250000 Penalty: 3067.929932
	Iteration 16Q: 3 clusters Score -1911796 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1911842.625000 Penalty: 3067.929932
	Iteration 17Q: 3 clusters Score -1911843 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1911882.750000 Penalty: 3067.929932
	Iteration 18Q: 3 clusters Score -1911883 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1911908.625000 Penalty: 3067.929932
	Iteration 19Q: 3 clusters Score -1911909 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1911929.000000 Penalty: 3067.929932
	Iteration 20F: 3 clusters Score -1911929 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1911951.750000 Penalty: 3067.929932
	Iteration 21Q: 3 clusters Score -1911952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1911973.375000 Penalty: 3067.929932
	Iteration 22Q: 3 clusters Score -1911973 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1911995.750000 Penalty: 3067.929932
	Iteration 23Q: 3 clusters Score -1911996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1912024.375000 Penalty: 3067.929932
	Iteration 24Q: 3 clusters Score -1912024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1912051.250000 Penalty: 3067.929932
	Iteration 25Q: 3 clusters Score -1912051 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1912075.000000 Penalty: 3067.929932
	Iteration 26Q: 3 clusters Score -1912075 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1912087.375000 Penalty: 3067.929932
	Iteration 27Q: 3 clusters Score -1912087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1912099.500000 Penalty: 3067.929932
	Iteration 28Q: 3 clusters Score -1912100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1912114.500000 Penalty: 3067.929932
	Iteration 29Q: 3 clusters Score -1912114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1912127.625000 Penalty: 3067.929932
	Iteration 30Q: 3 clusters Score -1912128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1912141.125000 Penalty: 3067.929932
	Iteration 31Q: 3 clusters Score -1912141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1912160.000000 Penalty: 3067.929932
	Iteration 32Q: 3 clusters Score -1912160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1912172.500000 Penalty: 3067.929932
	Iteration 33Q: 3 clusters Score -1912172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1912178.750000 Penalty: 3067.929932
	Iteration 34Q: 3 clusters Score -1912179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1912196.250000 Penalty: 3067.929932
	Iteration 35Q: 3 clusters Score -1912196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1912206.000000 Penalty: 3067.929932
	Iteration 36Q: 3 clusters Score -1912206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1912214.000000 Penalty: 3067.929932
	Iteration 37Q: 3 clusters Score -1912214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1912218.375000 Penalty: 3067.929932
	Iteration 38Q: 3 clusters Score -1912218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1912228.875000 Penalty: 3067.929932
	Iteration 39Q: 3 clusters Score -1912229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1912238.875000 Penalty: 3067.929932
	Iteration 40F: 3 clusters Score -1912239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1912239.125000 Penalty: 3067.929932
	Iteration 41Q: 3 clusters Score -1912239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1912249.500000 Penalty: 3067.929932
	Iteration 42Q: 3 clusters Score -1912250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1912250.250000 Penalty: 3067.929932
	Iteration 43Q: 3 clusters Score -1912250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1912256.750000 Penalty: 3067.929932
	Iteration 44Q: 3 clusters Score -1912257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1912259.625000 Penalty: 3067.929932
	Iteration 45Q: 3 clusters Score -1912260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1912264.250000 Penalty: 3067.929932
	Iteration 46Q: 3 clusters Score -1912264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1912266.625000 Penalty: 3067.929932
	Iteration 47Q: 3 clusters Score -1912267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1912268.750000 Penalty: 3067.929932
	Iteration 48Q: 3 clusters Score -1912269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1912267.250000 Penalty: 3067.929932
	Iteration 49Q: 3 clusters Score -1912267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1912271.625000 Penalty: 3067.929932
	Iteration 50Q: 3 clusters Score -1912272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1912278.375000 Penalty: 3067.929932
	Iteration 51Q: 3 clusters Score -1912278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1912280.375000 Penalty: 3067.929932
	Iteration 52Q: 3 clusters Score -1912280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1912286.500000 Penalty: 3067.929932
	Iteration 53Q: 3 clusters Score -1912286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1912286.125000 Penalty: 3067.929932
	Iteration 54Q: 3 clusters Score -1912286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1912286.750000 Penalty: 3067.929932
	Iteration 55Q: 3 clusters Score -1912287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1912289.750000 Penalty: 3067.929932
	Iteration 56Q: 3 clusters Score -1912290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1912289.500000 Penalty: 3067.929932
	Iteration 57Q: 3 clusters Score -1912290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1912289.500000 Penalty: 3067.929932
	Iteration 58F: 3 clusters Score -1912290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -211278.093750 Penalty: 1192.252197
	Iteration 0F: 2 clusters Score -211278.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -209467.250000 Penalty: 2384.504395
	Iteration 0F: 3 clusters Score -209467.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -209906.562500 Penalty: 2384.504395
	Iteration 1F: 3 clusters Score -209906.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -210185.906250 Penalty: 2384.504395
	Iteration 2F: 3 clusters Score -210185.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -210573.796875 Penalty: 2384.504395
	Iteration 3F: 3 clusters Score -210573.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -210949.187500 Penalty: 2384.504395
	Iteration 4F: 3 clusters Score -210949.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -211143.125000 Penalty: 2384.504395
	Iteration 5F: 3 clusters Score -211143.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -211207.421875 Penalty: 2384.504395
	Iteration 6Q: 3 clusters Score -211207.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -211236.390625 Penalty: 2384.504395
	Iteration 7Q: 3 clusters Score -211236.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -211249.312500 Penalty: 2384.504395
	Iteration 8Q: 3 clusters Score -211249.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -211254.312500 Penalty: 2384.504395
	Iteration 9Q: 3 clusters Score -211254.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -211255.531250 Penalty: 2384.504395
	Iteration 10Q: 3 clusters Score -211255.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -211255.531250 Penalty: 2384.504395
	Iteration 11F: 3 clusters Score -211255.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Entering Unmasked Estep 
Score: -3066030.000000 Penalty: 1609.398071
	Iteration 0F: 2 clusters Score -3066030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -3053348.750000 Penalty: 3218.796143
	Iteration 0F: 3 clusters Score -3053349 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -3058331.500000 Penalty: 3218.796143
	Iteration 1F: 3 clusters Score -3058332 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3058831.500000 Penalty: 3218.796143
	Iteration 2F: 3 clusters Score -3058832 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -3059394.250000 Penalty: 3218.796143
	Iteration 3F: 3 clusters Score -3059394 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -3060095.250000 Penalty: 3218.796143
	Iteration 4F: 3 clusters Score -3060095 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -3060891.500000 Penalty: 3218.796143
	Iteration 5F: 3 clusters Score -3060892 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3061768.250000 Penalty: 3218.796143
	Iteration 6F: 3 clusters Score -3061768 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3062608.000000 Penalty: 3218.796143
	Iteration 7F: 3 clusters Score -3062608 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3063307.000000 Penalty: 3218.796143
	Iteration 8Q: 3 clusters Score -3063307 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3063872.000000 Penalty: 3218.796143
	Iteration 9Q: 3 clusters Score -3063872 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3064219.250000 Penalty: 3218.796143
	Iteration 10Q: 3 clusters Score -3064219 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3064402.250000 Penalty: 3218.796143
	Iteration 11Q: 3 clusters Score -3064402 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3064488.250000 Penalty: 3218.796143
	Iteration 12Q: 3 clusters Score -3064488 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3064557.250000 Penalty: 3218.796143
	Iteration 13Q: 3 clusters Score -3064557 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3064609.000000 Penalty: 3218.796143
	Iteration 14Q: 3 clusters Score -3064609 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3064645.750000 Penalty: 3218.796143
	Iteration 15Q: 3 clusters Score -3064646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3064669.750000 Penalty: 3218.796143
	Iteration 16Q: 3 clusters Score -3064670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3064689.500000 Penalty: 3218.796143
	Iteration 17Q: 3 clusters Score -3064690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3064699.250000 Penalty: 3218.796143
	Iteration 18Q: 3 clusters Score -3064699 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3064715.250000 Penalty: 3218.796143
	Iteration 19Q: 3 clusters Score -3064715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3064717.500000 Penalty: 3218.796143
	Iteration 20F: 3 clusters Score -3064718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3064721.250000 Penalty: 3218.796143
	Iteration 21Q: 3 clusters Score -3064721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3064725.750000 Penalty: 3218.796143
	Iteration 22Q: 3 clusters Score -3064726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3064732.500000 Penalty: 3218.796143
	Iteration 23Q: 3 clusters Score -3064732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3064734.500000 Penalty: 3218.796143
	Iteration 24Q: 3 clusters Score -3064734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3064735.750000 Penalty: 3218.796143
	Iteration 25Q: 3 clusters Score -3064736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3064736.250000 Penalty: 3218.796143
	Iteration 26Q: 3 clusters Score -3064736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3064739.250000 Penalty: 3218.796143
	Iteration 27Q: 3 clusters Score -3064739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3064737.250000 Penalty: 3218.796143
	Iteration 28Q: 3 clusters Score -3064737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3064737.250000 Penalty: 3218.796143
	Iteration 29Q: 3 clusters Score -3064737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3064741.750000 Penalty: 3218.796143
	Iteration 30Q: 3 clusters Score -3064742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3064741.750000 Penalty: 3218.796143
	Iteration 31F: 3 clusters Score -3064742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Entering Unmasked Estep 
Score: -150399.906250 Penalty: 1126.046509
	Iteration 0F: 2 clusters Score -150399.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -148919.843750 Penalty: 2252.093018
	Iteration 0F: 3 clusters Score -148919.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -149183.515625 Penalty: 2252.093018
	Iteration 1F: 3 clusters Score -149183.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -149259.843750 Penalty: 2252.093018
	Iteration 2F: 3 clusters Score -149259.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -149301.093750 Penalty: 2252.093018
	Iteration 3Q: 3 clusters Score -149301.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -149326.953125 Penalty: 2252.093018
	Iteration 4Q: 3 clusters Score -149327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -149341.796875 Penalty: 2252.093018
	Iteration 5Q: 3 clusters Score -149341.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -149350.656250 Penalty: 2252.093018
	Iteration 6Q: 3 clusters Score -149350.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -149356.500000 Penalty: 2252.093018
	Iteration 7Q: 3 clusters Score -149356.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -149362.187500 Penalty: 2252.093018
	Iteration 8Q: 3 clusters Score -149362.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -149368.609375 Penalty: 2252.093018
	Iteration 9Q: 3 clusters Score -149368.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -149371.468750 Penalty: 2252.093018
	Iteration 10Q: 3 clusters Score -149371.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -149377.484375 Penalty: 2252.093018
	Iteration 11Q: 3 clusters Score -149377.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -149379.343750 Penalty: 2252.093018
	Iteration 12Q: 3 clusters Score -149379.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -149379.640625 Penalty: 2252.093018
	Iteration 13Q: 3 clusters Score -149379.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -149379.640625 Penalty: 2252.093018
	Iteration 14F: 3 clusters Score -149379.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Entering Unmasked Estep 
Score: -3015717.250000 Penalty: 1607.025757
	Iteration 0F: 2 clusters Score -3015717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3003247.250000 Penalty: 3214.051514
	Iteration 0F: 3 clusters Score -3003247 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -3008198.000000 Penalty: 3214.051514
	Iteration 1F: 3 clusters Score -3008198 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -3008447.000000 Penalty: 3214.051514
	Iteration 2Q: 3 clusters Score -3008447 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3008666.750000 Penalty: 3214.051514
	Iteration 3Q: 3 clusters Score -3008667 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -3008876.000000 Penalty: 3214.051514
	Iteration 4Q: 3 clusters Score -3008876 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -3009098.750000 Penalty: 3214.051514
	Iteration 5Q: 3 clusters Score -3009099 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -3009340.000000 Penalty: 3214.051514
	Iteration 6Q: 3 clusters Score -3009340 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -3009584.250000 Penalty: 3214.051514
	Iteration 7Q: 3 clusters Score -3009584 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -3009792.000000 Penalty: 3214.051514
	Iteration 8Q: 3 clusters Score -3009792 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -3010022.500000 Penalty: 3214.051514
	Iteration 9Q: 3 clusters Score -3010022 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -3010245.500000 Penalty: 3214.051514
	Iteration 10Q: 3 clusters Score -3010246 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -3010489.000000 Penalty: 3214.051514
	Iteration 11Q: 3 clusters Score -3010489 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -3010719.000000 Penalty: 3214.051514
	Iteration 12Q: 3 clusters Score -3010719 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -3010964.750000 Penalty: 3214.051514
	Iteration 13Q: 3 clusters Score -3010965 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -3011213.750000 Penalty: 3214.051514
	Iteration 14Q: 3 clusters Score -3011214 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -3011471.250000 Penalty: 3214.051514
	Iteration 15Q: 3 clusters Score -3011471 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -3011753.000000 Penalty: 3214.051514
	Iteration 16Q: 3 clusters Score -3011753 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -3011967.750000 Penalty: 3214.051514
	Iteration 17Q: 3 clusters Score -3011968 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -3012133.500000 Penalty: 3214.051514
	Iteration 18Q: 3 clusters Score -3012134 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -3012225.750000 Penalty: 3214.051514
	Iteration 19Q: 3 clusters Score -3012226 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -3012294.750000 Penalty: 3214.051514
	Iteration 20F: 3 clusters Score -3012295 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -3012324.500000 Penalty: 3214.051514
	Iteration 21Q: 3 clusters Score -3012324 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -3012353.750000 Penalty: 3214.051514
	Iteration 22Q: 3 clusters Score -3012354 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -3012374.000000 Penalty: 3214.051514
	Iteration 23Q: 3 clusters Score -3012374 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -3012406.750000 Penalty: 3214.051514
	Iteration 24Q: 3 clusters Score -3012407 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3012428.000000 Penalty: 3214.051514
	Iteration 25Q: 3 clusters Score -3012428 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -3012448.500000 Penalty: 3214.051514
	Iteration 26Q: 3 clusters Score -3012448 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -3012454.750000 Penalty: 3214.051514
	Iteration 27Q: 3 clusters Score -3012455 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -3012478.500000 Penalty: 3214.051514
	Iteration 28Q: 3 clusters Score -3012478 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -3012500.000000 Penalty: 3214.051514
	Iteration 29Q: 3 clusters Score -3012500 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3012537.500000 Penalty: 3214.051514
	Iteration 30Q: 3 clusters Score -3012538 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -3012559.750000 Penalty: 3214.051514
	Iteration 31Q: 3 clusters Score -3012560 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -3012620.750000 Penalty: 3214.051514
	Iteration 32Q: 3 clusters Score -3012621 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -3012664.500000 Penalty: 3214.051514
	Iteration 33Q: 3 clusters Score -3012664 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3012705.500000 Penalty: 3214.051514
	Iteration 34Q: 3 clusters Score -3012706 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -3012756.500000 Penalty: 3214.051514
	Iteration 35Q: 3 clusters Score -3012756 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -3012828.500000 Penalty: 3214.051514
	Iteration 36Q: 3 clusters Score -3012828 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -3012866.500000 Penalty: 3214.051514
	Iteration 37Q: 3 clusters Score -3012866 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -3012914.250000 Penalty: 3214.051514
	Iteration 38Q: 3 clusters Score -3012914 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -3012969.000000 Penalty: 3214.051514
	Iteration 39Q: 3 clusters Score -3012969 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -3013044.250000 Penalty: 3214.051514
	Iteration 40F: 3 clusters Score -3013044 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -3013090.250000 Penalty: 3214.051514
	Iteration 41Q: 3 clusters Score -3013090 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -3013160.250000 Penalty: 3214.051514
	Iteration 42Q: 3 clusters Score -3013160 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -3013216.750000 Penalty: 3214.051514
	Iteration 43Q: 3 clusters Score -3013217 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3013253.500000 Penalty: 3214.051514
	Iteration 44Q: 3 clusters Score -3013254 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -3013283.500000 Penalty: 3214.051514
	Iteration 45Q: 3 clusters Score -3013284 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3013315.250000 Penalty: 3214.051514
	Iteration 46Q: 3 clusters Score -3013315 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -3013353.250000 Penalty: 3214.051514
	Iteration 47Q: 3 clusters Score -3013353 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3013400.250000 Penalty: 3214.051514
	Iteration 48Q: 3 clusters Score -3013400 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3013428.500000 Penalty: 3214.051514
	Iteration 49Q: 3 clusters Score -3013428 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3013450.750000 Penalty: 3214.051514
	Iteration 50Q: 3 clusters Score -3013451 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3013494.500000 Penalty: 3214.051514
	Iteration 51Q: 3 clusters Score -3013494 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3013528.250000 Penalty: 3214.051514
	Iteration 52Q: 3 clusters Score -3013528 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3013557.750000 Penalty: 3214.051514
	Iteration 53Q: 3 clusters Score -3013558 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3013578.750000 Penalty: 3214.051514
	Iteration 54Q: 3 clusters Score -3013579 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3013596.250000 Penalty: 3214.051514
	Iteration 55Q: 3 clusters Score -3013596 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3013627.250000 Penalty: 3214.051514
	Iteration 56Q: 3 clusters Score -3013627 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3013666.500000 Penalty: 3214.051514
	Iteration 57Q: 3 clusters Score -3013666 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3013701.750000 Penalty: 3214.051514
	Iteration 58Q: 3 clusters Score -3013702 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3013732.250000 Penalty: 3214.051514
	Iteration 59Q: 3 clusters Score -3013732 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3013780.250000 Penalty: 3214.051514
	Iteration 60F: 3 clusters Score -3013780 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3013813.000000 Penalty: 3214.051514
	Iteration 61Q: 3 clusters Score -3013813 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3013854.750000 Penalty: 3214.051514
	Iteration 62Q: 3 clusters Score -3013855 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3013876.250000 Penalty: 3214.051514
	Iteration 63Q: 3 clusters Score -3013876 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3013905.250000 Penalty: 3214.051514
	Iteration 64Q: 3 clusters Score -3013905 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3013944.000000 Penalty: 3214.051514
	Iteration 65Q: 3 clusters Score -3013944 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3013981.000000 Penalty: 3214.051514
	Iteration 66Q: 3 clusters Score -3013981 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3014016.750000 Penalty: 3214.051514
	Iteration 67Q: 3 clusters Score -3014017 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3014059.500000 Penalty: 3214.051514
	Iteration 68Q: 3 clusters Score -3014060 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3014088.500000 Penalty: 3214.051514
	Iteration 69Q: 3 clusters Score -3014088 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3014122.250000 Penalty: 3214.051514
	Iteration 70Q: 3 clusters Score -3014122 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3014157.000000 Penalty: 3214.051514
	Iteration 71Q: 3 clusters Score -3014157 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3014183.750000 Penalty: 3214.051514
	Iteration 72Q: 3 clusters Score -3014184 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3014212.250000 Penalty: 3214.051514
	Iteration 73Q: 3 clusters Score -3014212 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3014234.750000 Penalty: 3214.051514
	Iteration 74Q: 3 clusters Score -3014235 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3014253.750000 Penalty: 3214.051514
	Iteration 75Q: 3 clusters Score -3014254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3014275.000000 Penalty: 3214.051514
	Iteration 76Q: 3 clusters Score -3014275 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3014296.500000 Penalty: 3214.051514
	Iteration 77Q: 3 clusters Score -3014296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3014304.250000 Penalty: 3214.051514
	Iteration 78Q: 3 clusters Score -3014304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3014311.750000 Penalty: 3214.051514
	Iteration 79Q: 3 clusters Score -3014312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3014305.250000 Penalty: 3214.051514
	Iteration 80F: 3 clusters Score -3014305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3014300.250000 Penalty: 3214.051514
	Iteration 81Q: 3 clusters Score -3014300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3014304.750000 Penalty: 3214.051514
	Iteration 82Q: 3 clusters Score -3014305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3014309.000000 Penalty: 3214.051514
	Iteration 83Q: 3 clusters Score -3014309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3014307.750000 Penalty: 3214.051514
	Iteration 84Q: 3 clusters Score -3014308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3014309.250000 Penalty: 3214.051514
	Iteration 85Q: 3 clusters Score -3014309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3014307.250000 Penalty: 3214.051514
	Iteration 86Q: 3 clusters Score -3014307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3014308.000000 Penalty: 3214.051514
	Iteration 87Q: 3 clusters Score -3014308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3014310.250000 Penalty: 3214.051514
	Iteration 88Q: 3 clusters Score -3014310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3014316.250000 Penalty: 3214.051514
	Iteration 89Q: 3 clusters Score -3014316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3014318.500000 Penalty: 3214.051514
	Iteration 90Q: 3 clusters Score -3014318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3014327.250000 Penalty: 3214.051514
	Iteration 91Q: 3 clusters Score -3014327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3014345.750000 Penalty: 3214.051514
	Iteration 92Q: 3 clusters Score -3014346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3014360.250000 Penalty: 3214.051514
	Iteration 93Q: 3 clusters Score -3014360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3014357.500000 Penalty: 3214.051514
	Iteration 94Q: 3 clusters Score -3014358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3014358.750000 Penalty: 3214.051514
	Iteration 95Q: 3 clusters Score -3014359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3014358.000000 Penalty: 3214.051514
	Iteration 96Q: 3 clusters Score -3014358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3014361.250000 Penalty: 3214.051514
	Iteration 97Q: 3 clusters Score -3014361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3014369.500000 Penalty: 3214.051514
	Iteration 98Q: 3 clusters Score -3014370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3014367.500000 Penalty: 3214.051514
	Iteration 99Q: 3 clusters Score -3014368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3014366.250000 Penalty: 3214.051514
	Iteration 100F: 3 clusters Score -3014366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3014370.000000 Penalty: 3214.051514
	Iteration 101Q: 3 clusters Score -3014370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3014369.500000 Penalty: 3214.051514
	Iteration 102Q: 3 clusters Score -3014370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3014371.250000 Penalty: 3214.051514
	Iteration 103Q: 3 clusters Score -3014371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3014369.750000 Penalty: 3214.051514
	Iteration 104Q: 3 clusters Score -3014370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3014367.000000 Penalty: 3214.051514
	Iteration 105Q: 3 clusters Score -3014367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3014365.000000 Penalty: 3214.051514
	Iteration 106Q: 3 clusters Score -3014365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3014362.250000 Penalty: 3214.051514
	Iteration 107Q: 3 clusters Score -3014362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3014362.000000 Penalty: 3214.051514
	Iteration 108Q: 3 clusters Score -3014362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3014368.500000 Penalty: 3214.051514
	Iteration 109Q: 3 clusters Score -3014368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3014367.000000 Penalty: 3214.051514
	Iteration 110Q: 3 clusters Score -3014367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3014366.750000 Penalty: 3214.051514
	Iteration 111Q: 3 clusters Score -3014367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3014371.250000 Penalty: 3214.051514
	Iteration 112Q: 3 clusters Score -3014371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3014372.000000 Penalty: 3214.051514
	Iteration 113Q: 3 clusters Score -3014372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3014378.000000 Penalty: 3214.051514
	Iteration 114Q: 3 clusters Score -3014378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3014381.250000 Penalty: 3214.051514
	Iteration 115Q: 3 clusters Score -3014381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3014380.750000 Penalty: 3214.051514
	Iteration 116Q: 3 clusters Score -3014381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3014377.750000 Penalty: 3214.051514
	Iteration 117Q: 3 clusters Score -3014378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3014380.250000 Penalty: 3214.051514
	Iteration 118Q: 3 clusters Score -3014380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3014382.000000 Penalty: 3214.051514
	Iteration 119Q: 3 clusters Score -3014382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3014386.750000 Penalty: 3214.051514
	Iteration 120F: 3 clusters Score -3014387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3014394.000000 Penalty: 3214.051514
	Iteration 121Q: 3 clusters Score -3014394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3014390.500000 Penalty: 3214.051514
	Iteration 122Q: 3 clusters Score -3014390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3014392.500000 Penalty: 3214.051514
	Iteration 123Q: 3 clusters Score -3014392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3014386.000000 Penalty: 3214.051514
	Iteration 124Q: 3 clusters Score -3014386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3014391.000000 Penalty: 3214.051514
	Iteration 125Q: 3 clusters Score -3014391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3014392.250000 Penalty: 3214.051514
	Iteration 126Q: 3 clusters Score -3014392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3014390.000000 Penalty: 3214.051514
	Iteration 127Q: 3 clusters Score -3014390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3014389.500000 Penalty: 3214.051514
	Iteration 128Q: 3 clusters Score -3014390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3014397.500000 Penalty: 3214.051514
	Iteration 129Q: 3 clusters Score -3014398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3014396.250000 Penalty: 3214.051514
	Iteration 130Q: 3 clusters Score -3014396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3014400.250000 Penalty: 3214.051514
	Iteration 131Q: 3 clusters Score -3014400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3014403.500000 Penalty: 3214.051514
	Iteration 132Q: 3 clusters Score -3014404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3014401.500000 Penalty: 3214.051514
	Iteration 133Q: 3 clusters Score -3014402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3014400.250000 Penalty: 3214.051514
	Iteration 134Q: 3 clusters Score -3014400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3014406.250000 Penalty: 3214.051514
	Iteration 135Q: 3 clusters Score -3014406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3014403.250000 Penalty: 3214.051514
	Iteration 136Q: 3 clusters Score -3014403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3014398.750000 Penalty: 3214.051514
	Iteration 137Q: 3 clusters Score -3014399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3014398.750000 Penalty: 3214.051514
	Iteration 138F: 3 clusters Score -3014399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -214350.453125 Penalty: 1197.764771
	Iteration 0F: 2 clusters Score -214350.5 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 764 members 
Entering Unmasked Estep 
Score: -212545.421875 Penalty: 2395.529541
	Iteration 0F: 3 clusters Score -212545.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -212925.656250 Penalty: 2395.529541
	Iteration 1F: 3 clusters Score -212925.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -213054.281250 Penalty: 2395.529541
	Iteration 2F: 3 clusters Score -213054.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -213145.265625 Penalty: 2395.529541
	Iteration 3F: 3 clusters Score -213145.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -213224.968750 Penalty: 2395.529541
	Iteration 4Q: 3 clusters Score -213225 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -213304.750000 Penalty: 2395.529541
	Iteration 5Q: 3 clusters Score -213304.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -213401.140625 Penalty: 2395.529541
	Iteration 6Q: 3 clusters Score -213401.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -213476.640625 Penalty: 2395.529541
	Iteration 7Q: 3 clusters Score -213476.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -213532.328125 Penalty: 2395.529541
	Iteration 8Q: 3 clusters Score -213532.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -213589.515625 Penalty: 2395.529541
	Iteration 9Q: 3 clusters Score -213589.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -213626.718750 Penalty: 2395.529541
	Iteration 10Q: 3 clusters Score -213626.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -213650.703125 Penalty: 2395.529541
	Iteration 11Q: 3 clusters Score -213650.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -213667.671875 Penalty: 2395.529541
	Iteration 12Q: 3 clusters Score -213667.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -213677.406250 Penalty: 2395.529541
	Iteration 13Q: 3 clusters Score -213677.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -213685.000000 Penalty: 2395.529541
	Iteration 14Q: 3 clusters Score -213685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -213690.359375 Penalty: 2395.529541
	Iteration 15Q: 3 clusters Score -213690.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -213693.359375 Penalty: 2395.529541
	Iteration 16Q: 3 clusters Score -213693.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -213699.078125 Penalty: 2395.529541
	Iteration 17Q: 3 clusters Score -213699.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -213704.671875 Penalty: 2395.529541
	Iteration 18Q: 3 clusters Score -213704.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -213710.140625 Penalty: 2395.529541
	Iteration 19Q: 3 clusters Score -213710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -213710.953125 Penalty: 2395.529541
	Iteration 20F: 3 clusters Score -213711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -213711.500000 Penalty: 2395.529541
	Iteration 21Q: 3 clusters Score -213711.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -213711.500000 Penalty: 2395.529541
	Iteration 22F: 3 clusters Score -213711.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Entering Unmasked Estep 
Score: -1185243.125000 Penalty: 1466.499634
	Iteration 0F: 2 clusters Score -1185243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1179208.500000 Penalty: 2932.999268
	Iteration 0F: 3 clusters Score -1179208 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1181174.125000 Penalty: 2932.999268
	Iteration 1F: 3 clusters Score -1181174 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1181434.750000 Penalty: 2932.999268
	Iteration 2F: 3 clusters Score -1181435 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1181667.875000 Penalty: 2932.999268
	Iteration 3F: 3 clusters Score -1181668 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1181892.125000 Penalty: 2932.999268
	Iteration 4F: 3 clusters Score -1181892 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1182129.500000 Penalty: 2932.999268
	Iteration 5F: 3 clusters Score -1182130 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1182380.375000 Penalty: 2932.999268
	Iteration 6F: 3 clusters Score -1182380 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1182629.875000 Penalty: 2932.999268
	Iteration 7Q: 3 clusters Score -1182630 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1182864.625000 Penalty: 2932.999268
	Iteration 8Q: 3 clusters Score -1182865 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1183092.000000 Penalty: 2932.999268
	Iteration 9Q: 3 clusters Score -1183092 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1183323.500000 Penalty: 2932.999268
	Iteration 10Q: 3 clusters Score -1183324 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1183529.250000 Penalty: 2932.999268
	Iteration 11Q: 3 clusters Score -1183529 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1183662.750000 Penalty: 2932.999268
	Iteration 12Q: 3 clusters Score -1183663 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1183759.625000 Penalty: 2932.999268
	Iteration 13Q: 3 clusters Score -1183760 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1183837.625000 Penalty: 2932.999268
	Iteration 14Q: 3 clusters Score -1183838 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1183898.500000 Penalty: 2932.999268
	Iteration 15Q: 3 clusters Score -1183898 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1183944.250000 Penalty: 2932.999268
	Iteration 16Q: 3 clusters Score -1183944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1183964.875000 Penalty: 2932.999268
	Iteration 17Q: 3 clusters Score -1183965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1183979.500000 Penalty: 2932.999268
	Iteration 18Q: 3 clusters Score -1183980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1183985.125000 Penalty: 2932.999268
	Iteration 19Q: 3 clusters Score -1183985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1183988.500000 Penalty: 2932.999268
	Iteration 20F: 3 clusters Score -1183988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1183991.375000 Penalty: 2932.999268
	Iteration 21Q: 3 clusters Score -1183991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1183993.875000 Penalty: 2932.999268
	Iteration 22Q: 3 clusters Score -1183994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1183993.500000 Penalty: 2932.999268
	Iteration 23Q: 3 clusters Score -1183994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1183994.125000 Penalty: 2932.999268
	Iteration 24Q: 3 clusters Score -1183994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1183994.125000 Penalty: 2932.999268
	Iteration 25F: 3 clusters Score -1183994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Entering Unmasked Estep 
Score: -535478.000000 Penalty: 1346.026733
	Iteration 0F: 2 clusters Score -535478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -532193.125000 Penalty: 2692.053467
	Iteration 0F: 3 clusters Score -532193.1 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -533150.062500 Penalty: 2692.053467
	Iteration 1F: 3 clusters Score -533150.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -533418.312500 Penalty: 2692.053467
	Iteration 2F: 3 clusters Score -533418.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -533632.125000 Penalty: 2692.053467
	Iteration 3F: 3 clusters Score -533632.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -533822.375000 Penalty: 2692.053467
	Iteration 4F: 3 clusters Score -533822.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -534013.375000 Penalty: 2692.053467
	Iteration 5F: 3 clusters Score -534013.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -534186.562500 Penalty: 2692.053467
	Iteration 6Q: 3 clusters Score -534186.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -534355.875000 Penalty: 2692.053467
	Iteration 7Q: 3 clusters Score -534355.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -534509.562500 Penalty: 2692.053467
	Iteration 8Q: 3 clusters Score -534509.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -534611.562500 Penalty: 2692.053467
	Iteration 9Q: 3 clusters Score -534611.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -534686.062500 Penalty: 2692.053467
	Iteration 10Q: 3 clusters Score -534686.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -534734.625000 Penalty: 2692.053467
	Iteration 11Q: 3 clusters Score -534734.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -534794.125000 Penalty: 2692.053467
	Iteration 12Q: 3 clusters Score -534794.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -534830.437500 Penalty: 2692.053467
	Iteration 13Q: 3 clusters Score -534830.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -534857.062500 Penalty: 2692.053467
	Iteration 14Q: 3 clusters Score -534857.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -534870.437500 Penalty: 2692.053467
	Iteration 15Q: 3 clusters Score -534870.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -534877.625000 Penalty: 2692.053467
	Iteration 16Q: 3 clusters Score -534877.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -534887.250000 Penalty: 2692.053467
	Iteration 17Q: 3 clusters Score -534887.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -534892.687500 Penalty: 2692.053467
	Iteration 18Q: 3 clusters Score -534892.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -534896.312500 Penalty: 2692.053467
	Iteration 19Q: 3 clusters Score -534896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -534896.187500 Penalty: 2692.053467
	Iteration 20F: 3 clusters Score -534896.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -534897.437500 Penalty: 2692.053467
	Iteration 21Q: 3 clusters Score -534897.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -534899.625000 Penalty: 2692.053467
	Iteration 22Q: 3 clusters Score -534899.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -534899.687500 Penalty: 2692.053467
	Iteration 23Q: 3 clusters Score -534899.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -534900.312500 Penalty: 2692.053467
	Iteration 24Q: 3 clusters Score -534900.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -534901.312500 Penalty: 2692.053467
	Iteration 25Q: 3 clusters Score -534901.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -534902.250000 Penalty: 2692.053467
	Iteration 26Q: 3 clusters Score -534902.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -534902.812500 Penalty: 2692.053467
	Iteration 27Q: 3 clusters Score -534902.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -534903.500000 Penalty: 2692.053467
	Iteration 28Q: 3 clusters Score -534903.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -534903.750000 Penalty: 2692.053467
	Iteration 29Q: 3 clusters Score -534903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -534904.000000 Penalty: 2692.053467
	Iteration 30Q: 3 clusters Score -534904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -534904.000000 Penalty: 2692.053467
	Iteration 31F: 3 clusters Score -534904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -43893.933594 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -43893.93 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 214 members 
Entering Unmasked Estep 
Score: -42910.050781 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -42910.05 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43172.410156 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -43172.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43285.484375 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -43285.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43370.148438 Penalty: 1959.190430
	Iteration 3Q: 3 clusters Score -43370.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43454.984375 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -43454.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43491.410156 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -43491.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43535.949219 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -43535.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43552.687500 Penalty: 1959.190430
	Iteration 7Q: 3 clusters Score -43552.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43562.617188 Penalty: 1959.190430
	Iteration 8Q: 3 clusters Score -43562.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43571.781250 Penalty: 1959.190430
	Iteration 9Q: 3 clusters Score -43571.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43577.046875 Penalty: 1959.190430
	Iteration 10Q: 3 clusters Score -43577.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43578.019531 Penalty: 1959.190430
	Iteration 11Q: 3 clusters Score -43578.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43578.691406 Penalty: 1959.190430
	Iteration 12Q: 3 clusters Score -43578.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43578.691406 Penalty: 1959.190430
	Iteration 13F: 3 clusters Score -43578.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -249817.937500 Penalty: 1229.777710
	Iteration 0F: 2 clusters Score -249817.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -247815.140625 Penalty: 2459.555420
	Iteration 0F: 3 clusters Score -247815.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -248352.625000 Penalty: 2459.555420
	Iteration 1F: 3 clusters Score -248352.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -248609.687500 Penalty: 2459.555420
	Iteration 2F: 3 clusters Score -248609.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -248834.609375 Penalty: 2459.555420
	Iteration 3F: 3 clusters Score -248834.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -248987.687500 Penalty: 2459.555420
	Iteration 4F: 3 clusters Score -248987.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -249101.718750 Penalty: 2459.555420
	Iteration 5Q: 3 clusters Score -249101.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -249171.046875 Penalty: 2459.555420
	Iteration 6Q: 3 clusters Score -249171 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -249204.562500 Penalty: 2459.555420
	Iteration 7Q: 3 clusters Score -249204.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -249232.375000 Penalty: 2459.555420
	Iteration 8Q: 3 clusters Score -249232.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -249253.296875 Penalty: 2459.555420
	Iteration 9Q: 3 clusters Score -249253.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -249264.734375 Penalty: 2459.555420
	Iteration 10Q: 3 clusters Score -249264.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -249272.328125 Penalty: 2459.555420
	Iteration 11Q: 3 clusters Score -249272.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -249272.875000 Penalty: 2459.555420
	Iteration 12Q: 3 clusters Score -249272.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -249273.281250 Penalty: 2459.555420
	Iteration 13Q: 3 clusters Score -249273.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -249273.625000 Penalty: 2459.555420
	Iteration 14Q: 3 clusters Score -249273.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -249273.625000 Penalty: 2459.555420
	Iteration 15F: 3 clusters Score -249273.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Entering Unmasked Estep 
Score: -947402.500000 Penalty: 1432.690552
	Iteration 0F: 2 clusters Score -947402.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -942321.187500 Penalty: 2865.381104
	Iteration 0F: 3 clusters Score -942321.2 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -943911.312500 Penalty: 2865.381104
	Iteration 1F: 3 clusters Score -943911.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -944199.687500 Penalty: 2865.381104
	Iteration 2F: 3 clusters Score -944199.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -944429.562500 Penalty: 2865.381104
	Iteration 3F: 3 clusters Score -944429.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -944659.625000 Penalty: 2865.381104
	Iteration 4F: 3 clusters Score -944659.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -944899.937500 Penalty: 2865.381104
	Iteration 5F: 3 clusters Score -944899.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -945106.000000 Penalty: 2865.381104
	Iteration 6Q: 3 clusters Score -945106 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -945304.375000 Penalty: 2865.381104
	Iteration 7Q: 3 clusters Score -945304.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -945451.500000 Penalty: 2865.381104
	Iteration 8Q: 3 clusters Score -945451.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -945582.937500 Penalty: 2865.381104
	Iteration 9Q: 3 clusters Score -945582.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -945701.812500 Penalty: 2865.381104
	Iteration 10Q: 3 clusters Score -945701.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -945816.000000 Penalty: 2865.381104
	Iteration 11Q: 3 clusters Score -945816 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -945923.812500 Penalty: 2865.381104
	Iteration 12Q: 3 clusters Score -945923.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -946007.562500 Penalty: 2865.381104
	Iteration 13Q: 3 clusters Score -946007.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -946084.687500 Penalty: 2865.381104
	Iteration 14Q: 3 clusters Score -946084.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -946140.500000 Penalty: 2865.381104
	Iteration 15Q: 3 clusters Score -946140.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -946183.625000 Penalty: 2865.381104
	Iteration 16Q: 3 clusters Score -946183.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -946221.000000 Penalty: 2865.381104
	Iteration 17Q: 3 clusters Score -946221 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -946251.187500 Penalty: 2865.381104
	Iteration 18Q: 3 clusters Score -946251.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -946268.500000 Penalty: 2865.381104
	Iteration 19Q: 3 clusters Score -946268.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -946279.500000 Penalty: 2865.381104
	Iteration 20F: 3 clusters Score -946279.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -946292.437500 Penalty: 2865.381104
	Iteration 21Q: 3 clusters Score -946292.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -946305.625000 Penalty: 2865.381104
	Iteration 22Q: 3 clusters Score -946305.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -946313.187500 Penalty: 2865.381104
	Iteration 23Q: 3 clusters Score -946313.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -946323.250000 Penalty: 2865.381104
	Iteration 24Q: 3 clusters Score -946323.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -946331.875000 Penalty: 2865.381104
	Iteration 25Q: 3 clusters Score -946331.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -946343.687500 Penalty: 2865.381104
	Iteration 26Q: 3 clusters Score -946343.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -946347.062500 Penalty: 2865.381104
	Iteration 27Q: 3 clusters Score -946347.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -946353.937500 Penalty: 2865.381104
	Iteration 28Q: 3 clusters Score -946353.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -946356.312500 Penalty: 2865.381104
	Iteration 29Q: 3 clusters Score -946356.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -946361.875000 Penalty: 2865.381104
	Iteration 30Q: 3 clusters Score -946361.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -946362.937500 Penalty: 2865.381104
	Iteration 31Q: 3 clusters Score -946362.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -946365.125000 Penalty: 2865.381104
	Iteration 32Q: 3 clusters Score -946365.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -946367.375000 Penalty: 2865.381104
	Iteration 33Q: 3 clusters Score -946367.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -946367.687500 Penalty: 2865.381104
	Iteration 34Q: 3 clusters Score -946367.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -946367.312500 Penalty: 2865.381104
	Iteration 35Q: 3 clusters Score -946367.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -946367.625000 Penalty: 2865.381104
	Iteration 36Q: 3 clusters Score -946367.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -946368.562500 Penalty: 2865.381104
	Iteration 37Q: 3 clusters Score -946368.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -946368.625000 Penalty: 2865.381104
	Iteration 38Q: 3 clusters Score -946368.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -946367.000000 Penalty: 2865.381104
	Iteration 39Q: 3 clusters Score -946367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -946367.625000 Penalty: 2865.381104
	Iteration 40F: 3 clusters Score -946367.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Entering Unmasked Estep 
Score: -102957.953125 Penalty: 1096.482788
	Iteration 0F: 2 clusters Score -102958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -101631.890625 Penalty: 2192.965576
	Iteration 0F: 3 clusters Score -101631.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101918.703125 Penalty: 2192.965576
	Iteration 1F: 3 clusters Score -101918.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -102064.562500 Penalty: 2192.965576
	Iteration 2F: 3 clusters Score -102064.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -102186.976562 Penalty: 2192.965576
	Iteration 3F: 3 clusters Score -102187 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102305.070312 Penalty: 2192.965576
	Iteration 4F: 3 clusters Score -102305.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -102423.710938 Penalty: 2192.965576
	Iteration 5F: 3 clusters Score -102423.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -102546.218750 Penalty: 2192.965576
	Iteration 6F: 3 clusters Score -102546.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -102595.320312 Penalty: 2192.965576
	Iteration 7Q: 3 clusters Score -102595.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -102633.343750 Penalty: 2192.965576
	Iteration 8Q: 3 clusters Score -102633.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -102679.437500 Penalty: 2192.965576
	Iteration 9Q: 3 clusters Score -102679.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -102731.179688 Penalty: 2192.965576
	Iteration 10Q: 3 clusters Score -102731.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -102774.453125 Penalty: 2192.965576
	Iteration 11Q: 3 clusters Score -102774.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -102795.484375 Penalty: 2192.965576
	Iteration 12Q: 3 clusters Score -102795.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -102809.843750 Penalty: 2192.965576
	Iteration 13Q: 3 clusters Score -102809.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -102820.281250 Penalty: 2192.965576
	Iteration 14Q: 3 clusters Score -102820.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102828.570312 Penalty: 2192.965576
	Iteration 15Q: 3 clusters Score -102828.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -102835.179688 Penalty: 2192.965576
	Iteration 16Q: 3 clusters Score -102835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -102836.906250 Penalty: 2192.965576
	Iteration 17Q: 3 clusters Score -102836.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102837.625000 Penalty: 2192.965576
	Iteration 18Q: 3 clusters Score -102837.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102839.687500 Penalty: 2192.965576
	Iteration 19F: 3 clusters Score -102839.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -102850.101562 Penalty: 2192.965576
	Iteration 20F: 3 clusters Score -102850.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102851.164062 Penalty: 2192.965576
	Iteration 21Q: 3 clusters Score -102851.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102851.546875 Penalty: 2192.965576
	Iteration 22Q: 3 clusters Score -102851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102851.546875 Penalty: 2192.965576
	Iteration 23F: 3 clusters Score -102851.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -48145.527344 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -48145.53 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 182 members 
Entering Unmasked Estep 
Score: -47296.765625 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -47296.77 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47496.191406 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -47496.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -47590.167969 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -47590.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -47635.726562 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -47635.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47718.125000 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -47718.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47730.257812 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -47730.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47740.687500 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -47740.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47778.191406 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -47778.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47810.093750 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -47810.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47819.746094 Penalty: 1924.512939
	Iteration 9Q: 3 clusters Score -47819.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47821.792969 Penalty: 1924.512939
	Iteration 10Q: 3 clusters Score -47821.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47824.742188 Penalty: 1924.512939
	Iteration 11Q: 3 clusters Score -47824.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47824.742188 Penalty: 1924.512939
	Iteration 12F: 3 clusters Score -47824.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Entering Unmasked Estep 
Score: -2859657.750000 Penalty: 1599.088989
	Iteration 0F: 2 clusters Score -2859658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2847108.500000 Penalty: 3198.177979
	Iteration 0F: 3 clusters Score -2847108 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2851616.000000 Penalty: 3198.177979
	Iteration 1F: 3 clusters Score -2851616 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2851957.750000 Penalty: 3198.177979
	Iteration 2F: 3 clusters Score -2851958 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2852269.250000 Penalty: 3198.177979
	Iteration 3Q: 3 clusters Score -2852269 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2852536.750000 Penalty: 3198.177979
	Iteration 4Q: 3 clusters Score -2852537 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2852812.750000 Penalty: 3198.177979
	Iteration 5Q: 3 clusters Score -2852813 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2853134.250000 Penalty: 3198.177979
	Iteration 6Q: 3 clusters Score -2853134 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2853508.000000 Penalty: 3198.177979
	Iteration 7Q: 3 clusters Score -2853508 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2853931.500000 Penalty: 3198.177979
	Iteration 8F: 3 clusters Score -2853932 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2854392.000000 Penalty: 3198.177979
	Iteration 9F: 3 clusters Score -2854392 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2854983.000000 Penalty: 3198.177979
	Iteration 10F: 3 clusters Score -2854983 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2855600.500000 Penalty: 3198.177979
	Iteration 11F: 3 clusters Score -2855600 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2856254.750000 Penalty: 3198.177979
	Iteration 12Q: 3 clusters Score -2856255 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2856953.500000 Penalty: 3198.177979
	Iteration 13Q: 3 clusters Score -2856954 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2857513.250000 Penalty: 3198.177979
	Iteration 14Q: 3 clusters Score -2857513 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2857885.250000 Penalty: 3198.177979
	Iteration 15Q: 3 clusters Score -2857885 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2858100.250000 Penalty: 3198.177979
	Iteration 16Q: 3 clusters Score -2858100 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2858208.750000 Penalty: 3198.177979
	Iteration 17Q: 3 clusters Score -2858209 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2858251.500000 Penalty: 3198.177979
	Iteration 18Q: 3 clusters Score -2858252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2858273.250000 Penalty: 3198.177979
	Iteration 19Q: 3 clusters Score -2858273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2858292.000000 Penalty: 3198.177979
	Iteration 20F: 3 clusters Score -2858292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2858304.500000 Penalty: 3198.177979
	Iteration 21Q: 3 clusters Score -2858304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2858318.000000 Penalty: 3198.177979
	Iteration 22Q: 3 clusters Score -2858318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2858323.500000 Penalty: 3198.177979
	Iteration 23Q: 3 clusters Score -2858324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2858331.250000 Penalty: 3198.177979
	Iteration 24Q: 3 clusters Score -2858331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2858334.000000 Penalty: 3198.177979
	Iteration 25Q: 3 clusters Score -2858334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2858335.250000 Penalty: 3198.177979
	Iteration 26Q: 3 clusters Score -2858335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2858336.500000 Penalty: 3198.177979
	Iteration 27Q: 3 clusters Score -2858336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2858336.000000 Penalty: 3198.177979
	Iteration 28Q: 3 clusters Score -2858336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2858334.250000 Penalty: 3198.177979
	Iteration 29Q: 3 clusters Score -2858334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2858331.250000 Penalty: 3198.177979
	Iteration 30Q: 3 clusters Score -2858331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2858333.750000 Penalty: 3198.177979
	Iteration 31Q: 3 clusters Score -2858334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2858333.750000 Penalty: 3198.177979
	Iteration 32F: 3 clusters Score -2858334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Entering Unmasked Estep 
Score: -3010542.750000 Penalty: 1606.538818
	Iteration 0F: 2 clusters Score -3010543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2997843.750000 Penalty: 3213.077637
	Iteration 0F: 3 clusters Score -2997844 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -3002699.000000 Penalty: 3213.077637
	Iteration 1F: 3 clusters Score -3002699 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -3003063.250000 Penalty: 3213.077637
	Iteration 2F: 3 clusters Score -3003063 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -3003417.750000 Penalty: 3213.077637
	Iteration 3F: 3 clusters Score -3003418 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -3003809.500000 Penalty: 3213.077637
	Iteration 4Q: 3 clusters Score -3003810 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3004247.250000 Penalty: 3213.077637
	Iteration 5Q: 3 clusters Score -3004247 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3004789.250000 Penalty: 3213.077637
	Iteration 6F: 3 clusters Score -3004789 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3005488.000000 Penalty: 3213.077637
	Iteration 7F: 3 clusters Score -3005488 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -3006223.500000 Penalty: 3213.077637
	Iteration 8F: 3 clusters Score -3006224 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -3006897.500000 Penalty: 3213.077637
	Iteration 9F: 3 clusters Score -3006898 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3007444.750000 Penalty: 3213.077637
	Iteration 10Q: 3 clusters Score -3007445 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -3007802.750000 Penalty: 3213.077637
	Iteration 11Q: 3 clusters Score -3007803 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -3008021.000000 Penalty: 3213.077637
	Iteration 12Q: 3 clusters Score -3008021 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -3008163.750000 Penalty: 3213.077637
	Iteration 13Q: 3 clusters Score -3008164 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3008262.250000 Penalty: 3213.077637
	Iteration 14Q: 3 clusters Score -3008262 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3008353.500000 Penalty: 3213.077637
	Iteration 15Q: 3 clusters Score -3008354 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -3008418.750000 Penalty: 3213.077637
	Iteration 16Q: 3 clusters Score -3008419 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -3008484.750000 Penalty: 3213.077637
	Iteration 17Q: 3 clusters Score -3008485 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -3008524.750000 Penalty: 3213.077637
	Iteration 18Q: 3 clusters Score -3008525 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -3008562.750000 Penalty: 3213.077637
	Iteration 19Q: 3 clusters Score -3008563 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -3008595.500000 Penalty: 3213.077637
	Iteration 20F: 3 clusters Score -3008596 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3008623.250000 Penalty: 3213.077637
	Iteration 21Q: 3 clusters Score -3008623 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -3008636.750000 Penalty: 3213.077637
	Iteration 22Q: 3 clusters Score -3008637 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -3008656.500000 Penalty: 3213.077637
	Iteration 23Q: 3 clusters Score -3008656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -3008668.000000 Penalty: 3213.077637
	Iteration 24Q: 3 clusters Score -3008668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3008675.250000 Penalty: 3213.077637
	Iteration 25Q: 3 clusters Score -3008675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -3008689.250000 Penalty: 3213.077637
	Iteration 26Q: 3 clusters Score -3008689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -3008698.500000 Penalty: 3213.077637
	Iteration 27Q: 3 clusters Score -3008698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -3008710.500000 Penalty: 3213.077637
	Iteration 28Q: 3 clusters Score -3008710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -3008720.500000 Penalty: 3213.077637
	Iteration 29Q: 3 clusters Score -3008720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -3008738.750000 Penalty: 3213.077637
	Iteration 30Q: 3 clusters Score -3008739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -3008745.750000 Penalty: 3213.077637
	Iteration 31Q: 3 clusters Score -3008746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -3008753.500000 Penalty: 3213.077637
	Iteration 32Q: 3 clusters Score -3008754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -3008759.000000 Penalty: 3213.077637
	Iteration 33Q: 3 clusters Score -3008759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -3008773.750000 Penalty: 3213.077637
	Iteration 34Q: 3 clusters Score -3008774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -3008786.000000 Penalty: 3213.077637
	Iteration 35Q: 3 clusters Score -3008786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -3008804.000000 Penalty: 3213.077637
	Iteration 36Q: 3 clusters Score -3008804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -3008818.750000 Penalty: 3213.077637
	Iteration 37Q: 3 clusters Score -3008819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -3008826.500000 Penalty: 3213.077637
	Iteration 38Q: 3 clusters Score -3008826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -3008830.750000 Penalty: 3213.077637
	Iteration 39Q: 3 clusters Score -3008831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -3008846.500000 Penalty: 3213.077637
	Iteration 40F: 3 clusters Score -3008846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3008855.750000 Penalty: 3213.077637
	Iteration 41Q: 3 clusters Score -3008856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3008877.750000 Penalty: 3213.077637
	Iteration 42Q: 3 clusters Score -3008878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -3008883.000000 Penalty: 3213.077637
	Iteration 43Q: 3 clusters Score -3008883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -3008898.000000 Penalty: 3213.077637
	Iteration 44Q: 3 clusters Score -3008898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -3008909.500000 Penalty: 3213.077637
	Iteration 45Q: 3 clusters Score -3008910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -3008927.500000 Penalty: 3213.077637
	Iteration 46Q: 3 clusters Score -3008928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -3008944.250000 Penalty: 3213.077637
	Iteration 47Q: 3 clusters Score -3008944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -3008956.750000 Penalty: 3213.077637
	Iteration 48Q: 3 clusters Score -3008957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -3008962.250000 Penalty: 3213.077637
	Iteration 49Q: 3 clusters Score -3008962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -3008966.500000 Penalty: 3213.077637
	Iteration 50Q: 3 clusters Score -3008966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -3008970.250000 Penalty: 3213.077637
	Iteration 51Q: 3 clusters Score -3008970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3008971.000000 Penalty: 3213.077637
	Iteration 52Q: 3 clusters Score -3008971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -3008973.250000 Penalty: 3213.077637
	Iteration 53Q: 3 clusters Score -3008973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -3008973.250000 Penalty: 3213.077637
	Iteration 54F: 3 clusters Score -3008973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -369605.218750 Penalty: 1289.765381
	Iteration 0F: 2 clusters Score -369605.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -367061.625000 Penalty: 2579.530762
	Iteration 0F: 3 clusters Score -367061.6 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -367671.000000 Penalty: 2579.530762
	Iteration 1F: 3 clusters Score -367671 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -367894.343750 Penalty: 2579.530762
	Iteration 2F: 3 clusters Score -367894.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -368119.218750 Penalty: 2579.530762
	Iteration 3F: 3 clusters Score -368119.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -368342.250000 Penalty: 2579.530762
	Iteration 4F: 3 clusters Score -368342.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -368597.531250 Penalty: 2579.530762
	Iteration 5F: 3 clusters Score -368597.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -368796.875000 Penalty: 2579.530762
	Iteration 6F: 3 clusters Score -368796.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -368931.281250 Penalty: 2579.530762
	Iteration 7F: 3 clusters Score -368931.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -369004.968750 Penalty: 2579.530762
	Iteration 8Q: 3 clusters Score -369005 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -369050.093750 Penalty: 2579.530762
	Iteration 9Q: 3 clusters Score -369050.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -369076.687500 Penalty: 2579.530762
	Iteration 10Q: 3 clusters Score -369076.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -369092.093750 Penalty: 2579.530762
	Iteration 11Q: 3 clusters Score -369092.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -369104.625000 Penalty: 2579.530762
	Iteration 12Q: 3 clusters Score -369104.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -369109.750000 Penalty: 2579.530762
	Iteration 13Q: 3 clusters Score -369109.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -369111.687500 Penalty: 2579.530762
	Iteration 14Q: 3 clusters Score -369111.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -369113.218750 Penalty: 2579.530762
	Iteration 15Q: 3 clusters Score -369113.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -369115.812500 Penalty: 2579.530762
	Iteration 16Q: 3 clusters Score -369115.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -369116.156250 Penalty: 2579.530762
	Iteration 17Q: 3 clusters Score -369116.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -369117.500000 Penalty: 2579.530762
	Iteration 18Q: 3 clusters Score -369117.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -369118.187500 Penalty: 2579.530762
	Iteration 19Q: 3 clusters Score -369118.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -369118.656250 Penalty: 2579.530762
	Iteration 20F: 3 clusters Score -369118.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -369119.781250 Penalty: 2579.530762
	Iteration 21Q: 3 clusters Score -369119.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -369119.593750 Penalty: 2579.530762
	Iteration 22Q: 3 clusters Score -369119.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -369119.593750 Penalty: 2579.530762
	Iteration 23F: 3 clusters Score -369119.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Entering Unmasked Estep 
Score: -273696.031250 Penalty: 1230.448120
	Iteration 0F: 2 clusters Score -273696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -271696.250000 Penalty: 2460.896240
	Iteration 0F: 3 clusters Score -271696.2 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -272158.781250 Penalty: 2460.896240
	Iteration 1F: 3 clusters Score -272158.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -272306.500000 Penalty: 2460.896240
	Iteration 2F: 3 clusters Score -272306.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -272416.125000 Penalty: 2460.896240
	Iteration 3F: 3 clusters Score -272416.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -272485.406250 Penalty: 2460.896240
	Iteration 4Q: 3 clusters Score -272485.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -272536.250000 Penalty: 2460.896240
	Iteration 5Q: 3 clusters Score -272536.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -272578.531250 Penalty: 2460.896240
	Iteration 6Q: 3 clusters Score -272578.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -272617.625000 Penalty: 2460.896240
	Iteration 7Q: 3 clusters Score -272617.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -272649.250000 Penalty: 2460.896240
	Iteration 8Q: 3 clusters Score -272649.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -272674.281250 Penalty: 2460.896240
	Iteration 9Q: 3 clusters Score -272674.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -272692.000000 Penalty: 2460.896240
	Iteration 10Q: 3 clusters Score -272692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -272705.187500 Penalty: 2460.896240
	Iteration 11Q: 3 clusters Score -272705.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -272714.375000 Penalty: 2460.896240
	Iteration 12Q: 3 clusters Score -272714.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -272722.937500 Penalty: 2460.896240
	Iteration 13Q: 3 clusters Score -272722.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -272727.187500 Penalty: 2460.896240
	Iteration 14Q: 3 clusters Score -272727.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -272732.218750 Penalty: 2460.896240
	Iteration 15Q: 3 clusters Score -272732.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -272738.187500 Penalty: 2460.896240
	Iteration 16Q: 3 clusters Score -272738.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -272744.187500 Penalty: 2460.896240
	Iteration 17Q: 3 clusters Score -272744.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -272751.281250 Penalty: 2460.896240
	Iteration 18Q: 3 clusters Score -272751.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -272758.718750 Penalty: 2460.896240
	Iteration 19Q: 3 clusters Score -272758.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -272760.343750 Penalty: 2460.896240
	Iteration 20F: 3 clusters Score -272760.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -272761.812500 Penalty: 2460.896240
	Iteration 21Q: 3 clusters Score -272761.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -272763.718750 Penalty: 2460.896240
	Iteration 22Q: 3 clusters Score -272763.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -272768.406250 Penalty: 2460.896240
	Iteration 23Q: 3 clusters Score -272768.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -272769.718750 Penalty: 2460.896240
	Iteration 24Q: 3 clusters Score -272769.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -272770.937500 Penalty: 2460.896240
	Iteration 25Q: 3 clusters Score -272770.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -272770.937500 Penalty: 2460.896240
	Iteration 26F: 3 clusters Score -272770.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Entering Unmasked Estep 
Score: -1493720.250000 Penalty: 1496.972656
	Iteration 0F: 2 clusters Score -1493720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1486611.250000 Penalty: 2993.945312
	Iteration 0F: 3 clusters Score -1486611 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1488912.375000 Penalty: 2993.945312
	Iteration 1F: 3 clusters Score -1488912 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1489134.000000 Penalty: 2993.945312
	Iteration 2F: 3 clusters Score -1489134 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1489328.000000 Penalty: 2993.945312
	Iteration 3Q: 3 clusters Score -1489328 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1489501.875000 Penalty: 2993.945312
	Iteration 4Q: 3 clusters Score -1489502 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1489695.500000 Penalty: 2993.945312
	Iteration 5Q: 3 clusters Score -1489696 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1489894.500000 Penalty: 2993.945312
	Iteration 6Q: 3 clusters Score -1489894 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1490118.500000 Penalty: 2993.945312
	Iteration 7Q: 3 clusters Score -1490118 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1490396.500000 Penalty: 2993.945312
	Iteration 8Q: 3 clusters Score -1490396 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1490728.125000 Penalty: 2993.945312
	Iteration 9Q: 3 clusters Score -1490728 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1491113.375000 Penalty: 2993.945312
	Iteration 10Q: 3 clusters Score -1491113 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1491496.625000 Penalty: 2993.945312
	Iteration 11Q: 3 clusters Score -1491497 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1491885.000000 Penalty: 2993.945312
	Iteration 12Q: 3 clusters Score -1491885 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1492165.250000 Penalty: 2993.945312
	Iteration 13Q: 3 clusters Score -1492165 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1492356.250000 Penalty: 2993.945312
	Iteration 14Q: 3 clusters Score -1492356 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1492494.750000 Penalty: 2993.945312
	Iteration 15Q: 3 clusters Score -1492495 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1492594.125000 Penalty: 2993.945312
	Iteration 16Q: 3 clusters Score -1492594 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1492663.250000 Penalty: 2993.945312
	Iteration 17Q: 3 clusters Score -1492663 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1492709.625000 Penalty: 2993.945312
	Iteration 18Q: 3 clusters Score -1492710 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1492751.750000 Penalty: 2993.945312
	Iteration 19Q: 3 clusters Score -1492752 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1492791.125000 Penalty: 2993.945312
	Iteration 20F: 3 clusters Score -1492791 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1492820.625000 Penalty: 2993.945312
	Iteration 21Q: 3 clusters Score -1492821 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1492847.250000 Penalty: 2993.945312
	Iteration 22Q: 3 clusters Score -1492847 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1492862.000000 Penalty: 2993.945312
	Iteration 23Q: 3 clusters Score -1492862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1492866.625000 Penalty: 2993.945312
	Iteration 24Q: 3 clusters Score -1492867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1492877.250000 Penalty: 2993.945312
	Iteration 25Q: 3 clusters Score -1492877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1492883.875000 Penalty: 2993.945312
	Iteration 26Q: 3 clusters Score -1492884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1492888.375000 Penalty: 2993.945312
	Iteration 27Q: 3 clusters Score -1492888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1492891.875000 Penalty: 2993.945312
	Iteration 28Q: 3 clusters Score -1492892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1492896.125000 Penalty: 2993.945312
	Iteration 29Q: 3 clusters Score -1492896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1492896.500000 Penalty: 2993.945312
	Iteration 30Q: 3 clusters Score -1492896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1492897.250000 Penalty: 2993.945312
	Iteration 31Q: 3 clusters Score -1492897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1492898.000000 Penalty: 2993.945312
	Iteration 32Q: 3 clusters Score -1492898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1492899.125000 Penalty: 2993.945312
	Iteration 33Q: 3 clusters Score -1492899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1492902.625000 Penalty: 2993.945312
	Iteration 34Q: 3 clusters Score -1492903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1492906.375000 Penalty: 2993.945312
	Iteration 35Q: 3 clusters Score -1492906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1492905.750000 Penalty: 2993.945312
	Iteration 36Q: 3 clusters Score -1492906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1492907.000000 Penalty: 2993.945312
	Iteration 37Q: 3 clusters Score -1492907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1492907.000000 Penalty: 2993.945312
	Iteration 38F: 3 clusters Score -1492907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Entering Unmasked Estep 
Score: -1044526.437500 Penalty: 1446.604858
	Iteration 0F: 2 clusters Score -1044526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1039042.312500 Penalty: 2893.209717
	Iteration 0F: 3 clusters Score -1039042 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1040733.437500 Penalty: 2893.209717
	Iteration 1F: 3 clusters Score -1040733 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1041005.187500 Penalty: 2893.209717
	Iteration 2F: 3 clusters Score -1041005 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1041264.250000 Penalty: 2893.209717
	Iteration 3F: 3 clusters Score -1041264 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1041521.750000 Penalty: 2893.209717
	Iteration 4F: 3 clusters Score -1041522 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1041793.687500 Penalty: 2893.209717
	Iteration 5F: 3 clusters Score -1041794 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1042018.875000 Penalty: 2893.209717
	Iteration 6F: 3 clusters Score -1042019 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1042199.937500 Penalty: 2893.209717
	Iteration 7Q: 3 clusters Score -1042200 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1042407.625000 Penalty: 2893.209717
	Iteration 8Q: 3 clusters Score -1042408 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1042634.750000 Penalty: 2893.209717
	Iteration 9Q: 3 clusters Score -1042635 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1042890.500000 Penalty: 2893.209717
	Iteration 10Q: 3 clusters Score -1042890 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1043090.750000 Penalty: 2893.209717
	Iteration 11Q: 3 clusters Score -1043091 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1043225.687500 Penalty: 2893.209717
	Iteration 12Q: 3 clusters Score -1043226 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1043327.875000 Penalty: 2893.209717
	Iteration 13Q: 3 clusters Score -1043328 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1043391.562500 Penalty: 2893.209717
	Iteration 14Q: 3 clusters Score -1043392 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1043439.625000 Penalty: 2893.209717
	Iteration 15Q: 3 clusters Score -1043440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1043465.687500 Penalty: 2893.209717
	Iteration 16Q: 3 clusters Score -1043466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1043486.312500 Penalty: 2893.209717
	Iteration 17Q: 3 clusters Score -1043486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1043497.562500 Penalty: 2893.209717
	Iteration 18Q: 3 clusters Score -1043498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1043503.937500 Penalty: 2893.209717
	Iteration 19Q: 3 clusters Score -1043504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1043509.125000 Penalty: 2893.209717
	Iteration 20F: 3 clusters Score -1043509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1043515.687500 Penalty: 2893.209717
	Iteration 21Q: 3 clusters Score -1043516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1043516.750000 Penalty: 2893.209717
	Iteration 22Q: 3 clusters Score -1043517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1043519.437500 Penalty: 2893.209717
	Iteration 23Q: 3 clusters Score -1043519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1043520.125000 Penalty: 2893.209717
	Iteration 24Q: 3 clusters Score -1043520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1043520.312500 Penalty: 2893.209717
	Iteration 25Q: 3 clusters Score -1043520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1043520.062500 Penalty: 2893.209717
	Iteration 26Q: 3 clusters Score -1043520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1043518.500000 Penalty: 2893.209717
	Iteration 27Q: 3 clusters Score -1043518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1043518.500000 Penalty: 2893.209717
	Iteration 28F: 3 clusters Score -1043518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -194256.468750 Penalty: 1199.595215
	Iteration 0F: 2 clusters Score -194256.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -192428.281250 Penalty: 2399.190430
	Iteration 0F: 3 clusters Score -192428.3 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -192931.250000 Penalty: 2399.190430
	Iteration 1F: 3 clusters Score -192931.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -193126.500000 Penalty: 2399.190430
	Iteration 2F: 3 clusters Score -193126.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -193307.250000 Penalty: 2399.190430
	Iteration 3F: 3 clusters Score -193307.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -193469.734375 Penalty: 2399.190430
	Iteration 4F: 3 clusters Score -193469.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -193623.484375 Penalty: 2399.190430
	Iteration 5F: 3 clusters Score -193623.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -193733.250000 Penalty: 2399.190430
	Iteration 6F: 3 clusters Score -193733.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -193793.203125 Penalty: 2399.190430
	Iteration 7Q: 3 clusters Score -193793.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -193848.328125 Penalty: 2399.190430
	Iteration 8Q: 3 clusters Score -193848.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -193898.671875 Penalty: 2399.190430
	Iteration 9Q: 3 clusters Score -193898.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -193939.640625 Penalty: 2399.190430
	Iteration 10Q: 3 clusters Score -193939.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -193968.062500 Penalty: 2399.190430
	Iteration 11Q: 3 clusters Score -193968.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -193984.640625 Penalty: 2399.190430
	Iteration 12Q: 3 clusters Score -193984.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -193995.281250 Penalty: 2399.190430
	Iteration 13Q: 3 clusters Score -193995.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -194001.250000 Penalty: 2399.190430
	Iteration 14Q: 3 clusters Score -194001.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -194003.953125 Penalty: 2399.190430
	Iteration 15Q: 3 clusters Score -194004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -194005.609375 Penalty: 2399.190430
	Iteration 16Q: 3 clusters Score -194005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -194007.265625 Penalty: 2399.190430
	Iteration 17Q: 3 clusters Score -194007.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -194008.453125 Penalty: 2399.190430
	Iteration 18Q: 3 clusters Score -194008.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -194009.921875 Penalty: 2399.190430
	Iteration 19Q: 3 clusters Score -194009.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -194011.484375 Penalty: 2399.190430
	Iteration 20F: 3 clusters Score -194011.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -194012.718750 Penalty: 2399.190430
	Iteration 21Q: 3 clusters Score -194012.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -194013.531250 Penalty: 2399.190430
	Iteration 22Q: 3 clusters Score -194013.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -194013.531250 Penalty: 2399.190430
	Iteration 23F: 3 clusters Score -194013.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Entering Unmasked Estep 
Score: -450075.156250 Penalty: 1320.895020
	Iteration 0F: 2 clusters Score -450075.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -447108.000000 Penalty: 2641.790039
	Iteration 0F: 3 clusters Score -447108 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -447934.031250 Penalty: 2641.790039
	Iteration 1F: 3 clusters Score -447934 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -448263.031250 Penalty: 2641.790039
	Iteration 2F: 3 clusters Score -448263 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -448607.812500 Penalty: 2641.790039
	Iteration 3F: 3 clusters Score -448607.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -448866.562500 Penalty: 2641.790039
	Iteration 4F: 3 clusters Score -448866.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -449020.406250 Penalty: 2641.790039
	Iteration 5F: 3 clusters Score -449020.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -449124.062500 Penalty: 2641.790039
	Iteration 6Q: 3 clusters Score -449124.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -449201.312500 Penalty: 2641.790039
	Iteration 7Q: 3 clusters Score -449201.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -449261.250000 Penalty: 2641.790039
	Iteration 8Q: 3 clusters Score -449261.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -449299.281250 Penalty: 2641.790039
	Iteration 9Q: 3 clusters Score -449299.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -449343.625000 Penalty: 2641.790039
	Iteration 10Q: 3 clusters Score -449343.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -449381.843750 Penalty: 2641.790039
	Iteration 11Q: 3 clusters Score -449381.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -449433.468750 Penalty: 2641.790039
	Iteration 12Q: 3 clusters Score -449433.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -449478.656250 Penalty: 2641.790039
	Iteration 13Q: 3 clusters Score -449478.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -449519.812500 Penalty: 2641.790039
	Iteration 14Q: 3 clusters Score -449519.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -449562.031250 Penalty: 2641.790039
	Iteration 15Q: 3 clusters Score -449562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -449600.968750 Penalty: 2641.790039
	Iteration 16Q: 3 clusters Score -449601 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -449639.812500 Penalty: 2641.790039
	Iteration 17Q: 3 clusters Score -449639.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -449675.406250 Penalty: 2641.790039
	Iteration 18Q: 3 clusters Score -449675.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -449702.375000 Penalty: 2641.790039
	Iteration 19Q: 3 clusters Score -449702.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -449723.062500 Penalty: 2641.790039
	Iteration 20F: 3 clusters Score -449723.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -449742.843750 Penalty: 2641.790039
	Iteration 21Q: 3 clusters Score -449742.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -449758.468750 Penalty: 2641.790039
	Iteration 22Q: 3 clusters Score -449758.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -449770.218750 Penalty: 2641.790039
	Iteration 23Q: 3 clusters Score -449770.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -449778.500000 Penalty: 2641.790039
	Iteration 24Q: 3 clusters Score -449778.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -449789.000000 Penalty: 2641.790039
	Iteration 25Q: 3 clusters Score -449789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -449798.437500 Penalty: 2641.790039
	Iteration 26Q: 3 clusters Score -449798.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -449804.343750 Penalty: 2641.790039
	Iteration 27Q: 3 clusters Score -449804.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -449809.750000 Penalty: 2641.790039
	Iteration 28Q: 3 clusters Score -449809.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -449811.718750 Penalty: 2641.790039
	Iteration 29Q: 3 clusters Score -449811.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -449814.500000 Penalty: 2641.790039
	Iteration 30Q: 3 clusters Score -449814.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -449815.218750 Penalty: 2641.790039
	Iteration 31Q: 3 clusters Score -449815.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -449817.500000 Penalty: 2641.790039
	Iteration 32Q: 3 clusters Score -449817.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -449818.437500 Penalty: 2641.790039
	Iteration 33Q: 3 clusters Score -449818.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -449819.750000 Penalty: 2641.790039
	Iteration 34Q: 3 clusters Score -449819.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -449819.312500 Penalty: 2641.790039
	Iteration 35Q: 3 clusters Score -449819.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -449820.343750 Penalty: 2641.790039
	Iteration 36Q: 3 clusters Score -449820.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -449820.468750 Penalty: 2641.790039
	Iteration 37Q: 3 clusters Score -449820.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -449820.843750 Penalty: 2641.790039
	Iteration 38Q: 3 clusters Score -449820.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -449821.062500 Penalty: 2641.790039
	Iteration 39Q: 3 clusters Score -449821.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -449822.437500 Penalty: 2641.790039
	Iteration 40F: 3 clusters Score -449822.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -449821.937500 Penalty: 2641.790039
	Iteration 41Q: 3 clusters Score -449821.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -449824.531250 Penalty: 2641.790039
	Iteration 42Q: 3 clusters Score -449824.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -449825.750000 Penalty: 2641.790039
	Iteration 43Q: 3 clusters Score -449825.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -449826.718750 Penalty: 2641.790039
	Iteration 44Q: 3 clusters Score -449826.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -449827.406250 Penalty: 2641.790039
	Iteration 45Q: 3 clusters Score -449827.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -449827.406250 Penalty: 2641.790039
	Iteration 46F: 3 clusters Score -449827.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Entering Unmasked Estep 
Score: -424956.437500 Penalty: 1317.602295
	Iteration 0F: 2 clusters Score -424956.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -422091.593750 Penalty: 2635.204590
	Iteration 0F: 3 clusters Score -422091.6 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -422793.937500 Penalty: 2635.204590
	Iteration 1F: 3 clusters Score -422793.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -422922.000000 Penalty: 2635.204590
	Iteration 2F: 3 clusters Score -422922 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -422989.843750 Penalty: 2635.204590
	Iteration 3Q: 3 clusters Score -422989.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -423036.281250 Penalty: 2635.204590
	Iteration 4Q: 3 clusters Score -423036.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -423061.562500 Penalty: 2635.204590
	Iteration 5Q: 3 clusters Score -423061.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -423081.437500 Penalty: 2635.204590
	Iteration 6Q: 3 clusters Score -423081.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -423097.750000 Penalty: 2635.204590
	Iteration 7Q: 3 clusters Score -423097.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -423111.218750 Penalty: 2635.204590
	Iteration 8Q: 3 clusters Score -423111.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -423122.500000 Penalty: 2635.204590
	Iteration 9Q: 3 clusters Score -423122.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -423132.437500 Penalty: 2635.204590
	Iteration 10Q: 3 clusters Score -423132.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -423140.218750 Penalty: 2635.204590
	Iteration 11Q: 3 clusters Score -423140.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -423149.968750 Penalty: 2635.204590
	Iteration 12Q: 3 clusters Score -423150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -423158.687500 Penalty: 2635.204590
	Iteration 13Q: 3 clusters Score -423158.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -423164.968750 Penalty: 2635.204590
	Iteration 14Q: 3 clusters Score -423165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -423169.031250 Penalty: 2635.204590
	Iteration 15Q: 3 clusters Score -423169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -423173.625000 Penalty: 2635.204590
	Iteration 16Q: 3 clusters Score -423173.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -423177.156250 Penalty: 2635.204590
	Iteration 17Q: 3 clusters Score -423177.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -423184.593750 Penalty: 2635.204590
	Iteration 18Q: 3 clusters Score -423184.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -423196.781250 Penalty: 2635.204590
	Iteration 19Q: 3 clusters Score -423196.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -423214.093750 Penalty: 2635.204590
	Iteration 20F: 3 clusters Score -423214.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -423229.875000 Penalty: 2635.204590
	Iteration 21Q: 3 clusters Score -423229.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -423245.000000 Penalty: 2635.204590
	Iteration 22Q: 3 clusters Score -423245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -423253.843750 Penalty: 2635.204590
	Iteration 23Q: 3 clusters Score -423253.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -423261.750000 Penalty: 2635.204590
	Iteration 24Q: 3 clusters Score -423261.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -423270.125000 Penalty: 2635.204590
	Iteration 25Q: 3 clusters Score -423270.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -423280.656250 Penalty: 2635.204590
	Iteration 26Q: 3 clusters Score -423280.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -423292.031250 Penalty: 2635.204590
	Iteration 27Q: 3 clusters Score -423292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -423300.593750 Penalty: 2635.204590
	Iteration 28Q: 3 clusters Score -423300.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -423310.718750 Penalty: 2635.204590
	Iteration 29Q: 3 clusters Score -423310.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -423319.718750 Penalty: 2635.204590
	Iteration 30Q: 3 clusters Score -423319.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -423332.062500 Penalty: 2635.204590
	Iteration 31Q: 3 clusters Score -423332.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -423346.656250 Penalty: 2635.204590
	Iteration 32Q: 3 clusters Score -423346.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -423362.468750 Penalty: 2635.204590
	Iteration 33Q: 3 clusters Score -423362.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -423379.250000 Penalty: 2635.204590
	Iteration 34Q: 3 clusters Score -423379.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -423395.375000 Penalty: 2635.204590
	Iteration 35Q: 3 clusters Score -423395.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -423419.406250 Penalty: 2635.204590
	Iteration 36Q: 3 clusters Score -423419.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -423446.187500 Penalty: 2635.204590
	Iteration 37Q: 3 clusters Score -423446.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -423474.906250 Penalty: 2635.204590
	Iteration 38Q: 3 clusters Score -423474.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -423510.937500 Penalty: 2635.204590
	Iteration 39Q: 3 clusters Score -423510.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -423539.343750 Penalty: 2635.204590
	Iteration 40F: 3 clusters Score -423539.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -423563.031250 Penalty: 2635.204590
	Iteration 41Q: 3 clusters Score -423563 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -423584.750000 Penalty: 2635.204590
	Iteration 42Q: 3 clusters Score -423584.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -423607.218750 Penalty: 2635.204590
	Iteration 43Q: 3 clusters Score -423607.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -423630.250000 Penalty: 2635.204590
	Iteration 44Q: 3 clusters Score -423630.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -423645.531250 Penalty: 2635.204590
	Iteration 45Q: 3 clusters Score -423645.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -423668.125000 Penalty: 2635.204590
	Iteration 46Q: 3 clusters Score -423668.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -423694.312500 Penalty: 2635.204590
	Iteration 47Q: 3 clusters Score -423694.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -423714.500000 Penalty: 2635.204590
	Iteration 48Q: 3 clusters Score -423714.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -423732.406250 Penalty: 2635.204590
	Iteration 49Q: 3 clusters Score -423732.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -423744.093750 Penalty: 2635.204590
	Iteration 50Q: 3 clusters Score -423744.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -423754.375000 Penalty: 2635.204590
	Iteration 51Q: 3 clusters Score -423754.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -423765.375000 Penalty: 2635.204590
	Iteration 52Q: 3 clusters Score -423765.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -423773.781250 Penalty: 2635.204590
	Iteration 53Q: 3 clusters Score -423773.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -423781.093750 Penalty: 2635.204590
	Iteration 54Q: 3 clusters Score -423781.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -423783.000000 Penalty: 2635.204590
	Iteration 55Q: 3 clusters Score -423783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -423783.343750 Penalty: 2635.204590
	Iteration 56Q: 3 clusters Score -423783.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -423785.625000 Penalty: 2635.204590
	Iteration 57Q: 3 clusters Score -423785.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -423788.343750 Penalty: 2635.204590
	Iteration 58Q: 3 clusters Score -423788.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -423791.406250 Penalty: 2635.204590
	Iteration 59Q: 3 clusters Score -423791.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -423794.875000 Penalty: 2635.204590
	Iteration 60F: 3 clusters Score -423794.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -423796.718750 Penalty: 2635.204590
	Iteration 61Q: 3 clusters Score -423796.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -423797.343750 Penalty: 2635.204590
	Iteration 62Q: 3 clusters Score -423797.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -423797.500000 Penalty: 2635.204590
	Iteration 63Q: 3 clusters Score -423797.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -423797.500000 Penalty: 2635.204590
	Iteration 64F: 3 clusters Score -423797.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (15902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Entering Unmasked Estep 
Score: -2419756.500000 Penalty: 1572.057495
	Iteration 0F: 2 clusters Score -2419756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2409229.000000 Penalty: 3144.114990
	Iteration 0F: 3 clusters Score -2409229 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2413264.000000 Penalty: 3144.114990
	Iteration 1F: 3 clusters Score -2413264 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2413708.250000 Penalty: 3144.114990
	Iteration 2F: 3 clusters Score -2413708 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2414108.500000 Penalty: 3144.114990
	Iteration 3F: 3 clusters Score -2414108 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2414467.750000 Penalty: 3144.114990
	Iteration 4F: 3 clusters Score -2414468 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2414853.750000 Penalty: 3144.114990
	Iteration 5Q: 3 clusters Score -2414854 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2415216.750000 Penalty: 3144.114990
	Iteration 6Q: 3 clusters Score -2415217 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2415564.750000 Penalty: 3144.114990
	Iteration 7Q: 3 clusters Score -2415565 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2415890.750000 Penalty: 3144.114990
	Iteration 8Q: 3 clusters Score -2415891 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2416266.000000 Penalty: 3144.114990
	Iteration 9Q: 3 clusters Score -2416266 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2416604.000000 Penalty: 3144.114990
	Iteration 10Q: 3 clusters Score -2416604 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2416887.250000 Penalty: 3144.114990
	Iteration 11Q: 3 clusters Score -2416887 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2417084.000000 Penalty: 3144.114990
	Iteration 12Q: 3 clusters Score -2417084 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2417252.250000 Penalty: 3144.114990
	Iteration 13Q: 3 clusters Score -2417252 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2417429.500000 Penalty: 3144.114990
	Iteration 14Q: 3 clusters Score -2417430 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2417555.500000 Penalty: 3144.114990
	Iteration 15Q: 3 clusters Score -2417556 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2417655.750000 Penalty: 3144.114990
	Iteration 16Q: 3 clusters Score -2417656 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2417775.500000 Penalty: 3144.114990
	Iteration 17Q: 3 clusters Score -2417776 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2417898.000000 Penalty: 3144.114990
	Iteration 18Q: 3 clusters Score -2417898 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2417992.750000 Penalty: 3144.114990
	Iteration 19Q: 3 clusters Score -2417993 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2418073.250000 Penalty: 3144.114990
	Iteration 20F: 3 clusters Score -2418073 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2418126.500000 Penalty: 3144.114990
	Iteration 21Q: 3 clusters Score -2418126 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2418171.000000 Penalty: 3144.114990
	Iteration 22Q: 3 clusters Score -2418171 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2418212.250000 Penalty: 3144.114990
	Iteration 23Q: 3 clusters Score -2418212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2418242.750000 Penalty: 3144.114990
	Iteration 24Q: 3 clusters Score -2418243 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2418272.500000 Penalty: 3144.114990
	Iteration 25Q: 3 clusters Score -2418272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2418307.750000 Penalty: 3144.114990
	Iteration 26Q: 3 clusters Score -2418308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2418329.000000 Penalty: 3144.114990
	Iteration 27Q: 3 clusters Score -2418329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2418341.500000 Penalty: 3144.114990
	Iteration 28Q: 3 clusters Score -2418342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2418346.750000 Penalty: 3144.114990
	Iteration 29Q: 3 clusters Score -2418347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2418351.250000 Penalty: 3144.114990
	Iteration 30Q: 3 clusters Score -2418351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2418362.250000 Penalty: 3144.114990
	Iteration 31Q: 3 clusters Score -2418362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2418366.750000 Penalty: 3144.114990
	Iteration 32Q: 3 clusters Score -2418367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2418373.250000 Penalty: 3144.114990
	Iteration 33Q: 3 clusters Score -2418373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2418375.250000 Penalty: 3144.114990
	Iteration 34Q: 3 clusters Score -2418375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2418377.250000 Penalty: 3144.114990
	Iteration 35Q: 3 clusters Score -2418377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2418379.250000 Penalty: 3144.114990
	Iteration 36Q: 3 clusters Score -2418379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2418379.250000 Penalty: 3144.114990
	Iteration 37F: 3 clusters Score -2418379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (9999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Entering Unmasked Estep 
Score: -1521810.125000 Penalty: 1496.664062
	Iteration 0F: 2 clusters Score -1521810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1514590.500000 Penalty: 2993.328125
	Iteration 0F: 3 clusters Score -1514590 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1516937.125000 Penalty: 2993.328125
	Iteration 1F: 3 clusters Score -1516937 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1517193.750000 Penalty: 2993.328125
	Iteration 2F: 3 clusters Score -1517194 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1517426.250000 Penalty: 2993.328125
	Iteration 3F: 3 clusters Score -1517426 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1517645.750000 Penalty: 2993.328125
	Iteration 4Q: 3 clusters Score -1517646 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1517899.625000 Penalty: 2993.328125
	Iteration 5Q: 3 clusters Score -1517900 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1518176.000000 Penalty: 2993.328125
	Iteration 6Q: 3 clusters Score -1518176 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1518497.500000 Penalty: 2993.328125
	Iteration 7F: 3 clusters Score -1518498 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1518882.000000 Penalty: 2993.328125
	Iteration 8F: 3 clusters Score -1518882 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1519281.375000 Penalty: 2993.328125
	Iteration 9F: 3 clusters Score -1519281 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1519639.500000 Penalty: 2993.328125
	Iteration 10Q: 3 clusters Score -1519640 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1519903.500000 Penalty: 2993.328125
	Iteration 11Q: 3 clusters Score -1519904 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1520094.875000 Penalty: 2993.328125
	Iteration 12Q: 3 clusters Score -1520095 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1520247.875000 Penalty: 2993.328125
	Iteration 13Q: 3 clusters Score -1520248 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1520340.125000 Penalty: 2993.328125
	Iteration 14Q: 3 clusters Score -1520340 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1520404.750000 Penalty: 2993.328125
	Iteration 15Q: 3 clusters Score -1520405 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1520451.000000 Penalty: 2993.328125
	Iteration 16Q: 3 clusters Score -1520451 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1520482.625000 Penalty: 2993.328125
	Iteration 17Q: 3 clusters Score -1520483 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1520510.125000 Penalty: 2993.328125
	Iteration 18Q: 3 clusters Score -1520510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1520525.250000 Penalty: 2993.328125
	Iteration 19Q: 3 clusters Score -1520525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1520537.500000 Penalty: 2993.328125
	Iteration 20F: 3 clusters Score -1520538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1520544.125000 Penalty: 2993.328125
	Iteration 21Q: 3 clusters Score -1520544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1520546.750000 Penalty: 2993.328125
	Iteration 22Q: 3 clusters Score -1520547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1520552.750000 Penalty: 2993.328125
	Iteration 23Q: 3 clusters Score -1520553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1520558.750000 Penalty: 2993.328125
	Iteration 24Q: 3 clusters Score -1520559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1520560.375000 Penalty: 2993.328125
	Iteration 25Q: 3 clusters Score -1520560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1520560.375000 Penalty: 2993.328125
	Iteration 26F: 3 clusters Score -1520560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Entering Unmasked Estep 
Score: -976042.312500 Penalty: 1432.907104
	Iteration 0F: 2 clusters Score -976042.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -970874.937500 Penalty: 2865.814209
	Iteration 0F: 3 clusters Score -970874.9 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -972400.312500 Penalty: 2865.814209
	Iteration 1F: 3 clusters Score -972400.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -972627.250000 Penalty: 2865.814209
	Iteration 2F: 3 clusters Score -972627.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -972823.750000 Penalty: 2865.814209
	Iteration 3F: 3 clusters Score -972823.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -973015.812500 Penalty: 2865.814209
	Iteration 4F: 3 clusters Score -973015.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -973177.312500 Penalty: 2865.814209
	Iteration 5Q: 3 clusters Score -973177.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -973317.437500 Penalty: 2865.814209
	Iteration 6Q: 3 clusters Score -973317.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -973474.937500 Penalty: 2865.814209
	Iteration 7Q: 3 clusters Score -973474.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -973647.937500 Penalty: 2865.814209
	Iteration 8Q: 3 clusters Score -973647.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -973828.625000 Penalty: 2865.814209
	Iteration 9Q: 3 clusters Score -973828.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -974008.687500 Penalty: 2865.814209
	Iteration 10Q: 3 clusters Score -974008.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -974178.000000 Penalty: 2865.814209
	Iteration 11Q: 3 clusters Score -974178 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -974323.062500 Penalty: 2865.814209
	Iteration 12Q: 3 clusters Score -974323.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -974441.625000 Penalty: 2865.814209
	Iteration 13Q: 3 clusters Score -974441.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -974532.437500 Penalty: 2865.814209
	Iteration 14Q: 3 clusters Score -974532.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -974612.625000 Penalty: 2865.814209
	Iteration 15Q: 3 clusters Score -974612.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -974659.875000 Penalty: 2865.814209
	Iteration 16Q: 3 clusters Score -974659.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -974689.937500 Penalty: 2865.814209
	Iteration 17Q: 3 clusters Score -974689.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -974717.125000 Penalty: 2865.814209
	Iteration 18Q: 3 clusters Score -974717.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -974731.750000 Penalty: 2865.814209
	Iteration 19Q: 3 clusters Score -974731.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -974754.875000 Penalty: 2865.814209
	Iteration 20F: 3 clusters Score -974754.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -974773.750000 Penalty: 2865.814209
	Iteration 21Q: 3 clusters Score -974773.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -974790.750000 Penalty: 2865.814209
	Iteration 22Q: 3 clusters Score -974790.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -974799.000000 Penalty: 2865.814209
	Iteration 23Q: 3 clusters Score -974799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -974807.375000 Penalty: 2865.814209
	Iteration 24Q: 3 clusters Score -974807.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -974813.750000 Penalty: 2865.814209
	Iteration 25Q: 3 clusters Score -974813.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -974820.437500 Penalty: 2865.814209
	Iteration 26Q: 3 clusters Score -974820.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -974828.312500 Penalty: 2865.814209
	Iteration 27Q: 3 clusters Score -974828.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -974834.750000 Penalty: 2865.814209
	Iteration 28Q: 3 clusters Score -974834.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -974842.062500 Penalty: 2865.814209
	Iteration 29Q: 3 clusters Score -974842.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -974846.375000 Penalty: 2865.814209
	Iteration 30Q: 3 clusters Score -974846.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -974849.625000 Penalty: 2865.814209
	Iteration 31Q: 3 clusters Score -974849.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -974853.125000 Penalty: 2865.814209
	Iteration 32Q: 3 clusters Score -974853.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -974855.250000 Penalty: 2865.814209
	Iteration 33Q: 3 clusters Score -974855.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -974856.687500 Penalty: 2865.814209
	Iteration 34Q: 3 clusters Score -974856.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -974856.687500 Penalty: 2865.814209
	Iteration 35F: 3 clusters Score -974856.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Entering Unmasked Estep 
Score: -483891.406250 Penalty: 1323.227051
	Iteration 0F: 2 clusters Score -483891.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -480967.906250 Penalty: 2646.454102
	Iteration 0F: 3 clusters Score -480967.9 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -481683.281250 Penalty: 2646.454102
	Iteration 1F: 3 clusters Score -481683.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -481893.750000 Penalty: 2646.454102
	Iteration 2F: 3 clusters Score -481893.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -482076.937500 Penalty: 2646.454102
	Iteration 3F: 3 clusters Score -482076.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -482207.937500 Penalty: 2646.454102
	Iteration 4F: 3 clusters Score -482207.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -482292.218750 Penalty: 2646.454102
	Iteration 5Q: 3 clusters Score -482292.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -482373.968750 Penalty: 2646.454102
	Iteration 6Q: 3 clusters Score -482374 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -482454.812500 Penalty: 2646.454102
	Iteration 7Q: 3 clusters Score -482454.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -482517.625000 Penalty: 2646.454102
	Iteration 8Q: 3 clusters Score -482517.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -482569.250000 Penalty: 2646.454102
	Iteration 9Q: 3 clusters Score -482569.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -482610.812500 Penalty: 2646.454102
	Iteration 10Q: 3 clusters Score -482610.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -482665.000000 Penalty: 2646.454102
	Iteration 11Q: 3 clusters Score -482665 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -482705.156250 Penalty: 2646.454102
	Iteration 12Q: 3 clusters Score -482705.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -482738.031250 Penalty: 2646.454102
	Iteration 13Q: 3 clusters Score -482738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -482761.187500 Penalty: 2646.454102
	Iteration 14Q: 3 clusters Score -482761.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -482776.625000 Penalty: 2646.454102
	Iteration 15Q: 3 clusters Score -482776.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -482788.906250 Penalty: 2646.454102
	Iteration 16Q: 3 clusters Score -482788.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -482799.937500 Penalty: 2646.454102
	Iteration 17Q: 3 clusters Score -482799.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -482813.093750 Penalty: 2646.454102
	Iteration 18Q: 3 clusters Score -482813.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -482825.000000 Penalty: 2646.454102
	Iteration 19Q: 3 clusters Score -482825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -482840.531250 Penalty: 2646.454102
	Iteration 20F: 3 clusters Score -482840.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -482863.656250 Penalty: 2646.454102
	Iteration 21Q: 3 clusters Score -482863.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -482877.500000 Penalty: 2646.454102
	Iteration 22Q: 3 clusters Score -482877.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -482887.906250 Penalty: 2646.454102
	Iteration 23Q: 3 clusters Score -482887.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -482904.875000 Penalty: 2646.454102
	Iteration 24Q: 3 clusters Score -482904.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -482914.250000 Penalty: 2646.454102
	Iteration 25Q: 3 clusters Score -482914.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -482920.375000 Penalty: 2646.454102
	Iteration 26Q: 3 clusters Score -482920.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -482927.937500 Penalty: 2646.454102
	Iteration 27Q: 3 clusters Score -482927.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -482929.062500 Penalty: 2646.454102
	Iteration 28Q: 3 clusters Score -482929.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -482931.062500 Penalty: 2646.454102
	Iteration 29Q: 3 clusters Score -482931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -482931.593750 Penalty: 2646.454102
	Iteration 30Q: 3 clusters Score -482931.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -482932.562500 Penalty: 2646.454102
	Iteration 31Q: 3 clusters Score -482932.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -482933.812500 Penalty: 2646.454102
	Iteration 32Q: 3 clusters Score -482933.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -482933.812500 Penalty: 2646.454102
	Iteration 33F: 3 clusters Score -482933.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -19569.041016 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -19569.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18878.330078 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -18878.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18973.427734 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -18973.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19049.906250 Penalty: 1720.324097
	Iteration 2F: 3 clusters Score -19049.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19117.875000 Penalty: 1720.324097
	Iteration 3F: 3 clusters Score -19117.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19176.601562 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -19176.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19266.736328 Penalty: 1720.324097
	Iteration 5Q: 3 clusters Score -19266.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19312.410156 Penalty: 1720.324097
	Iteration 6Q: 3 clusters Score -19312.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19315.583984 Penalty: 1720.324097
	Iteration 7Q: 3 clusters Score -19315.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19319.986328 Penalty: 1720.324097
	Iteration 8Q: 3 clusters Score -19319.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19328.197266 Penalty: 1720.324097
	Iteration 9Q: 3 clusters Score -19328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19336.179688 Penalty: 1720.324097
	Iteration 10Q: 3 clusters Score -19336.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19353.667969 Penalty: 1720.324097
	Iteration 11Q: 3 clusters Score -19353.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19397.023438 Penalty: 1720.324097
	Iteration 12Q: 3 clusters Score -19397.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19399.544922 Penalty: 1720.324097
	Iteration 13Q: 3 clusters Score -19399.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19399.544922 Penalty: 1720.324097
	Iteration 14F: 3 clusters Score -19399.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -197905.468750 Penalty: 1197.764771
	Iteration 0F: 2 clusters Score -197905.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -196118.828125 Penalty: 2395.529541
	Iteration 0F: 3 clusters Score -196118.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -196676.296875 Penalty: 2395.529541
	Iteration 1F: 3 clusters Score -196676.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -196992.859375 Penalty: 2395.529541
	Iteration 2F: 3 clusters Score -196992.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -197248.750000 Penalty: 2395.529541
	Iteration 3F: 3 clusters Score -197248.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -197416.515625 Penalty: 2395.529541
	Iteration 4F: 3 clusters Score -197416.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -197499.640625 Penalty: 2395.529541
	Iteration 5Q: 3 clusters Score -197499.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -197543.718750 Penalty: 2395.529541
	Iteration 6Q: 3 clusters Score -197543.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -197570.328125 Penalty: 2395.529541
	Iteration 7Q: 3 clusters Score -197570.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -197593.000000 Penalty: 2395.529541
	Iteration 8Q: 3 clusters Score -197593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -197608.421875 Penalty: 2395.529541
	Iteration 9Q: 3 clusters Score -197608.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -197613.609375 Penalty: 2395.529541
	Iteration 10Q: 3 clusters Score -197613.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -197616.359375 Penalty: 2395.529541
	Iteration 11Q: 3 clusters Score -197616.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -197617.125000 Penalty: 2395.529541
	Iteration 12Q: 3 clusters Score -197617.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -197617.718750 Penalty: 2395.529541
	Iteration 13Q: 3 clusters Score -197617.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -197618.281250 Penalty: 2395.529541
	Iteration 14Q: 3 clusters Score -197618.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -197618.656250 Penalty: 2395.529541
	Iteration 15Q: 3 clusters Score -197618.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -197618.656250 Penalty: 2395.529541
	Iteration 16F: 3 clusters Score -197618.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Entering Unmasked Estep 
Score: -343167.843750 Penalty: 1277.091919
	Iteration 0F: 2 clusters Score -343167.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -340730.937500 Penalty: 2554.183838
	Iteration 0F: 3 clusters Score -340730.9 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -341383.875000 Penalty: 2554.183838
	Iteration 1F: 3 clusters Score -341383.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -341577.125000 Penalty: 2554.183838
	Iteration 2F: 3 clusters Score -341577.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -341780.031250 Penalty: 2554.183838
	Iteration 3F: 3 clusters Score -341780 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -341987.968750 Penalty: 2554.183838
	Iteration 4F: 3 clusters Score -341988 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -342156.906250 Penalty: 2554.183838
	Iteration 5F: 3 clusters Score -342156.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -342281.156250 Penalty: 2554.183838
	Iteration 6Q: 3 clusters Score -342281.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -342376.062500 Penalty: 2554.183838
	Iteration 7Q: 3 clusters Score -342376.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -342446.281250 Penalty: 2554.183838
	Iteration 8Q: 3 clusters Score -342446.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -342497.812500 Penalty: 2554.183838
	Iteration 9Q: 3 clusters Score -342497.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -342545.125000 Penalty: 2554.183838
	Iteration 10Q: 3 clusters Score -342545.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -342587.406250 Penalty: 2554.183838
	Iteration 11Q: 3 clusters Score -342587.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -342627.750000 Penalty: 2554.183838
	Iteration 12Q: 3 clusters Score -342627.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -342661.781250 Penalty: 2554.183838
	Iteration 13Q: 3 clusters Score -342661.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -342680.312500 Penalty: 2554.183838
	Iteration 14Q: 3 clusters Score -342680.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -342702.000000 Penalty: 2554.183838
	Iteration 15Q: 3 clusters Score -342702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -342720.218750 Penalty: 2554.183838
	Iteration 16Q: 3 clusters Score -342720.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -342735.937500 Penalty: 2554.183838
	Iteration 17Q: 3 clusters Score -342735.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -342752.718750 Penalty: 2554.183838
	Iteration 18Q: 3 clusters Score -342752.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -342763.687500 Penalty: 2554.183838
	Iteration 19Q: 3 clusters Score -342763.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -342771.718750 Penalty: 2554.183838
	Iteration 20F: 3 clusters Score -342771.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -342777.812500 Penalty: 2554.183838
	Iteration 21Q: 3 clusters Score -342777.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -342785.906250 Penalty: 2554.183838
	Iteration 22Q: 3 clusters Score -342785.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -342791.468750 Penalty: 2554.183838
	Iteration 23Q: 3 clusters Score -342791.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -342798.031250 Penalty: 2554.183838
	Iteration 24Q: 3 clusters Score -342798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -342803.031250 Penalty: 2554.183838
	Iteration 25Q: 3 clusters Score -342803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -342808.781250 Penalty: 2554.183838
	Iteration 26Q: 3 clusters Score -342808.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -342815.875000 Penalty: 2554.183838
	Iteration 27Q: 3 clusters Score -342815.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -342819.500000 Penalty: 2554.183838
	Iteration 28Q: 3 clusters Score -342819.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -342823.031250 Penalty: 2554.183838
	Iteration 29Q: 3 clusters Score -342823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -342828.718750 Penalty: 2554.183838
	Iteration 30Q: 3 clusters Score -342828.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -342832.875000 Penalty: 2554.183838
	Iteration 31Q: 3 clusters Score -342832.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -342837.812500 Penalty: 2554.183838
	Iteration 32Q: 3 clusters Score -342837.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -342845.031250 Penalty: 2554.183838
	Iteration 33Q: 3 clusters Score -342845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -342849.093750 Penalty: 2554.183838
	Iteration 34Q: 3 clusters Score -342849.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -342854.500000 Penalty: 2554.183838
	Iteration 35Q: 3 clusters Score -342854.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -342858.375000 Penalty: 2554.183838
	Iteration 36Q: 3 clusters Score -342858.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -342860.718750 Penalty: 2554.183838
	Iteration 37Q: 3 clusters Score -342860.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -342862.187500 Penalty: 2554.183838
	Iteration 38Q: 3 clusters Score -342862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -342863.406250 Penalty: 2554.183838
	Iteration 39Q: 3 clusters Score -342863.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -342864.656250 Penalty: 2554.183838
	Iteration 40F: 3 clusters Score -342864.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -342865.625000 Penalty: 2554.183838
	Iteration 41Q: 3 clusters Score -342865.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -342868.687500 Penalty: 2554.183838
	Iteration 42Q: 3 clusters Score -342868.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -342871.843750 Penalty: 2554.183838
	Iteration 43Q: 3 clusters Score -342871.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -342872.687500 Penalty: 2554.183838
	Iteration 44Q: 3 clusters Score -342872.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -342873.406250 Penalty: 2554.183838
	Iteration 45Q: 3 clusters Score -342873.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -342873.406250 Penalty: 2554.183838
	Iteration 46F: 3 clusters Score -342873.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Entering Unmasked Estep 
Score: -921709.750000 Penalty: 1415.957031
	Iteration 0F: 2 clusters Score -921709.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -917007.375000 Penalty: 2831.914062
	Iteration 0F: 3 clusters Score -917007.4 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -918333.812500 Penalty: 2831.914062
	Iteration 1F: 3 clusters Score -918333.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -918528.875000 Penalty: 2831.914062
	Iteration 2F: 3 clusters Score -918528.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -918677.812500 Penalty: 2831.914062
	Iteration 3F: 3 clusters Score -918677.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -918774.062500 Penalty: 2831.914062
	Iteration 4Q: 3 clusters Score -918774.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -918841.687500 Penalty: 2831.914062
	Iteration 5Q: 3 clusters Score -918841.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -918894.187500 Penalty: 2831.914062
	Iteration 6Q: 3 clusters Score -918894.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -918937.250000 Penalty: 2831.914062
	Iteration 7Q: 3 clusters Score -918937.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -918977.312500 Penalty: 2831.914062
	Iteration 8Q: 3 clusters Score -918977.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -919013.062500 Penalty: 2831.914062
	Iteration 9Q: 3 clusters Score -919013.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -919046.062500 Penalty: 2831.914062
	Iteration 10Q: 3 clusters Score -919046.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -919078.187500 Penalty: 2831.914062
	Iteration 11Q: 3 clusters Score -919078.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -919109.250000 Penalty: 2831.914062
	Iteration 12Q: 3 clusters Score -919109.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -919141.312500 Penalty: 2831.914062
	Iteration 13Q: 3 clusters Score -919141.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -919178.812500 Penalty: 2831.914062
	Iteration 14Q: 3 clusters Score -919178.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -919208.500000 Penalty: 2831.914062
	Iteration 15Q: 3 clusters Score -919208.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -919238.750000 Penalty: 2831.914062
	Iteration 16Q: 3 clusters Score -919238.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -919271.625000 Penalty: 2831.914062
	Iteration 17Q: 3 clusters Score -919271.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -919305.000000 Penalty: 2831.914062
	Iteration 18Q: 3 clusters Score -919305 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -919328.500000 Penalty: 2831.914062
	Iteration 19Q: 3 clusters Score -919328.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -919345.750000 Penalty: 2831.914062
	Iteration 20F: 3 clusters Score -919345.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -919370.125000 Penalty: 2831.914062
	Iteration 21Q: 3 clusters Score -919370.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -919394.000000 Penalty: 2831.914062
	Iteration 22Q: 3 clusters Score -919394 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -919424.562500 Penalty: 2831.914062
	Iteration 23Q: 3 clusters Score -919424.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -919459.937500 Penalty: 2831.914062
	Iteration 24Q: 3 clusters Score -919459.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -919497.937500 Penalty: 2831.914062
	Iteration 25Q: 3 clusters Score -919497.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -919539.937500 Penalty: 2831.914062
	Iteration 26Q: 3 clusters Score -919539.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -919586.437500 Penalty: 2831.914062
	Iteration 27Q: 3 clusters Score -919586.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -919636.375000 Penalty: 2831.914062
	Iteration 28Q: 3 clusters Score -919636.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -919694.125000 Penalty: 2831.914062
	Iteration 29Q: 3 clusters Score -919694.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -919755.437500 Penalty: 2831.914062
	Iteration 30Q: 3 clusters Score -919755.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -919817.750000 Penalty: 2831.914062
	Iteration 31Q: 3 clusters Score -919817.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -919878.812500 Penalty: 2831.914062
	Iteration 32Q: 3 clusters Score -919878.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -919928.812500 Penalty: 2831.914062
	Iteration 33Q: 3 clusters Score -919928.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -919989.937500 Penalty: 2831.914062
	Iteration 34Q: 3 clusters Score -919989.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -920052.250000 Penalty: 2831.914062
	Iteration 35Q: 3 clusters Score -920052.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -920097.500000 Penalty: 2831.914062
	Iteration 36Q: 3 clusters Score -920097.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -920143.375000 Penalty: 2831.914062
	Iteration 37Q: 3 clusters Score -920143.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -920179.062500 Penalty: 2831.914062
	Iteration 38Q: 3 clusters Score -920179.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -920202.375000 Penalty: 2831.914062
	Iteration 39Q: 3 clusters Score -920202.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -920229.187500 Penalty: 2831.914062
	Iteration 40F: 3 clusters Score -920229.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -920259.187500 Penalty: 2831.914062
	Iteration 41Q: 3 clusters Score -920259.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -920287.500000 Penalty: 2831.914062
	Iteration 42Q: 3 clusters Score -920287.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -920319.125000 Penalty: 2831.914062
	Iteration 43Q: 3 clusters Score -920319.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -920349.875000 Penalty: 2831.914062
	Iteration 44Q: 3 clusters Score -920349.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -920372.750000 Penalty: 2831.914062
	Iteration 45Q: 3 clusters Score -920372.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -920386.875000 Penalty: 2831.914062
	Iteration 46Q: 3 clusters Score -920386.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -920393.062500 Penalty: 2831.914062
	Iteration 47Q: 3 clusters Score -920393.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -920397.750000 Penalty: 2831.914062
	Iteration 48Q: 3 clusters Score -920397.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -920404.312500 Penalty: 2831.914062
	Iteration 49Q: 3 clusters Score -920404.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -920405.000000 Penalty: 2831.914062
	Iteration 50Q: 3 clusters Score -920405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -920408.187500 Penalty: 2831.914062
	Iteration 51Q: 3 clusters Score -920408.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -920409.750000 Penalty: 2831.914062
	Iteration 52Q: 3 clusters Score -920409.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -920410.937500 Penalty: 2831.914062
	Iteration 53Q: 3 clusters Score -920410.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -920412.812500 Penalty: 2831.914062
	Iteration 54Q: 3 clusters Score -920412.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -920415.625000 Penalty: 2831.914062
	Iteration 55Q: 3 clusters Score -920415.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -920415.687500 Penalty: 2831.914062
	Iteration 56Q: 3 clusters Score -920415.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -920415.500000 Penalty: 2831.914062
	Iteration 57Q: 3 clusters Score -920415.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -920415.687500 Penalty: 2831.914062
	Iteration 58Q: 3 clusters Score -920415.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -920416.750000 Penalty: 2831.914062
	Iteration 59Q: 3 clusters Score -920416.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -920417.812500 Penalty: 2831.914062
	Iteration 60F: 3 clusters Score -920417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -920418.500000 Penalty: 2831.914062
	Iteration 61Q: 3 clusters Score -920418.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -920419.187500 Penalty: 2831.914062
	Iteration 62Q: 3 clusters Score -920419.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -920418.937500 Penalty: 2831.914062
	Iteration 63Q: 3 clusters Score -920418.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -920419.125000 Penalty: 2831.914062
	Iteration 64Q: 3 clusters Score -920419.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -920419.125000 Penalty: 2831.914062
	Iteration 65F: 3 clusters Score -920419.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Entering Unmasked Estep 
Score: -239043.890625 Penalty: 1213.911499
	Iteration 0F: 2 clusters Score -239043.9 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 885 members 
Entering Unmasked Estep 
Score: -237077.671875 Penalty: 2427.822998
	Iteration 0F: 3 clusters Score -237077.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -237499.093750 Penalty: 2427.822998
	Iteration 1F: 3 clusters Score -237499.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -237652.343750 Penalty: 2427.822998
	Iteration 2F: 3 clusters Score -237652.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -237756.296875 Penalty: 2427.822998
	Iteration 3F: 3 clusters Score -237756.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -237861.593750 Penalty: 2427.822998
	Iteration 4F: 3 clusters Score -237861.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -237988.140625 Penalty: 2427.822998
	Iteration 5F: 3 clusters Score -237988.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -238097.281250 Penalty: 2427.822998
	Iteration 6F: 3 clusters Score -238097.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -238215.156250 Penalty: 2427.822998
	Iteration 7Q: 3 clusters Score -238215.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -238307.031250 Penalty: 2427.822998
	Iteration 8Q: 3 clusters Score -238307 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -238382.609375 Penalty: 2427.822998
	Iteration 9Q: 3 clusters Score -238382.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -238442.250000 Penalty: 2427.822998
	Iteration 10Q: 3 clusters Score -238442.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -238500.578125 Penalty: 2427.822998
	Iteration 11Q: 3 clusters Score -238500.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -238540.531250 Penalty: 2427.822998
	Iteration 12Q: 3 clusters Score -238540.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -238557.015625 Penalty: 2427.822998
	Iteration 13Q: 3 clusters Score -238557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -238569.312500 Penalty: 2427.822998
	Iteration 14Q: 3 clusters Score -238569.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -238585.250000 Penalty: 2427.822998
	Iteration 15Q: 3 clusters Score -238585.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -238608.046875 Penalty: 2427.822998
	Iteration 16Q: 3 clusters Score -238608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -238617.656250 Penalty: 2427.822998
	Iteration 17Q: 3 clusters Score -238617.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -238621.734375 Penalty: 2427.822998
	Iteration 18Q: 3 clusters Score -238621.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -238625.031250 Penalty: 2427.822998
	Iteration 19Q: 3 clusters Score -238625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -238627.734375 Penalty: 2427.822998
	Iteration 20F: 3 clusters Score -238627.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Entering Unmasked Estep 
Score: -609927.375000 Penalty: 1348.350830
	Iteration 0F: 2 clusters Score -609927.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -606525.250000 Penalty: 2696.701660
	Iteration 0F: 3 clusters Score -606525.2 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -607387.187500 Penalty: 2696.701660
	Iteration 1F: 3 clusters Score -607387.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -607542.437500 Penalty: 2696.701660
	Iteration 2F: 3 clusters Score -607542.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -607652.562500 Penalty: 2696.701660
	Iteration 3Q: 3 clusters Score -607652.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -607744.250000 Penalty: 2696.701660
	Iteration 4Q: 3 clusters Score -607744.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -607826.062500 Penalty: 2696.701660
	Iteration 5Q: 3 clusters Score -607826.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -607889.187500 Penalty: 2696.701660
	Iteration 6Q: 3 clusters Score -607889.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -607947.625000 Penalty: 2696.701660
	Iteration 7Q: 3 clusters Score -607947.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -607996.500000 Penalty: 2696.701660
	Iteration 8Q: 3 clusters Score -607996.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -608049.562500 Penalty: 2696.701660
	Iteration 9Q: 3 clusters Score -608049.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -608113.875000 Penalty: 2696.701660
	Iteration 10Q: 3 clusters Score -608113.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -608177.062500 Penalty: 2696.701660
	Iteration 11Q: 3 clusters Score -608177.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -608230.187500 Penalty: 2696.701660
	Iteration 12Q: 3 clusters Score -608230.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -608284.812500 Penalty: 2696.701660
	Iteration 13Q: 3 clusters Score -608284.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -608325.500000 Penalty: 2696.701660
	Iteration 14Q: 3 clusters Score -608325.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -608372.875000 Penalty: 2696.701660
	Iteration 15Q: 3 clusters Score -608372.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -608429.062500 Penalty: 2696.701660
	Iteration 16Q: 3 clusters Score -608429.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -608467.125000 Penalty: 2696.701660
	Iteration 17Q: 3 clusters Score -608467.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -608499.812500 Penalty: 2696.701660
	Iteration 18Q: 3 clusters Score -608499.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -608521.250000 Penalty: 2696.701660
	Iteration 19Q: 3 clusters Score -608521.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -608543.250000 Penalty: 2696.701660
	Iteration 20F: 3 clusters Score -608543.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -608563.875000 Penalty: 2696.701660
	Iteration 21Q: 3 clusters Score -608563.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -608579.437500 Penalty: 2696.701660
	Iteration 22Q: 3 clusters Score -608579.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -608591.312500 Penalty: 2696.701660
	Iteration 23Q: 3 clusters Score -608591.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -608600.937500 Penalty: 2696.701660
	Iteration 24Q: 3 clusters Score -608600.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -608608.875000 Penalty: 2696.701660
	Iteration 25Q: 3 clusters Score -608608.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -608614.000000 Penalty: 2696.701660
	Iteration 26Q: 3 clusters Score -608614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -608622.312500 Penalty: 2696.701660
	Iteration 27Q: 3 clusters Score -608622.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -608632.687500 Penalty: 2696.701660
	Iteration 28Q: 3 clusters Score -608632.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -608638.875000 Penalty: 2696.701660
	Iteration 29Q: 3 clusters Score -608638.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -608645.000000 Penalty: 2696.701660
	Iteration 30Q: 3 clusters Score -608645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -608651.500000 Penalty: 2696.701660
	Iteration 31Q: 3 clusters Score -608651.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -608657.000000 Penalty: 2696.701660
	Iteration 32Q: 3 clusters Score -608657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -608659.500000 Penalty: 2696.701660
	Iteration 33Q: 3 clusters Score -608659.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -608662.562500 Penalty: 2696.701660
	Iteration 34Q: 3 clusters Score -608662.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -608667.562500 Penalty: 2696.701660
	Iteration 35Q: 3 clusters Score -608667.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -608671.187500 Penalty: 2696.701660
	Iteration 36Q: 3 clusters Score -608671.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -608672.250000 Penalty: 2696.701660
	Iteration 37Q: 3 clusters Score -608672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -608674.625000 Penalty: 2696.701660
	Iteration 38Q: 3 clusters Score -608674.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -608678.937500 Penalty: 2696.701660
	Iteration 39Q: 3 clusters Score -608678.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -608682.125000 Penalty: 2696.701660
	Iteration 40F: 3 clusters Score -608682.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -608681.750000 Penalty: 2696.701660
	Iteration 41Q: 3 clusters Score -608681.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -608683.875000 Penalty: 2696.701660
	Iteration 42Q: 3 clusters Score -608683.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -608684.125000 Penalty: 2696.701660
	Iteration 43Q: 3 clusters Score -608684.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -608684.125000 Penalty: 2696.701660
	Iteration 44F: 3 clusters Score -608684.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (14581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Entering Unmasked Estep 
Score: -2111349.750000 Penalty: 1557.964600
	Iteration 0F: 2 clusters Score -2111350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2101226.250000 Penalty: 3115.929199
	Iteration 0F: 3 clusters Score -2101226 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2104860.250000 Penalty: 3115.929199
	Iteration 1F: 3 clusters Score -2104860 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2105257.500000 Penalty: 3115.929199
	Iteration 2F: 3 clusters Score -2105258 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2105690.750000 Penalty: 3115.929199
	Iteration 3F: 3 clusters Score -2105691 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2106125.500000 Penalty: 3115.929199
	Iteration 4F: 3 clusters Score -2106126 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2106565.500000 Penalty: 3115.929199
	Iteration 5F: 3 clusters Score -2106566 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2106974.500000 Penalty: 3115.929199
	Iteration 6Q: 3 clusters Score -2106974 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2107368.500000 Penalty: 3115.929199
	Iteration 7Q: 3 clusters Score -2107368 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2107740.750000 Penalty: 3115.929199
	Iteration 8Q: 3 clusters Score -2107741 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2108058.500000 Penalty: 3115.929199
	Iteration 9Q: 3 clusters Score -2108058 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2108355.250000 Penalty: 3115.929199
	Iteration 10Q: 3 clusters Score -2108355 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2108620.500000 Penalty: 3115.929199
	Iteration 11Q: 3 clusters Score -2108620 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2108859.250000 Penalty: 3115.929199
	Iteration 12Q: 3 clusters Score -2108859 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2109076.250000 Penalty: 3115.929199
	Iteration 13Q: 3 clusters Score -2109076 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2109336.500000 Penalty: 3115.929199
	Iteration 14Q: 3 clusters Score -2109336 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2109558.250000 Penalty: 3115.929199
	Iteration 15Q: 3 clusters Score -2109558 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2109760.750000 Penalty: 3115.929199
	Iteration 16Q: 3 clusters Score -2109761 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2109920.250000 Penalty: 3115.929199
	Iteration 17Q: 3 clusters Score -2109920 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2110036.500000 Penalty: 3115.929199
	Iteration 18Q: 3 clusters Score -2110036 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2110127.000000 Penalty: 3115.929199
	Iteration 19Q: 3 clusters Score -2110127 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2110185.500000 Penalty: 3115.929199
	Iteration 20F: 3 clusters Score -2110186 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2110221.250000 Penalty: 3115.929199
	Iteration 21Q: 3 clusters Score -2110221 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2110248.750000 Penalty: 3115.929199
	Iteration 22Q: 3 clusters Score -2110249 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2110258.250000 Penalty: 3115.929199
	Iteration 23Q: 3 clusters Score -2110258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2110273.000000 Penalty: 3115.929199
	Iteration 24Q: 3 clusters Score -2110273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2110282.000000 Penalty: 3115.929199
	Iteration 25Q: 3 clusters Score -2110282 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2110289.500000 Penalty: 3115.929199
	Iteration 26Q: 3 clusters Score -2110290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2110298.000000 Penalty: 3115.929199
	Iteration 27Q: 3 clusters Score -2110298 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2110310.750000 Penalty: 3115.929199
	Iteration 28Q: 3 clusters Score -2110311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2110320.750000 Penalty: 3115.929199
	Iteration 29Q: 3 clusters Score -2110321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2110333.000000 Penalty: 3115.929199
	Iteration 30Q: 3 clusters Score -2110333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2110344.750000 Penalty: 3115.929199
	Iteration 31Q: 3 clusters Score -2110345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2110357.500000 Penalty: 3115.929199
	Iteration 32Q: 3 clusters Score -2110358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2110379.750000 Penalty: 3115.929199
	Iteration 33Q: 3 clusters Score -2110380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2110385.750000 Penalty: 3115.929199
	Iteration 34Q: 3 clusters Score -2110386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2110389.250000 Penalty: 3115.929199
	Iteration 35Q: 3 clusters Score -2110389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2110393.750000 Penalty: 3115.929199
	Iteration 36Q: 3 clusters Score -2110394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2110401.500000 Penalty: 3115.929199
	Iteration 37Q: 3 clusters Score -2110402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2110404.750000 Penalty: 3115.929199
	Iteration 38Q: 3 clusters Score -2110405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2110411.000000 Penalty: 3115.929199
	Iteration 39Q: 3 clusters Score -2110411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2110414.750000 Penalty: 3115.929199
	Iteration 40F: 3 clusters Score -2110415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2110419.000000 Penalty: 3115.929199
	Iteration 41Q: 3 clusters Score -2110419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2110429.000000 Penalty: 3115.929199
	Iteration 42Q: 3 clusters Score -2110429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2110429.750000 Penalty: 3115.929199
	Iteration 43Q: 3 clusters Score -2110430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2110435.250000 Penalty: 3115.929199
	Iteration 44Q: 3 clusters Score -2110435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2110437.250000 Penalty: 3115.929199
	Iteration 45Q: 3 clusters Score -2110437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2110437.250000 Penalty: 3115.929199
	Iteration 46F: 3 clusters Score -2110437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (10369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Entering Unmasked Estep 
Score: -1575284.125000 Penalty: 1502.568604
	Iteration 0F: 2 clusters Score -1575284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1567939.875000 Penalty: 3005.137207
	Iteration 0F: 3 clusters Score -1567940 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1570445.000000 Penalty: 3005.137207
	Iteration 1F: 3 clusters Score -1570445 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1570739.250000 Penalty: 3005.137207
	Iteration 2F: 3 clusters Score -1570739 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1570965.625000 Penalty: 3005.137207
	Iteration 3F: 3 clusters Score -1570966 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1571149.250000 Penalty: 3005.137207
	Iteration 4Q: 3 clusters Score -1571149 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1571300.000000 Penalty: 3005.137207
	Iteration 5Q: 3 clusters Score -1571300 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1571424.000000 Penalty: 3005.137207
	Iteration 6Q: 3 clusters Score -1571424 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1571551.750000 Penalty: 3005.137207
	Iteration 7Q: 3 clusters Score -1571552 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1571698.250000 Penalty: 3005.137207
	Iteration 8Q: 3 clusters Score -1571698 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1571838.875000 Penalty: 3005.137207
	Iteration 9Q: 3 clusters Score -1571839 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1572025.875000 Penalty: 3005.137207
	Iteration 10Q: 3 clusters Score -1572026 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1572269.625000 Penalty: 3005.137207
	Iteration 11Q: 3 clusters Score -1572270 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1572536.000000 Penalty: 3005.137207
	Iteration 12Q: 3 clusters Score -1572536 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1572825.500000 Penalty: 3005.137207
	Iteration 13Q: 3 clusters Score -1572826 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1573078.875000 Penalty: 3005.137207
	Iteration 14Q: 3 clusters Score -1573079 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1573298.125000 Penalty: 3005.137207
	Iteration 15Q: 3 clusters Score -1573298 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1573479.375000 Penalty: 3005.137207
	Iteration 16Q: 3 clusters Score -1573479 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1573632.500000 Penalty: 3005.137207
	Iteration 17Q: 3 clusters Score -1573632 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1573730.875000 Penalty: 3005.137207
	Iteration 18Q: 3 clusters Score -1573731 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1573798.500000 Penalty: 3005.137207
	Iteration 19Q: 3 clusters Score -1573798 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1573856.750000 Penalty: 3005.137207
	Iteration 20F: 3 clusters Score -1573857 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1573901.000000 Penalty: 3005.137207
	Iteration 21Q: 3 clusters Score -1573901 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1573934.625000 Penalty: 3005.137207
	Iteration 22Q: 3 clusters Score -1573935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1573962.500000 Penalty: 3005.137207
	Iteration 23Q: 3 clusters Score -1573962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1573982.125000 Penalty: 3005.137207
	Iteration 24Q: 3 clusters Score -1573982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1573997.500000 Penalty: 3005.137207
	Iteration 25Q: 3 clusters Score -1573998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1574006.375000 Penalty: 3005.137207
	Iteration 26Q: 3 clusters Score -1574006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1574011.250000 Penalty: 3005.137207
	Iteration 27Q: 3 clusters Score -1574011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1574016.625000 Penalty: 3005.137207
	Iteration 28Q: 3 clusters Score -1574017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1574021.500000 Penalty: 3005.137207
	Iteration 29Q: 3 clusters Score -1574022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1574026.375000 Penalty: 3005.137207
	Iteration 30Q: 3 clusters Score -1574026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1574026.500000 Penalty: 3005.137207
	Iteration 31Q: 3 clusters Score -1574026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1574026.500000 Penalty: 3005.137207
	Iteration 32F: 3 clusters Score -1574026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -2914386.250000 Penalty: 1601.161133
	Iteration 0F: 2 clusters Score -2914386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2902385.500000 Penalty: 3202.322266
	Iteration 0F: 3 clusters Score -2902386 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2907038.500000 Penalty: 3202.322266
	Iteration 1F: 3 clusters Score -2907038 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2907412.000000 Penalty: 3202.322266
	Iteration 2F: 3 clusters Score -2907412 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2907751.750000 Penalty: 3202.322266
	Iteration 3Q: 3 clusters Score -2907752 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2908048.750000 Penalty: 3202.322266
	Iteration 4Q: 3 clusters Score -2908049 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2908329.500000 Penalty: 3202.322266
	Iteration 5Q: 3 clusters Score -2908330 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2908583.500000 Penalty: 3202.322266
	Iteration 6Q: 3 clusters Score -2908584 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2908863.250000 Penalty: 3202.322266
	Iteration 7Q: 3 clusters Score -2908863 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2909237.000000 Penalty: 3202.322266
	Iteration 8Q: 3 clusters Score -2909237 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2909685.250000 Penalty: 3202.322266
	Iteration 9Q: 3 clusters Score -2909685 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2910110.500000 Penalty: 3202.322266
	Iteration 10Q: 3 clusters Score -2910110 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2910464.000000 Penalty: 3202.322266
	Iteration 11Q: 3 clusters Score -2910464 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2910762.750000 Penalty: 3202.322266
	Iteration 12Q: 3 clusters Score -2910763 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2910912.750000 Penalty: 3202.322266
	Iteration 13Q: 3 clusters Score -2910913 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2911020.250000 Penalty: 3202.322266
	Iteration 14Q: 3 clusters Score -2911020 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2911087.750000 Penalty: 3202.322266
	Iteration 15Q: 3 clusters Score -2911088 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2911146.000000 Penalty: 3202.322266
	Iteration 16Q: 3 clusters Score -2911146 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2911196.500000 Penalty: 3202.322266
	Iteration 17Q: 3 clusters Score -2911196 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2911236.750000 Penalty: 3202.322266
	Iteration 18Q: 3 clusters Score -2911237 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2911271.250000 Penalty: 3202.322266
	Iteration 19Q: 3 clusters Score -2911271 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2911292.250000 Penalty: 3202.322266
	Iteration 20F: 3 clusters Score -2911292 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2911339.250000 Penalty: 3202.322266
	Iteration 21Q: 3 clusters Score -2911339 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2911369.500000 Penalty: 3202.322266
	Iteration 22Q: 3 clusters Score -2911370 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2911410.000000 Penalty: 3202.322266
	Iteration 23Q: 3 clusters Score -2911410 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2911440.000000 Penalty: 3202.322266
	Iteration 24Q: 3 clusters Score -2911440 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2911485.500000 Penalty: 3202.322266
	Iteration 25Q: 3 clusters Score -2911486 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2911524.750000 Penalty: 3202.322266
	Iteration 26Q: 3 clusters Score -2911525 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2911548.250000 Penalty: 3202.322266
	Iteration 27Q: 3 clusters Score -2911548 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2911585.500000 Penalty: 3202.322266
	Iteration 28Q: 3 clusters Score -2911586 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2911639.250000 Penalty: 3202.322266
	Iteration 29Q: 3 clusters Score -2911639 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2911679.500000 Penalty: 3202.322266
	Iteration 30Q: 3 clusters Score -2911680 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2911707.500000 Penalty: 3202.322266
	Iteration 31Q: 3 clusters Score -2911708 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2911726.000000 Penalty: 3202.322266
	Iteration 32Q: 3 clusters Score -2911726 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2911760.250000 Penalty: 3202.322266
	Iteration 33Q: 3 clusters Score -2911760 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2911784.750000 Penalty: 3202.322266
	Iteration 34Q: 3 clusters Score -2911785 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2911814.250000 Penalty: 3202.322266
	Iteration 35Q: 3 clusters Score -2911814 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2911838.750000 Penalty: 3202.322266
	Iteration 36Q: 3 clusters Score -2911839 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2911862.500000 Penalty: 3202.322266
	Iteration 37Q: 3 clusters Score -2911862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2911893.000000 Penalty: 3202.322266
	Iteration 38Q: 3 clusters Score -2911893 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2911920.250000 Penalty: 3202.322266
	Iteration 39Q: 3 clusters Score -2911920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2911940.250000 Penalty: 3202.322266
	Iteration 40F: 3 clusters Score -2911940 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2911960.250000 Penalty: 3202.322266
	Iteration 41Q: 3 clusters Score -2911960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2911988.500000 Penalty: 3202.322266
	Iteration 42Q: 3 clusters Score -2911988 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2912012.250000 Penalty: 3202.322266
	Iteration 43Q: 3 clusters Score -2912012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2912038.000000 Penalty: 3202.322266
	Iteration 44Q: 3 clusters Score -2912038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2912075.250000 Penalty: 3202.322266
	Iteration 45Q: 3 clusters Score -2912075 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2912105.750000 Penalty: 3202.322266
	Iteration 46Q: 3 clusters Score -2912106 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2912151.250000 Penalty: 3202.322266
	Iteration 47Q: 3 clusters Score -2912151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2912198.500000 Penalty: 3202.322266
	Iteration 48Q: 3 clusters Score -2912198 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2912243.500000 Penalty: 3202.322266
	Iteration 49Q: 3 clusters Score -2912244 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2912294.500000 Penalty: 3202.322266
	Iteration 50Q: 3 clusters Score -2912294 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2912321.750000 Penalty: 3202.322266
	Iteration 51Q: 3 clusters Score -2912322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2912358.250000 Penalty: 3202.322266
	Iteration 52Q: 3 clusters Score -2912358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2912387.000000 Penalty: 3202.322266
	Iteration 53Q: 3 clusters Score -2912387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2912400.500000 Penalty: 3202.322266
	Iteration 54Q: 3 clusters Score -2912400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2912426.500000 Penalty: 3202.322266
	Iteration 55Q: 3 clusters Score -2912426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2912436.500000 Penalty: 3202.322266
	Iteration 56Q: 3 clusters Score -2912436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2912455.000000 Penalty: 3202.322266
	Iteration 57Q: 3 clusters Score -2912455 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2912472.750000 Penalty: 3202.322266
	Iteration 58Q: 3 clusters Score -2912473 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2912499.250000 Penalty: 3202.322266
	Iteration 59Q: 3 clusters Score -2912499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2912525.000000 Penalty: 3202.322266
	Iteration 60F: 3 clusters Score -2912525 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2912551.500000 Penalty: 3202.322266
	Iteration 61Q: 3 clusters Score -2912552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2912577.250000 Penalty: 3202.322266
	Iteration 62Q: 3 clusters Score -2912577 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2912608.500000 Penalty: 3202.322266
	Iteration 63Q: 3 clusters Score -2912608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2912634.750000 Penalty: 3202.322266
	Iteration 64Q: 3 clusters Score -2912635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2912671.750000 Penalty: 3202.322266
	Iteration 65Q: 3 clusters Score -2912672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2912698.000000 Penalty: 3202.322266
	Iteration 66Q: 3 clusters Score -2912698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2912727.750000 Penalty: 3202.322266
	Iteration 67Q: 3 clusters Score -2912728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2912747.000000 Penalty: 3202.322266
	Iteration 68Q: 3 clusters Score -2912747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2912763.750000 Penalty: 3202.322266
	Iteration 69Q: 3 clusters Score -2912764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2912785.000000 Penalty: 3202.322266
	Iteration 70Q: 3 clusters Score -2912785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2912792.250000 Penalty: 3202.322266
	Iteration 71Q: 3 clusters Score -2912792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2912803.250000 Penalty: 3202.322266
	Iteration 72Q: 3 clusters Score -2912803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2912808.500000 Penalty: 3202.322266
	Iteration 73Q: 3 clusters Score -2912808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2912821.000000 Penalty: 3202.322266
	Iteration 74Q: 3 clusters Score -2912821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2912839.750000 Penalty: 3202.322266
	Iteration 75Q: 3 clusters Score -2912840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2912842.250000 Penalty: 3202.322266
	Iteration 76Q: 3 clusters Score -2912842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2912852.500000 Penalty: 3202.322266
	Iteration 77Q: 3 clusters Score -2912852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2912857.000000 Penalty: 3202.322266
	Iteration 78Q: 3 clusters Score -2912857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2912863.750000 Penalty: 3202.322266
	Iteration 79Q: 3 clusters Score -2912864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2912864.750000 Penalty: 3202.322266
	Iteration 80F: 3 clusters Score -2912865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2912862.000000 Penalty: 3202.322266
	Iteration 81Q: 3 clusters Score -2912862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2912862.500000 Penalty: 3202.322266
	Iteration 82Q: 3 clusters Score -2912862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2912867.500000 Penalty: 3202.322266
	Iteration 83Q: 3 clusters Score -2912868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2912870.500000 Penalty: 3202.322266
	Iteration 84Q: 3 clusters Score -2912870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2912872.250000 Penalty: 3202.322266
	Iteration 85Q: 3 clusters Score -2912872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2912873.750000 Penalty: 3202.322266
	Iteration 86Q: 3 clusters Score -2912874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2912873.500000 Penalty: 3202.322266
	Iteration 87Q: 3 clusters Score -2912874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2912879.000000 Penalty: 3202.322266
	Iteration 88Q: 3 clusters Score -2912879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2912880.000000 Penalty: 3202.322266
	Iteration 89Q: 3 clusters Score -2912880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2912884.750000 Penalty: 3202.322266
	Iteration 90Q: 3 clusters Score -2912885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2912892.250000 Penalty: 3202.322266
	Iteration 91Q: 3 clusters Score -2912892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2912897.000000 Penalty: 3202.322266
	Iteration 92Q: 3 clusters Score -2912897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2912899.000000 Penalty: 3202.322266
	Iteration 93Q: 3 clusters Score -2912899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2912905.250000 Penalty: 3202.322266
	Iteration 94Q: 3 clusters Score -2912905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2912905.000000 Penalty: 3202.322266
	Iteration 95Q: 3 clusters Score -2912905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2912908.250000 Penalty: 3202.322266
	Iteration 96Q: 3 clusters Score -2912908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2912911.750000 Penalty: 3202.322266
	Iteration 97Q: 3 clusters Score -2912912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2912914.250000 Penalty: 3202.322266
	Iteration 98Q: 3 clusters Score -2912914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2912914.500000 Penalty: 3202.322266
	Iteration 99Q: 3 clusters Score -2912914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2912921.750000 Penalty: 3202.322266
	Iteration 100F: 3 clusters Score -2912922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2912922.250000 Penalty: 3202.322266
	Iteration 101Q: 3 clusters Score -2912922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2912922.250000 Penalty: 3202.322266
	Iteration 102Q: 3 clusters Score -2912922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2912920.500000 Penalty: 3202.322266
	Iteration 103Q: 3 clusters Score -2912920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2912921.750000 Penalty: 3202.322266
	Iteration 104Q: 3 clusters Score -2912922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2912924.000000 Penalty: 3202.322266
	Iteration 105Q: 3 clusters Score -2912924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2912930.000000 Penalty: 3202.322266
	Iteration 106Q: 3 clusters Score -2912930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2912928.000000 Penalty: 3202.322266
	Iteration 107Q: 3 clusters Score -2912928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2912928.000000 Penalty: 3202.322266
	Iteration 108F: 3 clusters Score -2912928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (9907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Entering Unmasked Estep 
Score: -1465008.875000 Penalty: 1495.161865
	Iteration 0F: 2 clusters Score -1465009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1458013.125000 Penalty: 2990.323730
	Iteration 0F: 3 clusters Score -1458013 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1460400.000000 Penalty: 2990.323730
	Iteration 1F: 3 clusters Score -1460400 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1460728.875000 Penalty: 2990.323730
	Iteration 2F: 3 clusters Score -1460729 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1460996.500000 Penalty: 2990.323730
	Iteration 3F: 3 clusters Score -1460996 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1461267.000000 Penalty: 2990.323730
	Iteration 4F: 3 clusters Score -1461267 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1461515.625000 Penalty: 2990.323730
	Iteration 5F: 3 clusters Score -1461516 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1461741.125000 Penalty: 2990.323730
	Iteration 6Q: 3 clusters Score -1461741 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1461976.625000 Penalty: 2990.323730
	Iteration 7Q: 3 clusters Score -1461977 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1462215.875000 Penalty: 2990.323730
	Iteration 8Q: 3 clusters Score -1462216 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1462422.000000 Penalty: 2990.323730
	Iteration 9Q: 3 clusters Score -1462422 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1462633.000000 Penalty: 2990.323730
	Iteration 10Q: 3 clusters Score -1462633 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1462848.250000 Penalty: 2990.323730
	Iteration 11Q: 3 clusters Score -1462848 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1463017.875000 Penalty: 2990.323730
	Iteration 12Q: 3 clusters Score -1463018 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1463181.000000 Penalty: 2990.323730
	Iteration 13Q: 3 clusters Score -1463181 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1463298.000000 Penalty: 2990.323730
	Iteration 14Q: 3 clusters Score -1463298 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1463395.125000 Penalty: 2990.323730
	Iteration 15Q: 3 clusters Score -1463395 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1463474.875000 Penalty: 2990.323730
	Iteration 16Q: 3 clusters Score -1463475 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1463539.375000 Penalty: 2990.323730
	Iteration 17Q: 3 clusters Score -1463539 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1463589.125000 Penalty: 2990.323730
	Iteration 18Q: 3 clusters Score -1463589 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1463625.375000 Penalty: 2990.323730
	Iteration 19Q: 3 clusters Score -1463625 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1463652.125000 Penalty: 2990.323730
	Iteration 20F: 3 clusters Score -1463652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1463671.875000 Penalty: 2990.323730
	Iteration 21Q: 3 clusters Score -1463672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1463682.125000 Penalty: 2990.323730
	Iteration 22Q: 3 clusters Score -1463682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1463690.625000 Penalty: 2990.323730
	Iteration 23Q: 3 clusters Score -1463691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1463705.625000 Penalty: 2990.323730
	Iteration 24Q: 3 clusters Score -1463706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1463716.375000 Penalty: 2990.323730
	Iteration 25Q: 3 clusters Score -1463716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1463721.000000 Penalty: 2990.323730
	Iteration 26Q: 3 clusters Score -1463721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1463724.625000 Penalty: 2990.323730
	Iteration 27Q: 3 clusters Score -1463725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1463724.375000 Penalty: 2990.323730
	Iteration 28Q: 3 clusters Score -1463724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1463725.750000 Penalty: 2990.323730
	Iteration 29Q: 3 clusters Score -1463726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1463727.375000 Penalty: 2990.323730
	Iteration 30Q: 3 clusters Score -1463727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1463726.750000 Penalty: 2990.323730
	Iteration 31Q: 3 clusters Score -1463727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1463728.250000 Penalty: 2990.323730
	Iteration 32Q: 3 clusters Score -1463728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1463731.000000 Penalty: 2990.323730
	Iteration 33Q: 3 clusters Score -1463731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1463732.875000 Penalty: 2990.323730
	Iteration 34Q: 3 clusters Score -1463733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1463737.125000 Penalty: 2990.323730
	Iteration 35Q: 3 clusters Score -1463737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1463738.000000 Penalty: 2990.323730
	Iteration 36Q: 3 clusters Score -1463738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1463738.750000 Penalty: 2990.323730
	Iteration 37Q: 3 clusters Score -1463739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1463738.750000 Penalty: 2990.323730
	Iteration 38F: 3 clusters Score -1463739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (7731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Entering Unmasked Estep 
Score: -1073452.750000 Penalty: 1454.861450
	Iteration 0F: 2 clusters Score -1073453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1067863.000000 Penalty: 2909.722900
	Iteration 0F: 3 clusters Score -1067863 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1069745.125000 Penalty: 2909.722900
	Iteration 1F: 3 clusters Score -1069745 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1070120.125000 Penalty: 2909.722900
	Iteration 2F: 3 clusters Score -1070120 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1070371.250000 Penalty: 2909.722900
	Iteration 3F: 3 clusters Score -1070371 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1070529.375000 Penalty: 2909.722900
	Iteration 4Q: 3 clusters Score -1070529 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1070637.500000 Penalty: 2909.722900
	Iteration 5Q: 3 clusters Score -1070638 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1070718.000000 Penalty: 2909.722900
	Iteration 6Q: 3 clusters Score -1070718 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1070785.375000 Penalty: 2909.722900
	Iteration 7Q: 3 clusters Score -1070785 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1070847.000000 Penalty: 2909.722900
	Iteration 8Q: 3 clusters Score -1070847 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1070898.500000 Penalty: 2909.722900
	Iteration 9Q: 3 clusters Score -1070898 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1070941.375000 Penalty: 2909.722900
	Iteration 10Q: 3 clusters Score -1070941 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1070980.000000 Penalty: 2909.722900
	Iteration 11Q: 3 clusters Score -1070980 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1071010.750000 Penalty: 2909.722900
	Iteration 12Q: 3 clusters Score -1071011 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1071045.250000 Penalty: 2909.722900
	Iteration 13Q: 3 clusters Score -1071045 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1071079.500000 Penalty: 2909.722900
	Iteration 14Q: 3 clusters Score -1071080 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1071119.750000 Penalty: 2909.722900
	Iteration 15Q: 3 clusters Score -1071120 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1071168.125000 Penalty: 2909.722900
	Iteration 16Q: 3 clusters Score -1071168 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1071215.625000 Penalty: 2909.722900
	Iteration 17Q: 3 clusters Score -1071216 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1071273.375000 Penalty: 2909.722900
	Iteration 18Q: 3 clusters Score -1071273 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1071334.750000 Penalty: 2909.722900
	Iteration 19Q: 3 clusters Score -1071335 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1071396.375000 Penalty: 2909.722900
	Iteration 20F: 3 clusters Score -1071396 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1071476.250000 Penalty: 2909.722900
	Iteration 21Q: 3 clusters Score -1071476 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1071554.625000 Penalty: 2909.722900
	Iteration 22Q: 3 clusters Score -1071555 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1071622.125000 Penalty: 2909.722900
	Iteration 23Q: 3 clusters Score -1071622 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1071675.750000 Penalty: 2909.722900
	Iteration 24Q: 3 clusters Score -1071676 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1071725.375000 Penalty: 2909.722900
	Iteration 25Q: 3 clusters Score -1071725 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1071785.750000 Penalty: 2909.722900
	Iteration 26Q: 3 clusters Score -1071786 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1071837.250000 Penalty: 2909.722900
	Iteration 27Q: 3 clusters Score -1071837 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1071876.125000 Penalty: 2909.722900
	Iteration 28Q: 3 clusters Score -1071876 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1071909.000000 Penalty: 2909.722900
	Iteration 29Q: 3 clusters Score -1071909 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1071937.875000 Penalty: 2909.722900
	Iteration 30Q: 3 clusters Score -1071938 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1071966.250000 Penalty: 2909.722900
	Iteration 31Q: 3 clusters Score -1071966 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1071998.250000 Penalty: 2909.722900
	Iteration 32Q: 3 clusters Score -1071998 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1072021.500000 Penalty: 2909.722900
	Iteration 33Q: 3 clusters Score -1072022 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1072045.500000 Penalty: 2909.722900
	Iteration 34Q: 3 clusters Score -1072046 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1072069.250000 Penalty: 2909.722900
	Iteration 35Q: 3 clusters Score -1072069 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1072086.750000 Penalty: 2909.722900
	Iteration 36Q: 3 clusters Score -1072087 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1072102.000000 Penalty: 2909.722900
	Iteration 37Q: 3 clusters Score -1072102 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1072124.375000 Penalty: 2909.722900
	Iteration 38Q: 3 clusters Score -1072124 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1072147.500000 Penalty: 2909.722900
	Iteration 39Q: 3 clusters Score -1072148 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1072169.875000 Penalty: 2909.722900
	Iteration 40F: 3 clusters Score -1072170 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1072184.125000 Penalty: 2909.722900
	Iteration 41Q: 3 clusters Score -1072184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1072194.500000 Penalty: 2909.722900
	Iteration 42Q: 3 clusters Score -1072194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1072210.000000 Penalty: 2909.722900
	Iteration 43Q: 3 clusters Score -1072210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1072221.875000 Penalty: 2909.722900
	Iteration 44Q: 3 clusters Score -1072222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1072229.375000 Penalty: 2909.722900
	Iteration 45Q: 3 clusters Score -1072229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1072237.500000 Penalty: 2909.722900
	Iteration 46Q: 3 clusters Score -1072238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1072243.125000 Penalty: 2909.722900
	Iteration 47Q: 3 clusters Score -1072243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1072246.375000 Penalty: 2909.722900
	Iteration 48Q: 3 clusters Score -1072246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1072252.750000 Penalty: 2909.722900
	Iteration 49Q: 3 clusters Score -1072253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1072256.500000 Penalty: 2909.722900
	Iteration 50Q: 3 clusters Score -1072256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1072259.750000 Penalty: 2909.722900
	Iteration 51Q: 3 clusters Score -1072260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1072262.500000 Penalty: 2909.722900
	Iteration 52Q: 3 clusters Score -1072262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1072264.125000 Penalty: 2909.722900
	Iteration 53Q: 3 clusters Score -1072264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1072270.250000 Penalty: 2909.722900
	Iteration 54Q: 3 clusters Score -1072270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1072276.500000 Penalty: 2909.722900
	Iteration 55Q: 3 clusters Score -1072276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1072282.625000 Penalty: 2909.722900
	Iteration 56Q: 3 clusters Score -1072283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1072292.625000 Penalty: 2909.722900
	Iteration 57Q: 3 clusters Score -1072293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1072302.000000 Penalty: 2909.722900
	Iteration 58Q: 3 clusters Score -1072302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1072306.625000 Penalty: 2909.722900
	Iteration 59Q: 3 clusters Score -1072307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1072312.000000 Penalty: 2909.722900
	Iteration 60F: 3 clusters Score -1072312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1072314.000000 Penalty: 2909.722900
	Iteration 61Q: 3 clusters Score -1072314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1072320.125000 Penalty: 2909.722900
	Iteration 62Q: 3 clusters Score -1072320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1072325.625000 Penalty: 2909.722900
	Iteration 63Q: 3 clusters Score -1072326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1072332.125000 Penalty: 2909.722900
	Iteration 64Q: 3 clusters Score -1072332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1072344.375000 Penalty: 2909.722900
	Iteration 65Q: 3 clusters Score -1072344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1072349.875000 Penalty: 2909.722900
	Iteration 66Q: 3 clusters Score -1072350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1072358.875000 Penalty: 2909.722900
	Iteration 67Q: 3 clusters Score -1072359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1072364.625000 Penalty: 2909.722900
	Iteration 68Q: 3 clusters Score -1072365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1072375.875000 Penalty: 2909.722900
	Iteration 69Q: 3 clusters Score -1072376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1072382.000000 Penalty: 2909.722900
	Iteration 70Q: 3 clusters Score -1072382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1072386.250000 Penalty: 2909.722900
	Iteration 71Q: 3 clusters Score -1072386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1072393.000000 Penalty: 2909.722900
	Iteration 72Q: 3 clusters Score -1072393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1072398.250000 Penalty: 2909.722900
	Iteration 73Q: 3 clusters Score -1072398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1072403.000000 Penalty: 2909.722900
	Iteration 74Q: 3 clusters Score -1072403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1072405.875000 Penalty: 2909.722900
	Iteration 75Q: 3 clusters Score -1072406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1072409.500000 Penalty: 2909.722900
	Iteration 76Q: 3 clusters Score -1072410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1072412.500000 Penalty: 2909.722900
	Iteration 77Q: 3 clusters Score -1072412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1072412.500000 Penalty: 2909.722900
	Iteration 78Q: 3 clusters Score -1072412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1072416.000000 Penalty: 2909.722900
	Iteration 79Q: 3 clusters Score -1072416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1072419.125000 Penalty: 2909.722900
	Iteration 80F: 3 clusters Score -1072419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1072421.500000 Penalty: 2909.722900
	Iteration 81Q: 3 clusters Score -1072422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1072420.750000 Penalty: 2909.722900
	Iteration 82Q: 3 clusters Score -1072421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1072421.500000 Penalty: 2909.722900
	Iteration 83Q: 3 clusters Score -1072422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1072420.500000 Penalty: 2909.722900
	Iteration 84Q: 3 clusters Score -1072420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1072422.250000 Penalty: 2909.722900
	Iteration 85Q: 3 clusters Score -1072422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1072423.500000 Penalty: 2909.722900
	Iteration 86Q: 3 clusters Score -1072424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1072424.500000 Penalty: 2909.722900
	Iteration 87Q: 3 clusters Score -1072424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1072423.750000 Penalty: 2909.722900
	Iteration 88Q: 3 clusters Score -1072424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1072427.125000 Penalty: 2909.722900
	Iteration 89Q: 3 clusters Score -1072427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1072426.625000 Penalty: 2909.722900
	Iteration 90Q: 3 clusters Score -1072427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1072426.625000 Penalty: 2909.722900
	Iteration 91F: 3 clusters Score -1072427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Entering Unmasked Estep 
Score: -209145.671875 Penalty: 1200.804199
	Iteration 0F: 2 clusters Score -209145.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -207328.453125 Penalty: 2401.608398
	Iteration 0F: 3 clusters Score -207328.5 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -207708.640625 Penalty: 2401.608398
	Iteration 1F: 3 clusters Score -207708.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -207822.078125 Penalty: 2401.608398
	Iteration 2F: 3 clusters Score -207822.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -207932.312500 Penalty: 2401.608398
	Iteration 3F: 3 clusters Score -207932.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -208007.437500 Penalty: 2401.608398
	Iteration 4Q: 3 clusters Score -208007.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -208077.109375 Penalty: 2401.608398
	Iteration 5Q: 3 clusters Score -208077.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -208144.796875 Penalty: 2401.608398
	Iteration 6Q: 3 clusters Score -208144.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -208241.703125 Penalty: 2401.608398
	Iteration 7Q: 3 clusters Score -208241.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -208374.671875 Penalty: 2401.608398
	Iteration 8Q: 3 clusters Score -208374.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -208484.453125 Penalty: 2401.608398
	Iteration 9Q: 3 clusters Score -208484.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -208563.406250 Penalty: 2401.608398
	Iteration 10Q: 3 clusters Score -208563.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -208616.531250 Penalty: 2401.608398
	Iteration 11Q: 3 clusters Score -208616.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -208646.828125 Penalty: 2401.608398
	Iteration 12Q: 3 clusters Score -208646.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -208662.984375 Penalty: 2401.608398
	Iteration 13Q: 3 clusters Score -208663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -208677.984375 Penalty: 2401.608398
	Iteration 14Q: 3 clusters Score -208678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -208698.140625 Penalty: 2401.608398
	Iteration 15Q: 3 clusters Score -208698.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -208710.734375 Penalty: 2401.608398
	Iteration 16Q: 3 clusters Score -208710.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -208722.343750 Penalty: 2401.608398
	Iteration 17Q: 3 clusters Score -208722.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -208733.765625 Penalty: 2401.608398
	Iteration 18Q: 3 clusters Score -208733.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -208747.000000 Penalty: 2401.608398
	Iteration 19Q: 3 clusters Score -208747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -208754.828125 Penalty: 2401.608398
	Iteration 20F: 3 clusters Score -208754.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -208762.031250 Penalty: 2401.608398
	Iteration 21Q: 3 clusters Score -208762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -208766.093750 Penalty: 2401.608398
	Iteration 22Q: 3 clusters Score -208766.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -208768.687500 Penalty: 2401.608398
	Iteration 23Q: 3 clusters Score -208768.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -208770.531250 Penalty: 2401.608398
	Iteration 24Q: 3 clusters Score -208770.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -208773.515625 Penalty: 2401.608398
	Iteration 25Q: 3 clusters Score -208773.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -208776.375000 Penalty: 2401.608398
	Iteration 26Q: 3 clusters Score -208776.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -208780.046875 Penalty: 2401.608398
	Iteration 27Q: 3 clusters Score -208780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -208782.984375 Penalty: 2401.608398
	Iteration 28Q: 3 clusters Score -208783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -208784.593750 Penalty: 2401.608398
	Iteration 29Q: 3 clusters Score -208784.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -208784.593750 Penalty: 2401.608398
	Iteration 30F: 3 clusters Score -208784.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Entering Unmasked Estep 
Score: -96230.304688 Penalty: 1094.564331
	Iteration 0F: 2 clusters Score -96230.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -94944.109375 Penalty: 2189.128662
	Iteration 0F: 3 clusters Score -94944.11 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -95241.976562 Penalty: 2189.128662
	Iteration 1F: 3 clusters Score -95241.98 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95397.648438 Penalty: 2189.128662
	Iteration 2F: 3 clusters Score -95397.65 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95538.601562 Penalty: 2189.128662
	Iteration 3F: 3 clusters Score -95538.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -95658.109375 Penalty: 2189.128662
	Iteration 4F: 3 clusters Score -95658.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95792.507812 Penalty: 2189.128662
	Iteration 5F: 3 clusters Score -95792.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95880.976562 Penalty: 2189.128662
	Iteration 6Q: 3 clusters Score -95880.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95925.898438 Penalty: 2189.128662
	Iteration 7Q: 3 clusters Score -95925.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -95936.882812 Penalty: 2189.128662
	Iteration 8Q: 3 clusters Score -95936.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -95939.117188 Penalty: 2189.128662
	Iteration 9Q: 3 clusters Score -95939.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -95939.445312 Penalty: 2189.128662
	Iteration 10Q: 3 clusters Score -95939.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -95939.445312 Penalty: 2189.128662
	Iteration 11F: 3 clusters Score -95939.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -156984.406250 Penalty: 1161.733887
	Iteration 0F: 2 clusters Score -156984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -155413.953125 Penalty: 2323.467773
	Iteration 0F: 3 clusters Score -155414 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -155769.218750 Penalty: 2323.467773
	Iteration 1F: 3 clusters Score -155769.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -155883.109375 Penalty: 2323.467773
	Iteration 2F: 3 clusters Score -155883.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -155947.343750 Penalty: 2323.467773
	Iteration 3F: 3 clusters Score -155947.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -155993.078125 Penalty: 2323.467773
	Iteration 4Q: 3 clusters Score -155993.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -156031.718750 Penalty: 2323.467773
	Iteration 5Q: 3 clusters Score -156031.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -156061.375000 Penalty: 2323.467773
	Iteration 6Q: 3 clusters Score -156061.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -156085.546875 Penalty: 2323.467773
	Iteration 7Q: 3 clusters Score -156085.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -156096.031250 Penalty: 2323.467773
	Iteration 8Q: 3 clusters Score -156096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -156102.656250 Penalty: 2323.467773
	Iteration 9Q: 3 clusters Score -156102.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -156111.078125 Penalty: 2323.467773
	Iteration 10Q: 3 clusters Score -156111.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -156115.593750 Penalty: 2323.467773
	Iteration 11Q: 3 clusters Score -156115.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -156120.265625 Penalty: 2323.467773
	Iteration 12Q: 3 clusters Score -156120.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -156123.062500 Penalty: 2323.467773
	Iteration 13Q: 3 clusters Score -156123.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -156124.437500 Penalty: 2323.467773
	Iteration 14Q: 3 clusters Score -156124.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -156124.593750 Penalty: 2323.467773
	Iteration 15Q: 3 clusters Score -156124.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -156124.593750 Penalty: 2323.467773
	Iteration 16F: 3 clusters Score -156124.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Entering Unmasked Estep 
Score: -496711.468750 Penalty: 1321.326050
	Iteration 0F: 2 clusters Score -496711.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -493711.875000 Penalty: 2642.652100
	Iteration 0F: 3 clusters Score -493711.9 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -494536.250000 Penalty: 2642.652100
	Iteration 1F: 3 clusters Score -494536.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -494731.781250 Penalty: 2642.652100
	Iteration 2F: 3 clusters Score -494731.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -494860.062500 Penalty: 2642.652100
	Iteration 3F: 3 clusters Score -494860.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -494946.812500 Penalty: 2642.652100
	Iteration 4Q: 3 clusters Score -494946.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -494996.281250 Penalty: 2642.652100
	Iteration 5Q: 3 clusters Score -494996.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -495034.156250 Penalty: 2642.652100
	Iteration 6Q: 3 clusters Score -495034.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -495060.125000 Penalty: 2642.652100
	Iteration 7Q: 3 clusters Score -495060.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -495076.437500 Penalty: 2642.652100
	Iteration 8Q: 3 clusters Score -495076.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -495085.218750 Penalty: 2642.652100
	Iteration 9Q: 3 clusters Score -495085.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -495094.093750 Penalty: 2642.652100
	Iteration 10Q: 3 clusters Score -495094.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -495101.531250 Penalty: 2642.652100
	Iteration 11Q: 3 clusters Score -495101.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -495105.875000 Penalty: 2642.652100
	Iteration 12Q: 3 clusters Score -495105.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -495109.281250 Penalty: 2642.652100
	Iteration 13Q: 3 clusters Score -495109.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -495114.156250 Penalty: 2642.652100
	Iteration 14Q: 3 clusters Score -495114.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -495120.093750 Penalty: 2642.652100
	Iteration 15Q: 3 clusters Score -495120.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -495123.468750 Penalty: 2642.652100
	Iteration 16Q: 3 clusters Score -495123.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -495124.906250 Penalty: 2642.652100
	Iteration 17Q: 3 clusters Score -495124.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -495126.531250 Penalty: 2642.652100
	Iteration 18Q: 3 clusters Score -495126.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -495129.968750 Penalty: 2642.652100
	Iteration 19Q: 3 clusters Score -495130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -495132.812500 Penalty: 2642.652100
	Iteration 20F: 3 clusters Score -495132.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -495132.937500 Penalty: 2642.652100
	Iteration 21Q: 3 clusters Score -495132.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -495133.375000 Penalty: 2642.652100
	Iteration 22Q: 3 clusters Score -495133.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -495133.968750 Penalty: 2642.652100
	Iteration 23Q: 3 clusters Score -495134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -495133.968750 Penalty: 2642.652100
	Iteration 24F: 3 clusters Score -495134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -76446.750000 Penalty: 1034.830322
	Iteration 0F: 2 clusters Score -76446.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -75306.242188 Penalty: 2069.660645
	Iteration 0F: 3 clusters Score -75306.24 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -75438.687500 Penalty: 2069.660645
	Iteration 1F: 3 clusters Score -75438.69 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -75497.820312 Penalty: 2069.660645
	Iteration 2F: 3 clusters Score -75497.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -75521.906250 Penalty: 2069.660645
	Iteration 3Q: 3 clusters Score -75521.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -75539.039062 Penalty: 2069.660645
	Iteration 4Q: 3 clusters Score -75539.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -75542.101562 Penalty: 2069.660645
	Iteration 5Q: 3 clusters Score -75542.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -75548.460938 Penalty: 2069.660645
	Iteration 6Q: 3 clusters Score -75548.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -75550.851562 Penalty: 2069.660645
	Iteration 7Q: 3 clusters Score -75550.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -75550.851562 Penalty: 2069.660645
	Iteration 8F: 3 clusters Score -75550.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -202761.312500 Penalty: 1185.115356
	Iteration 0F: 2 clusters Score -202761.3 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 740 members 
Entering Unmasked Estep 
Score: -201056.812500 Penalty: 2370.230713
	Iteration 0F: 3 clusters Score -201056.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -201494.312500 Penalty: 2370.230713
	Iteration 1F: 3 clusters Score -201494.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -201630.421875 Penalty: 2370.230713
	Iteration 2F: 3 clusters Score -201630.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -201742.218750 Penalty: 2370.230713
	Iteration 3F: 3 clusters Score -201742.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -201836.609375 Penalty: 2370.230713
	Iteration 4F: 3 clusters Score -201836.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -201929.593750 Penalty: 2370.230713
	Iteration 5Q: 3 clusters Score -201929.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -202020.625000 Penalty: 2370.230713
	Iteration 6Q: 3 clusters Score -202020.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -202103.609375 Penalty: 2370.230713
	Iteration 7Q: 3 clusters Score -202103.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -202164.453125 Penalty: 2370.230713
	Iteration 8Q: 3 clusters Score -202164.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -202200.906250 Penalty: 2370.230713
	Iteration 9Q: 3 clusters Score -202200.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -202224.281250 Penalty: 2370.230713
	Iteration 10Q: 3 clusters Score -202224.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -202254.203125 Penalty: 2370.230713
	Iteration 11Q: 3 clusters Score -202254.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -202291.578125 Penalty: 2370.230713
	Iteration 12Q: 3 clusters Score -202291.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -202330.234375 Penalty: 2370.230713
	Iteration 13Q: 3 clusters Score -202330.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -202353.656250 Penalty: 2370.230713
	Iteration 14Q: 3 clusters Score -202353.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -202366.953125 Penalty: 2370.230713
	Iteration 15Q: 3 clusters Score -202367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -202381.843750 Penalty: 2370.230713
	Iteration 16Q: 3 clusters Score -202381.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -202400.828125 Penalty: 2370.230713
	Iteration 17Q: 3 clusters Score -202400.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -202417.625000 Penalty: 2370.230713
	Iteration 18Q: 3 clusters Score -202417.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -202426.390625 Penalty: 2370.230713
	Iteration 19Q: 3 clusters Score -202426.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -202438.640625 Penalty: 2370.230713
	Iteration 20F: 3 clusters Score -202438.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -202448.359375 Penalty: 2370.230713
	Iteration 21Q: 3 clusters Score -202448.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -202456.359375 Penalty: 2370.230713
	Iteration 22Q: 3 clusters Score -202456.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -202462.000000 Penalty: 2370.230713
	Iteration 23Q: 3 clusters Score -202462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -202467.828125 Penalty: 2370.230713
	Iteration 24Q: 3 clusters Score -202467.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -202468.640625 Penalty: 2370.230713
	Iteration 25Q: 3 clusters Score -202468.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -202469.140625 Penalty: 2370.230713
	Iteration 26Q: 3 clusters Score -202469.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -202469.359375 Penalty: 2370.230713
	Iteration 27Q: 3 clusters Score -202469.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -202469.812500 Penalty: 2370.230713
	Iteration 28Q: 3 clusters Score -202469.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -202470.109375 Penalty: 2370.230713
	Iteration 29Q: 3 clusters Score -202470.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -202470.906250 Penalty: 2370.230713
	Iteration 30Q: 3 clusters Score -202470.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -202471.671875 Penalty: 2370.230713
	Iteration 31Q: 3 clusters Score -202471.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -202472.031250 Penalty: 2370.230713
	Iteration 32Q: 3 clusters Score -202472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -202472.562500 Penalty: 2370.230713
	Iteration 33Q: 3 clusters Score -202472.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -202472.562500 Penalty: 2370.230713
	Iteration 34F: 3 clusters Score -202472.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (18106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Entering Unmasked Estep 
Score: -2752598.750000 Penalty: 1593.149780
	Iteration 0F: 2 clusters Score -2752599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2740391.000000 Penalty: 3186.299561
	Iteration 0F: 3 clusters Score -2740391 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2744799.750000 Penalty: 3186.299561
	Iteration 1F: 3 clusters Score -2744800 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2745188.500000 Penalty: 3186.299561
	Iteration 2F: 3 clusters Score -2745188 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2745585.750000 Penalty: 3186.299561
	Iteration 3F: 3 clusters Score -2745586 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2746053.750000 Penalty: 3186.299561
	Iteration 4F: 3 clusters Score -2746054 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2746562.250000 Penalty: 3186.299561
	Iteration 5F: 3 clusters Score -2746562 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2747054.250000 Penalty: 3186.299561
	Iteration 6F: 3 clusters Score -2747054 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2747498.750000 Penalty: 3186.299561
	Iteration 7F: 3 clusters Score -2747499 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2747929.750000 Penalty: 3186.299561
	Iteration 8Q: 3 clusters Score -2747930 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2748296.500000 Penalty: 3186.299561
	Iteration 9Q: 3 clusters Score -2748296 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2748617.000000 Penalty: 3186.299561
	Iteration 10Q: 3 clusters Score -2748617 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2748860.250000 Penalty: 3186.299561
	Iteration 11Q: 3 clusters Score -2748860 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2749015.250000 Penalty: 3186.299561
	Iteration 12Q: 3 clusters Score -2749015 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2749125.750000 Penalty: 3186.299561
	Iteration 13Q: 3 clusters Score -2749126 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2749187.250000 Penalty: 3186.299561
	Iteration 14Q: 3 clusters Score -2749187 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2749240.250000 Penalty: 3186.299561
	Iteration 15Q: 3 clusters Score -2749240 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2749281.000000 Penalty: 3186.299561
	Iteration 16Q: 3 clusters Score -2749281 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2749328.750000 Penalty: 3186.299561
	Iteration 17Q: 3 clusters Score -2749329 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2749342.500000 Penalty: 3186.299561
	Iteration 18Q: 3 clusters Score -2749342 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2749364.750000 Penalty: 3186.299561
	Iteration 19Q: 3 clusters Score -2749365 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2749385.000000 Penalty: 3186.299561
	Iteration 20F: 3 clusters Score -2749385 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2749401.250000 Penalty: 3186.299561
	Iteration 21Q: 3 clusters Score -2749401 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2749421.250000 Penalty: 3186.299561
	Iteration 22Q: 3 clusters Score -2749421 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2749437.750000 Penalty: 3186.299561
	Iteration 23Q: 3 clusters Score -2749438 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2749463.750000 Penalty: 3186.299561
	Iteration 24Q: 3 clusters Score -2749464 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2749483.500000 Penalty: 3186.299561
	Iteration 25Q: 3 clusters Score -2749484 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2749494.000000 Penalty: 3186.299561
	Iteration 26Q: 3 clusters Score -2749494 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2749508.250000 Penalty: 3186.299561
	Iteration 27Q: 3 clusters Score -2749508 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2749523.500000 Penalty: 3186.299561
	Iteration 28Q: 3 clusters Score -2749524 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2749543.500000 Penalty: 3186.299561
	Iteration 29Q: 3 clusters Score -2749544 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2749558.000000 Penalty: 3186.299561
	Iteration 30Q: 3 clusters Score -2749558 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2749587.000000 Penalty: 3186.299561
	Iteration 31Q: 3 clusters Score -2749587 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2749614.500000 Penalty: 3186.299561
	Iteration 32Q: 3 clusters Score -2749614 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2749634.750000 Penalty: 3186.299561
	Iteration 33Q: 3 clusters Score -2749635 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2749652.500000 Penalty: 3186.299561
	Iteration 34Q: 3 clusters Score -2749652 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2749670.500000 Penalty: 3186.299561
	Iteration 35Q: 3 clusters Score -2749670 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2749696.750000 Penalty: 3186.299561
	Iteration 36Q: 3 clusters Score -2749697 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2749727.250000 Penalty: 3186.299561
	Iteration 37Q: 3 clusters Score -2749727 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2749762.750000 Penalty: 3186.299561
	Iteration 38Q: 3 clusters Score -2749763 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2749790.750000 Penalty: 3186.299561
	Iteration 39Q: 3 clusters Score -2749791 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2749813.000000 Penalty: 3186.299561
	Iteration 40F: 3 clusters Score -2749813 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2749857.250000 Penalty: 3186.299561
	Iteration 41Q: 3 clusters Score -2749857 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2749877.750000 Penalty: 3186.299561
	Iteration 42Q: 3 clusters Score -2749878 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2749909.750000 Penalty: 3186.299561
	Iteration 43Q: 3 clusters Score -2749910 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2749933.500000 Penalty: 3186.299561
	Iteration 44Q: 3 clusters Score -2749934 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2749969.500000 Penalty: 3186.299561
	Iteration 45Q: 3 clusters Score -2749970 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2750003.000000 Penalty: 3186.299561
	Iteration 46Q: 3 clusters Score -2750003 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2750062.000000 Penalty: 3186.299561
	Iteration 47Q: 3 clusters Score -2750062 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2750096.500000 Penalty: 3186.299561
	Iteration 48Q: 3 clusters Score -2750096 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2750136.500000 Penalty: 3186.299561
	Iteration 49Q: 3 clusters Score -2750136 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2750174.000000 Penalty: 3186.299561
	Iteration 50Q: 3 clusters Score -2750174 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2750221.500000 Penalty: 3186.299561
	Iteration 51Q: 3 clusters Score -2750222 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2750264.250000 Penalty: 3186.299561
	Iteration 52Q: 3 clusters Score -2750264 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2750308.750000 Penalty: 3186.299561
	Iteration 53Q: 3 clusters Score -2750309 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2750353.000000 Penalty: 3186.299561
	Iteration 54Q: 3 clusters Score -2750353 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2750379.500000 Penalty: 3186.299561
	Iteration 55Q: 3 clusters Score -2750380 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2750387.000000 Penalty: 3186.299561
	Iteration 56Q: 3 clusters Score -2750387 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2750405.000000 Penalty: 3186.299561
	Iteration 57Q: 3 clusters Score -2750405 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2750432.000000 Penalty: 3186.299561
	Iteration 58Q: 3 clusters Score -2750432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2750442.750000 Penalty: 3186.299561
	Iteration 59Q: 3 clusters Score -2750443 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2750465.750000 Penalty: 3186.299561
	Iteration 60F: 3 clusters Score -2750466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2750483.750000 Penalty: 3186.299561
	Iteration 61Q: 3 clusters Score -2750484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2750505.500000 Penalty: 3186.299561
	Iteration 62Q: 3 clusters Score -2750506 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2750540.250000 Penalty: 3186.299561
	Iteration 63Q: 3 clusters Score -2750540 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2750578.250000 Penalty: 3186.299561
	Iteration 64Q: 3 clusters Score -2750578 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2750591.250000 Penalty: 3186.299561
	Iteration 65Q: 3 clusters Score -2750591 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2750618.750000 Penalty: 3186.299561
	Iteration 66Q: 3 clusters Score -2750619 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2750630.500000 Penalty: 3186.299561
	Iteration 67Q: 3 clusters Score -2750630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2750648.000000 Penalty: 3186.299561
	Iteration 68Q: 3 clusters Score -2750648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2750661.750000 Penalty: 3186.299561
	Iteration 69Q: 3 clusters Score -2750662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2750682.500000 Penalty: 3186.299561
	Iteration 70Q: 3 clusters Score -2750682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2750700.500000 Penalty: 3186.299561
	Iteration 71Q: 3 clusters Score -2750700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2750727.500000 Penalty: 3186.299561
	Iteration 72Q: 3 clusters Score -2750728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2750742.750000 Penalty: 3186.299561
	Iteration 73Q: 3 clusters Score -2750743 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2750755.500000 Penalty: 3186.299561
	Iteration 74Q: 3 clusters Score -2750756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2750774.000000 Penalty: 3186.299561
	Iteration 75Q: 3 clusters Score -2750774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2750783.250000 Penalty: 3186.299561
	Iteration 76Q: 3 clusters Score -2750783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2750801.750000 Penalty: 3186.299561
	Iteration 77Q: 3 clusters Score -2750802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2750821.750000 Penalty: 3186.299561
	Iteration 78Q: 3 clusters Score -2750822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2750840.750000 Penalty: 3186.299561
	Iteration 79Q: 3 clusters Score -2750841 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2750857.000000 Penalty: 3186.299561
	Iteration 80F: 3 clusters Score -2750857 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2750886.500000 Penalty: 3186.299561
	Iteration 81Q: 3 clusters Score -2750886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2750905.750000 Penalty: 3186.299561
	Iteration 82Q: 3 clusters Score -2750906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2750920.750000 Penalty: 3186.299561
	Iteration 83Q: 3 clusters Score -2750921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2750931.250000 Penalty: 3186.299561
	Iteration 84Q: 3 clusters Score -2750931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2750939.750000 Penalty: 3186.299561
	Iteration 85Q: 3 clusters Score -2750940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2750950.000000 Penalty: 3186.299561
	Iteration 86Q: 3 clusters Score -2750950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2750959.250000 Penalty: 3186.299561
	Iteration 87Q: 3 clusters Score -2750959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2750972.250000 Penalty: 3186.299561
	Iteration 88Q: 3 clusters Score -2750972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2750977.500000 Penalty: 3186.299561
	Iteration 89Q: 3 clusters Score -2750978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2750990.750000 Penalty: 3186.299561
	Iteration 90Q: 3 clusters Score -2750991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2750993.000000 Penalty: 3186.299561
	Iteration 91Q: 3 clusters Score -2750993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2750992.250000 Penalty: 3186.299561
	Iteration 92Q: 3 clusters Score -2750992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2750994.500000 Penalty: 3186.299561
	Iteration 93Q: 3 clusters Score -2750994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2750993.500000 Penalty: 3186.299561
	Iteration 94Q: 3 clusters Score -2750994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2750996.750000 Penalty: 3186.299561
	Iteration 95Q: 3 clusters Score -2750997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2751000.750000 Penalty: 3186.299561
	Iteration 96Q: 3 clusters Score -2751001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2751003.000000 Penalty: 3186.299561
	Iteration 97Q: 3 clusters Score -2751003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2751005.750000 Penalty: 3186.299561
	Iteration 98Q: 3 clusters Score -2751006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2751007.750000 Penalty: 3186.299561
	Iteration 99Q: 3 clusters Score -2751008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2751012.250000 Penalty: 3186.299561
	Iteration 100F: 3 clusters Score -2751012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2751012.750000 Penalty: 3186.299561
	Iteration 101Q: 3 clusters Score -2751013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2751021.500000 Penalty: 3186.299561
	Iteration 102Q: 3 clusters Score -2751022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2751021.000000 Penalty: 3186.299561
	Iteration 103Q: 3 clusters Score -2751021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2751029.750000 Penalty: 3186.299561
	Iteration 104Q: 3 clusters Score -2751030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2751039.000000 Penalty: 3186.299561
	Iteration 105Q: 3 clusters Score -2751039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2751044.500000 Penalty: 3186.299561
	Iteration 106Q: 3 clusters Score -2751044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2751052.250000 Penalty: 3186.299561
	Iteration 107Q: 3 clusters Score -2751052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2751052.250000 Penalty: 3186.299561
	Iteration 108Q: 3 clusters Score -2751052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2751055.250000 Penalty: 3186.299561
	Iteration 109Q: 3 clusters Score -2751055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2751054.500000 Penalty: 3186.299561
	Iteration 110Q: 3 clusters Score -2751054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2751054.500000 Penalty: 3186.299561
	Iteration 111F: 3 clusters Score -2751054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (15401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Entering Unmasked Estep 
Score: -2342987.750000 Penalty: 1566.855591
	Iteration 0F: 2 clusters Score -2342988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2332557.250000 Penalty: 3133.711182
	Iteration 0F: 3 clusters Score -2332557 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2336430.500000 Penalty: 3133.711182
	Iteration 1F: 3 clusters Score -2336430 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2336928.750000 Penalty: 3133.711182
	Iteration 2F: 3 clusters Score -2336929 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2337436.500000 Penalty: 3133.711182
	Iteration 3F: 3 clusters Score -2337436 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2337977.500000 Penalty: 3133.711182
	Iteration 4F: 3 clusters Score -2337978 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2338496.000000 Penalty: 3133.711182
	Iteration 5F: 3 clusters Score -2338496 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2338905.500000 Penalty: 3133.711182
	Iteration 6F: 3 clusters Score -2338906 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2339237.250000 Penalty: 3133.711182
	Iteration 7Q: 3 clusters Score -2339237 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2339526.500000 Penalty: 3133.711182
	Iteration 8Q: 3 clusters Score -2339526 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2339789.750000 Penalty: 3133.711182
	Iteration 9Q: 3 clusters Score -2339790 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2340001.750000 Penalty: 3133.711182
	Iteration 10Q: 3 clusters Score -2340002 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2340210.250000 Penalty: 3133.711182
	Iteration 11Q: 3 clusters Score -2340210 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2340399.000000 Penalty: 3133.711182
	Iteration 12Q: 3 clusters Score -2340399 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2340576.000000 Penalty: 3133.711182
	Iteration 13Q: 3 clusters Score -2340576 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2340686.000000 Penalty: 3133.711182
	Iteration 14Q: 3 clusters Score -2340686 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2340765.750000 Penalty: 3133.711182
	Iteration 15Q: 3 clusters Score -2340766 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2340837.750000 Penalty: 3133.711182
	Iteration 16Q: 3 clusters Score -2340838 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2340883.750000 Penalty: 3133.711182
	Iteration 17Q: 3 clusters Score -2340884 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2340930.500000 Penalty: 3133.711182
	Iteration 18Q: 3 clusters Score -2340930 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2340979.250000 Penalty: 3133.711182
	Iteration 19Q: 3 clusters Score -2340979 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2341003.000000 Penalty: 3133.711182
	Iteration 20F: 3 clusters Score -2341003 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2341036.750000 Penalty: 3133.711182
	Iteration 21Q: 3 clusters Score -2341037 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2341057.500000 Penalty: 3133.711182
	Iteration 22Q: 3 clusters Score -2341058 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2341085.000000 Penalty: 3133.711182
	Iteration 23Q: 3 clusters Score -2341085 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2341110.750000 Penalty: 3133.711182
	Iteration 24Q: 3 clusters Score -2341111 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2341136.750000 Penalty: 3133.711182
	Iteration 25Q: 3 clusters Score -2341137 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2341155.250000 Penalty: 3133.711182
	Iteration 26Q: 3 clusters Score -2341155 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2341183.250000 Penalty: 3133.711182
	Iteration 27Q: 3 clusters Score -2341183 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2341203.000000 Penalty: 3133.711182
	Iteration 28Q: 3 clusters Score -2341203 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2341225.500000 Penalty: 3133.711182
	Iteration 29Q: 3 clusters Score -2341226 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2341254.000000 Penalty: 3133.711182
	Iteration 30Q: 3 clusters Score -2341254 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2341257.500000 Penalty: 3133.711182
	Iteration 31Q: 3 clusters Score -2341258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2341277.000000 Penalty: 3133.711182
	Iteration 32Q: 3 clusters Score -2341277 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2341280.250000 Penalty: 3133.711182
	Iteration 33Q: 3 clusters Score -2341280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2341295.500000 Penalty: 3133.711182
	Iteration 34Q: 3 clusters Score -2341296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2341308.250000 Penalty: 3133.711182
	Iteration 35Q: 3 clusters Score -2341308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2341314.500000 Penalty: 3133.711182
	Iteration 36Q: 3 clusters Score -2341314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2341320.500000 Penalty: 3133.711182
	Iteration 37Q: 3 clusters Score -2341320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2341334.250000 Penalty: 3133.711182
	Iteration 38Q: 3 clusters Score -2341334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2341339.250000 Penalty: 3133.711182
	Iteration 39Q: 3 clusters Score -2341339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2341354.750000 Penalty: 3133.711182
	Iteration 40F: 3 clusters Score -2341355 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2341360.000000 Penalty: 3133.711182
	Iteration 41Q: 3 clusters Score -2341360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2341366.000000 Penalty: 3133.711182
	Iteration 42Q: 3 clusters Score -2341366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2341373.750000 Penalty: 3133.711182
	Iteration 43Q: 3 clusters Score -2341374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2341381.000000 Penalty: 3133.711182
	Iteration 44Q: 3 clusters Score -2341381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2341388.500000 Penalty: 3133.711182
	Iteration 45Q: 3 clusters Score -2341388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2341392.750000 Penalty: 3133.711182
	Iteration 46Q: 3 clusters Score -2341393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2341396.000000 Penalty: 3133.711182
	Iteration 47Q: 3 clusters Score -2341396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2341394.750000 Penalty: 3133.711182
	Iteration 48Q: 3 clusters Score -2341395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2341393.000000 Penalty: 3133.711182
	Iteration 49Q: 3 clusters Score -2341393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2341398.250000 Penalty: 3133.711182
	Iteration 50Q: 3 clusters Score -2341398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2341407.500000 Penalty: 3133.711182
	Iteration 51Q: 3 clusters Score -2341408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2341408.000000 Penalty: 3133.711182
	Iteration 52Q: 3 clusters Score -2341408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2341406.250000 Penalty: 3133.711182
	Iteration 53Q: 3 clusters Score -2341406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2341402.750000 Penalty: 3133.711182
	Iteration 54Q: 3 clusters Score -2341403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2341406.000000 Penalty: 3133.711182
	Iteration 55Q: 3 clusters Score -2341406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2341410.500000 Penalty: 3133.711182
	Iteration 56Q: 3 clusters Score -2341410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2341410.500000 Penalty: 3133.711182
	Iteration 57Q: 3 clusters Score -2341410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2341415.750000 Penalty: 3133.711182
	Iteration 58Q: 3 clusters Score -2341416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2341419.500000 Penalty: 3133.711182
	Iteration 59Q: 3 clusters Score -2341420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2341419.750000 Penalty: 3133.711182
	Iteration 60F: 3 clusters Score -2341420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2341421.000000 Penalty: 3133.711182
	Iteration 61Q: 3 clusters Score -2341421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2341427.500000 Penalty: 3133.711182
	Iteration 62Q: 3 clusters Score -2341428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2341431.000000 Penalty: 3133.711182
	Iteration 63Q: 3 clusters Score -2341431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2341428.500000 Penalty: 3133.711182
	Iteration 64Q: 3 clusters Score -2341428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2341429.250000 Penalty: 3133.711182
	Iteration 65Q: 3 clusters Score -2341429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2341429.500000 Penalty: 3133.711182
	Iteration 66Q: 3 clusters Score -2341430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2341431.000000 Penalty: 3133.711182
	Iteration 67Q: 3 clusters Score -2341431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2341431.250000 Penalty: 3133.711182
	Iteration 68Q: 3 clusters Score -2341431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2341434.000000 Penalty: 3133.711182
	Iteration 69Q: 3 clusters Score -2341434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2341435.250000 Penalty: 3133.711182
	Iteration 70Q: 3 clusters Score -2341435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2341433.750000 Penalty: 3133.711182
	Iteration 71Q: 3 clusters Score -2341434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2341434.000000 Penalty: 3133.711182
	Iteration 72Q: 3 clusters Score -2341434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2341435.000000 Penalty: 3133.711182
	Iteration 73Q: 3 clusters Score -2341435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2341434.750000 Penalty: 3133.711182
	Iteration 74Q: 3 clusters Score -2341435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2341436.000000 Penalty: 3133.711182
	Iteration 75Q: 3 clusters Score -2341436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2341436.000000 Penalty: 3133.711182
	Iteration 76Q: 3 clusters Score -2341436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2341436.500000 Penalty: 3133.711182
	Iteration 77Q: 3 clusters Score -2341436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2341435.750000 Penalty: 3133.711182
	Iteration 78Q: 3 clusters Score -2341436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2341440.500000 Penalty: 3133.711182
	Iteration 79Q: 3 clusters Score -2341440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2341443.750000 Penalty: 3133.711182
	Iteration 80F: 3 clusters Score -2341444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2341444.000000 Penalty: 3133.711182
	Iteration 81Q: 3 clusters Score -2341444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2341446.000000 Penalty: 3133.711182
	Iteration 82Q: 3 clusters Score -2341446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2341445.000000 Penalty: 3133.711182
	Iteration 83Q: 3 clusters Score -2341445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2341446.000000 Penalty: 3133.711182
	Iteration 84Q: 3 clusters Score -2341446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2341445.750000 Penalty: 3133.711182
	Iteration 85Q: 3 clusters Score -2341446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2341443.750000 Penalty: 3133.711182
	Iteration 86Q: 3 clusters Score -2341444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2341447.000000 Penalty: 3133.711182
	Iteration 87Q: 3 clusters Score -2341447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2341447.000000 Penalty: 3133.711182
	Iteration 88F: 3 clusters Score -2341447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (8743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Entering Unmasked Estep 
Score: -1261239.875000 Penalty: 1474.851440
	Iteration 0F: 2 clusters Score -1261240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1254818.250000 Penalty: 2949.702881
	Iteration 0F: 3 clusters Score -1254818 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1256932.875000 Penalty: 2949.702881
	Iteration 1F: 3 clusters Score -1256933 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1257217.125000 Penalty: 2949.702881
	Iteration 2F: 3 clusters Score -1257217 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1257452.750000 Penalty: 2949.702881
	Iteration 3F: 3 clusters Score -1257453 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1257715.000000 Penalty: 2949.702881
	Iteration 4F: 3 clusters Score -1257715 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1257948.875000 Penalty: 2949.702881
	Iteration 5F: 3 clusters Score -1257949 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1258150.875000 Penalty: 2949.702881
	Iteration 6Q: 3 clusters Score -1258151 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1258334.500000 Penalty: 2949.702881
	Iteration 7Q: 3 clusters Score -1258334 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1258505.250000 Penalty: 2949.702881
	Iteration 8Q: 3 clusters Score -1258505 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1258686.875000 Penalty: 2949.702881
	Iteration 9Q: 3 clusters Score -1258687 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1258887.625000 Penalty: 2949.702881
	Iteration 10Q: 3 clusters Score -1258888 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1259060.750000 Penalty: 2949.702881
	Iteration 11Q: 3 clusters Score -1259061 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1259236.875000 Penalty: 2949.702881
	Iteration 12Q: 3 clusters Score -1259237 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1259380.875000 Penalty: 2949.702881
	Iteration 13Q: 3 clusters Score -1259381 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1259482.125000 Penalty: 2949.702881
	Iteration 14Q: 3 clusters Score -1259482 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1259565.375000 Penalty: 2949.702881
	Iteration 15Q: 3 clusters Score -1259565 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1259636.000000 Penalty: 2949.702881
	Iteration 16Q: 3 clusters Score -1259636 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1259680.625000 Penalty: 2949.702881
	Iteration 17Q: 3 clusters Score -1259681 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1259707.750000 Penalty: 2949.702881
	Iteration 18Q: 3 clusters Score -1259708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1259727.875000 Penalty: 2949.702881
	Iteration 19Q: 3 clusters Score -1259728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1259742.750000 Penalty: 2949.702881
	Iteration 20F: 3 clusters Score -1259743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1259750.375000 Penalty: 2949.702881
	Iteration 21Q: 3 clusters Score -1259750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1259753.625000 Penalty: 2949.702881
	Iteration 22Q: 3 clusters Score -1259754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1259758.625000 Penalty: 2949.702881
	Iteration 23Q: 3 clusters Score -1259759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1259766.125000 Penalty: 2949.702881
	Iteration 24Q: 3 clusters Score -1259766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1259769.875000 Penalty: 2949.702881
	Iteration 25Q: 3 clusters Score -1259770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1259773.125000 Penalty: 2949.702881
	Iteration 26Q: 3 clusters Score -1259773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1259776.625000 Penalty: 2949.702881
	Iteration 27Q: 3 clusters Score -1259777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1259781.750000 Penalty: 2949.702881
	Iteration 28Q: 3 clusters Score -1259782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1259789.000000 Penalty: 2949.702881
	Iteration 29Q: 3 clusters Score -1259789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1259798.500000 Penalty: 2949.702881
	Iteration 30Q: 3 clusters Score -1259798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1259805.125000 Penalty: 2949.702881
	Iteration 31Q: 3 clusters Score -1259805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1259808.500000 Penalty: 2949.702881
	Iteration 32Q: 3 clusters Score -1259808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1259812.375000 Penalty: 2949.702881
	Iteration 33Q: 3 clusters Score -1259812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1259823.000000 Penalty: 2949.702881
	Iteration 34Q: 3 clusters Score -1259823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1259828.625000 Penalty: 2949.702881
	Iteration 35Q: 3 clusters Score -1259829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1259838.875000 Penalty: 2949.702881
	Iteration 36Q: 3 clusters Score -1259839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1259841.000000 Penalty: 2949.702881
	Iteration 37Q: 3 clusters Score -1259841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1259847.750000 Penalty: 2949.702881
	Iteration 38Q: 3 clusters Score -1259848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1259851.000000 Penalty: 2949.702881
	Iteration 39Q: 3 clusters Score -1259851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1259855.000000 Penalty: 2949.702881
	Iteration 40F: 3 clusters Score -1259855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1259858.500000 Penalty: 2949.702881
	Iteration 41Q: 3 clusters Score -1259858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1259858.250000 Penalty: 2949.702881
	Iteration 42Q: 3 clusters Score -1259858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1259864.250000 Penalty: 2949.702881
	Iteration 43Q: 3 clusters Score -1259864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1259866.750000 Penalty: 2949.702881
	Iteration 44Q: 3 clusters Score -1259867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1259871.875000 Penalty: 2949.702881
	Iteration 45Q: 3 clusters Score -1259872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1259880.500000 Penalty: 2949.702881
	Iteration 46Q: 3 clusters Score -1259880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1259884.250000 Penalty: 2949.702881
	Iteration 47Q: 3 clusters Score -1259884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1259889.500000 Penalty: 2949.702881
	Iteration 48Q: 3 clusters Score -1259890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1259897.750000 Penalty: 2949.702881
	Iteration 49Q: 3 clusters Score -1259898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1259908.500000 Penalty: 2949.702881
	Iteration 50Q: 3 clusters Score -1259908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1259914.625000 Penalty: 2949.702881
	Iteration 51Q: 3 clusters Score -1259915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1259921.000000 Penalty: 2949.702881
	Iteration 52Q: 3 clusters Score -1259921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1259922.750000 Penalty: 2949.702881
	Iteration 53Q: 3 clusters Score -1259923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1259926.625000 Penalty: 2949.702881
	Iteration 54Q: 3 clusters Score -1259927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1259925.375000 Penalty: 2949.702881
	Iteration 55Q: 3 clusters Score -1259925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1259925.625000 Penalty: 2949.702881
	Iteration 56Q: 3 clusters Score -1259926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1259925.625000 Penalty: 2949.702881
	Iteration 57F: 3 clusters Score -1259926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Entering Unmasked Estep 
Score: -180913.718750 Penalty: 1176.022095
	Iteration 0F: 2 clusters Score -180913.7 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 693 members 
Entering Unmasked Estep 
Score: -179269.812500 Penalty: 2352.044189
	Iteration 0F: 3 clusters Score -179269.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -179620.843750 Penalty: 2352.044189
	Iteration 1F: 3 clusters Score -179620.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -179759.937500 Penalty: 2352.044189
	Iteration 2F: 3 clusters Score -179759.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -179852.593750 Penalty: 2352.044189
	Iteration 3F: 3 clusters Score -179852.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -179942.953125 Penalty: 2352.044189
	Iteration 4F: 3 clusters Score -179943 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -180044.140625 Penalty: 2352.044189
	Iteration 5Q: 3 clusters Score -180044.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -180129.125000 Penalty: 2352.044189
	Iteration 6Q: 3 clusters Score -180129.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -180200.093750 Penalty: 2352.044189
	Iteration 7Q: 3 clusters Score -180200.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -180247.218750 Penalty: 2352.044189
	Iteration 8Q: 3 clusters Score -180247.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -180287.812500 Penalty: 2352.044189
	Iteration 9Q: 3 clusters Score -180287.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -180321.390625 Penalty: 2352.044189
	Iteration 10Q: 3 clusters Score -180321.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -180350.140625 Penalty: 2352.044189
	Iteration 11Q: 3 clusters Score -180350.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -180383.859375 Penalty: 2352.044189
	Iteration 12Q: 3 clusters Score -180383.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -180404.250000 Penalty: 2352.044189
	Iteration 13Q: 3 clusters Score -180404.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -180415.000000 Penalty: 2352.044189
	Iteration 14Q: 3 clusters Score -180415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -180425.484375 Penalty: 2352.044189
	Iteration 15Q: 3 clusters Score -180425.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -180434.765625 Penalty: 2352.044189
	Iteration 16Q: 3 clusters Score -180434.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -180443.593750 Penalty: 2352.044189
	Iteration 17Q: 3 clusters Score -180443.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -180448.187500 Penalty: 2352.044189
	Iteration 18Q: 3 clusters Score -180448.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -180450.046875 Penalty: 2352.044189
	Iteration 19Q: 3 clusters Score -180450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -180452.062500 Penalty: 2352.044189
	Iteration 20F: 3 clusters Score -180452.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -180452.968750 Penalty: 2352.044189
	Iteration 21Q: 3 clusters Score -180453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -180454.781250 Penalty: 2352.044189
	Iteration 22Q: 3 clusters Score -180454.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -180456.906250 Penalty: 2352.044189
	Iteration 23Q: 3 clusters Score -180456.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -180457.281250 Penalty: 2352.044189
	Iteration 24Q: 3 clusters Score -180457.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -180457.703125 Penalty: 2352.044189
	Iteration 25Q: 3 clusters Score -180457.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -180458.046875 Penalty: 2352.044189
	Iteration 26Q: 3 clusters Score -180458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -180459.484375 Penalty: 2352.044189
	Iteration 27Q: 3 clusters Score -180459.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -180460.109375 Penalty: 2352.044189
	Iteration 28Q: 3 clusters Score -180460.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -180460.109375 Penalty: 2352.044189
	Iteration 29F: 3 clusters Score -180460.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (3763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Entering Unmasked Estep 
Score: -478939.031250 Penalty: 1337.858032
	Iteration 0F: 2 clusters Score -478939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -475739.343750 Penalty: 2675.716064
	Iteration 0F: 3 clusters Score -475739.3 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -476587.750000 Penalty: 2675.716064
	Iteration 1F: 3 clusters Score -476587.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -476757.187500 Penalty: 2675.716064
	Iteration 2F: 3 clusters Score -476757.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -476865.031250 Penalty: 2675.716064
	Iteration 3F: 3 clusters Score -476865 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -476925.468750 Penalty: 2675.716064
	Iteration 4Q: 3 clusters Score -476925.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -476974.562500 Penalty: 2675.716064
	Iteration 5Q: 3 clusters Score -476974.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -477011.125000 Penalty: 2675.716064
	Iteration 6Q: 3 clusters Score -477011.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -477044.343750 Penalty: 2675.716064
	Iteration 7Q: 3 clusters Score -477044.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -477072.031250 Penalty: 2675.716064
	Iteration 8Q: 3 clusters Score -477072 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -477096.750000 Penalty: 2675.716064
	Iteration 9Q: 3 clusters Score -477096.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -477112.593750 Penalty: 2675.716064
	Iteration 10Q: 3 clusters Score -477112.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -477134.562500 Penalty: 2675.716064
	Iteration 11Q: 3 clusters Score -477134.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -477163.656250 Penalty: 2675.716064
	Iteration 12Q: 3 clusters Score -477163.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -477192.218750 Penalty: 2675.716064
	Iteration 13Q: 3 clusters Score -477192.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -477221.312500 Penalty: 2675.716064
	Iteration 14Q: 3 clusters Score -477221.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -477246.281250 Penalty: 2675.716064
	Iteration 15Q: 3 clusters Score -477246.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -477271.437500 Penalty: 2675.716064
	Iteration 16Q: 3 clusters Score -477271.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -477297.468750 Penalty: 2675.716064
	Iteration 17Q: 3 clusters Score -477297.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -477319.937500 Penalty: 2675.716064
	Iteration 18Q: 3 clusters Score -477319.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -477341.812500 Penalty: 2675.716064
	Iteration 19Q: 3 clusters Score -477341.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -477365.875000 Penalty: 2675.716064
	Iteration 20F: 3 clusters Score -477365.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -477388.718750 Penalty: 2675.716064
	Iteration 21Q: 3 clusters Score -477388.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -477407.656250 Penalty: 2675.716064
	Iteration 22Q: 3 clusters Score -477407.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -477432.500000 Penalty: 2675.716064
	Iteration 23Q: 3 clusters Score -477432.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -477446.906250 Penalty: 2675.716064
	Iteration 24Q: 3 clusters Score -477446.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -477457.125000 Penalty: 2675.716064
	Iteration 25Q: 3 clusters Score -477457.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -477465.843750 Penalty: 2675.716064
	Iteration 26Q: 3 clusters Score -477465.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -477475.687500 Penalty: 2675.716064
	Iteration 27Q: 3 clusters Score -477475.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -477487.187500 Penalty: 2675.716064
	Iteration 28Q: 3 clusters Score -477487.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -477498.531250 Penalty: 2675.716064
	Iteration 29Q: 3 clusters Score -477498.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -477512.750000 Penalty: 2675.716064
	Iteration 30Q: 3 clusters Score -477512.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -477526.968750 Penalty: 2675.716064
	Iteration 31Q: 3 clusters Score -477527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -477533.781250 Penalty: 2675.716064
	Iteration 32Q: 3 clusters Score -477533.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -477540.468750 Penalty: 2675.716064
	Iteration 33Q: 3 clusters Score -477540.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -477545.000000 Penalty: 2675.716064
	Iteration 34Q: 3 clusters Score -477545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -477549.156250 Penalty: 2675.716064
	Iteration 35Q: 3 clusters Score -477549.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -477553.375000 Penalty: 2675.716064
	Iteration 36Q: 3 clusters Score -477553.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -477555.781250 Penalty: 2675.716064
	Iteration 37Q: 3 clusters Score -477555.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -477561.187500 Penalty: 2675.716064
	Iteration 38Q: 3 clusters Score -477561.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -477563.125000 Penalty: 2675.716064
	Iteration 39Q: 3 clusters Score -477563.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -477567.093750 Penalty: 2675.716064
	Iteration 40F: 3 clusters Score -477567.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -477571.343750 Penalty: 2675.716064
	Iteration 41Q: 3 clusters Score -477571.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -477575.250000 Penalty: 2675.716064
	Iteration 42Q: 3 clusters Score -477575.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -477584.593750 Penalty: 2675.716064
	Iteration 43Q: 3 clusters Score -477584.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -477593.531250 Penalty: 2675.716064
	Iteration 44Q: 3 clusters Score -477593.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -477600.000000 Penalty: 2675.716064
	Iteration 45Q: 3 clusters Score -477600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -477608.843750 Penalty: 2675.716064
	Iteration 46Q: 3 clusters Score -477608.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -477617.500000 Penalty: 2675.716064
	Iteration 47Q: 3 clusters Score -477617.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -477623.750000 Penalty: 2675.716064
	Iteration 48Q: 3 clusters Score -477623.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -477632.031250 Penalty: 2675.716064
	Iteration 49Q: 3 clusters Score -477632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -477638.968750 Penalty: 2675.716064
	Iteration 50Q: 3 clusters Score -477639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -477644.031250 Penalty: 2675.716064
	Iteration 51Q: 3 clusters Score -477644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -477648.406250 Penalty: 2675.716064
	Iteration 52Q: 3 clusters Score -477648.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -477655.531250 Penalty: 2675.716064
	Iteration 53Q: 3 clusters Score -477655.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -477662.531250 Penalty: 2675.716064
	Iteration 54Q: 3 clusters Score -477662.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -477669.875000 Penalty: 2675.716064
	Iteration 55Q: 3 clusters Score -477669.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -477672.718750 Penalty: 2675.716064
	Iteration 56Q: 3 clusters Score -477672.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -477675.281250 Penalty: 2675.716064
	Iteration 57Q: 3 clusters Score -477675.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -477682.656250 Penalty: 2675.716064
	Iteration 58Q: 3 clusters Score -477682.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -477685.812500 Penalty: 2675.716064
	Iteration 59Q: 3 clusters Score -477685.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -477690.500000 Penalty: 2675.716064
	Iteration 60F: 3 clusters Score -477690.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -477692.625000 Penalty: 2675.716064
	Iteration 61Q: 3 clusters Score -477692.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -477695.812500 Penalty: 2675.716064
	Iteration 62Q: 3 clusters Score -477695.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -477697.281250 Penalty: 2675.716064
	Iteration 63Q: 3 clusters Score -477697.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -477700.093750 Penalty: 2675.716064
	Iteration 64Q: 3 clusters Score -477700.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -477704.187500 Penalty: 2675.716064
	Iteration 65Q: 3 clusters Score -477704.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -477706.156250 Penalty: 2675.716064
	Iteration 66Q: 3 clusters Score -477706.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -477706.312500 Penalty: 2675.716064
	Iteration 67Q: 3 clusters Score -477706.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -477706.312500 Penalty: 2675.716064
	Iteration 68F: 3 clusters Score -477706.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -128488.015625 Penalty: 1123.482300
	Iteration 0F: 2 clusters Score -128488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -127041.921875 Penalty: 2246.964600
	Iteration 0F: 3 clusters Score -127041.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -127312.468750 Penalty: 2246.964600
	Iteration 1F: 3 clusters Score -127312.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -127391.843750 Penalty: 2246.964600
	Iteration 2F: 3 clusters Score -127391.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127422.500000 Penalty: 2246.964600
	Iteration 3Q: 3 clusters Score -127422.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -127453.304688 Penalty: 2246.964600
	Iteration 4Q: 3 clusters Score -127453.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -127483.437500 Penalty: 2246.964600
	Iteration 5Q: 3 clusters Score -127483.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -127509.773438 Penalty: 2246.964600
	Iteration 6Q: 3 clusters Score -127509.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -127528.820312 Penalty: 2246.964600
	Iteration 7Q: 3 clusters Score -127528.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -127538.281250 Penalty: 2246.964600
	Iteration 8Q: 3 clusters Score -127538.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -127552.148438 Penalty: 2246.964600
	Iteration 9Q: 3 clusters Score -127552.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -127563.117188 Penalty: 2246.964600
	Iteration 10Q: 3 clusters Score -127563.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -127574.820312 Penalty: 2246.964600
	Iteration 11Q: 3 clusters Score -127574.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -127583.585938 Penalty: 2246.964600
	Iteration 12Q: 3 clusters Score -127583.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -127592.812500 Penalty: 2246.964600
	Iteration 13Q: 3 clusters Score -127592.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -127597.671875 Penalty: 2246.964600
	Iteration 14Q: 3 clusters Score -127597.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -127604.734375 Penalty: 2246.964600
	Iteration 15Q: 3 clusters Score -127604.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -127612.562500 Penalty: 2246.964600
	Iteration 16Q: 3 clusters Score -127612.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -127616.445312 Penalty: 2246.964600
	Iteration 17Q: 3 clusters Score -127616.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -127620.210938 Penalty: 2246.964600
	Iteration 18Q: 3 clusters Score -127620.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -127622.460938 Penalty: 2246.964600
	Iteration 19Q: 3 clusters Score -127622.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -127623.039062 Penalty: 2246.964600
	Iteration 20F: 3 clusters Score -127623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -127627.101562 Penalty: 2246.964600
	Iteration 21Q: 3 clusters Score -127627.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -127630.000000 Penalty: 2246.964600
	Iteration 22Q: 3 clusters Score -127630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -127632.257812 Penalty: 2246.964600
	Iteration 23Q: 3 clusters Score -127632.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -127634.000000 Penalty: 2246.964600
	Iteration 24Q: 3 clusters Score -127634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -127635.187500 Penalty: 2246.964600
	Iteration 25Q: 3 clusters Score -127635.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -127638.078125 Penalty: 2246.964600
	Iteration 26Q: 3 clusters Score -127638.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -127641.890625 Penalty: 2246.964600
	Iteration 27Q: 3 clusters Score -127641.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -127647.203125 Penalty: 2246.964600
	Iteration 28Q: 3 clusters Score -127647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -127649.039062 Penalty: 2246.964600
	Iteration 29Q: 3 clusters Score -127649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -127651.367188 Penalty: 2246.964600
	Iteration 30Q: 3 clusters Score -127651.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -127651.367188 Penalty: 2246.964600
	Iteration 31F: 3 clusters Score -127651.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (16590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Entering Unmasked Estep 
Score: -2537323.500000 Penalty: 1578.940308
	Iteration 0F: 2 clusters Score -2537324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2526316.250000 Penalty: 3157.880615
	Iteration 0F: 3 clusters Score -2526316 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2530465.500000 Penalty: 3157.880615
	Iteration 1F: 3 clusters Score -2530466 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2531004.750000 Penalty: 3157.880615
	Iteration 2F: 3 clusters Score -2531005 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2531637.250000 Penalty: 3157.880615
	Iteration 3F: 3 clusters Score -2531637 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2532335.500000 Penalty: 3157.880615
	Iteration 4F: 3 clusters Score -2532336 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2533070.000000 Penalty: 3157.880615
	Iteration 5F: 3 clusters Score -2533070 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2533764.000000 Penalty: 3157.880615
	Iteration 6F: 3 clusters Score -2533764 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2534387.500000 Penalty: 3157.880615
	Iteration 7Q: 3 clusters Score -2534388 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2534930.000000 Penalty: 3157.880615
	Iteration 8Q: 3 clusters Score -2534930 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2535333.500000 Penalty: 3157.880615
	Iteration 9Q: 3 clusters Score -2535334 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2535606.000000 Penalty: 3157.880615
	Iteration 10Q: 3 clusters Score -2535606 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2535753.000000 Penalty: 3157.880615
	Iteration 11Q: 3 clusters Score -2535753 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2535822.250000 Penalty: 3157.880615
	Iteration 12Q: 3 clusters Score -2535822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2535842.750000 Penalty: 3157.880615
	Iteration 13Q: 3 clusters Score -2535843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2535866.000000 Penalty: 3157.880615
	Iteration 14Q: 3 clusters Score -2535866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2535880.500000 Penalty: 3157.880615
	Iteration 15Q: 3 clusters Score -2535880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2535892.750000 Penalty: 3157.880615
	Iteration 16Q: 3 clusters Score -2535893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2535901.750000 Penalty: 3157.880615
	Iteration 17Q: 3 clusters Score -2535902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2535918.500000 Penalty: 3157.880615
	Iteration 18Q: 3 clusters Score -2535918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2535931.000000 Penalty: 3157.880615
	Iteration 19Q: 3 clusters Score -2535931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2535932.250000 Penalty: 3157.880615
	Iteration 20F: 3 clusters Score -2535932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2535935.500000 Penalty: 3157.880615
	Iteration 21Q: 3 clusters Score -2535936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2535935.500000 Penalty: 3157.880615
	Iteration 22F: 3 clusters Score -2535936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -349816.250000 Penalty: 1275.070923
	Iteration 0F: 2 clusters Score -349816.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -347429.625000 Penalty: 2550.141846
	Iteration 0F: 3 clusters Score -347429.6 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -348102.375000 Penalty: 2550.141846
	Iteration 1F: 3 clusters Score -348102.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -348338.062500 Penalty: 2550.141846
	Iteration 2F: 3 clusters Score -348338.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -348545.718750 Penalty: 2550.141846
	Iteration 3F: 3 clusters Score -348545.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -348759.437500 Penalty: 2550.141846
	Iteration 4F: 3 clusters Score -348759.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -348977.250000 Penalty: 2550.141846
	Iteration 5F: 3 clusters Score -348977.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -349140.968750 Penalty: 2550.141846
	Iteration 6F: 3 clusters Score -349141 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -349245.375000 Penalty: 2550.141846
	Iteration 7Q: 3 clusters Score -349245.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -349315.906250 Penalty: 2550.141846
	Iteration 8Q: 3 clusters Score -349315.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -349352.968750 Penalty: 2550.141846
	Iteration 9Q: 3 clusters Score -349353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -349377.875000 Penalty: 2550.141846
	Iteration 10Q: 3 clusters Score -349377.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -349393.937500 Penalty: 2550.141846
	Iteration 11Q: 3 clusters Score -349393.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -349409.156250 Penalty: 2550.141846
	Iteration 12Q: 3 clusters Score -349409.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -349422.093750 Penalty: 2550.141846
	Iteration 13Q: 3 clusters Score -349422.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -349427.562500 Penalty: 2550.141846
	Iteration 14Q: 3 clusters Score -349427.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -349430.687500 Penalty: 2550.141846
	Iteration 15Q: 3 clusters Score -349430.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -349434.156250 Penalty: 2550.141846
	Iteration 16Q: 3 clusters Score -349434.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -349436.375000 Penalty: 2550.141846
	Iteration 17Q: 3 clusters Score -349436.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -349439.031250 Penalty: 2550.141846
	Iteration 18Q: 3 clusters Score -349439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -349439.843750 Penalty: 2550.141846
	Iteration 19Q: 3 clusters Score -349439.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -349440.843750 Penalty: 2550.141846
	Iteration 20F: 3 clusters Score -349440.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -349440.718750 Penalty: 2550.141846
	Iteration 21Q: 3 clusters Score -349440.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -349440.718750 Penalty: 2550.141846
	Iteration 22F: 3 clusters Score -349440.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (14950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Entering Unmasked Estep 
Score: -2270416.500000 Penalty: 1562.025879
	Iteration 0F: 2 clusters Score -2270416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2260166.500000 Penalty: 3124.051758
	Iteration 0F: 3 clusters Score -2260166 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2263915.000000 Penalty: 3124.051758
	Iteration 1F: 3 clusters Score -2263915 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2264234.000000 Penalty: 3124.051758
	Iteration 2F: 3 clusters Score -2264234 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2264504.250000 Penalty: 3124.051758
	Iteration 3Q: 3 clusters Score -2264504 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2264791.750000 Penalty: 3124.051758
	Iteration 4Q: 3 clusters Score -2264792 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2265175.500000 Penalty: 3124.051758
	Iteration 5Q: 3 clusters Score -2265176 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2265701.500000 Penalty: 3124.051758
	Iteration 6F: 3 clusters Score -2265702 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2266358.000000 Penalty: 3124.051758
	Iteration 7F: 3 clusters Score -2266358 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2267124.750000 Penalty: 3124.051758
	Iteration 8F: 3 clusters Score -2267125 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2267834.000000 Penalty: 3124.051758
	Iteration 9F: 3 clusters Score -2267834 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2268359.500000 Penalty: 3124.051758
	Iteration 10Q: 3 clusters Score -2268360 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2268691.750000 Penalty: 3124.051758
	Iteration 11Q: 3 clusters Score -2268692 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2268891.750000 Penalty: 3124.051758
	Iteration 12Q: 3 clusters Score -2268892 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2268971.750000 Penalty: 3124.051758
	Iteration 13Q: 3 clusters Score -2268972 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2269028.000000 Penalty: 3124.051758
	Iteration 14Q: 3 clusters Score -2269028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2269073.500000 Penalty: 3124.051758
	Iteration 15Q: 3 clusters Score -2269074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2269113.000000 Penalty: 3124.051758
	Iteration 16Q: 3 clusters Score -2269113 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2269138.250000 Penalty: 3124.051758
	Iteration 17Q: 3 clusters Score -2269138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2269153.750000 Penalty: 3124.051758
	Iteration 18Q: 3 clusters Score -2269154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2269161.500000 Penalty: 3124.051758
	Iteration 19Q: 3 clusters Score -2269162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2269168.250000 Penalty: 3124.051758
	Iteration 20F: 3 clusters Score -2269168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2269175.500000 Penalty: 3124.051758
	Iteration 21Q: 3 clusters Score -2269176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2269176.500000 Penalty: 3124.051758
	Iteration 22Q: 3 clusters Score -2269176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2269176.250000 Penalty: 3124.051758
	Iteration 23Q: 3 clusters Score -2269176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2269178.250000 Penalty: 3124.051758
	Iteration 24Q: 3 clusters Score -2269178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2269179.750000 Penalty: 3124.051758
	Iteration 25Q: 3 clusters Score -2269180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2269179.750000 Penalty: 3124.051758
	Iteration 26F: 3 clusters Score -2269180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -92519.531250 Penalty: 1073.800171
	Iteration 0F: 2 clusters Score -92519.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91298.765625 Penalty: 2147.600342
	Iteration 0F: 3 clusters Score -91298.77 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91511.664062 Penalty: 2147.600342
	Iteration 1F: 3 clusters Score -91511.66 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91599.539062 Penalty: 2147.600342
	Iteration 2F: 3 clusters Score -91599.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -91669.890625 Penalty: 2147.600342
	Iteration 3Q: 3 clusters Score -91669.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -91738.992188 Penalty: 2147.600342
	Iteration 4Q: 3 clusters Score -91738.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -91774.179688 Penalty: 2147.600342
	Iteration 5Q: 3 clusters Score -91774.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91808.039062 Penalty: 2147.600342
	Iteration 6Q: 3 clusters Score -91808.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -91834.945312 Penalty: 2147.600342
	Iteration 7Q: 3 clusters Score -91834.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91856.609375 Penalty: 2147.600342
	Iteration 8Q: 3 clusters Score -91856.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -91868.695312 Penalty: 2147.600342
	Iteration 9Q: 3 clusters Score -91868.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91890.796875 Penalty: 2147.600342
	Iteration 10Q: 3 clusters Score -91890.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -91908.859375 Penalty: 2147.600342
	Iteration 11Q: 3 clusters Score -91908.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -91940.664062 Penalty: 2147.600342
	Iteration 12Q: 3 clusters Score -91940.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -91977.468750 Penalty: 2147.600342
	Iteration 13Q: 3 clusters Score -91977.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -91998.773438 Penalty: 2147.600342
	Iteration 14Q: 3 clusters Score -91998.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -92012.984375 Penalty: 2147.600342
	Iteration 15Q: 3 clusters Score -92012.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92022.976562 Penalty: 2147.600342
	Iteration 16Q: 3 clusters Score -92022.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -92037.898438 Penalty: 2147.600342
	Iteration 17Q: 3 clusters Score -92037.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -92044.367188 Penalty: 2147.600342
	Iteration 18Q: 3 clusters Score -92044.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -92046.718750 Penalty: 2147.600342
	Iteration 19Q: 3 clusters Score -92046.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -92049.843750 Penalty: 2147.600342
	Iteration 20F: 3 clusters Score -92049.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -92054.531250 Penalty: 2147.600342
	Iteration 21Q: 3 clusters Score -92054.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -92060.289062 Penalty: 2147.600342
	Iteration 22Q: 3 clusters Score -92060.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -92064.664062 Penalty: 2147.600342
	Iteration 23Q: 3 clusters Score -92064.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -92067.093750 Penalty: 2147.600342
	Iteration 24Q: 3 clusters Score -92067.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -92068.765625 Penalty: 2147.600342
	Iteration 25Q: 3 clusters Score -92068.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -92070.945312 Penalty: 2147.600342
	Iteration 26Q: 3 clusters Score -92070.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -92071.304688 Penalty: 2147.600342
	Iteration 27Q: 3 clusters Score -92071.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -92071.304688 Penalty: 2147.600342
	Iteration 28F: 3 clusters Score -92071.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (21865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Entering Unmasked Estep 
Score: -3338769.250000 Penalty: 1623.804443
	Iteration 0F: 2 clusters Score -3338769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -3324743.250000 Penalty: 3247.608887
	Iteration 0F: 3 clusters Score -3324743 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -3330272.500000 Penalty: 3247.608887
	Iteration 1F: 3 clusters Score -3330272 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3330659.250000 Penalty: 3247.608887
	Iteration 2Q: 3 clusters Score -3330659 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -3331095.500000 Penalty: 3247.608887
	Iteration 3F: 3 clusters Score -3331096 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -3331559.750000 Penalty: 3247.608887
	Iteration 4Q: 3 clusters Score -3331560 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3332061.000000 Penalty: 3247.608887
	Iteration 5F: 3 clusters Score -3332061 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -3332565.500000 Penalty: 3247.608887
	Iteration 6F: 3 clusters Score -3332566 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -3333080.500000 Penalty: 3247.608887
	Iteration 7Q: 3 clusters Score -3333080 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3333608.750000 Penalty: 3247.608887
	Iteration 8Q: 3 clusters Score -3333609 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -3334204.750000 Penalty: 3247.608887
	Iteration 9Q: 3 clusters Score -3334205 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -3334819.000000 Penalty: 3247.608887
	Iteration 10Q: 3 clusters Score -3334819 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -3335429.500000 Penalty: 3247.608887
	Iteration 11Q: 3 clusters Score -3335430 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -3335936.000000 Penalty: 3247.608887
	Iteration 12Q: 3 clusters Score -3335936 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -3336303.000000 Penalty: 3247.608887
	Iteration 13Q: 3 clusters Score -3336303 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -3336602.500000 Penalty: 3247.608887
	Iteration 14Q: 3 clusters Score -3336602 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -3336860.500000 Penalty: 3247.608887
	Iteration 15Q: 3 clusters Score -3336860 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -3337058.750000 Penalty: 3247.608887
	Iteration 16Q: 3 clusters Score -3337059 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -3337199.750000 Penalty: 3247.608887
	Iteration 17Q: 3 clusters Score -3337200 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -3337333.250000 Penalty: 3247.608887
	Iteration 18Q: 3 clusters Score -3337333 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -3337423.250000 Penalty: 3247.608887
	Iteration 19Q: 3 clusters Score -3337423 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -3337489.000000 Penalty: 3247.608887
	Iteration 20F: 3 clusters Score -3337489 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -3337529.000000 Penalty: 3247.608887
	Iteration 21Q: 3 clusters Score -3337529 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -3337549.000000 Penalty: 3247.608887
	Iteration 22Q: 3 clusters Score -3337549 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -3337583.250000 Penalty: 3247.608887
	Iteration 23Q: 3 clusters Score -3337583 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3337595.500000 Penalty: 3247.608887
	Iteration 24Q: 3 clusters Score -3337596 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -3337610.500000 Penalty: 3247.608887
	Iteration 25Q: 3 clusters Score -3337610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3337606.500000 Penalty: 3247.608887
	Iteration 26Q: 3 clusters Score -3337606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -3337611.500000 Penalty: 3247.608887
	Iteration 27Q: 3 clusters Score -3337612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -3337616.250000 Penalty: 3247.608887
	Iteration 28Q: 3 clusters Score -3337616 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -3337620.000000 Penalty: 3247.608887
	Iteration 29Q: 3 clusters Score -3337620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -3337630.250000 Penalty: 3247.608887
	Iteration 30Q: 3 clusters Score -3337630 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -3337629.000000 Penalty: 3247.608887
	Iteration 31Q: 3 clusters Score -3337629 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -3337635.250000 Penalty: 3247.608887
	Iteration 32Q: 3 clusters Score -3337635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -3337648.500000 Penalty: 3247.608887
	Iteration 33Q: 3 clusters Score -3337648 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -3337652.000000 Penalty: 3247.608887
	Iteration 34Q: 3 clusters Score -3337652 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -3337646.000000 Penalty: 3247.608887
	Iteration 35Q: 3 clusters Score -3337646 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -3337646.750000 Penalty: 3247.608887
	Iteration 36Q: 3 clusters Score -3337647 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -3337669.000000 Penalty: 3247.608887
	Iteration 37Q: 3 clusters Score -3337669 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -3337679.000000 Penalty: 3247.608887
	Iteration 38Q: 3 clusters Score -3337679 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -3337675.750000 Penalty: 3247.608887
	Iteration 39Q: 3 clusters Score -3337676 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -3337685.000000 Penalty: 3247.608887
	Iteration 40F: 3 clusters Score -3337685 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -3337695.500000 Penalty: 3247.608887
	Iteration 41Q: 3 clusters Score -3337696 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -3337706.750000 Penalty: 3247.608887
	Iteration 42Q: 3 clusters Score -3337707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -3337717.500000 Penalty: 3247.608887
	Iteration 43Q: 3 clusters Score -3337718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -3337716.500000 Penalty: 3247.608887
	Iteration 44Q: 3 clusters Score -3337716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -3337716.000000 Penalty: 3247.608887
	Iteration 45Q: 3 clusters Score -3337716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -3337711.500000 Penalty: 3247.608887
	Iteration 46Q: 3 clusters Score -3337712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -3337710.250000 Penalty: 3247.608887
	Iteration 47Q: 3 clusters Score -3337710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -3337718.500000 Penalty: 3247.608887
	Iteration 48Q: 3 clusters Score -3337718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -3337709.750000 Penalty: 3247.608887
	Iteration 49Q: 3 clusters Score -3337710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3337711.000000 Penalty: 3247.608887
	Iteration 50Q: 3 clusters Score -3337711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -3337714.000000 Penalty: 3247.608887
	Iteration 51Q: 3 clusters Score -3337714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -3337711.500000 Penalty: 3247.608887
	Iteration 52Q: 3 clusters Score -3337712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3337712.500000 Penalty: 3247.608887
	Iteration 53Q: 3 clusters Score -3337712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -3337712.250000 Penalty: 3247.608887
	Iteration 54Q: 3 clusters Score -3337712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -3337722.750000 Penalty: 3247.608887
	Iteration 55Q: 3 clusters Score -3337723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -3337721.000000 Penalty: 3247.608887
	Iteration 56Q: 3 clusters Score -3337721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -3337723.500000 Penalty: 3247.608887
	Iteration 57Q: 3 clusters Score -3337724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -3337719.250000 Penalty: 3247.608887
	Iteration 58Q: 3 clusters Score -3337719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -3337717.500000 Penalty: 3247.608887
	Iteration 59Q: 3 clusters Score -3337718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -3337721.000000 Penalty: 3247.608887
	Iteration 60F: 3 clusters Score -3337721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -3337719.250000 Penalty: 3247.608887
	Iteration 61Q: 3 clusters Score -3337719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -3337716.000000 Penalty: 3247.608887
	Iteration 62Q: 3 clusters Score -3337716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -3337717.000000 Penalty: 3247.608887
	Iteration 63Q: 3 clusters Score -3337717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -3337712.000000 Penalty: 3247.608887
	Iteration 64Q: 3 clusters Score -3337712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -3337711.250000 Penalty: 3247.608887
	Iteration 65Q: 3 clusters Score -3337711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -3337712.250000 Penalty: 3247.608887
	Iteration 66Q: 3 clusters Score -3337712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -3337711.750000 Penalty: 3247.608887
	Iteration 67Q: 3 clusters Score -3337712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3337711.250000 Penalty: 3247.608887
	Iteration 68Q: 3 clusters Score -3337711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -3337710.750000 Penalty: 3247.608887
	Iteration 69Q: 3 clusters Score -3337711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -3337708.000000 Penalty: 3247.608887
	Iteration 70Q: 3 clusters Score -3337708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -3337707.250000 Penalty: 3247.608887
	Iteration 71Q: 3 clusters Score -3337707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -3337707.500000 Penalty: 3247.608887
	Iteration 72Q: 3 clusters Score -3337708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -3337707.500000 Penalty: 3247.608887
	Iteration 73F: 3 clusters Score -3337708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (23101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Entering Unmasked Estep 
Score: -3513372.250000 Penalty: 1632.740112
	Iteration 0F: 2 clusters Score -3513372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -3498503.500000 Penalty: 3265.480225
	Iteration 0F: 3 clusters Score -3498504 nChanged 10459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -3504343.500000 Penalty: 3265.480225
	Iteration 1F: 3 clusters Score -3504344 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -3504823.750000 Penalty: 3265.480225
	Iteration 2F: 3 clusters Score -3504824 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -3505448.500000 Penalty: 3265.480225
	Iteration 3F: 3 clusters Score -3505448 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -3506140.000000 Penalty: 3265.480225
	Iteration 4F: 3 clusters Score -3506140 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3506771.000000 Penalty: 3265.480225
	Iteration 5F: 3 clusters Score -3506771 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3507373.250000 Penalty: 3265.480225
	Iteration 6F: 3 clusters Score -3507373 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -3507899.500000 Penalty: 3265.480225
	Iteration 7Q: 3 clusters Score -3507900 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -3508388.250000 Penalty: 3265.480225
	Iteration 8Q: 3 clusters Score -3508388 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -3508747.250000 Penalty: 3265.480225
	Iteration 9Q: 3 clusters Score -3508747 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -3509075.000000 Penalty: 3265.480225
	Iteration 10Q: 3 clusters Score -3509075 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -3509335.750000 Penalty: 3265.480225
	Iteration 11Q: 3 clusters Score -3509336 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -3509543.500000 Penalty: 3265.480225
	Iteration 12Q: 3 clusters Score -3509544 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -3509703.750000 Penalty: 3265.480225
	Iteration 13Q: 3 clusters Score -3509704 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -3509821.250000 Penalty: 3265.480225
	Iteration 14Q: 3 clusters Score -3509821 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -3509923.250000 Penalty: 3265.480225
	Iteration 15Q: 3 clusters Score -3509923 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -3509989.750000 Penalty: 3265.480225
	Iteration 16Q: 3 clusters Score -3509990 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -3510042.750000 Penalty: 3265.480225
	Iteration 17Q: 3 clusters Score -3510043 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -3510103.000000 Penalty: 3265.480225
	Iteration 18Q: 3 clusters Score -3510103 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3510148.750000 Penalty: 3265.480225
	Iteration 19Q: 3 clusters Score -3510149 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3510204.500000 Penalty: 3265.480225
	Iteration 20F: 3 clusters Score -3510204 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -3510248.250000 Penalty: 3265.480225
	Iteration 21Q: 3 clusters Score -3510248 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -3510277.750000 Penalty: 3265.480225
	Iteration 22Q: 3 clusters Score -3510278 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -3510300.000000 Penalty: 3265.480225
	Iteration 23Q: 3 clusters Score -3510300 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -3510312.500000 Penalty: 3265.480225
	Iteration 24Q: 3 clusters Score -3510312 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -3510354.500000 Penalty: 3265.480225
	Iteration 25Q: 3 clusters Score -3510354 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -3510390.250000 Penalty: 3265.480225
	Iteration 26Q: 3 clusters Score -3510390 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3510407.000000 Penalty: 3265.480225
	Iteration 27Q: 3 clusters Score -3510407 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3510441.500000 Penalty: 3265.480225
	Iteration 28Q: 3 clusters Score -3510442 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -3510479.750000 Penalty: 3265.480225
	Iteration 29Q: 3 clusters Score -3510480 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -3510530.750000 Penalty: 3265.480225
	Iteration 30Q: 3 clusters Score -3510531 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -3510559.500000 Penalty: 3265.480225
	Iteration 31Q: 3 clusters Score -3510560 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -3510609.500000 Penalty: 3265.480225
	Iteration 32Q: 3 clusters Score -3510610 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -3510653.750000 Penalty: 3265.480225
	Iteration 33Q: 3 clusters Score -3510654 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -3510699.750000 Penalty: 3265.480225
	Iteration 34Q: 3 clusters Score -3510700 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -3510730.000000 Penalty: 3265.480225
	Iteration 35Q: 3 clusters Score -3510730 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -3510754.750000 Penalty: 3265.480225
	Iteration 36Q: 3 clusters Score -3510755 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -3510796.500000 Penalty: 3265.480225
	Iteration 37Q: 3 clusters Score -3510796 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -3510853.750000 Penalty: 3265.480225
	Iteration 38Q: 3 clusters Score -3510854 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -3510890.500000 Penalty: 3265.480225
	Iteration 39Q: 3 clusters Score -3510890 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3510933.000000 Penalty: 3265.480225
	Iteration 40F: 3 clusters Score -3510933 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -3510965.750000 Penalty: 3265.480225
	Iteration 41Q: 3 clusters Score -3510966 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -3511013.500000 Penalty: 3265.480225
	Iteration 42Q: 3 clusters Score -3511014 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -3511041.500000 Penalty: 3265.480225
	Iteration 43Q: 3 clusters Score -3511042 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -3511077.000000 Penalty: 3265.480225
	Iteration 44Q: 3 clusters Score -3511077 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -3511102.500000 Penalty: 3265.480225
	Iteration 45Q: 3 clusters Score -3511102 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -3511121.750000 Penalty: 3265.480225
	Iteration 46Q: 3 clusters Score -3511122 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -3511152.500000 Penalty: 3265.480225
	Iteration 47Q: 3 clusters Score -3511152 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -3511182.500000 Penalty: 3265.480225
	Iteration 48Q: 3 clusters Score -3511182 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -3511208.250000 Penalty: 3265.480225
	Iteration 49Q: 3 clusters Score -3511208 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -3511212.000000 Penalty: 3265.480225
	Iteration 50Q: 3 clusters Score -3511212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3511216.750000 Penalty: 3265.480225
	Iteration 51Q: 3 clusters Score -3511217 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3511232.250000 Penalty: 3265.480225
	Iteration 52Q: 3 clusters Score -3511232 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3511235.750000 Penalty: 3265.480225
	Iteration 53Q: 3 clusters Score -3511236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -3511244.500000 Penalty: 3265.480225
	Iteration 54Q: 3 clusters Score -3511244 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -3511259.000000 Penalty: 3265.480225
	Iteration 55Q: 3 clusters Score -3511259 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -3511279.250000 Penalty: 3265.480225
	Iteration 56Q: 3 clusters Score -3511279 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -3511289.250000 Penalty: 3265.480225
	Iteration 57Q: 3 clusters Score -3511289 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -3511290.250000 Penalty: 3265.480225
	Iteration 58Q: 3 clusters Score -3511290 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -3511297.000000 Penalty: 3265.480225
	Iteration 59Q: 3 clusters Score -3511297 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -3511321.750000 Penalty: 3265.480225
	Iteration 60F: 3 clusters Score -3511322 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -3511331.250000 Penalty: 3265.480225
	Iteration 61Q: 3 clusters Score -3511331 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -3511352.000000 Penalty: 3265.480225
	Iteration 62Q: 3 clusters Score -3511352 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -3511338.750000 Penalty: 3265.480225
	Iteration 63Q: 3 clusters Score -3511339 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -3511344.000000 Penalty: 3265.480225
	Iteration 64Q: 3 clusters Score -3511344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3511348.750000 Penalty: 3265.480225
	Iteration 65Q: 3 clusters Score -3511349 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3511353.750000 Penalty: 3265.480225
	Iteration 66Q: 3 clusters Score -3511354 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -3511349.000000 Penalty: 3265.480225
	Iteration 67Q: 3 clusters Score -3511349 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3511341.750000 Penalty: 3265.480225
	Iteration 68Q: 3 clusters Score -3511342 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3511350.500000 Penalty: 3265.480225
	Iteration 69Q: 3 clusters Score -3511350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -3511361.250000 Penalty: 3265.480225
	Iteration 70Q: 3 clusters Score -3511361 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3511388.000000 Penalty: 3265.480225
	Iteration 71Q: 3 clusters Score -3511388 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -3511389.750000 Penalty: 3265.480225
	Iteration 72Q: 3 clusters Score -3511390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3511401.250000 Penalty: 3265.480225
	Iteration 73Q: 3 clusters Score -3511401 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3511422.750000 Penalty: 3265.480225
	Iteration 74Q: 3 clusters Score -3511423 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -3511427.000000 Penalty: 3265.480225
	Iteration 75Q: 3 clusters Score -3511427 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3511436.250000 Penalty: 3265.480225
	Iteration 76Q: 3 clusters Score -3511436 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -3511458.500000 Penalty: 3265.480225
	Iteration 77Q: 3 clusters Score -3511458 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -3511483.750000 Penalty: 3265.480225
	Iteration 78Q: 3 clusters Score -3511484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3511485.250000 Penalty: 3265.480225
	Iteration 79Q: 3 clusters Score -3511485 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3511493.500000 Penalty: 3265.480225
	Iteration 80F: 3 clusters Score -3511494 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3511509.750000 Penalty: 3265.480225
	Iteration 81Q: 3 clusters Score -3511510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3511525.750000 Penalty: 3265.480225
	Iteration 82Q: 3 clusters Score -3511526 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3511555.750000 Penalty: 3265.480225
	Iteration 83Q: 3 clusters Score -3511556 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -3511580.250000 Penalty: 3265.480225
	Iteration 84Q: 3 clusters Score -3511580 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3511592.250000 Penalty: 3265.480225
	Iteration 85Q: 3 clusters Score -3511592 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3511598.250000 Penalty: 3265.480225
	Iteration 86Q: 3 clusters Score -3511598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3511613.000000 Penalty: 3265.480225
	Iteration 87Q: 3 clusters Score -3511613 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3511617.000000 Penalty: 3265.480225
	Iteration 88Q: 3 clusters Score -3511617 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3511626.250000 Penalty: 3265.480225
	Iteration 89Q: 3 clusters Score -3511626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3511624.750000 Penalty: 3265.480225
	Iteration 90Q: 3 clusters Score -3511625 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3511632.250000 Penalty: 3265.480225
	Iteration 91Q: 3 clusters Score -3511632 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3511654.750000 Penalty: 3265.480225
	Iteration 92Q: 3 clusters Score -3511655 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3511666.000000 Penalty: 3265.480225
	Iteration 93Q: 3 clusters Score -3511666 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3511683.000000 Penalty: 3265.480225
	Iteration 94Q: 3 clusters Score -3511683 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3511711.000000 Penalty: 3265.480225
	Iteration 95Q: 3 clusters Score -3511711 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3511737.000000 Penalty: 3265.480225
	Iteration 96Q: 3 clusters Score -3511737 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3511772.500000 Penalty: 3265.480225
	Iteration 97Q: 3 clusters Score -3511772 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3511794.000000 Penalty: 3265.480225
	Iteration 98Q: 3 clusters Score -3511794 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3511823.000000 Penalty: 3265.480225
	Iteration 99Q: 3 clusters Score -3511823 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3511843.500000 Penalty: 3265.480225
	Iteration 100F: 3 clusters Score -3511844 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3511869.500000 Penalty: 3265.480225
	Iteration 101Q: 3 clusters Score -3511870 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3511892.500000 Penalty: 3265.480225
	Iteration 102Q: 3 clusters Score -3511892 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3511926.750000 Penalty: 3265.480225
	Iteration 103Q: 3 clusters Score -3511927 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3511939.750000 Penalty: 3265.480225
	Iteration 104Q: 3 clusters Score -3511940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3511957.750000 Penalty: 3265.480225
	Iteration 105Q: 3 clusters Score -3511958 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3511966.500000 Penalty: 3265.480225
	Iteration 106Q: 3 clusters Score -3511966 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3511980.500000 Penalty: 3265.480225
	Iteration 107Q: 3 clusters Score -3511980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3511996.250000 Penalty: 3265.480225
	Iteration 108Q: 3 clusters Score -3511996 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3512017.500000 Penalty: 3265.480225
	Iteration 109Q: 3 clusters Score -3512018 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3512026.250000 Penalty: 3265.480225
	Iteration 110Q: 3 clusters Score -3512026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3512040.750000 Penalty: 3265.480225
	Iteration 111Q: 3 clusters Score -3512041 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3512044.000000 Penalty: 3265.480225
	Iteration 112Q: 3 clusters Score -3512044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3512060.500000 Penalty: 3265.480225
	Iteration 113Q: 3 clusters Score -3512060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3512064.250000 Penalty: 3265.480225
	Iteration 114Q: 3 clusters Score -3512064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3512068.500000 Penalty: 3265.480225
	Iteration 115Q: 3 clusters Score -3512068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3512073.750000 Penalty: 3265.480225
	Iteration 116Q: 3 clusters Score -3512074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3512068.250000 Penalty: 3265.480225
	Iteration 117Q: 3 clusters Score -3512068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3512075.000000 Penalty: 3265.480225
	Iteration 118Q: 3 clusters Score -3512075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3512083.000000 Penalty: 3265.480225
	Iteration 119Q: 3 clusters Score -3512083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3512082.750000 Penalty: 3265.480225
	Iteration 120F: 3 clusters Score -3512083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3512086.750000 Penalty: 3265.480225
	Iteration 121Q: 3 clusters Score -3512087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3512094.250000 Penalty: 3265.480225
	Iteration 122Q: 3 clusters Score -3512094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3512104.000000 Penalty: 3265.480225
	Iteration 123Q: 3 clusters Score -3512104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3512102.250000 Penalty: 3265.480225
	Iteration 124Q: 3 clusters Score -3512102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3512114.000000 Penalty: 3265.480225
	Iteration 125Q: 3 clusters Score -3512114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3512122.500000 Penalty: 3265.480225
	Iteration 126Q: 3 clusters Score -3512122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3512137.750000 Penalty: 3265.480225
	Iteration 127Q: 3 clusters Score -3512138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3512138.750000 Penalty: 3265.480225
	Iteration 128Q: 3 clusters Score -3512139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3512153.500000 Penalty: 3265.480225
	Iteration 129Q: 3 clusters Score -3512154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3512156.250000 Penalty: 3265.480225
	Iteration 130Q: 3 clusters Score -3512156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3512172.000000 Penalty: 3265.480225
	Iteration 131Q: 3 clusters Score -3512172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3512177.000000 Penalty: 3265.480225
	Iteration 132Q: 3 clusters Score -3512177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3512176.500000 Penalty: 3265.480225
	Iteration 133Q: 3 clusters Score -3512176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3512176.500000 Penalty: 3265.480225
	Iteration 134Q: 3 clusters Score -3512176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3512188.000000 Penalty: 3265.480225
	Iteration 135Q: 3 clusters Score -3512188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3512194.750000 Penalty: 3265.480225
	Iteration 136Q: 3 clusters Score -3512195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3512202.250000 Penalty: 3265.480225
	Iteration 137Q: 3 clusters Score -3512202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3512202.500000 Penalty: 3265.480225
	Iteration 138Q: 3 clusters Score -3512202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3512199.250000 Penalty: 3265.480225
	Iteration 139Q: 3 clusters Score -3512199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3512202.000000 Penalty: 3265.480225
	Iteration 140F: 3 clusters Score -3512202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3512203.000000 Penalty: 3265.480225
	Iteration 141Q: 3 clusters Score -3512203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3512203.000000 Penalty: 3265.480225
	Iteration 142F: 3 clusters Score -3512203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (2024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Entering Unmasked Estep 
Score: -267937.125000 Penalty: 1237.085083
	Iteration 0F: 2 clusters Score -267937.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -265790.656250 Penalty: 2474.170166
	Iteration 0F: 3 clusters Score -265790.7 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -266246.687500 Penalty: 2474.170166
	Iteration 1F: 3 clusters Score -266246.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -266391.250000 Penalty: 2474.170166
	Iteration 2F: 3 clusters Score -266391.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -266535.781250 Penalty: 2474.170166
	Iteration 3F: 3 clusters Score -266535.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -266661.031250 Penalty: 2474.170166
	Iteration 4F: 3 clusters Score -266661 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -266761.125000 Penalty: 2474.170166
	Iteration 5Q: 3 clusters Score -266761.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -266827.718750 Penalty: 2474.170166
	Iteration 6Q: 3 clusters Score -266827.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -266860.156250 Penalty: 2474.170166
	Iteration 7Q: 3 clusters Score -266860.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -266879.656250 Penalty: 2474.170166
	Iteration 8Q: 3 clusters Score -266879.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -266900.406250 Penalty: 2474.170166
	Iteration 9Q: 3 clusters Score -266900.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -266920.562500 Penalty: 2474.170166
	Iteration 10Q: 3 clusters Score -266920.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -266936.250000 Penalty: 2474.170166
	Iteration 11Q: 3 clusters Score -266936.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -266948.593750 Penalty: 2474.170166
	Iteration 12Q: 3 clusters Score -266948.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -266959.125000 Penalty: 2474.170166
	Iteration 13Q: 3 clusters Score -266959.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -266975.437500 Penalty: 2474.170166
	Iteration 14Q: 3 clusters Score -266975.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -266985.625000 Penalty: 2474.170166
	Iteration 15Q: 3 clusters Score -266985.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -266994.843750 Penalty: 2474.170166
	Iteration 16Q: 3 clusters Score -266994.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -267003.718750 Penalty: 2474.170166
	Iteration 17Q: 3 clusters Score -267003.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -267011.687500 Penalty: 2474.170166
	Iteration 18Q: 3 clusters Score -267011.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -267015.437500 Penalty: 2474.170166
	Iteration 19Q: 3 clusters Score -267015.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -267020.312500 Penalty: 2474.170166
	Iteration 20F: 3 clusters Score -267020.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -267025.750000 Penalty: 2474.170166
	Iteration 21Q: 3 clusters Score -267025.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -267028.375000 Penalty: 2474.170166
	Iteration 22Q: 3 clusters Score -267028.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -267029.343750 Penalty: 2474.170166
	Iteration 23Q: 3 clusters Score -267029.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -267030.593750 Penalty: 2474.170166
	Iteration 24Q: 3 clusters Score -267030.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -267031.156250 Penalty: 2474.170166
	Iteration 25Q: 3 clusters Score -267031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -267032.281250 Penalty: 2474.170166
	Iteration 26Q: 3 clusters Score -267032.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -267033.250000 Penalty: 2474.170166
	Iteration 27Q: 3 clusters Score -267033.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -267033.687500 Penalty: 2474.170166
	Iteration 28Q: 3 clusters Score -267033.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -267034.812500 Penalty: 2474.170166
	Iteration 29Q: 3 clusters Score -267034.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -267035.156250 Penalty: 2474.170166
	Iteration 30Q: 3 clusters Score -267035.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -267035.156250 Penalty: 2474.170166
	Iteration 31F: 3 clusters Score -267035.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Entering Unmasked Estep 
Score: -428643.875000 Penalty: 1311.420654
	Iteration 0F: 2 clusters Score -428643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -425817.156250 Penalty: 2622.841309
	Iteration 0F: 3 clusters Score -425817.2 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -426514.812500 Penalty: 2622.841309
	Iteration 1F: 3 clusters Score -426514.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -426668.875000 Penalty: 2622.841309
	Iteration 2F: 3 clusters Score -426668.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -426762.562500 Penalty: 2622.841309
	Iteration 3F: 3 clusters Score -426762.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -426832.593750 Penalty: 2622.841309
	Iteration 4Q: 3 clusters Score -426832.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -426880.750000 Penalty: 2622.841309
	Iteration 5Q: 3 clusters Score -426880.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -426928.937500 Penalty: 2622.841309
	Iteration 6Q: 3 clusters Score -426928.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -426962.968750 Penalty: 2622.841309
	Iteration 7Q: 3 clusters Score -426963 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -426987.250000 Penalty: 2622.841309
	Iteration 8Q: 3 clusters Score -426987.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -427008.156250 Penalty: 2622.841309
	Iteration 9Q: 3 clusters Score -427008.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -427030.375000 Penalty: 2622.841309
	Iteration 10Q: 3 clusters Score -427030.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -427054.562500 Penalty: 2622.841309
	Iteration 11Q: 3 clusters Score -427054.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -427077.406250 Penalty: 2622.841309
	Iteration 12Q: 3 clusters Score -427077.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -427097.562500 Penalty: 2622.841309
	Iteration 13Q: 3 clusters Score -427097.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -427118.156250 Penalty: 2622.841309
	Iteration 14Q: 3 clusters Score -427118.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -427135.625000 Penalty: 2622.841309
	Iteration 15Q: 3 clusters Score -427135.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -427148.656250 Penalty: 2622.841309
	Iteration 16Q: 3 clusters Score -427148.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -427165.656250 Penalty: 2622.841309
	Iteration 17Q: 3 clusters Score -427165.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -427185.312500 Penalty: 2622.841309
	Iteration 18Q: 3 clusters Score -427185.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -427203.437500 Penalty: 2622.841309
	Iteration 19Q: 3 clusters Score -427203.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -427212.093750 Penalty: 2622.841309
	Iteration 20F: 3 clusters Score -427212.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -427221.781250 Penalty: 2622.841309
	Iteration 21Q: 3 clusters Score -427221.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -427233.000000 Penalty: 2622.841309
	Iteration 22Q: 3 clusters Score -427233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -427244.625000 Penalty: 2622.841309
	Iteration 23Q: 3 clusters Score -427244.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -427257.312500 Penalty: 2622.841309
	Iteration 24Q: 3 clusters Score -427257.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -427270.781250 Penalty: 2622.841309
	Iteration 25Q: 3 clusters Score -427270.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -427282.156250 Penalty: 2622.841309
	Iteration 26Q: 3 clusters Score -427282.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -427292.562500 Penalty: 2622.841309
	Iteration 27Q: 3 clusters Score -427292.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -427300.218750 Penalty: 2622.841309
	Iteration 28Q: 3 clusters Score -427300.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -427310.406250 Penalty: 2622.841309
	Iteration 29Q: 3 clusters Score -427310.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -427318.718750 Penalty: 2622.841309
	Iteration 30Q: 3 clusters Score -427318.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -427333.937500 Penalty: 2622.841309
	Iteration 31Q: 3 clusters Score -427333.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -427351.437500 Penalty: 2622.841309
	Iteration 32Q: 3 clusters Score -427351.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -427366.218750 Penalty: 2622.841309
	Iteration 33Q: 3 clusters Score -427366.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -427380.750000 Penalty: 2622.841309
	Iteration 34Q: 3 clusters Score -427380.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -427392.437500 Penalty: 2622.841309
	Iteration 35Q: 3 clusters Score -427392.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -427402.406250 Penalty: 2622.841309
	Iteration 36Q: 3 clusters Score -427402.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -427413.750000 Penalty: 2622.841309
	Iteration 37Q: 3 clusters Score -427413.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -427426.468750 Penalty: 2622.841309
	Iteration 38Q: 3 clusters Score -427426.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -427439.312500 Penalty: 2622.841309
	Iteration 39Q: 3 clusters Score -427439.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -427460.718750 Penalty: 2622.841309
	Iteration 40F: 3 clusters Score -427460.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -427473.968750 Penalty: 2622.841309
	Iteration 41Q: 3 clusters Score -427474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -427483.906250 Penalty: 2622.841309
	Iteration 42Q: 3 clusters Score -427483.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -427495.875000 Penalty: 2622.841309
	Iteration 43Q: 3 clusters Score -427495.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -427508.312500 Penalty: 2622.841309
	Iteration 44Q: 3 clusters Score -427508.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -427522.375000 Penalty: 2622.841309
	Iteration 45Q: 3 clusters Score -427522.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -427537.281250 Penalty: 2622.841309
	Iteration 46Q: 3 clusters Score -427537.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -427553.281250 Penalty: 2622.841309
	Iteration 47Q: 3 clusters Score -427553.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -427563.687500 Penalty: 2622.841309
	Iteration 48Q: 3 clusters Score -427563.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -427570.437500 Penalty: 2622.841309
	Iteration 49Q: 3 clusters Score -427570.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -427574.062500 Penalty: 2622.841309
	Iteration 50Q: 3 clusters Score -427574.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -427577.625000 Penalty: 2622.841309
	Iteration 51Q: 3 clusters Score -427577.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -427581.218750 Penalty: 2622.841309
	Iteration 52Q: 3 clusters Score -427581.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -427585.343750 Penalty: 2622.841309
	Iteration 53Q: 3 clusters Score -427585.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -427588.000000 Penalty: 2622.841309
	Iteration 54Q: 3 clusters Score -427588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -427594.093750 Penalty: 2622.841309
	Iteration 55Q: 3 clusters Score -427594.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -427599.656250 Penalty: 2622.841309
	Iteration 56Q: 3 clusters Score -427599.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -427604.281250 Penalty: 2622.841309
	Iteration 57Q: 3 clusters Score -427604.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -427608.843750 Penalty: 2622.841309
	Iteration 58Q: 3 clusters Score -427608.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -427613.406250 Penalty: 2622.841309
	Iteration 59Q: 3 clusters Score -427613.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -427616.812500 Penalty: 2622.841309
	Iteration 60F: 3 clusters Score -427616.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -427621.937500 Penalty: 2622.841309
	Iteration 61Q: 3 clusters Score -427621.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -427627.500000 Penalty: 2622.841309
	Iteration 62Q: 3 clusters Score -427627.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -427635.593750 Penalty: 2622.841309
	Iteration 63Q: 3 clusters Score -427635.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -427637.562500 Penalty: 2622.841309
	Iteration 64Q: 3 clusters Score -427637.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -427640.531250 Penalty: 2622.841309
	Iteration 65Q: 3 clusters Score -427640.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -427642.093750 Penalty: 2622.841309
	Iteration 66Q: 3 clusters Score -427642.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -427642.125000 Penalty: 2622.841309
	Iteration 67Q: 3 clusters Score -427642.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -427642.375000 Penalty: 2622.841309
	Iteration 68Q: 3 clusters Score -427642.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -427644.750000 Penalty: 2622.841309
	Iteration 69Q: 3 clusters Score -427644.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -427646.656250 Penalty: 2622.841309
	Iteration 70Q: 3 clusters Score -427646.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -427647.968750 Penalty: 2622.841309
	Iteration 71Q: 3 clusters Score -427648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -427648.093750 Penalty: 2622.841309
	Iteration 72Q: 3 clusters Score -427648.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -427648.812500 Penalty: 2622.841309
	Iteration 73Q: 3 clusters Score -427648.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -427648.812500 Penalty: 2622.841309
	Iteration 74F: 3 clusters Score -427648.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Entering Unmasked Estep 
Score: -373030.937500 Penalty: 1293.382324
	Iteration 0F: 2 clusters Score -373030.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -370388.687500 Penalty: 2586.764648
	Iteration 0F: 3 clusters Score -370388.7 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -370990.937500 Penalty: 2586.764648
	Iteration 1F: 3 clusters Score -370990.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -371105.781250 Penalty: 2586.764648
	Iteration 2F: 3 clusters Score -371105.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -371214.375000 Penalty: 2586.764648
	Iteration 3F: 3 clusters Score -371214.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -371313.031250 Penalty: 2586.764648
	Iteration 4Q: 3 clusters Score -371313 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -371395.750000 Penalty: 2586.764648
	Iteration 5Q: 3 clusters Score -371395.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -371459.750000 Penalty: 2586.764648
	Iteration 6Q: 3 clusters Score -371459.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -371492.500000 Penalty: 2586.764648
	Iteration 7Q: 3 clusters Score -371492.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -371530.781250 Penalty: 2586.764648
	Iteration 8Q: 3 clusters Score -371530.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -371566.781250 Penalty: 2586.764648
	Iteration 9Q: 3 clusters Score -371566.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -371596.031250 Penalty: 2586.764648
	Iteration 10Q: 3 clusters Score -371596 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -371612.812500 Penalty: 2586.764648
	Iteration 11Q: 3 clusters Score -371612.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -371629.593750 Penalty: 2586.764648
	Iteration 12Q: 3 clusters Score -371629.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -371651.125000 Penalty: 2586.764648
	Iteration 13Q: 3 clusters Score -371651.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -371667.062500 Penalty: 2586.764648
	Iteration 14Q: 3 clusters Score -371667.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -371683.937500 Penalty: 2586.764648
	Iteration 15Q: 3 clusters Score -371683.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -371700.062500 Penalty: 2586.764648
	Iteration 16Q: 3 clusters Score -371700.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -371715.156250 Penalty: 2586.764648
	Iteration 17Q: 3 clusters Score -371715.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -371727.625000 Penalty: 2586.764648
	Iteration 18Q: 3 clusters Score -371727.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -371737.593750 Penalty: 2586.764648
	Iteration 19Q: 3 clusters Score -371737.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -371746.937500 Penalty: 2586.764648
	Iteration 20F: 3 clusters Score -371746.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -371754.906250 Penalty: 2586.764648
	Iteration 21Q: 3 clusters Score -371754.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -371764.250000 Penalty: 2586.764648
	Iteration 22Q: 3 clusters Score -371764.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -371773.156250 Penalty: 2586.764648
	Iteration 23Q: 3 clusters Score -371773.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -371779.812500 Penalty: 2586.764648
	Iteration 24Q: 3 clusters Score -371779.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -371783.093750 Penalty: 2586.764648
	Iteration 25Q: 3 clusters Score -371783.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -371786.062500 Penalty: 2586.764648
	Iteration 26Q: 3 clusters Score -371786.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -371791.375000 Penalty: 2586.764648
	Iteration 27Q: 3 clusters Score -371791.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -371799.406250 Penalty: 2586.764648
	Iteration 28Q: 3 clusters Score -371799.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -371807.812500 Penalty: 2586.764648
	Iteration 29Q: 3 clusters Score -371807.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -371814.187500 Penalty: 2586.764648
	Iteration 30Q: 3 clusters Score -371814.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -371816.906250 Penalty: 2586.764648
	Iteration 31Q: 3 clusters Score -371816.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -371819.625000 Penalty: 2586.764648
	Iteration 32Q: 3 clusters Score -371819.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -371821.406250 Penalty: 2586.764648
	Iteration 33Q: 3 clusters Score -371821.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -371825.031250 Penalty: 2586.764648
	Iteration 34Q: 3 clusters Score -371825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -371830.937500 Penalty: 2586.764648
	Iteration 35Q: 3 clusters Score -371830.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -371837.968750 Penalty: 2586.764648
	Iteration 36Q: 3 clusters Score -371838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -371844.812500 Penalty: 2586.764648
	Iteration 37Q: 3 clusters Score -371844.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -371850.906250 Penalty: 2586.764648
	Iteration 38Q: 3 clusters Score -371850.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -371858.062500 Penalty: 2586.764648
	Iteration 39Q: 3 clusters Score -371858.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -371865.656250 Penalty: 2586.764648
	Iteration 40F: 3 clusters Score -371865.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -371870.562500 Penalty: 2586.764648
	Iteration 41Q: 3 clusters Score -371870.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -371874.656250 Penalty: 2586.764648
	Iteration 42Q: 3 clusters Score -371874.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -371877.781250 Penalty: 2586.764648
	Iteration 43Q: 3 clusters Score -371877.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -371879.718750 Penalty: 2586.764648
	Iteration 44Q: 3 clusters Score -371879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -371879.593750 Penalty: 2586.764648
	Iteration 45Q: 3 clusters Score -371879.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -371881.250000 Penalty: 2586.764648
	Iteration 46Q: 3 clusters Score -371881.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -371885.656250 Penalty: 2586.764648
	Iteration 47Q: 3 clusters Score -371885.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -371889.562500 Penalty: 2586.764648
	Iteration 48Q: 3 clusters Score -371889.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -371891.468750 Penalty: 2586.764648
	Iteration 49Q: 3 clusters Score -371891.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -371893.375000 Penalty: 2586.764648
	Iteration 50Q: 3 clusters Score -371893.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -371894.812500 Penalty: 2586.764648
	Iteration 51Q: 3 clusters Score -371894.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -371896.843750 Penalty: 2586.764648
	Iteration 52Q: 3 clusters Score -371896.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -371899.031250 Penalty: 2586.764648
	Iteration 53Q: 3 clusters Score -371899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -371902.281250 Penalty: 2586.764648
	Iteration 54Q: 3 clusters Score -371902.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -371904.625000 Penalty: 2586.764648
	Iteration 55Q: 3 clusters Score -371904.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -371908.062500 Penalty: 2586.764648
	Iteration 56Q: 3 clusters Score -371908.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -371913.250000 Penalty: 2586.764648
	Iteration 57Q: 3 clusters Score -371913.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -371916.687500 Penalty: 2586.764648
	Iteration 58Q: 3 clusters Score -371916.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -371919.281250 Penalty: 2586.764648
	Iteration 59Q: 3 clusters Score -371919.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -371924.625000 Penalty: 2586.764648
	Iteration 60F: 3 clusters Score -371924.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -371927.593750 Penalty: 2586.764648
	Iteration 61Q: 3 clusters Score -371927.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -371928.125000 Penalty: 2586.764648
	Iteration 62Q: 3 clusters Score -371928.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -371928.625000 Penalty: 2586.764648
	Iteration 63Q: 3 clusters Score -371928.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -371928.937500 Penalty: 2586.764648
	Iteration 64Q: 3 clusters Score -371928.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -371930.281250 Penalty: 2586.764648
	Iteration 65Q: 3 clusters Score -371930.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -371931.500000 Penalty: 2586.764648
	Iteration 66Q: 3 clusters Score -371931.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -371933.031250 Penalty: 2586.764648
	Iteration 67Q: 3 clusters Score -371933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -371934.968750 Penalty: 2586.764648
	Iteration 68Q: 3 clusters Score -371935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -371936.187500 Penalty: 2586.764648
	Iteration 69Q: 3 clusters Score -371936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -371937.593750 Penalty: 2586.764648
	Iteration 70Q: 3 clusters Score -371937.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -371937.906250 Penalty: 2586.764648
	Iteration 71Q: 3 clusters Score -371937.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -371940.562500 Penalty: 2586.764648
	Iteration 72Q: 3 clusters Score -371940.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -371942.531250 Penalty: 2586.764648
	Iteration 73Q: 3 clusters Score -371942.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -371943.156250 Penalty: 2586.764648
	Iteration 74Q: 3 clusters Score -371943.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -371943.156250 Penalty: 2586.764648
	Iteration 75F: 3 clusters Score -371943.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (6854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Entering Unmasked Estep 
Score: -1038403.250000 Penalty: 1435.295410
	Iteration 0F: 2 clusters Score -1038403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1033242.812500 Penalty: 2870.590820
	Iteration 0F: 3 clusters Score -1033243 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1034844.187500 Penalty: 2870.590820
	Iteration 1F: 3 clusters Score -1034844 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1035084.625000 Penalty: 2870.590820
	Iteration 2F: 3 clusters Score -1035085 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1035284.062500 Penalty: 2870.590820
	Iteration 3F: 3 clusters Score -1035284 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1035438.437500 Penalty: 2870.590820
	Iteration 4Q: 3 clusters Score -1035438 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1035543.062500 Penalty: 2870.590820
	Iteration 5Q: 3 clusters Score -1035543 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1035637.187500 Penalty: 2870.590820
	Iteration 6Q: 3 clusters Score -1035637 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1035722.250000 Penalty: 2870.590820
	Iteration 7Q: 3 clusters Score -1035722 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1035803.375000 Penalty: 2870.590820
	Iteration 8Q: 3 clusters Score -1035803 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1035892.687500 Penalty: 2870.590820
	Iteration 9Q: 3 clusters Score -1035893 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1035983.187500 Penalty: 2870.590820
	Iteration 10Q: 3 clusters Score -1035983 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1036079.312500 Penalty: 2870.590820
	Iteration 11Q: 3 clusters Score -1036079 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1036190.875000 Penalty: 2870.590820
	Iteration 12Q: 3 clusters Score -1036191 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1036285.062500 Penalty: 2870.590820
	Iteration 13Q: 3 clusters Score -1036285 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1036386.625000 Penalty: 2870.590820
	Iteration 14Q: 3 clusters Score -1036387 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1036496.562500 Penalty: 2870.590820
	Iteration 15Q: 3 clusters Score -1036497 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1036611.000000 Penalty: 2870.590820
	Iteration 16Q: 3 clusters Score -1036611 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1036713.625000 Penalty: 2870.590820
	Iteration 17Q: 3 clusters Score -1036714 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1036798.875000 Penalty: 2870.590820
	Iteration 18Q: 3 clusters Score -1036799 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1036892.125000 Penalty: 2870.590820
	Iteration 19Q: 3 clusters Score -1036892 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1036959.625000 Penalty: 2870.590820
	Iteration 20F: 3 clusters Score -1036960 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1037025.562500 Penalty: 2870.590820
	Iteration 21Q: 3 clusters Score -1037026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1037071.875000 Penalty: 2870.590820
	Iteration 22Q: 3 clusters Score -1037072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1037103.625000 Penalty: 2870.590820
	Iteration 23Q: 3 clusters Score -1037104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1037122.875000 Penalty: 2870.590820
	Iteration 24Q: 3 clusters Score -1037123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1037138.375000 Penalty: 2870.590820
	Iteration 25Q: 3 clusters Score -1037138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1037152.812500 Penalty: 2870.590820
	Iteration 26Q: 3 clusters Score -1037153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1037162.812500 Penalty: 2870.590820
	Iteration 27Q: 3 clusters Score -1037163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1037169.500000 Penalty: 2870.590820
	Iteration 28Q: 3 clusters Score -1037170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1037174.562500 Penalty: 2870.590820
	Iteration 29Q: 3 clusters Score -1037175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1037181.437500 Penalty: 2870.590820
	Iteration 30Q: 3 clusters Score -1037181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1037182.687500 Penalty: 2870.590820
	Iteration 31Q: 3 clusters Score -1037183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1037184.562500 Penalty: 2870.590820
	Iteration 32Q: 3 clusters Score -1037185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1037188.625000 Penalty: 2870.590820
	Iteration 33Q: 3 clusters Score -1037189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1037190.625000 Penalty: 2870.590820
	Iteration 34Q: 3 clusters Score -1037191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1037193.000000 Penalty: 2870.590820
	Iteration 35Q: 3 clusters Score -1037193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1037195.375000 Penalty: 2870.590820
	Iteration 36Q: 3 clusters Score -1037195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1037197.687500 Penalty: 2870.590820
	Iteration 37Q: 3 clusters Score -1037198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1037197.500000 Penalty: 2870.590820
	Iteration 38Q: 3 clusters Score -1037198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1037198.125000 Penalty: 2870.590820
	Iteration 39Q: 3 clusters Score -1037198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1037197.625000 Penalty: 2870.590820
	Iteration 40F: 3 clusters Score -1037198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1037199.437500 Penalty: 2870.590820
	Iteration 41Q: 3 clusters Score -1037199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1037199.125000 Penalty: 2870.590820
	Iteration 42Q: 3 clusters Score -1037199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1037199.687500 Penalty: 2870.590820
	Iteration 43Q: 3 clusters Score -1037200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1037200.062500 Penalty: 2870.590820
	Iteration 44Q: 3 clusters Score -1037200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1037200.750000 Penalty: 2870.590820
	Iteration 45Q: 3 clusters Score -1037201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1037200.750000 Penalty: 2870.590820
	Iteration 46F: 3 clusters Score -1037201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (9988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Entering Unmasked Estep 
Score: -1476776.500000 Penalty: 1496.485229
	Iteration 0F: 2 clusters Score -1476776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1469684.375000 Penalty: 2992.970459
	Iteration 0F: 3 clusters Score -1469684 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1472003.375000 Penalty: 2992.970459
	Iteration 1F: 3 clusters Score -1472003 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1472276.000000 Penalty: 2992.970459
	Iteration 2F: 3 clusters Score -1472276 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1472551.375000 Penalty: 2992.970459
	Iteration 3F: 3 clusters Score -1472551 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1472809.375000 Penalty: 2992.970459
	Iteration 4F: 3 clusters Score -1472809 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1473102.250000 Penalty: 2992.970459
	Iteration 5F: 3 clusters Score -1473102 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1473445.750000 Penalty: 2992.970459
	Iteration 6F: 3 clusters Score -1473446 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1473838.250000 Penalty: 2992.970459
	Iteration 7F: 3 clusters Score -1473838 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1474277.250000 Penalty: 2992.970459
	Iteration 8F: 3 clusters Score -1474277 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1474684.875000 Penalty: 2992.970459
	Iteration 9Q: 3 clusters Score -1474685 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1474994.125000 Penalty: 2992.970459
	Iteration 10Q: 3 clusters Score -1474994 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1475184.625000 Penalty: 2992.970459
	Iteration 11Q: 3 clusters Score -1475185 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1475286.000000 Penalty: 2992.970459
	Iteration 12Q: 3 clusters Score -1475286 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1475358.750000 Penalty: 2992.970459
	Iteration 13Q: 3 clusters Score -1475359 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1475397.125000 Penalty: 2992.970459
	Iteration 14Q: 3 clusters Score -1475397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1475431.000000 Penalty: 2992.970459
	Iteration 15Q: 3 clusters Score -1475431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1475449.375000 Penalty: 2992.970459
	Iteration 16Q: 3 clusters Score -1475449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1475459.000000 Penalty: 2992.970459
	Iteration 17Q: 3 clusters Score -1475459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1475469.625000 Penalty: 2992.970459
	Iteration 18Q: 3 clusters Score -1475470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1475479.375000 Penalty: 2992.970459
	Iteration 19Q: 3 clusters Score -1475479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1475483.375000 Penalty: 2992.970459
	Iteration 20F: 3 clusters Score -1475483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1475489.000000 Penalty: 2992.970459
	Iteration 21Q: 3 clusters Score -1475489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1475495.500000 Penalty: 2992.970459
	Iteration 22Q: 3 clusters Score -1475496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1475498.875000 Penalty: 2992.970459
	Iteration 23Q: 3 clusters Score -1475499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1475499.500000 Penalty: 2992.970459
	Iteration 24Q: 3 clusters Score -1475500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1475503.875000 Penalty: 2992.970459
	Iteration 25Q: 3 clusters Score -1475504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1475503.875000 Penalty: 2992.970459
	Iteration 26F: 3 clusters Score -1475504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -75280.500000 Penalty: 1045.352783
	Iteration 0F: 2 clusters Score -75280.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -74130.390625 Penalty: 2090.705566
	Iteration 0F: 3 clusters Score -74130.39 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74320.328125 Penalty: 2090.705566
	Iteration 1F: 3 clusters Score -74320.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74385.781250 Penalty: 2090.705566
	Iteration 2F: 3 clusters Score -74385.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74415.109375 Penalty: 2090.705566
	Iteration 3Q: 3 clusters Score -74415.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74437.796875 Penalty: 2090.705566
	Iteration 4Q: 3 clusters Score -74437.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74449.945312 Penalty: 2090.705566
	Iteration 5Q: 3 clusters Score -74449.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74464.570312 Penalty: 2090.705566
	Iteration 6Q: 3 clusters Score -74464.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74475.640625 Penalty: 2090.705566
	Iteration 7Q: 3 clusters Score -74475.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74502.062500 Penalty: 2090.705566
	Iteration 8Q: 3 clusters Score -74502.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -74519.570312 Penalty: 2090.705566
	Iteration 9Q: 3 clusters Score -74519.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74533.523438 Penalty: 2090.705566
	Iteration 10Q: 3 clusters Score -74533.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74543.023438 Penalty: 2090.705566
	Iteration 11Q: 3 clusters Score -74543.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -74555.085938 Penalty: 2090.705566
	Iteration 12Q: 3 clusters Score -74555.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -74574.703125 Penalty: 2090.705566
	Iteration 13Q: 3 clusters Score -74574.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -74586.125000 Penalty: 2090.705566
	Iteration 14Q: 3 clusters Score -74586.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -74604.601562 Penalty: 2090.705566
	Iteration 15Q: 3 clusters Score -74604.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -74616.460938 Penalty: 2090.705566
	Iteration 16Q: 3 clusters Score -74616.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -74628.632812 Penalty: 2090.705566
	Iteration 17Q: 3 clusters Score -74628.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -74637.476562 Penalty: 2090.705566
	Iteration 18Q: 3 clusters Score -74637.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -74643.546875 Penalty: 2090.705566
	Iteration 19Q: 3 clusters Score -74643.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -74645.312500 Penalty: 2090.705566
	Iteration 20F: 3 clusters Score -74645.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -74647.984375 Penalty: 2090.705566
	Iteration 21Q: 3 clusters Score -74647.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -74647.984375 Penalty: 2090.705566
	Iteration 22F: 3 clusters Score -74647.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (7045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Entering Unmasked Estep 
Score: -1070034.000000 Penalty: 1439.761841
	Iteration 0F: 2 clusters Score -1070034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1064779.000000 Penalty: 2879.523682
	Iteration 0F: 3 clusters Score -1064779 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1066374.750000 Penalty: 2879.523682
	Iteration 1F: 3 clusters Score -1066375 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1066566.125000 Penalty: 2879.523682
	Iteration 2F: 3 clusters Score -1066566 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1066718.125000 Penalty: 2879.523682
	Iteration 3Q: 3 clusters Score -1066718 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1066846.375000 Penalty: 2879.523682
	Iteration 4Q: 3 clusters Score -1066846 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1066967.875000 Penalty: 2879.523682
	Iteration 5Q: 3 clusters Score -1066968 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1067066.625000 Penalty: 2879.523682
	Iteration 6Q: 3 clusters Score -1067067 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1067159.625000 Penalty: 2879.523682
	Iteration 7Q: 3 clusters Score -1067160 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1067257.250000 Penalty: 2879.523682
	Iteration 8Q: 3 clusters Score -1067257 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1067341.750000 Penalty: 2879.523682
	Iteration 9Q: 3 clusters Score -1067342 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1067424.250000 Penalty: 2879.523682
	Iteration 10Q: 3 clusters Score -1067424 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1067494.250000 Penalty: 2879.523682
	Iteration 11Q: 3 clusters Score -1067494 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1067556.750000 Penalty: 2879.523682
	Iteration 12Q: 3 clusters Score -1067557 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1067627.625000 Penalty: 2879.523682
	Iteration 13Q: 3 clusters Score -1067628 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1067699.625000 Penalty: 2879.523682
	Iteration 14Q: 3 clusters Score -1067700 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1067775.750000 Penalty: 2879.523682
	Iteration 15Q: 3 clusters Score -1067776 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1067832.125000 Penalty: 2879.523682
	Iteration 16Q: 3 clusters Score -1067832 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1067882.125000 Penalty: 2879.523682
	Iteration 17Q: 3 clusters Score -1067882 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1067939.375000 Penalty: 2879.523682
	Iteration 18Q: 3 clusters Score -1067939 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1067999.250000 Penalty: 2879.523682
	Iteration 19Q: 3 clusters Score -1067999 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1068051.750000 Penalty: 2879.523682
	Iteration 20F: 3 clusters Score -1068052 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1068106.375000 Penalty: 2879.523682
	Iteration 21Q: 3 clusters Score -1068106 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1068182.875000 Penalty: 2879.523682
	Iteration 22Q: 3 clusters Score -1068183 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1068260.375000 Penalty: 2879.523682
	Iteration 23Q: 3 clusters Score -1068260 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1068341.000000 Penalty: 2879.523682
	Iteration 24Q: 3 clusters Score -1068341 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1068403.500000 Penalty: 2879.523682
	Iteration 25Q: 3 clusters Score -1068404 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1068452.250000 Penalty: 2879.523682
	Iteration 26Q: 3 clusters Score -1068452 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1068498.750000 Penalty: 2879.523682
	Iteration 27Q: 3 clusters Score -1068499 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1068544.000000 Penalty: 2879.523682
	Iteration 28Q: 3 clusters Score -1068544 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1068584.625000 Penalty: 2879.523682
	Iteration 29Q: 3 clusters Score -1068585 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1068615.125000 Penalty: 2879.523682
	Iteration 30Q: 3 clusters Score -1068615 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1068645.125000 Penalty: 2879.523682
	Iteration 31Q: 3 clusters Score -1068645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1068666.375000 Penalty: 2879.523682
	Iteration 32Q: 3 clusters Score -1068666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1068684.875000 Penalty: 2879.523682
	Iteration 33Q: 3 clusters Score -1068685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1068698.250000 Penalty: 2879.523682
	Iteration 34Q: 3 clusters Score -1068698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1068704.875000 Penalty: 2879.523682
	Iteration 35Q: 3 clusters Score -1068705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1068712.625000 Penalty: 2879.523682
	Iteration 36Q: 3 clusters Score -1068713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1068716.500000 Penalty: 2879.523682
	Iteration 37Q: 3 clusters Score -1068716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1068724.000000 Penalty: 2879.523682
	Iteration 38Q: 3 clusters Score -1068724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1068727.375000 Penalty: 2879.523682
	Iteration 39Q: 3 clusters Score -1068727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1068728.375000 Penalty: 2879.523682
	Iteration 40F: 3 clusters Score -1068728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1068731.500000 Penalty: 2879.523682
	Iteration 41Q: 3 clusters Score -1068732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1068731.500000 Penalty: 2879.523682
	Iteration 42Q: 3 clusters Score -1068732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1068732.125000 Penalty: 2879.523682
	Iteration 43Q: 3 clusters Score -1068732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1068732.875000 Penalty: 2879.523682
	Iteration 44Q: 3 clusters Score -1068733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1068732.875000 Penalty: 2879.523682
	Iteration 45F: 3 clusters Score -1068733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (21075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Entering Unmasked Estep 
Score: -3215615.000000 Penalty: 1617.824463
	Iteration 0F: 2 clusters Score -3215615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -3202912.500000 Penalty: 3235.648926
	Iteration 0F: 3 clusters Score -3202912 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -3208053.750000 Penalty: 3235.648926
	Iteration 1F: 3 clusters Score -3208054 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -3208318.000000 Penalty: 3235.648926
	Iteration 2Q: 3 clusters Score -3208318 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -3208621.000000 Penalty: 3235.648926
	Iteration 3Q: 3 clusters Score -3208621 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3208955.250000 Penalty: 3235.648926
	Iteration 4Q: 3 clusters Score -3208955 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3209285.250000 Penalty: 3235.648926
	Iteration 5Q: 3 clusters Score -3209285 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -3209630.750000 Penalty: 3235.648926
	Iteration 6Q: 3 clusters Score -3209631 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3209990.750000 Penalty: 3235.648926
	Iteration 7Q: 3 clusters Score -3209991 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3210407.250000 Penalty: 3235.648926
	Iteration 8Q: 3 clusters Score -3210407 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3210858.500000 Penalty: 3235.648926
	Iteration 9Q: 3 clusters Score -3210858 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3211315.250000 Penalty: 3235.648926
	Iteration 10Q: 3 clusters Score -3211315 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -3211831.750000 Penalty: 3235.648926
	Iteration 11Q: 3 clusters Score -3211832 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3212344.250000 Penalty: 3235.648926
	Iteration 12Q: 3 clusters Score -3212344 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -3212897.000000 Penalty: 3235.648926
	Iteration 13Q: 3 clusters Score -3212897 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -3213420.500000 Penalty: 3235.648926
	Iteration 14Q: 3 clusters Score -3213420 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -3213859.750000 Penalty: 3235.648926
	Iteration 15Q: 3 clusters Score -3213860 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3214231.000000 Penalty: 3235.648926
	Iteration 16Q: 3 clusters Score -3214231 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -3214483.000000 Penalty: 3235.648926
	Iteration 17Q: 3 clusters Score -3214483 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -3214620.750000 Penalty: 3235.648926
	Iteration 18Q: 3 clusters Score -3214621 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -3214659.000000 Penalty: 3235.648926
	Iteration 19Q: 3 clusters Score -3214659 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -3214669.500000 Penalty: 3235.648926
	Iteration 20F: 3 clusters Score -3214670 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -3214678.750000 Penalty: 3235.648926
	Iteration 21Q: 3 clusters Score -3214679 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3214696.000000 Penalty: 3235.648926
	Iteration 22Q: 3 clusters Score -3214696 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -3214688.750000 Penalty: 3235.648926
	Iteration 23Q: 3 clusters Score -3214689 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -3214685.750000 Penalty: 3235.648926
	Iteration 24Q: 3 clusters Score -3214686 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -3214690.500000 Penalty: 3235.648926
	Iteration 25Q: 3 clusters Score -3214690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -3214700.000000 Penalty: 3235.648926
	Iteration 26Q: 3 clusters Score -3214700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -3214711.750000 Penalty: 3235.648926
	Iteration 27Q: 3 clusters Score -3214712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -3214715.750000 Penalty: 3235.648926
	Iteration 28Q: 3 clusters Score -3214716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -3214709.250000 Penalty: 3235.648926
	Iteration 29Q: 3 clusters Score -3214709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -3214703.250000 Penalty: 3235.648926
	Iteration 30Q: 3 clusters Score -3214703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -3214701.000000 Penalty: 3235.648926
	Iteration 31Q: 3 clusters Score -3214701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -3214710.000000 Penalty: 3235.648926
	Iteration 32Q: 3 clusters Score -3214710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -3214711.500000 Penalty: 3235.648926
	Iteration 33Q: 3 clusters Score -3214712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3214708.000000 Penalty: 3235.648926
	Iteration 34Q: 3 clusters Score -3214708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -3214707.750000 Penalty: 3235.648926
	Iteration 35Q: 3 clusters Score -3214708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -3214703.500000 Penalty: 3235.648926
	Iteration 36Q: 3 clusters Score -3214704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -3214706.000000 Penalty: 3235.648926
	Iteration 37Q: 3 clusters Score -3214706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -3214706.250000 Penalty: 3235.648926
	Iteration 38Q: 3 clusters Score -3214706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -3214703.750000 Penalty: 3235.648926
	Iteration 39Q: 3 clusters Score -3214704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -3214708.250000 Penalty: 3235.648926
	Iteration 40F: 3 clusters Score -3214708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -3214709.000000 Penalty: 3235.648926
	Iteration 41Q: 3 clusters Score -3214709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -3214707.000000 Penalty: 3235.648926
	Iteration 42Q: 3 clusters Score -3214707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -3214709.000000 Penalty: 3235.648926
	Iteration 43Q: 3 clusters Score -3214709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -3214711.500000 Penalty: 3235.648926
	Iteration 44Q: 3 clusters Score -3214712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -3214712.750000 Penalty: 3235.648926
	Iteration 45Q: 3 clusters Score -3214713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -3214714.750000 Penalty: 3235.648926
	Iteration 46Q: 3 clusters Score -3214715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -3214714.500000 Penalty: 3235.648926
	Iteration 47Q: 3 clusters Score -3214714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3214714.000000 Penalty: 3235.648926
	Iteration 48Q: 3 clusters Score -3214714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -3214715.000000 Penalty: 3235.648926
	Iteration 49Q: 3 clusters Score -3214715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -3214717.250000 Penalty: 3235.648926
	Iteration 50Q: 3 clusters Score -3214717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3214712.750000 Penalty: 3235.648926
	Iteration 51Q: 3 clusters Score -3214713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -3214719.000000 Penalty: 3235.648926
	Iteration 52Q: 3 clusters Score -3214719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -3214714.500000 Penalty: 3235.648926
	Iteration 53Q: 3 clusters Score -3214714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -3214715.750000 Penalty: 3235.648926
	Iteration 54Q: 3 clusters Score -3214716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -3214722.500000 Penalty: 3235.648926
	Iteration 55Q: 3 clusters Score -3214722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -3214720.750000 Penalty: 3235.648926
	Iteration 56Q: 3 clusters Score -3214721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -3214721.750000 Penalty: 3235.648926
	Iteration 57Q: 3 clusters Score -3214722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -3214717.500000 Penalty: 3235.648926
	Iteration 58Q: 3 clusters Score -3214718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -3214720.500000 Penalty: 3235.648926
	Iteration 59Q: 3 clusters Score -3214720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -3214724.000000 Penalty: 3235.648926
	Iteration 60F: 3 clusters Score -3214724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -3214724.750000 Penalty: 3235.648926
	Iteration 61Q: 3 clusters Score -3214725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3214723.500000 Penalty: 3235.648926
	Iteration 62Q: 3 clusters Score -3214724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -3214723.750000 Penalty: 3235.648926
	Iteration 63Q: 3 clusters Score -3214724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -3214724.750000 Penalty: 3235.648926
	Iteration 64Q: 3 clusters Score -3214725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -3214724.750000 Penalty: 3235.648926
	Iteration 65F: 3 clusters Score -3214725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (9400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Entering Unmasked Estep 
Score: -1420297.250000 Penalty: 1486.625610
	Iteration 0F: 2 clusters Score -1420297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1413463.375000 Penalty: 2973.251221
	Iteration 0F: 3 clusters Score -1413463 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1415721.500000 Penalty: 2973.251221
	Iteration 1F: 3 clusters Score -1415722 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1415933.125000 Penalty: 2973.251221
	Iteration 2F: 3 clusters Score -1415933 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1416091.500000 Penalty: 2973.251221
	Iteration 3Q: 3 clusters Score -1416092 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1416221.375000 Penalty: 2973.251221
	Iteration 4Q: 3 clusters Score -1416221 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1416329.625000 Penalty: 2973.251221
	Iteration 5Q: 3 clusters Score -1416330 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1416417.875000 Penalty: 2973.251221
	Iteration 6Q: 3 clusters Score -1416418 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1416519.250000 Penalty: 2973.251221
	Iteration 7Q: 3 clusters Score -1416519 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1416600.625000 Penalty: 2973.251221
	Iteration 8Q: 3 clusters Score -1416601 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1416700.250000 Penalty: 2973.251221
	Iteration 9Q: 3 clusters Score -1416700 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1416807.000000 Penalty: 2973.251221
	Iteration 10Q: 3 clusters Score -1416807 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1416933.500000 Penalty: 2973.251221
	Iteration 11Q: 3 clusters Score -1416934 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1417078.125000 Penalty: 2973.251221
	Iteration 12Q: 3 clusters Score -1417078 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1417253.875000 Penalty: 2973.251221
	Iteration 13Q: 3 clusters Score -1417254 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1417465.375000 Penalty: 2973.251221
	Iteration 14Q: 3 clusters Score -1417465 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1417691.375000 Penalty: 2973.251221
	Iteration 15Q: 3 clusters Score -1417691 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1417901.375000 Penalty: 2973.251221
	Iteration 16Q: 3 clusters Score -1417901 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1418096.750000 Penalty: 2973.251221
	Iteration 17Q: 3 clusters Score -1418097 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1418285.500000 Penalty: 2973.251221
	Iteration 18Q: 3 clusters Score -1418286 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1418443.250000 Penalty: 2973.251221
	Iteration 19Q: 3 clusters Score -1418443 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1418612.000000 Penalty: 2973.251221
	Iteration 20F: 3 clusters Score -1418612 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1418720.875000 Penalty: 2973.251221
	Iteration 21Q: 3 clusters Score -1418721 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1418805.500000 Penalty: 2973.251221
	Iteration 22Q: 3 clusters Score -1418806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1418873.000000 Penalty: 2973.251221
	Iteration 23Q: 3 clusters Score -1418873 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1418917.750000 Penalty: 2973.251221
	Iteration 24Q: 3 clusters Score -1418918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1418946.750000 Penalty: 2973.251221
	Iteration 25Q: 3 clusters Score -1418947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1418965.500000 Penalty: 2973.251221
	Iteration 26Q: 3 clusters Score -1418966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1418982.250000 Penalty: 2973.251221
	Iteration 27Q: 3 clusters Score -1418982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1418994.375000 Penalty: 2973.251221
	Iteration 28Q: 3 clusters Score -1418994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1418999.125000 Penalty: 2973.251221
	Iteration 29Q: 3 clusters Score -1418999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1419005.125000 Penalty: 2973.251221
	Iteration 30Q: 3 clusters Score -1419005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1419013.500000 Penalty: 2973.251221
	Iteration 31Q: 3 clusters Score -1419014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1419018.000000 Penalty: 2973.251221
	Iteration 32Q: 3 clusters Score -1419018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1419018.125000 Penalty: 2973.251221
	Iteration 33Q: 3 clusters Score -1419018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1419022.750000 Penalty: 2973.251221
	Iteration 34Q: 3 clusters Score -1419023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1419026.625000 Penalty: 2973.251221
	Iteration 35Q: 3 clusters Score -1419027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1419038.250000 Penalty: 2973.251221
	Iteration 36Q: 3 clusters Score -1419038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1419042.250000 Penalty: 2973.251221
	Iteration 37Q: 3 clusters Score -1419042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1419044.625000 Penalty: 2973.251221
	Iteration 38Q: 3 clusters Score -1419045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1419045.500000 Penalty: 2973.251221
	Iteration 39Q: 3 clusters Score -1419046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1419048.250000 Penalty: 2973.251221
	Iteration 40F: 3 clusters Score -1419048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1419049.625000 Penalty: 2973.251221
	Iteration 41Q: 3 clusters Score -1419050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1419056.250000 Penalty: 2973.251221
	Iteration 42Q: 3 clusters Score -1419056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1419056.250000 Penalty: 2973.251221
	Iteration 43F: 3 clusters Score -1419056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (19643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Entering Unmasked Estep 
Score: -3001316.500000 Penalty: 1606.389893
	Iteration 0F: 2 clusters Score -3001316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2989130.000000 Penalty: 3212.779785
	Iteration 0F: 3 clusters Score -2989130 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2994140.000000 Penalty: 3212.779785
	Iteration 1F: 3 clusters Score -2994140 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2994503.500000 Penalty: 3212.779785
	Iteration 2F: 3 clusters Score -2994504 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2994884.250000 Penalty: 3212.779785
	Iteration 3Q: 3 clusters Score -2994884 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2995269.500000 Penalty: 3212.779785
	Iteration 4Q: 3 clusters Score -2995270 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2995656.500000 Penalty: 3212.779785
	Iteration 5Q: 3 clusters Score -2995656 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2996064.500000 Penalty: 3212.779785
	Iteration 6Q: 3 clusters Score -2996064 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2996408.750000 Penalty: 3212.779785
	Iteration 7Q: 3 clusters Score -2996409 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2996718.250000 Penalty: 3212.779785
	Iteration 8Q: 3 clusters Score -2996718 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2996951.000000 Penalty: 3212.779785
	Iteration 9Q: 3 clusters Score -2996951 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2997144.500000 Penalty: 3212.779785
	Iteration 10Q: 3 clusters Score -2997144 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2997306.000000 Penalty: 3212.779785
	Iteration 11Q: 3 clusters Score -2997306 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2997436.000000 Penalty: 3212.779785
	Iteration 12Q: 3 clusters Score -2997436 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2997555.750000 Penalty: 3212.779785
	Iteration 13Q: 3 clusters Score -2997556 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2997660.500000 Penalty: 3212.779785
	Iteration 14Q: 3 clusters Score -2997660 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2997793.000000 Penalty: 3212.779785
	Iteration 15Q: 3 clusters Score -2997793 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2997949.000000 Penalty: 3212.779785
	Iteration 16Q: 3 clusters Score -2997949 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2998099.250000 Penalty: 3212.779785
	Iteration 17Q: 3 clusters Score -2998099 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2998279.000000 Penalty: 3212.779785
	Iteration 18Q: 3 clusters Score -2998279 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2998451.750000 Penalty: 3212.779785
	Iteration 19Q: 3 clusters Score -2998452 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2998683.000000 Penalty: 3212.779785
	Iteration 20F: 3 clusters Score -2998683 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2998915.250000 Penalty: 3212.779785
	Iteration 21Q: 3 clusters Score -2998915 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2999136.000000 Penalty: 3212.779785
	Iteration 22Q: 3 clusters Score -2999136 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2999360.750000 Penalty: 3212.779785
	Iteration 23Q: 3 clusters Score -2999361 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2999534.250000 Penalty: 3212.779785
	Iteration 24Q: 3 clusters Score -2999534 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2999709.750000 Penalty: 3212.779785
	Iteration 25Q: 3 clusters Score -2999710 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2999872.250000 Penalty: 3212.779785
	Iteration 26Q: 3 clusters Score -2999872 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3000009.750000 Penalty: 3212.779785
	Iteration 27Q: 3 clusters Score -3000010 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3000096.750000 Penalty: 3212.779785
	Iteration 28Q: 3 clusters Score -3000097 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3000147.250000 Penalty: 3212.779785
	Iteration 29Q: 3 clusters Score -3000147 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3000175.500000 Penalty: 3212.779785
	Iteration 30Q: 3 clusters Score -3000176 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3000196.500000 Penalty: 3212.779785
	Iteration 31Q: 3 clusters Score -3000196 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3000210.250000 Penalty: 3212.779785
	Iteration 32Q: 3 clusters Score -3000210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3000217.500000 Penalty: 3212.779785
	Iteration 33Q: 3 clusters Score -3000218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3000220.000000 Penalty: 3212.779785
	Iteration 34Q: 3 clusters Score -3000220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3000228.250000 Penalty: 3212.779785
	Iteration 35Q: 3 clusters Score -3000228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3000246.250000 Penalty: 3212.779785
	Iteration 36Q: 3 clusters Score -3000246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3000251.500000 Penalty: 3212.779785
	Iteration 37Q: 3 clusters Score -3000252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3000254.500000 Penalty: 3212.779785
	Iteration 38Q: 3 clusters Score -3000254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3000259.750000 Penalty: 3212.779785
	Iteration 39Q: 3 clusters Score -3000260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3000261.000000 Penalty: 3212.779785
	Iteration 40F: 3 clusters Score -3000261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3000265.500000 Penalty: 3212.779785
	Iteration 41Q: 3 clusters Score -3000266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3000273.000000 Penalty: 3212.779785
	Iteration 42Q: 3 clusters Score -3000273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3000284.500000 Penalty: 3212.779785
	Iteration 43Q: 3 clusters Score -3000284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3000286.000000 Penalty: 3212.779785
	Iteration 44Q: 3 clusters Score -3000286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3000287.250000 Penalty: 3212.779785
	Iteration 45Q: 3 clusters Score -3000287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3000292.500000 Penalty: 3212.779785
	Iteration 46Q: 3 clusters Score -3000292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3000299.500000 Penalty: 3212.779785
	Iteration 47Q: 3 clusters Score -3000300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3000300.750000 Penalty: 3212.779785
	Iteration 48Q: 3 clusters Score -3000301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3000304.250000 Penalty: 3212.779785
	Iteration 49Q: 3 clusters Score -3000304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3000304.750000 Penalty: 3212.779785
	Iteration 50Q: 3 clusters Score -3000305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3000305.000000 Penalty: 3212.779785
	Iteration 51Q: 3 clusters Score -3000305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3000300.500000 Penalty: 3212.779785
	Iteration 52Q: 3 clusters Score -3000300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3000298.000000 Penalty: 3212.779785
	Iteration 53Q: 3 clusters Score -3000298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3000301.500000 Penalty: 3212.779785
	Iteration 54Q: 3 clusters Score -3000302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3000301.500000 Penalty: 3212.779785
	Iteration 55F: 3 clusters Score -3000302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Entering Unmasked Estep 
Score: -163818.968750 Penalty: 1171.397583
	Iteration 0F: 2 clusters Score -163819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -162165.015625 Penalty: 2342.795166
	Iteration 0F: 3 clusters Score -162165 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -162552.515625 Penalty: 2342.795166
	Iteration 1F: 3 clusters Score -162552.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -162659.796875 Penalty: 2342.795166
	Iteration 2F: 3 clusters Score -162659.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -162740.187500 Penalty: 2342.795166
	Iteration 3F: 3 clusters Score -162740.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -162790.625000 Penalty: 2342.795166
	Iteration 4Q: 3 clusters Score -162790.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -162827.281250 Penalty: 2342.795166
	Iteration 5Q: 3 clusters Score -162827.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -162864.703125 Penalty: 2342.795166
	Iteration 6Q: 3 clusters Score -162864.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -162910.312500 Penalty: 2342.795166
	Iteration 7Q: 3 clusters Score -162910.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -162950.296875 Penalty: 2342.795166
	Iteration 8Q: 3 clusters Score -162950.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -162969.671875 Penalty: 2342.795166
	Iteration 9Q: 3 clusters Score -162969.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -162993.984375 Penalty: 2342.795166
	Iteration 10Q: 3 clusters Score -162994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -163014.359375 Penalty: 2342.795166
	Iteration 11Q: 3 clusters Score -163014.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -163026.656250 Penalty: 2342.795166
	Iteration 12Q: 3 clusters Score -163026.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -163032.734375 Penalty: 2342.795166
	Iteration 13Q: 3 clusters Score -163032.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -163041.812500 Penalty: 2342.795166
	Iteration 14Q: 3 clusters Score -163041.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -163047.187500 Penalty: 2342.795166
	Iteration 15Q: 3 clusters Score -163047.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -163051.796875 Penalty: 2342.795166
	Iteration 16Q: 3 clusters Score -163051.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -163061.437500 Penalty: 2342.795166
	Iteration 17Q: 3 clusters Score -163061.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -163066.281250 Penalty: 2342.795166
	Iteration 18Q: 3 clusters Score -163066.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -163068.109375 Penalty: 2342.795166
	Iteration 19Q: 3 clusters Score -163068.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -163071.500000 Penalty: 2342.795166
	Iteration 20F: 3 clusters Score -163071.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -163073.859375 Penalty: 2342.795166
	Iteration 21Q: 3 clusters Score -163073.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -163073.859375 Penalty: 2342.795166
	Iteration 22F: 3 clusters Score -163073.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (2193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Entering Unmasked Estep 
Score: -307965.968750 Penalty: 1250.116699
	Iteration 0F: 2 clusters Score -307966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -305754.156250 Penalty: 2500.233398
	Iteration 0F: 3 clusters Score -305754.2 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -306249.187500 Penalty: 2500.233398
	Iteration 1F: 3 clusters Score -306249.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -306385.781250 Penalty: 2500.233398
	Iteration 2F: 3 clusters Score -306385.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -306490.937500 Penalty: 2500.233398
	Iteration 3F: 3 clusters Score -306490.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -306584.375000 Penalty: 2500.233398
	Iteration 4F: 3 clusters Score -306584.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -306650.062500 Penalty: 2500.233398
	Iteration 5Q: 3 clusters Score -306650.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -306707.187500 Penalty: 2500.233398
	Iteration 6Q: 3 clusters Score -306707.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -306744.625000 Penalty: 2500.233398
	Iteration 7Q: 3 clusters Score -306744.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -306772.187500 Penalty: 2500.233398
	Iteration 8Q: 3 clusters Score -306772.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -306796.531250 Penalty: 2500.233398
	Iteration 9Q: 3 clusters Score -306796.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -306810.281250 Penalty: 2500.233398
	Iteration 10Q: 3 clusters Score -306810.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -306826.593750 Penalty: 2500.233398
	Iteration 11Q: 3 clusters Score -306826.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -306833.875000 Penalty: 2500.233398
	Iteration 12Q: 3 clusters Score -306833.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -306838.593750 Penalty: 2500.233398
	Iteration 13Q: 3 clusters Score -306838.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -306842.156250 Penalty: 2500.233398
	Iteration 14Q: 3 clusters Score -306842.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -306844.093750 Penalty: 2500.233398
	Iteration 15Q: 3 clusters Score -306844.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -306851.406250 Penalty: 2500.233398
	Iteration 16Q: 3 clusters Score -306851.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -306855.937500 Penalty: 2500.233398
	Iteration 17Q: 3 clusters Score -306855.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -306857.531250 Penalty: 2500.233398
	Iteration 18Q: 3 clusters Score -306857.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -306859.625000 Penalty: 2500.233398
	Iteration 19Q: 3 clusters Score -306859.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -306859.625000 Penalty: 2500.233398
	Iteration 20F: 3 clusters Score -306859.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -141776.171875 Penalty: 1142.082764
	Iteration 0F: 2 clusters Score -141776.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -140237.953125 Penalty: 2284.165527
	Iteration 0F: 3 clusters Score -140238 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -140588.250000 Penalty: 2284.165527
	Iteration 1F: 3 clusters Score -140588.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -140719.406250 Penalty: 2284.165527
	Iteration 2F: 3 clusters Score -140719.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -140814.390625 Penalty: 2284.165527
	Iteration 3F: 3 clusters Score -140814.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -140914.828125 Penalty: 2284.165527
	Iteration 4F: 3 clusters Score -140914.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -140990.765625 Penalty: 2284.165527
	Iteration 5Q: 3 clusters Score -140990.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -141048.343750 Penalty: 2284.165527
	Iteration 6Q: 3 clusters Score -141048.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -141091.171875 Penalty: 2284.165527
	Iteration 7Q: 3 clusters Score -141091.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -141125.781250 Penalty: 2284.165527
	Iteration 8Q: 3 clusters Score -141125.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -141162.875000 Penalty: 2284.165527
	Iteration 9Q: 3 clusters Score -141162.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -141195.343750 Penalty: 2284.165527
	Iteration 10Q: 3 clusters Score -141195.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -141230.015625 Penalty: 2284.165527
	Iteration 11Q: 3 clusters Score -141230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -141248.625000 Penalty: 2284.165527
	Iteration 12Q: 3 clusters Score -141248.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -141258.000000 Penalty: 2284.165527
	Iteration 13Q: 3 clusters Score -141258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -141264.890625 Penalty: 2284.165527
	Iteration 14Q: 3 clusters Score -141264.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -141274.750000 Penalty: 2284.165527
	Iteration 15Q: 3 clusters Score -141274.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -141285.984375 Penalty: 2284.165527
	Iteration 16Q: 3 clusters Score -141286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -141291.390625 Penalty: 2284.165527
	Iteration 17Q: 3 clusters Score -141291.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -141292.828125 Penalty: 2284.165527
	Iteration 18Q: 3 clusters Score -141292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -141295.109375 Penalty: 2284.165527
	Iteration 19Q: 3 clusters Score -141295.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -141297.171875 Penalty: 2284.165527
	Iteration 20F: 3 clusters Score -141297.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -141298.671875 Penalty: 2284.165527
	Iteration 21Q: 3 clusters Score -141298.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -141298.671875 Penalty: 2284.165527
	Iteration 22F: 3 clusters Score -141298.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (22565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Entering Unmasked Estep 
Score: -3450737.500000 Penalty: 1628.925293
	Iteration 0F: 2 clusters Score -3450738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -3436658.750000 Penalty: 3257.850586
	Iteration 0F: 3 clusters Score -3436659 nChanged 10258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -3442427.000000 Penalty: 3257.850586
	Iteration 1F: 3 clusters Score -3442427 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -3442996.250000 Penalty: 3257.850586
	Iteration 2F: 3 clusters Score -3442996 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3443686.750000 Penalty: 3257.850586
	Iteration 3F: 3 clusters Score -3443687 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -3444553.250000 Penalty: 3257.850586
	Iteration 4F: 3 clusters Score -3444553 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -3445537.250000 Penalty: 3257.850586
	Iteration 5F: 3 clusters Score -3445537 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -3446574.750000 Penalty: 3257.850586
	Iteration 6F: 3 clusters Score -3446575 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3447567.000000 Penalty: 3257.850586
	Iteration 7F: 3 clusters Score -3447567 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3448281.000000 Penalty: 3257.850586
	Iteration 8Q: 3 clusters Score -3448281 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3448737.750000 Penalty: 3257.850586
	Iteration 9Q: 3 clusters Score -3448738 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3449025.750000 Penalty: 3257.850586
	Iteration 10Q: 3 clusters Score -3449026 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3449159.000000 Penalty: 3257.850586
	Iteration 11Q: 3 clusters Score -3449159 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3449254.250000 Penalty: 3257.850586
	Iteration 12Q: 3 clusters Score -3449254 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3449314.500000 Penalty: 3257.850586
	Iteration 13Q: 3 clusters Score -3449314 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3449355.750000 Penalty: 3257.850586
	Iteration 14Q: 3 clusters Score -3449356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3449391.750000 Penalty: 3257.850586
	Iteration 15Q: 3 clusters Score -3449392 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3449414.750000 Penalty: 3257.850586
	Iteration 16Q: 3 clusters Score -3449415 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3449434.750000 Penalty: 3257.850586
	Iteration 17Q: 3 clusters Score -3449435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3449449.500000 Penalty: 3257.850586
	Iteration 18Q: 3 clusters Score -3449450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3449464.750000 Penalty: 3257.850586
	Iteration 19Q: 3 clusters Score -3449465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3449487.250000 Penalty: 3257.850586
	Iteration 20F: 3 clusters Score -3449487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3449504.250000 Penalty: 3257.850586
	Iteration 21Q: 3 clusters Score -3449504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3449510.750000 Penalty: 3257.850586
	Iteration 22Q: 3 clusters Score -3449511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3449521.250000 Penalty: 3257.850586
	Iteration 23Q: 3 clusters Score -3449521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3449532.250000 Penalty: 3257.850586
	Iteration 24Q: 3 clusters Score -3449532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3449535.750000 Penalty: 3257.850586
	Iteration 25Q: 3 clusters Score -3449536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3449542.750000 Penalty: 3257.850586
	Iteration 26Q: 3 clusters Score -3449543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3449541.250000 Penalty: 3257.850586
	Iteration 27Q: 3 clusters Score -3449541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3449541.500000 Penalty: 3257.850586
	Iteration 28Q: 3 clusters Score -3449542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3449536.250000 Penalty: 3257.850586
	Iteration 29Q: 3 clusters Score -3449536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3449532.000000 Penalty: 3257.850586
	Iteration 30Q: 3 clusters Score -3449532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3449532.500000 Penalty: 3257.850586
	Iteration 31Q: 3 clusters Score -3449532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3449535.500000 Penalty: 3257.850586
	Iteration 32Q: 3 clusters Score -3449536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3449534.750000 Penalty: 3257.850586
	Iteration 33Q: 3 clusters Score -3449535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3449538.000000 Penalty: 3257.850586
	Iteration 34Q: 3 clusters Score -3449538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3449536.000000 Penalty: 3257.850586
	Iteration 35Q: 3 clusters Score -3449536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3449541.750000 Penalty: 3257.850586
	Iteration 36Q: 3 clusters Score -3449542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3449536.500000 Penalty: 3257.850586
	Iteration 37Q: 3 clusters Score -3449536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3449540.250000 Penalty: 3257.850586
	Iteration 38Q: 3 clusters Score -3449540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3449543.750000 Penalty: 3257.850586
	Iteration 39Q: 3 clusters Score -3449544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3449543.250000 Penalty: 3257.850586
	Iteration 40F: 3 clusters Score -3449543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3449545.250000 Penalty: 3257.850586
	Iteration 41Q: 3 clusters Score -3449545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3449545.750000 Penalty: 3257.850586
	Iteration 42Q: 3 clusters Score -3449546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3449547.500000 Penalty: 3257.850586
	Iteration 43Q: 3 clusters Score -3449548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3449549.000000 Penalty: 3257.850586
	Iteration 44Q: 3 clusters Score -3449549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3449547.500000 Penalty: 3257.850586
	Iteration 45Q: 3 clusters Score -3449548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3449547.500000 Penalty: 3257.850586
	Iteration 46F: 3 clusters Score -3449548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (7767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Entering Unmasked Estep 
Score: -1176768.500000 Penalty: 1455.616455
	Iteration 0F: 2 clusters Score -1176768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1171026.250000 Penalty: 2911.232910
	Iteration 0F: 3 clusters Score -1171026 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1172866.875000 Penalty: 2911.232910
	Iteration 1F: 3 clusters Score -1172867 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1173122.875000 Penalty: 2911.232910
	Iteration 2F: 3 clusters Score -1173123 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1173325.000000 Penalty: 2911.232910
	Iteration 3F: 3 clusters Score -1173325 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1173522.625000 Penalty: 2911.232910
	Iteration 4Q: 3 clusters Score -1173523 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1173728.625000 Penalty: 2911.232910
	Iteration 5Q: 3 clusters Score -1173729 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1173956.500000 Penalty: 2911.232910
	Iteration 6Q: 3 clusters Score -1173956 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1174207.375000 Penalty: 2911.232910
	Iteration 7Q: 3 clusters Score -1174207 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1174451.375000 Penalty: 2911.232910
	Iteration 8Q: 3 clusters Score -1174451 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1174706.625000 Penalty: 2911.232910
	Iteration 9Q: 3 clusters Score -1174707 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1174932.875000 Penalty: 2911.232910
	Iteration 10Q: 3 clusters Score -1174933 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1175086.000000 Penalty: 2911.232910
	Iteration 11Q: 3 clusters Score -1175086 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1175212.875000 Penalty: 2911.232910
	Iteration 12Q: 3 clusters Score -1175213 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1175309.000000 Penalty: 2911.232910
	Iteration 13Q: 3 clusters Score -1175309 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1175359.000000 Penalty: 2911.232910
	Iteration 14Q: 3 clusters Score -1175359 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1175402.625000 Penalty: 2911.232910
	Iteration 15Q: 3 clusters Score -1175403 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1175433.875000 Penalty: 2911.232910
	Iteration 16Q: 3 clusters Score -1175434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1175469.875000 Penalty: 2911.232910
	Iteration 17Q: 3 clusters Score -1175470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1175487.375000 Penalty: 2911.232910
	Iteration 18Q: 3 clusters Score -1175487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1175505.375000 Penalty: 2911.232910
	Iteration 19Q: 3 clusters Score -1175505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1175518.000000 Penalty: 2911.232910
	Iteration 20F: 3 clusters Score -1175518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1175522.750000 Penalty: 2911.232910
	Iteration 21Q: 3 clusters Score -1175523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1175528.250000 Penalty: 2911.232910
	Iteration 22Q: 3 clusters Score -1175528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1175530.000000 Penalty: 2911.232910
	Iteration 23Q: 3 clusters Score -1175530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1175532.875000 Penalty: 2911.232910
	Iteration 24Q: 3 clusters Score -1175533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1175537.750000 Penalty: 2911.232910
	Iteration 25Q: 3 clusters Score -1175538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1175537.750000 Penalty: 2911.232910
	Iteration 26F: 3 clusters Score -1175538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 7190 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13984 members 
Mstep: Class 9 contains 16207 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2350 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 12579 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 20010 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19720 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18780 members 
Mstep: Class 31 contains 19661 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7348 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3390 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15902 members 
Mstep: Class 40 contains 9999 members 
Mstep: Class 41 contains 6754 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6085 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4014 members 
Mstep: Class 49 contains 14581 members 
Mstep: Class 50 contains 10369 members 
Mstep: Class 51 contains 19021 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7731 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18106 members 
Mstep: Class 61 contains 15401 members 
Mstep: Class 62 contains 8743 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16590 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 14950 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21865 members 
Mstep: Class 71 contains 23101 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6854 members 
Mstep: Class 76 contains 9988 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7045 members 
Mstep: Class 79 contains 21075 members 
Mstep: Class 80 contains 9400 members 
Mstep: Class 81 contains 19643 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2193 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22565 members 
Mstep: Class 86 contains 7767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942096.000000 Penalty: 183801.937500
Iteration 199Q: 86 clusters Score -8.59421e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 7189 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13983 members 
Mstep: Class 9 contains 16208 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2350 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 12579 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 19973 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19698 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8307 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18777 members 
Mstep: Class 31 contains 19664 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3391 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15889 members 
Mstep: Class 40 contains 10004 members 
Mstep: Class 41 contains 6755 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6089 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4044 members 
Mstep: Class 49 contains 14581 members 
Mstep: Class 50 contains 10371 members 
Mstep: Class 51 contains 19026 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7731 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18097 members 
Mstep: Class 61 contains 15399 members 
Mstep: Class 62 contains 8743 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16593 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 14985 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21863 members 
Mstep: Class 71 contains 23095 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6856 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7038 members 
Mstep: Class 79 contains 21093 members 
Mstep: Class 80 contains 9400 members 
Mstep: Class 81 contains 19626 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2193 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22572 members 
Mstep: Class 86 contains 7769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942184.000000 Penalty: 183801.937500
Iteration 200F: 86 clusters Score -8.594218e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13971 members 
Mstep: Class 9 contains 16210 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2351 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 12579 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 18 contains 19965 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19673 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8308 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18778 members 
Mstep: Class 31 contains 19670 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3391 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15873 members 
Mstep: Class 40 contains 10004 members 
Mstep: Class 41 contains 6755 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6094 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4072 members 
Mstep: Class 49 contains 14580 members 
Mstep: Class 50 contains 10372 members 
Mstep: Class 51 contains 19046 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7731 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18090 members 
Mstep: Class 61 contains 15398 members 
Mstep: Class 62 contains 8744 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16592 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15016 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21862 members 
Mstep: Class 71 contains 23092 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6856 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7031 members 
Mstep: Class 79 contains 21099 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 19592 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22575 members 
Mstep: Class 86 contains 7780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942224.000000 Penalty: 183801.937500
Iteration 201Q: 86 clusters Score -8.594222e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 16209 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2351 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 12579 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 18 contains 19939 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19667 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8309 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18781 members 
Mstep: Class 31 contains 19680 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3391 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15862 members 
Mstep: Class 40 contains 10005 members 
Mstep: Class 41 contains 6759 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6100 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4102 members 
Mstep: Class 49 contains 14581 members 
Mstep: Class 50 contains 10373 members 
Mstep: Class 51 contains 19059 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7732 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3400 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18083 members 
Mstep: Class 61 contains 15403 members 
Mstep: Class 62 contains 8744 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1006 members 
Mstep: Class 66 contains 16592 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15038 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21860 members 
Mstep: Class 71 contains 23082 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6857 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7024 members 
Mstep: Class 79 contains 21108 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 19555 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22581 members 
Mstep: Class 86 contains 7782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942136.000000 Penalty: 183801.937500
Iteration 202Q: 86 clusters Score -8.594214e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13955 members 
Mstep: Class 9 contains 16208 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2350 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 12579 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 18 contains 19917 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19662 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8306 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18781 members 
Mstep: Class 31 contains 19687 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3391 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15855 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6763 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6101 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4139 members 
Mstep: Class 49 contains 14580 members 
Mstep: Class 50 contains 10377 members 
Mstep: Class 51 contains 19064 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7734 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3400 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18073 members 
Mstep: Class 61 contains 15408 members 
Mstep: Class 62 contains 8744 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1007 members 
Mstep: Class 66 contains 16591 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15060 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21858 members 
Mstep: Class 71 contains 23076 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6860 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7022 members 
Mstep: Class 79 contains 21100 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 19527 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22590 members 
Mstep: Class 86 contains 7786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942176.000000 Penalty: 183801.937500
Iteration 203Q: 86 clusters Score -8.594218e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13951 members 
Mstep: Class 9 contains 16207 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2347 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2314 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12579 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 18 contains 19897 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19658 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18781 members 
Mstep: Class 31 contains 19693 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10019 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3391 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15848 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6763 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6104 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4177 members 
Mstep: Class 49 contains 14581 members 
Mstep: Class 50 contains 10380 members 
Mstep: Class 51 contains 19062 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7735 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3402 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18062 members 
Mstep: Class 61 contains 15409 members 
Mstep: Class 62 contains 8744 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16591 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15083 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21859 members 
Mstep: Class 71 contains 23069 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6863 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7019 members 
Mstep: Class 79 contains 21090 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 19507 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22598 members 
Mstep: Class 86 contains 7786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942288.000000 Penalty: 183801.937500
Iteration 204Q: 86 clusters Score -8.594229e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13943 members 
Mstep: Class 9 contains 16207 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12579 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 18 contains 19893 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19650 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18784 members 
Mstep: Class 31 contains 19697 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10019 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3391 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15843 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6761 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6108 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4206 members 
Mstep: Class 49 contains 14580 members 
Mstep: Class 50 contains 10380 members 
Mstep: Class 51 contains 19054 members 
Mstep: Class 52 contains 9909 members 
Mstep: Class 53 contains 7736 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3401 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18055 members 
Mstep: Class 61 contains 15409 members 
Mstep: Class 62 contains 8744 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16594 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15109 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21862 members 
Mstep: Class 71 contains 23062 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6867 members 
Mstep: Class 76 contains 9983 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7014 members 
Mstep: Class 79 contains 21078 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 19500 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22599 members 
Mstep: Class 86 contains 7782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942392.000000 Penalty: 183801.937500
Iteration 205Q: 86 clusters Score -8.594239e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13935 members 
Mstep: Class 9 contains 16206 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12580 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 18 contains 19892 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19635 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19703 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10019 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3391 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15835 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6764 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2588 members 
Mstep: Class 46 contains 6113 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4238 members 
Mstep: Class 49 contains 14583 members 
Mstep: Class 50 contains 10381 members 
Mstep: Class 51 contains 19046 members 
Mstep: Class 52 contains 9909 members 
Mstep: Class 53 contains 7736 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3400 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18047 members 
Mstep: Class 61 contains 15413 members 
Mstep: Class 62 contains 8744 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16593 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15139 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21870 members 
Mstep: Class 71 contains 23055 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6872 members 
Mstep: Class 76 contains 9983 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7007 members 
Mstep: Class 79 contains 21056 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 19489 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22598 members 
Mstep: Class 86 contains 7784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942424.000000 Penalty: 183801.937500
Iteration 206Q: 86 clusters Score -8.594242e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13931 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2347 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 18 contains 19904 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19632 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19706 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10019 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3391 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15821 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6765 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2588 members 
Mstep: Class 46 contains 6116 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4265 members 
Mstep: Class 49 contains 14585 members 
Mstep: Class 50 contains 10382 members 
Mstep: Class 51 contains 19038 members 
Mstep: Class 52 contains 9910 members 
Mstep: Class 53 contains 7735 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18035 members 
Mstep: Class 61 contains 15424 members 
Mstep: Class 62 contains 8744 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16593 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15167 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21878 members 
Mstep: Class 71 contains 23050 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6875 members 
Mstep: Class 76 contains 9983 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 7003 members 
Mstep: Class 79 contains 21029 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 19465 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22602 members 
Mstep: Class 86 contains 7778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942504.000000 Penalty: 183801.937500
Iteration 207Q: 86 clusters Score -8.59425e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13927 members 
Mstep: Class 9 contains 16206 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2347 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 18 contains 19919 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19630 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19709 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1945 members 
Mstep: Class 34 contains 10019 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3391 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15794 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6767 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6122 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4286 members 
Mstep: Class 49 contains 14586 members 
Mstep: Class 50 contains 10384 members 
Mstep: Class 51 contains 19025 members 
Mstep: Class 52 contains 9909 members 
Mstep: Class 53 contains 7734 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3401 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18027 members 
Mstep: Class 61 contains 15426 members 
Mstep: Class 62 contains 8744 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16593 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15196 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21882 members 
Mstep: Class 71 contains 23049 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6876 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6994 members 
Mstep: Class 79 contains 21018 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 19450 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22602 members 
Mstep: Class 86 contains 7774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942496.000000 Penalty: 183801.937500
Iteration 208Q: 86 clusters Score -8.59425e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7188 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13925 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2347 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 18 contains 19920 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19640 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8306 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18788 members 
Mstep: Class 31 contains 19716 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1945 members 
Mstep: Class 34 contains 10019 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3391 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15773 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6767 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6127 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4318 members 
Mstep: Class 49 contains 14587 members 
Mstep: Class 50 contains 10385 members 
Mstep: Class 51 contains 19017 members 
Mstep: Class 52 contains 9909 members 
Mstep: Class 53 contains 7732 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3401 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18017 members 
Mstep: Class 61 contains 15430 members 
Mstep: Class 62 contains 8744 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16592 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15219 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21885 members 
Mstep: Class 71 contains 23042 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6879 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6989 members 
Mstep: Class 79 contains 21004 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 19425 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22608 members 
Mstep: Class 86 contains 7770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942544.000000 Penalty: 183801.937500
Iteration 209Q: 86 clusters Score -8.594254e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7190 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13925 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2347 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 18 contains 19920 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19648 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18789 members 
Mstep: Class 31 contains 19716 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1945 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3392 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15752 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6767 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6132 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4345 members 
Mstep: Class 49 contains 14587 members 
Mstep: Class 50 contains 10385 members 
Mstep: Class 51 contains 19011 members 
Mstep: Class 52 contains 9908 members 
Mstep: Class 53 contains 7731 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3401 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18012 members 
Mstep: Class 61 contains 15429 members 
Mstep: Class 62 contains 8744 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16595 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15243 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21884 members 
Mstep: Class 71 contains 23040 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6879 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6983 members 
Mstep: Class 79 contains 20997 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 19399 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22615 members 
Mstep: Class 86 contains 7770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942592.000000 Penalty: 183801.937500
Iteration 210Q: 86 clusters Score -8.594259e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7190 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13922 members 
Mstep: Class 9 contains 16206 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12580 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 18 contains 19923 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19651 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18789 members 
Mstep: Class 31 contains 19716 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3392 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15735 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6767 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6138 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4374 members 
Mstep: Class 49 contains 14587 members 
Mstep: Class 50 contains 10385 members 
Mstep: Class 51 contains 18999 members 
Mstep: Class 52 contains 9909 members 
Mstep: Class 53 contains 7733 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3401 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18006 members 
Mstep: Class 61 contains 15434 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16596 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15269 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 23041 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6881 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6976 members 
Mstep: Class 79 contains 20984 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 19377 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2191 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22619 members 
Mstep: Class 86 contains 7772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942728.000000 Penalty: 183801.937500
Iteration 211Q: 86 clusters Score -8.594273e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7190 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12580 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 18 contains 19930 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19652 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18789 members 
Mstep: Class 31 contains 19716 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3392 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15723 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6767 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6146 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4399 members 
Mstep: Class 49 contains 14587 members 
Mstep: Class 50 contains 10384 members 
Mstep: Class 51 contains 18987 members 
Mstep: Class 52 contains 9910 members 
Mstep: Class 53 contains 7733 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3401 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 18002 members 
Mstep: Class 61 contains 15436 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16597 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15290 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21885 members 
Mstep: Class 71 contains 23046 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6881 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6962 members 
Mstep: Class 79 contains 20971 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 19364 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22623 members 
Mstep: Class 86 contains 7773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942680.000000 Penalty: 183801.937500
Iteration 212Q: 86 clusters Score -8.594268e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7190 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13908 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12576 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 18 contains 19933 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19664 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18789 members 
Mstep: Class 31 contains 19717 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3392 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15720 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6765 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6154 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4420 members 
Mstep: Class 49 contains 14587 members 
Mstep: Class 50 contains 10383 members 
Mstep: Class 51 contains 18976 members 
Mstep: Class 52 contains 9910 members 
Mstep: Class 53 contains 7733 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3401 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17999 members 
Mstep: Class 61 contains 15432 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16599 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15296 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21886 members 
Mstep: Class 71 contains 23054 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6881 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6947 members 
Mstep: Class 79 contains 20960 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 19354 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22625 members 
Mstep: Class 86 contains 7781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942688.000000 Penalty: 183801.937500
Iteration 213Q: 86 clusters Score -8.594269e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7191 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13900 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12576 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 19930 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19667 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18789 members 
Mstep: Class 31 contains 19715 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3392 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15712 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6765 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6153 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4450 members 
Mstep: Class 49 contains 14588 members 
Mstep: Class 50 contains 10384 members 
Mstep: Class 51 contains 18968 members 
Mstep: Class 52 contains 9909 members 
Mstep: Class 53 contains 7733 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3401 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17999 members 
Mstep: Class 61 contains 15430 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16601 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15312 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21887 members 
Mstep: Class 71 contains 23069 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6881 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6932 members 
Mstep: Class 79 contains 20949 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 19343 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22625 members 
Mstep: Class 86 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942608.000000 Penalty: 183801.937500
Iteration 214Q: 86 clusters Score -8.594261e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7190 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13894 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12576 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 19912 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19665 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18788 members 
Mstep: Class 31 contains 19714 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3392 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15704 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6765 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6153 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4476 members 
Mstep: Class 49 contains 14589 members 
Mstep: Class 50 contains 10386 members 
Mstep: Class 51 contains 18968 members 
Mstep: Class 52 contains 9908 members 
Mstep: Class 53 contains 7733 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3401 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17997 members 
Mstep: Class 61 contains 15426 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16604 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15326 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21887 members 
Mstep: Class 71 contains 23081 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6882 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6918 members 
Mstep: Class 79 contains 20953 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19325 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22625 members 
Mstep: Class 86 contains 7792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942560.000000 Penalty: 183801.937500
Iteration 215Q: 86 clusters Score -8.594256e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7190 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13888 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12576 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 18 contains 19897 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19677 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18788 members 
Mstep: Class 31 contains 19715 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3392 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15696 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6763 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6150 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4492 members 
Mstep: Class 49 contains 14588 members 
Mstep: Class 50 contains 10387 members 
Mstep: Class 51 contains 18954 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7733 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3402 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17998 members 
Mstep: Class 61 contains 15417 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16607 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15337 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21887 members 
Mstep: Class 71 contains 23086 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6881 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6912 members 
Mstep: Class 79 contains 20969 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19321 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22624 members 
Mstep: Class 86 contains 7795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942552.000000 Penalty: 183801.937500
Iteration 216Q: 86 clusters Score -8.594255e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7190 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13883 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12576 members 
Mstep: Class 17 contains 1538 members 
Mstep: Class 18 contains 19884 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19672 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18788 members 
Mstep: Class 31 contains 19715 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3392 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15684 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6763 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6148 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4505 members 
Mstep: Class 49 contains 14586 members 
Mstep: Class 50 contains 10388 members 
Mstep: Class 51 contains 18960 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7733 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3401 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17998 members 
Mstep: Class 61 contains 15414 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16611 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15350 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21887 members 
Mstep: Class 71 contains 23090 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6883 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6907 members 
Mstep: Class 79 contains 20982 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19306 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22623 members 
Mstep: Class 86 contains 7800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942616.000000 Penalty: 183801.937500
Iteration 217Q: 86 clusters Score -8.594262e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 7191 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13879 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12574 members 
Mstep: Class 17 contains 1539 members 
Mstep: Class 18 contains 19869 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19668 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18788 members 
Mstep: Class 31 contains 19717 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3392 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15675 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6765 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6149 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4522 members 
Mstep: Class 49 contains 14585 members 
Mstep: Class 50 contains 10390 members 
Mstep: Class 51 contains 18958 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7733 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3401 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17997 members 
Mstep: Class 61 contains 15414 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16615 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15363 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21887 members 
Mstep: Class 71 contains 23091 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6885 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6901 members 
Mstep: Class 79 contains 20988 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19298 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22623 members 
Mstep: Class 86 contains 7802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942560.000000 Penalty: 183801.937500
Iteration 218Q: 86 clusters Score -8.594256e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7190 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13879 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12573 members 
Mstep: Class 17 contains 1540 members 
Mstep: Class 18 contains 19855 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19656 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18788 members 
Mstep: Class 31 contains 19715 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3392 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15668 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6766 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6148 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4538 members 
Mstep: Class 49 contains 14582 members 
Mstep: Class 50 contains 10391 members 
Mstep: Class 51 contains 18958 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7733 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3401 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17997 members 
Mstep: Class 61 contains 15411 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16621 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15381 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21887 members 
Mstep: Class 71 contains 23094 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6885 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6897 members 
Mstep: Class 79 contains 20991 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19294 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22622 members 
Mstep: Class 86 contains 7805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942568.000000 Penalty: 183801.937500
Iteration 219Q: 86 clusters Score -8.594257e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7190 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13885 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12577 members 
Mstep: Class 17 contains 1542 members 
Mstep: Class 18 contains 19840 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19657 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18788 members 
Mstep: Class 31 contains 19711 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3392 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15661 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6763 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6144 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4552 members 
Mstep: Class 49 contains 14580 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18943 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7733 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3403 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15404 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16626 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15392 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21887 members 
Mstep: Class 71 contains 23096 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6885 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6894 members 
Mstep: Class 79 contains 20997 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19298 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22622 members 
Mstep: Class 86 contains 7809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942600.000000 Penalty: 183801.937500
Iteration 220F: 86 clusters Score -8.59426e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7190 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13890 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2344 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12576 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 19830 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19663 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18788 members 
Mstep: Class 31 contains 19710 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3392 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15652 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6763 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6142 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 4567 members 
Mstep: Class 49 contains 14580 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18937 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7733 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3403 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15403 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16629 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15396 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21887 members 
Mstep: Class 71 contains 23098 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6885 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6892 members 
Mstep: Class 79 contains 20995 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19292 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22622 members 
Mstep: Class 86 contains 7814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942632.000000 Penalty: 183801.937500
Iteration 221Q: 86 clusters Score -8.594263e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7191 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13892 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2344 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19837 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19664 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18788 members 
Mstep: Class 31 contains 19709 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15644 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6764 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6142 members 
Mstep: Class 47 contains 1754 members 
Mstep: Class 48 contains 4582 members 
Mstep: Class 49 contains 14578 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18942 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7733 members 
Mstep: Class 54 contains 1619 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3403 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15404 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16629 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15400 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21887 members 
Mstep: Class 71 contains 23102 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6886 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6888 members 
Mstep: Class 79 contains 20976 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19278 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22622 members 
Mstep: Class 86 contains 7816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942584.000000 Penalty: 183801.937500
Iteration 222Q: 86 clusters Score -8.594258e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13903 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19830 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19668 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18788 members 
Mstep: Class 31 contains 19709 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15642 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6766 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6142 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4602 members 
Mstep: Class 49 contains 14578 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18947 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7732 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3403 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15404 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1390 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16629 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15405 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21887 members 
Mstep: Class 71 contains 23103 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6885 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6886 members 
Mstep: Class 79 contains 20956 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19265 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22622 members 
Mstep: Class 86 contains 7814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942576.000000 Penalty: 183801.937500
Iteration 223Q: 86 clusters Score -8.594258e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7191 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13908 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19821 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19673 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18787 members 
Mstep: Class 31 contains 19709 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15633 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6766 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4622 members 
Mstep: Class 49 contains 14578 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18949 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3403 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15404 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16629 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15408 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21887 members 
Mstep: Class 71 contains 23105 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6884 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6883 members 
Mstep: Class 79 contains 20951 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19256 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22622 members 
Mstep: Class 86 contains 7814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942616.000000 Penalty: 183801.937500
Iteration 224Q: 86 clusters Score -8.594262e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7191 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13909 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19818 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19677 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18787 members 
Mstep: Class 31 contains 19709 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15622 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6764 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4643 members 
Mstep: Class 49 contains 14578 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18948 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7729 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3403 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15403 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16629 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15414 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23107 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6886 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6881 members 
Mstep: Class 79 contains 20943 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19247 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22622 members 
Mstep: Class 86 contains 7814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942688.000000 Penalty: 183801.937500
Iteration 225Q: 86 clusters Score -8.594269e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7191 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13911 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19817 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19677 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18787 members 
Mstep: Class 31 contains 19709 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15617 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6764 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4664 members 
Mstep: Class 49 contains 14578 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18951 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7729 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3403 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15400 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16629 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15417 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21887 members 
Mstep: Class 71 contains 23109 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6887 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6879 members 
Mstep: Class 79 contains 20926 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19242 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22623 members 
Mstep: Class 86 contains 7816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942624.000000 Penalty: 183801.937500
Iteration 226Q: 86 clusters Score -8.594262e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7191 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13920 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19800 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19674 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18787 members 
Mstep: Class 31 contains 19709 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15611 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6762 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4683 members 
Mstep: Class 49 contains 14578 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18963 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7729 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3403 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15393 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16629 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15419 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23111 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6889 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6877 members 
Mstep: Class 79 contains 20919 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19236 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22622 members 
Mstep: Class 86 contains 7818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942752.000000 Penalty: 183801.937500
Iteration 227Q: 86 clusters Score -8.594275e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7191 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13923 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19794 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19666 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19709 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15604 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6763 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4699 members 
Mstep: Class 49 contains 14578 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18977 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7729 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3403 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15385 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16629 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15425 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23114 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6888 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6874 members 
Mstep: Class 79 contains 20915 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19232 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942792.000000 Penalty: 183801.937500
Iteration 228Q: 86 clusters Score -8.594279e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7191 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13923 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2342 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19780 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19661 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19710 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15588 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6764 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4711 members 
Mstep: Class 49 contains 14578 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18986 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7729 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3403 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15377 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16629 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15433 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23114 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6890 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6873 members 
Mstep: Class 79 contains 20930 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19228 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942816.000000 Penalty: 183801.937500
Iteration 229Q: 86 clusters Score -8.594282e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7191 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13922 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2342 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2323 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19770 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19662 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19712 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15580 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6765 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4726 members 
Mstep: Class 49 contains 14578 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18984 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7729 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3403 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15371 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16629 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15438 members 
Mstep: Class 69 contains 741 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23114 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6891 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6871 members 
Mstep: Class 79 contains 20934 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19229 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942880.000000 Penalty: 183801.937500
Iteration 230Q: 86 clusters Score -8.594288e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 7191 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13918 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2342 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2323 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19747 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19662 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19714 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1942 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15579 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4744 members 
Mstep: Class 49 contains 14578 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18984 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7729 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3403 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15368 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16631 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15442 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23112 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6894 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6870 members 
Mstep: Class 79 contains 20939 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19226 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942896.000000 Penalty: 183801.937500
Iteration 231Q: 86 clusters Score -8.59429e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7191 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13922 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2323 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12579 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19744 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19665 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19717 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15576 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6769 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4764 members 
Mstep: Class 49 contains 14578 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18983 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7729 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3403 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15364 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16631 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15447 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23110 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6893 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6868 members 
Mstep: Class 79 contains 20923 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19222 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942864.000000 Penalty: 183801.937500
Iteration 232Q: 86 clusters Score -8.594286e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7191 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13923 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2323 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12580 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19731 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19667 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19718 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15573 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6769 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4786 members 
Mstep: Class 49 contains 14577 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18983 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3403 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15362 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16632 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15450 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23107 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6892 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6867 members 
Mstep: Class 79 contains 20916 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19220 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942784.000000 Penalty: 183801.937500
Iteration 233Q: 86 clusters Score -8.594278e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7191 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13927 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2323 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19723 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19672 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19721 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15571 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4805 members 
Mstep: Class 49 contains 14577 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18983 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3403 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15353 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16630 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15450 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23105 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6891 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6867 members 
Mstep: Class 79 contains 20905 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19223 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942928.000000 Penalty: 183801.937500
Iteration 234Q: 86 clusters Score -8.594293e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13926 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19724 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19675 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19723 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15573 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6767 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4829 members 
Mstep: Class 49 contains 14577 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18982 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3403 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15346 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16629 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15449 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23105 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6890 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6866 members 
Mstep: Class 79 contains 20881 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19223 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942896.000000 Penalty: 183801.937500
Iteration 235Q: 86 clusters Score -8.59429e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13925 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19733 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19679 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19722 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15570 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4854 members 
Mstep: Class 49 contains 14578 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18975 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3403 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15335 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16630 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15451 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23105 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6891 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6865 members 
Mstep: Class 79 contains 20850 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19232 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942984.000000 Penalty: 183801.937500
Iteration 236Q: 86 clusters Score -8.594298e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13929 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19725 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19685 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19724 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15570 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6767 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4875 members 
Mstep: Class 49 contains 14578 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18970 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3403 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15325 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16631 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15457 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23104 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6891 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6863 members 
Mstep: Class 79 contains 20833 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19234 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942944.000000 Penalty: 183801.937500
Iteration 237Q: 86 clusters Score -8.594294e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13931 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19719 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19686 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19728 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15570 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6767 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4894 members 
Mstep: Class 49 contains 14577 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18971 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3401 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15318 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16632 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15469 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23103 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6891 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6860 members 
Mstep: Class 79 contains 20819 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19229 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942904.000000 Penalty: 183801.937500
Iteration 238Q: 86 clusters Score -8.59429e+07 nChanged 138
Entering ConstructFrom: 
Score: -85942904.000000 Penalty: 183801.937500
Entering ConstructFrom: 
Trying to split cluster 1 (3581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Entering Unmasked Estep 
Score: -487266.093750 Penalty: 1329.802002
	Iteration 0F: 2 clusters Score -487266.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -484197.593750 Penalty: 2659.604004
	Iteration 0F: 3 clusters Score -484197.6 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -485053.218750 Penalty: 2659.604004
	Iteration 1F: 3 clusters Score -485053.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -485222.281250 Penalty: 2659.604004
	Iteration 2F: 3 clusters Score -485222.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -485341.437500 Penalty: 2659.604004
	Iteration 3F: 3 clusters Score -485341.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -485458.937500 Penalty: 2659.604004
	Iteration 4Q: 3 clusters Score -485458.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -485595.812500 Penalty: 2659.604004
	Iteration 5Q: 3 clusters Score -485595.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -485739.437500 Penalty: 2659.604004
	Iteration 6Q: 3 clusters Score -485739.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -485885.687500 Penalty: 2659.604004
	Iteration 7Q: 3 clusters Score -485885.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -486033.156250 Penalty: 2659.604004
	Iteration 8Q: 3 clusters Score -486033.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -486183.500000 Penalty: 2659.604004
	Iteration 9Q: 3 clusters Score -486183.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -486303.156250 Penalty: 2659.604004
	Iteration 10Q: 3 clusters Score -486303.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -486394.625000 Penalty: 2659.604004
	Iteration 11Q: 3 clusters Score -486394.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -486467.156250 Penalty: 2659.604004
	Iteration 12Q: 3 clusters Score -486467.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -486524.906250 Penalty: 2659.604004
	Iteration 13Q: 3 clusters Score -486524.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -486579.625000 Penalty: 2659.604004
	Iteration 14Q: 3 clusters Score -486579.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -486629.343750 Penalty: 2659.604004
	Iteration 15Q: 3 clusters Score -486629.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -486663.500000 Penalty: 2659.604004
	Iteration 16Q: 3 clusters Score -486663.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -486692.062500 Penalty: 2659.604004
	Iteration 17Q: 3 clusters Score -486692.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -486712.062500 Penalty: 2659.604004
	Iteration 18Q: 3 clusters Score -486712.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -486726.656250 Penalty: 2659.604004
	Iteration 19Q: 3 clusters Score -486726.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -486736.750000 Penalty: 2659.604004
	Iteration 20F: 3 clusters Score -486736.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -486741.656250 Penalty: 2659.604004
	Iteration 21Q: 3 clusters Score -486741.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -486747.843750 Penalty: 2659.604004
	Iteration 22Q: 3 clusters Score -486747.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -486752.562500 Penalty: 2659.604004
	Iteration 23Q: 3 clusters Score -486752.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -486755.156250 Penalty: 2659.604004
	Iteration 24Q: 3 clusters Score -486755.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -486756.437500 Penalty: 2659.604004
	Iteration 25Q: 3 clusters Score -486756.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -486757.906250 Penalty: 2659.604004
	Iteration 26Q: 3 clusters Score -486757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -486757.875000 Penalty: 2659.604004
	Iteration 27Q: 3 clusters Score -486757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -486758.000000 Penalty: 2659.604004
	Iteration 28Q: 3 clusters Score -486758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -486758.000000 Penalty: 2659.604004
	Iteration 29F: 3 clusters Score -486758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -190474.125000 Penalty: 1163.763550
	Iteration 0F: 2 clusters Score -190474.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -188855.796875 Penalty: 2327.527100
	Iteration 0F: 3 clusters Score -188855.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -189173.343750 Penalty: 2327.527100
	Iteration 1F: 3 clusters Score -189173.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -189236.593750 Penalty: 2327.527100
	Iteration 2F: 3 clusters Score -189236.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -189266.718750 Penalty: 2327.527100
	Iteration 3Q: 3 clusters Score -189266.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -189281.703125 Penalty: 2327.527100
	Iteration 4Q: 3 clusters Score -189281.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -189288.890625 Penalty: 2327.527100
	Iteration 5Q: 3 clusters Score -189288.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -189291.156250 Penalty: 2327.527100
	Iteration 6Q: 3 clusters Score -189291.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -189292.359375 Penalty: 2327.527100
	Iteration 7Q: 3 clusters Score -189292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -189295.156250 Penalty: 2327.527100
	Iteration 8Q: 3 clusters Score -189295.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -189297.343750 Penalty: 2327.527100
	Iteration 9Q: 3 clusters Score -189297.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -189297.406250 Penalty: 2327.527100
	Iteration 10Q: 3 clusters Score -189297.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -189297.406250 Penalty: 2327.527100
	Iteration 11F: 3 clusters Score -189297.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Entering Unmasked Estep 
Score: -1042990.562500 Penalty: 1443.117798
	Iteration 0F: 2 clusters Score -1042991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1037665.812500 Penalty: 2886.235596
	Iteration 0F: 3 clusters Score -1037666 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1039363.875000 Penalty: 2886.235596
	Iteration 1F: 3 clusters Score -1039364 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1039587.937500 Penalty: 2886.235596
	Iteration 2F: 3 clusters Score -1039588 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1039762.187500 Penalty: 2886.235596
	Iteration 3F: 3 clusters Score -1039762 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1039898.312500 Penalty: 2886.235596
	Iteration 4Q: 3 clusters Score -1039898 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1040083.937500 Penalty: 2886.235596
	Iteration 5Q: 3 clusters Score -1040084 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1040272.500000 Penalty: 2886.235596
	Iteration 6Q: 3 clusters Score -1040272 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1040453.625000 Penalty: 2886.235596
	Iteration 7Q: 3 clusters Score -1040454 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1040651.562500 Penalty: 2886.235596
	Iteration 8Q: 3 clusters Score -1040652 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1040827.187500 Penalty: 2886.235596
	Iteration 9Q: 3 clusters Score -1040827 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1040972.562500 Penalty: 2886.235596
	Iteration 10Q: 3 clusters Score -1040973 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1041095.500000 Penalty: 2886.235596
	Iteration 11Q: 3 clusters Score -1041096 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1041217.250000 Penalty: 2886.235596
	Iteration 12Q: 3 clusters Score -1041217 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1041323.125000 Penalty: 2886.235596
	Iteration 13Q: 3 clusters Score -1041323 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1041425.000000 Penalty: 2886.235596
	Iteration 14Q: 3 clusters Score -1041425 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1041530.187500 Penalty: 2886.235596
	Iteration 15Q: 3 clusters Score -1041530 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1041650.875000 Penalty: 2886.235596
	Iteration 16Q: 3 clusters Score -1041651 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1041755.812500 Penalty: 2886.235596
	Iteration 17Q: 3 clusters Score -1041756 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1041864.500000 Penalty: 2886.235596
	Iteration 18Q: 3 clusters Score -1041864 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1041974.750000 Penalty: 2886.235596
	Iteration 19Q: 3 clusters Score -1041975 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1042072.812500 Penalty: 2886.235596
	Iteration 20F: 3 clusters Score -1042073 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1042150.562500 Penalty: 2886.235596
	Iteration 21Q: 3 clusters Score -1042151 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1042199.562500 Penalty: 2886.235596
	Iteration 22Q: 3 clusters Score -1042200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1042234.000000 Penalty: 2886.235596
	Iteration 23Q: 3 clusters Score -1042234 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1042272.062500 Penalty: 2886.235596
	Iteration 24Q: 3 clusters Score -1042272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1042298.062500 Penalty: 2886.235596
	Iteration 25Q: 3 clusters Score -1042298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1042322.562500 Penalty: 2886.235596
	Iteration 26Q: 3 clusters Score -1042323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1042329.687500 Penalty: 2886.235596
	Iteration 27Q: 3 clusters Score -1042330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1042336.000000 Penalty: 2886.235596
	Iteration 28Q: 3 clusters Score -1042336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1042342.687500 Penalty: 2886.235596
	Iteration 29Q: 3 clusters Score -1042343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1042346.937500 Penalty: 2886.235596
	Iteration 30Q: 3 clusters Score -1042347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1042349.125000 Penalty: 2886.235596
	Iteration 31Q: 3 clusters Score -1042349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1042351.437500 Penalty: 2886.235596
	Iteration 32Q: 3 clusters Score -1042351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1042350.750000 Penalty: 2886.235596
	Iteration 33Q: 3 clusters Score -1042351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1042352.000000 Penalty: 2886.235596
	Iteration 34Q: 3 clusters Score -1042352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1042354.625000 Penalty: 2886.235596
	Iteration 35Q: 3 clusters Score -1042355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1042353.750000 Penalty: 2886.235596
	Iteration 36Q: 3 clusters Score -1042354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1042354.312500 Penalty: 2886.235596
	Iteration 37Q: 3 clusters Score -1042354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1042355.437500 Penalty: 2886.235596
	Iteration 38Q: 3 clusters Score -1042355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1042356.625000 Penalty: 2886.235596
	Iteration 39Q: 3 clusters Score -1042357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1042358.562500 Penalty: 2886.235596
	Iteration 40F: 3 clusters Score -1042359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1042358.437500 Penalty: 2886.235596
	Iteration 41Q: 3 clusters Score -1042358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1042357.875000 Penalty: 2886.235596
	Iteration 42Q: 3 clusters Score -1042358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1042358.687500 Penalty: 2886.235596
	Iteration 43Q: 3 clusters Score -1042359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1042358.937500 Penalty: 2886.235596
	Iteration 44Q: 3 clusters Score -1042359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1042360.562500 Penalty: 2886.235596
	Iteration 45Q: 3 clusters Score -1042361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1042361.187500 Penalty: 2886.235596
	Iteration 46Q: 3 clusters Score -1042361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1042361.187500 Penalty: 2886.235596
	Iteration 47F: 3 clusters Score -1042361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Entering Unmasked Estep 
Score: -1900026.875000 Penalty: 1546.622681
	Iteration 0F: 2 clusters Score -1900027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1890766.750000 Penalty: 3093.245361
	Iteration 0F: 3 clusters Score -1890767 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1894228.875000 Penalty: 3093.245361
	Iteration 1F: 3 clusters Score -1894229 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1894709.625000 Penalty: 3093.245361
	Iteration 2F: 3 clusters Score -1894710 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1895147.375000 Penalty: 3093.245361
	Iteration 3F: 3 clusters Score -1895147 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1895530.875000 Penalty: 3093.245361
	Iteration 4F: 3 clusters Score -1895531 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1895870.875000 Penalty: 3093.245361
	Iteration 5Q: 3 clusters Score -1895871 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1896169.125000 Penalty: 3093.245361
	Iteration 6Q: 3 clusters Score -1896169 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1896405.375000 Penalty: 3093.245361
	Iteration 7Q: 3 clusters Score -1896405 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1896598.500000 Penalty: 3093.245361
	Iteration 8Q: 3 clusters Score -1896598 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1896767.375000 Penalty: 3093.245361
	Iteration 9Q: 3 clusters Score -1896767 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1896911.125000 Penalty: 3093.245361
	Iteration 10Q: 3 clusters Score -1896911 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1897065.750000 Penalty: 3093.245361
	Iteration 11Q: 3 clusters Score -1897066 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1897224.875000 Penalty: 3093.245361
	Iteration 12Q: 3 clusters Score -1897225 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1897382.000000 Penalty: 3093.245361
	Iteration 13Q: 3 clusters Score -1897382 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1897518.500000 Penalty: 3093.245361
	Iteration 14Q: 3 clusters Score -1897518 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1897613.625000 Penalty: 3093.245361
	Iteration 15Q: 3 clusters Score -1897614 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1897692.875000 Penalty: 3093.245361
	Iteration 16Q: 3 clusters Score -1897693 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1897727.125000 Penalty: 3093.245361
	Iteration 17Q: 3 clusters Score -1897727 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1897759.500000 Penalty: 3093.245361
	Iteration 18Q: 3 clusters Score -1897760 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1897770.375000 Penalty: 3093.245361
	Iteration 19Q: 3 clusters Score -1897770 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1897788.250000 Penalty: 3093.245361
	Iteration 20F: 3 clusters Score -1897788 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1897796.625000 Penalty: 3093.245361
	Iteration 21Q: 3 clusters Score -1897797 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1897810.375000 Penalty: 3093.245361
	Iteration 22Q: 3 clusters Score -1897810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1897819.750000 Penalty: 3093.245361
	Iteration 23Q: 3 clusters Score -1897820 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1897813.875000 Penalty: 3093.245361
	Iteration 24Q: 3 clusters Score -1897814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1897818.875000 Penalty: 3093.245361
	Iteration 25Q: 3 clusters Score -1897819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1897822.875000 Penalty: 3093.245361
	Iteration 26Q: 3 clusters Score -1897823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1897824.625000 Penalty: 3093.245361
	Iteration 27Q: 3 clusters Score -1897825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1897825.375000 Penalty: 3093.245361
	Iteration 28Q: 3 clusters Score -1897825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1897830.250000 Penalty: 3093.245361
	Iteration 29Q: 3 clusters Score -1897830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1897829.125000 Penalty: 3093.245361
	Iteration 30Q: 3 clusters Score -1897829 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1897837.750000 Penalty: 3093.245361
	Iteration 31Q: 3 clusters Score -1897838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1897842.250000 Penalty: 3093.245361
	Iteration 32Q: 3 clusters Score -1897842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1897844.250000 Penalty: 3093.245361
	Iteration 33Q: 3 clusters Score -1897844 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1897850.250000 Penalty: 3093.245361
	Iteration 34Q: 3 clusters Score -1897850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1897852.375000 Penalty: 3093.245361
	Iteration 35Q: 3 clusters Score -1897852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1897856.875000 Penalty: 3093.245361
	Iteration 36Q: 3 clusters Score -1897857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1897863.875000 Penalty: 3093.245361
	Iteration 37Q: 3 clusters Score -1897864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1897866.625000 Penalty: 3093.245361
	Iteration 38Q: 3 clusters Score -1897867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1897867.625000 Penalty: 3093.245361
	Iteration 39Q: 3 clusters Score -1897868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1897868.625000 Penalty: 3093.245361
	Iteration 40F: 3 clusters Score -1897869 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1897878.000000 Penalty: 3093.245361
	Iteration 41Q: 3 clusters Score -1897878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1897885.125000 Penalty: 3093.245361
	Iteration 42Q: 3 clusters Score -1897885 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1897890.000000 Penalty: 3093.245361
	Iteration 43Q: 3 clusters Score -1897890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1897894.000000 Penalty: 3093.245361
	Iteration 44Q: 3 clusters Score -1897894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1897895.125000 Penalty: 3093.245361
	Iteration 45Q: 3 clusters Score -1897895 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1897899.375000 Penalty: 3093.245361
	Iteration 46Q: 3 clusters Score -1897899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1897902.000000 Penalty: 3093.245361
	Iteration 47Q: 3 clusters Score -1897902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1897906.500000 Penalty: 3093.245361
	Iteration 48Q: 3 clusters Score -1897906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1897911.625000 Penalty: 3093.245361
	Iteration 49Q: 3 clusters Score -1897912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1897907.625000 Penalty: 3093.245361
	Iteration 50Q: 3 clusters Score -1897908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1897907.750000 Penalty: 3093.245361
	Iteration 51Q: 3 clusters Score -1897908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1897910.125000 Penalty: 3093.245361
	Iteration 52Q: 3 clusters Score -1897910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1897914.875000 Penalty: 3093.245361
	Iteration 53Q: 3 clusters Score -1897915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1897921.375000 Penalty: 3093.245361
	Iteration 54Q: 3 clusters Score -1897921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1897927.375000 Penalty: 3093.245361
	Iteration 55Q: 3 clusters Score -1897927 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1897931.625000 Penalty: 3093.245361
	Iteration 56Q: 3 clusters Score -1897932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1897937.875000 Penalty: 3093.245361
	Iteration 57Q: 3 clusters Score -1897938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1897938.125000 Penalty: 3093.245361
	Iteration 58Q: 3 clusters Score -1897938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1897943.750000 Penalty: 3093.245361
	Iteration 59Q: 3 clusters Score -1897944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1897946.375000 Penalty: 3093.245361
	Iteration 60F: 3 clusters Score -1897946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1897953.625000 Penalty: 3093.245361
	Iteration 61Q: 3 clusters Score -1897954 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1897961.625000 Penalty: 3093.245361
	Iteration 62Q: 3 clusters Score -1897962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1897968.625000 Penalty: 3093.245361
	Iteration 63Q: 3 clusters Score -1897969 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1897973.250000 Penalty: 3093.245361
	Iteration 64Q: 3 clusters Score -1897973 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1897976.750000 Penalty: 3093.245361
	Iteration 65Q: 3 clusters Score -1897977 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1897984.750000 Penalty: 3093.245361
	Iteration 66Q: 3 clusters Score -1897985 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1897998.000000 Penalty: 3093.245361
	Iteration 67Q: 3 clusters Score -1897998 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1898005.500000 Penalty: 3093.245361
	Iteration 68Q: 3 clusters Score -1898006 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1898014.875000 Penalty: 3093.245361
	Iteration 69Q: 3 clusters Score -1898015 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1898021.250000 Penalty: 3093.245361
	Iteration 70Q: 3 clusters Score -1898021 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1898036.375000 Penalty: 3093.245361
	Iteration 71Q: 3 clusters Score -1898036 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1898054.125000 Penalty: 3093.245361
	Iteration 72Q: 3 clusters Score -1898054 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1898067.000000 Penalty: 3093.245361
	Iteration 73Q: 3 clusters Score -1898067 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1898079.000000 Penalty: 3093.245361
	Iteration 74Q: 3 clusters Score -1898079 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1898094.500000 Penalty: 3093.245361
	Iteration 75Q: 3 clusters Score -1898094 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1898107.875000 Penalty: 3093.245361
	Iteration 76Q: 3 clusters Score -1898108 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1898126.375000 Penalty: 3093.245361
	Iteration 77Q: 3 clusters Score -1898126 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1898142.625000 Penalty: 3093.245361
	Iteration 78Q: 3 clusters Score -1898143 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1898166.750000 Penalty: 3093.245361
	Iteration 79Q: 3 clusters Score -1898167 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1898187.125000 Penalty: 3093.245361
	Iteration 80F: 3 clusters Score -1898187 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1898208.000000 Penalty: 3093.245361
	Iteration 81Q: 3 clusters Score -1898208 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1898227.375000 Penalty: 3093.245361
	Iteration 82Q: 3 clusters Score -1898227 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1898244.625000 Penalty: 3093.245361
	Iteration 83Q: 3 clusters Score -1898245 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1898274.500000 Penalty: 3093.245361
	Iteration 84Q: 3 clusters Score -1898274 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1898308.000000 Penalty: 3093.245361
	Iteration 85Q: 3 clusters Score -1898308 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1898339.500000 Penalty: 3093.245361
	Iteration 86Q: 3 clusters Score -1898340 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1898384.625000 Penalty: 3093.245361
	Iteration 87Q: 3 clusters Score -1898385 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1898429.250000 Penalty: 3093.245361
	Iteration 88Q: 3 clusters Score -1898429 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1898466.625000 Penalty: 3093.245361
	Iteration 89Q: 3 clusters Score -1898467 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1898506.375000 Penalty: 3093.245361
	Iteration 90Q: 3 clusters Score -1898506 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1898545.125000 Penalty: 3093.245361
	Iteration 91Q: 3 clusters Score -1898545 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1898589.125000 Penalty: 3093.245361
	Iteration 92Q: 3 clusters Score -1898589 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1898635.000000 Penalty: 3093.245361
	Iteration 93Q: 3 clusters Score -1898635 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1898693.875000 Penalty: 3093.245361
	Iteration 94Q: 3 clusters Score -1898694 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1898761.375000 Penalty: 3093.245361
	Iteration 95Q: 3 clusters Score -1898761 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1898808.500000 Penalty: 3093.245361
	Iteration 96Q: 3 clusters Score -1898808 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1898854.125000 Penalty: 3093.245361
	Iteration 97Q: 3 clusters Score -1898854 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1898895.250000 Penalty: 3093.245361
	Iteration 98Q: 3 clusters Score -1898895 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1898930.250000 Penalty: 3093.245361
	Iteration 99Q: 3 clusters Score -1898930 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1898959.125000 Penalty: 3093.245361
	Iteration 100F: 3 clusters Score -1898959 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1898974.875000 Penalty: 3093.245361
	Iteration 101Q: 3 clusters Score -1898975 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1898992.875000 Penalty: 3093.245361
	Iteration 102Q: 3 clusters Score -1898993 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1899011.125000 Penalty: 3093.245361
	Iteration 103Q: 3 clusters Score -1899011 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1899024.875000 Penalty: 3093.245361
	Iteration 104Q: 3 clusters Score -1899025 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1899038.125000 Penalty: 3093.245361
	Iteration 105Q: 3 clusters Score -1899038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1899047.500000 Penalty: 3093.245361
	Iteration 106Q: 3 clusters Score -1899048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1899049.125000 Penalty: 3093.245361
	Iteration 107Q: 3 clusters Score -1899049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1899062.000000 Penalty: 3093.245361
	Iteration 108Q: 3 clusters Score -1899062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1899077.375000 Penalty: 3093.245361
	Iteration 109Q: 3 clusters Score -1899077 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1899079.250000 Penalty: 3093.245361
	Iteration 110Q: 3 clusters Score -1899079 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1899096.250000 Penalty: 3093.245361
	Iteration 111Q: 3 clusters Score -1899096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1899106.000000 Penalty: 3093.245361
	Iteration 112Q: 3 clusters Score -1899106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1899110.875000 Penalty: 3093.245361
	Iteration 113Q: 3 clusters Score -1899111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1899114.375000 Penalty: 3093.245361
	Iteration 114Q: 3 clusters Score -1899114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1899122.875000 Penalty: 3093.245361
	Iteration 115Q: 3 clusters Score -1899123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1899127.875000 Penalty: 3093.245361
	Iteration 116Q: 3 clusters Score -1899128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1899136.000000 Penalty: 3093.245361
	Iteration 117Q: 3 clusters Score -1899136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1899140.875000 Penalty: 3093.245361
	Iteration 118Q: 3 clusters Score -1899141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1899143.875000 Penalty: 3093.245361
	Iteration 119Q: 3 clusters Score -1899144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1899144.625000 Penalty: 3093.245361
	Iteration 120F: 3 clusters Score -1899145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1899147.750000 Penalty: 3093.245361
	Iteration 121Q: 3 clusters Score -1899148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1899146.625000 Penalty: 3093.245361
	Iteration 122Q: 3 clusters Score -1899147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1899148.875000 Penalty: 3093.245361
	Iteration 123Q: 3 clusters Score -1899149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1899149.500000 Penalty: 3093.245361
	Iteration 124Q: 3 clusters Score -1899150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1899152.125000 Penalty: 3093.245361
	Iteration 125Q: 3 clusters Score -1899152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1899154.000000 Penalty: 3093.245361
	Iteration 126Q: 3 clusters Score -1899154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1899155.125000 Penalty: 3093.245361
	Iteration 127Q: 3 clusters Score -1899155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1899153.625000 Penalty: 3093.245361
	Iteration 128Q: 3 clusters Score -1899154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1899155.750000 Penalty: 3093.245361
	Iteration 129Q: 3 clusters Score -1899156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1899156.875000 Penalty: 3093.245361
	Iteration 130Q: 3 clusters Score -1899157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1899156.375000 Penalty: 3093.245361
	Iteration 131Q: 3 clusters Score -1899156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1899155.125000 Penalty: 3093.245361
	Iteration 132Q: 3 clusters Score -1899155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1899157.500000 Penalty: 3093.245361
	Iteration 133Q: 3 clusters Score -1899158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1899157.750000 Penalty: 3093.245361
	Iteration 134Q: 3 clusters Score -1899158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1899156.875000 Penalty: 3093.245361
	Iteration 135Q: 3 clusters Score -1899157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1899156.250000 Penalty: 3093.245361
	Iteration 136Q: 3 clusters Score -1899156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1899156.250000 Penalty: 3093.245361
	Iteration 137F: 3 clusters Score -1899156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Entering Unmasked Estep 
Score: -210844.984375 Penalty: 1204.083008
	Iteration 0F: 2 clusters Score -210845 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 823 members 
Entering Unmasked Estep 
Score: -209035.843750 Penalty: 2408.166016
	Iteration 0F: 3 clusters Score -209035.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -209807.390625 Penalty: 2408.166016
	Iteration 1F: 3 clusters Score -209807.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -210259.171875 Penalty: 2408.166016
	Iteration 2F: 3 clusters Score -210259.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -210516.390625 Penalty: 2408.166016
	Iteration 3F: 3 clusters Score -210516.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -210620.296875 Penalty: 2408.166016
	Iteration 4F: 3 clusters Score -210620.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -210666.187500 Penalty: 2408.166016
	Iteration 5Q: 3 clusters Score -210666.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -210693.640625 Penalty: 2408.166016
	Iteration 6Q: 3 clusters Score -210693.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -210704.562500 Penalty: 2408.166016
	Iteration 7Q: 3 clusters Score -210704.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -210708.359375 Penalty: 2408.166016
	Iteration 8Q: 3 clusters Score -210708.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -210709.687500 Penalty: 2408.166016
	Iteration 9Q: 3 clusters Score -210709.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -210711.281250 Penalty: 2408.166016
	Iteration 10Q: 3 clusters Score -210711.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -210713.734375 Penalty: 2408.166016
	Iteration 11Q: 3 clusters Score -210713.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -210715.703125 Penalty: 2408.166016
	Iteration 12Q: 3 clusters Score -210715.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -210720.234375 Penalty: 2408.166016
	Iteration 13Q: 3 clusters Score -210720.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -210726.093750 Penalty: 2408.166016
	Iteration 14Q: 3 clusters Score -210726.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -210733.984375 Penalty: 2408.166016
	Iteration 15Q: 3 clusters Score -210734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -210750.343750 Penalty: 2408.166016
	Iteration 16Q: 3 clusters Score -210750.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -210761.171875 Penalty: 2408.166016
	Iteration 17Q: 3 clusters Score -210761.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -210763.687500 Penalty: 2408.166016
	Iteration 18Q: 3 clusters Score -210763.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -210765.031250 Penalty: 2408.166016
	Iteration 19Q: 3 clusters Score -210765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -210766.250000 Penalty: 2408.166016
	Iteration 20F: 3 clusters Score -210766.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -210766.578125 Penalty: 2408.166016
	Iteration 21Q: 3 clusters Score -210766.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -210766.656250 Penalty: 2408.166016
	Iteration 22Q: 3 clusters Score -210766.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -210767.234375 Penalty: 2408.166016
	Iteration 23Q: 3 clusters Score -210767.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -210767.234375 Penalty: 2408.166016
	Iteration 24Q: 3 clusters Score -210767.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -210767.625000 Penalty: 2408.166016
	Iteration 25Q: 3 clusters Score -210767.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -210767.828125 Penalty: 2408.166016
	Iteration 26Q: 3 clusters Score -210767.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -210767.828125 Penalty: 2408.166016
	Iteration 27F: 3 clusters Score -210767.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -161215.187500 Penalty: 1163.511230
	Iteration 0F: 2 clusters Score -161215.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -159624.015625 Penalty: 2327.022461
	Iteration 0F: 3 clusters Score -159624 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -160015.109375 Penalty: 2327.022461
	Iteration 1F: 3 clusters Score -160015.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -160165.281250 Penalty: 2327.022461
	Iteration 2F: 3 clusters Score -160165.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -160303.359375 Penalty: 2327.022461
	Iteration 3F: 3 clusters Score -160303.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -160447.140625 Penalty: 2327.022461
	Iteration 4F: 3 clusters Score -160447.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -160619.593750 Penalty: 2327.022461
	Iteration 5F: 3 clusters Score -160619.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -160855.187500 Penalty: 2327.022461
	Iteration 6F: 3 clusters Score -160855.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -160994.953125 Penalty: 2327.022461
	Iteration 7F: 3 clusters Score -160995 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -161078.359375 Penalty: 2327.022461
	Iteration 8Q: 3 clusters Score -161078.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -161122.093750 Penalty: 2327.022461
	Iteration 9Q: 3 clusters Score -161122.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -161148.984375 Penalty: 2327.022461
	Iteration 10Q: 3 clusters Score -161149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -161158.593750 Penalty: 2327.022461
	Iteration 11Q: 3 clusters Score -161158.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -161163.281250 Penalty: 2327.022461
	Iteration 12Q: 3 clusters Score -161163.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -161166.015625 Penalty: 2327.022461
	Iteration 13Q: 3 clusters Score -161166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -161167.421875 Penalty: 2327.022461
	Iteration 14Q: 3 clusters Score -161167.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -161167.421875 Penalty: 2327.022461
	Iteration 15F: 3 clusters Score -161167.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -175971.875000 Penalty: 1182.328003
	Iteration 0F: 2 clusters Score -175971.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -174259.703125 Penalty: 2364.656006
	Iteration 0F: 3 clusters Score -174259.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -174629.921875 Penalty: 2364.656006
	Iteration 1F: 3 clusters Score -174629.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -174785.453125 Penalty: 2364.656006
	Iteration 2F: 3 clusters Score -174785.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -174895.625000 Penalty: 2364.656006
	Iteration 3F: 3 clusters Score -174895.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -174995.281250 Penalty: 2364.656006
	Iteration 4F: 3 clusters Score -174995.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -175110.515625 Penalty: 2364.656006
	Iteration 5F: 3 clusters Score -175110.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -175219.984375 Penalty: 2364.656006
	Iteration 6F: 3 clusters Score -175220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -175304.984375 Penalty: 2364.656006
	Iteration 7Q: 3 clusters Score -175305 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -175347.687500 Penalty: 2364.656006
	Iteration 8Q: 3 clusters Score -175347.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -175370.906250 Penalty: 2364.656006
	Iteration 9Q: 3 clusters Score -175370.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -175389.812500 Penalty: 2364.656006
	Iteration 10Q: 3 clusters Score -175389.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -175421.562500 Penalty: 2364.656006
	Iteration 11Q: 3 clusters Score -175421.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -175441.453125 Penalty: 2364.656006
	Iteration 12Q: 3 clusters Score -175441.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -175449.546875 Penalty: 2364.656006
	Iteration 13Q: 3 clusters Score -175449.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -175455.968750 Penalty: 2364.656006
	Iteration 14Q: 3 clusters Score -175456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -175460.140625 Penalty: 2364.656006
	Iteration 15Q: 3 clusters Score -175460.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -175460.687500 Penalty: 2364.656006
	Iteration 16Q: 3 clusters Score -175460.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -175460.687500 Penalty: 2364.656006
	Iteration 17F: 3 clusters Score -175460.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Entering Unmasked Estep 
Score: -2117418.000000 Penalty: 1550.542603
	Iteration 0F: 2 clusters Score -2117418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2107969.250000 Penalty: 3101.085205
	Iteration 0F: 3 clusters Score -2107969 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2111295.750000 Penalty: 3101.085205
	Iteration 1F: 3 clusters Score -2111296 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2111572.500000 Penalty: 3101.085205
	Iteration 2F: 3 clusters Score -2111572 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2111793.750000 Penalty: 3101.085205
	Iteration 3Q: 3 clusters Score -2111794 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2111975.000000 Penalty: 3101.085205
	Iteration 4Q: 3 clusters Score -2111975 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2112124.750000 Penalty: 3101.085205
	Iteration 5Q: 3 clusters Score -2112125 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2112239.750000 Penalty: 3101.085205
	Iteration 6Q: 3 clusters Score -2112240 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2112344.500000 Penalty: 3101.085205
	Iteration 7Q: 3 clusters Score -2112344 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2112457.500000 Penalty: 3101.085205
	Iteration 8Q: 3 clusters Score -2112458 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2112572.500000 Penalty: 3101.085205
	Iteration 9Q: 3 clusters Score -2112572 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2112690.250000 Penalty: 3101.085205
	Iteration 10Q: 3 clusters Score -2112690 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2112830.750000 Penalty: 3101.085205
	Iteration 11Q: 3 clusters Score -2112831 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2113000.000000 Penalty: 3101.085205
	Iteration 12Q: 3 clusters Score -2113000 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2113224.500000 Penalty: 3101.085205
	Iteration 13Q: 3 clusters Score -2113224 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2113464.500000 Penalty: 3101.085205
	Iteration 14Q: 3 clusters Score -2113464 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2113739.500000 Penalty: 3101.085205
	Iteration 15Q: 3 clusters Score -2113740 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2114073.750000 Penalty: 3101.085205
	Iteration 16Q: 3 clusters Score -2114074 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2114394.000000 Penalty: 3101.085205
	Iteration 17Q: 3 clusters Score -2114394 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2114658.750000 Penalty: 3101.085205
	Iteration 18Q: 3 clusters Score -2114659 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2114848.750000 Penalty: 3101.085205
	Iteration 19Q: 3 clusters Score -2114849 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2115028.250000 Penalty: 3101.085205
	Iteration 20F: 3 clusters Score -2115028 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2115174.750000 Penalty: 3101.085205
	Iteration 21Q: 3 clusters Score -2115175 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2115284.000000 Penalty: 3101.085205
	Iteration 22Q: 3 clusters Score -2115284 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2115366.750000 Penalty: 3101.085205
	Iteration 23Q: 3 clusters Score -2115367 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2115449.750000 Penalty: 3101.085205
	Iteration 24Q: 3 clusters Score -2115450 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2115513.000000 Penalty: 3101.085205
	Iteration 25Q: 3 clusters Score -2115513 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2115578.750000 Penalty: 3101.085205
	Iteration 26Q: 3 clusters Score -2115579 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2115644.500000 Penalty: 3101.085205
	Iteration 27Q: 3 clusters Score -2115644 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2115706.750000 Penalty: 3101.085205
	Iteration 28Q: 3 clusters Score -2115707 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2115762.500000 Penalty: 3101.085205
	Iteration 29Q: 3 clusters Score -2115762 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2115806.750000 Penalty: 3101.085205
	Iteration 30Q: 3 clusters Score -2115807 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2115843.500000 Penalty: 3101.085205
	Iteration 31Q: 3 clusters Score -2115844 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2115869.500000 Penalty: 3101.085205
	Iteration 32Q: 3 clusters Score -2115870 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2115904.000000 Penalty: 3101.085205
	Iteration 33Q: 3 clusters Score -2115904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2115930.750000 Penalty: 3101.085205
	Iteration 34Q: 3 clusters Score -2115931 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2115949.250000 Penalty: 3101.085205
	Iteration 35Q: 3 clusters Score -2115949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2115949.250000 Penalty: 3101.085205
	Iteration 36Q: 3 clusters Score -2115949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2115965.000000 Penalty: 3101.085205
	Iteration 37Q: 3 clusters Score -2115965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2115974.250000 Penalty: 3101.085205
	Iteration 38Q: 3 clusters Score -2115974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2115992.500000 Penalty: 3101.085205
	Iteration 39Q: 3 clusters Score -2115992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2116013.000000 Penalty: 3101.085205
	Iteration 40F: 3 clusters Score -2116013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2116021.750000 Penalty: 3101.085205
	Iteration 41Q: 3 clusters Score -2116022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2116030.000000 Penalty: 3101.085205
	Iteration 42Q: 3 clusters Score -2116030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2116037.500000 Penalty: 3101.085205
	Iteration 43Q: 3 clusters Score -2116038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2116041.500000 Penalty: 3101.085205
	Iteration 44Q: 3 clusters Score -2116042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2116050.000000 Penalty: 3101.085205
	Iteration 45Q: 3 clusters Score -2116050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2116060.000000 Penalty: 3101.085205
	Iteration 46Q: 3 clusters Score -2116060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2116064.000000 Penalty: 3101.085205
	Iteration 47Q: 3 clusters Score -2116064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2116066.000000 Penalty: 3101.085205
	Iteration 48Q: 3 clusters Score -2116066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2116074.000000 Penalty: 3101.085205
	Iteration 49Q: 3 clusters Score -2116074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2116072.250000 Penalty: 3101.085205
	Iteration 50Q: 3 clusters Score -2116072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2116072.250000 Penalty: 3101.085205
	Iteration 51F: 3 clusters Score -2116072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Entering Unmasked Estep 
Score: -2398575.750000 Penalty: 1575.104736
	Iteration 0F: 2 clusters Score -2398576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2387500.500000 Penalty: 3150.209473
	Iteration 0F: 3 clusters Score -2387500 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2391533.000000 Penalty: 3150.209473
	Iteration 1F: 3 clusters Score -2391533 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2391872.250000 Penalty: 3150.209473
	Iteration 2F: 3 clusters Score -2391872 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2392212.250000 Penalty: 3150.209473
	Iteration 3Q: 3 clusters Score -2392212 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2392617.750000 Penalty: 3150.209473
	Iteration 4Q: 3 clusters Score -2392618 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2393110.750000 Penalty: 3150.209473
	Iteration 5F: 3 clusters Score -2393111 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2393716.000000 Penalty: 3150.209473
	Iteration 6F: 3 clusters Score -2393716 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2394488.500000 Penalty: 3150.209473
	Iteration 7F: 3 clusters Score -2394488 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2395279.750000 Penalty: 3150.209473
	Iteration 8F: 3 clusters Score -2395280 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2396007.000000 Penalty: 3150.209473
	Iteration 9F: 3 clusters Score -2396007 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2396483.750000 Penalty: 3150.209473
	Iteration 10Q: 3 clusters Score -2396484 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2396770.500000 Penalty: 3150.209473
	Iteration 11Q: 3 clusters Score -2396770 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2396938.750000 Penalty: 3150.209473
	Iteration 12Q: 3 clusters Score -2396939 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2397032.500000 Penalty: 3150.209473
	Iteration 13Q: 3 clusters Score -2397032 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2397085.250000 Penalty: 3150.209473
	Iteration 14Q: 3 clusters Score -2397085 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2397121.250000 Penalty: 3150.209473
	Iteration 15Q: 3 clusters Score -2397121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2397148.250000 Penalty: 3150.209473
	Iteration 16Q: 3 clusters Score -2397148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2397169.750000 Penalty: 3150.209473
	Iteration 17Q: 3 clusters Score -2397170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2397187.000000 Penalty: 3150.209473
	Iteration 18Q: 3 clusters Score -2397187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2397194.000000 Penalty: 3150.209473
	Iteration 19Q: 3 clusters Score -2397194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2397201.500000 Penalty: 3150.209473
	Iteration 20F: 3 clusters Score -2397202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2397210.250000 Penalty: 3150.209473
	Iteration 21Q: 3 clusters Score -2397210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2397219.000000 Penalty: 3150.209473
	Iteration 22Q: 3 clusters Score -2397219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2397229.250000 Penalty: 3150.209473
	Iteration 23Q: 3 clusters Score -2397229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2397235.500000 Penalty: 3150.209473
	Iteration 24Q: 3 clusters Score -2397236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2397235.500000 Penalty: 3150.209473
	Iteration 25Q: 3 clusters Score -2397236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2397236.250000 Penalty: 3150.209473
	Iteration 26Q: 3 clusters Score -2397236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2397236.250000 Penalty: 3150.209473
	Iteration 27F: 3 clusters Score -2397236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -327627.562500 Penalty: 1263.345825
	Iteration 0F: 2 clusters Score -327627.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -325295.562500 Penalty: 2526.691650
	Iteration 0F: 3 clusters Score -325295.6 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -325872.375000 Penalty: 2526.691650
	Iteration 1F: 3 clusters Score -325872.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -326041.218750 Penalty: 2526.691650
	Iteration 2F: 3 clusters Score -326041.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -326168.968750 Penalty: 2526.691650
	Iteration 3F: 3 clusters Score -326169 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -326306.968750 Penalty: 2526.691650
	Iteration 4F: 3 clusters Score -326307 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -326479.718750 Penalty: 2526.691650
	Iteration 5F: 3 clusters Score -326479.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -326649.500000 Penalty: 2526.691650
	Iteration 6F: 3 clusters Score -326649.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -326865.062500 Penalty: 2526.691650
	Iteration 7F: 3 clusters Score -326865.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -327067.812500 Penalty: 2526.691650
	Iteration 8F: 3 clusters Score -327067.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -327259.343750 Penalty: 2526.691650
	Iteration 9F: 3 clusters Score -327259.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -327385.312500 Penalty: 2526.691650
	Iteration 10Q: 3 clusters Score -327385.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -327427.000000 Penalty: 2526.691650
	Iteration 11Q: 3 clusters Score -327427 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -327441.687500 Penalty: 2526.691650
	Iteration 12Q: 3 clusters Score -327441.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -327448.312500 Penalty: 2526.691650
	Iteration 13Q: 3 clusters Score -327448.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -327454.125000 Penalty: 2526.691650
	Iteration 14Q: 3 clusters Score -327454.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -327459.843750 Penalty: 2526.691650
	Iteration 15Q: 3 clusters Score -327459.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -327463.312500 Penalty: 2526.691650
	Iteration 16Q: 3 clusters Score -327463.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -327465.343750 Penalty: 2526.691650
	Iteration 17Q: 3 clusters Score -327465.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -327467.593750 Penalty: 2526.691650
	Iteration 18Q: 3 clusters Score -327467.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -327468.593750 Penalty: 2526.691650
	Iteration 19Q: 3 clusters Score -327468.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -327468.250000 Penalty: 2526.691650
	Iteration 20F: 3 clusters Score -327468.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Entering Unmasked Estep 
Score: -329230.437500 Penalty: 1260.451294
	Iteration 0F: 2 clusters Score -329230.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -326929.218750 Penalty: 2520.902588
	Iteration 0F: 3 clusters Score -326929.2 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -327614.968750 Penalty: 2520.902588
	Iteration 1F: 3 clusters Score -327615 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -327894.250000 Penalty: 2520.902588
	Iteration 2F: 3 clusters Score -327894.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -328144.187500 Penalty: 2520.902588
	Iteration 3F: 3 clusters Score -328144.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -328406.968750 Penalty: 2520.902588
	Iteration 4F: 3 clusters Score -328407 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -328602.468750 Penalty: 2520.902588
	Iteration 5F: 3 clusters Score -328602.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -328734.656250 Penalty: 2520.902588
	Iteration 6Q: 3 clusters Score -328734.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -328807.656250 Penalty: 2520.902588
	Iteration 7Q: 3 clusters Score -328807.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -328850.781250 Penalty: 2520.902588
	Iteration 8Q: 3 clusters Score -328850.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -328876.406250 Penalty: 2520.902588
	Iteration 9Q: 3 clusters Score -328876.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -328894.125000 Penalty: 2520.902588
	Iteration 10Q: 3 clusters Score -328894.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -328927.093750 Penalty: 2520.902588
	Iteration 11Q: 3 clusters Score -328927.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -328966.468750 Penalty: 2520.902588
	Iteration 12Q: 3 clusters Score -328966.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -328989.125000 Penalty: 2520.902588
	Iteration 13Q: 3 clusters Score -328989.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -329012.156250 Penalty: 2520.902588
	Iteration 14Q: 3 clusters Score -329012.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -329029.656250 Penalty: 2520.902588
	Iteration 15Q: 3 clusters Score -329029.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -329050.375000 Penalty: 2520.902588
	Iteration 16Q: 3 clusters Score -329050.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -329075.500000 Penalty: 2520.902588
	Iteration 17Q: 3 clusters Score -329075.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -329093.437500 Penalty: 2520.902588
	Iteration 18Q: 3 clusters Score -329093.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -329114.093750 Penalty: 2520.902588
	Iteration 19Q: 3 clusters Score -329114.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -329140.781250 Penalty: 2520.902588
	Iteration 20F: 3 clusters Score -329140.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -329153.312500 Penalty: 2520.902588
	Iteration 21Q: 3 clusters Score -329153.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -329172.906250 Penalty: 2520.902588
	Iteration 22Q: 3 clusters Score -329172.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -329194.000000 Penalty: 2520.902588
	Iteration 23Q: 3 clusters Score -329194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -329207.906250 Penalty: 2520.902588
	Iteration 24Q: 3 clusters Score -329207.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -329226.000000 Penalty: 2520.902588
	Iteration 25Q: 3 clusters Score -329226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -329231.218750 Penalty: 2520.902588
	Iteration 26Q: 3 clusters Score -329231.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -329233.687500 Penalty: 2520.902588
	Iteration 27Q: 3 clusters Score -329233.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -329237.343750 Penalty: 2520.902588
	Iteration 28Q: 3 clusters Score -329237.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -329240.718750 Penalty: 2520.902588
	Iteration 29Q: 3 clusters Score -329240.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -329245.531250 Penalty: 2520.902588
	Iteration 30Q: 3 clusters Score -329245.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -329248.250000 Penalty: 2520.902588
	Iteration 31Q: 3 clusters Score -329248.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -329248.000000 Penalty: 2520.902588
	Iteration 32Q: 3 clusters Score -329248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -329248.000000 Penalty: 2520.902588
	Iteration 33F: 3 clusters Score -329248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13930 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 1537 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19709 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 19676 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19733 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15567 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4912 members 
Mstep: Class 49 contains 14577 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18982 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3400 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15307 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16633 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15484 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23098 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6891 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6859 members 
Mstep: Class 79 contains 20815 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19225 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7830 members 
Entering Unmasked Estep 
Score: -85941808.000000 Penalty: 185964.312500
Splitting cluster 11 changes total score from -85942904.000000 to -85941808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (14398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Entering Unmasked Estep 
Score: -1622245.750000 Penalty: 1555.912231
	Iteration 0F: 2 clusters Score -1622246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1612293.125000 Penalty: 3111.824463
	Iteration 0F: 3 clusters Score -1612293 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1615886.750000 Penalty: 3111.824463
	Iteration 1F: 3 clusters Score -1615887 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1616381.750000 Penalty: 3111.824463
	Iteration 2F: 3 clusters Score -1616382 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1616939.000000 Penalty: 3111.824463
	Iteration 3F: 3 clusters Score -1616939 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1617562.125000 Penalty: 3111.824463
	Iteration 4F: 3 clusters Score -1617562 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1618297.750000 Penalty: 3111.824463
	Iteration 5F: 3 clusters Score -1618298 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1619137.000000 Penalty: 3111.824463
	Iteration 6F: 3 clusters Score -1619137 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1619938.750000 Penalty: 3111.824463
	Iteration 7F: 3 clusters Score -1619939 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1620484.750000 Penalty: 3111.824463
	Iteration 8Q: 3 clusters Score -1620485 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1620789.125000 Penalty: 3111.824463
	Iteration 9Q: 3 clusters Score -1620789 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1620962.000000 Penalty: 3111.824463
	Iteration 10Q: 3 clusters Score -1620962 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1621044.000000 Penalty: 3111.824463
	Iteration 11Q: 3 clusters Score -1621044 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1621100.500000 Penalty: 3111.824463
	Iteration 12Q: 3 clusters Score -1621100 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1621132.000000 Penalty: 3111.824463
	Iteration 13Q: 3 clusters Score -1621132 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1621145.750000 Penalty: 3111.824463
	Iteration 14Q: 3 clusters Score -1621146 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1621156.750000 Penalty: 3111.824463
	Iteration 15Q: 3 clusters Score -1621157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1621164.750000 Penalty: 3111.824463
	Iteration 16Q: 3 clusters Score -1621165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1621168.875000 Penalty: 3111.824463
	Iteration 17Q: 3 clusters Score -1621169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1621171.125000 Penalty: 3111.824463
	Iteration 18Q: 3 clusters Score -1621171 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1621177.625000 Penalty: 3111.824463
	Iteration 19Q: 3 clusters Score -1621178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1621181.125000 Penalty: 3111.824463
	Iteration 20F: 3 clusters Score -1621181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1621190.625000 Penalty: 3111.824463
	Iteration 21Q: 3 clusters Score -1621191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1621193.000000 Penalty: 3111.824463
	Iteration 22Q: 3 clusters Score -1621193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1621193.750000 Penalty: 3111.824463
	Iteration 23Q: 3 clusters Score -1621194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1621193.875000 Penalty: 3111.824463
	Iteration 24Q: 3 clusters Score -1621194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1621194.625000 Penalty: 3111.824463
	Iteration 25Q: 3 clusters Score -1621195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1621193.375000 Penalty: 3111.824463
	Iteration 26Q: 3 clusters Score -1621193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1621193.125000 Penalty: 3111.824463
	Iteration 27Q: 3 clusters Score -1621193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1621193.875000 Penalty: 3111.824463
	Iteration 28Q: 3 clusters Score -1621194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1621194.375000 Penalty: 3111.824463
	Iteration 29Q: 3 clusters Score -1621194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1621192.250000 Penalty: 3111.824463
	Iteration 30Q: 3 clusters Score -1621192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1621194.500000 Penalty: 3111.824463
	Iteration 31Q: 3 clusters Score -1621194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1621196.500000 Penalty: 3111.824463
	Iteration 32Q: 3 clusters Score -1621196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1621194.750000 Penalty: 3111.824463
	Iteration 33Q: 3 clusters Score -1621195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1621195.750000 Penalty: 3111.824463
	Iteration 34Q: 3 clusters Score -1621196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1621196.875000 Penalty: 3111.824463
	Iteration 35Q: 3 clusters Score -1621197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1621196.250000 Penalty: 3111.824463
	Iteration 36Q: 3 clusters Score -1621196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1621195.125000 Penalty: 3111.824463
	Iteration 37Q: 3 clusters Score -1621195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1621198.375000 Penalty: 3111.824463
	Iteration 38Q: 3 clusters Score -1621198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1621197.375000 Penalty: 3111.824463
	Iteration 39Q: 3 clusters Score -1621197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1621194.625000 Penalty: 3111.824463
	Iteration 40F: 3 clusters Score -1621195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1621196.500000 Penalty: 3111.824463
	Iteration 41Q: 3 clusters Score -1621196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1621196.125000 Penalty: 3111.824463
	Iteration 42Q: 3 clusters Score -1621196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1621195.875000 Penalty: 3111.824463
	Iteration 43Q: 3 clusters Score -1621196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1621194.750000 Penalty: 3111.824463
	Iteration 44Q: 3 clusters Score -1621195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1621194.375000 Penalty: 3111.824463
	Iteration 45Q: 3 clusters Score -1621194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1621194.375000 Penalty: 3111.824463
	Iteration 46F: 3 clusters Score -1621194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -102310.742188 Penalty: 1076.841553
	Iteration 0F: 2 clusters Score -102310.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -101135.984375 Penalty: 2153.683105
	Iteration 0F: 3 clusters Score -101136 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101513.843750 Penalty: 2153.683105
	Iteration 1F: 3 clusters Score -101513.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -101851.601562 Penalty: 2153.683105
	Iteration 2F: 3 clusters Score -101851.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -102214.390625 Penalty: 2153.683105
	Iteration 3F: 3 clusters Score -102214.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -102376.890625 Penalty: 2153.683105
	Iteration 4F: 3 clusters Score -102376.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -102462.703125 Penalty: 2153.683105
	Iteration 5Q: 3 clusters Score -102462.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -102512.117188 Penalty: 2153.683105
	Iteration 6Q: 3 clusters Score -102512.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102545.867188 Penalty: 2153.683105
	Iteration 7Q: 3 clusters Score -102545.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -102559.570312 Penalty: 2153.683105
	Iteration 8Q: 3 clusters Score -102559.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -102573.859375 Penalty: 2153.683105
	Iteration 9Q: 3 clusters Score -102573.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102581.882812 Penalty: 2153.683105
	Iteration 10Q: 3 clusters Score -102581.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -102588.820312 Penalty: 2153.683105
	Iteration 11Q: 3 clusters Score -102588.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102595.242188 Penalty: 2153.683105
	Iteration 12Q: 3 clusters Score -102595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -102600.859375 Penalty: 2153.683105
	Iteration 13Q: 3 clusters Score -102600.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102602.140625 Penalty: 2153.683105
	Iteration 14Q: 3 clusters Score -102602.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102608.703125 Penalty: 2153.683105
	Iteration 15F: 3 clusters Score -102608.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -102646.304688 Penalty: 2153.683105
	Iteration 16Q: 3 clusters Score -102646.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102646.953125 Penalty: 2153.683105
	Iteration 17Q: 3 clusters Score -102647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102646.953125 Penalty: 2153.683105
	Iteration 18F: 3 clusters Score -102647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13930 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 286 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19709 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 19676 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19733 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15567 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4912 members 
Mstep: Class 49 contains 14577 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18982 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3400 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15307 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16633 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15484 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23098 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6891 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6859 members 
Mstep: Class 79 contains 20815 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19225 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7830 members 
Entering Unmasked Estep 
Score: -85942088.000000 Penalty: 185964.312500
Splitting cluster 13 changes total score from -85942904.000000 to -85942088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Entering Unmasked Estep 
Score: -319911.093750 Penalty: 1259.404907
	Iteration 0F: 2 clusters Score -319911.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -317638.468750 Penalty: 2518.809814
	Iteration 0F: 3 clusters Score -317638.5 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -318165.031250 Penalty: 2518.809814
	Iteration 1F: 3 clusters Score -318165 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -318303.093750 Penalty: 2518.809814
	Iteration 2F: 3 clusters Score -318303.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -318394.062500 Penalty: 2518.809814
	Iteration 3F: 3 clusters Score -318394.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -318475.250000 Penalty: 2518.809814
	Iteration 4Q: 3 clusters Score -318475.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -318548.000000 Penalty: 2518.809814
	Iteration 5Q: 3 clusters Score -318548 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -318601.031250 Penalty: 2518.809814
	Iteration 6Q: 3 clusters Score -318601 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -318650.656250 Penalty: 2518.809814
	Iteration 7Q: 3 clusters Score -318650.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -318690.125000 Penalty: 2518.809814
	Iteration 8Q: 3 clusters Score -318690.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -318718.562500 Penalty: 2518.809814
	Iteration 9Q: 3 clusters Score -318718.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -318739.875000 Penalty: 2518.809814
	Iteration 10Q: 3 clusters Score -318739.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -318763.406250 Penalty: 2518.809814
	Iteration 11Q: 3 clusters Score -318763.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -318778.562500 Penalty: 2518.809814
	Iteration 12Q: 3 clusters Score -318778.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -318795.156250 Penalty: 2518.809814
	Iteration 13Q: 3 clusters Score -318795.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -318814.312500 Penalty: 2518.809814
	Iteration 14Q: 3 clusters Score -318814.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -318834.468750 Penalty: 2518.809814
	Iteration 15Q: 3 clusters Score -318834.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -318858.062500 Penalty: 2518.809814
	Iteration 16Q: 3 clusters Score -318858.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -318873.625000 Penalty: 2518.809814
	Iteration 17Q: 3 clusters Score -318873.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -318887.937500 Penalty: 2518.809814
	Iteration 18Q: 3 clusters Score -318887.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -318897.968750 Penalty: 2518.809814
	Iteration 19Q: 3 clusters Score -318898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -318909.843750 Penalty: 2518.809814
	Iteration 20F: 3 clusters Score -318909.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -318932.500000 Penalty: 2518.809814
	Iteration 21Q: 3 clusters Score -318932.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -318975.125000 Penalty: 2518.809814
	Iteration 22Q: 3 clusters Score -318975.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -319014.937500 Penalty: 2518.809814
	Iteration 23Q: 3 clusters Score -319014.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -319047.093750 Penalty: 2518.809814
	Iteration 24Q: 3 clusters Score -319047.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -319069.437500 Penalty: 2518.809814
	Iteration 25Q: 3 clusters Score -319069.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -319090.281250 Penalty: 2518.809814
	Iteration 26Q: 3 clusters Score -319090.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -319101.968750 Penalty: 2518.809814
	Iteration 27Q: 3 clusters Score -319102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -319113.968750 Penalty: 2518.809814
	Iteration 28Q: 3 clusters Score -319114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -319125.093750 Penalty: 2518.809814
	Iteration 29Q: 3 clusters Score -319125.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -319137.062500 Penalty: 2518.809814
	Iteration 30Q: 3 clusters Score -319137.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -319143.968750 Penalty: 2518.809814
	Iteration 31Q: 3 clusters Score -319144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -319146.656250 Penalty: 2518.809814
	Iteration 32Q: 3 clusters Score -319146.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -319148.375000 Penalty: 2518.809814
	Iteration 33Q: 3 clusters Score -319148.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -319150.062500 Penalty: 2518.809814
	Iteration 34Q: 3 clusters Score -319150.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -319153.000000 Penalty: 2518.809814
	Iteration 35Q: 3 clusters Score -319153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -319158.125000 Penalty: 2518.809814
	Iteration 36Q: 3 clusters Score -319158.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -319163.906250 Penalty: 2518.809814
	Iteration 37Q: 3 clusters Score -319163.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -319167.156250 Penalty: 2518.809814
	Iteration 38Q: 3 clusters Score -319167.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -319169.406250 Penalty: 2518.809814
	Iteration 39Q: 3 clusters Score -319169.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -319172.656250 Penalty: 2518.809814
	Iteration 40F: 3 clusters Score -319172.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -319174.062500 Penalty: 2518.809814
	Iteration 41Q: 3 clusters Score -319174.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -319176.125000 Penalty: 2518.809814
	Iteration 42Q: 3 clusters Score -319176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -319176.343750 Penalty: 2518.809814
	Iteration 43Q: 3 clusters Score -319176.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -319176.687500 Penalty: 2518.809814
	Iteration 44Q: 3 clusters Score -319176.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -319176.687500 Penalty: 2518.809814
	Iteration 45F: 3 clusters Score -319176.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Entering Unmasked Estep 
Score: -251160.953125 Penalty: 1225.609741
	Iteration 0F: 2 clusters Score -251161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -249166.156250 Penalty: 2451.219482
	Iteration 0F: 3 clusters Score -249166.2 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -249622.609375 Penalty: 2451.219482
	Iteration 1F: 3 clusters Score -249622.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -249746.687500 Penalty: 2451.219482
	Iteration 2F: 3 clusters Score -249746.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -249834.000000 Penalty: 2451.219482
	Iteration 3Q: 3 clusters Score -249834 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -249907.984375 Penalty: 2451.219482
	Iteration 4Q: 3 clusters Score -249908 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -249958.578125 Penalty: 2451.219482
	Iteration 5Q: 3 clusters Score -249958.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -249999.171875 Penalty: 2451.219482
	Iteration 6Q: 3 clusters Score -249999.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -250060.656250 Penalty: 2451.219482
	Iteration 7Q: 3 clusters Score -250060.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -250108.187500 Penalty: 2451.219482
	Iteration 8Q: 3 clusters Score -250108.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -250157.171875 Penalty: 2451.219482
	Iteration 9Q: 3 clusters Score -250157.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -250222.796875 Penalty: 2451.219482
	Iteration 10Q: 3 clusters Score -250222.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -250307.390625 Penalty: 2451.219482
	Iteration 11Q: 3 clusters Score -250307.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -250463.390625 Penalty: 2451.219482
	Iteration 12Q: 3 clusters Score -250463.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -250599.515625 Penalty: 2451.219482
	Iteration 13Q: 3 clusters Score -250599.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -250725.968750 Penalty: 2451.219482
	Iteration 14Q: 3 clusters Score -250726 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -250798.640625 Penalty: 2451.219482
	Iteration 15Q: 3 clusters Score -250798.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -250851.046875 Penalty: 2451.219482
	Iteration 16Q: 3 clusters Score -250851 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -250914.187500 Penalty: 2451.219482
	Iteration 17Q: 3 clusters Score -250914.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -250979.140625 Penalty: 2451.219482
	Iteration 18Q: 3 clusters Score -250979.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -251023.921875 Penalty: 2451.219482
	Iteration 19Q: 3 clusters Score -251023.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -251054.875000 Penalty: 2451.219482
	Iteration 20F: 3 clusters Score -251054.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -251073.421875 Penalty: 2451.219482
	Iteration 21Q: 3 clusters Score -251073.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -251084.984375 Penalty: 2451.219482
	Iteration 22Q: 3 clusters Score -251085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -251089.718750 Penalty: 2451.219482
	Iteration 23Q: 3 clusters Score -251089.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -251093.281250 Penalty: 2451.219482
	Iteration 24Q: 3 clusters Score -251093.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -251096.328125 Penalty: 2451.219482
	Iteration 25Q: 3 clusters Score -251096.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -251099.609375 Penalty: 2451.219482
	Iteration 26Q: 3 clusters Score -251099.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -251101.093750 Penalty: 2451.219482
	Iteration 27Q: 3 clusters Score -251101.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -251101.390625 Penalty: 2451.219482
	Iteration 28Q: 3 clusters Score -251101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -251102.578125 Penalty: 2451.219482
	Iteration 29Q: 3 clusters Score -251102.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -251102.578125 Penalty: 2451.219482
	Iteration 30F: 3 clusters Score -251102.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Entering Unmasked Estep 
Score: -1914032.875000 Penalty: 1533.990845
	Iteration 0F: 2 clusters Score -1914033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1905329.250000 Penalty: 3067.981689
	Iteration 0F: 3 clusters Score -1905329 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1908305.250000 Penalty: 3067.981689
	Iteration 1F: 3 clusters Score -1908305 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1908608.500000 Penalty: 3067.981689
	Iteration 2F: 3 clusters Score -1908608 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1908905.250000 Penalty: 3067.981689
	Iteration 3F: 3 clusters Score -1908905 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1909177.000000 Penalty: 3067.981689
	Iteration 4Q: 3 clusters Score -1909177 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1909445.500000 Penalty: 3067.981689
	Iteration 5Q: 3 clusters Score -1909446 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1909744.625000 Penalty: 3067.981689
	Iteration 6Q: 3 clusters Score -1909745 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1910056.250000 Penalty: 3067.981689
	Iteration 7Q: 3 clusters Score -1910056 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1910414.375000 Penalty: 3067.981689
	Iteration 8Q: 3 clusters Score -1910414 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1910783.375000 Penalty: 3067.981689
	Iteration 9Q: 3 clusters Score -1910783 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1911204.750000 Penalty: 3067.981689
	Iteration 10Q: 3 clusters Score -1911205 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1911612.875000 Penalty: 3067.981689
	Iteration 11Q: 3 clusters Score -1911613 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1911932.500000 Penalty: 3067.981689
	Iteration 12Q: 3 clusters Score -1911932 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1912157.250000 Penalty: 3067.981689
	Iteration 13Q: 3 clusters Score -1912157 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1912318.375000 Penalty: 3067.981689
	Iteration 14Q: 3 clusters Score -1912318 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1912424.750000 Penalty: 3067.981689
	Iteration 15Q: 3 clusters Score -1912425 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1912508.125000 Penalty: 3067.981689
	Iteration 16Q: 3 clusters Score -1912508 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1912564.500000 Penalty: 3067.981689
	Iteration 17Q: 3 clusters Score -1912564 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1912599.625000 Penalty: 3067.981689
	Iteration 18Q: 3 clusters Score -1912600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1912618.000000 Penalty: 3067.981689
	Iteration 19Q: 3 clusters Score -1912618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1912641.625000 Penalty: 3067.981689
	Iteration 20F: 3 clusters Score -1912642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1912658.750000 Penalty: 3067.981689
	Iteration 21Q: 3 clusters Score -1912659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1912671.000000 Penalty: 3067.981689
	Iteration 22Q: 3 clusters Score -1912671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1912676.750000 Penalty: 3067.981689
	Iteration 23Q: 3 clusters Score -1912677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1912682.250000 Penalty: 3067.981689
	Iteration 24Q: 3 clusters Score -1912682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1912684.125000 Penalty: 3067.981689
	Iteration 25Q: 3 clusters Score -1912684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1912684.125000 Penalty: 3067.981689
	Iteration 26F: 3 clusters Score -1912684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Entering Unmasked Estep 
Score: -212685.421875 Penalty: 1193.306763
	Iteration 0F: 2 clusters Score -212685.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -210884.281250 Penalty: 2386.613525
	Iteration 0F: 3 clusters Score -210884.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -211250.859375 Penalty: 2386.613525
	Iteration 1F: 3 clusters Score -211250.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -211370.062500 Penalty: 2386.613525
	Iteration 2F: 3 clusters Score -211370.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -211469.421875 Penalty: 2386.613525
	Iteration 3F: 3 clusters Score -211469.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -211612.250000 Penalty: 2386.613525
	Iteration 4F: 3 clusters Score -211612.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -211911.531250 Penalty: 2386.613525
	Iteration 5F: 3 clusters Score -211911.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -212245.156250 Penalty: 2386.613525
	Iteration 6F: 3 clusters Score -212245.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -212471.500000 Penalty: 2386.613525
	Iteration 7F: 3 clusters Score -212471.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -212574.484375 Penalty: 2386.613525
	Iteration 8Q: 3 clusters Score -212574.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -212624.843750 Penalty: 2386.613525
	Iteration 9Q: 3 clusters Score -212624.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -212646.296875 Penalty: 2386.613525
	Iteration 10Q: 3 clusters Score -212646.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -212655.859375 Penalty: 2386.613525
	Iteration 11Q: 3 clusters Score -212655.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -212665.312500 Penalty: 2386.613525
	Iteration 12Q: 3 clusters Score -212665.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -212667.843750 Penalty: 2386.613525
	Iteration 13Q: 3 clusters Score -212667.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -212670.500000 Penalty: 2386.613525
	Iteration 14Q: 3 clusters Score -212670.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -212672.531250 Penalty: 2386.613525
	Iteration 15Q: 3 clusters Score -212672.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -212678.031250 Penalty: 2386.613525
	Iteration 16Q: 3 clusters Score -212678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -212680.750000 Penalty: 2386.613525
	Iteration 17Q: 3 clusters Score -212680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -212681.406250 Penalty: 2386.613525
	Iteration 18Q: 3 clusters Score -212681.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -212681.406250 Penalty: 2386.613525
	Iteration 19F: 3 clusters Score -212681.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Entering Unmasked Estep 
Score: -3020125.000000 Penalty: 1606.934937
	Iteration 0F: 2 clusters Score -3020125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -3007541.750000 Penalty: 3213.869873
	Iteration 0F: 3 clusters Score -3007542 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -3012585.250000 Penalty: 3213.869873
	Iteration 1F: 3 clusters Score -3012585 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -3012976.250000 Penalty: 3213.869873
	Iteration 2F: 3 clusters Score -3012976 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -3013358.250000 Penalty: 3213.869873
	Iteration 3Q: 3 clusters Score -3013358 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -3013734.000000 Penalty: 3213.869873
	Iteration 4Q: 3 clusters Score -3013734 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -3014086.000000 Penalty: 3213.869873
	Iteration 5Q: 3 clusters Score -3014086 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -3014390.000000 Penalty: 3213.869873
	Iteration 6Q: 3 clusters Score -3014390 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -3014663.750000 Penalty: 3213.869873
	Iteration 7Q: 3 clusters Score -3014664 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -3014968.750000 Penalty: 3213.869873
	Iteration 8Q: 3 clusters Score -3014969 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3015266.000000 Penalty: 3213.869873
	Iteration 9Q: 3 clusters Score -3015266 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -3015584.250000 Penalty: 3213.869873
	Iteration 10Q: 3 clusters Score -3015584 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -3015928.500000 Penalty: 3213.869873
	Iteration 11Q: 3 clusters Score -3015928 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -3016268.250000 Penalty: 3213.869873
	Iteration 12Q: 3 clusters Score -3016268 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3016626.750000 Penalty: 3213.869873
	Iteration 13Q: 3 clusters Score -3016627 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3016990.000000 Penalty: 3213.869873
	Iteration 14Q: 3 clusters Score -3016990 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3017396.500000 Penalty: 3213.869873
	Iteration 15Q: 3 clusters Score -3017396 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3017750.000000 Penalty: 3213.869873
	Iteration 16Q: 3 clusters Score -3017750 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3018044.500000 Penalty: 3213.869873
	Iteration 17Q: 3 clusters Score -3018044 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3018311.500000 Penalty: 3213.869873
	Iteration 18Q: 3 clusters Score -3018312 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3018551.750000 Penalty: 3213.869873
	Iteration 19Q: 3 clusters Score -3018552 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3018698.000000 Penalty: 3213.869873
	Iteration 20F: 3 clusters Score -3018698 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3018773.500000 Penalty: 3213.869873
	Iteration 21Q: 3 clusters Score -3018774 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3018814.500000 Penalty: 3213.869873
	Iteration 22Q: 3 clusters Score -3018814 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3018830.500000 Penalty: 3213.869873
	Iteration 23Q: 3 clusters Score -3018830 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3018849.250000 Penalty: 3213.869873
	Iteration 24Q: 3 clusters Score -3018849 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3018875.500000 Penalty: 3213.869873
	Iteration 25Q: 3 clusters Score -3018876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3018892.000000 Penalty: 3213.869873
	Iteration 26Q: 3 clusters Score -3018892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3018901.000000 Penalty: 3213.869873
	Iteration 27Q: 3 clusters Score -3018901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3018904.750000 Penalty: 3213.869873
	Iteration 28Q: 3 clusters Score -3018905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3018909.250000 Penalty: 3213.869873
	Iteration 29Q: 3 clusters Score -3018909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3018907.500000 Penalty: 3213.869873
	Iteration 30Q: 3 clusters Score -3018908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3018908.000000 Penalty: 3213.869873
	Iteration 31Q: 3 clusters Score -3018908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3018907.000000 Penalty: 3213.869873
	Iteration 32Q: 3 clusters Score -3018907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3018904.000000 Penalty: 3213.869873
	Iteration 33Q: 3 clusters Score -3018904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3018899.250000 Penalty: 3213.869873
	Iteration 34Q: 3 clusters Score -3018899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3018900.750000 Penalty: 3213.869873
	Iteration 35Q: 3 clusters Score -3018901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3018903.500000 Penalty: 3213.869873
	Iteration 36Q: 3 clusters Score -3018904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3018902.250000 Penalty: 3213.869873
	Iteration 37Q: 3 clusters Score -3018902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3018902.250000 Penalty: 3213.869873
	Iteration 38F: 3 clusters Score -3018902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Entering Unmasked Estep 
Score: -150399.906250 Penalty: 1126.046509
	Iteration 0F: 2 clusters Score -150399.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -148919.031250 Penalty: 2252.093018
	Iteration 0F: 3 clusters Score -148919 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -149183.234375 Penalty: 2252.093018
	Iteration 1F: 3 clusters Score -149183.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -149255.281250 Penalty: 2252.093018
	Iteration 2F: 3 clusters Score -149255.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -149278.234375 Penalty: 2252.093018
	Iteration 3Q: 3 clusters Score -149278.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -149298.437500 Penalty: 2252.093018
	Iteration 4Q: 3 clusters Score -149298.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -149308.421875 Penalty: 2252.093018
	Iteration 5Q: 3 clusters Score -149308.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -149315.890625 Penalty: 2252.093018
	Iteration 6Q: 3 clusters Score -149315.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -149319.468750 Penalty: 2252.093018
	Iteration 7Q: 3 clusters Score -149319.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -149323.265625 Penalty: 2252.093018
	Iteration 8Q: 3 clusters Score -149323.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -149328.265625 Penalty: 2252.093018
	Iteration 9Q: 3 clusters Score -149328.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -149331.156250 Penalty: 2252.093018
	Iteration 10Q: 3 clusters Score -149331.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -149332.343750 Penalty: 2252.093018
	Iteration 11Q: 3 clusters Score -149332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -149333.250000 Penalty: 2252.093018
	Iteration 12Q: 3 clusters Score -149333.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -149333.890625 Penalty: 2252.093018
	Iteration 13Q: 3 clusters Score -149333.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -149335.156250 Penalty: 2252.093018
	Iteration 14Q: 3 clusters Score -149335.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -149335.156250 Penalty: 2252.093018
	Iteration 15F: 3 clusters Score -149335.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Entering Unmasked Estep 
Score: -3009982.000000 Penalty: 1606.662598
	Iteration 0F: 2 clusters Score -3009982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2997799.750000 Penalty: 3213.325195
	Iteration 0F: 3 clusters Score -2997800 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -3002527.750000 Penalty: 3213.325195
	Iteration 1F: 3 clusters Score -3002528 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -3002892.000000 Penalty: 3213.325195
	Iteration 2F: 3 clusters Score -3002892 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -3003277.000000 Penalty: 3213.325195
	Iteration 3Q: 3 clusters Score -3003277 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -3003752.250000 Penalty: 3213.325195
	Iteration 4F: 3 clusters Score -3003752 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3004317.750000 Penalty: 3213.325195
	Iteration 5F: 3 clusters Score -3004318 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -3005032.000000 Penalty: 3213.325195
	Iteration 6F: 3 clusters Score -3005032 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -3005931.750000 Penalty: 3213.325195
	Iteration 7F: 3 clusters Score -3005932 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -3006922.250000 Penalty: 3213.325195
	Iteration 8F: 3 clusters Score -3006922 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -3007730.500000 Penalty: 3213.325195
	Iteration 9F: 3 clusters Score -3007730 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -3008256.500000 Penalty: 3213.325195
	Iteration 10Q: 3 clusters Score -3008256 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -3008445.750000 Penalty: 3213.325195
	Iteration 11Q: 3 clusters Score -3008446 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -3008545.750000 Penalty: 3213.325195
	Iteration 12Q: 3 clusters Score -3008546 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -3008582.750000 Penalty: 3213.325195
	Iteration 13Q: 3 clusters Score -3008583 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -3008612.500000 Penalty: 3213.325195
	Iteration 14Q: 3 clusters Score -3008612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3008628.750000 Penalty: 3213.325195
	Iteration 15Q: 3 clusters Score -3008629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -3008637.250000 Penalty: 3213.325195
	Iteration 16Q: 3 clusters Score -3008637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -3008643.500000 Penalty: 3213.325195
	Iteration 17Q: 3 clusters Score -3008644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -3008651.000000 Penalty: 3213.325195
	Iteration 18Q: 3 clusters Score -3008651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -3008662.250000 Penalty: 3213.325195
	Iteration 19Q: 3 clusters Score -3008662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -3008664.750000 Penalty: 3213.325195
	Iteration 20F: 3 clusters Score -3008665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -3008677.500000 Penalty: 3213.325195
	Iteration 21Q: 3 clusters Score -3008678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -3008684.500000 Penalty: 3213.325195
	Iteration 22Q: 3 clusters Score -3008684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -3008683.250000 Penalty: 3213.325195
	Iteration 23Q: 3 clusters Score -3008683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -3008681.250000 Penalty: 3213.325195
	Iteration 24Q: 3 clusters Score -3008681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3008684.000000 Penalty: 3213.325195
	Iteration 25Q: 3 clusters Score -3008684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -3008683.750000 Penalty: 3213.325195
	Iteration 26Q: 3 clusters Score -3008684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -3008684.750000 Penalty: 3213.325195
	Iteration 27Q: 3 clusters Score -3008685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -3008684.750000 Penalty: 3213.325195
	Iteration 28F: 3 clusters Score -3008685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -214350.453125 Penalty: 1197.764771
	Iteration 0F: 2 clusters Score -214350.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -212563.046875 Penalty: 2395.529541
	Iteration 0F: 3 clusters Score -212563 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -212983.531250 Penalty: 2395.529541
	Iteration 1F: 3 clusters Score -212983.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -213110.921875 Penalty: 2395.529541
	Iteration 2F: 3 clusters Score -213110.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -213171.359375 Penalty: 2395.529541
	Iteration 3Q: 3 clusters Score -213171.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -213211.250000 Penalty: 2395.529541
	Iteration 4Q: 3 clusters Score -213211.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -213255.234375 Penalty: 2395.529541
	Iteration 5Q: 3 clusters Score -213255.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -213292.375000 Penalty: 2395.529541
	Iteration 6Q: 3 clusters Score -213292.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -213338.218750 Penalty: 2395.529541
	Iteration 7Q: 3 clusters Score -213338.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -213384.937500 Penalty: 2395.529541
	Iteration 8Q: 3 clusters Score -213384.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -213429.328125 Penalty: 2395.529541
	Iteration 9Q: 3 clusters Score -213429.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -213459.140625 Penalty: 2395.529541
	Iteration 10Q: 3 clusters Score -213459.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -213481.500000 Penalty: 2395.529541
	Iteration 11Q: 3 clusters Score -213481.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -213499.265625 Penalty: 2395.529541
	Iteration 12Q: 3 clusters Score -213499.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -213519.718750 Penalty: 2395.529541
	Iteration 13Q: 3 clusters Score -213519.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -213534.046875 Penalty: 2395.529541
	Iteration 14Q: 3 clusters Score -213534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -213537.609375 Penalty: 2395.529541
	Iteration 15Q: 3 clusters Score -213537.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -213541.859375 Penalty: 2395.529541
	Iteration 16Q: 3 clusters Score -213541.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -213549.687500 Penalty: 2395.529541
	Iteration 17Q: 3 clusters Score -213549.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -213556.875000 Penalty: 2395.529541
	Iteration 18Q: 3 clusters Score -213556.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -213561.312500 Penalty: 2395.529541
	Iteration 19Q: 3 clusters Score -213561.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -213567.468750 Penalty: 2395.529541
	Iteration 20F: 3 clusters Score -213567.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -213570.203125 Penalty: 2395.529541
	Iteration 21Q: 3 clusters Score -213570.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -213573.468750 Penalty: 2395.529541
	Iteration 22Q: 3 clusters Score -213573.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -213579.312500 Penalty: 2395.529541
	Iteration 23Q: 3 clusters Score -213579.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -213585.062500 Penalty: 2395.529541
	Iteration 24Q: 3 clusters Score -213585.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -213589.578125 Penalty: 2395.529541
	Iteration 25Q: 3 clusters Score -213589.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -213592.453125 Penalty: 2395.529541
	Iteration 26Q: 3 clusters Score -213592.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -213595.765625 Penalty: 2395.529541
	Iteration 27Q: 3 clusters Score -213595.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -213598.109375 Penalty: 2395.529541
	Iteration 28Q: 3 clusters Score -213598.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -213600.109375 Penalty: 2395.529541
	Iteration 29Q: 3 clusters Score -213600.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -213601.234375 Penalty: 2395.529541
	Iteration 30Q: 3 clusters Score -213601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -213601.125000 Penalty: 2395.529541
	Iteration 31Q: 3 clusters Score -213601.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -213601.843750 Penalty: 2395.529541
	Iteration 32Q: 3 clusters Score -213601.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -213601.843750 Penalty: 2395.529541
	Iteration 33F: 3 clusters Score -213601.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Entering Unmasked Estep 
Score: -1184652.375000 Penalty: 1466.421265
	Iteration 0F: 2 clusters Score -1184652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1178674.750000 Penalty: 2932.842529
	Iteration 0F: 3 clusters Score -1178675 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1180553.500000 Penalty: 2932.842529
	Iteration 1F: 3 clusters Score -1180554 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1180885.250000 Penalty: 2932.842529
	Iteration 2F: 3 clusters Score -1180885 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1181175.375000 Penalty: 2932.842529
	Iteration 3F: 3 clusters Score -1181175 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1181477.875000 Penalty: 2932.842529
	Iteration 4F: 3 clusters Score -1181478 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1181780.500000 Penalty: 2932.842529
	Iteration 5F: 3 clusters Score -1181780 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1182058.875000 Penalty: 2932.842529
	Iteration 6F: 3 clusters Score -1182059 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1182307.000000 Penalty: 2932.842529
	Iteration 7Q: 3 clusters Score -1182307 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1182557.375000 Penalty: 2932.842529
	Iteration 8Q: 3 clusters Score -1182557 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1182769.875000 Penalty: 2932.842529
	Iteration 9Q: 3 clusters Score -1182770 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1182942.000000 Penalty: 2932.842529
	Iteration 10Q: 3 clusters Score -1182942 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1183080.125000 Penalty: 2932.842529
	Iteration 11Q: 3 clusters Score -1183080 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1183174.250000 Penalty: 2932.842529
	Iteration 12Q: 3 clusters Score -1183174 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1183237.125000 Penalty: 2932.842529
	Iteration 13Q: 3 clusters Score -1183237 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1183283.750000 Penalty: 2932.842529
	Iteration 14Q: 3 clusters Score -1183284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1183323.625000 Penalty: 2932.842529
	Iteration 15Q: 3 clusters Score -1183324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1183345.750000 Penalty: 2932.842529
	Iteration 16Q: 3 clusters Score -1183346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1183367.250000 Penalty: 2932.842529
	Iteration 17Q: 3 clusters Score -1183367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1183381.250000 Penalty: 2932.842529
	Iteration 18Q: 3 clusters Score -1183381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1183396.125000 Penalty: 2932.842529
	Iteration 19Q: 3 clusters Score -1183396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1183407.875000 Penalty: 2932.842529
	Iteration 20F: 3 clusters Score -1183408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1183415.375000 Penalty: 2932.842529
	Iteration 21Q: 3 clusters Score -1183415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1183420.250000 Penalty: 2932.842529
	Iteration 22Q: 3 clusters Score -1183420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1183426.000000 Penalty: 2932.842529
	Iteration 23Q: 3 clusters Score -1183426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1183431.625000 Penalty: 2932.842529
	Iteration 24Q: 3 clusters Score -1183432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1183434.875000 Penalty: 2932.842529
	Iteration 25Q: 3 clusters Score -1183435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1183434.000000 Penalty: 2932.842529
	Iteration 26Q: 3 clusters Score -1183434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1183434.000000 Penalty: 2932.842529
	Iteration 27F: 3 clusters Score -1183434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Entering Unmasked Estep 
Score: -535478.000000 Penalty: 1346.026733
	Iteration 0F: 2 clusters Score -535478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -532148.250000 Penalty: 2692.053467
	Iteration 0F: 3 clusters Score -532148.2 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -533007.687500 Penalty: 2692.053467
	Iteration 1F: 3 clusters Score -533007.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -533175.437500 Penalty: 2692.053467
	Iteration 2F: 3 clusters Score -533175.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -533266.125000 Penalty: 2692.053467
	Iteration 3F: 3 clusters Score -533266.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -533324.937500 Penalty: 2692.053467
	Iteration 4Q: 3 clusters Score -533324.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -533367.687500 Penalty: 2692.053467
	Iteration 5Q: 3 clusters Score -533367.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -533397.437500 Penalty: 2692.053467
	Iteration 6Q: 3 clusters Score -533397.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -533419.437500 Penalty: 2692.053467
	Iteration 7Q: 3 clusters Score -533419.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -533441.937500 Penalty: 2692.053467
	Iteration 8Q: 3 clusters Score -533441.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -533463.062500 Penalty: 2692.053467
	Iteration 9Q: 3 clusters Score -533463.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -533489.812500 Penalty: 2692.053467
	Iteration 10Q: 3 clusters Score -533489.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -533531.437500 Penalty: 2692.053467
	Iteration 11Q: 3 clusters Score -533531.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -533576.687500 Penalty: 2692.053467
	Iteration 12Q: 3 clusters Score -533576.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -533640.937500 Penalty: 2692.053467
	Iteration 13Q: 3 clusters Score -533640.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -533717.437500 Penalty: 2692.053467
	Iteration 14Q: 3 clusters Score -533717.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -533819.187500 Penalty: 2692.053467
	Iteration 15Q: 3 clusters Score -533819.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -533942.187500 Penalty: 2692.053467
	Iteration 16Q: 3 clusters Score -533942.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -534125.562500 Penalty: 2692.053467
	Iteration 17Q: 3 clusters Score -534125.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -534329.187500 Penalty: 2692.053467
	Iteration 18F: 3 clusters Score -534329.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -534484.187500 Penalty: 2692.053467
	Iteration 19Q: 3 clusters Score -534484.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -534619.500000 Penalty: 2692.053467
	Iteration 20F: 3 clusters Score -534619.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -534724.062500 Penalty: 2692.053467
	Iteration 21Q: 3 clusters Score -534724.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -534805.562500 Penalty: 2692.053467
	Iteration 22Q: 3 clusters Score -534805.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -534858.500000 Penalty: 2692.053467
	Iteration 23Q: 3 clusters Score -534858.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -534886.625000 Penalty: 2692.053467
	Iteration 24Q: 3 clusters Score -534886.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -534903.750000 Penalty: 2692.053467
	Iteration 25Q: 3 clusters Score -534903.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -534911.375000 Penalty: 2692.053467
	Iteration 26Q: 3 clusters Score -534911.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -534913.250000 Penalty: 2692.053467
	Iteration 27Q: 3 clusters Score -534913.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -534916.000000 Penalty: 2692.053467
	Iteration 28Q: 3 clusters Score -534916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -534920.250000 Penalty: 2692.053467
	Iteration 29Q: 3 clusters Score -534920.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -534922.562500 Penalty: 2692.053467
	Iteration 30Q: 3 clusters Score -534922.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -534924.687500 Penalty: 2692.053467
	Iteration 31Q: 3 clusters Score -534924.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -534926.625000 Penalty: 2692.053467
	Iteration 32Q: 3 clusters Score -534926.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -534928.000000 Penalty: 2692.053467
	Iteration 33Q: 3 clusters Score -534928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -534927.812500 Penalty: 2692.053467
	Iteration 34Q: 3 clusters Score -534927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -534927.937500 Penalty: 2692.053467
	Iteration 35Q: 3 clusters Score -534927.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -534929.312500 Penalty: 2692.053467
	Iteration 36Q: 3 clusters Score -534929.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -534929.312500 Penalty: 2692.053467
	Iteration 37Q: 3 clusters Score -534929.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -534929.312500 Penalty: 2692.053467
	Iteration 38F: 3 clusters Score -534929.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -43893.933594 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -43893.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42947.945312 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -42947.95 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43161.140625 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -43161.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43251.003906 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -43251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43298.777344 Penalty: 1959.190430
	Iteration 3F: 3 clusters Score -43298.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43331.953125 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -43331.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43365.343750 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -43365.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43389.042969 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -43389.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43398.164062 Penalty: 1959.190430
	Iteration 7Q: 3 clusters Score -43398.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43407.511719 Penalty: 1959.190430
	Iteration 8Q: 3 clusters Score -43407.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43412.164062 Penalty: 1959.190430
	Iteration 9Q: 3 clusters Score -43412.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43412.164062 Penalty: 1959.190430
	Iteration 10F: 3 clusters Score -43412.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -249817.937500 Penalty: 1229.777710
	Iteration 0F: 2 clusters Score -249817.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -247773.531250 Penalty: 2459.555420
	Iteration 0F: 3 clusters Score -247773.5 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -248290.406250 Penalty: 2459.555420
	Iteration 1F: 3 clusters Score -248290.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -248413.484375 Penalty: 2459.555420
	Iteration 2F: 3 clusters Score -248413.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -248482.703125 Penalty: 2459.555420
	Iteration 3Q: 3 clusters Score -248482.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -248529.359375 Penalty: 2459.555420
	Iteration 4Q: 3 clusters Score -248529.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -248568.640625 Penalty: 2459.555420
	Iteration 5Q: 3 clusters Score -248568.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -248605.187500 Penalty: 2459.555420
	Iteration 6Q: 3 clusters Score -248605.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -248641.109375 Penalty: 2459.555420
	Iteration 7Q: 3 clusters Score -248641.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -248665.359375 Penalty: 2459.555420
	Iteration 8Q: 3 clusters Score -248665.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -248686.062500 Penalty: 2459.555420
	Iteration 9Q: 3 clusters Score -248686.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -248711.328125 Penalty: 2459.555420
	Iteration 10Q: 3 clusters Score -248711.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -248731.109375 Penalty: 2459.555420
	Iteration 11Q: 3 clusters Score -248731.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -248747.812500 Penalty: 2459.555420
	Iteration 12Q: 3 clusters Score -248747.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -248762.062500 Penalty: 2459.555420
	Iteration 13Q: 3 clusters Score -248762.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -248774.796875 Penalty: 2459.555420
	Iteration 14Q: 3 clusters Score -248774.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -248787.640625 Penalty: 2459.555420
	Iteration 15Q: 3 clusters Score -248787.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -248799.000000 Penalty: 2459.555420
	Iteration 16Q: 3 clusters Score -248799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -248817.390625 Penalty: 2459.555420
	Iteration 17Q: 3 clusters Score -248817.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -248827.796875 Penalty: 2459.555420
	Iteration 18Q: 3 clusters Score -248827.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -248835.359375 Penalty: 2459.555420
	Iteration 19Q: 3 clusters Score -248835.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -248838.296875 Penalty: 2459.555420
	Iteration 20F: 3 clusters Score -248838.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -248839.843750 Penalty: 2459.555420
	Iteration 21Q: 3 clusters Score -248839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -248841.453125 Penalty: 2459.555420
	Iteration 22Q: 3 clusters Score -248841.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -248843.109375 Penalty: 2459.555420
	Iteration 23Q: 3 clusters Score -248843.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -248845.671875 Penalty: 2459.555420
	Iteration 24Q: 3 clusters Score -248845.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -248848.140625 Penalty: 2459.555420
	Iteration 25Q: 3 clusters Score -248848.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -248850.046875 Penalty: 2459.555420
	Iteration 26Q: 3 clusters Score -248850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -248850.031250 Penalty: 2459.555420
	Iteration 27Q: 3 clusters Score -248850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -248850.296875 Penalty: 2459.555420
	Iteration 28Q: 3 clusters Score -248850.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -248850.765625 Penalty: 2459.555420
	Iteration 29Q: 3 clusters Score -248850.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -248850.765625 Penalty: 2459.555420
	Iteration 30F: 3 clusters Score -248850.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Entering Unmasked Estep 
Score: -947818.500000 Penalty: 1432.762695
	Iteration 0F: 2 clusters Score -947818.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -942729.187500 Penalty: 2865.525391
	Iteration 0F: 3 clusters Score -942729.2 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -944298.187500 Penalty: 2865.525391
	Iteration 1F: 3 clusters Score -944298.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -944570.437500 Penalty: 2865.525391
	Iteration 2F: 3 clusters Score -944570.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -944755.625000 Penalty: 2865.525391
	Iteration 3F: 3 clusters Score -944755.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -944895.125000 Penalty: 2865.525391
	Iteration 4Q: 3 clusters Score -944895.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -945006.062500 Penalty: 2865.525391
	Iteration 5Q: 3 clusters Score -945006.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -945101.875000 Penalty: 2865.525391
	Iteration 6Q: 3 clusters Score -945101.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -945193.375000 Penalty: 2865.525391
	Iteration 7Q: 3 clusters Score -945193.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -945294.750000 Penalty: 2865.525391
	Iteration 8Q: 3 clusters Score -945294.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -945383.500000 Penalty: 2865.525391
	Iteration 9Q: 3 clusters Score -945383.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -945467.625000 Penalty: 2865.525391
	Iteration 10Q: 3 clusters Score -945467.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -945546.875000 Penalty: 2865.525391
	Iteration 11Q: 3 clusters Score -945546.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -945618.437500 Penalty: 2865.525391
	Iteration 12Q: 3 clusters Score -945618.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -945683.250000 Penalty: 2865.525391
	Iteration 13Q: 3 clusters Score -945683.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -945740.375000 Penalty: 2865.525391
	Iteration 14Q: 3 clusters Score -945740.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -945803.875000 Penalty: 2865.525391
	Iteration 15Q: 3 clusters Score -945803.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -945866.437500 Penalty: 2865.525391
	Iteration 16Q: 3 clusters Score -945866.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -945920.812500 Penalty: 2865.525391
	Iteration 17Q: 3 clusters Score -945920.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -945990.500000 Penalty: 2865.525391
	Iteration 18Q: 3 clusters Score -945990.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -946064.125000 Penalty: 2865.525391
	Iteration 19Q: 3 clusters Score -946064.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -946133.312500 Penalty: 2865.525391
	Iteration 20F: 3 clusters Score -946133.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -946201.937500 Penalty: 2865.525391
	Iteration 21Q: 3 clusters Score -946201.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -946269.937500 Penalty: 2865.525391
	Iteration 22Q: 3 clusters Score -946269.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -946329.875000 Penalty: 2865.525391
	Iteration 23Q: 3 clusters Score -946329.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -946387.750000 Penalty: 2865.525391
	Iteration 24Q: 3 clusters Score -946387.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -946427.125000 Penalty: 2865.525391
	Iteration 25Q: 3 clusters Score -946427.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -946460.562500 Penalty: 2865.525391
	Iteration 26Q: 3 clusters Score -946460.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -946492.562500 Penalty: 2865.525391
	Iteration 27Q: 3 clusters Score -946492.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -946518.187500 Penalty: 2865.525391
	Iteration 28Q: 3 clusters Score -946518.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -946536.625000 Penalty: 2865.525391
	Iteration 29Q: 3 clusters Score -946536.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -946563.750000 Penalty: 2865.525391
	Iteration 30Q: 3 clusters Score -946563.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -946582.062500 Penalty: 2865.525391
	Iteration 31Q: 3 clusters Score -946582.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -946600.125000 Penalty: 2865.525391
	Iteration 32Q: 3 clusters Score -946600.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -946623.750000 Penalty: 2865.525391
	Iteration 33Q: 3 clusters Score -946623.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -946646.687500 Penalty: 2865.525391
	Iteration 34Q: 3 clusters Score -946646.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -946675.875000 Penalty: 2865.525391
	Iteration 35Q: 3 clusters Score -946675.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -946698.500000 Penalty: 2865.525391
	Iteration 36Q: 3 clusters Score -946698.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -946715.187500 Penalty: 2865.525391
	Iteration 37Q: 3 clusters Score -946715.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -946730.437500 Penalty: 2865.525391
	Iteration 38Q: 3 clusters Score -946730.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -946739.875000 Penalty: 2865.525391
	Iteration 39Q: 3 clusters Score -946739.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -946746.000000 Penalty: 2865.525391
	Iteration 40F: 3 clusters Score -946746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -946751.875000 Penalty: 2865.525391
	Iteration 41Q: 3 clusters Score -946751.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -946755.125000 Penalty: 2865.525391
	Iteration 42Q: 3 clusters Score -946755.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -946761.562500 Penalty: 2865.525391
	Iteration 43Q: 3 clusters Score -946761.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -946768.375000 Penalty: 2865.525391
	Iteration 44Q: 3 clusters Score -946768.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -946769.625000 Penalty: 2865.525391
	Iteration 45Q: 3 clusters Score -946769.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -946768.937500 Penalty: 2865.525391
	Iteration 46Q: 3 clusters Score -946768.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -946769.562500 Penalty: 2865.525391
	Iteration 47Q: 3 clusters Score -946769.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -946769.562500 Penalty: 2865.525391
	Iteration 48F: 3 clusters Score -946769.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Entering Unmasked Estep 
Score: -102957.953125 Penalty: 1096.482788
	Iteration 0F: 2 clusters Score -102958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -101664.632812 Penalty: 2192.965576
	Iteration 0F: 3 clusters Score -101664.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -101957.898438 Penalty: 2192.965576
	Iteration 1F: 3 clusters Score -101957.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102063.609375 Penalty: 2192.965576
	Iteration 2F: 3 clusters Score -102063.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -102136.726562 Penalty: 2192.965576
	Iteration 3F: 3 clusters Score -102136.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -102178.687500 Penalty: 2192.965576
	Iteration 4Q: 3 clusters Score -102178.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -102199.062500 Penalty: 2192.965576
	Iteration 5Q: 3 clusters Score -102199.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -102207.328125 Penalty: 2192.965576
	Iteration 6Q: 3 clusters Score -102207.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -102211.968750 Penalty: 2192.965576
	Iteration 7Q: 3 clusters Score -102212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -102213.085938 Penalty: 2192.965576
	Iteration 8Q: 3 clusters Score -102213.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -102213.585938 Penalty: 2192.965576
	Iteration 9Q: 3 clusters Score -102213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -102213.867188 Penalty: 2192.965576
	Iteration 10Q: 3 clusters Score -102213.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -102213.867188 Penalty: 2192.965576
	Iteration 11F: 3 clusters Score -102213.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -48145.527344 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -48145.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47251.464844 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -47251.46 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47444.292969 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -47444.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47475.195312 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -47475.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47499.519531 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -47499.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47509.562500 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -47509.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47524.835938 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -47524.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47537.843750 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -47537.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47543.515625 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -47543.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47543.957031 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -47543.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47548.636719 Penalty: 1924.512939
	Iteration 9Q: 3 clusters Score -47548.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47572.421875 Penalty: 1924.512939
	Iteration 10Q: 3 clusters Score -47572.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47584.007812 Penalty: 1924.512939
	Iteration 11Q: 3 clusters Score -47584.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47590.457031 Penalty: 1924.512939
	Iteration 12Q: 3 clusters Score -47590.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47600.593750 Penalty: 1924.512939
	Iteration 13Q: 3 clusters Score -47600.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47631.742188 Penalty: 1924.512939
	Iteration 14Q: 3 clusters Score -47631.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -47662.503906 Penalty: 1924.512939
	Iteration 15Q: 3 clusters Score -47662.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47693.019531 Penalty: 1924.512939
	Iteration 16Q: 3 clusters Score -47693.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47711.355469 Penalty: 1924.512939
	Iteration 17Q: 3 clusters Score -47711.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -47718.011719 Penalty: 1924.512939
	Iteration 18Q: 3 clusters Score -47718.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -47718.664062 Penalty: 1924.512939
	Iteration 19Q: 3 clusters Score -47718.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -47723.175781 Penalty: 1924.512939
	Iteration 20F: 3 clusters Score -47723.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Entering Unmasked Estep 
Score: -2860567.000000 Penalty: 1599.140869
	Iteration 0F: 2 clusters Score -2860567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2848158.750000 Penalty: 3198.281738
	Iteration 0F: 3 clusters Score -2848159 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2852807.250000 Penalty: 3198.281738
	Iteration 1F: 3 clusters Score -2852807 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2853287.500000 Penalty: 3198.281738
	Iteration 2F: 3 clusters Score -2853288 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2853896.500000 Penalty: 3198.281738
	Iteration 3F: 3 clusters Score -2853896 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2854609.250000 Penalty: 3198.281738
	Iteration 4F: 3 clusters Score -2854609 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2855396.250000 Penalty: 3198.281738
	Iteration 5F: 3 clusters Score -2855396 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2856230.000000 Penalty: 3198.281738
	Iteration 6F: 3 clusters Score -2856230 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2857014.000000 Penalty: 3198.281738
	Iteration 7F: 3 clusters Score -2857014 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2857643.750000 Penalty: 3198.281738
	Iteration 8Q: 3 clusters Score -2857644 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2858176.000000 Penalty: 3198.281738
	Iteration 9Q: 3 clusters Score -2858176 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2858551.000000 Penalty: 3198.281738
	Iteration 10Q: 3 clusters Score -2858551 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2858765.250000 Penalty: 3198.281738
	Iteration 11Q: 3 clusters Score -2858765 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2858889.000000 Penalty: 3198.281738
	Iteration 12Q: 3 clusters Score -2858889 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2858992.250000 Penalty: 3198.281738
	Iteration 13Q: 3 clusters Score -2858992 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2859045.500000 Penalty: 3198.281738
	Iteration 14Q: 3 clusters Score -2859046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2859079.750000 Penalty: 3198.281738
	Iteration 15Q: 3 clusters Score -2859080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2859109.250000 Penalty: 3198.281738
	Iteration 16Q: 3 clusters Score -2859109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2859129.750000 Penalty: 3198.281738
	Iteration 17Q: 3 clusters Score -2859130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2859149.000000 Penalty: 3198.281738
	Iteration 18Q: 3 clusters Score -2859149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2859173.500000 Penalty: 3198.281738
	Iteration 19Q: 3 clusters Score -2859174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2859181.000000 Penalty: 3198.281738
	Iteration 20F: 3 clusters Score -2859181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2859194.750000 Penalty: 3198.281738
	Iteration 21Q: 3 clusters Score -2859195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2859202.500000 Penalty: 3198.281738
	Iteration 22Q: 3 clusters Score -2859202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2859211.250000 Penalty: 3198.281738
	Iteration 23Q: 3 clusters Score -2859211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2859215.250000 Penalty: 3198.281738
	Iteration 24Q: 3 clusters Score -2859215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2859218.750000 Penalty: 3198.281738
	Iteration 25Q: 3 clusters Score -2859219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2859220.250000 Penalty: 3198.281738
	Iteration 26Q: 3 clusters Score -2859220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2859217.250000 Penalty: 3198.281738
	Iteration 27Q: 3 clusters Score -2859217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2859217.250000 Penalty: 3198.281738
	Iteration 28F: 3 clusters Score -2859217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Entering Unmasked Estep 
Score: -3021487.750000 Penalty: 1607.132812
	Iteration 0F: 2 clusters Score -3021488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3008722.000000 Penalty: 3214.265625
	Iteration 0F: 3 clusters Score -3008722 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3013577.250000 Penalty: 3214.265625
	Iteration 1F: 3 clusters Score -3013577 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3014025.000000 Penalty: 3214.265625
	Iteration 2F: 3 clusters Score -3014025 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -3014421.500000 Penalty: 3214.265625
	Iteration 3Q: 3 clusters Score -3014422 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3014825.750000 Penalty: 3214.265625
	Iteration 4Q: 3 clusters Score -3014826 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -3015203.250000 Penalty: 3214.265625
	Iteration 5Q: 3 clusters Score -3015203 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -3015553.000000 Penalty: 3214.265625
	Iteration 6Q: 3 clusters Score -3015553 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -3015876.250000 Penalty: 3214.265625
	Iteration 7Q: 3 clusters Score -3015876 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -3016179.750000 Penalty: 3214.265625
	Iteration 8Q: 3 clusters Score -3016180 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -3016513.750000 Penalty: 3214.265625
	Iteration 9Q: 3 clusters Score -3016514 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -3016887.500000 Penalty: 3214.265625
	Iteration 10Q: 3 clusters Score -3016888 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3017339.000000 Penalty: 3214.265625
	Iteration 11Q: 3 clusters Score -3017339 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3017854.750000 Penalty: 3214.265625
	Iteration 12Q: 3 clusters Score -3017855 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -3018374.000000 Penalty: 3214.265625
	Iteration 13Q: 3 clusters Score -3018374 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -3018857.750000 Penalty: 3214.265625
	Iteration 14Q: 3 clusters Score -3018858 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -3019217.000000 Penalty: 3214.265625
	Iteration 15Q: 3 clusters Score -3019217 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3019473.750000 Penalty: 3214.265625
	Iteration 16Q: 3 clusters Score -3019474 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -3019680.000000 Penalty: 3214.265625
	Iteration 17Q: 3 clusters Score -3019680 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -3019779.500000 Penalty: 3214.265625
	Iteration 18Q: 3 clusters Score -3019780 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -3019865.750000 Penalty: 3214.265625
	Iteration 19Q: 3 clusters Score -3019866 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -3019950.750000 Penalty: 3214.265625
	Iteration 20F: 3 clusters Score -3019951 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -3020027.500000 Penalty: 3214.265625
	Iteration 21Q: 3 clusters Score -3020028 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -3020053.250000 Penalty: 3214.265625
	Iteration 22Q: 3 clusters Score -3020053 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -3020085.750000 Penalty: 3214.265625
	Iteration 23Q: 3 clusters Score -3020086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -3020111.500000 Penalty: 3214.265625
	Iteration 24Q: 3 clusters Score -3020112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -3020129.500000 Penalty: 3214.265625
	Iteration 25Q: 3 clusters Score -3020130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -3020143.250000 Penalty: 3214.265625
	Iteration 26Q: 3 clusters Score -3020143 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -3020147.500000 Penalty: 3214.265625
	Iteration 27Q: 3 clusters Score -3020148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -3020157.750000 Penalty: 3214.265625
	Iteration 28Q: 3 clusters Score -3020158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -3020163.500000 Penalty: 3214.265625
	Iteration 29Q: 3 clusters Score -3020164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3020178.750000 Penalty: 3214.265625
	Iteration 30Q: 3 clusters Score -3020179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -3020187.000000 Penalty: 3214.265625
	Iteration 31Q: 3 clusters Score -3020187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -3020190.000000 Penalty: 3214.265625
	Iteration 32Q: 3 clusters Score -3020190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -3020196.250000 Penalty: 3214.265625
	Iteration 33Q: 3 clusters Score -3020196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -3020198.500000 Penalty: 3214.265625
	Iteration 34Q: 3 clusters Score -3020198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -3020201.250000 Penalty: 3214.265625
	Iteration 35Q: 3 clusters Score -3020201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -3020205.250000 Penalty: 3214.265625
	Iteration 36Q: 3 clusters Score -3020205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -3020205.250000 Penalty: 3214.265625
	Iteration 37F: 3 clusters Score -3020205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -369605.218750 Penalty: 1289.765381
	Iteration 0F: 2 clusters Score -369605.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -367029.531250 Penalty: 2579.530762
	Iteration 0F: 3 clusters Score -367029.5 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -367811.156250 Penalty: 2579.530762
	Iteration 1F: 3 clusters Score -367811.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -368108.687500 Penalty: 2579.530762
	Iteration 2F: 3 clusters Score -368108.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -368397.625000 Penalty: 2579.530762
	Iteration 3F: 3 clusters Score -368397.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -368637.500000 Penalty: 2579.530762
	Iteration 4F: 3 clusters Score -368637.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -368817.781250 Penalty: 2579.530762
	Iteration 5F: 3 clusters Score -368817.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -368943.906250 Penalty: 2579.530762
	Iteration 6Q: 3 clusters Score -368943.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -369019.656250 Penalty: 2579.530762
	Iteration 7Q: 3 clusters Score -369019.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -369058.875000 Penalty: 2579.530762
	Iteration 8Q: 3 clusters Score -369058.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -369081.468750 Penalty: 2579.530762
	Iteration 9Q: 3 clusters Score -369081.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -369096.656250 Penalty: 2579.530762
	Iteration 10Q: 3 clusters Score -369096.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -369109.968750 Penalty: 2579.530762
	Iteration 11Q: 3 clusters Score -369110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -369116.187500 Penalty: 2579.530762
	Iteration 12Q: 3 clusters Score -369116.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -369119.093750 Penalty: 2579.530762
	Iteration 13Q: 3 clusters Score -369119.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -369121.000000 Penalty: 2579.530762
	Iteration 14Q: 3 clusters Score -369121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -369121.937500 Penalty: 2579.530762
	Iteration 15Q: 3 clusters Score -369121.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -369122.968750 Penalty: 2579.530762
	Iteration 16Q: 3 clusters Score -369123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -369123.375000 Penalty: 2579.530762
	Iteration 17Q: 3 clusters Score -369123.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -369125.093750 Penalty: 2579.530762
	Iteration 18Q: 3 clusters Score -369125.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -369126.187500 Penalty: 2579.530762
	Iteration 19Q: 3 clusters Score -369126.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -369125.843750 Penalty: 2579.530762
	Iteration 20F: 3 clusters Score -369125.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -369126.437500 Penalty: 2579.530762
	Iteration 21Q: 3 clusters Score -369126.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -369126.437500 Penalty: 2579.530762
	Iteration 22F: 3 clusters Score -369126.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Entering Unmasked Estep 
Score: -273434.718750 Penalty: 1230.280762
	Iteration 0F: 2 clusters Score -273434.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -271434.687500 Penalty: 2460.561523
	Iteration 0F: 3 clusters Score -271434.7 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -271916.968750 Penalty: 2460.561523
	Iteration 1F: 3 clusters Score -271917 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -272050.437500 Penalty: 2460.561523
	Iteration 2F: 3 clusters Score -272050.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -272182.562500 Penalty: 2460.561523
	Iteration 3F: 3 clusters Score -272182.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -272284.000000 Penalty: 2460.561523
	Iteration 4F: 3 clusters Score -272284 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -272365.187500 Penalty: 2460.561523
	Iteration 5Q: 3 clusters Score -272365.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -272433.312500 Penalty: 2460.561523
	Iteration 6Q: 3 clusters Score -272433.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -272491.968750 Penalty: 2460.561523
	Iteration 7Q: 3 clusters Score -272492 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -272540.781250 Penalty: 2460.561523
	Iteration 8Q: 3 clusters Score -272540.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -272578.250000 Penalty: 2460.561523
	Iteration 9Q: 3 clusters Score -272578.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -272603.187500 Penalty: 2460.561523
	Iteration 10Q: 3 clusters Score -272603.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -272614.687500 Penalty: 2460.561523
	Iteration 11Q: 3 clusters Score -272614.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -272622.031250 Penalty: 2460.561523
	Iteration 12Q: 3 clusters Score -272622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -272629.562500 Penalty: 2460.561523
	Iteration 13Q: 3 clusters Score -272629.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -272636.531250 Penalty: 2460.561523
	Iteration 14Q: 3 clusters Score -272636.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -272651.000000 Penalty: 2460.561523
	Iteration 15Q: 3 clusters Score -272651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -272662.906250 Penalty: 2460.561523
	Iteration 16Q: 3 clusters Score -272662.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -272667.875000 Penalty: 2460.561523
	Iteration 17Q: 3 clusters Score -272667.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -272671.500000 Penalty: 2460.561523
	Iteration 18Q: 3 clusters Score -272671.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -272674.187500 Penalty: 2460.561523
	Iteration 19Q: 3 clusters Score -272674.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -272677.562500 Penalty: 2460.561523
	Iteration 20F: 3 clusters Score -272677.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -272681.343750 Penalty: 2460.561523
	Iteration 21Q: 3 clusters Score -272681.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -272684.750000 Penalty: 2460.561523
	Iteration 22Q: 3 clusters Score -272684.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -272686.187500 Penalty: 2460.561523
	Iteration 23Q: 3 clusters Score -272686.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -272687.781250 Penalty: 2460.561523
	Iteration 24Q: 3 clusters Score -272687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -272689.531250 Penalty: 2460.561523
	Iteration 25Q: 3 clusters Score -272689.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -272690.531250 Penalty: 2460.561523
	Iteration 26Q: 3 clusters Score -272690.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -272692.656250 Penalty: 2460.561523
	Iteration 27Q: 3 clusters Score -272692.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -272694.531250 Penalty: 2460.561523
	Iteration 28Q: 3 clusters Score -272694.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -272696.843750 Penalty: 2460.561523
	Iteration 29Q: 3 clusters Score -272696.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -272698.843750 Penalty: 2460.561523
	Iteration 30Q: 3 clusters Score -272698.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -272701.218750 Penalty: 2460.561523
	Iteration 31Q: 3 clusters Score -272701.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -272703.750000 Penalty: 2460.561523
	Iteration 32Q: 3 clusters Score -272703.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -272706.375000 Penalty: 2460.561523
	Iteration 33Q: 3 clusters Score -272706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -272707.156250 Penalty: 2460.561523
	Iteration 34Q: 3 clusters Score -272707.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -272707.156250 Penalty: 2460.561523
	Iteration 35F: 3 clusters Score -272707.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Entering Unmasked Estep 
Score: -1493577.875000 Penalty: 1496.956299
	Iteration 0F: 2 clusters Score -1493578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1486499.500000 Penalty: 2993.912598
	Iteration 0F: 3 clusters Score -1486500 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1488985.000000 Penalty: 2993.912598
	Iteration 1F: 3 clusters Score -1488985 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1489406.500000 Penalty: 2993.912598
	Iteration 2F: 3 clusters Score -1489406 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1489805.875000 Penalty: 2993.912598
	Iteration 3F: 3 clusters Score -1489806 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1490149.125000 Penalty: 2993.912598
	Iteration 4F: 3 clusters Score -1490149 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1490486.375000 Penalty: 2993.912598
	Iteration 5F: 3 clusters Score -1490486 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1490801.875000 Penalty: 2993.912598
	Iteration 6Q: 3 clusters Score -1490802 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1491113.375000 Penalty: 2993.912598
	Iteration 7Q: 3 clusters Score -1491113 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1491376.250000 Penalty: 2993.912598
	Iteration 8Q: 3 clusters Score -1491376 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1491604.875000 Penalty: 2993.912598
	Iteration 9Q: 3 clusters Score -1491605 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1491790.875000 Penalty: 2993.912598
	Iteration 10Q: 3 clusters Score -1491791 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1491942.125000 Penalty: 2993.912598
	Iteration 11Q: 3 clusters Score -1491942 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1492082.875000 Penalty: 2993.912598
	Iteration 12Q: 3 clusters Score -1492083 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1492199.375000 Penalty: 2993.912598
	Iteration 13Q: 3 clusters Score -1492199 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1492309.125000 Penalty: 2993.912598
	Iteration 14Q: 3 clusters Score -1492309 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1492392.375000 Penalty: 2993.912598
	Iteration 15Q: 3 clusters Score -1492392 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1492449.750000 Penalty: 2993.912598
	Iteration 16Q: 3 clusters Score -1492450 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1492501.000000 Penalty: 2993.912598
	Iteration 17Q: 3 clusters Score -1492501 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1492544.875000 Penalty: 2993.912598
	Iteration 18Q: 3 clusters Score -1492545 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1492582.375000 Penalty: 2993.912598
	Iteration 19Q: 3 clusters Score -1492582 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1492622.125000 Penalty: 2993.912598
	Iteration 20F: 3 clusters Score -1492622 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1492650.250000 Penalty: 2993.912598
	Iteration 21Q: 3 clusters Score -1492650 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1492682.125000 Penalty: 2993.912598
	Iteration 22Q: 3 clusters Score -1492682 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1492713.000000 Penalty: 2993.912598
	Iteration 23Q: 3 clusters Score -1492713 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1492734.000000 Penalty: 2993.912598
	Iteration 24Q: 3 clusters Score -1492734 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1492754.375000 Penalty: 2993.912598
	Iteration 25Q: 3 clusters Score -1492754 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1492769.000000 Penalty: 2993.912598
	Iteration 26Q: 3 clusters Score -1492769 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1492778.625000 Penalty: 2993.912598
	Iteration 27Q: 3 clusters Score -1492779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1492785.250000 Penalty: 2993.912598
	Iteration 28Q: 3 clusters Score -1492785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1492791.250000 Penalty: 2993.912598
	Iteration 29Q: 3 clusters Score -1492791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1492797.625000 Penalty: 2993.912598
	Iteration 30Q: 3 clusters Score -1492798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1492806.125000 Penalty: 2993.912598
	Iteration 31Q: 3 clusters Score -1492806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1492813.375000 Penalty: 2993.912598
	Iteration 32Q: 3 clusters Score -1492813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1492818.750000 Penalty: 2993.912598
	Iteration 33Q: 3 clusters Score -1492819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1492820.125000 Penalty: 2993.912598
	Iteration 34Q: 3 clusters Score -1492820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1492824.000000 Penalty: 2993.912598
	Iteration 35Q: 3 clusters Score -1492824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1492825.000000 Penalty: 2993.912598
	Iteration 36Q: 3 clusters Score -1492825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1492824.125000 Penalty: 2993.912598
	Iteration 37Q: 3 clusters Score -1492824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1492828.500000 Penalty: 2993.912598
	Iteration 38Q: 3 clusters Score -1492828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1492833.500000 Penalty: 2993.912598
	Iteration 39Q: 3 clusters Score -1492834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1492834.875000 Penalty: 2993.912598
	Iteration 40F: 3 clusters Score -1492835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1492834.625000 Penalty: 2993.912598
	Iteration 41Q: 3 clusters Score -1492835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1492836.750000 Penalty: 2993.912598
	Iteration 42Q: 3 clusters Score -1492837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1492835.750000 Penalty: 2993.912598
	Iteration 43Q: 3 clusters Score -1492836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1492834.875000 Penalty: 2993.912598
	Iteration 44Q: 3 clusters Score -1492835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1492835.875000 Penalty: 2993.912598
	Iteration 45Q: 3 clusters Score -1492836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1492835.000000 Penalty: 2993.912598
	Iteration 46Q: 3 clusters Score -1492835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1492834.125000 Penalty: 2993.912598
	Iteration 47Q: 3 clusters Score -1492834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1492834.750000 Penalty: 2993.912598
	Iteration 48Q: 3 clusters Score -1492835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1492834.000000 Penalty: 2993.912598
	Iteration 49Q: 3 clusters Score -1492834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1492837.500000 Penalty: 2993.912598
	Iteration 50Q: 3 clusters Score -1492838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1492837.500000 Penalty: 2993.912598
	Iteration 51Q: 3 clusters Score -1492838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1492836.750000 Penalty: 2993.912598
	Iteration 52Q: 3 clusters Score -1492837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1492837.500000 Penalty: 2993.912598
	Iteration 53Q: 3 clusters Score -1492838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1492839.625000 Penalty: 2993.912598
	Iteration 54Q: 3 clusters Score -1492840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1492840.000000 Penalty: 2993.912598
	Iteration 55Q: 3 clusters Score -1492840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1492838.625000 Penalty: 2993.912598
	Iteration 56Q: 3 clusters Score -1492839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1492837.500000 Penalty: 2993.912598
	Iteration 57Q: 3 clusters Score -1492838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1492840.125000 Penalty: 2993.912598
	Iteration 58Q: 3 clusters Score -1492840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1492841.250000 Penalty: 2993.912598
	Iteration 59Q: 3 clusters Score -1492841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1492840.250000 Penalty: 2993.912598
	Iteration 60F: 3 clusters Score -1492840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Entering Unmasked Estep 
Score: -1044666.562500 Penalty: 1446.626953
	Iteration 0F: 2 clusters Score -1044667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1039253.562500 Penalty: 2893.253906
	Iteration 0F: 3 clusters Score -1039254 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1040805.500000 Penalty: 2893.253906
	Iteration 1F: 3 clusters Score -1040806 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1041055.062500 Penalty: 2893.253906
	Iteration 2F: 3 clusters Score -1041055 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1041238.875000 Penalty: 2893.253906
	Iteration 3F: 3 clusters Score -1041239 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1041396.687500 Penalty: 2893.253906
	Iteration 4Q: 3 clusters Score -1041397 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1041530.750000 Penalty: 2893.253906
	Iteration 5Q: 3 clusters Score -1041531 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1041645.687500 Penalty: 2893.253906
	Iteration 6Q: 3 clusters Score -1041646 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1041744.437500 Penalty: 2893.253906
	Iteration 7Q: 3 clusters Score -1041744 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1041851.937500 Penalty: 2893.253906
	Iteration 8Q: 3 clusters Score -1041852 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1041967.000000 Penalty: 2893.253906
	Iteration 9Q: 3 clusters Score -1041967 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1042080.750000 Penalty: 2893.253906
	Iteration 10Q: 3 clusters Score -1042081 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1042218.500000 Penalty: 2893.253906
	Iteration 11Q: 3 clusters Score -1042218 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1042359.187500 Penalty: 2893.253906
	Iteration 12Q: 3 clusters Score -1042359 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1042475.125000 Penalty: 2893.253906
	Iteration 13Q: 3 clusters Score -1042475 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1042601.875000 Penalty: 2893.253906
	Iteration 14Q: 3 clusters Score -1042602 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1042711.375000 Penalty: 2893.253906
	Iteration 15Q: 3 clusters Score -1042711 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1042834.750000 Penalty: 2893.253906
	Iteration 16Q: 3 clusters Score -1042835 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1042939.687500 Penalty: 2893.253906
	Iteration 17Q: 3 clusters Score -1042940 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1043031.937500 Penalty: 2893.253906
	Iteration 18Q: 3 clusters Score -1043032 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1043111.375000 Penalty: 2893.253906
	Iteration 19Q: 3 clusters Score -1043111 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1043178.125000 Penalty: 2893.253906
	Iteration 20F: 3 clusters Score -1043178 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1043236.125000 Penalty: 2893.253906
	Iteration 21Q: 3 clusters Score -1043236 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1043276.062500 Penalty: 2893.253906
	Iteration 22Q: 3 clusters Score -1043276 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1043305.312500 Penalty: 2893.253906
	Iteration 23Q: 3 clusters Score -1043305 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1043331.562500 Penalty: 2893.253906
	Iteration 24Q: 3 clusters Score -1043332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1043363.875000 Penalty: 2893.253906
	Iteration 25Q: 3 clusters Score -1043364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1043391.312500 Penalty: 2893.253906
	Iteration 26Q: 3 clusters Score -1043391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1043413.125000 Penalty: 2893.253906
	Iteration 27Q: 3 clusters Score -1043413 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1043444.937500 Penalty: 2893.253906
	Iteration 28Q: 3 clusters Score -1043445 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1043491.437500 Penalty: 2893.253906
	Iteration 29Q: 3 clusters Score -1043491 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1043543.812500 Penalty: 2893.253906
	Iteration 30Q: 3 clusters Score -1043544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1043578.875000 Penalty: 2893.253906
	Iteration 31Q: 3 clusters Score -1043579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1043604.125000 Penalty: 2893.253906
	Iteration 32Q: 3 clusters Score -1043604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1043615.250000 Penalty: 2893.253906
	Iteration 33Q: 3 clusters Score -1043615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1043625.000000 Penalty: 2893.253906
	Iteration 34Q: 3 clusters Score -1043625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1043630.625000 Penalty: 2893.253906
	Iteration 35Q: 3 clusters Score -1043631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1043636.875000 Penalty: 2893.253906
	Iteration 36Q: 3 clusters Score -1043637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1043639.250000 Penalty: 2893.253906
	Iteration 37Q: 3 clusters Score -1043639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1043639.750000 Penalty: 2893.253906
	Iteration 38Q: 3 clusters Score -1043640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1043641.062500 Penalty: 2893.253906
	Iteration 39Q: 3 clusters Score -1043641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1043642.125000 Penalty: 2893.253906
	Iteration 40F: 3 clusters Score -1043642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1043645.687500 Penalty: 2893.253906
	Iteration 41Q: 3 clusters Score -1043646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1043648.062500 Penalty: 2893.253906
	Iteration 42Q: 3 clusters Score -1043648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1043648.312500 Penalty: 2893.253906
	Iteration 43Q: 3 clusters Score -1043648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1043648.687500 Penalty: 2893.253906
	Iteration 44Q: 3 clusters Score -1043649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1043649.375000 Penalty: 2893.253906
	Iteration 45Q: 3 clusters Score -1043649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1043651.625000 Penalty: 2893.253906
	Iteration 46Q: 3 clusters Score -1043652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1043651.625000 Penalty: 2893.253906
	Iteration 47F: 3 clusters Score -1043652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -194256.468750 Penalty: 1199.595215
	Iteration 0F: 2 clusters Score -194256.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -192505.640625 Penalty: 2399.190430
	Iteration 0F: 3 clusters Score -192505.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -193020.750000 Penalty: 2399.190430
	Iteration 1F: 3 clusters Score -193020.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -193292.203125 Penalty: 2399.190430
	Iteration 2F: 3 clusters Score -193292.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -193503.031250 Penalty: 2399.190430
	Iteration 3F: 3 clusters Score -193503 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -193710.593750 Penalty: 2399.190430
	Iteration 4F: 3 clusters Score -193710.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -193839.687500 Penalty: 2399.190430
	Iteration 5F: 3 clusters Score -193839.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -193918.578125 Penalty: 2399.190430
	Iteration 6Q: 3 clusters Score -193918.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -193977.265625 Penalty: 2399.190430
	Iteration 7Q: 3 clusters Score -193977.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -194013.656250 Penalty: 2399.190430
	Iteration 8Q: 3 clusters Score -194013.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -194036.515625 Penalty: 2399.190430
	Iteration 9Q: 3 clusters Score -194036.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -194054.203125 Penalty: 2399.190430
	Iteration 10Q: 3 clusters Score -194054.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -194071.296875 Penalty: 2399.190430
	Iteration 11Q: 3 clusters Score -194071.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -194085.625000 Penalty: 2399.190430
	Iteration 12Q: 3 clusters Score -194085.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -194097.796875 Penalty: 2399.190430
	Iteration 13Q: 3 clusters Score -194097.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -194103.375000 Penalty: 2399.190430
	Iteration 14Q: 3 clusters Score -194103.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -194106.296875 Penalty: 2399.190430
	Iteration 15Q: 3 clusters Score -194106.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -194108.031250 Penalty: 2399.190430
	Iteration 16Q: 3 clusters Score -194108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -194108.406250 Penalty: 2399.190430
	Iteration 17Q: 3 clusters Score -194108.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -194108.406250 Penalty: 2399.190430
	Iteration 18F: 3 clusters Score -194108.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Entering Unmasked Estep 
Score: -450626.718750 Penalty: 1321.086792
	Iteration 0F: 2 clusters Score -450626.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -447669.593750 Penalty: 2642.173584
	Iteration 0F: 3 clusters Score -447669.6 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -448584.781250 Penalty: 2642.173584
	Iteration 1F: 3 clusters Score -448584.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -448944.125000 Penalty: 2642.173584
	Iteration 2F: 3 clusters Score -448944.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -449247.531250 Penalty: 2642.173584
	Iteration 3F: 3 clusters Score -449247.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -449481.218750 Penalty: 2642.173584
	Iteration 4F: 3 clusters Score -449481.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -449637.375000 Penalty: 2642.173584
	Iteration 5F: 3 clusters Score -449637.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -449725.343750 Penalty: 2642.173584
	Iteration 6Q: 3 clusters Score -449725.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -449776.093750 Penalty: 2642.173584
	Iteration 7Q: 3 clusters Score -449776.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -449807.906250 Penalty: 2642.173584
	Iteration 8Q: 3 clusters Score -449807.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -449838.000000 Penalty: 2642.173584
	Iteration 9Q: 3 clusters Score -449838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -449866.437500 Penalty: 2642.173584
	Iteration 10Q: 3 clusters Score -449866.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -449891.531250 Penalty: 2642.173584
	Iteration 11Q: 3 clusters Score -449891.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -449905.562500 Penalty: 2642.173584
	Iteration 12Q: 3 clusters Score -449905.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -449920.125000 Penalty: 2642.173584
	Iteration 13Q: 3 clusters Score -449920.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -449929.093750 Penalty: 2642.173584
	Iteration 14Q: 3 clusters Score -449929.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -449936.625000 Penalty: 2642.173584
	Iteration 15Q: 3 clusters Score -449936.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -449942.125000 Penalty: 2642.173584
	Iteration 16Q: 3 clusters Score -449942.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -449946.406250 Penalty: 2642.173584
	Iteration 17Q: 3 clusters Score -449946.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -449953.562500 Penalty: 2642.173584
	Iteration 18Q: 3 clusters Score -449953.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -449960.593750 Penalty: 2642.173584
	Iteration 19Q: 3 clusters Score -449960.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -449964.656250 Penalty: 2642.173584
	Iteration 20F: 3 clusters Score -449964.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -449970.750000 Penalty: 2642.173584
	Iteration 21Q: 3 clusters Score -449970.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -449979.531250 Penalty: 2642.173584
	Iteration 22Q: 3 clusters Score -449979.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -449991.718750 Penalty: 2642.173584
	Iteration 23Q: 3 clusters Score -449991.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -450003.906250 Penalty: 2642.173584
	Iteration 24Q: 3 clusters Score -450003.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -450019.500000 Penalty: 2642.173584
	Iteration 25Q: 3 clusters Score -450019.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -450033.875000 Penalty: 2642.173584
	Iteration 26Q: 3 clusters Score -450033.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -450044.656250 Penalty: 2642.173584
	Iteration 27Q: 3 clusters Score -450044.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -450053.562500 Penalty: 2642.173584
	Iteration 28Q: 3 clusters Score -450053.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -450063.625000 Penalty: 2642.173584
	Iteration 29Q: 3 clusters Score -450063.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -450071.562500 Penalty: 2642.173584
	Iteration 30Q: 3 clusters Score -450071.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -450081.031250 Penalty: 2642.173584
	Iteration 31Q: 3 clusters Score -450081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -450087.875000 Penalty: 2642.173584
	Iteration 32Q: 3 clusters Score -450087.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -450096.343750 Penalty: 2642.173584
	Iteration 33Q: 3 clusters Score -450096.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -450108.718750 Penalty: 2642.173584
	Iteration 34Q: 3 clusters Score -450108.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -450118.312500 Penalty: 2642.173584
	Iteration 35Q: 3 clusters Score -450118.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -450123.562500 Penalty: 2642.173584
	Iteration 36Q: 3 clusters Score -450123.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -450128.968750 Penalty: 2642.173584
	Iteration 37Q: 3 clusters Score -450129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -450139.968750 Penalty: 2642.173584
	Iteration 38Q: 3 clusters Score -450140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -450157.343750 Penalty: 2642.173584
	Iteration 39Q: 3 clusters Score -450157.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -450170.187500 Penalty: 2642.173584
	Iteration 40F: 3 clusters Score -450170.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -450185.031250 Penalty: 2642.173584
	Iteration 41Q: 3 clusters Score -450185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -450198.968750 Penalty: 2642.173584
	Iteration 42Q: 3 clusters Score -450199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -450218.593750 Penalty: 2642.173584
	Iteration 43Q: 3 clusters Score -450218.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -450235.156250 Penalty: 2642.173584
	Iteration 44Q: 3 clusters Score -450235.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -450246.656250 Penalty: 2642.173584
	Iteration 45Q: 3 clusters Score -450246.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -450263.156250 Penalty: 2642.173584
	Iteration 46Q: 3 clusters Score -450263.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -450282.343750 Penalty: 2642.173584
	Iteration 47Q: 3 clusters Score -450282.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -450302.156250 Penalty: 2642.173584
	Iteration 48Q: 3 clusters Score -450302.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -450311.218750 Penalty: 2642.173584
	Iteration 49Q: 3 clusters Score -450311.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -450319.562500 Penalty: 2642.173584
	Iteration 50Q: 3 clusters Score -450319.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -450323.218750 Penalty: 2642.173584
	Iteration 51Q: 3 clusters Score -450323.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -450327.187500 Penalty: 2642.173584
	Iteration 52Q: 3 clusters Score -450327.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -450331.343750 Penalty: 2642.173584
	Iteration 53Q: 3 clusters Score -450331.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -450335.593750 Penalty: 2642.173584
	Iteration 54Q: 3 clusters Score -450335.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -450342.093750 Penalty: 2642.173584
	Iteration 55Q: 3 clusters Score -450342.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -450347.625000 Penalty: 2642.173584
	Iteration 56Q: 3 clusters Score -450347.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -450354.750000 Penalty: 2642.173584
	Iteration 57Q: 3 clusters Score -450354.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -450359.281250 Penalty: 2642.173584
	Iteration 58Q: 3 clusters Score -450359.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -450366.812500 Penalty: 2642.173584
	Iteration 59Q: 3 clusters Score -450366.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -450371.968750 Penalty: 2642.173584
	Iteration 60F: 3 clusters Score -450372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -450376.562500 Penalty: 2642.173584
	Iteration 61Q: 3 clusters Score -450376.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -450381.687500 Penalty: 2642.173584
	Iteration 62Q: 3 clusters Score -450381.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -450385.500000 Penalty: 2642.173584
	Iteration 63Q: 3 clusters Score -450385.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -450387.312500 Penalty: 2642.173584
	Iteration 64Q: 3 clusters Score -450387.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -450388.625000 Penalty: 2642.173584
	Iteration 65Q: 3 clusters Score -450388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -450388.312500 Penalty: 2642.173584
	Iteration 66Q: 3 clusters Score -450388.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -450389.093750 Penalty: 2642.173584
	Iteration 67Q: 3 clusters Score -450389.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -450389.093750 Penalty: 2642.173584
	Iteration 68F: 3 clusters Score -450389.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Entering Unmasked Estep 
Score: -424956.437500 Penalty: 1317.602295
	Iteration 0F: 2 clusters Score -424956.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -422033.843750 Penalty: 2635.204590
	Iteration 0F: 3 clusters Score -422033.8 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -422800.687500 Penalty: 2635.204590
	Iteration 1F: 3 clusters Score -422800.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -422963.156250 Penalty: 2635.204590
	Iteration 2F: 3 clusters Score -422963.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -423043.562500 Penalty: 2635.204590
	Iteration 3Q: 3 clusters Score -423043.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -423102.250000 Penalty: 2635.204590
	Iteration 4Q: 3 clusters Score -423102.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -423157.093750 Penalty: 2635.204590
	Iteration 5Q: 3 clusters Score -423157.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -423205.531250 Penalty: 2635.204590
	Iteration 6Q: 3 clusters Score -423205.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -423234.968750 Penalty: 2635.204590
	Iteration 7Q: 3 clusters Score -423235 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -423270.625000 Penalty: 2635.204590
	Iteration 8Q: 3 clusters Score -423270.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -423305.781250 Penalty: 2635.204590
	Iteration 9Q: 3 clusters Score -423305.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -423332.500000 Penalty: 2635.204590
	Iteration 10Q: 3 clusters Score -423332.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -423350.312500 Penalty: 2635.204590
	Iteration 11Q: 3 clusters Score -423350.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -423363.812500 Penalty: 2635.204590
	Iteration 12Q: 3 clusters Score -423363.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -423376.625000 Penalty: 2635.204590
	Iteration 13Q: 3 clusters Score -423376.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -423387.750000 Penalty: 2635.204590
	Iteration 14Q: 3 clusters Score -423387.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -423393.437500 Penalty: 2635.204590
	Iteration 15Q: 3 clusters Score -423393.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -423398.031250 Penalty: 2635.204590
	Iteration 16Q: 3 clusters Score -423398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -423406.656250 Penalty: 2635.204590
	Iteration 17Q: 3 clusters Score -423406.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -423416.750000 Penalty: 2635.204590
	Iteration 18Q: 3 clusters Score -423416.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -423424.437500 Penalty: 2635.204590
	Iteration 19Q: 3 clusters Score -423424.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -423432.125000 Penalty: 2635.204590
	Iteration 20F: 3 clusters Score -423432.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -423441.906250 Penalty: 2635.204590
	Iteration 21Q: 3 clusters Score -423441.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -423453.031250 Penalty: 2635.204590
	Iteration 22Q: 3 clusters Score -423453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -423463.750000 Penalty: 2635.204590
	Iteration 23Q: 3 clusters Score -423463.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -423472.625000 Penalty: 2635.204590
	Iteration 24Q: 3 clusters Score -423472.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -423484.812500 Penalty: 2635.204590
	Iteration 25Q: 3 clusters Score -423484.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -423494.656250 Penalty: 2635.204590
	Iteration 26Q: 3 clusters Score -423494.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -423508.937500 Penalty: 2635.204590
	Iteration 27Q: 3 clusters Score -423508.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -423521.750000 Penalty: 2635.204590
	Iteration 28Q: 3 clusters Score -423521.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -423541.031250 Penalty: 2635.204590
	Iteration 29Q: 3 clusters Score -423541 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -423557.281250 Penalty: 2635.204590
	Iteration 30Q: 3 clusters Score -423557.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -423575.750000 Penalty: 2635.204590
	Iteration 31Q: 3 clusters Score -423575.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -423597.187500 Penalty: 2635.204590
	Iteration 32Q: 3 clusters Score -423597.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -423624.000000 Penalty: 2635.204590
	Iteration 33Q: 3 clusters Score -423624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -423647.750000 Penalty: 2635.204590
	Iteration 34Q: 3 clusters Score -423647.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -423664.031250 Penalty: 2635.204590
	Iteration 35Q: 3 clusters Score -423664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -423682.531250 Penalty: 2635.204590
	Iteration 36Q: 3 clusters Score -423682.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -423697.125000 Penalty: 2635.204590
	Iteration 37Q: 3 clusters Score -423697.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -423707.312500 Penalty: 2635.204590
	Iteration 38Q: 3 clusters Score -423707.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -423722.937500 Penalty: 2635.204590
	Iteration 39Q: 3 clusters Score -423722.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -423740.562500 Penalty: 2635.204590
	Iteration 40F: 3 clusters Score -423740.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -423749.093750 Penalty: 2635.204590
	Iteration 41Q: 3 clusters Score -423749.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -423763.562500 Penalty: 2635.204590
	Iteration 42Q: 3 clusters Score -423763.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -423778.437500 Penalty: 2635.204590
	Iteration 43Q: 3 clusters Score -423778.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -423791.468750 Penalty: 2635.204590
	Iteration 44Q: 3 clusters Score -423791.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -423799.593750 Penalty: 2635.204590
	Iteration 45Q: 3 clusters Score -423799.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -423803.500000 Penalty: 2635.204590
	Iteration 46Q: 3 clusters Score -423803.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -423804.687500 Penalty: 2635.204590
	Iteration 47Q: 3 clusters Score -423804.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -423808.125000 Penalty: 2635.204590
	Iteration 48Q: 3 clusters Score -423808.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -423810.375000 Penalty: 2635.204590
	Iteration 49Q: 3 clusters Score -423810.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -423811.875000 Penalty: 2635.204590
	Iteration 50Q: 3 clusters Score -423811.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -423813.500000 Penalty: 2635.204590
	Iteration 51Q: 3 clusters Score -423813.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -423813.500000 Penalty: 2635.204590
	Iteration 52F: 3 clusters Score -423813.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (15567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Entering Unmasked Estep 
Score: -2369013.250000 Penalty: 1568.597656
	Iteration 0F: 2 clusters Score -2369013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2358679.250000 Penalty: 3137.195312
	Iteration 0F: 3 clusters Score -2358679 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2362484.500000 Penalty: 3137.195312
	Iteration 1F: 3 clusters Score -2362484 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2362853.500000 Penalty: 3137.195312
	Iteration 2F: 3 clusters Score -2362854 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2363214.500000 Penalty: 3137.195312
	Iteration 3F: 3 clusters Score -2363214 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2363614.500000 Penalty: 3137.195312
	Iteration 4F: 3 clusters Score -2363614 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2364053.000000 Penalty: 3137.195312
	Iteration 5F: 3 clusters Score -2364053 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2364571.000000 Penalty: 3137.195312
	Iteration 6F: 3 clusters Score -2364571 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2365078.250000 Penalty: 3137.195312
	Iteration 7F: 3 clusters Score -2365078 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2365498.000000 Penalty: 3137.195312
	Iteration 8Q: 3 clusters Score -2365498 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2365935.750000 Penalty: 3137.195312
	Iteration 9Q: 3 clusters Score -2365936 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2366337.750000 Penalty: 3137.195312
	Iteration 10Q: 3 clusters Score -2366338 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2366662.000000 Penalty: 3137.195312
	Iteration 11Q: 3 clusters Score -2366662 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2366891.500000 Penalty: 3137.195312
	Iteration 12Q: 3 clusters Score -2366892 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2367073.000000 Penalty: 3137.195312
	Iteration 13Q: 3 clusters Score -2367073 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2367203.750000 Penalty: 3137.195312
	Iteration 14Q: 3 clusters Score -2367204 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2367318.000000 Penalty: 3137.195312
	Iteration 15Q: 3 clusters Score -2367318 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2367390.750000 Penalty: 3137.195312
	Iteration 16Q: 3 clusters Score -2367391 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2367452.500000 Penalty: 3137.195312
	Iteration 17Q: 3 clusters Score -2367452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2367484.500000 Penalty: 3137.195312
	Iteration 18Q: 3 clusters Score -2367484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2367512.750000 Penalty: 3137.195312
	Iteration 19Q: 3 clusters Score -2367513 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2367535.750000 Penalty: 3137.195312
	Iteration 20F: 3 clusters Score -2367536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2367560.000000 Penalty: 3137.195312
	Iteration 21Q: 3 clusters Score -2367560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2367573.750000 Penalty: 3137.195312
	Iteration 22Q: 3 clusters Score -2367574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2367587.250000 Penalty: 3137.195312
	Iteration 23Q: 3 clusters Score -2367587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2367592.750000 Penalty: 3137.195312
	Iteration 24Q: 3 clusters Score -2367593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2367602.500000 Penalty: 3137.195312
	Iteration 25Q: 3 clusters Score -2367602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2367608.000000 Penalty: 3137.195312
	Iteration 26Q: 3 clusters Score -2367608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2367611.500000 Penalty: 3137.195312
	Iteration 27Q: 3 clusters Score -2367612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2367612.500000 Penalty: 3137.195312
	Iteration 28Q: 3 clusters Score -2367612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2367615.000000 Penalty: 3137.195312
	Iteration 29Q: 3 clusters Score -2367615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2367617.000000 Penalty: 3137.195312
	Iteration 30Q: 3 clusters Score -2367617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2367618.000000 Penalty: 3137.195312
	Iteration 31Q: 3 clusters Score -2367618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2367618.000000 Penalty: 3137.195312
	Iteration 32F: 3 clusters Score -2367618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Entering Unmasked Estep 
Score: -1522886.125000 Penalty: 1496.777832
	Iteration 0F: 2 clusters Score -1522886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1515732.875000 Penalty: 2993.555664
	Iteration 0F: 3 clusters Score -1515733 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1518164.125000 Penalty: 2993.555664
	Iteration 1F: 3 clusters Score -1518164 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1518596.875000 Penalty: 2993.555664
	Iteration 2F: 3 clusters Score -1518597 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1518974.250000 Penalty: 2993.555664
	Iteration 3F: 3 clusters Score -1518974 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1519292.875000 Penalty: 2993.555664
	Iteration 4F: 3 clusters Score -1519293 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1519562.500000 Penalty: 2993.555664
	Iteration 5F: 3 clusters Score -1519562 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1519837.875000 Penalty: 2993.555664
	Iteration 6Q: 3 clusters Score -1519838 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1520058.125000 Penalty: 2993.555664
	Iteration 7Q: 3 clusters Score -1520058 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1520268.500000 Penalty: 2993.555664
	Iteration 8Q: 3 clusters Score -1520268 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1520464.375000 Penalty: 2993.555664
	Iteration 9Q: 3 clusters Score -1520464 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1520625.125000 Penalty: 2993.555664
	Iteration 10Q: 3 clusters Score -1520625 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1520783.250000 Penalty: 2993.555664
	Iteration 11Q: 3 clusters Score -1520783 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1520931.500000 Penalty: 2993.555664
	Iteration 12Q: 3 clusters Score -1520932 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1521050.625000 Penalty: 2993.555664
	Iteration 13Q: 3 clusters Score -1521051 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1521149.500000 Penalty: 2993.555664
	Iteration 14Q: 3 clusters Score -1521150 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1521238.125000 Penalty: 2993.555664
	Iteration 15Q: 3 clusters Score -1521238 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1521303.000000 Penalty: 2993.555664
	Iteration 16Q: 3 clusters Score -1521303 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1521359.375000 Penalty: 2993.555664
	Iteration 17Q: 3 clusters Score -1521359 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1521399.250000 Penalty: 2993.555664
	Iteration 18Q: 3 clusters Score -1521399 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1521425.875000 Penalty: 2993.555664
	Iteration 19Q: 3 clusters Score -1521426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1521451.750000 Penalty: 2993.555664
	Iteration 20F: 3 clusters Score -1521452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1521471.625000 Penalty: 2993.555664
	Iteration 21Q: 3 clusters Score -1521472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1521493.625000 Penalty: 2993.555664
	Iteration 22Q: 3 clusters Score -1521494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1521509.375000 Penalty: 2993.555664
	Iteration 23Q: 3 clusters Score -1521509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1521516.625000 Penalty: 2993.555664
	Iteration 24Q: 3 clusters Score -1521517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1521524.875000 Penalty: 2993.555664
	Iteration 25Q: 3 clusters Score -1521525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1521527.500000 Penalty: 2993.555664
	Iteration 26Q: 3 clusters Score -1521528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1521530.625000 Penalty: 2993.555664
	Iteration 27Q: 3 clusters Score -1521531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1521530.250000 Penalty: 2993.555664
	Iteration 28Q: 3 clusters Score -1521530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1521531.375000 Penalty: 2993.555664
	Iteration 29Q: 3 clusters Score -1521531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1521530.875000 Penalty: 2993.555664
	Iteration 30Q: 3 clusters Score -1521531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1521532.875000 Penalty: 2993.555664
	Iteration 31Q: 3 clusters Score -1521533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1521532.875000 Penalty: 2993.555664
	Iteration 32Q: 3 clusters Score -1521533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1521536.125000 Penalty: 2993.555664
	Iteration 33Q: 3 clusters Score -1521536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1521538.500000 Penalty: 2993.555664
	Iteration 34Q: 3 clusters Score -1521538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1521538.375000 Penalty: 2993.555664
	Iteration 35Q: 3 clusters Score -1521538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1521546.000000 Penalty: 2993.555664
	Iteration 36Q: 3 clusters Score -1521546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1521548.500000 Penalty: 2993.555664
	Iteration 37Q: 3 clusters Score -1521548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1521553.125000 Penalty: 2993.555664
	Iteration 38Q: 3 clusters Score -1521553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1521560.375000 Penalty: 2993.555664
	Iteration 39Q: 3 clusters Score -1521560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1521568.125000 Penalty: 2993.555664
	Iteration 40F: 3 clusters Score -1521568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1521574.250000 Penalty: 2993.555664
	Iteration 41Q: 3 clusters Score -1521574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1521573.125000 Penalty: 2993.555664
	Iteration 42Q: 3 clusters Score -1521573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1521572.500000 Penalty: 2993.555664
	Iteration 43Q: 3 clusters Score -1521572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1521572.875000 Penalty: 2993.555664
	Iteration 44Q: 3 clusters Score -1521573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1521574.625000 Penalty: 2993.555664
	Iteration 45Q: 3 clusters Score -1521575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1521576.875000 Penalty: 2993.555664
	Iteration 46Q: 3 clusters Score -1521577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1521577.875000 Penalty: 2993.555664
	Iteration 47Q: 3 clusters Score -1521578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1521579.000000 Penalty: 2993.555664
	Iteration 48Q: 3 clusters Score -1521579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1521579.875000 Penalty: 2993.555664
	Iteration 49Q: 3 clusters Score -1521580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1521579.875000 Penalty: 2993.555664
	Iteration 50F: 3 clusters Score -1521580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Entering Unmasked Estep 
Score: -978054.875000 Penalty: 1433.243652
	Iteration 0F: 2 clusters Score -978054.9 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 3426 members 
Entering Unmasked Estep 
Score: -972982.062500 Penalty: 2866.487305
	Iteration 0F: 3 clusters Score -972982.1 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -974637.875000 Penalty: 2866.487305
	Iteration 1F: 3 clusters Score -974637.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -974859.062500 Penalty: 2866.487305
	Iteration 2F: 3 clusters Score -974859.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -975012.375000 Penalty: 2866.487305
	Iteration 3F: 3 clusters Score -975012.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -975114.500000 Penalty: 2866.487305
	Iteration 4Q: 3 clusters Score -975114.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -975208.562500 Penalty: 2866.487305
	Iteration 5Q: 3 clusters Score -975208.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -975271.125000 Penalty: 2866.487305
	Iteration 6Q: 3 clusters Score -975271.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -975334.500000 Penalty: 2866.487305
	Iteration 7Q: 3 clusters Score -975334.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -975385.312500 Penalty: 2866.487305
	Iteration 8Q: 3 clusters Score -975385.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -975431.875000 Penalty: 2866.487305
	Iteration 9Q: 3 clusters Score -975431.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -975467.937500 Penalty: 2866.487305
	Iteration 10Q: 3 clusters Score -975467.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -975511.500000 Penalty: 2866.487305
	Iteration 11Q: 3 clusters Score -975511.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -975548.375000 Penalty: 2866.487305
	Iteration 12Q: 3 clusters Score -975548.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -975586.500000 Penalty: 2866.487305
	Iteration 13Q: 3 clusters Score -975586.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -975631.750000 Penalty: 2866.487305
	Iteration 14Q: 3 clusters Score -975631.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -975665.625000 Penalty: 2866.487305
	Iteration 15Q: 3 clusters Score -975665.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -975688.312500 Penalty: 2866.487305
	Iteration 16Q: 3 clusters Score -975688.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -975710.437500 Penalty: 2866.487305
	Iteration 17Q: 3 clusters Score -975710.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -975725.437500 Penalty: 2866.487305
	Iteration 18Q: 3 clusters Score -975725.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -975745.375000 Penalty: 2866.487305
	Iteration 19Q: 3 clusters Score -975745.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -975767.375000 Penalty: 2866.487305
	Iteration 20F: 3 clusters Score -975767.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -975789.125000 Penalty: 2866.487305
	Iteration 21Q: 3 clusters Score -975789.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -975814.500000 Penalty: 2866.487305
	Iteration 22Q: 3 clusters Score -975814.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -975846.062500 Penalty: 2866.487305
	Iteration 23Q: 3 clusters Score -975846.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -975867.062500 Penalty: 2866.487305
	Iteration 24Q: 3 clusters Score -975867.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -975887.250000 Penalty: 2866.487305
	Iteration 25Q: 3 clusters Score -975887.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -975908.750000 Penalty: 2866.487305
	Iteration 26Q: 3 clusters Score -975908.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -975928.250000 Penalty: 2866.487305
	Iteration 27Q: 3 clusters Score -975928.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -975944.312500 Penalty: 2866.487305
	Iteration 28Q: 3 clusters Score -975944.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -975960.937500 Penalty: 2866.487305
	Iteration 29Q: 3 clusters Score -975960.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -975986.625000 Penalty: 2866.487305
	Iteration 30Q: 3 clusters Score -975986.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -976014.187500 Penalty: 2866.487305
	Iteration 31Q: 3 clusters Score -976014.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -976043.812500 Penalty: 2866.487305
	Iteration 32Q: 3 clusters Score -976043.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -976070.250000 Penalty: 2866.487305
	Iteration 33Q: 3 clusters Score -976070.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -976100.250000 Penalty: 2866.487305
	Iteration 34Q: 3 clusters Score -976100.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -976123.750000 Penalty: 2866.487305
	Iteration 35Q: 3 clusters Score -976123.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -976147.437500 Penalty: 2866.487305
	Iteration 36Q: 3 clusters Score -976147.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -976174.312500 Penalty: 2866.487305
	Iteration 37Q: 3 clusters Score -976174.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -976202.750000 Penalty: 2866.487305
	Iteration 38Q: 3 clusters Score -976202.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -976234.125000 Penalty: 2866.487305
	Iteration 39Q: 3 clusters Score -976234.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -976265.187500 Penalty: 2866.487305
	Iteration 40F: 3 clusters Score -976265.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -976301.812500 Penalty: 2866.487305
	Iteration 41Q: 3 clusters Score -976301.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -976344.312500 Penalty: 2866.487305
	Iteration 42Q: 3 clusters Score -976344.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -976379.750000 Penalty: 2866.487305
	Iteration 43Q: 3 clusters Score -976379.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -976414.375000 Penalty: 2866.487305
	Iteration 44Q: 3 clusters Score -976414.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -976441.875000 Penalty: 2866.487305
	Iteration 45Q: 3 clusters Score -976441.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -976469.375000 Penalty: 2866.487305
	Iteration 46Q: 3 clusters Score -976469.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -976498.375000 Penalty: 2866.487305
	Iteration 47Q: 3 clusters Score -976498.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -976540.312500 Penalty: 2866.487305
	Iteration 48Q: 3 clusters Score -976540.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -976579.937500 Penalty: 2866.487305
	Iteration 49Q: 3 clusters Score -976579.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -976618.625000 Penalty: 2866.487305
	Iteration 50Q: 3 clusters Score -976618.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -976653.250000 Penalty: 2866.487305
	Iteration 51Q: 3 clusters Score -976653.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -976686.125000 Penalty: 2866.487305
	Iteration 52Q: 3 clusters Score -976686.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -976707.000000 Penalty: 2866.487305
	Iteration 53Q: 3 clusters Score -976707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -976724.625000 Penalty: 2866.487305
	Iteration 54Q: 3 clusters Score -976724.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -976744.250000 Penalty: 2866.487305
	Iteration 55Q: 3 clusters Score -976744.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -976751.125000 Penalty: 2866.487305
	Iteration 56Q: 3 clusters Score -976751.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -976763.062500 Penalty: 2866.487305
	Iteration 57Q: 3 clusters Score -976763.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -976778.875000 Penalty: 2866.487305
	Iteration 58Q: 3 clusters Score -976778.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -976786.625000 Penalty: 2866.487305
	Iteration 59Q: 3 clusters Score -976786.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -976792.375000 Penalty: 2866.487305
	Iteration 60F: 3 clusters Score -976792.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -976800.562500 Penalty: 2866.487305
	Iteration 61Q: 3 clusters Score -976800.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -976807.250000 Penalty: 2866.487305
	Iteration 62Q: 3 clusters Score -976807.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -976817.000000 Penalty: 2866.487305
	Iteration 63Q: 3 clusters Score -976817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -976820.625000 Penalty: 2866.487305
	Iteration 64Q: 3 clusters Score -976820.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -976823.812500 Penalty: 2866.487305
	Iteration 65Q: 3 clusters Score -976823.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -976823.000000 Penalty: 2866.487305
	Iteration 66Q: 3 clusters Score -976823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -976824.625000 Penalty: 2866.487305
	Iteration 67Q: 3 clusters Score -976824.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -976826.125000 Penalty: 2866.487305
	Iteration 68Q: 3 clusters Score -976826.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -976827.125000 Penalty: 2866.487305
	Iteration 69Q: 3 clusters Score -976827.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -976825.812500 Penalty: 2866.487305
	Iteration 70Q: 3 clusters Score -976825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -976828.062500 Penalty: 2866.487305
	Iteration 71Q: 3 clusters Score -976828.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -976828.687500 Penalty: 2866.487305
	Iteration 72Q: 3 clusters Score -976828.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -976829.187500 Penalty: 2866.487305
	Iteration 73Q: 3 clusters Score -976829.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -976829.187500 Penalty: 2866.487305
	Iteration 74F: 3 clusters Score -976829.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Entering Unmasked Estep 
Score: -483891.406250 Penalty: 1323.227051
	Iteration 0F: 2 clusters Score -483891.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -480951.375000 Penalty: 2646.454102
	Iteration 0F: 3 clusters Score -480951.4 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -481851.906250 Penalty: 2646.454102
	Iteration 1F: 3 clusters Score -481851.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -482057.375000 Penalty: 2646.454102
	Iteration 2F: 3 clusters Score -482057.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -482197.625000 Penalty: 2646.454102
	Iteration 3F: 3 clusters Score -482197.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -482300.718750 Penalty: 2646.454102
	Iteration 4Q: 3 clusters Score -482300.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -482380.062500 Penalty: 2646.454102
	Iteration 5Q: 3 clusters Score -482380.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -482453.468750 Penalty: 2646.454102
	Iteration 6Q: 3 clusters Score -482453.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -482525.906250 Penalty: 2646.454102
	Iteration 7Q: 3 clusters Score -482525.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -482592.875000 Penalty: 2646.454102
	Iteration 8Q: 3 clusters Score -482592.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -482631.468750 Penalty: 2646.454102
	Iteration 9Q: 3 clusters Score -482631.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -482658.187500 Penalty: 2646.454102
	Iteration 10Q: 3 clusters Score -482658.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -482678.281250 Penalty: 2646.454102
	Iteration 11Q: 3 clusters Score -482678.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -482702.312500 Penalty: 2646.454102
	Iteration 12Q: 3 clusters Score -482702.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -482726.750000 Penalty: 2646.454102
	Iteration 13Q: 3 clusters Score -482726.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -482745.843750 Penalty: 2646.454102
	Iteration 14Q: 3 clusters Score -482745.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -482767.562500 Penalty: 2646.454102
	Iteration 15Q: 3 clusters Score -482767.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -482795.343750 Penalty: 2646.454102
	Iteration 16Q: 3 clusters Score -482795.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -482822.312500 Penalty: 2646.454102
	Iteration 17Q: 3 clusters Score -482822.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -482840.125000 Penalty: 2646.454102
	Iteration 18Q: 3 clusters Score -482840.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -482863.125000 Penalty: 2646.454102
	Iteration 19Q: 3 clusters Score -482863.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -482876.937500 Penalty: 2646.454102
	Iteration 20F: 3 clusters Score -482876.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -482887.031250 Penalty: 2646.454102
	Iteration 21Q: 3 clusters Score -482887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -482896.343750 Penalty: 2646.454102
	Iteration 22Q: 3 clusters Score -482896.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -482905.250000 Penalty: 2646.454102
	Iteration 23Q: 3 clusters Score -482905.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -482914.812500 Penalty: 2646.454102
	Iteration 24Q: 3 clusters Score -482914.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -482921.937500 Penalty: 2646.454102
	Iteration 25Q: 3 clusters Score -482921.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -482928.218750 Penalty: 2646.454102
	Iteration 26Q: 3 clusters Score -482928.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -482932.156250 Penalty: 2646.454102
	Iteration 27Q: 3 clusters Score -482932.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -482935.468750 Penalty: 2646.454102
	Iteration 28Q: 3 clusters Score -482935.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -482937.031250 Penalty: 2646.454102
	Iteration 29Q: 3 clusters Score -482937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -482937.687500 Penalty: 2646.454102
	Iteration 30Q: 3 clusters Score -482937.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -482937.875000 Penalty: 2646.454102
	Iteration 31Q: 3 clusters Score -482937.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -482938.468750 Penalty: 2646.454102
	Iteration 32Q: 3 clusters Score -482938.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -482938.312500 Penalty: 2646.454102
	Iteration 33Q: 3 clusters Score -482938.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -482940.406250 Penalty: 2646.454102
	Iteration 34Q: 3 clusters Score -482940.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -482940.218750 Penalty: 2646.454102
	Iteration 35Q: 3 clusters Score -482940.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -482940.750000 Penalty: 2646.454102
	Iteration 36Q: 3 clusters Score -482940.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -482940.562500 Penalty: 2646.454102
	Iteration 37Q: 3 clusters Score -482940.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -482940.562500 Penalty: 2646.454102
	Iteration 38F: 3 clusters Score -482940.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -19569.041016 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -19569.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18929.685547 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -18929.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -19108.171875 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -19108.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -19377.818359 Penalty: 1720.324097
	Iteration 2F: 3 clusters Score -19377.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -19517.345703 Penalty: 1720.324097
	Iteration 3F: 3 clusters Score -19517.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -19535.693359 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -19535.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -19537.457031 Penalty: 1720.324097
	Iteration 5Q: 3 clusters Score -19537.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -19537.457031 Penalty: 1720.324097
	Iteration 6F: 3 clusters Score -19537.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -197905.468750 Penalty: 1197.764771
	Iteration 0F: 2 clusters Score -197905.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -196061.250000 Penalty: 2395.529541
	Iteration 0F: 3 clusters Score -196061.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -196504.093750 Penalty: 2395.529541
	Iteration 1F: 3 clusters Score -196504.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -196720.015625 Penalty: 2395.529541
	Iteration 2F: 3 clusters Score -196720 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -196925.234375 Penalty: 2395.529541
	Iteration 3F: 3 clusters Score -196925.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -197116.031250 Penalty: 2395.529541
	Iteration 4F: 3 clusters Score -197116 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -197300.937500 Penalty: 2395.529541
	Iteration 5F: 3 clusters Score -197300.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -197455.406250 Penalty: 2395.529541
	Iteration 6F: 3 clusters Score -197455.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -197545.375000 Penalty: 2395.529541
	Iteration 7Q: 3 clusters Score -197545.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -197587.906250 Penalty: 2395.529541
	Iteration 8Q: 3 clusters Score -197587.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -197602.015625 Penalty: 2395.529541
	Iteration 9Q: 3 clusters Score -197602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -197612.531250 Penalty: 2395.529541
	Iteration 10Q: 3 clusters Score -197612.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -197623.453125 Penalty: 2395.529541
	Iteration 11Q: 3 clusters Score -197623.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -197628.921875 Penalty: 2395.529541
	Iteration 12Q: 3 clusters Score -197628.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -197634.500000 Penalty: 2395.529541
	Iteration 13Q: 3 clusters Score -197634.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -197640.812500 Penalty: 2395.529541
	Iteration 14Q: 3 clusters Score -197640.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -197644.046875 Penalty: 2395.529541
	Iteration 15Q: 3 clusters Score -197644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -197648.406250 Penalty: 2395.529541
	Iteration 16Q: 3 clusters Score -197648.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -197650.078125 Penalty: 2395.529541
	Iteration 17Q: 3 clusters Score -197650.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -197651.312500 Penalty: 2395.529541
	Iteration 18Q: 3 clusters Score -197651.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -197652.203125 Penalty: 2395.529541
	Iteration 19Q: 3 clusters Score -197652.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -197652.203125 Penalty: 2395.529541
	Iteration 20F: 3 clusters Score -197652.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Entering Unmasked Estep 
Score: -343162.937500 Penalty: 1277.091919
	Iteration 0F: 2 clusters Score -343162.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -340711.687500 Penalty: 2554.183838
	Iteration 0F: 3 clusters Score -340711.7 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -341377.687500 Penalty: 2554.183838
	Iteration 1F: 3 clusters Score -341377.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -341656.281250 Penalty: 2554.183838
	Iteration 2F: 3 clusters Score -341656.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -341825.562500 Penalty: 2554.183838
	Iteration 3F: 3 clusters Score -341825.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -341975.750000 Penalty: 2554.183838
	Iteration 4F: 3 clusters Score -341975.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -342143.906250 Penalty: 2554.183838
	Iteration 5F: 3 clusters Score -342143.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -342328.937500 Penalty: 2554.183838
	Iteration 6F: 3 clusters Score -342328.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -342527.843750 Penalty: 2554.183838
	Iteration 7F: 3 clusters Score -342527.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -342659.156250 Penalty: 2554.183838
	Iteration 8Q: 3 clusters Score -342659.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -342762.062500 Penalty: 2554.183838
	Iteration 9Q: 3 clusters Score -342762.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -342827.281250 Penalty: 2554.183838
	Iteration 10Q: 3 clusters Score -342827.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -342863.875000 Penalty: 2554.183838
	Iteration 11Q: 3 clusters Score -342863.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -342876.625000 Penalty: 2554.183838
	Iteration 12Q: 3 clusters Score -342876.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -342885.187500 Penalty: 2554.183838
	Iteration 13Q: 3 clusters Score -342885.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -342898.125000 Penalty: 2554.183838
	Iteration 14Q: 3 clusters Score -342898.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -342907.250000 Penalty: 2554.183838
	Iteration 15Q: 3 clusters Score -342907.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -342918.687500 Penalty: 2554.183838
	Iteration 16Q: 3 clusters Score -342918.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -342926.468750 Penalty: 2554.183838
	Iteration 17Q: 3 clusters Score -342926.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -342930.312500 Penalty: 2554.183838
	Iteration 18Q: 3 clusters Score -342930.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -342935.468750 Penalty: 2554.183838
	Iteration 19Q: 3 clusters Score -342935.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -342942.562500 Penalty: 2554.183838
	Iteration 20F: 3 clusters Score -342942.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -342946.000000 Penalty: 2554.183838
	Iteration 21Q: 3 clusters Score -342946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -342947.406250 Penalty: 2554.183838
	Iteration 22Q: 3 clusters Score -342947.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -342951.781250 Penalty: 2554.183838
	Iteration 23Q: 3 clusters Score -342951.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -342953.906250 Penalty: 2554.183838
	Iteration 24Q: 3 clusters Score -342953.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -342954.500000 Penalty: 2554.183838
	Iteration 25Q: 3 clusters Score -342954.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -342955.437500 Penalty: 2554.183838
	Iteration 26Q: 3 clusters Score -342955.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -342956.593750 Penalty: 2554.183838
	Iteration 27Q: 3 clusters Score -342956.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -342956.593750 Penalty: 2554.183838
	Iteration 28F: 3 clusters Score -342956.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Entering Unmasked Estep 
Score: -930498.812500 Penalty: 1417.498535
	Iteration 0F: 2 clusters Score -930498.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -925786.125000 Penalty: 2834.997070
	Iteration 0F: 3 clusters Score -925786.1 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -927111.375000 Penalty: 2834.997070
	Iteration 1F: 3 clusters Score -927111.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -927319.500000 Penalty: 2834.997070
	Iteration 2F: 3 clusters Score -927319.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -927502.812500 Penalty: 2834.997070
	Iteration 3F: 3 clusters Score -927502.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -927661.625000 Penalty: 2834.997070
	Iteration 4F: 3 clusters Score -927661.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -927798.500000 Penalty: 2834.997070
	Iteration 5Q: 3 clusters Score -927798.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -927909.312500 Penalty: 2834.997070
	Iteration 6Q: 3 clusters Score -927909.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -928040.750000 Penalty: 2834.997070
	Iteration 7Q: 3 clusters Score -928040.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -928147.250000 Penalty: 2834.997070
	Iteration 8Q: 3 clusters Score -928147.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -928238.687500 Penalty: 2834.997070
	Iteration 9Q: 3 clusters Score -928238.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -928317.937500 Penalty: 2834.997070
	Iteration 10Q: 3 clusters Score -928317.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -928379.125000 Penalty: 2834.997070
	Iteration 11Q: 3 clusters Score -928379.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -928421.500000 Penalty: 2834.997070
	Iteration 12Q: 3 clusters Score -928421.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -928454.687500 Penalty: 2834.997070
	Iteration 13Q: 3 clusters Score -928454.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -928476.250000 Penalty: 2834.997070
	Iteration 14Q: 3 clusters Score -928476.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -928496.562500 Penalty: 2834.997070
	Iteration 15Q: 3 clusters Score -928496.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -928506.437500 Penalty: 2834.997070
	Iteration 16Q: 3 clusters Score -928506.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -928520.750000 Penalty: 2834.997070
	Iteration 17Q: 3 clusters Score -928520.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -928531.875000 Penalty: 2834.997070
	Iteration 18Q: 3 clusters Score -928531.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -928545.812500 Penalty: 2834.997070
	Iteration 19Q: 3 clusters Score -928545.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -928566.125000 Penalty: 2834.997070
	Iteration 20F: 3 clusters Score -928566.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -928590.312500 Penalty: 2834.997070
	Iteration 21Q: 3 clusters Score -928590.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -928614.500000 Penalty: 2834.997070
	Iteration 22Q: 3 clusters Score -928614.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -928650.625000 Penalty: 2834.997070
	Iteration 23Q: 3 clusters Score -928650.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -928688.812500 Penalty: 2834.997070
	Iteration 24Q: 3 clusters Score -928688.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -928717.687500 Penalty: 2834.997070
	Iteration 25Q: 3 clusters Score -928717.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -928747.000000 Penalty: 2834.997070
	Iteration 26Q: 3 clusters Score -928747 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -928787.000000 Penalty: 2834.997070
	Iteration 27Q: 3 clusters Score -928787 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -928825.312500 Penalty: 2834.997070
	Iteration 28Q: 3 clusters Score -928825.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -928858.312500 Penalty: 2834.997070
	Iteration 29Q: 3 clusters Score -928858.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -928876.437500 Penalty: 2834.997070
	Iteration 30Q: 3 clusters Score -928876.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -928895.937500 Penalty: 2834.997070
	Iteration 31Q: 3 clusters Score -928895.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -928912.125000 Penalty: 2834.997070
	Iteration 32Q: 3 clusters Score -928912.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -928932.687500 Penalty: 2834.997070
	Iteration 33Q: 3 clusters Score -928932.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -928953.312500 Penalty: 2834.997070
	Iteration 34Q: 3 clusters Score -928953.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -928976.687500 Penalty: 2834.997070
	Iteration 35Q: 3 clusters Score -928976.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -929001.562500 Penalty: 2834.997070
	Iteration 36Q: 3 clusters Score -929001.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -929023.000000 Penalty: 2834.997070
	Iteration 37Q: 3 clusters Score -929023 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -929049.250000 Penalty: 2834.997070
	Iteration 38Q: 3 clusters Score -929049.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -929067.312500 Penalty: 2834.997070
	Iteration 39Q: 3 clusters Score -929067.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -929084.500000 Penalty: 2834.997070
	Iteration 40F: 3 clusters Score -929084.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -929098.312500 Penalty: 2834.997070
	Iteration 41Q: 3 clusters Score -929098.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -929108.500000 Penalty: 2834.997070
	Iteration 42Q: 3 clusters Score -929108.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -929115.875000 Penalty: 2834.997070
	Iteration 43Q: 3 clusters Score -929115.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -929122.562500 Penalty: 2834.997070
	Iteration 44Q: 3 clusters Score -929122.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -929124.750000 Penalty: 2834.997070
	Iteration 45Q: 3 clusters Score -929124.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -929125.375000 Penalty: 2834.997070
	Iteration 46Q: 3 clusters Score -929125.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -929125.687500 Penalty: 2834.997070
	Iteration 47Q: 3 clusters Score -929125.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -929128.875000 Penalty: 2834.997070
	Iteration 48Q: 3 clusters Score -929128.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -929130.750000 Penalty: 2834.997070
	Iteration 49Q: 3 clusters Score -929130.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -929131.125000 Penalty: 2834.997070
	Iteration 50Q: 3 clusters Score -929131.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -929131.750000 Penalty: 2834.997070
	Iteration 51Q: 3 clusters Score -929131.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -929131.687500 Penalty: 2834.997070
	Iteration 52Q: 3 clusters Score -929131.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -929130.562500 Penalty: 2834.997070
	Iteration 53Q: 3 clusters Score -929130.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -929132.687500 Penalty: 2834.997070
	Iteration 54Q: 3 clusters Score -929132.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -929132.750000 Penalty: 2834.997070
	Iteration 55Q: 3 clusters Score -929132.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -929132.750000 Penalty: 2834.997070
	Iteration 56F: 3 clusters Score -929132.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -238765.328125 Penalty: 1213.726074
	Iteration 0F: 2 clusters Score -238765.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -236890.578125 Penalty: 2427.452148
	Iteration 0F: 3 clusters Score -236890.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -237271.015625 Penalty: 2427.452148
	Iteration 1F: 3 clusters Score -237271 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -237368.671875 Penalty: 2427.452148
	Iteration 2F: 3 clusters Score -237368.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -237437.781250 Penalty: 2427.452148
	Iteration 3Q: 3 clusters Score -237437.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -237502.750000 Penalty: 2427.452148
	Iteration 4Q: 3 clusters Score -237502.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -237568.453125 Penalty: 2427.452148
	Iteration 5Q: 3 clusters Score -237568.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -237641.500000 Penalty: 2427.452148
	Iteration 6Q: 3 clusters Score -237641.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -237755.156250 Penalty: 2427.452148
	Iteration 7Q: 3 clusters Score -237755.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -237869.125000 Penalty: 2427.452148
	Iteration 8Q: 3 clusters Score -237869.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -237986.937500 Penalty: 2427.452148
	Iteration 9Q: 3 clusters Score -237986.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -238084.343750 Penalty: 2427.452148
	Iteration 10Q: 3 clusters Score -238084.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -238188.906250 Penalty: 2427.452148
	Iteration 11Q: 3 clusters Score -238188.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -238265.265625 Penalty: 2427.452148
	Iteration 12Q: 3 clusters Score -238265.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -238320.093750 Penalty: 2427.452148
	Iteration 13Q: 3 clusters Score -238320.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -238336.671875 Penalty: 2427.452148
	Iteration 14Q: 3 clusters Score -238336.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -238341.640625 Penalty: 2427.452148
	Iteration 15Q: 3 clusters Score -238341.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -238344.718750 Penalty: 2427.452148
	Iteration 16Q: 3 clusters Score -238344.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -238345.437500 Penalty: 2427.452148
	Iteration 17Q: 3 clusters Score -238345.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -238345.437500 Penalty: 2427.452148
	Iteration 18F: 3 clusters Score -238345.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Entering Unmasked Estep 
Score: -746728.062500 Penalty: 1381.158447
	Iteration 0F: 2 clusters Score -746728.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -742775.187500 Penalty: 2762.316895
	Iteration 0F: 3 clusters Score -742775.2 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -743994.875000 Penalty: 2762.316895
	Iteration 1F: 3 clusters Score -743994.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -744272.062500 Penalty: 2762.316895
	Iteration 2F: 3 clusters Score -744272.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -744498.250000 Penalty: 2762.316895
	Iteration 3F: 3 clusters Score -744498.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -744695.875000 Penalty: 2762.316895
	Iteration 4F: 3 clusters Score -744695.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -744901.375000 Penalty: 2762.316895
	Iteration 5F: 3 clusters Score -744901.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -745054.500000 Penalty: 2762.316895
	Iteration 6Q: 3 clusters Score -745054.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -745216.687500 Penalty: 2762.316895
	Iteration 7Q: 3 clusters Score -745216.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -745380.250000 Penalty: 2762.316895
	Iteration 8Q: 3 clusters Score -745380.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -745487.625000 Penalty: 2762.316895
	Iteration 9Q: 3 clusters Score -745487.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -745549.875000 Penalty: 2762.316895
	Iteration 10Q: 3 clusters Score -745549.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -745595.062500 Penalty: 2762.316895
	Iteration 11Q: 3 clusters Score -745595.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -745620.000000 Penalty: 2762.316895
	Iteration 12Q: 3 clusters Score -745620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -745644.875000 Penalty: 2762.316895
	Iteration 13Q: 3 clusters Score -745644.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -745658.125000 Penalty: 2762.316895
	Iteration 14Q: 3 clusters Score -745658.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -745670.750000 Penalty: 2762.316895
	Iteration 15Q: 3 clusters Score -745670.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -745678.125000 Penalty: 2762.316895
	Iteration 16Q: 3 clusters Score -745678.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -745687.437500 Penalty: 2762.316895
	Iteration 17Q: 3 clusters Score -745687.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -745692.000000 Penalty: 2762.316895
	Iteration 18Q: 3 clusters Score -745692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -745696.750000 Penalty: 2762.316895
	Iteration 19Q: 3 clusters Score -745696.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -745700.687500 Penalty: 2762.316895
	Iteration 20F: 3 clusters Score -745700.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -745703.125000 Penalty: 2762.316895
	Iteration 21Q: 3 clusters Score -745703.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -745704.562500 Penalty: 2762.316895
	Iteration 22Q: 3 clusters Score -745704.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -745705.125000 Penalty: 2762.316895
	Iteration 23Q: 3 clusters Score -745705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -745707.875000 Penalty: 2762.316895
	Iteration 24Q: 3 clusters Score -745707.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -745708.187500 Penalty: 2762.316895
	Iteration 25Q: 3 clusters Score -745708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -745708.875000 Penalty: 2762.316895
	Iteration 26Q: 3 clusters Score -745708.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -745709.375000 Penalty: 2762.316895
	Iteration 27Q: 3 clusters Score -745709.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -745709.375000 Penalty: 2762.316895
	Iteration 28F: 3 clusters Score -745709.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (14577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Entering Unmasked Estep 
Score: -2110848.250000 Penalty: 1557.920044
	Iteration 0F: 2 clusters Score -2110848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2100770.500000 Penalty: 3115.840088
	Iteration 0F: 3 clusters Score -2100770 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2104310.250000 Penalty: 3115.840088
	Iteration 1F: 3 clusters Score -2104310 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2104651.250000 Penalty: 3115.840088
	Iteration 2F: 3 clusters Score -2104651 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2104963.250000 Penalty: 3115.840088
	Iteration 3F: 3 clusters Score -2104963 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2105248.250000 Penalty: 3115.840088
	Iteration 4Q: 3 clusters Score -2105248 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2105569.750000 Penalty: 3115.840088
	Iteration 5Q: 3 clusters Score -2105570 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2105981.500000 Penalty: 3115.840088
	Iteration 6F: 3 clusters Score -2105982 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2106524.750000 Penalty: 3115.840088
	Iteration 7F: 3 clusters Score -2106525 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2107149.250000 Penalty: 3115.840088
	Iteration 8F: 3 clusters Score -2107149 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2107741.500000 Penalty: 3115.840088
	Iteration 9F: 3 clusters Score -2107742 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2108221.750000 Penalty: 3115.840088
	Iteration 10F: 3 clusters Score -2108222 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2108565.500000 Penalty: 3115.840088
	Iteration 11Q: 3 clusters Score -2108566 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2108836.250000 Penalty: 3115.840088
	Iteration 12Q: 3 clusters Score -2108836 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2109021.000000 Penalty: 3115.840088
	Iteration 13Q: 3 clusters Score -2109021 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2109134.250000 Penalty: 3115.840088
	Iteration 14Q: 3 clusters Score -2109134 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2109215.000000 Penalty: 3115.840088
	Iteration 15Q: 3 clusters Score -2109215 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2109274.250000 Penalty: 3115.840088
	Iteration 16Q: 3 clusters Score -2109274 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2109325.500000 Penalty: 3115.840088
	Iteration 17Q: 3 clusters Score -2109326 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2109380.000000 Penalty: 3115.840088
	Iteration 18Q: 3 clusters Score -2109380 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2109441.500000 Penalty: 3115.840088
	Iteration 19Q: 3 clusters Score -2109442 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2109506.000000 Penalty: 3115.840088
	Iteration 20F: 3 clusters Score -2109506 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2109560.750000 Penalty: 3115.840088
	Iteration 21Q: 3 clusters Score -2109561 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2109614.250000 Penalty: 3115.840088
	Iteration 22Q: 3 clusters Score -2109614 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2109652.250000 Penalty: 3115.840088
	Iteration 23Q: 3 clusters Score -2109652 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2109684.500000 Penalty: 3115.840088
	Iteration 24Q: 3 clusters Score -2109684 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2109714.500000 Penalty: 3115.840088
	Iteration 25Q: 3 clusters Score -2109714 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2109731.500000 Penalty: 3115.840088
	Iteration 26Q: 3 clusters Score -2109732 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2109750.000000 Penalty: 3115.840088
	Iteration 27Q: 3 clusters Score -2109750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2109757.250000 Penalty: 3115.840088
	Iteration 28Q: 3 clusters Score -2109757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2109769.750000 Penalty: 3115.840088
	Iteration 29Q: 3 clusters Score -2109770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2109778.000000 Penalty: 3115.840088
	Iteration 30Q: 3 clusters Score -2109778 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2109787.750000 Penalty: 3115.840088
	Iteration 31Q: 3 clusters Score -2109788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2109786.500000 Penalty: 3115.840088
	Iteration 32Q: 3 clusters Score -2109786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2109790.250000 Penalty: 3115.840088
	Iteration 33Q: 3 clusters Score -2109790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2109790.000000 Penalty: 3115.840088
	Iteration 34Q: 3 clusters Score -2109790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2109791.000000 Penalty: 3115.840088
	Iteration 35Q: 3 clusters Score -2109791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2109794.750000 Penalty: 3115.840088
	Iteration 36Q: 3 clusters Score -2109795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2109793.250000 Penalty: 3115.840088
	Iteration 37Q: 3 clusters Score -2109793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2109796.500000 Penalty: 3115.840088
	Iteration 38Q: 3 clusters Score -2109796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2109797.250000 Penalty: 3115.840088
	Iteration 39Q: 3 clusters Score -2109797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2109796.250000 Penalty: 3115.840088
	Iteration 40F: 3 clusters Score -2109796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2109795.000000 Penalty: 3115.840088
	Iteration 41Q: 3 clusters Score -2109795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2109798.000000 Penalty: 3115.840088
	Iteration 42Q: 3 clusters Score -2109798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2109795.500000 Penalty: 3115.840088
	Iteration 43Q: 3 clusters Score -2109796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2109792.500000 Penalty: 3115.840088
	Iteration 44Q: 3 clusters Score -2109792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2109792.500000 Penalty: 3115.840088
	Iteration 45F: 3 clusters Score -2109792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (10392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Entering Unmasked Estep 
Score: -1578774.375000 Penalty: 1502.928711
	Iteration 0F: 2 clusters Score -1578774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1571534.375000 Penalty: 3005.857422
	Iteration 0F: 3 clusters Score -1571534 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1573931.000000 Penalty: 3005.857422
	Iteration 1F: 3 clusters Score -1573931 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1574280.750000 Penalty: 3005.857422
	Iteration 2F: 3 clusters Score -1574281 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1574570.750000 Penalty: 3005.857422
	Iteration 3F: 3 clusters Score -1574571 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1574833.625000 Penalty: 3005.857422
	Iteration 4F: 3 clusters Score -1574834 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1575101.250000 Penalty: 3005.857422
	Iteration 5F: 3 clusters Score -1575101 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1575350.750000 Penalty: 3005.857422
	Iteration 6Q: 3 clusters Score -1575351 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1575592.250000 Penalty: 3005.857422
	Iteration 7Q: 3 clusters Score -1575592 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1575857.750000 Penalty: 3005.857422
	Iteration 8Q: 3 clusters Score -1575858 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1576131.125000 Penalty: 3005.857422
	Iteration 9Q: 3 clusters Score -1576131 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1576365.125000 Penalty: 3005.857422
	Iteration 10Q: 3 clusters Score -1576365 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1576569.875000 Penalty: 3005.857422
	Iteration 11Q: 3 clusters Score -1576570 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1576720.875000 Penalty: 3005.857422
	Iteration 12Q: 3 clusters Score -1576721 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1576830.875000 Penalty: 3005.857422
	Iteration 13Q: 3 clusters Score -1576831 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1576910.375000 Penalty: 3005.857422
	Iteration 14Q: 3 clusters Score -1576910 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1576956.750000 Penalty: 3005.857422
	Iteration 15Q: 3 clusters Score -1576957 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1576991.375000 Penalty: 3005.857422
	Iteration 16Q: 3 clusters Score -1576991 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1577023.125000 Penalty: 3005.857422
	Iteration 17Q: 3 clusters Score -1577023 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1577052.875000 Penalty: 3005.857422
	Iteration 18Q: 3 clusters Score -1577053 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1577079.250000 Penalty: 3005.857422
	Iteration 19Q: 3 clusters Score -1577079 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1577097.000000 Penalty: 3005.857422
	Iteration 20F: 3 clusters Score -1577097 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1577110.125000 Penalty: 3005.857422
	Iteration 21Q: 3 clusters Score -1577110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1577120.500000 Penalty: 3005.857422
	Iteration 22Q: 3 clusters Score -1577120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1577133.250000 Penalty: 3005.857422
	Iteration 23Q: 3 clusters Score -1577133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1577138.625000 Penalty: 3005.857422
	Iteration 24Q: 3 clusters Score -1577139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1577140.375000 Penalty: 3005.857422
	Iteration 25Q: 3 clusters Score -1577140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1577149.750000 Penalty: 3005.857422
	Iteration 26Q: 3 clusters Score -1577150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1577157.750000 Penalty: 3005.857422
	Iteration 27Q: 3 clusters Score -1577158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1577162.500000 Penalty: 3005.857422
	Iteration 28Q: 3 clusters Score -1577162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1577166.125000 Penalty: 3005.857422
	Iteration 29Q: 3 clusters Score -1577166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1577170.500000 Penalty: 3005.857422
	Iteration 30Q: 3 clusters Score -1577170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1577170.750000 Penalty: 3005.857422
	Iteration 31Q: 3 clusters Score -1577171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1577171.750000 Penalty: 3005.857422
	Iteration 32Q: 3 clusters Score -1577172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1577173.000000 Penalty: 3005.857422
	Iteration 33Q: 3 clusters Score -1577173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1577174.125000 Penalty: 3005.857422
	Iteration 34Q: 3 clusters Score -1577174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1577173.625000 Penalty: 3005.857422
	Iteration 35Q: 3 clusters Score -1577174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1577172.000000 Penalty: 3005.857422
	Iteration 36Q: 3 clusters Score -1577172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1577173.750000 Penalty: 3005.857422
	Iteration 37Q: 3 clusters Score -1577174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1577173.750000 Penalty: 3005.857422
	Iteration 38F: 3 clusters Score -1577174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (18982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Entering Unmasked Estep 
Score: -2908059.750000 Penalty: 1600.827637
	Iteration 0F: 2 clusters Score -2908060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2895961.500000 Penalty: 3201.655273
	Iteration 0F: 3 clusters Score -2895962 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2900730.500000 Penalty: 3201.655273
	Iteration 1F: 3 clusters Score -2900730 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2901061.000000 Penalty: 3201.655273
	Iteration 2F: 3 clusters Score -2901061 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2901376.750000 Penalty: 3201.655273
	Iteration 3Q: 3 clusters Score -2901377 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2901685.250000 Penalty: 3201.655273
	Iteration 4Q: 3 clusters Score -2901685 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2901985.250000 Penalty: 3201.655273
	Iteration 5Q: 3 clusters Score -2901985 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2902257.500000 Penalty: 3201.655273
	Iteration 6Q: 3 clusters Score -2902258 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2902561.750000 Penalty: 3201.655273
	Iteration 7Q: 3 clusters Score -2902562 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2902865.500000 Penalty: 3201.655273
	Iteration 8Q: 3 clusters Score -2902866 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2903194.250000 Penalty: 3201.655273
	Iteration 9Q: 3 clusters Score -2903194 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2903589.000000 Penalty: 3201.655273
	Iteration 10Q: 3 clusters Score -2903589 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2904000.500000 Penalty: 3201.655273
	Iteration 11Q: 3 clusters Score -2904000 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2904426.250000 Penalty: 3201.655273
	Iteration 12Q: 3 clusters Score -2904426 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2904856.000000 Penalty: 3201.655273
	Iteration 13Q: 3 clusters Score -2904856 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2905261.500000 Penalty: 3201.655273
	Iteration 14Q: 3 clusters Score -2905262 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2905611.750000 Penalty: 3201.655273
	Iteration 15Q: 3 clusters Score -2905612 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2905887.000000 Penalty: 3201.655273
	Iteration 16Q: 3 clusters Score -2905887 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2906102.250000 Penalty: 3201.655273
	Iteration 17Q: 3 clusters Score -2906102 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2906273.750000 Penalty: 3201.655273
	Iteration 18Q: 3 clusters Score -2906274 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2906391.500000 Penalty: 3201.655273
	Iteration 19Q: 3 clusters Score -2906392 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2906483.000000 Penalty: 3201.655273
	Iteration 20F: 3 clusters Score -2906483 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2906541.750000 Penalty: 3201.655273
	Iteration 21Q: 3 clusters Score -2906542 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2906604.750000 Penalty: 3201.655273
	Iteration 22Q: 3 clusters Score -2906605 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2906650.000000 Penalty: 3201.655273
	Iteration 23Q: 3 clusters Score -2906650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2906691.000000 Penalty: 3201.655273
	Iteration 24Q: 3 clusters Score -2906691 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2906721.500000 Penalty: 3201.655273
	Iteration 25Q: 3 clusters Score -2906722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2906742.250000 Penalty: 3201.655273
	Iteration 26Q: 3 clusters Score -2906742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2906745.250000 Penalty: 3201.655273
	Iteration 27Q: 3 clusters Score -2906745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2906761.500000 Penalty: 3201.655273
	Iteration 28Q: 3 clusters Score -2906762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2906774.500000 Penalty: 3201.655273
	Iteration 29Q: 3 clusters Score -2906774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2906783.250000 Penalty: 3201.655273
	Iteration 30Q: 3 clusters Score -2906783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2906791.750000 Penalty: 3201.655273
	Iteration 31Q: 3 clusters Score -2906792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2906796.500000 Penalty: 3201.655273
	Iteration 32Q: 3 clusters Score -2906796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2906806.750000 Penalty: 3201.655273
	Iteration 33Q: 3 clusters Score -2906807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2906818.750000 Penalty: 3201.655273
	Iteration 34Q: 3 clusters Score -2906819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2906830.250000 Penalty: 3201.655273
	Iteration 35Q: 3 clusters Score -2906830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2906834.500000 Penalty: 3201.655273
	Iteration 36Q: 3 clusters Score -2906834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2906849.500000 Penalty: 3201.655273
	Iteration 37Q: 3 clusters Score -2906850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2906857.750000 Penalty: 3201.655273
	Iteration 38Q: 3 clusters Score -2906858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2906862.000000 Penalty: 3201.655273
	Iteration 39Q: 3 clusters Score -2906862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2906865.500000 Penalty: 3201.655273
	Iteration 40F: 3 clusters Score -2906866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2906871.000000 Penalty: 3201.655273
	Iteration 41Q: 3 clusters Score -2906871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2906879.500000 Penalty: 3201.655273
	Iteration 42Q: 3 clusters Score -2906880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2906882.250000 Penalty: 3201.655273
	Iteration 43Q: 3 clusters Score -2906882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2906885.250000 Penalty: 3201.655273
	Iteration 44Q: 3 clusters Score -2906885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2906887.500000 Penalty: 3201.655273
	Iteration 45Q: 3 clusters Score -2906888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2906885.500000 Penalty: 3201.655273
	Iteration 46Q: 3 clusters Score -2906886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2906885.000000 Penalty: 3201.655273
	Iteration 47Q: 3 clusters Score -2906885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2906889.750000 Penalty: 3201.655273
	Iteration 48Q: 3 clusters Score -2906890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2906890.500000 Penalty: 3201.655273
	Iteration 49Q: 3 clusters Score -2906890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2906896.250000 Penalty: 3201.655273
	Iteration 50Q: 3 clusters Score -2906896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2906901.250000 Penalty: 3201.655273
	Iteration 51Q: 3 clusters Score -2906901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2906904.250000 Penalty: 3201.655273
	Iteration 52Q: 3 clusters Score -2906904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2906904.250000 Penalty: 3201.655273
	Iteration 53F: 3 clusters Score -2906904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (9907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Entering Unmasked Estep 
Score: -1464972.000000 Penalty: 1495.161865
	Iteration 0F: 2 clusters Score -1464972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1458009.125000 Penalty: 2990.323730
	Iteration 0F: 3 clusters Score -1458009 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1460413.375000 Penalty: 2990.323730
	Iteration 1F: 3 clusters Score -1460413 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1460748.375000 Penalty: 2990.323730
	Iteration 2F: 3 clusters Score -1460748 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1461007.500000 Penalty: 2990.323730
	Iteration 3F: 3 clusters Score -1461008 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1461255.250000 Penalty: 2990.323730
	Iteration 4Q: 3 clusters Score -1461255 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1461514.875000 Penalty: 2990.323730
	Iteration 5Q: 3 clusters Score -1461515 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1461817.125000 Penalty: 2990.323730
	Iteration 6Q: 3 clusters Score -1461817 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1462136.000000 Penalty: 2990.323730
	Iteration 7Q: 3 clusters Score -1462136 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1462480.625000 Penalty: 2990.323730
	Iteration 8Q: 3 clusters Score -1462481 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1462872.125000 Penalty: 2990.323730
	Iteration 9Q: 3 clusters Score -1462872 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1463242.125000 Penalty: 2990.323730
	Iteration 10Q: 3 clusters Score -1463242 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1463542.000000 Penalty: 2990.323730
	Iteration 11Q: 3 clusters Score -1463542 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1463756.250000 Penalty: 2990.323730
	Iteration 12Q: 3 clusters Score -1463756 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1463955.500000 Penalty: 2990.323730
	Iteration 13Q: 3 clusters Score -1463956 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1464120.875000 Penalty: 2990.323730
	Iteration 14Q: 3 clusters Score -1464121 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1464227.000000 Penalty: 2990.323730
	Iteration 15Q: 3 clusters Score -1464227 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1464293.375000 Penalty: 2990.323730
	Iteration 16Q: 3 clusters Score -1464293 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1464330.625000 Penalty: 2990.323730
	Iteration 17Q: 3 clusters Score -1464331 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1464360.375000 Penalty: 2990.323730
	Iteration 18Q: 3 clusters Score -1464360 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1464373.250000 Penalty: 2990.323730
	Iteration 19Q: 3 clusters Score -1464373 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1464382.875000 Penalty: 2990.323730
	Iteration 20F: 3 clusters Score -1464383 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1464389.000000 Penalty: 2990.323730
	Iteration 21Q: 3 clusters Score -1464389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1464391.625000 Penalty: 2990.323730
	Iteration 22Q: 3 clusters Score -1464392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1464397.250000 Penalty: 2990.323730
	Iteration 23Q: 3 clusters Score -1464397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1464396.250000 Penalty: 2990.323730
	Iteration 24Q: 3 clusters Score -1464396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1464397.625000 Penalty: 2990.323730
	Iteration 25Q: 3 clusters Score -1464398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1464396.125000 Penalty: 2990.323730
	Iteration 26Q: 3 clusters Score -1464396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1464396.125000 Penalty: 2990.323730
	Iteration 27F: 3 clusters Score -1464396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (7730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Entering Unmasked Estep 
Score: -1073346.875000 Penalty: 1454.840332
	Iteration 0F: 2 clusters Score -1073347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1067644.750000 Penalty: 2909.680664
	Iteration 0F: 3 clusters Score -1067645 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1069366.375000 Penalty: 2909.680664
	Iteration 1F: 3 clusters Score -1069366 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1069634.125000 Penalty: 2909.680664
	Iteration 2F: 3 clusters Score -1069634 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1069822.125000 Penalty: 2909.680664
	Iteration 3F: 3 clusters Score -1069822 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1069955.500000 Penalty: 2909.680664
	Iteration 4Q: 3 clusters Score -1069956 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1070068.250000 Penalty: 2909.680664
	Iteration 5Q: 3 clusters Score -1070068 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1070164.750000 Penalty: 2909.680664
	Iteration 6Q: 3 clusters Score -1070165 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1070233.875000 Penalty: 2909.680664
	Iteration 7Q: 3 clusters Score -1070234 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1070296.875000 Penalty: 2909.680664
	Iteration 8Q: 3 clusters Score -1070297 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1070353.875000 Penalty: 2909.680664
	Iteration 9Q: 3 clusters Score -1070354 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1070413.375000 Penalty: 2909.680664
	Iteration 10Q: 3 clusters Score -1070413 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1070469.375000 Penalty: 2909.680664
	Iteration 11Q: 3 clusters Score -1070469 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1070527.750000 Penalty: 2909.680664
	Iteration 12Q: 3 clusters Score -1070528 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1070600.250000 Penalty: 2909.680664
	Iteration 13Q: 3 clusters Score -1070600 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1070677.375000 Penalty: 2909.680664
	Iteration 14Q: 3 clusters Score -1070677 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1070768.875000 Penalty: 2909.680664
	Iteration 15Q: 3 clusters Score -1070769 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1070863.250000 Penalty: 2909.680664
	Iteration 16Q: 3 clusters Score -1070863 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1070975.375000 Penalty: 2909.680664
	Iteration 17Q: 3 clusters Score -1070975 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1071105.750000 Penalty: 2909.680664
	Iteration 18Q: 3 clusters Score -1071106 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1071206.375000 Penalty: 2909.680664
	Iteration 19Q: 3 clusters Score -1071206 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1071279.625000 Penalty: 2909.680664
	Iteration 20F: 3 clusters Score -1071280 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1071336.125000 Penalty: 2909.680664
	Iteration 21Q: 3 clusters Score -1071336 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1071384.250000 Penalty: 2909.680664
	Iteration 22Q: 3 clusters Score -1071384 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1071425.500000 Penalty: 2909.680664
	Iteration 23Q: 3 clusters Score -1071426 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1071474.250000 Penalty: 2909.680664
	Iteration 24Q: 3 clusters Score -1071474 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1071533.375000 Penalty: 2909.680664
	Iteration 25Q: 3 clusters Score -1071533 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1071588.250000 Penalty: 2909.680664
	Iteration 26Q: 3 clusters Score -1071588 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1071638.625000 Penalty: 2909.680664
	Iteration 27Q: 3 clusters Score -1071639 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1071693.250000 Penalty: 2909.680664
	Iteration 28Q: 3 clusters Score -1071693 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1071740.625000 Penalty: 2909.680664
	Iteration 29Q: 3 clusters Score -1071741 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1071803.625000 Penalty: 2909.680664
	Iteration 30Q: 3 clusters Score -1071804 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1071853.125000 Penalty: 2909.680664
	Iteration 31Q: 3 clusters Score -1071853 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1071898.625000 Penalty: 2909.680664
	Iteration 32Q: 3 clusters Score -1071899 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1071934.125000 Penalty: 2909.680664
	Iteration 33Q: 3 clusters Score -1071934 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1071965.375000 Penalty: 2909.680664
	Iteration 34Q: 3 clusters Score -1071965 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1071989.250000 Penalty: 2909.680664
	Iteration 35Q: 3 clusters Score -1071989 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1072008.375000 Penalty: 2909.680664
	Iteration 36Q: 3 clusters Score -1072008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1072020.125000 Penalty: 2909.680664
	Iteration 37Q: 3 clusters Score -1072020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1072028.000000 Penalty: 2909.680664
	Iteration 38Q: 3 clusters Score -1072028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1072037.125000 Penalty: 2909.680664
	Iteration 39Q: 3 clusters Score -1072037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1072044.875000 Penalty: 2909.680664
	Iteration 40F: 3 clusters Score -1072045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1072051.250000 Penalty: 2909.680664
	Iteration 41Q: 3 clusters Score -1072051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1072056.500000 Penalty: 2909.680664
	Iteration 42Q: 3 clusters Score -1072056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1072061.375000 Penalty: 2909.680664
	Iteration 43Q: 3 clusters Score -1072061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1072066.125000 Penalty: 2909.680664
	Iteration 44Q: 3 clusters Score -1072066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1072073.500000 Penalty: 2909.680664
	Iteration 45Q: 3 clusters Score -1072074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1072076.125000 Penalty: 2909.680664
	Iteration 46Q: 3 clusters Score -1072076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1072082.375000 Penalty: 2909.680664
	Iteration 47Q: 3 clusters Score -1072082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1072086.250000 Penalty: 2909.680664
	Iteration 48Q: 3 clusters Score -1072086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1072088.375000 Penalty: 2909.680664
	Iteration 49Q: 3 clusters Score -1072088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1072092.250000 Penalty: 2909.680664
	Iteration 50Q: 3 clusters Score -1072092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1072094.375000 Penalty: 2909.680664
	Iteration 51Q: 3 clusters Score -1072094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1072095.500000 Penalty: 2909.680664
	Iteration 52Q: 3 clusters Score -1072096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1072099.125000 Penalty: 2909.680664
	Iteration 53Q: 3 clusters Score -1072099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1072103.000000 Penalty: 2909.680664
	Iteration 54Q: 3 clusters Score -1072103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1072104.125000 Penalty: 2909.680664
	Iteration 55Q: 3 clusters Score -1072104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1072105.875000 Penalty: 2909.680664
	Iteration 56Q: 3 clusters Score -1072106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1072109.750000 Penalty: 2909.680664
	Iteration 57Q: 3 clusters Score -1072110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1072111.000000 Penalty: 2909.680664
	Iteration 58Q: 3 clusters Score -1072111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1072111.500000 Penalty: 2909.680664
	Iteration 59Q: 3 clusters Score -1072112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1072110.875000 Penalty: 2909.680664
	Iteration 60F: 3 clusters Score -1072111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1072109.875000 Penalty: 2909.680664
	Iteration 61Q: 3 clusters Score -1072110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1072110.125000 Penalty: 2909.680664
	Iteration 62Q: 3 clusters Score -1072110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1072110.625000 Penalty: 2909.680664
	Iteration 63Q: 3 clusters Score -1072111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1072110.875000 Penalty: 2909.680664
	Iteration 64Q: 3 clusters Score -1072111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1072111.750000 Penalty: 2909.680664
	Iteration 65Q: 3 clusters Score -1072112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1072111.500000 Penalty: 2909.680664
	Iteration 66Q: 3 clusters Score -1072112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1072113.750000 Penalty: 2909.680664
	Iteration 67Q: 3 clusters Score -1072114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1072112.250000 Penalty: 2909.680664
	Iteration 68Q: 3 clusters Score -1072112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1072112.625000 Penalty: 2909.680664
	Iteration 69Q: 3 clusters Score -1072113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1072112.875000 Penalty: 2909.680664
	Iteration 70Q: 3 clusters Score -1072113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1072113.750000 Penalty: 2909.680664
	Iteration 71Q: 3 clusters Score -1072114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1072112.750000 Penalty: 2909.680664
	Iteration 72Q: 3 clusters Score -1072113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1072112.750000 Penalty: 2909.680664
	Iteration 73F: 3 clusters Score -1072113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -209275.187500 Penalty: 1200.904541
	Iteration 0F: 2 clusters Score -209275.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -207415.687500 Penalty: 2401.809082
	Iteration 0F: 3 clusters Score -207415.7 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -207882.375000 Penalty: 2401.809082
	Iteration 1F: 3 clusters Score -207882.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -208072.312500 Penalty: 2401.809082
	Iteration 2F: 3 clusters Score -208072.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -208226.218750 Penalty: 2401.809082
	Iteration 3F: 3 clusters Score -208226.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -208311.953125 Penalty: 2401.809082
	Iteration 4F: 3 clusters Score -208312 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -208400.328125 Penalty: 2401.809082
	Iteration 5Q: 3 clusters Score -208400.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -208457.218750 Penalty: 2401.809082
	Iteration 6Q: 3 clusters Score -208457.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -208515.968750 Penalty: 2401.809082
	Iteration 7Q: 3 clusters Score -208516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -208592.390625 Penalty: 2401.809082
	Iteration 8Q: 3 clusters Score -208592.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -208662.421875 Penalty: 2401.809082
	Iteration 9Q: 3 clusters Score -208662.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -208693.875000 Penalty: 2401.809082
	Iteration 10Q: 3 clusters Score -208693.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -208718.234375 Penalty: 2401.809082
	Iteration 11Q: 3 clusters Score -208718.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -208734.890625 Penalty: 2401.809082
	Iteration 12Q: 3 clusters Score -208734.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -208761.156250 Penalty: 2401.809082
	Iteration 13Q: 3 clusters Score -208761.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -208782.359375 Penalty: 2401.809082
	Iteration 14Q: 3 clusters Score -208782.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -208809.000000 Penalty: 2401.809082
	Iteration 15Q: 3 clusters Score -208809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -208831.625000 Penalty: 2401.809082
	Iteration 16Q: 3 clusters Score -208831.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -208849.062500 Penalty: 2401.809082
	Iteration 17Q: 3 clusters Score -208849.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -208869.281250 Penalty: 2401.809082
	Iteration 18Q: 3 clusters Score -208869.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -208886.968750 Penalty: 2401.809082
	Iteration 19Q: 3 clusters Score -208887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -208904.984375 Penalty: 2401.809082
	Iteration 20F: 3 clusters Score -208905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -208923.968750 Penalty: 2401.809082
	Iteration 21Q: 3 clusters Score -208924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -208947.859375 Penalty: 2401.809082
	Iteration 22Q: 3 clusters Score -208947.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -208956.234375 Penalty: 2401.809082
	Iteration 23Q: 3 clusters Score -208956.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -208962.656250 Penalty: 2401.809082
	Iteration 24Q: 3 clusters Score -208962.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -208965.078125 Penalty: 2401.809082
	Iteration 25Q: 3 clusters Score -208965.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -208966.234375 Penalty: 2401.809082
	Iteration 26Q: 3 clusters Score -208966.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -208970.500000 Penalty: 2401.809082
	Iteration 27Q: 3 clusters Score -208970.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -208975.265625 Penalty: 2401.809082
	Iteration 28Q: 3 clusters Score -208975.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -208977.953125 Penalty: 2401.809082
	Iteration 29Q: 3 clusters Score -208978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -208978.093750 Penalty: 2401.809082
	Iteration 30Q: 3 clusters Score -208978.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -208978.640625 Penalty: 2401.809082
	Iteration 31Q: 3 clusters Score -208978.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -208979.328125 Penalty: 2401.809082
	Iteration 32Q: 3 clusters Score -208979.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -208979.609375 Penalty: 2401.809082
	Iteration 33Q: 3 clusters Score -208979.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -208979.531250 Penalty: 2401.809082
	Iteration 34Q: 3 clusters Score -208979.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -208979.531250 Penalty: 2401.809082
	Iteration 35F: 3 clusters Score -208979.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Entering Unmasked Estep 
Score: -96230.304688 Penalty: 1094.564331
	Iteration 0F: 2 clusters Score -96230.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -94922.179688 Penalty: 2189.128662
	Iteration 0F: 3 clusters Score -94922.18 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -95221.828125 Penalty: 2189.128662
	Iteration 1F: 3 clusters Score -95221.83 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -95327.476562 Penalty: 2189.128662
	Iteration 2F: 3 clusters Score -95327.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95379.484375 Penalty: 2189.128662
	Iteration 3Q: 3 clusters Score -95379.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95438.507812 Penalty: 2189.128662
	Iteration 4Q: 3 clusters Score -95438.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -95479.953125 Penalty: 2189.128662
	Iteration 5Q: 3 clusters Score -95479.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -95492.468750 Penalty: 2189.128662
	Iteration 6Q: 3 clusters Score -95492.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -95510.429688 Penalty: 2189.128662
	Iteration 7Q: 3 clusters Score -95510.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -95532.632812 Penalty: 2189.128662
	Iteration 8Q: 3 clusters Score -95532.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95555.507812 Penalty: 2189.128662
	Iteration 9Q: 3 clusters Score -95555.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95589.031250 Penalty: 2189.128662
	Iteration 10Q: 3 clusters Score -95589.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -95625.437500 Penalty: 2189.128662
	Iteration 11Q: 3 clusters Score -95625.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95667.609375 Penalty: 2189.128662
	Iteration 12Q: 3 clusters Score -95667.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -95712.750000 Penalty: 2189.128662
	Iteration 13Q: 3 clusters Score -95712.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95768.804688 Penalty: 2189.128662
	Iteration 14Q: 3 clusters Score -95768.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95836.992188 Penalty: 2189.128662
	Iteration 15Q: 3 clusters Score -95836.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95902.984375 Penalty: 2189.128662
	Iteration 16Q: 3 clusters Score -95902.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95973.843750 Penalty: 2189.128662
	Iteration 17Q: 3 clusters Score -95973.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -96047.171875 Penalty: 2189.128662
	Iteration 18Q: 3 clusters Score -96047.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -96093.226562 Penalty: 2189.128662
	Iteration 19Q: 3 clusters Score -96093.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -96127.218750 Penalty: 2189.128662
	Iteration 20F: 3 clusters Score -96127.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -96163.828125 Penalty: 2189.128662
	Iteration 21Q: 3 clusters Score -96163.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -96176.632812 Penalty: 2189.128662
	Iteration 22Q: 3 clusters Score -96176.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -96182.335938 Penalty: 2189.128662
	Iteration 23Q: 3 clusters Score -96182.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -96184.343750 Penalty: 2189.128662
	Iteration 24Q: 3 clusters Score -96184.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -96184.343750 Penalty: 2189.128662
	Iteration 25F: 3 clusters Score -96184.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -156984.406250 Penalty: 1161.733887
	Iteration 0F: 2 clusters Score -156984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -155371.140625 Penalty: 2323.467773
	Iteration 0F: 3 clusters Score -155371.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -155723.171875 Penalty: 2323.467773
	Iteration 1F: 3 clusters Score -155723.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -155881.562500 Penalty: 2323.467773
	Iteration 2F: 3 clusters Score -155881.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -155964.578125 Penalty: 2323.467773
	Iteration 3Q: 3 clusters Score -155964.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -156006.875000 Penalty: 2323.467773
	Iteration 4Q: 3 clusters Score -156006.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -156030.593750 Penalty: 2323.467773
	Iteration 5Q: 3 clusters Score -156030.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -156039.718750 Penalty: 2323.467773
	Iteration 6Q: 3 clusters Score -156039.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -156043.406250 Penalty: 2323.467773
	Iteration 7Q: 3 clusters Score -156043.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -156046.484375 Penalty: 2323.467773
	Iteration 8Q: 3 clusters Score -156046.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -156049.078125 Penalty: 2323.467773
	Iteration 9Q: 3 clusters Score -156049.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -156056.109375 Penalty: 2323.467773
	Iteration 10Q: 3 clusters Score -156056.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -156060.796875 Penalty: 2323.467773
	Iteration 11Q: 3 clusters Score -156060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -156062.296875 Penalty: 2323.467773
	Iteration 12Q: 3 clusters Score -156062.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -156064.109375 Penalty: 2323.467773
	Iteration 13Q: 3 clusters Score -156064.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -156066.171875 Penalty: 2323.467773
	Iteration 14Q: 3 clusters Score -156066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -156067.937500 Penalty: 2323.467773
	Iteration 15Q: 3 clusters Score -156067.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -156067.937500 Penalty: 2323.467773
	Iteration 16F: 3 clusters Score -156067.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Entering Unmasked Estep 
Score: -496883.531250 Penalty: 1321.373779
	Iteration 0F: 2 clusters Score -496883.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -493907.593750 Penalty: 2642.747559
	Iteration 0F: 3 clusters Score -493907.6 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -494605.343750 Penalty: 2642.747559
	Iteration 1F: 3 clusters Score -494605.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -494732.843750 Penalty: 2642.747559
	Iteration 2F: 3 clusters Score -494732.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -494812.843750 Penalty: 2642.747559
	Iteration 3Q: 3 clusters Score -494812.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -494862.875000 Penalty: 2642.747559
	Iteration 4Q: 3 clusters Score -494862.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -494912.250000 Penalty: 2642.747559
	Iteration 5Q: 3 clusters Score -494912.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -494957.343750 Penalty: 2642.747559
	Iteration 6Q: 3 clusters Score -494957.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -494983.750000 Penalty: 2642.747559
	Iteration 7Q: 3 clusters Score -494983.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -495003.062500 Penalty: 2642.747559
	Iteration 8Q: 3 clusters Score -495003.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -495024.468750 Penalty: 2642.747559
	Iteration 9Q: 3 clusters Score -495024.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -495038.218750 Penalty: 2642.747559
	Iteration 10Q: 3 clusters Score -495038.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -495048.312500 Penalty: 2642.747559
	Iteration 11Q: 3 clusters Score -495048.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -495058.718750 Penalty: 2642.747559
	Iteration 12Q: 3 clusters Score -495058.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -495068.625000 Penalty: 2642.747559
	Iteration 13Q: 3 clusters Score -495068.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -495076.031250 Penalty: 2642.747559
	Iteration 14Q: 3 clusters Score -495076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -495080.468750 Penalty: 2642.747559
	Iteration 15Q: 3 clusters Score -495080.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -495087.375000 Penalty: 2642.747559
	Iteration 16Q: 3 clusters Score -495087.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -495096.750000 Penalty: 2642.747559
	Iteration 17Q: 3 clusters Score -495096.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -495109.687500 Penalty: 2642.747559
	Iteration 18Q: 3 clusters Score -495109.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -495121.187500 Penalty: 2642.747559
	Iteration 19Q: 3 clusters Score -495121.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -495127.812500 Penalty: 2642.747559
	Iteration 20F: 3 clusters Score -495127.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -495139.656250 Penalty: 2642.747559
	Iteration 21Q: 3 clusters Score -495139.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -495151.187500 Penalty: 2642.747559
	Iteration 22Q: 3 clusters Score -495151.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -495155.812500 Penalty: 2642.747559
	Iteration 23Q: 3 clusters Score -495155.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -495159.281250 Penalty: 2642.747559
	Iteration 24Q: 3 clusters Score -495159.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -495161.843750 Penalty: 2642.747559
	Iteration 25Q: 3 clusters Score -495161.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -495164.250000 Penalty: 2642.747559
	Iteration 26Q: 3 clusters Score -495164.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -495167.625000 Penalty: 2642.747559
	Iteration 27Q: 3 clusters Score -495167.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -495170.593750 Penalty: 2642.747559
	Iteration 28Q: 3 clusters Score -495170.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -495172.750000 Penalty: 2642.747559
	Iteration 29Q: 3 clusters Score -495172.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -495175.562500 Penalty: 2642.747559
	Iteration 30Q: 3 clusters Score -495175.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -495177.250000 Penalty: 2642.747559
	Iteration 31Q: 3 clusters Score -495177.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -495179.531250 Penalty: 2642.747559
	Iteration 32Q: 3 clusters Score -495179.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -495180.937500 Penalty: 2642.747559
	Iteration 33Q: 3 clusters Score -495180.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -495182.562500 Penalty: 2642.747559
	Iteration 34Q: 3 clusters Score -495182.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -495183.812500 Penalty: 2642.747559
	Iteration 35Q: 3 clusters Score -495183.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -495186.343750 Penalty: 2642.747559
	Iteration 36Q: 3 clusters Score -495186.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -495188.312500 Penalty: 2642.747559
	Iteration 37Q: 3 clusters Score -495188.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -495190.937500 Penalty: 2642.747559
	Iteration 38Q: 3 clusters Score -495190.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -495195.531250 Penalty: 2642.747559
	Iteration 39Q: 3 clusters Score -495195.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -495203.625000 Penalty: 2642.747559
	Iteration 40F: 3 clusters Score -495203.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -495212.843750 Penalty: 2642.747559
	Iteration 41Q: 3 clusters Score -495212.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -495224.156250 Penalty: 2642.747559
	Iteration 42Q: 3 clusters Score -495224.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -495235.906250 Penalty: 2642.747559
	Iteration 43Q: 3 clusters Score -495235.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -495254.906250 Penalty: 2642.747559
	Iteration 44Q: 3 clusters Score -495254.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -495269.281250 Penalty: 2642.747559
	Iteration 45Q: 3 clusters Score -495269.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -495289.343750 Penalty: 2642.747559
	Iteration 46Q: 3 clusters Score -495289.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -495304.000000 Penalty: 2642.747559
	Iteration 47Q: 3 clusters Score -495304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -495317.562500 Penalty: 2642.747559
	Iteration 48Q: 3 clusters Score -495317.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -495334.625000 Penalty: 2642.747559
	Iteration 49Q: 3 clusters Score -495334.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -495362.187500 Penalty: 2642.747559
	Iteration 50Q: 3 clusters Score -495362.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -495392.906250 Penalty: 2642.747559
	Iteration 51Q: 3 clusters Score -495392.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -495415.875000 Penalty: 2642.747559
	Iteration 52Q: 3 clusters Score -495415.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -495435.500000 Penalty: 2642.747559
	Iteration 53Q: 3 clusters Score -495435.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -495456.125000 Penalty: 2642.747559
	Iteration 54Q: 3 clusters Score -495456.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -495475.312500 Penalty: 2642.747559
	Iteration 55Q: 3 clusters Score -495475.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -495496.750000 Penalty: 2642.747559
	Iteration 56Q: 3 clusters Score -495496.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -495515.281250 Penalty: 2642.747559
	Iteration 57Q: 3 clusters Score -495515.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -495537.218750 Penalty: 2642.747559
	Iteration 58Q: 3 clusters Score -495537.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -495549.968750 Penalty: 2642.747559
	Iteration 59Q: 3 clusters Score -495550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -495568.187500 Penalty: 2642.747559
	Iteration 60F: 3 clusters Score -495568.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -495584.625000 Penalty: 2642.747559
	Iteration 61Q: 3 clusters Score -495584.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -495594.468750 Penalty: 2642.747559
	Iteration 62Q: 3 clusters Score -495594.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -495597.843750 Penalty: 2642.747559
	Iteration 63Q: 3 clusters Score -495597.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -495601.156250 Penalty: 2642.747559
	Iteration 64Q: 3 clusters Score -495601.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -495607.218750 Penalty: 2642.747559
	Iteration 65Q: 3 clusters Score -495607.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -495613.031250 Penalty: 2642.747559
	Iteration 66Q: 3 clusters Score -495613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -495618.843750 Penalty: 2642.747559
	Iteration 67Q: 3 clusters Score -495618.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -495623.468750 Penalty: 2642.747559
	Iteration 68Q: 3 clusters Score -495623.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -495626.750000 Penalty: 2642.747559
	Iteration 69Q: 3 clusters Score -495626.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -495630.781250 Penalty: 2642.747559
	Iteration 70Q: 3 clusters Score -495630.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -495636.031250 Penalty: 2642.747559
	Iteration 71Q: 3 clusters Score -495636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -495638.093750 Penalty: 2642.747559
	Iteration 72Q: 3 clusters Score -495638.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -495640.000000 Penalty: 2642.747559
	Iteration 73Q: 3 clusters Score -495640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -495643.718750 Penalty: 2642.747559
	Iteration 74Q: 3 clusters Score -495643.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -495647.687500 Penalty: 2642.747559
	Iteration 75Q: 3 clusters Score -495647.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -495650.750000 Penalty: 2642.747559
	Iteration 76Q: 3 clusters Score -495650.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -495656.000000 Penalty: 2642.747559
	Iteration 77Q: 3 clusters Score -495656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -495663.531250 Penalty: 2642.747559
	Iteration 78Q: 3 clusters Score -495663.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -495671.000000 Penalty: 2642.747559
	Iteration 79Q: 3 clusters Score -495671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -495679.812500 Penalty: 2642.747559
	Iteration 80F: 3 clusters Score -495679.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -495692.375000 Penalty: 2642.747559
	Iteration 81Q: 3 clusters Score -495692.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -495699.312500 Penalty: 2642.747559
	Iteration 82Q: 3 clusters Score -495699.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -495703.875000 Penalty: 2642.747559
	Iteration 83Q: 3 clusters Score -495703.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -495705.500000 Penalty: 2642.747559
	Iteration 84Q: 3 clusters Score -495705.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -495705.968750 Penalty: 2642.747559
	Iteration 85Q: 3 clusters Score -495706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -495707.187500 Penalty: 2642.747559
	Iteration 86Q: 3 clusters Score -495707.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -495707.187500 Penalty: 2642.747559
	Iteration 87F: 3 clusters Score -495707.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -76446.750000 Penalty: 1034.830322
	Iteration 0F: 2 clusters Score -76446.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -75322.046875 Penalty: 2069.660645
	Iteration 0F: 3 clusters Score -75322.05 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -75574.781250 Penalty: 2069.660645
	Iteration 1F: 3 clusters Score -75574.78 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -75698.171875 Penalty: 2069.660645
	Iteration 2F: 3 clusters Score -75698.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -75765.984375 Penalty: 2069.660645
	Iteration 3F: 3 clusters Score -75765.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -75812.750000 Penalty: 2069.660645
	Iteration 4Q: 3 clusters Score -75812.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -75837.195312 Penalty: 2069.660645
	Iteration 5Q: 3 clusters Score -75837.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -75844.992188 Penalty: 2069.660645
	Iteration 6Q: 3 clusters Score -75844.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -75851.937500 Penalty: 2069.660645
	Iteration 7Q: 3 clusters Score -75851.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -75856.203125 Penalty: 2069.660645
	Iteration 8Q: 3 clusters Score -75856.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -75869.171875 Penalty: 2069.660645
	Iteration 9Q: 3 clusters Score -75869.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -75880.296875 Penalty: 2069.660645
	Iteration 10Q: 3 clusters Score -75880.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -75887.835938 Penalty: 2069.660645
	Iteration 11Q: 3 clusters Score -75887.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -75891.390625 Penalty: 2069.660645
	Iteration 12Q: 3 clusters Score -75891.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -75895.250000 Penalty: 2069.660645
	Iteration 13Q: 3 clusters Score -75895.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -75900.132812 Penalty: 2069.660645
	Iteration 14Q: 3 clusters Score -75900.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -75907.226562 Penalty: 2069.660645
	Iteration 15Q: 3 clusters Score -75907.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -75912.726562 Penalty: 2069.660645
	Iteration 16Q: 3 clusters Score -75912.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -75912.726562 Penalty: 2069.660645
	Iteration 17F: 3 clusters Score -75912.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -202761.312500 Penalty: 1185.115356
	Iteration 0F: 2 clusters Score -202761.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -201027.156250 Penalty: 2370.230713
	Iteration 0F: 3 clusters Score -201027.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -201392.156250 Penalty: 2370.230713
	Iteration 1F: 3 clusters Score -201392.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -201526.921875 Penalty: 2370.230713
	Iteration 2F: 3 clusters Score -201526.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -201631.468750 Penalty: 2370.230713
	Iteration 3F: 3 clusters Score -201631.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -201721.515625 Penalty: 2370.230713
	Iteration 4Q: 3 clusters Score -201721.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -201790.984375 Penalty: 2370.230713
	Iteration 5Q: 3 clusters Score -201791 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -201839.437500 Penalty: 2370.230713
	Iteration 6Q: 3 clusters Score -201839.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -201873.687500 Penalty: 2370.230713
	Iteration 7Q: 3 clusters Score -201873.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -201911.109375 Penalty: 2370.230713
	Iteration 8Q: 3 clusters Score -201911.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -201936.437500 Penalty: 2370.230713
	Iteration 9Q: 3 clusters Score -201936.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -201963.906250 Penalty: 2370.230713
	Iteration 10Q: 3 clusters Score -201963.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -201997.296875 Penalty: 2370.230713
	Iteration 11Q: 3 clusters Score -201997.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -202019.125000 Penalty: 2370.230713
	Iteration 12Q: 3 clusters Score -202019.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -202034.359375 Penalty: 2370.230713
	Iteration 13Q: 3 clusters Score -202034.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -202056.750000 Penalty: 2370.230713
	Iteration 14Q: 3 clusters Score -202056.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -202079.796875 Penalty: 2370.230713
	Iteration 15Q: 3 clusters Score -202079.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -202088.687500 Penalty: 2370.230713
	Iteration 16Q: 3 clusters Score -202088.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -202102.843750 Penalty: 2370.230713
	Iteration 17Q: 3 clusters Score -202102.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -202111.078125 Penalty: 2370.230713
	Iteration 18Q: 3 clusters Score -202111.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -202114.968750 Penalty: 2370.230713
	Iteration 19Q: 3 clusters Score -202115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -202120.453125 Penalty: 2370.230713
	Iteration 20F: 3 clusters Score -202120.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -202127.531250 Penalty: 2370.230713
	Iteration 21Q: 3 clusters Score -202127.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -202133.500000 Penalty: 2370.230713
	Iteration 22Q: 3 clusters Score -202133.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -202137.781250 Penalty: 2370.230713
	Iteration 23Q: 3 clusters Score -202137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -202141.296875 Penalty: 2370.230713
	Iteration 24Q: 3 clusters Score -202141.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -202144.343750 Penalty: 2370.230713
	Iteration 25Q: 3 clusters Score -202144.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -202146.671875 Penalty: 2370.230713
	Iteration 26Q: 3 clusters Score -202146.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -202152.125000 Penalty: 2370.230713
	Iteration 27Q: 3 clusters Score -202152.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -202164.890625 Penalty: 2370.230713
	Iteration 28Q: 3 clusters Score -202164.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -202181.125000 Penalty: 2370.230713
	Iteration 29Q: 3 clusters Score -202181.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -202196.421875 Penalty: 2370.230713
	Iteration 30Q: 3 clusters Score -202196.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -202211.812500 Penalty: 2370.230713
	Iteration 31Q: 3 clusters Score -202211.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -202220.531250 Penalty: 2370.230713
	Iteration 32Q: 3 clusters Score -202220.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -202242.656250 Penalty: 2370.230713
	Iteration 33Q: 3 clusters Score -202242.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -202275.265625 Penalty: 2370.230713
	Iteration 34Q: 3 clusters Score -202275.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -202293.125000 Penalty: 2370.230713
	Iteration 35Q: 3 clusters Score -202293.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -202307.203125 Penalty: 2370.230713
	Iteration 36Q: 3 clusters Score -202307.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -202322.734375 Penalty: 2370.230713
	Iteration 37Q: 3 clusters Score -202322.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -202329.750000 Penalty: 2370.230713
	Iteration 38Q: 3 clusters Score -202329.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -202338.968750 Penalty: 2370.230713
	Iteration 39Q: 3 clusters Score -202339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -202348.640625 Penalty: 2370.230713
	Iteration 40F: 3 clusters Score -202348.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -202354.421875 Penalty: 2370.230713
	Iteration 41Q: 3 clusters Score -202354.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -202358.750000 Penalty: 2370.230713
	Iteration 42Q: 3 clusters Score -202358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -202359.468750 Penalty: 2370.230713
	Iteration 43Q: 3 clusters Score -202359.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -202360.859375 Penalty: 2370.230713
	Iteration 44Q: 3 clusters Score -202360.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -202363.953125 Penalty: 2370.230713
	Iteration 45Q: 3 clusters Score -202364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -202368.343750 Penalty: 2370.230713
	Iteration 46Q: 3 clusters Score -202368.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -202379.062500 Penalty: 2370.230713
	Iteration 47Q: 3 clusters Score -202379.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -202382.828125 Penalty: 2370.230713
	Iteration 48Q: 3 clusters Score -202382.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -202385.390625 Penalty: 2370.230713
	Iteration 49Q: 3 clusters Score -202385.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -202387.859375 Penalty: 2370.230713
	Iteration 50Q: 3 clusters Score -202387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -202389.906250 Penalty: 2370.230713
	Iteration 51Q: 3 clusters Score -202389.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -202397.984375 Penalty: 2370.230713
	Iteration 52Q: 3 clusters Score -202398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -202402.078125 Penalty: 2370.230713
	Iteration 53Q: 3 clusters Score -202402.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -202406.109375 Penalty: 2370.230713
	Iteration 54Q: 3 clusters Score -202406.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -202407.203125 Penalty: 2370.230713
	Iteration 55Q: 3 clusters Score -202407.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -202408.515625 Penalty: 2370.230713
	Iteration 56Q: 3 clusters Score -202408.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -202409.781250 Penalty: 2370.230713
	Iteration 57Q: 3 clusters Score -202409.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -202410.593750 Penalty: 2370.230713
	Iteration 58Q: 3 clusters Score -202410.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -202411.437500 Penalty: 2370.230713
	Iteration 59Q: 3 clusters Score -202411.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -202411.843750 Penalty: 2370.230713
	Iteration 60F: 3 clusters Score -202411.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -202412.500000 Penalty: 2370.230713
	Iteration 61Q: 3 clusters Score -202412.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -202413.062500 Penalty: 2370.230713
	Iteration 62Q: 3 clusters Score -202413.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -202413.609375 Penalty: 2370.230713
	Iteration 63Q: 3 clusters Score -202413.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -202413.609375 Penalty: 2370.230713
	Iteration 64F: 3 clusters Score -202413.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (17996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Entering Unmasked Estep 
Score: -2736006.250000 Penalty: 1592.159546
	Iteration 0F: 2 clusters Score -2736006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2723953.000000 Penalty: 3184.319092
	Iteration 0F: 3 clusters Score -2723953 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2728368.250000 Penalty: 3184.319092
	Iteration 1F: 3 clusters Score -2728368 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2728742.750000 Penalty: 3184.319092
	Iteration 2F: 3 clusters Score -2728743 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2729139.500000 Penalty: 3184.319092
	Iteration 3F: 3 clusters Score -2729140 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2729620.250000 Penalty: 3184.319092
	Iteration 4F: 3 clusters Score -2729620 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2730234.000000 Penalty: 3184.319092
	Iteration 5F: 3 clusters Score -2730234 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2731008.000000 Penalty: 3184.319092
	Iteration 6F: 3 clusters Score -2731008 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2731845.750000 Penalty: 3184.319092
	Iteration 7F: 3 clusters Score -2731846 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2732604.750000 Penalty: 3184.319092
	Iteration 8F: 3 clusters Score -2732605 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2733203.500000 Penalty: 3184.319092
	Iteration 9Q: 3 clusters Score -2733204 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2733619.500000 Penalty: 3184.319092
	Iteration 10Q: 3 clusters Score -2733620 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2733928.000000 Penalty: 3184.319092
	Iteration 11Q: 3 clusters Score -2733928 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2734130.500000 Penalty: 3184.319092
	Iteration 12Q: 3 clusters Score -2734130 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2734279.250000 Penalty: 3184.319092
	Iteration 13Q: 3 clusters Score -2734279 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2734341.500000 Penalty: 3184.319092
	Iteration 14Q: 3 clusters Score -2734342 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2734386.250000 Penalty: 3184.319092
	Iteration 15Q: 3 clusters Score -2734386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2734412.250000 Penalty: 3184.319092
	Iteration 16Q: 3 clusters Score -2734412 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2734426.000000 Penalty: 3184.319092
	Iteration 17Q: 3 clusters Score -2734426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2734455.500000 Penalty: 3184.319092
	Iteration 18Q: 3 clusters Score -2734456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2734463.250000 Penalty: 3184.319092
	Iteration 19Q: 3 clusters Score -2734463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2734472.750000 Penalty: 3184.319092
	Iteration 20F: 3 clusters Score -2734473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2734489.500000 Penalty: 3184.319092
	Iteration 21Q: 3 clusters Score -2734490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2734501.250000 Penalty: 3184.319092
	Iteration 22Q: 3 clusters Score -2734501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2734506.750000 Penalty: 3184.319092
	Iteration 23Q: 3 clusters Score -2734507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2734510.500000 Penalty: 3184.319092
	Iteration 24Q: 3 clusters Score -2734510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2734513.250000 Penalty: 3184.319092
	Iteration 25Q: 3 clusters Score -2734513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2734525.500000 Penalty: 3184.319092
	Iteration 26Q: 3 clusters Score -2734526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2734539.000000 Penalty: 3184.319092
	Iteration 27Q: 3 clusters Score -2734539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2734539.500000 Penalty: 3184.319092
	Iteration 28Q: 3 clusters Score -2734540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2734542.750000 Penalty: 3184.319092
	Iteration 29Q: 3 clusters Score -2734543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2734549.000000 Penalty: 3184.319092
	Iteration 30Q: 3 clusters Score -2734549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2734553.500000 Penalty: 3184.319092
	Iteration 31Q: 3 clusters Score -2734554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2734556.000000 Penalty: 3184.319092
	Iteration 32Q: 3 clusters Score -2734556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2734552.250000 Penalty: 3184.319092
	Iteration 33Q: 3 clusters Score -2734552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2734552.250000 Penalty: 3184.319092
	Iteration 34F: 3 clusters Score -2734552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (15307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Entering Unmasked Estep 
Score: -2328395.250000 Penalty: 1565.860596
	Iteration 0F: 2 clusters Score -2328395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2318081.250000 Penalty: 3131.721191
	Iteration 0F: 3 clusters Score -2318081 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2321832.000000 Penalty: 3131.721191
	Iteration 1F: 3 clusters Score -2321832 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2322295.250000 Penalty: 3131.721191
	Iteration 2F: 3 clusters Score -2322295 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2322829.000000 Penalty: 3131.721191
	Iteration 3F: 3 clusters Score -2322829 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2323456.000000 Penalty: 3131.721191
	Iteration 4F: 3 clusters Score -2323456 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2324165.000000 Penalty: 3131.721191
	Iteration 5F: 3 clusters Score -2324165 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2324908.750000 Penalty: 3131.721191
	Iteration 6F: 3 clusters Score -2324909 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2325570.500000 Penalty: 3131.721191
	Iteration 7F: 3 clusters Score -2325570 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2326117.750000 Penalty: 3131.721191
	Iteration 8Q: 3 clusters Score -2326118 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2326472.500000 Penalty: 3131.721191
	Iteration 9Q: 3 clusters Score -2326472 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2326682.250000 Penalty: 3131.721191
	Iteration 10Q: 3 clusters Score -2326682 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2326789.500000 Penalty: 3131.721191
	Iteration 11Q: 3 clusters Score -2326790 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2326873.000000 Penalty: 3131.721191
	Iteration 12Q: 3 clusters Score -2326873 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2326913.250000 Penalty: 3131.721191
	Iteration 13Q: 3 clusters Score -2326913 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2326946.250000 Penalty: 3131.721191
	Iteration 14Q: 3 clusters Score -2326946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2326955.250000 Penalty: 3131.721191
	Iteration 15Q: 3 clusters Score -2326955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2326974.250000 Penalty: 3131.721191
	Iteration 16Q: 3 clusters Score -2326974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2326988.250000 Penalty: 3131.721191
	Iteration 17Q: 3 clusters Score -2326988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2327000.750000 Penalty: 3131.721191
	Iteration 18Q: 3 clusters Score -2327001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2327006.000000 Penalty: 3131.721191
	Iteration 19Q: 3 clusters Score -2327006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2327016.000000 Penalty: 3131.721191
	Iteration 20F: 3 clusters Score -2327016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2327022.750000 Penalty: 3131.721191
	Iteration 21Q: 3 clusters Score -2327023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2327035.250000 Penalty: 3131.721191
	Iteration 22Q: 3 clusters Score -2327035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2327037.750000 Penalty: 3131.721191
	Iteration 23Q: 3 clusters Score -2327038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2327037.000000 Penalty: 3131.721191
	Iteration 24Q: 3 clusters Score -2327037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2327037.000000 Penalty: 3131.721191
	Iteration 25F: 3 clusters Score -2327037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (8745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Entering Unmasked Estep 
Score: -1261535.500000 Penalty: 1474.888672
	Iteration 0F: 2 clusters Score -1261536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1255151.375000 Penalty: 2949.777344
	Iteration 0F: 3 clusters Score -1255151 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1257183.375000 Penalty: 2949.777344
	Iteration 1F: 3 clusters Score -1257183 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1257414.625000 Penalty: 2949.777344
	Iteration 2F: 3 clusters Score -1257415 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1257617.500000 Penalty: 2949.777344
	Iteration 3F: 3 clusters Score -1257618 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1257793.125000 Penalty: 2949.777344
	Iteration 4Q: 3 clusters Score -1257793 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1257972.625000 Penalty: 2949.777344
	Iteration 5Q: 3 clusters Score -1257973 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1258192.875000 Penalty: 2949.777344
	Iteration 6Q: 3 clusters Score -1258193 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1258458.000000 Penalty: 2949.777344
	Iteration 7F: 3 clusters Score -1258458 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1258740.125000 Penalty: 2949.777344
	Iteration 8F: 3 clusters Score -1258740 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1259038.000000 Penalty: 2949.777344
	Iteration 9Q: 3 clusters Score -1259038 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1259326.750000 Penalty: 2949.777344
	Iteration 10Q: 3 clusters Score -1259327 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1259570.750000 Penalty: 2949.777344
	Iteration 11Q: 3 clusters Score -1259571 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1259741.250000 Penalty: 2949.777344
	Iteration 12Q: 3 clusters Score -1259741 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1259885.500000 Penalty: 2949.777344
	Iteration 13Q: 3 clusters Score -1259886 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1259993.375000 Penalty: 2949.777344
	Iteration 14Q: 3 clusters Score -1259993 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1260056.375000 Penalty: 2949.777344
	Iteration 15Q: 3 clusters Score -1260056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1260098.250000 Penalty: 2949.777344
	Iteration 16Q: 3 clusters Score -1260098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1260128.875000 Penalty: 2949.777344
	Iteration 17Q: 3 clusters Score -1260129 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1260164.875000 Penalty: 2949.777344
	Iteration 18Q: 3 clusters Score -1260165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1260185.500000 Penalty: 2949.777344
	Iteration 19Q: 3 clusters Score -1260186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1260207.500000 Penalty: 2949.777344
	Iteration 20F: 3 clusters Score -1260208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1260219.375000 Penalty: 2949.777344
	Iteration 21Q: 3 clusters Score -1260219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1260234.750000 Penalty: 2949.777344
	Iteration 22Q: 3 clusters Score -1260235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1260249.500000 Penalty: 2949.777344
	Iteration 23Q: 3 clusters Score -1260250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1260264.750000 Penalty: 2949.777344
	Iteration 24Q: 3 clusters Score -1260265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1260270.750000 Penalty: 2949.777344
	Iteration 25Q: 3 clusters Score -1260271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1260275.250000 Penalty: 2949.777344
	Iteration 26Q: 3 clusters Score -1260275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1260279.375000 Penalty: 2949.777344
	Iteration 27Q: 3 clusters Score -1260279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1260282.250000 Penalty: 2949.777344
	Iteration 28Q: 3 clusters Score -1260282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1260280.875000 Penalty: 2949.777344
	Iteration 29Q: 3 clusters Score -1260281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1260282.375000 Penalty: 2949.777344
	Iteration 30Q: 3 clusters Score -1260282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1260284.375000 Penalty: 2949.777344
	Iteration 31Q: 3 clusters Score -1260284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1260284.875000 Penalty: 2949.777344
	Iteration 32Q: 3 clusters Score -1260285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1260284.875000 Penalty: 2949.777344
	Iteration 33F: 3 clusters Score -1260285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -181047.781250 Penalty: 1176.138916
	Iteration 0F: 2 clusters Score -181047.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -179372.750000 Penalty: 2352.277832
	Iteration 0F: 3 clusters Score -179372.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -179783.375000 Penalty: 2352.277832
	Iteration 1F: 3 clusters Score -179783.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -179959.890625 Penalty: 2352.277832
	Iteration 2F: 3 clusters Score -179959.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -180074.593750 Penalty: 2352.277832
	Iteration 3F: 3 clusters Score -180074.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -180183.265625 Penalty: 2352.277832
	Iteration 4F: 3 clusters Score -180183.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -180304.375000 Penalty: 2352.277832
	Iteration 5Q: 3 clusters Score -180304.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -180384.125000 Penalty: 2352.277832
	Iteration 6Q: 3 clusters Score -180384.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -180430.609375 Penalty: 2352.277832
	Iteration 7Q: 3 clusters Score -180430.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -180464.625000 Penalty: 2352.277832
	Iteration 8Q: 3 clusters Score -180464.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -180481.218750 Penalty: 2352.277832
	Iteration 9Q: 3 clusters Score -180481.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -180496.109375 Penalty: 2352.277832
	Iteration 10Q: 3 clusters Score -180496.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -180506.406250 Penalty: 2352.277832
	Iteration 11Q: 3 clusters Score -180506.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -180522.921875 Penalty: 2352.277832
	Iteration 12Q: 3 clusters Score -180522.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -180542.406250 Penalty: 2352.277832
	Iteration 13Q: 3 clusters Score -180542.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -180554.265625 Penalty: 2352.277832
	Iteration 14Q: 3 clusters Score -180554.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -180562.859375 Penalty: 2352.277832
	Iteration 15Q: 3 clusters Score -180562.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -180576.765625 Penalty: 2352.277832
	Iteration 16Q: 3 clusters Score -180576.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -180586.984375 Penalty: 2352.277832
	Iteration 17Q: 3 clusters Score -180587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -180592.718750 Penalty: 2352.277832
	Iteration 18Q: 3 clusters Score -180592.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -180597.015625 Penalty: 2352.277832
	Iteration 19Q: 3 clusters Score -180597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -180599.609375 Penalty: 2352.277832
	Iteration 20F: 3 clusters Score -180599.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -180602.578125 Penalty: 2352.277832
	Iteration 21Q: 3 clusters Score -180602.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -180604.765625 Penalty: 2352.277832
	Iteration 22Q: 3 clusters Score -180604.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -180605.562500 Penalty: 2352.277832
	Iteration 23Q: 3 clusters Score -180605.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -180607.843750 Penalty: 2352.277832
	Iteration 24Q: 3 clusters Score -180607.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -180612.921875 Penalty: 2352.277832
	Iteration 25Q: 3 clusters Score -180612.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -180617.218750 Penalty: 2352.277832
	Iteration 26Q: 3 clusters Score -180617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -180620.406250 Penalty: 2352.277832
	Iteration 27Q: 3 clusters Score -180620.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -180627.031250 Penalty: 2352.277832
	Iteration 28Q: 3 clusters Score -180627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -180630.343750 Penalty: 2352.277832
	Iteration 29Q: 3 clusters Score -180630.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -180632.125000 Penalty: 2352.277832
	Iteration 30Q: 3 clusters Score -180632.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -180633.890625 Penalty: 2352.277832
	Iteration 31Q: 3 clusters Score -180633.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -180635.640625 Penalty: 2352.277832
	Iteration 32Q: 3 clusters Score -180635.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -180637.093750 Penalty: 2352.277832
	Iteration 33Q: 3 clusters Score -180637.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -180639.937500 Penalty: 2352.277832
	Iteration 34Q: 3 clusters Score -180639.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -180640.546875 Penalty: 2352.277832
	Iteration 35Q: 3 clusters Score -180640.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -180640.546875 Penalty: 2352.277832
	Iteration 36F: 3 clusters Score -180640.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (3763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Entering Unmasked Estep 
Score: -478939.031250 Penalty: 1337.858032
	Iteration 0F: 2 clusters Score -478939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -475751.187500 Penalty: 2675.716064
	Iteration 0F: 3 clusters Score -475751.2 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -476655.062500 Penalty: 2675.716064
	Iteration 1F: 3 clusters Score -476655.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -476798.687500 Penalty: 2675.716064
	Iteration 2F: 3 clusters Score -476798.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -476874.656250 Penalty: 2675.716064
	Iteration 3Q: 3 clusters Score -476874.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -476929.750000 Penalty: 2675.716064
	Iteration 4Q: 3 clusters Score -476929.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -476978.187500 Penalty: 2675.716064
	Iteration 5Q: 3 clusters Score -476978.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -477023.500000 Penalty: 2675.716064
	Iteration 6Q: 3 clusters Score -477023.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -477056.187500 Penalty: 2675.716064
	Iteration 7Q: 3 clusters Score -477056.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -477085.031250 Penalty: 2675.716064
	Iteration 8Q: 3 clusters Score -477085 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -477113.187500 Penalty: 2675.716064
	Iteration 9Q: 3 clusters Score -477113.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -477150.718750 Penalty: 2675.716064
	Iteration 10Q: 3 clusters Score -477150.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -477189.125000 Penalty: 2675.716064
	Iteration 11Q: 3 clusters Score -477189.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -477242.375000 Penalty: 2675.716064
	Iteration 12Q: 3 clusters Score -477242.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -477298.937500 Penalty: 2675.716064
	Iteration 13Q: 3 clusters Score -477298.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -477343.250000 Penalty: 2675.716064
	Iteration 14Q: 3 clusters Score -477343.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -477388.500000 Penalty: 2675.716064
	Iteration 15Q: 3 clusters Score -477388.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -477442.593750 Penalty: 2675.716064
	Iteration 16Q: 3 clusters Score -477442.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -477480.562500 Penalty: 2675.716064
	Iteration 17Q: 3 clusters Score -477480.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -477509.906250 Penalty: 2675.716064
	Iteration 18Q: 3 clusters Score -477509.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -477540.812500 Penalty: 2675.716064
	Iteration 19Q: 3 clusters Score -477540.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -477582.562500 Penalty: 2675.716064
	Iteration 20F: 3 clusters Score -477582.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -477619.375000 Penalty: 2675.716064
	Iteration 21Q: 3 clusters Score -477619.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -477657.406250 Penalty: 2675.716064
	Iteration 22Q: 3 clusters Score -477657.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -477696.937500 Penalty: 2675.716064
	Iteration 23Q: 3 clusters Score -477696.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -477733.437500 Penalty: 2675.716064
	Iteration 24Q: 3 clusters Score -477733.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -477765.937500 Penalty: 2675.716064
	Iteration 25Q: 3 clusters Score -477765.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -477802.250000 Penalty: 2675.716064
	Iteration 26Q: 3 clusters Score -477802.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -477829.750000 Penalty: 2675.716064
	Iteration 27Q: 3 clusters Score -477829.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -477842.000000 Penalty: 2675.716064
	Iteration 28Q: 3 clusters Score -477842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -477854.500000 Penalty: 2675.716064
	Iteration 29Q: 3 clusters Score -477854.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -477863.531250 Penalty: 2675.716064
	Iteration 30Q: 3 clusters Score -477863.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -477868.312500 Penalty: 2675.716064
	Iteration 31Q: 3 clusters Score -477868.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -477871.156250 Penalty: 2675.716064
	Iteration 32Q: 3 clusters Score -477871.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -477873.000000 Penalty: 2675.716064
	Iteration 33Q: 3 clusters Score -477873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -477874.593750 Penalty: 2675.716064
	Iteration 34Q: 3 clusters Score -477874.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -477874.593750 Penalty: 2675.716064
	Iteration 35F: 3 clusters Score -477874.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -128750.757812 Penalty: 1123.805054
	Iteration 0F: 2 clusters Score -128750.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -127263.242188 Penalty: 2247.610107
	Iteration 0F: 3 clusters Score -127263.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -127517.562500 Penalty: 2247.610107
	Iteration 1F: 3 clusters Score -127517.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -127602.062500 Penalty: 2247.610107
	Iteration 2F: 3 clusters Score -127602.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -127664.531250 Penalty: 2247.610107
	Iteration 3F: 3 clusters Score -127664.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -127728.390625 Penalty: 2247.610107
	Iteration 4Q: 3 clusters Score -127728.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -127770.414062 Penalty: 2247.610107
	Iteration 5Q: 3 clusters Score -127770.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -127796.507812 Penalty: 2247.610107
	Iteration 6Q: 3 clusters Score -127796.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -127834.867188 Penalty: 2247.610107
	Iteration 7Q: 3 clusters Score -127834.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -127869.437500 Penalty: 2247.610107
	Iteration 8Q: 3 clusters Score -127869.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -127895.507812 Penalty: 2247.610107
	Iteration 9Q: 3 clusters Score -127895.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -127913.132812 Penalty: 2247.610107
	Iteration 10Q: 3 clusters Score -127913.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -127930.765625 Penalty: 2247.610107
	Iteration 11Q: 3 clusters Score -127930.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -127942.968750 Penalty: 2247.610107
	Iteration 12Q: 3 clusters Score -127943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -127950.742188 Penalty: 2247.610107
	Iteration 13Q: 3 clusters Score -127950.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -127960.117188 Penalty: 2247.610107
	Iteration 14Q: 3 clusters Score -127960.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -127970.578125 Penalty: 2247.610107
	Iteration 15Q: 3 clusters Score -127970.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -127975.242188 Penalty: 2247.610107
	Iteration 16Q: 3 clusters Score -127975.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -127975.835938 Penalty: 2247.610107
	Iteration 17Q: 3 clusters Score -127975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -127980.187500 Penalty: 2247.610107
	Iteration 18Q: 3 clusters Score -127980.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -127985.578125 Penalty: 2247.610107
	Iteration 19Q: 3 clusters Score -127985.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -127992.195312 Penalty: 2247.610107
	Iteration 20F: 3 clusters Score -127992.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -128000.835938 Penalty: 2247.610107
	Iteration 21Q: 3 clusters Score -128000.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -128002.500000 Penalty: 2247.610107
	Iteration 22Q: 3 clusters Score -128002.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -128005.804688 Penalty: 2247.610107
	Iteration 23Q: 3 clusters Score -128005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -128006.867188 Penalty: 2247.610107
	Iteration 24Q: 3 clusters Score -128006.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -128007.203125 Penalty: 2247.610107
	Iteration 25Q: 3 clusters Score -128007.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -128007.203125 Penalty: 2247.610107
	Iteration 26F: 3 clusters Score -128007.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (16633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Entering Unmasked Estep 
Score: -2543860.500000 Penalty: 1579.360840
	Iteration 0F: 2 clusters Score -2543860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2532778.250000 Penalty: 3158.721680
	Iteration 0F: 3 clusters Score -2532778 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2536845.250000 Penalty: 3158.721680
	Iteration 1F: 3 clusters Score -2536845 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2537201.750000 Penalty: 3158.721680
	Iteration 2F: 3 clusters Score -2537202 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2537553.750000 Penalty: 3158.721680
	Iteration 3F: 3 clusters Score -2537554 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2537845.750000 Penalty: 3158.721680
	Iteration 4Q: 3 clusters Score -2537846 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2538105.500000 Penalty: 3158.721680
	Iteration 5Q: 3 clusters Score -2538106 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2538305.000000 Penalty: 3158.721680
	Iteration 6Q: 3 clusters Score -2538305 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2538460.250000 Penalty: 3158.721680
	Iteration 7Q: 3 clusters Score -2538460 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2538595.500000 Penalty: 3158.721680
	Iteration 8Q: 3 clusters Score -2538596 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2538717.000000 Penalty: 3158.721680
	Iteration 9Q: 3 clusters Score -2538717 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2538850.750000 Penalty: 3158.721680
	Iteration 10Q: 3 clusters Score -2538851 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2538970.250000 Penalty: 3158.721680
	Iteration 11Q: 3 clusters Score -2538970 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2539098.000000 Penalty: 3158.721680
	Iteration 12Q: 3 clusters Score -2539098 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2539242.000000 Penalty: 3158.721680
	Iteration 13Q: 3 clusters Score -2539242 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2539415.500000 Penalty: 3158.721680
	Iteration 14Q: 3 clusters Score -2539416 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2539609.250000 Penalty: 3158.721680
	Iteration 15Q: 3 clusters Score -2539609 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2539811.500000 Penalty: 3158.721680
	Iteration 16Q: 3 clusters Score -2539812 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2539965.000000 Penalty: 3158.721680
	Iteration 17Q: 3 clusters Score -2539965 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2540065.750000 Penalty: 3158.721680
	Iteration 18Q: 3 clusters Score -2540066 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2540129.500000 Penalty: 3158.721680
	Iteration 19Q: 3 clusters Score -2540130 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2540169.250000 Penalty: 3158.721680
	Iteration 20F: 3 clusters Score -2540169 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2540181.250000 Penalty: 3158.721680
	Iteration 21Q: 3 clusters Score -2540181 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2540204.000000 Penalty: 3158.721680
	Iteration 22Q: 3 clusters Score -2540204 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2540232.250000 Penalty: 3158.721680
	Iteration 23Q: 3 clusters Score -2540232 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2540242.750000 Penalty: 3158.721680
	Iteration 24Q: 3 clusters Score -2540243 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2540258.500000 Penalty: 3158.721680
	Iteration 25Q: 3 clusters Score -2540258 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2540269.000000 Penalty: 3158.721680
	Iteration 26Q: 3 clusters Score -2540269 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2540283.250000 Penalty: 3158.721680
	Iteration 27Q: 3 clusters Score -2540283 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2540299.250000 Penalty: 3158.721680
	Iteration 28Q: 3 clusters Score -2540299 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2540310.250000 Penalty: 3158.721680
	Iteration 29Q: 3 clusters Score -2540310 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2540320.000000 Penalty: 3158.721680
	Iteration 30Q: 3 clusters Score -2540320 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2540328.750000 Penalty: 3158.721680
	Iteration 31Q: 3 clusters Score -2540329 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2540332.750000 Penalty: 3158.721680
	Iteration 32Q: 3 clusters Score -2540333 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2540333.750000 Penalty: 3158.721680
	Iteration 33Q: 3 clusters Score -2540334 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2540348.500000 Penalty: 3158.721680
	Iteration 34Q: 3 clusters Score -2540348 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2540350.750000 Penalty: 3158.721680
	Iteration 35Q: 3 clusters Score -2540351 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2540348.750000 Penalty: 3158.721680
	Iteration 36Q: 3 clusters Score -2540349 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2540355.000000 Penalty: 3158.721680
	Iteration 37Q: 3 clusters Score -2540355 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2540361.250000 Penalty: 3158.721680
	Iteration 38Q: 3 clusters Score -2540361 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2540370.750000 Penalty: 3158.721680
	Iteration 39Q: 3 clusters Score -2540371 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2540376.000000 Penalty: 3158.721680
	Iteration 40F: 3 clusters Score -2540376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2540382.500000 Penalty: 3158.721680
	Iteration 41Q: 3 clusters Score -2540382 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2540389.500000 Penalty: 3158.721680
	Iteration 42Q: 3 clusters Score -2540390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2540401.250000 Penalty: 3158.721680
	Iteration 43Q: 3 clusters Score -2540401 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2540405.250000 Penalty: 3158.721680
	Iteration 44Q: 3 clusters Score -2540405 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2540418.500000 Penalty: 3158.721680
	Iteration 45Q: 3 clusters Score -2540418 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2540421.000000 Penalty: 3158.721680
	Iteration 46Q: 3 clusters Score -2540421 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2540433.000000 Penalty: 3158.721680
	Iteration 47Q: 3 clusters Score -2540433 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2540445.750000 Penalty: 3158.721680
	Iteration 48Q: 3 clusters Score -2540446 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2540439.750000 Penalty: 3158.721680
	Iteration 49Q: 3 clusters Score -2540440 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2540460.750000 Penalty: 3158.721680
	Iteration 50Q: 3 clusters Score -2540461 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2540473.500000 Penalty: 3158.721680
	Iteration 51Q: 3 clusters Score -2540474 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2540480.250000 Penalty: 3158.721680
	Iteration 52Q: 3 clusters Score -2540480 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2540496.500000 Penalty: 3158.721680
	Iteration 53Q: 3 clusters Score -2540496 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2540508.000000 Penalty: 3158.721680
	Iteration 54Q: 3 clusters Score -2540508 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2540522.750000 Penalty: 3158.721680
	Iteration 55Q: 3 clusters Score -2540523 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2540527.500000 Penalty: 3158.721680
	Iteration 56Q: 3 clusters Score -2540528 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2540533.000000 Penalty: 3158.721680
	Iteration 57Q: 3 clusters Score -2540533 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2540536.250000 Penalty: 3158.721680
	Iteration 58Q: 3 clusters Score -2540536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2540549.000000 Penalty: 3158.721680
	Iteration 59Q: 3 clusters Score -2540549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2540551.000000 Penalty: 3158.721680
	Iteration 60F: 3 clusters Score -2540551 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2540550.750000 Penalty: 3158.721680
	Iteration 61Q: 3 clusters Score -2540551 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2540557.750000 Penalty: 3158.721680
	Iteration 62Q: 3 clusters Score -2540558 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2540563.750000 Penalty: 3158.721680
	Iteration 63Q: 3 clusters Score -2540564 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2540573.000000 Penalty: 3158.721680
	Iteration 64Q: 3 clusters Score -2540573 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2540580.500000 Penalty: 3158.721680
	Iteration 65Q: 3 clusters Score -2540580 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2540591.250000 Penalty: 3158.721680
	Iteration 66Q: 3 clusters Score -2540591 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2540602.000000 Penalty: 3158.721680
	Iteration 67Q: 3 clusters Score -2540602 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2540607.500000 Penalty: 3158.721680
	Iteration 68Q: 3 clusters Score -2540608 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2540614.750000 Penalty: 3158.721680
	Iteration 69Q: 3 clusters Score -2540615 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2540625.750000 Penalty: 3158.721680
	Iteration 70Q: 3 clusters Score -2540626 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2540622.000000 Penalty: 3158.721680
	Iteration 71Q: 3 clusters Score -2540622 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2540625.250000 Penalty: 3158.721680
	Iteration 72Q: 3 clusters Score -2540625 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2540627.500000 Penalty: 3158.721680
	Iteration 73Q: 3 clusters Score -2540628 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2540642.000000 Penalty: 3158.721680
	Iteration 74Q: 3 clusters Score -2540642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2540637.000000 Penalty: 3158.721680
	Iteration 75Q: 3 clusters Score -2540637 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2540647.000000 Penalty: 3158.721680
	Iteration 76Q: 3 clusters Score -2540647 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2540659.750000 Penalty: 3158.721680
	Iteration 77Q: 3 clusters Score -2540660 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2540666.000000 Penalty: 3158.721680
	Iteration 78Q: 3 clusters Score -2540666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2540675.000000 Penalty: 3158.721680
	Iteration 79Q: 3 clusters Score -2540675 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2540684.500000 Penalty: 3158.721680
	Iteration 80F: 3 clusters Score -2540684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2540688.500000 Penalty: 3158.721680
	Iteration 81Q: 3 clusters Score -2540688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2540693.750000 Penalty: 3158.721680
	Iteration 82Q: 3 clusters Score -2540694 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2540708.750000 Penalty: 3158.721680
	Iteration 83Q: 3 clusters Score -2540709 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2540720.500000 Penalty: 3158.721680
	Iteration 84Q: 3 clusters Score -2540720 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2540730.000000 Penalty: 3158.721680
	Iteration 85Q: 3 clusters Score -2540730 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2540725.000000 Penalty: 3158.721680
	Iteration 86Q: 3 clusters Score -2540725 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2540731.250000 Penalty: 3158.721680
	Iteration 87Q: 3 clusters Score -2540731 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2540734.000000 Penalty: 3158.721680
	Iteration 88Q: 3 clusters Score -2540734 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2540754.250000 Penalty: 3158.721680
	Iteration 89Q: 3 clusters Score -2540754 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2540761.250000 Penalty: 3158.721680
	Iteration 90Q: 3 clusters Score -2540761 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2540766.750000 Penalty: 3158.721680
	Iteration 91Q: 3 clusters Score -2540767 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2540779.000000 Penalty: 3158.721680
	Iteration 92Q: 3 clusters Score -2540779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2540787.250000 Penalty: 3158.721680
	Iteration 93Q: 3 clusters Score -2540787 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2540801.250000 Penalty: 3158.721680
	Iteration 94Q: 3 clusters Score -2540801 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2540795.500000 Penalty: 3158.721680
	Iteration 95Q: 3 clusters Score -2540796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2540808.750000 Penalty: 3158.721680
	Iteration 96Q: 3 clusters Score -2540809 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2540813.500000 Penalty: 3158.721680
	Iteration 97Q: 3 clusters Score -2540814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2540825.500000 Penalty: 3158.721680
	Iteration 98Q: 3 clusters Score -2540826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2540831.500000 Penalty: 3158.721680
	Iteration 99Q: 3 clusters Score -2540832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2540834.000000 Penalty: 3158.721680
	Iteration 100F: 3 clusters Score -2540834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2540847.500000 Penalty: 3158.721680
	Iteration 101Q: 3 clusters Score -2540848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2540846.750000 Penalty: 3158.721680
	Iteration 102Q: 3 clusters Score -2540847 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2540867.000000 Penalty: 3158.721680
	Iteration 103Q: 3 clusters Score -2540867 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2540869.500000 Penalty: 3158.721680
	Iteration 104Q: 3 clusters Score -2540870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2540874.250000 Penalty: 3158.721680
	Iteration 105Q: 3 clusters Score -2540874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2540874.250000 Penalty: 3158.721680
	Iteration 106Q: 3 clusters Score -2540874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2540884.500000 Penalty: 3158.721680
	Iteration 107Q: 3 clusters Score -2540884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2540889.500000 Penalty: 3158.721680
	Iteration 108Q: 3 clusters Score -2540890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2540895.750000 Penalty: 3158.721680
	Iteration 109Q: 3 clusters Score -2540896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2540895.750000 Penalty: 3158.721680
	Iteration 110Q: 3 clusters Score -2540896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2540902.250000 Penalty: 3158.721680
	Iteration 111Q: 3 clusters Score -2540902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2540906.000000 Penalty: 3158.721680
	Iteration 112Q: 3 clusters Score -2540906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2540917.750000 Penalty: 3158.721680
	Iteration 113Q: 3 clusters Score -2540918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2540919.500000 Penalty: 3158.721680
	Iteration 114Q: 3 clusters Score -2540920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2540920.000000 Penalty: 3158.721680
	Iteration 115Q: 3 clusters Score -2540920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2540927.250000 Penalty: 3158.721680
	Iteration 116Q: 3 clusters Score -2540927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2540937.750000 Penalty: 3158.721680
	Iteration 117Q: 3 clusters Score -2540938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2540941.250000 Penalty: 3158.721680
	Iteration 118Q: 3 clusters Score -2540941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2540954.250000 Penalty: 3158.721680
	Iteration 119Q: 3 clusters Score -2540954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2540954.500000 Penalty: 3158.721680
	Iteration 120F: 3 clusters Score -2540954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2540967.750000 Penalty: 3158.721680
	Iteration 121Q: 3 clusters Score -2540968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2540973.500000 Penalty: 3158.721680
	Iteration 122Q: 3 clusters Score -2540974 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2540991.250000 Penalty: 3158.721680
	Iteration 123Q: 3 clusters Score -2540991 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2541002.750000 Penalty: 3158.721680
	Iteration 124Q: 3 clusters Score -2541003 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2541016.500000 Penalty: 3158.721680
	Iteration 125Q: 3 clusters Score -2541016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2541027.500000 Penalty: 3158.721680
	Iteration 126Q: 3 clusters Score -2541028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2541036.250000 Penalty: 3158.721680
	Iteration 127Q: 3 clusters Score -2541036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2541041.500000 Penalty: 3158.721680
	Iteration 128Q: 3 clusters Score -2541042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2541062.000000 Penalty: 3158.721680
	Iteration 129Q: 3 clusters Score -2541062 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2541095.250000 Penalty: 3158.721680
	Iteration 130Q: 3 clusters Score -2541095 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2541121.750000 Penalty: 3158.721680
	Iteration 131Q: 3 clusters Score -2541122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2541141.250000 Penalty: 3158.721680
	Iteration 132Q: 3 clusters Score -2541141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2541155.250000 Penalty: 3158.721680
	Iteration 133Q: 3 clusters Score -2541155 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2541160.750000 Penalty: 3158.721680
	Iteration 134Q: 3 clusters Score -2541161 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2541171.250000 Penalty: 3158.721680
	Iteration 135Q: 3 clusters Score -2541171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2541181.750000 Penalty: 3158.721680
	Iteration 136Q: 3 clusters Score -2541182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2541200.250000 Penalty: 3158.721680
	Iteration 137Q: 3 clusters Score -2541200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2541214.500000 Penalty: 3158.721680
	Iteration 138Q: 3 clusters Score -2541214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2541222.750000 Penalty: 3158.721680
	Iteration 139Q: 3 clusters Score -2541223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2541219.250000 Penalty: 3158.721680
	Iteration 140F: 3 clusters Score -2541219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2541222.000000 Penalty: 3158.721680
	Iteration 141Q: 3 clusters Score -2541222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2541221.500000 Penalty: 3158.721680
	Iteration 142Q: 3 clusters Score -2541222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2541227.000000 Penalty: 3158.721680
	Iteration 143Q: 3 clusters Score -2541227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2541235.750000 Penalty: 3158.721680
	Iteration 144Q: 3 clusters Score -2541236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2541238.500000 Penalty: 3158.721680
	Iteration 145Q: 3 clusters Score -2541238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2541245.500000 Penalty: 3158.721680
	Iteration 146Q: 3 clusters Score -2541246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2541245.750000 Penalty: 3158.721680
	Iteration 147Q: 3 clusters Score -2541246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2541243.500000 Penalty: 3158.721680
	Iteration 148Q: 3 clusters Score -2541244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2541250.500000 Penalty: 3158.721680
	Iteration 149Q: 3 clusters Score -2541250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2541257.750000 Penalty: 3158.721680
	Iteration 150Q: 3 clusters Score -2541258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2541266.000000 Penalty: 3158.721680
	Iteration 151Q: 3 clusters Score -2541266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2541272.500000 Penalty: 3158.721680
	Iteration 152Q: 3 clusters Score -2541272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2541281.250000 Penalty: 3158.721680
	Iteration 153Q: 3 clusters Score -2541281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2541289.250000 Penalty: 3158.721680
	Iteration 154Q: 3 clusters Score -2541289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2541289.750000 Penalty: 3158.721680
	Iteration 155Q: 3 clusters Score -2541290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2541307.250000 Penalty: 3158.721680
	Iteration 156Q: 3 clusters Score -2541307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2541314.500000 Penalty: 3158.721680
	Iteration 157Q: 3 clusters Score -2541314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2541327.500000 Penalty: 3158.721680
	Iteration 158Q: 3 clusters Score -2541328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2541334.000000 Penalty: 3158.721680
	Iteration 159Q: 3 clusters Score -2541334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2541351.250000 Penalty: 3158.721680
	Iteration 160F: 3 clusters Score -2541351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2541356.500000 Penalty: 3158.721680
	Iteration 161Q: 3 clusters Score -2541356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2541356.750000 Penalty: 3158.721680
	Iteration 162Q: 3 clusters Score -2541357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2541364.500000 Penalty: 3158.721680
	Iteration 163Q: 3 clusters Score -2541364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2541370.750000 Penalty: 3158.721680
	Iteration 164Q: 3 clusters Score -2541371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2541371.750000 Penalty: 3158.721680
	Iteration 165Q: 3 clusters Score -2541372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2541373.750000 Penalty: 3158.721680
	Iteration 166Q: 3 clusters Score -2541374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2541380.500000 Penalty: 3158.721680
	Iteration 167Q: 3 clusters Score -2541380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2541379.000000 Penalty: 3158.721680
	Iteration 168Q: 3 clusters Score -2541379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2541383.750000 Penalty: 3158.721680
	Iteration 169Q: 3 clusters Score -2541384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2541383.000000 Penalty: 3158.721680
	Iteration 170Q: 3 clusters Score -2541383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2541387.000000 Penalty: 3158.721680
	Iteration 171Q: 3 clusters Score -2541387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2541387.000000 Penalty: 3158.721680
	Iteration 172F: 3 clusters Score -2541387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -349956.875000 Penalty: 1275.134399
	Iteration 0F: 2 clusters Score -349956.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -347515.187500 Penalty: 2550.268799
	Iteration 0F: 3 clusters Score -347515.2 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -348074.406250 Penalty: 2550.268799
	Iteration 1F: 3 clusters Score -348074.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -348256.437500 Penalty: 2550.268799
	Iteration 2F: 3 clusters Score -348256.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -348423.343750 Penalty: 2550.268799
	Iteration 3F: 3 clusters Score -348423.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -348562.375000 Penalty: 2550.268799
	Iteration 4F: 3 clusters Score -348562.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -348697.000000 Penalty: 2550.268799
	Iteration 5F: 3 clusters Score -348697 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -348813.468750 Penalty: 2550.268799
	Iteration 6F: 3 clusters Score -348813.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -348908.531250 Penalty: 2550.268799
	Iteration 7Q: 3 clusters Score -348908.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -348974.500000 Penalty: 2550.268799
	Iteration 8Q: 3 clusters Score -348974.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -349064.125000 Penalty: 2550.268799
	Iteration 9Q: 3 clusters Score -349064.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -349149.156250 Penalty: 2550.268799
	Iteration 10Q: 3 clusters Score -349149.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -349215.343750 Penalty: 2550.268799
	Iteration 11Q: 3 clusters Score -349215.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -349274.937500 Penalty: 2550.268799
	Iteration 12Q: 3 clusters Score -349274.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -349310.562500 Penalty: 2550.268799
	Iteration 13Q: 3 clusters Score -349310.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -349338.437500 Penalty: 2550.268799
	Iteration 14Q: 3 clusters Score -349338.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -349355.218750 Penalty: 2550.268799
	Iteration 15Q: 3 clusters Score -349355.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -349380.531250 Penalty: 2550.268799
	Iteration 16Q: 3 clusters Score -349380.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -349418.281250 Penalty: 2550.268799
	Iteration 17Q: 3 clusters Score -349418.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -349443.875000 Penalty: 2550.268799
	Iteration 18Q: 3 clusters Score -349443.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -349469.593750 Penalty: 2550.268799
	Iteration 19Q: 3 clusters Score -349469.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -349499.937500 Penalty: 2550.268799
	Iteration 20F: 3 clusters Score -349499.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -349522.562500 Penalty: 2550.268799
	Iteration 21Q: 3 clusters Score -349522.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -349536.906250 Penalty: 2550.268799
	Iteration 22Q: 3 clusters Score -349536.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -349550.625000 Penalty: 2550.268799
	Iteration 23Q: 3 clusters Score -349550.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -349558.312500 Penalty: 2550.268799
	Iteration 24Q: 3 clusters Score -349558.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -349564.375000 Penalty: 2550.268799
	Iteration 25Q: 3 clusters Score -349564.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -349568.531250 Penalty: 2550.268799
	Iteration 26Q: 3 clusters Score -349568.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -349570.625000 Penalty: 2550.268799
	Iteration 27Q: 3 clusters Score -349570.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -349570.656250 Penalty: 2550.268799
	Iteration 28Q: 3 clusters Score -349570.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -349570.656250 Penalty: 2550.268799
	Iteration 29F: 3 clusters Score -349570.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (15484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Entering Unmasked Estep 
Score: -2351299.500000 Penalty: 1567.729004
	Iteration 0F: 2 clusters Score -2351300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2340687.250000 Penalty: 3135.458008
	Iteration 0F: 3 clusters Score -2340687 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2344428.750000 Penalty: 3135.458008
	Iteration 1F: 3 clusters Score -2344429 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2344723.750000 Penalty: 3135.458008
	Iteration 2F: 3 clusters Score -2344724 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2345005.000000 Penalty: 3135.458008
	Iteration 3Q: 3 clusters Score -2345005 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2345291.500000 Penalty: 3135.458008
	Iteration 4Q: 3 clusters Score -2345292 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2345604.000000 Penalty: 3135.458008
	Iteration 5Q: 3 clusters Score -2345604 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2345980.500000 Penalty: 3135.458008
	Iteration 6Q: 3 clusters Score -2345980 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2346352.250000 Penalty: 3135.458008
	Iteration 7Q: 3 clusters Score -2346352 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2346756.000000 Penalty: 3135.458008
	Iteration 8Q: 3 clusters Score -2346756 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2347248.250000 Penalty: 3135.458008
	Iteration 9Q: 3 clusters Score -2347248 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2347738.000000 Penalty: 3135.458008
	Iteration 10Q: 3 clusters Score -2347738 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2348126.000000 Penalty: 3135.458008
	Iteration 11Q: 3 clusters Score -2348126 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2348438.000000 Penalty: 3135.458008
	Iteration 12Q: 3 clusters Score -2348438 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2348643.000000 Penalty: 3135.458008
	Iteration 13Q: 3 clusters Score -2348643 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2348809.750000 Penalty: 3135.458008
	Iteration 14Q: 3 clusters Score -2348810 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2348940.750000 Penalty: 3135.458008
	Iteration 15Q: 3 clusters Score -2348941 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2349044.500000 Penalty: 3135.458008
	Iteration 16Q: 3 clusters Score -2349044 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2349134.750000 Penalty: 3135.458008
	Iteration 17Q: 3 clusters Score -2349135 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2349213.750000 Penalty: 3135.458008
	Iteration 18Q: 3 clusters Score -2349214 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2349280.750000 Penalty: 3135.458008
	Iteration 19Q: 3 clusters Score -2349281 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2349349.500000 Penalty: 3135.458008
	Iteration 20F: 3 clusters Score -2349350 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2349407.750000 Penalty: 3135.458008
	Iteration 21Q: 3 clusters Score -2349408 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2349455.250000 Penalty: 3135.458008
	Iteration 22Q: 3 clusters Score -2349455 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2349484.000000 Penalty: 3135.458008
	Iteration 23Q: 3 clusters Score -2349484 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2349529.000000 Penalty: 3135.458008
	Iteration 24Q: 3 clusters Score -2349529 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2349562.250000 Penalty: 3135.458008
	Iteration 25Q: 3 clusters Score -2349562 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2349605.750000 Penalty: 3135.458008
	Iteration 26Q: 3 clusters Score -2349606 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2349636.000000 Penalty: 3135.458008
	Iteration 27Q: 3 clusters Score -2349636 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2349663.250000 Penalty: 3135.458008
	Iteration 28Q: 3 clusters Score -2349663 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2349683.750000 Penalty: 3135.458008
	Iteration 29Q: 3 clusters Score -2349684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2349702.750000 Penalty: 3135.458008
	Iteration 30Q: 3 clusters Score -2349703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2349723.500000 Penalty: 3135.458008
	Iteration 31Q: 3 clusters Score -2349724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2349742.750000 Penalty: 3135.458008
	Iteration 32Q: 3 clusters Score -2349743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2349758.000000 Penalty: 3135.458008
	Iteration 33Q: 3 clusters Score -2349758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2349769.250000 Penalty: 3135.458008
	Iteration 34Q: 3 clusters Score -2349769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2349775.250000 Penalty: 3135.458008
	Iteration 35Q: 3 clusters Score -2349775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2349785.750000 Penalty: 3135.458008
	Iteration 36Q: 3 clusters Score -2349786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2349789.250000 Penalty: 3135.458008
	Iteration 37Q: 3 clusters Score -2349789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2349794.250000 Penalty: 3135.458008
	Iteration 38Q: 3 clusters Score -2349794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2349794.500000 Penalty: 3135.458008
	Iteration 39Q: 3 clusters Score -2349794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2349800.500000 Penalty: 3135.458008
	Iteration 40F: 3 clusters Score -2349800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2349810.750000 Penalty: 3135.458008
	Iteration 41Q: 3 clusters Score -2349811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2349812.000000 Penalty: 3135.458008
	Iteration 42Q: 3 clusters Score -2349812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2349816.250000 Penalty: 3135.458008
	Iteration 43Q: 3 clusters Score -2349816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2349817.500000 Penalty: 3135.458008
	Iteration 44Q: 3 clusters Score -2349818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2349819.250000 Penalty: 3135.458008
	Iteration 45Q: 3 clusters Score -2349819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2349820.250000 Penalty: 3135.458008
	Iteration 46Q: 3 clusters Score -2349820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2349823.250000 Penalty: 3135.458008
	Iteration 47Q: 3 clusters Score -2349823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2349823.000000 Penalty: 3135.458008
	Iteration 48Q: 3 clusters Score -2349823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2349824.500000 Penalty: 3135.458008
	Iteration 49Q: 3 clusters Score -2349824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2349823.250000 Penalty: 3135.458008
	Iteration 50Q: 3 clusters Score -2349823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2349828.000000 Penalty: 3135.458008
	Iteration 51Q: 3 clusters Score -2349828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2349828.000000 Penalty: 3135.458008
	Iteration 52F: 3 clusters Score -2349828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -92651.960938 Penalty: 1074.019287
	Iteration 0F: 2 clusters Score -92651.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91388.023438 Penalty: 2148.038574
	Iteration 0F: 3 clusters Score -91388.02 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -91639.054688 Penalty: 2148.038574
	Iteration 1F: 3 clusters Score -91639.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91705.539062 Penalty: 2148.038574
	Iteration 2F: 3 clusters Score -91705.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91747.351562 Penalty: 2148.038574
	Iteration 3Q: 3 clusters Score -91747.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -91783.015625 Penalty: 2148.038574
	Iteration 4Q: 3 clusters Score -91783.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -91812.523438 Penalty: 2148.038574
	Iteration 5Q: 3 clusters Score -91812.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -91826.734375 Penalty: 2148.038574
	Iteration 6Q: 3 clusters Score -91826.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91839.453125 Penalty: 2148.038574
	Iteration 7Q: 3 clusters Score -91839.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91851.734375 Penalty: 2148.038574
	Iteration 8Q: 3 clusters Score -91851.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91859.882812 Penalty: 2148.038574
	Iteration 9Q: 3 clusters Score -91859.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -91864.765625 Penalty: 2148.038574
	Iteration 10Q: 3 clusters Score -91864.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -91869.390625 Penalty: 2148.038574
	Iteration 11Q: 3 clusters Score -91869.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -91873.460938 Penalty: 2148.038574
	Iteration 12Q: 3 clusters Score -91873.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91875.601562 Penalty: 2148.038574
	Iteration 13Q: 3 clusters Score -91875.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -91884.140625 Penalty: 2148.038574
	Iteration 14Q: 3 clusters Score -91884.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -91895.359375 Penalty: 2148.038574
	Iteration 15Q: 3 clusters Score -91895.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91908.328125 Penalty: 2148.038574
	Iteration 16Q: 3 clusters Score -91908.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -91917.703125 Penalty: 2148.038574
	Iteration 17Q: 3 clusters Score -91917.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91924.531250 Penalty: 2148.038574
	Iteration 18Q: 3 clusters Score -91924.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91929.742188 Penalty: 2148.038574
	Iteration 19Q: 3 clusters Score -91929.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91947.187500 Penalty: 2148.038574
	Iteration 20F: 3 clusters Score -91947.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -91954.937500 Penalty: 2148.038574
	Iteration 21Q: 3 clusters Score -91954.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91959.992188 Penalty: 2148.038574
	Iteration 22Q: 3 clusters Score -91959.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91961.273438 Penalty: 2148.038574
	Iteration 23Q: 3 clusters Score -91961.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -91962.093750 Penalty: 2148.038574
	Iteration 24Q: 3 clusters Score -91962.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -91962.093750 Penalty: 2148.038574
	Iteration 25F: 3 clusters Score -91962.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (21889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Entering Unmasked Estep 
Score: -3342439.500000 Penalty: 1623.982666
	Iteration 0F: 2 clusters Score -3342440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -3328437.750000 Penalty: 3247.965332
	Iteration 0F: 3 clusters Score -3328438 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -3333893.500000 Penalty: 3247.965332
	Iteration 1F: 3 clusters Score -3333894 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3334321.750000 Penalty: 3247.965332
	Iteration 2Q: 3 clusters Score -3334322 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -3334843.750000 Penalty: 3247.965332
	Iteration 3F: 3 clusters Score -3334844 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3335522.750000 Penalty: 3247.965332
	Iteration 4F: 3 clusters Score -3335523 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -3336415.250000 Penalty: 3247.965332
	Iteration 5F: 3 clusters Score -3336415 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3337432.000000 Penalty: 3247.965332
	Iteration 6F: 3 clusters Score -3337432 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -3338472.500000 Penalty: 3247.965332
	Iteration 7F: 3 clusters Score -3338472 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -3339476.000000 Penalty: 3247.965332
	Iteration 8F: 3 clusters Score -3339476 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -3340170.750000 Penalty: 3247.965332
	Iteration 9Q: 3 clusters Score -3340171 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -3340554.000000 Penalty: 3247.965332
	Iteration 10Q: 3 clusters Score -3340554 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -3340775.750000 Penalty: 3247.965332
	Iteration 11Q: 3 clusters Score -3340776 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -3340941.500000 Penalty: 3247.965332
	Iteration 12Q: 3 clusters Score -3340942 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -3341006.000000 Penalty: 3247.965332
	Iteration 13Q: 3 clusters Score -3341006 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -3341053.250000 Penalty: 3247.965332
	Iteration 14Q: 3 clusters Score -3341053 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -3341089.750000 Penalty: 3247.965332
	Iteration 15Q: 3 clusters Score -3341090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -3341119.000000 Penalty: 3247.965332
	Iteration 16Q: 3 clusters Score -3341119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -3341122.750000 Penalty: 3247.965332
	Iteration 17Q: 3 clusters Score -3341123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -3341133.250000 Penalty: 3247.965332
	Iteration 18Q: 3 clusters Score -3341133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -3341150.750000 Penalty: 3247.965332
	Iteration 19Q: 3 clusters Score -3341151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -3341169.500000 Penalty: 3247.965332
	Iteration 20F: 3 clusters Score -3341170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -3341183.250000 Penalty: 3247.965332
	Iteration 21Q: 3 clusters Score -3341183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -3341190.500000 Penalty: 3247.965332
	Iteration 22Q: 3 clusters Score -3341190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3341194.500000 Penalty: 3247.965332
	Iteration 23Q: 3 clusters Score -3341194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -3341198.250000 Penalty: 3247.965332
	Iteration 24Q: 3 clusters Score -3341198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -3341200.750000 Penalty: 3247.965332
	Iteration 25Q: 3 clusters Score -3341201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -3341200.000000 Penalty: 3247.965332
	Iteration 26Q: 3 clusters Score -3341200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -3341206.500000 Penalty: 3247.965332
	Iteration 27Q: 3 clusters Score -3341206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -3341204.250000 Penalty: 3247.965332
	Iteration 28Q: 3 clusters Score -3341204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -3341203.750000 Penalty: 3247.965332
	Iteration 29Q: 3 clusters Score -3341204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -3341203.750000 Penalty: 3247.965332
	Iteration 30F: 3 clusters Score -3341204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (23098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Entering Unmasked Estep 
Score: -3512776.000000 Penalty: 1632.718994
	Iteration 0F: 2 clusters Score -3512776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -3498018.000000 Penalty: 3265.437988
	Iteration 0F: 3 clusters Score -3498018 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -3503922.250000 Penalty: 3265.437988
	Iteration 1F: 3 clusters Score -3503922 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -3504500.000000 Penalty: 3265.437988
	Iteration 2F: 3 clusters Score -3504500 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3505054.750000 Penalty: 3265.437988
	Iteration 3F: 3 clusters Score -3505055 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -3505547.250000 Penalty: 3265.437988
	Iteration 4F: 3 clusters Score -3505547 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3505980.750000 Penalty: 3265.437988
	Iteration 5Q: 3 clusters Score -3505981 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -3506417.750000 Penalty: 3265.437988
	Iteration 6Q: 3 clusters Score -3506418 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -3506895.750000 Penalty: 3265.437988
	Iteration 7Q: 3 clusters Score -3506896 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3507337.500000 Penalty: 3265.437988
	Iteration 8Q: 3 clusters Score -3507338 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3507796.500000 Penalty: 3265.437988
	Iteration 9Q: 3 clusters Score -3507796 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -3508354.750000 Penalty: 3265.437988
	Iteration 10Q: 3 clusters Score -3508355 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -3508899.000000 Penalty: 3265.437988
	Iteration 11Q: 3 clusters Score -3508899 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -3509481.000000 Penalty: 3265.437988
	Iteration 12Q: 3 clusters Score -3509481 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3510049.500000 Penalty: 3265.437988
	Iteration 13Q: 3 clusters Score -3510050 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3510476.250000 Penalty: 3265.437988
	Iteration 14Q: 3 clusters Score -3510476 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -3510788.750000 Penalty: 3265.437988
	Iteration 15Q: 3 clusters Score -3510789 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -3511017.750000 Penalty: 3265.437988
	Iteration 16Q: 3 clusters Score -3511018 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -3511139.750000 Penalty: 3265.437988
	Iteration 17Q: 3 clusters Score -3511140 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -3511259.750000 Penalty: 3265.437988
	Iteration 18Q: 3 clusters Score -3511260 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -3511323.500000 Penalty: 3265.437988
	Iteration 19Q: 3 clusters Score -3511324 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -3511371.500000 Penalty: 3265.437988
	Iteration 20F: 3 clusters Score -3511372 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3511403.250000 Penalty: 3265.437988
	Iteration 21Q: 3 clusters Score -3511403 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3511429.750000 Penalty: 3265.437988
	Iteration 22Q: 3 clusters Score -3511430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -3511442.500000 Penalty: 3265.437988
	Iteration 23Q: 3 clusters Score -3511442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -3511460.500000 Penalty: 3265.437988
	Iteration 24Q: 3 clusters Score -3511460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -3511468.500000 Penalty: 3265.437988
	Iteration 25Q: 3 clusters Score -3511468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -3511483.500000 Penalty: 3265.437988
	Iteration 26Q: 3 clusters Score -3511484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -3511493.250000 Penalty: 3265.437988
	Iteration 27Q: 3 clusters Score -3511493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -3511498.750000 Penalty: 3265.437988
	Iteration 28Q: 3 clusters Score -3511499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3511517.750000 Penalty: 3265.437988
	Iteration 29Q: 3 clusters Score -3511518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -3511526.250000 Penalty: 3265.437988
	Iteration 30Q: 3 clusters Score -3511526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3511531.500000 Penalty: 3265.437988
	Iteration 31Q: 3 clusters Score -3511532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -3511535.000000 Penalty: 3265.437988
	Iteration 32Q: 3 clusters Score -3511535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -3511539.000000 Penalty: 3265.437988
	Iteration 33Q: 3 clusters Score -3511539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -3511541.750000 Penalty: 3265.437988
	Iteration 34Q: 3 clusters Score -3511542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -3511543.500000 Penalty: 3265.437988
	Iteration 35Q: 3 clusters Score -3511544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -3511546.000000 Penalty: 3265.437988
	Iteration 36Q: 3 clusters Score -3511546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -3511549.250000 Penalty: 3265.437988
	Iteration 37Q: 3 clusters Score -3511549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3511554.500000 Penalty: 3265.437988
	Iteration 38Q: 3 clusters Score -3511554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -3511555.000000 Penalty: 3265.437988
	Iteration 39Q: 3 clusters Score -3511555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -3511557.250000 Penalty: 3265.437988
	Iteration 40F: 3 clusters Score -3511557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -3511558.500000 Penalty: 3265.437988
	Iteration 41Q: 3 clusters Score -3511558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -3511557.000000 Penalty: 3265.437988
	Iteration 42Q: 3 clusters Score -3511557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -3511557.000000 Penalty: 3265.437988
	Iteration 43Q: 3 clusters Score -3511557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -3511555.750000 Penalty: 3265.437988
	Iteration 44Q: 3 clusters Score -3511556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -3511554.500000 Penalty: 3265.437988
	Iteration 45Q: 3 clusters Score -3511554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -3511551.000000 Penalty: 3265.437988
	Iteration 46Q: 3 clusters Score -3511551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -3511551.250000 Penalty: 3265.437988
	Iteration 47Q: 3 clusters Score -3511551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3511553.500000 Penalty: 3265.437988
	Iteration 48Q: 3 clusters Score -3511554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -3511553.000000 Penalty: 3265.437988
	Iteration 49Q: 3 clusters Score -3511553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -3511551.500000 Penalty: 3265.437988
	Iteration 50Q: 3 clusters Score -3511552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -3511551.500000 Penalty: 3265.437988
	Iteration 51F: 3 clusters Score -3511552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (2024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Entering Unmasked Estep 
Score: -267937.125000 Penalty: 1237.085083
	Iteration 0F: 2 clusters Score -267937.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -265830.437500 Penalty: 2474.170166
	Iteration 0F: 3 clusters Score -265830.4 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -266338.062500 Penalty: 2474.170166
	Iteration 1F: 3 clusters Score -266338.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -266497.000000 Penalty: 2474.170166
	Iteration 2F: 3 clusters Score -266497 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -266592.937500 Penalty: 2474.170166
	Iteration 3F: 3 clusters Score -266592.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -266650.750000 Penalty: 2474.170166
	Iteration 4Q: 3 clusters Score -266650.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -266700.718750 Penalty: 2474.170166
	Iteration 5Q: 3 clusters Score -266700.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -266752.593750 Penalty: 2474.170166
	Iteration 6Q: 3 clusters Score -266752.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -266797.968750 Penalty: 2474.170166
	Iteration 7Q: 3 clusters Score -266798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -266826.093750 Penalty: 2474.170166
	Iteration 8Q: 3 clusters Score -266826.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -266845.187500 Penalty: 2474.170166
	Iteration 9Q: 3 clusters Score -266845.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -266868.656250 Penalty: 2474.170166
	Iteration 10Q: 3 clusters Score -266868.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -266886.187500 Penalty: 2474.170166
	Iteration 11Q: 3 clusters Score -266886.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -266900.562500 Penalty: 2474.170166
	Iteration 12Q: 3 clusters Score -266900.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -266915.375000 Penalty: 2474.170166
	Iteration 13Q: 3 clusters Score -266915.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -266938.093750 Penalty: 2474.170166
	Iteration 14Q: 3 clusters Score -266938.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -266954.468750 Penalty: 2474.170166
	Iteration 15Q: 3 clusters Score -266954.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -266971.406250 Penalty: 2474.170166
	Iteration 16Q: 3 clusters Score -266971.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -266985.937500 Penalty: 2474.170166
	Iteration 17Q: 3 clusters Score -266985.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -267001.343750 Penalty: 2474.170166
	Iteration 18Q: 3 clusters Score -267001.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -267011.250000 Penalty: 2474.170166
	Iteration 19Q: 3 clusters Score -267011.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -267017.687500 Penalty: 2474.170166
	Iteration 20F: 3 clusters Score -267017.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -267022.625000 Penalty: 2474.170166
	Iteration 21Q: 3 clusters Score -267022.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -267024.906250 Penalty: 2474.170166
	Iteration 22Q: 3 clusters Score -267024.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -267027.875000 Penalty: 2474.170166
	Iteration 23Q: 3 clusters Score -267027.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -267030.218750 Penalty: 2474.170166
	Iteration 24Q: 3 clusters Score -267030.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -267034.250000 Penalty: 2474.170166
	Iteration 25Q: 3 clusters Score -267034.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -267037.906250 Penalty: 2474.170166
	Iteration 26Q: 3 clusters Score -267037.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -267041.218750 Penalty: 2474.170166
	Iteration 27Q: 3 clusters Score -267041.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -267050.468750 Penalty: 2474.170166
	Iteration 28Q: 3 clusters Score -267050.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -267059.125000 Penalty: 2474.170166
	Iteration 29Q: 3 clusters Score -267059.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -267070.031250 Penalty: 2474.170166
	Iteration 30Q: 3 clusters Score -267070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -267081.375000 Penalty: 2474.170166
	Iteration 31Q: 3 clusters Score -267081.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -267094.531250 Penalty: 2474.170166
	Iteration 32Q: 3 clusters Score -267094.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -267110.812500 Penalty: 2474.170166
	Iteration 33Q: 3 clusters Score -267110.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -267128.437500 Penalty: 2474.170166
	Iteration 34Q: 3 clusters Score -267128.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -267140.031250 Penalty: 2474.170166
	Iteration 35Q: 3 clusters Score -267140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -267152.656250 Penalty: 2474.170166
	Iteration 36Q: 3 clusters Score -267152.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -267165.093750 Penalty: 2474.170166
	Iteration 37Q: 3 clusters Score -267165.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -267178.750000 Penalty: 2474.170166
	Iteration 38Q: 3 clusters Score -267178.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -267194.625000 Penalty: 2474.170166
	Iteration 39Q: 3 clusters Score -267194.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -267204.343750 Penalty: 2474.170166
	Iteration 40F: 3 clusters Score -267204.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -267211.843750 Penalty: 2474.170166
	Iteration 41Q: 3 clusters Score -267211.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -267215.312500 Penalty: 2474.170166
	Iteration 42Q: 3 clusters Score -267215.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -267218.312500 Penalty: 2474.170166
	Iteration 43Q: 3 clusters Score -267218.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -267220.000000 Penalty: 2474.170166
	Iteration 44Q: 3 clusters Score -267220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -267220.437500 Penalty: 2474.170166
	Iteration 45Q: 3 clusters Score -267220.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -267221.593750 Penalty: 2474.170166
	Iteration 46Q: 3 clusters Score -267221.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -267222.250000 Penalty: 2474.170166
	Iteration 47Q: 3 clusters Score -267222.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -267222.500000 Penalty: 2474.170166
	Iteration 48Q: 3 clusters Score -267222.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -267222.500000 Penalty: 2474.170166
	Iteration 49F: 3 clusters Score -267222.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Entering Unmasked Estep 
Score: -428643.875000 Penalty: 1311.420654
	Iteration 0F: 2 clusters Score -428643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -425834.875000 Penalty: 2622.841309
	Iteration 0F: 3 clusters Score -425834.9 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -426531.281250 Penalty: 2622.841309
	Iteration 1F: 3 clusters Score -426531.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -426639.562500 Penalty: 2622.841309
	Iteration 2F: 3 clusters Score -426639.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -426717.031250 Penalty: 2622.841309
	Iteration 3Q: 3 clusters Score -426717 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -426782.687500 Penalty: 2622.841309
	Iteration 4Q: 3 clusters Score -426782.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -426832.968750 Penalty: 2622.841309
	Iteration 5Q: 3 clusters Score -426833 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -426873.250000 Penalty: 2622.841309
	Iteration 6Q: 3 clusters Score -426873.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -426917.937500 Penalty: 2622.841309
	Iteration 7Q: 3 clusters Score -426917.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -426960.312500 Penalty: 2622.841309
	Iteration 8Q: 3 clusters Score -426960.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -426992.968750 Penalty: 2622.841309
	Iteration 9Q: 3 clusters Score -426993 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -427019.375000 Penalty: 2622.841309
	Iteration 10Q: 3 clusters Score -427019.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -427047.375000 Penalty: 2622.841309
	Iteration 11Q: 3 clusters Score -427047.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -427065.937500 Penalty: 2622.841309
	Iteration 12Q: 3 clusters Score -427065.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -427083.437500 Penalty: 2622.841309
	Iteration 13Q: 3 clusters Score -427083.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -427105.656250 Penalty: 2622.841309
	Iteration 14Q: 3 clusters Score -427105.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -427127.875000 Penalty: 2622.841309
	Iteration 15Q: 3 clusters Score -427127.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -427148.343750 Penalty: 2622.841309
	Iteration 16Q: 3 clusters Score -427148.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -427172.562500 Penalty: 2622.841309
	Iteration 17Q: 3 clusters Score -427172.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -427199.531250 Penalty: 2622.841309
	Iteration 18Q: 3 clusters Score -427199.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -427216.343750 Penalty: 2622.841309
	Iteration 19Q: 3 clusters Score -427216.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -427231.250000 Penalty: 2622.841309
	Iteration 20F: 3 clusters Score -427231.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -427242.312500 Penalty: 2622.841309
	Iteration 21Q: 3 clusters Score -427242.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -427250.687500 Penalty: 2622.841309
	Iteration 22Q: 3 clusters Score -427250.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -427258.281250 Penalty: 2622.841309
	Iteration 23Q: 3 clusters Score -427258.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -427272.156250 Penalty: 2622.841309
	Iteration 24Q: 3 clusters Score -427272.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -427297.281250 Penalty: 2622.841309
	Iteration 25Q: 3 clusters Score -427297.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -427316.500000 Penalty: 2622.841309
	Iteration 26Q: 3 clusters Score -427316.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -427332.906250 Penalty: 2622.841309
	Iteration 27Q: 3 clusters Score -427332.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -427358.687500 Penalty: 2622.841309
	Iteration 28Q: 3 clusters Score -427358.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -427388.093750 Penalty: 2622.841309
	Iteration 29Q: 3 clusters Score -427388.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -427419.625000 Penalty: 2622.841309
	Iteration 30Q: 3 clusters Score -427419.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -427452.906250 Penalty: 2622.841309
	Iteration 31Q: 3 clusters Score -427452.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -427488.406250 Penalty: 2622.841309
	Iteration 32Q: 3 clusters Score -427488.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -427522.218750 Penalty: 2622.841309
	Iteration 33Q: 3 clusters Score -427522.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -427542.843750 Penalty: 2622.841309
	Iteration 34Q: 3 clusters Score -427542.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -427559.718750 Penalty: 2622.841309
	Iteration 35Q: 3 clusters Score -427559.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -427572.250000 Penalty: 2622.841309
	Iteration 36Q: 3 clusters Score -427572.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -427587.250000 Penalty: 2622.841309
	Iteration 37Q: 3 clusters Score -427587.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -427605.375000 Penalty: 2622.841309
	Iteration 38Q: 3 clusters Score -427605.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -427625.625000 Penalty: 2622.841309
	Iteration 39Q: 3 clusters Score -427625.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -427639.750000 Penalty: 2622.841309
	Iteration 40F: 3 clusters Score -427639.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -427656.406250 Penalty: 2622.841309
	Iteration 41Q: 3 clusters Score -427656.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -427673.187500 Penalty: 2622.841309
	Iteration 42Q: 3 clusters Score -427673.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -427684.906250 Penalty: 2622.841309
	Iteration 43Q: 3 clusters Score -427684.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -427691.031250 Penalty: 2622.841309
	Iteration 44Q: 3 clusters Score -427691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -427693.218750 Penalty: 2622.841309
	Iteration 45Q: 3 clusters Score -427693.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -427694.312500 Penalty: 2622.841309
	Iteration 46Q: 3 clusters Score -427694.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -427696.562500 Penalty: 2622.841309
	Iteration 47Q: 3 clusters Score -427696.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -427698.312500 Penalty: 2622.841309
	Iteration 48Q: 3 clusters Score -427698.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -427698.500000 Penalty: 2622.841309
	Iteration 49Q: 3 clusters Score -427698.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -427699.687500 Penalty: 2622.841309
	Iteration 50Q: 3 clusters Score -427699.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -427699.656250 Penalty: 2622.841309
	Iteration 51Q: 3 clusters Score -427699.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -427699.656250 Penalty: 2622.841309
	Iteration 52F: 3 clusters Score -427699.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Entering Unmasked Estep 
Score: -373030.937500 Penalty: 1293.382324
	Iteration 0F: 2 clusters Score -373030.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -370371.593750 Penalty: 2586.764648
	Iteration 0F: 3 clusters Score -370371.6 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -371042.375000 Penalty: 2586.764648
	Iteration 1F: 3 clusters Score -371042.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -371187.937500 Penalty: 2586.764648
	Iteration 2F: 3 clusters Score -371187.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -371293.156250 Penalty: 2586.764648
	Iteration 3F: 3 clusters Score -371293.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -371350.531250 Penalty: 2586.764648
	Iteration 4Q: 3 clusters Score -371350.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -371393.937500 Penalty: 2586.764648
	Iteration 5Q: 3 clusters Score -371393.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -371435.531250 Penalty: 2586.764648
	Iteration 6Q: 3 clusters Score -371435.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -371467.531250 Penalty: 2586.764648
	Iteration 7Q: 3 clusters Score -371467.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -371498.062500 Penalty: 2586.764648
	Iteration 8Q: 3 clusters Score -371498.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -371527.812500 Penalty: 2586.764648
	Iteration 9Q: 3 clusters Score -371527.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -371545.031250 Penalty: 2586.764648
	Iteration 10Q: 3 clusters Score -371545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -371556.156250 Penalty: 2586.764648
	Iteration 11Q: 3 clusters Score -371556.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -371563.968750 Penalty: 2586.764648
	Iteration 12Q: 3 clusters Score -371564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -371571.468750 Penalty: 2586.764648
	Iteration 13Q: 3 clusters Score -371571.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -371574.875000 Penalty: 2586.764648
	Iteration 14Q: 3 clusters Score -371574.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -371577.781250 Penalty: 2586.764648
	Iteration 15Q: 3 clusters Score -371577.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -371584.937500 Penalty: 2586.764648
	Iteration 16Q: 3 clusters Score -371584.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -371590.000000 Penalty: 2586.764648
	Iteration 17Q: 3 clusters Score -371590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -371593.656250 Penalty: 2586.764648
	Iteration 18Q: 3 clusters Score -371593.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -371596.312500 Penalty: 2586.764648
	Iteration 19Q: 3 clusters Score -371596.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -371597.156250 Penalty: 2586.764648
	Iteration 20F: 3 clusters Score -371597.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -371599.906250 Penalty: 2586.764648
	Iteration 21Q: 3 clusters Score -371599.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -371602.843750 Penalty: 2586.764648
	Iteration 22Q: 3 clusters Score -371602.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -371605.437500 Penalty: 2586.764648
	Iteration 23Q: 3 clusters Score -371605.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -371608.125000 Penalty: 2586.764648
	Iteration 24Q: 3 clusters Score -371608.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -371610.718750 Penalty: 2586.764648
	Iteration 25Q: 3 clusters Score -371610.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -371613.500000 Penalty: 2586.764648
	Iteration 26Q: 3 clusters Score -371613.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -371612.968750 Penalty: 2586.764648
	Iteration 27Q: 3 clusters Score -371613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -371612.968750 Penalty: 2586.764648
	Iteration 28F: 3 clusters Score -371613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (6891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Entering Unmasked Estep 
Score: -1043909.000000 Penalty: 1436.170410
	Iteration 0F: 2 clusters Score -1043909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1038788.312500 Penalty: 2872.340820
	Iteration 0F: 3 clusters Score -1038788 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1040283.562500 Penalty: 2872.340820
	Iteration 1F: 3 clusters Score -1040284 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1040493.562500 Penalty: 2872.340820
	Iteration 2F: 3 clusters Score -1040494 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1040650.937500 Penalty: 2872.340820
	Iteration 3F: 3 clusters Score -1040651 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1040756.187500 Penalty: 2872.340820
	Iteration 4Q: 3 clusters Score -1040756 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1040848.062500 Penalty: 2872.340820
	Iteration 5Q: 3 clusters Score -1040848 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1040919.500000 Penalty: 2872.340820
	Iteration 6Q: 3 clusters Score -1040920 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1040994.625000 Penalty: 2872.340820
	Iteration 7Q: 3 clusters Score -1040995 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1041068.187500 Penalty: 2872.340820
	Iteration 8Q: 3 clusters Score -1041068 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1041151.250000 Penalty: 2872.340820
	Iteration 9Q: 3 clusters Score -1041151 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1041233.875000 Penalty: 2872.340820
	Iteration 10Q: 3 clusters Score -1041234 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1041332.687500 Penalty: 2872.340820
	Iteration 11Q: 3 clusters Score -1041333 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1041455.375000 Penalty: 2872.340820
	Iteration 12Q: 3 clusters Score -1041455 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1041587.437500 Penalty: 2872.340820
	Iteration 13Q: 3 clusters Score -1041587 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1041734.937500 Penalty: 2872.340820
	Iteration 14Q: 3 clusters Score -1041735 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1041895.187500 Penalty: 2872.340820
	Iteration 15Q: 3 clusters Score -1041895 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1042063.125000 Penalty: 2872.340820
	Iteration 16Q: 3 clusters Score -1042063 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1042231.687500 Penalty: 2872.340820
	Iteration 17Q: 3 clusters Score -1042232 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1042362.625000 Penalty: 2872.340820
	Iteration 18Q: 3 clusters Score -1042363 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1042443.125000 Penalty: 2872.340820
	Iteration 19Q: 3 clusters Score -1042443 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1042498.437500 Penalty: 2872.340820
	Iteration 20F: 3 clusters Score -1042498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1042527.812500 Penalty: 2872.340820
	Iteration 21Q: 3 clusters Score -1042528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1042547.937500 Penalty: 2872.340820
	Iteration 22Q: 3 clusters Score -1042548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1042565.687500 Penalty: 2872.340820
	Iteration 23Q: 3 clusters Score -1042566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1042581.312500 Penalty: 2872.340820
	Iteration 24Q: 3 clusters Score -1042581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1042594.125000 Penalty: 2872.340820
	Iteration 25Q: 3 clusters Score -1042594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1042613.437500 Penalty: 2872.340820
	Iteration 26Q: 3 clusters Score -1042613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1042627.750000 Penalty: 2872.340820
	Iteration 27Q: 3 clusters Score -1042628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1042634.625000 Penalty: 2872.340820
	Iteration 28Q: 3 clusters Score -1042635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1042636.562500 Penalty: 2872.340820
	Iteration 29Q: 3 clusters Score -1042637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1042637.000000 Penalty: 2872.340820
	Iteration 30Q: 3 clusters Score -1042637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1042637.000000 Penalty: 2872.340820
	Iteration 31F: 3 clusters Score -1042637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (9986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Entering Unmasked Estep 
Score: -1476470.000000 Penalty: 1496.452637
	Iteration 0F: 2 clusters Score -1476470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1469341.375000 Penalty: 2992.905273
	Iteration 0F: 3 clusters Score -1469341 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1471714.875000 Penalty: 2992.905273
	Iteration 1F: 3 clusters Score -1471715 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1471942.000000 Penalty: 2992.905273
	Iteration 2F: 3 clusters Score -1471942 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1472155.750000 Penalty: 2992.905273
	Iteration 3Q: 3 clusters Score -1472156 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1472368.375000 Penalty: 2992.905273
	Iteration 4Q: 3 clusters Score -1472368 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1472589.750000 Penalty: 2992.905273
	Iteration 5Q: 3 clusters Score -1472590 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1472774.125000 Penalty: 2992.905273
	Iteration 6Q: 3 clusters Score -1472774 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1472954.250000 Penalty: 2992.905273
	Iteration 7Q: 3 clusters Score -1472954 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1473127.250000 Penalty: 2992.905273
	Iteration 8Q: 3 clusters Score -1473127 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1473292.125000 Penalty: 2992.905273
	Iteration 9Q: 3 clusters Score -1473292 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1473449.750000 Penalty: 2992.905273
	Iteration 10Q: 3 clusters Score -1473450 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1473557.125000 Penalty: 2992.905273
	Iteration 11Q: 3 clusters Score -1473557 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1473656.625000 Penalty: 2992.905273
	Iteration 12Q: 3 clusters Score -1473657 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1473747.375000 Penalty: 2992.905273
	Iteration 13Q: 3 clusters Score -1473747 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1473824.250000 Penalty: 2992.905273
	Iteration 14Q: 3 clusters Score -1473824 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1473890.750000 Penalty: 2992.905273
	Iteration 15Q: 3 clusters Score -1473891 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1473973.000000 Penalty: 2992.905273
	Iteration 16Q: 3 clusters Score -1473973 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1474046.375000 Penalty: 2992.905273
	Iteration 17Q: 3 clusters Score -1474046 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1474132.250000 Penalty: 2992.905273
	Iteration 18Q: 3 clusters Score -1474132 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1474263.500000 Penalty: 2992.905273
	Iteration 19Q: 3 clusters Score -1474264 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1474382.375000 Penalty: 2992.905273
	Iteration 20F: 3 clusters Score -1474382 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1474510.625000 Penalty: 2992.905273
	Iteration 21Q: 3 clusters Score -1474511 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1474629.125000 Penalty: 2992.905273
	Iteration 22Q: 3 clusters Score -1474629 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1474706.500000 Penalty: 2992.905273
	Iteration 23Q: 3 clusters Score -1474706 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1474768.875000 Penalty: 2992.905273
	Iteration 24Q: 3 clusters Score -1474769 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1474817.875000 Penalty: 2992.905273
	Iteration 25Q: 3 clusters Score -1474818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1474849.250000 Penalty: 2992.905273
	Iteration 26Q: 3 clusters Score -1474849 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1474871.750000 Penalty: 2992.905273
	Iteration 27Q: 3 clusters Score -1474872 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1474896.125000 Penalty: 2992.905273
	Iteration 28Q: 3 clusters Score -1474896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1474911.000000 Penalty: 2992.905273
	Iteration 29Q: 3 clusters Score -1474911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1474920.500000 Penalty: 2992.905273
	Iteration 30Q: 3 clusters Score -1474920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1474924.750000 Penalty: 2992.905273
	Iteration 31Q: 3 clusters Score -1474925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1474931.500000 Penalty: 2992.905273
	Iteration 32Q: 3 clusters Score -1474932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1474936.875000 Penalty: 2992.905273
	Iteration 33Q: 3 clusters Score -1474937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1474940.500000 Penalty: 2992.905273
	Iteration 34Q: 3 clusters Score -1474940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1474947.875000 Penalty: 2992.905273
	Iteration 35Q: 3 clusters Score -1474948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1474950.625000 Penalty: 2992.905273
	Iteration 36Q: 3 clusters Score -1474951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1474960.625000 Penalty: 2992.905273
	Iteration 37Q: 3 clusters Score -1474961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1474964.375000 Penalty: 2992.905273
	Iteration 38Q: 3 clusters Score -1474964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1474970.500000 Penalty: 2992.905273
	Iteration 39Q: 3 clusters Score -1474970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1474975.875000 Penalty: 2992.905273
	Iteration 40F: 3 clusters Score -1474976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1474982.000000 Penalty: 2992.905273
	Iteration 41Q: 3 clusters Score -1474982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1474983.125000 Penalty: 2992.905273
	Iteration 42Q: 3 clusters Score -1474983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1474985.875000 Penalty: 2992.905273
	Iteration 43Q: 3 clusters Score -1474986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1474986.000000 Penalty: 2992.905273
	Iteration 44Q: 3 clusters Score -1474986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1474992.375000 Penalty: 2992.905273
	Iteration 45Q: 3 clusters Score -1474992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1474997.125000 Penalty: 2992.905273
	Iteration 46Q: 3 clusters Score -1474997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1475002.250000 Penalty: 2992.905273
	Iteration 47Q: 3 clusters Score -1475002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1475003.500000 Penalty: 2992.905273
	Iteration 48Q: 3 clusters Score -1475004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1475007.875000 Penalty: 2992.905273
	Iteration 49Q: 3 clusters Score -1475008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1475007.875000 Penalty: 2992.905273
	Iteration 50Q: 3 clusters Score -1475008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1475009.500000 Penalty: 2992.905273
	Iteration 51Q: 3 clusters Score -1475010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1475011.875000 Penalty: 2992.905273
	Iteration 52Q: 3 clusters Score -1475012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1475014.625000 Penalty: 2992.905273
	Iteration 53Q: 3 clusters Score -1475015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1475013.750000 Penalty: 2992.905273
	Iteration 54Q: 3 clusters Score -1475014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1475016.500000 Penalty: 2992.905273
	Iteration 55Q: 3 clusters Score -1475016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1475018.625000 Penalty: 2992.905273
	Iteration 56Q: 3 clusters Score -1475019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1475021.500000 Penalty: 2992.905273
	Iteration 57Q: 3 clusters Score -1475022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1475025.375000 Penalty: 2992.905273
	Iteration 58Q: 3 clusters Score -1475025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1475025.750000 Penalty: 2992.905273
	Iteration 59Q: 3 clusters Score -1475026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1475030.000000 Penalty: 2992.905273
	Iteration 60F: 3 clusters Score -1475030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1475029.750000 Penalty: 2992.905273
	Iteration 61Q: 3 clusters Score -1475030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1475029.375000 Penalty: 2992.905273
	Iteration 62Q: 3 clusters Score -1475029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1475031.500000 Penalty: 2992.905273
	Iteration 63Q: 3 clusters Score -1475032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1475036.375000 Penalty: 2992.905273
	Iteration 64Q: 3 clusters Score -1475036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1475039.875000 Penalty: 2992.905273
	Iteration 65Q: 3 clusters Score -1475040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1475043.125000 Penalty: 2992.905273
	Iteration 66Q: 3 clusters Score -1475043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1475044.125000 Penalty: 2992.905273
	Iteration 67Q: 3 clusters Score -1475044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1475045.875000 Penalty: 2992.905273
	Iteration 68Q: 3 clusters Score -1475046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1475047.750000 Penalty: 2992.905273
	Iteration 69Q: 3 clusters Score -1475048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1475046.125000 Penalty: 2992.905273
	Iteration 70Q: 3 clusters Score -1475046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1475046.625000 Penalty: 2992.905273
	Iteration 71Q: 3 clusters Score -1475047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1475047.625000 Penalty: 2992.905273
	Iteration 72Q: 3 clusters Score -1475048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1475047.250000 Penalty: 2992.905273
	Iteration 73Q: 3 clusters Score -1475047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1475047.250000 Penalty: 2992.905273
	Iteration 74F: 3 clusters Score -1475047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -75280.500000 Penalty: 1045.352783
	Iteration 0F: 2 clusters Score -75280.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74096.312500 Penalty: 2090.705566
	Iteration 0F: 3 clusters Score -74096.31 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74260.773438 Penalty: 2090.705566
	Iteration 1F: 3 clusters Score -74260.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -74340.195312 Penalty: 2090.705566
	Iteration 2F: 3 clusters Score -74340.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -74378.523438 Penalty: 2090.705566
	Iteration 3Q: 3 clusters Score -74378.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -74406.484375 Penalty: 2090.705566
	Iteration 4Q: 3 clusters Score -74406.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -74424.414062 Penalty: 2090.705566
	Iteration 5Q: 3 clusters Score -74424.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -74436.867188 Penalty: 2090.705566
	Iteration 6Q: 3 clusters Score -74436.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74457.578125 Penalty: 2090.705566
	Iteration 7Q: 3 clusters Score -74457.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -74465.851562 Penalty: 2090.705566
	Iteration 8Q: 3 clusters Score -74465.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74472.437500 Penalty: 2090.705566
	Iteration 9Q: 3 clusters Score -74472.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -74479.375000 Penalty: 2090.705566
	Iteration 10Q: 3 clusters Score -74479.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -74484.070312 Penalty: 2090.705566
	Iteration 11Q: 3 clusters Score -74484.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -74487.015625 Penalty: 2090.705566
	Iteration 12Q: 3 clusters Score -74487.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -74487.367188 Penalty: 2090.705566
	Iteration 13Q: 3 clusters Score -74487.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -74487.367188 Penalty: 2090.705566
	Iteration 14F: 3 clusters Score -74487.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (6859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Entering Unmasked Estep 
Score: -1041948.687500 Penalty: 1435.413940
	Iteration 0F: 2 clusters Score -1041949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1036822.750000 Penalty: 2870.827881
	Iteration 0F: 3 clusters Score -1036823 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1038391.875000 Penalty: 2870.827881
	Iteration 1F: 3 clusters Score -1038392 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1038645.812500 Penalty: 2870.827881
	Iteration 2F: 3 clusters Score -1038646 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1038863.000000 Penalty: 2870.827881
	Iteration 3F: 3 clusters Score -1038863 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1039084.625000 Penalty: 2870.827881
	Iteration 4F: 3 clusters Score -1039085 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1039299.437500 Penalty: 2870.827881
	Iteration 5F: 3 clusters Score -1039299 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1039520.375000 Penalty: 2870.827881
	Iteration 6F: 3 clusters Score -1039520 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1039742.875000 Penalty: 2870.827881
	Iteration 7Q: 3 clusters Score -1039743 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1039946.250000 Penalty: 2870.827881
	Iteration 8Q: 3 clusters Score -1039946 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1040119.625000 Penalty: 2870.827881
	Iteration 9Q: 3 clusters Score -1040120 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1040263.125000 Penalty: 2870.827881
	Iteration 10Q: 3 clusters Score -1040263 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1040377.562500 Penalty: 2870.827881
	Iteration 11Q: 3 clusters Score -1040378 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1040467.437500 Penalty: 2870.827881
	Iteration 12Q: 3 clusters Score -1040467 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1040529.375000 Penalty: 2870.827881
	Iteration 13Q: 3 clusters Score -1040529 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1040572.000000 Penalty: 2870.827881
	Iteration 14Q: 3 clusters Score -1040572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1040597.437500 Penalty: 2870.827881
	Iteration 15Q: 3 clusters Score -1040597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1040621.937500 Penalty: 2870.827881
	Iteration 16Q: 3 clusters Score -1040622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1040645.062500 Penalty: 2870.827881
	Iteration 17Q: 3 clusters Score -1040645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1040658.500000 Penalty: 2870.827881
	Iteration 18Q: 3 clusters Score -1040658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1040665.937500 Penalty: 2870.827881
	Iteration 19Q: 3 clusters Score -1040666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1040670.625000 Penalty: 2870.827881
	Iteration 20F: 3 clusters Score -1040671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1040677.750000 Penalty: 2870.827881
	Iteration 21Q: 3 clusters Score -1040678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1040686.250000 Penalty: 2870.827881
	Iteration 22Q: 3 clusters Score -1040686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1040693.812500 Penalty: 2870.827881
	Iteration 23Q: 3 clusters Score -1040694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1040700.375000 Penalty: 2870.827881
	Iteration 24Q: 3 clusters Score -1040700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1040709.625000 Penalty: 2870.827881
	Iteration 25Q: 3 clusters Score -1040710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1040711.812500 Penalty: 2870.827881
	Iteration 26Q: 3 clusters Score -1040712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1040719.312500 Penalty: 2870.827881
	Iteration 27Q: 3 clusters Score -1040719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1040728.875000 Penalty: 2870.827881
	Iteration 28Q: 3 clusters Score -1040729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1040736.437500 Penalty: 2870.827881
	Iteration 29Q: 3 clusters Score -1040736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1040738.250000 Penalty: 2870.827881
	Iteration 30Q: 3 clusters Score -1040738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1040738.125000 Penalty: 2870.827881
	Iteration 31Q: 3 clusters Score -1040738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1040738.125000 Penalty: 2870.827881
	Iteration 32F: 3 clusters Score -1040738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (20815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Entering Unmasked Estep 
Score: -3177424.250000 Penalty: 1615.807251
	Iteration 0F: 2 clusters Score -3177424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -3164716.250000 Penalty: 3231.614502
	Iteration 0F: 3 clusters Score -3164716 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -3169878.750000 Penalty: 3231.614502
	Iteration 1F: 3 clusters Score -3169879 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -3170415.750000 Penalty: 3231.614502
	Iteration 2F: 3 clusters Score -3170416 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -3170971.250000 Penalty: 3231.614502
	Iteration 3F: 3 clusters Score -3170971 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -3171495.500000 Penalty: 3231.614502
	Iteration 4F: 3 clusters Score -3171496 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -3171967.500000 Penalty: 3231.614502
	Iteration 5F: 3 clusters Score -3171968 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3172350.000000 Penalty: 3231.614502
	Iteration 6Q: 3 clusters Score -3172350 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -3172638.500000 Penalty: 3231.614502
	Iteration 7Q: 3 clusters Score -3172638 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3172881.750000 Penalty: 3231.614502
	Iteration 8Q: 3 clusters Score -3172882 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -3173037.000000 Penalty: 3231.614502
	Iteration 9Q: 3 clusters Score -3173037 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -3173136.750000 Penalty: 3231.614502
	Iteration 10Q: 3 clusters Score -3173137 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -3173240.500000 Penalty: 3231.614502
	Iteration 11Q: 3 clusters Score -3173240 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -3173317.000000 Penalty: 3231.614502
	Iteration 12Q: 3 clusters Score -3173317 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3173405.250000 Penalty: 3231.614502
	Iteration 13Q: 3 clusters Score -3173405 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3173517.750000 Penalty: 3231.614502
	Iteration 14Q: 3 clusters Score -3173518 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3173695.000000 Penalty: 3231.614502
	Iteration 15Q: 3 clusters Score -3173695 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -3173896.250000 Penalty: 3231.614502
	Iteration 16Q: 3 clusters Score -3173896 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -3174163.000000 Penalty: 3231.614502
	Iteration 17Q: 3 clusters Score -3174163 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3174509.500000 Penalty: 3231.614502
	Iteration 18Q: 3 clusters Score -3174510 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3174934.500000 Penalty: 3231.614502
	Iteration 19Q: 3 clusters Score -3174934 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -3175403.250000 Penalty: 3231.614502
	Iteration 20F: 3 clusters Score -3175403 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -3175832.000000 Penalty: 3231.614502
	Iteration 21Q: 3 clusters Score -3175832 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -3176084.000000 Penalty: 3231.614502
	Iteration 22Q: 3 clusters Score -3176084 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -3176205.500000 Penalty: 3231.614502
	Iteration 23Q: 3 clusters Score -3176206 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -3176230.250000 Penalty: 3231.614502
	Iteration 24Q: 3 clusters Score -3176230 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -3176255.000000 Penalty: 3231.614502
	Iteration 25Q: 3 clusters Score -3176255 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -3176266.750000 Penalty: 3231.614502
	Iteration 26Q: 3 clusters Score -3176267 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -3176282.250000 Penalty: 3231.614502
	Iteration 27Q: 3 clusters Score -3176282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3176290.000000 Penalty: 3231.614502
	Iteration 28Q: 3 clusters Score -3176290 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -3176323.000000 Penalty: 3231.614502
	Iteration 29Q: 3 clusters Score -3176323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -3176326.250000 Penalty: 3231.614502
	Iteration 30Q: 3 clusters Score -3176326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -3176337.750000 Penalty: 3231.614502
	Iteration 31Q: 3 clusters Score -3176338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -3176345.000000 Penalty: 3231.614502
	Iteration 32Q: 3 clusters Score -3176345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -3176358.000000 Penalty: 3231.614502
	Iteration 33Q: 3 clusters Score -3176358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3176356.750000 Penalty: 3231.614502
	Iteration 34Q: 3 clusters Score -3176357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -3176354.750000 Penalty: 3231.614502
	Iteration 35Q: 3 clusters Score -3176355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3176357.750000 Penalty: 3231.614502
	Iteration 36Q: 3 clusters Score -3176358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3176357.750000 Penalty: 3231.614502
	Iteration 37F: 3 clusters Score -3176358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (9403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Entering Unmasked Estep 
Score: -1420754.000000 Penalty: 1486.677368
	Iteration 0F: 2 clusters Score -1420754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1413896.625000 Penalty: 2973.354736
	Iteration 0F: 3 clusters Score -1413897 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1416237.375000 Penalty: 2973.354736
	Iteration 1F: 3 clusters Score -1416237 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1416529.500000 Penalty: 2973.354736
	Iteration 2F: 3 clusters Score -1416530 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1416860.000000 Penalty: 2973.354736
	Iteration 3F: 3 clusters Score -1416860 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1417158.625000 Penalty: 2973.354736
	Iteration 4F: 3 clusters Score -1417159 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1417452.250000 Penalty: 2973.354736
	Iteration 5F: 3 clusters Score -1417452 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1417709.000000 Penalty: 2973.354736
	Iteration 6Q: 3 clusters Score -1417709 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1417950.250000 Penalty: 2973.354736
	Iteration 7Q: 3 clusters Score -1417950 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1418192.500000 Penalty: 2973.354736
	Iteration 8Q: 3 clusters Score -1418192 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1418449.375000 Penalty: 2973.354736
	Iteration 9Q: 3 clusters Score -1418449 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1418690.000000 Penalty: 2973.354736
	Iteration 10Q: 3 clusters Score -1418690 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1418887.500000 Penalty: 2973.354736
	Iteration 11Q: 3 clusters Score -1418888 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1419051.250000 Penalty: 2973.354736
	Iteration 12Q: 3 clusters Score -1419051 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1419157.000000 Penalty: 2973.354736
	Iteration 13Q: 3 clusters Score -1419157 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1419245.375000 Penalty: 2973.354736
	Iteration 14Q: 3 clusters Score -1419245 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1419309.625000 Penalty: 2973.354736
	Iteration 15Q: 3 clusters Score -1419310 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1419345.625000 Penalty: 2973.354736
	Iteration 16Q: 3 clusters Score -1419346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1419360.750000 Penalty: 2973.354736
	Iteration 17Q: 3 clusters Score -1419361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1419375.625000 Penalty: 2973.354736
	Iteration 18Q: 3 clusters Score -1419376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1419386.500000 Penalty: 2973.354736
	Iteration 19Q: 3 clusters Score -1419386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1419396.000000 Penalty: 2973.354736
	Iteration 20F: 3 clusters Score -1419396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1419403.125000 Penalty: 2973.354736
	Iteration 21Q: 3 clusters Score -1419403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1419406.000000 Penalty: 2973.354736
	Iteration 22Q: 3 clusters Score -1419406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1419411.625000 Penalty: 2973.354736
	Iteration 23Q: 3 clusters Score -1419412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1419411.875000 Penalty: 2973.354736
	Iteration 24Q: 3 clusters Score -1419412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1419424.000000 Penalty: 2973.354736
	Iteration 25Q: 3 clusters Score -1419424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1419429.125000 Penalty: 2973.354736
	Iteration 26Q: 3 clusters Score -1419429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1419438.625000 Penalty: 2973.354736
	Iteration 27Q: 3 clusters Score -1419439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1419450.125000 Penalty: 2973.354736
	Iteration 28Q: 3 clusters Score -1419450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1419465.375000 Penalty: 2973.354736
	Iteration 29Q: 3 clusters Score -1419465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1419473.750000 Penalty: 2973.354736
	Iteration 30Q: 3 clusters Score -1419474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1419475.875000 Penalty: 2973.354736
	Iteration 31Q: 3 clusters Score -1419476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1419476.875000 Penalty: 2973.354736
	Iteration 32Q: 3 clusters Score -1419477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1419479.000000 Penalty: 2973.354736
	Iteration 33Q: 3 clusters Score -1419479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1419479.125000 Penalty: 2973.354736
	Iteration 34Q: 3 clusters Score -1419479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1419478.500000 Penalty: 2973.354736
	Iteration 35Q: 3 clusters Score -1419478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1419478.625000 Penalty: 2973.354736
	Iteration 36Q: 3 clusters Score -1419479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1419478.625000 Penalty: 2973.354736
	Iteration 37F: 3 clusters Score -1419479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (19225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Entering Unmasked Estep 
Score: -2938150.750000 Penalty: 1602.894653
	Iteration 0F: 2 clusters Score -2938151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2926136.500000 Penalty: 3205.789307
	Iteration 0F: 3 clusters Score -2926136 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2930851.500000 Penalty: 3205.789307
	Iteration 1F: 3 clusters Score -2930852 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2931399.250000 Penalty: 3205.789307
	Iteration 2F: 3 clusters Score -2931399 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2931942.750000 Penalty: 3205.789307
	Iteration 3F: 3 clusters Score -2931943 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2932469.000000 Penalty: 3205.789307
	Iteration 4F: 3 clusters Score -2932469 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2933004.750000 Penalty: 3205.789307
	Iteration 5F: 3 clusters Score -2933005 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2933444.250000 Penalty: 3205.789307
	Iteration 6F: 3 clusters Score -2933444 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2933843.750000 Penalty: 3205.789307
	Iteration 7Q: 3 clusters Score -2933844 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2934164.250000 Penalty: 3205.789307
	Iteration 8Q: 3 clusters Score -2934164 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2934457.750000 Penalty: 3205.789307
	Iteration 9Q: 3 clusters Score -2934458 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2934700.500000 Penalty: 3205.789307
	Iteration 10Q: 3 clusters Score -2934700 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2934953.750000 Penalty: 3205.789307
	Iteration 11Q: 3 clusters Score -2934954 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2935198.750000 Penalty: 3205.789307
	Iteration 12Q: 3 clusters Score -2935199 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2935471.500000 Penalty: 3205.789307
	Iteration 13Q: 3 clusters Score -2935472 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2935737.250000 Penalty: 3205.789307
	Iteration 14Q: 3 clusters Score -2935737 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2935993.250000 Penalty: 3205.789307
	Iteration 15Q: 3 clusters Score -2935993 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2936227.750000 Penalty: 3205.789307
	Iteration 16Q: 3 clusters Score -2936228 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2936412.750000 Penalty: 3205.789307
	Iteration 17Q: 3 clusters Score -2936413 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2936570.750000 Penalty: 3205.789307
	Iteration 18Q: 3 clusters Score -2936571 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2936658.750000 Penalty: 3205.789307
	Iteration 19Q: 3 clusters Score -2936659 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2936721.250000 Penalty: 3205.789307
	Iteration 20F: 3 clusters Score -2936721 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2936763.750000 Penalty: 3205.789307
	Iteration 21Q: 3 clusters Score -2936764 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2936809.750000 Penalty: 3205.789307
	Iteration 22Q: 3 clusters Score -2936810 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2936863.750000 Penalty: 3205.789307
	Iteration 23Q: 3 clusters Score -2936864 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2936901.500000 Penalty: 3205.789307
	Iteration 24Q: 3 clusters Score -2936902 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2936928.750000 Penalty: 3205.789307
	Iteration 25Q: 3 clusters Score -2936929 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2936960.500000 Penalty: 3205.789307
	Iteration 26Q: 3 clusters Score -2936960 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2936989.500000 Penalty: 3205.789307
	Iteration 27Q: 3 clusters Score -2936990 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2937008.750000 Penalty: 3205.789307
	Iteration 28Q: 3 clusters Score -2937009 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2937019.500000 Penalty: 3205.789307
	Iteration 29Q: 3 clusters Score -2937020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2937040.250000 Penalty: 3205.789307
	Iteration 30Q: 3 clusters Score -2937040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2937047.250000 Penalty: 3205.789307
	Iteration 31Q: 3 clusters Score -2937047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2937059.750000 Penalty: 3205.789307
	Iteration 32Q: 3 clusters Score -2937060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2937064.000000 Penalty: 3205.789307
	Iteration 33Q: 3 clusters Score -2937064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2937074.750000 Penalty: 3205.789307
	Iteration 34Q: 3 clusters Score -2937075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2937080.500000 Penalty: 3205.789307
	Iteration 35Q: 3 clusters Score -2937080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2937083.000000 Penalty: 3205.789307
	Iteration 36Q: 3 clusters Score -2937083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2937090.000000 Penalty: 3205.789307
	Iteration 37Q: 3 clusters Score -2937090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2937096.500000 Penalty: 3205.789307
	Iteration 38Q: 3 clusters Score -2937096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2937098.750000 Penalty: 3205.789307
	Iteration 39Q: 3 clusters Score -2937099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2937103.250000 Penalty: 3205.789307
	Iteration 40F: 3 clusters Score -2937103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2937111.500000 Penalty: 3205.789307
	Iteration 41Q: 3 clusters Score -2937112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2937112.250000 Penalty: 3205.789307
	Iteration 42Q: 3 clusters Score -2937112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2937126.500000 Penalty: 3205.789307
	Iteration 43Q: 3 clusters Score -2937126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2937136.500000 Penalty: 3205.789307
	Iteration 44Q: 3 clusters Score -2937136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2937151.250000 Penalty: 3205.789307
	Iteration 45Q: 3 clusters Score -2937151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2937163.500000 Penalty: 3205.789307
	Iteration 46Q: 3 clusters Score -2937164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2937173.000000 Penalty: 3205.789307
	Iteration 47Q: 3 clusters Score -2937173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2937185.750000 Penalty: 3205.789307
	Iteration 48Q: 3 clusters Score -2937186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2937191.750000 Penalty: 3205.789307
	Iteration 49Q: 3 clusters Score -2937192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2937204.000000 Penalty: 3205.789307
	Iteration 50Q: 3 clusters Score -2937204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2937207.500000 Penalty: 3205.789307
	Iteration 51Q: 3 clusters Score -2937208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2937206.000000 Penalty: 3205.789307
	Iteration 52Q: 3 clusters Score -2937206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2937208.000000 Penalty: 3205.789307
	Iteration 53Q: 3 clusters Score -2937208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2937208.250000 Penalty: 3205.789307
	Iteration 54Q: 3 clusters Score -2937208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2937208.500000 Penalty: 3205.789307
	Iteration 55Q: 3 clusters Score -2937208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2937208.500000 Penalty: 3205.789307
	Iteration 56Q: 3 clusters Score -2937208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2937208.500000 Penalty: 3205.789307
	Iteration 57F: 3 clusters Score -2937208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Entering Unmasked Estep 
Score: -163818.968750 Penalty: 1171.397583
	Iteration 0F: 2 clusters Score -163819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -162147.390625 Penalty: 2342.795166
	Iteration 0F: 3 clusters Score -162147.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -162543.578125 Penalty: 2342.795166
	Iteration 1F: 3 clusters Score -162543.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -162686.140625 Penalty: 2342.795166
	Iteration 2F: 3 clusters Score -162686.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -162768.843750 Penalty: 2342.795166
	Iteration 3Q: 3 clusters Score -162768.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -162825.718750 Penalty: 2342.795166
	Iteration 4Q: 3 clusters Score -162825.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -162851.125000 Penalty: 2342.795166
	Iteration 5Q: 3 clusters Score -162851.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -162868.125000 Penalty: 2342.795166
	Iteration 6Q: 3 clusters Score -162868.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -162887.671875 Penalty: 2342.795166
	Iteration 7Q: 3 clusters Score -162887.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -162901.125000 Penalty: 2342.795166
	Iteration 8Q: 3 clusters Score -162901.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -162912.921875 Penalty: 2342.795166
	Iteration 9Q: 3 clusters Score -162912.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -162925.390625 Penalty: 2342.795166
	Iteration 10Q: 3 clusters Score -162925.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -162939.625000 Penalty: 2342.795166
	Iteration 11Q: 3 clusters Score -162939.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -162951.125000 Penalty: 2342.795166
	Iteration 12Q: 3 clusters Score -162951.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -162955.656250 Penalty: 2342.795166
	Iteration 13Q: 3 clusters Score -162955.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -162958.093750 Penalty: 2342.795166
	Iteration 14Q: 3 clusters Score -162958.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -162959.312500 Penalty: 2342.795166
	Iteration 15Q: 3 clusters Score -162959.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -162960.250000 Penalty: 2342.795166
	Iteration 16Q: 3 clusters Score -162960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -162961.968750 Penalty: 2342.795166
	Iteration 17Q: 3 clusters Score -162962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -162963.187500 Penalty: 2342.795166
	Iteration 18Q: 3 clusters Score -162963.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -162963.187500 Penalty: 2342.795166
	Iteration 19F: 3 clusters Score -162963.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -307839.187500 Penalty: 1250.042603
	Iteration 0F: 2 clusters Score -307839.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -305616.250000 Penalty: 2500.085205
	Iteration 0F: 3 clusters Score -305616.2 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -306159.218750 Penalty: 2500.085205
	Iteration 1F: 3 clusters Score -306159.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -306295.468750 Penalty: 2500.085205
	Iteration 2F: 3 clusters Score -306295.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -306370.812500 Penalty: 2500.085205
	Iteration 3Q: 3 clusters Score -306370.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -306413.468750 Penalty: 2500.085205
	Iteration 4Q: 3 clusters Score -306413.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -306446.343750 Penalty: 2500.085205
	Iteration 5Q: 3 clusters Score -306446.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -306466.562500 Penalty: 2500.085205
	Iteration 6Q: 3 clusters Score -306466.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -306480.375000 Penalty: 2500.085205
	Iteration 7Q: 3 clusters Score -306480.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -306488.781250 Penalty: 2500.085205
	Iteration 8Q: 3 clusters Score -306488.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -306496.375000 Penalty: 2500.085205
	Iteration 9Q: 3 clusters Score -306496.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -306501.531250 Penalty: 2500.085205
	Iteration 10Q: 3 clusters Score -306501.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -306502.812500 Penalty: 2500.085205
	Iteration 11Q: 3 clusters Score -306502.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -306504.406250 Penalty: 2500.085205
	Iteration 12Q: 3 clusters Score -306504.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -306507.000000 Penalty: 2500.085205
	Iteration 13Q: 3 clusters Score -306507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -306509.093750 Penalty: 2500.085205
	Iteration 14Q: 3 clusters Score -306509.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -306510.500000 Penalty: 2500.085205
	Iteration 15Q: 3 clusters Score -306510.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -306511.812500 Penalty: 2500.085205
	Iteration 16Q: 3 clusters Score -306511.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -306511.812500 Penalty: 2500.085205
	Iteration 17F: 3 clusters Score -306511.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -141776.171875 Penalty: 1142.082764
	Iteration 0F: 2 clusters Score -141776.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -140266.890625 Penalty: 2284.165527
	Iteration 0F: 3 clusters Score -140266.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -140689.906250 Penalty: 2284.165527
	Iteration 1F: 3 clusters Score -140689.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -140831.718750 Penalty: 2284.165527
	Iteration 2F: 3 clusters Score -140831.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -140925.875000 Penalty: 2284.165527
	Iteration 3F: 3 clusters Score -140925.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -140993.640625 Penalty: 2284.165527
	Iteration 4Q: 3 clusters Score -140993.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -141034.906250 Penalty: 2284.165527
	Iteration 5Q: 3 clusters Score -141034.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -141073.750000 Penalty: 2284.165527
	Iteration 6Q: 3 clusters Score -141073.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -141100.390625 Penalty: 2284.165527
	Iteration 7Q: 3 clusters Score -141100.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -141121.031250 Penalty: 2284.165527
	Iteration 8Q: 3 clusters Score -141121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -141138.968750 Penalty: 2284.165527
	Iteration 9Q: 3 clusters Score -141139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -141153.375000 Penalty: 2284.165527
	Iteration 10Q: 3 clusters Score -141153.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -141167.593750 Penalty: 2284.165527
	Iteration 11Q: 3 clusters Score -141167.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -141181.000000 Penalty: 2284.165527
	Iteration 12Q: 3 clusters Score -141181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -141188.562500 Penalty: 2284.165527
	Iteration 13Q: 3 clusters Score -141188.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -141191.921875 Penalty: 2284.165527
	Iteration 14Q: 3 clusters Score -141191.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -141198.765625 Penalty: 2284.165527
	Iteration 15Q: 3 clusters Score -141198.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -141203.390625 Penalty: 2284.165527
	Iteration 16Q: 3 clusters Score -141203.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -141208.078125 Penalty: 2284.165527
	Iteration 17Q: 3 clusters Score -141208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -141211.406250 Penalty: 2284.165527
	Iteration 18Q: 3 clusters Score -141211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -141213.312500 Penalty: 2284.165527
	Iteration 19Q: 3 clusters Score -141213.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -141216.375000 Penalty: 2284.165527
	Iteration 20F: 3 clusters Score -141216.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -141221.765625 Penalty: 2284.165527
	Iteration 21Q: 3 clusters Score -141221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -141222.890625 Penalty: 2284.165527
	Iteration 22Q: 3 clusters Score -141222.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -141225.796875 Penalty: 2284.165527
	Iteration 23Q: 3 clusters Score -141225.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -141227.765625 Penalty: 2284.165527
	Iteration 24Q: 3 clusters Score -141227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -141230.125000 Penalty: 2284.165527
	Iteration 25Q: 3 clusters Score -141230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -141231.125000 Penalty: 2284.165527
	Iteration 26Q: 3 clusters Score -141231.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -141232.343750 Penalty: 2284.165527
	Iteration 27Q: 3 clusters Score -141232.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -141234.046875 Penalty: 2284.165527
	Iteration 28Q: 3 clusters Score -141234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -141234.531250 Penalty: 2284.165527
	Iteration 29Q: 3 clusters Score -141234.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -141234.531250 Penalty: 2284.165527
	Iteration 30F: 3 clusters Score -141234.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (22621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Entering Unmasked Estep 
Score: -3459040.500000 Penalty: 1629.328003
	Iteration 0F: 2 clusters Score -3459040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -3444924.000000 Penalty: 3258.656006
	Iteration 0F: 3 clusters Score -3444924 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -3450538.500000 Penalty: 3258.656006
	Iteration 1F: 3 clusters Score -3450538 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -3451022.750000 Penalty: 3258.656006
	Iteration 2F: 3 clusters Score -3451023 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -3451546.500000 Penalty: 3258.656006
	Iteration 3F: 3 clusters Score -3451546 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -3452116.500000 Penalty: 3258.656006
	Iteration 4F: 3 clusters Score -3452116 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -3452807.000000 Penalty: 3258.656006
	Iteration 5F: 3 clusters Score -3452807 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3453661.250000 Penalty: 3258.656006
	Iteration 6F: 3 clusters Score -3453661 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -3454641.250000 Penalty: 3258.656006
	Iteration 7F: 3 clusters Score -3454641 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -3455652.500000 Penalty: 3258.656006
	Iteration 8F: 3 clusters Score -3455652 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3456479.000000 Penalty: 3258.656006
	Iteration 9Q: 3 clusters Score -3456479 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3457036.250000 Penalty: 3258.656006
	Iteration 10Q: 3 clusters Score -3457036 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3457361.000000 Penalty: 3258.656006
	Iteration 11Q: 3 clusters Score -3457361 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3457534.500000 Penalty: 3258.656006
	Iteration 12Q: 3 clusters Score -3457534 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3457614.750000 Penalty: 3258.656006
	Iteration 13Q: 3 clusters Score -3457615 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3457649.250000 Penalty: 3258.656006
	Iteration 14Q: 3 clusters Score -3457649 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3457684.500000 Penalty: 3258.656006
	Iteration 15Q: 3 clusters Score -3457684 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3457717.000000 Penalty: 3258.656006
	Iteration 16Q: 3 clusters Score -3457717 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3457758.250000 Penalty: 3258.656006
	Iteration 17Q: 3 clusters Score -3457758 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3457775.250000 Penalty: 3258.656006
	Iteration 18Q: 3 clusters Score -3457775 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3457782.250000 Penalty: 3258.656006
	Iteration 19Q: 3 clusters Score -3457782 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3457795.250000 Penalty: 3258.656006
	Iteration 20F: 3 clusters Score -3457795 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3457808.500000 Penalty: 3258.656006
	Iteration 21Q: 3 clusters Score -3457808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3457819.750000 Penalty: 3258.656006
	Iteration 22Q: 3 clusters Score -3457820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3457818.500000 Penalty: 3258.656006
	Iteration 23Q: 3 clusters Score -3457818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3457826.250000 Penalty: 3258.656006
	Iteration 24Q: 3 clusters Score -3457826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3457833.000000 Penalty: 3258.656006
	Iteration 25Q: 3 clusters Score -3457833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3457829.750000 Penalty: 3258.656006
	Iteration 26Q: 3 clusters Score -3457830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3457838.250000 Penalty: 3258.656006
	Iteration 27Q: 3 clusters Score -3457838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3457855.500000 Penalty: 3258.656006
	Iteration 28Q: 3 clusters Score -3457856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3457852.750000 Penalty: 3258.656006
	Iteration 29Q: 3 clusters Score -3457853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3457856.750000 Penalty: 3258.656006
	Iteration 30Q: 3 clusters Score -3457857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3457863.000000 Penalty: 3258.656006
	Iteration 31Q: 3 clusters Score -3457863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3457857.250000 Penalty: 3258.656006
	Iteration 32Q: 3 clusters Score -3457857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3457862.000000 Penalty: 3258.656006
	Iteration 33Q: 3 clusters Score -3457862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3457870.750000 Penalty: 3258.656006
	Iteration 34Q: 3 clusters Score -3457871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3457870.750000 Penalty: 3258.656006
	Iteration 35Q: 3 clusters Score -3457871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3457866.750000 Penalty: 3258.656006
	Iteration 36Q: 3 clusters Score -3457867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3457874.000000 Penalty: 3258.656006
	Iteration 37Q: 3 clusters Score -3457874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3457871.250000 Penalty: 3258.656006
	Iteration 38Q: 3 clusters Score -3457871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3457874.750000 Penalty: 3258.656006
	Iteration 39Q: 3 clusters Score -3457875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3457872.250000 Penalty: 3258.656006
	Iteration 40F: 3 clusters Score -3457872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3457871.750000 Penalty: 3258.656006
	Iteration 41Q: 3 clusters Score -3457872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3457871.750000 Penalty: 3258.656006
	Iteration 42Q: 3 clusters Score -3457872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3457875.500000 Penalty: 3258.656006
	Iteration 43Q: 3 clusters Score -3457876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3457875.500000 Penalty: 3258.656006
	Iteration 44Q: 3 clusters Score -3457876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3457875.500000 Penalty: 3258.656006
	Iteration 45F: 3 clusters Score -3457876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (7830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Entering Unmasked Estep 
Score: -1186213.375000 Penalty: 1456.929077
	Iteration 0F: 2 clusters Score -1186213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1180491.125000 Penalty: 2913.858154
	Iteration 0F: 3 clusters Score -1180491 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1182287.000000 Penalty: 2913.858154
	Iteration 1F: 3 clusters Score -1182287 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1182548.125000 Penalty: 2913.858154
	Iteration 2F: 3 clusters Score -1182548 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1182742.250000 Penalty: 2913.858154
	Iteration 3F: 3 clusters Score -1182742 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1182888.000000 Penalty: 2913.858154
	Iteration 4Q: 3 clusters Score -1182888 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1183014.375000 Penalty: 2913.858154
	Iteration 5Q: 3 clusters Score -1183014 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1183117.375000 Penalty: 2913.858154
	Iteration 6Q: 3 clusters Score -1183117 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1183219.625000 Penalty: 2913.858154
	Iteration 7Q: 3 clusters Score -1183220 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1183338.000000 Penalty: 2913.858154
	Iteration 8Q: 3 clusters Score -1183338 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1183485.625000 Penalty: 2913.858154
	Iteration 9Q: 3 clusters Score -1183486 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1183665.875000 Penalty: 2913.858154
	Iteration 10Q: 3 clusters Score -1183666 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1183873.375000 Penalty: 2913.858154
	Iteration 11Q: 3 clusters Score -1183873 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1184112.875000 Penalty: 2913.858154
	Iteration 12Q: 3 clusters Score -1184113 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1184364.500000 Penalty: 2913.858154
	Iteration 13Q: 3 clusters Score -1184364 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1184583.750000 Penalty: 2913.858154
	Iteration 14Q: 3 clusters Score -1184584 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1184719.875000 Penalty: 2913.858154
	Iteration 15Q: 3 clusters Score -1184720 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1184798.250000 Penalty: 2913.858154
	Iteration 16Q: 3 clusters Score -1184798 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1184846.500000 Penalty: 2913.858154
	Iteration 17Q: 3 clusters Score -1184846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1184875.375000 Penalty: 2913.858154
	Iteration 18Q: 3 clusters Score -1184875 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1184903.250000 Penalty: 2913.858154
	Iteration 19Q: 3 clusters Score -1184903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1184927.000000 Penalty: 2913.858154
	Iteration 20F: 3 clusters Score -1184927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1184943.375000 Penalty: 2913.858154
	Iteration 21Q: 3 clusters Score -1184943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1184957.500000 Penalty: 2913.858154
	Iteration 22Q: 3 clusters Score -1184958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1184963.375000 Penalty: 2913.858154
	Iteration 23Q: 3 clusters Score -1184963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1184965.750000 Penalty: 2913.858154
	Iteration 24Q: 3 clusters Score -1184966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1184968.625000 Penalty: 2913.858154
	Iteration 25Q: 3 clusters Score -1184969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1184971.625000 Penalty: 2913.858154
	Iteration 26Q: 3 clusters Score -1184972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1184978.625000 Penalty: 2913.858154
	Iteration 27Q: 3 clusters Score -1184979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1184986.875000 Penalty: 2913.858154
	Iteration 28Q: 3 clusters Score -1184987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1184997.375000 Penalty: 2913.858154
	Iteration 29Q: 3 clusters Score -1184997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1185001.125000 Penalty: 2913.858154
	Iteration 30Q: 3 clusters Score -1185001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1185003.250000 Penalty: 2913.858154
	Iteration 31Q: 3 clusters Score -1185003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1185003.250000 Penalty: 2913.858154
	Iteration 32F: 3 clusters Score -1185003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13930 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19709 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19676 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19733 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15567 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4912 members 
Mstep: Class 49 contains 14577 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18982 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3400 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15307 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16633 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15484 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23098 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6891 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6859 members 
Mstep: Class 79 contains 20815 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19225 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942816.000000 Penalty: 183801.937500
Iteration 239Q: 86 clusters Score -8.594282e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13929 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2323 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19696 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19667 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19739 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15564 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6769 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4933 members 
Mstep: Class 49 contains 14576 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18991 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3400 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15296 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16633 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15496 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23092 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6891 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6859 members 
Mstep: Class 79 contains 20809 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19224 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942864.000000 Penalty: 183801.937500
Iteration 240F: 86 clusters Score -8.594286e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13937 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2323 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19689 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19658 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19740 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15555 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6769 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4948 members 
Mstep: Class 49 contains 14576 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18990 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3400 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15281 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16634 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15518 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23090 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6891 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6859 members 
Mstep: Class 79 contains 20801 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19228 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942936.000000 Penalty: 183801.937500
Iteration 241Q: 86 clusters Score -8.594294e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13944 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2323 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19679 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19660 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19742 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15541 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6771 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4966 members 
Mstep: Class 49 contains 14576 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18988 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3401 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15273 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16634 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15532 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23089 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6891 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6858 members 
Mstep: Class 79 contains 20797 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19222 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2192 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943000.000000 Penalty: 183801.937500
Iteration 242Q: 86 clusters Score -8.5943e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13950 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2323 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19674 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19655 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19747 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1940 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15532 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6769 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 4982 members 
Mstep: Class 49 contains 14575 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18996 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3401 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15264 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16633 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15542 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23090 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6891 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6854 members 
Mstep: Class 79 contains 20791 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19216 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2193 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943040.000000 Penalty: 183801.937500
Iteration 243Q: 86 clusters Score -8.594304e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13953 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19659 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19748 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1940 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15520 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3439 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6143 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5003 members 
Mstep: Class 49 contains 14575 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 19003 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7729 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3401 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15255 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16633 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15549 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23092 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6891 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6851 members 
Mstep: Class 79 contains 20782 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19206 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2193 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942992.000000 Penalty: 183801.937500
Iteration 244Q: 86 clusters Score -8.594299e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13956 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19663 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19663 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19748 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1940 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15508 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6769 members 
Mstep: Class 42 contains 3437 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6145 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5029 members 
Mstep: Class 49 contains 14575 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 19013 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7729 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3401 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15251 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16634 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15554 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23095 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6891 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6845 members 
Mstep: Class 79 contains 20776 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19190 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2193 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943072.000000 Penalty: 183801.937500
Iteration 245Q: 86 clusters Score -8.594307e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12583 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19648 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19667 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19748 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1940 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15501 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6770 members 
Mstep: Class 42 contains 3437 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6147 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5052 members 
Mstep: Class 49 contains 14575 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 19021 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3402 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15244 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16634 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15561 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23097 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6891 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6841 members 
Mstep: Class 79 contains 20771 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19175 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2193 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943040.000000 Penalty: 183801.937500
Iteration 246Q: 86 clusters Score -8.594304e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13975 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12584 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19625 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19675 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 19750 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15501 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6766 members 
Mstep: Class 42 contains 3437 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6147 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5081 members 
Mstep: Class 49 contains 14574 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 19017 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3401 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15240 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16634 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15569 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23099 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6892 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6838 members 
Mstep: Class 79 contains 20752 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19166 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2193 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943216.000000 Penalty: 183801.937500
Iteration 247Q: 86 clusters Score -8.594322e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7191 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13983 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12584 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19602 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19683 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19753 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15495 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6765 members 
Mstep: Class 42 contains 3437 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6150 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5105 members 
Mstep: Class 49 contains 14574 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 19012 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15231 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16634 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15581 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23098 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6892 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6833 members 
Mstep: Class 79 contains 20752 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19157 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943232.000000 Penalty: 183801.937500
Iteration 248Q: 86 clusters Score -8.594323e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7190 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13990 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12584 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19593 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19689 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18784 members 
Mstep: Class 31 contains 19756 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15479 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6765 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6153 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5119 members 
Mstep: Class 49 contains 14574 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 19016 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15225 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16634 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15589 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23095 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6894 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6830 members 
Mstep: Class 79 contains 20755 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19143 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943224.000000 Penalty: 183801.937500
Iteration 249Q: 86 clusters Score -8.594322e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7189 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13993 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12584 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19582 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19695 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18783 members 
Mstep: Class 31 contains 19756 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15458 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6157 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5131 members 
Mstep: Class 49 contains 14573 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 19012 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15218 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16634 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15600 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23099 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6898 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6823 members 
Mstep: Class 79 contains 20764 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19135 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943152.000000 Penalty: 183801.937500
Iteration 250Q: 86 clusters Score -8.594315e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7189 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 13997 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12584 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19574 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19697 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19757 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15437 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6770 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2589 members 
Mstep: Class 46 contains 6162 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5147 members 
Mstep: Class 49 contains 14573 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 19010 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15212 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16634 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15616 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23102 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6899 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6815 members 
Mstep: Class 79 contains 20767 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19125 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943216.000000 Penalty: 183801.937500
Iteration 251Q: 86 clusters Score -8.594322e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7189 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14002 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12584 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19580 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19699 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8304 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19758 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15421 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6769 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6166 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5153 members 
Mstep: Class 49 contains 14573 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 19008 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15202 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16634 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15633 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23107 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6898 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6805 members 
Mstep: Class 79 contains 20765 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19115 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943160.000000 Penalty: 183801.937500
Iteration 252Q: 86 clusters Score -8.594316e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7189 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14006 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12584 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19567 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19708 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8304 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19761 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15405 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6766 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6171 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5165 members 
Mstep: Class 49 contains 14572 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 19003 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15197 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16634 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15646 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23111 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6899 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6794 members 
Mstep: Class 79 contains 20778 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19103 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943176.000000 Penalty: 183801.937500
Iteration 253Q: 86 clusters Score -8.594318e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 7189 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14007 members 
Mstep: Class 9 contains 16203 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12584 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19549 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19710 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19764 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15393 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6763 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6175 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5166 members 
Mstep: Class 49 contains 14572 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 19000 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15190 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16634 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15658 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23116 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6901 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6782 members 
Mstep: Class 79 contains 20809 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19097 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943112.000000 Penalty: 183801.937500
Iteration 254Q: 86 clusters Score -8.594311e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7189 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14016 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12585 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19519 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19710 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19766 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15386 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6762 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6177 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5181 members 
Mstep: Class 49 contains 14573 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18998 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15177 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16634 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15670 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23122 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6902 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6770 members 
Mstep: Class 79 contains 20821 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19100 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943176.000000 Penalty: 183801.937500
Iteration 255Q: 86 clusters Score -8.594318e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7189 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12587 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19501 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19710 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19767 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15380 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6760 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6180 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5198 members 
Mstep: Class 49 contains 14574 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18991 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15170 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16635 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15677 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23124 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6902 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6760 members 
Mstep: Class 79 contains 20826 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19107 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943120.000000 Penalty: 183801.937500
Iteration 256Q: 86 clusters Score -8.594312e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7189 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14028 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12588 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19476 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19707 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19766 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1942 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15374 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6761 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6181 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5214 members 
Mstep: Class 49 contains 14575 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18994 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15169 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16636 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15687 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23129 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6902 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6751 members 
Mstep: Class 79 contains 20830 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19099 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943048.000000 Penalty: 183801.937500
Iteration 257Q: 86 clusters Score -8.594305e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7189 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14041 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12589 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19470 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19702 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6749 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19768 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1942 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15369 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6761 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6184 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5230 members 
Mstep: Class 49 contains 14575 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18994 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15165 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16636 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15700 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23134 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6901 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6740 members 
Mstep: Class 79 contains 20814 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19097 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943040.000000 Penalty: 183801.937500
Iteration 258Q: 86 clusters Score -8.594304e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7190 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14054 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12589 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19475 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19691 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8304 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19768 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15364 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6761 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6188 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5245 members 
Mstep: Class 49 contains 14577 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18992 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15160 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16636 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15714 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23139 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6904 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6729 members 
Mstep: Class 79 contains 20780 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19101 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943096.000000 Penalty: 183801.937500
Iteration 259Q: 86 clusters Score -8.59431e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7190 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14056 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12589 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19479 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19682 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19769 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15358 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6759 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6189 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5259 members 
Mstep: Class 49 contains 14577 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18990 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15156 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16636 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15727 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23142 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6907 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6724 members 
Mstep: Class 79 contains 20765 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19103 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943104.000000 Penalty: 183801.937500
Iteration 260F: 86 clusters Score -8.59431e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7189 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14070 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12589 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19491 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19676 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19769 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15350 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6761 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6188 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5275 members 
Mstep: Class 49 contains 14577 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18989 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15152 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16636 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15733 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23148 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6908 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6719 members 
Mstep: Class 79 contains 20730 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19106 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943128.000000 Penalty: 183801.937500
Iteration 261Q: 86 clusters Score -8.594313e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7188 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14085 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12589 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19494 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19674 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8304 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19770 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15341 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6762 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6190 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5285 members 
Mstep: Class 49 contains 14577 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18990 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7730 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15149 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16636 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15736 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23153 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6906 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6711 members 
Mstep: Class 79 contains 20712 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19107 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943232.000000 Penalty: 183801.937500
Iteration 262Q: 86 clusters Score -8.594323e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7188 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14090 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12589 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19502 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19670 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19771 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15329 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6763 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6194 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5293 members 
Mstep: Class 49 contains 14575 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18992 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7729 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15149 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16636 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15738 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23156 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6908 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6705 members 
Mstep: Class 79 contains 20702 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19108 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943248.000000 Penalty: 183801.937500
Iteration 263Q: 86 clusters Score -8.594325e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7188 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14100 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19491 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19668 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18781 members 
Mstep: Class 31 contains 19772 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15326 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6762 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6197 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5302 members 
Mstep: Class 49 contains 14574 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18993 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7729 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15151 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16636 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15737 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23162 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6910 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6696 members 
Mstep: Class 79 contains 20697 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19107 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943280.000000 Penalty: 183801.937500
Iteration 264Q: 86 clusters Score -8.594328e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7188 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14110 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19492 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19668 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18781 members 
Mstep: Class 31 contains 19774 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15312 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6762 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6201 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5305 members 
Mstep: Class 49 contains 14573 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18993 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7729 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15152 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16636 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15737 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23168 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6914 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6686 members 
Mstep: Class 79 contains 20689 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19107 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943224.000000 Penalty: 183801.937500
Iteration 265Q: 86 clusters Score -8.594322e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7188 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14120 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19479 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19671 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8304 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19777 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15310 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6765 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6202 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5311 members 
Mstep: Class 49 contains 14573 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18990 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7729 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15153 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16636 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15734 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23174 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6915 members 
Mstep: Class 76 contains 9987 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6676 members 
Mstep: Class 79 contains 20681 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19109 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943128.000000 Penalty: 183801.937500
Iteration 266Q: 86 clusters Score -8.594313e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7188 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14132 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19489 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19675 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8304 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19782 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15301 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6766 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6200 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5329 members 
Mstep: Class 49 contains 14573 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18986 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7729 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15153 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16636 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15732 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23172 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6917 members 
Mstep: Class 76 contains 9987 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6674 members 
Mstep: Class 79 contains 20647 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19110 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943256.000000 Penalty: 183801.937500
Iteration 267Q: 86 clusters Score -8.594326e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7188 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14138 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12591 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19503 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19673 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8306 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19784 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15291 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6763 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6200 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5335 members 
Mstep: Class 49 contains 14572 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18985 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7728 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15154 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16636 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15734 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23172 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6916 members 
Mstep: Class 76 contains 9987 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6672 members 
Mstep: Class 79 contains 20633 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19113 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943248.000000 Penalty: 183801.937500
Iteration 268Q: 86 clusters Score -8.594325e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14141 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12591 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19493 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19669 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8306 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19786 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15286 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6763 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6200 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5342 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18983 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7728 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15155 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16636 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15739 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23174 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6916 members 
Mstep: Class 76 contains 9987 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6669 members 
Mstep: Class 79 contains 20638 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19116 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943184.000000 Penalty: 183801.937500
Iteration 269Q: 86 clusters Score -8.594318e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14143 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12591 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19487 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19665 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8306 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19786 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15280 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6762 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6200 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5352 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18982 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7728 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15156 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16635 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15746 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23178 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6917 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6666 members 
Mstep: Class 79 contains 20641 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19114 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943176.000000 Penalty: 183801.937500
Iteration 270Q: 86 clusters Score -8.594318e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14147 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12591 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19496 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19663 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8306 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19783 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15275 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6763 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6201 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5362 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18979 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7728 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15157 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16636 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15750 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23178 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6918 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6665 members 
Mstep: Class 79 contains 20620 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19115 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943248.000000 Penalty: 183801.937500
Iteration 271Q: 86 clusters Score -8.594325e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14152 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12591 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19505 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19656 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19784 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15275 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6765 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6202 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5363 members 
Mstep: Class 49 contains 14572 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18980 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15157 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16637 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15758 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23176 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6916 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6663 members 
Mstep: Class 79 contains 20606 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19115 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943240.000000 Penalty: 183801.937500
Iteration 272Q: 86 clusters Score -8.594324e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14154 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12591 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19514 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19656 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8304 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19783 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1942 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15276 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6767 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6204 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5370 members 
Mstep: Class 49 contains 14572 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18980 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15158 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16640 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15759 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23175 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6915 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6660 members 
Mstep: Class 79 contains 20590 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19113 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943248.000000 Penalty: 183801.937500
Iteration 273Q: 86 clusters Score -8.594325e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14158 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12591 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19523 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19656 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8304 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19785 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1942 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15276 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6766 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6206 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5374 members 
Mstep: Class 49 contains 14572 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18981 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15157 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16641 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15760 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23172 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6918 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6658 members 
Mstep: Class 79 contains 20571 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19111 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943280.000000 Penalty: 183801.937500
Iteration 274Q: 86 clusters Score -8.594328e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14162 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12591 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19536 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19659 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19786 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1942 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15262 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6207 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5375 members 
Mstep: Class 49 contains 14572 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18978 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15156 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16642 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15760 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23171 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6920 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6657 members 
Mstep: Class 79 contains 20562 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19109 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943352.000000 Penalty: 183801.937500
Iteration 275Q: 86 clusters Score -8.594335e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14161 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19552 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19662 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19789 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1942 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15254 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6767 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5382 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18978 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15156 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16643 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15760 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23170 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6924 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6654 members 
Mstep: Class 79 contains 20544 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19104 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943352.000000 Penalty: 183801.937500
Iteration 276Q: 86 clusters Score -8.594335e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14162 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19557 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19665 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19792 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1942 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15252 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6765 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5384 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18977 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15154 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16645 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15760 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23167 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6925 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6653 members 
Mstep: Class 79 contains 20539 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19099 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943368.000000 Penalty: 183801.937500
Iteration 277Q: 86 clusters Score -8.594337e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14166 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19569 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19665 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8304 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19796 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15250 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6764 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5386 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18970 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15152 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16646 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15762 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23161 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6924 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6653 members 
Mstep: Class 79 contains 20524 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19101 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943368.000000 Penalty: 183801.937500
Iteration 278Q: 86 clusters Score -8.594337e+07 nChanged 75
Entering ConstructFrom: 
Score: -85943368.000000 Penalty: 183801.937500
Entering ConstructFrom: 
Trying to split cluster 1 (3585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Entering Unmasked Estep 
Score: -487807.406250 Penalty: 1329.983521
	Iteration 0F: 2 clusters Score -487807.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -484739.781250 Penalty: 2659.967041
	Iteration 0F: 3 clusters Score -484739.8 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -485703.593750 Penalty: 2659.967041
	Iteration 1F: 3 clusters Score -485703.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -486056.312500 Penalty: 2659.967041
	Iteration 2F: 3 clusters Score -486056.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -486449.156250 Penalty: 2659.967041
	Iteration 3F: 3 clusters Score -486449.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -486762.375000 Penalty: 2659.967041
	Iteration 4F: 3 clusters Score -486762.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -486946.000000 Penalty: 2659.967041
	Iteration 5F: 3 clusters Score -486946 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -487071.687500 Penalty: 2659.967041
	Iteration 6Q: 3 clusters Score -487071.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -487148.500000 Penalty: 2659.967041
	Iteration 7Q: 3 clusters Score -487148.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -487198.250000 Penalty: 2659.967041
	Iteration 8Q: 3 clusters Score -487198.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -487227.625000 Penalty: 2659.967041
	Iteration 9Q: 3 clusters Score -487227.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -487248.156250 Penalty: 2659.967041
	Iteration 10Q: 3 clusters Score -487248.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -487260.687500 Penalty: 2659.967041
	Iteration 11Q: 3 clusters Score -487260.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -487271.500000 Penalty: 2659.967041
	Iteration 12Q: 3 clusters Score -487271.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -487280.468750 Penalty: 2659.967041
	Iteration 13Q: 3 clusters Score -487280.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -487284.156250 Penalty: 2659.967041
	Iteration 14Q: 3 clusters Score -487284.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -487285.250000 Penalty: 2659.967041
	Iteration 15Q: 3 clusters Score -487285.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -487287.125000 Penalty: 2659.967041
	Iteration 16Q: 3 clusters Score -487287.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -487286.875000 Penalty: 2659.967041
	Iteration 17Q: 3 clusters Score -487286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -487287.875000 Penalty: 2659.967041
	Iteration 18Q: 3 clusters Score -487287.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -487287.500000 Penalty: 2659.967041
	Iteration 19Q: 3 clusters Score -487287.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -487288.625000 Penalty: 2659.967041
	Iteration 20F: 3 clusters Score -487288.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -190619.718750 Penalty: 1163.889526
	Iteration 0F: 2 clusters Score -190619.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -188956.015625 Penalty: 2327.779053
	Iteration 0F: 3 clusters Score -188956 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -189254.687500 Penalty: 2327.779053
	Iteration 1F: 3 clusters Score -189254.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -189336.562500 Penalty: 2327.779053
	Iteration 2F: 3 clusters Score -189336.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -189386.734375 Penalty: 2327.779053
	Iteration 3Q: 3 clusters Score -189386.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -189415.656250 Penalty: 2327.779053
	Iteration 4Q: 3 clusters Score -189415.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -189433.656250 Penalty: 2327.779053
	Iteration 5Q: 3 clusters Score -189433.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -189445.234375 Penalty: 2327.779053
	Iteration 6Q: 3 clusters Score -189445.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -189451.078125 Penalty: 2327.779053
	Iteration 7Q: 3 clusters Score -189451.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -189457.015625 Penalty: 2327.779053
	Iteration 8Q: 3 clusters Score -189457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -189464.343750 Penalty: 2327.779053
	Iteration 9Q: 3 clusters Score -189464.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -189469.515625 Penalty: 2327.779053
	Iteration 10Q: 3 clusters Score -189469.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -189471.390625 Penalty: 2327.779053
	Iteration 11Q: 3 clusters Score -189471.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -189473.671875 Penalty: 2327.779053
	Iteration 12Q: 3 clusters Score -189473.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -189473.906250 Penalty: 2327.779053
	Iteration 13Q: 3 clusters Score -189473.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -189475.359375 Penalty: 2327.779053
	Iteration 14Q: 3 clusters Score -189475.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -189475.359375 Penalty: 2327.779053
	Iteration 15F: 3 clusters Score -189475.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Entering Unmasked Estep 
Score: -1042282.562500 Penalty: 1443.004639
	Iteration 0F: 2 clusters Score -1042283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1036983.937500 Penalty: 2886.009277
	Iteration 0F: 3 clusters Score -1036984 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1038629.500000 Penalty: 2886.009277
	Iteration 1F: 3 clusters Score -1038630 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1038924.687500 Penalty: 2886.009277
	Iteration 2F: 3 clusters Score -1038925 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1039244.062500 Penalty: 2886.009277
	Iteration 3F: 3 clusters Score -1039244 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1039576.312500 Penalty: 2886.009277
	Iteration 4F: 3 clusters Score -1039576 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1039900.000000 Penalty: 2886.009277
	Iteration 5F: 3 clusters Score -1039900 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1040139.750000 Penalty: 2886.009277
	Iteration 6F: 3 clusters Score -1040140 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1040325.375000 Penalty: 2886.009277
	Iteration 7Q: 3 clusters Score -1040325 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1040504.875000 Penalty: 2886.009277
	Iteration 8Q: 3 clusters Score -1040505 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1040679.937500 Penalty: 2886.009277
	Iteration 9Q: 3 clusters Score -1040680 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1040819.875000 Penalty: 2886.009277
	Iteration 10Q: 3 clusters Score -1040820 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1040971.750000 Penalty: 2886.009277
	Iteration 11Q: 3 clusters Score -1040972 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1041115.812500 Penalty: 2886.009277
	Iteration 12Q: 3 clusters Score -1041116 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1041237.062500 Penalty: 2886.009277
	Iteration 13Q: 3 clusters Score -1041237 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1041323.812500 Penalty: 2886.009277
	Iteration 14Q: 3 clusters Score -1041324 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1041405.687500 Penalty: 2886.009277
	Iteration 15Q: 3 clusters Score -1041406 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1041477.125000 Penalty: 2886.009277
	Iteration 16Q: 3 clusters Score -1041477 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1041538.625000 Penalty: 2886.009277
	Iteration 17Q: 3 clusters Score -1041539 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1041573.312500 Penalty: 2886.009277
	Iteration 18Q: 3 clusters Score -1041573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1041595.875000 Penalty: 2886.009277
	Iteration 19Q: 3 clusters Score -1041596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1041615.937500 Penalty: 2886.009277
	Iteration 20F: 3 clusters Score -1041616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1041630.812500 Penalty: 2886.009277
	Iteration 21Q: 3 clusters Score -1041631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1041643.062500 Penalty: 2886.009277
	Iteration 22Q: 3 clusters Score -1041643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1041648.437500 Penalty: 2886.009277
	Iteration 23Q: 3 clusters Score -1041648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1041650.875000 Penalty: 2886.009277
	Iteration 24Q: 3 clusters Score -1041651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1041656.375000 Penalty: 2886.009277
	Iteration 25Q: 3 clusters Score -1041656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1041657.187500 Penalty: 2886.009277
	Iteration 26Q: 3 clusters Score -1041657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1041658.500000 Penalty: 2886.009277
	Iteration 27Q: 3 clusters Score -1041658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1041659.875000 Penalty: 2886.009277
	Iteration 28Q: 3 clusters Score -1041660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1041658.375000 Penalty: 2886.009277
	Iteration 29Q: 3 clusters Score -1041658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1041659.375000 Penalty: 2886.009277
	Iteration 30Q: 3 clusters Score -1041659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1041659.312500 Penalty: 2886.009277
	Iteration 31Q: 3 clusters Score -1041659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1041659.312500 Penalty: 2886.009277
	Iteration 32F: 3 clusters Score -1041659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Entering Unmasked Estep 
Score: -1900026.875000 Penalty: 1546.622681
	Iteration 0F: 2 clusters Score -1900027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1890699.000000 Penalty: 3093.245361
	Iteration 0F: 3 clusters Score -1890699 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1893890.000000 Penalty: 3093.245361
	Iteration 1F: 3 clusters Score -1893890 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1894245.250000 Penalty: 3093.245361
	Iteration 2F: 3 clusters Score -1894245 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1894561.125000 Penalty: 3093.245361
	Iteration 3F: 3 clusters Score -1894561 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1894892.750000 Penalty: 3093.245361
	Iteration 4F: 3 clusters Score -1894893 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1895240.750000 Penalty: 3093.245361
	Iteration 5F: 3 clusters Score -1895241 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1895647.750000 Penalty: 3093.245361
	Iteration 6F: 3 clusters Score -1895648 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1896079.000000 Penalty: 3093.245361
	Iteration 7F: 3 clusters Score -1896079 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1896491.250000 Penalty: 3093.245361
	Iteration 8F: 3 clusters Score -1896491 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1896863.375000 Penalty: 3093.245361
	Iteration 9Q: 3 clusters Score -1896863 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1897201.125000 Penalty: 3093.245361
	Iteration 10Q: 3 clusters Score -1897201 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1897486.375000 Penalty: 3093.245361
	Iteration 11Q: 3 clusters Score -1897486 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1897753.750000 Penalty: 3093.245361
	Iteration 12Q: 3 clusters Score -1897754 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1897983.125000 Penalty: 3093.245361
	Iteration 13Q: 3 clusters Score -1897983 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1898196.375000 Penalty: 3093.245361
	Iteration 14Q: 3 clusters Score -1898196 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1898379.750000 Penalty: 3093.245361
	Iteration 15Q: 3 clusters Score -1898380 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1898576.250000 Penalty: 3093.245361
	Iteration 16Q: 3 clusters Score -1898576 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1898717.250000 Penalty: 3093.245361
	Iteration 17Q: 3 clusters Score -1898717 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1898813.250000 Penalty: 3093.245361
	Iteration 18Q: 3 clusters Score -1898813 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1898896.875000 Penalty: 3093.245361
	Iteration 19Q: 3 clusters Score -1898897 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1898954.125000 Penalty: 3093.245361
	Iteration 20F: 3 clusters Score -1898954 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1898997.500000 Penalty: 3093.245361
	Iteration 21Q: 3 clusters Score -1898998 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1899024.750000 Penalty: 3093.245361
	Iteration 22Q: 3 clusters Score -1899025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1899051.375000 Penalty: 3093.245361
	Iteration 23Q: 3 clusters Score -1899051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1899070.750000 Penalty: 3093.245361
	Iteration 24Q: 3 clusters Score -1899071 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1899091.625000 Penalty: 3093.245361
	Iteration 25Q: 3 clusters Score -1899092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1899108.000000 Penalty: 3093.245361
	Iteration 26Q: 3 clusters Score -1899108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1899112.625000 Penalty: 3093.245361
	Iteration 27Q: 3 clusters Score -1899113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1899115.250000 Penalty: 3093.245361
	Iteration 28Q: 3 clusters Score -1899115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1899120.500000 Penalty: 3093.245361
	Iteration 29Q: 3 clusters Score -1899120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1899128.000000 Penalty: 3093.245361
	Iteration 30Q: 3 clusters Score -1899128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1899139.000000 Penalty: 3093.245361
	Iteration 31Q: 3 clusters Score -1899139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1899149.500000 Penalty: 3093.245361
	Iteration 32Q: 3 clusters Score -1899150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1899151.000000 Penalty: 3093.245361
	Iteration 33Q: 3 clusters Score -1899151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1899157.625000 Penalty: 3093.245361
	Iteration 34Q: 3 clusters Score -1899158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1899157.250000 Penalty: 3093.245361
	Iteration 35Q: 3 clusters Score -1899157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1899159.375000 Penalty: 3093.245361
	Iteration 36Q: 3 clusters Score -1899159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1899163.125000 Penalty: 3093.245361
	Iteration 37Q: 3 clusters Score -1899163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1899166.875000 Penalty: 3093.245361
	Iteration 38Q: 3 clusters Score -1899167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1899178.375000 Penalty: 3093.245361
	Iteration 39Q: 3 clusters Score -1899178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1899186.000000 Penalty: 3093.245361
	Iteration 40F: 3 clusters Score -1899186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1899188.000000 Penalty: 3093.245361
	Iteration 41Q: 3 clusters Score -1899188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1899186.750000 Penalty: 3093.245361
	Iteration 42Q: 3 clusters Score -1899187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1899186.750000 Penalty: 3093.245361
	Iteration 43F: 3 clusters Score -1899187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Entering Unmasked Estep 
Score: -210844.984375 Penalty: 1204.083008
	Iteration 0F: 2 clusters Score -210845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -209050.656250 Penalty: 2408.166016
	Iteration 0F: 3 clusters Score -209050.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -209675.593750 Penalty: 2408.166016
	Iteration 1F: 3 clusters Score -209675.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -210073.218750 Penalty: 2408.166016
	Iteration 2F: 3 clusters Score -210073.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -210341.656250 Penalty: 2408.166016
	Iteration 3F: 3 clusters Score -210341.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -210497.156250 Penalty: 2408.166016
	Iteration 4F: 3 clusters Score -210497.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -210595.953125 Penalty: 2408.166016
	Iteration 5Q: 3 clusters Score -210596 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -210638.093750 Penalty: 2408.166016
	Iteration 6Q: 3 clusters Score -210638.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -210656.062500 Penalty: 2408.166016
	Iteration 7Q: 3 clusters Score -210656.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -210664.031250 Penalty: 2408.166016
	Iteration 8Q: 3 clusters Score -210664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -210671.562500 Penalty: 2408.166016
	Iteration 9Q: 3 clusters Score -210671.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -210674.109375 Penalty: 2408.166016
	Iteration 10Q: 3 clusters Score -210674.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -210678.625000 Penalty: 2408.166016
	Iteration 11Q: 3 clusters Score -210678.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -210680.531250 Penalty: 2408.166016
	Iteration 12Q: 3 clusters Score -210680.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -210681.171875 Penalty: 2408.166016
	Iteration 13Q: 3 clusters Score -210681.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -210681.421875 Penalty: 2408.166016
	Iteration 14Q: 3 clusters Score -210681.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -210682.203125 Penalty: 2408.166016
	Iteration 15Q: 3 clusters Score -210682.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -210682.203125 Penalty: 2408.166016
	Iteration 16F: 3 clusters Score -210682.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -161215.187500 Penalty: 1163.511230
	Iteration 0F: 2 clusters Score -161215.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -159635.500000 Penalty: 2327.022461
	Iteration 0F: 3 clusters Score -159635.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -160013.687500 Penalty: 2327.022461
	Iteration 1F: 3 clusters Score -160013.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -160135.343750 Penalty: 2327.022461
	Iteration 2F: 3 clusters Score -160135.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -160275.250000 Penalty: 2327.022461
	Iteration 3F: 3 clusters Score -160275.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -160397.593750 Penalty: 2327.022461
	Iteration 4F: 3 clusters Score -160397.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -160563.781250 Penalty: 2327.022461
	Iteration 5F: 3 clusters Score -160563.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -160704.312500 Penalty: 2327.022461
	Iteration 6F: 3 clusters Score -160704.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -160843.265625 Penalty: 2327.022461
	Iteration 7F: 3 clusters Score -160843.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -160956.687500 Penalty: 2327.022461
	Iteration 8F: 3 clusters Score -160956.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -161018.343750 Penalty: 2327.022461
	Iteration 9Q: 3 clusters Score -161018.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -161065.265625 Penalty: 2327.022461
	Iteration 10Q: 3 clusters Score -161065.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -161098.328125 Penalty: 2327.022461
	Iteration 11Q: 3 clusters Score -161098.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -161130.062500 Penalty: 2327.022461
	Iteration 12Q: 3 clusters Score -161130.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -161143.093750 Penalty: 2327.022461
	Iteration 13Q: 3 clusters Score -161143.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -161148.890625 Penalty: 2327.022461
	Iteration 14Q: 3 clusters Score -161148.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -161151.812500 Penalty: 2327.022461
	Iteration 15Q: 3 clusters Score -161151.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -161153.609375 Penalty: 2327.022461
	Iteration 16Q: 3 clusters Score -161153.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -161155.468750 Penalty: 2327.022461
	Iteration 17Q: 3 clusters Score -161155.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -161155.468750 Penalty: 2327.022461
	Iteration 18F: 3 clusters Score -161155.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -175971.875000 Penalty: 1182.328003
	Iteration 0F: 2 clusters Score -175971.9 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 706 members 
Entering Unmasked Estep 
Score: -174212.390625 Penalty: 2364.656006
	Iteration 0F: 3 clusters Score -174212.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -174595.968750 Penalty: 2364.656006
	Iteration 1F: 3 clusters Score -174596 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -174729.390625 Penalty: 2364.656006
	Iteration 2F: 3 clusters Score -174729.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -174809.062500 Penalty: 2364.656006
	Iteration 3F: 3 clusters Score -174809.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -174882.078125 Penalty: 2364.656006
	Iteration 4Q: 3 clusters Score -174882.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -174922.453125 Penalty: 2364.656006
	Iteration 5Q: 3 clusters Score -174922.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -174949.687500 Penalty: 2364.656006
	Iteration 6Q: 3 clusters Score -174949.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -174965.843750 Penalty: 2364.656006
	Iteration 7Q: 3 clusters Score -174965.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -174977.437500 Penalty: 2364.656006
	Iteration 8Q: 3 clusters Score -174977.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -174991.859375 Penalty: 2364.656006
	Iteration 9Q: 3 clusters Score -174991.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -175007.953125 Penalty: 2364.656006
	Iteration 10Q: 3 clusters Score -175008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -175019.625000 Penalty: 2364.656006
	Iteration 11Q: 3 clusters Score -175019.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -175023.984375 Penalty: 2364.656006
	Iteration 12Q: 3 clusters Score -175024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -175025.750000 Penalty: 2364.656006
	Iteration 13Q: 3 clusters Score -175025.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -175028.328125 Penalty: 2364.656006
	Iteration 14Q: 3 clusters Score -175028.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -175031.171875 Penalty: 2364.656006
	Iteration 15Q: 3 clusters Score -175031.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -175034.890625 Penalty: 2364.656006
	Iteration 16Q: 3 clusters Score -175034.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -175037.125000 Penalty: 2364.656006
	Iteration 17Q: 3 clusters Score -175037.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -175038.312500 Penalty: 2364.656006
	Iteration 18Q: 3 clusters Score -175038.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -175040.718750 Penalty: 2364.656006
	Iteration 19Q: 3 clusters Score -175040.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -175042.562500 Penalty: 2364.656006
	Iteration 20F: 3 clusters Score -175042.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -175043.390625 Penalty: 2364.656006
	Iteration 21Q: 3 clusters Score -175043.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -175044.687500 Penalty: 2364.656006
	Iteration 22Q: 3 clusters Score -175044.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -175046.203125 Penalty: 2364.656006
	Iteration 23Q: 3 clusters Score -175046.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -175046.984375 Penalty: 2364.656006
	Iteration 24Q: 3 clusters Score -175047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -175047.359375 Penalty: 2364.656006
	Iteration 25Q: 3 clusters Score -175047.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -175047.812500 Penalty: 2364.656006
	Iteration 26Q: 3 clusters Score -175047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -175049.234375 Penalty: 2364.656006
	Iteration 27Q: 3 clusters Score -175049.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -175051.656250 Penalty: 2364.656006
	Iteration 28Q: 3 clusters Score -175051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -175052.343750 Penalty: 2364.656006
	Iteration 29Q: 3 clusters Score -175052.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -175053.656250 Penalty: 2364.656006
	Iteration 30Q: 3 clusters Score -175053.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -175054.500000 Penalty: 2364.656006
	Iteration 31Q: 3 clusters Score -175054.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -175054.968750 Penalty: 2364.656006
	Iteration 32Q: 3 clusters Score -175055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -175055.250000 Penalty: 2364.656006
	Iteration 33Q: 3 clusters Score -175055.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -175055.406250 Penalty: 2364.656006
	Iteration 34Q: 3 clusters Score -175055.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -175056.078125 Penalty: 2364.656006
	Iteration 35Q: 3 clusters Score -175056.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -175059.125000 Penalty: 2364.656006
	Iteration 36Q: 3 clusters Score -175059.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -175061.015625 Penalty: 2364.656006
	Iteration 37Q: 3 clusters Score -175061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -175064.093750 Penalty: 2364.656006
	Iteration 38Q: 3 clusters Score -175064.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -175067.390625 Penalty: 2364.656006
	Iteration 39Q: 3 clusters Score -175067.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -175072.046875 Penalty: 2364.656006
	Iteration 40F: 3 clusters Score -175072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -175076.109375 Penalty: 2364.656006
	Iteration 41Q: 3 clusters Score -175076.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -175083.281250 Penalty: 2364.656006
	Iteration 42Q: 3 clusters Score -175083.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -175088.062500 Penalty: 2364.656006
	Iteration 43Q: 3 clusters Score -175088.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -175094.234375 Penalty: 2364.656006
	Iteration 44Q: 3 clusters Score -175094.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -175099.359375 Penalty: 2364.656006
	Iteration 45Q: 3 clusters Score -175099.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -175103.843750 Penalty: 2364.656006
	Iteration 46Q: 3 clusters Score -175103.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -175105.531250 Penalty: 2364.656006
	Iteration 47Q: 3 clusters Score -175105.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -175106.500000 Penalty: 2364.656006
	Iteration 48Q: 3 clusters Score -175106.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -175106.500000 Penalty: 2364.656006
	Iteration 49F: 3 clusters Score -175106.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Entering Unmasked Estep 
Score: -2153919.250000 Penalty: 1553.295532
	Iteration 0F: 2 clusters Score -2153919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2144265.000000 Penalty: 3106.591064
	Iteration 0F: 3 clusters Score -2144265 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2147726.750000 Penalty: 3106.591064
	Iteration 1F: 3 clusters Score -2147727 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2148037.000000 Penalty: 3106.591064
	Iteration 2F: 3 clusters Score -2148037 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2148305.000000 Penalty: 3106.591064
	Iteration 3Q: 3 clusters Score -2148305 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2148500.750000 Penalty: 3106.591064
	Iteration 4Q: 3 clusters Score -2148501 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2148693.500000 Penalty: 3106.591064
	Iteration 5Q: 3 clusters Score -2148694 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2148917.750000 Penalty: 3106.591064
	Iteration 6Q: 3 clusters Score -2148918 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2149153.000000 Penalty: 3106.591064
	Iteration 7Q: 3 clusters Score -2149153 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2149384.750000 Penalty: 3106.591064
	Iteration 8Q: 3 clusters Score -2149385 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2149641.250000 Penalty: 3106.591064
	Iteration 9Q: 3 clusters Score -2149641 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2149910.000000 Penalty: 3106.591064
	Iteration 10Q: 3 clusters Score -2149910 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2150177.250000 Penalty: 3106.591064
	Iteration 11Q: 3 clusters Score -2150177 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2150347.000000 Penalty: 3106.591064
	Iteration 12Q: 3 clusters Score -2150347 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2150450.250000 Penalty: 3106.591064
	Iteration 13Q: 3 clusters Score -2150450 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2150518.000000 Penalty: 3106.591064
	Iteration 14Q: 3 clusters Score -2150518 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2150547.000000 Penalty: 3106.591064
	Iteration 15Q: 3 clusters Score -2150547 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2150548.250000 Penalty: 3106.591064
	Iteration 16Q: 3 clusters Score -2150548 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2150563.000000 Penalty: 3106.591064
	Iteration 17Q: 3 clusters Score -2150563 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2150576.500000 Penalty: 3106.591064
	Iteration 18Q: 3 clusters Score -2150576 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2150581.750000 Penalty: 3106.591064
	Iteration 19Q: 3 clusters Score -2150582 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2150592.250000 Penalty: 3106.591064
	Iteration 20F: 3 clusters Score -2150592 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2150608.000000 Penalty: 3106.591064
	Iteration 21Q: 3 clusters Score -2150608 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2150616.500000 Penalty: 3106.591064
	Iteration 22Q: 3 clusters Score -2150616 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2150625.750000 Penalty: 3106.591064
	Iteration 23Q: 3 clusters Score -2150626 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2150633.250000 Penalty: 3106.591064
	Iteration 24Q: 3 clusters Score -2150633 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2150641.750000 Penalty: 3106.591064
	Iteration 25Q: 3 clusters Score -2150642 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2150647.500000 Penalty: 3106.591064
	Iteration 26Q: 3 clusters Score -2150648 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2150654.000000 Penalty: 3106.591064
	Iteration 27Q: 3 clusters Score -2150654 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2150672.750000 Penalty: 3106.591064
	Iteration 28Q: 3 clusters Score -2150673 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2150683.750000 Penalty: 3106.591064
	Iteration 29Q: 3 clusters Score -2150684 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2150703.750000 Penalty: 3106.591064
	Iteration 30Q: 3 clusters Score -2150704 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2150717.750000 Penalty: 3106.591064
	Iteration 31Q: 3 clusters Score -2150718 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2150732.750000 Penalty: 3106.591064
	Iteration 32Q: 3 clusters Score -2150733 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2150756.500000 Penalty: 3106.591064
	Iteration 33Q: 3 clusters Score -2150756 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2150784.000000 Penalty: 3106.591064
	Iteration 34Q: 3 clusters Score -2150784 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2150813.750000 Penalty: 3106.591064
	Iteration 35Q: 3 clusters Score -2150814 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2150849.500000 Penalty: 3106.591064
	Iteration 36Q: 3 clusters Score -2150850 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2150884.250000 Penalty: 3106.591064
	Iteration 37Q: 3 clusters Score -2150884 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2150914.750000 Penalty: 3106.591064
	Iteration 38Q: 3 clusters Score -2150915 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2150937.500000 Penalty: 3106.591064
	Iteration 39Q: 3 clusters Score -2150938 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2150957.000000 Penalty: 3106.591064
	Iteration 40F: 3 clusters Score -2150957 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2150995.250000 Penalty: 3106.591064
	Iteration 41Q: 3 clusters Score -2150995 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2151044.000000 Penalty: 3106.591064
	Iteration 42Q: 3 clusters Score -2151044 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2151104.250000 Penalty: 3106.591064
	Iteration 43Q: 3 clusters Score -2151104 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2151155.500000 Penalty: 3106.591064
	Iteration 44Q: 3 clusters Score -2151156 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2151222.500000 Penalty: 3106.591064
	Iteration 45Q: 3 clusters Score -2151222 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2151275.250000 Penalty: 3106.591064
	Iteration 46Q: 3 clusters Score -2151275 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2151316.750000 Penalty: 3106.591064
	Iteration 47Q: 3 clusters Score -2151317 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2151380.750000 Penalty: 3106.591064
	Iteration 48Q: 3 clusters Score -2151381 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2151445.500000 Penalty: 3106.591064
	Iteration 49Q: 3 clusters Score -2151446 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2151521.000000 Penalty: 3106.591064
	Iteration 50Q: 3 clusters Score -2151521 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2151602.250000 Penalty: 3106.591064
	Iteration 51Q: 3 clusters Score -2151602 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2151695.000000 Penalty: 3106.591064
	Iteration 52Q: 3 clusters Score -2151695 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2151767.000000 Penalty: 3106.591064
	Iteration 53Q: 3 clusters Score -2151767 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2151832.750000 Penalty: 3106.591064
	Iteration 54Q: 3 clusters Score -2151833 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2151902.500000 Penalty: 3106.591064
	Iteration 55Q: 3 clusters Score -2151902 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2151960.000000 Penalty: 3106.591064
	Iteration 56Q: 3 clusters Score -2151960 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2151999.500000 Penalty: 3106.591064
	Iteration 57Q: 3 clusters Score -2152000 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2152053.500000 Penalty: 3106.591064
	Iteration 58Q: 3 clusters Score -2152054 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2152108.250000 Penalty: 3106.591064
	Iteration 59Q: 3 clusters Score -2152108 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2152169.250000 Penalty: 3106.591064
	Iteration 60F: 3 clusters Score -2152169 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2152221.500000 Penalty: 3106.591064
	Iteration 61Q: 3 clusters Score -2152222 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2152280.750000 Penalty: 3106.591064
	Iteration 62Q: 3 clusters Score -2152281 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -2152339.250000 Penalty: 3106.591064
	Iteration 63Q: 3 clusters Score -2152339 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2152377.750000 Penalty: 3106.591064
	Iteration 64Q: 3 clusters Score -2152378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2152414.250000 Penalty: 3106.591064
	Iteration 65Q: 3 clusters Score -2152414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2152436.000000 Penalty: 3106.591064
	Iteration 66Q: 3 clusters Score -2152436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2152455.750000 Penalty: 3106.591064
	Iteration 67Q: 3 clusters Score -2152456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2152466.500000 Penalty: 3106.591064
	Iteration 68Q: 3 clusters Score -2152466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2152487.250000 Penalty: 3106.591064
	Iteration 69Q: 3 clusters Score -2152487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2152501.750000 Penalty: 3106.591064
	Iteration 70Q: 3 clusters Score -2152502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2152509.750000 Penalty: 3106.591064
	Iteration 71Q: 3 clusters Score -2152510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2152521.000000 Penalty: 3106.591064
	Iteration 72Q: 3 clusters Score -2152521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2152526.500000 Penalty: 3106.591064
	Iteration 73Q: 3 clusters Score -2152526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2152532.750000 Penalty: 3106.591064
	Iteration 74Q: 3 clusters Score -2152533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2152539.250000 Penalty: 3106.591064
	Iteration 75Q: 3 clusters Score -2152539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2152540.750000 Penalty: 3106.591064
	Iteration 76Q: 3 clusters Score -2152541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2152544.000000 Penalty: 3106.591064
	Iteration 77Q: 3 clusters Score -2152544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2152544.250000 Penalty: 3106.591064
	Iteration 78Q: 3 clusters Score -2152544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2152544.000000 Penalty: 3106.591064
	Iteration 79Q: 3 clusters Score -2152544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2152541.500000 Penalty: 3106.591064
	Iteration 80F: 3 clusters Score -2152542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2152548.000000 Penalty: 3106.591064
	Iteration 81Q: 3 clusters Score -2152548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2152550.250000 Penalty: 3106.591064
	Iteration 82Q: 3 clusters Score -2152550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2152556.500000 Penalty: 3106.591064
	Iteration 83Q: 3 clusters Score -2152556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2152557.250000 Penalty: 3106.591064
	Iteration 84Q: 3 clusters Score -2152557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2152561.750000 Penalty: 3106.591064
	Iteration 85Q: 3 clusters Score -2152562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2152564.250000 Penalty: 3106.591064
	Iteration 86Q: 3 clusters Score -2152564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2152561.500000 Penalty: 3106.591064
	Iteration 87Q: 3 clusters Score -2152562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2152563.750000 Penalty: 3106.591064
	Iteration 88Q: 3 clusters Score -2152564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2152561.750000 Penalty: 3106.591064
	Iteration 89Q: 3 clusters Score -2152562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2152561.250000 Penalty: 3106.591064
	Iteration 90Q: 3 clusters Score -2152561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2152561.000000 Penalty: 3106.591064
	Iteration 91Q: 3 clusters Score -2152561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2152561.000000 Penalty: 3106.591064
	Iteration 92F: 3 clusters Score -2152561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Entering Unmasked Estep 
Score: -2398728.500000 Penalty: 1575.114624
	Iteration 0F: 2 clusters Score -2398728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2387598.250000 Penalty: 3150.229248
	Iteration 0F: 3 clusters Score -2387598 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2391534.500000 Penalty: 3150.229248
	Iteration 1F: 3 clusters Score -2391534 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2391914.750000 Penalty: 3150.229248
	Iteration 2F: 3 clusters Score -2391915 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2392340.250000 Penalty: 3150.229248
	Iteration 3F: 3 clusters Score -2392340 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2392835.500000 Penalty: 3150.229248
	Iteration 4F: 3 clusters Score -2392836 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2393480.000000 Penalty: 3150.229248
	Iteration 5F: 3 clusters Score -2393480 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2394222.500000 Penalty: 3150.229248
	Iteration 6F: 3 clusters Score -2394222 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2395022.250000 Penalty: 3150.229248
	Iteration 7F: 3 clusters Score -2395022 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2395675.500000 Penalty: 3150.229248
	Iteration 8F: 3 clusters Score -2395676 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2396225.250000 Penalty: 3150.229248
	Iteration 9Q: 3 clusters Score -2396225 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2396635.500000 Penalty: 3150.229248
	Iteration 10Q: 3 clusters Score -2396636 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2396885.000000 Penalty: 3150.229248
	Iteration 11Q: 3 clusters Score -2396885 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2397064.750000 Penalty: 3150.229248
	Iteration 12Q: 3 clusters Score -2397065 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2397175.000000 Penalty: 3150.229248
	Iteration 13Q: 3 clusters Score -2397175 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2397235.750000 Penalty: 3150.229248
	Iteration 14Q: 3 clusters Score -2397236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2397278.750000 Penalty: 3150.229248
	Iteration 15Q: 3 clusters Score -2397279 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2397300.000000 Penalty: 3150.229248
	Iteration 16Q: 3 clusters Score -2397300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2397310.750000 Penalty: 3150.229248
	Iteration 17Q: 3 clusters Score -2397311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2397320.000000 Penalty: 3150.229248
	Iteration 18Q: 3 clusters Score -2397320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2397327.250000 Penalty: 3150.229248
	Iteration 19Q: 3 clusters Score -2397327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2397333.250000 Penalty: 3150.229248
	Iteration 20F: 3 clusters Score -2397333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2397339.250000 Penalty: 3150.229248
	Iteration 21Q: 3 clusters Score -2397339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2397348.250000 Penalty: 3150.229248
	Iteration 22Q: 3 clusters Score -2397348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2397350.250000 Penalty: 3150.229248
	Iteration 23Q: 3 clusters Score -2397350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2397349.500000 Penalty: 3150.229248
	Iteration 24Q: 3 clusters Score -2397350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2397351.250000 Penalty: 3150.229248
	Iteration 25Q: 3 clusters Score -2397351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2397351.250000 Penalty: 3150.229248
	Iteration 26F: 3 clusters Score -2397351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -327627.562500 Penalty: 1263.345825
	Iteration 0F: 2 clusters Score -327627.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -325293.218750 Penalty: 2526.691650
	Iteration 0F: 3 clusters Score -325293.2 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -325884.781250 Penalty: 2526.691650
	Iteration 1F: 3 clusters Score -325884.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -326113.031250 Penalty: 2526.691650
	Iteration 2F: 3 clusters Score -326113 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -326326.875000 Penalty: 2526.691650
	Iteration 3F: 3 clusters Score -326326.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -326567.937500 Penalty: 2526.691650
	Iteration 4F: 3 clusters Score -326567.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -326809.968750 Penalty: 2526.691650
	Iteration 5F: 3 clusters Score -326810 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -327071.031250 Penalty: 2526.691650
	Iteration 6F: 3 clusters Score -327071 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -327268.218750 Penalty: 2526.691650
	Iteration 7F: 3 clusters Score -327268.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -327350.187500 Penalty: 2526.691650
	Iteration 8Q: 3 clusters Score -327350.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -327395.281250 Penalty: 2526.691650
	Iteration 9Q: 3 clusters Score -327395.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -327416.812500 Penalty: 2526.691650
	Iteration 10Q: 3 clusters Score -327416.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -327434.406250 Penalty: 2526.691650
	Iteration 11Q: 3 clusters Score -327434.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -327446.625000 Penalty: 2526.691650
	Iteration 12Q: 3 clusters Score -327446.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -327454.531250 Penalty: 2526.691650
	Iteration 13Q: 3 clusters Score -327454.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -327458.343750 Penalty: 2526.691650
	Iteration 14Q: 3 clusters Score -327458.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -327461.781250 Penalty: 2526.691650
	Iteration 15Q: 3 clusters Score -327461.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -327463.375000 Penalty: 2526.691650
	Iteration 16Q: 3 clusters Score -327463.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -327463.437500 Penalty: 2526.691650
	Iteration 17Q: 3 clusters Score -327463.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -327463.437500 Penalty: 2526.691650
	Iteration 18F: 3 clusters Score -327463.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Entering Unmasked Estep 
Score: -329236.312500 Penalty: 1260.451294
	Iteration 0F: 2 clusters Score -329236.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -326958.000000 Penalty: 2520.902588
	Iteration 0F: 3 clusters Score -326958 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -327552.406250 Penalty: 2520.902588
	Iteration 1F: 3 clusters Score -327552.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -327765.500000 Penalty: 2520.902588
	Iteration 2F: 3 clusters Score -327765.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -327969.250000 Penalty: 2520.902588
	Iteration 3F: 3 clusters Score -327969.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -328163.312500 Penalty: 2520.902588
	Iteration 4F: 3 clusters Score -328163.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -328321.062500 Penalty: 2520.902588
	Iteration 5F: 3 clusters Score -328321.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -328458.031250 Penalty: 2520.902588
	Iteration 6F: 3 clusters Score -328458 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -328564.343750 Penalty: 2520.902588
	Iteration 7Q: 3 clusters Score -328564.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -328673.437500 Penalty: 2520.902588
	Iteration 8Q: 3 clusters Score -328673.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -328774.156250 Penalty: 2520.902588
	Iteration 9Q: 3 clusters Score -328774.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -328828.968750 Penalty: 2520.902588
	Iteration 10Q: 3 clusters Score -328829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -328875.875000 Penalty: 2520.902588
	Iteration 11Q: 3 clusters Score -328875.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -328921.843750 Penalty: 2520.902588
	Iteration 12Q: 3 clusters Score -328921.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -328971.781250 Penalty: 2520.902588
	Iteration 13Q: 3 clusters Score -328971.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -329021.812500 Penalty: 2520.902588
	Iteration 14Q: 3 clusters Score -329021.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -329069.625000 Penalty: 2520.902588
	Iteration 15Q: 3 clusters Score -329069.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -329097.593750 Penalty: 2520.902588
	Iteration 16Q: 3 clusters Score -329097.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -329124.625000 Penalty: 2520.902588
	Iteration 17Q: 3 clusters Score -329124.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -329148.343750 Penalty: 2520.902588
	Iteration 18Q: 3 clusters Score -329148.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -329175.062500 Penalty: 2520.902588
	Iteration 19Q: 3 clusters Score -329175.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -329203.375000 Penalty: 2520.902588
	Iteration 20F: 3 clusters Score -329203.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -329226.093750 Penalty: 2520.902588
	Iteration 21Q: 3 clusters Score -329226.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -329245.312500 Penalty: 2520.902588
	Iteration 22Q: 3 clusters Score -329245.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -329250.718750 Penalty: 2520.902588
	Iteration 23Q: 3 clusters Score -329250.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -329254.156250 Penalty: 2520.902588
	Iteration 24Q: 3 clusters Score -329254.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -329257.750000 Penalty: 2520.902588
	Iteration 25Q: 3 clusters Score -329257.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -329259.156250 Penalty: 2520.902588
	Iteration 26Q: 3 clusters Score -329259.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -329260.656250 Penalty: 2520.902588
	Iteration 27Q: 3 clusters Score -329260.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -329262.718750 Penalty: 2520.902588
	Iteration 28Q: 3 clusters Score -329262.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -329266.000000 Penalty: 2520.902588
	Iteration 29Q: 3 clusters Score -329266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -329270.750000 Penalty: 2520.902588
	Iteration 30Q: 3 clusters Score -329270.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -329273.500000 Penalty: 2520.902588
	Iteration 31Q: 3 clusters Score -329273.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -329277.000000 Penalty: 2520.902588
	Iteration 32Q: 3 clusters Score -329277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -329281.312500 Penalty: 2520.902588
	Iteration 33Q: 3 clusters Score -329281.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -329285.750000 Penalty: 2520.902588
	Iteration 34Q: 3 clusters Score -329285.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -329290.781250 Penalty: 2520.902588
	Iteration 35Q: 3 clusters Score -329290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -329292.031250 Penalty: 2520.902588
	Iteration 36Q: 3 clusters Score -329292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -329292.218750 Penalty: 2520.902588
	Iteration 37Q: 3 clusters Score -329292.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -329292.218750 Penalty: 2520.902588
	Iteration 38F: 3 clusters Score -329292.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14168 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 1589 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19578 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 748 members 
Mstep: Class 21 contains 19666 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19798 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15247 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6764 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5385 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18965 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15153 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16646 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15769 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23159 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6926 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6653 members 
Mstep: Class 79 contains 20516 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19098 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7864 members 
Entering Unmasked Estep 
Score: -85942432.000000 Penalty: 185964.312500
Splitting cluster 11 changes total score from -85943368.000000 to -85942432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (14398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Entering Unmasked Estep 
Score: -1622245.750000 Penalty: 1555.912231
	Iteration 0F: 2 clusters Score -1622246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1612351.250000 Penalty: 3111.824463
	Iteration 0F: 3 clusters Score -1612351 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1615630.750000 Penalty: 3111.824463
	Iteration 1F: 3 clusters Score -1615631 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1616021.750000 Penalty: 3111.824463
	Iteration 2F: 3 clusters Score -1616022 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1616407.125000 Penalty: 3111.824463
	Iteration 3F: 3 clusters Score -1616407 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1616760.000000 Penalty: 3111.824463
	Iteration 4F: 3 clusters Score -1616760 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1617095.625000 Penalty: 3111.824463
	Iteration 5Q: 3 clusters Score -1617096 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1617413.125000 Penalty: 3111.824463
	Iteration 6Q: 3 clusters Score -1617413 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1617752.125000 Penalty: 3111.824463
	Iteration 7Q: 3 clusters Score -1617752 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1618198.625000 Penalty: 3111.824463
	Iteration 8Q: 3 clusters Score -1618199 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1618754.250000 Penalty: 3111.824463
	Iteration 9Q: 3 clusters Score -1618754 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1619374.125000 Penalty: 3111.824463
	Iteration 10Q: 3 clusters Score -1619374 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1619914.250000 Penalty: 3111.824463
	Iteration 11Q: 3 clusters Score -1619914 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1620395.000000 Penalty: 3111.824463
	Iteration 12Q: 3 clusters Score -1620395 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1620722.125000 Penalty: 3111.824463
	Iteration 13Q: 3 clusters Score -1620722 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1620930.750000 Penalty: 3111.824463
	Iteration 14Q: 3 clusters Score -1620931 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1621064.875000 Penalty: 3111.824463
	Iteration 15Q: 3 clusters Score -1621065 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1621146.000000 Penalty: 3111.824463
	Iteration 16Q: 3 clusters Score -1621146 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1621236.250000 Penalty: 3111.824463
	Iteration 17Q: 3 clusters Score -1621236 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1621336.875000 Penalty: 3111.824463
	Iteration 18Q: 3 clusters Score -1621337 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1621474.125000 Penalty: 3111.824463
	Iteration 19Q: 3 clusters Score -1621474 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1621603.625000 Penalty: 3111.824463
	Iteration 20F: 3 clusters Score -1621604 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1621751.250000 Penalty: 3111.824463
	Iteration 21Q: 3 clusters Score -1621751 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1621913.375000 Penalty: 3111.824463
	Iteration 22Q: 3 clusters Score -1621913 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1622029.875000 Penalty: 3111.824463
	Iteration 23Q: 3 clusters Score -1622030 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1622126.375000 Penalty: 3111.824463
	Iteration 24Q: 3 clusters Score -1622126 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1622204.000000 Penalty: 3111.824463
	Iteration 25Q: 3 clusters Score -1622204 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1622235.375000 Penalty: 3111.824463
	Iteration 26Q: 3 clusters Score -1622235 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1622247.875000 Penalty: 3111.824463
	Iteration 27Q: 3 clusters Score -1622248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1622259.000000 Penalty: 3111.824463
	Iteration 28Q: 3 clusters Score -1622259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1622256.625000 Penalty: 3111.824463
	Iteration 29Q: 3 clusters Score -1622257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1622261.500000 Penalty: 3111.824463
	Iteration 30Q: 3 clusters Score -1622262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1622258.500000 Penalty: 3111.824463
	Iteration 31Q: 3 clusters Score -1622258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1622260.000000 Penalty: 3111.824463
	Iteration 32Q: 3 clusters Score -1622260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1622260.875000 Penalty: 3111.824463
	Iteration 33Q: 3 clusters Score -1622261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1622262.250000 Penalty: 3111.824463
	Iteration 34Q: 3 clusters Score -1622262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1622260.750000 Penalty: 3111.824463
	Iteration 35Q: 3 clusters Score -1622261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1622259.500000 Penalty: 3111.824463
	Iteration 36Q: 3 clusters Score -1622260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1622259.500000 Penalty: 3111.824463
	Iteration 37F: 3 clusters Score -1622260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14168 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19578 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 11129 members 
Mstep: Class 21 contains 19666 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19798 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15247 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6764 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5385 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18965 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15153 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16646 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15769 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23159 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6926 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6653 members 
Mstep: Class 79 contains 20516 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19098 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7864 members 
Entering Unmasked Estep 
Score: -85942952.000000 Penalty: 185964.312500
Splitting cluster 12 changes total score from -85943368.000000 to -85942952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -102310.742188 Penalty: 1076.841553
	Iteration 0F: 2 clusters Score -102310.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -101110.390625 Penalty: 2153.683105
	Iteration 0F: 3 clusters Score -101110.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -101437.390625 Penalty: 2153.683105
	Iteration 1F: 3 clusters Score -101437.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -101663.429688 Penalty: 2153.683105
	Iteration 2F: 3 clusters Score -101663.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -101912.156250 Penalty: 2153.683105
	Iteration 3F: 3 clusters Score -101912.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -102105.171875 Penalty: 2153.683105
	Iteration 4F: 3 clusters Score -102105.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -102255.273438 Penalty: 2153.683105
	Iteration 5Q: 3 clusters Score -102255.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -102337.539062 Penalty: 2153.683105
	Iteration 6Q: 3 clusters Score -102337.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -102360.351562 Penalty: 2153.683105
	Iteration 7Q: 3 clusters Score -102360.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -102380.656250 Penalty: 2153.683105
	Iteration 8Q: 3 clusters Score -102380.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -102401.718750 Penalty: 2153.683105
	Iteration 9Q: 3 clusters Score -102401.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -102420.804688 Penalty: 2153.683105
	Iteration 10Q: 3 clusters Score -102420.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -102443.617188 Penalty: 2153.683105
	Iteration 11Q: 3 clusters Score -102443.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -102460.070312 Penalty: 2153.683105
	Iteration 12Q: 3 clusters Score -102460.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -102475.546875 Penalty: 2153.683105
	Iteration 13Q: 3 clusters Score -102475.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -102484.031250 Penalty: 2153.683105
	Iteration 14Q: 3 clusters Score -102484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -102491.093750 Penalty: 2153.683105
	Iteration 15Q: 3 clusters Score -102491.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102496.343750 Penalty: 2153.683105
	Iteration 16Q: 3 clusters Score -102496.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -102502.296875 Penalty: 2153.683105
	Iteration 17Q: 3 clusters Score -102502.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -102505.921875 Penalty: 2153.683105
	Iteration 18Q: 3 clusters Score -102505.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -102508.546875 Penalty: 2153.683105
	Iteration 19Q: 3 clusters Score -102508.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -102508.546875 Penalty: 2153.683105
	Iteration 20F: 3 clusters Score -102508.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14168 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19578 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 464 members 
Mstep: Class 21 contains 19666 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19798 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15247 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6764 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5385 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18965 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15153 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16646 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15769 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23159 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6926 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6653 members 
Mstep: Class 79 contains 20516 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19098 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7864 members 
Entering Unmasked Estep 
Score: -85942528.000000 Penalty: 185964.312500
Splitting cluster 13 changes total score from -85943368.000000 to -85942528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Entering Unmasked Estep 
Score: -319771.312500 Penalty: 1259.334961
	Iteration 0F: 2 clusters Score -319771.3 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 1178 members 
Entering Unmasked Estep 
Score: -317496.437500 Penalty: 2518.669922
	Iteration 0F: 3 clusters Score -317496.4 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -318079.875000 Penalty: 2518.669922
	Iteration 1F: 3 clusters Score -318079.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -318248.062500 Penalty: 2518.669922
	Iteration 2F: 3 clusters Score -318248.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -318350.718750 Penalty: 2518.669922
	Iteration 3F: 3 clusters Score -318350.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -318430.468750 Penalty: 2518.669922
	Iteration 4Q: 3 clusters Score -318430.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -318475.812500 Penalty: 2518.669922
	Iteration 5Q: 3 clusters Score -318475.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -318520.406250 Penalty: 2518.669922
	Iteration 6Q: 3 clusters Score -318520.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -318573.406250 Penalty: 2518.669922
	Iteration 7Q: 3 clusters Score -318573.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -318639.562500 Penalty: 2518.669922
	Iteration 8Q: 3 clusters Score -318639.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -318686.687500 Penalty: 2518.669922
	Iteration 9Q: 3 clusters Score -318686.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -318736.843750 Penalty: 2518.669922
	Iteration 10Q: 3 clusters Score -318736.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -318803.593750 Penalty: 2518.669922
	Iteration 11Q: 3 clusters Score -318803.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -318876.093750 Penalty: 2518.669922
	Iteration 12Q: 3 clusters Score -318876.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -318974.875000 Penalty: 2518.669922
	Iteration 13Q: 3 clusters Score -318974.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -319053.750000 Penalty: 2518.669922
	Iteration 14Q: 3 clusters Score -319053.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -319119.562500 Penalty: 2518.669922
	Iteration 15Q: 3 clusters Score -319119.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -319169.343750 Penalty: 2518.669922
	Iteration 16Q: 3 clusters Score -319169.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -319196.000000 Penalty: 2518.669922
	Iteration 17Q: 3 clusters Score -319196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -319228.093750 Penalty: 2518.669922
	Iteration 18Q: 3 clusters Score -319228.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -319245.187500 Penalty: 2518.669922
	Iteration 19Q: 3 clusters Score -319245.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -319256.312500 Penalty: 2518.669922
	Iteration 20F: 3 clusters Score -319256.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -319263.968750 Penalty: 2518.669922
	Iteration 21Q: 3 clusters Score -319264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -319270.031250 Penalty: 2518.669922
	Iteration 22Q: 3 clusters Score -319270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -319273.468750 Penalty: 2518.669922
	Iteration 23Q: 3 clusters Score -319273.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -319277.312500 Penalty: 2518.669922
	Iteration 24Q: 3 clusters Score -319277.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -319280.843750 Penalty: 2518.669922
	Iteration 25Q: 3 clusters Score -319280.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -319282.312500 Penalty: 2518.669922
	Iteration 26Q: 3 clusters Score -319282.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -319282.968750 Penalty: 2518.669922
	Iteration 27Q: 3 clusters Score -319283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -319284.281250 Penalty: 2518.669922
	Iteration 28Q: 3 clusters Score -319284.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -319284.281250 Penalty: 2518.669922
	Iteration 29Q: 3 clusters Score -319284.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -319284.343750 Penalty: 2518.669922
	Iteration 30Q: 3 clusters Score -319284.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -319284.687500 Penalty: 2518.669922
	Iteration 31Q: 3 clusters Score -319284.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -319285.375000 Penalty: 2518.669922
	Iteration 32Q: 3 clusters Score -319285.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -319285.312500 Penalty: 2518.669922
	Iteration 33Q: 3 clusters Score -319285.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -319286.187500 Penalty: 2518.669922
	Iteration 34Q: 3 clusters Score -319286.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -319286.468750 Penalty: 2518.669922
	Iteration 35Q: 3 clusters Score -319286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -319286.343750 Penalty: 2518.669922
	Iteration 36Q: 3 clusters Score -319286.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -319286.343750 Penalty: 2518.669922
	Iteration 37F: 3 clusters Score -319286.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Entering Unmasked Estep 
Score: -251160.953125 Penalty: 1225.609741
	Iteration 0F: 2 clusters Score -251161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -249169.703125 Penalty: 2451.219482
	Iteration 0F: 3 clusters Score -249169.7 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -249702.453125 Penalty: 2451.219482
	Iteration 1F: 3 clusters Score -249702.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -249896.296875 Penalty: 2451.219482
	Iteration 2F: 3 clusters Score -249896.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -250067.453125 Penalty: 2451.219482
	Iteration 3F: 3 clusters Score -250067.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -250227.281250 Penalty: 2451.219482
	Iteration 4F: 3 clusters Score -250227.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -250336.453125 Penalty: 2451.219482
	Iteration 5F: 3 clusters Score -250336.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -250402.687500 Penalty: 2451.219482
	Iteration 6Q: 3 clusters Score -250402.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -250457.671875 Penalty: 2451.219482
	Iteration 7Q: 3 clusters Score -250457.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -250484.671875 Penalty: 2451.219482
	Iteration 8Q: 3 clusters Score -250484.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -250505.453125 Penalty: 2451.219482
	Iteration 9Q: 3 clusters Score -250505.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -250529.343750 Penalty: 2451.219482
	Iteration 10Q: 3 clusters Score -250529.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -250564.531250 Penalty: 2451.219482
	Iteration 11Q: 3 clusters Score -250564.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -250605.140625 Penalty: 2451.219482
	Iteration 12Q: 3 clusters Score -250605.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -250656.625000 Penalty: 2451.219482
	Iteration 13Q: 3 clusters Score -250656.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -250718.625000 Penalty: 2451.219482
	Iteration 14Q: 3 clusters Score -250718.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -250803.046875 Penalty: 2451.219482
	Iteration 15Q: 3 clusters Score -250803 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -250942.796875 Penalty: 2451.219482
	Iteration 16Q: 3 clusters Score -250942.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -251017.078125 Penalty: 2451.219482
	Iteration 17Q: 3 clusters Score -251017.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -251046.156250 Penalty: 2451.219482
	Iteration 18Q: 3 clusters Score -251046.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -251060.359375 Penalty: 2451.219482
	Iteration 19Q: 3 clusters Score -251060.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -251067.515625 Penalty: 2451.219482
	Iteration 20F: 3 clusters Score -251067.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -251076.468750 Penalty: 2451.219482
	Iteration 21Q: 3 clusters Score -251076.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -251079.718750 Penalty: 2451.219482
	Iteration 22Q: 3 clusters Score -251079.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -251082.281250 Penalty: 2451.219482
	Iteration 23Q: 3 clusters Score -251082.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -251084.750000 Penalty: 2451.219482
	Iteration 24Q: 3 clusters Score -251084.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -251086.781250 Penalty: 2451.219482
	Iteration 25Q: 3 clusters Score -251086.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -251091.656250 Penalty: 2451.219482
	Iteration 26Q: 3 clusters Score -251091.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -251097.562500 Penalty: 2451.219482
	Iteration 27Q: 3 clusters Score -251097.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -251101.343750 Penalty: 2451.219482
	Iteration 28Q: 3 clusters Score -251101.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -251105.640625 Penalty: 2451.219482
	Iteration 29Q: 3 clusters Score -251105.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -251108.593750 Penalty: 2451.219482
	Iteration 30Q: 3 clusters Score -251108.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -251108.546875 Penalty: 2451.219482
	Iteration 31Q: 3 clusters Score -251108.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -251109.812500 Penalty: 2451.219482
	Iteration 32Q: 3 clusters Score -251109.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -251112.125000 Penalty: 2451.219482
	Iteration 33Q: 3 clusters Score -251112.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -251113.031250 Penalty: 2451.219482
	Iteration 34Q: 3 clusters Score -251113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -251114.328125 Penalty: 2451.219482
	Iteration 35Q: 3 clusters Score -251114.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -251114.734375 Penalty: 2451.219482
	Iteration 36Q: 3 clusters Score -251114.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -251114.734375 Penalty: 2451.219482
	Iteration 37F: 3 clusters Score -251114.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Entering Unmasked Estep 
Score: -1915416.750000 Penalty: 1534.107056
	Iteration 0F: 2 clusters Score -1915417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1906727.000000 Penalty: 3068.214111
	Iteration 0F: 3 clusters Score -1906727 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1909614.125000 Penalty: 3068.214111
	Iteration 1F: 3 clusters Score -1909614 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1909862.375000 Penalty: 3068.214111
	Iteration 2F: 3 clusters Score -1909862 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1910056.750000 Penalty: 3068.214111
	Iteration 3Q: 3 clusters Score -1910057 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1910227.750000 Penalty: 3068.214111
	Iteration 4Q: 3 clusters Score -1910228 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1910355.500000 Penalty: 3068.214111
	Iteration 5Q: 3 clusters Score -1910356 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1910483.375000 Penalty: 3068.214111
	Iteration 6Q: 3 clusters Score -1910483 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1910598.875000 Penalty: 3068.214111
	Iteration 7Q: 3 clusters Score -1910599 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1910691.500000 Penalty: 3068.214111
	Iteration 8Q: 3 clusters Score -1910692 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1910781.250000 Penalty: 3068.214111
	Iteration 9Q: 3 clusters Score -1910781 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1910872.250000 Penalty: 3068.214111
	Iteration 10Q: 3 clusters Score -1910872 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1910949.625000 Penalty: 3068.214111
	Iteration 11Q: 3 clusters Score -1910950 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1911025.125000 Penalty: 3068.214111
	Iteration 12Q: 3 clusters Score -1911025 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1911096.750000 Penalty: 3068.214111
	Iteration 13Q: 3 clusters Score -1911097 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1911180.250000 Penalty: 3068.214111
	Iteration 14Q: 3 clusters Score -1911180 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1911259.375000 Penalty: 3068.214111
	Iteration 15Q: 3 clusters Score -1911259 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1911350.000000 Penalty: 3068.214111
	Iteration 16Q: 3 clusters Score -1911350 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1911452.750000 Penalty: 3068.214111
	Iteration 17Q: 3 clusters Score -1911453 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1911572.625000 Penalty: 3068.214111
	Iteration 18Q: 3 clusters Score -1911573 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1911717.625000 Penalty: 3068.214111
	Iteration 19Q: 3 clusters Score -1911718 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1911868.250000 Penalty: 3068.214111
	Iteration 20F: 3 clusters Score -1911868 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1912041.250000 Penalty: 3068.214111
	Iteration 21Q: 3 clusters Score -1912041 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1912203.625000 Penalty: 3068.214111
	Iteration 22Q: 3 clusters Score -1912204 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1912305.125000 Penalty: 3068.214111
	Iteration 23Q: 3 clusters Score -1912305 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1912372.875000 Penalty: 3068.214111
	Iteration 24Q: 3 clusters Score -1912373 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1912419.625000 Penalty: 3068.214111
	Iteration 25Q: 3 clusters Score -1912420 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1912466.500000 Penalty: 3068.214111
	Iteration 26Q: 3 clusters Score -1912466 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1912500.625000 Penalty: 3068.214111
	Iteration 27Q: 3 clusters Score -1912501 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1912530.875000 Penalty: 3068.214111
	Iteration 28Q: 3 clusters Score -1912531 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1912563.375000 Penalty: 3068.214111
	Iteration 29Q: 3 clusters Score -1912563 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1912587.625000 Penalty: 3068.214111
	Iteration 30Q: 3 clusters Score -1912588 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1912618.375000 Penalty: 3068.214111
	Iteration 31Q: 3 clusters Score -1912618 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1912649.000000 Penalty: 3068.214111
	Iteration 32Q: 3 clusters Score -1912649 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1912678.125000 Penalty: 3068.214111
	Iteration 33Q: 3 clusters Score -1912678 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1912701.250000 Penalty: 3068.214111
	Iteration 34Q: 3 clusters Score -1912701 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1912740.000000 Penalty: 3068.214111
	Iteration 35Q: 3 clusters Score -1912740 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1912769.125000 Penalty: 3068.214111
	Iteration 36Q: 3 clusters Score -1912769 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1912819.875000 Penalty: 3068.214111
	Iteration 37Q: 3 clusters Score -1912820 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1912884.125000 Penalty: 3068.214111
	Iteration 38Q: 3 clusters Score -1912884 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1912930.500000 Penalty: 3068.214111
	Iteration 39Q: 3 clusters Score -1912930 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1912976.375000 Penalty: 3068.214111
	Iteration 40F: 3 clusters Score -1912976 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1913027.250000 Penalty: 3068.214111
	Iteration 41Q: 3 clusters Score -1913027 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1913078.000000 Penalty: 3068.214111
	Iteration 42Q: 3 clusters Score -1913078 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1913129.375000 Penalty: 3068.214111
	Iteration 43Q: 3 clusters Score -1913129 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1913168.375000 Penalty: 3068.214111
	Iteration 44Q: 3 clusters Score -1913168 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1913201.500000 Penalty: 3068.214111
	Iteration 45Q: 3 clusters Score -1913202 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1913226.875000 Penalty: 3068.214111
	Iteration 46Q: 3 clusters Score -1913227 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1913247.750000 Penalty: 3068.214111
	Iteration 47Q: 3 clusters Score -1913248 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1913282.375000 Penalty: 3068.214111
	Iteration 48Q: 3 clusters Score -1913282 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1913294.750000 Penalty: 3068.214111
	Iteration 49Q: 3 clusters Score -1913295 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1913313.500000 Penalty: 3068.214111
	Iteration 50Q: 3 clusters Score -1913314 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1913329.750000 Penalty: 3068.214111
	Iteration 51Q: 3 clusters Score -1913330 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1913341.375000 Penalty: 3068.214111
	Iteration 52Q: 3 clusters Score -1913341 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1913347.500000 Penalty: 3068.214111
	Iteration 53Q: 3 clusters Score -1913348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1913355.500000 Penalty: 3068.214111
	Iteration 54Q: 3 clusters Score -1913356 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1913363.375000 Penalty: 3068.214111
	Iteration 55Q: 3 clusters Score -1913363 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1913372.750000 Penalty: 3068.214111
	Iteration 56Q: 3 clusters Score -1913373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1913383.125000 Penalty: 3068.214111
	Iteration 57Q: 3 clusters Score -1913383 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1913384.750000 Penalty: 3068.214111
	Iteration 58Q: 3 clusters Score -1913385 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1913397.750000 Penalty: 3068.214111
	Iteration 59Q: 3 clusters Score -1913398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1913398.500000 Penalty: 3068.214111
	Iteration 60F: 3 clusters Score -1913398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1913402.375000 Penalty: 3068.214111
	Iteration 61Q: 3 clusters Score -1913402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1913402.125000 Penalty: 3068.214111
	Iteration 62Q: 3 clusters Score -1913402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1913406.125000 Penalty: 3068.214111
	Iteration 63Q: 3 clusters Score -1913406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1913405.625000 Penalty: 3068.214111
	Iteration 64Q: 3 clusters Score -1913406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1913407.750000 Penalty: 3068.214111
	Iteration 65Q: 3 clusters Score -1913408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1913411.625000 Penalty: 3068.214111
	Iteration 66Q: 3 clusters Score -1913412 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1913410.125000 Penalty: 3068.214111
	Iteration 67Q: 3 clusters Score -1913410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1913410.375000 Penalty: 3068.214111
	Iteration 68Q: 3 clusters Score -1913410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1913408.750000 Penalty: 3068.214111
	Iteration 69Q: 3 clusters Score -1913409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1913411.125000 Penalty: 3068.214111
	Iteration 70Q: 3 clusters Score -1913411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1913416.625000 Penalty: 3068.214111
	Iteration 71Q: 3 clusters Score -1913417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1913415.750000 Penalty: 3068.214111
	Iteration 72Q: 3 clusters Score -1913416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1913419.875000 Penalty: 3068.214111
	Iteration 73Q: 3 clusters Score -1913420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1913416.250000 Penalty: 3068.214111
	Iteration 74Q: 3 clusters Score -1913416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1913421.875000 Penalty: 3068.214111
	Iteration 75Q: 3 clusters Score -1913422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1913425.500000 Penalty: 3068.214111
	Iteration 76Q: 3 clusters Score -1913426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1913424.625000 Penalty: 3068.214111
	Iteration 77Q: 3 clusters Score -1913425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1913431.000000 Penalty: 3068.214111
	Iteration 78Q: 3 clusters Score -1913431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1913430.500000 Penalty: 3068.214111
	Iteration 79Q: 3 clusters Score -1913430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1913430.750000 Penalty: 3068.214111
	Iteration 80F: 3 clusters Score -1913431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1913431.625000 Penalty: 3068.214111
	Iteration 81Q: 3 clusters Score -1913432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1913438.625000 Penalty: 3068.214111
	Iteration 82Q: 3 clusters Score -1913439 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1913437.000000 Penalty: 3068.214111
	Iteration 83Q: 3 clusters Score -1913437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1913439.625000 Penalty: 3068.214111
	Iteration 84Q: 3 clusters Score -1913440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1913445.000000 Penalty: 3068.214111
	Iteration 85Q: 3 clusters Score -1913445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1913452.750000 Penalty: 3068.214111
	Iteration 86Q: 3 clusters Score -1913453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1913452.500000 Penalty: 3068.214111
	Iteration 87Q: 3 clusters Score -1913452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1913452.000000 Penalty: 3068.214111
	Iteration 88Q: 3 clusters Score -1913452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1913454.125000 Penalty: 3068.214111
	Iteration 89Q: 3 clusters Score -1913454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1913462.000000 Penalty: 3068.214111
	Iteration 90Q: 3 clusters Score -1913462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1913463.375000 Penalty: 3068.214111
	Iteration 91Q: 3 clusters Score -1913463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1913466.625000 Penalty: 3068.214111
	Iteration 92Q: 3 clusters Score -1913467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1913468.000000 Penalty: 3068.214111
	Iteration 93Q: 3 clusters Score -1913468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1913469.875000 Penalty: 3068.214111
	Iteration 94Q: 3 clusters Score -1913470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1913478.250000 Penalty: 3068.214111
	Iteration 95Q: 3 clusters Score -1913478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1913477.625000 Penalty: 3068.214111
	Iteration 96Q: 3 clusters Score -1913478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1913480.000000 Penalty: 3068.214111
	Iteration 97Q: 3 clusters Score -1913480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1913478.625000 Penalty: 3068.214111
	Iteration 98Q: 3 clusters Score -1913479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1913479.125000 Penalty: 3068.214111
	Iteration 99Q: 3 clusters Score -1913479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1913480.625000 Penalty: 3068.214111
	Iteration 100F: 3 clusters Score -1913481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1913482.375000 Penalty: 3068.214111
	Iteration 101Q: 3 clusters Score -1913482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1913484.125000 Penalty: 3068.214111
	Iteration 102Q: 3 clusters Score -1913484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1913486.000000 Penalty: 3068.214111
	Iteration 103Q: 3 clusters Score -1913486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1913488.500000 Penalty: 3068.214111
	Iteration 104Q: 3 clusters Score -1913488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1913498.500000 Penalty: 3068.214111
	Iteration 105Q: 3 clusters Score -1913498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1913498.250000 Penalty: 3068.214111
	Iteration 106Q: 3 clusters Score -1913498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1913505.250000 Penalty: 3068.214111
	Iteration 107Q: 3 clusters Score -1913505 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1913519.625000 Penalty: 3068.214111
	Iteration 108Q: 3 clusters Score -1913520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1913533.250000 Penalty: 3068.214111
	Iteration 109Q: 3 clusters Score -1913533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1913539.125000 Penalty: 3068.214111
	Iteration 110Q: 3 clusters Score -1913539 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1913551.875000 Penalty: 3068.214111
	Iteration 111Q: 3 clusters Score -1913552 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1913564.250000 Penalty: 3068.214111
	Iteration 112Q: 3 clusters Score -1913564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1913576.625000 Penalty: 3068.214111
	Iteration 113Q: 3 clusters Score -1913577 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1913602.500000 Penalty: 3068.214111
	Iteration 114Q: 3 clusters Score -1913602 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1913617.125000 Penalty: 3068.214111
	Iteration 115Q: 3 clusters Score -1913617 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1913636.125000 Penalty: 3068.214111
	Iteration 116Q: 3 clusters Score -1913636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1913647.125000 Penalty: 3068.214111
	Iteration 117Q: 3 clusters Score -1913647 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1913660.375000 Penalty: 3068.214111
	Iteration 118Q: 3 clusters Score -1913660 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1913668.625000 Penalty: 3068.214111
	Iteration 119Q: 3 clusters Score -1913669 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1913690.000000 Penalty: 3068.214111
	Iteration 120F: 3 clusters Score -1913690 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1913706.375000 Penalty: 3068.214111
	Iteration 121Q: 3 clusters Score -1913706 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1913724.000000 Penalty: 3068.214111
	Iteration 122Q: 3 clusters Score -1913724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1913739.750000 Penalty: 3068.214111
	Iteration 123Q: 3 clusters Score -1913740 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1913748.750000 Penalty: 3068.214111
	Iteration 124Q: 3 clusters Score -1913749 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1913770.125000 Penalty: 3068.214111
	Iteration 125Q: 3 clusters Score -1913770 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1913786.875000 Penalty: 3068.214111
	Iteration 126Q: 3 clusters Score -1913787 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1913796.500000 Penalty: 3068.214111
	Iteration 127Q: 3 clusters Score -1913796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1913809.375000 Penalty: 3068.214111
	Iteration 128Q: 3 clusters Score -1913809 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1913824.750000 Penalty: 3068.214111
	Iteration 129Q: 3 clusters Score -1913825 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1913842.000000 Penalty: 3068.214111
	Iteration 130Q: 3 clusters Score -1913842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1913855.250000 Penalty: 3068.214111
	Iteration 131Q: 3 clusters Score -1913855 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1913868.125000 Penalty: 3068.214111
	Iteration 132Q: 3 clusters Score -1913868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1913877.750000 Penalty: 3068.214111
	Iteration 133Q: 3 clusters Score -1913878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1913885.125000 Penalty: 3068.214111
	Iteration 134Q: 3 clusters Score -1913885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1913891.500000 Penalty: 3068.214111
	Iteration 135Q: 3 clusters Score -1913892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1913903.500000 Penalty: 3068.214111
	Iteration 136Q: 3 clusters Score -1913904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1913910.500000 Penalty: 3068.214111
	Iteration 137Q: 3 clusters Score -1913910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1913920.250000 Penalty: 3068.214111
	Iteration 138Q: 3 clusters Score -1913920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1913932.250000 Penalty: 3068.214111
	Iteration 139Q: 3 clusters Score -1913932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1913941.000000 Penalty: 3068.214111
	Iteration 140F: 3 clusters Score -1913941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1913946.875000 Penalty: 3068.214111
	Iteration 141Q: 3 clusters Score -1913947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1913949.875000 Penalty: 3068.214111
	Iteration 142Q: 3 clusters Score -1913950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1913951.750000 Penalty: 3068.214111
	Iteration 143Q: 3 clusters Score -1913952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1913959.750000 Penalty: 3068.214111
	Iteration 144Q: 3 clusters Score -1913960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1913963.750000 Penalty: 3068.214111
	Iteration 145Q: 3 clusters Score -1913964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1913965.625000 Penalty: 3068.214111
	Iteration 146Q: 3 clusters Score -1913966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1913971.750000 Penalty: 3068.214111
	Iteration 147Q: 3 clusters Score -1913972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1913973.125000 Penalty: 3068.214111
	Iteration 148Q: 3 clusters Score -1913973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1913972.500000 Penalty: 3068.214111
	Iteration 149Q: 3 clusters Score -1913972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1913975.000000 Penalty: 3068.214111
	Iteration 150Q: 3 clusters Score -1913975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1913980.000000 Penalty: 3068.214111
	Iteration 151Q: 3 clusters Score -1913980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1913979.750000 Penalty: 3068.214111
	Iteration 152Q: 3 clusters Score -1913980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1913979.250000 Penalty: 3068.214111
	Iteration 153Q: 3 clusters Score -1913979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1913979.625000 Penalty: 3068.214111
	Iteration 154Q: 3 clusters Score -1913980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1913979.375000 Penalty: 3068.214111
	Iteration 155Q: 3 clusters Score -1913979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1913980.125000 Penalty: 3068.214111
	Iteration 156Q: 3 clusters Score -1913980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1913980.375000 Penalty: 3068.214111
	Iteration 157Q: 3 clusters Score -1913980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1913982.875000 Penalty: 3068.214111
	Iteration 158Q: 3 clusters Score -1913983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1913983.250000 Penalty: 3068.214111
	Iteration 159Q: 3 clusters Score -1913983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1913987.000000 Penalty: 3068.214111
	Iteration 160F: 3 clusters Score -1913987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1913990.625000 Penalty: 3068.214111
	Iteration 161Q: 3 clusters Score -1913991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1913991.250000 Penalty: 3068.214111
	Iteration 162Q: 3 clusters Score -1913991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1913992.500000 Penalty: 3068.214111
	Iteration 163Q: 3 clusters Score -1913992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1913994.125000 Penalty: 3068.214111
	Iteration 164Q: 3 clusters Score -1913994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1913995.125000 Penalty: 3068.214111
	Iteration 165Q: 3 clusters Score -1913995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1913996.375000 Penalty: 3068.214111
	Iteration 166Q: 3 clusters Score -1913996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1913999.500000 Penalty: 3068.214111
	Iteration 167Q: 3 clusters Score -1914000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1914001.000000 Penalty: 3068.214111
	Iteration 168Q: 3 clusters Score -1914001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1914002.500000 Penalty: 3068.214111
	Iteration 169Q: 3 clusters Score -1914002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1914003.500000 Penalty: 3068.214111
	Iteration 170Q: 3 clusters Score -1914004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1914005.125000 Penalty: 3068.214111
	Iteration 171Q: 3 clusters Score -1914005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1914002.625000 Penalty: 3068.214111
	Iteration 172Q: 3 clusters Score -1914003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1914006.625000 Penalty: 3068.214111
	Iteration 173Q: 3 clusters Score -1914007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1914009.875000 Penalty: 3068.214111
	Iteration 174Q: 3 clusters Score -1914010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1914015.750000 Penalty: 3068.214111
	Iteration 175Q: 3 clusters Score -1914016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1914017.750000 Penalty: 3068.214111
	Iteration 176Q: 3 clusters Score -1914018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1914020.750000 Penalty: 3068.214111
	Iteration 177Q: 3 clusters Score -1914021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1914023.500000 Penalty: 3068.214111
	Iteration 178Q: 3 clusters Score -1914024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1914023.375000 Penalty: 3068.214111
	Iteration 179Q: 3 clusters Score -1914023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1914025.250000 Penalty: 3068.214111
	Iteration 180F: 3 clusters Score -1914025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1914022.875000 Penalty: 3068.214111
	Iteration 181Q: 3 clusters Score -1914023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1914026.875000 Penalty: 3068.214111
	Iteration 182Q: 3 clusters Score -1914027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1914026.875000 Penalty: 3068.214111
	Iteration 183F: 3 clusters Score -1914027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Entering Unmasked Estep 
Score: -212685.421875 Penalty: 1193.306763
	Iteration 0F: 2 clusters Score -212685.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -210921.859375 Penalty: 2386.613525
	Iteration 0F: 3 clusters Score -210921.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -211318.734375 Penalty: 2386.613525
	Iteration 1F: 3 clusters Score -211318.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -211512.437500 Penalty: 2386.613525
	Iteration 2F: 3 clusters Score -211512.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -211670.562500 Penalty: 2386.613525
	Iteration 3F: 3 clusters Score -211670.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -211829.796875 Penalty: 2386.613525
	Iteration 4F: 3 clusters Score -211829.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -211990.406250 Penalty: 2386.613525
	Iteration 5F: 3 clusters Score -211990.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -212193.937500 Penalty: 2386.613525
	Iteration 6F: 3 clusters Score -212193.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -212403.453125 Penalty: 2386.613525
	Iteration 7F: 3 clusters Score -212403.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -212503.421875 Penalty: 2386.613525
	Iteration 8Q: 3 clusters Score -212503.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -212577.109375 Penalty: 2386.613525
	Iteration 9Q: 3 clusters Score -212577.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -212626.312500 Penalty: 2386.613525
	Iteration 10Q: 3 clusters Score -212626.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -212649.031250 Penalty: 2386.613525
	Iteration 11Q: 3 clusters Score -212649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -212657.078125 Penalty: 2386.613525
	Iteration 12Q: 3 clusters Score -212657.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -212664.781250 Penalty: 2386.613525
	Iteration 13Q: 3 clusters Score -212664.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -212669.609375 Penalty: 2386.613525
	Iteration 14Q: 3 clusters Score -212669.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -212673.328125 Penalty: 2386.613525
	Iteration 15Q: 3 clusters Score -212673.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -212673.906250 Penalty: 2386.613525
	Iteration 16Q: 3 clusters Score -212673.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -212673.906250 Penalty: 2386.613525
	Iteration 17F: 3 clusters Score -212673.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Entering Unmasked Estep 
Score: -2999573.000000 Penalty: 1605.851318
	Iteration 0F: 2 clusters Score -2999573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2986995.500000 Penalty: 3211.702637
	Iteration 0F: 3 clusters Score -2986996 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2991871.500000 Penalty: 3211.702637
	Iteration 1F: 3 clusters Score -2991872 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2992432.750000 Penalty: 3211.702637
	Iteration 2F: 3 clusters Score -2992433 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2993156.750000 Penalty: 3211.702637
	Iteration 3F: 3 clusters Score -2993157 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2994079.500000 Penalty: 3211.702637
	Iteration 4F: 3 clusters Score -2994080 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2995250.750000 Penalty: 3211.702637
	Iteration 5F: 3 clusters Score -2995251 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2996391.500000 Penalty: 3211.702637
	Iteration 6F: 3 clusters Score -2996392 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2997222.750000 Penalty: 3211.702637
	Iteration 7Q: 3 clusters Score -2997223 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2997712.750000 Penalty: 3211.702637
	Iteration 8Q: 3 clusters Score -2997713 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2997938.500000 Penalty: 3211.702637
	Iteration 9Q: 3 clusters Score -2997938 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2998051.750000 Penalty: 3211.702637
	Iteration 10Q: 3 clusters Score -2998052 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2998108.750000 Penalty: 3211.702637
	Iteration 11Q: 3 clusters Score -2998109 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2998144.750000 Penalty: 3211.702637
	Iteration 12Q: 3 clusters Score -2998145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2998173.500000 Penalty: 3211.702637
	Iteration 13Q: 3 clusters Score -2998174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2998188.500000 Penalty: 3211.702637
	Iteration 14Q: 3 clusters Score -2998188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2998197.000000 Penalty: 3211.702637
	Iteration 15Q: 3 clusters Score -2998197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2998201.250000 Penalty: 3211.702637
	Iteration 16Q: 3 clusters Score -2998201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2998202.500000 Penalty: 3211.702637
	Iteration 17Q: 3 clusters Score -2998202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2998205.500000 Penalty: 3211.702637
	Iteration 18Q: 3 clusters Score -2998206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2998210.000000 Penalty: 3211.702637
	Iteration 19Q: 3 clusters Score -2998210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2998212.500000 Penalty: 3211.702637
	Iteration 20F: 3 clusters Score -2998212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2998215.500000 Penalty: 3211.702637
	Iteration 21Q: 3 clusters Score -2998216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2998215.500000 Penalty: 3211.702637
	Iteration 22Q: 3 clusters Score -2998216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2998215.500000 Penalty: 3211.702637
	Iteration 23F: 3 clusters Score -2998216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Entering Unmasked Estep 
Score: -150399.906250 Penalty: 1126.046509
	Iteration 0F: 2 clusters Score -150399.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -148936.359375 Penalty: 2252.093018
	Iteration 0F: 3 clusters Score -148936.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -149206.515625 Penalty: 2252.093018
	Iteration 1F: 3 clusters Score -149206.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -149275.187500 Penalty: 2252.093018
	Iteration 2F: 3 clusters Score -149275.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -149310.250000 Penalty: 2252.093018
	Iteration 3Q: 3 clusters Score -149310.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -149347.421875 Penalty: 2252.093018
	Iteration 4Q: 3 clusters Score -149347.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -149367.468750 Penalty: 2252.093018
	Iteration 5Q: 3 clusters Score -149367.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -149380.875000 Penalty: 2252.093018
	Iteration 6Q: 3 clusters Score -149380.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -149387.921875 Penalty: 2252.093018
	Iteration 7Q: 3 clusters Score -149387.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -149394.078125 Penalty: 2252.093018
	Iteration 8Q: 3 clusters Score -149394.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -149401.593750 Penalty: 2252.093018
	Iteration 9Q: 3 clusters Score -149401.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -149413.921875 Penalty: 2252.093018
	Iteration 10Q: 3 clusters Score -149413.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -149432.718750 Penalty: 2252.093018
	Iteration 11Q: 3 clusters Score -149432.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -149443.234375 Penalty: 2252.093018
	Iteration 12Q: 3 clusters Score -149443.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -149451.203125 Penalty: 2252.093018
	Iteration 13Q: 3 clusters Score -149451.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -149458.000000 Penalty: 2252.093018
	Iteration 14Q: 3 clusters Score -149458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -149465.796875 Penalty: 2252.093018
	Iteration 15Q: 3 clusters Score -149465.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -149470.843750 Penalty: 2252.093018
	Iteration 16Q: 3 clusters Score -149470.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -149473.796875 Penalty: 2252.093018
	Iteration 17Q: 3 clusters Score -149473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -149473.843750 Penalty: 2252.093018
	Iteration 18Q: 3 clusters Score -149473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -149473.843750 Penalty: 2252.093018
	Iteration 19F: 3 clusters Score -149473.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -3008703.250000 Penalty: 1606.580078
	Iteration 0F: 2 clusters Score -3008703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2996469.500000 Penalty: 3213.160156
	Iteration 0F: 3 clusters Score -2996470 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3001378.500000 Penalty: 3213.160156
	Iteration 1F: 3 clusters Score -3001378 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -3001832.750000 Penalty: 3213.160156
	Iteration 2F: 3 clusters Score -3001833 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -3002229.500000 Penalty: 3213.160156
	Iteration 3F: 3 clusters Score -3002230 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -3002643.000000 Penalty: 3213.160156
	Iteration 4F: 3 clusters Score -3002643 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3002969.500000 Penalty: 3213.160156
	Iteration 5Q: 3 clusters Score -3002970 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -3003270.750000 Penalty: 3213.160156
	Iteration 6Q: 3 clusters Score -3003271 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -3003525.000000 Penalty: 3213.160156
	Iteration 7Q: 3 clusters Score -3003525 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3003761.750000 Penalty: 3213.160156
	Iteration 8Q: 3 clusters Score -3003762 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -3003967.750000 Penalty: 3213.160156
	Iteration 9Q: 3 clusters Score -3003968 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -3004142.000000 Penalty: 3213.160156
	Iteration 10Q: 3 clusters Score -3004142 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -3004241.000000 Penalty: 3213.160156
	Iteration 11Q: 3 clusters Score -3004241 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -3004340.000000 Penalty: 3213.160156
	Iteration 12Q: 3 clusters Score -3004340 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -3004430.500000 Penalty: 3213.160156
	Iteration 13Q: 3 clusters Score -3004430 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -3004508.750000 Penalty: 3213.160156
	Iteration 14Q: 3 clusters Score -3004509 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3004607.500000 Penalty: 3213.160156
	Iteration 15Q: 3 clusters Score -3004608 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -3004730.250000 Penalty: 3213.160156
	Iteration 16Q: 3 clusters Score -3004730 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -3004864.250000 Penalty: 3213.160156
	Iteration 17Q: 3 clusters Score -3004864 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -3005019.000000 Penalty: 3213.160156
	Iteration 18Q: 3 clusters Score -3005019 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -3005177.000000 Penalty: 3213.160156
	Iteration 19Q: 3 clusters Score -3005177 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -3005305.250000 Penalty: 3213.160156
	Iteration 20F: 3 clusters Score -3005305 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -3005406.500000 Penalty: 3213.160156
	Iteration 21Q: 3 clusters Score -3005406 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -3005475.250000 Penalty: 3213.160156
	Iteration 22Q: 3 clusters Score -3005475 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -3005513.500000 Penalty: 3213.160156
	Iteration 23Q: 3 clusters Score -3005514 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -3005526.250000 Penalty: 3213.160156
	Iteration 24Q: 3 clusters Score -3005526 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -3005539.500000 Penalty: 3213.160156
	Iteration 25Q: 3 clusters Score -3005540 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -3005557.000000 Penalty: 3213.160156
	Iteration 26Q: 3 clusters Score -3005557 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -3005567.250000 Penalty: 3213.160156
	Iteration 27Q: 3 clusters Score -3005567 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3005574.000000 Penalty: 3213.160156
	Iteration 28Q: 3 clusters Score -3005574 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -3005583.500000 Penalty: 3213.160156
	Iteration 29Q: 3 clusters Score -3005584 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -3005583.000000 Penalty: 3213.160156
	Iteration 30Q: 3 clusters Score -3005583 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -3005591.250000 Penalty: 3213.160156
	Iteration 31Q: 3 clusters Score -3005591 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -3005592.250000 Penalty: 3213.160156
	Iteration 32Q: 3 clusters Score -3005592 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -3005601.000000 Penalty: 3213.160156
	Iteration 33Q: 3 clusters Score -3005601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -3005596.500000 Penalty: 3213.160156
	Iteration 34Q: 3 clusters Score -3005596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -3005608.750000 Penalty: 3213.160156
	Iteration 35Q: 3 clusters Score -3005609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -3005612.000000 Penalty: 3213.160156
	Iteration 36Q: 3 clusters Score -3005612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -3005610.500000 Penalty: 3213.160156
	Iteration 37Q: 3 clusters Score -3005610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -3005614.000000 Penalty: 3213.160156
	Iteration 38Q: 3 clusters Score -3005614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -3005612.250000 Penalty: 3213.160156
	Iteration 39Q: 3 clusters Score -3005612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -3005604.750000 Penalty: 3213.160156
	Iteration 40F: 3 clusters Score -3005605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -3005611.750000 Penalty: 3213.160156
	Iteration 41Q: 3 clusters Score -3005612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -3005619.000000 Penalty: 3213.160156
	Iteration 42Q: 3 clusters Score -3005619 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -3005619.250000 Penalty: 3213.160156
	Iteration 43Q: 3 clusters Score -3005619 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -3005614.750000 Penalty: 3213.160156
	Iteration 44Q: 3 clusters Score -3005615 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -3005613.750000 Penalty: 3213.160156
	Iteration 45Q: 3 clusters Score -3005614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -3005611.500000 Penalty: 3213.160156
	Iteration 46Q: 3 clusters Score -3005612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -3005613.500000 Penalty: 3213.160156
	Iteration 47Q: 3 clusters Score -3005614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -3005620.250000 Penalty: 3213.160156
	Iteration 48Q: 3 clusters Score -3005620 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3005625.250000 Penalty: 3213.160156
	Iteration 49Q: 3 clusters Score -3005625 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -3005630.000000 Penalty: 3213.160156
	Iteration 50Q: 3 clusters Score -3005630 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -3005634.500000 Penalty: 3213.160156
	Iteration 51Q: 3 clusters Score -3005634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -3005642.000000 Penalty: 3213.160156
	Iteration 52Q: 3 clusters Score -3005642 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3005653.750000 Penalty: 3213.160156
	Iteration 53Q: 3 clusters Score -3005654 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -3005659.750000 Penalty: 3213.160156
	Iteration 54Q: 3 clusters Score -3005660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -3005672.750000 Penalty: 3213.160156
	Iteration 55Q: 3 clusters Score -3005673 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -3005691.500000 Penalty: 3213.160156
	Iteration 56Q: 3 clusters Score -3005692 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -3005726.250000 Penalty: 3213.160156
	Iteration 57Q: 3 clusters Score -3005726 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -3005745.750000 Penalty: 3213.160156
	Iteration 58Q: 3 clusters Score -3005746 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -3005768.750000 Penalty: 3213.160156
	Iteration 59Q: 3 clusters Score -3005769 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -3005790.750000 Penalty: 3213.160156
	Iteration 60F: 3 clusters Score -3005791 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -3005810.250000 Penalty: 3213.160156
	Iteration 61Q: 3 clusters Score -3005810 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3005831.750000 Penalty: 3213.160156
	Iteration 62Q: 3 clusters Score -3005832 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -3005842.750000 Penalty: 3213.160156
	Iteration 63Q: 3 clusters Score -3005843 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -3005863.750000 Penalty: 3213.160156
	Iteration 64Q: 3 clusters Score -3005864 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -3005881.000000 Penalty: 3213.160156
	Iteration 65Q: 3 clusters Score -3005881 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -3005920.000000 Penalty: 3213.160156
	Iteration 66Q: 3 clusters Score -3005920 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -3005937.000000 Penalty: 3213.160156
	Iteration 67Q: 3 clusters Score -3005937 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -3005949.500000 Penalty: 3213.160156
	Iteration 68Q: 3 clusters Score -3005950 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -3005984.500000 Penalty: 3213.160156
	Iteration 69Q: 3 clusters Score -3005984 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3006010.500000 Penalty: 3213.160156
	Iteration 70Q: 3 clusters Score -3006010 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -3006041.000000 Penalty: 3213.160156
	Iteration 71Q: 3 clusters Score -3006041 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -3006063.000000 Penalty: 3213.160156
	Iteration 72Q: 3 clusters Score -3006063 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3006104.750000 Penalty: 3213.160156
	Iteration 73Q: 3 clusters Score -3006105 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -3006164.000000 Penalty: 3213.160156
	Iteration 74Q: 3 clusters Score -3006164 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3006224.750000 Penalty: 3213.160156
	Iteration 75Q: 3 clusters Score -3006225 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -3006310.250000 Penalty: 3213.160156
	Iteration 76Q: 3 clusters Score -3006310 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3006426.000000 Penalty: 3213.160156
	Iteration 77Q: 3 clusters Score -3006426 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -3006564.500000 Penalty: 3213.160156
	Iteration 78Q: 3 clusters Score -3006564 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -3006731.250000 Penalty: 3213.160156
	Iteration 79Q: 3 clusters Score -3006731 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -3006883.500000 Penalty: 3213.160156
	Iteration 80F: 3 clusters Score -3006884 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3007070.500000 Penalty: 3213.160156
	Iteration 81Q: 3 clusters Score -3007070 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -3007260.500000 Penalty: 3213.160156
	Iteration 82Q: 3 clusters Score -3007260 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -3007466.250000 Penalty: 3213.160156
	Iteration 83Q: 3 clusters Score -3007466 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -3007602.000000 Penalty: 3213.160156
	Iteration 84Q: 3 clusters Score -3007602 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -3007681.250000 Penalty: 3213.160156
	Iteration 85Q: 3 clusters Score -3007681 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -3007751.250000 Penalty: 3213.160156
	Iteration 86Q: 3 clusters Score -3007751 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -3007792.750000 Penalty: 3213.160156
	Iteration 87Q: 3 clusters Score -3007793 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3007832.500000 Penalty: 3213.160156
	Iteration 88Q: 3 clusters Score -3007832 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -3007848.250000 Penalty: 3213.160156
	Iteration 89Q: 3 clusters Score -3007848 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -3007860.250000 Penalty: 3213.160156
	Iteration 90Q: 3 clusters Score -3007860 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -3007868.250000 Penalty: 3213.160156
	Iteration 91Q: 3 clusters Score -3007868 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -3007872.250000 Penalty: 3213.160156
	Iteration 92Q: 3 clusters Score -3007872 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -3007876.250000 Penalty: 3213.160156
	Iteration 93Q: 3 clusters Score -3007876 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -3007877.750000 Penalty: 3213.160156
	Iteration 94Q: 3 clusters Score -3007878 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3007879.000000 Penalty: 3213.160156
	Iteration 95Q: 3 clusters Score -3007879 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -3007871.500000 Penalty: 3213.160156
	Iteration 96Q: 3 clusters Score -3007872 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -3007874.500000 Penalty: 3213.160156
	Iteration 97Q: 3 clusters Score -3007874 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3007873.500000 Penalty: 3213.160156
	Iteration 98Q: 3 clusters Score -3007874 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -3007862.000000 Penalty: 3213.160156
	Iteration 99Q: 3 clusters Score -3007862 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -3007862.250000 Penalty: 3213.160156
	Iteration 100F: 3 clusters Score -3007862 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -3007865.500000 Penalty: 3213.160156
	Iteration 101Q: 3 clusters Score -3007866 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3007855.750000 Penalty: 3213.160156
	Iteration 102Q: 3 clusters Score -3007856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -3007848.000000 Penalty: 3213.160156
	Iteration 103Q: 3 clusters Score -3007848 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -3007851.500000 Penalty: 3213.160156
	Iteration 104Q: 3 clusters Score -3007852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -3007841.000000 Penalty: 3213.160156
	Iteration 105Q: 3 clusters Score -3007841 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -3007837.250000 Penalty: 3213.160156
	Iteration 106Q: 3 clusters Score -3007837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -3007832.000000 Penalty: 3213.160156
	Iteration 107Q: 3 clusters Score -3007832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3007834.250000 Penalty: 3213.160156
	Iteration 108Q: 3 clusters Score -3007834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -3007827.000000 Penalty: 3213.160156
	Iteration 109Q: 3 clusters Score -3007827 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -3007827.750000 Penalty: 3213.160156
	Iteration 110Q: 3 clusters Score -3007828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -3007833.250000 Penalty: 3213.160156
	Iteration 111Q: 3 clusters Score -3007833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -3007834.500000 Penalty: 3213.160156
	Iteration 112Q: 3 clusters Score -3007834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3007827.000000 Penalty: 3213.160156
	Iteration 113Q: 3 clusters Score -3007827 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -3007825.750000 Penalty: 3213.160156
	Iteration 114Q: 3 clusters Score -3007826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -3007824.500000 Penalty: 3213.160156
	Iteration 115Q: 3 clusters Score -3007824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -3007818.750000 Penalty: 3213.160156
	Iteration 116Q: 3 clusters Score -3007819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3007811.750000 Penalty: 3213.160156
	Iteration 117Q: 3 clusters Score -3007812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3007810.500000 Penalty: 3213.160156
	Iteration 118Q: 3 clusters Score -3007810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -3007809.250000 Penalty: 3213.160156
	Iteration 119Q: 3 clusters Score -3007809 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3007802.750000 Penalty: 3213.160156
	Iteration 120F: 3 clusters Score -3007803 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -3007803.750000 Penalty: 3213.160156
	Iteration 121Q: 3 clusters Score -3007804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -3007805.750000 Penalty: 3213.160156
	Iteration 122Q: 3 clusters Score -3007806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -3007798.500000 Penalty: 3213.160156
	Iteration 123Q: 3 clusters Score -3007798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -3007799.000000 Penalty: 3213.160156
	Iteration 124Q: 3 clusters Score -3007799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -3007801.750000 Penalty: 3213.160156
	Iteration 125Q: 3 clusters Score -3007802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -3007802.750000 Penalty: 3213.160156
	Iteration 126Q: 3 clusters Score -3007803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -3007795.750000 Penalty: 3213.160156
	Iteration 127Q: 3 clusters Score -3007796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -3007791.250000 Penalty: 3213.160156
	Iteration 128Q: 3 clusters Score -3007791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -3007791.750000 Penalty: 3213.160156
	Iteration 129Q: 3 clusters Score -3007792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -3007796.750000 Penalty: 3213.160156
	Iteration 130Q: 3 clusters Score -3007797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -3007797.500000 Penalty: 3213.160156
	Iteration 131Q: 3 clusters Score -3007798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -3007798.000000 Penalty: 3213.160156
	Iteration 132Q: 3 clusters Score -3007798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -3007798.000000 Penalty: 3213.160156
	Iteration 133Q: 3 clusters Score -3007798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -3007797.250000 Penalty: 3213.160156
	Iteration 134Q: 3 clusters Score -3007797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3007795.000000 Penalty: 3213.160156
	Iteration 135Q: 3 clusters Score -3007795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -3007792.000000 Penalty: 3213.160156
	Iteration 136Q: 3 clusters Score -3007792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -3007793.000000 Penalty: 3213.160156
	Iteration 137Q: 3 clusters Score -3007793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -3007789.500000 Penalty: 3213.160156
	Iteration 138Q: 3 clusters Score -3007790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -3007786.500000 Penalty: 3213.160156
	Iteration 139Q: 3 clusters Score -3007786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -3007787.250000 Penalty: 3213.160156
	Iteration 140F: 3 clusters Score -3007787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -3007785.750000 Penalty: 3213.160156
	Iteration 141Q: 3 clusters Score -3007786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -3007785.250000 Penalty: 3213.160156
	Iteration 142Q: 3 clusters Score -3007785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -3007786.000000 Penalty: 3213.160156
	Iteration 143Q: 3 clusters Score -3007786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -3007785.500000 Penalty: 3213.160156
	Iteration 144Q: 3 clusters Score -3007786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -3007783.500000 Penalty: 3213.160156
	Iteration 145Q: 3 clusters Score -3007784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -3007780.500000 Penalty: 3213.160156
	Iteration 146Q: 3 clusters Score -3007780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -3007775.000000 Penalty: 3213.160156
	Iteration 147Q: 3 clusters Score -3007775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -3007773.750000 Penalty: 3213.160156
	Iteration 148Q: 3 clusters Score -3007774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -3007773.500000 Penalty: 3213.160156
	Iteration 149Q: 3 clusters Score -3007774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -3007776.750000 Penalty: 3213.160156
	Iteration 150Q: 3 clusters Score -3007777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -3007776.750000 Penalty: 3213.160156
	Iteration 151Q: 3 clusters Score -3007777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -3007774.000000 Penalty: 3213.160156
	Iteration 152Q: 3 clusters Score -3007774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -3007772.500000 Penalty: 3213.160156
	Iteration 153Q: 3 clusters Score -3007772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -3007769.750000 Penalty: 3213.160156
	Iteration 154Q: 3 clusters Score -3007770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -3007769.750000 Penalty: 3213.160156
	Iteration 155F: 3 clusters Score -3007770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -214350.453125 Penalty: 1197.764771
	Iteration 0F: 2 clusters Score -214350.5 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 859 members 
Entering Unmasked Estep 
Score: -212568.437500 Penalty: 2395.529541
	Iteration 0F: 3 clusters Score -212568.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -212942.968750 Penalty: 2395.529541
	Iteration 1F: 3 clusters Score -212943 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -213055.593750 Penalty: 2395.529541
	Iteration 2F: 3 clusters Score -213055.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -213110.531250 Penalty: 2395.529541
	Iteration 3Q: 3 clusters Score -213110.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -213148.781250 Penalty: 2395.529541
	Iteration 4Q: 3 clusters Score -213148.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -213173.343750 Penalty: 2395.529541
	Iteration 5Q: 3 clusters Score -213173.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -213190.015625 Penalty: 2395.529541
	Iteration 6Q: 3 clusters Score -213190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -213206.718750 Penalty: 2395.529541
	Iteration 7Q: 3 clusters Score -213206.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -213224.890625 Penalty: 2395.529541
	Iteration 8Q: 3 clusters Score -213224.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -213236.421875 Penalty: 2395.529541
	Iteration 9Q: 3 clusters Score -213236.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -213241.875000 Penalty: 2395.529541
	Iteration 10Q: 3 clusters Score -213241.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -213245.781250 Penalty: 2395.529541
	Iteration 11Q: 3 clusters Score -213245.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -213249.812500 Penalty: 2395.529541
	Iteration 12Q: 3 clusters Score -213249.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -213252.953125 Penalty: 2395.529541
	Iteration 13Q: 3 clusters Score -213253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -213253.906250 Penalty: 2395.529541
	Iteration 14Q: 3 clusters Score -213253.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -213254.562500 Penalty: 2395.529541
	Iteration 15Q: 3 clusters Score -213254.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -213254.937500 Penalty: 2395.529541
	Iteration 16Q: 3 clusters Score -213254.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -213254.937500 Penalty: 2395.529541
	Iteration 17F: 3 clusters Score -213254.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Entering Unmasked Estep 
Score: -1184902.000000 Penalty: 1466.460449
	Iteration 0F: 2 clusters Score -1184902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1178784.125000 Penalty: 2932.920898
	Iteration 0F: 3 clusters Score -1178784 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1180686.250000 Penalty: 2932.920898
	Iteration 1F: 3 clusters Score -1180686 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1180892.000000 Penalty: 2932.920898
	Iteration 2F: 3 clusters Score -1180892 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1181072.750000 Penalty: 2932.920898
	Iteration 3F: 3 clusters Score -1181073 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1181212.125000 Penalty: 2932.920898
	Iteration 4Q: 3 clusters Score -1181212 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1181346.750000 Penalty: 2932.920898
	Iteration 5Q: 3 clusters Score -1181347 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1181468.500000 Penalty: 2932.920898
	Iteration 6Q: 3 clusters Score -1181468 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1181575.000000 Penalty: 2932.920898
	Iteration 7Q: 3 clusters Score -1181575 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1181669.125000 Penalty: 2932.920898
	Iteration 8Q: 3 clusters Score -1181669 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1181739.625000 Penalty: 2932.920898
	Iteration 9Q: 3 clusters Score -1181740 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1181796.375000 Penalty: 2932.920898
	Iteration 10Q: 3 clusters Score -1181796 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1181847.875000 Penalty: 2932.920898
	Iteration 11Q: 3 clusters Score -1181848 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1181904.000000 Penalty: 2932.920898
	Iteration 12Q: 3 clusters Score -1181904 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1181958.250000 Penalty: 2932.920898
	Iteration 13Q: 3 clusters Score -1181958 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1182023.875000 Penalty: 2932.920898
	Iteration 14Q: 3 clusters Score -1182024 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1182103.250000 Penalty: 2932.920898
	Iteration 15Q: 3 clusters Score -1182103 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1182205.875000 Penalty: 2932.920898
	Iteration 16Q: 3 clusters Score -1182206 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1182302.000000 Penalty: 2932.920898
	Iteration 17Q: 3 clusters Score -1182302 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1182404.375000 Penalty: 2932.920898
	Iteration 18Q: 3 clusters Score -1182404 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1182535.000000 Penalty: 2932.920898
	Iteration 19Q: 3 clusters Score -1182535 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1182675.750000 Penalty: 2932.920898
	Iteration 20F: 3 clusters Score -1182676 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1182810.750000 Penalty: 2932.920898
	Iteration 21Q: 3 clusters Score -1182811 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1182949.875000 Penalty: 2932.920898
	Iteration 22Q: 3 clusters Score -1182950 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1183086.750000 Penalty: 2932.920898
	Iteration 23Q: 3 clusters Score -1183087 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1183218.000000 Penalty: 2932.920898
	Iteration 24Q: 3 clusters Score -1183218 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1183331.750000 Penalty: 2932.920898
	Iteration 25Q: 3 clusters Score -1183332 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1183404.625000 Penalty: 2932.920898
	Iteration 26Q: 3 clusters Score -1183405 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1183479.625000 Penalty: 2932.920898
	Iteration 27Q: 3 clusters Score -1183480 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1183535.125000 Penalty: 2932.920898
	Iteration 28Q: 3 clusters Score -1183535 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1183581.000000 Penalty: 2932.920898
	Iteration 29Q: 3 clusters Score -1183581 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1183606.875000 Penalty: 2932.920898
	Iteration 30Q: 3 clusters Score -1183607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1183625.875000 Penalty: 2932.920898
	Iteration 31Q: 3 clusters Score -1183626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1183633.750000 Penalty: 2932.920898
	Iteration 32Q: 3 clusters Score -1183634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1183651.250000 Penalty: 2932.920898
	Iteration 33Q: 3 clusters Score -1183651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1183658.125000 Penalty: 2932.920898
	Iteration 34Q: 3 clusters Score -1183658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1183664.000000 Penalty: 2932.920898
	Iteration 35Q: 3 clusters Score -1183664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1183671.125000 Penalty: 2932.920898
	Iteration 36Q: 3 clusters Score -1183671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1183675.875000 Penalty: 2932.920898
	Iteration 37Q: 3 clusters Score -1183676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1183679.500000 Penalty: 2932.920898
	Iteration 38Q: 3 clusters Score -1183680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1183680.000000 Penalty: 2932.920898
	Iteration 39Q: 3 clusters Score -1183680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1183682.500000 Penalty: 2932.920898
	Iteration 40F: 3 clusters Score -1183682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Entering Unmasked Estep 
Score: -535478.000000 Penalty: 1346.026733
	Iteration 0F: 2 clusters Score -535478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -532156.750000 Penalty: 2692.053467
	Iteration 0F: 3 clusters Score -532156.8 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -533074.250000 Penalty: 2692.053467
	Iteration 1F: 3 clusters Score -533074.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -533262.062500 Penalty: 2692.053467
	Iteration 2F: 3 clusters Score -533262.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -533408.125000 Penalty: 2692.053467
	Iteration 3F: 3 clusters Score -533408.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -533547.750000 Penalty: 2692.053467
	Iteration 4Q: 3 clusters Score -533547.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -533698.875000 Penalty: 2692.053467
	Iteration 5Q: 3 clusters Score -533698.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -533875.562500 Penalty: 2692.053467
	Iteration 6Q: 3 clusters Score -533875.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -534045.062500 Penalty: 2692.053467
	Iteration 7F: 3 clusters Score -534045.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -534212.062500 Penalty: 2692.053467
	Iteration 8F: 3 clusters Score -534212.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -534359.562500 Penalty: 2692.053467
	Iteration 9Q: 3 clusters Score -534359.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -534529.062500 Penalty: 2692.053467
	Iteration 10Q: 3 clusters Score -534529.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -534655.250000 Penalty: 2692.053467
	Iteration 11Q: 3 clusters Score -534655.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -534730.625000 Penalty: 2692.053467
	Iteration 12Q: 3 clusters Score -534730.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -534775.875000 Penalty: 2692.053467
	Iteration 13Q: 3 clusters Score -534775.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -534808.500000 Penalty: 2692.053467
	Iteration 14Q: 3 clusters Score -534808.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -534826.562500 Penalty: 2692.053467
	Iteration 15Q: 3 clusters Score -534826.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -534836.000000 Penalty: 2692.053467
	Iteration 16Q: 3 clusters Score -534836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -534842.625000 Penalty: 2692.053467
	Iteration 17Q: 3 clusters Score -534842.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -534847.687500 Penalty: 2692.053467
	Iteration 18Q: 3 clusters Score -534847.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -534850.812500 Penalty: 2692.053467
	Iteration 19Q: 3 clusters Score -534850.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -534855.250000 Penalty: 2692.053467
	Iteration 20F: 3 clusters Score -534855.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -534858.125000 Penalty: 2692.053467
	Iteration 21Q: 3 clusters Score -534858.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -534860.687500 Penalty: 2692.053467
	Iteration 22Q: 3 clusters Score -534860.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -534859.937500 Penalty: 2692.053467
	Iteration 23Q: 3 clusters Score -534859.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -534859.937500 Penalty: 2692.053467
	Iteration 24F: 3 clusters Score -534859.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -43893.933594 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -43893.93 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 219 members 
Entering Unmasked Estep 
Score: -42944.917969 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -42944.92 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43112.964844 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -43112.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43159.937500 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -43159.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43176.003906 Penalty: 1959.190430
	Iteration 3Q: 3 clusters Score -43176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43202.421875 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -43202.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43234.363281 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -43234.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43261.503906 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -43261.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43274.027344 Penalty: 1959.190430
	Iteration 7Q: 3 clusters Score -43274.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43278.027344 Penalty: 1959.190430
	Iteration 8Q: 3 clusters Score -43278.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43278.027344 Penalty: 1959.190430
	Iteration 9F: 3 clusters Score -43278.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -249817.937500 Penalty: 1229.777710
	Iteration 0F: 2 clusters Score -249817.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -247820.453125 Penalty: 2459.555420
	Iteration 0F: 3 clusters Score -247820.5 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -248307.406250 Penalty: 2459.555420
	Iteration 1F: 3 clusters Score -248307.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -248429.078125 Penalty: 2459.555420
	Iteration 2F: 3 clusters Score -248429.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -248500.765625 Penalty: 2459.555420
	Iteration 3Q: 3 clusters Score -248500.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -248567.453125 Penalty: 2459.555420
	Iteration 4Q: 3 clusters Score -248567.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -248602.765625 Penalty: 2459.555420
	Iteration 5Q: 3 clusters Score -248602.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -248631.359375 Penalty: 2459.555420
	Iteration 6Q: 3 clusters Score -248631.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -248674.125000 Penalty: 2459.555420
	Iteration 7Q: 3 clusters Score -248674.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -248718.125000 Penalty: 2459.555420
	Iteration 8Q: 3 clusters Score -248718.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -248765.531250 Penalty: 2459.555420
	Iteration 9Q: 3 clusters Score -248765.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -248816.437500 Penalty: 2459.555420
	Iteration 10Q: 3 clusters Score -248816.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -248878.765625 Penalty: 2459.555420
	Iteration 11Q: 3 clusters Score -248878.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -248937.718750 Penalty: 2459.555420
	Iteration 12Q: 3 clusters Score -248937.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -248981.437500 Penalty: 2459.555420
	Iteration 13Q: 3 clusters Score -248981.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -249033.046875 Penalty: 2459.555420
	Iteration 14Q: 3 clusters Score -249033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -249077.453125 Penalty: 2459.555420
	Iteration 15Q: 3 clusters Score -249077.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -249123.046875 Penalty: 2459.555420
	Iteration 16Q: 3 clusters Score -249123 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -249152.062500 Penalty: 2459.555420
	Iteration 17Q: 3 clusters Score -249152.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -249169.421875 Penalty: 2459.555420
	Iteration 18Q: 3 clusters Score -249169.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -249189.203125 Penalty: 2459.555420
	Iteration 19Q: 3 clusters Score -249189.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -249202.968750 Penalty: 2459.555420
	Iteration 20F: 3 clusters Score -249203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -249211.468750 Penalty: 2459.555420
	Iteration 21Q: 3 clusters Score -249211.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -249223.109375 Penalty: 2459.555420
	Iteration 22Q: 3 clusters Score -249223.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -249237.250000 Penalty: 2459.555420
	Iteration 23Q: 3 clusters Score -249237.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -249250.968750 Penalty: 2459.555420
	Iteration 24Q: 3 clusters Score -249251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -249262.406250 Penalty: 2459.555420
	Iteration 25Q: 3 clusters Score -249262.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -249271.609375 Penalty: 2459.555420
	Iteration 26Q: 3 clusters Score -249271.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -249280.453125 Penalty: 2459.555420
	Iteration 27Q: 3 clusters Score -249280.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -249285.703125 Penalty: 2459.555420
	Iteration 28Q: 3 clusters Score -249285.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -249291.875000 Penalty: 2459.555420
	Iteration 29Q: 3 clusters Score -249291.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -249296.546875 Penalty: 2459.555420
	Iteration 30Q: 3 clusters Score -249296.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -249300.406250 Penalty: 2459.555420
	Iteration 31Q: 3 clusters Score -249300.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -249301.406250 Penalty: 2459.555420
	Iteration 32Q: 3 clusters Score -249301.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -249303.171875 Penalty: 2459.555420
	Iteration 33Q: 3 clusters Score -249303.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -249303.359375 Penalty: 2459.555420
	Iteration 34Q: 3 clusters Score -249303.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -249305.390625 Penalty: 2459.555420
	Iteration 35Q: 3 clusters Score -249305.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -249305.812500 Penalty: 2459.555420
	Iteration 36Q: 3 clusters Score -249305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -249306.937500 Penalty: 2459.555420
	Iteration 37Q: 3 clusters Score -249306.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -249306.937500 Penalty: 2459.555420
	Iteration 38F: 3 clusters Score -249306.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Entering Unmasked Estep 
Score: -947387.125000 Penalty: 1432.690552
	Iteration 0F: 2 clusters Score -947387.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -942342.437500 Penalty: 2865.381104
	Iteration 0F: 3 clusters Score -942342.4 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -943972.000000 Penalty: 2865.381104
	Iteration 1F: 3 clusters Score -943972 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -944307.500000 Penalty: 2865.381104
	Iteration 2F: 3 clusters Score -944307.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -944574.625000 Penalty: 2865.381104
	Iteration 3F: 3 clusters Score -944574.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -944796.437500 Penalty: 2865.381104
	Iteration 4F: 3 clusters Score -944796.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -945003.312500 Penalty: 2865.381104
	Iteration 5F: 3 clusters Score -945003.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -945228.625000 Penalty: 2865.381104
	Iteration 6Q: 3 clusters Score -945228.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -945452.750000 Penalty: 2865.381104
	Iteration 7Q: 3 clusters Score -945452.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -945682.500000 Penalty: 2865.381104
	Iteration 8Q: 3 clusters Score -945682.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -945860.812500 Penalty: 2865.381104
	Iteration 9Q: 3 clusters Score -945860.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -945998.062500 Penalty: 2865.381104
	Iteration 10Q: 3 clusters Score -945998.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -946094.687500 Penalty: 2865.381104
	Iteration 11Q: 3 clusters Score -946094.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -946193.437500 Penalty: 2865.381104
	Iteration 12Q: 3 clusters Score -946193.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -946264.875000 Penalty: 2865.381104
	Iteration 13Q: 3 clusters Score -946264.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -946322.000000 Penalty: 2865.381104
	Iteration 14Q: 3 clusters Score -946322 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -946373.812500 Penalty: 2865.381104
	Iteration 15Q: 3 clusters Score -946373.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -946408.812500 Penalty: 2865.381104
	Iteration 16Q: 3 clusters Score -946408.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -946441.562500 Penalty: 2865.381104
	Iteration 17Q: 3 clusters Score -946441.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -946472.125000 Penalty: 2865.381104
	Iteration 18Q: 3 clusters Score -946472.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -946505.562500 Penalty: 2865.381104
	Iteration 19Q: 3 clusters Score -946505.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -946528.187500 Penalty: 2865.381104
	Iteration 20F: 3 clusters Score -946528.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -946544.625000 Penalty: 2865.381104
	Iteration 21Q: 3 clusters Score -946544.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -946558.625000 Penalty: 2865.381104
	Iteration 22Q: 3 clusters Score -946558.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -946568.437500 Penalty: 2865.381104
	Iteration 23Q: 3 clusters Score -946568.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -946578.250000 Penalty: 2865.381104
	Iteration 24Q: 3 clusters Score -946578.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -946586.437500 Penalty: 2865.381104
	Iteration 25Q: 3 clusters Score -946586.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -946594.250000 Penalty: 2865.381104
	Iteration 26Q: 3 clusters Score -946594.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -946604.875000 Penalty: 2865.381104
	Iteration 27Q: 3 clusters Score -946604.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -946614.437500 Penalty: 2865.381104
	Iteration 28Q: 3 clusters Score -946614.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -946632.437500 Penalty: 2865.381104
	Iteration 29Q: 3 clusters Score -946632.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -946660.750000 Penalty: 2865.381104
	Iteration 30Q: 3 clusters Score -946660.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -946678.437500 Penalty: 2865.381104
	Iteration 31Q: 3 clusters Score -946678.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -946689.312500 Penalty: 2865.381104
	Iteration 32Q: 3 clusters Score -946689.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -946701.875000 Penalty: 2865.381104
	Iteration 33Q: 3 clusters Score -946701.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -946712.625000 Penalty: 2865.381104
	Iteration 34Q: 3 clusters Score -946712.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -946722.937500 Penalty: 2865.381104
	Iteration 35Q: 3 clusters Score -946722.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -946732.375000 Penalty: 2865.381104
	Iteration 36Q: 3 clusters Score -946732.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -946744.125000 Penalty: 2865.381104
	Iteration 37Q: 3 clusters Score -946744.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -946755.812500 Penalty: 2865.381104
	Iteration 38Q: 3 clusters Score -946755.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -946765.625000 Penalty: 2865.381104
	Iteration 39Q: 3 clusters Score -946765.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -946770.500000 Penalty: 2865.381104
	Iteration 40F: 3 clusters Score -946770.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -946775.375000 Penalty: 2865.381104
	Iteration 41Q: 3 clusters Score -946775.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -946779.062500 Penalty: 2865.381104
	Iteration 42Q: 3 clusters Score -946779.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -946780.875000 Penalty: 2865.381104
	Iteration 43Q: 3 clusters Score -946780.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -946787.375000 Penalty: 2865.381104
	Iteration 44Q: 3 clusters Score -946787.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -946789.937500 Penalty: 2865.381104
	Iteration 45Q: 3 clusters Score -946789.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -946793.062500 Penalty: 2865.381104
	Iteration 46Q: 3 clusters Score -946793.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -946793.812500 Penalty: 2865.381104
	Iteration 47Q: 3 clusters Score -946793.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -946793.250000 Penalty: 2865.381104
	Iteration 48Q: 3 clusters Score -946793.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -946794.500000 Penalty: 2865.381104
	Iteration 49Q: 3 clusters Score -946794.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -946796.062500 Penalty: 2865.381104
	Iteration 50Q: 3 clusters Score -946796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -946795.250000 Penalty: 2865.381104
	Iteration 51Q: 3 clusters Score -946795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -946794.875000 Penalty: 2865.381104
	Iteration 52Q: 3 clusters Score -946794.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -946794.937500 Penalty: 2865.381104
	Iteration 53Q: 3 clusters Score -946794.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -946795.750000 Penalty: 2865.381104
	Iteration 54Q: 3 clusters Score -946795.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -946795.750000 Penalty: 2865.381104
	Iteration 55F: 3 clusters Score -946795.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Entering Unmasked Estep 
Score: -102957.953125 Penalty: 1096.482788
	Iteration 0F: 2 clusters Score -102958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101630.781250 Penalty: 2192.965576
	Iteration 0F: 3 clusters Score -101630.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -101901.421875 Penalty: 2192.965576
	Iteration 1F: 3 clusters Score -101901.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102004.656250 Penalty: 2192.965576
	Iteration 2F: 3 clusters Score -102004.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102069.187500 Penalty: 2192.965576
	Iteration 3F: 3 clusters Score -102069.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102131.875000 Penalty: 2192.965576
	Iteration 4Q: 3 clusters Score -102131.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -102181.968750 Penalty: 2192.965576
	Iteration 5Q: 3 clusters Score -102182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -102237.226562 Penalty: 2192.965576
	Iteration 6Q: 3 clusters Score -102237.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -102290.617188 Penalty: 2192.965576
	Iteration 7Q: 3 clusters Score -102290.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -102322.125000 Penalty: 2192.965576
	Iteration 8Q: 3 clusters Score -102322.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -102359.375000 Penalty: 2192.965576
	Iteration 9Q: 3 clusters Score -102359.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -102398.382812 Penalty: 2192.965576
	Iteration 10Q: 3 clusters Score -102398.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -102455.703125 Penalty: 2192.965576
	Iteration 11Q: 3 clusters Score -102455.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -102495.757812 Penalty: 2192.965576
	Iteration 12Q: 3 clusters Score -102495.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102544.351562 Penalty: 2192.965576
	Iteration 13Q: 3 clusters Score -102544.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -102596.578125 Penalty: 2192.965576
	Iteration 14Q: 3 clusters Score -102596.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102639.484375 Penalty: 2192.965576
	Iteration 15Q: 3 clusters Score -102639.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -102667.578125 Penalty: 2192.965576
	Iteration 16Q: 3 clusters Score -102667.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -102699.273438 Penalty: 2192.965576
	Iteration 17Q: 3 clusters Score -102699.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -102740.703125 Penalty: 2192.965576
	Iteration 18Q: 3 clusters Score -102740.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -102772.937500 Penalty: 2192.965576
	Iteration 19Q: 3 clusters Score -102772.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -102787.250000 Penalty: 2192.965576
	Iteration 20F: 3 clusters Score -102787.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -102796.929688 Penalty: 2192.965576
	Iteration 21Q: 3 clusters Score -102796.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -102799.546875 Penalty: 2192.965576
	Iteration 22Q: 3 clusters Score -102799.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -102802.507812 Penalty: 2192.965576
	Iteration 23Q: 3 clusters Score -102802.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -102804.148438 Penalty: 2192.965576
	Iteration 24Q: 3 clusters Score -102804.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -102805.828125 Penalty: 2192.965576
	Iteration 25Q: 3 clusters Score -102805.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -102808.101562 Penalty: 2192.965576
	Iteration 26Q: 3 clusters Score -102808.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -102808.468750 Penalty: 2192.965576
	Iteration 27Q: 3 clusters Score -102808.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -102808.468750 Penalty: 2192.965576
	Iteration 28F: 3 clusters Score -102808.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -48145.527344 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -48145.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47302.851562 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -47302.85 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -47488.781250 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -47488.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -47557.218750 Penalty: 1924.512939
	Iteration 2Q: 3 clusters Score -47557.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47637.652344 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -47637.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47668.738281 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -47668.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -47694.214844 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -47694.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47726.386719 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -47726.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47760.238281 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -47760.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47791.148438 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -47791.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47803.078125 Penalty: 1924.512939
	Iteration 9Q: 3 clusters Score -47803.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47805.855469 Penalty: 1924.512939
	Iteration 10Q: 3 clusters Score -47805.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47816.878906 Penalty: 1924.512939
	Iteration 11Q: 3 clusters Score -47816.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47855.128906 Penalty: 1924.512939
	Iteration 12Q: 3 clusters Score -47855.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47865.082031 Penalty: 1924.512939
	Iteration 13Q: 3 clusters Score -47865.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47872.148438 Penalty: 1924.512939
	Iteration 14Q: 3 clusters Score -47872.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -47872.589844 Penalty: 1924.512939
	Iteration 15Q: 3 clusters Score -47872.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47873.230469 Penalty: 1924.512939
	Iteration 16Q: 3 clusters Score -47873.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47873.230469 Penalty: 1924.512939
	Iteration 17F: 3 clusters Score -47873.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Entering Unmasked Estep 
Score: -2859976.750000 Penalty: 1599.106323
	Iteration 0F: 2 clusters Score -2859977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2847327.750000 Penalty: 3198.212646
	Iteration 0F: 3 clusters Score -2847328 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2852073.750000 Penalty: 3198.212646
	Iteration 1F: 3 clusters Score -2852074 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2852566.250000 Penalty: 3198.212646
	Iteration 2F: 3 clusters Score -2852566 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2853087.500000 Penalty: 3198.212646
	Iteration 3F: 3 clusters Score -2853088 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2853561.000000 Penalty: 3198.212646
	Iteration 4F: 3 clusters Score -2853561 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2853942.500000 Penalty: 3198.212646
	Iteration 5Q: 3 clusters Score -2853942 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2854259.250000 Penalty: 3198.212646
	Iteration 6Q: 3 clusters Score -2854259 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2854536.250000 Penalty: 3198.212646
	Iteration 7Q: 3 clusters Score -2854536 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2854738.000000 Penalty: 3198.212646
	Iteration 8Q: 3 clusters Score -2854738 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2854919.250000 Penalty: 3198.212646
	Iteration 9Q: 3 clusters Score -2854919 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2855111.250000 Penalty: 3198.212646
	Iteration 10Q: 3 clusters Score -2855111 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2855309.750000 Penalty: 3198.212646
	Iteration 11Q: 3 clusters Score -2855310 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2855571.750000 Penalty: 3198.212646
	Iteration 12Q: 3 clusters Score -2855572 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2855810.250000 Penalty: 3198.212646
	Iteration 13Q: 3 clusters Score -2855810 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2856026.000000 Penalty: 3198.212646
	Iteration 14Q: 3 clusters Score -2856026 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2856296.250000 Penalty: 3198.212646
	Iteration 15Q: 3 clusters Score -2856296 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2856570.250000 Penalty: 3198.212646
	Iteration 16Q: 3 clusters Score -2856570 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2856784.000000 Penalty: 3198.212646
	Iteration 17Q: 3 clusters Score -2856784 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2856945.000000 Penalty: 3198.212646
	Iteration 18Q: 3 clusters Score -2856945 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2857093.750000 Penalty: 3198.212646
	Iteration 19Q: 3 clusters Score -2857094 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2857214.500000 Penalty: 3198.212646
	Iteration 20F: 3 clusters Score -2857214 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2857290.000000 Penalty: 3198.212646
	Iteration 21Q: 3 clusters Score -2857290 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2857356.000000 Penalty: 3198.212646
	Iteration 22Q: 3 clusters Score -2857356 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2857443.750000 Penalty: 3198.212646
	Iteration 23Q: 3 clusters Score -2857444 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2857502.500000 Penalty: 3198.212646
	Iteration 24Q: 3 clusters Score -2857502 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2857564.750000 Penalty: 3198.212646
	Iteration 25Q: 3 clusters Score -2857565 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2857644.750000 Penalty: 3198.212646
	Iteration 26Q: 3 clusters Score -2857645 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2857714.500000 Penalty: 3198.212646
	Iteration 27Q: 3 clusters Score -2857714 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2857814.500000 Penalty: 3198.212646
	Iteration 28Q: 3 clusters Score -2857814 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2857887.000000 Penalty: 3198.212646
	Iteration 29Q: 3 clusters Score -2857887 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2857960.250000 Penalty: 3198.212646
	Iteration 30Q: 3 clusters Score -2857960 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2858033.250000 Penalty: 3198.212646
	Iteration 31Q: 3 clusters Score -2858033 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2858091.750000 Penalty: 3198.212646
	Iteration 32Q: 3 clusters Score -2858092 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2858156.250000 Penalty: 3198.212646
	Iteration 33Q: 3 clusters Score -2858156 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2858204.250000 Penalty: 3198.212646
	Iteration 34Q: 3 clusters Score -2858204 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2858259.250000 Penalty: 3198.212646
	Iteration 35Q: 3 clusters Score -2858259 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2858309.250000 Penalty: 3198.212646
	Iteration 36Q: 3 clusters Score -2858309 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2858345.750000 Penalty: 3198.212646
	Iteration 37Q: 3 clusters Score -2858346 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2858397.000000 Penalty: 3198.212646
	Iteration 38Q: 3 clusters Score -2858397 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2858440.250000 Penalty: 3198.212646
	Iteration 39Q: 3 clusters Score -2858440 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2858469.000000 Penalty: 3198.212646
	Iteration 40F: 3 clusters Score -2858469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2858491.250000 Penalty: 3198.212646
	Iteration 41Q: 3 clusters Score -2858491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2858505.250000 Penalty: 3198.212646
	Iteration 42Q: 3 clusters Score -2858505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2858524.500000 Penalty: 3198.212646
	Iteration 43Q: 3 clusters Score -2858524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2858531.750000 Penalty: 3198.212646
	Iteration 44Q: 3 clusters Score -2858532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2858535.000000 Penalty: 3198.212646
	Iteration 45Q: 3 clusters Score -2858535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2858548.750000 Penalty: 3198.212646
	Iteration 46Q: 3 clusters Score -2858549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2858556.250000 Penalty: 3198.212646
	Iteration 47Q: 3 clusters Score -2858556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2858561.750000 Penalty: 3198.212646
	Iteration 48Q: 3 clusters Score -2858562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2858567.000000 Penalty: 3198.212646
	Iteration 49Q: 3 clusters Score -2858567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2858569.250000 Penalty: 3198.212646
	Iteration 50Q: 3 clusters Score -2858569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2858580.500000 Penalty: 3198.212646
	Iteration 51Q: 3 clusters Score -2858580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2858585.750000 Penalty: 3198.212646
	Iteration 52Q: 3 clusters Score -2858586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2858591.750000 Penalty: 3198.212646
	Iteration 53Q: 3 clusters Score -2858592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2858595.750000 Penalty: 3198.212646
	Iteration 54Q: 3 clusters Score -2858596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2858597.250000 Penalty: 3198.212646
	Iteration 55Q: 3 clusters Score -2858597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2858598.750000 Penalty: 3198.212646
	Iteration 56Q: 3 clusters Score -2858599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2858606.000000 Penalty: 3198.212646
	Iteration 57Q: 3 clusters Score -2858606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2858609.000000 Penalty: 3198.212646
	Iteration 58Q: 3 clusters Score -2858609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2858611.500000 Penalty: 3198.212646
	Iteration 59Q: 3 clusters Score -2858612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2858616.500000 Penalty: 3198.212646
	Iteration 60F: 3 clusters Score -2858616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2858617.750000 Penalty: 3198.212646
	Iteration 61Q: 3 clusters Score -2858618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2858624.250000 Penalty: 3198.212646
	Iteration 62Q: 3 clusters Score -2858624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2858628.500000 Penalty: 3198.212646
	Iteration 63Q: 3 clusters Score -2858628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2858634.250000 Penalty: 3198.212646
	Iteration 64Q: 3 clusters Score -2858634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2858638.000000 Penalty: 3198.212646
	Iteration 65Q: 3 clusters Score -2858638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2858639.750000 Penalty: 3198.212646
	Iteration 66Q: 3 clusters Score -2858640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2858639.750000 Penalty: 3198.212646
	Iteration 67F: 3 clusters Score -2858640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Entering Unmasked Estep 
Score: -3031408.250000 Penalty: 1607.667114
	Iteration 0F: 2 clusters Score -3031408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -3018581.500000 Penalty: 3215.334229
	Iteration 0F: 3 clusters Score -3018582 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -3023633.500000 Penalty: 3215.334229
	Iteration 1F: 3 clusters Score -3023634 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -3023997.250000 Penalty: 3215.334229
	Iteration 2F: 3 clusters Score -3023997 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -3024287.250000 Penalty: 3215.334229
	Iteration 3Q: 3 clusters Score -3024287 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -3024530.750000 Penalty: 3215.334229
	Iteration 4Q: 3 clusters Score -3024531 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -3024741.000000 Penalty: 3215.334229
	Iteration 5Q: 3 clusters Score -3024741 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -3024950.500000 Penalty: 3215.334229
	Iteration 6Q: 3 clusters Score -3024950 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -3025141.000000 Penalty: 3215.334229
	Iteration 7Q: 3 clusters Score -3025141 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -3025383.250000 Penalty: 3215.334229
	Iteration 8Q: 3 clusters Score -3025383 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -3025628.500000 Penalty: 3215.334229
	Iteration 9Q: 3 clusters Score -3025628 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -3025935.250000 Penalty: 3215.334229
	Iteration 10Q: 3 clusters Score -3025935 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -3026287.000000 Penalty: 3215.334229
	Iteration 11Q: 3 clusters Score -3026287 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -3026759.250000 Penalty: 3215.334229
	Iteration 12Q: 3 clusters Score -3026759 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -3027246.250000 Penalty: 3215.334229
	Iteration 13Q: 3 clusters Score -3027246 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -3027731.750000 Penalty: 3215.334229
	Iteration 14Q: 3 clusters Score -3027732 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3028214.000000 Penalty: 3215.334229
	Iteration 15Q: 3 clusters Score -3028214 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3028584.250000 Penalty: 3215.334229
	Iteration 16Q: 3 clusters Score -3028584 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3028882.500000 Penalty: 3215.334229
	Iteration 17Q: 3 clusters Score -3028882 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3029111.250000 Penalty: 3215.334229
	Iteration 18Q: 3 clusters Score -3029111 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3029290.750000 Penalty: 3215.334229
	Iteration 19Q: 3 clusters Score -3029291 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3029411.250000 Penalty: 3215.334229
	Iteration 20F: 3 clusters Score -3029411 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3029527.000000 Penalty: 3215.334229
	Iteration 21Q: 3 clusters Score -3029527 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3029583.500000 Penalty: 3215.334229
	Iteration 22Q: 3 clusters Score -3029584 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3029632.750000 Penalty: 3215.334229
	Iteration 23Q: 3 clusters Score -3029633 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3029685.500000 Penalty: 3215.334229
	Iteration 24Q: 3 clusters Score -3029686 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3029725.500000 Penalty: 3215.334229
	Iteration 25Q: 3 clusters Score -3029726 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3029750.250000 Penalty: 3215.334229
	Iteration 26Q: 3 clusters Score -3029750 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3029775.250000 Penalty: 3215.334229
	Iteration 27Q: 3 clusters Score -3029775 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3029797.750000 Penalty: 3215.334229
	Iteration 28Q: 3 clusters Score -3029798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3029806.250000 Penalty: 3215.334229
	Iteration 29Q: 3 clusters Score -3029806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3029823.000000 Penalty: 3215.334229
	Iteration 30Q: 3 clusters Score -3029823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3029833.750000 Penalty: 3215.334229
	Iteration 31Q: 3 clusters Score -3029834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3029841.000000 Penalty: 3215.334229
	Iteration 32Q: 3 clusters Score -3029841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3029847.750000 Penalty: 3215.334229
	Iteration 33Q: 3 clusters Score -3029848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3029848.500000 Penalty: 3215.334229
	Iteration 34Q: 3 clusters Score -3029848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3029858.750000 Penalty: 3215.334229
	Iteration 35Q: 3 clusters Score -3029859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3029861.250000 Penalty: 3215.334229
	Iteration 36Q: 3 clusters Score -3029861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3029872.000000 Penalty: 3215.334229
	Iteration 37Q: 3 clusters Score -3029872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3029880.500000 Penalty: 3215.334229
	Iteration 38Q: 3 clusters Score -3029880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3029886.250000 Penalty: 3215.334229
	Iteration 39Q: 3 clusters Score -3029886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3029883.250000 Penalty: 3215.334229
	Iteration 40F: 3 clusters Score -3029883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3029889.000000 Penalty: 3215.334229
	Iteration 41Q: 3 clusters Score -3029889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3029889.000000 Penalty: 3215.334229
	Iteration 42Q: 3 clusters Score -3029889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3029889.000000 Penalty: 3215.334229
	Iteration 43F: 3 clusters Score -3029889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -369605.218750 Penalty: 1289.765381
	Iteration 0F: 2 clusters Score -369605.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -367016.343750 Penalty: 2579.530762
	Iteration 0F: 3 clusters Score -367016.3 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -367668.843750 Penalty: 2579.530762
	Iteration 1F: 3 clusters Score -367668.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -367839.625000 Penalty: 2579.530762
	Iteration 2F: 3 clusters Score -367839.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -367962.250000 Penalty: 2579.530762
	Iteration 3F: 3 clusters Score -367962.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -368066.625000 Penalty: 2579.530762
	Iteration 4F: 3 clusters Score -368066.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -368176.718750 Penalty: 2579.530762
	Iteration 5Q: 3 clusters Score -368176.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -368307.718750 Penalty: 2579.530762
	Iteration 6Q: 3 clusters Score -368307.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -368466.718750 Penalty: 2579.530762
	Iteration 7Q: 3 clusters Score -368466.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -368646.000000 Penalty: 2579.530762
	Iteration 8Q: 3 clusters Score -368646 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -368815.968750 Penalty: 2579.530762
	Iteration 9Q: 3 clusters Score -368816 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -368947.031250 Penalty: 2579.530762
	Iteration 10Q: 3 clusters Score -368947 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -369013.218750 Penalty: 2579.530762
	Iteration 11Q: 3 clusters Score -369013.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -369042.468750 Penalty: 2579.530762
	Iteration 12Q: 3 clusters Score -369042.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -369068.125000 Penalty: 2579.530762
	Iteration 13Q: 3 clusters Score -369068.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -369091.218750 Penalty: 2579.530762
	Iteration 14Q: 3 clusters Score -369091.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -369101.843750 Penalty: 2579.530762
	Iteration 15Q: 3 clusters Score -369101.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -369106.625000 Penalty: 2579.530762
	Iteration 16Q: 3 clusters Score -369106.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -369109.500000 Penalty: 2579.530762
	Iteration 17Q: 3 clusters Score -369109.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -369111.000000 Penalty: 2579.530762
	Iteration 18Q: 3 clusters Score -369111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -369112.750000 Penalty: 2579.530762
	Iteration 19Q: 3 clusters Score -369112.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -369115.187500 Penalty: 2579.530762
	Iteration 20F: 3 clusters Score -369115.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -369116.062500 Penalty: 2579.530762
	Iteration 21Q: 3 clusters Score -369116.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -369118.625000 Penalty: 2579.530762
	Iteration 22Q: 3 clusters Score -369118.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -369119.437500 Penalty: 2579.530762
	Iteration 23Q: 3 clusters Score -369119.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -369119.500000 Penalty: 2579.530762
	Iteration 24Q: 3 clusters Score -369119.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -369120.500000 Penalty: 2579.530762
	Iteration 25Q: 3 clusters Score -369120.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -369121.781250 Penalty: 2579.530762
	Iteration 26Q: 3 clusters Score -369121.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -369123.031250 Penalty: 2579.530762
	Iteration 27Q: 3 clusters Score -369123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -369125.937500 Penalty: 2579.530762
	Iteration 28Q: 3 clusters Score -369125.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -369127.812500 Penalty: 2579.530762
	Iteration 29Q: 3 clusters Score -369127.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -369130.031250 Penalty: 2579.530762
	Iteration 30Q: 3 clusters Score -369130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -369130.531250 Penalty: 2579.530762
	Iteration 31Q: 3 clusters Score -369130.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -369131.656250 Penalty: 2579.530762
	Iteration 32Q: 3 clusters Score -369131.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -369132.281250 Penalty: 2579.530762
	Iteration 33Q: 3 clusters Score -369132.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -369132.656250 Penalty: 2579.530762
	Iteration 34Q: 3 clusters Score -369132.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -369134.218750 Penalty: 2579.530762
	Iteration 35Q: 3 clusters Score -369134.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -369135.218750 Penalty: 2579.530762
	Iteration 36Q: 3 clusters Score -369135.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -369137.656250 Penalty: 2579.530762
	Iteration 37Q: 3 clusters Score -369137.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -369139.218750 Penalty: 2579.530762
	Iteration 38Q: 3 clusters Score -369139.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -369139.875000 Penalty: 2579.530762
	Iteration 39Q: 3 clusters Score -369139.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -369141.250000 Penalty: 2579.530762
	Iteration 40F: 3 clusters Score -369141.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -369142.531250 Penalty: 2579.530762
	Iteration 41Q: 3 clusters Score -369142.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -369143.718750 Penalty: 2579.530762
	Iteration 42Q: 3 clusters Score -369143.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -369143.718750 Penalty: 2579.530762
	Iteration 43F: 3 clusters Score -369143.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Entering Unmasked Estep 
Score: -273741.687500 Penalty: 1230.448120
	Iteration 0F: 2 clusters Score -273741.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -271671.375000 Penalty: 2460.896240
	Iteration 0F: 3 clusters Score -271671.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -272151.687500 Penalty: 2460.896240
	Iteration 1F: 3 clusters Score -272151.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -272314.031250 Penalty: 2460.896240
	Iteration 2F: 3 clusters Score -272314 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -272442.937500 Penalty: 2460.896240
	Iteration 3F: 3 clusters Score -272442.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -272550.875000 Penalty: 2460.896240
	Iteration 4F: 3 clusters Score -272550.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -272652.312500 Penalty: 2460.896240
	Iteration 5F: 3 clusters Score -272652.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -272737.718750 Penalty: 2460.896240
	Iteration 6Q: 3 clusters Score -272737.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -272799.156250 Penalty: 2460.896240
	Iteration 7Q: 3 clusters Score -272799.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -272837.781250 Penalty: 2460.896240
	Iteration 8Q: 3 clusters Score -272837.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -272869.687500 Penalty: 2460.896240
	Iteration 9Q: 3 clusters Score -272869.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -272895.656250 Penalty: 2460.896240
	Iteration 10Q: 3 clusters Score -272895.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -272909.093750 Penalty: 2460.896240
	Iteration 11Q: 3 clusters Score -272909.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -272917.781250 Penalty: 2460.896240
	Iteration 12Q: 3 clusters Score -272917.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -272923.687500 Penalty: 2460.896240
	Iteration 13Q: 3 clusters Score -272923.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -272932.031250 Penalty: 2460.896240
	Iteration 14Q: 3 clusters Score -272932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -272939.656250 Penalty: 2460.896240
	Iteration 15Q: 3 clusters Score -272939.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -272947.125000 Penalty: 2460.896240
	Iteration 16Q: 3 clusters Score -272947.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -272954.593750 Penalty: 2460.896240
	Iteration 17Q: 3 clusters Score -272954.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -272959.906250 Penalty: 2460.896240
	Iteration 18Q: 3 clusters Score -272959.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -272963.468750 Penalty: 2460.896240
	Iteration 19Q: 3 clusters Score -272963.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -272966.968750 Penalty: 2460.896240
	Iteration 20F: 3 clusters Score -272967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -272968.281250 Penalty: 2460.896240
	Iteration 21Q: 3 clusters Score -272968.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -272971.156250 Penalty: 2460.896240
	Iteration 22Q: 3 clusters Score -272971.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -272975.687500 Penalty: 2460.896240
	Iteration 23Q: 3 clusters Score -272975.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -272979.031250 Penalty: 2460.896240
	Iteration 24Q: 3 clusters Score -272979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -272984.187500 Penalty: 2460.896240
	Iteration 25Q: 3 clusters Score -272984.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -272989.281250 Penalty: 2460.896240
	Iteration 26Q: 3 clusters Score -272989.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -272990.812500 Penalty: 2460.896240
	Iteration 27Q: 3 clusters Score -272990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -272994.156250 Penalty: 2460.896240
	Iteration 28Q: 3 clusters Score -272994.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -272996.500000 Penalty: 2460.896240
	Iteration 29Q: 3 clusters Score -272996.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -272999.281250 Penalty: 2460.896240
	Iteration 30Q: 3 clusters Score -272999.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -273001.031250 Penalty: 2460.896240
	Iteration 31Q: 3 clusters Score -273001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -273001.812500 Penalty: 2460.896240
	Iteration 32Q: 3 clusters Score -273001.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -273002.812500 Penalty: 2460.896240
	Iteration 33Q: 3 clusters Score -273002.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -273002.812500 Penalty: 2460.896240
	Iteration 34F: 3 clusters Score -273002.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Entering Unmasked Estep 
Score: -1493285.500000 Penalty: 1496.923950
	Iteration 0F: 2 clusters Score -1493286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1486151.125000 Penalty: 2993.847900
	Iteration 0F: 3 clusters Score -1486151 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1488626.250000 Penalty: 2993.847900
	Iteration 1F: 3 clusters Score -1488626 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1488922.250000 Penalty: 2993.847900
	Iteration 2F: 3 clusters Score -1488922 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1489186.375000 Penalty: 2993.847900
	Iteration 3F: 3 clusters Score -1489186 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1489489.250000 Penalty: 2993.847900
	Iteration 4F: 3 clusters Score -1489489 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1489766.875000 Penalty: 2993.847900
	Iteration 5F: 3 clusters Score -1489767 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1490064.625000 Penalty: 2993.847900
	Iteration 6Q: 3 clusters Score -1490065 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1490402.250000 Penalty: 2993.847900
	Iteration 7Q: 3 clusters Score -1490402 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1490750.875000 Penalty: 2993.847900
	Iteration 8Q: 3 clusters Score -1490751 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1491093.250000 Penalty: 2993.847900
	Iteration 9Q: 3 clusters Score -1491093 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1491387.500000 Penalty: 2993.847900
	Iteration 10Q: 3 clusters Score -1491388 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1491626.500000 Penalty: 2993.847900
	Iteration 11Q: 3 clusters Score -1491626 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1491755.250000 Penalty: 2993.847900
	Iteration 12Q: 3 clusters Score -1491755 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1491853.750000 Penalty: 2993.847900
	Iteration 13Q: 3 clusters Score -1491854 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1491927.500000 Penalty: 2993.847900
	Iteration 14Q: 3 clusters Score -1491928 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1491969.625000 Penalty: 2993.847900
	Iteration 15Q: 3 clusters Score -1491970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1492002.250000 Penalty: 2993.847900
	Iteration 16Q: 3 clusters Score -1492002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1492017.625000 Penalty: 2993.847900
	Iteration 17Q: 3 clusters Score -1492018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1492029.875000 Penalty: 2993.847900
	Iteration 18Q: 3 clusters Score -1492030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1492040.625000 Penalty: 2993.847900
	Iteration 19Q: 3 clusters Score -1492041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1492047.375000 Penalty: 2993.847900
	Iteration 20F: 3 clusters Score -1492047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1492052.625000 Penalty: 2993.847900
	Iteration 21Q: 3 clusters Score -1492053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1492062.000000 Penalty: 2993.847900
	Iteration 22Q: 3 clusters Score -1492062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1492066.000000 Penalty: 2993.847900
	Iteration 23Q: 3 clusters Score -1492066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1492070.250000 Penalty: 2993.847900
	Iteration 24Q: 3 clusters Score -1492070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1492075.500000 Penalty: 2993.847900
	Iteration 25Q: 3 clusters Score -1492076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1492080.000000 Penalty: 2993.847900
	Iteration 26Q: 3 clusters Score -1492080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1492081.125000 Penalty: 2993.847900
	Iteration 27Q: 3 clusters Score -1492081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1492081.875000 Penalty: 2993.847900
	Iteration 28Q: 3 clusters Score -1492082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1492083.375000 Penalty: 2993.847900
	Iteration 29Q: 3 clusters Score -1492083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1492083.375000 Penalty: 2993.847900
	Iteration 30F: 3 clusters Score -1492083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Entering Unmasked Estep 
Score: -1044666.562500 Penalty: 1446.626953
	Iteration 0F: 2 clusters Score -1044667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1039241.937500 Penalty: 2893.253906
	Iteration 0F: 3 clusters Score -1039242 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1040940.812500 Penalty: 2893.253906
	Iteration 1F: 3 clusters Score -1040941 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1041187.437500 Penalty: 2893.253906
	Iteration 2F: 3 clusters Score -1041187 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1041392.437500 Penalty: 2893.253906
	Iteration 3F: 3 clusters Score -1041392 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1041583.312500 Penalty: 2893.253906
	Iteration 4Q: 3 clusters Score -1041583 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1041760.375000 Penalty: 2893.253906
	Iteration 5Q: 3 clusters Score -1041760 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1041943.000000 Penalty: 2893.253906
	Iteration 6Q: 3 clusters Score -1041943 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1042123.062500 Penalty: 2893.253906
	Iteration 7Q: 3 clusters Score -1042123 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1042333.875000 Penalty: 2893.253906
	Iteration 8Q: 3 clusters Score -1042334 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1042521.937500 Penalty: 2893.253906
	Iteration 9Q: 3 clusters Score -1042522 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1042711.687500 Penalty: 2893.253906
	Iteration 10Q: 3 clusters Score -1042712 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1042891.937500 Penalty: 2893.253906
	Iteration 11Q: 3 clusters Score -1042892 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1043054.937500 Penalty: 2893.253906
	Iteration 12Q: 3 clusters Score -1043055 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1043194.625000 Penalty: 2893.253906
	Iteration 13Q: 3 clusters Score -1043195 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1043291.750000 Penalty: 2893.253906
	Iteration 14Q: 3 clusters Score -1043292 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1043373.375000 Penalty: 2893.253906
	Iteration 15Q: 3 clusters Score -1043373 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1043444.375000 Penalty: 2893.253906
	Iteration 16Q: 3 clusters Score -1043444 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1043497.812500 Penalty: 2893.253906
	Iteration 17Q: 3 clusters Score -1043498 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1043537.312500 Penalty: 2893.253906
	Iteration 18Q: 3 clusters Score -1043537 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1043561.687500 Penalty: 2893.253906
	Iteration 19Q: 3 clusters Score -1043562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1043579.312500 Penalty: 2893.253906
	Iteration 20F: 3 clusters Score -1043579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1043587.250000 Penalty: 2893.253906
	Iteration 21Q: 3 clusters Score -1043587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1043591.437500 Penalty: 2893.253906
	Iteration 22Q: 3 clusters Score -1043591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1043597.687500 Penalty: 2893.253906
	Iteration 23Q: 3 clusters Score -1043598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1043606.250000 Penalty: 2893.253906
	Iteration 24Q: 3 clusters Score -1043606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1043608.937500 Penalty: 2893.253906
	Iteration 25Q: 3 clusters Score -1043609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1043613.375000 Penalty: 2893.253906
	Iteration 26Q: 3 clusters Score -1043613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1043615.937500 Penalty: 2893.253906
	Iteration 27Q: 3 clusters Score -1043616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1043617.062500 Penalty: 2893.253906
	Iteration 28Q: 3 clusters Score -1043617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1043617.875000 Penalty: 2893.253906
	Iteration 29Q: 3 clusters Score -1043618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1043619.437500 Penalty: 2893.253906
	Iteration 30Q: 3 clusters Score -1043619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1043621.500000 Penalty: 2893.253906
	Iteration 31Q: 3 clusters Score -1043622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1043623.812500 Penalty: 2893.253906
	Iteration 32Q: 3 clusters Score -1043624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1043624.500000 Penalty: 2893.253906
	Iteration 33Q: 3 clusters Score -1043624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1043625.562500 Penalty: 2893.253906
	Iteration 34Q: 3 clusters Score -1043626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1043625.750000 Penalty: 2893.253906
	Iteration 35Q: 3 clusters Score -1043626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1043625.375000 Penalty: 2893.253906
	Iteration 36Q: 3 clusters Score -1043625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1043625.562500 Penalty: 2893.253906
	Iteration 37Q: 3 clusters Score -1043626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1043625.562500 Penalty: 2893.253906
	Iteration 38F: 3 clusters Score -1043626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -194256.468750 Penalty: 1199.595215
	Iteration 0F: 2 clusters Score -194256.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -192466.062500 Penalty: 2399.190430
	Iteration 0F: 3 clusters Score -192466.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -193060.093750 Penalty: 2399.190430
	Iteration 1F: 3 clusters Score -193060.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -193353.281250 Penalty: 2399.190430
	Iteration 2F: 3 clusters Score -193353.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -193563.140625 Penalty: 2399.190430
	Iteration 3F: 3 clusters Score -193563.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -193756.140625 Penalty: 2399.190430
	Iteration 4F: 3 clusters Score -193756.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -193874.046875 Penalty: 2399.190430
	Iteration 5Q: 3 clusters Score -193874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -193938.750000 Penalty: 2399.190430
	Iteration 6Q: 3 clusters Score -193938.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -193995.406250 Penalty: 2399.190430
	Iteration 7Q: 3 clusters Score -193995.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -194047.453125 Penalty: 2399.190430
	Iteration 8Q: 3 clusters Score -194047.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -194063.343750 Penalty: 2399.190430
	Iteration 9Q: 3 clusters Score -194063.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -194079.140625 Penalty: 2399.190430
	Iteration 10Q: 3 clusters Score -194079.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -194098.250000 Penalty: 2399.190430
	Iteration 11Q: 3 clusters Score -194098.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -194108.125000 Penalty: 2399.190430
	Iteration 12Q: 3 clusters Score -194108.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -194119.671875 Penalty: 2399.190430
	Iteration 13Q: 3 clusters Score -194119.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -194127.109375 Penalty: 2399.190430
	Iteration 14Q: 3 clusters Score -194127.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -194131.640625 Penalty: 2399.190430
	Iteration 15Q: 3 clusters Score -194131.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -194136.031250 Penalty: 2399.190430
	Iteration 16Q: 3 clusters Score -194136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -194138.265625 Penalty: 2399.190430
	Iteration 17Q: 3 clusters Score -194138.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -194140.484375 Penalty: 2399.190430
	Iteration 18Q: 3 clusters Score -194140.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -194142.515625 Penalty: 2399.190430
	Iteration 19Q: 3 clusters Score -194142.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -194142.640625 Penalty: 2399.190430
	Iteration 20F: 3 clusters Score -194142.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -194143.078125 Penalty: 2399.190430
	Iteration 21Q: 3 clusters Score -194143.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -194143.078125 Penalty: 2399.190430
	Iteration 22F: 3 clusters Score -194143.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Entering Unmasked Estep 
Score: -450626.718750 Penalty: 1321.086792
	Iteration 0F: 2 clusters Score -450626.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -447709.781250 Penalty: 2642.173584
	Iteration 0F: 3 clusters Score -447709.8 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -448506.968750 Penalty: 2642.173584
	Iteration 1F: 3 clusters Score -448507 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -448722.437500 Penalty: 2642.173584
	Iteration 2F: 3 clusters Score -448722.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -448912.312500 Penalty: 2642.173584
	Iteration 3F: 3 clusters Score -448912.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -449083.718750 Penalty: 2642.173584
	Iteration 4F: 3 clusters Score -449083.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -449263.937500 Penalty: 2642.173584
	Iteration 5F: 3 clusters Score -449263.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -449433.156250 Penalty: 2642.173584
	Iteration 6F: 3 clusters Score -449433.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -449566.687500 Penalty: 2642.173584
	Iteration 7Q: 3 clusters Score -449566.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -449664.750000 Penalty: 2642.173584
	Iteration 8Q: 3 clusters Score -449664.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -449715.093750 Penalty: 2642.173584
	Iteration 9Q: 3 clusters Score -449715.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -449770.250000 Penalty: 2642.173584
	Iteration 10Q: 3 clusters Score -449770.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -449817.437500 Penalty: 2642.173584
	Iteration 11Q: 3 clusters Score -449817.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -449848.125000 Penalty: 2642.173584
	Iteration 12Q: 3 clusters Score -449848.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -449892.812500 Penalty: 2642.173584
	Iteration 13Q: 3 clusters Score -449892.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -449928.500000 Penalty: 2642.173584
	Iteration 14Q: 3 clusters Score -449928.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -449957.187500 Penalty: 2642.173584
	Iteration 15Q: 3 clusters Score -449957.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -449980.593750 Penalty: 2642.173584
	Iteration 16Q: 3 clusters Score -449980.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -450004.093750 Penalty: 2642.173584
	Iteration 17Q: 3 clusters Score -450004.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -450024.000000 Penalty: 2642.173584
	Iteration 18Q: 3 clusters Score -450024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -450046.968750 Penalty: 2642.173584
	Iteration 19Q: 3 clusters Score -450047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -450074.093750 Penalty: 2642.173584
	Iteration 20F: 3 clusters Score -450074.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -450100.562500 Penalty: 2642.173584
	Iteration 21Q: 3 clusters Score -450100.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -450124.718750 Penalty: 2642.173584
	Iteration 22Q: 3 clusters Score -450124.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -450142.562500 Penalty: 2642.173584
	Iteration 23Q: 3 clusters Score -450142.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -450165.843750 Penalty: 2642.173584
	Iteration 24Q: 3 clusters Score -450165.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -450187.531250 Penalty: 2642.173584
	Iteration 25Q: 3 clusters Score -450187.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -450203.875000 Penalty: 2642.173584
	Iteration 26Q: 3 clusters Score -450203.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -450218.687500 Penalty: 2642.173584
	Iteration 27Q: 3 clusters Score -450218.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -450232.281250 Penalty: 2642.173584
	Iteration 28Q: 3 clusters Score -450232.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -450247.687500 Penalty: 2642.173584
	Iteration 29Q: 3 clusters Score -450247.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -450261.500000 Penalty: 2642.173584
	Iteration 30Q: 3 clusters Score -450261.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -450277.500000 Penalty: 2642.173584
	Iteration 31Q: 3 clusters Score -450277.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -450294.125000 Penalty: 2642.173584
	Iteration 32Q: 3 clusters Score -450294.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -450312.156250 Penalty: 2642.173584
	Iteration 33Q: 3 clusters Score -450312.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -450327.843750 Penalty: 2642.173584
	Iteration 34Q: 3 clusters Score -450327.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -450337.468750 Penalty: 2642.173584
	Iteration 35Q: 3 clusters Score -450337.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -450344.593750 Penalty: 2642.173584
	Iteration 36Q: 3 clusters Score -450344.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -450350.125000 Penalty: 2642.173584
	Iteration 37Q: 3 clusters Score -450350.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -450354.406250 Penalty: 2642.173584
	Iteration 38Q: 3 clusters Score -450354.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -450359.875000 Penalty: 2642.173584
	Iteration 39Q: 3 clusters Score -450359.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -450363.250000 Penalty: 2642.173584
	Iteration 40F: 3 clusters Score -450363.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -450367.468750 Penalty: 2642.173584
	Iteration 41Q: 3 clusters Score -450367.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -450372.062500 Penalty: 2642.173584
	Iteration 42Q: 3 clusters Score -450372.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -450373.375000 Penalty: 2642.173584
	Iteration 43Q: 3 clusters Score -450373.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -450376.500000 Penalty: 2642.173584
	Iteration 44Q: 3 clusters Score -450376.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -450378.906250 Penalty: 2642.173584
	Iteration 45Q: 3 clusters Score -450378.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -450379.781250 Penalty: 2642.173584
	Iteration 46Q: 3 clusters Score -450379.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -450383.500000 Penalty: 2642.173584
	Iteration 47Q: 3 clusters Score -450383.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -450383.906250 Penalty: 2642.173584
	Iteration 48Q: 3 clusters Score -450383.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -450384.281250 Penalty: 2642.173584
	Iteration 49Q: 3 clusters Score -450384.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -450384.187500 Penalty: 2642.173584
	Iteration 50Q: 3 clusters Score -450384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -450384.468750 Penalty: 2642.173584
	Iteration 51Q: 3 clusters Score -450384.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -450384.468750 Penalty: 2642.173584
	Iteration 52F: 3 clusters Score -450384.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Entering Unmasked Estep 
Score: -424956.437500 Penalty: 1317.602295
	Iteration 0F: 2 clusters Score -424956.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -422012.875000 Penalty: 2635.204590
	Iteration 0F: 3 clusters Score -422012.9 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -422729.125000 Penalty: 2635.204590
	Iteration 1F: 3 clusters Score -422729.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -422898.000000 Penalty: 2635.204590
	Iteration 2F: 3 clusters Score -422898 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -423014.843750 Penalty: 2635.204590
	Iteration 3F: 3 clusters Score -423014.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -423109.125000 Penalty: 2635.204590
	Iteration 4Q: 3 clusters Score -423109.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -423189.843750 Penalty: 2635.204590
	Iteration 5Q: 3 clusters Score -423189.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -423245.218750 Penalty: 2635.204590
	Iteration 6Q: 3 clusters Score -423245.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -423294.250000 Penalty: 2635.204590
	Iteration 7Q: 3 clusters Score -423294.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -423323.843750 Penalty: 2635.204590
	Iteration 8Q: 3 clusters Score -423323.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -423346.687500 Penalty: 2635.204590
	Iteration 9Q: 3 clusters Score -423346.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -423360.875000 Penalty: 2635.204590
	Iteration 10Q: 3 clusters Score -423360.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -423378.000000 Penalty: 2635.204590
	Iteration 11Q: 3 clusters Score -423378 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -423394.687500 Penalty: 2635.204590
	Iteration 12Q: 3 clusters Score -423394.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -423412.218750 Penalty: 2635.204590
	Iteration 13Q: 3 clusters Score -423412.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -423432.593750 Penalty: 2635.204590
	Iteration 14Q: 3 clusters Score -423432.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -423448.843750 Penalty: 2635.204590
	Iteration 15Q: 3 clusters Score -423448.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -423466.500000 Penalty: 2635.204590
	Iteration 16Q: 3 clusters Score -423466.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -423496.718750 Penalty: 2635.204590
	Iteration 17Q: 3 clusters Score -423496.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -423529.687500 Penalty: 2635.204590
	Iteration 18Q: 3 clusters Score -423529.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -423561.187500 Penalty: 2635.204590
	Iteration 19Q: 3 clusters Score -423561.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -423590.343750 Penalty: 2635.204590
	Iteration 20F: 3 clusters Score -423590.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -423614.312500 Penalty: 2635.204590
	Iteration 21Q: 3 clusters Score -423614.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -423629.093750 Penalty: 2635.204590
	Iteration 22Q: 3 clusters Score -423629.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -423642.187500 Penalty: 2635.204590
	Iteration 23Q: 3 clusters Score -423642.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -423654.218750 Penalty: 2635.204590
	Iteration 24Q: 3 clusters Score -423654.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -423665.250000 Penalty: 2635.204590
	Iteration 25Q: 3 clusters Score -423665.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -423674.656250 Penalty: 2635.204590
	Iteration 26Q: 3 clusters Score -423674.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -423682.468750 Penalty: 2635.204590
	Iteration 27Q: 3 clusters Score -423682.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -423691.937500 Penalty: 2635.204590
	Iteration 28Q: 3 clusters Score -423691.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -423702.750000 Penalty: 2635.204590
	Iteration 29Q: 3 clusters Score -423702.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -423712.281250 Penalty: 2635.204590
	Iteration 30Q: 3 clusters Score -423712.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -423721.937500 Penalty: 2635.204590
	Iteration 31Q: 3 clusters Score -423721.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -423734.375000 Penalty: 2635.204590
	Iteration 32Q: 3 clusters Score -423734.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -423745.500000 Penalty: 2635.204590
	Iteration 33Q: 3 clusters Score -423745.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -423760.843750 Penalty: 2635.204590
	Iteration 34Q: 3 clusters Score -423760.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -423776.875000 Penalty: 2635.204590
	Iteration 35Q: 3 clusters Score -423776.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -423788.375000 Penalty: 2635.204590
	Iteration 36Q: 3 clusters Score -423788.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -423802.125000 Penalty: 2635.204590
	Iteration 37Q: 3 clusters Score -423802.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -423812.531250 Penalty: 2635.204590
	Iteration 38Q: 3 clusters Score -423812.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -423824.875000 Penalty: 2635.204590
	Iteration 39Q: 3 clusters Score -423824.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -423838.062500 Penalty: 2635.204590
	Iteration 40F: 3 clusters Score -423838.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -423847.156250 Penalty: 2635.204590
	Iteration 41Q: 3 clusters Score -423847.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -423854.343750 Penalty: 2635.204590
	Iteration 42Q: 3 clusters Score -423854.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -423866.750000 Penalty: 2635.204590
	Iteration 43Q: 3 clusters Score -423866.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -423875.281250 Penalty: 2635.204590
	Iteration 44Q: 3 clusters Score -423875.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -423878.968750 Penalty: 2635.204590
	Iteration 45Q: 3 clusters Score -423879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -423880.906250 Penalty: 2635.204590
	Iteration 46Q: 3 clusters Score -423880.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -423881.468750 Penalty: 2635.204590
	Iteration 47Q: 3 clusters Score -423881.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -423882.343750 Penalty: 2635.204590
	Iteration 48Q: 3 clusters Score -423882.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -423882.343750 Penalty: 2635.204590
	Iteration 49F: 3 clusters Score -423882.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (15247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Entering Unmasked Estep 
Score: -2320823.500000 Penalty: 1565.222412
	Iteration 0F: 2 clusters Score -2320824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2310715.250000 Penalty: 3130.444824
	Iteration 0F: 3 clusters Score -2310715 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2314525.500000 Penalty: 3130.444824
	Iteration 1F: 3 clusters Score -2314526 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2314975.000000 Penalty: 3130.444824
	Iteration 2F: 3 clusters Score -2314975 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2315416.000000 Penalty: 3130.444824
	Iteration 3F: 3 clusters Score -2315416 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2315919.250000 Penalty: 3130.444824
	Iteration 4F: 3 clusters Score -2315919 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2316432.000000 Penalty: 3130.444824
	Iteration 5F: 3 clusters Score -2316432 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2316957.000000 Penalty: 3130.444824
	Iteration 6F: 3 clusters Score -2316957 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2317508.000000 Penalty: 3130.444824
	Iteration 7F: 3 clusters Score -2317508 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2318028.500000 Penalty: 3130.444824
	Iteration 8Q: 3 clusters Score -2318028 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2318436.750000 Penalty: 3130.444824
	Iteration 9Q: 3 clusters Score -2318437 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2318792.250000 Penalty: 3130.444824
	Iteration 10Q: 3 clusters Score -2318792 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2319048.000000 Penalty: 3130.444824
	Iteration 11Q: 3 clusters Score -2319048 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2319217.000000 Penalty: 3130.444824
	Iteration 12Q: 3 clusters Score -2319217 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2319293.000000 Penalty: 3130.444824
	Iteration 13Q: 3 clusters Score -2319293 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2319351.250000 Penalty: 3130.444824
	Iteration 14Q: 3 clusters Score -2319351 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2319379.250000 Penalty: 3130.444824
	Iteration 15Q: 3 clusters Score -2319379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2319417.500000 Penalty: 3130.444824
	Iteration 16Q: 3 clusters Score -2319418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2319441.500000 Penalty: 3130.444824
	Iteration 17Q: 3 clusters Score -2319442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2319451.750000 Penalty: 3130.444824
	Iteration 18Q: 3 clusters Score -2319452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2319463.000000 Penalty: 3130.444824
	Iteration 19Q: 3 clusters Score -2319463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2319465.000000 Penalty: 3130.444824
	Iteration 20F: 3 clusters Score -2319465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2319472.750000 Penalty: 3130.444824
	Iteration 21Q: 3 clusters Score -2319473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2319473.000000 Penalty: 3130.444824
	Iteration 22Q: 3 clusters Score -2319473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2319475.500000 Penalty: 3130.444824
	Iteration 23Q: 3 clusters Score -2319476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2319478.000000 Penalty: 3130.444824
	Iteration 24Q: 3 clusters Score -2319478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2319481.500000 Penalty: 3130.444824
	Iteration 25Q: 3 clusters Score -2319482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2319477.750000 Penalty: 3130.444824
	Iteration 26Q: 3 clusters Score -2319478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2319477.500000 Penalty: 3130.444824
	Iteration 27Q: 3 clusters Score -2319478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2319478.000000 Penalty: 3130.444824
	Iteration 28Q: 3 clusters Score -2319478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2319479.250000 Penalty: 3130.444824
	Iteration 29Q: 3 clusters Score -2319479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2319481.250000 Penalty: 3130.444824
	Iteration 30Q: 3 clusters Score -2319481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2319484.500000 Penalty: 3130.444824
	Iteration 31Q: 3 clusters Score -2319484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2319489.000000 Penalty: 3130.444824
	Iteration 32Q: 3 clusters Score -2319489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2319491.000000 Penalty: 3130.444824
	Iteration 33Q: 3 clusters Score -2319491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2319496.250000 Penalty: 3130.444824
	Iteration 34Q: 3 clusters Score -2319496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2319501.000000 Penalty: 3130.444824
	Iteration 35Q: 3 clusters Score -2319501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2319498.250000 Penalty: 3130.444824
	Iteration 36Q: 3 clusters Score -2319498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2319498.250000 Penalty: 3130.444824
	Iteration 37F: 3 clusters Score -2319498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Entering Unmasked Estep 
Score: -1523038.125000 Penalty: 1496.794067
	Iteration 0F: 2 clusters Score -1523038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1515899.375000 Penalty: 2993.588135
	Iteration 0F: 3 clusters Score -1515899 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1518239.500000 Penalty: 2993.588135
	Iteration 1F: 3 clusters Score -1518240 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1518425.375000 Penalty: 2993.588135
	Iteration 2F: 3 clusters Score -1518425 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1518579.125000 Penalty: 2993.588135
	Iteration 3Q: 3 clusters Score -1518579 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1518718.250000 Penalty: 2993.588135
	Iteration 4Q: 3 clusters Score -1518718 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1518863.250000 Penalty: 2993.588135
	Iteration 5Q: 3 clusters Score -1518863 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1519007.625000 Penalty: 2993.588135
	Iteration 6Q: 3 clusters Score -1519008 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1519155.375000 Penalty: 2993.588135
	Iteration 7Q: 3 clusters Score -1519155 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1519341.000000 Penalty: 2993.588135
	Iteration 8Q: 3 clusters Score -1519341 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1519561.500000 Penalty: 2993.588135
	Iteration 9Q: 3 clusters Score -1519562 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1519808.250000 Penalty: 2993.588135
	Iteration 10Q: 3 clusters Score -1519808 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1520076.875000 Penalty: 2993.588135
	Iteration 11Q: 3 clusters Score -1520077 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1520366.875000 Penalty: 2993.588135
	Iteration 12Q: 3 clusters Score -1520367 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1520647.375000 Penalty: 2993.588135
	Iteration 13Q: 3 clusters Score -1520647 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1520930.250000 Penalty: 2993.588135
	Iteration 14Q: 3 clusters Score -1520930 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1521151.875000 Penalty: 2993.588135
	Iteration 15Q: 3 clusters Score -1521152 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1521324.125000 Penalty: 2993.588135
	Iteration 16Q: 3 clusters Score -1521324 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1521439.750000 Penalty: 2993.588135
	Iteration 17Q: 3 clusters Score -1521440 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1521527.500000 Penalty: 2993.588135
	Iteration 18Q: 3 clusters Score -1521528 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1521602.500000 Penalty: 2993.588135
	Iteration 19Q: 3 clusters Score -1521602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1521643.250000 Penalty: 2993.588135
	Iteration 20F: 3 clusters Score -1521643 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1521670.500000 Penalty: 2993.588135
	Iteration 21Q: 3 clusters Score -1521670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1521700.000000 Penalty: 2993.588135
	Iteration 22Q: 3 clusters Score -1521700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1521722.875000 Penalty: 2993.588135
	Iteration 23Q: 3 clusters Score -1521723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1521743.750000 Penalty: 2993.588135
	Iteration 24Q: 3 clusters Score -1521744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1521754.750000 Penalty: 2993.588135
	Iteration 25Q: 3 clusters Score -1521755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1521761.750000 Penalty: 2993.588135
	Iteration 26Q: 3 clusters Score -1521762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1521768.000000 Penalty: 2993.588135
	Iteration 27Q: 3 clusters Score -1521768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1521771.875000 Penalty: 2993.588135
	Iteration 28Q: 3 clusters Score -1521772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1521780.750000 Penalty: 2993.588135
	Iteration 29Q: 3 clusters Score -1521781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1521782.625000 Penalty: 2993.588135
	Iteration 30Q: 3 clusters Score -1521783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1521782.875000 Penalty: 2993.588135
	Iteration 31Q: 3 clusters Score -1521783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1521786.250000 Penalty: 2993.588135
	Iteration 32Q: 3 clusters Score -1521786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1521788.250000 Penalty: 2993.588135
	Iteration 33Q: 3 clusters Score -1521788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1521790.750000 Penalty: 2993.588135
	Iteration 34Q: 3 clusters Score -1521791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1521790.750000 Penalty: 2993.588135
	Iteration 35F: 3 clusters Score -1521791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Entering Unmasked Estep 
Score: -977470.875000 Penalty: 1433.147461
	Iteration 0F: 2 clusters Score -977470.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -972363.437500 Penalty: 2866.294922
	Iteration 0F: 3 clusters Score -972363.4 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -973891.812500 Penalty: 2866.294922
	Iteration 1F: 3 clusters Score -973891.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -974129.937500 Penalty: 2866.294922
	Iteration 2F: 3 clusters Score -974129.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -974321.812500 Penalty: 2866.294922
	Iteration 3F: 3 clusters Score -974321.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -974480.812500 Penalty: 2866.294922
	Iteration 4Q: 3 clusters Score -974480.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -974616.187500 Penalty: 2866.294922
	Iteration 5Q: 3 clusters Score -974616.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -974744.937500 Penalty: 2866.294922
	Iteration 6Q: 3 clusters Score -974744.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -974839.937500 Penalty: 2866.294922
	Iteration 7Q: 3 clusters Score -974839.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -974901.937500 Penalty: 2866.294922
	Iteration 8Q: 3 clusters Score -974901.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -974961.812500 Penalty: 2866.294922
	Iteration 9Q: 3 clusters Score -974961.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -975016.687500 Penalty: 2866.294922
	Iteration 10Q: 3 clusters Score -975016.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -975086.937500 Penalty: 2866.294922
	Iteration 11Q: 3 clusters Score -975086.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -975165.625000 Penalty: 2866.294922
	Iteration 12Q: 3 clusters Score -975165.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -975245.875000 Penalty: 2866.294922
	Iteration 13Q: 3 clusters Score -975245.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -975340.000000 Penalty: 2866.294922
	Iteration 14Q: 3 clusters Score -975340 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -975428.812500 Penalty: 2866.294922
	Iteration 15Q: 3 clusters Score -975428.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -975506.875000 Penalty: 2866.294922
	Iteration 16Q: 3 clusters Score -975506.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -975591.562500 Penalty: 2866.294922
	Iteration 17Q: 3 clusters Score -975591.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -975672.437500 Penalty: 2866.294922
	Iteration 18Q: 3 clusters Score -975672.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -975739.937500 Penalty: 2866.294922
	Iteration 19Q: 3 clusters Score -975739.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -975812.062500 Penalty: 2866.294922
	Iteration 20F: 3 clusters Score -975812.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -975879.500000 Penalty: 2866.294922
	Iteration 21Q: 3 clusters Score -975879.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -975949.937500 Penalty: 2866.294922
	Iteration 22Q: 3 clusters Score -975949.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -976019.375000 Penalty: 2866.294922
	Iteration 23Q: 3 clusters Score -976019.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -976075.937500 Penalty: 2866.294922
	Iteration 24Q: 3 clusters Score -976075.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -976118.250000 Penalty: 2866.294922
	Iteration 25Q: 3 clusters Score -976118.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -976152.000000 Penalty: 2866.294922
	Iteration 26Q: 3 clusters Score -976152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -976177.125000 Penalty: 2866.294922
	Iteration 27Q: 3 clusters Score -976177.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -976191.687500 Penalty: 2866.294922
	Iteration 28Q: 3 clusters Score -976191.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -976207.000000 Penalty: 2866.294922
	Iteration 29Q: 3 clusters Score -976207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -976217.375000 Penalty: 2866.294922
	Iteration 30Q: 3 clusters Score -976217.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -976227.687500 Penalty: 2866.294922
	Iteration 31Q: 3 clusters Score -976227.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -976234.062500 Penalty: 2866.294922
	Iteration 32Q: 3 clusters Score -976234.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -976239.062500 Penalty: 2866.294922
	Iteration 33Q: 3 clusters Score -976239.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -976248.187500 Penalty: 2866.294922
	Iteration 34Q: 3 clusters Score -976248.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -976250.750000 Penalty: 2866.294922
	Iteration 35Q: 3 clusters Score -976250.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -976257.250000 Penalty: 2866.294922
	Iteration 36Q: 3 clusters Score -976257.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -976260.687500 Penalty: 2866.294922
	Iteration 37Q: 3 clusters Score -976260.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -976265.250000 Penalty: 2866.294922
	Iteration 38Q: 3 clusters Score -976265.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -976266.812500 Penalty: 2866.294922
	Iteration 39Q: 3 clusters Score -976266.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -976266.437500 Penalty: 2866.294922
	Iteration 40F: 3 clusters Score -976266.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -976268.312500 Penalty: 2866.294922
	Iteration 41Q: 3 clusters Score -976268.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -976268.875000 Penalty: 2866.294922
	Iteration 42Q: 3 clusters Score -976268.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -976269.625000 Penalty: 2866.294922
	Iteration 43Q: 3 clusters Score -976269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -976270.062500 Penalty: 2866.294922
	Iteration 44Q: 3 clusters Score -976270.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -976269.937500 Penalty: 2866.294922
	Iteration 45Q: 3 clusters Score -976269.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -976269.937500 Penalty: 2866.294922
	Iteration 46F: 3 clusters Score -976269.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Entering Unmasked Estep 
Score: -483758.562500 Penalty: 1323.179810
	Iteration 0F: 2 clusters Score -483758.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -480775.500000 Penalty: 2646.359619
	Iteration 0F: 3 clusters Score -480775.5 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -481544.125000 Penalty: 2646.359619
	Iteration 1F: 3 clusters Score -481544.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -481737.500000 Penalty: 2646.359619
	Iteration 2F: 3 clusters Score -481737.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -481858.906250 Penalty: 2646.359619
	Iteration 3F: 3 clusters Score -481858.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -481959.343750 Penalty: 2646.359619
	Iteration 4Q: 3 clusters Score -481959.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -482031.187500 Penalty: 2646.359619
	Iteration 5Q: 3 clusters Score -482031.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -482101.531250 Penalty: 2646.359619
	Iteration 6Q: 3 clusters Score -482101.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -482148.500000 Penalty: 2646.359619
	Iteration 7Q: 3 clusters Score -482148.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -482179.781250 Penalty: 2646.359619
	Iteration 8Q: 3 clusters Score -482179.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -482204.875000 Penalty: 2646.359619
	Iteration 9Q: 3 clusters Score -482204.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -482233.656250 Penalty: 2646.359619
	Iteration 10Q: 3 clusters Score -482233.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -482264.812500 Penalty: 2646.359619
	Iteration 11Q: 3 clusters Score -482264.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -482293.812500 Penalty: 2646.359619
	Iteration 12Q: 3 clusters Score -482293.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -482327.968750 Penalty: 2646.359619
	Iteration 13Q: 3 clusters Score -482328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -482351.968750 Penalty: 2646.359619
	Iteration 14Q: 3 clusters Score -482352 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -482371.875000 Penalty: 2646.359619
	Iteration 15Q: 3 clusters Score -482371.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -482390.187500 Penalty: 2646.359619
	Iteration 16Q: 3 clusters Score -482390.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -482404.156250 Penalty: 2646.359619
	Iteration 17Q: 3 clusters Score -482404.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -482416.593750 Penalty: 2646.359619
	Iteration 18Q: 3 clusters Score -482416.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -482427.718750 Penalty: 2646.359619
	Iteration 19Q: 3 clusters Score -482427.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -482441.656250 Penalty: 2646.359619
	Iteration 20F: 3 clusters Score -482441.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -482453.406250 Penalty: 2646.359619
	Iteration 21Q: 3 clusters Score -482453.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -482461.531250 Penalty: 2646.359619
	Iteration 22Q: 3 clusters Score -482461.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -482467.812500 Penalty: 2646.359619
	Iteration 23Q: 3 clusters Score -482467.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -482473.875000 Penalty: 2646.359619
	Iteration 24Q: 3 clusters Score -482473.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -482478.812500 Penalty: 2646.359619
	Iteration 25Q: 3 clusters Score -482478.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -482485.343750 Penalty: 2646.359619
	Iteration 26Q: 3 clusters Score -482485.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -482490.218750 Penalty: 2646.359619
	Iteration 27Q: 3 clusters Score -482490.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -482495.375000 Penalty: 2646.359619
	Iteration 28Q: 3 clusters Score -482495.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -482503.187500 Penalty: 2646.359619
	Iteration 29Q: 3 clusters Score -482503.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -482508.281250 Penalty: 2646.359619
	Iteration 30Q: 3 clusters Score -482508.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -482515.437500 Penalty: 2646.359619
	Iteration 31Q: 3 clusters Score -482515.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -482519.812500 Penalty: 2646.359619
	Iteration 32Q: 3 clusters Score -482519.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -482525.156250 Penalty: 2646.359619
	Iteration 33Q: 3 clusters Score -482525.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -482536.406250 Penalty: 2646.359619
	Iteration 34Q: 3 clusters Score -482536.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -482547.406250 Penalty: 2646.359619
	Iteration 35Q: 3 clusters Score -482547.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -482560.187500 Penalty: 2646.359619
	Iteration 36Q: 3 clusters Score -482560.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -482574.000000 Penalty: 2646.359619
	Iteration 37Q: 3 clusters Score -482574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -482586.656250 Penalty: 2646.359619
	Iteration 38Q: 3 clusters Score -482586.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -482598.500000 Penalty: 2646.359619
	Iteration 39Q: 3 clusters Score -482598.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -482605.218750 Penalty: 2646.359619
	Iteration 40F: 3 clusters Score -482605.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -482609.531250 Penalty: 2646.359619
	Iteration 41Q: 3 clusters Score -482609.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -482617.625000 Penalty: 2646.359619
	Iteration 42Q: 3 clusters Score -482617.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -482623.093750 Penalty: 2646.359619
	Iteration 43Q: 3 clusters Score -482623.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -482629.093750 Penalty: 2646.359619
	Iteration 44Q: 3 clusters Score -482629.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -482634.062500 Penalty: 2646.359619
	Iteration 45Q: 3 clusters Score -482634.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -482637.781250 Penalty: 2646.359619
	Iteration 46Q: 3 clusters Score -482637.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -482641.906250 Penalty: 2646.359619
	Iteration 47Q: 3 clusters Score -482641.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -482644.468750 Penalty: 2646.359619
	Iteration 48Q: 3 clusters Score -482644.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -482651.125000 Penalty: 2646.359619
	Iteration 49Q: 3 clusters Score -482651.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -482656.375000 Penalty: 2646.359619
	Iteration 50Q: 3 clusters Score -482656.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -482660.875000 Penalty: 2646.359619
	Iteration 51Q: 3 clusters Score -482660.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -482664.781250 Penalty: 2646.359619
	Iteration 52Q: 3 clusters Score -482664.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -482670.031250 Penalty: 2646.359619
	Iteration 53Q: 3 clusters Score -482670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -482673.218750 Penalty: 2646.359619
	Iteration 54Q: 3 clusters Score -482673.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -482676.437500 Penalty: 2646.359619
	Iteration 55Q: 3 clusters Score -482676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -482677.000000 Penalty: 2646.359619
	Iteration 56Q: 3 clusters Score -482677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -482676.968750 Penalty: 2646.359619
	Iteration 57Q: 3 clusters Score -482677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -482677.656250 Penalty: 2646.359619
	Iteration 58Q: 3 clusters Score -482677.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -482677.312500 Penalty: 2646.359619
	Iteration 59Q: 3 clusters Score -482677.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -482678.625000 Penalty: 2646.359619
	Iteration 60F: 3 clusters Score -482678.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -482679.343750 Penalty: 2646.359619
	Iteration 61Q: 3 clusters Score -482679.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -482679.343750 Penalty: 2646.359619
	Iteration 62Q: 3 clusters Score -482679.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -482680.812500 Penalty: 2646.359619
	Iteration 63Q: 3 clusters Score -482680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -482681.312500 Penalty: 2646.359619
	Iteration 64Q: 3 clusters Score -482681.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -482681.812500 Penalty: 2646.359619
	Iteration 65Q: 3 clusters Score -482681.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -482683.531250 Penalty: 2646.359619
	Iteration 66Q: 3 clusters Score -482683.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -482683.468750 Penalty: 2646.359619
	Iteration 67Q: 3 clusters Score -482683.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -482684.125000 Penalty: 2646.359619
	Iteration 68Q: 3 clusters Score -482684.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -482684.625000 Penalty: 2646.359619
	Iteration 69Q: 3 clusters Score -482684.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -482684.625000 Penalty: 2646.359619
	Iteration 70F: 3 clusters Score -482684.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -19569.041016 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -19569.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19097.804688 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -19097.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -19336.582031 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -19336.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -19408.593750 Penalty: 1720.324097
	Iteration 2Q: 3 clusters Score -19408.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -19503.062500 Penalty: 1720.324097
	Iteration 3Q: 3 clusters Score -19503.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -19519.640625 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -19519.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -19542.845703 Penalty: 1720.324097
	Iteration 5Q: 3 clusters Score -19542.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -19585.296875 Penalty: 1720.324097
	Iteration 6Q: 3 clusters Score -19585.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -19585.349609 Penalty: 1720.324097
	Iteration 7F: 3 clusters Score -19585.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -19590.960938 Penalty: 1720.324097
	Iteration 8Q: 3 clusters Score -19590.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -19596.843750 Penalty: 1720.324097
	Iteration 9Q: 3 clusters Score -19596.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -19596.843750 Penalty: 1720.324097
	Iteration 10F: 3 clusters Score -19596.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14168 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19578 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 59 members 
Mstep: Class 21 contains 19666 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19798 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15247 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6764 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 140 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5385 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18965 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15153 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16646 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15769 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23159 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6926 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6653 members 
Mstep: Class 79 contains 20516 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19098 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7864 members 
Entering Unmasked Estep 
Score: -85942120.000000 Penalty: 185964.312500
Splitting cluster 43 changes total score from -85943368.000000 to -85942120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -197905.468750 Penalty: 1197.764771
	Iteration 0F: 2 clusters Score -197905.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -196088.781250 Penalty: 2395.529541
	Iteration 0F: 3 clusters Score -196088.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -196481.921875 Penalty: 2395.529541
	Iteration 1F: 3 clusters Score -196481.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -196577.312500 Penalty: 2395.529541
	Iteration 2F: 3 clusters Score -196577.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -196631.937500 Penalty: 2395.529541
	Iteration 3Q: 3 clusters Score -196631.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -196672.531250 Penalty: 2395.529541
	Iteration 4Q: 3 clusters Score -196672.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -196728.937500 Penalty: 2395.529541
	Iteration 5Q: 3 clusters Score -196728.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -196777.359375 Penalty: 2395.529541
	Iteration 6Q: 3 clusters Score -196777.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -196827.156250 Penalty: 2395.529541
	Iteration 7Q: 3 clusters Score -196827.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -196866.796875 Penalty: 2395.529541
	Iteration 8Q: 3 clusters Score -196866.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -196899.609375 Penalty: 2395.529541
	Iteration 9Q: 3 clusters Score -196899.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -196932.203125 Penalty: 2395.529541
	Iteration 10Q: 3 clusters Score -196932.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -196976.406250 Penalty: 2395.529541
	Iteration 11Q: 3 clusters Score -196976.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -197011.656250 Penalty: 2395.529541
	Iteration 12Q: 3 clusters Score -197011.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -197035.718750 Penalty: 2395.529541
	Iteration 13Q: 3 clusters Score -197035.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -197064.171875 Penalty: 2395.529541
	Iteration 14Q: 3 clusters Score -197064.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -197103.453125 Penalty: 2395.529541
	Iteration 15Q: 3 clusters Score -197103.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -197145.437500 Penalty: 2395.529541
	Iteration 16Q: 3 clusters Score -197145.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -197179.156250 Penalty: 2395.529541
	Iteration 17Q: 3 clusters Score -197179.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -197215.093750 Penalty: 2395.529541
	Iteration 18Q: 3 clusters Score -197215.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -197260.062500 Penalty: 2395.529541
	Iteration 19Q: 3 clusters Score -197260.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -197294.468750 Penalty: 2395.529541
	Iteration 20F: 3 clusters Score -197294.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -197336.765625 Penalty: 2395.529541
	Iteration 21Q: 3 clusters Score -197336.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -197374.781250 Penalty: 2395.529541
	Iteration 22Q: 3 clusters Score -197374.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -197413.296875 Penalty: 2395.529541
	Iteration 23Q: 3 clusters Score -197413.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -197464.953125 Penalty: 2395.529541
	Iteration 24Q: 3 clusters Score -197465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -197504.890625 Penalty: 2395.529541
	Iteration 25Q: 3 clusters Score -197504.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -197530.781250 Penalty: 2395.529541
	Iteration 26Q: 3 clusters Score -197530.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -197560.812500 Penalty: 2395.529541
	Iteration 27Q: 3 clusters Score -197560.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -197584.421875 Penalty: 2395.529541
	Iteration 28Q: 3 clusters Score -197584.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -197602.937500 Penalty: 2395.529541
	Iteration 29Q: 3 clusters Score -197602.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -197615.671875 Penalty: 2395.529541
	Iteration 30Q: 3 clusters Score -197615.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -197621.593750 Penalty: 2395.529541
	Iteration 31Q: 3 clusters Score -197621.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -197626.312500 Penalty: 2395.529541
	Iteration 32Q: 3 clusters Score -197626.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -197630.062500 Penalty: 2395.529541
	Iteration 33Q: 3 clusters Score -197630.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -197633.546875 Penalty: 2395.529541
	Iteration 34Q: 3 clusters Score -197633.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -197638.812500 Penalty: 2395.529541
	Iteration 35Q: 3 clusters Score -197638.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -197643.531250 Penalty: 2395.529541
	Iteration 36Q: 3 clusters Score -197643.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -197651.015625 Penalty: 2395.529541
	Iteration 37Q: 3 clusters Score -197651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -197661.890625 Penalty: 2395.529541
	Iteration 38Q: 3 clusters Score -197661.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -197670.625000 Penalty: 2395.529541
	Iteration 39Q: 3 clusters Score -197670.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -197674.609375 Penalty: 2395.529541
	Iteration 40F: 3 clusters Score -197674.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -197676.390625 Penalty: 2395.529541
	Iteration 41Q: 3 clusters Score -197676.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -197676.843750 Penalty: 2395.529541
	Iteration 42Q: 3 clusters Score -197676.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -197676.843750 Penalty: 2395.529541
	Iteration 43F: 3 clusters Score -197676.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Entering Unmasked Estep 
Score: -343436.968750 Penalty: 1277.217407
	Iteration 0F: 2 clusters Score -343437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -340985.531250 Penalty: 2554.434814
	Iteration 0F: 3 clusters Score -340985.5 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -341630.406250 Penalty: 2554.434814
	Iteration 1F: 3 clusters Score -341630.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -341789.781250 Penalty: 2554.434814
	Iteration 2F: 3 clusters Score -341789.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -341876.531250 Penalty: 2554.434814
	Iteration 3F: 3 clusters Score -341876.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -341951.812500 Penalty: 2554.434814
	Iteration 4Q: 3 clusters Score -341951.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -341998.656250 Penalty: 2554.434814
	Iteration 5Q: 3 clusters Score -341998.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -342046.656250 Penalty: 2554.434814
	Iteration 6Q: 3 clusters Score -342046.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -342118.031250 Penalty: 2554.434814
	Iteration 7Q: 3 clusters Score -342118 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -342206.718750 Penalty: 2554.434814
	Iteration 8Q: 3 clusters Score -342206.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -342288.343750 Penalty: 2554.434814
	Iteration 9Q: 3 clusters Score -342288.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -342375.312500 Penalty: 2554.434814
	Iteration 10Q: 3 clusters Score -342375.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -342459.843750 Penalty: 2554.434814
	Iteration 11Q: 3 clusters Score -342459.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -342512.781250 Penalty: 2554.434814
	Iteration 12Q: 3 clusters Score -342512.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -342548.406250 Penalty: 2554.434814
	Iteration 13Q: 3 clusters Score -342548.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -342582.312500 Penalty: 2554.434814
	Iteration 14Q: 3 clusters Score -342582.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -342610.406250 Penalty: 2554.434814
	Iteration 15Q: 3 clusters Score -342610.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -342640.750000 Penalty: 2554.434814
	Iteration 16Q: 3 clusters Score -342640.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -342677.843750 Penalty: 2554.434814
	Iteration 17Q: 3 clusters Score -342677.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -342707.875000 Penalty: 2554.434814
	Iteration 18Q: 3 clusters Score -342707.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -342743.812500 Penalty: 2554.434814
	Iteration 19Q: 3 clusters Score -342743.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -342780.218750 Penalty: 2554.434814
	Iteration 20F: 3 clusters Score -342780.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -342822.906250 Penalty: 2554.434814
	Iteration 21Q: 3 clusters Score -342822.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -342880.031250 Penalty: 2554.434814
	Iteration 22Q: 3 clusters Score -342880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -342924.250000 Penalty: 2554.434814
	Iteration 23Q: 3 clusters Score -342924.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -342955.343750 Penalty: 2554.434814
	Iteration 24Q: 3 clusters Score -342955.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -342978.687500 Penalty: 2554.434814
	Iteration 25Q: 3 clusters Score -342978.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -343002.343750 Penalty: 2554.434814
	Iteration 26Q: 3 clusters Score -343002.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -343028.031250 Penalty: 2554.434814
	Iteration 27Q: 3 clusters Score -343028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -343055.125000 Penalty: 2554.434814
	Iteration 28Q: 3 clusters Score -343055.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -343073.531250 Penalty: 2554.434814
	Iteration 29Q: 3 clusters Score -343073.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -343105.593750 Penalty: 2554.434814
	Iteration 30Q: 3 clusters Score -343105.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -343143.250000 Penalty: 2554.434814
	Iteration 31Q: 3 clusters Score -343143.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -343169.156250 Penalty: 2554.434814
	Iteration 32Q: 3 clusters Score -343169.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -343189.093750 Penalty: 2554.434814
	Iteration 33Q: 3 clusters Score -343189.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -343208.531250 Penalty: 2554.434814
	Iteration 34Q: 3 clusters Score -343208.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -343225.437500 Penalty: 2554.434814
	Iteration 35Q: 3 clusters Score -343225.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -343233.781250 Penalty: 2554.434814
	Iteration 36Q: 3 clusters Score -343233.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -343240.750000 Penalty: 2554.434814
	Iteration 37Q: 3 clusters Score -343240.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -343251.156250 Penalty: 2554.434814
	Iteration 38Q: 3 clusters Score -343251.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -343259.500000 Penalty: 2554.434814
	Iteration 39Q: 3 clusters Score -343259.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -343264.812500 Penalty: 2554.434814
	Iteration 40F: 3 clusters Score -343264.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -343272.500000 Penalty: 2554.434814
	Iteration 41Q: 3 clusters Score -343272.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -343280.593750 Penalty: 2554.434814
	Iteration 42Q: 3 clusters Score -343280.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -343286.500000 Penalty: 2554.434814
	Iteration 43Q: 3 clusters Score -343286.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -343293.031250 Penalty: 2554.434814
	Iteration 44Q: 3 clusters Score -343293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -343302.125000 Penalty: 2554.434814
	Iteration 45Q: 3 clusters Score -343302.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -343307.406250 Penalty: 2554.434814
	Iteration 46Q: 3 clusters Score -343307.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -343311.343750 Penalty: 2554.434814
	Iteration 47Q: 3 clusters Score -343311.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -343317.062500 Penalty: 2554.434814
	Iteration 48Q: 3 clusters Score -343317.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -343322.156250 Penalty: 2554.434814
	Iteration 49Q: 3 clusters Score -343322.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -343324.250000 Penalty: 2554.434814
	Iteration 50Q: 3 clusters Score -343324.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -343326.000000 Penalty: 2554.434814
	Iteration 51Q: 3 clusters Score -343326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -343327.343750 Penalty: 2554.434814
	Iteration 52Q: 3 clusters Score -343327.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -343330.375000 Penalty: 2554.434814
	Iteration 53Q: 3 clusters Score -343330.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -343332.437500 Penalty: 2554.434814
	Iteration 54Q: 3 clusters Score -343332.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -343333.000000 Penalty: 2554.434814
	Iteration 55Q: 3 clusters Score -343333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -343333.750000 Penalty: 2554.434814
	Iteration 56Q: 3 clusters Score -343333.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -343334.375000 Penalty: 2554.434814
	Iteration 57Q: 3 clusters Score -343334.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -343335.562500 Penalty: 2554.434814
	Iteration 58Q: 3 clusters Score -343335.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -343335.500000 Penalty: 2554.434814
	Iteration 59Q: 3 clusters Score -343335.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -343335.531250 Penalty: 2554.434814
	Iteration 60F: 3 clusters Score -343335.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Entering Unmasked Estep 
Score: -940598.875000 Penalty: 1419.261353
	Iteration 0F: 2 clusters Score -940598.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -935915.562500 Penalty: 2838.522705
	Iteration 0F: 3 clusters Score -935915.6 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -937209.625000 Penalty: 2838.522705
	Iteration 1F: 3 clusters Score -937209.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -937392.687500 Penalty: 2838.522705
	Iteration 2F: 3 clusters Score -937392.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -937540.937500 Penalty: 2838.522705
	Iteration 3Q: 3 clusters Score -937540.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -937666.437500 Penalty: 2838.522705
	Iteration 4Q: 3 clusters Score -937666.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -937782.875000 Penalty: 2838.522705
	Iteration 5Q: 3 clusters Score -937782.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -937879.437500 Penalty: 2838.522705
	Iteration 6Q: 3 clusters Score -937879.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -937991.000000 Penalty: 2838.522705
	Iteration 7Q: 3 clusters Score -937991 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -938115.687500 Penalty: 2838.522705
	Iteration 8Q: 3 clusters Score -938115.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -938251.062500 Penalty: 2838.522705
	Iteration 9Q: 3 clusters Score -938251.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -938367.750000 Penalty: 2838.522705
	Iteration 10Q: 3 clusters Score -938367.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -938471.812500 Penalty: 2838.522705
	Iteration 11Q: 3 clusters Score -938471.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -938561.437500 Penalty: 2838.522705
	Iteration 12Q: 3 clusters Score -938561.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -938656.875000 Penalty: 2838.522705
	Iteration 13Q: 3 clusters Score -938656.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -938742.812500 Penalty: 2838.522705
	Iteration 14Q: 3 clusters Score -938742.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -938823.562500 Penalty: 2838.522705
	Iteration 15Q: 3 clusters Score -938823.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -938913.937500 Penalty: 2838.522705
	Iteration 16Q: 3 clusters Score -938913.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -938997.500000 Penalty: 2838.522705
	Iteration 17Q: 3 clusters Score -938997.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -939068.937500 Penalty: 2838.522705
	Iteration 18Q: 3 clusters Score -939068.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -939137.875000 Penalty: 2838.522705
	Iteration 19Q: 3 clusters Score -939137.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -939196.250000 Penalty: 2838.522705
	Iteration 20F: 3 clusters Score -939196.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -939242.125000 Penalty: 2838.522705
	Iteration 21Q: 3 clusters Score -939242.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -939284.812500 Penalty: 2838.522705
	Iteration 22Q: 3 clusters Score -939284.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -939310.062500 Penalty: 2838.522705
	Iteration 23Q: 3 clusters Score -939310.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -939337.437500 Penalty: 2838.522705
	Iteration 24Q: 3 clusters Score -939337.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -939352.812500 Penalty: 2838.522705
	Iteration 25Q: 3 clusters Score -939352.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -939365.562500 Penalty: 2838.522705
	Iteration 26Q: 3 clusters Score -939365.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -939368.500000 Penalty: 2838.522705
	Iteration 27Q: 3 clusters Score -939368.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -939371.375000 Penalty: 2838.522705
	Iteration 28Q: 3 clusters Score -939371.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -939375.437500 Penalty: 2838.522705
	Iteration 29Q: 3 clusters Score -939375.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -939376.187500 Penalty: 2838.522705
	Iteration 30Q: 3 clusters Score -939376.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -939376.187500 Penalty: 2838.522705
	Iteration 31F: 3 clusters Score -939376.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -238765.328125 Penalty: 1213.726074
	Iteration 0F: 2 clusters Score -238765.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -236863.531250 Penalty: 2427.452148
	Iteration 0F: 3 clusters Score -236863.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -237292.890625 Penalty: 2427.452148
	Iteration 1F: 3 clusters Score -237292.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -237441.640625 Penalty: 2427.452148
	Iteration 2F: 3 clusters Score -237441.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -237526.984375 Penalty: 2427.452148
	Iteration 3F: 3 clusters Score -237527 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -237584.546875 Penalty: 2427.452148
	Iteration 4Q: 3 clusters Score -237584.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -237659.281250 Penalty: 2427.452148
	Iteration 5Q: 3 clusters Score -237659.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -237753.000000 Penalty: 2427.452148
	Iteration 6Q: 3 clusters Score -237753 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -237850.281250 Penalty: 2427.452148
	Iteration 7Q: 3 clusters Score -237850.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -237957.937500 Penalty: 2427.452148
	Iteration 8Q: 3 clusters Score -237957.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -238071.812500 Penalty: 2427.452148
	Iteration 9Q: 3 clusters Score -238071.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -238143.250000 Penalty: 2427.452148
	Iteration 10Q: 3 clusters Score -238143.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -238202.218750 Penalty: 2427.452148
	Iteration 11Q: 3 clusters Score -238202.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -238248.609375 Penalty: 2427.452148
	Iteration 12Q: 3 clusters Score -238248.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -238284.453125 Penalty: 2427.452148
	Iteration 13Q: 3 clusters Score -238284.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -238301.265625 Penalty: 2427.452148
	Iteration 14Q: 3 clusters Score -238301.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -238306.421875 Penalty: 2427.452148
	Iteration 15Q: 3 clusters Score -238306.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -238310.765625 Penalty: 2427.452148
	Iteration 16Q: 3 clusters Score -238310.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -238317.937500 Penalty: 2427.452148
	Iteration 17Q: 3 clusters Score -238317.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -238328.156250 Penalty: 2427.452148
	Iteration 18Q: 3 clusters Score -238328.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -238335.468750 Penalty: 2427.452148
	Iteration 19Q: 3 clusters Score -238335.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -238341.859375 Penalty: 2427.452148
	Iteration 20F: 3 clusters Score -238341.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -238352.000000 Penalty: 2427.452148
	Iteration 21Q: 3 clusters Score -238352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -238360.218750 Penalty: 2427.452148
	Iteration 22Q: 3 clusters Score -238360.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -238364.765625 Penalty: 2427.452148
	Iteration 23Q: 3 clusters Score -238364.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -238366.328125 Penalty: 2427.452148
	Iteration 24Q: 3 clusters Score -238366.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -238367.812500 Penalty: 2427.452148
	Iteration 25Q: 3 clusters Score -238367.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -238368.109375 Penalty: 2427.452148
	Iteration 26Q: 3 clusters Score -238368.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -238368.109375 Penalty: 2427.452148
	Iteration 27F: 3 clusters Score -238368.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Entering Unmasked Estep 
Score: -819187.562500 Penalty: 1396.098022
	Iteration 0F: 2 clusters Score -819187.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -814961.937500 Penalty: 2792.196045
	Iteration 0F: 3 clusters Score -814961.9 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -816135.937500 Penalty: 2792.196045
	Iteration 1F: 3 clusters Score -816135.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -816296.375000 Penalty: 2792.196045
	Iteration 2F: 3 clusters Score -816296.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -816419.750000 Penalty: 2792.196045
	Iteration 3Q: 3 clusters Score -816419.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -816510.437500 Penalty: 2792.196045
	Iteration 4Q: 3 clusters Score -816510.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -816582.187500 Penalty: 2792.196045
	Iteration 5Q: 3 clusters Score -816582.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -816653.062500 Penalty: 2792.196045
	Iteration 6Q: 3 clusters Score -816653.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -816726.812500 Penalty: 2792.196045
	Iteration 7Q: 3 clusters Score -816726.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -816797.750000 Penalty: 2792.196045
	Iteration 8Q: 3 clusters Score -816797.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -816884.187500 Penalty: 2792.196045
	Iteration 9Q: 3 clusters Score -816884.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -816981.937500 Penalty: 2792.196045
	Iteration 10Q: 3 clusters Score -816981.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -817072.312500 Penalty: 2792.196045
	Iteration 11Q: 3 clusters Score -817072.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -817171.250000 Penalty: 2792.196045
	Iteration 12Q: 3 clusters Score -817171.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -817290.250000 Penalty: 2792.196045
	Iteration 13Q: 3 clusters Score -817290.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -817419.750000 Penalty: 2792.196045
	Iteration 14Q: 3 clusters Score -817419.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -817533.062500 Penalty: 2792.196045
	Iteration 15Q: 3 clusters Score -817533.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -817647.000000 Penalty: 2792.196045
	Iteration 16Q: 3 clusters Score -817647 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -817735.062500 Penalty: 2792.196045
	Iteration 17Q: 3 clusters Score -817735.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -817794.375000 Penalty: 2792.196045
	Iteration 18Q: 3 clusters Score -817794.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -817838.875000 Penalty: 2792.196045
	Iteration 19Q: 3 clusters Score -817838.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -817880.187500 Penalty: 2792.196045
	Iteration 20F: 3 clusters Score -817880.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -817922.312500 Penalty: 2792.196045
	Iteration 21Q: 3 clusters Score -817922.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -817957.812500 Penalty: 2792.196045
	Iteration 22Q: 3 clusters Score -817957.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -817972.312500 Penalty: 2792.196045
	Iteration 23Q: 3 clusters Score -817972.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -817989.812500 Penalty: 2792.196045
	Iteration 24Q: 3 clusters Score -817989.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -818003.062500 Penalty: 2792.196045
	Iteration 25Q: 3 clusters Score -818003.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -818006.187500 Penalty: 2792.196045
	Iteration 26Q: 3 clusters Score -818006.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -818011.500000 Penalty: 2792.196045
	Iteration 27Q: 3 clusters Score -818011.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -818019.375000 Penalty: 2792.196045
	Iteration 28Q: 3 clusters Score -818019.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -818024.500000 Penalty: 2792.196045
	Iteration 29Q: 3 clusters Score -818024.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -818025.312500 Penalty: 2792.196045
	Iteration 30Q: 3 clusters Score -818025.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -818030.687500 Penalty: 2792.196045
	Iteration 31Q: 3 clusters Score -818030.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -818032.187500 Penalty: 2792.196045
	Iteration 32Q: 3 clusters Score -818032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -818032.812500 Penalty: 2792.196045
	Iteration 33Q: 3 clusters Score -818032.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -818034.562500 Penalty: 2792.196045
	Iteration 34Q: 3 clusters Score -818034.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -818034.625000 Penalty: 2792.196045
	Iteration 35Q: 3 clusters Score -818034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -818035.750000 Penalty: 2792.196045
	Iteration 36Q: 3 clusters Score -818035.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -818035.750000 Penalty: 2792.196045
	Iteration 37F: 3 clusters Score -818035.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (14570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Entering Unmasked Estep 
Score: -2109836.750000 Penalty: 1557.841919
	Iteration 0F: 2 clusters Score -2109837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2099808.500000 Penalty: 3115.683838
	Iteration 0F: 3 clusters Score -2099808 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2103689.250000 Penalty: 3115.683838
	Iteration 1F: 3 clusters Score -2103689 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2104296.500000 Penalty: 3115.683838
	Iteration 2F: 3 clusters Score -2104296 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2104868.000000 Penalty: 3115.683838
	Iteration 3F: 3 clusters Score -2104868 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2105377.500000 Penalty: 3115.683838
	Iteration 4F: 3 clusters Score -2105378 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2105827.500000 Penalty: 3115.683838
	Iteration 5F: 3 clusters Score -2105828 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2106182.250000 Penalty: 3115.683838
	Iteration 6Q: 3 clusters Score -2106182 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2106436.500000 Penalty: 3115.683838
	Iteration 7Q: 3 clusters Score -2106436 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2106626.750000 Penalty: 3115.683838
	Iteration 8Q: 3 clusters Score -2106627 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2106766.750000 Penalty: 3115.683838
	Iteration 9Q: 3 clusters Score -2106767 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2106877.250000 Penalty: 3115.683838
	Iteration 10Q: 3 clusters Score -2106877 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2106954.750000 Penalty: 3115.683838
	Iteration 11Q: 3 clusters Score -2106955 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2107006.500000 Penalty: 3115.683838
	Iteration 12Q: 3 clusters Score -2107006 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2107057.000000 Penalty: 3115.683838
	Iteration 13Q: 3 clusters Score -2107057 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2107090.500000 Penalty: 3115.683838
	Iteration 14Q: 3 clusters Score -2107090 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2107113.250000 Penalty: 3115.683838
	Iteration 15Q: 3 clusters Score -2107113 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2107122.750000 Penalty: 3115.683838
	Iteration 16Q: 3 clusters Score -2107123 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2107148.750000 Penalty: 3115.683838
	Iteration 17Q: 3 clusters Score -2107149 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2107155.750000 Penalty: 3115.683838
	Iteration 18Q: 3 clusters Score -2107156 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2107171.750000 Penalty: 3115.683838
	Iteration 19Q: 3 clusters Score -2107172 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2107186.000000 Penalty: 3115.683838
	Iteration 20F: 3 clusters Score -2107186 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2107194.500000 Penalty: 3115.683838
	Iteration 21Q: 3 clusters Score -2107194 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2107206.250000 Penalty: 3115.683838
	Iteration 22Q: 3 clusters Score -2107206 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2107210.000000 Penalty: 3115.683838
	Iteration 23Q: 3 clusters Score -2107210 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2107220.750000 Penalty: 3115.683838
	Iteration 24Q: 3 clusters Score -2107221 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2107221.750000 Penalty: 3115.683838
	Iteration 25Q: 3 clusters Score -2107222 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2107220.750000 Penalty: 3115.683838
	Iteration 26Q: 3 clusters Score -2107221 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2107222.750000 Penalty: 3115.683838
	Iteration 27Q: 3 clusters Score -2107223 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2107228.250000 Penalty: 3115.683838
	Iteration 28Q: 3 clusters Score -2107228 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2107231.500000 Penalty: 3115.683838
	Iteration 29Q: 3 clusters Score -2107232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2107241.500000 Penalty: 3115.683838
	Iteration 30Q: 3 clusters Score -2107242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2107247.500000 Penalty: 3115.683838
	Iteration 31Q: 3 clusters Score -2107248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2107258.000000 Penalty: 3115.683838
	Iteration 32Q: 3 clusters Score -2107258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2107254.750000 Penalty: 3115.683838
	Iteration 33Q: 3 clusters Score -2107255 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2107258.000000 Penalty: 3115.683838
	Iteration 34Q: 3 clusters Score -2107258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2107271.750000 Penalty: 3115.683838
	Iteration 35Q: 3 clusters Score -2107272 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2107272.750000 Penalty: 3115.683838
	Iteration 36Q: 3 clusters Score -2107273 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2107280.500000 Penalty: 3115.683838
	Iteration 37Q: 3 clusters Score -2107280 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2107286.000000 Penalty: 3115.683838
	Iteration 38Q: 3 clusters Score -2107286 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2107298.500000 Penalty: 3115.683838
	Iteration 39Q: 3 clusters Score -2107298 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2107307.000000 Penalty: 3115.683838
	Iteration 40F: 3 clusters Score -2107307 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2107324.250000 Penalty: 3115.683838
	Iteration 41Q: 3 clusters Score -2107324 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2107336.500000 Penalty: 3115.683838
	Iteration 42Q: 3 clusters Score -2107336 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2107352.250000 Penalty: 3115.683838
	Iteration 43Q: 3 clusters Score -2107352 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2107357.250000 Penalty: 3115.683838
	Iteration 44Q: 3 clusters Score -2107357 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2107362.250000 Penalty: 3115.683838
	Iteration 45Q: 3 clusters Score -2107362 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2107375.250000 Penalty: 3115.683838
	Iteration 46Q: 3 clusters Score -2107375 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2107397.750000 Penalty: 3115.683838
	Iteration 47Q: 3 clusters Score -2107398 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2107417.250000 Penalty: 3115.683838
	Iteration 48Q: 3 clusters Score -2107417 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2107438.000000 Penalty: 3115.683838
	Iteration 49Q: 3 clusters Score -2107438 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2107463.750000 Penalty: 3115.683838
	Iteration 50Q: 3 clusters Score -2107464 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2107478.000000 Penalty: 3115.683838
	Iteration 51Q: 3 clusters Score -2107478 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2107524.750000 Penalty: 3115.683838
	Iteration 52Q: 3 clusters Score -2107525 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2107600.000000 Penalty: 3115.683838
	Iteration 53Q: 3 clusters Score -2107600 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2107715.000000 Penalty: 3115.683838
	Iteration 54Q: 3 clusters Score -2107715 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2107884.000000 Penalty: 3115.683838
	Iteration 55Q: 3 clusters Score -2107884 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2108096.000000 Penalty: 3115.683838
	Iteration 56Q: 3 clusters Score -2108096 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2108300.750000 Penalty: 3115.683838
	Iteration 57Q: 3 clusters Score -2108301 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2108488.000000 Penalty: 3115.683838
	Iteration 58Q: 3 clusters Score -2108488 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2108609.750000 Penalty: 3115.683838
	Iteration 59Q: 3 clusters Score -2108610 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2108712.000000 Penalty: 3115.683838
	Iteration 60F: 3 clusters Score -2108712 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2108783.500000 Penalty: 3115.683838
	Iteration 61Q: 3 clusters Score -2108784 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2108837.250000 Penalty: 3115.683838
	Iteration 62Q: 3 clusters Score -2108837 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2108885.750000 Penalty: 3115.683838
	Iteration 63Q: 3 clusters Score -2108886 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2108915.750000 Penalty: 3115.683838
	Iteration 64Q: 3 clusters Score -2108916 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2108940.250000 Penalty: 3115.683838
	Iteration 65Q: 3 clusters Score -2108940 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2108965.250000 Penalty: 3115.683838
	Iteration 66Q: 3 clusters Score -2108965 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2108984.250000 Penalty: 3115.683838
	Iteration 67Q: 3 clusters Score -2108984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2109004.000000 Penalty: 3115.683838
	Iteration 68Q: 3 clusters Score -2109004 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2109012.250000 Penalty: 3115.683838
	Iteration 69Q: 3 clusters Score -2109012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2109012.500000 Penalty: 3115.683838
	Iteration 70Q: 3 clusters Score -2109012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2109017.000000 Penalty: 3115.683838
	Iteration 71Q: 3 clusters Score -2109017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2109027.750000 Penalty: 3115.683838
	Iteration 72Q: 3 clusters Score -2109028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2109025.750000 Penalty: 3115.683838
	Iteration 73Q: 3 clusters Score -2109026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2109028.000000 Penalty: 3115.683838
	Iteration 74Q: 3 clusters Score -2109028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2109034.750000 Penalty: 3115.683838
	Iteration 75Q: 3 clusters Score -2109035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2109033.750000 Penalty: 3115.683838
	Iteration 76Q: 3 clusters Score -2109034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2109039.250000 Penalty: 3115.683838
	Iteration 77Q: 3 clusters Score -2109039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2109041.750000 Penalty: 3115.683838
	Iteration 78Q: 3 clusters Score -2109042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2109044.250000 Penalty: 3115.683838
	Iteration 79Q: 3 clusters Score -2109044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2109038.000000 Penalty: 3115.683838
	Iteration 80F: 3 clusters Score -2109038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2109038.250000 Penalty: 3115.683838
	Iteration 81Q: 3 clusters Score -2109038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2109044.500000 Penalty: 3115.683838
	Iteration 82Q: 3 clusters Score -2109044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2109052.750000 Penalty: 3115.683838
	Iteration 83Q: 3 clusters Score -2109053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2109052.750000 Penalty: 3115.683838
	Iteration 84Q: 3 clusters Score -2109053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2109054.750000 Penalty: 3115.683838
	Iteration 85Q: 3 clusters Score -2109055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2109055.500000 Penalty: 3115.683838
	Iteration 86Q: 3 clusters Score -2109056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2109057.250000 Penalty: 3115.683838
	Iteration 87Q: 3 clusters Score -2109057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2109055.500000 Penalty: 3115.683838
	Iteration 88Q: 3 clusters Score -2109056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2109054.750000 Penalty: 3115.683838
	Iteration 89Q: 3 clusters Score -2109055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2109055.500000 Penalty: 3115.683838
	Iteration 90Q: 3 clusters Score -2109056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2109057.500000 Penalty: 3115.683838
	Iteration 91Q: 3 clusters Score -2109058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2109055.500000 Penalty: 3115.683838
	Iteration 92Q: 3 clusters Score -2109056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2109059.250000 Penalty: 3115.683838
	Iteration 93Q: 3 clusters Score -2109059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2109059.500000 Penalty: 3115.683838
	Iteration 94Q: 3 clusters Score -2109060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2109063.000000 Penalty: 3115.683838
	Iteration 95Q: 3 clusters Score -2109063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2109060.000000 Penalty: 3115.683838
	Iteration 96Q: 3 clusters Score -2109060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2109059.250000 Penalty: 3115.683838
	Iteration 97Q: 3 clusters Score -2109059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2109060.500000 Penalty: 3115.683838
	Iteration 98Q: 3 clusters Score -2109060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2109059.750000 Penalty: 3115.683838
	Iteration 99Q: 3 clusters Score -2109060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2109060.500000 Penalty: 3115.683838
	Iteration 100F: 3 clusters Score -2109060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (10392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Entering Unmasked Estep 
Score: -1578774.375000 Penalty: 1502.928711
	Iteration 0F: 2 clusters Score -1578774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1571457.000000 Penalty: 3005.857422
	Iteration 0F: 3 clusters Score -1571457 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1573941.250000 Penalty: 3005.857422
	Iteration 1F: 3 clusters Score -1573941 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1574248.500000 Penalty: 3005.857422
	Iteration 2F: 3 clusters Score -1574248 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1574473.125000 Penalty: 3005.857422
	Iteration 3F: 3 clusters Score -1574473 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1574620.375000 Penalty: 3005.857422
	Iteration 4Q: 3 clusters Score -1574620 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1574740.250000 Penalty: 3005.857422
	Iteration 5Q: 3 clusters Score -1574740 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1574842.500000 Penalty: 3005.857422
	Iteration 6Q: 3 clusters Score -1574842 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1574944.750000 Penalty: 3005.857422
	Iteration 7Q: 3 clusters Score -1574945 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1575046.750000 Penalty: 3005.857422
	Iteration 8Q: 3 clusters Score -1575047 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1575154.875000 Penalty: 3005.857422
	Iteration 9Q: 3 clusters Score -1575155 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1575288.000000 Penalty: 3005.857422
	Iteration 10Q: 3 clusters Score -1575288 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1575453.750000 Penalty: 3005.857422
	Iteration 11Q: 3 clusters Score -1575454 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1575634.375000 Penalty: 3005.857422
	Iteration 12Q: 3 clusters Score -1575634 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1575827.875000 Penalty: 3005.857422
	Iteration 13Q: 3 clusters Score -1575828 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1576037.000000 Penalty: 3005.857422
	Iteration 14Q: 3 clusters Score -1576037 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1576247.000000 Penalty: 3005.857422
	Iteration 15Q: 3 clusters Score -1576247 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1576428.250000 Penalty: 3005.857422
	Iteration 16Q: 3 clusters Score -1576428 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1576582.750000 Penalty: 3005.857422
	Iteration 17Q: 3 clusters Score -1576583 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1576686.375000 Penalty: 3005.857422
	Iteration 18Q: 3 clusters Score -1576686 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1576771.875000 Penalty: 3005.857422
	Iteration 19Q: 3 clusters Score -1576772 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1576857.875000 Penalty: 3005.857422
	Iteration 20F: 3 clusters Score -1576858 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1576925.125000 Penalty: 3005.857422
	Iteration 21Q: 3 clusters Score -1576925 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1576990.000000 Penalty: 3005.857422
	Iteration 22Q: 3 clusters Score -1576990 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1577045.375000 Penalty: 3005.857422
	Iteration 23Q: 3 clusters Score -1577045 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1577106.750000 Penalty: 3005.857422
	Iteration 24Q: 3 clusters Score -1577107 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1577166.500000 Penalty: 3005.857422
	Iteration 25Q: 3 clusters Score -1577166 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1577217.875000 Penalty: 3005.857422
	Iteration 26Q: 3 clusters Score -1577218 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1577262.250000 Penalty: 3005.857422
	Iteration 27Q: 3 clusters Score -1577262 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1577302.125000 Penalty: 3005.857422
	Iteration 28Q: 3 clusters Score -1577302 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1577327.625000 Penalty: 3005.857422
	Iteration 29Q: 3 clusters Score -1577328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1577352.750000 Penalty: 3005.857422
	Iteration 30Q: 3 clusters Score -1577353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1577368.250000 Penalty: 3005.857422
	Iteration 31Q: 3 clusters Score -1577368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1577380.375000 Penalty: 3005.857422
	Iteration 32Q: 3 clusters Score -1577380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1577394.750000 Penalty: 3005.857422
	Iteration 33Q: 3 clusters Score -1577395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1577404.750000 Penalty: 3005.857422
	Iteration 34Q: 3 clusters Score -1577405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1577417.125000 Penalty: 3005.857422
	Iteration 35Q: 3 clusters Score -1577417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1577424.875000 Penalty: 3005.857422
	Iteration 36Q: 3 clusters Score -1577425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1577436.625000 Penalty: 3005.857422
	Iteration 37Q: 3 clusters Score -1577437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1577450.750000 Penalty: 3005.857422
	Iteration 38Q: 3 clusters Score -1577451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1577455.500000 Penalty: 3005.857422
	Iteration 39Q: 3 clusters Score -1577456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1577463.750000 Penalty: 3005.857422
	Iteration 40F: 3 clusters Score -1577464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1577467.875000 Penalty: 3005.857422
	Iteration 41Q: 3 clusters Score -1577468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1577470.000000 Penalty: 3005.857422
	Iteration 42Q: 3 clusters Score -1577470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1577473.500000 Penalty: 3005.857422
	Iteration 43Q: 3 clusters Score -1577474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1577473.375000 Penalty: 3005.857422
	Iteration 44Q: 3 clusters Score -1577473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1577475.000000 Penalty: 3005.857422
	Iteration 45Q: 3 clusters Score -1577475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1577477.500000 Penalty: 3005.857422
	Iteration 46Q: 3 clusters Score -1577478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1577480.250000 Penalty: 3005.857422
	Iteration 47Q: 3 clusters Score -1577480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1577480.375000 Penalty: 3005.857422
	Iteration 48Q: 3 clusters Score -1577480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1577483.625000 Penalty: 3005.857422
	Iteration 49Q: 3 clusters Score -1577484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1577488.500000 Penalty: 3005.857422
	Iteration 50Q: 3 clusters Score -1577488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1577491.250000 Penalty: 3005.857422
	Iteration 51Q: 3 clusters Score -1577491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1577494.375000 Penalty: 3005.857422
	Iteration 52Q: 3 clusters Score -1577494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1577494.125000 Penalty: 3005.857422
	Iteration 53Q: 3 clusters Score -1577494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1577495.250000 Penalty: 3005.857422
	Iteration 54Q: 3 clusters Score -1577495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1577497.250000 Penalty: 3005.857422
	Iteration 55Q: 3 clusters Score -1577497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1577498.000000 Penalty: 3005.857422
	Iteration 56Q: 3 clusters Score -1577498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1577500.250000 Penalty: 3005.857422
	Iteration 57Q: 3 clusters Score -1577500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1577503.750000 Penalty: 3005.857422
	Iteration 58Q: 3 clusters Score -1577504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1577506.000000 Penalty: 3005.857422
	Iteration 59Q: 3 clusters Score -1577506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1577507.625000 Penalty: 3005.857422
	Iteration 60F: 3 clusters Score -1577508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1577508.000000 Penalty: 3005.857422
	Iteration 61Q: 3 clusters Score -1577508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1577507.250000 Penalty: 3005.857422
	Iteration 62Q: 3 clusters Score -1577507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1577507.250000 Penalty: 3005.857422
	Iteration 63F: 3 clusters Score -1577507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (18965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Entering Unmasked Estep 
Score: -2905357.750000 Penalty: 1600.681885
	Iteration 0F: 2 clusters Score -2905358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2893205.250000 Penalty: 3201.363770
	Iteration 0F: 3 clusters Score -2893205 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2898014.750000 Penalty: 3201.363770
	Iteration 1F: 3 clusters Score -2898015 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2898458.750000 Penalty: 3201.363770
	Iteration 2F: 3 clusters Score -2898459 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2898887.750000 Penalty: 3201.363770
	Iteration 3F: 3 clusters Score -2898888 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2899243.500000 Penalty: 3201.363770
	Iteration 4Q: 3 clusters Score -2899244 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2899568.250000 Penalty: 3201.363770
	Iteration 5Q: 3 clusters Score -2899568 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2899920.500000 Penalty: 3201.363770
	Iteration 6Q: 3 clusters Score -2899920 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2900231.000000 Penalty: 3201.363770
	Iteration 7Q: 3 clusters Score -2900231 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2900602.250000 Penalty: 3201.363770
	Iteration 8Q: 3 clusters Score -2900602 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2900999.000000 Penalty: 3201.363770
	Iteration 9Q: 3 clusters Score -2900999 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2901408.000000 Penalty: 3201.363770
	Iteration 10F: 3 clusters Score -2901408 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2901863.250000 Penalty: 3201.363770
	Iteration 11Q: 3 clusters Score -2901863 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2902351.250000 Penalty: 3201.363770
	Iteration 12Q: 3 clusters Score -2902351 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2902853.250000 Penalty: 3201.363770
	Iteration 13Q: 3 clusters Score -2902853 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2903215.500000 Penalty: 3201.363770
	Iteration 14Q: 3 clusters Score -2903216 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2903480.250000 Penalty: 3201.363770
	Iteration 15Q: 3 clusters Score -2903480 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2903678.750000 Penalty: 3201.363770
	Iteration 16Q: 3 clusters Score -2903679 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2903790.500000 Penalty: 3201.363770
	Iteration 17Q: 3 clusters Score -2903790 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2903858.250000 Penalty: 3201.363770
	Iteration 18Q: 3 clusters Score -2903858 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2903910.500000 Penalty: 3201.363770
	Iteration 19Q: 3 clusters Score -2903910 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2903956.000000 Penalty: 3201.363770
	Iteration 20F: 3 clusters Score -2903956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2903990.000000 Penalty: 3201.363770
	Iteration 21Q: 3 clusters Score -2903990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2904007.750000 Penalty: 3201.363770
	Iteration 22Q: 3 clusters Score -2904008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2904021.000000 Penalty: 3201.363770
	Iteration 23Q: 3 clusters Score -2904021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2904029.250000 Penalty: 3201.363770
	Iteration 24Q: 3 clusters Score -2904029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2904039.000000 Penalty: 3201.363770
	Iteration 25Q: 3 clusters Score -2904039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2904040.000000 Penalty: 3201.363770
	Iteration 26Q: 3 clusters Score -2904040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2904045.000000 Penalty: 3201.363770
	Iteration 27Q: 3 clusters Score -2904045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2904046.500000 Penalty: 3201.363770
	Iteration 28Q: 3 clusters Score -2904046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2904052.500000 Penalty: 3201.363770
	Iteration 29Q: 3 clusters Score -2904052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2904055.000000 Penalty: 3201.363770
	Iteration 30Q: 3 clusters Score -2904055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2904054.250000 Penalty: 3201.363770
	Iteration 31Q: 3 clusters Score -2904054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2904053.000000 Penalty: 3201.363770
	Iteration 32Q: 3 clusters Score -2904053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2904053.000000 Penalty: 3201.363770
	Iteration 33F: 3 clusters Score -2904053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (9907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Entering Unmasked Estep 
Score: -1464972.000000 Penalty: 1495.161865
	Iteration 0F: 2 clusters Score -1464972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1457948.750000 Penalty: 2990.323730
	Iteration 0F: 3 clusters Score -1457949 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1460177.000000 Penalty: 2990.323730
	Iteration 1F: 3 clusters Score -1460177 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1460453.750000 Penalty: 2990.323730
	Iteration 2F: 3 clusters Score -1460454 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1460710.750000 Penalty: 2990.323730
	Iteration 3F: 3 clusters Score -1460711 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1460984.375000 Penalty: 2990.323730
	Iteration 4F: 3 clusters Score -1460984 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1461239.750000 Penalty: 2990.323730
	Iteration 5F: 3 clusters Score -1461240 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1461482.125000 Penalty: 2990.323730
	Iteration 6Q: 3 clusters Score -1461482 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1461679.375000 Penalty: 2990.323730
	Iteration 7Q: 3 clusters Score -1461679 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1461849.875000 Penalty: 2990.323730
	Iteration 8Q: 3 clusters Score -1461850 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1461988.250000 Penalty: 2990.323730
	Iteration 9Q: 3 clusters Score -1461988 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1462109.000000 Penalty: 2990.323730
	Iteration 10Q: 3 clusters Score -1462109 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1462232.500000 Penalty: 2990.323730
	Iteration 11Q: 3 clusters Score -1462232 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1462345.250000 Penalty: 2990.323730
	Iteration 12Q: 3 clusters Score -1462345 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1462441.000000 Penalty: 2990.323730
	Iteration 13Q: 3 clusters Score -1462441 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1462541.500000 Penalty: 2990.323730
	Iteration 14Q: 3 clusters Score -1462542 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1462637.125000 Penalty: 2990.323730
	Iteration 15Q: 3 clusters Score -1462637 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1462743.375000 Penalty: 2990.323730
	Iteration 16Q: 3 clusters Score -1462743 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1462845.000000 Penalty: 2990.323730
	Iteration 17Q: 3 clusters Score -1462845 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1462900.000000 Penalty: 2990.323730
	Iteration 18Q: 3 clusters Score -1462900 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1462948.125000 Penalty: 2990.323730
	Iteration 19Q: 3 clusters Score -1462948 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1462994.000000 Penalty: 2990.323730
	Iteration 20F: 3 clusters Score -1462994 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1463031.000000 Penalty: 2990.323730
	Iteration 21Q: 3 clusters Score -1463031 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1463056.375000 Penalty: 2990.323730
	Iteration 22Q: 3 clusters Score -1463056 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1463086.500000 Penalty: 2990.323730
	Iteration 23Q: 3 clusters Score -1463086 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1463110.625000 Penalty: 2990.323730
	Iteration 24Q: 3 clusters Score -1463111 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1463135.375000 Penalty: 2990.323730
	Iteration 25Q: 3 clusters Score -1463135 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1463152.500000 Penalty: 2990.323730
	Iteration 26Q: 3 clusters Score -1463152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1463169.750000 Penalty: 2990.323730
	Iteration 27Q: 3 clusters Score -1463170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1463181.375000 Penalty: 2990.323730
	Iteration 28Q: 3 clusters Score -1463181 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1463199.000000 Penalty: 2990.323730
	Iteration 29Q: 3 clusters Score -1463199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1463210.250000 Penalty: 2990.323730
	Iteration 30Q: 3 clusters Score -1463210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1463226.375000 Penalty: 2990.323730
	Iteration 31Q: 3 clusters Score -1463226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1463245.125000 Penalty: 2990.323730
	Iteration 32Q: 3 clusters Score -1463245 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1463259.625000 Penalty: 2990.323730
	Iteration 33Q: 3 clusters Score -1463260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1463270.125000 Penalty: 2990.323730
	Iteration 34Q: 3 clusters Score -1463270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1463288.500000 Penalty: 2990.323730
	Iteration 35Q: 3 clusters Score -1463288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1463298.875000 Penalty: 2990.323730
	Iteration 36Q: 3 clusters Score -1463299 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1463321.000000 Penalty: 2990.323730
	Iteration 37Q: 3 clusters Score -1463321 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1463338.625000 Penalty: 2990.323730
	Iteration 38Q: 3 clusters Score -1463339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1463355.250000 Penalty: 2990.323730
	Iteration 39Q: 3 clusters Score -1463355 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1463371.375000 Penalty: 2990.323730
	Iteration 40F: 3 clusters Score -1463371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1463393.375000 Penalty: 2990.323730
	Iteration 41Q: 3 clusters Score -1463393 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1463413.125000 Penalty: 2990.323730
	Iteration 42Q: 3 clusters Score -1463413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1463427.000000 Penalty: 2990.323730
	Iteration 43Q: 3 clusters Score -1463427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1463441.875000 Penalty: 2990.323730
	Iteration 44Q: 3 clusters Score -1463442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1463450.000000 Penalty: 2990.323730
	Iteration 45Q: 3 clusters Score -1463450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1463459.375000 Penalty: 2990.323730
	Iteration 46Q: 3 clusters Score -1463459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1463470.625000 Penalty: 2990.323730
	Iteration 47Q: 3 clusters Score -1463471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1463480.125000 Penalty: 2990.323730
	Iteration 48Q: 3 clusters Score -1463480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1463489.500000 Penalty: 2990.323730
	Iteration 49Q: 3 clusters Score -1463490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1463493.250000 Penalty: 2990.323730
	Iteration 50Q: 3 clusters Score -1463493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1463507.500000 Penalty: 2990.323730
	Iteration 51Q: 3 clusters Score -1463508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1463516.000000 Penalty: 2990.323730
	Iteration 52Q: 3 clusters Score -1463516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1463520.250000 Penalty: 2990.323730
	Iteration 53Q: 3 clusters Score -1463520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1463529.625000 Penalty: 2990.323730
	Iteration 54Q: 3 clusters Score -1463530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1463537.250000 Penalty: 2990.323730
	Iteration 55Q: 3 clusters Score -1463537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1463537.000000 Penalty: 2990.323730
	Iteration 56Q: 3 clusters Score -1463537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1463547.125000 Penalty: 2990.323730
	Iteration 57Q: 3 clusters Score -1463547 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1463568.250000 Penalty: 2990.323730
	Iteration 58Q: 3 clusters Score -1463568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1463598.250000 Penalty: 2990.323730
	Iteration 59Q: 3 clusters Score -1463598 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1463641.250000 Penalty: 2990.323730
	Iteration 60F: 3 clusters Score -1463641 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1463676.125000 Penalty: 2990.323730
	Iteration 61Q: 3 clusters Score -1463676 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1463716.625000 Penalty: 2990.323730
	Iteration 62Q: 3 clusters Score -1463717 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1463782.125000 Penalty: 2990.323730
	Iteration 63Q: 3 clusters Score -1463782 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1463857.750000 Penalty: 2990.323730
	Iteration 64Q: 3 clusters Score -1463858 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1463924.625000 Penalty: 2990.323730
	Iteration 65Q: 3 clusters Score -1463925 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1463989.625000 Penalty: 2990.323730
	Iteration 66Q: 3 clusters Score -1463990 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1464045.750000 Penalty: 2990.323730
	Iteration 67Q: 3 clusters Score -1464046 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1464085.875000 Penalty: 2990.323730
	Iteration 68Q: 3 clusters Score -1464086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1464114.500000 Penalty: 2990.323730
	Iteration 69Q: 3 clusters Score -1464114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1464138.750000 Penalty: 2990.323730
	Iteration 70Q: 3 clusters Score -1464139 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1464160.375000 Penalty: 2990.323730
	Iteration 71Q: 3 clusters Score -1464160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1464172.375000 Penalty: 2990.323730
	Iteration 72Q: 3 clusters Score -1464172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1464183.000000 Penalty: 2990.323730
	Iteration 73Q: 3 clusters Score -1464183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1464189.375000 Penalty: 2990.323730
	Iteration 74Q: 3 clusters Score -1464189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1464198.875000 Penalty: 2990.323730
	Iteration 75Q: 3 clusters Score -1464199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1464198.125000 Penalty: 2990.323730
	Iteration 76Q: 3 clusters Score -1464198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1464200.875000 Penalty: 2990.323730
	Iteration 77Q: 3 clusters Score -1464201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1464203.250000 Penalty: 2990.323730
	Iteration 78Q: 3 clusters Score -1464203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1464206.625000 Penalty: 2990.323730
	Iteration 79Q: 3 clusters Score -1464207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1464210.625000 Penalty: 2990.323730
	Iteration 80F: 3 clusters Score -1464211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1464211.500000 Penalty: 2990.323730
	Iteration 81Q: 3 clusters Score -1464212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1464215.125000 Penalty: 2990.323730
	Iteration 82Q: 3 clusters Score -1464215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1464216.375000 Penalty: 2990.323730
	Iteration 83Q: 3 clusters Score -1464216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1464215.250000 Penalty: 2990.323730
	Iteration 84Q: 3 clusters Score -1464215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1464215.125000 Penalty: 2990.323730
	Iteration 85Q: 3 clusters Score -1464215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1464213.500000 Penalty: 2990.323730
	Iteration 86Q: 3 clusters Score -1464214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1464213.500000 Penalty: 2990.323730
	Iteration 87F: 3 clusters Score -1464214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (7727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Entering Unmasked Estep 
Score: -1072929.875000 Penalty: 1454.777222
	Iteration 0F: 2 clusters Score -1072930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1067235.125000 Penalty: 2909.554443
	Iteration 0F: 3 clusters Score -1067235 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1069077.500000 Penalty: 2909.554443
	Iteration 1F: 3 clusters Score -1069078 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1069272.250000 Penalty: 2909.554443
	Iteration 2F: 3 clusters Score -1069272 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1069421.750000 Penalty: 2909.554443
	Iteration 3Q: 3 clusters Score -1069422 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1069541.625000 Penalty: 2909.554443
	Iteration 4Q: 3 clusters Score -1069542 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1069670.000000 Penalty: 2909.554443
	Iteration 5Q: 3 clusters Score -1069670 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1069806.500000 Penalty: 2909.554443
	Iteration 6Q: 3 clusters Score -1069806 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1069939.750000 Penalty: 2909.554443
	Iteration 7Q: 3 clusters Score -1069940 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1070072.375000 Penalty: 2909.554443
	Iteration 8Q: 3 clusters Score -1070072 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1070203.625000 Penalty: 2909.554443
	Iteration 9Q: 3 clusters Score -1070204 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1070357.125000 Penalty: 2909.554443
	Iteration 10Q: 3 clusters Score -1070357 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1070527.125000 Penalty: 2909.554443
	Iteration 11Q: 3 clusters Score -1070527 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1070683.375000 Penalty: 2909.554443
	Iteration 12Q: 3 clusters Score -1070683 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1070825.625000 Penalty: 2909.554443
	Iteration 13Q: 3 clusters Score -1070826 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1070931.500000 Penalty: 2909.554443
	Iteration 14Q: 3 clusters Score -1070932 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1071005.000000 Penalty: 2909.554443
	Iteration 15Q: 3 clusters Score -1071005 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1071070.375000 Penalty: 2909.554443
	Iteration 16Q: 3 clusters Score -1071070 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1071140.375000 Penalty: 2909.554443
	Iteration 17Q: 3 clusters Score -1071140 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1071195.250000 Penalty: 2909.554443
	Iteration 18Q: 3 clusters Score -1071195 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1071251.625000 Penalty: 2909.554443
	Iteration 19Q: 3 clusters Score -1071252 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1071304.000000 Penalty: 2909.554443
	Iteration 20F: 3 clusters Score -1071304 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1071347.625000 Penalty: 2909.554443
	Iteration 21Q: 3 clusters Score -1071348 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1071392.750000 Penalty: 2909.554443
	Iteration 22Q: 3 clusters Score -1071393 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1071424.125000 Penalty: 2909.554443
	Iteration 23Q: 3 clusters Score -1071424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1071455.875000 Penalty: 2909.554443
	Iteration 24Q: 3 clusters Score -1071456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1071488.125000 Penalty: 2909.554443
	Iteration 25Q: 3 clusters Score -1071488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1071505.625000 Penalty: 2909.554443
	Iteration 26Q: 3 clusters Score -1071506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1071523.875000 Penalty: 2909.554443
	Iteration 27Q: 3 clusters Score -1071524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1071538.250000 Penalty: 2909.554443
	Iteration 28Q: 3 clusters Score -1071538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1071545.250000 Penalty: 2909.554443
	Iteration 29Q: 3 clusters Score -1071545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1071550.750000 Penalty: 2909.554443
	Iteration 30Q: 3 clusters Score -1071551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1071555.875000 Penalty: 2909.554443
	Iteration 31Q: 3 clusters Score -1071556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1071560.125000 Penalty: 2909.554443
	Iteration 32Q: 3 clusters Score -1071560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1071568.875000 Penalty: 2909.554443
	Iteration 33Q: 3 clusters Score -1071569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1071572.500000 Penalty: 2909.554443
	Iteration 34Q: 3 clusters Score -1071572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1071577.000000 Penalty: 2909.554443
	Iteration 35Q: 3 clusters Score -1071577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1071586.000000 Penalty: 2909.554443
	Iteration 36Q: 3 clusters Score -1071586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1071596.125000 Penalty: 2909.554443
	Iteration 37Q: 3 clusters Score -1071596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1071609.750000 Penalty: 2909.554443
	Iteration 38Q: 3 clusters Score -1071610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1071626.125000 Penalty: 2909.554443
	Iteration 39Q: 3 clusters Score -1071626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1071634.750000 Penalty: 2909.554443
	Iteration 40F: 3 clusters Score -1071635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1071640.375000 Penalty: 2909.554443
	Iteration 41Q: 3 clusters Score -1071640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1071642.750000 Penalty: 2909.554443
	Iteration 42Q: 3 clusters Score -1071643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1071645.500000 Penalty: 2909.554443
	Iteration 43Q: 3 clusters Score -1071646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1071645.500000 Penalty: 2909.554443
	Iteration 44F: 3 clusters Score -1071646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -209275.187500 Penalty: 1200.904541
	Iteration 0F: 2 clusters Score -209275.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -207454.359375 Penalty: 2401.809082
	Iteration 0F: 3 clusters Score -207454.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -207888.593750 Penalty: 2401.809082
	Iteration 1F: 3 clusters Score -207888.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -208030.765625 Penalty: 2401.809082
	Iteration 2F: 3 clusters Score -208030.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -208138.640625 Penalty: 2401.809082
	Iteration 3F: 3 clusters Score -208138.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -208221.281250 Penalty: 2401.809082
	Iteration 4Q: 3 clusters Score -208221.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -208320.781250 Penalty: 2401.809082
	Iteration 5Q: 3 clusters Score -208320.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -208421.296875 Penalty: 2401.809082
	Iteration 6Q: 3 clusters Score -208421.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -208539.453125 Penalty: 2401.809082
	Iteration 7Q: 3 clusters Score -208539.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -208637.937500 Penalty: 2401.809082
	Iteration 8Q: 3 clusters Score -208637.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -208739.125000 Penalty: 2401.809082
	Iteration 9Q: 3 clusters Score -208739.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -208798.046875 Penalty: 2401.809082
	Iteration 10Q: 3 clusters Score -208798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -208832.015625 Penalty: 2401.809082
	Iteration 11Q: 3 clusters Score -208832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -208849.375000 Penalty: 2401.809082
	Iteration 12Q: 3 clusters Score -208849.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -208857.921875 Penalty: 2401.809082
	Iteration 13Q: 3 clusters Score -208857.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -208866.406250 Penalty: 2401.809082
	Iteration 14Q: 3 clusters Score -208866.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -208869.656250 Penalty: 2401.809082
	Iteration 15Q: 3 clusters Score -208869.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -208876.703125 Penalty: 2401.809082
	Iteration 16Q: 3 clusters Score -208876.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -208882.812500 Penalty: 2401.809082
	Iteration 17Q: 3 clusters Score -208882.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -208890.000000 Penalty: 2401.809082
	Iteration 18Q: 3 clusters Score -208890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -208895.015625 Penalty: 2401.809082
	Iteration 19Q: 3 clusters Score -208895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -208903.234375 Penalty: 2401.809082
	Iteration 20F: 3 clusters Score -208903.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -208909.359375 Penalty: 2401.809082
	Iteration 21Q: 3 clusters Score -208909.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -208920.578125 Penalty: 2401.809082
	Iteration 22Q: 3 clusters Score -208920.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -208926.953125 Penalty: 2401.809082
	Iteration 23Q: 3 clusters Score -208927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -208930.109375 Penalty: 2401.809082
	Iteration 24Q: 3 clusters Score -208930.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -208931.687500 Penalty: 2401.809082
	Iteration 25Q: 3 clusters Score -208931.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -208932.218750 Penalty: 2401.809082
	Iteration 26Q: 3 clusters Score -208932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -208932.953125 Penalty: 2401.809082
	Iteration 27Q: 3 clusters Score -208933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -208932.953125 Penalty: 2401.809082
	Iteration 28F: 3 clusters Score -208933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Entering Unmasked Estep 
Score: -96230.304688 Penalty: 1094.564331
	Iteration 0F: 2 clusters Score -96230.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -94934.804688 Penalty: 2189.128662
	Iteration 0F: 3 clusters Score -94934.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95258.125000 Penalty: 2189.128662
	Iteration 1F: 3 clusters Score -95258.12 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -95444.492188 Penalty: 2189.128662
	Iteration 2F: 3 clusters Score -95444.49 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95670.359375 Penalty: 2189.128662
	Iteration 3F: 3 clusters Score -95670.36 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -95864.609375 Penalty: 2189.128662
	Iteration 4F: 3 clusters Score -95864.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -95960.210938 Penalty: 2189.128662
	Iteration 5F: 3 clusters Score -95960.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -96013.265625 Penalty: 2189.128662
	Iteration 6Q: 3 clusters Score -96013.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -96050.460938 Penalty: 2189.128662
	Iteration 7Q: 3 clusters Score -96050.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96079.750000 Penalty: 2189.128662
	Iteration 8Q: 3 clusters Score -96079.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96083.492188 Penalty: 2189.128662
	Iteration 9Q: 3 clusters Score -96083.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -96089.085938 Penalty: 2189.128662
	Iteration 10Q: 3 clusters Score -96089.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -96095.968750 Penalty: 2189.128662
	Iteration 11Q: 3 clusters Score -96095.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96104.929688 Penalty: 2189.128662
	Iteration 12Q: 3 clusters Score -96104.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -96115.601562 Penalty: 2189.128662
	Iteration 13Q: 3 clusters Score -96115.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -96122.062500 Penalty: 2189.128662
	Iteration 14Q: 3 clusters Score -96122.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96124.992188 Penalty: 2189.128662
	Iteration 15Q: 3 clusters Score -96124.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -96130.460938 Penalty: 2189.128662
	Iteration 16Q: 3 clusters Score -96130.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -96130.460938 Penalty: 2189.128662
	Iteration 17F: 3 clusters Score -96130.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -156984.406250 Penalty: 1161.733887
	Iteration 0F: 2 clusters Score -156984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -155351.937500 Penalty: 2323.467773
	Iteration 0F: 3 clusters Score -155351.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -155653.156250 Penalty: 2323.467773
	Iteration 1F: 3 clusters Score -155653.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -155759.468750 Penalty: 2323.467773
	Iteration 2F: 3 clusters Score -155759.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -155815.593750 Penalty: 2323.467773
	Iteration 3Q: 3 clusters Score -155815.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -155850.843750 Penalty: 2323.467773
	Iteration 4Q: 3 clusters Score -155850.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -155872.468750 Penalty: 2323.467773
	Iteration 5Q: 3 clusters Score -155872.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -155884.671875 Penalty: 2323.467773
	Iteration 6Q: 3 clusters Score -155884.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -155895.234375 Penalty: 2323.467773
	Iteration 7Q: 3 clusters Score -155895.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -155916.640625 Penalty: 2323.467773
	Iteration 8Q: 3 clusters Score -155916.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -155941.859375 Penalty: 2323.467773
	Iteration 9Q: 3 clusters Score -155941.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -155960.265625 Penalty: 2323.467773
	Iteration 10Q: 3 clusters Score -155960.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -155978.203125 Penalty: 2323.467773
	Iteration 11Q: 3 clusters Score -155978.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -155999.906250 Penalty: 2323.467773
	Iteration 12Q: 3 clusters Score -155999.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -156021.937500 Penalty: 2323.467773
	Iteration 13Q: 3 clusters Score -156021.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -156051.343750 Penalty: 2323.467773
	Iteration 14Q: 3 clusters Score -156051.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -156070.937500 Penalty: 2323.467773
	Iteration 15Q: 3 clusters Score -156070.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -156080.531250 Penalty: 2323.467773
	Iteration 16Q: 3 clusters Score -156080.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -156085.593750 Penalty: 2323.467773
	Iteration 17Q: 3 clusters Score -156085.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -156089.140625 Penalty: 2323.467773
	Iteration 18Q: 3 clusters Score -156089.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -156093.875000 Penalty: 2323.467773
	Iteration 19Q: 3 clusters Score -156093.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -156100.796875 Penalty: 2323.467773
	Iteration 20F: 3 clusters Score -156100.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -156110.593750 Penalty: 2323.467773
	Iteration 21Q: 3 clusters Score -156110.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -156124.937500 Penalty: 2323.467773
	Iteration 22Q: 3 clusters Score -156124.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -156136.890625 Penalty: 2323.467773
	Iteration 23Q: 3 clusters Score -156136.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -156143.625000 Penalty: 2323.467773
	Iteration 24Q: 3 clusters Score -156143.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -156156.640625 Penalty: 2323.467773
	Iteration 25Q: 3 clusters Score -156156.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -156173.328125 Penalty: 2323.467773
	Iteration 26Q: 3 clusters Score -156173.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -156183.671875 Penalty: 2323.467773
	Iteration 27Q: 3 clusters Score -156183.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -156192.953125 Penalty: 2323.467773
	Iteration 28Q: 3 clusters Score -156193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -156200.875000 Penalty: 2323.467773
	Iteration 29Q: 3 clusters Score -156200.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -156212.953125 Penalty: 2323.467773
	Iteration 30Q: 3 clusters Score -156213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -156223.781250 Penalty: 2323.467773
	Iteration 31Q: 3 clusters Score -156223.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -156239.062500 Penalty: 2323.467773
	Iteration 32Q: 3 clusters Score -156239.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -156241.734375 Penalty: 2323.467773
	Iteration 33Q: 3 clusters Score -156241.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -156244.640625 Penalty: 2323.467773
	Iteration 34Q: 3 clusters Score -156244.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -156249.921875 Penalty: 2323.467773
	Iteration 35Q: 3 clusters Score -156249.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -156256.156250 Penalty: 2323.467773
	Iteration 36Q: 3 clusters Score -156256.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -156264.562500 Penalty: 2323.467773
	Iteration 37Q: 3 clusters Score -156264.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -156268.859375 Penalty: 2323.467773
	Iteration 38Q: 3 clusters Score -156268.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -156273.140625 Penalty: 2323.467773
	Iteration 39Q: 3 clusters Score -156273.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -156276.859375 Penalty: 2323.467773
	Iteration 40F: 3 clusters Score -156276.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -156280.781250 Penalty: 2323.467773
	Iteration 41Q: 3 clusters Score -156280.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -156284.406250 Penalty: 2323.467773
	Iteration 42Q: 3 clusters Score -156284.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -156287.359375 Penalty: 2323.467773
	Iteration 43Q: 3 clusters Score -156287.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -156287.359375 Penalty: 2323.467773
	Iteration 44F: 3 clusters Score -156287.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Entering Unmasked Estep 
Score: -496446.000000 Penalty: 1321.230225
	Iteration 0F: 2 clusters Score -496446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -493455.937500 Penalty: 2642.460449
	Iteration 0F: 3 clusters Score -493455.9 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -494182.062500 Penalty: 2642.460449
	Iteration 1F: 3 clusters Score -494182.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -494347.250000 Penalty: 2642.460449
	Iteration 2F: 3 clusters Score -494347.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -494439.625000 Penalty: 2642.460449
	Iteration 3F: 3 clusters Score -494439.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -494511.562500 Penalty: 2642.460449
	Iteration 4Q: 3 clusters Score -494511.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -494568.718750 Penalty: 2642.460449
	Iteration 5Q: 3 clusters Score -494568.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -494619.343750 Penalty: 2642.460449
	Iteration 6Q: 3 clusters Score -494619.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -494654.500000 Penalty: 2642.460449
	Iteration 7Q: 3 clusters Score -494654.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -494676.093750 Penalty: 2642.460449
	Iteration 8Q: 3 clusters Score -494676.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -494683.281250 Penalty: 2642.460449
	Iteration 9Q: 3 clusters Score -494683.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -494690.562500 Penalty: 2642.460449
	Iteration 10Q: 3 clusters Score -494690.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -494699.875000 Penalty: 2642.460449
	Iteration 11Q: 3 clusters Score -494699.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -494706.906250 Penalty: 2642.460449
	Iteration 12Q: 3 clusters Score -494706.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -494713.000000 Penalty: 2642.460449
	Iteration 13Q: 3 clusters Score -494713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -494718.250000 Penalty: 2642.460449
	Iteration 14Q: 3 clusters Score -494718.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -494722.031250 Penalty: 2642.460449
	Iteration 15Q: 3 clusters Score -494722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -494726.593750 Penalty: 2642.460449
	Iteration 16Q: 3 clusters Score -494726.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -494730.625000 Penalty: 2642.460449
	Iteration 17Q: 3 clusters Score -494730.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -494735.437500 Penalty: 2642.460449
	Iteration 18Q: 3 clusters Score -494735.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -494739.343750 Penalty: 2642.460449
	Iteration 19Q: 3 clusters Score -494739.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -494742.343750 Penalty: 2642.460449
	Iteration 20F: 3 clusters Score -494742.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -494743.125000 Penalty: 2642.460449
	Iteration 21Q: 3 clusters Score -494743.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -494746.125000 Penalty: 2642.460449
	Iteration 22Q: 3 clusters Score -494746.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -494748.625000 Penalty: 2642.460449
	Iteration 23Q: 3 clusters Score -494748.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -494750.812500 Penalty: 2642.460449
	Iteration 24Q: 3 clusters Score -494750.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -494752.531250 Penalty: 2642.460449
	Iteration 25Q: 3 clusters Score -494752.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -494754.031250 Penalty: 2642.460449
	Iteration 26Q: 3 clusters Score -494754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -494755.593750 Penalty: 2642.460449
	Iteration 27Q: 3 clusters Score -494755.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -494756.812500 Penalty: 2642.460449
	Iteration 28Q: 3 clusters Score -494756.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -494757.937500 Penalty: 2642.460449
	Iteration 29Q: 3 clusters Score -494757.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -494759.625000 Penalty: 2642.460449
	Iteration 30Q: 3 clusters Score -494759.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -494760.875000 Penalty: 2642.460449
	Iteration 31Q: 3 clusters Score -494760.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -494761.500000 Penalty: 2642.460449
	Iteration 32Q: 3 clusters Score -494761.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -494761.781250 Penalty: 2642.460449
	Iteration 33Q: 3 clusters Score -494761.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -494760.937500 Penalty: 2642.460449
	Iteration 34Q: 3 clusters Score -494760.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -494762.375000 Penalty: 2642.460449
	Iteration 35Q: 3 clusters Score -494762.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -494762.375000 Penalty: 2642.460449
	Iteration 36Q: 3 clusters Score -494762.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -494762.375000 Penalty: 2642.460449
	Iteration 37F: 3 clusters Score -494762.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -76446.750000 Penalty: 1034.830322
	Iteration 0F: 2 clusters Score -76446.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75331.546875 Penalty: 2069.660645
	Iteration 0F: 3 clusters Score -75331.55 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75600.484375 Penalty: 2069.660645
	Iteration 1F: 3 clusters Score -75600.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -75673.320312 Penalty: 2069.660645
	Iteration 2F: 3 clusters Score -75673.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -75722.093750 Penalty: 2069.660645
	Iteration 3Q: 3 clusters Score -75722.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -75763.695312 Penalty: 2069.660645
	Iteration 4Q: 3 clusters Score -75763.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -75792.679688 Penalty: 2069.660645
	Iteration 5Q: 3 clusters Score -75792.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -75802.164062 Penalty: 2069.660645
	Iteration 6Q: 3 clusters Score -75802.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -75806.898438 Penalty: 2069.660645
	Iteration 7Q: 3 clusters Score -75806.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -75810.359375 Penalty: 2069.660645
	Iteration 8Q: 3 clusters Score -75810.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -75813.070312 Penalty: 2069.660645
	Iteration 9Q: 3 clusters Score -75813.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -75813.070312 Penalty: 2069.660645
	Iteration 10F: 3 clusters Score -75813.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -202761.312500 Penalty: 1185.115356
	Iteration 0F: 2 clusters Score -202761.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -201029.453125 Penalty: 2370.230713
	Iteration 0F: 3 clusters Score -201029.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -201462.703125 Penalty: 2370.230713
	Iteration 1F: 3 clusters Score -201462.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -201640.750000 Penalty: 2370.230713
	Iteration 2F: 3 clusters Score -201640.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -201790.406250 Penalty: 2370.230713
	Iteration 3F: 3 clusters Score -201790.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -201937.453125 Penalty: 2370.230713
	Iteration 4F: 3 clusters Score -201937.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -202020.437500 Penalty: 2370.230713
	Iteration 5F: 3 clusters Score -202020.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -202083.937500 Penalty: 2370.230713
	Iteration 6Q: 3 clusters Score -202083.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -202133.125000 Penalty: 2370.230713
	Iteration 7Q: 3 clusters Score -202133.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -202192.281250 Penalty: 2370.230713
	Iteration 8Q: 3 clusters Score -202192.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -202267.921875 Penalty: 2370.230713
	Iteration 9Q: 3 clusters Score -202267.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -202338.500000 Penalty: 2370.230713
	Iteration 10Q: 3 clusters Score -202338.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -202391.593750 Penalty: 2370.230713
	Iteration 11Q: 3 clusters Score -202391.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -202415.640625 Penalty: 2370.230713
	Iteration 12Q: 3 clusters Score -202415.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -202423.875000 Penalty: 2370.230713
	Iteration 13Q: 3 clusters Score -202423.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -202429.078125 Penalty: 2370.230713
	Iteration 14Q: 3 clusters Score -202429.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -202442.078125 Penalty: 2370.230713
	Iteration 15Q: 3 clusters Score -202442.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -202449.265625 Penalty: 2370.230713
	Iteration 16Q: 3 clusters Score -202449.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -202459.187500 Penalty: 2370.230713
	Iteration 17Q: 3 clusters Score -202459.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -202469.515625 Penalty: 2370.230713
	Iteration 18Q: 3 clusters Score -202469.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -202479.375000 Penalty: 2370.230713
	Iteration 19Q: 3 clusters Score -202479.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -202504.671875 Penalty: 2370.230713
	Iteration 20F: 3 clusters Score -202504.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -202530.937500 Penalty: 2370.230713
	Iteration 21Q: 3 clusters Score -202530.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -202549.578125 Penalty: 2370.230713
	Iteration 22Q: 3 clusters Score -202549.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -202566.359375 Penalty: 2370.230713
	Iteration 23Q: 3 clusters Score -202566.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -202577.703125 Penalty: 2370.230713
	Iteration 24Q: 3 clusters Score -202577.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -202587.906250 Penalty: 2370.230713
	Iteration 25Q: 3 clusters Score -202587.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -202604.484375 Penalty: 2370.230713
	Iteration 26Q: 3 clusters Score -202604.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -202623.109375 Penalty: 2370.230713
	Iteration 27Q: 3 clusters Score -202623.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -202651.515625 Penalty: 2370.230713
	Iteration 28Q: 3 clusters Score -202651.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -202663.109375 Penalty: 2370.230713
	Iteration 29Q: 3 clusters Score -202663.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -202667.812500 Penalty: 2370.230713
	Iteration 30Q: 3 clusters Score -202667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -202668.453125 Penalty: 2370.230713
	Iteration 31Q: 3 clusters Score -202668.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -202674.031250 Penalty: 2370.230713
	Iteration 32Q: 3 clusters Score -202674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -202675.937500 Penalty: 2370.230713
	Iteration 33Q: 3 clusters Score -202675.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -202678.828125 Penalty: 2370.230713
	Iteration 34Q: 3 clusters Score -202678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -202683.312500 Penalty: 2370.230713
	Iteration 35Q: 3 clusters Score -202683.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -202686.750000 Penalty: 2370.230713
	Iteration 36Q: 3 clusters Score -202686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -202690.031250 Penalty: 2370.230713
	Iteration 37Q: 3 clusters Score -202690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -202693.593750 Penalty: 2370.230713
	Iteration 38Q: 3 clusters Score -202693.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -202694.625000 Penalty: 2370.230713
	Iteration 39Q: 3 clusters Score -202694.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -202694.625000 Penalty: 2370.230713
	Iteration 40F: 3 clusters Score -202694.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (17996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Entering Unmasked Estep 
Score: -2736006.250000 Penalty: 1592.159546
	Iteration 0F: 2 clusters Score -2736006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2724003.250000 Penalty: 3184.319092
	Iteration 0F: 3 clusters Score -2724003 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2728313.500000 Penalty: 3184.319092
	Iteration 1F: 3 clusters Score -2728314 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2728613.000000 Penalty: 3184.319092
	Iteration 2F: 3 clusters Score -2728613 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2728863.000000 Penalty: 3184.319092
	Iteration 3Q: 3 clusters Score -2728863 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2729055.250000 Penalty: 3184.319092
	Iteration 4Q: 3 clusters Score -2729055 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2729252.250000 Penalty: 3184.319092
	Iteration 5Q: 3 clusters Score -2729252 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2729438.750000 Penalty: 3184.319092
	Iteration 6Q: 3 clusters Score -2729439 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2729615.250000 Penalty: 3184.319092
	Iteration 7Q: 3 clusters Score -2729615 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2729804.250000 Penalty: 3184.319092
	Iteration 8Q: 3 clusters Score -2729804 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2730007.000000 Penalty: 3184.319092
	Iteration 9Q: 3 clusters Score -2730007 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2730215.000000 Penalty: 3184.319092
	Iteration 10Q: 3 clusters Score -2730215 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2730493.000000 Penalty: 3184.319092
	Iteration 11Q: 3 clusters Score -2730493 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2730788.500000 Penalty: 3184.319092
	Iteration 12Q: 3 clusters Score -2730788 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2731111.250000 Penalty: 3184.319092
	Iteration 13Q: 3 clusters Score -2731111 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2731467.500000 Penalty: 3184.319092
	Iteration 14Q: 3 clusters Score -2731468 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2731839.000000 Penalty: 3184.319092
	Iteration 15Q: 3 clusters Score -2731839 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2732235.500000 Penalty: 3184.319092
	Iteration 16Q: 3 clusters Score -2732236 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2732623.500000 Penalty: 3184.319092
	Iteration 17Q: 3 clusters Score -2732624 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2732929.250000 Penalty: 3184.319092
	Iteration 18Q: 3 clusters Score -2732929 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2733181.250000 Penalty: 3184.319092
	Iteration 19Q: 3 clusters Score -2733181 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2733393.250000 Penalty: 3184.319092
	Iteration 20F: 3 clusters Score -2733393 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2733566.000000 Penalty: 3184.319092
	Iteration 21Q: 3 clusters Score -2733566 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2733688.750000 Penalty: 3184.319092
	Iteration 22Q: 3 clusters Score -2733689 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2733787.000000 Penalty: 3184.319092
	Iteration 23Q: 3 clusters Score -2733787 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2733839.000000 Penalty: 3184.319092
	Iteration 24Q: 3 clusters Score -2733839 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2733899.250000 Penalty: 3184.319092
	Iteration 25Q: 3 clusters Score -2733899 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2733947.500000 Penalty: 3184.319092
	Iteration 26Q: 3 clusters Score -2733948 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2733994.250000 Penalty: 3184.319092
	Iteration 27Q: 3 clusters Score -2733994 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2734036.250000 Penalty: 3184.319092
	Iteration 28Q: 3 clusters Score -2734036 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2734074.500000 Penalty: 3184.319092
	Iteration 29Q: 3 clusters Score -2734074 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2734109.000000 Penalty: 3184.319092
	Iteration 30Q: 3 clusters Score -2734109 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2734136.500000 Penalty: 3184.319092
	Iteration 31Q: 3 clusters Score -2734136 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2734164.250000 Penalty: 3184.319092
	Iteration 32Q: 3 clusters Score -2734164 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2734199.500000 Penalty: 3184.319092
	Iteration 33Q: 3 clusters Score -2734200 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2734239.000000 Penalty: 3184.319092
	Iteration 34Q: 3 clusters Score -2734239 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2734264.250000 Penalty: 3184.319092
	Iteration 35Q: 3 clusters Score -2734264 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2734288.750000 Penalty: 3184.319092
	Iteration 36Q: 3 clusters Score -2734289 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2734320.250000 Penalty: 3184.319092
	Iteration 37Q: 3 clusters Score -2734320 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2734337.500000 Penalty: 3184.319092
	Iteration 38Q: 3 clusters Score -2734338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2734345.000000 Penalty: 3184.319092
	Iteration 39Q: 3 clusters Score -2734345 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2734358.750000 Penalty: 3184.319092
	Iteration 40F: 3 clusters Score -2734359 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2734384.750000 Penalty: 3184.319092
	Iteration 41Q: 3 clusters Score -2734385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2734398.500000 Penalty: 3184.319092
	Iteration 42Q: 3 clusters Score -2734398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2734411.250000 Penalty: 3184.319092
	Iteration 43Q: 3 clusters Score -2734411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2734427.500000 Penalty: 3184.319092
	Iteration 44Q: 3 clusters Score -2734428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2734442.000000 Penalty: 3184.319092
	Iteration 45Q: 3 clusters Score -2734442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2734458.250000 Penalty: 3184.319092
	Iteration 46Q: 3 clusters Score -2734458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2734476.750000 Penalty: 3184.319092
	Iteration 47Q: 3 clusters Score -2734477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2734482.750000 Penalty: 3184.319092
	Iteration 48Q: 3 clusters Score -2734483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2734490.250000 Penalty: 3184.319092
	Iteration 49Q: 3 clusters Score -2734490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2734499.500000 Penalty: 3184.319092
	Iteration 50Q: 3 clusters Score -2734500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2734502.000000 Penalty: 3184.319092
	Iteration 51Q: 3 clusters Score -2734502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2734506.000000 Penalty: 3184.319092
	Iteration 52Q: 3 clusters Score -2734506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2734525.000000 Penalty: 3184.319092
	Iteration 53Q: 3 clusters Score -2734525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2734534.250000 Penalty: 3184.319092
	Iteration 54Q: 3 clusters Score -2734534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2734541.000000 Penalty: 3184.319092
	Iteration 55Q: 3 clusters Score -2734541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2734546.750000 Penalty: 3184.319092
	Iteration 56Q: 3 clusters Score -2734547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2734552.250000 Penalty: 3184.319092
	Iteration 57Q: 3 clusters Score -2734552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2734558.250000 Penalty: 3184.319092
	Iteration 58Q: 3 clusters Score -2734558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2734570.750000 Penalty: 3184.319092
	Iteration 59Q: 3 clusters Score -2734571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2734579.250000 Penalty: 3184.319092
	Iteration 60F: 3 clusters Score -2734579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2734583.000000 Penalty: 3184.319092
	Iteration 61Q: 3 clusters Score -2734583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2734592.750000 Penalty: 3184.319092
	Iteration 62Q: 3 clusters Score -2734593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2734591.750000 Penalty: 3184.319092
	Iteration 63Q: 3 clusters Score -2734592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2734600.000000 Penalty: 3184.319092
	Iteration 64Q: 3 clusters Score -2734600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2734604.250000 Penalty: 3184.319092
	Iteration 65Q: 3 clusters Score -2734604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2734602.000000 Penalty: 3184.319092
	Iteration 66Q: 3 clusters Score -2734602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2734604.750000 Penalty: 3184.319092
	Iteration 67Q: 3 clusters Score -2734605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2734605.000000 Penalty: 3184.319092
	Iteration 68Q: 3 clusters Score -2734605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2734610.250000 Penalty: 3184.319092
	Iteration 69Q: 3 clusters Score -2734610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2734610.000000 Penalty: 3184.319092
	Iteration 70Q: 3 clusters Score -2734610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2734612.750000 Penalty: 3184.319092
	Iteration 71Q: 3 clusters Score -2734613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2734611.500000 Penalty: 3184.319092
	Iteration 72Q: 3 clusters Score -2734612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2734607.250000 Penalty: 3184.319092
	Iteration 73Q: 3 clusters Score -2734607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2734607.250000 Penalty: 3184.319092
	Iteration 74F: 3 clusters Score -2734607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (15153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Entering Unmasked Estep 
Score: -2305023.000000 Penalty: 1564.217529
	Iteration 0F: 2 clusters Score -2305023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2294746.250000 Penalty: 3128.435059
	Iteration 0F: 3 clusters Score -2294746 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2298331.000000 Penalty: 3128.435059
	Iteration 1F: 3 clusters Score -2298331 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2298619.500000 Penalty: 3128.435059
	Iteration 2F: 3 clusters Score -2298620 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2298873.500000 Penalty: 3128.435059
	Iteration 3Q: 3 clusters Score -2298874 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2299137.750000 Penalty: 3128.435059
	Iteration 4Q: 3 clusters Score -2299138 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2299398.000000 Penalty: 3128.435059
	Iteration 5Q: 3 clusters Score -2299398 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2299640.000000 Penalty: 3128.435059
	Iteration 6Q: 3 clusters Score -2299640 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2299888.250000 Penalty: 3128.435059
	Iteration 7Q: 3 clusters Score -2299888 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2300131.000000 Penalty: 3128.435059
	Iteration 8Q: 3 clusters Score -2300131 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2300364.000000 Penalty: 3128.435059
	Iteration 9Q: 3 clusters Score -2300364 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2300563.500000 Penalty: 3128.435059
	Iteration 10Q: 3 clusters Score -2300564 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2300756.750000 Penalty: 3128.435059
	Iteration 11Q: 3 clusters Score -2300757 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2300932.500000 Penalty: 3128.435059
	Iteration 12Q: 3 clusters Score -2300932 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2301112.000000 Penalty: 3128.435059
	Iteration 13Q: 3 clusters Score -2301112 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2301307.000000 Penalty: 3128.435059
	Iteration 14Q: 3 clusters Score -2301307 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2301531.000000 Penalty: 3128.435059
	Iteration 15Q: 3 clusters Score -2301531 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2301716.500000 Penalty: 3128.435059
	Iteration 16Q: 3 clusters Score -2301716 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2301933.250000 Penalty: 3128.435059
	Iteration 17Q: 3 clusters Score -2301933 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2302139.500000 Penalty: 3128.435059
	Iteration 18Q: 3 clusters Score -2302140 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2302330.000000 Penalty: 3128.435059
	Iteration 19Q: 3 clusters Score -2302330 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2302493.250000 Penalty: 3128.435059
	Iteration 20F: 3 clusters Score -2302493 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2302625.500000 Penalty: 3128.435059
	Iteration 21Q: 3 clusters Score -2302626 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2302739.000000 Penalty: 3128.435059
	Iteration 22Q: 3 clusters Score -2302739 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2302846.750000 Penalty: 3128.435059
	Iteration 23Q: 3 clusters Score -2302847 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2302930.000000 Penalty: 3128.435059
	Iteration 24Q: 3 clusters Score -2302930 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2303019.250000 Penalty: 3128.435059
	Iteration 25Q: 3 clusters Score -2303019 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2303110.250000 Penalty: 3128.435059
	Iteration 26Q: 3 clusters Score -2303110 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2303189.750000 Penalty: 3128.435059
	Iteration 27Q: 3 clusters Score -2303190 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2303273.750000 Penalty: 3128.435059
	Iteration 28Q: 3 clusters Score -2303274 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2303348.500000 Penalty: 3128.435059
	Iteration 29Q: 3 clusters Score -2303348 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2303417.000000 Penalty: 3128.435059
	Iteration 30Q: 3 clusters Score -2303417 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2303477.000000 Penalty: 3128.435059
	Iteration 31Q: 3 clusters Score -2303477 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2303526.500000 Penalty: 3128.435059
	Iteration 32Q: 3 clusters Score -2303526 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2303566.250000 Penalty: 3128.435059
	Iteration 33Q: 3 clusters Score -2303566 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2303601.750000 Penalty: 3128.435059
	Iteration 34Q: 3 clusters Score -2303602 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2303628.250000 Penalty: 3128.435059
	Iteration 35Q: 3 clusters Score -2303628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2303652.750000 Penalty: 3128.435059
	Iteration 36Q: 3 clusters Score -2303653 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2303676.250000 Penalty: 3128.435059
	Iteration 37Q: 3 clusters Score -2303676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2303697.500000 Penalty: 3128.435059
	Iteration 38Q: 3 clusters Score -2303698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2303713.750000 Penalty: 3128.435059
	Iteration 39Q: 3 clusters Score -2303714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2303723.000000 Penalty: 3128.435059
	Iteration 40F: 3 clusters Score -2303723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2303732.750000 Penalty: 3128.435059
	Iteration 41Q: 3 clusters Score -2303733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2303738.500000 Penalty: 3128.435059
	Iteration 42Q: 3 clusters Score -2303738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2303749.000000 Penalty: 3128.435059
	Iteration 43Q: 3 clusters Score -2303749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2303761.000000 Penalty: 3128.435059
	Iteration 44Q: 3 clusters Score -2303761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2303769.250000 Penalty: 3128.435059
	Iteration 45Q: 3 clusters Score -2303769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2303775.250000 Penalty: 3128.435059
	Iteration 46Q: 3 clusters Score -2303775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2303780.000000 Penalty: 3128.435059
	Iteration 47Q: 3 clusters Score -2303780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2303786.000000 Penalty: 3128.435059
	Iteration 48Q: 3 clusters Score -2303786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2303789.750000 Penalty: 3128.435059
	Iteration 49Q: 3 clusters Score -2303790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2303796.500000 Penalty: 3128.435059
	Iteration 50Q: 3 clusters Score -2303796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2303805.500000 Penalty: 3128.435059
	Iteration 51Q: 3 clusters Score -2303806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2303807.750000 Penalty: 3128.435059
	Iteration 52Q: 3 clusters Score -2303808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2303813.750000 Penalty: 3128.435059
	Iteration 53Q: 3 clusters Score -2303814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2303812.250000 Penalty: 3128.435059
	Iteration 54Q: 3 clusters Score -2303812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2303815.500000 Penalty: 3128.435059
	Iteration 55Q: 3 clusters Score -2303816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2303816.000000 Penalty: 3128.435059
	Iteration 56Q: 3 clusters Score -2303816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2303818.500000 Penalty: 3128.435059
	Iteration 57Q: 3 clusters Score -2303818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2303822.250000 Penalty: 3128.435059
	Iteration 58Q: 3 clusters Score -2303822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2303828.500000 Penalty: 3128.435059
	Iteration 59Q: 3 clusters Score -2303828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2303829.000000 Penalty: 3128.435059
	Iteration 60F: 3 clusters Score -2303829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2303830.250000 Penalty: 3128.435059
	Iteration 61Q: 3 clusters Score -2303830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2303832.750000 Penalty: 3128.435059
	Iteration 62Q: 3 clusters Score -2303833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2303835.500000 Penalty: 3128.435059
	Iteration 63Q: 3 clusters Score -2303836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2303838.250000 Penalty: 3128.435059
	Iteration 64Q: 3 clusters Score -2303838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2303840.750000 Penalty: 3128.435059
	Iteration 65Q: 3 clusters Score -2303841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2303836.750000 Penalty: 3128.435059
	Iteration 66Q: 3 clusters Score -2303837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2303841.000000 Penalty: 3128.435059
	Iteration 67Q: 3 clusters Score -2303841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2303842.500000 Penalty: 3128.435059
	Iteration 68Q: 3 clusters Score -2303842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2303843.000000 Penalty: 3128.435059
	Iteration 69Q: 3 clusters Score -2303843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2303843.750000 Penalty: 3128.435059
	Iteration 70Q: 3 clusters Score -2303844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2303843.750000 Penalty: 3128.435059
	Iteration 71F: 3 clusters Score -2303844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (8745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Entering Unmasked Estep 
Score: -1261535.500000 Penalty: 1474.888672
	Iteration 0F: 2 clusters Score -1261536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1255253.000000 Penalty: 2949.777344
	Iteration 0F: 3 clusters Score -1255253 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1257219.625000 Penalty: 2949.777344
	Iteration 1F: 3 clusters Score -1257220 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1257422.875000 Penalty: 2949.777344
	Iteration 2F: 3 clusters Score -1257423 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1257582.500000 Penalty: 2949.777344
	Iteration 3Q: 3 clusters Score -1257582 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1257724.750000 Penalty: 2949.777344
	Iteration 4Q: 3 clusters Score -1257725 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1257862.000000 Penalty: 2949.777344
	Iteration 5Q: 3 clusters Score -1257862 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1257983.500000 Penalty: 2949.777344
	Iteration 6Q: 3 clusters Score -1257984 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1258131.125000 Penalty: 2949.777344
	Iteration 7Q: 3 clusters Score -1258131 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1258276.250000 Penalty: 2949.777344
	Iteration 8Q: 3 clusters Score -1258276 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1258454.250000 Penalty: 2949.777344
	Iteration 9Q: 3 clusters Score -1258454 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1258682.375000 Penalty: 2949.777344
	Iteration 10Q: 3 clusters Score -1258682 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1258961.750000 Penalty: 2949.777344
	Iteration 11Q: 3 clusters Score -1258962 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1259243.375000 Penalty: 2949.777344
	Iteration 12Q: 3 clusters Score -1259243 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1259506.250000 Penalty: 2949.777344
	Iteration 13Q: 3 clusters Score -1259506 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1259713.375000 Penalty: 2949.777344
	Iteration 14Q: 3 clusters Score -1259713 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1259867.250000 Penalty: 2949.777344
	Iteration 15Q: 3 clusters Score -1259867 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1259993.875000 Penalty: 2949.777344
	Iteration 16Q: 3 clusters Score -1259994 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1260082.125000 Penalty: 2949.777344
	Iteration 17Q: 3 clusters Score -1260082 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1260136.875000 Penalty: 2949.777344
	Iteration 18Q: 3 clusters Score -1260137 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1260172.375000 Penalty: 2949.777344
	Iteration 19Q: 3 clusters Score -1260172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1260195.000000 Penalty: 2949.777344
	Iteration 20F: 3 clusters Score -1260195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1260214.875000 Penalty: 2949.777344
	Iteration 21Q: 3 clusters Score -1260215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1260240.875000 Penalty: 2949.777344
	Iteration 22Q: 3 clusters Score -1260241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1260254.125000 Penalty: 2949.777344
	Iteration 23Q: 3 clusters Score -1260254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1260269.125000 Penalty: 2949.777344
	Iteration 24Q: 3 clusters Score -1260269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1260277.875000 Penalty: 2949.777344
	Iteration 25Q: 3 clusters Score -1260278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1260283.375000 Penalty: 2949.777344
	Iteration 26Q: 3 clusters Score -1260283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1260283.625000 Penalty: 2949.777344
	Iteration 27Q: 3 clusters Score -1260284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1260283.625000 Penalty: 2949.777344
	Iteration 28F: 3 clusters Score -1260284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -181047.781250 Penalty: 1176.138916
	Iteration 0F: 2 clusters Score -181047.8 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 684 members 
Entering Unmasked Estep 
Score: -179354.062500 Penalty: 2352.277832
	Iteration 0F: 3 clusters Score -179354.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -179785.125000 Penalty: 2352.277832
	Iteration 1F: 3 clusters Score -179785.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -179885.078125 Penalty: 2352.277832
	Iteration 2F: 3 clusters Score -179885.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -179950.312500 Penalty: 2352.277832
	Iteration 3Q: 3 clusters Score -179950.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -180016.093750 Penalty: 2352.277832
	Iteration 4Q: 3 clusters Score -180016.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -180087.265625 Penalty: 2352.277832
	Iteration 5Q: 3 clusters Score -180087.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -180161.781250 Penalty: 2352.277832
	Iteration 6Q: 3 clusters Score -180161.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -180235.671875 Penalty: 2352.277832
	Iteration 7Q: 3 clusters Score -180235.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -180318.281250 Penalty: 2352.277832
	Iteration 8Q: 3 clusters Score -180318.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -180386.265625 Penalty: 2352.277832
	Iteration 9Q: 3 clusters Score -180386.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -180431.875000 Penalty: 2352.277832
	Iteration 10Q: 3 clusters Score -180431.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -180455.484375 Penalty: 2352.277832
	Iteration 11Q: 3 clusters Score -180455.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -180470.234375 Penalty: 2352.277832
	Iteration 12Q: 3 clusters Score -180470.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -180479.656250 Penalty: 2352.277832
	Iteration 13Q: 3 clusters Score -180479.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -180492.328125 Penalty: 2352.277832
	Iteration 14Q: 3 clusters Score -180492.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -180502.093750 Penalty: 2352.277832
	Iteration 15Q: 3 clusters Score -180502.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -180509.953125 Penalty: 2352.277832
	Iteration 16Q: 3 clusters Score -180510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -180513.125000 Penalty: 2352.277832
	Iteration 17Q: 3 clusters Score -180513.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -180515.359375 Penalty: 2352.277832
	Iteration 18Q: 3 clusters Score -180515.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -180515.625000 Penalty: 2352.277832
	Iteration 19Q: 3 clusters Score -180515.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -180515.625000 Penalty: 2352.277832
	Iteration 20F: 3 clusters Score -180515.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (3763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Entering Unmasked Estep 
Score: -478939.031250 Penalty: 1337.858032
	Iteration 0F: 2 clusters Score -478939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -475684.531250 Penalty: 2675.716064
	Iteration 0F: 3 clusters Score -475684.5 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -476458.000000 Penalty: 2675.716064
	Iteration 1F: 3 clusters Score -476458 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -476638.968750 Penalty: 2675.716064
	Iteration 2F: 3 clusters Score -476639 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -476745.250000 Penalty: 2675.716064
	Iteration 3F: 3 clusters Score -476745.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -476820.968750 Penalty: 2675.716064
	Iteration 4Q: 3 clusters Score -476821 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -476888.218750 Penalty: 2675.716064
	Iteration 5Q: 3 clusters Score -476888.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -476951.250000 Penalty: 2675.716064
	Iteration 6Q: 3 clusters Score -476951.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -477004.750000 Penalty: 2675.716064
	Iteration 7Q: 3 clusters Score -477004.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -477052.968750 Penalty: 2675.716064
	Iteration 8Q: 3 clusters Score -477053 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -477094.906250 Penalty: 2675.716064
	Iteration 9Q: 3 clusters Score -477094.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -477138.562500 Penalty: 2675.716064
	Iteration 10Q: 3 clusters Score -477138.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -477182.093750 Penalty: 2675.716064
	Iteration 11Q: 3 clusters Score -477182.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -477233.562500 Penalty: 2675.716064
	Iteration 12Q: 3 clusters Score -477233.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -477282.906250 Penalty: 2675.716064
	Iteration 13Q: 3 clusters Score -477282.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -477353.531250 Penalty: 2675.716064
	Iteration 14Q: 3 clusters Score -477353.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -477430.562500 Penalty: 2675.716064
	Iteration 15Q: 3 clusters Score -477430.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -477498.312500 Penalty: 2675.716064
	Iteration 16Q: 3 clusters Score -477498.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -477586.968750 Penalty: 2675.716064
	Iteration 17Q: 3 clusters Score -477587 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -477697.156250 Penalty: 2675.716064
	Iteration 18Q: 3 clusters Score -477697.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -477827.656250 Penalty: 2675.716064
	Iteration 19Q: 3 clusters Score -477827.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -477924.750000 Penalty: 2675.716064
	Iteration 20F: 3 clusters Score -477924.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -478013.593750 Penalty: 2675.716064
	Iteration 21Q: 3 clusters Score -478013.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -478090.000000 Penalty: 2675.716064
	Iteration 22Q: 3 clusters Score -478090 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -478141.375000 Penalty: 2675.716064
	Iteration 23Q: 3 clusters Score -478141.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -478173.093750 Penalty: 2675.716064
	Iteration 24Q: 3 clusters Score -478173.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -478195.000000 Penalty: 2675.716064
	Iteration 25Q: 3 clusters Score -478195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -478215.156250 Penalty: 2675.716064
	Iteration 26Q: 3 clusters Score -478215.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -478239.250000 Penalty: 2675.716064
	Iteration 27Q: 3 clusters Score -478239.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -478257.406250 Penalty: 2675.716064
	Iteration 28Q: 3 clusters Score -478257.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -478267.906250 Penalty: 2675.716064
	Iteration 29Q: 3 clusters Score -478267.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -478277.968750 Penalty: 2675.716064
	Iteration 30Q: 3 clusters Score -478278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -478292.781250 Penalty: 2675.716064
	Iteration 31Q: 3 clusters Score -478292.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -478303.000000 Penalty: 2675.716064
	Iteration 32Q: 3 clusters Score -478303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -478309.875000 Penalty: 2675.716064
	Iteration 33Q: 3 clusters Score -478309.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -478316.187500 Penalty: 2675.716064
	Iteration 34Q: 3 clusters Score -478316.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -478323.562500 Penalty: 2675.716064
	Iteration 35Q: 3 clusters Score -478323.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -478328.187500 Penalty: 2675.716064
	Iteration 36Q: 3 clusters Score -478328.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -478329.500000 Penalty: 2675.716064
	Iteration 37Q: 3 clusters Score -478329.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -478329.718750 Penalty: 2675.716064
	Iteration 38Q: 3 clusters Score -478329.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -478330.593750 Penalty: 2675.716064
	Iteration 39Q: 3 clusters Score -478330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -478330.250000 Penalty: 2675.716064
	Iteration 40F: 3 clusters Score -478330.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -478330.531250 Penalty: 2675.716064
	Iteration 41Q: 3 clusters Score -478330.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -478330.531250 Penalty: 2675.716064
	Iteration 42F: 3 clusters Score -478330.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -128750.757812 Penalty: 1123.805054
	Iteration 0F: 2 clusters Score -128750.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -127299.804688 Penalty: 2247.610107
	Iteration 0F: 3 clusters Score -127299.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -127548.109375 Penalty: 2247.610107
	Iteration 1F: 3 clusters Score -127548.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -127639.281250 Penalty: 2247.610107
	Iteration 2F: 3 clusters Score -127639.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -127704.382812 Penalty: 2247.610107
	Iteration 3Q: 3 clusters Score -127704.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -127741.367188 Penalty: 2247.610107
	Iteration 4Q: 3 clusters Score -127741.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -127772.507812 Penalty: 2247.610107
	Iteration 5Q: 3 clusters Score -127772.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -127799.953125 Penalty: 2247.610107
	Iteration 6Q: 3 clusters Score -127800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -127822.953125 Penalty: 2247.610107
	Iteration 7Q: 3 clusters Score -127823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -127848.125000 Penalty: 2247.610107
	Iteration 8Q: 3 clusters Score -127848.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -127871.726562 Penalty: 2247.610107
	Iteration 9Q: 3 clusters Score -127871.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -127888.710938 Penalty: 2247.610107
	Iteration 10Q: 3 clusters Score -127888.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -127897.375000 Penalty: 2247.610107
	Iteration 11Q: 3 clusters Score -127897.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -127903.898438 Penalty: 2247.610107
	Iteration 12Q: 3 clusters Score -127903.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -127910.382812 Penalty: 2247.610107
	Iteration 13Q: 3 clusters Score -127910.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -127914.765625 Penalty: 2247.610107
	Iteration 14Q: 3 clusters Score -127914.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -127919.015625 Penalty: 2247.610107
	Iteration 15Q: 3 clusters Score -127919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -127922.320312 Penalty: 2247.610107
	Iteration 16Q: 3 clusters Score -127922.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -127925.289062 Penalty: 2247.610107
	Iteration 17Q: 3 clusters Score -127925.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -127925.765625 Penalty: 2247.610107
	Iteration 18Q: 3 clusters Score -127925.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -127925.765625 Penalty: 2247.610107
	Iteration 19F: 3 clusters Score -127925.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (16646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Entering Unmasked Estep 
Score: -2545809.750000 Penalty: 1579.487793
	Iteration 0F: 2 clusters Score -2545810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2534714.000000 Penalty: 3158.975586
	Iteration 0F: 3 clusters Score -2534714 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2538697.000000 Penalty: 3158.975586
	Iteration 1F: 3 clusters Score -2538697 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2538994.500000 Penalty: 3158.975586
	Iteration 2F: 3 clusters Score -2538994 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2539247.750000 Penalty: 3158.975586
	Iteration 3Q: 3 clusters Score -2539248 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2539448.500000 Penalty: 3158.975586
	Iteration 4Q: 3 clusters Score -2539448 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2539632.500000 Penalty: 3158.975586
	Iteration 5Q: 3 clusters Score -2539632 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2539829.500000 Penalty: 3158.975586
	Iteration 6Q: 3 clusters Score -2539830 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2540038.000000 Penalty: 3158.975586
	Iteration 7Q: 3 clusters Score -2540038 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2540260.500000 Penalty: 3158.975586
	Iteration 8Q: 3 clusters Score -2540260 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2540521.500000 Penalty: 3158.975586
	Iteration 9Q: 3 clusters Score -2540522 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2540826.500000 Penalty: 3158.975586
	Iteration 10Q: 3 clusters Score -2540826 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2541194.750000 Penalty: 3158.975586
	Iteration 11Q: 3 clusters Score -2541195 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2541574.000000 Penalty: 3158.975586
	Iteration 12Q: 3 clusters Score -2541574 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2541909.500000 Penalty: 3158.975586
	Iteration 13Q: 3 clusters Score -2541910 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2542174.750000 Penalty: 3158.975586
	Iteration 14Q: 3 clusters Score -2542175 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2542309.000000 Penalty: 3158.975586
	Iteration 15Q: 3 clusters Score -2542309 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2542383.250000 Penalty: 3158.975586
	Iteration 16Q: 3 clusters Score -2542383 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2542412.000000 Penalty: 3158.975586
	Iteration 17Q: 3 clusters Score -2542412 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2542438.000000 Penalty: 3158.975586
	Iteration 18Q: 3 clusters Score -2542438 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2542441.500000 Penalty: 3158.975586
	Iteration 19Q: 3 clusters Score -2542442 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2542446.000000 Penalty: 3158.975586
	Iteration 20F: 3 clusters Score -2542446 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2542456.250000 Penalty: 3158.975586
	Iteration 21Q: 3 clusters Score -2542456 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2542454.500000 Penalty: 3158.975586
	Iteration 22Q: 3 clusters Score -2542454 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2542459.500000 Penalty: 3158.975586
	Iteration 23Q: 3 clusters Score -2542460 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2542482.750000 Penalty: 3158.975586
	Iteration 24Q: 3 clusters Score -2542483 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2542503.750000 Penalty: 3158.975586
	Iteration 25Q: 3 clusters Score -2542504 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2542512.250000 Penalty: 3158.975586
	Iteration 26Q: 3 clusters Score -2542512 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2542524.500000 Penalty: 3158.975586
	Iteration 27Q: 3 clusters Score -2542524 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2542543.750000 Penalty: 3158.975586
	Iteration 28Q: 3 clusters Score -2542544 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2542547.750000 Penalty: 3158.975586
	Iteration 29Q: 3 clusters Score -2542548 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2542551.500000 Penalty: 3158.975586
	Iteration 30Q: 3 clusters Score -2542552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2542549.250000 Penalty: 3158.975586
	Iteration 31Q: 3 clusters Score -2542549 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2542551.500000 Penalty: 3158.975586
	Iteration 32Q: 3 clusters Score -2542552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2542558.750000 Penalty: 3158.975586
	Iteration 33Q: 3 clusters Score -2542559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2542563.500000 Penalty: 3158.975586
	Iteration 34Q: 3 clusters Score -2542564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2542553.000000 Penalty: 3158.975586
	Iteration 35Q: 3 clusters Score -2542553 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2542558.250000 Penalty: 3158.975586
	Iteration 36Q: 3 clusters Score -2542558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2542566.000000 Penalty: 3158.975586
	Iteration 37Q: 3 clusters Score -2542566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2542571.500000 Penalty: 3158.975586
	Iteration 38Q: 3 clusters Score -2542572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2542587.750000 Penalty: 3158.975586
	Iteration 39Q: 3 clusters Score -2542588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2542592.250000 Penalty: 3158.975586
	Iteration 40F: 3 clusters Score -2542592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2542595.000000 Penalty: 3158.975586
	Iteration 41Q: 3 clusters Score -2542595 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2542609.250000 Penalty: 3158.975586
	Iteration 42Q: 3 clusters Score -2542609 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2542625.250000 Penalty: 3158.975586
	Iteration 43Q: 3 clusters Score -2542625 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2542630.250000 Penalty: 3158.975586
	Iteration 44Q: 3 clusters Score -2542630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2542639.500000 Penalty: 3158.975586
	Iteration 45Q: 3 clusters Score -2542640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2542649.500000 Penalty: 3158.975586
	Iteration 46Q: 3 clusters Score -2542650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2542656.000000 Penalty: 3158.975586
	Iteration 47Q: 3 clusters Score -2542656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2542664.750000 Penalty: 3158.975586
	Iteration 48Q: 3 clusters Score -2542665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2542669.750000 Penalty: 3158.975586
	Iteration 49Q: 3 clusters Score -2542670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2542684.250000 Penalty: 3158.975586
	Iteration 50Q: 3 clusters Score -2542684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2542700.500000 Penalty: 3158.975586
	Iteration 51Q: 3 clusters Score -2542700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2542706.250000 Penalty: 3158.975586
	Iteration 52Q: 3 clusters Score -2542706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2542709.000000 Penalty: 3158.975586
	Iteration 53Q: 3 clusters Score -2542709 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2542723.500000 Penalty: 3158.975586
	Iteration 54Q: 3 clusters Score -2542724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2542725.250000 Penalty: 3158.975586
	Iteration 55Q: 3 clusters Score -2542725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2542733.250000 Penalty: 3158.975586
	Iteration 56Q: 3 clusters Score -2542733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2542741.000000 Penalty: 3158.975586
	Iteration 57Q: 3 clusters Score -2542741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2542745.750000 Penalty: 3158.975586
	Iteration 58Q: 3 clusters Score -2542746 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2542758.750000 Penalty: 3158.975586
	Iteration 59Q: 3 clusters Score -2542759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2542769.500000 Penalty: 3158.975586
	Iteration 60F: 3 clusters Score -2542770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2542775.000000 Penalty: 3158.975586
	Iteration 61Q: 3 clusters Score -2542775 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2542785.000000 Penalty: 3158.975586
	Iteration 62Q: 3 clusters Score -2542785 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2542797.000000 Penalty: 3158.975586
	Iteration 63Q: 3 clusters Score -2542797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2542804.750000 Penalty: 3158.975586
	Iteration 64Q: 3 clusters Score -2542805 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2542812.500000 Penalty: 3158.975586
	Iteration 65Q: 3 clusters Score -2542812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2542832.250000 Penalty: 3158.975586
	Iteration 66Q: 3 clusters Score -2542832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2542839.750000 Penalty: 3158.975586
	Iteration 67Q: 3 clusters Score -2542840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2542858.250000 Penalty: 3158.975586
	Iteration 68Q: 3 clusters Score -2542858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2542867.000000 Penalty: 3158.975586
	Iteration 69Q: 3 clusters Score -2542867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2542873.250000 Penalty: 3158.975586
	Iteration 70Q: 3 clusters Score -2542873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2542882.500000 Penalty: 3158.975586
	Iteration 71Q: 3 clusters Score -2542882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2542884.750000 Penalty: 3158.975586
	Iteration 72Q: 3 clusters Score -2542885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2542892.750000 Penalty: 3158.975586
	Iteration 73Q: 3 clusters Score -2542893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2542887.500000 Penalty: 3158.975586
	Iteration 74Q: 3 clusters Score -2542888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2542888.500000 Penalty: 3158.975586
	Iteration 75Q: 3 clusters Score -2542888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2542895.500000 Penalty: 3158.975586
	Iteration 76Q: 3 clusters Score -2542896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2542899.500000 Penalty: 3158.975586
	Iteration 77Q: 3 clusters Score -2542900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2542908.750000 Penalty: 3158.975586
	Iteration 78Q: 3 clusters Score -2542909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2542921.250000 Penalty: 3158.975586
	Iteration 79Q: 3 clusters Score -2542921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2542920.500000 Penalty: 3158.975586
	Iteration 80F: 3 clusters Score -2542920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2542922.000000 Penalty: 3158.975586
	Iteration 81Q: 3 clusters Score -2542922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2542924.500000 Penalty: 3158.975586
	Iteration 82Q: 3 clusters Score -2542924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2542927.250000 Penalty: 3158.975586
	Iteration 83Q: 3 clusters Score -2542927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2542931.000000 Penalty: 3158.975586
	Iteration 84Q: 3 clusters Score -2542931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2542930.250000 Penalty: 3158.975586
	Iteration 85Q: 3 clusters Score -2542930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2542934.000000 Penalty: 3158.975586
	Iteration 86Q: 3 clusters Score -2542934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2542929.250000 Penalty: 3158.975586
	Iteration 87Q: 3 clusters Score -2542929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2542930.000000 Penalty: 3158.975586
	Iteration 88Q: 3 clusters Score -2542930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2542935.250000 Penalty: 3158.975586
	Iteration 89Q: 3 clusters Score -2542935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2542940.000000 Penalty: 3158.975586
	Iteration 90Q: 3 clusters Score -2542940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2542947.500000 Penalty: 3158.975586
	Iteration 91Q: 3 clusters Score -2542948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2542954.750000 Penalty: 3158.975586
	Iteration 92Q: 3 clusters Score -2542955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2542964.500000 Penalty: 3158.975586
	Iteration 93Q: 3 clusters Score -2542964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2542970.500000 Penalty: 3158.975586
	Iteration 94Q: 3 clusters Score -2542970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2542976.250000 Penalty: 3158.975586
	Iteration 95Q: 3 clusters Score -2542976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2542980.250000 Penalty: 3158.975586
	Iteration 96Q: 3 clusters Score -2542980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2542980.750000 Penalty: 3158.975586
	Iteration 97Q: 3 clusters Score -2542981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2542983.500000 Penalty: 3158.975586
	Iteration 98Q: 3 clusters Score -2542984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2542985.750000 Penalty: 3158.975586
	Iteration 99Q: 3 clusters Score -2542986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2542992.500000 Penalty: 3158.975586
	Iteration 100F: 3 clusters Score -2542992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2542993.750000 Penalty: 3158.975586
	Iteration 101Q: 3 clusters Score -2542994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2542992.750000 Penalty: 3158.975586
	Iteration 102Q: 3 clusters Score -2542993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2542992.000000 Penalty: 3158.975586
	Iteration 103Q: 3 clusters Score -2542992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2542998.500000 Penalty: 3158.975586
	Iteration 104Q: 3 clusters Score -2542998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2542994.750000 Penalty: 3158.975586
	Iteration 105Q: 3 clusters Score -2542995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2542996.000000 Penalty: 3158.975586
	Iteration 106Q: 3 clusters Score -2542996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2542998.000000 Penalty: 3158.975586
	Iteration 107Q: 3 clusters Score -2542998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2542996.500000 Penalty: 3158.975586
	Iteration 108Q: 3 clusters Score -2542996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2542997.000000 Penalty: 3158.975586
	Iteration 109Q: 3 clusters Score -2542997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2542996.750000 Penalty: 3158.975586
	Iteration 110Q: 3 clusters Score -2542997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2543002.000000 Penalty: 3158.975586
	Iteration 111Q: 3 clusters Score -2543002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2543008.750000 Penalty: 3158.975586
	Iteration 112Q: 3 clusters Score -2543009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2543011.250000 Penalty: 3158.975586
	Iteration 113Q: 3 clusters Score -2543011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2543012.250000 Penalty: 3158.975586
	Iteration 114Q: 3 clusters Score -2543012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2543012.250000 Penalty: 3158.975586
	Iteration 115Q: 3 clusters Score -2543012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2543012.250000 Penalty: 3158.975586
	Iteration 116Q: 3 clusters Score -2543012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2543012.250000 Penalty: 3158.975586
	Iteration 117F: 3 clusters Score -2543012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -349956.875000 Penalty: 1275.134399
	Iteration 0F: 2 clusters Score -349956.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -347538.031250 Penalty: 2550.268799
	Iteration 0F: 3 clusters Score -347538 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -348162.156250 Penalty: 2550.268799
	Iteration 1F: 3 clusters Score -348162.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -348360.875000 Penalty: 2550.268799
	Iteration 2F: 3 clusters Score -348360.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -348573.031250 Penalty: 2550.268799
	Iteration 3F: 3 clusters Score -348573 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -348816.625000 Penalty: 2550.268799
	Iteration 4F: 3 clusters Score -348816.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -349041.187500 Penalty: 2550.268799
	Iteration 5F: 3 clusters Score -349041.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -349250.125000 Penalty: 2550.268799
	Iteration 6F: 3 clusters Score -349250.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -349407.500000 Penalty: 2550.268799
	Iteration 7Q: 3 clusters Score -349407.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -349497.312500 Penalty: 2550.268799
	Iteration 8Q: 3 clusters Score -349497.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -349539.218750 Penalty: 2550.268799
	Iteration 9Q: 3 clusters Score -349539.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -349556.250000 Penalty: 2550.268799
	Iteration 10Q: 3 clusters Score -349556.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -349569.343750 Penalty: 2550.268799
	Iteration 11Q: 3 clusters Score -349569.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -349574.000000 Penalty: 2550.268799
	Iteration 12Q: 3 clusters Score -349574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -349574.000000 Penalty: 2550.268799
	Iteration 13F: 3 clusters Score -349574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (15769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Entering Unmasked Estep 
Score: -2394573.500000 Penalty: 1570.692627
	Iteration 0F: 2 clusters Score -2394574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2383782.000000 Penalty: 3141.385254
	Iteration 0F: 3 clusters Score -2383782 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2387779.500000 Penalty: 3141.385254
	Iteration 1F: 3 clusters Score -2387780 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2388211.000000 Penalty: 3141.385254
	Iteration 2F: 3 clusters Score -2388211 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2388626.750000 Penalty: 3141.385254
	Iteration 3F: 3 clusters Score -2388627 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2389073.500000 Penalty: 3141.385254
	Iteration 4F: 3 clusters Score -2389074 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2389567.500000 Penalty: 3141.385254
	Iteration 5F: 3 clusters Score -2389568 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2390034.500000 Penalty: 3141.385254
	Iteration 6F: 3 clusters Score -2390034 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2390571.250000 Penalty: 3141.385254
	Iteration 7F: 3 clusters Score -2390571 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2391125.250000 Penalty: 3141.385254
	Iteration 8F: 3 clusters Score -2391125 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2391627.500000 Penalty: 3141.385254
	Iteration 9Q: 3 clusters Score -2391628 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2392048.000000 Penalty: 3141.385254
	Iteration 10Q: 3 clusters Score -2392048 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2392369.000000 Penalty: 3141.385254
	Iteration 11Q: 3 clusters Score -2392369 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2392603.250000 Penalty: 3141.385254
	Iteration 12Q: 3 clusters Score -2392603 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2392775.000000 Penalty: 3141.385254
	Iteration 13Q: 3 clusters Score -2392775 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2392903.500000 Penalty: 3141.385254
	Iteration 14Q: 3 clusters Score -2392904 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2393001.750000 Penalty: 3141.385254
	Iteration 15Q: 3 clusters Score -2393002 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2393083.250000 Penalty: 3141.385254
	Iteration 16Q: 3 clusters Score -2393083 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2393127.250000 Penalty: 3141.385254
	Iteration 17Q: 3 clusters Score -2393127 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2393157.000000 Penalty: 3141.385254
	Iteration 18Q: 3 clusters Score -2393157 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2393186.000000 Penalty: 3141.385254
	Iteration 19Q: 3 clusters Score -2393186 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2393208.250000 Penalty: 3141.385254
	Iteration 20F: 3 clusters Score -2393208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2393219.250000 Penalty: 3141.385254
	Iteration 21Q: 3 clusters Score -2393219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2393238.000000 Penalty: 3141.385254
	Iteration 22Q: 3 clusters Score -2393238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2393241.250000 Penalty: 3141.385254
	Iteration 23Q: 3 clusters Score -2393241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2393253.250000 Penalty: 3141.385254
	Iteration 24Q: 3 clusters Score -2393253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2393270.750000 Penalty: 3141.385254
	Iteration 25Q: 3 clusters Score -2393271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2393278.000000 Penalty: 3141.385254
	Iteration 26Q: 3 clusters Score -2393278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2393281.000000 Penalty: 3141.385254
	Iteration 27Q: 3 clusters Score -2393281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2393291.750000 Penalty: 3141.385254
	Iteration 28Q: 3 clusters Score -2393292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2393299.500000 Penalty: 3141.385254
	Iteration 29Q: 3 clusters Score -2393300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2393304.250000 Penalty: 3141.385254
	Iteration 30Q: 3 clusters Score -2393304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2393305.250000 Penalty: 3141.385254
	Iteration 31Q: 3 clusters Score -2393305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2393309.750000 Penalty: 3141.385254
	Iteration 32Q: 3 clusters Score -2393310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2393316.750000 Penalty: 3141.385254
	Iteration 33Q: 3 clusters Score -2393317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2393315.750000 Penalty: 3141.385254
	Iteration 34Q: 3 clusters Score -2393316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2393318.750000 Penalty: 3141.385254
	Iteration 35Q: 3 clusters Score -2393319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2393321.000000 Penalty: 3141.385254
	Iteration 36Q: 3 clusters Score -2393321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2393319.750000 Penalty: 3141.385254
	Iteration 37Q: 3 clusters Score -2393320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2393323.000000 Penalty: 3141.385254
	Iteration 38Q: 3 clusters Score -2393323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2393324.500000 Penalty: 3141.385254
	Iteration 39Q: 3 clusters Score -2393324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2393324.500000 Penalty: 3141.385254
	Iteration 40F: 3 clusters Score -2393324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -92651.960938 Penalty: 1074.019287
	Iteration 0F: 2 clusters Score -92651.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -91382.960938 Penalty: 2148.038574
	Iteration 0F: 3 clusters Score -91382.96 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91613.523438 Penalty: 2148.038574
	Iteration 1F: 3 clusters Score -91613.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -91690.304688 Penalty: 2148.038574
	Iteration 2F: 3 clusters Score -91690.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91722.453125 Penalty: 2148.038574
	Iteration 3Q: 3 clusters Score -91722.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -91738.429688 Penalty: 2148.038574
	Iteration 4Q: 3 clusters Score -91738.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -91743.062500 Penalty: 2148.038574
	Iteration 5Q: 3 clusters Score -91743.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91751.187500 Penalty: 2148.038574
	Iteration 6Q: 3 clusters Score -91751.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -91758.429688 Penalty: 2148.038574
	Iteration 7Q: 3 clusters Score -91758.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -91767.125000 Penalty: 2148.038574
	Iteration 8Q: 3 clusters Score -91767.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -91767.125000 Penalty: 2148.038574
	Iteration 9F: 3 clusters Score -91767.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (21889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Entering Unmasked Estep 
Score: -3342439.500000 Penalty: 1623.982666
	Iteration 0F: 2 clusters Score -3342440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -3328340.250000 Penalty: 3247.965332
	Iteration 0F: 3 clusters Score -3328340 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -3333699.750000 Penalty: 3247.965332
	Iteration 1F: 3 clusters Score -3333700 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -3333984.250000 Penalty: 3247.965332
	Iteration 2Q: 3 clusters Score -3333984 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3334305.000000 Penalty: 3247.965332
	Iteration 3Q: 3 clusters Score -3334305 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -3334644.750000 Penalty: 3247.965332
	Iteration 4Q: 3 clusters Score -3334645 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -3335083.750000 Penalty: 3247.965332
	Iteration 5Q: 3 clusters Score -3335084 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -3335698.000000 Penalty: 3247.965332
	Iteration 6F: 3 clusters Score -3335698 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -3336524.000000 Penalty: 3247.965332
	Iteration 7F: 3 clusters Score -3336524 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -3337590.000000 Penalty: 3247.965332
	Iteration 8F: 3 clusters Score -3337590 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3338759.500000 Penalty: 3247.965332
	Iteration 9F: 3 clusters Score -3338760 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3339715.250000 Penalty: 3247.965332
	Iteration 10F: 3 clusters Score -3339715 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3340297.750000 Penalty: 3247.965332
	Iteration 11Q: 3 clusters Score -3340298 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3340620.250000 Penalty: 3247.965332
	Iteration 12Q: 3 clusters Score -3340620 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3340777.000000 Penalty: 3247.965332
	Iteration 13Q: 3 clusters Score -3340777 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3340901.000000 Penalty: 3247.965332
	Iteration 14Q: 3 clusters Score -3340901 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3341001.000000 Penalty: 3247.965332
	Iteration 15Q: 3 clusters Score -3341001 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3341042.000000 Penalty: 3247.965332
	Iteration 16Q: 3 clusters Score -3341042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3341059.000000 Penalty: 3247.965332
	Iteration 17Q: 3 clusters Score -3341059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3341076.500000 Penalty: 3247.965332
	Iteration 18Q: 3 clusters Score -3341076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3341077.750000 Penalty: 3247.965332
	Iteration 19Q: 3 clusters Score -3341078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3341083.000000 Penalty: 3247.965332
	Iteration 20F: 3 clusters Score -3341083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3341082.500000 Penalty: 3247.965332
	Iteration 21Q: 3 clusters Score -3341082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3341082.250000 Penalty: 3247.965332
	Iteration 22Q: 3 clusters Score -3341082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3341087.500000 Penalty: 3247.965332
	Iteration 23Q: 3 clusters Score -3341088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3341087.500000 Penalty: 3247.965332
	Iteration 24F: 3 clusters Score -3341088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (23159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Entering Unmasked Estep 
Score: -3521806.000000 Penalty: 1633.147461
	Iteration 0F: 2 clusters Score -3521806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -3506848.000000 Penalty: 3266.294922
	Iteration 0F: 3 clusters Score -3506848 nChanged 10629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -3512670.500000 Penalty: 3266.294922
	Iteration 1F: 3 clusters Score -3512670 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -3513026.750000 Penalty: 3266.294922
	Iteration 2Q: 3 clusters Score -3513027 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -3513383.000000 Penalty: 3266.294922
	Iteration 3Q: 3 clusters Score -3513383 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -3513682.250000 Penalty: 3266.294922
	Iteration 4Q: 3 clusters Score -3513682 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -3514025.750000 Penalty: 3266.294922
	Iteration 5Q: 3 clusters Score -3514026 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3514395.500000 Penalty: 3266.294922
	Iteration 6Q: 3 clusters Score -3514396 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -3514779.000000 Penalty: 3266.294922
	Iteration 7Q: 3 clusters Score -3514779 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3515202.750000 Penalty: 3266.294922
	Iteration 8Q: 3 clusters Score -3515203 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -3515689.750000 Penalty: 3266.294922
	Iteration 9Q: 3 clusters Score -3515690 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -3516168.750000 Penalty: 3266.294922
	Iteration 10Q: 3 clusters Score -3516169 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3516689.500000 Penalty: 3266.294922
	Iteration 11Q: 3 clusters Score -3516690 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3517214.000000 Penalty: 3266.294922
	Iteration 12Q: 3 clusters Score -3517214 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -3517624.250000 Penalty: 3266.294922
	Iteration 13Q: 3 clusters Score -3517624 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -3517976.500000 Penalty: 3266.294922
	Iteration 14Q: 3 clusters Score -3517976 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -3518291.500000 Penalty: 3266.294922
	Iteration 15Q: 3 clusters Score -3518292 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3518578.250000 Penalty: 3266.294922
	Iteration 16Q: 3 clusters Score -3518578 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -3518826.750000 Penalty: 3266.294922
	Iteration 17Q: 3 clusters Score -3518827 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -3519048.500000 Penalty: 3266.294922
	Iteration 18Q: 3 clusters Score -3519048 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -3519232.000000 Penalty: 3266.294922
	Iteration 19Q: 3 clusters Score -3519232 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -3519428.750000 Penalty: 3266.294922
	Iteration 20F: 3 clusters Score -3519429 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -3519582.500000 Penalty: 3266.294922
	Iteration 21Q: 3 clusters Score -3519582 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -3519740.500000 Penalty: 3266.294922
	Iteration 22Q: 3 clusters Score -3519740 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -3519852.250000 Penalty: 3266.294922
	Iteration 23Q: 3 clusters Score -3519852 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -3519953.000000 Penalty: 3266.294922
	Iteration 24Q: 3 clusters Score -3519953 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -3520051.750000 Penalty: 3266.294922
	Iteration 25Q: 3 clusters Score -3520052 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -3520124.500000 Penalty: 3266.294922
	Iteration 26Q: 3 clusters Score -3520124 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -3520197.000000 Penalty: 3266.294922
	Iteration 27Q: 3 clusters Score -3520197 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -3520250.250000 Penalty: 3266.294922
	Iteration 28Q: 3 clusters Score -3520250 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -3520284.750000 Penalty: 3266.294922
	Iteration 29Q: 3 clusters Score -3520285 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -3520307.750000 Penalty: 3266.294922
	Iteration 30Q: 3 clusters Score -3520308 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -3520323.000000 Penalty: 3266.294922
	Iteration 31Q: 3 clusters Score -3520323 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -3520357.250000 Penalty: 3266.294922
	Iteration 32Q: 3 clusters Score -3520357 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -3520381.750000 Penalty: 3266.294922
	Iteration 33Q: 3 clusters Score -3520382 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -3520409.000000 Penalty: 3266.294922
	Iteration 34Q: 3 clusters Score -3520409 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -3520437.500000 Penalty: 3266.294922
	Iteration 35Q: 3 clusters Score -3520438 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -3520451.750000 Penalty: 3266.294922
	Iteration 36Q: 3 clusters Score -3520452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3520461.250000 Penalty: 3266.294922
	Iteration 37Q: 3 clusters Score -3520461 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -3520462.500000 Penalty: 3266.294922
	Iteration 38Q: 3 clusters Score -3520462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -3520477.000000 Penalty: 3266.294922
	Iteration 39Q: 3 clusters Score -3520477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -3520487.250000 Penalty: 3266.294922
	Iteration 40F: 3 clusters Score -3520487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -3520491.750000 Penalty: 3266.294922
	Iteration 41Q: 3 clusters Score -3520492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -3520496.500000 Penalty: 3266.294922
	Iteration 42Q: 3 clusters Score -3520496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -3520501.500000 Penalty: 3266.294922
	Iteration 43Q: 3 clusters Score -3520502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -3520510.250000 Penalty: 3266.294922
	Iteration 44Q: 3 clusters Score -3520510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -3520514.750000 Penalty: 3266.294922
	Iteration 45Q: 3 clusters Score -3520515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3520523.750000 Penalty: 3266.294922
	Iteration 46Q: 3 clusters Score -3520524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -3520528.500000 Penalty: 3266.294922
	Iteration 47Q: 3 clusters Score -3520528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -3520522.000000 Penalty: 3266.294922
	Iteration 48Q: 3 clusters Score -3520522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -3520524.250000 Penalty: 3266.294922
	Iteration 49Q: 3 clusters Score -3520524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -3520523.250000 Penalty: 3266.294922
	Iteration 50Q: 3 clusters Score -3520523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -3520518.500000 Penalty: 3266.294922
	Iteration 51Q: 3 clusters Score -3520518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -3520517.500000 Penalty: 3266.294922
	Iteration 52Q: 3 clusters Score -3520518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -3520520.000000 Penalty: 3266.294922
	Iteration 53Q: 3 clusters Score -3520520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -3520521.000000 Penalty: 3266.294922
	Iteration 54Q: 3 clusters Score -3520521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -3520521.000000 Penalty: 3266.294922
	Iteration 55F: 3 clusters Score -3520521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (2024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Entering Unmasked Estep 
Score: -267937.125000 Penalty: 1237.085083
	Iteration 0F: 2 clusters Score -267937.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -265868.343750 Penalty: 2474.170166
	Iteration 0F: 3 clusters Score -265868.3 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -266370.593750 Penalty: 2474.170166
	Iteration 1F: 3 clusters Score -266370.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -266515.281250 Penalty: 2474.170166
	Iteration 2F: 3 clusters Score -266515.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -266604.968750 Penalty: 2474.170166
	Iteration 3F: 3 clusters Score -266605 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -266679.343750 Penalty: 2474.170166
	Iteration 4Q: 3 clusters Score -266679.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -266741.562500 Penalty: 2474.170166
	Iteration 5Q: 3 clusters Score -266741.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -266798.781250 Penalty: 2474.170166
	Iteration 6Q: 3 clusters Score -266798.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -266844.500000 Penalty: 2474.170166
	Iteration 7Q: 3 clusters Score -266844.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -266879.218750 Penalty: 2474.170166
	Iteration 8Q: 3 clusters Score -266879.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -266903.250000 Penalty: 2474.170166
	Iteration 9Q: 3 clusters Score -266903.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -266921.781250 Penalty: 2474.170166
	Iteration 10Q: 3 clusters Score -266921.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -266938.406250 Penalty: 2474.170166
	Iteration 11Q: 3 clusters Score -266938.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -266945.906250 Penalty: 2474.170166
	Iteration 12Q: 3 clusters Score -266945.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -266950.781250 Penalty: 2474.170166
	Iteration 13Q: 3 clusters Score -266950.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -266952.968750 Penalty: 2474.170166
	Iteration 14Q: 3 clusters Score -266953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -266954.375000 Penalty: 2474.170166
	Iteration 15Q: 3 clusters Score -266954.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -266954.375000 Penalty: 2474.170166
	Iteration 16F: 3 clusters Score -266954.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Entering Unmasked Estep 
Score: -428643.875000 Penalty: 1311.420654
	Iteration 0F: 2 clusters Score -428643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -425817.281250 Penalty: 2622.841309
	Iteration 0F: 3 clusters Score -425817.3 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -426560.093750 Penalty: 2622.841309
	Iteration 1F: 3 clusters Score -426560.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -426708.843750 Penalty: 2622.841309
	Iteration 2F: 3 clusters Score -426708.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -426787.875000 Penalty: 2622.841309
	Iteration 3Q: 3 clusters Score -426787.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -426850.750000 Penalty: 2622.841309
	Iteration 4Q: 3 clusters Score -426850.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -426913.906250 Penalty: 2622.841309
	Iteration 5Q: 3 clusters Score -426913.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -426979.000000 Penalty: 2622.841309
	Iteration 6Q: 3 clusters Score -426979 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -427026.687500 Penalty: 2622.841309
	Iteration 7Q: 3 clusters Score -427026.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -427060.218750 Penalty: 2622.841309
	Iteration 8Q: 3 clusters Score -427060.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -427094.375000 Penalty: 2622.841309
	Iteration 9Q: 3 clusters Score -427094.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -427133.531250 Penalty: 2622.841309
	Iteration 10Q: 3 clusters Score -427133.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -427169.281250 Penalty: 2622.841309
	Iteration 11Q: 3 clusters Score -427169.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -427195.218750 Penalty: 2622.841309
	Iteration 12Q: 3 clusters Score -427195.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -427220.187500 Penalty: 2622.841309
	Iteration 13Q: 3 clusters Score -427220.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -427240.968750 Penalty: 2622.841309
	Iteration 14Q: 3 clusters Score -427241 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -427265.937500 Penalty: 2622.841309
	Iteration 15Q: 3 clusters Score -427265.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -427294.500000 Penalty: 2622.841309
	Iteration 16Q: 3 clusters Score -427294.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -427323.906250 Penalty: 2622.841309
	Iteration 17Q: 3 clusters Score -427323.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -427344.531250 Penalty: 2622.841309
	Iteration 18Q: 3 clusters Score -427344.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -427367.250000 Penalty: 2622.841309
	Iteration 19Q: 3 clusters Score -427367.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -427392.500000 Penalty: 2622.841309
	Iteration 20F: 3 clusters Score -427392.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -427411.781250 Penalty: 2622.841309
	Iteration 21Q: 3 clusters Score -427411.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -427426.343750 Penalty: 2622.841309
	Iteration 22Q: 3 clusters Score -427426.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -427438.125000 Penalty: 2622.841309
	Iteration 23Q: 3 clusters Score -427438.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -427449.062500 Penalty: 2622.841309
	Iteration 24Q: 3 clusters Score -427449.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -427460.968750 Penalty: 2622.841309
	Iteration 25Q: 3 clusters Score -427461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -427469.312500 Penalty: 2622.841309
	Iteration 26Q: 3 clusters Score -427469.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -427482.437500 Penalty: 2622.841309
	Iteration 27Q: 3 clusters Score -427482.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -427493.156250 Penalty: 2622.841309
	Iteration 28Q: 3 clusters Score -427493.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -427503.218750 Penalty: 2622.841309
	Iteration 29Q: 3 clusters Score -427503.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -427514.093750 Penalty: 2622.841309
	Iteration 30Q: 3 clusters Score -427514.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -427523.968750 Penalty: 2622.841309
	Iteration 31Q: 3 clusters Score -427524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -427531.156250 Penalty: 2622.841309
	Iteration 32Q: 3 clusters Score -427531.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -427533.968750 Penalty: 2622.841309
	Iteration 33Q: 3 clusters Score -427534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -427537.343750 Penalty: 2622.841309
	Iteration 34Q: 3 clusters Score -427537.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -427542.093750 Penalty: 2622.841309
	Iteration 35Q: 3 clusters Score -427542.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -427546.375000 Penalty: 2622.841309
	Iteration 36Q: 3 clusters Score -427546.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -427550.406250 Penalty: 2622.841309
	Iteration 37Q: 3 clusters Score -427550.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -427553.312500 Penalty: 2622.841309
	Iteration 38Q: 3 clusters Score -427553.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -427557.406250 Penalty: 2622.841309
	Iteration 39Q: 3 clusters Score -427557.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -427560.843750 Penalty: 2622.841309
	Iteration 40F: 3 clusters Score -427560.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -427562.718750 Penalty: 2622.841309
	Iteration 41Q: 3 clusters Score -427562.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -427564.281250 Penalty: 2622.841309
	Iteration 42Q: 3 clusters Score -427564.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -427565.000000 Penalty: 2622.841309
	Iteration 43Q: 3 clusters Score -427565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -427567.593750 Penalty: 2622.841309
	Iteration 44Q: 3 clusters Score -427567.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -427572.343750 Penalty: 2622.841309
	Iteration 45Q: 3 clusters Score -427572.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -427576.812500 Penalty: 2622.841309
	Iteration 46Q: 3 clusters Score -427576.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -427581.656250 Penalty: 2622.841309
	Iteration 47Q: 3 clusters Score -427581.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -427585.781250 Penalty: 2622.841309
	Iteration 48Q: 3 clusters Score -427585.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -427590.531250 Penalty: 2622.841309
	Iteration 49Q: 3 clusters Score -427590.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -427592.312500 Penalty: 2622.841309
	Iteration 50Q: 3 clusters Score -427592.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -427593.125000 Penalty: 2622.841309
	Iteration 51Q: 3 clusters Score -427593.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -427594.531250 Penalty: 2622.841309
	Iteration 52Q: 3 clusters Score -427594.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -427595.750000 Penalty: 2622.841309
	Iteration 53Q: 3 clusters Score -427595.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -427597.781250 Penalty: 2622.841309
	Iteration 54Q: 3 clusters Score -427597.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -427598.937500 Penalty: 2622.841309
	Iteration 55Q: 3 clusters Score -427598.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -427599.906250 Penalty: 2622.841309
	Iteration 56Q: 3 clusters Score -427599.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -427599.156250 Penalty: 2622.841309
	Iteration 57Q: 3 clusters Score -427599.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -427599.156250 Penalty: 2622.841309
	Iteration 58F: 3 clusters Score -427599.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Entering Unmasked Estep 
Score: -373030.937500 Penalty: 1293.382324
	Iteration 0F: 2 clusters Score -373030.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -370401.937500 Penalty: 2586.764648
	Iteration 0F: 3 clusters Score -370401.9 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -371042.406250 Penalty: 2586.764648
	Iteration 1F: 3 clusters Score -371042.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -371203.718750 Penalty: 2586.764648
	Iteration 2F: 3 clusters Score -371203.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -371277.406250 Penalty: 2586.764648
	Iteration 3Q: 3 clusters Score -371277.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -371328.593750 Penalty: 2586.764648
	Iteration 4Q: 3 clusters Score -371328.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -371374.843750 Penalty: 2586.764648
	Iteration 5Q: 3 clusters Score -371374.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -371406.187500 Penalty: 2586.764648
	Iteration 6Q: 3 clusters Score -371406.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -371432.500000 Penalty: 2586.764648
	Iteration 7Q: 3 clusters Score -371432.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -371457.187500 Penalty: 2586.764648
	Iteration 8Q: 3 clusters Score -371457.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -371475.875000 Penalty: 2586.764648
	Iteration 9Q: 3 clusters Score -371475.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -371493.531250 Penalty: 2586.764648
	Iteration 10Q: 3 clusters Score -371493.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -371510.000000 Penalty: 2586.764648
	Iteration 11Q: 3 clusters Score -371510 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -371534.156250 Penalty: 2586.764648
	Iteration 12Q: 3 clusters Score -371534.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -371559.187500 Penalty: 2586.764648
	Iteration 13Q: 3 clusters Score -371559.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -371594.562500 Penalty: 2586.764648
	Iteration 14Q: 3 clusters Score -371594.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -371624.156250 Penalty: 2586.764648
	Iteration 15Q: 3 clusters Score -371624.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -371648.343750 Penalty: 2586.764648
	Iteration 16Q: 3 clusters Score -371648.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -371672.687500 Penalty: 2586.764648
	Iteration 17Q: 3 clusters Score -371672.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -371695.906250 Penalty: 2586.764648
	Iteration 18Q: 3 clusters Score -371695.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -371718.125000 Penalty: 2586.764648
	Iteration 19Q: 3 clusters Score -371718.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -371737.968750 Penalty: 2586.764648
	Iteration 20F: 3 clusters Score -371738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -371750.375000 Penalty: 2586.764648
	Iteration 21Q: 3 clusters Score -371750.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -371764.968750 Penalty: 2586.764648
	Iteration 22Q: 3 clusters Score -371765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -371773.781250 Penalty: 2586.764648
	Iteration 23Q: 3 clusters Score -371773.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -371781.062500 Penalty: 2586.764648
	Iteration 24Q: 3 clusters Score -371781.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -371786.656250 Penalty: 2586.764648
	Iteration 25Q: 3 clusters Score -371786.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -371793.468750 Penalty: 2586.764648
	Iteration 26Q: 3 clusters Score -371793.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -371799.531250 Penalty: 2586.764648
	Iteration 27Q: 3 clusters Score -371799.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -371804.468750 Penalty: 2586.764648
	Iteration 28Q: 3 clusters Score -371804.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -371812.687500 Penalty: 2586.764648
	Iteration 29Q: 3 clusters Score -371812.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -371818.187500 Penalty: 2586.764648
	Iteration 30Q: 3 clusters Score -371818.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -371824.031250 Penalty: 2586.764648
	Iteration 31Q: 3 clusters Score -371824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -371828.312500 Penalty: 2586.764648
	Iteration 32Q: 3 clusters Score -371828.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -371833.250000 Penalty: 2586.764648
	Iteration 33Q: 3 clusters Score -371833.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -371836.843750 Penalty: 2586.764648
	Iteration 34Q: 3 clusters Score -371836.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -371842.000000 Penalty: 2586.764648
	Iteration 35Q: 3 clusters Score -371842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -371846.062500 Penalty: 2586.764648
	Iteration 36Q: 3 clusters Score -371846.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -371853.406250 Penalty: 2586.764648
	Iteration 37Q: 3 clusters Score -371853.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -371857.625000 Penalty: 2586.764648
	Iteration 38Q: 3 clusters Score -371857.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -371862.062500 Penalty: 2586.764648
	Iteration 39Q: 3 clusters Score -371862.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -371864.218750 Penalty: 2586.764648
	Iteration 40F: 3 clusters Score -371864.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -371867.312500 Penalty: 2586.764648
	Iteration 41Q: 3 clusters Score -371867.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -371869.875000 Penalty: 2586.764648
	Iteration 42Q: 3 clusters Score -371869.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -371873.031250 Penalty: 2586.764648
	Iteration 43Q: 3 clusters Score -371873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -371876.000000 Penalty: 2586.764648
	Iteration 44Q: 3 clusters Score -371876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -371877.156250 Penalty: 2586.764648
	Iteration 45Q: 3 clusters Score -371877.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -371880.156250 Penalty: 2586.764648
	Iteration 46Q: 3 clusters Score -371880.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -371882.625000 Penalty: 2586.764648
	Iteration 47Q: 3 clusters Score -371882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -371886.812500 Penalty: 2586.764648
	Iteration 48Q: 3 clusters Score -371886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -371888.875000 Penalty: 2586.764648
	Iteration 49Q: 3 clusters Score -371888.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -371892.656250 Penalty: 2586.764648
	Iteration 50Q: 3 clusters Score -371892.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -371896.312500 Penalty: 2586.764648
	Iteration 51Q: 3 clusters Score -371896.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -371899.656250 Penalty: 2586.764648
	Iteration 52Q: 3 clusters Score -371899.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -371899.656250 Penalty: 2586.764648
	Iteration 53F: 3 clusters Score -371899.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (6926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Entering Unmasked Estep 
Score: -1049177.125000 Penalty: 1436.993652
	Iteration 0F: 2 clusters Score -1049177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1044011.625000 Penalty: 2873.987305
	Iteration 0F: 3 clusters Score -1044012 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1045558.062500 Penalty: 2873.987305
	Iteration 1F: 3 clusters Score -1045558 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1045752.937500 Penalty: 2873.987305
	Iteration 2F: 3 clusters Score -1045753 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1045915.562500 Penalty: 2873.987305
	Iteration 3F: 3 clusters Score -1045916 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1046077.562500 Penalty: 2873.987305
	Iteration 4Q: 3 clusters Score -1046078 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1046250.687500 Penalty: 2873.987305
	Iteration 5Q: 3 clusters Score -1046251 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1046429.750000 Penalty: 2873.987305
	Iteration 6Q: 3 clusters Score -1046430 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1046601.812500 Penalty: 2873.987305
	Iteration 7Q: 3 clusters Score -1046602 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1046748.562500 Penalty: 2873.987305
	Iteration 8Q: 3 clusters Score -1046749 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1046930.312500 Penalty: 2873.987305
	Iteration 9Q: 3 clusters Score -1046930 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1047114.125000 Penalty: 2873.987305
	Iteration 10Q: 3 clusters Score -1047114 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1047278.375000 Penalty: 2873.987305
	Iteration 11Q: 3 clusters Score -1047278 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1047433.125000 Penalty: 2873.987305
	Iteration 12Q: 3 clusters Score -1047433 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1047546.875000 Penalty: 2873.987305
	Iteration 13Q: 3 clusters Score -1047547 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1047635.812500 Penalty: 2873.987305
	Iteration 14Q: 3 clusters Score -1047636 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1047708.062500 Penalty: 2873.987305
	Iteration 15Q: 3 clusters Score -1047708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1047763.562500 Penalty: 2873.987305
	Iteration 16Q: 3 clusters Score -1047764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1047802.000000 Penalty: 2873.987305
	Iteration 17Q: 3 clusters Score -1047802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1047840.937500 Penalty: 2873.987305
	Iteration 18Q: 3 clusters Score -1047841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1047859.000000 Penalty: 2873.987305
	Iteration 19Q: 3 clusters Score -1047859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1047877.187500 Penalty: 2873.987305
	Iteration 20F: 3 clusters Score -1047877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1047885.250000 Penalty: 2873.987305
	Iteration 21Q: 3 clusters Score -1047885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1047887.125000 Penalty: 2873.987305
	Iteration 22Q: 3 clusters Score -1047887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1047889.000000 Penalty: 2873.987305
	Iteration 23Q: 3 clusters Score -1047889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1047889.625000 Penalty: 2873.987305
	Iteration 24Q: 3 clusters Score -1047890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1047892.437500 Penalty: 2873.987305
	Iteration 25Q: 3 clusters Score -1047892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1047894.562500 Penalty: 2873.987305
	Iteration 26Q: 3 clusters Score -1047895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1047896.062500 Penalty: 2873.987305
	Iteration 27Q: 3 clusters Score -1047896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1047899.000000 Penalty: 2873.987305
	Iteration 28Q: 3 clusters Score -1047899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1047898.812500 Penalty: 2873.987305
	Iteration 29Q: 3 clusters Score -1047899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1047901.375000 Penalty: 2873.987305
	Iteration 30Q: 3 clusters Score -1047901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1047904.750000 Penalty: 2873.987305
	Iteration 31Q: 3 clusters Score -1047905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1047908.562500 Penalty: 2873.987305
	Iteration 32Q: 3 clusters Score -1047909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1047908.687500 Penalty: 2873.987305
	Iteration 33Q: 3 clusters Score -1047909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1047910.250000 Penalty: 2873.987305
	Iteration 34Q: 3 clusters Score -1047910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1047911.500000 Penalty: 2873.987305
	Iteration 35Q: 3 clusters Score -1047912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1047911.875000 Penalty: 2873.987305
	Iteration 36Q: 3 clusters Score -1047912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1047911.875000 Penalty: 2873.987305
	Iteration 37F: 3 clusters Score -1047912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (9986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Entering Unmasked Estep 
Score: -1476473.250000 Penalty: 1496.452637
	Iteration 0F: 2 clusters Score -1476473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1469268.125000 Penalty: 2992.905273
	Iteration 0F: 3 clusters Score -1469268 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1471493.125000 Penalty: 2992.905273
	Iteration 1F: 3 clusters Score -1471493 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1471747.875000 Penalty: 2992.905273
	Iteration 2F: 3 clusters Score -1471748 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1471975.375000 Penalty: 2992.905273
	Iteration 3F: 3 clusters Score -1471975 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1472183.125000 Penalty: 2992.905273
	Iteration 4Q: 3 clusters Score -1472183 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1472388.500000 Penalty: 2992.905273
	Iteration 5Q: 3 clusters Score -1472388 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1472582.750000 Penalty: 2992.905273
	Iteration 6Q: 3 clusters Score -1472583 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1472799.375000 Penalty: 2992.905273
	Iteration 7Q: 3 clusters Score -1472799 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1473022.750000 Penalty: 2992.905273
	Iteration 8Q: 3 clusters Score -1473023 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1473265.250000 Penalty: 2992.905273
	Iteration 9Q: 3 clusters Score -1473265 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1473506.125000 Penalty: 2992.905273
	Iteration 10Q: 3 clusters Score -1473506 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1473749.875000 Penalty: 2992.905273
	Iteration 11Q: 3 clusters Score -1473750 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1473970.375000 Penalty: 2992.905273
	Iteration 12Q: 3 clusters Score -1473970 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1474174.000000 Penalty: 2992.905273
	Iteration 13Q: 3 clusters Score -1474174 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1474357.875000 Penalty: 2992.905273
	Iteration 14Q: 3 clusters Score -1474358 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1474508.375000 Penalty: 2992.905273
	Iteration 15Q: 3 clusters Score -1474508 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1474637.875000 Penalty: 2992.905273
	Iteration 16Q: 3 clusters Score -1474638 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1474778.125000 Penalty: 2992.905273
	Iteration 17Q: 3 clusters Score -1474778 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1474876.000000 Penalty: 2992.905273
	Iteration 18Q: 3 clusters Score -1474876 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1474943.625000 Penalty: 2992.905273
	Iteration 19Q: 3 clusters Score -1474944 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1474973.375000 Penalty: 2992.905273
	Iteration 20F: 3 clusters Score -1474973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1474996.000000 Penalty: 2992.905273
	Iteration 21Q: 3 clusters Score -1474996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1475017.500000 Penalty: 2992.905273
	Iteration 22Q: 3 clusters Score -1475018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1475034.625000 Penalty: 2992.905273
	Iteration 23Q: 3 clusters Score -1475035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1475052.500000 Penalty: 2992.905273
	Iteration 24Q: 3 clusters Score -1475052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1475072.375000 Penalty: 2992.905273
	Iteration 25Q: 3 clusters Score -1475072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1475085.375000 Penalty: 2992.905273
	Iteration 26Q: 3 clusters Score -1475085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1475100.250000 Penalty: 2992.905273
	Iteration 27Q: 3 clusters Score -1475100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1475108.750000 Penalty: 2992.905273
	Iteration 28Q: 3 clusters Score -1475109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1475119.750000 Penalty: 2992.905273
	Iteration 29Q: 3 clusters Score -1475120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1475127.000000 Penalty: 2992.905273
	Iteration 30Q: 3 clusters Score -1475127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1475141.250000 Penalty: 2992.905273
	Iteration 31Q: 3 clusters Score -1475141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1475148.000000 Penalty: 2992.905273
	Iteration 32Q: 3 clusters Score -1475148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1475155.500000 Penalty: 2992.905273
	Iteration 33Q: 3 clusters Score -1475156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1475155.125000 Penalty: 2992.905273
	Iteration 34Q: 3 clusters Score -1475155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1475156.125000 Penalty: 2992.905273
	Iteration 35Q: 3 clusters Score -1475156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1475156.500000 Penalty: 2992.905273
	Iteration 36Q: 3 clusters Score -1475156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1475160.000000 Penalty: 2992.905273
	Iteration 37Q: 3 clusters Score -1475160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1475160.625000 Penalty: 2992.905273
	Iteration 38Q: 3 clusters Score -1475161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1475163.250000 Penalty: 2992.905273
	Iteration 39Q: 3 clusters Score -1475163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1475161.375000 Penalty: 2992.905273
	Iteration 40F: 3 clusters Score -1475161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1475163.125000 Penalty: 2992.905273
	Iteration 41Q: 3 clusters Score -1475163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1475163.125000 Penalty: 2992.905273
	Iteration 42F: 3 clusters Score -1475163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -75280.500000 Penalty: 1045.352783
	Iteration 0F: 2 clusters Score -75280.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -74139.765625 Penalty: 2090.705566
	Iteration 0F: 3 clusters Score -74139.77 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74327.179688 Penalty: 2090.705566
	Iteration 1F: 3 clusters Score -74327.18 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74401.960938 Penalty: 2090.705566
	Iteration 2F: 3 clusters Score -74401.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74439.500000 Penalty: 2090.705566
	Iteration 3Q: 3 clusters Score -74439.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74457.695312 Penalty: 2090.705566
	Iteration 4Q: 3 clusters Score -74457.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74471.054688 Penalty: 2090.705566
	Iteration 5Q: 3 clusters Score -74471.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74478.335938 Penalty: 2090.705566
	Iteration 6Q: 3 clusters Score -74478.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74495.648438 Penalty: 2090.705566
	Iteration 7Q: 3 clusters Score -74495.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74512.210938 Penalty: 2090.705566
	Iteration 8Q: 3 clusters Score -74512.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74517.804688 Penalty: 2090.705566
	Iteration 9Q: 3 clusters Score -74517.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74519.507812 Penalty: 2090.705566
	Iteration 10Q: 3 clusters Score -74519.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74519.507812 Penalty: 2090.705566
	Iteration 11F: 3 clusters Score -74519.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (6653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Entering Unmasked Estep 
Score: -1010764.875000 Penalty: 1430.458740
	Iteration 0F: 2 clusters Score -1010765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1005731.000000 Penalty: 2860.917480
	Iteration 0F: 3 clusters Score -1005731 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1007241.062500 Penalty: 2860.917480
	Iteration 1F: 3 clusters Score -1007241 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1007484.125000 Penalty: 2860.917480
	Iteration 2F: 3 clusters Score -1007484 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1007677.062500 Penalty: 2860.917480
	Iteration 3F: 3 clusters Score -1007677 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1007844.312500 Penalty: 2860.917480
	Iteration 4F: 3 clusters Score -1007844 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1007966.250000 Penalty: 2860.917480
	Iteration 5Q: 3 clusters Score -1007966 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1008073.000000 Penalty: 2860.917480
	Iteration 6Q: 3 clusters Score -1008073 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1008179.250000 Penalty: 2860.917480
	Iteration 7Q: 3 clusters Score -1008179 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1008304.312500 Penalty: 2860.917480
	Iteration 8Q: 3 clusters Score -1008304 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1008456.375000 Penalty: 2860.917480
	Iteration 9Q: 3 clusters Score -1008456 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1008610.687500 Penalty: 2860.917480
	Iteration 10Q: 3 clusters Score -1008611 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1008771.812500 Penalty: 2860.917480
	Iteration 11Q: 3 clusters Score -1008772 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1008921.875000 Penalty: 2860.917480
	Iteration 12Q: 3 clusters Score -1008922 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1009057.625000 Penalty: 2860.917480
	Iteration 13Q: 3 clusters Score -1009058 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1009152.687500 Penalty: 2860.917480
	Iteration 14Q: 3 clusters Score -1009153 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1009238.437500 Penalty: 2860.917480
	Iteration 15Q: 3 clusters Score -1009238 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1009312.125000 Penalty: 2860.917480
	Iteration 16Q: 3 clusters Score -1009312 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1009358.875000 Penalty: 2860.917480
	Iteration 17Q: 3 clusters Score -1009359 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1009392.562500 Penalty: 2860.917480
	Iteration 18Q: 3 clusters Score -1009393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1009406.687500 Penalty: 2860.917480
	Iteration 19Q: 3 clusters Score -1009407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1009425.750000 Penalty: 2860.917480
	Iteration 20F: 3 clusters Score -1009426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1009437.812500 Penalty: 2860.917480
	Iteration 21Q: 3 clusters Score -1009438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1009455.562500 Penalty: 2860.917480
	Iteration 22Q: 3 clusters Score -1009456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1009468.750000 Penalty: 2860.917480
	Iteration 23Q: 3 clusters Score -1009469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1009482.062500 Penalty: 2860.917480
	Iteration 24Q: 3 clusters Score -1009482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1009492.625000 Penalty: 2860.917480
	Iteration 25Q: 3 clusters Score -1009493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1009496.687500 Penalty: 2860.917480
	Iteration 26Q: 3 clusters Score -1009497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1009500.250000 Penalty: 2860.917480
	Iteration 27Q: 3 clusters Score -1009500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1009506.500000 Penalty: 2860.917480
	Iteration 28Q: 3 clusters Score -1009506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1009514.125000 Penalty: 2860.917480
	Iteration 29Q: 3 clusters Score -1009514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1009517.937500 Penalty: 2860.917480
	Iteration 30Q: 3 clusters Score -1009518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1009520.062500 Penalty: 2860.917480
	Iteration 31Q: 3 clusters Score -1009520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1009521.562500 Penalty: 2860.917480
	Iteration 32Q: 3 clusters Score -1009522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1009521.562500 Penalty: 2860.917480
	Iteration 33F: 3 clusters Score -1009522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (20516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Entering Unmasked Estep 
Score: -3132405.250000 Penalty: 1613.456177
	Iteration 0F: 2 clusters Score -3132405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -3119676.750000 Penalty: 3226.912354
	Iteration 0F: 3 clusters Score -3119677 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -3124732.750000 Penalty: 3226.912354
	Iteration 1F: 3 clusters Score -3124733 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -3125138.750000 Penalty: 3226.912354
	Iteration 2F: 3 clusters Score -3125139 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -3125533.500000 Penalty: 3226.912354
	Iteration 3F: 3 clusters Score -3125534 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -3125915.500000 Penalty: 3226.912354
	Iteration 4Q: 3 clusters Score -3125916 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3126235.500000 Penalty: 3226.912354
	Iteration 5Q: 3 clusters Score -3126236 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -3126514.750000 Penalty: 3226.912354
	Iteration 6Q: 3 clusters Score -3126515 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3126753.250000 Penalty: 3226.912354
	Iteration 7Q: 3 clusters Score -3126753 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -3126971.750000 Penalty: 3226.912354
	Iteration 8Q: 3 clusters Score -3126972 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3127166.500000 Penalty: 3226.912354
	Iteration 9Q: 3 clusters Score -3127166 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -3127347.500000 Penalty: 3226.912354
	Iteration 10Q: 3 clusters Score -3127348 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -3127493.250000 Penalty: 3226.912354
	Iteration 11Q: 3 clusters Score -3127493 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -3127644.250000 Penalty: 3226.912354
	Iteration 12Q: 3 clusters Score -3127644 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -3127794.000000 Penalty: 3226.912354
	Iteration 13Q: 3 clusters Score -3127794 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -3127968.000000 Penalty: 3226.912354
	Iteration 14Q: 3 clusters Score -3127968 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -3128176.000000 Penalty: 3226.912354
	Iteration 15Q: 3 clusters Score -3128176 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -3128437.750000 Penalty: 3226.912354
	Iteration 16Q: 3 clusters Score -3128438 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3128717.500000 Penalty: 3226.912354
	Iteration 17Q: 3 clusters Score -3128718 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -3128922.250000 Penalty: 3226.912354
	Iteration 18Q: 3 clusters Score -3128922 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -3129051.500000 Penalty: 3226.912354
	Iteration 19Q: 3 clusters Score -3129052 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -3129143.750000 Penalty: 3226.912354
	Iteration 20F: 3 clusters Score -3129144 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -3129230.750000 Penalty: 3226.912354
	Iteration 21Q: 3 clusters Score -3129231 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -3129328.250000 Penalty: 3226.912354
	Iteration 22Q: 3 clusters Score -3129328 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -3129410.250000 Penalty: 3226.912354
	Iteration 23Q: 3 clusters Score -3129410 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -3129523.250000 Penalty: 3226.912354
	Iteration 24Q: 3 clusters Score -3129523 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3129645.250000 Penalty: 3226.912354
	Iteration 25Q: 3 clusters Score -3129645 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -3129778.000000 Penalty: 3226.912354
	Iteration 26Q: 3 clusters Score -3129778 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3129925.250000 Penalty: 3226.912354
	Iteration 27Q: 3 clusters Score -3129925 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -3130088.750000 Penalty: 3226.912354
	Iteration 28Q: 3 clusters Score -3130089 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -3130256.500000 Penalty: 3226.912354
	Iteration 29Q: 3 clusters Score -3130256 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -3130440.250000 Penalty: 3226.912354
	Iteration 30Q: 3 clusters Score -3130440 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -3130650.000000 Penalty: 3226.912354
	Iteration 31Q: 3 clusters Score -3130650 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3130811.250000 Penalty: 3226.912354
	Iteration 32Q: 3 clusters Score -3130811 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3130940.500000 Penalty: 3226.912354
	Iteration 33Q: 3 clusters Score -3130940 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -3131050.500000 Penalty: 3226.912354
	Iteration 34Q: 3 clusters Score -3131050 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -3131105.500000 Penalty: 3226.912354
	Iteration 35Q: 3 clusters Score -3131106 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -3131179.250000 Penalty: 3226.912354
	Iteration 36Q: 3 clusters Score -3131179 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -3131215.000000 Penalty: 3226.912354
	Iteration 37Q: 3 clusters Score -3131215 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -3131262.000000 Penalty: 3226.912354
	Iteration 38Q: 3 clusters Score -3131262 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -3131303.000000 Penalty: 3226.912354
	Iteration 39Q: 3 clusters Score -3131303 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -3131346.250000 Penalty: 3226.912354
	Iteration 40F: 3 clusters Score -3131346 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -3131386.250000 Penalty: 3226.912354
	Iteration 41Q: 3 clusters Score -3131386 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3131410.250000 Penalty: 3226.912354
	Iteration 42Q: 3 clusters Score -3131410 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3131442.750000 Penalty: 3226.912354
	Iteration 43Q: 3 clusters Score -3131443 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -3131461.750000 Penalty: 3226.912354
	Iteration 44Q: 3 clusters Score -3131462 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -3131473.500000 Penalty: 3226.912354
	Iteration 45Q: 3 clusters Score -3131474 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -3131492.250000 Penalty: 3226.912354
	Iteration 46Q: 3 clusters Score -3131492 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -3131502.000000 Penalty: 3226.912354
	Iteration 47Q: 3 clusters Score -3131502 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -3131524.250000 Penalty: 3226.912354
	Iteration 48Q: 3 clusters Score -3131524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -3131526.000000 Penalty: 3226.912354
	Iteration 49Q: 3 clusters Score -3131526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3131532.750000 Penalty: 3226.912354
	Iteration 50Q: 3 clusters Score -3131533 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -3131531.500000 Penalty: 3226.912354
	Iteration 51Q: 3 clusters Score -3131532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3131534.750000 Penalty: 3226.912354
	Iteration 52Q: 3 clusters Score -3131535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3131537.250000 Penalty: 3226.912354
	Iteration 53Q: 3 clusters Score -3131537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -3131546.000000 Penalty: 3226.912354
	Iteration 54Q: 3 clusters Score -3131546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -3131546.750000 Penalty: 3226.912354
	Iteration 55Q: 3 clusters Score -3131547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -3131547.500000 Penalty: 3226.912354
	Iteration 56Q: 3 clusters Score -3131548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -3131549.750000 Penalty: 3226.912354
	Iteration 57Q: 3 clusters Score -3131550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -3131546.750000 Penalty: 3226.912354
	Iteration 58Q: 3 clusters Score -3131547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3131548.500000 Penalty: 3226.912354
	Iteration 59Q: 3 clusters Score -3131548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3131548.500000 Penalty: 3226.912354
	Iteration 60F: 3 clusters Score -3131548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (9404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Entering Unmasked Estep 
Score: -1420891.125000 Penalty: 1486.694702
	Iteration 0F: 2 clusters Score -1420891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1414176.875000 Penalty: 2973.389404
	Iteration 0F: 3 clusters Score -1414177 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1416370.375000 Penalty: 2973.389404
	Iteration 1F: 3 clusters Score -1416370 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1416695.250000 Penalty: 2973.389404
	Iteration 2F: 3 clusters Score -1416695 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1416980.750000 Penalty: 2973.389404
	Iteration 3F: 3 clusters Score -1416981 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1417215.125000 Penalty: 2973.389404
	Iteration 4F: 3 clusters Score -1417215 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1417433.625000 Penalty: 2973.389404
	Iteration 5Q: 3 clusters Score -1417434 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1417610.125000 Penalty: 2973.389404
	Iteration 6Q: 3 clusters Score -1417610 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1417799.000000 Penalty: 2973.389404
	Iteration 7Q: 3 clusters Score -1417799 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1417959.750000 Penalty: 2973.389404
	Iteration 8Q: 3 clusters Score -1417960 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1418091.875000 Penalty: 2973.389404
	Iteration 9Q: 3 clusters Score -1418092 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1418205.125000 Penalty: 2973.389404
	Iteration 10Q: 3 clusters Score -1418205 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1418337.750000 Penalty: 2973.389404
	Iteration 11Q: 3 clusters Score -1418338 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1418469.875000 Penalty: 2973.389404
	Iteration 12Q: 3 clusters Score -1418470 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1418599.750000 Penalty: 2973.389404
	Iteration 13Q: 3 clusters Score -1418600 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1418752.250000 Penalty: 2973.389404
	Iteration 14Q: 3 clusters Score -1418752 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1418895.875000 Penalty: 2973.389404
	Iteration 15Q: 3 clusters Score -1418896 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1419055.500000 Penalty: 2973.389404
	Iteration 16Q: 3 clusters Score -1419056 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1419233.250000 Penalty: 2973.389404
	Iteration 17Q: 3 clusters Score -1419233 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1419366.625000 Penalty: 2973.389404
	Iteration 18Q: 3 clusters Score -1419367 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1419440.875000 Penalty: 2973.389404
	Iteration 19Q: 3 clusters Score -1419441 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1419501.250000 Penalty: 2973.389404
	Iteration 20F: 3 clusters Score -1419501 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1419535.250000 Penalty: 2973.389404
	Iteration 21Q: 3 clusters Score -1419535 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1419558.375000 Penalty: 2973.389404
	Iteration 22Q: 3 clusters Score -1419558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1419573.000000 Penalty: 2973.389404
	Iteration 23Q: 3 clusters Score -1419573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1419588.750000 Penalty: 2973.389404
	Iteration 24Q: 3 clusters Score -1419589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1419597.000000 Penalty: 2973.389404
	Iteration 25Q: 3 clusters Score -1419597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1419600.500000 Penalty: 2973.389404
	Iteration 26Q: 3 clusters Score -1419600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1419605.000000 Penalty: 2973.389404
	Iteration 27Q: 3 clusters Score -1419605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1419607.500000 Penalty: 2973.389404
	Iteration 28Q: 3 clusters Score -1419608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1419605.500000 Penalty: 2973.389404
	Iteration 29Q: 3 clusters Score -1419606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1419609.000000 Penalty: 2973.389404
	Iteration 30Q: 3 clusters Score -1419609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1419609.750000 Penalty: 2973.389404
	Iteration 31Q: 3 clusters Score -1419610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1419613.500000 Penalty: 2973.389404
	Iteration 32Q: 3 clusters Score -1419614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1419613.500000 Penalty: 2973.389404
	Iteration 33Q: 3 clusters Score -1419614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1419613.500000 Penalty: 2973.389404
	Iteration 34F: 3 clusters Score -1419614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (19098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Entering Unmasked Estep 
Score: -2918775.000000 Penalty: 1601.817627
	Iteration 0F: 2 clusters Score -2918775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2906922.250000 Penalty: 3203.635254
	Iteration 0F: 3 clusters Score -2906922 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2911520.250000 Penalty: 3203.635254
	Iteration 1F: 3 clusters Score -2911520 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2911967.250000 Penalty: 3203.635254
	Iteration 2F: 3 clusters Score -2911967 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2912451.250000 Penalty: 3203.635254
	Iteration 3F: 3 clusters Score -2912451 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2912926.500000 Penalty: 3203.635254
	Iteration 4F: 3 clusters Score -2912926 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2913418.500000 Penalty: 3203.635254
	Iteration 5F: 3 clusters Score -2913418 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2913837.500000 Penalty: 3203.635254
	Iteration 6F: 3 clusters Score -2913838 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2914153.750000 Penalty: 3203.635254
	Iteration 7Q: 3 clusters Score -2914154 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2914472.000000 Penalty: 3203.635254
	Iteration 8Q: 3 clusters Score -2914472 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2914766.500000 Penalty: 3203.635254
	Iteration 9Q: 3 clusters Score -2914766 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2915084.000000 Penalty: 3203.635254
	Iteration 10Q: 3 clusters Score -2915084 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2915380.500000 Penalty: 3203.635254
	Iteration 11Q: 3 clusters Score -2915380 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2915665.500000 Penalty: 3203.635254
	Iteration 12Q: 3 clusters Score -2915666 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2915898.500000 Penalty: 3203.635254
	Iteration 13Q: 3 clusters Score -2915898 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2916077.250000 Penalty: 3203.635254
	Iteration 14Q: 3 clusters Score -2916077 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2916209.250000 Penalty: 3203.635254
	Iteration 15Q: 3 clusters Score -2916209 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2916301.750000 Penalty: 3203.635254
	Iteration 16Q: 3 clusters Score -2916302 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2916367.250000 Penalty: 3203.635254
	Iteration 17Q: 3 clusters Score -2916367 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2916422.750000 Penalty: 3203.635254
	Iteration 18Q: 3 clusters Score -2916423 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2916491.250000 Penalty: 3203.635254
	Iteration 19Q: 3 clusters Score -2916491 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2916553.750000 Penalty: 3203.635254
	Iteration 20F: 3 clusters Score -2916554 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2916569.250000 Penalty: 3203.635254
	Iteration 21Q: 3 clusters Score -2916569 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2916607.000000 Penalty: 3203.635254
	Iteration 22Q: 3 clusters Score -2916607 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2916631.750000 Penalty: 3203.635254
	Iteration 23Q: 3 clusters Score -2916632 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2916662.250000 Penalty: 3203.635254
	Iteration 24Q: 3 clusters Score -2916662 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2916702.750000 Penalty: 3203.635254
	Iteration 25Q: 3 clusters Score -2916703 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2916726.000000 Penalty: 3203.635254
	Iteration 26Q: 3 clusters Score -2916726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2916743.000000 Penalty: 3203.635254
	Iteration 27Q: 3 clusters Score -2916743 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2916765.750000 Penalty: 3203.635254
	Iteration 28Q: 3 clusters Score -2916766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2916779.250000 Penalty: 3203.635254
	Iteration 29Q: 3 clusters Score -2916779 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2916797.250000 Penalty: 3203.635254
	Iteration 30Q: 3 clusters Score -2916797 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2916807.250000 Penalty: 3203.635254
	Iteration 31Q: 3 clusters Score -2916807 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2916842.250000 Penalty: 3203.635254
	Iteration 32Q: 3 clusters Score -2916842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2916865.750000 Penalty: 3203.635254
	Iteration 33Q: 3 clusters Score -2916866 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2916904.250000 Penalty: 3203.635254
	Iteration 34Q: 3 clusters Score -2916904 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2916929.250000 Penalty: 3203.635254
	Iteration 35Q: 3 clusters Score -2916929 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2916952.000000 Penalty: 3203.635254
	Iteration 36Q: 3 clusters Score -2916952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2916957.750000 Penalty: 3203.635254
	Iteration 37Q: 3 clusters Score -2916958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2916975.750000 Penalty: 3203.635254
	Iteration 38Q: 3 clusters Score -2916976 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2916996.500000 Penalty: 3203.635254
	Iteration 39Q: 3 clusters Score -2916996 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2917015.000000 Penalty: 3203.635254
	Iteration 40F: 3 clusters Score -2917015 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2917014.750000 Penalty: 3203.635254
	Iteration 41Q: 3 clusters Score -2917015 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2917045.250000 Penalty: 3203.635254
	Iteration 42Q: 3 clusters Score -2917045 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2917062.750000 Penalty: 3203.635254
	Iteration 43Q: 3 clusters Score -2917063 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2917082.000000 Penalty: 3203.635254
	Iteration 44Q: 3 clusters Score -2917082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2917094.000000 Penalty: 3203.635254
	Iteration 45Q: 3 clusters Score -2917094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2917118.500000 Penalty: 3203.635254
	Iteration 46Q: 3 clusters Score -2917118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2917144.500000 Penalty: 3203.635254
	Iteration 47Q: 3 clusters Score -2917144 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2917158.250000 Penalty: 3203.635254
	Iteration 48Q: 3 clusters Score -2917158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2917180.000000 Penalty: 3203.635254
	Iteration 49Q: 3 clusters Score -2917180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2917202.250000 Penalty: 3203.635254
	Iteration 50Q: 3 clusters Score -2917202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2917213.250000 Penalty: 3203.635254
	Iteration 51Q: 3 clusters Score -2917213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2917230.500000 Penalty: 3203.635254
	Iteration 52Q: 3 clusters Score -2917230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2917232.500000 Penalty: 3203.635254
	Iteration 53Q: 3 clusters Score -2917232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2917239.750000 Penalty: 3203.635254
	Iteration 54Q: 3 clusters Score -2917240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2917252.000000 Penalty: 3203.635254
	Iteration 55Q: 3 clusters Score -2917252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2917262.250000 Penalty: 3203.635254
	Iteration 56Q: 3 clusters Score -2917262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2917276.500000 Penalty: 3203.635254
	Iteration 57Q: 3 clusters Score -2917276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2917284.250000 Penalty: 3203.635254
	Iteration 58Q: 3 clusters Score -2917284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2917280.500000 Penalty: 3203.635254
	Iteration 59Q: 3 clusters Score -2917280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -2917283.000000 Penalty: 3203.635254
	Iteration 60F: 3 clusters Score -2917283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2917287.750000 Penalty: 3203.635254
	Iteration 61Q: 3 clusters Score -2917288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2917292.500000 Penalty: 3203.635254
	Iteration 62Q: 3 clusters Score -2917292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2917303.500000 Penalty: 3203.635254
	Iteration 63Q: 3 clusters Score -2917304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2917310.500000 Penalty: 3203.635254
	Iteration 64Q: 3 clusters Score -2917310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2917307.750000 Penalty: 3203.635254
	Iteration 65Q: 3 clusters Score -2917308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2917317.250000 Penalty: 3203.635254
	Iteration 66Q: 3 clusters Score -2917317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2917323.000000 Penalty: 3203.635254
	Iteration 67Q: 3 clusters Score -2917323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2917326.250000 Penalty: 3203.635254
	Iteration 68Q: 3 clusters Score -2917326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2917326.750000 Penalty: 3203.635254
	Iteration 69Q: 3 clusters Score -2917327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2917326.250000 Penalty: 3203.635254
	Iteration 70Q: 3 clusters Score -2917326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2917326.000000 Penalty: 3203.635254
	Iteration 71Q: 3 clusters Score -2917326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2917328.750000 Penalty: 3203.635254
	Iteration 72Q: 3 clusters Score -2917329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2917328.750000 Penalty: 3203.635254
	Iteration 73F: 3 clusters Score -2917329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Entering Unmasked Estep 
Score: -163818.968750 Penalty: 1171.397583
	Iteration 0F: 2 clusters Score -163819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -162138.171875 Penalty: 2342.795166
	Iteration 0F: 3 clusters Score -162138.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -162416.015625 Penalty: 2342.795166
	Iteration 1F: 3 clusters Score -162416 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -162514.265625 Penalty: 2342.795166
	Iteration 2F: 3 clusters Score -162514.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -162590.421875 Penalty: 2342.795166
	Iteration 3F: 3 clusters Score -162590.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -162676.093750 Penalty: 2342.795166
	Iteration 4Q: 3 clusters Score -162676.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -162745.921875 Penalty: 2342.795166
	Iteration 5Q: 3 clusters Score -162745.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -162818.781250 Penalty: 2342.795166
	Iteration 6Q: 3 clusters Score -162818.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -162879.781250 Penalty: 2342.795166
	Iteration 7Q: 3 clusters Score -162879.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -162909.328125 Penalty: 2342.795166
	Iteration 8Q: 3 clusters Score -162909.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -162929.687500 Penalty: 2342.795166
	Iteration 9Q: 3 clusters Score -162929.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -162958.921875 Penalty: 2342.795166
	Iteration 10Q: 3 clusters Score -162958.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -162988.109375 Penalty: 2342.795166
	Iteration 11Q: 3 clusters Score -162988.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -163007.343750 Penalty: 2342.795166
	Iteration 12Q: 3 clusters Score -163007.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -163020.296875 Penalty: 2342.795166
	Iteration 13Q: 3 clusters Score -163020.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -163033.125000 Penalty: 2342.795166
	Iteration 14Q: 3 clusters Score -163033.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -163047.593750 Penalty: 2342.795166
	Iteration 15Q: 3 clusters Score -163047.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -163059.921875 Penalty: 2342.795166
	Iteration 16Q: 3 clusters Score -163059.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -163067.156250 Penalty: 2342.795166
	Iteration 17Q: 3 clusters Score -163067.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -163072.640625 Penalty: 2342.795166
	Iteration 18Q: 3 clusters Score -163072.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -163074.343750 Penalty: 2342.795166
	Iteration 19Q: 3 clusters Score -163074.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -163077.296875 Penalty: 2342.795166
	Iteration 20F: 3 clusters Score -163077.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -163078.671875 Penalty: 2342.795166
	Iteration 21Q: 3 clusters Score -163078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -163079.468750 Penalty: 2342.795166
	Iteration 22Q: 3 clusters Score -163079.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -163079.703125 Penalty: 2342.795166
	Iteration 23Q: 3 clusters Score -163079.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -163079.703125 Penalty: 2342.795166
	Iteration 24F: 3 clusters Score -163079.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (2195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Entering Unmasked Estep 
Score: -308275.312500 Penalty: 1250.264771
	Iteration 0F: 2 clusters Score -308275.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -306072.562500 Penalty: 2500.529541
	Iteration 0F: 3 clusters Score -306072.6 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -306555.468750 Penalty: 2500.529541
	Iteration 1F: 3 clusters Score -306555.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -306687.218750 Penalty: 2500.529541
	Iteration 2F: 3 clusters Score -306687.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -306779.000000 Penalty: 2500.529541
	Iteration 3F: 3 clusters Score -306779 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -306838.875000 Penalty: 2500.529541
	Iteration 4Q: 3 clusters Score -306838.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -306884.875000 Penalty: 2500.529541
	Iteration 5Q: 3 clusters Score -306884.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -306916.906250 Penalty: 2500.529541
	Iteration 6Q: 3 clusters Score -306916.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -306937.156250 Penalty: 2500.529541
	Iteration 7Q: 3 clusters Score -306937.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -306961.562500 Penalty: 2500.529541
	Iteration 8Q: 3 clusters Score -306961.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -306988.468750 Penalty: 2500.529541
	Iteration 9Q: 3 clusters Score -306988.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -307020.875000 Penalty: 2500.529541
	Iteration 10Q: 3 clusters Score -307020.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -307044.750000 Penalty: 2500.529541
	Iteration 11Q: 3 clusters Score -307044.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -307055.781250 Penalty: 2500.529541
	Iteration 12Q: 3 clusters Score -307055.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -307069.531250 Penalty: 2500.529541
	Iteration 13Q: 3 clusters Score -307069.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -307079.343750 Penalty: 2500.529541
	Iteration 14Q: 3 clusters Score -307079.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -307086.437500 Penalty: 2500.529541
	Iteration 15Q: 3 clusters Score -307086.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -307090.687500 Penalty: 2500.529541
	Iteration 16Q: 3 clusters Score -307090.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -307096.156250 Penalty: 2500.529541
	Iteration 17Q: 3 clusters Score -307096.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -307105.781250 Penalty: 2500.529541
	Iteration 18Q: 3 clusters Score -307105.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -307112.750000 Penalty: 2500.529541
	Iteration 19Q: 3 clusters Score -307112.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -307121.312500 Penalty: 2500.529541
	Iteration 20F: 3 clusters Score -307121.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -307132.687500 Penalty: 2500.529541
	Iteration 21Q: 3 clusters Score -307132.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -307149.500000 Penalty: 2500.529541
	Iteration 22Q: 3 clusters Score -307149.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -307162.125000 Penalty: 2500.529541
	Iteration 23Q: 3 clusters Score -307162.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -307169.062500 Penalty: 2500.529541
	Iteration 24Q: 3 clusters Score -307169.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -307173.781250 Penalty: 2500.529541
	Iteration 25Q: 3 clusters Score -307173.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -307178.406250 Penalty: 2500.529541
	Iteration 26Q: 3 clusters Score -307178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -307178.437500 Penalty: 2500.529541
	Iteration 27Q: 3 clusters Score -307178.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -307178.437500 Penalty: 2500.529541
	Iteration 28F: 3 clusters Score -307178.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -141776.171875 Penalty: 1142.082764
	Iteration 0F: 2 clusters Score -141776.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -140235.671875 Penalty: 2284.165527
	Iteration 0F: 3 clusters Score -140235.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -140546.437500 Penalty: 2284.165527
	Iteration 1F: 3 clusters Score -140546.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -140638.453125 Penalty: 2284.165527
	Iteration 2F: 3 clusters Score -140638.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -140681.968750 Penalty: 2284.165527
	Iteration 3Q: 3 clusters Score -140682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -140712.953125 Penalty: 2284.165527
	Iteration 4Q: 3 clusters Score -140713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -140742.687500 Penalty: 2284.165527
	Iteration 5Q: 3 clusters Score -140742.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -140772.875000 Penalty: 2284.165527
	Iteration 6Q: 3 clusters Score -140772.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -140797.718750 Penalty: 2284.165527
	Iteration 7Q: 3 clusters Score -140797.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -140839.406250 Penalty: 2284.165527
	Iteration 8Q: 3 clusters Score -140839.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -140905.281250 Penalty: 2284.165527
	Iteration 9Q: 3 clusters Score -140905.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -140999.109375 Penalty: 2284.165527
	Iteration 10Q: 3 clusters Score -140999.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -141095.781250 Penalty: 2284.165527
	Iteration 11F: 3 clusters Score -141095.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -141190.625000 Penalty: 2284.165527
	Iteration 12Q: 3 clusters Score -141190.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -141262.468750 Penalty: 2284.165527
	Iteration 13Q: 3 clusters Score -141262.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -141311.281250 Penalty: 2284.165527
	Iteration 14Q: 3 clusters Score -141311.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -141346.203125 Penalty: 2284.165527
	Iteration 15Q: 3 clusters Score -141346.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -141368.828125 Penalty: 2284.165527
	Iteration 16Q: 3 clusters Score -141368.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -141382.515625 Penalty: 2284.165527
	Iteration 17Q: 3 clusters Score -141382.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -141387.328125 Penalty: 2284.165527
	Iteration 18Q: 3 clusters Score -141387.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -141391.234375 Penalty: 2284.165527
	Iteration 19Q: 3 clusters Score -141391.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -141395.046875 Penalty: 2284.165527
	Iteration 20F: 3 clusters Score -141395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -141400.437500 Penalty: 2284.165527
	Iteration 21Q: 3 clusters Score -141400.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -141401.812500 Penalty: 2284.165527
	Iteration 22Q: 3 clusters Score -141401.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -141402.000000 Penalty: 2284.165527
	Iteration 23Q: 3 clusters Score -141402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -141402.000000 Penalty: 2284.165527
	Iteration 24F: 3 clusters Score -141402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (22621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Entering Unmasked Estep 
Score: -3459040.500000 Penalty: 1629.328003
	Iteration 0F: 2 clusters Score -3459040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -3444982.000000 Penalty: 3258.656006
	Iteration 0F: 3 clusters Score -3444982 nChanged 10332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -3450607.250000 Penalty: 3258.656006
	Iteration 1F: 3 clusters Score -3450607 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -3451070.000000 Penalty: 3258.656006
	Iteration 2F: 3 clusters Score -3451070 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3451496.750000 Penalty: 3258.656006
	Iteration 3Q: 3 clusters Score -3451497 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -3451932.500000 Penalty: 3258.656006
	Iteration 4Q: 3 clusters Score -3451932 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -3452384.250000 Penalty: 3258.656006
	Iteration 5Q: 3 clusters Score -3452384 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -3452888.750000 Penalty: 3258.656006
	Iteration 6Q: 3 clusters Score -3452889 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3453455.250000 Penalty: 3258.656006
	Iteration 7Q: 3 clusters Score -3453455 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -3454047.500000 Penalty: 3258.656006
	Iteration 8Q: 3 clusters Score -3454048 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -3454766.250000 Penalty: 3258.656006
	Iteration 9F: 3 clusters Score -3454766 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3455458.000000 Penalty: 3258.656006
	Iteration 10Q: 3 clusters Score -3455458 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -3456032.500000 Penalty: 3258.656006
	Iteration 11Q: 3 clusters Score -3456032 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -3456431.250000 Penalty: 3258.656006
	Iteration 12Q: 3 clusters Score -3456431 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -3456777.500000 Penalty: 3258.656006
	Iteration 13Q: 3 clusters Score -3456778 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3456992.250000 Penalty: 3258.656006
	Iteration 14Q: 3 clusters Score -3456992 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -3457172.500000 Penalty: 3258.656006
	Iteration 15Q: 3 clusters Score -3457172 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -3457300.000000 Penalty: 3258.656006
	Iteration 16Q: 3 clusters Score -3457300 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -3457386.500000 Penalty: 3258.656006
	Iteration 17Q: 3 clusters Score -3457386 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -3457430.500000 Penalty: 3258.656006
	Iteration 18Q: 3 clusters Score -3457430 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -3457481.500000 Penalty: 3258.656006
	Iteration 19Q: 3 clusters Score -3457482 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -3457514.500000 Penalty: 3258.656006
	Iteration 20F: 3 clusters Score -3457514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -3457546.750000 Penalty: 3258.656006
	Iteration 21Q: 3 clusters Score -3457547 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3457564.250000 Penalty: 3258.656006
	Iteration 22Q: 3 clusters Score -3457564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -3457585.750000 Penalty: 3258.656006
	Iteration 23Q: 3 clusters Score -3457586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -3457596.500000 Penalty: 3258.656006
	Iteration 24Q: 3 clusters Score -3457596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -3457615.500000 Penalty: 3258.656006
	Iteration 25Q: 3 clusters Score -3457616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -3457628.750000 Penalty: 3258.656006
	Iteration 26Q: 3 clusters Score -3457629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -3457639.250000 Penalty: 3258.656006
	Iteration 27Q: 3 clusters Score -3457639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -3457642.750000 Penalty: 3258.656006
	Iteration 28Q: 3 clusters Score -3457643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -3457652.500000 Penalty: 3258.656006
	Iteration 29Q: 3 clusters Score -3457652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -3457653.500000 Penalty: 3258.656006
	Iteration 30Q: 3 clusters Score -3457654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3457663.000000 Penalty: 3258.656006
	Iteration 31Q: 3 clusters Score -3457663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -3457663.500000 Penalty: 3258.656006
	Iteration 32Q: 3 clusters Score -3457664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -3457666.250000 Penalty: 3258.656006
	Iteration 33Q: 3 clusters Score -3457666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -3457673.000000 Penalty: 3258.656006
	Iteration 34Q: 3 clusters Score -3457673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -3457671.250000 Penalty: 3258.656006
	Iteration 35Q: 3 clusters Score -3457671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -3457676.250000 Penalty: 3258.656006
	Iteration 36Q: 3 clusters Score -3457676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -3457673.500000 Penalty: 3258.656006
	Iteration 37Q: 3 clusters Score -3457674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -3457673.500000 Penalty: 3258.656006
	Iteration 38F: 3 clusters Score -3457674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (7864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Entering Unmasked Estep 
Score: -1191324.875000 Penalty: 1457.633301
	Iteration 0F: 2 clusters Score -1191325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1185547.500000 Penalty: 2915.266602
	Iteration 0F: 3 clusters Score -1185548 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1187340.250000 Penalty: 2915.266602
	Iteration 1F: 3 clusters Score -1187340 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1187550.250000 Penalty: 2915.266602
	Iteration 2F: 3 clusters Score -1187550 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1187734.500000 Penalty: 2915.266602
	Iteration 3F: 3 clusters Score -1187734 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1187924.000000 Penalty: 2915.266602
	Iteration 4Q: 3 clusters Score -1187924 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1188137.125000 Penalty: 2915.266602
	Iteration 5Q: 3 clusters Score -1188137 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1188401.500000 Penalty: 2915.266602
	Iteration 6F: 3 clusters Score -1188402 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1188667.625000 Penalty: 2915.266602
	Iteration 7Q: 3 clusters Score -1188668 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1188962.875000 Penalty: 2915.266602
	Iteration 8F: 3 clusters Score -1188963 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1189233.250000 Penalty: 2915.266602
	Iteration 9Q: 3 clusters Score -1189233 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1189480.500000 Penalty: 2915.266602
	Iteration 10Q: 3 clusters Score -1189480 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1189669.000000 Penalty: 2915.266602
	Iteration 11Q: 3 clusters Score -1189669 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1189790.625000 Penalty: 2915.266602
	Iteration 12Q: 3 clusters Score -1189791 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1189859.625000 Penalty: 2915.266602
	Iteration 13Q: 3 clusters Score -1189860 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1189922.125000 Penalty: 2915.266602
	Iteration 14Q: 3 clusters Score -1189922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1189961.750000 Penalty: 2915.266602
	Iteration 15Q: 3 clusters Score -1189962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1189982.625000 Penalty: 2915.266602
	Iteration 16Q: 3 clusters Score -1189983 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1190010.875000 Penalty: 2915.266602
	Iteration 17Q: 3 clusters Score -1190011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1190023.875000 Penalty: 2915.266602
	Iteration 18Q: 3 clusters Score -1190024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1190034.000000 Penalty: 2915.266602
	Iteration 19Q: 3 clusters Score -1190034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1190035.875000 Penalty: 2915.266602
	Iteration 20F: 3 clusters Score -1190036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1190037.750000 Penalty: 2915.266602
	Iteration 21Q: 3 clusters Score -1190038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1190038.625000 Penalty: 2915.266602
	Iteration 22Q: 3 clusters Score -1190039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1190041.250000 Penalty: 2915.266602
	Iteration 23Q: 3 clusters Score -1190041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1190041.125000 Penalty: 2915.266602
	Iteration 24Q: 3 clusters Score -1190041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1190041.500000 Penalty: 2915.266602
	Iteration 25Q: 3 clusters Score -1190042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1190041.500000 Penalty: 2915.266602
	Iteration 26F: 3 clusters Score -1190042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14168 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19578 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19666 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19798 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15247 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6764 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5385 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18965 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15153 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16646 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15769 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23159 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6926 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6653 members 
Mstep: Class 79 contains 20516 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19098 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943392.000000 Penalty: 183801.937500
Iteration 279Q: 86 clusters Score -8.594339e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14168 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19585 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19664 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19801 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15244 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6764 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5391 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18964 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15154 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16646 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15776 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23156 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6926 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6653 members 
Mstep: Class 79 contains 20506 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19094 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943368.000000 Penalty: 183801.937500
Iteration 280F: 86 clusters Score -8.594337e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14172 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19589 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19664 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19803 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15237 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6764 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5397 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18961 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3394 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15152 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16648 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15782 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23151 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6925 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6653 members 
Mstep: Class 79 contains 20501 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19094 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943376.000000 Penalty: 183801.937500
Iteration 281Q: 86 clusters Score -8.594338e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14175 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12591 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19593 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19664 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19803 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15230 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6763 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5404 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18958 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15152 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16649 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15786 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23150 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6925 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6652 members 
Mstep: Class 79 contains 20496 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19093 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943312.000000 Penalty: 183801.937500
Iteration 282Q: 86 clusters Score -8.594331e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14174 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12591 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19592 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19667 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19809 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15226 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6762 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5410 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18955 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15154 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16651 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15786 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23142 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6926 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6652 members 
Mstep: Class 79 contains 20495 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19094 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943400.000000 Penalty: 183801.937500
Iteration 283Q: 86 clusters Score -8.59434e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14172 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19584 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19669 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19815 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15226 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6760 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5407 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18952 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15158 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16652 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15786 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23135 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6928 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6652 members 
Mstep: Class 79 contains 20509 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19093 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943384.000000 Penalty: 183801.937500
Iteration 284Q: 86 clusters Score -8.594338e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14171 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19570 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19670 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15224 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6761 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5404 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18951 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15160 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16653 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15784 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23131 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6928 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6651 members 
Mstep: Class 79 contains 20530 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19093 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2195 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943416.000000 Penalty: 183801.937500
Iteration 285Q: 86 clusters Score -8.594342e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14172 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19561 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19670 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19823 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15222 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6761 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5409 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18949 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15162 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16653 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15786 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23126 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6930 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6651 members 
Mstep: Class 79 contains 20533 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19093 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943368.000000 Penalty: 183801.937500
Iteration 286Q: 86 clusters Score -8.594337e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14175 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19551 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19669 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8304 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19831 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15218 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6761 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5411 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18951 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15162 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16653 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15788 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23118 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6933 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6651 members 
Mstep: Class 79 contains 20538 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19090 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943416.000000 Penalty: 183801.937500
Iteration 287Q: 86 clusters Score -8.594342e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14177 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19549 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19668 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8304 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19837 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15215 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6759 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5412 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18951 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15166 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16653 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15790 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23112 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6936 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6651 members 
Mstep: Class 79 contains 20539 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19085 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943368.000000 Penalty: 183801.937500
Iteration 288Q: 86 clusters Score -8.594337e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14181 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19534 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19665 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8304 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19838 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15210 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6758 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5412 members 
Mstep: Class 49 contains 14572 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18952 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15167 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16654 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15795 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23109 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6939 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6651 members 
Mstep: Class 79 contains 20553 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19081 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943376.000000 Penalty: 183801.937500
Iteration 289Q: 86 clusters Score -8.594338e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14189 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19514 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19664 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19839 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15204 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6758 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5414 members 
Mstep: Class 49 contains 14572 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18953 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15168 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16654 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15794 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23108 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6941 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6651 members 
Mstep: Class 79 contains 20565 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19080 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943320.000000 Penalty: 183801.937500
Iteration 290Q: 86 clusters Score -8.594332e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14195 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19505 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19661 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19840 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15198 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6757 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5413 members 
Mstep: Class 49 contains 14572 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18954 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15169 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16655 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15794 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23106 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6942 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6651 members 
Mstep: Class 79 contains 20575 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19079 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943328.000000 Penalty: 183801.937500
Iteration 291Q: 86 clusters Score -8.594333e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14203 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19492 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19657 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19842 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15197 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6755 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5410 members 
Mstep: Class 49 contains 14572 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18954 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15169 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16655 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15795 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23104 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6942 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6651 members 
Mstep: Class 79 contains 20586 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19078 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943312.000000 Penalty: 183801.937500
Iteration 292Q: 86 clusters Score -8.594331e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14210 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19478 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19658 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19844 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15195 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6754 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5411 members 
Mstep: Class 49 contains 14572 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18952 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15169 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16655 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15795 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23102 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6945 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6651 members 
Mstep: Class 79 contains 20593 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19078 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943352.000000 Penalty: 183801.937500
Iteration 293Q: 86 clusters Score -8.594335e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14214 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19461 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19659 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19845 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15192 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6755 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5413 members 
Mstep: Class 49 contains 14572 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18950 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15170 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16655 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15794 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23101 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6948 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6651 members 
Mstep: Class 79 contains 20603 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19078 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943376.000000 Penalty: 183801.937500
Iteration 294Q: 86 clusters Score -8.594338e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14222 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19442 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19661 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19846 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15187 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6752 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5417 members 
Mstep: Class 49 contains 14572 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18947 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15172 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16655 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15794 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23100 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6949 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6651 members 
Mstep: Class 79 contains 20616 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19077 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943376.000000 Penalty: 183801.937500
Iteration 295Q: 86 clusters Score -8.594338e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14232 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19415 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19662 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19847 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15177 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6751 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5418 members 
Mstep: Class 49 contains 14572 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18944 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7725 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15174 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16656 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15794 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23100 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6953 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6651 members 
Mstep: Class 79 contains 20638 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 19076 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943312.000000 Penalty: 183801.937500
Iteration 296Q: 86 clusters Score -8.594331e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14242 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19403 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19661 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19847 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15170 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6750 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5418 members 
Mstep: Class 49 contains 14572 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18943 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7725 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15175 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16656 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15795 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23100 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6956 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6650 members 
Mstep: Class 79 contains 20646 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19074 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943304.000000 Penalty: 183801.937500
Iteration 297Q: 86 clusters Score -8.59433e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14244 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19396 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19657 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19848 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15164 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6750 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5419 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18942 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7725 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15175 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16656 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15795 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23101 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6960 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6649 members 
Mstep: Class 79 contains 20651 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19075 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943336.000000 Penalty: 183801.937500
Iteration 298Q: 86 clusters Score -8.594334e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14247 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19387 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19650 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19848 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1944 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15161 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6748 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5420 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18942 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15173 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16656 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15798 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23102 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6962 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6648 members 
Mstep: Class 79 contains 20658 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19076 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943400.000000 Penalty: 183801.937500
Iteration 299Q: 86 clusters Score -8.59434e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14253 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19376 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19648 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8304 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19848 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15151 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6748 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5420 members 
Mstep: Class 49 contains 14572 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18939 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15171 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16656 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15800 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23103 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6964 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6646 members 
Mstep: Class 79 contains 20671 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19079 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943376.000000 Penalty: 183801.937500
Iteration 300F: 86 clusters Score -8.594338e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14253 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19360 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19643 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8304 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19849 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15149 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6747 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5417 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18940 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7728 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15169 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16656 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15804 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23104 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6967 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6645 members 
Mstep: Class 79 contains 20688 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19081 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943360.000000 Penalty: 183801.937500
Iteration 301Q: 86 clusters Score -8.594336e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14258 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19338 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19637 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8304 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19850 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1942 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15145 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6747 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6210 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5416 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18938 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7728 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15168 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16656 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15810 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21890 members 
Mstep: Class 71 contains 23107 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6969 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6643 members 
Mstep: Class 79 contains 20708 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19082 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943416.000000 Penalty: 183801.937500
Iteration 302Q: 86 clusters Score -8.594342e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14263 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19331 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19631 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8304 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18783 members 
Mstep: Class 31 contains 19851 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7349 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15138 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6749 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5420 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18936 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7728 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15168 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16656 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15816 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23110 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6969 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6638 members 
Mstep: Class 79 contains 20711 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19082 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943440.000000 Penalty: 183801.937500
Iteration 303Q: 86 clusters Score -8.594344e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7187 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14272 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1886 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19320 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19629 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18783 members 
Mstep: Class 31 contains 19852 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15133 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6751 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5419 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18936 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15168 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16656 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15818 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23112 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6969 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6635 members 
Mstep: Class 79 contains 20716 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19081 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22622 members 
Mstep: Class 86 contains 7887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943472.000000 Penalty: 183801.937500
Iteration 304Q: 86 clusters Score -8.594347e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19312 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19624 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8307 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18783 members 
Mstep: Class 31 contains 19852 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15130 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6750 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5417 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18938 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15169 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16656 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15821 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23113 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6969 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6634 members 
Mstep: Class 79 contains 20725 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19078 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22622 members 
Mstep: Class 86 contains 7890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943560.000000 Penalty: 183801.937500
Iteration 305Q: 86 clusters Score -8.594356e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14279 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 19315 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19618 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8307 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18782 members 
Mstep: Class 31 contains 19852 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15125 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6752 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5413 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18940 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15170 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16656 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15824 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23115 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6970 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6632 members 
Mstep: Class 79 contains 20722 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19076 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22622 members 
Mstep: Class 86 contains 7894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943480.000000 Penalty: 183801.937500
Iteration 306Q: 86 clusters Score -8.594348e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14277 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19336 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19612 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8307 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18783 members 
Mstep: Class 31 contains 19853 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15117 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6751 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5399 members 
Mstep: Class 49 contains 14573 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18939 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15167 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16656 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15831 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21887 members 
Mstep: Class 71 contains 23116 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6972 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6630 members 
Mstep: Class 79 contains 20724 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19078 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22622 members 
Mstep: Class 86 contains 7895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943496.000000 Penalty: 183801.937500
Iteration 307Q: 86 clusters Score -8.59435e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19336 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19611 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8308 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18783 members 
Mstep: Class 31 contains 19853 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15115 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6751 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5386 members 
Mstep: Class 49 contains 14573 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18942 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15166 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16657 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15834 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23116 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6629 members 
Mstep: Class 79 contains 20739 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19074 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22622 members 
Mstep: Class 86 contains 7895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943432.000000 Penalty: 183801.937500
Iteration 308Q: 86 clusters Score -8.594343e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14278 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19348 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19609 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8309 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18783 members 
Mstep: Class 31 contains 19853 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15111 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6753 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5382 members 
Mstep: Class 49 contains 14572 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18943 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15166 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16657 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15837 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21891 members 
Mstep: Class 71 contains 23120 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6973 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6627 members 
Mstep: Class 79 contains 20726 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19072 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22620 members 
Mstep: Class 86 contains 7895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943496.000000 Penalty: 183801.937500
Iteration 309Q: 86 clusters Score -8.59435e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14277 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19358 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19606 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8309 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18783 members 
Mstep: Class 31 contains 19855 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15107 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6753 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5376 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18940 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7728 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15166 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16658 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15843 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21890 members 
Mstep: Class 71 contains 23120 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6974 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6626 members 
Mstep: Class 79 contains 20724 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19072 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22621 members 
Mstep: Class 86 contains 7895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943480.000000 Penalty: 183801.937500
Iteration 310Q: 86 clusters Score -8.594348e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14280 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19391 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19609 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8308 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18783 members 
Mstep: Class 31 contains 19856 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15095 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6753 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2591 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5375 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18938 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7728 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15166 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16659 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15845 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23119 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6975 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6627 members 
Mstep: Class 79 contains 20701 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19068 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22623 members 
Mstep: Class 86 contains 7895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943456.000000 Penalty: 183801.937500
Iteration 311Q: 86 clusters Score -8.594346e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14280 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19413 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19608 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8308 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18783 members 
Mstep: Class 31 contains 19858 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15095 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6752 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5373 members 
Mstep: Class 49 contains 14572 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18937 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15164 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16659 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15849 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21889 members 
Mstep: Class 71 contains 23118 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6977 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6627 members 
Mstep: Class 79 contains 20679 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19067 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22623 members 
Mstep: Class 86 contains 7896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943416.000000 Penalty: 183801.937500
Iteration 312Q: 86 clusters Score -8.594342e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19429 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19603 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18783 members 
Mstep: Class 31 contains 19862 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15092 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6750 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5367 members 
Mstep: Class 49 contains 14572 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18940 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7728 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15164 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1391 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16657 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15855 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23116 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6979 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6627 members 
Mstep: Class 79 contains 20679 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19062 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22624 members 
Mstep: Class 86 contains 7896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943320.000000 Penalty: 183801.937500
Iteration 313Q: 86 clusters Score -8.594332e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 16201 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19429 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19595 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18783 members 
Mstep: Class 31 contains 19866 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15090 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6749 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5357 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18942 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15165 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16657 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15865 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23111 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6983 members 
Mstep: Class 76 contains 9986 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6628 members 
Mstep: Class 79 contains 20688 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19057 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22625 members 
Mstep: Class 86 contains 7896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943344.000000 Penalty: 183801.937500
Iteration 314Q: 86 clusters Score -8.594334e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14278 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19444 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19582 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18783 members 
Mstep: Class 31 contains 19867 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15087 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6746 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5351 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18952 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15163 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16658 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15876 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23110 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6985 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6628 members 
Mstep: Class 79 contains 20681 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19050 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22625 members 
Mstep: Class 86 contains 7897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943392.000000 Penalty: 183801.937500
Iteration 315Q: 86 clusters Score -8.594339e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14279 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12589 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19460 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19574 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18783 members 
Mstep: Class 31 contains 19870 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15079 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6747 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5349 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18966 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15164 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16659 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15883 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23107 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6986 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6628 members 
Mstep: Class 79 contains 20673 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19035 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22625 members 
Mstep: Class 86 contains 7898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943392.000000 Penalty: 183801.937500
Iteration 316Q: 86 clusters Score -8.594339e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14281 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12588 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19475 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19572 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18783 members 
Mstep: Class 31 contains 19874 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15075 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6748 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5345 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18969 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15163 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16661 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15889 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23102 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6985 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6628 members 
Mstep: Class 79 contains 20664 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19029 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22625 members 
Mstep: Class 86 contains 7898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943400.000000 Penalty: 183801.937500
Iteration 317Q: 86 clusters Score -8.59434e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14283 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12586 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19502 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19571 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18783 members 
Mstep: Class 31 contains 19879 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15067 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6749 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5343 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18964 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15158 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16665 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15898 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23095 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6986 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6628 members 
Mstep: Class 79 contains 20643 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19031 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22625 members 
Mstep: Class 86 contains 7899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943328.000000 Penalty: 183801.937500
Iteration 318Q: 86 clusters Score -8.594333e+07 nChanged 138
Entering ConstructFrom: 
Score: -85943328.000000 Penalty: 183801.937500
Entering ConstructFrom: 
Trying to split cluster 1 (3584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Entering Unmasked Estep 
Score: -487665.093750 Penalty: 1329.938110
	Iteration 0F: 2 clusters Score -487665.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -484553.468750 Penalty: 2659.876221
	Iteration 0F: 3 clusters Score -484553.5 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -485337.156250 Penalty: 2659.876221
	Iteration 1F: 3 clusters Score -485337.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -485520.375000 Penalty: 2659.876221
	Iteration 2F: 3 clusters Score -485520.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -485651.781250 Penalty: 2659.876221
	Iteration 3F: 3 clusters Score -485651.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -485760.031250 Penalty: 2659.876221
	Iteration 4Q: 3 clusters Score -485760 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -485844.437500 Penalty: 2659.876221
	Iteration 5Q: 3 clusters Score -485844.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -485932.375000 Penalty: 2659.876221
	Iteration 6Q: 3 clusters Score -485932.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -486010.937500 Penalty: 2659.876221
	Iteration 7Q: 3 clusters Score -486010.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -486100.218750 Penalty: 2659.876221
	Iteration 8Q: 3 clusters Score -486100.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -486195.812500 Penalty: 2659.876221
	Iteration 9Q: 3 clusters Score -486195.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -486281.375000 Penalty: 2659.876221
	Iteration 10Q: 3 clusters Score -486281.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -486391.500000 Penalty: 2659.876221
	Iteration 11Q: 3 clusters Score -486391.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -486500.093750 Penalty: 2659.876221
	Iteration 12Q: 3 clusters Score -486500.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -486598.843750 Penalty: 2659.876221
	Iteration 13Q: 3 clusters Score -486598.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -486673.906250 Penalty: 2659.876221
	Iteration 14Q: 3 clusters Score -486673.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -486730.687500 Penalty: 2659.876221
	Iteration 15Q: 3 clusters Score -486730.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -486776.375000 Penalty: 2659.876221
	Iteration 16Q: 3 clusters Score -486776.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -486812.343750 Penalty: 2659.876221
	Iteration 17Q: 3 clusters Score -486812.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -486845.531250 Penalty: 2659.876221
	Iteration 18Q: 3 clusters Score -486845.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -486873.031250 Penalty: 2659.876221
	Iteration 19Q: 3 clusters Score -486873 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -486901.312500 Penalty: 2659.876221
	Iteration 20F: 3 clusters Score -486901.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -486937.312500 Penalty: 2659.876221
	Iteration 21Q: 3 clusters Score -486937.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -486965.281250 Penalty: 2659.876221
	Iteration 22Q: 3 clusters Score -486965.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -486988.781250 Penalty: 2659.876221
	Iteration 23Q: 3 clusters Score -486988.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -487009.437500 Penalty: 2659.876221
	Iteration 24Q: 3 clusters Score -487009.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -487024.687500 Penalty: 2659.876221
	Iteration 25Q: 3 clusters Score -487024.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -487037.843750 Penalty: 2659.876221
	Iteration 26Q: 3 clusters Score -487037.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -487048.406250 Penalty: 2659.876221
	Iteration 27Q: 3 clusters Score -487048.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -487056.187500 Penalty: 2659.876221
	Iteration 28Q: 3 clusters Score -487056.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -487059.906250 Penalty: 2659.876221
	Iteration 29Q: 3 clusters Score -487059.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -487063.031250 Penalty: 2659.876221
	Iteration 30Q: 3 clusters Score -487063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -487070.437500 Penalty: 2659.876221
	Iteration 31Q: 3 clusters Score -487070.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -487074.937500 Penalty: 2659.876221
	Iteration 32Q: 3 clusters Score -487074.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -487076.656250 Penalty: 2659.876221
	Iteration 33Q: 3 clusters Score -487076.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -487079.187500 Penalty: 2659.876221
	Iteration 34Q: 3 clusters Score -487079.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -487080.218750 Penalty: 2659.876221
	Iteration 35Q: 3 clusters Score -487080.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -487080.500000 Penalty: 2659.876221
	Iteration 36Q: 3 clusters Score -487080.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -487082.656250 Penalty: 2659.876221
	Iteration 37Q: 3 clusters Score -487082.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -487083.250000 Penalty: 2659.876221
	Iteration 38Q: 3 clusters Score -487083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -487083.468750 Penalty: 2659.876221
	Iteration 39Q: 3 clusters Score -487083.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -487083.812500 Penalty: 2659.876221
	Iteration 40F: 3 clusters Score -487083.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -190619.718750 Penalty: 1163.889526
	Iteration 0F: 2 clusters Score -190619.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -188956.343750 Penalty: 2327.779053
	Iteration 0F: 3 clusters Score -188956.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -189272.703125 Penalty: 2327.779053
	Iteration 1F: 3 clusters Score -189272.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -189377.187500 Penalty: 2327.779053
	Iteration 2F: 3 clusters Score -189377.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -189434.953125 Penalty: 2327.779053
	Iteration 3F: 3 clusters Score -189435 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -189464.250000 Penalty: 2327.779053
	Iteration 4Q: 3 clusters Score -189464.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -189479.703125 Penalty: 2327.779053
	Iteration 5Q: 3 clusters Score -189479.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -189490.390625 Penalty: 2327.779053
	Iteration 6Q: 3 clusters Score -189490.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -189497.296875 Penalty: 2327.779053
	Iteration 7Q: 3 clusters Score -189497.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -189502.406250 Penalty: 2327.779053
	Iteration 8Q: 3 clusters Score -189502.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -189505.125000 Penalty: 2327.779053
	Iteration 9Q: 3 clusters Score -189505.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -189508.093750 Penalty: 2327.779053
	Iteration 10Q: 3 clusters Score -189508.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -189510.531250 Penalty: 2327.779053
	Iteration 11Q: 3 clusters Score -189510.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -189510.531250 Penalty: 2327.779053
	Iteration 12F: 3 clusters Score -189510.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Entering Unmasked Estep 
Score: -1041994.937500 Penalty: 1442.959595
	Iteration 0F: 2 clusters Score -1041995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1036671.062500 Penalty: 2885.919189
	Iteration 0F: 3 clusters Score -1036671 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1038307.500000 Penalty: 2885.919189
	Iteration 1F: 3 clusters Score -1038308 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1038595.562500 Penalty: 2885.919189
	Iteration 2F: 3 clusters Score -1038596 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1038888.312500 Penalty: 2885.919189
	Iteration 3F: 3 clusters Score -1038888 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1039204.375000 Penalty: 2885.919189
	Iteration 4F: 3 clusters Score -1039204 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1039427.187500 Penalty: 2885.919189
	Iteration 5F: 3 clusters Score -1039427 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1039582.250000 Penalty: 2885.919189
	Iteration 6Q: 3 clusters Score -1039582 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1039719.562500 Penalty: 2885.919189
	Iteration 7Q: 3 clusters Score -1039720 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1039843.750000 Penalty: 2885.919189
	Iteration 8Q: 3 clusters Score -1039844 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1039942.125000 Penalty: 2885.919189
	Iteration 9Q: 3 clusters Score -1039942 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1040039.500000 Penalty: 2885.919189
	Iteration 10Q: 3 clusters Score -1040040 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1040142.375000 Penalty: 2885.919189
	Iteration 11Q: 3 clusters Score -1040142 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1040253.437500 Penalty: 2885.919189
	Iteration 12Q: 3 clusters Score -1040253 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1040357.312500 Penalty: 2885.919189
	Iteration 13Q: 3 clusters Score -1040357 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1040446.312500 Penalty: 2885.919189
	Iteration 14Q: 3 clusters Score -1040446 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1040517.875000 Penalty: 2885.919189
	Iteration 15Q: 3 clusters Score -1040518 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1040591.625000 Penalty: 2885.919189
	Iteration 16Q: 3 clusters Score -1040592 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1040651.625000 Penalty: 2885.919189
	Iteration 17Q: 3 clusters Score -1040652 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1040699.625000 Penalty: 2885.919189
	Iteration 18Q: 3 clusters Score -1040700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1040725.312500 Penalty: 2885.919189
	Iteration 19Q: 3 clusters Score -1040725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1040742.125000 Penalty: 2885.919189
	Iteration 20F: 3 clusters Score -1040742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1040756.500000 Penalty: 2885.919189
	Iteration 21Q: 3 clusters Score -1040756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1040769.562500 Penalty: 2885.919189
	Iteration 22Q: 3 clusters Score -1040770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1040774.812500 Penalty: 2885.919189
	Iteration 23Q: 3 clusters Score -1040775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1040780.125000 Penalty: 2885.919189
	Iteration 24Q: 3 clusters Score -1040780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1040790.062500 Penalty: 2885.919189
	Iteration 25Q: 3 clusters Score -1040790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1040795.000000 Penalty: 2885.919189
	Iteration 26Q: 3 clusters Score -1040795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1040798.187500 Penalty: 2885.919189
	Iteration 27Q: 3 clusters Score -1040798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1040804.062500 Penalty: 2885.919189
	Iteration 28Q: 3 clusters Score -1040804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1040807.687500 Penalty: 2885.919189
	Iteration 29Q: 3 clusters Score -1040808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1040808.812500 Penalty: 2885.919189
	Iteration 30Q: 3 clusters Score -1040809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1040808.812500 Penalty: 2885.919189
	Iteration 31Q: 3 clusters Score -1040809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1040809.375000 Penalty: 2885.919189
	Iteration 32Q: 3 clusters Score -1040809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1040809.375000 Penalty: 2885.919189
	Iteration 33F: 3 clusters Score -1040809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Entering Unmasked Estep 
Score: -1900026.875000 Penalty: 1546.622681
	Iteration 0F: 2 clusters Score -1900027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1890711.000000 Penalty: 3093.245361
	Iteration 0F: 3 clusters Score -1890711 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1894141.375000 Penalty: 3093.245361
	Iteration 1F: 3 clusters Score -1894141 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1894632.625000 Penalty: 3093.245361
	Iteration 2F: 3 clusters Score -1894633 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1895024.625000 Penalty: 3093.245361
	Iteration 3F: 3 clusters Score -1895025 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1895354.750000 Penalty: 3093.245361
	Iteration 4F: 3 clusters Score -1895355 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1895652.875000 Penalty: 3093.245361
	Iteration 5Q: 3 clusters Score -1895653 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1895952.625000 Penalty: 3093.245361
	Iteration 6Q: 3 clusters Score -1895953 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1896282.000000 Penalty: 3093.245361
	Iteration 7Q: 3 clusters Score -1896282 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1896595.375000 Penalty: 3093.245361
	Iteration 8Q: 3 clusters Score -1896595 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1896942.500000 Penalty: 3093.245361
	Iteration 9Q: 3 clusters Score -1896942 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1897285.000000 Penalty: 3093.245361
	Iteration 10Q: 3 clusters Score -1897285 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1897643.250000 Penalty: 3093.245361
	Iteration 11Q: 3 clusters Score -1897643 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1897944.750000 Penalty: 3093.245361
	Iteration 12Q: 3 clusters Score -1897945 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1898185.875000 Penalty: 3093.245361
	Iteration 13Q: 3 clusters Score -1898186 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1898370.375000 Penalty: 3093.245361
	Iteration 14Q: 3 clusters Score -1898370 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1898525.375000 Penalty: 3093.245361
	Iteration 15Q: 3 clusters Score -1898525 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1898651.875000 Penalty: 3093.245361
	Iteration 16Q: 3 clusters Score -1898652 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1898734.875000 Penalty: 3093.245361
	Iteration 17Q: 3 clusters Score -1898735 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1898784.000000 Penalty: 3093.245361
	Iteration 18Q: 3 clusters Score -1898784 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1898818.000000 Penalty: 3093.245361
	Iteration 19Q: 3 clusters Score -1898818 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1898845.625000 Penalty: 3093.245361
	Iteration 20F: 3 clusters Score -1898846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1898859.625000 Penalty: 3093.245361
	Iteration 21Q: 3 clusters Score -1898860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1898868.500000 Penalty: 3093.245361
	Iteration 22Q: 3 clusters Score -1898868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1898879.250000 Penalty: 3093.245361
	Iteration 23Q: 3 clusters Score -1898879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1898887.250000 Penalty: 3093.245361
	Iteration 24Q: 3 clusters Score -1898887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1898894.500000 Penalty: 3093.245361
	Iteration 25Q: 3 clusters Score -1898894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1898894.125000 Penalty: 3093.245361
	Iteration 26Q: 3 clusters Score -1898894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1898897.625000 Penalty: 3093.245361
	Iteration 27Q: 3 clusters Score -1898898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1898900.625000 Penalty: 3093.245361
	Iteration 28Q: 3 clusters Score -1898901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1898905.625000 Penalty: 3093.245361
	Iteration 29Q: 3 clusters Score -1898906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1898915.375000 Penalty: 3093.245361
	Iteration 30Q: 3 clusters Score -1898915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1898923.625000 Penalty: 3093.245361
	Iteration 31Q: 3 clusters Score -1898924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1898929.250000 Penalty: 3093.245361
	Iteration 32Q: 3 clusters Score -1898929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1898930.750000 Penalty: 3093.245361
	Iteration 33Q: 3 clusters Score -1898931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1898929.125000 Penalty: 3093.245361
	Iteration 34Q: 3 clusters Score -1898929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1898935.750000 Penalty: 3093.245361
	Iteration 35Q: 3 clusters Score -1898936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1898935.625000 Penalty: 3093.245361
	Iteration 36Q: 3 clusters Score -1898936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1898939.500000 Penalty: 3093.245361
	Iteration 37Q: 3 clusters Score -1898940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1898936.875000 Penalty: 3093.245361
	Iteration 38Q: 3 clusters Score -1898937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1898936.000000 Penalty: 3093.245361
	Iteration 39Q: 3 clusters Score -1898936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1898937.750000 Penalty: 3093.245361
	Iteration 40F: 3 clusters Score -1898938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1898936.500000 Penalty: 3093.245361
	Iteration 41Q: 3 clusters Score -1898936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1898937.375000 Penalty: 3093.245361
	Iteration 42Q: 3 clusters Score -1898937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1898937.000000 Penalty: 3093.245361
	Iteration 43Q: 3 clusters Score -1898937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1898937.875000 Penalty: 3093.245361
	Iteration 44Q: 3 clusters Score -1898938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1898938.000000 Penalty: 3093.245361
	Iteration 45Q: 3 clusters Score -1898938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1898938.000000 Penalty: 3093.245361
	Iteration 46F: 3 clusters Score -1898938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Entering Unmasked Estep 
Score: -210844.984375 Penalty: 1204.083008
	Iteration 0F: 2 clusters Score -210845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -209063.906250 Penalty: 2408.166016
	Iteration 0F: 3 clusters Score -209063.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -209584.531250 Penalty: 2408.166016
	Iteration 1F: 3 clusters Score -209584.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -209853.703125 Penalty: 2408.166016
	Iteration 2F: 3 clusters Score -209853.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -210119.578125 Penalty: 2408.166016
	Iteration 3F: 3 clusters Score -210119.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -210269.921875 Penalty: 2408.166016
	Iteration 4F: 3 clusters Score -210269.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -210349.625000 Penalty: 2408.166016
	Iteration 5Q: 3 clusters Score -210349.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -210385.531250 Penalty: 2408.166016
	Iteration 6Q: 3 clusters Score -210385.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -210400.546875 Penalty: 2408.166016
	Iteration 7Q: 3 clusters Score -210400.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -210412.015625 Penalty: 2408.166016
	Iteration 8Q: 3 clusters Score -210412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -210418.937500 Penalty: 2408.166016
	Iteration 9Q: 3 clusters Score -210418.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -210422.375000 Penalty: 2408.166016
	Iteration 10Q: 3 clusters Score -210422.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -210429.937500 Penalty: 2408.166016
	Iteration 11Q: 3 clusters Score -210429.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -210436.875000 Penalty: 2408.166016
	Iteration 12Q: 3 clusters Score -210436.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -210441.078125 Penalty: 2408.166016
	Iteration 13Q: 3 clusters Score -210441.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -210444.156250 Penalty: 2408.166016
	Iteration 14Q: 3 clusters Score -210444.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -210446.531250 Penalty: 2408.166016
	Iteration 15Q: 3 clusters Score -210446.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -210447.625000 Penalty: 2408.166016
	Iteration 16Q: 3 clusters Score -210447.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -210447.625000 Penalty: 2408.166016
	Iteration 17F: 3 clusters Score -210447.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -161215.187500 Penalty: 1163.511230
	Iteration 0F: 2 clusters Score -161215.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -159590.312500 Penalty: 2327.022461
	Iteration 0F: 3 clusters Score -159590.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -159961.390625 Penalty: 2327.022461
	Iteration 1F: 3 clusters Score -159961.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -160067.125000 Penalty: 2327.022461
	Iteration 2F: 3 clusters Score -160067.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -160149.984375 Penalty: 2327.022461
	Iteration 3F: 3 clusters Score -160150 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -160266.296875 Penalty: 2327.022461
	Iteration 4F: 3 clusters Score -160266.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -160365.562500 Penalty: 2327.022461
	Iteration 5Q: 3 clusters Score -160365.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -160502.781250 Penalty: 2327.022461
	Iteration 6F: 3 clusters Score -160502.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -160603.281250 Penalty: 2327.022461
	Iteration 7Q: 3 clusters Score -160603.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -160737.781250 Penalty: 2327.022461
	Iteration 8F: 3 clusters Score -160737.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -160865.015625 Penalty: 2327.022461
	Iteration 9F: 3 clusters Score -160865 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -160951.921875 Penalty: 2327.022461
	Iteration 10Q: 3 clusters Score -160951.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -160988.171875 Penalty: 2327.022461
	Iteration 11Q: 3 clusters Score -160988.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -161010.609375 Penalty: 2327.022461
	Iteration 12Q: 3 clusters Score -161010.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -161026.281250 Penalty: 2327.022461
	Iteration 13Q: 3 clusters Score -161026.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -161034.578125 Penalty: 2327.022461
	Iteration 14Q: 3 clusters Score -161034.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -161042.265625 Penalty: 2327.022461
	Iteration 15Q: 3 clusters Score -161042.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -161046.953125 Penalty: 2327.022461
	Iteration 16Q: 3 clusters Score -161047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -161047.875000 Penalty: 2327.022461
	Iteration 17Q: 3 clusters Score -161047.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -161049.562500 Penalty: 2327.022461
	Iteration 18Q: 3 clusters Score -161049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -161052.937500 Penalty: 2327.022461
	Iteration 19Q: 3 clusters Score -161052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -161053.437500 Penalty: 2327.022461
	Iteration 20F: 3 clusters Score -161053.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -161054.562500 Penalty: 2327.022461
	Iteration 21Q: 3 clusters Score -161054.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -161054.562500 Penalty: 2327.022461
	Iteration 22F: 3 clusters Score -161054.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -175971.875000 Penalty: 1182.328003
	Iteration 0F: 2 clusters Score -175971.9 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 740 members 
Entering Unmasked Estep 
Score: -174232.046875 Penalty: 2364.656006
	Iteration 0F: 3 clusters Score -174232 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -174674.531250 Penalty: 2364.656006
	Iteration 1F: 3 clusters Score -174674.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -174856.812500 Penalty: 2364.656006
	Iteration 2F: 3 clusters Score -174856.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -174973.703125 Penalty: 2364.656006
	Iteration 3F: 3 clusters Score -174973.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -175052.015625 Penalty: 2364.656006
	Iteration 4Q: 3 clusters Score -175052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -175105.015625 Penalty: 2364.656006
	Iteration 5Q: 3 clusters Score -175105 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -175148.312500 Penalty: 2364.656006
	Iteration 6Q: 3 clusters Score -175148.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -175175.843750 Penalty: 2364.656006
	Iteration 7Q: 3 clusters Score -175175.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -175195.000000 Penalty: 2364.656006
	Iteration 8Q: 3 clusters Score -175195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -175216.750000 Penalty: 2364.656006
	Iteration 9Q: 3 clusters Score -175216.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -175229.203125 Penalty: 2364.656006
	Iteration 10Q: 3 clusters Score -175229.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -175238.453125 Penalty: 2364.656006
	Iteration 11Q: 3 clusters Score -175238.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -175253.406250 Penalty: 2364.656006
	Iteration 12Q: 3 clusters Score -175253.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -175268.437500 Penalty: 2364.656006
	Iteration 13Q: 3 clusters Score -175268.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -175282.062500 Penalty: 2364.656006
	Iteration 14Q: 3 clusters Score -175282.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -175287.812500 Penalty: 2364.656006
	Iteration 15Q: 3 clusters Score -175287.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -175293.984375 Penalty: 2364.656006
	Iteration 16Q: 3 clusters Score -175294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -175296.750000 Penalty: 2364.656006
	Iteration 17Q: 3 clusters Score -175296.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -175299.421875 Penalty: 2364.656006
	Iteration 18Q: 3 clusters Score -175299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -175300.296875 Penalty: 2364.656006
	Iteration 19Q: 3 clusters Score -175300.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -175302.171875 Penalty: 2364.656006
	Iteration 20F: 3 clusters Score -175302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -175302.578125 Penalty: 2364.656006
	Iteration 21Q: 3 clusters Score -175302.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -175302.578125 Penalty: 2364.656006
	Iteration 22F: 3 clusters Score -175302.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Entering Unmasked Estep 
Score: -2171881.250000 Penalty: 1554.620483
	Iteration 0F: 2 clusters Score -2171881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2162154.750000 Penalty: 3109.240967
	Iteration 0F: 3 clusters Score -2162155 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2165526.500000 Penalty: 3109.240967
	Iteration 1F: 3 clusters Score -2165526 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2165817.500000 Penalty: 3109.240967
	Iteration 2F: 3 clusters Score -2165818 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2166046.500000 Penalty: 3109.240967
	Iteration 3Q: 3 clusters Score -2166046 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2166270.000000 Penalty: 3109.240967
	Iteration 4Q: 3 clusters Score -2166270 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2166503.500000 Penalty: 3109.240967
	Iteration 5Q: 3 clusters Score -2166504 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2166727.000000 Penalty: 3109.240967
	Iteration 6Q: 3 clusters Score -2166727 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2166975.500000 Penalty: 3109.240967
	Iteration 7Q: 3 clusters Score -2166976 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2167244.750000 Penalty: 3109.240967
	Iteration 8Q: 3 clusters Score -2167245 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2167570.250000 Penalty: 3109.240967
	Iteration 9Q: 3 clusters Score -2167570 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2167941.500000 Penalty: 3109.240967
	Iteration 10Q: 3 clusters Score -2167942 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2168316.750000 Penalty: 3109.240967
	Iteration 11Q: 3 clusters Score -2168317 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2168612.500000 Penalty: 3109.240967
	Iteration 12Q: 3 clusters Score -2168612 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2168831.250000 Penalty: 3109.240967
	Iteration 13Q: 3 clusters Score -2168831 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2168999.000000 Penalty: 3109.240967
	Iteration 14Q: 3 clusters Score -2168999 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2169141.000000 Penalty: 3109.240967
	Iteration 15Q: 3 clusters Score -2169141 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2169241.250000 Penalty: 3109.240967
	Iteration 16Q: 3 clusters Score -2169241 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2169333.250000 Penalty: 3109.240967
	Iteration 17Q: 3 clusters Score -2169333 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2169422.500000 Penalty: 3109.240967
	Iteration 18Q: 3 clusters Score -2169422 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2169523.250000 Penalty: 3109.240967
	Iteration 19Q: 3 clusters Score -2169523 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2169620.500000 Penalty: 3109.240967
	Iteration 20F: 3 clusters Score -2169620 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2169718.000000 Penalty: 3109.240967
	Iteration 21Q: 3 clusters Score -2169718 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2169800.500000 Penalty: 3109.240967
	Iteration 22Q: 3 clusters Score -2169800 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2169878.500000 Penalty: 3109.240967
	Iteration 23Q: 3 clusters Score -2169878 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2169952.500000 Penalty: 3109.240967
	Iteration 24Q: 3 clusters Score -2169952 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2169994.250000 Penalty: 3109.240967
	Iteration 25Q: 3 clusters Score -2169994 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2170054.500000 Penalty: 3109.240967
	Iteration 26Q: 3 clusters Score -2170054 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2170094.250000 Penalty: 3109.240967
	Iteration 27Q: 3 clusters Score -2170094 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2170137.250000 Penalty: 3109.240967
	Iteration 28Q: 3 clusters Score -2170137 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2170175.000000 Penalty: 3109.240967
	Iteration 29Q: 3 clusters Score -2170175 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2170215.000000 Penalty: 3109.240967
	Iteration 30Q: 3 clusters Score -2170215 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2170249.000000 Penalty: 3109.240967
	Iteration 31Q: 3 clusters Score -2170249 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2170292.000000 Penalty: 3109.240967
	Iteration 32Q: 3 clusters Score -2170292 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2170321.500000 Penalty: 3109.240967
	Iteration 33Q: 3 clusters Score -2170322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2170359.750000 Penalty: 3109.240967
	Iteration 34Q: 3 clusters Score -2170360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2170385.000000 Penalty: 3109.240967
	Iteration 35Q: 3 clusters Score -2170385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2170402.500000 Penalty: 3109.240967
	Iteration 36Q: 3 clusters Score -2170402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2170415.500000 Penalty: 3109.240967
	Iteration 37Q: 3 clusters Score -2170416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2170425.500000 Penalty: 3109.240967
	Iteration 38Q: 3 clusters Score -2170426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2170432.000000 Penalty: 3109.240967
	Iteration 39Q: 3 clusters Score -2170432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2170446.000000 Penalty: 3109.240967
	Iteration 40F: 3 clusters Score -2170446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2170454.500000 Penalty: 3109.240967
	Iteration 41Q: 3 clusters Score -2170454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2170463.750000 Penalty: 3109.240967
	Iteration 42Q: 3 clusters Score -2170464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2170467.000000 Penalty: 3109.240967
	Iteration 43Q: 3 clusters Score -2170467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2170469.000000 Penalty: 3109.240967
	Iteration 44Q: 3 clusters Score -2170469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2170473.250000 Penalty: 3109.240967
	Iteration 45Q: 3 clusters Score -2170473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2170476.000000 Penalty: 3109.240967
	Iteration 46Q: 3 clusters Score -2170476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2170478.250000 Penalty: 3109.240967
	Iteration 47Q: 3 clusters Score -2170478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2170479.000000 Penalty: 3109.240967
	Iteration 48Q: 3 clusters Score -2170479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2170479.250000 Penalty: 3109.240967
	Iteration 49Q: 3 clusters Score -2170479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2170484.000000 Penalty: 3109.240967
	Iteration 50Q: 3 clusters Score -2170484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2170483.500000 Penalty: 3109.240967
	Iteration 51Q: 3 clusters Score -2170484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2170483.500000 Penalty: 3109.240967
	Iteration 52F: 3 clusters Score -2170484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Entering Unmasked Estep 
Score: -2398439.750000 Penalty: 1575.094604
	Iteration 0F: 2 clusters Score -2398440 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 8034 members 
Entering Unmasked Estep 
Score: -2387309.250000 Penalty: 3150.189209
	Iteration 0F: 3 clusters Score -2387309 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2391357.500000 Penalty: 3150.189209
	Iteration 1F: 3 clusters Score -2391358 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2391732.000000 Penalty: 3150.189209
	Iteration 2F: 3 clusters Score -2391732 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2392113.250000 Penalty: 3150.189209
	Iteration 3F: 3 clusters Score -2392113 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2392601.000000 Penalty: 3150.189209
	Iteration 4F: 3 clusters Score -2392601 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2393177.500000 Penalty: 3150.189209
	Iteration 5F: 3 clusters Score -2393178 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2393845.500000 Penalty: 3150.189209
	Iteration 6F: 3 clusters Score -2393846 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2394545.750000 Penalty: 3150.189209
	Iteration 7F: 3 clusters Score -2394546 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2395180.750000 Penalty: 3150.189209
	Iteration 8F: 3 clusters Score -2395181 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2395771.750000 Penalty: 3150.189209
	Iteration 9Q: 3 clusters Score -2395772 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2396204.000000 Penalty: 3150.189209
	Iteration 10Q: 3 clusters Score -2396204 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2396499.250000 Penalty: 3150.189209
	Iteration 11Q: 3 clusters Score -2396499 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2396710.500000 Penalty: 3150.189209
	Iteration 12Q: 3 clusters Score -2396710 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2396842.000000 Penalty: 3150.189209
	Iteration 13Q: 3 clusters Score -2396842 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2396921.250000 Penalty: 3150.189209
	Iteration 14Q: 3 clusters Score -2396921 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2396993.250000 Penalty: 3150.189209
	Iteration 15Q: 3 clusters Score -2396993 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2397026.750000 Penalty: 3150.189209
	Iteration 16Q: 3 clusters Score -2397027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2397045.750000 Penalty: 3150.189209
	Iteration 17Q: 3 clusters Score -2397046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2397067.250000 Penalty: 3150.189209
	Iteration 18Q: 3 clusters Score -2397067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2397075.750000 Penalty: 3150.189209
	Iteration 19Q: 3 clusters Score -2397076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2397082.500000 Penalty: 3150.189209
	Iteration 20F: 3 clusters Score -2397082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2397091.250000 Penalty: 3150.189209
	Iteration 21Q: 3 clusters Score -2397091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2397094.750000 Penalty: 3150.189209
	Iteration 22Q: 3 clusters Score -2397095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2397104.500000 Penalty: 3150.189209
	Iteration 23Q: 3 clusters Score -2397104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2397102.500000 Penalty: 3150.189209
	Iteration 24Q: 3 clusters Score -2397102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2397101.750000 Penalty: 3150.189209
	Iteration 25Q: 3 clusters Score -2397102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2397101.750000 Penalty: 3150.189209
	Iteration 26F: 3 clusters Score -2397102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Entering Unmasked Estep 
Score: -327770.750000 Penalty: 1263.414062
	Iteration 0F: 2 clusters Score -327770.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -325419.156250 Penalty: 2526.828125
	Iteration 0F: 3 clusters Score -325419.2 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -325952.656250 Penalty: 2526.828125
	Iteration 1F: 3 clusters Score -325952.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -326115.406250 Penalty: 2526.828125
	Iteration 2F: 3 clusters Score -326115.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -326230.062500 Penalty: 2526.828125
	Iteration 3F: 3 clusters Score -326230.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -326318.031250 Penalty: 2526.828125
	Iteration 4Q: 3 clusters Score -326318 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -326393.781250 Penalty: 2526.828125
	Iteration 5Q: 3 clusters Score -326393.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -326472.875000 Penalty: 2526.828125
	Iteration 6Q: 3 clusters Score -326472.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -326568.500000 Penalty: 2526.828125
	Iteration 7Q: 3 clusters Score -326568.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -326680.625000 Penalty: 2526.828125
	Iteration 8Q: 3 clusters Score -326680.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -326784.093750 Penalty: 2526.828125
	Iteration 9Q: 3 clusters Score -326784.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -326922.656250 Penalty: 2526.828125
	Iteration 10Q: 3 clusters Score -326922.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -327092.093750 Penalty: 2526.828125
	Iteration 11Q: 3 clusters Score -327092.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -327249.000000 Penalty: 2526.828125
	Iteration 12Q: 3 clusters Score -327249 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -327383.250000 Penalty: 2526.828125
	Iteration 13Q: 3 clusters Score -327383.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -327452.375000 Penalty: 2526.828125
	Iteration 14Q: 3 clusters Score -327452.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -327495.093750 Penalty: 2526.828125
	Iteration 15Q: 3 clusters Score -327495.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -327522.906250 Penalty: 2526.828125
	Iteration 16Q: 3 clusters Score -327522.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -327546.812500 Penalty: 2526.828125
	Iteration 17Q: 3 clusters Score -327546.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -327575.968750 Penalty: 2526.828125
	Iteration 18Q: 3 clusters Score -327576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -327599.093750 Penalty: 2526.828125
	Iteration 19Q: 3 clusters Score -327599.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -327609.625000 Penalty: 2526.828125
	Iteration 20F: 3 clusters Score -327609.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -327617.156250 Penalty: 2526.828125
	Iteration 21Q: 3 clusters Score -327617.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -327619.531250 Penalty: 2526.828125
	Iteration 22Q: 3 clusters Score -327619.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -327620.031250 Penalty: 2526.828125
	Iteration 23Q: 3 clusters Score -327620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -327620.031250 Penalty: 2526.828125
	Iteration 24F: 3 clusters Score -327620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Entering Unmasked Estep 
Score: -329777.468750 Penalty: 1260.729248
	Iteration 0F: 2 clusters Score -329777.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -327519.906250 Penalty: 2521.458496
	Iteration 0F: 3 clusters Score -327519.9 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -328204.125000 Penalty: 2521.458496
	Iteration 1F: 3 clusters Score -328204.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -328428.468750 Penalty: 2521.458496
	Iteration 2F: 3 clusters Score -328428.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -328607.375000 Penalty: 2521.458496
	Iteration 3F: 3 clusters Score -328607.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -328770.593750 Penalty: 2521.458496
	Iteration 4F: 3 clusters Score -328770.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -328890.343750 Penalty: 2521.458496
	Iteration 5Q: 3 clusters Score -328890.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -328967.156250 Penalty: 2521.458496
	Iteration 6Q: 3 clusters Score -328967.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -329033.812500 Penalty: 2521.458496
	Iteration 7Q: 3 clusters Score -329033.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -329090.062500 Penalty: 2521.458496
	Iteration 8Q: 3 clusters Score -329090.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -329139.750000 Penalty: 2521.458496
	Iteration 9Q: 3 clusters Score -329139.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -329179.000000 Penalty: 2521.458496
	Iteration 10Q: 3 clusters Score -329179 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -329209.125000 Penalty: 2521.458496
	Iteration 11Q: 3 clusters Score -329209.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -329229.531250 Penalty: 2521.458496
	Iteration 12Q: 3 clusters Score -329229.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -329246.062500 Penalty: 2521.458496
	Iteration 13Q: 3 clusters Score -329246.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -329265.281250 Penalty: 2521.458496
	Iteration 14Q: 3 clusters Score -329265.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -329278.187500 Penalty: 2521.458496
	Iteration 15Q: 3 clusters Score -329278.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -329285.812500 Penalty: 2521.458496
	Iteration 16Q: 3 clusters Score -329285.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -329290.500000 Penalty: 2521.458496
	Iteration 17Q: 3 clusters Score -329290.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -329298.156250 Penalty: 2521.458496
	Iteration 18Q: 3 clusters Score -329298.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -329305.125000 Penalty: 2521.458496
	Iteration 19Q: 3 clusters Score -329305.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -329315.343750 Penalty: 2521.458496
	Iteration 20F: 3 clusters Score -329315.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -329318.375000 Penalty: 2521.458496
	Iteration 21Q: 3 clusters Score -329318.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -329321.312500 Penalty: 2521.458496
	Iteration 22Q: 3 clusters Score -329321.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -329323.062500 Penalty: 2521.458496
	Iteration 23Q: 3 clusters Score -329323.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -329324.750000 Penalty: 2521.458496
	Iteration 24Q: 3 clusters Score -329324.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -329325.656250 Penalty: 2521.458496
	Iteration 25Q: 3 clusters Score -329325.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -329325.656250 Penalty: 2521.458496
	Iteration 26F: 3 clusters Score -329325.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Entering Unmasked Estep 
Score: -1622245.750000 Penalty: 1555.912231
	Iteration 0F: 2 clusters Score -1622246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1612382.750000 Penalty: 3111.824463
	Iteration 0F: 3 clusters Score -1612383 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1616036.500000 Penalty: 3111.824463
	Iteration 1F: 3 clusters Score -1616036 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1616551.625000 Penalty: 3111.824463
	Iteration 2F: 3 clusters Score -1616552 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1617011.500000 Penalty: 3111.824463
	Iteration 3F: 3 clusters Score -1617012 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1617462.375000 Penalty: 3111.824463
	Iteration 4F: 3 clusters Score -1617462 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1617934.750000 Penalty: 3111.824463
	Iteration 5F: 3 clusters Score -1617935 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1618425.625000 Penalty: 3111.824463
	Iteration 6F: 3 clusters Score -1618426 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1618949.000000 Penalty: 3111.824463
	Iteration 7F: 3 clusters Score -1618949 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1619497.750000 Penalty: 3111.824463
	Iteration 8F: 3 clusters Score -1619498 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1619977.750000 Penalty: 3111.824463
	Iteration 9Q: 3 clusters Score -1619978 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1620349.625000 Penalty: 3111.824463
	Iteration 10Q: 3 clusters Score -1620350 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1620602.875000 Penalty: 3111.824463
	Iteration 11Q: 3 clusters Score -1620603 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1620764.500000 Penalty: 3111.824463
	Iteration 12Q: 3 clusters Score -1620764 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1620875.625000 Penalty: 3111.824463
	Iteration 13Q: 3 clusters Score -1620876 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1620980.250000 Penalty: 3111.824463
	Iteration 14Q: 3 clusters Score -1620980 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1621077.500000 Penalty: 3111.824463
	Iteration 15Q: 3 clusters Score -1621078 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1621138.375000 Penalty: 3111.824463
	Iteration 16Q: 3 clusters Score -1621138 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1621188.125000 Penalty: 3111.824463
	Iteration 17Q: 3 clusters Score -1621188 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1621223.875000 Penalty: 3111.824463
	Iteration 18Q: 3 clusters Score -1621224 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1621268.875000 Penalty: 3111.824463
	Iteration 19Q: 3 clusters Score -1621269 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1621295.000000 Penalty: 3111.824463
	Iteration 20F: 3 clusters Score -1621295 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1621323.125000 Penalty: 3111.824463
	Iteration 21Q: 3 clusters Score -1621323 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1621335.000000 Penalty: 3111.824463
	Iteration 22Q: 3 clusters Score -1621335 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1621349.250000 Penalty: 3111.824463
	Iteration 23Q: 3 clusters Score -1621349 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1621352.875000 Penalty: 3111.824463
	Iteration 24Q: 3 clusters Score -1621353 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1621355.125000 Penalty: 3111.824463
	Iteration 25Q: 3 clusters Score -1621355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1621356.000000 Penalty: 3111.824463
	Iteration 26Q: 3 clusters Score -1621356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1621358.375000 Penalty: 3111.824463
	Iteration 27Q: 3 clusters Score -1621358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1621362.000000 Penalty: 3111.824463
	Iteration 28Q: 3 clusters Score -1621362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1621361.125000 Penalty: 3111.824463
	Iteration 29Q: 3 clusters Score -1621361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1621361.500000 Penalty: 3111.824463
	Iteration 30Q: 3 clusters Score -1621362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1621363.750000 Penalty: 3111.824463
	Iteration 31Q: 3 clusters Score -1621364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1621360.250000 Penalty: 3111.824463
	Iteration 32Q: 3 clusters Score -1621360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1621361.625000 Penalty: 3111.824463
	Iteration 33Q: 3 clusters Score -1621362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1621364.000000 Penalty: 3111.824463
	Iteration 34Q: 3 clusters Score -1621364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1621365.250000 Penalty: 3111.824463
	Iteration 35Q: 3 clusters Score -1621365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1621366.625000 Penalty: 3111.824463
	Iteration 36Q: 3 clusters Score -1621367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1621367.875000 Penalty: 3111.824463
	Iteration 37Q: 3 clusters Score -1621368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1621371.625000 Penalty: 3111.824463
	Iteration 38Q: 3 clusters Score -1621372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1621376.375000 Penalty: 3111.824463
	Iteration 39Q: 3 clusters Score -1621376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1621386.000000 Penalty: 3111.824463
	Iteration 40F: 3 clusters Score -1621386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1621392.375000 Penalty: 3111.824463
	Iteration 41Q: 3 clusters Score -1621392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1621393.250000 Penalty: 3111.824463
	Iteration 42Q: 3 clusters Score -1621393 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1621405.250000 Penalty: 3111.824463
	Iteration 43Q: 3 clusters Score -1621405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1621410.125000 Penalty: 3111.824463
	Iteration 44Q: 3 clusters Score -1621410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1621415.375000 Penalty: 3111.824463
	Iteration 45Q: 3 clusters Score -1621415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1621421.000000 Penalty: 3111.824463
	Iteration 46Q: 3 clusters Score -1621421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1621428.625000 Penalty: 3111.824463
	Iteration 47Q: 3 clusters Score -1621429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1621436.125000 Penalty: 3111.824463
	Iteration 48Q: 3 clusters Score -1621436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1621441.125000 Penalty: 3111.824463
	Iteration 49Q: 3 clusters Score -1621441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1621448.000000 Penalty: 3111.824463
	Iteration 50Q: 3 clusters Score -1621448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1621454.125000 Penalty: 3111.824463
	Iteration 51Q: 3 clusters Score -1621454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1621453.875000 Penalty: 3111.824463
	Iteration 52Q: 3 clusters Score -1621454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1621457.750000 Penalty: 3111.824463
	Iteration 53Q: 3 clusters Score -1621458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1621458.750000 Penalty: 3111.824463
	Iteration 54Q: 3 clusters Score -1621459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1621461.500000 Penalty: 3111.824463
	Iteration 55Q: 3 clusters Score -1621462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1621462.125000 Penalty: 3111.824463
	Iteration 56Q: 3 clusters Score -1621462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1621459.750000 Penalty: 3111.824463
	Iteration 57Q: 3 clusters Score -1621460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1621460.250000 Penalty: 3111.824463
	Iteration 58Q: 3 clusters Score -1621460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1621460.500000 Penalty: 3111.824463
	Iteration 59Q: 3 clusters Score -1621460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1621460.000000 Penalty: 3111.824463
	Iteration 60F: 3 clusters Score -1621460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1621460.500000 Penalty: 3111.824463
	Iteration 61Q: 3 clusters Score -1621460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1621460.500000 Penalty: 3111.824463
	Iteration 62F: 3 clusters Score -1621460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -102310.742188 Penalty: 1076.841553
	Iteration 0F: 2 clusters Score -102310.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -101077.726562 Penalty: 2153.683105
	Iteration 0F: 3 clusters Score -101077.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -101354.781250 Penalty: 2153.683105
	Iteration 1F: 3 clusters Score -101354.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -101515.492188 Penalty: 2153.683105
	Iteration 2F: 3 clusters Score -101515.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -101690.421875 Penalty: 2153.683105
	Iteration 3F: 3 clusters Score -101690.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -101856.812500 Penalty: 2153.683105
	Iteration 4F: 3 clusters Score -101856.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -101974.265625 Penalty: 2153.683105
	Iteration 5Q: 3 clusters Score -101974.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -102101.976562 Penalty: 2153.683105
	Iteration 6Q: 3 clusters Score -102102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -102193.679688 Penalty: 2153.683105
	Iteration 7Q: 3 clusters Score -102193.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -102232.328125 Penalty: 2153.683105
	Iteration 8Q: 3 clusters Score -102232.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -102244.921875 Penalty: 2153.683105
	Iteration 9Q: 3 clusters Score -102244.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -102258.460938 Penalty: 2153.683105
	Iteration 10Q: 3 clusters Score -102258.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -102262.335938 Penalty: 2153.683105
	Iteration 11Q: 3 clusters Score -102262.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -102263.031250 Penalty: 2153.683105
	Iteration 12Q: 3 clusters Score -102263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -102263.812500 Penalty: 2153.683105
	Iteration 13Q: 3 clusters Score -102263.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -102263.812500 Penalty: 2153.683105
	Iteration 14F: 3 clusters Score -102263.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -319490.875000 Penalty: 1259.194824
	Iteration 0F: 2 clusters Score -319490.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -317180.156250 Penalty: 2518.389648
	Iteration 0F: 3 clusters Score -317180.2 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -317755.687500 Penalty: 2518.389648
	Iteration 1F: 3 clusters Score -317755.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -317948.062500 Penalty: 2518.389648
	Iteration 2F: 3 clusters Score -317948.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -318074.656250 Penalty: 2518.389648
	Iteration 3F: 3 clusters Score -318074.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -318168.093750 Penalty: 2518.389648
	Iteration 4F: 3 clusters Score -318168.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -318226.250000 Penalty: 2518.389648
	Iteration 5Q: 3 clusters Score -318226.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -318279.156250 Penalty: 2518.389648
	Iteration 6Q: 3 clusters Score -318279.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -318355.125000 Penalty: 2518.389648
	Iteration 7Q: 3 clusters Score -318355.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -318426.312500 Penalty: 2518.389648
	Iteration 8Q: 3 clusters Score -318426.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -318520.687500 Penalty: 2518.389648
	Iteration 9Q: 3 clusters Score -318520.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -318598.843750 Penalty: 2518.389648
	Iteration 10Q: 3 clusters Score -318598.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -318665.468750 Penalty: 2518.389648
	Iteration 11Q: 3 clusters Score -318665.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -318736.437500 Penalty: 2518.389648
	Iteration 12Q: 3 clusters Score -318736.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -318836.406250 Penalty: 2518.389648
	Iteration 13Q: 3 clusters Score -318836.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -318888.343750 Penalty: 2518.389648
	Iteration 14Q: 3 clusters Score -318888.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -318918.531250 Penalty: 2518.389648
	Iteration 15Q: 3 clusters Score -318918.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -318951.093750 Penalty: 2518.389648
	Iteration 16Q: 3 clusters Score -318951.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -318977.656250 Penalty: 2518.389648
	Iteration 17Q: 3 clusters Score -318977.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -318998.687500 Penalty: 2518.389648
	Iteration 18Q: 3 clusters Score -318998.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -319007.312500 Penalty: 2518.389648
	Iteration 19Q: 3 clusters Score -319007.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -319014.062500 Penalty: 2518.389648
	Iteration 20F: 3 clusters Score -319014.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -319019.312500 Penalty: 2518.389648
	Iteration 21Q: 3 clusters Score -319019.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -319024.312500 Penalty: 2518.389648
	Iteration 22Q: 3 clusters Score -319024.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -319027.312500 Penalty: 2518.389648
	Iteration 23Q: 3 clusters Score -319027.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -319030.000000 Penalty: 2518.389648
	Iteration 24Q: 3 clusters Score -319030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -319030.781250 Penalty: 2518.389648
	Iteration 25Q: 3 clusters Score -319030.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -319031.281250 Penalty: 2518.389648
	Iteration 26Q: 3 clusters Score -319031.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -319031.218750 Penalty: 2518.389648
	Iteration 27Q: 3 clusters Score -319031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -319032.218750 Penalty: 2518.389648
	Iteration 28Q: 3 clusters Score -319032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -319032.281250 Penalty: 2518.389648
	Iteration 29Q: 3 clusters Score -319032.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -319032.781250 Penalty: 2518.389648
	Iteration 30Q: 3 clusters Score -319032.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -319032.843750 Penalty: 2518.389648
	Iteration 31Q: 3 clusters Score -319032.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -319032.843750 Penalty: 2518.389648
	Iteration 32F: 3 clusters Score -319032.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -251433.093750 Penalty: 1225.781982
	Iteration 0F: 2 clusters Score -251433.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -249424.718750 Penalty: 2451.563965
	Iteration 0F: 3 clusters Score -249424.7 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -249869.328125 Penalty: 2451.563965
	Iteration 1F: 3 clusters Score -249869.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -250053.062500 Penalty: 2451.563965
	Iteration 2F: 3 clusters Score -250053.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -250195.781250 Penalty: 2451.563965
	Iteration 3F: 3 clusters Score -250195.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -250337.437500 Penalty: 2451.563965
	Iteration 4F: 3 clusters Score -250337.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -250495.671875 Penalty: 2451.563965
	Iteration 5F: 3 clusters Score -250495.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -250599.921875 Penalty: 2451.563965
	Iteration 6F: 3 clusters Score -250599.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -250664.359375 Penalty: 2451.563965
	Iteration 7Q: 3 clusters Score -250664.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -250706.359375 Penalty: 2451.563965
	Iteration 8Q: 3 clusters Score -250706.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -250740.281250 Penalty: 2451.563965
	Iteration 9Q: 3 clusters Score -250740.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -250760.312500 Penalty: 2451.563965
	Iteration 10Q: 3 clusters Score -250760.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -250777.953125 Penalty: 2451.563965
	Iteration 11Q: 3 clusters Score -250778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -250792.640625 Penalty: 2451.563965
	Iteration 12Q: 3 clusters Score -250792.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -250815.171875 Penalty: 2451.563965
	Iteration 13Q: 3 clusters Score -250815.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -250843.656250 Penalty: 2451.563965
	Iteration 14Q: 3 clusters Score -250843.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -250879.609375 Penalty: 2451.563965
	Iteration 15Q: 3 clusters Score -250879.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -250915.156250 Penalty: 2451.563965
	Iteration 16Q: 3 clusters Score -250915.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -250949.046875 Penalty: 2451.563965
	Iteration 17Q: 3 clusters Score -250949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -250981.625000 Penalty: 2451.563965
	Iteration 18Q: 3 clusters Score -250981.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -251013.515625 Penalty: 2451.563965
	Iteration 19Q: 3 clusters Score -251013.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -251045.296875 Penalty: 2451.563965
	Iteration 20F: 3 clusters Score -251045.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -251082.656250 Penalty: 2451.563965
	Iteration 21Q: 3 clusters Score -251082.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -251125.968750 Penalty: 2451.563965
	Iteration 22Q: 3 clusters Score -251126 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -251180.125000 Penalty: 2451.563965
	Iteration 23Q: 3 clusters Score -251180.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -251219.875000 Penalty: 2451.563965
	Iteration 24Q: 3 clusters Score -251219.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -251242.687500 Penalty: 2451.563965
	Iteration 25Q: 3 clusters Score -251242.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -251259.906250 Penalty: 2451.563965
	Iteration 26Q: 3 clusters Score -251259.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -251277.531250 Penalty: 2451.563965
	Iteration 27Q: 3 clusters Score -251277.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -251287.578125 Penalty: 2451.563965
	Iteration 28Q: 3 clusters Score -251287.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -251295.125000 Penalty: 2451.563965
	Iteration 29Q: 3 clusters Score -251295.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -251306.984375 Penalty: 2451.563965
	Iteration 30Q: 3 clusters Score -251307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -251322.000000 Penalty: 2451.563965
	Iteration 31Q: 3 clusters Score -251322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -251335.750000 Penalty: 2451.563965
	Iteration 32Q: 3 clusters Score -251335.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -251339.625000 Penalty: 2451.563965
	Iteration 33Q: 3 clusters Score -251339.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -251343.484375 Penalty: 2451.563965
	Iteration 34Q: 3 clusters Score -251343.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -251345.640625 Penalty: 2451.563965
	Iteration 35Q: 3 clusters Score -251345.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -251345.875000 Penalty: 2451.563965
	Iteration 36Q: 3 clusters Score -251345.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -251346.593750 Penalty: 2451.563965
	Iteration 37Q: 3 clusters Score -251346.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -251347.640625 Penalty: 2451.563965
	Iteration 38Q: 3 clusters Score -251347.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -251348.515625 Penalty: 2451.563965
	Iteration 39Q: 3 clusters Score -251348.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -251349.453125 Penalty: 2451.563965
	Iteration 40F: 3 clusters Score -251349.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -251351.843750 Penalty: 2451.563965
	Iteration 41Q: 3 clusters Score -251351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -251352.109375 Penalty: 2451.563965
	Iteration 42Q: 3 clusters Score -251352.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -251353.046875 Penalty: 2451.563965
	Iteration 43Q: 3 clusters Score -251353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -251353.703125 Penalty: 2451.563965
	Iteration 44Q: 3 clusters Score -251353.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -251353.625000 Penalty: 2451.563965
	Iteration 45Q: 3 clusters Score -251353.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -251355.578125 Penalty: 2451.563965
	Iteration 46Q: 3 clusters Score -251355.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -251356.734375 Penalty: 2451.563965
	Iteration 47Q: 3 clusters Score -251356.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -251358.218750 Penalty: 2451.563965
	Iteration 48Q: 3 clusters Score -251358.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -251359.453125 Penalty: 2451.563965
	Iteration 49Q: 3 clusters Score -251359.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -251360.578125 Penalty: 2451.563965
	Iteration 50Q: 3 clusters Score -251360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -251361.281250 Penalty: 2451.563965
	Iteration 51Q: 3 clusters Score -251361.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -251361.859375 Penalty: 2451.563965
	Iteration 52Q: 3 clusters Score -251361.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -251363.265625 Penalty: 2451.563965
	Iteration 53Q: 3 clusters Score -251363.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -251365.281250 Penalty: 2451.563965
	Iteration 54Q: 3 clusters Score -251365.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -251366.578125 Penalty: 2451.563965
	Iteration 55Q: 3 clusters Score -251366.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -251366.578125 Penalty: 2451.563965
	Iteration 56F: 3 clusters Score -251366.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Entering Unmasked Estep 
Score: -1914498.875000 Penalty: 1534.029541
	Iteration 0F: 2 clusters Score -1914499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1905845.125000 Penalty: 3068.059082
	Iteration 0F: 3 clusters Score -1905845 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1908888.375000 Penalty: 3068.059082
	Iteration 1F: 3 clusters Score -1908888 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1909206.500000 Penalty: 3068.059082
	Iteration 2F: 3 clusters Score -1909206 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1909505.000000 Penalty: 3068.059082
	Iteration 3F: 3 clusters Score -1909505 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1909841.750000 Penalty: 3068.059082
	Iteration 4F: 3 clusters Score -1909842 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1910281.250000 Penalty: 3068.059082
	Iteration 5F: 3 clusters Score -1910281 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1910789.875000 Penalty: 3068.059082
	Iteration 6F: 3 clusters Score -1910790 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1911339.375000 Penalty: 3068.059082
	Iteration 7F: 3 clusters Score -1911339 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1911879.000000 Penalty: 3068.059082
	Iteration 8F: 3 clusters Score -1911879 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1912324.125000 Penalty: 3068.059082
	Iteration 9Q: 3 clusters Score -1912324 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1912680.000000 Penalty: 3068.059082
	Iteration 10Q: 3 clusters Score -1912680 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1912906.375000 Penalty: 3068.059082
	Iteration 11Q: 3 clusters Score -1912906 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1913034.000000 Penalty: 3068.059082
	Iteration 12Q: 3 clusters Score -1913034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1913105.125000 Penalty: 3068.059082
	Iteration 13Q: 3 clusters Score -1913105 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1913140.875000 Penalty: 3068.059082
	Iteration 14Q: 3 clusters Score -1913141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1913167.750000 Penalty: 3068.059082
	Iteration 15Q: 3 clusters Score -1913168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1913184.125000 Penalty: 3068.059082
	Iteration 16Q: 3 clusters Score -1913184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1913191.000000 Penalty: 3068.059082
	Iteration 17Q: 3 clusters Score -1913191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1913194.500000 Penalty: 3068.059082
	Iteration 18Q: 3 clusters Score -1913194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1913197.625000 Penalty: 3068.059082
	Iteration 19Q: 3 clusters Score -1913198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1913202.000000 Penalty: 3068.059082
	Iteration 20F: 3 clusters Score -1913202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1913202.125000 Penalty: 3068.059082
	Iteration 21Q: 3 clusters Score -1913202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1913205.375000 Penalty: 3068.059082
	Iteration 22Q: 3 clusters Score -1913205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1913205.000000 Penalty: 3068.059082
	Iteration 23Q: 3 clusters Score -1913205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1913205.000000 Penalty: 3068.059082
	Iteration 24F: 3 clusters Score -1913205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Entering Unmasked Estep 
Score: -212546.281250 Penalty: 1193.201660
	Iteration 0F: 2 clusters Score -212546.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -210754.140625 Penalty: 2386.403320
	Iteration 0F: 3 clusters Score -210754.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -211191.218750 Penalty: 2386.403320
	Iteration 1F: 3 clusters Score -211191.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -211500.968750 Penalty: 2386.403320
	Iteration 2F: 3 clusters Score -211501 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -211933.703125 Penalty: 2386.403320
	Iteration 3F: 3 clusters Score -211933.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -212208.671875 Penalty: 2386.403320
	Iteration 4F: 3 clusters Score -212208.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -212377.203125 Penalty: 2386.403320
	Iteration 5F: 3 clusters Score -212377.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -212455.515625 Penalty: 2386.403320
	Iteration 6Q: 3 clusters Score -212455.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -212497.421875 Penalty: 2386.403320
	Iteration 7Q: 3 clusters Score -212497.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -212524.359375 Penalty: 2386.403320
	Iteration 8Q: 3 clusters Score -212524.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -212533.906250 Penalty: 2386.403320
	Iteration 9Q: 3 clusters Score -212533.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -212535.828125 Penalty: 2386.403320
	Iteration 10Q: 3 clusters Score -212535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -212538.109375 Penalty: 2386.403320
	Iteration 11Q: 3 clusters Score -212538.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -212539.390625 Penalty: 2386.403320
	Iteration 12Q: 3 clusters Score -212539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -212539.734375 Penalty: 2386.403320
	Iteration 13Q: 3 clusters Score -212539.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -212539.734375 Penalty: 2386.403320
	Iteration 14F: 3 clusters Score -212539.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Entering Unmasked Estep 
Score: -2989440.250000 Penalty: 1605.344116
	Iteration 0F: 2 clusters Score -2989440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2976783.250000 Penalty: 3210.688232
	Iteration 0F: 3 clusters Score -2976783 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2981679.000000 Penalty: 3210.688232
	Iteration 1F: 3 clusters Score -2981679 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2982207.500000 Penalty: 3210.688232
	Iteration 2F: 3 clusters Score -2982208 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2982866.250000 Penalty: 3210.688232
	Iteration 3F: 3 clusters Score -2982866 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2983584.750000 Penalty: 3210.688232
	Iteration 4F: 3 clusters Score -2983585 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2984451.250000 Penalty: 3210.688232
	Iteration 5F: 3 clusters Score -2984451 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2985438.750000 Penalty: 3210.688232
	Iteration 6F: 3 clusters Score -2985439 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2986347.250000 Penalty: 3210.688232
	Iteration 7F: 3 clusters Score -2986347 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2987039.500000 Penalty: 3210.688232
	Iteration 8Q: 3 clusters Score -2987040 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2987532.250000 Penalty: 3210.688232
	Iteration 9Q: 3 clusters Score -2987532 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2987825.750000 Penalty: 3210.688232
	Iteration 10Q: 3 clusters Score -2987826 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2987955.000000 Penalty: 3210.688232
	Iteration 11Q: 3 clusters Score -2987955 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2988036.500000 Penalty: 3210.688232
	Iteration 12Q: 3 clusters Score -2988036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2988086.750000 Penalty: 3210.688232
	Iteration 13Q: 3 clusters Score -2988087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2988110.750000 Penalty: 3210.688232
	Iteration 14Q: 3 clusters Score -2988111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2988110.750000 Penalty: 3210.688232
	Iteration 15Q: 3 clusters Score -2988111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2988119.000000 Penalty: 3210.688232
	Iteration 16Q: 3 clusters Score -2988119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2988136.000000 Penalty: 3210.688232
	Iteration 17Q: 3 clusters Score -2988136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2988143.750000 Penalty: 3210.688232
	Iteration 18Q: 3 clusters Score -2988144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2988146.500000 Penalty: 3210.688232
	Iteration 19Q: 3 clusters Score -2988146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2988151.500000 Penalty: 3210.688232
	Iteration 20F: 3 clusters Score -2988152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2988154.750000 Penalty: 3210.688232
	Iteration 21Q: 3 clusters Score -2988155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2988156.000000 Penalty: 3210.688232
	Iteration 22Q: 3 clusters Score -2988156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2988159.500000 Penalty: 3210.688232
	Iteration 23Q: 3 clusters Score -2988160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2988156.750000 Penalty: 3210.688232
	Iteration 24Q: 3 clusters Score -2988157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2988157.750000 Penalty: 3210.688232
	Iteration 25Q: 3 clusters Score -2988158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2988158.500000 Penalty: 3210.688232
	Iteration 26Q: 3 clusters Score -2988158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2988158.500000 Penalty: 3210.688232
	Iteration 27F: 3 clusters Score -2988158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Entering Unmasked Estep 
Score: -150399.906250 Penalty: 1126.046509
	Iteration 0F: 2 clusters Score -150399.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -148960.906250 Penalty: 2252.093018
	Iteration 0F: 3 clusters Score -148960.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -149183.968750 Penalty: 2252.093018
	Iteration 1F: 3 clusters Score -149184 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -149272.234375 Penalty: 2252.093018
	Iteration 2F: 3 clusters Score -149272.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -149303.000000 Penalty: 2252.093018
	Iteration 3Q: 3 clusters Score -149303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -149315.203125 Penalty: 2252.093018
	Iteration 4Q: 3 clusters Score -149315.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -149324.953125 Penalty: 2252.093018
	Iteration 5Q: 3 clusters Score -149325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -149337.984375 Penalty: 2252.093018
	Iteration 6Q: 3 clusters Score -149338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -149347.468750 Penalty: 2252.093018
	Iteration 7Q: 3 clusters Score -149347.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -149350.843750 Penalty: 2252.093018
	Iteration 8Q: 3 clusters Score -149350.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -149353.656250 Penalty: 2252.093018
	Iteration 9Q: 3 clusters Score -149353.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -149354.125000 Penalty: 2252.093018
	Iteration 10Q: 3 clusters Score -149354.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -149354.765625 Penalty: 2252.093018
	Iteration 11Q: 3 clusters Score -149354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -149355.187500 Penalty: 2252.093018
	Iteration 12Q: 3 clusters Score -149355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -149356.296875 Penalty: 2252.093018
	Iteration 13Q: 3 clusters Score -149356.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -149357.921875 Penalty: 2252.093018
	Iteration 14Q: 3 clusters Score -149357.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -149357.921875 Penalty: 2252.093018
	Iteration 15F: 3 clusters Score -149357.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Entering Unmasked Estep 
Score: -2994028.250000 Penalty: 1605.768311
	Iteration 0F: 2 clusters Score -2994028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2981781.500000 Penalty: 3211.536621
	Iteration 0F: 3 clusters Score -2981782 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2986575.750000 Penalty: 3211.536621
	Iteration 1F: 3 clusters Score -2986576 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2986932.500000 Penalty: 3211.536621
	Iteration 2F: 3 clusters Score -2986932 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2987268.500000 Penalty: 3211.536621
	Iteration 3Q: 3 clusters Score -2987268 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2987537.250000 Penalty: 3211.536621
	Iteration 4Q: 3 clusters Score -2987537 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2987861.250000 Penalty: 3211.536621
	Iteration 5Q: 3 clusters Score -2987861 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2988134.250000 Penalty: 3211.536621
	Iteration 6Q: 3 clusters Score -2988134 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2988437.750000 Penalty: 3211.536621
	Iteration 7Q: 3 clusters Score -2988438 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2988744.750000 Penalty: 3211.536621
	Iteration 8Q: 3 clusters Score -2988745 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2989080.750000 Penalty: 3211.536621
	Iteration 9Q: 3 clusters Score -2989081 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2989450.750000 Penalty: 3211.536621
	Iteration 10Q: 3 clusters Score -2989451 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2989855.000000 Penalty: 3211.536621
	Iteration 11Q: 3 clusters Score -2989855 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2990237.000000 Penalty: 3211.536621
	Iteration 12Q: 3 clusters Score -2990237 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2990499.500000 Penalty: 3211.536621
	Iteration 13Q: 3 clusters Score -2990500 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2990634.000000 Penalty: 3211.536621
	Iteration 14Q: 3 clusters Score -2990634 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2990719.500000 Penalty: 3211.536621
	Iteration 15Q: 3 clusters Score -2990720 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2990758.000000 Penalty: 3211.536621
	Iteration 16Q: 3 clusters Score -2990758 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2990787.750000 Penalty: 3211.536621
	Iteration 17Q: 3 clusters Score -2990788 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2990817.750000 Penalty: 3211.536621
	Iteration 18Q: 3 clusters Score -2990818 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2990837.500000 Penalty: 3211.536621
	Iteration 19Q: 3 clusters Score -2990838 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2990857.000000 Penalty: 3211.536621
	Iteration 20F: 3 clusters Score -2990857 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2990875.250000 Penalty: 3211.536621
	Iteration 21Q: 3 clusters Score -2990875 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2990895.750000 Penalty: 3211.536621
	Iteration 22Q: 3 clusters Score -2990896 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2990914.500000 Penalty: 3211.536621
	Iteration 23Q: 3 clusters Score -2990914 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2990937.750000 Penalty: 3211.536621
	Iteration 24Q: 3 clusters Score -2990938 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2990961.250000 Penalty: 3211.536621
	Iteration 25Q: 3 clusters Score -2990961 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2990972.250000 Penalty: 3211.536621
	Iteration 26Q: 3 clusters Score -2990972 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2990994.250000 Penalty: 3211.536621
	Iteration 27Q: 3 clusters Score -2990994 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2991008.250000 Penalty: 3211.536621
	Iteration 28Q: 3 clusters Score -2991008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2991015.500000 Penalty: 3211.536621
	Iteration 29Q: 3 clusters Score -2991016 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2991017.250000 Penalty: 3211.536621
	Iteration 30Q: 3 clusters Score -2991017 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2991022.000000 Penalty: 3211.536621
	Iteration 31Q: 3 clusters Score -2991022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2991033.250000 Penalty: 3211.536621
	Iteration 32Q: 3 clusters Score -2991033 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2991035.250000 Penalty: 3211.536621
	Iteration 33Q: 3 clusters Score -2991035 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2991049.250000 Penalty: 3211.536621
	Iteration 34Q: 3 clusters Score -2991049 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2991056.500000 Penalty: 3211.536621
	Iteration 35Q: 3 clusters Score -2991056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2991074.000000 Penalty: 3211.536621
	Iteration 36Q: 3 clusters Score -2991074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2991075.750000 Penalty: 3211.536621
	Iteration 37Q: 3 clusters Score -2991076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2991094.750000 Penalty: 3211.536621
	Iteration 38Q: 3 clusters Score -2991095 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2991100.000000 Penalty: 3211.536621
	Iteration 39Q: 3 clusters Score -2991100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2991112.250000 Penalty: 3211.536621
	Iteration 40F: 3 clusters Score -2991112 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2991116.000000 Penalty: 3211.536621
	Iteration 41Q: 3 clusters Score -2991116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2991120.000000 Penalty: 3211.536621
	Iteration 42Q: 3 clusters Score -2991120 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2991131.250000 Penalty: 3211.536621
	Iteration 43Q: 3 clusters Score -2991131 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2991143.250000 Penalty: 3211.536621
	Iteration 44Q: 3 clusters Score -2991143 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2991169.250000 Penalty: 3211.536621
	Iteration 45Q: 3 clusters Score -2991169 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2991180.750000 Penalty: 3211.536621
	Iteration 46Q: 3 clusters Score -2991181 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2991189.500000 Penalty: 3211.536621
	Iteration 47Q: 3 clusters Score -2991190 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2991200.000000 Penalty: 3211.536621
	Iteration 48Q: 3 clusters Score -2991200 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2991206.500000 Penalty: 3211.536621
	Iteration 49Q: 3 clusters Score -2991206 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2991211.250000 Penalty: 3211.536621
	Iteration 50Q: 3 clusters Score -2991211 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2991221.000000 Penalty: 3211.536621
	Iteration 51Q: 3 clusters Score -2991221 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2991223.250000 Penalty: 3211.536621
	Iteration 52Q: 3 clusters Score -2991223 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2991230.250000 Penalty: 3211.536621
	Iteration 53Q: 3 clusters Score -2991230 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2991237.750000 Penalty: 3211.536621
	Iteration 54Q: 3 clusters Score -2991238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2991241.000000 Penalty: 3211.536621
	Iteration 55Q: 3 clusters Score -2991241 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2991257.250000 Penalty: 3211.536621
	Iteration 56Q: 3 clusters Score -2991257 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2991270.500000 Penalty: 3211.536621
	Iteration 57Q: 3 clusters Score -2991270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2991276.500000 Penalty: 3211.536621
	Iteration 58Q: 3 clusters Score -2991276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2991274.250000 Penalty: 3211.536621
	Iteration 59Q: 3 clusters Score -2991274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2991273.250000 Penalty: 3211.536621
	Iteration 60F: 3 clusters Score -2991273 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2991277.500000 Penalty: 3211.536621
	Iteration 61Q: 3 clusters Score -2991278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2991272.000000 Penalty: 3211.536621
	Iteration 62Q: 3 clusters Score -2991272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2991290.000000 Penalty: 3211.536621
	Iteration 63Q: 3 clusters Score -2991290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2991296.500000 Penalty: 3211.536621
	Iteration 64Q: 3 clusters Score -2991296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2991299.250000 Penalty: 3211.536621
	Iteration 65Q: 3 clusters Score -2991299 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2991292.750000 Penalty: 3211.536621
	Iteration 66Q: 3 clusters Score -2991293 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2991309.750000 Penalty: 3211.536621
	Iteration 67Q: 3 clusters Score -2991310 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2991326.500000 Penalty: 3211.536621
	Iteration 68Q: 3 clusters Score -2991326 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2991344.250000 Penalty: 3211.536621
	Iteration 69Q: 3 clusters Score -2991344 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2991363.500000 Penalty: 3211.536621
	Iteration 70Q: 3 clusters Score -2991364 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2991373.750000 Penalty: 3211.536621
	Iteration 71Q: 3 clusters Score -2991374 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2991390.500000 Penalty: 3211.536621
	Iteration 72Q: 3 clusters Score -2991390 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2991420.000000 Penalty: 3211.536621
	Iteration 73Q: 3 clusters Score -2991420 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2991427.000000 Penalty: 3211.536621
	Iteration 74Q: 3 clusters Score -2991427 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2991431.000000 Penalty: 3211.536621
	Iteration 75Q: 3 clusters Score -2991431 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2991452.250000 Penalty: 3211.536621
	Iteration 76Q: 3 clusters Score -2991452 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2991474.250000 Penalty: 3211.536621
	Iteration 77Q: 3 clusters Score -2991474 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2991510.000000 Penalty: 3211.536621
	Iteration 78Q: 3 clusters Score -2991510 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2991520.250000 Penalty: 3211.536621
	Iteration 79Q: 3 clusters Score -2991520 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2991547.250000 Penalty: 3211.536621
	Iteration 80F: 3 clusters Score -2991547 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2991585.000000 Penalty: 3211.536621
	Iteration 81Q: 3 clusters Score -2991585 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2991627.000000 Penalty: 3211.536621
	Iteration 82Q: 3 clusters Score -2991627 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2991654.250000 Penalty: 3211.536621
	Iteration 83Q: 3 clusters Score -2991654 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2991681.500000 Penalty: 3211.536621
	Iteration 84Q: 3 clusters Score -2991682 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2991705.250000 Penalty: 3211.536621
	Iteration 85Q: 3 clusters Score -2991705 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2991742.000000 Penalty: 3211.536621
	Iteration 86Q: 3 clusters Score -2991742 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2991759.750000 Penalty: 3211.536621
	Iteration 87Q: 3 clusters Score -2991760 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2991775.000000 Penalty: 3211.536621
	Iteration 88Q: 3 clusters Score -2991775 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2991808.250000 Penalty: 3211.536621
	Iteration 89Q: 3 clusters Score -2991808 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2991825.250000 Penalty: 3211.536621
	Iteration 90Q: 3 clusters Score -2991825 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2991849.250000 Penalty: 3211.536621
	Iteration 91Q: 3 clusters Score -2991849 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2991876.250000 Penalty: 3211.536621
	Iteration 92Q: 3 clusters Score -2991876 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2991887.000000 Penalty: 3211.536621
	Iteration 93Q: 3 clusters Score -2991887 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2991902.000000 Penalty: 3211.536621
	Iteration 94Q: 3 clusters Score -2991902 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2991931.750000 Penalty: 3211.536621
	Iteration 95Q: 3 clusters Score -2991932 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2991952.750000 Penalty: 3211.536621
	Iteration 96Q: 3 clusters Score -2991953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2991974.000000 Penalty: 3211.536621
	Iteration 97Q: 3 clusters Score -2991974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2991986.500000 Penalty: 3211.536621
	Iteration 98Q: 3 clusters Score -2991986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2991998.250000 Penalty: 3211.536621
	Iteration 99Q: 3 clusters Score -2991998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2992021.750000 Penalty: 3211.536621
	Iteration 100F: 3 clusters Score -2992022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2992043.250000 Penalty: 3211.536621
	Iteration 101Q: 3 clusters Score -2992043 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2992061.250000 Penalty: 3211.536621
	Iteration 102Q: 3 clusters Score -2992061 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2992082.500000 Penalty: 3211.536621
	Iteration 103Q: 3 clusters Score -2992082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2992103.000000 Penalty: 3211.536621
	Iteration 104Q: 3 clusters Score -2992103 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2992120.500000 Penalty: 3211.536621
	Iteration 105Q: 3 clusters Score -2992120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2992139.500000 Penalty: 3211.536621
	Iteration 106Q: 3 clusters Score -2992140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2992162.250000 Penalty: 3211.536621
	Iteration 107Q: 3 clusters Score -2992162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2992171.000000 Penalty: 3211.536621
	Iteration 108Q: 3 clusters Score -2992171 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2992197.250000 Penalty: 3211.536621
	Iteration 109Q: 3 clusters Score -2992197 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2992227.500000 Penalty: 3211.536621
	Iteration 110Q: 3 clusters Score -2992228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2992244.750000 Penalty: 3211.536621
	Iteration 111Q: 3 clusters Score -2992245 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2992283.500000 Penalty: 3211.536621
	Iteration 112Q: 3 clusters Score -2992284 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2992309.000000 Penalty: 3211.536621
	Iteration 113Q: 3 clusters Score -2992309 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2992343.500000 Penalty: 3211.536621
	Iteration 114Q: 3 clusters Score -2992344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2992367.750000 Penalty: 3211.536621
	Iteration 115Q: 3 clusters Score -2992368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2992400.500000 Penalty: 3211.536621
	Iteration 116Q: 3 clusters Score -2992400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2992432.000000 Penalty: 3211.536621
	Iteration 117Q: 3 clusters Score -2992432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2992454.500000 Penalty: 3211.536621
	Iteration 118Q: 3 clusters Score -2992454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2992471.000000 Penalty: 3211.536621
	Iteration 119Q: 3 clusters Score -2992471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2992486.750000 Penalty: 3211.536621
	Iteration 120F: 3 clusters Score -2992487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2992497.500000 Penalty: 3211.536621
	Iteration 121Q: 3 clusters Score -2992498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2992516.750000 Penalty: 3211.536621
	Iteration 122Q: 3 clusters Score -2992517 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2992517.250000 Penalty: 3211.536621
	Iteration 123Q: 3 clusters Score -2992517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2992539.250000 Penalty: 3211.536621
	Iteration 124Q: 3 clusters Score -2992539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2992549.500000 Penalty: 3211.536621
	Iteration 125Q: 3 clusters Score -2992550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2992560.500000 Penalty: 3211.536621
	Iteration 126Q: 3 clusters Score -2992560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2992565.500000 Penalty: 3211.536621
	Iteration 127Q: 3 clusters Score -2992566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2992570.250000 Penalty: 3211.536621
	Iteration 128Q: 3 clusters Score -2992570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2992573.750000 Penalty: 3211.536621
	Iteration 129Q: 3 clusters Score -2992574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2992577.000000 Penalty: 3211.536621
	Iteration 130Q: 3 clusters Score -2992577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2992580.250000 Penalty: 3211.536621
	Iteration 131Q: 3 clusters Score -2992580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2992587.750000 Penalty: 3211.536621
	Iteration 132Q: 3 clusters Score -2992588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2992589.000000 Penalty: 3211.536621
	Iteration 133Q: 3 clusters Score -2992589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2992596.000000 Penalty: 3211.536621
	Iteration 134Q: 3 clusters Score -2992596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2992606.500000 Penalty: 3211.536621
	Iteration 135Q: 3 clusters Score -2992606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2992615.000000 Penalty: 3211.536621
	Iteration 136Q: 3 clusters Score -2992615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2992620.750000 Penalty: 3211.536621
	Iteration 137Q: 3 clusters Score -2992621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2992624.500000 Penalty: 3211.536621
	Iteration 138Q: 3 clusters Score -2992624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2992624.750000 Penalty: 3211.536621
	Iteration 139Q: 3 clusters Score -2992625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2992627.000000 Penalty: 3211.536621
	Iteration 140F: 3 clusters Score -2992627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2992635.500000 Penalty: 3211.536621
	Iteration 141Q: 3 clusters Score -2992636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2992647.250000 Penalty: 3211.536621
	Iteration 142Q: 3 clusters Score -2992647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2992645.750000 Penalty: 3211.536621
	Iteration 143Q: 3 clusters Score -2992646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2992659.000000 Penalty: 3211.536621
	Iteration 144Q: 3 clusters Score -2992659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2992658.750000 Penalty: 3211.536621
	Iteration 145Q: 3 clusters Score -2992659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2992666.750000 Penalty: 3211.536621
	Iteration 146Q: 3 clusters Score -2992667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2992672.500000 Penalty: 3211.536621
	Iteration 147Q: 3 clusters Score -2992672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2992675.250000 Penalty: 3211.536621
	Iteration 148Q: 3 clusters Score -2992675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2992680.500000 Penalty: 3211.536621
	Iteration 149Q: 3 clusters Score -2992680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2992681.750000 Penalty: 3211.536621
	Iteration 150Q: 3 clusters Score -2992682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2992680.000000 Penalty: 3211.536621
	Iteration 151Q: 3 clusters Score -2992680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2992680.500000 Penalty: 3211.536621
	Iteration 152Q: 3 clusters Score -2992680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2992685.500000 Penalty: 3211.536621
	Iteration 153Q: 3 clusters Score -2992686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2992690.250000 Penalty: 3211.536621
	Iteration 154Q: 3 clusters Score -2992690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2992686.250000 Penalty: 3211.536621
	Iteration 155Q: 3 clusters Score -2992686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2992694.500000 Penalty: 3211.536621
	Iteration 156Q: 3 clusters Score -2992694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2992693.750000 Penalty: 3211.536621
	Iteration 157Q: 3 clusters Score -2992694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2992692.750000 Penalty: 3211.536621
	Iteration 158Q: 3 clusters Score -2992693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2992693.500000 Penalty: 3211.536621
	Iteration 159Q: 3 clusters Score -2992694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2992693.250000 Penalty: 3211.536621
	Iteration 160F: 3 clusters Score -2992693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2992693.750000 Penalty: 3211.536621
	Iteration 161Q: 3 clusters Score -2992694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2992692.500000 Penalty: 3211.536621
	Iteration 162Q: 3 clusters Score -2992692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2992690.250000 Penalty: 3211.536621
	Iteration 163Q: 3 clusters Score -2992690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2992689.750000 Penalty: 3211.536621
	Iteration 164Q: 3 clusters Score -2992690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2992698.000000 Penalty: 3211.536621
	Iteration 165Q: 3 clusters Score -2992698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2992695.750000 Penalty: 3211.536621
	Iteration 166Q: 3 clusters Score -2992696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2992696.500000 Penalty: 3211.536621
	Iteration 167Q: 3 clusters Score -2992696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2992696.500000 Penalty: 3211.536621
	Iteration 168Q: 3 clusters Score -2992696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2992696.500000 Penalty: 3211.536621
	Iteration 169F: 3 clusters Score -2992696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -214350.453125 Penalty: 1197.764771
	Iteration 0F: 2 clusters Score -214350.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -212503.734375 Penalty: 2395.529541
	Iteration 0F: 3 clusters Score -212503.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -212930.140625 Penalty: 2395.529541
	Iteration 1F: 3 clusters Score -212930.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -213078.234375 Penalty: 2395.529541
	Iteration 2F: 3 clusters Score -213078.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -213182.296875 Penalty: 2395.529541
	Iteration 3F: 3 clusters Score -213182.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -213264.140625 Penalty: 2395.529541
	Iteration 4Q: 3 clusters Score -213264.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -213323.093750 Penalty: 2395.529541
	Iteration 5Q: 3 clusters Score -213323.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -213373.078125 Penalty: 2395.529541
	Iteration 6Q: 3 clusters Score -213373.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -213416.843750 Penalty: 2395.529541
	Iteration 7Q: 3 clusters Score -213416.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -213460.015625 Penalty: 2395.529541
	Iteration 8Q: 3 clusters Score -213460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -213491.703125 Penalty: 2395.529541
	Iteration 9Q: 3 clusters Score -213491.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -213512.625000 Penalty: 2395.529541
	Iteration 10Q: 3 clusters Score -213512.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -213531.156250 Penalty: 2395.529541
	Iteration 11Q: 3 clusters Score -213531.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -213543.500000 Penalty: 2395.529541
	Iteration 12Q: 3 clusters Score -213543.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -213549.593750 Penalty: 2395.529541
	Iteration 13Q: 3 clusters Score -213549.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -213553.093750 Penalty: 2395.529541
	Iteration 14Q: 3 clusters Score -213553.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -213555.343750 Penalty: 2395.529541
	Iteration 15Q: 3 clusters Score -213555.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -213556.171875 Penalty: 2395.529541
	Iteration 16Q: 3 clusters Score -213556.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -213556.171875 Penalty: 2395.529541
	Iteration 17F: 3 clusters Score -213556.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Entering Unmasked Estep 
Score: -1184482.750000 Penalty: 1466.401733
	Iteration 0F: 2 clusters Score -1184483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1178455.000000 Penalty: 2932.803467
	Iteration 0F: 3 clusters Score -1178455 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1180364.125000 Penalty: 2932.803467
	Iteration 1F: 3 clusters Score -1180364 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1180568.625000 Penalty: 2932.803467
	Iteration 2F: 3 clusters Score -1180569 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1180697.500000 Penalty: 2932.803467
	Iteration 3Q: 3 clusters Score -1180698 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1180790.625000 Penalty: 2932.803467
	Iteration 4Q: 3 clusters Score -1180791 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1180870.875000 Penalty: 2932.803467
	Iteration 5Q: 3 clusters Score -1180871 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1180935.875000 Penalty: 2932.803467
	Iteration 6Q: 3 clusters Score -1180936 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1181000.375000 Penalty: 2932.803467
	Iteration 7Q: 3 clusters Score -1181000 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1181066.625000 Penalty: 2932.803467
	Iteration 8Q: 3 clusters Score -1181067 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1181135.250000 Penalty: 2932.803467
	Iteration 9Q: 3 clusters Score -1181135 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1181207.375000 Penalty: 2932.803467
	Iteration 10Q: 3 clusters Score -1181207 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1181278.125000 Penalty: 2932.803467
	Iteration 11Q: 3 clusters Score -1181278 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1181371.750000 Penalty: 2932.803467
	Iteration 12Q: 3 clusters Score -1181372 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1181494.875000 Penalty: 2932.803467
	Iteration 13Q: 3 clusters Score -1181495 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1181681.625000 Penalty: 2932.803467
	Iteration 14Q: 3 clusters Score -1181682 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1181904.500000 Penalty: 2932.803467
	Iteration 15Q: 3 clusters Score -1181904 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1182174.750000 Penalty: 2932.803467
	Iteration 16Q: 3 clusters Score -1182175 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1182481.625000 Penalty: 2932.803467
	Iteration 17Q: 3 clusters Score -1182482 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1182734.125000 Penalty: 2932.803467
	Iteration 18Q: 3 clusters Score -1182734 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1182952.500000 Penalty: 2932.803467
	Iteration 19Q: 3 clusters Score -1182952 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1183105.625000 Penalty: 2932.803467
	Iteration 20F: 3 clusters Score -1183106 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1183208.375000 Penalty: 2932.803467
	Iteration 21Q: 3 clusters Score -1183208 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1183284.875000 Penalty: 2932.803467
	Iteration 22Q: 3 clusters Score -1183285 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1183363.875000 Penalty: 2932.803467
	Iteration 23Q: 3 clusters Score -1183364 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1183428.625000 Penalty: 2932.803467
	Iteration 24Q: 3 clusters Score -1183429 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1183482.750000 Penalty: 2932.803467
	Iteration 25Q: 3 clusters Score -1183483 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1183513.125000 Penalty: 2932.803467
	Iteration 26Q: 3 clusters Score -1183513 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1183535.625000 Penalty: 2932.803467
	Iteration 27Q: 3 clusters Score -1183536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1183558.625000 Penalty: 2932.803467
	Iteration 28Q: 3 clusters Score -1183559 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1183575.375000 Penalty: 2932.803467
	Iteration 29Q: 3 clusters Score -1183575 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1183591.500000 Penalty: 2932.803467
	Iteration 30Q: 3 clusters Score -1183592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1183606.000000 Penalty: 2932.803467
	Iteration 31Q: 3 clusters Score -1183606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1183616.500000 Penalty: 2932.803467
	Iteration 32Q: 3 clusters Score -1183616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1183625.125000 Penalty: 2932.803467
	Iteration 33Q: 3 clusters Score -1183625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1183632.750000 Penalty: 2932.803467
	Iteration 34Q: 3 clusters Score -1183633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1183634.375000 Penalty: 2932.803467
	Iteration 35Q: 3 clusters Score -1183634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1183633.625000 Penalty: 2932.803467
	Iteration 36Q: 3 clusters Score -1183634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1183640.125000 Penalty: 2932.803467
	Iteration 37Q: 3 clusters Score -1183640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1183642.625000 Penalty: 2932.803467
	Iteration 38Q: 3 clusters Score -1183643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1183642.875000 Penalty: 2932.803467
	Iteration 39Q: 3 clusters Score -1183643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1183642.875000 Penalty: 2932.803467
	Iteration 40F: 3 clusters Score -1183643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1183644.250000 Penalty: 2932.803467
	Iteration 41Q: 3 clusters Score -1183644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1183646.750000 Penalty: 2932.803467
	Iteration 42Q: 3 clusters Score -1183647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1183646.875000 Penalty: 2932.803467
	Iteration 43Q: 3 clusters Score -1183647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1183646.250000 Penalty: 2932.803467
	Iteration 44Q: 3 clusters Score -1183646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1183648.125000 Penalty: 2932.803467
	Iteration 45Q: 3 clusters Score -1183648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1183647.000000 Penalty: 2932.803467
	Iteration 46Q: 3 clusters Score -1183647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1183647.875000 Penalty: 2932.803467
	Iteration 47Q: 3 clusters Score -1183648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1183647.875000 Penalty: 2932.803467
	Iteration 48Q: 3 clusters Score -1183648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1183646.375000 Penalty: 2932.803467
	Iteration 49Q: 3 clusters Score -1183646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1183647.625000 Penalty: 2932.803467
	Iteration 50Q: 3 clusters Score -1183648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1183646.625000 Penalty: 2932.803467
	Iteration 51Q: 3 clusters Score -1183647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1183645.000000 Penalty: 2932.803467
	Iteration 52Q: 3 clusters Score -1183645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1183647.375000 Penalty: 2932.803467
	Iteration 53Q: 3 clusters Score -1183647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1183647.000000 Penalty: 2932.803467
	Iteration 54Q: 3 clusters Score -1183647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1183648.125000 Penalty: 2932.803467
	Iteration 55Q: 3 clusters Score -1183648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1183648.750000 Penalty: 2932.803467
	Iteration 56Q: 3 clusters Score -1183649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1183649.875000 Penalty: 2932.803467
	Iteration 57Q: 3 clusters Score -1183650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1183650.750000 Penalty: 2932.803467
	Iteration 58Q: 3 clusters Score -1183651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1183651.375000 Penalty: 2932.803467
	Iteration 59Q: 3 clusters Score -1183651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1183650.250000 Penalty: 2932.803467
	Iteration 60F: 3 clusters Score -1183650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1183655.125000 Penalty: 2932.803467
	Iteration 61Q: 3 clusters Score -1183655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1183653.750000 Penalty: 2932.803467
	Iteration 62Q: 3 clusters Score -1183654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1183654.500000 Penalty: 2932.803467
	Iteration 63Q: 3 clusters Score -1183654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1183656.375000 Penalty: 2932.803467
	Iteration 64Q: 3 clusters Score -1183656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1183658.125000 Penalty: 2932.803467
	Iteration 65Q: 3 clusters Score -1183658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1183655.375000 Penalty: 2932.803467
	Iteration 66Q: 3 clusters Score -1183655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1183658.000000 Penalty: 2932.803467
	Iteration 67Q: 3 clusters Score -1183658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1183660.875000 Penalty: 2932.803467
	Iteration 68Q: 3 clusters Score -1183661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1183665.375000 Penalty: 2932.803467
	Iteration 69Q: 3 clusters Score -1183665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1183665.750000 Penalty: 2932.803467
	Iteration 70Q: 3 clusters Score -1183666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1183666.625000 Penalty: 2932.803467
	Iteration 71Q: 3 clusters Score -1183667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1183665.875000 Penalty: 2932.803467
	Iteration 72Q: 3 clusters Score -1183666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1183667.875000 Penalty: 2932.803467
	Iteration 73Q: 3 clusters Score -1183668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1183671.000000 Penalty: 2932.803467
	Iteration 74Q: 3 clusters Score -1183671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1183675.375000 Penalty: 2932.803467
	Iteration 75Q: 3 clusters Score -1183675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1183674.750000 Penalty: 2932.803467
	Iteration 76Q: 3 clusters Score -1183675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1183676.125000 Penalty: 2932.803467
	Iteration 77Q: 3 clusters Score -1183676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1183680.500000 Penalty: 2932.803467
	Iteration 78Q: 3 clusters Score -1183680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1183685.875000 Penalty: 2932.803467
	Iteration 79Q: 3 clusters Score -1183686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1183687.500000 Penalty: 2932.803467
	Iteration 80F: 3 clusters Score -1183688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1183691.250000 Penalty: 2932.803467
	Iteration 81Q: 3 clusters Score -1183691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1183694.875000 Penalty: 2932.803467
	Iteration 82Q: 3 clusters Score -1183695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1183700.625000 Penalty: 2932.803467
	Iteration 83Q: 3 clusters Score -1183701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1183706.375000 Penalty: 2932.803467
	Iteration 84Q: 3 clusters Score -1183706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1183709.625000 Penalty: 2932.803467
	Iteration 85Q: 3 clusters Score -1183710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1183713.625000 Penalty: 2932.803467
	Iteration 86Q: 3 clusters Score -1183714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1183712.625000 Penalty: 2932.803467
	Iteration 87Q: 3 clusters Score -1183713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1183717.625000 Penalty: 2932.803467
	Iteration 88Q: 3 clusters Score -1183718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1183722.375000 Penalty: 2932.803467
	Iteration 89Q: 3 clusters Score -1183722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1183727.000000 Penalty: 2932.803467
	Iteration 90Q: 3 clusters Score -1183727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1183729.000000 Penalty: 2932.803467
	Iteration 91Q: 3 clusters Score -1183729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1183732.000000 Penalty: 2932.803467
	Iteration 92Q: 3 clusters Score -1183732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1183734.500000 Penalty: 2932.803467
	Iteration 93Q: 3 clusters Score -1183734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1183741.500000 Penalty: 2932.803467
	Iteration 94Q: 3 clusters Score -1183742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1183750.375000 Penalty: 2932.803467
	Iteration 95Q: 3 clusters Score -1183750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1183757.875000 Penalty: 2932.803467
	Iteration 96Q: 3 clusters Score -1183758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1183760.625000 Penalty: 2932.803467
	Iteration 97Q: 3 clusters Score -1183761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1183762.375000 Penalty: 2932.803467
	Iteration 98Q: 3 clusters Score -1183762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1183764.000000 Penalty: 2932.803467
	Iteration 99Q: 3 clusters Score -1183764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1183766.875000 Penalty: 2932.803467
	Iteration 100F: 3 clusters Score -1183767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1183771.500000 Penalty: 2932.803467
	Iteration 101Q: 3 clusters Score -1183772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1183770.500000 Penalty: 2932.803467
	Iteration 102Q: 3 clusters Score -1183770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1183770.500000 Penalty: 2932.803467
	Iteration 103Q: 3 clusters Score -1183770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1183773.625000 Penalty: 2932.803467
	Iteration 104Q: 3 clusters Score -1183774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1183772.625000 Penalty: 2932.803467
	Iteration 105Q: 3 clusters Score -1183773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1183774.625000 Penalty: 2932.803467
	Iteration 106Q: 3 clusters Score -1183775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1183774.875000 Penalty: 2932.803467
	Iteration 107Q: 3 clusters Score -1183775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1183776.125000 Penalty: 2932.803467
	Iteration 108Q: 3 clusters Score -1183776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1183775.750000 Penalty: 2932.803467
	Iteration 109Q: 3 clusters Score -1183776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1183776.000000 Penalty: 2932.803467
	Iteration 110Q: 3 clusters Score -1183776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1183776.000000 Penalty: 2932.803467
	Iteration 111F: 3 clusters Score -1183776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Entering Unmasked Estep 
Score: -535478.000000 Penalty: 1346.026733
	Iteration 0F: 2 clusters Score -535478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -532158.937500 Penalty: 2692.053467
	Iteration 0F: 3 clusters Score -532158.9 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -533094.562500 Penalty: 2692.053467
	Iteration 1F: 3 clusters Score -533094.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -533392.062500 Penalty: 2692.053467
	Iteration 2F: 3 clusters Score -533392.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -533673.875000 Penalty: 2692.053467
	Iteration 3F: 3 clusters Score -533673.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -533899.812500 Penalty: 2692.053467
	Iteration 4F: 3 clusters Score -533899.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -534042.125000 Penalty: 2692.053467
	Iteration 5F: 3 clusters Score -534042.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -534144.062500 Penalty: 2692.053467
	Iteration 6Q: 3 clusters Score -534144.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -534213.750000 Penalty: 2692.053467
	Iteration 7Q: 3 clusters Score -534213.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -534263.875000 Penalty: 2692.053467
	Iteration 8Q: 3 clusters Score -534263.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -534295.562500 Penalty: 2692.053467
	Iteration 9Q: 3 clusters Score -534295.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -534317.562500 Penalty: 2692.053467
	Iteration 10Q: 3 clusters Score -534317.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -534337.812500 Penalty: 2692.053467
	Iteration 11Q: 3 clusters Score -534337.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -534367.250000 Penalty: 2692.053467
	Iteration 12Q: 3 clusters Score -534367.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -534389.312500 Penalty: 2692.053467
	Iteration 13Q: 3 clusters Score -534389.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -534406.625000 Penalty: 2692.053467
	Iteration 14Q: 3 clusters Score -534406.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -534421.062500 Penalty: 2692.053467
	Iteration 15Q: 3 clusters Score -534421.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -534430.875000 Penalty: 2692.053467
	Iteration 16Q: 3 clusters Score -534430.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -534444.937500 Penalty: 2692.053467
	Iteration 17Q: 3 clusters Score -534444.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -534456.375000 Penalty: 2692.053467
	Iteration 18Q: 3 clusters Score -534456.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -534466.250000 Penalty: 2692.053467
	Iteration 19Q: 3 clusters Score -534466.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -534479.937500 Penalty: 2692.053467
	Iteration 20F: 3 clusters Score -534479.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -534492.687500 Penalty: 2692.053467
	Iteration 21Q: 3 clusters Score -534492.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -534507.437500 Penalty: 2692.053467
	Iteration 22Q: 3 clusters Score -534507.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -534526.625000 Penalty: 2692.053467
	Iteration 23Q: 3 clusters Score -534526.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -534538.687500 Penalty: 2692.053467
	Iteration 24Q: 3 clusters Score -534538.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -534550.687500 Penalty: 2692.053467
	Iteration 25Q: 3 clusters Score -534550.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -534557.687500 Penalty: 2692.053467
	Iteration 26Q: 3 clusters Score -534557.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -534564.375000 Penalty: 2692.053467
	Iteration 27Q: 3 clusters Score -534564.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -534575.125000 Penalty: 2692.053467
	Iteration 28Q: 3 clusters Score -534575.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -534589.187500 Penalty: 2692.053467
	Iteration 29Q: 3 clusters Score -534589.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -534617.687500 Penalty: 2692.053467
	Iteration 30Q: 3 clusters Score -534617.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -534639.062500 Penalty: 2692.053467
	Iteration 31Q: 3 clusters Score -534639.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -534657.750000 Penalty: 2692.053467
	Iteration 32Q: 3 clusters Score -534657.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -534675.562500 Penalty: 2692.053467
	Iteration 33Q: 3 clusters Score -534675.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -534691.875000 Penalty: 2692.053467
	Iteration 34Q: 3 clusters Score -534691.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -534705.500000 Penalty: 2692.053467
	Iteration 35Q: 3 clusters Score -534705.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -534724.187500 Penalty: 2692.053467
	Iteration 36Q: 3 clusters Score -534724.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -534739.062500 Penalty: 2692.053467
	Iteration 37Q: 3 clusters Score -534739.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -534750.375000 Penalty: 2692.053467
	Iteration 38Q: 3 clusters Score -534750.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -534763.750000 Penalty: 2692.053467
	Iteration 39Q: 3 clusters Score -534763.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -534781.937500 Penalty: 2692.053467
	Iteration 40F: 3 clusters Score -534781.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -534798.562500 Penalty: 2692.053467
	Iteration 41Q: 3 clusters Score -534798.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -534814.187500 Penalty: 2692.053467
	Iteration 42Q: 3 clusters Score -534814.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -534826.312500 Penalty: 2692.053467
	Iteration 43Q: 3 clusters Score -534826.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -534834.937500 Penalty: 2692.053467
	Iteration 44Q: 3 clusters Score -534834.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -534841.562500 Penalty: 2692.053467
	Iteration 45Q: 3 clusters Score -534841.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -534846.312500 Penalty: 2692.053467
	Iteration 46Q: 3 clusters Score -534846.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -534852.125000 Penalty: 2692.053467
	Iteration 47Q: 3 clusters Score -534852.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -534857.687500 Penalty: 2692.053467
	Iteration 48Q: 3 clusters Score -534857.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -534862.812500 Penalty: 2692.053467
	Iteration 49Q: 3 clusters Score -534862.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -534867.250000 Penalty: 2692.053467
	Iteration 50Q: 3 clusters Score -534867.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -534871.750000 Penalty: 2692.053467
	Iteration 51Q: 3 clusters Score -534871.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -534876.875000 Penalty: 2692.053467
	Iteration 52Q: 3 clusters Score -534876.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -534878.625000 Penalty: 2692.053467
	Iteration 53Q: 3 clusters Score -534878.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -534881.312500 Penalty: 2692.053467
	Iteration 54Q: 3 clusters Score -534881.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -534880.750000 Penalty: 2692.053467
	Iteration 55Q: 3 clusters Score -534880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -534881.687500 Penalty: 2692.053467
	Iteration 56Q: 3 clusters Score -534881.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -534881.687500 Penalty: 2692.053467
	Iteration 57F: 3 clusters Score -534881.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -43893.933594 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -43893.93 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 193 members 
Entering Unmasked Estep 
Score: -42904.148438 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -42904.15 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43114.164062 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -43114.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43187.421875 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -43187.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43239.464844 Penalty: 1959.190430
	Iteration 3F: 3 clusters Score -43239.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43273.976562 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -43273.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43295.535156 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -43295.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43305.628906 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -43305.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43311.761719 Penalty: 1959.190430
	Iteration 7Q: 3 clusters Score -43311.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43334.242188 Penalty: 1959.190430
	Iteration 8Q: 3 clusters Score -43334.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43347.562500 Penalty: 1959.190430
	Iteration 9Q: 3 clusters Score -43347.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43351.175781 Penalty: 1959.190430
	Iteration 10Q: 3 clusters Score -43351.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43357.234375 Penalty: 1959.190430
	Iteration 11Q: 3 clusters Score -43357.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43357.234375 Penalty: 1959.190430
	Iteration 12F: 3 clusters Score -43357.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -249817.937500 Penalty: 1229.777710
	Iteration 0F: 2 clusters Score -249817.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -247797.453125 Penalty: 2459.555420
	Iteration 0F: 3 clusters Score -247797.5 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -248243.390625 Penalty: 2459.555420
	Iteration 1F: 3 clusters Score -248243.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -248400.687500 Penalty: 2459.555420
	Iteration 2F: 3 clusters Score -248400.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -248533.890625 Penalty: 2459.555420
	Iteration 3F: 3 clusters Score -248533.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -248641.750000 Penalty: 2459.555420
	Iteration 4F: 3 clusters Score -248641.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -248742.343750 Penalty: 2459.555420
	Iteration 5Q: 3 clusters Score -248742.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -248837.171875 Penalty: 2459.555420
	Iteration 6Q: 3 clusters Score -248837.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -248935.328125 Penalty: 2459.555420
	Iteration 7Q: 3 clusters Score -248935.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -249029.312500 Penalty: 2459.555420
	Iteration 8Q: 3 clusters Score -249029.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -249108.734375 Penalty: 2459.555420
	Iteration 9Q: 3 clusters Score -249108.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -249157.531250 Penalty: 2459.555420
	Iteration 10Q: 3 clusters Score -249157.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -249188.578125 Penalty: 2459.555420
	Iteration 11Q: 3 clusters Score -249188.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -249206.546875 Penalty: 2459.555420
	Iteration 12Q: 3 clusters Score -249206.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -249219.453125 Penalty: 2459.555420
	Iteration 13Q: 3 clusters Score -249219.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -249227.359375 Penalty: 2459.555420
	Iteration 14Q: 3 clusters Score -249227.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -249231.828125 Penalty: 2459.555420
	Iteration 15Q: 3 clusters Score -249231.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -249234.468750 Penalty: 2459.555420
	Iteration 16Q: 3 clusters Score -249234.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -249238.343750 Penalty: 2459.555420
	Iteration 17Q: 3 clusters Score -249238.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -249242.234375 Penalty: 2459.555420
	Iteration 18Q: 3 clusters Score -249242.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -249247.921875 Penalty: 2459.555420
	Iteration 19Q: 3 clusters Score -249247.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -249250.984375 Penalty: 2459.555420
	Iteration 20F: 3 clusters Score -249251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -249252.312500 Penalty: 2459.555420
	Iteration 21Q: 3 clusters Score -249252.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -249252.734375 Penalty: 2459.555420
	Iteration 22Q: 3 clusters Score -249252.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -249256.296875 Penalty: 2459.555420
	Iteration 23Q: 3 clusters Score -249256.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -249258.093750 Penalty: 2459.555420
	Iteration 24Q: 3 clusters Score -249258.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -249259.296875 Penalty: 2459.555420
	Iteration 25Q: 3 clusters Score -249259.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -249260.781250 Penalty: 2459.555420
	Iteration 26Q: 3 clusters Score -249260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -249261.484375 Penalty: 2459.555420
	Iteration 27Q: 3 clusters Score -249261.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -249261.734375 Penalty: 2459.555420
	Iteration 28Q: 3 clusters Score -249261.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -249261.890625 Penalty: 2459.555420
	Iteration 29Q: 3 clusters Score -249261.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -249261.890625 Penalty: 2459.555420
	Iteration 30F: 3 clusters Score -249261.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Entering Unmasked Estep 
Score: -947387.125000 Penalty: 1432.690552
	Iteration 0F: 2 clusters Score -947387.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -942282.125000 Penalty: 2865.381104
	Iteration 0F: 3 clusters Score -942282.1 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -943912.687500 Penalty: 2865.381104
	Iteration 1F: 3 clusters Score -943912.7 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -944280.875000 Penalty: 2865.381104
	Iteration 2F: 3 clusters Score -944280.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -944579.250000 Penalty: 2865.381104
	Iteration 3F: 3 clusters Score -944579.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -944785.687500 Penalty: 2865.381104
	Iteration 4F: 3 clusters Score -944785.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -944921.937500 Penalty: 2865.381104
	Iteration 5Q: 3 clusters Score -944921.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -945002.625000 Penalty: 2865.381104
	Iteration 6Q: 3 clusters Score -945002.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -945066.812500 Penalty: 2865.381104
	Iteration 7Q: 3 clusters Score -945066.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -945125.875000 Penalty: 2865.381104
	Iteration 8Q: 3 clusters Score -945125.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -945166.937500 Penalty: 2865.381104
	Iteration 9Q: 3 clusters Score -945166.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -945198.062500 Penalty: 2865.381104
	Iteration 10Q: 3 clusters Score -945198.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -945238.500000 Penalty: 2865.381104
	Iteration 11Q: 3 clusters Score -945238.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -945277.375000 Penalty: 2865.381104
	Iteration 12Q: 3 clusters Score -945277.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -945326.875000 Penalty: 2865.381104
	Iteration 13Q: 3 clusters Score -945326.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -945365.062500 Penalty: 2865.381104
	Iteration 14Q: 3 clusters Score -945365.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -945394.437500 Penalty: 2865.381104
	Iteration 15Q: 3 clusters Score -945394.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -945429.250000 Penalty: 2865.381104
	Iteration 16Q: 3 clusters Score -945429.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -945472.125000 Penalty: 2865.381104
	Iteration 17Q: 3 clusters Score -945472.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -945539.062500 Penalty: 2865.381104
	Iteration 18Q: 3 clusters Score -945539.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -945633.062500 Penalty: 2865.381104
	Iteration 19Q: 3 clusters Score -945633.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -945755.625000 Penalty: 2865.381104
	Iteration 20F: 3 clusters Score -945755.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -945889.000000 Penalty: 2865.381104
	Iteration 21Q: 3 clusters Score -945889 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -946016.625000 Penalty: 2865.381104
	Iteration 22Q: 3 clusters Score -946016.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -946118.437500 Penalty: 2865.381104
	Iteration 23Q: 3 clusters Score -946118.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -946196.687500 Penalty: 2865.381104
	Iteration 24Q: 3 clusters Score -946196.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -946240.187500 Penalty: 2865.381104
	Iteration 25Q: 3 clusters Score -946240.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -946272.375000 Penalty: 2865.381104
	Iteration 26Q: 3 clusters Score -946272.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -946291.375000 Penalty: 2865.381104
	Iteration 27Q: 3 clusters Score -946291.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -946306.437500 Penalty: 2865.381104
	Iteration 28Q: 3 clusters Score -946306.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -946320.437500 Penalty: 2865.381104
	Iteration 29Q: 3 clusters Score -946320.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -946329.250000 Penalty: 2865.381104
	Iteration 30Q: 3 clusters Score -946329.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -946340.312500 Penalty: 2865.381104
	Iteration 31Q: 3 clusters Score -946340.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -946350.312500 Penalty: 2865.381104
	Iteration 32Q: 3 clusters Score -946350.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -946355.375000 Penalty: 2865.381104
	Iteration 33Q: 3 clusters Score -946355.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -946364.250000 Penalty: 2865.381104
	Iteration 34Q: 3 clusters Score -946364.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -946373.125000 Penalty: 2865.381104
	Iteration 35Q: 3 clusters Score -946373.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -946378.625000 Penalty: 2865.381104
	Iteration 36Q: 3 clusters Score -946378.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -946382.687500 Penalty: 2865.381104
	Iteration 37Q: 3 clusters Score -946382.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -946386.437500 Penalty: 2865.381104
	Iteration 38Q: 3 clusters Score -946386.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -946392.625000 Penalty: 2865.381104
	Iteration 39Q: 3 clusters Score -946392.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -946394.000000 Penalty: 2865.381104
	Iteration 40F: 3 clusters Score -946394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -946396.000000 Penalty: 2865.381104
	Iteration 41Q: 3 clusters Score -946396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -946399.250000 Penalty: 2865.381104
	Iteration 42Q: 3 clusters Score -946399.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -946403.562500 Penalty: 2865.381104
	Iteration 43Q: 3 clusters Score -946403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -946408.062500 Penalty: 2865.381104
	Iteration 44Q: 3 clusters Score -946408.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -946406.875000 Penalty: 2865.381104
	Iteration 45Q: 3 clusters Score -946406.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -946407.062500 Penalty: 2865.381104
	Iteration 46Q: 3 clusters Score -946407.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -946408.812500 Penalty: 2865.381104
	Iteration 47Q: 3 clusters Score -946408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -946408.937500 Penalty: 2865.381104
	Iteration 48Q: 3 clusters Score -946408.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -946407.937500 Penalty: 2865.381104
	Iteration 49Q: 3 clusters Score -946407.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -946408.750000 Penalty: 2865.381104
	Iteration 50Q: 3 clusters Score -946408.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -946410.812500 Penalty: 2865.381104
	Iteration 51Q: 3 clusters Score -946410.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -946412.375000 Penalty: 2865.381104
	Iteration 52Q: 3 clusters Score -946412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -946412.125000 Penalty: 2865.381104
	Iteration 53Q: 3 clusters Score -946412.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -946412.375000 Penalty: 2865.381104
	Iteration 54Q: 3 clusters Score -946412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -946413.062500 Penalty: 2865.381104
	Iteration 55Q: 3 clusters Score -946413.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -946415.625000 Penalty: 2865.381104
	Iteration 56Q: 3 clusters Score -946415.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -946414.500000 Penalty: 2865.381104
	Iteration 57Q: 3 clusters Score -946414.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -946416.375000 Penalty: 2865.381104
	Iteration 58Q: 3 clusters Score -946416.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -946415.812500 Penalty: 2865.381104
	Iteration 59Q: 3 clusters Score -946415.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -946415.750000 Penalty: 2865.381104
	Iteration 60F: 3 clusters Score -946415.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -946415.812500 Penalty: 2865.381104
	Iteration 61Q: 3 clusters Score -946415.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -946417.500000 Penalty: 2865.381104
	Iteration 62Q: 3 clusters Score -946417.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -946420.000000 Penalty: 2865.381104
	Iteration 63Q: 3 clusters Score -946420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -946420.187500 Penalty: 2865.381104
	Iteration 64Q: 3 clusters Score -946420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -946420.812500 Penalty: 2865.381104
	Iteration 65Q: 3 clusters Score -946420.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -946420.125000 Penalty: 2865.381104
	Iteration 66Q: 3 clusters Score -946420.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -946420.125000 Penalty: 2865.381104
	Iteration 67F: 3 clusters Score -946420.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Entering Unmasked Estep 
Score: -102957.953125 Penalty: 1096.482788
	Iteration 0F: 2 clusters Score -102958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -101643.953125 Penalty: 2192.965576
	Iteration 0F: 3 clusters Score -101644 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -101934.320312 Penalty: 2192.965576
	Iteration 1F: 3 clusters Score -101934.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -102062.164062 Penalty: 2192.965576
	Iteration 2F: 3 clusters Score -102062.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -102145.882812 Penalty: 2192.965576
	Iteration 3Q: 3 clusters Score -102145.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102200.976562 Penalty: 2192.965576
	Iteration 4Q: 3 clusters Score -102201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -102227.695312 Penalty: 2192.965576
	Iteration 5Q: 3 clusters Score -102227.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102260.476562 Penalty: 2192.965576
	Iteration 6Q: 3 clusters Score -102260.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102308.710938 Penalty: 2192.965576
	Iteration 7Q: 3 clusters Score -102308.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -102364.984375 Penalty: 2192.965576
	Iteration 8Q: 3 clusters Score -102365 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -102425.218750 Penalty: 2192.965576
	Iteration 9Q: 3 clusters Score -102425.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -102467.242188 Penalty: 2192.965576
	Iteration 10Q: 3 clusters Score -102467.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -102539.429688 Penalty: 2192.965576
	Iteration 11Q: 3 clusters Score -102539.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -102598.187500 Penalty: 2192.965576
	Iteration 12Q: 3 clusters Score -102598.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -102673.273438 Penalty: 2192.965576
	Iteration 13Q: 3 clusters Score -102673.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -102725.867188 Penalty: 2192.965576
	Iteration 14Q: 3 clusters Score -102725.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102758.007812 Penalty: 2192.965576
	Iteration 15Q: 3 clusters Score -102758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102787.492188 Penalty: 2192.965576
	Iteration 16Q: 3 clusters Score -102787.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -102805.250000 Penalty: 2192.965576
	Iteration 17Q: 3 clusters Score -102805.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -102810.171875 Penalty: 2192.965576
	Iteration 18Q: 3 clusters Score -102810.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -102816.890625 Penalty: 2192.965576
	Iteration 19F: 3 clusters Score -102816.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -102823.609375 Penalty: 2192.965576
	Iteration 20F: 3 clusters Score -102823.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -102826.343750 Penalty: 2192.965576
	Iteration 21Q: 3 clusters Score -102826.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -102829.070312 Penalty: 2192.965576
	Iteration 22Q: 3 clusters Score -102829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -102834.531250 Penalty: 2192.965576
	Iteration 23Q: 3 clusters Score -102834.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -102852.125000 Penalty: 2192.965576
	Iteration 24Q: 3 clusters Score -102852.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -102865.468750 Penalty: 2192.965576
	Iteration 25Q: 3 clusters Score -102865.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -102877.718750 Penalty: 2192.965576
	Iteration 26Q: 3 clusters Score -102877.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102878.750000 Penalty: 2192.965576
	Iteration 27Q: 3 clusters Score -102878.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102878.750000 Penalty: 2192.965576
	Iteration 28F: 3 clusters Score -102878.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -48145.527344 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -48145.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -47294.187500 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -47294.19 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47446.902344 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -47446.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47497.593750 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -47497.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47509.679688 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -47509.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -47517.203125 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -47517.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -47517.203125 Penalty: 1924.512939
	Iteration 5F: 3 clusters Score -47517.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Entering Unmasked Estep 
Score: -2860136.000000 Penalty: 1599.114990
	Iteration 0F: 2 clusters Score -2860136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2847525.000000 Penalty: 3198.229980
	Iteration 0F: 3 clusters Score -2847525 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2851876.500000 Penalty: 3198.229980
	Iteration 1F: 3 clusters Score -2851876 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2852159.250000 Penalty: 3198.229980
	Iteration 2Q: 3 clusters Score -2852159 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2852463.500000 Penalty: 3198.229980
	Iteration 3Q: 3 clusters Score -2852464 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2852757.000000 Penalty: 3198.229980
	Iteration 4Q: 3 clusters Score -2852757 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2853131.000000 Penalty: 3198.229980
	Iteration 5Q: 3 clusters Score -2853131 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2853522.250000 Penalty: 3198.229980
	Iteration 6Q: 3 clusters Score -2853522 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2853951.500000 Penalty: 3198.229980
	Iteration 7F: 3 clusters Score -2853952 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2854335.750000 Penalty: 3198.229980
	Iteration 8Q: 3 clusters Score -2854336 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2854752.750000 Penalty: 3198.229980
	Iteration 9Q: 3 clusters Score -2854753 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2855184.500000 Penalty: 3198.229980
	Iteration 10Q: 3 clusters Score -2855184 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2855626.250000 Penalty: 3198.229980
	Iteration 11Q: 3 clusters Score -2855626 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2856116.750000 Penalty: 3198.229980
	Iteration 12Q: 3 clusters Score -2856117 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2856636.250000 Penalty: 3198.229980
	Iteration 13Q: 3 clusters Score -2856636 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2857172.000000 Penalty: 3198.229980
	Iteration 14Q: 3 clusters Score -2857172 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2857658.500000 Penalty: 3198.229980
	Iteration 15Q: 3 clusters Score -2857658 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2858077.250000 Penalty: 3198.229980
	Iteration 16Q: 3 clusters Score -2858077 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2858355.750000 Penalty: 3198.229980
	Iteration 17Q: 3 clusters Score -2858356 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2858543.250000 Penalty: 3198.229980
	Iteration 18Q: 3 clusters Score -2858543 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2858635.250000 Penalty: 3198.229980
	Iteration 19Q: 3 clusters Score -2858635 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2858690.000000 Penalty: 3198.229980
	Iteration 20F: 3 clusters Score -2858690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2858731.000000 Penalty: 3198.229980
	Iteration 21Q: 3 clusters Score -2858731 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2858763.250000 Penalty: 3198.229980
	Iteration 22Q: 3 clusters Score -2858763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2858774.750000 Penalty: 3198.229980
	Iteration 23Q: 3 clusters Score -2858775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2858792.250000 Penalty: 3198.229980
	Iteration 24Q: 3 clusters Score -2858792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2858816.250000 Penalty: 3198.229980
	Iteration 25Q: 3 clusters Score -2858816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2858820.750000 Penalty: 3198.229980
	Iteration 26Q: 3 clusters Score -2858821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2858823.000000 Penalty: 3198.229980
	Iteration 27Q: 3 clusters Score -2858823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2858823.000000 Penalty: 3198.229980
	Iteration 28F: 3 clusters Score -2858823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Entering Unmasked Estep 
Score: -3044087.250000 Penalty: 1608.347046
	Iteration 0F: 2 clusters Score -3044087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3031299.250000 Penalty: 3216.694092
	Iteration 0F: 3 clusters Score -3031299 nChanged 8982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3036189.500000 Penalty: 3216.694092
	Iteration 1F: 3 clusters Score -3036190 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -3036530.000000 Penalty: 3216.694092
	Iteration 2F: 3 clusters Score -3036530 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -3036890.500000 Penalty: 3216.694092
	Iteration 3Q: 3 clusters Score -3036890 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -3037237.000000 Penalty: 3216.694092
	Iteration 4Q: 3 clusters Score -3037237 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -3037536.500000 Penalty: 3216.694092
	Iteration 5Q: 3 clusters Score -3037536 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -3037812.250000 Penalty: 3216.694092
	Iteration 6Q: 3 clusters Score -3037812 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3038084.000000 Penalty: 3216.694092
	Iteration 7Q: 3 clusters Score -3038084 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3038388.000000 Penalty: 3216.694092
	Iteration 8Q: 3 clusters Score -3038388 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -3038693.250000 Penalty: 3216.694092
	Iteration 9Q: 3 clusters Score -3038693 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -3039075.500000 Penalty: 3216.694092
	Iteration 10Q: 3 clusters Score -3039076 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3039556.250000 Penalty: 3216.694092
	Iteration 11Q: 3 clusters Score -3039556 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -3040098.750000 Penalty: 3216.694092
	Iteration 12Q: 3 clusters Score -3040099 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3040629.250000 Penalty: 3216.694092
	Iteration 13Q: 3 clusters Score -3040629 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -3041052.250000 Penalty: 3216.694092
	Iteration 14Q: 3 clusters Score -3041052 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3041339.750000 Penalty: 3216.694092
	Iteration 15Q: 3 clusters Score -3041340 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -3041548.250000 Penalty: 3216.694092
	Iteration 16Q: 3 clusters Score -3041548 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -3041692.750000 Penalty: 3216.694092
	Iteration 17Q: 3 clusters Score -3041693 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3041839.000000 Penalty: 3216.694092
	Iteration 18Q: 3 clusters Score -3041839 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3041981.000000 Penalty: 3216.694092
	Iteration 19Q: 3 clusters Score -3041981 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3042082.000000 Penalty: 3216.694092
	Iteration 20F: 3 clusters Score -3042082 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -3042171.000000 Penalty: 3216.694092
	Iteration 21Q: 3 clusters Score -3042171 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -3042252.500000 Penalty: 3216.694092
	Iteration 22Q: 3 clusters Score -3042252 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -3042310.500000 Penalty: 3216.694092
	Iteration 23Q: 3 clusters Score -3042310 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3042361.250000 Penalty: 3216.694092
	Iteration 24Q: 3 clusters Score -3042361 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3042388.250000 Penalty: 3216.694092
	Iteration 25Q: 3 clusters Score -3042388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -3042425.750000 Penalty: 3216.694092
	Iteration 26Q: 3 clusters Score -3042426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -3042451.250000 Penalty: 3216.694092
	Iteration 27Q: 3 clusters Score -3042451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -3042480.000000 Penalty: 3216.694092
	Iteration 28Q: 3 clusters Score -3042480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -3042490.500000 Penalty: 3216.694092
	Iteration 29Q: 3 clusters Score -3042490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -3042501.500000 Penalty: 3216.694092
	Iteration 30Q: 3 clusters Score -3042502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -3042515.000000 Penalty: 3216.694092
	Iteration 31Q: 3 clusters Score -3042515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -3042520.250000 Penalty: 3216.694092
	Iteration 32Q: 3 clusters Score -3042520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -3042529.750000 Penalty: 3216.694092
	Iteration 33Q: 3 clusters Score -3042530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3042542.250000 Penalty: 3216.694092
	Iteration 34Q: 3 clusters Score -3042542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3042551.000000 Penalty: 3216.694092
	Iteration 35Q: 3 clusters Score -3042551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -3042554.750000 Penalty: 3216.694092
	Iteration 36Q: 3 clusters Score -3042555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -3042559.750000 Penalty: 3216.694092
	Iteration 37Q: 3 clusters Score -3042560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -3042563.250000 Penalty: 3216.694092
	Iteration 38Q: 3 clusters Score -3042563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -3042567.500000 Penalty: 3216.694092
	Iteration 39Q: 3 clusters Score -3042568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -3042574.750000 Penalty: 3216.694092
	Iteration 40F: 3 clusters Score -3042575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -3042596.000000 Penalty: 3216.694092
	Iteration 41Q: 3 clusters Score -3042596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3042599.250000 Penalty: 3216.694092
	Iteration 42Q: 3 clusters Score -3042599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -3042610.000000 Penalty: 3216.694092
	Iteration 43Q: 3 clusters Score -3042610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -3042610.750000 Penalty: 3216.694092
	Iteration 44Q: 3 clusters Score -3042611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -3042614.500000 Penalty: 3216.694092
	Iteration 45Q: 3 clusters Score -3042614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -3042619.000000 Penalty: 3216.694092
	Iteration 46Q: 3 clusters Score -3042619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -3042615.500000 Penalty: 3216.694092
	Iteration 47Q: 3 clusters Score -3042616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -3042619.750000 Penalty: 3216.694092
	Iteration 48Q: 3 clusters Score -3042620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -3042621.500000 Penalty: 3216.694092
	Iteration 49Q: 3 clusters Score -3042622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3042628.500000 Penalty: 3216.694092
	Iteration 50Q: 3 clusters Score -3042628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3042635.500000 Penalty: 3216.694092
	Iteration 51Q: 3 clusters Score -3042636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -3042638.250000 Penalty: 3216.694092
	Iteration 52Q: 3 clusters Score -3042638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -3042639.500000 Penalty: 3216.694092
	Iteration 53Q: 3 clusters Score -3042640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -3042642.500000 Penalty: 3216.694092
	Iteration 54Q: 3 clusters Score -3042642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -3042648.500000 Penalty: 3216.694092
	Iteration 55Q: 3 clusters Score -3042648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -3042648.500000 Penalty: 3216.694092
	Iteration 56Q: 3 clusters Score -3042648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -3042649.000000 Penalty: 3216.694092
	Iteration 57Q: 3 clusters Score -3042649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -3042655.500000 Penalty: 3216.694092
	Iteration 58Q: 3 clusters Score -3042656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -3042654.500000 Penalty: 3216.694092
	Iteration 59Q: 3 clusters Score -3042654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -3042659.750000 Penalty: 3216.694092
	Iteration 60F: 3 clusters Score -3042660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -3042663.000000 Penalty: 3216.694092
	Iteration 61Q: 3 clusters Score -3042663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -3042665.000000 Penalty: 3216.694092
	Iteration 62Q: 3 clusters Score -3042665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -3042670.750000 Penalty: 3216.694092
	Iteration 63Q: 3 clusters Score -3042671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -3042672.750000 Penalty: 3216.694092
	Iteration 64Q: 3 clusters Score -3042673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -3042676.750000 Penalty: 3216.694092
	Iteration 65Q: 3 clusters Score -3042677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -3042676.750000 Penalty: 3216.694092
	Iteration 66F: 3 clusters Score -3042677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -369605.218750 Penalty: 1289.765381
	Iteration 0F: 2 clusters Score -369605.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -367047.687500 Penalty: 2579.530762
	Iteration 0F: 3 clusters Score -367047.7 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -367728.875000 Penalty: 2579.530762
	Iteration 1F: 3 clusters Score -367728.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -367859.625000 Penalty: 2579.530762
	Iteration 2F: 3 clusters Score -367859.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -367931.281250 Penalty: 2579.530762
	Iteration 3Q: 3 clusters Score -367931.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -367996.843750 Penalty: 2579.530762
	Iteration 4Q: 3 clusters Score -367996.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -368046.968750 Penalty: 2579.530762
	Iteration 5Q: 3 clusters Score -368047 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -368082.000000 Penalty: 2579.530762
	Iteration 6Q: 3 clusters Score -368082 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -368125.875000 Penalty: 2579.530762
	Iteration 7Q: 3 clusters Score -368125.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -368183.000000 Penalty: 2579.530762
	Iteration 8Q: 3 clusters Score -368183 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -368233.843750 Penalty: 2579.530762
	Iteration 9Q: 3 clusters Score -368233.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -368287.593750 Penalty: 2579.530762
	Iteration 10Q: 3 clusters Score -368287.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -368345.093750 Penalty: 2579.530762
	Iteration 11Q: 3 clusters Score -368345.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -368396.937500 Penalty: 2579.530762
	Iteration 12Q: 3 clusters Score -368396.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -368468.343750 Penalty: 2579.530762
	Iteration 13Q: 3 clusters Score -368468.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -368546.343750 Penalty: 2579.530762
	Iteration 14Q: 3 clusters Score -368546.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -368631.687500 Penalty: 2579.530762
	Iteration 15Q: 3 clusters Score -368631.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -368736.437500 Penalty: 2579.530762
	Iteration 16Q: 3 clusters Score -368736.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -368873.687500 Penalty: 2579.530762
	Iteration 17Q: 3 clusters Score -368873.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -368983.062500 Penalty: 2579.530762
	Iteration 18Q: 3 clusters Score -368983.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -369046.718750 Penalty: 2579.530762
	Iteration 19Q: 3 clusters Score -369046.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -369099.687500 Penalty: 2579.530762
	Iteration 20F: 3 clusters Score -369099.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -369124.156250 Penalty: 2579.530762
	Iteration 21Q: 3 clusters Score -369124.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -369137.875000 Penalty: 2579.530762
	Iteration 22Q: 3 clusters Score -369137.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -369147.156250 Penalty: 2579.530762
	Iteration 23Q: 3 clusters Score -369147.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -369153.093750 Penalty: 2579.530762
	Iteration 24Q: 3 clusters Score -369153.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -369155.531250 Penalty: 2579.530762
	Iteration 25Q: 3 clusters Score -369155.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -369158.250000 Penalty: 2579.530762
	Iteration 26Q: 3 clusters Score -369158.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -369159.656250 Penalty: 2579.530762
	Iteration 27Q: 3 clusters Score -369159.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -369160.031250 Penalty: 2579.530762
	Iteration 28Q: 3 clusters Score -369160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -369161.281250 Penalty: 2579.530762
	Iteration 29Q: 3 clusters Score -369161.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -369161.281250 Penalty: 2579.530762
	Iteration 30F: 3 clusters Score -369161.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Entering Unmasked Estep 
Score: -273458.062500 Penalty: 1230.280762
	Iteration 0F: 2 clusters Score -273458.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -271447.812500 Penalty: 2460.561523
	Iteration 0F: 3 clusters Score -271447.8 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -271838.718750 Penalty: 2460.561523
	Iteration 1F: 3 clusters Score -271838.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -271948.281250 Penalty: 2460.561523
	Iteration 2F: 3 clusters Score -271948.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -272027.125000 Penalty: 2460.561523
	Iteration 3F: 3 clusters Score -272027.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -272088.562500 Penalty: 2460.561523
	Iteration 4Q: 3 clusters Score -272088.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -272139.062500 Penalty: 2460.561523
	Iteration 5Q: 3 clusters Score -272139.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -272181.500000 Penalty: 2460.561523
	Iteration 6Q: 3 clusters Score -272181.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -272238.718750 Penalty: 2460.561523
	Iteration 7Q: 3 clusters Score -272238.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -272294.343750 Penalty: 2460.561523
	Iteration 8Q: 3 clusters Score -272294.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -272343.250000 Penalty: 2460.561523
	Iteration 9Q: 3 clusters Score -272343.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -272393.750000 Penalty: 2460.561523
	Iteration 10Q: 3 clusters Score -272393.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -272440.468750 Penalty: 2460.561523
	Iteration 11Q: 3 clusters Score -272440.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -272470.375000 Penalty: 2460.561523
	Iteration 12Q: 3 clusters Score -272470.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -272503.406250 Penalty: 2460.561523
	Iteration 13Q: 3 clusters Score -272503.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -272541.750000 Penalty: 2460.561523
	Iteration 14Q: 3 clusters Score -272541.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -272570.187500 Penalty: 2460.561523
	Iteration 15Q: 3 clusters Score -272570.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -272592.000000 Penalty: 2460.561523
	Iteration 16Q: 3 clusters Score -272592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -272606.843750 Penalty: 2460.561523
	Iteration 17Q: 3 clusters Score -272606.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -272618.625000 Penalty: 2460.561523
	Iteration 18Q: 3 clusters Score -272618.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -272628.375000 Penalty: 2460.561523
	Iteration 19Q: 3 clusters Score -272628.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -272645.156250 Penalty: 2460.561523
	Iteration 20F: 3 clusters Score -272645.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -272665.937500 Penalty: 2460.561523
	Iteration 21Q: 3 clusters Score -272665.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -272680.468750 Penalty: 2460.561523
	Iteration 22Q: 3 clusters Score -272680.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -272695.875000 Penalty: 2460.561523
	Iteration 23Q: 3 clusters Score -272695.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -272711.500000 Penalty: 2460.561523
	Iteration 24Q: 3 clusters Score -272711.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -272720.218750 Penalty: 2460.561523
	Iteration 25Q: 3 clusters Score -272720.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -272726.343750 Penalty: 2460.561523
	Iteration 26Q: 3 clusters Score -272726.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -272730.843750 Penalty: 2460.561523
	Iteration 27Q: 3 clusters Score -272730.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -272736.468750 Penalty: 2460.561523
	Iteration 28Q: 3 clusters Score -272736.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -272740.125000 Penalty: 2460.561523
	Iteration 29Q: 3 clusters Score -272740.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -272744.937500 Penalty: 2460.561523
	Iteration 30Q: 3 clusters Score -272744.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -272748.812500 Penalty: 2460.561523
	Iteration 31Q: 3 clusters Score -272748.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -272753.187500 Penalty: 2460.561523
	Iteration 32Q: 3 clusters Score -272753.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -272757.531250 Penalty: 2460.561523
	Iteration 33Q: 3 clusters Score -272757.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -272764.593750 Penalty: 2460.561523
	Iteration 34Q: 3 clusters Score -272764.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -272767.031250 Penalty: 2460.561523
	Iteration 35Q: 3 clusters Score -272767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -272769.000000 Penalty: 2460.561523
	Iteration 36Q: 3 clusters Score -272769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -272769.687500 Penalty: 2460.561523
	Iteration 37Q: 3 clusters Score -272769.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -272770.187500 Penalty: 2460.561523
	Iteration 38Q: 3 clusters Score -272770.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -272770.187500 Penalty: 2460.561523
	Iteration 39F: 3 clusters Score -272770.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Entering Unmasked Estep 
Score: -1493427.250000 Penalty: 1496.940063
	Iteration 0F: 2 clusters Score -1493427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1486338.375000 Penalty: 2993.880127
	Iteration 0F: 3 clusters Score -1486338 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1488659.125000 Penalty: 2993.880127
	Iteration 1F: 3 clusters Score -1488659 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1488989.625000 Penalty: 2993.880127
	Iteration 2F: 3 clusters Score -1488990 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1489298.125000 Penalty: 2993.880127
	Iteration 3F: 3 clusters Score -1489298 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1489594.500000 Penalty: 2993.880127
	Iteration 4F: 3 clusters Score -1489594 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1489916.500000 Penalty: 2993.880127
	Iteration 5F: 3 clusters Score -1489916 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1490253.250000 Penalty: 2993.880127
	Iteration 6F: 3 clusters Score -1490253 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1490589.250000 Penalty: 2993.880127
	Iteration 7Q: 3 clusters Score -1490589 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1490915.250000 Penalty: 2993.880127
	Iteration 8Q: 3 clusters Score -1490915 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1491184.500000 Penalty: 2993.880127
	Iteration 9Q: 3 clusters Score -1491184 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1491396.000000 Penalty: 2993.880127
	Iteration 10Q: 3 clusters Score -1491396 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1491565.250000 Penalty: 2993.880127
	Iteration 11Q: 3 clusters Score -1491565 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1491680.625000 Penalty: 2993.880127
	Iteration 12Q: 3 clusters Score -1491681 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1491779.625000 Penalty: 2993.880127
	Iteration 13Q: 3 clusters Score -1491780 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1491860.750000 Penalty: 2993.880127
	Iteration 14Q: 3 clusters Score -1491861 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1491918.250000 Penalty: 2993.880127
	Iteration 15Q: 3 clusters Score -1491918 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1491972.250000 Penalty: 2993.880127
	Iteration 16Q: 3 clusters Score -1491972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1492005.375000 Penalty: 2993.880127
	Iteration 17Q: 3 clusters Score -1492005 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1492037.125000 Penalty: 2993.880127
	Iteration 18Q: 3 clusters Score -1492037 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1492060.875000 Penalty: 2993.880127
	Iteration 19Q: 3 clusters Score -1492061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1492078.125000 Penalty: 2993.880127
	Iteration 20F: 3 clusters Score -1492078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1492089.750000 Penalty: 2993.880127
	Iteration 21Q: 3 clusters Score -1492090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1492105.000000 Penalty: 2993.880127
	Iteration 22Q: 3 clusters Score -1492105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1492112.125000 Penalty: 2993.880127
	Iteration 23Q: 3 clusters Score -1492112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1492121.750000 Penalty: 2993.880127
	Iteration 24Q: 3 clusters Score -1492122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1492127.500000 Penalty: 2993.880127
	Iteration 25Q: 3 clusters Score -1492128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1492133.125000 Penalty: 2993.880127
	Iteration 26Q: 3 clusters Score -1492133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1492138.750000 Penalty: 2993.880127
	Iteration 27Q: 3 clusters Score -1492139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1492147.875000 Penalty: 2993.880127
	Iteration 28Q: 3 clusters Score -1492148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1492154.250000 Penalty: 2993.880127
	Iteration 29Q: 3 clusters Score -1492154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1492155.625000 Penalty: 2993.880127
	Iteration 30Q: 3 clusters Score -1492156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1492156.250000 Penalty: 2993.880127
	Iteration 31Q: 3 clusters Score -1492156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1492164.125000 Penalty: 2993.880127
	Iteration 32Q: 3 clusters Score -1492164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1492169.250000 Penalty: 2993.880127
	Iteration 33Q: 3 clusters Score -1492169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1492175.375000 Penalty: 2993.880127
	Iteration 34Q: 3 clusters Score -1492175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1492178.375000 Penalty: 2993.880127
	Iteration 35Q: 3 clusters Score -1492178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1492181.375000 Penalty: 2993.880127
	Iteration 36Q: 3 clusters Score -1492181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1492185.125000 Penalty: 2993.880127
	Iteration 37Q: 3 clusters Score -1492185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1492185.125000 Penalty: 2993.880127
	Iteration 38Q: 3 clusters Score -1492185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1492184.750000 Penalty: 2993.880127
	Iteration 39Q: 3 clusters Score -1492185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1492184.750000 Penalty: 2993.880127
	Iteration 40F: 3 clusters Score -1492185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Entering Unmasked Estep 
Score: -1044806.250000 Penalty: 1446.649048
	Iteration 0F: 2 clusters Score -1044806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1039374.937500 Penalty: 2893.298096
	Iteration 0F: 3 clusters Score -1039375 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1041081.375000 Penalty: 2893.298096
	Iteration 1F: 3 clusters Score -1041081 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1041305.750000 Penalty: 2893.298096
	Iteration 2F: 3 clusters Score -1041306 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1041479.250000 Penalty: 2893.298096
	Iteration 3F: 3 clusters Score -1041479 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1041622.687500 Penalty: 2893.298096
	Iteration 4Q: 3 clusters Score -1041623 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1041738.937500 Penalty: 2893.298096
	Iteration 5Q: 3 clusters Score -1041739 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1041831.062500 Penalty: 2893.298096
	Iteration 6Q: 3 clusters Score -1041831 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1041909.875000 Penalty: 2893.298096
	Iteration 7Q: 3 clusters Score -1041910 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1042014.250000 Penalty: 2893.298096
	Iteration 8Q: 3 clusters Score -1042014 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1042148.312500 Penalty: 2893.298096
	Iteration 9Q: 3 clusters Score -1042148 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1042295.250000 Penalty: 2893.298096
	Iteration 10Q: 3 clusters Score -1042295 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1042475.375000 Penalty: 2893.298096
	Iteration 11Q: 3 clusters Score -1042475 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1042702.562500 Penalty: 2893.298096
	Iteration 12Q: 3 clusters Score -1042703 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1042910.625000 Penalty: 2893.298096
	Iteration 13Q: 3 clusters Score -1042911 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1043097.687500 Penalty: 2893.298096
	Iteration 14Q: 3 clusters Score -1043098 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1043267.500000 Penalty: 2893.298096
	Iteration 15Q: 3 clusters Score -1043268 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1043395.687500 Penalty: 2893.298096
	Iteration 16Q: 3 clusters Score -1043396 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1043474.875000 Penalty: 2893.298096
	Iteration 17Q: 3 clusters Score -1043475 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1043544.937500 Penalty: 2893.298096
	Iteration 18Q: 3 clusters Score -1043545 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1043576.375000 Penalty: 2893.298096
	Iteration 19Q: 3 clusters Score -1043576 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1043622.312500 Penalty: 2893.298096
	Iteration 20F: 3 clusters Score -1043622 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1043649.312500 Penalty: 2893.298096
	Iteration 21Q: 3 clusters Score -1043649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1043665.187500 Penalty: 2893.298096
	Iteration 22Q: 3 clusters Score -1043665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1043677.000000 Penalty: 2893.298096
	Iteration 23Q: 3 clusters Score -1043677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1043682.437500 Penalty: 2893.298096
	Iteration 24Q: 3 clusters Score -1043682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1043693.250000 Penalty: 2893.298096
	Iteration 25Q: 3 clusters Score -1043693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1043701.187500 Penalty: 2893.298096
	Iteration 26Q: 3 clusters Score -1043701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1043704.437500 Penalty: 2893.298096
	Iteration 27Q: 3 clusters Score -1043704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1043707.750000 Penalty: 2893.298096
	Iteration 28Q: 3 clusters Score -1043708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1043709.875000 Penalty: 2893.298096
	Iteration 29Q: 3 clusters Score -1043710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1043712.125000 Penalty: 2893.298096
	Iteration 30Q: 3 clusters Score -1043712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1043715.875000 Penalty: 2893.298096
	Iteration 31Q: 3 clusters Score -1043716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1043718.750000 Penalty: 2893.298096
	Iteration 32Q: 3 clusters Score -1043719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1043722.000000 Penalty: 2893.298096
	Iteration 33Q: 3 clusters Score -1043722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1043721.187500 Penalty: 2893.298096
	Iteration 34Q: 3 clusters Score -1043721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1043720.562500 Penalty: 2893.298096
	Iteration 35Q: 3 clusters Score -1043721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1043720.562500 Penalty: 2893.298096
	Iteration 36F: 3 clusters Score -1043721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -194256.468750 Penalty: 1199.595215
	Iteration 0F: 2 clusters Score -194256.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -192416.578125 Penalty: 2399.190430
	Iteration 0F: 3 clusters Score -192416.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -192960.718750 Penalty: 2399.190430
	Iteration 1F: 3 clusters Score -192960.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -193267.015625 Penalty: 2399.190430
	Iteration 2F: 3 clusters Score -193267 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -193479.625000 Penalty: 2399.190430
	Iteration 3F: 3 clusters Score -193479.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -193628.609375 Penalty: 2399.190430
	Iteration 4F: 3 clusters Score -193628.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -193742.375000 Penalty: 2399.190430
	Iteration 5Q: 3 clusters Score -193742.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -193842.093750 Penalty: 2399.190430
	Iteration 6Q: 3 clusters Score -193842.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -193916.296875 Penalty: 2399.190430
	Iteration 7Q: 3 clusters Score -193916.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -193976.921875 Penalty: 2399.190430
	Iteration 8Q: 3 clusters Score -193976.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -194028.500000 Penalty: 2399.190430
	Iteration 9Q: 3 clusters Score -194028.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -194064.250000 Penalty: 2399.190430
	Iteration 10Q: 3 clusters Score -194064.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -194082.828125 Penalty: 2399.190430
	Iteration 11Q: 3 clusters Score -194082.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -194094.125000 Penalty: 2399.190430
	Iteration 12Q: 3 clusters Score -194094.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -194100.390625 Penalty: 2399.190430
	Iteration 13Q: 3 clusters Score -194100.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -194111.031250 Penalty: 2399.190430
	Iteration 14Q: 3 clusters Score -194111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -194118.468750 Penalty: 2399.190430
	Iteration 15Q: 3 clusters Score -194118.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -194122.875000 Penalty: 2399.190430
	Iteration 16Q: 3 clusters Score -194122.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -194128.984375 Penalty: 2399.190430
	Iteration 17Q: 3 clusters Score -194129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -194132.000000 Penalty: 2399.190430
	Iteration 18Q: 3 clusters Score -194132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -194137.187500 Penalty: 2399.190430
	Iteration 19Q: 3 clusters Score -194137.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -194142.734375 Penalty: 2399.190430
	Iteration 20F: 3 clusters Score -194142.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -194150.781250 Penalty: 2399.190430
	Iteration 21Q: 3 clusters Score -194150.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -194161.718750 Penalty: 2399.190430
	Iteration 22Q: 3 clusters Score -194161.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -194172.640625 Penalty: 2399.190430
	Iteration 23Q: 3 clusters Score -194172.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -194188.890625 Penalty: 2399.190430
	Iteration 24Q: 3 clusters Score -194188.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -194196.296875 Penalty: 2399.190430
	Iteration 25Q: 3 clusters Score -194196.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -194201.328125 Penalty: 2399.190430
	Iteration 26Q: 3 clusters Score -194201.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -194209.609375 Penalty: 2399.190430
	Iteration 27Q: 3 clusters Score -194209.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -194221.140625 Penalty: 2399.190430
	Iteration 28Q: 3 clusters Score -194221.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -194235.890625 Penalty: 2399.190430
	Iteration 29Q: 3 clusters Score -194235.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -194243.000000 Penalty: 2399.190430
	Iteration 30Q: 3 clusters Score -194243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -194250.015625 Penalty: 2399.190430
	Iteration 31Q: 3 clusters Score -194250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -194256.515625 Penalty: 2399.190430
	Iteration 32Q: 3 clusters Score -194256.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -194263.968750 Penalty: 2399.190430
	Iteration 33Q: 3 clusters Score -194264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -194266.078125 Penalty: 2399.190430
	Iteration 34Q: 3 clusters Score -194266.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -194266.468750 Penalty: 2399.190430
	Iteration 35Q: 3 clusters Score -194266.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -194269.781250 Penalty: 2399.190430
	Iteration 36Q: 3 clusters Score -194269.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -194272.015625 Penalty: 2399.190430
	Iteration 37Q: 3 clusters Score -194272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -194273.859375 Penalty: 2399.190430
	Iteration 38Q: 3 clusters Score -194273.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -194274.640625 Penalty: 2399.190430
	Iteration 39Q: 3 clusters Score -194274.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -194274.640625 Penalty: 2399.190430
	Iteration 40F: 3 clusters Score -194274.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14284 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12584 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19517 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 19568 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18783 members 
Mstep: Class 31 contains 19881 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 624 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15066 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6751 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5339 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18957 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15154 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16672 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15908 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23087 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6988 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6628 members 
Mstep: Class 79 contains 20629 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19035 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22625 members 
Mstep: Class 86 contains 7899 members 
Entering Unmasked Estep 
Score: -85942568.000000 Penalty: 185964.312500
Splitting cluster 36 changes total score from -85943328.000000 to -85942568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (3394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Entering Unmasked Estep 
Score: -450626.718750 Penalty: 1321.086792
	Iteration 0F: 2 clusters Score -450626.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -447644.031250 Penalty: 2642.173584
	Iteration 0F: 3 clusters Score -447644 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -448607.656250 Penalty: 2642.173584
	Iteration 1F: 3 clusters Score -448607.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -448882.093750 Penalty: 2642.173584
	Iteration 2F: 3 clusters Score -448882.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -449115.156250 Penalty: 2642.173584
	Iteration 3F: 3 clusters Score -449115.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -449326.218750 Penalty: 2642.173584
	Iteration 4F: 3 clusters Score -449326.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -449513.218750 Penalty: 2642.173584
	Iteration 5F: 3 clusters Score -449513.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -449654.093750 Penalty: 2642.173584
	Iteration 6Q: 3 clusters Score -449654.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -449755.875000 Penalty: 2642.173584
	Iteration 7Q: 3 clusters Score -449755.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -449820.562500 Penalty: 2642.173584
	Iteration 8Q: 3 clusters Score -449820.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -449876.406250 Penalty: 2642.173584
	Iteration 9Q: 3 clusters Score -449876.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -449916.750000 Penalty: 2642.173584
	Iteration 10Q: 3 clusters Score -449916.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -449944.687500 Penalty: 2642.173584
	Iteration 11Q: 3 clusters Score -449944.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -449974.562500 Penalty: 2642.173584
	Iteration 12Q: 3 clusters Score -449974.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -450000.218750 Penalty: 2642.173584
	Iteration 13Q: 3 clusters Score -450000.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -450019.812500 Penalty: 2642.173584
	Iteration 14Q: 3 clusters Score -450019.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -450029.968750 Penalty: 2642.173584
	Iteration 15Q: 3 clusters Score -450030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -450044.000000 Penalty: 2642.173584
	Iteration 16Q: 3 clusters Score -450044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -450056.843750 Penalty: 2642.173584
	Iteration 17Q: 3 clusters Score -450056.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -450068.593750 Penalty: 2642.173584
	Iteration 18Q: 3 clusters Score -450068.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -450079.625000 Penalty: 2642.173584
	Iteration 19Q: 3 clusters Score -450079.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -450088.656250 Penalty: 2642.173584
	Iteration 20F: 3 clusters Score -450088.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -450100.250000 Penalty: 2642.173584
	Iteration 21Q: 3 clusters Score -450100.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -450108.812500 Penalty: 2642.173584
	Iteration 22Q: 3 clusters Score -450108.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -450116.906250 Penalty: 2642.173584
	Iteration 23Q: 3 clusters Score -450116.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -450125.281250 Penalty: 2642.173584
	Iteration 24Q: 3 clusters Score -450125.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -450135.250000 Penalty: 2642.173584
	Iteration 25Q: 3 clusters Score -450135.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -450148.625000 Penalty: 2642.173584
	Iteration 26Q: 3 clusters Score -450148.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -450164.468750 Penalty: 2642.173584
	Iteration 27Q: 3 clusters Score -450164.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -450181.343750 Penalty: 2642.173584
	Iteration 28Q: 3 clusters Score -450181.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -450193.687500 Penalty: 2642.173584
	Iteration 29Q: 3 clusters Score -450193.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -450203.468750 Penalty: 2642.173584
	Iteration 30Q: 3 clusters Score -450203.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -450220.218750 Penalty: 2642.173584
	Iteration 31Q: 3 clusters Score -450220.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -450236.531250 Penalty: 2642.173584
	Iteration 32Q: 3 clusters Score -450236.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -450252.000000 Penalty: 2642.173584
	Iteration 33Q: 3 clusters Score -450252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -450271.250000 Penalty: 2642.173584
	Iteration 34Q: 3 clusters Score -450271.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -450291.187500 Penalty: 2642.173584
	Iteration 35Q: 3 clusters Score -450291.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -450303.968750 Penalty: 2642.173584
	Iteration 36Q: 3 clusters Score -450304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -450311.750000 Penalty: 2642.173584
	Iteration 37Q: 3 clusters Score -450311.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -450320.125000 Penalty: 2642.173584
	Iteration 38Q: 3 clusters Score -450320.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -450327.906250 Penalty: 2642.173584
	Iteration 39Q: 3 clusters Score -450327.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -450330.968750 Penalty: 2642.173584
	Iteration 40F: 3 clusters Score -450331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -450335.031250 Penalty: 2642.173584
	Iteration 41Q: 3 clusters Score -450335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -450339.281250 Penalty: 2642.173584
	Iteration 42Q: 3 clusters Score -450339.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -450344.125000 Penalty: 2642.173584
	Iteration 43Q: 3 clusters Score -450344.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -450349.718750 Penalty: 2642.173584
	Iteration 44Q: 3 clusters Score -450349.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -450356.531250 Penalty: 2642.173584
	Iteration 45Q: 3 clusters Score -450356.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -450364.093750 Penalty: 2642.173584
	Iteration 46Q: 3 clusters Score -450364.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -450370.718750 Penalty: 2642.173584
	Iteration 47Q: 3 clusters Score -450370.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -450374.312500 Penalty: 2642.173584
	Iteration 48Q: 3 clusters Score -450374.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -450377.000000 Penalty: 2642.173584
	Iteration 49Q: 3 clusters Score -450377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -450377.468750 Penalty: 2642.173584
	Iteration 50Q: 3 clusters Score -450377.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -450379.000000 Penalty: 2642.173584
	Iteration 51Q: 3 clusters Score -450379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -450380.312500 Penalty: 2642.173584
	Iteration 52Q: 3 clusters Score -450380.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -450380.312500 Penalty: 2642.173584
	Iteration 53F: 3 clusters Score -450380.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Entering Unmasked Estep 
Score: -424956.437500 Penalty: 1317.602295
	Iteration 0F: 2 clusters Score -424956.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -422054.781250 Penalty: 2635.204590
	Iteration 0F: 3 clusters Score -422054.8 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -422766.343750 Penalty: 2635.204590
	Iteration 1F: 3 clusters Score -422766.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -422899.218750 Penalty: 2635.204590
	Iteration 2F: 3 clusters Score -422899.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -422970.125000 Penalty: 2635.204590
	Iteration 3Q: 3 clusters Score -422970.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -423022.125000 Penalty: 2635.204590
	Iteration 4Q: 3 clusters Score -423022.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -423062.250000 Penalty: 2635.204590
	Iteration 5Q: 3 clusters Score -423062.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -423097.156250 Penalty: 2635.204590
	Iteration 6Q: 3 clusters Score -423097.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -423125.093750 Penalty: 2635.204590
	Iteration 7Q: 3 clusters Score -423125.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -423142.125000 Penalty: 2635.204590
	Iteration 8Q: 3 clusters Score -423142.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -423155.093750 Penalty: 2635.204590
	Iteration 9Q: 3 clusters Score -423155.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -423165.812500 Penalty: 2635.204590
	Iteration 10Q: 3 clusters Score -423165.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -423178.250000 Penalty: 2635.204590
	Iteration 11Q: 3 clusters Score -423178.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -423196.375000 Penalty: 2635.204590
	Iteration 12Q: 3 clusters Score -423196.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -423208.281250 Penalty: 2635.204590
	Iteration 13Q: 3 clusters Score -423208.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -423217.843750 Penalty: 2635.204590
	Iteration 14Q: 3 clusters Score -423217.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -423224.562500 Penalty: 2635.204590
	Iteration 15Q: 3 clusters Score -423224.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -423229.625000 Penalty: 2635.204590
	Iteration 16Q: 3 clusters Score -423229.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -423236.125000 Penalty: 2635.204590
	Iteration 17Q: 3 clusters Score -423236.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -423240.406250 Penalty: 2635.204590
	Iteration 18Q: 3 clusters Score -423240.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -423244.218750 Penalty: 2635.204590
	Iteration 19Q: 3 clusters Score -423244.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -423248.468750 Penalty: 2635.204590
	Iteration 20F: 3 clusters Score -423248.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -423253.843750 Penalty: 2635.204590
	Iteration 21Q: 3 clusters Score -423253.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -423260.812500 Penalty: 2635.204590
	Iteration 22Q: 3 clusters Score -423260.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -423267.937500 Penalty: 2635.204590
	Iteration 23Q: 3 clusters Score -423267.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -423280.031250 Penalty: 2635.204590
	Iteration 24Q: 3 clusters Score -423280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -423297.437500 Penalty: 2635.204590
	Iteration 25Q: 3 clusters Score -423297.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -423310.000000 Penalty: 2635.204590
	Iteration 26Q: 3 clusters Score -423310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -423323.656250 Penalty: 2635.204590
	Iteration 27Q: 3 clusters Score -423323.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -423344.937500 Penalty: 2635.204590
	Iteration 28Q: 3 clusters Score -423344.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -423365.656250 Penalty: 2635.204590
	Iteration 29Q: 3 clusters Score -423365.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -423386.062500 Penalty: 2635.204590
	Iteration 30Q: 3 clusters Score -423386.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -423414.687500 Penalty: 2635.204590
	Iteration 31Q: 3 clusters Score -423414.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -423438.250000 Penalty: 2635.204590
	Iteration 32Q: 3 clusters Score -423438.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -423469.375000 Penalty: 2635.204590
	Iteration 33Q: 3 clusters Score -423469.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -423496.531250 Penalty: 2635.204590
	Iteration 34Q: 3 clusters Score -423496.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -423513.343750 Penalty: 2635.204590
	Iteration 35Q: 3 clusters Score -423513.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -423527.125000 Penalty: 2635.204590
	Iteration 36Q: 3 clusters Score -423527.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -423537.625000 Penalty: 2635.204590
	Iteration 37Q: 3 clusters Score -423537.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -423543.937500 Penalty: 2635.204590
	Iteration 38Q: 3 clusters Score -423543.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -423551.000000 Penalty: 2635.204590
	Iteration 39Q: 3 clusters Score -423551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -423553.843750 Penalty: 2635.204590
	Iteration 40F: 3 clusters Score -423553.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -423560.062500 Penalty: 2635.204590
	Iteration 41Q: 3 clusters Score -423560.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -423570.687500 Penalty: 2635.204590
	Iteration 42Q: 3 clusters Score -423570.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -423586.531250 Penalty: 2635.204590
	Iteration 43Q: 3 clusters Score -423586.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -423600.375000 Penalty: 2635.204590
	Iteration 44Q: 3 clusters Score -423600.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -423608.125000 Penalty: 2635.204590
	Iteration 45Q: 3 clusters Score -423608.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -423614.875000 Penalty: 2635.204590
	Iteration 46Q: 3 clusters Score -423614.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -423623.875000 Penalty: 2635.204590
	Iteration 47Q: 3 clusters Score -423623.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -423634.406250 Penalty: 2635.204590
	Iteration 48Q: 3 clusters Score -423634.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -423645.531250 Penalty: 2635.204590
	Iteration 49Q: 3 clusters Score -423645.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -423655.500000 Penalty: 2635.204590
	Iteration 50Q: 3 clusters Score -423655.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -423661.906250 Penalty: 2635.204590
	Iteration 51Q: 3 clusters Score -423661.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -423669.593750 Penalty: 2635.204590
	Iteration 52Q: 3 clusters Score -423669.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -423673.156250 Penalty: 2635.204590
	Iteration 53Q: 3 clusters Score -423673.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -423677.468750 Penalty: 2635.204590
	Iteration 54Q: 3 clusters Score -423677.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -423682.187500 Penalty: 2635.204590
	Iteration 55Q: 3 clusters Score -423682.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -423684.031250 Penalty: 2635.204590
	Iteration 56Q: 3 clusters Score -423684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -423684.906250 Penalty: 2635.204590
	Iteration 57Q: 3 clusters Score -423684.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -423684.906250 Penalty: 2635.204590
	Iteration 58F: 3 clusters Score -423684.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (15066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Entering Unmasked Estep 
Score: -2293683.250000 Penalty: 1563.281738
	Iteration 0F: 2 clusters Score -2293683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2283619.500000 Penalty: 3126.563477
	Iteration 0F: 3 clusters Score -2283620 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2287501.500000 Penalty: 3126.563477
	Iteration 1F: 3 clusters Score -2287502 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2287866.000000 Penalty: 3126.563477
	Iteration 2F: 3 clusters Score -2287866 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2288193.000000 Penalty: 3126.563477
	Iteration 3F: 3 clusters Score -2288193 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2288518.000000 Penalty: 3126.563477
	Iteration 4F: 3 clusters Score -2288518 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2288809.250000 Penalty: 3126.563477
	Iteration 5Q: 3 clusters Score -2288809 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2289087.250000 Penalty: 3126.563477
	Iteration 6Q: 3 clusters Score -2289087 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2289354.750000 Penalty: 3126.563477
	Iteration 7Q: 3 clusters Score -2289355 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2289612.500000 Penalty: 3126.563477
	Iteration 8Q: 3 clusters Score -2289612 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2289893.750000 Penalty: 3126.563477
	Iteration 9Q: 3 clusters Score -2289894 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2290211.250000 Penalty: 3126.563477
	Iteration 10Q: 3 clusters Score -2290211 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2290543.750000 Penalty: 3126.563477
	Iteration 11Q: 3 clusters Score -2290544 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2290845.250000 Penalty: 3126.563477
	Iteration 12Q: 3 clusters Score -2290845 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2291116.750000 Penalty: 3126.563477
	Iteration 13Q: 3 clusters Score -2291117 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2291348.000000 Penalty: 3126.563477
	Iteration 14Q: 3 clusters Score -2291348 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2291523.500000 Penalty: 3126.563477
	Iteration 15Q: 3 clusters Score -2291524 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2291635.500000 Penalty: 3126.563477
	Iteration 16Q: 3 clusters Score -2291636 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2291735.500000 Penalty: 3126.563477
	Iteration 17Q: 3 clusters Score -2291736 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2291811.250000 Penalty: 3126.563477
	Iteration 18Q: 3 clusters Score -2291811 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2291875.250000 Penalty: 3126.563477
	Iteration 19Q: 3 clusters Score -2291875 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2291912.500000 Penalty: 3126.563477
	Iteration 20F: 3 clusters Score -2291912 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2291932.250000 Penalty: 3126.563477
	Iteration 21Q: 3 clusters Score -2291932 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2291975.750000 Penalty: 3126.563477
	Iteration 22Q: 3 clusters Score -2291976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2291996.500000 Penalty: 3126.563477
	Iteration 23Q: 3 clusters Score -2291996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2292017.000000 Penalty: 3126.563477
	Iteration 24Q: 3 clusters Score -2292017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2292044.500000 Penalty: 3126.563477
	Iteration 25Q: 3 clusters Score -2292044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2292059.250000 Penalty: 3126.563477
	Iteration 26Q: 3 clusters Score -2292059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2292071.000000 Penalty: 3126.563477
	Iteration 27Q: 3 clusters Score -2292071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2292085.500000 Penalty: 3126.563477
	Iteration 28Q: 3 clusters Score -2292086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2292094.250000 Penalty: 3126.563477
	Iteration 29Q: 3 clusters Score -2292094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2292100.250000 Penalty: 3126.563477
	Iteration 30Q: 3 clusters Score -2292100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2292105.500000 Penalty: 3126.563477
	Iteration 31Q: 3 clusters Score -2292106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2292125.000000 Penalty: 3126.563477
	Iteration 32Q: 3 clusters Score -2292125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2292131.500000 Penalty: 3126.563477
	Iteration 33Q: 3 clusters Score -2292132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2292141.250000 Penalty: 3126.563477
	Iteration 34Q: 3 clusters Score -2292141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2292140.250000 Penalty: 3126.563477
	Iteration 35Q: 3 clusters Score -2292140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2292142.500000 Penalty: 3126.563477
	Iteration 36Q: 3 clusters Score -2292142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2292147.250000 Penalty: 3126.563477
	Iteration 37Q: 3 clusters Score -2292147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2292148.000000 Penalty: 3126.563477
	Iteration 38Q: 3 clusters Score -2292148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2292152.500000 Penalty: 3126.563477
	Iteration 39Q: 3 clusters Score -2292152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2292153.750000 Penalty: 3126.563477
	Iteration 40F: 3 clusters Score -2292154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2292158.250000 Penalty: 3126.563477
	Iteration 41Q: 3 clusters Score -2292158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2292159.750000 Penalty: 3126.563477
	Iteration 42Q: 3 clusters Score -2292160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2292161.000000 Penalty: 3126.563477
	Iteration 43Q: 3 clusters Score -2292161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2292170.500000 Penalty: 3126.563477
	Iteration 44Q: 3 clusters Score -2292170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2292176.500000 Penalty: 3126.563477
	Iteration 45Q: 3 clusters Score -2292176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2292176.750000 Penalty: 3126.563477
	Iteration 46Q: 3 clusters Score -2292177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2292179.500000 Penalty: 3126.563477
	Iteration 47Q: 3 clusters Score -2292180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2292186.250000 Penalty: 3126.563477
	Iteration 48Q: 3 clusters Score -2292186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2292192.750000 Penalty: 3126.563477
	Iteration 49Q: 3 clusters Score -2292193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2292197.250000 Penalty: 3126.563477
	Iteration 50Q: 3 clusters Score -2292197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2292195.250000 Penalty: 3126.563477
	Iteration 51Q: 3 clusters Score -2292195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2292201.000000 Penalty: 3126.563477
	Iteration 52Q: 3 clusters Score -2292201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2292201.250000 Penalty: 3126.563477
	Iteration 53Q: 3 clusters Score -2292201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2292201.500000 Penalty: 3126.563477
	Iteration 54Q: 3 clusters Score -2292202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2292206.000000 Penalty: 3126.563477
	Iteration 55Q: 3 clusters Score -2292206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2292210.500000 Penalty: 3126.563477
	Iteration 56Q: 3 clusters Score -2292210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2292217.750000 Penalty: 3126.563477
	Iteration 57Q: 3 clusters Score -2292218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2292223.250000 Penalty: 3126.563477
	Iteration 58Q: 3 clusters Score -2292223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2292225.250000 Penalty: 3126.563477
	Iteration 59Q: 3 clusters Score -2292225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2292225.750000 Penalty: 3126.563477
	Iteration 60F: 3 clusters Score -2292226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2292230.000000 Penalty: 3126.563477
	Iteration 61Q: 3 clusters Score -2292230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2292230.000000 Penalty: 3126.563477
	Iteration 62F: 3 clusters Score -2292230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Entering Unmasked Estep 
Score: -1523038.125000 Penalty: 1496.794067
	Iteration 0F: 2 clusters Score -1523038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1515891.125000 Penalty: 2993.588135
	Iteration 0F: 3 clusters Score -1515891 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1518256.750000 Penalty: 2993.588135
	Iteration 1F: 3 clusters Score -1518257 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1518559.875000 Penalty: 2993.588135
	Iteration 2F: 3 clusters Score -1518560 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1518814.250000 Penalty: 2993.588135
	Iteration 3F: 3 clusters Score -1518814 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1519088.250000 Penalty: 2993.588135
	Iteration 4F: 3 clusters Score -1519088 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1519335.750000 Penalty: 2993.588135
	Iteration 5Q: 3 clusters Score -1519336 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1519581.000000 Penalty: 2993.588135
	Iteration 6Q: 3 clusters Score -1519581 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1519813.625000 Penalty: 2993.588135
	Iteration 7Q: 3 clusters Score -1519814 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1520045.000000 Penalty: 2993.588135
	Iteration 8Q: 3 clusters Score -1520045 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1520265.000000 Penalty: 2993.588135
	Iteration 9Q: 3 clusters Score -1520265 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1520507.750000 Penalty: 2993.588135
	Iteration 10Q: 3 clusters Score -1520508 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1520734.000000 Penalty: 2993.588135
	Iteration 11Q: 3 clusters Score -1520734 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1520913.500000 Penalty: 2993.588135
	Iteration 12Q: 3 clusters Score -1520914 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1521059.375000 Penalty: 2993.588135
	Iteration 13Q: 3 clusters Score -1521059 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1521156.500000 Penalty: 2993.588135
	Iteration 14Q: 3 clusters Score -1521156 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1521217.000000 Penalty: 2993.588135
	Iteration 15Q: 3 clusters Score -1521217 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1521251.125000 Penalty: 2993.588135
	Iteration 16Q: 3 clusters Score -1521251 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1521280.625000 Penalty: 2993.588135
	Iteration 17Q: 3 clusters Score -1521281 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1521300.000000 Penalty: 2993.588135
	Iteration 18Q: 3 clusters Score -1521300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1521317.875000 Penalty: 2993.588135
	Iteration 19Q: 3 clusters Score -1521318 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1521335.125000 Penalty: 2993.588135
	Iteration 20F: 3 clusters Score -1521335 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1521351.250000 Penalty: 2993.588135
	Iteration 21Q: 3 clusters Score -1521351 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1521367.625000 Penalty: 2993.588135
	Iteration 22Q: 3 clusters Score -1521368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1521381.250000 Penalty: 2993.588135
	Iteration 23Q: 3 clusters Score -1521381 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1521405.250000 Penalty: 2993.588135
	Iteration 24Q: 3 clusters Score -1521405 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1521415.250000 Penalty: 2993.588135
	Iteration 25Q: 3 clusters Score -1521415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1521430.250000 Penalty: 2993.588135
	Iteration 26Q: 3 clusters Score -1521430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1521439.125000 Penalty: 2993.588135
	Iteration 27Q: 3 clusters Score -1521439 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1521462.000000 Penalty: 2993.588135
	Iteration 28Q: 3 clusters Score -1521462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1521469.250000 Penalty: 2993.588135
	Iteration 29Q: 3 clusters Score -1521469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1521475.000000 Penalty: 2993.588135
	Iteration 30Q: 3 clusters Score -1521475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1521475.875000 Penalty: 2993.588135
	Iteration 31Q: 3 clusters Score -1521476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1521482.250000 Penalty: 2993.588135
	Iteration 32Q: 3 clusters Score -1521482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1521487.750000 Penalty: 2993.588135
	Iteration 33Q: 3 clusters Score -1521488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1521490.875000 Penalty: 2993.588135
	Iteration 34Q: 3 clusters Score -1521491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1521493.000000 Penalty: 2993.588135
	Iteration 35Q: 3 clusters Score -1521493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1521492.875000 Penalty: 2993.588135
	Iteration 36Q: 3 clusters Score -1521493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1521495.000000 Penalty: 2993.588135
	Iteration 37Q: 3 clusters Score -1521495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1521499.250000 Penalty: 2993.588135
	Iteration 38Q: 3 clusters Score -1521499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1521503.000000 Penalty: 2993.588135
	Iteration 39Q: 3 clusters Score -1521503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1521506.500000 Penalty: 2993.588135
	Iteration 40F: 3 clusters Score -1521506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1521512.000000 Penalty: 2993.588135
	Iteration 41Q: 3 clusters Score -1521512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1521514.125000 Penalty: 2993.588135
	Iteration 42Q: 3 clusters Score -1521514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1521515.375000 Penalty: 2993.588135
	Iteration 43Q: 3 clusters Score -1521515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1521518.500000 Penalty: 2993.588135
	Iteration 44Q: 3 clusters Score -1521518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1521520.500000 Penalty: 2993.588135
	Iteration 45Q: 3 clusters Score -1521520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1521523.250000 Penalty: 2993.588135
	Iteration 46Q: 3 clusters Score -1521523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1521524.000000 Penalty: 2993.588135
	Iteration 47Q: 3 clusters Score -1521524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1521528.375000 Penalty: 2993.588135
	Iteration 48Q: 3 clusters Score -1521528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1521532.750000 Penalty: 2993.588135
	Iteration 49Q: 3 clusters Score -1521533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1521535.875000 Penalty: 2993.588135
	Iteration 50Q: 3 clusters Score -1521536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1521541.125000 Penalty: 2993.588135
	Iteration 51Q: 3 clusters Score -1521541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1521545.375000 Penalty: 2993.588135
	Iteration 52Q: 3 clusters Score -1521545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1521544.625000 Penalty: 2993.588135
	Iteration 53Q: 3 clusters Score -1521545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1521550.625000 Penalty: 2993.588135
	Iteration 54Q: 3 clusters Score -1521551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1521552.375000 Penalty: 2993.588135
	Iteration 55Q: 3 clusters Score -1521552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1521553.875000 Penalty: 2993.588135
	Iteration 56Q: 3 clusters Score -1521554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1521557.875000 Penalty: 2993.588135
	Iteration 57Q: 3 clusters Score -1521558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1521560.750000 Penalty: 2993.588135
	Iteration 58Q: 3 clusters Score -1521561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1521560.875000 Penalty: 2993.588135
	Iteration 59Q: 3 clusters Score -1521561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1521567.125000 Penalty: 2993.588135
	Iteration 60F: 3 clusters Score -1521567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1521574.250000 Penalty: 2993.588135
	Iteration 61Q: 3 clusters Score -1521574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1521575.125000 Penalty: 2993.588135
	Iteration 62Q: 3 clusters Score -1521575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1521576.000000 Penalty: 2993.588135
	Iteration 63Q: 3 clusters Score -1521576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1521576.250000 Penalty: 2993.588135
	Iteration 64Q: 3 clusters Score -1521576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1521580.625000 Penalty: 2993.588135
	Iteration 65Q: 3 clusters Score -1521581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1521584.500000 Penalty: 2993.588135
	Iteration 66Q: 3 clusters Score -1521584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1521590.250000 Penalty: 2993.588135
	Iteration 67Q: 3 clusters Score -1521590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1521594.500000 Penalty: 2993.588135
	Iteration 68Q: 3 clusters Score -1521594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1521595.250000 Penalty: 2993.588135
	Iteration 69Q: 3 clusters Score -1521595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1521599.000000 Penalty: 2993.588135
	Iteration 70Q: 3 clusters Score -1521599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1521612.250000 Penalty: 2993.588135
	Iteration 71Q: 3 clusters Score -1521612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1521618.500000 Penalty: 2993.588135
	Iteration 72Q: 3 clusters Score -1521618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1521633.375000 Penalty: 2993.588135
	Iteration 73Q: 3 clusters Score -1521633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1521641.250000 Penalty: 2993.588135
	Iteration 74Q: 3 clusters Score -1521641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1521649.000000 Penalty: 2993.588135
	Iteration 75Q: 3 clusters Score -1521649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1521655.875000 Penalty: 2993.588135
	Iteration 76Q: 3 clusters Score -1521656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1521655.625000 Penalty: 2993.588135
	Iteration 77Q: 3 clusters Score -1521656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1521660.250000 Penalty: 2993.588135
	Iteration 78Q: 3 clusters Score -1521660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1521662.625000 Penalty: 2993.588135
	Iteration 79Q: 3 clusters Score -1521663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1521664.625000 Penalty: 2993.588135
	Iteration 80F: 3 clusters Score -1521665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1521664.625000 Penalty: 2993.588135
	Iteration 81Q: 3 clusters Score -1521665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1521665.625000 Penalty: 2993.588135
	Iteration 82Q: 3 clusters Score -1521666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1521664.500000 Penalty: 2993.588135
	Iteration 83Q: 3 clusters Score -1521664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1521664.500000 Penalty: 2993.588135
	Iteration 84F: 3 clusters Score -1521664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Entering Unmasked Estep 
Score: -975590.312500 Penalty: 1432.834961
	Iteration 0F: 2 clusters Score -975590.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -970545.187500 Penalty: 2865.669922
	Iteration 0F: 3 clusters Score -970545.2 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -972126.750000 Penalty: 2865.669922
	Iteration 1F: 3 clusters Score -972126.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -972427.875000 Penalty: 2865.669922
	Iteration 2F: 3 clusters Score -972427.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -972714.500000 Penalty: 2865.669922
	Iteration 3F: 3 clusters Score -972714.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -972941.875000 Penalty: 2865.669922
	Iteration 4F: 3 clusters Score -972941.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -973105.437500 Penalty: 2865.669922
	Iteration 5Q: 3 clusters Score -973105.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -973218.750000 Penalty: 2865.669922
	Iteration 6Q: 3 clusters Score -973218.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -973311.062500 Penalty: 2865.669922
	Iteration 7Q: 3 clusters Score -973311.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -973410.312500 Penalty: 2865.669922
	Iteration 8Q: 3 clusters Score -973410.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -973495.625000 Penalty: 2865.669922
	Iteration 9Q: 3 clusters Score -973495.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -973584.875000 Penalty: 2865.669922
	Iteration 10Q: 3 clusters Score -973584.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -973685.375000 Penalty: 2865.669922
	Iteration 11Q: 3 clusters Score -973685.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -973814.625000 Penalty: 2865.669922
	Iteration 12Q: 3 clusters Score -973814.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -973966.000000 Penalty: 2865.669922
	Iteration 13Q: 3 clusters Score -973966 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -974074.937500 Penalty: 2865.669922
	Iteration 14Q: 3 clusters Score -974074.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -974181.187500 Penalty: 2865.669922
	Iteration 15Q: 3 clusters Score -974181.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -974252.187500 Penalty: 2865.669922
	Iteration 16Q: 3 clusters Score -974252.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -974295.250000 Penalty: 2865.669922
	Iteration 17Q: 3 clusters Score -974295.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -974331.312500 Penalty: 2865.669922
	Iteration 18Q: 3 clusters Score -974331.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -974359.500000 Penalty: 2865.669922
	Iteration 19Q: 3 clusters Score -974359.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -974378.562500 Penalty: 2865.669922
	Iteration 20F: 3 clusters Score -974378.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -974392.187500 Penalty: 2865.669922
	Iteration 21Q: 3 clusters Score -974392.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -974412.562500 Penalty: 2865.669922
	Iteration 22Q: 3 clusters Score -974412.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -974425.250000 Penalty: 2865.669922
	Iteration 23Q: 3 clusters Score -974425.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -974434.937500 Penalty: 2865.669922
	Iteration 24Q: 3 clusters Score -974434.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -974441.625000 Penalty: 2865.669922
	Iteration 25Q: 3 clusters Score -974441.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -974443.125000 Penalty: 2865.669922
	Iteration 26Q: 3 clusters Score -974443.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -974449.250000 Penalty: 2865.669922
	Iteration 27Q: 3 clusters Score -974449.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -974450.687500 Penalty: 2865.669922
	Iteration 28Q: 3 clusters Score -974450.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -974453.375000 Penalty: 2865.669922
	Iteration 29Q: 3 clusters Score -974453.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -974457.562500 Penalty: 2865.669922
	Iteration 30Q: 3 clusters Score -974457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -974455.750000 Penalty: 2865.669922
	Iteration 31Q: 3 clusters Score -974455.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -974454.562500 Penalty: 2865.669922
	Iteration 32Q: 3 clusters Score -974454.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -974455.875000 Penalty: 2865.669922
	Iteration 33Q: 3 clusters Score -974455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -974458.750000 Penalty: 2865.669922
	Iteration 34Q: 3 clusters Score -974458.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -974459.437500 Penalty: 2865.669922
	Iteration 35Q: 3 clusters Score -974459.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -974458.750000 Penalty: 2865.669922
	Iteration 36Q: 3 clusters Score -974458.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -974462.625000 Penalty: 2865.669922
	Iteration 37Q: 3 clusters Score -974462.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -974461.750000 Penalty: 2865.669922
	Iteration 38Q: 3 clusters Score -974461.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -974463.625000 Penalty: 2865.669922
	Iteration 39Q: 3 clusters Score -974463.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -974466.750000 Penalty: 2865.669922
	Iteration 40F: 3 clusters Score -974466.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -974466.937500 Penalty: 2865.669922
	Iteration 41Q: 3 clusters Score -974466.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -974468.750000 Penalty: 2865.669922
	Iteration 42Q: 3 clusters Score -974468.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -974467.875000 Penalty: 2865.669922
	Iteration 43Q: 3 clusters Score -974467.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -974468.625000 Penalty: 2865.669922
	Iteration 44Q: 3 clusters Score -974468.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -974470.875000 Penalty: 2865.669922
	Iteration 45Q: 3 clusters Score -974470.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -974470.562500 Penalty: 2865.669922
	Iteration 46Q: 3 clusters Score -974470.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -974470.562500 Penalty: 2865.669922
	Iteration 47F: 3 clusters Score -974470.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Entering Unmasked Estep 
Score: -483758.562500 Penalty: 1323.179810
	Iteration 0F: 2 clusters Score -483758.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -480800.218750 Penalty: 2646.359619
	Iteration 0F: 3 clusters Score -480800.2 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -481558.031250 Penalty: 2646.359619
	Iteration 1F: 3 clusters Score -481558 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -481772.906250 Penalty: 2646.359619
	Iteration 2F: 3 clusters Score -481772.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -481975.937500 Penalty: 2646.359619
	Iteration 3F: 3 clusters Score -481975.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -482144.968750 Penalty: 2646.359619
	Iteration 4F: 3 clusters Score -482145 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -482264.281250 Penalty: 2646.359619
	Iteration 5F: 3 clusters Score -482264.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -482360.968750 Penalty: 2646.359619
	Iteration 6Q: 3 clusters Score -482361 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -482452.375000 Penalty: 2646.359619
	Iteration 7Q: 3 clusters Score -482452.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -482521.468750 Penalty: 2646.359619
	Iteration 8Q: 3 clusters Score -482521.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -482572.531250 Penalty: 2646.359619
	Iteration 9Q: 3 clusters Score -482572.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -482614.968750 Penalty: 2646.359619
	Iteration 10Q: 3 clusters Score -482615 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -482654.312500 Penalty: 2646.359619
	Iteration 11Q: 3 clusters Score -482654.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -482689.437500 Penalty: 2646.359619
	Iteration 12Q: 3 clusters Score -482689.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -482714.625000 Penalty: 2646.359619
	Iteration 13Q: 3 clusters Score -482714.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -482732.218750 Penalty: 2646.359619
	Iteration 14Q: 3 clusters Score -482732.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -482742.500000 Penalty: 2646.359619
	Iteration 15Q: 3 clusters Score -482742.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -482758.781250 Penalty: 2646.359619
	Iteration 16Q: 3 clusters Score -482758.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -482770.437500 Penalty: 2646.359619
	Iteration 17Q: 3 clusters Score -482770.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -482782.656250 Penalty: 2646.359619
	Iteration 18Q: 3 clusters Score -482782.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -482790.500000 Penalty: 2646.359619
	Iteration 19Q: 3 clusters Score -482790.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -482797.375000 Penalty: 2646.359619
	Iteration 20F: 3 clusters Score -482797.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -482799.125000 Penalty: 2646.359619
	Iteration 21Q: 3 clusters Score -482799.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -482803.093750 Penalty: 2646.359619
	Iteration 22Q: 3 clusters Score -482803.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -482804.968750 Penalty: 2646.359619
	Iteration 23Q: 3 clusters Score -482805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -482806.750000 Penalty: 2646.359619
	Iteration 24Q: 3 clusters Score -482806.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -482810.281250 Penalty: 2646.359619
	Iteration 25Q: 3 clusters Score -482810.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -482811.031250 Penalty: 2646.359619
	Iteration 26Q: 3 clusters Score -482811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -482814.625000 Penalty: 2646.359619
	Iteration 27Q: 3 clusters Score -482814.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -482815.750000 Penalty: 2646.359619
	Iteration 28Q: 3 clusters Score -482815.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -482816.250000 Penalty: 2646.359619
	Iteration 29Q: 3 clusters Score -482816.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -482817.343750 Penalty: 2646.359619
	Iteration 30Q: 3 clusters Score -482817.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -482817.875000 Penalty: 2646.359619
	Iteration 31Q: 3 clusters Score -482817.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -482817.875000 Penalty: 2646.359619
	Iteration 32F: 3 clusters Score -482817.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -19569.041016 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -19569.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18929.355469 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -18929.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18992.796875 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -18992.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19012.960938 Penalty: 1720.324097
	Iteration 2Q: 3 clusters Score -19012.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19031.693359 Penalty: 1720.324097
	Iteration 3Q: 3 clusters Score -19031.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19055.771484 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -19055.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19056.115234 Penalty: 1720.324097
	Iteration 5Q: 3 clusters Score -19056.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19058.228516 Penalty: 1720.324097
	Iteration 6Q: 3 clusters Score -19058.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19060.828125 Penalty: 1720.324097
	Iteration 7Q: 3 clusters Score -19060.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19065.966797 Penalty: 1720.324097
	Iteration 8Q: 3 clusters Score -19065.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19072.048828 Penalty: 1720.324097
	Iteration 9Q: 3 clusters Score -19072.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19079.505859 Penalty: 1720.324097
	Iteration 10Q: 3 clusters Score -19079.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19088.761719 Penalty: 1720.324097
	Iteration 11Q: 3 clusters Score -19088.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -19103.234375 Penalty: 1720.324097
	Iteration 12Q: 3 clusters Score -19103.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -19133.384766 Penalty: 1720.324097
	Iteration 13Q: 3 clusters Score -19133.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -19161.625000 Penalty: 1720.324097
	Iteration 14Q: 3 clusters Score -19161.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -19174.443359 Penalty: 1720.324097
	Iteration 15Q: 3 clusters Score -19174.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -19177.361328 Penalty: 1720.324097
	Iteration 16Q: 3 clusters Score -19177.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19183.449219 Penalty: 1720.324097
	Iteration 17Q: 3 clusters Score -19183.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19183.449219 Penalty: 1720.324097
	Iteration 18F: 3 clusters Score -19183.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -197905.468750 Penalty: 1197.764771
	Iteration 0F: 2 clusters Score -197905.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -196017.421875 Penalty: 2395.529541
	Iteration 0F: 3 clusters Score -196017.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -196419.296875 Penalty: 2395.529541
	Iteration 1F: 3 clusters Score -196419.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -196566.687500 Penalty: 2395.529541
	Iteration 2F: 3 clusters Score -196566.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -196666.265625 Penalty: 2395.529541
	Iteration 3F: 3 clusters Score -196666.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -196779.546875 Penalty: 2395.529541
	Iteration 4F: 3 clusters Score -196779.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -196917.343750 Penalty: 2395.529541
	Iteration 5F: 3 clusters Score -196917.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -197044.750000 Penalty: 2395.529541
	Iteration 6F: 3 clusters Score -197044.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -197184.562500 Penalty: 2395.529541
	Iteration 7Q: 3 clusters Score -197184.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -197327.359375 Penalty: 2395.529541
	Iteration 8F: 3 clusters Score -197327.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -197427.484375 Penalty: 2395.529541
	Iteration 9Q: 3 clusters Score -197427.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -197504.343750 Penalty: 2395.529541
	Iteration 10Q: 3 clusters Score -197504.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -197555.859375 Penalty: 2395.529541
	Iteration 11Q: 3 clusters Score -197555.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -197594.671875 Penalty: 2395.529541
	Iteration 12Q: 3 clusters Score -197594.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -197630.421875 Penalty: 2395.529541
	Iteration 13Q: 3 clusters Score -197630.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -197648.359375 Penalty: 2395.529541
	Iteration 14Q: 3 clusters Score -197648.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -197657.437500 Penalty: 2395.529541
	Iteration 15Q: 3 clusters Score -197657.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -197663.156250 Penalty: 2395.529541
	Iteration 16Q: 3 clusters Score -197663.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -197664.562500 Penalty: 2395.529541
	Iteration 17Q: 3 clusters Score -197664.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -197665.156250 Penalty: 2395.529541
	Iteration 18Q: 3 clusters Score -197665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -197665.875000 Penalty: 2395.529541
	Iteration 19Q: 3 clusters Score -197665.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -197670.781250 Penalty: 2395.529541
	Iteration 20F: 3 clusters Score -197670.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -197674.750000 Penalty: 2395.529541
	Iteration 21Q: 3 clusters Score -197674.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -197678.218750 Penalty: 2395.529541
	Iteration 22Q: 3 clusters Score -197678.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -197681.984375 Penalty: 2395.529541
	Iteration 23Q: 3 clusters Score -197682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -197682.421875 Penalty: 2395.529541
	Iteration 24Q: 3 clusters Score -197682.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -197683.109375 Penalty: 2395.529541
	Iteration 25Q: 3 clusters Score -197683.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -197683.109375 Penalty: 2395.529541
	Iteration 26F: 3 clusters Score -197683.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Entering Unmasked Estep 
Score: -343301.156250 Penalty: 1277.154663
	Iteration 0F: 2 clusters Score -343301.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -340875.437500 Penalty: 2554.309326
	Iteration 0F: 3 clusters Score -340875.4 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -341530.000000 Penalty: 2554.309326
	Iteration 1F: 3 clusters Score -341530 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -341711.312500 Penalty: 2554.309326
	Iteration 2F: 3 clusters Score -341711.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -341828.781250 Penalty: 2554.309326
	Iteration 3F: 3 clusters Score -341828.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -341910.125000 Penalty: 2554.309326
	Iteration 4Q: 3 clusters Score -341910.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -341963.468750 Penalty: 2554.309326
	Iteration 5Q: 3 clusters Score -341963.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -342004.343750 Penalty: 2554.309326
	Iteration 6Q: 3 clusters Score -342004.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -342037.937500 Penalty: 2554.309326
	Iteration 7Q: 3 clusters Score -342037.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -342058.343750 Penalty: 2554.309326
	Iteration 8Q: 3 clusters Score -342058.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -342080.875000 Penalty: 2554.309326
	Iteration 9Q: 3 clusters Score -342080.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -342099.562500 Penalty: 2554.309326
	Iteration 10Q: 3 clusters Score -342099.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -342114.750000 Penalty: 2554.309326
	Iteration 11Q: 3 clusters Score -342114.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -342129.031250 Penalty: 2554.309326
	Iteration 12Q: 3 clusters Score -342129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -342140.000000 Penalty: 2554.309326
	Iteration 13Q: 3 clusters Score -342140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -342146.250000 Penalty: 2554.309326
	Iteration 14Q: 3 clusters Score -342146.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -342152.343750 Penalty: 2554.309326
	Iteration 15Q: 3 clusters Score -342152.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -342155.531250 Penalty: 2554.309326
	Iteration 16Q: 3 clusters Score -342155.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -342158.218750 Penalty: 2554.309326
	Iteration 17Q: 3 clusters Score -342158.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -342159.156250 Penalty: 2554.309326
	Iteration 18Q: 3 clusters Score -342159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -342160.531250 Penalty: 2554.309326
	Iteration 19Q: 3 clusters Score -342160.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -342161.718750 Penalty: 2554.309326
	Iteration 20F: 3 clusters Score -342161.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -342161.500000 Penalty: 2554.309326
	Iteration 21Q: 3 clusters Score -342161.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -342162.000000 Penalty: 2554.309326
	Iteration 22Q: 3 clusters Score -342162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -342162.718750 Penalty: 2554.309326
	Iteration 23Q: 3 clusters Score -342162.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -342163.125000 Penalty: 2554.309326
	Iteration 24Q: 3 clusters Score -342163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -342164.656250 Penalty: 2554.309326
	Iteration 25Q: 3 clusters Score -342164.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -342164.812500 Penalty: 2554.309326
	Iteration 26Q: 3 clusters Score -342164.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -342164.812500 Penalty: 2554.309326
	Iteration 27F: 3 clusters Score -342164.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Entering Unmasked Estep 
Score: -940746.375000 Penalty: 1419.287598
	Iteration 0F: 2 clusters Score -940746.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -936001.437500 Penalty: 2838.575195
	Iteration 0F: 3 clusters Score -936001.4 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -937321.875000 Penalty: 2838.575195
	Iteration 1F: 3 clusters Score -937321.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -937527.562500 Penalty: 2838.575195
	Iteration 2F: 3 clusters Score -937527.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -937684.125000 Penalty: 2838.575195
	Iteration 3F: 3 clusters Score -937684.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -937788.125000 Penalty: 2838.575195
	Iteration 4Q: 3 clusters Score -937788.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -937885.187500 Penalty: 2838.575195
	Iteration 5Q: 3 clusters Score -937885.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -937962.062500 Penalty: 2838.575195
	Iteration 6Q: 3 clusters Score -937962.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -938043.312500 Penalty: 2838.575195
	Iteration 7Q: 3 clusters Score -938043.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -938123.687500 Penalty: 2838.575195
	Iteration 8Q: 3 clusters Score -938123.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -938207.125000 Penalty: 2838.575195
	Iteration 9Q: 3 clusters Score -938207.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -938296.875000 Penalty: 2838.575195
	Iteration 10Q: 3 clusters Score -938296.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -938392.312500 Penalty: 2838.575195
	Iteration 11Q: 3 clusters Score -938392.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -938485.000000 Penalty: 2838.575195
	Iteration 12Q: 3 clusters Score -938485 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -938595.125000 Penalty: 2838.575195
	Iteration 13Q: 3 clusters Score -938595.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -938710.937500 Penalty: 2838.575195
	Iteration 14Q: 3 clusters Score -938710.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -938836.500000 Penalty: 2838.575195
	Iteration 15Q: 3 clusters Score -938836.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -938934.750000 Penalty: 2838.575195
	Iteration 16Q: 3 clusters Score -938934.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -939030.562500 Penalty: 2838.575195
	Iteration 17Q: 3 clusters Score -939030.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -939117.812500 Penalty: 2838.575195
	Iteration 18Q: 3 clusters Score -939117.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -939189.375000 Penalty: 2838.575195
	Iteration 19Q: 3 clusters Score -939189.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -939249.625000 Penalty: 2838.575195
	Iteration 20F: 3 clusters Score -939249.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -939305.375000 Penalty: 2838.575195
	Iteration 21Q: 3 clusters Score -939305.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -939353.312500 Penalty: 2838.575195
	Iteration 22Q: 3 clusters Score -939353.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -939387.937500 Penalty: 2838.575195
	Iteration 23Q: 3 clusters Score -939387.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -939414.937500 Penalty: 2838.575195
	Iteration 24Q: 3 clusters Score -939414.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -939436.687500 Penalty: 2838.575195
	Iteration 25Q: 3 clusters Score -939436.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -939450.062500 Penalty: 2838.575195
	Iteration 26Q: 3 clusters Score -939450.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -939464.312500 Penalty: 2838.575195
	Iteration 27Q: 3 clusters Score -939464.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -939471.812500 Penalty: 2838.575195
	Iteration 28Q: 3 clusters Score -939471.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -939483.062500 Penalty: 2838.575195
	Iteration 29Q: 3 clusters Score -939483.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -939492.875000 Penalty: 2838.575195
	Iteration 30Q: 3 clusters Score -939492.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -939498.000000 Penalty: 2838.575195
	Iteration 31Q: 3 clusters Score -939498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -939507.000000 Penalty: 2838.575195
	Iteration 32Q: 3 clusters Score -939507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -939508.250000 Penalty: 2838.575195
	Iteration 33Q: 3 clusters Score -939508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -939509.937500 Penalty: 2838.575195
	Iteration 34Q: 3 clusters Score -939509.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -939511.562500 Penalty: 2838.575195
	Iteration 35Q: 3 clusters Score -939511.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -939511.875000 Penalty: 2838.575195
	Iteration 36Q: 3 clusters Score -939511.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -939512.062500 Penalty: 2838.575195
	Iteration 37Q: 3 clusters Score -939512.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -939512.500000 Penalty: 2838.575195
	Iteration 38Q: 3 clusters Score -939512.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -939512.500000 Penalty: 2838.575195
	Iteration 39F: 3 clusters Score -939512.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -238765.328125 Penalty: 1213.726074
	Iteration 0F: 2 clusters Score -238765.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -236819.750000 Penalty: 2427.452148
	Iteration 0F: 3 clusters Score -236819.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -237233.859375 Penalty: 2427.452148
	Iteration 1F: 3 clusters Score -237233.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -237338.140625 Penalty: 2427.452148
	Iteration 2F: 3 clusters Score -237338.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -237392.046875 Penalty: 2427.452148
	Iteration 3Q: 3 clusters Score -237392 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -237429.750000 Penalty: 2427.452148
	Iteration 4Q: 3 clusters Score -237429.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -237463.093750 Penalty: 2427.452148
	Iteration 5Q: 3 clusters Score -237463.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -237515.187500 Penalty: 2427.452148
	Iteration 6Q: 3 clusters Score -237515.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -237565.390625 Penalty: 2427.452148
	Iteration 7Q: 3 clusters Score -237565.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -237615.609375 Penalty: 2427.452148
	Iteration 8Q: 3 clusters Score -237615.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -237674.312500 Penalty: 2427.452148
	Iteration 9Q: 3 clusters Score -237674.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -237728.296875 Penalty: 2427.452148
	Iteration 10Q: 3 clusters Score -237728.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -237815.453125 Penalty: 2427.452148
	Iteration 11Q: 3 clusters Score -237815.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -237931.640625 Penalty: 2427.452148
	Iteration 12Q: 3 clusters Score -237931.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -238082.250000 Penalty: 2427.452148
	Iteration 13Q: 3 clusters Score -238082.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -238195.156250 Penalty: 2427.452148
	Iteration 14Q: 3 clusters Score -238195.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -238254.468750 Penalty: 2427.452148
	Iteration 15Q: 3 clusters Score -238254.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -238301.156250 Penalty: 2427.452148
	Iteration 16Q: 3 clusters Score -238301.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -238331.359375 Penalty: 2427.452148
	Iteration 17Q: 3 clusters Score -238331.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -238345.281250 Penalty: 2427.452148
	Iteration 18Q: 3 clusters Score -238345.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -238352.421875 Penalty: 2427.452148
	Iteration 19Q: 3 clusters Score -238352.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -238352.859375 Penalty: 2427.452148
	Iteration 20F: 3 clusters Score -238352.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Entering Unmasked Estep 
Score: -812303.312500 Penalty: 1394.703857
	Iteration 0F: 2 clusters Score -812303.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -808105.562500 Penalty: 2789.407715
	Iteration 0F: 3 clusters Score -808105.6 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -809244.750000 Penalty: 2789.407715
	Iteration 1F: 3 clusters Score -809244.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -809485.812500 Penalty: 2789.407715
	Iteration 2F: 3 clusters Score -809485.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -809746.187500 Penalty: 2789.407715
	Iteration 3F: 3 clusters Score -809746.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -809970.562500 Penalty: 2789.407715
	Iteration 4F: 3 clusters Score -809970.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -810193.875000 Penalty: 2789.407715
	Iteration 5F: 3 clusters Score -810193.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -810386.125000 Penalty: 2789.407715
	Iteration 6F: 3 clusters Score -810386.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -810580.812500 Penalty: 2789.407715
	Iteration 7Q: 3 clusters Score -810580.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -810766.687500 Penalty: 2789.407715
	Iteration 8Q: 3 clusters Score -810766.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -810925.750000 Penalty: 2789.407715
	Iteration 9Q: 3 clusters Score -810925.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -811052.375000 Penalty: 2789.407715
	Iteration 10Q: 3 clusters Score -811052.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -811134.625000 Penalty: 2789.407715
	Iteration 11Q: 3 clusters Score -811134.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -811192.500000 Penalty: 2789.407715
	Iteration 12Q: 3 clusters Score -811192.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -811227.312500 Penalty: 2789.407715
	Iteration 13Q: 3 clusters Score -811227.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -811247.312500 Penalty: 2789.407715
	Iteration 14Q: 3 clusters Score -811247.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -811258.125000 Penalty: 2789.407715
	Iteration 15Q: 3 clusters Score -811258.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -811261.500000 Penalty: 2789.407715
	Iteration 16Q: 3 clusters Score -811261.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -811263.187500 Penalty: 2789.407715
	Iteration 17Q: 3 clusters Score -811263.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -811264.437500 Penalty: 2789.407715
	Iteration 18Q: 3 clusters Score -811264.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -811264.187500 Penalty: 2789.407715
	Iteration 19Q: 3 clusters Score -811264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -811264.187500 Penalty: 2789.407715
	Iteration 20F: 3 clusters Score -811264.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (14571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Entering Unmasked Estep 
Score: -2109984.500000 Penalty: 1557.853027
	Iteration 0F: 2 clusters Score -2109984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2100127.750000 Penalty: 3115.706055
	Iteration 0F: 3 clusters Score -2100128 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2103586.750000 Penalty: 3115.706055
	Iteration 1F: 3 clusters Score -2103587 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2104065.000000 Penalty: 3115.706055
	Iteration 2F: 3 clusters Score -2104065 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2104506.500000 Penalty: 3115.706055
	Iteration 3F: 3 clusters Score -2104506 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2104867.500000 Penalty: 3115.706055
	Iteration 4F: 3 clusters Score -2104868 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2105187.750000 Penalty: 3115.706055
	Iteration 5Q: 3 clusters Score -2105188 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2105482.750000 Penalty: 3115.706055
	Iteration 6Q: 3 clusters Score -2105483 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2105787.500000 Penalty: 3115.706055
	Iteration 7Q: 3 clusters Score -2105788 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2106093.000000 Penalty: 3115.706055
	Iteration 8Q: 3 clusters Score -2106093 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2106454.000000 Penalty: 3115.706055
	Iteration 9Q: 3 clusters Score -2106454 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2106809.000000 Penalty: 3115.706055
	Iteration 10Q: 3 clusters Score -2106809 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2107128.250000 Penalty: 3115.706055
	Iteration 11Q: 3 clusters Score -2107128 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2107462.250000 Penalty: 3115.706055
	Iteration 12Q: 3 clusters Score -2107462 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2107813.750000 Penalty: 3115.706055
	Iteration 13Q: 3 clusters Score -2107814 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2108066.750000 Penalty: 3115.706055
	Iteration 14Q: 3 clusters Score -2108067 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2108280.250000 Penalty: 3115.706055
	Iteration 15Q: 3 clusters Score -2108280 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2108438.250000 Penalty: 3115.706055
	Iteration 16Q: 3 clusters Score -2108438 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2108584.250000 Penalty: 3115.706055
	Iteration 17Q: 3 clusters Score -2108584 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2108698.250000 Penalty: 3115.706055
	Iteration 18Q: 3 clusters Score -2108698 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2108764.000000 Penalty: 3115.706055
	Iteration 19Q: 3 clusters Score -2108764 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2108796.750000 Penalty: 3115.706055
	Iteration 20F: 3 clusters Score -2108797 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2108820.750000 Penalty: 3115.706055
	Iteration 21Q: 3 clusters Score -2108821 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2108828.500000 Penalty: 3115.706055
	Iteration 22Q: 3 clusters Score -2108828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2108843.250000 Penalty: 3115.706055
	Iteration 23Q: 3 clusters Score -2108843 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2108851.500000 Penalty: 3115.706055
	Iteration 24Q: 3 clusters Score -2108852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2108864.500000 Penalty: 3115.706055
	Iteration 25Q: 3 clusters Score -2108864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2108878.750000 Penalty: 3115.706055
	Iteration 26Q: 3 clusters Score -2108879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2108890.250000 Penalty: 3115.706055
	Iteration 27Q: 3 clusters Score -2108890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2108898.250000 Penalty: 3115.706055
	Iteration 28Q: 3 clusters Score -2108898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2108900.250000 Penalty: 3115.706055
	Iteration 29Q: 3 clusters Score -2108900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2108905.000000 Penalty: 3115.706055
	Iteration 30Q: 3 clusters Score -2108905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2108910.250000 Penalty: 3115.706055
	Iteration 31Q: 3 clusters Score -2108910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2108913.250000 Penalty: 3115.706055
	Iteration 32Q: 3 clusters Score -2108913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2108916.250000 Penalty: 3115.706055
	Iteration 33Q: 3 clusters Score -2108916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2108917.500000 Penalty: 3115.706055
	Iteration 34Q: 3 clusters Score -2108918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2108918.000000 Penalty: 3115.706055
	Iteration 35Q: 3 clusters Score -2108918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2108919.750000 Penalty: 3115.706055
	Iteration 36Q: 3 clusters Score -2108920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2108925.500000 Penalty: 3115.706055
	Iteration 37Q: 3 clusters Score -2108926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2108923.000000 Penalty: 3115.706055
	Iteration 38Q: 3 clusters Score -2108923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2108930.000000 Penalty: 3115.706055
	Iteration 39Q: 3 clusters Score -2108930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2108935.000000 Penalty: 3115.706055
	Iteration 40F: 3 clusters Score -2108935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2108938.250000 Penalty: 3115.706055
	Iteration 41Q: 3 clusters Score -2108938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2108938.500000 Penalty: 3115.706055
	Iteration 42Q: 3 clusters Score -2108938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2108942.750000 Penalty: 3115.706055
	Iteration 43Q: 3 clusters Score -2108943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2108941.750000 Penalty: 3115.706055
	Iteration 44Q: 3 clusters Score -2108942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2108943.500000 Penalty: 3115.706055
	Iteration 45Q: 3 clusters Score -2108944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2108942.250000 Penalty: 3115.706055
	Iteration 46Q: 3 clusters Score -2108942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2108942.000000 Penalty: 3115.706055
	Iteration 47Q: 3 clusters Score -2108942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2108947.250000 Penalty: 3115.706055
	Iteration 48Q: 3 clusters Score -2108947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2108943.750000 Penalty: 3115.706055
	Iteration 49Q: 3 clusters Score -2108944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2108948.250000 Penalty: 3115.706055
	Iteration 50Q: 3 clusters Score -2108948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2108947.750000 Penalty: 3115.706055
	Iteration 51Q: 3 clusters Score -2108948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2108950.750000 Penalty: 3115.706055
	Iteration 52Q: 3 clusters Score -2108951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2108956.000000 Penalty: 3115.706055
	Iteration 53Q: 3 clusters Score -2108956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2108961.750000 Penalty: 3115.706055
	Iteration 54Q: 3 clusters Score -2108962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2108959.000000 Penalty: 3115.706055
	Iteration 55Q: 3 clusters Score -2108959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2108965.250000 Penalty: 3115.706055
	Iteration 56Q: 3 clusters Score -2108965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2108970.250000 Penalty: 3115.706055
	Iteration 57Q: 3 clusters Score -2108970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2108971.750000 Penalty: 3115.706055
	Iteration 58Q: 3 clusters Score -2108972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2108974.250000 Penalty: 3115.706055
	Iteration 59Q: 3 clusters Score -2108974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2108978.000000 Penalty: 3115.706055
	Iteration 60F: 3 clusters Score -2108978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2108984.250000 Penalty: 3115.706055
	Iteration 61Q: 3 clusters Score -2108984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2108990.000000 Penalty: 3115.706055
	Iteration 62Q: 3 clusters Score -2108990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2108987.250000 Penalty: 3115.706055
	Iteration 63Q: 3 clusters Score -2108987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2108992.500000 Penalty: 3115.706055
	Iteration 64Q: 3 clusters Score -2108992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2108997.000000 Penalty: 3115.706055
	Iteration 65Q: 3 clusters Score -2108997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2109001.000000 Penalty: 3115.706055
	Iteration 66Q: 3 clusters Score -2109001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2109003.500000 Penalty: 3115.706055
	Iteration 67Q: 3 clusters Score -2109004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2109003.750000 Penalty: 3115.706055
	Iteration 68Q: 3 clusters Score -2109004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2109002.500000 Penalty: 3115.706055
	Iteration 69Q: 3 clusters Score -2109002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2109002.500000 Penalty: 3115.706055
	Iteration 70F: 3 clusters Score -2109002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (10392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Entering Unmasked Estep 
Score: -1578774.375000 Penalty: 1502.928711
	Iteration 0F: 2 clusters Score -1578774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1571456.625000 Penalty: 3005.857422
	Iteration 0F: 3 clusters Score -1571457 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1574037.375000 Penalty: 3005.857422
	Iteration 1F: 3 clusters Score -1574037 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1574311.625000 Penalty: 3005.857422
	Iteration 2F: 3 clusters Score -1574312 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1574524.375000 Penalty: 3005.857422
	Iteration 3F: 3 clusters Score -1574524 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1574701.750000 Penalty: 3005.857422
	Iteration 4Q: 3 clusters Score -1574702 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1574876.500000 Penalty: 3005.857422
	Iteration 5Q: 3 clusters Score -1574876 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1575085.000000 Penalty: 3005.857422
	Iteration 6Q: 3 clusters Score -1575085 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1575285.625000 Penalty: 3005.857422
	Iteration 7Q: 3 clusters Score -1575286 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1575504.125000 Penalty: 3005.857422
	Iteration 8Q: 3 clusters Score -1575504 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1575691.125000 Penalty: 3005.857422
	Iteration 9Q: 3 clusters Score -1575691 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1575879.375000 Penalty: 3005.857422
	Iteration 10Q: 3 clusters Score -1575879 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1576044.000000 Penalty: 3005.857422
	Iteration 11Q: 3 clusters Score -1576044 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1576192.750000 Penalty: 3005.857422
	Iteration 12Q: 3 clusters Score -1576193 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1576354.125000 Penalty: 3005.857422
	Iteration 13Q: 3 clusters Score -1576354 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1576491.250000 Penalty: 3005.857422
	Iteration 14Q: 3 clusters Score -1576491 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1576570.625000 Penalty: 3005.857422
	Iteration 15Q: 3 clusters Score -1576571 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1576624.250000 Penalty: 3005.857422
	Iteration 16Q: 3 clusters Score -1576624 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1576685.125000 Penalty: 3005.857422
	Iteration 17Q: 3 clusters Score -1576685 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1576738.750000 Penalty: 3005.857422
	Iteration 18Q: 3 clusters Score -1576739 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1576757.750000 Penalty: 3005.857422
	Iteration 19Q: 3 clusters Score -1576758 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1576778.375000 Penalty: 3005.857422
	Iteration 20F: 3 clusters Score -1576778 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1576800.625000 Penalty: 3005.857422
	Iteration 21Q: 3 clusters Score -1576801 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1576834.750000 Penalty: 3005.857422
	Iteration 22Q: 3 clusters Score -1576835 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1576863.625000 Penalty: 3005.857422
	Iteration 23Q: 3 clusters Score -1576864 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1576892.125000 Penalty: 3005.857422
	Iteration 24Q: 3 clusters Score -1576892 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1576915.375000 Penalty: 3005.857422
	Iteration 25Q: 3 clusters Score -1576915 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1576936.000000 Penalty: 3005.857422
	Iteration 26Q: 3 clusters Score -1576936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1576945.500000 Penalty: 3005.857422
	Iteration 27Q: 3 clusters Score -1576946 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1576965.375000 Penalty: 3005.857422
	Iteration 28Q: 3 clusters Score -1576965 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1576990.000000 Penalty: 3005.857422
	Iteration 29Q: 3 clusters Score -1576990 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1576997.750000 Penalty: 3005.857422
	Iteration 30Q: 3 clusters Score -1576998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1577007.250000 Penalty: 3005.857422
	Iteration 31Q: 3 clusters Score -1577007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1577016.250000 Penalty: 3005.857422
	Iteration 32Q: 3 clusters Score -1577016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1577023.125000 Penalty: 3005.857422
	Iteration 33Q: 3 clusters Score -1577023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1577028.625000 Penalty: 3005.857422
	Iteration 34Q: 3 clusters Score -1577029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1577031.250000 Penalty: 3005.857422
	Iteration 35Q: 3 clusters Score -1577031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1577043.125000 Penalty: 3005.857422
	Iteration 36Q: 3 clusters Score -1577043 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1577047.500000 Penalty: 3005.857422
	Iteration 37Q: 3 clusters Score -1577048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1577055.250000 Penalty: 3005.857422
	Iteration 38Q: 3 clusters Score -1577055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1577061.500000 Penalty: 3005.857422
	Iteration 39Q: 3 clusters Score -1577062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1577065.625000 Penalty: 3005.857422
	Iteration 40F: 3 clusters Score -1577066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1577074.875000 Penalty: 3005.857422
	Iteration 41Q: 3 clusters Score -1577075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1577078.000000 Penalty: 3005.857422
	Iteration 42Q: 3 clusters Score -1577078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1577088.375000 Penalty: 3005.857422
	Iteration 43Q: 3 clusters Score -1577088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1577089.875000 Penalty: 3005.857422
	Iteration 44Q: 3 clusters Score -1577090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1577098.250000 Penalty: 3005.857422
	Iteration 45Q: 3 clusters Score -1577098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1577102.125000 Penalty: 3005.857422
	Iteration 46Q: 3 clusters Score -1577102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1577103.375000 Penalty: 3005.857422
	Iteration 47Q: 3 clusters Score -1577103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1577110.375000 Penalty: 3005.857422
	Iteration 48Q: 3 clusters Score -1577110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1577113.625000 Penalty: 3005.857422
	Iteration 49Q: 3 clusters Score -1577114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1577121.000000 Penalty: 3005.857422
	Iteration 50Q: 3 clusters Score -1577121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1577126.750000 Penalty: 3005.857422
	Iteration 51Q: 3 clusters Score -1577127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1577137.000000 Penalty: 3005.857422
	Iteration 52Q: 3 clusters Score -1577137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1577147.750000 Penalty: 3005.857422
	Iteration 53Q: 3 clusters Score -1577148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1577158.125000 Penalty: 3005.857422
	Iteration 54Q: 3 clusters Score -1577158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1577166.500000 Penalty: 3005.857422
	Iteration 55Q: 3 clusters Score -1577166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1577172.750000 Penalty: 3005.857422
	Iteration 56Q: 3 clusters Score -1577173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1577176.750000 Penalty: 3005.857422
	Iteration 57Q: 3 clusters Score -1577177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1577182.625000 Penalty: 3005.857422
	Iteration 58Q: 3 clusters Score -1577183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1577187.500000 Penalty: 3005.857422
	Iteration 59Q: 3 clusters Score -1577188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1577185.750000 Penalty: 3005.857422
	Iteration 60F: 3 clusters Score -1577186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1577191.125000 Penalty: 3005.857422
	Iteration 61Q: 3 clusters Score -1577191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1577192.250000 Penalty: 3005.857422
	Iteration 62Q: 3 clusters Score -1577192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1577197.250000 Penalty: 3005.857422
	Iteration 63Q: 3 clusters Score -1577197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1577197.250000 Penalty: 3005.857422
	Iteration 64Q: 3 clusters Score -1577197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1577197.875000 Penalty: 3005.857422
	Iteration 65Q: 3 clusters Score -1577198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1577199.375000 Penalty: 3005.857422
	Iteration 66Q: 3 clusters Score -1577199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1577199.375000 Penalty: 3005.857422
	Iteration 67F: 3 clusters Score -1577199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (18957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Entering Unmasked Estep 
Score: -2904005.750000 Penalty: 1600.613403
	Iteration 0F: 2 clusters Score -2904006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2891834.500000 Penalty: 3201.226807
	Iteration 0F: 3 clusters Score -2891834 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2896676.500000 Penalty: 3201.226807
	Iteration 1F: 3 clusters Score -2896676 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2897050.250000 Penalty: 3201.226807
	Iteration 2F: 3 clusters Score -2897050 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2897403.000000 Penalty: 3201.226807
	Iteration 3Q: 3 clusters Score -2897403 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2897718.000000 Penalty: 3201.226807
	Iteration 4Q: 3 clusters Score -2897718 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2897995.500000 Penalty: 3201.226807
	Iteration 5Q: 3 clusters Score -2897996 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2898214.000000 Penalty: 3201.226807
	Iteration 6Q: 3 clusters Score -2898214 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2898417.250000 Penalty: 3201.226807
	Iteration 7Q: 3 clusters Score -2898417 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2898566.000000 Penalty: 3201.226807
	Iteration 8Q: 3 clusters Score -2898566 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2898687.750000 Penalty: 3201.226807
	Iteration 9Q: 3 clusters Score -2898688 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2898796.250000 Penalty: 3201.226807
	Iteration 10Q: 3 clusters Score -2898796 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2898883.500000 Penalty: 3201.226807
	Iteration 11Q: 3 clusters Score -2898884 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2898981.750000 Penalty: 3201.226807
	Iteration 12Q: 3 clusters Score -2898982 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2899077.750000 Penalty: 3201.226807
	Iteration 13Q: 3 clusters Score -2899078 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2899178.250000 Penalty: 3201.226807
	Iteration 14Q: 3 clusters Score -2899178 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2899312.750000 Penalty: 3201.226807
	Iteration 15Q: 3 clusters Score -2899313 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2899480.750000 Penalty: 3201.226807
	Iteration 16Q: 3 clusters Score -2899481 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2899714.750000 Penalty: 3201.226807
	Iteration 17Q: 3 clusters Score -2899715 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2899998.750000 Penalty: 3201.226807
	Iteration 18Q: 3 clusters Score -2899999 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2900390.500000 Penalty: 3201.226807
	Iteration 19Q: 3 clusters Score -2900390 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2900803.250000 Penalty: 3201.226807
	Iteration 20F: 3 clusters Score -2900803 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2901258.500000 Penalty: 3201.226807
	Iteration 21Q: 3 clusters Score -2901258 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2901662.250000 Penalty: 3201.226807
	Iteration 22Q: 3 clusters Score -2901662 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2902008.000000 Penalty: 3201.226807
	Iteration 23Q: 3 clusters Score -2902008 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2902235.750000 Penalty: 3201.226807
	Iteration 24Q: 3 clusters Score -2902236 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2902385.750000 Penalty: 3201.226807
	Iteration 25Q: 3 clusters Score -2902386 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2902505.750000 Penalty: 3201.226807
	Iteration 26Q: 3 clusters Score -2902506 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2902577.250000 Penalty: 3201.226807
	Iteration 27Q: 3 clusters Score -2902577 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2902622.000000 Penalty: 3201.226807
	Iteration 28Q: 3 clusters Score -2902622 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2902666.000000 Penalty: 3201.226807
	Iteration 29Q: 3 clusters Score -2902666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2902673.750000 Penalty: 3201.226807
	Iteration 30Q: 3 clusters Score -2902674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2902680.750000 Penalty: 3201.226807
	Iteration 31Q: 3 clusters Score -2902681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2902682.250000 Penalty: 3201.226807
	Iteration 32Q: 3 clusters Score -2902682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2902680.500000 Penalty: 3201.226807
	Iteration 33Q: 3 clusters Score -2902680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2902688.750000 Penalty: 3201.226807
	Iteration 34Q: 3 clusters Score -2902689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2902693.000000 Penalty: 3201.226807
	Iteration 35Q: 3 clusters Score -2902693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2902694.250000 Penalty: 3201.226807
	Iteration 36Q: 3 clusters Score -2902694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2902695.000000 Penalty: 3201.226807
	Iteration 37Q: 3 clusters Score -2902695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2902695.000000 Penalty: 3201.226807
	Iteration 38Q: 3 clusters Score -2902695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2902695.250000 Penalty: 3201.226807
	Iteration 39Q: 3 clusters Score -2902695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2902695.500000 Penalty: 3201.226807
	Iteration 40F: 3 clusters Score -2902696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2902693.250000 Penalty: 3201.226807
	Iteration 41Q: 3 clusters Score -2902693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2902693.500000 Penalty: 3201.226807
	Iteration 42Q: 3 clusters Score -2902694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2902693.500000 Penalty: 3201.226807
	Iteration 43F: 3 clusters Score -2902694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (9907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Entering Unmasked Estep 
Score: -1464972.000000 Penalty: 1495.161865
	Iteration 0F: 2 clusters Score -1464972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1458003.625000 Penalty: 2990.323730
	Iteration 0F: 3 clusters Score -1458004 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1460265.875000 Penalty: 2990.323730
	Iteration 1F: 3 clusters Score -1460266 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1460627.500000 Penalty: 2990.323730
	Iteration 2F: 3 clusters Score -1460628 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1460988.375000 Penalty: 2990.323730
	Iteration 3F: 3 clusters Score -1460988 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1461420.875000 Penalty: 2990.323730
	Iteration 4F: 3 clusters Score -1461421 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1461872.750000 Penalty: 2990.323730
	Iteration 5F: 3 clusters Score -1461873 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1462300.750000 Penalty: 2990.323730
	Iteration 6F: 3 clusters Score -1462301 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1462678.000000 Penalty: 2990.323730
	Iteration 7F: 3 clusters Score -1462678 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1463044.750000 Penalty: 2990.323730
	Iteration 8Q: 3 clusters Score -1463045 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1463402.750000 Penalty: 2990.323730
	Iteration 9Q: 3 clusters Score -1463403 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1463763.875000 Penalty: 2990.323730
	Iteration 10Q: 3 clusters Score -1463764 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1464058.875000 Penalty: 2990.323730
	Iteration 11Q: 3 clusters Score -1464059 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1464211.125000 Penalty: 2990.323730
	Iteration 12Q: 3 clusters Score -1464211 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1464284.875000 Penalty: 2990.323730
	Iteration 13Q: 3 clusters Score -1464285 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1464334.875000 Penalty: 2990.323730
	Iteration 14Q: 3 clusters Score -1464335 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1464367.875000 Penalty: 2990.323730
	Iteration 15Q: 3 clusters Score -1464368 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1464377.875000 Penalty: 2990.323730
	Iteration 16Q: 3 clusters Score -1464378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1464383.875000 Penalty: 2990.323730
	Iteration 17Q: 3 clusters Score -1464384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1464386.750000 Penalty: 2990.323730
	Iteration 18Q: 3 clusters Score -1464387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1464390.500000 Penalty: 2990.323730
	Iteration 19Q: 3 clusters Score -1464390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1464393.125000 Penalty: 2990.323730
	Iteration 20F: 3 clusters Score -1464393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1464391.875000 Penalty: 2990.323730
	Iteration 21Q: 3 clusters Score -1464392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1464390.375000 Penalty: 2990.323730
	Iteration 22Q: 3 clusters Score -1464390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1464394.750000 Penalty: 2990.323730
	Iteration 23Q: 3 clusters Score -1464395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1464393.000000 Penalty: 2990.323730
	Iteration 24Q: 3 clusters Score -1464393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1464393.000000 Penalty: 2990.323730
	Iteration 25F: 3 clusters Score -1464393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (7726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Entering Unmasked Estep 
Score: -1072804.500000 Penalty: 1454.756348
	Iteration 0F: 2 clusters Score -1072804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1067051.375000 Penalty: 2909.512695
	Iteration 0F: 3 clusters Score -1067051 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1068874.375000 Penalty: 2909.512695
	Iteration 1F: 3 clusters Score -1068874 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1069126.750000 Penalty: 2909.512695
	Iteration 2F: 3 clusters Score -1069127 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1069317.750000 Penalty: 2909.512695
	Iteration 3F: 3 clusters Score -1069318 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1069489.500000 Penalty: 2909.512695
	Iteration 4Q: 3 clusters Score -1069490 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1069647.375000 Penalty: 2909.512695
	Iteration 5Q: 3 clusters Score -1069647 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1069824.875000 Penalty: 2909.512695
	Iteration 6Q: 3 clusters Score -1069825 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1070023.500000 Penalty: 2909.512695
	Iteration 7Q: 3 clusters Score -1070024 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1070202.000000 Penalty: 2909.512695
	Iteration 8Q: 3 clusters Score -1070202 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1070375.000000 Penalty: 2909.512695
	Iteration 9Q: 3 clusters Score -1070375 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1070553.875000 Penalty: 2909.512695
	Iteration 10Q: 3 clusters Score -1070554 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1070717.875000 Penalty: 2909.512695
	Iteration 11Q: 3 clusters Score -1070718 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1070863.000000 Penalty: 2909.512695
	Iteration 12Q: 3 clusters Score -1070863 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1070979.875000 Penalty: 2909.512695
	Iteration 13Q: 3 clusters Score -1070980 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1071075.375000 Penalty: 2909.512695
	Iteration 14Q: 3 clusters Score -1071075 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1071139.125000 Penalty: 2909.512695
	Iteration 15Q: 3 clusters Score -1071139 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1071210.625000 Penalty: 2909.512695
	Iteration 16Q: 3 clusters Score -1071211 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1071288.375000 Penalty: 2909.512695
	Iteration 17Q: 3 clusters Score -1071288 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1071357.125000 Penalty: 2909.512695
	Iteration 18Q: 3 clusters Score -1071357 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1071408.500000 Penalty: 2909.512695
	Iteration 19Q: 3 clusters Score -1071408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1071437.625000 Penalty: 2909.512695
	Iteration 20F: 3 clusters Score -1071438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1071456.625000 Penalty: 2909.512695
	Iteration 21Q: 3 clusters Score -1071457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1071471.500000 Penalty: 2909.512695
	Iteration 22Q: 3 clusters Score -1071472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1071488.125000 Penalty: 2909.512695
	Iteration 23Q: 3 clusters Score -1071488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1071498.125000 Penalty: 2909.512695
	Iteration 24Q: 3 clusters Score -1071498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1071508.875000 Penalty: 2909.512695
	Iteration 25Q: 3 clusters Score -1071509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1071515.375000 Penalty: 2909.512695
	Iteration 26Q: 3 clusters Score -1071515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1071516.375000 Penalty: 2909.512695
	Iteration 27Q: 3 clusters Score -1071516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1071517.000000 Penalty: 2909.512695
	Iteration 28Q: 3 clusters Score -1071517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1071522.750000 Penalty: 2909.512695
	Iteration 29Q: 3 clusters Score -1071523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1071526.750000 Penalty: 2909.512695
	Iteration 30Q: 3 clusters Score -1071527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1071526.125000 Penalty: 2909.512695
	Iteration 31Q: 3 clusters Score -1071526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1071530.875000 Penalty: 2909.512695
	Iteration 32Q: 3 clusters Score -1071531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1071534.250000 Penalty: 2909.512695
	Iteration 33Q: 3 clusters Score -1071534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1071536.875000 Penalty: 2909.512695
	Iteration 34Q: 3 clusters Score -1071537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1071542.500000 Penalty: 2909.512695
	Iteration 35Q: 3 clusters Score -1071542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1071547.625000 Penalty: 2909.512695
	Iteration 36Q: 3 clusters Score -1071548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1071550.125000 Penalty: 2909.512695
	Iteration 37Q: 3 clusters Score -1071550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1071551.125000 Penalty: 2909.512695
	Iteration 38Q: 3 clusters Score -1071551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1071552.125000 Penalty: 2909.512695
	Iteration 39Q: 3 clusters Score -1071552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1071554.750000 Penalty: 2909.512695
	Iteration 40F: 3 clusters Score -1071555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1071556.750000 Penalty: 2909.512695
	Iteration 41Q: 3 clusters Score -1071557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1071557.875000 Penalty: 2909.512695
	Iteration 42Q: 3 clusters Score -1071558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1071557.875000 Penalty: 2909.512695
	Iteration 43Q: 3 clusters Score -1071558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1071558.125000 Penalty: 2909.512695
	Iteration 44Q: 3 clusters Score -1071558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1071558.125000 Penalty: 2909.512695
	Iteration 45F: 3 clusters Score -1071558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -209275.187500 Penalty: 1200.904541
	Iteration 0F: 2 clusters Score -209275.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -207436.171875 Penalty: 2401.809082
	Iteration 0F: 3 clusters Score -207436.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -207902.500000 Penalty: 2401.809082
	Iteration 1F: 3 clusters Score -207902.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -208130.234375 Penalty: 2401.809082
	Iteration 2F: 3 clusters Score -208130.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -208329.593750 Penalty: 2401.809082
	Iteration 3F: 3 clusters Score -208329.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -208499.421875 Penalty: 2401.809082
	Iteration 4F: 3 clusters Score -208499.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -208653.859375 Penalty: 2401.809082
	Iteration 5F: 3 clusters Score -208653.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -208747.953125 Penalty: 2401.809082
	Iteration 6Q: 3 clusters Score -208748 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -208804.328125 Penalty: 2401.809082
	Iteration 7Q: 3 clusters Score -208804.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -208854.156250 Penalty: 2401.809082
	Iteration 8Q: 3 clusters Score -208854.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -208879.218750 Penalty: 2401.809082
	Iteration 9Q: 3 clusters Score -208879.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -208897.640625 Penalty: 2401.809082
	Iteration 10Q: 3 clusters Score -208897.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -208916.984375 Penalty: 2401.809082
	Iteration 11Q: 3 clusters Score -208917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -208929.578125 Penalty: 2401.809082
	Iteration 12Q: 3 clusters Score -208929.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -208938.765625 Penalty: 2401.809082
	Iteration 13Q: 3 clusters Score -208938.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -208946.046875 Penalty: 2401.809082
	Iteration 14Q: 3 clusters Score -208946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -208948.875000 Penalty: 2401.809082
	Iteration 15Q: 3 clusters Score -208948.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -208949.531250 Penalty: 2401.809082
	Iteration 16Q: 3 clusters Score -208949.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -208950.343750 Penalty: 2401.809082
	Iteration 17Q: 3 clusters Score -208950.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -208951.484375 Penalty: 2401.809082
	Iteration 18Q: 3 clusters Score -208951.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -208952.015625 Penalty: 2401.809082
	Iteration 19Q: 3 clusters Score -208952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -208952.015625 Penalty: 2401.809082
	Iteration 20F: 3 clusters Score -208952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Entering Unmasked Estep 
Score: -96230.304688 Penalty: 1094.564331
	Iteration 0F: 2 clusters Score -96230.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -94962.945312 Penalty: 2189.128662
	Iteration 0F: 3 clusters Score -94962.95 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95267.078125 Penalty: 2189.128662
	Iteration 1F: 3 clusters Score -95267.08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -95419.304688 Penalty: 2189.128662
	Iteration 2F: 3 clusters Score -95419.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95577.890625 Penalty: 2189.128662
	Iteration 3F: 3 clusters Score -95577.89 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -95683.156250 Penalty: 2189.128662
	Iteration 4F: 3 clusters Score -95683.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -95745.460938 Penalty: 2189.128662
	Iteration 5Q: 3 clusters Score -95745.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -95801.554688 Penalty: 2189.128662
	Iteration 6Q: 3 clusters Score -95801.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -95862.468750 Penalty: 2189.128662
	Iteration 7Q: 3 clusters Score -95862.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95946.015625 Penalty: 2189.128662
	Iteration 8Q: 3 clusters Score -95946.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -96026.171875 Penalty: 2189.128662
	Iteration 9Q: 3 clusters Score -96026.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -96107.289062 Penalty: 2189.128662
	Iteration 10Q: 3 clusters Score -96107.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -96132.328125 Penalty: 2189.128662
	Iteration 11Q: 3 clusters Score -96132.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -96143.656250 Penalty: 2189.128662
	Iteration 12Q: 3 clusters Score -96143.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -96147.953125 Penalty: 2189.128662
	Iteration 13Q: 3 clusters Score -96147.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -96148.718750 Penalty: 2189.128662
	Iteration 14Q: 3 clusters Score -96148.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -96154.148438 Penalty: 2189.128662
	Iteration 15F: 3 clusters Score -96154.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -96159.351562 Penalty: 2189.128662
	Iteration 16Q: 3 clusters Score -96159.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -96159.859375 Penalty: 2189.128662
	Iteration 17Q: 3 clusters Score -96159.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -96160.843750 Penalty: 2189.128662
	Iteration 18Q: 3 clusters Score -96160.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -96162.656250 Penalty: 2189.128662
	Iteration 19Q: 3 clusters Score -96162.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -96165.929688 Penalty: 2189.128662
	Iteration 20F: 3 clusters Score -96165.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -96168.101562 Penalty: 2189.128662
	Iteration 21Q: 3 clusters Score -96168.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -96168.101562 Penalty: 2189.128662
	Iteration 22F: 3 clusters Score -96168.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -156984.406250 Penalty: 1161.733887
	Iteration 0F: 2 clusters Score -156984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -155357.531250 Penalty: 2323.467773
	Iteration 0F: 3 clusters Score -155357.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -155716.843750 Penalty: 2323.467773
	Iteration 1F: 3 clusters Score -155716.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -155805.921875 Penalty: 2323.467773
	Iteration 2F: 3 clusters Score -155805.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -155844.062500 Penalty: 2323.467773
	Iteration 3Q: 3 clusters Score -155844.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -155881.328125 Penalty: 2323.467773
	Iteration 4Q: 3 clusters Score -155881.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -155913.187500 Penalty: 2323.467773
	Iteration 5Q: 3 clusters Score -155913.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -155941.078125 Penalty: 2323.467773
	Iteration 6Q: 3 clusters Score -155941.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -155971.531250 Penalty: 2323.467773
	Iteration 7Q: 3 clusters Score -155971.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -155995.937500 Penalty: 2323.467773
	Iteration 8Q: 3 clusters Score -155995.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156005.437500 Penalty: 2323.467773
	Iteration 9Q: 3 clusters Score -156005.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156017.359375 Penalty: 2323.467773
	Iteration 10Q: 3 clusters Score -156017.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -156033.296875 Penalty: 2323.467773
	Iteration 11Q: 3 clusters Score -156033.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -156054.609375 Penalty: 2323.467773
	Iteration 12Q: 3 clusters Score -156054.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -156074.484375 Penalty: 2323.467773
	Iteration 13Q: 3 clusters Score -156074.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -156084.796875 Penalty: 2323.467773
	Iteration 14Q: 3 clusters Score -156084.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -156098.437500 Penalty: 2323.467773
	Iteration 15Q: 3 clusters Score -156098.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -156117.437500 Penalty: 2323.467773
	Iteration 16Q: 3 clusters Score -156117.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156130.250000 Penalty: 2323.467773
	Iteration 17Q: 3 clusters Score -156130.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156144.500000 Penalty: 2323.467773
	Iteration 18Q: 3 clusters Score -156144.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -156151.734375 Penalty: 2323.467773
	Iteration 19Q: 3 clusters Score -156151.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -156157.625000 Penalty: 2323.467773
	Iteration 20F: 3 clusters Score -156157.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -156161.953125 Penalty: 2323.467773
	Iteration 21Q: 3 clusters Score -156162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156165.109375 Penalty: 2323.467773
	Iteration 22Q: 3 clusters Score -156165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -156166.031250 Penalty: 2323.467773
	Iteration 23Q: 3 clusters Score -156166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -156166.515625 Penalty: 2323.467773
	Iteration 24Q: 3 clusters Score -156166.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -156167.406250 Penalty: 2323.467773
	Iteration 25Q: 3 clusters Score -156167.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -156168.671875 Penalty: 2323.467773
	Iteration 26Q: 3 clusters Score -156168.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -156169.437500 Penalty: 2323.467773
	Iteration 27Q: 3 clusters Score -156169.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -156170.984375 Penalty: 2323.467773
	Iteration 28Q: 3 clusters Score -156171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156171.781250 Penalty: 2323.467773
	Iteration 29Q: 3 clusters Score -156171.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -156176.375000 Penalty: 2323.467773
	Iteration 30Q: 3 clusters Score -156176.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -156180.812500 Penalty: 2323.467773
	Iteration 31Q: 3 clusters Score -156180.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -156184.703125 Penalty: 2323.467773
	Iteration 32Q: 3 clusters Score -156184.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156190.375000 Penalty: 2323.467773
	Iteration 33Q: 3 clusters Score -156190.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156192.828125 Penalty: 2323.467773
	Iteration 34Q: 3 clusters Score -156192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156194.718750 Penalty: 2323.467773
	Iteration 35Q: 3 clusters Score -156194.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156195.421875 Penalty: 2323.467773
	Iteration 36Q: 3 clusters Score -156195.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -156195.828125 Penalty: 2323.467773
	Iteration 37Q: 3 clusters Score -156195.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -156195.828125 Penalty: 2323.467773
	Iteration 38F: 3 clusters Score -156195.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Entering Unmasked Estep 
Score: -496441.625000 Penalty: 1321.230225
	Iteration 0F: 2 clusters Score -496441.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -493449.531250 Penalty: 2642.460449
	Iteration 0F: 3 clusters Score -493449.5 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -494141.000000 Penalty: 2642.460449
	Iteration 1F: 3 clusters Score -494141 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -494308.875000 Penalty: 2642.460449
	Iteration 2F: 3 clusters Score -494308.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -494424.906250 Penalty: 2642.460449
	Iteration 3F: 3 clusters Score -494424.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -494511.906250 Penalty: 2642.460449
	Iteration 4Q: 3 clusters Score -494511.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -494574.125000 Penalty: 2642.460449
	Iteration 5Q: 3 clusters Score -494574.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -494625.406250 Penalty: 2642.460449
	Iteration 6Q: 3 clusters Score -494625.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -494664.562500 Penalty: 2642.460449
	Iteration 7Q: 3 clusters Score -494664.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -494700.437500 Penalty: 2642.460449
	Iteration 8Q: 3 clusters Score -494700.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -494739.093750 Penalty: 2642.460449
	Iteration 9Q: 3 clusters Score -494739.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -494778.718750 Penalty: 2642.460449
	Iteration 10Q: 3 clusters Score -494778.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -494818.468750 Penalty: 2642.460449
	Iteration 11Q: 3 clusters Score -494818.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -494847.468750 Penalty: 2642.460449
	Iteration 12Q: 3 clusters Score -494847.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -494876.281250 Penalty: 2642.460449
	Iteration 13Q: 3 clusters Score -494876.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -494906.500000 Penalty: 2642.460449
	Iteration 14Q: 3 clusters Score -494906.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -494933.687500 Penalty: 2642.460449
	Iteration 15Q: 3 clusters Score -494933.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -494965.250000 Penalty: 2642.460449
	Iteration 16Q: 3 clusters Score -494965.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -494993.281250 Penalty: 2642.460449
	Iteration 17Q: 3 clusters Score -494993.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -495028.312500 Penalty: 2642.460449
	Iteration 18Q: 3 clusters Score -495028.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -495058.000000 Penalty: 2642.460449
	Iteration 19Q: 3 clusters Score -495058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -495087.781250 Penalty: 2642.460449
	Iteration 20F: 3 clusters Score -495087.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -495114.687500 Penalty: 2642.460449
	Iteration 21Q: 3 clusters Score -495114.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -495145.250000 Penalty: 2642.460449
	Iteration 22Q: 3 clusters Score -495145.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -495170.968750 Penalty: 2642.460449
	Iteration 23Q: 3 clusters Score -495171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -495193.906250 Penalty: 2642.460449
	Iteration 24Q: 3 clusters Score -495193.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -495217.062500 Penalty: 2642.460449
	Iteration 25Q: 3 clusters Score -495217.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -495230.062500 Penalty: 2642.460449
	Iteration 26Q: 3 clusters Score -495230.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -495242.093750 Penalty: 2642.460449
	Iteration 27Q: 3 clusters Score -495242.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -495250.781250 Penalty: 2642.460449
	Iteration 28Q: 3 clusters Score -495250.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -495262.125000 Penalty: 2642.460449
	Iteration 29Q: 3 clusters Score -495262.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -495276.750000 Penalty: 2642.460449
	Iteration 30Q: 3 clusters Score -495276.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -495294.562500 Penalty: 2642.460449
	Iteration 31Q: 3 clusters Score -495294.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -495303.187500 Penalty: 2642.460449
	Iteration 32Q: 3 clusters Score -495303.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -495316.312500 Penalty: 2642.460449
	Iteration 33Q: 3 clusters Score -495316.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -495328.125000 Penalty: 2642.460449
	Iteration 34Q: 3 clusters Score -495328.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -495338.500000 Penalty: 2642.460449
	Iteration 35Q: 3 clusters Score -495338.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -495350.062500 Penalty: 2642.460449
	Iteration 36Q: 3 clusters Score -495350.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -495358.500000 Penalty: 2642.460449
	Iteration 37Q: 3 clusters Score -495358.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -495365.906250 Penalty: 2642.460449
	Iteration 38Q: 3 clusters Score -495365.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -495373.906250 Penalty: 2642.460449
	Iteration 39Q: 3 clusters Score -495373.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -495375.031250 Penalty: 2642.460449
	Iteration 40F: 3 clusters Score -495375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -495375.718750 Penalty: 2642.460449
	Iteration 41Q: 3 clusters Score -495375.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -495375.656250 Penalty: 2642.460449
	Iteration 42Q: 3 clusters Score -495375.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -495376.406250 Penalty: 2642.460449
	Iteration 43Q: 3 clusters Score -495376.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -495376.656250 Penalty: 2642.460449
	Iteration 44Q: 3 clusters Score -495376.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -495376.656250 Penalty: 2642.460449
	Iteration 45F: 3 clusters Score -495376.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -76446.750000 Penalty: 1034.830322
	Iteration 0F: 2 clusters Score -76446.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75297.640625 Penalty: 2069.660645
	Iteration 0F: 3 clusters Score -75297.64 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75507.070312 Penalty: 2069.660645
	Iteration 1F: 3 clusters Score -75507.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -75553.625000 Penalty: 2069.660645
	Iteration 2F: 3 clusters Score -75553.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75573.804688 Penalty: 2069.660645
	Iteration 3Q: 3 clusters Score -75573.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -75584.429688 Penalty: 2069.660645
	Iteration 4Q: 3 clusters Score -75584.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75595.031250 Penalty: 2069.660645
	Iteration 5Q: 3 clusters Score -75595.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75598.171875 Penalty: 2069.660645
	Iteration 6Q: 3 clusters Score -75598.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75600.906250 Penalty: 2069.660645
	Iteration 7Q: 3 clusters Score -75600.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75602.109375 Penalty: 2069.660645
	Iteration 8Q: 3 clusters Score -75602.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75602.109375 Penalty: 2069.660645
	Iteration 9F: 3 clusters Score -75602.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -202761.312500 Penalty: 1185.115356
	Iteration 0F: 2 clusters Score -202761.3 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 747 members 
Entering Unmasked Estep 
Score: -201028.890625 Penalty: 2370.230713
	Iteration 0F: 3 clusters Score -201028.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -201449.406250 Penalty: 2370.230713
	Iteration 1F: 3 clusters Score -201449.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -201602.453125 Penalty: 2370.230713
	Iteration 2F: 3 clusters Score -201602.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -201729.937500 Penalty: 2370.230713
	Iteration 3F: 3 clusters Score -201729.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -201845.968750 Penalty: 2370.230713
	Iteration 4F: 3 clusters Score -201846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -201958.921875 Penalty: 2370.230713
	Iteration 5Q: 3 clusters Score -201958.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -202076.015625 Penalty: 2370.230713
	Iteration 6Q: 3 clusters Score -202076 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -202165.671875 Penalty: 2370.230713
	Iteration 7Q: 3 clusters Score -202165.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -202263.859375 Penalty: 2370.230713
	Iteration 8Q: 3 clusters Score -202263.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -202347.046875 Penalty: 2370.230713
	Iteration 9Q: 3 clusters Score -202347 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -202412.281250 Penalty: 2370.230713
	Iteration 10Q: 3 clusters Score -202412.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -202461.015625 Penalty: 2370.230713
	Iteration 11Q: 3 clusters Score -202461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -202498.875000 Penalty: 2370.230713
	Iteration 12Q: 3 clusters Score -202498.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -202541.953125 Penalty: 2370.230713
	Iteration 13Q: 3 clusters Score -202542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -202569.890625 Penalty: 2370.230713
	Iteration 14Q: 3 clusters Score -202569.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -202593.265625 Penalty: 2370.230713
	Iteration 15Q: 3 clusters Score -202593.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -202611.093750 Penalty: 2370.230713
	Iteration 16Q: 3 clusters Score -202611.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -202630.062500 Penalty: 2370.230713
	Iteration 17Q: 3 clusters Score -202630.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -202643.562500 Penalty: 2370.230713
	Iteration 18Q: 3 clusters Score -202643.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -202651.984375 Penalty: 2370.230713
	Iteration 19Q: 3 clusters Score -202652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -202657.906250 Penalty: 2370.230713
	Iteration 20F: 3 clusters Score -202657.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -202664.734375 Penalty: 2370.230713
	Iteration 21Q: 3 clusters Score -202664.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -202667.937500 Penalty: 2370.230713
	Iteration 22Q: 3 clusters Score -202667.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -202672.671875 Penalty: 2370.230713
	Iteration 23Q: 3 clusters Score -202672.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -202675.187500 Penalty: 2370.230713
	Iteration 24Q: 3 clusters Score -202675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -202676.671875 Penalty: 2370.230713
	Iteration 25Q: 3 clusters Score -202676.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -202679.609375 Penalty: 2370.230713
	Iteration 26Q: 3 clusters Score -202679.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -202681.546875 Penalty: 2370.230713
	Iteration 27Q: 3 clusters Score -202681.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -202683.718750 Penalty: 2370.230713
	Iteration 28Q: 3 clusters Score -202683.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -202683.921875 Penalty: 2370.230713
	Iteration 29Q: 3 clusters Score -202683.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -202683.921875 Penalty: 2370.230713
	Iteration 30F: 3 clusters Score -202683.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (17996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Entering Unmasked Estep 
Score: -2736006.250000 Penalty: 1592.159546
	Iteration 0F: 2 clusters Score -2736006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2724030.750000 Penalty: 3184.319092
	Iteration 0F: 3 clusters Score -2724031 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2728424.500000 Penalty: 3184.319092
	Iteration 1F: 3 clusters Score -2728424 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2728828.500000 Penalty: 3184.319092
	Iteration 2F: 3 clusters Score -2728828 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2729189.000000 Penalty: 3184.319092
	Iteration 3F: 3 clusters Score -2729189 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2729519.250000 Penalty: 3184.319092
	Iteration 4Q: 3 clusters Score -2729519 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2729817.000000 Penalty: 3184.319092
	Iteration 5Q: 3 clusters Score -2729817 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2730104.000000 Penalty: 3184.319092
	Iteration 6Q: 3 clusters Score -2730104 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2730364.750000 Penalty: 3184.319092
	Iteration 7Q: 3 clusters Score -2730365 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2730650.250000 Penalty: 3184.319092
	Iteration 8Q: 3 clusters Score -2730650 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2730929.250000 Penalty: 3184.319092
	Iteration 9Q: 3 clusters Score -2730929 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2731235.500000 Penalty: 3184.319092
	Iteration 10Q: 3 clusters Score -2731236 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2731549.000000 Penalty: 3184.319092
	Iteration 11Q: 3 clusters Score -2731549 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2731851.750000 Penalty: 3184.319092
	Iteration 12Q: 3 clusters Score -2731852 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2732114.250000 Penalty: 3184.319092
	Iteration 13Q: 3 clusters Score -2732114 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2732288.250000 Penalty: 3184.319092
	Iteration 14Q: 3 clusters Score -2732288 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2732408.750000 Penalty: 3184.319092
	Iteration 15Q: 3 clusters Score -2732409 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2732522.250000 Penalty: 3184.319092
	Iteration 16Q: 3 clusters Score -2732522 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2732594.000000 Penalty: 3184.319092
	Iteration 17Q: 3 clusters Score -2732594 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2732686.500000 Penalty: 3184.319092
	Iteration 18Q: 3 clusters Score -2732686 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2732779.250000 Penalty: 3184.319092
	Iteration 19Q: 3 clusters Score -2732779 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2732848.500000 Penalty: 3184.319092
	Iteration 20F: 3 clusters Score -2732848 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2732904.750000 Penalty: 3184.319092
	Iteration 21Q: 3 clusters Score -2732905 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2732962.250000 Penalty: 3184.319092
	Iteration 22Q: 3 clusters Score -2732962 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2733005.000000 Penalty: 3184.319092
	Iteration 23Q: 3 clusters Score -2733005 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2733041.250000 Penalty: 3184.319092
	Iteration 24Q: 3 clusters Score -2733041 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2733076.750000 Penalty: 3184.319092
	Iteration 25Q: 3 clusters Score -2733077 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2733136.000000 Penalty: 3184.319092
	Iteration 26Q: 3 clusters Score -2733136 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2733191.000000 Penalty: 3184.319092
	Iteration 27Q: 3 clusters Score -2733191 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2733265.000000 Penalty: 3184.319092
	Iteration 28Q: 3 clusters Score -2733265 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2733329.750000 Penalty: 3184.319092
	Iteration 29Q: 3 clusters Score -2733330 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2733412.000000 Penalty: 3184.319092
	Iteration 30Q: 3 clusters Score -2733412 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2733486.500000 Penalty: 3184.319092
	Iteration 31Q: 3 clusters Score -2733486 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2733549.500000 Penalty: 3184.319092
	Iteration 32Q: 3 clusters Score -2733550 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2733617.750000 Penalty: 3184.319092
	Iteration 33Q: 3 clusters Score -2733618 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2733717.250000 Penalty: 3184.319092
	Iteration 34Q: 3 clusters Score -2733717 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2733798.000000 Penalty: 3184.319092
	Iteration 35Q: 3 clusters Score -2733798 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2733868.750000 Penalty: 3184.319092
	Iteration 36Q: 3 clusters Score -2733869 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2733928.500000 Penalty: 3184.319092
	Iteration 37Q: 3 clusters Score -2733928 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2733975.750000 Penalty: 3184.319092
	Iteration 38Q: 3 clusters Score -2733976 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2734008.000000 Penalty: 3184.319092
	Iteration 39Q: 3 clusters Score -2734008 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2734039.250000 Penalty: 3184.319092
	Iteration 40F: 3 clusters Score -2734039 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2734072.000000 Penalty: 3184.319092
	Iteration 41Q: 3 clusters Score -2734072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2734099.000000 Penalty: 3184.319092
	Iteration 42Q: 3 clusters Score -2734099 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2734125.750000 Penalty: 3184.319092
	Iteration 43Q: 3 clusters Score -2734126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2734144.000000 Penalty: 3184.319092
	Iteration 44Q: 3 clusters Score -2734144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2734160.000000 Penalty: 3184.319092
	Iteration 45Q: 3 clusters Score -2734160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2734182.500000 Penalty: 3184.319092
	Iteration 46Q: 3 clusters Score -2734182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2734212.250000 Penalty: 3184.319092
	Iteration 47Q: 3 clusters Score -2734212 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2734256.250000 Penalty: 3184.319092
	Iteration 48Q: 3 clusters Score -2734256 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2734305.750000 Penalty: 3184.319092
	Iteration 49Q: 3 clusters Score -2734306 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2734339.000000 Penalty: 3184.319092
	Iteration 50Q: 3 clusters Score -2734339 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2734371.000000 Penalty: 3184.319092
	Iteration 51Q: 3 clusters Score -2734371 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2734400.750000 Penalty: 3184.319092
	Iteration 52Q: 3 clusters Score -2734401 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2734421.500000 Penalty: 3184.319092
	Iteration 53Q: 3 clusters Score -2734422 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2734451.250000 Penalty: 3184.319092
	Iteration 54Q: 3 clusters Score -2734451 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2734479.750000 Penalty: 3184.319092
	Iteration 55Q: 3 clusters Score -2734480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2734494.750000 Penalty: 3184.319092
	Iteration 56Q: 3 clusters Score -2734495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2734509.500000 Penalty: 3184.319092
	Iteration 57Q: 3 clusters Score -2734510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2734517.500000 Penalty: 3184.319092
	Iteration 58Q: 3 clusters Score -2734518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2734533.500000 Penalty: 3184.319092
	Iteration 59Q: 3 clusters Score -2734534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2734542.500000 Penalty: 3184.319092
	Iteration 60F: 3 clusters Score -2734542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2734551.000000 Penalty: 3184.319092
	Iteration 61Q: 3 clusters Score -2734551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2734555.000000 Penalty: 3184.319092
	Iteration 62Q: 3 clusters Score -2734555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2734558.000000 Penalty: 3184.319092
	Iteration 63Q: 3 clusters Score -2734558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2734563.250000 Penalty: 3184.319092
	Iteration 64Q: 3 clusters Score -2734563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2734572.250000 Penalty: 3184.319092
	Iteration 65Q: 3 clusters Score -2734572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2734574.250000 Penalty: 3184.319092
	Iteration 66Q: 3 clusters Score -2734574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2734579.750000 Penalty: 3184.319092
	Iteration 67Q: 3 clusters Score -2734580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -2734583.000000 Penalty: 3184.319092
	Iteration 68Q: 3 clusters Score -2734583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2734587.250000 Penalty: 3184.319092
	Iteration 69Q: 3 clusters Score -2734587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2734591.750000 Penalty: 3184.319092
	Iteration 70Q: 3 clusters Score -2734592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2734595.250000 Penalty: 3184.319092
	Iteration 71Q: 3 clusters Score -2734595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2734593.000000 Penalty: 3184.319092
	Iteration 72Q: 3 clusters Score -2734593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2734597.000000 Penalty: 3184.319092
	Iteration 73Q: 3 clusters Score -2734597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2734596.000000 Penalty: 3184.319092
	Iteration 74Q: 3 clusters Score -2734596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2734598.000000 Penalty: 3184.319092
	Iteration 75Q: 3 clusters Score -2734598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2734600.750000 Penalty: 3184.319092
	Iteration 76Q: 3 clusters Score -2734601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2734600.750000 Penalty: 3184.319092
	Iteration 77F: 3 clusters Score -2734601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (15154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Entering Unmasked Estep 
Score: -2305100.500000 Penalty: 1564.228149
	Iteration 0F: 2 clusters Score -2305100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2294954.750000 Penalty: 3128.456299
	Iteration 0F: 3 clusters Score -2294955 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2298553.500000 Penalty: 3128.456299
	Iteration 1F: 3 clusters Score -2298554 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2298904.250000 Penalty: 3128.456299
	Iteration 2F: 3 clusters Score -2298904 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2299311.000000 Penalty: 3128.456299
	Iteration 3F: 3 clusters Score -2299311 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2299754.000000 Penalty: 3128.456299
	Iteration 4F: 3 clusters Score -2299754 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2300265.250000 Penalty: 3128.456299
	Iteration 5F: 3 clusters Score -2300265 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2300851.500000 Penalty: 3128.456299
	Iteration 6F: 3 clusters Score -2300852 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2301383.000000 Penalty: 3128.456299
	Iteration 7F: 3 clusters Score -2301383 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2301941.000000 Penalty: 3128.456299
	Iteration 8F: 3 clusters Score -2301941 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2302482.250000 Penalty: 3128.456299
	Iteration 9Q: 3 clusters Score -2302482 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2302907.500000 Penalty: 3128.456299
	Iteration 10Q: 3 clusters Score -2302908 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2303181.000000 Penalty: 3128.456299
	Iteration 11Q: 3 clusters Score -2303181 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2303356.500000 Penalty: 3128.456299
	Iteration 12Q: 3 clusters Score -2303356 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2303449.250000 Penalty: 3128.456299
	Iteration 13Q: 3 clusters Score -2303449 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2303515.000000 Penalty: 3128.456299
	Iteration 14Q: 3 clusters Score -2303515 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2303564.250000 Penalty: 3128.456299
	Iteration 15Q: 3 clusters Score -2303564 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2303592.250000 Penalty: 3128.456299
	Iteration 16Q: 3 clusters Score -2303592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2303610.000000 Penalty: 3128.456299
	Iteration 17Q: 3 clusters Score -2303610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2303630.250000 Penalty: 3128.456299
	Iteration 18Q: 3 clusters Score -2303630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2303647.250000 Penalty: 3128.456299
	Iteration 19Q: 3 clusters Score -2303647 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2303666.750000 Penalty: 3128.456299
	Iteration 20F: 3 clusters Score -2303667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2303683.000000 Penalty: 3128.456299
	Iteration 21Q: 3 clusters Score -2303683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2303700.750000 Penalty: 3128.456299
	Iteration 22Q: 3 clusters Score -2303701 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2303711.250000 Penalty: 3128.456299
	Iteration 23Q: 3 clusters Score -2303711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2303719.000000 Penalty: 3128.456299
	Iteration 24Q: 3 clusters Score -2303719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2303719.000000 Penalty: 3128.456299
	Iteration 25Q: 3 clusters Score -2303719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2303723.500000 Penalty: 3128.456299
	Iteration 26Q: 3 clusters Score -2303724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2303727.250000 Penalty: 3128.456299
	Iteration 27Q: 3 clusters Score -2303727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2303728.250000 Penalty: 3128.456299
	Iteration 28Q: 3 clusters Score -2303728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2303728.750000 Penalty: 3128.456299
	Iteration 29Q: 3 clusters Score -2303729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2303727.000000 Penalty: 3128.456299
	Iteration 30Q: 3 clusters Score -2303727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2303731.250000 Penalty: 3128.456299
	Iteration 31Q: 3 clusters Score -2303731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2303731.000000 Penalty: 3128.456299
	Iteration 32Q: 3 clusters Score -2303731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2303731.000000 Penalty: 3128.456299
	Iteration 33F: 3 clusters Score -2303731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (8745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Entering Unmasked Estep 
Score: -1261535.500000 Penalty: 1474.888672
	Iteration 0F: 2 clusters Score -1261536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1255195.375000 Penalty: 2949.777344
	Iteration 0F: 3 clusters Score -1255195 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1257340.500000 Penalty: 2949.777344
	Iteration 1F: 3 clusters Score -1257340 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1257625.250000 Penalty: 2949.777344
	Iteration 2F: 3 clusters Score -1257625 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1257857.375000 Penalty: 2949.777344
	Iteration 3F: 3 clusters Score -1257857 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1258056.000000 Penalty: 2949.777344
	Iteration 4Q: 3 clusters Score -1258056 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1258241.000000 Penalty: 2949.777344
	Iteration 5Q: 3 clusters Score -1258241 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1258415.500000 Penalty: 2949.777344
	Iteration 6Q: 3 clusters Score -1258416 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1258583.500000 Penalty: 2949.777344
	Iteration 7Q: 3 clusters Score -1258584 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1258775.125000 Penalty: 2949.777344
	Iteration 8Q: 3 clusters Score -1258775 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1258986.375000 Penalty: 2949.777344
	Iteration 9Q: 3 clusters Score -1258986 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1259190.250000 Penalty: 2949.777344
	Iteration 10Q: 3 clusters Score -1259190 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1259371.625000 Penalty: 2949.777344
	Iteration 11Q: 3 clusters Score -1259372 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1259539.125000 Penalty: 2949.777344
	Iteration 12Q: 3 clusters Score -1259539 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1259717.000000 Penalty: 2949.777344
	Iteration 13Q: 3 clusters Score -1259717 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1259859.875000 Penalty: 2949.777344
	Iteration 14Q: 3 clusters Score -1259860 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1259977.750000 Penalty: 2949.777344
	Iteration 15Q: 3 clusters Score -1259978 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1260060.625000 Penalty: 2949.777344
	Iteration 16Q: 3 clusters Score -1260061 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1260116.750000 Penalty: 2949.777344
	Iteration 17Q: 3 clusters Score -1260117 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1260158.625000 Penalty: 2949.777344
	Iteration 18Q: 3 clusters Score -1260159 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1260188.000000 Penalty: 2949.777344
	Iteration 19Q: 3 clusters Score -1260188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1260209.750000 Penalty: 2949.777344
	Iteration 20F: 3 clusters Score -1260210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1260234.625000 Penalty: 2949.777344
	Iteration 21Q: 3 clusters Score -1260235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1260253.625000 Penalty: 2949.777344
	Iteration 22Q: 3 clusters Score -1260254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1260267.500000 Penalty: 2949.777344
	Iteration 23Q: 3 clusters Score -1260268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1260270.250000 Penalty: 2949.777344
	Iteration 24Q: 3 clusters Score -1260270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1260275.250000 Penalty: 2949.777344
	Iteration 25Q: 3 clusters Score -1260275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1260274.125000 Penalty: 2949.777344
	Iteration 26Q: 3 clusters Score -1260274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1260278.000000 Penalty: 2949.777344
	Iteration 27Q: 3 clusters Score -1260278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1260279.625000 Penalty: 2949.777344
	Iteration 28Q: 3 clusters Score -1260280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1260284.250000 Penalty: 2949.777344
	Iteration 29Q: 3 clusters Score -1260284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1260285.125000 Penalty: 2949.777344
	Iteration 30Q: 3 clusters Score -1260285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1260287.500000 Penalty: 2949.777344
	Iteration 31Q: 3 clusters Score -1260288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1260287.250000 Penalty: 2949.777344
	Iteration 32Q: 3 clusters Score -1260287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1260288.875000 Penalty: 2949.777344
	Iteration 33Q: 3 clusters Score -1260289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1260292.250000 Penalty: 2949.777344
	Iteration 34Q: 3 clusters Score -1260292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1260294.250000 Penalty: 2949.777344
	Iteration 35Q: 3 clusters Score -1260294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1260296.750000 Penalty: 2949.777344
	Iteration 36Q: 3 clusters Score -1260297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1260300.250000 Penalty: 2949.777344
	Iteration 37Q: 3 clusters Score -1260300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1260301.750000 Penalty: 2949.777344
	Iteration 38Q: 3 clusters Score -1260302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1260305.500000 Penalty: 2949.777344
	Iteration 39Q: 3 clusters Score -1260306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1260307.375000 Penalty: 2949.777344
	Iteration 40F: 3 clusters Score -1260307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1260306.750000 Penalty: 2949.777344
	Iteration 41Q: 3 clusters Score -1260307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1260306.750000 Penalty: 2949.777344
	Iteration 42F: 3 clusters Score -1260307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -181183.625000 Penalty: 1176.255737
	Iteration 0F: 2 clusters Score -181183.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -179497.625000 Penalty: 2352.511475
	Iteration 0F: 3 clusters Score -179497.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -179855.718750 Penalty: 2352.511475
	Iteration 1F: 3 clusters Score -179855.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -179969.296875 Penalty: 2352.511475
	Iteration 2F: 3 clusters Score -179969.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -180067.953125 Penalty: 2352.511475
	Iteration 3F: 3 clusters Score -180068 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -180162.546875 Penalty: 2352.511475
	Iteration 4Q: 3 clusters Score -180162.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -180247.437500 Penalty: 2352.511475
	Iteration 5Q: 3 clusters Score -180247.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -180345.359375 Penalty: 2352.511475
	Iteration 6Q: 3 clusters Score -180345.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -180411.796875 Penalty: 2352.511475
	Iteration 7Q: 3 clusters Score -180411.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -180467.453125 Penalty: 2352.511475
	Iteration 8Q: 3 clusters Score -180467.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -180511.828125 Penalty: 2352.511475
	Iteration 9Q: 3 clusters Score -180511.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -180539.218750 Penalty: 2352.511475
	Iteration 10Q: 3 clusters Score -180539.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -180559.609375 Penalty: 2352.511475
	Iteration 11Q: 3 clusters Score -180559.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -180577.968750 Penalty: 2352.511475
	Iteration 12Q: 3 clusters Score -180578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -180597.703125 Penalty: 2352.511475
	Iteration 13Q: 3 clusters Score -180597.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -180609.828125 Penalty: 2352.511475
	Iteration 14Q: 3 clusters Score -180609.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -180636.218750 Penalty: 2352.511475
	Iteration 15Q: 3 clusters Score -180636.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -180654.593750 Penalty: 2352.511475
	Iteration 16Q: 3 clusters Score -180654.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -180665.000000 Penalty: 2352.511475
	Iteration 17Q: 3 clusters Score -180665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -180672.375000 Penalty: 2352.511475
	Iteration 18Q: 3 clusters Score -180672.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -180680.234375 Penalty: 2352.511475
	Iteration 19Q: 3 clusters Score -180680.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -180690.750000 Penalty: 2352.511475
	Iteration 20F: 3 clusters Score -180690.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -180705.328125 Penalty: 2352.511475
	Iteration 21Q: 3 clusters Score -180705.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -180718.593750 Penalty: 2352.511475
	Iteration 22Q: 3 clusters Score -180718.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -180729.687500 Penalty: 2352.511475
	Iteration 23Q: 3 clusters Score -180729.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -180740.921875 Penalty: 2352.511475
	Iteration 24Q: 3 clusters Score -180740.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -180753.703125 Penalty: 2352.511475
	Iteration 25Q: 3 clusters Score -180753.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -180761.906250 Penalty: 2352.511475
	Iteration 26Q: 3 clusters Score -180761.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -180770.156250 Penalty: 2352.511475
	Iteration 27Q: 3 clusters Score -180770.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -180773.187500 Penalty: 2352.511475
	Iteration 28Q: 3 clusters Score -180773.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -180773.593750 Penalty: 2352.511475
	Iteration 29Q: 3 clusters Score -180773.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -180774.765625 Penalty: 2352.511475
	Iteration 30Q: 3 clusters Score -180774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -180774.765625 Penalty: 2352.511475
	Iteration 31F: 3 clusters Score -180774.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (3763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Entering Unmasked Estep 
Score: -478939.031250 Penalty: 1337.858032
	Iteration 0F: 2 clusters Score -478939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -475811.062500 Penalty: 2675.716064
	Iteration 0F: 3 clusters Score -475811.1 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -476646.218750 Penalty: 2675.716064
	Iteration 1F: 3 clusters Score -476646.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -476795.062500 Penalty: 2675.716064
	Iteration 2F: 3 clusters Score -476795.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -476881.031250 Penalty: 2675.716064
	Iteration 3Q: 3 clusters Score -476881 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -476952.531250 Penalty: 2675.716064
	Iteration 4Q: 3 clusters Score -476952.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -477000.875000 Penalty: 2675.716064
	Iteration 5Q: 3 clusters Score -477000.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -477043.656250 Penalty: 2675.716064
	Iteration 6Q: 3 clusters Score -477043.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -477095.718750 Penalty: 2675.716064
	Iteration 7Q: 3 clusters Score -477095.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -477143.593750 Penalty: 2675.716064
	Iteration 8Q: 3 clusters Score -477143.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -477198.343750 Penalty: 2675.716064
	Iteration 9Q: 3 clusters Score -477198.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -477244.437500 Penalty: 2675.716064
	Iteration 10Q: 3 clusters Score -477244.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -477319.375000 Penalty: 2675.716064
	Iteration 11Q: 3 clusters Score -477319.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -477407.625000 Penalty: 2675.716064
	Iteration 12Q: 3 clusters Score -477407.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -477503.312500 Penalty: 2675.716064
	Iteration 13Q: 3 clusters Score -477503.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -477610.687500 Penalty: 2675.716064
	Iteration 14Q: 3 clusters Score -477610.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -477704.406250 Penalty: 2675.716064
	Iteration 15Q: 3 clusters Score -477704.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -477790.562500 Penalty: 2675.716064
	Iteration 16Q: 3 clusters Score -477790.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -477844.937500 Penalty: 2675.716064
	Iteration 17Q: 3 clusters Score -477844.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -477876.000000 Penalty: 2675.716064
	Iteration 18Q: 3 clusters Score -477876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -477895.843750 Penalty: 2675.716064
	Iteration 19Q: 3 clusters Score -477895.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -477915.843750 Penalty: 2675.716064
	Iteration 20F: 3 clusters Score -477915.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -477931.625000 Penalty: 2675.716064
	Iteration 21Q: 3 clusters Score -477931.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -477945.750000 Penalty: 2675.716064
	Iteration 22Q: 3 clusters Score -477945.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -477960.000000 Penalty: 2675.716064
	Iteration 23Q: 3 clusters Score -477960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -477967.937500 Penalty: 2675.716064
	Iteration 24Q: 3 clusters Score -477967.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -477974.281250 Penalty: 2675.716064
	Iteration 25Q: 3 clusters Score -477974.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -477978.187500 Penalty: 2675.716064
	Iteration 26Q: 3 clusters Score -477978.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -477985.187500 Penalty: 2675.716064
	Iteration 27Q: 3 clusters Score -477985.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -477991.468750 Penalty: 2675.716064
	Iteration 28Q: 3 clusters Score -477991.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -477998.562500 Penalty: 2675.716064
	Iteration 29Q: 3 clusters Score -477998.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -478003.750000 Penalty: 2675.716064
	Iteration 30Q: 3 clusters Score -478003.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -478007.812500 Penalty: 2675.716064
	Iteration 31Q: 3 clusters Score -478007.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -478011.687500 Penalty: 2675.716064
	Iteration 32Q: 3 clusters Score -478011.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -478018.468750 Penalty: 2675.716064
	Iteration 33Q: 3 clusters Score -478018.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -478026.562500 Penalty: 2675.716064
	Iteration 34Q: 3 clusters Score -478026.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -478034.687500 Penalty: 2675.716064
	Iteration 35Q: 3 clusters Score -478034.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -478041.968750 Penalty: 2675.716064
	Iteration 36Q: 3 clusters Score -478042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -478045.468750 Penalty: 2675.716064
	Iteration 37Q: 3 clusters Score -478045.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -478049.281250 Penalty: 2675.716064
	Iteration 38Q: 3 clusters Score -478049.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -478051.656250 Penalty: 2675.716064
	Iteration 39Q: 3 clusters Score -478051.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -478054.531250 Penalty: 2675.716064
	Iteration 40F: 3 clusters Score -478054.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -478057.656250 Penalty: 2675.716064
	Iteration 41Q: 3 clusters Score -478057.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -478061.343750 Penalty: 2675.716064
	Iteration 42Q: 3 clusters Score -478061.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -478066.156250 Penalty: 2675.716064
	Iteration 43Q: 3 clusters Score -478066.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -478071.250000 Penalty: 2675.716064
	Iteration 44Q: 3 clusters Score -478071.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -478075.812500 Penalty: 2675.716064
	Iteration 45Q: 3 clusters Score -478075.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -478082.843750 Penalty: 2675.716064
	Iteration 46Q: 3 clusters Score -478082.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -478089.406250 Penalty: 2675.716064
	Iteration 47Q: 3 clusters Score -478089.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -478093.437500 Penalty: 2675.716064
	Iteration 48Q: 3 clusters Score -478093.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -478097.000000 Penalty: 2675.716064
	Iteration 49Q: 3 clusters Score -478097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -478099.031250 Penalty: 2675.716064
	Iteration 50Q: 3 clusters Score -478099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -478101.093750 Penalty: 2675.716064
	Iteration 51Q: 3 clusters Score -478101.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -478106.343750 Penalty: 2675.716064
	Iteration 52Q: 3 clusters Score -478106.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -478110.000000 Penalty: 2675.716064
	Iteration 53Q: 3 clusters Score -478110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -478113.875000 Penalty: 2675.716064
	Iteration 54Q: 3 clusters Score -478113.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -478119.500000 Penalty: 2675.716064
	Iteration 55Q: 3 clusters Score -478119.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -478128.593750 Penalty: 2675.716064
	Iteration 56Q: 3 clusters Score -478128.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -478134.093750 Penalty: 2675.716064
	Iteration 57Q: 3 clusters Score -478134.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -478136.531250 Penalty: 2675.716064
	Iteration 58Q: 3 clusters Score -478136.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -478140.375000 Penalty: 2675.716064
	Iteration 59Q: 3 clusters Score -478140.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -478145.875000 Penalty: 2675.716064
	Iteration 60F: 3 clusters Score -478145.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -478152.968750 Penalty: 2675.716064
	Iteration 61Q: 3 clusters Score -478153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -478161.750000 Penalty: 2675.716064
	Iteration 62Q: 3 clusters Score -478161.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -478166.843750 Penalty: 2675.716064
	Iteration 63Q: 3 clusters Score -478166.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -478169.968750 Penalty: 2675.716064
	Iteration 64Q: 3 clusters Score -478170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -478171.625000 Penalty: 2675.716064
	Iteration 65Q: 3 clusters Score -478171.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -478173.812500 Penalty: 2675.716064
	Iteration 66Q: 3 clusters Score -478173.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -478176.750000 Penalty: 2675.716064
	Iteration 67Q: 3 clusters Score -478176.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -478180.000000 Penalty: 2675.716064
	Iteration 68Q: 3 clusters Score -478180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -478180.500000 Penalty: 2675.716064
	Iteration 69Q: 3 clusters Score -478180.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -478182.531250 Penalty: 2675.716064
	Iteration 70Q: 3 clusters Score -478182.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -478184.250000 Penalty: 2675.716064
	Iteration 71Q: 3 clusters Score -478184.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -478184.250000 Penalty: 2675.716064
	Iteration 72Q: 3 clusters Score -478184.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -478184.406250 Penalty: 2675.716064
	Iteration 73Q: 3 clusters Score -478184.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -478185.531250 Penalty: 2675.716064
	Iteration 74Q: 3 clusters Score -478185.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -478185.937500 Penalty: 2675.716064
	Iteration 75Q: 3 clusters Score -478185.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -478186.875000 Penalty: 2675.716064
	Iteration 76Q: 3 clusters Score -478186.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -478187.718750 Penalty: 2675.716064
	Iteration 77Q: 3 clusters Score -478187.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -478188.531250 Penalty: 2675.716064
	Iteration 78Q: 3 clusters Score -478188.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -478188.625000 Penalty: 2675.716064
	Iteration 79Q: 3 clusters Score -478188.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -478189.937500 Penalty: 2675.716064
	Iteration 80F: 3 clusters Score -478189.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -478190.656250 Penalty: 2675.716064
	Iteration 81Q: 3 clusters Score -478190.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -478191.687500 Penalty: 2675.716064
	Iteration 82Q: 3 clusters Score -478191.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -478192.906250 Penalty: 2675.716064
	Iteration 83Q: 3 clusters Score -478192.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -478194.312500 Penalty: 2675.716064
	Iteration 84Q: 3 clusters Score -478194.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -478195.437500 Penalty: 2675.716064
	Iteration 85Q: 3 clusters Score -478195.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -478195.906250 Penalty: 2675.716064
	Iteration 86Q: 3 clusters Score -478195.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -478196.875000 Penalty: 2675.716064
	Iteration 87Q: 3 clusters Score -478196.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -478198.281250 Penalty: 2675.716064
	Iteration 88Q: 3 clusters Score -478198.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -478200.062500 Penalty: 2675.716064
	Iteration 89Q: 3 clusters Score -478200.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -478200.531250 Penalty: 2675.716064
	Iteration 90Q: 3 clusters Score -478200.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -478199.906250 Penalty: 2675.716064
	Iteration 91Q: 3 clusters Score -478199.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -478201.406250 Penalty: 2675.716064
	Iteration 92Q: 3 clusters Score -478201.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -478202.500000 Penalty: 2675.716064
	Iteration 93Q: 3 clusters Score -478202.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -478203.437500 Penalty: 2675.716064
	Iteration 94Q: 3 clusters Score -478203.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -478203.375000 Penalty: 2675.716064
	Iteration 95Q: 3 clusters Score -478203.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -478204.187500 Penalty: 2675.716064
	Iteration 96Q: 3 clusters Score -478204.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -478204.187500 Penalty: 2675.716064
	Iteration 97F: 3 clusters Score -478204.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -128750.757812 Penalty: 1123.805054
	Iteration 0F: 2 clusters Score -128750.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -127300.515625 Penalty: 2247.610107
	Iteration 0F: 3 clusters Score -127300.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -127573.992188 Penalty: 2247.610107
	Iteration 1F: 3 clusters Score -127574 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -127678.781250 Penalty: 2247.610107
	Iteration 2F: 3 clusters Score -127678.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -127752.351562 Penalty: 2247.610107
	Iteration 3F: 3 clusters Score -127752.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -127805.859375 Penalty: 2247.610107
	Iteration 4Q: 3 clusters Score -127805.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -127834.054688 Penalty: 2247.610107
	Iteration 5Q: 3 clusters Score -127834.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127844.179688 Penalty: 2247.610107
	Iteration 6Q: 3 clusters Score -127844.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -127851.890625 Penalty: 2247.610107
	Iteration 7Q: 3 clusters Score -127851.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -127859.468750 Penalty: 2247.610107
	Iteration 8Q: 3 clusters Score -127859.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -127873.765625 Penalty: 2247.610107
	Iteration 9Q: 3 clusters Score -127873.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -127882.851562 Penalty: 2247.610107
	Iteration 10Q: 3 clusters Score -127882.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -127886.359375 Penalty: 2247.610107
	Iteration 11Q: 3 clusters Score -127886.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -127892.257812 Penalty: 2247.610107
	Iteration 12Q: 3 clusters Score -127892.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -127896.648438 Penalty: 2247.610107
	Iteration 13Q: 3 clusters Score -127896.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -127900.929688 Penalty: 2247.610107
	Iteration 14Q: 3 clusters Score -127900.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -127908.406250 Penalty: 2247.610107
	Iteration 15Q: 3 clusters Score -127908.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -127909.148438 Penalty: 2247.610107
	Iteration 16Q: 3 clusters Score -127909.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -127909.492188 Penalty: 2247.610107
	Iteration 17Q: 3 clusters Score -127909.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -127909.492188 Penalty: 2247.610107
	Iteration 18F: 3 clusters Score -127909.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (16672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Entering Unmasked Estep 
Score: -2549768.500000 Penalty: 1579.741455
	Iteration 0F: 2 clusters Score -2549768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2538700.250000 Penalty: 3159.482910
	Iteration 0F: 3 clusters Score -2538700 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2542804.750000 Penalty: 3159.482910
	Iteration 1F: 3 clusters Score -2542805 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2543155.500000 Penalty: 3159.482910
	Iteration 2F: 3 clusters Score -2543156 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2543445.500000 Penalty: 3159.482910
	Iteration 3Q: 3 clusters Score -2543446 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2543737.250000 Penalty: 3159.482910
	Iteration 4Q: 3 clusters Score -2543737 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2544042.500000 Penalty: 3159.482910
	Iteration 5Q: 3 clusters Score -2544042 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2544388.250000 Penalty: 3159.482910
	Iteration 6Q: 3 clusters Score -2544388 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2544715.250000 Penalty: 3159.482910
	Iteration 7Q: 3 clusters Score -2544715 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2545030.500000 Penalty: 3159.482910
	Iteration 8Q: 3 clusters Score -2545030 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2545345.750000 Penalty: 3159.482910
	Iteration 9Q: 3 clusters Score -2545346 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2545644.250000 Penalty: 3159.482910
	Iteration 10Q: 3 clusters Score -2545644 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2545894.250000 Penalty: 3159.482910
	Iteration 11Q: 3 clusters Score -2545894 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2546063.000000 Penalty: 3159.482910
	Iteration 12Q: 3 clusters Score -2546063 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2546161.250000 Penalty: 3159.482910
	Iteration 13Q: 3 clusters Score -2546161 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2546200.250000 Penalty: 3159.482910
	Iteration 14Q: 3 clusters Score -2546200 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2546228.750000 Penalty: 3159.482910
	Iteration 15Q: 3 clusters Score -2546229 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2546287.250000 Penalty: 3159.482910
	Iteration 16Q: 3 clusters Score -2546287 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2546351.500000 Penalty: 3159.482910
	Iteration 17Q: 3 clusters Score -2546352 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2546441.000000 Penalty: 3159.482910
	Iteration 18Q: 3 clusters Score -2546441 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2546574.500000 Penalty: 3159.482910
	Iteration 19Q: 3 clusters Score -2546574 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2546734.250000 Penalty: 3159.482910
	Iteration 20F: 3 clusters Score -2546734 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2546954.750000 Penalty: 3159.482910
	Iteration 21Q: 3 clusters Score -2546955 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2547153.750000 Penalty: 3159.482910
	Iteration 22Q: 3 clusters Score -2547154 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2547397.750000 Penalty: 3159.482910
	Iteration 23Q: 3 clusters Score -2547398 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2547621.500000 Penalty: 3159.482910
	Iteration 24Q: 3 clusters Score -2547622 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2547798.750000 Penalty: 3159.482910
	Iteration 25Q: 3 clusters Score -2547799 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2547935.500000 Penalty: 3159.482910
	Iteration 26Q: 3 clusters Score -2547936 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2548026.500000 Penalty: 3159.482910
	Iteration 27Q: 3 clusters Score -2548026 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2548062.000000 Penalty: 3159.482910
	Iteration 28Q: 3 clusters Score -2548062 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2548094.750000 Penalty: 3159.482910
	Iteration 29Q: 3 clusters Score -2548095 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2548130.750000 Penalty: 3159.482910
	Iteration 30Q: 3 clusters Score -2548131 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2548152.250000 Penalty: 3159.482910
	Iteration 31Q: 3 clusters Score -2548152 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2548168.000000 Penalty: 3159.482910
	Iteration 32Q: 3 clusters Score -2548168 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2548182.500000 Penalty: 3159.482910
	Iteration 33Q: 3 clusters Score -2548182 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2548184.250000 Penalty: 3159.482910
	Iteration 34Q: 3 clusters Score -2548184 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2548186.000000 Penalty: 3159.482910
	Iteration 35Q: 3 clusters Score -2548186 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2548184.000000 Penalty: 3159.482910
	Iteration 36Q: 3 clusters Score -2548184 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2548197.250000 Penalty: 3159.482910
	Iteration 37Q: 3 clusters Score -2548197 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2548196.500000 Penalty: 3159.482910
	Iteration 38Q: 3 clusters Score -2548196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2548198.250000 Penalty: 3159.482910
	Iteration 39Q: 3 clusters Score -2548198 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2548201.500000 Penalty: 3159.482910
	Iteration 40F: 3 clusters Score -2548202 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2548210.250000 Penalty: 3159.482910
	Iteration 41Q: 3 clusters Score -2548210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2548213.250000 Penalty: 3159.482910
	Iteration 42Q: 3 clusters Score -2548213 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2548211.500000 Penalty: 3159.482910
	Iteration 43Q: 3 clusters Score -2548212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2548214.750000 Penalty: 3159.482910
	Iteration 44Q: 3 clusters Score -2548215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2548209.000000 Penalty: 3159.482910
	Iteration 45Q: 3 clusters Score -2548209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2548211.500000 Penalty: 3159.482910
	Iteration 46Q: 3 clusters Score -2548212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2548201.500000 Penalty: 3159.482910
	Iteration 47Q: 3 clusters Score -2548202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2548206.500000 Penalty: 3159.482910
	Iteration 48Q: 3 clusters Score -2548206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2548201.000000 Penalty: 3159.482910
	Iteration 49Q: 3 clusters Score -2548201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2548198.000000 Penalty: 3159.482910
	Iteration 50Q: 3 clusters Score -2548198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2548200.250000 Penalty: 3159.482910
	Iteration 51Q: 3 clusters Score -2548200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2548193.750000 Penalty: 3159.482910
	Iteration 52Q: 3 clusters Score -2548194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2548196.250000 Penalty: 3159.482910
	Iteration 53Q: 3 clusters Score -2548196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2548200.000000 Penalty: 3159.482910
	Iteration 54Q: 3 clusters Score -2548200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2548203.000000 Penalty: 3159.482910
	Iteration 55Q: 3 clusters Score -2548203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2548208.000000 Penalty: 3159.482910
	Iteration 56Q: 3 clusters Score -2548208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2548199.000000 Penalty: 3159.482910
	Iteration 57Q: 3 clusters Score -2548199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2548195.250000 Penalty: 3159.482910
	Iteration 58Q: 3 clusters Score -2548195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2548193.500000 Penalty: 3159.482910
	Iteration 59Q: 3 clusters Score -2548194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2548197.000000 Penalty: 3159.482910
	Iteration 60F: 3 clusters Score -2548197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2548198.250000 Penalty: 3159.482910
	Iteration 61Q: 3 clusters Score -2548198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2548196.000000 Penalty: 3159.482910
	Iteration 62Q: 3 clusters Score -2548196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2548193.250000 Penalty: 3159.482910
	Iteration 63Q: 3 clusters Score -2548193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2548196.500000 Penalty: 3159.482910
	Iteration 64Q: 3 clusters Score -2548196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2548193.000000 Penalty: 3159.482910
	Iteration 65Q: 3 clusters Score -2548193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2548192.500000 Penalty: 3159.482910
	Iteration 66Q: 3 clusters Score -2548192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2548201.000000 Penalty: 3159.482910
	Iteration 67Q: 3 clusters Score -2548201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2548199.000000 Penalty: 3159.482910
	Iteration 68Q: 3 clusters Score -2548199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2548201.500000 Penalty: 3159.482910
	Iteration 69Q: 3 clusters Score -2548202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2548200.000000 Penalty: 3159.482910
	Iteration 70Q: 3 clusters Score -2548200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2548202.750000 Penalty: 3159.482910
	Iteration 71Q: 3 clusters Score -2548203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2548202.500000 Penalty: 3159.482910
	Iteration 72Q: 3 clusters Score -2548202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2548208.250000 Penalty: 3159.482910
	Iteration 73Q: 3 clusters Score -2548208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2548206.250000 Penalty: 3159.482910
	Iteration 74Q: 3 clusters Score -2548206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2548207.500000 Penalty: 3159.482910
	Iteration 75Q: 3 clusters Score -2548208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2548201.500000 Penalty: 3159.482910
	Iteration 76Q: 3 clusters Score -2548202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2548204.000000 Penalty: 3159.482910
	Iteration 77Q: 3 clusters Score -2548204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2548208.500000 Penalty: 3159.482910
	Iteration 78Q: 3 clusters Score -2548208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2548209.000000 Penalty: 3159.482910
	Iteration 79Q: 3 clusters Score -2548209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2548215.750000 Penalty: 3159.482910
	Iteration 80F: 3 clusters Score -2548216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2548209.000000 Penalty: 3159.482910
	Iteration 81Q: 3 clusters Score -2548209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2548208.500000 Penalty: 3159.482910
	Iteration 82Q: 3 clusters Score -2548208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2548209.750000 Penalty: 3159.482910
	Iteration 83Q: 3 clusters Score -2548210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2548212.500000 Penalty: 3159.482910
	Iteration 84Q: 3 clusters Score -2548212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2548206.750000 Penalty: 3159.482910
	Iteration 85Q: 3 clusters Score -2548207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2548209.000000 Penalty: 3159.482910
	Iteration 86Q: 3 clusters Score -2548209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2548204.000000 Penalty: 3159.482910
	Iteration 87Q: 3 clusters Score -2548204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2548205.250000 Penalty: 3159.482910
	Iteration 88Q: 3 clusters Score -2548205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2548207.500000 Penalty: 3159.482910
	Iteration 89Q: 3 clusters Score -2548208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2548208.500000 Penalty: 3159.482910
	Iteration 90Q: 3 clusters Score -2548208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2548211.000000 Penalty: 3159.482910
	Iteration 91Q: 3 clusters Score -2548211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2548210.500000 Penalty: 3159.482910
	Iteration 92Q: 3 clusters Score -2548210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2548213.000000 Penalty: 3159.482910
	Iteration 93Q: 3 clusters Score -2548213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2548213.500000 Penalty: 3159.482910
	Iteration 94Q: 3 clusters Score -2548214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2548215.000000 Penalty: 3159.482910
	Iteration 95Q: 3 clusters Score -2548215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2548212.750000 Penalty: 3159.482910
	Iteration 96Q: 3 clusters Score -2548213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2548213.750000 Penalty: 3159.482910
	Iteration 97Q: 3 clusters Score -2548214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2548214.500000 Penalty: 3159.482910
	Iteration 98Q: 3 clusters Score -2548214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2548213.750000 Penalty: 3159.482910
	Iteration 99Q: 3 clusters Score -2548214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2548209.750000 Penalty: 3159.482910
	Iteration 100F: 3 clusters Score -2548210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2548211.250000 Penalty: 3159.482910
	Iteration 101Q: 3 clusters Score -2548211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2548206.750000 Penalty: 3159.482910
	Iteration 102Q: 3 clusters Score -2548207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2548208.500000 Penalty: 3159.482910
	Iteration 103Q: 3 clusters Score -2548208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2548208.500000 Penalty: 3159.482910
	Iteration 104F: 3 clusters Score -2548208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -349956.875000 Penalty: 1275.134399
	Iteration 0F: 2 clusters Score -349956.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -347513.093750 Penalty: 2550.268799
	Iteration 0F: 3 clusters Score -347513.1 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -348153.156250 Penalty: 2550.268799
	Iteration 1F: 3 clusters Score -348153.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -348388.656250 Penalty: 2550.268799
	Iteration 2F: 3 clusters Score -348388.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -348592.937500 Penalty: 2550.268799
	Iteration 3F: 3 clusters Score -348592.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -348787.406250 Penalty: 2550.268799
	Iteration 4F: 3 clusters Score -348787.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -348923.437500 Penalty: 2550.268799
	Iteration 5F: 3 clusters Score -348923.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -349004.531250 Penalty: 2550.268799
	Iteration 6Q: 3 clusters Score -349004.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -349057.562500 Penalty: 2550.268799
	Iteration 7Q: 3 clusters Score -349057.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -349096.312500 Penalty: 2550.268799
	Iteration 8Q: 3 clusters Score -349096.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -349123.093750 Penalty: 2550.268799
	Iteration 9Q: 3 clusters Score -349123.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -349146.093750 Penalty: 2550.268799
	Iteration 10Q: 3 clusters Score -349146.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -349169.656250 Penalty: 2550.268799
	Iteration 11Q: 3 clusters Score -349169.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -349184.281250 Penalty: 2550.268799
	Iteration 12Q: 3 clusters Score -349184.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -349191.187500 Penalty: 2550.268799
	Iteration 13Q: 3 clusters Score -349191.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -349198.968750 Penalty: 2550.268799
	Iteration 14Q: 3 clusters Score -349199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -349213.250000 Penalty: 2550.268799
	Iteration 15Q: 3 clusters Score -349213.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -349231.531250 Penalty: 2550.268799
	Iteration 16Q: 3 clusters Score -349231.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -349245.625000 Penalty: 2550.268799
	Iteration 17Q: 3 clusters Score -349245.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -349255.312500 Penalty: 2550.268799
	Iteration 18Q: 3 clusters Score -349255.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -349264.875000 Penalty: 2550.268799
	Iteration 19Q: 3 clusters Score -349264.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -349275.343750 Penalty: 2550.268799
	Iteration 20F: 3 clusters Score -349275.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -349285.031250 Penalty: 2550.268799
	Iteration 21Q: 3 clusters Score -349285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -349297.625000 Penalty: 2550.268799
	Iteration 22Q: 3 clusters Score -349297.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -349308.500000 Penalty: 2550.268799
	Iteration 23Q: 3 clusters Score -349308.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -349315.468750 Penalty: 2550.268799
	Iteration 24Q: 3 clusters Score -349315.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -349324.125000 Penalty: 2550.268799
	Iteration 25Q: 3 clusters Score -349324.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -349330.000000 Penalty: 2550.268799
	Iteration 26Q: 3 clusters Score -349330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -349332.656250 Penalty: 2550.268799
	Iteration 27Q: 3 clusters Score -349332.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -349336.906250 Penalty: 2550.268799
	Iteration 28Q: 3 clusters Score -349336.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -349344.906250 Penalty: 2550.268799
	Iteration 29Q: 3 clusters Score -349344.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -349351.093750 Penalty: 2550.268799
	Iteration 30Q: 3 clusters Score -349351.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -349359.218750 Penalty: 2550.268799
	Iteration 31Q: 3 clusters Score -349359.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -349361.687500 Penalty: 2550.268799
	Iteration 32Q: 3 clusters Score -349361.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -349365.500000 Penalty: 2550.268799
	Iteration 33Q: 3 clusters Score -349365.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -349368.031250 Penalty: 2550.268799
	Iteration 34Q: 3 clusters Score -349368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -349370.906250 Penalty: 2550.268799
	Iteration 35Q: 3 clusters Score -349370.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -349375.406250 Penalty: 2550.268799
	Iteration 36Q: 3 clusters Score -349375.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -349377.375000 Penalty: 2550.268799
	Iteration 37Q: 3 clusters Score -349377.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -349378.375000 Penalty: 2550.268799
	Iteration 38Q: 3 clusters Score -349378.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -349383.937500 Penalty: 2550.268799
	Iteration 39Q: 3 clusters Score -349383.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -349388.625000 Penalty: 2550.268799
	Iteration 40F: 3 clusters Score -349388.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -349390.218750 Penalty: 2550.268799
	Iteration 41Q: 3 clusters Score -349390.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -349389.968750 Penalty: 2550.268799
	Iteration 42Q: 3 clusters Score -349390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -349392.000000 Penalty: 2550.268799
	Iteration 43Q: 3 clusters Score -349392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -349393.031250 Penalty: 2550.268799
	Iteration 44Q: 3 clusters Score -349393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -349393.437500 Penalty: 2550.268799
	Iteration 45Q: 3 clusters Score -349393.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -349393.343750 Penalty: 2550.268799
	Iteration 46Q: 3 clusters Score -349393.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -349394.468750 Penalty: 2550.268799
	Iteration 47Q: 3 clusters Score -349394.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -349397.562500 Penalty: 2550.268799
	Iteration 48Q: 3 clusters Score -349397.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -349401.062500 Penalty: 2550.268799
	Iteration 49Q: 3 clusters Score -349401.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -349402.812500 Penalty: 2550.268799
	Iteration 50Q: 3 clusters Score -349402.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -349403.781250 Penalty: 2550.268799
	Iteration 51Q: 3 clusters Score -349403.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -349406.968750 Penalty: 2550.268799
	Iteration 52Q: 3 clusters Score -349407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -349410.000000 Penalty: 2550.268799
	Iteration 53Q: 3 clusters Score -349410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -349412.593750 Penalty: 2550.268799
	Iteration 54Q: 3 clusters Score -349412.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -349412.718750 Penalty: 2550.268799
	Iteration 55Q: 3 clusters Score -349412.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -349412.718750 Penalty: 2550.268799
	Iteration 56F: 3 clusters Score -349412.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (15908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Entering Unmasked Estep 
Score: -2415782.250000 Penalty: 1572.118896
	Iteration 0F: 2 clusters Score -2415782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2404906.500000 Penalty: 3144.237793
	Iteration 0F: 3 clusters Score -2404906 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2408980.500000 Penalty: 3144.237793
	Iteration 1F: 3 clusters Score -2408980 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2409542.750000 Penalty: 3144.237793
	Iteration 2F: 3 clusters Score -2409543 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2410108.250000 Penalty: 3144.237793
	Iteration 3F: 3 clusters Score -2410108 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2410740.500000 Penalty: 3144.237793
	Iteration 4F: 3 clusters Score -2410740 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2411390.250000 Penalty: 3144.237793
	Iteration 5F: 3 clusters Score -2411390 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2411949.250000 Penalty: 3144.237793
	Iteration 6F: 3 clusters Score -2411949 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2412427.000000 Penalty: 3144.237793
	Iteration 7Q: 3 clusters Score -2412427 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2412812.000000 Penalty: 3144.237793
	Iteration 8Q: 3 clusters Score -2412812 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2413121.750000 Penalty: 3144.237793
	Iteration 9Q: 3 clusters Score -2413122 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2413333.500000 Penalty: 3144.237793
	Iteration 10Q: 3 clusters Score -2413334 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2413483.750000 Penalty: 3144.237793
	Iteration 11Q: 3 clusters Score -2413484 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2413620.500000 Penalty: 3144.237793
	Iteration 12Q: 3 clusters Score -2413620 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2413731.500000 Penalty: 3144.237793
	Iteration 13Q: 3 clusters Score -2413732 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2413813.000000 Penalty: 3144.237793
	Iteration 14Q: 3 clusters Score -2413813 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2413904.750000 Penalty: 3144.237793
	Iteration 15Q: 3 clusters Score -2413905 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2413974.250000 Penalty: 3144.237793
	Iteration 16Q: 3 clusters Score -2413974 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2414045.750000 Penalty: 3144.237793
	Iteration 17Q: 3 clusters Score -2414046 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2414091.250000 Penalty: 3144.237793
	Iteration 18Q: 3 clusters Score -2414091 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2414129.750000 Penalty: 3144.237793
	Iteration 19Q: 3 clusters Score -2414130 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2414164.000000 Penalty: 3144.237793
	Iteration 20F: 3 clusters Score -2414164 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2414190.750000 Penalty: 3144.237793
	Iteration 21Q: 3 clusters Score -2414191 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2414214.250000 Penalty: 3144.237793
	Iteration 22Q: 3 clusters Score -2414214 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2414235.250000 Penalty: 3144.237793
	Iteration 23Q: 3 clusters Score -2414235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2414254.250000 Penalty: 3144.237793
	Iteration 24Q: 3 clusters Score -2414254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2414271.500000 Penalty: 3144.237793
	Iteration 25Q: 3 clusters Score -2414272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2414287.250000 Penalty: 3144.237793
	Iteration 26Q: 3 clusters Score -2414287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2414306.250000 Penalty: 3144.237793
	Iteration 27Q: 3 clusters Score -2414306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2414332.000000 Penalty: 3144.237793
	Iteration 28Q: 3 clusters Score -2414332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2414340.750000 Penalty: 3144.237793
	Iteration 29Q: 3 clusters Score -2414341 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2414358.500000 Penalty: 3144.237793
	Iteration 30Q: 3 clusters Score -2414358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2414362.500000 Penalty: 3144.237793
	Iteration 31Q: 3 clusters Score -2414362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2414370.000000 Penalty: 3144.237793
	Iteration 32Q: 3 clusters Score -2414370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2414372.000000 Penalty: 3144.237793
	Iteration 33Q: 3 clusters Score -2414372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2414373.250000 Penalty: 3144.237793
	Iteration 34Q: 3 clusters Score -2414373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2414383.250000 Penalty: 3144.237793
	Iteration 35Q: 3 clusters Score -2414383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2414388.000000 Penalty: 3144.237793
	Iteration 36Q: 3 clusters Score -2414388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2414393.250000 Penalty: 3144.237793
	Iteration 37Q: 3 clusters Score -2414393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2414393.500000 Penalty: 3144.237793
	Iteration 38Q: 3 clusters Score -2414394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2414401.500000 Penalty: 3144.237793
	Iteration 39Q: 3 clusters Score -2414402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2414403.500000 Penalty: 3144.237793
	Iteration 40F: 3 clusters Score -2414404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2414404.500000 Penalty: 3144.237793
	Iteration 41Q: 3 clusters Score -2414404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2414405.250000 Penalty: 3144.237793
	Iteration 42Q: 3 clusters Score -2414405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2414407.000000 Penalty: 3144.237793
	Iteration 43Q: 3 clusters Score -2414407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2414417.500000 Penalty: 3144.237793
	Iteration 44Q: 3 clusters Score -2414418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2414419.250000 Penalty: 3144.237793
	Iteration 45Q: 3 clusters Score -2414419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2414424.750000 Penalty: 3144.237793
	Iteration 46Q: 3 clusters Score -2414425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2414432.500000 Penalty: 3144.237793
	Iteration 47Q: 3 clusters Score -2414432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2414427.000000 Penalty: 3144.237793
	Iteration 48Q: 3 clusters Score -2414427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2414429.250000 Penalty: 3144.237793
	Iteration 49Q: 3 clusters Score -2414429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2414429.750000 Penalty: 3144.237793
	Iteration 50Q: 3 clusters Score -2414430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2414431.500000 Penalty: 3144.237793
	Iteration 51Q: 3 clusters Score -2414432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2414433.500000 Penalty: 3144.237793
	Iteration 52Q: 3 clusters Score -2414434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2414440.000000 Penalty: 3144.237793
	Iteration 53Q: 3 clusters Score -2414440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2414441.750000 Penalty: 3144.237793
	Iteration 54Q: 3 clusters Score -2414442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2414444.000000 Penalty: 3144.237793
	Iteration 55Q: 3 clusters Score -2414444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2414445.500000 Penalty: 3144.237793
	Iteration 56Q: 3 clusters Score -2414446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2414444.750000 Penalty: 3144.237793
	Iteration 57Q: 3 clusters Score -2414445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2414447.500000 Penalty: 3144.237793
	Iteration 58Q: 3 clusters Score -2414448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2414449.750000 Penalty: 3144.237793
	Iteration 59Q: 3 clusters Score -2414450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2414453.000000 Penalty: 3144.237793
	Iteration 60F: 3 clusters Score -2414453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2414452.500000 Penalty: 3144.237793
	Iteration 61Q: 3 clusters Score -2414452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2414454.000000 Penalty: 3144.237793
	Iteration 62Q: 3 clusters Score -2414454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2414452.000000 Penalty: 3144.237793
	Iteration 63Q: 3 clusters Score -2414452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2414454.250000 Penalty: 3144.237793
	Iteration 64Q: 3 clusters Score -2414454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2414448.250000 Penalty: 3144.237793
	Iteration 65Q: 3 clusters Score -2414448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2414450.250000 Penalty: 3144.237793
	Iteration 66Q: 3 clusters Score -2414450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2414448.500000 Penalty: 3144.237793
	Iteration 67Q: 3 clusters Score -2414448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2414450.500000 Penalty: 3144.237793
	Iteration 68Q: 3 clusters Score -2414450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2414449.000000 Penalty: 3144.237793
	Iteration 69Q: 3 clusters Score -2414449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2414448.250000 Penalty: 3144.237793
	Iteration 70Q: 3 clusters Score -2414448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2414454.250000 Penalty: 3144.237793
	Iteration 71Q: 3 clusters Score -2414454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2414456.000000 Penalty: 3144.237793
	Iteration 72Q: 3 clusters Score -2414456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2414456.250000 Penalty: 3144.237793
	Iteration 73Q: 3 clusters Score -2414456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2414461.250000 Penalty: 3144.237793
	Iteration 74Q: 3 clusters Score -2414461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2414464.500000 Penalty: 3144.237793
	Iteration 75Q: 3 clusters Score -2414464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2414467.750000 Penalty: 3144.237793
	Iteration 76Q: 3 clusters Score -2414468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2414466.250000 Penalty: 3144.237793
	Iteration 77Q: 3 clusters Score -2414466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2414465.000000 Penalty: 3144.237793
	Iteration 78Q: 3 clusters Score -2414465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2414464.000000 Penalty: 3144.237793
	Iteration 79Q: 3 clusters Score -2414464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2414466.500000 Penalty: 3144.237793
	Iteration 80F: 3 clusters Score -2414466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -92651.960938 Penalty: 1074.019287
	Iteration 0F: 2 clusters Score -92651.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91388.640625 Penalty: 2148.038574
	Iteration 0F: 3 clusters Score -91388.64 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91598.625000 Penalty: 2148.038574
	Iteration 1F: 3 clusters Score -91598.62 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -91710.437500 Penalty: 2148.038574
	Iteration 2F: 3 clusters Score -91710.44 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91797.562500 Penalty: 2148.038574
	Iteration 3F: 3 clusters Score -91797.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -91879.601562 Penalty: 2148.038574
	Iteration 4Q: 3 clusters Score -91879.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -91968.265625 Penalty: 2148.038574
	Iteration 5Q: 3 clusters Score -91968.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -92068.929688 Penalty: 2148.038574
	Iteration 6Q: 3 clusters Score -92068.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -92121.453125 Penalty: 2148.038574
	Iteration 7Q: 3 clusters Score -92121.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -92145.492188 Penalty: 2148.038574
	Iteration 8Q: 3 clusters Score -92145.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -92153.546875 Penalty: 2148.038574
	Iteration 9Q: 3 clusters Score -92153.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -92161.773438 Penalty: 2148.038574
	Iteration 10Q: 3 clusters Score -92161.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -92167.195312 Penalty: 2148.038574
	Iteration 11Q: 3 clusters Score -92167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -92171.765625 Penalty: 2148.038574
	Iteration 12Q: 3 clusters Score -92171.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -92175.218750 Penalty: 2148.038574
	Iteration 13Q: 3 clusters Score -92175.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -92175.796875 Penalty: 2148.038574
	Iteration 14Q: 3 clusters Score -92175.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -92175.796875 Penalty: 2148.038574
	Iteration 15F: 3 clusters Score -92175.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (21888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Entering Unmasked Estep 
Score: -3342278.250000 Penalty: 1623.975342
	Iteration 0F: 2 clusters Score -3342278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -3328186.500000 Penalty: 3247.950684
	Iteration 0F: 3 clusters Score -3328186 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -3333784.250000 Penalty: 3247.950684
	Iteration 1F: 3 clusters Score -3333784 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3334200.250000 Penalty: 3247.950684
	Iteration 2F: 3 clusters Score -3334200 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -3334574.000000 Penalty: 3247.950684
	Iteration 3Q: 3 clusters Score -3334574 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -3334896.500000 Penalty: 3247.950684
	Iteration 4Q: 3 clusters Score -3334896 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3335266.500000 Penalty: 3247.950684
	Iteration 5Q: 3 clusters Score -3335266 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3335745.500000 Penalty: 3247.950684
	Iteration 6Q: 3 clusters Score -3335746 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3336415.500000 Penalty: 3247.950684
	Iteration 7F: 3 clusters Score -3336416 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -3337304.000000 Penalty: 3247.950684
	Iteration 8F: 3 clusters Score -3337304 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -3338447.000000 Penalty: 3247.950684
	Iteration 9F: 3 clusters Score -3338447 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -3339550.500000 Penalty: 3247.950684
	Iteration 10F: 3 clusters Score -3339550 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3340212.750000 Penalty: 3247.950684
	Iteration 11Q: 3 clusters Score -3340213 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -3340556.000000 Penalty: 3247.950684
	Iteration 12Q: 3 clusters Score -3340556 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -3340764.000000 Penalty: 3247.950684
	Iteration 13Q: 3 clusters Score -3340764 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3340853.500000 Penalty: 3247.950684
	Iteration 14Q: 3 clusters Score -3340854 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -3340890.250000 Penalty: 3247.950684
	Iteration 15Q: 3 clusters Score -3340890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -3340916.250000 Penalty: 3247.950684
	Iteration 16Q: 3 clusters Score -3340916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -3340933.000000 Penalty: 3247.950684
	Iteration 17Q: 3 clusters Score -3340933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -3340942.750000 Penalty: 3247.950684
	Iteration 18Q: 3 clusters Score -3340943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -3340967.500000 Penalty: 3247.950684
	Iteration 19Q: 3 clusters Score -3340968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -3340974.750000 Penalty: 3247.950684
	Iteration 20F: 3 clusters Score -3340975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -3340973.500000 Penalty: 3247.950684
	Iteration 21Q: 3 clusters Score -3340974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -3340974.500000 Penalty: 3247.950684
	Iteration 22Q: 3 clusters Score -3340974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -3340979.000000 Penalty: 3247.950684
	Iteration 23Q: 3 clusters Score -3340979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -3340978.250000 Penalty: 3247.950684
	Iteration 24Q: 3 clusters Score -3340978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -3340978.250000 Penalty: 3247.950684
	Iteration 25F: 3 clusters Score -3340978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (23087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Entering Unmasked Estep 
Score: -3510720.250000 Penalty: 1632.641479
	Iteration 0F: 2 clusters Score -3510720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -3495928.000000 Penalty: 3265.282959
	Iteration 0F: 3 clusters Score -3495928 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3501656.750000 Penalty: 3265.282959
	Iteration 1F: 3 clusters Score -3501657 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -3502240.750000 Penalty: 3265.282959
	Iteration 2F: 3 clusters Score -3502241 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -3502825.250000 Penalty: 3265.282959
	Iteration 3F: 3 clusters Score -3502825 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -3503413.500000 Penalty: 3265.282959
	Iteration 4F: 3 clusters Score -3503414 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -3503979.250000 Penalty: 3265.282959
	Iteration 5F: 3 clusters Score -3503979 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3504506.000000 Penalty: 3265.282959
	Iteration 6Q: 3 clusters Score -3504506 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3504979.000000 Penalty: 3265.282959
	Iteration 7Q: 3 clusters Score -3504979 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3505393.000000 Penalty: 3265.282959
	Iteration 8Q: 3 clusters Score -3505393 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3505744.000000 Penalty: 3265.282959
	Iteration 9Q: 3 clusters Score -3505744 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -3506148.500000 Penalty: 3265.282959
	Iteration 10Q: 3 clusters Score -3506148 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3506525.000000 Penalty: 3265.282959
	Iteration 11Q: 3 clusters Score -3506525 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -3506837.000000 Penalty: 3265.282959
	Iteration 12Q: 3 clusters Score -3506837 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -3507098.500000 Penalty: 3265.282959
	Iteration 13Q: 3 clusters Score -3507098 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -3507303.750000 Penalty: 3265.282959
	Iteration 14Q: 3 clusters Score -3507304 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3507515.500000 Penalty: 3265.282959
	Iteration 15Q: 3 clusters Score -3507516 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3507729.000000 Penalty: 3265.282959
	Iteration 16Q: 3 clusters Score -3507729 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -3507916.500000 Penalty: 3265.282959
	Iteration 17Q: 3 clusters Score -3507916 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -3508074.750000 Penalty: 3265.282959
	Iteration 18Q: 3 clusters Score -3508075 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -3508183.750000 Penalty: 3265.282959
	Iteration 19Q: 3 clusters Score -3508184 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -3508266.750000 Penalty: 3265.282959
	Iteration 20F: 3 clusters Score -3508267 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -3508338.250000 Penalty: 3265.282959
	Iteration 21Q: 3 clusters Score -3508338 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3508354.250000 Penalty: 3265.282959
	Iteration 22Q: 3 clusters Score -3508354 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3508372.750000 Penalty: 3265.282959
	Iteration 23Q: 3 clusters Score -3508373 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -3508393.500000 Penalty: 3265.282959
	Iteration 24Q: 3 clusters Score -3508394 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -3508401.000000 Penalty: 3265.282959
	Iteration 25Q: 3 clusters Score -3508401 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -3508391.000000 Penalty: 3265.282959
	Iteration 26Q: 3 clusters Score -3508391 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -3508406.750000 Penalty: 3265.282959
	Iteration 27Q: 3 clusters Score -3508407 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3508420.750000 Penalty: 3265.282959
	Iteration 28Q: 3 clusters Score -3508421 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3508414.000000 Penalty: 3265.282959
	Iteration 29Q: 3 clusters Score -3508414 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -3508424.250000 Penalty: 3265.282959
	Iteration 30Q: 3 clusters Score -3508424 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -3508433.250000 Penalty: 3265.282959
	Iteration 31Q: 3 clusters Score -3508433 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3508446.500000 Penalty: 3265.282959
	Iteration 32Q: 3 clusters Score -3508446 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -3508456.750000 Penalty: 3265.282959
	Iteration 33Q: 3 clusters Score -3508457 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -3508451.250000 Penalty: 3265.282959
	Iteration 34Q: 3 clusters Score -3508451 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3508474.000000 Penalty: 3265.282959
	Iteration 35Q: 3 clusters Score -3508474 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -3508474.000000 Penalty: 3265.282959
	Iteration 36Q: 3 clusters Score -3508474 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -3508471.000000 Penalty: 3265.282959
	Iteration 37Q: 3 clusters Score -3508471 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3508466.500000 Penalty: 3265.282959
	Iteration 38Q: 3 clusters Score -3508466 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -3508463.000000 Penalty: 3265.282959
	Iteration 39Q: 3 clusters Score -3508463 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -3508458.500000 Penalty: 3265.282959
	Iteration 40F: 3 clusters Score -3508458 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3508463.750000 Penalty: 3265.282959
	Iteration 41Q: 3 clusters Score -3508464 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -3508462.500000 Penalty: 3265.282959
	Iteration 42Q: 3 clusters Score -3508462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3508476.750000 Penalty: 3265.282959
	Iteration 43Q: 3 clusters Score -3508477 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -3508466.250000 Penalty: 3265.282959
	Iteration 44Q: 3 clusters Score -3508466 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -3508465.000000 Penalty: 3265.282959
	Iteration 45Q: 3 clusters Score -3508465 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -3508459.750000 Penalty: 3265.282959
	Iteration 46Q: 3 clusters Score -3508460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3508454.500000 Penalty: 3265.282959
	Iteration 47Q: 3 clusters Score -3508454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -3508467.500000 Penalty: 3265.282959
	Iteration 48Q: 3 clusters Score -3508468 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3508464.500000 Penalty: 3265.282959
	Iteration 49Q: 3 clusters Score -3508464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -3508463.500000 Penalty: 3265.282959
	Iteration 50Q: 3 clusters Score -3508464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3508461.250000 Penalty: 3265.282959
	Iteration 51Q: 3 clusters Score -3508461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -3508460.000000 Penalty: 3265.282959
	Iteration 52Q: 3 clusters Score -3508460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -3508461.000000 Penalty: 3265.282959
	Iteration 53Q: 3 clusters Score -3508461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3508468.750000 Penalty: 3265.282959
	Iteration 54Q: 3 clusters Score -3508469 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -3508466.500000 Penalty: 3265.282959
	Iteration 55Q: 3 clusters Score -3508466 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -3508464.000000 Penalty: 3265.282959
	Iteration 56Q: 3 clusters Score -3508464 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -3508463.750000 Penalty: 3265.282959
	Iteration 57Q: 3 clusters Score -3508464 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -3508461.250000 Penalty: 3265.282959
	Iteration 58Q: 3 clusters Score -3508461 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -3508469.250000 Penalty: 3265.282959
	Iteration 59Q: 3 clusters Score -3508469 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3508465.500000 Penalty: 3265.282959
	Iteration 60F: 3 clusters Score -3508466 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -3508481.500000 Penalty: 3265.282959
	Iteration 61Q: 3 clusters Score -3508482 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -3508496.750000 Penalty: 3265.282959
	Iteration 62Q: 3 clusters Score -3508497 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -3508494.000000 Penalty: 3265.282959
	Iteration 63Q: 3 clusters Score -3508494 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -3508503.000000 Penalty: 3265.282959
	Iteration 64Q: 3 clusters Score -3508503 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -3508511.000000 Penalty: 3265.282959
	Iteration 65Q: 3 clusters Score -3508511 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -3508512.750000 Penalty: 3265.282959
	Iteration 66Q: 3 clusters Score -3508513 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -3508512.000000 Penalty: 3265.282959
	Iteration 67Q: 3 clusters Score -3508512 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -3508537.750000 Penalty: 3265.282959
	Iteration 68Q: 3 clusters Score -3508538 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -3508530.000000 Penalty: 3265.282959
	Iteration 69Q: 3 clusters Score -3508530 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3508529.250000 Penalty: 3265.282959
	Iteration 70Q: 3 clusters Score -3508529 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3508536.250000 Penalty: 3265.282959
	Iteration 71Q: 3 clusters Score -3508536 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -3508543.000000 Penalty: 3265.282959
	Iteration 72Q: 3 clusters Score -3508543 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -3508552.000000 Penalty: 3265.282959
	Iteration 73Q: 3 clusters Score -3508552 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -3508562.250000 Penalty: 3265.282959
	Iteration 74Q: 3 clusters Score -3508562 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -3508578.250000 Penalty: 3265.282959
	Iteration 75Q: 3 clusters Score -3508578 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -3508595.250000 Penalty: 3265.282959
	Iteration 76Q: 3 clusters Score -3508595 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -3508593.750000 Penalty: 3265.282959
	Iteration 77Q: 3 clusters Score -3508594 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3508609.500000 Penalty: 3265.282959
	Iteration 78Q: 3 clusters Score -3508610 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -3508625.500000 Penalty: 3265.282959
	Iteration 79Q: 3 clusters Score -3508626 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -3508636.500000 Penalty: 3265.282959
	Iteration 80F: 3 clusters Score -3508636 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3508654.000000 Penalty: 3265.282959
	Iteration 81Q: 3 clusters Score -3508654 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -3508658.500000 Penalty: 3265.282959
	Iteration 82Q: 3 clusters Score -3508658 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -3508676.000000 Penalty: 3265.282959
	Iteration 83Q: 3 clusters Score -3508676 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3508695.500000 Penalty: 3265.282959
	Iteration 84Q: 3 clusters Score -3508696 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -3508696.750000 Penalty: 3265.282959
	Iteration 85Q: 3 clusters Score -3508697 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3508708.000000 Penalty: 3265.282959
	Iteration 86Q: 3 clusters Score -3508708 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -3508722.250000 Penalty: 3265.282959
	Iteration 87Q: 3 clusters Score -3508722 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -3508710.500000 Penalty: 3265.282959
	Iteration 88Q: 3 clusters Score -3508710 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -3508741.000000 Penalty: 3265.282959
	Iteration 89Q: 3 clusters Score -3508741 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -3508741.500000 Penalty: 3265.282959
	Iteration 90Q: 3 clusters Score -3508742 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3508746.250000 Penalty: 3265.282959
	Iteration 91Q: 3 clusters Score -3508746 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3508760.250000 Penalty: 3265.282959
	Iteration 92Q: 3 clusters Score -3508760 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -3508788.250000 Penalty: 3265.282959
	Iteration 93Q: 3 clusters Score -3508788 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3508808.500000 Penalty: 3265.282959
	Iteration 94Q: 3 clusters Score -3508808 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3508808.000000 Penalty: 3265.282959
	Iteration 95Q: 3 clusters Score -3508808 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -3508829.000000 Penalty: 3265.282959
	Iteration 96Q: 3 clusters Score -3508829 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3508838.250000 Penalty: 3265.282959
	Iteration 97Q: 3 clusters Score -3508838 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3508836.500000 Penalty: 3265.282959
	Iteration 98Q: 3 clusters Score -3508836 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3508856.250000 Penalty: 3265.282959
	Iteration 99Q: 3 clusters Score -3508856 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -3508876.250000 Penalty: 3265.282959
	Iteration 100F: 3 clusters Score -3508876 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3508890.500000 Penalty: 3265.282959
	Iteration 101Q: 3 clusters Score -3508890 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3508921.000000 Penalty: 3265.282959
	Iteration 102Q: 3 clusters Score -3508921 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3508957.250000 Penalty: 3265.282959
	Iteration 103Q: 3 clusters Score -3508957 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3508977.750000 Penalty: 3265.282959
	Iteration 104Q: 3 clusters Score -3508978 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3509004.000000 Penalty: 3265.282959
	Iteration 105Q: 3 clusters Score -3509004 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3509037.000000 Penalty: 3265.282959
	Iteration 106Q: 3 clusters Score -3509037 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3509069.250000 Penalty: 3265.282959
	Iteration 107Q: 3 clusters Score -3509069 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3509101.250000 Penalty: 3265.282959
	Iteration 108Q: 3 clusters Score -3509101 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3509110.750000 Penalty: 3265.282959
	Iteration 109Q: 3 clusters Score -3509111 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3509141.750000 Penalty: 3265.282959
	Iteration 110Q: 3 clusters Score -3509142 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3509154.000000 Penalty: 3265.282959
	Iteration 111Q: 3 clusters Score -3509154 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3509180.750000 Penalty: 3265.282959
	Iteration 112Q: 3 clusters Score -3509181 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3509207.500000 Penalty: 3265.282959
	Iteration 113Q: 3 clusters Score -3509208 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3509239.000000 Penalty: 3265.282959
	Iteration 114Q: 3 clusters Score -3509239 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3509261.250000 Penalty: 3265.282959
	Iteration 115Q: 3 clusters Score -3509261 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3509265.000000 Penalty: 3265.282959
	Iteration 116Q: 3 clusters Score -3509265 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3509270.500000 Penalty: 3265.282959
	Iteration 117Q: 3 clusters Score -3509270 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3509294.250000 Penalty: 3265.282959
	Iteration 118Q: 3 clusters Score -3509294 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3509307.500000 Penalty: 3265.282959
	Iteration 119Q: 3 clusters Score -3509308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3509312.750000 Penalty: 3265.282959
	Iteration 120F: 3 clusters Score -3509313 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3509322.250000 Penalty: 3265.282959
	Iteration 121Q: 3 clusters Score -3509322 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3509333.500000 Penalty: 3265.282959
	Iteration 122Q: 3 clusters Score -3509334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3509358.000000 Penalty: 3265.282959
	Iteration 123Q: 3 clusters Score -3509358 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3509358.500000 Penalty: 3265.282959
	Iteration 124Q: 3 clusters Score -3509358 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3509378.250000 Penalty: 3265.282959
	Iteration 125Q: 3 clusters Score -3509378 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3509392.000000 Penalty: 3265.282959
	Iteration 126Q: 3 clusters Score -3509392 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3509404.750000 Penalty: 3265.282959
	Iteration 127Q: 3 clusters Score -3509405 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3509409.500000 Penalty: 3265.282959
	Iteration 128Q: 3 clusters Score -3509410 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3509412.000000 Penalty: 3265.282959
	Iteration 129Q: 3 clusters Score -3509412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3509424.250000 Penalty: 3265.282959
	Iteration 130Q: 3 clusters Score -3509424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3509453.000000 Penalty: 3265.282959
	Iteration 131Q: 3 clusters Score -3509453 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3509485.250000 Penalty: 3265.282959
	Iteration 132Q: 3 clusters Score -3509485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3509489.500000 Penalty: 3265.282959
	Iteration 133Q: 3 clusters Score -3509490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3509494.750000 Penalty: 3265.282959
	Iteration 134Q: 3 clusters Score -3509495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3509497.750000 Penalty: 3265.282959
	Iteration 135Q: 3 clusters Score -3509498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3509499.500000 Penalty: 3265.282959
	Iteration 136Q: 3 clusters Score -3509500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3509497.750000 Penalty: 3265.282959
	Iteration 137Q: 3 clusters Score -3509498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3509508.000000 Penalty: 3265.282959
	Iteration 138Q: 3 clusters Score -3509508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3509506.750000 Penalty: 3265.282959
	Iteration 139Q: 3 clusters Score -3509507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3509506.500000 Penalty: 3265.282959
	Iteration 140F: 3 clusters Score -3509506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3509517.000000 Penalty: 3265.282959
	Iteration 141Q: 3 clusters Score -3509517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3509519.500000 Penalty: 3265.282959
	Iteration 142Q: 3 clusters Score -3509520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3509517.750000 Penalty: 3265.282959
	Iteration 143Q: 3 clusters Score -3509518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3509516.000000 Penalty: 3265.282959
	Iteration 144Q: 3 clusters Score -3509516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3509521.000000 Penalty: 3265.282959
	Iteration 145Q: 3 clusters Score -3509521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3509521.500000 Penalty: 3265.282959
	Iteration 146Q: 3 clusters Score -3509522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3509519.000000 Penalty: 3265.282959
	Iteration 147Q: 3 clusters Score -3509519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3509517.750000 Penalty: 3265.282959
	Iteration 148Q: 3 clusters Score -3509518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3509517.000000 Penalty: 3265.282959
	Iteration 149Q: 3 clusters Score -3509517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3509517.000000 Penalty: 3265.282959
	Iteration 150F: 3 clusters Score -3509517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (2024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Entering Unmasked Estep 
Score: -267937.125000 Penalty: 1237.085083
	Iteration 0F: 2 clusters Score -267937.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -265828.062500 Penalty: 2474.170166
	Iteration 0F: 3 clusters Score -265828.1 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -266356.937500 Penalty: 2474.170166
	Iteration 1F: 3 clusters Score -266356.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -266500.812500 Penalty: 2474.170166
	Iteration 2F: 3 clusters Score -266500.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -266588.312500 Penalty: 2474.170166
	Iteration 3F: 3 clusters Score -266588.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -266646.687500 Penalty: 2474.170166
	Iteration 4Q: 3 clusters Score -266646.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -266683.625000 Penalty: 2474.170166
	Iteration 5Q: 3 clusters Score -266683.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -266718.593750 Penalty: 2474.170166
	Iteration 6Q: 3 clusters Score -266718.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -266753.250000 Penalty: 2474.170166
	Iteration 7Q: 3 clusters Score -266753.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -266783.062500 Penalty: 2474.170166
	Iteration 8Q: 3 clusters Score -266783.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -266802.718750 Penalty: 2474.170166
	Iteration 9Q: 3 clusters Score -266802.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -266824.812500 Penalty: 2474.170166
	Iteration 10Q: 3 clusters Score -266824.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -266843.562500 Penalty: 2474.170166
	Iteration 11Q: 3 clusters Score -266843.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -266862.750000 Penalty: 2474.170166
	Iteration 12Q: 3 clusters Score -266862.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -266880.562500 Penalty: 2474.170166
	Iteration 13Q: 3 clusters Score -266880.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -266899.218750 Penalty: 2474.170166
	Iteration 14Q: 3 clusters Score -266899.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -266908.906250 Penalty: 2474.170166
	Iteration 15Q: 3 clusters Score -266908.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -266919.593750 Penalty: 2474.170166
	Iteration 16Q: 3 clusters Score -266919.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -266928.625000 Penalty: 2474.170166
	Iteration 17Q: 3 clusters Score -266928.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -266935.187500 Penalty: 2474.170166
	Iteration 18Q: 3 clusters Score -266935.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -266938.875000 Penalty: 2474.170166
	Iteration 19Q: 3 clusters Score -266938.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -266941.000000 Penalty: 2474.170166
	Iteration 20F: 3 clusters Score -266941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -266943.562500 Penalty: 2474.170166
	Iteration 21Q: 3 clusters Score -266943.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -266945.687500 Penalty: 2474.170166
	Iteration 22Q: 3 clusters Score -266945.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -266947.968750 Penalty: 2474.170166
	Iteration 23Q: 3 clusters Score -266948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -266952.250000 Penalty: 2474.170166
	Iteration 24Q: 3 clusters Score -266952.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -266956.125000 Penalty: 2474.170166
	Iteration 25Q: 3 clusters Score -266956.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -266960.750000 Penalty: 2474.170166
	Iteration 26Q: 3 clusters Score -266960.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -266963.562500 Penalty: 2474.170166
	Iteration 27Q: 3 clusters Score -266963.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -266965.781250 Penalty: 2474.170166
	Iteration 28Q: 3 clusters Score -266965.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -266966.062500 Penalty: 2474.170166
	Iteration 29Q: 3 clusters Score -266966.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -266967.343750 Penalty: 2474.170166
	Iteration 30Q: 3 clusters Score -266967.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -266967.343750 Penalty: 2474.170166
	Iteration 31F: 3 clusters Score -266967.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Entering Unmasked Estep 
Score: -428643.875000 Penalty: 1311.420654
	Iteration 0F: 2 clusters Score -428643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -425797.500000 Penalty: 2622.841309
	Iteration 0F: 3 clusters Score -425797.5 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -426532.750000 Penalty: 2622.841309
	Iteration 1F: 3 clusters Score -426532.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -426659.656250 Penalty: 2622.841309
	Iteration 2F: 3 clusters Score -426659.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -426733.250000 Penalty: 2622.841309
	Iteration 3Q: 3 clusters Score -426733.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -426792.843750 Penalty: 2622.841309
	Iteration 4Q: 3 clusters Score -426792.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -426842.625000 Penalty: 2622.841309
	Iteration 5Q: 3 clusters Score -426842.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -426878.593750 Penalty: 2622.841309
	Iteration 6Q: 3 clusters Score -426878.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -426908.156250 Penalty: 2622.841309
	Iteration 7Q: 3 clusters Score -426908.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -426930.843750 Penalty: 2622.841309
	Iteration 8Q: 3 clusters Score -426930.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -426963.375000 Penalty: 2622.841309
	Iteration 9Q: 3 clusters Score -426963.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -426993.593750 Penalty: 2622.841309
	Iteration 10Q: 3 clusters Score -426993.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -427020.250000 Penalty: 2622.841309
	Iteration 11Q: 3 clusters Score -427020.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -427038.062500 Penalty: 2622.841309
	Iteration 12Q: 3 clusters Score -427038.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -427061.625000 Penalty: 2622.841309
	Iteration 13Q: 3 clusters Score -427061.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -427079.468750 Penalty: 2622.841309
	Iteration 14Q: 3 clusters Score -427079.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -427091.875000 Penalty: 2622.841309
	Iteration 15Q: 3 clusters Score -427091.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -427101.562500 Penalty: 2622.841309
	Iteration 16Q: 3 clusters Score -427101.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -427108.562500 Penalty: 2622.841309
	Iteration 17Q: 3 clusters Score -427108.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -427116.718750 Penalty: 2622.841309
	Iteration 18Q: 3 clusters Score -427116.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -427124.218750 Penalty: 2622.841309
	Iteration 19Q: 3 clusters Score -427124.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -427129.937500 Penalty: 2622.841309
	Iteration 20F: 3 clusters Score -427129.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -427132.687500 Penalty: 2622.841309
	Iteration 21Q: 3 clusters Score -427132.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -427136.843750 Penalty: 2622.841309
	Iteration 22Q: 3 clusters Score -427136.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -427144.687500 Penalty: 2622.841309
	Iteration 23Q: 3 clusters Score -427144.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -427147.906250 Penalty: 2622.841309
	Iteration 24Q: 3 clusters Score -427147.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -427154.781250 Penalty: 2622.841309
	Iteration 25Q: 3 clusters Score -427154.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -427160.843750 Penalty: 2622.841309
	Iteration 26Q: 3 clusters Score -427160.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -427168.687500 Penalty: 2622.841309
	Iteration 27Q: 3 clusters Score -427168.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -427176.000000 Penalty: 2622.841309
	Iteration 28Q: 3 clusters Score -427176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -427180.593750 Penalty: 2622.841309
	Iteration 29Q: 3 clusters Score -427180.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -427183.156250 Penalty: 2622.841309
	Iteration 30Q: 3 clusters Score -427183.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -427185.875000 Penalty: 2622.841309
	Iteration 31Q: 3 clusters Score -427185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -427189.031250 Penalty: 2622.841309
	Iteration 32Q: 3 clusters Score -427189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -427193.281250 Penalty: 2622.841309
	Iteration 33Q: 3 clusters Score -427193.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -427198.375000 Penalty: 2622.841309
	Iteration 34Q: 3 clusters Score -427198.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -427207.843750 Penalty: 2622.841309
	Iteration 35Q: 3 clusters Score -427207.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -427215.593750 Penalty: 2622.841309
	Iteration 36Q: 3 clusters Score -427215.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -427220.343750 Penalty: 2622.841309
	Iteration 37Q: 3 clusters Score -427220.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -427222.500000 Penalty: 2622.841309
	Iteration 38Q: 3 clusters Score -427222.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -427225.906250 Penalty: 2622.841309
	Iteration 39Q: 3 clusters Score -427225.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -427226.843750 Penalty: 2622.841309
	Iteration 40F: 3 clusters Score -427226.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -427227.218750 Penalty: 2622.841309
	Iteration 41Q: 3 clusters Score -427227.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -427228.125000 Penalty: 2622.841309
	Iteration 42Q: 3 clusters Score -427228.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -427229.437500 Penalty: 2622.841309
	Iteration 43Q: 3 clusters Score -427229.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -427230.750000 Penalty: 2622.841309
	Iteration 44Q: 3 clusters Score -427230.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -427232.218750 Penalty: 2622.841309
	Iteration 45Q: 3 clusters Score -427232.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -427234.406250 Penalty: 2622.841309
	Iteration 46Q: 3 clusters Score -427234.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -427235.625000 Penalty: 2622.841309
	Iteration 47Q: 3 clusters Score -427235.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -427238.187500 Penalty: 2622.841309
	Iteration 48Q: 3 clusters Score -427238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -427239.281250 Penalty: 2622.841309
	Iteration 49Q: 3 clusters Score -427239.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -427240.406250 Penalty: 2622.841309
	Iteration 50Q: 3 clusters Score -427240.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -427241.312500 Penalty: 2622.841309
	Iteration 51Q: 3 clusters Score -427241.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -427241.125000 Penalty: 2622.841309
	Iteration 52Q: 3 clusters Score -427241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -427243.062500 Penalty: 2622.841309
	Iteration 53Q: 3 clusters Score -427243.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -427244.062500 Penalty: 2622.841309
	Iteration 54Q: 3 clusters Score -427244.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -427244.062500 Penalty: 2622.841309
	Iteration 55F: 3 clusters Score -427244.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Entering Unmasked Estep 
Score: -373030.937500 Penalty: 1293.382324
	Iteration 0F: 2 clusters Score -373030.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -370385.500000 Penalty: 2586.764648
	Iteration 0F: 3 clusters Score -370385.5 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -371068.468750 Penalty: 2586.764648
	Iteration 1F: 3 clusters Score -371068.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -371217.468750 Penalty: 2586.764648
	Iteration 2F: 3 clusters Score -371217.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -371300.187500 Penalty: 2586.764648
	Iteration 3Q: 3 clusters Score -371300.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -371364.531250 Penalty: 2586.764648
	Iteration 4Q: 3 clusters Score -371364.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -371408.125000 Penalty: 2586.764648
	Iteration 5Q: 3 clusters Score -371408.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -371440.000000 Penalty: 2586.764648
	Iteration 6Q: 3 clusters Score -371440 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -371474.000000 Penalty: 2586.764648
	Iteration 7Q: 3 clusters Score -371474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -371507.406250 Penalty: 2586.764648
	Iteration 8Q: 3 clusters Score -371507.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -371536.625000 Penalty: 2586.764648
	Iteration 9Q: 3 clusters Score -371536.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -371555.781250 Penalty: 2586.764648
	Iteration 10Q: 3 clusters Score -371555.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -371573.718750 Penalty: 2586.764648
	Iteration 11Q: 3 clusters Score -371573.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -371587.156250 Penalty: 2586.764648
	Iteration 12Q: 3 clusters Score -371587.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -371597.312500 Penalty: 2586.764648
	Iteration 13Q: 3 clusters Score -371597.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -371605.250000 Penalty: 2586.764648
	Iteration 14Q: 3 clusters Score -371605.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -371613.250000 Penalty: 2586.764648
	Iteration 15Q: 3 clusters Score -371613.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -371619.062500 Penalty: 2586.764648
	Iteration 16Q: 3 clusters Score -371619.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -371629.187500 Penalty: 2586.764648
	Iteration 17Q: 3 clusters Score -371629.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -371634.812500 Penalty: 2586.764648
	Iteration 18Q: 3 clusters Score -371634.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -371639.750000 Penalty: 2586.764648
	Iteration 19Q: 3 clusters Score -371639.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -371648.250000 Penalty: 2586.764648
	Iteration 20F: 3 clusters Score -371648.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -371660.843750 Penalty: 2586.764648
	Iteration 21Q: 3 clusters Score -371660.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -371672.062500 Penalty: 2586.764648
	Iteration 22Q: 3 clusters Score -371672.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -371687.281250 Penalty: 2586.764648
	Iteration 23Q: 3 clusters Score -371687.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -371702.406250 Penalty: 2586.764648
	Iteration 24Q: 3 clusters Score -371702.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -371721.656250 Penalty: 2586.764648
	Iteration 25Q: 3 clusters Score -371721.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -371741.593750 Penalty: 2586.764648
	Iteration 26Q: 3 clusters Score -371741.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -371760.625000 Penalty: 2586.764648
	Iteration 27Q: 3 clusters Score -371760.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -371770.937500 Penalty: 2586.764648
	Iteration 28Q: 3 clusters Score -371770.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -371777.281250 Penalty: 2586.764648
	Iteration 29Q: 3 clusters Score -371777.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -371793.125000 Penalty: 2586.764648
	Iteration 30Q: 3 clusters Score -371793.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -371805.812500 Penalty: 2586.764648
	Iteration 31Q: 3 clusters Score -371805.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -371818.312500 Penalty: 2586.764648
	Iteration 32Q: 3 clusters Score -371818.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -371826.781250 Penalty: 2586.764648
	Iteration 33Q: 3 clusters Score -371826.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -371834.062500 Penalty: 2586.764648
	Iteration 34Q: 3 clusters Score -371834.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -371837.062500 Penalty: 2586.764648
	Iteration 35Q: 3 clusters Score -371837.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -371843.281250 Penalty: 2586.764648
	Iteration 36Q: 3 clusters Score -371843.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -371849.937500 Penalty: 2586.764648
	Iteration 37Q: 3 clusters Score -371849.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -371855.875000 Penalty: 2586.764648
	Iteration 38Q: 3 clusters Score -371855.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -371860.875000 Penalty: 2586.764648
	Iteration 39Q: 3 clusters Score -371860.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -371864.156250 Penalty: 2586.764648
	Iteration 40F: 3 clusters Score -371864.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -371866.906250 Penalty: 2586.764648
	Iteration 41Q: 3 clusters Score -371866.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -371870.656250 Penalty: 2586.764648
	Iteration 42Q: 3 clusters Score -371870.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -371871.562500 Penalty: 2586.764648
	Iteration 43Q: 3 clusters Score -371871.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -371871.625000 Penalty: 2586.764648
	Iteration 44Q: 3 clusters Score -371871.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -371873.593750 Penalty: 2586.764648
	Iteration 45Q: 3 clusters Score -371873.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -371873.593750 Penalty: 2586.764648
	Iteration 46F: 3 clusters Score -371873.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (6988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Entering Unmasked Estep 
Score: -1058456.875000 Penalty: 1438.441772
	Iteration 0F: 2 clusters Score -1058457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1053274.375000 Penalty: 2876.883545
	Iteration 0F: 3 clusters Score -1053274 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1054903.125000 Penalty: 2876.883545
	Iteration 1F: 3 clusters Score -1054903 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1055120.625000 Penalty: 2876.883545
	Iteration 2F: 3 clusters Score -1055121 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1055274.875000 Penalty: 2876.883545
	Iteration 3F: 3 clusters Score -1055275 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1055369.875000 Penalty: 2876.883545
	Iteration 4Q: 3 clusters Score -1055370 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1055433.875000 Penalty: 2876.883545
	Iteration 5Q: 3 clusters Score -1055434 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1055499.375000 Penalty: 2876.883545
	Iteration 6Q: 3 clusters Score -1055499 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1055562.500000 Penalty: 2876.883545
	Iteration 7Q: 3 clusters Score -1055562 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1055623.125000 Penalty: 2876.883545
	Iteration 8Q: 3 clusters Score -1055623 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1055686.000000 Penalty: 2876.883545
	Iteration 9Q: 3 clusters Score -1055686 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1055747.625000 Penalty: 2876.883545
	Iteration 10Q: 3 clusters Score -1055748 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1055836.375000 Penalty: 2876.883545
	Iteration 11Q: 3 clusters Score -1055836 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1055939.625000 Penalty: 2876.883545
	Iteration 12Q: 3 clusters Score -1055940 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1056059.875000 Penalty: 2876.883545
	Iteration 13Q: 3 clusters Score -1056060 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1056208.125000 Penalty: 2876.883545
	Iteration 14Q: 3 clusters Score -1056208 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1056391.125000 Penalty: 2876.883545
	Iteration 15Q: 3 clusters Score -1056391 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1056575.625000 Penalty: 2876.883545
	Iteration 16Q: 3 clusters Score -1056576 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1056753.250000 Penalty: 2876.883545
	Iteration 17Q: 3 clusters Score -1056753 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1056893.125000 Penalty: 2876.883545
	Iteration 18Q: 3 clusters Score -1056893 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1056997.000000 Penalty: 2876.883545
	Iteration 19Q: 3 clusters Score -1056997 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1057062.375000 Penalty: 2876.883545
	Iteration 20F: 3 clusters Score -1057062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1057106.500000 Penalty: 2876.883545
	Iteration 21Q: 3 clusters Score -1057106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1057138.250000 Penalty: 2876.883545
	Iteration 22Q: 3 clusters Score -1057138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1057153.750000 Penalty: 2876.883545
	Iteration 23Q: 3 clusters Score -1057154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1057169.875000 Penalty: 2876.883545
	Iteration 24Q: 3 clusters Score -1057170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1057180.500000 Penalty: 2876.883545
	Iteration 25Q: 3 clusters Score -1057180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1057191.000000 Penalty: 2876.883545
	Iteration 26Q: 3 clusters Score -1057191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1057197.625000 Penalty: 2876.883545
	Iteration 27Q: 3 clusters Score -1057198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1057204.500000 Penalty: 2876.883545
	Iteration 28Q: 3 clusters Score -1057204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1057209.125000 Penalty: 2876.883545
	Iteration 29Q: 3 clusters Score -1057209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1057216.625000 Penalty: 2876.883545
	Iteration 30Q: 3 clusters Score -1057217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1057221.875000 Penalty: 2876.883545
	Iteration 31Q: 3 clusters Score -1057222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1057225.500000 Penalty: 2876.883545
	Iteration 32Q: 3 clusters Score -1057226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1057231.375000 Penalty: 2876.883545
	Iteration 33Q: 3 clusters Score -1057231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1057239.125000 Penalty: 2876.883545
	Iteration 34Q: 3 clusters Score -1057239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1057242.375000 Penalty: 2876.883545
	Iteration 35Q: 3 clusters Score -1057242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1057245.500000 Penalty: 2876.883545
	Iteration 36Q: 3 clusters Score -1057246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1057245.500000 Penalty: 2876.883545
	Iteration 37F: 3 clusters Score -1057246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (9985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Entering Unmasked Estep 
Score: -1476331.125000 Penalty: 1496.436401
	Iteration 0F: 2 clusters Score -1476331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1469210.375000 Penalty: 2992.872803
	Iteration 0F: 3 clusters Score -1469210 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1471494.875000 Penalty: 2992.872803
	Iteration 1F: 3 clusters Score -1471495 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1471737.375000 Penalty: 2992.872803
	Iteration 2F: 3 clusters Score -1471737 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1471937.875000 Penalty: 2992.872803
	Iteration 3F: 3 clusters Score -1471938 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1472081.250000 Penalty: 2992.872803
	Iteration 4Q: 3 clusters Score -1472081 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1472193.375000 Penalty: 2992.872803
	Iteration 5Q: 3 clusters Score -1472193 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1472279.375000 Penalty: 2992.872803
	Iteration 6Q: 3 clusters Score -1472279 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1472349.000000 Penalty: 2992.872803
	Iteration 7Q: 3 clusters Score -1472349 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1472410.750000 Penalty: 2992.872803
	Iteration 8Q: 3 clusters Score -1472411 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1472467.250000 Penalty: 2992.872803
	Iteration 9Q: 3 clusters Score -1472467 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1472510.125000 Penalty: 2992.872803
	Iteration 10Q: 3 clusters Score -1472510 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1472565.500000 Penalty: 2992.872803
	Iteration 11Q: 3 clusters Score -1472566 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1472628.875000 Penalty: 2992.872803
	Iteration 12Q: 3 clusters Score -1472629 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1472684.875000 Penalty: 2992.872803
	Iteration 13Q: 3 clusters Score -1472685 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1472743.625000 Penalty: 2992.872803
	Iteration 14Q: 3 clusters Score -1472744 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1472810.625000 Penalty: 2992.872803
	Iteration 15Q: 3 clusters Score -1472811 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1472883.875000 Penalty: 2992.872803
	Iteration 16Q: 3 clusters Score -1472884 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1472985.000000 Penalty: 2992.872803
	Iteration 17Q: 3 clusters Score -1472985 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1473097.125000 Penalty: 2992.872803
	Iteration 18Q: 3 clusters Score -1473097 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1473224.250000 Penalty: 2992.872803
	Iteration 19Q: 3 clusters Score -1473224 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1473371.750000 Penalty: 2992.872803
	Iteration 20F: 3 clusters Score -1473372 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1473537.000000 Penalty: 2992.872803
	Iteration 21Q: 3 clusters Score -1473537 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1473723.750000 Penalty: 2992.872803
	Iteration 22Q: 3 clusters Score -1473724 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1473925.125000 Penalty: 2992.872803
	Iteration 23Q: 3 clusters Score -1473925 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1474123.375000 Penalty: 2992.872803
	Iteration 24Q: 3 clusters Score -1474123 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1474307.250000 Penalty: 2992.872803
	Iteration 25Q: 3 clusters Score -1474307 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1474467.750000 Penalty: 2992.872803
	Iteration 26Q: 3 clusters Score -1474468 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1474600.000000 Penalty: 2992.872803
	Iteration 27Q: 3 clusters Score -1474600 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1474727.125000 Penalty: 2992.872803
	Iteration 28Q: 3 clusters Score -1474727 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1474826.500000 Penalty: 2992.872803
	Iteration 29Q: 3 clusters Score -1474826 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1474903.000000 Penalty: 2992.872803
	Iteration 30Q: 3 clusters Score -1474903 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1474946.125000 Penalty: 2992.872803
	Iteration 31Q: 3 clusters Score -1474946 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1474987.375000 Penalty: 2992.872803
	Iteration 32Q: 3 clusters Score -1474987 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1475016.000000 Penalty: 2992.872803
	Iteration 33Q: 3 clusters Score -1475016 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1475032.125000 Penalty: 2992.872803
	Iteration 34Q: 3 clusters Score -1475032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1475044.875000 Penalty: 2992.872803
	Iteration 35Q: 3 clusters Score -1475045 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1475058.500000 Penalty: 2992.872803
	Iteration 36Q: 3 clusters Score -1475058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1475065.500000 Penalty: 2992.872803
	Iteration 37Q: 3 clusters Score -1475066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1475069.750000 Penalty: 2992.872803
	Iteration 38Q: 3 clusters Score -1475070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1475070.500000 Penalty: 2992.872803
	Iteration 39Q: 3 clusters Score -1475070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1475075.375000 Penalty: 2992.872803
	Iteration 40F: 3 clusters Score -1475075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1475078.500000 Penalty: 2992.872803
	Iteration 41Q: 3 clusters Score -1475078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1475080.875000 Penalty: 2992.872803
	Iteration 42Q: 3 clusters Score -1475081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1475084.000000 Penalty: 2992.872803
	Iteration 43Q: 3 clusters Score -1475084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1475084.750000 Penalty: 2992.872803
	Iteration 44Q: 3 clusters Score -1475085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1475088.375000 Penalty: 2992.872803
	Iteration 45Q: 3 clusters Score -1475088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1475089.750000 Penalty: 2992.872803
	Iteration 46Q: 3 clusters Score -1475090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1475087.250000 Penalty: 2992.872803
	Iteration 47Q: 3 clusters Score -1475087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1475085.875000 Penalty: 2992.872803
	Iteration 48Q: 3 clusters Score -1475086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1475087.625000 Penalty: 2992.872803
	Iteration 49Q: 3 clusters Score -1475088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1475092.750000 Penalty: 2992.872803
	Iteration 50Q: 3 clusters Score -1475093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1475092.250000 Penalty: 2992.872803
	Iteration 51Q: 3 clusters Score -1475092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1475092.000000 Penalty: 2992.872803
	Iteration 52Q: 3 clusters Score -1475092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1475091.625000 Penalty: 2992.872803
	Iteration 53Q: 3 clusters Score -1475092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1475093.125000 Penalty: 2992.872803
	Iteration 54Q: 3 clusters Score -1475093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1475097.375000 Penalty: 2992.872803
	Iteration 55Q: 3 clusters Score -1475097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1475096.625000 Penalty: 2992.872803
	Iteration 56Q: 3 clusters Score -1475097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1475097.375000 Penalty: 2992.872803
	Iteration 57Q: 3 clusters Score -1475097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1475098.000000 Penalty: 2992.872803
	Iteration 58Q: 3 clusters Score -1475098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1475099.250000 Penalty: 2992.872803
	Iteration 59Q: 3 clusters Score -1475099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1475097.875000 Penalty: 2992.872803
	Iteration 60F: 3 clusters Score -1475098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1475097.250000 Penalty: 2992.872803
	Iteration 61Q: 3 clusters Score -1475097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1475101.125000 Penalty: 2992.872803
	Iteration 62Q: 3 clusters Score -1475101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1475104.625000 Penalty: 2992.872803
	Iteration 63Q: 3 clusters Score -1475105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1475101.750000 Penalty: 2992.872803
	Iteration 64Q: 3 clusters Score -1475102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1475102.625000 Penalty: 2992.872803
	Iteration 65Q: 3 clusters Score -1475103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1475106.875000 Penalty: 2992.872803
	Iteration 66Q: 3 clusters Score -1475107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1475104.750000 Penalty: 2992.872803
	Iteration 67Q: 3 clusters Score -1475105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1475108.250000 Penalty: 2992.872803
	Iteration 68Q: 3 clusters Score -1475108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1475113.000000 Penalty: 2992.872803
	Iteration 69Q: 3 clusters Score -1475113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1475114.250000 Penalty: 2992.872803
	Iteration 70Q: 3 clusters Score -1475114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1475113.625000 Penalty: 2992.872803
	Iteration 71Q: 3 clusters Score -1475114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1475115.875000 Penalty: 2992.872803
	Iteration 72Q: 3 clusters Score -1475116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1475117.375000 Penalty: 2992.872803
	Iteration 73Q: 3 clusters Score -1475117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1475116.500000 Penalty: 2992.872803
	Iteration 74Q: 3 clusters Score -1475116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1475118.375000 Penalty: 2992.872803
	Iteration 75Q: 3 clusters Score -1475118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1475123.125000 Penalty: 2992.872803
	Iteration 76Q: 3 clusters Score -1475123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1475124.625000 Penalty: 2992.872803
	Iteration 77Q: 3 clusters Score -1475125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1475126.125000 Penalty: 2992.872803
	Iteration 78Q: 3 clusters Score -1475126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1475129.500000 Penalty: 2992.872803
	Iteration 79Q: 3 clusters Score -1475130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1475128.500000 Penalty: 2992.872803
	Iteration 80F: 3 clusters Score -1475128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1475132.875000 Penalty: 2992.872803
	Iteration 81Q: 3 clusters Score -1475133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1475133.750000 Penalty: 2992.872803
	Iteration 82Q: 3 clusters Score -1475134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1475134.625000 Penalty: 2992.872803
	Iteration 83Q: 3 clusters Score -1475135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1475136.000000 Penalty: 2992.872803
	Iteration 84Q: 3 clusters Score -1475136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1475142.500000 Penalty: 2992.872803
	Iteration 85Q: 3 clusters Score -1475142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1475142.125000 Penalty: 2992.872803
	Iteration 86Q: 3 clusters Score -1475142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1475147.750000 Penalty: 2992.872803
	Iteration 87Q: 3 clusters Score -1475148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1475144.375000 Penalty: 2992.872803
	Iteration 88Q: 3 clusters Score -1475144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1475148.500000 Penalty: 2992.872803
	Iteration 89Q: 3 clusters Score -1475148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1475152.375000 Penalty: 2992.872803
	Iteration 90Q: 3 clusters Score -1475152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1475152.625000 Penalty: 2992.872803
	Iteration 91Q: 3 clusters Score -1475153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1475154.625000 Penalty: 2992.872803
	Iteration 92Q: 3 clusters Score -1475155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1475155.375000 Penalty: 2992.872803
	Iteration 93Q: 3 clusters Score -1475155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1475156.375000 Penalty: 2992.872803
	Iteration 94Q: 3 clusters Score -1475156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1475159.125000 Penalty: 2992.872803
	Iteration 95Q: 3 clusters Score -1475159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1475161.125000 Penalty: 2992.872803
	Iteration 96Q: 3 clusters Score -1475161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1475161.500000 Penalty: 2992.872803
	Iteration 97Q: 3 clusters Score -1475162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1475159.125000 Penalty: 2992.872803
	Iteration 98Q: 3 clusters Score -1475159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1475160.375000 Penalty: 2992.872803
	Iteration 99Q: 3 clusters Score -1475160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1475158.875000 Penalty: 2992.872803
	Iteration 100F: 3 clusters Score -1475159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1475161.125000 Penalty: 2992.872803
	Iteration 101Q: 3 clusters Score -1475161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1475162.750000 Penalty: 2992.872803
	Iteration 102Q: 3 clusters Score -1475163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1475161.125000 Penalty: 2992.872803
	Iteration 103Q: 3 clusters Score -1475161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1475161.625000 Penalty: 2992.872803
	Iteration 104Q: 3 clusters Score -1475162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1475160.875000 Penalty: 2992.872803
	Iteration 105Q: 3 clusters Score -1475161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1475163.375000 Penalty: 2992.872803
	Iteration 106Q: 3 clusters Score -1475163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1475163.750000 Penalty: 2992.872803
	Iteration 107Q: 3 clusters Score -1475164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1475167.500000 Penalty: 2992.872803
	Iteration 108Q: 3 clusters Score -1475168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1475165.125000 Penalty: 2992.872803
	Iteration 109Q: 3 clusters Score -1475165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1475163.750000 Penalty: 2992.872803
	Iteration 110Q: 3 clusters Score -1475164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1475164.250000 Penalty: 2992.872803
	Iteration 111Q: 3 clusters Score -1475164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1475164.250000 Penalty: 2992.872803
	Iteration 112F: 3 clusters Score -1475164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -75280.500000 Penalty: 1045.352783
	Iteration 0F: 2 clusters Score -75280.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74134.601562 Penalty: 2090.705566
	Iteration 0F: 3 clusters Score -74134.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74326.515625 Penalty: 2090.705566
	Iteration 1F: 3 clusters Score -74326.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -74374.656250 Penalty: 2090.705566
	Iteration 2F: 3 clusters Score -74374.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -74402.828125 Penalty: 2090.705566
	Iteration 3Q: 3 clusters Score -74402.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -74418.898438 Penalty: 2090.705566
	Iteration 4Q: 3 clusters Score -74418.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -74426.648438 Penalty: 2090.705566
	Iteration 5Q: 3 clusters Score -74426.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -74437.812500 Penalty: 2090.705566
	Iteration 6Q: 3 clusters Score -74437.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -74442.367188 Penalty: 2090.705566
	Iteration 7Q: 3 clusters Score -74442.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -74446.718750 Penalty: 2090.705566
	Iteration 8Q: 3 clusters Score -74446.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -74454.984375 Penalty: 2090.705566
	Iteration 9Q: 3 clusters Score -74454.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -74457.164062 Penalty: 2090.705566
	Iteration 10Q: 3 clusters Score -74457.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -74458.773438 Penalty: 2090.705566
	Iteration 11Q: 3 clusters Score -74458.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -74459.992188 Penalty: 2090.705566
	Iteration 12Q: 3 clusters Score -74459.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -74459.992188 Penalty: 2090.705566
	Iteration 13F: 3 clusters Score -74459.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (6628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Entering Unmasked Estep 
Score: -1007003.187500 Penalty: 1429.846924
	Iteration 0F: 2 clusters Score -1007003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1002047.937500 Penalty: 2859.693848
	Iteration 0F: 3 clusters Score -1002048 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1003622.375000 Penalty: 2859.693848
	Iteration 1F: 3 clusters Score -1003622 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1003972.437500 Penalty: 2859.693848
	Iteration 2F: 3 clusters Score -1003972 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1004277.062500 Penalty: 2859.693848
	Iteration 3F: 3 clusters Score -1004277 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1004517.687500 Penalty: 2859.693848
	Iteration 4F: 3 clusters Score -1004518 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1004707.750000 Penalty: 2859.693848
	Iteration 5Q: 3 clusters Score -1004708 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1004861.437500 Penalty: 2859.693848
	Iteration 6Q: 3 clusters Score -1004861 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1004995.000000 Penalty: 2859.693848
	Iteration 7Q: 3 clusters Score -1004995 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1005102.687500 Penalty: 2859.693848
	Iteration 8Q: 3 clusters Score -1005103 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1005192.000000 Penalty: 2859.693848
	Iteration 9Q: 3 clusters Score -1005192 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1005270.625000 Penalty: 2859.693848
	Iteration 10Q: 3 clusters Score -1005271 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1005333.875000 Penalty: 2859.693848
	Iteration 11Q: 3 clusters Score -1005334 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1005381.437500 Penalty: 2859.693848
	Iteration 12Q: 3 clusters Score -1005381 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1005430.375000 Penalty: 2859.693848
	Iteration 13Q: 3 clusters Score -1005430 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1005480.750000 Penalty: 2859.693848
	Iteration 14Q: 3 clusters Score -1005481 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1005521.812500 Penalty: 2859.693848
	Iteration 15Q: 3 clusters Score -1005522 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1005564.812500 Penalty: 2859.693848
	Iteration 16Q: 3 clusters Score -1005565 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1005597.500000 Penalty: 2859.693848
	Iteration 17Q: 3 clusters Score -1005598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1005624.500000 Penalty: 2859.693848
	Iteration 18Q: 3 clusters Score -1005624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1005644.562500 Penalty: 2859.693848
	Iteration 19Q: 3 clusters Score -1005645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1005662.750000 Penalty: 2859.693848
	Iteration 20F: 3 clusters Score -1005663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1005673.937500 Penalty: 2859.693848
	Iteration 21Q: 3 clusters Score -1005674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1005680.812500 Penalty: 2859.693848
	Iteration 22Q: 3 clusters Score -1005681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1005685.875000 Penalty: 2859.693848
	Iteration 23Q: 3 clusters Score -1005686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1005687.750000 Penalty: 2859.693848
	Iteration 24Q: 3 clusters Score -1005688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1005692.562500 Penalty: 2859.693848
	Iteration 25Q: 3 clusters Score -1005693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1005699.937500 Penalty: 2859.693848
	Iteration 26Q: 3 clusters Score -1005700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1005702.125000 Penalty: 2859.693848
	Iteration 27Q: 3 clusters Score -1005702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1005704.062500 Penalty: 2859.693848
	Iteration 28Q: 3 clusters Score -1005704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1005707.437500 Penalty: 2859.693848
	Iteration 29Q: 3 clusters Score -1005707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1005709.187500 Penalty: 2859.693848
	Iteration 30Q: 3 clusters Score -1005709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1005710.750000 Penalty: 2859.693848
	Iteration 31Q: 3 clusters Score -1005711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1005709.875000 Penalty: 2859.693848
	Iteration 32Q: 3 clusters Score -1005710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1005709.812500 Penalty: 2859.693848
	Iteration 33Q: 3 clusters Score -1005710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1005711.375000 Penalty: 2859.693848
	Iteration 34Q: 3 clusters Score -1005711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1005711.375000 Penalty: 2859.693848
	Iteration 35F: 3 clusters Score -1005711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (20629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Entering Unmasked Estep 
Score: -3149711.250000 Penalty: 1614.348633
	Iteration 0F: 2 clusters Score -3149711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -3137054.500000 Penalty: 3228.697266
	Iteration 0F: 3 clusters Score -3137054 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -3142219.500000 Penalty: 3228.697266
	Iteration 1F: 3 clusters Score -3142220 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -3142585.500000 Penalty: 3228.697266
	Iteration 2F: 3 clusters Score -3142586 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -3142992.000000 Penalty: 3228.697266
	Iteration 3Q: 3 clusters Score -3142992 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -3143481.000000 Penalty: 3228.697266
	Iteration 4F: 3 clusters Score -3143481 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3144229.250000 Penalty: 3228.697266
	Iteration 5F: 3 clusters Score -3144229 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -3145207.500000 Penalty: 3228.697266
	Iteration 6F: 3 clusters Score -3145208 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3146271.250000 Penalty: 3228.697266
	Iteration 7F: 3 clusters Score -3146271 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3147299.750000 Penalty: 3228.697266
	Iteration 8F: 3 clusters Score -3147300 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -3147910.750000 Penalty: 3228.697266
	Iteration 9Q: 3 clusters Score -3147911 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -3148128.500000 Penalty: 3228.697266
	Iteration 10Q: 3 clusters Score -3148128 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -3148269.750000 Penalty: 3228.697266
	Iteration 11Q: 3 clusters Score -3148270 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -3148341.250000 Penalty: 3228.697266
	Iteration 12Q: 3 clusters Score -3148341 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3148400.250000 Penalty: 3228.697266
	Iteration 13Q: 3 clusters Score -3148400 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -3148445.000000 Penalty: 3228.697266
	Iteration 14Q: 3 clusters Score -3148445 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3148466.000000 Penalty: 3228.697266
	Iteration 15Q: 3 clusters Score -3148466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -3148469.500000 Penalty: 3228.697266
	Iteration 16Q: 3 clusters Score -3148470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -3148473.000000 Penalty: 3228.697266
	Iteration 17Q: 3 clusters Score -3148473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -3148477.000000 Penalty: 3228.697266
	Iteration 18Q: 3 clusters Score -3148477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -3148479.250000 Penalty: 3228.697266
	Iteration 19Q: 3 clusters Score -3148479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3148483.250000 Penalty: 3228.697266
	Iteration 20F: 3 clusters Score -3148483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -3148496.500000 Penalty: 3228.697266
	Iteration 21Q: 3 clusters Score -3148496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -3148511.000000 Penalty: 3228.697266
	Iteration 22Q: 3 clusters Score -3148511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -3148521.000000 Penalty: 3228.697266
	Iteration 23Q: 3 clusters Score -3148521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -3148523.500000 Penalty: 3228.697266
	Iteration 24Q: 3 clusters Score -3148524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -3148525.750000 Penalty: 3228.697266
	Iteration 25Q: 3 clusters Score -3148526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -3148532.250000 Penalty: 3228.697266
	Iteration 26Q: 3 clusters Score -3148532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -3148536.750000 Penalty: 3228.697266
	Iteration 27Q: 3 clusters Score -3148537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3148535.750000 Penalty: 3228.697266
	Iteration 28Q: 3 clusters Score -3148536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -3148538.500000 Penalty: 3228.697266
	Iteration 29Q: 3 clusters Score -3148538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -3148538.500000 Penalty: 3228.697266
	Iteration 30F: 3 clusters Score -3148538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (9403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Entering Unmasked Estep 
Score: -1420748.125000 Penalty: 1486.677368
	Iteration 0F: 2 clusters Score -1420748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1413976.750000 Penalty: 2973.354736
	Iteration 0F: 3 clusters Score -1413977 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1416150.875000 Penalty: 2973.354736
	Iteration 1F: 3 clusters Score -1416151 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1416387.750000 Penalty: 2973.354736
	Iteration 2F: 3 clusters Score -1416388 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1416585.000000 Penalty: 2973.354736
	Iteration 3F: 3 clusters Score -1416585 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1416766.625000 Penalty: 2973.354736
	Iteration 4Q: 3 clusters Score -1416767 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1416966.125000 Penalty: 2973.354736
	Iteration 5Q: 3 clusters Score -1416966 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1417194.250000 Penalty: 2973.354736
	Iteration 6Q: 3 clusters Score -1417194 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1417462.000000 Penalty: 2973.354736
	Iteration 7F: 3 clusters Score -1417462 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1417771.500000 Penalty: 2973.354736
	Iteration 8F: 3 clusters Score -1417772 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1418106.375000 Penalty: 2973.354736
	Iteration 9F: 3 clusters Score -1418106 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1418386.375000 Penalty: 2973.354736
	Iteration 10Q: 3 clusters Score -1418386 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1418673.625000 Penalty: 2973.354736
	Iteration 11Q: 3 clusters Score -1418674 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1418889.000000 Penalty: 2973.354736
	Iteration 12Q: 3 clusters Score -1418889 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1419060.500000 Penalty: 2973.354736
	Iteration 13Q: 3 clusters Score -1419060 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1419168.250000 Penalty: 2973.354736
	Iteration 14Q: 3 clusters Score -1419168 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1419231.000000 Penalty: 2973.354736
	Iteration 15Q: 3 clusters Score -1419231 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1419268.750000 Penalty: 2973.354736
	Iteration 16Q: 3 clusters Score -1419269 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1419309.375000 Penalty: 2973.354736
	Iteration 17Q: 3 clusters Score -1419309 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1419347.250000 Penalty: 2973.354736
	Iteration 18Q: 3 clusters Score -1419347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1419371.750000 Penalty: 2973.354736
	Iteration 19Q: 3 clusters Score -1419372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1419386.625000 Penalty: 2973.354736
	Iteration 20F: 3 clusters Score -1419387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1419398.625000 Penalty: 2973.354736
	Iteration 21Q: 3 clusters Score -1419399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1419405.750000 Penalty: 2973.354736
	Iteration 22Q: 3 clusters Score -1419406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1419417.875000 Penalty: 2973.354736
	Iteration 23Q: 3 clusters Score -1419418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1419424.000000 Penalty: 2973.354736
	Iteration 24Q: 3 clusters Score -1419424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1419425.250000 Penalty: 2973.354736
	Iteration 25Q: 3 clusters Score -1419425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1419427.625000 Penalty: 2973.354736
	Iteration 26Q: 3 clusters Score -1419428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1419428.875000 Penalty: 2973.354736
	Iteration 27Q: 3 clusters Score -1419429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1419428.875000 Penalty: 2973.354736
	Iteration 28F: 3 clusters Score -1419429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (19035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Entering Unmasked Estep 
Score: -2909246.000000 Penalty: 1601.280640
	Iteration 0F: 2 clusters Score -2909246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2897330.250000 Penalty: 3202.561279
	Iteration 0F: 3 clusters Score -2897330 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2901962.500000 Penalty: 3202.561279
	Iteration 1F: 3 clusters Score -2901962 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2902405.000000 Penalty: 3202.561279
	Iteration 2F: 3 clusters Score -2902405 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2902836.250000 Penalty: 3202.561279
	Iteration 3F: 3 clusters Score -2902836 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2903269.750000 Penalty: 3202.561279
	Iteration 4F: 3 clusters Score -2903270 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2903731.250000 Penalty: 3202.561279
	Iteration 5Q: 3 clusters Score -2903731 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2904272.000000 Penalty: 3202.561279
	Iteration 6Q: 3 clusters Score -2904272 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2904844.250000 Penalty: 3202.561279
	Iteration 7F: 3 clusters Score -2904844 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2905302.500000 Penalty: 3202.561279
	Iteration 8Q: 3 clusters Score -2905302 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2905594.750000 Penalty: 3202.561279
	Iteration 9Q: 3 clusters Score -2905595 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2905800.250000 Penalty: 3202.561279
	Iteration 10Q: 3 clusters Score -2905800 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2905886.750000 Penalty: 3202.561279
	Iteration 11Q: 3 clusters Score -2905887 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2905933.250000 Penalty: 3202.561279
	Iteration 12Q: 3 clusters Score -2905933 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2905945.500000 Penalty: 3202.561279
	Iteration 13Q: 3 clusters Score -2905946 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2905953.500000 Penalty: 3202.561279
	Iteration 14Q: 3 clusters Score -2905954 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2905961.000000 Penalty: 3202.561279
	Iteration 15Q: 3 clusters Score -2905961 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2905971.500000 Penalty: 3202.561279
	Iteration 16Q: 3 clusters Score -2905972 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2905978.000000 Penalty: 3202.561279
	Iteration 17Q: 3 clusters Score -2905978 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2905989.500000 Penalty: 3202.561279
	Iteration 18Q: 3 clusters Score -2905990 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2905991.750000 Penalty: 3202.561279
	Iteration 19Q: 3 clusters Score -2905992 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2906004.250000 Penalty: 3202.561279
	Iteration 20F: 3 clusters Score -2906004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2906004.500000 Penalty: 3202.561279
	Iteration 21Q: 3 clusters Score -2906004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2906002.250000 Penalty: 3202.561279
	Iteration 22Q: 3 clusters Score -2906002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2906006.500000 Penalty: 3202.561279
	Iteration 23Q: 3 clusters Score -2906006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2906008.000000 Penalty: 3202.561279
	Iteration 24Q: 3 clusters Score -2906008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2906012.500000 Penalty: 3202.561279
	Iteration 25Q: 3 clusters Score -2906012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2906016.250000 Penalty: 3202.561279
	Iteration 26Q: 3 clusters Score -2906016 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2906017.750000 Penalty: 3202.561279
	Iteration 27Q: 3 clusters Score -2906018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2906031.500000 Penalty: 3202.561279
	Iteration 28Q: 3 clusters Score -2906032 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2906030.000000 Penalty: 3202.561279
	Iteration 29Q: 3 clusters Score -2906030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2906043.500000 Penalty: 3202.561279
	Iteration 30Q: 3 clusters Score -2906044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2906039.750000 Penalty: 3202.561279
	Iteration 31Q: 3 clusters Score -2906040 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2906044.000000 Penalty: 3202.561279
	Iteration 32Q: 3 clusters Score -2906044 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2906052.250000 Penalty: 3202.561279
	Iteration 33Q: 3 clusters Score -2906052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2906047.000000 Penalty: 3202.561279
	Iteration 34Q: 3 clusters Score -2906047 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2906060.000000 Penalty: 3202.561279
	Iteration 35Q: 3 clusters Score -2906060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2906068.750000 Penalty: 3202.561279
	Iteration 36Q: 3 clusters Score -2906069 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2906073.750000 Penalty: 3202.561279
	Iteration 37Q: 3 clusters Score -2906074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2906075.500000 Penalty: 3202.561279
	Iteration 38Q: 3 clusters Score -2906076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2906081.000000 Penalty: 3202.561279
	Iteration 39Q: 3 clusters Score -2906081 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2906087.000000 Penalty: 3202.561279
	Iteration 40F: 3 clusters Score -2906087 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2906093.250000 Penalty: 3202.561279
	Iteration 41Q: 3 clusters Score -2906093 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2906102.000000 Penalty: 3202.561279
	Iteration 42Q: 3 clusters Score -2906102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2906104.000000 Penalty: 3202.561279
	Iteration 43Q: 3 clusters Score -2906104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2906098.000000 Penalty: 3202.561279
	Iteration 44Q: 3 clusters Score -2906098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2906109.500000 Penalty: 3202.561279
	Iteration 45Q: 3 clusters Score -2906110 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2906115.250000 Penalty: 3202.561279
	Iteration 46Q: 3 clusters Score -2906115 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2906128.000000 Penalty: 3202.561279
	Iteration 47Q: 3 clusters Score -2906128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2906132.750000 Penalty: 3202.561279
	Iteration 48Q: 3 clusters Score -2906133 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2906138.250000 Penalty: 3202.561279
	Iteration 49Q: 3 clusters Score -2906138 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2906144.250000 Penalty: 3202.561279
	Iteration 50Q: 3 clusters Score -2906144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2906148.500000 Penalty: 3202.561279
	Iteration 51Q: 3 clusters Score -2906148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2906147.000000 Penalty: 3202.561279
	Iteration 52Q: 3 clusters Score -2906147 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2906156.000000 Penalty: 3202.561279
	Iteration 53Q: 3 clusters Score -2906156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2906159.250000 Penalty: 3202.561279
	Iteration 54Q: 3 clusters Score -2906159 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2906170.500000 Penalty: 3202.561279
	Iteration 55Q: 3 clusters Score -2906170 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2906167.250000 Penalty: 3202.561279
	Iteration 56Q: 3 clusters Score -2906167 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2906170.000000 Penalty: 3202.561279
	Iteration 57Q: 3 clusters Score -2906170 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2906173.000000 Penalty: 3202.561279
	Iteration 58Q: 3 clusters Score -2906173 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2906177.000000 Penalty: 3202.561279
	Iteration 59Q: 3 clusters Score -2906177 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2906185.750000 Penalty: 3202.561279
	Iteration 60F: 3 clusters Score -2906186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2906187.500000 Penalty: 3202.561279
	Iteration 61Q: 3 clusters Score -2906188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2906189.750000 Penalty: 3202.561279
	Iteration 62Q: 3 clusters Score -2906190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2906186.500000 Penalty: 3202.561279
	Iteration 63Q: 3 clusters Score -2906186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2906189.750000 Penalty: 3202.561279
	Iteration 64Q: 3 clusters Score -2906190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2906188.250000 Penalty: 3202.561279
	Iteration 65Q: 3 clusters Score -2906188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2906189.000000 Penalty: 3202.561279
	Iteration 66Q: 3 clusters Score -2906189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2906193.000000 Penalty: 3202.561279
	Iteration 67Q: 3 clusters Score -2906193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2906195.000000 Penalty: 3202.561279
	Iteration 68Q: 3 clusters Score -2906195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2906192.500000 Penalty: 3202.561279
	Iteration 69Q: 3 clusters Score -2906192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2906197.750000 Penalty: 3202.561279
	Iteration 70Q: 3 clusters Score -2906198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2906193.500000 Penalty: 3202.561279
	Iteration 71Q: 3 clusters Score -2906194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2906190.250000 Penalty: 3202.561279
	Iteration 72Q: 3 clusters Score -2906190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2906191.750000 Penalty: 3202.561279
	Iteration 73Q: 3 clusters Score -2906192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2906189.000000 Penalty: 3202.561279
	Iteration 74Q: 3 clusters Score -2906189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2906185.250000 Penalty: 3202.561279
	Iteration 75Q: 3 clusters Score -2906185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2906185.750000 Penalty: 3202.561279
	Iteration 76Q: 3 clusters Score -2906186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2906187.750000 Penalty: 3202.561279
	Iteration 77Q: 3 clusters Score -2906188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2906183.500000 Penalty: 3202.561279
	Iteration 78Q: 3 clusters Score -2906184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2906189.500000 Penalty: 3202.561279
	Iteration 79Q: 3 clusters Score -2906190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2906192.500000 Penalty: 3202.561279
	Iteration 80F: 3 clusters Score -2906192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2906194.500000 Penalty: 3202.561279
	Iteration 81Q: 3 clusters Score -2906194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2906198.500000 Penalty: 3202.561279
	Iteration 82Q: 3 clusters Score -2906198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2906207.500000 Penalty: 3202.561279
	Iteration 83Q: 3 clusters Score -2906208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2906209.500000 Penalty: 3202.561279
	Iteration 84Q: 3 clusters Score -2906210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2906214.000000 Penalty: 3202.561279
	Iteration 85Q: 3 clusters Score -2906214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2906208.500000 Penalty: 3202.561279
	Iteration 86Q: 3 clusters Score -2906208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2906209.250000 Penalty: 3202.561279
	Iteration 87Q: 3 clusters Score -2906209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2906210.000000 Penalty: 3202.561279
	Iteration 88Q: 3 clusters Score -2906210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2906211.250000 Penalty: 3202.561279
	Iteration 89Q: 3 clusters Score -2906211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2906218.000000 Penalty: 3202.561279
	Iteration 90Q: 3 clusters Score -2906218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2906222.250000 Penalty: 3202.561279
	Iteration 91Q: 3 clusters Score -2906222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2906222.750000 Penalty: 3202.561279
	Iteration 92Q: 3 clusters Score -2906223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2906224.500000 Penalty: 3202.561279
	Iteration 93Q: 3 clusters Score -2906224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2906231.500000 Penalty: 3202.561279
	Iteration 94Q: 3 clusters Score -2906232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2906229.250000 Penalty: 3202.561279
	Iteration 95Q: 3 clusters Score -2906229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2906228.250000 Penalty: 3202.561279
	Iteration 96Q: 3 clusters Score -2906228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2906229.500000 Penalty: 3202.561279
	Iteration 97Q: 3 clusters Score -2906230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2906227.000000 Penalty: 3202.561279
	Iteration 98Q: 3 clusters Score -2906227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2906227.000000 Penalty: 3202.561279
	Iteration 99Q: 3 clusters Score -2906227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2906231.000000 Penalty: 3202.561279
	Iteration 100F: 3 clusters Score -2906231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2906230.000000 Penalty: 3202.561279
	Iteration 101Q: 3 clusters Score -2906230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2906231.250000 Penalty: 3202.561279
	Iteration 102Q: 3 clusters Score -2906231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2906230.000000 Penalty: 3202.561279
	Iteration 103Q: 3 clusters Score -2906230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2906230.250000 Penalty: 3202.561279
	Iteration 104Q: 3 clusters Score -2906230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2906232.500000 Penalty: 3202.561279
	Iteration 105Q: 3 clusters Score -2906232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2906236.000000 Penalty: 3202.561279
	Iteration 106Q: 3 clusters Score -2906236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2906235.000000 Penalty: 3202.561279
	Iteration 107Q: 3 clusters Score -2906235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2906235.250000 Penalty: 3202.561279
	Iteration 108Q: 3 clusters Score -2906235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2906237.000000 Penalty: 3202.561279
	Iteration 109Q: 3 clusters Score -2906237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2906236.750000 Penalty: 3202.561279
	Iteration 110Q: 3 clusters Score -2906237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2906236.000000 Penalty: 3202.561279
	Iteration 111Q: 3 clusters Score -2906236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2906239.250000 Penalty: 3202.561279
	Iteration 112Q: 3 clusters Score -2906239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2906238.750000 Penalty: 3202.561279
	Iteration 113Q: 3 clusters Score -2906239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2906239.000000 Penalty: 3202.561279
	Iteration 114Q: 3 clusters Score -2906239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2906239.000000 Penalty: 3202.561279
	Iteration 115Q: 3 clusters Score -2906239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2906234.250000 Penalty: 3202.561279
	Iteration 116Q: 3 clusters Score -2906234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2906238.500000 Penalty: 3202.561279
	Iteration 117Q: 3 clusters Score -2906238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2906235.750000 Penalty: 3202.561279
	Iteration 118Q: 3 clusters Score -2906236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2906230.750000 Penalty: 3202.561279
	Iteration 119Q: 3 clusters Score -2906231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2906232.000000 Penalty: 3202.561279
	Iteration 120F: 3 clusters Score -2906232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2906229.250000 Penalty: 3202.561279
	Iteration 121Q: 3 clusters Score -2906229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2906232.250000 Penalty: 3202.561279
	Iteration 122Q: 3 clusters Score -2906232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2906235.000000 Penalty: 3202.561279
	Iteration 123Q: 3 clusters Score -2906235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2906237.500000 Penalty: 3202.561279
	Iteration 124Q: 3 clusters Score -2906238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2906238.750000 Penalty: 3202.561279
	Iteration 125Q: 3 clusters Score -2906239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2906237.750000 Penalty: 3202.561279
	Iteration 126Q: 3 clusters Score -2906238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2906243.500000 Penalty: 3202.561279
	Iteration 127Q: 3 clusters Score -2906244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2906245.500000 Penalty: 3202.561279
	Iteration 128Q: 3 clusters Score -2906246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2906245.250000 Penalty: 3202.561279
	Iteration 129Q: 3 clusters Score -2906245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2906243.500000 Penalty: 3202.561279
	Iteration 130Q: 3 clusters Score -2906244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2906244.500000 Penalty: 3202.561279
	Iteration 131Q: 3 clusters Score -2906244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2906245.000000 Penalty: 3202.561279
	Iteration 132Q: 3 clusters Score -2906245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2906240.500000 Penalty: 3202.561279
	Iteration 133Q: 3 clusters Score -2906240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2906246.500000 Penalty: 3202.561279
	Iteration 134Q: 3 clusters Score -2906246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2906247.250000 Penalty: 3202.561279
	Iteration 135Q: 3 clusters Score -2906247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2906248.750000 Penalty: 3202.561279
	Iteration 136Q: 3 clusters Score -2906249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2906251.500000 Penalty: 3202.561279
	Iteration 137Q: 3 clusters Score -2906252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2906252.500000 Penalty: 3202.561279
	Iteration 138Q: 3 clusters Score -2906252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2906247.000000 Penalty: 3202.561279
	Iteration 139Q: 3 clusters Score -2906247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2906252.000000 Penalty: 3202.561279
	Iteration 140F: 3 clusters Score -2906252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2906251.250000 Penalty: 3202.561279
	Iteration 141Q: 3 clusters Score -2906251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2906256.500000 Penalty: 3202.561279
	Iteration 142Q: 3 clusters Score -2906256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2906250.000000 Penalty: 3202.561279
	Iteration 143Q: 3 clusters Score -2906250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2906252.250000 Penalty: 3202.561279
	Iteration 144Q: 3 clusters Score -2906252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2906251.250000 Penalty: 3202.561279
	Iteration 145Q: 3 clusters Score -2906251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2906252.750000 Penalty: 3202.561279
	Iteration 146Q: 3 clusters Score -2906253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2906262.000000 Penalty: 3202.561279
	Iteration 147Q: 3 clusters Score -2906262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2906258.750000 Penalty: 3202.561279
	Iteration 148Q: 3 clusters Score -2906259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2906263.750000 Penalty: 3202.561279
	Iteration 149Q: 3 clusters Score -2906264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2906259.750000 Penalty: 3202.561279
	Iteration 150Q: 3 clusters Score -2906260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2906258.500000 Penalty: 3202.561279
	Iteration 151Q: 3 clusters Score -2906258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2906260.000000 Penalty: 3202.561279
	Iteration 152Q: 3 clusters Score -2906260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2906261.750000 Penalty: 3202.561279
	Iteration 153Q: 3 clusters Score -2906262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2906265.750000 Penalty: 3202.561279
	Iteration 154Q: 3 clusters Score -2906266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2906268.500000 Penalty: 3202.561279
	Iteration 155Q: 3 clusters Score -2906268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2906267.500000 Penalty: 3202.561279
	Iteration 156Q: 3 clusters Score -2906268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2906268.750000 Penalty: 3202.561279
	Iteration 157Q: 3 clusters Score -2906269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2906269.250000 Penalty: 3202.561279
	Iteration 158Q: 3 clusters Score -2906269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2906269.750000 Penalty: 3202.561279
	Iteration 159Q: 3 clusters Score -2906270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2906274.000000 Penalty: 3202.561279
	Iteration 160F: 3 clusters Score -2906274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2906277.750000 Penalty: 3202.561279
	Iteration 161Q: 3 clusters Score -2906278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2906271.250000 Penalty: 3202.561279
	Iteration 162Q: 3 clusters Score -2906271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2906273.000000 Penalty: 3202.561279
	Iteration 163Q: 3 clusters Score -2906273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2906272.500000 Penalty: 3202.561279
	Iteration 164Q: 3 clusters Score -2906272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2906272.500000 Penalty: 3202.561279
	Iteration 165Q: 3 clusters Score -2906272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2906274.500000 Penalty: 3202.561279
	Iteration 166Q: 3 clusters Score -2906274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2906281.000000 Penalty: 3202.561279
	Iteration 167Q: 3 clusters Score -2906281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2906279.750000 Penalty: 3202.561279
	Iteration 168Q: 3 clusters Score -2906280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2906282.000000 Penalty: 3202.561279
	Iteration 169Q: 3 clusters Score -2906282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2906283.500000 Penalty: 3202.561279
	Iteration 170Q: 3 clusters Score -2906284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2906286.000000 Penalty: 3202.561279
	Iteration 171Q: 3 clusters Score -2906286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2906287.750000 Penalty: 3202.561279
	Iteration 172Q: 3 clusters Score -2906288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2906287.250000 Penalty: 3202.561279
	Iteration 173Q: 3 clusters Score -2906287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2906282.000000 Penalty: 3202.561279
	Iteration 174Q: 3 clusters Score -2906282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2906283.750000 Penalty: 3202.561279
	Iteration 175Q: 3 clusters Score -2906284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2906288.000000 Penalty: 3202.561279
	Iteration 176Q: 3 clusters Score -2906288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2906288.750000 Penalty: 3202.561279
	Iteration 177Q: 3 clusters Score -2906289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2906290.750000 Penalty: 3202.561279
	Iteration 178Q: 3 clusters Score -2906291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2906293.000000 Penalty: 3202.561279
	Iteration 179Q: 3 clusters Score -2906293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2906294.750000 Penalty: 3202.561279
	Iteration 180F: 3 clusters Score -2906295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2906291.500000 Penalty: 3202.561279
	Iteration 181Q: 3 clusters Score -2906292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2906294.250000 Penalty: 3202.561279
	Iteration 182Q: 3 clusters Score -2906294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2906295.750000 Penalty: 3202.561279
	Iteration 183Q: 3 clusters Score -2906296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2906295.750000 Penalty: 3202.561279
	Iteration 184Q: 3 clusters Score -2906296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2906290.000000 Penalty: 3202.561279
	Iteration 185Q: 3 clusters Score -2906290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2906294.750000 Penalty: 3202.561279
	Iteration 186Q: 3 clusters Score -2906295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2906295.000000 Penalty: 3202.561279
	Iteration 187Q: 3 clusters Score -2906295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2906295.250000 Penalty: 3202.561279
	Iteration 188Q: 3 clusters Score -2906295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2906293.250000 Penalty: 3202.561279
	Iteration 189Q: 3 clusters Score -2906293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2906292.000000 Penalty: 3202.561279
	Iteration 190Q: 3 clusters Score -2906292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2906291.500000 Penalty: 3202.561279
	Iteration 191Q: 3 clusters Score -2906292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2906297.500000 Penalty: 3202.561279
	Iteration 192Q: 3 clusters Score -2906298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2906290.250000 Penalty: 3202.561279
	Iteration 193Q: 3 clusters Score -2906290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2906287.250000 Penalty: 3202.561279
	Iteration 194Q: 3 clusters Score -2906287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2906293.750000 Penalty: 3202.561279
	Iteration 195Q: 3 clusters Score -2906294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2906295.500000 Penalty: 3202.561279
	Iteration 196Q: 3 clusters Score -2906296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2906293.250000 Penalty: 3202.561279
	Iteration 197Q: 3 clusters Score -2906293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2906298.250000 Penalty: 3202.561279
	Iteration 198Q: 3 clusters Score -2906298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2906293.500000 Penalty: 3202.561279
	Iteration 199Q: 3 clusters Score -2906294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2906296.500000 Penalty: 3202.561279
	Iteration 200F: 3 clusters Score -2906296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2906303.500000 Penalty: 3202.561279
	Iteration 201Q: 3 clusters Score -2906304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2906296.500000 Penalty: 3202.561279
	Iteration 202Q: 3 clusters Score -2906296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2906300.750000 Penalty: 3202.561279
	Iteration 203Q: 3 clusters Score -2906301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2906302.250000 Penalty: 3202.561279
	Iteration 204Q: 3 clusters Score -2906302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2906301.000000 Penalty: 3202.561279
	Iteration 205Q: 3 clusters Score -2906301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2906298.750000 Penalty: 3202.561279
	Iteration 206Q: 3 clusters Score -2906299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2906303.500000 Penalty: 3202.561279
	Iteration 207Q: 3 clusters Score -2906304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2906300.250000 Penalty: 3202.561279
	Iteration 208Q: 3 clusters Score -2906300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2906302.500000 Penalty: 3202.561279
	Iteration 209Q: 3 clusters Score -2906302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2906304.750000 Penalty: 3202.561279
	Iteration 210Q: 3 clusters Score -2906305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2906308.750000 Penalty: 3202.561279
	Iteration 211Q: 3 clusters Score -2906309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2906309.000000 Penalty: 3202.561279
	Iteration 212Q: 3 clusters Score -2906309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2906315.250000 Penalty: 3202.561279
	Iteration 213Q: 3 clusters Score -2906315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2906309.750000 Penalty: 3202.561279
	Iteration 214Q: 3 clusters Score -2906310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2906310.500000 Penalty: 3202.561279
	Iteration 215Q: 3 clusters Score -2906310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2906304.500000 Penalty: 3202.561279
	Iteration 216Q: 3 clusters Score -2906304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2906304.250000 Penalty: 3202.561279
	Iteration 217Q: 3 clusters Score -2906304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2906306.000000 Penalty: 3202.561279
	Iteration 218Q: 3 clusters Score -2906306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2906305.750000 Penalty: 3202.561279
	Iteration 219Q: 3 clusters Score -2906306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2906301.750000 Penalty: 3202.561279
	Iteration 220F: 3 clusters Score -2906302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2906303.750000 Penalty: 3202.561279
	Iteration 221Q: 3 clusters Score -2906304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2906306.500000 Penalty: 3202.561279
	Iteration 222Q: 3 clusters Score -2906306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2906309.000000 Penalty: 3202.561279
	Iteration 223Q: 3 clusters Score -2906309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2906310.500000 Penalty: 3202.561279
	Iteration 224Q: 3 clusters Score -2906310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2906317.000000 Penalty: 3202.561279
	Iteration 225Q: 3 clusters Score -2906317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2906318.000000 Penalty: 3202.561279
	Iteration 226Q: 3 clusters Score -2906318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2906314.500000 Penalty: 3202.561279
	Iteration 227Q: 3 clusters Score -2906314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2906315.250000 Penalty: 3202.561279
	Iteration 228Q: 3 clusters Score -2906315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2906319.750000 Penalty: 3202.561279
	Iteration 229Q: 3 clusters Score -2906320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2906319.000000 Penalty: 3202.561279
	Iteration 230Q: 3 clusters Score -2906319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2906318.750000 Penalty: 3202.561279
	Iteration 231Q: 3 clusters Score -2906319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2906326.000000 Penalty: 3202.561279
	Iteration 232Q: 3 clusters Score -2906326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2906323.000000 Penalty: 3202.561279
	Iteration 233Q: 3 clusters Score -2906323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2906327.750000 Penalty: 3202.561279
	Iteration 234Q: 3 clusters Score -2906328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2906328.000000 Penalty: 3202.561279
	Iteration 235Q: 3 clusters Score -2906328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2906326.500000 Penalty: 3202.561279
	Iteration 236Q: 3 clusters Score -2906326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2906326.750000 Penalty: 3202.561279
	Iteration 237Q: 3 clusters Score -2906327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2906323.250000 Penalty: 3202.561279
	Iteration 238Q: 3 clusters Score -2906323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2906320.500000 Penalty: 3202.561279
	Iteration 239Q: 3 clusters Score -2906320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2906322.250000 Penalty: 3202.561279
	Iteration 240F: 3 clusters Score -2906322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2906323.500000 Penalty: 3202.561279
	Iteration 241Q: 3 clusters Score -2906324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2906323.250000 Penalty: 3202.561279
	Iteration 242Q: 3 clusters Score -2906323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2906322.250000 Penalty: 3202.561279
	Iteration 243Q: 3 clusters Score -2906322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2906320.500000 Penalty: 3202.561279
	Iteration 244Q: 3 clusters Score -2906320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2906323.000000 Penalty: 3202.561279
	Iteration 245Q: 3 clusters Score -2906323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2906325.250000 Penalty: 3202.561279
	Iteration 246Q: 3 clusters Score -2906325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2906321.750000 Penalty: 3202.561279
	Iteration 247Q: 3 clusters Score -2906322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2906329.250000 Penalty: 3202.561279
	Iteration 248Q: 3 clusters Score -2906329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2906329.750000 Penalty: 3202.561279
	Iteration 249Q: 3 clusters Score -2906330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2906328.500000 Penalty: 3202.561279
	Iteration 250Q: 3 clusters Score -2906328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2906328.250000 Penalty: 3202.561279
	Iteration 251Q: 3 clusters Score -2906328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2906329.000000 Penalty: 3202.561279
	Iteration 252Q: 3 clusters Score -2906329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2906329.500000 Penalty: 3202.561279
	Iteration 253Q: 3 clusters Score -2906330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2906326.500000 Penalty: 3202.561279
	Iteration 254Q: 3 clusters Score -2906326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2906328.500000 Penalty: 3202.561279
	Iteration 255Q: 3 clusters Score -2906328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2906328.500000 Penalty: 3202.561279
	Iteration 256F: 3 clusters Score -2906328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Entering Unmasked Estep 
Score: -163818.968750 Penalty: 1171.397583
	Iteration 0F: 2 clusters Score -163819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -162176.515625 Penalty: 2342.795166
	Iteration 0F: 3 clusters Score -162176.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -162490.015625 Penalty: 2342.795166
	Iteration 1F: 3 clusters Score -162490 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -162628.734375 Penalty: 2342.795166
	Iteration 2F: 3 clusters Score -162628.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -162744.375000 Penalty: 2342.795166
	Iteration 3F: 3 clusters Score -162744.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -162815.703125 Penalty: 2342.795166
	Iteration 4Q: 3 clusters Score -162815.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -162870.984375 Penalty: 2342.795166
	Iteration 5Q: 3 clusters Score -162871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -162925.093750 Penalty: 2342.795166
	Iteration 6Q: 3 clusters Score -162925.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -162972.109375 Penalty: 2342.795166
	Iteration 7Q: 3 clusters Score -162972.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -163016.000000 Penalty: 2342.795166
	Iteration 8Q: 3 clusters Score -163016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -163047.078125 Penalty: 2342.795166
	Iteration 9Q: 3 clusters Score -163047.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -163064.906250 Penalty: 2342.795166
	Iteration 10Q: 3 clusters Score -163064.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -163079.171875 Penalty: 2342.795166
	Iteration 11Q: 3 clusters Score -163079.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -163092.046875 Penalty: 2342.795166
	Iteration 12Q: 3 clusters Score -163092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -163095.812500 Penalty: 2342.795166
	Iteration 13Q: 3 clusters Score -163095.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -163097.953125 Penalty: 2342.795166
	Iteration 14Q: 3 clusters Score -163098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -163099.093750 Penalty: 2342.795166
	Iteration 15Q: 3 clusters Score -163099.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -163099.859375 Penalty: 2342.795166
	Iteration 16Q: 3 clusters Score -163099.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -163099.859375 Penalty: 2342.795166
	Iteration 17F: 3 clusters Score -163099.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -308136.343750 Penalty: 1250.190674
	Iteration 0F: 2 clusters Score -308136.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -305932.250000 Penalty: 2500.381348
	Iteration 0F: 3 clusters Score -305932.2 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -306416.718750 Penalty: 2500.381348
	Iteration 1F: 3 clusters Score -306416.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -306564.375000 Penalty: 2500.381348
	Iteration 2F: 3 clusters Score -306564.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -306659.531250 Penalty: 2500.381348
	Iteration 3F: 3 clusters Score -306659.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -306732.437500 Penalty: 2500.381348
	Iteration 4Q: 3 clusters Score -306732.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -306782.375000 Penalty: 2500.381348
	Iteration 5Q: 3 clusters Score -306782.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -306825.718750 Penalty: 2500.381348
	Iteration 6Q: 3 clusters Score -306825.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -306869.812500 Penalty: 2500.381348
	Iteration 7Q: 3 clusters Score -306869.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -306905.125000 Penalty: 2500.381348
	Iteration 8Q: 3 clusters Score -306905.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -306936.812500 Penalty: 2500.381348
	Iteration 9Q: 3 clusters Score -306936.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -306973.843750 Penalty: 2500.381348
	Iteration 10Q: 3 clusters Score -306973.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -306997.187500 Penalty: 2500.381348
	Iteration 11Q: 3 clusters Score -306997.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -307019.812500 Penalty: 2500.381348
	Iteration 12Q: 3 clusters Score -307019.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -307033.437500 Penalty: 2500.381348
	Iteration 13Q: 3 clusters Score -307033.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -307044.781250 Penalty: 2500.381348
	Iteration 14Q: 3 clusters Score -307044.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -307055.593750 Penalty: 2500.381348
	Iteration 15Q: 3 clusters Score -307055.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -307064.562500 Penalty: 2500.381348
	Iteration 16Q: 3 clusters Score -307064.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -307076.937500 Penalty: 2500.381348
	Iteration 17Q: 3 clusters Score -307076.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -307091.750000 Penalty: 2500.381348
	Iteration 18Q: 3 clusters Score -307091.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -307104.093750 Penalty: 2500.381348
	Iteration 19Q: 3 clusters Score -307104.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -307114.750000 Penalty: 2500.381348
	Iteration 20F: 3 clusters Score -307114.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -307123.250000 Penalty: 2500.381348
	Iteration 21Q: 3 clusters Score -307123.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -307130.093750 Penalty: 2500.381348
	Iteration 22Q: 3 clusters Score -307130.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -307140.281250 Penalty: 2500.381348
	Iteration 23Q: 3 clusters Score -307140.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -307147.281250 Penalty: 2500.381348
	Iteration 24Q: 3 clusters Score -307147.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -307154.281250 Penalty: 2500.381348
	Iteration 25Q: 3 clusters Score -307154.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -307160.718750 Penalty: 2500.381348
	Iteration 26Q: 3 clusters Score -307160.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -307163.031250 Penalty: 2500.381348
	Iteration 27Q: 3 clusters Score -307163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -307169.406250 Penalty: 2500.381348
	Iteration 28Q: 3 clusters Score -307169.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -307174.875000 Penalty: 2500.381348
	Iteration 29Q: 3 clusters Score -307174.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -307180.625000 Penalty: 2500.381348
	Iteration 30Q: 3 clusters Score -307180.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -307181.937500 Penalty: 2500.381348
	Iteration 31Q: 3 clusters Score -307181.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -307184.687500 Penalty: 2500.381348
	Iteration 32Q: 3 clusters Score -307184.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -307186.437500 Penalty: 2500.381348
	Iteration 33Q: 3 clusters Score -307186.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -307189.968750 Penalty: 2500.381348
	Iteration 34Q: 3 clusters Score -307190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -307192.531250 Penalty: 2500.381348
	Iteration 35Q: 3 clusters Score -307192.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -307194.125000 Penalty: 2500.381348
	Iteration 36Q: 3 clusters Score -307194.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -307194.843750 Penalty: 2500.381348
	Iteration 37Q: 3 clusters Score -307194.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -307195.343750 Penalty: 2500.381348
	Iteration 38Q: 3 clusters Score -307195.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -307195.343750 Penalty: 2500.381348
	Iteration 39F: 3 clusters Score -307195.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -141776.171875 Penalty: 1142.082764
	Iteration 0F: 2 clusters Score -141776.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -140292.750000 Penalty: 2284.165527
	Iteration 0F: 3 clusters Score -140292.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -140591.843750 Penalty: 2284.165527
	Iteration 1F: 3 clusters Score -140591.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -140680.031250 Penalty: 2284.165527
	Iteration 2F: 3 clusters Score -140680 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -140724.859375 Penalty: 2284.165527
	Iteration 3Q: 3 clusters Score -140724.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -140744.359375 Penalty: 2284.165527
	Iteration 4Q: 3 clusters Score -140744.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -140758.968750 Penalty: 2284.165527
	Iteration 5Q: 3 clusters Score -140759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -140771.359375 Penalty: 2284.165527
	Iteration 6Q: 3 clusters Score -140771.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -140783.093750 Penalty: 2284.165527
	Iteration 7Q: 3 clusters Score -140783.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -140790.421875 Penalty: 2284.165527
	Iteration 8Q: 3 clusters Score -140790.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -140800.687500 Penalty: 2284.165527
	Iteration 9Q: 3 clusters Score -140800.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -140817.562500 Penalty: 2284.165527
	Iteration 10Q: 3 clusters Score -140817.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -140838.250000 Penalty: 2284.165527
	Iteration 11Q: 3 clusters Score -140838.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -140866.656250 Penalty: 2284.165527
	Iteration 12Q: 3 clusters Score -140866.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -140896.062500 Penalty: 2284.165527
	Iteration 13Q: 3 clusters Score -140896.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -140927.328125 Penalty: 2284.165527
	Iteration 14Q: 3 clusters Score -140927.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -140946.609375 Penalty: 2284.165527
	Iteration 15Q: 3 clusters Score -140946.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -140980.421875 Penalty: 2284.165527
	Iteration 16Q: 3 clusters Score -140980.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -141007.906250 Penalty: 2284.165527
	Iteration 17Q: 3 clusters Score -141007.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -141032.421875 Penalty: 2284.165527
	Iteration 18Q: 3 clusters Score -141032.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -141067.250000 Penalty: 2284.165527
	Iteration 19Q: 3 clusters Score -141067.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -141100.343750 Penalty: 2284.165527
	Iteration 20F: 3 clusters Score -141100.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -141153.421875 Penalty: 2284.165527
	Iteration 21Q: 3 clusters Score -141153.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -141207.593750 Penalty: 2284.165527
	Iteration 22Q: 3 clusters Score -141207.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -141256.234375 Penalty: 2284.165527
	Iteration 23Q: 3 clusters Score -141256.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -141290.937500 Penalty: 2284.165527
	Iteration 24Q: 3 clusters Score -141290.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -141307.968750 Penalty: 2284.165527
	Iteration 25Q: 3 clusters Score -141308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -141324.234375 Penalty: 2284.165527
	Iteration 26Q: 3 clusters Score -141324.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -141342.796875 Penalty: 2284.165527
	Iteration 27Q: 3 clusters Score -141342.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -141351.781250 Penalty: 2284.165527
	Iteration 28Q: 3 clusters Score -141351.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -141362.796875 Penalty: 2284.165527
	Iteration 29Q: 3 clusters Score -141362.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -141365.578125 Penalty: 2284.165527
	Iteration 30Q: 3 clusters Score -141365.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -141367.000000 Penalty: 2284.165527
	Iteration 31Q: 3 clusters Score -141367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -141367.000000 Penalty: 2284.165527
	Iteration 32F: 3 clusters Score -141367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (22625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Entering Unmasked Estep 
Score: -3459631.000000 Penalty: 1629.356689
	Iteration 0F: 2 clusters Score -3459631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -3445572.250000 Penalty: 3258.713379
	Iteration 0F: 3 clusters Score -3445572 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -3451191.500000 Penalty: 3258.713379
	Iteration 1F: 3 clusters Score -3451192 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -3451534.500000 Penalty: 3258.713379
	Iteration 2Q: 3 clusters Score -3451534 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -3451824.500000 Penalty: 3258.713379
	Iteration 3Q: 3 clusters Score -3451824 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -3452092.250000 Penalty: 3258.713379
	Iteration 4Q: 3 clusters Score -3452092 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3452308.750000 Penalty: 3258.713379
	Iteration 5Q: 3 clusters Score -3452309 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -3452521.250000 Penalty: 3258.713379
	Iteration 6Q: 3 clusters Score -3452521 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -3452728.500000 Penalty: 3258.713379
	Iteration 7Q: 3 clusters Score -3452728 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -3452977.000000 Penalty: 3258.713379
	Iteration 8Q: 3 clusters Score -3452977 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -3453279.750000 Penalty: 3258.713379
	Iteration 9Q: 3 clusters Score -3453280 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -3453715.000000 Penalty: 3258.713379
	Iteration 10Q: 3 clusters Score -3453715 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -3454264.750000 Penalty: 3258.713379
	Iteration 11F: 3 clusters Score -3454265 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -3455055.500000 Penalty: 3258.713379
	Iteration 12F: 3 clusters Score -3455056 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -3455975.750000 Penalty: 3258.713379
	Iteration 13F: 3 clusters Score -3455976 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3456823.750000 Penalty: 3258.713379
	Iteration 14F: 3 clusters Score -3456824 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3457384.750000 Penalty: 3258.713379
	Iteration 15Q: 3 clusters Score -3457385 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3457729.250000 Penalty: 3258.713379
	Iteration 16Q: 3 clusters Score -3457729 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3457921.000000 Penalty: 3258.713379
	Iteration 17Q: 3 clusters Score -3457921 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3458065.250000 Penalty: 3258.713379
	Iteration 18Q: 3 clusters Score -3458065 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3458158.000000 Penalty: 3258.713379
	Iteration 19Q: 3 clusters Score -3458158 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3458206.250000 Penalty: 3258.713379
	Iteration 20F: 3 clusters Score -3458206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3458237.250000 Penalty: 3258.713379
	Iteration 21Q: 3 clusters Score -3458237 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3458260.250000 Penalty: 3258.713379
	Iteration 22Q: 3 clusters Score -3458260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3458277.000000 Penalty: 3258.713379
	Iteration 23Q: 3 clusters Score -3458277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3458277.250000 Penalty: 3258.713379
	Iteration 24Q: 3 clusters Score -3458277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3458285.000000 Penalty: 3258.713379
	Iteration 25Q: 3 clusters Score -3458285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3458288.000000 Penalty: 3258.713379
	Iteration 26Q: 3 clusters Score -3458288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3458289.750000 Penalty: 3258.713379
	Iteration 27Q: 3 clusters Score -3458290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3458292.500000 Penalty: 3258.713379
	Iteration 28Q: 3 clusters Score -3458292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3458288.750000 Penalty: 3258.713379
	Iteration 29Q: 3 clusters Score -3458289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3458288.500000 Penalty: 3258.713379
	Iteration 30Q: 3 clusters Score -3458288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3458288.500000 Penalty: 3258.713379
	Iteration 31F: 3 clusters Score -3458288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (7899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Entering Unmasked Estep 
Score: -1196550.750000 Penalty: 1458.354858
	Iteration 0F: 2 clusters Score -1196551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1190722.125000 Penalty: 2916.709717
	Iteration 0F: 3 clusters Score -1190722 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1192549.625000 Penalty: 2916.709717
	Iteration 1F: 3 clusters Score -1192550 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1192756.750000 Penalty: 2916.709717
	Iteration 2F: 3 clusters Score -1192757 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1192885.250000 Penalty: 2916.709717
	Iteration 3Q: 3 clusters Score -1192885 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1193002.250000 Penalty: 2916.709717
	Iteration 4Q: 3 clusters Score -1193002 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1193120.125000 Penalty: 2916.709717
	Iteration 5Q: 3 clusters Score -1193120 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1193216.125000 Penalty: 2916.709717
	Iteration 6Q: 3 clusters Score -1193216 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1193307.125000 Penalty: 2916.709717
	Iteration 7Q: 3 clusters Score -1193307 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1193403.250000 Penalty: 2916.709717
	Iteration 8Q: 3 clusters Score -1193403 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1193493.750000 Penalty: 2916.709717
	Iteration 9Q: 3 clusters Score -1193494 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1193585.125000 Penalty: 2916.709717
	Iteration 10Q: 3 clusters Score -1193585 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1193685.500000 Penalty: 2916.709717
	Iteration 11Q: 3 clusters Score -1193686 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1193798.750000 Penalty: 2916.709717
	Iteration 12Q: 3 clusters Score -1193799 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1193906.250000 Penalty: 2916.709717
	Iteration 13Q: 3 clusters Score -1193906 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1194038.375000 Penalty: 2916.709717
	Iteration 14Q: 3 clusters Score -1194038 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1194189.625000 Penalty: 2916.709717
	Iteration 15Q: 3 clusters Score -1194190 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1194352.375000 Penalty: 2916.709717
	Iteration 16Q: 3 clusters Score -1194352 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1194516.250000 Penalty: 2916.709717
	Iteration 17Q: 3 clusters Score -1194516 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1194652.000000 Penalty: 2916.709717
	Iteration 18Q: 3 clusters Score -1194652 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1194790.000000 Penalty: 2916.709717
	Iteration 19Q: 3 clusters Score -1194790 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1194908.125000 Penalty: 2916.709717
	Iteration 20F: 3 clusters Score -1194908 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1194993.625000 Penalty: 2916.709717
	Iteration 21Q: 3 clusters Score -1194994 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1195050.750000 Penalty: 2916.709717
	Iteration 22Q: 3 clusters Score -1195051 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1195095.875000 Penalty: 2916.709717
	Iteration 23Q: 3 clusters Score -1195096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1195123.875000 Penalty: 2916.709717
	Iteration 24Q: 3 clusters Score -1195124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1195157.250000 Penalty: 2916.709717
	Iteration 25Q: 3 clusters Score -1195157 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1195181.750000 Penalty: 2916.709717
	Iteration 26Q: 3 clusters Score -1195182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1195210.500000 Penalty: 2916.709717
	Iteration 27Q: 3 clusters Score -1195210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1195236.250000 Penalty: 2916.709717
	Iteration 28Q: 3 clusters Score -1195236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1195253.625000 Penalty: 2916.709717
	Iteration 29Q: 3 clusters Score -1195254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1195265.250000 Penalty: 2916.709717
	Iteration 30Q: 3 clusters Score -1195265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1195274.125000 Penalty: 2916.709717
	Iteration 31Q: 3 clusters Score -1195274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1195287.625000 Penalty: 2916.709717
	Iteration 32Q: 3 clusters Score -1195288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1195291.750000 Penalty: 2916.709717
	Iteration 33Q: 3 clusters Score -1195292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1195299.125000 Penalty: 2916.709717
	Iteration 34Q: 3 clusters Score -1195299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1195305.000000 Penalty: 2916.709717
	Iteration 35Q: 3 clusters Score -1195305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1195308.250000 Penalty: 2916.709717
	Iteration 36Q: 3 clusters Score -1195308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1195306.875000 Penalty: 2916.709717
	Iteration 37Q: 3 clusters Score -1195307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1195311.250000 Penalty: 2916.709717
	Iteration 38Q: 3 clusters Score -1195311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1195311.625000 Penalty: 2916.709717
	Iteration 39Q: 3 clusters Score -1195312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1195314.375000 Penalty: 2916.709717
	Iteration 40F: 3 clusters Score -1195314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1195314.000000 Penalty: 2916.709717
	Iteration 41Q: 3 clusters Score -1195314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1195313.875000 Penalty: 2916.709717
	Iteration 42Q: 3 clusters Score -1195314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1195313.875000 Penalty: 2916.709717
	Iteration 43F: 3 clusters Score -1195314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14284 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12584 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19517 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19568 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18783 members 
Mstep: Class 31 contains 19881 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15066 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6751 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5339 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18957 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15154 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16672 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15908 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23087 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6988 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6628 members 
Mstep: Class 79 contains 20629 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19035 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22625 members 
Mstep: Class 86 contains 7899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943440.000000 Penalty: 183801.937500
Iteration 319Q: 86 clusters Score -8.594344e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14291 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12583 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19519 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19562 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18784 members 
Mstep: Class 31 contains 19887 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15063 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6752 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5336 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18959 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15148 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16676 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15918 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23079 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6988 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6628 members 
Mstep: Class 79 contains 20626 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19035 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22625 members 
Mstep: Class 86 contains 7899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943352.000000 Penalty: 183801.937500
Iteration 320F: 86 clusters Score -8.594335e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14296 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12583 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19513 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19558 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8299 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19890 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15056 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6752 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5339 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18965 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15146 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16681 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15923 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23073 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6990 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6628 members 
Mstep: Class 79 contains 20628 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19029 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22625 members 
Mstep: Class 86 contains 7899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943432.000000 Penalty: 183801.937500
Iteration 321Q: 86 clusters Score -8.594343e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14298 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19508 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19554 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8299 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19894 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15051 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6752 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5342 members 
Mstep: Class 49 contains 14569 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18974 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15145 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16688 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15929 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23063 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6992 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6628 members 
Mstep: Class 79 contains 20631 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19019 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22625 members 
Mstep: Class 86 contains 7900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943432.000000 Penalty: 183801.937500
Iteration 322Q: 86 clusters Score -8.594343e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14297 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19507 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19551 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8299 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19889 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1940 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15046 members 
Mstep: Class 40 contains 10007 members 
Mstep: Class 41 contains 6751 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5343 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18982 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15143 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16694 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15932 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23062 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6992 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6627 members 
Mstep: Class 79 contains 20639 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19012 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22625 members 
Mstep: Class 86 contains 7902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943440.000000 Penalty: 183801.937500
Iteration 323Q: 86 clusters Score -8.594344e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14298 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19508 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19551 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8299 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19884 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1939 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15036 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6752 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5341 members 
Mstep: Class 49 contains 14569 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18983 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15142 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16704 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15936 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23060 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 6996 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6626 members 
Mstep: Class 79 contains 20646 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19007 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22625 members 
Mstep: Class 86 contains 7903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943480.000000 Penalty: 183801.937500
Iteration 324Q: 86 clusters Score -8.594348e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14295 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19506 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19552 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19879 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1938 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15029 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6753 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5344 members 
Mstep: Class 49 contains 14569 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18985 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15141 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16712 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15941 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23059 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7002 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6624 members 
Mstep: Class 79 contains 20651 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 19001 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22625 members 
Mstep: Class 86 contains 7903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943448.000000 Penalty: 183801.937500
Iteration 325Q: 86 clusters Score -8.594345e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14292 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19496 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19555 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19878 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1937 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15021 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6754 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5347 members 
Mstep: Class 49 contains 14569 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18988 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15140 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16719 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15945 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23055 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7005 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6623 members 
Mstep: Class 79 contains 20666 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 18990 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22625 members 
Mstep: Class 86 contains 7904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943376.000000 Penalty: 183801.937500
Iteration 326Q: 86 clusters Score -8.594338e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14285 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19483 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19561 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19878 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1937 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15021 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6755 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5350 members 
Mstep: Class 49 contains 14568 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18989 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15139 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16727 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15948 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23049 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7006 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6622 members 
Mstep: Class 79 contains 20681 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 18981 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22625 members 
Mstep: Class 86 contains 7906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943432.000000 Penalty: 183801.937500
Iteration 327Q: 86 clusters Score -8.594343e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14283 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19469 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19571 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19880 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1937 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15022 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6756 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5344 members 
Mstep: Class 49 contains 14567 members 
Mstep: Class 50 contains 10392 members 
Mstep: Class 51 contains 18985 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1469 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15139 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16731 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15949 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23046 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7007 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6620 members 
Mstep: Class 79 contains 20701 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 18973 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22625 members 
Mstep: Class 86 contains 7907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943464.000000 Penalty: 183801.937500
Iteration 328Q: 86 clusters Score -8.594346e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14281 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19474 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19585 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8297 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19882 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1937 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15025 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6754 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5335 members 
Mstep: Class 49 contains 14567 members 
Mstep: Class 50 contains 10393 members 
Mstep: Class 51 contains 18976 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1469 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 15138 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16736 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15950 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23040 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7003 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6619 members 
Mstep: Class 79 contains 20710 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 18968 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22625 members 
Mstep: Class 86 contains 7907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943448.000000 Penalty: 183801.937500
Iteration 329Q: 86 clusters Score -8.594345e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14285 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19468 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19593 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19887 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1937 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15029 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6753 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5328 members 
Mstep: Class 49 contains 14567 members 
Mstep: Class 50 contains 10394 members 
Mstep: Class 51 contains 18967 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3395 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1469 members 
Mstep: Class 60 contains 17995 members 
Mstep: Class 61 contains 15138 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16739 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15955 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23035 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7001 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6616 members 
Mstep: Class 79 contains 20719 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 18964 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22625 members 
Mstep: Class 86 contains 7907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943488.000000 Penalty: 183801.937500
Iteration 330Q: 86 clusters Score -8.594349e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14282 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19465 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19602 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19889 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1937 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15028 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6753 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5322 members 
Mstep: Class 49 contains 14567 members 
Mstep: Class 50 contains 10394 members 
Mstep: Class 51 contains 18957 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1469 members 
Mstep: Class 60 contains 17994 members 
Mstep: Class 61 contains 15138 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16742 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15958 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23032 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7003 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6614 members 
Mstep: Class 79 contains 20729 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 18961 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22626 members 
Mstep: Class 86 contains 7907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943360.000000 Penalty: 183801.937500
Iteration 331Q: 86 clusters Score -8.594336e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14279 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19468 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19611 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19891 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1937 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15025 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6753 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5316 members 
Mstep: Class 49 contains 14568 members 
Mstep: Class 50 contains 10394 members 
Mstep: Class 51 contains 18950 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1469 members 
Mstep: Class 60 contains 17993 members 
Mstep: Class 61 contains 15138 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16746 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15961 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23029 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7004 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6610 members 
Mstep: Class 79 contains 20736 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 18956 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943384.000000 Penalty: 183801.937500
Iteration 332Q: 86 clusters Score -8.594338e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14277 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19462 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19621 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19898 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1937 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15028 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6754 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6211 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5309 members 
Mstep: Class 49 contains 14567 members 
Mstep: Class 50 contains 10394 members 
Mstep: Class 51 contains 18940 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1469 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15138 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16747 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15964 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23024 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7004 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6607 members 
Mstep: Class 79 contains 20747 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 18954 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943440.000000 Penalty: 183801.937500
Iteration 333Q: 86 clusters Score -8.594344e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14279 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19465 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19633 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19905 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1937 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15029 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6754 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6212 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5302 members 
Mstep: Class 49 contains 14567 members 
Mstep: Class 50 contains 10394 members 
Mstep: Class 51 contains 18923 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1469 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15138 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16748 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15967 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23021 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7004 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6601 members 
Mstep: Class 79 contains 20748 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 18956 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943392.000000 Penalty: 183801.937500
Iteration 334Q: 86 clusters Score -8.594339e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14279 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19481 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19645 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19911 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1938 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15023 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6754 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6212 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5299 members 
Mstep: Class 49 contains 14566 members 
Mstep: Class 50 contains 10394 members 
Mstep: Class 51 contains 18911 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15136 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16752 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15969 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23020 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7004 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6596 members 
Mstep: Class 79 contains 20739 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 18955 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943384.000000 Penalty: 183801.937500
Iteration 335Q: 86 clusters Score -8.594338e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14277 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19492 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19653 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19923 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1938 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15020 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6755 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6214 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5301 members 
Mstep: Class 49 contains 14566 members 
Mstep: Class 50 contains 10394 members 
Mstep: Class 51 contains 18900 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15134 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16752 members 
Mstep: Class 67 contains 2558 members 
Mstep: Class 68 contains 15972 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23017 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7005 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6585 members 
Mstep: Class 79 contains 20729 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 18957 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943336.000000 Penalty: 183801.937500
Iteration 336Q: 86 clusters Score -8.594334e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14278 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19500 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19660 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19934 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1938 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15016 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6756 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6215 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5295 members 
Mstep: Class 49 contains 14567 members 
Mstep: Class 50 contains 10394 members 
Mstep: Class 51 contains 18886 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15133 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16753 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15977 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23012 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7006 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6578 members 
Mstep: Class 79 contains 20728 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 18958 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943304.000000 Penalty: 183801.937500
Iteration 337Q: 86 clusters Score -8.59433e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19510 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19671 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19947 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1937 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15013 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6756 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6216 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5288 members 
Mstep: Class 49 contains 14567 members 
Mstep: Class 50 contains 10394 members 
Mstep: Class 51 contains 18871 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15133 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16753 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15982 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23002 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7006 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6575 members 
Mstep: Class 79 contains 20731 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 18958 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943296.000000 Penalty: 183801.937500
Iteration 338Q: 86 clusters Score -8.59433e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14277 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19519 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19675 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19959 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1936 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15011 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6757 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6217 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5280 members 
Mstep: Class 49 contains 14567 members 
Mstep: Class 50 contains 10394 members 
Mstep: Class 51 contains 18863 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15133 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16754 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15986 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 22993 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7005 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6570 members 
Mstep: Class 79 contains 20728 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 18958 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943344.000000 Penalty: 183801.937500
Iteration 339Q: 86 clusters Score -8.594334e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1290 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14282 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19516 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19681 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19976 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1936 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15010 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6761 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6220 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5277 members 
Mstep: Class 49 contains 14567 members 
Mstep: Class 50 contains 10394 members 
Mstep: Class 51 contains 18853 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15133 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16754 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15990 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 22983 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7005 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6560 members 
Mstep: Class 79 contains 20726 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 18958 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943248.000000 Penalty: 183801.937500
Iteration 340F: 86 clusters Score -8.594325e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14285 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19511 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19690 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 19989 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1936 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15013 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6760 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6223 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5271 members 
Mstep: Class 49 contains 14566 members 
Mstep: Class 50 contains 10394 members 
Mstep: Class 51 contains 18842 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15133 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16755 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15993 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 22973 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7007 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6553 members 
Mstep: Class 79 contains 20728 members 
Mstep: Class 80 contains 9402 members 
Mstep: Class 81 contains 18956 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943168.000000 Penalty: 183801.937500
Iteration 341Q: 86 clusters Score -8.594317e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14286 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19520 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19697 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 20001 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1936 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15014 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 6760 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6223 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5270 members 
Mstep: Class 49 contains 14565 members 
Mstep: Class 50 contains 10394 members 
Mstep: Class 51 contains 18832 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7725 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15133 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1392 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16756 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15996 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 22965 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7009 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6548 members 
Mstep: Class 79 contains 20716 members 
Mstep: Class 80 contains 9403 members 
Mstep: Class 81 contains 18956 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943184.000000 Penalty: 183801.937500
Iteration 342Q: 86 clusters Score -8.594318e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14290 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19523 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19707 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 20005 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1936 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15015 members 
Mstep: Class 40 contains 10005 members 
Mstep: Class 41 contains 6762 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6224 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5263 members 
Mstep: Class 49 contains 14565 members 
Mstep: Class 50 contains 10394 members 
Mstep: Class 51 contains 18820 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7724 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15133 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1393 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16756 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15997 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 22966 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7009 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6542 members 
Mstep: Class 79 contains 20713 members 
Mstep: Class 80 contains 9404 members 
Mstep: Class 81 contains 18957 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943144.000000 Penalty: 183801.937500
Iteration 343Q: 86 clusters Score -8.594314e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14292 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19530 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19717 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 20010 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1936 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15014 members 
Mstep: Class 40 contains 10003 members 
Mstep: Class 41 contains 6762 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6224 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5263 members 
Mstep: Class 49 contains 14566 members 
Mstep: Class 50 contains 10394 members 
Mstep: Class 51 contains 18807 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7724 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15134 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16756 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 15999 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 22963 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7008 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6538 members 
Mstep: Class 79 contains 20705 members 
Mstep: Class 80 contains 9406 members 
Mstep: Class 81 contains 18958 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943264.000000 Penalty: 183801.937500
Iteration 344Q: 86 clusters Score -8.594326e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14292 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19535 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19730 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 20016 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1936 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15011 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6761 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6224 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5261 members 
Mstep: Class 49 contains 14566 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18790 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7724 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15135 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16756 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16003 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 22962 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7008 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6533 members 
Mstep: Class 79 contains 20706 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18958 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943312.000000 Penalty: 183801.937500
Iteration 345Q: 86 clusters Score -8.594331e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14292 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19543 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19746 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 20022 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1936 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15006 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6761 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6224 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5257 members 
Mstep: Class 49 contains 14566 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18774 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7724 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15133 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16756 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16005 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 22961 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7008 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6528 members 
Mstep: Class 79 contains 20707 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18960 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943200.000000 Penalty: 183801.937500
Iteration 346Q: 86 clusters Score -8.59432e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14292 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12583 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19547 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 20027 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1936 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15003 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6761 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6224 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5259 members 
Mstep: Class 49 contains 14565 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18755 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7724 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15125 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16757 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16008 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 22962 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7009 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6522 members 
Mstep: Class 79 contains 20705 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18967 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943208.000000 Penalty: 183801.937500
Iteration 347Q: 86 clusters Score -8.594321e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14292 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12583 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19550 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19777 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 20029 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1936 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15000 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6760 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6224 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5263 members 
Mstep: Class 49 contains 14566 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18738 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7724 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3399 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15119 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16757 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16012 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 22969 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7008 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6512 members 
Mstep: Class 79 contains 20702 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18969 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943160.000000 Penalty: 183801.937500
Iteration 348Q: 86 clusters Score -8.594316e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14291 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12583 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19558 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19788 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 20031 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1936 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15000 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6760 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6224 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5266 members 
Mstep: Class 49 contains 14566 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18722 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7724 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15118 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16757 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16019 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 22974 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7007 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6505 members 
Mstep: Class 79 contains 20693 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18969 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943184.000000 Penalty: 183801.937500
Iteration 349Q: 86 clusters Score -8.594318e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14285 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12583 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19570 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19797 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 20033 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1936 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 14998 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6759 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6225 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5273 members 
Mstep: Class 49 contains 14566 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18713 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7724 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15115 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16756 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16023 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 22982 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7007 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6495 members 
Mstep: Class 79 contains 20683 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18969 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943184.000000 Penalty: 183801.937500
Iteration 350Q: 86 clusters Score -8.594318e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14283 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12583 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19584 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19805 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 20033 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1936 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 14993 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6761 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6229 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5276 members 
Mstep: Class 49 contains 14568 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18707 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7724 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15114 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16756 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16026 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 22992 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7008 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6479 members 
Mstep: Class 79 contains 20670 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18964 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943224.000000 Penalty: 183801.937500
Iteration 351Q: 86 clusters Score -8.594322e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14284 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12583 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19596 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19812 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 20035 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1936 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 14993 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6761 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6234 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5276 members 
Mstep: Class 49 contains 14568 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18698 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7724 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15117 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16756 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16030 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 22996 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7009 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6468 members 
Mstep: Class 79 contains 20656 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18961 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943224.000000 Penalty: 183801.937500
Iteration 352Q: 86 clusters Score -8.594322e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14281 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12585 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19612 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19815 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 20036 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1936 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 14990 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6760 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6239 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5275 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18692 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7724 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15120 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16756 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16034 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21888 members 
Mstep: Class 71 contains 23002 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7009 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6453 members 
Mstep: Class 79 contains 20647 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18959 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943232.000000 Penalty: 183801.937500
Iteration 353Q: 86 clusters Score -8.594323e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14278 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19623 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19823 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 20038 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1936 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 14986 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6761 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6241 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5269 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18683 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7724 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15123 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16755 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16036 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21887 members 
Mstep: Class 71 contains 23008 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7010 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6439 members 
Mstep: Class 79 contains 20647 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18957 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22628 members 
Mstep: Class 86 contains 7906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943200.000000 Penalty: 183801.937500
Iteration 354Q: 86 clusters Score -8.59432e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14279 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12593 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19623 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19831 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18787 members 
Mstep: Class 31 contains 20040 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1936 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 14989 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6761 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6243 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5266 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18672 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7724 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15124 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16755 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16038 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21887 members 
Mstep: Class 71 contains 23018 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7010 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6421 members 
Mstep: Class 79 contains 20647 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18957 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943176.000000 Penalty: 183801.937500
Iteration 355Q: 86 clusters Score -8.594318e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14277 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12596 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19629 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19840 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18788 members 
Mstep: Class 31 contains 20042 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1936 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 14987 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6761 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6246 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5261 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18658 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7724 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15127 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16756 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16039 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21886 members 
Mstep: Class 71 contains 23024 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7010 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6406 members 
Mstep: Class 79 contains 20650 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18959 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943160.000000 Penalty: 183801.937500
Iteration 356Q: 86 clusters Score -8.594316e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12598 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19635 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19844 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18790 members 
Mstep: Class 31 contains 20047 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 14986 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6760 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6248 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5261 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18650 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7724 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15128 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16755 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16044 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21885 members 
Mstep: Class 71 contains 23033 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7010 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6389 members 
Mstep: Class 79 contains 20649 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18957 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943128.000000 Penalty: 183801.937500
Iteration 357Q: 86 clusters Score -8.594313e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14272 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12602 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19638 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19852 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18791 members 
Mstep: Class 31 contains 20046 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 14987 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6760 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6250 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5259 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18642 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7725 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15128 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16758 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16044 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21884 members 
Mstep: Class 71 contains 23046 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7010 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6369 members 
Mstep: Class 79 contains 20649 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18956 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943064.000000 Penalty: 183801.937500
Iteration 358Q: 86 clusters Score -8.594306e+07 nChanged 77
Entering ConstructFrom: 
Score: -85943064.000000 Penalty: 183801.937500
Entering ConstructFrom: 
Trying to split cluster 1 (3584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Entering Unmasked Estep 
Score: -487665.093750 Penalty: 1329.938110
	Iteration 0F: 2 clusters Score -487665.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -484584.093750 Penalty: 2659.876221
	Iteration 0F: 3 clusters Score -484584.1 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -485484.343750 Penalty: 2659.876221
	Iteration 1F: 3 clusters Score -485484.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -485773.468750 Penalty: 2659.876221
	Iteration 2F: 3 clusters Score -485773.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -486020.937500 Penalty: 2659.876221
	Iteration 3F: 3 clusters Score -486020.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -486267.343750 Penalty: 2659.876221
	Iteration 4F: 3 clusters Score -486267.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -486521.281250 Penalty: 2659.876221
	Iteration 5F: 3 clusters Score -486521.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -486767.031250 Penalty: 2659.876221
	Iteration 6F: 3 clusters Score -486767 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -486917.125000 Penalty: 2659.876221
	Iteration 7Q: 3 clusters Score -486917.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -487014.406250 Penalty: 2659.876221
	Iteration 8Q: 3 clusters Score -487014.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -487069.281250 Penalty: 2659.876221
	Iteration 9Q: 3 clusters Score -487069.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -487092.500000 Penalty: 2659.876221
	Iteration 10Q: 3 clusters Score -487092.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -487102.125000 Penalty: 2659.876221
	Iteration 11Q: 3 clusters Score -487102.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -487111.125000 Penalty: 2659.876221
	Iteration 12Q: 3 clusters Score -487111.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -487119.218750 Penalty: 2659.876221
	Iteration 13Q: 3 clusters Score -487119.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -487122.468750 Penalty: 2659.876221
	Iteration 14Q: 3 clusters Score -487122.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -487128.343750 Penalty: 2659.876221
	Iteration 15Q: 3 clusters Score -487128.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -487129.593750 Penalty: 2659.876221
	Iteration 16Q: 3 clusters Score -487129.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -487129.812500 Penalty: 2659.876221
	Iteration 17Q: 3 clusters Score -487129.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -487133.125000 Penalty: 2659.876221
	Iteration 18Q: 3 clusters Score -487133.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -487134.718750 Penalty: 2659.876221
	Iteration 19Q: 3 clusters Score -487134.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -487135.468750 Penalty: 2659.876221
	Iteration 20F: 3 clusters Score -487135.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -487136.375000 Penalty: 2659.876221
	Iteration 21Q: 3 clusters Score -487136.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -487136.875000 Penalty: 2659.876221
	Iteration 22Q: 3 clusters Score -487136.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -487137.375000 Penalty: 2659.876221
	Iteration 23Q: 3 clusters Score -487137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -487138.093750 Penalty: 2659.876221
	Iteration 24Q: 3 clusters Score -487138.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -487138.093750 Penalty: 2659.876221
	Iteration 25F: 3 clusters Score -487138.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -190769.984375 Penalty: 1164.015503
	Iteration 0F: 2 clusters Score -190770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -189114.812500 Penalty: 2328.031006
	Iteration 0F: 3 clusters Score -189114.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -189448.281250 Penalty: 2328.031006
	Iteration 1F: 3 clusters Score -189448.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -189550.500000 Penalty: 2328.031006
	Iteration 2F: 3 clusters Score -189550.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -189601.984375 Penalty: 2328.031006
	Iteration 3Q: 3 clusters Score -189602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -189634.812500 Penalty: 2328.031006
	Iteration 4Q: 3 clusters Score -189634.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -189651.640625 Penalty: 2328.031006
	Iteration 5Q: 3 clusters Score -189651.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -189666.671875 Penalty: 2328.031006
	Iteration 6Q: 3 clusters Score -189666.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -189675.406250 Penalty: 2328.031006
	Iteration 7Q: 3 clusters Score -189675.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -189682.265625 Penalty: 2328.031006
	Iteration 8Q: 3 clusters Score -189682.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -189687.312500 Penalty: 2328.031006
	Iteration 9Q: 3 clusters Score -189687.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -189691.000000 Penalty: 2328.031006
	Iteration 10Q: 3 clusters Score -189691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -189691.828125 Penalty: 2328.031006
	Iteration 11Q: 3 clusters Score -189691.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -189691.828125 Penalty: 2328.031006
	Iteration 12F: 3 clusters Score -189691.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Entering Unmasked Estep 
Score: -1041723.750000 Penalty: 1442.914307
	Iteration 0F: 2 clusters Score -1041724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1036310.625000 Penalty: 2885.828613
	Iteration 0F: 3 clusters Score -1036311 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1038278.562500 Penalty: 2885.828613
	Iteration 1F: 3 clusters Score -1038279 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1038702.000000 Penalty: 2885.828613
	Iteration 2F: 3 clusters Score -1038702 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1038960.062500 Penalty: 2885.828613
	Iteration 3F: 3 clusters Score -1038960 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1039135.125000 Penalty: 2885.828613
	Iteration 4Q: 3 clusters Score -1039135 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1039257.000000 Penalty: 2885.828613
	Iteration 5Q: 3 clusters Score -1039257 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1039357.812500 Penalty: 2885.828613
	Iteration 6Q: 3 clusters Score -1039358 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1039452.750000 Penalty: 2885.828613
	Iteration 7Q: 3 clusters Score -1039453 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1039530.875000 Penalty: 2885.828613
	Iteration 8Q: 3 clusters Score -1039531 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1039586.500000 Penalty: 2885.828613
	Iteration 9Q: 3 clusters Score -1039586 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1039627.875000 Penalty: 2885.828613
	Iteration 10Q: 3 clusters Score -1039628 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1039659.437500 Penalty: 2885.828613
	Iteration 11Q: 3 clusters Score -1039659 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1039695.312500 Penalty: 2885.828613
	Iteration 12Q: 3 clusters Score -1039695 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1039726.562500 Penalty: 2885.828613
	Iteration 13Q: 3 clusters Score -1039727 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1039763.500000 Penalty: 2885.828613
	Iteration 14Q: 3 clusters Score -1039764 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1039793.937500 Penalty: 2885.828613
	Iteration 15Q: 3 clusters Score -1039794 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1039838.187500 Penalty: 2885.828613
	Iteration 16Q: 3 clusters Score -1039838 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1039884.500000 Penalty: 2885.828613
	Iteration 17Q: 3 clusters Score -1039884 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1039923.250000 Penalty: 2885.828613
	Iteration 18Q: 3 clusters Score -1039923 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1039979.500000 Penalty: 2885.828613
	Iteration 19Q: 3 clusters Score -1039980 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1040060.187500 Penalty: 2885.828613
	Iteration 20F: 3 clusters Score -1040060 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1040163.500000 Penalty: 2885.828613
	Iteration 21Q: 3 clusters Score -1040164 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1040288.500000 Penalty: 2885.828613
	Iteration 22Q: 3 clusters Score -1040288 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1040455.000000 Penalty: 2885.828613
	Iteration 23Q: 3 clusters Score -1040455 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1040589.125000 Penalty: 2885.828613
	Iteration 24Q: 3 clusters Score -1040589 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1040691.625000 Penalty: 2885.828613
	Iteration 25Q: 3 clusters Score -1040692 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1040748.250000 Penalty: 2885.828613
	Iteration 26Q: 3 clusters Score -1040748 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1040786.687500 Penalty: 2885.828613
	Iteration 27Q: 3 clusters Score -1040787 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1040807.937500 Penalty: 2885.828613
	Iteration 28Q: 3 clusters Score -1040808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1040822.812500 Penalty: 2885.828613
	Iteration 29Q: 3 clusters Score -1040823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1040831.500000 Penalty: 2885.828613
	Iteration 30Q: 3 clusters Score -1040832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1040841.937500 Penalty: 2885.828613
	Iteration 31Q: 3 clusters Score -1040842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1040846.937500 Penalty: 2885.828613
	Iteration 32Q: 3 clusters Score -1040847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1040857.250000 Penalty: 2885.828613
	Iteration 33Q: 3 clusters Score -1040857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1040862.125000 Penalty: 2885.828613
	Iteration 34Q: 3 clusters Score -1040862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1040865.000000 Penalty: 2885.828613
	Iteration 35Q: 3 clusters Score -1040865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1040871.937500 Penalty: 2885.828613
	Iteration 36Q: 3 clusters Score -1040872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1040876.937500 Penalty: 2885.828613
	Iteration 37Q: 3 clusters Score -1040877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1040880.750000 Penalty: 2885.828613
	Iteration 38Q: 3 clusters Score -1040881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1040883.250000 Penalty: 2885.828613
	Iteration 39Q: 3 clusters Score -1040883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1040885.500000 Penalty: 2885.828613
	Iteration 40F: 3 clusters Score -1040886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1040884.875000 Penalty: 2885.828613
	Iteration 41Q: 3 clusters Score -1040885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1040888.562500 Penalty: 2885.828613
	Iteration 42Q: 3 clusters Score -1040889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1040889.625000 Penalty: 2885.828613
	Iteration 43Q: 3 clusters Score -1040890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1040890.937500 Penalty: 2885.828613
	Iteration 44Q: 3 clusters Score -1040891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1040893.250000 Penalty: 2885.828613
	Iteration 45Q: 3 clusters Score -1040893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1040897.562500 Penalty: 2885.828613
	Iteration 46Q: 3 clusters Score -1040898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1040904.500000 Penalty: 2885.828613
	Iteration 47Q: 3 clusters Score -1040904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1040906.937500 Penalty: 2885.828613
	Iteration 48Q: 3 clusters Score -1040907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1040911.562500 Penalty: 2885.828613
	Iteration 49Q: 3 clusters Score -1040912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1040914.875000 Penalty: 2885.828613
	Iteration 50Q: 3 clusters Score -1040915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1040921.687500 Penalty: 2885.828613
	Iteration 51Q: 3 clusters Score -1040922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1040919.937500 Penalty: 2885.828613
	Iteration 52Q: 3 clusters Score -1040920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1040925.000000 Penalty: 2885.828613
	Iteration 53Q: 3 clusters Score -1040925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1040927.875000 Penalty: 2885.828613
	Iteration 54Q: 3 clusters Score -1040928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1040931.125000 Penalty: 2885.828613
	Iteration 55Q: 3 clusters Score -1040931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1040933.625000 Penalty: 2885.828613
	Iteration 56Q: 3 clusters Score -1040934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1040940.250000 Penalty: 2885.828613
	Iteration 57Q: 3 clusters Score -1040940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1040952.187500 Penalty: 2885.828613
	Iteration 58Q: 3 clusters Score -1040952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1040962.187500 Penalty: 2885.828613
	Iteration 59Q: 3 clusters Score -1040962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1040972.062500 Penalty: 2885.828613
	Iteration 60F: 3 clusters Score -1040972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1040991.625000 Penalty: 2885.828613
	Iteration 61Q: 3 clusters Score -1040992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1041003.937500 Penalty: 2885.828613
	Iteration 62Q: 3 clusters Score -1041004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1041012.625000 Penalty: 2885.828613
	Iteration 63Q: 3 clusters Score -1041013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1041019.875000 Penalty: 2885.828613
	Iteration 64Q: 3 clusters Score -1041020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1041030.125000 Penalty: 2885.828613
	Iteration 65Q: 3 clusters Score -1041030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1041036.062500 Penalty: 2885.828613
	Iteration 66Q: 3 clusters Score -1041036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1041043.375000 Penalty: 2885.828613
	Iteration 67Q: 3 clusters Score -1041043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1041046.875000 Penalty: 2885.828613
	Iteration 68Q: 3 clusters Score -1041047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1041050.250000 Penalty: 2885.828613
	Iteration 69Q: 3 clusters Score -1041050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1041055.750000 Penalty: 2885.828613
	Iteration 70Q: 3 clusters Score -1041056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1041057.187500 Penalty: 2885.828613
	Iteration 71Q: 3 clusters Score -1041057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1041060.187500 Penalty: 2885.828613
	Iteration 72Q: 3 clusters Score -1041060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1041063.500000 Penalty: 2885.828613
	Iteration 73Q: 3 clusters Score -1041064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1041071.625000 Penalty: 2885.828613
	Iteration 74Q: 3 clusters Score -1041072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1041082.250000 Penalty: 2885.828613
	Iteration 75Q: 3 clusters Score -1041082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1041091.625000 Penalty: 2885.828613
	Iteration 76Q: 3 clusters Score -1041092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1041098.000000 Penalty: 2885.828613
	Iteration 77Q: 3 clusters Score -1041098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1041106.250000 Penalty: 2885.828613
	Iteration 78Q: 3 clusters Score -1041106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1041117.750000 Penalty: 2885.828613
	Iteration 79Q: 3 clusters Score -1041118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1041127.437500 Penalty: 2885.828613
	Iteration 80F: 3 clusters Score -1041127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1041137.562500 Penalty: 2885.828613
	Iteration 81Q: 3 clusters Score -1041138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1041145.750000 Penalty: 2885.828613
	Iteration 82Q: 3 clusters Score -1041146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1041155.625000 Penalty: 2885.828613
	Iteration 83Q: 3 clusters Score -1041156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1041161.750000 Penalty: 2885.828613
	Iteration 84Q: 3 clusters Score -1041162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1041167.812500 Penalty: 2885.828613
	Iteration 85Q: 3 clusters Score -1041168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1041172.812500 Penalty: 2885.828613
	Iteration 86Q: 3 clusters Score -1041173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1041173.937500 Penalty: 2885.828613
	Iteration 87Q: 3 clusters Score -1041174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1041177.187500 Penalty: 2885.828613
	Iteration 88Q: 3 clusters Score -1041177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1041182.562500 Penalty: 2885.828613
	Iteration 89Q: 3 clusters Score -1041183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1041184.312500 Penalty: 2885.828613
	Iteration 90Q: 3 clusters Score -1041184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1041184.625000 Penalty: 2885.828613
	Iteration 91Q: 3 clusters Score -1041185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1041184.937500 Penalty: 2885.828613
	Iteration 92Q: 3 clusters Score -1041185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1041184.937500 Penalty: 2885.828613
	Iteration 93Q: 3 clusters Score -1041185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1041187.437500 Penalty: 2885.828613
	Iteration 94Q: 3 clusters Score -1041187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1041188.000000 Penalty: 2885.828613
	Iteration 95Q: 3 clusters Score -1041188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1041190.437500 Penalty: 2885.828613
	Iteration 96Q: 3 clusters Score -1041190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1041193.875000 Penalty: 2885.828613
	Iteration 97Q: 3 clusters Score -1041194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1041192.312500 Penalty: 2885.828613
	Iteration 98Q: 3 clusters Score -1041192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1041193.437500 Penalty: 2885.828613
	Iteration 99Q: 3 clusters Score -1041193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1041192.375000 Penalty: 2885.828613
	Iteration 100F: 3 clusters Score -1041192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Entering Unmasked Estep 
Score: -1900026.875000 Penalty: 1546.622681
	Iteration 0F: 2 clusters Score -1900027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1890638.000000 Penalty: 3093.245361
	Iteration 0F: 3 clusters Score -1890638 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1893927.125000 Penalty: 3093.245361
	Iteration 1F: 3 clusters Score -1893927 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1894375.500000 Penalty: 3093.245361
	Iteration 2F: 3 clusters Score -1894376 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1894861.250000 Penalty: 3093.245361
	Iteration 3F: 3 clusters Score -1894861 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1895363.250000 Penalty: 3093.245361
	Iteration 4F: 3 clusters Score -1895363 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1895872.500000 Penalty: 3093.245361
	Iteration 5F: 3 clusters Score -1895872 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1896410.125000 Penalty: 3093.245361
	Iteration 6F: 3 clusters Score -1896410 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1896875.875000 Penalty: 3093.245361
	Iteration 7F: 3 clusters Score -1896876 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1897197.875000 Penalty: 3093.245361
	Iteration 8Q: 3 clusters Score -1897198 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1897422.125000 Penalty: 3093.245361
	Iteration 9Q: 3 clusters Score -1897422 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1897569.625000 Penalty: 3093.245361
	Iteration 10Q: 3 clusters Score -1897570 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1897697.625000 Penalty: 3093.245361
	Iteration 11Q: 3 clusters Score -1897698 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1897794.625000 Penalty: 3093.245361
	Iteration 12Q: 3 clusters Score -1897795 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1897869.125000 Penalty: 3093.245361
	Iteration 13Q: 3 clusters Score -1897869 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1897926.375000 Penalty: 3093.245361
	Iteration 14Q: 3 clusters Score -1897926 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1897975.000000 Penalty: 3093.245361
	Iteration 15Q: 3 clusters Score -1897975 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1898015.875000 Penalty: 3093.245361
	Iteration 16Q: 3 clusters Score -1898016 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1898055.375000 Penalty: 3093.245361
	Iteration 17Q: 3 clusters Score -1898055 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1898087.375000 Penalty: 3093.245361
	Iteration 18Q: 3 clusters Score -1898087 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1898121.000000 Penalty: 3093.245361
	Iteration 19Q: 3 clusters Score -1898121 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1898143.375000 Penalty: 3093.245361
	Iteration 20F: 3 clusters Score -1898143 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1898171.000000 Penalty: 3093.245361
	Iteration 21Q: 3 clusters Score -1898171 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1898196.000000 Penalty: 3093.245361
	Iteration 22Q: 3 clusters Score -1898196 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1898223.000000 Penalty: 3093.245361
	Iteration 23Q: 3 clusters Score -1898223 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1898251.125000 Penalty: 3093.245361
	Iteration 24Q: 3 clusters Score -1898251 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1898291.750000 Penalty: 3093.245361
	Iteration 25Q: 3 clusters Score -1898292 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1898327.875000 Penalty: 3093.245361
	Iteration 26Q: 3 clusters Score -1898328 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1898366.875000 Penalty: 3093.245361
	Iteration 27Q: 3 clusters Score -1898367 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1898393.500000 Penalty: 3093.245361
	Iteration 28Q: 3 clusters Score -1898394 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1898433.625000 Penalty: 3093.245361
	Iteration 29Q: 3 clusters Score -1898434 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1898472.375000 Penalty: 3093.245361
	Iteration 30Q: 3 clusters Score -1898472 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1898513.750000 Penalty: 3093.245361
	Iteration 31Q: 3 clusters Score -1898514 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1898559.625000 Penalty: 3093.245361
	Iteration 32Q: 3 clusters Score -1898560 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1898600.000000 Penalty: 3093.245361
	Iteration 33Q: 3 clusters Score -1898600 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1898651.000000 Penalty: 3093.245361
	Iteration 34Q: 3 clusters Score -1898651 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1898716.625000 Penalty: 3093.245361
	Iteration 35Q: 3 clusters Score -1898717 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1898768.500000 Penalty: 3093.245361
	Iteration 36Q: 3 clusters Score -1898768 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1898815.250000 Penalty: 3093.245361
	Iteration 37Q: 3 clusters Score -1898815 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1898863.125000 Penalty: 3093.245361
	Iteration 38Q: 3 clusters Score -1898863 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1898903.125000 Penalty: 3093.245361
	Iteration 39Q: 3 clusters Score -1898903 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1898935.375000 Penalty: 3093.245361
	Iteration 40F: 3 clusters Score -1898935 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1898961.750000 Penalty: 3093.245361
	Iteration 41Q: 3 clusters Score -1898962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1898989.750000 Penalty: 3093.245361
	Iteration 42Q: 3 clusters Score -1898990 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1899009.500000 Penalty: 3093.245361
	Iteration 43Q: 3 clusters Score -1899010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1899019.750000 Penalty: 3093.245361
	Iteration 44Q: 3 clusters Score -1899020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1899028.875000 Penalty: 3093.245361
	Iteration 45Q: 3 clusters Score -1899029 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1899042.125000 Penalty: 3093.245361
	Iteration 46Q: 3 clusters Score -1899042 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1899057.000000 Penalty: 3093.245361
	Iteration 47Q: 3 clusters Score -1899057 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1899071.625000 Penalty: 3093.245361
	Iteration 48Q: 3 clusters Score -1899072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1899077.625000 Penalty: 3093.245361
	Iteration 49Q: 3 clusters Score -1899078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1899088.125000 Penalty: 3093.245361
	Iteration 50Q: 3 clusters Score -1899088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1899097.750000 Penalty: 3093.245361
	Iteration 51Q: 3 clusters Score -1899098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1899102.375000 Penalty: 3093.245361
	Iteration 52Q: 3 clusters Score -1899102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1899109.500000 Penalty: 3093.245361
	Iteration 53Q: 3 clusters Score -1899110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1899108.000000 Penalty: 3093.245361
	Iteration 54Q: 3 clusters Score -1899108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1899122.125000 Penalty: 3093.245361
	Iteration 55Q: 3 clusters Score -1899122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1899129.500000 Penalty: 3093.245361
	Iteration 56Q: 3 clusters Score -1899130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1899136.500000 Penalty: 3093.245361
	Iteration 57Q: 3 clusters Score -1899136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1899141.500000 Penalty: 3093.245361
	Iteration 58Q: 3 clusters Score -1899142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1899144.375000 Penalty: 3093.245361
	Iteration 59Q: 3 clusters Score -1899144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1899148.250000 Penalty: 3093.245361
	Iteration 60F: 3 clusters Score -1899148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1899151.125000 Penalty: 3093.245361
	Iteration 61Q: 3 clusters Score -1899151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1899154.375000 Penalty: 3093.245361
	Iteration 62Q: 3 clusters Score -1899154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1899157.500000 Penalty: 3093.245361
	Iteration 63Q: 3 clusters Score -1899158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1899158.625000 Penalty: 3093.245361
	Iteration 64Q: 3 clusters Score -1899159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1899157.750000 Penalty: 3093.245361
	Iteration 65Q: 3 clusters Score -1899158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1899157.750000 Penalty: 3093.245361
	Iteration 66Q: 3 clusters Score -1899158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1899158.375000 Penalty: 3093.245361
	Iteration 67Q: 3 clusters Score -1899158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1899161.250000 Penalty: 3093.245361
	Iteration 68Q: 3 clusters Score -1899161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1899165.500000 Penalty: 3093.245361
	Iteration 69Q: 3 clusters Score -1899166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1899163.125000 Penalty: 3093.245361
	Iteration 70Q: 3 clusters Score -1899163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1899162.875000 Penalty: 3093.245361
	Iteration 71Q: 3 clusters Score -1899163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1899164.125000 Penalty: 3093.245361
	Iteration 72Q: 3 clusters Score -1899164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1899164.125000 Penalty: 3093.245361
	Iteration 73F: 3 clusters Score -1899164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Entering Unmasked Estep 
Score: -210844.984375 Penalty: 1204.083008
	Iteration 0F: 2 clusters Score -210845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -208975.890625 Penalty: 2408.166016
	Iteration 0F: 3 clusters Score -208975.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -209475.406250 Penalty: 2408.166016
	Iteration 1F: 3 clusters Score -209475.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -209766.593750 Penalty: 2408.166016
	Iteration 2F: 3 clusters Score -209766.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -210013.015625 Penalty: 2408.166016
	Iteration 3F: 3 clusters Score -210013 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -210247.578125 Penalty: 2408.166016
	Iteration 4F: 3 clusters Score -210247.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -210474.890625 Penalty: 2408.166016
	Iteration 5F: 3 clusters Score -210474.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -210673.031250 Penalty: 2408.166016
	Iteration 6F: 3 clusters Score -210673 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -210788.437500 Penalty: 2408.166016
	Iteration 7Q: 3 clusters Score -210788.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -210856.343750 Penalty: 2408.166016
	Iteration 8Q: 3 clusters Score -210856.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -210892.359375 Penalty: 2408.166016
	Iteration 9Q: 3 clusters Score -210892.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -210916.406250 Penalty: 2408.166016
	Iteration 10Q: 3 clusters Score -210916.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -210936.531250 Penalty: 2408.166016
	Iteration 11Q: 3 clusters Score -210936.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -210952.218750 Penalty: 2408.166016
	Iteration 12Q: 3 clusters Score -210952.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -210962.687500 Penalty: 2408.166016
	Iteration 13Q: 3 clusters Score -210962.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -210972.015625 Penalty: 2408.166016
	Iteration 14Q: 3 clusters Score -210972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -210979.546875 Penalty: 2408.166016
	Iteration 15Q: 3 clusters Score -210979.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -210988.203125 Penalty: 2408.166016
	Iteration 16Q: 3 clusters Score -210988.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -211000.406250 Penalty: 2408.166016
	Iteration 17Q: 3 clusters Score -211000.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -211014.609375 Penalty: 2408.166016
	Iteration 18Q: 3 clusters Score -211014.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -211023.312500 Penalty: 2408.166016
	Iteration 19Q: 3 clusters Score -211023.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -211026.890625 Penalty: 2408.166016
	Iteration 20F: 3 clusters Score -211026.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -211029.578125 Penalty: 2408.166016
	Iteration 21Q: 3 clusters Score -211029.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -211037.000000 Penalty: 2408.166016
	Iteration 22Q: 3 clusters Score -211037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -211044.109375 Penalty: 2408.166016
	Iteration 23Q: 3 clusters Score -211044.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -211047.984375 Penalty: 2408.166016
	Iteration 24Q: 3 clusters Score -211048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -211054.343750 Penalty: 2408.166016
	Iteration 25Q: 3 clusters Score -211054.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -211064.828125 Penalty: 2408.166016
	Iteration 26Q: 3 clusters Score -211064.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -211071.968750 Penalty: 2408.166016
	Iteration 27Q: 3 clusters Score -211072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -211078.250000 Penalty: 2408.166016
	Iteration 28Q: 3 clusters Score -211078.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -211080.703125 Penalty: 2408.166016
	Iteration 29Q: 3 clusters Score -211080.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -211083.218750 Penalty: 2408.166016
	Iteration 30Q: 3 clusters Score -211083.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -211089.125000 Penalty: 2408.166016
	Iteration 31Q: 3 clusters Score -211089.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -211100.234375 Penalty: 2408.166016
	Iteration 32Q: 3 clusters Score -211100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -211104.703125 Penalty: 2408.166016
	Iteration 33Q: 3 clusters Score -211104.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -211108.390625 Penalty: 2408.166016
	Iteration 34Q: 3 clusters Score -211108.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -211109.750000 Penalty: 2408.166016
	Iteration 35Q: 3 clusters Score -211109.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -211111.312500 Penalty: 2408.166016
	Iteration 36Q: 3 clusters Score -211111.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -211111.875000 Penalty: 2408.166016
	Iteration 37Q: 3 clusters Score -211111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -211112.296875 Penalty: 2408.166016
	Iteration 38Q: 3 clusters Score -211112.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -211113.093750 Penalty: 2408.166016
	Iteration 39Q: 3 clusters Score -211113.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -211113.234375 Penalty: 2408.166016
	Iteration 40F: 3 clusters Score -211113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -211114.515625 Penalty: 2408.166016
	Iteration 41Q: 3 clusters Score -211114.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -211115.843750 Penalty: 2408.166016
	Iteration 42Q: 3 clusters Score -211115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -211116.187500 Penalty: 2408.166016
	Iteration 43Q: 3 clusters Score -211116.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -211116.515625 Penalty: 2408.166016
	Iteration 44Q: 3 clusters Score -211116.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -211116.515625 Penalty: 2408.166016
	Iteration 45F: 3 clusters Score -211116.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 638 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14267 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12603 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19638 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 1014 members 
Mstep: Class 21 contains 19856 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20042 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 14986 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6762 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6256 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5258 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18634 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15128 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16763 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16047 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 23050 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7011 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6355 members 
Mstep: Class 79 contains 20653 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18957 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7906 members 
Entering Unmasked Estep 
Score: -85942472.000000 Penalty: 185964.312500
Splitting cluster 5 changes total score from -85943064.000000 to -85942472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -161215.187500 Penalty: 1163.511230
	Iteration 0F: 2 clusters Score -161215.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -159602.046875 Penalty: 2327.022461
	Iteration 0F: 3 clusters Score -159602 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -160020.828125 Penalty: 2327.022461
	Iteration 1F: 3 clusters Score -160020.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -160119.671875 Penalty: 2327.022461
	Iteration 2F: 3 clusters Score -160119.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -160178.218750 Penalty: 2327.022461
	Iteration 3Q: 3 clusters Score -160178.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -160235.343750 Penalty: 2327.022461
	Iteration 4Q: 3 clusters Score -160235.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -160284.640625 Penalty: 2327.022461
	Iteration 5Q: 3 clusters Score -160284.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -160345.359375 Penalty: 2327.022461
	Iteration 6Q: 3 clusters Score -160345.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -160414.000000 Penalty: 2327.022461
	Iteration 7Q: 3 clusters Score -160414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -160481.734375 Penalty: 2327.022461
	Iteration 8Q: 3 clusters Score -160481.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -160541.062500 Penalty: 2327.022461
	Iteration 9Q: 3 clusters Score -160541.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -160595.328125 Penalty: 2327.022461
	Iteration 10Q: 3 clusters Score -160595.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -160702.984375 Penalty: 2327.022461
	Iteration 11Q: 3 clusters Score -160703 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -160852.531250 Penalty: 2327.022461
	Iteration 12Q: 3 clusters Score -160852.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -160936.359375 Penalty: 2327.022461
	Iteration 13Q: 3 clusters Score -160936.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -160985.859375 Penalty: 2327.022461
	Iteration 14Q: 3 clusters Score -160985.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -161044.000000 Penalty: 2327.022461
	Iteration 15Q: 3 clusters Score -161044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -161094.281250 Penalty: 2327.022461
	Iteration 16Q: 3 clusters Score -161094.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -161119.281250 Penalty: 2327.022461
	Iteration 17Q: 3 clusters Score -161119.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -161129.312500 Penalty: 2327.022461
	Iteration 18Q: 3 clusters Score -161129.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -161132.671875 Penalty: 2327.022461
	Iteration 19Q: 3 clusters Score -161132.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -161137.546875 Penalty: 2327.022461
	Iteration 20F: 3 clusters Score -161137.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -161139.187500 Penalty: 2327.022461
	Iteration 21Q: 3 clusters Score -161139.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -161140.781250 Penalty: 2327.022461
	Iteration 22Q: 3 clusters Score -161140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -161142.734375 Penalty: 2327.022461
	Iteration 23Q: 3 clusters Score -161142.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -161144.984375 Penalty: 2327.022461
	Iteration 24Q: 3 clusters Score -161145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -161146.828125 Penalty: 2327.022461
	Iteration 25Q: 3 clusters Score -161146.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -161147.328125 Penalty: 2327.022461
	Iteration 26Q: 3 clusters Score -161147.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -161148.515625 Penalty: 2327.022461
	Iteration 27Q: 3 clusters Score -161148.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -161148.515625 Penalty: 2327.022461
	Iteration 28F: 3 clusters Score -161148.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -175971.875000 Penalty: 1182.328003
	Iteration 0F: 2 clusters Score -175971.9 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 724 members 
Entering Unmasked Estep 
Score: -174306.343750 Penalty: 2364.656006
	Iteration 0F: 3 clusters Score -174306.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -174748.984375 Penalty: 2364.656006
	Iteration 1F: 3 clusters Score -174749 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -174891.437500 Penalty: 2364.656006
	Iteration 2F: 3 clusters Score -174891.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -174969.437500 Penalty: 2364.656006
	Iteration 3Q: 3 clusters Score -174969.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -175025.640625 Penalty: 2364.656006
	Iteration 4Q: 3 clusters Score -175025.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -175061.234375 Penalty: 2364.656006
	Iteration 5Q: 3 clusters Score -175061.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -175100.421875 Penalty: 2364.656006
	Iteration 6Q: 3 clusters Score -175100.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -175142.062500 Penalty: 2364.656006
	Iteration 7Q: 3 clusters Score -175142.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -175169.250000 Penalty: 2364.656006
	Iteration 8Q: 3 clusters Score -175169.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -175193.593750 Penalty: 2364.656006
	Iteration 9Q: 3 clusters Score -175193.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -175210.156250 Penalty: 2364.656006
	Iteration 10Q: 3 clusters Score -175210.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -175220.093750 Penalty: 2364.656006
	Iteration 11Q: 3 clusters Score -175220.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -175222.562500 Penalty: 2364.656006
	Iteration 12Q: 3 clusters Score -175222.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -175226.421875 Penalty: 2364.656006
	Iteration 13Q: 3 clusters Score -175226.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -175229.109375 Penalty: 2364.656006
	Iteration 14Q: 3 clusters Score -175229.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -175231.484375 Penalty: 2364.656006
	Iteration 15Q: 3 clusters Score -175231.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -175232.671875 Penalty: 2364.656006
	Iteration 16Q: 3 clusters Score -175232.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -175234.125000 Penalty: 2364.656006
	Iteration 17Q: 3 clusters Score -175234.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -175235.031250 Penalty: 2364.656006
	Iteration 18Q: 3 clusters Score -175235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -175235.031250 Penalty: 2364.656006
	Iteration 19F: 3 clusters Score -175235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Entering Unmasked Estep 
Score: -2169478.250000 Penalty: 1554.427002
	Iteration 0F: 2 clusters Score -2169478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2159812.250000 Penalty: 3108.854004
	Iteration 0F: 3 clusters Score -2159812 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2163214.250000 Penalty: 3108.854004
	Iteration 1F: 3 clusters Score -2163214 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2163518.500000 Penalty: 3108.854004
	Iteration 2F: 3 clusters Score -2163518 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2163744.750000 Penalty: 3108.854004
	Iteration 3Q: 3 clusters Score -2163745 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2163943.250000 Penalty: 3108.854004
	Iteration 4Q: 3 clusters Score -2163943 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2164094.000000 Penalty: 3108.854004
	Iteration 5Q: 3 clusters Score -2164094 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2164217.250000 Penalty: 3108.854004
	Iteration 6Q: 3 clusters Score -2164217 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2164320.000000 Penalty: 3108.854004
	Iteration 7Q: 3 clusters Score -2164320 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2164432.000000 Penalty: 3108.854004
	Iteration 8Q: 3 clusters Score -2164432 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2164560.000000 Penalty: 3108.854004
	Iteration 9Q: 3 clusters Score -2164560 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2164682.500000 Penalty: 3108.854004
	Iteration 10Q: 3 clusters Score -2164682 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2164802.500000 Penalty: 3108.854004
	Iteration 11Q: 3 clusters Score -2164802 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2164954.250000 Penalty: 3108.854004
	Iteration 12Q: 3 clusters Score -2164954 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2165110.250000 Penalty: 3108.854004
	Iteration 13Q: 3 clusters Score -2165110 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2165293.250000 Penalty: 3108.854004
	Iteration 14Q: 3 clusters Score -2165293 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2165479.750000 Penalty: 3108.854004
	Iteration 15Q: 3 clusters Score -2165480 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2165677.000000 Penalty: 3108.854004
	Iteration 16Q: 3 clusters Score -2165677 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2165890.500000 Penalty: 3108.854004
	Iteration 17Q: 3 clusters Score -2165890 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2166100.000000 Penalty: 3108.854004
	Iteration 18Q: 3 clusters Score -2166100 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2166325.500000 Penalty: 3108.854004
	Iteration 19Q: 3 clusters Score -2166326 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2166549.250000 Penalty: 3108.854004
	Iteration 20F: 3 clusters Score -2166549 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2166763.250000 Penalty: 3108.854004
	Iteration 21Q: 3 clusters Score -2166763 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2166942.000000 Penalty: 3108.854004
	Iteration 22Q: 3 clusters Score -2166942 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2167121.750000 Penalty: 3108.854004
	Iteration 23Q: 3 clusters Score -2167122 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2167257.000000 Penalty: 3108.854004
	Iteration 24Q: 3 clusters Score -2167257 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2167370.750000 Penalty: 3108.854004
	Iteration 25Q: 3 clusters Score -2167371 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2167470.000000 Penalty: 3108.854004
	Iteration 26Q: 3 clusters Score -2167470 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2167572.500000 Penalty: 3108.854004
	Iteration 27Q: 3 clusters Score -2167572 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2167671.750000 Penalty: 3108.854004
	Iteration 28Q: 3 clusters Score -2167672 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2167758.250000 Penalty: 3108.854004
	Iteration 29Q: 3 clusters Score -2167758 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2167833.500000 Penalty: 3108.854004
	Iteration 30Q: 3 clusters Score -2167834 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2167894.750000 Penalty: 3108.854004
	Iteration 31Q: 3 clusters Score -2167895 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2167945.250000 Penalty: 3108.854004
	Iteration 32Q: 3 clusters Score -2167945 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2167981.000000 Penalty: 3108.854004
	Iteration 33Q: 3 clusters Score -2167981 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2168009.000000 Penalty: 3108.854004
	Iteration 34Q: 3 clusters Score -2168009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2168031.500000 Penalty: 3108.854004
	Iteration 35Q: 3 clusters Score -2168032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2168060.250000 Penalty: 3108.854004
	Iteration 36Q: 3 clusters Score -2168060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2168077.750000 Penalty: 3108.854004
	Iteration 37Q: 3 clusters Score -2168078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2168087.000000 Penalty: 3108.854004
	Iteration 38Q: 3 clusters Score -2168087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2168096.250000 Penalty: 3108.854004
	Iteration 39Q: 3 clusters Score -2168096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2168102.750000 Penalty: 3108.854004
	Iteration 40F: 3 clusters Score -2168103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2168107.250000 Penalty: 3108.854004
	Iteration 41Q: 3 clusters Score -2168107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2168112.500000 Penalty: 3108.854004
	Iteration 42Q: 3 clusters Score -2168112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2168115.250000 Penalty: 3108.854004
	Iteration 43Q: 3 clusters Score -2168115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2168118.000000 Penalty: 3108.854004
	Iteration 44Q: 3 clusters Score -2168118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2168118.250000 Penalty: 3108.854004
	Iteration 45Q: 3 clusters Score -2168118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2168116.000000 Penalty: 3108.854004
	Iteration 46Q: 3 clusters Score -2168116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2168116.000000 Penalty: 3108.854004
	Iteration 47F: 3 clusters Score -2168116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Entering Unmasked Estep 
Score: -2398439.750000 Penalty: 1575.094604
	Iteration 0F: 2 clusters Score -2398440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2387283.500000 Penalty: 3150.189209
	Iteration 0F: 3 clusters Score -2387284 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2391335.750000 Penalty: 3150.189209
	Iteration 1F: 3 clusters Score -2391336 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2391654.500000 Penalty: 3150.189209
	Iteration 2F: 3 clusters Score -2391654 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2391959.500000 Penalty: 3150.189209
	Iteration 3Q: 3 clusters Score -2391960 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2392244.500000 Penalty: 3150.189209
	Iteration 4Q: 3 clusters Score -2392244 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2392496.500000 Penalty: 3150.189209
	Iteration 5Q: 3 clusters Score -2392496 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2392751.500000 Penalty: 3150.189209
	Iteration 6Q: 3 clusters Score -2392752 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2393016.750000 Penalty: 3150.189209
	Iteration 7Q: 3 clusters Score -2393017 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2393282.750000 Penalty: 3150.189209
	Iteration 8Q: 3 clusters Score -2393283 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2393537.250000 Penalty: 3150.189209
	Iteration 9Q: 3 clusters Score -2393537 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2393801.000000 Penalty: 3150.189209
	Iteration 10Q: 3 clusters Score -2393801 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2394036.250000 Penalty: 3150.189209
	Iteration 11Q: 3 clusters Score -2394036 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2394216.750000 Penalty: 3150.189209
	Iteration 12Q: 3 clusters Score -2394217 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2394369.250000 Penalty: 3150.189209
	Iteration 13Q: 3 clusters Score -2394369 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2394482.250000 Penalty: 3150.189209
	Iteration 14Q: 3 clusters Score -2394482 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2394595.250000 Penalty: 3150.189209
	Iteration 15Q: 3 clusters Score -2394595 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2394708.500000 Penalty: 3150.189209
	Iteration 16Q: 3 clusters Score -2394708 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2394805.500000 Penalty: 3150.189209
	Iteration 17Q: 3 clusters Score -2394806 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2394937.000000 Penalty: 3150.189209
	Iteration 18Q: 3 clusters Score -2394937 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2395093.250000 Penalty: 3150.189209
	Iteration 19Q: 3 clusters Score -2395093 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2395243.750000 Penalty: 3150.189209
	Iteration 20F: 3 clusters Score -2395244 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2395393.750000 Penalty: 3150.189209
	Iteration 21Q: 3 clusters Score -2395394 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2395570.250000 Penalty: 3150.189209
	Iteration 22Q: 3 clusters Score -2395570 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2395746.750000 Penalty: 3150.189209
	Iteration 23Q: 3 clusters Score -2395747 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2395939.000000 Penalty: 3150.189209
	Iteration 24Q: 3 clusters Score -2395939 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2396124.000000 Penalty: 3150.189209
	Iteration 25Q: 3 clusters Score -2396124 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2396308.250000 Penalty: 3150.189209
	Iteration 26Q: 3 clusters Score -2396308 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2396469.250000 Penalty: 3150.189209
	Iteration 27Q: 3 clusters Score -2396469 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2396603.250000 Penalty: 3150.189209
	Iteration 28Q: 3 clusters Score -2396603 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2396701.750000 Penalty: 3150.189209
	Iteration 29Q: 3 clusters Score -2396702 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2396799.250000 Penalty: 3150.189209
	Iteration 30Q: 3 clusters Score -2396799 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2396859.750000 Penalty: 3150.189209
	Iteration 31Q: 3 clusters Score -2396860 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2396924.500000 Penalty: 3150.189209
	Iteration 32Q: 3 clusters Score -2396924 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2396973.000000 Penalty: 3150.189209
	Iteration 33Q: 3 clusters Score -2396973 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2397006.250000 Penalty: 3150.189209
	Iteration 34Q: 3 clusters Score -2397006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2397037.500000 Penalty: 3150.189209
	Iteration 35Q: 3 clusters Score -2397038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2397066.500000 Penalty: 3150.189209
	Iteration 36Q: 3 clusters Score -2397066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2397082.000000 Penalty: 3150.189209
	Iteration 37Q: 3 clusters Score -2397082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2397089.750000 Penalty: 3150.189209
	Iteration 38Q: 3 clusters Score -2397090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2397106.000000 Penalty: 3150.189209
	Iteration 39Q: 3 clusters Score -2397106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2397121.750000 Penalty: 3150.189209
	Iteration 40F: 3 clusters Score -2397122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2397129.500000 Penalty: 3150.189209
	Iteration 41Q: 3 clusters Score -2397130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2397134.250000 Penalty: 3150.189209
	Iteration 42Q: 3 clusters Score -2397134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2397140.500000 Penalty: 3150.189209
	Iteration 43Q: 3 clusters Score -2397140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2397145.250000 Penalty: 3150.189209
	Iteration 44Q: 3 clusters Score -2397145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2397151.000000 Penalty: 3150.189209
	Iteration 45Q: 3 clusters Score -2397151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2397150.500000 Penalty: 3150.189209
	Iteration 46Q: 3 clusters Score -2397150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2397151.000000 Penalty: 3150.189209
	Iteration 47Q: 3 clusters Score -2397151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2397156.000000 Penalty: 3150.189209
	Iteration 48Q: 3 clusters Score -2397156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2397156.000000 Penalty: 3150.189209
	Iteration 49Q: 3 clusters Score -2397156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2397154.750000 Penalty: 3150.189209
	Iteration 50Q: 3 clusters Score -2397155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2397156.250000 Penalty: 3150.189209
	Iteration 51Q: 3 clusters Score -2397156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2397155.750000 Penalty: 3150.189209
	Iteration 52Q: 3 clusters Score -2397156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2397156.250000 Penalty: 3150.189209
	Iteration 53Q: 3 clusters Score -2397156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2397156.250000 Penalty: 3150.189209
	Iteration 54F: 3 clusters Score -2397156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Entering Unmasked Estep 
Score: -327770.750000 Penalty: 1263.414062
	Iteration 0F: 2 clusters Score -327770.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -325477.187500 Penalty: 2526.828125
	Iteration 0F: 3 clusters Score -325477.2 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -326049.875000 Penalty: 2526.828125
	Iteration 1F: 3 clusters Score -326049.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -326172.718750 Penalty: 2526.828125
	Iteration 2F: 3 clusters Score -326172.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -326241.531250 Penalty: 2526.828125
	Iteration 3F: 3 clusters Score -326241.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -326284.531250 Penalty: 2526.828125
	Iteration 4Q: 3 clusters Score -326284.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -326310.093750 Penalty: 2526.828125
	Iteration 5Q: 3 clusters Score -326310.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -326326.656250 Penalty: 2526.828125
	Iteration 6Q: 3 clusters Score -326326.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -326344.406250 Penalty: 2526.828125
	Iteration 7Q: 3 clusters Score -326344.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -326357.281250 Penalty: 2526.828125
	Iteration 8Q: 3 clusters Score -326357.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -326368.656250 Penalty: 2526.828125
	Iteration 9Q: 3 clusters Score -326368.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -326376.937500 Penalty: 2526.828125
	Iteration 10Q: 3 clusters Score -326376.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -326384.968750 Penalty: 2526.828125
	Iteration 11Q: 3 clusters Score -326385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -326393.281250 Penalty: 2526.828125
	Iteration 12Q: 3 clusters Score -326393.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -326400.562500 Penalty: 2526.828125
	Iteration 13Q: 3 clusters Score -326400.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -326406.406250 Penalty: 2526.828125
	Iteration 14Q: 3 clusters Score -326406.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -326410.656250 Penalty: 2526.828125
	Iteration 15Q: 3 clusters Score -326410.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -326416.156250 Penalty: 2526.828125
	Iteration 16Q: 3 clusters Score -326416.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -326418.062500 Penalty: 2526.828125
	Iteration 17Q: 3 clusters Score -326418.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -326420.781250 Penalty: 2526.828125
	Iteration 18Q: 3 clusters Score -326420.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -326423.562500 Penalty: 2526.828125
	Iteration 19Q: 3 clusters Score -326423.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -326425.468750 Penalty: 2526.828125
	Iteration 20F: 3 clusters Score -326425.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -326428.187500 Penalty: 2526.828125
	Iteration 21Q: 3 clusters Score -326428.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -326429.812500 Penalty: 2526.828125
	Iteration 22Q: 3 clusters Score -326429.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -326429.750000 Penalty: 2526.828125
	Iteration 23Q: 3 clusters Score -326429.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -326430.406250 Penalty: 2526.828125
	Iteration 24Q: 3 clusters Score -326430.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -326430.281250 Penalty: 2526.828125
	Iteration 25Q: 3 clusters Score -326430.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -326430.875000 Penalty: 2526.828125
	Iteration 26Q: 3 clusters Score -326430.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -326432.312500 Penalty: 2526.828125
	Iteration 27Q: 3 clusters Score -326432.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -326432.625000 Penalty: 2526.828125
	Iteration 28Q: 3 clusters Score -326432.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -326432.875000 Penalty: 2526.828125
	Iteration 29Q: 3 clusters Score -326432.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -326432.875000 Penalty: 2526.828125
	Iteration 30F: 3 clusters Score -326432.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Entering Unmasked Estep 
Score: -329349.593750 Penalty: 1260.520752
	Iteration 0F: 2 clusters Score -329349.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -327106.375000 Penalty: 2521.041504
	Iteration 0F: 3 clusters Score -327106.4 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -327746.656250 Penalty: 2521.041504
	Iteration 1F: 3 clusters Score -327746.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -328027.125000 Penalty: 2521.041504
	Iteration 2F: 3 clusters Score -328027.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -328252.468750 Penalty: 2521.041504
	Iteration 3F: 3 clusters Score -328252.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -328392.625000 Penalty: 2521.041504
	Iteration 4F: 3 clusters Score -328392.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -328511.875000 Penalty: 2521.041504
	Iteration 5Q: 3 clusters Score -328511.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -328592.531250 Penalty: 2521.041504
	Iteration 6Q: 3 clusters Score -328592.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -328665.968750 Penalty: 2521.041504
	Iteration 7Q: 3 clusters Score -328666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -328719.843750 Penalty: 2521.041504
	Iteration 8Q: 3 clusters Score -328719.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -328762.562500 Penalty: 2521.041504
	Iteration 9Q: 3 clusters Score -328762.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -328824.687500 Penalty: 2521.041504
	Iteration 10Q: 3 clusters Score -328824.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -328916.937500 Penalty: 2521.041504
	Iteration 11Q: 3 clusters Score -328916.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -329022.812500 Penalty: 2521.041504
	Iteration 12Q: 3 clusters Score -329022.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -329118.593750 Penalty: 2521.041504
	Iteration 13Q: 3 clusters Score -329118.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -329174.468750 Penalty: 2521.041504
	Iteration 14Q: 3 clusters Score -329174.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -329227.750000 Penalty: 2521.041504
	Iteration 15Q: 3 clusters Score -329227.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -329276.406250 Penalty: 2521.041504
	Iteration 16Q: 3 clusters Score -329276.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -329319.406250 Penalty: 2521.041504
	Iteration 17Q: 3 clusters Score -329319.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -329348.937500 Penalty: 2521.041504
	Iteration 18Q: 3 clusters Score -329348.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -329365.312500 Penalty: 2521.041504
	Iteration 19Q: 3 clusters Score -329365.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -329379.062500 Penalty: 2521.041504
	Iteration 20F: 3 clusters Score -329379.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -329388.750000 Penalty: 2521.041504
	Iteration 21Q: 3 clusters Score -329388.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -329392.218750 Penalty: 2521.041504
	Iteration 22Q: 3 clusters Score -329392.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -329396.781250 Penalty: 2521.041504
	Iteration 23Q: 3 clusters Score -329396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -329397.125000 Penalty: 2521.041504
	Iteration 24Q: 3 clusters Score -329397.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -329398.218750 Penalty: 2521.041504
	Iteration 25Q: 3 clusters Score -329398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -329399.156250 Penalty: 2521.041504
	Iteration 26Q: 3 clusters Score -329399.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -329400.312500 Penalty: 2521.041504
	Iteration 27Q: 3 clusters Score -329400.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -329401.156250 Penalty: 2521.041504
	Iteration 28Q: 3 clusters Score -329401.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -329403.531250 Penalty: 2521.041504
	Iteration 29Q: 3 clusters Score -329403.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -329405.531250 Penalty: 2521.041504
	Iteration 30Q: 3 clusters Score -329405.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -329405.531250 Penalty: 2521.041504
	Iteration 31Q: 3 clusters Score -329405.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -329405.531250 Penalty: 2521.041504
	Iteration 32F: 3 clusters Score -329405.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14267 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 1667 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12603 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19638 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 19856 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20042 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 14986 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6762 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6256 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5258 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18634 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15128 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16763 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16047 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 23050 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7011 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6355 members 
Mstep: Class 79 contains 20653 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18957 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7906 members 
Entering Unmasked Estep 
Score: -85942200.000000 Penalty: 185964.312500
Splitting cluster 11 changes total score from -85943064.000000 to -85942200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (14398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Entering Unmasked Estep 
Score: -1622245.750000 Penalty: 1555.912231
	Iteration 0F: 2 clusters Score -1622246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1612184.375000 Penalty: 3111.824463
	Iteration 0F: 3 clusters Score -1612184 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1615903.250000 Penalty: 3111.824463
	Iteration 1F: 3 clusters Score -1615903 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1616425.875000 Penalty: 3111.824463
	Iteration 2F: 3 clusters Score -1616426 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1616981.625000 Penalty: 3111.824463
	Iteration 3F: 3 clusters Score -1616982 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1617669.000000 Penalty: 3111.824463
	Iteration 4F: 3 clusters Score -1617669 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1618370.000000 Penalty: 3111.824463
	Iteration 5F: 3 clusters Score -1618370 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1619010.625000 Penalty: 3111.824463
	Iteration 6F: 3 clusters Score -1619011 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1619504.500000 Penalty: 3111.824463
	Iteration 7Q: 3 clusters Score -1619504 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1619931.875000 Penalty: 3111.824463
	Iteration 8Q: 3 clusters Score -1619932 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1620243.750000 Penalty: 3111.824463
	Iteration 9Q: 3 clusters Score -1620244 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1620448.250000 Penalty: 3111.824463
	Iteration 10Q: 3 clusters Score -1620448 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1620602.750000 Penalty: 3111.824463
	Iteration 11Q: 3 clusters Score -1620603 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1620700.750000 Penalty: 3111.824463
	Iteration 12Q: 3 clusters Score -1620701 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1620795.500000 Penalty: 3111.824463
	Iteration 13Q: 3 clusters Score -1620796 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1620879.875000 Penalty: 3111.824463
	Iteration 14Q: 3 clusters Score -1620880 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1620949.375000 Penalty: 3111.824463
	Iteration 15Q: 3 clusters Score -1620949 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1621016.000000 Penalty: 3111.824463
	Iteration 16Q: 3 clusters Score -1621016 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1621084.875000 Penalty: 3111.824463
	Iteration 17Q: 3 clusters Score -1621085 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1621149.375000 Penalty: 3111.824463
	Iteration 18Q: 3 clusters Score -1621149 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1621202.875000 Penalty: 3111.824463
	Iteration 19Q: 3 clusters Score -1621203 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1621254.375000 Penalty: 3111.824463
	Iteration 20F: 3 clusters Score -1621254 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1621298.125000 Penalty: 3111.824463
	Iteration 21Q: 3 clusters Score -1621298 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1621340.625000 Penalty: 3111.824463
	Iteration 22Q: 3 clusters Score -1621341 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1621381.375000 Penalty: 3111.824463
	Iteration 23Q: 3 clusters Score -1621381 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1621409.000000 Penalty: 3111.824463
	Iteration 24Q: 3 clusters Score -1621409 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1621437.500000 Penalty: 3111.824463
	Iteration 25Q: 3 clusters Score -1621438 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1621473.875000 Penalty: 3111.824463
	Iteration 26Q: 3 clusters Score -1621474 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1621499.125000 Penalty: 3111.824463
	Iteration 27Q: 3 clusters Score -1621499 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1621517.625000 Penalty: 3111.824463
	Iteration 28Q: 3 clusters Score -1621518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1621533.625000 Penalty: 3111.824463
	Iteration 29Q: 3 clusters Score -1621534 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1621554.375000 Penalty: 3111.824463
	Iteration 30Q: 3 clusters Score -1621554 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1621576.750000 Penalty: 3111.824463
	Iteration 31Q: 3 clusters Score -1621577 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1621605.125000 Penalty: 3111.824463
	Iteration 32Q: 3 clusters Score -1621605 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1621623.625000 Penalty: 3111.824463
	Iteration 33Q: 3 clusters Score -1621624 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1621642.875000 Penalty: 3111.824463
	Iteration 34Q: 3 clusters Score -1621643 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1621669.500000 Penalty: 3111.824463
	Iteration 35Q: 3 clusters Score -1621670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1621691.375000 Penalty: 3111.824463
	Iteration 36Q: 3 clusters Score -1621691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1621709.875000 Penalty: 3111.824463
	Iteration 37Q: 3 clusters Score -1621710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1621719.625000 Penalty: 3111.824463
	Iteration 38Q: 3 clusters Score -1621720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1621726.375000 Penalty: 3111.824463
	Iteration 39Q: 3 clusters Score -1621726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1621735.750000 Penalty: 3111.824463
	Iteration 40F: 3 clusters Score -1621736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1621737.500000 Penalty: 3111.824463
	Iteration 41Q: 3 clusters Score -1621738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1621741.375000 Penalty: 3111.824463
	Iteration 42Q: 3 clusters Score -1621741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1621741.250000 Penalty: 3111.824463
	Iteration 43Q: 3 clusters Score -1621741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1621742.875000 Penalty: 3111.824463
	Iteration 44Q: 3 clusters Score -1621743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1621743.250000 Penalty: 3111.824463
	Iteration 45Q: 3 clusters Score -1621743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1621746.750000 Penalty: 3111.824463
	Iteration 46Q: 3 clusters Score -1621747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1621750.375000 Penalty: 3111.824463
	Iteration 47Q: 3 clusters Score -1621750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1621749.875000 Penalty: 3111.824463
	Iteration 48Q: 3 clusters Score -1621750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1621750.625000 Penalty: 3111.824463
	Iteration 49Q: 3 clusters Score -1621751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1621751.625000 Penalty: 3111.824463
	Iteration 50Q: 3 clusters Score -1621752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1621754.375000 Penalty: 3111.824463
	Iteration 51Q: 3 clusters Score -1621754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1621754.500000 Penalty: 3111.824463
	Iteration 52Q: 3 clusters Score -1621754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1621755.500000 Penalty: 3111.824463
	Iteration 53Q: 3 clusters Score -1621756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1621757.000000 Penalty: 3111.824463
	Iteration 54Q: 3 clusters Score -1621757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1621759.375000 Penalty: 3111.824463
	Iteration 55Q: 3 clusters Score -1621759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1621758.125000 Penalty: 3111.824463
	Iteration 56Q: 3 clusters Score -1621758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1621754.750000 Penalty: 3111.824463
	Iteration 57Q: 3 clusters Score -1621755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1621754.750000 Penalty: 3111.824463
	Iteration 58F: 3 clusters Score -1621755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -102310.742188 Penalty: 1076.841553
	Iteration 0F: 2 clusters Score -102310.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101143.875000 Penalty: 2153.683105
	Iteration 0F: 3 clusters Score -101143.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -101684.187500 Penalty: 2153.683105
	Iteration 1F: 3 clusters Score -101684.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -102030.757812 Penalty: 2153.683105
	Iteration 2F: 3 clusters Score -102030.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -102251.976562 Penalty: 2153.683105
	Iteration 3F: 3 clusters Score -102252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -102345.882812 Penalty: 2153.683105
	Iteration 4Q: 3 clusters Score -102345.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -102388.375000 Penalty: 2153.683105
	Iteration 5Q: 3 clusters Score -102388.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -102427.570312 Penalty: 2153.683105
	Iteration 6Q: 3 clusters Score -102427.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -102456.484375 Penalty: 2153.683105
	Iteration 7Q: 3 clusters Score -102456.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -102462.640625 Penalty: 2153.683105
	Iteration 8Q: 3 clusters Score -102462.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -102468.484375 Penalty: 2153.683105
	Iteration 9Q: 3 clusters Score -102468.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102475.203125 Penalty: 2153.683105
	Iteration 10Q: 3 clusters Score -102475.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -102485.375000 Penalty: 2153.683105
	Iteration 11Q: 3 clusters Score -102485.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -102498.085938 Penalty: 2153.683105
	Iteration 12Q: 3 clusters Score -102498.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -102507.851562 Penalty: 2153.683105
	Iteration 13Q: 3 clusters Score -102507.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -102514.398438 Penalty: 2153.683105
	Iteration 14Q: 3 clusters Score -102514.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -102520.140625 Penalty: 2153.683105
	Iteration 15Q: 3 clusters Score -102520.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -102523.992188 Penalty: 2153.683105
	Iteration 16Q: 3 clusters Score -102524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -102526.617188 Penalty: 2153.683105
	Iteration 17Q: 3 clusters Score -102526.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -102526.617188 Penalty: 2153.683105
	Iteration 18F: 3 clusters Score -102526.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14267 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 298 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12603 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19638 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 457 members 
Mstep: Class 21 contains 19856 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20042 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 14986 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6762 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6256 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5258 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18634 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15128 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16763 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16047 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 23050 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7011 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6355 members 
Mstep: Class 79 contains 20653 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18957 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7906 members 
Entering Unmasked Estep 
Score: -85942288.000000 Penalty: 185964.312500
Splitting cluster 13 changes total score from -85943064.000000 to -85942288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Entering Unmasked Estep 
Score: -319631.750000 Penalty: 1259.264893
	Iteration 0F: 2 clusters Score -319631.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -317325.968750 Penalty: 2518.529785
	Iteration 0F: 3 clusters Score -317326 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -317893.281250 Penalty: 2518.529785
	Iteration 1F: 3 clusters Score -317893.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -318035.781250 Penalty: 2518.529785
	Iteration 2F: 3 clusters Score -318035.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -318144.062500 Penalty: 2518.529785
	Iteration 3F: 3 clusters Score -318144.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -318219.093750 Penalty: 2518.529785
	Iteration 4Q: 3 clusters Score -318219.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -318291.000000 Penalty: 2518.529785
	Iteration 5Q: 3 clusters Score -318291 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -318343.531250 Penalty: 2518.529785
	Iteration 6Q: 3 clusters Score -318343.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -318397.781250 Penalty: 2518.529785
	Iteration 7Q: 3 clusters Score -318397.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -318445.562500 Penalty: 2518.529785
	Iteration 8Q: 3 clusters Score -318445.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -318484.656250 Penalty: 2518.529785
	Iteration 9Q: 3 clusters Score -318484.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -318533.093750 Penalty: 2518.529785
	Iteration 10Q: 3 clusters Score -318533.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -318572.875000 Penalty: 2518.529785
	Iteration 11Q: 3 clusters Score -318572.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -318605.250000 Penalty: 2518.529785
	Iteration 12Q: 3 clusters Score -318605.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -318632.750000 Penalty: 2518.529785
	Iteration 13Q: 3 clusters Score -318632.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -318649.437500 Penalty: 2518.529785
	Iteration 14Q: 3 clusters Score -318649.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -318671.812500 Penalty: 2518.529785
	Iteration 15Q: 3 clusters Score -318671.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -318706.156250 Penalty: 2518.529785
	Iteration 16Q: 3 clusters Score -318706.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -318726.843750 Penalty: 2518.529785
	Iteration 17Q: 3 clusters Score -318726.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -318746.312500 Penalty: 2518.529785
	Iteration 18Q: 3 clusters Score -318746.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -318755.218750 Penalty: 2518.529785
	Iteration 19Q: 3 clusters Score -318755.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -318762.281250 Penalty: 2518.529785
	Iteration 20F: 3 clusters Score -318762.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -318765.843750 Penalty: 2518.529785
	Iteration 21Q: 3 clusters Score -318765.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -318769.375000 Penalty: 2518.529785
	Iteration 22Q: 3 clusters Score -318769.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -318771.531250 Penalty: 2518.529785
	Iteration 23Q: 3 clusters Score -318771.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -318775.531250 Penalty: 2518.529785
	Iteration 24Q: 3 clusters Score -318775.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -318782.281250 Penalty: 2518.529785
	Iteration 25Q: 3 clusters Score -318782.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -318785.531250 Penalty: 2518.529785
	Iteration 26Q: 3 clusters Score -318785.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -318790.000000 Penalty: 2518.529785
	Iteration 27Q: 3 clusters Score -318790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -318797.625000 Penalty: 2518.529785
	Iteration 28Q: 3 clusters Score -318797.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -318804.437500 Penalty: 2518.529785
	Iteration 29Q: 3 clusters Score -318804.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -318812.968750 Penalty: 2518.529785
	Iteration 30Q: 3 clusters Score -318813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -318821.468750 Penalty: 2518.529785
	Iteration 31Q: 3 clusters Score -318821.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -318830.843750 Penalty: 2518.529785
	Iteration 32Q: 3 clusters Score -318830.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -318847.625000 Penalty: 2518.529785
	Iteration 33Q: 3 clusters Score -318847.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -318863.187500 Penalty: 2518.529785
	Iteration 34Q: 3 clusters Score -318863.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -318883.875000 Penalty: 2518.529785
	Iteration 35Q: 3 clusters Score -318883.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -318915.781250 Penalty: 2518.529785
	Iteration 36Q: 3 clusters Score -318915.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -318951.281250 Penalty: 2518.529785
	Iteration 37Q: 3 clusters Score -318951.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -318978.531250 Penalty: 2518.529785
	Iteration 38Q: 3 clusters Score -318978.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -319000.656250 Penalty: 2518.529785
	Iteration 39Q: 3 clusters Score -319000.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -319027.906250 Penalty: 2518.529785
	Iteration 40F: 3 clusters Score -319027.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -319055.343750 Penalty: 2518.529785
	Iteration 41Q: 3 clusters Score -319055.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -319066.250000 Penalty: 2518.529785
	Iteration 42Q: 3 clusters Score -319066.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -319075.187500 Penalty: 2518.529785
	Iteration 43Q: 3 clusters Score -319075.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -319088.281250 Penalty: 2518.529785
	Iteration 44Q: 3 clusters Score -319088.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -319100.281250 Penalty: 2518.529785
	Iteration 45Q: 3 clusters Score -319100.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -319110.187500 Penalty: 2518.529785
	Iteration 46Q: 3 clusters Score -319110.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -319116.687500 Penalty: 2518.529785
	Iteration 47Q: 3 clusters Score -319116.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -319125.843750 Penalty: 2518.529785
	Iteration 48Q: 3 clusters Score -319125.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -319130.437500 Penalty: 2518.529785
	Iteration 49Q: 3 clusters Score -319130.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -319132.781250 Penalty: 2518.529785
	Iteration 50Q: 3 clusters Score -319132.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -319133.875000 Penalty: 2518.529785
	Iteration 51Q: 3 clusters Score -319133.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -319136.656250 Penalty: 2518.529785
	Iteration 52Q: 3 clusters Score -319136.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -319138.187500 Penalty: 2518.529785
	Iteration 53Q: 3 clusters Score -319138.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -319139.000000 Penalty: 2518.529785
	Iteration 54Q: 3 clusters Score -319139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -319139.656250 Penalty: 2518.529785
	Iteration 55Q: 3 clusters Score -319139.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -319140.156250 Penalty: 2518.529785
	Iteration 56Q: 3 clusters Score -319140.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -319140.875000 Penalty: 2518.529785
	Iteration 57Q: 3 clusters Score -319140.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -319141.125000 Penalty: 2518.529785
	Iteration 58Q: 3 clusters Score -319141.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -319141.562500 Penalty: 2518.529785
	Iteration 59Q: 3 clusters Score -319141.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -319141.875000 Penalty: 2518.529785
	Iteration 60F: 3 clusters Score -319141.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -319143.093750 Penalty: 2518.529785
	Iteration 61Q: 3 clusters Score -319143.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -319143.500000 Penalty: 2518.529785
	Iteration 62Q: 3 clusters Score -319143.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -319143.218750 Penalty: 2518.529785
	Iteration 63Q: 3 clusters Score -319143.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -319143.218750 Penalty: 2518.529785
	Iteration 64F: 3 clusters Score -319143.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Entering Unmasked Estep 
Score: -251299.906250 Penalty: 1225.695801
	Iteration 0F: 2 clusters Score -251299.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -249312.890625 Penalty: 2451.391602
	Iteration 0F: 3 clusters Score -249312.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -249779.328125 Penalty: 2451.391602
	Iteration 1F: 3 clusters Score -249779.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -249922.968750 Penalty: 2451.391602
	Iteration 2F: 3 clusters Score -249923 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -250041.687500 Penalty: 2451.391602
	Iteration 3F: 3 clusters Score -250041.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -250121.312500 Penalty: 2451.391602
	Iteration 4Q: 3 clusters Score -250121.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -250199.609375 Penalty: 2451.391602
	Iteration 5Q: 3 clusters Score -250199.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -250253.750000 Penalty: 2451.391602
	Iteration 6Q: 3 clusters Score -250253.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -250308.625000 Penalty: 2451.391602
	Iteration 7Q: 3 clusters Score -250308.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -250352.015625 Penalty: 2451.391602
	Iteration 8Q: 3 clusters Score -250352 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -250392.953125 Penalty: 2451.391602
	Iteration 9Q: 3 clusters Score -250393 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -250438.171875 Penalty: 2451.391602
	Iteration 10Q: 3 clusters Score -250438.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -250467.203125 Penalty: 2451.391602
	Iteration 11Q: 3 clusters Score -250467.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -250495.421875 Penalty: 2451.391602
	Iteration 12Q: 3 clusters Score -250495.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -250511.828125 Penalty: 2451.391602
	Iteration 13Q: 3 clusters Score -250511.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -250528.062500 Penalty: 2451.391602
	Iteration 14Q: 3 clusters Score -250528.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -250543.578125 Penalty: 2451.391602
	Iteration 15Q: 3 clusters Score -250543.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -250554.625000 Penalty: 2451.391602
	Iteration 16Q: 3 clusters Score -250554.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -250563.000000 Penalty: 2451.391602
	Iteration 17Q: 3 clusters Score -250563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -250566.125000 Penalty: 2451.391602
	Iteration 18Q: 3 clusters Score -250566.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -250569.828125 Penalty: 2451.391602
	Iteration 19Q: 3 clusters Score -250569.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -250574.078125 Penalty: 2451.391602
	Iteration 20F: 3 clusters Score -250574.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -250579.062500 Penalty: 2451.391602
	Iteration 21Q: 3 clusters Score -250579.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -250580.296875 Penalty: 2451.391602
	Iteration 22Q: 3 clusters Score -250580.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -250581.328125 Penalty: 2451.391602
	Iteration 23Q: 3 clusters Score -250581.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -250582.765625 Penalty: 2451.391602
	Iteration 24Q: 3 clusters Score -250582.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -250585.500000 Penalty: 2451.391602
	Iteration 25Q: 3 clusters Score -250585.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -250585.640625 Penalty: 2451.391602
	Iteration 26Q: 3 clusters Score -250585.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -250585.968750 Penalty: 2451.391602
	Iteration 27Q: 3 clusters Score -250586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -250586.156250 Penalty: 2451.391602
	Iteration 28Q: 3 clusters Score -250586.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -250587.156250 Penalty: 2451.391602
	Iteration 29Q: 3 clusters Score -250587.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -250587.156250 Penalty: 2451.391602
	Iteration 30F: 3 clusters Score -250587.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Entering Unmasked Estep 
Score: -1917368.125000 Penalty: 1534.274658
	Iteration 0F: 2 clusters Score -1917368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1908675.500000 Penalty: 3068.549316
	Iteration 0F: 3 clusters Score -1908676 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1911699.000000 Penalty: 3068.549316
	Iteration 1F: 3 clusters Score -1911699 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1912011.875000 Penalty: 3068.549316
	Iteration 2F: 3 clusters Score -1912012 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1912323.875000 Penalty: 3068.549316
	Iteration 3F: 3 clusters Score -1912324 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1912643.375000 Penalty: 3068.549316
	Iteration 4F: 3 clusters Score -1912643 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1913019.250000 Penalty: 3068.549316
	Iteration 5F: 3 clusters Score -1913019 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1913386.375000 Penalty: 3068.549316
	Iteration 6F: 3 clusters Score -1913386 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1913743.750000 Penalty: 3068.549316
	Iteration 7Q: 3 clusters Score -1913744 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1914116.750000 Penalty: 3068.549316
	Iteration 8Q: 3 clusters Score -1914117 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1914479.375000 Penalty: 3068.549316
	Iteration 9Q: 3 clusters Score -1914479 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1914774.375000 Penalty: 3068.549316
	Iteration 10Q: 3 clusters Score -1914774 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1914980.625000 Penalty: 3068.549316
	Iteration 11Q: 3 clusters Score -1914981 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1915114.750000 Penalty: 3068.549316
	Iteration 12Q: 3 clusters Score -1915115 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1915214.375000 Penalty: 3068.549316
	Iteration 13Q: 3 clusters Score -1915214 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1915278.250000 Penalty: 3068.549316
	Iteration 14Q: 3 clusters Score -1915278 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1915323.125000 Penalty: 3068.549316
	Iteration 15Q: 3 clusters Score -1915323 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1915364.375000 Penalty: 3068.549316
	Iteration 16Q: 3 clusters Score -1915364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1915394.875000 Penalty: 3068.549316
	Iteration 17Q: 3 clusters Score -1915395 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1915430.625000 Penalty: 3068.549316
	Iteration 18Q: 3 clusters Score -1915431 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1915460.000000 Penalty: 3068.549316
	Iteration 19Q: 3 clusters Score -1915460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1915484.500000 Penalty: 3068.549316
	Iteration 20F: 3 clusters Score -1915484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1915515.625000 Penalty: 3068.549316
	Iteration 21Q: 3 clusters Score -1915516 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1915539.875000 Penalty: 3068.549316
	Iteration 22Q: 3 clusters Score -1915540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1915576.000000 Penalty: 3068.549316
	Iteration 23Q: 3 clusters Score -1915576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1915605.375000 Penalty: 3068.549316
	Iteration 24Q: 3 clusters Score -1915605 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1915643.500000 Penalty: 3068.549316
	Iteration 25Q: 3 clusters Score -1915644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1915664.625000 Penalty: 3068.549316
	Iteration 26Q: 3 clusters Score -1915665 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1915683.375000 Penalty: 3068.549316
	Iteration 27Q: 3 clusters Score -1915683 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1915710.250000 Penalty: 3068.549316
	Iteration 28Q: 3 clusters Score -1915710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1915726.875000 Penalty: 3068.549316
	Iteration 29Q: 3 clusters Score -1915727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1915741.000000 Penalty: 3068.549316
	Iteration 30Q: 3 clusters Score -1915741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1915754.625000 Penalty: 3068.549316
	Iteration 31Q: 3 clusters Score -1915755 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1915767.000000 Penalty: 3068.549316
	Iteration 32Q: 3 clusters Score -1915767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1915773.250000 Penalty: 3068.549316
	Iteration 33Q: 3 clusters Score -1915773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1915779.625000 Penalty: 3068.549316
	Iteration 34Q: 3 clusters Score -1915780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1915787.625000 Penalty: 3068.549316
	Iteration 35Q: 3 clusters Score -1915788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1915795.875000 Penalty: 3068.549316
	Iteration 36Q: 3 clusters Score -1915796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1915803.000000 Penalty: 3068.549316
	Iteration 37Q: 3 clusters Score -1915803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1915806.625000 Penalty: 3068.549316
	Iteration 38Q: 3 clusters Score -1915807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1915809.125000 Penalty: 3068.549316
	Iteration 39Q: 3 clusters Score -1915809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1915822.500000 Penalty: 3068.549316
	Iteration 40F: 3 clusters Score -1915822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1915825.750000 Penalty: 3068.549316
	Iteration 41Q: 3 clusters Score -1915826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1915832.750000 Penalty: 3068.549316
	Iteration 42Q: 3 clusters Score -1915833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1915843.750000 Penalty: 3068.549316
	Iteration 43Q: 3 clusters Score -1915844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1915845.125000 Penalty: 3068.549316
	Iteration 44Q: 3 clusters Score -1915845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1915846.625000 Penalty: 3068.549316
	Iteration 45Q: 3 clusters Score -1915847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1915853.250000 Penalty: 3068.549316
	Iteration 46Q: 3 clusters Score -1915853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1915849.750000 Penalty: 3068.549316
	Iteration 47Q: 3 clusters Score -1915850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1915854.125000 Penalty: 3068.549316
	Iteration 48Q: 3 clusters Score -1915854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1915859.875000 Penalty: 3068.549316
	Iteration 49Q: 3 clusters Score -1915860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1915866.875000 Penalty: 3068.549316
	Iteration 50Q: 3 clusters Score -1915867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1915873.125000 Penalty: 3068.549316
	Iteration 51Q: 3 clusters Score -1915873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1915873.125000 Penalty: 3068.549316
	Iteration 52Q: 3 clusters Score -1915873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1915877.375000 Penalty: 3068.549316
	Iteration 53Q: 3 clusters Score -1915877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1915880.375000 Penalty: 3068.549316
	Iteration 54Q: 3 clusters Score -1915880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1915881.500000 Penalty: 3068.549316
	Iteration 55Q: 3 clusters Score -1915882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1915881.500000 Penalty: 3068.549316
	Iteration 56F: 3 clusters Score -1915882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Entering Unmasked Estep 
Score: -212546.281250 Penalty: 1193.201660
	Iteration 0F: 2 clusters Score -212546.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -210787.734375 Penalty: 2386.403320
	Iteration 0F: 3 clusters Score -210787.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -211282.781250 Penalty: 2386.403320
	Iteration 1F: 3 clusters Score -211282.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -211544.375000 Penalty: 2386.403320
	Iteration 2F: 3 clusters Score -211544.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -211858.390625 Penalty: 2386.403320
	Iteration 3F: 3 clusters Score -211858.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -212142.515625 Penalty: 2386.403320
	Iteration 4F: 3 clusters Score -212142.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -212337.937500 Penalty: 2386.403320
	Iteration 5F: 3 clusters Score -212337.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -212435.343750 Penalty: 2386.403320
	Iteration 6Q: 3 clusters Score -212435.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -212496.062500 Penalty: 2386.403320
	Iteration 7Q: 3 clusters Score -212496.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -212526.000000 Penalty: 2386.403320
	Iteration 8Q: 3 clusters Score -212526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -212533.984375 Penalty: 2386.403320
	Iteration 9Q: 3 clusters Score -212534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -212536.281250 Penalty: 2386.403320
	Iteration 10Q: 3 clusters Score -212536.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -212537.687500 Penalty: 2386.403320
	Iteration 11Q: 3 clusters Score -212537.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -212538.265625 Penalty: 2386.403320
	Iteration 12Q: 3 clusters Score -212538.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -212538.265625 Penalty: 2386.403320
	Iteration 13F: 3 clusters Score -212538.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Entering Unmasked Estep 
Score: -3006512.250000 Penalty: 1606.348511
	Iteration 0F: 2 clusters Score -3006512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2993932.750000 Penalty: 3212.697021
	Iteration 0F: 3 clusters Score -2993933 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2998947.500000 Penalty: 3212.697021
	Iteration 1F: 3 clusters Score -2998948 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2999433.250000 Penalty: 3212.697021
	Iteration 2F: 3 clusters Score -2999433 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2999936.000000 Penalty: 3212.697021
	Iteration 3F: 3 clusters Score -2999936 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -3000474.750000 Penalty: 3212.697021
	Iteration 4F: 3 clusters Score -3000475 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3001093.250000 Penalty: 3212.697021
	Iteration 5F: 3 clusters Score -3001093 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3001844.750000 Penalty: 3212.697021
	Iteration 6F: 3 clusters Score -3001845 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -3002576.000000 Penalty: 3212.697021
	Iteration 7F: 3 clusters Score -3002576 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3003280.500000 Penalty: 3212.697021
	Iteration 8F: 3 clusters Score -3003280 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -3003878.250000 Penalty: 3212.697021
	Iteration 9Q: 3 clusters Score -3003878 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -3004281.500000 Penalty: 3212.697021
	Iteration 10Q: 3 clusters Score -3004282 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -3004588.500000 Penalty: 3212.697021
	Iteration 11Q: 3 clusters Score -3004588 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -3004798.250000 Penalty: 3212.697021
	Iteration 12Q: 3 clusters Score -3004798 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -3004905.750000 Penalty: 3212.697021
	Iteration 13Q: 3 clusters Score -3004906 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -3004980.000000 Penalty: 3212.697021
	Iteration 14Q: 3 clusters Score -3004980 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -3005045.500000 Penalty: 3212.697021
	Iteration 15Q: 3 clusters Score -3005046 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -3005094.250000 Penalty: 3212.697021
	Iteration 16Q: 3 clusters Score -3005094 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -3005123.250000 Penalty: 3212.697021
	Iteration 17Q: 3 clusters Score -3005123 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3005157.250000 Penalty: 3212.697021
	Iteration 18Q: 3 clusters Score -3005157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -3005177.250000 Penalty: 3212.697021
	Iteration 19Q: 3 clusters Score -3005177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3005183.750000 Penalty: 3212.697021
	Iteration 20F: 3 clusters Score -3005184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -3005185.250000 Penalty: 3212.697021
	Iteration 21Q: 3 clusters Score -3005185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -3005197.250000 Penalty: 3212.697021
	Iteration 22Q: 3 clusters Score -3005197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3005201.250000 Penalty: 3212.697021
	Iteration 23Q: 3 clusters Score -3005201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3005196.250000 Penalty: 3212.697021
	Iteration 24Q: 3 clusters Score -3005196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -3005201.500000 Penalty: 3212.697021
	Iteration 25Q: 3 clusters Score -3005202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -3005199.000000 Penalty: 3212.697021
	Iteration 26Q: 3 clusters Score -3005199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -3005200.750000 Penalty: 3212.697021
	Iteration 27Q: 3 clusters Score -3005201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -3005203.500000 Penalty: 3212.697021
	Iteration 28Q: 3 clusters Score -3005204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -3005212.000000 Penalty: 3212.697021
	Iteration 29Q: 3 clusters Score -3005212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -3005214.500000 Penalty: 3212.697021
	Iteration 30Q: 3 clusters Score -3005214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3005227.500000 Penalty: 3212.697021
	Iteration 31Q: 3 clusters Score -3005228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -3005228.000000 Penalty: 3212.697021
	Iteration 32Q: 3 clusters Score -3005228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -3005229.500000 Penalty: 3212.697021
	Iteration 33Q: 3 clusters Score -3005230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -3005229.250000 Penalty: 3212.697021
	Iteration 34Q: 3 clusters Score -3005229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -3005231.500000 Penalty: 3212.697021
	Iteration 35Q: 3 clusters Score -3005232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -3005232.250000 Penalty: 3212.697021
	Iteration 36Q: 3 clusters Score -3005232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -3005236.250000 Penalty: 3212.697021
	Iteration 37Q: 3 clusters Score -3005236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -3005234.000000 Penalty: 3212.697021
	Iteration 38Q: 3 clusters Score -3005234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -3005238.000000 Penalty: 3212.697021
	Iteration 39Q: 3 clusters Score -3005238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -3005240.500000 Penalty: 3212.697021
	Iteration 40F: 3 clusters Score -3005240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Entering Unmasked Estep 
Score: -150399.906250 Penalty: 1126.046509
	Iteration 0F: 2 clusters Score -150399.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -148925.171875 Penalty: 2252.093018
	Iteration 0F: 3 clusters Score -148925.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -149170.937500 Penalty: 2252.093018
	Iteration 1F: 3 clusters Score -149170.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -149228.546875 Penalty: 2252.093018
	Iteration 2F: 3 clusters Score -149228.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -149259.703125 Penalty: 2252.093018
	Iteration 3Q: 3 clusters Score -149259.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -149278.234375 Penalty: 2252.093018
	Iteration 4Q: 3 clusters Score -149278.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -149293.843750 Penalty: 2252.093018
	Iteration 5Q: 3 clusters Score -149293.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -149301.265625 Penalty: 2252.093018
	Iteration 6Q: 3 clusters Score -149301.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -149306.562500 Penalty: 2252.093018
	Iteration 7Q: 3 clusters Score -149306.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -149313.765625 Penalty: 2252.093018
	Iteration 8Q: 3 clusters Score -149313.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -149316.671875 Penalty: 2252.093018
	Iteration 9Q: 3 clusters Score -149316.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -149316.671875 Penalty: 2252.093018
	Iteration 10F: 3 clusters Score -149316.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Entering Unmasked Estep 
Score: -3037653.250000 Penalty: 1608.142456
	Iteration 0F: 2 clusters Score -3037653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -3025228.750000 Penalty: 3216.284912
	Iteration 0F: 3 clusters Score -3025229 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -3030296.000000 Penalty: 3216.284912
	Iteration 1F: 3 clusters Score -3030296 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -3030737.500000 Penalty: 3216.284912
	Iteration 2F: 3 clusters Score -3030738 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -3031122.250000 Penalty: 3216.284912
	Iteration 3F: 3 clusters Score -3031122 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3031490.750000 Penalty: 3216.284912
	Iteration 4Q: 3 clusters Score -3031491 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -3031842.000000 Penalty: 3216.284912
	Iteration 5Q: 3 clusters Score -3031842 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -3032161.000000 Penalty: 3216.284912
	Iteration 6Q: 3 clusters Score -3032161 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -3032466.500000 Penalty: 3216.284912
	Iteration 7Q: 3 clusters Score -3032466 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3032715.750000 Penalty: 3216.284912
	Iteration 8Q: 3 clusters Score -3032716 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -3032950.250000 Penalty: 3216.284912
	Iteration 9Q: 3 clusters Score -3032950 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3033199.750000 Penalty: 3216.284912
	Iteration 10Q: 3 clusters Score -3033200 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -3033505.000000 Penalty: 3216.284912
	Iteration 11Q: 3 clusters Score -3033505 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -3033863.250000 Penalty: 3216.284912
	Iteration 12Q: 3 clusters Score -3033863 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -3034201.000000 Penalty: 3216.284912
	Iteration 13Q: 3 clusters Score -3034201 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3034617.500000 Penalty: 3216.284912
	Iteration 14Q: 3 clusters Score -3034618 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -3035054.500000 Penalty: 3216.284912
	Iteration 15Q: 3 clusters Score -3035054 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -3035408.250000 Penalty: 3216.284912
	Iteration 16Q: 3 clusters Score -3035408 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -3035745.500000 Penalty: 3216.284912
	Iteration 17Q: 3 clusters Score -3035746 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -3035975.750000 Penalty: 3216.284912
	Iteration 18Q: 3 clusters Score -3035976 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3036077.000000 Penalty: 3216.284912
	Iteration 19Q: 3 clusters Score -3036077 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -3036127.750000 Penalty: 3216.284912
	Iteration 20F: 3 clusters Score -3036128 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -3036168.250000 Penalty: 3216.284912
	Iteration 21Q: 3 clusters Score -3036168 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -3036187.250000 Penalty: 3216.284912
	Iteration 22Q: 3 clusters Score -3036187 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -3036207.000000 Penalty: 3216.284912
	Iteration 23Q: 3 clusters Score -3036207 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -3036225.500000 Penalty: 3216.284912
	Iteration 24Q: 3 clusters Score -3036226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -3036237.000000 Penalty: 3216.284912
	Iteration 25Q: 3 clusters Score -3036237 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -3036240.500000 Penalty: 3216.284912
	Iteration 26Q: 3 clusters Score -3036240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -3036242.500000 Penalty: 3216.284912
	Iteration 27Q: 3 clusters Score -3036242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -3036253.500000 Penalty: 3216.284912
	Iteration 28Q: 3 clusters Score -3036254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -3036259.250000 Penalty: 3216.284912
	Iteration 29Q: 3 clusters Score -3036259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -3036269.500000 Penalty: 3216.284912
	Iteration 30Q: 3 clusters Score -3036270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3036274.250000 Penalty: 3216.284912
	Iteration 31Q: 3 clusters Score -3036274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -3036280.000000 Penalty: 3216.284912
	Iteration 32Q: 3 clusters Score -3036280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -3036287.250000 Penalty: 3216.284912
	Iteration 33Q: 3 clusters Score -3036287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -3036292.750000 Penalty: 3216.284912
	Iteration 34Q: 3 clusters Score -3036293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -3036296.500000 Penalty: 3216.284912
	Iteration 35Q: 3 clusters Score -3036296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -3036301.750000 Penalty: 3216.284912
	Iteration 36Q: 3 clusters Score -3036302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -3036304.750000 Penalty: 3216.284912
	Iteration 37Q: 3 clusters Score -3036305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3036301.750000 Penalty: 3216.284912
	Iteration 38Q: 3 clusters Score -3036302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -3036304.250000 Penalty: 3216.284912
	Iteration 39Q: 3 clusters Score -3036304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3036305.750000 Penalty: 3216.284912
	Iteration 40F: 3 clusters Score -3036306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -3036308.000000 Penalty: 3216.284912
	Iteration 41Q: 3 clusters Score -3036308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -3036317.250000 Penalty: 3216.284912
	Iteration 42Q: 3 clusters Score -3036317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -3036315.500000 Penalty: 3216.284912
	Iteration 43Q: 3 clusters Score -3036316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -3036320.500000 Penalty: 3216.284912
	Iteration 44Q: 3 clusters Score -3036320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3036325.000000 Penalty: 3216.284912
	Iteration 45Q: 3 clusters Score -3036325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3036325.000000 Penalty: 3216.284912
	Iteration 46F: 3 clusters Score -3036325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -214350.453125 Penalty: 1197.764771
	Iteration 0F: 2 clusters Score -214350.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -212535.484375 Penalty: 2395.529541
	Iteration 0F: 3 clusters Score -212535.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -212902.750000 Penalty: 2395.529541
	Iteration 1F: 3 clusters Score -212902.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -213021.203125 Penalty: 2395.529541
	Iteration 2F: 3 clusters Score -213021.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -213114.218750 Penalty: 2395.529541
	Iteration 3F: 3 clusters Score -213114.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -213204.609375 Penalty: 2395.529541
	Iteration 4Q: 3 clusters Score -213204.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -213296.203125 Penalty: 2395.529541
	Iteration 5Q: 3 clusters Score -213296.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -213383.500000 Penalty: 2395.529541
	Iteration 6Q: 3 clusters Score -213383.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -213461.093750 Penalty: 2395.529541
	Iteration 7Q: 3 clusters Score -213461.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -213513.234375 Penalty: 2395.529541
	Iteration 8Q: 3 clusters Score -213513.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -213561.437500 Penalty: 2395.529541
	Iteration 9Q: 3 clusters Score -213561.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -213601.281250 Penalty: 2395.529541
	Iteration 10Q: 3 clusters Score -213601.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -213634.046875 Penalty: 2395.529541
	Iteration 11Q: 3 clusters Score -213634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -213648.687500 Penalty: 2395.529541
	Iteration 12Q: 3 clusters Score -213648.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -213654.062500 Penalty: 2395.529541
	Iteration 13Q: 3 clusters Score -213654.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -213658.687500 Penalty: 2395.529541
	Iteration 14Q: 3 clusters Score -213658.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -213662.562500 Penalty: 2395.529541
	Iteration 15Q: 3 clusters Score -213662.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -213665.031250 Penalty: 2395.529541
	Iteration 16Q: 3 clusters Score -213665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -213667.000000 Penalty: 2395.529541
	Iteration 17Q: 3 clusters Score -213667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -213669.687500 Penalty: 2395.529541
	Iteration 18Q: 3 clusters Score -213669.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -213671.171875 Penalty: 2395.529541
	Iteration 19Q: 3 clusters Score -213671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -213676.921875 Penalty: 2395.529541
	Iteration 20F: 3 clusters Score -213676.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -213681.312500 Penalty: 2395.529541
	Iteration 21Q: 3 clusters Score -213681.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -213683.500000 Penalty: 2395.529541
	Iteration 22Q: 3 clusters Score -213683.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -213687.640625 Penalty: 2395.529541
	Iteration 23Q: 3 clusters Score -213687.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -213691.421875 Penalty: 2395.529541
	Iteration 24Q: 3 clusters Score -213691.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -213692.312500 Penalty: 2395.529541
	Iteration 25Q: 3 clusters Score -213692.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -213693.453125 Penalty: 2395.529541
	Iteration 26Q: 3 clusters Score -213693.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -213695.171875 Penalty: 2395.529541
	Iteration 27Q: 3 clusters Score -213695.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -213695.171875 Penalty: 2395.529541
	Iteration 28F: 3 clusters Score -213695.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Entering Unmasked Estep 
Score: -1184620.875000 Penalty: 1466.421265
	Iteration 0F: 2 clusters Score -1184621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1178503.375000 Penalty: 2932.842529
	Iteration 0F: 3 clusters Score -1178503 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1180393.875000 Penalty: 2932.842529
	Iteration 1F: 3 clusters Score -1180394 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1180692.000000 Penalty: 2932.842529
	Iteration 2F: 3 clusters Score -1180692 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1180923.125000 Penalty: 2932.842529
	Iteration 3F: 3 clusters Score -1180923 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1181127.750000 Penalty: 2932.842529
	Iteration 4Q: 3 clusters Score -1181128 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1181389.250000 Penalty: 2932.842529
	Iteration 5F: 3 clusters Score -1181389 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1181712.875000 Penalty: 2932.842529
	Iteration 6F: 3 clusters Score -1181713 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1182054.000000 Penalty: 2932.842529
	Iteration 7F: 3 clusters Score -1182054 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1182397.125000 Penalty: 2932.842529
	Iteration 8F: 3 clusters Score -1182397 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1182720.125000 Penalty: 2932.842529
	Iteration 9Q: 3 clusters Score -1182720 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1182968.750000 Penalty: 2932.842529
	Iteration 10Q: 3 clusters Score -1182969 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1183153.375000 Penalty: 2932.842529
	Iteration 11Q: 3 clusters Score -1183153 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1183250.500000 Penalty: 2932.842529
	Iteration 12Q: 3 clusters Score -1183250 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1183296.875000 Penalty: 2932.842529
	Iteration 13Q: 3 clusters Score -1183297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1183335.125000 Penalty: 2932.842529
	Iteration 14Q: 3 clusters Score -1183335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1183364.500000 Penalty: 2932.842529
	Iteration 15Q: 3 clusters Score -1183364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1183380.375000 Penalty: 2932.842529
	Iteration 16Q: 3 clusters Score -1183380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1183389.250000 Penalty: 2932.842529
	Iteration 17Q: 3 clusters Score -1183389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1183395.750000 Penalty: 2932.842529
	Iteration 18Q: 3 clusters Score -1183396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1183402.625000 Penalty: 2932.842529
	Iteration 19Q: 3 clusters Score -1183403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1183406.125000 Penalty: 2932.842529
	Iteration 20F: 3 clusters Score -1183406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Entering Unmasked Estep 
Score: -535478.000000 Penalty: 1346.026733
	Iteration 0F: 2 clusters Score -535478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -532122.562500 Penalty: 2692.053467
	Iteration 0F: 3 clusters Score -532122.6 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -533021.250000 Penalty: 2692.053467
	Iteration 1F: 3 clusters Score -533021.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -533250.250000 Penalty: 2692.053467
	Iteration 2F: 3 clusters Score -533250.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -533512.625000 Penalty: 2692.053467
	Iteration 3F: 3 clusters Score -533512.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -533808.125000 Penalty: 2692.053467
	Iteration 4F: 3 clusters Score -533808.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -534111.187500 Penalty: 2692.053467
	Iteration 5F: 3 clusters Score -534111.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -534344.500000 Penalty: 2692.053467
	Iteration 6F: 3 clusters Score -534344.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -534501.312500 Penalty: 2692.053467
	Iteration 7Q: 3 clusters Score -534501.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -534622.562500 Penalty: 2692.053467
	Iteration 8Q: 3 clusters Score -534622.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -534713.500000 Penalty: 2692.053467
	Iteration 9Q: 3 clusters Score -534713.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -534772.687500 Penalty: 2692.053467
	Iteration 10Q: 3 clusters Score -534772.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -534807.500000 Penalty: 2692.053467
	Iteration 11Q: 3 clusters Score -534807.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -534829.187500 Penalty: 2692.053467
	Iteration 12Q: 3 clusters Score -534829.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -534849.000000 Penalty: 2692.053467
	Iteration 13Q: 3 clusters Score -534849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -534861.250000 Penalty: 2692.053467
	Iteration 14Q: 3 clusters Score -534861.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -534871.500000 Penalty: 2692.053467
	Iteration 15Q: 3 clusters Score -534871.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -534880.312500 Penalty: 2692.053467
	Iteration 16Q: 3 clusters Score -534880.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -534889.062500 Penalty: 2692.053467
	Iteration 17Q: 3 clusters Score -534889.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -534893.937500 Penalty: 2692.053467
	Iteration 18Q: 3 clusters Score -534893.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -534898.875000 Penalty: 2692.053467
	Iteration 19Q: 3 clusters Score -534898.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -534903.937500 Penalty: 2692.053467
	Iteration 20F: 3 clusters Score -534903.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -534908.125000 Penalty: 2692.053467
	Iteration 21Q: 3 clusters Score -534908.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -534910.125000 Penalty: 2692.053467
	Iteration 22Q: 3 clusters Score -534910.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -534913.312500 Penalty: 2692.053467
	Iteration 23Q: 3 clusters Score -534913.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -534914.312500 Penalty: 2692.053467
	Iteration 24Q: 3 clusters Score -534914.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -534916.000000 Penalty: 2692.053467
	Iteration 25Q: 3 clusters Score -534916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -534917.562500 Penalty: 2692.053467
	Iteration 26Q: 3 clusters Score -534917.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -534918.812500 Penalty: 2692.053467
	Iteration 27Q: 3 clusters Score -534918.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -534921.250000 Penalty: 2692.053467
	Iteration 28Q: 3 clusters Score -534921.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -534921.875000 Penalty: 2692.053467
	Iteration 29Q: 3 clusters Score -534921.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -534922.125000 Penalty: 2692.053467
	Iteration 30Q: 3 clusters Score -534922.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -534923.500000 Penalty: 2692.053467
	Iteration 31Q: 3 clusters Score -534923.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -534924.187500 Penalty: 2692.053467
	Iteration 32Q: 3 clusters Score -534924.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -534924.250000 Penalty: 2692.053467
	Iteration 33Q: 3 clusters Score -534924.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -534924.250000 Penalty: 2692.053467
	Iteration 34F: 3 clusters Score -534924.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -43893.933594 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -43893.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42949.628906 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -42949.63 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43120.917969 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -43120.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43225.652344 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -43225.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43262.468750 Penalty: 1959.190430
	Iteration 3F: 3 clusters Score -43262.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43300.179688 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -43300.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43323.464844 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -43323.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43336.625000 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -43336.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43349.250000 Penalty: 1959.190430
	Iteration 7Q: 3 clusters Score -43349.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43369.281250 Penalty: 1959.190430
	Iteration 8Q: 3 clusters Score -43369.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43375.339844 Penalty: 1959.190430
	Iteration 9Q: 3 clusters Score -43375.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43389.000000 Penalty: 1959.190430
	Iteration 10Q: 3 clusters Score -43389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43398.574219 Penalty: 1959.190430
	Iteration 11Q: 3 clusters Score -43398.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43399.140625 Penalty: 1959.190430
	Iteration 12Q: 3 clusters Score -43399.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43399.140625 Penalty: 1959.190430
	Iteration 13F: 3 clusters Score -43399.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -249817.937500 Penalty: 1229.777710
	Iteration 0F: 2 clusters Score -249817.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -247772.828125 Penalty: 2459.555420
	Iteration 0F: 3 clusters Score -247772.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -248284.546875 Penalty: 2459.555420
	Iteration 1F: 3 clusters Score -248284.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -248409.343750 Penalty: 2459.555420
	Iteration 2F: 3 clusters Score -248409.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -248483.312500 Penalty: 2459.555420
	Iteration 3F: 3 clusters Score -248483.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -248546.875000 Penalty: 2459.555420
	Iteration 4Q: 3 clusters Score -248546.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -248616.531250 Penalty: 2459.555420
	Iteration 5Q: 3 clusters Score -248616.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -248686.015625 Penalty: 2459.555420
	Iteration 6Q: 3 clusters Score -248686 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -248756.468750 Penalty: 2459.555420
	Iteration 7Q: 3 clusters Score -248756.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -248835.140625 Penalty: 2459.555420
	Iteration 8Q: 3 clusters Score -248835.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -248914.359375 Penalty: 2459.555420
	Iteration 9Q: 3 clusters Score -248914.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -248975.984375 Penalty: 2459.555420
	Iteration 10Q: 3 clusters Score -248976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -249050.093750 Penalty: 2459.555420
	Iteration 11Q: 3 clusters Score -249050.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -249117.125000 Penalty: 2459.555420
	Iteration 12Q: 3 clusters Score -249117.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -249150.281250 Penalty: 2459.555420
	Iteration 13Q: 3 clusters Score -249150.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -249168.125000 Penalty: 2459.555420
	Iteration 14Q: 3 clusters Score -249168.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -249185.734375 Penalty: 2459.555420
	Iteration 15Q: 3 clusters Score -249185.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -249203.734375 Penalty: 2459.555420
	Iteration 16Q: 3 clusters Score -249203.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -249219.718750 Penalty: 2459.555420
	Iteration 17Q: 3 clusters Score -249219.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -249231.515625 Penalty: 2459.555420
	Iteration 18Q: 3 clusters Score -249231.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -249241.625000 Penalty: 2459.555420
	Iteration 19Q: 3 clusters Score -249241.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -249251.562500 Penalty: 2459.555420
	Iteration 20F: 3 clusters Score -249251.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -249257.656250 Penalty: 2459.555420
	Iteration 21Q: 3 clusters Score -249257.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -249265.093750 Penalty: 2459.555420
	Iteration 22Q: 3 clusters Score -249265.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -249270.515625 Penalty: 2459.555420
	Iteration 23Q: 3 clusters Score -249270.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -249275.828125 Penalty: 2459.555420
	Iteration 24Q: 3 clusters Score -249275.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -249278.671875 Penalty: 2459.555420
	Iteration 25Q: 3 clusters Score -249278.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -249283.921875 Penalty: 2459.555420
	Iteration 26Q: 3 clusters Score -249283.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -249287.453125 Penalty: 2459.555420
	Iteration 27Q: 3 clusters Score -249287.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -249290.718750 Penalty: 2459.555420
	Iteration 28Q: 3 clusters Score -249290.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -249292.812500 Penalty: 2459.555420
	Iteration 29Q: 3 clusters Score -249292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -249294.359375 Penalty: 2459.555420
	Iteration 30Q: 3 clusters Score -249294.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -249295.593750 Penalty: 2459.555420
	Iteration 31Q: 3 clusters Score -249295.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -249296.062500 Penalty: 2459.555420
	Iteration 32Q: 3 clusters Score -249296.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -249296.062500 Penalty: 2459.555420
	Iteration 33F: 3 clusters Score -249296.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Entering Unmasked Estep 
Score: -947105.312500 Penalty: 1432.642334
	Iteration 0F: 2 clusters Score -947105.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -942065.687500 Penalty: 2865.284668
	Iteration 0F: 3 clusters Score -942065.7 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -943575.375000 Penalty: 2865.284668
	Iteration 1F: 3 clusters Score -943575.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -943819.937500 Penalty: 2865.284668
	Iteration 2F: 3 clusters Score -943819.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -944034.000000 Penalty: 2865.284668
	Iteration 3F: 3 clusters Score -944034 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -944230.250000 Penalty: 2865.284668
	Iteration 4F: 3 clusters Score -944230.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -944475.187500 Penalty: 2865.284668
	Iteration 5F: 3 clusters Score -944475.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -944794.687500 Penalty: 2865.284668
	Iteration 6F: 3 clusters Score -944794.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -945165.187500 Penalty: 2865.284668
	Iteration 7F: 3 clusters Score -945165.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -945548.937500 Penalty: 2865.284668
	Iteration 8F: 3 clusters Score -945548.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -945861.875000 Penalty: 2865.284668
	Iteration 9F: 3 clusters Score -945861.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -946078.437500 Penalty: 2865.284668
	Iteration 10Q: 3 clusters Score -946078.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -946217.312500 Penalty: 2865.284668
	Iteration 11Q: 3 clusters Score -946217.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -946301.125000 Penalty: 2865.284668
	Iteration 12Q: 3 clusters Score -946301.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -946346.875000 Penalty: 2865.284668
	Iteration 13Q: 3 clusters Score -946346.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -946380.812500 Penalty: 2865.284668
	Iteration 14Q: 3 clusters Score -946380.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -946405.312500 Penalty: 2865.284668
	Iteration 15Q: 3 clusters Score -946405.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -946419.500000 Penalty: 2865.284668
	Iteration 16Q: 3 clusters Score -946419.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -946432.000000 Penalty: 2865.284668
	Iteration 17Q: 3 clusters Score -946432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -946445.000000 Penalty: 2865.284668
	Iteration 18Q: 3 clusters Score -946445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -946450.875000 Penalty: 2865.284668
	Iteration 19Q: 3 clusters Score -946450.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -946458.812500 Penalty: 2865.284668
	Iteration 20F: 3 clusters Score -946458.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -946461.625000 Penalty: 2865.284668
	Iteration 21Q: 3 clusters Score -946461.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -946467.687500 Penalty: 2865.284668
	Iteration 22Q: 3 clusters Score -946467.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -946473.250000 Penalty: 2865.284668
	Iteration 23Q: 3 clusters Score -946473.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -946477.750000 Penalty: 2865.284668
	Iteration 24Q: 3 clusters Score -946477.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -946479.500000 Penalty: 2865.284668
	Iteration 25Q: 3 clusters Score -946479.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -946483.187500 Penalty: 2865.284668
	Iteration 26Q: 3 clusters Score -946483.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -946483.562500 Penalty: 2865.284668
	Iteration 27Q: 3 clusters Score -946483.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -946482.062500 Penalty: 2865.284668
	Iteration 28Q: 3 clusters Score -946482.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -946484.812500 Penalty: 2865.284668
	Iteration 29Q: 3 clusters Score -946484.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -946485.750000 Penalty: 2865.284668
	Iteration 30Q: 3 clusters Score -946485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -946486.125000 Penalty: 2865.284668
	Iteration 31Q: 3 clusters Score -946486.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -946487.750000 Penalty: 2865.284668
	Iteration 32Q: 3 clusters Score -946487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -946487.812500 Penalty: 2865.284668
	Iteration 33Q: 3 clusters Score -946487.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -946490.125000 Penalty: 2865.284668
	Iteration 34Q: 3 clusters Score -946490.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -946494.312500 Penalty: 2865.284668
	Iteration 35Q: 3 clusters Score -946494.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -946494.687500 Penalty: 2865.284668
	Iteration 36Q: 3 clusters Score -946494.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -946492.812500 Penalty: 2865.284668
	Iteration 37Q: 3 clusters Score -946492.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -946493.187500 Penalty: 2865.284668
	Iteration 38Q: 3 clusters Score -946493.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -946495.562500 Penalty: 2865.284668
	Iteration 39Q: 3 clusters Score -946495.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -946495.937500 Penalty: 2865.284668
	Iteration 40F: 3 clusters Score -946495.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -946497.000000 Penalty: 2865.284668
	Iteration 41Q: 3 clusters Score -946497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -946496.937500 Penalty: 2865.284668
	Iteration 42Q: 3 clusters Score -946496.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -946497.125000 Penalty: 2865.284668
	Iteration 43Q: 3 clusters Score -946497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -946497.812500 Penalty: 2865.284668
	Iteration 44Q: 3 clusters Score -946497.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -946497.687500 Penalty: 2865.284668
	Iteration 45Q: 3 clusters Score -946497.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -946497.687500 Penalty: 2865.284668
	Iteration 46F: 3 clusters Score -946497.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Entering Unmasked Estep 
Score: -102957.953125 Penalty: 1096.482788
	Iteration 0F: 2 clusters Score -102958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -101621.671875 Penalty: 2192.965576
	Iteration 0F: 3 clusters Score -101621.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -101900.265625 Penalty: 2192.965576
	Iteration 1F: 3 clusters Score -101900.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -102006.851562 Penalty: 2192.965576
	Iteration 2F: 3 clusters Score -102006.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -102081.429688 Penalty: 2192.965576
	Iteration 3Q: 3 clusters Score -102081.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -102144.421875 Penalty: 2192.965576
	Iteration 4F: 3 clusters Score -102144.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -102190.468750 Penalty: 2192.965576
	Iteration 5Q: 3 clusters Score -102190.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -102253.406250 Penalty: 2192.965576
	Iteration 6Q: 3 clusters Score -102253.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -102321.000000 Penalty: 2192.965576
	Iteration 7Q: 3 clusters Score -102321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -102370.773438 Penalty: 2192.965576
	Iteration 8Q: 3 clusters Score -102370.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -102419.664062 Penalty: 2192.965576
	Iteration 9Q: 3 clusters Score -102419.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -102466.914062 Penalty: 2192.965576
	Iteration 10Q: 3 clusters Score -102466.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -102490.429688 Penalty: 2192.965576
	Iteration 11Q: 3 clusters Score -102490.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -102523.078125 Penalty: 2192.965576
	Iteration 12Q: 3 clusters Score -102523.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -102570.125000 Penalty: 2192.965576
	Iteration 13Q: 3 clusters Score -102570.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -102614.179688 Penalty: 2192.965576
	Iteration 14Q: 3 clusters Score -102614.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -102650.031250 Penalty: 2192.965576
	Iteration 15Q: 3 clusters Score -102650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -102670.648438 Penalty: 2192.965576
	Iteration 16Q: 3 clusters Score -102670.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -102681.851562 Penalty: 2192.965576
	Iteration 17Q: 3 clusters Score -102681.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -102687.023438 Penalty: 2192.965576
	Iteration 18Q: 3 clusters Score -102687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -102696.335938 Penalty: 2192.965576
	Iteration 19Q: 3 clusters Score -102696.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -102701.382812 Penalty: 2192.965576
	Iteration 20F: 3 clusters Score -102701.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -102706.367188 Penalty: 2192.965576
	Iteration 21Q: 3 clusters Score -102706.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -102708.976562 Penalty: 2192.965576
	Iteration 22Q: 3 clusters Score -102709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -102725.195312 Penalty: 2192.965576
	Iteration 23Q: 3 clusters Score -102725.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -102737.132812 Penalty: 2192.965576
	Iteration 24Q: 3 clusters Score -102737.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -102761.007812 Penalty: 2192.965576
	Iteration 25Q: 3 clusters Score -102761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -102774.734375 Penalty: 2192.965576
	Iteration 26Q: 3 clusters Score -102774.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -102794.781250 Penalty: 2192.965576
	Iteration 27Q: 3 clusters Score -102794.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -102806.304688 Penalty: 2192.965576
	Iteration 28Q: 3 clusters Score -102806.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -102811.906250 Penalty: 2192.965576
	Iteration 29Q: 3 clusters Score -102811.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -102813.015625 Penalty: 2192.965576
	Iteration 30Q: 3 clusters Score -102813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -102813.296875 Penalty: 2192.965576
	Iteration 31Q: 3 clusters Score -102813.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -102813.296875 Penalty: 2192.965576
	Iteration 32F: 3 clusters Score -102813.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -48145.527344 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -48145.53 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 189 members 
Entering Unmasked Estep 
Score: -47333.148438 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -47333.15 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47554.125000 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -47554.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47659.617188 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -47659.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -47743.187500 Penalty: 1924.512939
	Iteration 3F: 3 clusters Score -47743.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -47854.914062 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -47854.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -47934.687500 Penalty: 1924.512939
	Iteration 5F: 3 clusters Score -47934.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -47974.203125 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -47974.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -48033.882812 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -48033.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -48064.843750 Penalty: 1924.512939
	Iteration 8Q: 3 clusters Score -48064.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -48091.742188 Penalty: 1924.512939
	Iteration 9Q: 3 clusters Score -48091.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -48095.812500 Penalty: 1924.512939
	Iteration 10Q: 3 clusters Score -48095.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -48097.453125 Penalty: 1924.512939
	Iteration 11Q: 3 clusters Score -48097.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -48098.855469 Penalty: 1924.512939
	Iteration 12Q: 3 clusters Score -48098.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -48098.855469 Penalty: 1924.512939
	Iteration 13F: 3 clusters Score -48098.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Entering Unmasked Estep 
Score: -2861482.250000 Penalty: 1599.192871
	Iteration 0F: 2 clusters Score -2861482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2848917.500000 Penalty: 3198.385742
	Iteration 0F: 3 clusters Score -2848918 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2853593.250000 Penalty: 3198.385742
	Iteration 1F: 3 clusters Score -2853593 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2853992.000000 Penalty: 3198.385742
	Iteration 2F: 3 clusters Score -2853992 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2854416.750000 Penalty: 3198.385742
	Iteration 3F: 3 clusters Score -2854417 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2854885.750000 Penalty: 3198.385742
	Iteration 4F: 3 clusters Score -2854886 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2855432.750000 Penalty: 3198.385742
	Iteration 5F: 3 clusters Score -2855433 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2856034.750000 Penalty: 3198.385742
	Iteration 6F: 3 clusters Score -2856035 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2856650.500000 Penalty: 3198.385742
	Iteration 7F: 3 clusters Score -2856650 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2857243.250000 Penalty: 3198.385742
	Iteration 8F: 3 clusters Score -2857243 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2857773.250000 Penalty: 3198.385742
	Iteration 9Q: 3 clusters Score -2857773 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2858251.500000 Penalty: 3198.385742
	Iteration 10Q: 3 clusters Score -2858252 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2858713.750000 Penalty: 3198.385742
	Iteration 11Q: 3 clusters Score -2858714 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2859068.500000 Penalty: 3198.385742
	Iteration 12Q: 3 clusters Score -2859068 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2859360.250000 Penalty: 3198.385742
	Iteration 13Q: 3 clusters Score -2859360 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2859594.500000 Penalty: 3198.385742
	Iteration 14Q: 3 clusters Score -2859594 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2859737.500000 Penalty: 3198.385742
	Iteration 15Q: 3 clusters Score -2859738 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2859846.250000 Penalty: 3198.385742
	Iteration 16Q: 3 clusters Score -2859846 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2859922.500000 Penalty: 3198.385742
	Iteration 17Q: 3 clusters Score -2859922 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2859975.250000 Penalty: 3198.385742
	Iteration 18Q: 3 clusters Score -2859975 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2860005.750000 Penalty: 3198.385742
	Iteration 19Q: 3 clusters Score -2860006 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2860036.750000 Penalty: 3198.385742
	Iteration 20F: 3 clusters Score -2860037 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2860061.000000 Penalty: 3198.385742
	Iteration 21Q: 3 clusters Score -2860061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2860083.250000 Penalty: 3198.385742
	Iteration 22Q: 3 clusters Score -2860083 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2860103.750000 Penalty: 3198.385742
	Iteration 23Q: 3 clusters Score -2860104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2860121.500000 Penalty: 3198.385742
	Iteration 24Q: 3 clusters Score -2860122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2860131.250000 Penalty: 3198.385742
	Iteration 25Q: 3 clusters Score -2860131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2860146.000000 Penalty: 3198.385742
	Iteration 26Q: 3 clusters Score -2860146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2860154.250000 Penalty: 3198.385742
	Iteration 27Q: 3 clusters Score -2860154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2860167.000000 Penalty: 3198.385742
	Iteration 28Q: 3 clusters Score -2860167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2860174.250000 Penalty: 3198.385742
	Iteration 29Q: 3 clusters Score -2860174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2860180.500000 Penalty: 3198.385742
	Iteration 30Q: 3 clusters Score -2860180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2860187.750000 Penalty: 3198.385742
	Iteration 31Q: 3 clusters Score -2860188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2860193.750000 Penalty: 3198.385742
	Iteration 32Q: 3 clusters Score -2860194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2860192.500000 Penalty: 3198.385742
	Iteration 33Q: 3 clusters Score -2860192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2860195.500000 Penalty: 3198.385742
	Iteration 34Q: 3 clusters Score -2860196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2860196.750000 Penalty: 3198.385742
	Iteration 35Q: 3 clusters Score -2860197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2860192.000000 Penalty: 3198.385742
	Iteration 36Q: 3 clusters Score -2860192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2860194.500000 Penalty: 3198.385742
	Iteration 37Q: 3 clusters Score -2860194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2860197.500000 Penalty: 3198.385742
	Iteration 38Q: 3 clusters Score -2860198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2860200.750000 Penalty: 3198.385742
	Iteration 39Q: 3 clusters Score -2860201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2860200.750000 Penalty: 3198.385742
	Iteration 40F: 3 clusters Score -2860201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Entering Unmasked Estep 
Score: -3068374.750000 Penalty: 1609.657593
	Iteration 0F: 2 clusters Score -3068375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -3055521.250000 Penalty: 3219.315186
	Iteration 0F: 3 clusters Score -3055521 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -3060507.000000 Penalty: 3219.315186
	Iteration 1F: 3 clusters Score -3060507 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -3060858.000000 Penalty: 3219.315186
	Iteration 2F: 3 clusters Score -3060858 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -3061175.500000 Penalty: 3219.315186
	Iteration 3Q: 3 clusters Score -3061176 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -3061419.500000 Penalty: 3219.315186
	Iteration 4Q: 3 clusters Score -3061420 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -3061653.250000 Penalty: 3219.315186
	Iteration 5Q: 3 clusters Score -3061653 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -3061885.500000 Penalty: 3219.315186
	Iteration 6Q: 3 clusters Score -3061886 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -3062098.750000 Penalty: 3219.315186
	Iteration 7Q: 3 clusters Score -3062099 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -3062339.000000 Penalty: 3219.315186
	Iteration 8Q: 3 clusters Score -3062339 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -3062609.250000 Penalty: 3219.315186
	Iteration 9Q: 3 clusters Score -3062609 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -3062927.250000 Penalty: 3219.315186
	Iteration 10Q: 3 clusters Score -3062927 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -3063283.000000 Penalty: 3219.315186
	Iteration 11Q: 3 clusters Score -3063283 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -3063685.500000 Penalty: 3219.315186
	Iteration 12Q: 3 clusters Score -3063686 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -3063990.500000 Penalty: 3219.315186
	Iteration 13Q: 3 clusters Score -3063990 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -3064233.000000 Penalty: 3219.315186
	Iteration 14Q: 3 clusters Score -3064233 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -3064378.000000 Penalty: 3219.315186
	Iteration 15Q: 3 clusters Score -3064378 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3064481.250000 Penalty: 3219.315186
	Iteration 16Q: 3 clusters Score -3064481 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3064568.750000 Penalty: 3219.315186
	Iteration 17Q: 3 clusters Score -3064569 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -3064658.250000 Penalty: 3219.315186
	Iteration 18Q: 3 clusters Score -3064658 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -3064762.500000 Penalty: 3219.315186
	Iteration 19Q: 3 clusters Score -3064762 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -3064860.000000 Penalty: 3219.315186
	Iteration 20F: 3 clusters Score -3064860 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -3064983.500000 Penalty: 3219.315186
	Iteration 21Q: 3 clusters Score -3064984 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -3065100.250000 Penalty: 3219.315186
	Iteration 22Q: 3 clusters Score -3065100 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3065234.000000 Penalty: 3219.315186
	Iteration 23Q: 3 clusters Score -3065234 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3065340.750000 Penalty: 3219.315186
	Iteration 24Q: 3 clusters Score -3065341 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3065444.250000 Penalty: 3219.315186
	Iteration 25Q: 3 clusters Score -3065444 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -3065562.250000 Penalty: 3219.315186
	Iteration 26Q: 3 clusters Score -3065562 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3065617.000000 Penalty: 3219.315186
	Iteration 27Q: 3 clusters Score -3065617 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3065684.000000 Penalty: 3219.315186
	Iteration 28Q: 3 clusters Score -3065684 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3065752.750000 Penalty: 3219.315186
	Iteration 29Q: 3 clusters Score -3065753 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3065823.750000 Penalty: 3219.315186
	Iteration 30Q: 3 clusters Score -3065824 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3065874.750000 Penalty: 3219.315186
	Iteration 31Q: 3 clusters Score -3065875 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3065964.000000 Penalty: 3219.315186
	Iteration 32Q: 3 clusters Score -3065964 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3066055.500000 Penalty: 3219.315186
	Iteration 33Q: 3 clusters Score -3066056 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3066115.750000 Penalty: 3219.315186
	Iteration 34Q: 3 clusters Score -3066116 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3066167.000000 Penalty: 3219.315186
	Iteration 35Q: 3 clusters Score -3066167 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3066253.750000 Penalty: 3219.315186
	Iteration 36Q: 3 clusters Score -3066254 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3066337.500000 Penalty: 3219.315186
	Iteration 37Q: 3 clusters Score -3066338 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3066394.000000 Penalty: 3219.315186
	Iteration 38Q: 3 clusters Score -3066394 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3066414.000000 Penalty: 3219.315186
	Iteration 39Q: 3 clusters Score -3066414 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3066445.500000 Penalty: 3219.315186
	Iteration 40F: 3 clusters Score -3066446 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3066468.750000 Penalty: 3219.315186
	Iteration 41Q: 3 clusters Score -3066469 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3066486.750000 Penalty: 3219.315186
	Iteration 42Q: 3 clusters Score -3066487 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3066529.000000 Penalty: 3219.315186
	Iteration 43Q: 3 clusters Score -3066529 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3066567.250000 Penalty: 3219.315186
	Iteration 44Q: 3 clusters Score -3066567 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3066592.750000 Penalty: 3219.315186
	Iteration 45Q: 3 clusters Score -3066593 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3066615.000000 Penalty: 3219.315186
	Iteration 46Q: 3 clusters Score -3066615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3066647.500000 Penalty: 3219.315186
	Iteration 47Q: 3 clusters Score -3066648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3066665.250000 Penalty: 3219.315186
	Iteration 48Q: 3 clusters Score -3066665 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3066710.000000 Penalty: 3219.315186
	Iteration 49Q: 3 clusters Score -3066710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3066719.500000 Penalty: 3219.315186
	Iteration 50Q: 3 clusters Score -3066720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3066742.500000 Penalty: 3219.315186
	Iteration 51Q: 3 clusters Score -3066742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3066767.000000 Penalty: 3219.315186
	Iteration 52Q: 3 clusters Score -3066767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3066788.000000 Penalty: 3219.315186
	Iteration 53Q: 3 clusters Score -3066788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3066794.500000 Penalty: 3219.315186
	Iteration 54Q: 3 clusters Score -3066794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3066810.250000 Penalty: 3219.315186
	Iteration 55Q: 3 clusters Score -3066810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3066816.250000 Penalty: 3219.315186
	Iteration 56Q: 3 clusters Score -3066816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3066823.000000 Penalty: 3219.315186
	Iteration 57Q: 3 clusters Score -3066823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3066824.500000 Penalty: 3219.315186
	Iteration 58Q: 3 clusters Score -3066824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3066824.500000 Penalty: 3219.315186
	Iteration 59Q: 3 clusters Score -3066824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3066832.250000 Penalty: 3219.315186
	Iteration 60F: 3 clusters Score -3066832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3066838.750000 Penalty: 3219.315186
	Iteration 61Q: 3 clusters Score -3066839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3066851.000000 Penalty: 3219.315186
	Iteration 62Q: 3 clusters Score -3066851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3066875.750000 Penalty: 3219.315186
	Iteration 63Q: 3 clusters Score -3066876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3066888.500000 Penalty: 3219.315186
	Iteration 64Q: 3 clusters Score -3066888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3066900.750000 Penalty: 3219.315186
	Iteration 65Q: 3 clusters Score -3066901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3066911.750000 Penalty: 3219.315186
	Iteration 66Q: 3 clusters Score -3066912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3066913.750000 Penalty: 3219.315186
	Iteration 67Q: 3 clusters Score -3066914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3066917.250000 Penalty: 3219.315186
	Iteration 68Q: 3 clusters Score -3066917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3066915.500000 Penalty: 3219.315186
	Iteration 69Q: 3 clusters Score -3066916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3066914.750000 Penalty: 3219.315186
	Iteration 70Q: 3 clusters Score -3066915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3066914.750000 Penalty: 3219.315186
	Iteration 71F: 3 clusters Score -3066915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -369605.218750 Penalty: 1289.765381
	Iteration 0F: 2 clusters Score -369605.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -367021.218750 Penalty: 2579.530762
	Iteration 0F: 3 clusters Score -367021.2 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -367764.156250 Penalty: 2579.530762
	Iteration 1F: 3 clusters Score -367764.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -367993.312500 Penalty: 2579.530762
	Iteration 2F: 3 clusters Score -367993.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -368166.562500 Penalty: 2579.530762
	Iteration 3F: 3 clusters Score -368166.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -368311.250000 Penalty: 2579.530762
	Iteration 4F: 3 clusters Score -368311.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -368465.187500 Penalty: 2579.530762
	Iteration 5F: 3 clusters Score -368465.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -368625.562500 Penalty: 2579.530762
	Iteration 6F: 3 clusters Score -368625.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -368758.250000 Penalty: 2579.530762
	Iteration 7Q: 3 clusters Score -368758.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -368886.625000 Penalty: 2579.530762
	Iteration 8Q: 3 clusters Score -368886.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -368967.968750 Penalty: 2579.530762
	Iteration 9Q: 3 clusters Score -368968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -369011.468750 Penalty: 2579.530762
	Iteration 10Q: 3 clusters Score -369011.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -369035.875000 Penalty: 2579.530762
	Iteration 11Q: 3 clusters Score -369035.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -369054.968750 Penalty: 2579.530762
	Iteration 12Q: 3 clusters Score -369055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -369068.875000 Penalty: 2579.530762
	Iteration 13Q: 3 clusters Score -369068.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -369079.156250 Penalty: 2579.530762
	Iteration 14Q: 3 clusters Score -369079.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -369086.281250 Penalty: 2579.530762
	Iteration 15Q: 3 clusters Score -369086.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -369092.187500 Penalty: 2579.530762
	Iteration 16Q: 3 clusters Score -369092.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -369098.687500 Penalty: 2579.530762
	Iteration 17Q: 3 clusters Score -369098.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -369104.875000 Penalty: 2579.530762
	Iteration 18Q: 3 clusters Score -369104.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -369111.500000 Penalty: 2579.530762
	Iteration 19Q: 3 clusters Score -369111.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -369116.281250 Penalty: 2579.530762
	Iteration 20F: 3 clusters Score -369116.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -369121.093750 Penalty: 2579.530762
	Iteration 21Q: 3 clusters Score -369121.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -369123.156250 Penalty: 2579.530762
	Iteration 22Q: 3 clusters Score -369123.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -369125.875000 Penalty: 2579.530762
	Iteration 23Q: 3 clusters Score -369125.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -369127.468750 Penalty: 2579.530762
	Iteration 24Q: 3 clusters Score -369127.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -369130.093750 Penalty: 2579.530762
	Iteration 25Q: 3 clusters Score -369130.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -369132.656250 Penalty: 2579.530762
	Iteration 26Q: 3 clusters Score -369132.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -369136.968750 Penalty: 2579.530762
	Iteration 27Q: 3 clusters Score -369137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -369138.687500 Penalty: 2579.530762
	Iteration 28Q: 3 clusters Score -369138.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -369142.062500 Penalty: 2579.530762
	Iteration 29Q: 3 clusters Score -369142.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -369143.375000 Penalty: 2579.530762
	Iteration 30Q: 3 clusters Score -369143.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -369143.406250 Penalty: 2579.530762
	Iteration 31Q: 3 clusters Score -369143.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -369143.406250 Penalty: 2579.530762
	Iteration 32F: 3 clusters Score -369143.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -272582.750000 Penalty: 1229.777710
	Iteration 0F: 2 clusters Score -272582.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -270550.187500 Penalty: 2459.555420
	Iteration 0F: 3 clusters Score -270550.2 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -271047.031250 Penalty: 2459.555420
	Iteration 1F: 3 clusters Score -271047 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -271208.250000 Penalty: 2459.555420
	Iteration 2F: 3 clusters Score -271208.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -271314.437500 Penalty: 2459.555420
	Iteration 3F: 3 clusters Score -271314.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -271405.937500 Penalty: 2459.555420
	Iteration 4F: 3 clusters Score -271405.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -271484.218750 Penalty: 2459.555420
	Iteration 5Q: 3 clusters Score -271484.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -271556.218750 Penalty: 2459.555420
	Iteration 6Q: 3 clusters Score -271556.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -271625.750000 Penalty: 2459.555420
	Iteration 7Q: 3 clusters Score -271625.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -271668.406250 Penalty: 2459.555420
	Iteration 8Q: 3 clusters Score -271668.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -271707.343750 Penalty: 2459.555420
	Iteration 9Q: 3 clusters Score -271707.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -271738.718750 Penalty: 2459.555420
	Iteration 10Q: 3 clusters Score -271738.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -271762.906250 Penalty: 2459.555420
	Iteration 11Q: 3 clusters Score -271762.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -271786.000000 Penalty: 2459.555420
	Iteration 12Q: 3 clusters Score -271786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -271810.093750 Penalty: 2459.555420
	Iteration 13Q: 3 clusters Score -271810.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -271828.031250 Penalty: 2459.555420
	Iteration 14Q: 3 clusters Score -271828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -271836.500000 Penalty: 2459.555420
	Iteration 15Q: 3 clusters Score -271836.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -271843.093750 Penalty: 2459.555420
	Iteration 16Q: 3 clusters Score -271843.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -271847.750000 Penalty: 2459.555420
	Iteration 17Q: 3 clusters Score -271847.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -271853.250000 Penalty: 2459.555420
	Iteration 18Q: 3 clusters Score -271853.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -271860.593750 Penalty: 2459.555420
	Iteration 19Q: 3 clusters Score -271860.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -271870.531250 Penalty: 2459.555420
	Iteration 20F: 3 clusters Score -271870.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -271875.250000 Penalty: 2459.555420
	Iteration 21Q: 3 clusters Score -271875.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -271880.312500 Penalty: 2459.555420
	Iteration 22Q: 3 clusters Score -271880.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -271881.968750 Penalty: 2459.555420
	Iteration 23Q: 3 clusters Score -271882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -271881.906250 Penalty: 2459.555420
	Iteration 24Q: 3 clusters Score -271881.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -271881.906250 Penalty: 2459.555420
	Iteration 25F: 3 clusters Score -271881.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Entering Unmasked Estep 
Score: -1493275.750000 Penalty: 1496.923950
	Iteration 0F: 2 clusters Score -1493276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1486130.875000 Penalty: 2993.847900
	Iteration 0F: 3 clusters Score -1486131 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1488563.375000 Penalty: 2993.847900
	Iteration 1F: 3 clusters Score -1488563 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1488977.000000 Penalty: 2993.847900
	Iteration 2F: 3 clusters Score -1488977 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1489399.625000 Penalty: 2993.847900
	Iteration 3F: 3 clusters Score -1489400 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1489890.875000 Penalty: 2993.847900
	Iteration 4F: 3 clusters Score -1489891 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1490374.750000 Penalty: 2993.847900
	Iteration 5F: 3 clusters Score -1490375 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1490769.000000 Penalty: 2993.847900
	Iteration 6F: 3 clusters Score -1490769 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1491166.875000 Penalty: 2993.847900
	Iteration 7F: 3 clusters Score -1491167 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1491570.625000 Penalty: 2993.847900
	Iteration 8Q: 3 clusters Score -1491571 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1491892.875000 Penalty: 2993.847900
	Iteration 9Q: 3 clusters Score -1491893 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1492113.375000 Penalty: 2993.847900
	Iteration 10Q: 3 clusters Score -1492113 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1492229.625000 Penalty: 2993.847900
	Iteration 11Q: 3 clusters Score -1492230 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1492310.500000 Penalty: 2993.847900
	Iteration 12Q: 3 clusters Score -1492310 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1492367.375000 Penalty: 2993.847900
	Iteration 13Q: 3 clusters Score -1492367 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1492408.375000 Penalty: 2993.847900
	Iteration 14Q: 3 clusters Score -1492408 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1492442.750000 Penalty: 2993.847900
	Iteration 15Q: 3 clusters Score -1492443 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1492458.500000 Penalty: 2993.847900
	Iteration 16Q: 3 clusters Score -1492458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1492467.500000 Penalty: 2993.847900
	Iteration 17Q: 3 clusters Score -1492468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1492472.375000 Penalty: 2993.847900
	Iteration 18Q: 3 clusters Score -1492472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1492479.625000 Penalty: 2993.847900
	Iteration 19Q: 3 clusters Score -1492480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1492489.125000 Penalty: 2993.847900
	Iteration 20F: 3 clusters Score -1492489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1492490.375000 Penalty: 2993.847900
	Iteration 21Q: 3 clusters Score -1492490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1492495.375000 Penalty: 2993.847900
	Iteration 22Q: 3 clusters Score -1492495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1492499.000000 Penalty: 2993.847900
	Iteration 23Q: 3 clusters Score -1492499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1492509.250000 Penalty: 2993.847900
	Iteration 24Q: 3 clusters Score -1492509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1492513.125000 Penalty: 2993.847900
	Iteration 25Q: 3 clusters Score -1492513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1492513.750000 Penalty: 2993.847900
	Iteration 26Q: 3 clusters Score -1492514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1492513.375000 Penalty: 2993.847900
	Iteration 27Q: 3 clusters Score -1492513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1492515.375000 Penalty: 2993.847900
	Iteration 28Q: 3 clusters Score -1492515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1492516.500000 Penalty: 2993.847900
	Iteration 29Q: 3 clusters Score -1492516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1492516.500000 Penalty: 2993.847900
	Iteration 30F: 3 clusters Score -1492516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Entering Unmasked Estep 
Score: -1044806.250000 Penalty: 1446.649048
	Iteration 0F: 2 clusters Score -1044806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1039247.000000 Penalty: 2893.298096
	Iteration 0F: 3 clusters Score -1039247 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1040882.875000 Penalty: 2893.298096
	Iteration 1F: 3 clusters Score -1040883 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1041132.000000 Penalty: 2893.298096
	Iteration 2F: 3 clusters Score -1041132 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1041326.625000 Penalty: 2893.298096
	Iteration 3F: 3 clusters Score -1041327 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1041493.125000 Penalty: 2893.298096
	Iteration 4Q: 3 clusters Score -1041493 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1041611.937500 Penalty: 2893.298096
	Iteration 5Q: 3 clusters Score -1041612 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1041704.062500 Penalty: 2893.298096
	Iteration 6Q: 3 clusters Score -1041704 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1041777.000000 Penalty: 2893.298096
	Iteration 7Q: 3 clusters Score -1041777 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1041851.812500 Penalty: 2893.298096
	Iteration 8Q: 3 clusters Score -1041852 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1041932.062500 Penalty: 2893.298096
	Iteration 9Q: 3 clusters Score -1041932 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1042011.875000 Penalty: 2893.298096
	Iteration 10Q: 3 clusters Score -1042012 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1042098.312500 Penalty: 2893.298096
	Iteration 11Q: 3 clusters Score -1042098 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1042190.312500 Penalty: 2893.298096
	Iteration 12Q: 3 clusters Score -1042190 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1042292.250000 Penalty: 2893.298096
	Iteration 13Q: 3 clusters Score -1042292 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1042399.250000 Penalty: 2893.298096
	Iteration 14Q: 3 clusters Score -1042399 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1042512.687500 Penalty: 2893.298096
	Iteration 15Q: 3 clusters Score -1042513 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1042637.437500 Penalty: 2893.298096
	Iteration 16Q: 3 clusters Score -1042637 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1042762.125000 Penalty: 2893.298096
	Iteration 17Q: 3 clusters Score -1042762 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1042874.687500 Penalty: 2893.298096
	Iteration 18Q: 3 clusters Score -1042875 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1042994.312500 Penalty: 2893.298096
	Iteration 19Q: 3 clusters Score -1042994 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1043093.250000 Penalty: 2893.298096
	Iteration 20F: 3 clusters Score -1043093 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1043186.687500 Penalty: 2893.298096
	Iteration 21Q: 3 clusters Score -1043187 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1043261.812500 Penalty: 2893.298096
	Iteration 22Q: 3 clusters Score -1043262 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1043332.750000 Penalty: 2893.298096
	Iteration 23Q: 3 clusters Score -1043333 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1043381.250000 Penalty: 2893.298096
	Iteration 24Q: 3 clusters Score -1043381 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1043424.625000 Penalty: 2893.298096
	Iteration 25Q: 3 clusters Score -1043425 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1043462.000000 Penalty: 2893.298096
	Iteration 26Q: 3 clusters Score -1043462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1043493.437500 Penalty: 2893.298096
	Iteration 27Q: 3 clusters Score -1043493 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1043515.687500 Penalty: 2893.298096
	Iteration 28Q: 3 clusters Score -1043516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1043533.750000 Penalty: 2893.298096
	Iteration 29Q: 3 clusters Score -1043534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1043543.062500 Penalty: 2893.298096
	Iteration 30Q: 3 clusters Score -1043543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1043553.250000 Penalty: 2893.298096
	Iteration 31Q: 3 clusters Score -1043553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1043559.125000 Penalty: 2893.298096
	Iteration 32Q: 3 clusters Score -1043559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1043563.562500 Penalty: 2893.298096
	Iteration 33Q: 3 clusters Score -1043564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1043567.062500 Penalty: 2893.298096
	Iteration 34Q: 3 clusters Score -1043567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1043570.375000 Penalty: 2893.298096
	Iteration 35Q: 3 clusters Score -1043570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1043571.125000 Penalty: 2893.298096
	Iteration 36Q: 3 clusters Score -1043571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1043570.625000 Penalty: 2893.298096
	Iteration 37Q: 3 clusters Score -1043571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1043571.562500 Penalty: 2893.298096
	Iteration 38Q: 3 clusters Score -1043572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1043572.500000 Penalty: 2893.298096
	Iteration 39Q: 3 clusters Score -1043572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1043572.687500 Penalty: 2893.298096
	Iteration 40F: 3 clusters Score -1043573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1043572.625000 Penalty: 2893.298096
	Iteration 41Q: 3 clusters Score -1043573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1043573.250000 Penalty: 2893.298096
	Iteration 42Q: 3 clusters Score -1043573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1043574.125000 Penalty: 2893.298096
	Iteration 43Q: 3 clusters Score -1043574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1043576.062500 Penalty: 2893.298096
	Iteration 44Q: 3 clusters Score -1043576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1043576.062500 Penalty: 2893.298096
	Iteration 45Q: 3 clusters Score -1043576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1043576.062500 Penalty: 2893.298096
	Iteration 46F: 3 clusters Score -1043576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -194256.468750 Penalty: 1199.595215
	Iteration 0F: 2 clusters Score -194256.5 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 775 members 
Entering Unmasked Estep 
Score: -192442.843750 Penalty: 2399.190430
	Iteration 0F: 3 clusters Score -192442.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -192997.921875 Penalty: 2399.190430
	Iteration 1F: 3 clusters Score -192997.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -193246.015625 Penalty: 2399.190430
	Iteration 2F: 3 clusters Score -193246 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -193420.468750 Penalty: 2399.190430
	Iteration 3F: 3 clusters Score -193420.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -193618.218750 Penalty: 2399.190430
	Iteration 4F: 3 clusters Score -193618.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -193727.281250 Penalty: 2399.190430
	Iteration 5F: 3 clusters Score -193727.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -193791.546875 Penalty: 2399.190430
	Iteration 6Q: 3 clusters Score -193791.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -193839.234375 Penalty: 2399.190430
	Iteration 7Q: 3 clusters Score -193839.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -193878.687500 Penalty: 2399.190430
	Iteration 8Q: 3 clusters Score -193878.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -193924.609375 Penalty: 2399.190430
	Iteration 9Q: 3 clusters Score -193924.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -193965.765625 Penalty: 2399.190430
	Iteration 10Q: 3 clusters Score -193965.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -193988.750000 Penalty: 2399.190430
	Iteration 11Q: 3 clusters Score -193988.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -194003.343750 Penalty: 2399.190430
	Iteration 12Q: 3 clusters Score -194003.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -194010.968750 Penalty: 2399.190430
	Iteration 13Q: 3 clusters Score -194011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -194017.906250 Penalty: 2399.190430
	Iteration 14Q: 3 clusters Score -194017.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -194031.109375 Penalty: 2399.190430
	Iteration 15Q: 3 clusters Score -194031.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -194038.265625 Penalty: 2399.190430
	Iteration 16Q: 3 clusters Score -194038.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -194045.984375 Penalty: 2399.190430
	Iteration 17Q: 3 clusters Score -194046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -194053.468750 Penalty: 2399.190430
	Iteration 18Q: 3 clusters Score -194053.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -194061.468750 Penalty: 2399.190430
	Iteration 19Q: 3 clusters Score -194061.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -194069.109375 Penalty: 2399.190430
	Iteration 20F: 3 clusters Score -194069.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -194075.046875 Penalty: 2399.190430
	Iteration 21Q: 3 clusters Score -194075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -194082.109375 Penalty: 2399.190430
	Iteration 22Q: 3 clusters Score -194082.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -194089.500000 Penalty: 2399.190430
	Iteration 23Q: 3 clusters Score -194089.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -194098.375000 Penalty: 2399.190430
	Iteration 24Q: 3 clusters Score -194098.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -194102.515625 Penalty: 2399.190430
	Iteration 25Q: 3 clusters Score -194102.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -194109.750000 Penalty: 2399.190430
	Iteration 26Q: 3 clusters Score -194109.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -194116.671875 Penalty: 2399.190430
	Iteration 27Q: 3 clusters Score -194116.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -194125.265625 Penalty: 2399.190430
	Iteration 28Q: 3 clusters Score -194125.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -194134.796875 Penalty: 2399.190430
	Iteration 29Q: 3 clusters Score -194134.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -194145.562500 Penalty: 2399.190430
	Iteration 30Q: 3 clusters Score -194145.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -194154.046875 Penalty: 2399.190430
	Iteration 31Q: 3 clusters Score -194154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -194160.531250 Penalty: 2399.190430
	Iteration 32Q: 3 clusters Score -194160.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -194162.765625 Penalty: 2399.190430
	Iteration 33Q: 3 clusters Score -194162.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -194164.406250 Penalty: 2399.190430
	Iteration 34Q: 3 clusters Score -194164.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -194167.140625 Penalty: 2399.190430
	Iteration 35Q: 3 clusters Score -194167.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -194168.125000 Penalty: 2399.190430
	Iteration 36Q: 3 clusters Score -194168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -194169.093750 Penalty: 2399.190430
	Iteration 37Q: 3 clusters Score -194169.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -194170.125000 Penalty: 2399.190430
	Iteration 38Q: 3 clusters Score -194170.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -194170.125000 Penalty: 2399.190430
	Iteration 39F: 3 clusters Score -194170.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Entering Unmasked Estep 
Score: -450493.312500 Penalty: 1321.038818
	Iteration 0F: 2 clusters Score -450493.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -447547.281250 Penalty: 2642.077637
	Iteration 0F: 3 clusters Score -447547.3 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -448414.000000 Penalty: 2642.077637
	Iteration 1F: 3 clusters Score -448414 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -448585.437500 Penalty: 2642.077637
	Iteration 2F: 3 clusters Score -448585.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -448717.687500 Penalty: 2642.077637
	Iteration 3F: 3 clusters Score -448717.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -448833.187500 Penalty: 2642.077637
	Iteration 4F: 3 clusters Score -448833.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -448931.000000 Penalty: 2642.077637
	Iteration 5Q: 3 clusters Score -448931 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -449020.531250 Penalty: 2642.077637
	Iteration 6Q: 3 clusters Score -449020.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -449118.218750 Penalty: 2642.077637
	Iteration 7Q: 3 clusters Score -449118.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -449212.968750 Penalty: 2642.077637
	Iteration 8Q: 3 clusters Score -449213 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -449317.406250 Penalty: 2642.077637
	Iteration 9Q: 3 clusters Score -449317.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -449407.625000 Penalty: 2642.077637
	Iteration 10Q: 3 clusters Score -449407.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -449488.906250 Penalty: 2642.077637
	Iteration 11Q: 3 clusters Score -449488.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -449554.406250 Penalty: 2642.077637
	Iteration 12Q: 3 clusters Score -449554.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -449621.281250 Penalty: 2642.077637
	Iteration 13Q: 3 clusters Score -449621.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -449669.468750 Penalty: 2642.077637
	Iteration 14Q: 3 clusters Score -449669.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -449706.156250 Penalty: 2642.077637
	Iteration 15Q: 3 clusters Score -449706.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -449744.000000 Penalty: 2642.077637
	Iteration 16Q: 3 clusters Score -449744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -449779.062500 Penalty: 2642.077637
	Iteration 17Q: 3 clusters Score -449779.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -449819.000000 Penalty: 2642.077637
	Iteration 18Q: 3 clusters Score -449819 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -449863.656250 Penalty: 2642.077637
	Iteration 19Q: 3 clusters Score -449863.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -449904.156250 Penalty: 2642.077637
	Iteration 20F: 3 clusters Score -449904.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -449950.093750 Penalty: 2642.077637
	Iteration 21Q: 3 clusters Score -449950.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -449980.500000 Penalty: 2642.077637
	Iteration 22Q: 3 clusters Score -449980.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -450007.531250 Penalty: 2642.077637
	Iteration 23Q: 3 clusters Score -450007.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -450025.687500 Penalty: 2642.077637
	Iteration 24Q: 3 clusters Score -450025.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -450045.312500 Penalty: 2642.077637
	Iteration 25Q: 3 clusters Score -450045.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -450067.593750 Penalty: 2642.077637
	Iteration 26Q: 3 clusters Score -450067.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -450082.625000 Penalty: 2642.077637
	Iteration 27Q: 3 clusters Score -450082.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -450095.218750 Penalty: 2642.077637
	Iteration 28Q: 3 clusters Score -450095.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -450111.500000 Penalty: 2642.077637
	Iteration 29Q: 3 clusters Score -450111.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -450128.156250 Penalty: 2642.077637
	Iteration 30Q: 3 clusters Score -450128.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -450145.156250 Penalty: 2642.077637
	Iteration 31Q: 3 clusters Score -450145.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -450161.656250 Penalty: 2642.077637
	Iteration 32Q: 3 clusters Score -450161.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -450176.343750 Penalty: 2642.077637
	Iteration 33Q: 3 clusters Score -450176.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -450191.937500 Penalty: 2642.077637
	Iteration 34Q: 3 clusters Score -450191.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -450203.250000 Penalty: 2642.077637
	Iteration 35Q: 3 clusters Score -450203.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -450209.625000 Penalty: 2642.077637
	Iteration 36Q: 3 clusters Score -450209.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -450215.031250 Penalty: 2642.077637
	Iteration 37Q: 3 clusters Score -450215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -450219.250000 Penalty: 2642.077637
	Iteration 38Q: 3 clusters Score -450219.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -450223.406250 Penalty: 2642.077637
	Iteration 39Q: 3 clusters Score -450223.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -450226.468750 Penalty: 2642.077637
	Iteration 40F: 3 clusters Score -450226.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -450232.593750 Penalty: 2642.077637
	Iteration 41Q: 3 clusters Score -450232.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -450239.031250 Penalty: 2642.077637
	Iteration 42Q: 3 clusters Score -450239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -450241.156250 Penalty: 2642.077637
	Iteration 43Q: 3 clusters Score -450241.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -450243.437500 Penalty: 2642.077637
	Iteration 44Q: 3 clusters Score -450243.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -450244.906250 Penalty: 2642.077637
	Iteration 45Q: 3 clusters Score -450244.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -450246.187500 Penalty: 2642.077637
	Iteration 46Q: 3 clusters Score -450246.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -450246.437500 Penalty: 2642.077637
	Iteration 47Q: 3 clusters Score -450246.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -450248.437500 Penalty: 2642.077637
	Iteration 48Q: 3 clusters Score -450248.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -450249.437500 Penalty: 2642.077637
	Iteration 49Q: 3 clusters Score -450249.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -450248.843750 Penalty: 2642.077637
	Iteration 50Q: 3 clusters Score -450248.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -450248.843750 Penalty: 2642.077637
	Iteration 51F: 3 clusters Score -450248.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Entering Unmasked Estep 
Score: -424956.437500 Penalty: 1317.602295
	Iteration 0F: 2 clusters Score -424956.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -422000.062500 Penalty: 2635.204590
	Iteration 0F: 3 clusters Score -422000.1 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -422693.750000 Penalty: 2635.204590
	Iteration 1F: 3 clusters Score -422693.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -422842.406250 Penalty: 2635.204590
	Iteration 2F: 3 clusters Score -422842.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -422940.750000 Penalty: 2635.204590
	Iteration 3F: 3 clusters Score -422940.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -423011.625000 Penalty: 2635.204590
	Iteration 4Q: 3 clusters Score -423011.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -423065.281250 Penalty: 2635.204590
	Iteration 5Q: 3 clusters Score -423065.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -423106.312500 Penalty: 2635.204590
	Iteration 6Q: 3 clusters Score -423106.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -423148.968750 Penalty: 2635.204590
	Iteration 7Q: 3 clusters Score -423149 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -423193.156250 Penalty: 2635.204590
	Iteration 8Q: 3 clusters Score -423193.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -423228.531250 Penalty: 2635.204590
	Iteration 9Q: 3 clusters Score -423228.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -423265.062500 Penalty: 2635.204590
	Iteration 10Q: 3 clusters Score -423265.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -423309.125000 Penalty: 2635.204590
	Iteration 11Q: 3 clusters Score -423309.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -423352.812500 Penalty: 2635.204590
	Iteration 12Q: 3 clusters Score -423352.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -423414.656250 Penalty: 2635.204590
	Iteration 13Q: 3 clusters Score -423414.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -423475.656250 Penalty: 2635.204590
	Iteration 14Q: 3 clusters Score -423475.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -423522.437500 Penalty: 2635.204590
	Iteration 15Q: 3 clusters Score -423522.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -423559.437500 Penalty: 2635.204590
	Iteration 16Q: 3 clusters Score -423559.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -423590.312500 Penalty: 2635.204590
	Iteration 17Q: 3 clusters Score -423590.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -423615.500000 Penalty: 2635.204590
	Iteration 18Q: 3 clusters Score -423615.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -423641.406250 Penalty: 2635.204590
	Iteration 19Q: 3 clusters Score -423641.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -423654.843750 Penalty: 2635.204590
	Iteration 20F: 3 clusters Score -423654.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -423667.843750 Penalty: 2635.204590
	Iteration 21Q: 3 clusters Score -423667.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -423680.375000 Penalty: 2635.204590
	Iteration 22Q: 3 clusters Score -423680.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -423694.312500 Penalty: 2635.204590
	Iteration 23Q: 3 clusters Score -423694.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -423704.593750 Penalty: 2635.204590
	Iteration 24Q: 3 clusters Score -423704.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -423714.125000 Penalty: 2635.204590
	Iteration 25Q: 3 clusters Score -423714.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -423723.531250 Penalty: 2635.204590
	Iteration 26Q: 3 clusters Score -423723.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -423731.562500 Penalty: 2635.204590
	Iteration 27Q: 3 clusters Score -423731.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -423738.062500 Penalty: 2635.204590
	Iteration 28Q: 3 clusters Score -423738.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -423741.000000 Penalty: 2635.204590
	Iteration 29Q: 3 clusters Score -423741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -423742.906250 Penalty: 2635.204590
	Iteration 30Q: 3 clusters Score -423742.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -423745.687500 Penalty: 2635.204590
	Iteration 31Q: 3 clusters Score -423745.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -423748.250000 Penalty: 2635.204590
	Iteration 32Q: 3 clusters Score -423748.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -423751.218750 Penalty: 2635.204590
	Iteration 33Q: 3 clusters Score -423751.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -423754.937500 Penalty: 2635.204590
	Iteration 34Q: 3 clusters Score -423754.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -423758.312500 Penalty: 2635.204590
	Iteration 35Q: 3 clusters Score -423758.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -423761.843750 Penalty: 2635.204590
	Iteration 36Q: 3 clusters Score -423761.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -423762.656250 Penalty: 2635.204590
	Iteration 37Q: 3 clusters Score -423762.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -423762.843750 Penalty: 2635.204590
	Iteration 38Q: 3 clusters Score -423762.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -423762.843750 Penalty: 2635.204590
	Iteration 39F: 3 clusters Score -423762.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (14986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Entering Unmasked Estep 
Score: -2281830.000000 Penalty: 1562.416748
	Iteration 0F: 2 clusters Score -2281830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2271743.750000 Penalty: 3124.833496
	Iteration 0F: 3 clusters Score -2271744 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2275306.500000 Penalty: 3124.833496
	Iteration 1F: 3 clusters Score -2275306 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2275697.000000 Penalty: 3124.833496
	Iteration 2F: 3 clusters Score -2275697 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2276021.750000 Penalty: 3124.833496
	Iteration 3F: 3 clusters Score -2276022 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2276317.250000 Penalty: 3124.833496
	Iteration 4Q: 3 clusters Score -2276317 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2276589.750000 Penalty: 3124.833496
	Iteration 5Q: 3 clusters Score -2276590 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2276839.750000 Penalty: 3124.833496
	Iteration 6Q: 3 clusters Score -2276840 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2277136.500000 Penalty: 3124.833496
	Iteration 7Q: 3 clusters Score -2277136 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2277422.750000 Penalty: 3124.833496
	Iteration 8Q: 3 clusters Score -2277423 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2277758.000000 Penalty: 3124.833496
	Iteration 9Q: 3 clusters Score -2277758 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2278132.000000 Penalty: 3124.833496
	Iteration 10Q: 3 clusters Score -2278132 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2278517.000000 Penalty: 3124.833496
	Iteration 11Q: 3 clusters Score -2278517 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2278830.500000 Penalty: 3124.833496
	Iteration 12Q: 3 clusters Score -2278830 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2279141.000000 Penalty: 3124.833496
	Iteration 13Q: 3 clusters Score -2279141 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2279425.250000 Penalty: 3124.833496
	Iteration 14Q: 3 clusters Score -2279425 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2279670.000000 Penalty: 3124.833496
	Iteration 15Q: 3 clusters Score -2279670 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2279850.500000 Penalty: 3124.833496
	Iteration 16Q: 3 clusters Score -2279850 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2279949.500000 Penalty: 3124.833496
	Iteration 17Q: 3 clusters Score -2279950 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2280021.250000 Penalty: 3124.833496
	Iteration 18Q: 3 clusters Score -2280021 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2280077.500000 Penalty: 3124.833496
	Iteration 19Q: 3 clusters Score -2280078 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2280132.750000 Penalty: 3124.833496
	Iteration 20F: 3 clusters Score -2280133 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2280163.250000 Penalty: 3124.833496
	Iteration 21Q: 3 clusters Score -2280163 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2280192.000000 Penalty: 3124.833496
	Iteration 22Q: 3 clusters Score -2280192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2280223.750000 Penalty: 3124.833496
	Iteration 23Q: 3 clusters Score -2280224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2280248.750000 Penalty: 3124.833496
	Iteration 24Q: 3 clusters Score -2280249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2280261.750000 Penalty: 3124.833496
	Iteration 25Q: 3 clusters Score -2280262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2280274.750000 Penalty: 3124.833496
	Iteration 26Q: 3 clusters Score -2280275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2280284.750000 Penalty: 3124.833496
	Iteration 27Q: 3 clusters Score -2280285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2280292.250000 Penalty: 3124.833496
	Iteration 28Q: 3 clusters Score -2280292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2280301.000000 Penalty: 3124.833496
	Iteration 29Q: 3 clusters Score -2280301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2280305.250000 Penalty: 3124.833496
	Iteration 30Q: 3 clusters Score -2280305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2280311.000000 Penalty: 3124.833496
	Iteration 31Q: 3 clusters Score -2280311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2280314.500000 Penalty: 3124.833496
	Iteration 32Q: 3 clusters Score -2280314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2280316.500000 Penalty: 3124.833496
	Iteration 33Q: 3 clusters Score -2280316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -2280319.000000 Penalty: 3124.833496
	Iteration 34Q: 3 clusters Score -2280319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2280323.500000 Penalty: 3124.833496
	Iteration 35Q: 3 clusters Score -2280324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2280333.750000 Penalty: 3124.833496
	Iteration 36Q: 3 clusters Score -2280334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2280338.000000 Penalty: 3124.833496
	Iteration 37Q: 3 clusters Score -2280338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2280339.500000 Penalty: 3124.833496
	Iteration 38Q: 3 clusters Score -2280340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2280341.250000 Penalty: 3124.833496
	Iteration 39Q: 3 clusters Score -2280341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2280343.500000 Penalty: 3124.833496
	Iteration 40F: 3 clusters Score -2280344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2280346.500000 Penalty: 3124.833496
	Iteration 41Q: 3 clusters Score -2280346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2280348.250000 Penalty: 3124.833496
	Iteration 42Q: 3 clusters Score -2280348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2280352.250000 Penalty: 3124.833496
	Iteration 43Q: 3 clusters Score -2280352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2280352.250000 Penalty: 3124.833496
	Iteration 44Q: 3 clusters Score -2280352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2280354.250000 Penalty: 3124.833496
	Iteration 45Q: 3 clusters Score -2280354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2280354.250000 Penalty: 3124.833496
	Iteration 46F: 3 clusters Score -2280354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Entering Unmasked Estep 
Score: -1522294.625000 Penalty: 1496.712891
	Iteration 0F: 2 clusters Score -1522295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1515126.125000 Penalty: 2993.425781
	Iteration 0F: 3 clusters Score -1515126 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1517517.875000 Penalty: 2993.425781
	Iteration 1F: 3 clusters Score -1517518 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1517880.125000 Penalty: 2993.425781
	Iteration 2F: 3 clusters Score -1517880 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1518247.125000 Penalty: 2993.425781
	Iteration 3F: 3 clusters Score -1518247 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1518603.500000 Penalty: 2993.425781
	Iteration 4F: 3 clusters Score -1518604 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1518945.625000 Penalty: 2993.425781
	Iteration 5F: 3 clusters Score -1518946 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1519278.250000 Penalty: 2993.425781
	Iteration 6F: 3 clusters Score -1519278 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1519604.625000 Penalty: 2993.425781
	Iteration 7Q: 3 clusters Score -1519605 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1519903.000000 Penalty: 2993.425781
	Iteration 8Q: 3 clusters Score -1519903 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1520173.125000 Penalty: 2993.425781
	Iteration 9Q: 3 clusters Score -1520173 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1520380.250000 Penalty: 2993.425781
	Iteration 10Q: 3 clusters Score -1520380 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1520546.500000 Penalty: 2993.425781
	Iteration 11Q: 3 clusters Score -1520546 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1520652.750000 Penalty: 2993.425781
	Iteration 12Q: 3 clusters Score -1520653 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1520726.000000 Penalty: 2993.425781
	Iteration 13Q: 3 clusters Score -1520726 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1520772.250000 Penalty: 2993.425781
	Iteration 14Q: 3 clusters Score -1520772 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1520813.625000 Penalty: 2993.425781
	Iteration 15Q: 3 clusters Score -1520814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1520836.750000 Penalty: 2993.425781
	Iteration 16Q: 3 clusters Score -1520837 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1520867.000000 Penalty: 2993.425781
	Iteration 17Q: 3 clusters Score -1520867 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1520898.250000 Penalty: 2993.425781
	Iteration 18Q: 3 clusters Score -1520898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1520921.625000 Penalty: 2993.425781
	Iteration 19Q: 3 clusters Score -1520922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1520943.750000 Penalty: 2993.425781
	Iteration 20F: 3 clusters Score -1520944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1520950.875000 Penalty: 2993.425781
	Iteration 21Q: 3 clusters Score -1520951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1520960.500000 Penalty: 2993.425781
	Iteration 22Q: 3 clusters Score -1520960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1520969.000000 Penalty: 2993.425781
	Iteration 23Q: 3 clusters Score -1520969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1520982.000000 Penalty: 2993.425781
	Iteration 24Q: 3 clusters Score -1520982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1520989.125000 Penalty: 2993.425781
	Iteration 25Q: 3 clusters Score -1520989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1520995.000000 Penalty: 2993.425781
	Iteration 26Q: 3 clusters Score -1520995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1521002.875000 Penalty: 2993.425781
	Iteration 27Q: 3 clusters Score -1521003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1521006.500000 Penalty: 2993.425781
	Iteration 28Q: 3 clusters Score -1521006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1521009.750000 Penalty: 2993.425781
	Iteration 29Q: 3 clusters Score -1521010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1521011.375000 Penalty: 2993.425781
	Iteration 30Q: 3 clusters Score -1521011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1521017.750000 Penalty: 2993.425781
	Iteration 31Q: 3 clusters Score -1521018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1521020.500000 Penalty: 2993.425781
	Iteration 32Q: 3 clusters Score -1521020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1521030.500000 Penalty: 2993.425781
	Iteration 33Q: 3 clusters Score -1521030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1521042.125000 Penalty: 2993.425781
	Iteration 34Q: 3 clusters Score -1521042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1521047.000000 Penalty: 2993.425781
	Iteration 35Q: 3 clusters Score -1521047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1521051.250000 Penalty: 2993.425781
	Iteration 36Q: 3 clusters Score -1521051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1521052.750000 Penalty: 2993.425781
	Iteration 37Q: 3 clusters Score -1521053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1521054.500000 Penalty: 2993.425781
	Iteration 38Q: 3 clusters Score -1521054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1521058.625000 Penalty: 2993.425781
	Iteration 39Q: 3 clusters Score -1521059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1521062.250000 Penalty: 2993.425781
	Iteration 40F: 3 clusters Score -1521062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1521062.875000 Penalty: 2993.425781
	Iteration 41Q: 3 clusters Score -1521063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1521067.000000 Penalty: 2993.425781
	Iteration 42Q: 3 clusters Score -1521067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1521068.625000 Penalty: 2993.425781
	Iteration 43Q: 3 clusters Score -1521069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1521071.750000 Penalty: 2993.425781
	Iteration 44Q: 3 clusters Score -1521072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1521076.125000 Penalty: 2993.425781
	Iteration 45Q: 3 clusters Score -1521076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1521076.875000 Penalty: 2993.425781
	Iteration 46Q: 3 clusters Score -1521077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1521076.250000 Penalty: 2993.425781
	Iteration 47Q: 3 clusters Score -1521076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1521078.500000 Penalty: 2993.425781
	Iteration 48Q: 3 clusters Score -1521078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1521079.250000 Penalty: 2993.425781
	Iteration 49Q: 3 clusters Score -1521079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1521080.625000 Penalty: 2993.425781
	Iteration 50Q: 3 clusters Score -1521081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1521081.750000 Penalty: 2993.425781
	Iteration 51Q: 3 clusters Score -1521082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1521080.375000 Penalty: 2993.425781
	Iteration 52Q: 3 clusters Score -1521080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1521081.625000 Penalty: 2993.425781
	Iteration 53Q: 3 clusters Score -1521082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1521081.625000 Penalty: 2993.425781
	Iteration 54F: 3 clusters Score -1521082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Entering Unmasked Estep 
Score: -977163.437500 Penalty: 1433.099487
	Iteration 0F: 2 clusters Score -977163.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -972154.187500 Penalty: 2866.198975
	Iteration 0F: 3 clusters Score -972154.2 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -973794.437500 Penalty: 2866.198975
	Iteration 1F: 3 clusters Score -973794.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -974058.437500 Penalty: 2866.198975
	Iteration 2F: 3 clusters Score -974058.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -974252.500000 Penalty: 2866.198975
	Iteration 3F: 3 clusters Score -974252.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -974410.937500 Penalty: 2866.198975
	Iteration 4F: 3 clusters Score -974410.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -974536.687500 Penalty: 2866.198975
	Iteration 5Q: 3 clusters Score -974536.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -974657.062500 Penalty: 2866.198975
	Iteration 6Q: 3 clusters Score -974657.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -974773.062500 Penalty: 2866.198975
	Iteration 7Q: 3 clusters Score -974773.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -974862.312500 Penalty: 2866.198975
	Iteration 8Q: 3 clusters Score -974862.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -974933.062500 Penalty: 2866.198975
	Iteration 9Q: 3 clusters Score -974933.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -975002.687500 Penalty: 2866.198975
	Iteration 10Q: 3 clusters Score -975002.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -975077.250000 Penalty: 2866.198975
	Iteration 11Q: 3 clusters Score -975077.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -975148.875000 Penalty: 2866.198975
	Iteration 12Q: 3 clusters Score -975148.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -975225.500000 Penalty: 2866.198975
	Iteration 13Q: 3 clusters Score -975225.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -975302.375000 Penalty: 2866.198975
	Iteration 14Q: 3 clusters Score -975302.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -975374.750000 Penalty: 2866.198975
	Iteration 15Q: 3 clusters Score -975374.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -975433.375000 Penalty: 2866.198975
	Iteration 16Q: 3 clusters Score -975433.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -975495.750000 Penalty: 2866.198975
	Iteration 17Q: 3 clusters Score -975495.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -975546.375000 Penalty: 2866.198975
	Iteration 18Q: 3 clusters Score -975546.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -975594.312500 Penalty: 2866.198975
	Iteration 19Q: 3 clusters Score -975594.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -975639.437500 Penalty: 2866.198975
	Iteration 20F: 3 clusters Score -975639.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -975682.750000 Penalty: 2866.198975
	Iteration 21Q: 3 clusters Score -975682.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -975718.875000 Penalty: 2866.198975
	Iteration 22Q: 3 clusters Score -975718.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -975741.687500 Penalty: 2866.198975
	Iteration 23Q: 3 clusters Score -975741.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -975771.500000 Penalty: 2866.198975
	Iteration 24Q: 3 clusters Score -975771.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -975793.437500 Penalty: 2866.198975
	Iteration 25Q: 3 clusters Score -975793.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -975818.875000 Penalty: 2866.198975
	Iteration 26Q: 3 clusters Score -975818.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -975838.062500 Penalty: 2866.198975
	Iteration 27Q: 3 clusters Score -975838.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -975858.687500 Penalty: 2866.198975
	Iteration 28Q: 3 clusters Score -975858.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -975873.687500 Penalty: 2866.198975
	Iteration 29Q: 3 clusters Score -975873.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -975886.375000 Penalty: 2866.198975
	Iteration 30Q: 3 clusters Score -975886.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -975897.000000 Penalty: 2866.198975
	Iteration 31Q: 3 clusters Score -975897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -975907.687500 Penalty: 2866.198975
	Iteration 32Q: 3 clusters Score -975907.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -975914.437500 Penalty: 2866.198975
	Iteration 33Q: 3 clusters Score -975914.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -975920.125000 Penalty: 2866.198975
	Iteration 34Q: 3 clusters Score -975920.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -975922.500000 Penalty: 2866.198975
	Iteration 35Q: 3 clusters Score -975922.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -975925.937500 Penalty: 2866.198975
	Iteration 36Q: 3 clusters Score -975925.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -975931.500000 Penalty: 2866.198975
	Iteration 37Q: 3 clusters Score -975931.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -975936.000000 Penalty: 2866.198975
	Iteration 38Q: 3 clusters Score -975936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -975936.937500 Penalty: 2866.198975
	Iteration 39Q: 3 clusters Score -975936.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -975937.625000 Penalty: 2866.198975
	Iteration 40F: 3 clusters Score -975937.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -975939.625000 Penalty: 2866.198975
	Iteration 41Q: 3 clusters Score -975939.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -975943.750000 Penalty: 2866.198975
	Iteration 42Q: 3 clusters Score -975943.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -975943.062500 Penalty: 2866.198975
	Iteration 43Q: 3 clusters Score -975943.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -975943.062500 Penalty: 2866.198975
	Iteration 44F: 3 clusters Score -975943.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Entering Unmasked Estep 
Score: -483758.562500 Penalty: 1323.179810
	Iteration 0F: 2 clusters Score -483758.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -480765.031250 Penalty: 2646.359619
	Iteration 0F: 3 clusters Score -480765 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -481486.593750 Penalty: 2646.359619
	Iteration 1F: 3 clusters Score -481486.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -481617.968750 Penalty: 2646.359619
	Iteration 2F: 3 clusters Score -481618 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -481730.500000 Penalty: 2646.359619
	Iteration 3Q: 3 clusters Score -481730.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -481829.500000 Penalty: 2646.359619
	Iteration 4Q: 3 clusters Score -481829.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -481914.156250 Penalty: 2646.359619
	Iteration 5Q: 3 clusters Score -481914.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -481996.000000 Penalty: 2646.359619
	Iteration 6Q: 3 clusters Score -481996 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -482079.875000 Penalty: 2646.359619
	Iteration 7Q: 3 clusters Score -482079.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -482151.437500 Penalty: 2646.359619
	Iteration 8Q: 3 clusters Score -482151.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -482210.750000 Penalty: 2646.359619
	Iteration 9Q: 3 clusters Score -482210.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -482261.375000 Penalty: 2646.359619
	Iteration 10Q: 3 clusters Score -482261.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -482295.593750 Penalty: 2646.359619
	Iteration 11Q: 3 clusters Score -482295.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -482325.062500 Penalty: 2646.359619
	Iteration 12Q: 3 clusters Score -482325.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -482353.000000 Penalty: 2646.359619
	Iteration 13Q: 3 clusters Score -482353 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -482380.031250 Penalty: 2646.359619
	Iteration 14Q: 3 clusters Score -482380 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -482405.906250 Penalty: 2646.359619
	Iteration 15Q: 3 clusters Score -482405.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -482427.406250 Penalty: 2646.359619
	Iteration 16Q: 3 clusters Score -482427.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -482439.937500 Penalty: 2646.359619
	Iteration 17Q: 3 clusters Score -482439.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -482445.156250 Penalty: 2646.359619
	Iteration 18Q: 3 clusters Score -482445.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -482449.156250 Penalty: 2646.359619
	Iteration 19Q: 3 clusters Score -482449.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -482453.968750 Penalty: 2646.359619
	Iteration 20F: 3 clusters Score -482454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -482459.375000 Penalty: 2646.359619
	Iteration 21Q: 3 clusters Score -482459.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -482463.218750 Penalty: 2646.359619
	Iteration 22Q: 3 clusters Score -482463.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -482468.093750 Penalty: 2646.359619
	Iteration 23Q: 3 clusters Score -482468.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -482471.375000 Penalty: 2646.359619
	Iteration 24Q: 3 clusters Score -482471.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -482474.125000 Penalty: 2646.359619
	Iteration 25Q: 3 clusters Score -482474.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -482477.125000 Penalty: 2646.359619
	Iteration 26Q: 3 clusters Score -482477.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -482479.468750 Penalty: 2646.359619
	Iteration 27Q: 3 clusters Score -482479.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -482482.000000 Penalty: 2646.359619
	Iteration 28Q: 3 clusters Score -482482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -482483.750000 Penalty: 2646.359619
	Iteration 29Q: 3 clusters Score -482483.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -482483.750000 Penalty: 2646.359619
	Iteration 30F: 3 clusters Score -482483.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -19569.041016 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -19569.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18928.468750 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -18928.47 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19041.433594 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -19041.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19078.070312 Penalty: 1720.324097
	Iteration 2F: 3 clusters Score -19078.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19126.574219 Penalty: 1720.324097
	Iteration 3F: 3 clusters Score -19126.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19150.732422 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -19150.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19176.201172 Penalty: 1720.324097
	Iteration 5Q: 3 clusters Score -19176.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19193.978516 Penalty: 1720.324097
	Iteration 6Q: 3 clusters Score -19193.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19205.250000 Penalty: 1720.324097
	Iteration 7Q: 3 clusters Score -19205.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19222.591797 Penalty: 1720.324097
	Iteration 8Q: 3 clusters Score -19222.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19252.179688 Penalty: 1720.324097
	Iteration 9Q: 3 clusters Score -19252.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19261.728516 Penalty: 1720.324097
	Iteration 10Q: 3 clusters Score -19261.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19261.728516 Penalty: 1720.324097
	Iteration 11F: 3 clusters Score -19261.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -197905.468750 Penalty: 1197.764771
	Iteration 0F: 2 clusters Score -197905.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -196078.203125 Penalty: 2395.529541
	Iteration 0F: 3 clusters Score -196078.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -196467.250000 Penalty: 2395.529541
	Iteration 1F: 3 clusters Score -196467.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -196552.718750 Penalty: 2395.529541
	Iteration 2F: 3 clusters Score -196552.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -196620.703125 Penalty: 2395.529541
	Iteration 3Q: 3 clusters Score -196620.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -196672.234375 Penalty: 2395.529541
	Iteration 4Q: 3 clusters Score -196672.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -196731.031250 Penalty: 2395.529541
	Iteration 5Q: 3 clusters Score -196731 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -196793.750000 Penalty: 2395.529541
	Iteration 6Q: 3 clusters Score -196793.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -196902.734375 Penalty: 2395.529541
	Iteration 7Q: 3 clusters Score -196902.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -197035.421875 Penalty: 2395.529541
	Iteration 8Q: 3 clusters Score -197035.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -197163.218750 Penalty: 2395.529541
	Iteration 9F: 3 clusters Score -197163.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -197261.812500 Penalty: 2395.529541
	Iteration 10Q: 3 clusters Score -197261.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -197350.671875 Penalty: 2395.529541
	Iteration 11Q: 3 clusters Score -197350.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -197415.031250 Penalty: 2395.529541
	Iteration 12Q: 3 clusters Score -197415 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -197457.984375 Penalty: 2395.529541
	Iteration 13Q: 3 clusters Score -197458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -197483.843750 Penalty: 2395.529541
	Iteration 14Q: 3 clusters Score -197483.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -197501.390625 Penalty: 2395.529541
	Iteration 15Q: 3 clusters Score -197501.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -197516.187500 Penalty: 2395.529541
	Iteration 16Q: 3 clusters Score -197516.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -197524.750000 Penalty: 2395.529541
	Iteration 17Q: 3 clusters Score -197524.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -197533.937500 Penalty: 2395.529541
	Iteration 18Q: 3 clusters Score -197533.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -197540.437500 Penalty: 2395.529541
	Iteration 19Q: 3 clusters Score -197540.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -197544.015625 Penalty: 2395.529541
	Iteration 20F: 3 clusters Score -197544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -197546.265625 Penalty: 2395.529541
	Iteration 21Q: 3 clusters Score -197546.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -197547.578125 Penalty: 2395.529541
	Iteration 22Q: 3 clusters Score -197547.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -197548.656250 Penalty: 2395.529541
	Iteration 23Q: 3 clusters Score -197548.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -197549.906250 Penalty: 2395.529541
	Iteration 24Q: 3 clusters Score -197549.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -197552.875000 Penalty: 2395.529541
	Iteration 25Q: 3 clusters Score -197552.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -197555.625000 Penalty: 2395.529541
	Iteration 26Q: 3 clusters Score -197555.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -197561.156250 Penalty: 2395.529541
	Iteration 27Q: 3 clusters Score -197561.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -197569.062500 Penalty: 2395.529541
	Iteration 28Q: 3 clusters Score -197569.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -197575.015625 Penalty: 2395.529541
	Iteration 29Q: 3 clusters Score -197575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -197582.062500 Penalty: 2395.529541
	Iteration 30Q: 3 clusters Score -197582.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -197591.281250 Penalty: 2395.529541
	Iteration 31Q: 3 clusters Score -197591.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -197595.312500 Penalty: 2395.529541
	Iteration 32Q: 3 clusters Score -197595.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -197597.328125 Penalty: 2395.529541
	Iteration 33Q: 3 clusters Score -197597.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -197598.671875 Penalty: 2395.529541
	Iteration 34Q: 3 clusters Score -197598.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -197599.625000 Penalty: 2395.529541
	Iteration 35Q: 3 clusters Score -197599.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -197599.640625 Penalty: 2395.529541
	Iteration 36Q: 3 clusters Score -197599.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -197599.640625 Penalty: 2395.529541
	Iteration 37F: 3 clusters Score -197599.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Entering Unmasked Estep 
Score: -343301.156250 Penalty: 1277.154663
	Iteration 0F: 2 clusters Score -343301.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -340848.906250 Penalty: 2554.309326
	Iteration 0F: 3 clusters Score -340848.9 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -341480.468750 Penalty: 2554.309326
	Iteration 1F: 3 clusters Score -341480.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -341696.781250 Penalty: 2554.309326
	Iteration 2F: 3 clusters Score -341696.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -341903.937500 Penalty: 2554.309326
	Iteration 3F: 3 clusters Score -341903.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -342173.781250 Penalty: 2554.309326
	Iteration 4F: 3 clusters Score -342173.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -342455.093750 Penalty: 2554.309326
	Iteration 5F: 3 clusters Score -342455.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -342639.750000 Penalty: 2554.309326
	Iteration 6F: 3 clusters Score -342639.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -342775.125000 Penalty: 2554.309326
	Iteration 7Q: 3 clusters Score -342775.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -342867.531250 Penalty: 2554.309326
	Iteration 8Q: 3 clusters Score -342867.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -342922.750000 Penalty: 2554.309326
	Iteration 9Q: 3 clusters Score -342922.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -342948.281250 Penalty: 2554.309326
	Iteration 10Q: 3 clusters Score -342948.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -342967.406250 Penalty: 2554.309326
	Iteration 11Q: 3 clusters Score -342967.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -342981.000000 Penalty: 2554.309326
	Iteration 12Q: 3 clusters Score -342981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -342990.187500 Penalty: 2554.309326
	Iteration 13Q: 3 clusters Score -342990.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -343000.718750 Penalty: 2554.309326
	Iteration 14Q: 3 clusters Score -343000.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -343012.500000 Penalty: 2554.309326
	Iteration 15Q: 3 clusters Score -343012.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -343022.062500 Penalty: 2554.309326
	Iteration 16Q: 3 clusters Score -343022.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -343028.875000 Penalty: 2554.309326
	Iteration 17Q: 3 clusters Score -343028.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -343036.250000 Penalty: 2554.309326
	Iteration 18Q: 3 clusters Score -343036.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -343042.625000 Penalty: 2554.309326
	Iteration 19Q: 3 clusters Score -343042.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -343047.843750 Penalty: 2554.309326
	Iteration 20F: 3 clusters Score -343047.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -343059.468750 Penalty: 2554.309326
	Iteration 21Q: 3 clusters Score -343059.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -343069.562500 Penalty: 2554.309326
	Iteration 22Q: 3 clusters Score -343069.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -343080.031250 Penalty: 2554.309326
	Iteration 23Q: 3 clusters Score -343080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -343092.031250 Penalty: 2554.309326
	Iteration 24Q: 3 clusters Score -343092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -343098.093750 Penalty: 2554.309326
	Iteration 25Q: 3 clusters Score -343098.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -343104.906250 Penalty: 2554.309326
	Iteration 26Q: 3 clusters Score -343104.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -343116.750000 Penalty: 2554.309326
	Iteration 27Q: 3 clusters Score -343116.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -343121.312500 Penalty: 2554.309326
	Iteration 28Q: 3 clusters Score -343121.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -343125.343750 Penalty: 2554.309326
	Iteration 29Q: 3 clusters Score -343125.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -343126.593750 Penalty: 2554.309326
	Iteration 30Q: 3 clusters Score -343126.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -343126.593750 Penalty: 2554.309326
	Iteration 31F: 3 clusters Score -343126.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Entering Unmasked Estep 
Score: -947559.250000 Penalty: 1420.460693
	Iteration 0F: 2 clusters Score -947559.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -942902.062500 Penalty: 2840.921387
	Iteration 0F: 3 clusters Score -942902.1 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -944233.062500 Penalty: 2840.921387
	Iteration 1F: 3 clusters Score -944233.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -944389.312500 Penalty: 2840.921387
	Iteration 2F: 3 clusters Score -944389.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -944501.000000 Penalty: 2840.921387
	Iteration 3Q: 3 clusters Score -944501 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -944579.125000 Penalty: 2840.921387
	Iteration 4Q: 3 clusters Score -944579.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -944650.062500 Penalty: 2840.921387
	Iteration 5Q: 3 clusters Score -944650.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -944704.000000 Penalty: 2840.921387
	Iteration 6Q: 3 clusters Score -944704 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -944759.312500 Penalty: 2840.921387
	Iteration 7Q: 3 clusters Score -944759.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -944805.125000 Penalty: 2840.921387
	Iteration 8Q: 3 clusters Score -944805.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -944842.062500 Penalty: 2840.921387
	Iteration 9Q: 3 clusters Score -944842.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -944885.125000 Penalty: 2840.921387
	Iteration 10Q: 3 clusters Score -944885.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -944934.000000 Penalty: 2840.921387
	Iteration 11Q: 3 clusters Score -944934 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -944985.125000 Penalty: 2840.921387
	Iteration 12Q: 3 clusters Score -944985.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -945053.062500 Penalty: 2840.921387
	Iteration 13Q: 3 clusters Score -945053.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -945118.437500 Penalty: 2840.921387
	Iteration 14Q: 3 clusters Score -945118.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -945189.562500 Penalty: 2840.921387
	Iteration 15Q: 3 clusters Score -945189.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -945269.562500 Penalty: 2840.921387
	Iteration 16Q: 3 clusters Score -945269.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -945364.375000 Penalty: 2840.921387
	Iteration 17Q: 3 clusters Score -945364.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -945467.500000 Penalty: 2840.921387
	Iteration 18Q: 3 clusters Score -945467.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -945590.312500 Penalty: 2840.921387
	Iteration 19Q: 3 clusters Score -945590.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -945719.437500 Penalty: 2840.921387
	Iteration 20F: 3 clusters Score -945719.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -945839.000000 Penalty: 2840.921387
	Iteration 21Q: 3 clusters Score -945839 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -945934.937500 Penalty: 2840.921387
	Iteration 22Q: 3 clusters Score -945934.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -946011.562500 Penalty: 2840.921387
	Iteration 23Q: 3 clusters Score -946011.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -946077.687500 Penalty: 2840.921387
	Iteration 24Q: 3 clusters Score -946077.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -946128.375000 Penalty: 2840.921387
	Iteration 25Q: 3 clusters Score -946128.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -946170.125000 Penalty: 2840.921387
	Iteration 26Q: 3 clusters Score -946170.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -946208.187500 Penalty: 2840.921387
	Iteration 27Q: 3 clusters Score -946208.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -946234.562500 Penalty: 2840.921387
	Iteration 28Q: 3 clusters Score -946234.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -946257.062500 Penalty: 2840.921387
	Iteration 29Q: 3 clusters Score -946257.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -946270.125000 Penalty: 2840.921387
	Iteration 30Q: 3 clusters Score -946270.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -946280.125000 Penalty: 2840.921387
	Iteration 31Q: 3 clusters Score -946280.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -946289.562500 Penalty: 2840.921387
	Iteration 32Q: 3 clusters Score -946289.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -946296.562500 Penalty: 2840.921387
	Iteration 33Q: 3 clusters Score -946296.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -946301.937500 Penalty: 2840.921387
	Iteration 34Q: 3 clusters Score -946301.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -946309.250000 Penalty: 2840.921387
	Iteration 35Q: 3 clusters Score -946309.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -946312.250000 Penalty: 2840.921387
	Iteration 36Q: 3 clusters Score -946312.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -946315.000000 Penalty: 2840.921387
	Iteration 37Q: 3 clusters Score -946315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -946320.562500 Penalty: 2840.921387
	Iteration 38Q: 3 clusters Score -946320.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -946321.375000 Penalty: 2840.921387
	Iteration 39Q: 3 clusters Score -946321.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -946324.250000 Penalty: 2840.921387
	Iteration 40F: 3 clusters Score -946324.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -946327.187500 Penalty: 2840.921387
	Iteration 41Q: 3 clusters Score -946327.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -946329.312500 Penalty: 2840.921387
	Iteration 42Q: 3 clusters Score -946329.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -946333.687500 Penalty: 2840.921387
	Iteration 43Q: 3 clusters Score -946333.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -946337.937500 Penalty: 2840.921387
	Iteration 44Q: 3 clusters Score -946337.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -946341.250000 Penalty: 2840.921387
	Iteration 45Q: 3 clusters Score -946341.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -946343.750000 Penalty: 2840.921387
	Iteration 46Q: 3 clusters Score -946343.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -946343.937500 Penalty: 2840.921387
	Iteration 47Q: 3 clusters Score -946343.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -946342.812500 Penalty: 2840.921387
	Iteration 48Q: 3 clusters Score -946342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -946344.437500 Penalty: 2840.921387
	Iteration 49Q: 3 clusters Score -946344.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -946344.437500 Penalty: 2840.921387
	Iteration 50F: 3 clusters Score -946344.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -238765.328125 Penalty: 1213.726074
	Iteration 0F: 2 clusters Score -238765.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -236834.359375 Penalty: 2427.452148
	Iteration 0F: 3 clusters Score -236834.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -237229.156250 Penalty: 2427.452148
	Iteration 1F: 3 clusters Score -237229.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -237379.437500 Penalty: 2427.452148
	Iteration 2F: 3 clusters Score -237379.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -237519.859375 Penalty: 2427.452148
	Iteration 3F: 3 clusters Score -237519.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -237652.859375 Penalty: 2427.452148
	Iteration 4F: 3 clusters Score -237652.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -237782.203125 Penalty: 2427.452148
	Iteration 5F: 3 clusters Score -237782.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -237893.859375 Penalty: 2427.452148
	Iteration 6F: 3 clusters Score -237893.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -237994.093750 Penalty: 2427.452148
	Iteration 7Q: 3 clusters Score -237994.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -238081.937500 Penalty: 2427.452148
	Iteration 8Q: 3 clusters Score -238081.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -238149.140625 Penalty: 2427.452148
	Iteration 9Q: 3 clusters Score -238149.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -238190.515625 Penalty: 2427.452148
	Iteration 10Q: 3 clusters Score -238190.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -238213.500000 Penalty: 2427.452148
	Iteration 11Q: 3 clusters Score -238213.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -238222.546875 Penalty: 2427.452148
	Iteration 12Q: 3 clusters Score -238222.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -238233.906250 Penalty: 2427.452148
	Iteration 13Q: 3 clusters Score -238233.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -238251.562500 Penalty: 2427.452148
	Iteration 14Q: 3 clusters Score -238251.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -238260.406250 Penalty: 2427.452148
	Iteration 15Q: 3 clusters Score -238260.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -238262.421875 Penalty: 2427.452148
	Iteration 16Q: 3 clusters Score -238262.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -238264.125000 Penalty: 2427.452148
	Iteration 17Q: 3 clusters Score -238264.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -238267.875000 Penalty: 2427.452148
	Iteration 18Q: 3 clusters Score -238267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -238270.484375 Penalty: 2427.452148
	Iteration 19Q: 3 clusters Score -238270.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -238271.125000 Penalty: 2427.452148
	Iteration 20F: 3 clusters Score -238271.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Entering Unmasked Estep 
Score: -799646.187500 Penalty: 1392.219727
	Iteration 0F: 2 clusters Score -799646.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -795557.250000 Penalty: 2784.439453
	Iteration 0F: 3 clusters Score -795557.2 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -796734.250000 Penalty: 2784.439453
	Iteration 1F: 3 clusters Score -796734.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -796987.312500 Penalty: 2784.439453
	Iteration 2F: 3 clusters Score -796987.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -797219.625000 Penalty: 2784.439453
	Iteration 3F: 3 clusters Score -797219.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -797412.125000 Penalty: 2784.439453
	Iteration 4F: 3 clusters Score -797412.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -797578.125000 Penalty: 2784.439453
	Iteration 5F: 3 clusters Score -797578.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -797716.812500 Penalty: 2784.439453
	Iteration 6Q: 3 clusters Score -797716.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -797841.250000 Penalty: 2784.439453
	Iteration 7Q: 3 clusters Score -797841.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -797932.375000 Penalty: 2784.439453
	Iteration 8Q: 3 clusters Score -797932.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -798013.375000 Penalty: 2784.439453
	Iteration 9Q: 3 clusters Score -798013.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -798074.437500 Penalty: 2784.439453
	Iteration 10Q: 3 clusters Score -798074.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -798128.500000 Penalty: 2784.439453
	Iteration 11Q: 3 clusters Score -798128.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -798162.875000 Penalty: 2784.439453
	Iteration 12Q: 3 clusters Score -798162.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -798192.062500 Penalty: 2784.439453
	Iteration 13Q: 3 clusters Score -798192.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -798216.812500 Penalty: 2784.439453
	Iteration 14Q: 3 clusters Score -798216.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -798230.250000 Penalty: 2784.439453
	Iteration 15Q: 3 clusters Score -798230.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -798237.750000 Penalty: 2784.439453
	Iteration 16Q: 3 clusters Score -798237.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -798248.812500 Penalty: 2784.439453
	Iteration 17Q: 3 clusters Score -798248.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -798264.312500 Penalty: 2784.439453
	Iteration 18Q: 3 clusters Score -798264.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -798279.187500 Penalty: 2784.439453
	Iteration 19Q: 3 clusters Score -798279.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -798288.062500 Penalty: 2784.439453
	Iteration 20F: 3 clusters Score -798288.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -798295.375000 Penalty: 2784.439453
	Iteration 21Q: 3 clusters Score -798295.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -798301.812500 Penalty: 2784.439453
	Iteration 22Q: 3 clusters Score -798301.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -798306.250000 Penalty: 2784.439453
	Iteration 23Q: 3 clusters Score -798306.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -798310.187500 Penalty: 2784.439453
	Iteration 24Q: 3 clusters Score -798310.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -798313.062500 Penalty: 2784.439453
	Iteration 25Q: 3 clusters Score -798313.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -798316.500000 Penalty: 2784.439453
	Iteration 26Q: 3 clusters Score -798316.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -798317.812500 Penalty: 2784.439453
	Iteration 27Q: 3 clusters Score -798317.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -798321.187500 Penalty: 2784.439453
	Iteration 28Q: 3 clusters Score -798321.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -798321.250000 Penalty: 2784.439453
	Iteration 29Q: 3 clusters Score -798321.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -798320.812500 Penalty: 2784.439453
	Iteration 30Q: 3 clusters Score -798320.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -798323.687500 Penalty: 2784.439453
	Iteration 31Q: 3 clusters Score -798323.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -798324.187500 Penalty: 2784.439453
	Iteration 32Q: 3 clusters Score -798324.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -798325.500000 Penalty: 2784.439453
	Iteration 33Q: 3 clusters Score -798325.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -798324.937500 Penalty: 2784.439453
	Iteration 34Q: 3 clusters Score -798324.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -798325.250000 Penalty: 2784.439453
	Iteration 35Q: 3 clusters Score -798325.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -798325.062500 Penalty: 2784.439453
	Iteration 36Q: 3 clusters Score -798325.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -798324.687500 Penalty: 2784.439453
	Iteration 37Q: 3 clusters Score -798324.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -798326.625000 Penalty: 2784.439453
	Iteration 38Q: 3 clusters Score -798326.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -798327.125000 Penalty: 2784.439453
	Iteration 39Q: 3 clusters Score -798327.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -798327.875000 Penalty: 2784.439453
	Iteration 40F: 3 clusters Score -798327.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -798327.562500 Penalty: 2784.439453
	Iteration 41Q: 3 clusters Score -798327.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -798328.250000 Penalty: 2784.439453
	Iteration 42Q: 3 clusters Score -798328.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -798329.500000 Penalty: 2784.439453
	Iteration 43Q: 3 clusters Score -798329.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -798329.437500 Penalty: 2784.439453
	Iteration 44Q: 3 clusters Score -798329.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -798329.437500 Penalty: 2784.439453
	Iteration 45F: 3 clusters Score -798329.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (14571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Entering Unmasked Estep 
Score: -2110016.250000 Penalty: 1557.853027
	Iteration 0F: 2 clusters Score -2110016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2100017.500000 Penalty: 3115.706055
	Iteration 0F: 3 clusters Score -2100018 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2103671.000000 Penalty: 3115.706055
	Iteration 1F: 3 clusters Score -2103671 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2104256.250000 Penalty: 3115.706055
	Iteration 2F: 3 clusters Score -2104256 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2104933.250000 Penalty: 3115.706055
	Iteration 3F: 3 clusters Score -2104933 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2105642.250000 Penalty: 3115.706055
	Iteration 4F: 3 clusters Score -2105642 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2106315.500000 Penalty: 3115.706055
	Iteration 5F: 3 clusters Score -2106316 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2106907.750000 Penalty: 3115.706055
	Iteration 6F: 3 clusters Score -2106908 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2107415.000000 Penalty: 3115.706055
	Iteration 7F: 3 clusters Score -2107415 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2107802.000000 Penalty: 3115.706055
	Iteration 8Q: 3 clusters Score -2107802 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2108077.750000 Penalty: 3115.706055
	Iteration 9Q: 3 clusters Score -2108078 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2108287.500000 Penalty: 3115.706055
	Iteration 10Q: 3 clusters Score -2108288 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2108436.750000 Penalty: 3115.706055
	Iteration 11Q: 3 clusters Score -2108437 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2108573.000000 Penalty: 3115.706055
	Iteration 12Q: 3 clusters Score -2108573 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2108674.750000 Penalty: 3115.706055
	Iteration 13Q: 3 clusters Score -2108675 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2108734.250000 Penalty: 3115.706055
	Iteration 14Q: 3 clusters Score -2108734 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2108771.750000 Penalty: 3115.706055
	Iteration 15Q: 3 clusters Score -2108772 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2108795.500000 Penalty: 3115.706055
	Iteration 16Q: 3 clusters Score -2108796 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2108822.500000 Penalty: 3115.706055
	Iteration 17Q: 3 clusters Score -2108822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2108834.000000 Penalty: 3115.706055
	Iteration 18Q: 3 clusters Score -2108834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2108849.250000 Penalty: 3115.706055
	Iteration 19Q: 3 clusters Score -2108849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2108854.750000 Penalty: 3115.706055
	Iteration 20F: 3 clusters Score -2108855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2108859.750000 Penalty: 3115.706055
	Iteration 21Q: 3 clusters Score -2108860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2108866.750000 Penalty: 3115.706055
	Iteration 22Q: 3 clusters Score -2108867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2108876.750000 Penalty: 3115.706055
	Iteration 23Q: 3 clusters Score -2108877 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2108882.250000 Penalty: 3115.706055
	Iteration 24Q: 3 clusters Score -2108882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2108885.000000 Penalty: 3115.706055
	Iteration 25Q: 3 clusters Score -2108885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2108885.750000 Penalty: 3115.706055
	Iteration 26Q: 3 clusters Score -2108886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2108897.750000 Penalty: 3115.706055
	Iteration 27Q: 3 clusters Score -2108898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2108905.000000 Penalty: 3115.706055
	Iteration 28Q: 3 clusters Score -2108905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2108913.750000 Penalty: 3115.706055
	Iteration 29Q: 3 clusters Score -2108914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2108921.750000 Penalty: 3115.706055
	Iteration 30Q: 3 clusters Score -2108922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2108923.750000 Penalty: 3115.706055
	Iteration 31Q: 3 clusters Score -2108924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2108932.250000 Penalty: 3115.706055
	Iteration 32Q: 3 clusters Score -2108932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2108932.250000 Penalty: 3115.706055
	Iteration 33Q: 3 clusters Score -2108932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2108934.250000 Penalty: 3115.706055
	Iteration 34Q: 3 clusters Score -2108934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2108939.250000 Penalty: 3115.706055
	Iteration 35Q: 3 clusters Score -2108939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2108942.250000 Penalty: 3115.706055
	Iteration 36Q: 3 clusters Score -2108942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2108942.750000 Penalty: 3115.706055
	Iteration 37Q: 3 clusters Score -2108943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2108947.500000 Penalty: 3115.706055
	Iteration 38Q: 3 clusters Score -2108948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2108952.500000 Penalty: 3115.706055
	Iteration 39Q: 3 clusters Score -2108952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2108955.500000 Penalty: 3115.706055
	Iteration 40F: 3 clusters Score -2108956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2108958.250000 Penalty: 3115.706055
	Iteration 41Q: 3 clusters Score -2108958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2108959.250000 Penalty: 3115.706055
	Iteration 42Q: 3 clusters Score -2108959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2108962.250000 Penalty: 3115.706055
	Iteration 43Q: 3 clusters Score -2108962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2108965.250000 Penalty: 3115.706055
	Iteration 44Q: 3 clusters Score -2108965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2108964.500000 Penalty: 3115.706055
	Iteration 45Q: 3 clusters Score -2108964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2108965.250000 Penalty: 3115.706055
	Iteration 46Q: 3 clusters Score -2108965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2108966.250000 Penalty: 3115.706055
	Iteration 47Q: 3 clusters Score -2108966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2108967.000000 Penalty: 3115.706055
	Iteration 48Q: 3 clusters Score -2108967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2108971.750000 Penalty: 3115.706055
	Iteration 49Q: 3 clusters Score -2108972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2108969.250000 Penalty: 3115.706055
	Iteration 50Q: 3 clusters Score -2108969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2108974.750000 Penalty: 3115.706055
	Iteration 51Q: 3 clusters Score -2108975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2108971.750000 Penalty: 3115.706055
	Iteration 52Q: 3 clusters Score -2108972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2108972.000000 Penalty: 3115.706055
	Iteration 53Q: 3 clusters Score -2108972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2108972.250000 Penalty: 3115.706055
	Iteration 54Q: 3 clusters Score -2108972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2108972.250000 Penalty: 3115.706055
	Iteration 55F: 3 clusters Score -2108972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (10395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Entering Unmasked Estep 
Score: -1579219.875000 Penalty: 1502.975586
	Iteration 0F: 2 clusters Score -1579220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1571820.500000 Penalty: 3005.951172
	Iteration 0F: 3 clusters Score -1571820 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1574259.125000 Penalty: 3005.951172
	Iteration 1F: 3 clusters Score -1574259 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1574529.000000 Penalty: 3005.951172
	Iteration 2F: 3 clusters Score -1574529 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1574761.875000 Penalty: 3005.951172
	Iteration 3F: 3 clusters Score -1574762 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1574963.750000 Penalty: 3005.951172
	Iteration 4Q: 3 clusters Score -1574964 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1575141.375000 Penalty: 3005.951172
	Iteration 5Q: 3 clusters Score -1575141 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1575338.000000 Penalty: 3005.951172
	Iteration 6Q: 3 clusters Score -1575338 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1575576.500000 Penalty: 3005.951172
	Iteration 7Q: 3 clusters Score -1575576 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1575894.125000 Penalty: 3005.951172
	Iteration 8Q: 3 clusters Score -1575894 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1576255.375000 Penalty: 3005.951172
	Iteration 9Q: 3 clusters Score -1576255 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1576652.750000 Penalty: 3005.951172
	Iteration 10Q: 3 clusters Score -1576653 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1577022.625000 Penalty: 3005.951172
	Iteration 11Q: 3 clusters Score -1577023 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1577263.625000 Penalty: 3005.951172
	Iteration 12Q: 3 clusters Score -1577264 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1577428.500000 Penalty: 3005.951172
	Iteration 13Q: 3 clusters Score -1577428 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1577540.500000 Penalty: 3005.951172
	Iteration 14Q: 3 clusters Score -1577540 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1577621.750000 Penalty: 3005.951172
	Iteration 15Q: 3 clusters Score -1577622 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1577683.000000 Penalty: 3005.951172
	Iteration 16Q: 3 clusters Score -1577683 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1577712.250000 Penalty: 3005.951172
	Iteration 17Q: 3 clusters Score -1577712 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1577747.000000 Penalty: 3005.951172
	Iteration 18Q: 3 clusters Score -1577747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1577757.375000 Penalty: 3005.951172
	Iteration 19Q: 3 clusters Score -1577757 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1577775.000000 Penalty: 3005.951172
	Iteration 20F: 3 clusters Score -1577775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1577782.125000 Penalty: 3005.951172
	Iteration 21Q: 3 clusters Score -1577782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1577793.625000 Penalty: 3005.951172
	Iteration 22Q: 3 clusters Score -1577794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1577797.875000 Penalty: 3005.951172
	Iteration 23Q: 3 clusters Score -1577798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1577814.000000 Penalty: 3005.951172
	Iteration 24Q: 3 clusters Score -1577814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1577830.750000 Penalty: 3005.951172
	Iteration 25Q: 3 clusters Score -1577831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1577849.375000 Penalty: 3005.951172
	Iteration 26Q: 3 clusters Score -1577849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1577858.750000 Penalty: 3005.951172
	Iteration 27Q: 3 clusters Score -1577859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1577871.875000 Penalty: 3005.951172
	Iteration 28Q: 3 clusters Score -1577872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1577877.750000 Penalty: 3005.951172
	Iteration 29Q: 3 clusters Score -1577878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1577885.250000 Penalty: 3005.951172
	Iteration 30Q: 3 clusters Score -1577885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1577892.875000 Penalty: 3005.951172
	Iteration 31Q: 3 clusters Score -1577893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1577894.250000 Penalty: 3005.951172
	Iteration 32Q: 3 clusters Score -1577894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1577898.500000 Penalty: 3005.951172
	Iteration 33Q: 3 clusters Score -1577898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1577901.125000 Penalty: 3005.951172
	Iteration 34Q: 3 clusters Score -1577901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1577905.375000 Penalty: 3005.951172
	Iteration 35Q: 3 clusters Score -1577905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1577906.750000 Penalty: 3005.951172
	Iteration 36Q: 3 clusters Score -1577907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1577910.750000 Penalty: 3005.951172
	Iteration 37Q: 3 clusters Score -1577911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1577911.625000 Penalty: 3005.951172
	Iteration 38Q: 3 clusters Score -1577912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1577911.625000 Penalty: 3005.951172
	Iteration 39F: 3 clusters Score -1577912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (18634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Entering Unmasked Estep 
Score: -2855127.250000 Penalty: 1597.820679
	Iteration 0F: 2 clusters Score -2855127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2843103.000000 Penalty: 3195.641357
	Iteration 0F: 3 clusters Score -2843103 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2847603.500000 Penalty: 3195.641357
	Iteration 1F: 3 clusters Score -2847604 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2847958.750000 Penalty: 3195.641357
	Iteration 2F: 3 clusters Score -2847959 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2848281.250000 Penalty: 3195.641357
	Iteration 3Q: 3 clusters Score -2848281 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2848661.500000 Penalty: 3195.641357
	Iteration 4Q: 3 clusters Score -2848662 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2849084.750000 Penalty: 3195.641357
	Iteration 5F: 3 clusters Score -2849085 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2849600.000000 Penalty: 3195.641357
	Iteration 6F: 3 clusters Score -2849600 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2850123.750000 Penalty: 3195.641357
	Iteration 7F: 3 clusters Score -2850124 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2850667.000000 Penalty: 3195.641357
	Iteration 8F: 3 clusters Score -2850667 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2851257.250000 Penalty: 3195.641357
	Iteration 9F: 3 clusters Score -2851257 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2851851.500000 Penalty: 3195.641357
	Iteration 10F: 3 clusters Score -2851852 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2852388.250000 Penalty: 3195.641357
	Iteration 11Q: 3 clusters Score -2852388 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2852811.500000 Penalty: 3195.641357
	Iteration 12Q: 3 clusters Score -2852812 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2853162.500000 Penalty: 3195.641357
	Iteration 13Q: 3 clusters Score -2853162 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2853379.000000 Penalty: 3195.641357
	Iteration 14Q: 3 clusters Score -2853379 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2853509.000000 Penalty: 3195.641357
	Iteration 15Q: 3 clusters Score -2853509 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2853599.000000 Penalty: 3195.641357
	Iteration 16Q: 3 clusters Score -2853599 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2853676.250000 Penalty: 3195.641357
	Iteration 17Q: 3 clusters Score -2853676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2853713.250000 Penalty: 3195.641357
	Iteration 18Q: 3 clusters Score -2853713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2853746.750000 Penalty: 3195.641357
	Iteration 19Q: 3 clusters Score -2853747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2853751.500000 Penalty: 3195.641357
	Iteration 20F: 3 clusters Score -2853752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2853758.250000 Penalty: 3195.641357
	Iteration 21Q: 3 clusters Score -2853758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2853764.750000 Penalty: 3195.641357
	Iteration 22Q: 3 clusters Score -2853765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2853769.000000 Penalty: 3195.641357
	Iteration 23Q: 3 clusters Score -2853769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2853771.500000 Penalty: 3195.641357
	Iteration 24Q: 3 clusters Score -2853772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2853766.250000 Penalty: 3195.641357
	Iteration 25Q: 3 clusters Score -2853766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2853768.000000 Penalty: 3195.641357
	Iteration 26Q: 3 clusters Score -2853768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2853768.000000 Penalty: 3195.641357
	Iteration 27F: 3 clusters Score -2853768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (9907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Entering Unmasked Estep 
Score: -1464972.000000 Penalty: 1495.161865
	Iteration 0F: 2 clusters Score -1464972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1457922.875000 Penalty: 2990.323730
	Iteration 0F: 3 clusters Score -1457923 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1460256.875000 Penalty: 2990.323730
	Iteration 1F: 3 clusters Score -1460257 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1460548.000000 Penalty: 2990.323730
	Iteration 2F: 3 clusters Score -1460548 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1460763.250000 Penalty: 2990.323730
	Iteration 3F: 3 clusters Score -1460763 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1460950.250000 Penalty: 2990.323730
	Iteration 4Q: 3 clusters Score -1460950 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1461144.125000 Penalty: 2990.323730
	Iteration 5Q: 3 clusters Score -1461144 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1461317.750000 Penalty: 2990.323730
	Iteration 6Q: 3 clusters Score -1461318 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1461506.375000 Penalty: 2990.323730
	Iteration 7Q: 3 clusters Score -1461506 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1461727.375000 Penalty: 2990.323730
	Iteration 8Q: 3 clusters Score -1461727 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1461940.000000 Penalty: 2990.323730
	Iteration 9Q: 3 clusters Score -1461940 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1462144.500000 Penalty: 2990.323730
	Iteration 10Q: 3 clusters Score -1462144 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1462337.750000 Penalty: 2990.323730
	Iteration 11Q: 3 clusters Score -1462338 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1462483.375000 Penalty: 2990.323730
	Iteration 12Q: 3 clusters Score -1462483 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1462578.250000 Penalty: 2990.323730
	Iteration 13Q: 3 clusters Score -1462578 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1462667.750000 Penalty: 2990.323730
	Iteration 14Q: 3 clusters Score -1462668 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1462720.500000 Penalty: 2990.323730
	Iteration 15Q: 3 clusters Score -1462720 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1462758.500000 Penalty: 2990.323730
	Iteration 16Q: 3 clusters Score -1462758 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1462785.250000 Penalty: 2990.323730
	Iteration 17Q: 3 clusters Score -1462785 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1462811.250000 Penalty: 2990.323730
	Iteration 18Q: 3 clusters Score -1462811 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1462844.000000 Penalty: 2990.323730
	Iteration 19Q: 3 clusters Score -1462844 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1462871.875000 Penalty: 2990.323730
	Iteration 20F: 3 clusters Score -1462872 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1462894.000000 Penalty: 2990.323730
	Iteration 21Q: 3 clusters Score -1462894 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1462918.500000 Penalty: 2990.323730
	Iteration 22Q: 3 clusters Score -1462918 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1462941.125000 Penalty: 2990.323730
	Iteration 23Q: 3 clusters Score -1462941 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1462970.500000 Penalty: 2990.323730
	Iteration 24Q: 3 clusters Score -1462970 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1462990.125000 Penalty: 2990.323730
	Iteration 25Q: 3 clusters Score -1462990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1463015.750000 Penalty: 2990.323730
	Iteration 26Q: 3 clusters Score -1463016 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1463036.750000 Penalty: 2990.323730
	Iteration 27Q: 3 clusters Score -1463037 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1463054.500000 Penalty: 2990.323730
	Iteration 28Q: 3 clusters Score -1463054 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1463074.500000 Penalty: 2990.323730
	Iteration 29Q: 3 clusters Score -1463074 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1463096.625000 Penalty: 2990.323730
	Iteration 30Q: 3 clusters Score -1463097 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1463119.125000 Penalty: 2990.323730
	Iteration 31Q: 3 clusters Score -1463119 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1463149.000000 Penalty: 2990.323730
	Iteration 32Q: 3 clusters Score -1463149 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1463172.875000 Penalty: 2990.323730
	Iteration 33Q: 3 clusters Score -1463173 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1463201.875000 Penalty: 2990.323730
	Iteration 34Q: 3 clusters Score -1463202 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1463226.000000 Penalty: 2990.323730
	Iteration 35Q: 3 clusters Score -1463226 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1463245.125000 Penalty: 2990.323730
	Iteration 36Q: 3 clusters Score -1463245 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1463262.375000 Penalty: 2990.323730
	Iteration 37Q: 3 clusters Score -1463262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1463279.125000 Penalty: 2990.323730
	Iteration 38Q: 3 clusters Score -1463279 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1463291.125000 Penalty: 2990.323730
	Iteration 39Q: 3 clusters Score -1463291 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1463304.750000 Penalty: 2990.323730
	Iteration 40F: 3 clusters Score -1463305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1463319.375000 Penalty: 2990.323730
	Iteration 41Q: 3 clusters Score -1463319 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1463335.000000 Penalty: 2990.323730
	Iteration 42Q: 3 clusters Score -1463335 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1463359.125000 Penalty: 2990.323730
	Iteration 43Q: 3 clusters Score -1463359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1463377.500000 Penalty: 2990.323730
	Iteration 44Q: 3 clusters Score -1463378 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1463386.750000 Penalty: 2990.323730
	Iteration 45Q: 3 clusters Score -1463387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1463403.250000 Penalty: 2990.323730
	Iteration 46Q: 3 clusters Score -1463403 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1463415.500000 Penalty: 2990.323730
	Iteration 47Q: 3 clusters Score -1463416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1463422.250000 Penalty: 2990.323730
	Iteration 48Q: 3 clusters Score -1463422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1463427.500000 Penalty: 2990.323730
	Iteration 49Q: 3 clusters Score -1463428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1463437.500000 Penalty: 2990.323730
	Iteration 50Q: 3 clusters Score -1463438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1463442.250000 Penalty: 2990.323730
	Iteration 51Q: 3 clusters Score -1463442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1463450.375000 Penalty: 2990.323730
	Iteration 52Q: 3 clusters Score -1463450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1463456.625000 Penalty: 2990.323730
	Iteration 53Q: 3 clusters Score -1463457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1463467.125000 Penalty: 2990.323730
	Iteration 54Q: 3 clusters Score -1463467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1463470.000000 Penalty: 2990.323730
	Iteration 55Q: 3 clusters Score -1463470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1463474.000000 Penalty: 2990.323730
	Iteration 56Q: 3 clusters Score -1463474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1463476.625000 Penalty: 2990.323730
	Iteration 57Q: 3 clusters Score -1463477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1463477.875000 Penalty: 2990.323730
	Iteration 58Q: 3 clusters Score -1463478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1463479.375000 Penalty: 2990.323730
	Iteration 59Q: 3 clusters Score -1463479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1463477.375000 Penalty: 2990.323730
	Iteration 60F: 3 clusters Score -1463477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1463480.500000 Penalty: 2990.323730
	Iteration 61Q: 3 clusters Score -1463480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1463479.500000 Penalty: 2990.323730
	Iteration 62Q: 3 clusters Score -1463480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1463480.000000 Penalty: 2990.323730
	Iteration 63Q: 3 clusters Score -1463480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1463479.875000 Penalty: 2990.323730
	Iteration 64Q: 3 clusters Score -1463480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1463481.875000 Penalty: 2990.323730
	Iteration 65Q: 3 clusters Score -1463482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1463483.625000 Penalty: 2990.323730
	Iteration 66Q: 3 clusters Score -1463484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1463484.750000 Penalty: 2990.323730
	Iteration 67Q: 3 clusters Score -1463485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1463482.500000 Penalty: 2990.323730
	Iteration 68Q: 3 clusters Score -1463482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1463487.625000 Penalty: 2990.323730
	Iteration 69Q: 3 clusters Score -1463488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1463487.500000 Penalty: 2990.323730
	Iteration 70Q: 3 clusters Score -1463488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1463488.125000 Penalty: 2990.323730
	Iteration 71Q: 3 clusters Score -1463488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1463490.250000 Penalty: 2990.323730
	Iteration 72Q: 3 clusters Score -1463490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1463491.375000 Penalty: 2990.323730
	Iteration 73Q: 3 clusters Score -1463491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1463491.250000 Penalty: 2990.323730
	Iteration 74Q: 3 clusters Score -1463491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1463492.875000 Penalty: 2990.323730
	Iteration 75Q: 3 clusters Score -1463493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1463494.500000 Penalty: 2990.323730
	Iteration 76Q: 3 clusters Score -1463494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1463500.250000 Penalty: 2990.323730
	Iteration 77Q: 3 clusters Score -1463500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1463501.500000 Penalty: 2990.323730
	Iteration 78Q: 3 clusters Score -1463502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1463502.375000 Penalty: 2990.323730
	Iteration 79Q: 3 clusters Score -1463502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1463504.875000 Penalty: 2990.323730
	Iteration 80F: 3 clusters Score -1463505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1463507.250000 Penalty: 2990.323730
	Iteration 81Q: 3 clusters Score -1463507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1463509.875000 Penalty: 2990.323730
	Iteration 82Q: 3 clusters Score -1463510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1463509.000000 Penalty: 2990.323730
	Iteration 83Q: 3 clusters Score -1463509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1463512.000000 Penalty: 2990.323730
	Iteration 84Q: 3 clusters Score -1463512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1463514.000000 Penalty: 2990.323730
	Iteration 85Q: 3 clusters Score -1463514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1463515.000000 Penalty: 2990.323730
	Iteration 86Q: 3 clusters Score -1463515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1463522.125000 Penalty: 2990.323730
	Iteration 87Q: 3 clusters Score -1463522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1463525.625000 Penalty: 2990.323730
	Iteration 88Q: 3 clusters Score -1463526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1463530.625000 Penalty: 2990.323730
	Iteration 89Q: 3 clusters Score -1463531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1463534.625000 Penalty: 2990.323730
	Iteration 90Q: 3 clusters Score -1463535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1463539.375000 Penalty: 2990.323730
	Iteration 91Q: 3 clusters Score -1463539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1463544.000000 Penalty: 2990.323730
	Iteration 92Q: 3 clusters Score -1463544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1463551.000000 Penalty: 2990.323730
	Iteration 93Q: 3 clusters Score -1463551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1463549.000000 Penalty: 2990.323730
	Iteration 94Q: 3 clusters Score -1463549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1463554.625000 Penalty: 2990.323730
	Iteration 95Q: 3 clusters Score -1463555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1463557.625000 Penalty: 2990.323730
	Iteration 96Q: 3 clusters Score -1463558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1463561.000000 Penalty: 2990.323730
	Iteration 97Q: 3 clusters Score -1463561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1463561.750000 Penalty: 2990.323730
	Iteration 98Q: 3 clusters Score -1463562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1463561.000000 Penalty: 2990.323730
	Iteration 99Q: 3 clusters Score -1463561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1463562.625000 Penalty: 2990.323730
	Iteration 100F: 3 clusters Score -1463563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1463562.875000 Penalty: 2990.323730
	Iteration 101Q: 3 clusters Score -1463563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1463564.375000 Penalty: 2990.323730
	Iteration 102Q: 3 clusters Score -1463564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1463566.375000 Penalty: 2990.323730
	Iteration 103Q: 3 clusters Score -1463566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1463570.375000 Penalty: 2990.323730
	Iteration 104Q: 3 clusters Score -1463570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1463571.250000 Penalty: 2990.323730
	Iteration 105Q: 3 clusters Score -1463571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1463572.250000 Penalty: 2990.323730
	Iteration 106Q: 3 clusters Score -1463572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1463573.125000 Penalty: 2990.323730
	Iteration 107Q: 3 clusters Score -1463573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1463573.125000 Penalty: 2990.323730
	Iteration 108F: 3 clusters Score -1463573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (7726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Entering Unmasked Estep 
Score: -1072814.500000 Penalty: 1454.756348
	Iteration 0F: 2 clusters Score -1072814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1067088.125000 Penalty: 2909.512695
	Iteration 0F: 3 clusters Score -1067088 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1068909.625000 Penalty: 2909.512695
	Iteration 1F: 3 clusters Score -1068910 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1069204.625000 Penalty: 2909.512695
	Iteration 2F: 3 clusters Score -1069205 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1069512.250000 Penalty: 2909.512695
	Iteration 3F: 3 clusters Score -1069512 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1069845.250000 Penalty: 2909.512695
	Iteration 4F: 3 clusters Score -1069845 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1070120.000000 Penalty: 2909.512695
	Iteration 5F: 3 clusters Score -1070120 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1070345.125000 Penalty: 2909.512695
	Iteration 6Q: 3 clusters Score -1070345 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1070488.875000 Penalty: 2909.512695
	Iteration 7Q: 3 clusters Score -1070489 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1070583.125000 Penalty: 2909.512695
	Iteration 8Q: 3 clusters Score -1070583 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1070655.125000 Penalty: 2909.512695
	Iteration 9Q: 3 clusters Score -1070655 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1070705.375000 Penalty: 2909.512695
	Iteration 10Q: 3 clusters Score -1070705 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1070749.625000 Penalty: 2909.512695
	Iteration 11Q: 3 clusters Score -1070750 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1070779.000000 Penalty: 2909.512695
	Iteration 12Q: 3 clusters Score -1070779 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1070808.625000 Penalty: 2909.512695
	Iteration 13Q: 3 clusters Score -1070809 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1070836.250000 Penalty: 2909.512695
	Iteration 14Q: 3 clusters Score -1070836 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1070863.250000 Penalty: 2909.512695
	Iteration 15Q: 3 clusters Score -1070863 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1070884.500000 Penalty: 2909.512695
	Iteration 16Q: 3 clusters Score -1070884 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1070910.750000 Penalty: 2909.512695
	Iteration 17Q: 3 clusters Score -1070911 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1070930.875000 Penalty: 2909.512695
	Iteration 18Q: 3 clusters Score -1070931 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1070942.000000 Penalty: 2909.512695
	Iteration 19Q: 3 clusters Score -1070942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1070952.250000 Penalty: 2909.512695
	Iteration 20F: 3 clusters Score -1070952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1070963.500000 Penalty: 2909.512695
	Iteration 21Q: 3 clusters Score -1070964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1070972.125000 Penalty: 2909.512695
	Iteration 22Q: 3 clusters Score -1070972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1070981.750000 Penalty: 2909.512695
	Iteration 23Q: 3 clusters Score -1070982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1070985.375000 Penalty: 2909.512695
	Iteration 24Q: 3 clusters Score -1070985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1070989.750000 Penalty: 2909.512695
	Iteration 25Q: 3 clusters Score -1070990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1070994.375000 Penalty: 2909.512695
	Iteration 26Q: 3 clusters Score -1070994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1070996.875000 Penalty: 2909.512695
	Iteration 27Q: 3 clusters Score -1070997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1071002.875000 Penalty: 2909.512695
	Iteration 28Q: 3 clusters Score -1071003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1071004.250000 Penalty: 2909.512695
	Iteration 29Q: 3 clusters Score -1071004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1071007.375000 Penalty: 2909.512695
	Iteration 30Q: 3 clusters Score -1071007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1071009.125000 Penalty: 2909.512695
	Iteration 31Q: 3 clusters Score -1071009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1071014.125000 Penalty: 2909.512695
	Iteration 32Q: 3 clusters Score -1071014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1071018.250000 Penalty: 2909.512695
	Iteration 33Q: 3 clusters Score -1071018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1071017.250000 Penalty: 2909.512695
	Iteration 34Q: 3 clusters Score -1071017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1071019.375000 Penalty: 2909.512695
	Iteration 35Q: 3 clusters Score -1071019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1071020.250000 Penalty: 2909.512695
	Iteration 36Q: 3 clusters Score -1071020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1071019.500000 Penalty: 2909.512695
	Iteration 37Q: 3 clusters Score -1071020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1071020.750000 Penalty: 2909.512695
	Iteration 38Q: 3 clusters Score -1071021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1071024.125000 Penalty: 2909.512695
	Iteration 39Q: 3 clusters Score -1071024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1071026.750000 Penalty: 2909.512695
	Iteration 40F: 3 clusters Score -1071027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1071029.750000 Penalty: 2909.512695
	Iteration 41Q: 3 clusters Score -1071030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1071030.250000 Penalty: 2909.512695
	Iteration 42Q: 3 clusters Score -1071030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1071032.625000 Penalty: 2909.512695
	Iteration 43Q: 3 clusters Score -1071033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1071038.125000 Penalty: 2909.512695
	Iteration 44Q: 3 clusters Score -1071038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1071038.000000 Penalty: 2909.512695
	Iteration 45Q: 3 clusters Score -1071038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1071037.875000 Penalty: 2909.512695
	Iteration 46Q: 3 clusters Score -1071038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1071039.125000 Penalty: 2909.512695
	Iteration 47Q: 3 clusters Score -1071039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1071041.875000 Penalty: 2909.512695
	Iteration 48Q: 3 clusters Score -1071042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1071046.875000 Penalty: 2909.512695
	Iteration 49Q: 3 clusters Score -1071047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1071047.625000 Penalty: 2909.512695
	Iteration 50Q: 3 clusters Score -1071048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1071049.625000 Penalty: 2909.512695
	Iteration 51Q: 3 clusters Score -1071050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1071050.250000 Penalty: 2909.512695
	Iteration 52Q: 3 clusters Score -1071050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1071050.625000 Penalty: 2909.512695
	Iteration 53Q: 3 clusters Score -1071051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1071051.375000 Penalty: 2909.512695
	Iteration 54Q: 3 clusters Score -1071051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1071051.625000 Penalty: 2909.512695
	Iteration 55Q: 3 clusters Score -1071052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1071051.750000 Penalty: 2909.512695
	Iteration 56Q: 3 clusters Score -1071052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1071053.000000 Penalty: 2909.512695
	Iteration 57Q: 3 clusters Score -1071053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1071052.750000 Penalty: 2909.512695
	Iteration 58Q: 3 clusters Score -1071053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1071053.250000 Penalty: 2909.512695
	Iteration 59Q: 3 clusters Score -1071053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1071053.625000 Penalty: 2909.512695
	Iteration 60F: 3 clusters Score -1071054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1071054.750000 Penalty: 2909.512695
	Iteration 61Q: 3 clusters Score -1071055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1071055.125000 Penalty: 2909.512695
	Iteration 62Q: 3 clusters Score -1071055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1071053.125000 Penalty: 2909.512695
	Iteration 63Q: 3 clusters Score -1071053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1071053.750000 Penalty: 2909.512695
	Iteration 64Q: 3 clusters Score -1071054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1071055.125000 Penalty: 2909.512695
	Iteration 65Q: 3 clusters Score -1071055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1071055.125000 Penalty: 2909.512695
	Iteration 66Q: 3 clusters Score -1071055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1071055.125000 Penalty: 2909.512695
	Iteration 67F: 3 clusters Score -1071055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -209275.187500 Penalty: 1200.904541
	Iteration 0F: 2 clusters Score -209275.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -207455.015625 Penalty: 2401.809082
	Iteration 0F: 3 clusters Score -207455 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -207883.093750 Penalty: 2401.809082
	Iteration 1F: 3 clusters Score -207883.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -208085.843750 Penalty: 2401.809082
	Iteration 2F: 3 clusters Score -208085.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -208286.812500 Penalty: 2401.809082
	Iteration 3F: 3 clusters Score -208286.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -208436.906250 Penalty: 2401.809082
	Iteration 4F: 3 clusters Score -208436.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -208574.500000 Penalty: 2401.809082
	Iteration 5F: 3 clusters Score -208574.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -208683.421875 Penalty: 2401.809082
	Iteration 6Q: 3 clusters Score -208683.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -208771.859375 Penalty: 2401.809082
	Iteration 7Q: 3 clusters Score -208771.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -208814.546875 Penalty: 2401.809082
	Iteration 8Q: 3 clusters Score -208814.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -208846.390625 Penalty: 2401.809082
	Iteration 9Q: 3 clusters Score -208846.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -208858.921875 Penalty: 2401.809082
	Iteration 10Q: 3 clusters Score -208858.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -208864.796875 Penalty: 2401.809082
	Iteration 11Q: 3 clusters Score -208864.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -208868.546875 Penalty: 2401.809082
	Iteration 12Q: 3 clusters Score -208868.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -208873.093750 Penalty: 2401.809082
	Iteration 13Q: 3 clusters Score -208873.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -208876.203125 Penalty: 2401.809082
	Iteration 14Q: 3 clusters Score -208876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -208876.843750 Penalty: 2401.809082
	Iteration 15Q: 3 clusters Score -208876.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -208876.843750 Penalty: 2401.809082
	Iteration 16F: 3 clusters Score -208876.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Entering Unmasked Estep 
Score: -96230.304688 Penalty: 1094.564331
	Iteration 0F: 2 clusters Score -96230.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -94949.781250 Penalty: 2189.128662
	Iteration 0F: 3 clusters Score -94949.78 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -95256.210938 Penalty: 2189.128662
	Iteration 1F: 3 clusters Score -95256.21 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95379.328125 Penalty: 2189.128662
	Iteration 2F: 3 clusters Score -95379.33 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -95501.859375 Penalty: 2189.128662
	Iteration 3F: 3 clusters Score -95501.86 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -95642.710938 Penalty: 2189.128662
	Iteration 4F: 3 clusters Score -95642.71 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -95785.281250 Penalty: 2189.128662
	Iteration 5F: 3 clusters Score -95785.28 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -95939.171875 Penalty: 2189.128662
	Iteration 6Q: 3 clusters Score -95939.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -96037.164062 Penalty: 2189.128662
	Iteration 7Q: 3 clusters Score -96037.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -96067.570312 Penalty: 2189.128662
	Iteration 8Q: 3 clusters Score -96067.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -96087.937500 Penalty: 2189.128662
	Iteration 9Q: 3 clusters Score -96087.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -96109.578125 Penalty: 2189.128662
	Iteration 10Q: 3 clusters Score -96109.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -96135.125000 Penalty: 2189.128662
	Iteration 11Q: 3 clusters Score -96135.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -96144.273438 Penalty: 2189.128662
	Iteration 12Q: 3 clusters Score -96144.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -96147.937500 Penalty: 2189.128662
	Iteration 13Q: 3 clusters Score -96147.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -96152.585938 Penalty: 2189.128662
	Iteration 14Q: 3 clusters Score -96152.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -96154.492188 Penalty: 2189.128662
	Iteration 15Q: 3 clusters Score -96154.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -96154.492188 Penalty: 2189.128662
	Iteration 16F: 3 clusters Score -96154.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -156984.406250 Penalty: 1161.733887
	Iteration 0F: 2 clusters Score -156984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -155353.500000 Penalty: 2323.467773
	Iteration 0F: 3 clusters Score -155353.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -155745.218750 Penalty: 2323.467773
	Iteration 1F: 3 clusters Score -155745.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -155859.921875 Penalty: 2323.467773
	Iteration 2F: 3 clusters Score -155859.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -155906.890625 Penalty: 2323.467773
	Iteration 3Q: 3 clusters Score -155906.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -155934.031250 Penalty: 2323.467773
	Iteration 4Q: 3 clusters Score -155934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -155951.953125 Penalty: 2323.467773
	Iteration 5Q: 3 clusters Score -155952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -155963.578125 Penalty: 2323.467773
	Iteration 6Q: 3 clusters Score -155963.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -155974.421875 Penalty: 2323.467773
	Iteration 7Q: 3 clusters Score -155974.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -155981.296875 Penalty: 2323.467773
	Iteration 8Q: 3 clusters Score -155981.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -155988.109375 Penalty: 2323.467773
	Iteration 9Q: 3 clusters Score -155988.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -155992.156250 Penalty: 2323.467773
	Iteration 10Q: 3 clusters Score -155992.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -155998.015625 Penalty: 2323.467773
	Iteration 11Q: 3 clusters Score -155998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -156000.875000 Penalty: 2323.467773
	Iteration 12Q: 3 clusters Score -156000.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -156002.984375 Penalty: 2323.467773
	Iteration 13Q: 3 clusters Score -156003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -156006.046875 Penalty: 2323.467773
	Iteration 14Q: 3 clusters Score -156006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -156007.718750 Penalty: 2323.467773
	Iteration 15Q: 3 clusters Score -156007.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -156010.218750 Penalty: 2323.467773
	Iteration 16Q: 3 clusters Score -156010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -156010.843750 Penalty: 2323.467773
	Iteration 17Q: 3 clusters Score -156010.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -156011.218750 Penalty: 2323.467773
	Iteration 18Q: 3 clusters Score -156011.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -156011.546875 Penalty: 2323.467773
	Iteration 19Q: 3 clusters Score -156011.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -156011.546875 Penalty: 2323.467773
	Iteration 20F: 3 clusters Score -156011.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Entering Unmasked Estep 
Score: -496304.125000 Penalty: 1321.182495
	Iteration 0F: 2 clusters Score -496304.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -493337.562500 Penalty: 2642.364990
	Iteration 0F: 3 clusters Score -493337.6 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -494122.781250 Penalty: 2642.364990
	Iteration 1F: 3 clusters Score -494122.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -494256.406250 Penalty: 2642.364990
	Iteration 2F: 3 clusters Score -494256.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -494325.562500 Penalty: 2642.364990
	Iteration 3Q: 3 clusters Score -494325.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -494375.062500 Penalty: 2642.364990
	Iteration 4Q: 3 clusters Score -494375.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -494409.312500 Penalty: 2642.364990
	Iteration 5Q: 3 clusters Score -494409.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -494438.093750 Penalty: 2642.364990
	Iteration 6Q: 3 clusters Score -494438.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -494460.062500 Penalty: 2642.364990
	Iteration 7Q: 3 clusters Score -494460.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -494477.125000 Penalty: 2642.364990
	Iteration 8Q: 3 clusters Score -494477.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -494495.687500 Penalty: 2642.364990
	Iteration 9Q: 3 clusters Score -494495.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -494507.718750 Penalty: 2642.364990
	Iteration 10Q: 3 clusters Score -494507.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -494519.062500 Penalty: 2642.364990
	Iteration 11Q: 3 clusters Score -494519.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -494532.468750 Penalty: 2642.364990
	Iteration 12Q: 3 clusters Score -494532.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -494544.093750 Penalty: 2642.364990
	Iteration 13Q: 3 clusters Score -494544.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -494552.093750 Penalty: 2642.364990
	Iteration 14Q: 3 clusters Score -494552.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -494562.656250 Penalty: 2642.364990
	Iteration 15Q: 3 clusters Score -494562.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -494578.031250 Penalty: 2642.364990
	Iteration 16Q: 3 clusters Score -494578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -494594.843750 Penalty: 2642.364990
	Iteration 17Q: 3 clusters Score -494594.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -494608.062500 Penalty: 2642.364990
	Iteration 18Q: 3 clusters Score -494608.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -494628.843750 Penalty: 2642.364990
	Iteration 19Q: 3 clusters Score -494628.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -494646.968750 Penalty: 2642.364990
	Iteration 20F: 3 clusters Score -494647 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -494675.531250 Penalty: 2642.364990
	Iteration 21Q: 3 clusters Score -494675.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -494709.500000 Penalty: 2642.364990
	Iteration 22Q: 3 clusters Score -494709.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -494742.375000 Penalty: 2642.364990
	Iteration 23Q: 3 clusters Score -494742.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -494779.437500 Penalty: 2642.364990
	Iteration 24Q: 3 clusters Score -494779.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -494816.562500 Penalty: 2642.364990
	Iteration 25Q: 3 clusters Score -494816.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -494850.093750 Penalty: 2642.364990
	Iteration 26Q: 3 clusters Score -494850.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -494875.093750 Penalty: 2642.364990
	Iteration 27Q: 3 clusters Score -494875.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -494897.531250 Penalty: 2642.364990
	Iteration 28Q: 3 clusters Score -494897.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -494917.218750 Penalty: 2642.364990
	Iteration 29Q: 3 clusters Score -494917.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -494936.937500 Penalty: 2642.364990
	Iteration 30Q: 3 clusters Score -494936.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -494952.687500 Penalty: 2642.364990
	Iteration 31Q: 3 clusters Score -494952.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -494972.781250 Penalty: 2642.364990
	Iteration 32Q: 3 clusters Score -494972.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -495000.093750 Penalty: 2642.364990
	Iteration 33Q: 3 clusters Score -495000.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -495025.406250 Penalty: 2642.364990
	Iteration 34Q: 3 clusters Score -495025.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -495046.812500 Penalty: 2642.364990
	Iteration 35Q: 3 clusters Score -495046.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -495064.062500 Penalty: 2642.364990
	Iteration 36Q: 3 clusters Score -495064.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -495082.968750 Penalty: 2642.364990
	Iteration 37Q: 3 clusters Score -495083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -495097.718750 Penalty: 2642.364990
	Iteration 38Q: 3 clusters Score -495097.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -495112.593750 Penalty: 2642.364990
	Iteration 39Q: 3 clusters Score -495112.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -495121.843750 Penalty: 2642.364990
	Iteration 40F: 3 clusters Score -495121.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -495135.468750 Penalty: 2642.364990
	Iteration 41Q: 3 clusters Score -495135.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -495143.781250 Penalty: 2642.364990
	Iteration 42Q: 3 clusters Score -495143.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -495149.906250 Penalty: 2642.364990
	Iteration 43Q: 3 clusters Score -495149.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -495152.812500 Penalty: 2642.364990
	Iteration 44Q: 3 clusters Score -495152.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -495154.812500 Penalty: 2642.364990
	Iteration 45Q: 3 clusters Score -495154.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -495157.156250 Penalty: 2642.364990
	Iteration 46Q: 3 clusters Score -495157.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -495156.781250 Penalty: 2642.364990
	Iteration 47Q: 3 clusters Score -495156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -495156.781250 Penalty: 2642.364990
	Iteration 48F: 3 clusters Score -495156.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -76446.750000 Penalty: 1034.830322
	Iteration 0F: 2 clusters Score -76446.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75324.226562 Penalty: 2069.660645
	Iteration 0F: 3 clusters Score -75324.23 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75488.851562 Penalty: 2069.660645
	Iteration 1F: 3 clusters Score -75488.85 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75542.468750 Penalty: 2069.660645
	Iteration 2F: 3 clusters Score -75542.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -75581.710938 Penalty: 2069.660645
	Iteration 3Q: 3 clusters Score -75581.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75613.117188 Penalty: 2069.660645
	Iteration 4Q: 3 clusters Score -75613.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -75630.929688 Penalty: 2069.660645
	Iteration 5Q: 3 clusters Score -75630.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -75644.437500 Penalty: 2069.660645
	Iteration 6Q: 3 clusters Score -75644.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -75651.843750 Penalty: 2069.660645
	Iteration 7Q: 3 clusters Score -75651.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -75657.476562 Penalty: 2069.660645
	Iteration 8Q: 3 clusters Score -75657.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -75658.812500 Penalty: 2069.660645
	Iteration 9Q: 3 clusters Score -75658.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -75659.250000 Penalty: 2069.660645
	Iteration 10Q: 3 clusters Score -75659.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75659.648438 Penalty: 2069.660645
	Iteration 11Q: 3 clusters Score -75659.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75659.648438 Penalty: 2069.660645
	Iteration 12F: 3 clusters Score -75659.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -202480.953125 Penalty: 1184.894043
	Iteration 0F: 2 clusters Score -202481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -200754.343750 Penalty: 2369.788086
	Iteration 0F: 3 clusters Score -200754.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -201140.234375 Penalty: 2369.788086
	Iteration 1F: 3 clusters Score -201140.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -201332.171875 Penalty: 2369.788086
	Iteration 2F: 3 clusters Score -201332.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -201451.109375 Penalty: 2369.788086
	Iteration 3F: 3 clusters Score -201451.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -201523.937500 Penalty: 2369.788086
	Iteration 4F: 3 clusters Score -201523.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -201582.421875 Penalty: 2369.788086
	Iteration 5Q: 3 clusters Score -201582.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -201620.015625 Penalty: 2369.788086
	Iteration 6Q: 3 clusters Score -201620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -201661.531250 Penalty: 2369.788086
	Iteration 7Q: 3 clusters Score -201661.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -201690.359375 Penalty: 2369.788086
	Iteration 8Q: 3 clusters Score -201690.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -201727.906250 Penalty: 2369.788086
	Iteration 9Q: 3 clusters Score -201727.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -201746.640625 Penalty: 2369.788086
	Iteration 10Q: 3 clusters Score -201746.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -201759.171875 Penalty: 2369.788086
	Iteration 11Q: 3 clusters Score -201759.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -201770.921875 Penalty: 2369.788086
	Iteration 12Q: 3 clusters Score -201770.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -201779.484375 Penalty: 2369.788086
	Iteration 13Q: 3 clusters Score -201779.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -201794.515625 Penalty: 2369.788086
	Iteration 14Q: 3 clusters Score -201794.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -201809.265625 Penalty: 2369.788086
	Iteration 15Q: 3 clusters Score -201809.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -201819.921875 Penalty: 2369.788086
	Iteration 16Q: 3 clusters Score -201819.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -201831.078125 Penalty: 2369.788086
	Iteration 17Q: 3 clusters Score -201831.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -201851.000000 Penalty: 2369.788086
	Iteration 18Q: 3 clusters Score -201851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -201867.234375 Penalty: 2369.788086
	Iteration 19Q: 3 clusters Score -201867.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -201882.015625 Penalty: 2369.788086
	Iteration 20F: 3 clusters Score -201882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -201896.718750 Penalty: 2369.788086
	Iteration 21Q: 3 clusters Score -201896.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -201904.843750 Penalty: 2369.788086
	Iteration 22Q: 3 clusters Score -201904.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -201911.515625 Penalty: 2369.788086
	Iteration 23Q: 3 clusters Score -201911.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -201922.015625 Penalty: 2369.788086
	Iteration 24Q: 3 clusters Score -201922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -201934.906250 Penalty: 2369.788086
	Iteration 25Q: 3 clusters Score -201934.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -201948.296875 Penalty: 2369.788086
	Iteration 26Q: 3 clusters Score -201948.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -201953.546875 Penalty: 2369.788086
	Iteration 27Q: 3 clusters Score -201953.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -201957.093750 Penalty: 2369.788086
	Iteration 28Q: 3 clusters Score -201957.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -201960.453125 Penalty: 2369.788086
	Iteration 29Q: 3 clusters Score -201960.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -201963.000000 Penalty: 2369.788086
	Iteration 30Q: 3 clusters Score -201963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -201965.906250 Penalty: 2369.788086
	Iteration 31Q: 3 clusters Score -201965.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -201967.812500 Penalty: 2369.788086
	Iteration 32Q: 3 clusters Score -201967.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -201972.812500 Penalty: 2369.788086
	Iteration 33Q: 3 clusters Score -201972.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -201981.875000 Penalty: 2369.788086
	Iteration 34Q: 3 clusters Score -201981.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -201985.781250 Penalty: 2369.788086
	Iteration 35Q: 3 clusters Score -201985.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -201992.109375 Penalty: 2369.788086
	Iteration 36Q: 3 clusters Score -201992.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -202008.140625 Penalty: 2369.788086
	Iteration 37Q: 3 clusters Score -202008.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -202017.203125 Penalty: 2369.788086
	Iteration 38Q: 3 clusters Score -202017.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -202026.406250 Penalty: 2369.788086
	Iteration 39Q: 3 clusters Score -202026.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -202034.390625 Penalty: 2369.788086
	Iteration 40F: 3 clusters Score -202034.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -202039.390625 Penalty: 2369.788086
	Iteration 41Q: 3 clusters Score -202039.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -202042.328125 Penalty: 2369.788086
	Iteration 42Q: 3 clusters Score -202042.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -202053.578125 Penalty: 2369.788086
	Iteration 43Q: 3 clusters Score -202053.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -202064.250000 Penalty: 2369.788086
	Iteration 44Q: 3 clusters Score -202064.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -202077.906250 Penalty: 2369.788086
	Iteration 45Q: 3 clusters Score -202077.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -202085.843750 Penalty: 2369.788086
	Iteration 46Q: 3 clusters Score -202085.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -202101.421875 Penalty: 2369.788086
	Iteration 47Q: 3 clusters Score -202101.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -202112.765625 Penalty: 2369.788086
	Iteration 48Q: 3 clusters Score -202112.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -202119.843750 Penalty: 2369.788086
	Iteration 49Q: 3 clusters Score -202119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -202122.750000 Penalty: 2369.788086
	Iteration 50Q: 3 clusters Score -202122.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -202129.265625 Penalty: 2369.788086
	Iteration 51Q: 3 clusters Score -202129.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -202131.171875 Penalty: 2369.788086
	Iteration 52Q: 3 clusters Score -202131.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -202132.218750 Penalty: 2369.788086
	Iteration 53Q: 3 clusters Score -202132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -202134.203125 Penalty: 2369.788086
	Iteration 54Q: 3 clusters Score -202134.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -202136.500000 Penalty: 2369.788086
	Iteration 55Q: 3 clusters Score -202136.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -202140.750000 Penalty: 2369.788086
	Iteration 56Q: 3 clusters Score -202140.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -202143.500000 Penalty: 2369.788086
	Iteration 57Q: 3 clusters Score -202143.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -202145.250000 Penalty: 2369.788086
	Iteration 58Q: 3 clusters Score -202145.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -202146.687500 Penalty: 2369.788086
	Iteration 59Q: 3 clusters Score -202146.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -202148.203125 Penalty: 2369.788086
	Iteration 60F: 3 clusters Score -202148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -202150.265625 Penalty: 2369.788086
	Iteration 61Q: 3 clusters Score -202150.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -202152.906250 Penalty: 2369.788086
	Iteration 62Q: 3 clusters Score -202152.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -202154.281250 Penalty: 2369.788086
	Iteration 63Q: 3 clusters Score -202154.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -202155.000000 Penalty: 2369.788086
	Iteration 64Q: 3 clusters Score -202155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -202157.718750 Penalty: 2369.788086
	Iteration 65Q: 3 clusters Score -202157.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -202162.125000 Penalty: 2369.788086
	Iteration 66Q: 3 clusters Score -202162.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -202164.921875 Penalty: 2369.788086
	Iteration 67Q: 3 clusters Score -202164.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -202166.140625 Penalty: 2369.788086
	Iteration 68Q: 3 clusters Score -202166.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -202167.531250 Penalty: 2369.788086
	Iteration 69Q: 3 clusters Score -202167.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -202168.546875 Penalty: 2369.788086
	Iteration 70Q: 3 clusters Score -202168.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -202169.562500 Penalty: 2369.788086
	Iteration 71Q: 3 clusters Score -202169.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -202169.812500 Penalty: 2369.788086
	Iteration 72Q: 3 clusters Score -202169.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -202172.828125 Penalty: 2369.788086
	Iteration 73Q: 3 clusters Score -202172.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -202172.843750 Penalty: 2369.788086
	Iteration 74Q: 3 clusters Score -202172.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -202173.687500 Penalty: 2369.788086
	Iteration 75Q: 3 clusters Score -202173.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -202173.687500 Penalty: 2369.788086
	Iteration 76F: 3 clusters Score -202173.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (17992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Entering Unmasked Estep 
Score: -2735401.500000 Penalty: 1592.123413
	Iteration 0F: 2 clusters Score -2735402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2723463.250000 Penalty: 3184.246826
	Iteration 0F: 3 clusters Score -2723463 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2727853.500000 Penalty: 3184.246826
	Iteration 1F: 3 clusters Score -2727854 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2728271.250000 Penalty: 3184.246826
	Iteration 2F: 3 clusters Score -2728271 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2728644.000000 Penalty: 3184.246826
	Iteration 3F: 3 clusters Score -2728644 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2729068.250000 Penalty: 3184.246826
	Iteration 4F: 3 clusters Score -2729068 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2729537.250000 Penalty: 3184.246826
	Iteration 5F: 3 clusters Score -2729537 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2729997.000000 Penalty: 3184.246826
	Iteration 6F: 3 clusters Score -2729997 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2730516.000000 Penalty: 3184.246826
	Iteration 7Q: 3 clusters Score -2730516 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2731104.500000 Penalty: 3184.246826
	Iteration 8Q: 3 clusters Score -2731104 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2731679.250000 Penalty: 3184.246826
	Iteration 9Q: 3 clusters Score -2731679 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2732132.250000 Penalty: 3184.246826
	Iteration 10Q: 3 clusters Score -2732132 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2732431.500000 Penalty: 3184.246826
	Iteration 11Q: 3 clusters Score -2732432 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2732670.500000 Penalty: 3184.246826
	Iteration 12Q: 3 clusters Score -2732670 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2732823.750000 Penalty: 3184.246826
	Iteration 13Q: 3 clusters Score -2732824 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2732931.000000 Penalty: 3184.246826
	Iteration 14Q: 3 clusters Score -2732931 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2733039.500000 Penalty: 3184.246826
	Iteration 15Q: 3 clusters Score -2733040 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2733129.500000 Penalty: 3184.246826
	Iteration 16Q: 3 clusters Score -2733130 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2733201.500000 Penalty: 3184.246826
	Iteration 17Q: 3 clusters Score -2733202 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2733266.750000 Penalty: 3184.246826
	Iteration 18Q: 3 clusters Score -2733267 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2733330.250000 Penalty: 3184.246826
	Iteration 19Q: 3 clusters Score -2733330 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2733365.750000 Penalty: 3184.246826
	Iteration 20F: 3 clusters Score -2733366 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2733398.000000 Penalty: 3184.246826
	Iteration 21Q: 3 clusters Score -2733398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2733418.750000 Penalty: 3184.246826
	Iteration 22Q: 3 clusters Score -2733419 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2733451.000000 Penalty: 3184.246826
	Iteration 23Q: 3 clusters Score -2733451 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2733482.750000 Penalty: 3184.246826
	Iteration 24Q: 3 clusters Score -2733483 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2733503.750000 Penalty: 3184.246826
	Iteration 25Q: 3 clusters Score -2733504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2733513.500000 Penalty: 3184.246826
	Iteration 26Q: 3 clusters Score -2733514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2733524.500000 Penalty: 3184.246826
	Iteration 27Q: 3 clusters Score -2733524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2733538.750000 Penalty: 3184.246826
	Iteration 28Q: 3 clusters Score -2733539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2733549.750000 Penalty: 3184.246826
	Iteration 29Q: 3 clusters Score -2733550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2733570.250000 Penalty: 3184.246826
	Iteration 30Q: 3 clusters Score -2733570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2733590.500000 Penalty: 3184.246826
	Iteration 31Q: 3 clusters Score -2733590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2733618.000000 Penalty: 3184.246826
	Iteration 32Q: 3 clusters Score -2733618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2733643.500000 Penalty: 3184.246826
	Iteration 33Q: 3 clusters Score -2733644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2733678.250000 Penalty: 3184.246826
	Iteration 34Q: 3 clusters Score -2733678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2733697.000000 Penalty: 3184.246826
	Iteration 35Q: 3 clusters Score -2733697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2733704.500000 Penalty: 3184.246826
	Iteration 36Q: 3 clusters Score -2733704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2733717.000000 Penalty: 3184.246826
	Iteration 37Q: 3 clusters Score -2733717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2733720.750000 Penalty: 3184.246826
	Iteration 38Q: 3 clusters Score -2733721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2733719.750000 Penalty: 3184.246826
	Iteration 39Q: 3 clusters Score -2733720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2733729.250000 Penalty: 3184.246826
	Iteration 40F: 3 clusters Score -2733729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2733737.500000 Penalty: 3184.246826
	Iteration 41Q: 3 clusters Score -2733738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2733742.250000 Penalty: 3184.246826
	Iteration 42Q: 3 clusters Score -2733742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2733748.000000 Penalty: 3184.246826
	Iteration 43Q: 3 clusters Score -2733748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2733751.750000 Penalty: 3184.246826
	Iteration 44Q: 3 clusters Score -2733752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2733752.250000 Penalty: 3184.246826
	Iteration 45Q: 3 clusters Score -2733752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2733756.000000 Penalty: 3184.246826
	Iteration 46Q: 3 clusters Score -2733756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2733754.250000 Penalty: 3184.246826
	Iteration 47Q: 3 clusters Score -2733754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2733754.250000 Penalty: 3184.246826
	Iteration 48F: 3 clusters Score -2733754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (15128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Entering Unmasked Estep 
Score: -2301118.500000 Penalty: 1563.949219
	Iteration 0F: 2 clusters Score -2301118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2290952.250000 Penalty: 3127.898438
	Iteration 0F: 3 clusters Score -2290952 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2294560.000000 Penalty: 3127.898438
	Iteration 1F: 3 clusters Score -2294560 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2294996.250000 Penalty: 3127.898438
	Iteration 2F: 3 clusters Score -2294996 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2295474.750000 Penalty: 3127.898438
	Iteration 3F: 3 clusters Score -2295475 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2295990.250000 Penalty: 3127.898438
	Iteration 4F: 3 clusters Score -2295990 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2296574.250000 Penalty: 3127.898438
	Iteration 5F: 3 clusters Score -2296574 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2297184.750000 Penalty: 3127.898438
	Iteration 6F: 3 clusters Score -2297185 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2297862.000000 Penalty: 3127.898438
	Iteration 7F: 3 clusters Score -2297862 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2298430.000000 Penalty: 3127.898438
	Iteration 8F: 3 clusters Score -2298430 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2298835.250000 Penalty: 3127.898438
	Iteration 9Q: 3 clusters Score -2298835 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2299143.750000 Penalty: 3127.898438
	Iteration 10Q: 3 clusters Score -2299144 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2299341.500000 Penalty: 3127.898438
	Iteration 11Q: 3 clusters Score -2299342 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2299474.250000 Penalty: 3127.898438
	Iteration 12Q: 3 clusters Score -2299474 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2299585.250000 Penalty: 3127.898438
	Iteration 13Q: 3 clusters Score -2299585 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2299672.500000 Penalty: 3127.898438
	Iteration 14Q: 3 clusters Score -2299672 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2299727.000000 Penalty: 3127.898438
	Iteration 15Q: 3 clusters Score -2299727 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2299772.500000 Penalty: 3127.898438
	Iteration 16Q: 3 clusters Score -2299772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2299792.250000 Penalty: 3127.898438
	Iteration 17Q: 3 clusters Score -2299792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2299800.250000 Penalty: 3127.898438
	Iteration 18Q: 3 clusters Score -2299800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2299811.750000 Penalty: 3127.898438
	Iteration 19Q: 3 clusters Score -2299812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2299819.000000 Penalty: 3127.898438
	Iteration 20F: 3 clusters Score -2299819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2299822.250000 Penalty: 3127.898438
	Iteration 21Q: 3 clusters Score -2299822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2299831.000000 Penalty: 3127.898438
	Iteration 22Q: 3 clusters Score -2299831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2299842.000000 Penalty: 3127.898438
	Iteration 23Q: 3 clusters Score -2299842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2299848.750000 Penalty: 3127.898438
	Iteration 24Q: 3 clusters Score -2299849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2299850.250000 Penalty: 3127.898438
	Iteration 25Q: 3 clusters Score -2299850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2299851.750000 Penalty: 3127.898438
	Iteration 26Q: 3 clusters Score -2299852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2299851.750000 Penalty: 3127.898438
	Iteration 27Q: 3 clusters Score -2299852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2299853.250000 Penalty: 3127.898438
	Iteration 28Q: 3 clusters Score -2299853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2299855.500000 Penalty: 3127.898438
	Iteration 29Q: 3 clusters Score -2299856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2299860.000000 Penalty: 3127.898438
	Iteration 30Q: 3 clusters Score -2299860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2299863.750000 Penalty: 3127.898438
	Iteration 31Q: 3 clusters Score -2299864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2299864.000000 Penalty: 3127.898438
	Iteration 32Q: 3 clusters Score -2299864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2299864.250000 Penalty: 3127.898438
	Iteration 33Q: 3 clusters Score -2299864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2299867.750000 Penalty: 3127.898438
	Iteration 34Q: 3 clusters Score -2299868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2299869.000000 Penalty: 3127.898438
	Iteration 35Q: 3 clusters Score -2299869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2299869.250000 Penalty: 3127.898438
	Iteration 36Q: 3 clusters Score -2299869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2299872.000000 Penalty: 3127.898438
	Iteration 37Q: 3 clusters Score -2299872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2299870.750000 Penalty: 3127.898438
	Iteration 38Q: 3 clusters Score -2299871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2299873.000000 Penalty: 3127.898438
	Iteration 39Q: 3 clusters Score -2299873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2299869.750000 Penalty: 3127.898438
	Iteration 40F: 3 clusters Score -2299870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2299874.250000 Penalty: 3127.898438
	Iteration 41Q: 3 clusters Score -2299874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2299880.750000 Penalty: 3127.898438
	Iteration 42Q: 3 clusters Score -2299881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2299882.500000 Penalty: 3127.898438
	Iteration 43Q: 3 clusters Score -2299882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2299883.750000 Penalty: 3127.898438
	Iteration 44Q: 3 clusters Score -2299884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2299883.750000 Penalty: 3127.898438
	Iteration 45F: 3 clusters Score -2299884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (8745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Entering Unmasked Estep 
Score: -1261535.500000 Penalty: 1474.888672
	Iteration 0F: 2 clusters Score -1261536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1255137.750000 Penalty: 2949.777344
	Iteration 0F: 3 clusters Score -1255138 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1257255.375000 Penalty: 2949.777344
	Iteration 1F: 3 clusters Score -1257255 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1257480.750000 Penalty: 2949.777344
	Iteration 2F: 3 clusters Score -1257481 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1257651.500000 Penalty: 2949.777344
	Iteration 3F: 3 clusters Score -1257652 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1257768.125000 Penalty: 2949.777344
	Iteration 4Q: 3 clusters Score -1257768 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1257861.250000 Penalty: 2949.777344
	Iteration 5Q: 3 clusters Score -1257861 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1257949.500000 Penalty: 2949.777344
	Iteration 6Q: 3 clusters Score -1257950 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1258026.375000 Penalty: 2949.777344
	Iteration 7Q: 3 clusters Score -1258026 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1258098.625000 Penalty: 2949.777344
	Iteration 8Q: 3 clusters Score -1258099 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1258155.125000 Penalty: 2949.777344
	Iteration 9Q: 3 clusters Score -1258155 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1258198.875000 Penalty: 2949.777344
	Iteration 10Q: 3 clusters Score -1258199 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1258241.625000 Penalty: 2949.777344
	Iteration 11Q: 3 clusters Score -1258242 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1258285.500000 Penalty: 2949.777344
	Iteration 12Q: 3 clusters Score -1258286 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1258323.750000 Penalty: 2949.777344
	Iteration 13Q: 3 clusters Score -1258324 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1258376.625000 Penalty: 2949.777344
	Iteration 14Q: 3 clusters Score -1258377 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1258447.000000 Penalty: 2949.777344
	Iteration 15Q: 3 clusters Score -1258447 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1258533.000000 Penalty: 2949.777344
	Iteration 16Q: 3 clusters Score -1258533 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1258630.375000 Penalty: 2949.777344
	Iteration 17Q: 3 clusters Score -1258630 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1258785.250000 Penalty: 2949.777344
	Iteration 18Q: 3 clusters Score -1258785 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1258995.875000 Penalty: 2949.777344
	Iteration 19Q: 3 clusters Score -1258996 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1259243.625000 Penalty: 2949.777344
	Iteration 20F: 3 clusters Score -1259244 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1259505.625000 Penalty: 2949.777344
	Iteration 21Q: 3 clusters Score -1259506 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1259725.000000 Penalty: 2949.777344
	Iteration 22Q: 3 clusters Score -1259725 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1259874.750000 Penalty: 2949.777344
	Iteration 23Q: 3 clusters Score -1259875 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1259964.875000 Penalty: 2949.777344
	Iteration 24Q: 3 clusters Score -1259965 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1260020.875000 Penalty: 2949.777344
	Iteration 25Q: 3 clusters Score -1260021 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1260053.875000 Penalty: 2949.777344
	Iteration 26Q: 3 clusters Score -1260054 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1260075.625000 Penalty: 2949.777344
	Iteration 27Q: 3 clusters Score -1260076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1260090.750000 Penalty: 2949.777344
	Iteration 28Q: 3 clusters Score -1260091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1260100.875000 Penalty: 2949.777344
	Iteration 29Q: 3 clusters Score -1260101 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1260109.625000 Penalty: 2949.777344
	Iteration 30Q: 3 clusters Score -1260110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1260114.125000 Penalty: 2949.777344
	Iteration 31Q: 3 clusters Score -1260114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1260119.625000 Penalty: 2949.777344
	Iteration 32Q: 3 clusters Score -1260120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1260121.500000 Penalty: 2949.777344
	Iteration 33Q: 3 clusters Score -1260122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1260124.625000 Penalty: 2949.777344
	Iteration 34Q: 3 clusters Score -1260125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1260126.125000 Penalty: 2949.777344
	Iteration 35Q: 3 clusters Score -1260126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1260124.625000 Penalty: 2949.777344
	Iteration 36Q: 3 clusters Score -1260125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1260126.375000 Penalty: 2949.777344
	Iteration 37Q: 3 clusters Score -1260126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1260126.875000 Penalty: 2949.777344
	Iteration 38Q: 3 clusters Score -1260127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1260129.875000 Penalty: 2949.777344
	Iteration 39Q: 3 clusters Score -1260130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1260130.625000 Penalty: 2949.777344
	Iteration 40F: 3 clusters Score -1260131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1260135.125000 Penalty: 2949.777344
	Iteration 41Q: 3 clusters Score -1260135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1260136.750000 Penalty: 2949.777344
	Iteration 42Q: 3 clusters Score -1260137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1260136.125000 Penalty: 2949.777344
	Iteration 43Q: 3 clusters Score -1260136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1260138.125000 Penalty: 2949.777344
	Iteration 44Q: 3 clusters Score -1260138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1260139.500000 Penalty: 2949.777344
	Iteration 45Q: 3 clusters Score -1260140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1260140.875000 Penalty: 2949.777344
	Iteration 46Q: 3 clusters Score -1260141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1260139.125000 Penalty: 2949.777344
	Iteration 47Q: 3 clusters Score -1260139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1260139.750000 Penalty: 2949.777344
	Iteration 48Q: 3 clusters Score -1260140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1260142.125000 Penalty: 2949.777344
	Iteration 49Q: 3 clusters Score -1260142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1260143.875000 Penalty: 2949.777344
	Iteration 50Q: 3 clusters Score -1260144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1260146.000000 Penalty: 2949.777344
	Iteration 51Q: 3 clusters Score -1260146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1260145.375000 Penalty: 2949.777344
	Iteration 52Q: 3 clusters Score -1260145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1260148.500000 Penalty: 2949.777344
	Iteration 53Q: 3 clusters Score -1260148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1260149.625000 Penalty: 2949.777344
	Iteration 54Q: 3 clusters Score -1260150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1260152.500000 Penalty: 2949.777344
	Iteration 55Q: 3 clusters Score -1260152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1260154.125000 Penalty: 2949.777344
	Iteration 56Q: 3 clusters Score -1260154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1260155.500000 Penalty: 2949.777344
	Iteration 57Q: 3 clusters Score -1260156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1260153.750000 Penalty: 2949.777344
	Iteration 58Q: 3 clusters Score -1260154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1260155.000000 Penalty: 2949.777344
	Iteration 59Q: 3 clusters Score -1260155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1260155.750000 Penalty: 2949.777344
	Iteration 60F: 3 clusters Score -1260156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1260157.000000 Penalty: 2949.777344
	Iteration 61Q: 3 clusters Score -1260157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1260160.500000 Penalty: 2949.777344
	Iteration 62Q: 3 clusters Score -1260160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1260159.750000 Penalty: 2949.777344
	Iteration 63Q: 3 clusters Score -1260160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1260160.250000 Penalty: 2949.777344
	Iteration 64Q: 3 clusters Score -1260160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1260162.375000 Penalty: 2949.777344
	Iteration 65Q: 3 clusters Score -1260162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1260162.875000 Penalty: 2949.777344
	Iteration 66Q: 3 clusters Score -1260163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1260164.000000 Penalty: 2949.777344
	Iteration 67Q: 3 clusters Score -1260164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1260166.250000 Penalty: 2949.777344
	Iteration 68Q: 3 clusters Score -1260166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1260165.375000 Penalty: 2949.777344
	Iteration 69Q: 3 clusters Score -1260165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1260165.500000 Penalty: 2949.777344
	Iteration 70Q: 3 clusters Score -1260166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1260167.000000 Penalty: 2949.777344
	Iteration 71Q: 3 clusters Score -1260167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1260167.125000 Penalty: 2949.777344
	Iteration 72Q: 3 clusters Score -1260167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1260168.500000 Penalty: 2949.777344
	Iteration 73Q: 3 clusters Score -1260168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1260169.750000 Penalty: 2949.777344
	Iteration 74Q: 3 clusters Score -1260170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1260168.125000 Penalty: 2949.777344
	Iteration 75Q: 3 clusters Score -1260168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1260168.125000 Penalty: 2949.777344
	Iteration 76F: 3 clusters Score -1260168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -181455.531250 Penalty: 1176.489014
	Iteration 0F: 2 clusters Score -181455.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -179768.812500 Penalty: 2352.978027
	Iteration 0F: 3 clusters Score -179768.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -180124.796875 Penalty: 2352.978027
	Iteration 1F: 3 clusters Score -180124.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -180238.625000 Penalty: 2352.978027
	Iteration 2F: 3 clusters Score -180238.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -180303.750000 Penalty: 2352.978027
	Iteration 3Q: 3 clusters Score -180303.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -180375.625000 Penalty: 2352.978027
	Iteration 4Q: 3 clusters Score -180375.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -180427.562500 Penalty: 2352.978027
	Iteration 5Q: 3 clusters Score -180427.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -180490.546875 Penalty: 2352.978027
	Iteration 6Q: 3 clusters Score -180490.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -180544.593750 Penalty: 2352.978027
	Iteration 7Q: 3 clusters Score -180544.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -180574.812500 Penalty: 2352.978027
	Iteration 8Q: 3 clusters Score -180574.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -180594.234375 Penalty: 2352.978027
	Iteration 9Q: 3 clusters Score -180594.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -180610.218750 Penalty: 2352.978027
	Iteration 10Q: 3 clusters Score -180610.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -180623.171875 Penalty: 2352.978027
	Iteration 11Q: 3 clusters Score -180623.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -180633.421875 Penalty: 2352.978027
	Iteration 12Q: 3 clusters Score -180633.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -180639.890625 Penalty: 2352.978027
	Iteration 13Q: 3 clusters Score -180639.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -180642.312500 Penalty: 2352.978027
	Iteration 14Q: 3 clusters Score -180642.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -180643.578125 Penalty: 2352.978027
	Iteration 15Q: 3 clusters Score -180643.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -180644.781250 Penalty: 2352.978027
	Iteration 16Q: 3 clusters Score -180644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -180646.015625 Penalty: 2352.978027
	Iteration 17Q: 3 clusters Score -180646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -180646.781250 Penalty: 2352.978027
	Iteration 18Q: 3 clusters Score -180646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -180648.500000 Penalty: 2352.978027
	Iteration 19Q: 3 clusters Score -180648.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -180650.359375 Penalty: 2352.978027
	Iteration 20F: 3 clusters Score -180650.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -180652.046875 Penalty: 2352.978027
	Iteration 21Q: 3 clusters Score -180652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -180652.046875 Penalty: 2352.978027
	Iteration 22F: 3 clusters Score -180652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (3763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Entering Unmasked Estep 
Score: -478939.031250 Penalty: 1337.858032
	Iteration 0F: 2 clusters Score -478939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -475744.375000 Penalty: 2675.716064
	Iteration 0F: 3 clusters Score -475744.4 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -476554.531250 Penalty: 2675.716064
	Iteration 1F: 3 clusters Score -476554.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -476764.718750 Penalty: 2675.716064
	Iteration 2F: 3 clusters Score -476764.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -476882.968750 Penalty: 2675.716064
	Iteration 3F: 3 clusters Score -476883 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -476955.500000 Penalty: 2675.716064
	Iteration 4Q: 3 clusters Score -476955.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -477003.812500 Penalty: 2675.716064
	Iteration 5Q: 3 clusters Score -477003.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -477042.187500 Penalty: 2675.716064
	Iteration 6Q: 3 clusters Score -477042.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -477075.500000 Penalty: 2675.716064
	Iteration 7Q: 3 clusters Score -477075.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -477104.906250 Penalty: 2675.716064
	Iteration 8Q: 3 clusters Score -477104.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -477129.531250 Penalty: 2675.716064
	Iteration 9Q: 3 clusters Score -477129.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -477146.843750 Penalty: 2675.716064
	Iteration 10Q: 3 clusters Score -477146.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -477161.468750 Penalty: 2675.716064
	Iteration 11Q: 3 clusters Score -477161.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -477176.906250 Penalty: 2675.716064
	Iteration 12Q: 3 clusters Score -477176.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -477193.531250 Penalty: 2675.716064
	Iteration 13Q: 3 clusters Score -477193.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -477211.187500 Penalty: 2675.716064
	Iteration 14Q: 3 clusters Score -477211.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -477229.406250 Penalty: 2675.716064
	Iteration 15Q: 3 clusters Score -477229.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -477247.656250 Penalty: 2675.716064
	Iteration 16Q: 3 clusters Score -477247.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -477267.062500 Penalty: 2675.716064
	Iteration 17Q: 3 clusters Score -477267.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -477293.812500 Penalty: 2675.716064
	Iteration 18Q: 3 clusters Score -477293.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -477324.656250 Penalty: 2675.716064
	Iteration 19Q: 3 clusters Score -477324.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -477353.312500 Penalty: 2675.716064
	Iteration 20F: 3 clusters Score -477353.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -477386.656250 Penalty: 2675.716064
	Iteration 21Q: 3 clusters Score -477386.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -477424.937500 Penalty: 2675.716064
	Iteration 22Q: 3 clusters Score -477424.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -477467.906250 Penalty: 2675.716064
	Iteration 23Q: 3 clusters Score -477467.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -477511.625000 Penalty: 2675.716064
	Iteration 24Q: 3 clusters Score -477511.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -477552.312500 Penalty: 2675.716064
	Iteration 25Q: 3 clusters Score -477552.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -477590.468750 Penalty: 2675.716064
	Iteration 26Q: 3 clusters Score -477590.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -477620.718750 Penalty: 2675.716064
	Iteration 27Q: 3 clusters Score -477620.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -477653.687500 Penalty: 2675.716064
	Iteration 28Q: 3 clusters Score -477653.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -477687.656250 Penalty: 2675.716064
	Iteration 29Q: 3 clusters Score -477687.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -477710.687500 Penalty: 2675.716064
	Iteration 30Q: 3 clusters Score -477710.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -477723.500000 Penalty: 2675.716064
	Iteration 31Q: 3 clusters Score -477723.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -477736.000000 Penalty: 2675.716064
	Iteration 32Q: 3 clusters Score -477736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -477745.500000 Penalty: 2675.716064
	Iteration 33Q: 3 clusters Score -477745.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -477756.343750 Penalty: 2675.716064
	Iteration 34Q: 3 clusters Score -477756.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -477766.312500 Penalty: 2675.716064
	Iteration 35Q: 3 clusters Score -477766.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -477771.062500 Penalty: 2675.716064
	Iteration 36Q: 3 clusters Score -477771.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -477775.718750 Penalty: 2675.716064
	Iteration 37Q: 3 clusters Score -477775.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -477778.375000 Penalty: 2675.716064
	Iteration 38Q: 3 clusters Score -477778.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -477779.937500 Penalty: 2675.716064
	Iteration 39Q: 3 clusters Score -477779.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -477782.625000 Penalty: 2675.716064
	Iteration 40F: 3 clusters Score -477782.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -477783.156250 Penalty: 2675.716064
	Iteration 41Q: 3 clusters Score -477783.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -477783.156250 Penalty: 2675.716064
	Iteration 42F: 3 clusters Score -477783.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -128750.757812 Penalty: 1123.805054
	Iteration 0F: 2 clusters Score -128750.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -127323.976562 Penalty: 2247.610107
	Iteration 0F: 3 clusters Score -127324 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -127596.718750 Penalty: 2247.610107
	Iteration 1F: 3 clusters Score -127596.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -127671.929688 Penalty: 2247.610107
	Iteration 2F: 3 clusters Score -127671.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -127749.039062 Penalty: 2247.610107
	Iteration 3Q: 3 clusters Score -127749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -127828.679688 Penalty: 2247.610107
	Iteration 4Q: 3 clusters Score -127828.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -127894.781250 Penalty: 2247.610107
	Iteration 5Q: 3 clusters Score -127894.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -127950.562500 Penalty: 2247.610107
	Iteration 6Q: 3 clusters Score -127950.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -127987.898438 Penalty: 2247.610107
	Iteration 7Q: 3 clusters Score -127987.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -128004.164062 Penalty: 2247.610107
	Iteration 8Q: 3 clusters Score -128004.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -128023.179688 Penalty: 2247.610107
	Iteration 9Q: 3 clusters Score -128023.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -128037.671875 Penalty: 2247.610107
	Iteration 10Q: 3 clusters Score -128037.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -128052.773438 Penalty: 2247.610107
	Iteration 11Q: 3 clusters Score -128052.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -128067.539062 Penalty: 2247.610107
	Iteration 12Q: 3 clusters Score -128067.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -128078.375000 Penalty: 2247.610107
	Iteration 13Q: 3 clusters Score -128078.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -128089.062500 Penalty: 2247.610107
	Iteration 14Q: 3 clusters Score -128089.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -128097.976562 Penalty: 2247.610107
	Iteration 15Q: 3 clusters Score -128098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -128100.960938 Penalty: 2247.610107
	Iteration 16Q: 3 clusters Score -128101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -128104.539062 Penalty: 2247.610107
	Iteration 17Q: 3 clusters Score -128104.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -128104.898438 Penalty: 2247.610107
	Iteration 18Q: 3 clusters Score -128104.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -128105.750000 Penalty: 2247.610107
	Iteration 19Q: 3 clusters Score -128105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -128106.359375 Penalty: 2247.610107
	Iteration 20F: 3 clusters Score -128106.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (16763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Entering Unmasked Estep 
Score: -2563612.250000 Penalty: 1580.626099
	Iteration 0F: 2 clusters Score -2563612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2552412.500000 Penalty: 3161.252197
	Iteration 0F: 3 clusters Score -2552412 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2556392.750000 Penalty: 3161.252197
	Iteration 1F: 3 clusters Score -2556393 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2556715.000000 Penalty: 3161.252197
	Iteration 2F: 3 clusters Score -2556715 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2556957.750000 Penalty: 3161.252197
	Iteration 3Q: 3 clusters Score -2556958 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2557189.750000 Penalty: 3161.252197
	Iteration 4Q: 3 clusters Score -2557190 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2557382.750000 Penalty: 3161.252197
	Iteration 5Q: 3 clusters Score -2557383 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2557568.250000 Penalty: 3161.252197
	Iteration 6Q: 3 clusters Score -2557568 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2557739.750000 Penalty: 3161.252197
	Iteration 7Q: 3 clusters Score -2557740 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2557914.250000 Penalty: 3161.252197
	Iteration 8Q: 3 clusters Score -2557914 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2558097.750000 Penalty: 3161.252197
	Iteration 9Q: 3 clusters Score -2558098 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2558268.500000 Penalty: 3161.252197
	Iteration 10Q: 3 clusters Score -2558268 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2558431.000000 Penalty: 3161.252197
	Iteration 11Q: 3 clusters Score -2558431 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2558591.500000 Penalty: 3161.252197
	Iteration 12Q: 3 clusters Score -2558592 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2558775.500000 Penalty: 3161.252197
	Iteration 13Q: 3 clusters Score -2558776 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2558959.750000 Penalty: 3161.252197
	Iteration 14Q: 3 clusters Score -2558960 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2559140.250000 Penalty: 3161.252197
	Iteration 15Q: 3 clusters Score -2559140 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2559287.250000 Penalty: 3161.252197
	Iteration 16Q: 3 clusters Score -2559287 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2559428.750000 Penalty: 3161.252197
	Iteration 17Q: 3 clusters Score -2559429 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2559580.000000 Penalty: 3161.252197
	Iteration 18Q: 3 clusters Score -2559580 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2559682.000000 Penalty: 3161.252197
	Iteration 19Q: 3 clusters Score -2559682 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2559748.250000 Penalty: 3161.252197
	Iteration 20F: 3 clusters Score -2559748 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2559809.750000 Penalty: 3161.252197
	Iteration 21Q: 3 clusters Score -2559810 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2559871.000000 Penalty: 3161.252197
	Iteration 22Q: 3 clusters Score -2559871 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2559945.750000 Penalty: 3161.252197
	Iteration 23Q: 3 clusters Score -2559946 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2559978.000000 Penalty: 3161.252197
	Iteration 24Q: 3 clusters Score -2559978 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2560021.500000 Penalty: 3161.252197
	Iteration 25Q: 3 clusters Score -2560022 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2560053.250000 Penalty: 3161.252197
	Iteration 26Q: 3 clusters Score -2560053 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2560076.250000 Penalty: 3161.252197
	Iteration 27Q: 3 clusters Score -2560076 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2560090.250000 Penalty: 3161.252197
	Iteration 28Q: 3 clusters Score -2560090 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2560123.000000 Penalty: 3161.252197
	Iteration 29Q: 3 clusters Score -2560123 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2560142.250000 Penalty: 3161.252197
	Iteration 30Q: 3 clusters Score -2560142 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2560161.250000 Penalty: 3161.252197
	Iteration 31Q: 3 clusters Score -2560161 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2560175.000000 Penalty: 3161.252197
	Iteration 32Q: 3 clusters Score -2560175 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2560179.500000 Penalty: 3161.252197
	Iteration 33Q: 3 clusters Score -2560180 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2560196.000000 Penalty: 3161.252197
	Iteration 34Q: 3 clusters Score -2560196 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2560204.750000 Penalty: 3161.252197
	Iteration 35Q: 3 clusters Score -2560205 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2560212.500000 Penalty: 3161.252197
	Iteration 36Q: 3 clusters Score -2560212 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2560216.500000 Penalty: 3161.252197
	Iteration 37Q: 3 clusters Score -2560216 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2560228.750000 Penalty: 3161.252197
	Iteration 38Q: 3 clusters Score -2560229 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2560235.750000 Penalty: 3161.252197
	Iteration 39Q: 3 clusters Score -2560236 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2560238.750000 Penalty: 3161.252197
	Iteration 40F: 3 clusters Score -2560239 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2560258.000000 Penalty: 3161.252197
	Iteration 41Q: 3 clusters Score -2560258 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2560261.500000 Penalty: 3161.252197
	Iteration 42Q: 3 clusters Score -2560262 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2560268.500000 Penalty: 3161.252197
	Iteration 43Q: 3 clusters Score -2560268 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2560279.250000 Penalty: 3161.252197
	Iteration 44Q: 3 clusters Score -2560279 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2560298.750000 Penalty: 3161.252197
	Iteration 45Q: 3 clusters Score -2560299 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2560301.750000 Penalty: 3161.252197
	Iteration 46Q: 3 clusters Score -2560302 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2560324.250000 Penalty: 3161.252197
	Iteration 47Q: 3 clusters Score -2560324 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2560347.750000 Penalty: 3161.252197
	Iteration 48Q: 3 clusters Score -2560348 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2560369.000000 Penalty: 3161.252197
	Iteration 49Q: 3 clusters Score -2560369 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2560392.000000 Penalty: 3161.252197
	Iteration 50Q: 3 clusters Score -2560392 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2560416.500000 Penalty: 3161.252197
	Iteration 51Q: 3 clusters Score -2560416 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2560432.500000 Penalty: 3161.252197
	Iteration 52Q: 3 clusters Score -2560432 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2560452.000000 Penalty: 3161.252197
	Iteration 53Q: 3 clusters Score -2560452 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2560461.750000 Penalty: 3161.252197
	Iteration 54Q: 3 clusters Score -2560462 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2560475.750000 Penalty: 3161.252197
	Iteration 55Q: 3 clusters Score -2560476 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2560507.000000 Penalty: 3161.252197
	Iteration 56Q: 3 clusters Score -2560507 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2560514.500000 Penalty: 3161.252197
	Iteration 57Q: 3 clusters Score -2560514 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2560529.750000 Penalty: 3161.252197
	Iteration 58Q: 3 clusters Score -2560530 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2560549.750000 Penalty: 3161.252197
	Iteration 59Q: 3 clusters Score -2560550 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2560553.750000 Penalty: 3161.252197
	Iteration 60F: 3 clusters Score -2560554 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2560578.500000 Penalty: 3161.252197
	Iteration 61Q: 3 clusters Score -2560578 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2560603.000000 Penalty: 3161.252197
	Iteration 62Q: 3 clusters Score -2560603 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2560636.000000 Penalty: 3161.252197
	Iteration 63Q: 3 clusters Score -2560636 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2560666.500000 Penalty: 3161.252197
	Iteration 64Q: 3 clusters Score -2560666 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2560702.750000 Penalty: 3161.252197
	Iteration 65Q: 3 clusters Score -2560703 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2560725.750000 Penalty: 3161.252197
	Iteration 66Q: 3 clusters Score -2560726 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2560758.750000 Penalty: 3161.252197
	Iteration 67Q: 3 clusters Score -2560759 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2560798.500000 Penalty: 3161.252197
	Iteration 68Q: 3 clusters Score -2560798 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2560833.000000 Penalty: 3161.252197
	Iteration 69Q: 3 clusters Score -2560833 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2560877.250000 Penalty: 3161.252197
	Iteration 70Q: 3 clusters Score -2560877 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2560922.500000 Penalty: 3161.252197
	Iteration 71Q: 3 clusters Score -2560922 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2560963.500000 Penalty: 3161.252197
	Iteration 72Q: 3 clusters Score -2560964 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2561010.750000 Penalty: 3161.252197
	Iteration 73Q: 3 clusters Score -2561011 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2561049.750000 Penalty: 3161.252197
	Iteration 74Q: 3 clusters Score -2561050 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2561089.000000 Penalty: 3161.252197
	Iteration 75Q: 3 clusters Score -2561089 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2561134.500000 Penalty: 3161.252197
	Iteration 76Q: 3 clusters Score -2561134 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2561187.750000 Penalty: 3161.252197
	Iteration 77Q: 3 clusters Score -2561188 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2561259.000000 Penalty: 3161.252197
	Iteration 78Q: 3 clusters Score -2561259 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2561314.500000 Penalty: 3161.252197
	Iteration 79Q: 3 clusters Score -2561314 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2561360.750000 Penalty: 3161.252197
	Iteration 80F: 3 clusters Score -2561361 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2561418.000000 Penalty: 3161.252197
	Iteration 81Q: 3 clusters Score -2561418 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2561472.500000 Penalty: 3161.252197
	Iteration 82Q: 3 clusters Score -2561472 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2561523.000000 Penalty: 3161.252197
	Iteration 83Q: 3 clusters Score -2561523 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2561598.000000 Penalty: 3161.252197
	Iteration 84Q: 3 clusters Score -2561598 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2561668.500000 Penalty: 3161.252197
	Iteration 85Q: 3 clusters Score -2561668 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2561753.000000 Penalty: 3161.252197
	Iteration 86Q: 3 clusters Score -2561753 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2561819.000000 Penalty: 3161.252197
	Iteration 87Q: 3 clusters Score -2561819 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2561874.250000 Penalty: 3161.252197
	Iteration 88Q: 3 clusters Score -2561874 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2561923.750000 Penalty: 3161.252197
	Iteration 89Q: 3 clusters Score -2561924 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2561950.750000 Penalty: 3161.252197
	Iteration 90Q: 3 clusters Score -2561951 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2561972.500000 Penalty: 3161.252197
	Iteration 91Q: 3 clusters Score -2561972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2561991.500000 Penalty: 3161.252197
	Iteration 92Q: 3 clusters Score -2561992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2562011.000000 Penalty: 3161.252197
	Iteration 93Q: 3 clusters Score -2562011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2562028.750000 Penalty: 3161.252197
	Iteration 94Q: 3 clusters Score -2562029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2562045.750000 Penalty: 3161.252197
	Iteration 95Q: 3 clusters Score -2562046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2562062.750000 Penalty: 3161.252197
	Iteration 96Q: 3 clusters Score -2562063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2562077.500000 Penalty: 3161.252197
	Iteration 97Q: 3 clusters Score -2562078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2562091.000000 Penalty: 3161.252197
	Iteration 98Q: 3 clusters Score -2562091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2562102.750000 Penalty: 3161.252197
	Iteration 99Q: 3 clusters Score -2562103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2562107.500000 Penalty: 3161.252197
	Iteration 100F: 3 clusters Score -2562108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2562109.500000 Penalty: 3161.252197
	Iteration 101Q: 3 clusters Score -2562110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2562119.500000 Penalty: 3161.252197
	Iteration 102Q: 3 clusters Score -2562120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2562131.250000 Penalty: 3161.252197
	Iteration 103Q: 3 clusters Score -2562131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2562136.250000 Penalty: 3161.252197
	Iteration 104Q: 3 clusters Score -2562136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2562136.750000 Penalty: 3161.252197
	Iteration 105Q: 3 clusters Score -2562137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2562138.000000 Penalty: 3161.252197
	Iteration 106Q: 3 clusters Score -2562138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2562140.250000 Penalty: 3161.252197
	Iteration 107Q: 3 clusters Score -2562140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2562146.000000 Penalty: 3161.252197
	Iteration 108Q: 3 clusters Score -2562146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2562149.250000 Penalty: 3161.252197
	Iteration 109Q: 3 clusters Score -2562149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2562153.000000 Penalty: 3161.252197
	Iteration 110Q: 3 clusters Score -2562153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2562162.250000 Penalty: 3161.252197
	Iteration 111Q: 3 clusters Score -2562162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2562164.000000 Penalty: 3161.252197
	Iteration 112Q: 3 clusters Score -2562164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2562164.750000 Penalty: 3161.252197
	Iteration 113Q: 3 clusters Score -2562165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2562171.750000 Penalty: 3161.252197
	Iteration 114Q: 3 clusters Score -2562172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2562173.750000 Penalty: 3161.252197
	Iteration 115Q: 3 clusters Score -2562174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2562173.750000 Penalty: 3161.252197
	Iteration 116F: 3 clusters Score -2562174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -349814.156250 Penalty: 1275.070923
	Iteration 0F: 2 clusters Score -349814.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -347435.625000 Penalty: 2550.141846
	Iteration 0F: 3 clusters Score -347435.6 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -348052.343750 Penalty: 2550.141846
	Iteration 1F: 3 clusters Score -348052.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -348221.062500 Penalty: 2550.141846
	Iteration 2F: 3 clusters Score -348221.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -348348.906250 Penalty: 2550.141846
	Iteration 3F: 3 clusters Score -348348.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -348463.000000 Penalty: 2550.141846
	Iteration 4Q: 3 clusters Score -348463 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -348552.718750 Penalty: 2550.141846
	Iteration 5Q: 3 clusters Score -348552.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -348651.187500 Penalty: 2550.141846
	Iteration 6Q: 3 clusters Score -348651.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -348735.375000 Penalty: 2550.141846
	Iteration 7Q: 3 clusters Score -348735.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -348815.937500 Penalty: 2550.141846
	Iteration 8Q: 3 clusters Score -348815.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -348896.906250 Penalty: 2550.141846
	Iteration 9Q: 3 clusters Score -348896.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -348980.968750 Penalty: 2550.141846
	Iteration 10Q: 3 clusters Score -348981 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -349068.500000 Penalty: 2550.141846
	Iteration 11Q: 3 clusters Score -349068.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -349137.312500 Penalty: 2550.141846
	Iteration 12Q: 3 clusters Score -349137.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -349182.750000 Penalty: 2550.141846
	Iteration 13Q: 3 clusters Score -349182.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -349219.625000 Penalty: 2550.141846
	Iteration 14Q: 3 clusters Score -349219.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -349239.187500 Penalty: 2550.141846
	Iteration 15Q: 3 clusters Score -349239.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -349262.000000 Penalty: 2550.141846
	Iteration 16Q: 3 clusters Score -349262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -349278.968750 Penalty: 2550.141846
	Iteration 17Q: 3 clusters Score -349279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -349297.312500 Penalty: 2550.141846
	Iteration 18Q: 3 clusters Score -349297.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -349313.562500 Penalty: 2550.141846
	Iteration 19Q: 3 clusters Score -349313.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -349331.906250 Penalty: 2550.141846
	Iteration 20F: 3 clusters Score -349331.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -349349.500000 Penalty: 2550.141846
	Iteration 21Q: 3 clusters Score -349349.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -349372.468750 Penalty: 2550.141846
	Iteration 22Q: 3 clusters Score -349372.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -349390.281250 Penalty: 2550.141846
	Iteration 23Q: 3 clusters Score -349390.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -349402.468750 Penalty: 2550.141846
	Iteration 24Q: 3 clusters Score -349402.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -349408.093750 Penalty: 2550.141846
	Iteration 25Q: 3 clusters Score -349408.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -349410.750000 Penalty: 2550.141846
	Iteration 26Q: 3 clusters Score -349410.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -349413.531250 Penalty: 2550.141846
	Iteration 27Q: 3 clusters Score -349413.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -349413.406250 Penalty: 2550.141846
	Iteration 28Q: 3 clusters Score -349413.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -349414.750000 Penalty: 2550.141846
	Iteration 29Q: 3 clusters Score -349414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -349414.843750 Penalty: 2550.141846
	Iteration 30Q: 3 clusters Score -349414.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -349415.906250 Penalty: 2550.141846
	Iteration 31Q: 3 clusters Score -349415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -349416.750000 Penalty: 2550.141846
	Iteration 32Q: 3 clusters Score -349416.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -349416.750000 Penalty: 2550.141846
	Iteration 33F: 3 clusters Score -349416.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (16047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Entering Unmasked Estep 
Score: -2436842.750000 Penalty: 1573.532593
	Iteration 0F: 2 clusters Score -2436843 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 7996 members 
Entering Unmasked Estep 
Score: -2425914.000000 Penalty: 3147.065186
	Iteration 0F: 3 clusters Score -2425914 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2430012.000000 Penalty: 3147.065186
	Iteration 1F: 3 clusters Score -2430012 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2430514.000000 Penalty: 3147.065186
	Iteration 2F: 3 clusters Score -2430514 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2431014.750000 Penalty: 3147.065186
	Iteration 3F: 3 clusters Score -2431015 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2431515.000000 Penalty: 3147.065186
	Iteration 4F: 3 clusters Score -2431515 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2431967.750000 Penalty: 3147.065186
	Iteration 5F: 3 clusters Score -2431968 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2432347.500000 Penalty: 3147.065186
	Iteration 6Q: 3 clusters Score -2432348 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2432701.250000 Penalty: 3147.065186
	Iteration 7Q: 3 clusters Score -2432701 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2433036.000000 Penalty: 3147.065186
	Iteration 8Q: 3 clusters Score -2433036 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2433371.500000 Penalty: 3147.065186
	Iteration 9Q: 3 clusters Score -2433372 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2433689.500000 Penalty: 3147.065186
	Iteration 10Q: 3 clusters Score -2433690 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2434008.250000 Penalty: 3147.065186
	Iteration 11Q: 3 clusters Score -2434008 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2434267.000000 Penalty: 3147.065186
	Iteration 12Q: 3 clusters Score -2434267 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2434483.750000 Penalty: 3147.065186
	Iteration 13Q: 3 clusters Score -2434484 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2434663.000000 Penalty: 3147.065186
	Iteration 14Q: 3 clusters Score -2434663 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2434784.250000 Penalty: 3147.065186
	Iteration 15Q: 3 clusters Score -2434784 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2434889.500000 Penalty: 3147.065186
	Iteration 16Q: 3 clusters Score -2434890 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2434966.500000 Penalty: 3147.065186
	Iteration 17Q: 3 clusters Score -2434966 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2435038.250000 Penalty: 3147.065186
	Iteration 18Q: 3 clusters Score -2435038 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2435104.750000 Penalty: 3147.065186
	Iteration 19Q: 3 clusters Score -2435105 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2435149.750000 Penalty: 3147.065186
	Iteration 20F: 3 clusters Score -2435150 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2435190.250000 Penalty: 3147.065186
	Iteration 21Q: 3 clusters Score -2435190 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2435239.250000 Penalty: 3147.065186
	Iteration 22Q: 3 clusters Score -2435239 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2435283.750000 Penalty: 3147.065186
	Iteration 23Q: 3 clusters Score -2435284 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2435329.500000 Penalty: 3147.065186
	Iteration 24Q: 3 clusters Score -2435330 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2435363.500000 Penalty: 3147.065186
	Iteration 25Q: 3 clusters Score -2435364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2435381.250000 Penalty: 3147.065186
	Iteration 26Q: 3 clusters Score -2435381 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2435401.750000 Penalty: 3147.065186
	Iteration 27Q: 3 clusters Score -2435402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2435411.500000 Penalty: 3147.065186
	Iteration 28Q: 3 clusters Score -2435412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2435419.250000 Penalty: 3147.065186
	Iteration 29Q: 3 clusters Score -2435419 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2435431.000000 Penalty: 3147.065186
	Iteration 30Q: 3 clusters Score -2435431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2435441.000000 Penalty: 3147.065186
	Iteration 31Q: 3 clusters Score -2435441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2435449.000000 Penalty: 3147.065186
	Iteration 32Q: 3 clusters Score -2435449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2435451.750000 Penalty: 3147.065186
	Iteration 33Q: 3 clusters Score -2435452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2435462.000000 Penalty: 3147.065186
	Iteration 34Q: 3 clusters Score -2435462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2435467.000000 Penalty: 3147.065186
	Iteration 35Q: 3 clusters Score -2435467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2435472.250000 Penalty: 3147.065186
	Iteration 36Q: 3 clusters Score -2435472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2435479.500000 Penalty: 3147.065186
	Iteration 37Q: 3 clusters Score -2435480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2435485.000000 Penalty: 3147.065186
	Iteration 38Q: 3 clusters Score -2435485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2435494.500000 Penalty: 3147.065186
	Iteration 39Q: 3 clusters Score -2435494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2435499.500000 Penalty: 3147.065186
	Iteration 40F: 3 clusters Score -2435500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2435508.750000 Penalty: 3147.065186
	Iteration 41Q: 3 clusters Score -2435509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2435519.750000 Penalty: 3147.065186
	Iteration 42Q: 3 clusters Score -2435520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2435521.750000 Penalty: 3147.065186
	Iteration 43Q: 3 clusters Score -2435522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2435522.750000 Penalty: 3147.065186
	Iteration 44Q: 3 clusters Score -2435523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2435525.500000 Penalty: 3147.065186
	Iteration 45Q: 3 clusters Score -2435526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2435527.500000 Penalty: 3147.065186
	Iteration 46Q: 3 clusters Score -2435528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2435526.750000 Penalty: 3147.065186
	Iteration 47Q: 3 clusters Score -2435527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2435536.750000 Penalty: 3147.065186
	Iteration 48Q: 3 clusters Score -2435537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2435540.500000 Penalty: 3147.065186
	Iteration 49Q: 3 clusters Score -2435540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2435542.000000 Penalty: 3147.065186
	Iteration 50Q: 3 clusters Score -2435542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2435547.250000 Penalty: 3147.065186
	Iteration 51Q: 3 clusters Score -2435547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2435545.250000 Penalty: 3147.065186
	Iteration 52Q: 3 clusters Score -2435545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2435545.500000 Penalty: 3147.065186
	Iteration 53Q: 3 clusters Score -2435546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2435545.750000 Penalty: 3147.065186
	Iteration 54Q: 3 clusters Score -2435546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2435546.500000 Penalty: 3147.065186
	Iteration 55Q: 3 clusters Score -2435546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2435545.250000 Penalty: 3147.065186
	Iteration 56Q: 3 clusters Score -2435545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2435545.000000 Penalty: 3147.065186
	Iteration 57Q: 3 clusters Score -2435545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2435545.250000 Penalty: 3147.065186
	Iteration 58Q: 3 clusters Score -2435545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2435547.000000 Penalty: 3147.065186
	Iteration 59Q: 3 clusters Score -2435547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2435544.500000 Penalty: 3147.065186
	Iteration 60F: 3 clusters Score -2435544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2435544.250000 Penalty: 3147.065186
	Iteration 61Q: 3 clusters Score -2435544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2435547.750000 Penalty: 3147.065186
	Iteration 62Q: 3 clusters Score -2435548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2435548.500000 Penalty: 3147.065186
	Iteration 63Q: 3 clusters Score -2435548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2435550.000000 Penalty: 3147.065186
	Iteration 64Q: 3 clusters Score -2435550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2435550.750000 Penalty: 3147.065186
	Iteration 65Q: 3 clusters Score -2435551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2435550.750000 Penalty: 3147.065186
	Iteration 66Q: 3 clusters Score -2435551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2435549.250000 Penalty: 3147.065186
	Iteration 67Q: 3 clusters Score -2435549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2435549.250000 Penalty: 3147.065186
	Iteration 68F: 3 clusters Score -2435549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -92651.960938 Penalty: 1074.019287
	Iteration 0F: 2 clusters Score -92651.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -91397.859375 Penalty: 2148.038574
	Iteration 0F: 3 clusters Score -91397.86 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -91629.562500 Penalty: 2148.038574
	Iteration 1F: 3 clusters Score -91629.56 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -91705.593750 Penalty: 2148.038574
	Iteration 2F: 3 clusters Score -91705.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -91760.703125 Penalty: 2148.038574
	Iteration 3Q: 3 clusters Score -91760.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -91789.101562 Penalty: 2148.038574
	Iteration 4Q: 3 clusters Score -91789.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -91815.476562 Penalty: 2148.038574
	Iteration 5Q: 3 clusters Score -91815.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -91826.546875 Penalty: 2148.038574
	Iteration 6Q: 3 clusters Score -91826.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -91838.523438 Penalty: 2148.038574
	Iteration 7Q: 3 clusters Score -91838.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91843.843750 Penalty: 2148.038574
	Iteration 8Q: 3 clusters Score -91843.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -91852.328125 Penalty: 2148.038574
	Iteration 9Q: 3 clusters Score -91852.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91858.460938 Penalty: 2148.038574
	Iteration 10Q: 3 clusters Score -91858.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -91865.015625 Penalty: 2148.038574
	Iteration 11Q: 3 clusters Score -91865.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -91868.460938 Penalty: 2148.038574
	Iteration 12Q: 3 clusters Score -91868.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91873.023438 Penalty: 2148.038574
	Iteration 13Q: 3 clusters Score -91873.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -91889.781250 Penalty: 2148.038574
	Iteration 14Q: 3 clusters Score -91889.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -91904.945312 Penalty: 2148.038574
	Iteration 15Q: 3 clusters Score -91904.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -91911.507812 Penalty: 2148.038574
	Iteration 16Q: 3 clusters Score -91911.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -91916.585938 Penalty: 2148.038574
	Iteration 17Q: 3 clusters Score -91916.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -91922.710938 Penalty: 2148.038574
	Iteration 18Q: 3 clusters Score -91922.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -91928.867188 Penalty: 2148.038574
	Iteration 19Q: 3 clusters Score -91928.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -91938.445312 Penalty: 2148.038574
	Iteration 20F: 3 clusters Score -91938.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -91951.796875 Penalty: 2148.038574
	Iteration 21Q: 3 clusters Score -91951.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -91977.531250 Penalty: 2148.038574
	Iteration 22Q: 3 clusters Score -91977.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -92017.570312 Penalty: 2148.038574
	Iteration 23Q: 3 clusters Score -92017.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -92047.335938 Penalty: 2148.038574
	Iteration 24Q: 3 clusters Score -92047.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -92083.179688 Penalty: 2148.038574
	Iteration 25Q: 3 clusters Score -92083.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -92111.218750 Penalty: 2148.038574
	Iteration 26Q: 3 clusters Score -92111.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -92129.898438 Penalty: 2148.038574
	Iteration 27Q: 3 clusters Score -92129.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -92139.679688 Penalty: 2148.038574
	Iteration 28Q: 3 clusters Score -92139.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -92148.234375 Penalty: 2148.038574
	Iteration 29Q: 3 clusters Score -92148.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -92162.468750 Penalty: 2148.038574
	Iteration 30Q: 3 clusters Score -92162.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92175.328125 Penalty: 2148.038574
	Iteration 31Q: 3 clusters Score -92175.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -92186.101562 Penalty: 2148.038574
	Iteration 32Q: 3 clusters Score -92186.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -92200.171875 Penalty: 2148.038574
	Iteration 33Q: 3 clusters Score -92200.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -92205.695312 Penalty: 2148.038574
	Iteration 34Q: 3 clusters Score -92205.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92208.703125 Penalty: 2148.038574
	Iteration 35Q: 3 clusters Score -92208.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -92212.843750 Penalty: 2148.038574
	Iteration 36Q: 3 clusters Score -92212.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -92216.976562 Penalty: 2148.038574
	Iteration 37Q: 3 clusters Score -92216.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -92218.359375 Penalty: 2148.038574
	Iteration 38Q: 3 clusters Score -92218.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -92218.359375 Penalty: 2148.038574
	Iteration 39F: 3 clusters Score -92218.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (21883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Entering Unmasked Estep 
Score: -3341523.000000 Penalty: 1623.938110
	Iteration 0F: 2 clusters Score -3341523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -3327530.250000 Penalty: 3247.876221
	Iteration 0F: 3 clusters Score -3327530 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -3332888.000000 Penalty: 3247.876221
	Iteration 1F: 3 clusters Score -3332888 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -3333259.750000 Penalty: 3247.876221
	Iteration 2Q: 3 clusters Score -3333260 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -3333624.750000 Penalty: 3247.876221
	Iteration 3Q: 3 clusters Score -3333625 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -3333998.750000 Penalty: 3247.876221
	Iteration 4Q: 3 clusters Score -3333999 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -3334362.000000 Penalty: 3247.876221
	Iteration 5Q: 3 clusters Score -3334362 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -3334667.500000 Penalty: 3247.876221
	Iteration 6Q: 3 clusters Score -3334668 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -3334973.250000 Penalty: 3247.876221
	Iteration 7Q: 3 clusters Score -3334973 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -3335289.000000 Penalty: 3247.876221
	Iteration 8Q: 3 clusters Score -3335289 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -3335659.000000 Penalty: 3247.876221
	Iteration 9Q: 3 clusters Score -3335659 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -3336012.500000 Penalty: 3247.876221
	Iteration 10Q: 3 clusters Score -3336012 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -3336409.250000 Penalty: 3247.876221
	Iteration 11Q: 3 clusters Score -3336409 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -3336784.500000 Penalty: 3247.876221
	Iteration 12Q: 3 clusters Score -3336784 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -3337112.500000 Penalty: 3247.876221
	Iteration 13Q: 3 clusters Score -3337112 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -3337373.750000 Penalty: 3247.876221
	Iteration 14Q: 3 clusters Score -3337374 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -3337517.250000 Penalty: 3247.876221
	Iteration 15Q: 3 clusters Score -3337517 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -3337637.250000 Penalty: 3247.876221
	Iteration 16Q: 3 clusters Score -3337637 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -3337746.500000 Penalty: 3247.876221
	Iteration 17Q: 3 clusters Score -3337746 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -3337849.750000 Penalty: 3247.876221
	Iteration 18Q: 3 clusters Score -3337850 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -3337955.000000 Penalty: 3247.876221
	Iteration 19Q: 3 clusters Score -3337955 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -3338085.750000 Penalty: 3247.876221
	Iteration 20F: 3 clusters Score -3338086 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -3338215.000000 Penalty: 3247.876221
	Iteration 21Q: 3 clusters Score -3338215 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3338338.750000 Penalty: 3247.876221
	Iteration 22Q: 3 clusters Score -3338339 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -3338473.750000 Penalty: 3247.876221
	Iteration 23Q: 3 clusters Score -3338474 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -3338620.250000 Penalty: 3247.876221
	Iteration 24Q: 3 clusters Score -3338620 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3338746.000000 Penalty: 3247.876221
	Iteration 25Q: 3 clusters Score -3338746 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3338870.500000 Penalty: 3247.876221
	Iteration 26Q: 3 clusters Score -3338870 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3338986.000000 Penalty: 3247.876221
	Iteration 27Q: 3 clusters Score -3338986 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3339113.250000 Penalty: 3247.876221
	Iteration 28Q: 3 clusters Score -3339113 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3339245.000000 Penalty: 3247.876221
	Iteration 29Q: 3 clusters Score -3339245 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3339361.500000 Penalty: 3247.876221
	Iteration 30Q: 3 clusters Score -3339362 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3339476.750000 Penalty: 3247.876221
	Iteration 31Q: 3 clusters Score -3339477 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3339591.250000 Penalty: 3247.876221
	Iteration 32Q: 3 clusters Score -3339591 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3339680.000000 Penalty: 3247.876221
	Iteration 33Q: 3 clusters Score -3339680 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3339758.250000 Penalty: 3247.876221
	Iteration 34Q: 3 clusters Score -3339758 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3339806.750000 Penalty: 3247.876221
	Iteration 35Q: 3 clusters Score -3339807 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3339869.000000 Penalty: 3247.876221
	Iteration 36Q: 3 clusters Score -3339869 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3339935.500000 Penalty: 3247.876221
	Iteration 37Q: 3 clusters Score -3339936 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3339989.750000 Penalty: 3247.876221
	Iteration 38Q: 3 clusters Score -3339990 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3340039.500000 Penalty: 3247.876221
	Iteration 39Q: 3 clusters Score -3340040 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3340086.000000 Penalty: 3247.876221
	Iteration 40F: 3 clusters Score -3340086 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3340113.000000 Penalty: 3247.876221
	Iteration 41Q: 3 clusters Score -3340113 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3340137.250000 Penalty: 3247.876221
	Iteration 42Q: 3 clusters Score -3340137 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3340149.250000 Penalty: 3247.876221
	Iteration 43Q: 3 clusters Score -3340149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3340157.500000 Penalty: 3247.876221
	Iteration 44Q: 3 clusters Score -3340158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3340160.750000 Penalty: 3247.876221
	Iteration 45Q: 3 clusters Score -3340161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3340161.000000 Penalty: 3247.876221
	Iteration 46Q: 3 clusters Score -3340161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3340164.000000 Penalty: 3247.876221
	Iteration 47Q: 3 clusters Score -3340164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3340168.750000 Penalty: 3247.876221
	Iteration 48Q: 3 clusters Score -3340169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3340170.500000 Penalty: 3247.876221
	Iteration 49Q: 3 clusters Score -3340170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3340170.750000 Penalty: 3247.876221
	Iteration 50Q: 3 clusters Score -3340171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3340170.500000 Penalty: 3247.876221
	Iteration 51Q: 3 clusters Score -3340170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3340174.000000 Penalty: 3247.876221
	Iteration 52Q: 3 clusters Score -3340174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3340186.000000 Penalty: 3247.876221
	Iteration 53Q: 3 clusters Score -3340186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3340188.000000 Penalty: 3247.876221
	Iteration 54Q: 3 clusters Score -3340188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3340192.500000 Penalty: 3247.876221
	Iteration 55Q: 3 clusters Score -3340192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3340193.500000 Penalty: 3247.876221
	Iteration 56Q: 3 clusters Score -3340194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3340194.750000 Penalty: 3247.876221
	Iteration 57Q: 3 clusters Score -3340195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3340200.750000 Penalty: 3247.876221
	Iteration 58Q: 3 clusters Score -3340201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3340205.500000 Penalty: 3247.876221
	Iteration 59Q: 3 clusters Score -3340206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3340209.000000 Penalty: 3247.876221
	Iteration 60F: 3 clusters Score -3340209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3340214.500000 Penalty: 3247.876221
	Iteration 61Q: 3 clusters Score -3340214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3340225.000000 Penalty: 3247.876221
	Iteration 62Q: 3 clusters Score -3340225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3340223.750000 Penalty: 3247.876221
	Iteration 63Q: 3 clusters Score -3340224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3340222.750000 Penalty: 3247.876221
	Iteration 64Q: 3 clusters Score -3340223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3340222.500000 Penalty: 3247.876221
	Iteration 65Q: 3 clusters Score -3340222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3340224.750000 Penalty: 3247.876221
	Iteration 66Q: 3 clusters Score -3340225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3340226.000000 Penalty: 3247.876221
	Iteration 67Q: 3 clusters Score -3340226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3340226.250000 Penalty: 3247.876221
	Iteration 68Q: 3 clusters Score -3340226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3340228.000000 Penalty: 3247.876221
	Iteration 69Q: 3 clusters Score -3340228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3340229.000000 Penalty: 3247.876221
	Iteration 70Q: 3 clusters Score -3340229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3340229.000000 Penalty: 3247.876221
	Iteration 71F: 3 clusters Score -3340229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (23050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Entering Unmasked Estep 
Score: -3505062.500000 Penalty: 1632.380859
	Iteration 0F: 2 clusters Score -3505062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3490108.750000 Penalty: 3264.761719
	Iteration 0F: 3 clusters Score -3490109 nChanged 10446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3495878.000000 Penalty: 3264.761719
	Iteration 1F: 3 clusters Score -3495878 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3496435.750000 Penalty: 3264.761719
	Iteration 2F: 3 clusters Score -3496436 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -3497081.250000 Penalty: 3264.761719
	Iteration 3F: 3 clusters Score -3497081 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -3497751.250000 Penalty: 3264.761719
	Iteration 4F: 3 clusters Score -3497751 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -3498542.500000 Penalty: 3264.761719
	Iteration 5F: 3 clusters Score -3498542 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -3499342.250000 Penalty: 3264.761719
	Iteration 6F: 3 clusters Score -3499342 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -3500136.000000 Penalty: 3264.761719
	Iteration 7F: 3 clusters Score -3500136 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -3500790.000000 Penalty: 3264.761719
	Iteration 8Q: 3 clusters Score -3500790 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -3501292.250000 Penalty: 3264.761719
	Iteration 9Q: 3 clusters Score -3501292 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -3501673.500000 Penalty: 3264.761719
	Iteration 10Q: 3 clusters Score -3501674 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -3501958.250000 Penalty: 3264.761719
	Iteration 11Q: 3 clusters Score -3501958 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -3502146.750000 Penalty: 3264.761719
	Iteration 12Q: 3 clusters Score -3502147 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -3502263.000000 Penalty: 3264.761719
	Iteration 13Q: 3 clusters Score -3502263 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -3502342.250000 Penalty: 3264.761719
	Iteration 14Q: 3 clusters Score -3502342 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3502389.250000 Penalty: 3264.761719
	Iteration 15Q: 3 clusters Score -3502389 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3502464.750000 Penalty: 3264.761719
	Iteration 16Q: 3 clusters Score -3502465 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -3502501.250000 Penalty: 3264.761719
	Iteration 17Q: 3 clusters Score -3502501 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -3502554.250000 Penalty: 3264.761719
	Iteration 18Q: 3 clusters Score -3502554 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -3502596.250000 Penalty: 3264.761719
	Iteration 19Q: 3 clusters Score -3502596 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -3502641.000000 Penalty: 3264.761719
	Iteration 20F: 3 clusters Score -3502641 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3502674.000000 Penalty: 3264.761719
	Iteration 21Q: 3 clusters Score -3502674 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3502722.250000 Penalty: 3264.761719
	Iteration 22Q: 3 clusters Score -3502722 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3502750.000000 Penalty: 3264.761719
	Iteration 23Q: 3 clusters Score -3502750 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3502787.000000 Penalty: 3264.761719
	Iteration 24Q: 3 clusters Score -3502787 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3502828.000000 Penalty: 3264.761719
	Iteration 25Q: 3 clusters Score -3502828 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3502871.750000 Penalty: 3264.761719
	Iteration 26Q: 3 clusters Score -3502872 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3502919.500000 Penalty: 3264.761719
	Iteration 27Q: 3 clusters Score -3502920 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -3502975.250000 Penalty: 3264.761719
	Iteration 28Q: 3 clusters Score -3502975 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3503013.000000 Penalty: 3264.761719
	Iteration 29Q: 3 clusters Score -3503013 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3503050.000000 Penalty: 3264.761719
	Iteration 30Q: 3 clusters Score -3503050 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3503083.250000 Penalty: 3264.761719
	Iteration 31Q: 3 clusters Score -3503083 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3503113.000000 Penalty: 3264.761719
	Iteration 32Q: 3 clusters Score -3503113 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3503163.000000 Penalty: 3264.761719
	Iteration 33Q: 3 clusters Score -3503163 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3503193.250000 Penalty: 3264.761719
	Iteration 34Q: 3 clusters Score -3503193 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3503249.000000 Penalty: 3264.761719
	Iteration 35Q: 3 clusters Score -3503249 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3503284.750000 Penalty: 3264.761719
	Iteration 36Q: 3 clusters Score -3503285 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3503339.250000 Penalty: 3264.761719
	Iteration 37Q: 3 clusters Score -3503339 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3503389.500000 Penalty: 3264.761719
	Iteration 38Q: 3 clusters Score -3503390 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3503416.250000 Penalty: 3264.761719
	Iteration 39Q: 3 clusters Score -3503416 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3503454.500000 Penalty: 3264.761719
	Iteration 40F: 3 clusters Score -3503454 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3503499.750000 Penalty: 3264.761719
	Iteration 41Q: 3 clusters Score -3503500 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3503536.250000 Penalty: 3264.761719
	Iteration 42Q: 3 clusters Score -3503536 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3503567.500000 Penalty: 3264.761719
	Iteration 43Q: 3 clusters Score -3503568 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3503588.750000 Penalty: 3264.761719
	Iteration 44Q: 3 clusters Score -3503589 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3503615.000000 Penalty: 3264.761719
	Iteration 45Q: 3 clusters Score -3503615 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3503616.500000 Penalty: 3264.761719
	Iteration 46Q: 3 clusters Score -3503616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3503635.250000 Penalty: 3264.761719
	Iteration 47Q: 3 clusters Score -3503635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3503643.250000 Penalty: 3264.761719
	Iteration 48Q: 3 clusters Score -3503643 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3503648.000000 Penalty: 3264.761719
	Iteration 49Q: 3 clusters Score -3503648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3503654.500000 Penalty: 3264.761719
	Iteration 50Q: 3 clusters Score -3503654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3503660.500000 Penalty: 3264.761719
	Iteration 51Q: 3 clusters Score -3503660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3503666.750000 Penalty: 3264.761719
	Iteration 52Q: 3 clusters Score -3503667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3503666.500000 Penalty: 3264.761719
	Iteration 53Q: 3 clusters Score -3503666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3503667.500000 Penalty: 3264.761719
	Iteration 54Q: 3 clusters Score -3503668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3503671.750000 Penalty: 3264.761719
	Iteration 55Q: 3 clusters Score -3503672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3503671.000000 Penalty: 3264.761719
	Iteration 56Q: 3 clusters Score -3503671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3503677.000000 Penalty: 3264.761719
	Iteration 57Q: 3 clusters Score -3503677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3503672.500000 Penalty: 3264.761719
	Iteration 58Q: 3 clusters Score -3503672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3503678.750000 Penalty: 3264.761719
	Iteration 59Q: 3 clusters Score -3503679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3503681.250000 Penalty: 3264.761719
	Iteration 60F: 3 clusters Score -3503681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3503682.500000 Penalty: 3264.761719
	Iteration 61Q: 3 clusters Score -3503682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3503683.250000 Penalty: 3264.761719
	Iteration 62Q: 3 clusters Score -3503683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3503685.500000 Penalty: 3264.761719
	Iteration 63Q: 3 clusters Score -3503686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3503684.500000 Penalty: 3264.761719
	Iteration 64Q: 3 clusters Score -3503684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3503683.250000 Penalty: 3264.761719
	Iteration 65Q: 3 clusters Score -3503683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3503683.250000 Penalty: 3264.761719
	Iteration 66F: 3 clusters Score -3503683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (2024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Entering Unmasked Estep 
Score: -267937.125000 Penalty: 1237.085083
	Iteration 0F: 2 clusters Score -267937.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -265806.093750 Penalty: 2474.170166
	Iteration 0F: 3 clusters Score -265806.1 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -266273.437500 Penalty: 2474.170166
	Iteration 1F: 3 clusters Score -266273.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -266405.593750 Penalty: 2474.170166
	Iteration 2F: 3 clusters Score -266405.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -266504.437500 Penalty: 2474.170166
	Iteration 3F: 3 clusters Score -266504.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -266554.906250 Penalty: 2474.170166
	Iteration 4Q: 3 clusters Score -266554.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -266594.687500 Penalty: 2474.170166
	Iteration 5Q: 3 clusters Score -266594.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -266637.937500 Penalty: 2474.170166
	Iteration 6Q: 3 clusters Score -266637.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -266688.062500 Penalty: 2474.170166
	Iteration 7Q: 3 clusters Score -266688.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -266727.375000 Penalty: 2474.170166
	Iteration 8Q: 3 clusters Score -266727.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -266769.468750 Penalty: 2474.170166
	Iteration 9Q: 3 clusters Score -266769.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -266803.906250 Penalty: 2474.170166
	Iteration 10Q: 3 clusters Score -266803.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -266840.812500 Penalty: 2474.170166
	Iteration 11Q: 3 clusters Score -266840.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -266886.312500 Penalty: 2474.170166
	Iteration 12Q: 3 clusters Score -266886.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -266930.625000 Penalty: 2474.170166
	Iteration 13Q: 3 clusters Score -266930.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -266977.875000 Penalty: 2474.170166
	Iteration 14Q: 3 clusters Score -266977.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -267010.343750 Penalty: 2474.170166
	Iteration 15Q: 3 clusters Score -267010.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -267031.875000 Penalty: 2474.170166
	Iteration 16Q: 3 clusters Score -267031.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -267045.937500 Penalty: 2474.170166
	Iteration 17Q: 3 clusters Score -267045.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -267061.218750 Penalty: 2474.170166
	Iteration 18Q: 3 clusters Score -267061.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -267074.843750 Penalty: 2474.170166
	Iteration 19Q: 3 clusters Score -267074.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -267083.781250 Penalty: 2474.170166
	Iteration 20F: 3 clusters Score -267083.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -267090.468750 Penalty: 2474.170166
	Iteration 21Q: 3 clusters Score -267090.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -267097.187500 Penalty: 2474.170166
	Iteration 22Q: 3 clusters Score -267097.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -267104.156250 Penalty: 2474.170166
	Iteration 23Q: 3 clusters Score -267104.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -267112.500000 Penalty: 2474.170166
	Iteration 24Q: 3 clusters Score -267112.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -267123.281250 Penalty: 2474.170166
	Iteration 25Q: 3 clusters Score -267123.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -267129.687500 Penalty: 2474.170166
	Iteration 26Q: 3 clusters Score -267129.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -267134.250000 Penalty: 2474.170166
	Iteration 27Q: 3 clusters Score -267134.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -267139.062500 Penalty: 2474.170166
	Iteration 28Q: 3 clusters Score -267139.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -267141.343750 Penalty: 2474.170166
	Iteration 29Q: 3 clusters Score -267141.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -267142.812500 Penalty: 2474.170166
	Iteration 30Q: 3 clusters Score -267142.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -267147.062500 Penalty: 2474.170166
	Iteration 31Q: 3 clusters Score -267147.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -267151.125000 Penalty: 2474.170166
	Iteration 32Q: 3 clusters Score -267151.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -267155.187500 Penalty: 2474.170166
	Iteration 33Q: 3 clusters Score -267155.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -267159.718750 Penalty: 2474.170166
	Iteration 34Q: 3 clusters Score -267159.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -267166.062500 Penalty: 2474.170166
	Iteration 35Q: 3 clusters Score -267166.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -267173.656250 Penalty: 2474.170166
	Iteration 36Q: 3 clusters Score -267173.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -267179.375000 Penalty: 2474.170166
	Iteration 37Q: 3 clusters Score -267179.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -267186.906250 Penalty: 2474.170166
	Iteration 38Q: 3 clusters Score -267186.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -267193.937500 Penalty: 2474.170166
	Iteration 39Q: 3 clusters Score -267193.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -267199.187500 Penalty: 2474.170166
	Iteration 40F: 3 clusters Score -267199.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -267206.687500 Penalty: 2474.170166
	Iteration 41Q: 3 clusters Score -267206.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -267212.500000 Penalty: 2474.170166
	Iteration 42Q: 3 clusters Score -267212.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -267217.250000 Penalty: 2474.170166
	Iteration 43Q: 3 clusters Score -267217.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -267223.281250 Penalty: 2474.170166
	Iteration 44Q: 3 clusters Score -267223.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -267224.031250 Penalty: 2474.170166
	Iteration 45Q: 3 clusters Score -267224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -267224.468750 Penalty: 2474.170166
	Iteration 46Q: 3 clusters Score -267224.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -267224.718750 Penalty: 2474.170166
	Iteration 47Q: 3 clusters Score -267224.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -267225.062500 Penalty: 2474.170166
	Iteration 48Q: 3 clusters Score -267225.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -267225.281250 Penalty: 2474.170166
	Iteration 49Q: 3 clusters Score -267225.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -267225.281250 Penalty: 2474.170166
	Iteration 50F: 3 clusters Score -267225.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Entering Unmasked Estep 
Score: -428643.875000 Penalty: 1311.420654
	Iteration 0F: 2 clusters Score -428643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -425805.250000 Penalty: 2622.841309
	Iteration 0F: 3 clusters Score -425805.2 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -426506.781250 Penalty: 2622.841309
	Iteration 1F: 3 clusters Score -426506.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -426638.718750 Penalty: 2622.841309
	Iteration 2F: 3 clusters Score -426638.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -426721.312500 Penalty: 2622.841309
	Iteration 3Q: 3 clusters Score -426721.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -426805.781250 Penalty: 2622.841309
	Iteration 4Q: 3 clusters Score -426805.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -426883.187500 Penalty: 2622.841309
	Iteration 5Q: 3 clusters Score -426883.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -426944.093750 Penalty: 2622.841309
	Iteration 6Q: 3 clusters Score -426944.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -426999.687500 Penalty: 2622.841309
	Iteration 7Q: 3 clusters Score -426999.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -427047.343750 Penalty: 2622.841309
	Iteration 8Q: 3 clusters Score -427047.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -427082.718750 Penalty: 2622.841309
	Iteration 9Q: 3 clusters Score -427082.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -427115.281250 Penalty: 2622.841309
	Iteration 10Q: 3 clusters Score -427115.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -427133.062500 Penalty: 2622.841309
	Iteration 11Q: 3 clusters Score -427133.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -427156.000000 Penalty: 2622.841309
	Iteration 12Q: 3 clusters Score -427156 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -427178.906250 Penalty: 2622.841309
	Iteration 13Q: 3 clusters Score -427178.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -427201.843750 Penalty: 2622.841309
	Iteration 14Q: 3 clusters Score -427201.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -427225.000000 Penalty: 2622.841309
	Iteration 15Q: 3 clusters Score -427225 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -427247.562500 Penalty: 2622.841309
	Iteration 16Q: 3 clusters Score -427247.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -427275.343750 Penalty: 2622.841309
	Iteration 17Q: 3 clusters Score -427275.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -427298.281250 Penalty: 2622.841309
	Iteration 18Q: 3 clusters Score -427298.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -427319.593750 Penalty: 2622.841309
	Iteration 19Q: 3 clusters Score -427319.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -427336.906250 Penalty: 2622.841309
	Iteration 20F: 3 clusters Score -427336.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -427353.937500 Penalty: 2622.841309
	Iteration 21Q: 3 clusters Score -427353.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -427366.218750 Penalty: 2622.841309
	Iteration 22Q: 3 clusters Score -427366.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -427377.375000 Penalty: 2622.841309
	Iteration 23Q: 3 clusters Score -427377.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -427388.062500 Penalty: 2622.841309
	Iteration 24Q: 3 clusters Score -427388.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -427399.187500 Penalty: 2622.841309
	Iteration 25Q: 3 clusters Score -427399.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -427402.593750 Penalty: 2622.841309
	Iteration 26Q: 3 clusters Score -427402.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -427410.718750 Penalty: 2622.841309
	Iteration 27Q: 3 clusters Score -427410.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -427416.093750 Penalty: 2622.841309
	Iteration 28Q: 3 clusters Score -427416.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -427418.718750 Penalty: 2622.841309
	Iteration 29Q: 3 clusters Score -427418.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -427419.843750 Penalty: 2622.841309
	Iteration 30Q: 3 clusters Score -427419.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -427422.468750 Penalty: 2622.841309
	Iteration 31Q: 3 clusters Score -427422.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -427427.250000 Penalty: 2622.841309
	Iteration 32Q: 3 clusters Score -427427.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -427432.906250 Penalty: 2622.841309
	Iteration 33Q: 3 clusters Score -427432.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -427439.312500 Penalty: 2622.841309
	Iteration 34Q: 3 clusters Score -427439.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -427443.250000 Penalty: 2622.841309
	Iteration 35Q: 3 clusters Score -427443.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -427448.781250 Penalty: 2622.841309
	Iteration 36Q: 3 clusters Score -427448.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -427453.968750 Penalty: 2622.841309
	Iteration 37Q: 3 clusters Score -427454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -427459.281250 Penalty: 2622.841309
	Iteration 38Q: 3 clusters Score -427459.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -427466.093750 Penalty: 2622.841309
	Iteration 39Q: 3 clusters Score -427466.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -427474.562500 Penalty: 2622.841309
	Iteration 40F: 3 clusters Score -427474.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -427480.406250 Penalty: 2622.841309
	Iteration 41Q: 3 clusters Score -427480.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -427485.906250 Penalty: 2622.841309
	Iteration 42Q: 3 clusters Score -427485.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -427491.750000 Penalty: 2622.841309
	Iteration 43Q: 3 clusters Score -427491.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -427497.031250 Penalty: 2622.841309
	Iteration 44Q: 3 clusters Score -427497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -427498.281250 Penalty: 2622.841309
	Iteration 45Q: 3 clusters Score -427498.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -427499.968750 Penalty: 2622.841309
	Iteration 46Q: 3 clusters Score -427500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -427500.781250 Penalty: 2622.841309
	Iteration 47Q: 3 clusters Score -427500.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -427500.781250 Penalty: 2622.841309
	Iteration 48Q: 3 clusters Score -427500.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -427500.781250 Penalty: 2622.841309
	Iteration 49F: 3 clusters Score -427500.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Entering Unmasked Estep 
Score: -373030.937500 Penalty: 1293.382324
	Iteration 0F: 2 clusters Score -373030.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -370362.531250 Penalty: 2586.764648
	Iteration 0F: 3 clusters Score -370362.5 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -370970.406250 Penalty: 2586.764648
	Iteration 1F: 3 clusters Score -370970.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -371102.500000 Penalty: 2586.764648
	Iteration 2F: 3 clusters Score -371102.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -371191.937500 Penalty: 2586.764648
	Iteration 3F: 3 clusters Score -371191.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -371262.031250 Penalty: 2586.764648
	Iteration 4Q: 3 clusters Score -371262 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -371313.437500 Penalty: 2586.764648
	Iteration 5Q: 3 clusters Score -371313.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -371353.406250 Penalty: 2586.764648
	Iteration 6Q: 3 clusters Score -371353.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -371391.531250 Penalty: 2586.764648
	Iteration 7Q: 3 clusters Score -371391.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -371424.187500 Penalty: 2586.764648
	Iteration 8Q: 3 clusters Score -371424.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -371451.812500 Penalty: 2586.764648
	Iteration 9Q: 3 clusters Score -371451.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -371481.593750 Penalty: 2586.764648
	Iteration 10Q: 3 clusters Score -371481.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -371512.968750 Penalty: 2586.764648
	Iteration 11Q: 3 clusters Score -371513 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -371538.406250 Penalty: 2586.764648
	Iteration 12Q: 3 clusters Score -371538.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -371563.437500 Penalty: 2586.764648
	Iteration 13Q: 3 clusters Score -371563.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -371594.031250 Penalty: 2586.764648
	Iteration 14Q: 3 clusters Score -371594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -371618.156250 Penalty: 2586.764648
	Iteration 15Q: 3 clusters Score -371618.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -371645.218750 Penalty: 2586.764648
	Iteration 16Q: 3 clusters Score -371645.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -371672.656250 Penalty: 2586.764648
	Iteration 17Q: 3 clusters Score -371672.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -371701.656250 Penalty: 2586.764648
	Iteration 18Q: 3 clusters Score -371701.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -371722.750000 Penalty: 2586.764648
	Iteration 19Q: 3 clusters Score -371722.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -371740.000000 Penalty: 2586.764648
	Iteration 20F: 3 clusters Score -371740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -371753.843750 Penalty: 2586.764648
	Iteration 21Q: 3 clusters Score -371753.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -371762.343750 Penalty: 2586.764648
	Iteration 22Q: 3 clusters Score -371762.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -371769.343750 Penalty: 2586.764648
	Iteration 23Q: 3 clusters Score -371769.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -371777.906250 Penalty: 2586.764648
	Iteration 24Q: 3 clusters Score -371777.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -371783.062500 Penalty: 2586.764648
	Iteration 25Q: 3 clusters Score -371783.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -371787.750000 Penalty: 2586.764648
	Iteration 26Q: 3 clusters Score -371787.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -371790.750000 Penalty: 2586.764648
	Iteration 27Q: 3 clusters Score -371790.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -371793.906250 Penalty: 2586.764648
	Iteration 28Q: 3 clusters Score -371793.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -371797.843750 Penalty: 2586.764648
	Iteration 29Q: 3 clusters Score -371797.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -371800.375000 Penalty: 2586.764648
	Iteration 30Q: 3 clusters Score -371800.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -371802.843750 Penalty: 2586.764648
	Iteration 31Q: 3 clusters Score -371802.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -371805.250000 Penalty: 2586.764648
	Iteration 32Q: 3 clusters Score -371805.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -371810.750000 Penalty: 2586.764648
	Iteration 33Q: 3 clusters Score -371810.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -371819.406250 Penalty: 2586.764648
	Iteration 34Q: 3 clusters Score -371819.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -371824.500000 Penalty: 2586.764648
	Iteration 35Q: 3 clusters Score -371824.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -371830.812500 Penalty: 2586.764648
	Iteration 36Q: 3 clusters Score -371830.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -371836.937500 Penalty: 2586.764648
	Iteration 37Q: 3 clusters Score -371836.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -371842.187500 Penalty: 2586.764648
	Iteration 38Q: 3 clusters Score -371842.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -371849.468750 Penalty: 2586.764648
	Iteration 39Q: 3 clusters Score -371849.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -371857.125000 Penalty: 2586.764648
	Iteration 40F: 3 clusters Score -371857.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -371863.437500 Penalty: 2586.764648
	Iteration 41Q: 3 clusters Score -371863.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -371868.750000 Penalty: 2586.764648
	Iteration 42Q: 3 clusters Score -371868.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -371871.875000 Penalty: 2586.764648
	Iteration 43Q: 3 clusters Score -371871.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -371875.468750 Penalty: 2586.764648
	Iteration 44Q: 3 clusters Score -371875.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -371877.406250 Penalty: 2586.764648
	Iteration 45Q: 3 clusters Score -371877.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -371880.031250 Penalty: 2586.764648
	Iteration 46Q: 3 clusters Score -371880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -371883.593750 Penalty: 2586.764648
	Iteration 47Q: 3 clusters Score -371883.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -371887.812500 Penalty: 2586.764648
	Iteration 48Q: 3 clusters Score -371887.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -371888.125000 Penalty: 2586.764648
	Iteration 49Q: 3 clusters Score -371888.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -371888.125000 Penalty: 2586.764648
	Iteration 50F: 3 clusters Score -371888.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (7011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Entering Unmasked Estep 
Score: -1061978.375000 Penalty: 1438.975830
	Iteration 0F: 2 clusters Score -1061978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1056717.125000 Penalty: 2877.951660
	Iteration 0F: 3 clusters Score -1056717 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1058236.125000 Penalty: 2877.951660
	Iteration 1F: 3 clusters Score -1058236 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1058438.625000 Penalty: 2877.951660
	Iteration 2F: 3 clusters Score -1058439 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1058624.375000 Penalty: 2877.951660
	Iteration 3F: 3 clusters Score -1058624 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1058786.125000 Penalty: 2877.951660
	Iteration 4Q: 3 clusters Score -1058786 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1058929.000000 Penalty: 2877.951660
	Iteration 5Q: 3 clusters Score -1058929 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1059046.625000 Penalty: 2877.951660
	Iteration 6Q: 3 clusters Score -1059047 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1059169.625000 Penalty: 2877.951660
	Iteration 7Q: 3 clusters Score -1059170 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1059261.375000 Penalty: 2877.951660
	Iteration 8Q: 3 clusters Score -1059261 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1059336.000000 Penalty: 2877.951660
	Iteration 9Q: 3 clusters Score -1059336 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1059395.750000 Penalty: 2877.951660
	Iteration 10Q: 3 clusters Score -1059396 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1059435.375000 Penalty: 2877.951660
	Iteration 11Q: 3 clusters Score -1059435 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1059464.500000 Penalty: 2877.951660
	Iteration 12Q: 3 clusters Score -1059464 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1059489.000000 Penalty: 2877.951660
	Iteration 13Q: 3 clusters Score -1059489 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1059509.875000 Penalty: 2877.951660
	Iteration 14Q: 3 clusters Score -1059510 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1059530.500000 Penalty: 2877.951660
	Iteration 15Q: 3 clusters Score -1059530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1059545.500000 Penalty: 2877.951660
	Iteration 16Q: 3 clusters Score -1059546 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1059565.375000 Penalty: 2877.951660
	Iteration 17Q: 3 clusters Score -1059565 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1059589.875000 Penalty: 2877.951660
	Iteration 18Q: 3 clusters Score -1059590 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1059615.000000 Penalty: 2877.951660
	Iteration 19Q: 3 clusters Score -1059615 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1059635.375000 Penalty: 2877.951660
	Iteration 20F: 3 clusters Score -1059635 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1059648.375000 Penalty: 2877.951660
	Iteration 21Q: 3 clusters Score -1059648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1059656.625000 Penalty: 2877.951660
	Iteration 22Q: 3 clusters Score -1059657 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1059667.125000 Penalty: 2877.951660
	Iteration 23Q: 3 clusters Score -1059667 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1059681.750000 Penalty: 2877.951660
	Iteration 24Q: 3 clusters Score -1059682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1059694.000000 Penalty: 2877.951660
	Iteration 25Q: 3 clusters Score -1059694 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1059708.000000 Penalty: 2877.951660
	Iteration 26Q: 3 clusters Score -1059708 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1059720.375000 Penalty: 2877.951660
	Iteration 27Q: 3 clusters Score -1059720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1059736.000000 Penalty: 2877.951660
	Iteration 28Q: 3 clusters Score -1059736 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1059753.375000 Penalty: 2877.951660
	Iteration 29Q: 3 clusters Score -1059753 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1059773.500000 Penalty: 2877.951660
	Iteration 30Q: 3 clusters Score -1059774 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1059797.750000 Penalty: 2877.951660
	Iteration 31Q: 3 clusters Score -1059798 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1059817.000000 Penalty: 2877.951660
	Iteration 32Q: 3 clusters Score -1059817 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1059835.125000 Penalty: 2877.951660
	Iteration 33Q: 3 clusters Score -1059835 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1059858.875000 Penalty: 2877.951660
	Iteration 34Q: 3 clusters Score -1059859 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1059879.375000 Penalty: 2877.951660
	Iteration 35Q: 3 clusters Score -1059879 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1059904.500000 Penalty: 2877.951660
	Iteration 36Q: 3 clusters Score -1059904 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1059927.875000 Penalty: 2877.951660
	Iteration 37Q: 3 clusters Score -1059928 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1059948.125000 Penalty: 2877.951660
	Iteration 38Q: 3 clusters Score -1059948 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1059968.250000 Penalty: 2877.951660
	Iteration 39Q: 3 clusters Score -1059968 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1059995.625000 Penalty: 2877.951660
	Iteration 40F: 3 clusters Score -1059996 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1060026.625000 Penalty: 2877.951660
	Iteration 41Q: 3 clusters Score -1060027 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1060058.750000 Penalty: 2877.951660
	Iteration 42Q: 3 clusters Score -1060059 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1060091.375000 Penalty: 2877.951660
	Iteration 43Q: 3 clusters Score -1060091 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1060125.625000 Penalty: 2877.951660
	Iteration 44Q: 3 clusters Score -1060126 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1060167.375000 Penalty: 2877.951660
	Iteration 45Q: 3 clusters Score -1060167 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1060222.250000 Penalty: 2877.951660
	Iteration 46Q: 3 clusters Score -1060222 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1060271.625000 Penalty: 2877.951660
	Iteration 47Q: 3 clusters Score -1060272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1060313.500000 Penalty: 2877.951660
	Iteration 48Q: 3 clusters Score -1060314 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1060354.250000 Penalty: 2877.951660
	Iteration 49Q: 3 clusters Score -1060354 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1060393.875000 Penalty: 2877.951660
	Iteration 50Q: 3 clusters Score -1060394 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1060430.000000 Penalty: 2877.951660
	Iteration 51Q: 3 clusters Score -1060430 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1060463.250000 Penalty: 2877.951660
	Iteration 52Q: 3 clusters Score -1060463 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1060502.625000 Penalty: 2877.951660
	Iteration 53Q: 3 clusters Score -1060503 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1060541.125000 Penalty: 2877.951660
	Iteration 54Q: 3 clusters Score -1060541 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1060564.125000 Penalty: 2877.951660
	Iteration 55Q: 3 clusters Score -1060564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1060580.250000 Penalty: 2877.951660
	Iteration 56Q: 3 clusters Score -1060580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1060586.875000 Penalty: 2877.951660
	Iteration 57Q: 3 clusters Score -1060587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1060596.375000 Penalty: 2877.951660
	Iteration 58Q: 3 clusters Score -1060596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1060602.875000 Penalty: 2877.951660
	Iteration 59Q: 3 clusters Score -1060603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1060613.625000 Penalty: 2877.951660
	Iteration 60F: 3 clusters Score -1060614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1060623.000000 Penalty: 2877.951660
	Iteration 61Q: 3 clusters Score -1060623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1060631.750000 Penalty: 2877.951660
	Iteration 62Q: 3 clusters Score -1060632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1060632.500000 Penalty: 2877.951660
	Iteration 63Q: 3 clusters Score -1060632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1060637.875000 Penalty: 2877.951660
	Iteration 64Q: 3 clusters Score -1060638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1060642.250000 Penalty: 2877.951660
	Iteration 65Q: 3 clusters Score -1060642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1060644.000000 Penalty: 2877.951660
	Iteration 66Q: 3 clusters Score -1060644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1060649.750000 Penalty: 2877.951660
	Iteration 67Q: 3 clusters Score -1060650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1060653.625000 Penalty: 2877.951660
	Iteration 68Q: 3 clusters Score -1060654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1060653.625000 Penalty: 2877.951660
	Iteration 69Q: 3 clusters Score -1060654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1060654.375000 Penalty: 2877.951660
	Iteration 70Q: 3 clusters Score -1060654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1060654.375000 Penalty: 2877.951660
	Iteration 71Q: 3 clusters Score -1060654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1060655.000000 Penalty: 2877.951660
	Iteration 72Q: 3 clusters Score -1060655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1060655.750000 Penalty: 2877.951660
	Iteration 73Q: 3 clusters Score -1060656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1060656.750000 Penalty: 2877.951660
	Iteration 74Q: 3 clusters Score -1060657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1060662.250000 Penalty: 2877.951660
	Iteration 75Q: 3 clusters Score -1060662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1060664.875000 Penalty: 2877.951660
	Iteration 76Q: 3 clusters Score -1060665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1060668.375000 Penalty: 2877.951660
	Iteration 77Q: 3 clusters Score -1060668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1060669.750000 Penalty: 2877.951660
	Iteration 78Q: 3 clusters Score -1060670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1060673.250000 Penalty: 2877.951660
	Iteration 79Q: 3 clusters Score -1060673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1060673.625000 Penalty: 2877.951660
	Iteration 80F: 3 clusters Score -1060674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1060674.375000 Penalty: 2877.951660
	Iteration 81Q: 3 clusters Score -1060674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1060675.750000 Penalty: 2877.951660
	Iteration 82Q: 3 clusters Score -1060676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1060675.875000 Penalty: 2877.951660
	Iteration 83Q: 3 clusters Score -1060676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1060675.750000 Penalty: 2877.951660
	Iteration 84Q: 3 clusters Score -1060676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1060675.750000 Penalty: 2877.951660
	Iteration 85F: 3 clusters Score -1060676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (9984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Entering Unmasked Estep 
Score: -1476188.500000 Penalty: 1496.420166
	Iteration 0F: 2 clusters Score -1476188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1469079.375000 Penalty: 2992.840332
	Iteration 0F: 3 clusters Score -1469079 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1471443.125000 Penalty: 2992.840332
	Iteration 1F: 3 clusters Score -1471443 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1471715.750000 Penalty: 2992.840332
	Iteration 2F: 3 clusters Score -1471716 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1471910.500000 Penalty: 2992.840332
	Iteration 3F: 3 clusters Score -1471910 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1472046.625000 Penalty: 2992.840332
	Iteration 4Q: 3 clusters Score -1472047 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1472160.000000 Penalty: 2992.840332
	Iteration 5Q: 3 clusters Score -1472160 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1472266.750000 Penalty: 2992.840332
	Iteration 6Q: 3 clusters Score -1472267 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1472381.250000 Penalty: 2992.840332
	Iteration 7Q: 3 clusters Score -1472381 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1472462.750000 Penalty: 2992.840332
	Iteration 8Q: 3 clusters Score -1472463 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1472548.500000 Penalty: 2992.840332
	Iteration 9Q: 3 clusters Score -1472548 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1472643.000000 Penalty: 2992.840332
	Iteration 10Q: 3 clusters Score -1472643 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1472774.250000 Penalty: 2992.840332
	Iteration 11Q: 3 clusters Score -1472774 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1472944.750000 Penalty: 2992.840332
	Iteration 12Q: 3 clusters Score -1472945 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1473138.250000 Penalty: 2992.840332
	Iteration 13Q: 3 clusters Score -1473138 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1473349.500000 Penalty: 2992.840332
	Iteration 14Q: 3 clusters Score -1473350 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1473575.250000 Penalty: 2992.840332
	Iteration 15Q: 3 clusters Score -1473575 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1473832.375000 Penalty: 2992.840332
	Iteration 16Q: 3 clusters Score -1473832 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1474098.750000 Penalty: 2992.840332
	Iteration 17Q: 3 clusters Score -1474099 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1474323.500000 Penalty: 2992.840332
	Iteration 18Q: 3 clusters Score -1474324 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1474553.000000 Penalty: 2992.840332
	Iteration 19Q: 3 clusters Score -1474553 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1474715.375000 Penalty: 2992.840332
	Iteration 20F: 3 clusters Score -1474715 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1474789.750000 Penalty: 2992.840332
	Iteration 21Q: 3 clusters Score -1474790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1474837.750000 Penalty: 2992.840332
	Iteration 22Q: 3 clusters Score -1474838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1474874.750000 Penalty: 2992.840332
	Iteration 23Q: 3 clusters Score -1474875 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1474899.625000 Penalty: 2992.840332
	Iteration 24Q: 3 clusters Score -1474900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1474924.500000 Penalty: 2992.840332
	Iteration 25Q: 3 clusters Score -1474924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1474943.750000 Penalty: 2992.840332
	Iteration 26Q: 3 clusters Score -1474944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1474961.875000 Penalty: 2992.840332
	Iteration 27Q: 3 clusters Score -1474962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1474983.500000 Penalty: 2992.840332
	Iteration 28Q: 3 clusters Score -1474984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1475003.250000 Penalty: 2992.840332
	Iteration 29Q: 3 clusters Score -1475003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1475020.625000 Penalty: 2992.840332
	Iteration 30Q: 3 clusters Score -1475021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1475038.375000 Penalty: 2992.840332
	Iteration 31Q: 3 clusters Score -1475038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1475045.875000 Penalty: 2992.840332
	Iteration 32Q: 3 clusters Score -1475046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1475053.500000 Penalty: 2992.840332
	Iteration 33Q: 3 clusters Score -1475054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1475060.000000 Penalty: 2992.840332
	Iteration 34Q: 3 clusters Score -1475060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1475067.625000 Penalty: 2992.840332
	Iteration 35Q: 3 clusters Score -1475068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1475074.000000 Penalty: 2992.840332
	Iteration 36Q: 3 clusters Score -1475074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1475082.500000 Penalty: 2992.840332
	Iteration 37Q: 3 clusters Score -1475082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1475086.125000 Penalty: 2992.840332
	Iteration 38Q: 3 clusters Score -1475086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1475095.000000 Penalty: 2992.840332
	Iteration 39Q: 3 clusters Score -1475095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1475103.250000 Penalty: 2992.840332
	Iteration 40F: 3 clusters Score -1475103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1475102.125000 Penalty: 2992.840332
	Iteration 41Q: 3 clusters Score -1475102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1475102.500000 Penalty: 2992.840332
	Iteration 42Q: 3 clusters Score -1475102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1475102.500000 Penalty: 2992.840332
	Iteration 43F: 3 clusters Score -1475102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -75280.500000 Penalty: 1045.352783
	Iteration 0F: 2 clusters Score -75280.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74115.687500 Penalty: 2090.705566
	Iteration 0F: 3 clusters Score -74115.69 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74334.632812 Penalty: 2090.705566
	Iteration 1F: 3 clusters Score -74334.63 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74417.906250 Penalty: 2090.705566
	Iteration 2F: 3 clusters Score -74417.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -74449.820312 Penalty: 2090.705566
	Iteration 3Q: 3 clusters Score -74449.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74461.070312 Penalty: 2090.705566
	Iteration 4Q: 3 clusters Score -74461.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74467.296875 Penalty: 2090.705566
	Iteration 5Q: 3 clusters Score -74467.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -74470.539062 Penalty: 2090.705566
	Iteration 6Q: 3 clusters Score -74470.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -74472.171875 Penalty: 2090.705566
	Iteration 7Q: 3 clusters Score -74472.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -74472.171875 Penalty: 2090.705566
	Iteration 8F: 3 clusters Score -74472.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (6355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Entering Unmasked Estep 
Score: -965487.125000 Penalty: 1423.012085
	Iteration 0F: 2 clusters Score -965487.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -960674.500000 Penalty: 2846.024170
	Iteration 0F: 3 clusters Score -960674.5 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -962046.625000 Penalty: 2846.024170
	Iteration 1F: 3 clusters Score -962046.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -962210.000000 Penalty: 2846.024170
	Iteration 2F: 3 clusters Score -962210 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -962328.500000 Penalty: 2846.024170
	Iteration 3Q: 3 clusters Score -962328.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -962443.937500 Penalty: 2846.024170
	Iteration 4Q: 3 clusters Score -962443.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -962556.437500 Penalty: 2846.024170
	Iteration 5Q: 3 clusters Score -962556.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -962662.062500 Penalty: 2846.024170
	Iteration 6Q: 3 clusters Score -962662.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -962797.562500 Penalty: 2846.024170
	Iteration 7Q: 3 clusters Score -962797.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -962999.250000 Penalty: 2846.024170
	Iteration 8Q: 3 clusters Score -962999.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -963208.437500 Penalty: 2846.024170
	Iteration 9Q: 3 clusters Score -963208.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -963423.625000 Penalty: 2846.024170
	Iteration 10Q: 3 clusters Score -963423.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -963646.562500 Penalty: 2846.024170
	Iteration 11Q: 3 clusters Score -963646.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -963828.000000 Penalty: 2846.024170
	Iteration 12Q: 3 clusters Score -963828 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -963970.312500 Penalty: 2846.024170
	Iteration 13Q: 3 clusters Score -963970.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -964054.937500 Penalty: 2846.024170
	Iteration 14Q: 3 clusters Score -964054.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -964118.375000 Penalty: 2846.024170
	Iteration 15Q: 3 clusters Score -964118.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -964163.437500 Penalty: 2846.024170
	Iteration 16Q: 3 clusters Score -964163.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -964189.250000 Penalty: 2846.024170
	Iteration 17Q: 3 clusters Score -964189.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -964214.750000 Penalty: 2846.024170
	Iteration 18Q: 3 clusters Score -964214.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -964235.312500 Penalty: 2846.024170
	Iteration 19Q: 3 clusters Score -964235.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -964242.000000 Penalty: 2846.024170
	Iteration 20F: 3 clusters Score -964242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -964245.437500 Penalty: 2846.024170
	Iteration 21Q: 3 clusters Score -964245.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -964249.187500 Penalty: 2846.024170
	Iteration 22Q: 3 clusters Score -964249.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -964249.750000 Penalty: 2846.024170
	Iteration 23Q: 3 clusters Score -964249.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -964253.062500 Penalty: 2846.024170
	Iteration 24Q: 3 clusters Score -964253.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -964254.625000 Penalty: 2846.024170
	Iteration 25Q: 3 clusters Score -964254.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -964256.500000 Penalty: 2846.024170
	Iteration 26Q: 3 clusters Score -964256.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -964257.687500 Penalty: 2846.024170
	Iteration 27Q: 3 clusters Score -964257.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -964260.062500 Penalty: 2846.024170
	Iteration 28Q: 3 clusters Score -964260.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -964261.187500 Penalty: 2846.024170
	Iteration 29Q: 3 clusters Score -964261.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -964261.187500 Penalty: 2846.024170
	Iteration 30F: 3 clusters Score -964261.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (20653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Entering Unmasked Estep 
Score: -3154422.750000 Penalty: 1614.537476
	Iteration 0F: 2 clusters Score -3154423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -3141802.250000 Penalty: 3229.074951
	Iteration 0F: 3 clusters Score -3141802 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -3147188.000000 Penalty: 3229.074951
	Iteration 1F: 3 clusters Score -3147188 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -3147859.500000 Penalty: 3229.074951
	Iteration 2F: 3 clusters Score -3147860 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3148576.750000 Penalty: 3229.074951
	Iteration 3F: 3 clusters Score -3148577 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -3149361.000000 Penalty: 3229.074951
	Iteration 4F: 3 clusters Score -3149361 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3150180.750000 Penalty: 3229.074951
	Iteration 5F: 3 clusters Score -3150181 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -3150982.750000 Penalty: 3229.074951
	Iteration 6F: 3 clusters Score -3150983 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -3151723.250000 Penalty: 3229.074951
	Iteration 7F: 3 clusters Score -3151723 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -3152384.500000 Penalty: 3229.074951
	Iteration 8Q: 3 clusters Score -3152384 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -3152798.750000 Penalty: 3229.074951
	Iteration 9Q: 3 clusters Score -3152799 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -3152972.000000 Penalty: 3229.074951
	Iteration 10Q: 3 clusters Score -3152972 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -3153051.500000 Penalty: 3229.074951
	Iteration 11Q: 3 clusters Score -3153052 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -3153102.750000 Penalty: 3229.074951
	Iteration 12Q: 3 clusters Score -3153103 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3153133.250000 Penalty: 3229.074951
	Iteration 13Q: 3 clusters Score -3153133 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -3153133.000000 Penalty: 3229.074951
	Iteration 14Q: 3 clusters Score -3153133 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -3153142.000000 Penalty: 3229.074951
	Iteration 15Q: 3 clusters Score -3153142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -3153142.000000 Penalty: 3229.074951
	Iteration 16Q: 3 clusters Score -3153142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -3153155.750000 Penalty: 3229.074951
	Iteration 17Q: 3 clusters Score -3153156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -3153168.250000 Penalty: 3229.074951
	Iteration 18Q: 3 clusters Score -3153168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -3153177.500000 Penalty: 3229.074951
	Iteration 19Q: 3 clusters Score -3153178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -3153193.000000 Penalty: 3229.074951
	Iteration 20F: 3 clusters Score -3153193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -3153201.250000 Penalty: 3229.074951
	Iteration 21Q: 3 clusters Score -3153201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -3153206.500000 Penalty: 3229.074951
	Iteration 22Q: 3 clusters Score -3153206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -3153208.750000 Penalty: 3229.074951
	Iteration 23Q: 3 clusters Score -3153209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -3153208.750000 Penalty: 3229.074951
	Iteration 24Q: 3 clusters Score -3153209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -3153207.250000 Penalty: 3229.074951
	Iteration 25Q: 3 clusters Score -3153207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -3153207.250000 Penalty: 3229.074951
	Iteration 26Q: 3 clusters Score -3153207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -3153210.000000 Penalty: 3229.074951
	Iteration 27Q: 3 clusters Score -3153210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -3153206.750000 Penalty: 3229.074951
	Iteration 28Q: 3 clusters Score -3153207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -3153210.750000 Penalty: 3229.074951
	Iteration 29Q: 3 clusters Score -3153211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -3153210.250000 Penalty: 3229.074951
	Iteration 30Q: 3 clusters Score -3153210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -3153213.750000 Penalty: 3229.074951
	Iteration 31Q: 3 clusters Score -3153214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -3153221.000000 Penalty: 3229.074951
	Iteration 32Q: 3 clusters Score -3153221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -3153222.250000 Penalty: 3229.074951
	Iteration 33Q: 3 clusters Score -3153222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -3153220.250000 Penalty: 3229.074951
	Iteration 34Q: 3 clusters Score -3153220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -3153223.500000 Penalty: 3229.074951
	Iteration 35Q: 3 clusters Score -3153224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -3153222.250000 Penalty: 3229.074951
	Iteration 36Q: 3 clusters Score -3153222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -3153225.750000 Penalty: 3229.074951
	Iteration 37Q: 3 clusters Score -3153226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -3153226.750000 Penalty: 3229.074951
	Iteration 38Q: 3 clusters Score -3153227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3153229.000000 Penalty: 3229.074951
	Iteration 39Q: 3 clusters Score -3153229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3153229.000000 Penalty: 3229.074951
	Iteration 40F: 3 clusters Score -3153229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (9405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Entering Unmasked Estep 
Score: -1421052.750000 Penalty: 1486.711914
	Iteration 0F: 2 clusters Score -1421053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1414269.500000 Penalty: 2973.423828
	Iteration 0F: 3 clusters Score -1414270 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1416517.750000 Penalty: 2973.423828
	Iteration 1F: 3 clusters Score -1416518 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1416778.625000 Penalty: 2973.423828
	Iteration 2F: 3 clusters Score -1416779 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1416979.000000 Penalty: 2973.423828
	Iteration 3F: 3 clusters Score -1416979 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1417137.250000 Penalty: 2973.423828
	Iteration 4Q: 3 clusters Score -1417137 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1417276.375000 Penalty: 2973.423828
	Iteration 5Q: 3 clusters Score -1417276 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1417406.375000 Penalty: 2973.423828
	Iteration 6Q: 3 clusters Score -1417406 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1417524.750000 Penalty: 2973.423828
	Iteration 7Q: 3 clusters Score -1417525 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1417634.875000 Penalty: 2973.423828
	Iteration 8Q: 3 clusters Score -1417635 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1417763.625000 Penalty: 2973.423828
	Iteration 9Q: 3 clusters Score -1417764 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1417903.000000 Penalty: 2973.423828
	Iteration 10Q: 3 clusters Score -1417903 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1418046.750000 Penalty: 2973.423828
	Iteration 11Q: 3 clusters Score -1418047 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1418184.250000 Penalty: 2973.423828
	Iteration 12Q: 3 clusters Score -1418184 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1418353.125000 Penalty: 2973.423828
	Iteration 13Q: 3 clusters Score -1418353 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1418527.500000 Penalty: 2973.423828
	Iteration 14Q: 3 clusters Score -1418528 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1418691.625000 Penalty: 2973.423828
	Iteration 15Q: 3 clusters Score -1418692 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1418862.375000 Penalty: 2973.423828
	Iteration 16Q: 3 clusters Score -1418862 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1419009.500000 Penalty: 2973.423828
	Iteration 17Q: 3 clusters Score -1419010 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1419114.750000 Penalty: 2973.423828
	Iteration 18Q: 3 clusters Score -1419115 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1419208.250000 Penalty: 2973.423828
	Iteration 19Q: 3 clusters Score -1419208 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1419266.250000 Penalty: 2973.423828
	Iteration 20F: 3 clusters Score -1419266 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1419302.500000 Penalty: 2973.423828
	Iteration 21Q: 3 clusters Score -1419302 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1419338.875000 Penalty: 2973.423828
	Iteration 22Q: 3 clusters Score -1419339 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1419361.250000 Penalty: 2973.423828
	Iteration 23Q: 3 clusters Score -1419361 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1419381.250000 Penalty: 2973.423828
	Iteration 24Q: 3 clusters Score -1419381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1419399.500000 Penalty: 2973.423828
	Iteration 25Q: 3 clusters Score -1419400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1419418.750000 Penalty: 2973.423828
	Iteration 26Q: 3 clusters Score -1419419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1419430.375000 Penalty: 2973.423828
	Iteration 27Q: 3 clusters Score -1419430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1419444.875000 Penalty: 2973.423828
	Iteration 28Q: 3 clusters Score -1419445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1419458.125000 Penalty: 2973.423828
	Iteration 29Q: 3 clusters Score -1419458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1419480.250000 Penalty: 2973.423828
	Iteration 30Q: 3 clusters Score -1419480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1419496.000000 Penalty: 2973.423828
	Iteration 31Q: 3 clusters Score -1419496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1419513.625000 Penalty: 2973.423828
	Iteration 32Q: 3 clusters Score -1419514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1419530.250000 Penalty: 2973.423828
	Iteration 33Q: 3 clusters Score -1419530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1419541.125000 Penalty: 2973.423828
	Iteration 34Q: 3 clusters Score -1419541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1419560.250000 Penalty: 2973.423828
	Iteration 35Q: 3 clusters Score -1419560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1419576.875000 Penalty: 2973.423828
	Iteration 36Q: 3 clusters Score -1419577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1419594.250000 Penalty: 2973.423828
	Iteration 37Q: 3 clusters Score -1419594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1419609.375000 Penalty: 2973.423828
	Iteration 38Q: 3 clusters Score -1419609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1419623.500000 Penalty: 2973.423828
	Iteration 39Q: 3 clusters Score -1419624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1419631.875000 Penalty: 2973.423828
	Iteration 40F: 3 clusters Score -1419632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1419644.750000 Penalty: 2973.423828
	Iteration 41Q: 3 clusters Score -1419645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1419652.750000 Penalty: 2973.423828
	Iteration 42Q: 3 clusters Score -1419653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1419655.000000 Penalty: 2973.423828
	Iteration 43Q: 3 clusters Score -1419655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1419655.500000 Penalty: 2973.423828
	Iteration 44Q: 3 clusters Score -1419656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1419657.750000 Penalty: 2973.423828
	Iteration 45Q: 3 clusters Score -1419658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1419662.750000 Penalty: 2973.423828
	Iteration 46Q: 3 clusters Score -1419663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1419662.875000 Penalty: 2973.423828
	Iteration 47Q: 3 clusters Score -1419663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1419669.250000 Penalty: 2973.423828
	Iteration 48Q: 3 clusters Score -1419669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1419673.625000 Penalty: 2973.423828
	Iteration 49Q: 3 clusters Score -1419674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1419676.000000 Penalty: 2973.423828
	Iteration 50Q: 3 clusters Score -1419676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1419679.000000 Penalty: 2973.423828
	Iteration 51Q: 3 clusters Score -1419679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1419682.250000 Penalty: 2973.423828
	Iteration 52Q: 3 clusters Score -1419682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1419684.875000 Penalty: 2973.423828
	Iteration 53Q: 3 clusters Score -1419685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1419684.875000 Penalty: 2973.423828
	Iteration 54F: 3 clusters Score -1419685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (18957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Entering Unmasked Estep 
Score: -2897345.250000 Penalty: 1600.613403
	Iteration 0F: 2 clusters Score -2897345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2885387.750000 Penalty: 3201.226807
	Iteration 0F: 3 clusters Score -2885388 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2889889.500000 Penalty: 3201.226807
	Iteration 1F: 3 clusters Score -2889890 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2890221.750000 Penalty: 3201.226807
	Iteration 2F: 3 clusters Score -2890222 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2890522.250000 Penalty: 3201.226807
	Iteration 3Q: 3 clusters Score -2890522 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2890822.000000 Penalty: 3201.226807
	Iteration 4Q: 3 clusters Score -2890822 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2891101.000000 Penalty: 3201.226807
	Iteration 5Q: 3 clusters Score -2891101 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2891413.250000 Penalty: 3201.226807
	Iteration 6Q: 3 clusters Score -2891413 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2891746.000000 Penalty: 3201.226807
	Iteration 7Q: 3 clusters Score -2891746 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2892054.250000 Penalty: 3201.226807
	Iteration 8Q: 3 clusters Score -2892054 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2892386.500000 Penalty: 3201.226807
	Iteration 9Q: 3 clusters Score -2892386 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2892766.500000 Penalty: 3201.226807
	Iteration 10Q: 3 clusters Score -2892766 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2893154.500000 Penalty: 3201.226807
	Iteration 11Q: 3 clusters Score -2893154 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2893562.500000 Penalty: 3201.226807
	Iteration 12Q: 3 clusters Score -2893562 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2893862.250000 Penalty: 3201.226807
	Iteration 13Q: 3 clusters Score -2893862 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2894042.500000 Penalty: 3201.226807
	Iteration 14Q: 3 clusters Score -2894042 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2894136.500000 Penalty: 3201.226807
	Iteration 15Q: 3 clusters Score -2894136 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2894162.750000 Penalty: 3201.226807
	Iteration 16Q: 3 clusters Score -2894163 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2894185.250000 Penalty: 3201.226807
	Iteration 17Q: 3 clusters Score -2894185 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2894212.000000 Penalty: 3201.226807
	Iteration 18Q: 3 clusters Score -2894212 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2894226.500000 Penalty: 3201.226807
	Iteration 19Q: 3 clusters Score -2894226 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2894233.000000 Penalty: 3201.226807
	Iteration 20F: 3 clusters Score -2894233 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2894244.500000 Penalty: 3201.226807
	Iteration 21Q: 3 clusters Score -2894244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2894256.000000 Penalty: 3201.226807
	Iteration 22Q: 3 clusters Score -2894256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2894257.250000 Penalty: 3201.226807
	Iteration 23Q: 3 clusters Score -2894257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2894259.250000 Penalty: 3201.226807
	Iteration 24Q: 3 clusters Score -2894259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2894273.500000 Penalty: 3201.226807
	Iteration 25Q: 3 clusters Score -2894274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2894275.500000 Penalty: 3201.226807
	Iteration 26Q: 3 clusters Score -2894276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2894282.000000 Penalty: 3201.226807
	Iteration 27Q: 3 clusters Score -2894282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2894281.500000 Penalty: 3201.226807
	Iteration 28Q: 3 clusters Score -2894282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2894281.500000 Penalty: 3201.226807
	Iteration 29Q: 3 clusters Score -2894282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2894278.000000 Penalty: 3201.226807
	Iteration 30Q: 3 clusters Score -2894278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2894275.750000 Penalty: 3201.226807
	Iteration 31Q: 3 clusters Score -2894276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2894278.250000 Penalty: 3201.226807
	Iteration 32Q: 3 clusters Score -2894278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2894278.500000 Penalty: 3201.226807
	Iteration 33Q: 3 clusters Score -2894278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2894284.250000 Penalty: 3201.226807
	Iteration 34Q: 3 clusters Score -2894284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2894282.750000 Penalty: 3201.226807
	Iteration 35Q: 3 clusters Score -2894283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2894284.250000 Penalty: 3201.226807
	Iteration 36Q: 3 clusters Score -2894284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2894288.000000 Penalty: 3201.226807
	Iteration 37Q: 3 clusters Score -2894288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2894294.000000 Penalty: 3201.226807
	Iteration 38Q: 3 clusters Score -2894294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2894290.000000 Penalty: 3201.226807
	Iteration 39Q: 3 clusters Score -2894290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2894295.000000 Penalty: 3201.226807
	Iteration 40F: 3 clusters Score -2894295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2894302.250000 Penalty: 3201.226807
	Iteration 41Q: 3 clusters Score -2894302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2894309.000000 Penalty: 3201.226807
	Iteration 42Q: 3 clusters Score -2894309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2894303.250000 Penalty: 3201.226807
	Iteration 43Q: 3 clusters Score -2894303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2894298.000000 Penalty: 3201.226807
	Iteration 44Q: 3 clusters Score -2894298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2894308.500000 Penalty: 3201.226807
	Iteration 45Q: 3 clusters Score -2894308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2894317.000000 Penalty: 3201.226807
	Iteration 46Q: 3 clusters Score -2894317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2894316.750000 Penalty: 3201.226807
	Iteration 47Q: 3 clusters Score -2894317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2894323.500000 Penalty: 3201.226807
	Iteration 48Q: 3 clusters Score -2894324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2894318.750000 Penalty: 3201.226807
	Iteration 49Q: 3 clusters Score -2894319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2894324.250000 Penalty: 3201.226807
	Iteration 50Q: 3 clusters Score -2894324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2894321.250000 Penalty: 3201.226807
	Iteration 51Q: 3 clusters Score -2894321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2894323.500000 Penalty: 3201.226807
	Iteration 52Q: 3 clusters Score -2894324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2894326.250000 Penalty: 3201.226807
	Iteration 53Q: 3 clusters Score -2894326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2894325.000000 Penalty: 3201.226807
	Iteration 54Q: 3 clusters Score -2894325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2894325.000000 Penalty: 3201.226807
	Iteration 55Q: 3 clusters Score -2894325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2894320.250000 Penalty: 3201.226807
	Iteration 56Q: 3 clusters Score -2894320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2894321.250000 Penalty: 3201.226807
	Iteration 57Q: 3 clusters Score -2894321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2894318.500000 Penalty: 3201.226807
	Iteration 58Q: 3 clusters Score -2894318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2894321.500000 Penalty: 3201.226807
	Iteration 59Q: 3 clusters Score -2894322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2894322.000000 Penalty: 3201.226807
	Iteration 60F: 3 clusters Score -2894322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2894321.750000 Penalty: 3201.226807
	Iteration 61Q: 3 clusters Score -2894322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2894320.250000 Penalty: 3201.226807
	Iteration 62Q: 3 clusters Score -2894320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2894318.250000 Penalty: 3201.226807
	Iteration 63Q: 3 clusters Score -2894318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2894321.250000 Penalty: 3201.226807
	Iteration 64Q: 3 clusters Score -2894321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2894317.750000 Penalty: 3201.226807
	Iteration 65Q: 3 clusters Score -2894318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2894322.000000 Penalty: 3201.226807
	Iteration 66Q: 3 clusters Score -2894322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2894321.750000 Penalty: 3201.226807
	Iteration 67Q: 3 clusters Score -2894322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2894329.500000 Penalty: 3201.226807
	Iteration 68Q: 3 clusters Score -2894330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2894327.250000 Penalty: 3201.226807
	Iteration 69Q: 3 clusters Score -2894327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2894326.750000 Penalty: 3201.226807
	Iteration 70Q: 3 clusters Score -2894327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2894324.000000 Penalty: 3201.226807
	Iteration 71Q: 3 clusters Score -2894324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2894325.000000 Penalty: 3201.226807
	Iteration 72Q: 3 clusters Score -2894325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2894325.000000 Penalty: 3201.226807
	Iteration 73Q: 3 clusters Score -2894325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2894323.750000 Penalty: 3201.226807
	Iteration 74Q: 3 clusters Score -2894324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2894323.750000 Penalty: 3201.226807
	Iteration 75F: 3 clusters Score -2894324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Entering Unmasked Estep 
Score: -163818.968750 Penalty: 1171.397583
	Iteration 0F: 2 clusters Score -163819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -162131.171875 Penalty: 2342.795166
	Iteration 0F: 3 clusters Score -162131.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -162456.765625 Penalty: 2342.795166
	Iteration 1F: 3 clusters Score -162456.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -162564.125000 Penalty: 2342.795166
	Iteration 2F: 3 clusters Score -162564.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -162639.375000 Penalty: 2342.795166
	Iteration 3Q: 3 clusters Score -162639.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -162709.984375 Penalty: 2342.795166
	Iteration 4Q: 3 clusters Score -162710 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -162784.953125 Penalty: 2342.795166
	Iteration 5Q: 3 clusters Score -162785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -162845.687500 Penalty: 2342.795166
	Iteration 6Q: 3 clusters Score -162845.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -162894.375000 Penalty: 2342.795166
	Iteration 7Q: 3 clusters Score -162894.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -162919.875000 Penalty: 2342.795166
	Iteration 8Q: 3 clusters Score -162919.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -162946.687500 Penalty: 2342.795166
	Iteration 9Q: 3 clusters Score -162946.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -162971.859375 Penalty: 2342.795166
	Iteration 10Q: 3 clusters Score -162971.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -162994.500000 Penalty: 2342.795166
	Iteration 11Q: 3 clusters Score -162994.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -163021.546875 Penalty: 2342.795166
	Iteration 12Q: 3 clusters Score -163021.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -163034.734375 Penalty: 2342.795166
	Iteration 13Q: 3 clusters Score -163034.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -163041.234375 Penalty: 2342.795166
	Iteration 14Q: 3 clusters Score -163041.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -163046.562500 Penalty: 2342.795166
	Iteration 15Q: 3 clusters Score -163046.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -163050.234375 Penalty: 2342.795166
	Iteration 16Q: 3 clusters Score -163050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -163051.406250 Penalty: 2342.795166
	Iteration 17Q: 3 clusters Score -163051.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -163053.906250 Penalty: 2342.795166
	Iteration 18Q: 3 clusters Score -163053.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -163055.328125 Penalty: 2342.795166
	Iteration 19Q: 3 clusters Score -163055.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -163058.093750 Penalty: 2342.795166
	Iteration 20F: 3 clusters Score -163058.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -163059.937500 Penalty: 2342.795166
	Iteration 21Q: 3 clusters Score -163059.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -163061.890625 Penalty: 2342.795166
	Iteration 22Q: 3 clusters Score -163061.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -163063.343750 Penalty: 2342.795166
	Iteration 23Q: 3 clusters Score -163063.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -163066.234375 Penalty: 2342.795166
	Iteration 24Q: 3 clusters Score -163066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -163069.937500 Penalty: 2342.795166
	Iteration 25Q: 3 clusters Score -163069.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -163070.812500 Penalty: 2342.795166
	Iteration 26Q: 3 clusters Score -163070.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -163072.750000 Penalty: 2342.795166
	Iteration 27Q: 3 clusters Score -163072.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -163076.000000 Penalty: 2342.795166
	Iteration 28Q: 3 clusters Score -163076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -163077.046875 Penalty: 2342.795166
	Iteration 29Q: 3 clusters Score -163077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -163077.046875 Penalty: 2342.795166
	Iteration 30F: 3 clusters Score -163077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -308136.343750 Penalty: 1250.190674
	Iteration 0F: 2 clusters Score -308136.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -305926.500000 Penalty: 2500.381348
	Iteration 0F: 3 clusters Score -305926.5 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -306439.812500 Penalty: 2500.381348
	Iteration 1F: 3 clusters Score -306439.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -306594.031250 Penalty: 2500.381348
	Iteration 2F: 3 clusters Score -306594 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -306725.875000 Penalty: 2500.381348
	Iteration 3F: 3 clusters Score -306725.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -306833.937500 Penalty: 2500.381348
	Iteration 4F: 3 clusters Score -306833.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -306897.937500 Penalty: 2500.381348
	Iteration 5Q: 3 clusters Score -306897.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -306935.343750 Penalty: 2500.381348
	Iteration 6Q: 3 clusters Score -306935.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -306963.468750 Penalty: 2500.381348
	Iteration 7Q: 3 clusters Score -306963.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -306989.906250 Penalty: 2500.381348
	Iteration 8Q: 3 clusters Score -306989.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -307010.937500 Penalty: 2500.381348
	Iteration 9Q: 3 clusters Score -307010.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -307022.968750 Penalty: 2500.381348
	Iteration 10Q: 3 clusters Score -307023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -307033.093750 Penalty: 2500.381348
	Iteration 11Q: 3 clusters Score -307033.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -307039.843750 Penalty: 2500.381348
	Iteration 12Q: 3 clusters Score -307039.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -307045.531250 Penalty: 2500.381348
	Iteration 13Q: 3 clusters Score -307045.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -307054.812500 Penalty: 2500.381348
	Iteration 14Q: 3 clusters Score -307054.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -307061.906250 Penalty: 2500.381348
	Iteration 15Q: 3 clusters Score -307061.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -307068.125000 Penalty: 2500.381348
	Iteration 16Q: 3 clusters Score -307068.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -307075.250000 Penalty: 2500.381348
	Iteration 17Q: 3 clusters Score -307075.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -307084.843750 Penalty: 2500.381348
	Iteration 18Q: 3 clusters Score -307084.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -307089.937500 Penalty: 2500.381348
	Iteration 19Q: 3 clusters Score -307089.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -307096.906250 Penalty: 2500.381348
	Iteration 20F: 3 clusters Score -307096.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -307101.031250 Penalty: 2500.381348
	Iteration 21Q: 3 clusters Score -307101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -307102.625000 Penalty: 2500.381348
	Iteration 22Q: 3 clusters Score -307102.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -307103.218750 Penalty: 2500.381348
	Iteration 23Q: 3 clusters Score -307103.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -307104.062500 Penalty: 2500.381348
	Iteration 24Q: 3 clusters Score -307104.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -307105.968750 Penalty: 2500.381348
	Iteration 25Q: 3 clusters Score -307106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -307108.812500 Penalty: 2500.381348
	Iteration 26Q: 3 clusters Score -307108.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -307112.500000 Penalty: 2500.381348
	Iteration 27Q: 3 clusters Score -307112.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -307114.875000 Penalty: 2500.381348
	Iteration 28Q: 3 clusters Score -307114.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -307116.250000 Penalty: 2500.381348
	Iteration 29Q: 3 clusters Score -307116.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -307117.312500 Penalty: 2500.381348
	Iteration 30Q: 3 clusters Score -307117.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -307117.312500 Penalty: 2500.381348
	Iteration 31F: 3 clusters Score -307117.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -141776.171875 Penalty: 1142.082764
	Iteration 0F: 2 clusters Score -141776.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -140299.218750 Penalty: 2284.165527
	Iteration 0F: 3 clusters Score -140299.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -140629.703125 Penalty: 2284.165527
	Iteration 1F: 3 clusters Score -140629.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -140766.171875 Penalty: 2284.165527
	Iteration 2F: 3 clusters Score -140766.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -140859.890625 Penalty: 2284.165527
	Iteration 3F: 3 clusters Score -140859.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -140928.343750 Penalty: 2284.165527
	Iteration 4Q: 3 clusters Score -140928.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -140993.937500 Penalty: 2284.165527
	Iteration 5Q: 3 clusters Score -140993.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -141041.703125 Penalty: 2284.165527
	Iteration 6Q: 3 clusters Score -141041.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -141073.171875 Penalty: 2284.165527
	Iteration 7Q: 3 clusters Score -141073.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -141108.578125 Penalty: 2284.165527
	Iteration 8Q: 3 clusters Score -141108.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -141132.156250 Penalty: 2284.165527
	Iteration 9Q: 3 clusters Score -141132.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -141156.921875 Penalty: 2284.165527
	Iteration 10Q: 3 clusters Score -141156.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -141173.750000 Penalty: 2284.165527
	Iteration 11Q: 3 clusters Score -141173.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -141188.515625 Penalty: 2284.165527
	Iteration 12Q: 3 clusters Score -141188.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -141196.078125 Penalty: 2284.165527
	Iteration 13Q: 3 clusters Score -141196.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -141200.781250 Penalty: 2284.165527
	Iteration 14Q: 3 clusters Score -141200.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -141208.109375 Penalty: 2284.165527
	Iteration 15Q: 3 clusters Score -141208.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -141213.140625 Penalty: 2284.165527
	Iteration 16Q: 3 clusters Score -141213.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -141216.984375 Penalty: 2284.165527
	Iteration 17Q: 3 clusters Score -141217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -141217.843750 Penalty: 2284.165527
	Iteration 18F: 3 clusters Score -141217.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -141222.031250 Penalty: 2284.165527
	Iteration 19Q: 3 clusters Score -141222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -141228.765625 Penalty: 2284.165527
	Iteration 20F: 3 clusters Score -141228.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -141234.078125 Penalty: 2284.165527
	Iteration 21Q: 3 clusters Score -141234.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -141235.500000 Penalty: 2284.165527
	Iteration 22Q: 3 clusters Score -141235.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -141236.312500 Penalty: 2284.165527
	Iteration 23Q: 3 clusters Score -141236.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -141236.312500 Penalty: 2284.165527
	Iteration 24F: 3 clusters Score -141236.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (22627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Entering Unmasked Estep 
Score: -3459924.750000 Penalty: 1629.371094
	Iteration 0F: 2 clusters Score -3459925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -3445790.500000 Penalty: 3258.742188
	Iteration 0F: 3 clusters Score -3445790 nChanged 10361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3451634.750000 Penalty: 3258.742188
	Iteration 1F: 3 clusters Score -3451635 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -3452041.000000 Penalty: 3258.742188
	Iteration 2F: 3 clusters Score -3452041 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -3452494.750000 Penalty: 3258.742188
	Iteration 3F: 3 clusters Score -3452495 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -3452960.500000 Penalty: 3258.742188
	Iteration 4F: 3 clusters Score -3452960 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3453486.000000 Penalty: 3258.742188
	Iteration 5F: 3 clusters Score -3453486 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -3454104.250000 Penalty: 3258.742188
	Iteration 6F: 3 clusters Score -3454104 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3454838.250000 Penalty: 3258.742188
	Iteration 7F: 3 clusters Score -3454838 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -3455654.750000 Penalty: 3258.742188
	Iteration 8F: 3 clusters Score -3455655 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -3456381.750000 Penalty: 3258.742188
	Iteration 9Q: 3 clusters Score -3456382 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -3457062.500000 Penalty: 3258.742188
	Iteration 10Q: 3 clusters Score -3457062 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3457565.500000 Penalty: 3258.742188
	Iteration 11Q: 3 clusters Score -3457566 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3457911.250000 Penalty: 3258.742188
	Iteration 12Q: 3 clusters Score -3457911 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3458108.000000 Penalty: 3258.742188
	Iteration 13Q: 3 clusters Score -3458108 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3458242.500000 Penalty: 3258.742188
	Iteration 14Q: 3 clusters Score -3458242 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3458369.500000 Penalty: 3258.742188
	Iteration 15Q: 3 clusters Score -3458370 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3458468.250000 Penalty: 3258.742188
	Iteration 16Q: 3 clusters Score -3458468 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3458496.500000 Penalty: 3258.742188
	Iteration 17Q: 3 clusters Score -3458496 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3458527.500000 Penalty: 3258.742188
	Iteration 18Q: 3 clusters Score -3458528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3458552.500000 Penalty: 3258.742188
	Iteration 19Q: 3 clusters Score -3458552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3458575.500000 Penalty: 3258.742188
	Iteration 20F: 3 clusters Score -3458576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3458587.250000 Penalty: 3258.742188
	Iteration 21Q: 3 clusters Score -3458587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3458597.250000 Penalty: 3258.742188
	Iteration 22Q: 3 clusters Score -3458597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3458606.500000 Penalty: 3258.742188
	Iteration 23Q: 3 clusters Score -3458606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3458613.750000 Penalty: 3258.742188
	Iteration 24Q: 3 clusters Score -3458614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3458620.250000 Penalty: 3258.742188
	Iteration 25Q: 3 clusters Score -3458620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3458615.000000 Penalty: 3258.742188
	Iteration 26Q: 3 clusters Score -3458615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3458615.500000 Penalty: 3258.742188
	Iteration 27Q: 3 clusters Score -3458616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3458620.000000 Penalty: 3258.742188
	Iteration 28Q: 3 clusters Score -3458620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3458626.000000 Penalty: 3258.742188
	Iteration 29Q: 3 clusters Score -3458626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3458626.750000 Penalty: 3258.742188
	Iteration 30Q: 3 clusters Score -3458627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3458626.750000 Penalty: 3258.742188
	Iteration 31Q: 3 clusters Score -3458627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3458626.750000 Penalty: 3258.742188
	Iteration 32F: 3 clusters Score -3458627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (7906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Entering Unmasked Estep 
Score: -1197606.000000 Penalty: 1458.498779
	Iteration 0F: 2 clusters Score -1197606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1191767.750000 Penalty: 2916.997559
	Iteration 0F: 3 clusters Score -1191768 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1193585.000000 Penalty: 2916.997559
	Iteration 1F: 3 clusters Score -1193585 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1193939.500000 Penalty: 2916.997559
	Iteration 2F: 3 clusters Score -1193940 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1194251.625000 Penalty: 2916.997559
	Iteration 3F: 3 clusters Score -1194252 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1194546.500000 Penalty: 2916.997559
	Iteration 4F: 3 clusters Score -1194546 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1194850.750000 Penalty: 2916.997559
	Iteration 5F: 3 clusters Score -1194851 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1195143.375000 Penalty: 2916.997559
	Iteration 6F: 3 clusters Score -1195143 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1195432.000000 Penalty: 2916.997559
	Iteration 7Q: 3 clusters Score -1195432 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1195726.000000 Penalty: 2916.997559
	Iteration 8Q: 3 clusters Score -1195726 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1195941.250000 Penalty: 2916.997559
	Iteration 9Q: 3 clusters Score -1195941 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1196064.000000 Penalty: 2916.997559
	Iteration 10Q: 3 clusters Score -1196064 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1196144.125000 Penalty: 2916.997559
	Iteration 11Q: 3 clusters Score -1196144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1196193.875000 Penalty: 2916.997559
	Iteration 12Q: 3 clusters Score -1196194 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1196231.500000 Penalty: 2916.997559
	Iteration 13Q: 3 clusters Score -1196232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1196265.750000 Penalty: 2916.997559
	Iteration 14Q: 3 clusters Score -1196266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1196283.500000 Penalty: 2916.997559
	Iteration 15Q: 3 clusters Score -1196284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1196294.875000 Penalty: 2916.997559
	Iteration 16Q: 3 clusters Score -1196295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1196304.125000 Penalty: 2916.997559
	Iteration 17Q: 3 clusters Score -1196304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1196308.750000 Penalty: 2916.997559
	Iteration 18Q: 3 clusters Score -1196309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1196314.125000 Penalty: 2916.997559
	Iteration 19Q: 3 clusters Score -1196314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1196316.625000 Penalty: 2916.997559
	Iteration 20F: 3 clusters Score -1196317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1196323.875000 Penalty: 2916.997559
	Iteration 21Q: 3 clusters Score -1196324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1196327.500000 Penalty: 2916.997559
	Iteration 22Q: 3 clusters Score -1196328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1196327.500000 Penalty: 2916.997559
	Iteration 23F: 3 clusters Score -1196328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14267 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12603 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19638 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19856 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20042 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 14986 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6762 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6256 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5258 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18634 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15128 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16763 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16047 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 23050 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7011 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6355 members 
Mstep: Class 79 contains 20653 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18957 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943144.000000 Penalty: 183801.937500
Iteration 359Q: 86 clusters Score -8.594314e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14263 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12609 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19638 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19861 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20037 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 14990 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6764 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6256 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5261 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18626 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15128 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16768 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16048 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 23059 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7009 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6340 members 
Mstep: Class 79 contains 20649 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18959 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943192.000000 Penalty: 183801.937500
Iteration 360F: 86 clusters Score -8.594319e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14262 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12612 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19650 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19863 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20037 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 14991 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6764 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6256 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5261 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18625 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15128 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16773 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16048 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 23060 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7008 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6331 members 
Mstep: Class 79 contains 20638 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18958 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943248.000000 Penalty: 183801.937500
Iteration 361Q: 86 clusters Score -8.594325e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14260 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12615 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19654 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19866 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20040 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 14994 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6765 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6255 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5258 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18622 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3396 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15128 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16777 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16048 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 23066 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7009 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6317 members 
Mstep: Class 79 contains 20634 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18957 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943296.000000 Penalty: 183801.937500
Iteration 362Q: 86 clusters Score -8.59433e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14261 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12617 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19659 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19869 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20046 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15000 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6766 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6257 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5257 members 
Mstep: Class 49 contains 14573 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18618 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15128 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16780 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16048 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 23065 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7008 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6303 members 
Mstep: Class 79 contains 20623 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18957 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943304.000000 Penalty: 183801.937500
Iteration 363Q: 86 clusters Score -8.59433e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14260 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12622 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19670 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19874 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20054 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15002 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6765 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6258 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5256 members 
Mstep: Class 49 contains 14574 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18613 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15127 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16782 members 
Mstep: Class 67 contains 2557 members 
Mstep: Class 68 contains 16049 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 23061 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7009 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6290 members 
Mstep: Class 79 contains 20611 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18957 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943248.000000 Penalty: 183801.937500
Iteration 364Q: 86 clusters Score -8.594325e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14259 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12626 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19681 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19877 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20067 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15002 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6763 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6262 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5254 members 
Mstep: Class 49 contains 14573 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18609 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15126 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16785 members 
Mstep: Class 67 contains 2556 members 
Mstep: Class 68 contains 16049 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 23051 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7010 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6278 members 
Mstep: Class 79 contains 20605 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18958 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943296.000000 Penalty: 183801.937500
Iteration 365Q: 86 clusters Score -8.59433e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14256 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12631 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19693 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19878 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20079 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15004 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6762 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6265 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5253 members 
Mstep: Class 49 contains 14574 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18609 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15124 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16788 members 
Mstep: Class 67 contains 2556 members 
Mstep: Class 68 contains 16050 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 23042 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7012 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6263 members 
Mstep: Class 79 contains 20594 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18958 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943312.000000 Penalty: 183801.937500
Iteration 366Q: 86 clusters Score -8.594331e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14250 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12637 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19705 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19880 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20088 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15002 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6762 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6263 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5252 members 
Mstep: Class 49 contains 14574 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18608 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15124 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16790 members 
Mstep: Class 67 contains 2556 members 
Mstep: Class 68 contains 16050 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 23036 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7014 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6254 members 
Mstep: Class 79 contains 20590 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18957 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943272.000000 Penalty: 183801.937500
Iteration 367Q: 86 clusters Score -8.594327e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14250 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12643 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19885 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20101 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 14999 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6763 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6261 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5252 members 
Mstep: Class 49 contains 14573 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18600 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3397 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15123 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16794 members 
Mstep: Class 67 contains 2556 members 
Mstep: Class 68 contains 16050 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 23026 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7015 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6243 members 
Mstep: Class 79 contains 20588 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18961 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943336.000000 Penalty: 183801.937500
Iteration 368Q: 86 clusters Score -8.594334e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14251 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12646 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19713 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19889 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20114 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15000 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6764 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6266 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5251 members 
Mstep: Class 49 contains 14573 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18594 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15124 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16797 members 
Mstep: Class 67 contains 2556 members 
Mstep: Class 68 contains 16050 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 23019 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7015 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6226 members 
Mstep: Class 79 contains 20581 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18961 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943312.000000 Penalty: 183801.937500
Iteration 369Q: 86 clusters Score -8.594331e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14256 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12647 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19713 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19894 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20128 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15001 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6766 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6266 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5250 members 
Mstep: Class 49 contains 14573 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18588 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15126 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16801 members 
Mstep: Class 67 contains 2556 members 
Mstep: Class 68 contains 16050 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 23010 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7013 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6216 members 
Mstep: Class 79 contains 20578 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18960 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943360.000000 Penalty: 183801.937500
Iteration 370Q: 86 clusters Score -8.594336e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14255 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12649 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19709 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19900 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20151 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15006 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6767 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6264 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5250 members 
Mstep: Class 49 contains 14576 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18583 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15127 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16808 members 
Mstep: Class 67 contains 2556 members 
Mstep: Class 68 contains 16050 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 22989 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7011 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6205 members 
Mstep: Class 79 contains 20579 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18959 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943248.000000 Penalty: 183801.937500
Iteration 371Q: 86 clusters Score -8.594325e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14250 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12653 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19714 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19905 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20180 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15013 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6271 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5248 members 
Mstep: Class 49 contains 14576 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18578 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15129 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16809 members 
Mstep: Class 67 contains 2556 members 
Mstep: Class 68 contains 16050 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 22963 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7008 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6190 members 
Mstep: Class 79 contains 20575 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18958 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943248.000000 Penalty: 183801.937500
Iteration 372Q: 86 clusters Score -8.594325e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14251 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12659 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19716 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19910 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20204 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15017 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6274 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5247 members 
Mstep: Class 49 contains 14574 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18575 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15132 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16814 members 
Mstep: Class 67 contains 2555 members 
Mstep: Class 68 contains 16051 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 22943 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7006 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6174 members 
Mstep: Class 79 contains 20571 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18953 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943232.000000 Penalty: 183801.937500
Iteration 373Q: 86 clusters Score -8.594323e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14252 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12663 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19716 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19914 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20223 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15020 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6284 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5247 members 
Mstep: Class 49 contains 14573 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18570 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15135 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16821 members 
Mstep: Class 67 contains 2555 members 
Mstep: Class 68 contains 16051 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 22929 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7006 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6150 members 
Mstep: Class 79 contains 20567 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18951 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943256.000000 Penalty: 183801.937500
Iteration 374Q: 86 clusters Score -8.594326e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14256 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12666 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19710 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19918 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20246 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15023 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6295 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5247 members 
Mstep: Class 49 contains 14570 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18563 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15137 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1008 members 
Mstep: Class 66 contains 16827 members 
Mstep: Class 67 contains 2555 members 
Mstep: Class 68 contains 16051 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 22912 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7005 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6126 members 
Mstep: Class 79 contains 20567 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18952 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943328.000000 Penalty: 183801.937500
Iteration 375Q: 86 clusters Score -8.594333e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14256 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12670 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19702 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19925 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20257 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1935 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15023 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6303 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5248 members 
Mstep: Class 49 contains 14571 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18555 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15138 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1009 members 
Mstep: Class 66 contains 16834 members 
Mstep: Class 67 contains 2555 members 
Mstep: Class 68 contains 16051 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21883 members 
Mstep: Class 71 contains 22909 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7006 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6097 members 
Mstep: Class 79 contains 20573 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18952 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943360.000000 Penalty: 183801.937500
Iteration 376Q: 86 clusters Score -8.594336e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14253 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12675 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19701 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19926 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 20264 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1936 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15022 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6308 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5249 members 
Mstep: Class 49 contains 14574 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18556 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 841 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15138 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1010 members 
Mstep: Class 66 contains 16839 members 
Mstep: Class 67 contains 2555 members 
Mstep: Class 68 contains 16051 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21882 members 
Mstep: Class 71 contains 22914 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7007 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6067 members 
Mstep: Class 79 contains 20575 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18950 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943424.000000 Penalty: 183801.937500
Iteration 377Q: 86 clusters Score -8.594342e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14253 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12682 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19696 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19927 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18793 members 
Mstep: Class 31 contains 20270 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1937 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15022 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6314 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5252 members 
Mstep: Class 49 contains 14573 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18556 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1273 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15138 members 
Mstep: Class 62 contains 8745 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3763 members 
Mstep: Class 65 contains 1011 members 
Mstep: Class 66 contains 16841 members 
Mstep: Class 67 contains 2555 members 
Mstep: Class 68 contains 16051 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21881 members 
Mstep: Class 71 contains 22922 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2861 members 
Mstep: Class 75 contains 7008 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6037 members 
Mstep: Class 79 contains 20576 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18949 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943512.000000 Penalty: 183801.937500
Iteration 378Q: 86 clusters Score -8.594351e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14256 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12694 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19689 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19929 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18794 members 
Mstep: Class 31 contains 20276 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1937 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15021 members 
Mstep: Class 40 contains 10002 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6316 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5254 members 
Mstep: Class 49 contains 14567 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18555 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1272 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15139 members 
Mstep: Class 62 contains 8744 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3762 members 
Mstep: Class 65 contains 1012 members 
Mstep: Class 66 contains 16845 members 
Mstep: Class 67 contains 2555 members 
Mstep: Class 68 contains 16051 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21880 members 
Mstep: Class 71 contains 22924 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7008 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 6018 members 
Mstep: Class 79 contains 20579 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18947 members 
Mstep: Class 82 contains 1351 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943496.000000 Penalty: 183801.937500
Iteration 379Q: 86 clusters Score -8.59435e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13600 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14259 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12706 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19681 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19930 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8300 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18794 members 
Mstep: Class 31 contains 20287 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1937 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15022 members 
Mstep: Class 40 contains 10003 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6314 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5254 members 
Mstep: Class 49 contains 14568 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18554 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 842 members 
Mstep: Class 56 contains 1268 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15141 members 
Mstep: Class 62 contains 8741 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3762 members 
Mstep: Class 65 contains 1015 members 
Mstep: Class 66 contains 16848 members 
Mstep: Class 67 contains 2555 members 
Mstep: Class 68 contains 16051 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21880 members 
Mstep: Class 71 contains 22923 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7008 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 5992 members 
Mstep: Class 79 contains 20583 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18945 members 
Mstep: Class 82 contains 1352 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943464.000000 Penalty: 183801.937500
Iteration 380F: 86 clusters Score -8.594346e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13601 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14263 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12716 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19674 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19929 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18794 members 
Mstep: Class 31 contains 20303 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1937 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7351 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15023 members 
Mstep: Class 40 contains 10003 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1589 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6318 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5253 members 
Mstep: Class 49 contains 14565 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18557 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 843 members 
Mstep: Class 56 contains 1267 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15145 members 
Mstep: Class 62 contains 8739 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3762 members 
Mstep: Class 65 contains 1016 members 
Mstep: Class 66 contains 16852 members 
Mstep: Class 67 contains 2555 members 
Mstep: Class 68 contains 16051 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21880 members 
Mstep: Class 71 contains 22921 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7009 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 5961 members 
Mstep: Class 79 contains 20584 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18940 members 
Mstep: Class 82 contains 1352 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943440.000000 Penalty: 183801.937500
Iteration 381Q: 86 clusters Score -8.594344e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 13602 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14267 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2319 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12724 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19664 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19927 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18794 members 
Mstep: Class 31 contains 20317 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1938 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7352 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15026 members 
Mstep: Class 40 contains 10003 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1590 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6316 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5253 members 
Mstep: Class 49 contains 14566 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18557 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7727 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 843 members 
Mstep: Class 56 contains 1265 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15149 members 
Mstep: Class 62 contains 8737 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3762 members 
Mstep: Class 65 contains 1017 members 
Mstep: Class 66 contains 16857 members 
Mstep: Class 67 contains 2555 members 
Mstep: Class 68 contains 16053 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21880 members 
Mstep: Class 71 contains 22919 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7009 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 5936 members 
Mstep: Class 79 contains 20586 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18936 members 
Mstep: Class 82 contains 1353 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943448.000000 Penalty: 183801.937500
Iteration 382Q: 86 clusters Score -8.594345e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 13603 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14271 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12728 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19657 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19927 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3956 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18794 members 
Mstep: Class 31 contains 20333 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1938 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7353 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15028 members 
Mstep: Class 40 contains 10003 members 
Mstep: Class 41 contains 6769 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1590 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6318 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5252 members 
Mstep: Class 49 contains 14566 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18558 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7726 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 843 members 
Mstep: Class 56 contains 1266 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15152 members 
Mstep: Class 62 contains 8736 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3762 members 
Mstep: Class 65 contains 1018 members 
Mstep: Class 66 contains 16861 members 
Mstep: Class 67 contains 2554 members 
Mstep: Class 68 contains 16053 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21880 members 
Mstep: Class 71 contains 22917 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7007 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 5914 members 
Mstep: Class 79 contains 20589 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18932 members 
Mstep: Class 82 contains 1353 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943400.000000 Penalty: 183801.937500
Iteration 383Q: 86 clusters Score -8.59434e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7181 members 
Mstep: Class 4 contains 13603 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14271 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12735 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19661 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19927 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3956 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18794 members 
Mstep: Class 31 contains 20361 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1938 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7354 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15027 members 
Mstep: Class 40 contains 10003 members 
Mstep: Class 41 contains 6769 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1590 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6316 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5248 members 
Mstep: Class 49 contains 14563 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18558 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7725 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 843 members 
Mstep: Class 56 contains 1266 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15154 members 
Mstep: Class 62 contains 8736 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3762 members 
Mstep: Class 65 contains 1019 members 
Mstep: Class 66 contains 16859 members 
Mstep: Class 67 contains 2555 members 
Mstep: Class 68 contains 16053 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21880 members 
Mstep: Class 71 contains 22907 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7007 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 5895 members 
Mstep: Class 79 contains 20590 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18930 members 
Mstep: Class 82 contains 1353 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943432.000000 Penalty: 183801.937500
Iteration 384Q: 86 clusters Score -8.594343e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7180 members 
Mstep: Class 4 contains 13603 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14270 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12745 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19661 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19927 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3956 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18794 members 
Mstep: Class 31 contains 20381 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1938 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7354 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15028 members 
Mstep: Class 40 contains 10003 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1590 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6311 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5246 members 
Mstep: Class 49 contains 14565 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18558 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7724 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 843 members 
Mstep: Class 56 contains 1266 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15156 members 
Mstep: Class 62 contains 8737 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3762 members 
Mstep: Class 65 contains 1020 members 
Mstep: Class 66 contains 16867 members 
Mstep: Class 67 contains 2555 members 
Mstep: Class 68 contains 16053 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21880 members 
Mstep: Class 71 contains 22889 members 
Mstep: Class 72 contains 2024 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7008 members 
Mstep: Class 76 contains 9984 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 5878 members 
Mstep: Class 79 contains 20593 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18928 members 
Mstep: Class 82 contains 1353 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943496.000000 Penalty: 183801.937500
Iteration 385Q: 86 clusters Score -8.59435e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7178 members 
Mstep: Class 4 contains 13603 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14269 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12751 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19664 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19927 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3956 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18794 members 
Mstep: Class 31 contains 20398 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1938 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7355 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3395 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15032 members 
Mstep: Class 40 contains 10003 members 
Mstep: Class 41 contains 6766 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1590 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6316 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5250 members 
Mstep: Class 49 contains 14567 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18558 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7723 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 843 members 
Mstep: Class 56 contains 1266 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15157 members 
Mstep: Class 62 contains 8738 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3762 members 
Mstep: Class 65 contains 1020 members 
Mstep: Class 66 contains 16874 members 
Mstep: Class 67 contains 2555 members 
Mstep: Class 68 contains 16053 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21880 members 
Mstep: Class 71 contains 22876 members 
Mstep: Class 72 contains 2025 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7007 members 
Mstep: Class 76 contains 9983 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 5853 members 
Mstep: Class 79 contains 20587 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18927 members 
Mstep: Class 82 contains 1353 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943488.000000 Penalty: 183801.937500
Iteration 386Q: 86 clusters Score -8.594349e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7177 members 
Mstep: Class 4 contains 13603 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14268 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12759 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19659 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19927 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3956 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18794 members 
Mstep: Class 31 contains 20413 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1938 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7355 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3397 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15036 members 
Mstep: Class 40 contains 10003 members 
Mstep: Class 41 contains 6764 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1590 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6322 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5251 members 
Mstep: Class 49 contains 14568 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18558 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7721 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 843 members 
Mstep: Class 56 contains 1266 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15157 members 
Mstep: Class 62 contains 8739 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3762 members 
Mstep: Class 65 contains 1020 members 
Mstep: Class 66 contains 16879 members 
Mstep: Class 67 contains 2555 members 
Mstep: Class 68 contains 16053 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21880 members 
Mstep: Class 71 contains 22867 members 
Mstep: Class 72 contains 2025 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7007 members 
Mstep: Class 76 contains 9983 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 5826 members 
Mstep: Class 79 contains 20588 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18927 members 
Mstep: Class 82 contains 1353 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943552.000000 Penalty: 183801.937500
Iteration 387Q: 86 clusters Score -8.594355e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7175 members 
Mstep: Class 4 contains 13603 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14265 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12764 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19658 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19927 members 
Mstep: Class 22 contains 1588 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3956 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18794 members 
Mstep: Class 31 contains 20426 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1938 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7355 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3397 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15037 members 
Mstep: Class 40 contains 10003 members 
Mstep: Class 41 contains 6765 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1590 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6327 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5253 members 
Mstep: Class 49 contains 14568 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18558 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7721 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 843 members 
Mstep: Class 56 contains 1266 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15157 members 
Mstep: Class 62 contains 8741 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3762 members 
Mstep: Class 65 contains 1020 members 
Mstep: Class 66 contains 16878 members 
Mstep: Class 67 contains 2555 members 
Mstep: Class 68 contains 16053 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21880 members 
Mstep: Class 71 contains 22876 members 
Mstep: Class 72 contains 2025 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7006 members 
Mstep: Class 76 contains 9983 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 5795 members 
Mstep: Class 79 contains 20589 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18927 members 
Mstep: Class 82 contains 1353 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943488.000000 Penalty: 183801.937500
Iteration 388Q: 86 clusters Score -8.594349e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7174 members 
Mstep: Class 4 contains 13603 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14264 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12768 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19656 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19927 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3956 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18794 members 
Mstep: Class 31 contains 20436 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1938 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7356 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3397 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15040 members 
Mstep: Class 40 contains 10003 members 
Mstep: Class 41 contains 6765 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1590 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6326 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5248 members 
Mstep: Class 49 contains 14567 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18558 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7721 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 843 members 
Mstep: Class 56 contains 1266 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15157 members 
Mstep: Class 62 contains 8741 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3762 members 
Mstep: Class 65 contains 1020 members 
Mstep: Class 66 contains 16880 members 
Mstep: Class 67 contains 2555 members 
Mstep: Class 68 contains 16053 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21880 members 
Mstep: Class 71 contains 22885 members 
Mstep: Class 72 contains 2025 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7006 members 
Mstep: Class 76 contains 9983 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 5771 members 
Mstep: Class 79 contains 20594 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18927 members 
Mstep: Class 82 contains 1353 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943488.000000 Penalty: 183801.937500
Iteration 389Q: 86 clusters Score -8.594349e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7174 members 
Mstep: Class 4 contains 13603 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14264 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12773 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19653 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19927 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3956 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18794 members 
Mstep: Class 31 contains 20449 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1938 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7356 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3397 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15040 members 
Mstep: Class 40 contains 10003 members 
Mstep: Class 41 contains 6767 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1590 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6327 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5242 members 
Mstep: Class 49 contains 14567 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18558 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7721 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 843 members 
Mstep: Class 56 contains 1266 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15157 members 
Mstep: Class 62 contains 8741 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3762 members 
Mstep: Class 65 contains 1020 members 
Mstep: Class 66 contains 16879 members 
Mstep: Class 67 contains 2555 members 
Mstep: Class 68 contains 16053 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21880 members 
Mstep: Class 71 contains 22890 members 
Mstep: Class 72 contains 2025 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7007 members 
Mstep: Class 76 contains 9983 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 5748 members 
Mstep: Class 79 contains 20600 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18927 members 
Mstep: Class 82 contains 1353 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943496.000000 Penalty: 183801.937500
Iteration 390Q: 86 clusters Score -8.59435e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7174 members 
Mstep: Class 4 contains 13603 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14263 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12777 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19648 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19927 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8302 members 
Mstep: Class 24 contains 3956 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18794 members 
Mstep: Class 31 contains 20464 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1938 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7356 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3397 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15042 members 
Mstep: Class 40 contains 10003 members 
Mstep: Class 41 contains 6767 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1590 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6325 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5238 members 
Mstep: Class 49 contains 14568 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18558 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7721 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 843 members 
Mstep: Class 56 contains 1266 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15157 members 
Mstep: Class 62 contains 8741 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3762 members 
Mstep: Class 65 contains 1020 members 
Mstep: Class 66 contains 16880 members 
Mstep: Class 67 contains 2554 members 
Mstep: Class 68 contains 16053 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21880 members 
Mstep: Class 71 contains 22892 members 
Mstep: Class 72 contains 2025 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7006 members 
Mstep: Class 76 contains 9983 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 5729 members 
Mstep: Class 79 contains 20609 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18927 members 
Mstep: Class 82 contains 1353 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943456.000000 Penalty: 183801.937500
Iteration 391Q: 86 clusters Score -8.594346e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7174 members 
Mstep: Class 4 contains 13603 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14265 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12780 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19653 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19927 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3956 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18794 members 
Mstep: Class 31 contains 20480 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1939 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7356 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3397 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15044 members 
Mstep: Class 40 contains 10003 members 
Mstep: Class 41 contains 6768 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1590 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6324 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5234 members 
Mstep: Class 49 contains 14566 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18558 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7722 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 843 members 
Mstep: Class 56 contains 1266 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15157 members 
Mstep: Class 62 contains 8741 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3762 members 
Mstep: Class 65 contains 1020 members 
Mstep: Class 66 contains 16881 members 
Mstep: Class 67 contains 2554 members 
Mstep: Class 68 contains 16053 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21880 members 
Mstep: Class 71 contains 22895 members 
Mstep: Class 72 contains 2025 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 7005 members 
Mstep: Class 76 contains 9983 members 
Mstep: Class 77 contains 622 members 
Mstep: Class 78 contains 5706 members 
Mstep: Class 79 contains 20606 members 
Mstep: Class 80 contains 9405 members 
Mstep: Class 81 contains 18927 members 
Mstep: Class 82 contains 1353 members 
Mstep: Class 83 contains 2194 members 
Mstep: Class 84 contains 1128 members 
Mstep: Class 85 contains 22627 members 
Mstep: Class 86 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85943480.000000 Penalty: 183801.937500
Iteration 392Q: 86 clusters Score -8.594348e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 7174 members 
Mstep: Class 4 contains 13603 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 14265 members 
Mstep: Class 9 contains 16202 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 12786 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 19659 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 21 contains 19927 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 3956 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 852 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 18794 members 
Mstep: Class 31 contains 20497 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 1939 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 7356 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 3397 members 
Mstep: Class 38 contains 3322 members 
Mstep: Class 39 contains 15045 members 
Mstep: Class 40 contains 10003 members 
Mstep: Class 41 contains 6767 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 1590 members 
Mstep: Class 45 contains 2590 members 
Mstep: Class 46 contains 6325 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 5231 members 
Mstep: Class 49 contains 14566 members 
Mstep: Class 50 contains 10395 members 
Mstep: Class 51 contains 18558 members 
Mstep: Class 52 contains 9907 members 
Mstep: Class 53 contains 7722 members 
Mstep: Class 54 contains 1620 members 
Mstep: Class 55 contains 843 members 
Mstep: Class 56 contains 1266 members 
Mstep: Class 57 contains 3398 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 1468 members 
Mstep: Class 60 contains 17992 members 
Mstep: Class 61 contains 15157 members 
Mstep: Class 62 contains 8741 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 3762 members 
Mstep: Class 65 contains 1020 members 
Mstep: Class 66 contains 16883 members 
Mstep: Class 67 contains 2554 members 
Mstep: Class 68 contains 16053 members 
Mstep: Class 69 contains 742 members 
Mstep: Class 70 contains 21880 members 
Mstep: Class 71 contains 22893 members 
Mstep: Class 72 contains 2025 members 
Mstep: Class 73 contains 3198 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains